warning: commands will be executed using /bin/sh
job 1431 at Sat Nov 23 09:49:00 2013
FileBase	/isis3/andresg/Achilles/Achilles151_11052013_reo/Achilles151_11052013_reo
ElecNo	10
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	1
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 1463094 data points of dimension 30.
meanDims = 30
Starting from 20 clusters...
--- Clustering full data set of 1463094 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77952 members 
Mstep: Class 2 contains 76811 members 
Mstep: Class 3 contains 77042 members 
Mstep: Class 4 contains 76688 members 
Mstep: Class 5 contains 76792 members 
Mstep: Class 6 contains 77419 members 
Mstep: Class 7 contains 76770 members 
Mstep: Class 8 contains 76961 members 
Mstep: Class 9 contains 76714 members 
Mstep: Class 10 contains 77115 members 
Mstep: Class 11 contains 77227 members 
Mstep: Class 12 contains 76504 members 
Mstep: Class 13 contains 76646 members 
Mstep: Class 14 contains 77069 members 
Mstep: Class 15 contains 77109 members 
Mstep: Class 16 contains 76987 members 
Mstep: Class 17 contains 77284 members 
Mstep: Class 18 contains 77099 members 
Mstep: Class 19 contains 76905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 2102.713379 but Gain 3520.621094
Score: -104399336.000000 Penalty: 63371.230469
Iteration 0F: 19 clusters Score -1.043993e+08 nChanged 1377701
Entering Unmasked Mstep 
Mstep: Class 0 contains 354 members 
Mstep: Class 1 contains 121358 members 
Mstep: Class 2 contains 81062 members 
Mstep: Class 3 contains 67793 members 
Mstep: Class 4 contains 79416 members 
Mstep: Class 5 contains 53353 members 
Mstep: Class 6 contains 80027 members 
Mstep: Class 7 contains 231172 members 
Mstep: Class 8 contains 87988 members 
Mstep: Class 9 contains 52180 members 
Mstep: Class 10 contains 57967 members 
Mstep: Class 11 contains 77946 members 
Mstep: Class 12 contains 89466 members 
Mstep: Class 13 contains 53696 members 
Mstep: Class 15 contains 63976 members 
Mstep: Class 16 contains 61144 members 
Mstep: Class 17 contains 100278 members 
Mstep: Class 18 contains 59135 members 
Mstep: Class 19 contains 44783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108881504.000000 Penalty: 63371.230469
Iteration 1F: 19 clusters Score -1.088815e+08 nChanged 540817
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 142657 members 
Mstep: Class 2 contains 76172 members 
Mstep: Class 3 contains 49248 members 
Mstep: Class 4 contains 113572 members 
Mstep: Class 5 contains 27199 members 
Mstep: Class 6 contains 92026 members 
Mstep: Class 7 contains 288100 members 
Mstep: Class 8 contains 74890 members 
Mstep: Class 9 contains 24233 members 
Mstep: Class 10 contains 33838 members 
Mstep: Class 11 contains 67428 members 
Mstep: Class 12 contains 107671 members 
Mstep: Class 13 contains 65372 members 
Mstep: Class 15 contains 38765 members 
Mstep: Class 16 contains 50660 members 
Mstep: Class 17 contains 117014 members 
Mstep: Class 18 contains 57756 members 
Mstep: Class 19 contains 36375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109954240.000000 Penalty: 63371.230469
Iteration 2F: 19 clusters Score -1.099542e+08 nChanged 410809
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 137401 members 
Mstep: Class 2 contains 56255 members 
Mstep: Class 3 contains 33308 members 
Mstep: Class 4 contains 132917 members 
Mstep: Class 5 contains 20565 members 
Mstep: Class 6 contains 91576 members 
Mstep: Class 7 contains 369313 members 
Mstep: Class 8 contains 57365 members 
Mstep: Class 9 contains 15666 members 
Mstep: Class 10 contains 24597 members 
Mstep: Class 11 contains 47217 members 
Mstep: Class 12 contains 105297 members 
Mstep: Class 13 contains 92481 members 
Mstep: Class 15 contains 18360 members 
Mstep: Class 16 contains 38572 members 
Mstep: Class 17 contains 120784 members 
Mstep: Class 18 contains 58058 members 
Mstep: Class 19 contains 43307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110603488.000000 Penalty: 63371.230469
Iteration 3F: 19 clusters Score -1.106035e+08 nChanged 317096
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 133132 members 
Mstep: Class 2 contains 36156 members 
Mstep: Class 3 contains 26441 members 
Mstep: Class 4 contains 135836 members 
Mstep: Class 5 contains 17019 members 
Mstep: Class 6 contains 86263 members 
Mstep: Class 7 contains 464861 members 
Mstep: Class 8 contains 43723 members 
Mstep: Class 9 contains 15764 members 
Mstep: Class 10 contains 25349 members 
Mstep: Class 11 contains 25474 members 
Mstep: Class 12 contains 84936 members 
Mstep: Class 13 contains 111020 members 
Mstep: Class 15 contains 11293 members 
Mstep: Class 16 contains 28121 members 
Mstep: Class 17 contains 117139 members 
Mstep: Class 18 contains 56178 members 
Mstep: Class 19 contains 44347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111016192.000000 Penalty: 63371.230469
Iteration 4F: 19 clusters Score -1.110162e+08 nChanged 227123
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 138061 members 
Mstep: Class 2 contains 20561 members 
Mstep: Class 3 contains 23250 members 
Mstep: Class 4 contains 140157 members 
Mstep: Class 5 contains 14370 members 
Mstep: Class 6 contains 73332 members 
Mstep: Class 7 contains 533118 members 
Mstep: Class 8 contains 35122 members 
Mstep: Class 9 contains 17619 members 
Mstep: Class 10 contains 25697 members 
Mstep: Class 11 contains 11934 members 
Mstep: Class 12 contains 63947 members 
Mstep: Class 13 contains 117649 members 
Mstep: Class 15 contains 10780 members 
Mstep: Class 16 contains 22596 members 
Mstep: Class 17 contains 114703 members 
Mstep: Class 18 contains 58207 members 
Mstep: Class 19 contains 41954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111250936.000000 Penalty: 63371.230469
Iteration 5F: 19 clusters Score -1.112509e+08 nChanged 157504
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 139678 members 
Mstep: Class 2 contains 10061 members 
Mstep: Class 3 contains 22154 members 
Mstep: Class 4 contains 146506 members 
Mstep: Class 5 contains 13329 members 
Mstep: Class 6 contains 56490 members 
Mstep: Class 7 contains 581103 members 
Mstep: Class 8 contains 30270 members 
Mstep: Class 9 contains 19077 members 
Mstep: Class 10 contains 24116 members 
Mstep: Class 11 contains 5516 members 
Mstep: Class 12 contains 53017 members 
Mstep: Class 13 contains 118337 members 
Mstep: Class 15 contains 12651 members 
Mstep: Class 16 contains 20071 members 
Mstep: Class 17 contains 111524 members 
Mstep: Class 18 contains 60747 members 
Mstep: Class 19 contains 38417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 2612.689941 but Gain 3520.625000
Score: -111403032.000000 Penalty: 59850.605469
Iteration 6F: 18 clusters Score -1.11403e+08 nChanged 119329
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 138675 members 
Mstep: Class 2 contains 5111 members 
Mstep: Class 3 contains 22267 members 
Mstep: Class 4 contains 150583 members 
Mstep: Class 5 contains 13187 members 
Mstep: Class 6 contains 40892 members 
Mstep: Class 7 contains 620513 members 
Mstep: Class 8 contains 27861 members 
Mstep: Class 9 contains 20148 members 
Mstep: Class 10 contains 22007 members 
Mstep: Class 12 contains 47383 members 
Mstep: Class 13 contains 115711 members 
Mstep: Class 15 contains 15877 members 
Mstep: Class 16 contains 17924 members 
Mstep: Class 17 contains 107826 members 
Mstep: Class 18 contains 61865 members 
Mstep: Class 19 contains 35237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 3433.062256 but Gain 3520.625000
Score: -111515240.000000 Penalty: 56329.980469
Iteration 7F: 17 clusters Score -1.115152e+08 nChanged 89927
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 138194 members 
Mstep: Class 3 contains 22342 members 
Mstep: Class 4 contains 152387 members 
Mstep: Class 5 contains 13662 members 
Mstep: Class 6 contains 28971 members 
Mstep: Class 7 contains 648863 members 
Mstep: Class 8 contains 26822 members 
Mstep: Class 9 contains 21050 members 
Mstep: Class 10 contains 20062 members 
Mstep: Class 12 contains 44017 members 
Mstep: Class 13 contains 111724 members 
Mstep: Class 15 contains 20272 members 
Mstep: Class 16 contains 15422 members 
Mstep: Class 17 contains 103144 members 
Mstep: Class 18 contains 62728 members 
Mstep: Class 19 contains 33407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111594984.000000 Penalty: 56329.980469
Iteration 8F: 17 clusters Score -1.11595e+08 nChanged 65635
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 137558 members 
Mstep: Class 3 contains 21903 members 
Mstep: Class 4 contains 153090 members 
Mstep: Class 5 contains 14275 members 
Mstep: Class 6 contains 20925 members 
Mstep: Class 7 contains 665685 members 
Mstep: Class 8 contains 26436 members 
Mstep: Class 9 contains 21441 members 
Mstep: Class 10 contains 18694 members 
Mstep: Class 12 contains 42995 members 
Mstep: Class 13 contains 107262 members 
Mstep: Class 15 contains 26344 members 
Mstep: Class 16 contains 13214 members 
Mstep: Class 17 contains 97405 members 
Mstep: Class 18 contains 63493 members 
Mstep: Class 19 contains 32347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111649352.000000 Penalty: 56329.980469
Iteration 9Q: 17 clusters Score -1.116494e+08 nChanged 52331
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 136846 members 
Mstep: Class 3 contains 20804 members 
Mstep: Class 4 contains 153936 members 
Mstep: Class 5 contains 14692 members 
Mstep: Class 6 contains 16183 members 
Mstep: Class 7 contains 675836 members 
Mstep: Class 8 contains 26534 members 
Mstep: Class 9 contains 21518 members 
Mstep: Class 10 contains 18601 members 
Mstep: Class 12 contains 43498 members 
Mstep: Class 13 contains 102815 members 
Mstep: Class 15 contains 32895 members 
Mstep: Class 16 contains 11439 members 
Mstep: Class 17 contains 91009 members 
Mstep: Class 18 contains 63827 members 
Mstep: Class 19 contains 32636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111696696.000000 Penalty: 56329.980469
Iteration 10Q: 17 clusters Score -1.116967e+08 nChanged 42875
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 135989 members 
Mstep: Class 3 contains 18755 members 
Mstep: Class 4 contains 154978 members 
Mstep: Class 5 contains 15029 members 
Mstep: Class 6 contains 13633 members 
Mstep: Class 7 contains 682638 members 
Mstep: Class 8 contains 26921 members 
Mstep: Class 9 contains 21304 members 
Mstep: Class 10 contains 18210 members 
Mstep: Class 12 contains 44609 members 
Mstep: Class 13 contains 99145 members 
Mstep: Class 15 contains 38079 members 
Mstep: Class 16 contains 10005 members 
Mstep: Class 17 contains 84639 members 
Mstep: Class 18 contains 65590 members 
Mstep: Class 19 contains 33545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111735536.000000 Penalty: 56329.980469
Iteration 11Q: 17 clusters Score -1.117355e+08 nChanged 36474
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 134982 members 
Mstep: Class 3 contains 16099 members 
Mstep: Class 4 contains 155907 members 
Mstep: Class 5 contains 15271 members 
Mstep: Class 6 contains 12426 members 
Mstep: Class 7 contains 688368 members 
Mstep: Class 8 contains 27377 members 
Mstep: Class 9 contains 20930 members 
Mstep: Class 10 contains 16903 members 
Mstep: Class 12 contains 45829 members 
Mstep: Class 13 contains 96492 members 
Mstep: Class 15 contains 41550 members 
Mstep: Class 16 contains 9119 members 
Mstep: Class 17 contains 78349 members 
Mstep: Class 18 contains 68598 members 
Mstep: Class 19 contains 34868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111754728.000000 Penalty: 56329.980469
Iteration 12Q: 17 clusters Score -1.117547e+08 nChanged 29102
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 133927 members 
Mstep: Class 3 contains 13940 members 
Mstep: Class 4 contains 156622 members 
Mstep: Class 5 contains 15361 members 
Mstep: Class 6 contains 11940 members 
Mstep: Class 7 contains 693223 members 
Mstep: Class 8 contains 27989 members 
Mstep: Class 9 contains 20496 members 
Mstep: Class 10 contains 15700 members 
Mstep: Class 12 contains 47043 members 
Mstep: Class 13 contains 94751 members 
Mstep: Class 15 contains 43708 members 
Mstep: Class 16 contains 8639 members 
Mstep: Class 17 contains 72384 members 
Mstep: Class 18 contains 70899 members 
Mstep: Class 19 contains 36445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111773040.000000 Penalty: 56329.980469
Iteration 13Q: 17 clusters Score -1.11773e+08 nChanged 24491
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 132885 members 
Mstep: Class 3 contains 12461 members 
Mstep: Class 4 contains 156867 members 
Mstep: Class 5 contains 15356 members 
Mstep: Class 6 contains 12024 members 
Mstep: Class 7 contains 696958 members 
Mstep: Class 8 contains 28551 members 
Mstep: Class 9 contains 20009 members 
Mstep: Class 10 contains 15180 members 
Mstep: Class 12 contains 48150 members 
Mstep: Class 13 contains 93745 members 
Mstep: Class 15 contains 45077 members 
Mstep: Class 16 contains 8386 members 
Mstep: Class 17 contains 66679 members 
Mstep: Class 18 contains 72686 members 
Mstep: Class 19 contains 38053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785848.000000 Penalty: 56329.980469
Iteration 14Q: 17 clusters Score -1.117858e+08 nChanged 20740
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 131938 members 
Mstep: Class 3 contains 11483 members 
Mstep: Class 4 contains 156908 members 
Mstep: Class 5 contains 15305 members 
Mstep: Class 6 contains 12335 members 
Mstep: Class 7 contains 700066 members 
Mstep: Class 8 contains 28962 members 
Mstep: Class 9 contains 19486 members 
Mstep: Class 10 contains 14981 members 
Mstep: Class 12 contains 49200 members 
Mstep: Class 13 contains 93375 members 
Mstep: Class 15 contains 46000 members 
Mstep: Class 16 contains 8203 members 
Mstep: Class 17 contains 61202 members 
Mstep: Class 18 contains 73994 members 
Mstep: Class 19 contains 39629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111793552.000000 Penalty: 56329.980469
Iteration 15Q: 17 clusters Score -1.117936e+08 nChanged 17877
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 131058 members 
Mstep: Class 3 contains 10788 members 
Mstep: Class 4 contains 156962 members 
Mstep: Class 5 contains 15296 members 
Mstep: Class 6 contains 12819 members 
Mstep: Class 7 contains 702560 members 
Mstep: Class 8 contains 29352 members 
Mstep: Class 9 contains 18990 members 
Mstep: Class 10 contains 14816 members 
Mstep: Class 12 contains 50137 members 
Mstep: Class 13 contains 93324 members 
Mstep: Class 15 contains 46635 members 
Mstep: Class 16 contains 8136 members 
Mstep: Class 17 contains 56101 members 
Mstep: Class 18 contains 75028 members 
Mstep: Class 19 contains 41064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111799584.000000 Penalty: 56329.980469
Iteration 16Q: 17 clusters Score -1.117996e+08 nChanged 15642
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 130300 members 
Mstep: Class 3 contains 10201 members 
Mstep: Class 4 contains 157084 members 
Mstep: Class 5 contains 15290 members 
Mstep: Class 6 contains 13319 members 
Mstep: Class 7 contains 704722 members 
Mstep: Class 8 contains 29539 members 
Mstep: Class 9 contains 18486 members 
Mstep: Class 10 contains 14719 members 
Mstep: Class 12 contains 50982 members 
Mstep: Class 13 contains 93502 members 
Mstep: Class 15 contains 47028 members 
Mstep: Class 16 contains 8170 members 
Mstep: Class 17 contains 51431 members 
Mstep: Class 18 contains 75804 members 
Mstep: Class 19 contains 42490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111805168.000000 Penalty: 56329.980469
Iteration 17Q: 17 clusters Score -1.118052e+08 nChanged 14175
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 129632 members 
Mstep: Class 3 contains 9751 members 
Mstep: Class 4 contains 157211 members 
Mstep: Class 5 contains 15314 members 
Mstep: Class 6 contains 13792 members 
Mstep: Class 7 contains 706725 members 
Mstep: Class 8 contains 29697 members 
Mstep: Class 9 contains 17885 members 
Mstep: Class 10 contains 14636 members 
Mstep: Class 12 contains 51733 members 
Mstep: Class 13 contains 93863 members 
Mstep: Class 15 contains 47236 members 
Mstep: Class 16 contains 8290 members 
Mstep: Class 17 contains 47019 members 
Mstep: Class 18 contains 76372 members 
Mstep: Class 19 contains 43911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111809408.000000 Penalty: 56329.980469
Iteration 18Q: 17 clusters Score -1.118094e+08 nChanged 12778
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 129112 members 
Mstep: Class 3 contains 9499 members 
Mstep: Class 4 contains 157297 members 
Mstep: Class 5 contains 15355 members 
Mstep: Class 6 contains 14222 members 
Mstep: Class 7 contains 708456 members 
Mstep: Class 8 contains 29759 members 
Mstep: Class 9 contains 17254 members 
Mstep: Class 10 contains 14571 members 
Mstep: Class 12 contains 52433 members 
Mstep: Class 13 contains 94250 members 
Mstep: Class 15 contains 47348 members 
Mstep: Class 16 contains 8505 members 
Mstep: Class 17 contains 42921 members 
Mstep: Class 18 contains 76717 members 
Mstep: Class 19 contains 45368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111813304.000000 Penalty: 56329.980469
Iteration 19Q: 17 clusters Score -1.118133e+08 nChanged 11279
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 128705 members 
Mstep: Class 3 contains 9427 members 
Mstep: Class 4 contains 157333 members 
Mstep: Class 5 contains 15385 members 
Mstep: Class 6 contains 14550 members 
Mstep: Class 7 contains 710044 members 
Mstep: Class 8 contains 29698 members 
Mstep: Class 9 contains 16610 members 
Mstep: Class 10 contains 14496 members 
Mstep: Class 12 contains 53058 members 
Mstep: Class 13 contains 94677 members 
Mstep: Class 15 contains 47376 members 
Mstep: Class 16 contains 8685 members 
Mstep: Class 17 contains 39243 members 
Mstep: Class 18 contains 76958 members 
Mstep: Class 19 contains 46822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111818896.000000 Penalty: 56329.980469
Iteration 20F: 17 clusters Score -1.118189e+08 nChanged 11314
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 128361 members 
Mstep: Class 3 contains 9415 members 
Mstep: Class 4 contains 157213 members 
Mstep: Class 5 contains 15351 members 
Mstep: Class 6 contains 14958 members 
Mstep: Class 7 contains 711230 members 
Mstep: Class 8 contains 29616 members 
Mstep: Class 9 contains 15946 members 
Mstep: Class 10 contains 14414 members 
Mstep: Class 12 contains 53696 members 
Mstep: Class 13 contains 95120 members 
Mstep: Class 15 contains 47774 members 
Mstep: Class 16 contains 8740 members 
Mstep: Class 17 contains 35846 members 
Mstep: Class 18 contains 77101 members 
Mstep: Class 19 contains 48288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111823024.000000 Penalty: 56329.980469
Iteration 21Q: 17 clusters Score -1.11823e+08 nChanged 10609
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 128132 members 
Mstep: Class 3 contains 9420 members 
Mstep: Class 4 contains 157101 members 
Mstep: Class 5 contains 15332 members 
Mstep: Class 6 contains 15296 members 
Mstep: Class 7 contains 712283 members 
Mstep: Class 8 contains 29437 members 
Mstep: Class 9 contains 15279 members 
Mstep: Class 10 contains 14333 members 
Mstep: Class 12 contains 54278 members 
Mstep: Class 13 contains 95552 members 
Mstep: Class 15 contains 48017 members 
Mstep: Class 16 contains 8937 members 
Mstep: Class 17 contains 32712 members 
Mstep: Class 18 contains 77199 members 
Mstep: Class 19 contains 49761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111826296.000000 Penalty: 56329.980469
Iteration 22Q: 17 clusters Score -1.118263e+08 nChanged 9931
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 128019 members 
Mstep: Class 3 contains 9430 members 
Mstep: Class 4 contains 157005 members 
Mstep: Class 5 contains 15272 members 
Mstep: Class 6 contains 15536 members 
Mstep: Class 7 contains 713051 members 
Mstep: Class 8 contains 29231 members 
Mstep: Class 9 contains 14634 members 
Mstep: Class 10 contains 14243 members 
Mstep: Class 12 contains 54810 members 
Mstep: Class 13 contains 95985 members 
Mstep: Class 15 contains 48197 members 
Mstep: Class 16 contains 9169 members 
Mstep: Class 17 contains 29874 members 
Mstep: Class 18 contains 77236 members 
Mstep: Class 19 contains 51377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111829376.000000 Penalty: 56329.980469
Iteration 23Q: 17 clusters Score -1.118294e+08 nChanged 9016
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 128034 members 
Mstep: Class 3 contains 9442 members 
Mstep: Class 4 contains 156933 members 
Mstep: Class 5 contains 15221 members 
Mstep: Class 6 contains 15703 members 
Mstep: Class 7 contains 713612 members 
Mstep: Class 8 contains 28963 members 
Mstep: Class 9 contains 14011 members 
Mstep: Class 10 contains 14159 members 
Mstep: Class 12 contains 55336 members 
Mstep: Class 13 contains 96374 members 
Mstep: Class 15 contains 48334 members 
Mstep: Class 16 contains 9402 members 
Mstep: Class 17 contains 27338 members 
Mstep: Class 18 contains 77255 members 
Mstep: Class 19 contains 52952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111832056.000000 Penalty: 56329.980469
Iteration 24Q: 17 clusters Score -1.118321e+08 nChanged 8273
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 128087 members 
Mstep: Class 3 contains 9449 members 
Mstep: Class 4 contains 156890 members 
Mstep: Class 5 contains 15194 members 
Mstep: Class 6 contains 15830 members 
Mstep: Class 7 contains 713928 members 
Mstep: Class 8 contains 28659 members 
Mstep: Class 9 contains 13546 members 
Mstep: Class 10 contains 14077 members 
Mstep: Class 12 contains 55848 members 
Mstep: Class 13 contains 96741 members 
Mstep: Class 15 contains 48454 members 
Mstep: Class 16 contains 9594 members 
Mstep: Class 17 contains 25047 members 
Mstep: Class 18 contains 77273 members 
Mstep: Class 19 contains 54452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111834440.000000 Penalty: 56329.980469
Iteration 25Q: 17 clusters Score -1.118344e+08 nChanged 7541
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 128224 members 
Mstep: Class 3 contains 9456 members 
Mstep: Class 4 contains 156864 members 
Mstep: Class 5 contains 15189 members 
Mstep: Class 6 contains 15922 members 
Mstep: Class 7 contains 714122 members 
Mstep: Class 8 contains 28305 members 
Mstep: Class 9 contains 13207 members 
Mstep: Class 10 contains 13996 members 
Mstep: Class 12 contains 56366 members 
Mstep: Class 13 contains 96983 members 
Mstep: Class 15 contains 48507 members 
Mstep: Class 16 contains 9780 members 
Mstep: Class 17 contains 23026 members 
Mstep: Class 18 contains 77299 members 
Mstep: Class 19 contains 55822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111836384.000000 Penalty: 56329.980469
Iteration 26Q: 17 clusters Score -1.118364e+08 nChanged 6916
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 128391 members 
Mstep: Class 3 contains 9459 members 
Mstep: Class 4 contains 156831 members 
Mstep: Class 5 contains 15178 members 
Mstep: Class 6 contains 15988 members 
Mstep: Class 7 contains 714107 members 
Mstep: Class 8 contains 28015 members 
Mstep: Class 9 contains 12991 members 
Mstep: Class 10 contains 13911 members 
Mstep: Class 12 contains 56910 members 
Mstep: Class 13 contains 97155 members 
Mstep: Class 15 contains 48546 members 
Mstep: Class 16 contains 9974 members 
Mstep: Class 17 contains 21272 members 
Mstep: Class 18 contains 77327 members 
Mstep: Class 19 contains 57013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111838640.000000 Penalty: 56329.980469
Iteration 27Q: 17 clusters Score -1.118386e+08 nChanged 6218
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 128563 members 
Mstep: Class 3 contains 9462 members 
Mstep: Class 4 contains 156828 members 
Mstep: Class 5 contains 15239 members 
Mstep: Class 6 contains 16032 members 
Mstep: Class 7 contains 714052 members 
Mstep: Class 8 contains 27737 members 
Mstep: Class 9 contains 12808 members 
Mstep: Class 10 contains 13828 members 
Mstep: Class 12 contains 57403 members 
Mstep: Class 13 contains 97296 members 
Mstep: Class 15 contains 48554 members 
Mstep: Class 16 contains 10116 members 
Mstep: Class 17 contains 19778 members 
Mstep: Class 18 contains 77381 members 
Mstep: Class 19 contains 57991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111840704.000000 Penalty: 56329.980469
Iteration 28Q: 17 clusters Score -1.118407e+08 nChanged 5693
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 128734 members 
Mstep: Class 3 contains 9461 members 
Mstep: Class 4 contains 156814 members 
Mstep: Class 5 contains 15324 members 
Mstep: Class 6 contains 16080 members 
Mstep: Class 7 contains 713814 members 
Mstep: Class 8 contains 27515 members 
Mstep: Class 9 contains 12609 members 
Mstep: Class 10 contains 13750 members 
Mstep: Class 12 contains 57877 members 
Mstep: Class 13 contains 97306 members 
Mstep: Class 15 contains 48599 members 
Mstep: Class 16 contains 10243 members 
Mstep: Class 17 contains 18690 members 
Mstep: Class 18 contains 77426 members 
Mstep: Class 19 contains 58826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111842592.000000 Penalty: 56329.980469
Iteration 29Q: 17 clusters Score -1.118426e+08 nChanged 5243
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 128948 members 
Mstep: Class 3 contains 9459 members 
Mstep: Class 4 contains 156802 members 
Mstep: Class 5 contains 15473 members 
Mstep: Class 6 contains 16114 members 
Mstep: Class 7 contains 713539 members 
Mstep: Class 8 contains 27356 members 
Mstep: Class 9 contains 12366 members 
Mstep: Class 10 contains 13677 members 
Mstep: Class 12 contains 58360 members 
Mstep: Class 13 contains 97113 members 
Mstep: Class 15 contains 48596 members 
Mstep: Class 16 contains 10365 members 
Mstep: Class 17 contains 17930 members 
Mstep: Class 18 contains 77465 members 
Mstep: Class 19 contains 59505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111844296.000000 Penalty: 56329.980469
Iteration 30Q: 17 clusters Score -1.118443e+08 nChanged 4728
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 129155 members 
Mstep: Class 3 contains 9459 members 
Mstep: Class 4 contains 156794 members 
Mstep: Class 5 contains 15658 members 
Mstep: Class 6 contains 16149 members 
Mstep: Class 7 contains 713115 members 
Mstep: Class 8 contains 27242 members 
Mstep: Class 9 contains 12121 members 
Mstep: Class 10 contains 13605 members 
Mstep: Class 12 contains 58820 members 
Mstep: Class 13 contains 96851 members 
Mstep: Class 15 contains 48623 members 
Mstep: Class 16 contains 10456 members 
Mstep: Class 17 contains 17450 members 
Mstep: Class 18 contains 77513 members 
Mstep: Class 19 contains 60057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111845792.000000 Penalty: 56329.980469
Iteration 31Q: 17 clusters Score -1.118458e+08 nChanged 4033
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 129351 members 
Mstep: Class 3 contains 9455 members 
Mstep: Class 4 contains 156788 members 
Mstep: Class 5 contains 15835 members 
Mstep: Class 6 contains 16172 members 
Mstep: Class 7 contains 712699 members 
Mstep: Class 8 contains 27192 members 
Mstep: Class 9 contains 11914 members 
Mstep: Class 10 contains 13538 members 
Mstep: Class 12 contains 59246 members 
Mstep: Class 13 contains 96552 members 
Mstep: Class 15 contains 48669 members 
Mstep: Class 16 contains 10496 members 
Mstep: Class 17 contains 17130 members 
Mstep: Class 18 contains 77566 members 
Mstep: Class 19 contains 60465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111846856.000000 Penalty: 56329.980469
Iteration 32Q: 17 clusters Score -1.118469e+08 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 129547 members 
Mstep: Class 3 contains 9453 members 
Mstep: Class 4 contains 156785 members 
Mstep: Class 5 contains 15978 members 
Mstep: Class 6 contains 16186 members 
Mstep: Class 7 contains 712185 members 
Mstep: Class 8 contains 27165 members 
Mstep: Class 9 contains 11775 members 
Mstep: Class 10 contains 13477 members 
Mstep: Class 12 contains 59667 members 
Mstep: Class 13 contains 96293 members 
Mstep: Class 15 contains 48701 members 
Mstep: Class 16 contains 10521 members 
Mstep: Class 17 contains 16947 members 
Mstep: Class 18 contains 77587 members 
Mstep: Class 19 contains 60801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111847288.000000 Penalty: 56329.980469
Iteration 33Q: 17 clusters Score -1.118473e+08 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 129726 members 
Mstep: Class 3 contains 9455 members 
Mstep: Class 4 contains 156781 members 
Mstep: Class 5 contains 16125 members 
Mstep: Class 6 contains 16180 members 
Mstep: Class 7 contains 711647 members 
Mstep: Class 8 contains 27133 members 
Mstep: Class 9 contains 11660 members 
Mstep: Class 10 contains 13433 members 
Mstep: Class 12 contains 60075 members 
Mstep: Class 13 contains 96023 members 
Mstep: Class 15 contains 48752 members 
Mstep: Class 16 contains 10554 members 
Mstep: Class 17 contains 16865 members 
Mstep: Class 18 contains 77600 members 
Mstep: Class 19 contains 61059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111847288.000000 Penalty: 56329.980469
Iteration 34Q: 17 clusters Score -1.118473e+08 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 129922 members 
Mstep: Class 3 contains 9455 members 
Mstep: Class 4 contains 156780 members 
Mstep: Class 5 contains 16271 members 
Mstep: Class 6 contains 16154 members 
Mstep: Class 7 contains 711121 members 
Mstep: Class 8 contains 27108 members 
Mstep: Class 9 contains 11578 members 
Mstep: Class 10 contains 13386 members 
Mstep: Class 12 contains 60452 members 
Mstep: Class 13 contains 95790 members 
Mstep: Class 15 contains 48781 members 
Mstep: Class 16 contains 10554 members 
Mstep: Class 17 contains 16830 members 
Mstep: Class 18 contains 77619 members 
Mstep: Class 19 contains 61267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111847464.000000 Penalty: 56329.980469
Iteration 35Q: 17 clusters Score -1.118475e+08 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 130093 members 
Mstep: Class 3 contains 9453 members 
Mstep: Class 4 contains 156786 members 
Mstep: Class 5 contains 16387 members 
Mstep: Class 6 contains 16134 members 
Mstep: Class 7 contains 710645 members 
Mstep: Class 8 contains 27081 members 
Mstep: Class 9 contains 11531 members 
Mstep: Class 10 contains 13356 members 
Mstep: Class 12 contains 60788 members 
Mstep: Class 13 contains 95605 members 
Mstep: Class 15 contains 48787 members 
Mstep: Class 16 contains 10547 members 
Mstep: Class 17 contains 16822 members 
Mstep: Class 18 contains 77628 members 
Mstep: Class 19 contains 61425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111847704.000000 Penalty: 56329.980469
Iteration 36Q: 17 clusters Score -1.118477e+08 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 130236 members 
Mstep: Class 3 contains 9452 members 
Mstep: Class 4 contains 156790 members 
Mstep: Class 5 contains 16517 members 
Mstep: Class 6 contains 16113 members 
Mstep: Class 7 contains 710194 members 
Mstep: Class 8 contains 27083 members 
Mstep: Class 9 contains 11501 members 
Mstep: Class 10 contains 13322 members 
Mstep: Class 12 contains 61092 members 
Mstep: Class 13 contains 95440 members 
Mstep: Class 15 contains 48798 members 
Mstep: Class 16 contains 10540 members 
Mstep: Class 17 contains 16836 members 
Mstep: Class 18 contains 77628 members 
Mstep: Class 19 contains 61526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111847440.000000 Penalty: 56329.980469
Iteration 37Q: 17 clusters Score -1.118474e+08 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 130349 members 
Mstep: Class 3 contains 9452 members 
Mstep: Class 4 contains 156788 members 
Mstep: Class 5 contains 16625 members 
Mstep: Class 6 contains 16083 members 
Mstep: Class 7 contains 709756 members 
Mstep: Class 8 contains 27132 members 
Mstep: Class 9 contains 11482 members 
Mstep: Class 10 contains 13285 members 
Mstep: Class 12 contains 61370 members 
Mstep: Class 13 contains 95309 members 
Mstep: Class 15 contains 48805 members 
Mstep: Class 16 contains 10505 members 
Mstep: Class 17 contains 16870 members 
Mstep: Class 18 contains 77638 members 
Mstep: Class 19 contains 61619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111847728.000000 Penalty: 56329.980469
Iteration 38Q: 17 clusters Score -1.118477e+08 nChanged 1414
Entering ConstructFrom: 
Score: -111847728.000000 Penalty: 56329.980469
Entering ConstructFrom: 
Trying to split cluster 1 (130470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130470 members 
Entering Unmasked Estep 
Score: -10232191.000000 Penalty: 2921.166748
	Iteration 0F: 2 clusters Score -1.023219e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65283 members 
Mstep: Class 2 contains 65187 members 
Entering Unmasked Estep 
Score: -10145318.000000 Penalty: 5842.333496
	Iteration 0F: 3 clusters Score -1.014532e+07 nChanged 61837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68478 members 
Mstep: Class 2 contains 61992 members 
Entering Unmasked Estep 
Score: -10183658.000000 Penalty: 5842.333496
	Iteration 1F: 3 clusters Score -1.018366e+07 nChanged 7810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71058 members 
Mstep: Class 2 contains 59412 members 
Entering Unmasked Estep 
Score: -10189163.000000 Penalty: 5842.333496
	Iteration 2F: 3 clusters Score -1.018916e+07 nChanged 10468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75090 members 
Mstep: Class 2 contains 55380 members 
Entering Unmasked Estep 
Score: -10198659.000000 Penalty: 5842.333496
	Iteration 3F: 3 clusters Score -1.019866e+07 nChanged 12374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80374 members 
Mstep: Class 2 contains 50096 members 
Entering Unmasked Estep 
Score: -10210656.000000 Penalty: 5842.333496
	Iteration 4F: 3 clusters Score -1.021066e+07 nChanged 11723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85487 members 
Mstep: Class 2 contains 44983 members 
Entering Unmasked Estep 
Score: -10220894.000000 Penalty: 5842.333496
	Iteration 5F: 3 clusters Score -1.022089e+07 nChanged 8563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89136 members 
Mstep: Class 2 contains 41334 members 
Entering Unmasked Estep 
Score: -10227639.000000 Penalty: 5842.333496
	Iteration 6F: 3 clusters Score -1.022764e+07 nChanged 5869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91659 members 
Mstep: Class 2 contains 38811 members 
Entering Unmasked Estep 
Score: -10232385.000000 Penalty: 5842.333496
	Iteration 7Q: 3 clusters Score -1.023238e+07 nChanged 4116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93531 members 
Mstep: Class 2 contains 36939 members 
Entering Unmasked Estep 
Score: -10235325.000000 Penalty: 5842.333496
	Iteration 8Q: 3 clusters Score -1.023532e+07 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95055 members 
Mstep: Class 2 contains 35415 members 
Entering Unmasked Estep 
Score: -10237059.000000 Penalty: 5842.333496
	Iteration 9Q: 3 clusters Score -1.023706e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96239 members 
Mstep: Class 2 contains 34231 members 
Entering Unmasked Estep 
Score: -10238009.000000 Penalty: 5842.333496
	Iteration 10Q: 3 clusters Score -1.023801e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97164 members 
Mstep: Class 2 contains 33306 members 
Entering Unmasked Estep 
Score: -10238579.000000 Penalty: 5842.333496
	Iteration 11Q: 3 clusters Score -1.023858e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97840 members 
Mstep: Class 2 contains 32630 members 
Entering Unmasked Estep 
Score: -10238869.000000 Penalty: 5842.333496
	Iteration 12Q: 3 clusters Score -1.023887e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98424 members 
Mstep: Class 2 contains 32046 members 
Entering Unmasked Estep 
Score: -10239046.000000 Penalty: 5842.333496
	Iteration 13Q: 3 clusters Score -1.023905e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98980 members 
Mstep: Class 2 contains 31490 members 
Entering Unmasked Estep 
Score: -10239223.000000 Penalty: 5842.333496
	Iteration 14Q: 3 clusters Score -1.023922e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99469 members 
Mstep: Class 2 contains 31001 members 
Entering Unmasked Estep 
Score: -10239286.000000 Penalty: 5842.333496
	Iteration 15Q: 3 clusters Score -1.023929e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99907 members 
Mstep: Class 2 contains 30563 members 
Entering Unmasked Estep 
Score: -10239438.000000 Penalty: 5842.333496
	Iteration 16Q: 3 clusters Score -1.023944e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100325 members 
Mstep: Class 2 contains 30145 members 
Entering Unmasked Estep 
Score: -10239550.000000 Penalty: 5842.333496
	Iteration 17Q: 3 clusters Score -1.023955e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100702 members 
Mstep: Class 2 contains 29768 members 
Entering Unmasked Estep 
Score: -10239637.000000 Penalty: 5842.333496
	Iteration 18Q: 3 clusters Score -1.023964e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101068 members 
Mstep: Class 2 contains 29402 members 
Entering Unmasked Estep 
Score: -10239749.000000 Penalty: 5842.333496
	Iteration 19Q: 3 clusters Score -1.023975e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101451 members 
Mstep: Class 2 contains 29019 members 
Entering Unmasked Estep 
Score: -10239808.000000 Penalty: 5842.333496
	Iteration 20F: 3 clusters Score -1.023981e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101813 members 
Mstep: Class 2 contains 28657 members 
Entering Unmasked Estep 
Score: -10239896.000000 Penalty: 5842.333496
	Iteration 21Q: 3 clusters Score -1.02399e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102174 members 
Mstep: Class 2 contains 28296 members 
Entering Unmasked Estep 
Score: -10239965.000000 Penalty: 5842.333496
	Iteration 22Q: 3 clusters Score -1.023996e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102551 members 
Mstep: Class 2 contains 27919 members 
Entering Unmasked Estep 
Score: -10240017.000000 Penalty: 5842.333496
	Iteration 23Q: 3 clusters Score -1.024002e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102958 members 
Mstep: Class 2 contains 27512 members 
Entering Unmasked Estep 
Score: -10240129.000000 Penalty: 5842.333496
	Iteration 24Q: 3 clusters Score -1.024013e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103349 members 
Mstep: Class 2 contains 27121 members 
Entering Unmasked Estep 
Score: -10240254.000000 Penalty: 5842.333496
	Iteration 25Q: 3 clusters Score -1.024025e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103753 members 
Mstep: Class 2 contains 26717 members 
Entering Unmasked Estep 
Score: -10240308.000000 Penalty: 5842.333496
	Iteration 26Q: 3 clusters Score -1.024031e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104126 members 
Mstep: Class 2 contains 26344 members 
Entering Unmasked Estep 
Score: -10240399.000000 Penalty: 5842.333496
	Iteration 27Q: 3 clusters Score -1.02404e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104488 members 
Mstep: Class 2 contains 25982 members 
Entering Unmasked Estep 
Score: -10240439.000000 Penalty: 5842.333496
	Iteration 28Q: 3 clusters Score -1.024044e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104821 members 
Mstep: Class 2 contains 25649 members 
Entering Unmasked Estep 
Score: -10240493.000000 Penalty: 5842.333496
	Iteration 29Q: 3 clusters Score -1.024049e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105124 members 
Mstep: Class 2 contains 25346 members 
Entering Unmasked Estep 
Score: -10240537.000000 Penalty: 5842.333496
	Iteration 30Q: 3 clusters Score -1.024054e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105405 members 
Mstep: Class 2 contains 25065 members 
Entering Unmasked Estep 
Score: -10240566.000000 Penalty: 5842.333496
	Iteration 31Q: 3 clusters Score -1.024057e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105696 members 
Mstep: Class 2 contains 24774 members 
Entering Unmasked Estep 
Score: -10240579.000000 Penalty: 5842.333496
	Iteration 32Q: 3 clusters Score -1.024058e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105954 members 
Mstep: Class 2 contains 24516 members 
Entering Unmasked Estep 
Score: -10240629.000000 Penalty: 5842.333496
	Iteration 33Q: 3 clusters Score -1.024063e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106179 members 
Mstep: Class 2 contains 24291 members 
Entering Unmasked Estep 
Score: -10240681.000000 Penalty: 5842.333496
	Iteration 34Q: 3 clusters Score -1.024068e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106396 members 
Mstep: Class 2 contains 24074 members 
Entering Unmasked Estep 
Score: -10240703.000000 Penalty: 5842.333496
	Iteration 35Q: 3 clusters Score -1.02407e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106607 members 
Mstep: Class 2 contains 23863 members 
Entering Unmasked Estep 
Score: -10240709.000000 Penalty: 5842.333496
	Iteration 36Q: 3 clusters Score -1.024071e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106800 members 
Mstep: Class 2 contains 23670 members 
Entering Unmasked Estep 
Score: -10240736.000000 Penalty: 5842.333496
	Iteration 37Q: 3 clusters Score -1.024074e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106964 members 
Mstep: Class 2 contains 23506 members 
Entering Unmasked Estep 
Score: -10240739.000000 Penalty: 5842.333496
	Iteration 38Q: 3 clusters Score -1.024074e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107110 members 
Mstep: Class 2 contains 23360 members 
Entering Unmasked Estep 
Score: -10240765.000000 Penalty: 5842.333496
	Iteration 39Q: 3 clusters Score -1.024076e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107238 members 
Mstep: Class 2 contains 23232 members 
Entering Unmasked Estep 
Score: -10240773.000000 Penalty: 5842.333496
	Iteration 40F: 3 clusters Score -1.024077e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107355 members 
Mstep: Class 2 contains 23115 members 
Entering Unmasked Estep 
Score: -10240796.000000 Penalty: 5842.333496
	Iteration 41Q: 3 clusters Score -1.02408e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107447 members 
Mstep: Class 2 contains 23023 members 
Entering Unmasked Estep 
Score: -10240813.000000 Penalty: 5842.333496
	Iteration 42Q: 3 clusters Score -1.024081e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107520 members 
Mstep: Class 2 contains 22950 members 
Entering Unmasked Estep 
Score: -10240818.000000 Penalty: 5842.333496
	Iteration 43Q: 3 clusters Score -1.024082e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107608 members 
Mstep: Class 2 contains 22862 members 
Entering Unmasked Estep 
Score: -10240819.000000 Penalty: 5842.333496
	Iteration 44Q: 3 clusters Score -1.024082e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107669 members 
Mstep: Class 2 contains 22801 members 
Entering Unmasked Estep 
Score: -10240818.000000 Penalty: 5842.333496
	Iteration 45Q: 3 clusters Score -1.024082e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107727 members 
Mstep: Class 2 contains 22743 members 
Entering Unmasked Estep 
Score: -10240802.000000 Penalty: 5842.333496
	Iteration 46Q: 3 clusters Score -1.02408e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107774 members 
Mstep: Class 2 contains 22696 members 
Entering Unmasked Estep 
Score: -10240806.000000 Penalty: 5842.333496
	Iteration 47Q: 3 clusters Score -1.024081e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107812 members 
Mstep: Class 2 contains 22658 members 
Entering Unmasked Estep 
Score: -10240798.000000 Penalty: 5842.333496
	Iteration 48Q: 3 clusters Score -1.02408e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107847 members 
Mstep: Class 2 contains 22623 members 
Entering Unmasked Estep 
Score: -10240792.000000 Penalty: 5842.333496
	Iteration 49Q: 3 clusters Score -1.024079e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107880 members 
Mstep: Class 2 contains 22590 members 
Entering Unmasked Estep 
Score: -10240793.000000 Penalty: 5842.333496
	Iteration 50Q: 3 clusters Score -1.024079e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107912 members 
Mstep: Class 2 contains 22558 members 
Entering Unmasked Estep 
Score: -10240774.000000 Penalty: 5842.333496
	Iteration 51Q: 3 clusters Score -1.024077e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107940 members 
Mstep: Class 2 contains 22530 members 
Entering Unmasked Estep 
Score: -10240796.000000 Penalty: 5842.333496
	Iteration 52Q: 3 clusters Score -1.02408e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107970 members 
Mstep: Class 2 contains 22500 members 
Entering Unmasked Estep 
Score: -10240784.000000 Penalty: 5842.333496
	Iteration 53Q: 3 clusters Score -1.024078e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108000 members 
Mstep: Class 2 contains 22470 members 
Entering Unmasked Estep 
Score: -10240790.000000 Penalty: 5842.333496
	Iteration 54Q: 3 clusters Score -1.024079e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108021 members 
Mstep: Class 2 contains 22449 members 
Entering Unmasked Estep 
Score: -10240779.000000 Penalty: 5842.333496
	Iteration 55Q: 3 clusters Score -1.024078e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108040 members 
Mstep: Class 2 contains 22430 members 
Entering Unmasked Estep 
Score: -10240779.000000 Penalty: 5842.333496
	Iteration 56Q: 3 clusters Score -1.024078e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108060 members 
Mstep: Class 2 contains 22410 members 
Entering Unmasked Estep 
Score: -10240762.000000 Penalty: 5842.333496
	Iteration 57Q: 3 clusters Score -1.024076e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108071 members 
Mstep: Class 2 contains 22399 members 
Entering Unmasked Estep 
Score: -10240765.000000 Penalty: 5842.333496
	Iteration 58Q: 3 clusters Score -1.024076e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108081 members 
Mstep: Class 2 contains 22389 members 
Entering Unmasked Estep 
Score: -10240775.000000 Penalty: 5842.333496
	Iteration 59Q: 3 clusters Score -1.024078e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108093 members 
Mstep: Class 2 contains 22377 members 
Entering Unmasked Estep 
Score: -10240776.000000 Penalty: 5842.333496
	Iteration 60F: 3 clusters Score -1.024078e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108107 members 
Mstep: Class 2 contains 22363 members 
Entering Unmasked Estep 
Score: -10240782.000000 Penalty: 5842.333496
	Iteration 61Q: 3 clusters Score -1.024078e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108120 members 
Mstep: Class 2 contains 22350 members 
Entering Unmasked Estep 
Score: -10240794.000000 Penalty: 5842.333496
	Iteration 62Q: 3 clusters Score -1.024079e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108130 members 
Mstep: Class 2 contains 22340 members 
Entering Unmasked Estep 
Score: -10240785.000000 Penalty: 5842.333496
	Iteration 63Q: 3 clusters Score -1.024078e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108140 members 
Mstep: Class 2 contains 22330 members 
Entering Unmasked Estep 
Score: -10240798.000000 Penalty: 5842.333496
	Iteration 64Q: 3 clusters Score -1.02408e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108152 members 
Mstep: Class 2 contains 22318 members 
Entering Unmasked Estep 
Score: -10240802.000000 Penalty: 5842.333496
	Iteration 65Q: 3 clusters Score -1.02408e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108161 members 
Mstep: Class 2 contains 22309 members 
Entering Unmasked Estep 
Score: -10240801.000000 Penalty: 5842.333496
	Iteration 66Q: 3 clusters Score -1.02408e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108171 members 
Mstep: Class 2 contains 22299 members 
Entering Unmasked Estep 
Score: -10240811.000000 Penalty: 5842.333496
	Iteration 67Q: 3 clusters Score -1.024081e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108177 members 
Mstep: Class 2 contains 22293 members 
Entering Unmasked Estep 
Score: -10240812.000000 Penalty: 5842.333496
	Iteration 68Q: 3 clusters Score -1.024081e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108184 members 
Mstep: Class 2 contains 22286 members 
Entering Unmasked Estep 
Score: -10240809.000000 Penalty: 5842.333496
	Iteration 69Q: 3 clusters Score -1.024081e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108189 members 
Mstep: Class 2 contains 22281 members 
Entering Unmasked Estep 
Score: -10240809.000000 Penalty: 5842.333496
	Iteration 70Q: 3 clusters Score -1.024081e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108193 members 
Mstep: Class 2 contains 22277 members 
Entering Unmasked Estep 
Score: -10240818.000000 Penalty: 5842.333496
	Iteration 71Q: 3 clusters Score -1.024082e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108196 members 
Mstep: Class 2 contains 22274 members 
Entering Unmasked Estep 
Score: -10240823.000000 Penalty: 5842.333496
	Iteration 72Q: 3 clusters Score -1.024082e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108200 members 
Mstep: Class 2 contains 22270 members 
Entering Unmasked Estep 
Score: -10240819.000000 Penalty: 5842.333496
	Iteration 73Q: 3 clusters Score -1.024082e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108205 members 
Mstep: Class 2 contains 22265 members 
Entering Unmasked Estep 
Score: -10240803.000000 Penalty: 5842.333496
	Iteration 74Q: 3 clusters Score -1.02408e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108215 members 
Mstep: Class 2 contains 22255 members 
Entering Unmasked Estep 
Score: -10240805.000000 Penalty: 5842.333496
	Iteration 75Q: 3 clusters Score -1.02408e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108226 members 
Mstep: Class 2 contains 22244 members 
Entering Unmasked Estep 
Score: -10240816.000000 Penalty: 5842.333496
	Iteration 76Q: 3 clusters Score -1.024082e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108240 members 
Mstep: Class 2 contains 22230 members 
Entering Unmasked Estep 
Score: -10240810.000000 Penalty: 5842.333496
	Iteration 77Q: 3 clusters Score -1.024081e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108251 members 
Mstep: Class 2 contains 22219 members 
Entering Unmasked Estep 
Score: -10240813.000000 Penalty: 5842.333496
	Iteration 78Q: 3 clusters Score -1.024081e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108256 members 
Mstep: Class 2 contains 22214 members 
Entering Unmasked Estep 
Score: -10240810.000000 Penalty: 5842.333496
	Iteration 79Q: 3 clusters Score -1.024081e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108261 members 
Mstep: Class 2 contains 22209 members 
Entering Unmasked Estep 
Score: -10240811.000000 Penalty: 5842.333496
	Iteration 80F: 3 clusters Score -1.024081e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108262 members 
Mstep: Class 2 contains 22208 members 
Entering Unmasked Estep 
Score: -10240813.000000 Penalty: 5842.333496
	Iteration 81Q: 3 clusters Score -1.024081e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108266 members 
Mstep: Class 2 contains 22204 members 
Entering Unmasked Estep 
Score: -10240804.000000 Penalty: 5842.333496
	Iteration 82Q: 3 clusters Score -1.02408e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108272 members 
Mstep: Class 2 contains 22198 members 
Entering Unmasked Estep 
Score: -10240804.000000 Penalty: 5842.333496
	Iteration 83Q: 3 clusters Score -1.02408e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108276 members 
Mstep: Class 2 contains 22194 members 
Entering Unmasked Estep 
Score: -10240811.000000 Penalty: 5842.333496
	Iteration 84Q: 3 clusters Score -1.024081e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108278 members 
Mstep: Class 2 contains 22192 members 
Entering Unmasked Estep 
Score: -10240812.000000 Penalty: 5842.333496
	Iteration 85Q: 3 clusters Score -1.024081e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108279 members 
Mstep: Class 2 contains 22191 members 
Entering Unmasked Estep 
Score: -10240814.000000 Penalty: 5842.333496
	Iteration 86Q: 3 clusters Score -1.024081e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108280 members 
Mstep: Class 2 contains 22190 members 
Entering Unmasked Estep 
Score: -10240815.000000 Penalty: 5842.333496
	Iteration 87Q: 3 clusters Score -1.024082e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108281 members 
Mstep: Class 2 contains 22189 members 
Entering Unmasked Estep 
Score: -10240812.000000 Penalty: 5842.333496
	Iteration 88Q: 3 clusters Score -1.024081e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108283 members 
Mstep: Class 2 contains 22187 members 
Entering Unmasked Estep 
Score: -10240818.000000 Penalty: 5842.333496
	Iteration 89Q: 3 clusters Score -1.024082e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108285 members 
Mstep: Class 2 contains 22185 members 
Entering Unmasked Estep 
Score: -10240818.000000 Penalty: 5842.333496
	Iteration 90Q: 3 clusters Score -1.024082e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108285 members 
Mstep: Class 2 contains 22185 members 
Entering Unmasked Estep 
Score: -10240818.000000 Penalty: 5842.333496
	Iteration 91F: 3 clusters Score -1.024082e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 108285 members 
Mstep: Class 2 contains 22185 members 
Mstep: Class 3 contains 9450 members 
Mstep: Class 4 contains 156793 members 
Mstep: Class 5 contains 16724 members 
Mstep: Class 6 contains 16055 members 
Mstep: Class 7 contains 709360 members 
Mstep: Class 8 contains 27172 members 
Mstep: Class 9 contains 11473 members 
Mstep: Class 10 contains 13245 members 
Mstep: Class 12 contains 61606 members 
Mstep: Class 13 contains 95187 members 
Mstep: Class 15 contains 48800 members 
Mstep: Class 16 contains 10471 members 
Mstep: Class 17 contains 16893 members 
Mstep: Class 18 contains 77645 members 
Mstep: Class 19 contains 61724 members 
Entering Unmasked Estep 
Score: -111855296.000000 Penalty: 59850.605469
Splitting cluster 1 changes total score from -111847728.000000 to -111855296.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 3 (9450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Entering Unmasked Estep 
Score: -713499.375000 Penalty: 2270.135010
	Iteration 0F: 2 clusters Score -713499.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -706160.812500 Penalty: 4540.270020
	Iteration 0F: 3 clusters Score -706160.8 nChanged 3964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -708474.937500 Penalty: 4540.270020
	Iteration 1F: 3 clusters Score -708474.9 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -709402.562500 Penalty: 4540.270020
	Iteration 2F: 3 clusters Score -709402.6 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -711181.937500 Penalty: 4540.270020
	Iteration 3F: 3 clusters Score -711181.9 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -713344.437500 Penalty: 4540.270020
	Iteration 4F: 3 clusters Score -713344.4 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -714419.500000 Penalty: 4540.270020
	Iteration 5F: 3 clusters Score -714419.5 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -714790.500000 Penalty: 4540.270020
	Iteration 6F: 3 clusters Score -714790.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -714922.062500 Penalty: 4540.270020
	Iteration 7Q: 3 clusters Score -714922.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -714981.062500 Penalty: 4540.270020
	Iteration 8Q: 3 clusters Score -714981.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -715023.500000 Penalty: 4540.270020
	Iteration 9Q: 3 clusters Score -715023.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -715055.062500 Penalty: 4540.270020
	Iteration 10Q: 3 clusters Score -715055.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -715076.687500 Penalty: 4540.270020
	Iteration 11Q: 3 clusters Score -715076.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -715084.375000 Penalty: 4540.270020
	Iteration 12Q: 3 clusters Score -715084.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -715096.500000 Penalty: 4540.270020
	Iteration 13Q: 3 clusters Score -715096.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -715101.312500 Penalty: 4540.270020
	Iteration 14Q: 3 clusters Score -715101.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -715105.125000 Penalty: 4540.270020
	Iteration 15Q: 3 clusters Score -715105.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -715108.312500 Penalty: 4540.270020
	Iteration 16Q: 3 clusters Score -715108.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -715110.937500 Penalty: 4540.270020
	Iteration 17Q: 3 clusters Score -715110.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -715111.250000 Penalty: 4540.270020
	Iteration 18Q: 3 clusters Score -715111.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -715112.562500 Penalty: 4540.270020
	Iteration 19Q: 3 clusters Score -715112.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -715113.000000 Penalty: 4540.270020
	Iteration 20F: 3 clusters Score -715113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -715115.125000 Penalty: 4540.270020
	Iteration 21Q: 3 clusters Score -715115.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -715115.250000 Penalty: 4540.270020
	Iteration 22Q: 3 clusters Score -715115.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -715115.187500 Penalty: 4540.270020
	Iteration 23Q: 3 clusters Score -715115.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -715115.500000 Penalty: 4540.270020
	Iteration 24Q: 3 clusters Score -715115.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -715115.500000 Penalty: 4540.270020
	Iteration 25F: 3 clusters Score -715115.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 108285 members 
Mstep: Class 2 contains 22185 members 
Mstep: Class 3 contains 1482 members 
Mstep: Class 4 contains 156793 members 
Mstep: Class 5 contains 16724 members 
Mstep: Class 6 contains 16055 members 
Mstep: Class 7 contains 709360 members 
Mstep: Class 8 contains 27172 members 
Mstep: Class 9 contains 11473 members 
Mstep: Class 10 contains 13245 members 
Mstep: Class 11 contains 7968 members 
Mstep: Class 12 contains 61606 members 
Mstep: Class 13 contains 95187 members 
Mstep: Class 15 contains 48800 members 
Mstep: Class 16 contains 10471 members 
Mstep: Class 17 contains 16893 members 
Mstep: Class 18 contains 77645 members 
Mstep: Class 19 contains 61724 members 
Entering Unmasked Estep 
Score: -111855576.000000 Penalty: 63371.230469
Splitting cluster 3 changes total score from -111847728.000000 to -111855576.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 4 (156793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156793 members 
Entering Unmasked Estep 
Score: -12534780.000000 Penalty: 2966.745117
	Iteration 0F: 2 clusters Score -1.253478e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78400 members 
Mstep: Class 2 contains 78393 members 
Entering Unmasked Estep 
Score: -12429541.000000 Penalty: 5933.490234
	Iteration 0F: 3 clusters Score -1.242954e+07 nChanged 74884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78206 members 
Mstep: Class 2 contains 78587 members 
Entering Unmasked Estep 
Score: -12473458.000000 Penalty: 5933.490234
	Iteration 1F: 3 clusters Score -1.247346e+07 nChanged 4694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78470 members 
Mstep: Class 2 contains 78323 members 
Entering Unmasked Estep 
Score: -12474480.000000 Penalty: 5933.490234
	Iteration 2Q: 3 clusters Score -1.247448e+07 nChanged 4856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78984 members 
Mstep: Class 2 contains 77809 members 
Entering Unmasked Estep 
Score: -12475610.000000 Penalty: 5933.490234
	Iteration 3Q: 3 clusters Score -1.247561e+07 nChanged 5108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79800 members 
Mstep: Class 2 contains 76993 members 
Entering Unmasked Estep 
Score: -12476900.000000 Penalty: 5933.490234
	Iteration 4Q: 3 clusters Score -1.24769e+07 nChanged 5729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81349 members 
Mstep: Class 2 contains 75444 members 
Entering Unmasked Estep 
Score: -12478864.000000 Penalty: 5933.490234
	Iteration 5Q: 3 clusters Score -1.247886e+07 nChanged 6681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83808 members 
Mstep: Class 2 contains 72985 members 
Entering Unmasked Estep 
Score: -12481637.000000 Penalty: 5933.490234
	Iteration 6Q: 3 clusters Score -1.248164e+07 nChanged 7905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87363 members 
Mstep: Class 2 contains 69430 members 
Entering Unmasked Estep 
Score: -12485156.000000 Penalty: 5933.490234
	Iteration 7F: 3 clusters Score -1.248516e+07 nChanged 9106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92221 members 
Mstep: Class 2 contains 64572 members 
Entering Unmasked Estep 
Score: -12489936.000000 Penalty: 5933.490234
	Iteration 8F: 3 clusters Score -1.248994e+07 nChanged 9910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98273 members 
Mstep: Class 2 contains 58520 members 
Entering Unmasked Estep 
Score: -12495629.000000 Penalty: 5933.490234
	Iteration 9F: 3 clusters Score -1.249563e+07 nChanged 9985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105180 members 
Mstep: Class 2 contains 51613 members 
Entering Unmasked Estep 
Score: -12501386.000000 Penalty: 5933.490234
	Iteration 10F: 3 clusters Score -1.250139e+07 nChanged 9236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112256 members 
Mstep: Class 2 contains 44537 members 
Entering Unmasked Estep 
Score: -12506819.000000 Penalty: 5933.490234
	Iteration 11F: 3 clusters Score -1.250682e+07 nChanged 8213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119173 members 
Mstep: Class 2 contains 37620 members 
Entering Unmasked Estep 
Score: -12511713.000000 Penalty: 5933.490234
	Iteration 12F: 3 clusters Score -1.251171e+07 nChanged 7287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125752 members 
Mstep: Class 2 contains 31041 members 
Entering Unmasked Estep 
Score: -12516058.000000 Penalty: 5933.490234
	Iteration 13Q: 3 clusters Score -1.251606e+07 nChanged 6371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131671 members 
Mstep: Class 2 contains 25122 members 
Entering Unmasked Estep 
Score: -12519649.000000 Penalty: 5933.490234
	Iteration 14Q: 3 clusters Score -1.251965e+07 nChanged 5320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136647 members 
Mstep: Class 2 contains 20146 members 
Entering Unmasked Estep 
Score: -12522593.000000 Penalty: 5933.490234
	Iteration 15Q: 3 clusters Score -1.252259e+07 nChanged 4284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140703 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -12524874.000000 Penalty: 5933.490234
	Iteration 16Q: 3 clusters Score -1.252487e+07 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144035 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -12526712.000000 Penalty: 5933.490234
	Iteration 17Q: 3 clusters Score -1.252671e+07 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146731 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -12528110.000000 Penalty: 5933.490234
	Iteration 18Q: 3 clusters Score -1.252811e+07 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148885 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -12529289.000000 Penalty: 5933.490234
	Iteration 19Q: 3 clusters Score -1.252929e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150547 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -12530223.000000 Penalty: 5933.490234
	Iteration 20F: 3 clusters Score -1.253022e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151816 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -12530849.000000 Penalty: 5933.490234
	Iteration 21Q: 3 clusters Score -1.253085e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152777 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -12531424.000000 Penalty: 5933.490234
	Iteration 22Q: 3 clusters Score -1.253142e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153449 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -12531744.000000 Penalty: 5933.490234
	Iteration 23Q: 3 clusters Score -1.253174e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153909 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -12531995.000000 Penalty: 5933.490234
	Iteration 24Q: 3 clusters Score -1.2532e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154239 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -12532221.000000 Penalty: 5933.490234
	Iteration 25Q: 3 clusters Score -1.253222e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154490 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -12532348.000000 Penalty: 5933.490234
	Iteration 26Q: 3 clusters Score -1.253235e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154671 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -12532502.000000 Penalty: 5933.490234
	Iteration 27Q: 3 clusters Score -1.25325e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154808 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -12532626.000000 Penalty: 5933.490234
	Iteration 28Q: 3 clusters Score -1.253263e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154907 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -12532721.000000 Penalty: 5933.490234
	Iteration 29Q: 3 clusters Score -1.253272e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154985 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -12532790.000000 Penalty: 5933.490234
	Iteration 30Q: 3 clusters Score -1.253279e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155060 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -12532868.000000 Penalty: 5933.490234
	Iteration 31Q: 3 clusters Score -1.253287e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155115 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -12532919.000000 Penalty: 5933.490234
	Iteration 32Q: 3 clusters Score -1.253292e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155147 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -12532972.000000 Penalty: 5933.490234
	Iteration 33Q: 3 clusters Score -1.253297e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155166 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -12533017.000000 Penalty: 5933.490234
	Iteration 34Q: 3 clusters Score -1.253302e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155184 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -12533052.000000 Penalty: 5933.490234
	Iteration 35Q: 3 clusters Score -1.253305e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155199 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -12533080.000000 Penalty: 5933.490234
	Iteration 36Q: 3 clusters Score -1.253308e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155212 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -12533105.000000 Penalty: 5933.490234
	Iteration 37Q: 3 clusters Score -1.25331e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155224 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -12533118.000000 Penalty: 5933.490234
	Iteration 38Q: 3 clusters Score -1.253312e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155241 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -12533114.000000 Penalty: 5933.490234
	Iteration 39Q: 3 clusters Score -1.253311e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155251 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -12533121.000000 Penalty: 5933.490234
	Iteration 40F: 3 clusters Score -1.253312e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155255 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -12533130.000000 Penalty: 5933.490234
	Iteration 41Q: 3 clusters Score -1.253313e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155258 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -12533133.000000 Penalty: 5933.490234
	Iteration 42Q: 3 clusters Score -1.253313e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155263 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -12533140.000000 Penalty: 5933.490234
	Iteration 43Q: 3 clusters Score -1.253314e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155268 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -12533150.000000 Penalty: 5933.490234
	Iteration 44Q: 3 clusters Score -1.253315e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155270 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -12533164.000000 Penalty: 5933.490234
	Iteration 45Q: 3 clusters Score -1.253316e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155271 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -12533154.000000 Penalty: 5933.490234
	Iteration 46Q: 3 clusters Score -1.253315e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155272 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -12533157.000000 Penalty: 5933.490234
	Iteration 47Q: 3 clusters Score -1.253316e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155272 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -12533157.000000 Penalty: 5933.490234
	Iteration 48F: 3 clusters Score -1.253316e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (16724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16724 members 
Entering Unmasked Estep 
Score: -1175409.125000 Penalty: 2411.700684
	Iteration 0F: 2 clusters Score -1175409 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -1163473.125000 Penalty: 4823.401367
	Iteration 0F: 3 clusters Score -1163473 nChanged 7371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1169352.625000 Penalty: 4823.401367
	Iteration 1F: 3 clusters Score -1169353 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1174616.375000 Penalty: 4823.401367
	Iteration 2F: 3 clusters Score -1174616 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1178593.500000 Penalty: 4823.401367
	Iteration 3F: 3 clusters Score -1178594 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1179639.500000 Penalty: 4823.401367
	Iteration 4F: 3 clusters Score -1179640 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1179852.375000 Penalty: 4823.401367
	Iteration 5Q: 3 clusters Score -1179852 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1179907.125000 Penalty: 4823.401367
	Iteration 6Q: 3 clusters Score -1179907 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1179936.250000 Penalty: 4823.401367
	Iteration 7Q: 3 clusters Score -1179936 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1179945.125000 Penalty: 4823.401367
	Iteration 8Q: 3 clusters Score -1179945 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1179959.000000 Penalty: 4823.401367
	Iteration 9Q: 3 clusters Score -1179959 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1179968.250000 Penalty: 4823.401367
	Iteration 10Q: 3 clusters Score -1179968 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1179971.375000 Penalty: 4823.401367
	Iteration 11Q: 3 clusters Score -1179971 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1179972.125000 Penalty: 4823.401367
	Iteration 12Q: 3 clusters Score -1179972 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1179974.000000 Penalty: 4823.401367
	Iteration 13Q: 3 clusters Score -1179974 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1179977.875000 Penalty: 4823.401367
	Iteration 14Q: 3 clusters Score -1179978 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1179981.375000 Penalty: 4823.401367
	Iteration 15Q: 3 clusters Score -1179981 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1179984.875000 Penalty: 4823.401367
	Iteration 16Q: 3 clusters Score -1179985 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1179991.375000 Penalty: 4823.401367
	Iteration 17Q: 3 clusters Score -1179991 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1179994.375000 Penalty: 4823.401367
	Iteration 18Q: 3 clusters Score -1179994 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1179995.375000 Penalty: 4823.401367
	Iteration 19Q: 3 clusters Score -1179995 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1179997.500000 Penalty: 4823.401367
	Iteration 20F: 3 clusters Score -1179998 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1179996.750000 Penalty: 4823.401367
	Iteration 21Q: 3 clusters Score -1179997 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1179996.500000 Penalty: 4823.401367
	Iteration 22Q: 3 clusters Score -1179996 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1180002.750000 Penalty: 4823.401367
	Iteration 23Q: 3 clusters Score -1180003 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1180001.875000 Penalty: 4823.401367
	Iteration 24Q: 3 clusters Score -1180002 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1180003.500000 Penalty: 4823.401367
	Iteration 25Q: 3 clusters Score -1180004 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1180002.750000 Penalty: 4823.401367
	Iteration 26Q: 3 clusters Score -1180003 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1179999.750000 Penalty: 4823.401367
	Iteration 27Q: 3 clusters Score -1180000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1180002.250000 Penalty: 4823.401367
	Iteration 28Q: 3 clusters Score -1180002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1180004.000000 Penalty: 4823.401367
	Iteration 29Q: 3 clusters Score -1180004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1180007.625000 Penalty: 4823.401367
	Iteration 30Q: 3 clusters Score -1180008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1180005.625000 Penalty: 4823.401367
	Iteration 31Q: 3 clusters Score -1180006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1180006.625000 Penalty: 4823.401367
	Iteration 32Q: 3 clusters Score -1180007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1180006.125000 Penalty: 4823.401367
	Iteration 33Q: 3 clusters Score -1180006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1180007.625000 Penalty: 4823.401367
	Iteration 34Q: 3 clusters Score -1180008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1180005.500000 Penalty: 4823.401367
	Iteration 35Q: 3 clusters Score -1180006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1180004.750000 Penalty: 4823.401367
	Iteration 36Q: 3 clusters Score -1180005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1180003.875000 Penalty: 4823.401367
	Iteration 37Q: 3 clusters Score -1180004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1180007.125000 Penalty: 4823.401367
	Iteration 38Q: 3 clusters Score -1180007 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1180006.125000 Penalty: 4823.401367
	Iteration 39Q: 3 clusters Score -1180006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1180006.875000 Penalty: 4823.401367
	Iteration 40F: 3 clusters Score -1180007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1180008.375000 Penalty: 4823.401367
	Iteration 41Q: 3 clusters Score -1180008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -1180009.250000 Penalty: 4823.401367
	Iteration 42Q: 3 clusters Score -1180009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1180009.500000 Penalty: 4823.401367
	Iteration 43Q: 3 clusters Score -1180010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1180010.125000 Penalty: 4823.401367
	Iteration 44Q: 3 clusters Score -1180010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1180010.375000 Penalty: 4823.401367
	Iteration 45Q: 3 clusters Score -1180010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1180010.375000 Penalty: 4823.401367
	Iteration 46F: 3 clusters Score -1180010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 108285 members 
Mstep: Class 2 contains 22185 members 
Mstep: Class 3 contains 1482 members 
Mstep: Class 4 contains 156793 members 
Mstep: Class 5 contains 12545 members 
Mstep: Class 6 contains 16055 members 
Mstep: Class 7 contains 709360 members 
Mstep: Class 8 contains 27172 members 
Mstep: Class 9 contains 11473 members 
Mstep: Class 10 contains 13245 members 
Mstep: Class 11 contains 7968 members 
Mstep: Class 12 contains 61606 members 
Mstep: Class 13 contains 95187 members 
Mstep: Class 14 contains 4179 members 
Mstep: Class 15 contains 48800 members 
Mstep: Class 16 contains 10471 members 
Mstep: Class 17 contains 16893 members 
Mstep: Class 18 contains 77645 members 
Mstep: Class 19 contains 61724 members 
Entering Unmasked Estep 
Score: -111858296.000000 Penalty: 66891.851562
Splitting cluster 5 changes total score from -111847728.000000 to -111858296.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 6 (16055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Entering Unmasked Estep 
Score: -1310822.875000 Penalty: 2401.576416
	Iteration 0F: 2 clusters Score -1310823 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -1299278.125000 Penalty: 4803.152832
	Iteration 0F: 3 clusters Score -1299278 nChanged 6923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -1303108.375000 Penalty: 4803.152832
	Iteration 1F: 3 clusters Score -1303108 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -1303527.875000 Penalty: 4803.152832
	Iteration 2F: 3 clusters Score -1303528 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1303912.625000 Penalty: 4803.152832
	Iteration 3Q: 3 clusters Score -1303913 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -1304413.000000 Penalty: 4803.152832
	Iteration 4F: 3 clusters Score -1304413 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1305030.250000 Penalty: 4803.152832
	Iteration 5F: 3 clusters Score -1305030 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1305681.625000 Penalty: 4803.152832
	Iteration 6F: 3 clusters Score -1305682 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1306342.250000 Penalty: 4803.152832
	Iteration 7F: 3 clusters Score -1306342 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1307038.750000 Penalty: 4803.152832
	Iteration 8F: 3 clusters Score -1307039 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1307680.500000 Penalty: 4803.152832
	Iteration 9F: 3 clusters Score -1307680 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1308189.000000 Penalty: 4803.152832
	Iteration 10Q: 3 clusters Score -1308189 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1308502.375000 Penalty: 4803.152832
	Iteration 11Q: 3 clusters Score -1308502 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1308645.875000 Penalty: 4803.152832
	Iteration 12Q: 3 clusters Score -1308646 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1308737.875000 Penalty: 4803.152832
	Iteration 13Q: 3 clusters Score -1308738 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1308781.875000 Penalty: 4803.152832
	Iteration 14Q: 3 clusters Score -1308782 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1308825.250000 Penalty: 4803.152832
	Iteration 15Q: 3 clusters Score -1308825 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1308850.875000 Penalty: 4803.152832
	Iteration 16Q: 3 clusters Score -1308851 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1308877.375000 Penalty: 4803.152832
	Iteration 17Q: 3 clusters Score -1308877 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1308895.000000 Penalty: 4803.152832
	Iteration 18Q: 3 clusters Score -1308895 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1308917.125000 Penalty: 4803.152832
	Iteration 19Q: 3 clusters Score -1308917 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1308929.875000 Penalty: 4803.152832
	Iteration 20F: 3 clusters Score -1308930 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1308941.000000 Penalty: 4803.152832
	Iteration 21Q: 3 clusters Score -1308941 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1308949.500000 Penalty: 4803.152832
	Iteration 22Q: 3 clusters Score -1308950 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1308955.000000 Penalty: 4803.152832
	Iteration 23Q: 3 clusters Score -1308955 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -1308963.375000 Penalty: 4803.152832
	Iteration 24Q: 3 clusters Score -1308963 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1308969.625000 Penalty: 4803.152832
	Iteration 25Q: 3 clusters Score -1308970 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1308973.375000 Penalty: 4803.152832
	Iteration 26Q: 3 clusters Score -1308973 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1308975.125000 Penalty: 4803.152832
	Iteration 27Q: 3 clusters Score -1308975 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1308987.125000 Penalty: 4803.152832
	Iteration 28Q: 3 clusters Score -1308987 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1308985.500000 Penalty: 4803.152832
	Iteration 29Q: 3 clusters Score -1308986 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1308993.250000 Penalty: 4803.152832
	Iteration 30Q: 3 clusters Score -1308993 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1308999.125000 Penalty: 4803.152832
	Iteration 31Q: 3 clusters Score -1308999 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1308999.500000 Penalty: 4803.152832
	Iteration 32Q: 3 clusters Score -1309000 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1308998.875000 Penalty: 4803.152832
	Iteration 33Q: 3 clusters Score -1308999 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1309001.750000 Penalty: 4803.152832
	Iteration 34Q: 3 clusters Score -1309002 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1309004.625000 Penalty: 4803.152832
	Iteration 35Q: 3 clusters Score -1309005 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1309015.125000 Penalty: 4803.152832
	Iteration 36Q: 3 clusters Score -1309015 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -1309017.250000 Penalty: 4803.152832
	Iteration 37Q: 3 clusters Score -1309017 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1309020.750000 Penalty: 4803.152832
	Iteration 38Q: 3 clusters Score -1309021 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1309021.625000 Penalty: 4803.152832
	Iteration 39Q: 3 clusters Score -1309022 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1309025.500000 Penalty: 4803.152832
	Iteration 40F: 3 clusters Score -1309026 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1309028.500000 Penalty: 4803.152832
	Iteration 41Q: 3 clusters Score -1309028 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1309030.500000 Penalty: 4803.152832
	Iteration 42Q: 3 clusters Score -1309030 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1309031.875000 Penalty: 4803.152832
	Iteration 43Q: 3 clusters Score -1309032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -1309030.625000 Penalty: 4803.152832
	Iteration 44Q: 3 clusters Score -1309031 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1309031.500000 Penalty: 4803.152832
	Iteration 45Q: 3 clusters Score -1309032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1309031.875000 Penalty: 4803.152832
	Iteration 46Q: 3 clusters Score -1309032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1309033.750000 Penalty: 4803.152832
	Iteration 47Q: 3 clusters Score -1309034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1309035.000000 Penalty: 4803.152832
	Iteration 48Q: 3 clusters Score -1309035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -1309034.875000 Penalty: 4803.152832
	Iteration 49Q: 3 clusters Score -1309035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1309032.375000 Penalty: 4803.152832
	Iteration 50Q: 3 clusters Score -1309032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -1309032.250000 Penalty: 4803.152832
	Iteration 51Q: 3 clusters Score -1309032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1309030.000000 Penalty: 4803.152832
	Iteration 52Q: 3 clusters Score -1309030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1309033.375000 Penalty: 4803.152832
	Iteration 53Q: 3 clusters Score -1309033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1309034.250000 Penalty: 4803.152832
	Iteration 54Q: 3 clusters Score -1309034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1309034.875000 Penalty: 4803.152832
	Iteration 55Q: 3 clusters Score -1309035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1309031.375000 Penalty: 4803.152832
	Iteration 56Q: 3 clusters Score -1309031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1309033.750000 Penalty: 4803.152832
	Iteration 57Q: 3 clusters Score -1309034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1309034.125000 Penalty: 4803.152832
	Iteration 58Q: 3 clusters Score -1309034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1309032.250000 Penalty: 4803.152832
	Iteration 59Q: 3 clusters Score -1309032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1309031.500000 Penalty: 4803.152832
	Iteration 60F: 3 clusters Score -1309032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1309033.750000 Penalty: 4803.152832
	Iteration 61Q: 3 clusters Score -1309034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1309033.250000 Penalty: 4803.152832
	Iteration 62Q: 3 clusters Score -1309033 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1309037.875000 Penalty: 4803.152832
	Iteration 63Q: 3 clusters Score -1309038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1309039.250000 Penalty: 4803.152832
	Iteration 64Q: 3 clusters Score -1309039 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1309038.625000 Penalty: 4803.152832
	Iteration 65Q: 3 clusters Score -1309039 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1309039.250000 Penalty: 4803.152832
	Iteration 66Q: 3 clusters Score -1309039 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1309036.625000 Penalty: 4803.152832
	Iteration 67Q: 3 clusters Score -1309037 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1309037.500000 Penalty: 4803.152832
	Iteration 68Q: 3 clusters Score -1309038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1309038.750000 Penalty: 4803.152832
	Iteration 69Q: 3 clusters Score -1309039 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1309039.125000 Penalty: 4803.152832
	Iteration 70Q: 3 clusters Score -1309039 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1309042.375000 Penalty: 4803.152832
	Iteration 71Q: 3 clusters Score -1309042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1309041.000000 Penalty: 4803.152832
	Iteration 72Q: 3 clusters Score -1309041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1309039.625000 Penalty: 4803.152832
	Iteration 73Q: 3 clusters Score -1309040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1309041.750000 Penalty: 4803.152832
	Iteration 74Q: 3 clusters Score -1309042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1309043.125000 Penalty: 4803.152832
	Iteration 75Q: 3 clusters Score -1309043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1309042.250000 Penalty: 4803.152832
	Iteration 76Q: 3 clusters Score -1309042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1309039.500000 Penalty: 4803.152832
	Iteration 77Q: 3 clusters Score -1309040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1309041.625000 Penalty: 4803.152832
	Iteration 78Q: 3 clusters Score -1309042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1309043.125000 Penalty: 4803.152832
	Iteration 79Q: 3 clusters Score -1309043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1309043.750000 Penalty: 4803.152832
	Iteration 80F: 3 clusters Score -1309044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1309044.875000 Penalty: 4803.152832
	Iteration 81Q: 3 clusters Score -1309045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1309045.750000 Penalty: 4803.152832
	Iteration 82Q: 3 clusters Score -1309046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -1309048.500000 Penalty: 4803.152832
	Iteration 83Q: 3 clusters Score -1309048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1309048.125000 Penalty: 4803.152832
	Iteration 84Q: 3 clusters Score -1309048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1309047.750000 Penalty: 4803.152832
	Iteration 85Q: 3 clusters Score -1309048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1309049.000000 Penalty: 4803.152832
	Iteration 86Q: 3 clusters Score -1309049 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1309049.000000 Penalty: 4803.152832
	Iteration 87F: 3 clusters Score -1309049 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (709360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709360 members 
Entering Unmasked Estep 
Score: -55620828.000000 Penalty: 3341.085449
	Iteration 0F: 2 clusters Score -5.562083e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354291 members 
Mstep: Class 2 contains 355069 members 
Entering Unmasked Estep 
Score: -55141256.000000 Penalty: 6682.170898
	Iteration 0F: 3 clusters Score -5.514126e+07 nChanged 348009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340916 members 
Mstep: Class 2 contains 368444 members 
Entering Unmasked Estep 
Score: -55355508.000000 Penalty: 6682.170898
	Iteration 1F: 3 clusters Score -5.535551e+07 nChanged 23653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332889 members 
Mstep: Class 2 contains 376471 members 
Entering Unmasked Estep 
Score: -55363344.000000 Penalty: 6682.170898
	Iteration 2Q: 3 clusters Score -5.536334e+07 nChanged 29897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320332 members 
Mstep: Class 2 contains 389028 members 
Entering Unmasked Estep 
Score: -55377300.000000 Penalty: 6682.170898
	Iteration 3Q: 3 clusters Score -5.53773e+07 nChanged 37187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301687 members 
Mstep: Class 2 contains 407673 members 
Entering Unmasked Estep 
Score: -55398140.000000 Penalty: 6682.170898
	Iteration 4F: 3 clusters Score -5.539814e+07 nChanged 43893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277242 members 
Mstep: Class 2 contains 432118 members 
Entering Unmasked Estep 
Score: -55429300.000000 Penalty: 6682.170898
	Iteration 5F: 3 clusters Score -5.54293e+07 nChanged 46530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250580 members 
Mstep: Class 2 contains 458780 members 
Entering Unmasked Estep 
Score: -55463252.000000 Penalty: 6682.170898
	Iteration 6F: 3 clusters Score -5.546325e+07 nChanged 43432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226776 members 
Mstep: Class 2 contains 482584 members 
Entering Unmasked Estep 
Score: -55492464.000000 Penalty: 6682.170898
	Iteration 7F: 3 clusters Score -5.549246e+07 nChanged 36583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207175 members 
Mstep: Class 2 contains 502185 members 
Entering Unmasked Estep 
Score: -55515288.000000 Penalty: 6682.170898
	Iteration 8F: 3 clusters Score -5.551529e+07 nChanged 29090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190545 members 
Mstep: Class 2 contains 518815 members 
Entering Unmasked Estep 
Score: -55530844.000000 Penalty: 6682.170898
	Iteration 9Q: 3 clusters Score -5.553084e+07 nChanged 22447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175884 members 
Mstep: Class 2 contains 533476 members 
Entering Unmasked Estep 
Score: -55541400.000000 Penalty: 6682.170898
	Iteration 10Q: 3 clusters Score -5.55414e+07 nChanged 17860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162408 members 
Mstep: Class 2 contains 546952 members 
Entering Unmasked Estep 
Score: -55548824.000000 Penalty: 6682.170898
	Iteration 11Q: 3 clusters Score -5.554882e+07 nChanged 14896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149662 members 
Mstep: Class 2 contains 559698 members 
Entering Unmasked Estep 
Score: -55554604.000000 Penalty: 6682.170898
	Iteration 12Q: 3 clusters Score -5.55546e+07 nChanged 13184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137216 members 
Mstep: Class 2 contains 572144 members 
Entering Unmasked Estep 
Score: -55560212.000000 Penalty: 6682.170898
	Iteration 13Q: 3 clusters Score -5.556021e+07 nChanged 12457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125053 members 
Mstep: Class 2 contains 584307 members 
Entering Unmasked Estep 
Score: -55564932.000000 Penalty: 6682.170898
	Iteration 14Q: 3 clusters Score -5.556493e+07 nChanged 12222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112913 members 
Mstep: Class 2 contains 596447 members 
Entering Unmasked Estep 
Score: -55569832.000000 Penalty: 6682.170898
	Iteration 15Q: 3 clusters Score -5.556983e+07 nChanged 11964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101025 members 
Mstep: Class 2 contains 608335 members 
Entering Unmasked Estep 
Score: -55575248.000000 Penalty: 6682.170898
	Iteration 16Q: 3 clusters Score -5.557525e+07 nChanged 11674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89427 members 
Mstep: Class 2 contains 619933 members 
Entering Unmasked Estep 
Score: -55580556.000000 Penalty: 6682.170898
	Iteration 17Q: 3 clusters Score -5.558056e+07 nChanged 11227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78258 members 
Mstep: Class 2 contains 631102 members 
Entering Unmasked Estep 
Score: -55586432.000000 Penalty: 6682.170898
	Iteration 18Q: 3 clusters Score -5.558643e+07 nChanged 10789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67525 members 
Mstep: Class 2 contains 641835 members 
Entering Unmasked Estep 
Score: -55592016.000000 Penalty: 6682.170898
	Iteration 19Q: 3 clusters Score -5.559202e+07 nChanged 10132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57453 members 
Mstep: Class 2 contains 651907 members 
Entering Unmasked Estep 
Score: -55596940.000000 Penalty: 6682.170898
	Iteration 20F: 3 clusters Score -5.559694e+07 nChanged 9124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48385 members 
Mstep: Class 2 contains 660975 members 
Entering Unmasked Estep 
Score: -55601368.000000 Penalty: 6682.170898
	Iteration 21Q: 3 clusters Score -5.560137e+07 nChanged 7969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40470 members 
Mstep: Class 2 contains 668890 members 
Entering Unmasked Estep 
Score: -55605152.000000 Penalty: 6682.170898
	Iteration 22Q: 3 clusters Score -5.560515e+07 nChanged 6888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33622 members 
Mstep: Class 2 contains 675738 members 
Entering Unmasked Estep 
Score: -55607920.000000 Penalty: 6682.170898
	Iteration 23Q: 3 clusters Score -5.560792e+07 nChanged 5665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27983 members 
Mstep: Class 2 contains 681377 members 
Entering Unmasked Estep 
Score: -55610760.000000 Penalty: 6682.170898
	Iteration 24Q: 3 clusters Score -5.561076e+07 nChanged 4716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23289 members 
Mstep: Class 2 contains 686071 members 
Entering Unmasked Estep 
Score: -55612620.000000 Penalty: 6682.170898
	Iteration 25Q: 3 clusters Score -5.561262e+07 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19558 members 
Mstep: Class 2 contains 689802 members 
Entering Unmasked Estep 
Score: -55614216.000000 Penalty: 6682.170898
	Iteration 26Q: 3 clusters Score -5.561422e+07 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 692807 members 
Entering Unmasked Estep 
Score: -55615740.000000 Penalty: 6682.170898
	Iteration 27Q: 3 clusters Score -5.561574e+07 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 695230 members 
Entering Unmasked Estep 
Score: -55616396.000000 Penalty: 6682.170898
	Iteration 28Q: 3 clusters Score -5.56164e+07 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 697236 members 
Entering Unmasked Estep 
Score: -55617144.000000 Penalty: 6682.170898
	Iteration 29Q: 3 clusters Score -5.561714e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 698785 members 
Entering Unmasked Estep 
Score: -55617544.000000 Penalty: 6682.170898
	Iteration 30Q: 3 clusters Score -5.561754e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 700031 members 
Entering Unmasked Estep 
Score: -55617884.000000 Penalty: 6682.170898
	Iteration 31Q: 3 clusters Score -5.561788e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 701008 members 
Entering Unmasked Estep 
Score: -55618144.000000 Penalty: 6682.170898
	Iteration 32Q: 3 clusters Score -5.561814e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 701730 members 
Entering Unmasked Estep 
Score: -55618232.000000 Penalty: 6682.170898
	Iteration 33Q: 3 clusters Score -5.561823e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 702326 members 
Entering Unmasked Estep 
Score: -55618360.000000 Penalty: 6682.170898
	Iteration 34Q: 3 clusters Score -5.561836e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 702802 members 
Entering Unmasked Estep 
Score: -55618432.000000 Penalty: 6682.170898
	Iteration 35Q: 3 clusters Score -5.561843e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 703156 members 
Entering Unmasked Estep 
Score: -55618688.000000 Penalty: 6682.170898
	Iteration 36Q: 3 clusters Score -5.561869e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 703442 members 
Entering Unmasked Estep 
Score: -55618716.000000 Penalty: 6682.170898
	Iteration 37Q: 3 clusters Score -5.561872e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 703682 members 
Entering Unmasked Estep 
Score: -55618672.000000 Penalty: 6682.170898
	Iteration 38Q: 3 clusters Score -5.561867e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 703891 members 
Entering Unmasked Estep 
Score: -55618676.000000 Penalty: 6682.170898
	Iteration 39Q: 3 clusters Score -5.561868e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 704088 members 
Entering Unmasked Estep 
Score: -55618716.000000 Penalty: 6682.170898
	Iteration 40F: 3 clusters Score -5.561872e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 704260 members 
Entering Unmasked Estep 
Score: -55618708.000000 Penalty: 6682.170898
	Iteration 41Q: 3 clusters Score -5.561871e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 704396 members 
Entering Unmasked Estep 
Score: -55618820.000000 Penalty: 6682.170898
	Iteration 42Q: 3 clusters Score -5.561882e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 704509 members 
Entering Unmasked Estep 
Score: -55618856.000000 Penalty: 6682.170898
	Iteration 43Q: 3 clusters Score -5.561886e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 704592 members 
Entering Unmasked Estep 
Score: -55618864.000000 Penalty: 6682.170898
	Iteration 44Q: 3 clusters Score -5.561886e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 704667 members 
Entering Unmasked Estep 
Score: -55618984.000000 Penalty: 6682.170898
	Iteration 45Q: 3 clusters Score -5.561898e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 704768 members 
Entering Unmasked Estep 
Score: -55619032.000000 Penalty: 6682.170898
	Iteration 46Q: 3 clusters Score -5.561903e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 704840 members 
Entering Unmasked Estep 
Score: -55619200.000000 Penalty: 6682.170898
	Iteration 47Q: 3 clusters Score -5.56192e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 704884 members 
Entering Unmasked Estep 
Score: -55619604.000000 Penalty: 6682.170898
	Iteration 48Q: 3 clusters Score -5.56196e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 704823 members 
Entering Unmasked Estep 
Score: -55619972.000000 Penalty: 6682.170898
	Iteration 49Q: 3 clusters Score -5.561997e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 704613 members 
Entering Unmasked Estep 
Score: -55620272.000000 Penalty: 6682.170898
	Iteration 50Q: 3 clusters Score -5.562027e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 704359 members 
Entering Unmasked Estep 
Score: -55620472.000000 Penalty: 6682.170898
	Iteration 51Q: 3 clusters Score -5.562047e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 704079 members 
Entering Unmasked Estep 
Score: -55620428.000000 Penalty: 6682.170898
	Iteration 52Q: 3 clusters Score -5.562043e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 703850 members 
Entering Unmasked Estep 
Score: -55620516.000000 Penalty: 6682.170898
	Iteration 53Q: 3 clusters Score -5.562052e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 703628 members 
Entering Unmasked Estep 
Score: -55620592.000000 Penalty: 6682.170898
	Iteration 54Q: 3 clusters Score -5.562059e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 703415 members 
Entering Unmasked Estep 
Score: -55620596.000000 Penalty: 6682.170898
	Iteration 55Q: 3 clusters Score -5.56206e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 703242 members 
Entering Unmasked Estep 
Score: -55620696.000000 Penalty: 6682.170898
	Iteration 56Q: 3 clusters Score -5.56207e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 703070 members 
Entering Unmasked Estep 
Score: -55620812.000000 Penalty: 6682.170898
	Iteration 57Q: 3 clusters Score -5.562081e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 702915 members 
Entering Unmasked Estep 
Score: -55620844.000000 Penalty: 6682.170898
	Iteration 58Q: 3 clusters Score -5.562084e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 702772 members 
Entering Unmasked Estep 
Score: -55620880.000000 Penalty: 6682.170898
	Iteration 59Q: 3 clusters Score -5.562088e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 702628 members 
Entering Unmasked Estep 
Score: -55620916.000000 Penalty: 6682.170898
	Iteration 60F: 3 clusters Score -5.562092e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 702500 members 
Entering Unmasked Estep 
Score: -55620972.000000 Penalty: 6682.170898
	Iteration 61Q: 3 clusters Score -5.562097e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 702398 members 
Entering Unmasked Estep 
Score: -55621032.000000 Penalty: 6682.170898
	Iteration 62Q: 3 clusters Score -5.562103e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 702291 members 
Entering Unmasked Estep 
Score: -55621064.000000 Penalty: 6682.170898
	Iteration 63Q: 3 clusters Score -5.562106e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 702187 members 
Entering Unmasked Estep 
Score: -55621088.000000 Penalty: 6682.170898
	Iteration 64Q: 3 clusters Score -5.562109e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 702100 members 
Entering Unmasked Estep 
Score: -55621104.000000 Penalty: 6682.170898
	Iteration 65Q: 3 clusters Score -5.56211e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 702005 members 
Entering Unmasked Estep 
Score: -55621160.000000 Penalty: 6682.170898
	Iteration 66Q: 3 clusters Score -5.562116e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 701932 members 
Entering Unmasked Estep 
Score: -55621164.000000 Penalty: 6682.170898
	Iteration 67Q: 3 clusters Score -5.562116e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 701871 members 
Entering Unmasked Estep 
Score: -55621180.000000 Penalty: 6682.170898
	Iteration 68Q: 3 clusters Score -5.562118e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 701813 members 
Entering Unmasked Estep 
Score: -55621180.000000 Penalty: 6682.170898
	Iteration 69Q: 3 clusters Score -5.562118e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 701774 members 
Entering Unmasked Estep 
Score: -55621096.000000 Penalty: 6682.170898
	Iteration 70Q: 3 clusters Score -5.56211e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 701742 members 
Entering Unmasked Estep 
Score: -55621020.000000 Penalty: 6682.170898
	Iteration 71Q: 3 clusters Score -5.562102e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 701709 members 
Entering Unmasked Estep 
Score: -55621064.000000 Penalty: 6682.170898
	Iteration 72Q: 3 clusters Score -5.562106e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 701681 members 
Entering Unmasked Estep 
Score: -55621116.000000 Penalty: 6682.170898
	Iteration 73Q: 3 clusters Score -5.562112e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 701652 members 
Entering Unmasked Estep 
Score: -55621076.000000 Penalty: 6682.170898
	Iteration 74Q: 3 clusters Score -5.562108e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 701630 members 
Entering Unmasked Estep 
Score: -55621080.000000 Penalty: 6682.170898
	Iteration 75Q: 3 clusters Score -5.562108e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 701607 members 
Entering Unmasked Estep 
Score: -55621060.000000 Penalty: 6682.170898
	Iteration 76Q: 3 clusters Score -5.562106e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 701588 members 
Entering Unmasked Estep 
Score: -55621056.000000 Penalty: 6682.170898
	Iteration 77Q: 3 clusters Score -5.562106e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 701574 members 
Entering Unmasked Estep 
Score: -55621080.000000 Penalty: 6682.170898
	Iteration 78Q: 3 clusters Score -5.562108e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 701564 members 
Entering Unmasked Estep 
Score: -55621064.000000 Penalty: 6682.170898
	Iteration 79Q: 3 clusters Score -5.562106e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 701558 members 
Entering Unmasked Estep 
Score: -55621044.000000 Penalty: 6682.170898
	Iteration 80F: 3 clusters Score -5.562104e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 701557 members 
Entering Unmasked Estep 
Score: -55621076.000000 Penalty: 6682.170898
	Iteration 81Q: 3 clusters Score -5.562108e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 701555 members 
Entering Unmasked Estep 
Score: -55621052.000000 Penalty: 6682.170898
	Iteration 82Q: 3 clusters Score -5.562105e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 701551 members 
Entering Unmasked Estep 
Score: -55621060.000000 Penalty: 6682.170898
	Iteration 83Q: 3 clusters Score -5.562106e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 701544 members 
Entering Unmasked Estep 
Score: -55621040.000000 Penalty: 6682.170898
	Iteration 84Q: 3 clusters Score -5.562104e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 701544 members 
Entering Unmasked Estep 
Score: -55621000.000000 Penalty: 6682.170898
	Iteration 85Q: 3 clusters Score -5.5621e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 701542 members 
Entering Unmasked Estep 
Score: -55621036.000000 Penalty: 6682.170898
	Iteration 86Q: 3 clusters Score -5.562104e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 701539 members 
Entering Unmasked Estep 
Score: -55621028.000000 Penalty: 6682.170898
	Iteration 87Q: 3 clusters Score -5.562103e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 701535 members 
Entering Unmasked Estep 
Score: -55621032.000000 Penalty: 6682.170898
	Iteration 88Q: 3 clusters Score -5.562103e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 701529 members 
Entering Unmasked Estep 
Score: -55621036.000000 Penalty: 6682.170898
	Iteration 89Q: 3 clusters Score -5.562104e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 701523 members 
Entering Unmasked Estep 
Score: -55621020.000000 Penalty: 6682.170898
	Iteration 90Q: 3 clusters Score -5.562102e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 701517 members 
Entering Unmasked Estep 
Score: -55621032.000000 Penalty: 6682.170898
	Iteration 91Q: 3 clusters Score -5.562103e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 701512 members 
Entering Unmasked Estep 
Score: -55621032.000000 Penalty: 6682.170898
	Iteration 92Q: 3 clusters Score -5.562103e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 701510 members 
Entering Unmasked Estep 
Score: -55621016.000000 Penalty: 6682.170898
	Iteration 93Q: 3 clusters Score -5.562102e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 701507 members 
Entering Unmasked Estep 
Score: -55621028.000000 Penalty: 6682.170898
	Iteration 94Q: 3 clusters Score -5.562103e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 701509 members 
Entering Unmasked Estep 
Score: -55621044.000000 Penalty: 6682.170898
	Iteration 95Q: 3 clusters Score -5.562104e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 701503 members 
Entering Unmasked Estep 
Score: -55621024.000000 Penalty: 6682.170898
	Iteration 96Q: 3 clusters Score -5.562102e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 701495 members 
Entering Unmasked Estep 
Score: -55621048.000000 Penalty: 6682.170898
	Iteration 97Q: 3 clusters Score -5.562105e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 701488 members 
Entering Unmasked Estep 
Score: -55621040.000000 Penalty: 6682.170898
	Iteration 98Q: 3 clusters Score -5.562104e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 701475 members 
Entering Unmasked Estep 
Score: -55621072.000000 Penalty: 6682.170898
	Iteration 99Q: 3 clusters Score -5.562107e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 701465 members 
Entering Unmasked Estep 
Score: -55621092.000000 Penalty: 6682.170898
	Iteration 100F: 3 clusters Score -5.562109e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 701459 members 
Entering Unmasked Estep 
Score: -55621076.000000 Penalty: 6682.170898
	Iteration 101Q: 3 clusters Score -5.562108e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 701450 members 
Entering Unmasked Estep 
Score: -55621076.000000 Penalty: 6682.170898
	Iteration 102Q: 3 clusters Score -5.562108e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 701436 members 
Entering Unmasked Estep 
Score: -55621036.000000 Penalty: 6682.170898
	Iteration 103Q: 3 clusters Score -5.562104e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 701433 members 
Entering Unmasked Estep 
Score: -55621024.000000 Penalty: 6682.170898
	Iteration 104Q: 3 clusters Score -5.562102e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 701429 members 
Entering Unmasked Estep 
Score: -55621028.000000 Penalty: 6682.170898
	Iteration 105Q: 3 clusters Score -5.562103e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 701425 members 
Entering Unmasked Estep 
Score: -55621056.000000 Penalty: 6682.170898
	Iteration 106Q: 3 clusters Score -5.562106e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 701420 members 
Entering Unmasked Estep 
Score: -55621072.000000 Penalty: 6682.170898
	Iteration 107Q: 3 clusters Score -5.562107e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 701416 members 
Entering Unmasked Estep 
Score: -55621056.000000 Penalty: 6682.170898
	Iteration 108Q: 3 clusters Score -5.562106e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 701412 members 
Entering Unmasked Estep 
Score: -55621100.000000 Penalty: 6682.170898
	Iteration 109Q: 3 clusters Score -5.56211e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 701407 members 
Entering Unmasked Estep 
Score: -55621084.000000 Penalty: 6682.170898
	Iteration 110Q: 3 clusters Score -5.562108e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 701406 members 
Entering Unmasked Estep 
Score: -55621048.000000 Penalty: 6682.170898
	Iteration 111Q: 3 clusters Score -5.562105e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 701401 members 
Entering Unmasked Estep 
Score: -55621064.000000 Penalty: 6682.170898
	Iteration 112Q: 3 clusters Score -5.562106e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 701395 members 
Entering Unmasked Estep 
Score: -55621080.000000 Penalty: 6682.170898
	Iteration 113Q: 3 clusters Score -5.562108e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 701389 members 
Entering Unmasked Estep 
Score: -55621060.000000 Penalty: 6682.170898
	Iteration 114Q: 3 clusters Score -5.562106e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 701382 members 
Entering Unmasked Estep 
Score: -55621068.000000 Penalty: 6682.170898
	Iteration 115Q: 3 clusters Score -5.562107e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 701375 members 
Entering Unmasked Estep 
Score: -55621076.000000 Penalty: 6682.170898
	Iteration 116Q: 3 clusters Score -5.562108e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 701365 members 
Entering Unmasked Estep 
Score: -55621060.000000 Penalty: 6682.170898
	Iteration 117Q: 3 clusters Score -5.562106e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 701355 members 
Entering Unmasked Estep 
Score: -55621056.000000 Penalty: 6682.170898
	Iteration 118Q: 3 clusters Score -5.562106e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 701349 members 
Entering Unmasked Estep 
Score: -55621044.000000 Penalty: 6682.170898
	Iteration 119Q: 3 clusters Score -5.562104e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 701348 members 
Entering Unmasked Estep 
Score: -55621040.000000 Penalty: 6682.170898
	Iteration 120F: 3 clusters Score -5.562104e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 701347 members 
Entering Unmasked Estep 
Score: -55621064.000000 Penalty: 6682.170898
	Iteration 121Q: 3 clusters Score -5.562106e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 701348 members 
Entering Unmasked Estep 
Score: -55621064.000000 Penalty: 6682.170898
	Iteration 122Q: 3 clusters Score -5.562106e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 701347 members 
Entering Unmasked Estep 
Score: -55621060.000000 Penalty: 6682.170898
	Iteration 123Q: 3 clusters Score -5.562106e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 701347 members 
Entering Unmasked Estep 
Score: -55621060.000000 Penalty: 6682.170898
	Iteration 124F: 3 clusters Score -5.562106e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 108285 members 
Mstep: Class 2 contains 22185 members 
Mstep: Class 3 contains 1482 members 
Mstep: Class 4 contains 156793 members 
Mstep: Class 5 contains 12545 members 
Mstep: Class 6 contains 16055 members 
Mstep: Class 7 contains 8013 members 
Mstep: Class 8 contains 27172 members 
Mstep: Class 9 contains 11473 members 
Mstep: Class 10 contains 13245 members 
Mstep: Class 11 contains 7968 members 
Mstep: Class 12 contains 61606 members 
Mstep: Class 13 contains 95187 members 
Mstep: Class 14 contains 4179 members 
Mstep: Class 15 contains 48800 members 
Mstep: Class 16 contains 10471 members 
Mstep: Class 17 contains 16893 members 
Mstep: Class 18 contains 77645 members 
Mstep: Class 19 contains 61724 members 
Mstep: Class 20 contains 701347 members 
Entering Unmasked Estep 
Score: -111859048.000000 Penalty: 70412.476562
Splitting cluster 7 changes total score from -111847728.000000 to -111859048.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 8 (27172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27172 members 
Entering Unmasked Estep 
Score: -1874920.875000 Penalty: 2532.065674
	Iteration 0F: 2 clusters Score -1874921 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -1856275.500000 Penalty: 5064.131348
	Iteration 0F: 3 clusters Score -1856276 nChanged 12124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -1863606.750000 Penalty: 5064.131348
	Iteration 1F: 3 clusters Score -1863607 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -1864956.250000 Penalty: 5064.131348
	Iteration 2F: 3 clusters Score -1864956 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -1866525.250000 Penalty: 5064.131348
	Iteration 3F: 3 clusters Score -1866525 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -1868145.750000 Penalty: 5064.131348
	Iteration 4F: 3 clusters Score -1868146 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -1869582.375000 Penalty: 5064.131348
	Iteration 5F: 3 clusters Score -1869582 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -1870727.250000 Penalty: 5064.131348
	Iteration 6F: 3 clusters Score -1870727 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 14557 members 
Entering Unmasked Estep 
Score: -1871553.250000 Penalty: 5064.131348
	Iteration 7F: 3 clusters Score -1871553 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -1872091.500000 Penalty: 5064.131348
	Iteration 8Q: 3 clusters Score -1872092 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -1872458.000000 Penalty: 5064.131348
	Iteration 9Q: 3 clusters Score -1872458 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 15650 members 
Entering Unmasked Estep 
Score: -1872768.500000 Penalty: 5064.131348
	Iteration 10Q: 3 clusters Score -1872768 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 16014 members 
Entering Unmasked Estep 
Score: -1873058.625000 Penalty: 5064.131348
	Iteration 11Q: 3 clusters Score -1873059 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -1873369.125000 Penalty: 5064.131348
	Iteration 12Q: 3 clusters Score -1873369 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 16752 members 
Entering Unmasked Estep 
Score: -1873709.125000 Penalty: 5064.131348
	Iteration 13Q: 3 clusters Score -1873709 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 17099 members 
Entering Unmasked Estep 
Score: -1874011.250000 Penalty: 5064.131348
	Iteration 14Q: 3 clusters Score -1874011 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 17396 members 
Entering Unmasked Estep 
Score: -1874223.875000 Penalty: 5064.131348
	Iteration 15Q: 3 clusters Score -1874224 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
Score: -1874373.750000 Penalty: 5064.131348
	Iteration 16Q: 3 clusters Score -1874374 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 17930 members 
Entering Unmasked Estep 
Score: -1874483.625000 Penalty: 5064.131348
	Iteration 17Q: 3 clusters Score -1874484 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 18166 members 
Entering Unmasked Estep 
Score: -1874563.250000 Penalty: 5064.131348
	Iteration 18Q: 3 clusters Score -1874563 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 18384 members 
Entering Unmasked Estep 
Score: -1874627.500000 Penalty: 5064.131348
	Iteration 19Q: 3 clusters Score -1874628 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 18596 members 
Entering Unmasked Estep 
Score: -1874683.875000 Penalty: 5064.131348
	Iteration 20F: 3 clusters Score -1874684 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 18811 members 
Entering Unmasked Estep 
Score: -1874728.625000 Penalty: 5064.131348
	Iteration 21Q: 3 clusters Score -1874729 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 19001 members 
Entering Unmasked Estep 
Score: -1874761.875000 Penalty: 5064.131348
	Iteration 22Q: 3 clusters Score -1874762 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 19164 members 
Entering Unmasked Estep 
Score: -1874786.125000 Penalty: 5064.131348
	Iteration 23Q: 3 clusters Score -1874786 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 19320 members 
Entering Unmasked Estep 
Score: -1874807.375000 Penalty: 5064.131348
	Iteration 24Q: 3 clusters Score -1874807 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 19463 members 
Entering Unmasked Estep 
Score: -1874830.000000 Penalty: 5064.131348
	Iteration 25Q: 3 clusters Score -1874830 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 19614 members 
Entering Unmasked Estep 
Score: -1874848.875000 Penalty: 5064.131348
	Iteration 26Q: 3 clusters Score -1874849 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 19772 members 
Entering Unmasked Estep 
Score: -1874872.250000 Penalty: 5064.131348
	Iteration 27Q: 3 clusters Score -1874872 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 19927 members 
Entering Unmasked Estep 
Score: -1874911.125000 Penalty: 5064.131348
	Iteration 28Q: 3 clusters Score -1874911 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 20067 members 
Entering Unmasked Estep 
Score: -1874917.250000 Penalty: 5064.131348
	Iteration 29Q: 3 clusters Score -1874917 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 20210 members 
Entering Unmasked Estep 
Score: -1874948.375000 Penalty: 5064.131348
	Iteration 30Q: 3 clusters Score -1874948 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 20363 members 
Entering Unmasked Estep 
Score: -1874970.500000 Penalty: 5064.131348
	Iteration 31Q: 3 clusters Score -1874970 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 20524 members 
Entering Unmasked Estep 
Score: -1874998.875000 Penalty: 5064.131348
	Iteration 32Q: 3 clusters Score -1874999 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 20678 members 
Entering Unmasked Estep 
Score: -1875025.000000 Penalty: 5064.131348
	Iteration 33Q: 3 clusters Score -1875025 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 20834 members 
Entering Unmasked Estep 
Score: -1875051.250000 Penalty: 5064.131348
	Iteration 34Q: 3 clusters Score -1875051 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 21001 members 
Entering Unmasked Estep 
Score: -1875090.625000 Penalty: 5064.131348
	Iteration 35Q: 3 clusters Score -1875091 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 21187 members 
Entering Unmasked Estep 
Score: -1875120.000000 Penalty: 5064.131348
	Iteration 36Q: 3 clusters Score -1875120 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 21397 members 
Entering Unmasked Estep 
Score: -1875179.750000 Penalty: 5064.131348
	Iteration 37Q: 3 clusters Score -1875180 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 21615 members 
Entering Unmasked Estep 
Score: -1875230.750000 Penalty: 5064.131348
	Iteration 38Q: 3 clusters Score -1875231 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 21847 members 
Entering Unmasked Estep 
Score: -1875285.375000 Penalty: 5064.131348
	Iteration 39Q: 3 clusters Score -1875285 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 22069 members 
Entering Unmasked Estep 
Score: -1875347.000000 Penalty: 5064.131348
	Iteration 40F: 3 clusters Score -1875347 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 22274 members 
Entering Unmasked Estep 
Score: -1875410.500000 Penalty: 5064.131348
	Iteration 41Q: 3 clusters Score -1875410 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 22500 members 
Entering Unmasked Estep 
Score: -1875471.500000 Penalty: 5064.131348
	Iteration 42Q: 3 clusters Score -1875472 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 22723 members 
Entering Unmasked Estep 
Score: -1875541.125000 Penalty: 5064.131348
	Iteration 43Q: 3 clusters Score -1875541 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 22950 members 
Entering Unmasked Estep 
Score: -1875605.875000 Penalty: 5064.131348
	Iteration 44Q: 3 clusters Score -1875606 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 23187 members 
Entering Unmasked Estep 
Score: -1875663.250000 Penalty: 5064.131348
	Iteration 45Q: 3 clusters Score -1875663 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 23414 members 
Entering Unmasked Estep 
Score: -1875739.125000 Penalty: 5064.131348
	Iteration 46Q: 3 clusters Score -1875739 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 23611 members 
Entering Unmasked Estep 
Score: -1875808.125000 Penalty: 5064.131348
	Iteration 47Q: 3 clusters Score -1875808 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 23788 members 
Entering Unmasked Estep 
Score: -1875869.625000 Penalty: 5064.131348
	Iteration 48Q: 3 clusters Score -1875870 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 23954 members 
Entering Unmasked Estep 
Score: -1875934.500000 Penalty: 5064.131348
	Iteration 49Q: 3 clusters Score -1875934 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 24110 members 
Entering Unmasked Estep 
Score: -1875973.000000 Penalty: 5064.131348
	Iteration 50Q: 3 clusters Score -1875973 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 24259 members 
Entering Unmasked Estep 
Score: -1876042.750000 Penalty: 5064.131348
	Iteration 51Q: 3 clusters Score -1876043 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 24430 members 
Entering Unmasked Estep 
Score: -1876104.375000 Penalty: 5064.131348
	Iteration 52Q: 3 clusters Score -1876104 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 24582 members 
Entering Unmasked Estep 
Score: -1876167.500000 Penalty: 5064.131348
	Iteration 53Q: 3 clusters Score -1876168 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 24729 members 
Entering Unmasked Estep 
Score: -1876237.375000 Penalty: 5064.131348
	Iteration 54Q: 3 clusters Score -1876237 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 24875 members 
Entering Unmasked Estep 
Score: -1876316.500000 Penalty: 5064.131348
	Iteration 55Q: 3 clusters Score -1876316 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 25017 members 
Entering Unmasked Estep 
Score: -1876385.000000 Penalty: 5064.131348
	Iteration 56Q: 3 clusters Score -1876385 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 25152 members 
Entering Unmasked Estep 
Score: -1876467.750000 Penalty: 5064.131348
	Iteration 57Q: 3 clusters Score -1876468 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 25275 members 
Entering Unmasked Estep 
Score: -1876537.250000 Penalty: 5064.131348
	Iteration 58Q: 3 clusters Score -1876537 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 25372 members 
Entering Unmasked Estep 
Score: -1876600.250000 Penalty: 5064.131348
	Iteration 59Q: 3 clusters Score -1876600 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 25448 members 
Entering Unmasked Estep 
Score: -1876678.375000 Penalty: 5064.131348
	Iteration 60F: 3 clusters Score -1876678 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 25507 members 
Entering Unmasked Estep 
Score: -1876764.625000 Penalty: 5064.131348
	Iteration 61Q: 3 clusters Score -1876765 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 25573 members 
Entering Unmasked Estep 
Score: -1876835.125000 Penalty: 5064.131348
	Iteration 62Q: 3 clusters Score -1876835 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 25639 members 
Entering Unmasked Estep 
Score: -1876896.875000 Penalty: 5064.131348
	Iteration 63Q: 3 clusters Score -1876897 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 25685 members 
Entering Unmasked Estep 
Score: -1876938.375000 Penalty: 5064.131348
	Iteration 64Q: 3 clusters Score -1876938 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 25729 members 
Entering Unmasked Estep 
Score: -1876954.125000 Penalty: 5064.131348
	Iteration 65Q: 3 clusters Score -1876954 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 25736 members 
Entering Unmasked Estep 
Score: -1876965.500000 Penalty: 5064.131348
	Iteration 66Q: 3 clusters Score -1876966 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 25741 members 
Entering Unmasked Estep 
Score: -1876970.125000 Penalty: 5064.131348
	Iteration 67Q: 3 clusters Score -1876970 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 25749 members 
Entering Unmasked Estep 
Score: -1876967.250000 Penalty: 5064.131348
	Iteration 68Q: 3 clusters Score -1876967 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 25753 members 
Entering Unmasked Estep 
Score: -1876967.625000 Penalty: 5064.131348
	Iteration 69Q: 3 clusters Score -1876968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 25753 members 
Entering Unmasked Estep 
Score: -1876965.750000 Penalty: 5064.131348
	Iteration 70Q: 3 clusters Score -1876966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 25757 members 
Entering Unmasked Estep 
Score: -1876965.500000 Penalty: 5064.131348
	Iteration 71Q: 3 clusters Score -1876966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 25760 members 
Entering Unmasked Estep 
Score: -1876969.750000 Penalty: 5064.131348
	Iteration 72Q: 3 clusters Score -1876970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 25761 members 
Entering Unmasked Estep 
Score: -1876970.250000 Penalty: 5064.131348
	Iteration 73Q: 3 clusters Score -1876970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 25761 members 
Entering Unmasked Estep 
Score: -1876972.750000 Penalty: 5064.131348
	Iteration 74Q: 3 clusters Score -1876973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 25762 members 
Entering Unmasked Estep 
Score: -1876972.125000 Penalty: 5064.131348
	Iteration 75Q: 3 clusters Score -1876972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 25762 members 
Entering Unmasked Estep 
Score: -1876972.125000 Penalty: 5064.131348
	Iteration 76F: 3 clusters Score -1876972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 108285 members 
Mstep: Class 2 contains 22185 members 
Mstep: Class 3 contains 1482 members 
Mstep: Class 4 contains 156793 members 
Mstep: Class 5 contains 12545 members 
Mstep: Class 6 contains 16055 members 
Mstep: Class 7 contains 8013 members 
Mstep: Class 8 contains 1410 members 
Mstep: Class 9 contains 11473 members 
Mstep: Class 10 contains 13245 members 
Mstep: Class 11 contains 7968 members 
Mstep: Class 12 contains 61606 members 
Mstep: Class 13 contains 95187 members 
Mstep: Class 14 contains 4179 members 
Mstep: Class 15 contains 48800 members 
Mstep: Class 16 contains 10471 members 
Mstep: Class 17 contains 16893 members 
Mstep: Class 18 contains 77645 members 
Mstep: Class 19 contains 61724 members 
Mstep: Class 20 contains 701347 members 
Mstep: Class 21 contains 25762 members 
Entering Unmasked Estep 
Score: -111860688.000000 Penalty: 73933.101562
Splitting cluster 8 changes total score from -111847728.000000 to -111860688.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 9 (11473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Entering Unmasked Estep 
Score: -900190.625000 Penalty: 2318.242432
	Iteration 0F: 2 clusters Score -900190.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -891553.500000 Penalty: 4636.484863
	Iteration 0F: 3 clusters Score -891553.5 nChanged 4886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -894166.375000 Penalty: 4636.484863
	Iteration 1F: 3 clusters Score -894166.4 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -894659.687500 Penalty: 4636.484863
	Iteration 2F: 3 clusters Score -894659.7 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -895228.437500 Penalty: 4636.484863
	Iteration 3F: 3 clusters Score -895228.4 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -895951.312500 Penalty: 4636.484863
	Iteration 4F: 3 clusters Score -895951.3 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -896689.375000 Penalty: 4636.484863
	Iteration 5F: 3 clusters Score -896689.4 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -897358.187500 Penalty: 4636.484863
	Iteration 6F: 3 clusters Score -897358.2 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -898022.250000 Penalty: 4636.484863
	Iteration 7F: 3 clusters Score -898022.2 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -898627.687500 Penalty: 4636.484863
	Iteration 8Q: 3 clusters Score -898627.7 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -899228.062500 Penalty: 4636.484863
	Iteration 9Q: 3 clusters Score -899228.1 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -899634.125000 Penalty: 4636.484863
	Iteration 10Q: 3 clusters Score -899634.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -899851.312500 Penalty: 4636.484863
	Iteration 11Q: 3 clusters Score -899851.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -899991.937500 Penalty: 4636.484863
	Iteration 12Q: 3 clusters Score -899991.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -900079.875000 Penalty: 4636.484863
	Iteration 13Q: 3 clusters Score -900079.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -900135.625000 Penalty: 4636.484863
	Iteration 14Q: 3 clusters Score -900135.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -900171.937500 Penalty: 4636.484863
	Iteration 15Q: 3 clusters Score -900171.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -900187.375000 Penalty: 4636.484863
	Iteration 16Q: 3 clusters Score -900187.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -900195.125000 Penalty: 4636.484863
	Iteration 17Q: 3 clusters Score -900195.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -900200.812500 Penalty: 4636.484863
	Iteration 18Q: 3 clusters Score -900200.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -900204.375000 Penalty: 4636.484863
	Iteration 19Q: 3 clusters Score -900204.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -900207.250000 Penalty: 4636.484863
	Iteration 20F: 3 clusters Score -900207.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -900208.375000 Penalty: 4636.484863
	Iteration 21Q: 3 clusters Score -900208.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -900210.625000 Penalty: 4636.484863
	Iteration 22Q: 3 clusters Score -900210.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -900212.625000 Penalty: 4636.484863
	Iteration 23Q: 3 clusters Score -900212.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -900214.000000 Penalty: 4636.484863
	Iteration 24Q: 3 clusters Score -900214 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -900219.812500 Penalty: 4636.484863
	Iteration 25Q: 3 clusters Score -900219.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -900221.000000 Penalty: 4636.484863
	Iteration 26Q: 3 clusters Score -900221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -900222.500000 Penalty: 4636.484863
	Iteration 27Q: 3 clusters Score -900222.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -900222.500000 Penalty: 4636.484863
	Iteration 28F: 3 clusters Score -900222.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 108285 members 
Mstep: Class 2 contains 22185 members 
Mstep: Class 3 contains 1482 members 
Mstep: Class 4 contains 156793 members 
Mstep: Class 5 contains 12545 members 
Mstep: Class 6 contains 16055 members 
Mstep: Class 7 contains 8013 members 
Mstep: Class 8 contains 1410 members 
Mstep: Class 9 contains 2424 members 
Mstep: Class 10 contains 13245 members 
Mstep: Class 11 contains 7968 members 
Mstep: Class 12 contains 61606 members 
Mstep: Class 13 contains 95187 members 
Mstep: Class 14 contains 4179 members 
Mstep: Class 15 contains 48800 members 
Mstep: Class 16 contains 10471 members 
Mstep: Class 17 contains 16893 members 
Mstep: Class 18 contains 77645 members 
Mstep: Class 19 contains 61724 members 
Mstep: Class 20 contains 701347 members 
Mstep: Class 21 contains 25762 members 
Mstep: Class 22 contains 9049 members 
Entering Unmasked Estep 
Score: -111859784.000000 Penalty: 77453.726562
Splitting cluster 9 changes total score from -111847728.000000 to -111859784.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 10 (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: -983590.250000 Penalty: 2353.861084
	Iteration 0F: 2 clusters Score -983590.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -973981.062500 Penalty: 4707.722168
	Iteration 0F: 3 clusters Score -973981.1 nChanged 5574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -977539.875000 Penalty: 4707.722168
	Iteration 1F: 3 clusters Score -977539.9 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -978428.812500 Penalty: 4707.722168
	Iteration 2F: 3 clusters Score -978428.8 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -979313.687500 Penalty: 4707.722168
	Iteration 3F: 3 clusters Score -979313.7 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -980213.375000 Penalty: 4707.722168
	Iteration 4F: 3 clusters Score -980213.4 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -981214.187500 Penalty: 4707.722168
	Iteration 5F: 3 clusters Score -981214.2 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -982096.375000 Penalty: 4707.722168
	Iteration 6F: 3 clusters Score -982096.4 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -982733.187500 Penalty: 4707.722168
	Iteration 7F: 3 clusters Score -982733.2 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -983285.125000 Penalty: 4707.722168
	Iteration 8F: 3 clusters Score -983285.1 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -983881.812500 Penalty: 4707.722168
	Iteration 9F: 3 clusters Score -983881.8 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -984492.187500 Penalty: 4707.722168
	Iteration 10F: 3 clusters Score -984492.2 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -985024.312500 Penalty: 4707.722168
	Iteration 11Q: 3 clusters Score -985024.3 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -985348.687500 Penalty: 4707.722168
	Iteration 12Q: 3 clusters Score -985348.7 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -985582.625000 Penalty: 4707.722168
	Iteration 13Q: 3 clusters Score -985582.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -985752.187500 Penalty: 4707.722168
	Iteration 14Q: 3 clusters Score -985752.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -985878.750000 Penalty: 4707.722168
	Iteration 15Q: 3 clusters Score -985878.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -985970.062500 Penalty: 4707.722168
	Iteration 16Q: 3 clusters Score -985970.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -986047.250000 Penalty: 4707.722168
	Iteration 17Q: 3 clusters Score -986047.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -986112.000000 Penalty: 4707.722168
	Iteration 18Q: 3 clusters Score -986112 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -986194.125000 Penalty: 4707.722168
	Iteration 19Q: 3 clusters Score -986194.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -986327.500000 Penalty: 4707.722168
	Iteration 20F: 3 clusters Score -986327.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -986470.250000 Penalty: 4707.722168
	Iteration 21Q: 3 clusters Score -986470.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -986541.687500 Penalty: 4707.722168
	Iteration 22Q: 3 clusters Score -986541.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -986578.125000 Penalty: 4707.722168
	Iteration 23Q: 3 clusters Score -986578.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -986601.250000 Penalty: 4707.722168
	Iteration 24Q: 3 clusters Score -986601.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -986611.000000 Penalty: 4707.722168
	Iteration 25Q: 3 clusters Score -986611 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -986618.625000 Penalty: 4707.722168
	Iteration 26Q: 3 clusters Score -986618.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -986624.375000 Penalty: 4707.722168
	Iteration 27Q: 3 clusters Score -986624.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -986632.062500 Penalty: 4707.722168
	Iteration 28Q: 3 clusters Score -986632.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -986629.062500 Penalty: 4707.722168
	Iteration 29Q: 3 clusters Score -986629.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -986632.187500 Penalty: 4707.722168
	Iteration 30Q: 3 clusters Score -986632.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -986634.312500 Penalty: 4707.722168
	Iteration 31Q: 3 clusters Score -986634.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -986637.312500 Penalty: 4707.722168
	Iteration 32Q: 3 clusters Score -986637.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -986639.000000 Penalty: 4707.722168
	Iteration 33Q: 3 clusters Score -986639 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -986643.250000 Penalty: 4707.722168
	Iteration 34Q: 3 clusters Score -986643.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -986643.750000 Penalty: 4707.722168
	Iteration 35Q: 3 clusters Score -986643.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -986646.062500 Penalty: 4707.722168
	Iteration 36Q: 3 clusters Score -986646.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -986647.312500 Penalty: 4707.722168
	Iteration 37Q: 3 clusters Score -986647.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -986646.812500 Penalty: 4707.722168
	Iteration 38Q: 3 clusters Score -986646.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -986646.812500 Penalty: 4707.722168
	Iteration 39F: 3 clusters Score -986646.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 108285 members 
Mstep: Class 2 contains 22185 members 
Mstep: Class 3 contains 1482 members 
Mstep: Class 4 contains 156793 members 
Mstep: Class 5 contains 12545 members 
Mstep: Class 6 contains 16055 members 
Mstep: Class 7 contains 8013 members 
Mstep: Class 8 contains 1410 members 
Mstep: Class 9 contains 2424 members 
Mstep: Class 10 contains 10925 members 
Mstep: Class 11 contains 7968 members 
Mstep: Class 12 contains 61606 members 
Mstep: Class 13 contains 95187 members 
Mstep: Class 14 contains 4179 members 
Mstep: Class 15 contains 48800 members 
Mstep: Class 16 contains 10471 members 
Mstep: Class 17 contains 16893 members 
Mstep: Class 18 contains 77645 members 
Mstep: Class 19 contains 61724 members 
Mstep: Class 20 contains 701347 members 
Mstep: Class 21 contains 25762 members 
Mstep: Class 22 contains 9049 members 
Mstep: Class 23 contains 2320 members 
Entering Unmasked Estep 
Score: -111861984.000000 Penalty: 80974.351562
Splitting cluster 10 changes total score from -111847728.000000 to -111861984.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 12 (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: -4990155.500000 Penalty: 2735.071777
	Iteration 0F: 2 clusters Score -4990156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30720 members 
Mstep: Class 2 contains 30886 members 
Entering Unmasked Estep 
Score: -4948727.500000 Penalty: 5470.143555
	Iteration 0F: 3 clusters Score -4948728 nChanged 28710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29480 members 
Mstep: Class 2 contains 32126 members 
Entering Unmasked Estep 
Score: -4966138.000000 Penalty: 5470.143555
	Iteration 1F: 3 clusters Score -4966138 nChanged 3770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28014 members 
Mstep: Class 2 contains 33592 members 
Entering Unmasked Estep 
Score: -4968536.000000 Penalty: 5470.143555
	Iteration 2F: 3 clusters Score -4968536 nChanged 4664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25608 members 
Mstep: Class 2 contains 35998 members 
Entering Unmasked Estep 
Score: -4971883.000000 Penalty: 5470.143555
	Iteration 3F: 3 clusters Score -4971883 nChanged 5280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22322 members 
Mstep: Class 2 contains 39284 members 
Entering Unmasked Estep 
Score: -4975602.000000 Penalty: 5470.143555
	Iteration 4F: 3 clusters Score -4975602 nChanged 4895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18611 members 
Mstep: Class 2 contains 42995 members 
Entering Unmasked Estep 
Score: -4979109.000000 Penalty: 5470.143555
	Iteration 5F: 3 clusters Score -4979109 nChanged 4219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 46510 members 
Entering Unmasked Estep 
Score: -4982155.500000 Penalty: 5470.143555
	Iteration 6F: 3 clusters Score -4982156 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 49531 members 
Entering Unmasked Estep 
Score: -4984628.500000 Penalty: 5470.143555
	Iteration 7F: 3 clusters Score -4984628 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 52033 members 
Entering Unmasked Estep 
Score: -4986578.500000 Penalty: 5470.143555
	Iteration 8Q: 3 clusters Score -4986578 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 53973 members 
Entering Unmasked Estep 
Score: -4987985.000000 Penalty: 5470.143555
	Iteration 9Q: 3 clusters Score -4987985 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 55341 members 
Entering Unmasked Estep 
Score: -4989070.500000 Penalty: 5470.143555
	Iteration 10Q: 3 clusters Score -4989070 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 56250 members 
Entering Unmasked Estep 
Score: -4989773.000000 Penalty: 5470.143555
	Iteration 11Q: 3 clusters Score -4989773 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 56869 members 
Entering Unmasked Estep 
Score: -4990197.000000 Penalty: 5470.143555
	Iteration 12Q: 3 clusters Score -4990197 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 57303 members 
Entering Unmasked Estep 
Score: -4990482.000000 Penalty: 5470.143555
	Iteration 13Q: 3 clusters Score -4990482 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 57597 members 
Entering Unmasked Estep 
Score: -4990654.000000 Penalty: 5470.143555
	Iteration 14Q: 3 clusters Score -4990654 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 57832 members 
Entering Unmasked Estep 
Score: -4990787.500000 Penalty: 5470.143555
	Iteration 15Q: 3 clusters Score -4990788 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 58007 members 
Entering Unmasked Estep 
Score: -4990871.500000 Penalty: 5470.143555
	Iteration 16Q: 3 clusters Score -4990872 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 58148 members 
Entering Unmasked Estep 
Score: -4990950.000000 Penalty: 5470.143555
	Iteration 17Q: 3 clusters Score -4990950 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 58285 members 
Entering Unmasked Estep 
Score: -4991052.500000 Penalty: 5470.143555
	Iteration 18Q: 3 clusters Score -4991052 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 58417 members 
Entering Unmasked Estep 
Score: -4991164.500000 Penalty: 5470.143555
	Iteration 19Q: 3 clusters Score -4991164 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 58533 members 
Entering Unmasked Estep 
Score: -4991218.500000 Penalty: 5470.143555
	Iteration 20F: 3 clusters Score -4991218 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 58613 members 
Entering Unmasked Estep 
Score: -4991302.500000 Penalty: 5470.143555
	Iteration 21Q: 3 clusters Score -4991302 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 58679 members 
Entering Unmasked Estep 
Score: -4991324.500000 Penalty: 5470.143555
	Iteration 22Q: 3 clusters Score -4991324 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 58721 members 
Entering Unmasked Estep 
Score: -4991346.000000 Penalty: 5470.143555
	Iteration 23Q: 3 clusters Score -4991346 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 58755 members 
Entering Unmasked Estep 
Score: -4991370.000000 Penalty: 5470.143555
	Iteration 24Q: 3 clusters Score -4991370 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 58780 members 
Entering Unmasked Estep 
Score: -4991373.500000 Penalty: 5470.143555
	Iteration 25Q: 3 clusters Score -4991374 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 58796 members 
Entering Unmasked Estep 
Score: -4991391.500000 Penalty: 5470.143555
	Iteration 26Q: 3 clusters Score -4991392 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 58804 members 
Entering Unmasked Estep 
Score: -4991389.500000 Penalty: 5470.143555
	Iteration 27Q: 3 clusters Score -4991390 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 58810 members 
Entering Unmasked Estep 
Score: -4991388.500000 Penalty: 5470.143555
	Iteration 28Q: 3 clusters Score -4991388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 58814 members 
Entering Unmasked Estep 
Score: -4991388.500000 Penalty: 5470.143555
	Iteration 29Q: 3 clusters Score -4991388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 58815 members 
Entering Unmasked Estep 
Score: -4991382.500000 Penalty: 5470.143555
	Iteration 30Q: 3 clusters Score -4991382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 58815 members 
Entering Unmasked Estep 
Score: -4991383.000000 Penalty: 5470.143555
	Iteration 31Q: 3 clusters Score -4991383 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 58819 members 
Entering Unmasked Estep 
Score: -4991384.500000 Penalty: 5470.143555
	Iteration 32Q: 3 clusters Score -4991384 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 58826 members 
Entering Unmasked Estep 
Score: -4991384.000000 Penalty: 5470.143555
	Iteration 33Q: 3 clusters Score -4991384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 58836 members 
Entering Unmasked Estep 
Score: -4991387.500000 Penalty: 5470.143555
	Iteration 34Q: 3 clusters Score -4991388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 58840 members 
Entering Unmasked Estep 
Score: -4991390.000000 Penalty: 5470.143555
	Iteration 35Q: 3 clusters Score -4991390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 58842 members 
Entering Unmasked Estep 
Score: -4991387.000000 Penalty: 5470.143555
	Iteration 36Q: 3 clusters Score -4991387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 58844 members 
Entering Unmasked Estep 
Score: -4991390.000000 Penalty: 5470.143555
	Iteration 37Q: 3 clusters Score -4991390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 58847 members 
Entering Unmasked Estep 
Score: -4991392.000000 Penalty: 5470.143555
	Iteration 38Q: 3 clusters Score -4991392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 58850 members 
Entering Unmasked Estep 
Score: -4991391.000000 Penalty: 5470.143555
	Iteration 39Q: 3 clusters Score -4991391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 58851 members 
Entering Unmasked Estep 
Score: -4991392.000000 Penalty: 5470.143555
	Iteration 40F: 3 clusters Score -4991392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 108285 members 
Mstep: Class 2 contains 22185 members 
Mstep: Class 3 contains 1482 members 
Mstep: Class 4 contains 156793 members 
Mstep: Class 5 contains 12545 members 
Mstep: Class 6 contains 16055 members 
Mstep: Class 7 contains 8013 members 
Mstep: Class 8 contains 1410 members 
Mstep: Class 9 contains 2424 members 
Mstep: Class 10 contains 10925 members 
Mstep: Class 11 contains 7968 members 
Mstep: Class 12 contains 2755 members 
Mstep: Class 13 contains 95187 members 
Mstep: Class 14 contains 4179 members 
Mstep: Class 15 contains 48800 members 
Mstep: Class 16 contains 10471 members 
Mstep: Class 17 contains 16893 members 
Mstep: Class 18 contains 77645 members 
Mstep: Class 19 contains 61724 members 
Mstep: Class 20 contains 701347 members 
Mstep: Class 21 contains 25762 members 
Mstep: Class 22 contains 9049 members 
Mstep: Class 23 contains 2320 members 
Mstep: Class 24 contains 58851 members 
Entering Unmasked Estep 
Score: -111862600.000000 Penalty: 84494.976562
Splitting cluster 12 changes total score from -111847728.000000 to -111862600.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 13 (95187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95187 members 
Entering Unmasked Estep 
Score: -7469019.500000 Penalty: 2842.972412
	Iteration 0F: 2 clusters Score -7469020 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47758 members 
Mstep: Class 2 contains 47429 members 
Entering Unmasked Estep 
Score: -7405268.000000 Penalty: 5685.944824
	Iteration 0F: 3 clusters Score -7405268 nChanged 45051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48577 members 
Mstep: Class 2 contains 46610 members 
Entering Unmasked Estep 
Score: -7430938.000000 Penalty: 5685.944824
	Iteration 1F: 3 clusters Score -7430938 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48960 members 
Mstep: Class 2 contains 46227 members 
Entering Unmasked Estep 
Score: -7432053.000000 Penalty: 5685.944824
	Iteration 2Q: 3 clusters Score -7432053 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49411 members 
Mstep: Class 2 contains 45776 members 
Entering Unmasked Estep 
Score: -7433597.500000 Penalty: 5685.944824
	Iteration 3Q: 3 clusters Score -7433598 nChanged 4482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49901 members 
Mstep: Class 2 contains 45286 members 
Entering Unmasked Estep 
Score: -7436320.000000 Penalty: 5685.944824
	Iteration 4Q: 3 clusters Score -7436320 nChanged 5579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50172 members 
Mstep: Class 2 contains 45015 members 
Entering Unmasked Estep 
Score: -7440390.000000 Penalty: 5685.944824
	Iteration 5F: 3 clusters Score -7440390 nChanged 6396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49976 members 
Mstep: Class 2 contains 45211 members 
Entering Unmasked Estep 
Score: -7444964.000000 Penalty: 5685.944824
	Iteration 6F: 3 clusters Score -7444964 nChanged 6506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49394 members 
Mstep: Class 2 contains 45793 members 
Entering Unmasked Estep 
Score: -7448881.500000 Penalty: 5685.944824
	Iteration 7F: 3 clusters Score -7448882 nChanged 5700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48732 members 
Mstep: Class 2 contains 46455 members 
Entering Unmasked Estep 
Score: -7451688.500000 Penalty: 5685.944824
	Iteration 8F: 3 clusters Score -7451688 nChanged 4461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48249 members 
Mstep: Class 2 contains 46938 members 
Entering Unmasked Estep 
Score: -7453335.000000 Penalty: 5685.944824
	Iteration 9Q: 3 clusters Score -7453335 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47942 members 
Mstep: Class 2 contains 47245 members 
Entering Unmasked Estep 
Score: -7454227.000000 Penalty: 5685.944824
	Iteration 10Q: 3 clusters Score -7454227 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47760 members 
Mstep: Class 2 contains 47427 members 
Entering Unmasked Estep 
Score: -7454718.500000 Penalty: 5685.944824
	Iteration 11Q: 3 clusters Score -7454718 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47759 members 
Mstep: Class 2 contains 47428 members 
Entering Unmasked Estep 
Score: -7454997.500000 Penalty: 5685.944824
	Iteration 12Q: 3 clusters Score -7454998 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47772 members 
Mstep: Class 2 contains 47415 members 
Entering Unmasked Estep 
Score: -7455164.500000 Penalty: 5685.944824
	Iteration 13Q: 3 clusters Score -7455164 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47875 members 
Mstep: Class 2 contains 47312 members 
Entering Unmasked Estep 
Score: -7455234.500000 Penalty: 5685.944824
	Iteration 14Q: 3 clusters Score -7455234 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48039 members 
Mstep: Class 2 contains 47148 members 
Entering Unmasked Estep 
Score: -7455310.500000 Penalty: 5685.944824
	Iteration 15Q: 3 clusters Score -7455310 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48245 members 
Mstep: Class 2 contains 46942 members 
Entering Unmasked Estep 
Score: -7455377.000000 Penalty: 5685.944824
	Iteration 16Q: 3 clusters Score -7455377 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48512 members 
Mstep: Class 2 contains 46675 members 
Entering Unmasked Estep 
Score: -7455450.000000 Penalty: 5685.944824
	Iteration 17Q: 3 clusters Score -7455450 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48791 members 
Mstep: Class 2 contains 46396 members 
Entering Unmasked Estep 
Score: -7455473.000000 Penalty: 5685.944824
	Iteration 18Q: 3 clusters Score -7455473 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49093 members 
Mstep: Class 2 contains 46094 members 
Entering Unmasked Estep 
Score: -7455526.000000 Penalty: 5685.944824
	Iteration 19Q: 3 clusters Score -7455526 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49450 members 
Mstep: Class 2 contains 45737 members 
Entering Unmasked Estep 
Score: -7455588.000000 Penalty: 5685.944824
	Iteration 20F: 3 clusters Score -7455588 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49855 members 
Mstep: Class 2 contains 45332 members 
Entering Unmasked Estep 
Score: -7455623.000000 Penalty: 5685.944824
	Iteration 21Q: 3 clusters Score -7455623 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50299 members 
Mstep: Class 2 contains 44888 members 
Entering Unmasked Estep 
Score: -7455695.000000 Penalty: 5685.944824
	Iteration 22Q: 3 clusters Score -7455695 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50741 members 
Mstep: Class 2 contains 44446 members 
Entering Unmasked Estep 
Score: -7455735.500000 Penalty: 5685.944824
	Iteration 23Q: 3 clusters Score -7455736 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51211 members 
Mstep: Class 2 contains 43976 members 
Entering Unmasked Estep 
Score: -7455778.500000 Penalty: 5685.944824
	Iteration 24Q: 3 clusters Score -7455778 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51726 members 
Mstep: Class 2 contains 43461 members 
Entering Unmasked Estep 
Score: -7455844.500000 Penalty: 5685.944824
	Iteration 25Q: 3 clusters Score -7455844 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52306 members 
Mstep: Class 2 contains 42881 members 
Entering Unmasked Estep 
Score: -7455963.000000 Penalty: 5685.944824
	Iteration 26Q: 3 clusters Score -7455963 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52963 members 
Mstep: Class 2 contains 42224 members 
Entering Unmasked Estep 
Score: -7456026.500000 Penalty: 5685.944824
	Iteration 27Q: 3 clusters Score -7456026 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53671 members 
Mstep: Class 2 contains 41516 members 
Entering Unmasked Estep 
Score: -7456093.000000 Penalty: 5685.944824
	Iteration 28Q: 3 clusters Score -7456093 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54479 members 
Mstep: Class 2 contains 40708 members 
Entering Unmasked Estep 
Score: -7456236.000000 Penalty: 5685.944824
	Iteration 29Q: 3 clusters Score -7456236 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55339 members 
Mstep: Class 2 contains 39848 members 
Entering Unmasked Estep 
Score: -7456358.500000 Penalty: 5685.944824
	Iteration 30Q: 3 clusters Score -7456358 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56288 members 
Mstep: Class 2 contains 38899 members 
Entering Unmasked Estep 
Score: -7456528.500000 Penalty: 5685.944824
	Iteration 31Q: 3 clusters Score -7456528 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57324 members 
Mstep: Class 2 contains 37863 members 
Entering Unmasked Estep 
Score: -7456655.500000 Penalty: 5685.944824
	Iteration 32Q: 3 clusters Score -7456656 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58436 members 
Mstep: Class 2 contains 36751 members 
Entering Unmasked Estep 
Score: -7456893.500000 Penalty: 5685.944824
	Iteration 33Q: 3 clusters Score -7456894 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59650 members 
Mstep: Class 2 contains 35537 members 
Entering Unmasked Estep 
Score: -7457178.000000 Penalty: 5685.944824
	Iteration 34Q: 3 clusters Score -7457178 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60948 members 
Mstep: Class 2 contains 34239 members 
Entering Unmasked Estep 
Score: -7457471.000000 Penalty: 5685.944824
	Iteration 35Q: 3 clusters Score -7457471 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62387 members 
Mstep: Class 2 contains 32800 members 
Entering Unmasked Estep 
Score: -7457838.500000 Penalty: 5685.944824
	Iteration 36Q: 3 clusters Score -7457838 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63878 members 
Mstep: Class 2 contains 31309 members 
Entering Unmasked Estep 
Score: -7458213.500000 Penalty: 5685.944824
	Iteration 37Q: 3 clusters Score -7458214 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65421 members 
Mstep: Class 2 contains 29766 members 
Entering Unmasked Estep 
Score: -7458586.500000 Penalty: 5685.944824
	Iteration 38Q: 3 clusters Score -7458586 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67008 members 
Mstep: Class 2 contains 28179 members 
Entering Unmasked Estep 
Score: -7459032.500000 Penalty: 5685.944824
	Iteration 39Q: 3 clusters Score -7459032 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68642 members 
Mstep: Class 2 contains 26545 members 
Entering Unmasked Estep 
Score: -7459474.000000 Penalty: 5685.944824
	Iteration 40F: 3 clusters Score -7459474 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70265 members 
Mstep: Class 2 contains 24922 members 
Entering Unmasked Estep 
Score: -7459911.500000 Penalty: 5685.944824
	Iteration 41Q: 3 clusters Score -7459912 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71878 members 
Mstep: Class 2 contains 23309 members 
Entering Unmasked Estep 
Score: -7460311.500000 Penalty: 5685.944824
	Iteration 42Q: 3 clusters Score -7460312 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73487 members 
Mstep: Class 2 contains 21700 members 
Entering Unmasked Estep 
Score: -7460792.000000 Penalty: 5685.944824
	Iteration 43Q: 3 clusters Score -7460792 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75120 members 
Mstep: Class 2 contains 20067 members 
Entering Unmasked Estep 
Score: -7461307.000000 Penalty: 5685.944824
	Iteration 44Q: 3 clusters Score -7461307 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76698 members 
Mstep: Class 2 contains 18489 members 
Entering Unmasked Estep 
Score: -7461760.000000 Penalty: 5685.944824
	Iteration 45Q: 3 clusters Score -7461760 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78243 members 
Mstep: Class 2 contains 16944 members 
Entering Unmasked Estep 
Score: -7462215.000000 Penalty: 5685.944824
	Iteration 46Q: 3 clusters Score -7462215 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79672 members 
Mstep: Class 2 contains 15515 members 
Entering Unmasked Estep 
Score: -7462618.000000 Penalty: 5685.944824
	Iteration 47Q: 3 clusters Score -7462618 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81045 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -7463108.000000 Penalty: 5685.944824
	Iteration 48Q: 3 clusters Score -7463108 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82308 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -7463505.000000 Penalty: 5685.944824
	Iteration 49Q: 3 clusters Score -7463505 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83515 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -7463885.500000 Penalty: 5685.944824
	Iteration 50Q: 3 clusters Score -7463886 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84689 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -7464265.500000 Penalty: 5685.944824
	Iteration 51Q: 3 clusters Score -7464266 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85716 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -7464535.500000 Penalty: 5685.944824
	Iteration 52Q: 3 clusters Score -7464536 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86670 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -7464875.000000 Penalty: 5685.944824
	Iteration 53Q: 3 clusters Score -7464875 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87527 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -7465141.000000 Penalty: 5685.944824
	Iteration 54Q: 3 clusters Score -7465141 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88226 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -7465328.000000 Penalty: 5685.944824
	Iteration 55Q: 3 clusters Score -7465328 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88835 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -7465501.000000 Penalty: 5685.944824
	Iteration 56Q: 3 clusters Score -7465501 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89367 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -7465670.000000 Penalty: 5685.944824
	Iteration 57Q: 3 clusters Score -7465670 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89840 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -7465796.000000 Penalty: 5685.944824
	Iteration 58Q: 3 clusters Score -7465796 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90253 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -7465913.500000 Penalty: 5685.944824
	Iteration 59Q: 3 clusters Score -7465914 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90601 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -7466017.500000 Penalty: 5685.944824
	Iteration 60F: 3 clusters Score -7466018 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90904 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -7466108.500000 Penalty: 5685.944824
	Iteration 61Q: 3 clusters Score -7466108 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91194 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -7466195.500000 Penalty: 5685.944824
	Iteration 62Q: 3 clusters Score -7466196 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91439 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -7466245.500000 Penalty: 5685.944824
	Iteration 63Q: 3 clusters Score -7466246 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91651 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -7466307.500000 Penalty: 5685.944824
	Iteration 64Q: 3 clusters Score -7466308 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91843 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -7466384.000000 Penalty: 5685.944824
	Iteration 65Q: 3 clusters Score -7466384 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92012 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -7466424.000000 Penalty: 5685.944824
	Iteration 66Q: 3 clusters Score -7466424 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92178 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -7466480.000000 Penalty: 5685.944824
	Iteration 67Q: 3 clusters Score -7466480 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92315 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -7466498.000000 Penalty: 5685.944824
	Iteration 68Q: 3 clusters Score -7466498 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92422 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -7466538.000000 Penalty: 5685.944824
	Iteration 69Q: 3 clusters Score -7466538 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92512 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -7466553.500000 Penalty: 5685.944824
	Iteration 70Q: 3 clusters Score -7466554 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92574 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -7466564.500000 Penalty: 5685.944824
	Iteration 71Q: 3 clusters Score -7466564 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92629 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -7466584.500000 Penalty: 5685.944824
	Iteration 72Q: 3 clusters Score -7466584 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92683 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -7466584.000000 Penalty: 5685.944824
	Iteration 73Q: 3 clusters Score -7466584 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92733 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -7466600.500000 Penalty: 5685.944824
	Iteration 74Q: 3 clusters Score -7466600 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92790 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -7466610.500000 Penalty: 5685.944824
	Iteration 75Q: 3 clusters Score -7466610 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92836 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -7466620.000000 Penalty: 5685.944824
	Iteration 76Q: 3 clusters Score -7466620 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92878 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -7466613.500000 Penalty: 5685.944824
	Iteration 77Q: 3 clusters Score -7466614 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92915 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -7466622.000000 Penalty: 5685.944824
	Iteration 78Q: 3 clusters Score -7466622 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92944 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -7466643.000000 Penalty: 5685.944824
	Iteration 79Q: 3 clusters Score -7466643 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92979 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -7466647.500000 Penalty: 5685.944824
	Iteration 80F: 3 clusters Score -7466648 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93006 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -7466649.000000 Penalty: 5685.944824
	Iteration 81Q: 3 clusters Score -7466649 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93025 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -7466651.000000 Penalty: 5685.944824
	Iteration 82Q: 3 clusters Score -7466651 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93042 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -7466648.000000 Penalty: 5685.944824
	Iteration 83Q: 3 clusters Score -7466648 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93061 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -7466651.000000 Penalty: 5685.944824
	Iteration 84Q: 3 clusters Score -7466651 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93077 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -7466661.000000 Penalty: 5685.944824
	Iteration 85Q: 3 clusters Score -7466661 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93097 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -7466673.500000 Penalty: 5685.944824
	Iteration 86Q: 3 clusters Score -7466674 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93118 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -7466682.500000 Penalty: 5685.944824
	Iteration 87Q: 3 clusters Score -7466682 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93133 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -7466683.000000 Penalty: 5685.944824
	Iteration 88Q: 3 clusters Score -7466683 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93144 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -7466696.500000 Penalty: 5685.944824
	Iteration 89Q: 3 clusters Score -7466696 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93152 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -7466693.500000 Penalty: 5685.944824
	Iteration 90Q: 3 clusters Score -7466694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93157 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -7466700.000000 Penalty: 5685.944824
	Iteration 91Q: 3 clusters Score -7466700 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93168 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -7466691.000000 Penalty: 5685.944824
	Iteration 92Q: 3 clusters Score -7466691 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93176 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -7466690.500000 Penalty: 5685.944824
	Iteration 93Q: 3 clusters Score -7466690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93183 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -7466686.500000 Penalty: 5685.944824
	Iteration 94Q: 3 clusters Score -7466686 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93186 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -7466691.000000 Penalty: 5685.944824
	Iteration 95Q: 3 clusters Score -7466691 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93190 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -7466695.000000 Penalty: 5685.944824
	Iteration 96Q: 3 clusters Score -7466695 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93190 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -7466695.000000 Penalty: 5685.944824
	Iteration 97F: 3 clusters Score -7466695 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (48800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48800 members 
Entering Unmasked Estep 
Score: -3766640.250000 Penalty: 2677.280518
	Iteration 0F: 2 clusters Score -3766640 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24531 members 
Mstep: Class 2 contains 24269 members 
Entering Unmasked Estep 
Score: -3733831.000000 Penalty: 5354.561035
	Iteration 0F: 3 clusters Score -3733831 nChanged 22596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24883 members 
Mstep: Class 2 contains 23917 members 
Entering Unmasked Estep 
Score: -3747185.500000 Penalty: 5354.561035
	Iteration 1F: 3 clusters Score -3747186 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24775 members 
Mstep: Class 2 contains 24025 members 
Entering Unmasked Estep 
Score: -3748824.000000 Penalty: 5354.561035
	Iteration 2F: 3 clusters Score -3748824 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24567 members 
Mstep: Class 2 contains 24233 members 
Entering Unmasked Estep 
Score: -3751248.500000 Penalty: 5354.561035
	Iteration 3F: 3 clusters Score -3751248 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24121 members 
Mstep: Class 2 contains 24679 members 
Entering Unmasked Estep 
Score: -3754404.000000 Penalty: 5354.561035
	Iteration 4F: 3 clusters Score -3754404 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23609 members 
Mstep: Class 2 contains 25191 members 
Entering Unmasked Estep 
Score: -3757456.750000 Penalty: 5354.561035
	Iteration 5F: 3 clusters Score -3757457 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23155 members 
Mstep: Class 2 contains 25645 members 
Entering Unmasked Estep 
Score: -3759636.250000 Penalty: 5354.561035
	Iteration 6F: 3 clusters Score -3759636 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22839 members 
Mstep: Class 2 contains 25961 members 
Entering Unmasked Estep 
Score: -3761031.500000 Penalty: 5354.561035
	Iteration 7F: 3 clusters Score -3761032 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22712 members 
Mstep: Class 2 contains 26088 members 
Entering Unmasked Estep 
Score: -3761796.250000 Penalty: 5354.561035
	Iteration 8Q: 3 clusters Score -3761796 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22786 members 
Mstep: Class 2 contains 26014 members 
Entering Unmasked Estep 
Score: -3762306.750000 Penalty: 5354.561035
	Iteration 9Q: 3 clusters Score -3762307 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22975 members 
Mstep: Class 2 contains 25825 members 
Entering Unmasked Estep 
Score: -3762718.500000 Penalty: 5354.561035
	Iteration 10Q: 3 clusters Score -3762718 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23304 members 
Mstep: Class 2 contains 25496 members 
Entering Unmasked Estep 
Score: -3763181.750000 Penalty: 5354.561035
	Iteration 11Q: 3 clusters Score -3763182 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23681 members 
Mstep: Class 2 contains 25119 members 
Entering Unmasked Estep 
Score: -3763785.250000 Penalty: 5354.561035
	Iteration 12Q: 3 clusters Score -3763785 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24092 members 
Mstep: Class 2 contains 24708 members 
Entering Unmasked Estep 
Score: -3764677.500000 Penalty: 5354.561035
	Iteration 13Q: 3 clusters Score -3764678 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24560 members 
Mstep: Class 2 contains 24240 members 
Entering Unmasked Estep 
Score: -3765918.750000 Penalty: 5354.561035
	Iteration 14Q: 3 clusters Score -3765919 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25112 members 
Mstep: Class 2 contains 23688 members 
Entering Unmasked Estep 
Score: -3767848.750000 Penalty: 5354.561035
	Iteration 15Q: 3 clusters Score -3767849 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25787 members 
Mstep: Class 2 contains 23013 members 
Entering Unmasked Estep 
Score: -3770409.500000 Penalty: 5354.561035
	Iteration 16Q: 3 clusters Score -3770410 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26769 members 
Mstep: Class 2 contains 22031 members 
Entering Unmasked Estep 
Score: -3773102.000000 Penalty: 5354.561035
	Iteration 17Q: 3 clusters Score -3773102 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27913 members 
Mstep: Class 2 contains 20887 members 
Entering Unmasked Estep 
Score: -3775856.250000 Penalty: 5354.561035
	Iteration 18Q: 3 clusters Score -3775856 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29028 members 
Mstep: Class 2 contains 19772 members 
Entering Unmasked Estep 
Score: -3778453.750000 Penalty: 5354.561035
	Iteration 19Q: 3 clusters Score -3778454 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29809 members 
Mstep: Class 2 contains 18991 members 
Entering Unmasked Estep 
Score: -3779751.750000 Penalty: 5354.561035
	Iteration 20F: 3 clusters Score -3779752 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30233 members 
Mstep: Class 2 contains 18567 members 
Entering Unmasked Estep 
Score: -3780082.750000 Penalty: 5354.561035
	Iteration 21Q: 3 clusters Score -3780083 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30470 members 
Mstep: Class 2 contains 18330 members 
Entering Unmasked Estep 
Score: -3780167.750000 Penalty: 5354.561035
	Iteration 22Q: 3 clusters Score -3780168 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30623 members 
Mstep: Class 2 contains 18177 members 
Entering Unmasked Estep 
Score: -3780204.750000 Penalty: 5354.561035
	Iteration 23Q: 3 clusters Score -3780205 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30749 members 
Mstep: Class 2 contains 18051 members 
Entering Unmasked Estep 
Score: -3780219.250000 Penalty: 5354.561035
	Iteration 24Q: 3 clusters Score -3780219 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30853 members 
Mstep: Class 2 contains 17947 members 
Entering Unmasked Estep 
Score: -3780263.000000 Penalty: 5354.561035
	Iteration 25Q: 3 clusters Score -3780263 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30936 members 
Mstep: Class 2 contains 17864 members 
Entering Unmasked Estep 
Score: -3780287.250000 Penalty: 5354.561035
	Iteration 26Q: 3 clusters Score -3780287 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31000 members 
Mstep: Class 2 contains 17800 members 
Entering Unmasked Estep 
Score: -3780293.750000 Penalty: 5354.561035
	Iteration 27Q: 3 clusters Score -3780294 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31056 members 
Mstep: Class 2 contains 17744 members 
Entering Unmasked Estep 
Score: -3780291.750000 Penalty: 5354.561035
	Iteration 28Q: 3 clusters Score -3780292 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31106 members 
Mstep: Class 2 contains 17694 members 
Entering Unmasked Estep 
Score: -3780296.500000 Penalty: 5354.561035
	Iteration 29Q: 3 clusters Score -3780296 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31161 members 
Mstep: Class 2 contains 17639 members 
Entering Unmasked Estep 
Score: -3780315.250000 Penalty: 5354.561035
	Iteration 30Q: 3 clusters Score -3780315 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31225 members 
Mstep: Class 2 contains 17575 members 
Entering Unmasked Estep 
Score: -3780325.500000 Penalty: 5354.561035
	Iteration 31Q: 3 clusters Score -3780326 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31283 members 
Mstep: Class 2 contains 17517 members 
Entering Unmasked Estep 
Score: -3780342.000000 Penalty: 5354.561035
	Iteration 32Q: 3 clusters Score -3780342 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31349 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
Score: -3780361.750000 Penalty: 5354.561035
	Iteration 33Q: 3 clusters Score -3780362 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31412 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -3780373.750000 Penalty: 5354.561035
	Iteration 34Q: 3 clusters Score -3780374 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31460 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
Score: -3780394.250000 Penalty: 5354.561035
	Iteration 35Q: 3 clusters Score -3780394 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31517 members 
Mstep: Class 2 contains 17283 members 
Entering Unmasked Estep 
Score: -3780405.250000 Penalty: 5354.561035
	Iteration 36Q: 3 clusters Score -3780405 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31576 members 
Mstep: Class 2 contains 17224 members 
Entering Unmasked Estep 
Score: -3780424.250000 Penalty: 5354.561035
	Iteration 37Q: 3 clusters Score -3780424 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31635 members 
Mstep: Class 2 contains 17165 members 
Entering Unmasked Estep 
Score: -3780442.750000 Penalty: 5354.561035
	Iteration 38Q: 3 clusters Score -3780443 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31706 members 
Mstep: Class 2 contains 17094 members 
Entering Unmasked Estep 
Score: -3780446.500000 Penalty: 5354.561035
	Iteration 39Q: 3 clusters Score -3780446 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31784 members 
Mstep: Class 2 contains 17016 members 
Entering Unmasked Estep 
Score: -3780470.750000 Penalty: 5354.561035
	Iteration 40F: 3 clusters Score -3780471 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31869 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -3780472.250000 Penalty: 5354.561035
	Iteration 41Q: 3 clusters Score -3780472 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31960 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -3780513.500000 Penalty: 5354.561035
	Iteration 42Q: 3 clusters Score -3780514 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32062 members 
Mstep: Class 2 contains 16738 members 
Entering Unmasked Estep 
Score: -3780551.500000 Penalty: 5354.561035
	Iteration 43Q: 3 clusters Score -3780552 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32175 members 
Mstep: Class 2 contains 16625 members 
Entering Unmasked Estep 
Score: -3780590.250000 Penalty: 5354.561035
	Iteration 44Q: 3 clusters Score -3780590 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32283 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -3780632.250000 Penalty: 5354.561035
	Iteration 45Q: 3 clusters Score -3780632 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32396 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -3780699.000000 Penalty: 5354.561035
	Iteration 46Q: 3 clusters Score -3780699 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32528 members 
Mstep: Class 2 contains 16272 members 
Entering Unmasked Estep 
Score: -3780770.750000 Penalty: 5354.561035
	Iteration 47Q: 3 clusters Score -3780771 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32644 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -3780806.500000 Penalty: 5354.561035
	Iteration 48Q: 3 clusters Score -3780806 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32753 members 
Mstep: Class 2 contains 16047 members 
Entering Unmasked Estep 
Score: -3780846.000000 Penalty: 5354.561035
	Iteration 49Q: 3 clusters Score -3780846 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32859 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -3780889.250000 Penalty: 5354.561035
	Iteration 50Q: 3 clusters Score -3780889 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32961 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -3780920.500000 Penalty: 5354.561035
	Iteration 51Q: 3 clusters Score -3780920 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33044 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -3780950.250000 Penalty: 5354.561035
	Iteration 52Q: 3 clusters Score -3780950 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33130 members 
Mstep: Class 2 contains 15670 members 
Entering Unmasked Estep 
Score: -3780970.000000 Penalty: 5354.561035
	Iteration 53Q: 3 clusters Score -3780970 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33208 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -3780973.750000 Penalty: 5354.561035
	Iteration 54Q: 3 clusters Score -3780974 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33261 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -3780978.750000 Penalty: 5354.561035
	Iteration 55Q: 3 clusters Score -3780979 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33294 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -3780978.250000 Penalty: 5354.561035
	Iteration 56Q: 3 clusters Score -3780978 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33322 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -3780974.500000 Penalty: 5354.561035
	Iteration 57Q: 3 clusters Score -3780974 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33349 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -3780969.750000 Penalty: 5354.561035
	Iteration 58Q: 3 clusters Score -3780970 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33362 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
Score: -3780977.000000 Penalty: 5354.561035
	Iteration 59Q: 3 clusters Score -3780977 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33372 members 
Mstep: Class 2 contains 15428 members 
Entering Unmasked Estep 
Score: -3780984.000000 Penalty: 5354.561035
	Iteration 60F: 3 clusters Score -3780984 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33383 members 
Mstep: Class 2 contains 15417 members 
Entering Unmasked Estep 
Score: -3780981.250000 Penalty: 5354.561035
	Iteration 61Q: 3 clusters Score -3780981 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33391 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -3780977.250000 Penalty: 5354.561035
	Iteration 62Q: 3 clusters Score -3780977 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33399 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -3780971.000000 Penalty: 5354.561035
	Iteration 63Q: 3 clusters Score -3780971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33402 members 
Mstep: Class 2 contains 15398 members 
Entering Unmasked Estep 
Score: -3780980.000000 Penalty: 5354.561035
	Iteration 64Q: 3 clusters Score -3780980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33408 members 
Mstep: Class 2 contains 15392 members 
Entering Unmasked Estep 
Score: -3780975.500000 Penalty: 5354.561035
	Iteration 65Q: 3 clusters Score -3780976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33415 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -3780978.250000 Penalty: 5354.561035
	Iteration 66Q: 3 clusters Score -3780978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33420 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -3780979.000000 Penalty: 5354.561035
	Iteration 67Q: 3 clusters Score -3780979 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33425 members 
Mstep: Class 2 contains 15375 members 
Entering Unmasked Estep 
Score: -3780985.750000 Penalty: 5354.561035
	Iteration 68Q: 3 clusters Score -3780986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33432 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -3780987.500000 Penalty: 5354.561035
	Iteration 69Q: 3 clusters Score -3780988 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33443 members 
Mstep: Class 2 contains 15357 members 
Entering Unmasked Estep 
Score: -3780984.250000 Penalty: 5354.561035
	Iteration 70Q: 3 clusters Score -3780984 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33459 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -3780989.500000 Penalty: 5354.561035
	Iteration 71Q: 3 clusters Score -3780990 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33472 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -3780994.250000 Penalty: 5354.561035
	Iteration 72Q: 3 clusters Score -3780994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33479 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -3780993.500000 Penalty: 5354.561035
	Iteration 73Q: 3 clusters Score -3780994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33482 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -3780990.500000 Penalty: 5354.561035
	Iteration 74Q: 3 clusters Score -3780990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33486 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -3780990.750000 Penalty: 5354.561035
	Iteration 75Q: 3 clusters Score -3780991 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33491 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -3780985.500000 Penalty: 5354.561035
	Iteration 76Q: 3 clusters Score -3780986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33494 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
Score: -3780981.000000 Penalty: 5354.561035
	Iteration 77Q: 3 clusters Score -3780981 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33499 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -3780989.000000 Penalty: 5354.561035
	Iteration 78Q: 3 clusters Score -3780989 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33505 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -3780985.250000 Penalty: 5354.561035
	Iteration 79Q: 3 clusters Score -3780985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33507 members 
Mstep: Class 2 contains 15293 members 
Entering Unmasked Estep 
Score: -3780988.500000 Penalty: 5354.561035
	Iteration 80F: 3 clusters Score -3780988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33508 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -3780987.500000 Penalty: 5354.561035
	Iteration 81Q: 3 clusters Score -3780988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33508 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -3780987.500000 Penalty: 5354.561035
	Iteration 82F: 3 clusters Score -3780988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 108285 members 
Mstep: Class 2 contains 22185 members 
Mstep: Class 3 contains 1482 members 
Mstep: Class 4 contains 156793 members 
Mstep: Class 5 contains 12545 members 
Mstep: Class 6 contains 16055 members 
Mstep: Class 7 contains 8013 members 
Mstep: Class 8 contains 1410 members 
Mstep: Class 9 contains 2424 members 
Mstep: Class 10 contains 10925 members 
Mstep: Class 11 contains 7968 members 
Mstep: Class 12 contains 2755 members 
Mstep: Class 13 contains 95187 members 
Mstep: Class 14 contains 4179 members 
Mstep: Class 15 contains 33508 members 
Mstep: Class 16 contains 10471 members 
Mstep: Class 17 contains 16893 members 
Mstep: Class 18 contains 77645 members 
Mstep: Class 19 contains 61724 members 
Mstep: Class 20 contains 701347 members 
Mstep: Class 21 contains 25762 members 
Mstep: Class 22 contains 9049 members 
Mstep: Class 23 contains 2320 members 
Mstep: Class 24 contains 58851 members 
Mstep: Class 25 contains 15292 members 
Entering Unmasked Estep 
Score: -111875920.000000 Penalty: 88015.593750
Splitting cluster 15 changes total score from -111847728.000000 to -111875920.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 16 (10471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Entering Unmasked Estep 
Score: -736917.687500 Penalty: 2295.578369
	Iteration 0F: 2 clusters Score -736917.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -729093.312500 Penalty: 4591.156738
	Iteration 0F: 3 clusters Score -729093.3 nChanged 4407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -731908.625000 Penalty: 4591.156738
	Iteration 1F: 3 clusters Score -731908.6 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -733290.500000 Penalty: 4591.156738
	Iteration 2F: 3 clusters Score -733290.5 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -734575.312500 Penalty: 4591.156738
	Iteration 3F: 3 clusters Score -734575.3 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -735594.250000 Penalty: 4591.156738
	Iteration 4F: 3 clusters Score -735594.2 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -736233.812500 Penalty: 4591.156738
	Iteration 5F: 3 clusters Score -736233.8 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -736706.812500 Penalty: 4591.156738
	Iteration 6Q: 3 clusters Score -736706.8 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -737024.312500 Penalty: 4591.156738
	Iteration 7Q: 3 clusters Score -737024.3 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -737253.687500 Penalty: 4591.156738
	Iteration 8Q: 3 clusters Score -737253.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -737400.125000 Penalty: 4591.156738
	Iteration 9Q: 3 clusters Score -737400.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -737500.875000 Penalty: 4591.156738
	Iteration 10Q: 3 clusters Score -737500.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -737575.812500 Penalty: 4591.156738
	Iteration 11Q: 3 clusters Score -737575.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -737635.937500 Penalty: 4591.156738
	Iteration 12Q: 3 clusters Score -737635.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -737690.750000 Penalty: 4591.156738
	Iteration 13Q: 3 clusters Score -737690.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -737728.625000 Penalty: 4591.156738
	Iteration 14Q: 3 clusters Score -737728.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -737755.812500 Penalty: 4591.156738
	Iteration 15Q: 3 clusters Score -737755.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -737776.062500 Penalty: 4591.156738
	Iteration 16Q: 3 clusters Score -737776.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -737790.437500 Penalty: 4591.156738
	Iteration 17Q: 3 clusters Score -737790.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -737802.625000 Penalty: 4591.156738
	Iteration 18Q: 3 clusters Score -737802.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -737809.312500 Penalty: 4591.156738
	Iteration 19Q: 3 clusters Score -737809.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -737819.250000 Penalty: 4591.156738
	Iteration 20F: 3 clusters Score -737819.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -737826.312500 Penalty: 4591.156738
	Iteration 21Q: 3 clusters Score -737826.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -737831.625000 Penalty: 4591.156738
	Iteration 22Q: 3 clusters Score -737831.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -737837.062500 Penalty: 4591.156738
	Iteration 23Q: 3 clusters Score -737837.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -737839.187500 Penalty: 4591.156738
	Iteration 24Q: 3 clusters Score -737839.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -737837.875000 Penalty: 4591.156738
	Iteration 25Q: 3 clusters Score -737837.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -737838.375000 Penalty: 4591.156738
	Iteration 26Q: 3 clusters Score -737838.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -737838.875000 Penalty: 4591.156738
	Iteration 27Q: 3 clusters Score -737838.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -737840.187500 Penalty: 4591.156738
	Iteration 28Q: 3 clusters Score -737840.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -737840.375000 Penalty: 4591.156738
	Iteration 29Q: 3 clusters Score -737840.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -737840.250000 Penalty: 4591.156738
	Iteration 30Q: 3 clusters Score -737840.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -737840.250000 Penalty: 4591.156738
	Iteration 31F: 3 clusters Score -737840.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 108285 members 
Mstep: Class 2 contains 22185 members 
Mstep: Class 3 contains 1482 members 
Mstep: Class 4 contains 156793 members 
Mstep: Class 5 contains 12545 members 
Mstep: Class 6 contains 16055 members 
Mstep: Class 7 contains 8013 members 
Mstep: Class 8 contains 1410 members 
Mstep: Class 9 contains 2424 members 
Mstep: Class 10 contains 10925 members 
Mstep: Class 11 contains 7968 members 
Mstep: Class 12 contains 2755 members 
Mstep: Class 13 contains 95187 members 
Mstep: Class 14 contains 4179 members 
Mstep: Class 15 contains 33508 members 
Mstep: Class 16 contains 7270 members 
Mstep: Class 17 contains 16893 members 
Mstep: Class 18 contains 77645 members 
Mstep: Class 19 contains 61724 members 
Mstep: Class 20 contains 701347 members 
Mstep: Class 21 contains 25762 members 
Mstep: Class 22 contains 9049 members 
Mstep: Class 23 contains 2320 members 
Mstep: Class 24 contains 58851 members 
Mstep: Class 25 contains 15292 members 
Mstep: Class 26 contains 3201 members 
Entering Unmasked Estep 
Score: -111875376.000000 Penalty: 91536.218750
Splitting cluster 16 changes total score from -111847728.000000 to -111875376.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 17 (16893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16893 members 
Entering Unmasked Estep 
Score: -1391989.125000 Penalty: 2414.194336
	Iteration 0F: 2 clusters Score -1391989 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -1379896.625000 Penalty: 4828.388672
	Iteration 0F: 3 clusters Score -1379897 nChanged 7278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -1383695.875000 Penalty: 4828.388672
	Iteration 1F: 3 clusters Score -1383696 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -1384036.000000 Penalty: 4828.388672
	Iteration 2F: 3 clusters Score -1384036 nChanged 739
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -1384279 nChanged 620
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Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -1384492 nChanged 552
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Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -1384656 nChanged 498
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Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 8409 members 
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	Iteration 6Q: 3 clusters Score -1384803 nChanged 447
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Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -1384940 nChanged 431
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Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -1385086 nChanged 433
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Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -1385253 nChanged 489
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Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -1385521 nChanged 558
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Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -1385842 nChanged 662
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Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -1386243 nChanged 744
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Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -1386680 nChanged 768
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -1387080 nChanged 739
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Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -1387462 nChanged 696
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -1387822 nChanged 657
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -1388192 nChanged 578
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Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1388528 nChanged 562
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Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1388848 nChanged 462
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Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -1389104 nChanged 402
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Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1389286 nChanged 333
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Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 5022 members 
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	Iteration 22Q: 3 clusters Score -1389426 nChanged 268
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Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1389521 nChanged 210
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Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1389600 nChanged 190
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Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1389663 nChanged 155
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Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 4261 members 
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	Iteration 26Q: 3 clusters Score -1389704 nChanged 170
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Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 4103 members 
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	Iteration 27Q: 3 clusters Score -1389750 nChanged 157
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Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 3956 members 
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	Iteration 28Q: 3 clusters Score -1389791 nChanged 145
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Mstep: Class 1 contains 13080 members 
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	Iteration 29Q: 3 clusters Score -1389832 nChanged 143
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Mstep: Class 1 contains 13219 members 
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	Iteration 30Q: 3 clusters Score -1389872 nChanged 117
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Mstep: Class 1 contains 13336 members 
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	Iteration 31Q: 3 clusters Score -1389908 nChanged 121
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Mstep: Class 1 contains 13457 members 
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	Iteration 32Q: 3 clusters Score -1389942 nChanged 104
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Mstep: Class 1 contains 13561 members 
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	Iteration 33Q: 3 clusters Score -1389963 nChanged 95
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Mstep: Class 1 contains 13656 members 
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	Iteration 34Q: 3 clusters Score -1389984 nChanged 92
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Mstep: Class 1 contains 13748 members 
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	Iteration 35Q: 3 clusters Score -1390014 nChanged 101
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Mstep: Class 1 contains 13847 members 
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	Iteration 36Q: 3 clusters Score -1390041 nChanged 111
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Mstep: Class 1 contains 13956 members 
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	Iteration 37Q: 3 clusters Score -1390070 nChanged 109
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Mstep: Class 1 contains 14063 members 
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	Iteration 38Q: 3 clusters Score -1390102 nChanged 99
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Mstep: Class 1 contains 14162 members 
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	Iteration 39Q: 3 clusters Score -1390130 nChanged 97
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Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 2634 members 
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	Iteration 40F: 3 clusters Score -1390161 nChanged 101
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Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 2533 members 
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	Iteration 41Q: 3 clusters Score -1390183 nChanged 89
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Mstep: Class 1 contains 14449 members 
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Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1390216 nChanged 93
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Mstep: Class 1 contains 14542 members 
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	Iteration 43Q: 3 clusters Score -1390243 nChanged 93
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Mstep: Class 1 contains 14633 members 
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	Iteration 44Q: 3 clusters Score -1390274 nChanged 70
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Mstep: Class 1 contains 14703 members 
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	Iteration 45Q: 3 clusters Score -1390294 nChanged 70
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Mstep: Class 1 contains 14771 members 
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	Iteration 46Q: 3 clusters Score -1390318 nChanged 66
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Mstep: Class 1 contains 14837 members 
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	Iteration 47Q: 3 clusters Score -1390338 nChanged 67
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Mstep: Class 1 contains 14904 members 
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	Iteration 48Q: 3 clusters Score -1390358 nChanged 74
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Mstep: Class 1 contains 14976 members 
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	Iteration 49Q: 3 clusters Score -1390385 nChanged 80
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Mstep: Class 1 contains 15056 members 
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	Iteration 50Q: 3 clusters Score -1390418 nChanged 75
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Mstep: Class 1 contains 15129 members 
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	Iteration 51Q: 3 clusters Score -1390442 nChanged 63
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	Iteration 52Q: 3 clusters Score -1390467 nChanged 50
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	Iteration 53Q: 3 clusters Score -1390488 nChanged 51
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Mstep: Class 1 contains 15289 members 
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	Iteration 54Q: 3 clusters Score -1390504 nChanged 41
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Mstep: Class 1 contains 15330 members 
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	Iteration 55Q: 3 clusters Score -1390518 nChanged 41
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Mstep: Class 1 contains 15367 members 
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	Iteration 56Q: 3 clusters Score -1390532 nChanged 28
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	Iteration 57Q: 3 clusters Score -1390538 nChanged 25
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	Iteration 58Q: 3 clusters Score -1390547 nChanged 27
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Mstep: Class 1 contains 15445 members 
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	Iteration 59Q: 3 clusters Score -1390554 nChanged 33
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Mstep: Class 1 contains 15478 members 
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	Iteration 60F: 3 clusters Score -1390564 nChanged 21
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Mstep: Class 1 contains 15499 members 
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	Iteration 61Q: 3 clusters Score -1390573 nChanged 14
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Mstep: Class 1 contains 15513 members 
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	Iteration 62Q: 3 clusters Score -1390574 nChanged 11
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Mstep: Class 1 contains 15524 members 
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	Iteration 63Q: 3 clusters Score -1390584 nChanged 10
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Mstep: Class 1 contains 15534 members 
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	Iteration 64Q: 3 clusters Score -1390584 nChanged 9
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Mstep: Class 1 contains 15543 members 
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	Iteration 65Q: 3 clusters Score -1390590 nChanged 8
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Mstep: Class 1 contains 15551 members 
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	Iteration 66Q: 3 clusters Score -1390595 nChanged 12
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	Iteration 67Q: 3 clusters Score -1390595 nChanged 13
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Mstep: Class 1 contains 15574 members 
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	Iteration 68Q: 3 clusters Score -1390596 nChanged 9
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	Iteration 69Q: 3 clusters Score -1390597 nChanged 9
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Mstep: Class 1 contains 15592 members 
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	Iteration 70Q: 3 clusters Score -1390598 nChanged 11
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	Iteration 71Q: 3 clusters Score -1390602 nChanged 7
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	Iteration 72Q: 3 clusters Score -1390607 nChanged 9
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	Iteration 73Q: 3 clusters Score -1390609 nChanged 6
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Mstep: Class 1 contains 15625 members 
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	Iteration 74Q: 3 clusters Score -1390610 nChanged 2
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	Iteration 75Q: 3 clusters Score -1390612 nChanged 4
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	Iteration 76Q: 3 clusters Score -1390614 nChanged 2
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	Iteration 77Q: 3 clusters Score -1390615 nChanged 2
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	Iteration 78Q: 3 clusters Score -1390618 nChanged 4
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	Iteration 79Q: 3 clusters Score -1390617 nChanged 6
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	Iteration 80F: 3 clusters Score -1390620 nChanged 8
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	Iteration 81Q: 3 clusters Score -1390625 nChanged 2
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	Iteration 82Q: 3 clusters Score -1390627 nChanged 4
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	Iteration 83Q: 3 clusters Score -1390628 nChanged 8
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	Iteration 84Q: 3 clusters Score -1390628 nChanged 7
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	Iteration 85Q: 3 clusters Score -1390628 nChanged 6
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	Iteration 86Q: 3 clusters Score -1390632 nChanged 4
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	Iteration 87Q: 3 clusters Score -1390632 nChanged 6
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	Iteration 88Q: 3 clusters Score -1390634 nChanged 3
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	Iteration 89Q: 3 clusters Score -1390636 nChanged 1
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	Iteration 90Q: 3 clusters Score -1390635 nChanged 1
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	Iteration 91Q: 3 clusters Score -1390637 nChanged 3
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	Iteration 92Q: 3 clusters Score -1390635 nChanged 3
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	Iteration 93Q: 3 clusters Score -1390637 nChanged 3
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	Iteration 94Q: 3 clusters Score -1390637 nChanged 7
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	Iteration 95Q: 3 clusters Score -1390638 nChanged 7
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Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1390638.125000 Penalty: 4828.388672
	Iteration 96Q: 3 clusters Score -1390638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15718 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1390639.000000 Penalty: 4828.388672
	Iteration 97Q: 3 clusters Score -1390639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1390641.250000 Penalty: 4828.388672
	Iteration 98Q: 3 clusters Score -1390641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1390640.375000 Penalty: 4828.388672
	Iteration 99Q: 3 clusters Score -1390640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1390643.000000 Penalty: 4828.388672
	Iteration 100F: 3 clusters Score -1390643 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1390643.000000 Penalty: 4828.388672
	Iteration 101Q: 3 clusters Score -1390643 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15734 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1390648.250000 Penalty: 4828.388672
	Iteration 102Q: 3 clusters Score -1390648 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15742 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1390653.125000 Penalty: 4828.388672
	Iteration 103Q: 3 clusters Score -1390653 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1390652.375000 Penalty: 4828.388672
	Iteration 104Q: 3 clusters Score -1390652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15759 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1390653.375000 Penalty: 4828.388672
	Iteration 105Q: 3 clusters Score -1390653 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15768 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1390659.250000 Penalty: 4828.388672
	Iteration 106Q: 3 clusters Score -1390659 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15775 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1390662.125000 Penalty: 4828.388672
	Iteration 107Q: 3 clusters Score -1390662 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15786 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1390664.000000 Penalty: 4828.388672
	Iteration 108Q: 3 clusters Score -1390664 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1390673.000000 Penalty: 4828.388672
	Iteration 109Q: 3 clusters Score -1390673 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15807 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1390675.500000 Penalty: 4828.388672
	Iteration 110Q: 3 clusters Score -1390676 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15816 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1390684.250000 Penalty: 4828.388672
	Iteration 111Q: 3 clusters Score -1390684 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15827 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1390687.250000 Penalty: 4828.388672
	Iteration 112Q: 3 clusters Score -1390687 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15834 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1390689.250000 Penalty: 4828.388672
	Iteration 113Q: 3 clusters Score -1390689 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1390694.250000 Penalty: 4828.388672
	Iteration 114Q: 3 clusters Score -1390694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15851 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1390696.500000 Penalty: 4828.388672
	Iteration 115Q: 3 clusters Score -1390696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1390696.125000 Penalty: 4828.388672
	Iteration 116Q: 3 clusters Score -1390696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15865 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1390699.250000 Penalty: 4828.388672
	Iteration 117Q: 3 clusters Score -1390699 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1390704.000000 Penalty: 4828.388672
	Iteration 118Q: 3 clusters Score -1390704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1390706.625000 Penalty: 4828.388672
	Iteration 119Q: 3 clusters Score -1390707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15884 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1390710.500000 Penalty: 4828.388672
	Iteration 120F: 3 clusters Score -1390710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1390710.875000 Penalty: 4828.388672
	Iteration 121Q: 3 clusters Score -1390711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15886 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1390709.625000 Penalty: 4828.388672
	Iteration 122Q: 3 clusters Score -1390710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1390713.375000 Penalty: 4828.388672
	Iteration 123Q: 3 clusters Score -1390713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15888 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1390712.500000 Penalty: 4828.388672
	Iteration 124Q: 3 clusters Score -1390712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15888 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1390712.500000 Penalty: 4828.388672
	Iteration 125F: 3 clusters Score -1390712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (77645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77645 members 
Entering Unmasked Estep 
Score: -6251721.000000 Penalty: 2792.455811
	Iteration 0F: 2 clusters Score -6251721 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38988 members 
Mstep: Class 2 contains 38657 members 
Entering Unmasked Estep 
Score: -6199731.000000 Penalty: 5584.911621
	Iteration 0F: 3 clusters Score -6199731 nChanged 36578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40738 members 
Mstep: Class 2 contains 36907 members 
Entering Unmasked Estep 
Score: -6221085.000000 Penalty: 5584.911621
	Iteration 1F: 3 clusters Score -6221085 nChanged 3838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42278 members 
Mstep: Class 2 contains 35367 members 
Entering Unmasked Estep 
Score: -6222837.500000 Penalty: 5584.911621
	Iteration 2Q: 3 clusters Score -6222838 nChanged 4712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44822 members 
Mstep: Class 2 contains 32823 members 
Entering Unmasked Estep 
Score: -6225509.500000 Penalty: 5584.911621
	Iteration 3F: 3 clusters Score -6225510 nChanged 5640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48428 members 
Mstep: Class 2 contains 29217 members 
Entering Unmasked Estep 
Score: -6229371.500000 Penalty: 5584.911621
	Iteration 4F: 3 clusters Score -6229372 nChanged 6111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52723 members 
Mstep: Class 2 contains 24922 members 
Entering Unmasked Estep 
Score: -6234058.500000 Penalty: 5584.911621
	Iteration 5F: 3 clusters Score -6234058 nChanged 5636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56889 members 
Mstep: Class 2 contains 20756 members 
Entering Unmasked Estep 
Score: -6238619.500000 Penalty: 5584.911621
	Iteration 6F: 3 clusters Score -6238620 nChanged 4511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60464 members 
Mstep: Class 2 contains 17181 members 
Entering Unmasked Estep 
Score: -6242244.500000 Penalty: 5584.911621
	Iteration 7F: 3 clusters Score -6242244 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63121 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -6244811.500000 Penalty: 5584.911621
	Iteration 8Q: 3 clusters Score -6244812 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65046 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -6246610.000000 Penalty: 5584.911621
	Iteration 9Q: 3 clusters Score -6246610 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66440 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -6247888.000000 Penalty: 5584.911621
	Iteration 10Q: 3 clusters Score -6247888 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67443 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -6248781.500000 Penalty: 5584.911621
	Iteration 11Q: 3 clusters Score -6248782 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68240 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -6249360.500000 Penalty: 5584.911621
	Iteration 12Q: 3 clusters Score -6249360 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68867 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -6249743.500000 Penalty: 5584.911621
	Iteration 13Q: 3 clusters Score -6249744 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69414 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -6250065.000000 Penalty: 5584.911621
	Iteration 14Q: 3 clusters Score -6250065 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69878 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -6250313.000000 Penalty: 5584.911621
	Iteration 15Q: 3 clusters Score -6250313 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70253 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -6250496.000000 Penalty: 5584.911621
	Iteration 16Q: 3 clusters Score -6250496 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70587 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -6250620.000000 Penalty: 5584.911621
	Iteration 17Q: 3 clusters Score -6250620 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70887 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -6250727.000000 Penalty: 5584.911621
	Iteration 18Q: 3 clusters Score -6250727 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71162 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -6250799.500000 Penalty: 5584.911621
	Iteration 19Q: 3 clusters Score -6250800 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71379 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -6250875.500000 Penalty: 5584.911621
	Iteration 20F: 3 clusters Score -6250876 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71564 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -6250937.000000 Penalty: 5584.911621
	Iteration 21Q: 3 clusters Score -6250937 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71726 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -6251005.500000 Penalty: 5584.911621
	Iteration 22Q: 3 clusters Score -6251006 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71874 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -6251034.000000 Penalty: 5584.911621
	Iteration 23Q: 3 clusters Score -6251034 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72002 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -6251088.500000 Penalty: 5584.911621
	Iteration 24Q: 3 clusters Score -6251088 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72103 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -6251102.500000 Penalty: 5584.911621
	Iteration 25Q: 3 clusters Score -6251102 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72189 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -6251135.000000 Penalty: 5584.911621
	Iteration 26Q: 3 clusters Score -6251135 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72264 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -6251164.000000 Penalty: 5584.911621
	Iteration 27Q: 3 clusters Score -6251164 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72335 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -6251182.000000 Penalty: 5584.911621
	Iteration 28Q: 3 clusters Score -6251182 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72384 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -6251180.000000 Penalty: 5584.911621
	Iteration 29Q: 3 clusters Score -6251180 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72430 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -6251188.000000 Penalty: 5584.911621
	Iteration 30Q: 3 clusters Score -6251188 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72484 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -6251186.000000 Penalty: 5584.911621
	Iteration 31Q: 3 clusters Score -6251186 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72535 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -6251193.500000 Penalty: 5584.911621
	Iteration 32Q: 3 clusters Score -6251194 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72581 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -6251196.000000 Penalty: 5584.911621
	Iteration 33Q: 3 clusters Score -6251196 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72625 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -6251204.000000 Penalty: 5584.911621
	Iteration 34Q: 3 clusters Score -6251204 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72676 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -6251212.000000 Penalty: 5584.911621
	Iteration 35Q: 3 clusters Score -6251212 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72710 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -6251222.500000 Penalty: 5584.911621
	Iteration 36Q: 3 clusters Score -6251222 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72734 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -6251217.500000 Penalty: 5584.911621
	Iteration 37Q: 3 clusters Score -6251218 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72756 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -6251217.000000 Penalty: 5584.911621
	Iteration 38Q: 3 clusters Score -6251217 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72777 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -6251226.000000 Penalty: 5584.911621
	Iteration 39Q: 3 clusters Score -6251226 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72794 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -6251224.000000 Penalty: 5584.911621
	Iteration 40F: 3 clusters Score -6251224 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72806 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -6251217.000000 Penalty: 5584.911621
	Iteration 41Q: 3 clusters Score -6251217 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72824 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -6251220.000000 Penalty: 5584.911621
	Iteration 42Q: 3 clusters Score -6251220 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72841 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -6251217.000000 Penalty: 5584.911621
	Iteration 43Q: 3 clusters Score -6251217 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72855 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -6251210.000000 Penalty: 5584.911621
	Iteration 44Q: 3 clusters Score -6251210 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72864 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -6251218.000000 Penalty: 5584.911621
	Iteration 45Q: 3 clusters Score -6251218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72871 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -6251225.000000 Penalty: 5584.911621
	Iteration 46Q: 3 clusters Score -6251225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72874 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -6251223.000000 Penalty: 5584.911621
	Iteration 47Q: 3 clusters Score -6251223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72875 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -6251221.500000 Penalty: 5584.911621
	Iteration 48Q: 3 clusters Score -6251222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72877 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -6251223.500000 Penalty: 5584.911621
	Iteration 49Q: 3 clusters Score -6251224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72881 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -6251228.000000 Penalty: 5584.911621
	Iteration 50Q: 3 clusters Score -6251228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72881 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -6251228.000000 Penalty: 5584.911621
	Iteration 51F: 3 clusters Score -6251228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (61724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61724 members 
Entering Unmasked Estep 
Score: -4686121.500000 Penalty: 2735.546143
	Iteration 0F: 2 clusters Score -4686122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30830 members 
Mstep: Class 2 contains 30894 members 
Entering Unmasked Estep 
Score: -4644551.500000 Penalty: 5471.092285
	Iteration 0F: 3 clusters Score -4644552 nChanged 28848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30636 members 
Mstep: Class 2 contains 31088 members 
Entering Unmasked Estep 
Score: -4661213.000000 Penalty: 5471.092285
	Iteration 1F: 3 clusters Score -4661213 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30533 members 
Mstep: Class 2 contains 31191 members 
Entering Unmasked Estep 
Score: -4662630.500000 Penalty: 5471.092285
	Iteration 2Q: 3 clusters Score -4662630 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30173 members 
Mstep: Class 2 contains 31551 members 
Entering Unmasked Estep 
Score: -4664719.000000 Penalty: 5471.092285
	Iteration 3F: 3 clusters Score -4664719 nChanged 4089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29284 members 
Mstep: Class 2 contains 32440 members 
Entering Unmasked Estep 
Score: -4668264.500000 Penalty: 5471.092285
	Iteration 4F: 3 clusters Score -4668264 nChanged 5039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27505 members 
Mstep: Class 2 contains 34219 members 
Entering Unmasked Estep 
Score: -4673561.500000 Penalty: 5471.092285
	Iteration 5F: 3 clusters Score -4673562 nChanged 5446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24945 members 
Mstep: Class 2 contains 36779 members 
Entering Unmasked Estep 
Score: -4679757.000000 Penalty: 5471.092285
	Iteration 6F: 3 clusters Score -4679757 nChanged 4905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22308 members 
Mstep: Class 2 contains 39416 members 
Entering Unmasked Estep 
Score: -4684136.500000 Penalty: 5471.092285
	Iteration 7F: 3 clusters Score -4684136 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20125 members 
Mstep: Class 2 contains 41599 members 
Entering Unmasked Estep 
Score: -4686306.500000 Penalty: 5471.092285
	Iteration 8F: 3 clusters Score -4686306 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18161 members 
Mstep: Class 2 contains 43563 members 
Entering Unmasked Estep 
Score: -4687673.500000 Penalty: 5471.092285
	Iteration 9Q: 3 clusters Score -4687674 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 45454 members 
Entering Unmasked Estep 
Score: -4688893.500000 Penalty: 5471.092285
	Iteration 10Q: 3 clusters Score -4688894 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 47433 members 
Entering Unmasked Estep 
Score: -4690395.000000 Penalty: 5471.092285
	Iteration 11Q: 3 clusters Score -4690395 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 49425 members 
Entering Unmasked Estep 
Score: -4692189.000000 Penalty: 5471.092285
	Iteration 12Q: 3 clusters Score -4692189 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 51284 members 
Entering Unmasked Estep 
Score: -4694295.000000 Penalty: 5471.092285
	Iteration 13Q: 3 clusters Score -4694295 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 52660 members 
Entering Unmasked Estep 
Score: -4696118.000000 Penalty: 5471.092285
	Iteration 14Q: 3 clusters Score -4696118 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 53476 members 
Entering Unmasked Estep 
Score: -4696980.500000 Penalty: 5471.092285
	Iteration 15Q: 3 clusters Score -4696980 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 53977 members 
Entering Unmasked Estep 
Score: -4697324.500000 Penalty: 5471.092285
	Iteration 16Q: 3 clusters Score -4697324 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 54297 members 
Entering Unmasked Estep 
Score: -4697447.000000 Penalty: 5471.092285
	Iteration 17Q: 3 clusters Score -4697447 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 54523 members 
Entering Unmasked Estep 
Score: -4697530.500000 Penalty: 5471.092285
	Iteration 18Q: 3 clusters Score -4697530 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 54674 members 
Entering Unmasked Estep 
Score: -4697562.000000 Penalty: 5471.092285
	Iteration 19Q: 3 clusters Score -4697562 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 54755 members 
Entering Unmasked Estep 
Score: -4697585.500000 Penalty: 5471.092285
	Iteration 20F: 3 clusters Score -4697586 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 54804 members 
Entering Unmasked Estep 
Score: -4697577.000000 Penalty: 5471.092285
	Iteration 21Q: 3 clusters Score -4697577 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 54830 members 
Entering Unmasked Estep 
Score: -4697593.500000 Penalty: 5471.092285
	Iteration 22Q: 3 clusters Score -4697594 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 54844 members 
Entering Unmasked Estep 
Score: -4697594.500000 Penalty: 5471.092285
	Iteration 23Q: 3 clusters Score -4697594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 54849 members 
Entering Unmasked Estep 
Score: -4697586.000000 Penalty: 5471.092285
	Iteration 24Q: 3 clusters Score -4697586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 54852 members 
Entering Unmasked Estep 
Score: -4697589.500000 Penalty: 5471.092285
	Iteration 25Q: 3 clusters Score -4697590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 54859 members 
Entering Unmasked Estep 
Score: -4697581.000000 Penalty: 5471.092285
	Iteration 26Q: 3 clusters Score -4697581 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 54863 members 
Entering Unmasked Estep 
Score: -4697590.500000 Penalty: 5471.092285
	Iteration 27Q: 3 clusters Score -4697590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 54865 members 
Entering Unmasked Estep 
Score: -4697590.000000 Penalty: 5471.092285
	Iteration 28Q: 3 clusters Score -4697590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 54865 members 
Entering Unmasked Estep 
Score: -4697590.000000 Penalty: 5471.092285
	Iteration 29F: 3 clusters Score -4697590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 108285 members 
Mstep: Class 2 contains 22185 members 
Mstep: Class 3 contains 1482 members 
Mstep: Class 4 contains 156793 members 
Mstep: Class 5 contains 12545 members 
Mstep: Class 6 contains 16055 members 
Mstep: Class 7 contains 8013 members 
Mstep: Class 8 contains 1410 members 
Mstep: Class 9 contains 2424 members 
Mstep: Class 10 contains 10925 members 
Mstep: Class 11 contains 7968 members 
Mstep: Class 12 contains 2755 members 
Mstep: Class 13 contains 95187 members 
Mstep: Class 14 contains 4179 members 
Mstep: Class 15 contains 33508 members 
Mstep: Class 16 contains 7270 members 
Mstep: Class 17 contains 16893 members 
Mstep: Class 18 contains 77645 members 
Mstep: Class 19 contains 6859 members 
Mstep: Class 20 contains 701347 members 
Mstep: Class 21 contains 25762 members 
Mstep: Class 22 contains 9049 members 
Mstep: Class 23 contains 2320 members 
Mstep: Class 24 contains 58851 members 
Mstep: Class 25 contains 15292 members 
Mstep: Class 26 contains 3201 members 
Mstep: Class 27 contains 54865 members 
Entering Unmasked Estep 
Score: -111886272.000000 Penalty: 95056.843750
Splitting cluster 19 changes total score from -111847728.000000 to -111886272.000000
So it's getting split into cluster 27.
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 108285 members 
Mstep: Class 3 contains 1482 members 
Mstep: Class 4 contains 156793 members 
Mstep: Class 5 contains 12545 members 
Mstep: Class 6 contains 16055 members 
Mstep: Class 7 contains 8013 members 
Mstep: Class 8 contains 1410 members 
Mstep: Class 9 contains 2424 members 
Mstep: Class 10 contains 10925 members 
Mstep: Class 12 contains 2755 members 
Mstep: Class 13 contains 95187 members 
Mstep: Class 15 contains 33508 members 
Mstep: Class 16 contains 7270 members 
Mstep: Class 17 contains 16893 members 
Mstep: Class 18 contains 77645 members 
Mstep: Class 19 contains 6859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111900464.000000 Penalty: 95056.843750
Iteration 39Q: 28 clusters Score -1.119005e+08 nChanged 23437
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 112549 members 
Mstep: Class 2 contains 22187 members 
Mstep: Class 3 contains 1529 members 
Mstep: Class 4 contains 156909 members 
Mstep: Class 5 contains 12359 members 
Mstep: Class 6 contains 16133 members 
Mstep: Class 7 contains 8699 members 
Mstep: Class 8 contains 1515 members 
Mstep: Class 9 contains 2445 members 
Mstep: Class 10 contains 10755 members 
Mstep: Class 11 contains 7953 members 
Mstep: Class 12 contains 3583 members 
Mstep: Class 13 contains 95143 members 
Mstep: Class 14 contains 3705 members 
Mstep: Class 15 contains 34208 members 
Mstep: Class 16 contains 7654 members 
Mstep: Class 17 contains 17028 members 
Mstep: Class 18 contains 78097 members 
Mstep: Class 19 contains 7955 members 
Mstep: Class 20 contains 693650 members 
Mstep: Class 21 contains 24948 members 
Mstep: Class 22 contains 8860 members 
Mstep: Class 23 contains 2309 members 
Mstep: Class 24 contains 58821 members 
Mstep: Class 25 contains 15315 members 
Mstep: Class 26 contains 3367 members 
Mstep: Class 27 contains 55394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111914840.000000 Penalty: 95056.843750
Iteration 40F: 28 clusters Score -1.119148e+08 nChanged 19881
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 113541 members 
Mstep: Class 2 contains 22389 members 
Mstep: Class 3 contains 1523 members 
Mstep: Class 4 contains 156490 members 
Mstep: Class 5 contains 11639 members 
Mstep: Class 6 contains 16059 members 
Mstep: Class 7 contains 9251 members 
Mstep: Class 8 contains 1459 members 
Mstep: Class 9 contains 2451 members 
Mstep: Class 10 contains 10562 members 
Mstep: Class 11 contains 7974 members 
Mstep: Class 12 contains 4144 members 
Mstep: Class 13 contains 93630 members 
Mstep: Class 14 contains 3494 members 
Mstep: Class 15 contains 32810 members 
Mstep: Class 16 contains 7784 members 
Mstep: Class 17 contains 17040 members 
Mstep: Class 18 contains 77532 members 
Mstep: Class 19 contains 8848 members 
Mstep: Class 20 contains 691939 members 
Mstep: Class 21 contains 25834 members 
Mstep: Class 22 contains 8805 members 
Mstep: Class 23 contains 2362 members 
Mstep: Class 24 contains 58666 members 
Mstep: Class 25 contains 16167 members 
Mstep: Class 26 contains 3943 members 
Mstep: Class 27 contains 56741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111920928.000000 Penalty: 95056.843750
Iteration 41Q: 28 clusters Score -1.119209e+08 nChanged 12107
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 114292 members 
Mstep: Class 2 contains 22729 members 
Mstep: Class 3 contains 1510 members 
Mstep: Class 4 contains 156193 members 
Mstep: Class 5 contains 11117 members 
Mstep: Class 6 contains 15969 members 
Mstep: Class 7 contains 9765 members 
Mstep: Class 8 contains 1490 members 
Mstep: Class 9 contains 2466 members 
Mstep: Class 10 contains 10513 members 
Mstep: Class 11 contains 7997 members 
Mstep: Class 12 contains 4565 members 
Mstep: Class 13 contains 92668 members 
Mstep: Class 14 contains 3329 members 
Mstep: Class 15 contains 31949 members 
Mstep: Class 16 contains 7918 members 
Mstep: Class 17 contains 17028 members 
Mstep: Class 18 contains 77227 members 
Mstep: Class 19 contains 9560 members 
Mstep: Class 20 contains 690446 members 
Mstep: Class 21 contains 26349 members 
Mstep: Class 22 contains 8737 members 
Mstep: Class 23 contains 2398 members 
Mstep: Class 24 contains 58400 members 
Mstep: Class 25 contains 16575 members 
Mstep: Class 26 contains 4389 members 
Mstep: Class 27 contains 57498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111923992.000000 Penalty: 95056.843750
Iteration 42Q: 28 clusters Score -1.11924e+08 nChanged 9043
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 114960 members 
Mstep: Class 2 contains 23109 members 
Mstep: Class 3 contains 1482 members 
Mstep: Class 4 contains 155953 members 
Mstep: Class 5 contains 10785 members 
Mstep: Class 6 contains 15870 members 
Mstep: Class 7 contains 10231 members 
Mstep: Class 8 contains 1552 members 
Mstep: Class 9 contains 2478 members 
Mstep: Class 10 contains 10489 members 
Mstep: Class 11 contains 8024 members 
Mstep: Class 12 contains 4827 members 
Mstep: Class 13 contains 91935 members 
Mstep: Class 14 contains 3222 members 
Mstep: Class 15 contains 31386 members 
Mstep: Class 16 contains 8034 members 
Mstep: Class 17 contains 17021 members 
Mstep: Class 18 contains 77027 members 
Mstep: Class 19 contains 10070 members 
Mstep: Class 20 contains 689113 members 
Mstep: Class 21 contains 26711 members 
Mstep: Class 22 contains 8674 members 
Mstep: Class 23 contains 2445 members 
Mstep: Class 24 contains 58123 members 
Mstep: Class 25 contains 16806 members 
Mstep: Class 26 contains 4711 members 
Mstep: Class 27 contains 58039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111926512.000000 Penalty: 95056.843750
Iteration 43Q: 28 clusters Score -1.119265e+08 nChanged 7374
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 115565 members 
Mstep: Class 2 contains 23493 members 
Mstep: Class 3 contains 1461 members 
Mstep: Class 4 contains 155754 members 
Mstep: Class 5 contains 10516 members 
Mstep: Class 6 contains 15758 members 
Mstep: Class 7 contains 10701 members 
Mstep: Class 8 contains 1599 members 
Mstep: Class 9 contains 2501 members 
Mstep: Class 10 contains 10480 members 
Mstep: Class 11 contains 8043 members 
Mstep: Class 12 contains 5006 members 
Mstep: Class 13 contains 91328 members 
Mstep: Class 14 contains 3139 members 
Mstep: Class 15 contains 30994 members 
Mstep: Class 16 contains 8153 members 
Mstep: Class 17 contains 17006 members 
Mstep: Class 18 contains 76912 members 
Mstep: Class 19 contains 10477 members 
Mstep: Class 20 contains 687779 members 
Mstep: Class 21 contains 26987 members 
Mstep: Class 22 contains 8617 members 
Mstep: Class 23 contains 2510 members 
Mstep: Class 24 contains 57904 members 
Mstep: Class 25 contains 16981 members 
Mstep: Class 26 contains 4931 members 
Mstep: Class 27 contains 58482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111928112.000000 Penalty: 95056.843750
Iteration 44Q: 28 clusters Score -1.119281e+08 nChanged 6203
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 116141 members 
Mstep: Class 2 contains 23878 members 
Mstep: Class 3 contains 1442 members 
Mstep: Class 4 contains 155611 members 
Mstep: Class 5 contains 10308 members 
Mstep: Class 6 contains 15647 members 
Mstep: Class 7 contains 11123 members 
Mstep: Class 8 contains 1628 members 
Mstep: Class 9 contains 2527 members 
Mstep: Class 10 contains 10473 members 
Mstep: Class 11 contains 8055 members 
Mstep: Class 12 contains 5130 members 
Mstep: Class 13 contains 90833 members 
Mstep: Class 14 contains 3066 members 
Mstep: Class 15 contains 30728 members 
Mstep: Class 16 contains 8239 members 
Mstep: Class 17 contains 16999 members 
Mstep: Class 18 contains 76843 members 
Mstep: Class 19 contains 10780 members 
Mstep: Class 20 contains 686554 members 
Mstep: Class 21 contains 27186 members 
Mstep: Class 22 contains 8562 members 
Mstep: Class 23 contains 2559 members 
Mstep: Class 24 contains 57686 members 
Mstep: Class 25 contains 17101 members 
Mstep: Class 26 contains 5108 members 
Mstep: Class 27 contains 58869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111929472.000000 Penalty: 95056.843750
Iteration 45Q: 28 clusters Score -1.119295e+08 nChanged 5457
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 116649 members 
Mstep: Class 2 contains 24263 members 
Mstep: Class 3 contains 1420 members 
Mstep: Class 4 contains 155495 members 
Mstep: Class 5 contains 10142 members 
Mstep: Class 6 contains 15554 members 
Mstep: Class 7 contains 11556 members 
Mstep: Class 8 contains 1678 members 
Mstep: Class 9 contains 2546 members 
Mstep: Class 10 contains 10480 members 
Mstep: Class 11 contains 8069 members 
Mstep: Class 12 contains 5235 members 
Mstep: Class 13 contains 90419 members 
Mstep: Class 14 contains 3018 members 
Mstep: Class 15 contains 30525 members 
Mstep: Class 16 contains 8294 members 
Mstep: Class 17 contains 16994 members 
Mstep: Class 18 contains 76805 members 
Mstep: Class 19 contains 11025 members 
Mstep: Class 20 contains 685373 members 
Mstep: Class 21 contains 27334 members 
Mstep: Class 22 contains 8523 members 
Mstep: Class 23 contains 2586 members 
Mstep: Class 24 contains 57515 members 
Mstep: Class 25 contains 17156 members 
Mstep: Class 26 contains 5232 members 
Mstep: Class 27 contains 59191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111929824.000000 Penalty: 95056.843750
Iteration 46Q: 28 clusters Score -1.119298e+08 nChanged 4753
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 117131 members 
Mstep: Class 2 contains 24591 members 
Mstep: Class 3 contains 1404 members 
Mstep: Class 4 contains 155384 members 
Mstep: Class 5 contains 10044 members 
Mstep: Class 6 contains 15446 members 
Mstep: Class 7 contains 12009 members 
Mstep: Class 8 contains 1748 members 
Mstep: Class 9 contains 2573 members 
Mstep: Class 10 contains 10484 members 
Mstep: Class 11 contains 8075 members 
Mstep: Class 12 contains 5312 members 
Mstep: Class 13 contains 90059 members 
Mstep: Class 14 contains 2974 members 
Mstep: Class 15 contains 30376 members 
Mstep: Class 16 contains 8332 members 
Mstep: Class 17 contains 16990 members 
Mstep: Class 18 contains 76775 members 
Mstep: Class 19 contains 11160 members 
Mstep: Class 20 contains 684297 members 
Mstep: Class 21 contains 27442 members 
Mstep: Class 22 contains 8480 members 
Mstep: Class 23 contains 2608 members 
Mstep: Class 24 contains 57373 members 
Mstep: Class 25 contains 17195 members 
Mstep: Class 26 contains 5330 members 
Mstep: Class 27 contains 59485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111930664.000000 Penalty: 95056.843750
Iteration 47Q: 28 clusters Score -1.119307e+08 nChanged 4322
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 117540 members 
Mstep: Class 2 contains 24940 members 
Mstep: Class 3 contains 1399 members 
Mstep: Class 4 contains 155288 members 
Mstep: Class 5 contains 9955 members 
Mstep: Class 6 contains 15352 members 
Mstep: Class 7 contains 12459 members 
Mstep: Class 8 contains 1821 members 
Mstep: Class 9 contains 2606 members 
Mstep: Class 10 contains 10491 members 
Mstep: Class 11 contains 8079 members 
Mstep: Class 12 contains 5372 members 
Mstep: Class 13 contains 89716 members 
Mstep: Class 14 contains 2939 members 
Mstep: Class 15 contains 30273 members 
Mstep: Class 16 contains 8370 members 
Mstep: Class 17 contains 16993 members 
Mstep: Class 18 contains 76749 members 
Mstep: Class 19 contains 11259 members 
Mstep: Class 20 contains 683264 members 
Mstep: Class 21 contains 27557 members 
Mstep: Class 22 contains 8452 members 
Mstep: Class 23 contains 2610 members 
Mstep: Class 24 contains 57207 members 
Mstep: Class 25 contains 17229 members 
Mstep: Class 26 contains 5427 members 
Mstep: Class 27 contains 59730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111931776.000000 Penalty: 95056.843750
Iteration 48Q: 28 clusters Score -1.119318e+08 nChanged 4025
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 117979 members 
Mstep: Class 2 contains 25304 members 
Mstep: Class 3 contains 1386 members 
Mstep: Class 4 contains 155167 members 
Mstep: Class 5 contains 9884 members 
Mstep: Class 6 contains 15262 members 
Mstep: Class 7 contains 12922 members 
Mstep: Class 8 contains 1883 members 
Mstep: Class 9 contains 2631 members 
Mstep: Class 10 contains 10495 members 
Mstep: Class 11 contains 8091 members 
Mstep: Class 12 contains 5418 members 
Mstep: Class 13 contains 89375 members 
Mstep: Class 14 contains 2902 members 
Mstep: Class 15 contains 30190 members 
Mstep: Class 16 contains 8400 members 
Mstep: Class 17 contains 17000 members 
Mstep: Class 18 contains 76718 members 
Mstep: Class 19 contains 11314 members 
Mstep: Class 20 contains 682277 members 
Mstep: Class 21 contains 27645 members 
Mstep: Class 22 contains 8435 members 
Mstep: Class 23 contains 2621 members 
Mstep: Class 24 contains 57060 members 
Mstep: Class 25 contains 17247 members 
Mstep: Class 26 contains 5506 members 
Mstep: Class 27 contains 59965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111931840.000000 Penalty: 95056.843750
Iteration 49Q: 28 clusters Score -1.119318e+08 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 118317 members 
Mstep: Class 2 contains 25645 members 
Mstep: Class 3 contains 1375 members 
Mstep: Class 4 contains 155069 members 
Mstep: Class 5 contains 9822 members 
Mstep: Class 6 contains 15171 members 
Mstep: Class 7 contains 13363 members 
Mstep: Class 8 contains 1929 members 
Mstep: Class 9 contains 2664 members 
Mstep: Class 10 contains 10496 members 
Mstep: Class 11 contains 8097 members 
Mstep: Class 12 contains 5460 members 
Mstep: Class 13 contains 89031 members 
Mstep: Class 14 contains 2883 members 
Mstep: Class 15 contains 30127 members 
Mstep: Class 16 contains 8438 members 
Mstep: Class 17 contains 17019 members 
Mstep: Class 18 contains 76688 members 
Mstep: Class 19 contains 11356 members 
Mstep: Class 20 contains 681402 members 
Mstep: Class 21 contains 27758 members 
Mstep: Class 22 contains 8410 members 
Mstep: Class 23 contains 2640 members 
Mstep: Class 24 contains 56918 members 
Mstep: Class 25 contains 17259 members 
Mstep: Class 26 contains 5582 members 
Mstep: Class 27 contains 60158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111931912.000000 Penalty: 95056.843750
Iteration 50Q: 28 clusters Score -1.119319e+08 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 118719 members 
Mstep: Class 2 contains 25962 members 
Mstep: Class 3 contains 1368 members 
Mstep: Class 4 contains 154989 members 
Mstep: Class 5 contains 9784 members 
Mstep: Class 6 contains 15084 members 
Mstep: Class 7 contains 13789 members 
Mstep: Class 8 contains 1959 members 
Mstep: Class 9 contains 2692 members 
Mstep: Class 10 contains 10494 members 
Mstep: Class 11 contains 8100 members 
Mstep: Class 12 contains 5502 members 
Mstep: Class 13 contains 88745 members 
Mstep: Class 14 contains 2863 members 
Mstep: Class 15 contains 30063 members 
Mstep: Class 16 contains 8464 members 
Mstep: Class 17 contains 17055 members 
Mstep: Class 18 contains 76656 members 
Mstep: Class 19 contains 11377 members 
Mstep: Class 20 contains 680463 members 
Mstep: Class 21 contains 27844 members 
Mstep: Class 22 contains 8396 members 
Mstep: Class 23 contains 2668 members 
Mstep: Class 24 contains 56813 members 
Mstep: Class 25 contains 17268 members 
Mstep: Class 26 contains 5638 members 
Mstep: Class 27 contains 60322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111932248.000000 Penalty: 95056.843750
Iteration 51Q: 28 clusters Score -1.119322e+08 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 119132 members 
Mstep: Class 2 contains 26292 members 
Mstep: Class 3 contains 1359 members 
Mstep: Class 4 contains 154908 members 
Mstep: Class 5 contains 9753 members 
Mstep: Class 6 contains 15000 members 
Mstep: Class 7 contains 14195 members 
Mstep: Class 8 contains 2000 members 
Mstep: Class 9 contains 2711 members 
Mstep: Class 10 contains 10493 members 
Mstep: Class 11 contains 8101 members 
Mstep: Class 12 contains 5529 members 
Mstep: Class 13 contains 88483 members 
Mstep: Class 14 contains 2856 members 
Mstep: Class 15 contains 29996 members 
Mstep: Class 16 contains 8485 members 
Mstep: Class 17 contains 17093 members 
Mstep: Class 18 contains 76630 members 
Mstep: Class 19 contains 11394 members 
Mstep: Class 20 contains 679603 members 
Mstep: Class 21 contains 27888 members 
Mstep: Class 22 contains 8382 members 
Mstep: Class 23 contains 2687 members 
Mstep: Class 24 contains 56697 members 
Mstep: Class 25 contains 17266 members 
Mstep: Class 26 contains 5683 members 
Mstep: Class 27 contains 60461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111932376.000000 Penalty: 95056.843750
Iteration 52Q: 28 clusters Score -1.119324e+08 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 119521 members 
Mstep: Class 2 contains 26618 members 
Mstep: Class 3 contains 1349 members 
Mstep: Class 4 contains 154850 members 
Mstep: Class 5 contains 9727 members 
Mstep: Class 6 contains 14928 members 
Mstep: Class 7 contains 14583 members 
Mstep: Class 8 contains 2047 members 
Mstep: Class 9 contains 2730 members 
Mstep: Class 10 contains 10500 members 
Mstep: Class 11 contains 8105 members 
Mstep: Class 12 contains 5559 members 
Mstep: Class 13 contains 88240 members 
Mstep: Class 14 contains 2848 members 
Mstep: Class 15 contains 29950 members 
Mstep: Class 16 contains 8496 members 
Mstep: Class 17 contains 17136 members 
Mstep: Class 18 contains 76614 members 
Mstep: Class 19 contains 11405 members 
Mstep: Class 20 contains 678704 members 
Mstep: Class 21 contains 27908 members 
Mstep: Class 22 contains 8364 members 
Mstep: Class 23 contains 2695 members 
Mstep: Class 24 contains 56593 members 
Mstep: Class 25 contains 17270 members 
Mstep: Class 26 contains 5747 members 
Mstep: Class 27 contains 60590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111932512.000000 Penalty: 95056.843750
Iteration 53Q: 28 clusters Score -1.119325e+08 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 119858 members 
Mstep: Class 2 contains 26921 members 
Mstep: Class 3 contains 1345 members 
Mstep: Class 4 contains 154803 members 
Mstep: Class 5 contains 9710 members 
Mstep: Class 6 contains 14863 members 
Mstep: Class 7 contains 14962 members 
Mstep: Class 8 contains 2099 members 
Mstep: Class 9 contains 2743 members 
Mstep: Class 10 contains 10500 members 
Mstep: Class 11 contains 8107 members 
Mstep: Class 12 contains 5593 members 
Mstep: Class 13 contains 88019 members 
Mstep: Class 14 contains 2835 members 
Mstep: Class 15 contains 29915 members 
Mstep: Class 16 contains 8505 members 
Mstep: Class 17 contains 17153 members 
Mstep: Class 18 contains 76594 members 
Mstep: Class 19 contains 11395 members 
Mstep: Class 20 contains 677900 members 
Mstep: Class 21 contains 27949 members 
Mstep: Class 22 contains 8350 members 
Mstep: Class 23 contains 2702 members 
Mstep: Class 24 contains 56503 members 
Mstep: Class 25 contains 17267 members 
Mstep: Class 26 contains 5808 members 
Mstep: Class 27 contains 60678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111932400.000000 Penalty: 95056.843750
Iteration 54Q: 28 clusters Score -1.119324e+08 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 120119 members 
Mstep: Class 2 contains 27266 members 
Mstep: Class 3 contains 1338 members 
Mstep: Class 4 contains 154732 members 
Mstep: Class 5 contains 9698 members 
Mstep: Class 6 contains 14807 members 
Mstep: Class 7 contains 15308 members 
Mstep: Class 8 contains 2155 members 
Mstep: Class 9 contains 2756 members 
Mstep: Class 10 contains 10498 members 
Mstep: Class 11 contains 8109 members 
Mstep: Class 12 contains 5621 members 
Mstep: Class 13 contains 87810 members 
Mstep: Class 14 contains 2826 members 
Mstep: Class 15 contains 29874 members 
Mstep: Class 16 contains 8512 members 
Mstep: Class 17 contains 17160 members 
Mstep: Class 18 contains 76568 members 
Mstep: Class 19 contains 11389 members 
Mstep: Class 20 contains 677159 members 
Mstep: Class 21 contains 27988 members 
Mstep: Class 22 contains 8339 members 
Mstep: Class 23 contains 2708 members 
Mstep: Class 24 contains 56421 members 
Mstep: Class 25 contains 17271 members 
Mstep: Class 26 contains 5863 members 
Mstep: Class 27 contains 60782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111932832.000000 Penalty: 95056.843750
Iteration 55Q: 28 clusters Score -1.119328e+08 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 120380 members 
Mstep: Class 2 contains 27611 members 
Mstep: Class 3 contains 1335 members 
Mstep: Class 4 contains 154677 members 
Mstep: Class 5 contains 9686 members 
Mstep: Class 6 contains 14759 members 
Mstep: Class 7 contains 15669 members 
Mstep: Class 8 contains 2205 members 
Mstep: Class 9 contains 2767 members 
Mstep: Class 10 contains 10504 members 
Mstep: Class 11 contains 8108 members 
Mstep: Class 12 contains 5644 members 
Mstep: Class 13 contains 87584 members 
Mstep: Class 14 contains 2816 members 
Mstep: Class 15 contains 29826 members 
Mstep: Class 16 contains 8515 members 
Mstep: Class 17 contains 17160 members 
Mstep: Class 18 contains 76544 members 
Mstep: Class 19 contains 11388 members 
Mstep: Class 20 contains 676424 members 
Mstep: Class 21 contains 28010 members 
Mstep: Class 22 contains 8330 members 
Mstep: Class 23 contains 2711 members 
Mstep: Class 24 contains 56353 members 
Mstep: Class 25 contains 17280 members 
Mstep: Class 26 contains 5915 members 
Mstep: Class 27 contains 60876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111932904.000000 Penalty: 95056.843750
Iteration 56Q: 28 clusters Score -1.119329e+08 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 120560 members 
Mstep: Class 2 contains 27959 members 
Mstep: Class 3 contains 1330 members 
Mstep: Class 4 contains 154627 members 
Mstep: Class 5 contains 9675 members 
Mstep: Class 6 contains 14708 members 
Mstep: Class 7 contains 16021 members 
Mstep: Class 8 contains 2246 members 
Mstep: Class 9 contains 2781 members 
Mstep: Class 10 contains 10506 members 
Mstep: Class 11 contains 8109 members 
Mstep: Class 12 contains 5673 members 
Mstep: Class 13 contains 87357 members 
Mstep: Class 14 contains 2808 members 
Mstep: Class 15 contains 29796 members 
Mstep: Class 16 contains 8511 members 
Mstep: Class 17 contains 17174 members 
Mstep: Class 18 contains 76520 members 
Mstep: Class 19 contains 11385 members 
Mstep: Class 20 contains 675715 members 
Mstep: Class 21 contains 28030 members 
Mstep: Class 22 contains 8317 members 
Mstep: Class 23 contains 2717 members 
Mstep: Class 24 contains 56285 members 
Mstep: Class 25 contains 17293 members 
Mstep: Class 26 contains 5969 members 
Mstep: Class 27 contains 61005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111933144.000000 Penalty: 95056.843750
Iteration 57Q: 28 clusters Score -1.119331e+08 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 120697 members 
Mstep: Class 2 contains 28342 members 
Mstep: Class 3 contains 1329 members 
Mstep: Class 4 contains 154600 members 
Mstep: Class 5 contains 9661 members 
Mstep: Class 6 contains 14648 members 
Mstep: Class 7 contains 16398 members 
Mstep: Class 8 contains 2287 members 
Mstep: Class 9 contains 2787 members 
Mstep: Class 10 contains 10507 members 
Mstep: Class 11 contains 8110 members 
Mstep: Class 12 contains 5698 members 
Mstep: Class 13 contains 87130 members 
Mstep: Class 14 contains 2805 members 
Mstep: Class 15 contains 29764 members 
Mstep: Class 16 contains 8523 members 
Mstep: Class 17 contains 17183 members 
Mstep: Class 18 contains 76497 members 
Mstep: Class 19 contains 11380 members 
Mstep: Class 20 contains 675061 members 
Mstep: Class 21 contains 28019 members 
Mstep: Class 22 contains 8310 members 
Mstep: Class 23 contains 2725 members 
Mstep: Class 24 contains 56200 members 
Mstep: Class 25 contains 17296 members 
Mstep: Class 26 contains 6000 members 
Mstep: Class 27 contains 61120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111933192.000000 Penalty: 95056.843750
Iteration 58Q: 28 clusters Score -1.119332e+08 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 120881 members 
Mstep: Class 2 contains 28692 members 
Mstep: Class 3 contains 1327 members 
Mstep: Class 4 contains 154573 members 
Mstep: Class 5 contains 9643 members 
Mstep: Class 6 contains 14599 members 
Mstep: Class 7 contains 16787 members 
Mstep: Class 8 contains 2317 members 
Mstep: Class 9 contains 2794 members 
Mstep: Class 10 contains 10507 members 
Mstep: Class 11 contains 8112 members 
Mstep: Class 12 contains 5732 members 
Mstep: Class 13 contains 86933 members 
Mstep: Class 14 contains 2802 members 
Mstep: Class 15 contains 29724 members 
Mstep: Class 16 contains 8526 members 
Mstep: Class 17 contains 17195 members 
Mstep: Class 18 contains 76458 members 
Mstep: Class 19 contains 11380 members 
Mstep: Class 20 contains 674425 members 
Mstep: Class 21 contains 27991 members 
Mstep: Class 22 contains 8302 members 
Mstep: Class 23 contains 2730 members 
Mstep: Class 24 contains 56092 members 
Mstep: Class 25 contains 17278 members 
Mstep: Class 26 contains 6049 members 
Mstep: Class 27 contains 61228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111932968.000000 Penalty: 95056.843750
Iteration 59Q: 28 clusters Score -1.11933e+08 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 121052 members 
Mstep: Class 2 contains 29053 members 
Mstep: Class 3 contains 1327 members 
Mstep: Class 4 contains 154546 members 
Mstep: Class 5 contains 9620 members 
Mstep: Class 6 contains 14547 members 
Mstep: Class 7 contains 17179 members 
Mstep: Class 8 contains 2340 members 
Mstep: Class 9 contains 2801 members 
Mstep: Class 10 contains 10509 members 
Mstep: Class 11 contains 8112 members 
Mstep: Class 12 contains 5760 members 
Mstep: Class 13 contains 86755 members 
Mstep: Class 14 contains 2795 members 
Mstep: Class 15 contains 29684 members 
Mstep: Class 16 contains 8533 members 
Mstep: Class 17 contains 17205 members 
Mstep: Class 18 contains 76421 members 
Mstep: Class 19 contains 11383 members 
Mstep: Class 20 contains 673703 members 
Mstep: Class 21 contains 27968 members 
Mstep: Class 22 contains 8299 members 
Mstep: Class 23 contains 2736 members 
Mstep: Class 24 contains 56019 members 
Mstep: Class 25 contains 17266 members 
Mstep: Class 26 contains 6122 members 
Mstep: Class 27 contains 61342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111933048.000000 Penalty: 95056.843750
Iteration 60F: 28 clusters Score -1.11933e+08 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 121222 members 
Mstep: Class 2 contains 29382 members 
Mstep: Class 3 contains 1327 members 
Mstep: Class 4 contains 154500 members 
Mstep: Class 5 contains 9568 members 
Mstep: Class 6 contains 14508 members 
Mstep: Class 7 contains 17570 members 
Mstep: Class 8 contains 2361 members 
Mstep: Class 9 contains 2809 members 
Mstep: Class 10 contains 10509 members 
Mstep: Class 11 contains 8112 members 
Mstep: Class 12 contains 5797 members 
Mstep: Class 13 contains 86634 members 
Mstep: Class 14 contains 2784 members 
Mstep: Class 15 contains 29635 members 
Mstep: Class 16 contains 8524 members 
Mstep: Class 17 contains 17210 members 
Mstep: Class 18 contains 76378 members 
Mstep: Class 19 contains 11426 members 
Mstep: Class 20 contains 673002 members 
Mstep: Class 21 contains 27977 members 
Mstep: Class 22 contains 8295 members 
Mstep: Class 23 contains 2740 members 
Mstep: Class 24 contains 55927 members 
Mstep: Class 25 contains 17256 members 
Mstep: Class 26 contains 6186 members 
Mstep: Class 27 contains 61438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111933584.000000 Penalty: 95056.843750
Iteration 61Q: 28 clusters Score -1.119336e+08 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 121390 members 
Mstep: Class 2 contains 29722 members 
Mstep: Class 3 contains 1327 members 
Mstep: Class 4 contains 154467 members 
Mstep: Class 5 contains 9521 members 
Mstep: Class 6 contains 14458 members 
Mstep: Class 7 contains 17959 members 
Mstep: Class 8 contains 2384 members 
Mstep: Class 9 contains 2817 members 
Mstep: Class 10 contains 10511 members 
Mstep: Class 11 contains 8111 members 
Mstep: Class 12 contains 5829 members 
Mstep: Class 13 contains 86481 members 
Mstep: Class 14 contains 2766 members 
Mstep: Class 15 contains 29590 members 
Mstep: Class 16 contains 8526 members 
Mstep: Class 17 contains 17220 members 
Mstep: Class 18 contains 76346 members 
Mstep: Class 19 contains 11463 members 
Mstep: Class 20 contains 672321 members 
Mstep: Class 21 contains 27974 members 
Mstep: Class 22 contains 8296 members 
Mstep: Class 23 contains 2743 members 
Mstep: Class 24 contains 55848 members 
Mstep: Class 25 contains 17239 members 
Mstep: Class 26 contains 6223 members 
Mstep: Class 27 contains 61545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111933824.000000 Penalty: 95056.843750
Iteration 62Q: 28 clusters Score -1.119338e+08 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 121530 members 
Mstep: Class 2 contains 30073 members 
Mstep: Class 3 contains 1326 members 
Mstep: Class 4 contains 154417 members 
Mstep: Class 5 contains 9482 members 
Mstep: Class 6 contains 14399 members 
Mstep: Class 7 contains 18360 members 
Mstep: Class 8 contains 2400 members 
Mstep: Class 9 contains 2822 members 
Mstep: Class 10 contains 10513 members 
Mstep: Class 11 contains 8112 members 
Mstep: Class 12 contains 5854 members 
Mstep: Class 13 contains 86349 members 
Mstep: Class 14 contains 2755 members 
Mstep: Class 15 contains 29543 members 
Mstep: Class 16 contains 8527 members 
Mstep: Class 17 contains 17221 members 
Mstep: Class 18 contains 76316 members 
Mstep: Class 19 contains 11480 members 
Mstep: Class 20 contains 671642 members 
Mstep: Class 21 contains 27997 members 
Mstep: Class 22 contains 8297 members 
Mstep: Class 23 contains 2748 members 
Mstep: Class 24 contains 55776 members 
Mstep: Class 25 contains 17222 members 
Mstep: Class 26 contains 6260 members 
Mstep: Class 27 contains 61656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111934024.000000 Penalty: 95056.843750
Iteration 63Q: 28 clusters Score -1.11934e+08 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 121644 members 
Mstep: Class 2 contains 30461 members 
Mstep: Class 3 contains 1324 members 
Mstep: Class 4 contains 154375 members 
Mstep: Class 5 contains 9451 members 
Mstep: Class 6 contains 14332 members 
Mstep: Class 7 contains 18788 members 
Mstep: Class 8 contains 2425 members 
Mstep: Class 9 contains 2827 members 
Mstep: Class 10 contains 10516 members 
Mstep: Class 11 contains 8112 members 
Mstep: Class 12 contains 5881 members 
Mstep: Class 13 contains 86234 members 
Mstep: Class 14 contains 2741 members 
Mstep: Class 15 contains 29503 members 
Mstep: Class 16 contains 8529 members 
Mstep: Class 17 contains 17214 members 
Mstep: Class 18 contains 76288 members 
Mstep: Class 19 contains 11491 members 
Mstep: Class 20 contains 670898 members 
Mstep: Class 21 contains 27998 members 
Mstep: Class 22 contains 8297 members 
Mstep: Class 23 contains 2754 members 
Mstep: Class 24 contains 55720 members 
Mstep: Class 25 contains 17196 members 
Mstep: Class 26 contains 6305 members 
Mstep: Class 27 contains 61773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111934064.000000 Penalty: 95056.843750
Iteration 64Q: 28 clusters Score -1.119341e+08 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 121778 members 
Mstep: Class 2 contains 30873 members 
Mstep: Class 3 contains 1323 members 
Mstep: Class 4 contains 154330 members 
Mstep: Class 5 contains 9425 members 
Mstep: Class 6 contains 14263 members 
Mstep: Class 7 contains 19183 members 
Mstep: Class 8 contains 2451 members 
Mstep: Class 9 contains 2829 members 
Mstep: Class 10 contains 10520 members 
Mstep: Class 11 contains 8112 members 
Mstep: Class 12 contains 5913 members 
Mstep: Class 13 contains 86127 members 
Mstep: Class 14 contains 2730 members 
Mstep: Class 15 contains 29470 members 
Mstep: Class 16 contains 8522 members 
Mstep: Class 17 contains 17210 members 
Mstep: Class 18 contains 76257 members 
Mstep: Class 19 contains 11494 members 
Mstep: Class 20 contains 670181 members 
Mstep: Class 21 contains 27994 members 
Mstep: Class 22 contains 8306 members 
Mstep: Class 23 contains 2752 members 
Mstep: Class 24 contains 55651 members 
Mstep: Class 25 contains 17158 members 
Mstep: Class 26 contains 6345 members 
Mstep: Class 27 contains 61882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111934464.000000 Penalty: 95056.843750
Iteration 65Q: 28 clusters Score -1.119345e+08 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 121901 members 
Mstep: Class 2 contains 31309 members 
Mstep: Class 3 contains 1323 members 
Mstep: Class 4 contains 154292 members 
Mstep: Class 5 contains 9403 members 
Mstep: Class 6 contains 14210 members 
Mstep: Class 7 contains 19603 members 
Mstep: Class 8 contains 2473 members 
Mstep: Class 9 contains 2832 members 
Mstep: Class 10 contains 10522 members 
Mstep: Class 11 contains 8112 members 
Mstep: Class 12 contains 5944 members 
Mstep: Class 13 contains 86009 members 
Mstep: Class 14 contains 2709 members 
Mstep: Class 15 contains 29436 members 
Mstep: Class 16 contains 8526 members 
Mstep: Class 17 contains 17215 members 
Mstep: Class 18 contains 76243 members 
Mstep: Class 19 contains 11502 members 
Mstep: Class 20 contains 669416 members 
Mstep: Class 21 contains 27978 members 
Mstep: Class 22 contains 8304 members 
Mstep: Class 23 contains 2754 members 
Mstep: Class 24 contains 55585 members 
Mstep: Class 25 contains 17111 members 
Mstep: Class 26 contains 6372 members 
Mstep: Class 27 contains 61995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111934456.000000 Penalty: 95056.843750
Iteration 66Q: 28 clusters Score -1.119345e+08 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 121980 members 
Mstep: Class 2 contains 31734 members 
Mstep: Class 3 contains 1321 members 
Mstep: Class 4 contains 154269 members 
Mstep: Class 5 contains 9378 members 
Mstep: Class 6 contains 14160 members 
Mstep: Class 7 contains 20019 members 
Mstep: Class 8 contains 2500 members 
Mstep: Class 9 contains 2838 members 
Mstep: Class 10 contains 10524 members 
Mstep: Class 11 contains 8112 members 
Mstep: Class 12 contains 5972 members 
Mstep: Class 13 contains 85915 members 
Mstep: Class 14 contains 2693 members 
Mstep: Class 15 contains 29400 members 
Mstep: Class 16 contains 8517 members 
Mstep: Class 17 contains 17219 members 
Mstep: Class 18 contains 76224 members 
Mstep: Class 19 contains 11505 members 
Mstep: Class 20 contains 668668 members 
Mstep: Class 21 contains 27958 members 
Mstep: Class 22 contains 8303 members 
Mstep: Class 23 contains 2755 members 
Mstep: Class 24 contains 55519 members 
Mstep: Class 25 contains 17079 members 
Mstep: Class 26 contains 6405 members 
Mstep: Class 27 contains 62112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111934472.000000 Penalty: 95056.843750
Iteration 67Q: 28 clusters Score -1.119345e+08 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 122058 members 
Mstep: Class 2 contains 32201 members 
Mstep: Class 3 contains 1320 members 
Mstep: Class 4 contains 154254 members 
Mstep: Class 5 contains 9334 members 
Mstep: Class 6 contains 14126 members 
Mstep: Class 7 contains 20451 members 
Mstep: Class 8 contains 2522 members 
Mstep: Class 9 contains 2841 members 
Mstep: Class 10 contains 10523 members 
Mstep: Class 11 contains 8111 members 
Mstep: Class 12 contains 6008 members 
Mstep: Class 13 contains 85807 members 
Mstep: Class 14 contains 2685 members 
Mstep: Class 15 contains 29380 members 
Mstep: Class 16 contains 8505 members 
Mstep: Class 17 contains 17230 members 
Mstep: Class 18 contains 76196 members 
Mstep: Class 19 contains 11513 members 
Mstep: Class 20 contains 667861 members 
Mstep: Class 21 contains 27934 members 
Mstep: Class 22 contains 8309 members 
Mstep: Class 23 contains 2758 members 
Mstep: Class 24 contains 55453 members 
Mstep: Class 25 contains 17056 members 
Mstep: Class 26 contains 6413 members 
Mstep: Class 27 contains 62230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111934640.000000 Penalty: 95056.843750
Iteration 68Q: 28 clusters Score -1.119346e+08 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 122105 members 
Mstep: Class 2 contains 32668 members 
Mstep: Class 3 contains 1321 members 
Mstep: Class 4 contains 154228 members 
Mstep: Class 5 contains 9303 members 
Mstep: Class 6 contains 14070 members 
Mstep: Class 7 contains 20895 members 
Mstep: Class 8 contains 2542 members 
Mstep: Class 9 contains 2841 members 
Mstep: Class 10 contains 10526 members 
Mstep: Class 11 contains 8111 members 
Mstep: Class 12 contains 6044 members 
Mstep: Class 13 contains 85709 members 
Mstep: Class 14 contains 2678 members 
Mstep: Class 15 contains 29357 members 
Mstep: Class 16 contains 8488 members 
Mstep: Class 17 contains 17246 members 
Mstep: Class 18 contains 76170 members 
Mstep: Class 19 contains 11518 members 
Mstep: Class 20 contains 667097 members 
Mstep: Class 21 contains 27919 members 
Mstep: Class 22 contains 8309 members 
Mstep: Class 23 contains 2755 members 
Mstep: Class 24 contains 55383 members 
Mstep: Class 25 contains 17034 members 
Mstep: Class 26 contains 6434 members 
Mstep: Class 27 contains 62328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111934664.000000 Penalty: 95056.843750
Iteration 69Q: 28 clusters Score -1.119347e+08 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 122189 members 
Mstep: Class 2 contains 33099 members 
Mstep: Class 3 contains 1323 members 
Mstep: Class 4 contains 154210 members 
Mstep: Class 5 contains 9259 members 
Mstep: Class 6 contains 14007 members 
Mstep: Class 7 contains 21355 members 
Mstep: Class 8 contains 2558 members 
Mstep: Class 9 contains 2841 members 
Mstep: Class 10 contains 10528 members 
Mstep: Class 11 contains 8111 members 
Mstep: Class 12 contains 6076 members 
Mstep: Class 13 contains 85613 members 
Mstep: Class 14 contains 2678 members 
Mstep: Class 15 contains 29335 members 
Mstep: Class 16 contains 8470 members 
Mstep: Class 17 contains 17262 members 
Mstep: Class 18 contains 76164 members 
Mstep: Class 19 contains 11522 members 
Mstep: Class 20 contains 666315 members 
Mstep: Class 21 contains 27896 members 
Mstep: Class 22 contains 8318 members 
Mstep: Class 23 contains 2756 members 
Mstep: Class 24 contains 55331 members 
Mstep: Class 25 contains 17015 members 
Mstep: Class 26 contains 6434 members 
Mstep: Class 27 contains 62414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111934736.000000 Penalty: 95056.843750
Iteration 70Q: 28 clusters Score -1.119347e+08 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 122231 members 
Mstep: Class 2 contains 33536 members 
Mstep: Class 3 contains 1321 members 
Mstep: Class 4 contains 154189 members 
Mstep: Class 5 contains 9219 members 
Mstep: Class 6 contains 13963 members 
Mstep: Class 7 contains 21785 members 
Mstep: Class 8 contains 2586 members 
Mstep: Class 9 contains 2841 members 
Mstep: Class 10 contains 10532 members 
Mstep: Class 11 contains 8113 members 
Mstep: Class 12 contains 6116 members 
Mstep: Class 13 contains 85516 members 
Mstep: Class 14 contains 2661 members 
Mstep: Class 15 contains 29319 members 
Mstep: Class 16 contains 8450 members 
Mstep: Class 17 contains 17279 members 
Mstep: Class 18 contains 76144 members 
Mstep: Class 19 contains 11523 members 
Mstep: Class 20 contains 665541 members 
Mstep: Class 21 contains 27883 members 
Mstep: Class 22 contains 8325 members 
Mstep: Class 23 contains 2753 members 
Mstep: Class 24 contains 55285 members 
Mstep: Class 25 contains 17003 members 
Mstep: Class 26 contains 6435 members 
Mstep: Class 27 contains 62530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111935128.000000 Penalty: 95056.843750
Iteration 71Q: 28 clusters Score -1.119351e+08 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 122225 members 
Mstep: Class 2 contains 33985 members 
Mstep: Class 3 contains 1319 members 
Mstep: Class 4 contains 154170 members 
Mstep: Class 5 contains 9197 members 
Mstep: Class 6 contains 13930 members 
Mstep: Class 7 contains 22212 members 
Mstep: Class 8 contains 2610 members 
Mstep: Class 9 contains 2844 members 
Mstep: Class 10 contains 10535 members 
Mstep: Class 11 contains 8116 members 
Mstep: Class 12 contains 6155 members 
Mstep: Class 13 contains 85417 members 
Mstep: Class 14 contains 2645 members 
Mstep: Class 15 contains 29305 members 
Mstep: Class 16 contains 8440 members 
Mstep: Class 17 contains 17287 members 
Mstep: Class 18 contains 76136 members 
Mstep: Class 19 contains 11522 members 
Mstep: Class 20 contains 664822 members 
Mstep: Class 21 contains 27842 members 
Mstep: Class 22 contains 8324 members 
Mstep: Class 23 contains 2757 members 
Mstep: Class 24 contains 55242 members 
Mstep: Class 25 contains 16980 members 
Mstep: Class 26 contains 6436 members 
Mstep: Class 27 contains 62626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111935120.000000 Penalty: 95056.843750
Iteration 72Q: 28 clusters Score -1.119351e+08 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 122210 members 
Mstep: Class 2 contains 34431 members 
Mstep: Class 3 contains 1315 members 
Mstep: Class 4 contains 154162 members 
Mstep: Class 5 contains 9165 members 
Mstep: Class 6 contains 13896 members 
Mstep: Class 7 contains 22633 members 
Mstep: Class 8 contains 2646 members 
Mstep: Class 9 contains 2844 members 
Mstep: Class 10 contains 10539 members 
Mstep: Class 11 contains 8119 members 
Mstep: Class 12 contains 6192 members 
Mstep: Class 13 contains 85310 members 
Mstep: Class 14 contains 2626 members 
Mstep: Class 15 contains 29288 members 
Mstep: Class 16 contains 8435 members 
Mstep: Class 17 contains 17293 members 
Mstep: Class 18 contains 76121 members 
Mstep: Class 19 contains 11511 members 
Mstep: Class 20 contains 664101 members 
Mstep: Class 21 contains 27826 members 
Mstep: Class 22 contains 8333 members 
Mstep: Class 23 contains 2759 members 
Mstep: Class 24 contains 55203 members 
Mstep: Class 25 contains 16962 members 
Mstep: Class 26 contains 6446 members 
Mstep: Class 27 contains 62713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111935616.000000 Penalty: 95056.843750
Iteration 73Q: 28 clusters Score -1.119356e+08 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 122242 members 
Mstep: Class 2 contains 34845 members 
Mstep: Class 3 contains 1312 members 
Mstep: Class 4 contains 154129 members 
Mstep: Class 5 contains 9131 members 
Mstep: Class 6 contains 13870 members 
Mstep: Class 7 contains 23052 members 
Mstep: Class 8 contains 2683 members 
Mstep: Class 9 contains 2844 members 
Mstep: Class 10 contains 10543 members 
Mstep: Class 11 contains 8121 members 
Mstep: Class 12 contains 6236 members 
Mstep: Class 13 contains 85196 members 
Mstep: Class 14 contains 2603 members 
Mstep: Class 15 contains 29278 members 
Mstep: Class 16 contains 8423 members 
Mstep: Class 17 contains 17304 members 
Mstep: Class 18 contains 76108 members 
Mstep: Class 19 contains 11500 members 
Mstep: Class 20 contains 663368 members 
Mstep: Class 21 contains 27816 members 
Mstep: Class 22 contains 8345 members 
Mstep: Class 23 contains 2762 members 
Mstep: Class 24 contains 55143 members 
Mstep: Class 25 contains 16947 members 
Mstep: Class 26 contains 6450 members 
Mstep: Class 27 contains 62828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111935696.000000 Penalty: 95056.843750
Iteration 74Q: 28 clusters Score -1.119357e+08 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 122231 members 
Mstep: Class 2 contains 35300 members 
Mstep: Class 3 contains 1312 members 
Mstep: Class 4 contains 154117 members 
Mstep: Class 5 contains 9080 members 
Mstep: Class 6 contains 13834 members 
Mstep: Class 7 contains 23460 members 
Mstep: Class 8 contains 2710 members 
Mstep: Class 9 contains 2844 members 
Mstep: Class 10 contains 10550 members 
Mstep: Class 11 contains 8123 members 
Mstep: Class 12 contains 6294 members 
Mstep: Class 13 contains 85091 members 
Mstep: Class 14 contains 2589 members 
Mstep: Class 15 contains 29278 members 
Mstep: Class 16 contains 8421 members 
Mstep: Class 17 contains 17314 members 
Mstep: Class 18 contains 76088 members 
Mstep: Class 19 contains 11499 members 
Mstep: Class 20 contains 662588 members 
Mstep: Class 21 contains 27786 members 
Mstep: Class 22 contains 8363 members 
Mstep: Class 23 contains 2763 members 
Mstep: Class 24 contains 55098 members 
Mstep: Class 25 contains 16954 members 
Mstep: Class 26 contains 6449 members 
Mstep: Class 27 contains 62943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111936328.000000 Penalty: 95056.843750
Iteration 75Q: 28 clusters Score -1.119363e+08 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 122229 members 
Mstep: Class 2 contains 35749 members 
Mstep: Class 3 contains 1314 members 
Mstep: Class 4 contains 154113 members 
Mstep: Class 5 contains 9052 members 
Mstep: Class 6 contains 13799 members 
Mstep: Class 7 contains 23832 members 
Mstep: Class 8 contains 2732 members 
Mstep: Class 9 contains 2846 members 
Mstep: Class 10 contains 10555 members 
Mstep: Class 11 contains 8126 members 
Mstep: Class 12 contains 6361 members 
Mstep: Class 13 contains 85004 members 
Mstep: Class 14 contains 2581 members 
Mstep: Class 15 contains 29269 members 
Mstep: Class 16 contains 8423 members 
Mstep: Class 17 contains 17327 members 
Mstep: Class 18 contains 76070 members 
Mstep: Class 19 contains 11496 members 
Mstep: Class 20 contains 661863 members 
Mstep: Class 21 contains 27736 members 
Mstep: Class 22 contains 8370 members 
Mstep: Class 23 contains 2760 members 
Mstep: Class 24 contains 55043 members 
Mstep: Class 25 contains 16961 members 
Mstep: Class 26 contains 6447 members 
Mstep: Class 27 contains 63022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111936224.000000 Penalty: 95056.843750
Iteration 76Q: 28 clusters Score -1.119362e+08 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 122243 members 
Mstep: Class 2 contains 36203 members 
Mstep: Class 3 contains 1311 members 
Mstep: Class 4 contains 154102 members 
Mstep: Class 5 contains 9027 members 
Mstep: Class 6 contains 13770 members 
Mstep: Class 7 contains 24187 members 
Mstep: Class 8 contains 2763 members 
Mstep: Class 9 contains 2847 members 
Mstep: Class 10 contains 10558 members 
Mstep: Class 11 contains 8131 members 
Mstep: Class 12 contains 6415 members 
Mstep: Class 13 contains 84896 members 
Mstep: Class 14 contains 2571 members 
Mstep: Class 15 contains 29266 members 
Mstep: Class 16 contains 8413 members 
Mstep: Class 17 contains 17341 members 
Mstep: Class 18 contains 76055 members 
Mstep: Class 19 contains 11493 members 
Mstep: Class 20 contains 661179 members 
Mstep: Class 21 contains 27668 members 
Mstep: Class 22 contains 8377 members 
Mstep: Class 23 contains 2769 members 
Mstep: Class 24 contains 54981 members 
Mstep: Class 25 contains 16970 members 
Mstep: Class 26 contains 6448 members 
Mstep: Class 27 contains 63096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111936224.000000 Penalty: 95056.843750
Iteration 77Q: 28 clusters Score -1.119362e+08 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 122280 members 
Mstep: Class 2 contains 36636 members 
Mstep: Class 3 contains 1308 members 
Mstep: Class 4 contains 154105 members 
Mstep: Class 5 contains 9005 members 
Mstep: Class 6 contains 13736 members 
Mstep: Class 7 contains 24482 members 
Mstep: Class 8 contains 2784 members 
Mstep: Class 9 contains 2850 members 
Mstep: Class 10 contains 10560 members 
Mstep: Class 11 contains 8132 members 
Mstep: Class 12 contains 6473 members 
Mstep: Class 13 contains 84789 members 
Mstep: Class 14 contains 2564 members 
Mstep: Class 15 contains 29261 members 
Mstep: Class 16 contains 8410 members 
Mstep: Class 17 contains 17359 members 
Mstep: Class 18 contains 76045 members 
Mstep: Class 19 contains 11492 members 
Mstep: Class 20 contains 660507 members 
Mstep: Class 21 contains 27613 members 
Mstep: Class 22 contains 8379 members 
Mstep: Class 23 contains 2774 members 
Mstep: Class 24 contains 54917 members 
Mstep: Class 25 contains 16979 members 
Mstep: Class 26 contains 6456 members 
Mstep: Class 27 contains 63184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111936544.000000 Penalty: 95056.843750
Iteration 78Q: 28 clusters Score -1.119365e+08 nChanged 2164
Entering ConstructFrom: 
Score: -111936544.000000 Penalty: 95056.843750
Entering ConstructFrom: 
Trying to split cluster 1 (122338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122338 members 
Entering Unmasked Estep 
Score: -9744564.000000 Penalty: 2905.206787
	Iteration 0F: 2 clusters Score -9744564 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61218 members 
Mstep: Class 2 contains 61120 members 
Entering Unmasked Estep 
Score: -9662927.000000 Penalty: 5810.413574
	Iteration 0F: 3 clusters Score -9662927 nChanged 57932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61784 members 
Mstep: Class 2 contains 60554 members 
Entering Unmasked Estep 
Score: -9696635.000000 Penalty: 5810.413574
	Iteration 1F: 3 clusters Score -9696635 nChanged 4296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62192 members 
Mstep: Class 2 contains 60146 members 
Entering Unmasked Estep 
Score: -9697810.000000 Penalty: 5810.413574
	Iteration 2Q: 3 clusters Score -9697810 nChanged 4450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62762 members 
Mstep: Class 2 contains 59576 members 
Entering Unmasked Estep 
Score: -9699198.000000 Penalty: 5810.413574
	Iteration 3Q: 3 clusters Score -9699198 nChanged 4903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63539 members 
Mstep: Class 2 contains 58799 members 
Entering Unmasked Estep 
Score: -9701097.000000 Penalty: 5810.413574
	Iteration 4Q: 3 clusters Score -9701097 nChanged 5396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64649 members 
Mstep: Class 2 contains 57689 members 
Entering Unmasked Estep 
Score: -9703234.000000 Penalty: 5810.413574
	Iteration 5Q: 3 clusters Score -9703234 nChanged 5948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66023 members 
Mstep: Class 2 contains 56315 members 
Entering Unmasked Estep 
Score: -9705909.000000 Penalty: 5810.413574
	Iteration 6Q: 3 clusters Score -9705909 nChanged 6440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67501 members 
Mstep: Class 2 contains 54837 members 
Entering Unmasked Estep 
Score: -9709648.000000 Penalty: 5810.413574
	Iteration 7F: 3 clusters Score -9709648 nChanged 6958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68927 members 
Mstep: Class 2 contains 53411 members 
Entering Unmasked Estep 
Score: -9714070.000000 Penalty: 5810.413574
	Iteration 8F: 3 clusters Score -9714070 nChanged 6905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70188 members 
Mstep: Class 2 contains 52150 members 
Entering Unmasked Estep 
Score: -9718471.000000 Penalty: 5810.413574
	Iteration 9F: 3 clusters Score -9718471 nChanged 5827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71127 members 
Mstep: Class 2 contains 51211 members 
Entering Unmasked Estep 
Score: -9721296.000000 Penalty: 5810.413574
	Iteration 10Q: 3 clusters Score -9721296 nChanged 4061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71932 members 
Mstep: Class 2 contains 50406 members 
Entering Unmasked Estep 
Score: -9722441.000000 Penalty: 5810.413574
	Iteration 11Q: 3 clusters Score -9722441 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72710 members 
Mstep: Class 2 contains 49628 members 
Entering Unmasked Estep 
Score: -9722915.000000 Penalty: 5810.413574
	Iteration 12Q: 3 clusters Score -9722915 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73523 members 
Mstep: Class 2 contains 48815 members 
Entering Unmasked Estep 
Score: -9723205.000000 Penalty: 5810.413574
	Iteration 13Q: 3 clusters Score -9723205 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74406 members 
Mstep: Class 2 contains 47932 members 
Entering Unmasked Estep 
Score: -9723349.000000 Penalty: 5810.413574
	Iteration 14Q: 3 clusters Score -9723349 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75317 members 
Mstep: Class 2 contains 47021 members 
Entering Unmasked Estep 
Score: -9723585.000000 Penalty: 5810.413574
	Iteration 15Q: 3 clusters Score -9723585 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76264 members 
Mstep: Class 2 contains 46074 members 
Entering Unmasked Estep 
Score: -9723833.000000 Penalty: 5810.413574
	Iteration 16Q: 3 clusters Score -9723833 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77280 members 
Mstep: Class 2 contains 45058 members 
Entering Unmasked Estep 
Score: -9723961.000000 Penalty: 5810.413574
	Iteration 17Q: 3 clusters Score -9723961 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78351 members 
Mstep: Class 2 contains 43987 members 
Entering Unmasked Estep 
Score: -9724209.000000 Penalty: 5810.413574
	Iteration 18Q: 3 clusters Score -9724209 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79495 members 
Mstep: Class 2 contains 42843 members 
Entering Unmasked Estep 
Score: -9724456.000000 Penalty: 5810.413574
	Iteration 19Q: 3 clusters Score -9724456 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80726 members 
Mstep: Class 2 contains 41612 members 
Entering Unmasked Estep 
Score: -9724688.000000 Penalty: 5810.413574
	Iteration 20F: 3 clusters Score -9724688 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82022 members 
Mstep: Class 2 contains 40316 members 
Entering Unmasked Estep 
Score: -9724890.000000 Penalty: 5810.413574
	Iteration 21Q: 3 clusters Score -9724890 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83406 members 
Mstep: Class 2 contains 38932 members 
Entering Unmasked Estep 
Score: -9725281.000000 Penalty: 5810.413574
	Iteration 22Q: 3 clusters Score -9725281 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84895 members 
Mstep: Class 2 contains 37443 members 
Entering Unmasked Estep 
Score: -9725663.000000 Penalty: 5810.413574
	Iteration 23Q: 3 clusters Score -9725663 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86452 members 
Mstep: Class 2 contains 35886 members 
Entering Unmasked Estep 
Score: -9726061.000000 Penalty: 5810.413574
	Iteration 24Q: 3 clusters Score -9726061 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88069 members 
Mstep: Class 2 contains 34269 members 
Entering Unmasked Estep 
Score: -9726483.000000 Penalty: 5810.413574
	Iteration 25Q: 3 clusters Score -9726483 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89821 members 
Mstep: Class 2 contains 32517 members 
Entering Unmasked Estep 
Score: -9727047.000000 Penalty: 5810.413574
	Iteration 26Q: 3 clusters Score -9727047 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91694 members 
Mstep: Class 2 contains 30644 members 
Entering Unmasked Estep 
Score: -9727611.000000 Penalty: 5810.413574
	Iteration 27Q: 3 clusters Score -9727611 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93698 members 
Mstep: Class 2 contains 28640 members 
Entering Unmasked Estep 
Score: -9728398.000000 Penalty: 5810.413574
	Iteration 28Q: 3 clusters Score -9728398 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95817 members 
Mstep: Class 2 contains 26521 members 
Entering Unmasked Estep 
Score: -9729283.000000 Penalty: 5810.413574
	Iteration 29Q: 3 clusters Score -9729283 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98023 members 
Mstep: Class 2 contains 24315 members 
Entering Unmasked Estep 
Score: -9730204.000000 Penalty: 5810.413574
	Iteration 30Q: 3 clusters Score -9730204 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100297 members 
Mstep: Class 2 contains 22041 members 
Entering Unmasked Estep 
Score: -9731360.000000 Penalty: 5810.413574
	Iteration 31Q: 3 clusters Score -9731360 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102563 members 
Mstep: Class 2 contains 19775 members 
Entering Unmasked Estep 
Score: -9732410.000000 Penalty: 5810.413574
	Iteration 32Q: 3 clusters Score -9732410 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104801 members 
Mstep: Class 2 contains 17537 members 
Entering Unmasked Estep 
Score: -9733488.000000 Penalty: 5810.413574
	Iteration 33Q: 3 clusters Score -9733488 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107001 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -9734580.000000 Penalty: 5810.413574
	Iteration 34Q: 3 clusters Score -9734580 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109087 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -9735654.000000 Penalty: 5810.413574
	Iteration 35Q: 3 clusters Score -9735654 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111054 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -9736683.000000 Penalty: 5810.413574
	Iteration 36Q: 3 clusters Score -9736683 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112875 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -9737641.000000 Penalty: 5810.413574
	Iteration 37Q: 3 clusters Score -9737641 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114474 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -9738544.000000 Penalty: 5810.413574
	Iteration 38Q: 3 clusters Score -9738544 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115876 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -9739330.000000 Penalty: 5810.413574
	Iteration 39Q: 3 clusters Score -9739330 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117103 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -9739965.000000 Penalty: 5810.413574
	Iteration 40F: 3 clusters Score -9739965 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118163 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -9740692.000000 Penalty: 5810.413574
	Iteration 41Q: 3 clusters Score -9740692 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118948 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -9741250.000000 Penalty: 5810.413574
	Iteration 42Q: 3 clusters Score -9741250 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119498 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -9741645.000000 Penalty: 5810.413574
	Iteration 43Q: 3 clusters Score -9741645 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119882 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -9741890.000000 Penalty: 5810.413574
	Iteration 44Q: 3 clusters Score -9741890 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120136 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -9742054.000000 Penalty: 5810.413574
	Iteration 45Q: 3 clusters Score -9742054 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120344 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -9742173.000000 Penalty: 5810.413574
	Iteration 46Q: 3 clusters Score -9742173 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120483 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -9742261.000000 Penalty: 5810.413574
	Iteration 47Q: 3 clusters Score -9742261 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120591 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -9742355.000000 Penalty: 5810.413574
	Iteration 48Q: 3 clusters Score -9742355 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120684 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -9742439.000000 Penalty: 5810.413574
	Iteration 49Q: 3 clusters Score -9742439 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120744 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -9742483.000000 Penalty: 5810.413574
	Iteration 50Q: 3 clusters Score -9742483 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120786 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -9742505.000000 Penalty: 5810.413574
	Iteration 51Q: 3 clusters Score -9742505 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120819 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -9742534.000000 Penalty: 5810.413574
	Iteration 52Q: 3 clusters Score -9742534 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120840 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -9742548.000000 Penalty: 5810.413574
	Iteration 53Q: 3 clusters Score -9742548 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120864 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -9742548.000000 Penalty: 5810.413574
	Iteration 54Q: 3 clusters Score -9742548 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120891 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -9742562.000000 Penalty: 5810.413574
	Iteration 55Q: 3 clusters Score -9742562 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120914 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -9742578.000000 Penalty: 5810.413574
	Iteration 56Q: 3 clusters Score -9742578 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120927 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -9742604.000000 Penalty: 5810.413574
	Iteration 57Q: 3 clusters Score -9742604 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120932 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -9742603.000000 Penalty: 5810.413574
	Iteration 58Q: 3 clusters Score -9742603 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120941 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -9742602.000000 Penalty: 5810.413574
	Iteration 59Q: 3 clusters Score -9742602 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120948 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -9742606.000000 Penalty: 5810.413574
	Iteration 60F: 3 clusters Score -9742606 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120948 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -9742617.000000 Penalty: 5810.413574
	Iteration 61Q: 3 clusters Score -9742617 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120951 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -9742617.000000 Penalty: 5810.413574
	Iteration 62Q: 3 clusters Score -9742617 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120961 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -9742637.000000 Penalty: 5810.413574
	Iteration 63Q: 3 clusters Score -9742637 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120962 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -9742639.000000 Penalty: 5810.413574
	Iteration 64Q: 3 clusters Score -9742639 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120964 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -9742638.000000 Penalty: 5810.413574
	Iteration 65Q: 3 clusters Score -9742638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120967 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -9742643.000000 Penalty: 5810.413574
	Iteration 66Q: 3 clusters Score -9742643 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120963 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -9742644.000000 Penalty: 5810.413574
	Iteration 67Q: 3 clusters Score -9742644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120964 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -9742641.000000 Penalty: 5810.413574
	Iteration 68Q: 3 clusters Score -9742641 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120966 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -9742639.000000 Penalty: 5810.413574
	Iteration 69Q: 3 clusters Score -9742639 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120967 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -9742639.000000 Penalty: 5810.413574
	Iteration 70Q: 3 clusters Score -9742639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120969 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -9742649.000000 Penalty: 5810.413574
	Iteration 71Q: 3 clusters Score -9742649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120971 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -9742641.000000 Penalty: 5810.413574
	Iteration 72Q: 3 clusters Score -9742641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120973 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -9742637.000000 Penalty: 5810.413574
	Iteration 73Q: 3 clusters Score -9742637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120974 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -9742639.000000 Penalty: 5810.413574
	Iteration 74Q: 3 clusters Score -9742639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120973 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -9742637.000000 Penalty: 5810.413574
	Iteration 75Q: 3 clusters Score -9742637 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120973 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -9742637.000000 Penalty: 5810.413574
	Iteration 76F: 3 clusters Score -9742637 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (37026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37026 members 
Entering Unmasked Estep 
Score: -2901176.500000 Penalty: 2608.805176
	Iteration 0F: 2 clusters Score -2901176 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18543 members 
Mstep: Class 2 contains 18483 members 
Entering Unmasked Estep 
Score: -2875928.500000 Penalty: 5217.610352
	Iteration 0F: 3 clusters Score -2875928 nChanged 16955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18960 members 
Mstep: Class 2 contains 18066 members 
Entering Unmasked Estep 
Score: -2885497.750000 Penalty: 5217.610352
	Iteration 1F: 3 clusters Score -2885498 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19085 members 
Mstep: Class 2 contains 17941 members 
Entering Unmasked Estep 
Score: -2886116.500000 Penalty: 5217.610352
	Iteration 2Q: 3 clusters Score -2886116 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19238 members 
Mstep: Class 2 contains 17788 members 
Entering Unmasked Estep 
Score: -2886658.500000 Penalty: 5217.610352
	Iteration 3Q: 3 clusters Score -2886658 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19411 members 
Mstep: Class 2 contains 17615 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -2887224 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19621 members 
Mstep: Class 2 contains 17405 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -2887888 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19820 members 
Mstep: Class 2 contains 17206 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -2888866 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19969 members 
Mstep: Class 2 contains 17057 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -2890287 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20204 members 
Mstep: Class 2 contains 16822 members 
Entering Unmasked Estep 
Score: -2892043.500000 Penalty: 5217.610352
	Iteration 8F: 3 clusters Score -2892044 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20476 members 
Mstep: Class 2 contains 16550 members 
Entering Unmasked Estep 
Score: -2893640.750000 Penalty: 5217.610352
	Iteration 9F: 3 clusters Score -2893641 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20652 members 
Mstep: Class 2 contains 16374 members 
Entering Unmasked Estep 
Score: -2894944.250000 Penalty: 5217.610352
	Iteration 10F: 3 clusters Score -2894944 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20718 members 
Mstep: Class 2 contains 16308 members 
Entering Unmasked Estep 
Score: -2896023.250000 Penalty: 5217.610352
	Iteration 11F: 3 clusters Score -2896023 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20701 members 
Mstep: Class 2 contains 16325 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -2896764 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20683 members 
Mstep: Class 2 contains 16343 members 
Entering Unmasked Estep 
Score: -2897211.500000 Penalty: 5217.610352
	Iteration 13Q: 3 clusters Score -2897212 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20678 members 
Mstep: Class 2 contains 16348 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -2897459 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20698 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -2897632 nChanged 511
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20779 members 
Mstep: Class 2 contains 16247 members 
Entering Unmasked Estep 
Score: -2897754.250000 Penalty: 5217.610352
	Iteration 16Q: 3 clusters Score -2897754 nChanged 408
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Mstep: Class 1 contains 20879 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -2897841 nChanged 316
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Mstep: Class 1 contains 21001 members 
Mstep: Class 2 contains 16025 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -2897900 nChanged 291
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21128 members 
Mstep: Class 2 contains 15898 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -2897950 nChanged 250
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21280 members 
Mstep: Class 2 contains 15746 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -2897992 nChanged 218
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21430 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -2898011 nChanged 202
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Mstep: Class 1 contains 21580 members 
Mstep: Class 2 contains 15446 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -2898048 nChanged 219
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Mstep: Class 1 contains 21765 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -2898073 nChanged 208
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Mstep: Class 1 contains 21943 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -2898115.500000 Penalty: 5217.610352
	Iteration 24Q: 3 clusters Score -2898116 nChanged 211
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22142 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -2898151.500000 Penalty: 5217.610352
	Iteration 25Q: 3 clusters Score -2898152 nChanged 219
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22347 members 
Mstep: Class 2 contains 14679 members 
Entering Unmasked Estep 
Score: -2898175.750000 Penalty: 5217.610352
	Iteration 26Q: 3 clusters Score -2898176 nChanged 216
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Mstep: Class 1 contains 22553 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -2898206.000000 Penalty: 5217.610352
	Iteration 27Q: 3 clusters Score -2898206 nChanged 224
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Mstep: Class 1 contains 22769 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -2898243 nChanged 240
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22987 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -2898276 nChanged 251
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23222 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -2898334 nChanged 277
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Mstep: Class 1 contains 23489 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -2898412 nChanged 301
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Mstep: Class 1 contains 23768 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -2898449 nChanged 299
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24049 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -2898502.250000 Penalty: 5217.610352
	Iteration 33Q: 3 clusters Score -2898502 nChanged 285
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Mstep: Class 1 contains 24318 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -2898560 nChanged 284
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Mstep: Class 1 contains 24588 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2898600 nChanged 314
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Mstep: Class 1 contains 24896 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -2898697 nChanged 357
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Mstep: Class 1 contains 25239 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2898795 nChanged 368
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Mstep: Class 1 contains 25589 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2898859 nChanged 345
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Mstep: Class 1 contains 25914 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2898936 nChanged 344
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Mstep: Class 1 contains 26240 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -2899031.250000 Penalty: 5217.610352
	Iteration 40F: 3 clusters Score -2899031 nChanged 356
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26568 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -2899131.250000 Penalty: 5217.610352
	Iteration 41Q: 3 clusters Score -2899131 nChanged 340
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Mstep: Class 1 contains 26882 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2899210 nChanged 331
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27191 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -2899294.750000 Penalty: 5217.610352
	Iteration 43Q: 3 clusters Score -2899295 nChanged 303
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27476 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2899353 nChanged 282
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Mstep: Class 1 contains 27748 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -2899413.750000 Penalty: 5217.610352
	Iteration 45Q: 3 clusters Score -2899414 nChanged 244
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Mstep: Class 1 contains 27982 members 
Mstep: Class 2 contains 9044 members 
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	Iteration 46Q: 3 clusters Score -2899449 nChanged 199
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28173 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2899490 nChanged 196
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Mstep: Class 1 contains 28359 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2899521 nChanged 168
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Mstep: Class 1 contains 28525 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2899539 nChanged 143
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28664 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -2899558.250000 Penalty: 5217.610352
	Iteration 50Q: 3 clusters Score -2899558 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28794 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2899568 nChanged 124
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Mstep: Class 1 contains 28914 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2899601 nChanged 119
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Mstep: Class 1 contains 29029 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2899612 nChanged 127
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Mstep: Class 1 contains 29154 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2899628 nChanged 130
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Mstep: Class 1 contains 29280 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2899648 nChanged 116
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Mstep: Class 1 contains 29394 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2899659 nChanged 114
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Mstep: Class 1 contains 29504 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2899686 nChanged 86
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Mstep: Class 1 contains 29588 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2899688 nChanged 104
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Mstep: Class 1 contains 29684 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2899706 nChanged 103
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Mstep: Class 1 contains 29783 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -2899727.000000 Penalty: 5217.610352
	Iteration 60F: 3 clusters Score -2899727 nChanged 91
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29874 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -2899732.500000 Penalty: 5217.610352
	Iteration 61Q: 3 clusters Score -2899732 nChanged 77
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Mstep: Class 1 contains 29947 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2899736 nChanged 71
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Mstep: Class 1 contains 30018 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -2899740.750000 Penalty: 5217.610352
	Iteration 63Q: 3 clusters Score -2899741 nChanged 69
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Mstep: Class 1 contains 30087 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -2899753.750000 Penalty: 5217.610352
	Iteration 64Q: 3 clusters Score -2899754 nChanged 64
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Mstep: Class 1 contains 30149 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2899759 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30217 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2899766 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30278 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2899766 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30321 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2899776 nChanged 37
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Mstep: Class 1 contains 30356 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2899770 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30388 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2899776 nChanged 33
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Mstep: Class 1 contains 30421 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2899780 nChanged 43
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Mstep: Class 1 contains 30464 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2899780 nChanged 49
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Mstep: Class 1 contains 30513 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2899786 nChanged 48
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Mstep: Class 1 contains 30561 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2899791 nChanged 40
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Mstep: Class 1 contains 30599 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2899792 nChanged 36
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Mstep: Class 1 contains 30635 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2899807 nChanged 35
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Mstep: Class 1 contains 30670 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -2899816.750000 Penalty: 5217.610352
	Iteration 77Q: 3 clusters Score -2899817 nChanged 29
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Mstep: Class 1 contains 30699 members 
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Entering Unmasked Estep 
Score: -2899825.250000 Penalty: 5217.610352
	Iteration 78Q: 3 clusters Score -2899825 nChanged 38
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Mstep: Class 1 contains 30737 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2899827 nChanged 34
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Mstep: Class 1 contains 30771 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -2899830.500000 Penalty: 5217.610352
	Iteration 80F: 3 clusters Score -2899830 nChanged 31
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Mstep: Class 1 contains 30800 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -2899822.250000 Penalty: 5217.610352
	Iteration 81Q: 3 clusters Score -2899822 nChanged 25
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Mstep: Class 1 contains 30825 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2899831 nChanged 31
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Mstep: Class 1 contains 30856 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -2899834.250000 Penalty: 5217.610352
	Iteration 83Q: 3 clusters Score -2899834 nChanged 28
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Mstep: Class 1 contains 30884 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -2899841.750000 Penalty: 5217.610352
	Iteration 84Q: 3 clusters Score -2899842 nChanged 28
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Mstep: Class 1 contains 30912 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -2899844.250000 Penalty: 5217.610352
	Iteration 85Q: 3 clusters Score -2899844 nChanged 24
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Mstep: Class 1 contains 30936 members 
Mstep: Class 2 contains 6090 members 
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	Iteration 86Q: 3 clusters Score -2899846 nChanged 24
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Mstep: Class 1 contains 30960 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2899855 nChanged 22
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2899852 nChanged 27
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Mstep: Class 1 contains 31009 members 
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	Iteration 89Q: 3 clusters Score -2899857 nChanged 22
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Mstep: Class 1 contains 31031 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2899858 nChanged 17
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Mstep: Class 1 contains 31048 members 
Mstep: Class 2 contains 5978 members 
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	Iteration 91Q: 3 clusters Score -2899862 nChanged 22
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Mstep: Class 1 contains 31068 members 
Mstep: Class 2 contains 5958 members 
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	Iteration 92Q: 3 clusters Score -2899865 nChanged 23
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Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2899875 nChanged 27
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Mstep: Class 1 contains 31118 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2899874 nChanged 23
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Mstep: Class 1 contains 31141 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2899870 nChanged 14
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Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2899871 nChanged 20
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Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -2899875.500000 Penalty: 5217.610352
	Iteration 97Q: 3 clusters Score -2899876 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31190 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -2899879.750000 Penalty: 5217.610352
	Iteration 98Q: 3 clusters Score -2899880 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31203 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -2899876.000000 Penalty: 5217.610352
	Iteration 99Q: 3 clusters Score -2899876 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31217 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -2899880.000000 Penalty: 5217.610352
	Iteration 100F: 3 clusters Score -2899880 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31233 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -2899887.250000 Penalty: 5217.610352
	Iteration 101Q: 3 clusters Score -2899887 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31247 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -2899880.750000 Penalty: 5217.610352
	Iteration 102Q: 3 clusters Score -2899881 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31266 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -2899882.750000 Penalty: 5217.610352
	Iteration 103Q: 3 clusters Score -2899883 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31286 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -2899885.250000 Penalty: 5217.610352
	Iteration 104Q: 3 clusters Score -2899885 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31309 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -2899887.750000 Penalty: 5217.610352
	Iteration 105Q: 3 clusters Score -2899888 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31328 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -2899891.000000 Penalty: 5217.610352
	Iteration 106Q: 3 clusters Score -2899891 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31348 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -2899890.500000 Penalty: 5217.610352
	Iteration 107Q: 3 clusters Score -2899890 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31370 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -2899892.000000 Penalty: 5217.610352
	Iteration 108Q: 3 clusters Score -2899892 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31388 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -2899887.750000 Penalty: 5217.610352
	Iteration 109Q: 3 clusters Score -2899888 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31406 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -2899893.750000 Penalty: 5217.610352
	Iteration 110Q: 3 clusters Score -2899894 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31428 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -2899896.500000 Penalty: 5217.610352
	Iteration 111Q: 3 clusters Score -2899896 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31446 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -2899900.250000 Penalty: 5217.610352
	Iteration 112Q: 3 clusters Score -2899900 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31463 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -2899899.500000 Penalty: 5217.610352
	Iteration 113Q: 3 clusters Score -2899900 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31477 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -2899894.750000 Penalty: 5217.610352
	Iteration 114Q: 3 clusters Score -2899895 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31490 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -2899896.500000 Penalty: 5217.610352
	Iteration 115Q: 3 clusters Score -2899896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31497 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -2899894.000000 Penalty: 5217.610352
	Iteration 116Q: 3 clusters Score -2899894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31505 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -2899893.000000 Penalty: 5217.610352
	Iteration 117Q: 3 clusters Score -2899893 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31513 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -2899892.750000 Penalty: 5217.610352
	Iteration 118Q: 3 clusters Score -2899893 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31518 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -2899896.500000 Penalty: 5217.610352
	Iteration 119Q: 3 clusters Score -2899896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31520 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -2899898.250000 Penalty: 5217.610352
	Iteration 120F: 3 clusters Score -2899898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31522 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -2899900.250000 Penalty: 5217.610352
	Iteration 121Q: 3 clusters Score -2899900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31524 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -2899898.250000 Penalty: 5217.610352
	Iteration 122Q: 3 clusters Score -2899898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31526 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -2899898.000000 Penalty: 5217.610352
	Iteration 123Q: 3 clusters Score -2899898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31530 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -2899899.000000 Penalty: 5217.610352
	Iteration 124Q: 3 clusters Score -2899899 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31536 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -2899906.000000 Penalty: 5217.610352
	Iteration 125Q: 3 clusters Score -2899906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31537 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -2899900.250000 Penalty: 5217.610352
	Iteration 126Q: 3 clusters Score -2899900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31541 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -2899906.250000 Penalty: 5217.610352
	Iteration 127Q: 3 clusters Score -2899906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31542 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -2899903.250000 Penalty: 5217.610352
	Iteration 128Q: 3 clusters Score -2899903 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31543 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -2899901.500000 Penalty: 5217.610352
	Iteration 129Q: 3 clusters Score -2899902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31544 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -2899899.250000 Penalty: 5217.610352
	Iteration 130Q: 3 clusters Score -2899899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31545 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -2899899.000000 Penalty: 5217.610352
	Iteration 131Q: 3 clusters Score -2899899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31546 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -2899902.000000 Penalty: 5217.610352
	Iteration 132Q: 3 clusters Score -2899902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31546 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -2899902.000000 Penalty: 5217.610352
	Iteration 133F: 3 clusters Score -2899902 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Entering Unmasked Estep 
Score: -88991.445312 Penalty: 1779.711182
	Iteration 0F: 2 clusters Score -88991.45 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 647 members 
Entering Unmasked Estep 
Score: -86810.250000 Penalty: 3559.422363
	Iteration 0F: 3 clusters Score -86810.25 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -87175.257812 Penalty: 3559.422363
	Iteration 1F: 3 clusters Score -87175.26 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -87288.476562 Penalty: 3559.422363
	Iteration 2F: 3 clusters Score -87288.48 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -87362.023438 Penalty: 3559.422363
	Iteration 3Q: 3 clusters Score -87362.02 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -87406.812500 Penalty: 3559.422363
	Iteration 4Q: 3 clusters Score -87406.81 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -87425.257812 Penalty: 3559.422363
	Iteration 5Q: 3 clusters Score -87425.26 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -87439.367188 Penalty: 3559.422363
	Iteration 6Q: 3 clusters Score -87439.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -87446.367188 Penalty: 3559.422363
	Iteration 7Q: 3 clusters Score -87446.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -87453.468750 Penalty: 3559.422363
	Iteration 8Q: 3 clusters Score -87453.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -87464.890625 Penalty: 3559.422363
	Iteration 9Q: 3 clusters Score -87464.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -87467.664062 Penalty: 3559.422363
	Iteration 10Q: 3 clusters Score -87467.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -87469.882812 Penalty: 3559.422363
	Iteration 11Q: 3 clusters Score -87469.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -87474.601562 Penalty: 3559.422363
	Iteration 12Q: 3 clusters Score -87474.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -87481.179688 Penalty: 3559.422363
	Iteration 13Q: 3 clusters Score -87481.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -87487.460938 Penalty: 3559.422363
	Iteration 14Q: 3 clusters Score -87487.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -87490.945312 Penalty: 3559.422363
	Iteration 15Q: 3 clusters Score -87490.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -87492.742188 Penalty: 3559.422363
	Iteration 16Q: 3 clusters Score -87492.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -87493.078125 Penalty: 3559.422363
	Iteration 17Q: 3 clusters Score -87493.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -87494.406250 Penalty: 3559.422363
	Iteration 18Q: 3 clusters Score -87494.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -87495.531250 Penalty: 3559.422363
	Iteration 19Q: 3 clusters Score -87495.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -87496.671875 Penalty: 3559.422363
	Iteration 20F: 3 clusters Score -87496.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -87497.687500 Penalty: 3559.422363
	Iteration 21Q: 3 clusters Score -87497.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -87500.804688 Penalty: 3559.422363
	Iteration 22Q: 3 clusters Score -87500.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -87502.476562 Penalty: 3559.422363
	Iteration 23Q: 3 clusters Score -87502.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -87502.476562 Penalty: 3559.422363
	Iteration 24F: 3 clusters Score -87502.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (154101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154101 members 
Entering Unmasked Estep 
Score: -12336466.000000 Penalty: 2962.449951
	Iteration 0F: 2 clusters Score -1.233647e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76937 members 
Mstep: Class 2 contains 77164 members 
Entering Unmasked Estep 
Score: -12233149.000000 Penalty: 5924.899902
	Iteration 0F: 3 clusters Score -1.223315e+07 nChanged 73813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73548 members 
Mstep: Class 2 contains 80553 members 
Entering Unmasked Estep 
Score: -12276325.000000 Penalty: 5924.899902
	Iteration 1F: 3 clusters Score -1.227632e+07 nChanged 5824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70814 members 
Mstep: Class 2 contains 83287 members 
Entering Unmasked Estep 
Score: -12278406.000000 Penalty: 5924.899902
	Iteration 2Q: 3 clusters Score -1.227841e+07 nChanged 7551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66391 members 
Mstep: Class 2 contains 87710 members 
Entering Unmasked Estep 
Score: -12282119.000000 Penalty: 5924.899902
	Iteration 3Q: 3 clusters Score -1.228212e+07 nChanged 9962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59683 members 
Mstep: Class 2 contains 94418 members 
Entering Unmasked Estep 
Score: -12288215.000000 Penalty: 5924.899902
	Iteration 4F: 3 clusters Score -1.228822e+07 nChanged 12445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50564 members 
Mstep: Class 2 contains 103537 members 
Entering Unmasked Estep 
Score: -12297344.000000 Penalty: 5924.899902
	Iteration 5F: 3 clusters Score -1.229734e+07 nChanged 13212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40350 members 
Mstep: Class 2 contains 113751 members 
Entering Unmasked Estep 
Score: -12307735.000000 Penalty: 5924.899902
	Iteration 6F: 3 clusters Score -1.230774e+07 nChanged 11179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31257 members 
Mstep: Class 2 contains 122844 members 
Entering Unmasked Estep 
Score: -12315836.000000 Penalty: 5924.899902
	Iteration 7F: 3 clusters Score -1.231584e+07 nChanged 8068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24171 members 
Mstep: Class 2 contains 129930 members 
Entering Unmasked Estep 
Score: -12320840.000000 Penalty: 5924.899902
	Iteration 8F: 3 clusters Score -1.232084e+07 nChanged 5884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18555 members 
Mstep: Class 2 contains 135546 members 
Entering Unmasked Estep 
Score: -12324366.000000 Penalty: 5924.899902
	Iteration 9Q: 3 clusters Score -1.232437e+07 nChanged 4448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 139966 members 
Entering Unmasked Estep 
Score: -12326896.000000 Penalty: 5924.899902
	Iteration 10Q: 3 clusters Score -1.23269e+07 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 143450 members 
Entering Unmasked Estep 
Score: -12328806.000000 Penalty: 5924.899902
	Iteration 11Q: 3 clusters Score -1.232881e+07 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 146160 members 
Entering Unmasked Estep 
Score: -12330257.000000 Penalty: 5924.899902
	Iteration 12Q: 3 clusters Score -1.233026e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 148182 members 
Entering Unmasked Estep 
Score: -12331515.000000 Penalty: 5924.899902
	Iteration 13Q: 3 clusters Score -1.233152e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 149607 members 
Entering Unmasked Estep 
Score: -12332235.000000 Penalty: 5924.899902
	Iteration 14Q: 3 clusters Score -1.233224e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 150579 members 
Entering Unmasked Estep 
Score: -12332840.000000 Penalty: 5924.899902
	Iteration 15Q: 3 clusters Score -1.233284e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 151251 members 
Entering Unmasked Estep 
Score: -12333225.000000 Penalty: 5924.899902
	Iteration 16Q: 3 clusters Score -1.233322e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 151681 members 
Entering Unmasked Estep 
Score: -12333455.000000 Penalty: 5924.899902
	Iteration 17Q: 3 clusters Score -1.233346e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 152001 members 
Entering Unmasked Estep 
Score: -12333569.000000 Penalty: 5924.899902
	Iteration 18Q: 3 clusters Score -1.233357e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 152225 members 
Entering Unmasked Estep 
Score: -12333711.000000 Penalty: 5924.899902
	Iteration 19Q: 3 clusters Score -1.233371e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 152404 members 
Entering Unmasked Estep 
Score: -12333813.000000 Penalty: 5924.899902
	Iteration 20F: 3 clusters Score -1.233381e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 152538 members 
Entering Unmasked Estep 
Score: -12333935.000000 Penalty: 5924.899902
	Iteration 21Q: 3 clusters Score -1.233394e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 152627 members 
Entering Unmasked Estep 
Score: -12333998.000000 Penalty: 5924.899902
	Iteration 22Q: 3 clusters Score -1.2334e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 152693 members 
Entering Unmasked Estep 
Score: -12334025.000000 Penalty: 5924.899902
	Iteration 23Q: 3 clusters Score -1.233402e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 152752 members 
Entering Unmasked Estep 
Score: -12334085.000000 Penalty: 5924.899902
	Iteration 24Q: 3 clusters Score -1.233408e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 152802 members 
Entering Unmasked Estep 
Score: -12334110.000000 Penalty: 5924.899902
	Iteration 25Q: 3 clusters Score -1.233411e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 152837 members 
Entering Unmasked Estep 
Score: -12334124.000000 Penalty: 5924.899902
	Iteration 26Q: 3 clusters Score -1.233412e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 152872 members 
Entering Unmasked Estep 
Score: -12334144.000000 Penalty: 5924.899902
	Iteration 27Q: 3 clusters Score -1.233414e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 152906 members 
Entering Unmasked Estep 
Score: -12334179.000000 Penalty: 5924.899902
	Iteration 28Q: 3 clusters Score -1.233418e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 152927 members 
Entering Unmasked Estep 
Score: -12334171.000000 Penalty: 5924.899902
	Iteration 29Q: 3 clusters Score -1.233417e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 152934 members 
Entering Unmasked Estep 
Score: -12334174.000000 Penalty: 5924.899902
	Iteration 30Q: 3 clusters Score -1.233417e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 152943 members 
Entering Unmasked Estep 
Score: -12334185.000000 Penalty: 5924.899902
	Iteration 31Q: 3 clusters Score -1.233418e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 152953 members 
Entering Unmasked Estep 
Score: -12334192.000000 Penalty: 5924.899902
	Iteration 32Q: 3 clusters Score -1.233419e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 152960 members 
Entering Unmasked Estep 
Score: -12334185.000000 Penalty: 5924.899902
	Iteration 33Q: 3 clusters Score -1.233418e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 152967 members 
Entering Unmasked Estep 
Score: -12334201.000000 Penalty: 5924.899902
	Iteration 34Q: 3 clusters Score -1.23342e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 152967 members 
Entering Unmasked Estep 
Score: -12334193.000000 Penalty: 5924.899902
	Iteration 35Q: 3 clusters Score -1.233419e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 152968 members 
Entering Unmasked Estep 
Score: -12334211.000000 Penalty: 5924.899902
	Iteration 36Q: 3 clusters Score -1.233421e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 152974 members 
Entering Unmasked Estep 
Score: -12334215.000000 Penalty: 5924.899902
	Iteration 37Q: 3 clusters Score -1.233422e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 152987 members 
Entering Unmasked Estep 
Score: -12334208.000000 Penalty: 5924.899902
	Iteration 38Q: 3 clusters Score -1.233421e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 153008 members 
Entering Unmasked Estep 
Score: -12334235.000000 Penalty: 5924.899902
	Iteration 39Q: 3 clusters Score -1.233424e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 153028 members 
Entering Unmasked Estep 
Score: -12334247.000000 Penalty: 5924.899902
	Iteration 40F: 3 clusters Score -1.233425e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 153044 members 
Entering Unmasked Estep 
Score: -12334229.000000 Penalty: 5924.899902
	Iteration 41Q: 3 clusters Score -1.233423e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 153056 members 
Entering Unmasked Estep 
Score: -12334250.000000 Penalty: 5924.899902
	Iteration 42Q: 3 clusters Score -1.233425e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 153068 members 
Entering Unmasked Estep 
Score: -12334251.000000 Penalty: 5924.899902
	Iteration 43Q: 3 clusters Score -1.233425e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 153082 members 
Entering Unmasked Estep 
Score: -12334263.000000 Penalty: 5924.899902
	Iteration 44Q: 3 clusters Score -1.233426e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 153086 members 
Entering Unmasked Estep 
Score: -12334266.000000 Penalty: 5924.899902
	Iteration 45Q: 3 clusters Score -1.233427e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 153092 members 
Entering Unmasked Estep 
Score: -12334263.000000 Penalty: 5924.899902
	Iteration 46Q: 3 clusters Score -1.233426e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 153097 members 
Entering Unmasked Estep 
Score: -12334268.000000 Penalty: 5924.899902
	Iteration 47Q: 3 clusters Score -1.233427e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 153106 members 
Entering Unmasked Estep 
Score: -12334270.000000 Penalty: 5924.899902
	Iteration 48Q: 3 clusters Score -1.233427e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 153118 members 
Entering Unmasked Estep 
Score: -12334288.000000 Penalty: 5924.899902
	Iteration 49Q: 3 clusters Score -1.233429e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 153127 members 
Entering Unmasked Estep 
Score: -12334303.000000 Penalty: 5924.899902
	Iteration 50Q: 3 clusters Score -1.23343e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 153132 members 
Entering Unmasked Estep 
Score: -12334311.000000 Penalty: 5924.899902
	Iteration 51Q: 3 clusters Score -1.233431e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 153137 members 
Entering Unmasked Estep 
Score: -12334311.000000 Penalty: 5924.899902
	Iteration 52Q: 3 clusters Score -1.233431e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 153139 members 
Entering Unmasked Estep 
Score: -12334312.000000 Penalty: 5924.899902
	Iteration 53Q: 3 clusters Score -1.233431e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 153141 members 
Entering Unmasked Estep 
Score: -12334315.000000 Penalty: 5924.899902
	Iteration 54Q: 3 clusters Score -1.233432e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 153138 members 
Entering Unmasked Estep 
Score: -12334312.000000 Penalty: 5924.899902
	Iteration 55Q: 3 clusters Score -1.233431e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 153140 members 
Entering Unmasked Estep 
Score: -12334317.000000 Penalty: 5924.899902
	Iteration 56Q: 3 clusters Score -1.233432e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 153143 members 
Entering Unmasked Estep 
Score: -12334323.000000 Penalty: 5924.899902
	Iteration 57Q: 3 clusters Score -1.233432e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 153141 members 
Entering Unmasked Estep 
Score: -12334324.000000 Penalty: 5924.899902
	Iteration 58Q: 3 clusters Score -1.233432e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 153145 members 
Entering Unmasked Estep 
Score: -12334336.000000 Penalty: 5924.899902
	Iteration 59Q: 3 clusters Score -1.233434e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 153145 members 
Entering Unmasked Estep 
Score: -12334330.000000 Penalty: 5924.899902
	Iteration 60F: 3 clusters Score -1.233433e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 153149 members 
Entering Unmasked Estep 
Score: -12334337.000000 Penalty: 5924.899902
	Iteration 61Q: 3 clusters Score -1.233434e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 153151 members 
Entering Unmasked Estep 
Score: -12334342.000000 Penalty: 5924.899902
	Iteration 62Q: 3 clusters Score -1.233434e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 153151 members 
Entering Unmasked Estep 
Score: -12334342.000000 Penalty: 5924.899902
	Iteration 63F: 3 clusters Score -1.233434e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Entering Unmasked Estep 
Score: -664508.375000 Penalty: 2257.731689
	Iteration 0F: 2 clusters Score -664508.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -657480.375000 Penalty: 4515.463379
	Iteration 0F: 3 clusters Score -657480.4 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -659530.000000 Penalty: 4515.463379
	Iteration 1F: 3 clusters Score -659530 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -660009.937500 Penalty: 4515.463379
	Iteration 2F: 3 clusters Score -660009.9 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -660604.312500 Penalty: 4515.463379
	Iteration 3F: 3 clusters Score -660604.3 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -661446.875000 Penalty: 4515.463379
	Iteration 4F: 3 clusters Score -661446.9 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -662503.750000 Penalty: 4515.463379
	Iteration 5F: 3 clusters Score -662503.8 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -663308.687500 Penalty: 4515.463379
	Iteration 6F: 3 clusters Score -663308.7 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -663746.812500 Penalty: 4515.463379
	Iteration 7F: 3 clusters Score -663746.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -663977.000000 Penalty: 4515.463379
	Iteration 8Q: 3 clusters Score -663977 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -664093.500000 Penalty: 4515.463379
	Iteration 9Q: 3 clusters Score -664093.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -664184.250000 Penalty: 4515.463379
	Iteration 10Q: 3 clusters Score -664184.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -664239.562500 Penalty: 4515.463379
	Iteration 11Q: 3 clusters Score -664239.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -664275.437500 Penalty: 4515.463379
	Iteration 12Q: 3 clusters Score -664275.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -664300.625000 Penalty: 4515.463379
	Iteration 13Q: 3 clusters Score -664300.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -664317.562500 Penalty: 4515.463379
	Iteration 14Q: 3 clusters Score -664317.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -664330.812500 Penalty: 4515.463379
	Iteration 15Q: 3 clusters Score -664330.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -664343.187500 Penalty: 4515.463379
	Iteration 16Q: 3 clusters Score -664343.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -664352.375000 Penalty: 4515.463379
	Iteration 17Q: 3 clusters Score -664352.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -664366.500000 Penalty: 4515.463379
	Iteration 18Q: 3 clusters Score -664366.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -664380.812500 Penalty: 4515.463379
	Iteration 19Q: 3 clusters Score -664380.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -664394.312500 Penalty: 4515.463379
	Iteration 20F: 3 clusters Score -664394.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -664401.562500 Penalty: 4515.463379
	Iteration 21Q: 3 clusters Score -664401.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -664413.750000 Penalty: 4515.463379
	Iteration 22Q: 3 clusters Score -664413.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -664424.812500 Penalty: 4515.463379
	Iteration 23Q: 3 clusters Score -664424.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -664433.125000 Penalty: 4515.463379
	Iteration 24Q: 3 clusters Score -664433.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -664450.687500 Penalty: 4515.463379
	Iteration 25Q: 3 clusters Score -664450.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -664479.000000 Penalty: 4515.463379
	Iteration 26Q: 3 clusters Score -664479 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -664516.437500 Penalty: 4515.463379
	Iteration 27Q: 3 clusters Score -664516.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -664564.062500 Penalty: 4515.463379
	Iteration 28Q: 3 clusters Score -664564.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -664603.187500 Penalty: 4515.463379
	Iteration 29Q: 3 clusters Score -664603.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -664650.125000 Penalty: 4515.463379
	Iteration 30Q: 3 clusters Score -664650.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -664687.437500 Penalty: 4515.463379
	Iteration 31Q: 3 clusters Score -664687.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -664746.062500 Penalty: 4515.463379
	Iteration 32Q: 3 clusters Score -664746.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -664792.937500 Penalty: 4515.463379
	Iteration 33Q: 3 clusters Score -664792.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -664827.187500 Penalty: 4515.463379
	Iteration 34Q: 3 clusters Score -664827.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -664861.625000 Penalty: 4515.463379
	Iteration 35Q: 3 clusters Score -664861.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -664900.625000 Penalty: 4515.463379
	Iteration 36Q: 3 clusters Score -664900.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -664934.500000 Penalty: 4515.463379
	Iteration 37Q: 3 clusters Score -664934.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -664969.125000 Penalty: 4515.463379
	Iteration 38Q: 3 clusters Score -664969.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -664990.875000 Penalty: 4515.463379
	Iteration 39Q: 3 clusters Score -664990.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -665005.937500 Penalty: 4515.463379
	Iteration 40F: 3 clusters Score -665005.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -665014.937500 Penalty: 4515.463379
	Iteration 41Q: 3 clusters Score -665014.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -665019.312500 Penalty: 4515.463379
	Iteration 42Q: 3 clusters Score -665019.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -665021.437500 Penalty: 4515.463379
	Iteration 43Q: 3 clusters Score -665021.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -665025.250000 Penalty: 4515.463379
	Iteration 44Q: 3 clusters Score -665025.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -665025.562500 Penalty: 4515.463379
	Iteration 45Q: 3 clusters Score -665025.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -665026.562500 Penalty: 4515.463379
	Iteration 46Q: 3 clusters Score -665026.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -665026.562500 Penalty: 4515.463379
	Iteration 47F: 3 clusters Score -665026.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 122338 members 
Mstep: Class 2 contains 37026 members 
Mstep: Class 3 contains 1308 members 
Mstep: Class 4 contains 154101 members 
Mstep: Class 5 contains 6917 members 
Mstep: Class 6 contains 13714 members 
Mstep: Class 7 contains 24796 members 
Mstep: Class 8 contains 2812 members 
Mstep: Class 9 contains 2854 members 
Mstep: Class 10 contains 10559 members 
Mstep: Class 11 contains 8132 members 
Mstep: Class 12 contains 6548 members 
Mstep: Class 13 contains 84702 members 
Mstep: Class 14 contains 2553 members 
Mstep: Class 15 contains 29251 members 
Mstep: Class 16 contains 8410 members 
Mstep: Class 17 contains 17371 members 
Mstep: Class 18 contains 76040 members 
Mstep: Class 19 contains 11487 members 
Mstep: Class 20 contains 659789 members 
Mstep: Class 21 contains 27548 members 
Mstep: Class 22 contains 8384 members 
Mstep: Class 23 contains 2777 members 
Mstep: Class 24 contains 54874 members 
Mstep: Class 25 contains 16987 members 
Mstep: Class 26 contains 6467 members 
Mstep: Class 27 contains 63263 members 
Mstep: Class 28 contains 2072 members 
Entering Unmasked Estep 
Score: -111935664.000000 Penalty: 98577.468750
Splitting cluster 5 changes total score from -111936544.000000 to -111935664.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (13714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Entering Unmasked Estep 
Score: -1118718.750000 Penalty: 2362.490723
	Iteration 0F: 2 clusters Score -1118719 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1108783.750000 Penalty: 4724.981445
	Iteration 0F: 3 clusters Score -1108784 nChanged 5854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1111900.750000 Penalty: 4724.981445
	Iteration 1F: 3 clusters Score -1111901 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1112346.375000 Penalty: 4724.981445
	Iteration 2F: 3 clusters Score -1112346 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1112808.000000 Penalty: 4724.981445
	Iteration 3F: 3 clusters Score -1112808 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1113318.875000 Penalty: 4724.981445
	Iteration 4F: 3 clusters Score -1113319 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1113971.500000 Penalty: 4724.981445
	Iteration 5F: 3 clusters Score -1113972 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1114713.625000 Penalty: 4724.981445
	Iteration 6F: 3 clusters Score -1114714 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1115368.000000 Penalty: 4724.981445
	Iteration 7F: 3 clusters Score -1115368 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1115906.000000 Penalty: 4724.981445
	Iteration 8F: 3 clusters Score -1115906 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1116234.125000 Penalty: 4724.981445
	Iteration 9Q: 3 clusters Score -1116234 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1116442.000000 Penalty: 4724.981445
	Iteration 10Q: 3 clusters Score -1116442 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1116587.375000 Penalty: 4724.981445
	Iteration 11Q: 3 clusters Score -1116587 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -1116670.375000 Penalty: 4724.981445
	Iteration 12Q: 3 clusters Score -1116670 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1116728.625000 Penalty: 4724.981445
	Iteration 13Q: 3 clusters Score -1116729 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1116769.375000 Penalty: 4724.981445
	Iteration 14Q: 3 clusters Score -1116769 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -1116799.125000 Penalty: 4724.981445
	Iteration 15Q: 3 clusters Score -1116799 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1116821.000000 Penalty: 4724.981445
	Iteration 16Q: 3 clusters Score -1116821 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1116847.625000 Penalty: 4724.981445
	Iteration 17Q: 3 clusters Score -1116848 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1116858.375000 Penalty: 4724.981445
	Iteration 18Q: 3 clusters Score -1116858 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1116869.250000 Penalty: 4724.981445
	Iteration 19Q: 3 clusters Score -1116869 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1116875.250000 Penalty: 4724.981445
	Iteration 20F: 3 clusters Score -1116875 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1116882.875000 Penalty: 4724.981445
	Iteration 21Q: 3 clusters Score -1116883 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1116887.625000 Penalty: 4724.981445
	Iteration 22Q: 3 clusters Score -1116888 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1116897.000000 Penalty: 4724.981445
	Iteration 23Q: 3 clusters Score -1116897 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1116902.875000 Penalty: 4724.981445
	Iteration 24Q: 3 clusters Score -1116903 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1116910.500000 Penalty: 4724.981445
	Iteration 25Q: 3 clusters Score -1116910 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1116918.250000 Penalty: 4724.981445
	Iteration 26Q: 3 clusters Score -1116918 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1116917.750000 Penalty: 4724.981445
	Iteration 27Q: 3 clusters Score -1116918 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1116922.500000 Penalty: 4724.981445
	Iteration 28Q: 3 clusters Score -1116922 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1116919.500000 Penalty: 4724.981445
	Iteration 29Q: 3 clusters Score -1116920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1116918.875000 Penalty: 4724.981445
	Iteration 30Q: 3 clusters Score -1116919 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -1116919.875000 Penalty: 4724.981445
	Iteration 31Q: 3 clusters Score -1116920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1116923.000000 Penalty: 4724.981445
	Iteration 32Q: 3 clusters Score -1116923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1116922.500000 Penalty: 4724.981445
	Iteration 33Q: 3 clusters Score -1116922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1116923.125000 Penalty: 4724.981445
	Iteration 34Q: 3 clusters Score -1116923 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1116926.250000 Penalty: 4724.981445
	Iteration 35Q: 3 clusters Score -1116926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1116928.875000 Penalty: 4724.981445
	Iteration 36Q: 3 clusters Score -1116929 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1116926.875000 Penalty: 4724.981445
	Iteration 37Q: 3 clusters Score -1116927 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1116928.750000 Penalty: 4724.981445
	Iteration 38Q: 3 clusters Score -1116929 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1116932.750000 Penalty: 4724.981445
	Iteration 39Q: 3 clusters Score -1116933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -1116931.875000 Penalty: 4724.981445
	Iteration 40F: 3 clusters Score -1116932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1116933.625000 Penalty: 4724.981445
	Iteration 41Q: 3 clusters Score -1116934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1116934.500000 Penalty: 4724.981445
	Iteration 42Q: 3 clusters Score -1116934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1116934.500000 Penalty: 4724.981445
	Iteration 43Q: 3 clusters Score -1116934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1116934.250000 Penalty: 4724.981445
	Iteration 44Q: 3 clusters Score -1116934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1116932.000000 Penalty: 4724.981445
	Iteration 45Q: 3 clusters Score -1116932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1116932.250000 Penalty: 4724.981445
	Iteration 46Q: 3 clusters Score -1116932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1116933.625000 Penalty: 4724.981445
	Iteration 47Q: 3 clusters Score -1116934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1116932.625000 Penalty: 4724.981445
	Iteration 48Q: 3 clusters Score -1116933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -1116934.500000 Penalty: 4724.981445
	Iteration 49Q: 3 clusters Score -1116934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1116934.000000 Penalty: 4724.981445
	Iteration 50Q: 3 clusters Score -1116934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1116934.375000 Penalty: 4724.981445
	Iteration 51Q: 3 clusters Score -1116934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1116937.000000 Penalty: 4724.981445
	Iteration 52Q: 3 clusters Score -1116937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -1116937.375000 Penalty: 4724.981445
	Iteration 53Q: 3 clusters Score -1116937 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1116938.625000 Penalty: 4724.981445
	Iteration 54Q: 3 clusters Score -1116939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1116938.500000 Penalty: 4724.981445
	Iteration 55Q: 3 clusters Score -1116938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1116938.500000 Penalty: 4724.981445
	Iteration 56F: 3 clusters Score -1116938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (24796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24796 members 
Entering Unmasked Estep 
Score: -2048061.750000 Penalty: 2509.372559
	Iteration 0F: 2 clusters Score -2048062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -2030838.750000 Penalty: 5018.745117
	Iteration 0F: 3 clusters Score -2030839 nChanged 11006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -2036787.750000 Penalty: 5018.745117
	Iteration 1F: 3 clusters Score -2036788 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -2037171.125000 Penalty: 5018.745117
	Iteration 2Q: 3 clusters Score -2037171 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -2037494.750000 Penalty: 5018.745117
	Iteration 3Q: 3 clusters Score -2037495 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -2037853.250000 Penalty: 5018.745117
	Iteration 4Q: 3 clusters Score -2037853 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 15009 members 
Entering Unmasked Estep 
Score: -2038240.000000 Penalty: 5018.745117
	Iteration 5Q: 3 clusters Score -2038240 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -2038761.375000 Penalty: 5018.745117
	Iteration 6Q: 3 clusters Score -2038761 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 17113 members 
Entering Unmasked Estep 
Score: -2039434.625000 Penalty: 5018.745117
	Iteration 7Q: 3 clusters Score -2039435 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 18496 members 
Entering Unmasked Estep 
Score: -2040371.875000 Penalty: 5018.745117
	Iteration 8F: 3 clusters Score -2040372 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 20118 members 
Entering Unmasked Estep 
Score: -2041651.500000 Penalty: 5018.745117
	Iteration 9F: 3 clusters Score -2041652 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 21775 members 
Entering Unmasked Estep 
Score: -2043120.250000 Penalty: 5018.745117
	Iteration 10F: 3 clusters Score -2043120 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 23073 members 
Entering Unmasked Estep 
Score: -2044343.750000 Penalty: 5018.745117
	Iteration 11F: 3 clusters Score -2044344 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 23852 members 
Entering Unmasked Estep 
Score: -2045113.125000 Penalty: 5018.745117
	Iteration 12Q: 3 clusters Score -2045113 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 24242 members 
Entering Unmasked Estep 
Score: -2045491.125000 Penalty: 5018.745117
	Iteration 13Q: 3 clusters Score -2045491 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 24386 members 
Entering Unmasked Estep 
Score: -2045649.125000 Penalty: 5018.745117
	Iteration 14Q: 3 clusters Score -2045649 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 24443 members 
Entering Unmasked Estep 
Score: -2045727.000000 Penalty: 5018.745117
	Iteration 15Q: 3 clusters Score -2045727 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 24466 members 
Entering Unmasked Estep 
Score: -2045764.750000 Penalty: 5018.745117
	Iteration 16Q: 3 clusters Score -2045765 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 24480 members 
Entering Unmasked Estep 
Score: -2045784.625000 Penalty: 5018.745117
	Iteration 17Q: 3 clusters Score -2045785 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 24492 members 
Entering Unmasked Estep 
Score: -2045804.625000 Penalty: 5018.745117
	Iteration 18Q: 3 clusters Score -2045805 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 24501 members 
Entering Unmasked Estep 
Score: -2045814.125000 Penalty: 5018.745117
	Iteration 19Q: 3 clusters Score -2045814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 24505 members 
Entering Unmasked Estep 
Score: -2045820.750000 Penalty: 5018.745117
	Iteration 20F: 3 clusters Score -2045821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 24506 members 
Entering Unmasked Estep 
Score: -2045824.750000 Penalty: 5018.745117
	Iteration 21Q: 3 clusters Score -2045825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 24508 members 
Entering Unmasked Estep 
Score: -2045826.750000 Penalty: 5018.745117
	Iteration 22Q: 3 clusters Score -2045827 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 24512 members 
Entering Unmasked Estep 
Score: -2045830.000000 Penalty: 5018.745117
	Iteration 23Q: 3 clusters Score -2045830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 24514 members 
Entering Unmasked Estep 
Score: -2045833.375000 Penalty: 5018.745117
	Iteration 24Q: 3 clusters Score -2045833 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 24517 members 
Entering Unmasked Estep 
Score: -2045836.250000 Penalty: 5018.745117
	Iteration 25Q: 3 clusters Score -2045836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 24519 members 
Entering Unmasked Estep 
Score: -2045840.375000 Penalty: 5018.745117
	Iteration 26Q: 3 clusters Score -2045840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 24520 members 
Entering Unmasked Estep 
Score: -2045843.125000 Penalty: 5018.745117
	Iteration 27Q: 3 clusters Score -2045843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 24522 members 
Entering Unmasked Estep 
Score: -2045845.500000 Penalty: 5018.745117
	Iteration 28Q: 3 clusters Score -2045846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 24523 members 
Entering Unmasked Estep 
Score: -2045847.125000 Penalty: 5018.745117
	Iteration 29Q: 3 clusters Score -2045847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 24525 members 
Entering Unmasked Estep 
Score: -2045849.625000 Penalty: 5018.745117
	Iteration 30Q: 3 clusters Score -2045850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 24525 members 
Entering Unmasked Estep 
Score: -2045849.625000 Penalty: 5018.745117
	Iteration 31F: 3 clusters Score -2045850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Entering Unmasked Estep 
Score: -185727.046875 Penalty: 1969.529541
	Iteration 0F: 2 clusters Score -185727 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -182558.140625 Penalty: 3939.059082
	Iteration 0F: 3 clusters Score -182558.1 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -183251.234375 Penalty: 3939.059082
	Iteration 1F: 3 clusters Score -183251.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -183458.531250 Penalty: 3939.059082
	Iteration 2F: 3 clusters Score -183458.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -183587.656250 Penalty: 3939.059082
	Iteration 3F: 3 clusters Score -183587.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -183669.375000 Penalty: 3939.059082
	Iteration 4Q: 3 clusters Score -183669.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -183721.500000 Penalty: 3939.059082
	Iteration 5Q: 3 clusters Score -183721.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -183757.281250 Penalty: 3939.059082
	Iteration 6Q: 3 clusters Score -183757.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -183799.859375 Penalty: 3939.059082
	Iteration 7Q: 3 clusters Score -183799.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -183842.453125 Penalty: 3939.059082
	Iteration 8Q: 3 clusters Score -183842.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -183871.296875 Penalty: 3939.059082
	Iteration 9Q: 3 clusters Score -183871.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -183903.765625 Penalty: 3939.059082
	Iteration 10Q: 3 clusters Score -183903.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -183932.125000 Penalty: 3939.059082
	Iteration 11Q: 3 clusters Score -183932.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -183959.359375 Penalty: 3939.059082
	Iteration 12Q: 3 clusters Score -183959.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -183984.109375 Penalty: 3939.059082
	Iteration 13Q: 3 clusters Score -183984.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -184003.312500 Penalty: 3939.059082
	Iteration 14Q: 3 clusters Score -184003.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -184019.906250 Penalty: 3939.059082
	Iteration 15Q: 3 clusters Score -184019.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -184033.656250 Penalty: 3939.059082
	Iteration 16Q: 3 clusters Score -184033.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -184047.437500 Penalty: 3939.059082
	Iteration 17Q: 3 clusters Score -184047.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -184060.328125 Penalty: 3939.059082
	Iteration 18Q: 3 clusters Score -184060.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -184064.406250 Penalty: 3939.059082
	Iteration 19Q: 3 clusters Score -184064.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -184068.109375 Penalty: 3939.059082
	Iteration 20F: 3 clusters Score -184068.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -184072.718750 Penalty: 3939.059082
	Iteration 21Q: 3 clusters Score -184072.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -184081.437500 Penalty: 3939.059082
	Iteration 22Q: 3 clusters Score -184081.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -184086.781250 Penalty: 3939.059082
	Iteration 23Q: 3 clusters Score -184086.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -184091.468750 Penalty: 3939.059082
	Iteration 24Q: 3 clusters Score -184091.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -184093.140625 Penalty: 3939.059082
	Iteration 25Q: 3 clusters Score -184093.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -184096.296875 Penalty: 3939.059082
	Iteration 26Q: 3 clusters Score -184096.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -184101.406250 Penalty: 3939.059082
	Iteration 27Q: 3 clusters Score -184101.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -184109.531250 Penalty: 3939.059082
	Iteration 28Q: 3 clusters Score -184109.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -184115.468750 Penalty: 3939.059082
	Iteration 29Q: 3 clusters Score -184115.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -184118.125000 Penalty: 3939.059082
	Iteration 30Q: 3 clusters Score -184118.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -184122.765625 Penalty: 3939.059082
	Iteration 31Q: 3 clusters Score -184122.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -184126.921875 Penalty: 3939.059082
	Iteration 32Q: 3 clusters Score -184126.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -184130.375000 Penalty: 3939.059082
	Iteration 33Q: 3 clusters Score -184130.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -184133.218750 Penalty: 3939.059082
	Iteration 34Q: 3 clusters Score -184133.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -184135.078125 Penalty: 3939.059082
	Iteration 35Q: 3 clusters Score -184135.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -184136.781250 Penalty: 3939.059082
	Iteration 36Q: 3 clusters Score -184136.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -184138.078125 Penalty: 3939.059082
	Iteration 37Q: 3 clusters Score -184138.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -184141.093750 Penalty: 3939.059082
	Iteration 38Q: 3 clusters Score -184141.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -184145.953125 Penalty: 3939.059082
	Iteration 39Q: 3 clusters Score -184146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -184151.687500 Penalty: 3939.059082
	Iteration 40F: 3 clusters Score -184151.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -184156.093750 Penalty: 3939.059082
	Iteration 41Q: 3 clusters Score -184156.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -184158.750000 Penalty: 3939.059082
	Iteration 42Q: 3 clusters Score -184158.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -184160.203125 Penalty: 3939.059082
	Iteration 43Q: 3 clusters Score -184160.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -184162.187500 Penalty: 3939.059082
	Iteration 44Q: 3 clusters Score -184162.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -184163.593750 Penalty: 3939.059082
	Iteration 45Q: 3 clusters Score -184163.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -184165.875000 Penalty: 3939.059082
	Iteration 46Q: 3 clusters Score -184165.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -184167.296875 Penalty: 3939.059082
	Iteration 47Q: 3 clusters Score -184167.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -184169.390625 Penalty: 3939.059082
	Iteration 48Q: 3 clusters Score -184169.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -184171.421875 Penalty: 3939.059082
	Iteration 49Q: 3 clusters Score -184171.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -184173.406250 Penalty: 3939.059082
	Iteration 50Q: 3 clusters Score -184173.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -184175.312500 Penalty: 3939.059082
	Iteration 51Q: 3 clusters Score -184175.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -184176.359375 Penalty: 3939.059082
	Iteration 52Q: 3 clusters Score -184176.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -184178.718750 Penalty: 3939.059082
	Iteration 53Q: 3 clusters Score -184178.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -184185.031250 Penalty: 3939.059082
	Iteration 54Q: 3 clusters Score -184185 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -184192.531250 Penalty: 3939.059082
	Iteration 55Q: 3 clusters Score -184192.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -184203.375000 Penalty: 3939.059082
	Iteration 56Q: 3 clusters Score -184203.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -184211.796875 Penalty: 3939.059082
	Iteration 57Q: 3 clusters Score -184211.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -184219.906250 Penalty: 3939.059082
	Iteration 58Q: 3 clusters Score -184219.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -184228.421875 Penalty: 3939.059082
	Iteration 59Q: 3 clusters Score -184228.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -184239.546875 Penalty: 3939.059082
	Iteration 60F: 3 clusters Score -184239.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -184246.921875 Penalty: 3939.059082
	Iteration 61Q: 3 clusters Score -184246.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -184251.875000 Penalty: 3939.059082
	Iteration 62Q: 3 clusters Score -184251.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -184256.093750 Penalty: 3939.059082
	Iteration 63Q: 3 clusters Score -184256.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -184256.843750 Penalty: 3939.059082
	Iteration 64Q: 3 clusters Score -184256.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -184257.609375 Penalty: 3939.059082
	Iteration 65Q: 3 clusters Score -184257.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -184257.609375 Penalty: 3939.059082
	Iteration 66F: 3 clusters Score -184257.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Entering Unmasked Estep 
Score: -225877.015625 Penalty: 1973.206177
	Iteration 0F: 2 clusters Score -225877 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -222725.656250 Penalty: 3946.412354
	Iteration 0F: 3 clusters Score -222725.7 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -223398.906250 Penalty: 3946.412354
	Iteration 1F: 3 clusters Score -223398.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -223536.765625 Penalty: 3946.412354
	Iteration 2F: 3 clusters Score -223536.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -223604.390625 Penalty: 3946.412354
	Iteration 3Q: 3 clusters Score -223604.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -223638.218750 Penalty: 3946.412354
	Iteration 4Q: 3 clusters Score -223638.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -223668.671875 Penalty: 3946.412354
	Iteration 5Q: 3 clusters Score -223668.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -223691.390625 Penalty: 3946.412354
	Iteration 6Q: 3 clusters Score -223691.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -223705.640625 Penalty: 3946.412354
	Iteration 7Q: 3 clusters Score -223705.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -223717.031250 Penalty: 3946.412354
	Iteration 8Q: 3 clusters Score -223717 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -223731.015625 Penalty: 3946.412354
	Iteration 9Q: 3 clusters Score -223731 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -223742.781250 Penalty: 3946.412354
	Iteration 10Q: 3 clusters Score -223742.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -223750.328125 Penalty: 3946.412354
	Iteration 11Q: 3 clusters Score -223750.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -223756.843750 Penalty: 3946.412354
	Iteration 12Q: 3 clusters Score -223756.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -223764.109375 Penalty: 3946.412354
	Iteration 13Q: 3 clusters Score -223764.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -223771.343750 Penalty: 3946.412354
	Iteration 14Q: 3 clusters Score -223771.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -223784.156250 Penalty: 3946.412354
	Iteration 15Q: 3 clusters Score -223784.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -223791.843750 Penalty: 3946.412354
	Iteration 16Q: 3 clusters Score -223791.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -223797.843750 Penalty: 3946.412354
	Iteration 17Q: 3 clusters Score -223797.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -223805.515625 Penalty: 3946.412354
	Iteration 18Q: 3 clusters Score -223805.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -223814.000000 Penalty: 3946.412354
	Iteration 19Q: 3 clusters Score -223814 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -223823.015625 Penalty: 3946.412354
	Iteration 20F: 3 clusters Score -223823 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -223831.640625 Penalty: 3946.412354
	Iteration 21Q: 3 clusters Score -223831.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -223839.531250 Penalty: 3946.412354
	Iteration 22Q: 3 clusters Score -223839.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -223844.843750 Penalty: 3946.412354
	Iteration 23Q: 3 clusters Score -223844.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -223848.046875 Penalty: 3946.412354
	Iteration 24Q: 3 clusters Score -223848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -223849.140625 Penalty: 3946.412354
	Iteration 25Q: 3 clusters Score -223849.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -223850.031250 Penalty: 3946.412354
	Iteration 26Q: 3 clusters Score -223850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -223851.265625 Penalty: 3946.412354
	Iteration 27Q: 3 clusters Score -223851.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -223851.265625 Penalty: 3946.412354
	Iteration 28F: 3 clusters Score -223851.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Entering Unmasked Estep 
Score: -808522.812500 Penalty: 2297.654053
	Iteration 0F: 2 clusters Score -808522.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -800442.750000 Penalty: 4595.308105
	Iteration 0F: 3 clusters Score -800442.8 nChanged 4416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -802883.500000 Penalty: 4595.308105
	Iteration 1F: 3 clusters Score -802883.5 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -803394.750000 Penalty: 4595.308105
	Iteration 2F: 3 clusters Score -803394.8 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -803908.750000 Penalty: 4595.308105
	Iteration 3F: 3 clusters Score -803908.8 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -804462.187500 Penalty: 4595.308105
	Iteration 4F: 3 clusters Score -804462.2 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -805030.500000 Penalty: 4595.308105
	Iteration 5F: 3 clusters Score -805030.5 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -805700.625000 Penalty: 4595.308105
	Iteration 6F: 3 clusters Score -805700.6 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -806415.187500 Penalty: 4595.308105
	Iteration 7F: 3 clusters Score -806415.2 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -806997.062500 Penalty: 4595.308105
	Iteration 8F: 3 clusters Score -806997.1 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -807397.312500 Penalty: 4595.308105
	Iteration 9Q: 3 clusters Score -807397.3 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -807576.312500 Penalty: 4595.308105
	Iteration 10Q: 3 clusters Score -807576.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -807654.125000 Penalty: 4595.308105
	Iteration 11Q: 3 clusters Score -807654.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -807697.875000 Penalty: 4595.308105
	Iteration 12Q: 3 clusters Score -807697.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -807713.125000 Penalty: 4595.308105
	Iteration 13Q: 3 clusters Score -807713.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -807724.187500 Penalty: 4595.308105
	Iteration 14Q: 3 clusters Score -807724.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -807727.062500 Penalty: 4595.308105
	Iteration 15Q: 3 clusters Score -807727.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -807733.250000 Penalty: 4595.308105
	Iteration 16Q: 3 clusters Score -807733.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -807738.875000 Penalty: 4595.308105
	Iteration 17Q: 3 clusters Score -807738.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -807743.375000 Penalty: 4595.308105
	Iteration 18Q: 3 clusters Score -807743.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -807742.000000 Penalty: 4595.308105
	Iteration 19Q: 3 clusters Score -807742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -807743.062500 Penalty: 4595.308105
	Iteration 20F: 3 clusters Score -807743.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -807744.875000 Penalty: 4595.308105
	Iteration 21Q: 3 clusters Score -807744.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -807745.375000 Penalty: 4595.308105
	Iteration 22Q: 3 clusters Score -807745.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -807746.875000 Penalty: 4595.308105
	Iteration 23Q: 3 clusters Score -807746.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -807747.500000 Penalty: 4595.308105
	Iteration 24Q: 3 clusters Score -807747.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -807748.250000 Penalty: 4595.308105
	Iteration 25Q: 3 clusters Score -807748.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -807748.875000 Penalty: 4595.308105
	Iteration 26Q: 3 clusters Score -807748.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -807748.062500 Penalty: 4595.308105
	Iteration 27Q: 3 clusters Score -807748.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -807749.250000 Penalty: 4595.308105
	Iteration 28Q: 3 clusters Score -807749.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -807749.250000 Penalty: 4595.308105
	Iteration 29F: 3 clusters Score -807749.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Entering Unmasked Estep 
Score: -629434.750000 Penalty: 2232.883301
	Iteration 0F: 2 clusters Score -629434.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -622942.625000 Penalty: 4465.766602
	Iteration 0F: 3 clusters Score -622942.6 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -624974.500000 Penalty: 4465.766602
	Iteration 1F: 3 clusters Score -624974.5 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -625374.312500 Penalty: 4465.766602
	Iteration 2F: 3 clusters Score -625374.3 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -625639.875000 Penalty: 4465.766602
	Iteration 3F: 3 clusters Score -625639.9 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -625832.875000 Penalty: 4465.766602
	Iteration 4Q: 3 clusters Score -625832.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -625994.625000 Penalty: 4465.766602
	Iteration 5Q: 3 clusters Score -625994.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -626148.625000 Penalty: 4465.766602
	Iteration 6Q: 3 clusters Score -626148.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -626294.000000 Penalty: 4465.766602
	Iteration 7Q: 3 clusters Score -626294 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -626453.375000 Penalty: 4465.766602
	Iteration 8Q: 3 clusters Score -626453.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -626607.937500 Penalty: 4465.766602
	Iteration 9Q: 3 clusters Score -626607.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -626791.562500 Penalty: 4465.766602
	Iteration 10Q: 3 clusters Score -626791.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -626982.375000 Penalty: 4465.766602
	Iteration 11Q: 3 clusters Score -626982.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -627182.187500 Penalty: 4465.766602
	Iteration 12Q: 3 clusters Score -627182.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -627405.500000 Penalty: 4465.766602
	Iteration 13Q: 3 clusters Score -627405.5 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -627623.812500 Penalty: 4465.766602
	Iteration 14Q: 3 clusters Score -627623.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -627830.375000 Penalty: 4465.766602
	Iteration 15Q: 3 clusters Score -627830.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -628020.000000 Penalty: 4465.766602
	Iteration 16Q: 3 clusters Score -628020 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -628154.187500 Penalty: 4465.766602
	Iteration 17Q: 3 clusters Score -628154.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -628232.562500 Penalty: 4465.766602
	Iteration 18Q: 3 clusters Score -628232.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -628286.875000 Penalty: 4465.766602
	Iteration 19Q: 3 clusters Score -628286.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -628333.687500 Penalty: 4465.766602
	Iteration 20F: 3 clusters Score -628333.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -628368.250000 Penalty: 4465.766602
	Iteration 21Q: 3 clusters Score -628368.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -628397.687500 Penalty: 4465.766602
	Iteration 22Q: 3 clusters Score -628397.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -628422.812500 Penalty: 4465.766602
	Iteration 23Q: 3 clusters Score -628422.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -628454.312500 Penalty: 4465.766602
	Iteration 24Q: 3 clusters Score -628454.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -628486.625000 Penalty: 4465.766602
	Iteration 25Q: 3 clusters Score -628486.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -628523.437500 Penalty: 4465.766602
	Iteration 26Q: 3 clusters Score -628523.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -628553.125000 Penalty: 4465.766602
	Iteration 27Q: 3 clusters Score -628553.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -628585.187500 Penalty: 4465.766602
	Iteration 28Q: 3 clusters Score -628585.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -628619.312500 Penalty: 4465.766602
	Iteration 29Q: 3 clusters Score -628619.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -628643.687500 Penalty: 4465.766602
	Iteration 30Q: 3 clusters Score -628643.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -628662.937500 Penalty: 4465.766602
	Iteration 31Q: 3 clusters Score -628662.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -628686.437500 Penalty: 4465.766602
	Iteration 32Q: 3 clusters Score -628686.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -628702.875000 Penalty: 4465.766602
	Iteration 33Q: 3 clusters Score -628702.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -628714.000000 Penalty: 4465.766602
	Iteration 34Q: 3 clusters Score -628714 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -628718.500000 Penalty: 4465.766602
	Iteration 35Q: 3 clusters Score -628718.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -628724.125000 Penalty: 4465.766602
	Iteration 36Q: 3 clusters Score -628724.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -628724.062500 Penalty: 4465.766602
	Iteration 37Q: 3 clusters Score -628724.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -628727.937500 Penalty: 4465.766602
	Iteration 38Q: 3 clusters Score -628727.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -628727.437500 Penalty: 4465.766602
	Iteration 39Q: 3 clusters Score -628727.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -628729.187500 Penalty: 4465.766602
	Iteration 40F: 3 clusters Score -628729.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -628727.250000 Penalty: 4465.766602
	Iteration 41Q: 3 clusters Score -628727.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -628729.750000 Penalty: 4465.766602
	Iteration 42Q: 3 clusters Score -628729.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -628731.125000 Penalty: 4465.766602
	Iteration 43Q: 3 clusters Score -628731.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -628733.187500 Penalty: 4465.766602
	Iteration 44Q: 3 clusters Score -628733.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -628733.625000 Penalty: 4465.766602
	Iteration 45Q: 3 clusters Score -628733.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -628733.500000 Penalty: 4465.766602
	Iteration 46Q: 3 clusters Score -628733.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -628734.187500 Penalty: 4465.766602
	Iteration 47Q: 3 clusters Score -628734.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -628733.437500 Penalty: 4465.766602
	Iteration 48Q: 3 clusters Score -628733.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -628734.750000 Penalty: 4465.766602
	Iteration 49Q: 3 clusters Score -628734.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -628737.062500 Penalty: 4465.766602
	Iteration 50Q: 3 clusters Score -628737.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -628736.437500 Penalty: 4465.766602
	Iteration 51Q: 3 clusters Score -628736.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -628737.062500 Penalty: 4465.766602
	Iteration 52Q: 3 clusters Score -628737.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -628737.062500 Penalty: 4465.766602
	Iteration 53F: 3 clusters Score -628737.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Entering Unmasked Estep 
Score: -511165.718750 Penalty: 2179.154785
	Iteration 0F: 2 clusters Score -511165.7 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 3262 members 
Entering Unmasked Estep 
Score: -505647.375000 Penalty: 4358.309570
	Iteration 0F: 3 clusters Score -505647.4 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -507038.781250 Penalty: 4358.309570
	Iteration 1F: 3 clusters Score -507038.8 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -507423.656250 Penalty: 4358.309570
	Iteration 2F: 3 clusters Score -507423.7 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -507759.843750 Penalty: 4358.309570
	Iteration 3F: 3 clusters Score -507759.8 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -508067.093750 Penalty: 4358.309570
	Iteration 4F: 3 clusters Score -508067.1 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -508356.250000 Penalty: 4358.309570
	Iteration 5F: 3 clusters Score -508356.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -508635.500000 Penalty: 4358.309570
	Iteration 6F: 3 clusters Score -508635.5 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -508871.093750 Penalty: 4358.309570
	Iteration 7Q: 3 clusters Score -508871.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -509039.343750 Penalty: 4358.309570
	Iteration 8Q: 3 clusters Score -509039.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -509162.468750 Penalty: 4358.309570
	Iteration 9Q: 3 clusters Score -509162.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -509286.656250 Penalty: 4358.309570
	Iteration 10Q: 3 clusters Score -509286.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -509373.250000 Penalty: 4358.309570
	Iteration 11Q: 3 clusters Score -509373.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -509443.468750 Penalty: 4358.309570
	Iteration 12Q: 3 clusters Score -509443.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -509493.218750 Penalty: 4358.309570
	Iteration 13Q: 3 clusters Score -509493.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -509523.218750 Penalty: 4358.309570
	Iteration 14Q: 3 clusters Score -509523.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -509546.250000 Penalty: 4358.309570
	Iteration 15Q: 3 clusters Score -509546.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -509565.406250 Penalty: 4358.309570
	Iteration 16Q: 3 clusters Score -509565.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -509585.312500 Penalty: 4358.309570
	Iteration 17Q: 3 clusters Score -509585.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -509604.781250 Penalty: 4358.309570
	Iteration 18Q: 3 clusters Score -509604.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -509622.218750 Penalty: 4358.309570
	Iteration 19Q: 3 clusters Score -509622.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -509634.781250 Penalty: 4358.309570
	Iteration 20F: 3 clusters Score -509634.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -509645.406250 Penalty: 4358.309570
	Iteration 21Q: 3 clusters Score -509645.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -509651.218750 Penalty: 4358.309570
	Iteration 22Q: 3 clusters Score -509651.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -509657.562500 Penalty: 4358.309570
	Iteration 23Q: 3 clusters Score -509657.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -509668.625000 Penalty: 4358.309570
	Iteration 24Q: 3 clusters Score -509668.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -509675.437500 Penalty: 4358.309570
	Iteration 25Q: 3 clusters Score -509675.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -509682.281250 Penalty: 4358.309570
	Iteration 26Q: 3 clusters Score -509682.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -509688.937500 Penalty: 4358.309570
	Iteration 27Q: 3 clusters Score -509688.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -509696.562500 Penalty: 4358.309570
	Iteration 28Q: 3 clusters Score -509696.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -509700.500000 Penalty: 4358.309570
	Iteration 29Q: 3 clusters Score -509700.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -509703.687500 Penalty: 4358.309570
	Iteration 30Q: 3 clusters Score -509703.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -509704.375000 Penalty: 4358.309570
	Iteration 31Q: 3 clusters Score -509704.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -509705.468750 Penalty: 4358.309570
	Iteration 32Q: 3 clusters Score -509705.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -509706.156250 Penalty: 4358.309570
	Iteration 33Q: 3 clusters Score -509706.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -509707.250000 Penalty: 4358.309570
	Iteration 34Q: 3 clusters Score -509707.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -509707.906250 Penalty: 4358.309570
	Iteration 35Q: 3 clusters Score -509707.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -509708.468750 Penalty: 4358.309570
	Iteration 36Q: 3 clusters Score -509708.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -509709.625000 Penalty: 4358.309570
	Iteration 37Q: 3 clusters Score -509709.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -509713.343750 Penalty: 4358.309570
	Iteration 38Q: 3 clusters Score -509713.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -509714.562500 Penalty: 4358.309570
	Iteration 39Q: 3 clusters Score -509714.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -509718.187500 Penalty: 4358.309570
	Iteration 40F: 3 clusters Score -509718.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -509720.468750 Penalty: 4358.309570
	Iteration 41Q: 3 clusters Score -509720.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -509724.812500 Penalty: 4358.309570
	Iteration 42Q: 3 clusters Score -509724.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -509726.531250 Penalty: 4358.309570
	Iteration 43Q: 3 clusters Score -509726.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -509733.187500 Penalty: 4358.309570
	Iteration 44Q: 3 clusters Score -509733.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -509734.937500 Penalty: 4358.309570
	Iteration 45Q: 3 clusters Score -509734.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -509736.375000 Penalty: 4358.309570
	Iteration 46Q: 3 clusters Score -509736.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -509736.031250 Penalty: 4358.309570
	Iteration 47Q: 3 clusters Score -509736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -509736.531250 Penalty: 4358.309570
	Iteration 48Q: 3 clusters Score -509736.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -509737.093750 Penalty: 4358.309570
	Iteration 49Q: 3 clusters Score -509737.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -509737.093750 Penalty: 4358.309570
	Iteration 50F: 3 clusters Score -509737.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (84702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84702 members 
Entering Unmasked Estep 
Score: -6645865.000000 Penalty: 2814.029785
	Iteration 0F: 2 clusters Score -6645865 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42408 members 
Mstep: Class 2 contains 42294 members 
Entering Unmasked Estep 
Score: -6589002.500000 Penalty: 5628.059570
	Iteration 0F: 3 clusters Score -6589002 nChanged 39863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42715 members 
Mstep: Class 2 contains 41987 members 
Entering Unmasked Estep 
Score: -6611638.000000 Penalty: 5628.059570
	Iteration 1F: 3 clusters Score -6611638 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42869 members 
Mstep: Class 2 contains 41833 members 
Entering Unmasked Estep 
Score: -6612535.000000 Penalty: 5628.059570
	Iteration 2Q: 3 clusters Score -6612535 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43030 members 
Mstep: Class 2 contains 41672 members 
Entering Unmasked Estep 
Score: -6613922.000000 Penalty: 5628.059570
	Iteration 3Q: 3 clusters Score -6613922 nChanged 3739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43133 members 
Mstep: Class 2 contains 41569 members 
Entering Unmasked Estep 
Score: -6615828.000000 Penalty: 5628.059570
	Iteration 4Q: 3 clusters Score -6615828 nChanged 4417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42996 members 
Mstep: Class 2 contains 41706 members 
Entering Unmasked Estep 
Score: -6618408.000000 Penalty: 5628.059570
	Iteration 5F: 3 clusters Score -6618408 nChanged 5227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42337 members 
Mstep: Class 2 contains 42365 members 
Entering Unmasked Estep 
Score: -6621654.000000 Penalty: 5628.059570
	Iteration 6F: 3 clusters Score -6621654 nChanged 5579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41158 members 
Mstep: Class 2 contains 43544 members 
Entering Unmasked Estep 
Score: -6624982.500000 Penalty: 5628.059570
	Iteration 7F: 3 clusters Score -6624982 nChanged 5315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39853 members 
Mstep: Class 2 contains 44849 members 
Entering Unmasked Estep 
Score: -6627855.500000 Penalty: 5628.059570
	Iteration 8F: 3 clusters Score -6627856 nChanged 4361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38942 members 
Mstep: Class 2 contains 45760 members 
Entering Unmasked Estep 
Score: -6629812.000000 Penalty: 5628.059570
	Iteration 9F: 3 clusters Score -6629812 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38412 members 
Mstep: Class 2 contains 46290 members 
Entering Unmasked Estep 
Score: -6630933.500000 Penalty: 5628.059570
	Iteration 10Q: 3 clusters Score -6630934 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38063 members 
Mstep: Class 2 contains 46639 members 
Entering Unmasked Estep 
Score: -6631471.500000 Penalty: 5628.059570
	Iteration 11Q: 3 clusters Score -6631472 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37803 members 
Mstep: Class 2 contains 46899 members 
Entering Unmasked Estep 
Score: -6631816.000000 Penalty: 5628.059570
	Iteration 12Q: 3 clusters Score -6631816 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37569 members 
Mstep: Class 2 contains 47133 members 
Entering Unmasked Estep 
Score: -6632075.000000 Penalty: 5628.059570
	Iteration 13Q: 3 clusters Score -6632075 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37330 members 
Mstep: Class 2 contains 47372 members 
Entering Unmasked Estep 
Score: -6632249.000000 Penalty: 5628.059570
	Iteration 14Q: 3 clusters Score -6632249 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37039 members 
Mstep: Class 2 contains 47663 members 
Entering Unmasked Estep 
Score: -6632393.500000 Penalty: 5628.059570
	Iteration 15Q: 3 clusters Score -6632394 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36692 members 
Mstep: Class 2 contains 48010 members 
Entering Unmasked Estep 
Score: -6632555.500000 Penalty: 5628.059570
	Iteration 16Q: 3 clusters Score -6632556 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36282 members 
Mstep: Class 2 contains 48420 members 
Entering Unmasked Estep 
Score: -6632697.000000 Penalty: 5628.059570
	Iteration 17Q: 3 clusters Score -6632697 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35781 members 
Mstep: Class 2 contains 48921 members 
Entering Unmasked Estep 
Score: -6632834.000000 Penalty: 5628.059570
	Iteration 18Q: 3 clusters Score -6632834 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35184 members 
Mstep: Class 2 contains 49518 members 
Entering Unmasked Estep 
Score: -6633000.000000 Penalty: 5628.059570
	Iteration 19Q: 3 clusters Score -6633000 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34443 members 
Mstep: Class 2 contains 50259 members 
Entering Unmasked Estep 
Score: -6633211.000000 Penalty: 5628.059570
	Iteration 20F: 3 clusters Score -6633211 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33612 members 
Mstep: Class 2 contains 51090 members 
Entering Unmasked Estep 
Score: -6633444.500000 Penalty: 5628.059570
	Iteration 21Q: 3 clusters Score -6633444 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32600 members 
Mstep: Class 2 contains 52102 members 
Entering Unmasked Estep 
Score: -6633749.500000 Penalty: 5628.059570
	Iteration 22Q: 3 clusters Score -6633750 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31506 members 
Mstep: Class 2 contains 53196 members 
Entering Unmasked Estep 
Score: -6634088.000000 Penalty: 5628.059570
	Iteration 23Q: 3 clusters Score -6634088 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30251 members 
Mstep: Class 2 contains 54451 members 
Entering Unmasked Estep 
Score: -6634546.500000 Penalty: 5628.059570
	Iteration 24Q: 3 clusters Score -6634546 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28869 members 
Mstep: Class 2 contains 55833 members 
Entering Unmasked Estep 
Score: -6635094.000000 Penalty: 5628.059570
	Iteration 25Q: 3 clusters Score -6635094 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27320 members 
Mstep: Class 2 contains 57382 members 
Entering Unmasked Estep 
Score: -6635639.500000 Penalty: 5628.059570
	Iteration 26Q: 3 clusters Score -6635640 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25634 members 
Mstep: Class 2 contains 59068 members 
Entering Unmasked Estep 
Score: -6636452.000000 Penalty: 5628.059570
	Iteration 27Q: 3 clusters Score -6636452 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23810 members 
Mstep: Class 2 contains 60892 members 
Entering Unmasked Estep 
Score: -6637375.000000 Penalty: 5628.059570
	Iteration 28Q: 3 clusters Score -6637375 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21929 members 
Mstep: Class 2 contains 62773 members 
Entering Unmasked Estep 
Score: -6638271.000000 Penalty: 5628.059570
	Iteration 29Q: 3 clusters Score -6638271 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20093 members 
Mstep: Class 2 contains 64609 members 
Entering Unmasked Estep 
Score: -6639116.000000 Penalty: 5628.059570
	Iteration 30Q: 3 clusters Score -6639116 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 66325 members 
Entering Unmasked Estep 
Score: -6640033.000000 Penalty: 5628.059570
	Iteration 31Q: 3 clusters Score -6640033 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16862 members 
Mstep: Class 2 contains 67840 members 
Entering Unmasked Estep 
Score: -6640767.500000 Penalty: 5628.059570
	Iteration 32Q: 3 clusters Score -6640768 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 69183 members 
Entering Unmasked Estep 
Score: -6641394.500000 Penalty: 5628.059570
	Iteration 33Q: 3 clusters Score -6641394 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 70348 members 
Entering Unmasked Estep 
Score: -6641957.000000 Penalty: 5628.059570
	Iteration 34Q: 3 clusters Score -6641957 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 71380 members 
Entering Unmasked Estep 
Score: -6642399.000000 Penalty: 5628.059570
	Iteration 35Q: 3 clusters Score -6642399 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 72290 members 
Entering Unmasked Estep 
Score: -6642765.500000 Penalty: 5628.059570
	Iteration 36Q: 3 clusters Score -6642766 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 73099 members 
Entering Unmasked Estep 
Score: -6643081.000000 Penalty: 5628.059570
	Iteration 37Q: 3 clusters Score -6643081 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 73816 members 
Entering Unmasked Estep 
Score: -6643399.500000 Penalty: 5628.059570
	Iteration 38Q: 3 clusters Score -6643400 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 74410 members 
Entering Unmasked Estep 
Score: -6643577.500000 Penalty: 5628.059570
	Iteration 39Q: 3 clusters Score -6643578 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 74933 members 
Entering Unmasked Estep 
Score: -6643769.500000 Penalty: 5628.059570
	Iteration 40F: 3 clusters Score -6643770 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 75419 members 
Entering Unmasked Estep 
Score: -6643933.000000 Penalty: 5628.059570
	Iteration 41Q: 3 clusters Score -6643933 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 75818 members 
Entering Unmasked Estep 
Score: -6644056.500000 Penalty: 5628.059570
	Iteration 42Q: 3 clusters Score -6644056 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 76152 members 
Entering Unmasked Estep 
Score: -6644143.000000 Penalty: 5628.059570
	Iteration 43Q: 3 clusters Score -6644143 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 76430 members 
Entering Unmasked Estep 
Score: -6644201.500000 Penalty: 5628.059570
	Iteration 44Q: 3 clusters Score -6644202 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 76694 members 
Entering Unmasked Estep 
Score: -6644268.000000 Penalty: 5628.059570
	Iteration 45Q: 3 clusters Score -6644268 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 76931 members 
Entering Unmasked Estep 
Score: -6644334.000000 Penalty: 5628.059570
	Iteration 46Q: 3 clusters Score -6644334 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 77133 members 
Entering Unmasked Estep 
Score: -6644373.500000 Penalty: 5628.059570
	Iteration 47Q: 3 clusters Score -6644374 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 77300 members 
Entering Unmasked Estep 
Score: -6644408.000000 Penalty: 5628.059570
	Iteration 48Q: 3 clusters Score -6644408 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 77457 members 
Entering Unmasked Estep 
Score: -6644430.500000 Penalty: 5628.059570
	Iteration 49Q: 3 clusters Score -6644430 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 77595 members 
Entering Unmasked Estep 
Score: -6644449.000000 Penalty: 5628.059570
	Iteration 50Q: 3 clusters Score -6644449 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 77705 members 
Entering Unmasked Estep 
Score: -6644452.500000 Penalty: 5628.059570
	Iteration 51Q: 3 clusters Score -6644452 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 77799 members 
Entering Unmasked Estep 
Score: -6644472.000000 Penalty: 5628.059570
	Iteration 52Q: 3 clusters Score -6644472 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 77872 members 
Entering Unmasked Estep 
Score: -6644487.000000 Penalty: 5628.059570
	Iteration 53Q: 3 clusters Score -6644487 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 77955 members 
Entering Unmasked Estep 
Score: -6644504.000000 Penalty: 5628.059570
	Iteration 54Q: 3 clusters Score -6644504 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 78016 members 
Entering Unmasked Estep 
Score: -6644500.000000 Penalty: 5628.059570
	Iteration 55Q: 3 clusters Score -6644500 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 78079 members 
Entering Unmasked Estep 
Score: -6644512.500000 Penalty: 5628.059570
	Iteration 56Q: 3 clusters Score -6644512 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 78133 members 
Entering Unmasked Estep 
Score: -6644527.500000 Penalty: 5628.059570
	Iteration 57Q: 3 clusters Score -6644528 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 78185 members 
Entering Unmasked Estep 
Score: -6644545.500000 Penalty: 5628.059570
	Iteration 58Q: 3 clusters Score -6644546 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 78234 members 
Entering Unmasked Estep 
Score: -6644537.500000 Penalty: 5628.059570
	Iteration 59Q: 3 clusters Score -6644538 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 78270 members 
Entering Unmasked Estep 
Score: -6644547.500000 Penalty: 5628.059570
	Iteration 60F: 3 clusters Score -6644548 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 78296 members 
Entering Unmasked Estep 
Score: -6644542.000000 Penalty: 5628.059570
	Iteration 61Q: 3 clusters Score -6644542 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 78323 members 
Entering Unmasked Estep 
Score: -6644536.500000 Penalty: 5628.059570
	Iteration 62Q: 3 clusters Score -6644536 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 78343 members 
Entering Unmasked Estep 
Score: -6644535.500000 Penalty: 5628.059570
	Iteration 63Q: 3 clusters Score -6644536 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 78367 members 
Entering Unmasked Estep 
Score: -6644542.500000 Penalty: 5628.059570
	Iteration 64Q: 3 clusters Score -6644542 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 78395 members 
Entering Unmasked Estep 
Score: -6644535.500000 Penalty: 5628.059570
	Iteration 65Q: 3 clusters Score -6644536 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 78425 members 
Entering Unmasked Estep 
Score: -6644528.000000 Penalty: 5628.059570
	Iteration 66Q: 3 clusters Score -6644528 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 78451 members 
Entering Unmasked Estep 
Score: -6644533.500000 Penalty: 5628.059570
	Iteration 67Q: 3 clusters Score -6644534 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 78465 members 
Entering Unmasked Estep 
Score: -6644537.000000 Penalty: 5628.059570
	Iteration 68Q: 3 clusters Score -6644537 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 78476 members 
Entering Unmasked Estep 
Score: -6644537.000000 Penalty: 5628.059570
	Iteration 69Q: 3 clusters Score -6644537 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 78484 members 
Entering Unmasked Estep 
Score: -6644542.000000 Penalty: 5628.059570
	Iteration 70Q: 3 clusters Score -6644542 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 78495 members 
Entering Unmasked Estep 
Score: -6644550.000000 Penalty: 5628.059570
	Iteration 71Q: 3 clusters Score -6644550 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 78508 members 
Entering Unmasked Estep 
Score: -6644545.000000 Penalty: 5628.059570
	Iteration 72Q: 3 clusters Score -6644545 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 78526 members 
Entering Unmasked Estep 
Score: -6644537.000000 Penalty: 5628.059570
	Iteration 73Q: 3 clusters Score -6644537 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 78540 members 
Entering Unmasked Estep 
Score: -6644541.000000 Penalty: 5628.059570
	Iteration 74Q: 3 clusters Score -6644541 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 78549 members 
Entering Unmasked Estep 
Score: -6644537.500000 Penalty: 5628.059570
	Iteration 75Q: 3 clusters Score -6644538 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 78560 members 
Entering Unmasked Estep 
Score: -6644539.000000 Penalty: 5628.059570
	Iteration 76Q: 3 clusters Score -6644539 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 78573 members 
Entering Unmasked Estep 
Score: -6644538.000000 Penalty: 5628.059570
	Iteration 77Q: 3 clusters Score -6644538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 78577 members 
Entering Unmasked Estep 
Score: -6644544.500000 Penalty: 5628.059570
	Iteration 78Q: 3 clusters Score -6644544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 78579 members 
Entering Unmasked Estep 
Score: -6644542.000000 Penalty: 5628.059570
	Iteration 79Q: 3 clusters Score -6644542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 78580 members 
Entering Unmasked Estep 
Score: -6644546.500000 Penalty: 5628.059570
	Iteration 80F: 3 clusters Score -6644546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 78582 members 
Entering Unmasked Estep 
Score: -6644548.000000 Penalty: 5628.059570
	Iteration 81Q: 3 clusters Score -6644548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 78584 members 
Entering Unmasked Estep 
Score: -6644549.500000 Penalty: 5628.059570
	Iteration 82Q: 3 clusters Score -6644550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 78587 members 
Entering Unmasked Estep 
Score: -6644547.500000 Penalty: 5628.059570
	Iteration 83Q: 3 clusters Score -6644548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 78590 members 
Entering Unmasked Estep 
Score: -6644545.500000 Penalty: 5628.059570
	Iteration 84Q: 3 clusters Score -6644546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 78592 members 
Entering Unmasked Estep 
Score: -6644546.500000 Penalty: 5628.059570
	Iteration 85Q: 3 clusters Score -6644546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 78594 members 
Entering Unmasked Estep 
Score: -6644545.000000 Penalty: 5628.059570
	Iteration 86Q: 3 clusters Score -6644545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 78596 members 
Entering Unmasked Estep 
Score: -6644545.000000 Penalty: 5628.059570
	Iteration 87Q: 3 clusters Score -6644545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 78598 members 
Entering Unmasked Estep 
Score: -6644543.000000 Penalty: 5628.059570
	Iteration 88Q: 3 clusters Score -6644543 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 78600 members 
Entering Unmasked Estep 
Score: -6644548.500000 Penalty: 5628.059570
	Iteration 89Q: 3 clusters Score -6644548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 78603 members 
Entering Unmasked Estep 
Score: -6644536.500000 Penalty: 5628.059570
	Iteration 90Q: 3 clusters Score -6644536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 78609 members 
Entering Unmasked Estep 
Score: -6644542.000000 Penalty: 5628.059570
	Iteration 91Q: 3 clusters Score -6644542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 78615 members 
Entering Unmasked Estep 
Score: -6644539.500000 Penalty: 5628.059570
	Iteration 92Q: 3 clusters Score -6644540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 78620 members 
Entering Unmasked Estep 
Score: -6644542.500000 Penalty: 5628.059570
	Iteration 93Q: 3 clusters Score -6644542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 78623 members 
Entering Unmasked Estep 
Score: -6644545.000000 Penalty: 5628.059570
	Iteration 94Q: 3 clusters Score -6644545 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 78629 members 
Entering Unmasked Estep 
Score: -6644547.500000 Penalty: 5628.059570
	Iteration 95Q: 3 clusters Score -6644548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 78635 members 
Entering Unmasked Estep 
Score: -6644543.500000 Penalty: 5628.059570
	Iteration 96Q: 3 clusters Score -6644544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 78640 members 
Entering Unmasked Estep 
Score: -6644541.500000 Penalty: 5628.059570
	Iteration 97Q: 3 clusters Score -6644542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 78641 members 
Entering Unmasked Estep 
Score: -6644544.000000 Penalty: 5628.059570
	Iteration 98Q: 3 clusters Score -6644544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 78641 members 
Entering Unmasked Estep 
Score: -6644544.000000 Penalty: 5628.059570
	Iteration 99F: 3 clusters Score -6644544 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Entering Unmasked Estep 
Score: -160527.312500 Penalty: 1945.566040
	Iteration 0F: 2 clusters Score -160527.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -157613.609375 Penalty: 3891.132080
	Iteration 0F: 3 clusters Score -157613.6 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -158394.578125 Penalty: 3891.132080
	Iteration 1F: 3 clusters Score -158394.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -158732.890625 Penalty: 3891.132080
	Iteration 2F: 3 clusters Score -158732.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -158948.578125 Penalty: 3891.132080
	Iteration 3F: 3 clusters Score -158948.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -159154.500000 Penalty: 3891.132080
	Iteration 4Q: 3 clusters Score -159154.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -159345.968750 Penalty: 3891.132080
	Iteration 5Q: 3 clusters Score -159346 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -159471.328125 Penalty: 3891.132080
	Iteration 6Q: 3 clusters Score -159471.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -159559.796875 Penalty: 3891.132080
	Iteration 7Q: 3 clusters Score -159559.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -159613.765625 Penalty: 3891.132080
	Iteration 8Q: 3 clusters Score -159613.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -159648.375000 Penalty: 3891.132080
	Iteration 9Q: 3 clusters Score -159648.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -159678.250000 Penalty: 3891.132080
	Iteration 10Q: 3 clusters Score -159678.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -159696.656250 Penalty: 3891.132080
	Iteration 11Q: 3 clusters Score -159696.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -159709.046875 Penalty: 3891.132080
	Iteration 12Q: 3 clusters Score -159709 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -159721.937500 Penalty: 3891.132080
	Iteration 13Q: 3 clusters Score -159721.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -159744.125000 Penalty: 3891.132080
	Iteration 14Q: 3 clusters Score -159744.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -159759.078125 Penalty: 3891.132080
	Iteration 15Q: 3 clusters Score -159759.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -159780.875000 Penalty: 3891.132080
	Iteration 16Q: 3 clusters Score -159780.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -159795.875000 Penalty: 3891.132080
	Iteration 17Q: 3 clusters Score -159795.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -159810.140625 Penalty: 3891.132080
	Iteration 18Q: 3 clusters Score -159810.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -159817.953125 Penalty: 3891.132080
	Iteration 19Q: 3 clusters Score -159818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -159828.765625 Penalty: 3891.132080
	Iteration 20F: 3 clusters Score -159828.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -159836.531250 Penalty: 3891.132080
	Iteration 21Q: 3 clusters Score -159836.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -159842.234375 Penalty: 3891.132080
	Iteration 22Q: 3 clusters Score -159842.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -159848.531250 Penalty: 3891.132080
	Iteration 23Q: 3 clusters Score -159848.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -159856.593750 Penalty: 3891.132080
	Iteration 24Q: 3 clusters Score -159856.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -159861.093750 Penalty: 3891.132080
	Iteration 25Q: 3 clusters Score -159861.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -159868.531250 Penalty: 3891.132080
	Iteration 26Q: 3 clusters Score -159868.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -159877.390625 Penalty: 3891.132080
	Iteration 27Q: 3 clusters Score -159877.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -159890.578125 Penalty: 3891.132080
	Iteration 28Q: 3 clusters Score -159890.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -159905.265625 Penalty: 3891.132080
	Iteration 29Q: 3 clusters Score -159905.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -159913.312500 Penalty: 3891.132080
	Iteration 30Q: 3 clusters Score -159913.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -159918.812500 Penalty: 3891.132080
	Iteration 31Q: 3 clusters Score -159918.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -159922.000000 Penalty: 3891.132080
	Iteration 32Q: 3 clusters Score -159922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -159924.781250 Penalty: 3891.132080
	Iteration 33Q: 3 clusters Score -159924.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -159927.453125 Penalty: 3891.132080
	Iteration 34Q: 3 clusters Score -159927.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -159930.171875 Penalty: 3891.132080
	Iteration 35Q: 3 clusters Score -159930.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -159937.468750 Penalty: 3891.132080
	Iteration 36Q: 3 clusters Score -159937.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -159941.187500 Penalty: 3891.132080
	Iteration 37Q: 3 clusters Score -159941.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -159945.312500 Penalty: 3891.132080
	Iteration 38Q: 3 clusters Score -159945.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -159946.937500 Penalty: 3891.132080
	Iteration 39Q: 3 clusters Score -159946.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -159949.671875 Penalty: 3891.132080
	Iteration 40F: 3 clusters Score -159949.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -159950.843750 Penalty: 3891.132080
	Iteration 41Q: 3 clusters Score -159950.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -159953.390625 Penalty: 3891.132080
	Iteration 42Q: 3 clusters Score -159953.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -159959.125000 Penalty: 3891.132080
	Iteration 43Q: 3 clusters Score -159959.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -159967.140625 Penalty: 3891.132080
	Iteration 44Q: 3 clusters Score -159967.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -159976.062500 Penalty: 3891.132080
	Iteration 45Q: 3 clusters Score -159976.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -159981.687500 Penalty: 3891.132080
	Iteration 46Q: 3 clusters Score -159981.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -159986.015625 Penalty: 3891.132080
	Iteration 47Q: 3 clusters Score -159986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -159991.093750 Penalty: 3891.132080
	Iteration 48Q: 3 clusters Score -159991.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -160002.000000 Penalty: 3891.132080
	Iteration 49Q: 3 clusters Score -160002 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -160013.546875 Penalty: 3891.132080
	Iteration 50Q: 3 clusters Score -160013.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -160019.312500 Penalty: 3891.132080
	Iteration 51Q: 3 clusters Score -160019.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -160024.906250 Penalty: 3891.132080
	Iteration 52Q: 3 clusters Score -160024.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -160029.265625 Penalty: 3891.132080
	Iteration 53Q: 3 clusters Score -160029.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -160033.531250 Penalty: 3891.132080
	Iteration 54Q: 3 clusters Score -160033.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -160037.625000 Penalty: 3891.132080
	Iteration 55Q: 3 clusters Score -160037.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -160041.156250 Penalty: 3891.132080
	Iteration 56Q: 3 clusters Score -160041.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -160043.546875 Penalty: 3891.132080
	Iteration 57Q: 3 clusters Score -160043.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -160043.687500 Penalty: 3891.132080
	Iteration 58Q: 3 clusters Score -160043.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -160044.109375 Penalty: 3891.132080
	Iteration 59Q: 3 clusters Score -160044.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -160044.718750 Penalty: 3891.132080
	Iteration 60F: 3 clusters Score -160044.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (29251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29251 members 
Entering Unmasked Estep 
Score: -2286924.500000 Penalty: 2550.350098
	Iteration 0F: 2 clusters Score -2286924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -2266981.750000 Penalty: 5100.700195
	Iteration 0F: 3 clusters Score -2266982 nChanged 12999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -2274036.500000 Penalty: 5100.700195
	Iteration 1F: 3 clusters Score -2274036 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -2274887.000000 Penalty: 5100.700195
	Iteration 2F: 3 clusters Score -2274887 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15789 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -2276204.000000 Penalty: 5100.700195
	Iteration 3F: 3 clusters Score -2276204 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16287 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -2278097.250000 Penalty: 5100.700195
	Iteration 4F: 3 clusters Score -2278097 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16835 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -2280282.750000 Penalty: 5100.700195
	Iteration 5F: 3 clusters Score -2280283 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17651 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -2282382.250000 Penalty: 5100.700195
	Iteration 6F: 3 clusters Score -2282382 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18819 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -2284260.000000 Penalty: 5100.700195
	Iteration 7F: 3 clusters Score -2284260 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20125 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -2285833.000000 Penalty: 5100.700195
	Iteration 8F: 3 clusters Score -2285833 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21379 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -2287103.750000 Penalty: 5100.700195
	Iteration 9F: 3 clusters Score -2287104 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22441 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -2288104.750000 Penalty: 5100.700195
	Iteration 10Q: 3 clusters Score -2288105 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23235 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -2288794.250000 Penalty: 5100.700195
	Iteration 11Q: 3 clusters Score -2288794 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23790 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -2289230.250000 Penalty: 5100.700195
	Iteration 12Q: 3 clusters Score -2289230 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24139 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -2289413.500000 Penalty: 5100.700195
	Iteration 13Q: 3 clusters Score -2289414 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24382 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -2289520.750000 Penalty: 5100.700195
	Iteration 14Q: 3 clusters Score -2289521 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24568 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -2289583.500000 Penalty: 5100.700195
	Iteration 15Q: 3 clusters Score -2289584 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24703 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -2289611.500000 Penalty: 5100.700195
	Iteration 16Q: 3 clusters Score -2289612 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24792 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -2289623.250000 Penalty: 5100.700195
	Iteration 17Q: 3 clusters Score -2289623 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24851 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -2289639.750000 Penalty: 5100.700195
	Iteration 18Q: 3 clusters Score -2289640 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24908 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -2289641.500000 Penalty: 5100.700195
	Iteration 19Q: 3 clusters Score -2289642 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24951 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -2289650.750000 Penalty: 5100.700195
	Iteration 20F: 3 clusters Score -2289651 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24983 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -2289660.250000 Penalty: 5100.700195
	Iteration 21Q: 3 clusters Score -2289660 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25013 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -2289664.250000 Penalty: 5100.700195
	Iteration 22Q: 3 clusters Score -2289664 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25039 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -2289663.750000 Penalty: 5100.700195
	Iteration 23Q: 3 clusters Score -2289664 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25064 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -2289667.750000 Penalty: 5100.700195
	Iteration 24Q: 3 clusters Score -2289668 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25079 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -2289670.500000 Penalty: 5100.700195
	Iteration 25Q: 3 clusters Score -2289670 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25093 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -2289671.750000 Penalty: 5100.700195
	Iteration 26Q: 3 clusters Score -2289672 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25105 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -2289682.000000 Penalty: 5100.700195
	Iteration 27Q: 3 clusters Score -2289682 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25113 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -2289684.000000 Penalty: 5100.700195
	Iteration 28Q: 3 clusters Score -2289684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25119 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -2289683.500000 Penalty: 5100.700195
	Iteration 29Q: 3 clusters Score -2289684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25123 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -2289684.000000 Penalty: 5100.700195
	Iteration 30Q: 3 clusters Score -2289684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25127 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -2289681.500000 Penalty: 5100.700195
	Iteration 31Q: 3 clusters Score -2289682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25128 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -2289683.750000 Penalty: 5100.700195
	Iteration 32Q: 3 clusters Score -2289684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25129 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -2289685.750000 Penalty: 5100.700195
	Iteration 33Q: 3 clusters Score -2289686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25132 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -2289685.500000 Penalty: 5100.700195
	Iteration 34Q: 3 clusters Score -2289686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25133 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -2289678.750000 Penalty: 5100.700195
	Iteration 35Q: 3 clusters Score -2289679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25134 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -2289677.750000 Penalty: 5100.700195
	Iteration 36Q: 3 clusters Score -2289678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25135 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -2289682.250000 Penalty: 5100.700195
	Iteration 37Q: 3 clusters Score -2289682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25137 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -2289680.500000 Penalty: 5100.700195
	Iteration 38Q: 3 clusters Score -2289680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25139 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -2289676.500000 Penalty: 5100.700195
	Iteration 39Q: 3 clusters Score -2289676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25141 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -2289675.750000 Penalty: 5100.700195
	Iteration 40F: 3 clusters Score -2289676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25144 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -2289679.000000 Penalty: 5100.700195
	Iteration 41Q: 3 clusters Score -2289679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25146 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -2289682.000000 Penalty: 5100.700195
	Iteration 42Q: 3 clusters Score -2289682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25149 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -2289685.000000 Penalty: 5100.700195
	Iteration 43Q: 3 clusters Score -2289685 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25149 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -2289685.000000 Penalty: 5100.700195
	Iteration 44F: 3 clusters Score -2289685 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 122338 members 
Mstep: Class 2 contains 37026 members 
Mstep: Class 3 contains 1308 members 
Mstep: Class 4 contains 154101 members 
Mstep: Class 5 contains 8989 members 
Mstep: Class 6 contains 13714 members 
Mstep: Class 7 contains 24796 members 
Mstep: Class 8 contains 2812 members 
Mstep: Class 9 contains 2854 members 
Mstep: Class 10 contains 10559 members 
Mstep: Class 11 contains 8132 members 
Mstep: Class 12 contains 6548 members 
Mstep: Class 13 contains 84702 members 
Mstep: Class 14 contains 2553 members 
Mstep: Class 15 contains 25149 members 
Mstep: Class 16 contains 8410 members 
Mstep: Class 17 contains 17371 members 
Mstep: Class 18 contains 76040 members 
Mstep: Class 19 contains 11487 members 
Mstep: Class 20 contains 659789 members 
Mstep: Class 21 contains 27548 members 
Mstep: Class 22 contains 8384 members 
Mstep: Class 23 contains 2777 members 
Mstep: Class 24 contains 54874 members 
Mstep: Class 25 contains 16987 members 
Mstep: Class 26 contains 6467 members 
Mstep: Class 27 contains 63263 members 
Mstep: Class 28 contains 4102 members 
Entering Unmasked Estep 
Score: -111937880.000000 Penalty: 98577.468750
Splitting cluster 15 changes total score from -111936544.000000 to -111937880.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 16 (8410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Entering Unmasked Estep 
Score: -602550.125000 Penalty: 2241.219971
	Iteration 0F: 2 clusters Score -602550.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -595963.750000 Penalty: 4482.439941
	Iteration 0F: 3 clusters Score -595963.8 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -597932.937500 Penalty: 4482.439941
	Iteration 1F: 3 clusters Score -597932.9 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -598436.187500 Penalty: 4482.439941
	Iteration 2F: 3 clusters Score -598436.2 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -599004.250000 Penalty: 4482.439941
	Iteration 3F: 3 clusters Score -599004.2 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -599687.687500 Penalty: 4482.439941
	Iteration 4F: 3 clusters Score -599687.7 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -600373.000000 Penalty: 4482.439941
	Iteration 5F: 3 clusters Score -600373 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -600901.750000 Penalty: 4482.439941
	Iteration 6F: 3 clusters Score -600901.8 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -601253.937500 Penalty: 4482.439941
	Iteration 7Q: 3 clusters Score -601253.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -601501.187500 Penalty: 4482.439941
	Iteration 8Q: 3 clusters Score -601501.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -601647.062500 Penalty: 4482.439941
	Iteration 9Q: 3 clusters Score -601647.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -601739.187500 Penalty: 4482.439941
	Iteration 10Q: 3 clusters Score -601739.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -601804.250000 Penalty: 4482.439941
	Iteration 11Q: 3 clusters Score -601804.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -601863.625000 Penalty: 4482.439941
	Iteration 12Q: 3 clusters Score -601863.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -601908.437500 Penalty: 4482.439941
	Iteration 13Q: 3 clusters Score -601908.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -601949.312500 Penalty: 4482.439941
	Iteration 14Q: 3 clusters Score -601949.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -601986.375000 Penalty: 4482.439941
	Iteration 15Q: 3 clusters Score -601986.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -602021.000000 Penalty: 4482.439941
	Iteration 16Q: 3 clusters Score -602021 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -602055.750000 Penalty: 4482.439941
	Iteration 17Q: 3 clusters Score -602055.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -602088.562500 Penalty: 4482.439941
	Iteration 18Q: 3 clusters Score -602088.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -602130.750000 Penalty: 4482.439941
	Iteration 19Q: 3 clusters Score -602130.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -602193.937500 Penalty: 4482.439941
	Iteration 20F: 3 clusters Score -602193.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -602274.562500 Penalty: 4482.439941
	Iteration 21Q: 3 clusters Score -602274.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -602364.625000 Penalty: 4482.439941
	Iteration 22Q: 3 clusters Score -602364.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -602465.812500 Penalty: 4482.439941
	Iteration 23Q: 3 clusters Score -602465.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -602596.125000 Penalty: 4482.439941
	Iteration 24Q: 3 clusters Score -602596.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -602820.437500 Penalty: 4482.439941
	Iteration 25Q: 3 clusters Score -602820.4 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -603143.187500 Penalty: 4482.439941
	Iteration 26Q: 3 clusters Score -603143.2 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -603654.875000 Penalty: 4482.439941
	Iteration 27F: 3 clusters Score -603654.9 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -604243.562500 Penalty: 4482.439941
	Iteration 28F: 3 clusters Score -604243.6 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -604737.125000 Penalty: 4482.439941
	Iteration 29F: 3 clusters Score -604737.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -604961.812500 Penalty: 4482.439941
	Iteration 30Q: 3 clusters Score -604961.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -605016.687500 Penalty: 4482.439941
	Iteration 31Q: 3 clusters Score -605016.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -605036.750000 Penalty: 4482.439941
	Iteration 32Q: 3 clusters Score -605036.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -605047.500000 Penalty: 4482.439941
	Iteration 33Q: 3 clusters Score -605047.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -605049.937500 Penalty: 4482.439941
	Iteration 34Q: 3 clusters Score -605049.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -605050.312500 Penalty: 4482.439941
	Iteration 35Q: 3 clusters Score -605050.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -605054.500000 Penalty: 4482.439941
	Iteration 36Q: 3 clusters Score -605054.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -605057.125000 Penalty: 4482.439941
	Iteration 37Q: 3 clusters Score -605057.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -605058.312500 Penalty: 4482.439941
	Iteration 38Q: 3 clusters Score -605058.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -605059.062500 Penalty: 4482.439941
	Iteration 39Q: 3 clusters Score -605059.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -605058.437500 Penalty: 4482.439941
	Iteration 40F: 3 clusters Score -605058.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -605058.187500 Penalty: 4482.439941
	Iteration 41Q: 3 clusters Score -605058.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -605058.187500 Penalty: 4482.439941
	Iteration 42Q: 3 clusters Score -605058.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -605059.750000 Penalty: 4482.439941
	Iteration 43Q: 3 clusters Score -605059.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -605059.750000 Penalty: 4482.439941
	Iteration 44F: 3 clusters Score -605059.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 122338 members 
Mstep: Class 2 contains 37026 members 
Mstep: Class 3 contains 1308 members 
Mstep: Class 4 contains 154101 members 
Mstep: Class 5 contains 8989 members 
Mstep: Class 6 contains 13714 members 
Mstep: Class 7 contains 24796 members 
Mstep: Class 8 contains 2812 members 
Mstep: Class 9 contains 2854 members 
Mstep: Class 10 contains 10559 members 
Mstep: Class 11 contains 8132 members 
Mstep: Class 12 contains 6548 members 
Mstep: Class 13 contains 84702 members 
Mstep: Class 14 contains 2553 members 
Mstep: Class 15 contains 25149 members 
Mstep: Class 16 contains 3560 members 
Mstep: Class 17 contains 17371 members 
Mstep: Class 18 contains 76040 members 
Mstep: Class 19 contains 11487 members 
Mstep: Class 20 contains 659789 members 
Mstep: Class 21 contains 27548 members 
Mstep: Class 22 contains 8384 members 
Mstep: Class 23 contains 2777 members 
Mstep: Class 24 contains 54874 members 
Mstep: Class 25 contains 16987 members 
Mstep: Class 26 contains 6467 members 
Mstep: Class 27 contains 63263 members 
Mstep: Class 28 contains 4102 members 
Mstep: Class 29 contains 4850 members 
Entering Unmasked Estep 
Score: -111938856.000000 Penalty: 102098.093750
Splitting cluster 16 changes total score from -111936544.000000 to -111938856.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 17 (17371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17371 members 
Entering Unmasked Estep 
Score: -1429360.625000 Penalty: 2421.114258
	Iteration 0F: 2 clusters Score -1429361 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 8686 members 
Entering Unmasked Estep 
Score: -1416850.875000 Penalty: 4842.228516
	Iteration 0F: 3 clusters Score -1416851 nChanged 7584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -1421060.625000 Penalty: 4842.228516
	Iteration 1F: 3 clusters Score -1421061 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -1421620.750000 Penalty: 4842.228516
	Iteration 2F: 3 clusters Score -1421621 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1422179.625000 Penalty: 4842.228516
	Iteration 3F: 3 clusters Score -1422180 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -1422754.875000 Penalty: 4842.228516
	Iteration 4F: 3 clusters Score -1422755 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -1423319.750000 Penalty: 4842.228516
	Iteration 5F: 3 clusters Score -1423320 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1423909.875000 Penalty: 4842.228516
	Iteration 6F: 3 clusters Score -1423910 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1424589.125000 Penalty: 4842.228516
	Iteration 7F: 3 clusters Score -1424589 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1425352.000000 Penalty: 4842.228516
	Iteration 8F: 3 clusters Score -1425352 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1426092.750000 Penalty: 4842.228516
	Iteration 9F: 3 clusters Score -1426093 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1426665.750000 Penalty: 4842.228516
	Iteration 10Q: 3 clusters Score -1426666 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1427051.250000 Penalty: 4842.228516
	Iteration 11Q: 3 clusters Score -1427051 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1427282.750000 Penalty: 4842.228516
	Iteration 12Q: 3 clusters Score -1427283 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1427407.375000 Penalty: 4842.228516
	Iteration 13Q: 3 clusters Score -1427407 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1427489.500000 Penalty: 4842.228516
	Iteration 14Q: 3 clusters Score -1427490 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1427551.250000 Penalty: 4842.228516
	Iteration 15Q: 3 clusters Score -1427551 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14759 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1427597.375000 Penalty: 4842.228516
	Iteration 16Q: 3 clusters Score -1427597 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1427647.750000 Penalty: 4842.228516
	Iteration 17Q: 3 clusters Score -1427648 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1427670.000000 Penalty: 4842.228516
	Iteration 18Q: 3 clusters Score -1427670 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1427690.250000 Penalty: 4842.228516
	Iteration 19Q: 3 clusters Score -1427690 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1427716.375000 Penalty: 4842.228516
	Iteration 20F: 3 clusters Score -1427716 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1427734.750000 Penalty: 4842.228516
	Iteration 21Q: 3 clusters Score -1427735 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1427757.125000 Penalty: 4842.228516
	Iteration 22Q: 3 clusters Score -1427757 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15278 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1427776.875000 Penalty: 4842.228516
	Iteration 23Q: 3 clusters Score -1427777 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1427796.375000 Penalty: 4842.228516
	Iteration 24Q: 3 clusters Score -1427796 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1427823.375000 Penalty: 4842.228516
	Iteration 25Q: 3 clusters Score -1427823 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1427844.000000 Penalty: 4842.228516
	Iteration 26Q: 3 clusters Score -1427844 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15547 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1427871.625000 Penalty: 4842.228516
	Iteration 27Q: 3 clusters Score -1427872 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15608 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1427895.250000 Penalty: 4842.228516
	Iteration 28Q: 3 clusters Score -1427895 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15656 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1427904.500000 Penalty: 4842.228516
	Iteration 29Q: 3 clusters Score -1427904 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15690 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1427914.500000 Penalty: 4842.228516
	Iteration 30Q: 3 clusters Score -1427914 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1427928.500000 Penalty: 4842.228516
	Iteration 31Q: 3 clusters Score -1427928 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15781 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1427945.500000 Penalty: 4842.228516
	Iteration 32Q: 3 clusters Score -1427946 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15835 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1427963.125000 Penalty: 4842.228516
	Iteration 33Q: 3 clusters Score -1427963 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15880 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1427977.875000 Penalty: 4842.228516
	Iteration 34Q: 3 clusters Score -1427978 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1427995.250000 Penalty: 4842.228516
	Iteration 35Q: 3 clusters Score -1427995 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15954 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1428005.625000 Penalty: 4842.228516
	Iteration 36Q: 3 clusters Score -1428006 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15988 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1428020.500000 Penalty: 4842.228516
	Iteration 37Q: 3 clusters Score -1428020 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1428033.000000 Penalty: 4842.228516
	Iteration 38Q: 3 clusters Score -1428033 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1428038.125000 Penalty: 4842.228516
	Iteration 39Q: 3 clusters Score -1428038 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1428048.375000 Penalty: 4842.228516
	Iteration 40F: 3 clusters Score -1428048 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16094 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1428052.125000 Penalty: 4842.228516
	Iteration 41Q: 3 clusters Score -1428052 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16121 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1428064.250000 Penalty: 4842.228516
	Iteration 42Q: 3 clusters Score -1428064 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16141 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1428070.000000 Penalty: 4842.228516
	Iteration 43Q: 3 clusters Score -1428070 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16160 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1428074.750000 Penalty: 4842.228516
	Iteration 44Q: 3 clusters Score -1428075 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16177 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1428088.375000 Penalty: 4842.228516
	Iteration 45Q: 3 clusters Score -1428088 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16189 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1428089.875000 Penalty: 4842.228516
	Iteration 46Q: 3 clusters Score -1428090 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16199 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1428090.375000 Penalty: 4842.228516
	Iteration 47Q: 3 clusters Score -1428090 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1428091.875000 Penalty: 4842.228516
	Iteration 48Q: 3 clusters Score -1428092 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16224 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1428096.250000 Penalty: 4842.228516
	Iteration 49Q: 3 clusters Score -1428096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16230 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1428097.000000 Penalty: 4842.228516
	Iteration 50Q: 3 clusters Score -1428097 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1428098.625000 Penalty: 4842.228516
	Iteration 51Q: 3 clusters Score -1428099 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1428101.875000 Penalty: 4842.228516
	Iteration 52Q: 3 clusters Score -1428102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16240 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1428104.750000 Penalty: 4842.228516
	Iteration 53Q: 3 clusters Score -1428105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16242 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1428103.875000 Penalty: 4842.228516
	Iteration 54Q: 3 clusters Score -1428104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16243 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1428105.375000 Penalty: 4842.228516
	Iteration 55Q: 3 clusters Score -1428105 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16243 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1428105.375000 Penalty: 4842.228516
	Iteration 56F: 3 clusters Score -1428105 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (76040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76040 members 
Entering Unmasked Estep 
Score: -6132599.500000 Penalty: 2787.275635
	Iteration 0F: 2 clusters Score -6132600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38287 members 
Mstep: Class 2 contains 37753 members 
Entering Unmasked Estep 
Score: -6081869.500000 Penalty: 5574.551270
	Iteration 0F: 3 clusters Score -6081870 nChanged 35444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40965 members 
Mstep: Class 2 contains 35075 members 
Entering Unmasked Estep 
Score: -6102170.500000 Penalty: 5574.551270
	Iteration 1F: 3 clusters Score -6102170 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42822 members 
Mstep: Class 2 contains 33218 members 
Entering Unmasked Estep 
Score: -6103191.000000 Penalty: 5574.551270
	Iteration 2Q: 3 clusters Score -6103191 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45510 members 
Mstep: Class 2 contains 30530 members 
Entering Unmasked Estep 
Score: -6104641.000000 Penalty: 5574.551270
	Iteration 3Q: 3 clusters Score -6104641 nChanged 4226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49340 members 
Mstep: Class 2 contains 26700 members 
Entering Unmasked Estep 
Score: -6107164.000000 Penalty: 5574.551270
	Iteration 4F: 3 clusters Score -6107164 nChanged 5274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54398 members 
Mstep: Class 2 contains 21642 members 
Entering Unmasked Estep 
Score: -6110943.500000 Penalty: 5574.551270
	Iteration 5F: 3 clusters Score -6110944 nChanged 6178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60448 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -6116203.500000 Penalty: 5574.551270
	Iteration 6F: 3 clusters Score -6116204 nChanged 6063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66437 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -6121895.500000 Penalty: 5574.551270
	Iteration 7F: 3 clusters Score -6121896 nChanged 4467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70844 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -6126042.500000 Penalty: 5574.551270
	Iteration 8F: 3 clusters Score -6126042 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73408 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -6128352.000000 Penalty: 5574.551270
	Iteration 9Q: 3 clusters Score -6128352 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74536 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -6129337.500000 Penalty: 5574.551270
	Iteration 10Q: 3 clusters Score -6129338 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75022 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -6129774.500000 Penalty: 5574.551270
	Iteration 11Q: 3 clusters Score -6129774 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75240 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -6129959.500000 Penalty: 5574.551270
	Iteration 12Q: 3 clusters Score -6129960 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75351 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -6130092.500000 Penalty: 5574.551270
	Iteration 13Q: 3 clusters Score -6130092 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75414 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -6130164.500000 Penalty: 5574.551270
	Iteration 14Q: 3 clusters Score -6130164 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75449 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -6130202.000000 Penalty: 5574.551270
	Iteration 15Q: 3 clusters Score -6130202 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75474 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -6130236.000000 Penalty: 5574.551270
	Iteration 16Q: 3 clusters Score -6130236 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75495 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -6130251.500000 Penalty: 5574.551270
	Iteration 17Q: 3 clusters Score -6130252 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75507 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -6130275.000000 Penalty: 5574.551270
	Iteration 18Q: 3 clusters Score -6130275 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75519 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -6130284.500000 Penalty: 5574.551270
	Iteration 19Q: 3 clusters Score -6130284 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75524 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -6130292.500000 Penalty: 5574.551270
	Iteration 20F: 3 clusters Score -6130292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75526 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -6130295.500000 Penalty: 5574.551270
	Iteration 21Q: 3 clusters Score -6130296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75528 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -6130295.500000 Penalty: 5574.551270
	Iteration 22Q: 3 clusters Score -6130296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75533 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -6130302.000000 Penalty: 5574.551270
	Iteration 23Q: 3 clusters Score -6130302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75535 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -6130305.500000 Penalty: 5574.551270
	Iteration 24Q: 3 clusters Score -6130306 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75540 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -6130301.500000 Penalty: 5574.551270
	Iteration 25Q: 3 clusters Score -6130302 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75546 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -6130319.000000 Penalty: 5574.551270
	Iteration 26Q: 3 clusters Score -6130319 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75550 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -6130326.500000 Penalty: 5574.551270
	Iteration 27Q: 3 clusters Score -6130326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75551 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -6130327.000000 Penalty: 5574.551270
	Iteration 28Q: 3 clusters Score -6130327 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75552 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -6130337.000000 Penalty: 5574.551270
	Iteration 29Q: 3 clusters Score -6130337 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75551 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -6130340.500000 Penalty: 5574.551270
	Iteration 30Q: 3 clusters Score -6130340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75549 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -6130337.500000 Penalty: 5574.551270
	Iteration 31Q: 3 clusters Score -6130338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75550 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -6130344.500000 Penalty: 5574.551270
	Iteration 32Q: 3 clusters Score -6130344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75550 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -6130341.000000 Penalty: 5574.551270
	Iteration 33Q: 3 clusters Score -6130341 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75551 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -6130345.000000 Penalty: 5574.551270
	Iteration 34Q: 3 clusters Score -6130345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75552 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -6130347.000000 Penalty: 5574.551270
	Iteration 35Q: 3 clusters Score -6130347 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75552 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -6130347.000000 Penalty: 5574.551270
	Iteration 36F: 3 clusters Score -6130347 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Entering Unmasked Estep 
Score: -859295.375000 Penalty: 2318.544922
	Iteration 0F: 2 clusters Score -859295.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -850729.187500 Penalty: 4637.089844
	Iteration 0F: 3 clusters Score -850729.2 nChanged 4802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -853351.125000 Penalty: 4637.089844
	Iteration 1F: 3 clusters Score -853351.1 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -853813.687500 Penalty: 4637.089844
	Iteration 2F: 3 clusters Score -853813.7 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -854349.250000 Penalty: 4637.089844
	Iteration 3F: 3 clusters Score -854349.2 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -855208.062500 Penalty: 4637.089844
	Iteration 4F: 3 clusters Score -855208.1 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -856515.125000 Penalty: 4637.089844
	Iteration 5F: 3 clusters Score -856515.1 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -857847.937500 Penalty: 4637.089844
	Iteration 6F: 3 clusters Score -857847.9 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -858799.750000 Penalty: 4637.089844
	Iteration 7F: 3 clusters Score -858799.8 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -859426.312500 Penalty: 4637.089844
	Iteration 8F: 3 clusters Score -859426.3 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -859882.125000 Penalty: 4637.089844
	Iteration 9Q: 3 clusters Score -859882.1 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -860214.312500 Penalty: 4637.089844
	Iteration 10Q: 3 clusters Score -860214.3 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -860452.312500 Penalty: 4637.089844
	Iteration 11Q: 3 clusters Score -860452.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -860622.000000 Penalty: 4637.089844
	Iteration 12Q: 3 clusters Score -860622 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -860747.312500 Penalty: 4637.089844
	Iteration 13Q: 3 clusters Score -860747.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -860819.562500 Penalty: 4637.089844
	Iteration 14Q: 3 clusters Score -860819.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -860867.687500 Penalty: 4637.089844
	Iteration 15Q: 3 clusters Score -860867.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -860912.125000 Penalty: 4637.089844
	Iteration 16Q: 3 clusters Score -860912.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -860953.625000 Penalty: 4637.089844
	Iteration 17Q: 3 clusters Score -860953.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -861007.312500 Penalty: 4637.089844
	Iteration 18Q: 3 clusters Score -861007.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -861073.500000 Penalty: 4637.089844
	Iteration 19Q: 3 clusters Score -861073.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -861176.875000 Penalty: 4637.089844
	Iteration 20F: 3 clusters Score -861176.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -861292.750000 Penalty: 4637.089844
	Iteration 21Q: 3 clusters Score -861292.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -861362.000000 Penalty: 4637.089844
	Iteration 22Q: 3 clusters Score -861362 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -861385.062500 Penalty: 4637.089844
	Iteration 23Q: 3 clusters Score -861385.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -861398.812500 Penalty: 4637.089844
	Iteration 24Q: 3 clusters Score -861398.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -861411.875000 Penalty: 4637.089844
	Iteration 25Q: 3 clusters Score -861411.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -861422.250000 Penalty: 4637.089844
	Iteration 26Q: 3 clusters Score -861422.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -861425.625000 Penalty: 4637.089844
	Iteration 27Q: 3 clusters Score -861425.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -861428.750000 Penalty: 4637.089844
	Iteration 28Q: 3 clusters Score -861428.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -861431.375000 Penalty: 4637.089844
	Iteration 29Q: 3 clusters Score -861431.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -861433.687500 Penalty: 4637.089844
	Iteration 30Q: 3 clusters Score -861433.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -861432.000000 Penalty: 4637.089844
	Iteration 31Q: 3 clusters Score -861432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -861432.250000 Penalty: 4637.089844
	Iteration 32Q: 3 clusters Score -861432.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -861432.625000 Penalty: 4637.089844
	Iteration 33Q: 3 clusters Score -861432.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -861434.375000 Penalty: 4637.089844
	Iteration 34Q: 3 clusters Score -861434.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -861434.812500 Penalty: 4637.089844
	Iteration 35Q: 3 clusters Score -861434.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -861435.000000 Penalty: 4637.089844
	Iteration 36Q: 3 clusters Score -861435 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -861435.875000 Penalty: 4637.089844
	Iteration 37Q: 3 clusters Score -861435.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -861438.687500 Penalty: 4637.089844
	Iteration 38Q: 3 clusters Score -861438.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -861437.437500 Penalty: 4637.089844
	Iteration 39Q: 3 clusters Score -861437.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -861438.250000 Penalty: 4637.089844
	Iteration 40F: 3 clusters Score -861438.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -861438.625000 Penalty: 4637.089844
	Iteration 41Q: 3 clusters Score -861438.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -861438.625000 Penalty: 4637.089844
	Iteration 42F: 3 clusters Score -861438.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 122338 members 
Mstep: Class 2 contains 37026 members 
Mstep: Class 3 contains 1308 members 
Mstep: Class 4 contains 154101 members 
Mstep: Class 5 contains 8989 members 
Mstep: Class 6 contains 13714 members 
Mstep: Class 7 contains 24796 members 
Mstep: Class 8 contains 2812 members 
Mstep: Class 9 contains 2854 members 
Mstep: Class 10 contains 10559 members 
Mstep: Class 11 contains 8132 members 
Mstep: Class 12 contains 6548 members 
Mstep: Class 13 contains 84702 members 
Mstep: Class 14 contains 2553 members 
Mstep: Class 15 contains 25149 members 
Mstep: Class 16 contains 3560 members 
Mstep: Class 17 contains 17371 members 
Mstep: Class 18 contains 76040 members 
Mstep: Class 19 contains 8640 members 
Mstep: Class 20 contains 659789 members 
Mstep: Class 21 contains 27548 members 
Mstep: Class 22 contains 8384 members 
Mstep: Class 23 contains 2777 members 
Mstep: Class 24 contains 54874 members 
Mstep: Class 25 contains 16987 members 
Mstep: Class 26 contains 6467 members 
Mstep: Class 27 contains 63263 members 
Mstep: Class 28 contains 4102 members 
Mstep: Class 29 contains 4850 members 
Mstep: Class 30 contains 2847 members 
Entering Unmasked Estep 
Score: -111939688.000000 Penalty: 105618.718750
Splitting cluster 19 changes total score from -111936544.000000 to -111939688.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 20 (659789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659789 members 
Entering Unmasked Estep 
Score: -51785524.000000 Penalty: 3323.119385
	Iteration 0F: 2 clusters Score -5.178552e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330842 members 
Mstep: Class 2 contains 328947 members 
Entering Unmasked Estep 
Score: -51339260.000000 Penalty: 6646.238770
	Iteration 0F: 3 clusters Score -5.133926e+07 nChanged 322755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361377 members 
Mstep: Class 2 contains 298412 members 
Entering Unmasked Estep 
Score: -51535992.000000 Penalty: 6646.238770
	Iteration 1F: 3 clusters Score -5.153599e+07 nChanged 24695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381462 members 
Mstep: Class 2 contains 278327 members 
Entering Unmasked Estep 
Score: -51544820.000000 Penalty: 6646.238770
	Iteration 2Q: 3 clusters Score -5.154482e+07 nChanged 35464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412782 members 
Mstep: Class 2 contains 247007 members 
Entering Unmasked Estep 
Score: -51563528.000000 Penalty: 6646.238770
	Iteration 3F: 3 clusters Score -5.156353e+07 nChanged 49502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457710 members 
Mstep: Class 2 contains 202079 members 
Entering Unmasked Estep 
Score: -51599000.000000 Penalty: 6646.238770
	Iteration 4F: 3 clusters Score -5.1599e+07 nChanged 61172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514262 members 
Mstep: Class 2 contains 145527 members 
Entering Unmasked Estep 
Score: -51654108.000000 Penalty: 6646.238770
	Iteration 5F: 3 clusters Score -5.165411e+07 nChanged 58065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568431 members 
Mstep: Class 2 contains 91358 members 
Entering Unmasked Estep 
Score: -51713636.000000 Penalty: 6646.238770
	Iteration 6F: 3 clusters Score -5.171364e+07 nChanged 37176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602431 members 
Mstep: Class 2 contains 57358 members 
Entering Unmasked Estep 
Score: -51760264.000000 Penalty: 6646.238770
	Iteration 7F: 3 clusters Score -5.176026e+07 nChanged 18338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613713 members 
Mstep: Class 2 contains 46076 members 
Entering Unmasked Estep 
Score: -51788120.000000 Penalty: 6646.238770
	Iteration 8Q: 3 clusters Score -5.178812e+07 nChanged 11298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613717 members 
Mstep: Class 2 contains 46072 members 
Entering Unmasked Estep 
Score: -51796912.000000 Penalty: 6646.238770
	Iteration 9Q: 3 clusters Score -5.179691e+07 nChanged 6482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612451 members 
Mstep: Class 2 contains 47338 members 
Entering Unmasked Estep 
Score: -51799296.000000 Penalty: 6646.238770
	Iteration 10Q: 3 clusters Score -5.17993e+07 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611233 members 
Mstep: Class 2 contains 48556 members 
Entering Unmasked Estep 
Score: -51800092.000000 Penalty: 6646.238770
	Iteration 11Q: 3 clusters Score -5.180009e+07 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610146 members 
Mstep: Class 2 contains 49643 members 
Entering Unmasked Estep 
Score: -51800268.000000 Penalty: 6646.238770
	Iteration 12Q: 3 clusters Score -5.180027e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609202 members 
Mstep: Class 2 contains 50587 members 
Entering Unmasked Estep 
Score: -51800440.000000 Penalty: 6646.238770
	Iteration 13Q: 3 clusters Score -5.180044e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608434 members 
Mstep: Class 2 contains 51355 members 
Entering Unmasked Estep 
Score: -51800588.000000 Penalty: 6646.238770
	Iteration 14Q: 3 clusters Score -5.180059e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607783 members 
Mstep: Class 2 contains 52006 members 
Entering Unmasked Estep 
Score: -51800576.000000 Penalty: 6646.238770
	Iteration 15Q: 3 clusters Score -5.180058e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607187 members 
Mstep: Class 2 contains 52602 members 
Entering Unmasked Estep 
Score: -51800608.000000 Penalty: 6646.238770
	Iteration 16Q: 3 clusters Score -5.180061e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606669 members 
Mstep: Class 2 contains 53120 members 
Entering Unmasked Estep 
Score: -51800580.000000 Penalty: 6646.238770
	Iteration 17Q: 3 clusters Score -5.180058e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606176 members 
Mstep: Class 2 contains 53613 members 
Entering Unmasked Estep 
Score: -51800620.000000 Penalty: 6646.238770
	Iteration 18Q: 3 clusters Score -5.180062e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605747 members 
Mstep: Class 2 contains 54042 members 
Entering Unmasked Estep 
Score: -51800728.000000 Penalty: 6646.238770
	Iteration 19Q: 3 clusters Score -5.180073e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605383 members 
Mstep: Class 2 contains 54406 members 
Entering Unmasked Estep 
Score: -51800780.000000 Penalty: 6646.238770
	Iteration 20F: 3 clusters Score -5.180078e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605049 members 
Mstep: Class 2 contains 54740 members 
Entering Unmasked Estep 
Score: -51800800.000000 Penalty: 6646.238770
	Iteration 21Q: 3 clusters Score -5.18008e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604763 members 
Mstep: Class 2 contains 55026 members 
Entering Unmasked Estep 
Score: -51800700.000000 Penalty: 6646.238770
	Iteration 22Q: 3 clusters Score -5.18007e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604504 members 
Mstep: Class 2 contains 55285 members 
Entering Unmasked Estep 
Score: -51800684.000000 Penalty: 6646.238770
	Iteration 23Q: 3 clusters Score -5.180068e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604272 members 
Mstep: Class 2 contains 55517 members 
Entering Unmasked Estep 
Score: -51800708.000000 Penalty: 6646.238770
	Iteration 24Q: 3 clusters Score -5.180071e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604068 members 
Mstep: Class 2 contains 55721 members 
Entering Unmasked Estep 
Score: -51800676.000000 Penalty: 6646.238770
	Iteration 25Q: 3 clusters Score -5.180068e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603883 members 
Mstep: Class 2 contains 55906 members 
Entering Unmasked Estep 
Score: -51800744.000000 Penalty: 6646.238770
	Iteration 26Q: 3 clusters Score -5.180074e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603707 members 
Mstep: Class 2 contains 56082 members 
Entering Unmasked Estep 
Score: -51800812.000000 Penalty: 6646.238770
	Iteration 27Q: 3 clusters Score -5.180081e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603546 members 
Mstep: Class 2 contains 56243 members 
Entering Unmasked Estep 
Score: -51800812.000000 Penalty: 6646.238770
	Iteration 28Q: 3 clusters Score -5.180081e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603383 members 
Mstep: Class 2 contains 56406 members 
Entering Unmasked Estep 
Score: -51800748.000000 Penalty: 6646.238770
	Iteration 29Q: 3 clusters Score -5.180075e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603245 members 
Mstep: Class 2 contains 56544 members 
Entering Unmasked Estep 
Score: -51800772.000000 Penalty: 6646.238770
	Iteration 30Q: 3 clusters Score -5.180077e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603134 members 
Mstep: Class 2 contains 56655 members 
Entering Unmasked Estep 
Score: -51800744.000000 Penalty: 6646.238770
	Iteration 31Q: 3 clusters Score -5.180074e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603028 members 
Mstep: Class 2 contains 56761 members 
Entering Unmasked Estep 
Score: -51800728.000000 Penalty: 6646.238770
	Iteration 32Q: 3 clusters Score -5.180073e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602923 members 
Mstep: Class 2 contains 56866 members 
Entering Unmasked Estep 
Score: -51800720.000000 Penalty: 6646.238770
	Iteration 33Q: 3 clusters Score -5.180072e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602842 members 
Mstep: Class 2 contains 56947 members 
Entering Unmasked Estep 
Score: -51800744.000000 Penalty: 6646.238770
	Iteration 34Q: 3 clusters Score -5.180074e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602765 members 
Mstep: Class 2 contains 57024 members 
Entering Unmasked Estep 
Score: -51800712.000000 Penalty: 6646.238770
	Iteration 35Q: 3 clusters Score -5.180071e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602708 members 
Mstep: Class 2 contains 57081 members 
Entering Unmasked Estep 
Score: -51800744.000000 Penalty: 6646.238770
	Iteration 36Q: 3 clusters Score -5.180074e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602652 members 
Mstep: Class 2 contains 57137 members 
Entering Unmasked Estep 
Score: -51800788.000000 Penalty: 6646.238770
	Iteration 37Q: 3 clusters Score -5.180079e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602592 members 
Mstep: Class 2 contains 57197 members 
Entering Unmasked Estep 
Score: -51800808.000000 Penalty: 6646.238770
	Iteration 38Q: 3 clusters Score -5.180081e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602533 members 
Mstep: Class 2 contains 57256 members 
Entering Unmasked Estep 
Score: -51800764.000000 Penalty: 6646.238770
	Iteration 39Q: 3 clusters Score -5.180076e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602475 members 
Mstep: Class 2 contains 57314 members 
Entering Unmasked Estep 
Score: -51800720.000000 Penalty: 6646.238770
	Iteration 40F: 3 clusters Score -5.180072e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602423 members 
Mstep: Class 2 contains 57366 members 
Entering Unmasked Estep 
Score: -51800668.000000 Penalty: 6646.238770
	Iteration 41Q: 3 clusters Score -5.180067e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602384 members 
Mstep: Class 2 contains 57405 members 
Entering Unmasked Estep 
Score: -51800688.000000 Penalty: 6646.238770
	Iteration 42Q: 3 clusters Score -5.180069e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602356 members 
Mstep: Class 2 contains 57433 members 
Entering Unmasked Estep 
Score: -51800680.000000 Penalty: 6646.238770
	Iteration 43Q: 3 clusters Score -5.180068e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602331 members 
Mstep: Class 2 contains 57458 members 
Entering Unmasked Estep 
Score: -51800640.000000 Penalty: 6646.238770
	Iteration 44Q: 3 clusters Score -5.180064e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602306 members 
Mstep: Class 2 contains 57483 members 
Entering Unmasked Estep 
Score: -51800668.000000 Penalty: 6646.238770
	Iteration 45Q: 3 clusters Score -5.180067e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602285 members 
Mstep: Class 2 contains 57504 members 
Entering Unmasked Estep 
Score: -51800668.000000 Penalty: 6646.238770
	Iteration 46Q: 3 clusters Score -5.180067e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602269 members 
Mstep: Class 2 contains 57520 members 
Entering Unmasked Estep 
Score: -51800696.000000 Penalty: 6646.238770
	Iteration 47Q: 3 clusters Score -5.18007e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602257 members 
Mstep: Class 2 contains 57532 members 
Entering Unmasked Estep 
Score: -51800704.000000 Penalty: 6646.238770
	Iteration 48Q: 3 clusters Score -5.18007e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602247 members 
Mstep: Class 2 contains 57542 members 
Entering Unmasked Estep 
Score: -51800680.000000 Penalty: 6646.238770
	Iteration 49Q: 3 clusters Score -5.180068e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602235 members 
Mstep: Class 2 contains 57554 members 
Entering Unmasked Estep 
Score: -51800672.000000 Penalty: 6646.238770
	Iteration 50Q: 3 clusters Score -5.180067e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602227 members 
Mstep: Class 2 contains 57562 members 
Entering Unmasked Estep 
Score: -51800680.000000 Penalty: 6646.238770
	Iteration 51Q: 3 clusters Score -5.180068e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602214 members 
Mstep: Class 2 contains 57575 members 
Entering Unmasked Estep 
Score: -51800684.000000 Penalty: 6646.238770
	Iteration 52Q: 3 clusters Score -5.180068e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602199 members 
Mstep: Class 2 contains 57590 members 
Entering Unmasked Estep 
Score: -51800672.000000 Penalty: 6646.238770
	Iteration 53Q: 3 clusters Score -5.180067e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602188 members 
Mstep: Class 2 contains 57601 members 
Entering Unmasked Estep 
Score: -51800668.000000 Penalty: 6646.238770
	Iteration 54Q: 3 clusters Score -5.180067e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602181 members 
Mstep: Class 2 contains 57608 members 
Entering Unmasked Estep 
Score: -51800676.000000 Penalty: 6646.238770
	Iteration 55Q: 3 clusters Score -5.180068e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602169 members 
Mstep: Class 2 contains 57620 members 
Entering Unmasked Estep 
Score: -51800688.000000 Penalty: 6646.238770
	Iteration 56Q: 3 clusters Score -5.180069e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602156 members 
Mstep: Class 2 contains 57633 members 
Entering Unmasked Estep 
Score: -51800676.000000 Penalty: 6646.238770
	Iteration 57Q: 3 clusters Score -5.180068e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602142 members 
Mstep: Class 2 contains 57647 members 
Entering Unmasked Estep 
Score: -51800632.000000 Penalty: 6646.238770
	Iteration 58Q: 3 clusters Score -5.180063e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602130 members 
Mstep: Class 2 contains 57659 members 
Entering Unmasked Estep 
Score: -51800640.000000 Penalty: 6646.238770
	Iteration 59Q: 3 clusters Score -5.180064e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602124 members 
Mstep: Class 2 contains 57665 members 
Entering Unmasked Estep 
Score: -51800632.000000 Penalty: 6646.238770
	Iteration 60F: 3 clusters Score -5.180063e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602119 members 
Mstep: Class 2 contains 57670 members 
Entering Unmasked Estep 
Score: -51800624.000000 Penalty: 6646.238770
	Iteration 61Q: 3 clusters Score -5.180062e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602114 members 
Mstep: Class 2 contains 57675 members 
Entering Unmasked Estep 
Score: -51800636.000000 Penalty: 6646.238770
	Iteration 62Q: 3 clusters Score -5.180064e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602112 members 
Mstep: Class 2 contains 57677 members 
Entering Unmasked Estep 
Score: -51800652.000000 Penalty: 6646.238770
	Iteration 63Q: 3 clusters Score -5.180065e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602112 members 
Mstep: Class 2 contains 57677 members 
Entering Unmasked Estep 
Score: -51800652.000000 Penalty: 6646.238770
	Iteration 64F: 3 clusters Score -5.180065e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 122338 members 
Mstep: Class 2 contains 37026 members 
Mstep: Class 3 contains 1308 members 
Mstep: Class 4 contains 154101 members 
Mstep: Class 5 contains 8989 members 
Mstep: Class 6 contains 13714 members 
Mstep: Class 7 contains 24796 members 
Mstep: Class 8 contains 2812 members 
Mstep: Class 9 contains 2854 members 
Mstep: Class 10 contains 10559 members 
Mstep: Class 11 contains 8132 members 
Mstep: Class 12 contains 6548 members 
Mstep: Class 13 contains 84702 members 
Mstep: Class 14 contains 2553 members 
Mstep: Class 15 contains 25149 members 
Mstep: Class 16 contains 3560 members 
Mstep: Class 17 contains 17371 members 
Mstep: Class 18 contains 76040 members 
Mstep: Class 19 contains 8640 members 
Mstep: Class 20 contains 602112 members 
Mstep: Class 21 contains 27548 members 
Mstep: Class 22 contains 8384 members 
Mstep: Class 23 contains 2777 members 
Mstep: Class 24 contains 54874 members 
Mstep: Class 25 contains 16987 members 
Mstep: Class 26 contains 6467 members 
Mstep: Class 27 contains 63263 members 
Mstep: Class 28 contains 4102 members 
Mstep: Class 29 contains 4850 members 
Mstep: Class 30 contains 2847 members 
Mstep: Class 31 contains 57677 members 
Entering Unmasked Estep 
Score: -111954224.000000 Penalty: 109139.343750
Splitting cluster 20 changes total score from -111936544.000000 to -111954224.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 21 (27548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27548 members 
Entering Unmasked Estep 
Score: -1952426.375000 Penalty: 2535.473877
	Iteration 0F: 2 clusters Score -1952426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -1933507.750000 Penalty: 5070.947754
	Iteration 0F: 3 clusters Score -1933508 nChanged 12380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -1940618.625000 Penalty: 5070.947754
	Iteration 1F: 3 clusters Score -1940619 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -1941586.125000 Penalty: 5070.947754
	Iteration 2F: 3 clusters Score -1941586 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15870 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -1942632.750000 Penalty: 5070.947754
	Iteration 3F: 3 clusters Score -1942633 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16644 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -1943654.875000 Penalty: 5070.947754
	Iteration 4F: 3 clusters Score -1943655 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17433 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -1944580.250000 Penalty: 5070.947754
	Iteration 5F: 3 clusters Score -1944580 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18331 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -1945510.000000 Penalty: 5070.947754
	Iteration 6F: 3 clusters Score -1945510 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19223 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -1946356.125000 Penalty: 5070.947754
	Iteration 7F: 3 clusters Score -1946356 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20071 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1947156.250000 Penalty: 5070.947754
	Iteration 8Q: 3 clusters Score -1947156 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20867 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1947886.500000 Penalty: 5070.947754
	Iteration 9Q: 3 clusters Score -1947886 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21577 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1948537.500000 Penalty: 5070.947754
	Iteration 10Q: 3 clusters Score -1948538 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22169 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1949022.125000 Penalty: 5070.947754
	Iteration 11Q: 3 clusters Score -1949022 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22684 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1949408.500000 Penalty: 5070.947754
	Iteration 12Q: 3 clusters Score -1949408 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23150 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1949723.125000 Penalty: 5070.947754
	Iteration 13Q: 3 clusters Score -1949723 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23547 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1949967.250000 Penalty: 5070.947754
	Iteration 14Q: 3 clusters Score -1949967 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23876 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1950175.250000 Penalty: 5070.947754
	Iteration 15Q: 3 clusters Score -1950175 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24162 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -1950328.625000 Penalty: 5070.947754
	Iteration 16Q: 3 clusters Score -1950329 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24432 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1950468.125000 Penalty: 5070.947754
	Iteration 17Q: 3 clusters Score -1950468 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24650 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1950569.000000 Penalty: 5070.947754
	Iteration 18Q: 3 clusters Score -1950569 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24842 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1950652.375000 Penalty: 5070.947754
	Iteration 19Q: 3 clusters Score -1950652 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24993 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1950714.750000 Penalty: 5070.947754
	Iteration 20F: 3 clusters Score -1950715 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25140 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1950787.500000 Penalty: 5070.947754
	Iteration 21Q: 3 clusters Score -1950788 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25268 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1950843.750000 Penalty: 5070.947754
	Iteration 22Q: 3 clusters Score -1950844 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25360 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1950871.625000 Penalty: 5070.947754
	Iteration 23Q: 3 clusters Score -1950872 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25438 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1950896.125000 Penalty: 5070.947754
	Iteration 24Q: 3 clusters Score -1950896 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25493 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1950925.000000 Penalty: 5070.947754
	Iteration 25Q: 3 clusters Score -1950925 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25535 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1950946.250000 Penalty: 5070.947754
	Iteration 26Q: 3 clusters Score -1950946 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25583 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1950970.250000 Penalty: 5070.947754
	Iteration 27Q: 3 clusters Score -1950970 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25630 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1950989.500000 Penalty: 5070.947754
	Iteration 28Q: 3 clusters Score -1950990 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25653 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1950995.875000 Penalty: 5070.947754
	Iteration 29Q: 3 clusters Score -1950996 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25681 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1951001.250000 Penalty: 5070.947754
	Iteration 30Q: 3 clusters Score -1951001 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25710 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1951008.250000 Penalty: 5070.947754
	Iteration 31Q: 3 clusters Score -1951008 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25731 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1951014.875000 Penalty: 5070.947754
	Iteration 32Q: 3 clusters Score -1951015 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25748 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1951020.250000 Penalty: 5070.947754
	Iteration 33Q: 3 clusters Score -1951020 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25771 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1951024.125000 Penalty: 5070.947754
	Iteration 34Q: 3 clusters Score -1951024 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25790 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1951029.875000 Penalty: 5070.947754
	Iteration 35Q: 3 clusters Score -1951030 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25807 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1951039.250000 Penalty: 5070.947754
	Iteration 36Q: 3 clusters Score -1951039 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25820 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1951046.750000 Penalty: 5070.947754
	Iteration 37Q: 3 clusters Score -1951047 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25831 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1951051.625000 Penalty: 5070.947754
	Iteration 38Q: 3 clusters Score -1951052 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25841 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1951050.250000 Penalty: 5070.947754
	Iteration 39Q: 3 clusters Score -1951050 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25852 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1951055.125000 Penalty: 5070.947754
	Iteration 40F: 3 clusters Score -1951055 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25862 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1951059.250000 Penalty: 5070.947754
	Iteration 41Q: 3 clusters Score -1951059 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25871 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1951062.625000 Penalty: 5070.947754
	Iteration 42Q: 3 clusters Score -1951063 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25877 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1951067.375000 Penalty: 5070.947754
	Iteration 43Q: 3 clusters Score -1951067 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25883 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1951069.625000 Penalty: 5070.947754
	Iteration 44Q: 3 clusters Score -1951070 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25893 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1951068.625000 Penalty: 5070.947754
	Iteration 45Q: 3 clusters Score -1951069 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25901 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1951072.625000 Penalty: 5070.947754
	Iteration 46Q: 3 clusters Score -1951073 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25906 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1951072.125000 Penalty: 5070.947754
	Iteration 47Q: 3 clusters Score -1951072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25909 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1951076.875000 Penalty: 5070.947754
	Iteration 48Q: 3 clusters Score -1951077 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25913 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1951074.375000 Penalty: 5070.947754
	Iteration 49Q: 3 clusters Score -1951074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25915 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1951075.500000 Penalty: 5070.947754
	Iteration 50Q: 3 clusters Score -1951076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25917 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1951076.375000 Penalty: 5070.947754
	Iteration 51Q: 3 clusters Score -1951076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25920 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1951079.000000 Penalty: 5070.947754
	Iteration 52Q: 3 clusters Score -1951079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25923 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1951076.875000 Penalty: 5070.947754
	Iteration 53Q: 3 clusters Score -1951077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25926 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1951074.875000 Penalty: 5070.947754
	Iteration 54Q: 3 clusters Score -1951075 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25930 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1951077.125000 Penalty: 5070.947754
	Iteration 55Q: 3 clusters Score -1951077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25931 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1951077.250000 Penalty: 5070.947754
	Iteration 56Q: 3 clusters Score -1951077 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25933 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1951075.750000 Penalty: 5070.947754
	Iteration 57Q: 3 clusters Score -1951076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25935 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1951078.875000 Penalty: 5070.947754
	Iteration 58Q: 3 clusters Score -1951079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25937 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1951080.500000 Penalty: 5070.947754
	Iteration 59Q: 3 clusters Score -1951080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25938 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1951081.500000 Penalty: 5070.947754
	Iteration 60F: 3 clusters Score -1951082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Entering Unmasked Estep 
Score: -662662.312500 Penalty: 2240.451904
	Iteration 0F: 2 clusters Score -662662.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -656050.312500 Penalty: 4480.903809
	Iteration 0F: 3 clusters Score -656050.3 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -657853.312500 Penalty: 4480.903809
	Iteration 1F: 3 clusters Score -657853.3 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -658117.125000 Penalty: 4480.903809
	Iteration 2F: 3 clusters Score -658117.1 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -658320.812500 Penalty: 4480.903809
	Iteration 3Q: 3 clusters Score -658320.8 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -658487.875000 Penalty: 4480.903809
	Iteration 4Q: 3 clusters Score -658487.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -658630.187500 Penalty: 4480.903809
	Iteration 5Q: 3 clusters Score -658630.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -658738.062500 Penalty: 4480.903809
	Iteration 6Q: 3 clusters Score -658738.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -658821.250000 Penalty: 4480.903809
	Iteration 7Q: 3 clusters Score -658821.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -658894.250000 Penalty: 4480.903809
	Iteration 8Q: 3 clusters Score -658894.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -658957.500000 Penalty: 4480.903809
	Iteration 9Q: 3 clusters Score -658957.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -659022.875000 Penalty: 4480.903809
	Iteration 10Q: 3 clusters Score -659022.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -659102.062500 Penalty: 4480.903809
	Iteration 11Q: 3 clusters Score -659102.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -659194.750000 Penalty: 4480.903809
	Iteration 12Q: 3 clusters Score -659194.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -659268.812500 Penalty: 4480.903809
	Iteration 13Q: 3 clusters Score -659268.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -659347.187500 Penalty: 4480.903809
	Iteration 14Q: 3 clusters Score -659347.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -659412.000000 Penalty: 4480.903809
	Iteration 15Q: 3 clusters Score -659412 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -659470.687500 Penalty: 4480.903809
	Iteration 16Q: 3 clusters Score -659470.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -659528.250000 Penalty: 4480.903809
	Iteration 17Q: 3 clusters Score -659528.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -659575.562500 Penalty: 4480.903809
	Iteration 18Q: 3 clusters Score -659575.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -659617.312500 Penalty: 4480.903809
	Iteration 19Q: 3 clusters Score -659617.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -659658.125000 Penalty: 4480.903809
	Iteration 20F: 3 clusters Score -659658.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -659701.250000 Penalty: 4480.903809
	Iteration 21Q: 3 clusters Score -659701.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -659750.375000 Penalty: 4480.903809
	Iteration 22Q: 3 clusters Score -659750.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -659808.062500 Penalty: 4480.903809
	Iteration 23Q: 3 clusters Score -659808.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -659880.500000 Penalty: 4480.903809
	Iteration 24Q: 3 clusters Score -659880.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -659942.812500 Penalty: 4480.903809
	Iteration 25Q: 3 clusters Score -659942.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -659992.937500 Penalty: 4480.903809
	Iteration 26Q: 3 clusters Score -659992.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -660047.125000 Penalty: 4480.903809
	Iteration 27Q: 3 clusters Score -660047.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -660095.937500 Penalty: 4480.903809
	Iteration 28Q: 3 clusters Score -660095.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -660149.500000 Penalty: 4480.903809
	Iteration 29Q: 3 clusters Score -660149.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -660198.500000 Penalty: 4480.903809
	Iteration 30Q: 3 clusters Score -660198.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -660255.000000 Penalty: 4480.903809
	Iteration 31Q: 3 clusters Score -660255 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -660320.375000 Penalty: 4480.903809
	Iteration 32Q: 3 clusters Score -660320.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -660381.062500 Penalty: 4480.903809
	Iteration 33Q: 3 clusters Score -660381.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -660427.250000 Penalty: 4480.903809
	Iteration 34Q: 3 clusters Score -660427.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -660464.625000 Penalty: 4480.903809
	Iteration 35Q: 3 clusters Score -660464.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -660507.312500 Penalty: 4480.903809
	Iteration 36Q: 3 clusters Score -660507.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -660547.250000 Penalty: 4480.903809
	Iteration 37Q: 3 clusters Score -660547.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -660579.125000 Penalty: 4480.903809
	Iteration 38Q: 3 clusters Score -660579.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -660604.062500 Penalty: 4480.903809
	Iteration 39Q: 3 clusters Score -660604.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -660631.250000 Penalty: 4480.903809
	Iteration 40F: 3 clusters Score -660631.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -660655.687500 Penalty: 4480.903809
	Iteration 41Q: 3 clusters Score -660655.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -660672.875000 Penalty: 4480.903809
	Iteration 42Q: 3 clusters Score -660672.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -660683.562500 Penalty: 4480.903809
	Iteration 43Q: 3 clusters Score -660683.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -660699.187500 Penalty: 4480.903809
	Iteration 44Q: 3 clusters Score -660699.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -660712.875000 Penalty: 4480.903809
	Iteration 45Q: 3 clusters Score -660712.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -660726.250000 Penalty: 4480.903809
	Iteration 46Q: 3 clusters Score -660726.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -660736.875000 Penalty: 4480.903809
	Iteration 47Q: 3 clusters Score -660736.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -660746.875000 Penalty: 4480.903809
	Iteration 48Q: 3 clusters Score -660746.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -660751.937500 Penalty: 4480.903809
	Iteration 49Q: 3 clusters Score -660751.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -660753.000000 Penalty: 4480.903809
	Iteration 50Q: 3 clusters Score -660753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -660755.000000 Penalty: 4480.903809
	Iteration 51Q: 3 clusters Score -660755 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -660756.000000 Penalty: 4480.903809
	Iteration 52Q: 3 clusters Score -660756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -660756.000000 Penalty: 4480.903809
	Iteration 53F: 3 clusters Score -660756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Entering Unmasked Estep 
Score: -187200.968750 Penalty: 1966.423340
	Iteration 0F: 2 clusters Score -187201 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -184112.343750 Penalty: 3932.846680
	Iteration 0F: 3 clusters Score -184112.3 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -184782.828125 Penalty: 3932.846680
	Iteration 1F: 3 clusters Score -184782.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -184975.515625 Penalty: 3932.846680
	Iteration 2F: 3 clusters Score -184975.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -185112.328125 Penalty: 3932.846680
	Iteration 3F: 3 clusters Score -185112.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -185241.468750 Penalty: 3932.846680
	Iteration 4Q: 3 clusters Score -185241.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -185395.640625 Penalty: 3932.846680
	Iteration 5Q: 3 clusters Score -185395.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -185590.906250 Penalty: 3932.846680
	Iteration 6Q: 3 clusters Score -185590.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -185784.265625 Penalty: 3932.846680
	Iteration 7Q: 3 clusters Score -185784.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -185931.531250 Penalty: 3932.846680
	Iteration 8Q: 3 clusters Score -185931.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -186031.921875 Penalty: 3932.846680
	Iteration 9Q: 3 clusters Score -186031.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -186120.140625 Penalty: 3932.846680
	Iteration 10Q: 3 clusters Score -186120.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -186222.218750 Penalty: 3932.846680
	Iteration 11Q: 3 clusters Score -186222.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -186340.125000 Penalty: 3932.846680
	Iteration 12Q: 3 clusters Score -186340.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -186443.906250 Penalty: 3932.846680
	Iteration 13Q: 3 clusters Score -186443.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -186542.875000 Penalty: 3932.846680
	Iteration 14Q: 3 clusters Score -186542.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -186624.265625 Penalty: 3932.846680
	Iteration 15Q: 3 clusters Score -186624.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -186665.046875 Penalty: 3932.846680
	Iteration 16Q: 3 clusters Score -186665 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -186686.250000 Penalty: 3932.846680
	Iteration 17Q: 3 clusters Score -186686.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -186699.453125 Penalty: 3932.846680
	Iteration 18Q: 3 clusters Score -186699.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -186707.968750 Penalty: 3932.846680
	Iteration 19Q: 3 clusters Score -186708 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -186719.578125 Penalty: 3932.846680
	Iteration 20F: 3 clusters Score -186719.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -186731.500000 Penalty: 3932.846680
	Iteration 21Q: 3 clusters Score -186731.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -186736.531250 Penalty: 3932.846680
	Iteration 22Q: 3 clusters Score -186736.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -186739.421875 Penalty: 3932.846680
	Iteration 23Q: 3 clusters Score -186739.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -186740.421875 Penalty: 3932.846680
	Iteration 24Q: 3 clusters Score -186740.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -186741.296875 Penalty: 3932.846680
	Iteration 25Q: 3 clusters Score -186741.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -186742.593750 Penalty: 3932.846680
	Iteration 26Q: 3 clusters Score -186742.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -186742.593750 Penalty: 3932.846680
	Iteration 27F: 3 clusters Score -186742.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (54874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54874 members 
Entering Unmasked Estep 
Score: -4474678.000000 Penalty: 2706.373291
	Iteration 0F: 2 clusters Score -4474678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27170 members 
Mstep: Class 2 contains 27704 members 
Entering Unmasked Estep 
Score: -4437627.000000 Penalty: 5412.746582
	Iteration 0F: 3 clusters Score -4437627 nChanged 25443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25399 members 
Mstep: Class 2 contains 29475 members 
Entering Unmasked Estep 
Score: -4452111.000000 Penalty: 5412.746582
	Iteration 1F: 3 clusters Score -4452111 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24374 members 
Mstep: Class 2 contains 30500 members 
Entering Unmasked Estep 
Score: -4452941.000000 Penalty: 5412.746582
	Iteration 2Q: 3 clusters Score -4452941 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22930 members 
Mstep: Class 2 contains 31944 members 
Entering Unmasked Estep 
Score: -4454032.000000 Penalty: 5412.746582
	Iteration 3Q: 3 clusters Score -4454032 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20938 members 
Mstep: Class 2 contains 33936 members 
Entering Unmasked Estep 
Score: -4455659.000000 Penalty: 5412.746582
	Iteration 4F: 3 clusters Score -4455659 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18210 members 
Mstep: Class 2 contains 36664 members 
Entering Unmasked Estep 
Score: -4458076.000000 Penalty: 5412.746582
	Iteration 5F: 3 clusters Score -4458076 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 39938 members 
Entering Unmasked Estep 
Score: -4461353.000000 Penalty: 5412.746582
	Iteration 6F: 3 clusters Score -4461353 nChanged 3936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 43450 members 
Entering Unmasked Estep 
Score: -4465291.500000 Penalty: 5412.746582
	Iteration 7F: 3 clusters Score -4465292 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 46254 members 
Entering Unmasked Estep 
Score: -4468774.000000 Penalty: 5412.746582
	Iteration 8F: 3 clusters Score -4468774 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 47907 members 
Entering Unmasked Estep 
Score: -4471094.000000 Penalty: 5412.746582
	Iteration 9Q: 3 clusters Score -4471094 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 48782 members 
Entering Unmasked Estep 
Score: -4472289.000000 Penalty: 5412.746582
	Iteration 10Q: 3 clusters Score -4472289 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 49271 members 
Entering Unmasked Estep 
Score: -4472787.500000 Penalty: 5412.746582
	Iteration 11Q: 3 clusters Score -4472788 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 49618 members 
Entering Unmasked Estep 
Score: -4473033.500000 Penalty: 5412.746582
	Iteration 12Q: 3 clusters Score -4473034 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 49883 members 
Entering Unmasked Estep 
Score: -4473171.500000 Penalty: 5412.746582
	Iteration 13Q: 3 clusters Score -4473172 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 50073 members 
Entering Unmasked Estep 
Score: -4473233.500000 Penalty: 5412.746582
	Iteration 14Q: 3 clusters Score -4473234 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 50219 members 
Entering Unmasked Estep 
Score: -4473278.500000 Penalty: 5412.746582
	Iteration 15Q: 3 clusters Score -4473278 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 50348 members 
Entering Unmasked Estep 
Score: -4473304.000000 Penalty: 5412.746582
	Iteration 16Q: 3 clusters Score -4473304 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 50445 members 
Entering Unmasked Estep 
Score: -4473325.500000 Penalty: 5412.746582
	Iteration 17Q: 3 clusters Score -4473326 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 50527 members 
Entering Unmasked Estep 
Score: -4473345.000000 Penalty: 5412.746582
	Iteration 18Q: 3 clusters Score -4473345 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 50605 members 
Entering Unmasked Estep 
Score: -4473348.500000 Penalty: 5412.746582
	Iteration 19Q: 3 clusters Score -4473348 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 50677 members 
Entering Unmasked Estep 
Score: -4473362.000000 Penalty: 5412.746582
	Iteration 20F: 3 clusters Score -4473362 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 50729 members 
Entering Unmasked Estep 
Score: -4473374.500000 Penalty: 5412.746582
	Iteration 21Q: 3 clusters Score -4473374 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 50771 members 
Entering Unmasked Estep 
Score: -4473379.500000 Penalty: 5412.746582
	Iteration 22Q: 3 clusters Score -4473380 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 50803 members 
Entering Unmasked Estep 
Score: -4473388.000000 Penalty: 5412.746582
	Iteration 23Q: 3 clusters Score -4473388 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 50828 members 
Entering Unmasked Estep 
Score: -4473395.500000 Penalty: 5412.746582
	Iteration 24Q: 3 clusters Score -4473396 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 50856 members 
Entering Unmasked Estep 
Score: -4473402.500000 Penalty: 5412.746582
	Iteration 25Q: 3 clusters Score -4473402 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 50880 members 
Entering Unmasked Estep 
Score: -4473408.500000 Penalty: 5412.746582
	Iteration 26Q: 3 clusters Score -4473408 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 50899 members 
Entering Unmasked Estep 
Score: -4473421.000000 Penalty: 5412.746582
	Iteration 27Q: 3 clusters Score -4473421 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 50917 members 
Entering Unmasked Estep 
Score: -4473414.500000 Penalty: 5412.746582
	Iteration 28Q: 3 clusters Score -4473414 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 50930 members 
Entering Unmasked Estep 
Score: -4473423.000000 Penalty: 5412.746582
	Iteration 29Q: 3 clusters Score -4473423 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 50945 members 
Entering Unmasked Estep 
Score: -4473421.000000 Penalty: 5412.746582
	Iteration 30Q: 3 clusters Score -4473421 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 50966 members 
Entering Unmasked Estep 
Score: -4473420.500000 Penalty: 5412.746582
	Iteration 31Q: 3 clusters Score -4473420 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 50978 members 
Entering Unmasked Estep 
Score: -4473432.500000 Penalty: 5412.746582
	Iteration 32Q: 3 clusters Score -4473432 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 50992 members 
Entering Unmasked Estep 
Score: -4473432.500000 Penalty: 5412.746582
	Iteration 33Q: 3 clusters Score -4473432 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 51001 members 
Entering Unmasked Estep 
Score: -4473435.000000 Penalty: 5412.746582
	Iteration 34Q: 3 clusters Score -4473435 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 51011 members 
Entering Unmasked Estep 
Score: -4473436.500000 Penalty: 5412.746582
	Iteration 35Q: 3 clusters Score -4473436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 51017 members 
Entering Unmasked Estep 
Score: -4473441.000000 Penalty: 5412.746582
	Iteration 36Q: 3 clusters Score -4473441 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 51020 members 
Entering Unmasked Estep 
Score: -4473434.000000 Penalty: 5412.746582
	Iteration 37Q: 3 clusters Score -4473434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 51022 members 
Entering Unmasked Estep 
Score: -4473432.500000 Penalty: 5412.746582
	Iteration 38Q: 3 clusters Score -4473432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 51022 members 
Entering Unmasked Estep 
Score: -4473432.500000 Penalty: 5412.746582
	Iteration 39F: 3 clusters Score -4473432 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (16987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16987 members 
Entering Unmasked Estep 
Score: -1343375.000000 Penalty: 2415.570557
	Iteration 0F: 2 clusters Score -1343375 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1331280.500000 Penalty: 4831.141113
	Iteration 0F: 3 clusters Score -1331280 nChanged 7364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -1335274.625000 Penalty: 4831.141113
	Iteration 1F: 3 clusters Score -1335275 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -1335887.625000 Penalty: 4831.141113
	Iteration 2F: 3 clusters Score -1335888 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1336566.500000 Penalty: 4831.141113
	Iteration 3F: 3 clusters Score -1336566 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1337152.125000 Penalty: 4831.141113
	Iteration 4F: 3 clusters Score -1337152 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1337645.750000 Penalty: 4831.141113
	Iteration 5F: 3 clusters Score -1337646 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1338080.500000 Penalty: 4831.141113
	Iteration 6Q: 3 clusters Score -1338080 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1338531.875000 Penalty: 4831.141113
	Iteration 7Q: 3 clusters Score -1338532 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1338965.625000 Penalty: 4831.141113
	Iteration 8Q: 3 clusters Score -1338966 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1339388.000000 Penalty: 4831.141113
	Iteration 9Q: 3 clusters Score -1339388 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1339789.500000 Penalty: 4831.141113
	Iteration 10Q: 3 clusters Score -1339790 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1340186.500000 Penalty: 4831.141113
	Iteration 11Q: 3 clusters Score -1340186 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1340572.000000 Penalty: 4831.141113
	Iteration 12Q: 3 clusters Score -1340572 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1340889.625000 Penalty: 4831.141113
	Iteration 13Q: 3 clusters Score -1340890 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1341216.750000 Penalty: 4831.141113
	Iteration 14Q: 3 clusters Score -1341217 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1341515.875000 Penalty: 4831.141113
	Iteration 15Q: 3 clusters Score -1341516 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1341706.500000 Penalty: 4831.141113
	Iteration 16Q: 3 clusters Score -1341706 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1341836.375000 Penalty: 4831.141113
	Iteration 17Q: 3 clusters Score -1341836 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1341902.250000 Penalty: 4831.141113
	Iteration 18Q: 3 clusters Score -1341902 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1341936.500000 Penalty: 4831.141113
	Iteration 19Q: 3 clusters Score -1341936 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1341957.125000 Penalty: 4831.141113
	Iteration 20F: 3 clusters Score -1341957 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1341974.375000 Penalty: 4831.141113
	Iteration 21Q: 3 clusters Score -1341974 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1341981.125000 Penalty: 4831.141113
	Iteration 22Q: 3 clusters Score -1341981 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1341991.000000 Penalty: 4831.141113
	Iteration 23Q: 3 clusters Score -1341991 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1342005.125000 Penalty: 4831.141113
	Iteration 24Q: 3 clusters Score -1342005 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1342011.250000 Penalty: 4831.141113
	Iteration 25Q: 3 clusters Score -1342011 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1342016.625000 Penalty: 4831.141113
	Iteration 26Q: 3 clusters Score -1342017 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1342021.625000 Penalty: 4831.141113
	Iteration 27Q: 3 clusters Score -1342022 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1342023.250000 Penalty: 4831.141113
	Iteration 28Q: 3 clusters Score -1342023 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1342030.375000 Penalty: 4831.141113
	Iteration 29Q: 3 clusters Score -1342030 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -1342033.375000 Penalty: 4831.141113
	Iteration 30Q: 3 clusters Score -1342033 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1342031.500000 Penalty: 4831.141113
	Iteration 31Q: 3 clusters Score -1342032 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -1342034.000000 Penalty: 4831.141113
	Iteration 32Q: 3 clusters Score -1342034 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1342032.500000 Penalty: 4831.141113
	Iteration 33Q: 3 clusters Score -1342032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -1342034.000000 Penalty: 4831.141113
	Iteration 34Q: 3 clusters Score -1342034 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1342037.375000 Penalty: 4831.141113
	Iteration 35Q: 3 clusters Score -1342037 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1342041.000000 Penalty: 4831.141113
	Iteration 36Q: 3 clusters Score -1342041 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -1342045.750000 Penalty: 4831.141113
	Iteration 37Q: 3 clusters Score -1342046 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1342052.250000 Penalty: 4831.141113
	Iteration 38Q: 3 clusters Score -1342052 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -1342057.000000 Penalty: 4831.141113
	Iteration 39Q: 3 clusters Score -1342057 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1342063.375000 Penalty: 4831.141113
	Iteration 40F: 3 clusters Score -1342063 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1342062.875000 Penalty: 4831.141113
	Iteration 41Q: 3 clusters Score -1342063 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -1342066.750000 Penalty: 4831.141113
	Iteration 42Q: 3 clusters Score -1342067 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1342068.500000 Penalty: 4831.141113
	Iteration 43Q: 3 clusters Score -1342068 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1342068.750000 Penalty: 4831.141113
	Iteration 44Q: 3 clusters Score -1342069 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1342071.500000 Penalty: 4831.141113
	Iteration 45Q: 3 clusters Score -1342072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1342070.375000 Penalty: 4831.141113
	Iteration 46Q: 3 clusters Score -1342070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1342073.000000 Penalty: 4831.141113
	Iteration 47Q: 3 clusters Score -1342073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1342072.500000 Penalty: 4831.141113
	Iteration 48Q: 3 clusters Score -1342072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1342072.875000 Penalty: 4831.141113
	Iteration 49Q: 3 clusters Score -1342073 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1342072.875000 Penalty: 4831.141113
	Iteration 50F: 3 clusters Score -1342073 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Entering Unmasked Estep 
Score: -465492.531250 Penalty: 2176.067871
	Iteration 0F: 2 clusters Score -465492.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -460080.968750 Penalty: 4352.135742
	Iteration 0F: 3 clusters Score -460081 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -461770.906250 Penalty: 4352.135742
	Iteration 1F: 3 clusters Score -461770.9 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -462231.312500 Penalty: 4352.135742
	Iteration 2F: 3 clusters Score -462231.3 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -462610.968750 Penalty: 4352.135742
	Iteration 3F: 3 clusters Score -462611 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -462951.875000 Penalty: 4352.135742
	Iteration 4F: 3 clusters Score -462951.9 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -463294.718750 Penalty: 4352.135742
	Iteration 5F: 3 clusters Score -463294.7 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -463682.750000 Penalty: 4352.135742
	Iteration 6F: 3 clusters Score -463682.8 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -464168.343750 Penalty: 4352.135742
	Iteration 7F: 3 clusters Score -464168.3 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -464732.687500 Penalty: 4352.135742
	Iteration 8F: 3 clusters Score -464732.7 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -465167.093750 Penalty: 4352.135742
	Iteration 9F: 3 clusters Score -465167.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -465380.375000 Penalty: 4352.135742
	Iteration 10Q: 3 clusters Score -465380.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -465491.500000 Penalty: 4352.135742
	Iteration 11Q: 3 clusters Score -465491.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -465560.156250 Penalty: 4352.135742
	Iteration 12Q: 3 clusters Score -465560.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -465598.937500 Penalty: 4352.135742
	Iteration 13Q: 3 clusters Score -465598.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -465627.031250 Penalty: 4352.135742
	Iteration 14Q: 3 clusters Score -465627 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -465644.812500 Penalty: 4352.135742
	Iteration 15Q: 3 clusters Score -465644.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -465653.687500 Penalty: 4352.135742
	Iteration 16Q: 3 clusters Score -465653.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -465661.218750 Penalty: 4352.135742
	Iteration 17Q: 3 clusters Score -465661.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -465666.937500 Penalty: 4352.135742
	Iteration 18Q: 3 clusters Score -465666.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -465671.437500 Penalty: 4352.135742
	Iteration 19Q: 3 clusters Score -465671.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -465671.750000 Penalty: 4352.135742
	Iteration 20F: 3 clusters Score -465671.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 122338 members 
Mstep: Class 2 contains 37026 members 
Mstep: Class 3 contains 1308 members 
Mstep: Class 4 contains 154101 members 
Mstep: Class 5 contains 8989 members 
Mstep: Class 6 contains 13714 members 
Mstep: Class 7 contains 24796 members 
Mstep: Class 8 contains 2812 members 
Mstep: Class 9 contains 2854 members 
Mstep: Class 10 contains 10559 members 
Mstep: Class 11 contains 8132 members 
Mstep: Class 12 contains 6548 members 
Mstep: Class 13 contains 84702 members 
Mstep: Class 14 contains 2553 members 
Mstep: Class 15 contains 25149 members 
Mstep: Class 16 contains 3560 members 
Mstep: Class 17 contains 17371 members 
Mstep: Class 18 contains 76040 members 
Mstep: Class 19 contains 8640 members 
Mstep: Class 20 contains 602112 members 
Mstep: Class 21 contains 27548 members 
Mstep: Class 22 contains 8384 members 
Mstep: Class 23 contains 2777 members 
Mstep: Class 24 contains 54874 members 
Mstep: Class 25 contains 16987 members 
Mstep: Class 26 contains 2795 members 
Mstep: Class 27 contains 63263 members 
Mstep: Class 28 contains 4102 members 
Mstep: Class 29 contains 4850 members 
Mstep: Class 30 contains 2847 members 
Mstep: Class 31 contains 57677 members 
Mstep: Class 32 contains 3672 members 
Entering Unmasked Estep 
Score: -111953048.000000 Penalty: 112659.960938
Splitting cluster 26 changes total score from -111936544.000000 to -111953048.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 27 (63263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63263 members 
Entering Unmasked Estep 
Score: -4852136.500000 Penalty: 2741.653809
	Iteration 0F: 2 clusters Score -4852136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31645 members 
Mstep: Class 2 contains 31618 members 
Entering Unmasked Estep 
Score: -4809526.500000 Penalty: 5483.307617
	Iteration 0F: 3 clusters Score -4809526 nChanged 29491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31746 members 
Mstep: Class 2 contains 31517 members 
Entering Unmasked Estep 
Score: -4826606.500000 Penalty: 5483.307617
	Iteration 1F: 3 clusters Score -4826606 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31728 members 
Mstep: Class 2 contains 31535 members 
Entering Unmasked Estep 
Score: -4827832.000000 Penalty: 5483.307617
	Iteration 2Q: 3 clusters Score -4827832 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31763 members 
Mstep: Class 2 contains 31500 members 
Entering Unmasked Estep 
Score: -4829507.000000 Penalty: 5483.307617
	Iteration 3F: 3 clusters Score -4829507 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31960 members 
Mstep: Class 2 contains 31303 members 
Entering Unmasked Estep 
Score: -4831571.000000 Penalty: 5483.307617
	Iteration 4F: 3 clusters Score -4831571 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32507 members 
Mstep: Class 2 contains 30756 members 
Entering Unmasked Estep 
Score: -4834298.500000 Penalty: 5483.307617
	Iteration 5F: 3 clusters Score -4834298 nChanged 4353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33490 members 
Mstep: Class 2 contains 29773 members 
Entering Unmasked Estep 
Score: -4837675.500000 Penalty: 5483.307617
	Iteration 6F: 3 clusters Score -4837676 nChanged 4361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34853 members 
Mstep: Class 2 contains 28410 members 
Entering Unmasked Estep 
Score: -4841252.000000 Penalty: 5483.307617
	Iteration 7F: 3 clusters Score -4841252 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36309 members 
Mstep: Class 2 contains 26954 members 
Entering Unmasked Estep 
Score: -4843967.000000 Penalty: 5483.307617
	Iteration 8F: 3 clusters Score -4843967 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37601 members 
Mstep: Class 2 contains 25662 members 
Entering Unmasked Estep 
Score: -4845746.000000 Penalty: 5483.307617
	Iteration 9Q: 3 clusters Score -4845746 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38705 members 
Mstep: Class 2 contains 24558 members 
Entering Unmasked Estep 
Score: -4846920.000000 Penalty: 5483.307617
	Iteration 10Q: 3 clusters Score -4846920 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39570 members 
Mstep: Class 2 contains 23693 members 
Entering Unmasked Estep 
Score: -4847665.500000 Penalty: 5483.307617
	Iteration 11Q: 3 clusters Score -4847666 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40277 members 
Mstep: Class 2 contains 22986 members 
Entering Unmasked Estep 
Score: -4848201.000000 Penalty: 5483.307617
	Iteration 12Q: 3 clusters Score -4848201 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40826 members 
Mstep: Class 2 contains 22437 members 
Entering Unmasked Estep 
Score: -4848638.500000 Penalty: 5483.307617
	Iteration 13Q: 3 clusters Score -4848638 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41259 members 
Mstep: Class 2 contains 22004 members 
Entering Unmasked Estep 
Score: -4848929.000000 Penalty: 5483.307617
	Iteration 14Q: 3 clusters Score -4848929 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41599 members 
Mstep: Class 2 contains 21664 members 
Entering Unmasked Estep 
Score: -4849197.500000 Penalty: 5483.307617
	Iteration 15Q: 3 clusters Score -4849198 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41859 members 
Mstep: Class 2 contains 21404 members 
Entering Unmasked Estep 
Score: -4849405.500000 Penalty: 5483.307617
	Iteration 16Q: 3 clusters Score -4849406 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42052 members 
Mstep: Class 2 contains 21211 members 
Entering Unmasked Estep 
Score: -4849526.500000 Penalty: 5483.307617
	Iteration 17Q: 3 clusters Score -4849526 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42222 members 
Mstep: Class 2 contains 21041 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -4849625 nChanged 495
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42343 members 
Mstep: Class 2 contains 20920 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -4849722 nChanged 464
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42417 members 
Mstep: Class 2 contains 20846 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -4849830 nChanged 427
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Mstep: Class 1 contains 42442 members 
Mstep: Class 2 contains 20821 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -4849929 nChanged 379
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Mstep: Class 1 contains 42429 members 
Mstep: Class 2 contains 20834 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -4850008 nChanged 385
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42368 members 
Mstep: Class 2 contains 20895 members 
Entering Unmasked Estep 
Score: -4850051.500000 Penalty: 5483.307617
	Iteration 23Q: 3 clusters Score -4850052 nChanged 382
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42298 members 
Mstep: Class 2 contains 20965 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -4850123 nChanged 342
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42206 members 
Mstep: Class 2 contains 21057 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -4850184 nChanged 354
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42098 members 
Mstep: Class 2 contains 21165 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -4850232 nChanged 357
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41965 members 
Mstep: Class 2 contains 21298 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -4850290 nChanged 347
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41828 members 
Mstep: Class 2 contains 21435 members 
Entering Unmasked Estep 
Score: -4850344.500000 Penalty: 5483.307617
	Iteration 28Q: 3 clusters Score -4850344 nChanged 335
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41683 members 
Mstep: Class 2 contains 21580 members 
Entering Unmasked Estep 
Score: -4850406.500000 Penalty: 5483.307617
	Iteration 29Q: 3 clusters Score -4850406 nChanged 325
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41522 members 
Mstep: Class 2 contains 21741 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -4850466 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41318 members 
Mstep: Class 2 contains 21945 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -4850586 nChanged 330
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41110 members 
Mstep: Class 2 contains 22153 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -4850686 nChanged 352
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40878 members 
Mstep: Class 2 contains 22385 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -4850787 nChanged 409
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Mstep: Class 1 contains 40577 members 
Mstep: Class 2 contains 22686 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -4850928 nChanged 423
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Mstep: Class 1 contains 40254 members 
Mstep: Class 2 contains 23009 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -4851097 nChanged 439
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Mstep: Class 1 contains 39933 members 
Mstep: Class 2 contains 23330 members 
Entering Unmasked Estep 
Score: -4851264.500000 Penalty: 5483.307617
	Iteration 36Q: 3 clusters Score -4851264 nChanged 444
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39615 members 
Mstep: Class 2 contains 23648 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -4851374 nChanged 400
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Mstep: Class 1 contains 39351 members 
Mstep: Class 2 contains 23912 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -4851441 nChanged 312
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Mstep: Class 1 contains 39133 members 
Mstep: Class 2 contains 24130 members 
Entering Unmasked Estep 
Score: -4851506.500000 Penalty: 5483.307617
	Iteration 39Q: 3 clusters Score -4851506 nChanged 285
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Mstep: Class 1 contains 38902 members 
Mstep: Class 2 contains 24361 members 
Entering Unmasked Estep 
Score: -4851539.500000 Penalty: 5483.307617
	Iteration 40F: 3 clusters Score -4851540 nChanged 249
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Mstep: Class 1 contains 38687 members 
Mstep: Class 2 contains 24576 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -4851560 nChanged 203
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38514 members 
Mstep: Class 2 contains 24749 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -4851584 nChanged 154
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Mstep: Class 1 contains 38362 members 
Mstep: Class 2 contains 24901 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -4851590 nChanged 138
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Mstep: Class 1 contains 38230 members 
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Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -4851611 nChanged 120
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Mstep: Class 1 contains 38112 members 
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Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -4851610 nChanged 115
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37999 members 
Mstep: Class 2 contains 25264 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4851633 nChanged 108
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Mstep: Class 1 contains 37891 members 
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Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -4851638 nChanged 110
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37781 members 
Mstep: Class 2 contains 25482 members 
Entering Unmasked Estep 
Score: -4851630.500000 Penalty: 5483.307617
	Iteration 48Q: 3 clusters Score -4851630 nChanged 89
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37692 members 
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Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -4851651 nChanged 89
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Mstep: Class 1 contains 37603 members 
Mstep: Class 2 contains 25660 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -4851661 nChanged 75
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Mstep: Class 1 contains 37528 members 
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Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -4851654 nChanged 68
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Mstep: Class 1 contains 37460 members 
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Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -4851659 nChanged 54
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Mstep: Class 1 contains 37406 members 
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -4851660 nChanged 56
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37350 members 
Mstep: Class 2 contains 25913 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4851664 nChanged 68
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Mstep: Class 1 contains 37282 members 
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4851670 nChanged 58
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Mstep: Class 1 contains 37224 members 
Mstep: Class 2 contains 26039 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -4851677 nChanged 54
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37170 members 
Mstep: Class 2 contains 26093 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4851680 nChanged 40
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Mstep: Class 1 contains 37130 members 
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4851684 nChanged 49
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Mstep: Class 1 contains 37081 members 
Mstep: Class 2 contains 26182 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -4851683 nChanged 49
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37032 members 
Mstep: Class 2 contains 26231 members 
Entering Unmasked Estep 
Score: -4851670.500000 Penalty: 5483.307617
	Iteration 60F: 3 clusters Score -4851670 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36979 members 
Mstep: Class 2 contains 26284 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4851670 nChanged 53
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36926 members 
Mstep: Class 2 contains 26337 members 
Entering Unmasked Estep 
Score: -4851673.000000 Penalty: 5483.307617
	Iteration 62Q: 3 clusters Score -4851673 nChanged 56
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Mstep: Class 1 contains 36870 members 
Mstep: Class 2 contains 26393 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4851678 nChanged 60
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4851682 nChanged 64
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Mstep: Class 1 contains 36746 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4851692 nChanged 56
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Mstep: Class 1 contains 36692 members 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4851692 nChanged 55
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Mstep: Class 1 contains 36637 members 
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	Iteration 67Q: 3 clusters Score -4851682 nChanged 59
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	Iteration 68Q: 3 clusters Score -4851701 nChanged 61
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	Iteration 69Q: 3 clusters Score -4851708 nChanged 60
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Score: -4851712.500000 Penalty: 5483.307617
	Iteration 70Q: 3 clusters Score -4851712 nChanged 58
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	Iteration 71Q: 3 clusters Score -4851714 nChanged 69
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Score: -4851721.000000 Penalty: 5483.307617
	Iteration 72Q: 3 clusters Score -4851721 nChanged 83
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Mstep: Class 1 contains 36261 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4851718 nChanged 94
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Mstep: Class 1 contains 36171 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4851738 nChanged 102
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Mstep: Class 1 contains 36077 members 
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Entering Unmasked Estep 
Score: -4851732.500000 Penalty: 5483.307617
	Iteration 75Q: 3 clusters Score -4851732 nChanged 90
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4851722 nChanged 85
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Mstep: Class 1 contains 35908 members 
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	Iteration 77Q: 3 clusters Score -4851710 nChanged 82
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4851721 nChanged 85
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Mstep: Class 1 contains 35745 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4851733 nChanged 86
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Mstep: Class 1 contains 35661 members 
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Entering Unmasked Estep 
Score: -4851735.500000 Penalty: 5483.307617
	Iteration 80F: 3 clusters Score -4851736 nChanged 100
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Mstep: Class 1 contains 35567 members 
Mstep: Class 2 contains 27696 members 
Entering Unmasked Estep 
Score: -4851727.500000 Penalty: 5483.307617
	Iteration 81Q: 3 clusters Score -4851728 nChanged 94
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Mstep: Class 1 contains 35475 members 
Mstep: Class 2 contains 27788 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4851734 nChanged 102
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Mstep: Class 1 contains 35379 members 
Mstep: Class 2 contains 27884 members 
Entering Unmasked Estep 
Score: -4851755.000000 Penalty: 5483.307617
	Iteration 83Q: 3 clusters Score -4851755 nChanged 89
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Mstep: Class 1 contains 35290 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4851750 nChanged 94
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Mstep: Class 1 contains 35198 members 
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	Iteration 85Q: 3 clusters Score -4851755 nChanged 92
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Mstep: Class 1 contains 35106 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4851777 nChanged 72
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Mstep: Class 1 contains 35038 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4851784 nChanged 72
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Mstep: Class 1 contains 34966 members 
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	Iteration 88Q: 3 clusters Score -4851788 nChanged 78
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Mstep: Class 1 contains 34894 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4851783 nChanged 65
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Mstep: Class 1 contains 34829 members 
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Entering Unmasked Estep 
Score: -4851802.000000 Penalty: 5483.307617
	Iteration 90Q: 3 clusters Score -4851802 nChanged 68
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Mstep: Class 1 contains 34763 members 
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Entering Unmasked Estep 
Score: -4851821.500000 Penalty: 5483.307617
	Iteration 91Q: 3 clusters Score -4851822 nChanged 82
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Mstep: Class 1 contains 34681 members 
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Entering Unmasked Estep 
Score: -4851817.500000 Penalty: 5483.307617
	Iteration 92Q: 3 clusters Score -4851818 nChanged 82
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Mstep: Class 1 contains 34599 members 
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Entering Unmasked Estep 
Score: -4851829.000000 Penalty: 5483.307617
	Iteration 93Q: 3 clusters Score -4851829 nChanged 85
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Mstep: Class 1 contains 34514 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4851830 nChanged 84
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	Iteration 95Q: 3 clusters Score -4851829 nChanged 75
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Entering Unmasked Estep 
Score: -4851845.500000 Penalty: 5483.307617
	Iteration 96Q: 3 clusters Score -4851846 nChanged 77
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Mstep: Class 1 contains 34280 members 
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Entering Unmasked Estep 
Score: -4851841.000000 Penalty: 5483.307617
	Iteration 97Q: 3 clusters Score -4851841 nChanged 78
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Mstep: Class 1 contains 34204 members 
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Entering Unmasked Estep 
Score: -4851840.000000 Penalty: 5483.307617
	Iteration 98Q: 3 clusters Score -4851840 nChanged 72
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Entering Unmasked Estep 
Score: -4851854.000000 Penalty: 5483.307617
	Iteration 99Q: 3 clusters Score -4851854 nChanged 54
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Mstep: Class 1 contains 34078 members 
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Entering Unmasked Estep 
Score: -4851874.500000 Penalty: 5483.307617
	Iteration 100F: 3 clusters Score -4851874 nChanged 53
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Mstep: Class 1 contains 34025 members 
Mstep: Class 2 contains 29238 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -4851869 nChanged 54
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Mstep: Class 1 contains 33973 members 
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Entering Unmasked Estep 
Score: -4851878.500000 Penalty: 5483.307617
	Iteration 102Q: 3 clusters Score -4851878 nChanged 59
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Mstep: Class 1 contains 33916 members 
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Entering Unmasked Estep 
Score: -4851885.500000 Penalty: 5483.307617
	Iteration 103Q: 3 clusters Score -4851886 nChanged 51
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Mstep: Class 1 contains 33867 members 
Mstep: Class 2 contains 29396 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -4851885 nChanged 51
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Mstep: Class 1 contains 33816 members 
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Entering Unmasked Estep 
Score: -4851891.500000 Penalty: 5483.307617
	Iteration 105Q: 3 clusters Score -4851892 nChanged 44
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Mstep: Class 1 contains 33772 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -4851888 nChanged 49
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -4851892 nChanged 40
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Mstep: Class 1 contains 33683 members 
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -4851896 nChanged 39
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Mstep: Class 1 contains 33644 members 
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -4851897 nChanged 52
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -4851900 nChanged 62
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Mstep: Class 2 contains 29733 members 
Entering Unmasked Estep 
Score: -4851901.500000 Penalty: 5483.307617
	Iteration 111Q: 3 clusters Score -4851902 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33474 members 
Mstep: Class 2 contains 29789 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -4851896 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33433 members 
Mstep: Class 2 contains 29830 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -4851898 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33382 members 
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Entering Unmasked Estep 
Score: -4851904.500000 Penalty: 5483.307617
	Iteration 114Q: 3 clusters Score -4851904 nChanged 45
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -4851904 nChanged 41
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Mstep: Class 1 contains 33296 members 
Mstep: Class 2 contains 29967 members 
Entering Unmasked Estep 
Score: -4851903.000000 Penalty: 5483.307617
	Iteration 116Q: 3 clusters Score -4851903 nChanged 44
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -4851901 nChanged 41
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Entering Unmasked Estep 
Score: -4851907.000000 Penalty: 5483.307617
	Iteration 118Q: 3 clusters Score -4851907 nChanged 35
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Entering Unmasked Estep 
Score: -4851915.000000 Penalty: 5483.307617
	Iteration 119Q: 3 clusters Score -4851915 nChanged 43
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -4851913.500000 Penalty: 5483.307617
	Iteration 120F: 3 clusters Score -4851914 nChanged 50
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -4851930 nChanged 32
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Entering Unmasked Estep 
Score: -4851933.500000 Penalty: 5483.307617
	Iteration 122Q: 3 clusters Score -4851934 nChanged 24
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -4851922.000000 Penalty: 5483.307617
	Iteration 123Q: 3 clusters Score -4851922 nChanged 20
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Mstep: Class 1 contains 33017 members 
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Entering Unmasked Estep 
Score: -4851916.000000 Penalty: 5483.307617
	Iteration 124Q: 3 clusters Score -4851916 nChanged 20
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Mstep: Class 1 contains 32999 members 
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Entering Unmasked Estep 
Score: -4851926.500000 Penalty: 5483.307617
	Iteration 125Q: 3 clusters Score -4851926 nChanged 20
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Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -4851920 nChanged 11
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -4851913 nChanged 13
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Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -4851914 nChanged 18
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -4851926 nChanged 13
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Mstep: Class 1 contains 32928 members 
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Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -4851928 nChanged 18
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Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -4851930 nChanged 21
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Mstep: Class 1 contains 32891 members 
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Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -4851930 nChanged 21
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Mstep: Class 1 contains 32870 members 
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Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -4851918 nChanged 18
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -4851920 nChanged 17
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	Iteration 135Q: 3 clusters Score -4851928 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32823 members 
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Entering Unmasked Estep 
Score: -4851925.500000 Penalty: 5483.307617
	Iteration 136Q: 3 clusters Score -4851926 nChanged 7
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Entering Unmasked Estep 
Score: -4851923.000000 Penalty: 5483.307617
	Iteration 137Q: 3 clusters Score -4851923 nChanged 8
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Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -4851926 nChanged 9
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -4851920 nChanged 11
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Entering Unmasked Estep 
Score: -4851912.000000 Penalty: 5483.307617
	Iteration 140F: 3 clusters Score -4851912 nChanged 12
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -4851916 nChanged 17
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	Iteration 142Q: 3 clusters Score -4851910 nChanged 18
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Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -4851911 nChanged 19
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Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -4851922 nChanged 20
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Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -4851928 nChanged 25
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Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -4851922 nChanged 26
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Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -4851912 nChanged 29
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Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -4851916 nChanged 29
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Mstep: Class 1 contains 32599 members 
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Entering Unmasked Estep 
Score: -4851919.500000 Penalty: 5483.307617
	Iteration 149Q: 3 clusters Score -4851920 nChanged 25
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Mstep: Class 1 contains 32576 members 
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Entering Unmasked Estep 
Score: -4851923.000000 Penalty: 5483.307617
	Iteration 150Q: 3 clusters Score -4851923 nChanged 17
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Mstep: Class 1 contains 32561 members 
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Entering Unmasked Estep 
Score: -4851927.500000 Penalty: 5483.307617
	Iteration 151Q: 3 clusters Score -4851928 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32552 members 
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Entering Unmasked Estep 
Score: -4851935.000000 Penalty: 5483.307617
	Iteration 152Q: 3 clusters Score -4851935 nChanged 4
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Mstep: Class 1 contains 32548 members 
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Entering Unmasked Estep 
Score: -4851922.500000 Penalty: 5483.307617
	Iteration 153Q: 3 clusters Score -4851922 nChanged 4
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Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -4851923 nChanged 7
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Mstep: Class 1 contains 32537 members 
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Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -4851926 nChanged 4
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Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -4851925 nChanged 4
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Entering Unmasked Estep 
Score: -4851925.500000 Penalty: 5483.307617
	Iteration 157Q: 3 clusters Score -4851926 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32524 members 
Mstep: Class 2 contains 30739 members 
Entering Unmasked Estep 
Score: -4851924.000000 Penalty: 5483.307617
	Iteration 158Q: 3 clusters Score -4851924 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32517 members 
Mstep: Class 2 contains 30746 members 
Entering Unmasked Estep 
Score: -4851924.000000 Penalty: 5483.307617
	Iteration 159Q: 3 clusters Score -4851924 nChanged 6
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Mstep: Class 1 contains 32513 members 
Mstep: Class 2 contains 30750 members 
Entering Unmasked Estep 
Score: -4851926.000000 Penalty: 5483.307617
	Iteration 160F: 3 clusters Score -4851926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32509 members 
Mstep: Class 2 contains 30754 members 
Entering Unmasked Estep 
Score: -4851931.500000 Penalty: 5483.307617
	Iteration 161Q: 3 clusters Score -4851932 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32500 members 
Mstep: Class 2 contains 30763 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -4851935 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 2 contains 30772 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -4851936 nChanged 6
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Entering Unmasked Estep 
Score: -4851935.500000 Penalty: 5483.307617
	Iteration 164Q: 3 clusters Score -4851936 nChanged 9
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -4851928.000000 Penalty: 5483.307617
	Iteration 165Q: 3 clusters Score -4851928 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 2 contains 30800 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -4851934 nChanged 15
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Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -4851933 nChanged 8
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	Iteration 168Q: 3 clusters Score -4851931 nChanged 13
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	Iteration 169Q: 3 clusters Score -4851937 nChanged 7
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Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -4851930 nChanged 15
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Mstep: Class 1 contains 32407 members 
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Entering Unmasked Estep 
Score: -4851923.500000 Penalty: 5483.307617
	Iteration 171Q: 3 clusters Score -4851924 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -4851930 nChanged 12
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -4851940 nChanged 7
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Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -4851940 nChanged 10
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Entering Unmasked Estep 
Score: -4851932.500000 Penalty: 5483.307617
	Iteration 175Q: 3 clusters Score -4851932 nChanged 12
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	Iteration 176Q: 3 clusters Score -4851930 nChanged 15
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	Iteration 177Q: 3 clusters Score -4851934 nChanged 15
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	Iteration 178Q: 3 clusters Score -4851929 nChanged 18
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	Iteration 179Q: 3 clusters Score -4851929 nChanged 18
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Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -4851935 nChanged 15
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -4851936 nChanged 20
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Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -4851930 nChanged 26
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	Iteration 183Q: 3 clusters Score -4851932 nChanged 29
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Entering Unmasked Estep 
Score: -4851921.500000 Penalty: 5483.307617
	Iteration 184Q: 3 clusters Score -4851922 nChanged 23
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Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -4851932 nChanged 26
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Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -4851930 nChanged 18
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Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -4851940 nChanged 14
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	Iteration 188Q: 3 clusters Score -4851940 nChanged 13
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	Iteration 189Q: 3 clusters Score -4851943 nChanged 9
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	Iteration 190Q: 3 clusters Score -4851946 nChanged 12
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	Iteration 191Q: 3 clusters Score -4851946 nChanged 14
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	Iteration 192Q: 3 clusters Score -4851941 nChanged 15
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	Iteration 193Q: 3 clusters Score -4851940 nChanged 18
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	Iteration 194Q: 3 clusters Score -4851936 nChanged 13
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	Iteration 195Q: 3 clusters Score -4851934 nChanged 10
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	Iteration 196Q: 3 clusters Score -4851930 nChanged 8
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	Iteration 197Q: 3 clusters Score -4851940 nChanged 10
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	Iteration 198Q: 3 clusters Score -4851936 nChanged 15
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	Iteration 199Q: 3 clusters Score -4851934 nChanged 19
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	Iteration 200F: 3 clusters Score -4851925 nChanged 18
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	Iteration 201Q: 3 clusters Score -4851921 nChanged 22
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	Iteration 202Q: 3 clusters Score -4851930 nChanged 20
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Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -4851928 nChanged 8
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	Iteration 204Q: 3 clusters Score -4851934 nChanged 11
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Score: -4851936.500000 Penalty: 5483.307617
	Iteration 205Q: 3 clusters Score -4851936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31890 members 
Mstep: Class 2 contains 31373 members 
Entering Unmasked Estep 
Score: -4851942.500000 Penalty: 5483.307617
	Iteration 206Q: 3 clusters Score -4851942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31882 members 
Mstep: Class 2 contains 31381 members 
Entering Unmasked Estep 
Score: -4851948.500000 Penalty: 5483.307617
	Iteration 207Q: 3 clusters Score -4851948 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31872 members 
Mstep: Class 2 contains 31391 members 
Entering Unmasked Estep 
Score: -4851944.500000 Penalty: 5483.307617
	Iteration 208Q: 3 clusters Score -4851944 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31861 members 
Mstep: Class 2 contains 31402 members 
Entering Unmasked Estep 
Score: -4851949.500000 Penalty: 5483.307617
	Iteration 209Q: 3 clusters Score -4851950 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31850 members 
Mstep: Class 2 contains 31413 members 
Entering Unmasked Estep 
Score: -4851958.000000 Penalty: 5483.307617
	Iteration 210Q: 3 clusters Score -4851958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31841 members 
Mstep: Class 2 contains 31422 members 
Entering Unmasked Estep 
Score: -4851955.500000 Penalty: 5483.307617
	Iteration 211Q: 3 clusters Score -4851956 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31831 members 
Mstep: Class 2 contains 31432 members 
Entering Unmasked Estep 
Score: -4851953.500000 Penalty: 5483.307617
	Iteration 212Q: 3 clusters Score -4851954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31824 members 
Mstep: Class 2 contains 31439 members 
Entering Unmasked Estep 
Score: -4851958.000000 Penalty: 5483.307617
	Iteration 213Q: 3 clusters Score -4851958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31821 members 
Mstep: Class 2 contains 31442 members 
Entering Unmasked Estep 
Score: -4851953.500000 Penalty: 5483.307617
	Iteration 214Q: 3 clusters Score -4851954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31814 members 
Mstep: Class 2 contains 31449 members 
Entering Unmasked Estep 
Score: -4851953.000000 Penalty: 5483.307617
	Iteration 215Q: 3 clusters Score -4851953 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31810 members 
Mstep: Class 2 contains 31453 members 
Entering Unmasked Estep 
Score: -4851949.000000 Penalty: 5483.307617
	Iteration 216Q: 3 clusters Score -4851949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31806 members 
Mstep: Class 2 contains 31457 members 
Entering Unmasked Estep 
Score: -4851948.000000 Penalty: 5483.307617
	Iteration 217Q: 3 clusters Score -4851948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31803 members 
Mstep: Class 2 contains 31460 members 
Entering Unmasked Estep 
Score: -4851943.500000 Penalty: 5483.307617
	Iteration 218Q: 3 clusters Score -4851944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31799 members 
Mstep: Class 2 contains 31464 members 
Entering Unmasked Estep 
Score: -4851946.500000 Penalty: 5483.307617
	Iteration 219Q: 3 clusters Score -4851946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31796 members 
Mstep: Class 2 contains 31467 members 
Entering Unmasked Estep 
Score: -4851942.000000 Penalty: 5483.307617
	Iteration 220F: 3 clusters Score -4851942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31790 members 
Mstep: Class 2 contains 31473 members 
Entering Unmasked Estep 
Score: -4851941.500000 Penalty: 5483.307617
	Iteration 221Q: 3 clusters Score -4851942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31782 members 
Mstep: Class 2 contains 31481 members 
Entering Unmasked Estep 
Score: -4851937.000000 Penalty: 5483.307617
	Iteration 222Q: 3 clusters Score -4851937 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31775 members 
Mstep: Class 2 contains 31488 members 
Entering Unmasked Estep 
Score: -4851941.000000 Penalty: 5483.307617
	Iteration 223Q: 3 clusters Score -4851941 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31766 members 
Mstep: Class 2 contains 31497 members 
Entering Unmasked Estep 
Score: -4851935.000000 Penalty: 5483.307617
	Iteration 224Q: 3 clusters Score -4851935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31764 members 
Mstep: Class 2 contains 31499 members 
Entering Unmasked Estep 
Score: -4851939.500000 Penalty: 5483.307617
	Iteration 225Q: 3 clusters Score -4851940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31762 members 
Mstep: Class 2 contains 31501 members 
Entering Unmasked Estep 
Score: -4851940.500000 Penalty: 5483.307617
	Iteration 226Q: 3 clusters Score -4851940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31762 members 
Mstep: Class 2 contains 31501 members 
Entering Unmasked Estep 
Score: -4851940.500000 Penalty: 5483.307617
	Iteration 227F: 3 clusters Score -4851940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 122338 members 
Mstep: Class 2 contains 37026 members 
Mstep: Class 3 contains 1308 members 
Mstep: Class 4 contains 154101 members 
Mstep: Class 5 contains 8989 members 
Mstep: Class 6 contains 13714 members 
Mstep: Class 7 contains 24796 members 
Mstep: Class 8 contains 2812 members 
Mstep: Class 9 contains 2854 members 
Mstep: Class 10 contains 10559 members 
Mstep: Class 11 contains 8132 members 
Mstep: Class 12 contains 6548 members 
Mstep: Class 13 contains 84702 members 
Mstep: Class 14 contains 2553 members 
Mstep: Class 15 contains 25149 members 
Mstep: Class 16 contains 3560 members 
Mstep: Class 17 contains 17371 members 
Mstep: Class 18 contains 76040 members 
Mstep: Class 19 contains 8640 members 
Mstep: Class 20 contains 602112 members 
Mstep: Class 21 contains 27548 members 
Mstep: Class 22 contains 8384 members 
Mstep: Class 23 contains 2777 members 
Mstep: Class 24 contains 54874 members 
Mstep: Class 25 contains 16987 members 
Mstep: Class 26 contains 2795 members 
Mstep: Class 27 contains 63263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111958960.000000 Penalty: 112659.960938
Iteration 79Q: 33 clusters Score -1.11959e+08 nChanged 19592
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 121508 members 
Mstep: Class 2 contains 37326 members 
Mstep: Class 3 contains 1308 members 
Mstep: Class 4 contains 153566 members 
Mstep: Class 5 contains 9020 members 
Mstep: Class 6 contains 13412 members 
Mstep: Class 7 contains 24811 members 
Mstep: Class 8 contains 2886 members 
Mstep: Class 9 contains 2853 members 
Mstep: Class 10 contains 10562 members 
Mstep: Class 11 contains 8127 members 
Mstep: Class 12 contains 6768 members 
Mstep: Class 13 contains 82093 members 
Mstep: Class 14 contains 2535 members 
Mstep: Class 15 contains 25005 members 
Mstep: Class 16 contains 4201 members 
Mstep: Class 17 contains 17175 members 
Mstep: Class 18 contains 76663 members 
Mstep: Class 19 contains 8644 members 
Mstep: Class 20 contains 604883 members 
Mstep: Class 21 contains 27239 members 
Mstep: Class 22 contains 8399 members 
Mstep: Class 23 contains 2889 members 
Mstep: Class 24 contains 55501 members 
Mstep: Class 25 contains 17145 members 
Mstep: Class 26 contains 3342 members 
Mstep: Class 27 contains 63597 members 
Mstep: Class 28 contains 3787 members 
Mstep: Class 29 contains 4702 members 
Mstep: Class 30 contains 2694 members 
Mstep: Class 31 contains 57218 members 
Mstep: Class 32 contains 3221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111963880.000000 Penalty: 112659.960938
Iteration 80F: 33 clusters Score -1.119639e+08 nChanged 13259
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120726 members 
Mstep: Class 2 contains 37700 members 
Mstep: Class 3 contains 1300 members 
Mstep: Class 4 contains 153188 members 
Mstep: Class 5 contains 8979 members 
Mstep: Class 6 contains 13109 members 
Mstep: Class 7 contains 24877 members 
Mstep: Class 8 contains 2900 members 
Mstep: Class 9 contains 2854 members 
Mstep: Class 10 contains 10556 members 
Mstep: Class 11 contains 8123 members 
Mstep: Class 12 contains 6944 members 
Mstep: Class 13 contains 79451 members 
Mstep: Class 14 contains 2504 members 
Mstep: Class 15 contains 24691 members 
Mstep: Class 16 contains 4716 members 
Mstep: Class 17 contains 17006 members 
Mstep: Class 18 contains 76554 members 
Mstep: Class 19 contains 8639 members 
Mstep: Class 20 contains 605860 members 
Mstep: Class 21 contains 26914 members 
Mstep: Class 22 contains 8410 members 
Mstep: Class 23 contains 2907 members 
Mstep: Class 24 contains 55969 members 
Mstep: Class 25 contains 17095 members 
Mstep: Class 26 contains 3721 members 
Mstep: Class 27 contains 63544 members 
Mstep: Class 28 contains 4027 members 
Mstep: Class 29 contains 5187 members 
Mstep: Class 30 contains 2872 members 
Mstep: Class 31 contains 58428 members 
Mstep: Class 32 contains 3329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111965992.000000 Penalty: 112659.960938
Iteration 81Q: 33 clusters Score -1.11966e+08 nChanged 8929
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120095 members 
Mstep: Class 2 contains 38062 members 
Mstep: Class 3 contains 1293 members 
Mstep: Class 4 contains 152907 members 
Mstep: Class 5 contains 8956 members 
Mstep: Class 6 contains 12816 members 
Mstep: Class 7 contains 24941 members 
Mstep: Class 8 contains 2930 members 
Mstep: Class 9 contains 2855 members 
Mstep: Class 10 contains 10561 members 
Mstep: Class 11 contains 8119 members 
Mstep: Class 12 contains 7116 members 
Mstep: Class 13 contains 77691 members 
Mstep: Class 14 contains 2479 members 
Mstep: Class 15 contains 24428 members 
Mstep: Class 16 contains 5146 members 
Mstep: Class 17 contains 16850 members 
Mstep: Class 18 contains 76484 members 
Mstep: Class 19 contains 8647 members 
Mstep: Class 20 contains 606088 members 
Mstep: Class 21 contains 26638 members 
Mstep: Class 22 contains 8415 members 
Mstep: Class 23 contains 2911 members 
Mstep: Class 24 contains 56457 members 
Mstep: Class 25 contains 17048 members 
Mstep: Class 26 contains 3976 members 
Mstep: Class 27 contains 63518 members 
Mstep: Class 28 contains 4215 members 
Mstep: Class 29 contains 5492 members 
Mstep: Class 30 contains 2952 members 
Mstep: Class 31 contains 59577 members 
Mstep: Class 32 contains 3417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111967288.000000 Penalty: 112659.960938
Iteration 82Q: 33 clusters Score -1.119673e+08 nChanged 7162
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 119530 members 
Mstep: Class 2 contains 38439 members 
Mstep: Class 3 contains 1286 members 
Mstep: Class 4 contains 152709 members 
Mstep: Class 5 contains 8939 members 
Mstep: Class 6 contains 12568 members 
Mstep: Class 7 contains 25001 members 
Mstep: Class 8 contains 2960 members 
Mstep: Class 9 contains 2855 members 
Mstep: Class 10 contains 10568 members 
Mstep: Class 11 contains 8123 members 
Mstep: Class 12 contains 7299 members 
Mstep: Class 13 contains 76389 members 
Mstep: Class 14 contains 2463 members 
Mstep: Class 15 contains 24240 members 
Mstep: Class 16 contains 5468 members 
Mstep: Class 17 contains 16735 members 
Mstep: Class 18 contains 76429 members 
Mstep: Class 19 contains 8660 members 
Mstep: Class 20 contains 605698 members 
Mstep: Class 21 contains 26414 members 
Mstep: Class 22 contains 8415 members 
Mstep: Class 23 contains 2915 members 
Mstep: Class 24 contains 56906 members 
Mstep: Class 25 contains 17017 members 
Mstep: Class 26 contains 4181 members 
Mstep: Class 27 contains 63523 members 
Mstep: Class 28 contains 4359 members 
Mstep: Class 29 contains 5729 members 
Mstep: Class 30 contains 2993 members 
Mstep: Class 31 contains 60769 members 
Mstep: Class 32 contains 3500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111968520.000000 Penalty: 112659.960938
Iteration 83Q: 33 clusters Score -1.119685e+08 nChanged 6221
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 119010 members 
Mstep: Class 2 contains 38829 members 
Mstep: Class 3 contains 1278 members 
Mstep: Class 4 contains 152580 members 
Mstep: Class 5 contains 8913 members 
Mstep: Class 6 contains 12346 members 
Mstep: Class 7 contains 25063 members 
Mstep: Class 8 contains 2980 members 
Mstep: Class 9 contains 2856 members 
Mstep: Class 10 contains 10573 members 
Mstep: Class 11 contains 8124 members 
Mstep: Class 12 contains 7455 members 
Mstep: Class 13 contains 75371 members 
Mstep: Class 14 contains 2462 members 
Mstep: Class 15 contains 24101 members 
Mstep: Class 16 contains 5743 members 
Mstep: Class 17 contains 16637 members 
Mstep: Class 18 contains 76396 members 
Mstep: Class 19 contains 8663 members 
Mstep: Class 20 contains 605028 members 
Mstep: Class 21 contains 26186 members 
Mstep: Class 22 contains 8417 members 
Mstep: Class 23 contains 2922 members 
Mstep: Class 24 contains 57346 members 
Mstep: Class 25 contains 16980 members 
Mstep: Class 26 contains 4301 members 
Mstep: Class 27 contains 63555 members 
Mstep: Class 28 contains 4465 members 
Mstep: Class 29 contains 5941 members 
Mstep: Class 30 contains 3021 members 
Mstep: Class 31 contains 61940 members 
Mstep: Class 32 contains 3598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111968616.000000 Penalty: 112659.960938
Iteration 84Q: 33 clusters Score -1.119686e+08 nChanged 5312
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 118578 members 
Mstep: Class 2 contains 39180 members 
Mstep: Class 3 contains 1273 members 
Mstep: Class 4 contains 152478 members 
Mstep: Class 5 contains 8908 members 
Mstep: Class 6 contains 12194 members 
Mstep: Class 7 contains 25176 members 
Mstep: Class 8 contains 3001 members 
Mstep: Class 9 contains 2857 members 
Mstep: Class 10 contains 10578 members 
Mstep: Class 11 contains 8125 members 
Mstep: Class 12 contains 7599 members 
Mstep: Class 13 contains 74531 members 
Mstep: Class 14 contains 2461 members 
Mstep: Class 15 contains 24004 members 
Mstep: Class 16 contains 5966 members 
Mstep: Class 17 contains 16544 members 
Mstep: Class 18 contains 76384 members 
Mstep: Class 19 contains 8667 members 
Mstep: Class 20 contains 604140 members 
Mstep: Class 21 contains 25944 members 
Mstep: Class 22 contains 8419 members 
Mstep: Class 23 contains 2935 members 
Mstep: Class 24 contains 57778 members 
Mstep: Class 25 contains 16946 members 
Mstep: Class 26 contains 4380 members 
Mstep: Class 27 contains 63606 members 
Mstep: Class 28 contains 4539 members 
Mstep: Class 29 contains 6119 members 
Mstep: Class 30 contains 3031 members 
Mstep: Class 31 contains 63056 members 
Mstep: Class 32 contains 3683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111968992.000000 Penalty: 112659.960938
Iteration 85Q: 33 clusters Score -1.11969e+08 nChanged 4572
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 118156 members 
Mstep: Class 2 contains 39521 members 
Mstep: Class 3 contains 1270 members 
Mstep: Class 4 contains 152390 members 
Mstep: Class 5 contains 8901 members 
Mstep: Class 6 contains 12066 members 
Mstep: Class 7 contains 25318 members 
Mstep: Class 8 contains 3015 members 
Mstep: Class 9 contains 2856 members 
Mstep: Class 10 contains 10581 members 
Mstep: Class 11 contains 8128 members 
Mstep: Class 12 contains 7745 members 
Mstep: Class 13 contains 73897 members 
Mstep: Class 14 contains 2466 members 
Mstep: Class 15 contains 23917 members 
Mstep: Class 16 contains 6150 members 
Mstep: Class 17 contains 16479 members 
Mstep: Class 18 contains 76376 members 
Mstep: Class 19 contains 8672 members 
Mstep: Class 20 contains 603163 members 
Mstep: Class 21 contains 25726 members 
Mstep: Class 22 contains 8423 members 
Mstep: Class 23 contains 2943 members 
Mstep: Class 24 contains 58226 members 
Mstep: Class 25 contains 16918 members 
Mstep: Class 26 contains 4440 members 
Mstep: Class 27 contains 63675 members 
Mstep: Class 28 contains 4600 members 
Mstep: Class 29 contains 6252 members 
Mstep: Class 30 contains 3033 members 
Mstep: Class 31 contains 64028 members 
Mstep: Class 32 contains 3749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111969696.000000 Penalty: 112659.960938
Iteration 86Q: 33 clusters Score -1.119697e+08 nChanged 4160
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 117739 members 
Mstep: Class 2 contains 39907 members 
Mstep: Class 3 contains 1269 members 
Mstep: Class 4 contains 152357 members 
Mstep: Class 5 contains 8901 members 
Mstep: Class 6 contains 11935 members 
Mstep: Class 7 contains 25436 members 
Mstep: Class 8 contains 3027 members 
Mstep: Class 9 contains 2856 members 
Mstep: Class 10 contains 10584 members 
Mstep: Class 11 contains 8130 members 
Mstep: Class 12 contains 7913 members 
Mstep: Class 13 contains 73432 members 
Mstep: Class 14 contains 2467 members 
Mstep: Class 15 contains 23833 members 
Mstep: Class 16 contains 6287 members 
Mstep: Class 17 contains 16421 members 
Mstep: Class 18 contains 76393 members 
Mstep: Class 19 contains 8674 members 
Mstep: Class 20 contains 602098 members 
Mstep: Class 21 contains 25552 members 
Mstep: Class 22 contains 8425 members 
Mstep: Class 23 contains 2940 members 
Mstep: Class 24 contains 58680 members 
Mstep: Class 25 contains 16900 members 
Mstep: Class 26 contains 4483 members 
Mstep: Class 27 contains 63699 members 
Mstep: Class 28 contains 4647 members 
Mstep: Class 29 contains 6335 members 
Mstep: Class 30 contains 3036 members 
Mstep: Class 31 contains 64930 members 
Mstep: Class 32 contains 3794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111969752.000000 Penalty: 112659.960938
Iteration 87Q: 33 clusters Score -1.119698e+08 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 117387 members 
Mstep: Class 2 contains 40278 members 
Mstep: Class 3 contains 1267 members 
Mstep: Class 4 contains 152300 members 
Mstep: Class 5 contains 8900 members 
Mstep: Class 6 contains 11830 members 
Mstep: Class 7 contains 25520 members 
Mstep: Class 8 contains 3034 members 
Mstep: Class 9 contains 2856 members 
Mstep: Class 10 contains 10590 members 
Mstep: Class 11 contains 8133 members 
Mstep: Class 12 contains 8080 members 
Mstep: Class 13 contains 73039 members 
Mstep: Class 14 contains 2467 members 
Mstep: Class 15 contains 23772 members 
Mstep: Class 16 contains 6412 members 
Mstep: Class 17 contains 16379 members 
Mstep: Class 18 contains 76408 members 
Mstep: Class 19 contains 8673 members 
Mstep: Class 20 contains 601033 members 
Mstep: Class 21 contains 25395 members 
Mstep: Class 22 contains 8425 members 
Mstep: Class 23 contains 2939 members 
Mstep: Class 24 contains 59145 members 
Mstep: Class 25 contains 16897 members 
Mstep: Class 26 contains 4509 members 
Mstep: Class 27 contains 63693 members 
Mstep: Class 28 contains 4692 members 
Mstep: Class 29 contains 6387 members 
Mstep: Class 30 contains 3047 members 
Mstep: Class 31 contains 65767 members 
Mstep: Class 32 contains 3826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111970072.000000 Penalty: 112659.960938
Iteration 88Q: 33 clusters Score -1.119701e+08 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 117060 members 
Mstep: Class 2 contains 40643 members 
Mstep: Class 3 contains 1267 members 
Mstep: Class 4 contains 152257 members 
Mstep: Class 5 contains 8896 members 
Mstep: Class 6 contains 11745 members 
Mstep: Class 7 contains 25641 members 
Mstep: Class 8 contains 3047 members 
Mstep: Class 9 contains 2856 members 
Mstep: Class 10 contains 10593 members 
Mstep: Class 11 contains 8133 members 
Mstep: Class 12 contains 8236 members 
Mstep: Class 13 contains 72687 members 
Mstep: Class 14 contains 2465 members 
Mstep: Class 15 contains 23712 members 
Mstep: Class 16 contains 6530 members 
Mstep: Class 17 contains 16341 members 
Mstep: Class 18 contains 76425 members 
Mstep: Class 19 contains 8676 members 
Mstep: Class 20 contains 599984 members 
Mstep: Class 21 contains 25227 members 
Mstep: Class 22 contains 8425 members 
Mstep: Class 23 contains 2939 members 
Mstep: Class 24 contains 59570 members 
Mstep: Class 25 contains 16890 members 
Mstep: Class 26 contains 4531 members 
Mstep: Class 27 contains 63676 members 
Mstep: Class 28 contains 4721 members 
Mstep: Class 29 contains 6450 members 
Mstep: Class 30 contains 3056 members 
Mstep: Class 31 contains 66542 members 
Mstep: Class 32 contains 3859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111970192.000000 Penalty: 112659.960938
Iteration 89Q: 33 clusters Score -1.119702e+08 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 116751 members 
Mstep: Class 2 contains 41016 members 
Mstep: Class 3 contains 1268 members 
Mstep: Class 4 contains 152247 members 
Mstep: Class 5 contains 8895 members 
Mstep: Class 6 contains 11683 members 
Mstep: Class 7 contains 25747 members 
Mstep: Class 8 contains 3061 members 
Mstep: Class 9 contains 2856 members 
Mstep: Class 10 contains 10596 members 
Mstep: Class 11 contains 8133 members 
Mstep: Class 12 contains 8376 members 
Mstep: Class 13 contains 72369 members 
Mstep: Class 14 contains 2463 members 
Mstep: Class 15 contains 23672 members 
Mstep: Class 16 contains 6619 members 
Mstep: Class 17 contains 16313 members 
Mstep: Class 18 contains 76460 members 
Mstep: Class 19 contains 8674 members 
Mstep: Class 20 contains 598972 members 
Mstep: Class 21 contains 25046 members 
Mstep: Class 22 contains 8427 members 
Mstep: Class 23 contains 2937 members 
Mstep: Class 24 contains 59975 members 
Mstep: Class 25 contains 16878 members 
Mstep: Class 26 contains 4558 members 
Mstep: Class 27 contains 63646 members 
Mstep: Class 28 contains 4741 members 
Mstep: Class 29 contains 6503 members 
Mstep: Class 30 contains 3061 members 
Mstep: Class 31 contains 67253 members 
Mstep: Class 32 contains 3884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111970576.000000 Penalty: 112659.960938
Iteration 90Q: 33 clusters Score -1.119706e+08 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 116504 members 
Mstep: Class 2 contains 41346 members 
Mstep: Class 3 contains 1268 members 
Mstep: Class 4 contains 152243 members 
Mstep: Class 5 contains 8888 members 
Mstep: Class 6 contains 11630 members 
Mstep: Class 7 contains 25840 members 
Mstep: Class 8 contains 3071 members 
Mstep: Class 9 contains 2856 members 
Mstep: Class 10 contains 10598 members 
Mstep: Class 11 contains 8134 members 
Mstep: Class 12 contains 8552 members 
Mstep: Class 13 contains 72084 members 
Mstep: Class 14 contains 2465 members 
Mstep: Class 15 contains 23632 members 
Mstep: Class 16 contains 6691 members 
Mstep: Class 17 contains 16302 members 
Mstep: Class 18 contains 76488 members 
Mstep: Class 19 contains 8673 members 
Mstep: Class 20 contains 597948 members 
Mstep: Class 21 contains 24909 members 
Mstep: Class 22 contains 8431 members 
Mstep: Class 23 contains 2927 members 
Mstep: Class 24 contains 60393 members 
Mstep: Class 25 contains 16866 members 
Mstep: Class 26 contains 4566 members 
Mstep: Class 27 contains 63590 members 
Mstep: Class 28 contains 4767 members 
Mstep: Class 29 contains 6547 members 
Mstep: Class 30 contains 3062 members 
Mstep: Class 31 contains 67894 members 
Mstep: Class 32 contains 3915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111970608.000000 Penalty: 112659.960938
Iteration 91Q: 33 clusters Score -1.119706e+08 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 116260 members 
Mstep: Class 2 contains 41637 members 
Mstep: Class 3 contains 1268 members 
Mstep: Class 4 contains 152249 members 
Mstep: Class 5 contains 8885 members 
Mstep: Class 6 contains 11591 members 
Mstep: Class 7 contains 25922 members 
Mstep: Class 8 contains 3080 members 
Mstep: Class 9 contains 2856 members 
Mstep: Class 10 contains 10600 members 
Mstep: Class 11 contains 8134 members 
Mstep: Class 12 contains 8724 members 
Mstep: Class 13 contains 71838 members 
Mstep: Class 14 contains 2468 members 
Mstep: Class 15 contains 23607 members 
Mstep: Class 16 contains 6756 members 
Mstep: Class 17 contains 16291 members 
Mstep: Class 18 contains 76508 members 
Mstep: Class 19 contains 8674 members 
Mstep: Class 20 contains 596974 members 
Mstep: Class 21 contains 24764 members 
Mstep: Class 22 contains 8431 members 
Mstep: Class 23 contains 2924 members 
Mstep: Class 24 contains 60786 members 
Mstep: Class 25 contains 16873 members 
Mstep: Class 26 contains 4572 members 
Mstep: Class 27 contains 63559 members 
Mstep: Class 28 contains 4788 members 
Mstep: Class 29 contains 6583 members 
Mstep: Class 30 contains 3064 members 
Mstep: Class 31 contains 68470 members 
Mstep: Class 32 contains 3944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111970880.000000 Penalty: 112659.960938
Iteration 92Q: 33 clusters Score -1.119709e+08 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 116011 members 
Mstep: Class 2 contains 41905 members 
Mstep: Class 3 contains 1268 members 
Mstep: Class 4 contains 152263 members 
Mstep: Class 5 contains 8886 members 
Mstep: Class 6 contains 11539 members 
Mstep: Class 7 contains 26020 members 
Mstep: Class 8 contains 3078 members 
Mstep: Class 9 contains 2856 members 
Mstep: Class 10 contains 10603 members 
Mstep: Class 11 contains 8134 members 
Mstep: Class 12 contains 8897 members 
Mstep: Class 13 contains 71633 members 
Mstep: Class 14 contains 2471 members 
Mstep: Class 15 contains 23591 members 
Mstep: Class 16 contains 6819 members 
Mstep: Class 17 contains 16275 members 
Mstep: Class 18 contains 76520 members 
Mstep: Class 19 contains 8677 members 
Mstep: Class 20 contains 596088 members 
Mstep: Class 21 contains 24638 members 
Mstep: Class 22 contains 8431 members 
Mstep: Class 23 contains 2920 members 
Mstep: Class 24 contains 61140 members 
Mstep: Class 25 contains 16886 members 
Mstep: Class 26 contains 4582 members 
Mstep: Class 27 contains 63499 members 
Mstep: Class 28 contains 4799 members 
Mstep: Class 29 contains 6605 members 
Mstep: Class 30 contains 3065 members 
Mstep: Class 31 contains 69000 members 
Mstep: Class 32 contains 3981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111971288.000000 Penalty: 112659.960938
Iteration 93Q: 33 clusters Score -1.119713e+08 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115781 members 
Mstep: Class 2 contains 42135 members 
Mstep: Class 3 contains 1268 members 
Mstep: Class 4 contains 152279 members 
Mstep: Class 5 contains 8889 members 
Mstep: Class 6 contains 11489 members 
Mstep: Class 7 contains 26122 members 
Mstep: Class 8 contains 3089 members 
Mstep: Class 9 contains 2856 members 
Mstep: Class 10 contains 10606 members 
Mstep: Class 11 contains 8134 members 
Mstep: Class 12 contains 9055 members 
Mstep: Class 13 contains 71446 members 
Mstep: Class 14 contains 2467 members 
Mstep: Class 15 contains 23576 members 
Mstep: Class 16 contains 6881 members 
Mstep: Class 17 contains 16247 members 
Mstep: Class 18 contains 76532 members 
Mstep: Class 19 contains 8676 members 
Mstep: Class 20 contains 595217 members 
Mstep: Class 21 contains 24535 members 
Mstep: Class 22 contains 8432 members 
Mstep: Class 23 contains 2914 members 
Mstep: Class 24 contains 61470 members 
Mstep: Class 25 contains 16893 members 
Mstep: Class 26 contains 4582 members 
Mstep: Class 27 contains 63463 members 
Mstep: Class 28 contains 4804 members 
Mstep: Class 29 contains 6629 members 
Mstep: Class 30 contains 3069 members 
Mstep: Class 31 contains 69537 members 
Mstep: Class 32 contains 4007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111971632.000000 Penalty: 112659.960938
Iteration 94Q: 33 clusters Score -1.119716e+08 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115549 members 
Mstep: Class 2 contains 42348 members 
Mstep: Class 3 contains 1269 members 
Mstep: Class 4 contains 152288 members 
Mstep: Class 5 contains 8886 members 
Mstep: Class 6 contains 11442 members 
Mstep: Class 7 contains 26219 members 
Mstep: Class 8 contains 3096 members 
Mstep: Class 9 contains 2856 members 
Mstep: Class 10 contains 10609 members 
Mstep: Class 11 contains 8134 members 
Mstep: Class 12 contains 9207 members 
Mstep: Class 13 contains 71253 members 
Mstep: Class 14 contains 2466 members 
Mstep: Class 15 contains 23565 members 
Mstep: Class 16 contains 6948 members 
Mstep: Class 17 contains 16219 members 
Mstep: Class 18 contains 76547 members 
Mstep: Class 19 contains 8676 members 
Mstep: Class 20 contains 594422 members 
Mstep: Class 21 contains 24447 members 
Mstep: Class 22 contains 8435 members 
Mstep: Class 23 contains 2910 members 
Mstep: Class 24 contains 61797 members 
Mstep: Class 25 contains 16916 members 
Mstep: Class 26 contains 4585 members 
Mstep: Class 27 contains 63418 members 
Mstep: Class 28 contains 4812 members 
Mstep: Class 29 contains 6651 members 
Mstep: Class 30 contains 3073 members 
Mstep: Class 31 contains 70006 members 
Mstep: Class 32 contains 4031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111971568.000000 Penalty: 112659.960938
Iteration 95Q: 33 clusters Score -1.119716e+08 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115397 members 
Mstep: Class 2 contains 42524 members 
Mstep: Class 3 contains 1269 members 
Mstep: Class 4 contains 152306 members 
Mstep: Class 5 contains 8888 members 
Mstep: Class 6 contains 11399 members 
Mstep: Class 7 contains 26286 members 
Mstep: Class 8 contains 3106 members 
Mstep: Class 9 contains 2856 members 
Mstep: Class 10 contains 10612 members 
Mstep: Class 11 contains 8134 members 
Mstep: Class 12 contains 9346 members 
Mstep: Class 13 contains 71092 members 
Mstep: Class 14 contains 2460 members 
Mstep: Class 15 contains 23554 members 
Mstep: Class 16 contains 6994 members 
Mstep: Class 17 contains 16198 members 
Mstep: Class 18 contains 76558 members 
Mstep: Class 19 contains 8681 members 
Mstep: Class 20 contains 593610 members 
Mstep: Class 21 contains 24373 members 
Mstep: Class 22 contains 8435 members 
Mstep: Class 23 contains 2904 members 
Mstep: Class 24 contains 62142 members 
Mstep: Class 25 contains 16942 members 
Mstep: Class 26 contains 4590 members 
Mstep: Class 27 contains 63366 members 
Mstep: Class 28 contains 4819 members 
Mstep: Class 29 contains 6664 members 
Mstep: Class 30 contains 3073 members 
Mstep: Class 31 contains 70447 members 
Mstep: Class 32 contains 4055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111971648.000000 Penalty: 112659.960938
Iteration 96Q: 33 clusters Score -1.119716e+08 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115290 members 
Mstep: Class 2 contains 42671 members 
Mstep: Class 3 contains 1269 members 
Mstep: Class 4 contains 152317 members 
Mstep: Class 5 contains 8884 members 
Mstep: Class 6 contains 11356 members 
Mstep: Class 7 contains 26338 members 
Mstep: Class 8 contains 3108 members 
Mstep: Class 9 contains 2856 members 
Mstep: Class 10 contains 10615 members 
Mstep: Class 11 contains 8134 members 
Mstep: Class 12 contains 9464 members 
Mstep: Class 13 contains 70942 members 
Mstep: Class 14 contains 2464 members 
Mstep: Class 15 contains 23540 members 
Mstep: Class 16 contains 7027 members 
Mstep: Class 17 contains 16164 members 
Mstep: Class 18 contains 76567 members 
Mstep: Class 19 contains 8684 members 
Mstep: Class 20 contains 592848 members 
Mstep: Class 21 contains 24307 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2901 members 
Mstep: Class 24 contains 62482 members 
Mstep: Class 25 contains 16953 members 
Mstep: Class 26 contains 4594 members 
Mstep: Class 27 contains 63328 members 
Mstep: Class 28 contains 4823 members 
Mstep: Class 29 contains 6677 members 
Mstep: Class 30 contains 3077 members 
Mstep: Class 31 contains 70875 members 
Mstep: Class 32 contains 4088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111971776.000000 Penalty: 112659.960938
Iteration 97Q: 33 clusters Score -1.119718e+08 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115167 members 
Mstep: Class 2 contains 42825 members 
Mstep: Class 3 contains 1268 members 
Mstep: Class 4 contains 152316 members 
Mstep: Class 5 contains 8888 members 
Mstep: Class 6 contains 11325 members 
Mstep: Class 7 contains 26413 members 
Mstep: Class 8 contains 3115 members 
Mstep: Class 9 contains 2856 members 
Mstep: Class 10 contains 10614 members 
Mstep: Class 11 contains 8134 members 
Mstep: Class 12 contains 9593 members 
Mstep: Class 13 contains 70812 members 
Mstep: Class 14 contains 2464 members 
Mstep: Class 15 contains 23534 members 
Mstep: Class 16 contains 7054 members 
Mstep: Class 17 contains 16141 members 
Mstep: Class 18 contains 76565 members 
Mstep: Class 19 contains 8683 members 
Mstep: Class 20 contains 592093 members 
Mstep: Class 21 contains 24237 members 
Mstep: Class 22 contains 8438 members 
Mstep: Class 23 contains 2899 members 
Mstep: Class 24 contains 62826 members 
Mstep: Class 25 contains 16959 members 
Mstep: Class 26 contains 4602 members 
Mstep: Class 27 contains 63277 members 
Mstep: Class 28 contains 4830 members 
Mstep: Class 29 contains 6692 members 
Mstep: Class 30 contains 3081 members 
Mstep: Class 31 contains 71263 members 
Mstep: Class 32 contains 4116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111971808.000000 Penalty: 112659.960938
Iteration 98Q: 33 clusters Score -1.119718e+08 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115001 members 
Mstep: Class 2 contains 42982 members 
Mstep: Class 3 contains 1266 members 
Mstep: Class 4 contains 152332 members 
Mstep: Class 5 contains 8891 members 
Mstep: Class 6 contains 11296 members 
Mstep: Class 7 contains 26476 members 
Mstep: Class 8 contains 3117 members 
Mstep: Class 9 contains 2857 members 
Mstep: Class 10 contains 10619 members 
Mstep: Class 11 contains 8134 members 
Mstep: Class 12 contains 9722 members 
Mstep: Class 13 contains 70707 members 
Mstep: Class 14 contains 2467 members 
Mstep: Class 15 contains 23526 members 
Mstep: Class 16 contains 7072 members 
Mstep: Class 17 contains 16127 members 
Mstep: Class 18 contains 76559 members 
Mstep: Class 19 contains 8682 members 
Mstep: Class 20 contains 591413 members 
Mstep: Class 21 contains 24156 members 
Mstep: Class 22 contains 8436 members 
Mstep: Class 23 contains 2896 members 
Mstep: Class 24 contains 63149 members 
Mstep: Class 25 contains 16972 members 
Mstep: Class 26 contains 4607 members 
Mstep: Class 27 contains 63239 members 
Mstep: Class 28 contains 4836 members 
Mstep: Class 29 contains 6702 members 
Mstep: Class 30 contains 3086 members 
Mstep: Class 31 contains 71618 members 
Mstep: Class 32 contains 4137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111971704.000000 Penalty: 112659.960938
Iteration 99Q: 33 clusters Score -1.119717e+08 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 114876 members 
Mstep: Class 2 contains 43106 members 
Mstep: Class 3 contains 1265 members 
Mstep: Class 4 contains 152336 members 
Mstep: Class 5 contains 8893 members 
Mstep: Class 6 contains 11272 members 
Mstep: Class 7 contains 26563 members 
Mstep: Class 8 contains 3118 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 10619 members 
Mstep: Class 11 contains 8134 members 
Mstep: Class 12 contains 9840 members 
Mstep: Class 13 contains 70613 members 
Mstep: Class 14 contains 2467 members 
Mstep: Class 15 contains 23516 members 
Mstep: Class 16 contains 7091 members 
Mstep: Class 17 contains 16120 members 
Mstep: Class 18 contains 76560 members 
Mstep: Class 19 contains 8684 members 
Mstep: Class 20 contains 590787 members 
Mstep: Class 21 contains 24084 members 
Mstep: Class 22 contains 8436 members 
Mstep: Class 23 contains 2894 members 
Mstep: Class 24 contains 63418 members 
Mstep: Class 25 contains 16983 members 
Mstep: Class 26 contains 4606 members 
Mstep: Class 27 contains 63209 members 
Mstep: Class 28 contains 4839 members 
Mstep: Class 29 contains 6714 members 
Mstep: Class 30 contains 3089 members 
Mstep: Class 31 contains 71934 members 
Mstep: Class 32 contains 4156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111971632.000000 Penalty: 112659.960938
Iteration 100F: 33 clusters Score -1.119716e+08 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 114770 members 
Mstep: Class 2 contains 43236 members 
Mstep: Class 3 contains 1264 members 
Mstep: Class 4 contains 152340 members 
Mstep: Class 5 contains 8897 members 
Mstep: Class 6 contains 11253 members 
Mstep: Class 7 contains 26622 members 
Mstep: Class 8 contains 3120 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 10617 members 
Mstep: Class 11 contains 8134 members 
Mstep: Class 12 contains 9983 members 
Mstep: Class 13 contains 70533 members 
Mstep: Class 14 contains 2465 members 
Mstep: Class 15 contains 23512 members 
Mstep: Class 16 contains 7109 members 
Mstep: Class 17 contains 16115 members 
Mstep: Class 18 contains 76564 members 
Mstep: Class 19 contains 8684 members 
Mstep: Class 20 contains 590207 members 
Mstep: Class 21 contains 24016 members 
Mstep: Class 22 contains 8436 members 
Mstep: Class 23 contains 2892 members 
Mstep: Class 24 contains 63658 members 
Mstep: Class 25 contains 16991 members 
Mstep: Class 26 contains 4601 members 
Mstep: Class 27 contains 63136 members 
Mstep: Class 28 contains 4843 members 
Mstep: Class 29 contains 6721 members 
Mstep: Class 30 contains 3100 members 
Mstep: Class 31 contains 72236 members 
Mstep: Class 32 contains 4167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111971392.000000 Penalty: 112659.960938
Iteration 101Q: 33 clusters Score -1.119714e+08 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 114671 members 
Mstep: Class 2 contains 43358 members 
Mstep: Class 3 contains 1263 members 
Mstep: Class 4 contains 152341 members 
Mstep: Class 5 contains 8897 members 
Mstep: Class 6 contains 11224 members 
Mstep: Class 7 contains 26687 members 
Mstep: Class 8 contains 3121 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 10617 members 
Mstep: Class 11 contains 8134 members 
Mstep: Class 12 contains 10113 members 
Mstep: Class 13 contains 70448 members 
Mstep: Class 14 contains 2463 members 
Mstep: Class 15 contains 23510 members 
Mstep: Class 16 contains 7124 members 
Mstep: Class 17 contains 16106 members 
Mstep: Class 18 contains 76568 members 
Mstep: Class 19 contains 8688 members 
Mstep: Class 20 contains 589686 members 
Mstep: Class 21 contains 23969 members 
Mstep: Class 22 contains 8436 members 
Mstep: Class 23 contains 2894 members 
Mstep: Class 24 contains 63889 members 
Mstep: Class 25 contains 16995 members 
Mstep: Class 26 contains 4602 members 
Mstep: Class 27 contains 63048 members 
Mstep: Class 28 contains 4849 members 
Mstep: Class 29 contains 6722 members 
Mstep: Class 30 contains 3108 members 
Mstep: Class 31 contains 72503 members 
Mstep: Class 32 contains 4188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111971888.000000 Penalty: 112659.960938
Iteration 102Q: 33 clusters Score -1.119719e+08 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 114583 members 
Mstep: Class 2 contains 43476 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 152352 members 
Mstep: Class 5 contains 8897 members 
Mstep: Class 6 contains 11206 members 
Mstep: Class 7 contains 26754 members 
Mstep: Class 8 contains 3121 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 10618 members 
Mstep: Class 11 contains 8134 members 
Mstep: Class 12 contains 10246 members 
Mstep: Class 13 contains 70350 members 
Mstep: Class 14 contains 2463 members 
Mstep: Class 15 contains 23501 members 
Mstep: Class 16 contains 7142 members 
Mstep: Class 17 contains 16098 members 
Mstep: Class 18 contains 76561 members 
Mstep: Class 19 contains 8692 members 
Mstep: Class 20 contains 589161 members 
Mstep: Class 21 contains 23916 members 
Mstep: Class 22 contains 8435 members 
Mstep: Class 23 contains 2892 members 
Mstep: Class 24 contains 64125 members 
Mstep: Class 25 contains 17005 members 
Mstep: Class 26 contains 4598 members 
Mstep: Class 27 contains 62977 members 
Mstep: Class 28 contains 4855 members 
Mstep: Class 29 contains 6722 members 
Mstep: Class 30 contains 3112 members 
Mstep: Class 31 contains 72758 members 
Mstep: Class 32 contains 4210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111972128.000000 Penalty: 112659.960938
Iteration 103Q: 33 clusters Score -1.119721e+08 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 114516 members 
Mstep: Class 2 contains 43571 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 152367 members 
Mstep: Class 5 contains 8897 members 
Mstep: Class 6 contains 11190 members 
Mstep: Class 7 contains 26850 members 
Mstep: Class 8 contains 3123 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 10619 members 
Mstep: Class 11 contains 8134 members 
Mstep: Class 12 contains 10361 members 
Mstep: Class 13 contains 70237 members 
Mstep: Class 14 contains 2462 members 
Mstep: Class 15 contains 23495 members 
Mstep: Class 16 contains 7154 members 
Mstep: Class 17 contains 16083 members 
Mstep: Class 18 contains 76563 members 
Mstep: Class 19 contains 8698 members 
Mstep: Class 20 contains 588667 members 
Mstep: Class 21 contains 23890 members 
Mstep: Class 22 contains 8435 members 
Mstep: Class 23 contains 2890 members 
Mstep: Class 24 contains 64363 members 
Mstep: Class 25 contains 17007 members 
Mstep: Class 26 contains 4602 members 
Mstep: Class 27 contains 62892 members 
Mstep: Class 28 contains 4861 members 
Mstep: Class 29 contains 6724 members 
Mstep: Class 30 contains 3113 members 
Mstep: Class 31 contains 72980 members 
Mstep: Class 32 contains 4216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111972000.000000 Penalty: 112659.960938
Iteration 104Q: 33 clusters Score -1.11972e+08 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 114451 members 
Mstep: Class 2 contains 43668 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 152364 members 
Mstep: Class 5 contains 8895 members 
Mstep: Class 6 contains 11168 members 
Mstep: Class 7 contains 26931 members 
Mstep: Class 8 contains 3126 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 10619 members 
Mstep: Class 11 contains 8134 members 
Mstep: Class 12 contains 10480 members 
Mstep: Class 13 contains 70135 members 
Mstep: Class 14 contains 2462 members 
Mstep: Class 15 contains 23490 members 
Mstep: Class 16 contains 7169 members 
Mstep: Class 17 contains 16079 members 
Mstep: Class 18 contains 76581 members 
Mstep: Class 19 contains 8702 members 
Mstep: Class 20 contains 588152 members 
Mstep: Class 21 contains 23885 members 
Mstep: Class 22 contains 8435 members 
Mstep: Class 23 contains 2883 members 
Mstep: Class 24 contains 64611 members 
Mstep: Class 25 contains 17015 members 
Mstep: Class 26 contains 4603 members 
Mstep: Class 27 contains 62807 members 
Mstep: Class 28 contains 4865 members 
Mstep: Class 29 contains 6725 members 
Mstep: Class 30 contains 3113 members 
Mstep: Class 31 contains 73193 members 
Mstep: Class 32 contains 4220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111972264.000000 Penalty: 112659.960938
Iteration 105Q: 33 clusters Score -1.119723e+08 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 114391 members 
Mstep: Class 2 contains 43763 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 152372 members 
Mstep: Class 5 contains 8893 members 
Mstep: Class 6 contains 11149 members 
Mstep: Class 7 contains 27002 members 
Mstep: Class 8 contains 3128 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 10618 members 
Mstep: Class 11 contains 8135 members 
Mstep: Class 12 contains 10594 members 
Mstep: Class 13 contains 70030 members 
Mstep: Class 14 contains 2460 members 
Mstep: Class 15 contains 23486 members 
Mstep: Class 16 contains 7180 members 
Mstep: Class 17 contains 16079 members 
Mstep: Class 18 contains 76584 members 
Mstep: Class 19 contains 8702 members 
Mstep: Class 20 contains 587672 members 
Mstep: Class 21 contains 23872 members 
Mstep: Class 22 contains 8435 members 
Mstep: Class 23 contains 2881 members 
Mstep: Class 24 contains 64843 members 
Mstep: Class 25 contains 17014 members 
Mstep: Class 26 contains 4603 members 
Mstep: Class 27 contains 62748 members 
Mstep: Class 28 contains 4871 members 
Mstep: Class 29 contains 6726 members 
Mstep: Class 30 contains 3115 members 
Mstep: Class 31 contains 73391 members 
Mstep: Class 32 contains 4224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111972216.000000 Penalty: 112659.960938
Iteration 106Q: 33 clusters Score -1.119722e+08 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 114335 members 
Mstep: Class 2 contains 43846 members 
Mstep: Class 3 contains 1258 members 
Mstep: Class 4 contains 152378 members 
Mstep: Class 5 contains 8896 members 
Mstep: Class 6 contains 11124 members 
Mstep: Class 7 contains 27093 members 
Mstep: Class 8 contains 3135 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 10618 members 
Mstep: Class 11 contains 8135 members 
Mstep: Class 12 contains 10699 members 
Mstep: Class 13 contains 69942 members 
Mstep: Class 14 contains 2459 members 
Mstep: Class 15 contains 23484 members 
Mstep: Class 16 contains 7189 members 
Mstep: Class 17 contains 16076 members 
Mstep: Class 18 contains 76569 members 
Mstep: Class 19 contains 8703 members 
Mstep: Class 20 contains 587192 members 
Mstep: Class 21 contains 23865 members 
Mstep: Class 22 contains 8435 members 
Mstep: Class 23 contains 2879 members 
Mstep: Class 24 contains 65087 members 
Mstep: Class 25 contains 17019 members 
Mstep: Class 26 contains 4598 members 
Mstep: Class 27 contains 62680 members 
Mstep: Class 28 contains 4881 members 
Mstep: Class 29 contains 6729 members 
Mstep: Class 30 contains 3116 members 
Mstep: Class 31 contains 73575 members 
Mstep: Class 32 contains 4227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111972440.000000 Penalty: 112659.960938
Iteration 107Q: 33 clusters Score -1.119724e+08 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 114265 members 
Mstep: Class 2 contains 43942 members 
Mstep: Class 3 contains 1257 members 
Mstep: Class 4 contains 152388 members 
Mstep: Class 5 contains 8897 members 
Mstep: Class 6 contains 11096 members 
Mstep: Class 7 contains 27190 members 
Mstep: Class 8 contains 3140 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 10621 members 
Mstep: Class 11 contains 8135 members 
Mstep: Class 12 contains 10804 members 
Mstep: Class 13 contains 69863 members 
Mstep: Class 14 contains 2458 members 
Mstep: Class 15 contains 23476 members 
Mstep: Class 16 contains 7201 members 
Mstep: Class 17 contains 16074 members 
Mstep: Class 18 contains 76559 members 
Mstep: Class 19 contains 8704 members 
Mstep: Class 20 contains 586725 members 
Mstep: Class 21 contains 23847 members 
Mstep: Class 22 contains 8435 members 
Mstep: Class 23 contains 2876 members 
Mstep: Class 24 contains 65331 members 
Mstep: Class 25 contains 17022 members 
Mstep: Class 26 contains 4597 members 
Mstep: Class 27 contains 62602 members 
Mstep: Class 28 contains 4886 members 
Mstep: Class 29 contains 6733 members 
Mstep: Class 30 contains 3118 members 
Mstep: Class 31 contains 73742 members 
Mstep: Class 32 contains 4238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111972544.000000 Penalty: 112659.960938
Iteration 108Q: 33 clusters Score -1.119725e+08 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 114207 members 
Mstep: Class 2 contains 44035 members 
Mstep: Class 3 contains 1257 members 
Mstep: Class 4 contains 152390 members 
Mstep: Class 5 contains 8898 members 
Mstep: Class 6 contains 11077 members 
Mstep: Class 7 contains 27278 members 
Mstep: Class 8 contains 3143 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 10623 members 
Mstep: Class 11 contains 8135 members 
Mstep: Class 12 contains 10918 members 
Mstep: Class 13 contains 69787 members 
Mstep: Class 14 contains 2460 members 
Mstep: Class 15 contains 23470 members 
Mstep: Class 16 contains 7213 members 
Mstep: Class 17 contains 16075 members 
Mstep: Class 18 contains 76553 members 
Mstep: Class 19 contains 8706 members 
Mstep: Class 20 contains 586270 members 
Mstep: Class 21 contains 23838 members 
Mstep: Class 22 contains 8435 members 
Mstep: Class 23 contains 2875 members 
Mstep: Class 24 contains 65573 members 
Mstep: Class 25 contains 17027 members 
Mstep: Class 26 contains 4594 members 
Mstep: Class 27 contains 62499 members 
Mstep: Class 28 contains 4891 members 
Mstep: Class 29 contains 6733 members 
Mstep: Class 30 contains 3126 members 
Mstep: Class 31 contains 73892 members 
Mstep: Class 32 contains 4244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111972224.000000 Penalty: 112659.960938
Iteration 109Q: 33 clusters Score -1.119722e+08 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 114154 members 
Mstep: Class 2 contains 44123 members 
Mstep: Class 3 contains 1257 members 
Mstep: Class 4 contains 152385 members 
Mstep: Class 5 contains 8896 members 
Mstep: Class 6 contains 11047 members 
Mstep: Class 7 contains 27353 members 
Mstep: Class 8 contains 3144 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 10623 members 
Mstep: Class 11 contains 8135 members 
Mstep: Class 12 contains 11026 members 
Mstep: Class 13 contains 69717 members 
Mstep: Class 14 contains 2460 members 
Mstep: Class 15 contains 23466 members 
Mstep: Class 16 contains 7227 members 
Mstep: Class 17 contains 16068 members 
Mstep: Class 18 contains 76563 members 
Mstep: Class 19 contains 8707 members 
Mstep: Class 20 contains 585818 members 
Mstep: Class 21 contains 23846 members 
Mstep: Class 22 contains 8435 members 
Mstep: Class 23 contains 2875 members 
Mstep: Class 24 contains 65804 members 
Mstep: Class 25 contains 17030 members 
Mstep: Class 26 contains 4596 members 
Mstep: Class 27 contains 62405 members 
Mstep: Class 28 contains 4901 members 
Mstep: Class 29 contains 6737 members 
Mstep: Class 30 contains 3131 members 
Mstep: Class 31 contains 74037 members 
Mstep: Class 32 contains 4256 members 
Entering Unmasked Estep 
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Score: -111972112.000000 Penalty: 112659.960938
Iteration 110Q: 33 clusters Score -1.119721e+08 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 114110 members 
Mstep: Class 2 contains 44195 members 
Mstep: Class 3 contains 1257 members 
Mstep: Class 4 contains 152387 members 
Mstep: Class 5 contains 8895 members 
Mstep: Class 6 contains 11032 members 
Mstep: Class 7 contains 27428 members 
Mstep: Class 8 contains 3150 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 10623 members 
Mstep: Class 11 contains 8135 members 
Mstep: Class 12 contains 11129 members 
Mstep: Class 13 contains 69651 members 
Mstep: Class 14 contains 2459 members 
Mstep: Class 15 contains 23466 members 
Mstep: Class 16 contains 7238 members 
Mstep: Class 17 contains 16067 members 
Mstep: Class 18 contains 76572 members 
Mstep: Class 19 contains 8706 members 
Mstep: Class 20 contains 585384 members 
Mstep: Class 21 contains 23843 members 
Mstep: Class 22 contains 8436 members 
Mstep: Class 23 contains 2873 members 
Mstep: Class 24 contains 66039 members 
Mstep: Class 25 contains 17035 members 
Mstep: Class 26 contains 4593 members 
Mstep: Class 27 contains 62305 members 
Mstep: Class 28 contains 4906 members 
Mstep: Class 29 contains 6739 members 
Mstep: Class 30 contains 3137 members 
Mstep: Class 31 contains 74162 members 
Mstep: Class 32 contains 4270 members 
Entering Unmasked Estep 
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Score: -111971864.000000 Penalty: 112659.960938
Iteration 111Q: 33 clusters Score -1.119719e+08 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 114067 members 
Mstep: Class 2 contains 44264 members 
Mstep: Class 3 contains 1257 members 
Mstep: Class 4 contains 152380 members 
Mstep: Class 5 contains 8897 members 
Mstep: Class 6 contains 11014 members 
Mstep: Class 7 contains 27489 members 
Mstep: Class 8 contains 3150 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 10626 members 
Mstep: Class 11 contains 8135 members 
Mstep: Class 12 contains 11227 members 
Mstep: Class 13 contains 69601 members 
Mstep: Class 14 contains 2459 members 
Mstep: Class 15 contains 23463 members 
Mstep: Class 16 contains 7249 members 
Mstep: Class 17 contains 16065 members 
Mstep: Class 18 contains 76576 members 
Mstep: Class 19 contains 8709 members 
Mstep: Class 20 contains 584970 members 
Mstep: Class 21 contains 23851 members 
Mstep: Class 22 contains 8436 members 
Mstep: Class 23 contains 2871 members 
Mstep: Class 24 contains 66267 members 
Mstep: Class 25 contains 17041 members 
Mstep: Class 26 contains 4593 members 
Mstep: Class 27 contains 62206 members 
Mstep: Class 28 contains 4912 members 
Mstep: Class 29 contains 6738 members 
Mstep: Class 30 contains 3140 members 
Mstep: Class 31 contains 74285 members 
Mstep: Class 32 contains 4284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111971576.000000 Penalty: 112659.960938
Iteration 112Q: 33 clusters Score -1.119716e+08 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 114054 members 
Mstep: Class 2 contains 44324 members 
Mstep: Class 3 contains 1258 members 
Mstep: Class 4 contains 152381 members 
Mstep: Class 5 contains 8898 members 
Mstep: Class 6 contains 11003 members 
Mstep: Class 7 contains 27550 members 
Mstep: Class 8 contains 3151 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 10626 members 
Mstep: Class 11 contains 8135 members 
Mstep: Class 12 contains 11324 members 
Mstep: Class 13 contains 69558 members 
Mstep: Class 14 contains 2461 members 
Mstep: Class 15 contains 23467 members 
Mstep: Class 16 contains 7254 members 
Mstep: Class 17 contains 16064 members 
Mstep: Class 18 contains 76576 members 
Mstep: Class 19 contains 8710 members 
Mstep: Class 20 contains 584563 members 
Mstep: Class 21 contains 23853 members 
Mstep: Class 22 contains 8435 members 
Mstep: Class 23 contains 2871 members 
Mstep: Class 24 contains 66456 members 
Mstep: Class 25 contains 17048 members 
Mstep: Class 26 contains 4597 members 
Mstep: Class 27 contains 62110 members 
Mstep: Class 28 contains 4921 members 
Mstep: Class 29 contains 6741 members 
Mstep: Class 30 contains 3145 members 
Mstep: Class 31 contains 74390 members 
Mstep: Class 32 contains 4298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111971872.000000 Penalty: 112659.960938
Iteration 113Q: 33 clusters Score -1.119719e+08 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 114014 members 
Mstep: Class 2 contains 44390 members 
Mstep: Class 3 contains 1257 members 
Mstep: Class 4 contains 152383 members 
Mstep: Class 5 contains 8899 members 
Mstep: Class 6 contains 10987 members 
Mstep: Class 7 contains 27613 members 
Mstep: Class 8 contains 3153 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 10627 members 
Mstep: Class 11 contains 8136 members 
Mstep: Class 12 contains 11406 members 
Mstep: Class 13 contains 69511 members 
Mstep: Class 14 contains 2462 members 
Mstep: Class 15 contains 23457 members 
Mstep: Class 16 contains 7257 members 
Mstep: Class 17 contains 16065 members 
Mstep: Class 18 contains 76579 members 
Mstep: Class 19 contains 8712 members 
Mstep: Class 20 contains 584208 members 
Mstep: Class 21 contains 23838 members 
Mstep: Class 22 contains 8434 members 
Mstep: Class 23 contains 2871 members 
Mstep: Class 24 contains 66646 members 
Mstep: Class 25 contains 17051 members 
Mstep: Class 26 contains 4600 members 
Mstep: Class 27 contains 62041 members 
Mstep: Class 28 contains 4930 members 
Mstep: Class 29 contains 6742 members 
Mstep: Class 30 contains 3149 members 
Mstep: Class 31 contains 74497 members 
Mstep: Class 32 contains 4307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111971888.000000 Penalty: 112659.960938
Iteration 114Q: 33 clusters Score -1.119719e+08 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 113999 members 
Mstep: Class 2 contains 44449 members 
Mstep: Class 3 contains 1257 members 
Mstep: Class 4 contains 152388 members 
Mstep: Class 5 contains 8900 members 
Mstep: Class 6 contains 10978 members 
Mstep: Class 7 contains 27669 members 
Mstep: Class 8 contains 3156 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 10629 members 
Mstep: Class 11 contains 8136 members 
Mstep: Class 12 contains 11478 members 
Mstep: Class 13 contains 69476 members 
Mstep: Class 14 contains 2462 members 
Mstep: Class 15 contains 23451 members 
Mstep: Class 16 contains 7258 members 
Mstep: Class 17 contains 16063 members 
Mstep: Class 18 contains 76572 members 
Mstep: Class 19 contains 8710 members 
Mstep: Class 20 contains 583838 members 
Mstep: Class 21 contains 23829 members 
Mstep: Class 22 contains 8434 members 
Mstep: Class 23 contains 2870 members 
Mstep: Class 24 contains 66847 members 
Mstep: Class 25 contains 17049 members 
Mstep: Class 26 contains 4599 members 
Mstep: Class 27 contains 61981 members 
Mstep: Class 28 contains 4939 members 
Mstep: Class 29 contains 6742 members 
Mstep: Class 30 contains 3153 members 
Mstep: Class 31 contains 74591 members 
Mstep: Class 32 contains 4319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111971776.000000 Penalty: 112659.960938
Iteration 115Q: 33 clusters Score -1.119718e+08 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 113964 members 
Mstep: Class 2 contains 44516 members 
Mstep: Class 3 contains 1258 members 
Mstep: Class 4 contains 152389 members 
Mstep: Class 5 contains 8900 members 
Mstep: Class 6 contains 10964 members 
Mstep: Class 7 contains 27713 members 
Mstep: Class 8 contains 3155 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 10629 members 
Mstep: Class 11 contains 8136 members 
Mstep: Class 12 contains 11559 members 
Mstep: Class 13 contains 69433 members 
Mstep: Class 14 contains 2463 members 
Mstep: Class 15 contains 23444 members 
Mstep: Class 16 contains 7265 members 
Mstep: Class 17 contains 16062 members 
Mstep: Class 18 contains 76571 members 
Mstep: Class 19 contains 8709 members 
Mstep: Class 20 contains 583543 members 
Mstep: Class 21 contains 23818 members 
Mstep: Class 22 contains 8434 members 
Mstep: Class 23 contains 2869 members 
Mstep: Class 24 contains 67019 members 
Mstep: Class 25 contains 17051 members 
Mstep: Class 26 contains 4594 members 
Mstep: Class 27 contains 61911 members 
Mstep: Class 28 contains 4947 members 
Mstep: Class 29 contains 6743 members 
Mstep: Class 30 contains 3156 members 
Mstep: Class 31 contains 74681 members 
Mstep: Class 32 contains 4326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111971792.000000 Penalty: 112659.960938
Iteration 116Q: 33 clusters Score -1.119718e+08 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 113919 members 
Mstep: Class 2 contains 44591 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 152394 members 
Mstep: Class 5 contains 8901 members 
Mstep: Class 6 contains 10954 members 
Mstep: Class 7 contains 27761 members 
Mstep: Class 8 contains 3154 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 10629 members 
Mstep: Class 11 contains 8135 members 
Mstep: Class 12 contains 11624 members 
Mstep: Class 13 contains 69397 members 
Mstep: Class 14 contains 2464 members 
Mstep: Class 15 contains 23444 members 
Mstep: Class 16 contains 7272 members 
Mstep: Class 17 contains 16062 members 
Mstep: Class 18 contains 76566 members 
Mstep: Class 19 contains 8710 members 
Mstep: Class 20 contains 583251 members 
Mstep: Class 21 contains 23804 members 
Mstep: Class 22 contains 8434 members 
Mstep: Class 23 contains 2869 members 
Mstep: Class 24 contains 67189 members 
Mstep: Class 25 contains 17049 members 
Mstep: Class 26 contains 4592 members 
Mstep: Class 27 contains 61850 members 
Mstep: Class 28 contains 4956 members 
Mstep: Class 29 contains 6743 members 
Mstep: Class 30 contains 3160 members 
Mstep: Class 31 contains 74762 members 
Mstep: Class 32 contains 4326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111971912.000000 Penalty: 112659.960938
Iteration 117Q: 33 clusters Score -1.119719e+08 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 113916 members 
Mstep: Class 2 contains 44660 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 152389 members 
Mstep: Class 5 contains 8902 members 
Mstep: Class 6 contains 10941 members 
Mstep: Class 7 contains 27796 members 
Mstep: Class 8 contains 3160 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 10629 members 
Mstep: Class 11 contains 8134 members 
Mstep: Class 12 contains 11681 members 
Mstep: Class 13 contains 69361 members 
Mstep: Class 14 contains 2463 members 
Mstep: Class 15 contains 23439 members 
Mstep: Class 16 contains 7282 members 
Mstep: Class 17 contains 16067 members 
Mstep: Class 18 contains 76561 members 
Mstep: Class 19 contains 8713 members 
Mstep: Class 20 contains 582946 members 
Mstep: Class 21 contains 23791 members 
Mstep: Class 22 contains 8435 members 
Mstep: Class 23 contains 2869 members 
Mstep: Class 24 contains 67351 members 
Mstep: Class 25 contains 17051 members 
Mstep: Class 26 contains 4594 members 
Mstep: Class 27 contains 61788 members 
Mstep: Class 28 contains 4971 members 
Mstep: Class 29 contains 6743 members 
Mstep: Class 30 contains 3160 members 
Mstep: Class 31 contains 74841 members 
Mstep: Class 32 contains 4329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111971880.000000 Penalty: 112659.960938
Iteration 118Q: 33 clusters Score -1.119719e+08 nChanged 779
Entering ConstructFrom: 
Score: -111971880.000000 Penalty: 112659.960938
Entering ConstructFrom: 
Trying to split cluster 1 (113903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113903 members 
Entering Unmasked Estep 
Score: -9099649.000000 Penalty: 2887.489502
	Iteration 0F: 2 clusters Score -9099649 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56768 members 
Mstep: Class 2 contains 57135 members 
Entering Unmasked Estep 
Score: -9023227.000000 Penalty: 5774.979004
	Iteration 0F: 3 clusters Score -9023227 nChanged 54192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54488 members 
Mstep: Class 2 contains 59415 members 
Entering Unmasked Estep 
Score: -9054215.000000 Penalty: 5774.979004
	Iteration 1F: 3 clusters Score -9054215 nChanged 3882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52796 members 
Mstep: Class 2 contains 61107 members 
Entering Unmasked Estep 
Score: -9055262.000000 Penalty: 5774.979004
	Iteration 2Q: 3 clusters Score -9055262 nChanged 4325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50317 members 
Mstep: Class 2 contains 63586 members 
Entering Unmasked Estep 
Score: -9056614.000000 Penalty: 5774.979004
	Iteration 3Q: 3 clusters Score -9056614 nChanged 5118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46569 members 
Mstep: Class 2 contains 67334 members 
Entering Unmasked Estep 
Score: -9058675.000000 Penalty: 5774.979004
	Iteration 4Q: 3 clusters Score -9058675 nChanged 6357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41210 members 
Mstep: Class 2 contains 72693 members 
Entering Unmasked Estep 
Score: -9062015.000000 Penalty: 5774.979004
	Iteration 5F: 3 clusters Score -9062015 nChanged 7799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34155 members 
Mstep: Class 2 contains 79748 members 
Entering Unmasked Estep 
Score: -9067125.000000 Penalty: 5774.979004
	Iteration 6F: 3 clusters Score -9067125 nChanged 8646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25921 members 
Mstep: Class 2 contains 87982 members 
Entering Unmasked Estep 
Score: -9073771.000000 Penalty: 5774.979004
	Iteration 7F: 3 clusters Score -9073771 nChanged 8515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17548 members 
Mstep: Class 2 contains 96355 members 
Entering Unmasked Estep 
Score: -9081086.000000 Penalty: 5774.979004
	Iteration 8F: 3 clusters Score -9081086 nChanged 7303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 103620 members 
Entering Unmasked Estep 
Score: -9087769.000000 Penalty: 5774.979004
	Iteration 9F: 3 clusters Score -9087769 nChanged 5218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 108824 members 
Entering Unmasked Estep 
Score: -9092817.000000 Penalty: 5774.979004
	Iteration 10Q: 3 clusters Score -9092817 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 111629 members 
Entering Unmasked Estep 
Score: -9095334.000000 Penalty: 5774.979004
	Iteration 11Q: 3 clusters Score -9095334 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 112808 members 
Entering Unmasked Estep 
Score: -9096349.000000 Penalty: 5774.979004
	Iteration 12Q: 3 clusters Score -9096349 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 113230 members 
Entering Unmasked Estep 
Score: -9096739.000000 Penalty: 5774.979004
	Iteration 13Q: 3 clusters Score -9096739 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 113385 members 
Entering Unmasked Estep 
Score: -9096918.000000 Penalty: 5774.979004
	Iteration 14Q: 3 clusters Score -9096918 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 113444 members 
Entering Unmasked Estep 
Score: -9097003.000000 Penalty: 5774.979004
	Iteration 15Q: 3 clusters Score -9097003 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 113459 members 
Entering Unmasked Estep 
Score: -9097044.000000 Penalty: 5774.979004
	Iteration 16Q: 3 clusters Score -9097044 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 113475 members 
Entering Unmasked Estep 
Score: -9097102.000000 Penalty: 5774.979004
	Iteration 17Q: 3 clusters Score -9097102 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 113475 members 
Entering Unmasked Estep 
Score: -9097111.000000 Penalty: 5774.979004
	Iteration 18Q: 3 clusters Score -9097111 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 113484 members 
Entering Unmasked Estep 
Score: -9097126.000000 Penalty: 5774.979004
	Iteration 19Q: 3 clusters Score -9097126 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 113488 members 
Entering Unmasked Estep 
Score: -9097133.000000 Penalty: 5774.979004
	Iteration 20F: 3 clusters Score -9097133 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 113495 members 
Entering Unmasked Estep 
Score: -9097139.000000 Penalty: 5774.979004
	Iteration 21Q: 3 clusters Score -9097139 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 113497 members 
Entering Unmasked Estep 
Score: -9097141.000000 Penalty: 5774.979004
	Iteration 22Q: 3 clusters Score -9097141 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 113494 members 
Entering Unmasked Estep 
Score: -9097146.000000 Penalty: 5774.979004
	Iteration 23Q: 3 clusters Score -9097146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 113492 members 
Entering Unmasked Estep 
Score: -9097150.000000 Penalty: 5774.979004
	Iteration 24Q: 3 clusters Score -9097150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 113491 members 
Entering Unmasked Estep 
Score: -9097153.000000 Penalty: 5774.979004
	Iteration 25Q: 3 clusters Score -9097153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 113492 members 
Entering Unmasked Estep 
Score: -9097151.000000 Penalty: 5774.979004
	Iteration 26Q: 3 clusters Score -9097151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 113493 members 
Entering Unmasked Estep 
Score: -9097153.000000 Penalty: 5774.979004
	Iteration 27Q: 3 clusters Score -9097153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 113494 members 
Entering Unmasked Estep 
Score: -9097154.000000 Penalty: 5774.979004
	Iteration 28Q: 3 clusters Score -9097154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 113495 members 
Entering Unmasked Estep 
Score: -9097153.000000 Penalty: 5774.979004
	Iteration 29Q: 3 clusters Score -9097153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 113497 members 
Entering Unmasked Estep 
Score: -9097160.000000 Penalty: 5774.979004
	Iteration 30Q: 3 clusters Score -9097160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 113498 members 
Entering Unmasked Estep 
Score: -9097154.000000 Penalty: 5774.979004
	Iteration 31Q: 3 clusters Score -9097154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 113500 members 
Entering Unmasked Estep 
Score: -9097161.000000 Penalty: 5774.979004
	Iteration 32Q: 3 clusters Score -9097161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 113502 members 
Entering Unmasked Estep 
Score: -9097163.000000 Penalty: 5774.979004
	Iteration 33Q: 3 clusters Score -9097163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 113503 members 
Entering Unmasked Estep 
Score: -9097168.000000 Penalty: 5774.979004
	Iteration 34Q: 3 clusters Score -9097168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 113505 members 
Entering Unmasked Estep 
Score: -9097164.000000 Penalty: 5774.979004
	Iteration 35Q: 3 clusters Score -9097164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 113508 members 
Entering Unmasked Estep 
Score: -9097176.000000 Penalty: 5774.979004
	Iteration 36Q: 3 clusters Score -9097176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 113509 members 
Entering Unmasked Estep 
Score: -9097175.000000 Penalty: 5774.979004
	Iteration 37Q: 3 clusters Score -9097175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 113509 members 
Entering Unmasked Estep 
Score: -9097175.000000 Penalty: 5774.979004
	Iteration 38Q: 3 clusters Score -9097175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 113510 members 
Entering Unmasked Estep 
Score: -9097176.000000 Penalty: 5774.979004
	Iteration 39Q: 3 clusters Score -9097176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 113511 members 
Entering Unmasked Estep 
Score: -9097179.000000 Penalty: 5774.979004
	Iteration 40F: 3 clusters Score -9097179 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (44730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44730 members 
Entering Unmasked Estep 
Score: -3495442.500000 Penalty: 2655.683105
	Iteration 0F: 2 clusters Score -3495442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22294 members 
Mstep: Class 2 contains 22436 members 
Entering Unmasked Estep 
Score: -3465404.750000 Penalty: 5311.366211
	Iteration 0F: 3 clusters Score -3465405 nChanged 20403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21895 members 
Mstep: Class 2 contains 22835 members 
Entering Unmasked Estep 
Score: -3476580.000000 Penalty: 5311.366211
	Iteration 1F: 3 clusters Score -3476580 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21563 members 
Mstep: Class 2 contains 23167 members 
Entering Unmasked Estep 
Score: -3477191.000000 Penalty: 5311.366211
	Iteration 2Q: 3 clusters Score -3477191 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21082 members 
Mstep: Class 2 contains 23648 members 
Entering Unmasked Estep 
Score: -3478015.750000 Penalty: 5311.366211
	Iteration 3Q: 3 clusters Score -3478016 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20345 members 
Mstep: Class 2 contains 24385 members 
Entering Unmasked Estep 
Score: -3479307.000000 Penalty: 5311.366211
	Iteration 4Q: 3 clusters Score -3479307 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19346 members 
Mstep: Class 2 contains 25384 members 
Entering Unmasked Estep 
Score: -3481328.750000 Penalty: 5311.366211
	Iteration 5F: 3 clusters Score -3481329 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18263 members 
Mstep: Class 2 contains 26467 members 
Entering Unmasked Estep 
Score: -3484040.500000 Penalty: 5311.366211
	Iteration 6F: 3 clusters Score -3484040 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 27474 members 
Entering Unmasked Estep 
Score: -3486931.500000 Penalty: 5311.366211
	Iteration 7F: 3 clusters Score -3486932 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 28246 members 
Entering Unmasked Estep 
Score: -3489227.250000 Penalty: 5311.366211
	Iteration 8F: 3 clusters Score -3489227 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 28848 members 
Entering Unmasked Estep 
Score: -3490764.000000 Penalty: 5311.366211
	Iteration 9F: 3 clusters Score -3490764 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 29322 members 
Entering Unmasked Estep 
Score: -3491748.250000 Penalty: 5311.366211
	Iteration 10Q: 3 clusters Score -3491748 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 29810 members 
Entering Unmasked Estep 
Score: -3492536.000000 Penalty: 5311.366211
	Iteration 11Q: 3 clusters Score -3492536 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14452 members 
Mstep: Class 2 contains 30278 members 
Entering Unmasked Estep 
Score: -3493141.750000 Penalty: 5311.366211
	Iteration 12Q: 3 clusters Score -3493142 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 30671 members 
Entering Unmasked Estep 
Score: -3493569.500000 Penalty: 5311.366211
	Iteration 13Q: 3 clusters Score -3493570 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 30961 members 
Entering Unmasked Estep 
Score: -3493813.500000 Penalty: 5311.366211
	Iteration 14Q: 3 clusters Score -3493814 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 31159 members 
Entering Unmasked Estep 
Score: -3493965.750000 Penalty: 5311.366211
	Iteration 15Q: 3 clusters Score -3493966 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 31345 members 
Entering Unmasked Estep 
Score: -3494035.750000 Penalty: 5311.366211
	Iteration 16Q: 3 clusters Score -3494036 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 31482 members 
Entering Unmasked Estep 
Score: -3494063.000000 Penalty: 5311.366211
	Iteration 17Q: 3 clusters Score -3494063 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 31582 members 
Entering Unmasked Estep 
Score: -3494109.750000 Penalty: 5311.366211
	Iteration 18Q: 3 clusters Score -3494110 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 31669 members 
Entering Unmasked Estep 
Score: -3494154.250000 Penalty: 5311.366211
	Iteration 19Q: 3 clusters Score -3494154 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 31738 members 
Entering Unmasked Estep 
Score: -3494172.750000 Penalty: 5311.366211
	Iteration 20F: 3 clusters Score -3494173 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 31801 members 
Entering Unmasked Estep 
Score: -3494190.750000 Penalty: 5311.366211
	Iteration 21Q: 3 clusters Score -3494191 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 31860 members 
Entering Unmasked Estep 
Score: -3494206.500000 Penalty: 5311.366211
	Iteration 22Q: 3 clusters Score -3494206 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 31911 members 
Entering Unmasked Estep 
Score: -3494232.000000 Penalty: 5311.366211
	Iteration 23Q: 3 clusters Score -3494232 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 31953 members 
Entering Unmasked Estep 
Score: -3494240.500000 Penalty: 5311.366211
	Iteration 24Q: 3 clusters Score -3494240 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 31990 members 
Entering Unmasked Estep 
Score: -3494238.000000 Penalty: 5311.366211
	Iteration 25Q: 3 clusters Score -3494238 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 32041 members 
Entering Unmasked Estep 
Score: -3494254.750000 Penalty: 5311.366211
	Iteration 26Q: 3 clusters Score -3494255 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 32093 members 
Entering Unmasked Estep 
Score: -3494259.250000 Penalty: 5311.366211
	Iteration 27Q: 3 clusters Score -3494259 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 32149 members 
Entering Unmasked Estep 
Score: -3494267.750000 Penalty: 5311.366211
	Iteration 28Q: 3 clusters Score -3494268 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 32206 members 
Entering Unmasked Estep 
Score: -3494270.750000 Penalty: 5311.366211
	Iteration 29Q: 3 clusters Score -3494271 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 32267 members 
Entering Unmasked Estep 
Score: -3494284.250000 Penalty: 5311.366211
	Iteration 30Q: 3 clusters Score -3494284 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 32325 members 
Entering Unmasked Estep 
Score: -3494298.250000 Penalty: 5311.366211
	Iteration 31Q: 3 clusters Score -3494298 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 32377 members 
Entering Unmasked Estep 
Score: -3494298.000000 Penalty: 5311.366211
	Iteration 32Q: 3 clusters Score -3494298 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 32451 members 
Entering Unmasked Estep 
Score: -3494323.750000 Penalty: 5311.366211
	Iteration 33Q: 3 clusters Score -3494324 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 32528 members 
Entering Unmasked Estep 
Score: -3494344.250000 Penalty: 5311.366211
	Iteration 34Q: 3 clusters Score -3494344 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 32602 members 
Entering Unmasked Estep 
Score: -3494362.500000 Penalty: 5311.366211
	Iteration 35Q: 3 clusters Score -3494362 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 32679 members 
Entering Unmasked Estep 
Score: -3494384.000000 Penalty: 5311.366211
	Iteration 36Q: 3 clusters Score -3494384 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 32783 members 
Entering Unmasked Estep 
Score: -3494393.250000 Penalty: 5311.366211
	Iteration 37Q: 3 clusters Score -3494393 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 32863 members 
Entering Unmasked Estep 
Score: -3494435.750000 Penalty: 5311.366211
	Iteration 38Q: 3 clusters Score -3494436 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 32934 members 
Entering Unmasked Estep 
Score: -3494455.500000 Penalty: 5311.366211
	Iteration 39Q: 3 clusters Score -3494456 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 32986 members 
Entering Unmasked Estep 
Score: -3494490.000000 Penalty: 5311.366211
	Iteration 40F: 3 clusters Score -3494490 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 33032 members 
Entering Unmasked Estep 
Score: -3494541.250000 Penalty: 5311.366211
	Iteration 41Q: 3 clusters Score -3494541 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 33048 members 
Entering Unmasked Estep 
Score: -3494582.750000 Penalty: 5311.366211
	Iteration 42Q: 3 clusters Score -3494583 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 33049 members 
Entering Unmasked Estep 
Score: -3494625.250000 Penalty: 5311.366211
	Iteration 43Q: 3 clusters Score -3494625 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 33046 members 
Entering Unmasked Estep 
Score: -3494671.750000 Penalty: 5311.366211
	Iteration 44Q: 3 clusters Score -3494672 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 33048 members 
Entering Unmasked Estep 
Score: -3494706.750000 Penalty: 5311.366211
	Iteration 45Q: 3 clusters Score -3494707 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 33027 members 
Entering Unmasked Estep 
Score: -3494779.500000 Penalty: 5311.366211
	Iteration 46Q: 3 clusters Score -3494780 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 32994 members 
Entering Unmasked Estep 
Score: -3494837.250000 Penalty: 5311.366211
	Iteration 47Q: 3 clusters Score -3494837 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 32959 members 
Entering Unmasked Estep 
Score: -3494907.000000 Penalty: 5311.366211
	Iteration 48Q: 3 clusters Score -3494907 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 32923 members 
Entering Unmasked Estep 
Score: -3494953.750000 Penalty: 5311.366211
	Iteration 49Q: 3 clusters Score -3494954 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 32879 members 
Entering Unmasked Estep 
Score: -3494999.250000 Penalty: 5311.366211
	Iteration 50Q: 3 clusters Score -3494999 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 32830 members 
Entering Unmasked Estep 
Score: -3495044.500000 Penalty: 5311.366211
	Iteration 51Q: 3 clusters Score -3495044 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 32758 members 
Entering Unmasked Estep 
Score: -3495094.500000 Penalty: 5311.366211
	Iteration 52Q: 3 clusters Score -3495094 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 32710 members 
Entering Unmasked Estep 
Score: -3495131.000000 Penalty: 5311.366211
	Iteration 53Q: 3 clusters Score -3495131 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 32676 members 
Entering Unmasked Estep 
Score: -3495155.000000 Penalty: 5311.366211
	Iteration 54Q: 3 clusters Score -3495155 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 32624 members 
Entering Unmasked Estep 
Score: -3495179.750000 Penalty: 5311.366211
	Iteration 55Q: 3 clusters Score -3495180 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 32573 members 
Entering Unmasked Estep 
Score: -3495202.000000 Penalty: 5311.366211
	Iteration 56Q: 3 clusters Score -3495202 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 32533 members 
Entering Unmasked Estep 
Score: -3495206.000000 Penalty: 5311.366211
	Iteration 57Q: 3 clusters Score -3495206 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 32510 members 
Entering Unmasked Estep 
Score: -3495201.500000 Penalty: 5311.366211
	Iteration 58Q: 3 clusters Score -3495202 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 32483 members 
Entering Unmasked Estep 
Score: -3495204.250000 Penalty: 5311.366211
	Iteration 59Q: 3 clusters Score -3495204 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 32467 members 
Entering Unmasked Estep 
Score: -3495198.500000 Penalty: 5311.366211
	Iteration 60F: 3 clusters Score -3495198 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 32457 members 
Entering Unmasked Estep 
Score: -3495200.500000 Penalty: 5311.366211
	Iteration 61Q: 3 clusters Score -3495200 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 32452 members 
Entering Unmasked Estep 
Score: -3495194.250000 Penalty: 5311.366211
	Iteration 62Q: 3 clusters Score -3495194 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 32449 members 
Entering Unmasked Estep 
Score: -3495201.000000 Penalty: 5311.366211
	Iteration 63Q: 3 clusters Score -3495201 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 32444 members 
Entering Unmasked Estep 
Score: -3495208.750000 Penalty: 5311.366211
	Iteration 64Q: 3 clusters Score -3495209 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 32442 members 
Entering Unmasked Estep 
Score: -3495217.000000 Penalty: 5311.366211
	Iteration 65Q: 3 clusters Score -3495217 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 32435 members 
Entering Unmasked Estep 
Score: -3495215.500000 Penalty: 5311.366211
	Iteration 66Q: 3 clusters Score -3495216 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 32426 members 
Entering Unmasked Estep 
Score: -3495213.000000 Penalty: 5311.366211
	Iteration 67Q: 3 clusters Score -3495213 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 32419 members 
Entering Unmasked Estep 
Score: -3495218.000000 Penalty: 5311.366211
	Iteration 68Q: 3 clusters Score -3495218 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 32414 members 
Entering Unmasked Estep 
Score: -3495218.000000 Penalty: 5311.366211
	Iteration 69Q: 3 clusters Score -3495218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 32409 members 
Entering Unmasked Estep 
Score: -3495217.250000 Penalty: 5311.366211
	Iteration 70Q: 3 clusters Score -3495217 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 32403 members 
Entering Unmasked Estep 
Score: -3495220.750000 Penalty: 5311.366211
	Iteration 71Q: 3 clusters Score -3495221 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 32398 members 
Entering Unmasked Estep 
Score: -3495224.750000 Penalty: 5311.366211
	Iteration 72Q: 3 clusters Score -3495225 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 32392 members 
Entering Unmasked Estep 
Score: -3495228.500000 Penalty: 5311.366211
	Iteration 73Q: 3 clusters Score -3495228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 32389 members 
Entering Unmasked Estep 
Score: -3495228.750000 Penalty: 5311.366211
	Iteration 74Q: 3 clusters Score -3495229 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 32384 members 
Entering Unmasked Estep 
Score: -3495229.250000 Penalty: 5311.366211
	Iteration 75Q: 3 clusters Score -3495229 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 32379 members 
Entering Unmasked Estep 
Score: -3495225.250000 Penalty: 5311.366211
	Iteration 76Q: 3 clusters Score -3495225 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 32375 members 
Entering Unmasked Estep 
Score: -3495224.250000 Penalty: 5311.366211
	Iteration 77Q: 3 clusters Score -3495224 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 32373 members 
Entering Unmasked Estep 
Score: -3495229.750000 Penalty: 5311.366211
	Iteration 78Q: 3 clusters Score -3495230 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 32367 members 
Entering Unmasked Estep 
Score: -3495233.750000 Penalty: 5311.366211
	Iteration 79Q: 3 clusters Score -3495234 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 32357 members 
Entering Unmasked Estep 
Score: -3495231.000000 Penalty: 5311.366211
	Iteration 80F: 3 clusters Score -3495231 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 32350 members 
Entering Unmasked Estep 
Score: -3495237.750000 Penalty: 5311.366211
	Iteration 81Q: 3 clusters Score -3495238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 32346 members 
Entering Unmasked Estep 
Score: -3495235.750000 Penalty: 5311.366211
	Iteration 82Q: 3 clusters Score -3495236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 32340 members 
Entering Unmasked Estep 
Score: -3495237.750000 Penalty: 5311.366211
	Iteration 83Q: 3 clusters Score -3495238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 32339 members 
Entering Unmasked Estep 
Score: -3495234.000000 Penalty: 5311.366211
	Iteration 84Q: 3 clusters Score -3495234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 32335 members 
Entering Unmasked Estep 
Score: -3495232.500000 Penalty: 5311.366211
	Iteration 85Q: 3 clusters Score -3495232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 32335 members 
Entering Unmasked Estep 
Score: -3495232.500000 Penalty: 5311.366211
	Iteration 86F: 3 clusters Score -3495232 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Entering Unmasked Estep 
Score: -85496.054688 Penalty: 1770.045044
	Iteration 0F: 2 clusters Score -85496.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -83357.867188 Penalty: 3540.090088
	Iteration 0F: 3 clusters Score -83357.87 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -83707.562500 Penalty: 3540.090088
	Iteration 1F: 3 clusters Score -83707.56 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -83803.687500 Penalty: 3540.090088
	Iteration 2F: 3 clusters Score -83803.69 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -83851.484375 Penalty: 3540.090088
	Iteration 3Q: 3 clusters Score -83851.48 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -83874.164062 Penalty: 3540.090088
	Iteration 4Q: 3 clusters Score -83874.16 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -83897.835938 Penalty: 3540.090088
	Iteration 5Q: 3 clusters Score -83897.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -83907.671875 Penalty: 3540.090088
	Iteration 6Q: 3 clusters Score -83907.67 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -83920.968750 Penalty: 3540.090088
	Iteration 7Q: 3 clusters Score -83920.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -83929.039062 Penalty: 3540.090088
	Iteration 8Q: 3 clusters Score -83929.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -83933.039062 Penalty: 3540.090088
	Iteration 9Q: 3 clusters Score -83933.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -83939.750000 Penalty: 3540.090088
	Iteration 10Q: 3 clusters Score -83939.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -83945.851562 Penalty: 3540.090088
	Iteration 11Q: 3 clusters Score -83945.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -83949.226562 Penalty: 3540.090088
	Iteration 12Q: 3 clusters Score -83949.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -83951.203125 Penalty: 3540.090088
	Iteration 13Q: 3 clusters Score -83951.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -83952.382812 Penalty: 3540.090088
	Iteration 14Q: 3 clusters Score -83952.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -83957.898438 Penalty: 3540.090088
	Iteration 15Q: 3 clusters Score -83957.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -83959.304688 Penalty: 3540.090088
	Iteration 16Q: 3 clusters Score -83959.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -83960.593750 Penalty: 3540.090088
	Iteration 17Q: 3 clusters Score -83960.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -83962.070312 Penalty: 3540.090088
	Iteration 18Q: 3 clusters Score -83962.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -83963.929688 Penalty: 3540.090088
	Iteration 19Q: 3 clusters Score -83963.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -83963.929688 Penalty: 3540.090088
	Iteration 20F: 3 clusters Score -83963.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (152383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152383 members 
Entering Unmasked Estep 
Score: -12213728.000000 Penalty: 2959.669922
	Iteration 0F: 2 clusters Score -1.221373e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75925 members 
Mstep: Class 2 contains 76458 members 
Entering Unmasked Estep 
Score: -12111341.000000 Penalty: 5919.339844
	Iteration 0F: 3 clusters Score -1.211134e+07 nChanged 73066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72059 members 
Mstep: Class 2 contains 80324 members 
Entering Unmasked Estep 
Score: -12154146.000000 Penalty: 5919.339844
	Iteration 1F: 3 clusters Score -1.215415e+07 nChanged 5349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69254 members 
Mstep: Class 2 contains 83129 members 
Entering Unmasked Estep 
Score: -12155679.000000 Penalty: 5919.339844
	Iteration 2Q: 3 clusters Score -1.215568e+07 nChanged 6536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64752 members 
Mstep: Class 2 contains 87631 members 
Entering Unmasked Estep 
Score: -12158297.000000 Penalty: 5919.339844
	Iteration 3Q: 3 clusters Score -1.21583e+07 nChanged 8656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57930 members 
Mstep: Class 2 contains 94453 members 
Entering Unmasked Estep 
Score: -12162744.000000 Penalty: 5919.339844
	Iteration 4F: 3 clusters Score -1.216274e+07 nChanged 11098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48232 members 
Mstep: Class 2 contains 104151 members 
Entering Unmasked Estep 
Score: -12170479.000000 Penalty: 5919.339844
	Iteration 5F: 3 clusters Score -1.217048e+07 nChanged 12781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36497 members 
Mstep: Class 2 contains 115886 members 
Entering Unmasked Estep 
Score: -12180932.000000 Penalty: 5919.339844
	Iteration 6F: 3 clusters Score -1.218093e+07 nChanged 12117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25094 members 
Mstep: Class 2 contains 127289 members 
Entering Unmasked Estep 
Score: -12191571.000000 Penalty: 5919.339844
	Iteration 7F: 3 clusters Score -1.219157e+07 nChanged 9223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16199 members 
Mstep: Class 2 contains 136184 members 
Entering Unmasked Estep 
Score: -12199570.000000 Penalty: 5919.339844
	Iteration 8F: 3 clusters Score -1.219957e+07 nChanged 5976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 142058 members 
Entering Unmasked Estep 
Score: -12204632.000000 Penalty: 5919.339844
	Iteration 9Q: 3 clusters Score -1.220463e+07 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 145780 members 
Entering Unmasked Estep 
Score: -12207653.000000 Penalty: 5919.339844
	Iteration 10Q: 3 clusters Score -1.220765e+07 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 147942 members 
Entering Unmasked Estep 
Score: -12209392.000000 Penalty: 5919.339844
	Iteration 11Q: 3 clusters Score -1.220939e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 149125 members 
Entering Unmasked Estep 
Score: -12210368.000000 Penalty: 5919.339844
	Iteration 12Q: 3 clusters Score -1.221037e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 149769 members 
Entering Unmasked Estep 
Score: -12211025.000000 Penalty: 5919.339844
	Iteration 13Q: 3 clusters Score -1.221102e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 150101 members 
Entering Unmasked Estep 
Score: -12211453.000000 Penalty: 5919.339844
	Iteration 14Q: 3 clusters Score -1.221145e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 150277 members 
Entering Unmasked Estep 
Score: -12211693.000000 Penalty: 5919.339844
	Iteration 15Q: 3 clusters Score -1.221169e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 150406 members 
Entering Unmasked Estep 
Score: -12211776.000000 Penalty: 5919.339844
	Iteration 16Q: 3 clusters Score -1.221178e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 150495 members 
Entering Unmasked Estep 
Score: -12211861.000000 Penalty: 5919.339844
	Iteration 17Q: 3 clusters Score -1.221186e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 150539 members 
Entering Unmasked Estep 
Score: -12211912.000000 Penalty: 5919.339844
	Iteration 18Q: 3 clusters Score -1.221191e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 150578 members 
Entering Unmasked Estep 
Score: -12211913.000000 Penalty: 5919.339844
	Iteration 19Q: 3 clusters Score -1.221191e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 150609 members 
Entering Unmasked Estep 
Score: -12211948.000000 Penalty: 5919.339844
	Iteration 20F: 3 clusters Score -1.221195e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 150626 members 
Entering Unmasked Estep 
Score: -12211961.000000 Penalty: 5919.339844
	Iteration 21Q: 3 clusters Score -1.221196e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 150645 members 
Entering Unmasked Estep 
Score: -12211973.000000 Penalty: 5919.339844
	Iteration 22Q: 3 clusters Score -1.221197e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 150655 members 
Entering Unmasked Estep 
Score: -12211964.000000 Penalty: 5919.339844
	Iteration 23Q: 3 clusters Score -1.221196e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 150660 members 
Entering Unmasked Estep 
Score: -12211974.000000 Penalty: 5919.339844
	Iteration 24Q: 3 clusters Score -1.221197e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 150665 members 
Entering Unmasked Estep 
Score: -12211977.000000 Penalty: 5919.339844
	Iteration 25Q: 3 clusters Score -1.221198e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 150673 members 
Entering Unmasked Estep 
Score: -12211981.000000 Penalty: 5919.339844
	Iteration 26Q: 3 clusters Score -1.221198e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 150678 members 
Entering Unmasked Estep 
Score: -12211985.000000 Penalty: 5919.339844
	Iteration 27Q: 3 clusters Score -1.221198e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 150687 members 
Entering Unmasked Estep 
Score: -12211983.000000 Penalty: 5919.339844
	Iteration 28Q: 3 clusters Score -1.221198e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 150692 members 
Entering Unmasked Estep 
Score: -12211992.000000 Penalty: 5919.339844
	Iteration 29Q: 3 clusters Score -1.221199e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 150697 members 
Entering Unmasked Estep 
Score: -12212000.000000 Penalty: 5919.339844
	Iteration 30Q: 3 clusters Score -1.2212e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 150702 members 
Entering Unmasked Estep 
Score: -12212011.000000 Penalty: 5919.339844
	Iteration 31Q: 3 clusters Score -1.221201e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 150708 members 
Entering Unmasked Estep 
Score: -12211998.000000 Penalty: 5919.339844
	Iteration 32Q: 3 clusters Score -1.2212e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 150712 members 
Entering Unmasked Estep 
Score: -12212001.000000 Penalty: 5919.339844
	Iteration 33Q: 3 clusters Score -1.2212e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 150713 members 
Entering Unmasked Estep 
Score: -12211993.000000 Penalty: 5919.339844
	Iteration 34Q: 3 clusters Score -1.221199e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 150712 members 
Entering Unmasked Estep 
Score: -12211994.000000 Penalty: 5919.339844
	Iteration 35Q: 3 clusters Score -1.221199e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 150712 members 
Entering Unmasked Estep 
Score: -12211994.000000 Penalty: 5919.339844
	Iteration 36F: 3 clusters Score -1.221199e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Entering Unmasked Estep 
Score: -657604.187500 Penalty: 2255.375244
	Iteration 0F: 2 clusters Score -657604.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -650563.187500 Penalty: 4510.750488
	Iteration 0F: 3 clusters Score -650563.2 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -652653.375000 Penalty: 4510.750488
	Iteration 1F: 3 clusters Score -652653.4 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -653128.750000 Penalty: 4510.750488
	Iteration 2F: 3 clusters Score -653128.8 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -653748.875000 Penalty: 4510.750488
	Iteration 3F: 3 clusters Score -653748.9 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -654474.937500 Penalty: 4510.750488
	Iteration 4F: 3 clusters Score -654474.9 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -655156.437500 Penalty: 4510.750488
	Iteration 5F: 3 clusters Score -655156.4 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -655691.000000 Penalty: 4510.750488
	Iteration 6F: 3 clusters Score -655691 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -656094.187500 Penalty: 4510.750488
	Iteration 7F: 3 clusters Score -656094.2 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -656340.687500 Penalty: 4510.750488
	Iteration 8Q: 3 clusters Score -656340.7 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -656497.125000 Penalty: 4510.750488
	Iteration 9Q: 3 clusters Score -656497.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -656623.250000 Penalty: 4510.750488
	Iteration 10Q: 3 clusters Score -656623.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -656729.812500 Penalty: 4510.750488
	Iteration 11Q: 3 clusters Score -656729.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -656833.937500 Penalty: 4510.750488
	Iteration 12Q: 3 clusters Score -656833.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -656907.250000 Penalty: 4510.750488
	Iteration 13Q: 3 clusters Score -656907.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -656985.312500 Penalty: 4510.750488
	Iteration 14Q: 3 clusters Score -656985.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -657061.187500 Penalty: 4510.750488
	Iteration 15Q: 3 clusters Score -657061.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -657146.750000 Penalty: 4510.750488
	Iteration 16Q: 3 clusters Score -657146.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -657227.312500 Penalty: 4510.750488
	Iteration 17Q: 3 clusters Score -657227.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -657303.000000 Penalty: 4510.750488
	Iteration 18Q: 3 clusters Score -657303 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -657368.375000 Penalty: 4510.750488
	Iteration 19Q: 3 clusters Score -657368.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -657442.687500 Penalty: 4510.750488
	Iteration 20F: 3 clusters Score -657442.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -657530.312500 Penalty: 4510.750488
	Iteration 21Q: 3 clusters Score -657530.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -657634.312500 Penalty: 4510.750488
	Iteration 22Q: 3 clusters Score -657634.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -657745.875000 Penalty: 4510.750488
	Iteration 23Q: 3 clusters Score -657745.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -657832.875000 Penalty: 4510.750488
	Iteration 24Q: 3 clusters Score -657832.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -657868.125000 Penalty: 4510.750488
	Iteration 25Q: 3 clusters Score -657868.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -657889.687500 Penalty: 4510.750488
	Iteration 26Q: 3 clusters Score -657889.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -657899.375000 Penalty: 4510.750488
	Iteration 27Q: 3 clusters Score -657899.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -657904.312500 Penalty: 4510.750488
	Iteration 28Q: 3 clusters Score -657904.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -657908.562500 Penalty: 4510.750488
	Iteration 29Q: 3 clusters Score -657908.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -657910.687500 Penalty: 4510.750488
	Iteration 30Q: 3 clusters Score -657910.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -657914.187500 Penalty: 4510.750488
	Iteration 31Q: 3 clusters Score -657914.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -657918.000000 Penalty: 4510.750488
	Iteration 32Q: 3 clusters Score -657918 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -657924.062500 Penalty: 4510.750488
	Iteration 33Q: 3 clusters Score -657924.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -657928.312500 Penalty: 4510.750488
	Iteration 34Q: 3 clusters Score -657928.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -657934.500000 Penalty: 4510.750488
	Iteration 35Q: 3 clusters Score -657934.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -657939.000000 Penalty: 4510.750488
	Iteration 36Q: 3 clusters Score -657939 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -657944.062500 Penalty: 4510.750488
	Iteration 37Q: 3 clusters Score -657944.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -657947.437500 Penalty: 4510.750488
	Iteration 38Q: 3 clusters Score -657947.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -657952.687500 Penalty: 4510.750488
	Iteration 39Q: 3 clusters Score -657952.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -657953.625000 Penalty: 4510.750488
	Iteration 40F: 3 clusters Score -657953.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -657953.312500 Penalty: 4510.750488
	Iteration 41Q: 3 clusters Score -657953.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -657955.625000 Penalty: 4510.750488
	Iteration 42Q: 3 clusters Score -657955.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -657955.312500 Penalty: 4510.750488
	Iteration 43Q: 3 clusters Score -657955.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -657956.562500 Penalty: 4510.750488
	Iteration 44Q: 3 clusters Score -657956.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -657956.562500 Penalty: 4510.750488
	Iteration 45F: 3 clusters Score -657956.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 113903 members 
Mstep: Class 2 contains 44730 members 
Mstep: Class 3 contains 1258 members 
Mstep: Class 4 contains 152383 members 
Mstep: Class 5 contains 5729 members 
Mstep: Class 6 contains 10932 members 
Mstep: Class 7 contains 27827 members 
Mstep: Class 8 contains 3159 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 10627 members 
Mstep: Class 11 contains 8135 members 
Mstep: Class 12 contains 11733 members 
Mstep: Class 13 contains 69329 members 
Mstep: Class 14 contains 2461 members 
Mstep: Class 15 contains 23436 members 
Mstep: Class 16 contains 7290 members 
Mstep: Class 17 contains 16071 members 
Mstep: Class 18 contains 76549 members 
Mstep: Class 19 contains 8712 members 
Mstep: Class 20 contains 582670 members 
Mstep: Class 21 contains 23789 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2869 members 
Mstep: Class 24 contains 67496 members 
Mstep: Class 25 contains 17053 members 
Mstep: Class 26 contains 4589 members 
Mstep: Class 27 contains 61730 members 
Mstep: Class 28 contains 4989 members 
Mstep: Class 29 contains 6744 members 
Mstep: Class 30 contains 3161 members 
Mstep: Class 31 contains 74922 members 
Mstep: Class 32 contains 4334 members 
Mstep: Class 33 contains 3175 members 
Entering Unmasked Estep 
Score: -111970896.000000 Penalty: 116180.585938
Splitting cluster 5 changes total score from -111971880.000000 to -111970896.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (10932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Entering Unmasked Estep 
Score: -892550.375000 Penalty: 2306.263672
	Iteration 0F: 2 clusters Score -892550.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -884295.937500 Penalty: 4612.527344
	Iteration 0F: 3 clusters Score -884295.9 nChanged 4578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -886679.937500 Penalty: 4612.527344
	Iteration 1F: 3 clusters Score -886679.9 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -886985.437500 Penalty: 4612.527344
	Iteration 2F: 3 clusters Score -886985.4 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -887265.187500 Penalty: 4612.527344
	Iteration 3F: 3 clusters Score -887265.2 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -887567.000000 Penalty: 4612.527344
	Iteration 4Q: 3 clusters Score -887567 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -887947.625000 Penalty: 4612.527344
	Iteration 5F: 3 clusters Score -887947.6 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -888403.062500 Penalty: 4612.527344
	Iteration 6F: 3 clusters Score -888403.1 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -888921.375000 Penalty: 4612.527344
	Iteration 7F: 3 clusters Score -888921.4 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -889406.375000 Penalty: 4612.527344
	Iteration 8F: 3 clusters Score -889406.4 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -889780.125000 Penalty: 4612.527344
	Iteration 9Q: 3 clusters Score -889780.1 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -890099.375000 Penalty: 4612.527344
	Iteration 10Q: 3 clusters Score -890099.4 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -890338.062500 Penalty: 4612.527344
	Iteration 11Q: 3 clusters Score -890338.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -890491.812500 Penalty: 4612.527344
	Iteration 12Q: 3 clusters Score -890491.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -890577.937500 Penalty: 4612.527344
	Iteration 13Q: 3 clusters Score -890577.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -890627.062500 Penalty: 4612.527344
	Iteration 14Q: 3 clusters Score -890627.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -890655.562500 Penalty: 4612.527344
	Iteration 15Q: 3 clusters Score -890655.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -890676.312500 Penalty: 4612.527344
	Iteration 16Q: 3 clusters Score -890676.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -890704.000000 Penalty: 4612.527344
	Iteration 17Q: 3 clusters Score -890704 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -890722.125000 Penalty: 4612.527344
	Iteration 18Q: 3 clusters Score -890722.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -890743.375000 Penalty: 4612.527344
	Iteration 19Q: 3 clusters Score -890743.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -890759.437500 Penalty: 4612.527344
	Iteration 20F: 3 clusters Score -890759.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -890771.000000 Penalty: 4612.527344
	Iteration 21Q: 3 clusters Score -890771 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -890782.875000 Penalty: 4612.527344
	Iteration 22Q: 3 clusters Score -890782.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -890788.437500 Penalty: 4612.527344
	Iteration 23Q: 3 clusters Score -890788.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -890794.187500 Penalty: 4612.527344
	Iteration 24Q: 3 clusters Score -890794.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -890795.750000 Penalty: 4612.527344
	Iteration 25Q: 3 clusters Score -890795.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -890797.812500 Penalty: 4612.527344
	Iteration 26Q: 3 clusters Score -890797.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -890801.937500 Penalty: 4612.527344
	Iteration 27Q: 3 clusters Score -890801.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -890800.250000 Penalty: 4612.527344
	Iteration 28Q: 3 clusters Score -890800.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -890802.125000 Penalty: 4612.527344
	Iteration 29Q: 3 clusters Score -890802.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -890805.625000 Penalty: 4612.527344
	Iteration 30Q: 3 clusters Score -890805.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -890805.437500 Penalty: 4612.527344
	Iteration 31Q: 3 clusters Score -890805.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -890805.000000 Penalty: 4612.527344
	Iteration 32Q: 3 clusters Score -890805 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -890809.000000 Penalty: 4612.527344
	Iteration 33Q: 3 clusters Score -890809 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -890809.562500 Penalty: 4612.527344
	Iteration 34Q: 3 clusters Score -890809.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -890809.375000 Penalty: 4612.527344
	Iteration 35Q: 3 clusters Score -890809.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -890809.937500 Penalty: 4612.527344
	Iteration 36Q: 3 clusters Score -890809.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -890809.937500 Penalty: 4612.527344
	Iteration 37F: 3 clusters Score -890809.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (27827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27827 members 
Entering Unmasked Estep 
Score: -2289322.000000 Penalty: 2537.972900
	Iteration 0F: 2 clusters Score -2289322 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -2270226.250000 Penalty: 5075.945801
	Iteration 0F: 3 clusters Score -2270226 nChanged 12457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -2277152.500000 Penalty: 5075.945801
	Iteration 1F: 3 clusters Score -2277152 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -2277657.500000 Penalty: 5075.945801
	Iteration 2F: 3 clusters Score -2277658 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -2278136.250000 Penalty: 5075.945801
	Iteration 3Q: 3 clusters Score -2278136 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -2278634.000000 Penalty: 5075.945801
	Iteration 4Q: 3 clusters Score -2278634 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -2279226.250000 Penalty: 5075.945801
	Iteration 5Q: 3 clusters Score -2279226 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -2279919.000000 Penalty: 5075.945801
	Iteration 6Q: 3 clusters Score -2279919 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14506 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -2280758.000000 Penalty: 5075.945801
	Iteration 7Q: 3 clusters Score -2280758 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -2281722.000000 Penalty: 5075.945801
	Iteration 8F: 3 clusters Score -2281722 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -2282660.250000 Penalty: 5075.945801
	Iteration 9F: 3 clusters Score -2282660 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -2283359.500000 Penalty: 5075.945801
	Iteration 10Q: 3 clusters Score -2283360 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -2283729.750000 Penalty: 5075.945801
	Iteration 11Q: 3 clusters Score -2283730 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -2283913.000000 Penalty: 5075.945801
	Iteration 12Q: 3 clusters Score -2283913 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -2283998.750000 Penalty: 5075.945801
	Iteration 13Q: 3 clusters Score -2283999 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15317 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -2284047.500000 Penalty: 5075.945801
	Iteration 14Q: 3 clusters Score -2284048 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -2284085.000000 Penalty: 5075.945801
	Iteration 15Q: 3 clusters Score -2284085 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -2284127.000000 Penalty: 5075.945801
	Iteration 16Q: 3 clusters Score -2284127 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15611 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -2284164.250000 Penalty: 5075.945801
	Iteration 17Q: 3 clusters Score -2284164 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -2284202.750000 Penalty: 5075.945801
	Iteration 18Q: 3 clusters Score -2284203 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15828 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -2284243.000000 Penalty: 5075.945801
	Iteration 19Q: 3 clusters Score -2284243 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -2284268.250000 Penalty: 5075.945801
	Iteration 20F: 3 clusters Score -2284268 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15998 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -2284289.250000 Penalty: 5075.945801
	Iteration 21Q: 3 clusters Score -2284289 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -2284319.250000 Penalty: 5075.945801
	Iteration 22Q: 3 clusters Score -2284319 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16131 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -2284343.750000 Penalty: 5075.945801
	Iteration 23Q: 3 clusters Score -2284344 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16199 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -2284375.000000 Penalty: 5075.945801
	Iteration 24Q: 3 clusters Score -2284375 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16266 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -2284403.250000 Penalty: 5075.945801
	Iteration 25Q: 3 clusters Score -2284403 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16342 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -2284417.750000 Penalty: 5075.945801
	Iteration 26Q: 3 clusters Score -2284418 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -2284438.750000 Penalty: 5075.945801
	Iteration 27Q: 3 clusters Score -2284439 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16468 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -2284456.250000 Penalty: 5075.945801
	Iteration 28Q: 3 clusters Score -2284456 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -2284471.250000 Penalty: 5075.945801
	Iteration 29Q: 3 clusters Score -2284471 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -2284488.500000 Penalty: 5075.945801
	Iteration 30Q: 3 clusters Score -2284488 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16708 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -2284502.750000 Penalty: 5075.945801
	Iteration 31Q: 3 clusters Score -2284503 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -2284530.500000 Penalty: 5075.945801
	Iteration 32Q: 3 clusters Score -2284530 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16890 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -2284538.250000 Penalty: 5075.945801
	Iteration 33Q: 3 clusters Score -2284538 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -2284557.250000 Penalty: 5075.945801
	Iteration 34Q: 3 clusters Score -2284557 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17085 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -2284573.750000 Penalty: 5075.945801
	Iteration 35Q: 3 clusters Score -2284574 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17176 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -2284588.250000 Penalty: 5075.945801
	Iteration 36Q: 3 clusters Score -2284588 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -2284602.750000 Penalty: 5075.945801
	Iteration 37Q: 3 clusters Score -2284603 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -2284617.500000 Penalty: 5075.945801
	Iteration 38Q: 3 clusters Score -2284618 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17396 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -2284632.250000 Penalty: 5075.945801
	Iteration 39Q: 3 clusters Score -2284632 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17463 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -2284636.500000 Penalty: 5075.945801
	Iteration 40F: 3 clusters Score -2284636 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17540 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -2284640.500000 Penalty: 5075.945801
	Iteration 41Q: 3 clusters Score -2284640 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17615 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -2284654.500000 Penalty: 5075.945801
	Iteration 42Q: 3 clusters Score -2284654 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17679 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -2284667.000000 Penalty: 5075.945801
	Iteration 43Q: 3 clusters Score -2284667 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17739 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -2284677.000000 Penalty: 5075.945801
	Iteration 44Q: 3 clusters Score -2284677 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17804 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -2284674.750000 Penalty: 5075.945801
	Iteration 45Q: 3 clusters Score -2284675 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17879 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -2284691.000000 Penalty: 5075.945801
	Iteration 46Q: 3 clusters Score -2284691 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17938 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -2284703.250000 Penalty: 5075.945801
	Iteration 47Q: 3 clusters Score -2284703 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18002 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -2284703.250000 Penalty: 5075.945801
	Iteration 48Q: 3 clusters Score -2284703 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18065 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -2284715.500000 Penalty: 5075.945801
	Iteration 49Q: 3 clusters Score -2284716 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18128 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -2284724.500000 Penalty: 5075.945801
	Iteration 50Q: 3 clusters Score -2284724 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18212 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -2284734.750000 Penalty: 5075.945801
	Iteration 51Q: 3 clusters Score -2284735 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18297 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 18385 members 
Mstep: Class 2 contains 9442 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 18681 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 18833 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 18931 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 19043 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 19149 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 19393 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 19517 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 19653 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 19809 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 19980 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 20143 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 20460 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 20637 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 20822 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 6613 members 
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Mstep: Class 1 contains 21649 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 22060 members 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 5369 members 
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Mstep: Class 1 contains 22672 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2286770 nChanged 38
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	Iteration 118Q: 3 clusters Score -2286790 nChanged 33
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -2286809 nChanged 33
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2286820 nChanged 32
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	Iteration 122Q: 3 clusters Score -2286836 nChanged 28
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	Iteration 123Q: 3 clusters Score -2286842 nChanged 30
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	Iteration 124Q: 3 clusters Score -2286847 nChanged 37
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	Iteration 125Q: 3 clusters Score -2286863 nChanged 32
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	Iteration 126Q: 3 clusters Score -2286878 nChanged 23
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	Iteration 127Q: 3 clusters Score -2286893 nChanged 20
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	Iteration 128Q: 3 clusters Score -2286898 nChanged 17
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	Iteration 129Q: 3 clusters Score -2286902 nChanged 26
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	Iteration 130Q: 3 clusters Score -2286910 nChanged 19
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	Iteration 131Q: 3 clusters Score -2286913 nChanged 22
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	Iteration 132Q: 3 clusters Score -2286924 nChanged 15
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	Iteration 133Q: 3 clusters Score -2286929 nChanged 16
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -2286932 nChanged 9
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -2286934 nChanged 9
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -2286937 nChanged 11
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -2286940 nChanged 16
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Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -2286940 nChanged 14
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -2286944 nChanged 12
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Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -2286947 nChanged 13
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Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -2286958 nChanged 15
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Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -2286962 nChanged 13
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	Iteration 143Q: 3 clusters Score -2286965 nChanged 17
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Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -2286971 nChanged 14
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26655 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -2286973.250000 Penalty: 5075.945801
	Iteration 145Q: 3 clusters Score -2286973 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26670 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -2286983.000000 Penalty: 5075.945801
	Iteration 146Q: 3 clusters Score -2286983 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26683 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -2286986.750000 Penalty: 5075.945801
	Iteration 147Q: 3 clusters Score -2286987 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26698 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -2286993.750000 Penalty: 5075.945801
	Iteration 148Q: 3 clusters Score -2286994 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26715 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -2287000.750000 Penalty: 5075.945801
	Iteration 149Q: 3 clusters Score -2287001 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26724 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -2287009.250000 Penalty: 5075.945801
	Iteration 150Q: 3 clusters Score -2287009 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26732 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -2287012.500000 Penalty: 5075.945801
	Iteration 151Q: 3 clusters Score -2287012 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26746 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -2287021.500000 Penalty: 5075.945801
	Iteration 152Q: 3 clusters Score -2287022 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26758 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -2287025.250000 Penalty: 5075.945801
	Iteration 153Q: 3 clusters Score -2287025 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26764 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -2287027.250000 Penalty: 5075.945801
	Iteration 154Q: 3 clusters Score -2287027 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26772 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -2287027.500000 Penalty: 5075.945801
	Iteration 155Q: 3 clusters Score -2287028 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26781 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -2287029.250000 Penalty: 5075.945801
	Iteration 156Q: 3 clusters Score -2287029 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26788 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -2287031.500000 Penalty: 5075.945801
	Iteration 157Q: 3 clusters Score -2287032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26793 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -2287034.750000 Penalty: 5075.945801
	Iteration 158Q: 3 clusters Score -2287035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26795 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -2287036.500000 Penalty: 5075.945801
	Iteration 159Q: 3 clusters Score -2287036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26798 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -2287039.500000 Penalty: 5075.945801
	Iteration 160F: 3 clusters Score -2287040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26801 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -2287036.500000 Penalty: 5075.945801
	Iteration 161Q: 3 clusters Score -2287036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26806 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -2287042.750000 Penalty: 5075.945801
	Iteration 162Q: 3 clusters Score -2287043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26809 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -2287043.250000 Penalty: 5075.945801
	Iteration 163Q: 3 clusters Score -2287043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26810 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -2287043.250000 Penalty: 5075.945801
	Iteration 164Q: 3 clusters Score -2287043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26811 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -2287043.500000 Penalty: 5075.945801
	Iteration 165Q: 3 clusters Score -2287044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26812 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -2287040.500000 Penalty: 5075.945801
	Iteration 166Q: 3 clusters Score -2287040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26813 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -2287040.500000 Penalty: 5075.945801
	Iteration 167Q: 3 clusters Score -2287040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26812 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -2287042.250000 Penalty: 5075.945801
	Iteration 168Q: 3 clusters Score -2287042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26812 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -2287042.250000 Penalty: 5075.945801
	Iteration 169F: 3 clusters Score -2287042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Entering Unmasked Estep 
Score: -211040.375000 Penalty: 1998.386719
	Iteration 0F: 2 clusters Score -211040.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -207692.906250 Penalty: 3996.773438
	Iteration 0F: 3 clusters Score -207692.9 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -208399.062500 Penalty: 3996.773438
	Iteration 1F: 3 clusters Score -208399.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -208601.390625 Penalty: 3996.773438
	Iteration 2F: 3 clusters Score -208601.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -208741.890625 Penalty: 3996.773438
	Iteration 3F: 3 clusters Score -208741.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -208850.250000 Penalty: 3996.773438
	Iteration 4Q: 3 clusters Score -208850.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -208960.234375 Penalty: 3996.773438
	Iteration 5Q: 3 clusters Score -208960.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -209040.937500 Penalty: 3996.773438
	Iteration 6Q: 3 clusters Score -209040.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -209110.203125 Penalty: 3996.773438
	Iteration 7Q: 3 clusters Score -209110.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -209161.078125 Penalty: 3996.773438
	Iteration 8Q: 3 clusters Score -209161.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -209195.484375 Penalty: 3996.773438
	Iteration 9Q: 3 clusters Score -209195.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -209243.953125 Penalty: 3996.773438
	Iteration 10Q: 3 clusters Score -209244 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -209290.953125 Penalty: 3996.773438
	Iteration 11Q: 3 clusters Score -209291 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -209341.687500 Penalty: 3996.773438
	Iteration 12Q: 3 clusters Score -209341.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -209391.125000 Penalty: 3996.773438
	Iteration 13Q: 3 clusters Score -209391.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -209443.062500 Penalty: 3996.773438
	Iteration 14Q: 3 clusters Score -209443.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -209485.046875 Penalty: 3996.773438
	Iteration 15Q: 3 clusters Score -209485 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -209520.312500 Penalty: 3996.773438
	Iteration 16Q: 3 clusters Score -209520.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -209538.468750 Penalty: 3996.773438
	Iteration 17Q: 3 clusters Score -209538.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -209561.062500 Penalty: 3996.773438
	Iteration 18Q: 3 clusters Score -209561.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -209583.484375 Penalty: 3996.773438
	Iteration 19Q: 3 clusters Score -209583.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -209601.265625 Penalty: 3996.773438
	Iteration 20F: 3 clusters Score -209601.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -209617.187500 Penalty: 3996.773438
	Iteration 21Q: 3 clusters Score -209617.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -209631.187500 Penalty: 3996.773438
	Iteration 22Q: 3 clusters Score -209631.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -209646.187500 Penalty: 3996.773438
	Iteration 23Q: 3 clusters Score -209646.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -209660.625000 Penalty: 3996.773438
	Iteration 24Q: 3 clusters Score -209660.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -209673.515625 Penalty: 3996.773438
	Iteration 25Q: 3 clusters Score -209673.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -209684.750000 Penalty: 3996.773438
	Iteration 26Q: 3 clusters Score -209684.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -209693.203125 Penalty: 3996.773438
	Iteration 27Q: 3 clusters Score -209693.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -209698.062500 Penalty: 3996.773438
	Iteration 28Q: 3 clusters Score -209698.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -209702.796875 Penalty: 3996.773438
	Iteration 29Q: 3 clusters Score -209702.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -209709.750000 Penalty: 3996.773438
	Iteration 30Q: 3 clusters Score -209709.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -209717.734375 Penalty: 3996.773438
	Iteration 31Q: 3 clusters Score -209717.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -209721.859375 Penalty: 3996.773438
	Iteration 32Q: 3 clusters Score -209721.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -209723.453125 Penalty: 3996.773438
	Iteration 33Q: 3 clusters Score -209723.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -209723.453125 Penalty: 3996.773438
	Iteration 34F: 3 clusters Score -209723.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Entering Unmasked Estep 
Score: -226188.890625 Penalty: 1973.553589
	Iteration 0F: 2 clusters Score -226188.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -222992.015625 Penalty: 3947.107178
	Iteration 0F: 3 clusters Score -222992 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -223577.296875 Penalty: 3947.107178
	Iteration 1F: 3 clusters Score -223577.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -223732.031250 Penalty: 3947.107178
	Iteration 2F: 3 clusters Score -223732 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -223826.390625 Penalty: 3947.107178
	Iteration 3Q: 3 clusters Score -223826.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -223882.937500 Penalty: 3947.107178
	Iteration 4Q: 3 clusters Score -223882.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -223923.156250 Penalty: 3947.107178
	Iteration 5Q: 3 clusters Score -223923.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -223954.234375 Penalty: 3947.107178
	Iteration 6Q: 3 clusters Score -223954.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -223982.890625 Penalty: 3947.107178
	Iteration 7Q: 3 clusters Score -223982.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -223999.546875 Penalty: 3947.107178
	Iteration 8Q: 3 clusters Score -223999.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -224009.781250 Penalty: 3947.107178
	Iteration 9Q: 3 clusters Score -224009.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -224021.593750 Penalty: 3947.107178
	Iteration 10Q: 3 clusters Score -224021.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -224042.593750 Penalty: 3947.107178
	Iteration 11Q: 3 clusters Score -224042.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -224063.078125 Penalty: 3947.107178
	Iteration 12Q: 3 clusters Score -224063.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -224074.765625 Penalty: 3947.107178
	Iteration 13Q: 3 clusters Score -224074.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -224086.078125 Penalty: 3947.107178
	Iteration 14Q: 3 clusters Score -224086.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -224099.343750 Penalty: 3947.107178
	Iteration 15Q: 3 clusters Score -224099.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -224109.015625 Penalty: 3947.107178
	Iteration 16Q: 3 clusters Score -224109 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -224117.390625 Penalty: 3947.107178
	Iteration 17Q: 3 clusters Score -224117.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -224122.859375 Penalty: 3947.107178
	Iteration 18Q: 3 clusters Score -224122.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -224126.859375 Penalty: 3947.107178
	Iteration 19Q: 3 clusters Score -224126.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -224132.093750 Penalty: 3947.107178
	Iteration 20F: 3 clusters Score -224132.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -224138.734375 Penalty: 3947.107178
	Iteration 21Q: 3 clusters Score -224138.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -224144.953125 Penalty: 3947.107178
	Iteration 22Q: 3 clusters Score -224145 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -224151.812500 Penalty: 3947.107178
	Iteration 23Q: 3 clusters Score -224151.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -224156.265625 Penalty: 3947.107178
	Iteration 24Q: 3 clusters Score -224156.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -224164.812500 Penalty: 3947.107178
	Iteration 25Q: 3 clusters Score -224164.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -224171.125000 Penalty: 3947.107178
	Iteration 26Q: 3 clusters Score -224171.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -224178.640625 Penalty: 3947.107178
	Iteration 27Q: 3 clusters Score -224178.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -224185.609375 Penalty: 3947.107178
	Iteration 28Q: 3 clusters Score -224185.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -224196.515625 Penalty: 3947.107178
	Iteration 29Q: 3 clusters Score -224196.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -224207.171875 Penalty: 3947.107178
	Iteration 30Q: 3 clusters Score -224207.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -224220.328125 Penalty: 3947.107178
	Iteration 31Q: 3 clusters Score -224220.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -224228.859375 Penalty: 3947.107178
	Iteration 32Q: 3 clusters Score -224228.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -224236.703125 Penalty: 3947.107178
	Iteration 33Q: 3 clusters Score -224236.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -224246.406250 Penalty: 3947.107178
	Iteration 34Q: 3 clusters Score -224246.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -224256.875000 Penalty: 3947.107178
	Iteration 35Q: 3 clusters Score -224256.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -224268.890625 Penalty: 3947.107178
	Iteration 36Q: 3 clusters Score -224268.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -224280.718750 Penalty: 3947.107178
	Iteration 37Q: 3 clusters Score -224280.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -224291.656250 Penalty: 3947.107178
	Iteration 38Q: 3 clusters Score -224291.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -224302.000000 Penalty: 3947.107178
	Iteration 39Q: 3 clusters Score -224302 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -224311.171875 Penalty: 3947.107178
	Iteration 40F: 3 clusters Score -224311.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -224321.406250 Penalty: 3947.107178
	Iteration 41Q: 3 clusters Score -224321.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -224327.000000 Penalty: 3947.107178
	Iteration 42Q: 3 clusters Score -224327 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -224332.140625 Penalty: 3947.107178
	Iteration 43Q: 3 clusters Score -224332.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -224335.328125 Penalty: 3947.107178
	Iteration 44Q: 3 clusters Score -224335.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -224338.031250 Penalty: 3947.107178
	Iteration 45Q: 3 clusters Score -224338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -224341.109375 Penalty: 3947.107178
	Iteration 46Q: 3 clusters Score -224341.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -224344.546875 Penalty: 3947.107178
	Iteration 47Q: 3 clusters Score -224344.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -224345.703125 Penalty: 3947.107178
	Iteration 48Q: 3 clusters Score -224345.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -224345.828125 Penalty: 3947.107178
	Iteration 49Q: 3 clusters Score -224345.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -224345.828125 Penalty: 3947.107178
	Iteration 50F: 3 clusters Score -224345.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Entering Unmasked Estep 
Score: -813339.500000 Penalty: 2299.246094
	Iteration 0F: 2 clusters Score -813339.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -805175.875000 Penalty: 4598.492188
	Iteration 0F: 3 clusters Score -805175.9 nChanged 4501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -807694.125000 Penalty: 4598.492188
	Iteration 1F: 3 clusters Score -807694.1 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -808119.750000 Penalty: 4598.492188
	Iteration 2F: 3 clusters Score -808119.8 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -808529.625000 Penalty: 4598.492188
	Iteration 3F: 3 clusters Score -808529.6 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -808978.875000 Penalty: 4598.492188
	Iteration 4F: 3 clusters Score -808978.9 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -809469.312500 Penalty: 4598.492188
	Iteration 5F: 3 clusters Score -809469.3 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -810143.187500 Penalty: 4598.492188
	Iteration 6F: 3 clusters Score -810143.2 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -811260.750000 Penalty: 4598.492188
	Iteration 7F: 3 clusters Score -811260.8 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -813415.250000 Penalty: 4598.492188
	Iteration 8F: 3 clusters Score -813415.2 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -816189.687500 Penalty: 4598.492188
	Iteration 9F: 3 clusters Score -816189.7 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -817219.812500 Penalty: 4598.492188
	Iteration 10Q: 3 clusters Score -817219.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -817661.312500 Penalty: 4598.492188
	Iteration 11Q: 3 clusters Score -817661.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -817771.312500 Penalty: 4598.492188
	Iteration 12Q: 3 clusters Score -817771.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -817791.562500 Penalty: 4598.492188
	Iteration 13Q: 3 clusters Score -817791.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -817797.437500 Penalty: 4598.492188
	Iteration 14Q: 3 clusters Score -817797.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -817799.812500 Penalty: 4598.492188
	Iteration 15Q: 3 clusters Score -817799.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -817800.687500 Penalty: 4598.492188
	Iteration 16Q: 3 clusters Score -817800.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -817802.125000 Penalty: 4598.492188
	Iteration 17Q: 3 clusters Score -817802.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -817802.125000 Penalty: 4598.492188
	Iteration 18F: 3 clusters Score -817802.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 113903 members 
Mstep: Class 2 contains 44730 members 
Mstep: Class 3 contains 1258 members 
Mstep: Class 4 contains 152383 members 
Mstep: Class 5 contains 8904 members 
Mstep: Class 6 contains 10932 members 
Mstep: Class 7 contains 27827 members 
Mstep: Class 8 contains 3159 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3306 members 
Mstep: Class 11 contains 8135 members 
Mstep: Class 12 contains 11733 members 
Mstep: Class 13 contains 69329 members 
Mstep: Class 14 contains 2461 members 
Mstep: Class 15 contains 23436 members 
Mstep: Class 16 contains 7290 members 
Mstep: Class 17 contains 16071 members 
Mstep: Class 18 contains 76549 members 
Mstep: Class 19 contains 8712 members 
Mstep: Class 20 contains 582670 members 
Mstep: Class 21 contains 23789 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2869 members 
Mstep: Class 24 contains 67496 members 
Mstep: Class 25 contains 17053 members 
Mstep: Class 26 contains 4589 members 
Mstep: Class 27 contains 61730 members 
Mstep: Class 28 contains 4989 members 
Mstep: Class 29 contains 6744 members 
Mstep: Class 30 contains 3161 members 
Mstep: Class 31 contains 74922 members 
Mstep: Class 32 contains 4334 members 
Mstep: Class 33 contains 7321 members 
Entering Unmasked Estep 
Score: -111975256.000000 Penalty: 116180.585938
Splitting cluster 10 changes total score from -111971880.000000 to -111975256.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 11 (8135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Entering Unmasked Estep 
Score: -629641.187500 Penalty: 2232.974854
	Iteration 0F: 2 clusters Score -629641.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -623143.312500 Penalty: 4465.949707
	Iteration 0F: 3 clusters Score -623143.3 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -624927.375000 Penalty: 4465.949707
	Iteration 1F: 3 clusters Score -624927.4 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -625235.500000 Penalty: 4465.949707
	Iteration 2F: 3 clusters Score -625235.5 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -625484.125000 Penalty: 4465.949707
	Iteration 3F: 3 clusters Score -625484.1 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -625694.812500 Penalty: 4465.949707
	Iteration 4Q: 3 clusters Score -625694.8 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -625886.375000 Penalty: 4465.949707
	Iteration 5Q: 3 clusters Score -625886.4 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -626050.750000 Penalty: 4465.949707
	Iteration 6Q: 3 clusters Score -626050.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -626223.562500 Penalty: 4465.949707
	Iteration 7Q: 3 clusters Score -626223.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -626396.187500 Penalty: 4465.949707
	Iteration 8Q: 3 clusters Score -626396.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -626603.125000 Penalty: 4465.949707
	Iteration 9Q: 3 clusters Score -626603.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -626826.187500 Penalty: 4465.949707
	Iteration 10Q: 3 clusters Score -626826.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -627031.625000 Penalty: 4465.949707
	Iteration 11Q: 3 clusters Score -627031.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -627194.937500 Penalty: 4465.949707
	Iteration 12Q: 3 clusters Score -627194.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -627347.312500 Penalty: 4465.949707
	Iteration 13Q: 3 clusters Score -627347.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -627484.375000 Penalty: 4465.949707
	Iteration 14Q: 3 clusters Score -627484.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -627600.500000 Penalty: 4465.949707
	Iteration 15Q: 3 clusters Score -627600.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -627677.562500 Penalty: 4465.949707
	Iteration 16Q: 3 clusters Score -627677.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -627732.312500 Penalty: 4465.949707
	Iteration 17Q: 3 clusters Score -627732.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -627766.937500 Penalty: 4465.949707
	Iteration 18Q: 3 clusters Score -627766.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -627787.187500 Penalty: 4465.949707
	Iteration 19Q: 3 clusters Score -627787.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -627818.000000 Penalty: 4465.949707
	Iteration 20F: 3 clusters Score -627818 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -627845.437500 Penalty: 4465.949707
	Iteration 21Q: 3 clusters Score -627845.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -627859.562500 Penalty: 4465.949707
	Iteration 22Q: 3 clusters Score -627859.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -627867.250000 Penalty: 4465.949707
	Iteration 23Q: 3 clusters Score -627867.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -627875.500000 Penalty: 4465.949707
	Iteration 24Q: 3 clusters Score -627875.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -627882.250000 Penalty: 4465.949707
	Iteration 25Q: 3 clusters Score -627882.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -627886.312500 Penalty: 4465.949707
	Iteration 26Q: 3 clusters Score -627886.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -627890.750000 Penalty: 4465.949707
	Iteration 27Q: 3 clusters Score -627890.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -627894.187500 Penalty: 4465.949707
	Iteration 28Q: 3 clusters Score -627894.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -627893.937500 Penalty: 4465.949707
	Iteration 29Q: 3 clusters Score -627893.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -627896.250000 Penalty: 4465.949707
	Iteration 30Q: 3 clusters Score -627896.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -627897.187500 Penalty: 4465.949707
	Iteration 31Q: 3 clusters Score -627897.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -627898.750000 Penalty: 4465.949707
	Iteration 32Q: 3 clusters Score -627898.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -627899.562500 Penalty: 4465.949707
	Iteration 33Q: 3 clusters Score -627899.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -627900.062500 Penalty: 4465.949707
	Iteration 34Q: 3 clusters Score -627900.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -627901.937500 Penalty: 4465.949707
	Iteration 35Q: 3 clusters Score -627901.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -627904.750000 Penalty: 4465.949707
	Iteration 36Q: 3 clusters Score -627904.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -627905.812500 Penalty: 4465.949707
	Iteration 37Q: 3 clusters Score -627905.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -627906.125000 Penalty: 4465.949707
	Iteration 38Q: 3 clusters Score -627906.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -627908.000000 Penalty: 4465.949707
	Iteration 39Q: 3 clusters Score -627908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -627908.000000 Penalty: 4465.949707
	Iteration 40F: 3 clusters Score -627908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Entering Unmasked Estep 
Score: -909025.562500 Penalty: 2323.800049
	Iteration 0F: 2 clusters Score -909025.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -900199.875000 Penalty: 4647.600098
	Iteration 0F: 3 clusters Score -900199.9 nChanged 4990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -902822.937500 Penalty: 4647.600098
	Iteration 1F: 3 clusters Score -902822.9 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -903157.312500 Penalty: 4647.600098
	Iteration 2F: 3 clusters Score -903157.3 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -903428.812500 Penalty: 4647.600098
	Iteration 3F: 3 clusters Score -903428.8 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -903681.812500 Penalty: 4647.600098
	Iteration 4Q: 3 clusters Score -903681.8 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -903927.437500 Penalty: 4647.600098
	Iteration 5Q: 3 clusters Score -903927.4 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -904165.937500 Penalty: 4647.600098
	Iteration 6Q: 3 clusters Score -904165.9 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -904449.000000 Penalty: 4647.600098
	Iteration 7Q: 3 clusters Score -904449 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -904783.750000 Penalty: 4647.600098
	Iteration 8Q: 3 clusters Score -904783.8 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -905164.687500 Penalty: 4647.600098
	Iteration 9Q: 3 clusters Score -905164.7 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -905622.250000 Penalty: 4647.600098
	Iteration 10Q: 3 clusters Score -905622.2 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -906122.562500 Penalty: 4647.600098
	Iteration 11F: 3 clusters Score -906122.6 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -906518.625000 Penalty: 4647.600098
	Iteration 12Q: 3 clusters Score -906518.6 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -906840.750000 Penalty: 4647.600098
	Iteration 13Q: 3 clusters Score -906840.8 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -907057.687500 Penalty: 4647.600098
	Iteration 14Q: 3 clusters Score -907057.7 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -907236.562500 Penalty: 4647.600098
	Iteration 15Q: 3 clusters Score -907236.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -907379.500000 Penalty: 4647.600098
	Iteration 16Q: 3 clusters Score -907379.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -907482.375000 Penalty: 4647.600098
	Iteration 17Q: 3 clusters Score -907482.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -907544.062500 Penalty: 4647.600098
	Iteration 18Q: 3 clusters Score -907544.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -907587.625000 Penalty: 4647.600098
	Iteration 19Q: 3 clusters Score -907587.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -907623.000000 Penalty: 4647.600098
	Iteration 20F: 3 clusters Score -907623 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -907649.000000 Penalty: 4647.600098
	Iteration 21Q: 3 clusters Score -907649 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -907665.562500 Penalty: 4647.600098
	Iteration 22Q: 3 clusters Score -907665.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -907682.687500 Penalty: 4647.600098
	Iteration 23Q: 3 clusters Score -907682.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -907691.937500 Penalty: 4647.600098
	Iteration 24Q: 3 clusters Score -907691.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -907708.875000 Penalty: 4647.600098
	Iteration 25Q: 3 clusters Score -907708.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -907715.875000 Penalty: 4647.600098
	Iteration 26Q: 3 clusters Score -907715.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -907720.187500 Penalty: 4647.600098
	Iteration 27Q: 3 clusters Score -907720.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -907727.625000 Penalty: 4647.600098
	Iteration 28Q: 3 clusters Score -907727.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -907733.000000 Penalty: 4647.600098
	Iteration 29Q: 3 clusters Score -907733 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -907736.375000 Penalty: 4647.600098
	Iteration 30Q: 3 clusters Score -907736.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -907740.062500 Penalty: 4647.600098
	Iteration 31Q: 3 clusters Score -907740.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -907742.250000 Penalty: 4647.600098
	Iteration 32Q: 3 clusters Score -907742.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -907747.000000 Penalty: 4647.600098
	Iteration 33Q: 3 clusters Score -907747 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -907750.437500 Penalty: 4647.600098
	Iteration 34Q: 3 clusters Score -907750.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -907750.750000 Penalty: 4647.600098
	Iteration 35Q: 3 clusters Score -907750.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -907751.437500 Penalty: 4647.600098
	Iteration 36Q: 3 clusters Score -907751.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -907756.437500 Penalty: 4647.600098
	Iteration 37Q: 3 clusters Score -907756.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -907755.812500 Penalty: 4647.600098
	Iteration 38Q: 3 clusters Score -907755.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -907758.625000 Penalty: 4647.600098
	Iteration 39Q: 3 clusters Score -907758.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -907762.437500 Penalty: 4647.600098
	Iteration 40F: 3 clusters Score -907762.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -907763.187500 Penalty: 4647.600098
	Iteration 41Q: 3 clusters Score -907763.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -907762.187500 Penalty: 4647.600098
	Iteration 42Q: 3 clusters Score -907762.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -907764.375000 Penalty: 4647.600098
	Iteration 43Q: 3 clusters Score -907764.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -907769.437500 Penalty: 4647.600098
	Iteration 44Q: 3 clusters Score -907769.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -907766.875000 Penalty: 4647.600098
	Iteration 45Q: 3 clusters Score -907766.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -907769.437500 Penalty: 4647.600098
	Iteration 46Q: 3 clusters Score -907769.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -907767.625000 Penalty: 4647.600098
	Iteration 47Q: 3 clusters Score -907767.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -907772.437500 Penalty: 4647.600098
	Iteration 48Q: 3 clusters Score -907772.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -907776.312500 Penalty: 4647.600098
	Iteration 49Q: 3 clusters Score -907776.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -907777.000000 Penalty: 4647.600098
	Iteration 50Q: 3 clusters Score -907777 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -907778.375000 Penalty: 4647.600098
	Iteration 51Q: 3 clusters Score -907778.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -907782.125000 Penalty: 4647.600098
	Iteration 52Q: 3 clusters Score -907782.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -907782.812500 Penalty: 4647.600098
	Iteration 53Q: 3 clusters Score -907782.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -907784.937500 Penalty: 4647.600098
	Iteration 54Q: 3 clusters Score -907784.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -907785.312500 Penalty: 4647.600098
	Iteration 55Q: 3 clusters Score -907785.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -907784.625000 Penalty: 4647.600098
	Iteration 56Q: 3 clusters Score -907784.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -907786.000000 Penalty: 4647.600098
	Iteration 57Q: 3 clusters Score -907786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -907788.187500 Penalty: 4647.600098
	Iteration 58Q: 3 clusters Score -907788.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -907788.812500 Penalty: 4647.600098
	Iteration 59Q: 3 clusters Score -907788.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -907790.500000 Penalty: 4647.600098
	Iteration 60F: 3 clusters Score -907790.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -907792.125000 Penalty: 4647.600098
	Iteration 61Q: 3 clusters Score -907792.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -907791.687500 Penalty: 4647.600098
	Iteration 62Q: 3 clusters Score -907791.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -907793.500000 Penalty: 4647.600098
	Iteration 63Q: 3 clusters Score -907793.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -907792.062500 Penalty: 4647.600098
	Iteration 64Q: 3 clusters Score -907792.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -907792.062500 Penalty: 4647.600098
	Iteration 65F: 3 clusters Score -907792.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (69329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69329 members 
Entering Unmasked Estep 
Score: -5442157.500000 Penalty: 2764.361572
	Iteration 0F: 2 clusters Score -5442158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34517 members 
Mstep: Class 2 contains 34812 members 
Entering Unmasked Estep 
Score: -5395649.500000 Penalty: 5528.723145
	Iteration 0F: 3 clusters Score -5395650 nChanged 32244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33493 members 
Mstep: Class 2 contains 35836 members 
Entering Unmasked Estep 
Score: -5413598.500000 Penalty: 5528.723145
	Iteration 1F: 3 clusters Score -5413598 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32804 members 
Mstep: Class 2 contains 36525 members 
Entering Unmasked Estep 
Score: -5414179.000000 Penalty: 5528.723145
	Iteration 2Q: 3 clusters Score -5414179 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31779 members 
Mstep: Class 2 contains 37550 members 
Entering Unmasked Estep 
Score: -5414749.000000 Penalty: 5528.723145
	Iteration 3Q: 3 clusters Score -5414749 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30210 members 
Mstep: Class 2 contains 39119 members 
Entering Unmasked Estep 
Score: -5415439.000000 Penalty: 5528.723145
	Iteration 4Q: 3 clusters Score -5415439 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27873 members 
Mstep: Class 2 contains 41456 members 
Entering Unmasked Estep 
Score: -5416574.500000 Penalty: 5528.723145
	Iteration 5Q: 3 clusters Score -5416574 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24567 members 
Mstep: Class 2 contains 44762 members 
Entering Unmasked Estep 
Score: -5418364.000000 Penalty: 5528.723145
	Iteration 6F: 3 clusters Score -5418364 nChanged 4727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19920 members 
Mstep: Class 2 contains 49409 members 
Entering Unmasked Estep 
Score: -5421571.000000 Penalty: 5528.723145
	Iteration 7F: 3 clusters Score -5421571 nChanged 5891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 55278 members 
Entering Unmasked Estep 
Score: -5426370.500000 Penalty: 5528.723145
	Iteration 8F: 3 clusters Score -5426370 nChanged 5980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 61252 members 
Entering Unmasked Estep 
Score: -5432207.500000 Penalty: 5528.723145
	Iteration 9F: 3 clusters Score -5432208 nChanged 4421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 65663 members 
Entering Unmasked Estep 
Score: -5436553.000000 Penalty: 5528.723145
	Iteration 10F: 3 clusters Score -5436553 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 67847 members 
Entering Unmasked Estep 
Score: -5438656.500000 Penalty: 5528.723145
	Iteration 11Q: 3 clusters Score -5438656 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 68596 members 
Entering Unmasked Estep 
Score: -5439310.000000 Penalty: 5528.723145
	Iteration 12Q: 3 clusters Score -5439310 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 68816 members 
Entering Unmasked Estep 
Score: -5439505.000000 Penalty: 5528.723145
	Iteration 13Q: 3 clusters Score -5439505 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 68897 members 
Entering Unmasked Estep 
Score: -5439583.500000 Penalty: 5528.723145
	Iteration 14Q: 3 clusters Score -5439584 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 68935 members 
Entering Unmasked Estep 
Score: -5439645.500000 Penalty: 5528.723145
	Iteration 15Q: 3 clusters Score -5439646 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 68967 members 
Entering Unmasked Estep 
Score: -5439665.500000 Penalty: 5528.723145
	Iteration 16Q: 3 clusters Score -5439666 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 68978 members 
Entering Unmasked Estep 
Score: -5439681.500000 Penalty: 5528.723145
	Iteration 17Q: 3 clusters Score -5439682 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 68991 members 
Entering Unmasked Estep 
Score: -5439700.000000 Penalty: 5528.723145
	Iteration 18Q: 3 clusters Score -5439700 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 69000 members 
Entering Unmasked Estep 
Score: -5439718.500000 Penalty: 5528.723145
	Iteration 19Q: 3 clusters Score -5439718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 69004 members 
Entering Unmasked Estep 
Score: -5439719.500000 Penalty: 5528.723145
	Iteration 20F: 3 clusters Score -5439720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 69006 members 
Entering Unmasked Estep 
Score: -5439731.500000 Penalty: 5528.723145
	Iteration 21Q: 3 clusters Score -5439732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 69011 members 
Entering Unmasked Estep 
Score: -5439741.500000 Penalty: 5528.723145
	Iteration 22Q: 3 clusters Score -5439742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 69014 members 
Entering Unmasked Estep 
Score: -5439740.500000 Penalty: 5528.723145
	Iteration 23Q: 3 clusters Score -5439740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 69019 members 
Entering Unmasked Estep 
Score: -5439750.500000 Penalty: 5528.723145
	Iteration 24Q: 3 clusters Score -5439750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 69021 members 
Entering Unmasked Estep 
Score: -5439753.000000 Penalty: 5528.723145
	Iteration 25Q: 3 clusters Score -5439753 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 69021 members 
Entering Unmasked Estep 
Score: -5439753.000000 Penalty: 5528.723145
	Iteration 26F: 3 clusters Score -5439753 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Entering Unmasked Estep 
Score: -153710.671875 Penalty: 1936.464111
	Iteration 0F: 2 clusters Score -153710.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -150811.875000 Penalty: 3872.928223
	Iteration 0F: 3 clusters Score -150811.9 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -151701.078125 Penalty: 3872.928223
	Iteration 1F: 3 clusters Score -151701.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -152126.109375 Penalty: 3872.928223
	Iteration 2F: 3 clusters Score -152126.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -152480.078125 Penalty: 3872.928223
	Iteration 3F: 3 clusters Score -152480.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -152705.609375 Penalty: 3872.928223
	Iteration 4F: 3 clusters Score -152705.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -152827.593750 Penalty: 3872.928223
	Iteration 5Q: 3 clusters Score -152827.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -152880.828125 Penalty: 3872.928223
	Iteration 6Q: 3 clusters Score -152880.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -152924.375000 Penalty: 3872.928223
	Iteration 7Q: 3 clusters Score -152924.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -152949.796875 Penalty: 3872.928223
	Iteration 8Q: 3 clusters Score -152949.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -152976.640625 Penalty: 3872.928223
	Iteration 9Q: 3 clusters Score -152976.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -152999.593750 Penalty: 3872.928223
	Iteration 10Q: 3 clusters Score -152999.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -153019.890625 Penalty: 3872.928223
	Iteration 11Q: 3 clusters Score -153019.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -153035.093750 Penalty: 3872.928223
	Iteration 12Q: 3 clusters Score -153035.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -153050.468750 Penalty: 3872.928223
	Iteration 13Q: 3 clusters Score -153050.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -153058.984375 Penalty: 3872.928223
	Iteration 14Q: 3 clusters Score -153059 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -153066.000000 Penalty: 3872.928223
	Iteration 15Q: 3 clusters Score -153066 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -153071.343750 Penalty: 3872.928223
	Iteration 16Q: 3 clusters Score -153071.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -153074.437500 Penalty: 3872.928223
	Iteration 17Q: 3 clusters Score -153074.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -153075.453125 Penalty: 3872.928223
	Iteration 18Q: 3 clusters Score -153075.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -153075.921875 Penalty: 3872.928223
	Iteration 19Q: 3 clusters Score -153075.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -153079.546875 Penalty: 3872.928223
	Iteration 20F: 3 clusters Score -153079.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -153084.156250 Penalty: 3872.928223
	Iteration 21Q: 3 clusters Score -153084.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -153092.640625 Penalty: 3872.928223
	Iteration 22Q: 3 clusters Score -153092.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -153098.296875 Penalty: 3872.928223
	Iteration 23Q: 3 clusters Score -153098.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -153103.609375 Penalty: 3872.928223
	Iteration 24Q: 3 clusters Score -153103.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -153106.906250 Penalty: 3872.928223
	Iteration 25Q: 3 clusters Score -153106.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -153109.000000 Penalty: 3872.928223
	Iteration 26Q: 3 clusters Score -153109 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -153111.140625 Penalty: 3872.928223
	Iteration 27Q: 3 clusters Score -153111.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -153113.187500 Penalty: 3872.928223
	Iteration 28Q: 3 clusters Score -153113.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -153115.390625 Penalty: 3872.928223
	Iteration 29Q: 3 clusters Score -153115.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -153116.046875 Penalty: 3872.928223
	Iteration 30Q: 3 clusters Score -153116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -153116.187500 Penalty: 3872.928223
	Iteration 31Q: 3 clusters Score -153116.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -153116.187500 Penalty: 3872.928223
	Iteration 32F: 3 clusters Score -153116.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (23436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23436 members 
Entering Unmasked Estep 
Score: -1850711.500000 Penalty: 2495.383057
	Iteration 0F: 2 clusters Score -1850712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -1834488.875000 Penalty: 4990.766113
	Iteration 0F: 3 clusters Score -1834489 nChanged 10361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -1840225.875000 Penalty: 4990.766113
	Iteration 1F: 3 clusters Score -1840226 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -1840830.375000 Penalty: 4990.766113
	Iteration 2F: 3 clusters Score -1840830 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -1841477.250000 Penalty: 4990.766113
	Iteration 3F: 3 clusters Score -1841477 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -1842083.875000 Penalty: 4990.766113
	Iteration 4F: 3 clusters Score -1842084 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -1842695.750000 Penalty: 4990.766113
	Iteration 5F: 3 clusters Score -1842696 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -1843295.000000 Penalty: 4990.766113
	Iteration 6Q: 3 clusters Score -1843295 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -1843851.875000 Penalty: 4990.766113
	Iteration 7Q: 3 clusters Score -1843852 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -1844391.375000 Penalty: 4990.766113
	Iteration 8Q: 3 clusters Score -1844391 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -1844904.125000 Penalty: 4990.766113
	Iteration 9Q: 3 clusters Score -1844904 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -1845327.875000 Penalty: 4990.766113
	Iteration 10Q: 3 clusters Score -1845328 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -1845657.625000 Penalty: 4990.766113
	Iteration 11Q: 3 clusters Score -1845658 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -1845861.500000 Penalty: 4990.766113
	Iteration 12Q: 3 clusters Score -1845862 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -1846002.750000 Penalty: 4990.766113
	Iteration 13Q: 3 clusters Score -1846003 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -1846090.000000 Penalty: 4990.766113
	Iteration 14Q: 3 clusters Score -1846090 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -1846159.250000 Penalty: 4990.766113
	Iteration 15Q: 3 clusters Score -1846159 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -1846212.250000 Penalty: 4990.766113
	Iteration 16Q: 3 clusters Score -1846212 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -1846266.125000 Penalty: 4990.766113
	Iteration 17Q: 3 clusters Score -1846266 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -1846325.125000 Penalty: 4990.766113
	Iteration 18Q: 3 clusters Score -1846325 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -1846395.875000 Penalty: 4990.766113
	Iteration 19Q: 3 clusters Score -1846396 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -1846464.250000 Penalty: 4990.766113
	Iteration 20F: 3 clusters Score -1846464 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -1846536.250000 Penalty: 4990.766113
	Iteration 21Q: 3 clusters Score -1846536 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -1846607.375000 Penalty: 4990.766113
	Iteration 22Q: 3 clusters Score -1846607 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -1846684.875000 Penalty: 4990.766113
	Iteration 23Q: 3 clusters Score -1846685 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 15443 members 
Entering Unmasked Estep 
Score: -1846790.000000 Penalty: 4990.766113
	Iteration 24Q: 3 clusters Score -1846790 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 15773 members 
Entering Unmasked Estep 
Score: -1846898.625000 Penalty: 4990.766113
	Iteration 25Q: 3 clusters Score -1846899 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -1847026.750000 Penalty: 4990.766113
	Iteration 26Q: 3 clusters Score -1847027 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 16443 members 
Entering Unmasked Estep 
Score: -1847175.750000 Penalty: 4990.766113
	Iteration 27Q: 3 clusters Score -1847176 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 16812 members 
Entering Unmasked Estep 
Score: -1847325.125000 Penalty: 4990.766113
	Iteration 28Q: 3 clusters Score -1847325 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 17198 members 
Entering Unmasked Estep 
Score: -1847518.250000 Penalty: 4990.766113
	Iteration 29Q: 3 clusters Score -1847518 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 17612 members 
Entering Unmasked Estep 
Score: -1847710.500000 Penalty: 4990.766113
	Iteration 30Q: 3 clusters Score -1847710 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 18011 members 
Entering Unmasked Estep 
Score: -1847898.500000 Penalty: 4990.766113
	Iteration 31Q: 3 clusters Score -1847898 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 18386 members 
Entering Unmasked Estep 
Score: -1848078.000000 Penalty: 4990.766113
	Iteration 32Q: 3 clusters Score -1848078 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
Score: -1848265.125000 Penalty: 4990.766113
	Iteration 33Q: 3 clusters Score -1848265 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 19182 members 
Entering Unmasked Estep 
Score: -1848469.250000 Penalty: 4990.766113
	Iteration 34Q: 3 clusters Score -1848469 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 19600 members 
Entering Unmasked Estep 
Score: -1848690.750000 Penalty: 4990.766113
	Iteration 35Q: 3 clusters Score -1848691 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 20006 members 
Entering Unmasked Estep 
Score: -1848931.750000 Penalty: 4990.766113
	Iteration 36Q: 3 clusters Score -1848932 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 20375 members 
Entering Unmasked Estep 
Score: -1849152.250000 Penalty: 4990.766113
	Iteration 37Q: 3 clusters Score -1849152 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 20720 members 
Entering Unmasked Estep 
Score: -1849381.500000 Penalty: 4990.766113
	Iteration 38Q: 3 clusters Score -1849382 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 21007 members 
Entering Unmasked Estep 
Score: -1849596.250000 Penalty: 4990.766113
	Iteration 39Q: 3 clusters Score -1849596 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 21250 members 
Entering Unmasked Estep 
Score: -1849773.125000 Penalty: 4990.766113
	Iteration 40F: 3 clusters Score -1849773 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 21466 members 
Entering Unmasked Estep 
Score: -1849935.375000 Penalty: 4990.766113
	Iteration 41Q: 3 clusters Score -1849935 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 21630 members 
Entering Unmasked Estep 
Score: -1850041.125000 Penalty: 4990.766113
	Iteration 42Q: 3 clusters Score -1850041 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 21736 members 
Entering Unmasked Estep 
Score: -1850109.250000 Penalty: 4990.766113
	Iteration 43Q: 3 clusters Score -1850109 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 21832 members 
Entering Unmasked Estep 
Score: -1850181.125000 Penalty: 4990.766113
	Iteration 44Q: 3 clusters Score -1850181 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 21894 members 
Entering Unmasked Estep 
Score: -1850217.125000 Penalty: 4990.766113
	Iteration 45Q: 3 clusters Score -1850217 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 21939 members 
Entering Unmasked Estep 
Score: -1850248.250000 Penalty: 4990.766113
	Iteration 46Q: 3 clusters Score -1850248 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 21967 members 
Entering Unmasked Estep 
Score: -1850251.875000 Penalty: 4990.766113
	Iteration 47Q: 3 clusters Score -1850252 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 21982 members 
Entering Unmasked Estep 
Score: -1850259.875000 Penalty: 4990.766113
	Iteration 48Q: 3 clusters Score -1850260 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 21997 members 
Entering Unmasked Estep 
Score: -1850264.125000 Penalty: 4990.766113
	Iteration 49Q: 3 clusters Score -1850264 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 22010 members 
Entering Unmasked Estep 
Score: -1850270.375000 Penalty: 4990.766113
	Iteration 50Q: 3 clusters Score -1850270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 22019 members 
Entering Unmasked Estep 
Score: -1850274.625000 Penalty: 4990.766113
	Iteration 51Q: 3 clusters Score -1850275 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 22027 members 
Entering Unmasked Estep 
Score: -1850278.250000 Penalty: 4990.766113
	Iteration 52Q: 3 clusters Score -1850278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 22031 members 
Entering Unmasked Estep 
Score: -1850273.625000 Penalty: 4990.766113
	Iteration 53Q: 3 clusters Score -1850274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 22032 members 
Entering Unmasked Estep 
Score: -1850275.000000 Penalty: 4990.766113
	Iteration 54Q: 3 clusters Score -1850275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 22034 members 
Entering Unmasked Estep 
Score: -1850276.250000 Penalty: 4990.766113
	Iteration 55Q: 3 clusters Score -1850276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 22035 members 
Entering Unmasked Estep 
Score: -1850275.750000 Penalty: 4990.766113
	Iteration 56Q: 3 clusters Score -1850276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 22036 members 
Entering Unmasked Estep 
Score: -1850275.875000 Penalty: 4990.766113
	Iteration 57Q: 3 clusters Score -1850276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 22036 members 
Entering Unmasked Estep 
Score: -1850275.875000 Penalty: 4990.766113
	Iteration 58F: 3 clusters Score -1850276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Entering Unmasked Estep 
Score: -535376.437500 Penalty: 2205.776123
	Iteration 0F: 2 clusters Score -535376.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -529434.812500 Penalty: 4411.552246
	Iteration 0F: 3 clusters Score -529434.8 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -531076.062500 Penalty: 4411.552246
	Iteration 1F: 3 clusters Score -531076.1 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -531327.625000 Penalty: 4411.552246
	Iteration 2F: 3 clusters Score -531327.6 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -531536.187500 Penalty: 4411.552246
	Iteration 3F: 3 clusters Score -531536.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -531761.437500 Penalty: 4411.552246
	Iteration 4Q: 3 clusters Score -531761.4 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -532038.250000 Penalty: 4411.552246
	Iteration 5Q: 3 clusters Score -532038.2 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -532342.687500 Penalty: 4411.552246
	Iteration 6F: 3 clusters Score -532342.7 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -532687.312500 Penalty: 4411.552246
	Iteration 7F: 3 clusters Score -532687.3 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -533010.937500 Penalty: 4411.552246
	Iteration 8F: 3 clusters Score -533010.9 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -533319.562500 Penalty: 4411.552246
	Iteration 9Q: 3 clusters Score -533319.6 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -533657.437500 Penalty: 4411.552246
	Iteration 10Q: 3 clusters Score -533657.4 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -534064.687500 Penalty: 4411.552246
	Iteration 11F: 3 clusters Score -534064.7 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -534491.750000 Penalty: 4411.552246
	Iteration 12Q: 3 clusters Score -534491.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -534903.500000 Penalty: 4411.552246
	Iteration 13Q: 3 clusters Score -534903.5 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -535257.437500 Penalty: 4411.552246
	Iteration 14Q: 3 clusters Score -535257.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -535470.437500 Penalty: 4411.552246
	Iteration 15Q: 3 clusters Score -535470.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -535561.750000 Penalty: 4411.552246
	Iteration 16Q: 3 clusters Score -535561.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -535597.875000 Penalty: 4411.552246
	Iteration 17Q: 3 clusters Score -535597.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -535617.250000 Penalty: 4411.552246
	Iteration 18Q: 3 clusters Score -535617.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -535634.187500 Penalty: 4411.552246
	Iteration 19Q: 3 clusters Score -535634.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -535641.437500 Penalty: 4411.552246
	Iteration 20F: 3 clusters Score -535641.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -535648.000000 Penalty: 4411.552246
	Iteration 21Q: 3 clusters Score -535648 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -535653.437500 Penalty: 4411.552246
	Iteration 22Q: 3 clusters Score -535653.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -535656.375000 Penalty: 4411.552246
	Iteration 23Q: 3 clusters Score -535656.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -535662.500000 Penalty: 4411.552246
	Iteration 24Q: 3 clusters Score -535662.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -535665.937500 Penalty: 4411.552246
	Iteration 25Q: 3 clusters Score -535665.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -535671.000000 Penalty: 4411.552246
	Iteration 26Q: 3 clusters Score -535671 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -535671.375000 Penalty: 4411.552246
	Iteration 27Q: 3 clusters Score -535671.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -535672.000000 Penalty: 4411.552246
	Iteration 28Q: 3 clusters Score -535672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -535672.000000 Penalty: 4411.552246
	Iteration 29F: 3 clusters Score -535672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 113903 members 
Mstep: Class 2 contains 44730 members 
Mstep: Class 3 contains 1258 members 
Mstep: Class 4 contains 152383 members 
Mstep: Class 5 contains 8904 members 
Mstep: Class 6 contains 10932 members 
Mstep: Class 7 contains 27827 members 
Mstep: Class 8 contains 3159 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3306 members 
Mstep: Class 11 contains 8135 members 
Mstep: Class 12 contains 11733 members 
Mstep: Class 13 contains 69329 members 
Mstep: Class 14 contains 2461 members 
Mstep: Class 15 contains 23436 members 
Mstep: Class 16 contains 2125 members 
Mstep: Class 17 contains 16071 members 
Mstep: Class 18 contains 76549 members 
Mstep: Class 19 contains 8712 members 
Mstep: Class 20 contains 582670 members 
Mstep: Class 21 contains 23789 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2869 members 
Mstep: Class 24 contains 67496 members 
Mstep: Class 25 contains 17053 members 
Mstep: Class 26 contains 4589 members 
Mstep: Class 27 contains 61730 members 
Mstep: Class 28 contains 4989 members 
Mstep: Class 29 contains 6744 members 
Mstep: Class 30 contains 3161 members 
Mstep: Class 31 contains 74922 members 
Mstep: Class 32 contains 4334 members 
Mstep: Class 33 contains 7321 members 
Mstep: Class 34 contains 5165 members 
Entering Unmasked Estep 
Score: -111974216.000000 Penalty: 119701.210938
Splitting cluster 16 changes total score from -111971880.000000 to -111974216.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 17 (16071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Entering Unmasked Estep 
Score: -1324097.875000 Penalty: 2401.823242
	Iteration 0F: 2 clusters Score -1324098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -1312592.250000 Penalty: 4803.646484
	Iteration 0F: 3 clusters Score -1312592 nChanged 6960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1316514.625000 Penalty: 4803.646484
	Iteration 1F: 3 clusters Score -1316515 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -1317197.500000 Penalty: 4803.646484
	Iteration 2F: 3 clusters Score -1317198 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -1317834.250000 Penalty: 4803.646484
	Iteration 3F: 3 clusters Score -1317834 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1318435.125000 Penalty: 4803.646484
	Iteration 4F: 3 clusters Score -1318435 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1319015.250000 Penalty: 4803.646484
	Iteration 5F: 3 clusters Score -1319015 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -1319578.125000 Penalty: 4803.646484
	Iteration 6F: 3 clusters Score -1319578 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1320115.250000 Penalty: 4803.646484
	Iteration 7F: 3 clusters Score -1320115 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1320589.750000 Penalty: 4803.646484
	Iteration 8Q: 3 clusters Score -1320590 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1320981.000000 Penalty: 4803.646484
	Iteration 9Q: 3 clusters Score -1320981 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1321272.750000 Penalty: 4803.646484
	Iteration 10Q: 3 clusters Score -1321273 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1321474.375000 Penalty: 4803.646484
	Iteration 11Q: 3 clusters Score -1321474 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1321627.750000 Penalty: 4803.646484
	Iteration 12Q: 3 clusters Score -1321628 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1321755.000000 Penalty: 4803.646484
	Iteration 13Q: 3 clusters Score -1321755 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1321854.750000 Penalty: 4803.646484
	Iteration 14Q: 3 clusters Score -1321855 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1321925.125000 Penalty: 4803.646484
	Iteration 15Q: 3 clusters Score -1321925 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1321989.250000 Penalty: 4803.646484
	Iteration 16Q: 3 clusters Score -1321989 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1322050.375000 Penalty: 4803.646484
	Iteration 17Q: 3 clusters Score -1322050 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -1322093.125000 Penalty: 4803.646484
	Iteration 18Q: 3 clusters Score -1322093 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1322135.875000 Penalty: 4803.646484
	Iteration 19Q: 3 clusters Score -1322136 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1322176.625000 Penalty: 4803.646484
	Iteration 20F: 3 clusters Score -1322177 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1322215.375000 Penalty: 4803.646484
	Iteration 21Q: 3 clusters Score -1322215 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1322251.000000 Penalty: 4803.646484
	Iteration 22Q: 3 clusters Score -1322251 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1322272.000000 Penalty: 4803.646484
	Iteration 23Q: 3 clusters Score -1322272 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1322286.125000 Penalty: 4803.646484
	Iteration 24Q: 3 clusters Score -1322286 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1322302.125000 Penalty: 4803.646484
	Iteration 25Q: 3 clusters Score -1322302 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -1322315.500000 Penalty: 4803.646484
	Iteration 26Q: 3 clusters Score -1322316 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1322336.375000 Penalty: 4803.646484
	Iteration 27Q: 3 clusters Score -1322336 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1322351.750000 Penalty: 4803.646484
	Iteration 28Q: 3 clusters Score -1322352 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1322364.625000 Penalty: 4803.646484
	Iteration 29Q: 3 clusters Score -1322365 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1322373.500000 Penalty: 4803.646484
	Iteration 30Q: 3 clusters Score -1322374 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1322380.750000 Penalty: 4803.646484
	Iteration 31Q: 3 clusters Score -1322381 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1322391.000000 Penalty: 4803.646484
	Iteration 32Q: 3 clusters Score -1322391 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1322408.000000 Penalty: 4803.646484
	Iteration 33Q: 3 clusters Score -1322408 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1322415.875000 Penalty: 4803.646484
	Iteration 34Q: 3 clusters Score -1322416 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1322423.625000 Penalty: 4803.646484
	Iteration 35Q: 3 clusters Score -1322424 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1322437.875000 Penalty: 4803.646484
	Iteration 36Q: 3 clusters Score -1322438 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1322442.250000 Penalty: 4803.646484
	Iteration 37Q: 3 clusters Score -1322442 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1322449.250000 Penalty: 4803.646484
	Iteration 38Q: 3 clusters Score -1322449 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1322460.125000 Penalty: 4803.646484
	Iteration 39Q: 3 clusters Score -1322460 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1322465.500000 Penalty: 4803.646484
	Iteration 40F: 3 clusters Score -1322466 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1322475.375000 Penalty: 4803.646484
	Iteration 41Q: 3 clusters Score -1322475 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1322481.750000 Penalty: 4803.646484
	Iteration 42Q: 3 clusters Score -1322482 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1322487.000000 Penalty: 4803.646484
	Iteration 43Q: 3 clusters Score -1322487 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1322497.125000 Penalty: 4803.646484
	Iteration 44Q: 3 clusters Score -1322497 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1322500.750000 Penalty: 4803.646484
	Iteration 45Q: 3 clusters Score -1322501 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1322504.625000 Penalty: 4803.646484
	Iteration 46Q: 3 clusters Score -1322505 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1322506.750000 Penalty: 4803.646484
	Iteration 47Q: 3 clusters Score -1322507 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1322512.500000 Penalty: 4803.646484
	Iteration 48Q: 3 clusters Score -1322512 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1322518.750000 Penalty: 4803.646484
	Iteration 49Q: 3 clusters Score -1322519 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1322527.375000 Penalty: 4803.646484
	Iteration 50Q: 3 clusters Score -1322527 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1322539.250000 Penalty: 4803.646484
	Iteration 51Q: 3 clusters Score -1322539 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1322548.375000 Penalty: 4803.646484
	Iteration 52Q: 3 clusters Score -1322548 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1322559.125000 Penalty: 4803.646484
	Iteration 53Q: 3 clusters Score -1322559 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1322578.125000 Penalty: 4803.646484
	Iteration 54Q: 3 clusters Score -1322578 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1322588.500000 Penalty: 4803.646484
	Iteration 55Q: 3 clusters Score -1322588 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1322602.500000 Penalty: 4803.646484
	Iteration 56Q: 3 clusters Score -1322602 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1322611.875000 Penalty: 4803.646484
	Iteration 57Q: 3 clusters Score -1322612 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1322620.500000 Penalty: 4803.646484
	Iteration 58Q: 3 clusters Score -1322620 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1322631.750000 Penalty: 4803.646484
	Iteration 59Q: 3 clusters Score -1322632 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1322639.875000 Penalty: 4803.646484
	Iteration 60F: 3 clusters Score -1322640 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1322649.750000 Penalty: 4803.646484
	Iteration 61Q: 3 clusters Score -1322650 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1322666.750000 Penalty: 4803.646484
	Iteration 62Q: 3 clusters Score -1322667 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1322670.375000 Penalty: 4803.646484
	Iteration 63Q: 3 clusters Score -1322670 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1322681.375000 Penalty: 4803.646484
	Iteration 64Q: 3 clusters Score -1322681 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1322685.625000 Penalty: 4803.646484
	Iteration 65Q: 3 clusters Score -1322686 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1322688.250000 Penalty: 4803.646484
	Iteration 66Q: 3 clusters Score -1322688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1322689.375000 Penalty: 4803.646484
	Iteration 67Q: 3 clusters Score -1322689 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1322690.625000 Penalty: 4803.646484
	Iteration 68Q: 3 clusters Score -1322691 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1322689.500000 Penalty: 4803.646484
	Iteration 69Q: 3 clusters Score -1322690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1322693.250000 Penalty: 4803.646484
	Iteration 70Q: 3 clusters Score -1322693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1322694.250000 Penalty: 4803.646484
	Iteration 71Q: 3 clusters Score -1322694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1322693.750000 Penalty: 4803.646484
	Iteration 72Q: 3 clusters Score -1322694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1322693.750000 Penalty: 4803.646484
	Iteration 73F: 3 clusters Score -1322694 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (76549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76549 members 
Entering Unmasked Estep 
Score: -6177056.000000 Penalty: 2788.930176
	Iteration 0F: 2 clusters Score -6177056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38200 members 
Mstep: Class 2 contains 38349 members 
Entering Unmasked Estep 
Score: -6126018.500000 Penalty: 5577.860352
	Iteration 0F: 3 clusters Score -6126018 nChanged 35869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36671 members 
Mstep: Class 2 contains 39878 members 
Entering Unmasked Estep 
Score: -6147054.000000 Penalty: 5577.860352
	Iteration 1F: 3 clusters Score -6147054 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35621 members 
Mstep: Class 2 contains 40928 members 
Entering Unmasked Estep 
Score: -6148709.500000 Penalty: 5577.860352
	Iteration 2Q: 3 clusters Score -6148710 nChanged 4268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34069 members 
Mstep: Class 2 contains 42480 members 
Entering Unmasked Estep 
Score: -6151037.500000 Penalty: 5577.860352
	Iteration 3F: 3 clusters Score -6151038 nChanged 5133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31878 members 
Mstep: Class 2 contains 44671 members 
Entering Unmasked Estep 
Score: -6154502.000000 Penalty: 5577.860352
	Iteration 4F: 3 clusters Score -6154502 nChanged 5638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29190 members 
Mstep: Class 2 contains 47359 members 
Entering Unmasked Estep 
Score: -6158488.000000 Penalty: 5577.860352
	Iteration 5F: 3 clusters Score -6158488 nChanged 5562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26320 members 
Mstep: Class 2 contains 50229 members 
Entering Unmasked Estep 
Score: -6162392.000000 Penalty: 5577.860352
	Iteration 6F: 3 clusters Score -6162392 nChanged 4623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23721 members 
Mstep: Class 2 contains 52828 members 
Entering Unmasked Estep 
Score: -6165386.000000 Penalty: 5577.860352
	Iteration 7F: 3 clusters Score -6165386 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21558 members 
Mstep: Class 2 contains 54991 members 
Entering Unmasked Estep 
Score: -6167656.500000 Penalty: 5577.860352
	Iteration 8Q: 3 clusters Score -6167656 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19800 members 
Mstep: Class 2 contains 56749 members 
Entering Unmasked Estep 
Score: -6169317.500000 Penalty: 5577.860352
	Iteration 9Q: 3 clusters Score -6169318 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18354 members 
Mstep: Class 2 contains 58195 members 
Entering Unmasked Estep 
Score: -6170650.000000 Penalty: 5577.860352
	Iteration 10Q: 3 clusters Score -6170650 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17059 members 
Mstep: Class 2 contains 59490 members 
Entering Unmasked Estep 
Score: -6171572.500000 Penalty: 5577.860352
	Iteration 11Q: 3 clusters Score -6171572 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 60602 members 
Entering Unmasked Estep 
Score: -6172337.500000 Penalty: 5577.860352
	Iteration 12Q: 3 clusters Score -6172338 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 61628 members 
Entering Unmasked Estep 
Score: -6172988.000000 Penalty: 5577.860352
	Iteration 13Q: 3 clusters Score -6172988 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 62563 members 
Entering Unmasked Estep 
Score: -6173547.000000 Penalty: 5577.860352
	Iteration 14Q: 3 clusters Score -6173547 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 63374 members 
Entering Unmasked Estep 
Score: -6173917.000000 Penalty: 5577.860352
	Iteration 15Q: 3 clusters Score -6173917 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 64064 members 
Entering Unmasked Estep 
Score: -6174187.000000 Penalty: 5577.860352
	Iteration 16Q: 3 clusters Score -6174187 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 64629 members 
Entering Unmasked Estep 
Score: -6174372.500000 Penalty: 5577.860352
	Iteration 17Q: 3 clusters Score -6174372 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 65127 members 
Entering Unmasked Estep 
Score: -6174517.000000 Penalty: 5577.860352
	Iteration 18Q: 3 clusters Score -6174517 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 65574 members 
Entering Unmasked Estep 
Score: -6174655.500000 Penalty: 5577.860352
	Iteration 19Q: 3 clusters Score -6174656 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 65966 members 
Entering Unmasked Estep 
Score: -6174779.500000 Penalty: 5577.860352
	Iteration 20F: 3 clusters Score -6174780 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 66310 members 
Entering Unmasked Estep 
Score: -6174855.500000 Penalty: 5577.860352
	Iteration 21Q: 3 clusters Score -6174856 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 66640 members 
Entering Unmasked Estep 
Score: -6174926.500000 Penalty: 5577.860352
	Iteration 22Q: 3 clusters Score -6174926 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 66921 members 
Entering Unmasked Estep 
Score: -6174976.000000 Penalty: 5577.860352
	Iteration 23Q: 3 clusters Score -6174976 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 67183 members 
Entering Unmasked Estep 
Score: -6175031.000000 Penalty: 5577.860352
	Iteration 24Q: 3 clusters Score -6175031 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 67428 members 
Entering Unmasked Estep 
Score: -6175083.500000 Penalty: 5577.860352
	Iteration 25Q: 3 clusters Score -6175084 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 67661 members 
Entering Unmasked Estep 
Score: -6175139.000000 Penalty: 5577.860352
	Iteration 26Q: 3 clusters Score -6175139 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 67879 members 
Entering Unmasked Estep 
Score: -6175158.000000 Penalty: 5577.860352
	Iteration 27Q: 3 clusters Score -6175158 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 68068 members 
Entering Unmasked Estep 
Score: -6175197.500000 Penalty: 5577.860352
	Iteration 28Q: 3 clusters Score -6175198 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 68222 members 
Entering Unmasked Estep 
Score: -6175198.500000 Penalty: 5577.860352
	Iteration 29Q: 3 clusters Score -6175198 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 68350 members 
Entering Unmasked Estep 
Score: -6175227.000000 Penalty: 5577.860352
	Iteration 30Q: 3 clusters Score -6175227 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 68468 members 
Entering Unmasked Estep 
Score: -6175243.000000 Penalty: 5577.860352
	Iteration 31Q: 3 clusters Score -6175243 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 68588 members 
Entering Unmasked Estep 
Score: -6175234.000000 Penalty: 5577.860352
	Iteration 32Q: 3 clusters Score -6175234 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 68696 members 
Entering Unmasked Estep 
Score: -6175246.000000 Penalty: 5577.860352
	Iteration 33Q: 3 clusters Score -6175246 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 68804 members 
Entering Unmasked Estep 
Score: -6175265.000000 Penalty: 5577.860352
	Iteration 34Q: 3 clusters Score -6175265 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 68896 members 
Entering Unmasked Estep 
Score: -6175273.500000 Penalty: 5577.860352
	Iteration 35Q: 3 clusters Score -6175274 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 68985 members 
Entering Unmasked Estep 
Score: -6175285.000000 Penalty: 5577.860352
	Iteration 36Q: 3 clusters Score -6175285 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 69066 members 
Entering Unmasked Estep 
Score: -6175305.500000 Penalty: 5577.860352
	Iteration 37Q: 3 clusters Score -6175306 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 69152 members 
Entering Unmasked Estep 
Score: -6175305.000000 Penalty: 5577.860352
	Iteration 38Q: 3 clusters Score -6175305 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 69232 members 
Entering Unmasked Estep 
Score: -6175308.500000 Penalty: 5577.860352
	Iteration 39Q: 3 clusters Score -6175308 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 69311 members 
Entering Unmasked Estep 
Score: -6175319.500000 Penalty: 5577.860352
	Iteration 40F: 3 clusters Score -6175320 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 69384 members 
Entering Unmasked Estep 
Score: -6175343.500000 Penalty: 5577.860352
	Iteration 41Q: 3 clusters Score -6175344 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 69446 members 
Entering Unmasked Estep 
Score: -6175343.500000 Penalty: 5577.860352
	Iteration 42Q: 3 clusters Score -6175344 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 69505 members 
Entering Unmasked Estep 
Score: -6175361.500000 Penalty: 5577.860352
	Iteration 43Q: 3 clusters Score -6175362 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 69549 members 
Entering Unmasked Estep 
Score: -6175366.000000 Penalty: 5577.860352
	Iteration 44Q: 3 clusters Score -6175366 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 69587 members 
Entering Unmasked Estep 
Score: -6175369.500000 Penalty: 5577.860352
	Iteration 45Q: 3 clusters Score -6175370 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 69626 members 
Entering Unmasked Estep 
Score: -6175370.500000 Penalty: 5577.860352
	Iteration 46Q: 3 clusters Score -6175370 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 69668 members 
Entering Unmasked Estep 
Score: -6175360.500000 Penalty: 5577.860352
	Iteration 47Q: 3 clusters Score -6175360 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 69701 members 
Entering Unmasked Estep 
Score: -6175360.000000 Penalty: 5577.860352
	Iteration 48Q: 3 clusters Score -6175360 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 69729 members 
Entering Unmasked Estep 
Score: -6175363.500000 Penalty: 5577.860352
	Iteration 49Q: 3 clusters Score -6175364 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 69750 members 
Entering Unmasked Estep 
Score: -6175362.000000 Penalty: 5577.860352
	Iteration 50Q: 3 clusters Score -6175362 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 69768 members 
Entering Unmasked Estep 
Score: -6175367.500000 Penalty: 5577.860352
	Iteration 51Q: 3 clusters Score -6175368 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 69792 members 
Entering Unmasked Estep 
Score: -6175360.000000 Penalty: 5577.860352
	Iteration 52Q: 3 clusters Score -6175360 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 69816 members 
Entering Unmasked Estep 
Score: -6175374.500000 Penalty: 5577.860352
	Iteration 53Q: 3 clusters Score -6175374 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 69833 members 
Entering Unmasked Estep 
Score: -6175373.000000 Penalty: 5577.860352
	Iteration 54Q: 3 clusters Score -6175373 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 69849 members 
Entering Unmasked Estep 
Score: -6175370.000000 Penalty: 5577.860352
	Iteration 55Q: 3 clusters Score -6175370 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 69860 members 
Entering Unmasked Estep 
Score: -6175366.000000 Penalty: 5577.860352
	Iteration 56Q: 3 clusters Score -6175366 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 69873 members 
Entering Unmasked Estep 
Score: -6175363.500000 Penalty: 5577.860352
	Iteration 57Q: 3 clusters Score -6175364 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 69888 members 
Entering Unmasked Estep 
Score: -6175375.500000 Penalty: 5577.860352
	Iteration 58Q: 3 clusters Score -6175376 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 69904 members 
Entering Unmasked Estep 
Score: -6175361.500000 Penalty: 5577.860352
	Iteration 59Q: 3 clusters Score -6175362 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 69924 members 
Entering Unmasked Estep 
Score: -6175361.000000 Penalty: 5577.860352
	Iteration 60F: 3 clusters Score -6175361 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 69943 members 
Entering Unmasked Estep 
Score: -6175359.500000 Penalty: 5577.860352
	Iteration 61Q: 3 clusters Score -6175360 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 69956 members 
Entering Unmasked Estep 
Score: -6175361.000000 Penalty: 5577.860352
	Iteration 62Q: 3 clusters Score -6175361 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 69971 members 
Entering Unmasked Estep 
Score: -6175357.000000 Penalty: 5577.860352
	Iteration 63Q: 3 clusters Score -6175357 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 69985 members 
Entering Unmasked Estep 
Score: -6175365.000000 Penalty: 5577.860352
	Iteration 64Q: 3 clusters Score -6175365 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 69998 members 
Entering Unmasked Estep 
Score: -6175365.500000 Penalty: 5577.860352
	Iteration 65Q: 3 clusters Score -6175366 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 70011 members 
Entering Unmasked Estep 
Score: -6175364.500000 Penalty: 5577.860352
	Iteration 66Q: 3 clusters Score -6175364 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 70024 members 
Entering Unmasked Estep 
Score: -6175366.500000 Penalty: 5577.860352
	Iteration 67Q: 3 clusters Score -6175366 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 70042 members 
Entering Unmasked Estep 
Score: -6175381.500000 Penalty: 5577.860352
	Iteration 68Q: 3 clusters Score -6175382 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 70059 members 
Entering Unmasked Estep 
Score: -6175388.500000 Penalty: 5577.860352
	Iteration 69Q: 3 clusters Score -6175388 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 70073 members 
Entering Unmasked Estep 
Score: -6175382.000000 Penalty: 5577.860352
	Iteration 70Q: 3 clusters Score -6175382 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 70083 members 
Entering Unmasked Estep 
Score: -6175396.000000 Penalty: 5577.860352
	Iteration 71Q: 3 clusters Score -6175396 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 70092 members 
Entering Unmasked Estep 
Score: -6175380.000000 Penalty: 5577.860352
	Iteration 72Q: 3 clusters Score -6175380 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 70109 members 
Entering Unmasked Estep 
Score: -6175395.000000 Penalty: 5577.860352
	Iteration 73Q: 3 clusters Score -6175395 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 70128 members 
Entering Unmasked Estep 
Score: -6175390.500000 Penalty: 5577.860352
	Iteration 74Q: 3 clusters Score -6175390 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 70145 members 
Entering Unmasked Estep 
Score: -6175398.500000 Penalty: 5577.860352
	Iteration 75Q: 3 clusters Score -6175398 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 70160 members 
Entering Unmasked Estep 
Score: -6175400.500000 Penalty: 5577.860352
	Iteration 76Q: 3 clusters Score -6175400 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 70171 members 
Entering Unmasked Estep 
Score: -6175400.000000 Penalty: 5577.860352
	Iteration 77Q: 3 clusters Score -6175400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 70179 members 
Entering Unmasked Estep 
Score: -6175399.500000 Penalty: 5577.860352
	Iteration 78Q: 3 clusters Score -6175400 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 70188 members 
Entering Unmasked Estep 
Score: -6175401.000000 Penalty: 5577.860352
	Iteration 79Q: 3 clusters Score -6175401 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 70199 members 
Entering Unmasked Estep 
Score: -6175393.000000 Penalty: 5577.860352
	Iteration 80F: 3 clusters Score -6175393 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 70212 members 
Entering Unmasked Estep 
Score: -6175397.500000 Penalty: 5577.860352
	Iteration 81Q: 3 clusters Score -6175398 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 70222 members 
Entering Unmasked Estep 
Score: -6175390.500000 Penalty: 5577.860352
	Iteration 82Q: 3 clusters Score -6175390 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 70232 members 
Entering Unmasked Estep 
Score: -6175395.500000 Penalty: 5577.860352
	Iteration 83Q: 3 clusters Score -6175396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 70236 members 
Entering Unmasked Estep 
Score: -6175392.500000 Penalty: 5577.860352
	Iteration 84Q: 3 clusters Score -6175392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 70239 members 
Entering Unmasked Estep 
Score: -6175394.000000 Penalty: 5577.860352
	Iteration 85Q: 3 clusters Score -6175394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 70240 members 
Entering Unmasked Estep 
Score: -6175396.500000 Penalty: 5577.860352
	Iteration 86Q: 3 clusters Score -6175396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 70241 members 
Entering Unmasked Estep 
Score: -6175398.500000 Penalty: 5577.860352
	Iteration 87Q: 3 clusters Score -6175398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 70241 members 
Entering Unmasked Estep 
Score: -6175398.500000 Penalty: 5577.860352
	Iteration 88F: 3 clusters Score -6175398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Entering Unmasked Estep 
Score: -659436.250000 Penalty: 2249.969238
	Iteration 0F: 2 clusters Score -659436.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -652531.562500 Penalty: 4499.938477
	Iteration 0F: 3 clusters Score -652531.6 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -654756.625000 Penalty: 4499.938477
	Iteration 1F: 3 clusters Score -654756.6 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -655372.500000 Penalty: 4499.938477
	Iteration 2F: 3 clusters Score -655372.5 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -655823.937500 Penalty: 4499.938477
	Iteration 3F: 3 clusters Score -655823.9 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -656182.437500 Penalty: 4499.938477
	Iteration 4F: 3 clusters Score -656182.4 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -656474.812500 Penalty: 4499.938477
	Iteration 5F: 3 clusters Score -656474.8 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -656670.250000 Penalty: 4499.938477
	Iteration 6Q: 3 clusters Score -656670.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -656805.625000 Penalty: 4499.938477
	Iteration 7Q: 3 clusters Score -656805.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -656902.187500 Penalty: 4499.938477
	Iteration 8Q: 3 clusters Score -656902.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -656983.062500 Penalty: 4499.938477
	Iteration 9Q: 3 clusters Score -656983.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -657057.062500 Penalty: 4499.938477
	Iteration 10Q: 3 clusters Score -657057.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -657126.750000 Penalty: 4499.938477
	Iteration 11Q: 3 clusters Score -657126.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -657189.437500 Penalty: 4499.938477
	Iteration 12Q: 3 clusters Score -657189.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -657241.375000 Penalty: 4499.938477
	Iteration 13Q: 3 clusters Score -657241.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -657285.875000 Penalty: 4499.938477
	Iteration 14Q: 3 clusters Score -657285.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -657326.125000 Penalty: 4499.938477
	Iteration 15Q: 3 clusters Score -657326.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -657373.250000 Penalty: 4499.938477
	Iteration 16Q: 3 clusters Score -657373.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -657410.750000 Penalty: 4499.938477
	Iteration 17Q: 3 clusters Score -657410.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -657449.375000 Penalty: 4499.938477
	Iteration 18Q: 3 clusters Score -657449.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -657481.687500 Penalty: 4499.938477
	Iteration 19Q: 3 clusters Score -657481.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -657513.875000 Penalty: 4499.938477
	Iteration 20F: 3 clusters Score -657513.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -657547.062500 Penalty: 4499.938477
	Iteration 21Q: 3 clusters Score -657547.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -657579.312500 Penalty: 4499.938477
	Iteration 22Q: 3 clusters Score -657579.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -657608.312500 Penalty: 4499.938477
	Iteration 23Q: 3 clusters Score -657608.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -657632.187500 Penalty: 4499.938477
	Iteration 24Q: 3 clusters Score -657632.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -657660.750000 Penalty: 4499.938477
	Iteration 25Q: 3 clusters Score -657660.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -657676.250000 Penalty: 4499.938477
	Iteration 26Q: 3 clusters Score -657676.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -657689.062500 Penalty: 4499.938477
	Iteration 27Q: 3 clusters Score -657689.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -657696.750000 Penalty: 4499.938477
	Iteration 28Q: 3 clusters Score -657696.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -657705.250000 Penalty: 4499.938477
	Iteration 29Q: 3 clusters Score -657705.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -657710.250000 Penalty: 4499.938477
	Iteration 30Q: 3 clusters Score -657710.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -657710.937500 Penalty: 4499.938477
	Iteration 31Q: 3 clusters Score -657710.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -657713.375000 Penalty: 4499.938477
	Iteration 32Q: 3 clusters Score -657713.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -657716.562500 Penalty: 4499.938477
	Iteration 33Q: 3 clusters Score -657716.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -657718.000000 Penalty: 4499.938477
	Iteration 34Q: 3 clusters Score -657718 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -657723.500000 Penalty: 4499.938477
	Iteration 35Q: 3 clusters Score -657723.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -657729.812500 Penalty: 4499.938477
	Iteration 36Q: 3 clusters Score -657729.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -657734.000000 Penalty: 4499.938477
	Iteration 37Q: 3 clusters Score -657734 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -657738.500000 Penalty: 4499.938477
	Iteration 38Q: 3 clusters Score -657738.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -657740.375000 Penalty: 4499.938477
	Iteration 39Q: 3 clusters Score -657740.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -657739.000000 Penalty: 4499.938477
	Iteration 40F: 3 clusters Score -657739 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -657740.500000 Penalty: 4499.938477
	Iteration 41Q: 3 clusters Score -657740.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -657744.562500 Penalty: 4499.938477
	Iteration 42Q: 3 clusters Score -657744.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -657746.750000 Penalty: 4499.938477
	Iteration 43Q: 3 clusters Score -657746.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -657749.312500 Penalty: 4499.938477
	Iteration 44Q: 3 clusters Score -657749.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -657750.750000 Penalty: 4499.938477
	Iteration 45Q: 3 clusters Score -657750.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -657754.937500 Penalty: 4499.938477
	Iteration 46Q: 3 clusters Score -657754.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -657755.875000 Penalty: 4499.938477
	Iteration 47Q: 3 clusters Score -657755.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -657758.625000 Penalty: 4499.938477
	Iteration 48Q: 3 clusters Score -657758.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -657762.250000 Penalty: 4499.938477
	Iteration 49Q: 3 clusters Score -657762.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -657763.875000 Penalty: 4499.938477
	Iteration 50Q: 3 clusters Score -657763.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -657765.250000 Penalty: 4499.938477
	Iteration 51Q: 3 clusters Score -657765.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -657770.375000 Penalty: 4499.938477
	Iteration 52Q: 3 clusters Score -657770.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -657775.625000 Penalty: 4499.938477
	Iteration 53Q: 3 clusters Score -657775.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -657782.375000 Penalty: 4499.938477
	Iteration 54Q: 3 clusters Score -657782.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -657788.437500 Penalty: 4499.938477
	Iteration 55Q: 3 clusters Score -657788.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -657793.812500 Penalty: 4499.938477
	Iteration 56Q: 3 clusters Score -657793.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -657797.125000 Penalty: 4499.938477
	Iteration 57Q: 3 clusters Score -657797.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -657797.500000 Penalty: 4499.938477
	Iteration 58Q: 3 clusters Score -657797.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -657801.125000 Penalty: 4499.938477
	Iteration 59Q: 3 clusters Score -657801.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -657803.562500 Penalty: 4499.938477
	Iteration 60F: 3 clusters Score -657803.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -657806.812500 Penalty: 4499.938477
	Iteration 61Q: 3 clusters Score -657806.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -657808.000000 Penalty: 4499.938477
	Iteration 62Q: 3 clusters Score -657808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -657810.062500 Penalty: 4499.938477
	Iteration 63Q: 3 clusters Score -657810.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -657811.187500 Penalty: 4499.938477
	Iteration 64Q: 3 clusters Score -657811.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -657812.312500 Penalty: 4499.938477
	Iteration 65Q: 3 clusters Score -657812.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -657811.500000 Penalty: 4499.938477
	Iteration 66Q: 3 clusters Score -657811.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -657812.062500 Penalty: 4499.938477
	Iteration 67Q: 3 clusters Score -657812.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -657812.062500 Penalty: 4499.938477
	Iteration 68F: 3 clusters Score -657812.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (582670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582670 members 
Entering Unmasked Estep 
Score: -45790236.000000 Penalty: 3292.293213
	Iteration 0F: 2 clusters Score -4.579024e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291323 members 
Mstep: Class 2 contains 291347 members 
Entering Unmasked Estep 
Score: -45395908.000000 Penalty: 6584.586426
	Iteration 0F: 3 clusters Score -4.539591e+07 nChanged 285005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287796 members 
Mstep: Class 2 contains 294874 members 
Entering Unmasked Estep 
Score: -45569252.000000 Penalty: 6584.586426
	Iteration 1F: 3 clusters Score -4.556925e+07 nChanged 16617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285149 members 
Mstep: Class 2 contains 297521 members 
Entering Unmasked Estep 
Score: -45573444.000000 Penalty: 6584.586426
	Iteration 2Q: 3 clusters Score -4.557344e+07 nChanged 20823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280820 members 
Mstep: Class 2 contains 301850 members 
Entering Unmasked Estep 
Score: -45580504.000000 Penalty: 6584.586426
	Iteration 3Q: 3 clusters Score -4.55805e+07 nChanged 27162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273842 members 
Mstep: Class 2 contains 308828 members 
Entering Unmasked Estep 
Score: -45593528.000000 Penalty: 6584.586426
	Iteration 4Q: 3 clusters Score -4.559353e+07 nChanged 34581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263733 members 
Mstep: Class 2 contains 318937 members 
Entering Unmasked Estep 
Score: -45614500.000000 Penalty: 6584.586426
	Iteration 5F: 3 clusters Score -4.56145e+07 nChanged 40897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250496 members 
Mstep: Class 2 contains 332174 members 
Entering Unmasked Estep 
Score: -45642964.000000 Penalty: 6584.586426
	Iteration 6F: 3 clusters Score -4.564296e+07 nChanged 42154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236070 members 
Mstep: Class 2 contains 346600 members 
Entering Unmasked Estep 
Score: -45674444.000000 Penalty: 6584.586426
	Iteration 7F: 3 clusters Score -4.567444e+07 nChanged 37468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223002 members 
Mstep: Class 2 contains 359668 members 
Entering Unmasked Estep 
Score: -45701488.000000 Penalty: 6584.586426
	Iteration 8F: 3 clusters Score -4.570149e+07 nChanged 29198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212534 members 
Mstep: Class 2 contains 370136 members 
Entering Unmasked Estep 
Score: -45719300.000000 Penalty: 6584.586426
	Iteration 9F: 3 clusters Score -4.57193e+07 nChanged 21026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203794 members 
Mstep: Class 2 contains 378876 members 
Entering Unmasked Estep 
Score: -45729388.000000 Penalty: 6584.586426
	Iteration 10Q: 3 clusters Score -4.572939e+07 nChanged 14615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195917 members 
Mstep: Class 2 contains 386753 members 
Entering Unmasked Estep 
Score: -45734836.000000 Penalty: 6584.586426
	Iteration 11Q: 3 clusters Score -4.573484e+07 nChanged 10419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188648 members 
Mstep: Class 2 contains 394022 members 
Entering Unmasked Estep 
Score: -45737884.000000 Penalty: 6584.586426
	Iteration 12Q: 3 clusters Score -4.573788e+07 nChanged 8279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181733 members 
Mstep: Class 2 contains 400937 members 
Entering Unmasked Estep 
Score: -45740176.000000 Penalty: 6584.586426
	Iteration 13Q: 3 clusters Score -4.574018e+07 nChanged 7268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175087 members 
Mstep: Class 2 contains 407583 members 
Entering Unmasked Estep 
Score: -45742096.000000 Penalty: 6584.586426
	Iteration 14Q: 3 clusters Score -4.57421e+07 nChanged 6851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168546 members 
Mstep: Class 2 contains 414124 members 
Entering Unmasked Estep 
Score: -45743684.000000 Penalty: 6584.586426
	Iteration 15Q: 3 clusters Score -4.574368e+07 nChanged 6570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162140 members 
Mstep: Class 2 contains 420530 members 
Entering Unmasked Estep 
Score: -45745096.000000 Penalty: 6584.586426
	Iteration 16Q: 3 clusters Score -4.57451e+07 nChanged 6513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155701 members 
Mstep: Class 2 contains 426969 members 
Entering Unmasked Estep 
Score: -45746524.000000 Penalty: 6584.586426
	Iteration 17Q: 3 clusters Score -4.574652e+07 nChanged 6398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149363 members 
Mstep: Class 2 contains 433307 members 
Entering Unmasked Estep 
Score: -45747836.000000 Penalty: 6584.586426
	Iteration 18Q: 3 clusters Score -4.574784e+07 nChanged 6313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143078 members 
Mstep: Class 2 contains 439592 members 
Entering Unmasked Estep 
Score: -45749556.000000 Penalty: 6584.586426
	Iteration 19Q: 3 clusters Score -4.574956e+07 nChanged 6444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136656 members 
Mstep: Class 2 contains 446014 members 
Entering Unmasked Estep 
Score: -45751536.000000 Penalty: 6584.586426
	Iteration 20F: 3 clusters Score -4.575154e+07 nChanged 6316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130348 members 
Mstep: Class 2 contains 452322 members 
Entering Unmasked Estep 
Score: -45753040.000000 Penalty: 6584.586426
	Iteration 21Q: 3 clusters Score -4.575304e+07 nChanged 6401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123955 members 
Mstep: Class 2 contains 458715 members 
Entering Unmasked Estep 
Score: -45754476.000000 Penalty: 6584.586426
	Iteration 22Q: 3 clusters Score -4.575448e+07 nChanged 6192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117767 members 
Mstep: Class 2 contains 464903 members 
Entering Unmasked Estep 
Score: -45755944.000000 Penalty: 6584.586426
	Iteration 23Q: 3 clusters Score -4.575594e+07 nChanged 6178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111613 members 
Mstep: Class 2 contains 471057 members 
Entering Unmasked Estep 
Score: -45757580.000000 Penalty: 6584.586426
	Iteration 24Q: 3 clusters Score -4.575758e+07 nChanged 6080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105539 members 
Mstep: Class 2 contains 477131 members 
Entering Unmasked Estep 
Score: -45759104.000000 Penalty: 6584.586426
	Iteration 25Q: 3 clusters Score -4.57591e+07 nChanged 6031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99516 members 
Mstep: Class 2 contains 483154 members 
Entering Unmasked Estep 
Score: -45760940.000000 Penalty: 6584.586426
	Iteration 26Q: 3 clusters Score -4.576094e+07 nChanged 5962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93556 members 
Mstep: Class 2 contains 489114 members 
Entering Unmasked Estep 
Score: -45762564.000000 Penalty: 6584.586426
	Iteration 27Q: 3 clusters Score -4.576256e+07 nChanged 5948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87614 members 
Mstep: Class 2 contains 495056 members 
Entering Unmasked Estep 
Score: -45764228.000000 Penalty: 6584.586426
	Iteration 28Q: 3 clusters Score -4.576423e+07 nChanged 5875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81741 members 
Mstep: Class 2 contains 500929 members 
Entering Unmasked Estep 
Score: -45765956.000000 Penalty: 6584.586426
	Iteration 29Q: 3 clusters Score -4.576596e+07 nChanged 5769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75980 members 
Mstep: Class 2 contains 506690 members 
Entering Unmasked Estep 
Score: -45767592.000000 Penalty: 6584.586426
	Iteration 30Q: 3 clusters Score -4.576759e+07 nChanged 5623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70365 members 
Mstep: Class 2 contains 512305 members 
Entering Unmasked Estep 
Score: -45769300.000000 Penalty: 6584.586426
	Iteration 31Q: 3 clusters Score -4.57693e+07 nChanged 5393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64978 members 
Mstep: Class 2 contains 517692 members 
Entering Unmasked Estep 
Score: -45771376.000000 Penalty: 6584.586426
	Iteration 32Q: 3 clusters Score -4.577138e+07 nChanged 5228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59758 members 
Mstep: Class 2 contains 522912 members 
Entering Unmasked Estep 
Score: -45773040.000000 Penalty: 6584.586426
	Iteration 33Q: 3 clusters Score -4.577304e+07 nChanged 5186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54582 members 
Mstep: Class 2 contains 528088 members 
Entering Unmasked Estep 
Score: -45774800.000000 Penalty: 6584.586426
	Iteration 34Q: 3 clusters Score -4.57748e+07 nChanged 4973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49615 members 
Mstep: Class 2 contains 533055 members 
Entering Unmasked Estep 
Score: -45776356.000000 Penalty: 6584.586426
	Iteration 35Q: 3 clusters Score -4.577636e+07 nChanged 4739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44888 members 
Mstep: Class 2 contains 537782 members 
Entering Unmasked Estep 
Score: -45778004.000000 Penalty: 6584.586426
	Iteration 36Q: 3 clusters Score -4.5778e+07 nChanged 4523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40369 members 
Mstep: Class 2 contains 542301 members 
Entering Unmasked Estep 
Score: -45779512.000000 Penalty: 6584.586426
	Iteration 37Q: 3 clusters Score -4.577951e+07 nChanged 4110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36273 members 
Mstep: Class 2 contains 546397 members 
Entering Unmasked Estep 
Score: -45781280.000000 Penalty: 6584.586426
	Iteration 38Q: 3 clusters Score -4.578128e+07 nChanged 3784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32495 members 
Mstep: Class 2 contains 550175 members 
Entering Unmasked Estep 
Score: -45782824.000000 Penalty: 6584.586426
	Iteration 39Q: 3 clusters Score -4.578282e+07 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29047 members 
Mstep: Class 2 contains 553623 members 
Entering Unmasked Estep 
Score: -45784016.000000 Penalty: 6584.586426
	Iteration 40F: 3 clusters Score -4.578402e+07 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25858 members 
Mstep: Class 2 contains 556812 members 
Entering Unmasked Estep 
Score: -45785088.000000 Penalty: 6584.586426
	Iteration 41Q: 3 clusters Score -4.578509e+07 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23035 members 
Mstep: Class 2 contains 559635 members 
Entering Unmasked Estep 
Score: -45785964.000000 Penalty: 6584.586426
	Iteration 42Q: 3 clusters Score -4.578596e+07 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20676 members 
Mstep: Class 2 contains 561994 members 
Entering Unmasked Estep 
Score: -45786892.000000 Penalty: 6584.586426
	Iteration 43Q: 3 clusters Score -4.578689e+07 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18764 members 
Mstep: Class 2 contains 563906 members 
Entering Unmasked Estep 
Score: -45788156.000000 Penalty: 6584.586426
	Iteration 44Q: 3 clusters Score -4.578816e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17241 members 
Mstep: Class 2 contains 565429 members 
Entering Unmasked Estep 
Score: -45789228.000000 Penalty: 6584.586426
	Iteration 45Q: 3 clusters Score -4.578923e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16050 members 
Mstep: Class 2 contains 566620 members 
Entering Unmasked Estep 
Score: -45790216.000000 Penalty: 6584.586426
	Iteration 46Q: 3 clusters Score -4.579022e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15161 members 
Mstep: Class 2 contains 567509 members 
Entering Unmasked Estep 
Score: -45790980.000000 Penalty: 6584.586426
	Iteration 47Q: 3 clusters Score -4.579098e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 568180 members 
Entering Unmasked Estep 
Score: -45791448.000000 Penalty: 6584.586426
	Iteration 48Q: 3 clusters Score -4.579145e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 568669 members 
Entering Unmasked Estep 
Score: -45791664.000000 Penalty: 6584.586426
	Iteration 49Q: 3 clusters Score -4.579166e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 569061 members 
Entering Unmasked Estep 
Score: -45791748.000000 Penalty: 6584.586426
	Iteration 50Q: 3 clusters Score -4.579175e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 569331 members 
Entering Unmasked Estep 
Score: -45791956.000000 Penalty: 6584.586426
	Iteration 51Q: 3 clusters Score -4.579196e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 569518 members 
Entering Unmasked Estep 
Score: -45792032.000000 Penalty: 6584.586426
	Iteration 52Q: 3 clusters Score -4.579203e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 569686 members 
Entering Unmasked Estep 
Score: -45791964.000000 Penalty: 6584.586426
	Iteration 53Q: 3 clusters Score -4.579196e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 569848 members 
Entering Unmasked Estep 
Score: -45792036.000000 Penalty: 6584.586426
	Iteration 54Q: 3 clusters Score -4.579204e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 570002 members 
Entering Unmasked Estep 
Score: -45792068.000000 Penalty: 6584.586426
	Iteration 55Q: 3 clusters Score -4.579207e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 570131 members 
Entering Unmasked Estep 
Score: -45792020.000000 Penalty: 6584.586426
	Iteration 56Q: 3 clusters Score -4.579202e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 570253 members 
Entering Unmasked Estep 
Score: -45792124.000000 Penalty: 6584.586426
	Iteration 57Q: 3 clusters Score -4.579212e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 570344 members 
Entering Unmasked Estep 
Score: -45792124.000000 Penalty: 6584.586426
	Iteration 58Q: 3 clusters Score -4.579212e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 570421 members 
Entering Unmasked Estep 
Score: -45792144.000000 Penalty: 6584.586426
	Iteration 59Q: 3 clusters Score -4.579214e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 570486 members 
Entering Unmasked Estep 
Score: -45792156.000000 Penalty: 6584.586426
	Iteration 60F: 3 clusters Score -4.579216e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 570525 members 
Entering Unmasked Estep 
Score: -45792228.000000 Penalty: 6584.586426
	Iteration 61Q: 3 clusters Score -4.579223e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 570578 members 
Entering Unmasked Estep 
Score: -45792244.000000 Penalty: 6584.586426
	Iteration 62Q: 3 clusters Score -4.579224e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 570622 members 
Entering Unmasked Estep 
Score: -45792172.000000 Penalty: 6584.586426
	Iteration 63Q: 3 clusters Score -4.579217e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 570653 members 
Entering Unmasked Estep 
Score: -45792196.000000 Penalty: 6584.586426
	Iteration 64Q: 3 clusters Score -4.57922e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 570680 members 
Entering Unmasked Estep 
Score: -45792168.000000 Penalty: 6584.586426
	Iteration 65Q: 3 clusters Score -4.579217e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 570714 members 
Entering Unmasked Estep 
Score: -45792168.000000 Penalty: 6584.586426
	Iteration 66Q: 3 clusters Score -4.579217e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 570737 members 
Entering Unmasked Estep 
Score: -45792184.000000 Penalty: 6584.586426
	Iteration 67Q: 3 clusters Score -4.579218e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 570753 members 
Entering Unmasked Estep 
Score: -45792192.000000 Penalty: 6584.586426
	Iteration 68Q: 3 clusters Score -4.579219e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 570760 members 
Entering Unmasked Estep 
Score: -45792196.000000 Penalty: 6584.586426
	Iteration 69Q: 3 clusters Score -4.57922e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 570770 members 
Entering Unmasked Estep 
Score: -45792216.000000 Penalty: 6584.586426
	Iteration 70Q: 3 clusters Score -4.579222e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 570781 members 
Entering Unmasked Estep 
Score: -45792216.000000 Penalty: 6584.586426
	Iteration 71Q: 3 clusters Score -4.579222e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 570790 members 
Entering Unmasked Estep 
Score: -45792172.000000 Penalty: 6584.586426
	Iteration 72Q: 3 clusters Score -4.579217e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 570806 members 
Entering Unmasked Estep 
Score: -45792212.000000 Penalty: 6584.586426
	Iteration 73Q: 3 clusters Score -4.579221e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 570815 members 
Entering Unmasked Estep 
Score: -45792196.000000 Penalty: 6584.586426
	Iteration 74Q: 3 clusters Score -4.57922e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 570822 members 
Entering Unmasked Estep 
Score: -45792192.000000 Penalty: 6584.586426
	Iteration 75Q: 3 clusters Score -4.579219e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 570826 members 
Entering Unmasked Estep 
Score: -45792196.000000 Penalty: 6584.586426
	Iteration 76Q: 3 clusters Score -4.57922e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 570830 members 
Entering Unmasked Estep 
Score: -45792204.000000 Penalty: 6584.586426
	Iteration 77Q: 3 clusters Score -4.57922e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 570831 members 
Entering Unmasked Estep 
Score: -45792200.000000 Penalty: 6584.586426
	Iteration 78Q: 3 clusters Score -4.57922e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 570832 members 
Entering Unmasked Estep 
Score: -45792180.000000 Penalty: 6584.586426
	Iteration 79Q: 3 clusters Score -4.579218e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 570831 members 
Entering Unmasked Estep 
Score: -45792188.000000 Penalty: 6584.586426
	Iteration 80F: 3 clusters Score -4.579219e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 113903 members 
Mstep: Class 2 contains 44730 members 
Mstep: Class 3 contains 1258 members 
Mstep: Class 4 contains 152383 members 
Mstep: Class 5 contains 8904 members 
Mstep: Class 6 contains 10932 members 
Mstep: Class 7 contains 27827 members 
Mstep: Class 8 contains 3159 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3306 members 
Mstep: Class 11 contains 8135 members 
Mstep: Class 12 contains 11733 members 
Mstep: Class 13 contains 69329 members 
Mstep: Class 14 contains 2461 members 
Mstep: Class 15 contains 23436 members 
Mstep: Class 16 contains 2125 members 
Mstep: Class 17 contains 16071 members 
Mstep: Class 18 contains 76549 members 
Mstep: Class 19 contains 8712 members 
Mstep: Class 20 contains 11839 members 
Mstep: Class 21 contains 23789 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2869 members 
Mstep: Class 24 contains 67496 members 
Mstep: Class 25 contains 17053 members 
Mstep: Class 26 contains 4589 members 
Mstep: Class 27 contains 61730 members 
Mstep: Class 28 contains 4989 members 
Mstep: Class 29 contains 6744 members 
Mstep: Class 30 contains 3161 members 
Mstep: Class 31 contains 74922 members 
Mstep: Class 32 contains 4334 members 
Mstep: Class 33 contains 7321 members 
Mstep: Class 34 contains 5165 members 
Mstep: Class 35 contains 570831 members 
Entering Unmasked Estep 
Score: -111975952.000000 Penalty: 123221.835938
Splitting cluster 20 changes total score from -111971880.000000 to -111975952.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 21 (23789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23789 members 
Entering Unmasked Estep 
Score: -1683666.000000 Penalty: 2499.090820
	Iteration 0F: 2 clusters Score -1683666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -1667093.875000 Penalty: 4998.181641
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -1674160 nChanged 988
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -1674518 nChanged 938
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Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -1674941.500000 Penalty: 4998.181641
	Iteration 6Q: 3 clusters Score -1674942 nChanged 1004
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Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -1675449 nChanged 1054
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Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -1678294 nChanged 1038
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Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -1678911 nChanged 876
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Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -1679381 nChanged 647
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Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -1679676 nChanged 499
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Mstep: Class 1 contains 16220 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -1679858 nChanged 372
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Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1679983.625000 Penalty: 4998.181641
	Iteration 16Q: 3 clusters Score -1679984 nChanged 332
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Mstep: Class 1 contains 16584 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1680111.750000 Penalty: 4998.181641
	Iteration 17Q: 3 clusters Score -1680112 nChanged 267
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Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1680218 nChanged 249
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Mstep: Class 1 contains 16912 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1680304 nChanged 256
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Mstep: Class 1 contains 17084 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1680391.375000 Penalty: 4998.181641
	Iteration 20F: 3 clusters Score -1680391 nChanged 254
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Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1680493 nChanged 264
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Mstep: Class 1 contains 17486 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1680590 nChanged 266
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Mstep: Class 1 contains 17702 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1680698 nChanged 295
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17947 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1680830.875000 Penalty: 4998.181641
	Iteration 24Q: 3 clusters Score -1680831 nChanged 267
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Mstep: Class 1 contains 18162 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1680944.625000 Penalty: 4998.181641
	Iteration 25Q: 3 clusters Score -1680945 nChanged 244
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18376 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1681035.500000 Penalty: 4998.181641
	Iteration 26Q: 3 clusters Score -1681036 nChanged 232
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Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1681124 nChanged 213
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Mstep: Class 1 contains 18783 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1681203.750000 Penalty: 4998.181641
	Iteration 28Q: 3 clusters Score -1681204 nChanged 229
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Mstep: Class 1 contains 18992 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1681296 nChanged 208
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Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1681375 nChanged 199
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Mstep: Class 1 contains 19353 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1681446.750000 Penalty: 4998.181641
	Iteration 31Q: 3 clusters Score -1681447 nChanged 165
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Mstep: Class 1 contains 19502 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1681504.000000 Penalty: 4998.181641
	Iteration 32Q: 3 clusters Score -1681504 nChanged 146
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Mstep: Class 1 contains 19642 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1681556 nChanged 135
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Mstep: Class 1 contains 19763 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1681600 nChanged 121
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Mstep: Class 1 contains 19864 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1681629 nChanged 122
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Mstep: Class 1 contains 19974 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1681674 nChanged 115
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Mstep: Class 1 contains 20081 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1681698 nChanged 90
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Mstep: Class 1 contains 20165 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1681719 nChanged 90
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20251 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1681737.000000 Penalty: 4998.181641
	Iteration 39Q: 3 clusters Score -1681737 nChanged 72
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20321 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1681748.750000 Penalty: 4998.181641
	Iteration 40F: 3 clusters Score -1681749 nChanged 59
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Mstep: Class 1 contains 20376 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1681760 nChanged 42
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Mstep: Class 1 contains 20414 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1681767 nChanged 45
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Mstep: Class 1 contains 20457 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1681784 nChanged 55
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Mstep: Class 1 contains 20510 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1681798 nChanged 45
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Mstep: Class 1 contains 20553 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1681807.875000 Penalty: 4998.181641
	Iteration 45Q: 3 clusters Score -1681808 nChanged 43
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20594 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1681817.750000 Penalty: 4998.181641
	Iteration 46Q: 3 clusters Score -1681818 nChanged 42
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Mstep: Class 1 contains 20636 members 
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Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1681830 nChanged 39
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20673 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1681835.500000 Penalty: 4998.181641
	Iteration 48Q: 3 clusters Score -1681836 nChanged 38
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Mstep: Class 1 contains 20709 members 
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Entering Unmasked Estep 
Score: -1681840.250000 Penalty: 4998.181641
	Iteration 49Q: 3 clusters Score -1681840 nChanged 37
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20746 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1681848.125000 Penalty: 4998.181641
	Iteration 50Q: 3 clusters Score -1681848 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20775 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1681864.500000 Penalty: 4998.181641
	Iteration 51Q: 3 clusters Score -1681864 nChanged 31
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Mstep: Class 1 contains 20804 members 
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Entering Unmasked Estep 
Score: -1681869.375000 Penalty: 4998.181641
	Iteration 52Q: 3 clusters Score -1681869 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20838 members 
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Entering Unmasked Estep 
Score: -1681873.625000 Penalty: 4998.181641
	Iteration 53Q: 3 clusters Score -1681874 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20868 members 
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Entering Unmasked Estep 
Score: -1681879.125000 Penalty: 4998.181641
	Iteration 54Q: 3 clusters Score -1681879 nChanged 32
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Mstep: Class 1 contains 20900 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1681880.500000 Penalty: 4998.181641
	Iteration 55Q: 3 clusters Score -1681880 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20932 members 
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Entering Unmasked Estep 
Score: -1681887.750000 Penalty: 4998.181641
	Iteration 56Q: 3 clusters Score -1681888 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20963 members 
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Entering Unmasked Estep 
Score: -1681890.875000 Penalty: 4998.181641
	Iteration 57Q: 3 clusters Score -1681891 nChanged 27
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Mstep: Class 1 contains 20988 members 
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Entering Unmasked Estep 
Score: -1681895.750000 Penalty: 4998.181641
	Iteration 58Q: 3 clusters Score -1681896 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21024 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1681903.375000 Penalty: 4998.181641
	Iteration 59Q: 3 clusters Score -1681903 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21047 members 
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Entering Unmasked Estep 
Score: -1681908.375000 Penalty: 4998.181641
	Iteration 60F: 3 clusters Score -1681908 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21072 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1681912.250000 Penalty: 4998.181641
	Iteration 61Q: 3 clusters Score -1681912 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21090 members 
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Entering Unmasked Estep 
Score: -1681916.000000 Penalty: 4998.181641
	Iteration 62Q: 3 clusters Score -1681916 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21105 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1681922.750000 Penalty: 4998.181641
	Iteration 63Q: 3 clusters Score -1681923 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21119 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -1681925.375000 Penalty: 4998.181641
	Iteration 64Q: 3 clusters Score -1681925 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21127 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -1681924.750000 Penalty: 4998.181641
	Iteration 65Q: 3 clusters Score -1681925 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21133 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1681924.625000 Penalty: 4998.181641
	Iteration 66Q: 3 clusters Score -1681925 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21139 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1681925.250000 Penalty: 4998.181641
	Iteration 67Q: 3 clusters Score -1681925 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21143 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1681923.000000 Penalty: 4998.181641
	Iteration 68Q: 3 clusters Score -1681923 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21151 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1681929.625000 Penalty: 4998.181641
	Iteration 69Q: 3 clusters Score -1681930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21158 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1681927.500000 Penalty: 4998.181641
	Iteration 70Q: 3 clusters Score -1681928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21163 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -1681928.875000 Penalty: 4998.181641
	Iteration 71Q: 3 clusters Score -1681929 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21167 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1681926.875000 Penalty: 4998.181641
	Iteration 72Q: 3 clusters Score -1681927 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21173 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1681928.125000 Penalty: 4998.181641
	Iteration 73Q: 3 clusters Score -1681928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21179 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1681931.750000 Penalty: 4998.181641
	Iteration 74Q: 3 clusters Score -1681932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21187 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -1681929.125000 Penalty: 4998.181641
	Iteration 75Q: 3 clusters Score -1681929 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21199 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1681932.750000 Penalty: 4998.181641
	Iteration 76Q: 3 clusters Score -1681933 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21204 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1681932.875000 Penalty: 4998.181641
	Iteration 77Q: 3 clusters Score -1681933 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21209 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -1681931.875000 Penalty: 4998.181641
	Iteration 78Q: 3 clusters Score -1681932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21216 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -1681932.875000 Penalty: 4998.181641
	Iteration 79Q: 3 clusters Score -1681933 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21221 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1681933.375000 Penalty: 4998.181641
	Iteration 80F: 3 clusters Score -1681933 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21229 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1681936.750000 Penalty: 4998.181641
	Iteration 81Q: 3 clusters Score -1681937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21233 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1681938.250000 Penalty: 4998.181641
	Iteration 82Q: 3 clusters Score -1681938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21241 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1681943.625000 Penalty: 4998.181641
	Iteration 83Q: 3 clusters Score -1681944 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21251 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1681944.000000 Penalty: 4998.181641
	Iteration 84Q: 3 clusters Score -1681944 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21264 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1681942.875000 Penalty: 4998.181641
	Iteration 85Q: 3 clusters Score -1681943 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21279 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1681945.000000 Penalty: 4998.181641
	Iteration 86Q: 3 clusters Score -1681945 nChanged 15
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Mstep: Class 1 contains 21294 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -1681949.625000 Penalty: 4998.181641
	Iteration 87Q: 3 clusters Score -1681950 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21305 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1681949.750000 Penalty: 4998.181641
	Iteration 88Q: 3 clusters Score -1681950 nChanged 11
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Mstep: Class 1 contains 21316 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1681954.250000 Penalty: 4998.181641
	Iteration 89Q: 3 clusters Score -1681954 nChanged 14
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Mstep: Class 1 contains 21330 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1681955.625000 Penalty: 4998.181641
	Iteration 90Q: 3 clusters Score -1681956 nChanged 14
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Mstep: Class 1 contains 21344 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1681959.250000 Penalty: 4998.181641
	Iteration 91Q: 3 clusters Score -1681959 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21354 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1681962.375000 Penalty: 4998.181641
	Iteration 92Q: 3 clusters Score -1681962 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21366 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1681962.375000 Penalty: 4998.181641
	Iteration 93Q: 3 clusters Score -1681962 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21379 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -1681965.250000 Penalty: 4998.181641
	Iteration 94Q: 3 clusters Score -1681965 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21389 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1681972.250000 Penalty: 4998.181641
	Iteration 95Q: 3 clusters Score -1681972 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21410 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1681974.875000 Penalty: 4998.181641
	Iteration 96Q: 3 clusters Score -1681975 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21433 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1681984.375000 Penalty: 4998.181641
	Iteration 97Q: 3 clusters Score -1681984 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21459 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1681986.875000 Penalty: 4998.181641
	Iteration 98Q: 3 clusters Score -1681987 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21475 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1681984.500000 Penalty: 4998.181641
	Iteration 99Q: 3 clusters Score -1681984 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21491 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1681990.250000 Penalty: 4998.181641
	Iteration 100F: 3 clusters Score -1681990 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21510 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1681997.875000 Penalty: 4998.181641
	Iteration 101Q: 3 clusters Score -1681998 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21529 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1682002.000000 Penalty: 4998.181641
	Iteration 102Q: 3 clusters Score -1682002 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21541 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1682000.625000 Penalty: 4998.181641
	Iteration 103Q: 3 clusters Score -1682001 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21553 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1682001.125000 Penalty: 4998.181641
	Iteration 104Q: 3 clusters Score -1682001 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21562 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1682004.000000 Penalty: 4998.181641
	Iteration 105Q: 3 clusters Score -1682004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21568 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1682009.250000 Penalty: 4998.181641
	Iteration 106Q: 3 clusters Score -1682009 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21575 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1682015.000000 Penalty: 4998.181641
	Iteration 107Q: 3 clusters Score -1682015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21579 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1682015.375000 Penalty: 4998.181641
	Iteration 108Q: 3 clusters Score -1682015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21583 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1682014.500000 Penalty: 4998.181641
	Iteration 109Q: 3 clusters Score -1682014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21587 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1682013.500000 Penalty: 4998.181641
	Iteration 110Q: 3 clusters Score -1682014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21589 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1682014.625000 Penalty: 4998.181641
	Iteration 111Q: 3 clusters Score -1682015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21590 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1682015.500000 Penalty: 4998.181641
	Iteration 112Q: 3 clusters Score -1682016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21592 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1682015.750000 Penalty: 4998.181641
	Iteration 113Q: 3 clusters Score -1682016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21593 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1682016.375000 Penalty: 4998.181641
	Iteration 114Q: 3 clusters Score -1682016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21594 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1682017.500000 Penalty: 4998.181641
	Iteration 115Q: 3 clusters Score -1682018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21595 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1682019.000000 Penalty: 4998.181641
	Iteration 116Q: 3 clusters Score -1682019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21597 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1682017.500000 Penalty: 4998.181641
	Iteration 117Q: 3 clusters Score -1682018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21597 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1682017.500000 Penalty: 4998.181641
	Iteration 118F: 3 clusters Score -1682018 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Entering Unmasked Estep 
Score: -666532.625000 Penalty: 2242.014893
	Iteration 0F: 2 clusters Score -666532.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -659808.687500 Penalty: 4484.029785
	Iteration 0F: 3 clusters Score -659808.7 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -661650.812500 Penalty: 4484.029785
	Iteration 1F: 3 clusters Score -661650.8 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -661903.375000 Penalty: 4484.029785
	Iteration 2F: 3 clusters Score -661903.4 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -662067.937500 Penalty: 4484.029785
	Iteration 3Q: 3 clusters Score -662067.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -662175.375000 Penalty: 4484.029785
	Iteration 4Q: 3 clusters Score -662175.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -662252.562500 Penalty: 4484.029785
	Iteration 5Q: 3 clusters Score -662252.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -662314.500000 Penalty: 4484.029785
	Iteration 6Q: 3 clusters Score -662314.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -662375.812500 Penalty: 4484.029785
	Iteration 7Q: 3 clusters Score -662375.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -662427.312500 Penalty: 4484.029785
	Iteration 8Q: 3 clusters Score -662427.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -662483.312500 Penalty: 4484.029785
	Iteration 9Q: 3 clusters Score -662483.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -662543.000000 Penalty: 4484.029785
	Iteration 10Q: 3 clusters Score -662543 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -662596.750000 Penalty: 4484.029785
	Iteration 11Q: 3 clusters Score -662596.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -662655.625000 Penalty: 4484.029785
	Iteration 12Q: 3 clusters Score -662655.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -662709.750000 Penalty: 4484.029785
	Iteration 13Q: 3 clusters Score -662709.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -662767.312500 Penalty: 4484.029785
	Iteration 14Q: 3 clusters Score -662767.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -662830.312500 Penalty: 4484.029785
	Iteration 15Q: 3 clusters Score -662830.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -662895.625000 Penalty: 4484.029785
	Iteration 16Q: 3 clusters Score -662895.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -662965.750000 Penalty: 4484.029785
	Iteration 17Q: 3 clusters Score -662965.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -663049.687500 Penalty: 4484.029785
	Iteration 18Q: 3 clusters Score -663049.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -663164.062500 Penalty: 4484.029785
	Iteration 19Q: 3 clusters Score -663164.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -663269.312500 Penalty: 4484.029785
	Iteration 20F: 3 clusters Score -663269.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -663366.625000 Penalty: 4484.029785
	Iteration 21Q: 3 clusters Score -663366.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -663472.812500 Penalty: 4484.029785
	Iteration 22Q: 3 clusters Score -663472.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -663582.750000 Penalty: 4484.029785
	Iteration 23Q: 3 clusters Score -663582.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -663707.937500 Penalty: 4484.029785
	Iteration 24Q: 3 clusters Score -663707.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -663855.062500 Penalty: 4484.029785
	Iteration 25Q: 3 clusters Score -663855.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -663964.437500 Penalty: 4484.029785
	Iteration 26Q: 3 clusters Score -663964.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -664058.187500 Penalty: 4484.029785
	Iteration 27Q: 3 clusters Score -664058.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -664142.437500 Penalty: 4484.029785
	Iteration 28Q: 3 clusters Score -664142.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -664223.500000 Penalty: 4484.029785
	Iteration 29Q: 3 clusters Score -664223.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -664305.625000 Penalty: 4484.029785
	Iteration 30Q: 3 clusters Score -664305.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -664378.562500 Penalty: 4484.029785
	Iteration 31Q: 3 clusters Score -664378.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -664438.375000 Penalty: 4484.029785
	Iteration 32Q: 3 clusters Score -664438.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -664492.937500 Penalty: 4484.029785
	Iteration 33Q: 3 clusters Score -664492.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -664531.062500 Penalty: 4484.029785
	Iteration 34Q: 3 clusters Score -664531.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -664558.562500 Penalty: 4484.029785
	Iteration 35Q: 3 clusters Score -664558.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -664572.125000 Penalty: 4484.029785
	Iteration 36Q: 3 clusters Score -664572.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -664583.687500 Penalty: 4484.029785
	Iteration 37Q: 3 clusters Score -664583.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -664591.187500 Penalty: 4484.029785
	Iteration 38Q: 3 clusters Score -664591.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -664602.000000 Penalty: 4484.029785
	Iteration 39Q: 3 clusters Score -664602 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -664610.625000 Penalty: 4484.029785
	Iteration 40F: 3 clusters Score -664610.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -664618.125000 Penalty: 4484.029785
	Iteration 41Q: 3 clusters Score -664618.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -664624.750000 Penalty: 4484.029785
	Iteration 42Q: 3 clusters Score -664624.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -664636.000000 Penalty: 4484.029785
	Iteration 43Q: 3 clusters Score -664636 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -664653.375000 Penalty: 4484.029785
	Iteration 44Q: 3 clusters Score -664653.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -664663.125000 Penalty: 4484.029785
	Iteration 45Q: 3 clusters Score -664663.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -664670.500000 Penalty: 4484.029785
	Iteration 46Q: 3 clusters Score -664670.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -664672.750000 Penalty: 4484.029785
	Iteration 47Q: 3 clusters Score -664672.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -664674.937500 Penalty: 4484.029785
	Iteration 48Q: 3 clusters Score -664674.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -664675.062500 Penalty: 4484.029785
	Iteration 49Q: 3 clusters Score -664675.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -664676.375000 Penalty: 4484.029785
	Iteration 50Q: 3 clusters Score -664676.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -664679.375000 Penalty: 4484.029785
	Iteration 51Q: 3 clusters Score -664679.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -664681.625000 Penalty: 4484.029785
	Iteration 52Q: 3 clusters Score -664681.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -664683.000000 Penalty: 4484.029785
	Iteration 53Q: 3 clusters Score -664683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -664685.187500 Penalty: 4484.029785
	Iteration 54Q: 3 clusters Score -664685.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -664686.125000 Penalty: 4484.029785
	Iteration 55Q: 3 clusters Score -664686.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -664688.125000 Penalty: 4484.029785
	Iteration 56Q: 3 clusters Score -664688.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -664688.937500 Penalty: 4484.029785
	Iteration 57Q: 3 clusters Score -664688.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -664689.812500 Penalty: 4484.029785
	Iteration 58Q: 3 clusters Score -664689.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -664691.687500 Penalty: 4484.029785
	Iteration 59Q: 3 clusters Score -664691.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -664692.000000 Penalty: 4484.029785
	Iteration 60F: 3 clusters Score -664692 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Entering Unmasked Estep 
Score: -193152.640625 Penalty: 1974.506226
	Iteration 0F: 2 clusters Score -193152.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -189947.171875 Penalty: 3949.012451
	Iteration 0F: 3 clusters Score -189947.2 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -190718.125000 Penalty: 3949.012451
	Iteration 1F: 3 clusters Score -190718.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -190988.171875 Penalty: 3949.012451
	Iteration 2F: 3 clusters Score -190988.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -191163.531250 Penalty: 3949.012451
	Iteration 3F: 3 clusters Score -191163.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -191314.468750 Penalty: 3949.012451
	Iteration 4Q: 3 clusters Score -191314.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -191459.296875 Penalty: 3949.012451
	Iteration 5Q: 3 clusters Score -191459.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -191594.296875 Penalty: 3949.012451
	Iteration 6Q: 3 clusters Score -191594.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -191718.875000 Penalty: 3949.012451
	Iteration 7Q: 3 clusters Score -191718.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -191857.781250 Penalty: 3949.012451
	Iteration 8Q: 3 clusters Score -191857.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -191995.125000 Penalty: 3949.012451
	Iteration 9Q: 3 clusters Score -191995.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -192130.640625 Penalty: 3949.012451
	Iteration 10Q: 3 clusters Score -192130.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -192234.250000 Penalty: 3949.012451
	Iteration 11Q: 3 clusters Score -192234.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -192329.703125 Penalty: 3949.012451
	Iteration 12Q: 3 clusters Score -192329.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -192435.546875 Penalty: 3949.012451
	Iteration 13Q: 3 clusters Score -192435.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -192490.203125 Penalty: 3949.012451
	Iteration 14Q: 3 clusters Score -192490.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -192519.656250 Penalty: 3949.012451
	Iteration 15Q: 3 clusters Score -192519.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -192541.109375 Penalty: 3949.012451
	Iteration 16Q: 3 clusters Score -192541.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -192554.828125 Penalty: 3949.012451
	Iteration 17Q: 3 clusters Score -192554.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -192562.687500 Penalty: 3949.012451
	Iteration 18Q: 3 clusters Score -192562.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -192569.187500 Penalty: 3949.012451
	Iteration 19Q: 3 clusters Score -192569.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -192581.375000 Penalty: 3949.012451
	Iteration 20F: 3 clusters Score -192581.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -192599.625000 Penalty: 3949.012451
	Iteration 21Q: 3 clusters Score -192599.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -192604.562500 Penalty: 3949.012451
	Iteration 22Q: 3 clusters Score -192604.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -192607.031250 Penalty: 3949.012451
	Iteration 23Q: 3 clusters Score -192607 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -192609.046875 Penalty: 3949.012451
	Iteration 24Q: 3 clusters Score -192609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -192610.609375 Penalty: 3949.012451
	Iteration 25Q: 3 clusters Score -192610.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -192612.343750 Penalty: 3949.012451
	Iteration 26Q: 3 clusters Score -192612.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -192613.218750 Penalty: 3949.012451
	Iteration 27Q: 3 clusters Score -192613.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -192613.218750 Penalty: 3949.012451
	Iteration 28F: 3 clusters Score -192613.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (67496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67496 members 
Entering Unmasked Estep 
Score: -5483710.000000 Penalty: 2757.716309
	Iteration 0F: 2 clusters Score -5483710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34113 members 
Mstep: Class 2 contains 33383 members 
Entering Unmasked Estep 
Score: -5438192.500000 Penalty: 5515.432617
	Iteration 0F: 3 clusters Score -5438192 nChanged 31615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37022 members 
Mstep: Class 2 contains 30474 members 
Entering Unmasked Estep 
Score: -5456922.500000 Penalty: 5515.432617
	Iteration 1F: 3 clusters Score -5456922 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38997 members 
Mstep: Class 2 contains 28499 members 
Entering Unmasked Estep 
Score: -5458514.000000 Penalty: 5515.432617
	Iteration 2F: 3 clusters Score -5458514 nChanged 3922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41777 members 
Mstep: Class 2 contains 25719 members 
Entering Unmasked Estep 
Score: -5460946.500000 Penalty: 5515.432617
	Iteration 3F: 3 clusters Score -5460946 nChanged 4602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45349 members 
Mstep: Class 2 contains 22147 members 
Entering Unmasked Estep 
Score: -5464494.500000 Penalty: 5515.432617
	Iteration 4F: 3 clusters Score -5464494 nChanged 4758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49095 members 
Mstep: Class 2 contains 18401 members 
Entering Unmasked Estep 
Score: -5468828.500000 Penalty: 5515.432617
	Iteration 5F: 3 clusters Score -5468828 nChanged 4336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52267 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -5473133.000000 Penalty: 5515.432617
	Iteration 6F: 3 clusters Score -5473133 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54290 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -5476352.500000 Penalty: 5515.432617
	Iteration 7F: 3 clusters Score -5476352 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55395 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -5478126.000000 Penalty: 5515.432617
	Iteration 8Q: 3 clusters Score -5478126 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56044 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -5478983.000000 Penalty: 5515.432617
	Iteration 9Q: 3 clusters Score -5478983 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56550 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -5479453.500000 Penalty: 5515.432617
	Iteration 10Q: 3 clusters Score -5479454 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56972 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -5479767.000000 Penalty: 5515.432617
	Iteration 11Q: 3 clusters Score -5479767 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57371 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -5479941.000000 Penalty: 5515.432617
	Iteration 12Q: 3 clusters Score -5479941 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57752 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -5480118.000000 Penalty: 5515.432617
	Iteration 13Q: 3 clusters Score -5480118 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58127 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -5480254.500000 Penalty: 5515.432617
	Iteration 14Q: 3 clusters Score -5480254 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58474 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -5480382.000000 Penalty: 5515.432617
	Iteration 15Q: 3 clusters Score -5480382 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58810 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -5480495.500000 Penalty: 5515.432617
	Iteration 16Q: 3 clusters Score -5480496 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59103 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -5480583.500000 Penalty: 5515.432617
	Iteration 17Q: 3 clusters Score -5480584 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59360 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -5480678.000000 Penalty: 5515.432617
	Iteration 18Q: 3 clusters Score -5480678 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59637 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -5480759.000000 Penalty: 5515.432617
	Iteration 19Q: 3 clusters Score -5480759 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59901 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -5480815.000000 Penalty: 5515.432617
	Iteration 20F: 3 clusters Score -5480815 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60186 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -5480856.500000 Penalty: 5515.432617
	Iteration 21Q: 3 clusters Score -5480856 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60440 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -5480931.000000 Penalty: 5515.432617
	Iteration 22Q: 3 clusters Score -5480931 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60688 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -5480993.000000 Penalty: 5515.432617
	Iteration 23Q: 3 clusters Score -5480993 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60893 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -5481051.000000 Penalty: 5515.432617
	Iteration 24Q: 3 clusters Score -5481051 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61099 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -5481074.000000 Penalty: 5515.432617
	Iteration 25Q: 3 clusters Score -5481074 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61265 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -5481121.000000 Penalty: 5515.432617
	Iteration 26Q: 3 clusters Score -5481121 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61435 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -5481147.000000 Penalty: 5515.432617
	Iteration 27Q: 3 clusters Score -5481147 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61584 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -5481185.000000 Penalty: 5515.432617
	Iteration 28Q: 3 clusters Score -5481185 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61744 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -5481217.000000 Penalty: 5515.432617
	Iteration 29Q: 3 clusters Score -5481217 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61891 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -5481221.500000 Penalty: 5515.432617
	Iteration 30Q: 3 clusters Score -5481222 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62030 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -5481274.000000 Penalty: 5515.432617
	Iteration 31Q: 3 clusters Score -5481274 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62153 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -5481281.500000 Penalty: 5515.432617
	Iteration 32Q: 3 clusters Score -5481282 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62280 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -5481288.000000 Penalty: 5515.432617
	Iteration 33Q: 3 clusters Score -5481288 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62393 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -5481310.000000 Penalty: 5515.432617
	Iteration 34Q: 3 clusters Score -5481310 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62491 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -5481311.000000 Penalty: 5515.432617
	Iteration 35Q: 3 clusters Score -5481311 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62573 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -5481315.000000 Penalty: 5515.432617
	Iteration 36Q: 3 clusters Score -5481315 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62649 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -5481334.000000 Penalty: 5515.432617
	Iteration 37Q: 3 clusters Score -5481334 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62717 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -5481330.500000 Penalty: 5515.432617
	Iteration 38Q: 3 clusters Score -5481330 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62780 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -5481351.500000 Penalty: 5515.432617
	Iteration 39Q: 3 clusters Score -5481352 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62834 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -5481371.000000 Penalty: 5515.432617
	Iteration 40F: 3 clusters Score -5481371 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62884 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -5481393.500000 Penalty: 5515.432617
	Iteration 41Q: 3 clusters Score -5481394 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62927 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -5481400.500000 Penalty: 5515.432617
	Iteration 42Q: 3 clusters Score -5481400 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62965 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -5481397.500000 Penalty: 5515.432617
	Iteration 43Q: 3 clusters Score -5481398 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63000 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -5481405.000000 Penalty: 5515.432617
	Iteration 44Q: 3 clusters Score -5481405 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63025 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -5481410.000000 Penalty: 5515.432617
	Iteration 45Q: 3 clusters Score -5481410 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63057 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -5481413.000000 Penalty: 5515.432617
	Iteration 46Q: 3 clusters Score -5481413 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63087 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -5481418.500000 Penalty: 5515.432617
	Iteration 47Q: 3 clusters Score -5481418 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63112 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -5481417.500000 Penalty: 5515.432617
	Iteration 48Q: 3 clusters Score -5481418 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63133 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -5481420.000000 Penalty: 5515.432617
	Iteration 49Q: 3 clusters Score -5481420 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63155 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -5481434.500000 Penalty: 5515.432617
	Iteration 50Q: 3 clusters Score -5481434 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63170 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -5481430.500000 Penalty: 5515.432617
	Iteration 51Q: 3 clusters Score -5481430 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63193 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -5481432.000000 Penalty: 5515.432617
	Iteration 52Q: 3 clusters Score -5481432 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63210 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -5481431.500000 Penalty: 5515.432617
	Iteration 53Q: 3 clusters Score -5481432 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63233 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -5481423.500000 Penalty: 5515.432617
	Iteration 54Q: 3 clusters Score -5481424 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63253 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -5481421.000000 Penalty: 5515.432617
	Iteration 55Q: 3 clusters Score -5481421 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63273 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -5481435.500000 Penalty: 5515.432617
	Iteration 56Q: 3 clusters Score -5481436 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63286 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -5481432.000000 Penalty: 5515.432617
	Iteration 57Q: 3 clusters Score -5481432 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63298 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -5481440.000000 Penalty: 5515.432617
	Iteration 58Q: 3 clusters Score -5481440 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63320 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -5481441.000000 Penalty: 5515.432617
	Iteration 59Q: 3 clusters Score -5481441 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63337 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -5481441.500000 Penalty: 5515.432617
	Iteration 60F: 3 clusters Score -5481442 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63351 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -5481438.000000 Penalty: 5515.432617
	Iteration 61Q: 3 clusters Score -5481438 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63368 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -5481442.500000 Penalty: 5515.432617
	Iteration 62Q: 3 clusters Score -5481442 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63383 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -5481446.500000 Penalty: 5515.432617
	Iteration 63Q: 3 clusters Score -5481446 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63395 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -5481445.000000 Penalty: 5515.432617
	Iteration 64Q: 3 clusters Score -5481445 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63409 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -5481443.500000 Penalty: 5515.432617
	Iteration 65Q: 3 clusters Score -5481444 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63421 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -5481456.000000 Penalty: 5515.432617
	Iteration 66Q: 3 clusters Score -5481456 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63432 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -5481460.500000 Penalty: 5515.432617
	Iteration 67Q: 3 clusters Score -5481460 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63446 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -5481457.000000 Penalty: 5515.432617
	Iteration 68Q: 3 clusters Score -5481457 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63460 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -5481460.000000 Penalty: 5515.432617
	Iteration 69Q: 3 clusters Score -5481460 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63475 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -5481453.000000 Penalty: 5515.432617
	Iteration 70Q: 3 clusters Score -5481453 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63489 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -5481460.000000 Penalty: 5515.432617
	Iteration 71Q: 3 clusters Score -5481460 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63500 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -5481460.500000 Penalty: 5515.432617
	Iteration 72Q: 3 clusters Score -5481460 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63509 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -5481461.000000 Penalty: 5515.432617
	Iteration 73Q: 3 clusters Score -5481461 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63516 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -5481467.500000 Penalty: 5515.432617
	Iteration 74Q: 3 clusters Score -5481468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63522 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -5481464.000000 Penalty: 5515.432617
	Iteration 75Q: 3 clusters Score -5481464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63526 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -5481470.000000 Penalty: 5515.432617
	Iteration 76Q: 3 clusters Score -5481470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63530 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -5481471.000000 Penalty: 5515.432617
	Iteration 77Q: 3 clusters Score -5481471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63533 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -5481468.500000 Penalty: 5515.432617
	Iteration 78Q: 3 clusters Score -5481468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63537 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -5481469.000000 Penalty: 5515.432617
	Iteration 79Q: 3 clusters Score -5481469 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63542 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -5481464.500000 Penalty: 5515.432617
	Iteration 80F: 3 clusters Score -5481464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63549 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -5481464.000000 Penalty: 5515.432617
	Iteration 81Q: 3 clusters Score -5481464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63554 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -5481461.000000 Penalty: 5515.432617
	Iteration 82Q: 3 clusters Score -5481461 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63556 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -5481467.000000 Penalty: 5515.432617
	Iteration 83Q: 3 clusters Score -5481467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63558 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -5481466.000000 Penalty: 5515.432617
	Iteration 84Q: 3 clusters Score -5481466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63561 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -5481465.000000 Penalty: 5515.432617
	Iteration 85Q: 3 clusters Score -5481465 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63566 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -5481464.000000 Penalty: 5515.432617
	Iteration 86Q: 3 clusters Score -5481464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63569 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -5481468.500000 Penalty: 5515.432617
	Iteration 87Q: 3 clusters Score -5481468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63572 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -5481468.000000 Penalty: 5515.432617
	Iteration 88Q: 3 clusters Score -5481468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63574 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -5481467.500000 Penalty: 5515.432617
	Iteration 89Q: 3 clusters Score -5481468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63574 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -5481467.500000 Penalty: 5515.432617
	Iteration 90F: 3 clusters Score -5481468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (17053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17053 members 
Entering Unmasked Estep 
Score: -1352397.250000 Penalty: 2416.532227
	Iteration 0F: 2 clusters Score -1352397 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1340249.750000 Penalty: 4833.064453
	Iteration 0F: 3 clusters Score -1340250 nChanged 7401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -1344316.125000 Penalty: 4833.064453
	Iteration 1F: 3 clusters Score -1344316 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -1344728.250000 Penalty: 4833.064453
	Iteration 2F: 3 clusters Score -1344728 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1345035.375000 Penalty: 4833.064453
	Iteration 3Q: 3 clusters Score -1345035 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1345351.875000 Penalty: 4833.064453
	Iteration 4Q: 3 clusters Score -1345352 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -1345652.625000 Penalty: 4833.064453
	Iteration 5Q: 3 clusters Score -1345653 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -1346038.375000 Penalty: 4833.064453
	Iteration 6Q: 3 clusters Score -1346038 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -1346505.250000 Penalty: 4833.064453
	Iteration 7Q: 3 clusters Score -1346505 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1347185.500000 Penalty: 4833.064453
	Iteration 8Q: 3 clusters Score -1347186 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -1348040.875000 Penalty: 4833.064453
	Iteration 9F: 3 clusters Score -1348041 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1348960.375000 Penalty: 4833.064453
	Iteration 10F: 3 clusters Score -1348960 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1349796.750000 Penalty: 4833.064453
	Iteration 11F: 3 clusters Score -1349797 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1350537.750000 Penalty: 4833.064453
	Iteration 12Q: 3 clusters Score -1350538 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1351040.375000 Penalty: 4833.064453
	Iteration 13Q: 3 clusters Score -1351040 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1351339.375000 Penalty: 4833.064453
	Iteration 14Q: 3 clusters Score -1351339 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1351507.625000 Penalty: 4833.064453
	Iteration 15Q: 3 clusters Score -1351508 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1351628.500000 Penalty: 4833.064453
	Iteration 16Q: 3 clusters Score -1351628 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1351723.750000 Penalty: 4833.064453
	Iteration 17Q: 3 clusters Score -1351724 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1351781.750000 Penalty: 4833.064453
	Iteration 18Q: 3 clusters Score -1351782 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1351821.375000 Penalty: 4833.064453
	Iteration 19Q: 3 clusters Score -1351821 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1351861.125000 Penalty: 4833.064453
	Iteration 20F: 3 clusters Score -1351861 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1351886.625000 Penalty: 4833.064453
	Iteration 21Q: 3 clusters Score -1351887 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1351909.875000 Penalty: 4833.064453
	Iteration 22Q: 3 clusters Score -1351910 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1351921.250000 Penalty: 4833.064453
	Iteration 23Q: 3 clusters Score -1351921 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1351935.250000 Penalty: 4833.064453
	Iteration 24Q: 3 clusters Score -1351935 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1351939.375000 Penalty: 4833.064453
	Iteration 25Q: 3 clusters Score -1351939 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1351948.750000 Penalty: 4833.064453
	Iteration 26Q: 3 clusters Score -1351949 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1351949.000000 Penalty: 4833.064453
	Iteration 27Q: 3 clusters Score -1351949 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1351948.375000 Penalty: 4833.064453
	Iteration 28Q: 3 clusters Score -1351948 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1351950.000000 Penalty: 4833.064453
	Iteration 29Q: 3 clusters Score -1351950 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1351949.875000 Penalty: 4833.064453
	Iteration 30Q: 3 clusters Score -1351950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1351952.000000 Penalty: 4833.064453
	Iteration 31Q: 3 clusters Score -1351952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1351954.000000 Penalty: 4833.064453
	Iteration 32Q: 3 clusters Score -1351954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1351954.750000 Penalty: 4833.064453
	Iteration 33Q: 3 clusters Score -1351955 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1351954.750000 Penalty: 4833.064453
	Iteration 34Q: 3 clusters Score -1351955 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1351954.500000 Penalty: 4833.064453
	Iteration 35Q: 3 clusters Score -1351954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1351953.625000 Penalty: 4833.064453
	Iteration 36Q: 3 clusters Score -1351954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1351955.875000 Penalty: 4833.064453
	Iteration 37Q: 3 clusters Score -1351956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1351956.500000 Penalty: 4833.064453
	Iteration 38Q: 3 clusters Score -1351956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1351956.500000 Penalty: 4833.064453
	Iteration 39F: 3 clusters Score -1351956 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Entering Unmasked Estep 
Score: -346385.093750 Penalty: 2090.991455
	Iteration 0F: 2 clusters Score -346385.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -342164.843750 Penalty: 4181.982910
	Iteration 0F: 3 clusters Score -342164.8 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -343091.593750 Penalty: 4181.982910
	Iteration 1F: 3 clusters Score -343091.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -343304.906250 Penalty: 4181.982910
	Iteration 2F: 3 clusters Score -343304.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -343472.968750 Penalty: 4181.982910
	Iteration 3F: 3 clusters Score -343473 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -343608.968750 Penalty: 4181.982910
	Iteration 4Q: 3 clusters Score -343609 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -343726.062500 Penalty: 4181.982910
	Iteration 5Q: 3 clusters Score -343726.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -343840.187500 Penalty: 4181.982910
	Iteration 6Q: 3 clusters Score -343840.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -343913.562500 Penalty: 4181.982910
	Iteration 7Q: 3 clusters Score -343913.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -343972.031250 Penalty: 4181.982910
	Iteration 8Q: 3 clusters Score -343972 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -344030.531250 Penalty: 4181.982910
	Iteration 9Q: 3 clusters Score -344030.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -344092.375000 Penalty: 4181.982910
	Iteration 10Q: 3 clusters Score -344092.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -344176.156250 Penalty: 4181.982910
	Iteration 11Q: 3 clusters Score -344176.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -344285.812500 Penalty: 4181.982910
	Iteration 12Q: 3 clusters Score -344285.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -344446.718750 Penalty: 4181.982910
	Iteration 13Q: 3 clusters Score -344446.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -344666.906250 Penalty: 4181.982910
	Iteration 14Q: 3 clusters Score -344666.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -344885.468750 Penalty: 4181.982910
	Iteration 15Q: 3 clusters Score -344885.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -345068.718750 Penalty: 4181.982910
	Iteration 16Q: 3 clusters Score -345068.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -345251.562500 Penalty: 4181.982910
	Iteration 17Q: 3 clusters Score -345251.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -345384.062500 Penalty: 4181.982910
	Iteration 18Q: 3 clusters Score -345384.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -345496.031250 Penalty: 4181.982910
	Iteration 19Q: 3 clusters Score -345496 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -345593.281250 Penalty: 4181.982910
	Iteration 20F: 3 clusters Score -345593.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -345656.531250 Penalty: 4181.982910
	Iteration 21Q: 3 clusters Score -345656.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -345689.406250 Penalty: 4181.982910
	Iteration 22Q: 3 clusters Score -345689.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -345704.718750 Penalty: 4181.982910
	Iteration 23Q: 3 clusters Score -345704.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -345712.312500 Penalty: 4181.982910
	Iteration 24Q: 3 clusters Score -345712.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -345716.562500 Penalty: 4181.982910
	Iteration 25Q: 3 clusters Score -345716.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -345721.656250 Penalty: 4181.982910
	Iteration 26Q: 3 clusters Score -345721.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -345724.781250 Penalty: 4181.982910
	Iteration 27Q: 3 clusters Score -345724.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -345726.656250 Penalty: 4181.982910
	Iteration 28Q: 3 clusters Score -345726.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -345726.656250 Penalty: 4181.982910
	Iteration 29Q: 3 clusters Score -345726.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -345728.312500 Penalty: 4181.982910
	Iteration 30Q: 3 clusters Score -345728.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -345728.437500 Penalty: 4181.982910
	Iteration 31Q: 3 clusters Score -345728.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -345728.531250 Penalty: 4181.982910
	Iteration 32Q: 3 clusters Score -345728.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -345729.593750 Penalty: 4181.982910
	Iteration 33Q: 3 clusters Score -345729.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -345729.906250 Penalty: 4181.982910
	Iteration 34Q: 3 clusters Score -345729.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -345731.156250 Penalty: 4181.982910
	Iteration 35Q: 3 clusters Score -345731.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -345731.250000 Penalty: 4181.982910
	Iteration 36Q: 3 clusters Score -345731.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -345731.250000 Penalty: 4181.982910
	Iteration 37F: 3 clusters Score -345731.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (61730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61730 members 
Entering Unmasked Estep 
Score: -4748490.000000 Penalty: 2735.570312
	Iteration 0F: 2 clusters Score -4748490 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30889 members 
Mstep: Class 2 contains 30841 members 
Entering Unmasked Estep 
Score: -4707320.000000 Penalty: 5471.140625
	Iteration 0F: 3 clusters Score -4707320 nChanged 28756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31557 members 
Mstep: Class 2 contains 30173 members 
Entering Unmasked Estep 
Score: -4723574.500000 Penalty: 5471.140625
	Iteration 1F: 3 clusters Score -4723574 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31975 members 
Mstep: Class 2 contains 29755 members 
Entering Unmasked Estep 
Score: -4724756.500000 Penalty: 5471.140625
	Iteration 2Q: 3 clusters Score -4724756 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32484 members 
Mstep: Class 2 contains 29246 members 
Entering Unmasked Estep 
Score: -4726237.500000 Penalty: 5471.140625
	Iteration 3Q: 3 clusters Score -4726238 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33165 members 
Mstep: Class 2 contains 28565 members 
Entering Unmasked Estep 
Score: -4728070.000000 Penalty: 5471.140625
	Iteration 4F: 3 clusters Score -4728070 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33988 members 
Mstep: Class 2 contains 27742 members 
Entering Unmasked Estep 
Score: -4730651.000000 Penalty: 5471.140625
	Iteration 5F: 3 clusters Score -4730651 nChanged 4199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34753 members 
Mstep: Class 2 contains 26977 members 
Entering Unmasked Estep 
Score: -4733980.000000 Penalty: 5471.140625
	Iteration 6F: 3 clusters Score -4733980 nChanged 4278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35355 members 
Mstep: Class 2 contains 26375 members 
Entering Unmasked Estep 
Score: -4737349.500000 Penalty: 5471.140625
	Iteration 7F: 3 clusters Score -4737350 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35777 members 
Mstep: Class 2 contains 25953 members 
Entering Unmasked Estep 
Score: -4739704.000000 Penalty: 5471.140625
	Iteration 8F: 3 clusters Score -4739704 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36162 members 
Mstep: Class 2 contains 25568 members 
Entering Unmasked Estep 
Score: -4740900.500000 Penalty: 5471.140625
	Iteration 9Q: 3 clusters Score -4740900 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36595 members 
Mstep: Class 2 contains 25135 members 
Entering Unmasked Estep 
Score: -4741417.500000 Penalty: 5471.140625
	Iteration 10Q: 3 clusters Score -4741418 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37058 members 
Mstep: Class 2 contains 24672 members 
Entering Unmasked Estep 
Score: -4741769.500000 Penalty: 5471.140625
	Iteration 11Q: 3 clusters Score -4741770 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37531 members 
Mstep: Class 2 contains 24199 members 
Entering Unmasked Estep 
Score: -4741985.500000 Penalty: 5471.140625
	Iteration 12Q: 3 clusters Score -4741986 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37966 members 
Mstep: Class 2 contains 23764 members 
Entering Unmasked Estep 
Score: -4742158.000000 Penalty: 5471.140625
	Iteration 13Q: 3 clusters Score -4742158 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38392 members 
Mstep: Class 2 contains 23338 members 
Entering Unmasked Estep 
Score: -4742354.000000 Penalty: 5471.140625
	Iteration 14Q: 3 clusters Score -4742354 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38810 members 
Mstep: Class 2 contains 22920 members 
Entering Unmasked Estep 
Score: -4742505.500000 Penalty: 5471.140625
	Iteration 15Q: 3 clusters Score -4742506 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39229 members 
Mstep: Class 2 contains 22501 members 
Entering Unmasked Estep 
Score: -4742642.500000 Penalty: 5471.140625
	Iteration 16Q: 3 clusters Score -4742642 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39633 members 
Mstep: Class 2 contains 22097 members 
Entering Unmasked Estep 
Score: -4742793.000000 Penalty: 5471.140625
	Iteration 17Q: 3 clusters Score -4742793 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40032 members 
Mstep: Class 2 contains 21698 members 
Entering Unmasked Estep 
Score: -4742930.500000 Penalty: 5471.140625
	Iteration 18Q: 3 clusters Score -4742930 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40364 members 
Mstep: Class 2 contains 21366 members 
Entering Unmasked Estep 
Score: -4743023.500000 Penalty: 5471.140625
	Iteration 19Q: 3 clusters Score -4743024 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40698 members 
Mstep: Class 2 contains 21032 members 
Entering Unmasked Estep 
Score: -4743106.000000 Penalty: 5471.140625
	Iteration 20F: 3 clusters Score -4743106 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41010 members 
Mstep: Class 2 contains 20720 members 
Entering Unmasked Estep 
Score: -4743194.000000 Penalty: 5471.140625
	Iteration 21Q: 3 clusters Score -4743194 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41313 members 
Mstep: Class 2 contains 20417 members 
Entering Unmasked Estep 
Score: -4743279.500000 Penalty: 5471.140625
	Iteration 22Q: 3 clusters Score -4743280 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41578 members 
Mstep: Class 2 contains 20152 members 
Entering Unmasked Estep 
Score: -4743309.500000 Penalty: 5471.140625
	Iteration 23Q: 3 clusters Score -4743310 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41835 members 
Mstep: Class 2 contains 19895 members 
Entering Unmasked Estep 
Score: -4743356.000000 Penalty: 5471.140625
	Iteration 24Q: 3 clusters Score -4743356 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42073 members 
Mstep: Class 2 contains 19657 members 
Entering Unmasked Estep 
Score: -4743405.500000 Penalty: 5471.140625
	Iteration 25Q: 3 clusters Score -4743406 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42311 members 
Mstep: Class 2 contains 19419 members 
Entering Unmasked Estep 
Score: -4743435.500000 Penalty: 5471.140625
	Iteration 26Q: 3 clusters Score -4743436 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42549 members 
Mstep: Class 2 contains 19181 members 
Entering Unmasked Estep 
Score: -4743446.500000 Penalty: 5471.140625
	Iteration 27Q: 3 clusters Score -4743446 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42795 members 
Mstep: Class 2 contains 18935 members 
Entering Unmasked Estep 
Score: -4743503.000000 Penalty: 5471.140625
	Iteration 28Q: 3 clusters Score -4743503 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43047 members 
Mstep: Class 2 contains 18683 members 
Entering Unmasked Estep 
Score: -4743527.500000 Penalty: 5471.140625
	Iteration 29Q: 3 clusters Score -4743528 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43274 members 
Mstep: Class 2 contains 18456 members 
Entering Unmasked Estep 
Score: -4743558.500000 Penalty: 5471.140625
	Iteration 30Q: 3 clusters Score -4743558 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43492 members 
Mstep: Class 2 contains 18238 members 
Entering Unmasked Estep 
Score: -4743569.500000 Penalty: 5471.140625
	Iteration 31Q: 3 clusters Score -4743570 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43726 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
Score: -4743582.000000 Penalty: 5471.140625
	Iteration 32Q: 3 clusters Score -4743582 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43972 members 
Mstep: Class 2 contains 17758 members 
Entering Unmasked Estep 
Score: -4743613.500000 Penalty: 5471.140625
	Iteration 33Q: 3 clusters Score -4743614 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44253 members 
Mstep: Class 2 contains 17477 members 
Entering Unmasked Estep 
Score: -4743658.000000 Penalty: 5471.140625
	Iteration 34Q: 3 clusters Score -4743658 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44523 members 
Mstep: Class 2 contains 17207 members 
Entering Unmasked Estep 
Score: -4743719.500000 Penalty: 5471.140625
	Iteration 35Q: 3 clusters Score -4743720 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44791 members 
Mstep: Class 2 contains 16939 members 
Entering Unmasked Estep 
Score: -4743748.500000 Penalty: 5471.140625
	Iteration 36Q: 3 clusters Score -4743748 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45044 members 
Mstep: Class 2 contains 16686 members 
Entering Unmasked Estep 
Score: -4743777.000000 Penalty: 5471.140625
	Iteration 37Q: 3 clusters Score -4743777 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45290 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -4743785.000000 Penalty: 5471.140625
	Iteration 38Q: 3 clusters Score -4743785 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45543 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -4743822.500000 Penalty: 5471.140625
	Iteration 39Q: 3 clusters Score -4743822 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45801 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -4743848.500000 Penalty: 5471.140625
	Iteration 40F: 3 clusters Score -4743848 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46084 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -4743894.500000 Penalty: 5471.140625
	Iteration 41Q: 3 clusters Score -4743894 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46347 members 
Mstep: Class 2 contains 15383 members 
Entering Unmasked Estep 
Score: -4743947.500000 Penalty: 5471.140625
	Iteration 42Q: 3 clusters Score -4743948 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46621 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -4743995.500000 Penalty: 5471.140625
	Iteration 43Q: 3 clusters Score -4743996 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46888 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -4744039.000000 Penalty: 5471.140625
	Iteration 44Q: 3 clusters Score -4744039 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47161 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -4744072.500000 Penalty: 5471.140625
	Iteration 45Q: 3 clusters Score -4744072 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47440 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -4744104.000000 Penalty: 5471.140625
	Iteration 46Q: 3 clusters Score -4744104 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47714 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -4744125.000000 Penalty: 5471.140625
	Iteration 47Q: 3 clusters Score -4744125 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47971 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -4744139.500000 Penalty: 5471.140625
	Iteration 48Q: 3 clusters Score -4744140 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48229 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -4744176.500000 Penalty: 5471.140625
	Iteration 49Q: 3 clusters Score -4744176 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48495 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -4744218.500000 Penalty: 5471.140625
	Iteration 50Q: 3 clusters Score -4744218 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48785 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -4744234.500000 Penalty: 5471.140625
	Iteration 51Q: 3 clusters Score -4744234 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49094 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -4744279.000000 Penalty: 5471.140625
	Iteration 52Q: 3 clusters Score -4744279 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49405 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -4744348.500000 Penalty: 5471.140625
	Iteration 53Q: 3 clusters Score -4744348 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49727 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -4744395.500000 Penalty: 5471.140625
	Iteration 54Q: 3 clusters Score -4744396 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50044 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -4744468.000000 Penalty: 5471.140625
	Iteration 55Q: 3 clusters Score -4744468 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50372 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -4744531.000000 Penalty: 5471.140625
	Iteration 56Q: 3 clusters Score -4744531 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50737 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -4744596.000000 Penalty: 5471.140625
	Iteration 57Q: 3 clusters Score -4744596 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51140 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -4744728.500000 Penalty: 5471.140625
	Iteration 58Q: 3 clusters Score -4744728 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51567 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -4744867.500000 Penalty: 5471.140625
	Iteration 59Q: 3 clusters Score -4744868 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52022 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -4745046.000000 Penalty: 5471.140625
	Iteration 60F: 3 clusters Score -4745046 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52535 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -4745275.000000 Penalty: 5471.140625
	Iteration 61Q: 3 clusters Score -4745275 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53075 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -4745505.000000 Penalty: 5471.140625
	Iteration 62Q: 3 clusters Score -4745505 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53586 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -4745679.500000 Penalty: 5471.140625
	Iteration 63Q: 3 clusters Score -4745680 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54072 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -4745844.000000 Penalty: 5471.140625
	Iteration 64Q: 3 clusters Score -4745844 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54554 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -4746024.000000 Penalty: 5471.140625
	Iteration 65Q: 3 clusters Score -4746024 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55031 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -4746174.500000 Penalty: 5471.140625
	Iteration 66Q: 3 clusters Score -4746174 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55489 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -4746326.500000 Penalty: 5471.140625
	Iteration 67Q: 3 clusters Score -4746326 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55941 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -4746479.500000 Penalty: 5471.140625
	Iteration 68Q: 3 clusters Score -4746480 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56325 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -4746605.500000 Penalty: 5471.140625
	Iteration 69Q: 3 clusters Score -4746606 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56675 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -4746710.000000 Penalty: 5471.140625
	Iteration 70Q: 3 clusters Score -4746710 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56991 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -4746812.500000 Penalty: 5471.140625
	Iteration 71Q: 3 clusters Score -4746812 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57296 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -4746903.000000 Penalty: 5471.140625
	Iteration 72Q: 3 clusters Score -4746903 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57566 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -4746998.000000 Penalty: 5471.140625
	Iteration 73Q: 3 clusters Score -4746998 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57803 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -4747098.500000 Penalty: 5471.140625
	Iteration 74Q: 3 clusters Score -4747098 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58014 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -4747158.000000 Penalty: 5471.140625
	Iteration 75Q: 3 clusters Score -4747158 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58188 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -4747207.000000 Penalty: 5471.140625
	Iteration 76Q: 3 clusters Score -4747207 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58376 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -4747275.500000 Penalty: 5471.140625
	Iteration 77Q: 3 clusters Score -4747276 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58536 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -4747330.500000 Penalty: 5471.140625
	Iteration 78Q: 3 clusters Score -4747330 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58669 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -4747365.000000 Penalty: 5471.140625
	Iteration 79Q: 3 clusters Score -4747365 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58793 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -4747407.500000 Penalty: 5471.140625
	Iteration 80F: 3 clusters Score -4747408 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58918 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -4747460.500000 Penalty: 5471.140625
	Iteration 81Q: 3 clusters Score -4747460 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59028 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -4747512.500000 Penalty: 5471.140625
	Iteration 82Q: 3 clusters Score -4747512 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59153 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -4747585.000000 Penalty: 5471.140625
	Iteration 83Q: 3 clusters Score -4747585 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59250 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -4747638.500000 Penalty: 5471.140625
	Iteration 84Q: 3 clusters Score -4747638 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59324 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -4747695.500000 Penalty: 5471.140625
	Iteration 85Q: 3 clusters Score -4747696 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59405 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -4747756.000000 Penalty: 5471.140625
	Iteration 86Q: 3 clusters Score -4747756 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59484 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -4747818.000000 Penalty: 5471.140625
	Iteration 87Q: 3 clusters Score -4747818 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59540 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -4747865.000000 Penalty: 5471.140625
	Iteration 88Q: 3 clusters Score -4747865 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59606 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -4747894.500000 Penalty: 5471.140625
	Iteration 89Q: 3 clusters Score -4747894 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59650 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -4747915.500000 Penalty: 5471.140625
	Iteration 90Q: 3 clusters Score -4747916 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59669 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -4747931.500000 Penalty: 5471.140625
	Iteration 91Q: 3 clusters Score -4747932 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59681 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -4747943.500000 Penalty: 5471.140625
	Iteration 92Q: 3 clusters Score -4747944 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59686 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -4747951.500000 Penalty: 5471.140625
	Iteration 93Q: 3 clusters Score -4747952 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59698 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -4747949.000000 Penalty: 5471.140625
	Iteration 94Q: 3 clusters Score -4747949 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59702 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -4747953.000000 Penalty: 5471.140625
	Iteration 95Q: 3 clusters Score -4747953 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59706 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -4747963.500000 Penalty: 5471.140625
	Iteration 96Q: 3 clusters Score -4747964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59705 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -4747968.000000 Penalty: 5471.140625
	Iteration 97Q: 3 clusters Score -4747968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59703 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -4747977.000000 Penalty: 5471.140625
	Iteration 98Q: 3 clusters Score -4747977 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59701 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -4747979.500000 Penalty: 5471.140625
	Iteration 99Q: 3 clusters Score -4747980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59698 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -4747979.500000 Penalty: 5471.140625
	Iteration 100F: 3 clusters Score -4747980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59698 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -4747978.000000 Penalty: 5471.140625
	Iteration 101Q: 3 clusters Score -4747978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59696 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -4747980.500000 Penalty: 5471.140625
	Iteration 102Q: 3 clusters Score -4747980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59696 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -4747986.000000 Penalty: 5471.140625
	Iteration 103Q: 3 clusters Score -4747986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59697 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -4747990.000000 Penalty: 5471.140625
	Iteration 104Q: 3 clusters Score -4747990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59698 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -4747989.000000 Penalty: 5471.140625
	Iteration 105Q: 3 clusters Score -4747989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59698 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -4747991.500000 Penalty: 5471.140625
	Iteration 106Q: 3 clusters Score -4747992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59698 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -4747991.500000 Penalty: 5471.140625
	Iteration 107F: 3 clusters Score -4747992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Entering Unmasked Estep 
Score: -393677.375000 Penalty: 2111.717773
	Iteration 0F: 2 clusters Score -393677.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -389234.437500 Penalty: 4223.435547
	Iteration 0F: 3 clusters Score -389234.4 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -390299.437500 Penalty: 4223.435547
	Iteration 1F: 3 clusters Score -390299.4 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -390524.781250 Penalty: 4223.435547
	Iteration 2F: 3 clusters Score -390524.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -390677.906250 Penalty: 4223.435547
	Iteration 3F: 3 clusters Score -390677.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -390807.593750 Penalty: 4223.435547
	Iteration 4Q: 3 clusters Score -390807.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -390916.343750 Penalty: 4223.435547
	Iteration 5Q: 3 clusters Score -390916.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -391002.343750 Penalty: 4223.435547
	Iteration 6Q: 3 clusters Score -391002.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -391072.968750 Penalty: 4223.435547
	Iteration 7Q: 3 clusters Score -391073 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -391151.531250 Penalty: 4223.435547
	Iteration 8Q: 3 clusters Score -391151.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -391219.343750 Penalty: 4223.435547
	Iteration 9Q: 3 clusters Score -391219.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -391277.000000 Penalty: 4223.435547
	Iteration 10Q: 3 clusters Score -391277 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -391314.562500 Penalty: 4223.435547
	Iteration 11Q: 3 clusters Score -391314.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -391357.781250 Penalty: 4223.435547
	Iteration 12Q: 3 clusters Score -391357.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -391401.281250 Penalty: 4223.435547
	Iteration 13Q: 3 clusters Score -391401.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -391435.375000 Penalty: 4223.435547
	Iteration 14Q: 3 clusters Score -391435.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -391473.156250 Penalty: 4223.435547
	Iteration 15Q: 3 clusters Score -391473.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -391515.406250 Penalty: 4223.435547
	Iteration 16Q: 3 clusters Score -391515.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -391554.750000 Penalty: 4223.435547
	Iteration 17Q: 3 clusters Score -391554.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -391601.593750 Penalty: 4223.435547
	Iteration 18Q: 3 clusters Score -391601.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -391647.687500 Penalty: 4223.435547
	Iteration 19Q: 3 clusters Score -391647.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -391688.843750 Penalty: 4223.435547
	Iteration 20F: 3 clusters Score -391688.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -391735.687500 Penalty: 4223.435547
	Iteration 21Q: 3 clusters Score -391735.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -391773.968750 Penalty: 4223.435547
	Iteration 22Q: 3 clusters Score -391774 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -391801.875000 Penalty: 4223.435547
	Iteration 23Q: 3 clusters Score -391801.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -391828.375000 Penalty: 4223.435547
	Iteration 24Q: 3 clusters Score -391828.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -391845.750000 Penalty: 4223.435547
	Iteration 25Q: 3 clusters Score -391845.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -391856.500000 Penalty: 4223.435547
	Iteration 26Q: 3 clusters Score -391856.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -391866.812500 Penalty: 4223.435547
	Iteration 27Q: 3 clusters Score -391866.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -391875.718750 Penalty: 4223.435547
	Iteration 28Q: 3 clusters Score -391875.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -391879.250000 Penalty: 4223.435547
	Iteration 29Q: 3 clusters Score -391879.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -391884.500000 Penalty: 4223.435547
	Iteration 30Q: 3 clusters Score -391884.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -391890.656250 Penalty: 4223.435547
	Iteration 31Q: 3 clusters Score -391890.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -391898.562500 Penalty: 4223.435547
	Iteration 32Q: 3 clusters Score -391898.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -391906.312500 Penalty: 4223.435547
	Iteration 33Q: 3 clusters Score -391906.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -391916.562500 Penalty: 4223.435547
	Iteration 34Q: 3 clusters Score -391916.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -391921.000000 Penalty: 4223.435547
	Iteration 35Q: 3 clusters Score -391921 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -391926.656250 Penalty: 4223.435547
	Iteration 36Q: 3 clusters Score -391926.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -391934.156250 Penalty: 4223.435547
	Iteration 37Q: 3 clusters Score -391934.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -391944.250000 Penalty: 4223.435547
	Iteration 38Q: 3 clusters Score -391944.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -391949.687500 Penalty: 4223.435547
	Iteration 39Q: 3 clusters Score -391949.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -391956.968750 Penalty: 4223.435547
	Iteration 40F: 3 clusters Score -391957 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -391958.843750 Penalty: 4223.435547
	Iteration 41Q: 3 clusters Score -391958.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -391962.031250 Penalty: 4223.435547
	Iteration 42Q: 3 clusters Score -391962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -391964.687500 Penalty: 4223.435547
	Iteration 43Q: 3 clusters Score -391964.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -391968.281250 Penalty: 4223.435547
	Iteration 44Q: 3 clusters Score -391968.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -391972.031250 Penalty: 4223.435547
	Iteration 45Q: 3 clusters Score -391972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -391973.500000 Penalty: 4223.435547
	Iteration 46Q: 3 clusters Score -391973.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -391975.125000 Penalty: 4223.435547
	Iteration 47Q: 3 clusters Score -391975.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -391978.687500 Penalty: 4223.435547
	Iteration 48Q: 3 clusters Score -391978.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -391979.843750 Penalty: 4223.435547
	Iteration 49Q: 3 clusters Score -391979.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -391979.968750 Penalty: 4223.435547
	Iteration 50Q: 3 clusters Score -391980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -391979.968750 Penalty: 4223.435547
	Iteration 51F: 3 clusters Score -391980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (6744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Entering Unmasked Estep 
Score: -496799.468750 Penalty: 2186.469238
	Iteration 0F: 2 clusters Score -496799.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -491329.125000 Penalty: 4372.938477
	Iteration 0F: 3 clusters Score -491329.1 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -493321.812500 Penalty: 4372.938477
	Iteration 1F: 3 clusters Score -493321.8 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -494290.062500 Penalty: 4372.938477
	Iteration 2F: 3 clusters Score -494290.1 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -495053.125000 Penalty: 4372.938477
	Iteration 3F: 3 clusters Score -495053.1 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -495543.843750 Penalty: 4372.938477
	Iteration 4F: 3 clusters Score -495543.8 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -495812.812500 Penalty: 4372.938477
	Iteration 5F: 3 clusters Score -495812.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -495958.406250 Penalty: 4372.938477
	Iteration 6Q: 3 clusters Score -495958.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -496038.937500 Penalty: 4372.938477
	Iteration 7Q: 3 clusters Score -496038.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -496095.968750 Penalty: 4372.938477
	Iteration 8Q: 3 clusters Score -496096 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -496136.281250 Penalty: 4372.938477
	Iteration 9Q: 3 clusters Score -496136.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -496164.187500 Penalty: 4372.938477
	Iteration 10Q: 3 clusters Score -496164.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -496183.000000 Penalty: 4372.938477
	Iteration 11Q: 3 clusters Score -496183 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -496200.625000 Penalty: 4372.938477
	Iteration 12Q: 3 clusters Score -496200.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -496221.187500 Penalty: 4372.938477
	Iteration 13Q: 3 clusters Score -496221.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -496238.468750 Penalty: 4372.938477
	Iteration 14Q: 3 clusters Score -496238.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -496249.125000 Penalty: 4372.938477
	Iteration 15Q: 3 clusters Score -496249.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -496257.437500 Penalty: 4372.938477
	Iteration 16Q: 3 clusters Score -496257.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -496262.125000 Penalty: 4372.938477
	Iteration 17Q: 3 clusters Score -496262.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -496268.437500 Penalty: 4372.938477
	Iteration 18Q: 3 clusters Score -496268.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -496270.500000 Penalty: 4372.938477
	Iteration 19Q: 3 clusters Score -496270.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -496272.125000 Penalty: 4372.938477
	Iteration 20F: 3 clusters Score -496272.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -496274.250000 Penalty: 4372.938477
	Iteration 21Q: 3 clusters Score -496274.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -496275.562500 Penalty: 4372.938477
	Iteration 22Q: 3 clusters Score -496275.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -496277.562500 Penalty: 4372.938477
	Iteration 23Q: 3 clusters Score -496277.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -496277.812500 Penalty: 4372.938477
	Iteration 24Q: 3 clusters Score -496277.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -496277.687500 Penalty: 4372.938477
	Iteration 25Q: 3 clusters Score -496277.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -496278.750000 Penalty: 4372.938477
	Iteration 26Q: 3 clusters Score -496278.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -496279.812500 Penalty: 4372.938477
	Iteration 27Q: 3 clusters Score -496279.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -496281.093750 Penalty: 4372.938477
	Iteration 28Q: 3 clusters Score -496281.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -496282.656250 Penalty: 4372.938477
	Iteration 29Q: 3 clusters Score -496282.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -496284.437500 Penalty: 4372.938477
	Iteration 30Q: 3 clusters Score -496284.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -496284.812500 Penalty: 4372.938477
	Iteration 31Q: 3 clusters Score -496284.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -496285.718750 Penalty: 4372.938477
	Iteration 32Q: 3 clusters Score -496285.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -496286.468750 Penalty: 4372.938477
	Iteration 33Q: 3 clusters Score -496286.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -496286.625000 Penalty: 4372.938477
	Iteration 34Q: 3 clusters Score -496286.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -496287.125000 Penalty: 4372.938477
	Iteration 35Q: 3 clusters Score -496287.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -496286.875000 Penalty: 4372.938477
	Iteration 36Q: 3 clusters Score -496286.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -496289.125000 Penalty: 4372.938477
	Iteration 37Q: 3 clusters Score -496289.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -496290.093750 Penalty: 4372.938477
	Iteration 38Q: 3 clusters Score -496290.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -496291.562500 Penalty: 4372.938477
	Iteration 39Q: 3 clusters Score -496291.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -496291.812500 Penalty: 4372.938477
	Iteration 40F: 3 clusters Score -496291.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -496293.062500 Penalty: 4372.938477
	Iteration 41Q: 3 clusters Score -496293.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -496295.125000 Penalty: 4372.938477
	Iteration 42Q: 3 clusters Score -496295.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -496296.718750 Penalty: 4372.938477
	Iteration 43Q: 3 clusters Score -496296.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -496300.156250 Penalty: 4372.938477
	Iteration 44Q: 3 clusters Score -496300.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -496301.343750 Penalty: 4372.938477
	Iteration 45Q: 3 clusters Score -496301.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -496305.500000 Penalty: 4372.938477
	Iteration 46Q: 3 clusters Score -496305.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -496306.812500 Penalty: 4372.938477
	Iteration 47Q: 3 clusters Score -496306.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -496308.000000 Penalty: 4372.938477
	Iteration 48Q: 3 clusters Score -496308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -496308.250000 Penalty: 4372.938477
	Iteration 49Q: 3 clusters Score -496308.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -496308.250000 Penalty: 4372.938477
	Iteration 50F: 3 clusters Score -496308.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -238864.000000 Penalty: 1998.543579
	Iteration 0F: 2 clusters Score -238864 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -235494.234375 Penalty: 3997.087158
	Iteration 0F: 3 clusters Score -235494.2 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -236222.640625 Penalty: 3997.087158
	Iteration 1F: 3 clusters Score -236222.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -236423.859375 Penalty: 3997.087158
	Iteration 2F: 3 clusters Score -236423.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -236533.453125 Penalty: 3997.087158
	Iteration 3Q: 3 clusters Score -236533.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -236600.078125 Penalty: 3997.087158
	Iteration 4Q: 3 clusters Score -236600.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -236647.140625 Penalty: 3997.087158
	Iteration 5Q: 3 clusters Score -236647.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -236684.171875 Penalty: 3997.087158
	Iteration 6Q: 3 clusters Score -236684.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -236715.265625 Penalty: 3997.087158
	Iteration 7Q: 3 clusters Score -236715.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -236741.984375 Penalty: 3997.087158
	Iteration 8Q: 3 clusters Score -236742 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -236768.937500 Penalty: 3997.087158
	Iteration 9Q: 3 clusters Score -236768.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -236792.875000 Penalty: 3997.087158
	Iteration 10Q: 3 clusters Score -236792.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -236820.625000 Penalty: 3997.087158
	Iteration 11Q: 3 clusters Score -236820.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -236853.328125 Penalty: 3997.087158
	Iteration 12Q: 3 clusters Score -236853.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -236888.906250 Penalty: 3997.087158
	Iteration 13Q: 3 clusters Score -236888.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -236926.843750 Penalty: 3997.087158
	Iteration 14Q: 3 clusters Score -236926.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -236954.578125 Penalty: 3997.087158
	Iteration 15Q: 3 clusters Score -236954.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -236986.562500 Penalty: 3997.087158
	Iteration 16Q: 3 clusters Score -236986.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -237008.890625 Penalty: 3997.087158
	Iteration 17Q: 3 clusters Score -237008.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -237027.062500 Penalty: 3997.087158
	Iteration 18Q: 3 clusters Score -237027.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -237043.437500 Penalty: 3997.087158
	Iteration 19Q: 3 clusters Score -237043.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -237061.781250 Penalty: 3997.087158
	Iteration 20F: 3 clusters Score -237061.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -237076.093750 Penalty: 3997.087158
	Iteration 21Q: 3 clusters Score -237076.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -237087.625000 Penalty: 3997.087158
	Iteration 22Q: 3 clusters Score -237087.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -237100.406250 Penalty: 3997.087158
	Iteration 23Q: 3 clusters Score -237100.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -237112.203125 Penalty: 3997.087158
	Iteration 24Q: 3 clusters Score -237112.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -237122.453125 Penalty: 3997.087158
	Iteration 25Q: 3 clusters Score -237122.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -237132.609375 Penalty: 3997.087158
	Iteration 26Q: 3 clusters Score -237132.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -237140.437500 Penalty: 3997.087158
	Iteration 27Q: 3 clusters Score -237140.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -237147.843750 Penalty: 3997.087158
	Iteration 28Q: 3 clusters Score -237147.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -237149.843750 Penalty: 3997.087158
	Iteration 29Q: 3 clusters Score -237149.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -237152.843750 Penalty: 3997.087158
	Iteration 30Q: 3 clusters Score -237152.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -237160.593750 Penalty: 3997.087158
	Iteration 31Q: 3 clusters Score -237160.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -237165.687500 Penalty: 3997.087158
	Iteration 32Q: 3 clusters Score -237165.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -237169.000000 Penalty: 3997.087158
	Iteration 33Q: 3 clusters Score -237169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -237169.875000 Penalty: 3997.087158
	Iteration 34Q: 3 clusters Score -237169.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -237169.875000 Penalty: 3997.087158
	Iteration 35F: 3 clusters Score -237169.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (74922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74922 members 
Entering Unmasked Estep 
Score: -6086120.000000 Penalty: 2783.602295
	Iteration 0F: 2 clusters Score -6086120 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37521 members 
Mstep: Class 2 contains 37401 members 
Entering Unmasked Estep 
Score: -6035887.000000 Penalty: 5567.204590
	Iteration 0F: 3 clusters Score -6035887 nChanged 35038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38433 members 
Mstep: Class 2 contains 36489 members 
Entering Unmasked Estep 
Score: -6055775.000000 Penalty: 5567.204590
	Iteration 1F: 3 clusters Score -6055775 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39265 members 
Mstep: Class 2 contains 35657 members 
Entering Unmasked Estep 
Score: -6056422.500000 Penalty: 5567.204590
	Iteration 2Q: 3 clusters Score -6056422 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40520 members 
Mstep: Class 2 contains 34402 members 
Entering Unmasked Estep 
Score: -6057302.000000 Penalty: 5567.204590
	Iteration 3Q: 3 clusters Score -6057302 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42393 members 
Mstep: Class 2 contains 32529 members 
Entering Unmasked Estep 
Score: -6058453.500000 Penalty: 5567.204590
	Iteration 4Q: 3 clusters Score -6058454 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45094 members 
Mstep: Class 2 contains 29828 members 
Entering Unmasked Estep 
Score: -6060218.000000 Penalty: 5567.204590
	Iteration 5Q: 3 clusters Score -6060218 nChanged 4525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48739 members 
Mstep: Class 2 contains 26183 members 
Entering Unmasked Estep 
Score: -6062941.500000 Penalty: 5567.204590
	Iteration 6F: 3 clusters Score -6062942 nChanged 5415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53374 members 
Mstep: Class 2 contains 21548 members 
Entering Unmasked Estep 
Score: -6066768.000000 Penalty: 5567.204590
	Iteration 7F: 3 clusters Score -6066768 nChanged 5640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58414 members 
Mstep: Class 2 contains 16508 members 
Entering Unmasked Estep 
Score: -6071251.500000 Penalty: 5567.204590
	Iteration 8F: 3 clusters Score -6071252 nChanged 5064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63084 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -6075654.000000 Penalty: 5567.204590
	Iteration 9F: 3 clusters Score -6075654 nChanged 4069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66875 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -6079197.500000 Penalty: 5567.204590
	Iteration 10F: 3 clusters Score -6079198 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69385 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -6081346.500000 Penalty: 5567.204590
	Iteration 11Q: 3 clusters Score -6081346 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70948 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -6082666.500000 Penalty: 5567.204590
	Iteration 12Q: 3 clusters Score -6082666 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71848 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -6083327.000000 Penalty: 5567.204590
	Iteration 13Q: 3 clusters Score -6083327 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72356 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -6083683.000000 Penalty: 5567.204590
	Iteration 14Q: 3 clusters Score -6083683 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72651 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -6083864.000000 Penalty: 5567.204590
	Iteration 15Q: 3 clusters Score -6083864 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72849 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -6083978.500000 Penalty: 5567.204590
	Iteration 16Q: 3 clusters Score -6083978 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72985 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -6084045.000000 Penalty: 5567.204590
	Iteration 17Q: 3 clusters Score -6084045 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73070 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -6084097.000000 Penalty: 5567.204590
	Iteration 18Q: 3 clusters Score -6084097 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73133 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -6084121.000000 Penalty: 5567.204590
	Iteration 19Q: 3 clusters Score -6084121 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73183 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -6084163.500000 Penalty: 5567.204590
	Iteration 20F: 3 clusters Score -6084164 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73232 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -6084179.000000 Penalty: 5567.204590
	Iteration 21Q: 3 clusters Score -6084179 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73266 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -6084197.000000 Penalty: 5567.204590
	Iteration 22Q: 3 clusters Score -6084197 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73299 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -6084212.500000 Penalty: 5567.204590
	Iteration 23Q: 3 clusters Score -6084212 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73322 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -6084230.500000 Penalty: 5567.204590
	Iteration 24Q: 3 clusters Score -6084230 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73333 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -6084235.000000 Penalty: 5567.204590
	Iteration 25Q: 3 clusters Score -6084235 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73343 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -6084229.000000 Penalty: 5567.204590
	Iteration 26Q: 3 clusters Score -6084229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73347 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -6084231.000000 Penalty: 5567.204590
	Iteration 27Q: 3 clusters Score -6084231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73346 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -6084233.000000 Penalty: 5567.204590
	Iteration 28Q: 3 clusters Score -6084233 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73347 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -6084245.500000 Penalty: 5567.204590
	Iteration 29Q: 3 clusters Score -6084246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73348 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -6084243.000000 Penalty: 5567.204590
	Iteration 30Q: 3 clusters Score -6084243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73349 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -6084241.500000 Penalty: 5567.204590
	Iteration 31Q: 3 clusters Score -6084242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73349 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -6084241.500000 Penalty: 5567.204590
	Iteration 32F: 3 clusters Score -6084242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Entering Unmasked Estep 
Score: -311739.656250 Penalty: 2076.813232
	Iteration 0F: 2 clusters Score -311739.7 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 2211 members 
Entering Unmasked Estep 
Score: -307632.718750 Penalty: 4153.626465
	Iteration 0F: 3 clusters Score -307632.7 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -308601.343750 Penalty: 4153.626465
	Iteration 1F: 3 clusters Score -308601.3 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -308827.312500 Penalty: 4153.626465
	Iteration 2F: 3 clusters Score -308827.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -308951.156250 Penalty: 4153.626465
	Iteration 3F: 3 clusters Score -308951.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -309042.125000 Penalty: 4153.626465
	Iteration 4Q: 3 clusters Score -309042.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -309104.218750 Penalty: 4153.626465
	Iteration 5Q: 3 clusters Score -309104.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -309149.343750 Penalty: 4153.626465
	Iteration 6Q: 3 clusters Score -309149.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -309182.937500 Penalty: 4153.626465
	Iteration 7Q: 3 clusters Score -309182.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -309213.531250 Penalty: 4153.626465
	Iteration 8Q: 3 clusters Score -309213.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -309241.718750 Penalty: 4153.626465
	Iteration 9Q: 3 clusters Score -309241.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -309274.500000 Penalty: 4153.626465
	Iteration 10Q: 3 clusters Score -309274.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -309290.906250 Penalty: 4153.626465
	Iteration 11Q: 3 clusters Score -309290.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -309305.562500 Penalty: 4153.626465
	Iteration 12Q: 3 clusters Score -309305.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -309318.000000 Penalty: 4153.626465
	Iteration 13Q: 3 clusters Score -309318 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -309328.062500 Penalty: 4153.626465
	Iteration 14Q: 3 clusters Score -309328.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -309337.656250 Penalty: 4153.626465
	Iteration 15Q: 3 clusters Score -309337.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -309346.093750 Penalty: 4153.626465
	Iteration 16Q: 3 clusters Score -309346.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -309349.812500 Penalty: 4153.626465
	Iteration 17Q: 3 clusters Score -309349.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -309353.375000 Penalty: 4153.626465
	Iteration 18Q: 3 clusters Score -309353.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -309360.343750 Penalty: 4153.626465
	Iteration 19Q: 3 clusters Score -309360.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -309365.906250 Penalty: 4153.626465
	Iteration 20F: 3 clusters Score -309365.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -309372.531250 Penalty: 4153.626465
	Iteration 21Q: 3 clusters Score -309372.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -309376.500000 Penalty: 4153.626465
	Iteration 22Q: 3 clusters Score -309376.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -309379.500000 Penalty: 4153.626465
	Iteration 23Q: 3 clusters Score -309379.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -309382.406250 Penalty: 4153.626465
	Iteration 24Q: 3 clusters Score -309382.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -309384.812500 Penalty: 4153.626465
	Iteration 25Q: 3 clusters Score -309384.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -309386.625000 Penalty: 4153.626465
	Iteration 26Q: 3 clusters Score -309386.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -309387.781250 Penalty: 4153.626465
	Iteration 27Q: 3 clusters Score -309387.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -309388.343750 Penalty: 4153.626465
	Iteration 28Q: 3 clusters Score -309388.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -309389.718750 Penalty: 4153.626465
	Iteration 29Q: 3 clusters Score -309389.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -309390.593750 Penalty: 4153.626465
	Iteration 30Q: 3 clusters Score -309390.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -309391.187500 Penalty: 4153.626465
	Iteration 31Q: 3 clusters Score -309391.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -309392.000000 Penalty: 4153.626465
	Iteration 32Q: 3 clusters Score -309392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -309393.718750 Penalty: 4153.626465
	Iteration 33Q: 3 clusters Score -309393.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -309395.875000 Penalty: 4153.626465
	Iteration 34Q: 3 clusters Score -309395.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -309397.437500 Penalty: 4153.626465
	Iteration 35Q: 3 clusters Score -309397.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -309398.468750 Penalty: 4153.626465
	Iteration 36Q: 3 clusters Score -309398.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -309400.093750 Penalty: 4153.626465
	Iteration 37Q: 3 clusters Score -309400.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -309403.750000 Penalty: 4153.626465
	Iteration 38Q: 3 clusters Score -309403.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -309403.937500 Penalty: 4153.626465
	Iteration 39Q: 3 clusters Score -309403.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -309406.625000 Penalty: 4153.626465
	Iteration 40F: 3 clusters Score -309406.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -309409.937500 Penalty: 4153.626465
	Iteration 41Q: 3 clusters Score -309409.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -309413.906250 Penalty: 4153.626465
	Iteration 42Q: 3 clusters Score -309413.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -309419.843750 Penalty: 4153.626465
	Iteration 43Q: 3 clusters Score -309419.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -309424.468750 Penalty: 4153.626465
	Iteration 44Q: 3 clusters Score -309424.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -309428.906250 Penalty: 4153.626465
	Iteration 45Q: 3 clusters Score -309428.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -309435.062500 Penalty: 4153.626465
	Iteration 46Q: 3 clusters Score -309435.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -309438.812500 Penalty: 4153.626465
	Iteration 47Q: 3 clusters Score -309438.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -309442.500000 Penalty: 4153.626465
	Iteration 48Q: 3 clusters Score -309442.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -309445.906250 Penalty: 4153.626465
	Iteration 49Q: 3 clusters Score -309445.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -309450.093750 Penalty: 4153.626465
	Iteration 50Q: 3 clusters Score -309450.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -309453.281250 Penalty: 4153.626465
	Iteration 51Q: 3 clusters Score -309453.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -309458.968750 Penalty: 4153.626465
	Iteration 52Q: 3 clusters Score -309459 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -309466.781250 Penalty: 4153.626465
	Iteration 53Q: 3 clusters Score -309466.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -309473.812500 Penalty: 4153.626465
	Iteration 54Q: 3 clusters Score -309473.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -309482.562500 Penalty: 4153.626465
	Iteration 55Q: 3 clusters Score -309482.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -309488.187500 Penalty: 4153.626465
	Iteration 56Q: 3 clusters Score -309488.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -309491.000000 Penalty: 4153.626465
	Iteration 57Q: 3 clusters Score -309491 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -309494.656250 Penalty: 4153.626465
	Iteration 58Q: 3 clusters Score -309494.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -309499.750000 Penalty: 4153.626465
	Iteration 59Q: 3 clusters Score -309499.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -309506.218750 Penalty: 4153.626465
	Iteration 60F: 3 clusters Score -309506.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -309510.343750 Penalty: 4153.626465
	Iteration 61Q: 3 clusters Score -309510.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -309514.406250 Penalty: 4153.626465
	Iteration 62Q: 3 clusters Score -309514.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -309518.031250 Penalty: 4153.626465
	Iteration 63Q: 3 clusters Score -309518 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -309520.250000 Penalty: 4153.626465
	Iteration 64Q: 3 clusters Score -309520.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -309524.281250 Penalty: 4153.626465
	Iteration 65Q: 3 clusters Score -309524.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -309525.187500 Penalty: 4153.626465
	Iteration 66Q: 3 clusters Score -309525.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -309527.531250 Penalty: 4153.626465
	Iteration 67Q: 3 clusters Score -309527.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -309530.812500 Penalty: 4153.626465
	Iteration 68Q: 3 clusters Score -309530.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -309533.187500 Penalty: 4153.626465
	Iteration 69Q: 3 clusters Score -309533.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -309533.968750 Penalty: 4153.626465
	Iteration 70Q: 3 clusters Score -309534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -309535.812500 Penalty: 4153.626465
	Iteration 71Q: 3 clusters Score -309535.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -309538.562500 Penalty: 4153.626465
	Iteration 72Q: 3 clusters Score -309538.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -309542.250000 Penalty: 4153.626465
	Iteration 73Q: 3 clusters Score -309542.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -309545.750000 Penalty: 4153.626465
	Iteration 74Q: 3 clusters Score -309545.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -309550.125000 Penalty: 4153.626465
	Iteration 75Q: 3 clusters Score -309550.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -309557.093750 Penalty: 4153.626465
	Iteration 76Q: 3 clusters Score -309557.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -309563.468750 Penalty: 4153.626465
	Iteration 77Q: 3 clusters Score -309563.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -309571.843750 Penalty: 4153.626465
	Iteration 78Q: 3 clusters Score -309571.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -309578.875000 Penalty: 4153.626465
	Iteration 79Q: 3 clusters Score -309578.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -309589.437500 Penalty: 4153.626465
	Iteration 80F: 3 clusters Score -309589.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -309597.750000 Penalty: 4153.626465
	Iteration 81Q: 3 clusters Score -309597.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -309604.093750 Penalty: 4153.626465
	Iteration 82Q: 3 clusters Score -309604.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -309617.281250 Penalty: 4153.626465
	Iteration 83Q: 3 clusters Score -309617.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -309630.968750 Penalty: 4153.626465
	Iteration 84Q: 3 clusters Score -309631 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -309643.812500 Penalty: 4153.626465
	Iteration 85Q: 3 clusters Score -309643.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -309661.906250 Penalty: 4153.626465
	Iteration 86Q: 3 clusters Score -309661.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -309677.281250 Penalty: 4153.626465
	Iteration 87Q: 3 clusters Score -309677.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -309691.156250 Penalty: 4153.626465
	Iteration 88Q: 3 clusters Score -309691.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -309713.687500 Penalty: 4153.626465
	Iteration 89Q: 3 clusters Score -309713.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -309740.718750 Penalty: 4153.626465
	Iteration 90Q: 3 clusters Score -309740.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -309769.250000 Penalty: 4153.626465
	Iteration 91Q: 3 clusters Score -309769.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -309800.343750 Penalty: 4153.626465
	Iteration 92Q: 3 clusters Score -309800.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -309821.750000 Penalty: 4153.626465
	Iteration 93Q: 3 clusters Score -309821.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -309839.468750 Penalty: 4153.626465
	Iteration 94Q: 3 clusters Score -309839.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -309859.843750 Penalty: 4153.626465
	Iteration 95Q: 3 clusters Score -309859.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -309878.656250 Penalty: 4153.626465
	Iteration 96Q: 3 clusters Score -309878.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -309911.906250 Penalty: 4153.626465
	Iteration 97Q: 3 clusters Score -309911.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -309948.000000 Penalty: 4153.626465
	Iteration 98Q: 3 clusters Score -309948 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -309986.718750 Penalty: 4153.626465
	Iteration 99Q: 3 clusters Score -309986.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -310010.906250 Penalty: 4153.626465
	Iteration 100F: 3 clusters Score -310010.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -310035.781250 Penalty: 4153.626465
	Iteration 101Q: 3 clusters Score -310035.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -310060.812500 Penalty: 4153.626465
	Iteration 102Q: 3 clusters Score -310060.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -310078.437500 Penalty: 4153.626465
	Iteration 103Q: 3 clusters Score -310078.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -310087.218750 Penalty: 4153.626465
	Iteration 104Q: 3 clusters Score -310087.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -310092.531250 Penalty: 4153.626465
	Iteration 105Q: 3 clusters Score -310092.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -310097.281250 Penalty: 4153.626465
	Iteration 106Q: 3 clusters Score -310097.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -310104.937500 Penalty: 4153.626465
	Iteration 107Q: 3 clusters Score -310104.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -310109.968750 Penalty: 4153.626465
	Iteration 108Q: 3 clusters Score -310110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -310113.156250 Penalty: 4153.626465
	Iteration 109Q: 3 clusters Score -310113.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -310113.906250 Penalty: 4153.626465
	Iteration 110Q: 3 clusters Score -310113.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -310113.906250 Penalty: 4153.626465
	Iteration 111F: 3 clusters Score -310113.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 113903 members 
Mstep: Class 2 contains 44730 members 
Mstep: Class 3 contains 1258 members 
Mstep: Class 4 contains 152383 members 
Mstep: Class 5 contains 8904 members 
Mstep: Class 6 contains 10932 members 
Mstep: Class 7 contains 27827 members 
Mstep: Class 8 contains 3159 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3306 members 
Mstep: Class 11 contains 8135 members 
Mstep: Class 12 contains 11733 members 
Mstep: Class 13 contains 69329 members 
Mstep: Class 14 contains 2461 members 
Mstep: Class 15 contains 23436 members 
Mstep: Class 16 contains 2125 members 
Mstep: Class 17 contains 16071 members 
Mstep: Class 18 contains 76549 members 
Mstep: Class 19 contains 8712 members 
Mstep: Class 20 contains 11839 members 
Mstep: Class 21 contains 23789 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2869 members 
Mstep: Class 24 contains 67496 members 
Mstep: Class 25 contains 17053 members 
Mstep: Class 26 contains 4589 members 
Mstep: Class 27 contains 61730 members 
Mstep: Class 28 contains 4989 members 
Mstep: Class 29 contains 6744 members 
Mstep: Class 30 contains 3161 members 
Mstep: Class 31 contains 74922 members 
Mstep: Class 32 contains 4334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977536.000000 Penalty: 123221.835938
Iteration 119Q: 36 clusters Score -1.119775e+08 nChanged 4909
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 114295 members 
Mstep: Class 2 contains 44796 members 
Mstep: Class 3 contains 1258 members 
Mstep: Class 4 contains 152370 members 
Mstep: Class 5 contains 8906 members 
Mstep: Class 6 contains 10962 members 
Mstep: Class 7 contains 28004 members 
Mstep: Class 8 contains 3157 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3331 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 11785 members 
Mstep: Class 13 contains 69481 members 
Mstep: Class 14 contains 2462 members 
Mstep: Class 15 contains 23498 members 
Mstep: Class 16 contains 2585 members 
Mstep: Class 17 contains 16120 members 
Mstep: Class 18 contains 76589 members 
Mstep: Class 19 contains 8712 members 
Mstep: Class 20 contains 12413 members 
Mstep: Class 21 contains 23948 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2898 members 
Mstep: Class 24 contains 67687 members 
Mstep: Class 25 contains 17041 members 
Mstep: Class 26 contains 4611 members 
Mstep: Class 27 contains 61956 members 
Mstep: Class 28 contains 5016 members 
Mstep: Class 29 contains 6747 members 
Mstep: Class 30 contains 3161 members 
Mstep: Class 31 contains 75167 members 
Mstep: Class 32 contains 4340 members 
Mstep: Class 33 contains 7254 members 
Mstep: Class 34 contains 4673 members 
Mstep: Class 35 contains 568425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111978552.000000 Penalty: 123221.835938
Iteration 120F: 36 clusters Score -1.119786e+08 nChanged 4997
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 114446 members 
Mstep: Class 2 contains 44851 members 
Mstep: Class 3 contains 1257 members 
Mstep: Class 4 contains 152327 members 
Mstep: Class 5 contains 8909 members 
Mstep: Class 6 contains 10868 members 
Mstep: Class 7 contains 28064 members 
Mstep: Class 8 contains 3158 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3349 members 
Mstep: Class 11 contains 8135 members 
Mstep: Class 12 contains 11797 members 
Mstep: Class 13 contains 68754 members 
Mstep: Class 14 contains 2457 members 
Mstep: Class 15 contains 23442 members 
Mstep: Class 16 contains 2818 members 
Mstep: Class 17 contains 16059 members 
Mstep: Class 18 contains 76491 members 
Mstep: Class 19 contains 8712 members 
Mstep: Class 20 contains 12770 members 
Mstep: Class 21 contains 23937 members 
Mstep: Class 22 contains 8438 members 
Mstep: Class 23 contains 2757 members 
Mstep: Class 24 contains 67637 members 
Mstep: Class 25 contains 16942 members 
Mstep: Class 26 contains 4609 members 
Mstep: Class 27 contains 61941 members 
Mstep: Class 28 contains 5016 members 
Mstep: Class 29 contains 6721 members 
Mstep: Class 30 contains 3163 members 
Mstep: Class 31 contains 75181 members 
Mstep: Class 32 contains 4324 members 
Mstep: Class 33 contains 7461 members 
Mstep: Class 34 contains 4606 members 
Mstep: Class 35 contains 568825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111978784.000000 Penalty: 123221.835938
Iteration 121Q: 36 clusters Score -1.119788e+08 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 114616 members 
Mstep: Class 2 contains 44905 members 
Mstep: Class 3 contains 1256 members 
Mstep: Class 4 contains 152322 members 
Mstep: Class 5 contains 8911 members 
Mstep: Class 6 contains 10797 members 
Mstep: Class 7 contains 28151 members 
Mstep: Class 8 contains 3160 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3353 members 
Mstep: Class 11 contains 8134 members 
Mstep: Class 12 contains 11830 members 
Mstep: Class 13 contains 68236 members 
Mstep: Class 14 contains 2457 members 
Mstep: Class 15 contains 23394 members 
Mstep: Class 16 contains 2969 members 
Mstep: Class 17 contains 16027 members 
Mstep: Class 18 contains 76460 members 
Mstep: Class 19 contains 8710 members 
Mstep: Class 20 contains 13115 members 
Mstep: Class 21 contains 23937 members 
Mstep: Class 22 contains 8439 members 
Mstep: Class 23 contains 2685 members 
Mstep: Class 24 contains 67649 members 
Mstep: Class 25 contains 16881 members 
Mstep: Class 26 contains 4613 members 
Mstep: Class 27 contains 61942 members 
Mstep: Class 28 contains 5022 members 
Mstep: Class 29 contains 6707 members 
Mstep: Class 30 contains 3164 members 
Mstep: Class 31 contains 75183 members 
Mstep: Class 32 contains 4332 members 
Mstep: Class 33 contains 7550 members 
Mstep: Class 34 contains 4527 members 
Mstep: Class 35 contains 568788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111978424.000000 Penalty: 123221.835938
Iteration 122Q: 36 clusters Score -1.119784e+08 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 114771 members 
Mstep: Class 2 contains 44964 members 
Mstep: Class 3 contains 1257 members 
Mstep: Class 4 contains 152330 members 
Mstep: Class 5 contains 8912 members 
Mstep: Class 6 contains 10727 members 
Mstep: Class 7 contains 28248 members 
Mstep: Class 8 contains 3157 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3354 members 
Mstep: Class 11 contains 8134 members 
Mstep: Class 12 contains 11871 members 
Mstep: Class 13 contains 67852 members 
Mstep: Class 14 contains 2457 members 
Mstep: Class 15 contains 23368 members 
Mstep: Class 16 contains 3069 members 
Mstep: Class 17 contains 15996 members 
Mstep: Class 18 contains 76438 members 
Mstep: Class 19 contains 8709 members 
Mstep: Class 20 contains 13456 members 
Mstep: Class 21 contains 23937 members 
Mstep: Class 22 contains 8439 members 
Mstep: Class 23 contains 2635 members 
Mstep: Class 24 contains 67671 members 
Mstep: Class 25 contains 16828 members 
Mstep: Class 26 contains 4623 members 
Mstep: Class 27 contains 61921 members 
Mstep: Class 28 contains 5027 members 
Mstep: Class 29 contains 6703 members 
Mstep: Class 30 contains 3167 members 
Mstep: Class 31 contains 75210 members 
Mstep: Class 32 contains 4331 members 
Mstep: Class 33 contains 7606 members 
Mstep: Class 34 contains 4466 members 
Mstep: Class 35 contains 568588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111978960.000000 Penalty: 123221.835938
Iteration 123Q: 36 clusters Score -1.11979e+08 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 114931 members 
Mstep: Class 2 contains 45016 members 
Mstep: Class 3 contains 1257 members 
Mstep: Class 4 contains 152319 members 
Mstep: Class 5 contains 8914 members 
Mstep: Class 6 contains 10685 members 
Mstep: Class 7 contains 28344 members 
Mstep: Class 8 contains 3156 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3355 members 
Mstep: Class 11 contains 8133 members 
Mstep: Class 12 contains 11932 members 
Mstep: Class 13 contains 67557 members 
Mstep: Class 14 contains 2458 members 
Mstep: Class 15 contains 23348 members 
Mstep: Class 16 contains 3187 members 
Mstep: Class 17 contains 15972 members 
Mstep: Class 18 contains 76427 members 
Mstep: Class 19 contains 8708 members 
Mstep: Class 20 contains 13764 members 
Mstep: Class 21 contains 23939 members 
Mstep: Class 22 contains 8439 members 
Mstep: Class 23 contains 2599 members 
Mstep: Class 24 contains 67692 members 
Mstep: Class 25 contains 16773 members 
Mstep: Class 26 contains 4633 members 
Mstep: Class 27 contains 61880 members 
Mstep: Class 28 contains 5036 members 
Mstep: Class 29 contains 6697 members 
Mstep: Class 30 contains 3170 members 
Mstep: Class 31 contains 75237 members 
Mstep: Class 32 contains 4337 members 
Mstep: Class 33 contains 7641 members 
Mstep: Class 34 contains 4414 members 
Mstep: Class 35 contains 568272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111978840.000000 Penalty: 123221.835938
Iteration 124Q: 36 clusters Score -1.119788e+08 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115086 members 
Mstep: Class 2 contains 45070 members 
Mstep: Class 3 contains 1257 members 
Mstep: Class 4 contains 152316 members 
Mstep: Class 5 contains 8916 members 
Mstep: Class 6 contains 10669 members 
Mstep: Class 7 contains 28438 members 
Mstep: Class 8 contains 3157 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3359 members 
Mstep: Class 11 contains 8133 members 
Mstep: Class 12 contains 11977 members 
Mstep: Class 13 contains 67305 members 
Mstep: Class 14 contains 2454 members 
Mstep: Class 15 contains 23323 members 
Mstep: Class 16 contains 3288 members 
Mstep: Class 17 contains 15946 members 
Mstep: Class 18 contains 76404 members 
Mstep: Class 19 contains 8706 members 
Mstep: Class 20 contains 14040 members 
Mstep: Class 21 contains 23933 members 
Mstep: Class 22 contains 8439 members 
Mstep: Class 23 contains 2572 members 
Mstep: Class 24 contains 67741 members 
Mstep: Class 25 contains 16725 members 
Mstep: Class 26 contains 4639 members 
Mstep: Class 27 contains 61854 members 
Mstep: Class 28 contains 5054 members 
Mstep: Class 29 contains 6696 members 
Mstep: Class 30 contains 3173 members 
Mstep: Class 31 contains 75267 members 
Mstep: Class 32 contains 4338 members 
Mstep: Class 33 contains 7658 members 
Mstep: Class 34 contains 4394 members 
Mstep: Class 35 contains 567895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111979008.000000 Penalty: 123221.835938
Iteration 125Q: 36 clusters Score -1.11979e+08 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115237 members 
Mstep: Class 2 contains 45107 members 
Mstep: Class 3 contains 1257 members 
Mstep: Class 4 contains 152320 members 
Mstep: Class 5 contains 8918 members 
Mstep: Class 6 contains 10640 members 
Mstep: Class 7 contains 28559 members 
Mstep: Class 8 contains 3160 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3363 members 
Mstep: Class 11 contains 8132 members 
Mstep: Class 12 contains 12034 members 
Mstep: Class 13 contains 67104 members 
Mstep: Class 14 contains 2452 members 
Mstep: Class 15 contains 23286 members 
Mstep: Class 16 contains 3383 members 
Mstep: Class 17 contains 15944 members 
Mstep: Class 18 contains 76380 members 
Mstep: Class 19 contains 8706 members 
Mstep: Class 20 contains 14309 members 
Mstep: Class 21 contains 23925 members 
Mstep: Class 22 contains 8440 members 
Mstep: Class 23 contains 2554 members 
Mstep: Class 24 contains 67780 members 
Mstep: Class 25 contains 16671 members 
Mstep: Class 26 contains 4645 members 
Mstep: Class 27 contains 61835 members 
Mstep: Class 28 contains 5062 members 
Mstep: Class 29 contains 6697 members 
Mstep: Class 30 contains 3175 members 
Mstep: Class 31 contains 75292 members 
Mstep: Class 32 contains 4342 members 
Mstep: Class 33 contains 7670 members 
Mstep: Class 34 contains 4364 members 
Mstep: Class 35 contains 567479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111979464.000000 Penalty: 123221.835938
Iteration 126Q: 36 clusters Score -1.119795e+08 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115380 members 
Mstep: Class 2 contains 45154 members 
Mstep: Class 3 contains 1256 members 
Mstep: Class 4 contains 152318 members 
Mstep: Class 5 contains 8919 members 
Mstep: Class 6 contains 10613 members 
Mstep: Class 7 contains 28664 members 
Mstep: Class 8 contains 3163 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3364 members 
Mstep: Class 11 contains 8132 members 
Mstep: Class 12 contains 12082 members 
Mstep: Class 13 contains 66943 members 
Mstep: Class 14 contains 2451 members 
Mstep: Class 15 contains 23258 members 
Mstep: Class 16 contains 3491 members 
Mstep: Class 17 contains 15941 members 
Mstep: Class 18 contains 76366 members 
Mstep: Class 19 contains 8706 members 
Mstep: Class 20 contains 14550 members 
Mstep: Class 21 contains 23908 members 
Mstep: Class 22 contains 8439 members 
Mstep: Class 23 contains 2538 members 
Mstep: Class 24 contains 67809 members 
Mstep: Class 25 contains 16619 members 
Mstep: Class 26 contains 4644 members 
Mstep: Class 27 contains 61798 members 
Mstep: Class 28 contains 5073 members 
Mstep: Class 29 contains 6700 members 
Mstep: Class 30 contains 3179 members 
Mstep: Class 31 contains 75308 members 
Mstep: Class 32 contains 4349 members 
Mstep: Class 33 contains 7679 members 
Mstep: Class 34 contains 4336 members 
Mstep: Class 35 contains 567092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111979552.000000 Penalty: 123221.835938
Iteration 127Q: 36 clusters Score -1.119796e+08 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115521 members 
Mstep: Class 2 contains 45202 members 
Mstep: Class 3 contains 1256 members 
Mstep: Class 4 contains 152322 members 
Mstep: Class 5 contains 8917 members 
Mstep: Class 6 contains 10589 members 
Mstep: Class 7 contains 28768 members 
Mstep: Class 8 contains 3163 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3364 members 
Mstep: Class 11 contains 8132 members 
Mstep: Class 12 contains 12144 members 
Mstep: Class 13 contains 66798 members 
Mstep: Class 14 contains 2451 members 
Mstep: Class 15 contains 23232 members 
Mstep: Class 16 contains 3588 members 
Mstep: Class 17 contains 15936 members 
Mstep: Class 18 contains 76354 members 
Mstep: Class 19 contains 8707 members 
Mstep: Class 20 contains 14806 members 
Mstep: Class 21 contains 23905 members 
Mstep: Class 22 contains 8439 members 
Mstep: Class 23 contains 2524 members 
Mstep: Class 24 contains 67848 members 
Mstep: Class 25 contains 16565 members 
Mstep: Class 26 contains 4635 members 
Mstep: Class 27 contains 61740 members 
Mstep: Class 28 contains 5090 members 
Mstep: Class 29 contains 6700 members 
Mstep: Class 30 contains 3185 members 
Mstep: Class 31 contains 75322 members 
Mstep: Class 32 contains 4358 members 
Mstep: Class 33 contains 7691 members 
Mstep: Class 34 contains 4301 members 
Mstep: Class 35 contains 566669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111979648.000000 Penalty: 123221.835938
Iteration 128Q: 36 clusters Score -1.119796e+08 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115652 members 
Mstep: Class 2 contains 45247 members 
Mstep: Class 3 contains 1256 members 
Mstep: Class 4 contains 152328 members 
Mstep: Class 5 contains 8915 members 
Mstep: Class 6 contains 10557 members 
Mstep: Class 7 contains 28869 members 
Mstep: Class 8 contains 3163 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3364 members 
Mstep: Class 11 contains 8132 members 
Mstep: Class 12 contains 12194 members 
Mstep: Class 13 contains 66668 members 
Mstep: Class 14 contains 2450 members 
Mstep: Class 15 contains 23214 members 
Mstep: Class 16 contains 3660 members 
Mstep: Class 17 contains 15930 members 
Mstep: Class 18 contains 76351 members 
Mstep: Class 19 contains 8708 members 
Mstep: Class 20 contains 15039 members 
Mstep: Class 21 contains 23891 members 
Mstep: Class 22 contains 8439 members 
Mstep: Class 23 contains 2514 members 
Mstep: Class 24 contains 67872 members 
Mstep: Class 25 contains 16521 members 
Mstep: Class 26 contains 4633 members 
Mstep: Class 27 contains 61708 members 
Mstep: Class 28 contains 5107 members 
Mstep: Class 29 contains 6705 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 75343 members 
Mstep: Class 32 contains 4364 members 
Mstep: Class 33 contains 7701 members 
Mstep: Class 34 contains 4271 members 
Mstep: Class 35 contains 566268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111979600.000000 Penalty: 123221.835938
Iteration 129Q: 36 clusters Score -1.119796e+08 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115775 members 
Mstep: Class 2 contains 45304 members 
Mstep: Class 3 contains 1256 members 
Mstep: Class 4 contains 152327 members 
Mstep: Class 5 contains 8913 members 
Mstep: Class 6 contains 10524 members 
Mstep: Class 7 contains 28969 members 
Mstep: Class 8 contains 3166 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3365 members 
Mstep: Class 11 contains 8132 members 
Mstep: Class 12 contains 12242 members 
Mstep: Class 13 contains 66540 members 
Mstep: Class 14 contains 2449 members 
Mstep: Class 15 contains 23197 members 
Mstep: Class 16 contains 3719 members 
Mstep: Class 17 contains 15915 members 
Mstep: Class 18 contains 76341 members 
Mstep: Class 19 contains 8709 members 
Mstep: Class 20 contains 15250 members 
Mstep: Class 21 contains 23849 members 
Mstep: Class 22 contains 8439 members 
Mstep: Class 23 contains 2503 members 
Mstep: Class 24 contains 67893 members 
Mstep: Class 25 contains 16496 members 
Mstep: Class 26 contains 4627 members 
Mstep: Class 27 contains 61705 members 
Mstep: Class 28 contains 5130 members 
Mstep: Class 29 contains 6704 members 
Mstep: Class 30 contains 3189 members 
Mstep: Class 31 contains 75363 members 
Mstep: Class 32 contains 4364 members 
Mstep: Class 33 contains 7707 members 
Mstep: Class 34 contains 4265 members 
Mstep: Class 35 contains 565895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111979608.000000 Penalty: 123221.835938
Iteration 130Q: 36 clusters Score -1.119796e+08 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115871 members 
Mstep: Class 2 contains 45367 members 
Mstep: Class 3 contains 1256 members 
Mstep: Class 4 contains 152327 members 
Mstep: Class 5 contains 8912 members 
Mstep: Class 6 contains 10485 members 
Mstep: Class 7 contains 29075 members 
Mstep: Class 8 contains 3167 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3367 members 
Mstep: Class 11 contains 8132 members 
Mstep: Class 12 contains 12286 members 
Mstep: Class 13 contains 66438 members 
Mstep: Class 14 contains 2449 members 
Mstep: Class 15 contains 23179 members 
Mstep: Class 16 contains 3769 members 
Mstep: Class 17 contains 15901 members 
Mstep: Class 18 contains 76336 members 
Mstep: Class 19 contains 8710 members 
Mstep: Class 20 contains 15447 members 
Mstep: Class 21 contains 23821 members 
Mstep: Class 22 contains 8439 members 
Mstep: Class 23 contains 2489 members 
Mstep: Class 24 contains 67918 members 
Mstep: Class 25 contains 16467 members 
Mstep: Class 26 contains 4625 members 
Mstep: Class 27 contains 61691 members 
Mstep: Class 28 contains 5152 members 
Mstep: Class 29 contains 6692 members 
Mstep: Class 30 contains 3189 members 
Mstep: Class 31 contains 75382 members 
Mstep: Class 32 contains 4365 members 
Mstep: Class 33 contains 7714 members 
Mstep: Class 34 contains 4250 members 
Mstep: Class 35 contains 565554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111979952.000000 Penalty: 123221.835938
Iteration 131Q: 36 clusters Score -1.1198e+08 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115980 members 
Mstep: Class 2 contains 45414 members 
Mstep: Class 3 contains 1256 members 
Mstep: Class 4 contains 152333 members 
Mstep: Class 5 contains 8912 members 
Mstep: Class 6 contains 10459 members 
Mstep: Class 7 contains 29180 members 
Mstep: Class 8 contains 3168 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3368 members 
Mstep: Class 11 contains 8132 members 
Mstep: Class 12 contains 12329 members 
Mstep: Class 13 contains 66345 members 
Mstep: Class 14 contains 2450 members 
Mstep: Class 15 contains 23160 members 
Mstep: Class 16 contains 3813 members 
Mstep: Class 17 contains 15894 members 
Mstep: Class 18 contains 76333 members 
Mstep: Class 19 contains 8711 members 
Mstep: Class 20 contains 15621 members 
Mstep: Class 21 contains 23802 members 
Mstep: Class 22 contains 8439 members 
Mstep: Class 23 contains 2481 members 
Mstep: Class 24 contains 67934 members 
Mstep: Class 25 contains 16445 members 
Mstep: Class 26 contains 4607 members 
Mstep: Class 27 contains 61665 members 
Mstep: Class 28 contains 5179 members 
Mstep: Class 29 contains 6682 members 
Mstep: Class 30 contains 3191 members 
Mstep: Class 31 contains 75408 members 
Mstep: Class 32 contains 4368 members 
Mstep: Class 33 contains 7718 members 
Mstep: Class 34 contains 4246 members 
Mstep: Class 35 contains 565199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111980184.000000 Penalty: 123221.835938
Iteration 132Q: 36 clusters Score -1.119802e+08 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 116081 members 
Mstep: Class 2 contains 45476 members 
Mstep: Class 3 contains 1256 members 
Mstep: Class 4 contains 152331 members 
Mstep: Class 5 contains 8912 members 
Mstep: Class 6 contains 10432 members 
Mstep: Class 7 contains 29284 members 
Mstep: Class 8 contains 3170 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3371 members 
Mstep: Class 11 contains 8132 members 
Mstep: Class 12 contains 12374 members 
Mstep: Class 13 contains 66262 members 
Mstep: Class 14 contains 2451 members 
Mstep: Class 15 contains 23145 members 
Mstep: Class 16 contains 3875 members 
Mstep: Class 17 contains 15892 members 
Mstep: Class 18 contains 76304 members 
Mstep: Class 19 contains 8710 members 
Mstep: Class 20 contains 15789 members 
Mstep: Class 21 contains 23785 members 
Mstep: Class 22 contains 8439 members 
Mstep: Class 23 contains 2473 members 
Mstep: Class 24 contains 67955 members 
Mstep: Class 25 contains 16411 members 
Mstep: Class 26 contains 4584 members 
Mstep: Class 27 contains 61643 members 
Mstep: Class 28 contains 5227 members 
Mstep: Class 29 contains 6681 members 
Mstep: Class 30 contains 3190 members 
Mstep: Class 31 contains 75439 members 
Mstep: Class 32 contains 4366 members 
Mstep: Class 33 contains 7719 members 
Mstep: Class 34 contains 4251 members 
Mstep: Class 35 contains 564812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111980192.000000 Penalty: 123221.835938
Iteration 133Q: 36 clusters Score -1.119802e+08 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 116174 members 
Mstep: Class 2 contains 45522 members 
Mstep: Class 3 contains 1256 members 
Mstep: Class 4 contains 152329 members 
Mstep: Class 5 contains 8912 members 
Mstep: Class 6 contains 10400 members 
Mstep: Class 7 contains 29370 members 
Mstep: Class 8 contains 3170 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 11 contains 8132 members 
Mstep: Class 12 contains 12419 members 
Mstep: Class 13 contains 66179 members 
Mstep: Class 14 contains 2451 members 
Mstep: Class 15 contains 23132 members 
Mstep: Class 16 contains 3916 members 
Mstep: Class 17 contains 15888 members 
Mstep: Class 18 contains 76285 members 
Mstep: Class 19 contains 8711 members 
Mstep: Class 20 contains 15950 members 
Mstep: Class 21 contains 23783 members 
Mstep: Class 22 contains 8439 members 
Mstep: Class 23 contains 2467 members 
Mstep: Class 24 contains 67986 members 
Mstep: Class 25 contains 16386 members 
Mstep: Class 26 contains 4566 members 
Mstep: Class 27 contains 61626 members 
Mstep: Class 28 contains 5265 members 
Mstep: Class 29 contains 6677 members 
Mstep: Class 30 contains 3191 members 
Mstep: Class 31 contains 75465 members 
Mstep: Class 32 contains 4369 members 
Mstep: Class 33 contains 7722 members 
Mstep: Class 34 contains 4244 members 
Mstep: Class 35 contains 564467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111980376.000000 Penalty: 123221.835938
Iteration 134Q: 36 clusters Score -1.119804e+08 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 116257 members 
Mstep: Class 2 contains 45561 members 
Mstep: Class 3 contains 1256 members 
Mstep: Class 4 contains 152328 members 
Mstep: Class 5 contains 8912 members 
Mstep: Class 6 contains 10375 members 
Mstep: Class 7 contains 29460 members 
Mstep: Class 8 contains 3172 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 11 contains 8132 members 
Mstep: Class 12 contains 12454 members 
Mstep: Class 13 contains 66110 members 
Mstep: Class 14 contains 2450 members 
Mstep: Class 15 contains 23121 members 
Mstep: Class 16 contains 3969 members 
Mstep: Class 17 contains 15888 members 
Mstep: Class 18 contains 76257 members 
Mstep: Class 19 contains 8713 members 
Mstep: Class 20 contains 16117 members 
Mstep: Class 21 contains 23785 members 
Mstep: Class 22 contains 8439 members 
Mstep: Class 23 contains 2462 members 
Mstep: Class 24 contains 68023 members 
Mstep: Class 25 contains 16358 members 
Mstep: Class 26 contains 4566 members 
Mstep: Class 27 contains 61613 members 
Mstep: Class 28 contains 5298 members 
Mstep: Class 29 contains 6675 members 
Mstep: Class 30 contains 3191 members 
Mstep: Class 31 contains 75487 members 
Mstep: Class 32 contains 4372 members 
Mstep: Class 33 contains 7724 members 
Mstep: Class 34 contains 4236 members 
Mstep: Class 35 contains 564088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111980752.000000 Penalty: 123221.835938
Iteration 135Q: 36 clusters Score -1.119808e+08 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 116355 members 
Mstep: Class 2 contains 45591 members 
Mstep: Class 3 contains 1256 members 
Mstep: Class 4 contains 152319 members 
Mstep: Class 5 contains 8911 members 
Mstep: Class 6 contains 10357 members 
Mstep: Class 7 contains 29562 members 
Mstep: Class 8 contains 3173 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 11 contains 8132 members 
Mstep: Class 12 contains 12496 members 
Mstep: Class 13 contains 66042 members 
Mstep: Class 14 contains 2450 members 
Mstep: Class 15 contains 23116 members 
Mstep: Class 16 contains 4008 members 
Mstep: Class 17 contains 15893 members 
Mstep: Class 18 contains 76237 members 
Mstep: Class 19 contains 8713 members 
Mstep: Class 20 contains 16313 members 
Mstep: Class 21 contains 23803 members 
Mstep: Class 22 contains 8439 members 
Mstep: Class 23 contains 2461 members 
Mstep: Class 24 contains 68049 members 
Mstep: Class 25 contains 16328 members 
Mstep: Class 26 contains 4569 members 
Mstep: Class 27 contains 61580 members 
Mstep: Class 28 contains 5327 members 
Mstep: Class 29 contains 6674 members 
Mstep: Class 30 contains 3192 members 
Mstep: Class 31 contains 75493 members 
Mstep: Class 32 contains 4374 members 
Mstep: Class 33 contains 7725 members 
Mstep: Class 34 contains 4221 members 
Mstep: Class 35 contains 563690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111980664.000000 Penalty: 123221.835938
Iteration 136Q: 36 clusters Score -1.119807e+08 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 116454 members 
Mstep: Class 2 contains 45612 members 
Mstep: Class 3 contains 1256 members 
Mstep: Class 4 contains 152312 members 
Mstep: Class 5 contains 8910 members 
Mstep: Class 6 contains 10338 members 
Mstep: Class 7 contains 29678 members 
Mstep: Class 8 contains 3172 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 11 contains 8132 members 
Mstep: Class 12 contains 12543 members 
Mstep: Class 13 contains 65969 members 
Mstep: Class 14 contains 2448 members 
Mstep: Class 15 contains 23107 members 
Mstep: Class 16 contains 4035 members 
Mstep: Class 17 contains 15892 members 
Mstep: Class 18 contains 76222 members 
Mstep: Class 19 contains 8715 members 
Mstep: Class 20 contains 16499 members 
Mstep: Class 21 contains 23803 members 
Mstep: Class 22 contains 8439 members 
Mstep: Class 23 contains 2459 members 
Mstep: Class 24 contains 68083 members 
Mstep: Class 25 contains 16302 members 
Mstep: Class 26 contains 4567 members 
Mstep: Class 27 contains 61551 members 
Mstep: Class 28 contains 5361 members 
Mstep: Class 29 contains 6675 members 
Mstep: Class 30 contains 3191 members 
Mstep: Class 31 contains 75504 members 
Mstep: Class 32 contains 4375 members 
Mstep: Class 33 contains 7727 members 
Mstep: Class 34 contains 4210 members 
Mstep: Class 35 contains 563308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111980928.000000 Penalty: 123221.835938
Iteration 137Q: 36 clusters Score -1.119809e+08 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 116557 members 
Mstep: Class 2 contains 45630 members 
Mstep: Class 3 contains 1256 members 
Mstep: Class 4 contains 152313 members 
Mstep: Class 5 contains 8909 members 
Mstep: Class 6 contains 10327 members 
Mstep: Class 7 contains 29794 members 
Mstep: Class 8 contains 3175 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3374 members 
Mstep: Class 11 contains 8132 members 
Mstep: Class 12 contains 12586 members 
Mstep: Class 13 contains 65903 members 
Mstep: Class 14 contains 2448 members 
Mstep: Class 15 contains 23095 members 
Mstep: Class 16 contains 4065 members 
Mstep: Class 17 contains 15886 members 
Mstep: Class 18 contains 76195 members 
Mstep: Class 19 contains 8716 members 
Mstep: Class 20 contains 16659 members 
Mstep: Class 21 contains 23801 members 
Mstep: Class 22 contains 8439 members 
Mstep: Class 23 contains 2456 members 
Mstep: Class 24 contains 68100 members 
Mstep: Class 25 contains 16279 members 
Mstep: Class 26 contains 4558 members 
Mstep: Class 27 contains 61533 members 
Mstep: Class 28 contains 5396 members 
Mstep: Class 29 contains 6674 members 
Mstep: Class 30 contains 3190 members 
Mstep: Class 31 contains 75520 members 
Mstep: Class 32 contains 4377 members 
Mstep: Class 33 contains 7726 members 
Mstep: Class 34 contains 4197 members 
Mstep: Class 35 contains 562956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111981024.000000 Penalty: 123221.835938
Iteration 138Q: 36 clusters Score -1.11981e+08 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 116643 members 
Mstep: Class 2 contains 45648 members 
Mstep: Class 3 contains 1256 members 
Mstep: Class 4 contains 152312 members 
Mstep: Class 5 contains 8910 members 
Mstep: Class 6 contains 10312 members 
Mstep: Class 7 contains 29902 members 
Mstep: Class 8 contains 3176 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3374 members 
Mstep: Class 11 contains 8132 members 
Mstep: Class 12 contains 12625 members 
Mstep: Class 13 contains 65838 members 
Mstep: Class 14 contains 2448 members 
Mstep: Class 15 contains 23093 members 
Mstep: Class 16 contains 4089 members 
Mstep: Class 17 contains 15881 members 
Mstep: Class 18 contains 76177 members 
Mstep: Class 19 contains 8714 members 
Mstep: Class 20 contains 16810 members 
Mstep: Class 21 contains 23789 members 
Mstep: Class 22 contains 8439 members 
Mstep: Class 23 contains 2454 members 
Mstep: Class 24 contains 68110 members 
Mstep: Class 25 contains 16262 members 
Mstep: Class 26 contains 4534 members 
Mstep: Class 27 contains 61509 members 
Mstep: Class 28 contains 5440 members 
Mstep: Class 29 contains 6672 members 
Mstep: Class 30 contains 3191 members 
Mstep: Class 31 contains 75540 members 
Mstep: Class 32 contains 4377 members 
Mstep: Class 33 contains 7726 members 
Mstep: Class 34 contains 4186 members 
Mstep: Class 35 contains 562653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111981144.000000 Penalty: 123221.835938
Iteration 139Q: 36 clusters Score -1.119811e+08 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 116729 members 
Mstep: Class 2 contains 45668 members 
Mstep: Class 3 contains 1256 members 
Mstep: Class 4 contains 152305 members 
Mstep: Class 5 contains 8908 members 
Mstep: Class 6 contains 10302 members 
Mstep: Class 7 contains 30007 members 
Mstep: Class 8 contains 3175 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3374 members 
Mstep: Class 11 contains 8132 members 
Mstep: Class 12 contains 12660 members 
Mstep: Class 13 contains 65789 members 
Mstep: Class 14 contains 2449 members 
Mstep: Class 15 contains 23093 members 
Mstep: Class 16 contains 4106 members 
Mstep: Class 17 contains 15877 members 
Mstep: Class 18 contains 76150 members 
Mstep: Class 19 contains 8714 members 
Mstep: Class 20 contains 16964 members 
Mstep: Class 21 contains 23798 members 
Mstep: Class 22 contains 8438 members 
Mstep: Class 23 contains 2454 members 
Mstep: Class 24 contains 68126 members 
Mstep: Class 25 contains 16250 members 
Mstep: Class 26 contains 4507 members 
Mstep: Class 27 contains 61496 members 
Mstep: Class 28 contains 5481 members 
Mstep: Class 29 contains 6670 members 
Mstep: Class 30 contains 3191 members 
Mstep: Class 31 contains 75553 members 
Mstep: Class 32 contains 4374 members 
Mstep: Class 33 contains 7726 members 
Mstep: Class 34 contains 4174 members 
Mstep: Class 35 contains 562326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111981424.000000 Penalty: 123221.835938
Iteration 140F: 36 clusters Score -1.119814e+08 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 116824 members 
Mstep: Class 2 contains 45690 members 
Mstep: Class 3 contains 1256 members 
Mstep: Class 4 contains 152301 members 
Mstep: Class 5 contains 8907 members 
Mstep: Class 6 contains 10296 members 
Mstep: Class 7 contains 30090 members 
Mstep: Class 8 contains 3176 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3374 members 
Mstep: Class 11 contains 8132 members 
Mstep: Class 12 contains 12698 members 
Mstep: Class 13 contains 65742 members 
Mstep: Class 14 contains 2446 members 
Mstep: Class 15 contains 23100 members 
Mstep: Class 16 contains 4126 members 
Mstep: Class 17 contains 15874 members 
Mstep: Class 18 contains 76130 members 
Mstep: Class 19 contains 8715 members 
Mstep: Class 20 contains 17111 members 
Mstep: Class 21 contains 23824 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2455 members 
Mstep: Class 24 contains 68139 members 
Mstep: Class 25 contains 16227 members 
Mstep: Class 26 contains 4454 members 
Mstep: Class 27 contains 61459 members 
Mstep: Class 28 contains 5511 members 
Mstep: Class 29 contains 6667 members 
Mstep: Class 30 contains 3189 members 
Mstep: Class 31 contains 75557 members 
Mstep: Class 32 contains 4371 members 
Mstep: Class 33 contains 7725 members 
Mstep: Class 34 contains 4165 members 
Mstep: Class 35 contains 562054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111981576.000000 Penalty: 123221.835938
Iteration 141Q: 36 clusters Score -1.119816e+08 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 116899 members 
Mstep: Class 2 contains 45714 members 
Mstep: Class 3 contains 1256 members 
Mstep: Class 4 contains 152290 members 
Mstep: Class 5 contains 8908 members 
Mstep: Class 6 contains 10283 members 
Mstep: Class 7 contains 30179 members 
Mstep: Class 8 contains 3179 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3374 members 
Mstep: Class 11 contains 8132 members 
Mstep: Class 12 contains 12731 members 
Mstep: Class 13 contains 65704 members 
Mstep: Class 14 contains 2445 members 
Mstep: Class 15 contains 23090 members 
Mstep: Class 16 contains 4146 members 
Mstep: Class 17 contains 15870 members 
Mstep: Class 18 contains 76118 members 
Mstep: Class 19 contains 8715 members 
Mstep: Class 20 contains 17248 members 
Mstep: Class 21 contains 23842 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2451 members 
Mstep: Class 24 contains 68144 members 
Mstep: Class 25 contains 16201 members 
Mstep: Class 26 contains 4414 members 
Mstep: Class 27 contains 61434 members 
Mstep: Class 28 contains 5548 members 
Mstep: Class 29 contains 6664 members 
Mstep: Class 30 contains 3187 members 
Mstep: Class 31 contains 75564 members 
Mstep: Class 32 contains 4373 members 
Mstep: Class 33 contains 7726 members 
Mstep: Class 34 contains 4160 members 
Mstep: Class 35 contains 561796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111981496.000000 Penalty: 123221.835938
Iteration 142Q: 36 clusters Score -1.119815e+08 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 116972 members 
Mstep: Class 2 contains 45746 members 
Mstep: Class 3 contains 1256 members 
Mstep: Class 4 contains 152278 members 
Mstep: Class 5 contains 8908 members 
Mstep: Class 6 contains 10272 members 
Mstep: Class 7 contains 30270 members 
Mstep: Class 8 contains 3181 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3374 members 
Mstep: Class 11 contains 8132 members 
Mstep: Class 12 contains 12761 members 
Mstep: Class 13 contains 65675 members 
Mstep: Class 14 contains 2443 members 
Mstep: Class 15 contains 23084 members 
Mstep: Class 16 contains 4160 members 
Mstep: Class 17 contains 15864 members 
Mstep: Class 18 contains 76108 members 
Mstep: Class 19 contains 8716 members 
Mstep: Class 20 contains 17390 members 
Mstep: Class 21 contains 23866 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2451 members 
Mstep: Class 24 contains 68151 members 
Mstep: Class 25 contains 16180 members 
Mstep: Class 26 contains 4386 members 
Mstep: Class 27 contains 61418 members 
Mstep: Class 28 contains 5573 members 
Mstep: Class 29 contains 6663 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 75581 members 
Mstep: Class 32 contains 4384 members 
Mstep: Class 33 contains 7726 members 
Mstep: Class 34 contains 4145 members 
Mstep: Class 35 contains 561483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111981416.000000 Penalty: 123221.835938
Iteration 143Q: 36 clusters Score -1.119814e+08 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 117051 members 
Mstep: Class 2 contains 45768 members 
Mstep: Class 3 contains 1255 members 
Mstep: Class 4 contains 152275 members 
Mstep: Class 5 contains 8908 members 
Mstep: Class 6 contains 10253 members 
Mstep: Class 7 contains 30333 members 
Mstep: Class 8 contains 3182 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3374 members 
Mstep: Class 11 contains 8132 members 
Mstep: Class 12 contains 12790 members 
Mstep: Class 13 contains 65644 members 
Mstep: Class 14 contains 2440 members 
Mstep: Class 15 contains 23080 members 
Mstep: Class 16 contains 4170 members 
Mstep: Class 17 contains 15857 members 
Mstep: Class 18 contains 76098 members 
Mstep: Class 19 contains 8717 members 
Mstep: Class 20 contains 17510 members 
Mstep: Class 21 contains 23897 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2449 members 
Mstep: Class 24 contains 68171 members 
Mstep: Class 25 contains 16152 members 
Mstep: Class 26 contains 4355 members 
Mstep: Class 27 contains 61412 members 
Mstep: Class 28 contains 5589 members 
Mstep: Class 29 contains 6659 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 75596 members 
Mstep: Class 32 contains 4388 members 
Mstep: Class 33 contains 7726 members 
Mstep: Class 34 contains 4136 members 
Mstep: Class 35 contains 561230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111981512.000000 Penalty: 123221.835938
Iteration 144Q: 36 clusters Score -1.119815e+08 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 117139 members 
Mstep: Class 2 contains 45774 members 
Mstep: Class 3 contains 1255 members 
Mstep: Class 4 contains 152276 members 
Mstep: Class 5 contains 8908 members 
Mstep: Class 6 contains 10241 members 
Mstep: Class 7 contains 30396 members 
Mstep: Class 8 contains 3181 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3374 members 
Mstep: Class 11 contains 8132 members 
Mstep: Class 12 contains 12820 members 
Mstep: Class 13 contains 65622 members 
Mstep: Class 14 contains 2435 members 
Mstep: Class 15 contains 23086 members 
Mstep: Class 16 contains 4182 members 
Mstep: Class 17 contains 15849 members 
Mstep: Class 18 contains 76085 members 
Mstep: Class 19 contains 8718 members 
Mstep: Class 20 contains 17632 members 
Mstep: Class 21 contains 23919 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2447 members 
Mstep: Class 24 contains 68181 members 
Mstep: Class 25 contains 16135 members 
Mstep: Class 26 contains 4329 members 
Mstep: Class 27 contains 61411 members 
Mstep: Class 28 contains 5598 members 
Mstep: Class 29 contains 6657 members 
Mstep: Class 30 contains 3187 members 
Mstep: Class 31 contains 75608 members 
Mstep: Class 32 contains 4392 members 
Mstep: Class 33 contains 7730 members 
Mstep: Class 34 contains 4127 members 
Mstep: Class 35 contains 560959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111981304.000000 Penalty: 123221.835938
Iteration 145Q: 36 clusters Score -1.119813e+08 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 117220 members 
Mstep: Class 2 contains 45779 members 
Mstep: Class 3 contains 1255 members 
Mstep: Class 4 contains 152262 members 
Mstep: Class 5 contains 8909 members 
Mstep: Class 6 contains 10227 members 
Mstep: Class 7 contains 30465 members 
Mstep: Class 8 contains 3181 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3375 members 
Mstep: Class 11 contains 8132 members 
Mstep: Class 12 contains 12842 members 
Mstep: Class 13 contains 65603 members 
Mstep: Class 14 contains 2436 members 
Mstep: Class 15 contains 23070 members 
Mstep: Class 16 contains 4197 members 
Mstep: Class 17 contains 15847 members 
Mstep: Class 18 contains 76080 members 
Mstep: Class 19 contains 8717 members 
Mstep: Class 20 contains 17757 members 
Mstep: Class 21 contains 23936 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2444 members 
Mstep: Class 24 contains 68187 members 
Mstep: Class 25 contains 16114 members 
Mstep: Class 26 contains 4345 members 
Mstep: Class 27 contains 61407 members 
Mstep: Class 28 contains 5607 members 
Mstep: Class 29 contains 6653 members 
Mstep: Class 30 contains 3187 members 
Mstep: Class 31 contains 75623 members 
Mstep: Class 32 contains 4390 members 
Mstep: Class 33 contains 7731 members 
Mstep: Class 34 contains 4121 members 
Mstep: Class 35 contains 560686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111981520.000000 Penalty: 123221.835938
Iteration 146Q: 36 clusters Score -1.119815e+08 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 117290 members 
Mstep: Class 2 contains 45791 members 
Mstep: Class 3 contains 1255 members 
Mstep: Class 4 contains 152239 members 
Mstep: Class 5 contains 8909 members 
Mstep: Class 6 contains 10210 members 
Mstep: Class 7 contains 30532 members 
Mstep: Class 8 contains 3180 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3375 members 
Mstep: Class 11 contains 8132 members 
Mstep: Class 12 contains 12871 members 
Mstep: Class 13 contains 65561 members 
Mstep: Class 14 contains 2435 members 
Mstep: Class 15 contains 23068 members 
Mstep: Class 16 contains 4205 members 
Mstep: Class 17 contains 15843 members 
Mstep: Class 18 contains 76074 members 
Mstep: Class 19 contains 8716 members 
Mstep: Class 20 contains 17882 members 
Mstep: Class 21 contains 23941 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2444 members 
Mstep: Class 24 contains 68199 members 
Mstep: Class 25 contains 16104 members 
Mstep: Class 26 contains 4362 members 
Mstep: Class 27 contains 61389 members 
Mstep: Class 28 contains 5616 members 
Mstep: Class 29 contains 6653 members 
Mstep: Class 30 contains 3187 members 
Mstep: Class 31 contains 75634 members 
Mstep: Class 32 contains 4389 members 
Mstep: Class 33 contains 7733 members 
Mstep: Class 34 contains 4117 members 
Mstep: Class 35 contains 560449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111981872.000000 Penalty: 123221.835938
Iteration 147Q: 36 clusters Score -1.119819e+08 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 117354 members 
Mstep: Class 2 contains 45800 members 
Mstep: Class 3 contains 1255 members 
Mstep: Class 4 contains 152225 members 
Mstep: Class 5 contains 8909 members 
Mstep: Class 6 contains 10191 members 
Mstep: Class 7 contains 30613 members 
Mstep: Class 8 contains 3179 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3376 members 
Mstep: Class 11 contains 8132 members 
Mstep: Class 12 contains 12897 members 
Mstep: Class 13 contains 65514 members 
Mstep: Class 14 contains 2435 members 
Mstep: Class 15 contains 23063 members 
Mstep: Class 16 contains 4214 members 
Mstep: Class 17 contains 15842 members 
Mstep: Class 18 contains 76073 members 
Mstep: Class 19 contains 8716 members 
Mstep: Class 20 contains 18012 members 
Mstep: Class 21 contains 23949 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2441 members 
Mstep: Class 24 contains 68213 members 
Mstep: Class 25 contains 16087 members 
Mstep: Class 26 contains 4359 members 
Mstep: Class 27 contains 61369 members 
Mstep: Class 28 contains 5614 members 
Mstep: Class 29 contains 6650 members 
Mstep: Class 30 contains 3185 members 
Mstep: Class 31 contains 75652 members 
Mstep: Class 32 contains 4396 members 
Mstep: Class 33 contains 7735 members 
Mstep: Class 34 contains 4106 members 
Mstep: Class 35 contains 560229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111981936.000000 Penalty: 123221.835938
Iteration 148Q: 36 clusters Score -1.119819e+08 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 117421 members 
Mstep: Class 2 contains 45800 members 
Mstep: Class 3 contains 1255 members 
Mstep: Class 4 contains 152216 members 
Mstep: Class 5 contains 8909 members 
Mstep: Class 6 contains 10177 members 
Mstep: Class 7 contains 30690 members 
Mstep: Class 8 contains 3178 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3377 members 
Mstep: Class 11 contains 8132 members 
Mstep: Class 12 contains 12915 members 
Mstep: Class 13 contains 65467 members 
Mstep: Class 14 contains 2435 members 
Mstep: Class 15 contains 23058 members 
Mstep: Class 16 contains 4230 members 
Mstep: Class 17 contains 15838 members 
Mstep: Class 18 contains 76075 members 
Mstep: Class 19 contains 8716 members 
Mstep: Class 20 contains 18118 members 
Mstep: Class 21 contains 23943 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2436 members 
Mstep: Class 24 contains 68222 members 
Mstep: Class 25 contains 16075 members 
Mstep: Class 26 contains 4359 members 
Mstep: Class 27 contains 61351 members 
Mstep: Class 28 contains 5619 members 
Mstep: Class 29 contains 6647 members 
Mstep: Class 30 contains 3185 members 
Mstep: Class 31 contains 75667 members 
Mstep: Class 32 contains 4404 members 
Mstep: Class 33 contains 7738 members 
Mstep: Class 34 contains 4106 members 
Mstep: Class 35 contains 560026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111981864.000000 Penalty: 123221.835938
Iteration 149Q: 36 clusters Score -1.119819e+08 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 117495 members 
Mstep: Class 2 contains 45803 members 
Mstep: Class 3 contains 1255 members 
Mstep: Class 4 contains 152208 members 
Mstep: Class 5 contains 8909 members 
Mstep: Class 6 contains 10164 members 
Mstep: Class 7 contains 30750 members 
Mstep: Class 8 contains 3178 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3377 members 
Mstep: Class 11 contains 8132 members 
Mstep: Class 12 contains 12937 members 
Mstep: Class 13 contains 65433 members 
Mstep: Class 14 contains 2436 members 
Mstep: Class 15 contains 23048 members 
Mstep: Class 16 contains 4249 members 
Mstep: Class 17 contains 15837 members 
Mstep: Class 18 contains 76079 members 
Mstep: Class 19 contains 8716 members 
Mstep: Class 20 contains 18225 members 
Mstep: Class 21 contains 23932 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2433 members 
Mstep: Class 24 contains 68232 members 
Mstep: Class 25 contains 16046 members 
Mstep: Class 26 contains 4374 members 
Mstep: Class 27 contains 61335 members 
Mstep: Class 28 contains 5626 members 
Mstep: Class 29 contains 6643 members 
Mstep: Class 30 contains 3186 members 
Mstep: Class 31 contains 75678 members 
Mstep: Class 32 contains 4413 members 
Mstep: Class 33 contains 7740 members 
Mstep: Class 34 contains 4103 members 
Mstep: Class 35 contains 559813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111981544.000000 Penalty: 123221.835938
Iteration 150Q: 36 clusters Score -1.119815e+08 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 117572 members 
Mstep: Class 2 contains 45804 members 
Mstep: Class 3 contains 1254 members 
Mstep: Class 4 contains 152202 members 
Mstep: Class 5 contains 8909 members 
Mstep: Class 6 contains 10146 members 
Mstep: Class 7 contains 30811 members 
Mstep: Class 8 contains 3180 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3377 members 
Mstep: Class 11 contains 8132 members 
Mstep: Class 12 contains 12953 members 
Mstep: Class 13 contains 65398 members 
Mstep: Class 14 contains 2435 members 
Mstep: Class 15 contains 23041 members 
Mstep: Class 16 contains 4261 members 
Mstep: Class 17 contains 15838 members 
Mstep: Class 18 contains 76081 members 
Mstep: Class 19 contains 8716 members 
Mstep: Class 20 contains 18326 members 
Mstep: Class 21 contains 23937 members 
Mstep: Class 22 contains 8438 members 
Mstep: Class 23 contains 2427 members 
Mstep: Class 24 contains 68246 members 
Mstep: Class 25 contains 16015 members 
Mstep: Class 26 contains 4392 members 
Mstep: Class 27 contains 61318 members 
Mstep: Class 28 contains 5625 members 
Mstep: Class 29 contains 6635 members 
Mstep: Class 30 contains 3185 members 
Mstep: Class 31 contains 75688 members 
Mstep: Class 32 contains 4420 members 
Mstep: Class 33 contains 7746 members 
Mstep: Class 34 contains 4104 members 
Mstep: Class 35 contains 559610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111981528.000000 Penalty: 123221.835938
Iteration 151Q: 36 clusters Score -1.119815e+08 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 117650 members 
Mstep: Class 2 contains 45801 members 
Mstep: Class 3 contains 1254 members 
Mstep: Class 4 contains 152200 members 
Mstep: Class 5 contains 8909 members 
Mstep: Class 6 contains 10128 members 
Mstep: Class 7 contains 30879 members 
Mstep: Class 8 contains 3182 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3377 members 
Mstep: Class 11 contains 8132 members 
Mstep: Class 12 contains 12963 members 
Mstep: Class 13 contains 65355 members 
Mstep: Class 14 contains 2435 members 
Mstep: Class 15 contains 23046 members 
Mstep: Class 16 contains 4268 members 
Mstep: Class 17 contains 15839 members 
Mstep: Class 18 contains 76081 members 
Mstep: Class 19 contains 8715 members 
Mstep: Class 20 contains 18430 members 
Mstep: Class 21 contains 23937 members 
Mstep: Class 22 contains 8438 members 
Mstep: Class 23 contains 2424 members 
Mstep: Class 24 contains 68261 members 
Mstep: Class 25 contains 15987 members 
Mstep: Class 26 contains 4396 members 
Mstep: Class 27 contains 61301 members 
Mstep: Class 28 contains 5628 members 
Mstep: Class 29 contains 6630 members 
Mstep: Class 30 contains 3185 members 
Mstep: Class 31 contains 75702 members 
Mstep: Class 32 contains 4428 members 
Mstep: Class 33 contains 7749 members 
Mstep: Class 34 contains 4105 members 
Mstep: Class 35 contains 559407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111981816.000000 Penalty: 123221.835938
Iteration 152Q: 36 clusters Score -1.119818e+08 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 117724 members 
Mstep: Class 2 contains 45801 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152199 members 
Mstep: Class 5 contains 8909 members 
Mstep: Class 6 contains 10113 members 
Mstep: Class 7 contains 30936 members 
Mstep: Class 8 contains 3182 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3377 members 
Mstep: Class 11 contains 8132 members 
Mstep: Class 12 contains 12975 members 
Mstep: Class 13 contains 65304 members 
Mstep: Class 14 contains 2433 members 
Mstep: Class 15 contains 23050 members 
Mstep: Class 16 contains 4282 members 
Mstep: Class 17 contains 15837 members 
Mstep: Class 18 contains 76080 members 
Mstep: Class 19 contains 8714 members 
Mstep: Class 20 contains 18504 members 
Mstep: Class 21 contains 23933 members 
Mstep: Class 22 contains 8438 members 
Mstep: Class 23 contains 2420 members 
Mstep: Class 24 contains 68274 members 
Mstep: Class 25 contains 15963 members 
Mstep: Class 26 contains 4402 members 
Mstep: Class 27 contains 61289 members 
Mstep: Class 28 contains 5628 members 
Mstep: Class 29 contains 6622 members 
Mstep: Class 30 contains 3185 members 
Mstep: Class 31 contains 75722 members 
Mstep: Class 32 contains 4437 members 
Mstep: Class 33 contains 7751 members 
Mstep: Class 34 contains 4107 members 
Mstep: Class 35 contains 559246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111981720.000000 Penalty: 123221.835938
Iteration 153Q: 36 clusters Score -1.119817e+08 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 117796 members 
Mstep: Class 2 contains 45810 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152204 members 
Mstep: Class 5 contains 8909 members 
Mstep: Class 6 contains 10102 members 
Mstep: Class 7 contains 30990 members 
Mstep: Class 8 contains 3181 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3378 members 
Mstep: Class 11 contains 8133 members 
Mstep: Class 12 contains 12996 members 
Mstep: Class 13 contains 65265 members 
Mstep: Class 14 contains 2433 members 
Mstep: Class 15 contains 23056 members 
Mstep: Class 16 contains 4295 members 
Mstep: Class 17 contains 15837 members 
Mstep: Class 18 contains 76082 members 
Mstep: Class 19 contains 8716 members 
Mstep: Class 20 contains 18573 members 
Mstep: Class 21 contains 23922 members 
Mstep: Class 22 contains 8438 members 
Mstep: Class 23 contains 2415 members 
Mstep: Class 24 contains 68285 members 
Mstep: Class 25 contains 15941 members 
Mstep: Class 26 contains 4390 members 
Mstep: Class 27 contains 61278 members 
Mstep: Class 28 contains 5628 members 
Mstep: Class 29 contains 6615 members 
Mstep: Class 30 contains 3185 members 
Mstep: Class 31 contains 75731 members 
Mstep: Class 32 contains 4447 members 
Mstep: Class 33 contains 7752 members 
Mstep: Class 34 contains 4105 members 
Mstep: Class 35 contains 559081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111981688.000000 Penalty: 123221.835938
Iteration 154Q: 36 clusters Score -1.119817e+08 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 117866 members 
Mstep: Class 2 contains 45817 members 
Mstep: Class 3 contains 1254 members 
Mstep: Class 4 contains 152204 members 
Mstep: Class 5 contains 8909 members 
Mstep: Class 6 contains 10091 members 
Mstep: Class 7 contains 31057 members 
Mstep: Class 8 contains 3179 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3379 members 
Mstep: Class 11 contains 8133 members 
Mstep: Class 12 contains 13018 members 
Mstep: Class 13 contains 65228 members 
Mstep: Class 14 contains 2433 members 
Mstep: Class 15 contains 23060 members 
Mstep: Class 16 contains 4302 members 
Mstep: Class 17 contains 15835 members 
Mstep: Class 18 contains 76078 members 
Mstep: Class 19 contains 8716 members 
Mstep: Class 20 contains 18650 members 
Mstep: Class 21 contains 23920 members 
Mstep: Class 22 contains 8438 members 
Mstep: Class 23 contains 2410 members 
Mstep: Class 24 contains 68292 members 
Mstep: Class 25 contains 15924 members 
Mstep: Class 26 contains 4389 members 
Mstep: Class 27 contains 61274 members 
Mstep: Class 28 contains 5629 members 
Mstep: Class 29 contains 6612 members 
Mstep: Class 30 contains 3185 members 
Mstep: Class 31 contains 75743 members 
Mstep: Class 32 contains 4459 members 
Mstep: Class 33 contains 7752 members 
Mstep: Class 34 contains 4103 members 
Mstep: Class 35 contains 558883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111981832.000000 Penalty: 123221.835938
Iteration 155Q: 36 clusters Score -1.119818e+08 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 117917 members 
Mstep: Class 2 contains 45824 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152203 members 
Mstep: Class 5 contains 8909 members 
Mstep: Class 6 contains 10081 members 
Mstep: Class 7 contains 31117 members 
Mstep: Class 8 contains 3178 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3379 members 
Mstep: Class 11 contains 8134 members 
Mstep: Class 12 contains 13030 members 
Mstep: Class 13 contains 65186 members 
Mstep: Class 14 contains 2434 members 
Mstep: Class 15 contains 23066 members 
Mstep: Class 16 contains 4312 members 
Mstep: Class 17 contains 15832 members 
Mstep: Class 18 contains 76075 members 
Mstep: Class 19 contains 8717 members 
Mstep: Class 20 contains 18730 members 
Mstep: Class 21 contains 23926 members 
Mstep: Class 22 contains 8438 members 
Mstep: Class 23 contains 2408 members 
Mstep: Class 24 contains 68304 members 
Mstep: Class 25 contains 15900 members 
Mstep: Class 26 contains 4389 members 
Mstep: Class 27 contains 61272 members 
Mstep: Class 28 contains 5631 members 
Mstep: Class 29 contains 6609 members 
Mstep: Class 30 contains 3185 members 
Mstep: Class 31 contains 75752 members 
Mstep: Class 32 contains 4470 members 
Mstep: Class 33 contains 7755 members 
Mstep: Class 34 contains 4099 members 
Mstep: Class 35 contains 558707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111981768.000000 Penalty: 123221.835938
Iteration 156Q: 36 clusters Score -1.119818e+08 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 117971 members 
Mstep: Class 2 contains 45831 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152198 members 
Mstep: Class 5 contains 8909 members 
Mstep: Class 6 contains 10070 members 
Mstep: Class 7 contains 31178 members 
Mstep: Class 8 contains 3177 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3379 members 
Mstep: Class 11 contains 8134 members 
Mstep: Class 12 contains 13042 members 
Mstep: Class 13 contains 65141 members 
Mstep: Class 14 contains 2434 members 
Mstep: Class 15 contains 23073 members 
Mstep: Class 16 contains 4321 members 
Mstep: Class 17 contains 15837 members 
Mstep: Class 18 contains 76068 members 
Mstep: Class 19 contains 8717 members 
Mstep: Class 20 contains 18798 members 
Mstep: Class 21 contains 23929 members 
Mstep: Class 22 contains 8438 members 
Mstep: Class 23 contains 2404 members 
Mstep: Class 24 contains 68324 members 
Mstep: Class 25 contains 15888 members 
Mstep: Class 26 contains 4381 members 
Mstep: Class 27 contains 61273 members 
Mstep: Class 28 contains 5630 members 
Mstep: Class 29 contains 6607 members 
Mstep: Class 30 contains 3185 members 
Mstep: Class 31 contains 75759 members 
Mstep: Class 32 contains 4484 members 
Mstep: Class 33 contains 7758 members 
Mstep: Class 34 contains 4095 members 
Mstep: Class 35 contains 558536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111981856.000000 Penalty: 123221.835938
Iteration 157Q: 36 clusters Score -1.119819e+08 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 118041 members 
Mstep: Class 2 contains 45835 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152197 members 
Mstep: Class 5 contains 8910 members 
Mstep: Class 6 contains 10059 members 
Mstep: Class 7 contains 31239 members 
Mstep: Class 8 contains 3180 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3379 members 
Mstep: Class 11 contains 8133 members 
Mstep: Class 12 contains 13060 members 
Mstep: Class 13 contains 65104 members 
Mstep: Class 14 contains 2433 members 
Mstep: Class 15 contains 23075 members 
Mstep: Class 16 contains 4331 members 
Mstep: Class 17 contains 15833 members 
Mstep: Class 18 contains 76060 members 
Mstep: Class 19 contains 8718 members 
Mstep: Class 20 contains 18858 members 
Mstep: Class 21 contains 23927 members 
Mstep: Class 22 contains 8438 members 
Mstep: Class 23 contains 2399 members 
Mstep: Class 24 contains 68336 members 
Mstep: Class 25 contains 15871 members 
Mstep: Class 26 contains 4376 members 
Mstep: Class 27 contains 61279 members 
Mstep: Class 28 contains 5631 members 
Mstep: Class 29 contains 6604 members 
Mstep: Class 30 contains 3184 members 
Mstep: Class 31 contains 75763 members 
Mstep: Class 32 contains 4495 members 
Mstep: Class 33 contains 7759 members 
Mstep: Class 34 contains 4092 members 
Mstep: Class 35 contains 558370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111981808.000000 Penalty: 123221.835938
Iteration 158Q: 36 clusters Score -1.119818e+08 nChanged 531
Entering ConstructFrom: 
Score: -111981808.000000 Penalty: 123221.835938
Entering ConstructFrom: 
Trying to split cluster 1 (118119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118119 members 
Entering Unmasked Estep 
Score: -9431933.000000 Penalty: 2896.503174
	Iteration 0F: 2 clusters Score -9431933 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59020 members 
Mstep: Class 2 contains 59099 members 
Entering Unmasked Estep 
Score: -9352880.000000 Penalty: 5793.006348
	Iteration 0F: 3 clusters Score -9352880 nChanged 56213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59595 members 
Mstep: Class 2 contains 58524 members 
Entering Unmasked Estep 
Score: -9384823.000000 Penalty: 5793.006348
	Iteration 1F: 3 clusters Score -9384823 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59992 members 
Mstep: Class 2 contains 58127 members 
Entering Unmasked Estep 
Score: -9385682.000000 Penalty: 5793.006348
	Iteration 2Q: 3 clusters Score -9385682 nChanged 3929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60763 members 
Mstep: Class 2 contains 57356 members 
Entering Unmasked Estep 
Score: -9386696.000000 Penalty: 5793.006348
	Iteration 3Q: 3 clusters Score -9386696 nChanged 4142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61895 members 
Mstep: Class 2 contains 56224 members 
Entering Unmasked Estep 
Score: -9387878.000000 Penalty: 5793.006348
	Iteration 4Q: 3 clusters Score -9387878 nChanged 4550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63609 members 
Mstep: Class 2 contains 54510 members 
Entering Unmasked Estep 
Score: -9389234.000000 Penalty: 5793.006348
	Iteration 5Q: 3 clusters Score -9389234 nChanged 5219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66090 members 
Mstep: Class 2 contains 52029 members 
Entering Unmasked Estep 
Score: -9391189.000000 Penalty: 5793.006348
	Iteration 6Q: 3 clusters Score -9391189 nChanged 5703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69321 members 
Mstep: Class 2 contains 48798 members 
Entering Unmasked Estep 
Score: -9393569.000000 Penalty: 5793.006348
	Iteration 7Q: 3 clusters Score -9393569 nChanged 6066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73241 members 
Mstep: Class 2 contains 44878 members 
Entering Unmasked Estep 
Score: -9396415.000000 Penalty: 5793.006348
	Iteration 8F: 3 clusters Score -9396415 nChanged 6361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78020 members 
Mstep: Class 2 contains 40099 members 
Entering Unmasked Estep 
Score: -9399939.000000 Penalty: 5793.006348
	Iteration 9F: 3 clusters Score -9399939 nChanged 6477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83379 members 
Mstep: Class 2 contains 34740 members 
Entering Unmasked Estep 
Score: -9404090.000000 Penalty: 5793.006348
	Iteration 10F: 3 clusters Score -9404090 nChanged 6409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89088 members 
Mstep: Class 2 contains 29031 members 
Entering Unmasked Estep 
Score: -9408927.000000 Penalty: 5793.006348
	Iteration 11F: 3 clusters Score -9408927 nChanged 5669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94323 members 
Mstep: Class 2 contains 23796 members 
Entering Unmasked Estep 
Score: -9413779.000000 Penalty: 5793.006348
	Iteration 12Q: 3 clusters Score -9413779 nChanged 4798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98721 members 
Mstep: Class 2 contains 19398 members 
Entering Unmasked Estep 
Score: -9417981.000000 Penalty: 5793.006348
	Iteration 13Q: 3 clusters Score -9417981 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101972 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -9420811.000000 Penalty: 5793.006348
	Iteration 14Q: 3 clusters Score -9420811 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104521 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -9422753.000000 Penalty: 5793.006348
	Iteration 15Q: 3 clusters Score -9422753 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106617 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -9424061.000000 Penalty: 5793.006348
	Iteration 16Q: 3 clusters Score -9424061 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108364 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -9425085.000000 Penalty: 5793.006348
	Iteration 17Q: 3 clusters Score -9425085 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109885 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -9425977.000000 Penalty: 5793.006348
	Iteration 18Q: 3 clusters Score -9425977 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111179 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -9426667.000000 Penalty: 5793.006348
	Iteration 19Q: 3 clusters Score -9426667 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112275 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -9427220.000000 Penalty: 5793.006348
	Iteration 20F: 3 clusters Score -9427220 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113183 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -9427674.000000 Penalty: 5793.006348
	Iteration 21Q: 3 clusters Score -9427674 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113905 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -9428100.000000 Penalty: 5793.006348
	Iteration 22Q: 3 clusters Score -9428100 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114504 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -9428406.000000 Penalty: 5793.006348
	Iteration 23Q: 3 clusters Score -9428406 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115000 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -9428646.000000 Penalty: 5793.006348
	Iteration 24Q: 3 clusters Score -9428646 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115381 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -9428834.000000 Penalty: 5793.006348
	Iteration 25Q: 3 clusters Score -9428834 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115685 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -9428975.000000 Penalty: 5793.006348
	Iteration 26Q: 3 clusters Score -9428975 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115926 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -9429100.000000 Penalty: 5793.006348
	Iteration 27Q: 3 clusters Score -9429100 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116111 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -9429215.000000 Penalty: 5793.006348
	Iteration 28Q: 3 clusters Score -9429215 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116260 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -9429290.000000 Penalty: 5793.006348
	Iteration 29Q: 3 clusters Score -9429290 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116387 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -9429377.000000 Penalty: 5793.006348
	Iteration 30Q: 3 clusters Score -9429377 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116487 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -9429423.000000 Penalty: 5793.006348
	Iteration 31Q: 3 clusters Score -9429423 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116562 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -9429475.000000 Penalty: 5793.006348
	Iteration 32Q: 3 clusters Score -9429475 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116626 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -9429516.000000 Penalty: 5793.006348
	Iteration 33Q: 3 clusters Score -9429516 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116681 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -9429562.000000 Penalty: 5793.006348
	Iteration 34Q: 3 clusters Score -9429562 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116742 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -9429613.000000 Penalty: 5793.006348
	Iteration 35Q: 3 clusters Score -9429613 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116797 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -9429662.000000 Penalty: 5793.006348
	Iteration 36Q: 3 clusters Score -9429662 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116835 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -9429677.000000 Penalty: 5793.006348
	Iteration 37Q: 3 clusters Score -9429677 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116868 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -9429725.000000 Penalty: 5793.006348
	Iteration 38Q: 3 clusters Score -9429725 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116895 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -9429749.000000 Penalty: 5793.006348
	Iteration 39Q: 3 clusters Score -9429749 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116913 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -9429764.000000 Penalty: 5793.006348
	Iteration 40F: 3 clusters Score -9429764 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116936 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -9429789.000000 Penalty: 5793.006348
	Iteration 41Q: 3 clusters Score -9429789 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116953 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -9429807.000000 Penalty: 5793.006348
	Iteration 42Q: 3 clusters Score -9429807 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116965 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -9429814.000000 Penalty: 5793.006348
	Iteration 43Q: 3 clusters Score -9429814 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116970 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -9429817.000000 Penalty: 5793.006348
	Iteration 44Q: 3 clusters Score -9429817 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116980 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -9429815.000000 Penalty: 5793.006348
	Iteration 45Q: 3 clusters Score -9429815 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116991 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -9429821.000000 Penalty: 5793.006348
	Iteration 46Q: 3 clusters Score -9429821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116996 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -9429825.000000 Penalty: 5793.006348
	Iteration 47Q: 3 clusters Score -9429825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116996 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -9429829.000000 Penalty: 5793.006348
	Iteration 48Q: 3 clusters Score -9429829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116996 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -9429832.000000 Penalty: 5793.006348
	Iteration 49Q: 3 clusters Score -9429832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116996 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -9429825.000000 Penalty: 5793.006348
	Iteration 50Q: 3 clusters Score -9429825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116996 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -9429828.000000 Penalty: 5793.006348
	Iteration 51Q: 3 clusters Score -9429828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117001 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -9429830.000000 Penalty: 5793.006348
	Iteration 52Q: 3 clusters Score -9429830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117004 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -9429841.000000 Penalty: 5793.006348
	Iteration 53Q: 3 clusters Score -9429841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117006 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -9429847.000000 Penalty: 5793.006348
	Iteration 54Q: 3 clusters Score -9429847 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117008 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -9429846.000000 Penalty: 5793.006348
	Iteration 55Q: 3 clusters Score -9429846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117007 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -9429848.000000 Penalty: 5793.006348
	Iteration 56Q: 3 clusters Score -9429848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117008 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -9429855.000000 Penalty: 5793.006348
	Iteration 57Q: 3 clusters Score -9429855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117009 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -9429853.000000 Penalty: 5793.006348
	Iteration 58Q: 3 clusters Score -9429853 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117009 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -9429853.000000 Penalty: 5793.006348
	Iteration 59F: 3 clusters Score -9429853 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (45845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45845 members 
Entering Unmasked Estep 
Score: -3582167.750000 Penalty: 2661.789307
	Iteration 0F: 2 clusters Score -3582168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22878 members 
Mstep: Class 2 contains 22967 members 
Entering Unmasked Estep 
Score: -3551335.750000 Penalty: 5323.578613
	Iteration 0F: 3 clusters Score -3551336 nChanged 21096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22484 members 
Mstep: Class 2 contains 23361 members 
Entering Unmasked Estep 
Score: -3563184.000000 Penalty: 5323.578613
	Iteration 1F: 3 clusters Score -3563184 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22129 members 
Mstep: Class 2 contains 23716 members 
Entering Unmasked Estep 
Score: -3564381.500000 Penalty: 5323.578613
	Iteration 2F: 3 clusters Score -3564382 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21614 members 
Mstep: Class 2 contains 24231 members 
Entering Unmasked Estep 
Score: -3566139.500000 Penalty: 5323.578613
	Iteration 3F: 3 clusters Score -3566140 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21178 members 
Mstep: Class 2 contains 24667 members 
Entering Unmasked Estep 
Score: -3568436.750000 Penalty: 5323.578613
	Iteration 4F: 3 clusters Score -3568437 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21048 members 
Mstep: Class 2 contains 24797 members 
Entering Unmasked Estep 
Score: -3570957.500000 Penalty: 5323.578613
	Iteration 5F: 3 clusters Score -3570958 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21259 members 
Mstep: Class 2 contains 24586 members 
Entering Unmasked Estep 
Score: -3573475.000000 Penalty: 5323.578613
	Iteration 6F: 3 clusters Score -3573475 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21876 members 
Mstep: Class 2 contains 23969 members 
Entering Unmasked Estep 
Score: -3575910.250000 Penalty: 5323.578613
	Iteration 7F: 3 clusters Score -3575910 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22489 members 
Mstep: Class 2 contains 23356 members 
Entering Unmasked Estep 
Score: -3577841.250000 Penalty: 5323.578613
	Iteration 8F: 3 clusters Score -3577841 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23008 members 
Mstep: Class 2 contains 22837 members 
Entering Unmasked Estep 
Score: -3578978.250000 Penalty: 5323.578613
	Iteration 9Q: 3 clusters Score -3578978 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23487 members 
Mstep: Class 2 contains 22358 members 
Entering Unmasked Estep 
Score: -3579566.500000 Penalty: 5323.578613
	Iteration 10Q: 3 clusters Score -3579566 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23881 members 
Mstep: Class 2 contains 21964 members 
Entering Unmasked Estep 
Score: -3579864.750000 Penalty: 5323.578613
	Iteration 11Q: 3 clusters Score -3579865 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24254 members 
Mstep: Class 2 contains 21591 members 
Entering Unmasked Estep 
Score: -3580060.250000 Penalty: 5323.578613
	Iteration 12Q: 3 clusters Score -3580060 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24573 members 
Mstep: Class 2 contains 21272 members 
Entering Unmasked Estep 
Score: -3580200.500000 Penalty: 5323.578613
	Iteration 13Q: 3 clusters Score -3580200 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24907 members 
Mstep: Class 2 contains 20938 members 
Entering Unmasked Estep 
Score: -3580351.250000 Penalty: 5323.578613
	Iteration 14Q: 3 clusters Score -3580351 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25217 members 
Mstep: Class 2 contains 20628 members 
Entering Unmasked Estep 
Score: -3580475.500000 Penalty: 5323.578613
	Iteration 15Q: 3 clusters Score -3580476 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25559 members 
Mstep: Class 2 contains 20286 members 
Entering Unmasked Estep 
Score: -3580565.500000 Penalty: 5323.578613
	Iteration 16Q: 3 clusters Score -3580566 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25907 members 
Mstep: Class 2 contains 19938 members 
Entering Unmasked Estep 
Score: -3580662.000000 Penalty: 5323.578613
	Iteration 17Q: 3 clusters Score -3580662 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26246 members 
Mstep: Class 2 contains 19599 members 
Entering Unmasked Estep 
Score: -3580755.250000 Penalty: 5323.578613
	Iteration 18Q: 3 clusters Score -3580755 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26579 members 
Mstep: Class 2 contains 19266 members 
Entering Unmasked Estep 
Score: -3580855.750000 Penalty: 5323.578613
	Iteration 19Q: 3 clusters Score -3580856 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26913 members 
Mstep: Class 2 contains 18932 members 
Entering Unmasked Estep 
Score: -3580945.250000 Penalty: 5323.578613
	Iteration 20F: 3 clusters Score -3580945 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27241 members 
Mstep: Class 2 contains 18604 members 
Entering Unmasked Estep 
Score: -3581022.500000 Penalty: 5323.578613
	Iteration 21Q: 3 clusters Score -3581022 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27575 members 
Mstep: Class 2 contains 18270 members 
Entering Unmasked Estep 
Score: -3581100.250000 Penalty: 5323.578613
	Iteration 22Q: 3 clusters Score -3581100 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27894 members 
Mstep: Class 2 contains 17951 members 
Entering Unmasked Estep 
Score: -3581195.250000 Penalty: 5323.578613
	Iteration 23Q: 3 clusters Score -3581195 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28198 members 
Mstep: Class 2 contains 17647 members 
Entering Unmasked Estep 
Score: -3581232.750000 Penalty: 5323.578613
	Iteration 24Q: 3 clusters Score -3581233 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28486 members 
Mstep: Class 2 contains 17359 members 
Entering Unmasked Estep 
Score: -3581306.250000 Penalty: 5323.578613
	Iteration 25Q: 3 clusters Score -3581306 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28773 members 
Mstep: Class 2 contains 17072 members 
Entering Unmasked Estep 
Score: -3581357.500000 Penalty: 5323.578613
	Iteration 26Q: 3 clusters Score -3581358 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29034 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -3581401.750000 Penalty: 5323.578613
	Iteration 27Q: 3 clusters Score -3581402 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29252 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -3581432.000000 Penalty: 5323.578613
	Iteration 28Q: 3 clusters Score -3581432 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29466 members 
Mstep: Class 2 contains 16379 members 
Entering Unmasked Estep 
Score: -3581469.250000 Penalty: 5323.578613
	Iteration 29Q: 3 clusters Score -3581469 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29685 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -3581486.750000 Penalty: 5323.578613
	Iteration 30Q: 3 clusters Score -3581487 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29857 members 
Mstep: Class 2 contains 15988 members 
Entering Unmasked Estep 
Score: -3581515.250000 Penalty: 5323.578613
	Iteration 31Q: 3 clusters Score -3581515 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30019 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -3581549.250000 Penalty: 5323.578613
	Iteration 32Q: 3 clusters Score -3581549 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30146 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -3581573.250000 Penalty: 5323.578613
	Iteration 33Q: 3 clusters Score -3581573 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30267 members 
Mstep: Class 2 contains 15578 members 
Entering Unmasked Estep 
Score: -3581574.250000 Penalty: 5323.578613
	Iteration 34Q: 3 clusters Score -3581574 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30391 members 
Mstep: Class 2 contains 15454 members 
Entering Unmasked Estep 
Score: -3581583.750000 Penalty: 5323.578613
	Iteration 35Q: 3 clusters Score -3581584 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30502 members 
Mstep: Class 2 contains 15343 members 
Entering Unmasked Estep 
Score: -3581586.250000 Penalty: 5323.578613
	Iteration 36Q: 3 clusters Score -3581586 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30623 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -3581605.500000 Penalty: 5323.578613
	Iteration 37Q: 3 clusters Score -3581606 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30719 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -3581608.250000 Penalty: 5323.578613
	Iteration 38Q: 3 clusters Score -3581608 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30819 members 
Mstep: Class 2 contains 15026 members 
Entering Unmasked Estep 
Score: -3581626.500000 Penalty: 5323.578613
	Iteration 39Q: 3 clusters Score -3581626 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30925 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -3581639.000000 Penalty: 5323.578613
	Iteration 40F: 3 clusters Score -3581639 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31011 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -3581655.750000 Penalty: 5323.578613
	Iteration 41Q: 3 clusters Score -3581656 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31090 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -3581654.250000 Penalty: 5323.578613
	Iteration 42Q: 3 clusters Score -3581654 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31161 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -3581654.750000 Penalty: 5323.578613
	Iteration 43Q: 3 clusters Score -3581655 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31216 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -3581656.750000 Penalty: 5323.578613
	Iteration 44Q: 3 clusters Score -3581657 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31280 members 
Mstep: Class 2 contains 14565 members 
Entering Unmasked Estep 
Score: -3581666.250000 Penalty: 5323.578613
	Iteration 45Q: 3 clusters Score -3581666 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31366 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -3581682.000000 Penalty: 5323.578613
	Iteration 46Q: 3 clusters Score -3581682 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31440 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -3581684.500000 Penalty: 5323.578613
	Iteration 47Q: 3 clusters Score -3581684 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31507 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -3581692.250000 Penalty: 5323.578613
	Iteration 48Q: 3 clusters Score -3581692 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31563 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -3581692.750000 Penalty: 5323.578613
	Iteration 49Q: 3 clusters Score -3581693 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31603 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -3581695.250000 Penalty: 5323.578613
	Iteration 50Q: 3 clusters Score -3581695 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31643 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -3581705.250000 Penalty: 5323.578613
	Iteration 51Q: 3 clusters Score -3581705 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31670 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -3581699.250000 Penalty: 5323.578613
	Iteration 52Q: 3 clusters Score -3581699 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31694 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -3581701.500000 Penalty: 5323.578613
	Iteration 53Q: 3 clusters Score -3581702 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31713 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -3581702.500000 Penalty: 5323.578613
	Iteration 54Q: 3 clusters Score -3581702 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31736 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -3581703.750000 Penalty: 5323.578613
	Iteration 55Q: 3 clusters Score -3581704 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31764 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -3581703.250000 Penalty: 5323.578613
	Iteration 56Q: 3 clusters Score -3581703 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31785 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -3581711.750000 Penalty: 5323.578613
	Iteration 57Q: 3 clusters Score -3581712 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31806 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -3581706.250000 Penalty: 5323.578613
	Iteration 58Q: 3 clusters Score -3581706 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31831 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -3581713.750000 Penalty: 5323.578613
	Iteration 59Q: 3 clusters Score -3581714 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31863 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -3581703.500000 Penalty: 5323.578613
	Iteration 60F: 3 clusters Score -3581704 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31885 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -3581707.250000 Penalty: 5323.578613
	Iteration 61Q: 3 clusters Score -3581707 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31909 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -3581708.750000 Penalty: 5323.578613
	Iteration 62Q: 3 clusters Score -3581709 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31928 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -3581711.750000 Penalty: 5323.578613
	Iteration 63Q: 3 clusters Score -3581712 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31956 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -3581723.500000 Penalty: 5323.578613
	Iteration 64Q: 3 clusters Score -3581724 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31987 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -3581723.250000 Penalty: 5323.578613
	Iteration 65Q: 3 clusters Score -3581723 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32012 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -3581710.000000 Penalty: 5323.578613
	Iteration 66Q: 3 clusters Score -3581710 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32039 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -3581714.250000 Penalty: 5323.578613
	Iteration 67Q: 3 clusters Score -3581714 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32060 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -3581723.000000 Penalty: 5323.578613
	Iteration 68Q: 3 clusters Score -3581723 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32081 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -3581729.000000 Penalty: 5323.578613
	Iteration 69Q: 3 clusters Score -3581729 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32099 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -3581727.500000 Penalty: 5323.578613
	Iteration 70Q: 3 clusters Score -3581728 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32112 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -3581725.750000 Penalty: 5323.578613
	Iteration 71Q: 3 clusters Score -3581726 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32125 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -3581726.750000 Penalty: 5323.578613
	Iteration 72Q: 3 clusters Score -3581727 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32137 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -3581725.000000 Penalty: 5323.578613
	Iteration 73Q: 3 clusters Score -3581725 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32144 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -3581723.750000 Penalty: 5323.578613
	Iteration 74Q: 3 clusters Score -3581724 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32156 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -3581730.500000 Penalty: 5323.578613
	Iteration 75Q: 3 clusters Score -3581730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32160 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -3581736.000000 Penalty: 5323.578613
	Iteration 76Q: 3 clusters Score -3581736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32168 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -3581740.000000 Penalty: 5323.578613
	Iteration 77Q: 3 clusters Score -3581740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32177 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -3581735.500000 Penalty: 5323.578613
	Iteration 78Q: 3 clusters Score -3581736 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32187 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -3581736.500000 Penalty: 5323.578613
	Iteration 79Q: 3 clusters Score -3581736 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32196 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -3581741.250000 Penalty: 5323.578613
	Iteration 80F: 3 clusters Score -3581741 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32205 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -3581742.000000 Penalty: 5323.578613
	Iteration 81Q: 3 clusters Score -3581742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32213 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -3581739.500000 Penalty: 5323.578613
	Iteration 82Q: 3 clusters Score -3581740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32221 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -3581737.750000 Penalty: 5323.578613
	Iteration 83Q: 3 clusters Score -3581738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32226 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -3581742.750000 Penalty: 5323.578613
	Iteration 84Q: 3 clusters Score -3581743 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32233 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -3581744.500000 Penalty: 5323.578613
	Iteration 85Q: 3 clusters Score -3581744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32242 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -3581738.250000 Penalty: 5323.578613
	Iteration 86Q: 3 clusters Score -3581738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32249 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -3581732.250000 Penalty: 5323.578613
	Iteration 87Q: 3 clusters Score -3581732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32252 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -3581731.250000 Penalty: 5323.578613
	Iteration 88Q: 3 clusters Score -3581731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32254 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -3581738.250000 Penalty: 5323.578613
	Iteration 89Q: 3 clusters Score -3581738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32256 members 
Mstep: Class 2 contains 13589 members 
Entering Unmasked Estep 
Score: -3581739.250000 Penalty: 5323.578613
	Iteration 90Q: 3 clusters Score -3581739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32258 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -3581740.750000 Penalty: 5323.578613
	Iteration 91Q: 3 clusters Score -3581741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32259 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -3581740.500000 Penalty: 5323.578613
	Iteration 92Q: 3 clusters Score -3581740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32260 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -3581740.500000 Penalty: 5323.578613
	Iteration 93Q: 3 clusters Score -3581740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32260 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -3581740.500000 Penalty: 5323.578613
	Iteration 94F: 3 clusters Score -3581740 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Entering Unmasked Estep 
Score: -85031.875000 Penalty: 1768.859497
	Iteration 0F: 2 clusters Score -85031.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -82932.304688 Penalty: 3537.718994
	Iteration 0F: 3 clusters Score -82932.3 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -83310.507812 Penalty: 3537.718994
	Iteration 1F: 3 clusters Score -83310.51 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -83399.304688 Penalty: 3537.718994
	Iteration 2F: 3 clusters Score -83399.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -83450.953125 Penalty: 3537.718994
	Iteration 3Q: 3 clusters Score -83450.95 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -83481.984375 Penalty: 3537.718994
	Iteration 4Q: 3 clusters Score -83481.98 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -83508.179688 Penalty: 3537.718994
	Iteration 5Q: 3 clusters Score -83508.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -83523.109375 Penalty: 3537.718994
	Iteration 6Q: 3 clusters Score -83523.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -83527.312500 Penalty: 3537.718994
	Iteration 7Q: 3 clusters Score -83527.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -83533.671875 Penalty: 3537.718994
	Iteration 8Q: 3 clusters Score -83533.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -83539.648438 Penalty: 3537.718994
	Iteration 9Q: 3 clusters Score -83539.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -83544.226562 Penalty: 3537.718994
	Iteration 10Q: 3 clusters Score -83544.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -83545.085938 Penalty: 3537.718994
	Iteration 11Q: 3 clusters Score -83545.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -83545.085938 Penalty: 3537.718994
	Iteration 12F: 3 clusters Score -83545.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (152189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152189 members 
Entering Unmasked Estep 
Score: -12198627.000000 Penalty: 2959.353760
	Iteration 0F: 2 clusters Score -1.219863e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76224 members 
Mstep: Class 2 contains 75965 members 
Entering Unmasked Estep 
Score: -12096800.000000 Penalty: 5918.707520
	Iteration 0F: 3 clusters Score -1.20968e+07 nChanged 72381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78253 members 
Mstep: Class 2 contains 73936 members 
Entering Unmasked Estep 
Score: -12138420.000000 Penalty: 5918.707520
	Iteration 1F: 3 clusters Score -1.213842e+07 nChanged 4267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79474 members 
Mstep: Class 2 contains 72715 members 
Entering Unmasked Estep 
Score: -12139411.000000 Penalty: 5918.707520
	Iteration 2Q: 3 clusters Score -1.213941e+07 nChanged 4260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81378 members 
Mstep: Class 2 contains 70811 members 
Entering Unmasked Estep 
Score: -12140271.000000 Penalty: 5918.707520
	Iteration 3Q: 3 clusters Score -1.214027e+07 nChanged 4864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84478 members 
Mstep: Class 2 contains 67711 members 
Entering Unmasked Estep 
Score: -12141737.000000 Penalty: 5918.707520
	Iteration 4Q: 3 clusters Score -1.214174e+07 nChanged 6183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89427 members 
Mstep: Class 2 contains 62762 members 
Entering Unmasked Estep 
Score: -12144162.000000 Penalty: 5918.707520
	Iteration 5Q: 3 clusters Score -1.214416e+07 nChanged 8230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96783 members 
Mstep: Class 2 contains 55406 members 
Entering Unmasked Estep 
Score: -12148254.000000 Penalty: 5918.707520
	Iteration 6F: 3 clusters Score -1.214825e+07 nChanged 11010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107179 members 
Mstep: Class 2 contains 45010 members 
Entering Unmasked Estep 
Score: -12155771.000000 Penalty: 5918.707520
	Iteration 7F: 3 clusters Score -1.215577e+07 nChanged 13111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119932 members 
Mstep: Class 2 contains 32257 members 
Entering Unmasked Estep 
Score: -12167129.000000 Penalty: 5918.707520
	Iteration 8F: 3 clusters Score -1.216713e+07 nChanged 12695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132413 members 
Mstep: Class 2 contains 19776 members 
Entering Unmasked Estep 
Score: -12179034.000000 Penalty: 5918.707520
	Iteration 9F: 3 clusters Score -1.217903e+07 nChanged 9347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141654 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -12187601.000000 Penalty: 5918.707520
	Iteration 10F: 3 clusters Score -1.21876e+07 nChanged 5201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146807 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -12192034.000000 Penalty: 5918.707520
	Iteration 11Q: 3 clusters Score -1.219203e+07 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149326 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -12194011.000000 Penalty: 5918.707520
	Iteration 12Q: 3 clusters Score -1.219401e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150562 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -12194985.000000 Penalty: 5918.707520
	Iteration 13Q: 3 clusters Score -1.219498e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151162 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -12195540.000000 Penalty: 5918.707520
	Iteration 14Q: 3 clusters Score -1.219554e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151410 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -12195793.000000 Penalty: 5918.707520
	Iteration 15Q: 3 clusters Score -1.219579e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151517 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -12195904.000000 Penalty: 5918.707520
	Iteration 16Q: 3 clusters Score -1.21959e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151578 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -12195952.000000 Penalty: 5918.707520
	Iteration 17Q: 3 clusters Score -1.219595e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151622 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -12195989.000000 Penalty: 5918.707520
	Iteration 18Q: 3 clusters Score -1.219599e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151648 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -12196010.000000 Penalty: 5918.707520
	Iteration 19Q: 3 clusters Score -1.219601e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151670 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -12196014.000000 Penalty: 5918.707520
	Iteration 20F: 3 clusters Score -1.219601e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151686 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -12196049.000000 Penalty: 5918.707520
	Iteration 21Q: 3 clusters Score -1.219605e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151695 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -12196065.000000 Penalty: 5918.707520
	Iteration 22Q: 3 clusters Score -1.219606e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151704 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -12196070.000000 Penalty: 5918.707520
	Iteration 23Q: 3 clusters Score -1.219607e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151719 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -12196085.000000 Penalty: 5918.707520
	Iteration 24Q: 3 clusters Score -1.219608e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151723 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -12196093.000000 Penalty: 5918.707520
	Iteration 25Q: 3 clusters Score -1.219609e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151725 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -12196101.000000 Penalty: 5918.707520
	Iteration 26Q: 3 clusters Score -1.21961e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151731 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -12196113.000000 Penalty: 5918.707520
	Iteration 27Q: 3 clusters Score -1.219611e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151727 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -12196117.000000 Penalty: 5918.707520
	Iteration 28Q: 3 clusters Score -1.219612e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151728 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -12196116.000000 Penalty: 5918.707520
	Iteration 29Q: 3 clusters Score -1.219612e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151727 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -12196120.000000 Penalty: 5918.707520
	Iteration 30Q: 3 clusters Score -1.219612e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151727 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -12196120.000000 Penalty: 5918.707520
	Iteration 31F: 3 clusters Score -1.219612e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Entering Unmasked Estep 
Score: -657837.937500 Penalty: 2255.514648
	Iteration 0F: 2 clusters Score -657837.9 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 4457 members 
Entering Unmasked Estep 
Score: -650861.250000 Penalty: 4511.029297
	Iteration 0F: 3 clusters Score -650861.2 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -652841.125000 Penalty: 4511.029297
	Iteration 1F: 3 clusters Score -652841.1 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -653286.250000 Penalty: 4511.029297
	Iteration 2F: 3 clusters Score -653286.2 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -653707.812500 Penalty: 4511.029297
	Iteration 3F: 3 clusters Score -653707.8 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -654173.312500 Penalty: 4511.029297
	Iteration 4F: 3 clusters Score -654173.3 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -654663.937500 Penalty: 4511.029297
	Iteration 5F: 3 clusters Score -654663.9 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -655172.437500 Penalty: 4511.029297
	Iteration 6F: 3 clusters Score -655172.4 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -655641.125000 Penalty: 4511.029297
	Iteration 7F: 3 clusters Score -655641.1 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -656043.250000 Penalty: 4511.029297
	Iteration 8F: 3 clusters Score -656043.2 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -656314.000000 Penalty: 4511.029297
	Iteration 9Q: 3 clusters Score -656314 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -656516.812500 Penalty: 4511.029297
	Iteration 10Q: 3 clusters Score -656516.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -656665.312500 Penalty: 4511.029297
	Iteration 11Q: 3 clusters Score -656665.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -656751.687500 Penalty: 4511.029297
	Iteration 12Q: 3 clusters Score -656751.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -656799.750000 Penalty: 4511.029297
	Iteration 13Q: 3 clusters Score -656799.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -656820.687500 Penalty: 4511.029297
	Iteration 14Q: 3 clusters Score -656820.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -656832.250000 Penalty: 4511.029297
	Iteration 15Q: 3 clusters Score -656832.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -656845.187500 Penalty: 4511.029297
	Iteration 16Q: 3 clusters Score -656845.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -656855.062500 Penalty: 4511.029297
	Iteration 17Q: 3 clusters Score -656855.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -656862.187500 Penalty: 4511.029297
	Iteration 18Q: 3 clusters Score -656862.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -656873.562500 Penalty: 4511.029297
	Iteration 19Q: 3 clusters Score -656873.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -656878.062500 Penalty: 4511.029297
	Iteration 20F: 3 clusters Score -656878.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -656885.062500 Penalty: 4511.029297
	Iteration 21Q: 3 clusters Score -656885.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -656886.812500 Penalty: 4511.029297
	Iteration 22Q: 3 clusters Score -656886.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -656888.500000 Penalty: 4511.029297
	Iteration 23Q: 3 clusters Score -656888.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -656889.937500 Penalty: 4511.029297
	Iteration 24Q: 3 clusters Score -656889.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -656891.000000 Penalty: 4511.029297
	Iteration 25Q: 3 clusters Score -656891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -656888.562500 Penalty: 4511.029297
	Iteration 26Q: 3 clusters Score -656888.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -656889.812500 Penalty: 4511.029297
	Iteration 27Q: 3 clusters Score -656889.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -656890.062500 Penalty: 4511.029297
	Iteration 28Q: 3 clusters Score -656890.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -656891.812500 Penalty: 4511.029297
	Iteration 29Q: 3 clusters Score -656891.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -656893.062500 Penalty: 4511.029297
	Iteration 30Q: 3 clusters Score -656893.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -656894.687500 Penalty: 4511.029297
	Iteration 31Q: 3 clusters Score -656894.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -656893.312500 Penalty: 4511.029297
	Iteration 32Q: 3 clusters Score -656893.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -656895.750000 Penalty: 4511.029297
	Iteration 33Q: 3 clusters Score -656895.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -656893.562500 Penalty: 4511.029297
	Iteration 34Q: 3 clusters Score -656893.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -656893.937500 Penalty: 4511.029297
	Iteration 35Q: 3 clusters Score -656893.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -656894.375000 Penalty: 4511.029297
	Iteration 36Q: 3 clusters Score -656894.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -656895.625000 Penalty: 4511.029297
	Iteration 37Q: 3 clusters Score -656895.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -656895.625000 Penalty: 4511.029297
	Iteration 38F: 3 clusters Score -656895.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Entering Unmasked Estep 
Score: -820586.375000 Penalty: 2285.475342
	Iteration 0F: 2 clusters Score -820586.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -812917.625000 Penalty: 4570.950684
	Iteration 0F: 3 clusters Score -812917.6 nChanged 4135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -815155.250000 Penalty: 4570.950684
	Iteration 1F: 3 clusters Score -815155.2 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -815509.062500 Penalty: 4570.950684
	Iteration 2F: 3 clusters Score -815509.1 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -815765.812500 Penalty: 4570.950684
	Iteration 3F: 3 clusters Score -815765.8 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -815967.250000 Penalty: 4570.950684
	Iteration 4Q: 3 clusters Score -815967.2 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -816159.312500 Penalty: 4570.950684
	Iteration 5Q: 3 clusters Score -816159.3 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -816332.875000 Penalty: 4570.950684
	Iteration 6Q: 3 clusters Score -816332.9 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -816495.000000 Penalty: 4570.950684
	Iteration 7Q: 3 clusters Score -816495 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -816663.312500 Penalty: 4570.950684
	Iteration 8Q: 3 clusters Score -816663.3 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -816867.562500 Penalty: 4570.950684
	Iteration 9Q: 3 clusters Score -816867.6 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -817121.812500 Penalty: 4570.950684
	Iteration 10Q: 3 clusters Score -817121.8 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -817393.875000 Penalty: 4570.950684
	Iteration 11Q: 3 clusters Score -817393.9 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -817674.875000 Penalty: 4570.950684
	Iteration 12Q: 3 clusters Score -817674.9 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -817947.437500 Penalty: 4570.950684
	Iteration 13Q: 3 clusters Score -817947.4 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -818162.062500 Penalty: 4570.950684
	Iteration 14Q: 3 clusters Score -818162.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -818302.812500 Penalty: 4570.950684
	Iteration 15Q: 3 clusters Score -818302.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -818411.437500 Penalty: 4570.950684
	Iteration 16Q: 3 clusters Score -818411.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -818479.687500 Penalty: 4570.950684
	Iteration 17Q: 3 clusters Score -818479.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -818528.812500 Penalty: 4570.950684
	Iteration 18Q: 3 clusters Score -818528.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -818559.437500 Penalty: 4570.950684
	Iteration 19Q: 3 clusters Score -818559.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -818591.625000 Penalty: 4570.950684
	Iteration 20F: 3 clusters Score -818591.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -818612.812500 Penalty: 4570.950684
	Iteration 21Q: 3 clusters Score -818612.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -818630.937500 Penalty: 4570.950684
	Iteration 22Q: 3 clusters Score -818630.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -818641.250000 Penalty: 4570.950684
	Iteration 23Q: 3 clusters Score -818641.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -818652.875000 Penalty: 4570.950684
	Iteration 24Q: 3 clusters Score -818652.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -818659.937500 Penalty: 4570.950684
	Iteration 25Q: 3 clusters Score -818659.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -818671.437500 Penalty: 4570.950684
	Iteration 26Q: 3 clusters Score -818671.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -818677.875000 Penalty: 4570.950684
	Iteration 27Q: 3 clusters Score -818677.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -818689.250000 Penalty: 4570.950684
	Iteration 28Q: 3 clusters Score -818689.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -818699.437500 Penalty: 4570.950684
	Iteration 29Q: 3 clusters Score -818699.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -818704.562500 Penalty: 4570.950684
	Iteration 30Q: 3 clusters Score -818704.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -818712.875000 Penalty: 4570.950684
	Iteration 31Q: 3 clusters Score -818712.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -818721.625000 Penalty: 4570.950684
	Iteration 32Q: 3 clusters Score -818721.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -818729.562500 Penalty: 4570.950684
	Iteration 33Q: 3 clusters Score -818729.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -818731.562500 Penalty: 4570.950684
	Iteration 34Q: 3 clusters Score -818731.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -818733.562500 Penalty: 4570.950684
	Iteration 35Q: 3 clusters Score -818733.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -818733.687500 Penalty: 4570.950684
	Iteration 36Q: 3 clusters Score -818733.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -818737.625000 Penalty: 4570.950684
	Iteration 37Q: 3 clusters Score -818737.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -818735.625000 Penalty: 4570.950684
	Iteration 38Q: 3 clusters Score -818735.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -818739.937500 Penalty: 4570.950684
	Iteration 39Q: 3 clusters Score -818739.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -818739.312500 Penalty: 4570.950684
	Iteration 40F: 3 clusters Score -818739.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -818743.562500 Penalty: 4570.950684
	Iteration 41Q: 3 clusters Score -818743.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -818744.500000 Penalty: 4570.950684
	Iteration 42Q: 3 clusters Score -818744.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -818745.000000 Penalty: 4570.950684
	Iteration 43Q: 3 clusters Score -818745 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -818747.000000 Penalty: 4570.950684
	Iteration 44Q: 3 clusters Score -818747 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -818746.937500 Penalty: 4570.950684
	Iteration 45Q: 3 clusters Score -818746.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -818746.375000 Penalty: 4570.950684
	Iteration 46Q: 3 clusters Score -818746.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -818745.937500 Penalty: 4570.950684
	Iteration 47Q: 3 clusters Score -818745.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -818747.375000 Penalty: 4570.950684
	Iteration 48Q: 3 clusters Score -818747.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -818747.500000 Penalty: 4570.950684
	Iteration 49Q: 3 clusters Score -818747.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -818747.625000 Penalty: 4570.950684
	Iteration 50Q: 3 clusters Score -818747.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -818747.625000 Penalty: 4570.950684
	Iteration 51F: 3 clusters Score -818747.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (31296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31296 members 
Entering Unmasked Estep 
Score: -2568785.000000 Penalty: 2567.108887
	Iteration 0F: 2 clusters Score -2568785 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 15616 members 
Entering Unmasked Estep 
Score: -2547342.750000 Penalty: 5134.217773
	Iteration 0F: 3 clusters Score -2547343 nChanged 14227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -2554995.000000 Penalty: 5134.217773
	Iteration 1F: 3 clusters Score -2554995 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16098 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -2555392.750000 Penalty: 5134.217773
	Iteration 2Q: 3 clusters Score -2555393 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16295 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
Score: -2555752.750000 Penalty: 5134.217773
	Iteration 3Q: 3 clusters Score -2555753 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
Score: -2556024.750000 Penalty: 5134.217773
	Iteration 4Q: 3 clusters Score -2556025 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16977 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -2556309.500000 Penalty: 5134.217773
	Iteration 5Q: 3 clusters Score -2556310 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17462 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -2556559.750000 Penalty: 5134.217773
	Iteration 6Q: 3 clusters Score -2556560 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18083 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -2556861.000000 Penalty: 5134.217773
	Iteration 7Q: 3 clusters Score -2556861 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18945 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -2557262.000000 Penalty: 5134.217773
	Iteration 8Q: 3 clusters Score -2557262 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20070 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -2557821.250000 Penalty: 5134.217773
	Iteration 9Q: 3 clusters Score -2557821 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21499 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -2558661.000000 Penalty: 5134.217773
	Iteration 10Q: 3 clusters Score -2558661 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23268 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -2559877.750000 Penalty: 5134.217773
	Iteration 11F: 3 clusters Score -2559878 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25252 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -2561422.250000 Penalty: 5134.217773
	Iteration 12F: 3 clusters Score -2561422 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27161 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -2563063.750000 Penalty: 5134.217773
	Iteration 13F: 3 clusters Score -2563064 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28707 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -2564454.000000 Penalty: 5134.217773
	Iteration 14Q: 3 clusters Score -2564454 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29726 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -2565377.750000 Penalty: 5134.217773
	Iteration 15Q: 3 clusters Score -2565378 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30276 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -2565848.750000 Penalty: 5134.217773
	Iteration 16Q: 3 clusters Score -2565849 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30569 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -2566132.000000 Penalty: 5134.217773
	Iteration 17Q: 3 clusters Score -2566132 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30720 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -2566278.500000 Penalty: 5134.217773
	Iteration 18Q: 3 clusters Score -2566278 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30807 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -2566364.000000 Penalty: 5134.217773
	Iteration 19Q: 3 clusters Score -2566364 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30854 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -2566411.000000 Penalty: 5134.217773
	Iteration 20F: 3 clusters Score -2566411 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30884 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -2566439.750000 Penalty: 5134.217773
	Iteration 21Q: 3 clusters Score -2566440 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30902 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -2566462.500000 Penalty: 5134.217773
	Iteration 22Q: 3 clusters Score -2566462 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30911 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -2566475.500000 Penalty: 5134.217773
	Iteration 23Q: 3 clusters Score -2566476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30910 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -2566485.000000 Penalty: 5134.217773
	Iteration 24Q: 3 clusters Score -2566485 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30918 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2566498.250000 Penalty: 5134.217773
	Iteration 25Q: 3 clusters Score -2566498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30924 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -2566497.750000 Penalty: 5134.217773
	Iteration 26Q: 3 clusters Score -2566498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30923 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -2566505.750000 Penalty: 5134.217773
	Iteration 27Q: 3 clusters Score -2566506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30922 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -2566507.250000 Penalty: 5134.217773
	Iteration 28Q: 3 clusters Score -2566507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30923 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -2566509.000000 Penalty: 5134.217773
	Iteration 29Q: 3 clusters Score -2566509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30925 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -2566512.000000 Penalty: 5134.217773
	Iteration 30Q: 3 clusters Score -2566512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30926 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -2566512.750000 Penalty: 5134.217773
	Iteration 31Q: 3 clusters Score -2566513 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30926 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -2566512.750000 Penalty: 5134.217773
	Iteration 32F: 3 clusters Score -2566513 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Entering Unmasked Estep 
Score: -212904.062500 Penalty: 2000.185913
	Iteration 0F: 2 clusters Score -212904.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -209515.390625 Penalty: 4000.371826
	Iteration 0F: 3 clusters Score -209515.4 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -210255.968750 Penalty: 4000.371826
	Iteration 1F: 3 clusters Score -210256 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -210447.468750 Penalty: 4000.371826
	Iteration 2F: 3 clusters Score -210447.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -210558.468750 Penalty: 4000.371826
	Iteration 3Q: 3 clusters Score -210558.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -210657.000000 Penalty: 4000.371826
	Iteration 4Q: 3 clusters Score -210657 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -210731.781250 Penalty: 4000.371826
	Iteration 5Q: 3 clusters Score -210731.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -210787.171875 Penalty: 4000.371826
	Iteration 6Q: 3 clusters Score -210787.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -210831.343750 Penalty: 4000.371826
	Iteration 7Q: 3 clusters Score -210831.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -210859.937500 Penalty: 4000.371826
	Iteration 8Q: 3 clusters Score -210859.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -210884.281250 Penalty: 4000.371826
	Iteration 9Q: 3 clusters Score -210884.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -210906.796875 Penalty: 4000.371826
	Iteration 10Q: 3 clusters Score -210906.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -210935.500000 Penalty: 4000.371826
	Iteration 11Q: 3 clusters Score -210935.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -210967.062500 Penalty: 4000.371826
	Iteration 12Q: 3 clusters Score -210967.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -210994.250000 Penalty: 4000.371826
	Iteration 13Q: 3 clusters Score -210994.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -211020.578125 Penalty: 4000.371826
	Iteration 14Q: 3 clusters Score -211020.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -211042.656250 Penalty: 4000.371826
	Iteration 15Q: 3 clusters Score -211042.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -211059.062500 Penalty: 4000.371826
	Iteration 16Q: 3 clusters Score -211059.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -211074.812500 Penalty: 4000.371826
	Iteration 17Q: 3 clusters Score -211074.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -211099.921875 Penalty: 4000.371826
	Iteration 18Q: 3 clusters Score -211099.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -211123.656250 Penalty: 4000.371826
	Iteration 19Q: 3 clusters Score -211123.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -211139.031250 Penalty: 4000.371826
	Iteration 20F: 3 clusters Score -211139 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -211151.562500 Penalty: 4000.371826
	Iteration 21Q: 3 clusters Score -211151.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -211163.281250 Penalty: 4000.371826
	Iteration 22Q: 3 clusters Score -211163.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -211176.921875 Penalty: 4000.371826
	Iteration 23Q: 3 clusters Score -211176.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -211192.343750 Penalty: 4000.371826
	Iteration 24Q: 3 clusters Score -211192.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -211207.671875 Penalty: 4000.371826
	Iteration 25Q: 3 clusters Score -211207.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -211220.312500 Penalty: 4000.371826
	Iteration 26Q: 3 clusters Score -211220.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -211237.828125 Penalty: 4000.371826
	Iteration 27Q: 3 clusters Score -211237.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -211252.281250 Penalty: 4000.371826
	Iteration 28Q: 3 clusters Score -211252.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -211262.859375 Penalty: 4000.371826
	Iteration 29Q: 3 clusters Score -211262.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -211270.609375 Penalty: 4000.371826
	Iteration 30Q: 3 clusters Score -211270.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -211275.453125 Penalty: 4000.371826
	Iteration 31Q: 3 clusters Score -211275.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -211278.546875 Penalty: 4000.371826
	Iteration 32Q: 3 clusters Score -211278.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -211281.421875 Penalty: 4000.371826
	Iteration 33Q: 3 clusters Score -211281.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -211283.500000 Penalty: 4000.371826
	Iteration 34Q: 3 clusters Score -211283.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -211285.093750 Penalty: 4000.371826
	Iteration 35Q: 3 clusters Score -211285.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -211287.031250 Penalty: 4000.371826
	Iteration 36Q: 3 clusters Score -211287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -211288.859375 Penalty: 4000.371826
	Iteration 37Q: 3 clusters Score -211288.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -211289.875000 Penalty: 4000.371826
	Iteration 38Q: 3 clusters Score -211289.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -211290.859375 Penalty: 4000.371826
	Iteration 39Q: 3 clusters Score -211290.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -211292.343750 Penalty: 4000.371826
	Iteration 40F: 3 clusters Score -211292.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -211292.828125 Penalty: 4000.371826
	Iteration 41Q: 3 clusters Score -211292.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -211293.390625 Penalty: 4000.371826
	Iteration 42Q: 3 clusters Score -211293.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -211293.734375 Penalty: 4000.371826
	Iteration 43Q: 3 clusters Score -211293.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -211294.593750 Penalty: 4000.371826
	Iteration 44Q: 3 clusters Score -211294.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -211296.515625 Penalty: 4000.371826
	Iteration 45Q: 3 clusters Score -211296.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -211296.562500 Penalty: 4000.371826
	Iteration 46Q: 3 clusters Score -211296.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -211297.093750 Penalty: 4000.371826
	Iteration 47Q: 3 clusters Score -211297.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -211298.421875 Penalty: 4000.371826
	Iteration 48Q: 3 clusters Score -211298.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -211300.343750 Penalty: 4000.371826
	Iteration 49Q: 3 clusters Score -211300.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -211302.078125 Penalty: 4000.371826
	Iteration 50Q: 3 clusters Score -211302.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -211302.781250 Penalty: 4000.371826
	Iteration 51Q: 3 clusters Score -211302.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -211302.781250 Penalty: 4000.371826
	Iteration 52F: 3 clusters Score -211302.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Entering Unmasked Estep 
Score: -226188.890625 Penalty: 1973.553589
	Iteration 0F: 2 clusters Score -226188.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -223016.593750 Penalty: 3947.107178
	Iteration 0F: 3 clusters Score -223016.6 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -223675.796875 Penalty: 3947.107178
	Iteration 1F: 3 clusters Score -223675.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -223828.046875 Penalty: 3947.107178
	Iteration 2F: 3 clusters Score -223828 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -223886.812500 Penalty: 3947.107178
	Iteration 3Q: 3 clusters Score -223886.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -223930.781250 Penalty: 3947.107178
	Iteration 4Q: 3 clusters Score -223930.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -223960.140625 Penalty: 3947.107178
	Iteration 5Q: 3 clusters Score -223960.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -223986.125000 Penalty: 3947.107178
	Iteration 6Q: 3 clusters Score -223986.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -224003.171875 Penalty: 3947.107178
	Iteration 7Q: 3 clusters Score -224003.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -224017.312500 Penalty: 3947.107178
	Iteration 8Q: 3 clusters Score -224017.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -224031.125000 Penalty: 3947.107178
	Iteration 9Q: 3 clusters Score -224031.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -224044.406250 Penalty: 3947.107178
	Iteration 10Q: 3 clusters Score -224044.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -224062.796875 Penalty: 3947.107178
	Iteration 11Q: 3 clusters Score -224062.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -224074.765625 Penalty: 3947.107178
	Iteration 12Q: 3 clusters Score -224074.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -224084.312500 Penalty: 3947.107178
	Iteration 13Q: 3 clusters Score -224084.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -224088.484375 Penalty: 3947.107178
	Iteration 14Q: 3 clusters Score -224088.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -224092.703125 Penalty: 3947.107178
	Iteration 15Q: 3 clusters Score -224092.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -224096.156250 Penalty: 3947.107178
	Iteration 16Q: 3 clusters Score -224096.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -224101.281250 Penalty: 3947.107178
	Iteration 17Q: 3 clusters Score -224101.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -224105.937500 Penalty: 3947.107178
	Iteration 18Q: 3 clusters Score -224105.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -224110.953125 Penalty: 3947.107178
	Iteration 19Q: 3 clusters Score -224111 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -224115.125000 Penalty: 3947.107178
	Iteration 20F: 3 clusters Score -224115.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -224119.031250 Penalty: 3947.107178
	Iteration 21Q: 3 clusters Score -224119 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -224123.359375 Penalty: 3947.107178
	Iteration 22Q: 3 clusters Score -224123.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -224127.984375 Penalty: 3947.107178
	Iteration 23Q: 3 clusters Score -224128 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -224132.140625 Penalty: 3947.107178
	Iteration 24Q: 3 clusters Score -224132.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -224133.859375 Penalty: 3947.107178
	Iteration 25Q: 3 clusters Score -224133.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -224136.578125 Penalty: 3947.107178
	Iteration 26Q: 3 clusters Score -224136.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -224138.843750 Penalty: 3947.107178
	Iteration 27Q: 3 clusters Score -224138.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -224142.078125 Penalty: 3947.107178
	Iteration 28Q: 3 clusters Score -224142.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -224145.296875 Penalty: 3947.107178
	Iteration 29Q: 3 clusters Score -224145.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -224147.890625 Penalty: 3947.107178
	Iteration 30Q: 3 clusters Score -224147.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -224151.203125 Penalty: 3947.107178
	Iteration 31Q: 3 clusters Score -224151.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -224154.062500 Penalty: 3947.107178
	Iteration 32Q: 3 clusters Score -224154.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -224157.062500 Penalty: 3947.107178
	Iteration 33Q: 3 clusters Score -224157.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -224158.625000 Penalty: 3947.107178
	Iteration 34Q: 3 clusters Score -224158.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -224159.421875 Penalty: 3947.107178
	Iteration 35Q: 3 clusters Score -224159.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -224160.125000 Penalty: 3947.107178
	Iteration 36Q: 3 clusters Score -224160.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -224160.468750 Penalty: 3947.107178
	Iteration 37Q: 3 clusters Score -224160.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -224160.468750 Penalty: 3947.107178
	Iteration 38F: 3 clusters Score -224160.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Entering Unmasked Estep 
Score: -262565.906250 Penalty: 2015.083008
	Iteration 0F: 2 clusters Score -262565.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -259103.953125 Penalty: 4030.166016
	Iteration 0F: 3 clusters Score -259104 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -259785.421875 Penalty: 4030.166016
	Iteration 1F: 3 clusters Score -259785.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -259927.343750 Penalty: 4030.166016
	Iteration 2F: 3 clusters Score -259927.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -260012.046875 Penalty: 4030.166016
	Iteration 3Q: 3 clusters Score -260012 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -260063.500000 Penalty: 4030.166016
	Iteration 4Q: 3 clusters Score -260063.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -260098.171875 Penalty: 4030.166016
	Iteration 5Q: 3 clusters Score -260098.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -260122.421875 Penalty: 4030.166016
	Iteration 6Q: 3 clusters Score -260122.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -260138.265625 Penalty: 4030.166016
	Iteration 7Q: 3 clusters Score -260138.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -260147.828125 Penalty: 4030.166016
	Iteration 8Q: 3 clusters Score -260147.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -260157.328125 Penalty: 4030.166016
	Iteration 9Q: 3 clusters Score -260157.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -260163.875000 Penalty: 4030.166016
	Iteration 10Q: 3 clusters Score -260163.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -260165.937500 Penalty: 4030.166016
	Iteration 11Q: 3 clusters Score -260165.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -260166.234375 Penalty: 4030.166016
	Iteration 12Q: 3 clusters Score -260166.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -260167.593750 Penalty: 4030.166016
	Iteration 13Q: 3 clusters Score -260167.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -260168.406250 Penalty: 4030.166016
	Iteration 14Q: 3 clusters Score -260168.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -260169.031250 Penalty: 4030.166016
	Iteration 15Q: 3 clusters Score -260169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -260169.390625 Penalty: 4030.166016
	Iteration 16Q: 3 clusters Score -260169.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -260169.468750 Penalty: 4030.166016
	Iteration 17Q: 3 clusters Score -260169.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -260169.578125 Penalty: 4030.166016
	Iteration 18Q: 3 clusters Score -260169.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -260169.984375 Penalty: 4030.166016
	Iteration 19Q: 3 clusters Score -260170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -260170.343750 Penalty: 4030.166016
	Iteration 20F: 3 clusters Score -260170.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Entering Unmasked Estep 
Score: -629482.375000 Penalty: 2232.913818
	Iteration 0F: 2 clusters Score -629482.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -623026.375000 Penalty: 4465.827637
	Iteration 0F: 3 clusters Score -623026.4 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -624802.875000 Penalty: 4465.827637
	Iteration 1F: 3 clusters Score -624802.9 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -625057.437500 Penalty: 4465.827637
	Iteration 2F: 3 clusters Score -625057.4 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -625220.375000 Penalty: 4465.827637
	Iteration 3Q: 3 clusters Score -625220.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -625337.312500 Penalty: 4465.827637
	Iteration 4Q: 3 clusters Score -625337.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -625440.687500 Penalty: 4465.827637
	Iteration 5Q: 3 clusters Score -625440.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -625542.937500 Penalty: 4465.827637
	Iteration 6Q: 3 clusters Score -625542.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -625625.437500 Penalty: 4465.827637
	Iteration 7Q: 3 clusters Score -625625.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -625698.437500 Penalty: 4465.827637
	Iteration 8Q: 3 clusters Score -625698.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -625770.875000 Penalty: 4465.827637
	Iteration 9Q: 3 clusters Score -625770.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -625835.125000 Penalty: 4465.827637
	Iteration 10Q: 3 clusters Score -625835.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -625892.375000 Penalty: 4465.827637
	Iteration 11Q: 3 clusters Score -625892.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -625958.687500 Penalty: 4465.827637
	Iteration 12Q: 3 clusters Score -625958.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -626034.812500 Penalty: 4465.827637
	Iteration 13Q: 3 clusters Score -626034.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -626101.750000 Penalty: 4465.827637
	Iteration 14Q: 3 clusters Score -626101.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -626177.812500 Penalty: 4465.827637
	Iteration 15Q: 3 clusters Score -626177.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -626259.750000 Penalty: 4465.827637
	Iteration 16Q: 3 clusters Score -626259.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -626346.000000 Penalty: 4465.827637
	Iteration 17Q: 3 clusters Score -626346 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -626459.500000 Penalty: 4465.827637
	Iteration 18Q: 3 clusters Score -626459.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -626579.437500 Penalty: 4465.827637
	Iteration 19Q: 3 clusters Score -626579.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -626687.437500 Penalty: 4465.827637
	Iteration 20F: 3 clusters Score -626687.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -626809.000000 Penalty: 4465.827637
	Iteration 21Q: 3 clusters Score -626809 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -626985.750000 Penalty: 4465.827637
	Iteration 22Q: 3 clusters Score -626985.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -627174.750000 Penalty: 4465.827637
	Iteration 23Q: 3 clusters Score -627174.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -627362.750000 Penalty: 4465.827637
	Iteration 24Q: 3 clusters Score -627362.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -627531.312500 Penalty: 4465.827637
	Iteration 25Q: 3 clusters Score -627531.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -627641.187500 Penalty: 4465.827637
	Iteration 26Q: 3 clusters Score -627641.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -627730.500000 Penalty: 4465.827637
	Iteration 27Q: 3 clusters Score -627730.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -627796.062500 Penalty: 4465.827637
	Iteration 28Q: 3 clusters Score -627796.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -627857.000000 Penalty: 4465.827637
	Iteration 29Q: 3 clusters Score -627857 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -627909.875000 Penalty: 4465.827637
	Iteration 30Q: 3 clusters Score -627909.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -627957.375000 Penalty: 4465.827637
	Iteration 31Q: 3 clusters Score -627957.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -628005.312500 Penalty: 4465.827637
	Iteration 32Q: 3 clusters Score -628005.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -628066.437500 Penalty: 4465.827637
	Iteration 33Q: 3 clusters Score -628066.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -628128.375000 Penalty: 4465.827637
	Iteration 34Q: 3 clusters Score -628128.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -628178.625000 Penalty: 4465.827637
	Iteration 35Q: 3 clusters Score -628178.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -628223.937500 Penalty: 4465.827637
	Iteration 36Q: 3 clusters Score -628223.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -628264.250000 Penalty: 4465.827637
	Iteration 37Q: 3 clusters Score -628264.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -628302.312500 Penalty: 4465.827637
	Iteration 38Q: 3 clusters Score -628302.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -628334.187500 Penalty: 4465.827637
	Iteration 39Q: 3 clusters Score -628334.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -628360.625000 Penalty: 4465.827637
	Iteration 40F: 3 clusters Score -628360.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -628382.937500 Penalty: 4465.827637
	Iteration 41Q: 3 clusters Score -628382.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -628408.750000 Penalty: 4465.827637
	Iteration 42Q: 3 clusters Score -628408.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -628427.375000 Penalty: 4465.827637
	Iteration 43Q: 3 clusters Score -628427.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -628448.562500 Penalty: 4465.827637
	Iteration 44Q: 3 clusters Score -628448.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -628466.500000 Penalty: 4465.827637
	Iteration 45Q: 3 clusters Score -628466.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -628486.062500 Penalty: 4465.827637
	Iteration 46Q: 3 clusters Score -628486.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -628508.625000 Penalty: 4465.827637
	Iteration 47Q: 3 clusters Score -628508.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -628535.250000 Penalty: 4465.827637
	Iteration 48Q: 3 clusters Score -628535.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -628561.875000 Penalty: 4465.827637
	Iteration 49Q: 3 clusters Score -628561.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -628586.187500 Penalty: 4465.827637
	Iteration 50Q: 3 clusters Score -628586.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -628614.250000 Penalty: 4465.827637
	Iteration 51Q: 3 clusters Score -628614.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -628633.187500 Penalty: 4465.827637
	Iteration 52Q: 3 clusters Score -628633.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -628658.187500 Penalty: 4465.827637
	Iteration 53Q: 3 clusters Score -628658.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -628680.562500 Penalty: 4465.827637
	Iteration 54Q: 3 clusters Score -628680.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -628702.187500 Penalty: 4465.827637
	Iteration 55Q: 3 clusters Score -628702.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -628715.000000 Penalty: 4465.827637
	Iteration 56Q: 3 clusters Score -628715 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -628724.875000 Penalty: 4465.827637
	Iteration 57Q: 3 clusters Score -628724.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -628740.000000 Penalty: 4465.827637
	Iteration 58Q: 3 clusters Score -628740 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -628755.562500 Penalty: 4465.827637
	Iteration 59Q: 3 clusters Score -628755.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -628771.875000 Penalty: 4465.827637
	Iteration 60F: 3 clusters Score -628771.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -628785.687500 Penalty: 4465.827637
	Iteration 61Q: 3 clusters Score -628785.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -628794.000000 Penalty: 4465.827637
	Iteration 62Q: 3 clusters Score -628794 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -628802.625000 Penalty: 4465.827637
	Iteration 63Q: 3 clusters Score -628802.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -628808.312500 Penalty: 4465.827637
	Iteration 64Q: 3 clusters Score -628808.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -628810.125000 Penalty: 4465.827637
	Iteration 65Q: 3 clusters Score -628810.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -628811.812500 Penalty: 4465.827637
	Iteration 66Q: 3 clusters Score -628811.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -628814.750000 Penalty: 4465.827637
	Iteration 67Q: 3 clusters Score -628814.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -628814.687500 Penalty: 4465.827637
	Iteration 68Q: 3 clusters Score -628814.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -628815.312500 Penalty: 4465.827637
	Iteration 69Q: 3 clusters Score -628815.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -628815.625000 Penalty: 4465.827637
	Iteration 70Q: 3 clusters Score -628815.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -628815.625000 Penalty: 4465.827637
	Iteration 71F: 3 clusters Score -628815.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -1011498.562500 Penalty: 2350.524414
	Iteration 0F: 2 clusters Score -1011499 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1001963.312500 Penalty: 4701.048828
	Iteration 0F: 3 clusters Score -1001963 nChanged 5517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1004973.000000 Penalty: 4701.048828
	Iteration 1F: 3 clusters Score -1004973 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -1005351.375000 Penalty: 4701.048828
	Iteration 2F: 3 clusters Score -1005351 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1005706.500000 Penalty: 4701.048828
	Iteration 3F: 3 clusters Score -1005706 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1006069.875000 Penalty: 4701.048828
	Iteration 4F: 3 clusters Score -1006070 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -1006428.812500 Penalty: 4701.048828
	Iteration 5F: 3 clusters Score -1006429 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -1006787.437500 Penalty: 4701.048828
	Iteration 6Q: 3 clusters Score -1006787 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1007155.250000 Penalty: 4701.048828
	Iteration 7Q: 3 clusters Score -1007155 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1007544.062500 Penalty: 4701.048828
	Iteration 8Q: 3 clusters Score -1007544 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -1007910.750000 Penalty: 4701.048828
	Iteration 9Q: 3 clusters Score -1007911 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -1008239.375000 Penalty: 4701.048828
	Iteration 10Q: 3 clusters Score -1008239 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -1008510.750000 Penalty: 4701.048828
	Iteration 11Q: 3 clusters Score -1008511 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -1008708.750000 Penalty: 4701.048828
	Iteration 12Q: 3 clusters Score -1008709 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -1008851.062500 Penalty: 4701.048828
	Iteration 13Q: 3 clusters Score -1008851 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -1008946.687500 Penalty: 4701.048828
	Iteration 14Q: 3 clusters Score -1008947 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -1009007.500000 Penalty: 4701.048828
	Iteration 15Q: 3 clusters Score -1009008 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -1009044.562500 Penalty: 4701.048828
	Iteration 16Q: 3 clusters Score -1009045 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -1009068.500000 Penalty: 4701.048828
	Iteration 17Q: 3 clusters Score -1009068 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -1009083.437500 Penalty: 4701.048828
	Iteration 18Q: 3 clusters Score -1009083 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -1009098.250000 Penalty: 4701.048828
	Iteration 19Q: 3 clusters Score -1009098 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -1009112.687500 Penalty: 4701.048828
	Iteration 20F: 3 clusters Score -1009113 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -1009123.500000 Penalty: 4701.048828
	Iteration 21Q: 3 clusters Score -1009124 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -1009138.000000 Penalty: 4701.048828
	Iteration 22Q: 3 clusters Score -1009138 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -1009144.437500 Penalty: 4701.048828
	Iteration 23Q: 3 clusters Score -1009144 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -1009157.250000 Penalty: 4701.048828
	Iteration 24Q: 3 clusters Score -1009157 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -1009160.062500 Penalty: 4701.048828
	Iteration 25Q: 3 clusters Score -1009160 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -1009167.375000 Penalty: 4701.048828
	Iteration 26Q: 3 clusters Score -1009167 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -1009173.125000 Penalty: 4701.048828
	Iteration 27Q: 3 clusters Score -1009173 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -1009175.187500 Penalty: 4701.048828
	Iteration 28Q: 3 clusters Score -1009175 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -1009179.250000 Penalty: 4701.048828
	Iteration 29Q: 3 clusters Score -1009179 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -1009180.000000 Penalty: 4701.048828
	Iteration 30Q: 3 clusters Score -1009180 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -1009182.750000 Penalty: 4701.048828
	Iteration 31Q: 3 clusters Score -1009183 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -1009182.687500 Penalty: 4701.048828
	Iteration 32Q: 3 clusters Score -1009183 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -1009184.375000 Penalty: 4701.048828
	Iteration 33Q: 3 clusters Score -1009184 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -1009191.625000 Penalty: 4701.048828
	Iteration 34Q: 3 clusters Score -1009192 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -1009189.687500 Penalty: 4701.048828
	Iteration 35Q: 3 clusters Score -1009190 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -1009191.625000 Penalty: 4701.048828
	Iteration 36Q: 3 clusters Score -1009192 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -1009195.125000 Penalty: 4701.048828
	Iteration 37Q: 3 clusters Score -1009195 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -1009196.625000 Penalty: 4701.048828
	Iteration 38Q: 3 clusters Score -1009197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -1009196.062500 Penalty: 4701.048828
	Iteration 39Q: 3 clusters Score -1009196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -1009196.750000 Penalty: 4701.048828
	Iteration 40F: 3 clusters Score -1009197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -1009196.875000 Penalty: 4701.048828
	Iteration 41Q: 3 clusters Score -1009197 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -1009196.875000 Penalty: 4701.048828
	Iteration 42F: 3 clusters Score -1009197 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (65062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65062 members 
Entering Unmasked Estep 
Score: -5102151.000000 Penalty: 2748.607666
	Iteration 0F: 2 clusters Score -5102151 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32554 members 
Mstep: Class 2 contains 32508 members 
Entering Unmasked Estep 
Score: -5058611.500000 Penalty: 5497.215332
	Iteration 0F: 3 clusters Score -5058612 nChanged 30401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32073 members 
Mstep: Class 2 contains 32989 members 
Entering Unmasked Estep 
Score: -5075391.000000 Penalty: 5497.215332
	Iteration 1F: 3 clusters Score -5075391 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31659 members 
Mstep: Class 2 contains 33403 members 
Entering Unmasked Estep 
Score: -5076005.500000 Penalty: 5497.215332
	Iteration 2Q: 3 clusters Score -5076006 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31080 members 
Mstep: Class 2 contains 33982 members 
Entering Unmasked Estep 
Score: -5076581.000000 Penalty: 5497.215332
	Iteration 3Q: 3 clusters Score -5076581 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30269 members 
Mstep: Class 2 contains 34793 members 
Entering Unmasked Estep 
Score: -5077272.000000 Penalty: 5497.215332
	Iteration 4Q: 3 clusters Score -5077272 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29155 members 
Mstep: Class 2 contains 35907 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -5078126 nChanged 2895
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27558 members 
Mstep: Class 2 contains 37504 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 25397 members 
Mstep: Class 2 contains 39665 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 22784 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 19733 members 
Mstep: Class 2 contains 45329 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 16653 members 
Mstep: Class 2 contains 48409 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 51122 members 
Entering Unmasked Estep 
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	Iteration 11F: 3 clusters Score -5091572 nChanged 2615
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Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 53029 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -5094364 nChanged 1961
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Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 54128 members 
Entering Unmasked Estep 
Score: -5096195.500000 Penalty: 5497.215332
	Iteration 13Q: 3 clusters Score -5096196 nChanged 1379
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 54891 members 
Entering Unmasked Estep 
Score: -5097159.000000 Penalty: 5497.215332
	Iteration 14Q: 3 clusters Score -5097159 nChanged 929
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 55562 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -5097688 nChanged 659
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 56171 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -5098038 nChanged 610
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 56743 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -5098344 nChanged 531
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 57254 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -5098554 nChanged 429
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 57675 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -5098672 nChanged 367
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 58042 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -5098778 nChanged 320
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 58362 members 
Entering Unmasked Estep 
Score: -5098902.000000 Penalty: 5497.215332
	Iteration 21Q: 3 clusters Score -5098902 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 58647 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -5098974 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 58893 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -5099068 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 59113 members 
Entering Unmasked Estep 
Score: -5099114.000000 Penalty: 5497.215332
	Iteration 24Q: 3 clusters Score -5099114 nChanged 187
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 59300 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -5099184 nChanged 166
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 59464 members 
Entering Unmasked Estep 
Score: -5099207.000000 Penalty: 5497.215332
	Iteration 26Q: 3 clusters Score -5099207 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 59626 members 
Entering Unmasked Estep 
Score: -5099236.000000 Penalty: 5497.215332
	Iteration 27Q: 3 clusters Score -5099236 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 59777 members 
Entering Unmasked Estep 
Score: -5099267.500000 Penalty: 5497.215332
	Iteration 28Q: 3 clusters Score -5099268 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 59894 members 
Entering Unmasked Estep 
Score: -5099306.000000 Penalty: 5497.215332
	Iteration 29Q: 3 clusters Score -5099306 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 60008 members 
Entering Unmasked Estep 
Score: -5099348.000000 Penalty: 5497.215332
	Iteration 30Q: 3 clusters Score -5099348 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 60113 members 
Entering Unmasked Estep 
Score: -5099358.500000 Penalty: 5497.215332
	Iteration 31Q: 3 clusters Score -5099358 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 60202 members 
Entering Unmasked Estep 
Score: -5099342.000000 Penalty: 5497.215332
	Iteration 32Q: 3 clusters Score -5099342 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 60285 members 
Entering Unmasked Estep 
Score: -5099366.500000 Penalty: 5497.215332
	Iteration 33Q: 3 clusters Score -5099366 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 60357 members 
Entering Unmasked Estep 
Score: -5099377.500000 Penalty: 5497.215332
	Iteration 34Q: 3 clusters Score -5099378 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 60421 members 
Entering Unmasked Estep 
Score: -5099391.000000 Penalty: 5497.215332
	Iteration 35Q: 3 clusters Score -5099391 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 60474 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5099399 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 60512 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5099401 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 60558 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5099406 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 60611 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5099408 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 60644 members 
Entering Unmasked Estep 
Score: -5099412.500000 Penalty: 5497.215332
	Iteration 40F: 3 clusters Score -5099412 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 60688 members 
Entering Unmasked Estep 
Score: -5099429.500000 Penalty: 5497.215332
	Iteration 41Q: 3 clusters Score -5099430 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 60757 members 
Entering Unmasked Estep 
Score: -5099438.500000 Penalty: 5497.215332
	Iteration 42Q: 3 clusters Score -5099438 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 60814 members 
Entering Unmasked Estep 
Score: -5099448.500000 Penalty: 5497.215332
	Iteration 43Q: 3 clusters Score -5099448 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 60871 members 
Entering Unmasked Estep 
Score: -5099457.500000 Penalty: 5497.215332
	Iteration 44Q: 3 clusters Score -5099458 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 60927 members 
Entering Unmasked Estep 
Score: -5099478.000000 Penalty: 5497.215332
	Iteration 45Q: 3 clusters Score -5099478 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 60976 members 
Entering Unmasked Estep 
Score: -5099486.000000 Penalty: 5497.215332
	Iteration 46Q: 3 clusters Score -5099486 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 61021 members 
Entering Unmasked Estep 
Score: -5099489.000000 Penalty: 5497.215332
	Iteration 47Q: 3 clusters Score -5099489 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 61070 members 
Entering Unmasked Estep 
Score: -5099498.500000 Penalty: 5497.215332
	Iteration 48Q: 3 clusters Score -5099498 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 61123 members 
Entering Unmasked Estep 
Score: -5099505.500000 Penalty: 5497.215332
	Iteration 49Q: 3 clusters Score -5099506 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 61169 members 
Entering Unmasked Estep 
Score: -5099520.000000 Penalty: 5497.215332
	Iteration 50Q: 3 clusters Score -5099520 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 61219 members 
Entering Unmasked Estep 
Score: -5099526.000000 Penalty: 5497.215332
	Iteration 51Q: 3 clusters Score -5099526 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 61262 members 
Entering Unmasked Estep 
Score: -5099546.000000 Penalty: 5497.215332
	Iteration 52Q: 3 clusters Score -5099546 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 61304 members 
Entering Unmasked Estep 
Score: -5099539.000000 Penalty: 5497.215332
	Iteration 53Q: 3 clusters Score -5099539 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 61335 members 
Entering Unmasked Estep 
Score: -5099543.000000 Penalty: 5497.215332
	Iteration 54Q: 3 clusters Score -5099543 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 61378 members 
Entering Unmasked Estep 
Score: -5099547.500000 Penalty: 5497.215332
	Iteration 55Q: 3 clusters Score -5099548 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 61420 members 
Entering Unmasked Estep 
Score: -5099554.000000 Penalty: 5497.215332
	Iteration 56Q: 3 clusters Score -5099554 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 61450 members 
Entering Unmasked Estep 
Score: -5099571.500000 Penalty: 5497.215332
	Iteration 57Q: 3 clusters Score -5099572 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 61478 members 
Entering Unmasked Estep 
Score: -5099576.000000 Penalty: 5497.215332
	Iteration 58Q: 3 clusters Score -5099576 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 61509 members 
Entering Unmasked Estep 
Score: -5099581.000000 Penalty: 5497.215332
	Iteration 59Q: 3 clusters Score -5099581 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 61538 members 
Entering Unmasked Estep 
Score: -5099596.500000 Penalty: 5497.215332
	Iteration 60F: 3 clusters Score -5099596 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 61568 members 
Entering Unmasked Estep 
Score: -5099591.500000 Penalty: 5497.215332
	Iteration 61Q: 3 clusters Score -5099592 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 61599 members 
Entering Unmasked Estep 
Score: -5099595.000000 Penalty: 5497.215332
	Iteration 62Q: 3 clusters Score -5099595 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 61633 members 
Entering Unmasked Estep 
Score: -5099592.500000 Penalty: 5497.215332
	Iteration 63Q: 3 clusters Score -5099592 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 61666 members 
Entering Unmasked Estep 
Score: -5099605.500000 Penalty: 5497.215332
	Iteration 64Q: 3 clusters Score -5099606 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 61698 members 
Entering Unmasked Estep 
Score: -5099610.000000 Penalty: 5497.215332
	Iteration 65Q: 3 clusters Score -5099610 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 61725 members 
Entering Unmasked Estep 
Score: -5099605.000000 Penalty: 5497.215332
	Iteration 66Q: 3 clusters Score -5099605 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 61747 members 
Entering Unmasked Estep 
Score: -5099625.500000 Penalty: 5497.215332
	Iteration 67Q: 3 clusters Score -5099626 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 61773 members 
Entering Unmasked Estep 
Score: -5099623.500000 Penalty: 5497.215332
	Iteration 68Q: 3 clusters Score -5099624 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 61795 members 
Entering Unmasked Estep 
Score: -5099623.000000 Penalty: 5497.215332
	Iteration 69Q: 3 clusters Score -5099623 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 61817 members 
Entering Unmasked Estep 
Score: -5099634.500000 Penalty: 5497.215332
	Iteration 70Q: 3 clusters Score -5099634 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 61839 members 
Entering Unmasked Estep 
Score: -5099632.000000 Penalty: 5497.215332
	Iteration 71Q: 3 clusters Score -5099632 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 61859 members 
Entering Unmasked Estep 
Score: -5099641.000000 Penalty: 5497.215332
	Iteration 72Q: 3 clusters Score -5099641 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 61882 members 
Entering Unmasked Estep 
Score: -5099648.500000 Penalty: 5497.215332
	Iteration 73Q: 3 clusters Score -5099648 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 61907 members 
Entering Unmasked Estep 
Score: -5099652.500000 Penalty: 5497.215332
	Iteration 74Q: 3 clusters Score -5099652 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 61930 members 
Entering Unmasked Estep 
Score: -5099651.000000 Penalty: 5497.215332
	Iteration 75Q: 3 clusters Score -5099651 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 61947 members 
Entering Unmasked Estep 
Score: -5099660.500000 Penalty: 5497.215332
	Iteration 76Q: 3 clusters Score -5099660 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 61961 members 
Entering Unmasked Estep 
Score: -5099657.500000 Penalty: 5497.215332
	Iteration 77Q: 3 clusters Score -5099658 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 61977 members 
Entering Unmasked Estep 
Score: -5099666.500000 Penalty: 5497.215332
	Iteration 78Q: 3 clusters Score -5099666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 61986 members 
Entering Unmasked Estep 
Score: -5099666.000000 Penalty: 5497.215332
	Iteration 79Q: 3 clusters Score -5099666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 61995 members 
Entering Unmasked Estep 
Score: -5099664.000000 Penalty: 5497.215332
	Iteration 80F: 3 clusters Score -5099664 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 62010 members 
Entering Unmasked Estep 
Score: -5099664.500000 Penalty: 5497.215332
	Iteration 81Q: 3 clusters Score -5099664 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 62027 members 
Entering Unmasked Estep 
Score: -5099677.500000 Penalty: 5497.215332
	Iteration 82Q: 3 clusters Score -5099678 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 62043 members 
Entering Unmasked Estep 
Score: -5099683.500000 Penalty: 5497.215332
	Iteration 83Q: 3 clusters Score -5099684 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 62060 members 
Entering Unmasked Estep 
Score: -5099695.000000 Penalty: 5497.215332
	Iteration 84Q: 3 clusters Score -5099695 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 62076 members 
Entering Unmasked Estep 
Score: -5099699.000000 Penalty: 5497.215332
	Iteration 85Q: 3 clusters Score -5099699 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 62089 members 
Entering Unmasked Estep 
Score: -5099701.500000 Penalty: 5497.215332
	Iteration 86Q: 3 clusters Score -5099702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 62095 members 
Entering Unmasked Estep 
Score: -5099701.500000 Penalty: 5497.215332
	Iteration 87Q: 3 clusters Score -5099702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 62097 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5099699 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 62097 members 
Entering Unmasked Estep 
Score: -5099699.000000 Penalty: 5497.215332
	Iteration 89F: 3 clusters Score -5099699 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2430 members 
Entering Unmasked Estep 
Score: -151750.640625 Penalty: 1933.320312
	Iteration 0F: 2 clusters Score -151750.6 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 1206 members 
Entering Unmasked Estep 
Score: -148882.468750 Penalty: 3866.640625
	Iteration 0F: 3 clusters Score -148882.5 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -149749.328125 Penalty: 3866.640625
	Iteration 1F: 3 clusters Score -149749.3 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -150152.968750 Penalty: 3866.640625
	Iteration 2F: 3 clusters Score -150153 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -150424.468750 Penalty: 3866.640625
	Iteration 3F: 3 clusters Score -150424.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -150607.218750 Penalty: 3866.640625
	Iteration 4F: 3 clusters Score -150607.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -150743.187500 Penalty: 3866.640625
	Iteration 5Q: 3 clusters Score -150743.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -150834.984375 Penalty: 3866.640625
	Iteration 6Q: 3 clusters Score -150835 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -150891.156250 Penalty: 3866.640625
	Iteration 7Q: 3 clusters Score -150891.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -150925.515625 Penalty: 3866.640625
	Iteration 8Q: 3 clusters Score -150925.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -150947.796875 Penalty: 3866.640625
	Iteration 9Q: 3 clusters Score -150947.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -150967.625000 Penalty: 3866.640625
	Iteration 10Q: 3 clusters Score -150967.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -150982.375000 Penalty: 3866.640625
	Iteration 11Q: 3 clusters Score -150982.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -150994.812500 Penalty: 3866.640625
	Iteration 12Q: 3 clusters Score -150994.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -151002.000000 Penalty: 3866.640625
	Iteration 13Q: 3 clusters Score -151002 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -151010.843750 Penalty: 3866.640625
	Iteration 14Q: 3 clusters Score -151010.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -151019.812500 Penalty: 3866.640625
	Iteration 15Q: 3 clusters Score -151019.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -151028.484375 Penalty: 3866.640625
	Iteration 16Q: 3 clusters Score -151028.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -151038.250000 Penalty: 3866.640625
	Iteration 17Q: 3 clusters Score -151038.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -151049.156250 Penalty: 3866.640625
	Iteration 18Q: 3 clusters Score -151049.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -151055.328125 Penalty: 3866.640625
	Iteration 19Q: 3 clusters Score -151055.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -151056.500000 Penalty: 3866.640625
	Iteration 20F: 3 clusters Score -151056.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -151056.984375 Penalty: 3866.640625
	Iteration 21Q: 3 clusters Score -151057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -151057.656250 Penalty: 3866.640625
	Iteration 22Q: 3 clusters Score -151057.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -151057.859375 Penalty: 3866.640625
	Iteration 23Q: 3 clusters Score -151057.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -151057.859375 Penalty: 3866.640625
	Iteration 24F: 3 clusters Score -151057.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (23083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23083 members 
Entering Unmasked Estep 
Score: -1823892.000000 Penalty: 2491.619385
	Iteration 0F: 2 clusters Score -1823892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -1807910.375000 Penalty: 4983.238770
	Iteration 0F: 3 clusters Score -1807910 nChanged 10259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -1813326.000000 Penalty: 4983.238770
	Iteration 1F: 3 clusters Score -1813326 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -1813916.250000 Penalty: 4983.238770
	Iteration 2F: 3 clusters Score -1813916 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -1814538.250000 Penalty: 4983.238770
	Iteration 3F: 3 clusters Score -1814538 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -1815258.125000 Penalty: 4983.238770
	Iteration 4F: 3 clusters Score -1815258 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -1816022.375000 Penalty: 4983.238770
	Iteration 5F: 3 clusters Score -1816022 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -1816837.875000 Penalty: 4983.238770
	Iteration 6F: 3 clusters Score -1816838 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -1817755.250000 Penalty: 4983.238770
	Iteration 7F: 3 clusters Score -1817755 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 15503 members 
Entering Unmasked Estep 
Score: -1818787.875000 Penalty: 4983.238770
	Iteration 8F: 3 clusters Score -1818788 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -1819852.750000 Penalty: 4983.238770
	Iteration 9F: 3 clusters Score -1819853 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 17707 members 
Entering Unmasked Estep 
Score: -1820810.250000 Penalty: 4983.238770
	Iteration 10F: 3 clusters Score -1820810 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 18561 members 
Entering Unmasked Estep 
Score: -1821513.000000 Penalty: 4983.238770
	Iteration 11Q: 3 clusters Score -1821513 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 19250 members 
Entering Unmasked Estep 
Score: -1822019.500000 Penalty: 4983.238770
	Iteration 12Q: 3 clusters Score -1822020 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 19796 members 
Entering Unmasked Estep 
Score: -1822368.875000 Penalty: 4983.238770
	Iteration 13Q: 3 clusters Score -1822369 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 20220 members 
Entering Unmasked Estep 
Score: -1822633.250000 Penalty: 4983.238770
	Iteration 14Q: 3 clusters Score -1822633 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 20570 members 
Entering Unmasked Estep 
Score: -1822831.625000 Penalty: 4983.238770
	Iteration 15Q: 3 clusters Score -1822832 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 20829 members 
Entering Unmasked Estep 
Score: -1822979.500000 Penalty: 4983.238770
	Iteration 16Q: 3 clusters Score -1822980 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 21043 members 
Entering Unmasked Estep 
Score: -1823123.750000 Penalty: 4983.238770
	Iteration 17Q: 3 clusters Score -1823124 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 21208 members 
Entering Unmasked Estep 
Score: -1823223.125000 Penalty: 4983.238770
	Iteration 18Q: 3 clusters Score -1823223 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 21353 members 
Entering Unmasked Estep 
Score: -1823321.375000 Penalty: 4983.238770
	Iteration 19Q: 3 clusters Score -1823321 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 21455 members 
Entering Unmasked Estep 
Score: -1823373.625000 Penalty: 4983.238770
	Iteration 20F: 3 clusters Score -1823374 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 21520 members 
Entering Unmasked Estep 
Score: -1823400.750000 Penalty: 4983.238770
	Iteration 21Q: 3 clusters Score -1823401 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 21553 members 
Entering Unmasked Estep 
Score: -1823409.375000 Penalty: 4983.238770
	Iteration 22Q: 3 clusters Score -1823409 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 21577 members 
Entering Unmasked Estep 
Score: -1823422.250000 Penalty: 4983.238770
	Iteration 23Q: 3 clusters Score -1823422 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 21596 members 
Entering Unmasked Estep 
Score: -1823425.125000 Penalty: 4983.238770
	Iteration 24Q: 3 clusters Score -1823425 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 21609 members 
Entering Unmasked Estep 
Score: -1823430.500000 Penalty: 4983.238770
	Iteration 25Q: 3 clusters Score -1823430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 21616 members 
Entering Unmasked Estep 
Score: -1823429.250000 Penalty: 4983.238770
	Iteration 26Q: 3 clusters Score -1823429 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 21623 members 
Entering Unmasked Estep 
Score: -1823429.750000 Penalty: 4983.238770
	Iteration 27Q: 3 clusters Score -1823430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 21629 members 
Entering Unmasked Estep 
Score: -1823430.000000 Penalty: 4983.238770
	Iteration 28Q: 3 clusters Score -1823430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 21637 members 
Entering Unmasked Estep 
Score: -1823437.000000 Penalty: 4983.238770
	Iteration 29Q: 3 clusters Score -1823437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 21641 members 
Entering Unmasked Estep 
Score: -1823437.125000 Penalty: 4983.238770
	Iteration 30Q: 3 clusters Score -1823437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 21642 members 
Entering Unmasked Estep 
Score: -1823438.000000 Penalty: 4983.238770
	Iteration 31Q: 3 clusters Score -1823438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 21643 members 
Entering Unmasked Estep 
Score: -1823437.375000 Penalty: 4983.238770
	Iteration 32Q: 3 clusters Score -1823437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 21645 members 
Entering Unmasked Estep 
Score: -1823434.750000 Penalty: 4983.238770
	Iteration 33Q: 3 clusters Score -1823435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 21646 members 
Entering Unmasked Estep 
Score: -1823437.250000 Penalty: 4983.238770
	Iteration 34Q: 3 clusters Score -1823437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 21647 members 
Entering Unmasked Estep 
Score: -1823436.750000 Penalty: 4983.238770
	Iteration 35Q: 3 clusters Score -1823437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 21648 members 
Entering Unmasked Estep 
Score: -1823434.375000 Penalty: 4983.238770
	Iteration 36Q: 3 clusters Score -1823434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 21650 members 
Entering Unmasked Estep 
Score: -1823435.625000 Penalty: 4983.238770
	Iteration 37Q: 3 clusters Score -1823436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 21653 members 
Entering Unmasked Estep 
Score: -1823435.250000 Penalty: 4983.238770
	Iteration 38Q: 3 clusters Score -1823435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 21655 members 
Entering Unmasked Estep 
Score: -1823438.625000 Penalty: 4983.238770
	Iteration 39Q: 3 clusters Score -1823439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 21656 members 
Entering Unmasked Estep 
Score: -1823437.500000 Penalty: 4983.238770
	Iteration 40F: 3 clusters Score -1823438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Entering Unmasked Estep 
Score: -334893.656250 Penalty: 2077.270264
	Iteration 0F: 2 clusters Score -334893.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -330833.031250 Penalty: 4154.540527
	Iteration 0F: 3 clusters Score -330833 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -331766.156250 Penalty: 4154.540527
	Iteration 1F: 3 clusters Score -331766.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -331949.750000 Penalty: 4154.540527
	Iteration 2F: 3 clusters Score -331949.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -332073.656250 Penalty: 4154.540527
	Iteration 3Q: 3 clusters Score -332073.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -332152.718750 Penalty: 4154.540527
	Iteration 4Q: 3 clusters Score -332152.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -332205.093750 Penalty: 4154.540527
	Iteration 5Q: 3 clusters Score -332205.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -332244.625000 Penalty: 4154.540527
	Iteration 6Q: 3 clusters Score -332244.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -332276.375000 Penalty: 4154.540527
	Iteration 7Q: 3 clusters Score -332276.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -332306.406250 Penalty: 4154.540527
	Iteration 8Q: 3 clusters Score -332306.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -332334.437500 Penalty: 4154.540527
	Iteration 9Q: 3 clusters Score -332334.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -332351.281250 Penalty: 4154.540527
	Iteration 10Q: 3 clusters Score -332351.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -332361.625000 Penalty: 4154.540527
	Iteration 11Q: 3 clusters Score -332361.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -332371.875000 Penalty: 4154.540527
	Iteration 12Q: 3 clusters Score -332371.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -332387.375000 Penalty: 4154.540527
	Iteration 13Q: 3 clusters Score -332387.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -332404.343750 Penalty: 4154.540527
	Iteration 14Q: 3 clusters Score -332404.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -332422.625000 Penalty: 4154.540527
	Iteration 15Q: 3 clusters Score -332422.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -332444.156250 Penalty: 4154.540527
	Iteration 16Q: 3 clusters Score -332444.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -332465.718750 Penalty: 4154.540527
	Iteration 17Q: 3 clusters Score -332465.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -332487.375000 Penalty: 4154.540527
	Iteration 18Q: 3 clusters Score -332487.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -332505.312500 Penalty: 4154.540527
	Iteration 19Q: 3 clusters Score -332505.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -332521.500000 Penalty: 4154.540527
	Iteration 20F: 3 clusters Score -332521.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -332539.968750 Penalty: 4154.540527
	Iteration 21Q: 3 clusters Score -332540 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -332565.375000 Penalty: 4154.540527
	Iteration 22Q: 3 clusters Score -332565.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -332594.812500 Penalty: 4154.540527
	Iteration 23Q: 3 clusters Score -332594.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -332622.812500 Penalty: 4154.540527
	Iteration 24Q: 3 clusters Score -332622.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -332644.437500 Penalty: 4154.540527
	Iteration 25Q: 3 clusters Score -332644.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -332668.937500 Penalty: 4154.540527
	Iteration 26Q: 3 clusters Score -332668.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -332697.656250 Penalty: 4154.540527
	Iteration 27Q: 3 clusters Score -332697.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -332721.875000 Penalty: 4154.540527
	Iteration 28Q: 3 clusters Score -332721.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -332743.718750 Penalty: 4154.540527
	Iteration 29Q: 3 clusters Score -332743.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -332760.031250 Penalty: 4154.540527
	Iteration 30Q: 3 clusters Score -332760 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -332769.156250 Penalty: 4154.540527
	Iteration 31Q: 3 clusters Score -332769.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -332779.406250 Penalty: 4154.540527
	Iteration 32Q: 3 clusters Score -332779.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -332793.062500 Penalty: 4154.540527
	Iteration 33Q: 3 clusters Score -332793.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -332803.875000 Penalty: 4154.540527
	Iteration 34Q: 3 clusters Score -332803.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -332810.000000 Penalty: 4154.540527
	Iteration 35Q: 3 clusters Score -332810 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -332818.406250 Penalty: 4154.540527
	Iteration 36Q: 3 clusters Score -332818.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -332826.500000 Penalty: 4154.540527
	Iteration 37Q: 3 clusters Score -332826.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -332844.312500 Penalty: 4154.540527
	Iteration 38Q: 3 clusters Score -332844.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -332867.031250 Penalty: 4154.540527
	Iteration 39Q: 3 clusters Score -332867 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -332885.906250 Penalty: 4154.540527
	Iteration 40F: 3 clusters Score -332885.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -332907.531250 Penalty: 4154.540527
	Iteration 41Q: 3 clusters Score -332907.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -332930.343750 Penalty: 4154.540527
	Iteration 42Q: 3 clusters Score -332930.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -332956.187500 Penalty: 4154.540527
	Iteration 43Q: 3 clusters Score -332956.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -332976.375000 Penalty: 4154.540527
	Iteration 44Q: 3 clusters Score -332976.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -332994.218750 Penalty: 4154.540527
	Iteration 45Q: 3 clusters Score -332994.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -333027.031250 Penalty: 4154.540527
	Iteration 46Q: 3 clusters Score -333027 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -333054.062500 Penalty: 4154.540527
	Iteration 47Q: 3 clusters Score -333054.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -333083.000000 Penalty: 4154.540527
	Iteration 48Q: 3 clusters Score -333083 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -333112.093750 Penalty: 4154.540527
	Iteration 49Q: 3 clusters Score -333112.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -333160.062500 Penalty: 4154.540527
	Iteration 50Q: 3 clusters Score -333160.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -333236.187500 Penalty: 4154.540527
	Iteration 51Q: 3 clusters Score -333236.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -333307.062500 Penalty: 4154.540527
	Iteration 52Q: 3 clusters Score -333307.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -333353.750000 Penalty: 4154.540527
	Iteration 53Q: 3 clusters Score -333353.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -333389.843750 Penalty: 4154.540527
	Iteration 54Q: 3 clusters Score -333389.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -333413.687500 Penalty: 4154.540527
	Iteration 55Q: 3 clusters Score -333413.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -333424.468750 Penalty: 4154.540527
	Iteration 56Q: 3 clusters Score -333424.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -333431.843750 Penalty: 4154.540527
	Iteration 57Q: 3 clusters Score -333431.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -333438.218750 Penalty: 4154.540527
	Iteration 58Q: 3 clusters Score -333438.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -333444.093750 Penalty: 4154.540527
	Iteration 59Q: 3 clusters Score -333444.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -333447.406250 Penalty: 4154.540527
	Iteration 60F: 3 clusters Score -333447.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -333448.500000 Penalty: 4154.540527
	Iteration 61Q: 3 clusters Score -333448.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -333450.593750 Penalty: 4154.540527
	Iteration 62Q: 3 clusters Score -333450.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -333452.250000 Penalty: 4154.540527
	Iteration 63Q: 3 clusters Score -333452.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -333454.437500 Penalty: 4154.540527
	Iteration 64Q: 3 clusters Score -333454.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -333455.312500 Penalty: 4154.540527
	Iteration 65Q: 3 clusters Score -333455.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -333456.875000 Penalty: 4154.540527
	Iteration 66Q: 3 clusters Score -333456.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -333457.093750 Penalty: 4154.540527
	Iteration 67Q: 3 clusters Score -333457.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -333457.750000 Penalty: 4154.540527
	Iteration 68Q: 3 clusters Score -333457.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -333458.218750 Penalty: 4154.540527
	Iteration 69Q: 3 clusters Score -333458.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -333459.875000 Penalty: 4154.540527
	Iteration 70Q: 3 clusters Score -333459.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -333460.468750 Penalty: 4154.540527
	Iteration 71Q: 3 clusters Score -333460.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -333460.468750 Penalty: 4154.540527
	Iteration 72F: 3 clusters Score -333460.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15833 members 
Entering Unmasked Estep 
Score: -1304992.125000 Penalty: 2398.123047
	Iteration 0F: 2 clusters Score -1304992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1293668.125000 Penalty: 4796.246094
	Iteration 0F: 3 clusters Score -1293668 nChanged 6768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -1297243.125000 Penalty: 4796.246094
	Iteration 1F: 3 clusters Score -1297243 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -1297670.375000 Penalty: 4796.246094
	Iteration 2F: 3 clusters Score -1297670 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1298148.750000 Penalty: 4796.246094
	Iteration 3F: 3 clusters Score -1298149 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -1298691.875000 Penalty: 4796.246094
	Iteration 4F: 3 clusters Score -1298692 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -1299300.875000 Penalty: 4796.246094
	Iteration 5F: 3 clusters Score -1299301 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -1299971.375000 Penalty: 4796.246094
	Iteration 6F: 3 clusters Score -1299971 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -1300756.250000 Penalty: 4796.246094
	Iteration 7F: 3 clusters Score -1300756 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -1301526.500000 Penalty: 4796.246094
	Iteration 8F: 3 clusters Score -1301526 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -1302103.125000 Penalty: 4796.246094
	Iteration 9Q: 3 clusters Score -1302103 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -1302498.125000 Penalty: 4796.246094
	Iteration 10Q: 3 clusters Score -1302498 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -1302775.125000 Penalty: 4796.246094
	Iteration 11Q: 3 clusters Score -1302775 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -1302944.375000 Penalty: 4796.246094
	Iteration 12Q: 3 clusters Score -1302944 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -1303054.625000 Penalty: 4796.246094
	Iteration 13Q: 3 clusters Score -1303055 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -1303141.750000 Penalty: 4796.246094
	Iteration 14Q: 3 clusters Score -1303142 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -1303193.000000 Penalty: 4796.246094
	Iteration 15Q: 3 clusters Score -1303193 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -1303237.500000 Penalty: 4796.246094
	Iteration 16Q: 3 clusters Score -1303238 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -1303269.875000 Penalty: 4796.246094
	Iteration 17Q: 3 clusters Score -1303270 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -1303301.375000 Penalty: 4796.246094
	Iteration 18Q: 3 clusters Score -1303301 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -1303313.750000 Penalty: 4796.246094
	Iteration 19Q: 3 clusters Score -1303314 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -1303332.250000 Penalty: 4796.246094
	Iteration 20F: 3 clusters Score -1303332 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -1303347.250000 Penalty: 4796.246094
	Iteration 21Q: 3 clusters Score -1303347 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -1303373.375000 Penalty: 4796.246094
	Iteration 22Q: 3 clusters Score -1303373 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -1303393.625000 Penalty: 4796.246094
	Iteration 23Q: 3 clusters Score -1303394 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -1303409.875000 Penalty: 4796.246094
	Iteration 24Q: 3 clusters Score -1303410 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -1303427.750000 Penalty: 4796.246094
	Iteration 25Q: 3 clusters Score -1303428 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -1303443.375000 Penalty: 4796.246094
	Iteration 26Q: 3 clusters Score -1303443 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 14330 members 
Entering Unmasked Estep 
Score: -1303460.125000 Penalty: 4796.246094
	Iteration 27Q: 3 clusters Score -1303460 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -1303474.625000 Penalty: 4796.246094
	Iteration 28Q: 3 clusters Score -1303475 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -1303497.375000 Penalty: 4796.246094
	Iteration 29Q: 3 clusters Score -1303497 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -1303507.125000 Penalty: 4796.246094
	Iteration 30Q: 3 clusters Score -1303507 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -1303512.750000 Penalty: 4796.246094
	Iteration 31Q: 3 clusters Score -1303513 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -1303518.375000 Penalty: 4796.246094
	Iteration 32Q: 3 clusters Score -1303518 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
Score: -1303517.750000 Penalty: 4796.246094
	Iteration 33Q: 3 clusters Score -1303518 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -1303521.000000 Penalty: 4796.246094
	Iteration 34Q: 3 clusters Score -1303521 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -1303526.125000 Penalty: 4796.246094
	Iteration 35Q: 3 clusters Score -1303526 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -1303528.125000 Penalty: 4796.246094
	Iteration 36Q: 3 clusters Score -1303528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
Score: -1303531.500000 Penalty: 4796.246094
	Iteration 37Q: 3 clusters Score -1303532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -1303530.875000 Penalty: 4796.246094
	Iteration 38Q: 3 clusters Score -1303531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 14538 members 
Entering Unmasked Estep 
Score: -1303529.625000 Penalty: 4796.246094
	Iteration 39Q: 3 clusters Score -1303530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -1303531.375000 Penalty: 4796.246094
	Iteration 40F: 3 clusters Score -1303531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -1303531.125000 Penalty: 4796.246094
	Iteration 41Q: 3 clusters Score -1303531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 14544 members 
Entering Unmasked Estep 
Score: -1303532.750000 Penalty: 4796.246094
	Iteration 42Q: 3 clusters Score -1303533 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
Score: -1303531.625000 Penalty: 4796.246094
	Iteration 43Q: 3 clusters Score -1303532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -1303532.750000 Penalty: 4796.246094
	Iteration 44Q: 3 clusters Score -1303533 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -1303532.750000 Penalty: 4796.246094
	Iteration 45F: 3 clusters Score -1303533 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (76058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76058 members 
Entering Unmasked Estep 
Score: -6138169.000000 Penalty: 2787.334229
	Iteration 0F: 2 clusters Score -6138169 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37998 members 
Mstep: Class 2 contains 38060 members 
Entering Unmasked Estep 
Score: -6087125.000000 Penalty: 5574.668457
	Iteration 0F: 3 clusters Score -6087125 nChanged 35885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37667 members 
Mstep: Class 2 contains 38391 members 
Entering Unmasked Estep 
Score: -6107507.000000 Penalty: 5574.668457
	Iteration 1F: 3 clusters Score -6107507 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37447 members 
Mstep: Class 2 contains 38611 members 
Entering Unmasked Estep 
Score: -6108363.500000 Penalty: 5574.668457
	Iteration 2Q: 3 clusters Score -6108364 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37137 members 
Mstep: Class 2 contains 38921 members 
Entering Unmasked Estep 
Score: -6109529.000000 Penalty: 5574.668457
	Iteration 3Q: 3 clusters Score -6109529 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36724 members 
Mstep: Class 2 contains 39334 members 
Entering Unmasked Estep 
Score: -6111281.000000 Penalty: 5574.668457
	Iteration 4Q: 3 clusters Score -6111281 nChanged 3986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36288 members 
Mstep: Class 2 contains 39770 members 
Entering Unmasked Estep 
Score: -6113689.000000 Penalty: 5574.668457
	Iteration 5F: 3 clusters Score -6113689 nChanged 4584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35878 members 
Mstep: Class 2 contains 40180 members 
Entering Unmasked Estep 
Score: -6116773.500000 Penalty: 5574.668457
	Iteration 6F: 3 clusters Score -6116774 nChanged 4911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35553 members 
Mstep: Class 2 contains 40505 members 
Entering Unmasked Estep 
Score: -6120230.000000 Penalty: 5574.668457
	Iteration 7F: 3 clusters Score -6120230 nChanged 5027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35414 members 
Mstep: Class 2 contains 40644 members 
Entering Unmasked Estep 
Score: -6123382.000000 Penalty: 5574.668457
	Iteration 8F: 3 clusters Score -6123382 nChanged 4299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35527 members 
Mstep: Class 2 contains 40531 members 
Entering Unmasked Estep 
Score: -6125752.500000 Penalty: 5574.668457
	Iteration 9F: 3 clusters Score -6125752 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35839 members 
Mstep: Class 2 contains 40219 members 
Entering Unmasked Estep 
Score: -6127183.000000 Penalty: 5574.668457
	Iteration 10Q: 3 clusters Score -6127183 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36159 members 
Mstep: Class 2 contains 39899 members 
Entering Unmasked Estep 
Score: -6128027.000000 Penalty: 5574.668457
	Iteration 11Q: 3 clusters Score -6128027 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36524 members 
Mstep: Class 2 contains 39534 members 
Entering Unmasked Estep 
Score: -6128516.500000 Penalty: 5574.668457
	Iteration 12Q: 3 clusters Score -6128516 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36941 members 
Mstep: Class 2 contains 39117 members 
Entering Unmasked Estep 
Score: -6128932.500000 Penalty: 5574.668457
	Iteration 13Q: 3 clusters Score -6128932 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37334 members 
Mstep: Class 2 contains 38724 members 
Entering Unmasked Estep 
Score: -6129241.000000 Penalty: 5574.668457
	Iteration 14Q: 3 clusters Score -6129241 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37789 members 
Mstep: Class 2 contains 38269 members 
Entering Unmasked Estep 
Score: -6129494.000000 Penalty: 5574.668457
	Iteration 15Q: 3 clusters Score -6129494 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38211 members 
Mstep: Class 2 contains 37847 members 
Entering Unmasked Estep 
Score: -6129733.000000 Penalty: 5574.668457
	Iteration 16Q: 3 clusters Score -6129733 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38616 members 
Mstep: Class 2 contains 37442 members 
Entering Unmasked Estep 
Score: -6129920.500000 Penalty: 5574.668457
	Iteration 17Q: 3 clusters Score -6129920 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39035 members 
Mstep: Class 2 contains 37023 members 
Entering Unmasked Estep 
Score: -6130088.500000 Penalty: 5574.668457
	Iteration 18Q: 3 clusters Score -6130088 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39492 members 
Mstep: Class 2 contains 36566 members 
Entering Unmasked Estep 
Score: -6130230.500000 Penalty: 5574.668457
	Iteration 19Q: 3 clusters Score -6130230 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39937 members 
Mstep: Class 2 contains 36121 members 
Entering Unmasked Estep 
Score: -6130377.500000 Penalty: 5574.668457
	Iteration 20F: 3 clusters Score -6130378 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40386 members 
Mstep: Class 2 contains 35672 members 
Entering Unmasked Estep 
Score: -6130533.500000 Penalty: 5574.668457
	Iteration 21Q: 3 clusters Score -6130534 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40827 members 
Mstep: Class 2 contains 35231 members 
Entering Unmasked Estep 
Score: -6130637.000000 Penalty: 5574.668457
	Iteration 22Q: 3 clusters Score -6130637 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41275 members 
Mstep: Class 2 contains 34783 members 
Entering Unmasked Estep 
Score: -6130760.500000 Penalty: 5574.668457
	Iteration 23Q: 3 clusters Score -6130760 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41723 members 
Mstep: Class 2 contains 34335 members 
Entering Unmasked Estep 
Score: -6130851.500000 Penalty: 5574.668457
	Iteration 24Q: 3 clusters Score -6130852 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42183 members 
Mstep: Class 2 contains 33875 members 
Entering Unmasked Estep 
Score: -6130918.000000 Penalty: 5574.668457
	Iteration 25Q: 3 clusters Score -6130918 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42585 members 
Mstep: Class 2 contains 33473 members 
Entering Unmasked Estep 
Score: -6131011.000000 Penalty: 5574.668457
	Iteration 26Q: 3 clusters Score -6131011 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43018 members 
Mstep: Class 2 contains 33040 members 
Entering Unmasked Estep 
Score: -6131055.000000 Penalty: 5574.668457
	Iteration 27Q: 3 clusters Score -6131055 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43454 members 
Mstep: Class 2 contains 32604 members 
Entering Unmasked Estep 
Score: -6131143.500000 Penalty: 5574.668457
	Iteration 28Q: 3 clusters Score -6131144 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43901 members 
Mstep: Class 2 contains 32157 members 
Entering Unmasked Estep 
Score: -6131252.000000 Penalty: 5574.668457
	Iteration 29Q: 3 clusters Score -6131252 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44342 members 
Mstep: Class 2 contains 31716 members 
Entering Unmasked Estep 
Score: -6131292.500000 Penalty: 5574.668457
	Iteration 30Q: 3 clusters Score -6131292 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44748 members 
Mstep: Class 2 contains 31310 members 
Entering Unmasked Estep 
Score: -6131385.000000 Penalty: 5574.668457
	Iteration 31Q: 3 clusters Score -6131385 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45197 members 
Mstep: Class 2 contains 30861 members 
Entering Unmasked Estep 
Score: -6131435.000000 Penalty: 5574.668457
	Iteration 32Q: 3 clusters Score -6131435 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45622 members 
Mstep: Class 2 contains 30436 members 
Entering Unmasked Estep 
Score: -6131503.500000 Penalty: 5574.668457
	Iteration 33Q: 3 clusters Score -6131504 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46094 members 
Mstep: Class 2 contains 29964 members 
Entering Unmasked Estep 
Score: -6131550.000000 Penalty: 5574.668457
	Iteration 34Q: 3 clusters Score -6131550 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46621 members 
Mstep: Class 2 contains 29437 members 
Entering Unmasked Estep 
Score: -6131613.000000 Penalty: 5574.668457
	Iteration 35Q: 3 clusters Score -6131613 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47143 members 
Mstep: Class 2 contains 28915 members 
Entering Unmasked Estep 
Score: -6131692.000000 Penalty: 5574.668457
	Iteration 36Q: 3 clusters Score -6131692 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47688 members 
Mstep: Class 2 contains 28370 members 
Entering Unmasked Estep 
Score: -6131765.000000 Penalty: 5574.668457
	Iteration 37Q: 3 clusters Score -6131765 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48270 members 
Mstep: Class 2 contains 27788 members 
Entering Unmasked Estep 
Score: -6131908.500000 Penalty: 5574.668457
	Iteration 38Q: 3 clusters Score -6131908 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48901 members 
Mstep: Class 2 contains 27157 members 
Entering Unmasked Estep 
Score: -6132035.500000 Penalty: 5574.668457
	Iteration 39Q: 3 clusters Score -6132036 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49542 members 
Mstep: Class 2 contains 26516 members 
Entering Unmasked Estep 
Score: -6132131.500000 Penalty: 5574.668457
	Iteration 40F: 3 clusters Score -6132132 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50222 members 
Mstep: Class 2 contains 25836 members 
Entering Unmasked Estep 
Score: -6132236.500000 Penalty: 5574.668457
	Iteration 41Q: 3 clusters Score -6132236 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50929 members 
Mstep: Class 2 contains 25129 members 
Entering Unmasked Estep 
Score: -6132352.000000 Penalty: 5574.668457
	Iteration 42Q: 3 clusters Score -6132352 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51661 members 
Mstep: Class 2 contains 24397 members 
Entering Unmasked Estep 
Score: -6132492.000000 Penalty: 5574.668457
	Iteration 43Q: 3 clusters Score -6132492 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52426 members 
Mstep: Class 2 contains 23632 members 
Entering Unmasked Estep 
Score: -6132649.000000 Penalty: 5574.668457
	Iteration 44Q: 3 clusters Score -6132649 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53208 members 
Mstep: Class 2 contains 22850 members 
Entering Unmasked Estep 
Score: -6132837.000000 Penalty: 5574.668457
	Iteration 45Q: 3 clusters Score -6132837 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54024 members 
Mstep: Class 2 contains 22034 members 
Entering Unmasked Estep 
Score: -6133024.000000 Penalty: 5574.668457
	Iteration 46Q: 3 clusters Score -6133024 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54879 members 
Mstep: Class 2 contains 21179 members 
Entering Unmasked Estep 
Score: -6133254.000000 Penalty: 5574.668457
	Iteration 47Q: 3 clusters Score -6133254 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55747 members 
Mstep: Class 2 contains 20311 members 
Entering Unmasked Estep 
Score: -6133503.000000 Penalty: 5574.668457
	Iteration 48Q: 3 clusters Score -6133503 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56647 members 
Mstep: Class 2 contains 19411 members 
Entering Unmasked Estep 
Score: -6133770.500000 Penalty: 5574.668457
	Iteration 49Q: 3 clusters Score -6133770 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57553 members 
Mstep: Class 2 contains 18505 members 
Entering Unmasked Estep 
Score: -6134046.500000 Penalty: 5574.668457
	Iteration 50Q: 3 clusters Score -6134046 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58431 members 
Mstep: Class 2 contains 17627 members 
Entering Unmasked Estep 
Score: -6134310.500000 Penalty: 5574.668457
	Iteration 51Q: 3 clusters Score -6134310 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59246 members 
Mstep: Class 2 contains 16812 members 
Entering Unmasked Estep 
Score: -6134565.500000 Penalty: 5574.668457
	Iteration 52Q: 3 clusters Score -6134566 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60033 members 
Mstep: Class 2 contains 16025 members 
Entering Unmasked Estep 
Score: -6134762.500000 Penalty: 5574.668457
	Iteration 53Q: 3 clusters Score -6134762 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60740 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -6134995.500000 Penalty: 5574.668457
	Iteration 54Q: 3 clusters Score -6134996 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61456 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -6135205.000000 Penalty: 5574.668457
	Iteration 55Q: 3 clusters Score -6135205 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62117 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -6135367.500000 Penalty: 5574.668457
	Iteration 56Q: 3 clusters Score -6135368 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62731 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -6135525.500000 Penalty: 5574.668457
	Iteration 57Q: 3 clusters Score -6135526 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63275 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -6135619.000000 Penalty: 5574.668457
	Iteration 58Q: 3 clusters Score -6135619 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63737 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -6135759.500000 Penalty: 5574.668457
	Iteration 59Q: 3 clusters Score -6135760 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64153 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -6135827.500000 Penalty: 5574.668457
	Iteration 60F: 3 clusters Score -6135828 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64542 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -6135909.000000 Penalty: 5574.668457
	Iteration 61Q: 3 clusters Score -6135909 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64852 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -6135949.500000 Penalty: 5574.668457
	Iteration 62Q: 3 clusters Score -6135950 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65154 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -6136005.000000 Penalty: 5574.668457
	Iteration 63Q: 3 clusters Score -6136005 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65443 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -6136052.500000 Penalty: 5574.668457
	Iteration 64Q: 3 clusters Score -6136052 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65721 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -6136089.500000 Penalty: 5574.668457
	Iteration 65Q: 3 clusters Score -6136090 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65968 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -6136095.500000 Penalty: 5574.668457
	Iteration 66Q: 3 clusters Score -6136096 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66166 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -6136149.500000 Penalty: 5574.668457
	Iteration 67Q: 3 clusters Score -6136150 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66346 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -6136183.000000 Penalty: 5574.668457
	Iteration 68Q: 3 clusters Score -6136183 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66508 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -6136182.500000 Penalty: 5574.668457
	Iteration 69Q: 3 clusters Score -6136182 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66690 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -6136231.500000 Penalty: 5574.668457
	Iteration 70Q: 3 clusters Score -6136232 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66874 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -6136249.000000 Penalty: 5574.668457
	Iteration 71Q: 3 clusters Score -6136249 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67051 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -6136263.000000 Penalty: 5574.668457
	Iteration 72Q: 3 clusters Score -6136263 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67231 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -6136276.500000 Penalty: 5574.668457
	Iteration 73Q: 3 clusters Score -6136276 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67387 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -6136280.500000 Penalty: 5574.668457
	Iteration 74Q: 3 clusters Score -6136280 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67549 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -6136294.000000 Penalty: 5574.668457
	Iteration 75Q: 3 clusters Score -6136294 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67697 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -6136307.500000 Penalty: 5574.668457
	Iteration 76Q: 3 clusters Score -6136308 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67823 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -6136319.500000 Penalty: 5574.668457
	Iteration 77Q: 3 clusters Score -6136320 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67951 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -6136344.000000 Penalty: 5574.668457
	Iteration 78Q: 3 clusters Score -6136344 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68065 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -6136347.500000 Penalty: 5574.668457
	Iteration 79Q: 3 clusters Score -6136348 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68166 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -6136382.500000 Penalty: 5574.668457
	Iteration 80F: 3 clusters Score -6136382 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68260 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -6136397.500000 Penalty: 5574.668457
	Iteration 81Q: 3 clusters Score -6136398 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68356 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -6136399.000000 Penalty: 5574.668457
	Iteration 82Q: 3 clusters Score -6136399 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68434 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -6136411.500000 Penalty: 5574.668457
	Iteration 83Q: 3 clusters Score -6136412 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68509 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -6136406.000000 Penalty: 5574.668457
	Iteration 84Q: 3 clusters Score -6136406 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68569 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -6136411.000000 Penalty: 5574.668457
	Iteration 85Q: 3 clusters Score -6136411 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68623 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -6136426.500000 Penalty: 5574.668457
	Iteration 86Q: 3 clusters Score -6136426 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68671 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -6136424.000000 Penalty: 5574.668457
	Iteration 87Q: 3 clusters Score -6136424 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68712 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -6136425.000000 Penalty: 5574.668457
	Iteration 88Q: 3 clusters Score -6136425 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68748 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -6136427.000000 Penalty: 5574.668457
	Iteration 89Q: 3 clusters Score -6136427 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68794 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -6136426.500000 Penalty: 5574.668457
	Iteration 90Q: 3 clusters Score -6136426 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68844 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -6136430.000000 Penalty: 5574.668457
	Iteration 91Q: 3 clusters Score -6136430 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68888 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -6136444.500000 Penalty: 5574.668457
	Iteration 92Q: 3 clusters Score -6136444 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68934 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -6136443.000000 Penalty: 5574.668457
	Iteration 93Q: 3 clusters Score -6136443 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68976 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -6136437.500000 Penalty: 5574.668457
	Iteration 94Q: 3 clusters Score -6136438 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69028 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -6136448.500000 Penalty: 5574.668457
	Iteration 95Q: 3 clusters Score -6136448 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69070 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -6136450.000000 Penalty: 5574.668457
	Iteration 96Q: 3 clusters Score -6136450 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69105 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -6136472.000000 Penalty: 5574.668457
	Iteration 97Q: 3 clusters Score -6136472 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69140 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -6136468.000000 Penalty: 5574.668457
	Iteration 98Q: 3 clusters Score -6136468 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69180 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -6136470.000000 Penalty: 5574.668457
	Iteration 99Q: 3 clusters Score -6136470 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69208 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -6136466.000000 Penalty: 5574.668457
	Iteration 100F: 3 clusters Score -6136466 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69230 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -6136468 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69253 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -6136461.000000 Penalty: 5574.668457
	Iteration 102Q: 3 clusters Score -6136461 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69280 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -6136460.000000 Penalty: 5574.668457
	Iteration 103Q: 3 clusters Score -6136460 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69305 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -6136453.500000 Penalty: 5574.668457
	Iteration 104Q: 3 clusters Score -6136454 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69331 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -6136449.000000 Penalty: 5574.668457
	Iteration 105Q: 3 clusters Score -6136449 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69358 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -6136460.500000 Penalty: 5574.668457
	Iteration 106Q: 3 clusters Score -6136460 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69385 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -6136456.500000 Penalty: 5574.668457
	Iteration 107Q: 3 clusters Score -6136456 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69404 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -6136472.500000 Penalty: 5574.668457
	Iteration 108Q: 3 clusters Score -6136472 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69420 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -6136474.000000 Penalty: 5574.668457
	Iteration 109Q: 3 clusters Score -6136474 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69440 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -6136475.500000 Penalty: 5574.668457
	Iteration 110Q: 3 clusters Score -6136476 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69459 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -6136476.000000 Penalty: 5574.668457
	Iteration 111Q: 3 clusters Score -6136476 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69473 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -6136467.000000 Penalty: 5574.668457
	Iteration 112Q: 3 clusters Score -6136467 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69485 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -6136474.500000 Penalty: 5574.668457
	Iteration 113Q: 3 clusters Score -6136474 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69497 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -6136473.500000 Penalty: 5574.668457
	Iteration 114Q: 3 clusters Score -6136474 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69514 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -6136479.500000 Penalty: 5574.668457
	Iteration 115Q: 3 clusters Score -6136480 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69530 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -6136479.500000 Penalty: 5574.668457
	Iteration 116Q: 3 clusters Score -6136480 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69550 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -6136475.000000 Penalty: 5574.668457
	Iteration 117Q: 3 clusters Score -6136475 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69571 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -6136475.500000 Penalty: 5574.668457
	Iteration 118Q: 3 clusters Score -6136476 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69588 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -6136480.500000 Penalty: 5574.668457
	Iteration 119Q: 3 clusters Score -6136480 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69603 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -6136484.000000 Penalty: 5574.668457
	Iteration 120F: 3 clusters Score -6136484 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69618 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -6136485.000000 Penalty: 5574.668457
	Iteration 121Q: 3 clusters Score -6136485 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69634 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -6136477.000000 Penalty: 5574.668457
	Iteration 122Q: 3 clusters Score -6136477 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69650 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -6136491.000000 Penalty: 5574.668457
	Iteration 123Q: 3 clusters Score -6136491 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69665 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -6136485.500000 Penalty: 5574.668457
	Iteration 124Q: 3 clusters Score -6136486 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69678 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -6136493.500000 Penalty: 5574.668457
	Iteration 125Q: 3 clusters Score -6136494 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69688 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -6136492.500000 Penalty: 5574.668457
	Iteration 126Q: 3 clusters Score -6136492 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69700 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -6136489.000000 Penalty: 5574.668457
	Iteration 127Q: 3 clusters Score -6136489 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69714 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -6136484.500000 Penalty: 5574.668457
	Iteration 128Q: 3 clusters Score -6136484 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69732 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -6136485.000000 Penalty: 5574.668457
	Iteration 129Q: 3 clusters Score -6136485 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69743 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -6136485.500000 Penalty: 5574.668457
	Iteration 130Q: 3 clusters Score -6136486 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69755 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -6136488.500000 Penalty: 5574.668457
	Iteration 131Q: 3 clusters Score -6136488 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69766 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -6136491.500000 Penalty: 5574.668457
	Iteration 132Q: 3 clusters Score -6136492 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69774 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -6136496.500000 Penalty: 5574.668457
	Iteration 133Q: 3 clusters Score -6136496 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69785 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -6136494.000000 Penalty: 5574.668457
	Iteration 134Q: 3 clusters Score -6136494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69788 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -6136488.000000 Penalty: 5574.668457
	Iteration 135Q: 3 clusters Score -6136488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69791 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -6136493.000000 Penalty: 5574.668457
	Iteration 136Q: 3 clusters Score -6136493 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69794 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -6136486.000000 Penalty: 5574.668457
	Iteration 137Q: 3 clusters Score -6136486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69797 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -6136482.000000 Penalty: 5574.668457
	Iteration 138Q: 3 clusters Score -6136482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69798 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -6136484.500000 Penalty: 5574.668457
	Iteration 139Q: 3 clusters Score -6136484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69802 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -6136483.500000 Penalty: 5574.668457
	Iteration 140F: 3 clusters Score -6136484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69808 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -6136487.000000 Penalty: 5574.668457
	Iteration 141Q: 3 clusters Score -6136487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69811 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -6136492.000000 Penalty: 5574.668457
	Iteration 142Q: 3 clusters Score -6136492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69814 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -6136494.000000 Penalty: 5574.668457
	Iteration 143Q: 3 clusters Score -6136494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69815 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -6136493.000000 Penalty: 5574.668457
	Iteration 144Q: 3 clusters Score -6136493 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69818 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -6136500.000000 Penalty: 5574.668457
	Iteration 145Q: 3 clusters Score -6136500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69819 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -6136503.500000 Penalty: 5574.668457
	Iteration 146Q: 3 clusters Score -6136504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69823 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -6136505.500000 Penalty: 5574.668457
	Iteration 147Q: 3 clusters Score -6136506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69824 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -6136500.500000 Penalty: 5574.668457
	Iteration 148Q: 3 clusters Score -6136500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69827 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -6136504.500000 Penalty: 5574.668457
	Iteration 149Q: 3 clusters Score -6136504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69830 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -6136498.500000 Penalty: 5574.668457
	Iteration 150Q: 3 clusters Score -6136498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69836 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -6136487.000000 Penalty: 5574.668457
	Iteration 151Q: 3 clusters Score -6136487 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69841 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -6136494.000000 Penalty: 5574.668457
	Iteration 152Q: 3 clusters Score -6136494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69843 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -6136500.000000 Penalty: 5574.668457
	Iteration 153Q: 3 clusters Score -6136500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69846 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -6136498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69848 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -6136498 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 69848 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
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	Iteration 156F: 3 clusters Score -6136498 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8718 members 
Entering Unmasked Estep 
Score: -659992.187500 Penalty: 2250.139893
	Iteration 0F: 2 clusters Score -659992.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -653111.562500 Penalty: 4500.279785
	Iteration 0F: 3 clusters Score -653111.6 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -655165.062500 Penalty: 4500.279785
	Iteration 1F: 3 clusters Score -655165.1 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -655686.2 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -656116 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -656468.937500 Penalty: 4500.279785
	Iteration 4F: 3 clusters Score -656468.9 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -656757.687500 Penalty: 4500.279785
	Iteration 5F: 3 clusters Score -656757.7 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -657026.437500 Penalty: 4500.279785
	Iteration 6Q: 3 clusters Score -657026.4 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -657317.750000 Penalty: 4500.279785
	Iteration 7Q: 3 clusters Score -657317.8 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -657556.812500 Penalty: 4500.279785
	Iteration 8Q: 3 clusters Score -657556.8 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -657801.937500 Penalty: 4500.279785
	Iteration 9Q: 3 clusters Score -657801.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -658041.562500 Penalty: 4500.279785
	Iteration 10Q: 3 clusters Score -658041.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -658249.875000 Penalty: 4500.279785
	Iteration 11Q: 3 clusters Score -658249.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -658430.500000 Penalty: 4500.279785
	Iteration 12Q: 3 clusters Score -658430.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -658571.687500 Penalty: 4500.279785
	Iteration 13Q: 3 clusters Score -658571.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -658673.375000 Penalty: 4500.279785
	Iteration 14Q: 3 clusters Score -658673.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -658754.250000 Penalty: 4500.279785
	Iteration 15Q: 3 clusters Score -658754.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -658811.187500 Penalty: 4500.279785
	Iteration 16Q: 3 clusters Score -658811.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -658856.750000 Penalty: 4500.279785
	Iteration 17Q: 3 clusters Score -658856.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -658905.312500 Penalty: 4500.279785
	Iteration 18Q: 3 clusters Score -658905.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -658927.562500 Penalty: 4500.279785
	Iteration 19Q: 3 clusters Score -658927.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -658949.812500 Penalty: 4500.279785
	Iteration 20F: 3 clusters Score -658949.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -658962.125000 Penalty: 4500.279785
	Iteration 21Q: 3 clusters Score -658962.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -658965.500000 Penalty: 4500.279785
	Iteration 22Q: 3 clusters Score -658965.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -658967.937500 Penalty: 4500.279785
	Iteration 23Q: 3 clusters Score -658967.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -658970.187500 Penalty: 4500.279785
	Iteration 24Q: 3 clusters Score -658970.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -658970.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -658971.500000 Penalty: 4500.279785
	Iteration 26Q: 3 clusters Score -658971.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -658971.125000 Penalty: 4500.279785
	Iteration 27Q: 3 clusters Score -658971.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -658970.375000 Penalty: 4500.279785
	Iteration 28Q: 3 clusters Score -658970.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -658973.062500 Penalty: 4500.279785
	Iteration 29Q: 3 clusters Score -658973.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -658976.000000 Penalty: 4500.279785
	Iteration 30Q: 3 clusters Score -658976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -658977.687500 Penalty: 4500.279785
	Iteration 31Q: 3 clusters Score -658977.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -658980.062500 Penalty: 4500.279785
	Iteration 32Q: 3 clusters Score -658980.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -658979.687500 Penalty: 4500.279785
	Iteration 33Q: 3 clusters Score -658979.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -658980.687500 Penalty: 4500.279785
	Iteration 34Q: 3 clusters Score -658980.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -658980.812500 Penalty: 4500.279785
	Iteration 35Q: 3 clusters Score -658980.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -658980.375000 Penalty: 4500.279785
	Iteration 36Q: 3 clusters Score -658980.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -658984.062500 Penalty: 4500.279785
	Iteration 37Q: 3 clusters Score -658984.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -658984.125000 Penalty: 4500.279785
	Iteration 38Q: 3 clusters Score -658984.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -658985.625000 Penalty: 4500.279785
	Iteration 39Q: 3 clusters Score -658985.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -658986.812500 Penalty: 4500.279785
	Iteration 40F: 3 clusters Score -658986.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (18919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18919 members 
Entering Unmasked Estep 
Score: -1567936.250000 Penalty: 2442.284668
	Iteration 0F: 2 clusters Score -1567936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -1554489.125000 Penalty: 4884.569336
	Iteration 0F: 3 clusters Score -1554489 nChanged 8357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -1559019.125000 Penalty: 4884.569336
	Iteration 1F: 3 clusters Score -1559019 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -1559406.125000 Penalty: 4884.569336
	Iteration 2F: 3 clusters Score -1559406 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -1559765.125000 Penalty: 4884.569336
	Iteration 3Q: 3 clusters Score -1559765 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -1560110.750000 Penalty: 4884.569336
	Iteration 4Q: 3 clusters Score -1560111 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1560462.500000 Penalty: 4884.569336
	Iteration 5Q: 3 clusters Score -1560462 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1560908.000000 Penalty: 4884.569336
	Iteration 6Q: 3 clusters Score -1560908 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1561436.750000 Penalty: 4884.569336
	Iteration 7Q: 3 clusters Score -1561437 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1562073.250000 Penalty: 4884.569336
	Iteration 8F: 3 clusters Score -1562073 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1562874.000000 Penalty: 4884.569336
	Iteration 9F: 3 clusters Score -1562874 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16569 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -1563806.250000 Penalty: 4884.569336
	Iteration 10F: 3 clusters Score -1563806 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17404 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1564577.125000 Penalty: 4884.569336
	Iteration 11Q: 3 clusters Score -1564577 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17987 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1565118.000000 Penalty: 4884.569336
	Iteration 12Q: 3 clusters Score -1565118 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18260 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1565391.625000 Penalty: 4884.569336
	Iteration 13Q: 3 clusters Score -1565392 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18408 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1565545.750000 Penalty: 4884.569336
	Iteration 14Q: 3 clusters Score -1565546 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18482 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1565628.000000 Penalty: 4884.569336
	Iteration 15Q: 3 clusters Score -1565628 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18517 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1565671.875000 Penalty: 4884.569336
	Iteration 16Q: 3 clusters Score -1565672 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18541 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1565703.125000 Penalty: 4884.569336
	Iteration 17Q: 3 clusters Score -1565703 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18559 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1565719.500000 Penalty: 4884.569336
	Iteration 18Q: 3 clusters Score -1565720 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18571 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1565736.625000 Penalty: 4884.569336
	Iteration 19Q: 3 clusters Score -1565737 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18583 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1565751.250000 Penalty: 4884.569336
	Iteration 20F: 3 clusters Score -1565751 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18588 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1565759.875000 Penalty: 4884.569336
	Iteration 21Q: 3 clusters Score -1565760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18594 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1565769.875000 Penalty: 4884.569336
	Iteration 22Q: 3 clusters Score -1565770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18599 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1565775.500000 Penalty: 4884.569336
	Iteration 23Q: 3 clusters Score -1565776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18604 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1565783.000000 Penalty: 4884.569336
	Iteration 24Q: 3 clusters Score -1565783 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18606 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1565786.500000 Penalty: 4884.569336
	Iteration 25Q: 3 clusters Score -1565786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18606 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1565786.500000 Penalty: 4884.569336
	Iteration 26F: 3 clusters Score -1565786 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (23917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23917 members 
Entering Unmasked Estep 
Score: -1692220.125000 Penalty: 2500.421631
	Iteration 0F: 2 clusters Score -1692220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -1675675.750000 Penalty: 5000.843262
	Iteration 0F: 3 clusters Score -1675676 nChanged 10675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -1681495.875000 Penalty: 5000.843262
	Iteration 1F: 3 clusters Score -1681496 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -1681980.000000 Penalty: 5000.843262
	Iteration 2F: 3 clusters Score -1681980 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -1682413.875000 Penalty: 5000.843262
	Iteration 3Q: 3 clusters Score -1682414 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -1682887.750000 Penalty: 5000.843262
	Iteration 4Q: 3 clusters Score -1682888 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -1683370.250000 Penalty: 5000.843262
	Iteration 5Q: 3 clusters Score -1683370 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -1683913.500000 Penalty: 5000.843262
	Iteration 6Q: 3 clusters Score -1683914 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -1684461.125000 Penalty: 5000.843262
	Iteration 7Q: 3 clusters Score -1684461 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -1685011.250000 Penalty: 5000.843262
	Iteration 8Q: 3 clusters Score -1685011 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -1685538.500000 Penalty: 5000.843262
	Iteration 9Q: 3 clusters Score -1685538 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -1686027.250000 Penalty: 5000.843262
	Iteration 10Q: 3 clusters Score -1686027 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -1686434.875000 Penalty: 5000.843262
	Iteration 11Q: 3 clusters Score -1686435 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -1686757.125000 Penalty: 5000.843262
	Iteration 12Q: 3 clusters Score -1686757 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -1687048.875000 Penalty: 5000.843262
	Iteration 13Q: 3 clusters Score -1687049 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -1687294.250000 Penalty: 5000.843262
	Iteration 14Q: 3 clusters Score -1687294 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -1687516.000000 Penalty: 5000.843262
	Iteration 15Q: 3 clusters Score -1687516 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -1687678.750000 Penalty: 5000.843262
	Iteration 16Q: 3 clusters Score -1687679 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -1687822.250000 Penalty: 5000.843262
	Iteration 17Q: 3 clusters Score -1687822 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1687942.375000 Penalty: 5000.843262
	Iteration 18Q: 3 clusters Score -1687942 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -1688060.625000 Penalty: 5000.843262
	Iteration 19Q: 3 clusters Score -1688061 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15922 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -1688185.750000 Penalty: 5000.843262
	Iteration 20F: 3 clusters Score -1688186 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16198 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1688320.500000 Penalty: 5000.843262
	Iteration 21Q: 3 clusters Score -1688320 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16517 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1688487.500000 Penalty: 5000.843262
	Iteration 22Q: 3 clusters Score -1688488 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16817 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1688631.875000 Penalty: 5000.843262
	Iteration 23Q: 3 clusters Score -1688632 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17109 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1688739.375000 Penalty: 5000.843262
	Iteration 24Q: 3 clusters Score -1688739 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17371 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1688840.500000 Penalty: 5000.843262
	Iteration 25Q: 3 clusters Score -1688840 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1688927.250000 Penalty: 5000.843262
	Iteration 26Q: 3 clusters Score -1688927 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17870 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1689016.875000 Penalty: 5000.843262
	Iteration 27Q: 3 clusters Score -1689017 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18138 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1689109.500000 Penalty: 5000.843262
	Iteration 28Q: 3 clusters Score -1689110 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18395 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1689193.625000 Penalty: 5000.843262
	Iteration 29Q: 3 clusters Score -1689194 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1689275.000000 Penalty: 5000.843262
	Iteration 30Q: 3 clusters Score -1689275 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18846 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1689366.000000 Penalty: 5000.843262
	Iteration 31Q: 3 clusters Score -1689366 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19070 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1689446.000000 Penalty: 5000.843262
	Iteration 32Q: 3 clusters Score -1689446 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19279 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1689528.375000 Penalty: 5000.843262
	Iteration 33Q: 3 clusters Score -1689528 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19480 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1689600.250000 Penalty: 5000.843262
	Iteration 34Q: 3 clusters Score -1689600 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19678 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1689673.375000 Penalty: 5000.843262
	Iteration 35Q: 3 clusters Score -1689673 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19871 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1689749.500000 Penalty: 5000.843262
	Iteration 36Q: 3 clusters Score -1689750 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20051 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1689807.000000 Penalty: 5000.843262
	Iteration 37Q: 3 clusters Score -1689807 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20217 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1689876.250000 Penalty: 5000.843262
	Iteration 38Q: 3 clusters Score -1689876 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20379 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1689942.625000 Penalty: 5000.843262
	Iteration 39Q: 3 clusters Score -1689943 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20574 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -1690024.125000 Penalty: 5000.843262
	Iteration 40F: 3 clusters Score -1690024 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20737 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1690092.750000 Penalty: 5000.843262
	Iteration 41Q: 3 clusters Score -1690093 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20915 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1690173.750000 Penalty: 5000.843262
	Iteration 42Q: 3 clusters Score -1690174 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21094 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1690249.750000 Penalty: 5000.843262
	Iteration 43Q: 3 clusters Score -1690250 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21252 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1690319.875000 Penalty: 5000.843262
	Iteration 44Q: 3 clusters Score -1690320 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21390 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1690394.500000 Penalty: 5000.843262
	Iteration 45Q: 3 clusters Score -1690394 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21528 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1690444.000000 Penalty: 5000.843262
	Iteration 46Q: 3 clusters Score -1690444 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21651 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1690505.250000 Penalty: 5000.843262
	Iteration 47Q: 3 clusters Score -1690505 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21766 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1690562.000000 Penalty: 5000.843262
	Iteration 48Q: 3 clusters Score -1690562 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21899 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1690633.875000 Penalty: 5000.843262
	Iteration 49Q: 3 clusters Score -1690634 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22005 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1690683.125000 Penalty: 5000.843262
	Iteration 50Q: 3 clusters Score -1690683 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22113 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1690735.750000 Penalty: 5000.843262
	Iteration 51Q: 3 clusters Score -1690736 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22214 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1690790.375000 Penalty: 5000.843262
	Iteration 52Q: 3 clusters Score -1690790 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22298 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1690842.750000 Penalty: 5000.843262
	Iteration 53Q: 3 clusters Score -1690843 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22367 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1690887.750000 Penalty: 5000.843262
	Iteration 54Q: 3 clusters Score -1690888 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22428 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1690937.250000 Penalty: 5000.843262
	Iteration 55Q: 3 clusters Score -1690937 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22488 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1690975.500000 Penalty: 5000.843262
	Iteration 56Q: 3 clusters Score -1690976 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22524 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1690989.125000 Penalty: 5000.843262
	Iteration 57Q: 3 clusters Score -1690989 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22552 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1691007.375000 Penalty: 5000.843262
	Iteration 58Q: 3 clusters Score -1691007 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22582 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1691010.250000 Penalty: 5000.843262
	Iteration 59Q: 3 clusters Score -1691010 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22600 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1691020.000000 Penalty: 5000.843262
	Iteration 60F: 3 clusters Score -1691020 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22613 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1691022.625000 Penalty: 5000.843262
	Iteration 61Q: 3 clusters Score -1691023 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22618 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1691026.875000 Penalty: 5000.843262
	Iteration 62Q: 3 clusters Score -1691027 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22621 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1691025.500000 Penalty: 5000.843262
	Iteration 63Q: 3 clusters Score -1691026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22623 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1691028.750000 Penalty: 5000.843262
	Iteration 64Q: 3 clusters Score -1691029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22625 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1691030.875000 Penalty: 5000.843262
	Iteration 65Q: 3 clusters Score -1691031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22626 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1691030.750000 Penalty: 5000.843262
	Iteration 66Q: 3 clusters Score -1691031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22627 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1691029.500000 Penalty: 5000.843262
	Iteration 67Q: 3 clusters Score -1691030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22629 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1691028.875000 Penalty: 5000.843262
	Iteration 68Q: 3 clusters Score -1691029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22630 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1691029.750000 Penalty: 5000.843262
	Iteration 69Q: 3 clusters Score -1691030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22630 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1691029.750000 Penalty: 5000.843262
	Iteration 70F: 3 clusters Score -1691030 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Entering Unmasked Estep 
Score: -666586.625000 Penalty: 2242.044189
	Iteration 0F: 2 clusters Score -666586.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -659900.937500 Penalty: 4484.088379
	Iteration 0F: 3 clusters Score -659900.9 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -661710.687500 Penalty: 4484.088379
	Iteration 1F: 3 clusters Score -661710.7 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -662028.687500 Penalty: 4484.088379
	Iteration 2F: 3 clusters Score -662028.7 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -662255.937500 Penalty: 4484.088379
	Iteration 3F: 3 clusters Score -662255.9 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -662418.000000 Penalty: 4484.088379
	Iteration 4Q: 3 clusters Score -662418 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -662546.562500 Penalty: 4484.088379
	Iteration 5Q: 3 clusters Score -662546.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -662656.937500 Penalty: 4484.088379
	Iteration 6Q: 3 clusters Score -662656.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -662754.687500 Penalty: 4484.088379
	Iteration 7Q: 3 clusters Score -662754.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -662835.625000 Penalty: 4484.088379
	Iteration 8Q: 3 clusters Score -662835.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -662913.937500 Penalty: 4484.088379
	Iteration 9Q: 3 clusters Score -662913.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -662987.875000 Penalty: 4484.088379
	Iteration 10Q: 3 clusters Score -662987.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -663058.437500 Penalty: 4484.088379
	Iteration 11Q: 3 clusters Score -663058.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -663137.875000 Penalty: 4484.088379
	Iteration 12Q: 3 clusters Score -663137.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -663225.625000 Penalty: 4484.088379
	Iteration 13Q: 3 clusters Score -663225.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -663303.250000 Penalty: 4484.088379
	Iteration 14Q: 3 clusters Score -663303.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -663385.000000 Penalty: 4484.088379
	Iteration 15Q: 3 clusters Score -663385 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -663455.312500 Penalty: 4484.088379
	Iteration 16Q: 3 clusters Score -663455.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -663532.062500 Penalty: 4484.088379
	Iteration 17Q: 3 clusters Score -663532.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -663602.625000 Penalty: 4484.088379
	Iteration 18Q: 3 clusters Score -663602.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -663696.750000 Penalty: 4484.088379
	Iteration 19Q: 3 clusters Score -663696.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -663800.000000 Penalty: 4484.088379
	Iteration 20F: 3 clusters Score -663800 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -663894.625000 Penalty: 4484.088379
	Iteration 21Q: 3 clusters Score -663894.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -663980.625000 Penalty: 4484.088379
	Iteration 22Q: 3 clusters Score -663980.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -664046.750000 Penalty: 4484.088379
	Iteration 23Q: 3 clusters Score -664046.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -664109.750000 Penalty: 4484.088379
	Iteration 24Q: 3 clusters Score -664109.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -664162.625000 Penalty: 4484.088379
	Iteration 25Q: 3 clusters Score -664162.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -664198.875000 Penalty: 4484.088379
	Iteration 26Q: 3 clusters Score -664198.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -664232.500000 Penalty: 4484.088379
	Iteration 27Q: 3 clusters Score -664232.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -664267.875000 Penalty: 4484.088379
	Iteration 28Q: 3 clusters Score -664267.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -664291.562500 Penalty: 4484.088379
	Iteration 29Q: 3 clusters Score -664291.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -664313.687500 Penalty: 4484.088379
	Iteration 30Q: 3 clusters Score -664313.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -664330.500000 Penalty: 4484.088379
	Iteration 31Q: 3 clusters Score -664330.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -664350.562500 Penalty: 4484.088379
	Iteration 32Q: 3 clusters Score -664350.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -664373.687500 Penalty: 4484.088379
	Iteration 33Q: 3 clusters Score -664373.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -664394.875000 Penalty: 4484.088379
	Iteration 34Q: 3 clusters Score -664394.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -664408.125000 Penalty: 4484.088379
	Iteration 35Q: 3 clusters Score -664408.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -664419.750000 Penalty: 4484.088379
	Iteration 36Q: 3 clusters Score -664419.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -664425.375000 Penalty: 4484.088379
	Iteration 37Q: 3 clusters Score -664425.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -664430.125000 Penalty: 4484.088379
	Iteration 38Q: 3 clusters Score -664430.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -664436.312500 Penalty: 4484.088379
	Iteration 39Q: 3 clusters Score -664436.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -664437.125000 Penalty: 4484.088379
	Iteration 40F: 3 clusters Score -664437.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -664440.750000 Penalty: 4484.088379
	Iteration 41Q: 3 clusters Score -664440.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -664441.000000 Penalty: 4484.088379
	Iteration 42Q: 3 clusters Score -664441 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -664442.625000 Penalty: 4484.088379
	Iteration 43Q: 3 clusters Score -664442.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -664443.125000 Penalty: 4484.088379
	Iteration 44Q: 3 clusters Score -664443.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -664444.000000 Penalty: 4484.088379
	Iteration 45Q: 3 clusters Score -664444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -664444.250000 Penalty: 4484.088379
	Iteration 46Q: 3 clusters Score -664444.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -664444.250000 Penalty: 4484.088379
	Iteration 47F: 3 clusters Score -664444.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Entering Unmasked Estep 
Score: -159635.671875 Penalty: 1929.722290
	Iteration 0F: 2 clusters Score -159635.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -156783.281250 Penalty: 3859.444580
	Iteration 0F: 3 clusters Score -156783.3 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -157404.781250 Penalty: 3859.444580
	Iteration 1F: 3 clusters Score -157404.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -157605.078125 Penalty: 3859.444580
	Iteration 2F: 3 clusters Score -157605.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -157762.000000 Penalty: 3859.444580
	Iteration 3F: 3 clusters Score -157762 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -157884.750000 Penalty: 3859.444580
	Iteration 4Q: 3 clusters Score -157884.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -158024.875000 Penalty: 3859.444580
	Iteration 5Q: 3 clusters Score -158024.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -158176.500000 Penalty: 3859.444580
	Iteration 6Q: 3 clusters Score -158176.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -158311.453125 Penalty: 3859.444580
	Iteration 7Q: 3 clusters Score -158311.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -158430.312500 Penalty: 3859.444580
	Iteration 8Q: 3 clusters Score -158430.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -158523.718750 Penalty: 3859.444580
	Iteration 9Q: 3 clusters Score -158523.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -158602.687500 Penalty: 3859.444580
	Iteration 10Q: 3 clusters Score -158602.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -158680.984375 Penalty: 3859.444580
	Iteration 11Q: 3 clusters Score -158681 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -158736.390625 Penalty: 3859.444580
	Iteration 12Q: 3 clusters Score -158736.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -158785.437500 Penalty: 3859.444580
	Iteration 13Q: 3 clusters Score -158785.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -158810.953125 Penalty: 3859.444580
	Iteration 14Q: 3 clusters Score -158811 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -158826.750000 Penalty: 3859.444580
	Iteration 15Q: 3 clusters Score -158826.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -158841.281250 Penalty: 3859.444580
	Iteration 16Q: 3 clusters Score -158841.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -158854.765625 Penalty: 3859.444580
	Iteration 17Q: 3 clusters Score -158854.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -158858.906250 Penalty: 3859.444580
	Iteration 18Q: 3 clusters Score -158858.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -158862.531250 Penalty: 3859.444580
	Iteration 19Q: 3 clusters Score -158862.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -158865.343750 Penalty: 3859.444580
	Iteration 20F: 3 clusters Score -158865.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -158866.265625 Penalty: 3859.444580
	Iteration 21Q: 3 clusters Score -158866.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -158866.265625 Penalty: 3859.444580
	Iteration 22F: 3 clusters Score -158866.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (68345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68345 members 
Entering Unmasked Estep 
Score: -5551093.000000 Penalty: 2760.816162
	Iteration 0F: 2 clusters Score -5551093 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34205 members 
Mstep: Class 2 contains 34140 members 
Entering Unmasked Estep 
Score: -5505267.500000 Penalty: 5521.632324
	Iteration 0F: 3 clusters Score -5505268 nChanged 31794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34141 members 
Mstep: Class 2 contains 34204 members 
Entering Unmasked Estep 
Score: -5523395.000000 Penalty: 5521.632324
	Iteration 1F: 3 clusters Score -5523395 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33895 members 
Mstep: Class 2 contains 34450 members 
Entering Unmasked Estep 
Score: -5524254.500000 Penalty: 5521.632324
	Iteration 2Q: 3 clusters Score -5524254 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33558 members 
Mstep: Class 2 contains 34787 members 
Entering Unmasked Estep 
Score: -5525232.500000 Penalty: 5521.632324
	Iteration 3Q: 3 clusters Score -5525232 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33138 members 
Mstep: Class 2 contains 35207 members 
Entering Unmasked Estep 
Score: -5526449.500000 Penalty: 5521.632324
	Iteration 4Q: 3 clusters Score -5526450 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32657 members 
Mstep: Class 2 contains 35688 members 
Entering Unmasked Estep 
Score: -5528177.000000 Penalty: 5521.632324
	Iteration 5Q: 3 clusters Score -5528177 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32097 members 
Mstep: Class 2 contains 36248 members 
Entering Unmasked Estep 
Score: -5530556.500000 Penalty: 5521.632324
	Iteration 6F: 3 clusters Score -5530556 nChanged 4265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31446 members 
Mstep: Class 2 contains 36899 members 
Entering Unmasked Estep 
Score: -5533779.000000 Penalty: 5521.632324
	Iteration 7F: 3 clusters Score -5533779 nChanged 4582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30638 members 
Mstep: Class 2 contains 37707 members 
Entering Unmasked Estep 
Score: -5537590.000000 Penalty: 5521.632324
	Iteration 8F: 3 clusters Score -5537590 nChanged 4255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29757 members 
Mstep: Class 2 contains 38588 members 
Entering Unmasked Estep 
Score: -5540723.000000 Penalty: 5521.632324
	Iteration 9F: 3 clusters Score -5540723 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28834 members 
Mstep: Class 2 contains 39511 members 
Entering Unmasked Estep 
Score: -5542429.500000 Penalty: 5521.632324
	Iteration 10Q: 3 clusters Score -5542430 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27899 members 
Mstep: Class 2 contains 40446 members 
Entering Unmasked Estep 
Score: -5543387.000000 Penalty: 5521.632324
	Iteration 11Q: 3 clusters Score -5543387 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26974 members 
Mstep: Class 2 contains 41371 members 
Entering Unmasked Estep 
Score: -5544023.500000 Penalty: 5521.632324
	Iteration 12Q: 3 clusters Score -5544024 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26072 members 
Mstep: Class 2 contains 42273 members 
Entering Unmasked Estep 
Score: -5544511.000000 Penalty: 5521.632324
	Iteration 13Q: 3 clusters Score -5544511 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25306 members 
Mstep: Class 2 contains 43039 members 
Entering Unmasked Estep 
Score: -5544864.500000 Penalty: 5521.632324
	Iteration 14Q: 3 clusters Score -5544864 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24580 members 
Mstep: Class 2 contains 43765 members 
Entering Unmasked Estep 
Score: -5545194.500000 Penalty: 5521.632324
	Iteration 15Q: 3 clusters Score -5545194 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23928 members 
Mstep: Class 2 contains 44417 members 
Entering Unmasked Estep 
Score: -5545406.000000 Penalty: 5521.632324
	Iteration 16Q: 3 clusters Score -5545406 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23307 members 
Mstep: Class 2 contains 45038 members 
Entering Unmasked Estep 
Score: -5545599.500000 Penalty: 5521.632324
	Iteration 17Q: 3 clusters Score -5545600 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22723 members 
Mstep: Class 2 contains 45622 members 
Entering Unmasked Estep 
Score: -5545724.500000 Penalty: 5521.632324
	Iteration 18Q: 3 clusters Score -5545724 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22156 members 
Mstep: Class 2 contains 46189 members 
Entering Unmasked Estep 
Score: -5545892.500000 Penalty: 5521.632324
	Iteration 19Q: 3 clusters Score -5545892 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21674 members 
Mstep: Class 2 contains 46671 members 
Entering Unmasked Estep 
Score: -5545991.500000 Penalty: 5521.632324
	Iteration 20F: 3 clusters Score -5545992 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21183 members 
Mstep: Class 2 contains 47162 members 
Entering Unmasked Estep 
Score: -5546056.500000 Penalty: 5521.632324
	Iteration 21Q: 3 clusters Score -5546056 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20664 members 
Mstep: Class 2 contains 47681 members 
Entering Unmasked Estep 
Score: -5546175.500000 Penalty: 5521.632324
	Iteration 22Q: 3 clusters Score -5546176 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20154 members 
Mstep: Class 2 contains 48191 members 
Entering Unmasked Estep 
Score: -5546255.500000 Penalty: 5521.632324
	Iteration 23Q: 3 clusters Score -5546256 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19671 members 
Mstep: Class 2 contains 48674 members 
Entering Unmasked Estep 
Score: -5546321.500000 Penalty: 5521.632324
	Iteration 24Q: 3 clusters Score -5546322 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19186 members 
Mstep: Class 2 contains 49159 members 
Entering Unmasked Estep 
Score: -5546392.000000 Penalty: 5521.632324
	Iteration 25Q: 3 clusters Score -5546392 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18694 members 
Mstep: Class 2 contains 49651 members 
Entering Unmasked Estep 
Score: -5546451.000000 Penalty: 5521.632324
	Iteration 26Q: 3 clusters Score -5546451 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18210 members 
Mstep: Class 2 contains 50135 members 
Entering Unmasked Estep 
Score: -5546525.000000 Penalty: 5521.632324
	Iteration 27Q: 3 clusters Score -5546525 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 50601 members 
Entering Unmasked Estep 
Score: -5546583.500000 Penalty: 5521.632324
	Iteration 28Q: 3 clusters Score -5546584 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 51066 members 
Entering Unmasked Estep 
Score: -5546654.000000 Penalty: 5521.632324
	Iteration 29Q: 3 clusters Score -5546654 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16840 members 
Mstep: Class 2 contains 51505 members 
Entering Unmasked Estep 
Score: -5546764.500000 Penalty: 5521.632324
	Iteration 30Q: 3 clusters Score -5546764 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 51932 members 
Entering Unmasked Estep 
Score: -5546842.500000 Penalty: 5521.632324
	Iteration 31Q: 3 clusters Score -5546842 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 52361 members 
Entering Unmasked Estep 
Score: -5546925.500000 Penalty: 5521.632324
	Iteration 32Q: 3 clusters Score -5546926 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 52756 members 
Entering Unmasked Estep 
Score: -5546972.000000 Penalty: 5521.632324
	Iteration 33Q: 3 clusters Score -5546972 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 53190 members 
Entering Unmasked Estep 
Score: -5547058.000000 Penalty: 5521.632324
	Iteration 34Q: 3 clusters Score -5547058 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14733 members 
Mstep: Class 2 contains 53612 members 
Entering Unmasked Estep 
Score: -5547103.500000 Penalty: 5521.632324
	Iteration 35Q: 3 clusters Score -5547104 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 54015 members 
Entering Unmasked Estep 
Score: -5547143.000000 Penalty: 5521.632324
	Iteration 36Q: 3 clusters Score -5547143 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 54421 members 
Entering Unmasked Estep 
Score: -5547236.000000 Penalty: 5521.632324
	Iteration 37Q: 3 clusters Score -5547236 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 54823 members 
Entering Unmasked Estep 
Score: -5547317.500000 Penalty: 5521.632324
	Iteration 38Q: 3 clusters Score -5547318 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 55214 members 
Entering Unmasked Estep 
Score: -5547380.000000 Penalty: 5521.632324
	Iteration 39Q: 3 clusters Score -5547380 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 55578 members 
Entering Unmasked Estep 
Score: -5547456.500000 Penalty: 5521.632324
	Iteration 40F: 3 clusters Score -5547456 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 55937 members 
Entering Unmasked Estep 
Score: -5547516.500000 Penalty: 5521.632324
	Iteration 41Q: 3 clusters Score -5547516 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 56293 members 
Entering Unmasked Estep 
Score: -5547579.000000 Penalty: 5521.632324
	Iteration 42Q: 3 clusters Score -5547579 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 56651 members 
Entering Unmasked Estep 
Score: -5547645.000000 Penalty: 5521.632324
	Iteration 43Q: 3 clusters Score -5547645 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 57004 members 
Entering Unmasked Estep 
Score: -5547716.000000 Penalty: 5521.632324
	Iteration 44Q: 3 clusters Score -5547716 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 57377 members 
Entering Unmasked Estep 
Score: -5547790.000000 Penalty: 5521.632324
	Iteration 45Q: 3 clusters Score -5547790 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 57715 members 
Entering Unmasked Estep 
Score: -5547850.000000 Penalty: 5521.632324
	Iteration 46Q: 3 clusters Score -5547850 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 58009 members 
Entering Unmasked Estep 
Score: -5547913.000000 Penalty: 5521.632324
	Iteration 47Q: 3 clusters Score -5547913 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 58275 members 
Entering Unmasked Estep 
Score: -5547933.000000 Penalty: 5521.632324
	Iteration 48Q: 3 clusters Score -5547933 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 58555 members 
Entering Unmasked Estep 
Score: -5547970.000000 Penalty: 5521.632324
	Iteration 49Q: 3 clusters Score -5547970 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 58811 members 
Entering Unmasked Estep 
Score: -5548007.500000 Penalty: 5521.632324
	Iteration 50Q: 3 clusters Score -5548008 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 59054 members 
Entering Unmasked Estep 
Score: -5548034.000000 Penalty: 5521.632324
	Iteration 51Q: 3 clusters Score -5548034 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 59312 members 
Entering Unmasked Estep 
Score: -5548103.500000 Penalty: 5521.632324
	Iteration 52Q: 3 clusters Score -5548104 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 59578 members 
Entering Unmasked Estep 
Score: -5548147.500000 Penalty: 5521.632324
	Iteration 53Q: 3 clusters Score -5548148 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 59855 members 
Entering Unmasked Estep 
Score: -5548216.500000 Penalty: 5521.632324
	Iteration 54Q: 3 clusters Score -5548216 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 60129 members 
Entering Unmasked Estep 
Score: -5548264.500000 Penalty: 5521.632324
	Iteration 55Q: 3 clusters Score -5548264 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 60407 members 
Entering Unmasked Estep 
Score: -5548314.500000 Penalty: 5521.632324
	Iteration 56Q: 3 clusters Score -5548314 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 60661 members 
Entering Unmasked Estep 
Score: -5548360.500000 Penalty: 5521.632324
	Iteration 57Q: 3 clusters Score -5548360 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 60891 members 
Entering Unmasked Estep 
Score: -5548409.000000 Penalty: 5521.632324
	Iteration 58Q: 3 clusters Score -5548409 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 61088 members 
Entering Unmasked Estep 
Score: -5548448.000000 Penalty: 5521.632324
	Iteration 59Q: 3 clusters Score -5548448 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 61265 members 
Entering Unmasked Estep 
Score: -5548469.000000 Penalty: 5521.632324
	Iteration 60F: 3 clusters Score -5548469 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 61419 members 
Entering Unmasked Estep 
Score: -5548490.500000 Penalty: 5521.632324
	Iteration 61Q: 3 clusters Score -5548490 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 61569 members 
Entering Unmasked Estep 
Score: -5548506.000000 Penalty: 5521.632324
	Iteration 62Q: 3 clusters Score -5548506 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 61718 members 
Entering Unmasked Estep 
Score: -5548531.500000 Penalty: 5521.632324
	Iteration 63Q: 3 clusters Score -5548532 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 61868 members 
Entering Unmasked Estep 
Score: -5548542.500000 Penalty: 5521.632324
	Iteration 64Q: 3 clusters Score -5548542 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 62005 members 
Entering Unmasked Estep 
Score: -5548587.000000 Penalty: 5521.632324
	Iteration 65Q: 3 clusters Score -5548587 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 62155 members 
Entering Unmasked Estep 
Score: -5548602.000000 Penalty: 5521.632324
	Iteration 66Q: 3 clusters Score -5548602 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 62297 members 
Entering Unmasked Estep 
Score: -5548618.500000 Penalty: 5521.632324
	Iteration 67Q: 3 clusters Score -5548618 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 62436 members 
Entering Unmasked Estep 
Score: -5548643.000000 Penalty: 5521.632324
	Iteration 68Q: 3 clusters Score -5548643 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 62561 members 
Entering Unmasked Estep 
Score: -5548673.000000 Penalty: 5521.632324
	Iteration 69Q: 3 clusters Score -5548673 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 62680 members 
Entering Unmasked Estep 
Score: -5548663.000000 Penalty: 5521.632324
	Iteration 70Q: 3 clusters Score -5548663 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 62791 members 
Entering Unmasked Estep 
Score: -5548682.500000 Penalty: 5521.632324
	Iteration 71Q: 3 clusters Score -5548682 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 62896 members 
Entering Unmasked Estep 
Score: -5548689.000000 Penalty: 5521.632324
	Iteration 72Q: 3 clusters Score -5548689 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 62994 members 
Entering Unmasked Estep 
Score: -5548703.500000 Penalty: 5521.632324
	Iteration 73Q: 3 clusters Score -5548704 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 63100 members 
Entering Unmasked Estep 
Score: -5548720.000000 Penalty: 5521.632324
	Iteration 74Q: 3 clusters Score -5548720 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 63203 members 
Entering Unmasked Estep 
Score: -5548742.500000 Penalty: 5521.632324
	Iteration 75Q: 3 clusters Score -5548742 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 63288 members 
Entering Unmasked Estep 
Score: -5548756.000000 Penalty: 5521.632324
	Iteration 76Q: 3 clusters Score -5548756 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 63377 members 
Entering Unmasked Estep 
Score: -5548765.500000 Penalty: 5521.632324
	Iteration 77Q: 3 clusters Score -5548766 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 63450 members 
Entering Unmasked Estep 
Score: -5548773.500000 Penalty: 5521.632324
	Iteration 78Q: 3 clusters Score -5548774 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 63497 members 
Entering Unmasked Estep 
Score: -5548778.000000 Penalty: 5521.632324
	Iteration 79Q: 3 clusters Score -5548778 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 63540 members 
Entering Unmasked Estep 
Score: -5548780.500000 Penalty: 5521.632324
	Iteration 80F: 3 clusters Score -5548780 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 63582 members 
Entering Unmasked Estep 
Score: -5548782.500000 Penalty: 5521.632324
	Iteration 81Q: 3 clusters Score -5548782 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 63619 members 
Entering Unmasked Estep 
Score: -5548788.000000 Penalty: 5521.632324
	Iteration 82Q: 3 clusters Score -5548788 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 63651 members 
Entering Unmasked Estep 
Score: -5548810.500000 Penalty: 5521.632324
	Iteration 83Q: 3 clusters Score -5548810 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 63684 members 
Entering Unmasked Estep 
Score: -5548813.000000 Penalty: 5521.632324
	Iteration 84Q: 3 clusters Score -5548813 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 63706 members 
Entering Unmasked Estep 
Score: -5548820.000000 Penalty: 5521.632324
	Iteration 85Q: 3 clusters Score -5548820 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 63734 members 
Entering Unmasked Estep 
Score: -5548825.500000 Penalty: 5521.632324
	Iteration 86Q: 3 clusters Score -5548826 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 63760 members 
Entering Unmasked Estep 
Score: -5548828.500000 Penalty: 5521.632324
	Iteration 87Q: 3 clusters Score -5548828 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 63796 members 
Entering Unmasked Estep 
Score: -5548827.500000 Penalty: 5521.632324
	Iteration 88Q: 3 clusters Score -5548828 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 63836 members 
Entering Unmasked Estep 
Score: -5548837.500000 Penalty: 5521.632324
	Iteration 89Q: 3 clusters Score -5548838 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 63877 members 
Entering Unmasked Estep 
Score: -5548838.000000 Penalty: 5521.632324
	Iteration 90Q: 3 clusters Score -5548838 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 63906 members 
Entering Unmasked Estep 
Score: -5548848.000000 Penalty: 5521.632324
	Iteration 91Q: 3 clusters Score -5548848 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 63928 members 
Entering Unmasked Estep 
Score: -5548852.500000 Penalty: 5521.632324
	Iteration 92Q: 3 clusters Score -5548852 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 63955 members 
Entering Unmasked Estep 
Score: -5548846.000000 Penalty: 5521.632324
	Iteration 93Q: 3 clusters Score -5548846 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 63973 members 
Entering Unmasked Estep 
Score: -5548857.500000 Penalty: 5521.632324
	Iteration 94Q: 3 clusters Score -5548858 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 63992 members 
Entering Unmasked Estep 
Score: -5548858.000000 Penalty: 5521.632324
	Iteration 95Q: 3 clusters Score -5548858 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 64008 members 
Entering Unmasked Estep 
Score: -5548858.000000 Penalty: 5521.632324
	Iteration 96Q: 3 clusters Score -5548858 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 64027 members 
Entering Unmasked Estep 
Score: -5548857.000000 Penalty: 5521.632324
	Iteration 97Q: 3 clusters Score -5548857 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 64052 members 
Entering Unmasked Estep 
Score: -5548866.000000 Penalty: 5521.632324
	Iteration 98Q: 3 clusters Score -5548866 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 64075 members 
Entering Unmasked Estep 
Score: -5548859.500000 Penalty: 5521.632324
	Iteration 99Q: 3 clusters Score -5548860 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 64096 members 
Entering Unmasked Estep 
Score: -5548864.500000 Penalty: 5521.632324
	Iteration 100F: 3 clusters Score -5548864 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 64115 members 
Entering Unmasked Estep 
Score: -5548859.500000 Penalty: 5521.632324
	Iteration 101Q: 3 clusters Score -5548860 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 64132 members 
Entering Unmasked Estep 
Score: -5548868.500000 Penalty: 5521.632324
	Iteration 102Q: 3 clusters Score -5548868 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 64147 members 
Entering Unmasked Estep 
Score: -5548874.500000 Penalty: 5521.632324
	Iteration 103Q: 3 clusters Score -5548874 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 64164 members 
Entering Unmasked Estep 
Score: -5548874.000000 Penalty: 5521.632324
	Iteration 104Q: 3 clusters Score -5548874 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 64182 members 
Entering Unmasked Estep 
Score: -5548873.500000 Penalty: 5521.632324
	Iteration 105Q: 3 clusters Score -5548874 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 64195 members 
Entering Unmasked Estep 
Score: -5548871.000000 Penalty: 5521.632324
	Iteration 106Q: 3 clusters Score -5548871 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 64210 members 
Entering Unmasked Estep 
Score: -5548875.500000 Penalty: 5521.632324
	Iteration 107Q: 3 clusters Score -5548876 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 64226 members 
Entering Unmasked Estep 
Score: -5548879.500000 Penalty: 5521.632324
	Iteration 108Q: 3 clusters Score -5548880 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 64238 members 
Entering Unmasked Estep 
Score: -5548884.000000 Penalty: 5521.632324
	Iteration 109Q: 3 clusters Score -5548884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 64246 members 
Entering Unmasked Estep 
Score: -5548883.500000 Penalty: 5521.632324
	Iteration 110Q: 3 clusters Score -5548884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 64252 members 
Entering Unmasked Estep 
Score: -5548880.500000 Penalty: 5521.632324
	Iteration 111Q: 3 clusters Score -5548880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 64255 members 
Entering Unmasked Estep 
Score: -5548888.000000 Penalty: 5521.632324
	Iteration 112Q: 3 clusters Score -5548888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 64258 members 
Entering Unmasked Estep 
Score: -5548888.000000 Penalty: 5521.632324
	Iteration 113Q: 3 clusters Score -5548888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 64261 members 
Entering Unmasked Estep 
Score: -5548891.500000 Penalty: 5521.632324
	Iteration 114Q: 3 clusters Score -5548892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 64265 members 
Entering Unmasked Estep 
Score: -5548891.500000 Penalty: 5521.632324
	Iteration 115Q: 3 clusters Score -5548892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 64272 members 
Entering Unmasked Estep 
Score: -5548892.000000 Penalty: 5521.632324
	Iteration 116Q: 3 clusters Score -5548892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 64280 members 
Entering Unmasked Estep 
Score: -5548891.000000 Penalty: 5521.632324
	Iteration 117Q: 3 clusters Score -5548891 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 64289 members 
Entering Unmasked Estep 
Score: -5548879.500000 Penalty: 5521.632324
	Iteration 118Q: 3 clusters Score -5548880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 64295 members 
Entering Unmasked Estep 
Score: -5548884.000000 Penalty: 5521.632324
	Iteration 119Q: 3 clusters Score -5548884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 64299 members 
Entering Unmasked Estep 
Score: -5548883.000000 Penalty: 5521.632324
	Iteration 120F: 3 clusters Score -5548883 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 64304 members 
Entering Unmasked Estep 
Score: -5548888.000000 Penalty: 5521.632324
	Iteration 121Q: 3 clusters Score -5548888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 64306 members 
Entering Unmasked Estep 
Score: -5548891.500000 Penalty: 5521.632324
	Iteration 122Q: 3 clusters Score -5548892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 64309 members 
Entering Unmasked Estep 
Score: -5548889.000000 Penalty: 5521.632324
	Iteration 123Q: 3 clusters Score -5548889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 64313 members 
Entering Unmasked Estep 
Score: -5548894.500000 Penalty: 5521.632324
	Iteration 124Q: 3 clusters Score -5548894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 64316 members 
Entering Unmasked Estep 
Score: -5548895.500000 Penalty: 5521.632324
	Iteration 125Q: 3 clusters Score -5548896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 64317 members 
Entering Unmasked Estep 
Score: -5548893.500000 Penalty: 5521.632324
	Iteration 126Q: 3 clusters Score -5548894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 64317 members 
Entering Unmasked Estep 
Score: -5548893.500000 Penalty: 5521.632324
	Iteration 127F: 3 clusters Score -5548894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (15856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15856 members 
Entering Unmasked Estep 
Score: -1262211.000000 Penalty: 2398.483154
	Iteration 0F: 2 clusters Score -1262211 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1250780.250000 Penalty: 4796.966309
	Iteration 0F: 3 clusters Score -1250780 nChanged 6893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1254501.250000 Penalty: 4796.966309
	Iteration 1F: 3 clusters Score -1254501 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1254937.625000 Penalty: 4796.966309
	Iteration 2F: 3 clusters Score -1254938 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1255280.625000 Penalty: 4796.966309
	Iteration 3F: 3 clusters Score -1255281 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -1255611.375000 Penalty: 4796.966309
	Iteration 4Q: 3 clusters Score -1255611 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1255940.375000 Penalty: 4796.966309
	Iteration 5Q: 3 clusters Score -1255940 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1256312.875000 Penalty: 4796.966309
	Iteration 6Q: 3 clusters Score -1256313 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1256752.750000 Penalty: 4796.966309
	Iteration 7Q: 3 clusters Score -1256753 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1257211.625000 Penalty: 4796.966309
	Iteration 8F: 3 clusters Score -1257212 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1257663.625000 Penalty: 4796.966309
	Iteration 9Q: 3 clusters Score -1257664 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1258098.500000 Penalty: 4796.966309
	Iteration 10Q: 3 clusters Score -1258098 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1258471.125000 Penalty: 4796.966309
	Iteration 11Q: 3 clusters Score -1258471 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1258733.625000 Penalty: 4796.966309
	Iteration 12Q: 3 clusters Score -1258734 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1258935.000000 Penalty: 4796.966309
	Iteration 13Q: 3 clusters Score -1258935 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1259079.875000 Penalty: 4796.966309
	Iteration 14Q: 3 clusters Score -1259080 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -1259163.875000 Penalty: 4796.966309
	Iteration 15Q: 3 clusters Score -1259164 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1259208.625000 Penalty: 4796.966309
	Iteration 16Q: 3 clusters Score -1259209 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1259240.500000 Penalty: 4796.966309
	Iteration 17Q: 3 clusters Score -1259240 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -1259265.875000 Penalty: 4796.966309
	Iteration 18Q: 3 clusters Score -1259266 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1259292.375000 Penalty: 4796.966309
	Iteration 19Q: 3 clusters Score -1259292 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -1259312.250000 Penalty: 4796.966309
	Iteration 20F: 3 clusters Score -1259312 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1259323.500000 Penalty: 4796.966309
	Iteration 21Q: 3 clusters Score -1259324 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -1259332.375000 Penalty: 4796.966309
	Iteration 22Q: 3 clusters Score -1259332 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1259343.250000 Penalty: 4796.966309
	Iteration 23Q: 3 clusters Score -1259343 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1259355.125000 Penalty: 4796.966309
	Iteration 24Q: 3 clusters Score -1259355 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1259375.500000 Penalty: 4796.966309
	Iteration 25Q: 3 clusters Score -1259376 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -1259393.000000 Penalty: 4796.966309
	Iteration 26Q: 3 clusters Score -1259393 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -1259403.000000 Penalty: 4796.966309
	Iteration 27Q: 3 clusters Score -1259403 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -1259421.625000 Penalty: 4796.966309
	Iteration 28Q: 3 clusters Score -1259422 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1259441.000000 Penalty: 4796.966309
	Iteration 29Q: 3 clusters Score -1259441 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -1259456.000000 Penalty: 4796.966309
	Iteration 30Q: 3 clusters Score -1259456 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -1259467.125000 Penalty: 4796.966309
	Iteration 31Q: 3 clusters Score -1259467 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -1259478.125000 Penalty: 4796.966309
	Iteration 32Q: 3 clusters Score -1259478 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -1259497.250000 Penalty: 4796.966309
	Iteration 33Q: 3 clusters Score -1259497 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -1259508.500000 Penalty: 4796.966309
	Iteration 34Q: 3 clusters Score -1259508 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -1259521.375000 Penalty: 4796.966309
	Iteration 35Q: 3 clusters Score -1259521 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -1259535.625000 Penalty: 4796.966309
	Iteration 36Q: 3 clusters Score -1259536 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -1259555.125000 Penalty: 4796.966309
	Iteration 37Q: 3 clusters Score -1259555 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -1259574.625000 Penalty: 4796.966309
	Iteration 38Q: 3 clusters Score -1259575 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -1259608.375000 Penalty: 4796.966309
	Iteration 39Q: 3 clusters Score -1259608 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -1259650.750000 Penalty: 4796.966309
	Iteration 40F: 3 clusters Score -1259651 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -1259682.000000 Penalty: 4796.966309
	Iteration 41Q: 3 clusters Score -1259682 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -1259718.875000 Penalty: 4796.966309
	Iteration 42Q: 3 clusters Score -1259719 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -1259766.375000 Penalty: 4796.966309
	Iteration 43Q: 3 clusters Score -1259766 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -1259818.250000 Penalty: 4796.966309
	Iteration 44Q: 3 clusters Score -1259818 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -1259880.625000 Penalty: 4796.966309
	Iteration 45Q: 3 clusters Score -1259881 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -1259972.375000 Penalty: 4796.966309
	Iteration 46Q: 3 clusters Score -1259972 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -1260120.375000 Penalty: 4796.966309
	Iteration 47Q: 3 clusters Score -1260120 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -1260312.375000 Penalty: 4796.966309
	Iteration 48Q: 3 clusters Score -1260312 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -1260546.375000 Penalty: 4796.966309
	Iteration 49Q: 3 clusters Score -1260546 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -1260794.875000 Penalty: 4796.966309
	Iteration 50Q: 3 clusters Score -1260795 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -1260998.000000 Penalty: 4796.966309
	Iteration 51Q: 3 clusters Score -1260998 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -1261154.375000 Penalty: 4796.966309
	Iteration 52Q: 3 clusters Score -1261154 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -1261243.000000 Penalty: 4796.966309
	Iteration 53Q: 3 clusters Score -1261243 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -1261300.875000 Penalty: 4796.966309
	Iteration 54Q: 3 clusters Score -1261301 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -1261335.750000 Penalty: 4796.966309
	Iteration 55Q: 3 clusters Score -1261336 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -1261355.250000 Penalty: 4796.966309
	Iteration 56Q: 3 clusters Score -1261355 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -1261369.500000 Penalty: 4796.966309
	Iteration 57Q: 3 clusters Score -1261370 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -1261377.875000 Penalty: 4796.966309
	Iteration 58Q: 3 clusters Score -1261378 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -1261381.625000 Penalty: 4796.966309
	Iteration 59Q: 3 clusters Score -1261382 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -1261391.500000 Penalty: 4796.966309
	Iteration 60F: 3 clusters Score -1261392 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -1261402.625000 Penalty: 4796.966309
	Iteration 61Q: 3 clusters Score -1261403 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -1261404.375000 Penalty: 4796.966309
	Iteration 62Q: 3 clusters Score -1261404 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -1261411.750000 Penalty: 4796.966309
	Iteration 63Q: 3 clusters Score -1261412 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -1261415.000000 Penalty: 4796.966309
	Iteration 64Q: 3 clusters Score -1261415 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -1261420.000000 Penalty: 4796.966309
	Iteration 65Q: 3 clusters Score -1261420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -1261418.875000 Penalty: 4796.966309
	Iteration 66Q: 3 clusters Score -1261419 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -1261417.250000 Penalty: 4796.966309
	Iteration 67Q: 3 clusters Score -1261417 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -1261417.250000 Penalty: 4796.966309
	Iteration 68Q: 3 clusters Score -1261417 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -1261419.500000 Penalty: 4796.966309
	Iteration 69Q: 3 clusters Score -1261420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -1261420.000000 Penalty: 4796.966309
	Iteration 70Q: 3 clusters Score -1261420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -1261422.375000 Penalty: 4796.966309
	Iteration 71Q: 3 clusters Score -1261422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -1261419.750000 Penalty: 4796.966309
	Iteration 72Q: 3 clusters Score -1261420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -1261420.750000 Penalty: 4796.966309
	Iteration 73Q: 3 clusters Score -1261421 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -1261420.750000 Penalty: 4796.966309
	Iteration 74F: 3 clusters Score -1261421 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Entering Unmasked Estep 
Score: -329892.656250 Penalty: 2078.467041
	Iteration 0F: 2 clusters Score -329892.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -325748.125000 Penalty: 4156.934082
	Iteration 0F: 3 clusters Score -325748.1 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -326722.000000 Penalty: 4156.934082
	Iteration 1F: 3 clusters Score -326722 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -326945.062500 Penalty: 4156.934082
	Iteration 2F: 3 clusters Score -326945.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -327091.531250 Penalty: 4156.934082
	Iteration 3F: 3 clusters Score -327091.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -327201.843750 Penalty: 4156.934082
	Iteration 4Q: 3 clusters Score -327201.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -327288.250000 Penalty: 4156.934082
	Iteration 5Q: 3 clusters Score -327288.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -327379.187500 Penalty: 4156.934082
	Iteration 6Q: 3 clusters Score -327379.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -327466.343750 Penalty: 4156.934082
	Iteration 7Q: 3 clusters Score -327466.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -327546.406250 Penalty: 4156.934082
	Iteration 8Q: 3 clusters Score -327546.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -327610.187500 Penalty: 4156.934082
	Iteration 9Q: 3 clusters Score -327610.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -327669.625000 Penalty: 4156.934082
	Iteration 10Q: 3 clusters Score -327669.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -327716.375000 Penalty: 4156.934082
	Iteration 11Q: 3 clusters Score -327716.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -327767.281250 Penalty: 4156.934082
	Iteration 12Q: 3 clusters Score -327767.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -327805.500000 Penalty: 4156.934082
	Iteration 13Q: 3 clusters Score -327805.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -327838.437500 Penalty: 4156.934082
	Iteration 14Q: 3 clusters Score -327838.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -327863.625000 Penalty: 4156.934082
	Iteration 15Q: 3 clusters Score -327863.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -327885.531250 Penalty: 4156.934082
	Iteration 16Q: 3 clusters Score -327885.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -327919.656250 Penalty: 4156.934082
	Iteration 17Q: 3 clusters Score -327919.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -327950.062500 Penalty: 4156.934082
	Iteration 18Q: 3 clusters Score -327950.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -327986.625000 Penalty: 4156.934082
	Iteration 19Q: 3 clusters Score -327986.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -328015.968750 Penalty: 4156.934082
	Iteration 20F: 3 clusters Score -328016 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -328042.281250 Penalty: 4156.934082
	Iteration 21Q: 3 clusters Score -328042.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -328075.750000 Penalty: 4156.934082
	Iteration 22Q: 3 clusters Score -328075.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -328103.750000 Penalty: 4156.934082
	Iteration 23Q: 3 clusters Score -328103.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -328127.625000 Penalty: 4156.934082
	Iteration 24Q: 3 clusters Score -328127.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -328149.093750 Penalty: 4156.934082
	Iteration 25Q: 3 clusters Score -328149.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -328170.968750 Penalty: 4156.934082
	Iteration 26Q: 3 clusters Score -328171 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -328185.156250 Penalty: 4156.934082
	Iteration 27Q: 3 clusters Score -328185.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -328203.593750 Penalty: 4156.934082
	Iteration 28Q: 3 clusters Score -328203.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -328215.781250 Penalty: 4156.934082
	Iteration 29Q: 3 clusters Score -328215.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -328225.406250 Penalty: 4156.934082
	Iteration 30Q: 3 clusters Score -328225.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -328229.406250 Penalty: 4156.934082
	Iteration 31Q: 3 clusters Score -328229.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -328235.625000 Penalty: 4156.934082
	Iteration 32Q: 3 clusters Score -328235.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -328240.406250 Penalty: 4156.934082
	Iteration 33Q: 3 clusters Score -328240.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -328241.343750 Penalty: 4156.934082
	Iteration 34Q: 3 clusters Score -328241.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -328243.281250 Penalty: 4156.934082
	Iteration 35Q: 3 clusters Score -328243.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -328245.687500 Penalty: 4156.934082
	Iteration 36Q: 3 clusters Score -328245.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -328249.468750 Penalty: 4156.934082
	Iteration 37Q: 3 clusters Score -328249.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -328254.062500 Penalty: 4156.934082
	Iteration 38Q: 3 clusters Score -328254.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -328260.687500 Penalty: 4156.934082
	Iteration 39Q: 3 clusters Score -328260.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -328266.531250 Penalty: 4156.934082
	Iteration 40F: 3 clusters Score -328266.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -328272.531250 Penalty: 4156.934082
	Iteration 41Q: 3 clusters Score -328272.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -328277.562500 Penalty: 4156.934082
	Iteration 42Q: 3 clusters Score -328277.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -328284.000000 Penalty: 4156.934082
	Iteration 43Q: 3 clusters Score -328284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -328288.656250 Penalty: 4156.934082
	Iteration 44Q: 3 clusters Score -328288.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -328295.375000 Penalty: 4156.934082
	Iteration 45Q: 3 clusters Score -328295.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -328304.031250 Penalty: 4156.934082
	Iteration 46Q: 3 clusters Score -328304 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -328315.031250 Penalty: 4156.934082
	Iteration 47Q: 3 clusters Score -328315 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -328332.781250 Penalty: 4156.934082
	Iteration 48Q: 3 clusters Score -328332.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -328349.843750 Penalty: 4156.934082
	Iteration 49Q: 3 clusters Score -328349.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -328374.125000 Penalty: 4156.934082
	Iteration 50Q: 3 clusters Score -328374.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -328395.281250 Penalty: 4156.934082
	Iteration 51Q: 3 clusters Score -328395.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -328420.500000 Penalty: 4156.934082
	Iteration 52Q: 3 clusters Score -328420.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -328433.937500 Penalty: 4156.934082
	Iteration 53Q: 3 clusters Score -328433.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -328443.500000 Penalty: 4156.934082
	Iteration 54Q: 3 clusters Score -328443.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -328453.156250 Penalty: 4156.934082
	Iteration 55Q: 3 clusters Score -328453.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -328464.000000 Penalty: 4156.934082
	Iteration 56Q: 3 clusters Score -328464 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -328468.000000 Penalty: 4156.934082
	Iteration 57Q: 3 clusters Score -328468 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -328473.218750 Penalty: 4156.934082
	Iteration 58Q: 3 clusters Score -328473.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -328478.406250 Penalty: 4156.934082
	Iteration 59Q: 3 clusters Score -328478.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -328480.406250 Penalty: 4156.934082
	Iteration 60F: 3 clusters Score -328480.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -328481.750000 Penalty: 4156.934082
	Iteration 61Q: 3 clusters Score -328481.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -328482.281250 Penalty: 4156.934082
	Iteration 62Q: 3 clusters Score -328482.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -328482.937500 Penalty: 4156.934082
	Iteration 63Q: 3 clusters Score -328482.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -328483.250000 Penalty: 4156.934082
	Iteration 64Q: 3 clusters Score -328483.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -328484.156250 Penalty: 4156.934082
	Iteration 65Q: 3 clusters Score -328484.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -328485.093750 Penalty: 4156.934082
	Iteration 66Q: 3 clusters Score -328485.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -328485.093750 Penalty: 4156.934082
	Iteration 67F: 3 clusters Score -328485.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (61295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61295 members 
Entering Unmasked Estep 
Score: -4716872.500000 Penalty: 2733.816406
	Iteration 0F: 2 clusters Score -4716872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30633 members 
Mstep: Class 2 contains 30662 members 
Entering Unmasked Estep 
Score: -4675750.500000 Penalty: 5467.632812
	Iteration 0F: 3 clusters Score -4675750 nChanged 28643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29916 members 
Mstep: Class 2 contains 31379 members 
Entering Unmasked Estep 
Score: -4691910.000000 Penalty: 5467.632812
	Iteration 1F: 3 clusters Score -4691910 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29539 members 
Mstep: Class 2 contains 31756 members 
Entering Unmasked Estep 
Score: -4692839.500000 Penalty: 5467.632812
	Iteration 2Q: 3 clusters Score -4692840 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29026 members 
Mstep: Class 2 contains 32269 members 
Entering Unmasked Estep 
Score: -4694166.000000 Penalty: 5467.632812
	Iteration 3Q: 3 clusters Score -4694166 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28420 members 
Mstep: Class 2 contains 32875 members 
Entering Unmasked Estep 
Score: -4696165.000000 Penalty: 5467.632812
	Iteration 4F: 3 clusters Score -4696165 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27633 members 
Mstep: Class 2 contains 33662 members 
Entering Unmasked Estep 
Score: -4698812.500000 Penalty: 5467.632812
	Iteration 5F: 3 clusters Score -4698812 nChanged 4107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26594 members 
Mstep: Class 2 contains 34701 members 
Entering Unmasked Estep 
Score: -4701705.500000 Penalty: 5467.632812
	Iteration 6F: 3 clusters Score -4701706 nChanged 4150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25418 members 
Mstep: Class 2 contains 35877 members 
Entering Unmasked Estep 
Score: -4704711.500000 Penalty: 5467.632812
	Iteration 7F: 3 clusters Score -4704712 nChanged 3893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24225 members 
Mstep: Class 2 contains 37070 members 
Entering Unmasked Estep 
Score: -4707521.000000 Penalty: 5467.632812
	Iteration 8F: 3 clusters Score -4707521 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23194 members 
Mstep: Class 2 contains 38101 members 
Entering Unmasked Estep 
Score: -4709703.500000 Penalty: 5467.632812
	Iteration 9F: 3 clusters Score -4709704 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22362 members 
Mstep: Class 2 contains 38933 members 
Entering Unmasked Estep 
Score: -4711006.500000 Penalty: 5467.632812
	Iteration 10Q: 3 clusters Score -4711006 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21606 members 
Mstep: Class 2 contains 39689 members 
Entering Unmasked Estep 
Score: -4711785.500000 Penalty: 5467.632812
	Iteration 11Q: 3 clusters Score -4711786 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20960 members 
Mstep: Class 2 contains 40335 members 
Entering Unmasked Estep 
Score: -4712323.500000 Penalty: 5467.632812
	Iteration 12Q: 3 clusters Score -4712324 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20321 members 
Mstep: Class 2 contains 40974 members 
Entering Unmasked Estep 
Score: -4712702.000000 Penalty: 5467.632812
	Iteration 13Q: 3 clusters Score -4712702 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19744 members 
Mstep: Class 2 contains 41551 members 
Entering Unmasked Estep 
Score: -4712982.000000 Penalty: 5467.632812
	Iteration 14Q: 3 clusters Score -4712982 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19176 members 
Mstep: Class 2 contains 42119 members 
Entering Unmasked Estep 
Score: -4713241.500000 Penalty: 5467.632812
	Iteration 15Q: 3 clusters Score -4713242 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 42709 members 
Entering Unmasked Estep 
Score: -4713528.000000 Penalty: 5467.632812
	Iteration 16Q: 3 clusters Score -4713528 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18004 members 
Mstep: Class 2 contains 43291 members 
Entering Unmasked Estep 
Score: -4713757.500000 Penalty: 5467.632812
	Iteration 17Q: 3 clusters Score -4713758 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17457 members 
Mstep: Class 2 contains 43838 members 
Entering Unmasked Estep 
Score: -4713924.000000 Penalty: 5467.632812
	Iteration 18Q: 3 clusters Score -4713924 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16940 members 
Mstep: Class 2 contains 44355 members 
Entering Unmasked Estep 
Score: -4714049.500000 Penalty: 5467.632812
	Iteration 19Q: 3 clusters Score -4714050 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 44821 members 
Entering Unmasked Estep 
Score: -4714148.000000 Penalty: 5467.632812
	Iteration 20F: 3 clusters Score -4714148 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 45264 members 
Entering Unmasked Estep 
Score: -4714249.500000 Penalty: 5467.632812
	Iteration 21Q: 3 clusters Score -4714250 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 45696 members 
Entering Unmasked Estep 
Score: -4714351.000000 Penalty: 5467.632812
	Iteration 22Q: 3 clusters Score -4714351 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 46123 members 
Entering Unmasked Estep 
Score: -4714436.500000 Penalty: 5467.632812
	Iteration 23Q: 3 clusters Score -4714436 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14732 members 
Mstep: Class 2 contains 46563 members 
Entering Unmasked Estep 
Score: -4714551.000000 Penalty: 5467.632812
	Iteration 24Q: 3 clusters Score -4714551 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 46972 members 
Entering Unmasked Estep 
Score: -4714638.000000 Penalty: 5467.632812
	Iteration 25Q: 3 clusters Score -4714638 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 47329 members 
Entering Unmasked Estep 
Score: -4714691.500000 Penalty: 5467.632812
	Iteration 26Q: 3 clusters Score -4714692 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 47643 members 
Entering Unmasked Estep 
Score: -4714759.000000 Penalty: 5467.632812
	Iteration 27Q: 3 clusters Score -4714759 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 47915 members 
Entering Unmasked Estep 
Score: -4714793.000000 Penalty: 5467.632812
	Iteration 28Q: 3 clusters Score -4714793 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 48191 members 
Entering Unmasked Estep 
Score: -4714858.500000 Penalty: 5467.632812
	Iteration 29Q: 3 clusters Score -4714858 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 48468 members 
Entering Unmasked Estep 
Score: -4714884.500000 Penalty: 5467.632812
	Iteration 30Q: 3 clusters Score -4714884 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 48756 members 
Entering Unmasked Estep 
Score: -4714942.000000 Penalty: 5467.632812
	Iteration 31Q: 3 clusters Score -4714942 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 49029 members 
Entering Unmasked Estep 
Score: -4714976.500000 Penalty: 5467.632812
	Iteration 32Q: 3 clusters Score -4714976 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 49318 members 
Entering Unmasked Estep 
Score: -4715034.000000 Penalty: 5467.632812
	Iteration 33Q: 3 clusters Score -4715034 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 49619 members 
Entering Unmasked Estep 
Score: -4715105.000000 Penalty: 5467.632812
	Iteration 34Q: 3 clusters Score -4715105 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 49933 members 
Entering Unmasked Estep 
Score: -4715169.500000 Penalty: 5467.632812
	Iteration 35Q: 3 clusters Score -4715170 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 50233 members 
Entering Unmasked Estep 
Score: -4715225.000000 Penalty: 5467.632812
	Iteration 36Q: 3 clusters Score -4715225 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 50510 members 
Entering Unmasked Estep 
Score: -4715268.000000 Penalty: 5467.632812
	Iteration 37Q: 3 clusters Score -4715268 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 50772 members 
Entering Unmasked Estep 
Score: -4715320.500000 Penalty: 5467.632812
	Iteration 38Q: 3 clusters Score -4715320 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 51007 members 
Entering Unmasked Estep 
Score: -4715356.500000 Penalty: 5467.632812
	Iteration 39Q: 3 clusters Score -4715356 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 51217 members 
Entering Unmasked Estep 
Score: -4715406.000000 Penalty: 5467.632812
	Iteration 40F: 3 clusters Score -4715406 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 51390 members 
Entering Unmasked Estep 
Score: -4715397.500000 Penalty: 5467.632812
	Iteration 41Q: 3 clusters Score -4715398 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 51564 members 
Entering Unmasked Estep 
Score: -4715440.000000 Penalty: 5467.632812
	Iteration 42Q: 3 clusters Score -4715440 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 51734 members 
Entering Unmasked Estep 
Score: -4715449.000000 Penalty: 5467.632812
	Iteration 43Q: 3 clusters Score -4715449 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 51888 members 
Entering Unmasked Estep 
Score: -4715472.500000 Penalty: 5467.632812
	Iteration 44Q: 3 clusters Score -4715472 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 52046 members 
Entering Unmasked Estep 
Score: -4715494.000000 Penalty: 5467.632812
	Iteration 45Q: 3 clusters Score -4715494 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 52185 members 
Entering Unmasked Estep 
Score: -4715496.500000 Penalty: 5467.632812
	Iteration 46Q: 3 clusters Score -4715496 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 52320 members 
Entering Unmasked Estep 
Score: -4715492.000000 Penalty: 5467.632812
	Iteration 47Q: 3 clusters Score -4715492 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 52431 members 
Entering Unmasked Estep 
Score: -4715512.500000 Penalty: 5467.632812
	Iteration 48Q: 3 clusters Score -4715512 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 52543 members 
Entering Unmasked Estep 
Score: -4715504.500000 Penalty: 5467.632812
	Iteration 49Q: 3 clusters Score -4715504 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 52640 members 
Entering Unmasked Estep 
Score: -4715535.000000 Penalty: 5467.632812
	Iteration 50Q: 3 clusters Score -4715535 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 52735 members 
Entering Unmasked Estep 
Score: -4715557.000000 Penalty: 5467.632812
	Iteration 51Q: 3 clusters Score -4715557 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 52811 members 
Entering Unmasked Estep 
Score: -4715557.000000 Penalty: 5467.632812
	Iteration 52Q: 3 clusters Score -4715557 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 52870 members 
Entering Unmasked Estep 
Score: -4715560.500000 Penalty: 5467.632812
	Iteration 53Q: 3 clusters Score -4715560 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 52937 members 
Entering Unmasked Estep 
Score: -4715560.000000 Penalty: 5467.632812
	Iteration 54Q: 3 clusters Score -4715560 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 52998 members 
Entering Unmasked Estep 
Score: -4715562.000000 Penalty: 5467.632812
	Iteration 55Q: 3 clusters Score -4715562 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 53056 members 
Entering Unmasked Estep 
Score: -4715567.500000 Penalty: 5467.632812
	Iteration 56Q: 3 clusters Score -4715568 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 53102 members 
Entering Unmasked Estep 
Score: -4715568.000000 Penalty: 5467.632812
	Iteration 57Q: 3 clusters Score -4715568 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 53158 members 
Entering Unmasked Estep 
Score: -4715561.000000 Penalty: 5467.632812
	Iteration 58Q: 3 clusters Score -4715561 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 53203 members 
Entering Unmasked Estep 
Score: -4715578.500000 Penalty: 5467.632812
	Iteration 59Q: 3 clusters Score -4715578 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 53252 members 
Entering Unmasked Estep 
Score: -4715588.500000 Penalty: 5467.632812
	Iteration 60F: 3 clusters Score -4715588 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 53301 members 
Entering Unmasked Estep 
Score: -4715591.000000 Penalty: 5467.632812
	Iteration 61Q: 3 clusters Score -4715591 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 53354 members 
Entering Unmasked Estep 
Score: -4715607.000000 Penalty: 5467.632812
	Iteration 62Q: 3 clusters Score -4715607 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 53406 members 
Entering Unmasked Estep 
Score: -4715606.500000 Penalty: 5467.632812
	Iteration 63Q: 3 clusters Score -4715606 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 53447 members 
Entering Unmasked Estep 
Score: -4715608.500000 Penalty: 5467.632812
	Iteration 64Q: 3 clusters Score -4715608 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 53485 members 
Entering Unmasked Estep 
Score: -4715614.500000 Penalty: 5467.632812
	Iteration 65Q: 3 clusters Score -4715614 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 53526 members 
Entering Unmasked Estep 
Score: -4715616.000000 Penalty: 5467.632812
	Iteration 66Q: 3 clusters Score -4715616 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 53572 members 
Entering Unmasked Estep 
Score: -4715619.000000 Penalty: 5467.632812
	Iteration 67Q: 3 clusters Score -4715619 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 53613 members 
Entering Unmasked Estep 
Score: -4715622.000000 Penalty: 5467.632812
	Iteration 68Q: 3 clusters Score -4715622 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 53645 members 
Entering Unmasked Estep 
Score: -4715626.500000 Penalty: 5467.632812
	Iteration 69Q: 3 clusters Score -4715626 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 53668 members 
Entering Unmasked Estep 
Score: -4715631.500000 Penalty: 5467.632812
	Iteration 70Q: 3 clusters Score -4715632 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 53696 members 
Entering Unmasked Estep 
Score: -4715630.500000 Penalty: 5467.632812
	Iteration 71Q: 3 clusters Score -4715630 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 53721 members 
Entering Unmasked Estep 
Score: -4715635.000000 Penalty: 5467.632812
	Iteration 72Q: 3 clusters Score -4715635 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 53747 members 
Entering Unmasked Estep 
Score: -4715636.500000 Penalty: 5467.632812
	Iteration 73Q: 3 clusters Score -4715636 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 53771 members 
Entering Unmasked Estep 
Score: -4715643.500000 Penalty: 5467.632812
	Iteration 74Q: 3 clusters Score -4715644 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 53796 members 
Entering Unmasked Estep 
Score: -4715640.500000 Penalty: 5467.632812
	Iteration 75Q: 3 clusters Score -4715640 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 53814 members 
Entering Unmasked Estep 
Score: -4715648.000000 Penalty: 5467.632812
	Iteration 76Q: 3 clusters Score -4715648 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 53838 members 
Entering Unmasked Estep 
Score: -4715648.000000 Penalty: 5467.632812
	Iteration 77Q: 3 clusters Score -4715648 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 53864 members 
Entering Unmasked Estep 
Score: -4715650.500000 Penalty: 5467.632812
	Iteration 78Q: 3 clusters Score -4715650 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 53887 members 
Entering Unmasked Estep 
Score: -4715650.500000 Penalty: 5467.632812
	Iteration 79Q: 3 clusters Score -4715650 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 53911 members 
Entering Unmasked Estep 
Score: -4715659.500000 Penalty: 5467.632812
	Iteration 80F: 3 clusters Score -4715660 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 53941 members 
Entering Unmasked Estep 
Score: -4715652.500000 Penalty: 5467.632812
	Iteration 81Q: 3 clusters Score -4715652 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 53965 members 
Entering Unmasked Estep 
Score: -4715651.500000 Penalty: 5467.632812
	Iteration 82Q: 3 clusters Score -4715652 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 53986 members 
Entering Unmasked Estep 
Score: -4715657.500000 Penalty: 5467.632812
	Iteration 83Q: 3 clusters Score -4715658 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 54007 members 
Entering Unmasked Estep 
Score: -4715660.000000 Penalty: 5467.632812
	Iteration 84Q: 3 clusters Score -4715660 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 54028 members 
Entering Unmasked Estep 
Score: -4715663.500000 Penalty: 5467.632812
	Iteration 85Q: 3 clusters Score -4715664 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 54042 members 
Entering Unmasked Estep 
Score: -4715657.500000 Penalty: 5467.632812
	Iteration 86Q: 3 clusters Score -4715658 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 54058 members 
Entering Unmasked Estep 
Score: -4715664.000000 Penalty: 5467.632812
	Iteration 87Q: 3 clusters Score -4715664 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 54075 members 
Entering Unmasked Estep 
Score: -4715659.500000 Penalty: 5467.632812
	Iteration 88Q: 3 clusters Score -4715660 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 54088 members 
Entering Unmasked Estep 
Score: -4715658.000000 Penalty: 5467.632812
	Iteration 89Q: 3 clusters Score -4715658 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 54102 members 
Entering Unmasked Estep 
Score: -4715666.000000 Penalty: 5467.632812
	Iteration 90Q: 3 clusters Score -4715666 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 54116 members 
Entering Unmasked Estep 
Score: -4715669.500000 Penalty: 5467.632812
	Iteration 91Q: 3 clusters Score -4715670 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 54133 members 
Entering Unmasked Estep 
Score: -4715669.000000 Penalty: 5467.632812
	Iteration 92Q: 3 clusters Score -4715669 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 54146 members 
Entering Unmasked Estep 
Score: -4715673.500000 Penalty: 5467.632812
	Iteration 93Q: 3 clusters Score -4715674 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 54157 members 
Entering Unmasked Estep 
Score: -4715672.500000 Penalty: 5467.632812
	Iteration 94Q: 3 clusters Score -4715672 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 54171 members 
Entering Unmasked Estep 
Score: -4715672.000000 Penalty: 5467.632812
	Iteration 95Q: 3 clusters Score -4715672 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 54187 members 
Entering Unmasked Estep 
Score: -4715666.000000 Penalty: 5467.632812
	Iteration 96Q: 3 clusters Score -4715666 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 54205 members 
Entering Unmasked Estep 
Score: -4715662.500000 Penalty: 5467.632812
	Iteration 97Q: 3 clusters Score -4715662 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 54225 members 
Entering Unmasked Estep 
Score: -4715680.000000 Penalty: 5467.632812
	Iteration 98Q: 3 clusters Score -4715680 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 54240 members 
Entering Unmasked Estep 
Score: -4715676.500000 Penalty: 5467.632812
	Iteration 99Q: 3 clusters Score -4715676 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 54253 members 
Entering Unmasked Estep 
Score: -4715685.000000 Penalty: 5467.632812
	Iteration 100F: 3 clusters Score -4715685 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 54269 members 
Entering Unmasked Estep 
Score: -4715682.000000 Penalty: 5467.632812
	Iteration 101Q: 3 clusters Score -4715682 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 54287 members 
Entering Unmasked Estep 
Score: -4715684.500000 Penalty: 5467.632812
	Iteration 102Q: 3 clusters Score -4715684 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 54308 members 
Entering Unmasked Estep 
Score: -4715683.500000 Penalty: 5467.632812
	Iteration 103Q: 3 clusters Score -4715684 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 54325 members 
Entering Unmasked Estep 
Score: -4715687.500000 Penalty: 5467.632812
	Iteration 104Q: 3 clusters Score -4715688 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 54339 members 
Entering Unmasked Estep 
Score: -4715686.500000 Penalty: 5467.632812
	Iteration 105Q: 3 clusters Score -4715686 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 54352 members 
Entering Unmasked Estep 
Score: -4715688.000000 Penalty: 5467.632812
	Iteration 106Q: 3 clusters Score -4715688 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 54364 members 
Entering Unmasked Estep 
Score: -4715679.500000 Penalty: 5467.632812
	Iteration 107Q: 3 clusters Score -4715680 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 54375 members 
Entering Unmasked Estep 
Score: -4715684.500000 Penalty: 5467.632812
	Iteration 108Q: 3 clusters Score -4715684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 54381 members 
Entering Unmasked Estep 
Score: -4715680.000000 Penalty: 5467.632812
	Iteration 109Q: 3 clusters Score -4715680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 54387 members 
Entering Unmasked Estep 
Score: -4715680.500000 Penalty: 5467.632812
	Iteration 110Q: 3 clusters Score -4715680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 54393 members 
Entering Unmasked Estep 
Score: -4715686.000000 Penalty: 5467.632812
	Iteration 111Q: 3 clusters Score -4715686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 54398 members 
Entering Unmasked Estep 
Score: -4715688.500000 Penalty: 5467.632812
	Iteration 112Q: 3 clusters Score -4715688 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 54410 members 
Entering Unmasked Estep 
Score: -4715682.000000 Penalty: 5467.632812
	Iteration 113Q: 3 clusters Score -4715682 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 54419 members 
Entering Unmasked Estep 
Score: -4715679.000000 Penalty: 5467.632812
	Iteration 114Q: 3 clusters Score -4715679 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 54428 members 
Entering Unmasked Estep 
Score: -4715673.000000 Penalty: 5467.632812
	Iteration 115Q: 3 clusters Score -4715673 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 54440 members 
Entering Unmasked Estep 
Score: -4715672.000000 Penalty: 5467.632812
	Iteration 116Q: 3 clusters Score -4715672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 54448 members 
Entering Unmasked Estep 
Score: -4715682.500000 Penalty: 5467.632812
	Iteration 117Q: 3 clusters Score -4715682 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 54455 members 
Entering Unmasked Estep 
Score: -4715678.000000 Penalty: 5467.632812
	Iteration 118Q: 3 clusters Score -4715678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 54461 members 
Entering Unmasked Estep 
Score: -4715672.000000 Penalty: 5467.632812
	Iteration 119Q: 3 clusters Score -4715672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 54467 members 
Entering Unmasked Estep 
Score: -4715673.000000 Penalty: 5467.632812
	Iteration 120F: 3 clusters Score -4715673 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 54475 members 
Entering Unmasked Estep 
Score: -4715675.500000 Penalty: 5467.632812
	Iteration 121Q: 3 clusters Score -4715676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 54485 members 
Entering Unmasked Estep 
Score: -4715677.500000 Penalty: 5467.632812
	Iteration 122Q: 3 clusters Score -4715678 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 54494 members 
Entering Unmasked Estep 
Score: -4715681.000000 Penalty: 5467.632812
	Iteration 123Q: 3 clusters Score -4715681 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 54506 members 
Entering Unmasked Estep 
Score: -4715686.500000 Penalty: 5467.632812
	Iteration 124Q: 3 clusters Score -4715686 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 54515 members 
Entering Unmasked Estep 
Score: -4715682.500000 Penalty: 5467.632812
	Iteration 125Q: 3 clusters Score -4715682 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 54524 members 
Entering Unmasked Estep 
Score: -4715686.000000 Penalty: 5467.632812
	Iteration 126Q: 3 clusters Score -4715686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 54528 members 
Entering Unmasked Estep 
Score: -4715686.000000 Penalty: 5467.632812
	Iteration 127Q: 3 clusters Score -4715686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 54534 members 
Entering Unmasked Estep 
Score: -4715684.000000 Penalty: 5467.632812
	Iteration 128Q: 3 clusters Score -4715684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 54538 members 
Entering Unmasked Estep 
Score: -4715678.500000 Penalty: 5467.632812
	Iteration 129Q: 3 clusters Score -4715678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 54540 members 
Entering Unmasked Estep 
Score: -4715681.000000 Penalty: 5467.632812
	Iteration 130Q: 3 clusters Score -4715681 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 54543 members 
Entering Unmasked Estep 
Score: -4715678.500000 Penalty: 5467.632812
	Iteration 131Q: 3 clusters Score -4715678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 54544 members 
Entering Unmasked Estep 
Score: -4715686.000000 Penalty: 5467.632812
	Iteration 132Q: 3 clusters Score -4715686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 54547 members 
Entering Unmasked Estep 
Score: -4715689.000000 Penalty: 5467.632812
	Iteration 133Q: 3 clusters Score -4715689 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 54547 members 
Entering Unmasked Estep 
Score: -4715689.000000 Penalty: 5467.632812
	Iteration 134F: 3 clusters Score -4715689 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Entering Unmasked Estep 
Score: -443506.250000 Penalty: 2141.782471
	Iteration 0F: 2 clusters Score -443506.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -438576.187500 Penalty: 4283.564941
	Iteration 0F: 3 clusters Score -438576.2 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -439778.093750 Penalty: 4283.564941
	Iteration 1F: 3 clusters Score -439778.1 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -440001.531250 Penalty: 4283.564941
	Iteration 2F: 3 clusters Score -440001.5 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -440148.562500 Penalty: 4283.564941
	Iteration 3F: 3 clusters Score -440148.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -440227.500000 Penalty: 4283.564941
	Iteration 4Q: 3 clusters Score -440227.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -440285.093750 Penalty: 4283.564941
	Iteration 5Q: 3 clusters Score -440285.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -440328.562500 Penalty: 4283.564941
	Iteration 6Q: 3 clusters Score -440328.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -440361.500000 Penalty: 4283.564941
	Iteration 7Q: 3 clusters Score -440361.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -440397.750000 Penalty: 4283.564941
	Iteration 8Q: 3 clusters Score -440397.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -440439.375000 Penalty: 4283.564941
	Iteration 9Q: 3 clusters Score -440439.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -440474.875000 Penalty: 4283.564941
	Iteration 10Q: 3 clusters Score -440474.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -440515.281250 Penalty: 4283.564941
	Iteration 11Q: 3 clusters Score -440515.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -440558.031250 Penalty: 4283.564941
	Iteration 12Q: 3 clusters Score -440558 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -440605.406250 Penalty: 4283.564941
	Iteration 13Q: 3 clusters Score -440605.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -440646.187500 Penalty: 4283.564941
	Iteration 14Q: 3 clusters Score -440646.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -440689.093750 Penalty: 4283.564941
	Iteration 15Q: 3 clusters Score -440689.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -440738.250000 Penalty: 4283.564941
	Iteration 16Q: 3 clusters Score -440738.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -440798.812500 Penalty: 4283.564941
	Iteration 17Q: 3 clusters Score -440798.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -440866.437500 Penalty: 4283.564941
	Iteration 18Q: 3 clusters Score -440866.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -440935.562500 Penalty: 4283.564941
	Iteration 19Q: 3 clusters Score -440935.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -441021.750000 Penalty: 4283.564941
	Iteration 20F: 3 clusters Score -441021.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -441112.718750 Penalty: 4283.564941
	Iteration 21Q: 3 clusters Score -441112.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -441195.375000 Penalty: 4283.564941
	Iteration 22Q: 3 clusters Score -441195.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -441266.406250 Penalty: 4283.564941
	Iteration 23Q: 3 clusters Score -441266.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -441329.093750 Penalty: 4283.564941
	Iteration 24Q: 3 clusters Score -441329.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -441389.406250 Penalty: 4283.564941
	Iteration 25Q: 3 clusters Score -441389.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -441446.781250 Penalty: 4283.564941
	Iteration 26Q: 3 clusters Score -441446.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -441504.593750 Penalty: 4283.564941
	Iteration 27Q: 3 clusters Score -441504.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -441564.781250 Penalty: 4283.564941
	Iteration 28Q: 3 clusters Score -441564.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -441654.625000 Penalty: 4283.564941
	Iteration 29Q: 3 clusters Score -441654.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -441747.281250 Penalty: 4283.564941
	Iteration 30Q: 3 clusters Score -441747.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -441816.343750 Penalty: 4283.564941
	Iteration 31Q: 3 clusters Score -441816.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -441910.968750 Penalty: 4283.564941
	Iteration 32Q: 3 clusters Score -441911 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -442034.062500 Penalty: 4283.564941
	Iteration 33Q: 3 clusters Score -442034.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -442121.750000 Penalty: 4283.564941
	Iteration 34Q: 3 clusters Score -442121.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -442168.156250 Penalty: 4283.564941
	Iteration 35Q: 3 clusters Score -442168.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -442193.250000 Penalty: 4283.564941
	Iteration 36Q: 3 clusters Score -442193.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -442207.187500 Penalty: 4283.564941
	Iteration 37Q: 3 clusters Score -442207.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -442217.187500 Penalty: 4283.564941
	Iteration 38Q: 3 clusters Score -442217.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -442221.406250 Penalty: 4283.564941
	Iteration 39Q: 3 clusters Score -442221.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -442222.562500 Penalty: 4283.564941
	Iteration 40F: 3 clusters Score -442222.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -442226.906250 Penalty: 4283.564941
	Iteration 41Q: 3 clusters Score -442226.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -442228.375000 Penalty: 4283.564941
	Iteration 42Q: 3 clusters Score -442228.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -442229.093750 Penalty: 4283.564941
	Iteration 43Q: 3 clusters Score -442229.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -442229.093750 Penalty: 4283.564941
	Iteration 44F: 3 clusters Score -442229.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (6597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Entering Unmasked Estep 
Score: -486308.031250 Penalty: 2181.003906
	Iteration 0F: 2 clusters Score -486308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -480768.250000 Penalty: 4362.007812
	Iteration 0F: 3 clusters Score -480768.2 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -482458.937500 Penalty: 4362.007812
	Iteration 1F: 3 clusters Score -482458.9 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -483130.718750 Penalty: 4362.007812
	Iteration 2F: 3 clusters Score -483130.7 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -483837.250000 Penalty: 4362.007812
	Iteration 3F: 3 clusters Score -483837.2 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -484540.250000 Penalty: 4362.007812
	Iteration 4F: 3 clusters Score -484540.2 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -485050.781250 Penalty: 4362.007812
	Iteration 5F: 3 clusters Score -485050.8 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -485344.468750 Penalty: 4362.007812
	Iteration 6F: 3 clusters Score -485344.5 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -485529.875000 Penalty: 4362.007812
	Iteration 7Q: 3 clusters Score -485529.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -485628.343750 Penalty: 4362.007812
	Iteration 8Q: 3 clusters Score -485628.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -485675.687500 Penalty: 4362.007812
	Iteration 9Q: 3 clusters Score -485675.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -485708.562500 Penalty: 4362.007812
	Iteration 10Q: 3 clusters Score -485708.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -485727.156250 Penalty: 4362.007812
	Iteration 11Q: 3 clusters Score -485727.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -485740.531250 Penalty: 4362.007812
	Iteration 12Q: 3 clusters Score -485740.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -485749.968750 Penalty: 4362.007812
	Iteration 13Q: 3 clusters Score -485750 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -485759.281250 Penalty: 4362.007812
	Iteration 14Q: 3 clusters Score -485759.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -485769.875000 Penalty: 4362.007812
	Iteration 15Q: 3 clusters Score -485769.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -485775.687500 Penalty: 4362.007812
	Iteration 16Q: 3 clusters Score -485775.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -485785.562500 Penalty: 4362.007812
	Iteration 17Q: 3 clusters Score -485785.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -485792.593750 Penalty: 4362.007812
	Iteration 18Q: 3 clusters Score -485792.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -485795.750000 Penalty: 4362.007812
	Iteration 19Q: 3 clusters Score -485795.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -485799.000000 Penalty: 4362.007812
	Iteration 20F: 3 clusters Score -485799 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -485801.656250 Penalty: 4362.007812
	Iteration 21Q: 3 clusters Score -485801.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -485805.750000 Penalty: 4362.007812
	Iteration 22Q: 3 clusters Score -485805.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -485808.687500 Penalty: 4362.007812
	Iteration 23Q: 3 clusters Score -485808.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -485812.218750 Penalty: 4362.007812
	Iteration 24Q: 3 clusters Score -485812.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -485814.062500 Penalty: 4362.007812
	Iteration 25Q: 3 clusters Score -485814.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -485815.843750 Penalty: 4362.007812
	Iteration 26Q: 3 clusters Score -485815.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -485818.093750 Penalty: 4362.007812
	Iteration 27Q: 3 clusters Score -485818.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -485819.250000 Penalty: 4362.007812
	Iteration 28Q: 3 clusters Score -485819.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -485820.031250 Penalty: 4362.007812
	Iteration 29Q: 3 clusters Score -485820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -485820.281250 Penalty: 4362.007812
	Iteration 30Q: 3 clusters Score -485820.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -485821.750000 Penalty: 4362.007812
	Iteration 31Q: 3 clusters Score -485821.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -485822.593750 Penalty: 4362.007812
	Iteration 32Q: 3 clusters Score -485822.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -485824.156250 Penalty: 4362.007812
	Iteration 33Q: 3 clusters Score -485824.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -485824.031250 Penalty: 4362.007812
	Iteration 34Q: 3 clusters Score -485824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -485824.406250 Penalty: 4362.007812
	Iteration 35Q: 3 clusters Score -485824.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -485825.843750 Penalty: 4362.007812
	Iteration 36Q: 3 clusters Score -485825.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -485825.843750 Penalty: 4362.007812
	Iteration 37F: 3 clusters Score -485825.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Entering Unmasked Estep 
Score: -240634.765625 Penalty: 2000.341553
	Iteration 0F: 2 clusters Score -240634.8 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 1584 members 
Entering Unmasked Estep 
Score: -237224.875000 Penalty: 4000.683105
	Iteration 0F: 3 clusters Score -237224.9 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -237943.531250 Penalty: 4000.683105
	Iteration 1F: 3 clusters Score -237943.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -238105.265625 Penalty: 4000.683105
	Iteration 2F: 3 clusters Score -238105.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -238210.718750 Penalty: 4000.683105
	Iteration 3F: 3 clusters Score -238210.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -238291.687500 Penalty: 4000.683105
	Iteration 4Q: 3 clusters Score -238291.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -238343.734375 Penalty: 4000.683105
	Iteration 5Q: 3 clusters Score -238343.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -238383.500000 Penalty: 4000.683105
	Iteration 6Q: 3 clusters Score -238383.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -238418.296875 Penalty: 4000.683105
	Iteration 7Q: 3 clusters Score -238418.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -238437.906250 Penalty: 4000.683105
	Iteration 8Q: 3 clusters Score -238437.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -238449.328125 Penalty: 4000.683105
	Iteration 9Q: 3 clusters Score -238449.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -238460.234375 Penalty: 4000.683105
	Iteration 10Q: 3 clusters Score -238460.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -238473.281250 Penalty: 4000.683105
	Iteration 11Q: 3 clusters Score -238473.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -238485.187500 Penalty: 4000.683105
	Iteration 12Q: 3 clusters Score -238485.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -238491.000000 Penalty: 4000.683105
	Iteration 13Q: 3 clusters Score -238491 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -238493.843750 Penalty: 4000.683105
	Iteration 14Q: 3 clusters Score -238493.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -238497.140625 Penalty: 4000.683105
	Iteration 15Q: 3 clusters Score -238497.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -238499.656250 Penalty: 4000.683105
	Iteration 16Q: 3 clusters Score -238499.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -238501.625000 Penalty: 4000.683105
	Iteration 17Q: 3 clusters Score -238501.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -238503.281250 Penalty: 4000.683105
	Iteration 18Q: 3 clusters Score -238503.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -238505.687500 Penalty: 4000.683105
	Iteration 19Q: 3 clusters Score -238505.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -238508.421875 Penalty: 4000.683105
	Iteration 20F: 3 clusters Score -238508.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -238513.093750 Penalty: 4000.683105
	Iteration 21Q: 3 clusters Score -238513.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -238524.109375 Penalty: 4000.683105
	Iteration 22Q: 3 clusters Score -238524.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -238531.437500 Penalty: 4000.683105
	Iteration 23Q: 3 clusters Score -238531.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -238535.234375 Penalty: 4000.683105
	Iteration 24Q: 3 clusters Score -238535.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -238537.609375 Penalty: 4000.683105
	Iteration 25Q: 3 clusters Score -238537.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -238538.984375 Penalty: 4000.683105
	Iteration 26Q: 3 clusters Score -238539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -238539.171875 Penalty: 4000.683105
	Iteration 27Q: 3 clusters Score -238539.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -238539.265625 Penalty: 4000.683105
	Iteration 28Q: 3 clusters Score -238539.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -238539.843750 Penalty: 4000.683105
	Iteration 29Q: 3 clusters Score -238539.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -238539.843750 Penalty: 4000.683105
	Iteration 30F: 3 clusters Score -238539.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (75766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75766 members 
Entering Unmasked Estep 
Score: -6152247.000000 Penalty: 2786.380371
	Iteration 0F: 2 clusters Score -6152247 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37940 members 
Mstep: Class 2 contains 37826 members 
Entering Unmasked Estep 
Score: -6101630.500000 Penalty: 5572.760742
	Iteration 0F: 3 clusters Score -6101630 nChanged 35479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39411 members 
Mstep: Class 2 contains 36355 members 
Entering Unmasked Estep 
Score: -6121863.500000 Penalty: 5572.760742
	Iteration 1F: 3 clusters Score -6121864 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40171 members 
Mstep: Class 2 contains 35595 members 
Entering Unmasked Estep 
Score: -6122663.000000 Penalty: 5572.760742
	Iteration 2Q: 3 clusters Score -6122663 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41190 members 
Mstep: Class 2 contains 34576 members 
Entering Unmasked Estep 
Score: -6123503.000000 Penalty: 5572.760742
	Iteration 3Q: 3 clusters Score -6123503 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42608 members 
Mstep: Class 2 contains 33158 members 
Entering Unmasked Estep 
Score: -6124477.000000 Penalty: 5572.760742
	Iteration 4Q: 3 clusters Score -6124477 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44580 members 
Mstep: Class 2 contains 31186 members 
Entering Unmasked Estep 
Score: -6125744.500000 Penalty: 5572.760742
	Iteration 5Q: 3 clusters Score -6125744 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47337 members 
Mstep: Class 2 contains 28429 members 
Entering Unmasked Estep 
Score: -6127577.500000 Penalty: 5572.760742
	Iteration 6Q: 3 clusters Score -6127578 nChanged 4194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50899 members 
Mstep: Class 2 contains 24867 members 
Entering Unmasked Estep 
Score: -6129961.000000 Penalty: 5572.760742
	Iteration 7F: 3 clusters Score -6129961 nChanged 4636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55181 members 
Mstep: Class 2 contains 20585 members 
Entering Unmasked Estep 
Score: -6133192.000000 Penalty: 5572.760742
	Iteration 8F: 3 clusters Score -6133192 nChanged 4850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59871 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -6136971.500000 Penalty: 5572.760742
	Iteration 9F: 3 clusters Score -6136972 nChanged 4531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64334 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -6140819.000000 Penalty: 5572.760742
	Iteration 10F: 3 clusters Score -6140819 nChanged 3786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68084 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -6144055.500000 Penalty: 5572.760742
	Iteration 11Q: 3 clusters Score -6144056 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70720 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -6146286.000000 Penalty: 5572.760742
	Iteration 12Q: 3 clusters Score -6146286 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72412 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -6147662.500000 Penalty: 5572.760742
	Iteration 13Q: 3 clusters Score -6147662 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73470 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -6148532.000000 Penalty: 5572.760742
	Iteration 14Q: 3 clusters Score -6148532 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74135 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -6149024.500000 Penalty: 5572.760742
	Iteration 15Q: 3 clusters Score -6149024 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74563 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -6149356.000000 Penalty: 5572.760742
	Iteration 16Q: 3 clusters Score -6149356 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74785 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -6149523.000000 Penalty: 5572.760742
	Iteration 17Q: 3 clusters Score -6149523 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74933 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -6149626.000000 Penalty: 5572.760742
	Iteration 18Q: 3 clusters Score -6149626 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75037 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -6149719.500000 Penalty: 5572.760742
	Iteration 19Q: 3 clusters Score -6149720 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75101 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -6149755.500000 Penalty: 5572.760742
	Iteration 20F: 3 clusters Score -6149756 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75142 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -6149790.500000 Penalty: 5572.760742
	Iteration 21Q: 3 clusters Score -6149790 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75165 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -6149809.000000 Penalty: 5572.760742
	Iteration 22Q: 3 clusters Score -6149809 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75187 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -6149835.500000 Penalty: 5572.760742
	Iteration 23Q: 3 clusters Score -6149836 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75202 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -6149844.000000 Penalty: 5572.760742
	Iteration 24Q: 3 clusters Score -6149844 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75217 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -6149855.000000 Penalty: 5572.760742
	Iteration 25Q: 3 clusters Score -6149855 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75226 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -6149856.000000 Penalty: 5572.760742
	Iteration 26Q: 3 clusters Score -6149856 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75244 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -6149874.000000 Penalty: 5572.760742
	Iteration 27Q: 3 clusters Score -6149874 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75254 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -6149885.500000 Penalty: 5572.760742
	Iteration 28Q: 3 clusters Score -6149886 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75262 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -6149900.500000 Penalty: 5572.760742
	Iteration 29Q: 3 clusters Score -6149900 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75270 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -6149899.000000 Penalty: 5572.760742
	Iteration 30Q: 3 clusters Score -6149899 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75277 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -6149907.500000 Penalty: 5572.760742
	Iteration 31Q: 3 clusters Score -6149908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75285 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -6149920.000000 Penalty: 5572.760742
	Iteration 32Q: 3 clusters Score -6149920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75287 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -6149918.000000 Penalty: 5572.760742
	Iteration 33Q: 3 clusters Score -6149918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75286 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -6149928.500000 Penalty: 5572.760742
	Iteration 34Q: 3 clusters Score -6149928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75290 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -6149934.000000 Penalty: 5572.760742
	Iteration 35Q: 3 clusters Score -6149934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75291 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -6149934.000000 Penalty: 5572.760742
	Iteration 36Q: 3 clusters Score -6149934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75292 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -6149934.000000 Penalty: 5572.760742
	Iteration 37Q: 3 clusters Score -6149934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75293 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -6149933.000000 Penalty: 5572.760742
	Iteration 38Q: 3 clusters Score -6149933 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75293 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -6149933.000000 Penalty: 5572.760742
	Iteration 39F: 3 clusters Score -6149933 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Entering Unmasked Estep 
Score: -323860.250000 Penalty: 2086.299805
	Iteration 0F: 2 clusters Score -323860.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -319645.718750 Penalty: 4172.599609
	Iteration 0F: 3 clusters Score -319645.7 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -320706.375000 Penalty: 4172.599609
	Iteration 1F: 3 clusters Score -320706.4 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -320895.562500 Penalty: 4172.599609
	Iteration 2F: 3 clusters Score -320895.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -321029.906250 Penalty: 4172.599609
	Iteration 3Q: 3 clusters Score -321029.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -321137.125000 Penalty: 4172.599609
	Iteration 4Q: 3 clusters Score -321137.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -321200.187500 Penalty: 4172.599609
	Iteration 5Q: 3 clusters Score -321200.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -321255.125000 Penalty: 4172.599609
	Iteration 6Q: 3 clusters Score -321255.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -321306.718750 Penalty: 4172.599609
	Iteration 7Q: 3 clusters Score -321306.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -321351.968750 Penalty: 4172.599609
	Iteration 8Q: 3 clusters Score -321352 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -321397.343750 Penalty: 4172.599609
	Iteration 9Q: 3 clusters Score -321397.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -321432.843750 Penalty: 4172.599609
	Iteration 10Q: 3 clusters Score -321432.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -321469.906250 Penalty: 4172.599609
	Iteration 11Q: 3 clusters Score -321469.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -321520.093750 Penalty: 4172.599609
	Iteration 12Q: 3 clusters Score -321520.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -321561.250000 Penalty: 4172.599609
	Iteration 13Q: 3 clusters Score -321561.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -321602.750000 Penalty: 4172.599609
	Iteration 14Q: 3 clusters Score -321602.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -321644.468750 Penalty: 4172.599609
	Iteration 15Q: 3 clusters Score -321644.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -321678.937500 Penalty: 4172.599609
	Iteration 16Q: 3 clusters Score -321678.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -321722.531250 Penalty: 4172.599609
	Iteration 17Q: 3 clusters Score -321722.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -321759.906250 Penalty: 4172.599609
	Iteration 18Q: 3 clusters Score -321759.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -321793.968750 Penalty: 4172.599609
	Iteration 19Q: 3 clusters Score -321794 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -321837.781250 Penalty: 4172.599609
	Iteration 20F: 3 clusters Score -321837.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -321879.250000 Penalty: 4172.599609
	Iteration 21Q: 3 clusters Score -321879.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -321924.593750 Penalty: 4172.599609
	Iteration 22Q: 3 clusters Score -321924.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -321967.937500 Penalty: 4172.599609
	Iteration 23Q: 3 clusters Score -321967.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -322012.156250 Penalty: 4172.599609
	Iteration 24Q: 3 clusters Score -322012.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -322066.718750 Penalty: 4172.599609
	Iteration 25Q: 3 clusters Score -322066.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -322122.937500 Penalty: 4172.599609
	Iteration 26Q: 3 clusters Score -322122.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -322166.125000 Penalty: 4172.599609
	Iteration 27Q: 3 clusters Score -322166.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -322198.812500 Penalty: 4172.599609
	Iteration 28Q: 3 clusters Score -322198.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -322217.500000 Penalty: 4172.599609
	Iteration 29Q: 3 clusters Score -322217.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -322230.093750 Penalty: 4172.599609
	Iteration 30Q: 3 clusters Score -322230.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -322250.218750 Penalty: 4172.599609
	Iteration 31Q: 3 clusters Score -322250.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -322273.468750 Penalty: 4172.599609
	Iteration 32Q: 3 clusters Score -322273.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -322298.187500 Penalty: 4172.599609
	Iteration 33Q: 3 clusters Score -322298.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -322332.187500 Penalty: 4172.599609
	Iteration 34Q: 3 clusters Score -322332.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -322360.906250 Penalty: 4172.599609
	Iteration 35Q: 3 clusters Score -322360.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -322385.812500 Penalty: 4172.599609
	Iteration 36Q: 3 clusters Score -322385.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -322401.125000 Penalty: 4172.599609
	Iteration 37Q: 3 clusters Score -322401.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -322410.468750 Penalty: 4172.599609
	Iteration 38Q: 3 clusters Score -322410.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -322420.750000 Penalty: 4172.599609
	Iteration 39Q: 3 clusters Score -322420.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -322429.687500 Penalty: 4172.599609
	Iteration 40F: 3 clusters Score -322429.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -322434.968750 Penalty: 4172.599609
	Iteration 41Q: 3 clusters Score -322435 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -322440.125000 Penalty: 4172.599609
	Iteration 42Q: 3 clusters Score -322440.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -322443.875000 Penalty: 4172.599609
	Iteration 43Q: 3 clusters Score -322443.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -322448.343750 Penalty: 4172.599609
	Iteration 44Q: 3 clusters Score -322448.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -322451.500000 Penalty: 4172.599609
	Iteration 45Q: 3 clusters Score -322451.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -322454.968750 Penalty: 4172.599609
	Iteration 46Q: 3 clusters Score -322455 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -322459.625000 Penalty: 4172.599609
	Iteration 47Q: 3 clusters Score -322459.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -322465.031250 Penalty: 4172.599609
	Iteration 48Q: 3 clusters Score -322465 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -322468.531250 Penalty: 4172.599609
	Iteration 49Q: 3 clusters Score -322468.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -322471.750000 Penalty: 4172.599609
	Iteration 50Q: 3 clusters Score -322471.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -322476.875000 Penalty: 4172.599609
	Iteration 51Q: 3 clusters Score -322476.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -322480.062500 Penalty: 4172.599609
	Iteration 52Q: 3 clusters Score -322480.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -322481.562500 Penalty: 4172.599609
	Iteration 53Q: 3 clusters Score -322481.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -322483.000000 Penalty: 4172.599609
	Iteration 54Q: 3 clusters Score -322483 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -322487.625000 Penalty: 4172.599609
	Iteration 55Q: 3 clusters Score -322487.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -322492.062500 Penalty: 4172.599609
	Iteration 56Q: 3 clusters Score -322492.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -322496.437500 Penalty: 4172.599609
	Iteration 57Q: 3 clusters Score -322496.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -322499.093750 Penalty: 4172.599609
	Iteration 58Q: 3 clusters Score -322499.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -322500.343750 Penalty: 4172.599609
	Iteration 59Q: 3 clusters Score -322500.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -322502.093750 Penalty: 4172.599609
	Iteration 60F: 3 clusters Score -322502.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (7760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Entering Unmasked Estep 
Score: -598859.500000 Penalty: 2221.270996
	Iteration 0F: 2 clusters Score -598859.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -592579.750000 Penalty: 4442.541992
	Iteration 0F: 3 clusters Score -592579.8 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -594279.000000 Penalty: 4442.541992
	Iteration 1F: 3 clusters Score -594279 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -594563.250000 Penalty: 4442.541992
	Iteration 2F: 3 clusters Score -594563.2 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -594774.312500 Penalty: 4442.541992
	Iteration 3F: 3 clusters Score -594774.3 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -594957.687500 Penalty: 4442.541992
	Iteration 4Q: 3 clusters Score -594957.7 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -595097.312500 Penalty: 4442.541992
	Iteration 5Q: 3 clusters Score -595097.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -595241.312500 Penalty: 4442.541992
	Iteration 6Q: 3 clusters Score -595241.3 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -595410.375000 Penalty: 4442.541992
	Iteration 7Q: 3 clusters Score -595410.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -595565.562500 Penalty: 4442.541992
	Iteration 8Q: 3 clusters Score -595565.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -595695.062500 Penalty: 4442.541992
	Iteration 9Q: 3 clusters Score -595695.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -595823.937500 Penalty: 4442.541992
	Iteration 10Q: 3 clusters Score -595823.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -595930.062500 Penalty: 4442.541992
	Iteration 11Q: 3 clusters Score -595930.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -596044.937500 Penalty: 4442.541992
	Iteration 12Q: 3 clusters Score -596044.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -596170.625000 Penalty: 4442.541992
	Iteration 13Q: 3 clusters Score -596170.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -596278.250000 Penalty: 4442.541992
	Iteration 14Q: 3 clusters Score -596278.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -596363.937500 Penalty: 4442.541992
	Iteration 15Q: 3 clusters Score -596363.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -596431.750000 Penalty: 4442.541992
	Iteration 16Q: 3 clusters Score -596431.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -596485.812500 Penalty: 4442.541992
	Iteration 17Q: 3 clusters Score -596485.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -596518.125000 Penalty: 4442.541992
	Iteration 18Q: 3 clusters Score -596518.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -596541.187500 Penalty: 4442.541992
	Iteration 19Q: 3 clusters Score -596541.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -596561.750000 Penalty: 4442.541992
	Iteration 20F: 3 clusters Score -596561.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -596576.375000 Penalty: 4442.541992
	Iteration 21Q: 3 clusters Score -596576.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -596587.250000 Penalty: 4442.541992
	Iteration 22Q: 3 clusters Score -596587.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -596598.000000 Penalty: 4442.541992
	Iteration 23Q: 3 clusters Score -596598 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -596608.937500 Penalty: 4442.541992
	Iteration 24Q: 3 clusters Score -596608.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -596616.875000 Penalty: 4442.541992
	Iteration 25Q: 3 clusters Score -596616.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -596621.875000 Penalty: 4442.541992
	Iteration 26Q: 3 clusters Score -596621.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -596630.187500 Penalty: 4442.541992
	Iteration 27Q: 3 clusters Score -596630.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -596637.250000 Penalty: 4442.541992
	Iteration 28Q: 3 clusters Score -596637.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -596642.500000 Penalty: 4442.541992
	Iteration 29Q: 3 clusters Score -596642.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -596647.500000 Penalty: 4442.541992
	Iteration 30Q: 3 clusters Score -596647.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -596654.187500 Penalty: 4442.541992
	Iteration 31Q: 3 clusters Score -596654.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -596660.500000 Penalty: 4442.541992
	Iteration 32Q: 3 clusters Score -596660.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -596669.375000 Penalty: 4442.541992
	Iteration 33Q: 3 clusters Score -596669.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -596675.562500 Penalty: 4442.541992
	Iteration 34Q: 3 clusters Score -596675.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -596682.000000 Penalty: 4442.541992
	Iteration 35Q: 3 clusters Score -596682 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -596687.500000 Penalty: 4442.541992
	Iteration 36Q: 3 clusters Score -596687.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -596697.687500 Penalty: 4442.541992
	Iteration 37Q: 3 clusters Score -596697.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -596705.750000 Penalty: 4442.541992
	Iteration 38Q: 3 clusters Score -596705.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -596713.937500 Penalty: 4442.541992
	Iteration 39Q: 3 clusters Score -596713.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -596720.812500 Penalty: 4442.541992
	Iteration 40F: 3 clusters Score -596720.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -596723.687500 Penalty: 4442.541992
	Iteration 41Q: 3 clusters Score -596723.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -596728.687500 Penalty: 4442.541992
	Iteration 42Q: 3 clusters Score -596728.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -596731.875000 Penalty: 4442.541992
	Iteration 43Q: 3 clusters Score -596731.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -596736.250000 Penalty: 4442.541992
	Iteration 44Q: 3 clusters Score -596736.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -596738.625000 Penalty: 4442.541992
	Iteration 45Q: 3 clusters Score -596738.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -596741.000000 Penalty: 4442.541992
	Iteration 46Q: 3 clusters Score -596741 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -596740.687500 Penalty: 4442.541992
	Iteration 47Q: 3 clusters Score -596740.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -596740.500000 Penalty: 4442.541992
	Iteration 48Q: 3 clusters Score -596740.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -596740.812500 Penalty: 4442.541992
	Iteration 49Q: 3 clusters Score -596740.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -596742.000000 Penalty: 4442.541992
	Iteration 50Q: 3 clusters Score -596742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -596745.250000 Penalty: 4442.541992
	Iteration 51Q: 3 clusters Score -596745.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -596746.187500 Penalty: 4442.541992
	Iteration 52Q: 3 clusters Score -596746.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -596747.062500 Penalty: 4442.541992
	Iteration 53Q: 3 clusters Score -596747.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -596747.500000 Penalty: 4442.541992
	Iteration 54Q: 3 clusters Score -596747.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -596747.250000 Penalty: 4442.541992
	Iteration 55Q: 3 clusters Score -596747.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -596748.875000 Penalty: 4442.541992
	Iteration 56Q: 3 clusters Score -596748.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -596749.937500 Penalty: 4442.541992
	Iteration 57Q: 3 clusters Score -596749.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -596752.562500 Penalty: 4442.541992
	Iteration 58Q: 3 clusters Score -596752.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -596754.562500 Penalty: 4442.541992
	Iteration 59Q: 3 clusters Score -596754.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -596755.500000 Penalty: 4442.541992
	Iteration 60F: 3 clusters Score -596755.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -596756.375000 Penalty: 4442.541992
	Iteration 61Q: 3 clusters Score -596756.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -596760.187500 Penalty: 4442.541992
	Iteration 62Q: 3 clusters Score -596760.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -596762.000000 Penalty: 4442.541992
	Iteration 63Q: 3 clusters Score -596762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -596760.562500 Penalty: 4442.541992
	Iteration 64Q: 3 clusters Score -596760.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -596761.750000 Penalty: 4442.541992
	Iteration 65Q: 3 clusters Score -596761.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -596761.687500 Penalty: 4442.541992
	Iteration 66Q: 3 clusters Score -596761.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -596762.000000 Penalty: 4442.541992
	Iteration 67Q: 3 clusters Score -596762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -596762.687500 Penalty: 4442.541992
	Iteration 68Q: 3 clusters Score -596762.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -596762.187500 Penalty: 4442.541992
	Iteration 69Q: 3 clusters Score -596762.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -596762.000000 Penalty: 4442.541992
	Iteration 70Q: 3 clusters Score -596762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -596761.687500 Penalty: 4442.541992
	Iteration 71Q: 3 clusters Score -596761.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -596763.375000 Penalty: 4442.541992
	Iteration 72Q: 3 clusters Score -596763.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -596763.562500 Penalty: 4442.541992
	Iteration 73Q: 3 clusters Score -596763.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -596763.500000 Penalty: 4442.541992
	Iteration 74Q: 3 clusters Score -596763.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -596763.500000 Penalty: 4442.541992
	Iteration 75F: 3 clusters Score -596763.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (4091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Entering Unmasked Estep 
Score: -297941.312500 Penalty: 2062.502930
	Iteration 0F: 2 clusters Score -297941.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -293988.343750 Penalty: 4125.005859
	Iteration 0F: 3 clusters Score -293988.3 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -294944.593750 Penalty: 4125.005859
	Iteration 1F: 3 clusters Score -294944.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -295161.406250 Penalty: 4125.005859
	Iteration 2F: 3 clusters Score -295161.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -295320.406250 Penalty: 4125.005859
	Iteration 3F: 3 clusters Score -295320.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -295443.625000 Penalty: 4125.005859
	Iteration 4Q: 3 clusters Score -295443.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -295559.187500 Penalty: 4125.005859
	Iteration 5Q: 3 clusters Score -295559.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -295651.031250 Penalty: 4125.005859
	Iteration 6Q: 3 clusters Score -295651 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -295730.875000 Penalty: 4125.005859
	Iteration 7Q: 3 clusters Score -295730.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -295808.750000 Penalty: 4125.005859
	Iteration 8Q: 3 clusters Score -295808.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -295872.875000 Penalty: 4125.005859
	Iteration 9Q: 3 clusters Score -295872.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -295941.093750 Penalty: 4125.005859
	Iteration 10Q: 3 clusters Score -295941.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -296000.875000 Penalty: 4125.005859
	Iteration 11Q: 3 clusters Score -296000.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -296058.125000 Penalty: 4125.005859
	Iteration 12Q: 3 clusters Score -296058.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -296107.718750 Penalty: 4125.005859
	Iteration 13Q: 3 clusters Score -296107.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -296143.406250 Penalty: 4125.005859
	Iteration 14Q: 3 clusters Score -296143.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -296175.437500 Penalty: 4125.005859
	Iteration 15Q: 3 clusters Score -296175.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -296203.562500 Penalty: 4125.005859
	Iteration 16Q: 3 clusters Score -296203.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -296236.750000 Penalty: 4125.005859
	Iteration 17Q: 3 clusters Score -296236.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -296251.500000 Penalty: 4125.005859
	Iteration 18Q: 3 clusters Score -296251.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -296262.281250 Penalty: 4125.005859
	Iteration 19Q: 3 clusters Score -296262.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -296267.750000 Penalty: 4125.005859
	Iteration 20F: 3 clusters Score -296267.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -296273.687500 Penalty: 4125.005859
	Iteration 21Q: 3 clusters Score -296273.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -296279.250000 Penalty: 4125.005859
	Iteration 22Q: 3 clusters Score -296279.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -296279.843750 Penalty: 4125.005859
	Iteration 23Q: 3 clusters Score -296279.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -296281.187500 Penalty: 4125.005859
	Iteration 24Q: 3 clusters Score -296281.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -296282.531250 Penalty: 4125.005859
	Iteration 25Q: 3 clusters Score -296282.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -296284.843750 Penalty: 4125.005859
	Iteration 26Q: 3 clusters Score -296284.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -296285.437500 Penalty: 4125.005859
	Iteration 27Q: 3 clusters Score -296285.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -296285.468750 Penalty: 4125.005859
	Iteration 28Q: 3 clusters Score -296285.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -296286.812500 Penalty: 4125.005859
	Iteration 29Q: 3 clusters Score -296286.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -296286.812500 Penalty: 4125.005859
	Iteration 30F: 3 clusters Score -296286.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (558210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558210 members 
Entering Unmasked Estep 
Score: -43888608.000000 Penalty: 3281.657715
	Iteration 0F: 2 clusters Score -4.388861e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279129 members 
Mstep: Class 2 contains 279081 members 
Entering Unmasked Estep 
Score: -43510196.000000 Penalty: 6563.315430
	Iteration 0F: 3 clusters Score -4.35102e+07 nChanged 273288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280383 members 
Mstep: Class 2 contains 277827 members 
Entering Unmasked Estep 
Score: -43676364.000000 Penalty: 6563.315430
	Iteration 1F: 3 clusters Score -4.367636e+07 nChanged 13704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280451 members 
Mstep: Class 2 contains 277759 members 
Entering Unmasked Estep 
Score: -43678936.000000 Penalty: 6563.315430
	Iteration 2Q: 3 clusters Score -4.367894e+07 nChanged 15638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280141 members 
Mstep: Class 2 contains 278069 members 
Entering Unmasked Estep 
Score: -43683056.000000 Penalty: 6563.315430
	Iteration 3Q: 3 clusters Score -4.368306e+07 nChanged 18434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279129 members 
Mstep: Class 2 contains 279081 members 
Entering Unmasked Estep 
Score: -43689276.000000 Penalty: 6563.315430
	Iteration 4Q: 3 clusters Score -4.368928e+07 nChanged 22799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276970 members 
Mstep: Class 2 contains 281240 members 
Entering Unmasked Estep 
Score: -43698640.000000 Penalty: 6563.315430
	Iteration 5Q: 3 clusters Score -4.369864e+07 nChanged 27615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273189 members 
Mstep: Class 2 contains 285021 members 
Entering Unmasked Estep 
Score: -43712220.000000 Penalty: 6563.315430
	Iteration 6Q: 3 clusters Score -4.371222e+07 nChanged 32584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267463 members 
Mstep: Class 2 contains 290747 members 
Entering Unmasked Estep 
Score: -43730824.000000 Penalty: 6563.315430
	Iteration 7F: 3 clusters Score -4.373082e+07 nChanged 35780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260195 members 
Mstep: Class 2 contains 298015 members 
Entering Unmasked Estep 
Score: -43753520.000000 Penalty: 6563.315430
	Iteration 8F: 3 clusters Score -4.375352e+07 nChanged 36082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252507 members 
Mstep: Class 2 contains 305703 members 
Entering Unmasked Estep 
Score: -43777368.000000 Penalty: 6563.315430
	Iteration 9F: 3 clusters Score -4.377737e+07 nChanged 32045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245590 members 
Mstep: Class 2 contains 312620 members 
Entering Unmasked Estep 
Score: -43796776.000000 Penalty: 6563.315430
	Iteration 10F: 3 clusters Score -4.379678e+07 nChanged 25390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239718 members 
Mstep: Class 2 contains 318492 members 
Entering Unmasked Estep 
Score: -43809628.000000 Penalty: 6563.315430
	Iteration 11Q: 3 clusters Score -4.380963e+07 nChanged 18219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234613 members 
Mstep: Class 2 contains 323597 members 
Entering Unmasked Estep 
Score: -43816552.000000 Penalty: 6563.315430
	Iteration 12Q: 3 clusters Score -4.381655e+07 nChanged 12804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229941 members 
Mstep: Class 2 contains 328269 members 
Entering Unmasked Estep 
Score: -43820024.000000 Penalty: 6563.315430
	Iteration 13Q: 3 clusters Score -4.382002e+07 nChanged 9395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225272 members 
Mstep: Class 2 contains 332938 members 
Entering Unmasked Estep 
Score: -43822300.000000 Penalty: 6563.315430
	Iteration 14Q: 3 clusters Score -4.38223e+07 nChanged 7395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220677 members 
Mstep: Class 2 contains 337533 members 
Entering Unmasked Estep 
Score: -43823860.000000 Penalty: 6563.315430
	Iteration 15Q: 3 clusters Score -4.382386e+07 nChanged 6552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215963 members 
Mstep: Class 2 contains 342247 members 
Entering Unmasked Estep 
Score: -43825352.000000 Penalty: 6563.315430
	Iteration 16Q: 3 clusters Score -4.382535e+07 nChanged 6031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211202 members 
Mstep: Class 2 contains 347008 members 
Entering Unmasked Estep 
Score: -43826740.000000 Penalty: 6563.315430
	Iteration 17Q: 3 clusters Score -4.382674e+07 nChanged 5867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206205 members 
Mstep: Class 2 contains 352005 members 
Entering Unmasked Estep 
Score: -43828212.000000 Penalty: 6563.315430
	Iteration 18Q: 3 clusters Score -4.382821e+07 nChanged 5682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201093 members 
Mstep: Class 2 contains 357117 members 
Entering Unmasked Estep 
Score: -43829180.000000 Penalty: 6563.315430
	Iteration 19Q: 3 clusters Score -4.382918e+07 nChanged 5692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195729 members 
Mstep: Class 2 contains 362481 members 
Entering Unmasked Estep 
Score: -43829924.000000 Penalty: 6563.315430
	Iteration 20F: 3 clusters Score -4.382992e+07 nChanged 5732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190293 members 
Mstep: Class 2 contains 367917 members 
Entering Unmasked Estep 
Score: -43831092.000000 Penalty: 6563.315430
	Iteration 21Q: 3 clusters Score -4.383109e+07 nChanged 5781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184712 members 
Mstep: Class 2 contains 373498 members 
Entering Unmasked Estep 
Score: -43832296.000000 Penalty: 6563.315430
	Iteration 22Q: 3 clusters Score -4.38323e+07 nChanged 5974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178862 members 
Mstep: Class 2 contains 379348 members 
Entering Unmasked Estep 
Score: -43833196.000000 Penalty: 6563.315430
	Iteration 23Q: 3 clusters Score -4.38332e+07 nChanged 6024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172906 members 
Mstep: Class 2 contains 385304 members 
Entering Unmasked Estep 
Score: -43834816.000000 Penalty: 6563.315430
	Iteration 24Q: 3 clusters Score -4.383482e+07 nChanged 6326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166642 members 
Mstep: Class 2 contains 391568 members 
Entering Unmasked Estep 
Score: -43836276.000000 Penalty: 6563.315430
	Iteration 25Q: 3 clusters Score -4.383628e+07 nChanged 6534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160150 members 
Mstep: Class 2 contains 398060 members 
Entering Unmasked Estep 
Score: -43838036.000000 Penalty: 6563.315430
	Iteration 26Q: 3 clusters Score -4.383804e+07 nChanged 6832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153338 members 
Mstep: Class 2 contains 404872 members 
Entering Unmasked Estep 
Score: -43839692.000000 Penalty: 6563.315430
	Iteration 27Q: 3 clusters Score -4.383969e+07 nChanged 6983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146379 members 
Mstep: Class 2 contains 411831 members 
Entering Unmasked Estep 
Score: -43841816.000000 Penalty: 6563.315430
	Iteration 28Q: 3 clusters Score -4.384182e+07 nChanged 7038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139357 members 
Mstep: Class 2 contains 418853 members 
Entering Unmasked Estep 
Score: -43843648.000000 Penalty: 6563.315430
	Iteration 29Q: 3 clusters Score -4.384365e+07 nChanged 7080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132289 members 
Mstep: Class 2 contains 425921 members 
Entering Unmasked Estep 
Score: -43845820.000000 Penalty: 6563.315430
	Iteration 30Q: 3 clusters Score -4.384582e+07 nChanged 7192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125111 members 
Mstep: Class 2 contains 433099 members 
Entering Unmasked Estep 
Score: -43847792.000000 Penalty: 6563.315430
	Iteration 31Q: 3 clusters Score -4.384779e+07 nChanged 7257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117860 members 
Mstep: Class 2 contains 440350 members 
Entering Unmasked Estep 
Score: -43850092.000000 Penalty: 6563.315430
	Iteration 32Q: 3 clusters Score -4.385009e+07 nChanged 7129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110753 members 
Mstep: Class 2 contains 447457 members 
Entering Unmasked Estep 
Score: -43852252.000000 Penalty: 6563.315430
	Iteration 33Q: 3 clusters Score -4.385225e+07 nChanged 7092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103671 members 
Mstep: Class 2 contains 454539 members 
Entering Unmasked Estep 
Score: -43854004.000000 Penalty: 6563.315430
	Iteration 34Q: 3 clusters Score -4.3854e+07 nChanged 6979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96706 members 
Mstep: Class 2 contains 461504 members 
Entering Unmasked Estep 
Score: -43856348.000000 Penalty: 6563.315430
	Iteration 35Q: 3 clusters Score -4.385635e+07 nChanged 6740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89978 members 
Mstep: Class 2 contains 468232 members 
Entering Unmasked Estep 
Score: -43858600.000000 Penalty: 6563.315430
	Iteration 36Q: 3 clusters Score -4.38586e+07 nChanged 6425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83557 members 
Mstep: Class 2 contains 474653 members 
Entering Unmasked Estep 
Score: -43860656.000000 Penalty: 6563.315430
	Iteration 37Q: 3 clusters Score -4.386066e+07 nChanged 6282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77281 members 
Mstep: Class 2 contains 480929 members 
Entering Unmasked Estep 
Score: -43862612.000000 Penalty: 6563.315430
	Iteration 38Q: 3 clusters Score -4.386261e+07 nChanged 6065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71220 members 
Mstep: Class 2 contains 486990 members 
Entering Unmasked Estep 
Score: -43864704.000000 Penalty: 6563.315430
	Iteration 39Q: 3 clusters Score -4.38647e+07 nChanged 5844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65380 members 
Mstep: Class 2 contains 492830 members 
Entering Unmasked Estep 
Score: -43866476.000000 Penalty: 6563.315430
	Iteration 40F: 3 clusters Score -4.386648e+07 nChanged 5651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59735 members 
Mstep: Class 2 contains 498475 members 
Entering Unmasked Estep 
Score: -43868548.000000 Penalty: 6563.315430
	Iteration 41Q: 3 clusters Score -4.386855e+07 nChanged 5375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54360 members 
Mstep: Class 2 contains 503850 members 
Entering Unmasked Estep 
Score: -43870376.000000 Penalty: 6563.315430
	Iteration 42Q: 3 clusters Score -4.387038e+07 nChanged 5179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49181 members 
Mstep: Class 2 contains 509029 members 
Entering Unmasked Estep 
Score: -43871860.000000 Penalty: 6563.315430
	Iteration 43Q: 3 clusters Score -4.387186e+07 nChanged 4857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44326 members 
Mstep: Class 2 contains 513884 members 
Entering Unmasked Estep 
Score: -43873424.000000 Penalty: 6563.315430
	Iteration 44Q: 3 clusters Score -4.387342e+07 nChanged 4520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39806 members 
Mstep: Class 2 contains 518404 members 
Entering Unmasked Estep 
Score: -43874992.000000 Penalty: 6563.315430
	Iteration 45Q: 3 clusters Score -4.387499e+07 nChanged 4272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35534 members 
Mstep: Class 2 contains 522676 members 
Entering Unmasked Estep 
Score: -43876488.000000 Penalty: 6563.315430
	Iteration 46Q: 3 clusters Score -4.387649e+07 nChanged 4002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31536 members 
Mstep: Class 2 contains 526674 members 
Entering Unmasked Estep 
Score: -43878036.000000 Penalty: 6563.315430
	Iteration 47Q: 3 clusters Score -4.387804e+07 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27926 members 
Mstep: Class 2 contains 530284 members 
Entering Unmasked Estep 
Score: -43879368.000000 Penalty: 6563.315430
	Iteration 48Q: 3 clusters Score -4.387937e+07 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24662 members 
Mstep: Class 2 contains 533548 members 
Entering Unmasked Estep 
Score: -43880576.000000 Penalty: 6563.315430
	Iteration 49Q: 3 clusters Score -4.388058e+07 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21693 members 
Mstep: Class 2 contains 536517 members 
Entering Unmasked Estep 
Score: -43881844.000000 Penalty: 6563.315430
	Iteration 50Q: 3 clusters Score -4.388184e+07 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18976 members 
Mstep: Class 2 contains 539234 members 
Entering Unmasked Estep 
Score: -43882696.000000 Penalty: 6563.315430
	Iteration 51Q: 3 clusters Score -4.38827e+07 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 541670 members 
Entering Unmasked Estep 
Score: -43883624.000000 Penalty: 6563.315430
	Iteration 52Q: 3 clusters Score -4.388362e+07 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 543788 members 
Entering Unmasked Estep 
Score: -43884308.000000 Penalty: 6563.315430
	Iteration 53Q: 3 clusters Score -4.388431e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 545564 members 
Entering Unmasked Estep 
Score: -43884792.000000 Penalty: 6563.315430
	Iteration 54Q: 3 clusters Score -4.388479e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 547041 members 
Entering Unmasked Estep 
Score: -43885368.000000 Penalty: 6563.315430
	Iteration 55Q: 3 clusters Score -4.388537e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 548273 members 
Entering Unmasked Estep 
Score: -43885648.000000 Penalty: 6563.315430
	Iteration 56Q: 3 clusters Score -4.388565e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 549301 members 
Entering Unmasked Estep 
Score: -43885960.000000 Penalty: 6563.315430
	Iteration 57Q: 3 clusters Score -4.388596e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 550112 members 
Entering Unmasked Estep 
Score: -43886060.000000 Penalty: 6563.315430
	Iteration 58Q: 3 clusters Score -4.388606e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 550736 members 
Entering Unmasked Estep 
Score: -43886140.000000 Penalty: 6563.315430
	Iteration 59Q: 3 clusters Score -4.388614e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 551261 members 
Entering Unmasked Estep 
Score: -43886248.000000 Penalty: 6563.315430
	Iteration 60F: 3 clusters Score -4.388625e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 551668 members 
Entering Unmasked Estep 
Score: -43886296.000000 Penalty: 6563.315430
	Iteration 61Q: 3 clusters Score -4.38863e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 552040 members 
Entering Unmasked Estep 
Score: -43886416.000000 Penalty: 6563.315430
	Iteration 62Q: 3 clusters Score -4.388642e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 552329 members 
Entering Unmasked Estep 
Score: -43886532.000000 Penalty: 6563.315430
	Iteration 63Q: 3 clusters Score -4.388653e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 552595 members 
Entering Unmasked Estep 
Score: -43886556.000000 Penalty: 6563.315430
	Iteration 64Q: 3 clusters Score -4.388656e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 552836 members 
Entering Unmasked Estep 
Score: -43886652.000000 Penalty: 6563.315430
	Iteration 65Q: 3 clusters Score -4.388665e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 553032 members 
Entering Unmasked Estep 
Score: -43886736.000000 Penalty: 6563.315430
	Iteration 66Q: 3 clusters Score -4.388674e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 553175 members 
Entering Unmasked Estep 
Score: -43886924.000000 Penalty: 6563.315430
	Iteration 67Q: 3 clusters Score -4.388692e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 553296 members 
Entering Unmasked Estep 
Score: -43887036.000000 Penalty: 6563.315430
	Iteration 68Q: 3 clusters Score -4.388704e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 553393 members 
Entering Unmasked Estep 
Score: -43887236.000000 Penalty: 6563.315430
	Iteration 69Q: 3 clusters Score -4.388724e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 553438 members 
Entering Unmasked Estep 
Score: -43887296.000000 Penalty: 6563.315430
	Iteration 70Q: 3 clusters Score -4.38873e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 553475 members 
Entering Unmasked Estep 
Score: -43887504.000000 Penalty: 6563.315430
	Iteration 71Q: 3 clusters Score -4.38875e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 553507 members 
Entering Unmasked Estep 
Score: -43887712.000000 Penalty: 6563.315430
	Iteration 72Q: 3 clusters Score -4.388771e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 553499 members 
Entering Unmasked Estep 
Score: -43887876.000000 Penalty: 6563.315430
	Iteration 73Q: 3 clusters Score -4.388788e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 553441 members 
Entering Unmasked Estep 
Score: -43888044.000000 Penalty: 6563.315430
	Iteration 74Q: 3 clusters Score -4.388804e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 553366 members 
Entering Unmasked Estep 
Score: -43888192.000000 Penalty: 6563.315430
	Iteration 75Q: 3 clusters Score -4.388819e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 553310 members 
Entering Unmasked Estep 
Score: -43888224.000000 Penalty: 6563.315430
	Iteration 76Q: 3 clusters Score -4.388822e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 553247 members 
Entering Unmasked Estep 
Score: -43888312.000000 Penalty: 6563.315430
	Iteration 77Q: 3 clusters Score -4.388831e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 553170 members 
Entering Unmasked Estep 
Score: -43888292.000000 Penalty: 6563.315430
	Iteration 78Q: 3 clusters Score -4.388829e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 553092 members 
Entering Unmasked Estep 
Score: -43888228.000000 Penalty: 6563.315430
	Iteration 79Q: 3 clusters Score -4.388823e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 553021 members 
Entering Unmasked Estep 
Score: -43888248.000000 Penalty: 6563.315430
	Iteration 80F: 3 clusters Score -4.388825e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 552971 members 
Entering Unmasked Estep 
Score: -43888264.000000 Penalty: 6563.315430
	Iteration 81Q: 3 clusters Score -4.388826e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 552928 members 
Entering Unmasked Estep 
Score: -43888264.000000 Penalty: 6563.315430
	Iteration 82Q: 3 clusters Score -4.388826e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 552898 members 
Entering Unmasked Estep 
Score: -43888296.000000 Penalty: 6563.315430
	Iteration 83Q: 3 clusters Score -4.38883e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 552864 members 
Entering Unmasked Estep 
Score: -43888304.000000 Penalty: 6563.315430
	Iteration 84Q: 3 clusters Score -4.38883e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 552831 members 
Entering Unmasked Estep 
Score: -43888340.000000 Penalty: 6563.315430
	Iteration 85Q: 3 clusters Score -4.388834e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 552797 members 
Entering Unmasked Estep 
Score: -43888284.000000 Penalty: 6563.315430
	Iteration 86Q: 3 clusters Score -4.388828e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 552766 members 
Entering Unmasked Estep 
Score: -43888276.000000 Penalty: 6563.315430
	Iteration 87Q: 3 clusters Score -4.388828e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 552752 members 
Entering Unmasked Estep 
Score: -43888296.000000 Penalty: 6563.315430
	Iteration 88Q: 3 clusters Score -4.38883e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 552738 members 
Entering Unmasked Estep 
Score: -43888280.000000 Penalty: 6563.315430
	Iteration 89Q: 3 clusters Score -4.388828e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 552716 members 
Entering Unmasked Estep 
Score: -43888300.000000 Penalty: 6563.315430
	Iteration 90Q: 3 clusters Score -4.38883e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 552693 members 
Entering Unmasked Estep 
Score: -43888272.000000 Penalty: 6563.315430
	Iteration 91Q: 3 clusters Score -4.388827e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 552665 members 
Entering Unmasked Estep 
Score: -43888280.000000 Penalty: 6563.315430
	Iteration 92Q: 3 clusters Score -4.388828e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 552645 members 
Entering Unmasked Estep 
Score: -43888272.000000 Penalty: 6563.315430
	Iteration 93Q: 3 clusters Score -4.388827e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 552628 members 
Entering Unmasked Estep 
Score: -43888256.000000 Penalty: 6563.315430
	Iteration 94Q: 3 clusters Score -4.388826e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 552607 members 
Entering Unmasked Estep 
Score: -43888280.000000 Penalty: 6563.315430
	Iteration 95Q: 3 clusters Score -4.388828e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 552585 members 
Entering Unmasked Estep 
Score: -43888288.000000 Penalty: 6563.315430
	Iteration 96Q: 3 clusters Score -4.388829e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 552562 members 
Entering Unmasked Estep 
Score: -43888276.000000 Penalty: 6563.315430
	Iteration 97Q: 3 clusters Score -4.388828e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 552533 members 
Entering Unmasked Estep 
Score: -43888320.000000 Penalty: 6563.315430
	Iteration 98Q: 3 clusters Score -4.388832e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 552506 members 
Entering Unmasked Estep 
Score: -43888300.000000 Penalty: 6563.315430
	Iteration 99Q: 3 clusters Score -4.38883e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 552488 members 
Entering Unmasked Estep 
Score: -43888308.000000 Penalty: 6563.315430
	Iteration 100F: 3 clusters Score -4.388831e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 552476 members 
Entering Unmasked Estep 
Score: -43888308.000000 Penalty: 6563.315430
	Iteration 101Q: 3 clusters Score -4.388831e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 552459 members 
Entering Unmasked Estep 
Score: -43888340.000000 Penalty: 6563.315430
	Iteration 102Q: 3 clusters Score -4.388834e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 552446 members 
Entering Unmasked Estep 
Score: -43888336.000000 Penalty: 6563.315430
	Iteration 103Q: 3 clusters Score -4.388834e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 552430 members 
Entering Unmasked Estep 
Score: -43888332.000000 Penalty: 6563.315430
	Iteration 104Q: 3 clusters Score -4.388833e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 552413 members 
Entering Unmasked Estep 
Score: -43888324.000000 Penalty: 6563.315430
	Iteration 105Q: 3 clusters Score -4.388832e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 552394 members 
Entering Unmasked Estep 
Score: -43888352.000000 Penalty: 6563.315430
	Iteration 106Q: 3 clusters Score -4.388835e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 552381 members 
Entering Unmasked Estep 
Score: -43888340.000000 Penalty: 6563.315430
	Iteration 107Q: 3 clusters Score -4.388834e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 552379 members 
Entering Unmasked Estep 
Score: -43888308.000000 Penalty: 6563.315430
	Iteration 108Q: 3 clusters Score -4.388831e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 552369 members 
Entering Unmasked Estep 
Score: -43888332.000000 Penalty: 6563.315430
	Iteration 109Q: 3 clusters Score -4.388833e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 552362 members 
Entering Unmasked Estep 
Score: -43888308.000000 Penalty: 6563.315430
	Iteration 110Q: 3 clusters Score -4.388831e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 552356 members 
Entering Unmasked Estep 
Score: -43888312.000000 Penalty: 6563.315430
	Iteration 111Q: 3 clusters Score -4.388831e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 552350 members 
Entering Unmasked Estep 
Score: -43888304.000000 Penalty: 6563.315430
	Iteration 112Q: 3 clusters Score -4.38883e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 552346 members 
Entering Unmasked Estep 
Score: -43888320.000000 Penalty: 6563.315430
	Iteration 113Q: 3 clusters Score -4.388832e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 552343 members 
Entering Unmasked Estep 
Score: -43888324.000000 Penalty: 6563.315430
	Iteration 114Q: 3 clusters Score -4.388832e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 552336 members 
Entering Unmasked Estep 
Score: -43888292.000000 Penalty: 6563.315430
	Iteration 115Q: 3 clusters Score -4.388829e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 552332 members 
Entering Unmasked Estep 
Score: -43888284.000000 Penalty: 6563.315430
	Iteration 116Q: 3 clusters Score -4.388828e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 552333 members 
Entering Unmasked Estep 
Score: -43888288.000000 Penalty: 6563.315430
	Iteration 117Q: 3 clusters Score -4.388829e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 552333 members 
Entering Unmasked Estep 
Score: -43888288.000000 Penalty: 6563.315430
	Iteration 118Q: 3 clusters Score -4.388829e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 552330 members 
Entering Unmasked Estep 
Score: -43888320.000000 Penalty: 6563.315430
	Iteration 119Q: 3 clusters Score -4.388832e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 552325 members 
Entering Unmasked Estep 
Score: -43888316.000000 Penalty: 6563.315430
	Iteration 120F: 3 clusters Score -4.388832e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 552322 members 
Entering Unmasked Estep 
Score: -43888324.000000 Penalty: 6563.315430
	Iteration 121Q: 3 clusters Score -4.388832e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 552322 members 
Entering Unmasked Estep 
Score: -43888308.000000 Penalty: 6563.315430
	Iteration 122Q: 3 clusters Score -4.388831e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 552324 members 
Entering Unmasked Estep 
Score: -43888312.000000 Penalty: 6563.315430
	Iteration 123Q: 3 clusters Score -4.388831e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 552324 members 
Entering Unmasked Estep 
Score: -43888308.000000 Penalty: 6563.315430
	Iteration 124Q: 3 clusters Score -4.388831e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 552320 members 
Entering Unmasked Estep 
Score: -43888308.000000 Penalty: 6563.315430
	Iteration 125Q: 3 clusters Score -4.388831e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 552314 members 
Entering Unmasked Estep 
Score: -43888312.000000 Penalty: 6563.315430
	Iteration 126Q: 3 clusters Score -4.388831e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 552308 members 
Entering Unmasked Estep 
Score: -43888300.000000 Penalty: 6563.315430
	Iteration 127Q: 3 clusters Score -4.38883e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 552305 members 
Entering Unmasked Estep 
Score: -43888316.000000 Penalty: 6563.315430
	Iteration 128Q: 3 clusters Score -4.388832e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 552305 members 
Entering Unmasked Estep 
Score: -43888316.000000 Penalty: 6563.315430
	Iteration 129Q: 3 clusters Score -4.388832e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 552301 members 
Entering Unmasked Estep 
Score: -43888312.000000 Penalty: 6563.315430
	Iteration 130Q: 3 clusters Score -4.388831e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 552297 members 
Entering Unmasked Estep 
Score: -43888320.000000 Penalty: 6563.315430
	Iteration 131Q: 3 clusters Score -4.388832e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 552296 members 
Entering Unmasked Estep 
Score: -43888312.000000 Penalty: 6563.315430
	Iteration 132Q: 3 clusters Score -4.388831e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 552296 members 
Entering Unmasked Estep 
Score: -43888312.000000 Penalty: 6563.315430
	Iteration 133F: 3 clusters Score -4.388831e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 118119 members 
Mstep: Class 2 contains 45845 members 
Mstep: Class 3 contains 1252 members 
Mstep: Class 4 contains 152189 members 
Mstep: Class 5 contains 8909 members 
Mstep: Class 6 contains 10053 members 
Mstep: Class 7 contains 31296 members 
Mstep: Class 8 contains 3182 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3379 members 
Mstep: Class 11 contains 8133 members 
Mstep: Class 12 contains 13068 members 
Mstep: Class 13 contains 65062 members 
Mstep: Class 14 contains 2430 members 
Mstep: Class 15 contains 23083 members 
Mstep: Class 16 contains 4342 members 
Mstep: Class 17 contains 15833 members 
Mstep: Class 18 contains 76058 members 
Mstep: Class 19 contains 8718 members 
Mstep: Class 20 contains 18919 members 
Mstep: Class 21 contains 23917 members 
Mstep: Class 22 contains 8438 members 
Mstep: Class 23 contains 2395 members 
Mstep: Class 24 contains 68345 members 
Mstep: Class 25 contains 15856 members 
Mstep: Class 26 contains 4363 members 
Mstep: Class 27 contains 61295 members 
Mstep: Class 28 contains 5632 members 
Mstep: Class 29 contains 6597 members 
Mstep: Class 30 contains 3184 members 
Mstep: Class 31 contains 75766 members 
Mstep: Class 32 contains 4503 members 
Mstep: Class 33 contains 7760 members 
Mstep: Class 34 contains 4091 members 
Mstep: Class 35 contains 558210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111981928.000000 Penalty: 123221.835938
Iteration 159Q: 36 clusters Score -1.119819e+08 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 118189 members 
Mstep: Class 2 contains 45844 members 
Mstep: Class 3 contains 1252 members 
Mstep: Class 4 contains 152190 members 
Mstep: Class 5 contains 8909 members 
Mstep: Class 6 contains 10048 members 
Mstep: Class 7 contains 31347 members 
Mstep: Class 8 contains 3183 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3379 members 
Mstep: Class 11 contains 8133 members 
Mstep: Class 12 contains 13080 members 
Mstep: Class 13 contains 65026 members 
Mstep: Class 14 contains 2429 members 
Mstep: Class 15 contains 23091 members 
Mstep: Class 16 contains 4346 members 
Mstep: Class 17 contains 15831 members 
Mstep: Class 18 contains 76056 members 
Mstep: Class 19 contains 8718 members 
Mstep: Class 20 contains 18970 members 
Mstep: Class 21 contains 23914 members 
Mstep: Class 22 contains 8438 members 
Mstep: Class 23 contains 2393 members 
Mstep: Class 24 contains 68359 members 
Mstep: Class 25 contains 15844 members 
Mstep: Class 26 contains 4362 members 
Mstep: Class 27 contains 61311 members 
Mstep: Class 28 contains 5633 members 
Mstep: Class 29 contains 6594 members 
Mstep: Class 30 contains 3184 members 
Mstep: Class 31 contains 75769 members 
Mstep: Class 32 contains 4510 members 
Mstep: Class 33 contains 7761 members 
Mstep: Class 34 contains 4090 members 
Mstep: Class 35 contains 558039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111981832.000000 Penalty: 123221.835938
Iteration 160F: 36 clusters Score -1.119818e+08 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 118265 members 
Mstep: Class 2 contains 45847 members 
Mstep: Class 3 contains 1252 members 
Mstep: Class 4 contains 152187 members 
Mstep: Class 5 contains 8909 members 
Mstep: Class 6 contains 10049 members 
Mstep: Class 7 contains 31385 members 
Mstep: Class 8 contains 3183 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3379 members 
Mstep: Class 11 contains 8133 members 
Mstep: Class 12 contains 13086 members 
Mstep: Class 13 contains 64997 members 
Mstep: Class 14 contains 2428 members 
Mstep: Class 15 contains 23103 members 
Mstep: Class 16 contains 4347 members 
Mstep: Class 17 contains 15836 members 
Mstep: Class 18 contains 76058 members 
Mstep: Class 19 contains 8718 members 
Mstep: Class 20 contains 19018 members 
Mstep: Class 21 contains 23920 members 
Mstep: Class 22 contains 8438 members 
Mstep: Class 23 contains 2389 members 
Mstep: Class 24 contains 68368 members 
Mstep: Class 25 contains 15830 members 
Mstep: Class 26 contains 4355 members 
Mstep: Class 27 contains 61325 members 
Mstep: Class 28 contains 5632 members 
Mstep: Class 29 contains 6593 members 
Mstep: Class 30 contains 3184 members 
Mstep: Class 31 contains 75772 members 
Mstep: Class 32 contains 4516 members 
Mstep: Class 33 contains 7764 members 
Mstep: Class 34 contains 4088 members 
Mstep: Class 35 contains 557868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111981968.000000 Penalty: 123221.835938
Iteration 161Q: 36 clusters Score -1.11982e+08 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 118336 members 
Mstep: Class 2 contains 45851 members 
Mstep: Class 3 contains 1252 members 
Mstep: Class 4 contains 152189 members 
Mstep: Class 5 contains 8909 members 
Mstep: Class 6 contains 10043 members 
Mstep: Class 7 contains 31428 members 
Mstep: Class 8 contains 3185 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3379 members 
Mstep: Class 11 contains 8133 members 
Mstep: Class 12 contains 13098 members 
Mstep: Class 13 contains 64969 members 
Mstep: Class 14 contains 2427 members 
Mstep: Class 15 contains 23113 members 
Mstep: Class 16 contains 4345 members 
Mstep: Class 17 contains 15837 members 
Mstep: Class 18 contains 76058 members 
Mstep: Class 19 contains 8717 members 
Mstep: Class 20 contains 19061 members 
Mstep: Class 21 contains 23921 members 
Mstep: Class 22 contains 8438 members 
Mstep: Class 23 contains 2385 members 
Mstep: Class 24 contains 68383 members 
Mstep: Class 25 contains 15819 members 
Mstep: Class 26 contains 4342 members 
Mstep: Class 27 contains 61339 members 
Mstep: Class 28 contains 5632 members 
Mstep: Class 29 contains 6592 members 
Mstep: Class 30 contains 3184 members 
Mstep: Class 31 contains 75777 members 
Mstep: Class 32 contains 4526 members 
Mstep: Class 33 contains 7768 members 
Mstep: Class 34 contains 4085 members 
Mstep: Class 35 contains 557701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111981864.000000 Penalty: 123221.835938
Iteration 162Q: 36 clusters Score -1.119819e+08 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 118428 members 
Mstep: Class 2 contains 45850 members 
Mstep: Class 3 contains 1252 members 
Mstep: Class 4 contains 152190 members 
Mstep: Class 5 contains 8909 members 
Mstep: Class 6 contains 10038 members 
Mstep: Class 7 contains 31484 members 
Mstep: Class 8 contains 3185 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3379 members 
Mstep: Class 11 contains 8133 members 
Mstep: Class 12 contains 13108 members 
Mstep: Class 13 contains 64947 members 
Mstep: Class 14 contains 2426 members 
Mstep: Class 15 contains 23120 members 
Mstep: Class 16 contains 4348 members 
Mstep: Class 17 contains 15837 members 
Mstep: Class 18 contains 76053 members 
Mstep: Class 19 contains 8718 members 
Mstep: Class 20 contains 19093 members 
Mstep: Class 21 contains 23917 members 
Mstep: Class 22 contains 8438 members 
Mstep: Class 23 contains 2383 members 
Mstep: Class 24 contains 68391 members 
Mstep: Class 25 contains 15809 members 
Mstep: Class 26 contains 4338 members 
Mstep: Class 27 contains 61345 members 
Mstep: Class 28 contains 5634 members 
Mstep: Class 29 contains 6592 members 
Mstep: Class 30 contains 3184 members 
Mstep: Class 31 contains 75783 members 
Mstep: Class 32 contains 4534 members 
Mstep: Class 33 contains 7768 members 
Mstep: Class 34 contains 4082 members 
Mstep: Class 35 contains 557526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982152.000000 Penalty: 123221.835938
Iteration 163Q: 36 clusters Score -1.119822e+08 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 118504 members 
Mstep: Class 2 contains 45853 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152185 members 
Mstep: Class 5 contains 8909 members 
Mstep: Class 6 contains 10032 members 
Mstep: Class 7 contains 31548 members 
Mstep: Class 8 contains 3188 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3379 members 
Mstep: Class 11 contains 8133 members 
Mstep: Class 12 contains 13112 members 
Mstep: Class 13 contains 64925 members 
Mstep: Class 14 contains 2425 members 
Mstep: Class 15 contains 23129 members 
Mstep: Class 16 contains 4356 members 
Mstep: Class 17 contains 15833 members 
Mstep: Class 18 contains 76052 members 
Mstep: Class 19 contains 8719 members 
Mstep: Class 20 contains 19125 members 
Mstep: Class 21 contains 23921 members 
Mstep: Class 22 contains 8438 members 
Mstep: Class 23 contains 2382 members 
Mstep: Class 24 contains 68405 members 
Mstep: Class 25 contains 15803 members 
Mstep: Class 26 contains 4322 members 
Mstep: Class 27 contains 61349 members 
Mstep: Class 28 contains 5635 members 
Mstep: Class 29 contains 6590 members 
Mstep: Class 30 contains 3184 members 
Mstep: Class 31 contains 75784 members 
Mstep: Class 32 contains 4546 members 
Mstep: Class 33 contains 7768 members 
Mstep: Class 34 contains 4081 members 
Mstep: Class 35 contains 557354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982040.000000 Penalty: 123221.835938
Iteration 164Q: 36 clusters Score -1.11982e+08 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 118577 members 
Mstep: Class 2 contains 45858 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152180 members 
Mstep: Class 5 contains 8908 members 
Mstep: Class 6 contains 10025 members 
Mstep: Class 7 contains 31604 members 
Mstep: Class 8 contains 3189 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3379 members 
Mstep: Class 11 contains 8133 members 
Mstep: Class 12 contains 13115 members 
Mstep: Class 13 contains 64914 members 
Mstep: Class 14 contains 2423 members 
Mstep: Class 15 contains 23138 members 
Mstep: Class 16 contains 4357 members 
Mstep: Class 17 contains 15834 members 
Mstep: Class 18 contains 76052 members 
Mstep: Class 19 contains 8719 members 
Mstep: Class 20 contains 19168 members 
Mstep: Class 21 contains 23928 members 
Mstep: Class 22 contains 8438 members 
Mstep: Class 23 contains 2382 members 
Mstep: Class 24 contains 68410 members 
Mstep: Class 25 contains 15798 members 
Mstep: Class 26 contains 4315 members 
Mstep: Class 27 contains 61368 members 
Mstep: Class 28 contains 5638 members 
Mstep: Class 29 contains 6587 members 
Mstep: Class 30 contains 3184 members 
Mstep: Class 31 contains 75790 members 
Mstep: Class 32 contains 4556 members 
Mstep: Class 33 contains 7768 members 
Mstep: Class 34 contains 4078 members 
Mstep: Class 35 contains 557156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982312.000000 Penalty: 123221.835938
Iteration 165Q: 36 clusters Score -1.119823e+08 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 118636 members 
Mstep: Class 2 contains 45864 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152180 members 
Mstep: Class 5 contains 8907 members 
Mstep: Class 6 contains 10022 members 
Mstep: Class 7 contains 31663 members 
Mstep: Class 8 contains 3189 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3379 members 
Mstep: Class 11 contains 8133 members 
Mstep: Class 12 contains 13121 members 
Mstep: Class 13 contains 64902 members 
Mstep: Class 14 contains 2422 members 
Mstep: Class 15 contains 23139 members 
Mstep: Class 16 contains 4360 members 
Mstep: Class 17 contains 15834 members 
Mstep: Class 18 contains 76051 members 
Mstep: Class 19 contains 8719 members 
Mstep: Class 20 contains 19213 members 
Mstep: Class 21 contains 23932 members 
Mstep: Class 22 contains 8438 members 
Mstep: Class 23 contains 2381 members 
Mstep: Class 24 contains 68415 members 
Mstep: Class 25 contains 15794 members 
Mstep: Class 26 contains 4301 members 
Mstep: Class 27 contains 61379 members 
Mstep: Class 28 contains 5638 members 
Mstep: Class 29 contains 6584 members 
Mstep: Class 30 contains 3184 members 
Mstep: Class 31 contains 75794 members 
Mstep: Class 32 contains 4568 members 
Mstep: Class 33 contains 7768 members 
Mstep: Class 34 contains 4079 members 
Mstep: Class 35 contains 556980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982296.000000 Penalty: 123221.835938
Iteration 166Q: 36 clusters Score -1.119823e+08 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 118699 members 
Mstep: Class 2 contains 45877 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152178 members 
Mstep: Class 5 contains 8907 members 
Mstep: Class 6 contains 10020 members 
Mstep: Class 7 contains 31724 members 
Mstep: Class 8 contains 3189 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3379 members 
Mstep: Class 11 contains 8133 members 
Mstep: Class 12 contains 13128 members 
Mstep: Class 13 contains 64880 members 
Mstep: Class 14 contains 2421 members 
Mstep: Class 15 contains 23148 members 
Mstep: Class 16 contains 4362 members 
Mstep: Class 17 contains 15837 members 
Mstep: Class 18 contains 76045 members 
Mstep: Class 19 contains 8719 members 
Mstep: Class 20 contains 19267 members 
Mstep: Class 21 contains 23933 members 
Mstep: Class 22 contains 8438 members 
Mstep: Class 23 contains 2381 members 
Mstep: Class 24 contains 68419 members 
Mstep: Class 25 contains 15791 members 
Mstep: Class 26 contains 4286 members 
Mstep: Class 27 contains 61385 members 
Mstep: Class 28 contains 5638 members 
Mstep: Class 29 contains 6584 members 
Mstep: Class 30 contains 3184 members 
Mstep: Class 31 contains 75797 members 
Mstep: Class 32 contains 4579 members 
Mstep: Class 33 contains 7768 members 
Mstep: Class 34 contains 4077 members 
Mstep: Class 35 contains 556796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982176.000000 Penalty: 123221.835938
Iteration 167Q: 36 clusters Score -1.119822e+08 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 118752 members 
Mstep: Class 2 contains 45894 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152173 members 
Mstep: Class 5 contains 8908 members 
Mstep: Class 6 contains 10014 members 
Mstep: Class 7 contains 31782 members 
Mstep: Class 8 contains 3189 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3379 members 
Mstep: Class 11 contains 8133 members 
Mstep: Class 12 contains 13132 members 
Mstep: Class 13 contains 64856 members 
Mstep: Class 14 contains 2421 members 
Mstep: Class 15 contains 23159 members 
Mstep: Class 16 contains 4363 members 
Mstep: Class 17 contains 15839 members 
Mstep: Class 18 contains 76050 members 
Mstep: Class 19 contains 8718 members 
Mstep: Class 20 contains 19319 members 
Mstep: Class 21 contains 23937 members 
Mstep: Class 22 contains 8438 members 
Mstep: Class 23 contains 2381 members 
Mstep: Class 24 contains 68428 members 
Mstep: Class 25 contains 15789 members 
Mstep: Class 26 contains 4275 members 
Mstep: Class 27 contains 61394 members 
Mstep: Class 28 contains 5637 members 
Mstep: Class 29 contains 6584 members 
Mstep: Class 30 contains 3184 members 
Mstep: Class 31 contains 75805 members 
Mstep: Class 32 contains 4591 members 
Mstep: Class 33 contains 7768 members 
Mstep: Class 34 contains 4074 members 
Mstep: Class 35 contains 556603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982128.000000 Penalty: 123221.835938
Iteration 168Q: 36 clusters Score -1.119821e+08 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 118817 members 
Mstep: Class 2 contains 45911 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152171 members 
Mstep: Class 5 contains 8907 members 
Mstep: Class 6 contains 10008 members 
Mstep: Class 7 contains 31824 members 
Mstep: Class 8 contains 3190 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3379 members 
Mstep: Class 11 contains 8133 members 
Mstep: Class 12 contains 13133 members 
Mstep: Class 13 contains 64829 members 
Mstep: Class 14 contains 2421 members 
Mstep: Class 15 contains 23170 members 
Mstep: Class 16 contains 4363 members 
Mstep: Class 17 contains 15838 members 
Mstep: Class 18 contains 76053 members 
Mstep: Class 19 contains 8718 members 
Mstep: Class 20 contains 19363 members 
Mstep: Class 21 contains 23937 members 
Mstep: Class 22 contains 8438 members 
Mstep: Class 23 contains 2381 members 
Mstep: Class 24 contains 68440 members 
Mstep: Class 25 contains 15787 members 
Mstep: Class 26 contains 4250 members 
Mstep: Class 27 contains 61399 members 
Mstep: Class 28 contains 5638 members 
Mstep: Class 29 contains 6584 members 
Mstep: Class 30 contains 3184 members 
Mstep: Class 31 contains 75808 members 
Mstep: Class 32 contains 4608 members 
Mstep: Class 33 contains 7768 members 
Mstep: Class 34 contains 4074 members 
Mstep: Class 35 contains 556445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982144.000000 Penalty: 123221.835938
Iteration 169Q: 36 clusters Score -1.119821e+08 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 118877 members 
Mstep: Class 2 contains 45933 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152168 members 
Mstep: Class 5 contains 8907 members 
Mstep: Class 6 contains 10002 members 
Mstep: Class 7 contains 31861 members 
Mstep: Class 8 contains 3192 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3379 members 
Mstep: Class 11 contains 8133 members 
Mstep: Class 12 contains 13133 members 
Mstep: Class 13 contains 64811 members 
Mstep: Class 14 contains 2421 members 
Mstep: Class 15 contains 23176 members 
Mstep: Class 16 contains 4363 members 
Mstep: Class 17 contains 15838 members 
Mstep: Class 18 contains 76049 members 
Mstep: Class 19 contains 8718 members 
Mstep: Class 20 contains 19405 members 
Mstep: Class 21 contains 23926 members 
Mstep: Class 22 contains 8438 members 
Mstep: Class 23 contains 2381 members 
Mstep: Class 24 contains 68448 members 
Mstep: Class 25 contains 15785 members 
Mstep: Class 26 contains 4233 members 
Mstep: Class 27 contains 61398 members 
Mstep: Class 28 contains 5639 members 
Mstep: Class 29 contains 6583 members 
Mstep: Class 30 contains 3184 members 
Mstep: Class 31 contains 75814 members 
Mstep: Class 32 contains 4625 members 
Mstep: Class 33 contains 7768 members 
Mstep: Class 34 contains 4074 members 
Mstep: Class 35 contains 556307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982128.000000 Penalty: 123221.835938
Iteration 170Q: 36 clusters Score -1.119821e+08 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 118952 members 
Mstep: Class 2 contains 45955 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152174 members 
Mstep: Class 5 contains 8906 members 
Mstep: Class 6 contains 9998 members 
Mstep: Class 7 contains 31893 members 
Mstep: Class 8 contains 3193 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3379 members 
Mstep: Class 11 contains 8133 members 
Mstep: Class 12 contains 13133 members 
Mstep: Class 13 contains 64794 members 
Mstep: Class 14 contains 2421 members 
Mstep: Class 15 contains 23184 members 
Mstep: Class 16 contains 4363 members 
Mstep: Class 17 contains 15833 members 
Mstep: Class 18 contains 76046 members 
Mstep: Class 19 contains 8718 members 
Mstep: Class 20 contains 19441 members 
Mstep: Class 21 contains 23922 members 
Mstep: Class 22 contains 8438 members 
Mstep: Class 23 contains 2381 members 
Mstep: Class 24 contains 68461 members 
Mstep: Class 25 contains 15776 members 
Mstep: Class 26 contains 4205 members 
Mstep: Class 27 contains 61405 members 
Mstep: Class 28 contains 5639 members 
Mstep: Class 29 contains 6581 members 
Mstep: Class 30 contains 3184 members 
Mstep: Class 31 contains 75817 members 
Mstep: Class 32 contains 4647 members 
Mstep: Class 33 contains 7768 members 
Mstep: Class 34 contains 4072 members 
Mstep: Class 35 contains 556157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982056.000000 Penalty: 123221.835938
Iteration 171Q: 36 clusters Score -1.119821e+08 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 119033 members 
Mstep: Class 2 contains 45969 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152169 members 
Mstep: Class 5 contains 8906 members 
Mstep: Class 6 contains 9993 members 
Mstep: Class 7 contains 31936 members 
Mstep: Class 8 contains 3193 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3379 members 
Mstep: Class 11 contains 8133 members 
Mstep: Class 12 contains 13135 members 
Mstep: Class 13 contains 64777 members 
Mstep: Class 14 contains 2421 members 
Mstep: Class 15 contains 23186 members 
Mstep: Class 16 contains 4362 members 
Mstep: Class 17 contains 15828 members 
Mstep: Class 18 contains 76044 members 
Mstep: Class 19 contains 8718 members 
Mstep: Class 20 contains 19464 members 
Mstep: Class 21 contains 23916 members 
Mstep: Class 22 contains 8438 members 
Mstep: Class 23 contains 2380 members 
Mstep: Class 24 contains 68472 members 
Mstep: Class 25 contains 15769 members 
Mstep: Class 26 contains 4197 members 
Mstep: Class 27 contains 61405 members 
Mstep: Class 28 contains 5640 members 
Mstep: Class 29 contains 6576 members 
Mstep: Class 30 contains 3185 members 
Mstep: Class 31 contains 75817 members 
Mstep: Class 32 contains 4672 members 
Mstep: Class 33 contains 7768 members 
Mstep: Class 34 contains 4070 members 
Mstep: Class 35 contains 556018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111981912.000000 Penalty: 123221.835938
Iteration 172Q: 36 clusters Score -1.119819e+08 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 119093 members 
Mstep: Class 2 contains 45978 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152171 members 
Mstep: Class 5 contains 8906 members 
Mstep: Class 6 contains 9988 members 
Mstep: Class 7 contains 31973 members 
Mstep: Class 8 contains 3195 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3379 members 
Mstep: Class 11 contains 8133 members 
Mstep: Class 12 contains 13137 members 
Mstep: Class 13 contains 64760 members 
Mstep: Class 14 contains 2422 members 
Mstep: Class 15 contains 23187 members 
Mstep: Class 16 contains 4360 members 
Mstep: Class 17 contains 15821 members 
Mstep: Class 18 contains 76037 members 
Mstep: Class 19 contains 8718 members 
Mstep: Class 20 contains 19493 members 
Mstep: Class 21 contains 23918 members 
Mstep: Class 22 contains 8438 members 
Mstep: Class 23 contains 2380 members 
Mstep: Class 24 contains 68486 members 
Mstep: Class 25 contains 15767 members 
Mstep: Class 26 contains 4196 members 
Mstep: Class 27 contains 61406 members 
Mstep: Class 28 contains 5639 members 
Mstep: Class 29 contains 6573 members 
Mstep: Class 30 contains 3185 members 
Mstep: Class 31 contains 75819 members 
Mstep: Class 32 contains 4692 members 
Mstep: Class 33 contains 7768 members 
Mstep: Class 34 contains 4066 members 
Mstep: Class 35 contains 555885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111981952.000000 Penalty: 123221.835938
Iteration 173Q: 36 clusters Score -1.11982e+08 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 119150 members 
Mstep: Class 2 contains 45989 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152171 members 
Mstep: Class 5 contains 8906 members 
Mstep: Class 6 contains 9979 members 
Mstep: Class 7 contains 32009 members 
Mstep: Class 8 contains 3196 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3379 members 
Mstep: Class 11 contains 8133 members 
Mstep: Class 12 contains 13142 members 
Mstep: Class 13 contains 64748 members 
Mstep: Class 14 contains 2422 members 
Mstep: Class 15 contains 23185 members 
Mstep: Class 16 contains 4362 members 
Mstep: Class 17 contains 15819 members 
Mstep: Class 18 contains 76030 members 
Mstep: Class 19 contains 8718 members 
Mstep: Class 20 contains 19528 members 
Mstep: Class 21 contains 23912 members 
Mstep: Class 22 contains 8438 members 
Mstep: Class 23 contains 2378 members 
Mstep: Class 24 contains 68488 members 
Mstep: Class 25 contains 15761 members 
Mstep: Class 26 contains 4188 members 
Mstep: Class 27 contains 61406 members 
Mstep: Class 28 contains 5639 members 
Mstep: Class 29 contains 6568 members 
Mstep: Class 30 contains 3185 members 
Mstep: Class 31 contains 75819 members 
Mstep: Class 32 contains 4710 members 
Mstep: Class 33 contains 7768 members 
Mstep: Class 34 contains 4066 members 
Mstep: Class 35 contains 555777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111981912.000000 Penalty: 123221.835938
Iteration 174Q: 36 clusters Score -1.119819e+08 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 119196 members 
Mstep: Class 2 contains 46001 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152172 members 
Mstep: Class 5 contains 8906 members 
Mstep: Class 6 contains 9969 members 
Mstep: Class 7 contains 32046 members 
Mstep: Class 8 contains 3196 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3380 members 
Mstep: Class 11 contains 8133 members 
Mstep: Class 12 contains 13148 members 
Mstep: Class 13 contains 64733 members 
Mstep: Class 14 contains 2422 members 
Mstep: Class 15 contains 23182 members 
Mstep: Class 16 contains 4366 members 
Mstep: Class 17 contains 15814 members 
Mstep: Class 18 contains 76023 members 
Mstep: Class 19 contains 8718 members 
Mstep: Class 20 contains 19560 members 
Mstep: Class 21 contains 23905 members 
Mstep: Class 22 contains 8438 members 
Mstep: Class 23 contains 2374 members 
Mstep: Class 24 contains 68487 members 
Mstep: Class 25 contains 15755 members 
Mstep: Class 26 contains 4185 members 
Mstep: Class 27 contains 61413 members 
Mstep: Class 28 contains 5638 members 
Mstep: Class 29 contains 6562 members 
Mstep: Class 30 contains 3185 members 
Mstep: Class 31 contains 75821 members 
Mstep: Class 32 contains 4744 members 
Mstep: Class 33 contains 7770 members 
Mstep: Class 34 contains 4063 members 
Mstep: Class 35 contains 555664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111981984.000000 Penalty: 123221.835938
Iteration 175Q: 36 clusters Score -1.11982e+08 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 119236 members 
Mstep: Class 2 contains 46015 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152173 members 
Mstep: Class 5 contains 8906 members 
Mstep: Class 6 contains 9964 members 
Mstep: Class 7 contains 32078 members 
Mstep: Class 8 contains 3196 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3380 members 
Mstep: Class 11 contains 8133 members 
Mstep: Class 12 contains 13158 members 
Mstep: Class 13 contains 64708 members 
Mstep: Class 14 contains 2421 members 
Mstep: Class 15 contains 23176 members 
Mstep: Class 16 contains 4371 members 
Mstep: Class 17 contains 15814 members 
Mstep: Class 18 contains 76013 members 
Mstep: Class 19 contains 8719 members 
Mstep: Class 20 contains 19591 members 
Mstep: Class 21 contains 23903 members 
Mstep: Class 22 contains 8438 members 
Mstep: Class 23 contains 2372 members 
Mstep: Class 24 contains 68489 members 
Mstep: Class 25 contains 15748 members 
Mstep: Class 26 contains 4184 members 
Mstep: Class 27 contains 61416 members 
Mstep: Class 28 contains 5635 members 
Mstep: Class 29 contains 6559 members 
Mstep: Class 30 contains 3185 members 
Mstep: Class 31 contains 75832 members 
Mstep: Class 32 contains 4775 members 
Mstep: Class 33 contains 7770 members 
Mstep: Class 34 contains 4060 members 
Mstep: Class 35 contains 555551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982056.000000 Penalty: 123221.835938
Iteration 176Q: 36 clusters Score -1.119821e+08 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 119280 members 
Mstep: Class 2 contains 46027 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152168 members 
Mstep: Class 5 contains 8905 members 
Mstep: Class 6 contains 9961 members 
Mstep: Class 7 contains 32105 members 
Mstep: Class 8 contains 3195 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3380 members 
Mstep: Class 11 contains 8133 members 
Mstep: Class 12 contains 13165 members 
Mstep: Class 13 contains 64689 members 
Mstep: Class 14 contains 2421 members 
Mstep: Class 15 contains 23178 members 
Mstep: Class 16 contains 4374 members 
Mstep: Class 17 contains 15814 members 
Mstep: Class 18 contains 76002 members 
Mstep: Class 19 contains 8720 members 
Mstep: Class 20 contains 19615 members 
Mstep: Class 21 contains 23901 members 
Mstep: Class 22 contains 8438 members 
Mstep: Class 23 contains 2373 members 
Mstep: Class 24 contains 68487 members 
Mstep: Class 25 contains 15739 members 
Mstep: Class 26 contains 4188 members 
Mstep: Class 27 contains 61425 members 
Mstep: Class 28 contains 5632 members 
Mstep: Class 29 contains 6554 members 
Mstep: Class 30 contains 3185 members 
Mstep: Class 31 contains 75835 members 
Mstep: Class 32 contains 4788 members 
Mstep: Class 33 contains 7770 members 
Mstep: Class 34 contains 4058 members 
Mstep: Class 35 contains 555464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982136.000000 Penalty: 123221.835938
Iteration 177Q: 36 clusters Score -1.119821e+08 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 119308 members 
Mstep: Class 2 contains 46035 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152168 members 
Mstep: Class 5 contains 8904 members 
Mstep: Class 6 contains 9959 members 
Mstep: Class 7 contains 32128 members 
Mstep: Class 8 contains 3199 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3380 members 
Mstep: Class 11 contains 8133 members 
Mstep: Class 12 contains 13172 members 
Mstep: Class 13 contains 64676 members 
Mstep: Class 14 contains 2421 members 
Mstep: Class 15 contains 23180 members 
Mstep: Class 16 contains 4374 members 
Mstep: Class 17 contains 15813 members 
Mstep: Class 18 contains 75993 members 
Mstep: Class 19 contains 8721 members 
Mstep: Class 20 contains 19637 members 
Mstep: Class 21 contains 23901 members 
Mstep: Class 22 contains 8438 members 
Mstep: Class 23 contains 2371 members 
Mstep: Class 24 contains 68484 members 
Mstep: Class 25 contains 15734 members 
Mstep: Class 26 contains 4188 members 
Mstep: Class 27 contains 61437 members 
Mstep: Class 28 contains 5631 members 
Mstep: Class 29 contains 6550 members 
Mstep: Class 30 contains 3185 members 
Mstep: Class 31 contains 75841 members 
Mstep: Class 32 contains 4795 members 
Mstep: Class 33 contains 7770 members 
Mstep: Class 34 contains 4057 members 
Mstep: Class 35 contains 555386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982104.000000 Penalty: 123221.835938
Iteration 178Q: 36 clusters Score -1.119821e+08 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 119331 members 
Mstep: Class 2 contains 46050 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152166 members 
Mstep: Class 5 contains 8905 members 
Mstep: Class 6 contains 9953 members 
Mstep: Class 7 contains 32147 members 
Mstep: Class 8 contains 3198 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3380 members 
Mstep: Class 11 contains 8133 members 
Mstep: Class 12 contains 13180 members 
Mstep: Class 13 contains 64669 members 
Mstep: Class 14 contains 2421 members 
Mstep: Class 15 contains 23176 members 
Mstep: Class 16 contains 4373 members 
Mstep: Class 17 contains 15810 members 
Mstep: Class 18 contains 75990 members 
Mstep: Class 19 contains 8721 members 
Mstep: Class 20 contains 19667 members 
Mstep: Class 21 contains 23907 members 
Mstep: Class 22 contains 8438 members 
Mstep: Class 23 contains 2369 members 
Mstep: Class 24 contains 68490 members 
Mstep: Class 25 contains 15732 members 
Mstep: Class 26 contains 4190 members 
Mstep: Class 27 contains 61428 members 
Mstep: Class 28 contains 5629 members 
Mstep: Class 29 contains 6546 members 
Mstep: Class 30 contains 3186 members 
Mstep: Class 31 contains 75844 members 
Mstep: Class 32 contains 4806 members 
Mstep: Class 33 contains 7770 members 
Mstep: Class 34 contains 4054 members 
Mstep: Class 35 contains 555310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982136.000000 Penalty: 123221.835938
Iteration 179Q: 36 clusters Score -1.119821e+08 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 119351 members 
Mstep: Class 2 contains 46070 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152165 members 
Mstep: Class 5 contains 8905 members 
Mstep: Class 6 contains 9950 members 
Mstep: Class 7 contains 32165 members 
Mstep: Class 8 contains 3200 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3381 members 
Mstep: Class 11 contains 8133 members 
Mstep: Class 12 contains 13189 members 
Mstep: Class 13 contains 64656 members 
Mstep: Class 14 contains 2421 members 
Mstep: Class 15 contains 23174 members 
Mstep: Class 16 contains 4368 members 
Mstep: Class 17 contains 15806 members 
Mstep: Class 18 contains 75985 members 
Mstep: Class 19 contains 8720 members 
Mstep: Class 20 contains 19694 members 
Mstep: Class 21 contains 23908 members 
Mstep: Class 22 contains 8438 members 
Mstep: Class 23 contains 2368 members 
Mstep: Class 24 contains 68491 members 
Mstep: Class 25 contains 15733 members 
Mstep: Class 26 contains 4191 members 
Mstep: Class 27 contains 61422 members 
Mstep: Class 28 contains 5630 members 
Mstep: Class 29 contains 6544 members 
Mstep: Class 30 contains 3190 members 
Mstep: Class 31 contains 75845 members 
Mstep: Class 32 contains 4812 members 
Mstep: Class 33 contains 7770 members 
Mstep: Class 34 contains 4052 members 
Mstep: Class 35 contains 555242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982072.000000 Penalty: 123221.835938
Iteration 180F: 36 clusters Score -1.119821e+08 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 119380 members 
Mstep: Class 2 contains 46087 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152164 members 
Mstep: Class 5 contains 8904 members 
Mstep: Class 6 contains 9943 members 
Mstep: Class 7 contains 32183 members 
Mstep: Class 8 contains 3199 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3381 members 
Mstep: Class 11 contains 8133 members 
Mstep: Class 12 contains 13197 members 
Mstep: Class 13 contains 64644 members 
Mstep: Class 14 contains 2421 members 
Mstep: Class 15 contains 23174 members 
Mstep: Class 16 contains 4366 members 
Mstep: Class 17 contains 15806 members 
Mstep: Class 18 contains 75981 members 
Mstep: Class 19 contains 8720 members 
Mstep: Class 20 contains 19726 members 
Mstep: Class 21 contains 23913 members 
Mstep: Class 22 contains 8438 members 
Mstep: Class 23 contains 2367 members 
Mstep: Class 24 contains 68496 members 
Mstep: Class 25 contains 15732 members 
Mstep: Class 26 contains 4198 members 
Mstep: Class 27 contains 61417 members 
Mstep: Class 28 contains 5630 members 
Mstep: Class 29 contains 6542 members 
Mstep: Class 30 contains 3192 members 
Mstep: Class 31 contains 75847 members 
Mstep: Class 32 contains 4812 members 
Mstep: Class 33 contains 7771 members 
Mstep: Class 34 contains 4053 members 
Mstep: Class 35 contains 555152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982160.000000 Penalty: 123221.835938
Iteration 181Q: 36 clusters Score -1.119822e+08 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 119401 members 
Mstep: Class 2 contains 46101 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152163 members 
Mstep: Class 5 contains 8903 members 
Mstep: Class 6 contains 9944 members 
Mstep: Class 7 contains 32194 members 
Mstep: Class 8 contains 3198 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3381 members 
Mstep: Class 11 contains 8133 members 
Mstep: Class 12 contains 13204 members 
Mstep: Class 13 contains 64633 members 
Mstep: Class 14 contains 2422 members 
Mstep: Class 15 contains 23169 members 
Mstep: Class 16 contains 4365 members 
Mstep: Class 17 contains 15807 members 
Mstep: Class 18 contains 75977 members 
Mstep: Class 19 contains 8721 members 
Mstep: Class 20 contains 19762 members 
Mstep: Class 21 contains 23923 members 
Mstep: Class 22 contains 8438 members 
Mstep: Class 23 contains 2367 members 
Mstep: Class 24 contains 68499 members 
Mstep: Class 25 contains 15732 members 
Mstep: Class 26 contains 4200 members 
Mstep: Class 27 contains 61407 members 
Mstep: Class 28 contains 5629 members 
Mstep: Class 29 contains 6540 members 
Mstep: Class 30 contains 3194 members 
Mstep: Class 31 contains 75850 members 
Mstep: Class 32 contains 4819 members 
Mstep: Class 33 contains 7771 members 
Mstep: Class 34 contains 4054 members 
Mstep: Class 35 contains 555068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982248.000000 Penalty: 123221.835938
Iteration 182Q: 36 clusters Score -1.119822e+08 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 119431 members 
Mstep: Class 2 contains 46120 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152161 members 
Mstep: Class 5 contains 8902 members 
Mstep: Class 6 contains 9943 members 
Mstep: Class 7 contains 32204 members 
Mstep: Class 8 contains 3199 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3381 members 
Mstep: Class 11 contains 8133 members 
Mstep: Class 12 contains 13205 members 
Mstep: Class 13 contains 64627 members 
Mstep: Class 14 contains 2422 members 
Mstep: Class 15 contains 23165 members 
Mstep: Class 16 contains 4366 members 
Mstep: Class 17 contains 15808 members 
Mstep: Class 18 contains 75969 members 
Mstep: Class 19 contains 8721 members 
Mstep: Class 20 contains 19788 members 
Mstep: Class 21 contains 23928 members 
Mstep: Class 22 contains 8438 members 
Mstep: Class 23 contains 2366 members 
Mstep: Class 24 contains 68504 members 
Mstep: Class 25 contains 15728 members 
Mstep: Class 26 contains 4205 members 
Mstep: Class 27 contains 61415 members 
Mstep: Class 28 contains 5630 members 
Mstep: Class 29 contains 6538 members 
Mstep: Class 30 contains 3194 members 
Mstep: Class 31 contains 75853 members 
Mstep: Class 32 contains 4827 members 
Mstep: Class 33 contains 7771 members 
Mstep: Class 34 contains 4050 members 
Mstep: Class 35 contains 554977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982184.000000 Penalty: 123221.835938
Iteration 183Q: 36 clusters Score -1.119822e+08 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 119447 members 
Mstep: Class 2 contains 46140 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152161 members 
Mstep: Class 5 contains 8902 members 
Mstep: Class 6 contains 9942 members 
Mstep: Class 7 contains 32211 members 
Mstep: Class 8 contains 3201 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3381 members 
Mstep: Class 11 contains 8133 members 
Mstep: Class 12 contains 13210 members 
Mstep: Class 13 contains 64619 members 
Mstep: Class 14 contains 2422 members 
Mstep: Class 15 contains 23159 members 
Mstep: Class 16 contains 4368 members 
Mstep: Class 17 contains 15808 members 
Mstep: Class 18 contains 75967 members 
Mstep: Class 19 contains 8721 members 
Mstep: Class 20 contains 19820 members 
Mstep: Class 21 contains 23939 members 
Mstep: Class 22 contains 8438 members 
Mstep: Class 23 contains 2365 members 
Mstep: Class 24 contains 68516 members 
Mstep: Class 25 contains 15724 members 
Mstep: Class 26 contains 4208 members 
Mstep: Class 27 contains 61410 members 
Mstep: Class 28 contains 5631 members 
Mstep: Class 29 contains 6535 members 
Mstep: Class 30 contains 3194 members 
Mstep: Class 31 contains 75858 members 
Mstep: Class 32 contains 4829 members 
Mstep: Class 33 contains 7771 members 
Mstep: Class 34 contains 4050 members 
Mstep: Class 35 contains 554889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982160.000000 Penalty: 123221.835938
Iteration 184Q: 36 clusters Score -1.119822e+08 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 119459 members 
Mstep: Class 2 contains 46165 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152164 members 
Mstep: Class 5 contains 8902 members 
Mstep: Class 6 contains 9938 members 
Mstep: Class 7 contains 32211 members 
Mstep: Class 8 contains 3202 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3381 members 
Mstep: Class 11 contains 8133 members 
Mstep: Class 12 contains 13214 members 
Mstep: Class 13 contains 64609 members 
Mstep: Class 14 contains 2422 members 
Mstep: Class 15 contains 23158 members 
Mstep: Class 16 contains 4368 members 
Mstep: Class 17 contains 15807 members 
Mstep: Class 18 contains 75966 members 
Mstep: Class 19 contains 8721 members 
Mstep: Class 20 contains 19857 members 
Mstep: Class 21 contains 23938 members 
Mstep: Class 22 contains 8438 members 
Mstep: Class 23 contains 2365 members 
Mstep: Class 24 contains 68523 members 
Mstep: Class 25 contains 15723 members 
Mstep: Class 26 contains 4208 members 
Mstep: Class 27 contains 61406 members 
Mstep: Class 28 contains 5632 members 
Mstep: Class 29 contains 6533 members 
Mstep: Class 30 contains 3194 members 
Mstep: Class 31 contains 75856 members 
Mstep: Class 32 contains 4829 members 
Mstep: Class 33 contains 7771 members 
Mstep: Class 34 contains 4051 members 
Mstep: Class 35 contains 554825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982344.000000 Penalty: 123221.835938
Iteration 185Q: 36 clusters Score -1.119823e+08 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 119480 members 
Mstep: Class 2 contains 46182 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152164 members 
Mstep: Class 5 contains 8901 members 
Mstep: Class 6 contains 9936 members 
Mstep: Class 7 contains 32216 members 
Mstep: Class 8 contains 3202 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3381 members 
Mstep: Class 11 contains 8133 members 
Mstep: Class 12 contains 13221 members 
Mstep: Class 13 contains 64596 members 
Mstep: Class 14 contains 2422 members 
Mstep: Class 15 contains 23160 members 
Mstep: Class 16 contains 4367 members 
Mstep: Class 17 contains 15806 members 
Mstep: Class 18 contains 75964 members 
Mstep: Class 19 contains 8721 members 
Mstep: Class 20 contains 19897 members 
Mstep: Class 21 contains 23938 members 
Mstep: Class 22 contains 8438 members 
Mstep: Class 23 contains 2365 members 
Mstep: Class 24 contains 68528 members 
Mstep: Class 25 contains 15722 members 
Mstep: Class 26 contains 4213 members 
Mstep: Class 27 contains 61405 members 
Mstep: Class 28 contains 5633 members 
Mstep: Class 29 contains 6533 members 
Mstep: Class 30 contains 3194 members 
Mstep: Class 31 contains 75856 members 
Mstep: Class 32 contains 4829 members 
Mstep: Class 33 contains 7771 members 
Mstep: Class 34 contains 4050 members 
Mstep: Class 35 contains 554745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982392.000000 Penalty: 123221.835938
Iteration 186Q: 36 clusters Score -1.119824e+08 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 119493 members 
Mstep: Class 2 contains 46201 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152160 members 
Mstep: Class 5 contains 8899 members 
Mstep: Class 6 contains 9932 members 
Mstep: Class 7 contains 32220 members 
Mstep: Class 8 contains 3202 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3381 members 
Mstep: Class 11 contains 8133 members 
Mstep: Class 12 contains 13229 members 
Mstep: Class 13 contains 64586 members 
Mstep: Class 14 contains 2422 members 
Mstep: Class 15 contains 23160 members 
Mstep: Class 16 contains 4365 members 
Mstep: Class 17 contains 15806 members 
Mstep: Class 18 contains 75966 members 
Mstep: Class 19 contains 8721 members 
Mstep: Class 20 contains 19941 members 
Mstep: Class 21 contains 23938 members 
Mstep: Class 22 contains 8438 members 
Mstep: Class 23 contains 2366 members 
Mstep: Class 24 contains 68533 members 
Mstep: Class 25 contains 15719 members 
Mstep: Class 26 contains 4221 members 
Mstep: Class 27 contains 61400 members 
Mstep: Class 28 contains 5633 members 
Mstep: Class 29 contains 6533 members 
Mstep: Class 30 contains 3194 members 
Mstep: Class 31 contains 75857 members 
Mstep: Class 32 contains 4829 members 
Mstep: Class 33 contains 7771 members 
Mstep: Class 34 contains 4049 members 
Mstep: Class 35 contains 554671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982352.000000 Penalty: 123221.835938
Iteration 187Q: 36 clusters Score -1.119824e+08 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 119514 members 
Mstep: Class 2 contains 46222 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152158 members 
Mstep: Class 5 contains 8899 members 
Mstep: Class 6 contains 9929 members 
Mstep: Class 7 contains 32226 members 
Mstep: Class 8 contains 3202 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3381 members 
Mstep: Class 11 contains 8133 members 
Mstep: Class 12 contains 13237 members 
Mstep: Class 13 contains 64574 members 
Mstep: Class 14 contains 2423 members 
Mstep: Class 15 contains 23162 members 
Mstep: Class 16 contains 4363 members 
Mstep: Class 17 contains 15807 members 
Mstep: Class 18 contains 75964 members 
Mstep: Class 19 contains 8721 members 
Mstep: Class 20 contains 19975 members 
Mstep: Class 21 contains 23935 members 
Mstep: Class 22 contains 8438 members 
Mstep: Class 23 contains 2365 members 
Mstep: Class 24 contains 68536 members 
Mstep: Class 25 contains 15716 members 
Mstep: Class 26 contains 4223 members 
Mstep: Class 27 contains 61393 members 
Mstep: Class 28 contains 5633 members 
Mstep: Class 29 contains 6533 members 
Mstep: Class 30 contains 3194 members 
Mstep: Class 31 contains 75860 members 
Mstep: Class 32 contains 4830 members 
Mstep: Class 33 contains 7772 members 
Mstep: Class 34 contains 4049 members 
Mstep: Class 35 contains 554602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982368.000000 Penalty: 123221.835938
Iteration 188Q: 36 clusters Score -1.119824e+08 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 119522 members 
Mstep: Class 2 contains 46248 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152160 members 
Mstep: Class 5 contains 8899 members 
Mstep: Class 6 contains 9926 members 
Mstep: Class 7 contains 32227 members 
Mstep: Class 8 contains 3202 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3381 members 
Mstep: Class 11 contains 8133 members 
Mstep: Class 12 contains 13243 members 
Mstep: Class 13 contains 64562 members 
Mstep: Class 14 contains 2423 members 
Mstep: Class 15 contains 23164 members 
Mstep: Class 16 contains 4359 members 
Mstep: Class 17 contains 15807 members 
Mstep: Class 18 contains 75962 members 
Mstep: Class 19 contains 8722 members 
Mstep: Class 20 contains 20015 members 
Mstep: Class 21 contains 23938 members 
Mstep: Class 22 contains 8438 members 
Mstep: Class 23 contains 2364 members 
Mstep: Class 24 contains 68543 members 
Mstep: Class 25 contains 15716 members 
Mstep: Class 26 contains 4224 members 
Mstep: Class 27 contains 61392 members 
Mstep: Class 28 contains 5633 members 
Mstep: Class 29 contains 6532 members 
Mstep: Class 30 contains 3193 members 
Mstep: Class 31 contains 75861 members 
Mstep: Class 32 contains 4832 members 
Mstep: Class 33 contains 7773 members 
Mstep: Class 34 contains 4048 members 
Mstep: Class 35 contains 554527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982552.000000 Penalty: 123221.835938
Iteration 189Q: 36 clusters Score -1.119826e+08 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 119520 members 
Mstep: Class 2 contains 46273 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152157 members 
Mstep: Class 5 contains 8899 members 
Mstep: Class 6 contains 9925 members 
Mstep: Class 7 contains 32237 members 
Mstep: Class 8 contains 3201 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3381 members 
Mstep: Class 11 contains 8133 members 
Mstep: Class 12 contains 13245 members 
Mstep: Class 13 contains 64551 members 
Mstep: Class 14 contains 2423 members 
Mstep: Class 15 contains 23167 members 
Mstep: Class 16 contains 4358 members 
Mstep: Class 17 contains 15808 members 
Mstep: Class 18 contains 75961 members 
Mstep: Class 19 contains 8722 members 
Mstep: Class 20 contains 20060 members 
Mstep: Class 21 contains 23942 members 
Mstep: Class 22 contains 8438 members 
Mstep: Class 23 contains 2365 members 
Mstep: Class 24 contains 68546 members 
Mstep: Class 25 contains 15715 members 
Mstep: Class 26 contains 4226 members 
Mstep: Class 27 contains 61392 members 
Mstep: Class 28 contains 5634 members 
Mstep: Class 29 contains 6532 members 
Mstep: Class 30 contains 3193 members 
Mstep: Class 31 contains 75861 members 
Mstep: Class 32 contains 4832 members 
Mstep: Class 33 contains 7773 members 
Mstep: Class 34 contains 4047 members 
Mstep: Class 35 contains 554452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982512.000000 Penalty: 123221.835938
Iteration 190Q: 36 clusters Score -1.119825e+08 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 119533 members 
Mstep: Class 2 contains 46296 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152153 members 
Mstep: Class 5 contains 8900 members 
Mstep: Class 6 contains 9924 members 
Mstep: Class 7 contains 32234 members 
Mstep: Class 8 contains 3201 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3381 members 
Mstep: Class 11 contains 8133 members 
Mstep: Class 12 contains 13243 members 
Mstep: Class 13 contains 64539 members 
Mstep: Class 14 contains 2423 members 
Mstep: Class 15 contains 23170 members 
Mstep: Class 16 contains 4354 members 
Mstep: Class 17 contains 15808 members 
Mstep: Class 18 contains 75960 members 
Mstep: Class 19 contains 8722 members 
Mstep: Class 20 contains 20101 members 
Mstep: Class 21 contains 23944 members 
Mstep: Class 22 contains 8438 members 
Mstep: Class 23 contains 2366 members 
Mstep: Class 24 contains 68549 members 
Mstep: Class 25 contains 15715 members 
Mstep: Class 26 contains 4227 members 
Mstep: Class 27 contains 61392 members 
Mstep: Class 28 contains 5636 members 
Mstep: Class 29 contains 6531 members 
Mstep: Class 30 contains 3193 members 
Mstep: Class 31 contains 75864 members 
Mstep: Class 32 contains 4833 members 
Mstep: Class 33 contains 7773 members 
Mstep: Class 34 contains 4047 members 
Mstep: Class 35 contains 554386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982440.000000 Penalty: 123221.835938
Iteration 191Q: 36 clusters Score -1.119824e+08 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 119541 members 
Mstep: Class 2 contains 46315 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152154 members 
Mstep: Class 5 contains 8902 members 
Mstep: Class 6 contains 9924 members 
Mstep: Class 7 contains 32239 members 
Mstep: Class 8 contains 3202 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3381 members 
Mstep: Class 11 contains 8133 members 
Mstep: Class 12 contains 13247 members 
Mstep: Class 13 contains 64531 members 
Mstep: Class 14 contains 2421 members 
Mstep: Class 15 contains 23173 members 
Mstep: Class 16 contains 4349 members 
Mstep: Class 17 contains 15806 members 
Mstep: Class 18 contains 75959 members 
Mstep: Class 19 contains 8722 members 
Mstep: Class 20 contains 20145 members 
Mstep: Class 21 contains 23941 members 
Mstep: Class 22 contains 8438 members 
Mstep: Class 23 contains 2365 members 
Mstep: Class 24 contains 68549 members 
Mstep: Class 25 contains 15714 members 
Mstep: Class 26 contains 4236 members 
Mstep: Class 27 contains 61384 members 
Mstep: Class 28 contains 5633 members 
Mstep: Class 29 contains 6528 members 
Mstep: Class 30 contains 3193 members 
Mstep: Class 31 contains 75866 members 
Mstep: Class 32 contains 4836 members 
Mstep: Class 33 contains 7773 members 
Mstep: Class 34 contains 4048 members 
Mstep: Class 35 contains 554321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982304.000000 Penalty: 123221.835938
Iteration 192Q: 36 clusters Score -1.119823e+08 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 119545 members 
Mstep: Class 2 contains 46336 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152151 members 
Mstep: Class 5 contains 8903 members 
Mstep: Class 6 contains 9924 members 
Mstep: Class 7 contains 32245 members 
Mstep: Class 8 contains 3204 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3381 members 
Mstep: Class 11 contains 8133 members 
Mstep: Class 12 contains 13252 members 
Mstep: Class 13 contains 64525 members 
Mstep: Class 14 contains 2419 members 
Mstep: Class 15 contains 23176 members 
Mstep: Class 16 contains 4344 members 
Mstep: Class 17 contains 15804 members 
Mstep: Class 18 contains 75958 members 
Mstep: Class 19 contains 8722 members 
Mstep: Class 20 contains 20177 members 
Mstep: Class 21 contains 23943 members 
Mstep: Class 22 contains 8438 members 
Mstep: Class 23 contains 2365 members 
Mstep: Class 24 contains 68554 members 
Mstep: Class 25 contains 15713 members 
Mstep: Class 26 contains 4248 members 
Mstep: Class 27 contains 61380 members 
Mstep: Class 28 contains 5631 members 
Mstep: Class 29 contains 6525 members 
Mstep: Class 30 contains 3193 members 
Mstep: Class 31 contains 75869 members 
Mstep: Class 32 contains 4837 members 
Mstep: Class 33 contains 7773 members 
Mstep: Class 34 contains 4047 members 
Mstep: Class 35 contains 554254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982512.000000 Penalty: 123221.835938
Iteration 193Q: 36 clusters Score -1.119825e+08 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 119561 members 
Mstep: Class 2 contains 46346 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152153 members 
Mstep: Class 5 contains 8902 members 
Mstep: Class 6 contains 9924 members 
Mstep: Class 7 contains 32248 members 
Mstep: Class 8 contains 3205 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3381 members 
Mstep: Class 11 contains 8133 members 
Mstep: Class 12 contains 13258 members 
Mstep: Class 13 contains 64514 members 
Mstep: Class 14 contains 2417 members 
Mstep: Class 15 contains 23177 members 
Mstep: Class 16 contains 4345 members 
Mstep: Class 17 contains 15801 members 
Mstep: Class 18 contains 75960 members 
Mstep: Class 19 contains 8722 members 
Mstep: Class 20 contains 20210 members 
Mstep: Class 21 contains 23946 members 
Mstep: Class 22 contains 8438 members 
Mstep: Class 23 contains 2365 members 
Mstep: Class 24 contains 68557 members 
Mstep: Class 25 contains 15711 members 
Mstep: Class 26 contains 4258 members 
Mstep: Class 27 contains 61373 members 
Mstep: Class 28 contains 5631 members 
Mstep: Class 29 contains 6523 members 
Mstep: Class 30 contains 3193 members 
Mstep: Class 31 contains 75870 members 
Mstep: Class 32 contains 4838 members 
Mstep: Class 33 contains 7773 members 
Mstep: Class 34 contains 4047 members 
Mstep: Class 35 contains 554189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982424.000000 Penalty: 123221.835938
Iteration 194Q: 36 clusters Score -1.119824e+08 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 119572 members 
Mstep: Class 2 contains 46358 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152156 members 
Mstep: Class 5 contains 8902 members 
Mstep: Class 6 contains 9923 members 
Mstep: Class 7 contains 32255 members 
Mstep: Class 8 contains 3206 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3381 members 
Mstep: Class 11 contains 8133 members 
Mstep: Class 12 contains 13261 members 
Mstep: Class 13 contains 64512 members 
Mstep: Class 14 contains 2415 members 
Mstep: Class 15 contains 23179 members 
Mstep: Class 16 contains 4341 members 
Mstep: Class 17 contains 15801 members 
Mstep: Class 18 contains 75960 members 
Mstep: Class 19 contains 8722 members 
Mstep: Class 20 contains 20244 members 
Mstep: Class 21 contains 23942 members 
Mstep: Class 22 contains 8438 members 
Mstep: Class 23 contains 2365 members 
Mstep: Class 24 contains 68563 members 
Mstep: Class 25 contains 15709 members 
Mstep: Class 26 contains 4271 members 
Mstep: Class 27 contains 61368 members 
Mstep: Class 28 contains 5630 members 
Mstep: Class 29 contains 6519 members 
Mstep: Class 30 contains 3192 members 
Mstep: Class 31 contains 75877 members 
Mstep: Class 32 contains 4839 members 
Mstep: Class 33 contains 7773 members 
Mstep: Class 34 contains 4047 members 
Mstep: Class 35 contains 554115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982448.000000 Penalty: 123221.835938
Iteration 195Q: 36 clusters Score -1.119824e+08 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 119586 members 
Mstep: Class 2 contains 46366 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152157 members 
Mstep: Class 5 contains 8902 members 
Mstep: Class 6 contains 9921 members 
Mstep: Class 7 contains 32258 members 
Mstep: Class 8 contains 3206 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3381 members 
Mstep: Class 11 contains 8133 members 
Mstep: Class 12 contains 13262 members 
Mstep: Class 13 contains 64510 members 
Mstep: Class 14 contains 2416 members 
Mstep: Class 15 contains 23184 members 
Mstep: Class 16 contains 4336 members 
Mstep: Class 17 contains 15801 members 
Mstep: Class 18 contains 75961 members 
Mstep: Class 19 contains 8721 members 
Mstep: Class 20 contains 20278 members 
Mstep: Class 21 contains 23937 members 
Mstep: Class 22 contains 8438 members 
Mstep: Class 23 contains 2365 members 
Mstep: Class 24 contains 68563 members 
Mstep: Class 25 contains 15708 members 
Mstep: Class 26 contains 4292 members 
Mstep: Class 27 contains 61364 members 
Mstep: Class 28 contains 5629 members 
Mstep: Class 29 contains 6515 members 
Mstep: Class 30 contains 3192 members 
Mstep: Class 31 contains 75881 members 
Mstep: Class 32 contains 4840 members 
Mstep: Class 33 contains 7773 members 
Mstep: Class 34 contains 4045 members 
Mstep: Class 35 contains 554048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982400.000000 Penalty: 123221.835938
Iteration 196Q: 36 clusters Score -1.119824e+08 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 119611 members 
Mstep: Class 2 contains 46373 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152155 members 
Mstep: Class 5 contains 8902 members 
Mstep: Class 6 contains 9918 members 
Mstep: Class 7 contains 32264 members 
Mstep: Class 8 contains 3207 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3381 members 
Mstep: Class 11 contains 8133 members 
Mstep: Class 12 contains 13264 members 
Mstep: Class 13 contains 64511 members 
Mstep: Class 14 contains 2416 members 
Mstep: Class 15 contains 23183 members 
Mstep: Class 16 contains 4327 members 
Mstep: Class 17 contains 15800 members 
Mstep: Class 18 contains 75960 members 
Mstep: Class 19 contains 8720 members 
Mstep: Class 20 contains 20311 members 
Mstep: Class 21 contains 23936 members 
Mstep: Class 22 contains 8438 members 
Mstep: Class 23 contains 2364 members 
Mstep: Class 24 contains 68562 members 
Mstep: Class 25 contains 15707 members 
Mstep: Class 26 contains 4307 members 
Mstep: Class 27 contains 61363 members 
Mstep: Class 28 contains 5632 members 
Mstep: Class 29 contains 6510 members 
Mstep: Class 30 contains 3192 members 
Mstep: Class 31 contains 75882 members 
Mstep: Class 32 contains 4842 members 
Mstep: Class 33 contains 7775 members 
Mstep: Class 34 contains 4042 members 
Mstep: Class 35 contains 553981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982384.000000 Penalty: 123221.835938
Iteration 197Q: 36 clusters Score -1.119824e+08 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 119633 members 
Mstep: Class 2 contains 46376 members 
Mstep: Class 3 contains 1252 members 
Mstep: Class 4 contains 152149 members 
Mstep: Class 5 contains 8902 members 
Mstep: Class 6 contains 9914 members 
Mstep: Class 7 contains 32270 members 
Mstep: Class 8 contains 3207 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3381 members 
Mstep: Class 11 contains 8133 members 
Mstep: Class 12 contains 13267 members 
Mstep: Class 13 contains 64509 members 
Mstep: Class 14 contains 2415 members 
Mstep: Class 15 contains 23188 members 
Mstep: Class 16 contains 4331 members 
Mstep: Class 17 contains 15801 members 
Mstep: Class 18 contains 75960 members 
Mstep: Class 19 contains 8720 members 
Mstep: Class 20 contains 20350 members 
Mstep: Class 21 contains 23930 members 
Mstep: Class 22 contains 8438 members 
Mstep: Class 23 contains 2363 members 
Mstep: Class 24 contains 68565 members 
Mstep: Class 25 contains 15703 members 
Mstep: Class 26 contains 4321 members 
Mstep: Class 27 contains 61359 members 
Mstep: Class 28 contains 5633 members 
Mstep: Class 29 contains 6505 members 
Mstep: Class 30 contains 3192 members 
Mstep: Class 31 contains 75884 members 
Mstep: Class 32 contains 4843 members 
Mstep: Class 33 contains 7775 members 
Mstep: Class 34 contains 4044 members 
Mstep: Class 35 contains 553909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982416.000000 Penalty: 123221.835938
Iteration 198Q: 36 clusters Score -1.119824e+08 nChanged 189
Entering ConstructFrom: 
Score: -111982416.000000 Penalty: 123221.835938
Entering ConstructFrom: 
Trying to split cluster 1 (119640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119640 members 
Entering Unmasked Estep 
Score: -9553059.000000 Penalty: 2899.676270
	Iteration 0F: 2 clusters Score -9553059 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59589 members 
Mstep: Class 2 contains 60051 members 
Entering Unmasked Estep 
Score: -9473216.000000 Penalty: 5799.352539
	Iteration 0F: 3 clusters Score -9473216 nChanged 56718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56047 members 
Mstep: Class 2 contains 63593 members 
Entering Unmasked Estep 
Score: -9505622.000000 Penalty: 5799.352539
	Iteration 1F: 3 clusters Score -9505622 nChanged 4188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53537 members 
Mstep: Class 2 contains 66103 members 
Entering Unmasked Estep 
Score: -9506860.000000 Penalty: 5799.352539
	Iteration 2Q: 3 clusters Score -9506860 nChanged 4982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49703 members 
Mstep: Class 2 contains 69937 members 
Entering Unmasked Estep 
Score: -9508743.000000 Penalty: 5799.352539
	Iteration 3Q: 3 clusters Score -9508743 nChanged 6278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44079 members 
Mstep: Class 2 contains 75561 members 
Entering Unmasked Estep 
Score: -9511825.000000 Penalty: 5799.352539
	Iteration 4F: 3 clusters Score -9511825 nChanged 8098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36335 members 
Mstep: Class 2 contains 83305 members 
Entering Unmasked Estep 
Score: -9516960.000000 Penalty: 5799.352539
	Iteration 5F: 3 clusters Score -9516960 nChanged 9889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26562 members 
Mstep: Class 2 contains 93078 members 
Entering Unmasked Estep 
Score: -9525022.000000 Penalty: 5799.352539
	Iteration 6F: 3 clusters Score -9525022 nChanged 10407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 103429 members 
Entering Unmasked Estep 
Score: -9534973.000000 Penalty: 5799.352539
	Iteration 7F: 3 clusters Score -9534973 nChanged 8324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 111733 members 
Entering Unmasked Estep 
Score: -9543186.000000 Penalty: 5799.352539
	Iteration 8F: 3 clusters Score -9543186 nChanged 4697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 116422 members 
Entering Unmasked Estep 
Score: -9547689.000000 Penalty: 5799.352539
	Iteration 9Q: 3 clusters Score -9547689 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 118342 members 
Entering Unmasked Estep 
Score: -9549431.000000 Penalty: 5799.352539
	Iteration 10Q: 3 clusters Score -9549431 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 119014 members 
Entering Unmasked Estep 
Score: -9550046.000000 Penalty: 5799.352539
	Iteration 11Q: 3 clusters Score -9550046 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 119223 members 
Entering Unmasked Estep 
Score: -9550308.000000 Penalty: 5799.352539
	Iteration 12Q: 3 clusters Score -9550308 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 119296 members 
Entering Unmasked Estep 
Score: -9550415.000000 Penalty: 5799.352539
	Iteration 13Q: 3 clusters Score -9550415 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 119327 members 
Entering Unmasked Estep 
Score: -9550474.000000 Penalty: 5799.352539
	Iteration 14Q: 3 clusters Score -9550474 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 119344 members 
Entering Unmasked Estep 
Score: -9550512.000000 Penalty: 5799.352539
	Iteration 15Q: 3 clusters Score -9550512 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 119349 members 
Entering Unmasked Estep 
Score: -9550525.000000 Penalty: 5799.352539
	Iteration 16Q: 3 clusters Score -9550525 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 119356 members 
Entering Unmasked Estep 
Score: -9550533.000000 Penalty: 5799.352539
	Iteration 17Q: 3 clusters Score -9550533 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 119357 members 
Entering Unmasked Estep 
Score: -9550534.000000 Penalty: 5799.352539
	Iteration 18Q: 3 clusters Score -9550534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 119361 members 
Entering Unmasked Estep 
Score: -9550552.000000 Penalty: 5799.352539
	Iteration 19Q: 3 clusters Score -9550552 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 119370 members 
Entering Unmasked Estep 
Score: -9550568.000000 Penalty: 5799.352539
	Iteration 20F: 3 clusters Score -9550568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 119371 members 
Entering Unmasked Estep 
Score: -9550576.000000 Penalty: 5799.352539
	Iteration 21Q: 3 clusters Score -9550576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 119372 members 
Entering Unmasked Estep 
Score: -9550585.000000 Penalty: 5799.352539
	Iteration 22Q: 3 clusters Score -9550585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 119374 members 
Entering Unmasked Estep 
Score: -9550582.000000 Penalty: 5799.352539
	Iteration 23Q: 3 clusters Score -9550582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 119375 members 
Entering Unmasked Estep 
Score: -9550585.000000 Penalty: 5799.352539
	Iteration 24Q: 3 clusters Score -9550585 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 119376 members 
Entering Unmasked Estep 
Score: -9550588.000000 Penalty: 5799.352539
	Iteration 25Q: 3 clusters Score -9550588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 119377 members 
Entering Unmasked Estep 
Score: -9550594.000000 Penalty: 5799.352539
	Iteration 26Q: 3 clusters Score -9550594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 119377 members 
Entering Unmasked Estep 
Score: -9550586.000000 Penalty: 5799.352539
	Iteration 27Q: 3 clusters Score -9550586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 119377 members 
Entering Unmasked Estep 
Score: -9550586.000000 Penalty: 5799.352539
	Iteration 28F: 3 clusters Score -9550586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (46383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46383 members 
Entering Unmasked Estep 
Score: -3624578.500000 Penalty: 2664.682617
	Iteration 0F: 2 clusters Score -3624578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22912 members 
Mstep: Class 2 contains 23471 members 
Entering Unmasked Estep 
Score: -3593220.000000 Penalty: 5329.365234
	Iteration 0F: 3 clusters Score -3593220 nChanged 21329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20851 members 
Mstep: Class 2 contains 25532 members 
Entering Unmasked Estep 
Score: -3605979.500000 Penalty: 5329.365234
	Iteration 1F: 3 clusters Score -3605980 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19551 members 
Mstep: Class 2 contains 26832 members 
Entering Unmasked Estep 
Score: -3607849.000000 Penalty: 5329.365234
	Iteration 2F: 3 clusters Score -3607849 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17979 members 
Mstep: Class 2 contains 28404 members 
Entering Unmasked Estep 
Score: -3610769.000000 Penalty: 5329.365234
	Iteration 3F: 3 clusters Score -3610769 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16596 members 
Mstep: Class 2 contains 29787 members 
Entering Unmasked Estep 
Score: -3614437.250000 Penalty: 5329.365234
	Iteration 4F: 3 clusters Score -3614437 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15782 members 
Mstep: Class 2 contains 30601 members 
Entering Unmasked Estep 
Score: -3617817.250000 Penalty: 5329.365234
	Iteration 5F: 3 clusters Score -3617817 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 30865 members 
Entering Unmasked Estep 
Score: -3620372.500000 Penalty: 5329.365234
	Iteration 6F: 3 clusters Score -3620372 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 30871 members 
Entering Unmasked Estep 
Score: -3621797.000000 Penalty: 5329.365234
	Iteration 7F: 3 clusters Score -3621797 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 30911 members 
Entering Unmasked Estep 
Score: -3622478.250000 Penalty: 5329.365234
	Iteration 8Q: 3 clusters Score -3622478 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15359 members 
Mstep: Class 2 contains 31024 members 
Entering Unmasked Estep 
Score: -3622912.750000 Penalty: 5329.365234
	Iteration 9Q: 3 clusters Score -3622913 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 31215 members 
Entering Unmasked Estep 
Score: -3623245.000000 Penalty: 5329.365234
	Iteration 10Q: 3 clusters Score -3623245 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 31403 members 
Entering Unmasked Estep 
Score: -3623494.500000 Penalty: 5329.365234
	Iteration 11Q: 3 clusters Score -3623494 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 31553 members 
Entering Unmasked Estep 
Score: -3623680.000000 Penalty: 5329.365234
	Iteration 12Q: 3 clusters Score -3623680 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 31725 members 
Entering Unmasked Estep 
Score: -3623898.500000 Penalty: 5329.365234
	Iteration 13Q: 3 clusters Score -3623898 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 31916 members 
Entering Unmasked Estep 
Score: -3624058.000000 Penalty: 5329.365234
	Iteration 14Q: 3 clusters Score -3624058 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 32077 members 
Entering Unmasked Estep 
Score: -3624175.000000 Penalty: 5329.365234
	Iteration 15Q: 3 clusters Score -3624175 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 32202 members 
Entering Unmasked Estep 
Score: -3624252.750000 Penalty: 5329.365234
	Iteration 16Q: 3 clusters Score -3624253 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 32317 members 
Entering Unmasked Estep 
Score: -3624316.750000 Penalty: 5329.365234
	Iteration 17Q: 3 clusters Score -3624317 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 32444 members 
Entering Unmasked Estep 
Score: -3624375.500000 Penalty: 5329.365234
	Iteration 18Q: 3 clusters Score -3624376 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 32556 members 
Entering Unmasked Estep 
Score: -3624443.750000 Penalty: 5329.365234
	Iteration 19Q: 3 clusters Score -3624444 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 32683 members 
Entering Unmasked Estep 
Score: -3624494.000000 Penalty: 5329.365234
	Iteration 20F: 3 clusters Score -3624494 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 32789 members 
Entering Unmasked Estep 
Score: -3624516.000000 Penalty: 5329.365234
	Iteration 21Q: 3 clusters Score -3624516 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 32876 members 
Entering Unmasked Estep 
Score: -3624548.500000 Penalty: 5329.365234
	Iteration 22Q: 3 clusters Score -3624548 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 32957 members 
Entering Unmasked Estep 
Score: -3624557.500000 Penalty: 5329.365234
	Iteration 23Q: 3 clusters Score -3624558 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 33026 members 
Entering Unmasked Estep 
Score: -3624577.000000 Penalty: 5329.365234
	Iteration 24Q: 3 clusters Score -3624577 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 33084 members 
Entering Unmasked Estep 
Score: -3624588.500000 Penalty: 5329.365234
	Iteration 25Q: 3 clusters Score -3624588 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 33152 members 
Entering Unmasked Estep 
Score: -3624599.000000 Penalty: 5329.365234
	Iteration 26Q: 3 clusters Score -3624599 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 33195 members 
Entering Unmasked Estep 
Score: -3624601.000000 Penalty: 5329.365234
	Iteration 27Q: 3 clusters Score -3624601 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 33230 members 
Entering Unmasked Estep 
Score: -3624597.500000 Penalty: 5329.365234
	Iteration 28Q: 3 clusters Score -3624598 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 33252 members 
Entering Unmasked Estep 
Score: -3624594.750000 Penalty: 5329.365234
	Iteration 29Q: 3 clusters Score -3624595 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 33284 members 
Entering Unmasked Estep 
Score: -3624597.500000 Penalty: 5329.365234
	Iteration 30Q: 3 clusters Score -3624598 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 33315 members 
Entering Unmasked Estep 
Score: -3624594.750000 Penalty: 5329.365234
	Iteration 31Q: 3 clusters Score -3624595 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 33340 members 
Entering Unmasked Estep 
Score: -3624596.500000 Penalty: 5329.365234
	Iteration 32Q: 3 clusters Score -3624596 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 33350 members 
Entering Unmasked Estep 
Score: -3624599.750000 Penalty: 5329.365234
	Iteration 33Q: 3 clusters Score -3624600 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 33357 members 
Entering Unmasked Estep 
Score: -3624606.500000 Penalty: 5329.365234
	Iteration 34Q: 3 clusters Score -3624606 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 33357 members 
Entering Unmasked Estep 
Score: -3624611.500000 Penalty: 5329.365234
	Iteration 35Q: 3 clusters Score -3624612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 33358 members 
Entering Unmasked Estep 
Score: -3624614.250000 Penalty: 5329.365234
	Iteration 36Q: 3 clusters Score -3624614 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 33362 members 
Entering Unmasked Estep 
Score: -3624612.250000 Penalty: 5329.365234
	Iteration 37Q: 3 clusters Score -3624612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 33362 members 
Entering Unmasked Estep 
Score: -3624611.750000 Penalty: 5329.365234
	Iteration 38Q: 3 clusters Score -3624612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 33359 members 
Entering Unmasked Estep 
Score: -3624607.500000 Penalty: 5329.365234
	Iteration 39Q: 3 clusters Score -3624608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 33361 members 
Entering Unmasked Estep 
Score: -3624611.750000 Penalty: 5329.365234
	Iteration 40F: 3 clusters Score -3624612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 33362 members 
Entering Unmasked Estep 
Score: -3624609.750000 Penalty: 5329.365234
	Iteration 41Q: 3 clusters Score -3624610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 33364 members 
Entering Unmasked Estep 
Score: -3624614.500000 Penalty: 5329.365234
	Iteration 42Q: 3 clusters Score -3624614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 33363 members 
Entering Unmasked Estep 
Score: -3624615.750000 Penalty: 5329.365234
	Iteration 43Q: 3 clusters Score -3624616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 33363 members 
Entering Unmasked Estep 
Score: -3624615.750000 Penalty: 5329.365234
	Iteration 44F: 3 clusters Score -3624616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 119640 members 
Mstep: Class 2 contains 13020 members 
Mstep: Class 3 contains 1252 members 
Mstep: Class 4 contains 152145 members 
Mstep: Class 5 contains 8902 members 
Mstep: Class 6 contains 9914 members 
Mstep: Class 7 contains 32276 members 
Mstep: Class 8 contains 3207 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3381 members 
Mstep: Class 11 contains 8133 members 
Mstep: Class 12 contains 13270 members 
Mstep: Class 13 contains 64509 members 
Mstep: Class 14 contains 2414 members 
Mstep: Class 15 contains 23196 members 
Mstep: Class 16 contains 4333 members 
Mstep: Class 17 contains 15801 members 
Mstep: Class 18 contains 75960 members 
Mstep: Class 19 contains 8720 members 
Mstep: Class 20 contains 20389 members 
Mstep: Class 21 contains 23919 members 
Mstep: Class 22 contains 8438 members 
Mstep: Class 23 contains 2361 members 
Mstep: Class 24 contains 68564 members 
Mstep: Class 25 contains 15701 members 
Mstep: Class 26 contains 4341 members 
Mstep: Class 27 contains 61364 members 
Mstep: Class 28 contains 5634 members 
Mstep: Class 29 contains 6501 members 
Mstep: Class 30 contains 3192 members 
Mstep: Class 31 contains 75886 members 
Mstep: Class 32 contains 4847 members 
Mstep: Class 33 contains 7775 members 
Mstep: Class 34 contains 4046 members 
Mstep: Class 35 contains 553828 members 
Mstep: Class 36 contains 33363 members 
Entering Unmasked Estep 
Score: -111981712.000000 Penalty: 126742.460938
Splitting cluster 2 changes total score from -111982416.000000 to -111981712.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (1252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Entering Unmasked Estep 
Score: -85036.335938 Penalty: 1768.859497
	Iteration 0F: 2 clusters Score -85036.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -82945.859375 Penalty: 3537.718994
	Iteration 0F: 3 clusters Score -82945.86 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -83287.945312 Penalty: 3537.718994
	Iteration 1F: 3 clusters Score -83287.95 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -83397.414062 Penalty: 3537.718994
	Iteration 2F: 3 clusters Score -83397.41 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -83470.039062 Penalty: 3537.718994
	Iteration 3Q: 3 clusters Score -83470.04 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -83506.937500 Penalty: 3537.718994
	Iteration 4Q: 3 clusters Score -83506.94 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -83526.085938 Penalty: 3537.718994
	Iteration 5Q: 3 clusters Score -83526.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -83539.554688 Penalty: 3537.718994
	Iteration 6Q: 3 clusters Score -83539.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -83546.640625 Penalty: 3537.718994
	Iteration 7Q: 3 clusters Score -83546.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -83552.375000 Penalty: 3537.718994
	Iteration 8Q: 3 clusters Score -83552.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -83553.632812 Penalty: 3537.718994
	Iteration 9Q: 3 clusters Score -83553.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -83554.140625 Penalty: 3537.718994
	Iteration 10Q: 3 clusters Score -83554.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -83554.140625 Penalty: 3537.718994
	Iteration 11F: 3 clusters Score -83554.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (152145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152145 members 
Entering Unmasked Estep 
Score: -12195556.000000 Penalty: 2959.282227
	Iteration 0F: 2 clusters Score -1.219556e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76285 members 
Mstep: Class 2 contains 75860 members 
Entering Unmasked Estep 
Score: -12093380.000000 Penalty: 5918.564453
	Iteration 0F: 3 clusters Score -1.209338e+07 nChanged 72827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79640 members 
Mstep: Class 2 contains 72505 members 
Entering Unmasked Estep 
Score: -12135319.000000 Penalty: 5918.564453
	Iteration 1F: 3 clusters Score -1.213532e+07 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82077 members 
Mstep: Class 2 contains 70068 members 
Entering Unmasked Estep 
Score: -12136323.000000 Penalty: 5918.564453
	Iteration 2Q: 3 clusters Score -1.213632e+07 nChanged 5109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85868 members 
Mstep: Class 2 contains 66277 members 
Entering Unmasked Estep 
Score: -12137859.000000 Penalty: 5918.564453
	Iteration 3Q: 3 clusters Score -1.213786e+07 nChanged 6451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91707 members 
Mstep: Class 2 contains 60438 members 
Entering Unmasked Estep 
Score: -12140328.000000 Penalty: 5918.564453
	Iteration 4Q: 3 clusters Score -1.214033e+07 nChanged 8834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100277 members 
Mstep: Class 2 contains 51868 members 
Entering Unmasked Estep 
Score: -12145196.000000 Penalty: 5918.564453
	Iteration 5F: 3 clusters Score -1.21452e+07 nChanged 12182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112315 members 
Mstep: Class 2 contains 39830 members 
Entering Unmasked Estep 
Score: -12154556.000000 Penalty: 5918.564453
	Iteration 6F: 3 clusters Score -1.215456e+07 nChanged 14447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126674 members 
Mstep: Class 2 contains 25471 members 
Entering Unmasked Estep 
Score: -12168287.000000 Penalty: 5918.564453
	Iteration 7F: 3 clusters Score -1.216829e+07 nChanged 12621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139221 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -12180921.000000 Penalty: 5918.564453
	Iteration 8F: 3 clusters Score -1.218092e+07 nChanged 7378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146541 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -12187931.000000 Penalty: 5918.564453
	Iteration 9Q: 3 clusters Score -1.218793e+07 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149760 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -12190846.000000 Penalty: 5918.564453
	Iteration 10Q: 3 clusters Score -1.219085e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151039 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -12192013.000000 Penalty: 5918.564453
	Iteration 11Q: 3 clusters Score -1.219201e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151515 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -12192454.000000 Penalty: 5918.564453
	Iteration 12Q: 3 clusters Score -1.219245e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151677 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -12192675.000000 Penalty: 5918.564453
	Iteration 13Q: 3 clusters Score -1.219268e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151741 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -12192784.000000 Penalty: 5918.564453
	Iteration 14Q: 3 clusters Score -1.219278e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151772 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -12192820.000000 Penalty: 5918.564453
	Iteration 15Q: 3 clusters Score -1.219282e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151785 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -12192854.000000 Penalty: 5918.564453
	Iteration 16Q: 3 clusters Score -1.219285e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151795 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -12192871.000000 Penalty: 5918.564453
	Iteration 17Q: 3 clusters Score -1.219287e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151803 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -12192893.000000 Penalty: 5918.564453
	Iteration 18Q: 3 clusters Score -1.219289e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151811 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -12192914.000000 Penalty: 5918.564453
	Iteration 19Q: 3 clusters Score -1.219291e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151820 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -12192919.000000 Penalty: 5918.564453
	Iteration 20F: 3 clusters Score -1.219292e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151827 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -12192941.000000 Penalty: 5918.564453
	Iteration 21Q: 3 clusters Score -1.219294e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151828 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -12192941.000000 Penalty: 5918.564453
	Iteration 22Q: 3 clusters Score -1.219294e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151828 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -12192949.000000 Penalty: 5918.564453
	Iteration 23Q: 3 clusters Score -1.219295e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151834 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -12192960.000000 Penalty: 5918.564453
	Iteration 24Q: 3 clusters Score -1.219296e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151837 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -12192966.000000 Penalty: 5918.564453
	Iteration 25Q: 3 clusters Score -1.219297e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151839 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -12192963.000000 Penalty: 5918.564453
	Iteration 26Q: 3 clusters Score -1.219296e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151841 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -12192963.000000 Penalty: 5918.564453
	Iteration 27Q: 3 clusters Score -1.219296e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151841 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -12192971.000000 Penalty: 5918.564453
	Iteration 28Q: 3 clusters Score -1.219297e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151843 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -12192974.000000 Penalty: 5918.564453
	Iteration 29Q: 3 clusters Score -1.219297e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151843 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -12192974.000000 Penalty: 5918.564453
	Iteration 30F: 3 clusters Score -1.219297e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Entering Unmasked Estep 
Score: -657284.250000 Penalty: 2255.319824
	Iteration 0F: 2 clusters Score -657284.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -650379.000000 Penalty: 4510.639648
	Iteration 0F: 3 clusters Score -650379 nChanged 3620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -652680.437500 Penalty: 4510.639648
	Iteration 1F: 3 clusters Score -652680.4 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -653356.937500 Penalty: 4510.639648
	Iteration 2F: 3 clusters Score -653356.9 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -654217.562500 Penalty: 4510.639648
	Iteration 3F: 3 clusters Score -654217.6 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -655192.250000 Penalty: 4510.639648
	Iteration 4F: 3 clusters Score -655192.2 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -656037.812500 Penalty: 4510.639648
	Iteration 5F: 3 clusters Score -656037.8 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -656538.875000 Penalty: 4510.639648
	Iteration 6F: 3 clusters Score -656538.9 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -656864.187500 Penalty: 4510.639648
	Iteration 7Q: 3 clusters Score -656864.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -657120.812500 Penalty: 4510.639648
	Iteration 8Q: 3 clusters Score -657120.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -657329.125000 Penalty: 4510.639648
	Iteration 9Q: 3 clusters Score -657329.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -657465.750000 Penalty: 4510.639648
	Iteration 10Q: 3 clusters Score -657465.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -657552.625000 Penalty: 4510.639648
	Iteration 11Q: 3 clusters Score -657552.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -657586.687500 Penalty: 4510.639648
	Iteration 12Q: 3 clusters Score -657586.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -657599.187500 Penalty: 4510.639648
	Iteration 13Q: 3 clusters Score -657599.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -657605.312500 Penalty: 4510.639648
	Iteration 14Q: 3 clusters Score -657605.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -657610.625000 Penalty: 4510.639648
	Iteration 15Q: 3 clusters Score -657610.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -657614.312500 Penalty: 4510.639648
	Iteration 16Q: 3 clusters Score -657614.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -657617.500000 Penalty: 4510.639648
	Iteration 17Q: 3 clusters Score -657617.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -657625.062500 Penalty: 4510.639648
	Iteration 18Q: 3 clusters Score -657625.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -657630.125000 Penalty: 4510.639648
	Iteration 19Q: 3 clusters Score -657630.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -657634.937500 Penalty: 4510.639648
	Iteration 20F: 3 clusters Score -657634.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -657638.562500 Penalty: 4510.639648
	Iteration 21Q: 3 clusters Score -657638.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -657643.062500 Penalty: 4510.639648
	Iteration 22Q: 3 clusters Score -657643.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -657644.375000 Penalty: 4510.639648
	Iteration 23Q: 3 clusters Score -657644.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -657646.000000 Penalty: 4510.639648
	Iteration 24Q: 3 clusters Score -657646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -657647.875000 Penalty: 4510.639648
	Iteration 25Q: 3 clusters Score -657647.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -657647.937500 Penalty: 4510.639648
	Iteration 26Q: 3 clusters Score -657647.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -657650.875000 Penalty: 4510.639648
	Iteration 27Q: 3 clusters Score -657650.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -657649.500000 Penalty: 4510.639648
	Iteration 28Q: 3 clusters Score -657649.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -657651.625000 Penalty: 4510.639648
	Iteration 29Q: 3 clusters Score -657651.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -657652.375000 Penalty: 4510.639648
	Iteration 30Q: 3 clusters Score -657652.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -657653.125000 Penalty: 4510.639648
	Iteration 31Q: 3 clusters Score -657653.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -657653.125000 Penalty: 4510.639648
	Iteration 32F: 3 clusters Score -657653.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 119640 members 
Mstep: Class 2 contains 46383 members 
Mstep: Class 3 contains 1252 members 
Mstep: Class 4 contains 152145 members 
Mstep: Class 5 contains 3145 members 
Mstep: Class 6 contains 9914 members 
Mstep: Class 7 contains 32276 members 
Mstep: Class 8 contains 3207 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3381 members 
Mstep: Class 11 contains 8133 members 
Mstep: Class 12 contains 13270 members 
Mstep: Class 13 contains 64509 members 
Mstep: Class 14 contains 2414 members 
Mstep: Class 15 contains 23196 members 
Mstep: Class 16 contains 4333 members 
Mstep: Class 17 contains 15801 members 
Mstep: Class 18 contains 75960 members 
Mstep: Class 19 contains 8720 members 
Mstep: Class 20 contains 20389 members 
Mstep: Class 21 contains 23919 members 
Mstep: Class 22 contains 8438 members 
Mstep: Class 23 contains 2361 members 
Mstep: Class 24 contains 68564 members 
Mstep: Class 25 contains 15701 members 
Mstep: Class 26 contains 4341 members 
Mstep: Class 27 contains 61364 members 
Mstep: Class 28 contains 5634 members 
Mstep: Class 29 contains 6501 members 
Mstep: Class 30 contains 3192 members 
Mstep: Class 31 contains 75886 members 
Mstep: Class 32 contains 4847 members 
Mstep: Class 33 contains 7775 members 
Mstep: Class 34 contains 4046 members 
Mstep: Class 35 contains 553828 members 
Mstep: Class 36 contains 5757 members 
Entering Unmasked Estep 
Score: -111981656.000000 Penalty: 126742.460938
Splitting cluster 5 changes total score from -111982416.000000 to -111981656.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (9914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Entering Unmasked Estep 
Score: -809173.250000 Penalty: 2282.022461
	Iteration 0F: 2 clusters Score -809173.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -801596.687500 Penalty: 4564.044922
	Iteration 0F: 3 clusters Score -801596.7 nChanged 4133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -803801.937500 Penalty: 4564.044922
	Iteration 1F: 3 clusters Score -803801.9 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -804111.375000 Penalty: 4564.044922
	Iteration 2F: 3 clusters Score -804111.4 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -804338.187500 Penalty: 4564.044922
	Iteration 3F: 3 clusters Score -804338.2 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -804509.062500 Penalty: 4564.044922
	Iteration 4Q: 3 clusters Score -804509.1 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -804673.625000 Penalty: 4564.044922
	Iteration 5Q: 3 clusters Score -804673.6 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -804827.375000 Penalty: 4564.044922
	Iteration 6Q: 3 clusters Score -804827.4 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -804966.875000 Penalty: 4564.044922
	Iteration 7Q: 3 clusters Score -804966.9 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -805145.625000 Penalty: 4564.044922
	Iteration 8Q: 3 clusters Score -805145.6 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -805315.125000 Penalty: 4564.044922
	Iteration 9Q: 3 clusters Score -805315.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -805499.000000 Penalty: 4564.044922
	Iteration 10Q: 3 clusters Score -805499 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -805677.437500 Penalty: 4564.044922
	Iteration 11Q: 3 clusters Score -805677.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -805875.937500 Penalty: 4564.044922
	Iteration 12Q: 3 clusters Score -805875.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -806051.562500 Penalty: 4564.044922
	Iteration 13Q: 3 clusters Score -806051.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -806206.187500 Penalty: 4564.044922
	Iteration 14Q: 3 clusters Score -806206.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -806344.000000 Penalty: 4564.044922
	Iteration 15Q: 3 clusters Score -806344 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -806449.687500 Penalty: 4564.044922
	Iteration 16Q: 3 clusters Score -806449.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -806544.500000 Penalty: 4564.044922
	Iteration 17Q: 3 clusters Score -806544.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -806620.437500 Penalty: 4564.044922
	Iteration 18Q: 3 clusters Score -806620.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -806685.875000 Penalty: 4564.044922
	Iteration 19Q: 3 clusters Score -806685.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -806742.562500 Penalty: 4564.044922
	Iteration 20F: 3 clusters Score -806742.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -806784.937500 Penalty: 4564.044922
	Iteration 21Q: 3 clusters Score -806784.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -806819.375000 Penalty: 4564.044922
	Iteration 22Q: 3 clusters Score -806819.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -806848.312500 Penalty: 4564.044922
	Iteration 23Q: 3 clusters Score -806848.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -806870.000000 Penalty: 4564.044922
	Iteration 24Q: 3 clusters Score -806870 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -806890.375000 Penalty: 4564.044922
	Iteration 25Q: 3 clusters Score -806890.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -806907.062500 Penalty: 4564.044922
	Iteration 26Q: 3 clusters Score -806907.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -806919.375000 Penalty: 4564.044922
	Iteration 27Q: 3 clusters Score -806919.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -806935.187500 Penalty: 4564.044922
	Iteration 28Q: 3 clusters Score -806935.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -806951.062500 Penalty: 4564.044922
	Iteration 29Q: 3 clusters Score -806951.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -806959.000000 Penalty: 4564.044922
	Iteration 30Q: 3 clusters Score -806959 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -806967.062500 Penalty: 4564.044922
	Iteration 31Q: 3 clusters Score -806967.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -806973.312500 Penalty: 4564.044922
	Iteration 32Q: 3 clusters Score -806973.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -806980.937500 Penalty: 4564.044922
	Iteration 33Q: 3 clusters Score -806980.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -806987.562500 Penalty: 4564.044922
	Iteration 34Q: 3 clusters Score -806987.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -806992.312500 Penalty: 4564.044922
	Iteration 35Q: 3 clusters Score -806992.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -807000.375000 Penalty: 4564.044922
	Iteration 36Q: 3 clusters Score -807000.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -807000.812500 Penalty: 4564.044922
	Iteration 37Q: 3 clusters Score -807000.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -807003.750000 Penalty: 4564.044922
	Iteration 38Q: 3 clusters Score -807003.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -807004.125000 Penalty: 4564.044922
	Iteration 39Q: 3 clusters Score -807004.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -807005.562500 Penalty: 4564.044922
	Iteration 40F: 3 clusters Score -807005.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -807007.500000 Penalty: 4564.044922
	Iteration 41Q: 3 clusters Score -807007.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -807007.750000 Penalty: 4564.044922
	Iteration 42Q: 3 clusters Score -807007.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -807008.375000 Penalty: 4564.044922
	Iteration 43Q: 3 clusters Score -807008.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -807009.375000 Penalty: 4564.044922
	Iteration 44Q: 3 clusters Score -807009.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -807009.812500 Penalty: 4564.044922
	Iteration 45Q: 3 clusters Score -807009.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -807009.812500 Penalty: 4564.044922
	Iteration 46F: 3 clusters Score -807009.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (32276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32276 members 
Entering Unmasked Estep 
Score: -2646761.250000 Penalty: 2574.755615
	Iteration 0F: 2 clusters Score -2646761 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 16053 members 
Entering Unmasked Estep 
Score: -2624743.500000 Penalty: 5149.511230
	Iteration 0F: 3 clusters Score -2624744 nChanged 14440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17079 members 
Mstep: Class 2 contains 15197 members 
Entering Unmasked Estep 
Score: -2632549.500000 Penalty: 5149.511230
	Iteration 1F: 3 clusters Score -2632550 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17626 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -2632998.750000 Penalty: 5149.511230
	Iteration 2Q: 3 clusters Score -2632999 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18348 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -2633455.750000 Penalty: 5149.511230
	Iteration 3Q: 3 clusters Score -2633456 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19363 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -2634032.000000 Penalty: 5149.511230
	Iteration 4Q: 3 clusters Score -2634032 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20700 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -2634821.250000 Penalty: 5149.511230
	Iteration 5Q: 3 clusters Score -2634821 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22471 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -2636012.750000 Penalty: 5149.511230
	Iteration 6F: 3 clusters Score -2636013 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24655 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -2637782.750000 Penalty: 5149.511230
	Iteration 7F: 3 clusters Score -2637783 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26912 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -2639747.250000 Penalty: 5149.511230
	Iteration 8F: 3 clusters Score -2639747 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28944 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -2641681.500000 Penalty: 5149.511230
	Iteration 9F: 3 clusters Score -2641682 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30334 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -2642987.500000 Penalty: 5149.511230
	Iteration 10Q: 3 clusters Score -2642988 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31107 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -2643653.500000 Penalty: 5149.511230
	Iteration 11Q: 3 clusters Score -2643654 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31508 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -2644011.750000 Penalty: 5149.511230
	Iteration 12Q: 3 clusters Score -2644012 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31743 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -2644242.750000 Penalty: 5149.511230
	Iteration 13Q: 3 clusters Score -2644243 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31839 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -2644337.000000 Penalty: 5149.511230
	Iteration 14Q: 3 clusters Score -2644337 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31891 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -2644392.250000 Penalty: 5149.511230
	Iteration 15Q: 3 clusters Score -2644392 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31923 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -2644446.000000 Penalty: 5149.511230
	Iteration 16Q: 3 clusters Score -2644446 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31942 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2644471.250000 Penalty: 5149.511230
	Iteration 17Q: 3 clusters Score -2644471 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31953 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -2644486.500000 Penalty: 5149.511230
	Iteration 18Q: 3 clusters Score -2644486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31960 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -2644494.250000 Penalty: 5149.511230
	Iteration 19Q: 3 clusters Score -2644494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31965 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -2644496.750000 Penalty: 5149.511230
	Iteration 20F: 3 clusters Score -2644497 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31968 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -2644502.750000 Penalty: 5149.511230
	Iteration 21Q: 3 clusters Score -2644503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31971 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -2644507.750000 Penalty: 5149.511230
	Iteration 22Q: 3 clusters Score -2644508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31971 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -2644507.750000 Penalty: 5149.511230
	Iteration 23F: 3 clusters Score -2644508 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Entering Unmasked Estep 
Score: -214745.375000 Penalty: 2002.126709
	Iteration 0F: 2 clusters Score -214745.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -211392.625000 Penalty: 4004.253418
	Iteration 0F: 3 clusters Score -211392.6 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -212187.093750 Penalty: 4004.253418
	Iteration 1F: 3 clusters Score -212187.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -212407.937500 Penalty: 4004.253418
	Iteration 2F: 3 clusters Score -212407.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -212524.953125 Penalty: 4004.253418
	Iteration 3F: 3 clusters Score -212525 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -212605.468750 Penalty: 4004.253418
	Iteration 4Q: 3 clusters Score -212605.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -212659.703125 Penalty: 4004.253418
	Iteration 5Q: 3 clusters Score -212659.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -212703.765625 Penalty: 4004.253418
	Iteration 6Q: 3 clusters Score -212703.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -212742.218750 Penalty: 4004.253418
	Iteration 7Q: 3 clusters Score -212742.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -212787.078125 Penalty: 4004.253418
	Iteration 8Q: 3 clusters Score -212787.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -212825.609375 Penalty: 4004.253418
	Iteration 9Q: 3 clusters Score -212825.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -212871.796875 Penalty: 4004.253418
	Iteration 10Q: 3 clusters Score -212871.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -212912.046875 Penalty: 4004.253418
	Iteration 11Q: 3 clusters Score -212912 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -212940.406250 Penalty: 4004.253418
	Iteration 12Q: 3 clusters Score -212940.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -212964.359375 Penalty: 4004.253418
	Iteration 13Q: 3 clusters Score -212964.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -212985.453125 Penalty: 4004.253418
	Iteration 14Q: 3 clusters Score -212985.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -213005.859375 Penalty: 4004.253418
	Iteration 15Q: 3 clusters Score -213005.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -213026.984375 Penalty: 4004.253418
	Iteration 16Q: 3 clusters Score -213027 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -213049.828125 Penalty: 4004.253418
	Iteration 17Q: 3 clusters Score -213049.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -213068.734375 Penalty: 4004.253418
	Iteration 18Q: 3 clusters Score -213068.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -213082.375000 Penalty: 4004.253418
	Iteration 19Q: 3 clusters Score -213082.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -213098.218750 Penalty: 4004.253418
	Iteration 20F: 3 clusters Score -213098.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -213119.812500 Penalty: 4004.253418
	Iteration 21Q: 3 clusters Score -213119.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -213136.953125 Penalty: 4004.253418
	Iteration 22Q: 3 clusters Score -213137 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -213149.187500 Penalty: 4004.253418
	Iteration 23Q: 3 clusters Score -213149.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -213161.421875 Penalty: 4004.253418
	Iteration 24Q: 3 clusters Score -213161.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -213178.000000 Penalty: 4004.253418
	Iteration 25Q: 3 clusters Score -213178 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -213192.562500 Penalty: 4004.253418
	Iteration 26Q: 3 clusters Score -213192.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -213204.515625 Penalty: 4004.253418
	Iteration 27Q: 3 clusters Score -213204.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -213212.890625 Penalty: 4004.253418
	Iteration 28Q: 3 clusters Score -213212.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -213219.953125 Penalty: 4004.253418
	Iteration 29Q: 3 clusters Score -213220 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -213227.234375 Penalty: 4004.253418
	Iteration 30Q: 3 clusters Score -213227.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -213235.203125 Penalty: 4004.253418
	Iteration 31Q: 3 clusters Score -213235.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -213240.968750 Penalty: 4004.253418
	Iteration 32Q: 3 clusters Score -213241 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -213251.015625 Penalty: 4004.253418
	Iteration 33Q: 3 clusters Score -213251 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -213261.500000 Penalty: 4004.253418
	Iteration 34Q: 3 clusters Score -213261.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -213270.125000 Penalty: 4004.253418
	Iteration 35Q: 3 clusters Score -213270.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -213284.359375 Penalty: 4004.253418
	Iteration 36Q: 3 clusters Score -213284.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -213291.593750 Penalty: 4004.253418
	Iteration 37Q: 3 clusters Score -213291.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -213295.531250 Penalty: 4004.253418
	Iteration 38Q: 3 clusters Score -213295.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -213300.093750 Penalty: 4004.253418
	Iteration 39Q: 3 clusters Score -213300.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -213304.015625 Penalty: 4004.253418
	Iteration 40F: 3 clusters Score -213304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -213308.734375 Penalty: 4004.253418
	Iteration 41Q: 3 clusters Score -213308.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -213311.203125 Penalty: 4004.253418
	Iteration 42Q: 3 clusters Score -213311.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -213312.546875 Penalty: 4004.253418
	Iteration 43Q: 3 clusters Score -213312.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -213316.218750 Penalty: 4004.253418
	Iteration 44Q: 3 clusters Score -213316.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -213319.468750 Penalty: 4004.253418
	Iteration 45Q: 3 clusters Score -213319.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -213325.109375 Penalty: 4004.253418
	Iteration 46Q: 3 clusters Score -213325.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -213331.312500 Penalty: 4004.253418
	Iteration 47Q: 3 clusters Score -213331.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -213338.281250 Penalty: 4004.253418
	Iteration 48Q: 3 clusters Score -213338.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -213342.468750 Penalty: 4004.253418
	Iteration 49Q: 3 clusters Score -213342.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -213348.296875 Penalty: 4004.253418
	Iteration 50Q: 3 clusters Score -213348.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -213354.593750 Penalty: 4004.253418
	Iteration 51Q: 3 clusters Score -213354.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -213359.984375 Penalty: 4004.253418
	Iteration 52Q: 3 clusters Score -213360 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -213368.765625 Penalty: 4004.253418
	Iteration 53Q: 3 clusters Score -213368.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -213374.828125 Penalty: 4004.253418
	Iteration 54Q: 3 clusters Score -213374.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -213381.500000 Penalty: 4004.253418
	Iteration 55Q: 3 clusters Score -213381.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -213387.531250 Penalty: 4004.253418
	Iteration 56Q: 3 clusters Score -213387.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -213395.328125 Penalty: 4004.253418
	Iteration 57Q: 3 clusters Score -213395.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -213401.062500 Penalty: 4004.253418
	Iteration 58Q: 3 clusters Score -213401.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -213404.984375 Penalty: 4004.253418
	Iteration 59Q: 3 clusters Score -213405 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -213408.218750 Penalty: 4004.253418
	Iteration 60F: 3 clusters Score -213408.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -213409.875000 Penalty: 4004.253418
	Iteration 61Q: 3 clusters Score -213409.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -213411.046875 Penalty: 4004.253418
	Iteration 62Q: 3 clusters Score -213411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -213412.578125 Penalty: 4004.253418
	Iteration 63Q: 3 clusters Score -213412.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -213414.640625 Penalty: 4004.253418
	Iteration 64Q: 3 clusters Score -213414.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -213416.250000 Penalty: 4004.253418
	Iteration 65Q: 3 clusters Score -213416.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -213419.062500 Penalty: 4004.253418
	Iteration 66Q: 3 clusters Score -213419.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -213421.187500 Penalty: 4004.253418
	Iteration 67Q: 3 clusters Score -213421.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -213421.906250 Penalty: 4004.253418
	Iteration 68Q: 3 clusters Score -213421.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -213422.640625 Penalty: 4004.253418
	Iteration 69Q: 3 clusters Score -213422.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -213424.125000 Penalty: 4004.253418
	Iteration 70Q: 3 clusters Score -213424.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -213425.421875 Penalty: 4004.253418
	Iteration 71Q: 3 clusters Score -213425.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -213426.421875 Penalty: 4004.253418
	Iteration 72Q: 3 clusters Score -213426.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -213426.140625 Penalty: 4004.253418
	Iteration 73Q: 3 clusters Score -213426.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -213426.484375 Penalty: 4004.253418
	Iteration 74Q: 3 clusters Score -213426.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -213427.328125 Penalty: 4004.253418
	Iteration 75Q: 3 clusters Score -213427.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -213428.234375 Penalty: 4004.253418
	Iteration 76Q: 3 clusters Score -213428.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -213428.234375 Penalty: 4004.253418
	Iteration 77F: 3 clusters Score -213428.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Entering Unmasked Estep 
Score: -226188.890625 Penalty: 1973.553589
	Iteration 0F: 2 clusters Score -226188.9 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 1442 members 
Entering Unmasked Estep 
Score: -223013.000000 Penalty: 3947.107178
	Iteration 0F: 3 clusters Score -223013 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -223650.765625 Penalty: 3947.107178
	Iteration 1F: 3 clusters Score -223650.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -223803.328125 Penalty: 3947.107178
	Iteration 2F: 3 clusters Score -223803.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -223883.953125 Penalty: 3947.107178
	Iteration 3Q: 3 clusters Score -223884 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -223928.703125 Penalty: 3947.107178
	Iteration 4Q: 3 clusters Score -223928.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -223966.515625 Penalty: 3947.107178
	Iteration 5Q: 3 clusters Score -223966.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -223998.890625 Penalty: 3947.107178
	Iteration 6Q: 3 clusters Score -223998.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -224022.312500 Penalty: 3947.107178
	Iteration 7Q: 3 clusters Score -224022.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -224045.500000 Penalty: 3947.107178
	Iteration 8Q: 3 clusters Score -224045.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -224058.093750 Penalty: 3947.107178
	Iteration 9Q: 3 clusters Score -224058.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -224067.906250 Penalty: 3947.107178
	Iteration 10Q: 3 clusters Score -224067.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -224075.843750 Penalty: 3947.107178
	Iteration 11Q: 3 clusters Score -224075.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -224082.046875 Penalty: 3947.107178
	Iteration 12Q: 3 clusters Score -224082 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -224089.078125 Penalty: 3947.107178
	Iteration 13Q: 3 clusters Score -224089.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -224094.109375 Penalty: 3947.107178
	Iteration 14Q: 3 clusters Score -224094.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -224100.250000 Penalty: 3947.107178
	Iteration 15Q: 3 clusters Score -224100.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -224101.390625 Penalty: 3947.107178
	Iteration 16Q: 3 clusters Score -224101.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -224102.328125 Penalty: 3947.107178
	Iteration 17Q: 3 clusters Score -224102.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -224102.359375 Penalty: 3947.107178
	Iteration 18Q: 3 clusters Score -224102.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -224102.359375 Penalty: 3947.107178
	Iteration 19F: 3 clusters Score -224102.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Entering Unmasked Estep 
Score: -262703.750000 Penalty: 2015.229858
	Iteration 0F: 2 clusters Score -262703.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -259135.015625 Penalty: 4030.459717
	Iteration 0F: 3 clusters Score -259135 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -259890.000000 Penalty: 4030.459717
	Iteration 1F: 3 clusters Score -259890 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -260043.546875 Penalty: 4030.459717
	Iteration 2F: 3 clusters Score -260043.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -260154.140625 Penalty: 4030.459717
	Iteration 3Q: 3 clusters Score -260154.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -260227.765625 Penalty: 4030.459717
	Iteration 4Q: 3 clusters Score -260227.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -260272.515625 Penalty: 4030.459717
	Iteration 5Q: 3 clusters Score -260272.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -260313.062500 Penalty: 4030.459717
	Iteration 6Q: 3 clusters Score -260313.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -260342.093750 Penalty: 4030.459717
	Iteration 7Q: 3 clusters Score -260342.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -260371.109375 Penalty: 4030.459717
	Iteration 8Q: 3 clusters Score -260371.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -260396.109375 Penalty: 4030.459717
	Iteration 9Q: 3 clusters Score -260396.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -260415.375000 Penalty: 4030.459717
	Iteration 10Q: 3 clusters Score -260415.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -260430.015625 Penalty: 4030.459717
	Iteration 11Q: 3 clusters Score -260430 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -260440.625000 Penalty: 4030.459717
	Iteration 12Q: 3 clusters Score -260440.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -260451.640625 Penalty: 4030.459717
	Iteration 13Q: 3 clusters Score -260451.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -260462.812500 Penalty: 4030.459717
	Iteration 14Q: 3 clusters Score -260462.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -260470.359375 Penalty: 4030.459717
	Iteration 15Q: 3 clusters Score -260470.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -260472.703125 Penalty: 4030.459717
	Iteration 16Q: 3 clusters Score -260472.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -260476.812500 Penalty: 4030.459717
	Iteration 17Q: 3 clusters Score -260476.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -260482.312500 Penalty: 4030.459717
	Iteration 18Q: 3 clusters Score -260482.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -260488.453125 Penalty: 4030.459717
	Iteration 19Q: 3 clusters Score -260488.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -260495.156250 Penalty: 4030.459717
	Iteration 20F: 3 clusters Score -260495.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -260501.296875 Penalty: 4030.459717
	Iteration 21Q: 3 clusters Score -260501.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -260511.734375 Penalty: 4030.459717
	Iteration 22Q: 3 clusters Score -260511.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -260521.750000 Penalty: 4030.459717
	Iteration 23Q: 3 clusters Score -260521.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -260532.062500 Penalty: 4030.459717
	Iteration 24Q: 3 clusters Score -260532.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -260544.265625 Penalty: 4030.459717
	Iteration 25Q: 3 clusters Score -260544.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -260555.171875 Penalty: 4030.459717
	Iteration 26Q: 3 clusters Score -260555.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -260566.156250 Penalty: 4030.459717
	Iteration 27Q: 3 clusters Score -260566.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -260572.812500 Penalty: 4030.459717
	Iteration 28Q: 3 clusters Score -260572.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -260578.546875 Penalty: 4030.459717
	Iteration 29Q: 3 clusters Score -260578.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -260581.750000 Penalty: 4030.459717
	Iteration 30Q: 3 clusters Score -260581.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -260584.296875 Penalty: 4030.459717
	Iteration 31Q: 3 clusters Score -260584.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -260587.437500 Penalty: 4030.459717
	Iteration 32Q: 3 clusters Score -260587.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -260589.171875 Penalty: 4030.459717
	Iteration 33Q: 3 clusters Score -260589.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -260591.625000 Penalty: 4030.459717
	Iteration 34Q: 3 clusters Score -260591.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -260594.625000 Penalty: 4030.459717
	Iteration 35Q: 3 clusters Score -260594.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -260597.765625 Penalty: 4030.459717
	Iteration 36Q: 3 clusters Score -260597.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -260600.953125 Penalty: 4030.459717
	Iteration 37Q: 3 clusters Score -260601 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -260603.812500 Penalty: 4030.459717
	Iteration 38Q: 3 clusters Score -260603.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -260604.906250 Penalty: 4030.459717
	Iteration 39Q: 3 clusters Score -260604.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -260607.218750 Penalty: 4030.459717
	Iteration 40F: 3 clusters Score -260607.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -260609.140625 Penalty: 4030.459717
	Iteration 41Q: 3 clusters Score -260609.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -260611.734375 Penalty: 4030.459717
	Iteration 42Q: 3 clusters Score -260611.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -260614.671875 Penalty: 4030.459717
	Iteration 43Q: 3 clusters Score -260614.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -260619.078125 Penalty: 4030.459717
	Iteration 44Q: 3 clusters Score -260619.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -260624.015625 Penalty: 4030.459717
	Iteration 45Q: 3 clusters Score -260624 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -260629.109375 Penalty: 4030.459717
	Iteration 46Q: 3 clusters Score -260629.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -260632.531250 Penalty: 4030.459717
	Iteration 47Q: 3 clusters Score -260632.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -260634.437500 Penalty: 4030.459717
	Iteration 48Q: 3 clusters Score -260634.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -260635.046875 Penalty: 4030.459717
	Iteration 49Q: 3 clusters Score -260635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -260635.984375 Penalty: 4030.459717
	Iteration 50Q: 3 clusters Score -260636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -260635.984375 Penalty: 4030.459717
	Iteration 51F: 3 clusters Score -260636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Entering Unmasked Estep 
Score: -629482.375000 Penalty: 2232.913818
	Iteration 0F: 2 clusters Score -629482.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -622948.937500 Penalty: 4465.827637
	Iteration 0F: 3 clusters Score -622948.9 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -624824.375000 Penalty: 4465.827637
	Iteration 1F: 3 clusters Score -624824.4 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -625241.250000 Penalty: 4465.827637
	Iteration 2F: 3 clusters Score -625241.2 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -625722.000000 Penalty: 4465.827637
	Iteration 3F: 3 clusters Score -625722 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -626208.687500 Penalty: 4465.827637
	Iteration 4F: 3 clusters Score -626208.7 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -626560.937500 Penalty: 4465.827637
	Iteration 5F: 3 clusters Score -626560.9 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -626866.062500 Penalty: 4465.827637
	Iteration 6F: 3 clusters Score -626866.1 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -627115.312500 Penalty: 4465.827637
	Iteration 7Q: 3 clusters Score -627115.3 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -627358.187500 Penalty: 4465.827637
	Iteration 8Q: 3 clusters Score -627358.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -627583.937500 Penalty: 4465.827637
	Iteration 9Q: 3 clusters Score -627583.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -627831.562500 Penalty: 4465.827637
	Iteration 10Q: 3 clusters Score -627831.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -628095.125000 Penalty: 4465.827637
	Iteration 11Q: 3 clusters Score -628095.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -628365.687500 Penalty: 4465.827637
	Iteration 12Q: 3 clusters Score -628365.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -628559.000000 Penalty: 4465.827637
	Iteration 13Q: 3 clusters Score -628559 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -628683.312500 Penalty: 4465.827637
	Iteration 14Q: 3 clusters Score -628683.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -628745.625000 Penalty: 4465.827637
	Iteration 15Q: 3 clusters Score -628745.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -628778.000000 Penalty: 4465.827637
	Iteration 16Q: 3 clusters Score -628778 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -628792.687500 Penalty: 4465.827637
	Iteration 17Q: 3 clusters Score -628792.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -628804.625000 Penalty: 4465.827637
	Iteration 18Q: 3 clusters Score -628804.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -628810.125000 Penalty: 4465.827637
	Iteration 19Q: 3 clusters Score -628810.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -628815.000000 Penalty: 4465.827637
	Iteration 20F: 3 clusters Score -628815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -628815.750000 Penalty: 4465.827637
	Iteration 21Q: 3 clusters Score -628815.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -628814.187500 Penalty: 4465.827637
	Iteration 22Q: 3 clusters Score -628814.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -628814.937500 Penalty: 4465.827637
	Iteration 23Q: 3 clusters Score -628814.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -628815.375000 Penalty: 4465.827637
	Iteration 24Q: 3 clusters Score -628815.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -628815.687500 Penalty: 4465.827637
	Iteration 25Q: 3 clusters Score -628815.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -628815.687500 Penalty: 4465.827637
	Iteration 26F: 3 clusters Score -628815.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (13270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Entering Unmasked Estep 
Score: -1026965.500000 Penalty: 2354.328857
	Iteration 0F: 2 clusters Score -1026966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1017175.750000 Penalty: 4708.657715
	Iteration 0F: 3 clusters Score -1017176 nChanged 5739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -1020342.062500 Penalty: 4708.657715
	Iteration 1F: 3 clusters Score -1020342 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1020803.312500 Penalty: 4708.657715
	Iteration 2F: 3 clusters Score -1020803 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1021184.500000 Penalty: 4708.657715
	Iteration 3F: 3 clusters Score -1021184 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1021561.562500 Penalty: 4708.657715
	Iteration 4F: 3 clusters Score -1021562 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1021955.500000 Penalty: 4708.657715
	Iteration 5F: 3 clusters Score -1021956 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1022345.937500 Penalty: 4708.657715
	Iteration 6Q: 3 clusters Score -1022346 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1022784.375000 Penalty: 4708.657715
	Iteration 7F: 3 clusters Score -1022784 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1023181.312500 Penalty: 4708.657715
	Iteration 8Q: 3 clusters Score -1023181 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -1023518.562500 Penalty: 4708.657715
	Iteration 9Q: 3 clusters Score -1023519 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -1023826.687500 Penalty: 4708.657715
	Iteration 10Q: 3 clusters Score -1023827 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -1024082.062500 Penalty: 4708.657715
	Iteration 11Q: 3 clusters Score -1024082 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -1024270.687500 Penalty: 4708.657715
	Iteration 12Q: 3 clusters Score -1024271 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -1024401.375000 Penalty: 4708.657715
	Iteration 13Q: 3 clusters Score -1024401 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -1024485.687500 Penalty: 4708.657715
	Iteration 14Q: 3 clusters Score -1024486 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1024547.437500 Penalty: 4708.657715
	Iteration 15Q: 3 clusters Score -1024547 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -1024582.250000 Penalty: 4708.657715
	Iteration 16Q: 3 clusters Score -1024582 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -1024603.625000 Penalty: 4708.657715
	Iteration 17Q: 3 clusters Score -1024604 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -1024620.937500 Penalty: 4708.657715
	Iteration 18Q: 3 clusters Score -1024621 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -1024637.750000 Penalty: 4708.657715
	Iteration 19Q: 3 clusters Score -1024638 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -1024650.250000 Penalty: 4708.657715
	Iteration 20F: 3 clusters Score -1024650 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -1024656.625000 Penalty: 4708.657715
	Iteration 21Q: 3 clusters Score -1024657 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -1024663.250000 Penalty: 4708.657715
	Iteration 22Q: 3 clusters Score -1024663 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -1024671.125000 Penalty: 4708.657715
	Iteration 23Q: 3 clusters Score -1024671 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -1024677.312500 Penalty: 4708.657715
	Iteration 24Q: 3 clusters Score -1024677 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -1024683.375000 Penalty: 4708.657715
	Iteration 25Q: 3 clusters Score -1024683 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -1024686.187500 Penalty: 4708.657715
	Iteration 26Q: 3 clusters Score -1024686 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -1024688.875000 Penalty: 4708.657715
	Iteration 27Q: 3 clusters Score -1024689 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -1024692.187500 Penalty: 4708.657715
	Iteration 28Q: 3 clusters Score -1024692 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -1024698.437500 Penalty: 4708.657715
	Iteration 29Q: 3 clusters Score -1024698 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -1024699.437500 Penalty: 4708.657715
	Iteration 30Q: 3 clusters Score -1024699 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -1024703.937500 Penalty: 4708.657715
	Iteration 31Q: 3 clusters Score -1024704 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -1024703.437500 Penalty: 4708.657715
	Iteration 32Q: 3 clusters Score -1024703 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -1024703.125000 Penalty: 4708.657715
	Iteration 33Q: 3 clusters Score -1024703 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -1024703.062500 Penalty: 4708.657715
	Iteration 34Q: 3 clusters Score -1024703 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -1024702.875000 Penalty: 4708.657715
	Iteration 35Q: 3 clusters Score -1024703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -1024702.312500 Penalty: 4708.657715
	Iteration 36Q: 3 clusters Score -1024702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -1024705.375000 Penalty: 4708.657715
	Iteration 37Q: 3 clusters Score -1024705 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -1024707.437500 Penalty: 4708.657715
	Iteration 38Q: 3 clusters Score -1024707 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -1024709.375000 Penalty: 4708.657715
	Iteration 39Q: 3 clusters Score -1024709 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -1024712.812500 Penalty: 4708.657715
	Iteration 40F: 3 clusters Score -1024713 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -1024714.000000 Penalty: 4708.657715
	Iteration 41Q: 3 clusters Score -1024714 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -1024716.750000 Penalty: 4708.657715
	Iteration 42Q: 3 clusters Score -1024717 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -1024717.437500 Penalty: 4708.657715
	Iteration 43Q: 3 clusters Score -1024717 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -1024722.000000 Penalty: 4708.657715
	Iteration 44Q: 3 clusters Score -1024722 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -1024725.437500 Penalty: 4708.657715
	Iteration 45Q: 3 clusters Score -1024725 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -1024726.562500 Penalty: 4708.657715
	Iteration 46Q: 3 clusters Score -1024727 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -1024730.437500 Penalty: 4708.657715
	Iteration 47Q: 3 clusters Score -1024730 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -1024732.375000 Penalty: 4708.657715
	Iteration 48Q: 3 clusters Score -1024732 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -1024735.187500 Penalty: 4708.657715
	Iteration 49Q: 3 clusters Score -1024735 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -1024735.125000 Penalty: 4708.657715
	Iteration 50Q: 3 clusters Score -1024735 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -1024739.312500 Penalty: 4708.657715
	Iteration 51Q: 3 clusters Score -1024739 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -1024746.812500 Penalty: 4708.657715
	Iteration 52Q: 3 clusters Score -1024747 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -1024748.875000 Penalty: 4708.657715
	Iteration 53Q: 3 clusters Score -1024749 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -1024749.812500 Penalty: 4708.657715
	Iteration 54Q: 3 clusters Score -1024750 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -1024748.750000 Penalty: 4708.657715
	Iteration 55Q: 3 clusters Score -1024749 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -1024756.125000 Penalty: 4708.657715
	Iteration 56Q: 3 clusters Score -1024756 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -1024759.000000 Penalty: 4708.657715
	Iteration 57Q: 3 clusters Score -1024759 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -1024760.312500 Penalty: 4708.657715
	Iteration 58Q: 3 clusters Score -1024760 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -1024761.875000 Penalty: 4708.657715
	Iteration 59Q: 3 clusters Score -1024762 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -1024767.375000 Penalty: 4708.657715
	Iteration 60F: 3 clusters Score -1024767 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -1024772.125000 Penalty: 4708.657715
	Iteration 61Q: 3 clusters Score -1024772 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -1024774.812500 Penalty: 4708.657715
	Iteration 62Q: 3 clusters Score -1024775 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -1024781.437500 Penalty: 4708.657715
	Iteration 63Q: 3 clusters Score -1024781 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -1024784.812500 Penalty: 4708.657715
	Iteration 64Q: 3 clusters Score -1024785 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -1024792.500000 Penalty: 4708.657715
	Iteration 65Q: 3 clusters Score -1024792 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -1024797.187500 Penalty: 4708.657715
	Iteration 66Q: 3 clusters Score -1024797 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -1024805.062500 Penalty: 4708.657715
	Iteration 67Q: 3 clusters Score -1024805 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -1024809.625000 Penalty: 4708.657715
	Iteration 68Q: 3 clusters Score -1024810 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -1024817.062500 Penalty: 4708.657715
	Iteration 69Q: 3 clusters Score -1024817 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -1024822.062500 Penalty: 4708.657715
	Iteration 70Q: 3 clusters Score -1024822 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -1024825.187500 Penalty: 4708.657715
	Iteration 71Q: 3 clusters Score -1024825 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -1024829.625000 Penalty: 4708.657715
	Iteration 72Q: 3 clusters Score -1024830 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -1024834.562500 Penalty: 4708.657715
	Iteration 73Q: 3 clusters Score -1024835 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -1024842.687500 Penalty: 4708.657715
	Iteration 74Q: 3 clusters Score -1024843 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -1024850.062500 Penalty: 4708.657715
	Iteration 75Q: 3 clusters Score -1024850 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -1024855.750000 Penalty: 4708.657715
	Iteration 76Q: 3 clusters Score -1024856 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -1024866.312500 Penalty: 4708.657715
	Iteration 77Q: 3 clusters Score -1024866 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -1024873.000000 Penalty: 4708.657715
	Iteration 78Q: 3 clusters Score -1024873 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -1024873.312500 Penalty: 4708.657715
	Iteration 79Q: 3 clusters Score -1024873 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -1024877.750000 Penalty: 4708.657715
	Iteration 80F: 3 clusters Score -1024878 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -1024881.187500 Penalty: 4708.657715
	Iteration 81Q: 3 clusters Score -1024881 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -1024885.562500 Penalty: 4708.657715
	Iteration 82Q: 3 clusters Score -1024886 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -1024886.187500 Penalty: 4708.657715
	Iteration 83Q: 3 clusters Score -1024886 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -1024889.062500 Penalty: 4708.657715
	Iteration 84Q: 3 clusters Score -1024889 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -1024892.625000 Penalty: 4708.657715
	Iteration 85Q: 3 clusters Score -1024893 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -1024895.187500 Penalty: 4708.657715
	Iteration 86Q: 3 clusters Score -1024895 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -1024897.000000 Penalty: 4708.657715
	Iteration 87Q: 3 clusters Score -1024897 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -1024899.500000 Penalty: 4708.657715
	Iteration 88Q: 3 clusters Score -1024900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -1024899.000000 Penalty: 4708.657715
	Iteration 89Q: 3 clusters Score -1024899 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -1024899.250000 Penalty: 4708.657715
	Iteration 90Q: 3 clusters Score -1024899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -1024899.750000 Penalty: 4708.657715
	Iteration 91Q: 3 clusters Score -1024900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -1024899.312500 Penalty: 4708.657715
	Iteration 92Q: 3 clusters Score -1024899 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -1024899.187500 Penalty: 4708.657715
	Iteration 93Q: 3 clusters Score -1024899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -1024900.000000 Penalty: 4708.657715
	Iteration 94Q: 3 clusters Score -1024900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -1024901.937500 Penalty: 4708.657715
	Iteration 95Q: 3 clusters Score -1024902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -1024903.812500 Penalty: 4708.657715
	Iteration 96Q: 3 clusters Score -1024904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -1024901.875000 Penalty: 4708.657715
	Iteration 97Q: 3 clusters Score -1024902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -1024901.875000 Penalty: 4708.657715
	Iteration 98F: 3 clusters Score -1024902 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (64509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64509 members 
Entering Unmasked Estep 
Score: -5058154.500000 Penalty: 2746.490967
	Iteration 0F: 2 clusters Score -5058154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32035 members 
Mstep: Class 2 contains 32474 members 
Entering Unmasked Estep 
Score: -5015089.500000 Penalty: 5492.981934
	Iteration 0F: 3 clusters Score -5015090 nChanged 29986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30505 members 
Mstep: Class 2 contains 34004 members 
Entering Unmasked Estep 
Score: -5031937.500000 Penalty: 5492.981934
	Iteration 1F: 3 clusters Score -5031938 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29643 members 
Mstep: Class 2 contains 34866 members 
Entering Unmasked Estep 
Score: -5032650.500000 Penalty: 5492.981934
	Iteration 2Q: 3 clusters Score -5032650 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28355 members 
Mstep: Class 2 contains 36154 members 
Entering Unmasked Estep 
Score: -5033512.000000 Penalty: 5492.981934
	Iteration 3Q: 3 clusters Score -5033512 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26536 members 
Mstep: Class 2 contains 37973 members 
Entering Unmasked Estep 
Score: -5034614.000000 Penalty: 5492.981934
	Iteration 4Q: 3 clusters Score -5034614 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23939 members 
Mstep: Class 2 contains 40570 members 
Entering Unmasked Estep 
Score: -5036196.000000 Penalty: 5492.981934
	Iteration 5Q: 3 clusters Score -5036196 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20409 members 
Mstep: Class 2 contains 44100 members 
Entering Unmasked Estep 
Score: -5038612.500000 Penalty: 5492.981934
	Iteration 6F: 3 clusters Score -5038612 nChanged 4450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 48452 members 
Entering Unmasked Estep 
Score: -5042043.500000 Penalty: 5492.981934
	Iteration 7F: 3 clusters Score -5042044 nChanged 4708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 53114 members 
Entering Unmasked Estep 
Score: -5046004.000000 Penalty: 5492.981934
	Iteration 8F: 3 clusters Score -5046004 nChanged 4265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 57369 members 
Entering Unmasked Estep 
Score: -5049786.000000 Penalty: 5492.981934
	Iteration 9F: 3 clusters Score -5049786 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 60514 members 
Entering Unmasked Estep 
Score: -5052595.000000 Penalty: 5492.981934
	Iteration 10Q: 3 clusters Score -5052595 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 62419 members 
Entering Unmasked Estep 
Score: -5054217.000000 Penalty: 5492.981934
	Iteration 11Q: 3 clusters Score -5054217 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 63381 members 
Entering Unmasked Estep 
Score: -5054997.000000 Penalty: 5492.981934
	Iteration 12Q: 3 clusters Score -5054997 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 63810 members 
Entering Unmasked Estep 
Score: -5055388.500000 Penalty: 5492.981934
	Iteration 13Q: 3 clusters Score -5055388 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 64000 members 
Entering Unmasked Estep 
Score: -5055556.000000 Penalty: 5492.981934
	Iteration 14Q: 3 clusters Score -5055556 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 64097 members 
Entering Unmasked Estep 
Score: -5055655.500000 Penalty: 5492.981934
	Iteration 15Q: 3 clusters Score -5055656 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 64143 members 
Entering Unmasked Estep 
Score: -5055699.000000 Penalty: 5492.981934
	Iteration 16Q: 3 clusters Score -5055699 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 64175 members 
Entering Unmasked Estep 
Score: -5055728.000000 Penalty: 5492.981934
	Iteration 17Q: 3 clusters Score -5055728 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 64191 members 
Entering Unmasked Estep 
Score: -5055761.500000 Penalty: 5492.981934
	Iteration 18Q: 3 clusters Score -5055762 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 64201 members 
Entering Unmasked Estep 
Score: -5055778.000000 Penalty: 5492.981934
	Iteration 19Q: 3 clusters Score -5055778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 64209 members 
Entering Unmasked Estep 
Score: -5055790.000000 Penalty: 5492.981934
	Iteration 20F: 3 clusters Score -5055790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 64213 members 
Entering Unmasked Estep 
Score: -5055789.000000 Penalty: 5492.981934
	Iteration 21Q: 3 clusters Score -5055789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 64214 members 
Entering Unmasked Estep 
Score: -5055798.500000 Penalty: 5492.981934
	Iteration 22Q: 3 clusters Score -5055798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 64215 members 
Entering Unmasked Estep 
Score: -5055796.000000 Penalty: 5492.981934
	Iteration 23Q: 3 clusters Score -5055796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 64221 members 
Entering Unmasked Estep 
Score: -5055803.000000 Penalty: 5492.981934
	Iteration 24Q: 3 clusters Score -5055803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 64222 members 
Entering Unmasked Estep 
Score: -5055811.500000 Penalty: 5492.981934
	Iteration 25Q: 3 clusters Score -5055812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 64224 members 
Entering Unmasked Estep 
Score: -5055814.500000 Penalty: 5492.981934
	Iteration 26Q: 3 clusters Score -5055814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 64224 members 
Entering Unmasked Estep 
Score: -5055814.500000 Penalty: 5492.981934
	Iteration 27F: 3 clusters Score -5055814 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Entering Unmasked Estep 
Score: -150683.750000 Penalty: 1931.682007
	Iteration 0F: 2 clusters Score -150683.8 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 1247 members 
Entering Unmasked Estep 
Score: -147832.265625 Penalty: 3863.364014
	Iteration 0F: 3 clusters Score -147832.3 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -148712.593750 Penalty: 3863.364014
	Iteration 1F: 3 clusters Score -148712.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -149137.250000 Penalty: 3863.364014
	Iteration 2F: 3 clusters Score -149137.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -149422.843750 Penalty: 3863.364014
	Iteration 3F: 3 clusters Score -149422.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -149564.015625 Penalty: 3863.364014
	Iteration 4F: 3 clusters Score -149564 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -149644.250000 Penalty: 3863.364014
	Iteration 5Q: 3 clusters Score -149644.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -149687.781250 Penalty: 3863.364014
	Iteration 6Q: 3 clusters Score -149687.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -149727.734375 Penalty: 3863.364014
	Iteration 7Q: 3 clusters Score -149727.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -149760.750000 Penalty: 3863.364014
	Iteration 8Q: 3 clusters Score -149760.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -149777.562500 Penalty: 3863.364014
	Iteration 9Q: 3 clusters Score -149777.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -149799.984375 Penalty: 3863.364014
	Iteration 10Q: 3 clusters Score -149800 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -149823.515625 Penalty: 3863.364014
	Iteration 11Q: 3 clusters Score -149823.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -149841.125000 Penalty: 3863.364014
	Iteration 12Q: 3 clusters Score -149841.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -149853.500000 Penalty: 3863.364014
	Iteration 13Q: 3 clusters Score -149853.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -149864.484375 Penalty: 3863.364014
	Iteration 14Q: 3 clusters Score -149864.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -149870.953125 Penalty: 3863.364014
	Iteration 15Q: 3 clusters Score -149871 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -149874.984375 Penalty: 3863.364014
	Iteration 16Q: 3 clusters Score -149875 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -149879.187500 Penalty: 3863.364014
	Iteration 17Q: 3 clusters Score -149879.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -149882.062500 Penalty: 3863.364014
	Iteration 18Q: 3 clusters Score -149882.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -149883.453125 Penalty: 3863.364014
	Iteration 19Q: 3 clusters Score -149883.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -149885.203125 Penalty: 3863.364014
	Iteration 20F: 3 clusters Score -149885.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -149886.625000 Penalty: 3863.364014
	Iteration 21Q: 3 clusters Score -149886.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -149888.390625 Penalty: 3863.364014
	Iteration 22Q: 3 clusters Score -149888.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -149889.781250 Penalty: 3863.364014
	Iteration 23Q: 3 clusters Score -149889.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -149891.765625 Penalty: 3863.364014
	Iteration 24Q: 3 clusters Score -149891.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -149893.687500 Penalty: 3863.364014
	Iteration 25Q: 3 clusters Score -149893.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -149896.328125 Penalty: 3863.364014
	Iteration 26Q: 3 clusters Score -149896.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -149899.203125 Penalty: 3863.364014
	Iteration 27Q: 3 clusters Score -149899.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -149903.765625 Penalty: 3863.364014
	Iteration 28Q: 3 clusters Score -149903.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -149907.187500 Penalty: 3863.364014
	Iteration 29Q: 3 clusters Score -149907.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -149909.562500 Penalty: 3863.364014
	Iteration 30Q: 3 clusters Score -149909.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -149912.531250 Penalty: 3863.364014
	Iteration 31Q: 3 clusters Score -149912.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -149914.000000 Penalty: 3863.364014
	Iteration 32Q: 3 clusters Score -149914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -149915.140625 Penalty: 3863.364014
	Iteration 33Q: 3 clusters Score -149915.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -149915.578125 Penalty: 3863.364014
	Iteration 34Q: 3 clusters Score -149915.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -149917.078125 Penalty: 3863.364014
	Iteration 35Q: 3 clusters Score -149917.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -149917.078125 Penalty: 3863.364014
	Iteration 36F: 3 clusters Score -149917.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (23196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23196 members 
Entering Unmasked Estep 
Score: -1832431.375000 Penalty: 2492.830322
	Iteration 0F: 2 clusters Score -1832431 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -1816331.750000 Penalty: 4985.660645
	Iteration 0F: 3 clusters Score -1816332 nChanged 10338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -1822335.750000 Penalty: 4985.660645
	Iteration 1F: 3 clusters Score -1822336 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -1823275.875000 Penalty: 4985.660645
	Iteration 2F: 3 clusters Score -1823276 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -1824114.375000 Penalty: 4985.660645
	Iteration 3F: 3 clusters Score -1824114 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -1824794.750000 Penalty: 4985.660645
	Iteration 4F: 3 clusters Score -1824795 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -1825397.750000 Penalty: 4985.660645
	Iteration 5F: 3 clusters Score -1825398 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -1825921.000000 Penalty: 4985.660645
	Iteration 6Q: 3 clusters Score -1825921 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -1826408.000000 Penalty: 4985.660645
	Iteration 7Q: 3 clusters Score -1826408 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -1826934.625000 Penalty: 4985.660645
	Iteration 8Q: 3 clusters Score -1826935 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -1827400.375000 Penalty: 4985.660645
	Iteration 9Q: 3 clusters Score -1827400 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -1827757.750000 Penalty: 4985.660645
	Iteration 10Q: 3 clusters Score -1827758 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -1828055.250000 Penalty: 4985.660645
	Iteration 11Q: 3 clusters Score -1828055 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -1828287.500000 Penalty: 4985.660645
	Iteration 12Q: 3 clusters Score -1828288 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -1828445.875000 Penalty: 4985.660645
	Iteration 13Q: 3 clusters Score -1828446 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -1828598.500000 Penalty: 4985.660645
	Iteration 14Q: 3 clusters Score -1828598 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -1828745.250000 Penalty: 4985.660645
	Iteration 15Q: 3 clusters Score -1828745 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -1828901.875000 Penalty: 4985.660645
	Iteration 16Q: 3 clusters Score -1828902 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1829054.250000 Penalty: 4985.660645
	Iteration 17Q: 3 clusters Score -1829054 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15897 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1829206.000000 Penalty: 4985.660645
	Iteration 18Q: 3 clusters Score -1829206 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16307 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1829365.250000 Penalty: 4985.660645
	Iteration 19Q: 3 clusters Score -1829365 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1829516.625000 Penalty: 4985.660645
	Iteration 20F: 3 clusters Score -1829517 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1829678.125000 Penalty: 4985.660645
	Iteration 21Q: 3 clusters Score -1829678 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17573 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1829850.625000 Penalty: 4985.660645
	Iteration 22Q: 3 clusters Score -1829851 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18001 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1830047.000000 Penalty: 4985.660645
	Iteration 23Q: 3 clusters Score -1830047 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1830244.000000 Penalty: 4985.660645
	Iteration 24Q: 3 clusters Score -1830244 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18865 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1830441.500000 Penalty: 4985.660645
	Iteration 25Q: 3 clusters Score -1830442 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19251 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1830624.125000 Penalty: 4985.660645
	Iteration 26Q: 3 clusters Score -1830624 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19610 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1830789.000000 Penalty: 4985.660645
	Iteration 27Q: 3 clusters Score -1830789 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19917 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1830936.500000 Penalty: 4985.660645
	Iteration 28Q: 3 clusters Score -1830936 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20217 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1831102.750000 Penalty: 4985.660645
	Iteration 29Q: 3 clusters Score -1831103 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20502 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -1831244.625000 Penalty: 4985.660645
	Iteration 30Q: 3 clusters Score -1831245 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20753 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1831393.750000 Penalty: 4985.660645
	Iteration 31Q: 3 clusters Score -1831394 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20980 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1831514.375000 Penalty: 4985.660645
	Iteration 32Q: 3 clusters Score -1831514 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21173 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1831632.750000 Penalty: 4985.660645
	Iteration 33Q: 3 clusters Score -1831633 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21333 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1831730.750000 Penalty: 4985.660645
	Iteration 34Q: 3 clusters Score -1831731 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21472 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1831824.375000 Penalty: 4985.660645
	Iteration 35Q: 3 clusters Score -1831824 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21576 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1831894.125000 Penalty: 4985.660645
	Iteration 36Q: 3 clusters Score -1831894 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21649 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1831943.000000 Penalty: 4985.660645
	Iteration 37Q: 3 clusters Score -1831943 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21700 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1831968.500000 Penalty: 4985.660645
	Iteration 38Q: 3 clusters Score -1831968 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21730 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1831986.500000 Penalty: 4985.660645
	Iteration 39Q: 3 clusters Score -1831986 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21743 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1831986.750000 Penalty: 4985.660645
	Iteration 40F: 3 clusters Score -1831987 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21759 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1831987.000000 Penalty: 4985.660645
	Iteration 41Q: 3 clusters Score -1831987 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21769 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1831989.500000 Penalty: 4985.660645
	Iteration 42Q: 3 clusters Score -1831990 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21779 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1831992.375000 Penalty: 4985.660645
	Iteration 43Q: 3 clusters Score -1831992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21784 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1831993.500000 Penalty: 4985.660645
	Iteration 44Q: 3 clusters Score -1831994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21788 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1831993.750000 Penalty: 4985.660645
	Iteration 45Q: 3 clusters Score -1831994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21791 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1831994.000000 Penalty: 4985.660645
	Iteration 46Q: 3 clusters Score -1831994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21794 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1831996.000000 Penalty: 4985.660645
	Iteration 47Q: 3 clusters Score -1831996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21795 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1831995.375000 Penalty: 4985.660645
	Iteration 48Q: 3 clusters Score -1831995 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21795 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1831995.375000 Penalty: 4985.660645
	Iteration 49F: 3 clusters Score -1831995 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Entering Unmasked Estep 
Score: -334564.000000 Penalty: 2076.755859
	Iteration 0F: 2 clusters Score -334564 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 2125 members 
Entering Unmasked Estep 
Score: -330471.156250 Penalty: 4153.511719
	Iteration 0F: 3 clusters Score -330471.2 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -331477.312500 Penalty: 4153.511719
	Iteration 1F: 3 clusters Score -331477.3 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -331767.968750 Penalty: 4153.511719
	Iteration 2F: 3 clusters Score -331768 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -331950.906250 Penalty: 4153.511719
	Iteration 3F: 3 clusters Score -331950.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -332086.187500 Penalty: 4153.511719
	Iteration 4Q: 3 clusters Score -332086.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -332200.718750 Penalty: 4153.511719
	Iteration 5Q: 3 clusters Score -332200.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -332306.281250 Penalty: 4153.511719
	Iteration 6Q: 3 clusters Score -332306.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -332387.812500 Penalty: 4153.511719
	Iteration 7Q: 3 clusters Score -332387.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -332449.468750 Penalty: 4153.511719
	Iteration 8Q: 3 clusters Score -332449.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -332526.125000 Penalty: 4153.511719
	Iteration 9Q: 3 clusters Score -332526.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -332603.562500 Penalty: 4153.511719
	Iteration 10Q: 3 clusters Score -332603.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -332668.031250 Penalty: 4153.511719
	Iteration 11Q: 3 clusters Score -332668 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -332726.375000 Penalty: 4153.511719
	Iteration 12Q: 3 clusters Score -332726.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -332785.125000 Penalty: 4153.511719
	Iteration 13Q: 3 clusters Score -332785.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -332824.187500 Penalty: 4153.511719
	Iteration 14Q: 3 clusters Score -332824.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -332853.781250 Penalty: 4153.511719
	Iteration 15Q: 3 clusters Score -332853.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -332874.750000 Penalty: 4153.511719
	Iteration 16Q: 3 clusters Score -332874.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -332891.000000 Penalty: 4153.511719
	Iteration 17Q: 3 clusters Score -332891 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -332900.562500 Penalty: 4153.511719
	Iteration 18Q: 3 clusters Score -332900.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -332909.625000 Penalty: 4153.511719
	Iteration 19Q: 3 clusters Score -332909.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -332919.500000 Penalty: 4153.511719
	Iteration 20F: 3 clusters Score -332919.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -332923.218750 Penalty: 4153.511719
	Iteration 21Q: 3 clusters Score -332923.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -332927.187500 Penalty: 4153.511719
	Iteration 22Q: 3 clusters Score -332927.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -332931.093750 Penalty: 4153.511719
	Iteration 23Q: 3 clusters Score -332931.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -332934.125000 Penalty: 4153.511719
	Iteration 24Q: 3 clusters Score -332934.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -332937.531250 Penalty: 4153.511719
	Iteration 25Q: 3 clusters Score -332937.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -332941.843750 Penalty: 4153.511719
	Iteration 26Q: 3 clusters Score -332941.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -332944.531250 Penalty: 4153.511719
	Iteration 27Q: 3 clusters Score -332944.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -332947.656250 Penalty: 4153.511719
	Iteration 28Q: 3 clusters Score -332947.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -332949.187500 Penalty: 4153.511719
	Iteration 29Q: 3 clusters Score -332949.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -332950.593750 Penalty: 4153.511719
	Iteration 30Q: 3 clusters Score -332950.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -332950.593750 Penalty: 4153.511719
	Iteration 31F: 3 clusters Score -332950.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15801 members 
Entering Unmasked Estep 
Score: -1302389.875000 Penalty: 2397.621582
	Iteration 0F: 2 clusters Score -1302390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1291028.750000 Penalty: 4795.243164
	Iteration 0F: 3 clusters Score -1291029 nChanged 6722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1294791.125000 Penalty: 4795.243164
	Iteration 1F: 3 clusters Score -1294791 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -1295434.125000 Penalty: 4795.243164
	Iteration 2F: 3 clusters Score -1295434 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -1296227.375000 Penalty: 4795.243164
	Iteration 3F: 3 clusters Score -1296227 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -1297125.250000 Penalty: 4795.243164
	Iteration 4F: 3 clusters Score -1297125 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -1298127.500000 Penalty: 4795.243164
	Iteration 5F: 3 clusters Score -1298128 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -1299020.000000 Penalty: 4795.243164
	Iteration 6F: 3 clusters Score -1299020 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -1299662.250000 Penalty: 4795.243164
	Iteration 7F: 3 clusters Score -1299662 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -1300013.375000 Penalty: 4795.243164
	Iteration 8Q: 3 clusters Score -1300013 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -1300217.250000 Penalty: 4795.243164
	Iteration 9Q: 3 clusters Score -1300217 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -1300341.625000 Penalty: 4795.243164
	Iteration 10Q: 3 clusters Score -1300342 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -1300436.500000 Penalty: 4795.243164
	Iteration 11Q: 3 clusters Score -1300436 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -1300494.875000 Penalty: 4795.243164
	Iteration 12Q: 3 clusters Score -1300495 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -1300540.875000 Penalty: 4795.243164
	Iteration 13Q: 3 clusters Score -1300541 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -1300584.375000 Penalty: 4795.243164
	Iteration 14Q: 3 clusters Score -1300584 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -1300619.125000 Penalty: 4795.243164
	Iteration 15Q: 3 clusters Score -1300619 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -1300654.000000 Penalty: 4795.243164
	Iteration 16Q: 3 clusters Score -1300654 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -1300678.500000 Penalty: 4795.243164
	Iteration 17Q: 3 clusters Score -1300678 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -1300697.125000 Penalty: 4795.243164
	Iteration 18Q: 3 clusters Score -1300697 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -1300715.125000 Penalty: 4795.243164
	Iteration 19Q: 3 clusters Score -1300715 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -1300724.500000 Penalty: 4795.243164
	Iteration 20F: 3 clusters Score -1300724 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -1300741.500000 Penalty: 4795.243164
	Iteration 21Q: 3 clusters Score -1300742 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -1300749.625000 Penalty: 4795.243164
	Iteration 22Q: 3 clusters Score -1300750 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -1300764.500000 Penalty: 4795.243164
	Iteration 23Q: 3 clusters Score -1300764 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -1300781.750000 Penalty: 4795.243164
	Iteration 24Q: 3 clusters Score -1300782 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -1300799.625000 Penalty: 4795.243164
	Iteration 25Q: 3 clusters Score -1300800 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 14160 members 
Entering Unmasked Estep 
Score: -1300812.000000 Penalty: 4795.243164
	Iteration 26Q: 3 clusters Score -1300812 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 14199 members 
Entering Unmasked Estep 
Score: -1300829.250000 Penalty: 4795.243164
	Iteration 27Q: 3 clusters Score -1300829 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -1300842.500000 Penalty: 4795.243164
	Iteration 28Q: 3 clusters Score -1300842 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 14265 members 
Entering Unmasked Estep 
Score: -1300855.250000 Penalty: 4795.243164
	Iteration 29Q: 3 clusters Score -1300855 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -1300862.750000 Penalty: 4795.243164
	Iteration 30Q: 3 clusters Score -1300863 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -1300866.625000 Penalty: 4795.243164
	Iteration 31Q: 3 clusters Score -1300867 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -1300880.500000 Penalty: 4795.243164
	Iteration 32Q: 3 clusters Score -1300880 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -1300891.000000 Penalty: 4795.243164
	Iteration 33Q: 3 clusters Score -1300891 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -1300903.875000 Penalty: 4795.243164
	Iteration 34Q: 3 clusters Score -1300904 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -1300914.125000 Penalty: 4795.243164
	Iteration 35Q: 3 clusters Score -1300914 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -1300939.750000 Penalty: 4795.243164
	Iteration 36Q: 3 clusters Score -1300940 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 14536 members 
Entering Unmasked Estep 
Score: -1300958.625000 Penalty: 4795.243164
	Iteration 37Q: 3 clusters Score -1300959 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -1300978.000000 Penalty: 4795.243164
	Iteration 38Q: 3 clusters Score -1300978 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -1300994.750000 Penalty: 4795.243164
	Iteration 39Q: 3 clusters Score -1300995 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -1301004.750000 Penalty: 4795.243164
	Iteration 40F: 3 clusters Score -1301005 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -1301010.250000 Penalty: 4795.243164
	Iteration 41Q: 3 clusters Score -1301010 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -1301019.875000 Penalty: 4795.243164
	Iteration 42Q: 3 clusters Score -1301020 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -1301025.500000 Penalty: 4795.243164
	Iteration 43Q: 3 clusters Score -1301026 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 14716 members 
Entering Unmasked Estep 
Score: -1301029.125000 Penalty: 4795.243164
	Iteration 44Q: 3 clusters Score -1301029 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -1301032.000000 Penalty: 4795.243164
	Iteration 45Q: 3 clusters Score -1301032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -1301032.000000 Penalty: 4795.243164
	Iteration 46Q: 3 clusters Score -1301032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -1301032.500000 Penalty: 4795.243164
	Iteration 47Q: 3 clusters Score -1301032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -1301035.875000 Penalty: 4795.243164
	Iteration 48Q: 3 clusters Score -1301036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -1301035.875000 Penalty: 4795.243164
	Iteration 49F: 3 clusters Score -1301036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (75960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75960 members 
Entering Unmasked Estep 
Score: -6131262.000000 Penalty: 2787.014404
	Iteration 0F: 2 clusters Score -6131262 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 37869 members 
Entering Unmasked Estep 
Score: -6080401.500000 Penalty: 5574.028809
	Iteration 0F: 3 clusters Score -6080402 nChanged 35678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39349 members 
Mstep: Class 2 contains 36611 members 
Entering Unmasked Estep 
Score: -6100761.500000 Penalty: 5574.028809
	Iteration 1F: 3 clusters Score -6100762 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40094 members 
Mstep: Class 2 contains 35866 members 
Entering Unmasked Estep 
Score: -6101557.500000 Penalty: 5574.028809
	Iteration 2Q: 3 clusters Score -6101558 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41138 members 
Mstep: Class 2 contains 34822 members 
Entering Unmasked Estep 
Score: -6102524.000000 Penalty: 5574.028809
	Iteration 3Q: 3 clusters Score -6102524 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42587 members 
Mstep: Class 2 contains 33373 members 
Entering Unmasked Estep 
Score: -6104003.000000 Penalty: 5574.028809
	Iteration 4Q: 3 clusters Score -6104003 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44608 members 
Mstep: Class 2 contains 31352 members 
Entering Unmasked Estep 
Score: -6106048.500000 Penalty: 5574.028809
	Iteration 5Q: 3 clusters Score -6106048 nChanged 4486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47228 members 
Mstep: Class 2 contains 28732 members 
Entering Unmasked Estep 
Score: -6108896.500000 Penalty: 5574.028809
	Iteration 6F: 3 clusters Score -6108896 nChanged 5109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50295 members 
Mstep: Class 2 contains 25665 members 
Entering Unmasked Estep 
Score: -6112520.000000 Penalty: 5574.028809
	Iteration 7F: 3 clusters Score -6112520 nChanged 5281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53448 members 
Mstep: Class 2 contains 22512 members 
Entering Unmasked Estep 
Score: -6116637.000000 Penalty: 5574.028809
	Iteration 8F: 3 clusters Score -6116637 nChanged 4739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56179 members 
Mstep: Class 2 contains 19781 members 
Entering Unmasked Estep 
Score: -6120375.500000 Penalty: 5574.028809
	Iteration 9F: 3 clusters Score -6120376 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58023 members 
Mstep: Class 2 contains 17937 members 
Entering Unmasked Estep 
Score: -6123183.000000 Penalty: 5574.028809
	Iteration 10Q: 3 clusters Score -6123183 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59036 members 
Mstep: Class 2 contains 16924 members 
Entering Unmasked Estep 
Score: -6124848.500000 Penalty: 5574.028809
	Iteration 11Q: 3 clusters Score -6124848 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59682 members 
Mstep: Class 2 contains 16278 members 
Entering Unmasked Estep 
Score: -6125683.000000 Penalty: 5574.028809
	Iteration 12Q: 3 clusters Score -6125683 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60158 members 
Mstep: Class 2 contains 15802 members 
Entering Unmasked Estep 
Score: -6126095.500000 Penalty: 5574.028809
	Iteration 13Q: 3 clusters Score -6126096 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60597 members 
Mstep: Class 2 contains 15363 members 
Entering Unmasked Estep 
Score: -6126377.000000 Penalty: 5574.028809
	Iteration 14Q: 3 clusters Score -6126377 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61003 members 
Mstep: Class 2 contains 14957 members 
Entering Unmasked Estep 
Score: -6126540.000000 Penalty: 5574.028809
	Iteration 15Q: 3 clusters Score -6126540 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61376 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -6126655.000000 Penalty: 5574.028809
	Iteration 16Q: 3 clusters Score -6126655 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61757 members 
Mstep: Class 2 contains 14203 members 
Entering Unmasked Estep 
Score: -6126748.000000 Penalty: 5574.028809
	Iteration 17Q: 3 clusters Score -6126748 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62105 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -6126775.000000 Penalty: 5574.028809
	Iteration 18Q: 3 clusters Score -6126775 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62422 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -6126873.500000 Penalty: 5574.028809
	Iteration 19Q: 3 clusters Score -6126874 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62731 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -6126941.500000 Penalty: 5574.028809
	Iteration 20F: 3 clusters Score -6126942 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63034 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -6127007.000000 Penalty: 5574.028809
	Iteration 21Q: 3 clusters Score -6127007 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63337 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -6127020.500000 Penalty: 5574.028809
	Iteration 22Q: 3 clusters Score -6127020 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63647 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -6127051.500000 Penalty: 5574.028809
	Iteration 23Q: 3 clusters Score -6127052 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63947 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -6127088 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64255 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -6127110 nChanged 300
Entering Unmasked Mstep 
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Mstep: Class 1 contains 64555 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -6127172 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64865 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -6127264 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65197 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -6127315.000000 Penalty: 5574.028809
	Iteration 28Q: 3 clusters Score -6127315 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65536 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -6127368 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65858 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -6127427.500000 Penalty: 5574.028809
	Iteration 30Q: 3 clusters Score -6127428 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66145 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -6127455.000000 Penalty: 5574.028809
	Iteration 31Q: 3 clusters Score -6127455 nChanged 308
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66451 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -6127524 nChanged 286
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66735 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -6127552 nChanged 260
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66991 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -6127599 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67243 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -6127642.000000 Penalty: 5574.028809
	Iteration 35Q: 3 clusters Score -6127642 nChanged 267
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67506 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -6127689 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67747 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -6127701.500000 Penalty: 5574.028809
	Iteration 37Q: 3 clusters Score -6127702 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67984 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -6127746 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68216 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -6127801.000000 Penalty: 5574.028809
	Iteration 39Q: 3 clusters Score -6127801 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68474 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -6127858.000000 Penalty: 5574.028809
	Iteration 40F: 3 clusters Score -6127858 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68728 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -6127905.000000 Penalty: 5574.028809
	Iteration 41Q: 3 clusters Score -6127905 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68954 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -6127928 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69210 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -6127988 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69476 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -6128028 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69739 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -6128066 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69988 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -6128090.500000 Penalty: 5574.028809
	Iteration 46Q: 3 clusters Score -6128090 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70239 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -6128163.500000 Penalty: 5574.028809
	Iteration 47Q: 3 clusters Score -6128164 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70488 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -6128227.000000 Penalty: 5574.028809
	Iteration 48Q: 3 clusters Score -6128227 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70720 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -6128255.500000 Penalty: 5574.028809
	Iteration 49Q: 3 clusters Score -6128256 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70927 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -6128324.000000 Penalty: 5574.028809
	Iteration 50Q: 3 clusters Score -6128324 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71111 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -6128377.500000 Penalty: 5574.028809
	Iteration 51Q: 3 clusters Score -6128378 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71299 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -6128402.000000 Penalty: 5574.028809
	Iteration 52Q: 3 clusters Score -6128402 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71480 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -6128438.000000 Penalty: 5574.028809
	Iteration 53Q: 3 clusters Score -6128438 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71673 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -6128463.500000 Penalty: 5574.028809
	Iteration 54Q: 3 clusters Score -6128464 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71863 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -6128509.000000 Penalty: 5574.028809
	Iteration 55Q: 3 clusters Score -6128509 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72056 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -6128564 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72224 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -6128628 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72376 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -6128645.500000 Penalty: 5574.028809
	Iteration 58Q: 3 clusters Score -6128646 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72511 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -6128714 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72638 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -6128736.500000 Penalty: 5574.028809
	Iteration 60F: 3 clusters Score -6128736 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72770 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -6128791.500000 Penalty: 5574.028809
	Iteration 61Q: 3 clusters Score -6128792 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72904 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -6128817.500000 Penalty: 5574.028809
	Iteration 62Q: 3 clusters Score -6128818 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73048 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -6128855.500000 Penalty: 5574.028809
	Iteration 63Q: 3 clusters Score -6128856 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73173 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -6128893.500000 Penalty: 5574.028809
	Iteration 64Q: 3 clusters Score -6128894 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73280 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -6128927.500000 Penalty: 5574.028809
	Iteration 65Q: 3 clusters Score -6128928 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73381 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -6128968.500000 Penalty: 5574.028809
	Iteration 66Q: 3 clusters Score -6128968 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73466 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -6128988.000000 Penalty: 5574.028809
	Iteration 67Q: 3 clusters Score -6128988 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73548 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -6129031.000000 Penalty: 5574.028809
	Iteration 68Q: 3 clusters Score -6129031 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73619 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -6129047.500000 Penalty: 5574.028809
	Iteration 69Q: 3 clusters Score -6129048 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73686 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -6129069.500000 Penalty: 5574.028809
	Iteration 70Q: 3 clusters Score -6129070 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73747 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -6129093.000000 Penalty: 5574.028809
	Iteration 71Q: 3 clusters Score -6129093 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73790 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -6129112.500000 Penalty: 5574.028809
	Iteration 72Q: 3 clusters Score -6129112 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73835 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -6129135.500000 Penalty: 5574.028809
	Iteration 73Q: 3 clusters Score -6129136 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73880 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -6129136.000000 Penalty: 5574.028809
	Iteration 74Q: 3 clusters Score -6129136 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73913 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -6129156.000000 Penalty: 5574.028809
	Iteration 75Q: 3 clusters Score -6129156 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73936 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -6129150.000000 Penalty: 5574.028809
	Iteration 76Q: 3 clusters Score -6129150 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73956 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -6129158.500000 Penalty: 5574.028809
	Iteration 77Q: 3 clusters Score -6129158 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73980 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -6129175.000000 Penalty: 5574.028809
	Iteration 78Q: 3 clusters Score -6129175 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73991 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -6129182.500000 Penalty: 5574.028809
	Iteration 79Q: 3 clusters Score -6129182 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74006 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -6129189.500000 Penalty: 5574.028809
	Iteration 80F: 3 clusters Score -6129190 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74021 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -6129187.500000 Penalty: 5574.028809
	Iteration 81Q: 3 clusters Score -6129188 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74029 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -6129188.500000 Penalty: 5574.028809
	Iteration 82Q: 3 clusters Score -6129188 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74041 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -6129192.500000 Penalty: 5574.028809
	Iteration 83Q: 3 clusters Score -6129192 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74050 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -6129193.000000 Penalty: 5574.028809
	Iteration 84Q: 3 clusters Score -6129193 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74057 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -6129192.500000 Penalty: 5574.028809
	Iteration 85Q: 3 clusters Score -6129192 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74063 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -6129195.000000 Penalty: 5574.028809
	Iteration 86Q: 3 clusters Score -6129195 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74068 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -6129192.500000 Penalty: 5574.028809
	Iteration 87Q: 3 clusters Score -6129192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74074 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -6129195.500000 Penalty: 5574.028809
	Iteration 88Q: 3 clusters Score -6129196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74083 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -6129191.500000 Penalty: 5574.028809
	Iteration 89Q: 3 clusters Score -6129192 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74094 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -6129195.500000 Penalty: 5574.028809
	Iteration 90Q: 3 clusters Score -6129196 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74106 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -6129204.000000 Penalty: 5574.028809
	Iteration 91Q: 3 clusters Score -6129204 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74116 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -6129214.500000 Penalty: 5574.028809
	Iteration 92Q: 3 clusters Score -6129214 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74127 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -6129219.500000 Penalty: 5574.028809
	Iteration 93Q: 3 clusters Score -6129220 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74134 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -6129215.500000 Penalty: 5574.028809
	Iteration 94Q: 3 clusters Score -6129216 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74142 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -6129216.000000 Penalty: 5574.028809
	Iteration 95Q: 3 clusters Score -6129216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74149 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -6129215.500000 Penalty: 5574.028809
	Iteration 96Q: 3 clusters Score -6129216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74155 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -6129220.500000 Penalty: 5574.028809
	Iteration 97Q: 3 clusters Score -6129220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74162 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -6129221.000000 Penalty: 5574.028809
	Iteration 98Q: 3 clusters Score -6129221 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74169 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -6129222.000000 Penalty: 5574.028809
	Iteration 99Q: 3 clusters Score -6129222 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74180 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -6129222.000000 Penalty: 5574.028809
	Iteration 100F: 3 clusters Score -6129222 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74191 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -6129234.500000 Penalty: 5574.028809
	Iteration 101Q: 3 clusters Score -6129234 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74200 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -6129231.000000 Penalty: 5574.028809
	Iteration 102Q: 3 clusters Score -6129231 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74205 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -6129235.500000 Penalty: 5574.028809
	Iteration 103Q: 3 clusters Score -6129236 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74212 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -6129246.000000 Penalty: 5574.028809
	Iteration 104Q: 3 clusters Score -6129246 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74223 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -6129238.500000 Penalty: 5574.028809
	Iteration 105Q: 3 clusters Score -6129238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74231 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -6129244.000000 Penalty: 5574.028809
	Iteration 106Q: 3 clusters Score -6129244 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74240 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -6129242.500000 Penalty: 5574.028809
	Iteration 107Q: 3 clusters Score -6129242 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74245 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -6129249.000000 Penalty: 5574.028809
	Iteration 108Q: 3 clusters Score -6129249 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74250 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -6129249.000000 Penalty: 5574.028809
	Iteration 109Q: 3 clusters Score -6129249 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74253 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -6129242.000000 Penalty: 5574.028809
	Iteration 110Q: 3 clusters Score -6129242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74254 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -6129241.500000 Penalty: 5574.028809
	Iteration 111Q: 3 clusters Score -6129242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74254 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -6129242.000000 Penalty: 5574.028809
	Iteration 112Q: 3 clusters Score -6129242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74254 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -6129242.000000 Penalty: 5574.028809
	Iteration 113F: 3 clusters Score -6129242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Entering Unmasked Estep 
Score: -660146.437500 Penalty: 2250.197021
	Iteration 0F: 2 clusters Score -660146.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -653244.375000 Penalty: 4500.394043
	Iteration 0F: 3 clusters Score -653244.4 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -655265.187500 Penalty: 4500.394043
	Iteration 1F: 3 clusters Score -655265.2 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -655706.125000 Penalty: 4500.394043
	Iteration 2F: 3 clusters Score -655706.1 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -656128.000000 Penalty: 4500.394043
	Iteration 3F: 3 clusters Score -656128 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -656549.250000 Penalty: 4500.394043
	Iteration 4F: 3 clusters Score -656549.2 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -656911.062500 Penalty: 4500.394043
	Iteration 5F: 3 clusters Score -656911.1 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -657199.000000 Penalty: 4500.394043
	Iteration 6F: 3 clusters Score -657199 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -657442.000000 Penalty: 4500.394043
	Iteration 7Q: 3 clusters Score -657442 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -657656.937500 Penalty: 4500.394043
	Iteration 8Q: 3 clusters Score -657656.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -657843.750000 Penalty: 4500.394043
	Iteration 9Q: 3 clusters Score -657843.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -658021.875000 Penalty: 4500.394043
	Iteration 10Q: 3 clusters Score -658021.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -658157.687500 Penalty: 4500.394043
	Iteration 11Q: 3 clusters Score -658157.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -658269.437500 Penalty: 4500.394043
	Iteration 12Q: 3 clusters Score -658269.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -658348.375000 Penalty: 4500.394043
	Iteration 13Q: 3 clusters Score -658348.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -658403.000000 Penalty: 4500.394043
	Iteration 14Q: 3 clusters Score -658403 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -658437.375000 Penalty: 4500.394043
	Iteration 15Q: 3 clusters Score -658437.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -658458.437500 Penalty: 4500.394043
	Iteration 16Q: 3 clusters Score -658458.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -658473.062500 Penalty: 4500.394043
	Iteration 17Q: 3 clusters Score -658473.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -658479.312500 Penalty: 4500.394043
	Iteration 18Q: 3 clusters Score -658479.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -658486.062500 Penalty: 4500.394043
	Iteration 19Q: 3 clusters Score -658486.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -658492.687500 Penalty: 4500.394043
	Iteration 20F: 3 clusters Score -658492.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -658495.625000 Penalty: 4500.394043
	Iteration 21Q: 3 clusters Score -658495.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -658501.687500 Penalty: 4500.394043
	Iteration 22Q: 3 clusters Score -658501.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -658505.562500 Penalty: 4500.394043
	Iteration 23Q: 3 clusters Score -658505.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -658510.312500 Penalty: 4500.394043
	Iteration 24Q: 3 clusters Score -658510.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -658513.250000 Penalty: 4500.394043
	Iteration 25Q: 3 clusters Score -658513.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -658515.750000 Penalty: 4500.394043
	Iteration 26Q: 3 clusters Score -658515.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -658516.562500 Penalty: 4500.394043
	Iteration 27Q: 3 clusters Score -658516.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -658519.250000 Penalty: 4500.394043
	Iteration 28Q: 3 clusters Score -658519.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -658517.437500 Penalty: 4500.394043
	Iteration 29Q: 3 clusters Score -658517.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -658519.125000 Penalty: 4500.394043
	Iteration 30Q: 3 clusters Score -658519.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -658517.687500 Penalty: 4500.394043
	Iteration 31Q: 3 clusters Score -658517.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -658520.312500 Penalty: 4500.394043
	Iteration 32Q: 3 clusters Score -658520.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -658519.062500 Penalty: 4500.394043
	Iteration 33Q: 3 clusters Score -658519.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -658519.187500 Penalty: 4500.394043
	Iteration 34Q: 3 clusters Score -658519.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -658519.937500 Penalty: 4500.394043
	Iteration 35Q: 3 clusters Score -658519.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -658522.312500 Penalty: 4500.394043
	Iteration 36Q: 3 clusters Score -658522.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -658520.437500 Penalty: 4500.394043
	Iteration 37Q: 3 clusters Score -658520.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -658523.312500 Penalty: 4500.394043
	Iteration 38Q: 3 clusters Score -658523.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -658524.187500 Penalty: 4500.394043
	Iteration 39Q: 3 clusters Score -658524.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -658525.750000 Penalty: 4500.394043
	Iteration 40F: 3 clusters Score -658525.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -658524.375000 Penalty: 4500.394043
	Iteration 41Q: 3 clusters Score -658524.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -658524.000000 Penalty: 4500.394043
	Iteration 42Q: 3 clusters Score -658524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -658526.750000 Penalty: 4500.394043
	Iteration 43Q: 3 clusters Score -658526.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -658527.937500 Penalty: 4500.394043
	Iteration 44Q: 3 clusters Score -658527.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -658527.437500 Penalty: 4500.394043
	Iteration 45Q: 3 clusters Score -658527.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -658527.625000 Penalty: 4500.394043
	Iteration 46Q: 3 clusters Score -658527.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -658528.437500 Penalty: 4500.394043
	Iteration 47Q: 3 clusters Score -658528.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -658527.625000 Penalty: 4500.394043
	Iteration 48Q: 3 clusters Score -658527.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -658529.750000 Penalty: 4500.394043
	Iteration 49Q: 3 clusters Score -658529.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -658528.312500 Penalty: 4500.394043
	Iteration 50Q: 3 clusters Score -658528.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -658529.062500 Penalty: 4500.394043
	Iteration 51Q: 3 clusters Score -658529.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -658529.500000 Penalty: 4500.394043
	Iteration 52Q: 3 clusters Score -658529.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -658529.500000 Penalty: 4500.394043
	Iteration 53F: 3 clusters Score -658529.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (20389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20389 members 
Entering Unmasked Estep 
Score: -1687041.000000 Penalty: 2460.842041
	Iteration 0F: 2 clusters Score -1687041 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -1672627.625000 Penalty: 4921.684082
	Iteration 0F: 3 clusters Score -1672628 nChanged 8982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -1677424.125000 Penalty: 4921.684082
	Iteration 1F: 3 clusters Score -1677424 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -1677818.125000 Penalty: 4921.684082
	Iteration 2F: 3 clusters Score -1677818 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -1678096.500000 Penalty: 4921.684082
	Iteration 3Q: 3 clusters Score -1678096 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -1678322.000000 Penalty: 4921.684082
	Iteration 4Q: 3 clusters Score -1678322 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -1678544.875000 Penalty: 4921.684082
	Iteration 5Q: 3 clusters Score -1678545 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -1678744.250000 Penalty: 4921.684082
	Iteration 6Q: 3 clusters Score -1678744 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -1678918.250000 Penalty: 4921.684082
	Iteration 7Q: 3 clusters Score -1678918 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -1679106.750000 Penalty: 4921.684082
	Iteration 8Q: 3 clusters Score -1679107 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -1679304.250000 Penalty: 4921.684082
	Iteration 9Q: 3 clusters Score -1679304 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -1679513.250000 Penalty: 4921.684082
	Iteration 10Q: 3 clusters Score -1679513 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -1679748.000000 Penalty: 4921.684082
	Iteration 11Q: 3 clusters Score -1679748 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -1680035.000000 Penalty: 4921.684082
	Iteration 12Q: 3 clusters Score -1680035 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -1680378.750000 Penalty: 4921.684082
	Iteration 13Q: 3 clusters Score -1680379 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -1680786.375000 Penalty: 4921.684082
	Iteration 14Q: 3 clusters Score -1680786 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -1681325.500000 Penalty: 4921.684082
	Iteration 15Q: 3 clusters Score -1681326 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -1681800.375000 Penalty: 4921.684082
	Iteration 16Q: 3 clusters Score -1681800 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -1682158.375000 Penalty: 4921.684082
	Iteration 17Q: 3 clusters Score -1682158 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -1682389.500000 Penalty: 4921.684082
	Iteration 18Q: 3 clusters Score -1682390 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -1682515.375000 Penalty: 4921.684082
	Iteration 19Q: 3 clusters Score -1682515 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -1682595.500000 Penalty: 4921.684082
	Iteration 20F: 3 clusters Score -1682596 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -1682647.625000 Penalty: 4921.684082
	Iteration 21Q: 3 clusters Score -1682648 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -1682684.375000 Penalty: 4921.684082
	Iteration 22Q: 3 clusters Score -1682684 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -1682719.125000 Penalty: 4921.684082
	Iteration 23Q: 3 clusters Score -1682719 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -1682752.875000 Penalty: 4921.684082
	Iteration 24Q: 3 clusters Score -1682753 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -1682796.875000 Penalty: 4921.684082
	Iteration 25Q: 3 clusters Score -1682797 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -1682830.625000 Penalty: 4921.684082
	Iteration 26Q: 3 clusters Score -1682831 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -1682867.250000 Penalty: 4921.684082
	Iteration 27Q: 3 clusters Score -1682867 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -1682907.250000 Penalty: 4921.684082
	Iteration 28Q: 3 clusters Score -1682907 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -1682941.875000 Penalty: 4921.684082
	Iteration 29Q: 3 clusters Score -1682942 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -1682973.625000 Penalty: 4921.684082
	Iteration 30Q: 3 clusters Score -1682974 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -1683008.500000 Penalty: 4921.684082
	Iteration 31Q: 3 clusters Score -1683008 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -1683032.875000 Penalty: 4921.684082
	Iteration 32Q: 3 clusters Score -1683033 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 14589 members 
Entering Unmasked Estep 
Score: -1683060.125000 Penalty: 4921.684082
	Iteration 33Q: 3 clusters Score -1683060 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -1683089.375000 Penalty: 4921.684082
	Iteration 34Q: 3 clusters Score -1683089 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -1683121.500000 Penalty: 4921.684082
	Iteration 35Q: 3 clusters Score -1683122 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -1683162.750000 Penalty: 4921.684082
	Iteration 36Q: 3 clusters Score -1683163 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -1683199.375000 Penalty: 4921.684082
	Iteration 37Q: 3 clusters Score -1683199 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -1683239.250000 Penalty: 4921.684082
	Iteration 38Q: 3 clusters Score -1683239 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -1683286.000000 Penalty: 4921.684082
	Iteration 39Q: 3 clusters Score -1683286 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -1683343.000000 Penalty: 4921.684082
	Iteration 40F: 3 clusters Score -1683343 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
Score: -1683390.250000 Penalty: 4921.684082
	Iteration 41Q: 3 clusters Score -1683390 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 16012 members 
Entering Unmasked Estep 
Score: -1683443.250000 Penalty: 4921.684082
	Iteration 42Q: 3 clusters Score -1683443 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 16189 members 
Entering Unmasked Estep 
Score: -1683501.750000 Penalty: 4921.684082
	Iteration 43Q: 3 clusters Score -1683502 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
Score: -1683535.000000 Penalty: 4921.684082
	Iteration 44Q: 3 clusters Score -1683535 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 16491 members 
Entering Unmasked Estep 
Score: -1683577.250000 Penalty: 4921.684082
	Iteration 45Q: 3 clusters Score -1683577 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 16642 members 
Entering Unmasked Estep 
Score: -1683635.625000 Penalty: 4921.684082
	Iteration 46Q: 3 clusters Score -1683636 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 16803 members 
Entering Unmasked Estep 
Score: -1683694.875000 Penalty: 4921.684082
	Iteration 47Q: 3 clusters Score -1683695 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -1683761.875000 Penalty: 4921.684082
	Iteration 48Q: 3 clusters Score -1683762 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -1683810.000000 Penalty: 4921.684082
	Iteration 49Q: 3 clusters Score -1683810 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 17303 members 
Entering Unmasked Estep 
Score: -1683872.375000 Penalty: 4921.684082
	Iteration 50Q: 3 clusters Score -1683872 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
Score: -1683927.250000 Penalty: 4921.684082
	Iteration 51Q: 3 clusters Score -1683927 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 17595 members 
Entering Unmasked Estep 
Score: -1683974.000000 Penalty: 4921.684082
	Iteration 52Q: 3 clusters Score -1683974 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 17731 members 
Entering Unmasked Estep 
Score: -1684019.125000 Penalty: 4921.684082
	Iteration 53Q: 3 clusters Score -1684019 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 17883 members 
Entering Unmasked Estep 
Score: -1684083.000000 Penalty: 4921.684082
	Iteration 54Q: 3 clusters Score -1684083 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 18029 members 
Entering Unmasked Estep 
Score: -1684142.250000 Penalty: 4921.684082
	Iteration 55Q: 3 clusters Score -1684142 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 18152 members 
Entering Unmasked Estep 
Score: -1684195.625000 Penalty: 4921.684082
	Iteration 56Q: 3 clusters Score -1684196 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 18292 members 
Entering Unmasked Estep 
Score: -1684251.750000 Penalty: 4921.684082
	Iteration 57Q: 3 clusters Score -1684252 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 18410 members 
Entering Unmasked Estep 
Score: -1684293.375000 Penalty: 4921.684082
	Iteration 58Q: 3 clusters Score -1684293 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 18519 members 
Entering Unmasked Estep 
Score: -1684336.375000 Penalty: 4921.684082
	Iteration 59Q: 3 clusters Score -1684336 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 18613 members 
Entering Unmasked Estep 
Score: -1684368.375000 Penalty: 4921.684082
	Iteration 60F: 3 clusters Score -1684368 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 18696 members 
Entering Unmasked Estep 
Score: -1684399.125000 Penalty: 4921.684082
	Iteration 61Q: 3 clusters Score -1684399 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 18784 members 
Entering Unmasked Estep 
Score: -1684426.875000 Penalty: 4921.684082
	Iteration 62Q: 3 clusters Score -1684427 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 18854 members 
Entering Unmasked Estep 
Score: -1684457.750000 Penalty: 4921.684082
	Iteration 63Q: 3 clusters Score -1684458 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 18925 members 
Entering Unmasked Estep 
Score: -1684488.500000 Penalty: 4921.684082
	Iteration 64Q: 3 clusters Score -1684488 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 18988 members 
Entering Unmasked Estep 
Score: -1684520.250000 Penalty: 4921.684082
	Iteration 65Q: 3 clusters Score -1684520 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 19054 members 
Entering Unmasked Estep 
Score: -1684552.750000 Penalty: 4921.684082
	Iteration 66Q: 3 clusters Score -1684553 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 19114 members 
Entering Unmasked Estep 
Score: -1684578.750000 Penalty: 4921.684082
	Iteration 67Q: 3 clusters Score -1684579 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 19176 members 
Entering Unmasked Estep 
Score: -1684607.375000 Penalty: 4921.684082
	Iteration 68Q: 3 clusters Score -1684607 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 19232 members 
Entering Unmasked Estep 
Score: -1684628.875000 Penalty: 4921.684082
	Iteration 69Q: 3 clusters Score -1684629 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 19278 members 
Entering Unmasked Estep 
Score: -1684653.000000 Penalty: 4921.684082
	Iteration 70Q: 3 clusters Score -1684653 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 19328 members 
Entering Unmasked Estep 
Score: -1684683.125000 Penalty: 4921.684082
	Iteration 71Q: 3 clusters Score -1684683 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 19369 members 
Entering Unmasked Estep 
Score: -1684707.375000 Penalty: 4921.684082
	Iteration 72Q: 3 clusters Score -1684707 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 19398 members 
Entering Unmasked Estep 
Score: -1684722.375000 Penalty: 4921.684082
	Iteration 73Q: 3 clusters Score -1684722 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 19431 members 
Entering Unmasked Estep 
Score: -1684741.250000 Penalty: 4921.684082
	Iteration 74Q: 3 clusters Score -1684741 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 19458 members 
Entering Unmasked Estep 
Score: -1684756.750000 Penalty: 4921.684082
	Iteration 75Q: 3 clusters Score -1684757 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 19487 members 
Entering Unmasked Estep 
Score: -1684778.625000 Penalty: 4921.684082
	Iteration 76Q: 3 clusters Score -1684779 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 19515 members 
Entering Unmasked Estep 
Score: -1684789.500000 Penalty: 4921.684082
	Iteration 77Q: 3 clusters Score -1684790 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 19535 members 
Entering Unmasked Estep 
Score: -1684800.000000 Penalty: 4921.684082
	Iteration 78Q: 3 clusters Score -1684800 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 19562 members 
Entering Unmasked Estep 
Score: -1684816.625000 Penalty: 4921.684082
	Iteration 79Q: 3 clusters Score -1684817 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 19594 members 
Entering Unmasked Estep 
Score: -1684848.000000 Penalty: 4921.684082
	Iteration 80F: 3 clusters Score -1684848 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 19629 members 
Entering Unmasked Estep 
Score: -1684873.750000 Penalty: 4921.684082
	Iteration 81Q: 3 clusters Score -1684874 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 19653 members 
Entering Unmasked Estep 
Score: -1684886.875000 Penalty: 4921.684082
	Iteration 82Q: 3 clusters Score -1684887 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 19674 members 
Entering Unmasked Estep 
Score: -1684903.500000 Penalty: 4921.684082
	Iteration 83Q: 3 clusters Score -1684904 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 19696 members 
Entering Unmasked Estep 
Score: -1684920.125000 Penalty: 4921.684082
	Iteration 84Q: 3 clusters Score -1684920 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 19711 members 
Entering Unmasked Estep 
Score: -1684927.500000 Penalty: 4921.684082
	Iteration 85Q: 3 clusters Score -1684928 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 19726 members 
Entering Unmasked Estep 
Score: -1684932.875000 Penalty: 4921.684082
	Iteration 86Q: 3 clusters Score -1684933 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 19736 members 
Entering Unmasked Estep 
Score: -1684935.625000 Penalty: 4921.684082
	Iteration 87Q: 3 clusters Score -1684936 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 19746 members 
Entering Unmasked Estep 
Score: -1684949.000000 Penalty: 4921.684082
	Iteration 88Q: 3 clusters Score -1684949 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 19751 members 
Entering Unmasked Estep 
Score: -1684953.125000 Penalty: 4921.684082
	Iteration 89Q: 3 clusters Score -1684953 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 19755 members 
Entering Unmasked Estep 
Score: -1684954.625000 Penalty: 4921.684082
	Iteration 90Q: 3 clusters Score -1684955 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 19759 members 
Entering Unmasked Estep 
Score: -1684957.875000 Penalty: 4921.684082
	Iteration 91Q: 3 clusters Score -1684958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 19764 members 
Entering Unmasked Estep 
Score: -1684963.875000 Penalty: 4921.684082
	Iteration 92Q: 3 clusters Score -1684964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 19771 members 
Entering Unmasked Estep 
Score: -1684968.000000 Penalty: 4921.684082
	Iteration 93Q: 3 clusters Score -1684968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 19779 members 
Entering Unmasked Estep 
Score: -1684971.250000 Penalty: 4921.684082
	Iteration 94Q: 3 clusters Score -1684971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 19782 members 
Entering Unmasked Estep 
Score: -1684971.250000 Penalty: 4921.684082
	Iteration 95Q: 3 clusters Score -1684971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 19783 members 
Entering Unmasked Estep 
Score: -1684971.000000 Penalty: 4921.684082
	Iteration 96Q: 3 clusters Score -1684971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 19784 members 
Entering Unmasked Estep 
Score: -1684972.875000 Penalty: 4921.684082
	Iteration 97Q: 3 clusters Score -1684973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 19788 members 
Entering Unmasked Estep 
Score: -1684976.250000 Penalty: 4921.684082
	Iteration 98Q: 3 clusters Score -1684976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 19789 members 
Entering Unmasked Estep 
Score: -1684976.500000 Penalty: 4921.684082
	Iteration 99Q: 3 clusters Score -1684976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 19789 members 
Entering Unmasked Estep 
Score: -1684976.500000 Penalty: 4921.684082
	Iteration 100F: 3 clusters Score -1684976 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (23919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23919 members 
Entering Unmasked Estep 
Score: -1692550.000000 Penalty: 2500.442139
	Iteration 0F: 2 clusters Score -1692550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -1675886.375000 Penalty: 5000.884277
	Iteration 0F: 3 clusters Score -1675886 nChanged 10713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -1681866.250000 Penalty: 5000.884277
	Iteration 1F: 3 clusters Score -1681866 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -1682460.250000 Penalty: 5000.884277
	Iteration 2F: 3 clusters Score -1682460 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -1682972.625000 Penalty: 5000.884277
	Iteration 3F: 3 clusters Score -1682973 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -1683475.125000 Penalty: 5000.884277
	Iteration 4Q: 3 clusters Score -1683475 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -1683965.000000 Penalty: 5000.884277
	Iteration 5Q: 3 clusters Score -1683965 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -1684462.000000 Penalty: 5000.884277
	Iteration 6Q: 3 clusters Score -1684462 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -1684956.500000 Penalty: 5000.884277
	Iteration 7Q: 3 clusters Score -1684956 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -1685487.000000 Penalty: 5000.884277
	Iteration 8Q: 3 clusters Score -1685487 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -1686005.500000 Penalty: 5000.884277
	Iteration 9Q: 3 clusters Score -1686006 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -1686475.000000 Penalty: 5000.884277
	Iteration 10Q: 3 clusters Score -1686475 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -1686933.875000 Penalty: 5000.884277
	Iteration 11Q: 3 clusters Score -1686934 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -1687308.875000 Penalty: 5000.884277
	Iteration 12Q: 3 clusters Score -1687309 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16002 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1687651.375000 Penalty: 5000.884277
	Iteration 13Q: 3 clusters Score -1687651 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1687980.125000 Penalty: 5000.884277
	Iteration 14Q: 3 clusters Score -1687980 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16961 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1688252.375000 Penalty: 5000.884277
	Iteration 15Q: 3 clusters Score -1688252 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17435 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1688533.125000 Penalty: 5000.884277
	Iteration 16Q: 3 clusters Score -1688533 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17900 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1688776.500000 Penalty: 5000.884277
	Iteration 17Q: 3 clusters Score -1688776 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18317 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1688978.125000 Penalty: 5000.884277
	Iteration 18Q: 3 clusters Score -1688978 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18694 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1689170.125000 Penalty: 5000.884277
	Iteration 19Q: 3 clusters Score -1689170 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19054 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1689364.625000 Penalty: 5000.884277
	Iteration 20F: 3 clusters Score -1689365 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19377 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1689532.250000 Penalty: 5000.884277
	Iteration 21Q: 3 clusters Score -1689532 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19657 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1689703.125000 Penalty: 5000.884277
	Iteration 22Q: 3 clusters Score -1689703 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19929 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1689850.250000 Penalty: 5000.884277
	Iteration 23Q: 3 clusters Score -1689850 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20171 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1689993.625000 Penalty: 5000.884277
	Iteration 24Q: 3 clusters Score -1689994 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20373 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1690096.500000 Penalty: 5000.884277
	Iteration 25Q: 3 clusters Score -1690096 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20603 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1690214.250000 Penalty: 5000.884277
	Iteration 26Q: 3 clusters Score -1690214 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20815 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1690298.125000 Penalty: 5000.884277
	Iteration 27Q: 3 clusters Score -1690298 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21008 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1690389.375000 Penalty: 5000.884277
	Iteration 28Q: 3 clusters Score -1690389 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21187 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1690453.625000 Penalty: 5000.884277
	Iteration 29Q: 3 clusters Score -1690454 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21323 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1690513.500000 Penalty: 5000.884277
	Iteration 30Q: 3 clusters Score -1690514 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21437 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1690545.375000 Penalty: 5000.884277
	Iteration 31Q: 3 clusters Score -1690545 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21538 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1690584.625000 Penalty: 5000.884277
	Iteration 32Q: 3 clusters Score -1690585 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21631 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1690614.500000 Penalty: 5000.884277
	Iteration 33Q: 3 clusters Score -1690614 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21718 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -1690639.250000 Penalty: 5000.884277
	Iteration 34Q: 3 clusters Score -1690639 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21806 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1690665.750000 Penalty: 5000.884277
	Iteration 35Q: 3 clusters Score -1690666 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21884 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1690701.125000 Penalty: 5000.884277
	Iteration 36Q: 3 clusters Score -1690701 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21953 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1690726.750000 Penalty: 5000.884277
	Iteration 37Q: 3 clusters Score -1690727 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22020 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1690759.500000 Penalty: 5000.884277
	Iteration 38Q: 3 clusters Score -1690760 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22091 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1690786.625000 Penalty: 5000.884277
	Iteration 39Q: 3 clusters Score -1690787 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22161 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1690823.125000 Penalty: 5000.884277
	Iteration 40F: 3 clusters Score -1690823 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22227 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1690855.875000 Penalty: 5000.884277
	Iteration 41Q: 3 clusters Score -1690856 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22283 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1690880.750000 Penalty: 5000.884277
	Iteration 42Q: 3 clusters Score -1690881 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22340 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1690900.500000 Penalty: 5000.884277
	Iteration 43Q: 3 clusters Score -1690900 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22391 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1690919.875000 Penalty: 5000.884277
	Iteration 44Q: 3 clusters Score -1690920 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22430 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1690937.500000 Penalty: 5000.884277
	Iteration 45Q: 3 clusters Score -1690938 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22454 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1690942.625000 Penalty: 5000.884277
	Iteration 46Q: 3 clusters Score -1690943 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22471 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1690958.375000 Penalty: 5000.884277
	Iteration 47Q: 3 clusters Score -1690958 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22491 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1690958.625000 Penalty: 5000.884277
	Iteration 48Q: 3 clusters Score -1690959 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22510 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1690968.375000 Penalty: 5000.884277
	Iteration 49Q: 3 clusters Score -1690968 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22518 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1690972.250000 Penalty: 5000.884277
	Iteration 50Q: 3 clusters Score -1690972 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22522 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1690974.625000 Penalty: 5000.884277
	Iteration 51Q: 3 clusters Score -1690975 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22528 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1690979.500000 Penalty: 5000.884277
	Iteration 52Q: 3 clusters Score -1690980 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22538 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1690980.125000 Penalty: 5000.884277
	Iteration 53Q: 3 clusters Score -1690980 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22545 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1690983.750000 Penalty: 5000.884277
	Iteration 54Q: 3 clusters Score -1690984 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22560 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1690990.500000 Penalty: 5000.884277
	Iteration 55Q: 3 clusters Score -1690990 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22571 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1690997.000000 Penalty: 5000.884277
	Iteration 56Q: 3 clusters Score -1690997 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22583 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1690997.875000 Penalty: 5000.884277
	Iteration 57Q: 3 clusters Score -1690998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22591 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1690997.875000 Penalty: 5000.884277
	Iteration 58Q: 3 clusters Score -1690998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22594 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1691000.375000 Penalty: 5000.884277
	Iteration 59Q: 3 clusters Score -1691000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22598 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1691003.500000 Penalty: 5000.884277
	Iteration 60F: 3 clusters Score -1691004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22605 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1691008.375000 Penalty: 5000.884277
	Iteration 61Q: 3 clusters Score -1691008 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22619 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1691015.750000 Penalty: 5000.884277
	Iteration 62Q: 3 clusters Score -1691016 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22632 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1691018.125000 Penalty: 5000.884277
	Iteration 63Q: 3 clusters Score -1691018 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22644 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1691018.125000 Penalty: 5000.884277
	Iteration 64Q: 3 clusters Score -1691018 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22652 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1691020.750000 Penalty: 5000.884277
	Iteration 65Q: 3 clusters Score -1691021 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22662 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1691025.500000 Penalty: 5000.884277
	Iteration 66Q: 3 clusters Score -1691026 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22669 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1691030.375000 Penalty: 5000.884277
	Iteration 67Q: 3 clusters Score -1691030 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22675 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1691030.875000 Penalty: 5000.884277
	Iteration 68Q: 3 clusters Score -1691031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22677 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1691032.250000 Penalty: 5000.884277
	Iteration 69Q: 3 clusters Score -1691032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22680 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1691033.875000 Penalty: 5000.884277
	Iteration 70Q: 3 clusters Score -1691034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22688 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1691037.750000 Penalty: 5000.884277
	Iteration 71Q: 3 clusters Score -1691038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22691 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1691035.125000 Penalty: 5000.884277
	Iteration 72Q: 3 clusters Score -1691035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22692 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1691036.000000 Penalty: 5000.884277
	Iteration 73Q: 3 clusters Score -1691036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22693 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1691034.500000 Penalty: 5000.884277
	Iteration 74Q: 3 clusters Score -1691034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22695 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1691033.375000 Penalty: 5000.884277
	Iteration 75Q: 3 clusters Score -1691033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22698 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1691036.500000 Penalty: 5000.884277
	Iteration 76Q: 3 clusters Score -1691036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22696 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1691035.500000 Penalty: 5000.884277
	Iteration 77Q: 3 clusters Score -1691036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22697 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1691036.500000 Penalty: 5000.884277
	Iteration 78Q: 3 clusters Score -1691036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22697 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1691036.500000 Penalty: 5000.884277
	Iteration 79F: 3 clusters Score -1691036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Entering Unmasked Estep 
Score: -666586.625000 Penalty: 2242.044189
	Iteration 0F: 2 clusters Score -666586.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -659842.562500 Penalty: 4484.088379
	Iteration 0F: 3 clusters Score -659842.6 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -661708.250000 Penalty: 4484.088379
	Iteration 1F: 3 clusters Score -661708.2 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -662003.562500 Penalty: 4484.088379
	Iteration 2F: 3 clusters Score -662003.6 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -662206.687500 Penalty: 4484.088379
	Iteration 3F: 3 clusters Score -662206.7 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -662352.750000 Penalty: 4484.088379
	Iteration 4Q: 3 clusters Score -662352.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -662482.937500 Penalty: 4484.088379
	Iteration 5Q: 3 clusters Score -662482.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -662572.812500 Penalty: 4484.088379
	Iteration 6Q: 3 clusters Score -662572.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -662645.937500 Penalty: 4484.088379
	Iteration 7Q: 3 clusters Score -662645.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -662723.562500 Penalty: 4484.088379
	Iteration 8Q: 3 clusters Score -662723.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -662802.312500 Penalty: 4484.088379
	Iteration 9Q: 3 clusters Score -662802.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -662890.312500 Penalty: 4484.088379
	Iteration 10Q: 3 clusters Score -662890.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -662979.312500 Penalty: 4484.088379
	Iteration 11Q: 3 clusters Score -662979.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -663065.062500 Penalty: 4484.088379
	Iteration 12Q: 3 clusters Score -663065.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -663160.187500 Penalty: 4484.088379
	Iteration 13Q: 3 clusters Score -663160.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -663244.375000 Penalty: 4484.088379
	Iteration 14Q: 3 clusters Score -663244.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -663317.125000 Penalty: 4484.088379
	Iteration 15Q: 3 clusters Score -663317.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -663379.625000 Penalty: 4484.088379
	Iteration 16Q: 3 clusters Score -663379.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -663427.062500 Penalty: 4484.088379
	Iteration 17Q: 3 clusters Score -663427.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -663472.812500 Penalty: 4484.088379
	Iteration 18Q: 3 clusters Score -663472.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -663507.375000 Penalty: 4484.088379
	Iteration 19Q: 3 clusters Score -663507.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -663538.625000 Penalty: 4484.088379
	Iteration 20F: 3 clusters Score -663538.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -663571.125000 Penalty: 4484.088379
	Iteration 21Q: 3 clusters Score -663571.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -663591.500000 Penalty: 4484.088379
	Iteration 22Q: 3 clusters Score -663591.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -663610.125000 Penalty: 4484.088379
	Iteration 23Q: 3 clusters Score -663610.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -663630.812500 Penalty: 4484.088379
	Iteration 24Q: 3 clusters Score -663630.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -663647.000000 Penalty: 4484.088379
	Iteration 25Q: 3 clusters Score -663647 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -663661.687500 Penalty: 4484.088379
	Iteration 26Q: 3 clusters Score -663661.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -663675.875000 Penalty: 4484.088379
	Iteration 27Q: 3 clusters Score -663675.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -663687.437500 Penalty: 4484.088379
	Iteration 28Q: 3 clusters Score -663687.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -663696.187500 Penalty: 4484.088379
	Iteration 29Q: 3 clusters Score -663696.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -663705.500000 Penalty: 4484.088379
	Iteration 30Q: 3 clusters Score -663705.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -663713.375000 Penalty: 4484.088379
	Iteration 31Q: 3 clusters Score -663713.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -663723.312500 Penalty: 4484.088379
	Iteration 32Q: 3 clusters Score -663723.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -663732.375000 Penalty: 4484.088379
	Iteration 33Q: 3 clusters Score -663732.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -663740.750000 Penalty: 4484.088379
	Iteration 34Q: 3 clusters Score -663740.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -663750.500000 Penalty: 4484.088379
	Iteration 35Q: 3 clusters Score -663750.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -663760.500000 Penalty: 4484.088379
	Iteration 36Q: 3 clusters Score -663760.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -663768.500000 Penalty: 4484.088379
	Iteration 37Q: 3 clusters Score -663768.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -663778.562500 Penalty: 4484.088379
	Iteration 38Q: 3 clusters Score -663778.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -663796.062500 Penalty: 4484.088379
	Iteration 39Q: 3 clusters Score -663796.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -663814.250000 Penalty: 4484.088379
	Iteration 40F: 3 clusters Score -663814.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -663839.062500 Penalty: 4484.088379
	Iteration 41Q: 3 clusters Score -663839.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -663860.875000 Penalty: 4484.088379
	Iteration 42Q: 3 clusters Score -663860.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -663882.375000 Penalty: 4484.088379
	Iteration 43Q: 3 clusters Score -663882.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -663902.937500 Penalty: 4484.088379
	Iteration 44Q: 3 clusters Score -663902.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -663920.812500 Penalty: 4484.088379
	Iteration 45Q: 3 clusters Score -663920.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -663945.625000 Penalty: 4484.088379
	Iteration 46Q: 3 clusters Score -663945.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -663983.125000 Penalty: 4484.088379
	Iteration 47Q: 3 clusters Score -663983.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -664019.625000 Penalty: 4484.088379
	Iteration 48Q: 3 clusters Score -664019.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -664052.937500 Penalty: 4484.088379
	Iteration 49Q: 3 clusters Score -664052.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -664090.562500 Penalty: 4484.088379
	Iteration 50Q: 3 clusters Score -664090.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -664131.437500 Penalty: 4484.088379
	Iteration 51Q: 3 clusters Score -664131.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -664184.312500 Penalty: 4484.088379
	Iteration 52Q: 3 clusters Score -664184.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -664224.375000 Penalty: 4484.088379
	Iteration 53Q: 3 clusters Score -664224.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -664257.125000 Penalty: 4484.088379
	Iteration 54Q: 3 clusters Score -664257.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -664287.062500 Penalty: 4484.088379
	Iteration 55Q: 3 clusters Score -664287.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -664310.250000 Penalty: 4484.088379
	Iteration 56Q: 3 clusters Score -664310.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -664336.125000 Penalty: 4484.088379
	Iteration 57Q: 3 clusters Score -664336.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -664362.062500 Penalty: 4484.088379
	Iteration 58Q: 3 clusters Score -664362.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -664382.500000 Penalty: 4484.088379
	Iteration 59Q: 3 clusters Score -664382.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -664406.562500 Penalty: 4484.088379
	Iteration 60F: 3 clusters Score -664406.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -664426.062500 Penalty: 4484.088379
	Iteration 61Q: 3 clusters Score -664426.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -664443.875000 Penalty: 4484.088379
	Iteration 62Q: 3 clusters Score -664443.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -664459.000000 Penalty: 4484.088379
	Iteration 63Q: 3 clusters Score -664459 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -664476.375000 Penalty: 4484.088379
	Iteration 64Q: 3 clusters Score -664476.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -664493.562500 Penalty: 4484.088379
	Iteration 65Q: 3 clusters Score -664493.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -664513.312500 Penalty: 4484.088379
	Iteration 66Q: 3 clusters Score -664513.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -664524.125000 Penalty: 4484.088379
	Iteration 67Q: 3 clusters Score -664524.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -664534.812500 Penalty: 4484.088379
	Iteration 68Q: 3 clusters Score -664534.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -664544.625000 Penalty: 4484.088379
	Iteration 69Q: 3 clusters Score -664544.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -664552.812500 Penalty: 4484.088379
	Iteration 70Q: 3 clusters Score -664552.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -664562.250000 Penalty: 4484.088379
	Iteration 71Q: 3 clusters Score -664562.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -664567.937500 Penalty: 4484.088379
	Iteration 72Q: 3 clusters Score -664567.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -664575.812500 Penalty: 4484.088379
	Iteration 73Q: 3 clusters Score -664575.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -664578.375000 Penalty: 4484.088379
	Iteration 74Q: 3 clusters Score -664578.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -664580.625000 Penalty: 4484.088379
	Iteration 75Q: 3 clusters Score -664580.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -664586.375000 Penalty: 4484.088379
	Iteration 76Q: 3 clusters Score -664586.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -664591.250000 Penalty: 4484.088379
	Iteration 77Q: 3 clusters Score -664591.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -664595.875000 Penalty: 4484.088379
	Iteration 78Q: 3 clusters Score -664595.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -664599.250000 Penalty: 4484.088379
	Iteration 79Q: 3 clusters Score -664599.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -664603.375000 Penalty: 4484.088379
	Iteration 80F: 3 clusters Score -664603.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -664609.750000 Penalty: 4484.088379
	Iteration 81Q: 3 clusters Score -664609.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -664614.812500 Penalty: 4484.088379
	Iteration 82Q: 3 clusters Score -664614.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -664615.625000 Penalty: 4484.088379
	Iteration 83Q: 3 clusters Score -664615.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -664619.812500 Penalty: 4484.088379
	Iteration 84Q: 3 clusters Score -664619.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -664622.625000 Penalty: 4484.088379
	Iteration 85Q: 3 clusters Score -664622.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -664626.750000 Penalty: 4484.088379
	Iteration 86Q: 3 clusters Score -664626.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -664629.562500 Penalty: 4484.088379
	Iteration 87Q: 3 clusters Score -664629.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -664634.812500 Penalty: 4484.088379
	Iteration 88Q: 3 clusters Score -664634.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -664641.187500 Penalty: 4484.088379
	Iteration 89Q: 3 clusters Score -664641.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -664645.375000 Penalty: 4484.088379
	Iteration 90Q: 3 clusters Score -664645.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -664654.875000 Penalty: 4484.088379
	Iteration 91Q: 3 clusters Score -664654.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -664667.625000 Penalty: 4484.088379
	Iteration 92Q: 3 clusters Score -664667.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -664677.500000 Penalty: 4484.088379
	Iteration 93Q: 3 clusters Score -664677.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -664683.000000 Penalty: 4484.088379
	Iteration 94Q: 3 clusters Score -664683 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -664685.312500 Penalty: 4484.088379
	Iteration 95Q: 3 clusters Score -664685.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -664688.312500 Penalty: 4484.088379
	Iteration 96Q: 3 clusters Score -664688.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -664692.375000 Penalty: 4484.088379
	Iteration 97Q: 3 clusters Score -664692.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -664694.312500 Penalty: 4484.088379
	Iteration 98Q: 3 clusters Score -664694.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -664697.875000 Penalty: 4484.088379
	Iteration 99Q: 3 clusters Score -664697.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -664698.312500 Penalty: 4484.088379
	Iteration 100F: 3 clusters Score -664698.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -664697.312500 Penalty: 4484.088379
	Iteration 101Q: 3 clusters Score -664697.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -664698.187500 Penalty: 4484.088379
	Iteration 102Q: 3 clusters Score -664698.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -664700.375000 Penalty: 4484.088379
	Iteration 103Q: 3 clusters Score -664700.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -664699.250000 Penalty: 4484.088379
	Iteration 104Q: 3 clusters Score -664699.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -664703.375000 Penalty: 4484.088379
	Iteration 105Q: 3 clusters Score -664703.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -664705.250000 Penalty: 4484.088379
	Iteration 106Q: 3 clusters Score -664705.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -664707.500000 Penalty: 4484.088379
	Iteration 107Q: 3 clusters Score -664707.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -664709.187500 Penalty: 4484.088379
	Iteration 108Q: 3 clusters Score -664709.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -664711.125000 Penalty: 4484.088379
	Iteration 109Q: 3 clusters Score -664711.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -664714.312500 Penalty: 4484.088379
	Iteration 110Q: 3 clusters Score -664714.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -664715.062500 Penalty: 4484.088379
	Iteration 111Q: 3 clusters Score -664715.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -664719.375000 Penalty: 4484.088379
	Iteration 112Q: 3 clusters Score -664719.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -664719.875000 Penalty: 4484.088379
	Iteration 113Q: 3 clusters Score -664719.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -664722.125000 Penalty: 4484.088379
	Iteration 114Q: 3 clusters Score -664722.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -664721.687500 Penalty: 4484.088379
	Iteration 115Q: 3 clusters Score -664721.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -664723.312500 Penalty: 4484.088379
	Iteration 116Q: 3 clusters Score -664723.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -664723.312500 Penalty: 4484.088379
	Iteration 117F: 3 clusters Score -664723.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Entering Unmasked Estep 
Score: -157279.921875 Penalty: 1926.176392
	Iteration 0F: 2 clusters Score -157279.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -154456.890625 Penalty: 3852.352783
	Iteration 0F: 3 clusters Score -154456.9 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -155293.250000 Penalty: 3852.352783
	Iteration 1F: 3 clusters Score -155293.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -155683.484375 Penalty: 3852.352783
	Iteration 2F: 3 clusters Score -155683.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -155923.734375 Penalty: 3852.352783
	Iteration 3F: 3 clusters Score -155923.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -156059.406250 Penalty: 3852.352783
	Iteration 4Q: 3 clusters Score -156059.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -156179.531250 Penalty: 3852.352783
	Iteration 5Q: 3 clusters Score -156179.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -156235.671875 Penalty: 3852.352783
	Iteration 6Q: 3 clusters Score -156235.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -156273.671875 Penalty: 3852.352783
	Iteration 7Q: 3 clusters Score -156273.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -156302.312500 Penalty: 3852.352783
	Iteration 8Q: 3 clusters Score -156302.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -156332.734375 Penalty: 3852.352783
	Iteration 9Q: 3 clusters Score -156332.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -156353.671875 Penalty: 3852.352783
	Iteration 10Q: 3 clusters Score -156353.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -156382.734375 Penalty: 3852.352783
	Iteration 11Q: 3 clusters Score -156382.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -156407.765625 Penalty: 3852.352783
	Iteration 12Q: 3 clusters Score -156407.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -156438.265625 Penalty: 3852.352783
	Iteration 13Q: 3 clusters Score -156438.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -156466.203125 Penalty: 3852.352783
	Iteration 14Q: 3 clusters Score -156466.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -156477.750000 Penalty: 3852.352783
	Iteration 15Q: 3 clusters Score -156477.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -156490.421875 Penalty: 3852.352783
	Iteration 16Q: 3 clusters Score -156490.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -156500.921875 Penalty: 3852.352783
	Iteration 17Q: 3 clusters Score -156500.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -156509.343750 Penalty: 3852.352783
	Iteration 18Q: 3 clusters Score -156509.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -156522.140625 Penalty: 3852.352783
	Iteration 19Q: 3 clusters Score -156522.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -156527.875000 Penalty: 3852.352783
	Iteration 20F: 3 clusters Score -156527.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -156536.390625 Penalty: 3852.352783
	Iteration 21Q: 3 clusters Score -156536.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -156548.093750 Penalty: 3852.352783
	Iteration 22Q: 3 clusters Score -156548.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -156556.906250 Penalty: 3852.352783
	Iteration 23Q: 3 clusters Score -156556.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -156566.796875 Penalty: 3852.352783
	Iteration 24Q: 3 clusters Score -156566.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -156574.375000 Penalty: 3852.352783
	Iteration 25Q: 3 clusters Score -156574.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -156581.984375 Penalty: 3852.352783
	Iteration 26Q: 3 clusters Score -156582 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -156595.562500 Penalty: 3852.352783
	Iteration 27Q: 3 clusters Score -156595.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -156600.656250 Penalty: 3852.352783
	Iteration 28Q: 3 clusters Score -156600.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -156601.609375 Penalty: 3852.352783
	Iteration 29Q: 3 clusters Score -156601.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -156602.578125 Penalty: 3852.352783
	Iteration 30Q: 3 clusters Score -156602.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -156602.578125 Penalty: 3852.352783
	Iteration 31F: 3 clusters Score -156602.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (68564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68564 members 
Entering Unmasked Estep 
Score: -5568029.000000 Penalty: 2761.609619
	Iteration 0F: 2 clusters Score -5568029 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34293 members 
Mstep: Class 2 contains 34271 members 
Entering Unmasked Estep 
Score: -5522249.000000 Penalty: 5523.219238
	Iteration 0F: 3 clusters Score -5522249 nChanged 31849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34646 members 
Mstep: Class 2 contains 33918 members 
Entering Unmasked Estep 
Score: -5540747.000000 Penalty: 5523.219238
	Iteration 1F: 3 clusters Score -5540747 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34950 members 
Mstep: Class 2 contains 33614 members 
Entering Unmasked Estep 
Score: -5542068.500000 Penalty: 5523.219238
	Iteration 2Q: 3 clusters Score -5542068 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35339 members 
Mstep: Class 2 contains 33225 members 
Entering Unmasked Estep 
Score: -5543915.500000 Penalty: 5523.219238
	Iteration 3F: 3 clusters Score -5543916 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35689 members 
Mstep: Class 2 contains 32875 members 
Entering Unmasked Estep 
Score: -5546090.000000 Penalty: 5523.219238
	Iteration 4F: 3 clusters Score -5546090 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35923 members 
Mstep: Class 2 contains 32641 members 
Entering Unmasked Estep 
Score: -5548535.000000 Penalty: 5523.219238
	Iteration 5F: 3 clusters Score -5548535 nChanged 4066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35737 members 
Mstep: Class 2 contains 32827 members 
Entering Unmasked Estep 
Score: -5551066.500000 Penalty: 5523.219238
	Iteration 6F: 3 clusters Score -5551066 nChanged 3991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35054 members 
Mstep: Class 2 contains 33510 members 
Entering Unmasked Estep 
Score: -5553511.500000 Penalty: 5523.219238
	Iteration 7F: 3 clusters Score -5553512 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33850 members 
Mstep: Class 2 contains 34714 members 
Entering Unmasked Estep 
Score: -5556128.500000 Penalty: 5523.219238
	Iteration 8F: 3 clusters Score -5556128 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32270 members 
Mstep: Class 2 contains 36294 members 
Entering Unmasked Estep 
Score: -5558564.500000 Penalty: 5523.219238
	Iteration 9F: 3 clusters Score -5558564 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30725 members 
Mstep: Class 2 contains 37839 members 
Entering Unmasked Estep 
Score: -5560100.000000 Penalty: 5523.219238
	Iteration 10Q: 3 clusters Score -5560100 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29382 members 
Mstep: Class 2 contains 39182 members 
Entering Unmasked Estep 
Score: -5560906.500000 Penalty: 5523.219238
	Iteration 11Q: 3 clusters Score -5560906 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28176 members 
Mstep: Class 2 contains 40388 members 
Entering Unmasked Estep 
Score: -5561436.000000 Penalty: 5523.219238
	Iteration 12Q: 3 clusters Score -5561436 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27051 members 
Mstep: Class 2 contains 41513 members 
Entering Unmasked Estep 
Score: -5561888.000000 Penalty: 5523.219238
	Iteration 13Q: 3 clusters Score -5561888 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25894 members 
Mstep: Class 2 contains 42670 members 
Entering Unmasked Estep 
Score: -5562313.000000 Penalty: 5523.219238
	Iteration 14Q: 3 clusters Score -5562313 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24737 members 
Mstep: Class 2 contains 43827 members 
Entering Unmasked Estep 
Score: -5562702.000000 Penalty: 5523.219238
	Iteration 15Q: 3 clusters Score -5562702 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23635 members 
Mstep: Class 2 contains 44929 members 
Entering Unmasked Estep 
Score: -5563088.000000 Penalty: 5523.219238
	Iteration 16Q: 3 clusters Score -5563088 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22572 members 
Mstep: Class 2 contains 45992 members 
Entering Unmasked Estep 
Score: -5563435.500000 Penalty: 5523.219238
	Iteration 17Q: 3 clusters Score -5563436 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21544 members 
Mstep: Class 2 contains 47020 members 
Entering Unmasked Estep 
Score: -5563771.000000 Penalty: 5523.219238
	Iteration 18Q: 3 clusters Score -5563771 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20564 members 
Mstep: Class 2 contains 48000 members 
Entering Unmasked Estep 
Score: -5564117.500000 Penalty: 5523.219238
	Iteration 19Q: 3 clusters Score -5564118 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19612 members 
Mstep: Class 2 contains 48952 members 
Entering Unmasked Estep 
Score: -5564381.000000 Penalty: 5523.219238
	Iteration 20F: 3 clusters Score -5564381 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18716 members 
Mstep: Class 2 contains 49848 members 
Entering Unmasked Estep 
Score: -5564682.000000 Penalty: 5523.219238
	Iteration 21Q: 3 clusters Score -5564682 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 50707 members 
Entering Unmasked Estep 
Score: -5564949.500000 Penalty: 5523.219238
	Iteration 22Q: 3 clusters Score -5564950 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17036 members 
Mstep: Class 2 contains 51528 members 
Entering Unmasked Estep 
Score: -5565194.500000 Penalty: 5523.219238
	Iteration 23Q: 3 clusters Score -5565194 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 52297 members 
Entering Unmasked Estep 
Score: -5565364.000000 Penalty: 5523.219238
	Iteration 24Q: 3 clusters Score -5565364 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 53031 members 
Entering Unmasked Estep 
Score: -5565584.000000 Penalty: 5523.219238
	Iteration 25Q: 3 clusters Score -5565584 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 53682 members 
Entering Unmasked Estep 
Score: -5565745.500000 Penalty: 5523.219238
	Iteration 26Q: 3 clusters Score -5565746 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 54282 members 
Entering Unmasked Estep 
Score: -5565886.500000 Penalty: 5523.219238
	Iteration 27Q: 3 clusters Score -5565886 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 54836 members 
Entering Unmasked Estep 
Score: -5566008.000000 Penalty: 5523.219238
	Iteration 28Q: 3 clusters Score -5566008 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 55354 members 
Entering Unmasked Estep 
Score: -5566121.000000 Penalty: 5523.219238
	Iteration 29Q: 3 clusters Score -5566121 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 55826 members 
Entering Unmasked Estep 
Score: -5566218.500000 Penalty: 5523.219238
	Iteration 30Q: 3 clusters Score -5566218 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 56287 members 
Entering Unmasked Estep 
Score: -5566348.500000 Penalty: 5523.219238
	Iteration 31Q: 3 clusters Score -5566348 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 56718 members 
Entering Unmasked Estep 
Score: -5566429.000000 Penalty: 5523.219238
	Iteration 32Q: 3 clusters Score -5566429 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 57138 members 
Entering Unmasked Estep 
Score: -5566481.500000 Penalty: 5523.219238
	Iteration 33Q: 3 clusters Score -5566482 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 57541 members 
Entering Unmasked Estep 
Score: -5566587.500000 Penalty: 5523.219238
	Iteration 34Q: 3 clusters Score -5566588 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 57873 members 
Entering Unmasked Estep 
Score: -5566638.500000 Penalty: 5523.219238
	Iteration 35Q: 3 clusters Score -5566638 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 58155 members 
Entering Unmasked Estep 
Score: -5566718.000000 Penalty: 5523.219238
	Iteration 36Q: 3 clusters Score -5566718 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 58430 members 
Entering Unmasked Estep 
Score: -5566763.500000 Penalty: 5523.219238
	Iteration 37Q: 3 clusters Score -5566764 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 58685 members 
Entering Unmasked Estep 
Score: -5566810.000000 Penalty: 5523.219238
	Iteration 38Q: 3 clusters Score -5566810 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 58931 members 
Entering Unmasked Estep 
Score: -5566856.000000 Penalty: 5523.219238
	Iteration 39Q: 3 clusters Score -5566856 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 59153 members 
Entering Unmasked Estep 
Score: -5566869.500000 Penalty: 5523.219238
	Iteration 40F: 3 clusters Score -5566870 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 59345 members 
Entering Unmasked Estep 
Score: -5566921.500000 Penalty: 5523.219238
	Iteration 41Q: 3 clusters Score -5566922 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 59513 members 
Entering Unmasked Estep 
Score: -5566930.000000 Penalty: 5523.219238
	Iteration 42Q: 3 clusters Score -5566930 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 59658 members 
Entering Unmasked Estep 
Score: -5566957.500000 Penalty: 5523.219238
	Iteration 43Q: 3 clusters Score -5566958 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 59789 members 
Entering Unmasked Estep 
Score: -5567003.500000 Penalty: 5523.219238
	Iteration 44Q: 3 clusters Score -5567004 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 59886 members 
Entering Unmasked Estep 
Score: -5567003.500000 Penalty: 5523.219238
	Iteration 45Q: 3 clusters Score -5567004 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 59982 members 
Entering Unmasked Estep 
Score: -5567004.500000 Penalty: 5523.219238
	Iteration 46Q: 3 clusters Score -5567004 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 60077 members 
Entering Unmasked Estep 
Score: -5567035.000000 Penalty: 5523.219238
	Iteration 47Q: 3 clusters Score -5567035 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 60188 members 
Entering Unmasked Estep 
Score: -5567054.500000 Penalty: 5523.219238
	Iteration 48Q: 3 clusters Score -5567054 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 60287 members 
Entering Unmasked Estep 
Score: -5567070.500000 Penalty: 5523.219238
	Iteration 49Q: 3 clusters Score -5567070 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 60368 members 
Entering Unmasked Estep 
Score: -5567061.500000 Penalty: 5523.219238
	Iteration 50Q: 3 clusters Score -5567062 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 60437 members 
Entering Unmasked Estep 
Score: -5567069.500000 Penalty: 5523.219238
	Iteration 51Q: 3 clusters Score -5567070 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 60513 members 
Entering Unmasked Estep 
Score: -5567084.000000 Penalty: 5523.219238
	Iteration 52Q: 3 clusters Score -5567084 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 60583 members 
Entering Unmasked Estep 
Score: -5567090.500000 Penalty: 5523.219238
	Iteration 53Q: 3 clusters Score -5567090 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 60663 members 
Entering Unmasked Estep 
Score: -5567092.000000 Penalty: 5523.219238
	Iteration 54Q: 3 clusters Score -5567092 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 60730 members 
Entering Unmasked Estep 
Score: -5567103.000000 Penalty: 5523.219238
	Iteration 55Q: 3 clusters Score -5567103 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 60810 members 
Entering Unmasked Estep 
Score: -5567116.000000 Penalty: 5523.219238
	Iteration 56Q: 3 clusters Score -5567116 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 60868 members 
Entering Unmasked Estep 
Score: -5567118.000000 Penalty: 5523.219238
	Iteration 57Q: 3 clusters Score -5567118 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 60922 members 
Entering Unmasked Estep 
Score: -5567132.000000 Penalty: 5523.219238
	Iteration 58Q: 3 clusters Score -5567132 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 60968 members 
Entering Unmasked Estep 
Score: -5567141.500000 Penalty: 5523.219238
	Iteration 59Q: 3 clusters Score -5567142 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 61013 members 
Entering Unmasked Estep 
Score: -5567144.500000 Penalty: 5523.219238
	Iteration 60F: 3 clusters Score -5567144 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 61066 members 
Entering Unmasked Estep 
Score: -5567142.500000 Penalty: 5523.219238
	Iteration 61Q: 3 clusters Score -5567142 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 61107 members 
Entering Unmasked Estep 
Score: -5567137.000000 Penalty: 5523.219238
	Iteration 62Q: 3 clusters Score -5567137 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 61142 members 
Entering Unmasked Estep 
Score: -5567148.000000 Penalty: 5523.219238
	Iteration 63Q: 3 clusters Score -5567148 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 61179 members 
Entering Unmasked Estep 
Score: -5567137.500000 Penalty: 5523.219238
	Iteration 64Q: 3 clusters Score -5567138 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 61206 members 
Entering Unmasked Estep 
Score: -5567133.500000 Penalty: 5523.219238
	Iteration 65Q: 3 clusters Score -5567134 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 61231 members 
Entering Unmasked Estep 
Score: -5567133.500000 Penalty: 5523.219238
	Iteration 66Q: 3 clusters Score -5567134 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 61245 members 
Entering Unmasked Estep 
Score: -5567140.500000 Penalty: 5523.219238
	Iteration 67Q: 3 clusters Score -5567140 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 61259 members 
Entering Unmasked Estep 
Score: -5567136.500000 Penalty: 5523.219238
	Iteration 68Q: 3 clusters Score -5567136 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 61267 members 
Entering Unmasked Estep 
Score: -5567137.500000 Penalty: 5523.219238
	Iteration 69Q: 3 clusters Score -5567138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 61270 members 
Entering Unmasked Estep 
Score: -5567134.500000 Penalty: 5523.219238
	Iteration 70Q: 3 clusters Score -5567134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 61276 members 
Entering Unmasked Estep 
Score: -5567135.000000 Penalty: 5523.219238
	Iteration 71Q: 3 clusters Score -5567135 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 61283 members 
Entering Unmasked Estep 
Score: -5567141.500000 Penalty: 5523.219238
	Iteration 72Q: 3 clusters Score -5567142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 61286 members 
Entering Unmasked Estep 
Score: -5567137.500000 Penalty: 5523.219238
	Iteration 73Q: 3 clusters Score -5567138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 61289 members 
Entering Unmasked Estep 
Score: -5567130.000000 Penalty: 5523.219238
	Iteration 74Q: 3 clusters Score -5567130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 61291 members 
Entering Unmasked Estep 
Score: -5567136.500000 Penalty: 5523.219238
	Iteration 75Q: 3 clusters Score -5567136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 61296 members 
Entering Unmasked Estep 
Score: -5567141.000000 Penalty: 5523.219238
	Iteration 76Q: 3 clusters Score -5567141 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 61301 members 
Entering Unmasked Estep 
Score: -5567141.500000 Penalty: 5523.219238
	Iteration 77Q: 3 clusters Score -5567142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 61303 members 
Entering Unmasked Estep 
Score: -5567146.500000 Penalty: 5523.219238
	Iteration 78Q: 3 clusters Score -5567146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 61305 members 
Entering Unmasked Estep 
Score: -5567144.000000 Penalty: 5523.219238
	Iteration 79Q: 3 clusters Score -5567144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 61307 members 
Entering Unmasked Estep 
Score: -5567146.500000 Penalty: 5523.219238
	Iteration 80F: 3 clusters Score -5567146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 61311 members 
Entering Unmasked Estep 
Score: -5567147.500000 Penalty: 5523.219238
	Iteration 81Q: 3 clusters Score -5567148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 61315 members 
Entering Unmasked Estep 
Score: -5567151.500000 Penalty: 5523.219238
	Iteration 82Q: 3 clusters Score -5567152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 61320 members 
Entering Unmasked Estep 
Score: -5567150.500000 Penalty: 5523.219238
	Iteration 83Q: 3 clusters Score -5567150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 61327 members 
Entering Unmasked Estep 
Score: -5567150.500000 Penalty: 5523.219238
	Iteration 84Q: 3 clusters Score -5567150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 61330 members 
Entering Unmasked Estep 
Score: -5567156.000000 Penalty: 5523.219238
	Iteration 85Q: 3 clusters Score -5567156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 61332 members 
Entering Unmasked Estep 
Score: -5567157.000000 Penalty: 5523.219238
	Iteration 86Q: 3 clusters Score -5567157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 61333 members 
Entering Unmasked Estep 
Score: -5567157.000000 Penalty: 5523.219238
	Iteration 87Q: 3 clusters Score -5567157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 61333 members 
Entering Unmasked Estep 
Score: -5567157.000000 Penalty: 5523.219238
	Iteration 88F: 3 clusters Score -5567157 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (15701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15701 members 
Entering Unmasked Estep 
Score: -1250358.750000 Penalty: 2396.047119
	Iteration 0F: 2 clusters Score -1250359 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1239058.750000 Penalty: 4792.094238
	Iteration 0F: 3 clusters Score -1239059 nChanged 6807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1242781.125000 Penalty: 4792.094238
	Iteration 1F: 3 clusters Score -1242781 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -1243136.250000 Penalty: 4792.094238
	Iteration 2F: 3 clusters Score -1243136 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1243430.500000 Penalty: 4792.094238
	Iteration 3Q: 3 clusters Score -1243430 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1243682.750000 Penalty: 4792.094238
	Iteration 4Q: 3 clusters Score -1243683 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1243894.625000 Penalty: 4792.094238
	Iteration 5Q: 3 clusters Score -1243895 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1244083.125000 Penalty: 4792.094238
	Iteration 6Q: 3 clusters Score -1244083 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1244260.125000 Penalty: 4792.094238
	Iteration 7Q: 3 clusters Score -1244260 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -1244445.875000 Penalty: 4792.094238
	Iteration 8Q: 3 clusters Score -1244446 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -1244686.875000 Penalty: 4792.094238
	Iteration 9Q: 3 clusters Score -1244687 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -1244986.125000 Penalty: 4792.094238
	Iteration 10Q: 3 clusters Score -1244986 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1245359.375000 Penalty: 4792.094238
	Iteration 11Q: 3 clusters Score -1245359 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1245841.625000 Penalty: 4792.094238
	Iteration 12Q: 3 clusters Score -1245842 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -1246405.125000 Penalty: 4792.094238
	Iteration 13F: 3 clusters Score -1246405 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -1247015.750000 Penalty: 4792.094238
	Iteration 14F: 3 clusters Score -1247016 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -1247673.000000 Penalty: 4792.094238
	Iteration 15Q: 3 clusters Score -1247673 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -1248152.375000 Penalty: 4792.094238
	Iteration 16Q: 3 clusters Score -1248152 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -1248411.125000 Penalty: 4792.094238
	Iteration 17Q: 3 clusters Score -1248411 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -1248523.875000 Penalty: 4792.094238
	Iteration 18Q: 3 clusters Score -1248524 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -1248577.500000 Penalty: 4792.094238
	Iteration 19Q: 3 clusters Score -1248578 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -1248603.750000 Penalty: 4792.094238
	Iteration 20F: 3 clusters Score -1248604 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -1248620.500000 Penalty: 4792.094238
	Iteration 21Q: 3 clusters Score -1248620 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -1248633.625000 Penalty: 4792.094238
	Iteration 22Q: 3 clusters Score -1248634 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -1248641.875000 Penalty: 4792.094238
	Iteration 23Q: 3 clusters Score -1248642 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -1248650.375000 Penalty: 4792.094238
	Iteration 24Q: 3 clusters Score -1248650 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -1248655.750000 Penalty: 4792.094238
	Iteration 25Q: 3 clusters Score -1248656 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -1248656.000000 Penalty: 4792.094238
	Iteration 26Q: 3 clusters Score -1248656 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -1248655.250000 Penalty: 4792.094238
	Iteration 27Q: 3 clusters Score -1248655 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -1248657.500000 Penalty: 4792.094238
	Iteration 28Q: 3 clusters Score -1248658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -1248657.875000 Penalty: 4792.094238
	Iteration 29Q: 3 clusters Score -1248658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -1248659.250000 Penalty: 4792.094238
	Iteration 30Q: 3 clusters Score -1248659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -1248656.625000 Penalty: 4792.094238
	Iteration 31Q: 3 clusters Score -1248657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -1248658.750000 Penalty: 4792.094238
	Iteration 32Q: 3 clusters Score -1248659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -1248659.625000 Penalty: 4792.094238
	Iteration 33Q: 3 clusters Score -1248660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -1248659.625000 Penalty: 4792.094238
	Iteration 34F: 3 clusters Score -1248660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Entering Unmasked Estep 
Score: -328328.000000 Penalty: 2077.213379
	Iteration 0F: 2 clusters Score -328328 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 2210 members 
Entering Unmasked Estep 
Score: -324234.937500 Penalty: 4154.426758
	Iteration 0F: 3 clusters Score -324234.9 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -325130.593750 Penalty: 4154.426758
	Iteration 1F: 3 clusters Score -325130.6 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -325378.750000 Penalty: 4154.426758
	Iteration 2F: 3 clusters Score -325378.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -325545.125000 Penalty: 4154.426758
	Iteration 3F: 3 clusters Score -325545.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -325642.875000 Penalty: 4154.426758
	Iteration 4Q: 3 clusters Score -325642.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -325716.406250 Penalty: 4154.426758
	Iteration 5Q: 3 clusters Score -325716.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -325776.468750 Penalty: 4154.426758
	Iteration 6Q: 3 clusters Score -325776.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -325817.750000 Penalty: 4154.426758
	Iteration 7Q: 3 clusters Score -325817.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -325845.531250 Penalty: 4154.426758
	Iteration 8Q: 3 clusters Score -325845.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -325865.687500 Penalty: 4154.426758
	Iteration 9Q: 3 clusters Score -325865.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -325891.000000 Penalty: 4154.426758
	Iteration 10Q: 3 clusters Score -325891 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -325917.437500 Penalty: 4154.426758
	Iteration 11Q: 3 clusters Score -325917.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -325935.656250 Penalty: 4154.426758
	Iteration 12Q: 3 clusters Score -325935.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -325960.968750 Penalty: 4154.426758
	Iteration 13Q: 3 clusters Score -325961 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -325982.937500 Penalty: 4154.426758
	Iteration 14Q: 3 clusters Score -325982.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -325998.531250 Penalty: 4154.426758
	Iteration 15Q: 3 clusters Score -325998.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -326012.281250 Penalty: 4154.426758
	Iteration 16Q: 3 clusters Score -326012.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -326023.343750 Penalty: 4154.426758
	Iteration 17Q: 3 clusters Score -326023.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -326038.281250 Penalty: 4154.426758
	Iteration 18Q: 3 clusters Score -326038.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -326056.562500 Penalty: 4154.426758
	Iteration 19Q: 3 clusters Score -326056.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -326069.250000 Penalty: 4154.426758
	Iteration 20F: 3 clusters Score -326069.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -326095.531250 Penalty: 4154.426758
	Iteration 21Q: 3 clusters Score -326095.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -326126.656250 Penalty: 4154.426758
	Iteration 22Q: 3 clusters Score -326126.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -326152.593750 Penalty: 4154.426758
	Iteration 23Q: 3 clusters Score -326152.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -326183.625000 Penalty: 4154.426758
	Iteration 24Q: 3 clusters Score -326183.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -326211.468750 Penalty: 4154.426758
	Iteration 25Q: 3 clusters Score -326211.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -326236.562500 Penalty: 4154.426758
	Iteration 26Q: 3 clusters Score -326236.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -326255.656250 Penalty: 4154.426758
	Iteration 27Q: 3 clusters Score -326255.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -326274.031250 Penalty: 4154.426758
	Iteration 28Q: 3 clusters Score -326274 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -326292.656250 Penalty: 4154.426758
	Iteration 29Q: 3 clusters Score -326292.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -326309.656250 Penalty: 4154.426758
	Iteration 30Q: 3 clusters Score -326309.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -326320.593750 Penalty: 4154.426758
	Iteration 31Q: 3 clusters Score -326320.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -326336.562500 Penalty: 4154.426758
	Iteration 32Q: 3 clusters Score -326336.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -326354.968750 Penalty: 4154.426758
	Iteration 33Q: 3 clusters Score -326355 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -326374.000000 Penalty: 4154.426758
	Iteration 34Q: 3 clusters Score -326374 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -326397.625000 Penalty: 4154.426758
	Iteration 35Q: 3 clusters Score -326397.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -326419.437500 Penalty: 4154.426758
	Iteration 36Q: 3 clusters Score -326419.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -326446.000000 Penalty: 4154.426758
	Iteration 37Q: 3 clusters Score -326446 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -326466.031250 Penalty: 4154.426758
	Iteration 38Q: 3 clusters Score -326466 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -326485.281250 Penalty: 4154.426758
	Iteration 39Q: 3 clusters Score -326485.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -326505.968750 Penalty: 4154.426758
	Iteration 40F: 3 clusters Score -326506 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -326526.000000 Penalty: 4154.426758
	Iteration 41Q: 3 clusters Score -326526 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -326545.562500 Penalty: 4154.426758
	Iteration 42Q: 3 clusters Score -326545.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -326560.156250 Penalty: 4154.426758
	Iteration 43Q: 3 clusters Score -326560.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -326577.156250 Penalty: 4154.426758
	Iteration 44Q: 3 clusters Score -326577.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -326592.625000 Penalty: 4154.426758
	Iteration 45Q: 3 clusters Score -326592.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -326610.156250 Penalty: 4154.426758
	Iteration 46Q: 3 clusters Score -326610.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -326627.187500 Penalty: 4154.426758
	Iteration 47Q: 3 clusters Score -326627.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -326646.906250 Penalty: 4154.426758
	Iteration 48Q: 3 clusters Score -326646.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -326661.156250 Penalty: 4154.426758
	Iteration 49Q: 3 clusters Score -326661.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -326672.593750 Penalty: 4154.426758
	Iteration 50Q: 3 clusters Score -326672.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -326679.437500 Penalty: 4154.426758
	Iteration 51Q: 3 clusters Score -326679.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -326682.968750 Penalty: 4154.426758
	Iteration 52Q: 3 clusters Score -326683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -326685.062500 Penalty: 4154.426758
	Iteration 53Q: 3 clusters Score -326685.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -326690.812500 Penalty: 4154.426758
	Iteration 54Q: 3 clusters Score -326690.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -326692.062500 Penalty: 4154.426758
	Iteration 55Q: 3 clusters Score -326692.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -326692.937500 Penalty: 4154.426758
	Iteration 56Q: 3 clusters Score -326692.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -326692.937500 Penalty: 4154.426758
	Iteration 57F: 3 clusters Score -326692.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (61364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61364 members 
Entering Unmasked Estep 
Score: -4722471.500000 Penalty: 2734.095703
	Iteration 0F: 2 clusters Score -4722472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30948 members 
Mstep: Class 2 contains 30416 members 
Entering Unmasked Estep 
Score: -4681163.000000 Penalty: 5468.191406
	Iteration 0F: 3 clusters Score -4681163 nChanged 28578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33288 members 
Mstep: Class 2 contains 28076 members 
Entering Unmasked Estep 
Score: -4697602.000000 Penalty: 5468.191406
	Iteration 1F: 3 clusters Score -4697602 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34783 members 
Mstep: Class 2 contains 26581 members 
Entering Unmasked Estep 
Score: -4698574.000000 Penalty: 5468.191406
	Iteration 2Q: 3 clusters Score -4698574 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36895 members 
Mstep: Class 2 contains 24469 members 
Entering Unmasked Estep 
Score: -4699953.500000 Penalty: 5468.191406
	Iteration 3Q: 3 clusters Score -4699954 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39884 members 
Mstep: Class 2 contains 21480 members 
Entering Unmasked Estep 
Score: -4702086.500000 Penalty: 5468.191406
	Iteration 4F: 3 clusters Score -4702086 nChanged 4258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43726 members 
Mstep: Class 2 contains 17638 members 
Entering Unmasked Estep 
Score: -4705114.000000 Penalty: 5468.191406
	Iteration 5F: 3 clusters Score -4705114 nChanged 4870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48264 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -4709302.500000 Penalty: 5468.191406
	Iteration 6F: 3 clusters Score -4709302 nChanged 4679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52739 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -4713804.500000 Penalty: 5468.191406
	Iteration 7F: 3 clusters Score -4713804 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56093 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -4717184.500000 Penalty: 5468.191406
	Iteration 8F: 3 clusters Score -4717184 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57956 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -4719012.000000 Penalty: 5468.191406
	Iteration 9Q: 3 clusters Score -4719012 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58883 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -4719963.000000 Penalty: 5468.191406
	Iteration 10Q: 3 clusters Score -4719963 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59309 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -4720409.500000 Penalty: 5468.191406
	Iteration 11Q: 3 clusters Score -4720410 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59542 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -4720677.000000 Penalty: 5468.191406
	Iteration 12Q: 3 clusters Score -4720677 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59703 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -4720810.500000 Penalty: 5468.191406
	Iteration 13Q: 3 clusters Score -4720810 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59796 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -4720867.500000 Penalty: 5468.191406
	Iteration 14Q: 3 clusters Score -4720868 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59840 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -4720909.000000 Penalty: 5468.191406
	Iteration 15Q: 3 clusters Score -4720909 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59886 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -4720930.000000 Penalty: 5468.191406
	Iteration 16Q: 3 clusters Score -4720930 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59920 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -4720949.500000 Penalty: 5468.191406
	Iteration 17Q: 3 clusters Score -4720950 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59953 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -4720973.000000 Penalty: 5468.191406
	Iteration 18Q: 3 clusters Score -4720973 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59987 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -4720990.000000 Penalty: 5468.191406
	Iteration 19Q: 3 clusters Score -4720990 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60005 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -4721013.000000 Penalty: 5468.191406
	Iteration 20F: 3 clusters Score -4721013 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60020 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -4721035.000000 Penalty: 5468.191406
	Iteration 21Q: 3 clusters Score -4721035 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60037 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -4721042.000000 Penalty: 5468.191406
	Iteration 22Q: 3 clusters Score -4721042 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60050 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -4721056.000000 Penalty: 5468.191406
	Iteration 23Q: 3 clusters Score -4721056 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60072 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -4721066.000000 Penalty: 5468.191406
	Iteration 24Q: 3 clusters Score -4721066 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60096 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -4721089.500000 Penalty: 5468.191406
	Iteration 25Q: 3 clusters Score -4721090 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60115 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -4721100.500000 Penalty: 5468.191406
	Iteration 26Q: 3 clusters Score -4721100 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60136 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -4721118.500000 Penalty: 5468.191406
	Iteration 27Q: 3 clusters Score -4721118 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60164 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -4721138.000000 Penalty: 5468.191406
	Iteration 28Q: 3 clusters Score -4721138 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60188 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -4721154.500000 Penalty: 5468.191406
	Iteration 29Q: 3 clusters Score -4721154 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60200 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -4721156.000000 Penalty: 5468.191406
	Iteration 30Q: 3 clusters Score -4721156 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60214 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -4721167.000000 Penalty: 5468.191406
	Iteration 31Q: 3 clusters Score -4721167 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60223 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -4721174.000000 Penalty: 5468.191406
	Iteration 32Q: 3 clusters Score -4721174 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60231 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -4721176.500000 Penalty: 5468.191406
	Iteration 33Q: 3 clusters Score -4721176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60231 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -4721171.500000 Penalty: 5468.191406
	Iteration 34Q: 3 clusters Score -4721172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60229 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -4721176.500000 Penalty: 5468.191406
	Iteration 35Q: 3 clusters Score -4721176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60230 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -4721177.000000 Penalty: 5468.191406
	Iteration 36Q: 3 clusters Score -4721177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60233 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -4721173.000000 Penalty: 5468.191406
	Iteration 37Q: 3 clusters Score -4721173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60234 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -4721173.000000 Penalty: 5468.191406
	Iteration 38Q: 3 clusters Score -4721173 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60239 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -4721179.000000 Penalty: 5468.191406
	Iteration 39Q: 3 clusters Score -4721179 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60247 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -4721185.000000 Penalty: 5468.191406
	Iteration 40F: 3 clusters Score -4721185 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60249 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -4721188.500000 Penalty: 5468.191406
	Iteration 41Q: 3 clusters Score -4721188 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60254 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -4721183.500000 Penalty: 5468.191406
	Iteration 42Q: 3 clusters Score -4721184 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60258 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -4721194.000000 Penalty: 5468.191406
	Iteration 43Q: 3 clusters Score -4721194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60259 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -4721191.500000 Penalty: 5468.191406
	Iteration 44Q: 3 clusters Score -4721192 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60260 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -4721186.000000 Penalty: 5468.191406
	Iteration 45Q: 3 clusters Score -4721186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60261 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -4721196.500000 Penalty: 5468.191406
	Iteration 46Q: 3 clusters Score -4721196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60262 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -4721197.500000 Penalty: 5468.191406
	Iteration 47Q: 3 clusters Score -4721198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60266 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -4721201.000000 Penalty: 5468.191406
	Iteration 48Q: 3 clusters Score -4721201 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60268 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -4721202.500000 Penalty: 5468.191406
	Iteration 49Q: 3 clusters Score -4721202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60273 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -4721205.500000 Penalty: 5468.191406
	Iteration 50Q: 3 clusters Score -4721206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60274 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -4721201.500000 Penalty: 5468.191406
	Iteration 51Q: 3 clusters Score -4721202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60273 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -4721199.000000 Penalty: 5468.191406
	Iteration 52Q: 3 clusters Score -4721199 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60269 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -4721208.500000 Penalty: 5468.191406
	Iteration 53Q: 3 clusters Score -4721208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60272 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -4721210.000000 Penalty: 5468.191406
	Iteration 54Q: 3 clusters Score -4721210 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60279 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -4721209.500000 Penalty: 5468.191406
	Iteration 55Q: 3 clusters Score -4721210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60282 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -4721210.000000 Penalty: 5468.191406
	Iteration 56Q: 3 clusters Score -4721210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60284 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -4721213.000000 Penalty: 5468.191406
	Iteration 57Q: 3 clusters Score -4721213 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60286 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -4721222.000000 Penalty: 5468.191406
	Iteration 58Q: 3 clusters Score -4721222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60289 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -4721221.000000 Penalty: 5468.191406
	Iteration 59Q: 3 clusters Score -4721221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60293 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -4721220.000000 Penalty: 5468.191406
	Iteration 60F: 3 clusters Score -4721220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60296 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -4721221.000000 Penalty: 5468.191406
	Iteration 61Q: 3 clusters Score -4721221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60298 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -4721221.000000 Penalty: 5468.191406
	Iteration 62Q: 3 clusters Score -4721221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60300 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -4721222.000000 Penalty: 5468.191406
	Iteration 63Q: 3 clusters Score -4721222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60302 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -4721224.000000 Penalty: 5468.191406
	Iteration 64Q: 3 clusters Score -4721224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60305 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -4721224.000000 Penalty: 5468.191406
	Iteration 65Q: 3 clusters Score -4721224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60307 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -4721224.000000 Penalty: 5468.191406
	Iteration 66Q: 3 clusters Score -4721224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60308 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -4721222.000000 Penalty: 5468.191406
	Iteration 67Q: 3 clusters Score -4721222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60309 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -4721226.500000 Penalty: 5468.191406
	Iteration 68Q: 3 clusters Score -4721226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60312 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -4721221.500000 Penalty: 5468.191406
	Iteration 69Q: 3 clusters Score -4721222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60313 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -4721228.000000 Penalty: 5468.191406
	Iteration 70Q: 3 clusters Score -4721228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60314 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -4721230.500000 Penalty: 5468.191406
	Iteration 71Q: 3 clusters Score -4721230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60314 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -4721230.500000 Penalty: 5468.191406
	Iteration 72F: 3 clusters Score -4721230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Entering Unmasked Estep 
Score: -443664.687500 Penalty: 2141.870605
	Iteration 0F: 2 clusters Score -443664.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -438749.156250 Penalty: 4283.741211
	Iteration 0F: 3 clusters Score -438749.2 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -440032.562500 Penalty: 4283.741211
	Iteration 1F: 3 clusters Score -440032.6 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -440311.406250 Penalty: 4283.741211
	Iteration 2F: 3 clusters Score -440311.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -440483.125000 Penalty: 4283.741211
	Iteration 3F: 3 clusters Score -440483.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -440583.468750 Penalty: 4283.741211
	Iteration 4Q: 3 clusters Score -440583.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -440664.468750 Penalty: 4283.741211
	Iteration 5Q: 3 clusters Score -440664.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -440726.312500 Penalty: 4283.741211
	Iteration 6Q: 3 clusters Score -440726.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -440782.437500 Penalty: 4283.741211
	Iteration 7Q: 3 clusters Score -440782.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -440831.625000 Penalty: 4283.741211
	Iteration 8Q: 3 clusters Score -440831.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -440875.062500 Penalty: 4283.741211
	Iteration 9Q: 3 clusters Score -440875.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -440923.500000 Penalty: 4283.741211
	Iteration 10Q: 3 clusters Score -440923.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -440972.281250 Penalty: 4283.741211
	Iteration 11Q: 3 clusters Score -440972.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -441018.843750 Penalty: 4283.741211
	Iteration 12Q: 3 clusters Score -441018.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -441066.062500 Penalty: 4283.741211
	Iteration 13Q: 3 clusters Score -441066.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -441103.843750 Penalty: 4283.741211
	Iteration 14Q: 3 clusters Score -441103.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -441131.000000 Penalty: 4283.741211
	Iteration 15Q: 3 clusters Score -441131 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -441159.156250 Penalty: 4283.741211
	Iteration 16Q: 3 clusters Score -441159.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -441193.156250 Penalty: 4283.741211
	Iteration 17Q: 3 clusters Score -441193.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -441228.968750 Penalty: 4283.741211
	Iteration 18Q: 3 clusters Score -441229 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -441268.187500 Penalty: 4283.741211
	Iteration 19Q: 3 clusters Score -441268.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -441308.156250 Penalty: 4283.741211
	Iteration 20F: 3 clusters Score -441308.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -441357.906250 Penalty: 4283.741211
	Iteration 21Q: 3 clusters Score -441357.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -441395.437500 Penalty: 4283.741211
	Iteration 22Q: 3 clusters Score -441395.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -441428.000000 Penalty: 4283.741211
	Iteration 23Q: 3 clusters Score -441428 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -441455.468750 Penalty: 4283.741211
	Iteration 24Q: 3 clusters Score -441455.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -441485.375000 Penalty: 4283.741211
	Iteration 25Q: 3 clusters Score -441485.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -441520.500000 Penalty: 4283.741211
	Iteration 26Q: 3 clusters Score -441520.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -441547.281250 Penalty: 4283.741211
	Iteration 27Q: 3 clusters Score -441547.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -441568.906250 Penalty: 4283.741211
	Iteration 28Q: 3 clusters Score -441568.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -441594.218750 Penalty: 4283.741211
	Iteration 29Q: 3 clusters Score -441594.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -441616.718750 Penalty: 4283.741211
	Iteration 30Q: 3 clusters Score -441616.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -441649.562500 Penalty: 4283.741211
	Iteration 31Q: 3 clusters Score -441649.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -441675.250000 Penalty: 4283.741211
	Iteration 32Q: 3 clusters Score -441675.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -441706.687500 Penalty: 4283.741211
	Iteration 33Q: 3 clusters Score -441706.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -441730.000000 Penalty: 4283.741211
	Iteration 34Q: 3 clusters Score -441730 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -441752.187500 Penalty: 4283.741211
	Iteration 35Q: 3 clusters Score -441752.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -441775.687500 Penalty: 4283.741211
	Iteration 36Q: 3 clusters Score -441775.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -441800.218750 Penalty: 4283.741211
	Iteration 37Q: 3 clusters Score -441800.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -441816.906250 Penalty: 4283.741211
	Iteration 38Q: 3 clusters Score -441816.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -441830.468750 Penalty: 4283.741211
	Iteration 39Q: 3 clusters Score -441830.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -441841.156250 Penalty: 4283.741211
	Iteration 40F: 3 clusters Score -441841.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -441846.843750 Penalty: 4283.741211
	Iteration 41Q: 3 clusters Score -441846.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -441849.000000 Penalty: 4283.741211
	Iteration 42Q: 3 clusters Score -441849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -441849.718750 Penalty: 4283.741211
	Iteration 43Q: 3 clusters Score -441849.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -441852.937500 Penalty: 4283.741211
	Iteration 44Q: 3 clusters Score -441852.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -441855.531250 Penalty: 4283.741211
	Iteration 45Q: 3 clusters Score -441855.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -441858.312500 Penalty: 4283.741211
	Iteration 46Q: 3 clusters Score -441858.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -441861.312500 Penalty: 4283.741211
	Iteration 47Q: 3 clusters Score -441861.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -441864.093750 Penalty: 4283.741211
	Iteration 48Q: 3 clusters Score -441864.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -441865.781250 Penalty: 4283.741211
	Iteration 49Q: 3 clusters Score -441865.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -441867.906250 Penalty: 4283.741211
	Iteration 50Q: 3 clusters Score -441867.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -441869.406250 Penalty: 4283.741211
	Iteration 51Q: 3 clusters Score -441869.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -441873.375000 Penalty: 4283.741211
	Iteration 52Q: 3 clusters Score -441873.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -441875.937500 Penalty: 4283.741211
	Iteration 53Q: 3 clusters Score -441875.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -441884.218750 Penalty: 4283.741211
	Iteration 54Q: 3 clusters Score -441884.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -441889.281250 Penalty: 4283.741211
	Iteration 55Q: 3 clusters Score -441889.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -441893.125000 Penalty: 4283.741211
	Iteration 56Q: 3 clusters Score -441893.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -441893.500000 Penalty: 4283.741211
	Iteration 57Q: 3 clusters Score -441893.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -441894.375000 Penalty: 4283.741211
	Iteration 58Q: 3 clusters Score -441894.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -441894.968750 Penalty: 4283.741211
	Iteration 59Q: 3 clusters Score -441895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -441895.343750 Penalty: 4283.741211
	Iteration 60F: 3 clusters Score -441895.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -441896.031250 Penalty: 4283.741211
	Iteration 61Q: 3 clusters Score -441896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -441898.062500 Penalty: 4283.741211
	Iteration 62Q: 3 clusters Score -441898.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -441898.375000 Penalty: 4283.741211
	Iteration 63Q: 3 clusters Score -441898.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -441901.343750 Penalty: 4283.741211
	Iteration 64Q: 3 clusters Score -441901.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -441903.687500 Penalty: 4283.741211
	Iteration 65Q: 3 clusters Score -441903.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -441908.187500 Penalty: 4283.741211
	Iteration 66Q: 3 clusters Score -441908.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -441910.187500 Penalty: 4283.741211
	Iteration 67Q: 3 clusters Score -441910.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -441912.437500 Penalty: 4283.741211
	Iteration 68Q: 3 clusters Score -441912.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -441915.500000 Penalty: 4283.741211
	Iteration 69Q: 3 clusters Score -441915.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -441919.031250 Penalty: 4283.741211
	Iteration 70Q: 3 clusters Score -441919 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -441922.718750 Penalty: 4283.741211
	Iteration 71Q: 3 clusters Score -441922.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -441928.187500 Penalty: 4283.741211
	Iteration 72Q: 3 clusters Score -441928.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -441937.093750 Penalty: 4283.741211
	Iteration 73Q: 3 clusters Score -441937.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -441946.312500 Penalty: 4283.741211
	Iteration 74Q: 3 clusters Score -441946.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -441958.718750 Penalty: 4283.741211
	Iteration 75Q: 3 clusters Score -441958.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -441967.562500 Penalty: 4283.741211
	Iteration 76Q: 3 clusters Score -441967.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -441979.656250 Penalty: 4283.741211
	Iteration 77Q: 3 clusters Score -441979.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -441992.468750 Penalty: 4283.741211
	Iteration 78Q: 3 clusters Score -441992.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -442003.906250 Penalty: 4283.741211
	Iteration 79Q: 3 clusters Score -442003.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -442021.843750 Penalty: 4283.741211
	Iteration 80F: 3 clusters Score -442021.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -442048.093750 Penalty: 4283.741211
	Iteration 81Q: 3 clusters Score -442048.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -442074.406250 Penalty: 4283.741211
	Iteration 82Q: 3 clusters Score -442074.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -442087.531250 Penalty: 4283.741211
	Iteration 83Q: 3 clusters Score -442087.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -442096.093750 Penalty: 4283.741211
	Iteration 84Q: 3 clusters Score -442096.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -442107.687500 Penalty: 4283.741211
	Iteration 85Q: 3 clusters Score -442107.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -442117.875000 Penalty: 4283.741211
	Iteration 86Q: 3 clusters Score -442117.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -442132.875000 Penalty: 4283.741211
	Iteration 87Q: 3 clusters Score -442132.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -442144.156250 Penalty: 4283.741211
	Iteration 88Q: 3 clusters Score -442144.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -442158.093750 Penalty: 4283.741211
	Iteration 89Q: 3 clusters Score -442158.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -442169.718750 Penalty: 4283.741211
	Iteration 90Q: 3 clusters Score -442169.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -442177.343750 Penalty: 4283.741211
	Iteration 91Q: 3 clusters Score -442177.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -442182.656250 Penalty: 4283.741211
	Iteration 92Q: 3 clusters Score -442182.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -442192.656250 Penalty: 4283.741211
	Iteration 93Q: 3 clusters Score -442192.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -442204.531250 Penalty: 4283.741211
	Iteration 94Q: 3 clusters Score -442204.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -442215.437500 Penalty: 4283.741211
	Iteration 95Q: 3 clusters Score -442215.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -442223.875000 Penalty: 4283.741211
	Iteration 96Q: 3 clusters Score -442223.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -442232.531250 Penalty: 4283.741211
	Iteration 97Q: 3 clusters Score -442232.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -442248.968750 Penalty: 4283.741211
	Iteration 98Q: 3 clusters Score -442249 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -442269.343750 Penalty: 4283.741211
	Iteration 99Q: 3 clusters Score -442269.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -442296.312500 Penalty: 4283.741211
	Iteration 100F: 3 clusters Score -442296.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -442328.093750 Penalty: 4283.741211
	Iteration 101Q: 3 clusters Score -442328.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -442360.000000 Penalty: 4283.741211
	Iteration 102Q: 3 clusters Score -442360 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -442398.968750 Penalty: 4283.741211
	Iteration 103Q: 3 clusters Score -442399 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -442438.062500 Penalty: 4283.741211
	Iteration 104Q: 3 clusters Score -442438.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -442456.218750 Penalty: 4283.741211
	Iteration 105Q: 3 clusters Score -442456.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -442467.406250 Penalty: 4283.741211
	Iteration 106Q: 3 clusters Score -442467.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -442481.500000 Penalty: 4283.741211
	Iteration 107Q: 3 clusters Score -442481.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -442488.500000 Penalty: 4283.741211
	Iteration 108Q: 3 clusters Score -442488.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -442491.718750 Penalty: 4283.741211
	Iteration 109Q: 3 clusters Score -442491.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -442498.593750 Penalty: 4283.741211
	Iteration 110Q: 3 clusters Score -442498.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -442502.562500 Penalty: 4283.741211
	Iteration 111Q: 3 clusters Score -442502.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -442503.656250 Penalty: 4283.741211
	Iteration 112Q: 3 clusters Score -442503.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -442505.968750 Penalty: 4283.741211
	Iteration 113Q: 3 clusters Score -442506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -442506.343750 Penalty: 4283.741211
	Iteration 114Q: 3 clusters Score -442506.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -442506.968750 Penalty: 4283.741211
	Iteration 115Q: 3 clusters Score -442507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -442507.718750 Penalty: 4283.741211
	Iteration 116Q: 3 clusters Score -442507.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -442507.750000 Penalty: 4283.741211
	Iteration 117Q: 3 clusters Score -442507.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -442508.281250 Penalty: 4283.741211
	Iteration 118Q: 3 clusters Score -442508.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -442508.281250 Penalty: 4283.741211
	Iteration 119F: 3 clusters Score -442508.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (6501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Entering Unmasked Estep 
Score: -479001.468750 Penalty: 2177.368408
	Iteration 0F: 2 clusters Score -479001.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -473540.562500 Penalty: 4354.736816
	Iteration 0F: 3 clusters Score -473540.6 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -474965.312500 Penalty: 4354.736816
	Iteration 1F: 3 clusters Score -474965.3 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -475318.656250 Penalty: 4354.736816
	Iteration 2F: 3 clusters Score -475318.7 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -475683.000000 Penalty: 4354.736816
	Iteration 3F: 3 clusters Score -475683 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -476187.437500 Penalty: 4354.736816
	Iteration 4F: 3 clusters Score -476187.4 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -476784.625000 Penalty: 4354.736816
	Iteration 5F: 3 clusters Score -476784.6 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -477365.437500 Penalty: 4354.736816
	Iteration 6F: 3 clusters Score -477365.4 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -477831.781250 Penalty: 4354.736816
	Iteration 7F: 3 clusters Score -477831.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -478108.218750 Penalty: 4354.736816
	Iteration 8F: 3 clusters Score -478108.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -478266.968750 Penalty: 4354.736816
	Iteration 9Q: 3 clusters Score -478267 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -478359.468750 Penalty: 4354.736816
	Iteration 10Q: 3 clusters Score -478359.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -478406.312500 Penalty: 4354.736816
	Iteration 11Q: 3 clusters Score -478406.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -478434.156250 Penalty: 4354.736816
	Iteration 12Q: 3 clusters Score -478434.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -478453.250000 Penalty: 4354.736816
	Iteration 13Q: 3 clusters Score -478453.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -478466.031250 Penalty: 4354.736816
	Iteration 14Q: 3 clusters Score -478466 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -478472.781250 Penalty: 4354.736816
	Iteration 15Q: 3 clusters Score -478472.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -478479.031250 Penalty: 4354.736816
	Iteration 16Q: 3 clusters Score -478479 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -478486.281250 Penalty: 4354.736816
	Iteration 17Q: 3 clusters Score -478486.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -478490.062500 Penalty: 4354.736816
	Iteration 18Q: 3 clusters Score -478490.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -478494.406250 Penalty: 4354.736816
	Iteration 19Q: 3 clusters Score -478494.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -478496.468750 Penalty: 4354.736816
	Iteration 20F: 3 clusters Score -478496.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -478500.000000 Penalty: 4354.736816
	Iteration 21Q: 3 clusters Score -478500 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -478502.750000 Penalty: 4354.736816
	Iteration 22Q: 3 clusters Score -478502.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -478503.937500 Penalty: 4354.736816
	Iteration 23Q: 3 clusters Score -478503.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -478504.156250 Penalty: 4354.736816
	Iteration 24Q: 3 clusters Score -478504.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -478504.906250 Penalty: 4354.736816
	Iteration 25Q: 3 clusters Score -478504.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -478504.906250 Penalty: 4354.736816
	Iteration 26F: 3 clusters Score -478504.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Entering Unmasked Estep 
Score: -241184.656250 Penalty: 2000.963989
	Iteration 0F: 2 clusters Score -241184.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -237820.343750 Penalty: 4001.927979
	Iteration 0F: 3 clusters Score -237820.3 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -238558.796875 Penalty: 4001.927979
	Iteration 1F: 3 clusters Score -238558.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -238748.343750 Penalty: 4001.927979
	Iteration 2F: 3 clusters Score -238748.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -238847.734375 Penalty: 4001.927979
	Iteration 3Q: 3 clusters Score -238847.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -238909.031250 Penalty: 4001.927979
	Iteration 4Q: 3 clusters Score -238909 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -238954.796875 Penalty: 4001.927979
	Iteration 5Q: 3 clusters Score -238954.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -238989.468750 Penalty: 4001.927979
	Iteration 6Q: 3 clusters Score -238989.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -239013.109375 Penalty: 4001.927979
	Iteration 7Q: 3 clusters Score -239013.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -239027.093750 Penalty: 4001.927979
	Iteration 8Q: 3 clusters Score -239027.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -239040.984375 Penalty: 4001.927979
	Iteration 9Q: 3 clusters Score -239041 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -239049.984375 Penalty: 4001.927979
	Iteration 10Q: 3 clusters Score -239050 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -239059.593750 Penalty: 4001.927979
	Iteration 11Q: 3 clusters Score -239059.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -239069.953125 Penalty: 4001.927979
	Iteration 12Q: 3 clusters Score -239070 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -239078.562500 Penalty: 4001.927979
	Iteration 13Q: 3 clusters Score -239078.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -239086.671875 Penalty: 4001.927979
	Iteration 14Q: 3 clusters Score -239086.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -239091.281250 Penalty: 4001.927979
	Iteration 15Q: 3 clusters Score -239091.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -239094.218750 Penalty: 4001.927979
	Iteration 16Q: 3 clusters Score -239094.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -239095.890625 Penalty: 4001.927979
	Iteration 17Q: 3 clusters Score -239095.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -239097.375000 Penalty: 4001.927979
	Iteration 18Q: 3 clusters Score -239097.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -239099.125000 Penalty: 4001.927979
	Iteration 19Q: 3 clusters Score -239099.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -239102.640625 Penalty: 4001.927979
	Iteration 20F: 3 clusters Score -239102.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -239106.593750 Penalty: 4001.927979
	Iteration 21Q: 3 clusters Score -239106.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -239110.406250 Penalty: 4001.927979
	Iteration 22Q: 3 clusters Score -239110.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -239117.718750 Penalty: 4001.927979
	Iteration 23Q: 3 clusters Score -239117.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -239124.765625 Penalty: 4001.927979
	Iteration 24Q: 3 clusters Score -239124.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -239130.890625 Penalty: 4001.927979
	Iteration 25Q: 3 clusters Score -239130.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -239134.609375 Penalty: 4001.927979
	Iteration 26Q: 3 clusters Score -239134.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -239137.515625 Penalty: 4001.927979
	Iteration 27Q: 3 clusters Score -239137.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -239139.906250 Penalty: 4001.927979
	Iteration 28Q: 3 clusters Score -239139.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -239142.718750 Penalty: 4001.927979
	Iteration 29Q: 3 clusters Score -239142.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -239146.468750 Penalty: 4001.927979
	Iteration 30Q: 3 clusters Score -239146.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -239149.859375 Penalty: 4001.927979
	Iteration 31Q: 3 clusters Score -239149.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -239152.718750 Penalty: 4001.927979
	Iteration 32Q: 3 clusters Score -239152.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -239155.062500 Penalty: 4001.927979
	Iteration 33Q: 3 clusters Score -239155.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -239158.906250 Penalty: 4001.927979
	Iteration 34Q: 3 clusters Score -239158.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -239163.812500 Penalty: 4001.927979
	Iteration 35Q: 3 clusters Score -239163.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -239170.640625 Penalty: 4001.927979
	Iteration 36Q: 3 clusters Score -239170.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -239178.265625 Penalty: 4001.927979
	Iteration 37Q: 3 clusters Score -239178.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -239184.703125 Penalty: 4001.927979
	Iteration 38Q: 3 clusters Score -239184.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -239190.703125 Penalty: 4001.927979
	Iteration 39Q: 3 clusters Score -239190.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -239199.671875 Penalty: 4001.927979
	Iteration 40F: 3 clusters Score -239199.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -239205.468750 Penalty: 4001.927979
	Iteration 41Q: 3 clusters Score -239205.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -239209.578125 Penalty: 4001.927979
	Iteration 42Q: 3 clusters Score -239209.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -239213.078125 Penalty: 4001.927979
	Iteration 43Q: 3 clusters Score -239213.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -239217.500000 Penalty: 4001.927979
	Iteration 44Q: 3 clusters Score -239217.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -239220.828125 Penalty: 4001.927979
	Iteration 45Q: 3 clusters Score -239220.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -239223.781250 Penalty: 4001.927979
	Iteration 46Q: 3 clusters Score -239223.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -239227.656250 Penalty: 4001.927979
	Iteration 47Q: 3 clusters Score -239227.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -239232.390625 Penalty: 4001.927979
	Iteration 48Q: 3 clusters Score -239232.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -239237.062500 Penalty: 4001.927979
	Iteration 49Q: 3 clusters Score -239237.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -239240.593750 Penalty: 4001.927979
	Iteration 50Q: 3 clusters Score -239240.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -239243.578125 Penalty: 4001.927979
	Iteration 51Q: 3 clusters Score -239243.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -239246.953125 Penalty: 4001.927979
	Iteration 52Q: 3 clusters Score -239247 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -239248.281250 Penalty: 4001.927979
	Iteration 53Q: 3 clusters Score -239248.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -239251.359375 Penalty: 4001.927979
	Iteration 54Q: 3 clusters Score -239251.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -239255.640625 Penalty: 4001.927979
	Iteration 55Q: 3 clusters Score -239255.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -239260.718750 Penalty: 4001.927979
	Iteration 56Q: 3 clusters Score -239260.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -239262.796875 Penalty: 4001.927979
	Iteration 57Q: 3 clusters Score -239262.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -239265.828125 Penalty: 4001.927979
	Iteration 58Q: 3 clusters Score -239265.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -239267.703125 Penalty: 4001.927979
	Iteration 59Q: 3 clusters Score -239267.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -239269.234375 Penalty: 4001.927979
	Iteration 60F: 3 clusters Score -239269.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -239269.921875 Penalty: 4001.927979
	Iteration 61Q: 3 clusters Score -239269.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -239270.265625 Penalty: 4001.927979
	Iteration 62Q: 3 clusters Score -239270.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -239272.875000 Penalty: 4001.927979
	Iteration 63Q: 3 clusters Score -239272.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -239276.468750 Penalty: 4001.927979
	Iteration 64Q: 3 clusters Score -239276.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -239279.796875 Penalty: 4001.927979
	Iteration 65Q: 3 clusters Score -239279.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -239283.406250 Penalty: 4001.927979
	Iteration 66Q: 3 clusters Score -239283.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -239287.625000 Penalty: 4001.927979
	Iteration 67Q: 3 clusters Score -239287.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -239290.765625 Penalty: 4001.927979
	Iteration 68Q: 3 clusters Score -239290.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -239293.125000 Penalty: 4001.927979
	Iteration 69Q: 3 clusters Score -239293.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -239294.906250 Penalty: 4001.927979
	Iteration 70Q: 3 clusters Score -239294.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -239295.109375 Penalty: 4001.927979
	Iteration 71Q: 3 clusters Score -239295.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -239296.390625 Penalty: 4001.927979
	Iteration 72Q: 3 clusters Score -239296.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -239296.515625 Penalty: 4001.927979
	Iteration 73Q: 3 clusters Score -239296.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -239296.515625 Penalty: 4001.927979
	Iteration 74F: 3 clusters Score -239296.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (75886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75886 members 
Entering Unmasked Estep 
Score: -6161508.000000 Penalty: 2786.772705
	Iteration 0F: 2 clusters Score -6161508 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37808 members 
Mstep: Class 2 contains 38078 members 
Entering Unmasked Estep 
Score: -6110729.000000 Penalty: 5573.545410
	Iteration 0F: 3 clusters Score -6110729 nChanged 35638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37304 members 
Mstep: Class 2 contains 38582 members 
Entering Unmasked Estep 
Score: -6131103.000000 Penalty: 5573.545410
	Iteration 1F: 3 clusters Score -6131103 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37089 members 
Mstep: Class 2 contains 38797 members 
Entering Unmasked Estep 
Score: -6132047.500000 Penalty: 5573.545410
	Iteration 2Q: 3 clusters Score -6132048 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36762 members 
Mstep: Class 2 contains 39124 members 
Entering Unmasked Estep 
Score: -6133054.500000 Penalty: 5573.545410
	Iteration 3Q: 3 clusters Score -6133054 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36248 members 
Mstep: Class 2 contains 39638 members 
Entering Unmasked Estep 
Score: -6134513.500000 Penalty: 5573.545410
	Iteration 4Q: 3 clusters Score -6134514 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35534 members 
Mstep: Class 2 contains 40352 members 
Entering Unmasked Estep 
Score: -6136427.500000 Penalty: 5573.545410
	Iteration 5Q: 3 clusters Score -6136428 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34634 members 
Mstep: Class 2 contains 41252 members 
Entering Unmasked Estep 
Score: -6138847.000000 Penalty: 5573.545410
	Iteration 6F: 3 clusters Score -6138847 nChanged 4268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33592 members 
Mstep: Class 2 contains 42294 members 
Entering Unmasked Estep 
Score: -6141536.000000 Penalty: 5573.545410
	Iteration 7F: 3 clusters Score -6141536 nChanged 4214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32560 members 
Mstep: Class 2 contains 43326 members 
Entering Unmasked Estep 
Score: -6144084.000000 Penalty: 5573.545410
	Iteration 8F: 3 clusters Score -6144084 nChanged 4040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31568 members 
Mstep: Class 2 contains 44318 members 
Entering Unmasked Estep 
Score: -6146351.000000 Penalty: 5573.545410
	Iteration 9F: 3 clusters Score -6146351 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30782 members 
Mstep: Class 2 contains 45104 members 
Entering Unmasked Estep 
Score: -6148136.500000 Penalty: 5573.545410
	Iteration 10Q: 3 clusters Score -6148136 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30104 members 
Mstep: Class 2 contains 45782 members 
Entering Unmasked Estep 
Score: -6149364.500000 Penalty: 5573.545410
	Iteration 11Q: 3 clusters Score -6149364 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29484 members 
Mstep: Class 2 contains 46402 members 
Entering Unmasked Estep 
Score: -6150041.000000 Penalty: 5573.545410
	Iteration 12Q: 3 clusters Score -6150041 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28900 members 
Mstep: Class 2 contains 46986 members 
Entering Unmasked Estep 
Score: -6150382.500000 Penalty: 5573.545410
	Iteration 13Q: 3 clusters Score -6150382 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28334 members 
Mstep: Class 2 contains 47552 members 
Entering Unmasked Estep 
Score: -6150563.000000 Penalty: 5573.545410
	Iteration 14Q: 3 clusters Score -6150563 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27743 members 
Mstep: Class 2 contains 48143 members 
Entering Unmasked Estep 
Score: -6150781.000000 Penalty: 5573.545410
	Iteration 15Q: 3 clusters Score -6150781 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27175 members 
Mstep: Class 2 contains 48711 members 
Entering Unmasked Estep 
Score: -6150924.500000 Penalty: 5573.545410
	Iteration 16Q: 3 clusters Score -6150924 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26538 members 
Mstep: Class 2 contains 49348 members 
Entering Unmasked Estep 
Score: -6151021.500000 Penalty: 5573.545410
	Iteration 17Q: 3 clusters Score -6151022 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25892 members 
Mstep: Class 2 contains 49994 members 
Entering Unmasked Estep 
Score: -6151168.000000 Penalty: 5573.545410
	Iteration 18Q: 3 clusters Score -6151168 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25175 members 
Mstep: Class 2 contains 50711 members 
Entering Unmasked Estep 
Score: -6151311.500000 Penalty: 5573.545410
	Iteration 19Q: 3 clusters Score -6151312 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24420 members 
Mstep: Class 2 contains 51466 members 
Entering Unmasked Estep 
Score: -6151500.000000 Penalty: 5573.545410
	Iteration 20F: 3 clusters Score -6151500 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23624 members 
Mstep: Class 2 contains 52262 members 
Entering Unmasked Estep 
Score: -6151676.000000 Penalty: 5573.545410
	Iteration 21Q: 3 clusters Score -6151676 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22757 members 
Mstep: Class 2 contains 53129 members 
Entering Unmasked Estep 
Score: -6151862.000000 Penalty: 5573.545410
	Iteration 22Q: 3 clusters Score -6151862 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21889 members 
Mstep: Class 2 contains 53997 members 
Entering Unmasked Estep 
Score: -6152062.500000 Penalty: 5573.545410
	Iteration 23Q: 3 clusters Score -6152062 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20980 members 
Mstep: Class 2 contains 54906 members 
Entering Unmasked Estep 
Score: -6152291.500000 Penalty: 5573.545410
	Iteration 24Q: 3 clusters Score -6152292 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20070 members 
Mstep: Class 2 contains 55816 members 
Entering Unmasked Estep 
Score: -6152460.500000 Penalty: 5573.545410
	Iteration 25Q: 3 clusters Score -6152460 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19181 members 
Mstep: Class 2 contains 56705 members 
Entering Unmasked Estep 
Score: -6152630.000000 Penalty: 5573.545410
	Iteration 26Q: 3 clusters Score -6152630 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18265 members 
Mstep: Class 2 contains 57621 members 
Entering Unmasked Estep 
Score: -6152863.000000 Penalty: 5573.545410
	Iteration 27Q: 3 clusters Score -6152863 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17337 members 
Mstep: Class 2 contains 58549 members 
Entering Unmasked Estep 
Score: -6153111.500000 Penalty: 5573.545410
	Iteration 28Q: 3 clusters Score -6153112 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16401 members 
Mstep: Class 2 contains 59485 members 
Entering Unmasked Estep 
Score: -6153345.000000 Penalty: 5573.545410
	Iteration 29Q: 3 clusters Score -6153345 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 60430 members 
Entering Unmasked Estep 
Score: -6153598.500000 Penalty: 5573.545410
	Iteration 30Q: 3 clusters Score -6153598 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 61439 members 
Entering Unmasked Estep 
Score: -6153904.500000 Penalty: 5573.545410
	Iteration 31Q: 3 clusters Score -6153904 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 62466 members 
Entering Unmasked Estep 
Score: -6154234.000000 Penalty: 5573.545410
	Iteration 32Q: 3 clusters Score -6154234 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 63501 members 
Entering Unmasked Estep 
Score: -6154573.500000 Penalty: 5573.545410
	Iteration 33Q: 3 clusters Score -6154574 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 64502 members 
Entering Unmasked Estep 
Score: -6154887.000000 Penalty: 5573.545410
	Iteration 34Q: 3 clusters Score -6154887 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 65456 members 
Entering Unmasked Estep 
Score: -6155229.500000 Penalty: 5573.545410
	Iteration 35Q: 3 clusters Score -6155230 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 66401 members 
Entering Unmasked Estep 
Score: -6155542.500000 Penalty: 5573.545410
	Iteration 36Q: 3 clusters Score -6155542 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 67321 members 
Entering Unmasked Estep 
Score: -6155865.500000 Penalty: 5573.545410
	Iteration 37Q: 3 clusters Score -6155866 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 68205 members 
Entering Unmasked Estep 
Score: -6156230.000000 Penalty: 5573.545410
	Iteration 38Q: 3 clusters Score -6156230 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 69043 members 
Entering Unmasked Estep 
Score: -6156633.500000 Penalty: 5573.545410
	Iteration 39Q: 3 clusters Score -6156634 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 69821 members 
Entering Unmasked Estep 
Score: -6156986.500000 Penalty: 5573.545410
	Iteration 40F: 3 clusters Score -6156986 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 70485 members 
Entering Unmasked Estep 
Score: -6157245.500000 Penalty: 5573.545410
	Iteration 41Q: 3 clusters Score -6157246 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 71105 members 
Entering Unmasked Estep 
Score: -6157500.500000 Penalty: 5573.545410
	Iteration 42Q: 3 clusters Score -6157500 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 71655 members 
Entering Unmasked Estep 
Score: -6157719.500000 Penalty: 5573.545410
	Iteration 43Q: 3 clusters Score -6157720 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 72133 members 
Entering Unmasked Estep 
Score: -6157927.500000 Penalty: 5573.545410
	Iteration 44Q: 3 clusters Score -6157928 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 72563 members 
Entering Unmasked Estep 
Score: -6158112.000000 Penalty: 5573.545410
	Iteration 45Q: 3 clusters Score -6158112 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 72952 members 
Entering Unmasked Estep 
Score: -6158300.000000 Penalty: 5573.545410
	Iteration 46Q: 3 clusters Score -6158300 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 73271 members 
Entering Unmasked Estep 
Score: -6158429.500000 Penalty: 5573.545410
	Iteration 47Q: 3 clusters Score -6158430 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 73533 members 
Entering Unmasked Estep 
Score: -6158548.500000 Penalty: 5573.545410
	Iteration 48Q: 3 clusters Score -6158548 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 73744 members 
Entering Unmasked Estep 
Score: -6158620.000000 Penalty: 5573.545410
	Iteration 49Q: 3 clusters Score -6158620 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 73940 members 
Entering Unmasked Estep 
Score: -6158728.000000 Penalty: 5573.545410
	Iteration 50Q: 3 clusters Score -6158728 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 74114 members 
Entering Unmasked Estep 
Score: -6158827.000000 Penalty: 5573.545410
	Iteration 51Q: 3 clusters Score -6158827 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 74266 members 
Entering Unmasked Estep 
Score: -6158917.500000 Penalty: 5573.545410
	Iteration 52Q: 3 clusters Score -6158918 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 74387 members 
Entering Unmasked Estep 
Score: -6158969.000000 Penalty: 5573.545410
	Iteration 53Q: 3 clusters Score -6158969 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 74485 members 
Entering Unmasked Estep 
Score: -6159039.000000 Penalty: 5573.545410
	Iteration 54Q: 3 clusters Score -6159039 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 74567 members 
Entering Unmasked Estep 
Score: -6159081.000000 Penalty: 5573.545410
	Iteration 55Q: 3 clusters Score -6159081 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 74639 members 
Entering Unmasked Estep 
Score: -6159116.500000 Penalty: 5573.545410
	Iteration 56Q: 3 clusters Score -6159116 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 74692 members 
Entering Unmasked Estep 
Score: -6159143.500000 Penalty: 5573.545410
	Iteration 57Q: 3 clusters Score -6159144 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 74733 members 
Entering Unmasked Estep 
Score: -6159165.500000 Penalty: 5573.545410
	Iteration 58Q: 3 clusters Score -6159166 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 74773 members 
Entering Unmasked Estep 
Score: -6159190.500000 Penalty: 5573.545410
	Iteration 59Q: 3 clusters Score -6159190 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 74800 members 
Entering Unmasked Estep 
Score: -6159205.000000 Penalty: 5573.545410
	Iteration 60F: 3 clusters Score -6159205 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 74819 members 
Entering Unmasked Estep 
Score: -6159213.500000 Penalty: 5573.545410
	Iteration 61Q: 3 clusters Score -6159214 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 74837 members 
Entering Unmasked Estep 
Score: -6159222.000000 Penalty: 5573.545410
	Iteration 62Q: 3 clusters Score -6159222 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 74848 members 
Entering Unmasked Estep 
Score: -6159221.500000 Penalty: 5573.545410
	Iteration 63Q: 3 clusters Score -6159222 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 74856 members 
Entering Unmasked Estep 
Score: -6159234.000000 Penalty: 5573.545410
	Iteration 64Q: 3 clusters Score -6159234 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 74869 members 
Entering Unmasked Estep 
Score: -6159230.500000 Penalty: 5573.545410
	Iteration 65Q: 3 clusters Score -6159230 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 74882 members 
Entering Unmasked Estep 
Score: -6159236.500000 Penalty: 5573.545410
	Iteration 66Q: 3 clusters Score -6159236 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 74892 members 
Entering Unmasked Estep 
Score: -6159247.000000 Penalty: 5573.545410
	Iteration 67Q: 3 clusters Score -6159247 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 74897 members 
Entering Unmasked Estep 
Score: -6159236.500000 Penalty: 5573.545410
	Iteration 68Q: 3 clusters Score -6159236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 74900 members 
Entering Unmasked Estep 
Score: -6159239.000000 Penalty: 5573.545410
	Iteration 69Q: 3 clusters Score -6159239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 74902 members 
Entering Unmasked Estep 
Score: -6159239.500000 Penalty: 5573.545410
	Iteration 70Q: 3 clusters Score -6159240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 74905 members 
Entering Unmasked Estep 
Score: -6159242.500000 Penalty: 5573.545410
	Iteration 71Q: 3 clusters Score -6159242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 74907 members 
Entering Unmasked Estep 
Score: -6159241.500000 Penalty: 5573.545410
	Iteration 72Q: 3 clusters Score -6159242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 74910 members 
Entering Unmasked Estep 
Score: -6159248.500000 Penalty: 5573.545410
	Iteration 73Q: 3 clusters Score -6159248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 74915 members 
Entering Unmasked Estep 
Score: -6159247.500000 Penalty: 5573.545410
	Iteration 74Q: 3 clusters Score -6159248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 74920 members 
Entering Unmasked Estep 
Score: -6159246.500000 Penalty: 5573.545410
	Iteration 75Q: 3 clusters Score -6159246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 74920 members 
Entering Unmasked Estep 
Score: -6159246.500000 Penalty: 5573.545410
	Iteration 76Q: 3 clusters Score -6159246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 74919 members 
Entering Unmasked Estep 
Score: -6159246.500000 Penalty: 5573.545410
	Iteration 77Q: 3 clusters Score -6159246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 74919 members 
Entering Unmasked Estep 
Score: -6159246.500000 Penalty: 5573.545410
	Iteration 78F: 3 clusters Score -6159246 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Entering Unmasked Estep 
Score: -348669.656250 Penalty: 2104.556641
	Iteration 0F: 2 clusters Score -348669.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -344269.750000 Penalty: 4209.113281
	Iteration 0F: 3 clusters Score -344269.8 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -345343.187500 Penalty: 4209.113281
	Iteration 1F: 3 clusters Score -345343.2 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -345615.656250 Penalty: 4209.113281
	Iteration 2F: 3 clusters Score -345615.7 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -345873.250000 Penalty: 4209.113281
	Iteration 3F: 3 clusters Score -345873.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -346113.281250 Penalty: 4209.113281
	Iteration 4F: 3 clusters Score -346113.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -346313.125000 Penalty: 4209.113281
	Iteration 5F: 3 clusters Score -346313.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -346457.406250 Penalty: 4209.113281
	Iteration 6Q: 3 clusters Score -346457.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -346559.125000 Penalty: 4209.113281
	Iteration 7Q: 3 clusters Score -346559.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -346640.687500 Penalty: 4209.113281
	Iteration 8Q: 3 clusters Score -346640.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -346706.312500 Penalty: 4209.113281
	Iteration 9Q: 3 clusters Score -346706.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -346746.937500 Penalty: 4209.113281
	Iteration 10Q: 3 clusters Score -346746.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -346779.281250 Penalty: 4209.113281
	Iteration 11Q: 3 clusters Score -346779.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -346805.437500 Penalty: 4209.113281
	Iteration 12Q: 3 clusters Score -346805.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -346837.468750 Penalty: 4209.113281
	Iteration 13Q: 3 clusters Score -346837.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -346876.656250 Penalty: 4209.113281
	Iteration 14Q: 3 clusters Score -346876.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -346919.312500 Penalty: 4209.113281
	Iteration 15Q: 3 clusters Score -346919.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -346959.781250 Penalty: 4209.113281
	Iteration 16Q: 3 clusters Score -346959.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -346993.156250 Penalty: 4209.113281
	Iteration 17Q: 3 clusters Score -346993.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -347027.437500 Penalty: 4209.113281
	Iteration 18Q: 3 clusters Score -347027.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -347051.031250 Penalty: 4209.113281
	Iteration 19Q: 3 clusters Score -347051 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -347074.093750 Penalty: 4209.113281
	Iteration 20F: 3 clusters Score -347074.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -347095.812500 Penalty: 4209.113281
	Iteration 21Q: 3 clusters Score -347095.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -347118.250000 Penalty: 4209.113281
	Iteration 22Q: 3 clusters Score -347118.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -347135.718750 Penalty: 4209.113281
	Iteration 23Q: 3 clusters Score -347135.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -347149.531250 Penalty: 4209.113281
	Iteration 24Q: 3 clusters Score -347149.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -347157.500000 Penalty: 4209.113281
	Iteration 25Q: 3 clusters Score -347157.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -347162.750000 Penalty: 4209.113281
	Iteration 26Q: 3 clusters Score -347162.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -347167.531250 Penalty: 4209.113281
	Iteration 27Q: 3 clusters Score -347167.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -347169.343750 Penalty: 4209.113281
	Iteration 28Q: 3 clusters Score -347169.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -347171.500000 Penalty: 4209.113281
	Iteration 29Q: 3 clusters Score -347171.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -347176.937500 Penalty: 4209.113281
	Iteration 30Q: 3 clusters Score -347176.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -347179.500000 Penalty: 4209.113281
	Iteration 31Q: 3 clusters Score -347179.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -347183.562500 Penalty: 4209.113281
	Iteration 32Q: 3 clusters Score -347183.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -347189.062500 Penalty: 4209.113281
	Iteration 33Q: 3 clusters Score -347189.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -347195.937500 Penalty: 4209.113281
	Iteration 34Q: 3 clusters Score -347195.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -347199.968750 Penalty: 4209.113281
	Iteration 35Q: 3 clusters Score -347200 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -347203.906250 Penalty: 4209.113281
	Iteration 36Q: 3 clusters Score -347203.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -347206.906250 Penalty: 4209.113281
	Iteration 37Q: 3 clusters Score -347206.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -347209.718750 Penalty: 4209.113281
	Iteration 38Q: 3 clusters Score -347209.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -347211.875000 Penalty: 4209.113281
	Iteration 39Q: 3 clusters Score -347211.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -347214.500000 Penalty: 4209.113281
	Iteration 40F: 3 clusters Score -347214.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -347217.656250 Penalty: 4209.113281
	Iteration 41Q: 3 clusters Score -347217.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -347218.156250 Penalty: 4209.113281
	Iteration 42Q: 3 clusters Score -347218.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -347219.343750 Penalty: 4209.113281
	Iteration 43Q: 3 clusters Score -347219.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -347220.562500 Penalty: 4209.113281
	Iteration 44Q: 3 clusters Score -347220.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -347221.187500 Penalty: 4209.113281
	Iteration 45Q: 3 clusters Score -347221.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -347222.437500 Penalty: 4209.113281
	Iteration 46Q: 3 clusters Score -347222.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -347222.875000 Penalty: 4209.113281
	Iteration 47Q: 3 clusters Score -347222.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -347222.875000 Penalty: 4209.113281
	Iteration 48Q: 3 clusters Score -347222.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -347222.875000 Penalty: 4209.113281
	Iteration 49F: 3 clusters Score -347222.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (7775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Entering Unmasked Estep 
Score: -599899.312500 Penalty: 2221.749756
	Iteration 0F: 2 clusters Score -599899.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -593571.187500 Penalty: 4443.499512
	Iteration 0F: 3 clusters Score -593571.2 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -595288.312500 Penalty: 4443.499512
	Iteration 1F: 3 clusters Score -595288.3 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -595556.687500 Penalty: 4443.499512
	Iteration 2F: 3 clusters Score -595556.7 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -595773.000000 Penalty: 4443.499512
	Iteration 3F: 3 clusters Score -595773 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -595997.875000 Penalty: 4443.499512
	Iteration 4Q: 3 clusters Score -595997.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -596190.625000 Penalty: 4443.499512
	Iteration 5Q: 3 clusters Score -596190.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -596361.875000 Penalty: 4443.499512
	Iteration 6Q: 3 clusters Score -596361.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -596504.125000 Penalty: 4443.499512
	Iteration 7Q: 3 clusters Score -596504.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -596658.312500 Penalty: 4443.499512
	Iteration 8Q: 3 clusters Score -596658.3 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -596825.000000 Penalty: 4443.499512
	Iteration 9Q: 3 clusters Score -596825 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -597022.562500 Penalty: 4443.499512
	Iteration 10Q: 3 clusters Score -597022.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -597232.687500 Penalty: 4443.499512
	Iteration 11Q: 3 clusters Score -597232.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -597410.625000 Penalty: 4443.499512
	Iteration 12Q: 3 clusters Score -597410.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -597574.250000 Penalty: 4443.499512
	Iteration 13Q: 3 clusters Score -597574.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -597761.375000 Penalty: 4443.499512
	Iteration 14Q: 3 clusters Score -597761.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -597910.187500 Penalty: 4443.499512
	Iteration 15Q: 3 clusters Score -597910.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -598017.000000 Penalty: 4443.499512
	Iteration 16Q: 3 clusters Score -598017 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -598097.750000 Penalty: 4443.499512
	Iteration 17Q: 3 clusters Score -598097.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -598157.062500 Penalty: 4443.499512
	Iteration 18Q: 3 clusters Score -598157.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -598197.000000 Penalty: 4443.499512
	Iteration 19Q: 3 clusters Score -598197 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -598221.000000 Penalty: 4443.499512
	Iteration 20F: 3 clusters Score -598221 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -598237.875000 Penalty: 4443.499512
	Iteration 21Q: 3 clusters Score -598237.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -598251.312500 Penalty: 4443.499512
	Iteration 22Q: 3 clusters Score -598251.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -598257.750000 Penalty: 4443.499512
	Iteration 23Q: 3 clusters Score -598257.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -598264.187500 Penalty: 4443.499512
	Iteration 24Q: 3 clusters Score -598264.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -598268.000000 Penalty: 4443.499512
	Iteration 25Q: 3 clusters Score -598268 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -598272.562500 Penalty: 4443.499512
	Iteration 26Q: 3 clusters Score -598272.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -598275.562500 Penalty: 4443.499512
	Iteration 27Q: 3 clusters Score -598275.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -598276.500000 Penalty: 4443.499512
	Iteration 28Q: 3 clusters Score -598276.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -598277.625000 Penalty: 4443.499512
	Iteration 29Q: 3 clusters Score -598277.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -598277.625000 Penalty: 4443.499512
	Iteration 30F: 3 clusters Score -598277.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (4046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Entering Unmasked Estep 
Score: -294617.531250 Penalty: 2059.760010
	Iteration 0F: 2 clusters Score -294617.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -290681.281250 Penalty: 4119.520020
	Iteration 0F: 3 clusters Score -290681.3 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -291506.937500 Penalty: 4119.520020
	Iteration 1F: 3 clusters Score -291506.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -291711.593750 Penalty: 4119.520020
	Iteration 2F: 3 clusters Score -291711.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -291858.968750 Penalty: 4119.520020
	Iteration 3F: 3 clusters Score -291859 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -291969.187500 Penalty: 4119.520020
	Iteration 4Q: 3 clusters Score -291969.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -292050.531250 Penalty: 4119.520020
	Iteration 5Q: 3 clusters Score -292050.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -292121.406250 Penalty: 4119.520020
	Iteration 6Q: 3 clusters Score -292121.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -292170.156250 Penalty: 4119.520020
	Iteration 7Q: 3 clusters Score -292170.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -292220.437500 Penalty: 4119.520020
	Iteration 8Q: 3 clusters Score -292220.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -292266.875000 Penalty: 4119.520020
	Iteration 9Q: 3 clusters Score -292266.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -292301.781250 Penalty: 4119.520020
	Iteration 10Q: 3 clusters Score -292301.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -292334.312500 Penalty: 4119.520020
	Iteration 11Q: 3 clusters Score -292334.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -292365.656250 Penalty: 4119.520020
	Iteration 12Q: 3 clusters Score -292365.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -292389.500000 Penalty: 4119.520020
	Iteration 13Q: 3 clusters Score -292389.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -292409.750000 Penalty: 4119.520020
	Iteration 14Q: 3 clusters Score -292409.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -292429.218750 Penalty: 4119.520020
	Iteration 15Q: 3 clusters Score -292429.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -292451.312500 Penalty: 4119.520020
	Iteration 16Q: 3 clusters Score -292451.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -292465.437500 Penalty: 4119.520020
	Iteration 17Q: 3 clusters Score -292465.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -292481.656250 Penalty: 4119.520020
	Iteration 18Q: 3 clusters Score -292481.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -292499.000000 Penalty: 4119.520020
	Iteration 19Q: 3 clusters Score -292499 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -292511.187500 Penalty: 4119.520020
	Iteration 20F: 3 clusters Score -292511.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -292526.031250 Penalty: 4119.520020
	Iteration 21Q: 3 clusters Score -292526 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -292545.875000 Penalty: 4119.520020
	Iteration 22Q: 3 clusters Score -292545.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -292566.843750 Penalty: 4119.520020
	Iteration 23Q: 3 clusters Score -292566.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -292589.875000 Penalty: 4119.520020
	Iteration 24Q: 3 clusters Score -292589.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -292619.156250 Penalty: 4119.520020
	Iteration 25Q: 3 clusters Score -292619.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -292645.281250 Penalty: 4119.520020
	Iteration 26Q: 3 clusters Score -292645.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -292672.468750 Penalty: 4119.520020
	Iteration 27Q: 3 clusters Score -292672.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -292686.937500 Penalty: 4119.520020
	Iteration 28Q: 3 clusters Score -292686.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -292700.187500 Penalty: 4119.520020
	Iteration 29Q: 3 clusters Score -292700.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -292710.343750 Penalty: 4119.520020
	Iteration 30Q: 3 clusters Score -292710.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -292719.250000 Penalty: 4119.520020
	Iteration 31Q: 3 clusters Score -292719.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -292731.468750 Penalty: 4119.520020
	Iteration 32Q: 3 clusters Score -292731.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -292744.406250 Penalty: 4119.520020
	Iteration 33Q: 3 clusters Score -292744.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -292758.750000 Penalty: 4119.520020
	Iteration 34Q: 3 clusters Score -292758.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -292771.687500 Penalty: 4119.520020
	Iteration 35Q: 3 clusters Score -292771.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -292780.750000 Penalty: 4119.520020
	Iteration 36Q: 3 clusters Score -292780.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -292789.843750 Penalty: 4119.520020
	Iteration 37Q: 3 clusters Score -292789.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -292798.375000 Penalty: 4119.520020
	Iteration 38Q: 3 clusters Score -292798.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -292805.218750 Penalty: 4119.520020
	Iteration 39Q: 3 clusters Score -292805.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -292812.687500 Penalty: 4119.520020
	Iteration 40F: 3 clusters Score -292812.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -292820.937500 Penalty: 4119.520020
	Iteration 41Q: 3 clusters Score -292820.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -292833.937500 Penalty: 4119.520020
	Iteration 42Q: 3 clusters Score -292833.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -292842.406250 Penalty: 4119.520020
	Iteration 43Q: 3 clusters Score -292842.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -292849.562500 Penalty: 4119.520020
	Iteration 44Q: 3 clusters Score -292849.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -292858.781250 Penalty: 4119.520020
	Iteration 45Q: 3 clusters Score -292858.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -292863.250000 Penalty: 4119.520020
	Iteration 46Q: 3 clusters Score -292863.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -292867.343750 Penalty: 4119.520020
	Iteration 47Q: 3 clusters Score -292867.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -292870.406250 Penalty: 4119.520020
	Iteration 48Q: 3 clusters Score -292870.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -292874.593750 Penalty: 4119.520020
	Iteration 49Q: 3 clusters Score -292874.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -292877.562500 Penalty: 4119.520020
	Iteration 50Q: 3 clusters Score -292877.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -292877.968750 Penalty: 4119.520020
	Iteration 51Q: 3 clusters Score -292878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -292877.968750 Penalty: 4119.520020
	Iteration 52F: 3 clusters Score -292878 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (553828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553828 members 
Entering Unmasked Estep 
Score: -43551444.000000 Penalty: 3279.703125
	Iteration 0F: 2 clusters Score -4.355144e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276783 members 
Mstep: Class 2 contains 277045 members 
Entering Unmasked Estep 
Score: -43176080.000000 Penalty: 6559.406250
	Iteration 0F: 3 clusters Score -4.317608e+07 nChanged 270735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268244 members 
Mstep: Class 2 contains 285584 members 
Entering Unmasked Estep 
Score: -43341088.000000 Penalty: 6559.406250
	Iteration 1F: 3 clusters Score -4.334109e+07 nChanged 15166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262940 members 
Mstep: Class 2 contains 290888 members 
Entering Unmasked Estep 
Score: -43345492.000000 Penalty: 6559.406250
	Iteration 2Q: 3 clusters Score -4.334549e+07 nChanged 16889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255203 members 
Mstep: Class 2 contains 298625 members 
Entering Unmasked Estep 
Score: -43349820.000000 Penalty: 6559.406250
	Iteration 3Q: 3 clusters Score -4.334982e+07 nChanged 19312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244121 members 
Mstep: Class 2 contains 309707 members 
Entering Unmasked Estep 
Score: -43355740.000000 Penalty: 6559.406250
	Iteration 4Q: 3 clusters Score -4.335574e+07 nChanged 22737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228250 members 
Mstep: Class 2 contains 325578 members 
Entering Unmasked Estep 
Score: -43365200.000000 Penalty: 6559.406250
	Iteration 5Q: 3 clusters Score -4.33652e+07 nChanged 27333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205935 members 
Mstep: Class 2 contains 347893 members 
Entering Unmasked Estep 
Score: -43378488.000000 Penalty: 6559.406250
	Iteration 6Q: 3 clusters Score -4.337849e+07 nChanged 33624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175809 members 
Mstep: Class 2 contains 378019 members 
Entering Unmasked Estep 
Score: -43400552.000000 Penalty: 6559.406250
	Iteration 7F: 3 clusters Score -4.340055e+07 nChanged 38380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139691 members 
Mstep: Class 2 contains 414137 members 
Entering Unmasked Estep 
Score: -43430556.000000 Penalty: 6559.406250
	Iteration 8F: 3 clusters Score -4.343056e+07 nChanged 38443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102566 members 
Mstep: Class 2 contains 451262 members 
Entering Unmasked Estep 
Score: -43464524.000000 Penalty: 6559.406250
	Iteration 9F: 3 clusters Score -4.346452e+07 nChanged 31946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71476 members 
Mstep: Class 2 contains 482352 members 
Entering Unmasked Estep 
Score: -43493208.000000 Penalty: 6559.406250
	Iteration 10F: 3 clusters Score -4.349321e+07 nChanged 22661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49329 members 
Mstep: Class 2 contains 504499 members 
Entering Unmasked Estep 
Score: -43513244.000000 Penalty: 6559.406250
	Iteration 11Q: 3 clusters Score -4.351324e+07 nChanged 15094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34609 members 
Mstep: Class 2 contains 519219 members 
Entering Unmasked Estep 
Score: -43526292.000000 Penalty: 6559.406250
	Iteration 12Q: 3 clusters Score -4.352629e+07 nChanged 9806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25009 members 
Mstep: Class 2 contains 528819 members 
Entering Unmasked Estep 
Score: -43535116.000000 Penalty: 6559.406250
	Iteration 13Q: 3 clusters Score -4.353512e+07 nChanged 6446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18709 members 
Mstep: Class 2 contains 535119 members 
Entering Unmasked Estep 
Score: -43541160.000000 Penalty: 6559.406250
	Iteration 14Q: 3 clusters Score -4.354116e+07 nChanged 4292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 539161 members 
Entering Unmasked Estep 
Score: -43544972.000000 Penalty: 6559.406250
	Iteration 15Q: 3 clusters Score -4.354497e+07 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 541516 members 
Entering Unmasked Estep 
Score: -43547448.000000 Penalty: 6559.406250
	Iteration 16Q: 3 clusters Score -4.354745e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 542946 members 
Entering Unmasked Estep 
Score: -43548920.000000 Penalty: 6559.406250
	Iteration 17Q: 3 clusters Score -4.354892e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 543811 members 
Entering Unmasked Estep 
Score: -43549564.000000 Penalty: 6559.406250
	Iteration 18Q: 3 clusters Score -4.354956e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 544415 members 
Entering Unmasked Estep 
Score: -43550088.000000 Penalty: 6559.406250
	Iteration 19Q: 3 clusters Score -4.355009e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 544829 members 
Entering Unmasked Estep 
Score: -43550384.000000 Penalty: 6559.406250
	Iteration 20F: 3 clusters Score -4.355038e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 545134 members 
Entering Unmasked Estep 
Score: -43550564.000000 Penalty: 6559.406250
	Iteration 21Q: 3 clusters Score -4.355056e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 545352 members 
Entering Unmasked Estep 
Score: -43550780.000000 Penalty: 6559.406250
	Iteration 22Q: 3 clusters Score -4.355078e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 545502 members 
Entering Unmasked Estep 
Score: -43550876.000000 Penalty: 6559.406250
	Iteration 23Q: 3 clusters Score -4.355088e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 545609 members 
Entering Unmasked Estep 
Score: -43550924.000000 Penalty: 6559.406250
	Iteration 24Q: 3 clusters Score -4.355092e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 545693 members 
Entering Unmasked Estep 
Score: -43551040.000000 Penalty: 6559.406250
	Iteration 25Q: 3 clusters Score -4.355104e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 545751 members 
Entering Unmasked Estep 
Score: -43551060.000000 Penalty: 6559.406250
	Iteration 26Q: 3 clusters Score -4.355106e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 545809 members 
Entering Unmasked Estep 
Score: -43551120.000000 Penalty: 6559.406250
	Iteration 27Q: 3 clusters Score -4.355112e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 545859 members 
Entering Unmasked Estep 
Score: -43551220.000000 Penalty: 6559.406250
	Iteration 28Q: 3 clusters Score -4.355122e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 545895 members 
Entering Unmasked Estep 
Score: -43551224.000000 Penalty: 6559.406250
	Iteration 29Q: 3 clusters Score -4.355122e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 545905 members 
Entering Unmasked Estep 
Score: -43551212.000000 Penalty: 6559.406250
	Iteration 30Q: 3 clusters Score -4.355121e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 545915 members 
Entering Unmasked Estep 
Score: -43551256.000000 Penalty: 6559.406250
	Iteration 31Q: 3 clusters Score -4.355126e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 545920 members 
Entering Unmasked Estep 
Score: -43551216.000000 Penalty: 6559.406250
	Iteration 32Q: 3 clusters Score -4.355122e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 545920 members 
Entering Unmasked Estep 
Score: -43551224.000000 Penalty: 6559.406250
	Iteration 33Q: 3 clusters Score -4.355122e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 545937 members 
Entering Unmasked Estep 
Score: -43551192.000000 Penalty: 6559.406250
	Iteration 34Q: 3 clusters Score -4.355119e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 545969 members 
Entering Unmasked Estep 
Score: -43551240.000000 Penalty: 6559.406250
	Iteration 35Q: 3 clusters Score -4.355124e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 545995 members 
Entering Unmasked Estep 
Score: -43551244.000000 Penalty: 6559.406250
	Iteration 36Q: 3 clusters Score -4.355124e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 546015 members 
Entering Unmasked Estep 
Score: -43551224.000000 Penalty: 6559.406250
	Iteration 37Q: 3 clusters Score -4.355122e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 546021 members 
Entering Unmasked Estep 
Score: -43551192.000000 Penalty: 6559.406250
	Iteration 38Q: 3 clusters Score -4.355119e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 546024 members 
Entering Unmasked Estep 
Score: -43551184.000000 Penalty: 6559.406250
	Iteration 39Q: 3 clusters Score -4.355118e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 546028 members 
Entering Unmasked Estep 
Score: -43551232.000000 Penalty: 6559.406250
	Iteration 40F: 3 clusters Score -4.355123e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 546031 members 
Entering Unmasked Estep 
Score: -43551252.000000 Penalty: 6559.406250
	Iteration 41Q: 3 clusters Score -4.355125e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 546035 members 
Entering Unmasked Estep 
Score: -43551272.000000 Penalty: 6559.406250
	Iteration 42Q: 3 clusters Score -4.355127e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 546036 members 
Entering Unmasked Estep 
Score: -43551268.000000 Penalty: 6559.406250
	Iteration 43Q: 3 clusters Score -4.355127e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 546034 members 
Entering Unmasked Estep 
Score: -43551276.000000 Penalty: 6559.406250
	Iteration 44Q: 3 clusters Score -4.355128e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 546032 members 
Entering Unmasked Estep 
Score: -43551256.000000 Penalty: 6559.406250
	Iteration 45Q: 3 clusters Score -4.355126e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 546031 members 
Entering Unmasked Estep 
Score: -43551248.000000 Penalty: 6559.406250
	Iteration 46Q: 3 clusters Score -4.355125e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 546029 members 
Entering Unmasked Estep 
Score: -43551240.000000 Penalty: 6559.406250
	Iteration 47Q: 3 clusters Score -4.355124e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 546025 members 
Entering Unmasked Estep 
Score: -43551228.000000 Penalty: 6559.406250
	Iteration 48Q: 3 clusters Score -4.355123e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 546020 members 
Entering Unmasked Estep 
Score: -43551224.000000 Penalty: 6559.406250
	Iteration 49Q: 3 clusters Score -4.355122e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 546022 members 
Entering Unmasked Estep 
Score: -43551240.000000 Penalty: 6559.406250
	Iteration 50Q: 3 clusters Score -4.355124e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 546025 members 
Entering Unmasked Estep 
Score: -43551252.000000 Penalty: 6559.406250
	Iteration 51Q: 3 clusters Score -4.355125e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 546028 members 
Entering Unmasked Estep 
Score: -43551276.000000 Penalty: 6559.406250
	Iteration 52Q: 3 clusters Score -4.355128e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 546029 members 
Entering Unmasked Estep 
Score: -43551328.000000 Penalty: 6559.406250
	Iteration 53Q: 3 clusters Score -4.355133e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 546028 members 
Entering Unmasked Estep 
Score: -43551304.000000 Penalty: 6559.406250
	Iteration 54Q: 3 clusters Score -4.35513e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 546031 members 
Entering Unmasked Estep 
Score: -43551308.000000 Penalty: 6559.406250
	Iteration 55Q: 3 clusters Score -4.355131e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 546033 members 
Entering Unmasked Estep 
Score: -43551312.000000 Penalty: 6559.406250
	Iteration 56Q: 3 clusters Score -4.355131e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 546032 members 
Entering Unmasked Estep 
Score: -43551276.000000 Penalty: 6559.406250
	Iteration 57Q: 3 clusters Score -4.355128e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 546033 members 
Entering Unmasked Estep 
Score: -43551312.000000 Penalty: 6559.406250
	Iteration 58Q: 3 clusters Score -4.355131e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 546029 members 
Entering Unmasked Estep 
Score: -43551288.000000 Penalty: 6559.406250
	Iteration 59Q: 3 clusters Score -4.355129e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 546025 members 
Entering Unmasked Estep 
Score: -43551272.000000 Penalty: 6559.406250
	Iteration 60F: 3 clusters Score -4.355127e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 546018 members 
Entering Unmasked Estep 
Score: -43551268.000000 Penalty: 6559.406250
	Iteration 61Q: 3 clusters Score -4.355127e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 546018 members 
Entering Unmasked Estep 
Score: -43551280.000000 Penalty: 6559.406250
	Iteration 62Q: 3 clusters Score -4.355128e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 546019 members 
Entering Unmasked Estep 
Score: -43551272.000000 Penalty: 6559.406250
	Iteration 63Q: 3 clusters Score -4.355127e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 546020 members 
Entering Unmasked Estep 
Score: -43551272.000000 Penalty: 6559.406250
	Iteration 64Q: 3 clusters Score -4.355127e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 546021 members 
Entering Unmasked Estep 
Score: -43551268.000000 Penalty: 6559.406250
	Iteration 65Q: 3 clusters Score -4.355127e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 546023 members 
Entering Unmasked Estep 
Score: -43551264.000000 Penalty: 6559.406250
	Iteration 66Q: 3 clusters Score -4.355126e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 546022 members 
Entering Unmasked Estep 
Score: -43551288.000000 Penalty: 6559.406250
	Iteration 67Q: 3 clusters Score -4.355129e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 546020 members 
Entering Unmasked Estep 
Score: -43551280.000000 Penalty: 6559.406250
	Iteration 68Q: 3 clusters Score -4.355128e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 546021 members 
Entering Unmasked Estep 
Score: -43551280.000000 Penalty: 6559.406250
	Iteration 69Q: 3 clusters Score -4.355128e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 546022 members 
Entering Unmasked Estep 
Score: -43551280.000000 Penalty: 6559.406250
	Iteration 70Q: 3 clusters Score -4.355128e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 546023 members 
Entering Unmasked Estep 
Score: -43551284.000000 Penalty: 6559.406250
	Iteration 71Q: 3 clusters Score -4.355128e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 546025 members 
Entering Unmasked Estep 
Score: -43551288.000000 Penalty: 6559.406250
	Iteration 72Q: 3 clusters Score -4.355129e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 546026 members 
Entering Unmasked Estep 
Score: -43551288.000000 Penalty: 6559.406250
	Iteration 73Q: 3 clusters Score -4.355129e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 546026 members 
Entering Unmasked Estep 
Score: -43551288.000000 Penalty: 6559.406250
	Iteration 74F: 3 clusters Score -4.355129e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 119640 members 
Mstep: Class 2 contains 46383 members 
Mstep: Class 3 contains 1252 members 
Mstep: Class 4 contains 152145 members 
Mstep: Class 5 contains 8902 members 
Mstep: Class 6 contains 9914 members 
Mstep: Class 7 contains 32276 members 
Mstep: Class 8 contains 3207 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3381 members 
Mstep: Class 11 contains 8133 members 
Mstep: Class 12 contains 13270 members 
Mstep: Class 13 contains 64509 members 
Mstep: Class 14 contains 2414 members 
Mstep: Class 15 contains 23196 members 
Mstep: Class 16 contains 4333 members 
Mstep: Class 17 contains 15801 members 
Mstep: Class 18 contains 75960 members 
Mstep: Class 19 contains 8720 members 
Mstep: Class 20 contains 20389 members 
Mstep: Class 21 contains 23919 members 
Mstep: Class 22 contains 8438 members 
Mstep: Class 23 contains 2361 members 
Mstep: Class 24 contains 68564 members 
Mstep: Class 25 contains 15701 members 
Mstep: Class 26 contains 4341 members 
Mstep: Class 27 contains 61364 members 
Mstep: Class 28 contains 5634 members 
Mstep: Class 29 contains 6501 members 
Mstep: Class 30 contains 3192 members 
Mstep: Class 31 contains 75886 members 
Mstep: Class 32 contains 4847 members 
Mstep: Class 33 contains 7775 members 
Mstep: Class 34 contains 4046 members 
Mstep: Class 35 contains 553828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982536.000000 Penalty: 123221.835938
Iteration 199Q: 36 clusters Score -1.119825e+08 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 119641 members 
Mstep: Class 2 contains 46383 members 
Mstep: Class 3 contains 1252 members 
Mstep: Class 4 contains 152140 members 
Mstep: Class 5 contains 8902 members 
Mstep: Class 6 contains 9914 members 
Mstep: Class 7 contains 32280 members 
Mstep: Class 8 contains 3207 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3381 members 
Mstep: Class 11 contains 8133 members 
Mstep: Class 12 contains 13272 members 
Mstep: Class 13 contains 64502 members 
Mstep: Class 14 contains 2414 members 
Mstep: Class 15 contains 23195 members 
Mstep: Class 16 contains 4340 members 
Mstep: Class 17 contains 15801 members 
Mstep: Class 18 contains 75959 members 
Mstep: Class 19 contains 8720 members 
Mstep: Class 20 contains 20427 members 
Mstep: Class 21 contains 23918 members 
Mstep: Class 22 contains 8438 members 
Mstep: Class 23 contains 2360 members 
Mstep: Class 24 contains 68568 members 
Mstep: Class 25 contains 15698 members 
Mstep: Class 26 contains 4362 members 
Mstep: Class 27 contains 61363 members 
Mstep: Class 28 contains 5634 members 
Mstep: Class 29 contains 6496 members 
Mstep: Class 30 contains 3192 members 
Mstep: Class 31 contains 75889 members 
Mstep: Class 32 contains 4852 members 
Mstep: Class 33 contains 7775 members 
Mstep: Class 34 contains 4044 members 
Mstep: Class 35 contains 553770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982496.000000 Penalty: 123221.835938
Iteration 200F: 36 clusters Score -1.119825e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 119643 members 
Mstep: Class 2 contains 46396 members 
Mstep: Class 3 contains 1252 members 
Mstep: Class 4 contains 152139 members 
Mstep: Class 5 contains 8902 members 
Mstep: Class 6 contains 9914 members 
Mstep: Class 7 contains 32280 members 
Mstep: Class 8 contains 3207 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3381 members 
Mstep: Class 11 contains 8133 members 
Mstep: Class 12 contains 13274 members 
Mstep: Class 13 contains 64498 members 
Mstep: Class 14 contains 2414 members 
Mstep: Class 15 contains 23193 members 
Mstep: Class 16 contains 4339 members 
Mstep: Class 17 contains 15803 members 
Mstep: Class 18 contains 75960 members 
Mstep: Class 19 contains 8720 members 
Mstep: Class 20 contains 20454 members 
Mstep: Class 21 contains 23913 members 
Mstep: Class 22 contains 8438 members 
Mstep: Class 23 contains 2360 members 
Mstep: Class 24 contains 68574 members 
Mstep: Class 25 contains 15697 members 
Mstep: Class 26 contains 4374 members 
Mstep: Class 27 contains 61368 members 
Mstep: Class 28 contains 5633 members 
Mstep: Class 29 contains 6490 members 
Mstep: Class 30 contains 3192 members 
Mstep: Class 31 contains 75892 members 
Mstep: Class 32 contains 4853 members 
Mstep: Class 33 contains 7775 members 
Mstep: Class 34 contains 4043 members 
Mstep: Class 35 contains 553718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982568.000000 Penalty: 123221.835938
Iteration 201Q: 36 clusters Score -1.119826e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 119656 members 
Mstep: Class 2 contains 46409 members 
Mstep: Class 3 contains 1252 members 
Mstep: Class 4 contains 152137 members 
Mstep: Class 5 contains 8902 members 
Mstep: Class 6 contains 9914 members 
Mstep: Class 7 contains 32280 members 
Mstep: Class 8 contains 3207 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3381 members 
Mstep: Class 11 contains 8133 members 
Mstep: Class 12 contains 13279 members 
Mstep: Class 13 contains 64488 members 
Mstep: Class 14 contains 2414 members 
Mstep: Class 15 contains 23195 members 
Mstep: Class 16 contains 4346 members 
Mstep: Class 17 contains 15804 members 
Mstep: Class 18 contains 75962 members 
Mstep: Class 19 contains 8720 members 
Mstep: Class 20 contains 20475 members 
Mstep: Class 21 contains 23905 members 
Mstep: Class 22 contains 8438 members 
Mstep: Class 23 contains 2360 members 
Mstep: Class 24 contains 68580 members 
Mstep: Class 25 contains 15692 members 
Mstep: Class 26 contains 4386 members 
Mstep: Class 27 contains 61370 members 
Mstep: Class 28 contains 5632 members 
Mstep: Class 29 contains 6486 members 
Mstep: Class 30 contains 3192 members 
Mstep: Class 31 contains 75900 members 
Mstep: Class 32 contains 4857 members 
Mstep: Class 33 contains 7775 members 
Mstep: Class 34 contains 4043 members 
Mstep: Class 35 contains 553652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982488.000000 Penalty: 123221.835938
Iteration 202Q: 36 clusters Score -1.119825e+08 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 119662 members 
Mstep: Class 2 contains 46423 members 
Mstep: Class 3 contains 1252 members 
Mstep: Class 4 contains 152134 members 
Mstep: Class 5 contains 8902 members 
Mstep: Class 6 contains 9914 members 
Mstep: Class 7 contains 32283 members 
Mstep: Class 8 contains 3207 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3381 members 
Mstep: Class 11 contains 8133 members 
Mstep: Class 12 contains 13282 members 
Mstep: Class 13 contains 64473 members 
Mstep: Class 14 contains 2414 members 
Mstep: Class 15 contains 23198 members 
Mstep: Class 16 contains 4350 members 
Mstep: Class 17 contains 15806 members 
Mstep: Class 18 contains 75958 members 
Mstep: Class 19 contains 8720 members 
Mstep: Class 20 contains 20491 members 
Mstep: Class 21 contains 23899 members 
Mstep: Class 22 contains 8438 members 
Mstep: Class 23 contains 2360 members 
Mstep: Class 24 contains 68585 members 
Mstep: Class 25 contains 15687 members 
Mstep: Class 26 contains 4401 members 
Mstep: Class 27 contains 61371 members 
Mstep: Class 28 contains 5632 members 
Mstep: Class 29 contains 6485 members 
Mstep: Class 30 contains 3192 members 
Mstep: Class 31 contains 75909 members 
Mstep: Class 32 contains 4862 members 
Mstep: Class 33 contains 7775 members 
Mstep: Class 34 contains 4043 members 
Mstep: Class 35 contains 553600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982608.000000 Penalty: 123221.835938
Iteration 203Q: 36 clusters Score -1.119826e+08 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 119669 members 
Mstep: Class 2 contains 46442 members 
Mstep: Class 3 contains 1252 members 
Mstep: Class 4 contains 152128 members 
Mstep: Class 5 contains 8902 members 
Mstep: Class 6 contains 9914 members 
Mstep: Class 7 contains 32283 members 
Mstep: Class 8 contains 3207 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3381 members 
Mstep: Class 11 contains 8133 members 
Mstep: Class 12 contains 13287 members 
Mstep: Class 13 contains 64459 members 
Mstep: Class 14 contains 2414 members 
Mstep: Class 15 contains 23205 members 
Mstep: Class 16 contains 4355 members 
Mstep: Class 17 contains 15806 members 
Mstep: Class 18 contains 75957 members 
Mstep: Class 19 contains 8720 members 
Mstep: Class 20 contains 20509 members 
Mstep: Class 21 contains 23893 members 
Mstep: Class 22 contains 8438 members 
Mstep: Class 23 contains 2360 members 
Mstep: Class 24 contains 68594 members 
Mstep: Class 25 contains 15687 members 
Mstep: Class 26 contains 4418 members 
Mstep: Class 27 contains 61369 members 
Mstep: Class 28 contains 5632 members 
Mstep: Class 29 contains 6485 members 
Mstep: Class 30 contains 3192 members 
Mstep: Class 31 contains 75916 members 
Mstep: Class 32 contains 4864 members 
Mstep: Class 33 contains 7775 members 
Mstep: Class 34 contains 4045 members 
Mstep: Class 35 contains 553531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982528.000000 Penalty: 123221.835938
Iteration 204Q: 36 clusters Score -1.119825e+08 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 119688 members 
Mstep: Class 2 contains 46460 members 
Mstep: Class 3 contains 1252 members 
Mstep: Class 4 contains 152121 members 
Mstep: Class 5 contains 8902 members 
Mstep: Class 6 contains 9914 members 
Mstep: Class 7 contains 32276 members 
Mstep: Class 8 contains 3207 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3381 members 
Mstep: Class 11 contains 8133 members 
Mstep: Class 12 contains 13294 members 
Mstep: Class 13 contains 64442 members 
Mstep: Class 14 contains 2414 members 
Mstep: Class 15 contains 23212 members 
Mstep: Class 16 contains 4357 members 
Mstep: Class 17 contains 15806 members 
Mstep: Class 18 contains 75957 members 
Mstep: Class 19 contains 8720 members 
Mstep: Class 20 contains 20532 members 
Mstep: Class 21 contains 23888 members 
Mstep: Class 22 contains 8438 members 
Mstep: Class 23 contains 2360 members 
Mstep: Class 24 contains 68606 members 
Mstep: Class 25 contains 15682 members 
Mstep: Class 26 contains 4439 members 
Mstep: Class 27 contains 61370 members 
Mstep: Class 28 contains 5632 members 
Mstep: Class 29 contains 6485 members 
Mstep: Class 30 contains 3192 members 
Mstep: Class 31 contains 75919 members 
Mstep: Class 32 contains 4864 members 
Mstep: Class 33 contains 7775 members 
Mstep: Class 34 contains 4043 members 
Mstep: Class 35 contains 553461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982504.000000 Penalty: 123221.835938
Iteration 205Q: 36 clusters Score -1.119825e+08 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 119699 members 
Mstep: Class 2 contains 46475 members 
Mstep: Class 3 contains 1252 members 
Mstep: Class 4 contains 152117 members 
Mstep: Class 5 contains 8903 members 
Mstep: Class 6 contains 9914 members 
Mstep: Class 7 contains 32270 members 
Mstep: Class 8 contains 3207 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3381 members 
Mstep: Class 11 contains 8133 members 
Mstep: Class 12 contains 13310 members 
Mstep: Class 13 contains 64432 members 
Mstep: Class 14 contains 2413 members 
Mstep: Class 15 contains 23218 members 
Mstep: Class 16 contains 4349 members 
Mstep: Class 17 contains 15806 members 
Mstep: Class 18 contains 75954 members 
Mstep: Class 19 contains 8720 members 
Mstep: Class 20 contains 20548 members 
Mstep: Class 21 contains 23885 members 
Mstep: Class 22 contains 8438 members 
Mstep: Class 23 contains 2360 members 
Mstep: Class 24 contains 68615 members 
Mstep: Class 25 contains 15678 members 
Mstep: Class 26 contains 4465 members 
Mstep: Class 27 contains 61359 members 
Mstep: Class 28 contains 5632 members 
Mstep: Class 29 contains 6484 members 
Mstep: Class 30 contains 3192 members 
Mstep: Class 31 contains 75932 members 
Mstep: Class 32 contains 4866 members 
Mstep: Class 33 contains 7775 members 
Mstep: Class 34 contains 4041 members 
Mstep: Class 35 contains 553399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982456.000000 Penalty: 123221.835938
Iteration 206Q: 36 clusters Score -1.119825e+08 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 119702 members 
Mstep: Class 2 contains 46495 members 
Mstep: Class 3 contains 1252 members 
Mstep: Class 4 contains 152111 members 
Mstep: Class 5 contains 8903 members 
Mstep: Class 6 contains 9915 members 
Mstep: Class 7 contains 32272 members 
Mstep: Class 8 contains 3207 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3381 members 
Mstep: Class 11 contains 8133 members 
Mstep: Class 12 contains 13318 members 
Mstep: Class 13 contains 64423 members 
Mstep: Class 14 contains 2413 members 
Mstep: Class 15 contains 23224 members 
Mstep: Class 16 contains 4344 members 
Mstep: Class 17 contains 15807 members 
Mstep: Class 18 contains 75952 members 
Mstep: Class 19 contains 8720 members 
Mstep: Class 20 contains 20566 members 
Mstep: Class 21 contains 23882 members 
Mstep: Class 22 contains 8438 members 
Mstep: Class 23 contains 2360 members 
Mstep: Class 24 contains 68623 members 
Mstep: Class 25 contains 15673 members 
Mstep: Class 26 contains 4494 members 
Mstep: Class 27 contains 61344 members 
Mstep: Class 28 contains 5632 members 
Mstep: Class 29 contains 6482 members 
Mstep: Class 30 contains 3192 members 
Mstep: Class 31 contains 75945 members 
Mstep: Class 32 contains 4869 members 
Mstep: Class 33 contains 7775 members 
Mstep: Class 34 contains 4039 members 
Mstep: Class 35 contains 553336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982632.000000 Penalty: 123221.835938
Iteration 207Q: 36 clusters Score -1.119826e+08 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 119719 members 
Mstep: Class 2 contains 46506 members 
Mstep: Class 3 contains 1252 members 
Mstep: Class 4 contains 152104 members 
Mstep: Class 5 contains 8903 members 
Mstep: Class 6 contains 9915 members 
Mstep: Class 7 contains 32277 members 
Mstep: Class 8 contains 3207 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3381 members 
Mstep: Class 11 contains 8133 members 
Mstep: Class 12 contains 13329 members 
Mstep: Class 13 contains 64411 members 
Mstep: Class 14 contains 2413 members 
Mstep: Class 15 contains 23233 members 
Mstep: Class 16 contains 4330 members 
Mstep: Class 17 contains 15809 members 
Mstep: Class 18 contains 75952 members 
Mstep: Class 19 contains 8720 members 
Mstep: Class 20 contains 20581 members 
Mstep: Class 21 contains 23883 members 
Mstep: Class 22 contains 8438 members 
Mstep: Class 23 contains 2360 members 
Mstep: Class 24 contains 68626 members 
Mstep: Class 25 contains 15664 members 
Mstep: Class 26 contains 4538 members 
Mstep: Class 27 contains 61335 members 
Mstep: Class 28 contains 5632 members 
Mstep: Class 29 contains 6482 members 
Mstep: Class 30 contains 3192 members 
Mstep: Class 31 contains 75947 members 
Mstep: Class 32 contains 4872 members 
Mstep: Class 33 contains 7775 members 
Mstep: Class 34 contains 4038 members 
Mstep: Class 35 contains 553265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982536.000000 Penalty: 123221.835938
Iteration 208Q: 36 clusters Score -1.119825e+08 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 119750 members 
Mstep: Class 2 contains 46526 members 
Mstep: Class 3 contains 1252 members 
Mstep: Class 4 contains 152091 members 
Mstep: Class 5 contains 8903 members 
Mstep: Class 6 contains 9916 members 
Mstep: Class 7 contains 32276 members 
Mstep: Class 8 contains 3207 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3381 members 
Mstep: Class 11 contains 8132 members 
Mstep: Class 12 contains 13334 members 
Mstep: Class 13 contains 64400 members 
Mstep: Class 14 contains 2413 members 
Mstep: Class 15 contains 23240 members 
Mstep: Class 16 contains 4325 members 
Mstep: Class 17 contains 15807 members 
Mstep: Class 18 contains 75948 members 
Mstep: Class 19 contains 8720 members 
Mstep: Class 20 contains 20599 members 
Mstep: Class 21 contains 23865 members 
Mstep: Class 22 contains 8438 members 
Mstep: Class 23 contains 2360 members 
Mstep: Class 24 contains 68627 members 
Mstep: Class 25 contains 15654 members 
Mstep: Class 26 contains 4596 members 
Mstep: Class 27 contains 61318 members 
Mstep: Class 28 contains 5629 members 
Mstep: Class 29 contains 6481 members 
Mstep: Class 30 contains 3192 members 
Mstep: Class 31 contains 75954 members 
Mstep: Class 32 contains 4877 members 
Mstep: Class 33 contains 7775 members 
Mstep: Class 34 contains 4034 members 
Mstep: Class 35 contains 553202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982560.000000 Penalty: 123221.835938
Iteration 209Q: 36 clusters Score -1.119826e+08 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 119772 members 
Mstep: Class 2 contains 46535 members 
Mstep: Class 3 contains 1252 members 
Mstep: Class 4 contains 152087 members 
Mstep: Class 5 contains 8903 members 
Mstep: Class 6 contains 9916 members 
Mstep: Class 7 contains 32276 members 
Mstep: Class 8 contains 3209 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3381 members 
Mstep: Class 11 contains 8132 members 
Mstep: Class 12 contains 13347 members 
Mstep: Class 13 contains 64384 members 
Mstep: Class 14 contains 2413 members 
Mstep: Class 15 contains 23250 members 
Mstep: Class 16 contains 4322 members 
Mstep: Class 17 contains 15806 members 
Mstep: Class 18 contains 75945 members 
Mstep: Class 19 contains 8720 members 
Mstep: Class 20 contains 20619 members 
Mstep: Class 21 contains 23855 members 
Mstep: Class 22 contains 8438 members 
Mstep: Class 23 contains 2360 members 
Mstep: Class 24 contains 68627 members 
Mstep: Class 25 contains 15647 members 
Mstep: Class 26 contains 4633 members 
Mstep: Class 27 contains 61306 members 
Mstep: Class 28 contains 5630 members 
Mstep: Class 29 contains 6480 members 
Mstep: Class 30 contains 3192 members 
Mstep: Class 31 contains 75964 members 
Mstep: Class 32 contains 4880 members 
Mstep: Class 33 contains 7775 members 
Mstep: Class 34 contains 4028 members 
Mstep: Class 35 contains 553138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982544.000000 Penalty: 123221.835938
Iteration 210Q: 36 clusters Score -1.119825e+08 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 119798 members 
Mstep: Class 2 contains 46548 members 
Mstep: Class 3 contains 1252 members 
Mstep: Class 4 contains 152091 members 
Mstep: Class 5 contains 8903 members 
Mstep: Class 6 contains 9917 members 
Mstep: Class 7 contains 32276 members 
Mstep: Class 8 contains 3209 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3381 members 
Mstep: Class 11 contains 8132 members 
Mstep: Class 12 contains 13363 members 
Mstep: Class 13 contains 64374 members 
Mstep: Class 14 contains 2413 members 
Mstep: Class 15 contains 23253 members 
Mstep: Class 16 contains 4306 members 
Mstep: Class 17 contains 15810 members 
Mstep: Class 18 contains 75947 members 
Mstep: Class 19 contains 8720 members 
Mstep: Class 20 contains 20633 members 
Mstep: Class 21 contains 23841 members 
Mstep: Class 22 contains 8438 members 
Mstep: Class 23 contains 2357 members 
Mstep: Class 24 contains 68631 members 
Mstep: Class 25 contains 15643 members 
Mstep: Class 26 contains 4652 members 
Mstep: Class 27 contains 61300 members 
Mstep: Class 28 contains 5629 members 
Mstep: Class 29 contains 6479 members 
Mstep: Class 30 contains 3192 members 
Mstep: Class 31 contains 75967 members 
Mstep: Class 32 contains 4881 members 
Mstep: Class 33 contains 7775 members 
Mstep: Class 34 contains 4029 members 
Mstep: Class 35 contains 553082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982600.000000 Penalty: 123221.835938
Iteration 211Q: 36 clusters Score -1.119826e+08 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 119811 members 
Mstep: Class 2 contains 46561 members 
Mstep: Class 3 contains 1252 members 
Mstep: Class 4 contains 152086 members 
Mstep: Class 5 contains 8903 members 
Mstep: Class 6 contains 9916 members 
Mstep: Class 7 contains 32279 members 
Mstep: Class 8 contains 3209 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3381 members 
Mstep: Class 11 contains 8132 members 
Mstep: Class 12 contains 13380 members 
Mstep: Class 13 contains 64367 members 
Mstep: Class 14 contains 2411 members 
Mstep: Class 15 contains 23263 members 
Mstep: Class 16 contains 4302 members 
Mstep: Class 17 contains 15806 members 
Mstep: Class 18 contains 75950 members 
Mstep: Class 19 contains 8720 members 
Mstep: Class 20 contains 20646 members 
Mstep: Class 21 contains 23838 members 
Mstep: Class 22 contains 8438 members 
Mstep: Class 23 contains 2352 members 
Mstep: Class 24 contains 68642 members 
Mstep: Class 25 contains 15637 members 
Mstep: Class 26 contains 4675 members 
Mstep: Class 27 contains 61289 members 
Mstep: Class 28 contains 5628 members 
Mstep: Class 29 contains 6478 members 
Mstep: Class 30 contains 3193 members 
Mstep: Class 31 contains 75972 members 
Mstep: Class 32 contains 4884 members 
Mstep: Class 33 contains 7777 members 
Mstep: Class 34 contains 4027 members 
Mstep: Class 35 contains 553017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982592.000000 Penalty: 123221.835938
Iteration 212Q: 36 clusters Score -1.119826e+08 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 119821 members 
Mstep: Class 2 contains 46581 members 
Mstep: Class 3 contains 1252 members 
Mstep: Class 4 contains 152079 members 
Mstep: Class 5 contains 8902 members 
Mstep: Class 6 contains 9916 members 
Mstep: Class 7 contains 32279 members 
Mstep: Class 8 contains 3209 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3381 members 
Mstep: Class 11 contains 8132 members 
Mstep: Class 12 contains 13400 members 
Mstep: Class 13 contains 64358 members 
Mstep: Class 14 contains 2410 members 
Mstep: Class 15 contains 23273 members 
Mstep: Class 16 contains 4294 members 
Mstep: Class 17 contains 15806 members 
Mstep: Class 18 contains 75948 members 
Mstep: Class 19 contains 8720 members 
Mstep: Class 20 contains 20659 members 
Mstep: Class 21 contains 23830 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 68651 members 
Mstep: Class 25 contains 15634 members 
Mstep: Class 26 contains 4693 members 
Mstep: Class 27 contains 61278 members 
Mstep: Class 28 contains 5632 members 
Mstep: Class 29 contains 6479 members 
Mstep: Class 30 contains 3193 members 
Mstep: Class 31 contains 75979 members 
Mstep: Class 32 contains 4883 members 
Mstep: Class 33 contains 7777 members 
Mstep: Class 34 contains 4027 members 
Mstep: Class 35 contains 552958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982568.000000 Penalty: 123221.835938
Iteration 213Q: 36 clusters Score -1.119826e+08 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 119826 members 
Mstep: Class 2 contains 46605 members 
Mstep: Class 3 contains 1252 members 
Mstep: Class 4 contains 152077 members 
Mstep: Class 5 contains 8902 members 
Mstep: Class 6 contains 9916 members 
Mstep: Class 7 contains 32283 members 
Mstep: Class 8 contains 3209 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3381 members 
Mstep: Class 11 contains 8132 members 
Mstep: Class 12 contains 13419 members 
Mstep: Class 13 contains 64352 members 
Mstep: Class 14 contains 2409 members 
Mstep: Class 15 contains 23285 members 
Mstep: Class 16 contains 4300 members 
Mstep: Class 17 contains 15801 members 
Mstep: Class 18 contains 75943 members 
Mstep: Class 19 contains 8720 members 
Mstep: Class 20 contains 20673 members 
Mstep: Class 21 contains 23821 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2348 members 
Mstep: Class 24 contains 68662 members 
Mstep: Class 25 contains 15630 members 
Mstep: Class 26 contains 4706 members 
Mstep: Class 27 contains 61273 members 
Mstep: Class 28 contains 5631 members 
Mstep: Class 29 contains 6478 members 
Mstep: Class 30 contains 3193 members 
Mstep: Class 31 contains 75983 members 
Mstep: Class 32 contains 4886 members 
Mstep: Class 33 contains 7777 members 
Mstep: Class 34 contains 4026 members 
Mstep: Class 35 contains 552886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982688.000000 Penalty: 123221.835938
Iteration 214Q: 36 clusters Score -1.119827e+08 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 119831 members 
Mstep: Class 2 contains 46628 members 
Mstep: Class 3 contains 1252 members 
Mstep: Class 4 contains 152071 members 
Mstep: Class 5 contains 8902 members 
Mstep: Class 6 contains 9916 members 
Mstep: Class 7 contains 32300 members 
Mstep: Class 8 contains 3210 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3381 members 
Mstep: Class 11 contains 8132 members 
Mstep: Class 12 contains 13424 members 
Mstep: Class 13 contains 64344 members 
Mstep: Class 14 contains 2409 members 
Mstep: Class 15 contains 23293 members 
Mstep: Class 16 contains 4301 members 
Mstep: Class 17 contains 15797 members 
Mstep: Class 18 contains 75944 members 
Mstep: Class 19 contains 8720 members 
Mstep: Class 20 contains 20685 members 
Mstep: Class 21 contains 23818 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2347 members 
Mstep: Class 24 contains 68667 members 
Mstep: Class 25 contains 15632 members 
Mstep: Class 26 contains 4715 members 
Mstep: Class 27 contains 61271 members 
Mstep: Class 28 contains 5630 members 
Mstep: Class 29 contains 6477 members 
Mstep: Class 30 contains 3193 members 
Mstep: Class 31 contains 75991 members 
Mstep: Class 32 contains 4889 members 
Mstep: Class 33 contains 7779 members 
Mstep: Class 34 contains 4026 members 
Mstep: Class 35 contains 552810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982648.000000 Penalty: 123221.835938
Iteration 215Q: 36 clusters Score -1.119826e+08 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 119849 members 
Mstep: Class 2 contains 46644 members 
Mstep: Class 3 contains 1252 members 
Mstep: Class 4 contains 152068 members 
Mstep: Class 5 contains 8903 members 
Mstep: Class 6 contains 9915 members 
Mstep: Class 7 contains 32302 members 
Mstep: Class 8 contains 3212 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3381 members 
Mstep: Class 11 contains 8132 members 
Mstep: Class 12 contains 13430 members 
Mstep: Class 13 contains 64335 members 
Mstep: Class 14 contains 2408 members 
Mstep: Class 15 contains 23300 members 
Mstep: Class 16 contains 4303 members 
Mstep: Class 17 contains 15799 members 
Mstep: Class 18 contains 75943 members 
Mstep: Class 19 contains 8720 members 
Mstep: Class 20 contains 20700 members 
Mstep: Class 21 contains 23818 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2344 members 
Mstep: Class 24 contains 68671 members 
Mstep: Class 25 contains 15633 members 
Mstep: Class 26 contains 4721 members 
Mstep: Class 27 contains 61270 members 
Mstep: Class 28 contains 5630 members 
Mstep: Class 29 contains 6475 members 
Mstep: Class 30 contains 3193 members 
Mstep: Class 31 contains 76000 members 
Mstep: Class 32 contains 4894 members 
Mstep: Class 33 contains 7779 members 
Mstep: Class 34 contains 4024 members 
Mstep: Class 35 contains 552737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982608.000000 Penalty: 123221.835938
Iteration 216Q: 36 clusters Score -1.119826e+08 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 119868 members 
Mstep: Class 2 contains 46660 members 
Mstep: Class 3 contains 1252 members 
Mstep: Class 4 contains 152066 members 
Mstep: Class 5 contains 8904 members 
Mstep: Class 6 contains 9915 members 
Mstep: Class 7 contains 32315 members 
Mstep: Class 8 contains 3210 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3381 members 
Mstep: Class 11 contains 8132 members 
Mstep: Class 12 contains 13435 members 
Mstep: Class 13 contains 64327 members 
Mstep: Class 14 contains 2407 members 
Mstep: Class 15 contains 23306 members 
Mstep: Class 16 contains 4306 members 
Mstep: Class 17 contains 15796 members 
Mstep: Class 18 contains 75938 members 
Mstep: Class 19 contains 8721 members 
Mstep: Class 20 contains 20720 members 
Mstep: Class 21 contains 23817 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2344 members 
Mstep: Class 24 contains 68678 members 
Mstep: Class 25 contains 15633 members 
Mstep: Class 26 contains 4724 members 
Mstep: Class 27 contains 61261 members 
Mstep: Class 28 contains 5629 members 
Mstep: Class 29 contains 6474 members 
Mstep: Class 30 contains 3193 members 
Mstep: Class 31 contains 76000 members 
Mstep: Class 32 contains 4904 members 
Mstep: Class 33 contains 7779 members 
Mstep: Class 34 contains 4022 members 
Mstep: Class 35 contains 552668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982512.000000 Penalty: 123221.835938
Iteration 217Q: 36 clusters Score -1.119825e+08 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 119893 members 
Mstep: Class 2 contains 46677 members 
Mstep: Class 3 contains 1252 members 
Mstep: Class 4 contains 152063 members 
Mstep: Class 5 contains 8904 members 
Mstep: Class 6 contains 9915 members 
Mstep: Class 7 contains 32320 members 
Mstep: Class 8 contains 3213 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3381 members 
Mstep: Class 11 contains 8132 members 
Mstep: Class 12 contains 13438 members 
Mstep: Class 13 contains 64317 members 
Mstep: Class 14 contains 2406 members 
Mstep: Class 15 contains 23307 members 
Mstep: Class 16 contains 4306 members 
Mstep: Class 17 contains 15799 members 
Mstep: Class 18 contains 75936 members 
Mstep: Class 19 contains 8721 members 
Mstep: Class 20 contains 20738 members 
Mstep: Class 21 contains 23815 members 
Mstep: Class 22 contains 8438 members 
Mstep: Class 23 contains 2346 members 
Mstep: Class 24 contains 68682 members 
Mstep: Class 25 contains 15632 members 
Mstep: Class 26 contains 4728 members 
Mstep: Class 27 contains 61250 members 
Mstep: Class 28 contains 5629 members 
Mstep: Class 29 contains 6474 members 
Mstep: Class 30 contains 3193 members 
Mstep: Class 31 contains 76013 members 
Mstep: Class 32 contains 4908 members 
Mstep: Class 33 contains 7780 members 
Mstep: Class 34 contains 4023 members 
Mstep: Class 35 contains 552593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982600.000000 Penalty: 123221.835938
Iteration 218Q: 36 clusters Score -1.119826e+08 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 119920 members 
Mstep: Class 2 contains 46689 members 
Mstep: Class 3 contains 1252 members 
Mstep: Class 4 contains 152058 members 
Mstep: Class 5 contains 8905 members 
Mstep: Class 6 contains 9915 members 
Mstep: Class 7 contains 32324 members 
Mstep: Class 8 contains 3214 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3382 members 
Mstep: Class 11 contains 8132 members 
Mstep: Class 12 contains 13442 members 
Mstep: Class 13 contains 64306 members 
Mstep: Class 14 contains 2406 members 
Mstep: Class 15 contains 23310 members 
Mstep: Class 16 contains 4307 members 
Mstep: Class 17 contains 15807 members 
Mstep: Class 18 contains 75933 members 
Mstep: Class 19 contains 8721 members 
Mstep: Class 20 contains 20760 members 
Mstep: Class 21 contains 23816 members 
Mstep: Class 22 contains 8438 members 
Mstep: Class 23 contains 2344 members 
Mstep: Class 24 contains 68686 members 
Mstep: Class 25 contains 15632 members 
Mstep: Class 26 contains 4736 members 
Mstep: Class 27 contains 61241 members 
Mstep: Class 28 contains 5628 members 
Mstep: Class 29 contains 6474 members 
Mstep: Class 30 contains 3193 members 
Mstep: Class 31 contains 76016 members 
Mstep: Class 32 contains 4914 members 
Mstep: Class 33 contains 7781 members 
Mstep: Class 34 contains 4022 members 
Mstep: Class 35 contains 552518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982584.000000 Penalty: 123221.835938
Iteration 219Q: 36 clusters Score -1.119826e+08 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 119943 members 
Mstep: Class 2 contains 46710 members 
Mstep: Class 3 contains 1252 members 
Mstep: Class 4 contains 152056 members 
Mstep: Class 5 contains 8905 members 
Mstep: Class 6 contains 9914 members 
Mstep: Class 7 contains 32335 members 
Mstep: Class 8 contains 3218 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3382 members 
Mstep: Class 11 contains 8132 members 
Mstep: Class 12 contains 13447 members 
Mstep: Class 13 contains 64295 members 
Mstep: Class 14 contains 2406 members 
Mstep: Class 15 contains 23312 members 
Mstep: Class 16 contains 4310 members 
Mstep: Class 17 contains 15810 members 
Mstep: Class 18 contains 75933 members 
Mstep: Class 19 contains 8721 members 
Mstep: Class 20 contains 20785 members 
Mstep: Class 21 contains 23809 members 
Mstep: Class 22 contains 8438 members 
Mstep: Class 23 contains 2341 members 
Mstep: Class 24 contains 68693 members 
Mstep: Class 25 contains 15632 members 
Mstep: Class 26 contains 4737 members 
Mstep: Class 27 contains 61231 members 
Mstep: Class 28 contains 5628 members 
Mstep: Class 29 contains 6474 members 
Mstep: Class 30 contains 3193 members 
Mstep: Class 31 contains 76018 members 
Mstep: Class 32 contains 4916 members 
Mstep: Class 33 contains 7784 members 
Mstep: Class 34 contains 4022 members 
Mstep: Class 35 contains 552440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982544.000000 Penalty: 123221.835938
Iteration 220F: 36 clusters Score -1.119825e+08 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 119968 members 
Mstep: Class 2 contains 46735 members 
Mstep: Class 3 contains 1252 members 
Mstep: Class 4 contains 152058 members 
Mstep: Class 5 contains 8906 members 
Mstep: Class 6 contains 9911 members 
Mstep: Class 7 contains 32343 members 
Mstep: Class 8 contains 3218 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3382 members 
Mstep: Class 11 contains 8132 members 
Mstep: Class 12 contains 13454 members 
Mstep: Class 13 contains 64277 members 
Mstep: Class 14 contains 2407 members 
Mstep: Class 15 contains 23312 members 
Mstep: Class 16 contains 4311 members 
Mstep: Class 17 contains 15815 members 
Mstep: Class 18 contains 75932 members 
Mstep: Class 19 contains 8721 members 
Mstep: Class 20 contains 20812 members 
Mstep: Class 21 contains 23802 members 
Mstep: Class 22 contains 8438 members 
Mstep: Class 23 contains 2340 members 
Mstep: Class 24 contains 68692 members 
Mstep: Class 25 contains 15632 members 
Mstep: Class 26 contains 4735 members 
Mstep: Class 27 contains 61224 members 
Mstep: Class 28 contains 5628 members 
Mstep: Class 29 contains 6473 members 
Mstep: Class 30 contains 3193 members 
Mstep: Class 31 contains 76028 members 
Mstep: Class 32 contains 4919 members 
Mstep: Class 33 contains 7784 members 
Mstep: Class 34 contains 4022 members 
Mstep: Class 35 contains 552366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982648.000000 Penalty: 123221.835938
Iteration 221Q: 36 clusters Score -1.119826e+08 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120000 members 
Mstep: Class 2 contains 46754 members 
Mstep: Class 3 contains 1252 members 
Mstep: Class 4 contains 152060 members 
Mstep: Class 5 contains 8906 members 
Mstep: Class 6 contains 9909 members 
Mstep: Class 7 contains 32342 members 
Mstep: Class 8 contains 3220 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3382 members 
Mstep: Class 11 contains 8132 members 
Mstep: Class 12 contains 13455 members 
Mstep: Class 13 contains 64269 members 
Mstep: Class 14 contains 2406 members 
Mstep: Class 15 contains 23312 members 
Mstep: Class 16 contains 4312 members 
Mstep: Class 17 contains 15822 members 
Mstep: Class 18 contains 75930 members 
Mstep: Class 19 contains 8721 members 
Mstep: Class 20 contains 20834 members 
Mstep: Class 21 contains 23799 members 
Mstep: Class 22 contains 8439 members 
Mstep: Class 23 contains 2339 members 
Mstep: Class 24 contains 68697 members 
Mstep: Class 25 contains 15631 members 
Mstep: Class 26 contains 4734 members 
Mstep: Class 27 contains 61221 members 
Mstep: Class 28 contains 5628 members 
Mstep: Class 29 contains 6471 members 
Mstep: Class 30 contains 3193 members 
Mstep: Class 31 contains 76033 members 
Mstep: Class 32 contains 4923 members 
Mstep: Class 33 contains 7784 members 
Mstep: Class 34 contains 4022 members 
Mstep: Class 35 contains 552290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982528.000000 Penalty: 123221.835938
Iteration 222Q: 36 clusters Score -1.119825e+08 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120029 members 
Mstep: Class 2 contains 46773 members 
Mstep: Class 3 contains 1252 members 
Mstep: Class 4 contains 152061 members 
Mstep: Class 5 contains 8905 members 
Mstep: Class 6 contains 9905 members 
Mstep: Class 7 contains 32350 members 
Mstep: Class 8 contains 3220 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3382 members 
Mstep: Class 11 contains 8132 members 
Mstep: Class 12 contains 13455 members 
Mstep: Class 13 contains 64263 members 
Mstep: Class 14 contains 2406 members 
Mstep: Class 15 contains 23313 members 
Mstep: Class 16 contains 4313 members 
Mstep: Class 17 contains 15828 members 
Mstep: Class 18 contains 75929 members 
Mstep: Class 19 contains 8721 members 
Mstep: Class 20 contains 20861 members 
Mstep: Class 21 contains 23795 members 
Mstep: Class 22 contains 8440 members 
Mstep: Class 23 contains 2338 members 
Mstep: Class 24 contains 68703 members 
Mstep: Class 25 contains 15630 members 
Mstep: Class 26 contains 4734 members 
Mstep: Class 27 contains 61223 members 
Mstep: Class 28 contains 5628 members 
Mstep: Class 29 contains 6469 members 
Mstep: Class 30 contains 3193 members 
Mstep: Class 31 contains 76039 members 
Mstep: Class 32 contains 4924 members 
Mstep: Class 33 contains 7785 members 
Mstep: Class 34 contains 4022 members 
Mstep: Class 35 contains 552201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982664.000000 Penalty: 123221.835938
Iteration 223Q: 36 clusters Score -1.119827e+08 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120041 members 
Mstep: Class 2 contains 46794 members 
Mstep: Class 3 contains 1252 members 
Mstep: Class 4 contains 152061 members 
Mstep: Class 5 contains 8905 members 
Mstep: Class 6 contains 9904 members 
Mstep: Class 7 contains 32369 members 
Mstep: Class 8 contains 3222 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3382 members 
Mstep: Class 11 contains 8132 members 
Mstep: Class 12 contains 13457 members 
Mstep: Class 13 contains 64251 members 
Mstep: Class 14 contains 2406 members 
Mstep: Class 15 contains 23313 members 
Mstep: Class 16 contains 4314 members 
Mstep: Class 17 contains 15831 members 
Mstep: Class 18 contains 75928 members 
Mstep: Class 19 contains 8721 members 
Mstep: Class 20 contains 20887 members 
Mstep: Class 21 contains 23795 members 
Mstep: Class 22 contains 8440 members 
Mstep: Class 23 contains 2338 members 
Mstep: Class 24 contains 68707 members 
Mstep: Class 25 contains 15630 members 
Mstep: Class 26 contains 4734 members 
Mstep: Class 27 contains 61229 members 
Mstep: Class 28 contains 5628 members 
Mstep: Class 29 contains 6468 members 
Mstep: Class 30 contains 3193 members 
Mstep: Class 31 contains 76040 members 
Mstep: Class 32 contains 4923 members 
Mstep: Class 33 contains 7784 members 
Mstep: Class 34 contains 4023 members 
Mstep: Class 35 contains 552120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982560.000000 Penalty: 123221.835938
Iteration 224Q: 36 clusters Score -1.119826e+08 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120047 members 
Mstep: Class 2 contains 46818 members 
Mstep: Class 3 contains 1252 members 
Mstep: Class 4 contains 152061 members 
Mstep: Class 5 contains 8905 members 
Mstep: Class 6 contains 9904 members 
Mstep: Class 7 contains 32376 members 
Mstep: Class 8 contains 3223 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3382 members 
Mstep: Class 11 contains 8132 members 
Mstep: Class 12 contains 13461 members 
Mstep: Class 13 contains 64244 members 
Mstep: Class 14 contains 2406 members 
Mstep: Class 15 contains 23313 members 
Mstep: Class 16 contains 4315 members 
Mstep: Class 17 contains 15832 members 
Mstep: Class 18 contains 75929 members 
Mstep: Class 19 contains 8721 members 
Mstep: Class 20 contains 20912 members 
Mstep: Class 21 contains 23789 members 
Mstep: Class 22 contains 8439 members 
Mstep: Class 23 contains 2338 members 
Mstep: Class 24 contains 68714 members 
Mstep: Class 25 contains 15630 members 
Mstep: Class 26 contains 4735 members 
Mstep: Class 27 contains 61230 members 
Mstep: Class 28 contains 5628 members 
Mstep: Class 29 contains 6468 members 
Mstep: Class 30 contains 3193 members 
Mstep: Class 31 contains 76044 members 
Mstep: Class 32 contains 4924 members 
Mstep: Class 33 contains 7784 members 
Mstep: Class 34 contains 4022 members 
Mstep: Class 35 contains 552051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982680.000000 Penalty: 123221.835938
Iteration 225Q: 36 clusters Score -1.119827e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120042 members 
Mstep: Class 2 contains 46854 members 
Mstep: Class 3 contains 1252 members 
Mstep: Class 4 contains 152059 members 
Mstep: Class 5 contains 8905 members 
Mstep: Class 6 contains 9903 members 
Mstep: Class 7 contains 32373 members 
Mstep: Class 8 contains 3223 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3382 members 
Mstep: Class 11 contains 8132 members 
Mstep: Class 12 contains 13463 members 
Mstep: Class 13 contains 64237 members 
Mstep: Class 14 contains 2406 members 
Mstep: Class 15 contains 23313 members 
Mstep: Class 16 contains 4316 members 
Mstep: Class 17 contains 15833 members 
Mstep: Class 18 contains 75929 members 
Mstep: Class 19 contains 8721 members 
Mstep: Class 20 contains 20923 members 
Mstep: Class 21 contains 23791 members 
Mstep: Class 22 contains 8439 members 
Mstep: Class 23 contains 2338 members 
Mstep: Class 24 contains 68720 members 
Mstep: Class 25 contains 15629 members 
Mstep: Class 26 contains 4735 members 
Mstep: Class 27 contains 61230 members 
Mstep: Class 28 contains 5628 members 
Mstep: Class 29 contains 6468 members 
Mstep: Class 30 contains 3193 members 
Mstep: Class 31 contains 76047 members 
Mstep: Class 32 contains 4924 members 
Mstep: Class 33 contains 7784 members 
Mstep: Class 34 contains 4023 members 
Mstep: Class 35 contains 552007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982664.000000 Penalty: 123221.835938
Iteration 226Q: 36 clusters Score -1.119827e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120030 members 
Mstep: Class 2 contains 46889 members 
Mstep: Class 3 contains 1252 members 
Mstep: Class 4 contains 152058 members 
Mstep: Class 5 contains 8904 members 
Mstep: Class 6 contains 9901 members 
Mstep: Class 7 contains 32378 members 
Mstep: Class 8 contains 3223 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3382 members 
Mstep: Class 11 contains 8132 members 
Mstep: Class 12 contains 13461 members 
Mstep: Class 13 contains 64235 members 
Mstep: Class 14 contains 2407 members 
Mstep: Class 15 contains 23314 members 
Mstep: Class 16 contains 4317 members 
Mstep: Class 17 contains 15835 members 
Mstep: Class 18 contains 75930 members 
Mstep: Class 19 contains 8721 members 
Mstep: Class 20 contains 20931 members 
Mstep: Class 21 contains 23787 members 
Mstep: Class 22 contains 8439 members 
Mstep: Class 23 contains 2338 members 
Mstep: Class 24 contains 68726 members 
Mstep: Class 25 contains 15629 members 
Mstep: Class 26 contains 4736 members 
Mstep: Class 27 contains 61233 members 
Mstep: Class 28 contains 5628 members 
Mstep: Class 29 contains 6468 members 
Mstep: Class 30 contains 3193 members 
Mstep: Class 31 contains 76049 members 
Mstep: Class 32 contains 4924 members 
Mstep: Class 33 contains 7784 members 
Mstep: Class 34 contains 4024 members 
Mstep: Class 35 contains 551964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982776.000000 Penalty: 123221.835938
Iteration 227Q: 36 clusters Score -1.119828e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120026 members 
Mstep: Class 2 contains 46917 members 
Mstep: Class 3 contains 1252 members 
Mstep: Class 4 contains 152058 members 
Mstep: Class 5 contains 8904 members 
Mstep: Class 6 contains 9903 members 
Mstep: Class 7 contains 32381 members 
Mstep: Class 8 contains 3223 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3382 members 
Mstep: Class 11 contains 8132 members 
Mstep: Class 12 contains 13462 members 
Mstep: Class 13 contains 64233 members 
Mstep: Class 14 contains 2407 members 
Mstep: Class 15 contains 23315 members 
Mstep: Class 16 contains 4318 members 
Mstep: Class 17 contains 15836 members 
Mstep: Class 18 contains 75931 members 
Mstep: Class 19 contains 8721 members 
Mstep: Class 20 contains 20937 members 
Mstep: Class 21 contains 23784 members 
Mstep: Class 22 contains 8439 members 
Mstep: Class 23 contains 2338 members 
Mstep: Class 24 contains 68731 members 
Mstep: Class 25 contains 15629 members 
Mstep: Class 26 contains 4737 members 
Mstep: Class 27 contains 61232 members 
Mstep: Class 28 contains 5628 members 
Mstep: Class 29 contains 6468 members 
Mstep: Class 30 contains 3193 members 
Mstep: Class 31 contains 76048 members 
Mstep: Class 32 contains 4924 members 
Mstep: Class 33 contains 7784 members 
Mstep: Class 34 contains 4024 members 
Mstep: Class 35 contains 551925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982824.000000 Penalty: 123221.835938
Iteration 228Q: 36 clusters Score -1.119828e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120022 members 
Mstep: Class 2 contains 46934 members 
Mstep: Class 3 contains 1252 members 
Mstep: Class 4 contains 152062 members 
Mstep: Class 5 contains 8904 members 
Mstep: Class 6 contains 9903 members 
Mstep: Class 7 contains 32386 members 
Mstep: Class 8 contains 3223 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3382 members 
Mstep: Class 11 contains 8132 members 
Mstep: Class 12 contains 13464 members 
Mstep: Class 13 contains 64229 members 
Mstep: Class 14 contains 2407 members 
Mstep: Class 15 contains 23316 members 
Mstep: Class 16 contains 4317 members 
Mstep: Class 17 contains 15839 members 
Mstep: Class 18 contains 75931 members 
Mstep: Class 19 contains 8721 members 
Mstep: Class 20 contains 20940 members 
Mstep: Class 21 contains 23786 members 
Mstep: Class 22 contains 8439 members 
Mstep: Class 23 contains 2338 members 
Mstep: Class 24 contains 68736 members 
Mstep: Class 25 contains 15629 members 
Mstep: Class 26 contains 4738 members 
Mstep: Class 27 contains 61228 members 
Mstep: Class 28 contains 5628 members 
Mstep: Class 29 contains 6468 members 
Mstep: Class 30 contains 3193 members 
Mstep: Class 31 contains 76050 members 
Mstep: Class 32 contains 4924 members 
Mstep: Class 33 contains 7784 members 
Mstep: Class 34 contains 4024 members 
Mstep: Class 35 contains 551893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982800.000000 Penalty: 123221.835938
Iteration 229Q: 36 clusters Score -1.119828e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120019 members 
Mstep: Class 2 contains 46953 members 
Mstep: Class 3 contains 1252 members 
Mstep: Class 4 contains 152063 members 
Mstep: Class 5 contains 8904 members 
Mstep: Class 6 contains 9903 members 
Mstep: Class 7 contains 32393 members 
Mstep: Class 8 contains 3223 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3382 members 
Mstep: Class 11 contains 8132 members 
Mstep: Class 12 contains 13466 members 
Mstep: Class 13 contains 64224 members 
Mstep: Class 14 contains 2407 members 
Mstep: Class 15 contains 23316 members 
Mstep: Class 16 contains 4318 members 
Mstep: Class 17 contains 15841 members 
Mstep: Class 18 contains 75933 members 
Mstep: Class 19 contains 8721 members 
Mstep: Class 20 contains 20939 members 
Mstep: Class 21 contains 23785 members 
Mstep: Class 22 contains 8439 members 
Mstep: Class 23 contains 2338 members 
Mstep: Class 24 contains 68739 members 
Mstep: Class 25 contains 15629 members 
Mstep: Class 26 contains 4739 members 
Mstep: Class 27 contains 61222 members 
Mstep: Class 28 contains 5628 members 
Mstep: Class 29 contains 6468 members 
Mstep: Class 30 contains 3193 members 
Mstep: Class 31 contains 76051 members 
Mstep: Class 32 contains 4924 members 
Mstep: Class 33 contains 7784 members 
Mstep: Class 34 contains 4023 members 
Mstep: Class 35 contains 551871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982952.000000 Penalty: 123221.835938
Iteration 230Q: 36 clusters Score -1.11983e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120021 members 
Mstep: Class 2 contains 46968 members 
Mstep: Class 3 contains 1252 members 
Mstep: Class 4 contains 152065 members 
Mstep: Class 5 contains 8904 members 
Mstep: Class 6 contains 9903 members 
Mstep: Class 7 contains 32392 members 
Mstep: Class 8 contains 3223 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3382 members 
Mstep: Class 11 contains 8132 members 
Mstep: Class 12 contains 13467 members 
Mstep: Class 13 contains 64220 members 
Mstep: Class 14 contains 2407 members 
Mstep: Class 15 contains 23316 members 
Mstep: Class 16 contains 4319 members 
Mstep: Class 17 contains 15845 members 
Mstep: Class 18 contains 75932 members 
Mstep: Class 19 contains 8721 members 
Mstep: Class 20 contains 20939 members 
Mstep: Class 21 contains 23787 members 
Mstep: Class 22 contains 8438 members 
Mstep: Class 23 contains 2338 members 
Mstep: Class 24 contains 68740 members 
Mstep: Class 25 contains 15629 members 
Mstep: Class 26 contains 4740 members 
Mstep: Class 27 contains 61221 members 
Mstep: Class 28 contains 5628 members 
Mstep: Class 29 contains 6468 members 
Mstep: Class 30 contains 3193 members 
Mstep: Class 31 contains 76052 members 
Mstep: Class 32 contains 4924 members 
Mstep: Class 33 contains 7784 members 
Mstep: Class 34 contains 4023 members 
Mstep: Class 35 contains 551849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982904.000000 Penalty: 123221.835938
Iteration 231Q: 36 clusters Score -1.119829e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120036 members 
Mstep: Class 2 contains 46980 members 
Mstep: Class 3 contains 1252 members 
Mstep: Class 4 contains 152064 members 
Mstep: Class 5 contains 8904 members 
Mstep: Class 6 contains 9903 members 
Mstep: Class 7 contains 32384 members 
Mstep: Class 8 contains 3223 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3382 members 
Mstep: Class 11 contains 8132 members 
Mstep: Class 12 contains 13473 members 
Mstep: Class 13 contains 64217 members 
Mstep: Class 14 contains 2407 members 
Mstep: Class 15 contains 23316 members 
Mstep: Class 16 contains 4320 members 
Mstep: Class 17 contains 15846 members 
Mstep: Class 18 contains 75931 members 
Mstep: Class 19 contains 8721 members 
Mstep: Class 20 contains 20941 members 
Mstep: Class 21 contains 23787 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2338 members 
Mstep: Class 24 contains 68740 members 
Mstep: Class 25 contains 15629 members 
Mstep: Class 26 contains 4741 members 
Mstep: Class 27 contains 61218 members 
Mstep: Class 28 contains 5628 members 
Mstep: Class 29 contains 6468 members 
Mstep: Class 30 contains 3193 members 
Mstep: Class 31 contains 76052 members 
Mstep: Class 32 contains 4924 members 
Mstep: Class 33 contains 7784 members 
Mstep: Class 34 contains 4022 members 
Mstep: Class 35 contains 551829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982984.000000 Penalty: 123221.835938
Iteration 232Q: 36 clusters Score -1.11983e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120057 members 
Mstep: Class 2 contains 46986 members 
Mstep: Class 3 contains 1252 members 
Mstep: Class 4 contains 152063 members 
Mstep: Class 5 contains 8904 members 
Mstep: Class 6 contains 9902 members 
Mstep: Class 7 contains 32375 members 
Mstep: Class 8 contains 3223 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3382 members 
Mstep: Class 11 contains 8132 members 
Mstep: Class 12 contains 13475 members 
Mstep: Class 13 contains 64215 members 
Mstep: Class 14 contains 2407 members 
Mstep: Class 15 contains 23315 members 
Mstep: Class 16 contains 4320 members 
Mstep: Class 17 contains 15847 members 
Mstep: Class 18 contains 75931 members 
Mstep: Class 19 contains 8721 members 
Mstep: Class 20 contains 20943 members 
Mstep: Class 21 contains 23787 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2338 members 
Mstep: Class 24 contains 68739 members 
Mstep: Class 25 contains 15629 members 
Mstep: Class 26 contains 4743 members 
Mstep: Class 27 contains 61215 members 
Mstep: Class 28 contains 5628 members 
Mstep: Class 29 contains 6468 members 
Mstep: Class 30 contains 3193 members 
Mstep: Class 31 contains 76052 members 
Mstep: Class 32 contains 4925 members 
Mstep: Class 33 contains 7784 members 
Mstep: Class 34 contains 4022 members 
Mstep: Class 35 contains 551812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982880.000000 Penalty: 123221.835938
Iteration 233Q: 36 clusters Score -1.119829e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120072 members 
Mstep: Class 2 contains 46993 members 
Mstep: Class 3 contains 1252 members 
Mstep: Class 4 contains 152063 members 
Mstep: Class 5 contains 8904 members 
Mstep: Class 6 contains 9902 members 
Mstep: Class 7 contains 32372 members 
Mstep: Class 8 contains 3223 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3382 members 
Mstep: Class 11 contains 8132 members 
Mstep: Class 12 contains 13478 members 
Mstep: Class 13 contains 64214 members 
Mstep: Class 14 contains 2407 members 
Mstep: Class 15 contains 23316 members 
Mstep: Class 16 contains 4320 members 
Mstep: Class 17 contains 15848 members 
Mstep: Class 18 contains 75931 members 
Mstep: Class 19 contains 8721 members 
Mstep: Class 20 contains 20947 members 
Mstep: Class 21 contains 23783 members 
Mstep: Class 22 contains 8438 members 
Mstep: Class 23 contains 2338 members 
Mstep: Class 24 contains 68739 members 
Mstep: Class 25 contains 15629 members 
Mstep: Class 26 contains 4746 members 
Mstep: Class 27 contains 61216 members 
Mstep: Class 28 contains 5628 members 
Mstep: Class 29 contains 6468 members 
Mstep: Class 30 contains 3193 members 
Mstep: Class 31 contains 76053 members 
Mstep: Class 32 contains 4925 members 
Mstep: Class 33 contains 7784 members 
Mstep: Class 34 contains 4022 members 
Mstep: Class 35 contains 551783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982880.000000 Penalty: 123221.835938
Iteration 234Q: 36 clusters Score -1.119829e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120091 members 
Mstep: Class 2 contains 47001 members 
Mstep: Class 3 contains 1252 members 
Mstep: Class 4 contains 152058 members 
Mstep: Class 5 contains 8904 members 
Mstep: Class 6 contains 9903 members 
Mstep: Class 7 contains 32370 members 
Mstep: Class 8 contains 3223 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3382 members 
Mstep: Class 11 contains 8132 members 
Mstep: Class 12 contains 13483 members 
Mstep: Class 13 contains 64213 members 
Mstep: Class 14 contains 2407 members 
Mstep: Class 15 contains 23317 members 
Mstep: Class 16 contains 4320 members 
Mstep: Class 17 contains 15847 members 
Mstep: Class 18 contains 75931 members 
Mstep: Class 19 contains 8721 members 
Mstep: Class 20 contains 20953 members 
Mstep: Class 21 contains 23782 members 
Mstep: Class 22 contains 8438 members 
Mstep: Class 23 contains 2338 members 
Mstep: Class 24 contains 68739 members 
Mstep: Class 25 contains 15629 members 
Mstep: Class 26 contains 4747 members 
Mstep: Class 27 contains 61217 members 
Mstep: Class 28 contains 5628 members 
Mstep: Class 29 contains 6468 members 
Mstep: Class 30 contains 3193 members 
Mstep: Class 31 contains 76053 members 
Mstep: Class 32 contains 4925 members 
Mstep: Class 33 contains 7784 members 
Mstep: Class 34 contains 4022 members 
Mstep: Class 35 contains 551751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982824.000000 Penalty: 123221.835938
Iteration 235Q: 36 clusters Score -1.119828e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120114 members 
Mstep: Class 2 contains 47006 members 
Mstep: Class 3 contains 1252 members 
Mstep: Class 4 contains 152056 members 
Mstep: Class 5 contains 8904 members 
Mstep: Class 6 contains 9904 members 
Mstep: Class 7 contains 32360 members 
Mstep: Class 8 contains 3223 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3382 members 
Mstep: Class 11 contains 8132 members 
Mstep: Class 12 contains 13488 members 
Mstep: Class 13 contains 64210 members 
Mstep: Class 14 contains 2407 members 
Mstep: Class 15 contains 23318 members 
Mstep: Class 16 contains 4320 members 
Mstep: Class 17 contains 15848 members 
Mstep: Class 18 contains 75930 members 
Mstep: Class 19 contains 8721 members 
Mstep: Class 20 contains 20960 members 
Mstep: Class 21 contains 23780 members 
Mstep: Class 22 contains 8438 members 
Mstep: Class 23 contains 2338 members 
Mstep: Class 24 contains 68741 members 
Mstep: Class 25 contains 15629 members 
Mstep: Class 26 contains 4749 members 
Mstep: Class 27 contains 61216 members 
Mstep: Class 28 contains 5628 members 
Mstep: Class 29 contains 6468 members 
Mstep: Class 30 contains 3193 members 
Mstep: Class 31 contains 76053 members 
Mstep: Class 32 contains 4925 members 
Mstep: Class 33 contains 7784 members 
Mstep: Class 34 contains 4022 members 
Mstep: Class 35 contains 551723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982800.000000 Penalty: 123221.835938
Iteration 236Q: 36 clusters Score -1.119828e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120131 members 
Mstep: Class 2 contains 47012 members 
Mstep: Class 3 contains 1252 members 
Mstep: Class 4 contains 152055 members 
Mstep: Class 5 contains 8904 members 
Mstep: Class 6 contains 9903 members 
Mstep: Class 7 contains 32360 members 
Mstep: Class 8 contains 3223 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3382 members 
Mstep: Class 11 contains 8132 members 
Mstep: Class 12 contains 13494 members 
Mstep: Class 13 contains 64203 members 
Mstep: Class 14 contains 2407 members 
Mstep: Class 15 contains 23318 members 
Mstep: Class 16 contains 4320 members 
Mstep: Class 17 contains 15847 members 
Mstep: Class 18 contains 75932 members 
Mstep: Class 19 contains 8721 members 
Mstep: Class 20 contains 20964 members 
Mstep: Class 21 contains 23778 members 
Mstep: Class 22 contains 8438 members 
Mstep: Class 23 contains 2338 members 
Mstep: Class 24 contains 68741 members 
Mstep: Class 25 contains 15629 members 
Mstep: Class 26 contains 4752 members 
Mstep: Class 27 contains 61208 members 
Mstep: Class 28 contains 5628 members 
Mstep: Class 29 contains 6467 members 
Mstep: Class 30 contains 3193 members 
Mstep: Class 31 contains 76053 members 
Mstep: Class 32 contains 4925 members 
Mstep: Class 33 contains 7784 members 
Mstep: Class 34 contains 4022 members 
Mstep: Class 35 contains 551706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982784.000000 Penalty: 123221.835938
Iteration 237Q: 36 clusters Score -1.119828e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120142 members 
Mstep: Class 2 contains 47019 members 
Mstep: Class 3 contains 1252 members 
Mstep: Class 4 contains 152054 members 
Mstep: Class 5 contains 8904 members 
Mstep: Class 6 contains 9903 members 
Mstep: Class 7 contains 32358 members 
Mstep: Class 8 contains 3223 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3382 members 
Mstep: Class 11 contains 8132 members 
Mstep: Class 12 contains 13494 members 
Mstep: Class 13 contains 64200 members 
Mstep: Class 14 contains 2407 members 
Mstep: Class 15 contains 23320 members 
Mstep: Class 16 contains 4320 members 
Mstep: Class 17 contains 15847 members 
Mstep: Class 18 contains 75933 members 
Mstep: Class 19 contains 8721 members 
Mstep: Class 20 contains 20966 members 
Mstep: Class 21 contains 23776 members 
Mstep: Class 22 contains 8438 members 
Mstep: Class 23 contains 2338 members 
Mstep: Class 24 contains 68742 members 
Mstep: Class 25 contains 15629 members 
Mstep: Class 26 contains 4754 members 
Mstep: Class 27 contains 61211 members 
Mstep: Class 28 contains 5628 members 
Mstep: Class 29 contains 6466 members 
Mstep: Class 30 contains 3193 members 
Mstep: Class 31 contains 76055 members 
Mstep: Class 32 contains 4926 members 
Mstep: Class 33 contains 7784 members 
Mstep: Class 34 contains 4022 members 
Mstep: Class 35 contains 551683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982800.000000 Penalty: 123221.835938
Iteration 238Q: 36 clusters Score -1.119828e+08 nChanged 50
Entering ConstructFrom: 
Score: -111982800.000000 Penalty: 123221.835938
Entering ConstructFrom: 
Trying to split cluster 1 (120139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120139 members 
Entering Unmasked Estep 
Score: -9594127.000000 Penalty: 2900.708252
	Iteration 0F: 2 clusters Score -9594127 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60183 members 
Mstep: Class 2 contains 59956 members 
Entering Unmasked Estep 
Score: -9513517.000000 Penalty: 5801.416504
	Iteration 0F: 3 clusters Score -9513517 nChanged 57364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62555 members 
Mstep: Class 2 contains 57584 members 
Entering Unmasked Estep 
Score: -9546638.000000 Penalty: 5801.416504
	Iteration 1F: 3 clusters Score -9546638 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64403 members 
Mstep: Class 2 contains 55736 members 
Entering Unmasked Estep 
Score: -9547706.000000 Penalty: 5801.416504
	Iteration 2Q: 3 clusters Score -9547706 nChanged 4485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67120 members 
Mstep: Class 2 contains 53019 members 
Entering Unmasked Estep 
Score: -9549012.000000 Penalty: 5801.416504
	Iteration 3Q: 3 clusters Score -9549012 nChanged 5115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71041 members 
Mstep: Class 2 contains 49098 members 
Entering Unmasked Estep 
Score: -9550957.000000 Penalty: 5801.416504
	Iteration 4Q: 3 clusters Score -9550957 nChanged 6242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76497 members 
Mstep: Class 2 contains 43642 members 
Entering Unmasked Estep 
Score: -9554160.000000 Penalty: 5801.416504
	Iteration 5F: 3 clusters Score -9554160 nChanged 7807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83814 members 
Mstep: Class 2 contains 36325 members 
Entering Unmasked Estep 
Score: -9558968.000000 Penalty: 5801.416504
	Iteration 6F: 3 clusters Score -9558968 nChanged 9000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92568 members 
Mstep: Class 2 contains 27571 members 
Entering Unmasked Estep 
Score: -9565777.000000 Penalty: 5801.416504
	Iteration 7F: 3 clusters Score -9565777 nChanged 9447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101955 members 
Mstep: Class 2 contains 18184 members 
Entering Unmasked Estep 
Score: -9574127.000000 Penalty: 5801.416504
	Iteration 8F: 3 clusters Score -9574127 nChanged 8257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110196 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -9582132.000000 Penalty: 5801.416504
	Iteration 9F: 3 clusters Score -9582132 nChanged 5633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115829 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -9587681.000000 Penalty: 5801.416504
	Iteration 10Q: 3 clusters Score -9587681 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118527 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -9590131.000000 Penalty: 5801.416504
	Iteration 11Q: 3 clusters Score -9590131 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119480 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -9591007.000000 Penalty: 5801.416504
	Iteration 12Q: 3 clusters Score -9591007 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119763 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -9591317.000000 Penalty: 5801.416504
	Iteration 13Q: 3 clusters Score -9591317 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119843 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -9591430.000000 Penalty: 5801.416504
	Iteration 14Q: 3 clusters Score -9591430 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119874 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -9591488.000000 Penalty: 5801.416504
	Iteration 15Q: 3 clusters Score -9591488 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119895 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -9591528.000000 Penalty: 5801.416504
	Iteration 16Q: 3 clusters Score -9591528 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119905 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -9591551.000000 Penalty: 5801.416504
	Iteration 17Q: 3 clusters Score -9591551 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119906 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -9591563.000000 Penalty: 5801.416504
	Iteration 18Q: 3 clusters Score -9591563 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119910 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -9591572.000000 Penalty: 5801.416504
	Iteration 19Q: 3 clusters Score -9591572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119912 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -9591590.000000 Penalty: 5801.416504
	Iteration 20F: 3 clusters Score -9591590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119916 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -9591590.000000 Penalty: 5801.416504
	Iteration 21Q: 3 clusters Score -9591590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119914 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -9591602.000000 Penalty: 5801.416504
	Iteration 22Q: 3 clusters Score -9591602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119911 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -9591604.000000 Penalty: 5801.416504
	Iteration 23Q: 3 clusters Score -9591604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119910 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -9591603.000000 Penalty: 5801.416504
	Iteration 24Q: 3 clusters Score -9591603 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119910 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -9591603.000000 Penalty: 5801.416504
	Iteration 25F: 3 clusters Score -9591603 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (47028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47028 members 
Entering Unmasked Estep 
Score: -3674787.000000 Penalty: 2668.107666
	Iteration 0F: 2 clusters Score -3674787 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23602 members 
Mstep: Class 2 contains 23426 members 
Entering Unmasked Estep 
Score: -3643042.750000 Penalty: 5336.215332
	Iteration 0F: 3 clusters Score -3643043 nChanged 21693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24227 members 
Mstep: Class 2 contains 22801 members 
Entering Unmasked Estep 
Score: -3655104.000000 Penalty: 5336.215332
	Iteration 1F: 3 clusters Score -3655104 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24793 members 
Mstep: Class 2 contains 22235 members 
Entering Unmasked Estep 
Score: -3655754.000000 Penalty: 5336.215332
	Iteration 2Q: 3 clusters Score -3655754 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25615 members 
Mstep: Class 2 contains 21413 members 
Entering Unmasked Estep 
Score: -3656587.750000 Penalty: 5336.215332
	Iteration 3Q: 3 clusters Score -3656588 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26771 members 
Mstep: Class 2 contains 20257 members 
Entering Unmasked Estep 
Score: -3657828.000000 Penalty: 5336.215332
	Iteration 4Q: 3 clusters Score -3657828 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28263 members 
Mstep: Class 2 contains 18765 members 
Entering Unmasked Estep 
Score: -3659643.750000 Penalty: 5336.215332
	Iteration 5F: 3 clusters Score -3659644 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29965 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -3661867.000000 Penalty: 5336.215332
	Iteration 6F: 3 clusters Score -3661867 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31767 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -3664232.500000 Penalty: 5336.215332
	Iteration 7F: 3 clusters Score -3664232 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33418 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -3666418.500000 Penalty: 5336.215332
	Iteration 8F: 3 clusters Score -3666418 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34759 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -3668255.500000 Penalty: 5336.215332
	Iteration 9F: 3 clusters Score -3668256 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35768 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -3669584.750000 Penalty: 5336.215332
	Iteration 10Q: 3 clusters Score -3669585 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36478 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -3670464.000000 Penalty: 5336.215332
	Iteration 11Q: 3 clusters Score -3670464 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36983 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -3670984.500000 Penalty: 5336.215332
	Iteration 12Q: 3 clusters Score -3670984 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37436 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -3671492.000000 Penalty: 5336.215332
	Iteration 13Q: 3 clusters Score -3671492 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37816 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -3671983.000000 Penalty: 5336.215332
	Iteration 14Q: 3 clusters Score -3671983 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38104 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -3672502.500000 Penalty: 5336.215332
	Iteration 15Q: 3 clusters Score -3672502 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38330 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -3673031.250000 Penalty: 5336.215332
	Iteration 16Q: 3 clusters Score -3673031 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38466 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -3673517.750000 Penalty: 5336.215332
	Iteration 17Q: 3 clusters Score -3673518 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38534 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -3673893.250000 Penalty: 5336.215332
	Iteration 18Q: 3 clusters Score -3673893 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38540 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -3674064.750000 Penalty: 5336.215332
	Iteration 19Q: 3 clusters Score -3674065 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38527 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -3674148.000000 Penalty: 5336.215332
	Iteration 20F: 3 clusters Score -3674148 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38514 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -3674224.500000 Penalty: 5336.215332
	Iteration 21Q: 3 clusters Score -3674224 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38483 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -3674268.750000 Penalty: 5336.215332
	Iteration 22Q: 3 clusters Score -3674269 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38453 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -3674293.500000 Penalty: 5336.215332
	Iteration 23Q: 3 clusters Score -3674294 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38411 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -3674314.000000 Penalty: 5336.215332
	Iteration 24Q: 3 clusters Score -3674314 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38369 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -3674332.000000 Penalty: 5336.215332
	Iteration 25Q: 3 clusters Score -3674332 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38317 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -3674348.000000 Penalty: 5336.215332
	Iteration 26Q: 3 clusters Score -3674348 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38238 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -3674381.750000 Penalty: 5336.215332
	Iteration 27Q: 3 clusters Score -3674382 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38158 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -3674412.250000 Penalty: 5336.215332
	Iteration 28Q: 3 clusters Score -3674412 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38075 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -3674445.500000 Penalty: 5336.215332
	Iteration 29Q: 3 clusters Score -3674446 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37998 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -3674449.250000 Penalty: 5336.215332
	Iteration 30Q: 3 clusters Score -3674449 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37913 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -3674467.750000 Penalty: 5336.215332
	Iteration 31Q: 3 clusters Score -3674468 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37821 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -3674485.000000 Penalty: 5336.215332
	Iteration 32Q: 3 clusters Score -3674485 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37710 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -3674518.000000 Penalty: 5336.215332
	Iteration 33Q: 3 clusters Score -3674518 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37584 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -3674561.750000 Penalty: 5336.215332
	Iteration 34Q: 3 clusters Score -3674562 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37450 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -3674581.000000 Penalty: 5336.215332
	Iteration 35Q: 3 clusters Score -3674581 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37328 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -3674612.000000 Penalty: 5336.215332
	Iteration 36Q: 3 clusters Score -3674612 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37171 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -3674642.250000 Penalty: 5336.215332
	Iteration 37Q: 3 clusters Score -3674642 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37013 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -3674663.250000 Penalty: 5336.215332
	Iteration 38Q: 3 clusters Score -3674663 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36889 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -3674696.000000 Penalty: 5336.215332
	Iteration 39Q: 3 clusters Score -3674696 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36754 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -3674702.500000 Penalty: 5336.215332
	Iteration 40F: 3 clusters Score -3674702 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36612 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -3674744.500000 Penalty: 5336.215332
	Iteration 41Q: 3 clusters Score -3674744 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36454 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -3674764.250000 Penalty: 5336.215332
	Iteration 42Q: 3 clusters Score -3674764 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36307 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -3674776.000000 Penalty: 5336.215332
	Iteration 43Q: 3 clusters Score -3674776 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36195 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -3674796.500000 Penalty: 5336.215332
	Iteration 44Q: 3 clusters Score -3674796 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36088 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -3674810.000000 Penalty: 5336.215332
	Iteration 45Q: 3 clusters Score -3674810 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35980 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -3674806.250000 Penalty: 5336.215332
	Iteration 46Q: 3 clusters Score -3674806 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35887 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -3674822.250000 Penalty: 5336.215332
	Iteration 47Q: 3 clusters Score -3674822 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35795 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -3674839.000000 Penalty: 5336.215332
	Iteration 48Q: 3 clusters Score -3674839 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35705 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -3674828.500000 Penalty: 5336.215332
	Iteration 49Q: 3 clusters Score -3674828 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35639 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -3674839.250000 Penalty: 5336.215332
	Iteration 50Q: 3 clusters Score -3674839 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35584 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -3674844.000000 Penalty: 5336.215332
	Iteration 51Q: 3 clusters Score -3674844 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35537 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -3674846.000000 Penalty: 5336.215332
	Iteration 52Q: 3 clusters Score -3674846 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35500 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -3674849.000000 Penalty: 5336.215332
	Iteration 53Q: 3 clusters Score -3674849 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35463 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -3674847.250000 Penalty: 5336.215332
	Iteration 54Q: 3 clusters Score -3674847 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35434 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -3674848.000000 Penalty: 5336.215332
	Iteration 55Q: 3 clusters Score -3674848 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35407 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -3674854.000000 Penalty: 5336.215332
	Iteration 56Q: 3 clusters Score -3674854 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35385 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -3674861.250000 Penalty: 5336.215332
	Iteration 57Q: 3 clusters Score -3674861 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35359 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -3674854.750000 Penalty: 5336.215332
	Iteration 58Q: 3 clusters Score -3674855 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35336 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -3674857.250000 Penalty: 5336.215332
	Iteration 59Q: 3 clusters Score -3674857 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35320 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -3674858.250000 Penalty: 5336.215332
	Iteration 60F: 3 clusters Score -3674858 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35308 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -3674856.250000 Penalty: 5336.215332
	Iteration 61Q: 3 clusters Score -3674856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35299 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -3674854.750000 Penalty: 5336.215332
	Iteration 62Q: 3 clusters Score -3674855 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35293 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -3674862.250000 Penalty: 5336.215332
	Iteration 63Q: 3 clusters Score -3674862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35287 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -3674855.250000 Penalty: 5336.215332
	Iteration 64Q: 3 clusters Score -3674855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35284 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -3674861.750000 Penalty: 5336.215332
	Iteration 65Q: 3 clusters Score -3674862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35282 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -3674865.500000 Penalty: 5336.215332
	Iteration 66Q: 3 clusters Score -3674866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35280 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -3674862.750000 Penalty: 5336.215332
	Iteration 67Q: 3 clusters Score -3674863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35277 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -3674863.000000 Penalty: 5336.215332
	Iteration 68Q: 3 clusters Score -3674863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35276 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -3674863.500000 Penalty: 5336.215332
	Iteration 69Q: 3 clusters Score -3674864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35273 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -3674864.750000 Penalty: 5336.215332
	Iteration 70Q: 3 clusters Score -3674865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35269 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -3674863.750000 Penalty: 5336.215332
	Iteration 71Q: 3 clusters Score -3674864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35265 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -3674866.250000 Penalty: 5336.215332
	Iteration 72Q: 3 clusters Score -3674866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35257 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -3674860.250000 Penalty: 5336.215332
	Iteration 73Q: 3 clusters Score -3674860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35251 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -3674856.750000 Penalty: 5336.215332
	Iteration 74Q: 3 clusters Score -3674857 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35244 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -3674847.000000 Penalty: 5336.215332
	Iteration 75Q: 3 clusters Score -3674847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35241 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -3674851.500000 Penalty: 5336.215332
	Iteration 76Q: 3 clusters Score -3674852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35237 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -3674850.500000 Penalty: 5336.215332
	Iteration 77Q: 3 clusters Score -3674850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35232 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -3674851.250000 Penalty: 5336.215332
	Iteration 78Q: 3 clusters Score -3674851 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35225 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -3674853.500000 Penalty: 5336.215332
	Iteration 79Q: 3 clusters Score -3674854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35221 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -3674854.250000 Penalty: 5336.215332
	Iteration 80F: 3 clusters Score -3674854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35218 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -3674851.250000 Penalty: 5336.215332
	Iteration 81Q: 3 clusters Score -3674851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35216 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -3674854.750000 Penalty: 5336.215332
	Iteration 82Q: 3 clusters Score -3674855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35215 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -3674855.500000 Penalty: 5336.215332
	Iteration 83Q: 3 clusters Score -3674856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35212 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -3674857.000000 Penalty: 5336.215332
	Iteration 84Q: 3 clusters Score -3674857 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35208 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -3674859.000000 Penalty: 5336.215332
	Iteration 85Q: 3 clusters Score -3674859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35205 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -3674859.500000 Penalty: 5336.215332
	Iteration 86Q: 3 clusters Score -3674860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35200 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -3674864.250000 Penalty: 5336.215332
	Iteration 87Q: 3 clusters Score -3674864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35196 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -3674862.500000 Penalty: 5336.215332
	Iteration 88Q: 3 clusters Score -3674862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35192 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -3674865.750000 Penalty: 5336.215332
	Iteration 89Q: 3 clusters Score -3674866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35185 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -3674862.000000 Penalty: 5336.215332
	Iteration 90Q: 3 clusters Score -3674862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35182 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -3674863.500000 Penalty: 5336.215332
	Iteration 91Q: 3 clusters Score -3674864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35180 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -3674863.500000 Penalty: 5336.215332
	Iteration 92Q: 3 clusters Score -3674864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35180 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -3674863.500000 Penalty: 5336.215332
	Iteration 93F: 3 clusters Score -3674864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120139 members 
Mstep: Class 2 contains 35180 members 
Mstep: Class 3 contains 1252 members 
Mstep: Class 4 contains 152056 members 
Mstep: Class 5 contains 8904 members 
Mstep: Class 6 contains 9903 members 
Mstep: Class 7 contains 32359 members 
Mstep: Class 8 contains 3223 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3382 members 
Mstep: Class 11 contains 8132 members 
Mstep: Class 12 contains 13496 members 
Mstep: Class 13 contains 64197 members 
Mstep: Class 14 contains 2407 members 
Mstep: Class 15 contains 23321 members 
Mstep: Class 16 contains 4320 members 
Mstep: Class 17 contains 15848 members 
Mstep: Class 18 contains 75934 members 
Mstep: Class 19 contains 8721 members 
Mstep: Class 20 contains 20968 members 
Mstep: Class 21 contains 23775 members 
Mstep: Class 22 contains 8438 members 
Mstep: Class 23 contains 2338 members 
Mstep: Class 24 contains 68746 members 
Mstep: Class 25 contains 15629 members 
Mstep: Class 26 contains 4756 members 
Mstep: Class 27 contains 61211 members 
Mstep: Class 28 contains 5628 members 
Mstep: Class 29 contains 6466 members 
Mstep: Class 30 contains 3193 members 
Mstep: Class 31 contains 76056 members 
Mstep: Class 32 contains 4928 members 
Mstep: Class 33 contains 7784 members 
Mstep: Class 34 contains 4022 members 
Mstep: Class 35 contains 551662 members 
Mstep: Class 36 contains 11848 members 
Entering Unmasked Estep 
Score: -111982304.000000 Penalty: 126742.460938
Splitting cluster 2 changes total score from -111982800.000000 to -111982304.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (1252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Entering Unmasked Estep 
Score: -85036.335938 Penalty: 1768.859497
	Iteration 0F: 2 clusters Score -85036.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -82883.585938 Penalty: 3537.718994
	Iteration 0F: 3 clusters Score -82883.59 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -83195.562500 Penalty: 3537.718994
	Iteration 1F: 3 clusters Score -83195.56 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -83299.820312 Penalty: 3537.718994
	Iteration 2F: 3 clusters Score -83299.82 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -83353.257812 Penalty: 3537.718994
	Iteration 3Q: 3 clusters Score -83353.26 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -83377.148438 Penalty: 3537.718994
	Iteration 4Q: 3 clusters Score -83377.15 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -83405.031250 Penalty: 3537.718994
	Iteration 5Q: 3 clusters Score -83405.03 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -83431.437500 Penalty: 3537.718994
	Iteration 6Q: 3 clusters Score -83431.44 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -83455.648438 Penalty: 3537.718994
	Iteration 7Q: 3 clusters Score -83455.65 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -83478.250000 Penalty: 3537.718994
	Iteration 8Q: 3 clusters Score -83478.25 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -83498.992188 Penalty: 3537.718994
	Iteration 9Q: 3 clusters Score -83498.99 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -83513.117188 Penalty: 3537.718994
	Iteration 10Q: 3 clusters Score -83513.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -83525.148438 Penalty: 3537.718994
	Iteration 11Q: 3 clusters Score -83525.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -83533.039062 Penalty: 3537.718994
	Iteration 12Q: 3 clusters Score -83533.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -83537.937500 Penalty: 3537.718994
	Iteration 13Q: 3 clusters Score -83537.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -83544.773438 Penalty: 3537.718994
	Iteration 14Q: 3 clusters Score -83544.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -83550.523438 Penalty: 3537.718994
	Iteration 15Q: 3 clusters Score -83550.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -83554.226562 Penalty: 3537.718994
	Iteration 16Q: 3 clusters Score -83554.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -83555.242188 Penalty: 3537.718994
	Iteration 17Q: 3 clusters Score -83555.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -83555.437500 Penalty: 3537.718994
	Iteration 18Q: 3 clusters Score -83555.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -83555.437500 Penalty: 3537.718994
	Iteration 19F: 3 clusters Score -83555.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (152056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152056 members 
Entering Unmasked Estep 
Score: -12189391.000000 Penalty: 2959.136963
	Iteration 0F: 2 clusters Score -1.218939e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76156 members 
Mstep: Class 2 contains 75900 members 
Entering Unmasked Estep 
Score: -12087679.000000 Penalty: 5918.273926
	Iteration 0F: 3 clusters Score -1.208768e+07 nChanged 72542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77632 members 
Mstep: Class 2 contains 74424 members 
Entering Unmasked Estep 
Score: -12128969.000000 Penalty: 5918.273926
	Iteration 1F: 3 clusters Score -1.212897e+07 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78732 members 
Mstep: Class 2 contains 73324 members 
Entering Unmasked Estep 
Score: -12129676.000000 Penalty: 5918.273926
	Iteration 2Q: 3 clusters Score -1.212968e+07 nChanged 3887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80451 members 
Mstep: Class 2 contains 71605 members 
Entering Unmasked Estep 
Score: -12130385.000000 Penalty: 5918.273926
	Iteration 3Q: 3 clusters Score -1.213038e+07 nChanged 4277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83112 members 
Mstep: Class 2 contains 68944 members 
Entering Unmasked Estep 
Score: -12131486.000000 Penalty: 5918.273926
	Iteration 4Q: 3 clusters Score -1.213149e+07 nChanged 5180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87284 members 
Mstep: Class 2 contains 64772 members 
Entering Unmasked Estep 
Score: -12133060.000000 Penalty: 5918.273926
	Iteration 5Q: 3 clusters Score -1.213306e+07 nChanged 7047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93635 members 
Mstep: Class 2 contains 58421 members 
Entering Unmasked Estep 
Score: -12136096.000000 Penalty: 5918.273926
	Iteration 6Q: 3 clusters Score -1.21361e+07 nChanged 9743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103010 members 
Mstep: Class 2 contains 49046 members 
Entering Unmasked Estep 
Score: -12142040.000000 Penalty: 5918.273926
	Iteration 7F: 3 clusters Score -1.214204e+07 nChanged 12756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115502 members 
Mstep: Class 2 contains 36554 members 
Entering Unmasked Estep 
Score: -12152315.000000 Penalty: 5918.273926
	Iteration 8F: 3 clusters Score -1.215232e+07 nChanged 14075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129407 members 
Mstep: Class 2 contains 22649 members 
Entering Unmasked Estep 
Score: -12165639.000000 Penalty: 5918.273926
	Iteration 9F: 3 clusters Score -1.216564e+07 nChanged 11225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140524 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -12176853.000000 Penalty: 5918.273926
	Iteration 10F: 3 clusters Score -1.217685e+07 nChanged 6386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146864 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -12182963.000000 Penalty: 5918.273926
	Iteration 11Q: 3 clusters Score -1.218296e+07 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149544 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -12185446.000000 Penalty: 5918.273926
	Iteration 12Q: 3 clusters Score -1.218545e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150516 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -12186476.000000 Penalty: 5918.273926
	Iteration 13Q: 3 clusters Score -1.218648e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150810 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -12186856.000000 Penalty: 5918.273926
	Iteration 14Q: 3 clusters Score -1.218686e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150909 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -12187030.000000 Penalty: 5918.273926
	Iteration 15Q: 3 clusters Score -1.218703e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150945 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -12187141.000000 Penalty: 5918.273926
	Iteration 16Q: 3 clusters Score -1.218714e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150953 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -12187197.000000 Penalty: 5918.273926
	Iteration 17Q: 3 clusters Score -1.21872e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150951 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -12187286.000000 Penalty: 5918.273926
	Iteration 18Q: 3 clusters Score -1.218729e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150949 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -12187343.000000 Penalty: 5918.273926
	Iteration 19Q: 3 clusters Score -1.218734e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150945 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -12187421.000000 Penalty: 5918.273926
	Iteration 20F: 3 clusters Score -1.218742e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150942 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -12187473.000000 Penalty: 5918.273926
	Iteration 21Q: 3 clusters Score -1.218747e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150943 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -12187545.000000 Penalty: 5918.273926
	Iteration 22Q: 3 clusters Score -1.218754e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150934 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -12187587.000000 Penalty: 5918.273926
	Iteration 23Q: 3 clusters Score -1.218759e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150933 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -12187619.000000 Penalty: 5918.273926
	Iteration 24Q: 3 clusters Score -1.218762e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150935 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -12187655.000000 Penalty: 5918.273926
	Iteration 25Q: 3 clusters Score -1.218766e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150932 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -12187659.000000 Penalty: 5918.273926
	Iteration 26Q: 3 clusters Score -1.218766e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150925 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -12187663.000000 Penalty: 5918.273926
	Iteration 27Q: 3 clusters Score -1.218766e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150913 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -12187676.000000 Penalty: 5918.273926
	Iteration 28Q: 3 clusters Score -1.218768e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150908 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -12187678.000000 Penalty: 5918.273926
	Iteration 29Q: 3 clusters Score -1.218768e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150907 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -12187670.000000 Penalty: 5918.273926
	Iteration 30Q: 3 clusters Score -1.218767e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150905 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -12187678.000000 Penalty: 5918.273926
	Iteration 31Q: 3 clusters Score -1.218768e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150903 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -12187676.000000 Penalty: 5918.273926
	Iteration 32Q: 3 clusters Score -1.218768e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150902 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -12187678.000000 Penalty: 5918.273926
	Iteration 33Q: 3 clusters Score -1.218768e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150902 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -12187678.000000 Penalty: 5918.273926
	Iteration 34F: 3 clusters Score -1.218768e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Entering Unmasked Estep 
Score: -657377.625000 Penalty: 2255.375244
	Iteration 0F: 2 clusters Score -657377.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -650435.187500 Penalty: 4510.750488
	Iteration 0F: 3 clusters Score -650435.2 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -652404.312500 Penalty: 4510.750488
	Iteration 1F: 3 clusters Score -652404.3 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -652667.562500 Penalty: 4510.750488
	Iteration 2F: 3 clusters Score -652667.6 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -652857.687500 Penalty: 4510.750488
	Iteration 3Q: 3 clusters Score -652857.7 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -653026.500000 Penalty: 4510.750488
	Iteration 4Q: 3 clusters Score -653026.5 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -653209.312500 Penalty: 4510.750488
	Iteration 5Q: 3 clusters Score -653209.3 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -653383.062500 Penalty: 4510.750488
	Iteration 6Q: 3 clusters Score -653383.1 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -653622.687500 Penalty: 4510.750488
	Iteration 7Q: 3 clusters Score -653622.7 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -653930.125000 Penalty: 4510.750488
	Iteration 8Q: 3 clusters Score -653930.1 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -654326.812500 Penalty: 4510.750488
	Iteration 9Q: 3 clusters Score -654326.8 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -654858.437500 Penalty: 4510.750488
	Iteration 10F: 3 clusters Score -654858.4 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -655426.625000 Penalty: 4510.750488
	Iteration 11F: 3 clusters Score -655426.6 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -655981.500000 Penalty: 4510.750488
	Iteration 12Q: 3 clusters Score -655981.5 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -656372.250000 Penalty: 4510.750488
	Iteration 13Q: 3 clusters Score -656372.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -656627.250000 Penalty: 4510.750488
	Iteration 14Q: 3 clusters Score -656627.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -656779.812500 Penalty: 4510.750488
	Iteration 15Q: 3 clusters Score -656779.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -656894.625000 Penalty: 4510.750488
	Iteration 16Q: 3 clusters Score -656894.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -656992.875000 Penalty: 4510.750488
	Iteration 17Q: 3 clusters Score -656992.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -657107.750000 Penalty: 4510.750488
	Iteration 18Q: 3 clusters Score -657107.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -657276.562500 Penalty: 4510.750488
	Iteration 19Q: 3 clusters Score -657276.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -657473.562500 Penalty: 4510.750488
	Iteration 20F: 3 clusters Score -657473.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -657691.187500 Penalty: 4510.750488
	Iteration 21Q: 3 clusters Score -657691.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -657787.875000 Penalty: 4510.750488
	Iteration 22Q: 3 clusters Score -657787.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -657825.187500 Penalty: 4510.750488
	Iteration 23Q: 3 clusters Score -657825.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -657840.250000 Penalty: 4510.750488
	Iteration 24Q: 3 clusters Score -657840.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -657851.187500 Penalty: 4510.750488
	Iteration 25Q: 3 clusters Score -657851.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -657856.062500 Penalty: 4510.750488
	Iteration 26Q: 3 clusters Score -657856.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -657861.187500 Penalty: 4510.750488
	Iteration 27Q: 3 clusters Score -657861.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -657862.812500 Penalty: 4510.750488
	Iteration 28Q: 3 clusters Score -657862.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -657867.875000 Penalty: 4510.750488
	Iteration 29Q: 3 clusters Score -657867.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -657873.312500 Penalty: 4510.750488
	Iteration 30Q: 3 clusters Score -657873.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -657880.750000 Penalty: 4510.750488
	Iteration 31Q: 3 clusters Score -657880.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -657890.437500 Penalty: 4510.750488
	Iteration 32Q: 3 clusters Score -657890.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -657901.625000 Penalty: 4510.750488
	Iteration 33Q: 3 clusters Score -657901.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -657911.250000 Penalty: 4510.750488
	Iteration 34Q: 3 clusters Score -657911.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -657923.312500 Penalty: 4510.750488
	Iteration 35Q: 3 clusters Score -657923.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -657948.250000 Penalty: 4510.750488
	Iteration 36Q: 3 clusters Score -657948.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -657977.875000 Penalty: 4510.750488
	Iteration 37Q: 3 clusters Score -657977.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -658009.875000 Penalty: 4510.750488
	Iteration 38Q: 3 clusters Score -658009.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -658028.437500 Penalty: 4510.750488
	Iteration 39Q: 3 clusters Score -658028.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -658043.687500 Penalty: 4510.750488
	Iteration 40F: 3 clusters Score -658043.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -658057.625000 Penalty: 4510.750488
	Iteration 41Q: 3 clusters Score -658057.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -658062.250000 Penalty: 4510.750488
	Iteration 42Q: 3 clusters Score -658062.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -658065.437500 Penalty: 4510.750488
	Iteration 43Q: 3 clusters Score -658065.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -658064.687500 Penalty: 4510.750488
	Iteration 44Q: 3 clusters Score -658064.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -658064.687500 Penalty: 4510.750488
	Iteration 45F: 3 clusters Score -658064.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120139 members 
Mstep: Class 2 contains 47028 members 
Mstep: Class 3 contains 1252 members 
Mstep: Class 4 contains 152056 members 
Mstep: Class 5 contains 2142 members 
Mstep: Class 6 contains 9903 members 
Mstep: Class 7 contains 32359 members 
Mstep: Class 8 contains 3223 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3382 members 
Mstep: Class 11 contains 8132 members 
Mstep: Class 12 contains 13496 members 
Mstep: Class 13 contains 64197 members 
Mstep: Class 14 contains 2407 members 
Mstep: Class 15 contains 23321 members 
Mstep: Class 16 contains 4320 members 
Mstep: Class 17 contains 15848 members 
Mstep: Class 18 contains 75934 members 
Mstep: Class 19 contains 8721 members 
Mstep: Class 20 contains 20968 members 
Mstep: Class 21 contains 23775 members 
Mstep: Class 22 contains 8438 members 
Mstep: Class 23 contains 2338 members 
Mstep: Class 24 contains 68746 members 
Mstep: Class 25 contains 15629 members 
Mstep: Class 26 contains 4756 members 
Mstep: Class 27 contains 61211 members 
Mstep: Class 28 contains 5628 members 
Mstep: Class 29 contains 6466 members 
Mstep: Class 30 contains 3193 members 
Mstep: Class 31 contains 76056 members 
Mstep: Class 32 contains 4928 members 
Mstep: Class 33 contains 7784 members 
Mstep: Class 34 contains 4022 members 
Mstep: Class 35 contains 551662 members 
Mstep: Class 36 contains 6762 members 
Entering Unmasked Estep 
Score: -111982536.000000 Penalty: 126742.460938
Splitting cluster 5 changes total score from -111982800.000000 to -111982536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (9903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Entering Unmasked Estep 
Score: -808273.937500 Penalty: 2281.747070
	Iteration 0F: 2 clusters Score -808273.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -800679.875000 Penalty: 4563.494141
	Iteration 0F: 3 clusters Score -800679.9 nChanged 4140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -802957.562500 Penalty: 4563.494141
	Iteration 1F: 3 clusters Score -802957.6 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -803288.187500 Penalty: 4563.494141
	Iteration 2F: 3 clusters Score -803288.2 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -803548.937500 Penalty: 4563.494141
	Iteration 3F: 3 clusters Score -803548.9 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -803789.625000 Penalty: 4563.494141
	Iteration 4Q: 3 clusters Score -803789.6 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -804066.875000 Penalty: 4563.494141
	Iteration 5Q: 3 clusters Score -804066.9 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -804373.687500 Penalty: 4563.494141
	Iteration 6Q: 3 clusters Score -804373.7 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -804751.750000 Penalty: 4563.494141
	Iteration 7F: 3 clusters Score -804751.8 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -805117.812500 Penalty: 4563.494141
	Iteration 8Q: 3 clusters Score -805117.8 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -805466.687500 Penalty: 4563.494141
	Iteration 9Q: 3 clusters Score -805466.7 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -805806.000000 Penalty: 4563.494141
	Iteration 10Q: 3 clusters Score -805806 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -806111.687500 Penalty: 4563.494141
	Iteration 11Q: 3 clusters Score -806111.7 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -806300.312500 Penalty: 4563.494141
	Iteration 12Q: 3 clusters Score -806300.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -806404.500000 Penalty: 4563.494141
	Iteration 13Q: 3 clusters Score -806404.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -806454.187500 Penalty: 4563.494141
	Iteration 14Q: 3 clusters Score -806454.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -806479.812500 Penalty: 4563.494141
	Iteration 15Q: 3 clusters Score -806479.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -806498.812500 Penalty: 4563.494141
	Iteration 16Q: 3 clusters Score -806498.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -806508.375000 Penalty: 4563.494141
	Iteration 17Q: 3 clusters Score -806508.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -806518.187500 Penalty: 4563.494141
	Iteration 18Q: 3 clusters Score -806518.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -806526.250000 Penalty: 4563.494141
	Iteration 19Q: 3 clusters Score -806526.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -806527.562500 Penalty: 4563.494141
	Iteration 20F: 3 clusters Score -806527.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -806530.562500 Penalty: 4563.494141
	Iteration 21Q: 3 clusters Score -806530.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -806535.500000 Penalty: 4563.494141
	Iteration 22Q: 3 clusters Score -806535.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -806538.625000 Penalty: 4563.494141
	Iteration 23Q: 3 clusters Score -806538.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -806540.375000 Penalty: 4563.494141
	Iteration 24Q: 3 clusters Score -806540.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -806543.125000 Penalty: 4563.494141
	Iteration 25Q: 3 clusters Score -806543.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -806545.875000 Penalty: 4563.494141
	Iteration 26Q: 3 clusters Score -806545.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -806549.000000 Penalty: 4563.494141
	Iteration 27Q: 3 clusters Score -806549 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -806551.687500 Penalty: 4563.494141
	Iteration 28Q: 3 clusters Score -806551.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -806554.500000 Penalty: 4563.494141
	Iteration 29Q: 3 clusters Score -806554.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -806556.187500 Penalty: 4563.494141
	Iteration 30Q: 3 clusters Score -806556.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -806556.437500 Penalty: 4563.494141
	Iteration 31Q: 3 clusters Score -806556.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -806557.250000 Penalty: 4563.494141
	Iteration 32Q: 3 clusters Score -806557.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -806557.500000 Penalty: 4563.494141
	Iteration 33Q: 3 clusters Score -806557.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -806557.437500 Penalty: 4563.494141
	Iteration 34Q: 3 clusters Score -806557.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -806557.062500 Penalty: 4563.494141
	Iteration 35Q: 3 clusters Score -806557.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -806558.500000 Penalty: 4563.494141
	Iteration 36Q: 3 clusters Score -806558.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -806560.250000 Penalty: 4563.494141
	Iteration 37Q: 3 clusters Score -806560.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -806559.500000 Penalty: 4563.494141
	Iteration 38Q: 3 clusters Score -806559.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -806559.937500 Penalty: 4563.494141
	Iteration 39Q: 3 clusters Score -806559.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -806559.937500 Penalty: 4563.494141
	Iteration 40F: 3 clusters Score -806559.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (32359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32359 members 
Entering Unmasked Estep 
Score: -2653049.500000 Penalty: 2575.392578
	Iteration 0F: 2 clusters Score -2653050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16112 members 
Mstep: Class 2 contains 16247 members 
Entering Unmasked Estep 
Score: -2631060.000000 Penalty: 5150.785156
	Iteration 0F: 3 clusters Score -2631060 nChanged 14591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 16288 members 
Entering Unmasked Estep 
Score: -2638884.500000 Penalty: 5150.785156
	Iteration 1F: 3 clusters Score -2638884 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 16287 members 
Entering Unmasked Estep 
Score: -2639314.000000 Penalty: 5150.785156
	Iteration 2Q: 3 clusters Score -2639314 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 16337 members 
Entering Unmasked Estep 
Score: -2639632.250000 Penalty: 5150.785156
	Iteration 3Q: 3 clusters Score -2639632 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 16399 members 
Entering Unmasked Estep 
Score: -2639911.250000 Penalty: 5150.785156
	Iteration 4Q: 3 clusters Score -2639911 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15869 members 
Mstep: Class 2 contains 16490 members 
Entering Unmasked Estep 
Score: -2640122.500000 Penalty: 5150.785156
	Iteration 5Q: 3 clusters Score -2640122 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
Score: -2640319.000000 Penalty: 5150.785156
	Iteration 6Q: 3 clusters Score -2640319 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15575 members 
Mstep: Class 2 contains 16784 members 
Entering Unmasked Estep 
Score: -2640522.500000 Penalty: 5150.785156
	Iteration 7Q: 3 clusters Score -2640522 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15338 members 
Mstep: Class 2 contains 17021 members 
Entering Unmasked Estep 
Score: -2640735.000000 Penalty: 5150.785156
	Iteration 8Q: 3 clusters Score -2640735 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 17336 members 
Entering Unmasked Estep 
Score: -2640994.500000 Penalty: 5150.785156
	Iteration 9Q: 3 clusters Score -2640994 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 17739 members 
Entering Unmasked Estep 
Score: -2641274.000000 Penalty: 5150.785156
	Iteration 10Q: 3 clusters Score -2641274 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 18285 members 
Entering Unmasked Estep 
Score: -2641674.000000 Penalty: 5150.785156
	Iteration 11Q: 3 clusters Score -2641674 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 18978 members 
Entering Unmasked Estep 
Score: -2642187.000000 Penalty: 5150.785156
	Iteration 12Q: 3 clusters Score -2642187 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 19821 members 
Entering Unmasked Estep 
Score: -2642856.500000 Penalty: 5150.785156
	Iteration 13Q: 3 clusters Score -2642856 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 20760 members 
Entering Unmasked Estep 
Score: -2643606.250000 Penalty: 5150.785156
	Iteration 14Q: 3 clusters Score -2643606 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 21837 members 
Entering Unmasked Estep 
Score: -2644459.250000 Penalty: 5150.785156
	Iteration 15Q: 3 clusters Score -2644459 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 22964 members 
Entering Unmasked Estep 
Score: -2645348.000000 Penalty: 5150.785156
	Iteration 16Q: 3 clusters Score -2645348 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 24059 members 
Entering Unmasked Estep 
Score: -2646159.000000 Penalty: 5150.785156
	Iteration 17Q: 3 clusters Score -2646159 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 25084 members 
Entering Unmasked Estep 
Score: -2646908.250000 Penalty: 5150.785156
	Iteration 18Q: 3 clusters Score -2646908 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 26024 members 
Entering Unmasked Estep 
Score: -2647555.000000 Penalty: 5150.785156
	Iteration 19Q: 3 clusters Score -2647555 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 26852 members 
Entering Unmasked Estep 
Score: -2648085.750000 Penalty: 5150.785156
	Iteration 20F: 3 clusters Score -2648086 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 27605 members 
Entering Unmasked Estep 
Score: -2648545.250000 Penalty: 5150.785156
	Iteration 21Q: 3 clusters Score -2648545 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 28286 members 
Entering Unmasked Estep 
Score: -2648952.250000 Penalty: 5150.785156
	Iteration 22Q: 3 clusters Score -2648952 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 28874 members 
Entering Unmasked Estep 
Score: -2649287.000000 Penalty: 5150.785156
	Iteration 23Q: 3 clusters Score -2649287 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 29361 members 
Entering Unmasked Estep 
Score: -2649574.500000 Penalty: 5150.785156
	Iteration 24Q: 3 clusters Score -2649574 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 29782 members 
Entering Unmasked Estep 
Score: -2649806.250000 Penalty: 5150.785156
	Iteration 25Q: 3 clusters Score -2649806 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 30125 members 
Entering Unmasked Estep 
Score: -2649992.250000 Penalty: 5150.785156
	Iteration 26Q: 3 clusters Score -2649992 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 30412 members 
Entering Unmasked Estep 
Score: -2650147.500000 Penalty: 5150.785156
	Iteration 27Q: 3 clusters Score -2650148 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 30656 members 
Entering Unmasked Estep 
Score: -2650271.750000 Penalty: 5150.785156
	Iteration 28Q: 3 clusters Score -2650272 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 30837 members 
Entering Unmasked Estep 
Score: -2650357.500000 Penalty: 5150.785156
	Iteration 29Q: 3 clusters Score -2650358 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 30973 members 
Entering Unmasked Estep 
Score: -2650430.500000 Penalty: 5150.785156
	Iteration 30Q: 3 clusters Score -2650430 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 31076 members 
Entering Unmasked Estep 
Score: -2650483.000000 Penalty: 5150.785156
	Iteration 31Q: 3 clusters Score -2650483 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 31174 members 
Entering Unmasked Estep 
Score: -2650532.000000 Penalty: 5150.785156
	Iteration 32Q: 3 clusters Score -2650532 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 31256 members 
Entering Unmasked Estep 
Score: -2650568.750000 Penalty: 5150.785156
	Iteration 33Q: 3 clusters Score -2650569 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 31320 members 
Entering Unmasked Estep 
Score: -2650606.500000 Penalty: 5150.785156
	Iteration 34Q: 3 clusters Score -2650606 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 31363 members 
Entering Unmasked Estep 
Score: -2650641.500000 Penalty: 5150.785156
	Iteration 35Q: 3 clusters Score -2650642 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 31409 members 
Entering Unmasked Estep 
Score: -2650660.250000 Penalty: 5150.785156
	Iteration 36Q: 3 clusters Score -2650660 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 31448 members 
Entering Unmasked Estep 
Score: -2650685.000000 Penalty: 5150.785156
	Iteration 37Q: 3 clusters Score -2650685 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 31472 members 
Entering Unmasked Estep 
Score: -2650700.500000 Penalty: 5150.785156
	Iteration 38Q: 3 clusters Score -2650700 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 31503 members 
Entering Unmasked Estep 
Score: -2650721.000000 Penalty: 5150.785156
	Iteration 39Q: 3 clusters Score -2650721 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 31530 members 
Entering Unmasked Estep 
Score: -2650741.500000 Penalty: 5150.785156
	Iteration 40F: 3 clusters Score -2650742 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 31555 members 
Entering Unmasked Estep 
Score: -2650765.250000 Penalty: 5150.785156
	Iteration 41Q: 3 clusters Score -2650765 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 31577 members 
Entering Unmasked Estep 
Score: -2650780.250000 Penalty: 5150.785156
	Iteration 42Q: 3 clusters Score -2650780 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 31596 members 
Entering Unmasked Estep 
Score: -2650799.250000 Penalty: 5150.785156
	Iteration 43Q: 3 clusters Score -2650799 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 31617 members 
Entering Unmasked Estep 
Score: -2650817.000000 Penalty: 5150.785156
	Iteration 44Q: 3 clusters Score -2650817 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 31631 members 
Entering Unmasked Estep 
Score: -2650824.250000 Penalty: 5150.785156
	Iteration 45Q: 3 clusters Score -2650824 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 31647 members 
Entering Unmasked Estep 
Score: -2650836.750000 Penalty: 5150.785156
	Iteration 46Q: 3 clusters Score -2650837 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 31662 members 
Entering Unmasked Estep 
Score: -2650845.750000 Penalty: 5150.785156
	Iteration 47Q: 3 clusters Score -2650846 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 31673 members 
Entering Unmasked Estep 
Score: -2650856.000000 Penalty: 5150.785156
	Iteration 48Q: 3 clusters Score -2650856 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 31686 members 
Entering Unmasked Estep 
Score: -2650866.500000 Penalty: 5150.785156
	Iteration 49Q: 3 clusters Score -2650866 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 31697 members 
Entering Unmasked Estep 
Score: -2650879.000000 Penalty: 5150.785156
	Iteration 50Q: 3 clusters Score -2650879 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 31710 members 
Entering Unmasked Estep 
Score: -2650882.000000 Penalty: 5150.785156
	Iteration 51Q: 3 clusters Score -2650882 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 31717 members 
Entering Unmasked Estep 
Score: -2650892.250000 Penalty: 5150.785156
	Iteration 52Q: 3 clusters Score -2650892 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 31731 members 
Entering Unmasked Estep 
Score: -2650905.500000 Penalty: 5150.785156
	Iteration 53Q: 3 clusters Score -2650906 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 31741 members 
Entering Unmasked Estep 
Score: -2650913.000000 Penalty: 5150.785156
	Iteration 54Q: 3 clusters Score -2650913 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 31751 members 
Entering Unmasked Estep 
Score: -2650922.500000 Penalty: 5150.785156
	Iteration 55Q: 3 clusters Score -2650922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 31759 members 
Entering Unmasked Estep 
Score: -2650925.500000 Penalty: 5150.785156
	Iteration 56Q: 3 clusters Score -2650926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 31763 members 
Entering Unmasked Estep 
Score: -2650928.250000 Penalty: 5150.785156
	Iteration 57Q: 3 clusters Score -2650928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 31766 members 
Entering Unmasked Estep 
Score: -2650928.500000 Penalty: 5150.785156
	Iteration 58Q: 3 clusters Score -2650928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 31771 members 
Entering Unmasked Estep 
Score: -2650934.500000 Penalty: 5150.785156
	Iteration 59Q: 3 clusters Score -2650934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 31775 members 
Entering Unmasked Estep 
Score: -2650937.250000 Penalty: 5150.785156
	Iteration 60F: 3 clusters Score -2650937 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 31780 members 
Entering Unmasked Estep 
Score: -2650941.250000 Penalty: 5150.785156
	Iteration 61Q: 3 clusters Score -2650941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 31785 members 
Entering Unmasked Estep 
Score: -2650943.500000 Penalty: 5150.785156
	Iteration 62Q: 3 clusters Score -2650944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 31789 members 
Entering Unmasked Estep 
Score: -2650943.500000 Penalty: 5150.785156
	Iteration 63Q: 3 clusters Score -2650944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 31795 members 
Entering Unmasked Estep 
Score: -2650949.750000 Penalty: 5150.785156
	Iteration 64Q: 3 clusters Score -2650950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 31794 members 
Entering Unmasked Estep 
Score: -2650951.000000 Penalty: 5150.785156
	Iteration 65Q: 3 clusters Score -2650951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 31795 members 
Entering Unmasked Estep 
Score: -2650947.750000 Penalty: 5150.785156
	Iteration 66Q: 3 clusters Score -2650948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 31795 members 
Entering Unmasked Estep 
Score: -2650947.750000 Penalty: 5150.785156
	Iteration 67F: 3 clusters Score -2650948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Entering Unmasked Estep 
Score: -215980.015625 Penalty: 2003.360840
	Iteration 0F: 2 clusters Score -215980 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 1622 members 
Entering Unmasked Estep 
Score: -212604.234375 Penalty: 4006.721680
	Iteration 0F: 3 clusters Score -212604.2 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -213291.453125 Penalty: 4006.721680
	Iteration 1F: 3 clusters Score -213291.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -213448.046875 Penalty: 4006.721680
	Iteration 2F: 3 clusters Score -213448 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -213542.562500 Penalty: 4006.721680
	Iteration 3Q: 3 clusters Score -213542.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -213617.203125 Penalty: 4006.721680
	Iteration 4Q: 3 clusters Score -213617.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -213675.015625 Penalty: 4006.721680
	Iteration 5Q: 3 clusters Score -213675 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -213729.515625 Penalty: 4006.721680
	Iteration 6Q: 3 clusters Score -213729.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -213770.171875 Penalty: 4006.721680
	Iteration 7Q: 3 clusters Score -213770.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -213816.656250 Penalty: 4006.721680
	Iteration 8Q: 3 clusters Score -213816.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -213848.546875 Penalty: 4006.721680
	Iteration 9Q: 3 clusters Score -213848.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -213877.562500 Penalty: 4006.721680
	Iteration 10Q: 3 clusters Score -213877.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -213907.640625 Penalty: 4006.721680
	Iteration 11Q: 3 clusters Score -213907.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -213928.421875 Penalty: 4006.721680
	Iteration 12Q: 3 clusters Score -213928.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -213941.906250 Penalty: 4006.721680
	Iteration 13Q: 3 clusters Score -213941.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -213951.250000 Penalty: 4006.721680
	Iteration 14Q: 3 clusters Score -213951.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -213959.328125 Penalty: 4006.721680
	Iteration 15Q: 3 clusters Score -213959.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -213971.453125 Penalty: 4006.721680
	Iteration 16Q: 3 clusters Score -213971.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -213987.468750 Penalty: 4006.721680
	Iteration 17Q: 3 clusters Score -213987.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -214003.140625 Penalty: 4006.721680
	Iteration 18Q: 3 clusters Score -214003.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -214020.921875 Penalty: 4006.721680
	Iteration 19Q: 3 clusters Score -214020.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -214035.812500 Penalty: 4006.721680
	Iteration 20F: 3 clusters Score -214035.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -214053.484375 Penalty: 4006.721680
	Iteration 21Q: 3 clusters Score -214053.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -214067.734375 Penalty: 4006.721680
	Iteration 22Q: 3 clusters Score -214067.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -214085.468750 Penalty: 4006.721680
	Iteration 23Q: 3 clusters Score -214085.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -214096.968750 Penalty: 4006.721680
	Iteration 24Q: 3 clusters Score -214097 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -214112.203125 Penalty: 4006.721680
	Iteration 25Q: 3 clusters Score -214112.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -214131.484375 Penalty: 4006.721680
	Iteration 26Q: 3 clusters Score -214131.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -214151.843750 Penalty: 4006.721680
	Iteration 27Q: 3 clusters Score -214151.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -214167.390625 Penalty: 4006.721680
	Iteration 28Q: 3 clusters Score -214167.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -214180.562500 Penalty: 4006.721680
	Iteration 29Q: 3 clusters Score -214180.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -214193.750000 Penalty: 4006.721680
	Iteration 30Q: 3 clusters Score -214193.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -214210.484375 Penalty: 4006.721680
	Iteration 31Q: 3 clusters Score -214210.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -214226.187500 Penalty: 4006.721680
	Iteration 32Q: 3 clusters Score -214226.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -214239.250000 Penalty: 4006.721680
	Iteration 33Q: 3 clusters Score -214239.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -214257.015625 Penalty: 4006.721680
	Iteration 34Q: 3 clusters Score -214257 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -214272.687500 Penalty: 4006.721680
	Iteration 35Q: 3 clusters Score -214272.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -214289.500000 Penalty: 4006.721680
	Iteration 36Q: 3 clusters Score -214289.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -214304.421875 Penalty: 4006.721680
	Iteration 37Q: 3 clusters Score -214304.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -214317.156250 Penalty: 4006.721680
	Iteration 38Q: 3 clusters Score -214317.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -214324.031250 Penalty: 4006.721680
	Iteration 39Q: 3 clusters Score -214324 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -214335.218750 Penalty: 4006.721680
	Iteration 40F: 3 clusters Score -214335.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -214352.875000 Penalty: 4006.721680
	Iteration 41Q: 3 clusters Score -214352.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -214368.000000 Penalty: 4006.721680
	Iteration 42Q: 3 clusters Score -214368 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -214383.671875 Penalty: 4006.721680
	Iteration 43Q: 3 clusters Score -214383.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -214392.656250 Penalty: 4006.721680
	Iteration 44Q: 3 clusters Score -214392.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -214401.250000 Penalty: 4006.721680
	Iteration 45Q: 3 clusters Score -214401.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -214403.984375 Penalty: 4006.721680
	Iteration 46Q: 3 clusters Score -214404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -214406.093750 Penalty: 4006.721680
	Iteration 47Q: 3 clusters Score -214406.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -214409.281250 Penalty: 4006.721680
	Iteration 48Q: 3 clusters Score -214409.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -214412.437500 Penalty: 4006.721680
	Iteration 49Q: 3 clusters Score -214412.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -214413.187500 Penalty: 4006.721680
	Iteration 50Q: 3 clusters Score -214413.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -214414.921875 Penalty: 4006.721680
	Iteration 51Q: 3 clusters Score -214414.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -214416.015625 Penalty: 4006.721680
	Iteration 52Q: 3 clusters Score -214416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -214416.843750 Penalty: 4006.721680
	Iteration 53Q: 3 clusters Score -214416.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -214417.437500 Penalty: 4006.721680
	Iteration 54Q: 3 clusters Score -214417.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -214417.437500 Penalty: 4006.721680
	Iteration 55F: 3 clusters Score -214417.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Entering Unmasked Estep 
Score: -226188.890625 Penalty: 1973.553589
	Iteration 0F: 2 clusters Score -226188.9 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 1443 members 
Entering Unmasked Estep 
Score: -223036.671875 Penalty: 3947.107178
	Iteration 0F: 3 clusters Score -223036.7 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -223647.640625 Penalty: 3947.107178
	Iteration 1F: 3 clusters Score -223647.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -223756.890625 Penalty: 3947.107178
	Iteration 2F: 3 clusters Score -223756.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -223841.234375 Penalty: 3947.107178
	Iteration 3Q: 3 clusters Score -223841.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -223898.390625 Penalty: 3947.107178
	Iteration 4Q: 3 clusters Score -223898.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -223938.062500 Penalty: 3947.107178
	Iteration 5Q: 3 clusters Score -223938.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -223973.312500 Penalty: 3947.107178
	Iteration 6Q: 3 clusters Score -223973.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -224010.937500 Penalty: 3947.107178
	Iteration 7Q: 3 clusters Score -224010.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -224037.828125 Penalty: 3947.107178
	Iteration 8Q: 3 clusters Score -224037.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -224060.343750 Penalty: 3947.107178
	Iteration 9Q: 3 clusters Score -224060.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -224084.593750 Penalty: 3947.107178
	Iteration 10Q: 3 clusters Score -224084.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -224107.093750 Penalty: 3947.107178
	Iteration 11Q: 3 clusters Score -224107.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -224123.359375 Penalty: 3947.107178
	Iteration 12Q: 3 clusters Score -224123.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -224140.046875 Penalty: 3947.107178
	Iteration 13Q: 3 clusters Score -224140 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -224160.031250 Penalty: 3947.107178
	Iteration 14Q: 3 clusters Score -224160 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -224176.390625 Penalty: 3947.107178
	Iteration 15Q: 3 clusters Score -224176.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -224192.500000 Penalty: 3947.107178
	Iteration 16Q: 3 clusters Score -224192.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -224206.578125 Penalty: 3947.107178
	Iteration 17Q: 3 clusters Score -224206.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -224222.562500 Penalty: 3947.107178
	Iteration 18Q: 3 clusters Score -224222.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -224232.046875 Penalty: 3947.107178
	Iteration 19Q: 3 clusters Score -224232 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -224238.515625 Penalty: 3947.107178
	Iteration 20F: 3 clusters Score -224238.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -224245.437500 Penalty: 3947.107178
	Iteration 21Q: 3 clusters Score -224245.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -224251.750000 Penalty: 3947.107178
	Iteration 22Q: 3 clusters Score -224251.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -224257.156250 Penalty: 3947.107178
	Iteration 23Q: 3 clusters Score -224257.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -224263.187500 Penalty: 3947.107178
	Iteration 24Q: 3 clusters Score -224263.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -224271.562500 Penalty: 3947.107178
	Iteration 25Q: 3 clusters Score -224271.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -224276.265625 Penalty: 3947.107178
	Iteration 26Q: 3 clusters Score -224276.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -224280.296875 Penalty: 3947.107178
	Iteration 27Q: 3 clusters Score -224280.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -224283.187500 Penalty: 3947.107178
	Iteration 28Q: 3 clusters Score -224283.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -224285.578125 Penalty: 3947.107178
	Iteration 29Q: 3 clusters Score -224285.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -224288.125000 Penalty: 3947.107178
	Iteration 30Q: 3 clusters Score -224288.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -224292.187500 Penalty: 3947.107178
	Iteration 31Q: 3 clusters Score -224292.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -224297.640625 Penalty: 3947.107178
	Iteration 32Q: 3 clusters Score -224297.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -224302.703125 Penalty: 3947.107178
	Iteration 33Q: 3 clusters Score -224302.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -224308.500000 Penalty: 3947.107178
	Iteration 34Q: 3 clusters Score -224308.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -224312.781250 Penalty: 3947.107178
	Iteration 35Q: 3 clusters Score -224312.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -224317.734375 Penalty: 3947.107178
	Iteration 36Q: 3 clusters Score -224317.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -224321.093750 Penalty: 3947.107178
	Iteration 37Q: 3 clusters Score -224321.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -224326.546875 Penalty: 3947.107178
	Iteration 38Q: 3 clusters Score -224326.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -224334.500000 Penalty: 3947.107178
	Iteration 39Q: 3 clusters Score -224334.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -224339.218750 Penalty: 3947.107178
	Iteration 40F: 3 clusters Score -224339.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -224345.187500 Penalty: 3947.107178
	Iteration 41Q: 3 clusters Score -224345.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -224350.765625 Penalty: 3947.107178
	Iteration 42Q: 3 clusters Score -224350.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -224355.843750 Penalty: 3947.107178
	Iteration 43Q: 3 clusters Score -224355.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -224361.640625 Penalty: 3947.107178
	Iteration 44Q: 3 clusters Score -224361.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -224367.828125 Penalty: 3947.107178
	Iteration 45Q: 3 clusters Score -224367.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -224373.875000 Penalty: 3947.107178
	Iteration 46Q: 3 clusters Score -224373.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -224379.390625 Penalty: 3947.107178
	Iteration 47Q: 3 clusters Score -224379.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -224385.187500 Penalty: 3947.107178
	Iteration 48Q: 3 clusters Score -224385.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -224388.109375 Penalty: 3947.107178
	Iteration 49Q: 3 clusters Score -224388.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -224392.140625 Penalty: 3947.107178
	Iteration 50Q: 3 clusters Score -224392.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -224395.578125 Penalty: 3947.107178
	Iteration 51Q: 3 clusters Score -224395.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -224398.531250 Penalty: 3947.107178
	Iteration 52Q: 3 clusters Score -224398.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -224402.906250 Penalty: 3947.107178
	Iteration 53Q: 3 clusters Score -224402.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -224406.328125 Penalty: 3947.107178
	Iteration 54Q: 3 clusters Score -224406.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -224408.718750 Penalty: 3947.107178
	Iteration 55Q: 3 clusters Score -224408.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -224411.718750 Penalty: 3947.107178
	Iteration 56Q: 3 clusters Score -224411.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -224414.625000 Penalty: 3947.107178
	Iteration 57Q: 3 clusters Score -224414.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -224418.750000 Penalty: 3947.107178
	Iteration 58Q: 3 clusters Score -224418.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -224421.156250 Penalty: 3947.107178
	Iteration 59Q: 3 clusters Score -224421.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -224424.812500 Penalty: 3947.107178
	Iteration 60F: 3 clusters Score -224424.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -224426.312500 Penalty: 3947.107178
	Iteration 61Q: 3 clusters Score -224426.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -224428.296875 Penalty: 3947.107178
	Iteration 62Q: 3 clusters Score -224428.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -224432.562500 Penalty: 3947.107178
	Iteration 63Q: 3 clusters Score -224432.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -224436.203125 Penalty: 3947.107178
	Iteration 64Q: 3 clusters Score -224436.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -224437.281250 Penalty: 3947.107178
	Iteration 65Q: 3 clusters Score -224437.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -224438.906250 Penalty: 3947.107178
	Iteration 66Q: 3 clusters Score -224438.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -224441.296875 Penalty: 3947.107178
	Iteration 67Q: 3 clusters Score -224441.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -224444.218750 Penalty: 3947.107178
	Iteration 68Q: 3 clusters Score -224444.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -224445.812500 Penalty: 3947.107178
	Iteration 69Q: 3 clusters Score -224445.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -224447.781250 Penalty: 3947.107178
	Iteration 70Q: 3 clusters Score -224447.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -224448.781250 Penalty: 3947.107178
	Iteration 71Q: 3 clusters Score -224448.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -224451.218750 Penalty: 3947.107178
	Iteration 72Q: 3 clusters Score -224451.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -224453.609375 Penalty: 3947.107178
	Iteration 73Q: 3 clusters Score -224453.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -224455.906250 Penalty: 3947.107178
	Iteration 74Q: 3 clusters Score -224455.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -224457.375000 Penalty: 3947.107178
	Iteration 75Q: 3 clusters Score -224457.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -224458.296875 Penalty: 3947.107178
	Iteration 76Q: 3 clusters Score -224458.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -224458.296875 Penalty: 3947.107178
	Iteration 77Q: 3 clusters Score -224458.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -224458.296875 Penalty: 3947.107178
	Iteration 78F: 3 clusters Score -224458.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Entering Unmasked Estep 
Score: -262776.343750 Penalty: 2015.303223
	Iteration 0F: 2 clusters Score -262776.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -259304.500000 Penalty: 4030.606445
	Iteration 0F: 3 clusters Score -259304.5 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -260048.562500 Penalty: 4030.606445
	Iteration 1F: 3 clusters Score -260048.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -260223.453125 Penalty: 4030.606445
	Iteration 2F: 3 clusters Score -260223.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -260330.140625 Penalty: 4030.606445
	Iteration 3Q: 3 clusters Score -260330.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -260392.984375 Penalty: 4030.606445
	Iteration 4Q: 3 clusters Score -260393 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -260445.265625 Penalty: 4030.606445
	Iteration 5Q: 3 clusters Score -260445.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -260472.921875 Penalty: 4030.606445
	Iteration 6Q: 3 clusters Score -260472.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -260487.796875 Penalty: 4030.606445
	Iteration 7Q: 3 clusters Score -260487.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -260496.578125 Penalty: 4030.606445
	Iteration 8Q: 3 clusters Score -260496.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -260504.609375 Penalty: 4030.606445
	Iteration 9Q: 3 clusters Score -260504.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -260514.093750 Penalty: 4030.606445
	Iteration 10Q: 3 clusters Score -260514.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -260524.234375 Penalty: 4030.606445
	Iteration 11Q: 3 clusters Score -260524.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -260531.203125 Penalty: 4030.606445
	Iteration 12Q: 3 clusters Score -260531.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -260541.109375 Penalty: 4030.606445
	Iteration 13Q: 3 clusters Score -260541.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -260559.609375 Penalty: 4030.606445
	Iteration 14Q: 3 clusters Score -260559.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -260576.687500 Penalty: 4030.606445
	Iteration 15Q: 3 clusters Score -260576.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -260592.921875 Penalty: 4030.606445
	Iteration 16Q: 3 clusters Score -260592.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -260611.671875 Penalty: 4030.606445
	Iteration 17Q: 3 clusters Score -260611.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -260624.718750 Penalty: 4030.606445
	Iteration 18Q: 3 clusters Score -260624.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -260629.468750 Penalty: 4030.606445
	Iteration 19Q: 3 clusters Score -260629.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -260633.703125 Penalty: 4030.606445
	Iteration 20F: 3 clusters Score -260633.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -260637.031250 Penalty: 4030.606445
	Iteration 21Q: 3 clusters Score -260637 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -260641.125000 Penalty: 4030.606445
	Iteration 22Q: 3 clusters Score -260641.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -260644.359375 Penalty: 4030.606445
	Iteration 23Q: 3 clusters Score -260644.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -260648.890625 Penalty: 4030.606445
	Iteration 24Q: 3 clusters Score -260648.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -260651.703125 Penalty: 4030.606445
	Iteration 25Q: 3 clusters Score -260651.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -260654.859375 Penalty: 4030.606445
	Iteration 26Q: 3 clusters Score -260654.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -260657.593750 Penalty: 4030.606445
	Iteration 27Q: 3 clusters Score -260657.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -260661.000000 Penalty: 4030.606445
	Iteration 28Q: 3 clusters Score -260661 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -260665.531250 Penalty: 4030.606445
	Iteration 29Q: 3 clusters Score -260665.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -260669.234375 Penalty: 4030.606445
	Iteration 30Q: 3 clusters Score -260669.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -260675.687500 Penalty: 4030.606445
	Iteration 31Q: 3 clusters Score -260675.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -260679.343750 Penalty: 4030.606445
	Iteration 32Q: 3 clusters Score -260679.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -260682.843750 Penalty: 4030.606445
	Iteration 33Q: 3 clusters Score -260682.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -260684.953125 Penalty: 4030.606445
	Iteration 34Q: 3 clusters Score -260685 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -260688.265625 Penalty: 4030.606445
	Iteration 35Q: 3 clusters Score -260688.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -260690.546875 Penalty: 4030.606445
	Iteration 36Q: 3 clusters Score -260690.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -260694.828125 Penalty: 4030.606445
	Iteration 37Q: 3 clusters Score -260694.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -260699.484375 Penalty: 4030.606445
	Iteration 38Q: 3 clusters Score -260699.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -260702.906250 Penalty: 4030.606445
	Iteration 39Q: 3 clusters Score -260702.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -260705.203125 Penalty: 4030.606445
	Iteration 40F: 3 clusters Score -260705.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -260707.765625 Penalty: 4030.606445
	Iteration 41Q: 3 clusters Score -260707.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -260708.625000 Penalty: 4030.606445
	Iteration 42Q: 3 clusters Score -260708.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -260709.109375 Penalty: 4030.606445
	Iteration 43Q: 3 clusters Score -260709.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -260709.671875 Penalty: 4030.606445
	Iteration 44Q: 3 clusters Score -260709.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -260709.671875 Penalty: 4030.606445
	Iteration 45F: 3 clusters Score -260709.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Entering Unmasked Estep 
Score: -629413.687500 Penalty: 2232.883301
	Iteration 0F: 2 clusters Score -629413.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -622944.625000 Penalty: 4465.766602
	Iteration 0F: 3 clusters Score -622944.6 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -624784.375000 Penalty: 4465.766602
	Iteration 1F: 3 clusters Score -624784.4 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -625078.500000 Penalty: 4465.766602
	Iteration 2F: 3 clusters Score -625078.5 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -625306.125000 Penalty: 4465.766602
	Iteration 3F: 3 clusters Score -625306.1 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -625557.750000 Penalty: 4465.766602
	Iteration 4Q: 3 clusters Score -625557.8 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -625845.937500 Penalty: 4465.766602
	Iteration 5Q: 3 clusters Score -625845.9 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -626132.937500 Penalty: 4465.766602
	Iteration 6Q: 3 clusters Score -626132.9 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -626387.937500 Penalty: 4465.766602
	Iteration 7Q: 3 clusters Score -626387.9 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -626634.562500 Penalty: 4465.766602
	Iteration 8Q: 3 clusters Score -626634.6 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -626866.687500 Penalty: 4465.766602
	Iteration 9Q: 3 clusters Score -626866.7 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -627105.062500 Penalty: 4465.766602
	Iteration 10Q: 3 clusters Score -627105.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -627338.312500 Penalty: 4465.766602
	Iteration 11Q: 3 clusters Score -627338.3 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -627553.937500 Penalty: 4465.766602
	Iteration 12Q: 3 clusters Score -627553.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -627765.375000 Penalty: 4465.766602
	Iteration 13Q: 3 clusters Score -627765.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -627995.062500 Penalty: 4465.766602
	Iteration 14Q: 3 clusters Score -627995.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -628262.187500 Penalty: 4465.766602
	Iteration 15Q: 3 clusters Score -628262.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -628470.250000 Penalty: 4465.766602
	Iteration 16Q: 3 clusters Score -628470.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -628597.187500 Penalty: 4465.766602
	Iteration 17Q: 3 clusters Score -628597.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -628641.062500 Penalty: 4465.766602
	Iteration 18Q: 3 clusters Score -628641.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -628662.875000 Penalty: 4465.766602
	Iteration 19Q: 3 clusters Score -628662.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -628674.500000 Penalty: 4465.766602
	Iteration 20F: 3 clusters Score -628674.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -628682.125000 Penalty: 4465.766602
	Iteration 21Q: 3 clusters Score -628682.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -628688.375000 Penalty: 4465.766602
	Iteration 22Q: 3 clusters Score -628688.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -628696.125000 Penalty: 4465.766602
	Iteration 23Q: 3 clusters Score -628696.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -628701.312500 Penalty: 4465.766602
	Iteration 24Q: 3 clusters Score -628701.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -628702.812500 Penalty: 4465.766602
	Iteration 25Q: 3 clusters Score -628702.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -628708.312500 Penalty: 4465.766602
	Iteration 26Q: 3 clusters Score -628708.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -628711.500000 Penalty: 4465.766602
	Iteration 27Q: 3 clusters Score -628711.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -628714.187500 Penalty: 4465.766602
	Iteration 28Q: 3 clusters Score -628714.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -628716.375000 Penalty: 4465.766602
	Iteration 29Q: 3 clusters Score -628716.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -628720.437500 Penalty: 4465.766602
	Iteration 30Q: 3 clusters Score -628720.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -628722.937500 Penalty: 4465.766602
	Iteration 31Q: 3 clusters Score -628722.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -628724.125000 Penalty: 4465.766602
	Iteration 32Q: 3 clusters Score -628724.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -628725.125000 Penalty: 4465.766602
	Iteration 33Q: 3 clusters Score -628725.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -628727.312500 Penalty: 4465.766602
	Iteration 34Q: 3 clusters Score -628727.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -628729.500000 Penalty: 4465.766602
	Iteration 35Q: 3 clusters Score -628729.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -628731.687500 Penalty: 4465.766602
	Iteration 36Q: 3 clusters Score -628731.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -628733.062500 Penalty: 4465.766602
	Iteration 37Q: 3 clusters Score -628733.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -628736.125000 Penalty: 4465.766602
	Iteration 38Q: 3 clusters Score -628736.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -628740.562500 Penalty: 4465.766602
	Iteration 39Q: 3 clusters Score -628740.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -628741.187500 Penalty: 4465.766602
	Iteration 40F: 3 clusters Score -628741.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -628740.812500 Penalty: 4465.766602
	Iteration 41Q: 3 clusters Score -628740.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -628741.250000 Penalty: 4465.766602
	Iteration 42Q: 3 clusters Score -628741.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -628740.250000 Penalty: 4465.766602
	Iteration 43Q: 3 clusters Score -628740.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -628742.062500 Penalty: 4465.766602
	Iteration 44Q: 3 clusters Score -628742.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -628742.062500 Penalty: 4465.766602
	Iteration 45F: 3 clusters Score -628742.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (13496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Entering Unmasked Estep 
Score: -1044328.062500 Penalty: 2358.516846
	Iteration 0F: 2 clusters Score -1044328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1034409.125000 Penalty: 4717.033691
	Iteration 0F: 3 clusters Score -1034409 nChanged 5703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1037479.250000 Penalty: 4717.033691
	Iteration 1F: 3 clusters Score -1037479 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1037876.500000 Penalty: 4717.033691
	Iteration 2F: 3 clusters Score -1037876 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1038268.000000 Penalty: 4717.033691
	Iteration 3F: 3 clusters Score -1038268 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1038612.687500 Penalty: 4717.033691
	Iteration 4F: 3 clusters Score -1038613 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -1038976.250000 Penalty: 4717.033691
	Iteration 5F: 3 clusters Score -1038976 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -1039339.000000 Penalty: 4717.033691
	Iteration 6Q: 3 clusters Score -1039339 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1039765.437500 Penalty: 4717.033691
	Iteration 7Q: 3 clusters Score -1039765 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -1040189.750000 Penalty: 4717.033691
	Iteration 8Q: 3 clusters Score -1040190 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1040608.375000 Penalty: 4717.033691
	Iteration 9Q: 3 clusters Score -1040608 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -1040997.437500 Penalty: 4717.033691
	Iteration 10Q: 3 clusters Score -1040997 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -1041361.437500 Penalty: 4717.033691
	Iteration 11Q: 3 clusters Score -1041361 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -1041700.812500 Penalty: 4717.033691
	Iteration 12Q: 3 clusters Score -1041701 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -1041933.562500 Penalty: 4717.033691
	Iteration 13Q: 3 clusters Score -1041934 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -1042100.312500 Penalty: 4717.033691
	Iteration 14Q: 3 clusters Score -1042100 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -1042239.187500 Penalty: 4717.033691
	Iteration 15Q: 3 clusters Score -1042239 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -1042336.375000 Penalty: 4717.033691
	Iteration 16Q: 3 clusters Score -1042336 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -1042415.937500 Penalty: 4717.033691
	Iteration 17Q: 3 clusters Score -1042416 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -1042479.750000 Penalty: 4717.033691
	Iteration 18Q: 3 clusters Score -1042480 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -1042544.000000 Penalty: 4717.033691
	Iteration 19Q: 3 clusters Score -1042544 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -1042594.250000 Penalty: 4717.033691
	Iteration 20F: 3 clusters Score -1042594 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -1042634.875000 Penalty: 4717.033691
	Iteration 21Q: 3 clusters Score -1042635 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -1042681.625000 Penalty: 4717.033691
	Iteration 22Q: 3 clusters Score -1042682 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -1042725.562500 Penalty: 4717.033691
	Iteration 23Q: 3 clusters Score -1042726 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -1042774.562500 Penalty: 4717.033691
	Iteration 24Q: 3 clusters Score -1042775 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -1042818.687500 Penalty: 4717.033691
	Iteration 25Q: 3 clusters Score -1042819 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1042855.687500 Penalty: 4717.033691
	Iteration 26Q: 3 clusters Score -1042856 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -1042885.625000 Penalty: 4717.033691
	Iteration 27Q: 3 clusters Score -1042886 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1042916.437500 Penalty: 4717.033691
	Iteration 28Q: 3 clusters Score -1042916 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -1042944.750000 Penalty: 4717.033691
	Iteration 29Q: 3 clusters Score -1042945 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -1042979.500000 Penalty: 4717.033691
	Iteration 30Q: 3 clusters Score -1042980 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1043017.937500 Penalty: 4717.033691
	Iteration 31Q: 3 clusters Score -1043018 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -1043049.187500 Penalty: 4717.033691
	Iteration 32Q: 3 clusters Score -1043049 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1043077.375000 Penalty: 4717.033691
	Iteration 33Q: 3 clusters Score -1043077 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1043114.375000 Penalty: 4717.033691
	Iteration 34Q: 3 clusters Score -1043114 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1043138.687500 Penalty: 4717.033691
	Iteration 35Q: 3 clusters Score -1043139 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1043166.312500 Penalty: 4717.033691
	Iteration 36Q: 3 clusters Score -1043166 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -1043188.750000 Penalty: 4717.033691
	Iteration 37Q: 3 clusters Score -1043189 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -1043213.500000 Penalty: 4717.033691
	Iteration 38Q: 3 clusters Score -1043214 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1043228.250000 Penalty: 4717.033691
	Iteration 39Q: 3 clusters Score -1043228 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1043248.812500 Penalty: 4717.033691
	Iteration 40F: 3 clusters Score -1043249 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1043263.562500 Penalty: 4717.033691
	Iteration 41Q: 3 clusters Score -1043264 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1043282.125000 Penalty: 4717.033691
	Iteration 42Q: 3 clusters Score -1043282 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1043301.125000 Penalty: 4717.033691
	Iteration 43Q: 3 clusters Score -1043301 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1043313.875000 Penalty: 4717.033691
	Iteration 44Q: 3 clusters Score -1043314 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1043326.125000 Penalty: 4717.033691
	Iteration 45Q: 3 clusters Score -1043326 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1043333.812500 Penalty: 4717.033691
	Iteration 46Q: 3 clusters Score -1043334 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1043339.312500 Penalty: 4717.033691
	Iteration 47Q: 3 clusters Score -1043339 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1043349.562500 Penalty: 4717.033691
	Iteration 48Q: 3 clusters Score -1043350 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1043365.000000 Penalty: 4717.033691
	Iteration 49Q: 3 clusters Score -1043365 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -1043376.062500 Penalty: 4717.033691
	Iteration 50Q: 3 clusters Score -1043376 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1043387.375000 Penalty: 4717.033691
	Iteration 51Q: 3 clusters Score -1043387 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1043402.437500 Penalty: 4717.033691
	Iteration 52Q: 3 clusters Score -1043402 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1043415.375000 Penalty: 4717.033691
	Iteration 53Q: 3 clusters Score -1043415 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -1043427.375000 Penalty: 4717.033691
	Iteration 54Q: 3 clusters Score -1043427 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1043431.562500 Penalty: 4717.033691
	Iteration 55Q: 3 clusters Score -1043432 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1043439.750000 Penalty: 4717.033691
	Iteration 56Q: 3 clusters Score -1043440 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1043448.125000 Penalty: 4717.033691
	Iteration 57Q: 3 clusters Score -1043448 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -1043454.125000 Penalty: 4717.033691
	Iteration 58Q: 3 clusters Score -1043454 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1043457.187500 Penalty: 4717.033691
	Iteration 59Q: 3 clusters Score -1043457 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1043457.687500 Penalty: 4717.033691
	Iteration 60F: 3 clusters Score -1043458 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1043459.937500 Penalty: 4717.033691
	Iteration 61Q: 3 clusters Score -1043460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1043458.375000 Penalty: 4717.033691
	Iteration 62Q: 3 clusters Score -1043458 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1043463.187500 Penalty: 4717.033691
	Iteration 63Q: 3 clusters Score -1043463 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1043463.437500 Penalty: 4717.033691
	Iteration 64Q: 3 clusters Score -1043463 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1043465.500000 Penalty: 4717.033691
	Iteration 65Q: 3 clusters Score -1043466 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -1043465.875000 Penalty: 4717.033691
	Iteration 66Q: 3 clusters Score -1043466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1043467.125000 Penalty: 4717.033691
	Iteration 67Q: 3 clusters Score -1043467 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1043464.375000 Penalty: 4717.033691
	Iteration 68Q: 3 clusters Score -1043464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1043467.312500 Penalty: 4717.033691
	Iteration 69Q: 3 clusters Score -1043467 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1043466.937500 Penalty: 4717.033691
	Iteration 70Q: 3 clusters Score -1043467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1043465.812500 Penalty: 4717.033691
	Iteration 71Q: 3 clusters Score -1043466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1043466.937500 Penalty: 4717.033691
	Iteration 72Q: 3 clusters Score -1043467 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1043471.812500 Penalty: 4717.033691
	Iteration 73Q: 3 clusters Score -1043472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1043471.562500 Penalty: 4717.033691
	Iteration 74Q: 3 clusters Score -1043472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1043471.562500 Penalty: 4717.033691
	Iteration 75F: 3 clusters Score -1043472 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (64197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64197 members 
Entering Unmasked Estep 
Score: -5033165.000000 Penalty: 2745.288574
	Iteration 0F: 2 clusters Score -5033165 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32117 members 
Mstep: Class 2 contains 32080 members 
Entering Unmasked Estep 
Score: -4990391.500000 Penalty: 5490.577148
	Iteration 0F: 3 clusters Score -4990392 nChanged 29874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32269 members 
Mstep: Class 2 contains 31928 members 
Entering Unmasked Estep 
Score: -5006872.000000 Penalty: 5490.577148
	Iteration 1F: 3 clusters Score -5006872 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32305 members 
Mstep: Class 2 contains 31892 members 
Entering Unmasked Estep 
Score: -5007413.500000 Penalty: 5490.577148
	Iteration 2Q: 3 clusters Score -5007414 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32396 members 
Mstep: Class 2 contains 31801 members 
Entering Unmasked Estep 
Score: -5007947.000000 Penalty: 5490.577148
	Iteration 3Q: 3 clusters Score -5007947 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32527 members 
Mstep: Class 2 contains 31670 members 
Entering Unmasked Estep 
Score: -5008464.000000 Penalty: 5490.577148
	Iteration 4Q: 3 clusters Score -5008464 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32716 members 
Mstep: Class 2 contains 31481 members 
Entering Unmasked Estep 
Score: -5009051.000000 Penalty: 5490.577148
	Iteration 5Q: 3 clusters Score -5009051 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32963 members 
Mstep: Class 2 contains 31234 members 
Entering Unmasked Estep 
Score: -5009759.500000 Penalty: 5490.577148
	Iteration 6Q: 3 clusters Score -5009760 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33274 members 
Mstep: Class 2 contains 30923 members 
Entering Unmasked Estep 
Score: -5010753.000000 Penalty: 5490.577148
	Iteration 7Q: 3 clusters Score -5010753 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33637 members 
Mstep: Class 2 contains 30560 members 
Entering Unmasked Estep 
Score: -5012032.500000 Penalty: 5490.577148
	Iteration 8Q: 3 clusters Score -5012032 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34078 members 
Mstep: Class 2 contains 30119 members 
Entering Unmasked Estep 
Score: -5013643.000000 Penalty: 5490.577148
	Iteration 9Q: 3 clusters Score -5013643 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34604 members 
Mstep: Class 2 contains 29593 members 
Entering Unmasked Estep 
Score: -5015594.500000 Penalty: 5490.577148
	Iteration 10F: 3 clusters Score -5015594 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35217 members 
Mstep: Class 2 contains 28980 members 
Entering Unmasked Estep 
Score: -5017493.500000 Penalty: 5490.577148
	Iteration 11F: 3 clusters Score -5017494 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35892 members 
Mstep: Class 2 contains 28305 members 
Entering Unmasked Estep 
Score: -5019146.000000 Penalty: 5490.577148
	Iteration 12Q: 3 clusters Score -5019146 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36560 members 
Mstep: Class 2 contains 27637 members 
Entering Unmasked Estep 
Score: -5020274.000000 Penalty: 5490.577148
	Iteration 13Q: 3 clusters Score -5020274 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37160 members 
Mstep: Class 2 contains 27037 members 
Entering Unmasked Estep 
Score: -5020989.000000 Penalty: 5490.577148
	Iteration 14Q: 3 clusters Score -5020989 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37814 members 
Mstep: Class 2 contains 26383 members 
Entering Unmasked Estep 
Score: -5021419.500000 Penalty: 5490.577148
	Iteration 15Q: 3 clusters Score -5021420 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38464 members 
Mstep: Class 2 contains 25733 members 
Entering Unmasked Estep 
Score: -5021738.000000 Penalty: 5490.577148
	Iteration 16Q: 3 clusters Score -5021738 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39165 members 
Mstep: Class 2 contains 25032 members 
Entering Unmasked Estep 
Score: -5021980.500000 Penalty: 5490.577148
	Iteration 17Q: 3 clusters Score -5021980 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39869 members 
Mstep: Class 2 contains 24328 members 
Entering Unmasked Estep 
Score: -5022251.500000 Penalty: 5490.577148
	Iteration 18Q: 3 clusters Score -5022252 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40615 members 
Mstep: Class 2 contains 23582 members 
Entering Unmasked Estep 
Score: -5022455.500000 Penalty: 5490.577148
	Iteration 19Q: 3 clusters Score -5022456 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41342 members 
Mstep: Class 2 contains 22855 members 
Entering Unmasked Estep 
Score: -5022699.500000 Penalty: 5490.577148
	Iteration 20F: 3 clusters Score -5022700 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42110 members 
Mstep: Class 2 contains 22087 members 
Entering Unmasked Estep 
Score: -5022937.500000 Penalty: 5490.577148
	Iteration 21Q: 3 clusters Score -5022938 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42911 members 
Mstep: Class 2 contains 21286 members 
Entering Unmasked Estep 
Score: -5023218.500000 Penalty: 5490.577148
	Iteration 22Q: 3 clusters Score -5023218 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43784 members 
Mstep: Class 2 contains 20413 members 
Entering Unmasked Estep 
Score: -5023499.500000 Penalty: 5490.577148
	Iteration 23Q: 3 clusters Score -5023500 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44682 members 
Mstep: Class 2 contains 19515 members 
Entering Unmasked Estep 
Score: -5023814.000000 Penalty: 5490.577148
	Iteration 24Q: 3 clusters Score -5023814 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45593 members 
Mstep: Class 2 contains 18604 members 
Entering Unmasked Estep 
Score: -5024170.500000 Penalty: 5490.577148
	Iteration 25Q: 3 clusters Score -5024170 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46518 members 
Mstep: Class 2 contains 17679 members 
Entering Unmasked Estep 
Score: -5024500.000000 Penalty: 5490.577148
	Iteration 26Q: 3 clusters Score -5024500 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47487 members 
Mstep: Class 2 contains 16710 members 
Entering Unmasked Estep 
Score: -5024838.000000 Penalty: 5490.577148
	Iteration 27Q: 3 clusters Score -5024838 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48474 members 
Mstep: Class 2 contains 15723 members 
Entering Unmasked Estep 
Score: -5025185.500000 Penalty: 5490.577148
	Iteration 28Q: 3 clusters Score -5025186 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49485 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -5025588.500000 Penalty: 5490.577148
	Iteration 29Q: 3 clusters Score -5025588 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50514 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -5025989.000000 Penalty: 5490.577148
	Iteration 30Q: 3 clusters Score -5025989 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51531 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -5026395.000000 Penalty: 5490.577148
	Iteration 31Q: 3 clusters Score -5026395 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52509 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -5026753.500000 Penalty: 5490.577148
	Iteration 32Q: 3 clusters Score -5026754 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53448 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -5027104.000000 Penalty: 5490.577148
	Iteration 33Q: 3 clusters Score -5027104 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54368 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -5027497.500000 Penalty: 5490.577148
	Iteration 34Q: 3 clusters Score -5027498 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55260 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -5027863.000000 Penalty: 5490.577148
	Iteration 35Q: 3 clusters Score -5027863 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56109 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -5028233.000000 Penalty: 5490.577148
	Iteration 36Q: 3 clusters Score -5028233 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56905 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -5028577.500000 Penalty: 5490.577148
	Iteration 37Q: 3 clusters Score -5028578 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57690 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -5028896.500000 Penalty: 5490.577148
	Iteration 38Q: 3 clusters Score -5028896 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58358 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -5029139.500000 Penalty: 5490.577148
	Iteration 39Q: 3 clusters Score -5029140 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58967 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -5029394.500000 Penalty: 5490.577148
	Iteration 40F: 3 clusters Score -5029394 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59515 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -5029607.500000 Penalty: 5490.577148
	Iteration 41Q: 3 clusters Score -5029608 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59974 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -5029785.500000 Penalty: 5490.577148
	Iteration 42Q: 3 clusters Score -5029786 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60379 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -5029925.500000 Penalty: 5490.577148
	Iteration 43Q: 3 clusters Score -5029926 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60740 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -5030080.000000 Penalty: 5490.577148
	Iteration 44Q: 3 clusters Score -5030080 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61077 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -5030236.000000 Penalty: 5490.577148
	Iteration 45Q: 3 clusters Score -5030236 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61334 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -5030313.500000 Penalty: 5490.577148
	Iteration 46Q: 3 clusters Score -5030314 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61558 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -5030387.500000 Penalty: 5490.577148
	Iteration 47Q: 3 clusters Score -5030388 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61754 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -5030440.000000 Penalty: 5490.577148
	Iteration 48Q: 3 clusters Score -5030440 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61908 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -5030519.500000 Penalty: 5490.577148
	Iteration 49Q: 3 clusters Score -5030520 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62032 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -5030574.000000 Penalty: 5490.577148
	Iteration 50Q: 3 clusters Score -5030574 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62130 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -5030620.500000 Penalty: 5490.577148
	Iteration 51Q: 3 clusters Score -5030620 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62225 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -5030655.500000 Penalty: 5490.577148
	Iteration 52Q: 3 clusters Score -5030656 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62303 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -5030692.000000 Penalty: 5490.577148
	Iteration 53Q: 3 clusters Score -5030692 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62388 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -5030716.500000 Penalty: 5490.577148
	Iteration 54Q: 3 clusters Score -5030716 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62441 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -5030743.000000 Penalty: 5490.577148
	Iteration 55Q: 3 clusters Score -5030743 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62490 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -5030758.500000 Penalty: 5490.577148
	Iteration 56Q: 3 clusters Score -5030758 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62538 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -5030780.000000 Penalty: 5490.577148
	Iteration 57Q: 3 clusters Score -5030780 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62587 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -5030789.000000 Penalty: 5490.577148
	Iteration 58Q: 3 clusters Score -5030789 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62618 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -5030800.000000 Penalty: 5490.577148
	Iteration 59Q: 3 clusters Score -5030800 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62651 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -5030811.500000 Penalty: 5490.577148
	Iteration 60F: 3 clusters Score -5030812 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62683 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -5030819.000000 Penalty: 5490.577148
	Iteration 61Q: 3 clusters Score -5030819 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62707 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -5030830.000000 Penalty: 5490.577148
	Iteration 62Q: 3 clusters Score -5030830 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62724 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -5030836.500000 Penalty: 5490.577148
	Iteration 63Q: 3 clusters Score -5030836 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62737 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -5030832.500000 Penalty: 5490.577148
	Iteration 64Q: 3 clusters Score -5030832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62747 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -5030832.500000 Penalty: 5490.577148
	Iteration 65Q: 3 clusters Score -5030832 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62756 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -5030834.500000 Penalty: 5490.577148
	Iteration 66Q: 3 clusters Score -5030834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62764 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -5030833.500000 Penalty: 5490.577148
	Iteration 67Q: 3 clusters Score -5030834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62770 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -5030840.000000 Penalty: 5490.577148
	Iteration 68Q: 3 clusters Score -5030840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62778 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -5030847.500000 Penalty: 5490.577148
	Iteration 69Q: 3 clusters Score -5030848 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62789 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -5030861.500000 Penalty: 5490.577148
	Iteration 70Q: 3 clusters Score -5030862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62798 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -5030857.500000 Penalty: 5490.577148
	Iteration 71Q: 3 clusters Score -5030858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62808 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -5030867.500000 Penalty: 5490.577148
	Iteration 72Q: 3 clusters Score -5030868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62813 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -5030863.000000 Penalty: 5490.577148
	Iteration 73Q: 3 clusters Score -5030863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62818 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -5030863.000000 Penalty: 5490.577148
	Iteration 74Q: 3 clusters Score -5030863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62821 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -5030864.000000 Penalty: 5490.577148
	Iteration 75Q: 3 clusters Score -5030864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62823 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -5030865.500000 Penalty: 5490.577148
	Iteration 76Q: 3 clusters Score -5030866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62827 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -5030867.500000 Penalty: 5490.577148
	Iteration 77Q: 3 clusters Score -5030868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62830 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -5030867.500000 Penalty: 5490.577148
	Iteration 78Q: 3 clusters Score -5030868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62832 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -5030865.000000 Penalty: 5490.577148
	Iteration 79Q: 3 clusters Score -5030865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62836 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -5030860.500000 Penalty: 5490.577148
	Iteration 80F: 3 clusters Score -5030860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62837 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -5030864.000000 Penalty: 5490.577148
	Iteration 81Q: 3 clusters Score -5030864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62840 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -5030868.500000 Penalty: 5490.577148
	Iteration 82Q: 3 clusters Score -5030868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62842 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -5030870.000000 Penalty: 5490.577148
	Iteration 83Q: 3 clusters Score -5030870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62844 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -5030873.000000 Penalty: 5490.577148
	Iteration 84Q: 3 clusters Score -5030873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62846 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -5030877.500000 Penalty: 5490.577148
	Iteration 85Q: 3 clusters Score -5030878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62848 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -5030870.000000 Penalty: 5490.577148
	Iteration 86Q: 3 clusters Score -5030870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62851 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -5030875.000000 Penalty: 5490.577148
	Iteration 87Q: 3 clusters Score -5030875 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62856 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -5030872.000000 Penalty: 5490.577148
	Iteration 88Q: 3 clusters Score -5030872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62858 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -5030879.500000 Penalty: 5490.577148
	Iteration 89Q: 3 clusters Score -5030880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62860 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -5030879.000000 Penalty: 5490.577148
	Iteration 90Q: 3 clusters Score -5030879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62863 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -5030883.500000 Penalty: 5490.577148
	Iteration 91Q: 3 clusters Score -5030884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62863 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -5030883.500000 Penalty: 5490.577148
	Iteration 92F: 3 clusters Score -5030884 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Entering Unmasked Estep 
Score: -150156.250000 Penalty: 1930.961914
	Iteration 0F: 2 clusters Score -150156.2 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 1207 members 
Entering Unmasked Estep 
Score: -147245.156250 Penalty: 3861.923828
	Iteration 0F: 3 clusters Score -147245.2 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -148020.046875 Penalty: 3861.923828
	Iteration 1F: 3 clusters Score -148020 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -148324.328125 Penalty: 3861.923828
	Iteration 2F: 3 clusters Score -148324.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -148525.250000 Penalty: 3861.923828
	Iteration 3F: 3 clusters Score -148525.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -148685.828125 Penalty: 3861.923828
	Iteration 4F: 3 clusters Score -148685.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -148820.843750 Penalty: 3861.923828
	Iteration 5Q: 3 clusters Score -148820.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -148934.468750 Penalty: 3861.923828
	Iteration 6Q: 3 clusters Score -148934.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -149022.125000 Penalty: 3861.923828
	Iteration 7Q: 3 clusters Score -149022.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -149098.078125 Penalty: 3861.923828
	Iteration 8Q: 3 clusters Score -149098.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -149162.796875 Penalty: 3861.923828
	Iteration 9Q: 3 clusters Score -149162.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -149207.390625 Penalty: 3861.923828
	Iteration 10Q: 3 clusters Score -149207.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -149231.734375 Penalty: 3861.923828
	Iteration 11Q: 3 clusters Score -149231.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -149252.562500 Penalty: 3861.923828
	Iteration 12Q: 3 clusters Score -149252.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -149275.953125 Penalty: 3861.923828
	Iteration 13Q: 3 clusters Score -149276 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -149314.546875 Penalty: 3861.923828
	Iteration 14Q: 3 clusters Score -149314.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -149341.671875 Penalty: 3861.923828
	Iteration 15Q: 3 clusters Score -149341.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -149368.953125 Penalty: 3861.923828
	Iteration 16Q: 3 clusters Score -149369 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -149386.843750 Penalty: 3861.923828
	Iteration 17Q: 3 clusters Score -149386.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -149403.656250 Penalty: 3861.923828
	Iteration 18Q: 3 clusters Score -149403.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -149427.703125 Penalty: 3861.923828
	Iteration 19Q: 3 clusters Score -149427.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -149457.703125 Penalty: 3861.923828
	Iteration 20F: 3 clusters Score -149457.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -149490.984375 Penalty: 3861.923828
	Iteration 21Q: 3 clusters Score -149491 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -149511.375000 Penalty: 3861.923828
	Iteration 22Q: 3 clusters Score -149511.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -149534.734375 Penalty: 3861.923828
	Iteration 23Q: 3 clusters Score -149534.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -149556.546875 Penalty: 3861.923828
	Iteration 24Q: 3 clusters Score -149556.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -149570.531250 Penalty: 3861.923828
	Iteration 25Q: 3 clusters Score -149570.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -149578.421875 Penalty: 3861.923828
	Iteration 26Q: 3 clusters Score -149578.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -149584.921875 Penalty: 3861.923828
	Iteration 27Q: 3 clusters Score -149584.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -149592.687500 Penalty: 3861.923828
	Iteration 28Q: 3 clusters Score -149592.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -149598.093750 Penalty: 3861.923828
	Iteration 29Q: 3 clusters Score -149598.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -149602.093750 Penalty: 3861.923828
	Iteration 30Q: 3 clusters Score -149602.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -149604.703125 Penalty: 3861.923828
	Iteration 31Q: 3 clusters Score -149604.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -149609.125000 Penalty: 3861.923828
	Iteration 32Q: 3 clusters Score -149609.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -149613.421875 Penalty: 3861.923828
	Iteration 33Q: 3 clusters Score -149613.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -149614.953125 Penalty: 3861.923828
	Iteration 34Q: 3 clusters Score -149615 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -149614.953125 Penalty: 3861.923828
	Iteration 35F: 3 clusters Score -149615 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (23321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23321 members 
Entering Unmasked Estep 
Score: -1842012.375000 Penalty: 2494.163330
	Iteration 0F: 2 clusters Score -1842012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -1825854.625000 Penalty: 4988.326660
	Iteration 0F: 3 clusters Score -1825855 nChanged 10322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -1831483.375000 Penalty: 4988.326660
	Iteration 1F: 3 clusters Score -1831483 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -1831988.875000 Penalty: 4988.326660
	Iteration 2F: 3 clusters Score -1831989 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -1832464.750000 Penalty: 4988.326660
	Iteration 3Q: 3 clusters Score -1832465 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -1832967.125000 Penalty: 4988.326660
	Iteration 4Q: 3 clusters Score -1832967 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -1833549.750000 Penalty: 4988.326660
	Iteration 5Q: 3 clusters Score -1833550 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -1834208.750000 Penalty: 4988.326660
	Iteration 6Q: 3 clusters Score -1834209 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15656 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -1834892.375000 Penalty: 4988.326660
	Iteration 7Q: 3 clusters Score -1834892 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1835609.125000 Penalty: 4988.326660
	Iteration 8Q: 3 clusters Score -1835609 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1836297.500000 Penalty: 4988.326660
	Iteration 9Q: 3 clusters Score -1836298 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18505 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1836938.875000 Penalty: 4988.326660
	Iteration 10Q: 3 clusters Score -1836939 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19343 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -1837564.250000 Penalty: 4988.326660
	Iteration 11Q: 3 clusters Score -1837564 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20119 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1838116.875000 Penalty: 4988.326660
	Iteration 12Q: 3 clusters Score -1838117 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20738 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1838556.000000 Penalty: 4988.326660
	Iteration 13Q: 3 clusters Score -1838556 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21226 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1838891.375000 Penalty: 4988.326660
	Iteration 14Q: 3 clusters Score -1838891 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21603 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1839139.875000 Penalty: 4988.326660
	Iteration 15Q: 3 clusters Score -1839140 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21891 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1839345.250000 Penalty: 4988.326660
	Iteration 16Q: 3 clusters Score -1839345 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22117 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1839481.125000 Penalty: 4988.326660
	Iteration 17Q: 3 clusters Score -1839481 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22284 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1839607.000000 Penalty: 4988.326660
	Iteration 18Q: 3 clusters Score -1839607 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22406 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1839689.500000 Penalty: 4988.326660
	Iteration 19Q: 3 clusters Score -1839690 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22500 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1839751.625000 Penalty: 4988.326660
	Iteration 20F: 3 clusters Score -1839752 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22572 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1839806.875000 Penalty: 4988.326660
	Iteration 21Q: 3 clusters Score -1839807 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22610 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1839836.625000 Penalty: 4988.326660
	Iteration 22Q: 3 clusters Score -1839837 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22647 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1839873.125000 Penalty: 4988.326660
	Iteration 23Q: 3 clusters Score -1839873 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22684 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1839897.125000 Penalty: 4988.326660
	Iteration 24Q: 3 clusters Score -1839897 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22710 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1839917.625000 Penalty: 4988.326660
	Iteration 25Q: 3 clusters Score -1839918 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22728 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1839938.250000 Penalty: 4988.326660
	Iteration 26Q: 3 clusters Score -1839938 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22751 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1839949.375000 Penalty: 4988.326660
	Iteration 27Q: 3 clusters Score -1839949 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22766 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1839962.500000 Penalty: 4988.326660
	Iteration 28Q: 3 clusters Score -1839962 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22779 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1839976.750000 Penalty: 4988.326660
	Iteration 29Q: 3 clusters Score -1839977 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22791 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1839986.750000 Penalty: 4988.326660
	Iteration 30Q: 3 clusters Score -1839987 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22801 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1840000.625000 Penalty: 4988.326660
	Iteration 31Q: 3 clusters Score -1840001 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22803 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1840012.375000 Penalty: 4988.326660
	Iteration 32Q: 3 clusters Score -1840012 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22808 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1840018.625000 Penalty: 4988.326660
	Iteration 33Q: 3 clusters Score -1840019 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22812 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1840021.750000 Penalty: 4988.326660
	Iteration 34Q: 3 clusters Score -1840022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22812 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1840024.875000 Penalty: 4988.326660
	Iteration 35Q: 3 clusters Score -1840025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22814 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1840028.000000 Penalty: 4988.326660
	Iteration 36Q: 3 clusters Score -1840028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22817 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1840030.250000 Penalty: 4988.326660
	Iteration 37Q: 3 clusters Score -1840030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22818 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1840029.125000 Penalty: 4988.326660
	Iteration 38Q: 3 clusters Score -1840029 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22818 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1840029.125000 Penalty: 4988.326660
	Iteration 39F: 3 clusters Score -1840029 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Entering Unmasked Estep 
Score: -334301.656250 Penalty: 2076.010742
	Iteration 0F: 2 clusters Score -334301.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -330215.281250 Penalty: 4152.021484
	Iteration 0F: 3 clusters Score -330215.3 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -331151.031250 Penalty: 4152.021484
	Iteration 1F: 3 clusters Score -331151 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -331320.812500 Penalty: 4152.021484
	Iteration 2F: 3 clusters Score -331320.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -331434.468750 Penalty: 4152.021484
	Iteration 3Q: 3 clusters Score -331434.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -331525.906250 Penalty: 4152.021484
	Iteration 4Q: 3 clusters Score -331525.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -331599.531250 Penalty: 4152.021484
	Iteration 5Q: 3 clusters Score -331599.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -331658.937500 Penalty: 4152.021484
	Iteration 6Q: 3 clusters Score -331658.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -331704.062500 Penalty: 4152.021484
	Iteration 7Q: 3 clusters Score -331704.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -331739.843750 Penalty: 4152.021484
	Iteration 8Q: 3 clusters Score -331739.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -331772.375000 Penalty: 4152.021484
	Iteration 9Q: 3 clusters Score -331772.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -331802.656250 Penalty: 4152.021484
	Iteration 10Q: 3 clusters Score -331802.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -331832.656250 Penalty: 4152.021484
	Iteration 11Q: 3 clusters Score -331832.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -331859.031250 Penalty: 4152.021484
	Iteration 12Q: 3 clusters Score -331859 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -331888.031250 Penalty: 4152.021484
	Iteration 13Q: 3 clusters Score -331888 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -331912.937500 Penalty: 4152.021484
	Iteration 14Q: 3 clusters Score -331912.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -331933.656250 Penalty: 4152.021484
	Iteration 15Q: 3 clusters Score -331933.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -331951.968750 Penalty: 4152.021484
	Iteration 16Q: 3 clusters Score -331952 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -331966.375000 Penalty: 4152.021484
	Iteration 17Q: 3 clusters Score -331966.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -331978.375000 Penalty: 4152.021484
	Iteration 18Q: 3 clusters Score -331978.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -331991.031250 Penalty: 4152.021484
	Iteration 19Q: 3 clusters Score -331991 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -332003.906250 Penalty: 4152.021484
	Iteration 20F: 3 clusters Score -332003.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -332016.656250 Penalty: 4152.021484
	Iteration 21Q: 3 clusters Score -332016.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -332027.750000 Penalty: 4152.021484
	Iteration 22Q: 3 clusters Score -332027.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -332038.062500 Penalty: 4152.021484
	Iteration 23Q: 3 clusters Score -332038.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -332049.750000 Penalty: 4152.021484
	Iteration 24Q: 3 clusters Score -332049.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -332064.281250 Penalty: 4152.021484
	Iteration 25Q: 3 clusters Score -332064.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -332082.468750 Penalty: 4152.021484
	Iteration 26Q: 3 clusters Score -332082.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -332107.500000 Penalty: 4152.021484
	Iteration 27Q: 3 clusters Score -332107.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -332130.843750 Penalty: 4152.021484
	Iteration 28Q: 3 clusters Score -332130.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -332157.906250 Penalty: 4152.021484
	Iteration 29Q: 3 clusters Score -332157.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -332184.687500 Penalty: 4152.021484
	Iteration 30Q: 3 clusters Score -332184.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -332206.375000 Penalty: 4152.021484
	Iteration 31Q: 3 clusters Score -332206.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -332230.312500 Penalty: 4152.021484
	Iteration 32Q: 3 clusters Score -332230.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -332254.093750 Penalty: 4152.021484
	Iteration 33Q: 3 clusters Score -332254.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -332273.593750 Penalty: 4152.021484
	Iteration 34Q: 3 clusters Score -332273.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -332293.375000 Penalty: 4152.021484
	Iteration 35Q: 3 clusters Score -332293.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -332312.250000 Penalty: 4152.021484
	Iteration 36Q: 3 clusters Score -332312.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -332334.500000 Penalty: 4152.021484
	Iteration 37Q: 3 clusters Score -332334.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -332353.437500 Penalty: 4152.021484
	Iteration 38Q: 3 clusters Score -332353.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -332371.906250 Penalty: 4152.021484
	Iteration 39Q: 3 clusters Score -332371.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -332386.406250 Penalty: 4152.021484
	Iteration 40F: 3 clusters Score -332386.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -332396.343750 Penalty: 4152.021484
	Iteration 41Q: 3 clusters Score -332396.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -332404.312500 Penalty: 4152.021484
	Iteration 42Q: 3 clusters Score -332404.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -332415.343750 Penalty: 4152.021484
	Iteration 43Q: 3 clusters Score -332415.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -332427.687500 Penalty: 4152.021484
	Iteration 44Q: 3 clusters Score -332427.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -332442.750000 Penalty: 4152.021484
	Iteration 45Q: 3 clusters Score -332442.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -332454.750000 Penalty: 4152.021484
	Iteration 46Q: 3 clusters Score -332454.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -332463.218750 Penalty: 4152.021484
	Iteration 47Q: 3 clusters Score -332463.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -332471.718750 Penalty: 4152.021484
	Iteration 48Q: 3 clusters Score -332471.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -332474.468750 Penalty: 4152.021484
	Iteration 49Q: 3 clusters Score -332474.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -332481.406250 Penalty: 4152.021484
	Iteration 50Q: 3 clusters Score -332481.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -332486.000000 Penalty: 4152.021484
	Iteration 51Q: 3 clusters Score -332486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -332488.468750 Penalty: 4152.021484
	Iteration 52Q: 3 clusters Score -332488.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -332491.406250 Penalty: 4152.021484
	Iteration 53Q: 3 clusters Score -332491.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -332494.218750 Penalty: 4152.021484
	Iteration 54Q: 3 clusters Score -332494.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -332499.812500 Penalty: 4152.021484
	Iteration 55Q: 3 clusters Score -332499.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -332503.750000 Penalty: 4152.021484
	Iteration 56Q: 3 clusters Score -332503.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -332509.375000 Penalty: 4152.021484
	Iteration 57Q: 3 clusters Score -332509.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -332513.875000 Penalty: 4152.021484
	Iteration 58Q: 3 clusters Score -332513.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -332520.031250 Penalty: 4152.021484
	Iteration 59Q: 3 clusters Score -332520 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -332531.125000 Penalty: 4152.021484
	Iteration 60F: 3 clusters Score -332531.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -332543.093750 Penalty: 4152.021484
	Iteration 61Q: 3 clusters Score -332543.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -332549.187500 Penalty: 4152.021484
	Iteration 62Q: 3 clusters Score -332549.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -332554.312500 Penalty: 4152.021484
	Iteration 63Q: 3 clusters Score -332554.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -332556.875000 Penalty: 4152.021484
	Iteration 64Q: 3 clusters Score -332556.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -332560.531250 Penalty: 4152.021484
	Iteration 65Q: 3 clusters Score -332560.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -332562.468750 Penalty: 4152.021484
	Iteration 66Q: 3 clusters Score -332562.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -332565.593750 Penalty: 4152.021484
	Iteration 67Q: 3 clusters Score -332565.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -332567.843750 Penalty: 4152.021484
	Iteration 68Q: 3 clusters Score -332567.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -332568.281250 Penalty: 4152.021484
	Iteration 69Q: 3 clusters Score -332568.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -332568.281250 Penalty: 4152.021484
	Iteration 70F: 3 clusters Score -332568.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15848 members 
Entering Unmasked Estep 
Score: -1306134.750000 Penalty: 2398.357910
	Iteration 0F: 2 clusters Score -1306135 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -1294795.500000 Penalty: 4796.715820
	Iteration 0F: 3 clusters Score -1294796 nChanged 6809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -1298421.375000 Penalty: 4796.715820
	Iteration 1F: 3 clusters Score -1298421 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1298788.250000 Penalty: 4796.715820
	Iteration 2F: 3 clusters Score -1298788 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1299075.625000 Penalty: 4796.715820
	Iteration 3Q: 3 clusters Score -1299076 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1299339.750000 Penalty: 4796.715820
	Iteration 4Q: 3 clusters Score -1299340 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1299570.625000 Penalty: 4796.715820
	Iteration 5Q: 3 clusters Score -1299571 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1299848.750000 Penalty: 4796.715820
	Iteration 6Q: 3 clusters Score -1299849 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1300153.500000 Penalty: 4796.715820
	Iteration 7Q: 3 clusters Score -1300154 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1300524.375000 Penalty: 4796.715820
	Iteration 8Q: 3 clusters Score -1300524 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1300996.625000 Penalty: 4796.715820
	Iteration 9Q: 3 clusters Score -1300997 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1301561.125000 Penalty: 4796.715820
	Iteration 10F: 3 clusters Score -1301561 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1302139.125000 Penalty: 4796.715820
	Iteration 11Q: 3 clusters Score -1302139 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1302705.250000 Penalty: 4796.715820
	Iteration 12Q: 3 clusters Score -1302705 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1303167.750000 Penalty: 4796.715820
	Iteration 13Q: 3 clusters Score -1303168 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1303515.000000 Penalty: 4796.715820
	Iteration 14Q: 3 clusters Score -1303515 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1303685.250000 Penalty: 4796.715820
	Iteration 15Q: 3 clusters Score -1303685 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1303792.125000 Penalty: 4796.715820
	Iteration 16Q: 3 clusters Score -1303792 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1303865.750000 Penalty: 4796.715820
	Iteration 17Q: 3 clusters Score -1303866 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1303911.875000 Penalty: 4796.715820
	Iteration 18Q: 3 clusters Score -1303912 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15452 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1303945.750000 Penalty: 4796.715820
	Iteration 19Q: 3 clusters Score -1303946 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1303977.875000 Penalty: 4796.715820
	Iteration 20F: 3 clusters Score -1303978 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1304002.750000 Penalty: 4796.715820
	Iteration 21Q: 3 clusters Score -1304003 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1304021.875000 Penalty: 4796.715820
	Iteration 22Q: 3 clusters Score -1304022 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1304039.500000 Penalty: 4796.715820
	Iteration 23Q: 3 clusters Score -1304040 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1304051.250000 Penalty: 4796.715820
	Iteration 24Q: 3 clusters Score -1304051 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1304058.375000 Penalty: 4796.715820
	Iteration 25Q: 3 clusters Score -1304058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15542 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1304060.625000 Penalty: 4796.715820
	Iteration 26Q: 3 clusters Score -1304061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1304063.250000 Penalty: 4796.715820
	Iteration 27Q: 3 clusters Score -1304063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15546 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1304065.375000 Penalty: 4796.715820
	Iteration 28Q: 3 clusters Score -1304065 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15546 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1304065.375000 Penalty: 4796.715820
	Iteration 29F: 3 clusters Score -1304065 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (75934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75934 members 
Entering Unmasked Estep 
Score: -6129351.000000 Penalty: 2786.929688
	Iteration 0F: 2 clusters Score -6129351 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37976 members 
Mstep: Class 2 contains 37958 members 
Entering Unmasked Estep 
Score: -6078457.500000 Penalty: 5573.859375
	Iteration 0F: 3 clusters Score -6078458 nChanged 35667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37787 members 
Mstep: Class 2 contains 38147 members 
Entering Unmasked Estep 
Score: -6098774.000000 Penalty: 5573.859375
	Iteration 1F: 3 clusters Score -6098774 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37734 members 
Mstep: Class 2 contains 38200 members 
Entering Unmasked Estep 
Score: -6099488.500000 Penalty: 5573.859375
	Iteration 2Q: 3 clusters Score -6099488 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37686 members 
Mstep: Class 2 contains 38248 members 
Entering Unmasked Estep 
Score: -6100395.500000 Penalty: 5573.859375
	Iteration 3Q: 3 clusters Score -6100396 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37791 members 
Mstep: Class 2 contains 38143 members 
Entering Unmasked Estep 
Score: -6101522.000000 Penalty: 5573.859375
	Iteration 4Q: 3 clusters Score -6101522 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38107 members 
Mstep: Class 2 contains 37827 members 
Entering Unmasked Estep 
Score: -6103183.000000 Penalty: 5573.859375
	Iteration 5Q: 3 clusters Score -6103183 nChanged 3963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38758 members 
Mstep: Class 2 contains 37176 members 
Entering Unmasked Estep 
Score: -6105716.000000 Penalty: 5573.859375
	Iteration 6F: 3 clusters Score -6105716 nChanged 4690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39770 members 
Mstep: Class 2 contains 36164 members 
Entering Unmasked Estep 
Score: -6108912.500000 Penalty: 5573.859375
	Iteration 7F: 3 clusters Score -6108912 nChanged 5111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41121 members 
Mstep: Class 2 contains 34813 members 
Entering Unmasked Estep 
Score: -6112484.000000 Penalty: 5573.859375
	Iteration 8F: 3 clusters Score -6112484 nChanged 4897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42748 members 
Mstep: Class 2 contains 33186 members 
Entering Unmasked Estep 
Score: -6115819.000000 Penalty: 5573.859375
	Iteration 9F: 3 clusters Score -6115819 nChanged 4395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44443 members 
Mstep: Class 2 contains 31491 members 
Entering Unmasked Estep 
Score: -6118563.500000 Penalty: 5573.859375
	Iteration 10F: 3 clusters Score -6118564 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46004 members 
Mstep: Class 2 contains 29930 members 
Entering Unmasked Estep 
Score: -6120390.500000 Penalty: 5573.859375
	Iteration 11Q: 3 clusters Score -6120390 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47448 members 
Mstep: Class 2 contains 28486 members 
Entering Unmasked Estep 
Score: -6121447.500000 Penalty: 5573.859375
	Iteration 12Q: 3 clusters Score -6121448 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48808 members 
Mstep: Class 2 contains 27126 members 
Entering Unmasked Estep 
Score: -6122171.500000 Penalty: 5573.859375
	Iteration 13Q: 3 clusters Score -6122172 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50111 members 
Mstep: Class 2 contains 25823 members 
Entering Unmasked Estep 
Score: -6122758.500000 Penalty: 5573.859375
	Iteration 14Q: 3 clusters Score -6122758 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51400 members 
Mstep: Class 2 contains 24534 members 
Entering Unmasked Estep 
Score: -6123280.500000 Penalty: 5573.859375
	Iteration 15Q: 3 clusters Score -6123280 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52661 members 
Mstep: Class 2 contains 23273 members 
Entering Unmasked Estep 
Score: -6123816.500000 Penalty: 5573.859375
	Iteration 16Q: 3 clusters Score -6123816 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53873 members 
Mstep: Class 2 contains 22061 members 
Entering Unmasked Estep 
Score: -6124222.000000 Penalty: 5573.859375
	Iteration 17Q: 3 clusters Score -6124222 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54993 members 
Mstep: Class 2 contains 20941 members 
Entering Unmasked Estep 
Score: -6124600.000000 Penalty: 5573.859375
	Iteration 18Q: 3 clusters Score -6124600 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56011 members 
Mstep: Class 2 contains 19923 members 
Entering Unmasked Estep 
Score: -6124951.500000 Penalty: 5573.859375
	Iteration 19Q: 3 clusters Score -6124952 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56970 members 
Mstep: Class 2 contains 18964 members 
Entering Unmasked Estep 
Score: -6125192.500000 Penalty: 5573.859375
	Iteration 20F: 3 clusters Score -6125192 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57882 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
Score: -6125488.000000 Penalty: 5573.859375
	Iteration 21Q: 3 clusters Score -6125488 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58780 members 
Mstep: Class 2 contains 17154 members 
Entering Unmasked Estep 
Score: -6125728.000000 Penalty: 5573.859375
	Iteration 22Q: 3 clusters Score -6125728 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59638 members 
Mstep: Class 2 contains 16296 members 
Entering Unmasked Estep 
Score: -6125973.500000 Penalty: 5573.859375
	Iteration 23Q: 3 clusters Score -6125974 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60453 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -6126173.000000 Penalty: 5573.859375
	Iteration 24Q: 3 clusters Score -6126173 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61216 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -6126380.000000 Penalty: 5573.859375
	Iteration 25Q: 3 clusters Score -6126380 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61915 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -6126572.000000 Penalty: 5573.859375
	Iteration 26Q: 3 clusters Score -6126572 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62548 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -6126732.500000 Penalty: 5573.859375
	Iteration 27Q: 3 clusters Score -6126732 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63100 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -6126822.000000 Penalty: 5573.859375
	Iteration 28Q: 3 clusters Score -6126822 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63605 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -6126954.000000 Penalty: 5573.859375
	Iteration 29Q: 3 clusters Score -6126954 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64067 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -6127006.500000 Penalty: 5573.859375
	Iteration 30Q: 3 clusters Score -6127006 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64447 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -6127056.500000 Penalty: 5573.859375
	Iteration 31Q: 3 clusters Score -6127056 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64761 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -6127138.500000 Penalty: 5573.859375
	Iteration 32Q: 3 clusters Score -6127138 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65053 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -6127166.500000 Penalty: 5573.859375
	Iteration 33Q: 3 clusters Score -6127166 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65336 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -6127203.000000 Penalty: 5573.859375
	Iteration 34Q: 3 clusters Score -6127203 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65585 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -6127245.000000 Penalty: 5573.859375
	Iteration 35Q: 3 clusters Score -6127245 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65812 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -6127292.500000 Penalty: 5573.859375
	Iteration 36Q: 3 clusters Score -6127292 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66037 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -6127322.500000 Penalty: 5573.859375
	Iteration 37Q: 3 clusters Score -6127322 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66229 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -6127341.500000 Penalty: 5573.859375
	Iteration 38Q: 3 clusters Score -6127342 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66397 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -6127362.500000 Penalty: 5573.859375
	Iteration 39Q: 3 clusters Score -6127362 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66571 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -6127381.000000 Penalty: 5573.859375
	Iteration 40F: 3 clusters Score -6127381 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66763 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -6127393.500000 Penalty: 5573.859375
	Iteration 41Q: 3 clusters Score -6127394 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66953 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -6127422.500000 Penalty: 5573.859375
	Iteration 42Q: 3 clusters Score -6127422 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67135 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -6127425.500000 Penalty: 5573.859375
	Iteration 43Q: 3 clusters Score -6127426 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67298 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -6127479.000000 Penalty: 5573.859375
	Iteration 44Q: 3 clusters Score -6127479 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67462 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -6127480.500000 Penalty: 5573.859375
	Iteration 45Q: 3 clusters Score -6127480 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67602 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -6127503.500000 Penalty: 5573.859375
	Iteration 46Q: 3 clusters Score -6127504 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67733 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -6127501.000000 Penalty: 5573.859375
	Iteration 47Q: 3 clusters Score -6127501 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67850 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -6127534.000000 Penalty: 5573.859375
	Iteration 48Q: 3 clusters Score -6127534 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67959 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -6127547.000000 Penalty: 5573.859375
	Iteration 49Q: 3 clusters Score -6127547 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68061 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -6127566.000000 Penalty: 5573.859375
	Iteration 50Q: 3 clusters Score -6127566 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68164 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -6127578.500000 Penalty: 5573.859375
	Iteration 51Q: 3 clusters Score -6127578 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68257 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -6127585.500000 Penalty: 5573.859375
	Iteration 52Q: 3 clusters Score -6127586 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68335 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -6127603.500000 Penalty: 5573.859375
	Iteration 53Q: 3 clusters Score -6127604 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68414 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -6127603.500000 Penalty: 5573.859375
	Iteration 54Q: 3 clusters Score -6127604 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68475 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -6127610.500000 Penalty: 5573.859375
	Iteration 55Q: 3 clusters Score -6127610 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68527 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -6127621.000000 Penalty: 5573.859375
	Iteration 56Q: 3 clusters Score -6127621 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68579 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -6127625.000000 Penalty: 5573.859375
	Iteration 57Q: 3 clusters Score -6127625 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68620 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -6127608.500000 Penalty: 5573.859375
	Iteration 58Q: 3 clusters Score -6127608 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68660 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -6127612.500000 Penalty: 5573.859375
	Iteration 59Q: 3 clusters Score -6127612 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68712 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -6127623.500000 Penalty: 5573.859375
	Iteration 60F: 3 clusters Score -6127624 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68763 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -6127614.500000 Penalty: 5573.859375
	Iteration 61Q: 3 clusters Score -6127614 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68814 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -6127616.500000 Penalty: 5573.859375
	Iteration 62Q: 3 clusters Score -6127616 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68866 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -6127624.000000 Penalty: 5573.859375
	Iteration 63Q: 3 clusters Score -6127624 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68904 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -6127622.000000 Penalty: 5573.859375
	Iteration 64Q: 3 clusters Score -6127622 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68939 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -6127626.500000 Penalty: 5573.859375
	Iteration 65Q: 3 clusters Score -6127626 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68970 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -6127638.000000 Penalty: 5573.859375
	Iteration 66Q: 3 clusters Score -6127638 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68999 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -6127632.500000 Penalty: 5573.859375
	Iteration 67Q: 3 clusters Score -6127632 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69030 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -6127632.500000 Penalty: 5573.859375
	Iteration 68Q: 3 clusters Score -6127632 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69062 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -6127632.000000 Penalty: 5573.859375
	Iteration 69Q: 3 clusters Score -6127632 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69084 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -6127621.000000 Penalty: 5573.859375
	Iteration 70Q: 3 clusters Score -6127621 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69109 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -6127618.500000 Penalty: 5573.859375
	Iteration 71Q: 3 clusters Score -6127618 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69140 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -6127621.000000 Penalty: 5573.859375
	Iteration 72Q: 3 clusters Score -6127621 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69158 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -6127628.000000 Penalty: 5573.859375
	Iteration 73Q: 3 clusters Score -6127628 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69171 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -6127632.000000 Penalty: 5573.859375
	Iteration 74Q: 3 clusters Score -6127632 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69192 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -6127624.500000 Penalty: 5573.859375
	Iteration 75Q: 3 clusters Score -6127624 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69210 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -6127634.000000 Penalty: 5573.859375
	Iteration 76Q: 3 clusters Score -6127634 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69229 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -6127637.500000 Penalty: 5573.859375
	Iteration 77Q: 3 clusters Score -6127638 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69242 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -6127640.000000 Penalty: 5573.859375
	Iteration 78Q: 3 clusters Score -6127640 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69254 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -6127620.000000 Penalty: 5573.859375
	Iteration 79Q: 3 clusters Score -6127620 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69266 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -6127616.500000 Penalty: 5573.859375
	Iteration 80F: 3 clusters Score -6127616 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69283 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -6127632.000000 Penalty: 5573.859375
	Iteration 81Q: 3 clusters Score -6127632 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69296 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -6127637.000000 Penalty: 5573.859375
	Iteration 82Q: 3 clusters Score -6127637 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69308 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -6127633.500000 Penalty: 5573.859375
	Iteration 83Q: 3 clusters Score -6127634 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69318 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -6127630.500000 Penalty: 5573.859375
	Iteration 84Q: 3 clusters Score -6127630 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69329 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -6127639.500000 Penalty: 5573.859375
	Iteration 85Q: 3 clusters Score -6127640 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69345 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -6127649.000000 Penalty: 5573.859375
	Iteration 86Q: 3 clusters Score -6127649 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69361 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -6127646.500000 Penalty: 5573.859375
	Iteration 87Q: 3 clusters Score -6127646 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69378 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -6127654.000000 Penalty: 5573.859375
	Iteration 88Q: 3 clusters Score -6127654 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69399 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -6127657.000000 Penalty: 5573.859375
	Iteration 89Q: 3 clusters Score -6127657 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69419 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -6127656.000000 Penalty: 5573.859375
	Iteration 90Q: 3 clusters Score -6127656 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69433 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -6127661.500000 Penalty: 5573.859375
	Iteration 91Q: 3 clusters Score -6127662 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69445 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -6127662.500000 Penalty: 5573.859375
	Iteration 92Q: 3 clusters Score -6127662 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69464 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -6127671.000000 Penalty: 5573.859375
	Iteration 93Q: 3 clusters Score -6127671 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69481 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -6127669.000000 Penalty: 5573.859375
	Iteration 94Q: 3 clusters Score -6127669 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69489 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -6127675.000000 Penalty: 5573.859375
	Iteration 95Q: 3 clusters Score -6127675 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69497 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -6127668.500000 Penalty: 5573.859375
	Iteration 96Q: 3 clusters Score -6127668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69506 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -6127675.000000 Penalty: 5573.859375
	Iteration 97Q: 3 clusters Score -6127675 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69514 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -6127674.500000 Penalty: 5573.859375
	Iteration 98Q: 3 clusters Score -6127674 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69525 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -6127676.500000 Penalty: 5573.859375
	Iteration 99Q: 3 clusters Score -6127676 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69543 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -6127675.000000 Penalty: 5573.859375
	Iteration 100F: 3 clusters Score -6127675 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69559 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -6127667.500000 Penalty: 5573.859375
	Iteration 101Q: 3 clusters Score -6127668 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69583 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -6127673.500000 Penalty: 5573.859375
	Iteration 102Q: 3 clusters Score -6127674 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69613 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -6127679.500000 Penalty: 5573.859375
	Iteration 103Q: 3 clusters Score -6127680 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69636 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -6127687.000000 Penalty: 5573.859375
	Iteration 104Q: 3 clusters Score -6127687 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69660 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -6127692.500000 Penalty: 5573.859375
	Iteration 105Q: 3 clusters Score -6127692 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69679 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -6127692.000000 Penalty: 5573.859375
	Iteration 106Q: 3 clusters Score -6127692 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69690 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -6127691.000000 Penalty: 5573.859375
	Iteration 107Q: 3 clusters Score -6127691 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69700 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -6127678.000000 Penalty: 5573.859375
	Iteration 108Q: 3 clusters Score -6127678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69706 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -6127679.500000 Penalty: 5573.859375
	Iteration 109Q: 3 clusters Score -6127680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69712 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -6127674.500000 Penalty: 5573.859375
	Iteration 110Q: 3 clusters Score -6127674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69716 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -6127675.500000 Penalty: 5573.859375
	Iteration 111Q: 3 clusters Score -6127676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69717 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -6127678.000000 Penalty: 5573.859375
	Iteration 112Q: 3 clusters Score -6127678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69718 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -6127676.500000 Penalty: 5573.859375
	Iteration 113Q: 3 clusters Score -6127676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69719 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -6127676.500000 Penalty: 5573.859375
	Iteration 114Q: 3 clusters Score -6127676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69720 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -6127674.500000 Penalty: 5573.859375
	Iteration 115Q: 3 clusters Score -6127674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69722 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -6127676.000000 Penalty: 5573.859375
	Iteration 116Q: 3 clusters Score -6127676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69729 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -6127672.500000 Penalty: 5573.859375
	Iteration 117Q: 3 clusters Score -6127672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69731 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -6127675.500000 Penalty: 5573.859375
	Iteration 118Q: 3 clusters Score -6127676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69734 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -6127671.500000 Penalty: 5573.859375
	Iteration 119Q: 3 clusters Score -6127672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69736 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -6127676.500000 Penalty: 5573.859375
	Iteration 120F: 3 clusters Score -6127676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69738 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -6127681.500000 Penalty: 5573.859375
	Iteration 121Q: 3 clusters Score -6127682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69742 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -6127684.500000 Penalty: 5573.859375
	Iteration 122Q: 3 clusters Score -6127684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69746 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -6127677.000000 Penalty: 5573.859375
	Iteration 123Q: 3 clusters Score -6127677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69751 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -6127678.500000 Penalty: 5573.859375
	Iteration 124Q: 3 clusters Score -6127678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69755 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -6127678.000000 Penalty: 5573.859375
	Iteration 125Q: 3 clusters Score -6127678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69762 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -6127684.500000 Penalty: 5573.859375
	Iteration 126Q: 3 clusters Score -6127684 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69773 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -6127685.500000 Penalty: 5573.859375
	Iteration 127Q: 3 clusters Score -6127686 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69782 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -6127687.000000 Penalty: 5573.859375
	Iteration 128Q: 3 clusters Score -6127687 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69789 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -6127681.500000 Penalty: 5573.859375
	Iteration 129Q: 3 clusters Score -6127682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69796 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -6127690.500000 Penalty: 5573.859375
	Iteration 130Q: 3 clusters Score -6127690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69801 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -6127684.500000 Penalty: 5573.859375
	Iteration 131Q: 3 clusters Score -6127684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69806 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -6127683.000000 Penalty: 5573.859375
	Iteration 132Q: 3 clusters Score -6127683 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69811 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -6127690.000000 Penalty: 5573.859375
	Iteration 133Q: 3 clusters Score -6127690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69815 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -6127680.000000 Penalty: 5573.859375
	Iteration 134Q: 3 clusters Score -6127680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69819 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -6127685.000000 Penalty: 5573.859375
	Iteration 135Q: 3 clusters Score -6127685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69819 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -6127683.000000 Penalty: 5573.859375
	Iteration 136Q: 3 clusters Score -6127683 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69819 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -6127683.000000 Penalty: 5573.859375
	Iteration 137F: 3 clusters Score -6127683 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Entering Unmasked Estep 
Score: -660219.937500 Penalty: 2250.225342
	Iteration 0F: 2 clusters Score -660219.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -653410.562500 Penalty: 4500.450684
	Iteration 0F: 3 clusters Score -653410.6 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -655433.812500 Penalty: 4500.450684
	Iteration 1F: 3 clusters Score -655433.8 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -655806.250000 Penalty: 4500.450684
	Iteration 2F: 3 clusters Score -655806.2 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -656218.625000 Penalty: 4500.450684
	Iteration 3F: 3 clusters Score -656218.6 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -656605.437500 Penalty: 4500.450684
	Iteration 4F: 3 clusters Score -656605.4 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -656880.250000 Penalty: 4500.450684
	Iteration 5F: 3 clusters Score -656880.2 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -657083.937500 Penalty: 4500.450684
	Iteration 6Q: 3 clusters Score -657083.9 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -657243.937500 Penalty: 4500.450684
	Iteration 7Q: 3 clusters Score -657243.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -657388.500000 Penalty: 4500.450684
	Iteration 8Q: 3 clusters Score -657388.5 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -657517.125000 Penalty: 4500.450684
	Iteration 9Q: 3 clusters Score -657517.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -657621.062500 Penalty: 4500.450684
	Iteration 10Q: 3 clusters Score -657621.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -657718.375000 Penalty: 4500.450684
	Iteration 11Q: 3 clusters Score -657718.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -657833.312500 Penalty: 4500.450684
	Iteration 12Q: 3 clusters Score -657833.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -657956.125000 Penalty: 4500.450684
	Iteration 13Q: 3 clusters Score -657956.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -658070.750000 Penalty: 4500.450684
	Iteration 14Q: 3 clusters Score -658070.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -658172.250000 Penalty: 4500.450684
	Iteration 15Q: 3 clusters Score -658172.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -658283.187500 Penalty: 4500.450684
	Iteration 16Q: 3 clusters Score -658283.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -658408.625000 Penalty: 4500.450684
	Iteration 17Q: 3 clusters Score -658408.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -658526.625000 Penalty: 4500.450684
	Iteration 18Q: 3 clusters Score -658526.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -658653.375000 Penalty: 4500.450684
	Iteration 19Q: 3 clusters Score -658653.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -658767.000000 Penalty: 4500.450684
	Iteration 20F: 3 clusters Score -658767 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -658864.625000 Penalty: 4500.450684
	Iteration 21Q: 3 clusters Score -658864.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -658930.375000 Penalty: 4500.450684
	Iteration 22Q: 3 clusters Score -658930.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -658981.750000 Penalty: 4500.450684
	Iteration 23Q: 3 clusters Score -658981.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -659018.000000 Penalty: 4500.450684
	Iteration 24Q: 3 clusters Score -659018 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -659057.000000 Penalty: 4500.450684
	Iteration 25Q: 3 clusters Score -659057 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -659089.625000 Penalty: 4500.450684
	Iteration 26Q: 3 clusters Score -659089.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -659113.562500 Penalty: 4500.450684
	Iteration 27Q: 3 clusters Score -659113.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -659127.875000 Penalty: 4500.450684
	Iteration 28Q: 3 clusters Score -659127.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -659148.312500 Penalty: 4500.450684
	Iteration 29Q: 3 clusters Score -659148.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -659158.500000 Penalty: 4500.450684
	Iteration 30Q: 3 clusters Score -659158.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -659165.937500 Penalty: 4500.450684
	Iteration 31Q: 3 clusters Score -659165.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -659172.062500 Penalty: 4500.450684
	Iteration 32Q: 3 clusters Score -659172.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -659175.562500 Penalty: 4500.450684
	Iteration 33Q: 3 clusters Score -659175.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -659182.062500 Penalty: 4500.450684
	Iteration 34Q: 3 clusters Score -659182.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -659184.812500 Penalty: 4500.450684
	Iteration 35Q: 3 clusters Score -659184.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -659186.312500 Penalty: 4500.450684
	Iteration 36Q: 3 clusters Score -659186.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -659187.375000 Penalty: 4500.450684
	Iteration 37Q: 3 clusters Score -659187.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -659188.500000 Penalty: 4500.450684
	Iteration 38Q: 3 clusters Score -659188.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -659189.687500 Penalty: 4500.450684
	Iteration 39Q: 3 clusters Score -659189.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -659190.187500 Penalty: 4500.450684
	Iteration 40F: 3 clusters Score -659190.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -659190.875000 Penalty: 4500.450684
	Iteration 41Q: 3 clusters Score -659190.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -659190.875000 Penalty: 4500.450684
	Iteration 42F: 3 clusters Score -659190.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (20968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20968 members 
Entering Unmasked Estep 
Score: -1734004.375000 Penalty: 2467.786865
	Iteration 0F: 2 clusters Score -1734004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -1719251.250000 Penalty: 4935.573730
	Iteration 0F: 3 clusters Score -1719251 nChanged 9233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -1724233.375000 Penalty: 4935.573730
	Iteration 1F: 3 clusters Score -1724233 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -1724637.375000 Penalty: 4935.573730
	Iteration 2F: 3 clusters Score -1724637 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -1724961.125000 Penalty: 4935.573730
	Iteration 3Q: 3 clusters Score -1724961 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -1725305.000000 Penalty: 4935.573730
	Iteration 4Q: 3 clusters Score -1725305 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -1725684.500000 Penalty: 4935.573730
	Iteration 5Q: 3 clusters Score -1725684 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1726131.000000 Penalty: 4935.573730
	Iteration 6Q: 3 clusters Score -1726131 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1726687.375000 Penalty: 4935.573730
	Iteration 7Q: 3 clusters Score -1726687 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1727448.000000 Penalty: 4935.573730
	Iteration 8F: 3 clusters Score -1727448 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1728356.500000 Penalty: 4935.573730
	Iteration 9F: 3 clusters Score -1728356 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17592 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1729379.250000 Penalty: 4935.573730
	Iteration 10F: 3 clusters Score -1729379 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18530 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1730261.000000 Penalty: 4935.573730
	Iteration 11Q: 3 clusters Score -1730261 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19159 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1730884.125000 Penalty: 4935.573730
	Iteration 12Q: 3 clusters Score -1730884 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19546 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1731246.375000 Penalty: 4935.573730
	Iteration 13Q: 3 clusters Score -1731246 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19749 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1731454.750000 Penalty: 4935.573730
	Iteration 14Q: 3 clusters Score -1731455 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19877 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1731590.125000 Penalty: 4935.573730
	Iteration 15Q: 3 clusters Score -1731590 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19962 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1731673.500000 Penalty: 4935.573730
	Iteration 16Q: 3 clusters Score -1731674 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20014 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1731728.625000 Penalty: 4935.573730
	Iteration 17Q: 3 clusters Score -1731729 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20052 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1731758.750000 Penalty: 4935.573730
	Iteration 18Q: 3 clusters Score -1731759 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20082 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1731786.625000 Penalty: 4935.573730
	Iteration 19Q: 3 clusters Score -1731787 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20099 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1731799.875000 Penalty: 4935.573730
	Iteration 20F: 3 clusters Score -1731800 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20110 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1731806.500000 Penalty: 4935.573730
	Iteration 21Q: 3 clusters Score -1731806 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20123 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1731815.250000 Penalty: 4935.573730
	Iteration 22Q: 3 clusters Score -1731815 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20132 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1731821.500000 Penalty: 4935.573730
	Iteration 23Q: 3 clusters Score -1731822 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20145 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1731830.625000 Penalty: 4935.573730
	Iteration 24Q: 3 clusters Score -1731831 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20157 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1731836.000000 Penalty: 4935.573730
	Iteration 25Q: 3 clusters Score -1731836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20164 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1731838.375000 Penalty: 4935.573730
	Iteration 26Q: 3 clusters Score -1731838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20168 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1731842.250000 Penalty: 4935.573730
	Iteration 27Q: 3 clusters Score -1731842 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20180 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1731849.875000 Penalty: 4935.573730
	Iteration 28Q: 3 clusters Score -1731850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20181 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1731851.375000 Penalty: 4935.573730
	Iteration 29Q: 3 clusters Score -1731851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20182 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1731850.125000 Penalty: 4935.573730
	Iteration 30Q: 3 clusters Score -1731850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20183 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1731853.000000 Penalty: 4935.573730
	Iteration 31Q: 3 clusters Score -1731853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20185 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1731855.125000 Penalty: 4935.573730
	Iteration 32Q: 3 clusters Score -1731855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20188 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1731856.125000 Penalty: 4935.573730
	Iteration 33Q: 3 clusters Score -1731856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20191 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1731861.875000 Penalty: 4935.573730
	Iteration 34Q: 3 clusters Score -1731862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20193 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1731861.250000 Penalty: 4935.573730
	Iteration 35Q: 3 clusters Score -1731861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20196 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1731863.125000 Penalty: 4935.573730
	Iteration 36Q: 3 clusters Score -1731863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20198 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1731861.125000 Penalty: 4935.573730
	Iteration 37Q: 3 clusters Score -1731861 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20200 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1731866.875000 Penalty: 4935.573730
	Iteration 38Q: 3 clusters Score -1731867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20204 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1731866.125000 Penalty: 4935.573730
	Iteration 39Q: 3 clusters Score -1731866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20207 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1731869.250000 Penalty: 4935.573730
	Iteration 40F: 3 clusters Score -1731869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20210 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1731869.000000 Penalty: 4935.573730
	Iteration 41Q: 3 clusters Score -1731869 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20215 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1731870.125000 Penalty: 4935.573730
	Iteration 42Q: 3 clusters Score -1731870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20218 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1731870.875000 Penalty: 4935.573730
	Iteration 43Q: 3 clusters Score -1731871 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20222 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1731875.250000 Penalty: 4935.573730
	Iteration 44Q: 3 clusters Score -1731875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20223 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1731876.375000 Penalty: 4935.573730
	Iteration 45Q: 3 clusters Score -1731876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20225 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1731876.125000 Penalty: 4935.573730
	Iteration 46Q: 3 clusters Score -1731876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20228 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1731878.750000 Penalty: 4935.573730
	Iteration 47Q: 3 clusters Score -1731879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20229 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1731878.250000 Penalty: 4935.573730
	Iteration 48Q: 3 clusters Score -1731878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20230 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1731878.000000 Penalty: 4935.573730
	Iteration 49Q: 3 clusters Score -1731878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20232 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1731879.500000 Penalty: 4935.573730
	Iteration 50Q: 3 clusters Score -1731880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20234 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1731878.250000 Penalty: 4935.573730
	Iteration 51Q: 3 clusters Score -1731878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20238 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1731876.375000 Penalty: 4935.573730
	Iteration 52Q: 3 clusters Score -1731876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20242 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1731875.875000 Penalty: 4935.573730
	Iteration 53Q: 3 clusters Score -1731876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20243 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1731876.500000 Penalty: 4935.573730
	Iteration 54Q: 3 clusters Score -1731876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20244 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1731877.000000 Penalty: 4935.573730
	Iteration 55Q: 3 clusters Score -1731877 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20245 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1731879.000000 Penalty: 4935.573730
	Iteration 56Q: 3 clusters Score -1731879 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20245 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1731879.000000 Penalty: 4935.573730
	Iteration 57F: 3 clusters Score -1731879 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (23775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23775 members 
Entering Unmasked Estep 
Score: -1682521.625000 Penalty: 2498.944824
	Iteration 0F: 2 clusters Score -1682522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -1666033.375000 Penalty: 4997.889648
	Iteration 0F: 3 clusters Score -1666033 nChanged 10542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -1671954.500000 Penalty: 4997.889648
	Iteration 1F: 3 clusters Score -1671954 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -1672648.375000 Penalty: 4997.889648
	Iteration 2F: 3 clusters Score -1672648 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -1673322.750000 Penalty: 4997.889648
	Iteration 3F: 3 clusters Score -1673323 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -1674057.500000 Penalty: 4997.889648
	Iteration 4F: 3 clusters Score -1674058 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -1674834.625000 Penalty: 4997.889648
	Iteration 5F: 3 clusters Score -1674835 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 14773 members 
Entering Unmasked Estep 
Score: -1675537.375000 Penalty: 4997.889648
	Iteration 6F: 3 clusters Score -1675537 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -1676266.125000 Penalty: 4997.889648
	Iteration 7F: 3 clusters Score -1676266 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -1677001.375000 Penalty: 4997.889648
	Iteration 8F: 3 clusters Score -1677001 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 17111 members 
Entering Unmasked Estep 
Score: -1677714.000000 Penalty: 4997.889648
	Iteration 9Q: 3 clusters Score -1677714 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
Score: -1678373.375000 Penalty: 4997.889648
	Iteration 10Q: 3 clusters Score -1678373 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 18619 members 
Entering Unmasked Estep 
Score: -1678950.625000 Penalty: 4997.889648
	Iteration 11Q: 3 clusters Score -1678951 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 19235 members 
Entering Unmasked Estep 
Score: -1679459.000000 Penalty: 4997.889648
	Iteration 12Q: 3 clusters Score -1679459 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 19708 members 
Entering Unmasked Estep 
Score: -1679793.875000 Penalty: 4997.889648
	Iteration 13Q: 3 clusters Score -1679794 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 20119 members 
Entering Unmasked Estep 
Score: -1680101.000000 Penalty: 4997.889648
	Iteration 14Q: 3 clusters Score -1680101 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 20498 members 
Entering Unmasked Estep 
Score: -1680363.250000 Penalty: 4997.889648
	Iteration 15Q: 3 clusters Score -1680363 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 20761 members 
Entering Unmasked Estep 
Score: -1680527.375000 Penalty: 4997.889648
	Iteration 16Q: 3 clusters Score -1680527 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 20985 members 
Entering Unmasked Estep 
Score: -1680675.625000 Penalty: 4997.889648
	Iteration 17Q: 3 clusters Score -1680676 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 21146 members 
Entering Unmasked Estep 
Score: -1680774.250000 Penalty: 4997.889648
	Iteration 18Q: 3 clusters Score -1680774 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 21254 members 
Entering Unmasked Estep 
Score: -1680831.750000 Penalty: 4997.889648
	Iteration 19Q: 3 clusters Score -1680832 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 21345 members 
Entering Unmasked Estep 
Score: -1680870.125000 Penalty: 4997.889648
	Iteration 20F: 3 clusters Score -1680870 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 21422 members 
Entering Unmasked Estep 
Score: -1680903.500000 Penalty: 4997.889648
	Iteration 21Q: 3 clusters Score -1680904 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 21486 members 
Entering Unmasked Estep 
Score: -1680928.125000 Penalty: 4997.889648
	Iteration 22Q: 3 clusters Score -1680928 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 21540 members 
Entering Unmasked Estep 
Score: -1680942.625000 Penalty: 4997.889648
	Iteration 23Q: 3 clusters Score -1680943 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 21583 members 
Entering Unmasked Estep 
Score: -1680959.250000 Penalty: 4997.889648
	Iteration 24Q: 3 clusters Score -1680959 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 21625 members 
Entering Unmasked Estep 
Score: -1680970.000000 Penalty: 4997.889648
	Iteration 25Q: 3 clusters Score -1680970 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 21667 members 
Entering Unmasked Estep 
Score: -1680980.125000 Penalty: 4997.889648
	Iteration 26Q: 3 clusters Score -1680980 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 21703 members 
Entering Unmasked Estep 
Score: -1680992.750000 Penalty: 4997.889648
	Iteration 27Q: 3 clusters Score -1680993 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 21726 members 
Entering Unmasked Estep 
Score: -1680996.875000 Penalty: 4997.889648
	Iteration 28Q: 3 clusters Score -1680997 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 21745 members 
Entering Unmasked Estep 
Score: -1681003.500000 Penalty: 4997.889648
	Iteration 29Q: 3 clusters Score -1681004 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 21761 members 
Entering Unmasked Estep 
Score: -1681007.500000 Penalty: 4997.889648
	Iteration 30Q: 3 clusters Score -1681008 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 21775 members 
Entering Unmasked Estep 
Score: -1681010.875000 Penalty: 4997.889648
	Iteration 31Q: 3 clusters Score -1681011 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 21782 members 
Entering Unmasked Estep 
Score: -1681012.500000 Penalty: 4997.889648
	Iteration 32Q: 3 clusters Score -1681012 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 21788 members 
Entering Unmasked Estep 
Score: -1681015.125000 Penalty: 4997.889648
	Iteration 33Q: 3 clusters Score -1681015 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 21798 members 
Entering Unmasked Estep 
Score: -1681018.000000 Penalty: 4997.889648
	Iteration 34Q: 3 clusters Score -1681018 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 21812 members 
Entering Unmasked Estep 
Score: -1681018.500000 Penalty: 4997.889648
	Iteration 35Q: 3 clusters Score -1681018 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 21820 members 
Entering Unmasked Estep 
Score: -1681024.250000 Penalty: 4997.889648
	Iteration 36Q: 3 clusters Score -1681024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 21824 members 
Entering Unmasked Estep 
Score: -1681024.625000 Penalty: 4997.889648
	Iteration 37Q: 3 clusters Score -1681025 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 21830 members 
Entering Unmasked Estep 
Score: -1681025.750000 Penalty: 4997.889648
	Iteration 38Q: 3 clusters Score -1681026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 21838 members 
Entering Unmasked Estep 
Score: -1681029.125000 Penalty: 4997.889648
	Iteration 39Q: 3 clusters Score -1681029 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 21844 members 
Entering Unmasked Estep 
Score: -1681028.250000 Penalty: 4997.889648
	Iteration 40F: 3 clusters Score -1681028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 21851 members 
Entering Unmasked Estep 
Score: -1681032.750000 Penalty: 4997.889648
	Iteration 41Q: 3 clusters Score -1681033 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 21855 members 
Entering Unmasked Estep 
Score: -1681036.750000 Penalty: 4997.889648
	Iteration 42Q: 3 clusters Score -1681037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 21858 members 
Entering Unmasked Estep 
Score: -1681037.750000 Penalty: 4997.889648
	Iteration 43Q: 3 clusters Score -1681038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 21861 members 
Entering Unmasked Estep 
Score: -1681039.375000 Penalty: 4997.889648
	Iteration 44Q: 3 clusters Score -1681039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 21863 members 
Entering Unmasked Estep 
Score: -1681037.875000 Penalty: 4997.889648
	Iteration 45Q: 3 clusters Score -1681038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 21867 members 
Entering Unmasked Estep 
Score: -1681039.125000 Penalty: 4997.889648
	Iteration 46Q: 3 clusters Score -1681039 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 21871 members 
Entering Unmasked Estep 
Score: -1681041.125000 Penalty: 4997.889648
	Iteration 47Q: 3 clusters Score -1681041 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 21874 members 
Entering Unmasked Estep 
Score: -1681040.375000 Penalty: 4997.889648
	Iteration 48Q: 3 clusters Score -1681040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 21876 members 
Entering Unmasked Estep 
Score: -1681038.000000 Penalty: 4997.889648
	Iteration 49Q: 3 clusters Score -1681038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 21879 members 
Entering Unmasked Estep 
Score: -1681038.250000 Penalty: 4997.889648
	Iteration 50Q: 3 clusters Score -1681038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 21881 members 
Entering Unmasked Estep 
Score: -1681037.250000 Penalty: 4997.889648
	Iteration 51Q: 3 clusters Score -1681037 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 21887 members 
Entering Unmasked Estep 
Score: -1681044.000000 Penalty: 4997.889648
	Iteration 52Q: 3 clusters Score -1681044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 21892 members 
Entering Unmasked Estep 
Score: -1681039.375000 Penalty: 4997.889648
	Iteration 53Q: 3 clusters Score -1681039 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 21897 members 
Entering Unmasked Estep 
Score: -1681042.250000 Penalty: 4997.889648
	Iteration 54Q: 3 clusters Score -1681042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 21904 members 
Entering Unmasked Estep 
Score: -1681045.875000 Penalty: 4997.889648
	Iteration 55Q: 3 clusters Score -1681046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 21909 members 
Entering Unmasked Estep 
Score: -1681049.000000 Penalty: 4997.889648
	Iteration 56Q: 3 clusters Score -1681049 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 21915 members 
Entering Unmasked Estep 
Score: -1681047.875000 Penalty: 4997.889648
	Iteration 57Q: 3 clusters Score -1681048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 21917 members 
Entering Unmasked Estep 
Score: -1681049.250000 Penalty: 4997.889648
	Iteration 58Q: 3 clusters Score -1681049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 21919 members 
Entering Unmasked Estep 
Score: -1681046.500000 Penalty: 4997.889648
	Iteration 59Q: 3 clusters Score -1681046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 21920 members 
Entering Unmasked Estep 
Score: -1681050.500000 Penalty: 4997.889648
	Iteration 60F: 3 clusters Score -1681050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 21922 members 
Entering Unmasked Estep 
Score: -1681050.250000 Penalty: 4997.889648
	Iteration 61Q: 3 clusters Score -1681050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 21922 members 
Entering Unmasked Estep 
Score: -1681050.750000 Penalty: 4997.889648
	Iteration 62Q: 3 clusters Score -1681051 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 21922 members 
Entering Unmasked Estep 
Score: -1681050.750000 Penalty: 4997.889648
	Iteration 63F: 3 clusters Score -1681051 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Entering Unmasked Estep 
Score: -666579.187500 Penalty: 2242.044189
	Iteration 0F: 2 clusters Score -666579.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -659884.625000 Penalty: 4484.088379
	Iteration 0F: 3 clusters Score -659884.6 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -661671.875000 Penalty: 4484.088379
	Iteration 1F: 3 clusters Score -661671.9 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -661930.312500 Penalty: 4484.088379
	Iteration 2F: 3 clusters Score -661930.3 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -662096.687500 Penalty: 4484.088379
	Iteration 3Q: 3 clusters Score -662096.7 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -662225.875000 Penalty: 4484.088379
	Iteration 4Q: 3 clusters Score -662225.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -662348.875000 Penalty: 4484.088379
	Iteration 5Q: 3 clusters Score -662348.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -662474.375000 Penalty: 4484.088379
	Iteration 6Q: 3 clusters Score -662474.4 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -662611.937500 Penalty: 4484.088379
	Iteration 7Q: 3 clusters Score -662611.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -662766.687500 Penalty: 4484.088379
	Iteration 8Q: 3 clusters Score -662766.7 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -662958.250000 Penalty: 4484.088379
	Iteration 9Q: 3 clusters Score -662958.2 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -663180.062500 Penalty: 4484.088379
	Iteration 10Q: 3 clusters Score -663180.1 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -663443.625000 Penalty: 4484.088379
	Iteration 11Q: 3 clusters Score -663443.6 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -663696.562500 Penalty: 4484.088379
	Iteration 12Q: 3 clusters Score -663696.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -663947.500000 Penalty: 4484.088379
	Iteration 13Q: 3 clusters Score -663947.5 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -664156.062500 Penalty: 4484.088379
	Iteration 14Q: 3 clusters Score -664156.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -664304.812500 Penalty: 4484.088379
	Iteration 15Q: 3 clusters Score -664304.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -664429.500000 Penalty: 4484.088379
	Iteration 16Q: 3 clusters Score -664429.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -664516.750000 Penalty: 4484.088379
	Iteration 17Q: 3 clusters Score -664516.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -664575.562500 Penalty: 4484.088379
	Iteration 18Q: 3 clusters Score -664575.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -664605.562500 Penalty: 4484.088379
	Iteration 19Q: 3 clusters Score -664605.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -664635.062500 Penalty: 4484.088379
	Iteration 20F: 3 clusters Score -664635.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -664653.375000 Penalty: 4484.088379
	Iteration 21Q: 3 clusters Score -664653.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -664668.500000 Penalty: 4484.088379
	Iteration 22Q: 3 clusters Score -664668.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -664680.625000 Penalty: 4484.088379
	Iteration 23Q: 3 clusters Score -664680.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -664692.500000 Penalty: 4484.088379
	Iteration 24Q: 3 clusters Score -664692.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -664697.437500 Penalty: 4484.088379
	Iteration 25Q: 3 clusters Score -664697.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -664699.500000 Penalty: 4484.088379
	Iteration 26Q: 3 clusters Score -664699.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -664703.000000 Penalty: 4484.088379
	Iteration 27Q: 3 clusters Score -664703 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -664709.000000 Penalty: 4484.088379
	Iteration 28Q: 3 clusters Score -664709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -664708.125000 Penalty: 4484.088379
	Iteration 29Q: 3 clusters Score -664708.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -664711.625000 Penalty: 4484.088379
	Iteration 30Q: 3 clusters Score -664711.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -664715.187500 Penalty: 4484.088379
	Iteration 31Q: 3 clusters Score -664715.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -664716.875000 Penalty: 4484.088379
	Iteration 32Q: 3 clusters Score -664716.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -664719.187500 Penalty: 4484.088379
	Iteration 33Q: 3 clusters Score -664719.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -664721.937500 Penalty: 4484.088379
	Iteration 34Q: 3 clusters Score -664721.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -664722.062500 Penalty: 4484.088379
	Iteration 35Q: 3 clusters Score -664722.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -664722.062500 Penalty: 4484.088379
	Iteration 36F: 3 clusters Score -664722.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Entering Unmasked Estep 
Score: -155647.359375 Penalty: 1923.748657
	Iteration 0F: 2 clusters Score -155647.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -152845.718750 Penalty: 3847.497314
	Iteration 0F: 3 clusters Score -152845.7 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -153493.421875 Penalty: 3847.497314
	Iteration 1F: 3 clusters Score -153493.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -153689.640625 Penalty: 3847.497314
	Iteration 2F: 3 clusters Score -153689.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -153813.671875 Penalty: 3847.497314
	Iteration 3Q: 3 clusters Score -153813.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -153901.046875 Penalty: 3847.497314
	Iteration 4Q: 3 clusters Score -153901 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -153965.218750 Penalty: 3847.497314
	Iteration 5Q: 3 clusters Score -153965.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -154024.796875 Penalty: 3847.497314
	Iteration 6Q: 3 clusters Score -154024.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -154089.828125 Penalty: 3847.497314
	Iteration 7Q: 3 clusters Score -154089.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -154127.312500 Penalty: 3847.497314
	Iteration 8Q: 3 clusters Score -154127.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -154174.515625 Penalty: 3847.497314
	Iteration 9Q: 3 clusters Score -154174.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -154221.828125 Penalty: 3847.497314
	Iteration 10Q: 3 clusters Score -154221.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -154250.921875 Penalty: 3847.497314
	Iteration 11Q: 3 clusters Score -154250.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -154268.234375 Penalty: 3847.497314
	Iteration 12Q: 3 clusters Score -154268.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -154280.671875 Penalty: 3847.497314
	Iteration 13Q: 3 clusters Score -154280.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -154287.343750 Penalty: 3847.497314
	Iteration 14Q: 3 clusters Score -154287.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -154296.656250 Penalty: 3847.497314
	Iteration 15Q: 3 clusters Score -154296.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -154306.484375 Penalty: 3847.497314
	Iteration 16Q: 3 clusters Score -154306.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -154316.343750 Penalty: 3847.497314
	Iteration 17Q: 3 clusters Score -154316.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -154322.796875 Penalty: 3847.497314
	Iteration 18Q: 3 clusters Score -154322.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -154336.187500 Penalty: 3847.497314
	Iteration 19Q: 3 clusters Score -154336.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -154349.703125 Penalty: 3847.497314
	Iteration 20F: 3 clusters Score -154349.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -154368.171875 Penalty: 3847.497314
	Iteration 21Q: 3 clusters Score -154368.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -154384.750000 Penalty: 3847.497314
	Iteration 22Q: 3 clusters Score -154384.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -154403.546875 Penalty: 3847.497314
	Iteration 23Q: 3 clusters Score -154403.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -154410.671875 Penalty: 3847.497314
	Iteration 24Q: 3 clusters Score -154410.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -154419.093750 Penalty: 3847.497314
	Iteration 25Q: 3 clusters Score -154419.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -154424.171875 Penalty: 3847.497314
	Iteration 26Q: 3 clusters Score -154424.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -154427.765625 Penalty: 3847.497314
	Iteration 27Q: 3 clusters Score -154427.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -154434.312500 Penalty: 3847.497314
	Iteration 28Q: 3 clusters Score -154434.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -154440.171875 Penalty: 3847.497314
	Iteration 29Q: 3 clusters Score -154440.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -154441.875000 Penalty: 3847.497314
	Iteration 30Q: 3 clusters Score -154441.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -154443.187500 Penalty: 3847.497314
	Iteration 31Q: 3 clusters Score -154443.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -154443.187500 Penalty: 3847.497314
	Iteration 32F: 3 clusters Score -154443.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (68746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68746 members 
Entering Unmasked Estep 
Score: -5582152.000000 Penalty: 2762.267090
	Iteration 0F: 2 clusters Score -5582152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34436 members 
Mstep: Class 2 contains 34310 members 
Entering Unmasked Estep 
Score: -5535979.000000 Penalty: 5524.534180
	Iteration 0F: 3 clusters Score -5535979 nChanged 32353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35567 members 
Mstep: Class 2 contains 33179 members 
Entering Unmasked Estep 
Score: -5554285.000000 Penalty: 5524.534180
	Iteration 1F: 3 clusters Score -5554285 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36520 members 
Mstep: Class 2 contains 32226 members 
Entering Unmasked Estep 
Score: -5555151.000000 Penalty: 5524.534180
	Iteration 2Q: 3 clusters Score -5555151 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38011 members 
Mstep: Class 2 contains 30735 members 
Entering Unmasked Estep 
Score: -5556374.500000 Penalty: 5524.534180
	Iteration 3Q: 3 clusters Score -5556374 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40117 members 
Mstep: Class 2 contains 28629 members 
Entering Unmasked Estep 
Score: -5558239.500000 Penalty: 5524.534180
	Iteration 4F: 3 clusters Score -5558240 nChanged 4563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43080 members 
Mstep: Class 2 contains 25666 members 
Entering Unmasked Estep 
Score: -5561255.000000 Penalty: 5524.534180
	Iteration 5F: 3 clusters Score -5561255 nChanged 5185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46559 members 
Mstep: Class 2 contains 22187 members 
Entering Unmasked Estep 
Score: -5565430.500000 Penalty: 5524.534180
	Iteration 6F: 3 clusters Score -5565430 nChanged 5160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50011 members 
Mstep: Class 2 contains 18735 members 
Entering Unmasked Estep 
Score: -5570154.000000 Penalty: 5524.534180
	Iteration 7F: 3 clusters Score -5570154 nChanged 4217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52548 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -5574207.500000 Penalty: 5524.534180
	Iteration 8F: 3 clusters Score -5574208 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53986 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -5576412.500000 Penalty: 5524.534180
	Iteration 9Q: 3 clusters Score -5576412 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54818 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -5577267.500000 Penalty: 5524.534180
	Iteration 10Q: 3 clusters Score -5577268 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55403 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -5577661.500000 Penalty: 5524.534180
	Iteration 11Q: 3 clusters Score -5577662 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55918 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -5577819.500000 Penalty: 5524.534180
	Iteration 12Q: 3 clusters Score -5577820 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56405 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -5577957.000000 Penalty: 5524.534180
	Iteration 13Q: 3 clusters Score -5577957 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56835 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -5578056.500000 Penalty: 5524.534180
	Iteration 14Q: 3 clusters Score -5578056 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57249 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -5578165.000000 Penalty: 5524.534180
	Iteration 15Q: 3 clusters Score -5578165 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57658 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -5578211.500000 Penalty: 5524.534180
	Iteration 16Q: 3 clusters Score -5578212 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58051 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -5578303.000000 Penalty: 5524.534180
	Iteration 17Q: 3 clusters Score -5578303 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58443 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -5578355.000000 Penalty: 5524.534180
	Iteration 18Q: 3 clusters Score -5578355 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58794 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -5578399.000000 Penalty: 5524.534180
	Iteration 19Q: 3 clusters Score -5578399 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59136 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -5578442.500000 Penalty: 5524.534180
	Iteration 20F: 3 clusters Score -5578442 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59476 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -5578513.000000 Penalty: 5524.534180
	Iteration 21Q: 3 clusters Score -5578513 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59828 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -5578613.000000 Penalty: 5524.534180
	Iteration 22Q: 3 clusters Score -5578613 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60172 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -5578687.500000 Penalty: 5524.534180
	Iteration 23Q: 3 clusters Score -5578688 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60537 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -5578769.500000 Penalty: 5524.534180
	Iteration 24Q: 3 clusters Score -5578770 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60910 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -5578846.500000 Penalty: 5524.534180
	Iteration 25Q: 3 clusters Score -5578846 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61251 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -5578927.000000 Penalty: 5524.534180
	Iteration 26Q: 3 clusters Score -5578927 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61576 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -5579006.000000 Penalty: 5524.534180
	Iteration 27Q: 3 clusters Score -5579006 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61878 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -5579052.500000 Penalty: 5524.534180
	Iteration 28Q: 3 clusters Score -5579052 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62169 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -5579119.000000 Penalty: 5524.534180
	Iteration 29Q: 3 clusters Score -5579119 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62450 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -5579168.000000 Penalty: 5524.534180
	Iteration 30Q: 3 clusters Score -5579168 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62738 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -5579223.000000 Penalty: 5524.534180
	Iteration 31Q: 3 clusters Score -5579223 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63007 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -5579277.000000 Penalty: 5524.534180
	Iteration 32Q: 3 clusters Score -5579277 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63253 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -5579332.500000 Penalty: 5524.534180
	Iteration 33Q: 3 clusters Score -5579332 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63494 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -5579396.500000 Penalty: 5524.534180
	Iteration 34Q: 3 clusters Score -5579396 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63700 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -5579417.500000 Penalty: 5524.534180
	Iteration 35Q: 3 clusters Score -5579418 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63878 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -5579451.500000 Penalty: 5524.534180
	Iteration 36Q: 3 clusters Score -5579452 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64065 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -5579481.000000 Penalty: 5524.534180
	Iteration 37Q: 3 clusters Score -5579481 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64247 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -5579524.000000 Penalty: 5524.534180
	Iteration 38Q: 3 clusters Score -5579524 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64410 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -5579581.500000 Penalty: 5524.534180
	Iteration 39Q: 3 clusters Score -5579582 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64552 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -5579624.000000 Penalty: 5524.534180
	Iteration 40F: 3 clusters Score -5579624 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64687 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -5579655.500000 Penalty: 5524.534180
	Iteration 41Q: 3 clusters Score -5579656 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64799 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -5579671.000000 Penalty: 5524.534180
	Iteration 42Q: 3 clusters Score -5579671 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64910 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -5579711.500000 Penalty: 5524.534180
	Iteration 43Q: 3 clusters Score -5579712 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65013 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -5579738.500000 Penalty: 5524.534180
	Iteration 44Q: 3 clusters Score -5579738 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65124 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -5579767.000000 Penalty: 5524.534180
	Iteration 45Q: 3 clusters Score -5579767 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65214 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -5579784.500000 Penalty: 5524.534180
	Iteration 46Q: 3 clusters Score -5579784 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65305 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -5579809.500000 Penalty: 5524.534180
	Iteration 47Q: 3 clusters Score -5579810 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65367 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -5579826.500000 Penalty: 5524.534180
	Iteration 48Q: 3 clusters Score -5579826 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65433 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -5579843.500000 Penalty: 5524.534180
	Iteration 49Q: 3 clusters Score -5579844 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65492 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -5579846.000000 Penalty: 5524.534180
	Iteration 50Q: 3 clusters Score -5579846 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65554 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -5579850.500000 Penalty: 5524.534180
	Iteration 51Q: 3 clusters Score -5579850 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65599 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -5579858.000000 Penalty: 5524.534180
	Iteration 52Q: 3 clusters Score -5579858 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65623 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -5579856.000000 Penalty: 5524.534180
	Iteration 53Q: 3 clusters Score -5579856 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65650 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -5579859.500000 Penalty: 5524.534180
	Iteration 54Q: 3 clusters Score -5579860 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65678 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -5579862.500000 Penalty: 5524.534180
	Iteration 55Q: 3 clusters Score -5579862 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65698 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -5579867.500000 Penalty: 5524.534180
	Iteration 56Q: 3 clusters Score -5579868 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65713 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -5579861.500000 Penalty: 5524.534180
	Iteration 57Q: 3 clusters Score -5579862 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65723 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -5579869.000000 Penalty: 5524.534180
	Iteration 58Q: 3 clusters Score -5579869 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65739 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -5579870.000000 Penalty: 5524.534180
	Iteration 59Q: 3 clusters Score -5579870 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65757 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -5579872.000000 Penalty: 5524.534180
	Iteration 60F: 3 clusters Score -5579872 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65781 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -5579896.000000 Penalty: 5524.534180
	Iteration 61Q: 3 clusters Score -5579896 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65808 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -5579906.000000 Penalty: 5524.534180
	Iteration 62Q: 3 clusters Score -5579906 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65837 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -5579896.500000 Penalty: 5524.534180
	Iteration 63Q: 3 clusters Score -5579896 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65862 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -5579905.500000 Penalty: 5524.534180
	Iteration 64Q: 3 clusters Score -5579906 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65886 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -5579920.000000 Penalty: 5524.534180
	Iteration 65Q: 3 clusters Score -5579920 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65903 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -5579919.500000 Penalty: 5524.534180
	Iteration 66Q: 3 clusters Score -5579920 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65919 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -5579922.000000 Penalty: 5524.534180
	Iteration 67Q: 3 clusters Score -5579922 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65940 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -5579935.500000 Penalty: 5524.534180
	Iteration 68Q: 3 clusters Score -5579936 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65961 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -5579935.000000 Penalty: 5524.534180
	Iteration 69Q: 3 clusters Score -5579935 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65975 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -5579943.000000 Penalty: 5524.534180
	Iteration 70Q: 3 clusters Score -5579943 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65982 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -5579946.500000 Penalty: 5524.534180
	Iteration 71Q: 3 clusters Score -5579946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65990 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -5579943.500000 Penalty: 5524.534180
	Iteration 72Q: 3 clusters Score -5579944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65997 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -5579933.500000 Penalty: 5524.534180
	Iteration 73Q: 3 clusters Score -5579934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66004 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -5579932.500000 Penalty: 5524.534180
	Iteration 74Q: 3 clusters Score -5579932 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66012 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -5579925.500000 Penalty: 5524.534180
	Iteration 75Q: 3 clusters Score -5579926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66019 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -5579929.000000 Penalty: 5524.534180
	Iteration 76Q: 3 clusters Score -5579929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66022 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -5579932.500000 Penalty: 5524.534180
	Iteration 77Q: 3 clusters Score -5579932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66025 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -5579929.500000 Penalty: 5524.534180
	Iteration 78Q: 3 clusters Score -5579930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66027 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -5579933.500000 Penalty: 5524.534180
	Iteration 79Q: 3 clusters Score -5579934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66027 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -5579933.500000 Penalty: 5524.534180
	Iteration 80F: 3 clusters Score -5579934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (15629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Entering Unmasked Estep 
Score: -1244856.625000 Penalty: 2394.906982
	Iteration 0F: 2 clusters Score -1244857 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1233500.375000 Penalty: 4789.813965
	Iteration 0F: 3 clusters Score -1233500 nChanged 6753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -1237172.875000 Penalty: 4789.813965
	Iteration 1F: 3 clusters Score -1237173 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1237709.500000 Penalty: 4789.813965
	Iteration 2F: 3 clusters Score -1237710 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -1238338.875000 Penalty: 4789.813965
	Iteration 3F: 3 clusters Score -1238339 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -1239073.625000 Penalty: 4789.813965
	Iteration 4F: 3 clusters Score -1239074 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -1239882.625000 Penalty: 4789.813965
	Iteration 5F: 3 clusters Score -1239883 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -1240668.875000 Penalty: 4789.813965
	Iteration 6F: 3 clusters Score -1240669 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -1241379.000000 Penalty: 4789.813965
	Iteration 7F: 3 clusters Score -1241379 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -1241931.375000 Penalty: 4789.813965
	Iteration 8F: 3 clusters Score -1241931 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -1242395.625000 Penalty: 4789.813965
	Iteration 9Q: 3 clusters Score -1242396 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -1242684.375000 Penalty: 4789.813965
	Iteration 10Q: 3 clusters Score -1242684 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -1242879.875000 Penalty: 4789.813965
	Iteration 11Q: 3 clusters Score -1242880 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -1243007.375000 Penalty: 4789.813965
	Iteration 12Q: 3 clusters Score -1243007 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -1243091.500000 Penalty: 4789.813965
	Iteration 13Q: 3 clusters Score -1243092 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -1243145.375000 Penalty: 4789.813965
	Iteration 14Q: 3 clusters Score -1243145 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -1243172.625000 Penalty: 4789.813965
	Iteration 15Q: 3 clusters Score -1243173 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -1243197.500000 Penalty: 4789.813965
	Iteration 16Q: 3 clusters Score -1243198 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -1243209.750000 Penalty: 4789.813965
	Iteration 17Q: 3 clusters Score -1243210 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -1243217.000000 Penalty: 4789.813965
	Iteration 18Q: 3 clusters Score -1243217 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -1243231.750000 Penalty: 4789.813965
	Iteration 19Q: 3 clusters Score -1243232 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -1243240.750000 Penalty: 4789.813965
	Iteration 20F: 3 clusters Score -1243241 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -1243245.375000 Penalty: 4789.813965
	Iteration 21Q: 3 clusters Score -1243245 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -1243257.125000 Penalty: 4789.813965
	Iteration 22Q: 3 clusters Score -1243257 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -1243260.250000 Penalty: 4789.813965
	Iteration 23Q: 3 clusters Score -1243260 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -1243261.375000 Penalty: 4789.813965
	Iteration 24Q: 3 clusters Score -1243261 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -1243266.500000 Penalty: 4789.813965
	Iteration 25Q: 3 clusters Score -1243266 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1243263.750000 Penalty: 4789.813965
	Iteration 26Q: 3 clusters Score -1243264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -1243263.125000 Penalty: 4789.813965
	Iteration 27Q: 3 clusters Score -1243263 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1243265.500000 Penalty: 4789.813965
	Iteration 28Q: 3 clusters Score -1243266 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -1243266.000000 Penalty: 4789.813965
	Iteration 29Q: 3 clusters Score -1243266 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -1243266.875000 Penalty: 4789.813965
	Iteration 30Q: 3 clusters Score -1243267 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -1243269.625000 Penalty: 4789.813965
	Iteration 31Q: 3 clusters Score -1243270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -1243272.000000 Penalty: 4789.813965
	Iteration 32Q: 3 clusters Score -1243272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -1243273.125000 Penalty: 4789.813965
	Iteration 33Q: 3 clusters Score -1243273 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -1243271.125000 Penalty: 4789.813965
	Iteration 34Q: 3 clusters Score -1243271 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -1243272.625000 Penalty: 4789.813965
	Iteration 35Q: 3 clusters Score -1243273 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -1243274.750000 Penalty: 4789.813965
	Iteration 36Q: 3 clusters Score -1243275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -1243273.000000 Penalty: 4789.813965
	Iteration 37Q: 3 clusters Score -1243273 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -1243274.250000 Penalty: 4789.813965
	Iteration 38Q: 3 clusters Score -1243274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -1243278.625000 Penalty: 4789.813965
	Iteration 39Q: 3 clusters Score -1243279 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -1243278.750000 Penalty: 4789.813965
	Iteration 40F: 3 clusters Score -1243279 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1243277.375000 Penalty: 4789.813965
	Iteration 41Q: 3 clusters Score -1243277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -1243274.625000 Penalty: 4789.813965
	Iteration 42Q: 3 clusters Score -1243275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -1243278.125000 Penalty: 4789.813965
	Iteration 43Q: 3 clusters Score -1243278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -1243276.375000 Penalty: 4789.813965
	Iteration 44Q: 3 clusters Score -1243276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -1243275.750000 Penalty: 4789.813965
	Iteration 45Q: 3 clusters Score -1243276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -1243278.750000 Penalty: 4789.813965
	Iteration 46Q: 3 clusters Score -1243279 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -1243278.000000 Penalty: 4789.813965
	Iteration 47Q: 3 clusters Score -1243278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1243280.000000 Penalty: 4789.813965
	Iteration 48Q: 3 clusters Score -1243280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -1243279.000000 Penalty: 4789.813965
	Iteration 49Q: 3 clusters Score -1243279 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -1243284.375000 Penalty: 4789.813965
	Iteration 50Q: 3 clusters Score -1243284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -1243283.375000 Penalty: 4789.813965
	Iteration 51Q: 3 clusters Score -1243283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -1243283.000000 Penalty: 4789.813965
	Iteration 52Q: 3 clusters Score -1243283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -1243285.125000 Penalty: 4789.813965
	Iteration 53Q: 3 clusters Score -1243285 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -1243285.625000 Penalty: 4789.813965
	Iteration 54Q: 3 clusters Score -1243286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -1243283.750000 Penalty: 4789.813965
	Iteration 55Q: 3 clusters Score -1243284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -1243285.000000 Penalty: 4789.813965
	Iteration 56Q: 3 clusters Score -1243285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -1243284.875000 Penalty: 4789.813965
	Iteration 57Q: 3 clusters Score -1243285 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1243285.750000 Penalty: 4789.813965
	Iteration 58Q: 3 clusters Score -1243286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -1243284.500000 Penalty: 4789.813965
	Iteration 59Q: 3 clusters Score -1243284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -1243284.500000 Penalty: 4789.813965
	Iteration 60F: 3 clusters Score -1243284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -1243285.500000 Penalty: 4789.813965
	Iteration 61Q: 3 clusters Score -1243286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -1243286.125000 Penalty: 4789.813965
	Iteration 62Q: 3 clusters Score -1243286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1243289.375000 Penalty: 4789.813965
	Iteration 63Q: 3 clusters Score -1243289 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -1243288.375000 Penalty: 4789.813965
	Iteration 64Q: 3 clusters Score -1243288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -1243291.750000 Penalty: 4789.813965
	Iteration 65Q: 3 clusters Score -1243292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -1243292.625000 Penalty: 4789.813965
	Iteration 66Q: 3 clusters Score -1243293 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1243292.750000 Penalty: 4789.813965
	Iteration 67Q: 3 clusters Score -1243293 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -1243289.875000 Penalty: 4789.813965
	Iteration 68Q: 3 clusters Score -1243290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1243291.000000 Penalty: 4789.813965
	Iteration 69Q: 3 clusters Score -1243291 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1243291.500000 Penalty: 4789.813965
	Iteration 70Q: 3 clusters Score -1243292 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -1243294.500000 Penalty: 4789.813965
	Iteration 71Q: 3 clusters Score -1243294 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -1243296.375000 Penalty: 4789.813965
	Iteration 72Q: 3 clusters Score -1243296 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1243296.875000 Penalty: 4789.813965
	Iteration 73Q: 3 clusters Score -1243297 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -1243300.375000 Penalty: 4789.813965
	Iteration 74Q: 3 clusters Score -1243300 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -1243305.750000 Penalty: 4789.813965
	Iteration 75Q: 3 clusters Score -1243306 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1243300.375000 Penalty: 4789.813965
	Iteration 76Q: 3 clusters Score -1243300 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -1243300.625000 Penalty: 4789.813965
	Iteration 77Q: 3 clusters Score -1243301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1243302.500000 Penalty: 4789.813965
	Iteration 78Q: 3 clusters Score -1243302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -1243306.500000 Penalty: 4789.813965
	Iteration 79Q: 3 clusters Score -1243306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -1243306.250000 Penalty: 4789.813965
	Iteration 80F: 3 clusters Score -1243306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1243305.750000 Penalty: 4789.813965
	Iteration 81Q: 3 clusters Score -1243306 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -1243304.000000 Penalty: 4789.813965
	Iteration 82Q: 3 clusters Score -1243304 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1243304.750000 Penalty: 4789.813965
	Iteration 83Q: 3 clusters Score -1243305 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1243304.000000 Penalty: 4789.813965
	Iteration 84Q: 3 clusters Score -1243304 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1243310.875000 Penalty: 4789.813965
	Iteration 85Q: 3 clusters Score -1243311 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -1243311.125000 Penalty: 4789.813965
	Iteration 86Q: 3 clusters Score -1243311 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -1243316.500000 Penalty: 4789.813965
	Iteration 87Q: 3 clusters Score -1243316 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -1243318.375000 Penalty: 4789.813965
	Iteration 88Q: 3 clusters Score -1243318 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1243321.125000 Penalty: 4789.813965
	Iteration 89Q: 3 clusters Score -1243321 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -1243328.375000 Penalty: 4789.813965
	Iteration 90Q: 3 clusters Score -1243328 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -1243328.750000 Penalty: 4789.813965
	Iteration 91Q: 3 clusters Score -1243329 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1243332.000000 Penalty: 4789.813965
	Iteration 92Q: 3 clusters Score -1243332 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1243333.250000 Penalty: 4789.813965
	Iteration 93Q: 3 clusters Score -1243333 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -1243332.250000 Penalty: 4789.813965
	Iteration 94Q: 3 clusters Score -1243332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -1243333.250000 Penalty: 4789.813965
	Iteration 95Q: 3 clusters Score -1243333 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -1243337.625000 Penalty: 4789.813965
	Iteration 96Q: 3 clusters Score -1243338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1243336.875000 Penalty: 4789.813965
	Iteration 97Q: 3 clusters Score -1243337 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -1243334.750000 Penalty: 4789.813965
	Iteration 98Q: 3 clusters Score -1243335 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -1243332.750000 Penalty: 4789.813965
	Iteration 99Q: 3 clusters Score -1243333 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -1243331.875000 Penalty: 4789.813965
	Iteration 100F: 3 clusters Score -1243332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -1243336.625000 Penalty: 4789.813965
	Iteration 101Q: 3 clusters Score -1243337 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -1243336.125000 Penalty: 4789.813965
	Iteration 102Q: 3 clusters Score -1243336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -1243334.000000 Penalty: 4789.813965
	Iteration 103Q: 3 clusters Score -1243334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -1243335.250000 Penalty: 4789.813965
	Iteration 104Q: 3 clusters Score -1243335 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -1243337.125000 Penalty: 4789.813965
	Iteration 105Q: 3 clusters Score -1243337 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1243338.625000 Penalty: 4789.813965
	Iteration 106Q: 3 clusters Score -1243339 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1243338.625000 Penalty: 4789.813965
	Iteration 107F: 3 clusters Score -1243339 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Entering Unmasked Estep 
Score: -358431.187500 Penalty: 2099.856201
	Iteration 0F: 2 clusters Score -358431.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -354072.812500 Penalty: 4199.712402
	Iteration 0F: 3 clusters Score -354072.8 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -355178.093750 Penalty: 4199.712402
	Iteration 1F: 3 clusters Score -355178.1 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -355451.750000 Penalty: 4199.712402
	Iteration 2F: 3 clusters Score -355451.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -355627.062500 Penalty: 4199.712402
	Iteration 3F: 3 clusters Score -355627.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -355757.281250 Penalty: 4199.712402
	Iteration 4Q: 3 clusters Score -355757.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -355866.406250 Penalty: 4199.712402
	Iteration 5Q: 3 clusters Score -355866.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -355970.000000 Penalty: 4199.712402
	Iteration 6Q: 3 clusters Score -355970 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -356055.531250 Penalty: 4199.712402
	Iteration 7Q: 3 clusters Score -356055.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -356129.500000 Penalty: 4199.712402
	Iteration 8Q: 3 clusters Score -356129.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -356205.906250 Penalty: 4199.712402
	Iteration 9Q: 3 clusters Score -356205.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -356282.937500 Penalty: 4199.712402
	Iteration 10Q: 3 clusters Score -356282.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -356336.562500 Penalty: 4199.712402
	Iteration 11Q: 3 clusters Score -356336.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -356383.593750 Penalty: 4199.712402
	Iteration 12Q: 3 clusters Score -356383.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -356420.562500 Penalty: 4199.712402
	Iteration 13Q: 3 clusters Score -356420.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -356462.781250 Penalty: 4199.712402
	Iteration 14Q: 3 clusters Score -356462.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -356511.343750 Penalty: 4199.712402
	Iteration 15Q: 3 clusters Score -356511.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -356562.218750 Penalty: 4199.712402
	Iteration 16Q: 3 clusters Score -356562.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -356602.781250 Penalty: 4199.712402
	Iteration 17Q: 3 clusters Score -356602.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -356639.843750 Penalty: 4199.712402
	Iteration 18Q: 3 clusters Score -356639.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -356666.281250 Penalty: 4199.712402
	Iteration 19Q: 3 clusters Score -356666.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -356687.218750 Penalty: 4199.712402
	Iteration 20F: 3 clusters Score -356687.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -356710.312500 Penalty: 4199.712402
	Iteration 21Q: 3 clusters Score -356710.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -356742.750000 Penalty: 4199.712402
	Iteration 22Q: 3 clusters Score -356742.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -356771.750000 Penalty: 4199.712402
	Iteration 23Q: 3 clusters Score -356771.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -356794.625000 Penalty: 4199.712402
	Iteration 24Q: 3 clusters Score -356794.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -356810.187500 Penalty: 4199.712402
	Iteration 25Q: 3 clusters Score -356810.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -356824.968750 Penalty: 4199.712402
	Iteration 26Q: 3 clusters Score -356825 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -356831.750000 Penalty: 4199.712402
	Iteration 27Q: 3 clusters Score -356831.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -356833.718750 Penalty: 4199.712402
	Iteration 28Q: 3 clusters Score -356833.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -356835.843750 Penalty: 4199.712402
	Iteration 29Q: 3 clusters Score -356835.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -356837.468750 Penalty: 4199.712402
	Iteration 30Q: 3 clusters Score -356837.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -356838.156250 Penalty: 4199.712402
	Iteration 31Q: 3 clusters Score -356838.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -356838.156250 Penalty: 4199.712402
	Iteration 32F: 3 clusters Score -356838.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (61211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61211 members 
Entering Unmasked Estep 
Score: -4711216.500000 Penalty: 2733.476318
	Iteration 0F: 2 clusters Score -4711216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30676 members 
Mstep: Class 2 contains 30535 members 
Entering Unmasked Estep 
Score: -4670249.000000 Penalty: 5466.952637
	Iteration 0F: 3 clusters Score -4670249 nChanged 28498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29690 members 
Mstep: Class 2 contains 31521 members 
Entering Unmasked Estep 
Score: -4687006.500000 Penalty: 5466.952637
	Iteration 1F: 3 clusters Score -4687006 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29088 members 
Mstep: Class 2 contains 32123 members 
Entering Unmasked Estep 
Score: -4688272.500000 Penalty: 5466.952637
	Iteration 2F: 3 clusters Score -4688272 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28320 members 
Mstep: Class 2 contains 32891 members 
Entering Unmasked Estep 
Score: -4689891.500000 Penalty: 5466.952637
	Iteration 3F: 3 clusters Score -4689892 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27307 members 
Mstep: Class 2 contains 33904 members 
Entering Unmasked Estep 
Score: -4691733.500000 Penalty: 5466.952637
	Iteration 4F: 3 clusters Score -4691734 nChanged 3567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26060 members 
Mstep: Class 2 contains 35151 members 
Entering Unmasked Estep 
Score: -4693580.000000 Penalty: 5466.952637
	Iteration 5F: 3 clusters Score -4693580 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24665 members 
Mstep: Class 2 contains 36546 members 
Entering Unmasked Estep 
Score: -4695358.000000 Penalty: 5466.952637
	Iteration 6F: 3 clusters Score -4695358 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23176 members 
Mstep: Class 2 contains 38035 members 
Entering Unmasked Estep 
Score: -4697158.000000 Penalty: 5466.952637
	Iteration 7F: 3 clusters Score -4697158 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21583 members 
Mstep: Class 2 contains 39628 members 
Entering Unmasked Estep 
Score: -4698894.500000 Penalty: 5466.952637
	Iteration 8Q: 3 clusters Score -4698894 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19950 members 
Mstep: Class 2 contains 41261 members 
Entering Unmasked Estep 
Score: -4700681.000000 Penalty: 5466.952637
	Iteration 9Q: 3 clusters Score -4700681 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18369 members 
Mstep: Class 2 contains 42842 members 
Entering Unmasked Estep 
Score: -4702537.500000 Penalty: 5466.952637
	Iteration 10Q: 3 clusters Score -4702538 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16845 members 
Mstep: Class 2 contains 44366 members 
Entering Unmasked Estep 
Score: -4704183.000000 Penalty: 5466.952637
	Iteration 11Q: 3 clusters Score -4704183 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 45727 members 
Entering Unmasked Estep 
Score: -4705287.500000 Penalty: 5466.952637
	Iteration 12Q: 3 clusters Score -4705288 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 46884 members 
Entering Unmasked Estep 
Score: -4706006.000000 Penalty: 5466.952637
	Iteration 13Q: 3 clusters Score -4706006 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 47923 members 
Entering Unmasked Estep 
Score: -4706496.500000 Penalty: 5466.952637
	Iteration 14Q: 3 clusters Score -4706496 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 48866 members 
Entering Unmasked Estep 
Score: -4706867.500000 Penalty: 5466.952637
	Iteration 15Q: 3 clusters Score -4706868 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 49674 members 
Entering Unmasked Estep 
Score: -4707223.500000 Penalty: 5466.952637
	Iteration 16Q: 3 clusters Score -4707224 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 50463 members 
Entering Unmasked Estep 
Score: -4707586.500000 Penalty: 5466.952637
	Iteration 17Q: 3 clusters Score -4707586 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 51229 members 
Entering Unmasked Estep 
Score: -4708003.500000 Penalty: 5466.952637
	Iteration 18Q: 3 clusters Score -4708004 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 51940 members 
Entering Unmasked Estep 
Score: -4708540.000000 Penalty: 5466.952637
	Iteration 19Q: 3 clusters Score -4708540 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 52608 members 
Entering Unmasked Estep 
Score: -4709059.000000 Penalty: 5466.952637
	Iteration 20F: 3 clusters Score -4709059 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 53144 members 
Entering Unmasked Estep 
Score: -4709348.500000 Penalty: 5466.952637
	Iteration 21Q: 3 clusters Score -4709348 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 53571 members 
Entering Unmasked Estep 
Score: -4709560.000000 Penalty: 5466.952637
	Iteration 22Q: 3 clusters Score -4709560 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 53948 members 
Entering Unmasked Estep 
Score: -4709738.500000 Penalty: 5466.952637
	Iteration 23Q: 3 clusters Score -4709738 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 54275 members 
Entering Unmasked Estep 
Score: -4709841.500000 Penalty: 5466.952637
	Iteration 24Q: 3 clusters Score -4709842 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 54557 members 
Entering Unmasked Estep 
Score: -4709937.000000 Penalty: 5466.952637
	Iteration 25Q: 3 clusters Score -4709937 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 54807 members 
Entering Unmasked Estep 
Score: -4709989.500000 Penalty: 5466.952637
	Iteration 26Q: 3 clusters Score -4709990 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 55012 members 
Entering Unmasked Estep 
Score: -4710030.000000 Penalty: 5466.952637
	Iteration 27Q: 3 clusters Score -4710030 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 55197 members 
Entering Unmasked Estep 
Score: -4710074.000000 Penalty: 5466.952637
	Iteration 28Q: 3 clusters Score -4710074 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 55366 members 
Entering Unmasked Estep 
Score: -4710096.000000 Penalty: 5466.952637
	Iteration 29Q: 3 clusters Score -4710096 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 55551 members 
Entering Unmasked Estep 
Score: -4710157.500000 Penalty: 5466.952637
	Iteration 30Q: 3 clusters Score -4710158 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 55720 members 
Entering Unmasked Estep 
Score: -4710207.000000 Penalty: 5466.952637
	Iteration 31Q: 3 clusters Score -4710207 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 55873 members 
Entering Unmasked Estep 
Score: -4710278.500000 Penalty: 5466.952637
	Iteration 32Q: 3 clusters Score -4710278 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 56016 members 
Entering Unmasked Estep 
Score: -4710346.000000 Penalty: 5466.952637
	Iteration 33Q: 3 clusters Score -4710346 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 56169 members 
Entering Unmasked Estep 
Score: -4710435.000000 Penalty: 5466.952637
	Iteration 34Q: 3 clusters Score -4710435 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 56312 members 
Entering Unmasked Estep 
Score: -4710478.500000 Penalty: 5466.952637
	Iteration 35Q: 3 clusters Score -4710478 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 56410 members 
Entering Unmasked Estep 
Score: -4710523.500000 Penalty: 5466.952637
	Iteration 36Q: 3 clusters Score -4710524 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 56481 members 
Entering Unmasked Estep 
Score: -4710541.000000 Penalty: 5466.952637
	Iteration 37Q: 3 clusters Score -4710541 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 56543 members 
Entering Unmasked Estep 
Score: -4710565.000000 Penalty: 5466.952637
	Iteration 38Q: 3 clusters Score -4710565 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 56598 members 
Entering Unmasked Estep 
Score: -4710572.500000 Penalty: 5466.952637
	Iteration 39Q: 3 clusters Score -4710572 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 56659 members 
Entering Unmasked Estep 
Score: -4710576.000000 Penalty: 5466.952637
	Iteration 40F: 3 clusters Score -4710576 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 56706 members 
Entering Unmasked Estep 
Score: -4710584.000000 Penalty: 5466.952637
	Iteration 41Q: 3 clusters Score -4710584 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 56738 members 
Entering Unmasked Estep 
Score: -4710584.500000 Penalty: 5466.952637
	Iteration 42Q: 3 clusters Score -4710584 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 56759 members 
Entering Unmasked Estep 
Score: -4710578.500000 Penalty: 5466.952637
	Iteration 43Q: 3 clusters Score -4710578 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 56778 members 
Entering Unmasked Estep 
Score: -4710590.500000 Penalty: 5466.952637
	Iteration 44Q: 3 clusters Score -4710590 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 56807 members 
Entering Unmasked Estep 
Score: -4710614.500000 Penalty: 5466.952637
	Iteration 45Q: 3 clusters Score -4710614 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 56820 members 
Entering Unmasked Estep 
Score: -4710619.500000 Penalty: 5466.952637
	Iteration 46Q: 3 clusters Score -4710620 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 56834 members 
Entering Unmasked Estep 
Score: -4710623.500000 Penalty: 5466.952637
	Iteration 47Q: 3 clusters Score -4710624 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 56844 members 
Entering Unmasked Estep 
Score: -4710621.500000 Penalty: 5466.952637
	Iteration 48Q: 3 clusters Score -4710622 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 56850 members 
Entering Unmasked Estep 
Score: -4710608.000000 Penalty: 5466.952637
	Iteration 49Q: 3 clusters Score -4710608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 56851 members 
Entering Unmasked Estep 
Score: -4710613.000000 Penalty: 5466.952637
	Iteration 50Q: 3 clusters Score -4710613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 56853 members 
Entering Unmasked Estep 
Score: -4710617.000000 Penalty: 5466.952637
	Iteration 51Q: 3 clusters Score -4710617 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 56852 members 
Entering Unmasked Estep 
Score: -4710618.500000 Penalty: 5466.952637
	Iteration 52Q: 3 clusters Score -4710618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 56853 members 
Entering Unmasked Estep 
Score: -4710618.500000 Penalty: 5466.952637
	Iteration 53Q: 3 clusters Score -4710618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 56854 members 
Entering Unmasked Estep 
Score: -4710619.000000 Penalty: 5466.952637
	Iteration 54Q: 3 clusters Score -4710619 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 56854 members 
Entering Unmasked Estep 
Score: -4710619.000000 Penalty: 5466.952637
	Iteration 55F: 3 clusters Score -4710619 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Entering Unmasked Estep 
Score: -443241.218750 Penalty: 2141.606445
	Iteration 0F: 2 clusters Score -443241.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -438316.718750 Penalty: 4283.212891
	Iteration 0F: 3 clusters Score -438316.7 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -439534.812500 Penalty: 4283.212891
	Iteration 1F: 3 clusters Score -439534.8 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -439804.843750 Penalty: 4283.212891
	Iteration 2F: 3 clusters Score -439804.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -439979.656250 Penalty: 4283.212891
	Iteration 3F: 3 clusters Score -439979.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -440086.718750 Penalty: 4283.212891
	Iteration 4Q: 3 clusters Score -440086.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -440189.375000 Penalty: 4283.212891
	Iteration 5Q: 3 clusters Score -440189.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -440292.500000 Penalty: 4283.212891
	Iteration 6Q: 3 clusters Score -440292.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -440413.593750 Penalty: 4283.212891
	Iteration 7Q: 3 clusters Score -440413.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -440516.187500 Penalty: 4283.212891
	Iteration 8Q: 3 clusters Score -440516.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -440610.156250 Penalty: 4283.212891
	Iteration 9Q: 3 clusters Score -440610.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -440697.781250 Penalty: 4283.212891
	Iteration 10Q: 3 clusters Score -440697.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -440772.125000 Penalty: 4283.212891
	Iteration 11Q: 3 clusters Score -440772.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -440844.250000 Penalty: 4283.212891
	Iteration 12Q: 3 clusters Score -440844.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -440931.718750 Penalty: 4283.212891
	Iteration 13Q: 3 clusters Score -440931.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -441026.843750 Penalty: 4283.212891
	Iteration 14Q: 3 clusters Score -441026.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -441120.593750 Penalty: 4283.212891
	Iteration 15Q: 3 clusters Score -441120.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -441250.343750 Penalty: 4283.212891
	Iteration 16Q: 3 clusters Score -441250.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -441384.250000 Penalty: 4283.212891
	Iteration 17Q: 3 clusters Score -441384.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -441521.875000 Penalty: 4283.212891
	Iteration 18Q: 3 clusters Score -441521.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -441631.656250 Penalty: 4283.212891
	Iteration 19Q: 3 clusters Score -441631.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -441711.375000 Penalty: 4283.212891
	Iteration 20F: 3 clusters Score -441711.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -441771.281250 Penalty: 4283.212891
	Iteration 21Q: 3 clusters Score -441771.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -441810.250000 Penalty: 4283.212891
	Iteration 22Q: 3 clusters Score -441810.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -441833.062500 Penalty: 4283.212891
	Iteration 23Q: 3 clusters Score -441833.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -441843.250000 Penalty: 4283.212891
	Iteration 24Q: 3 clusters Score -441843.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -441852.625000 Penalty: 4283.212891
	Iteration 25Q: 3 clusters Score -441852.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -441860.562500 Penalty: 4283.212891
	Iteration 26Q: 3 clusters Score -441860.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -441865.656250 Penalty: 4283.212891
	Iteration 27Q: 3 clusters Score -441865.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -441869.375000 Penalty: 4283.212891
	Iteration 28Q: 3 clusters Score -441869.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -441873.312500 Penalty: 4283.212891
	Iteration 29Q: 3 clusters Score -441873.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -441877.437500 Penalty: 4283.212891
	Iteration 30Q: 3 clusters Score -441877.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -441880.031250 Penalty: 4283.212891
	Iteration 31Q: 3 clusters Score -441880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -441881.093750 Penalty: 4283.212891
	Iteration 32Q: 3 clusters Score -441881.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -441883.843750 Penalty: 4283.212891
	Iteration 33Q: 3 clusters Score -441883.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -441885.906250 Penalty: 4283.212891
	Iteration 34Q: 3 clusters Score -441885.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -441887.375000 Penalty: 4283.212891
	Iteration 35Q: 3 clusters Score -441887.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -441888.062500 Penalty: 4283.212891
	Iteration 36Q: 3 clusters Score -441888.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -441890.875000 Penalty: 4283.212891
	Iteration 37Q: 3 clusters Score -441890.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -441894.218750 Penalty: 4283.212891
	Iteration 38Q: 3 clusters Score -441894.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -441897.437500 Penalty: 4283.212891
	Iteration 39Q: 3 clusters Score -441897.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -441901.125000 Penalty: 4283.212891
	Iteration 40F: 3 clusters Score -441901.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -441903.968750 Penalty: 4283.212891
	Iteration 41Q: 3 clusters Score -441904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -441906.562500 Penalty: 4283.212891
	Iteration 42Q: 3 clusters Score -441906.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -441910.281250 Penalty: 4283.212891
	Iteration 43Q: 3 clusters Score -441910.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -441912.656250 Penalty: 4283.212891
	Iteration 44Q: 3 clusters Score -441912.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -441914.406250 Penalty: 4283.212891
	Iteration 45Q: 3 clusters Score -441914.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -441916.781250 Penalty: 4283.212891
	Iteration 46Q: 3 clusters Score -441916.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -441920.093750 Penalty: 4283.212891
	Iteration 47Q: 3 clusters Score -441920.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -441921.562500 Penalty: 4283.212891
	Iteration 48Q: 3 clusters Score -441921.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -441921.906250 Penalty: 4283.212891
	Iteration 49Q: 3 clusters Score -441921.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -441921.406250 Penalty: 4283.212891
	Iteration 50Q: 3 clusters Score -441921.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -441922.187500 Penalty: 4283.212891
	Iteration 51Q: 3 clusters Score -441922.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -441922.687500 Penalty: 4283.212891
	Iteration 52Q: 3 clusters Score -441922.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -441922.687500 Penalty: 4283.212891
	Iteration 53F: 3 clusters Score -441922.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (6466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Entering Unmasked Estep 
Score: -476357.531250 Penalty: 2176.029541
	Iteration 0F: 2 clusters Score -476357.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -470914.937500 Penalty: 4352.059082
	Iteration 0F: 3 clusters Score -470914.9 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -472807.625000 Penalty: 4352.059082
	Iteration 1F: 3 clusters Score -472807.6 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -473546.968750 Penalty: 4352.059082
	Iteration 2F: 3 clusters Score -473547 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -474220.468750 Penalty: 4352.059082
	Iteration 3F: 3 clusters Score -474220.5 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -474803.281250 Penalty: 4352.059082
	Iteration 4F: 3 clusters Score -474803.3 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -475199.343750 Penalty: 4352.059082
	Iteration 5F: 3 clusters Score -475199.3 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -475443.468750 Penalty: 4352.059082
	Iteration 6Q: 3 clusters Score -475443.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -475572.593750 Penalty: 4352.059082
	Iteration 7Q: 3 clusters Score -475572.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -475643.968750 Penalty: 4352.059082
	Iteration 8Q: 3 clusters Score -475644 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -475693.625000 Penalty: 4352.059082
	Iteration 9Q: 3 clusters Score -475693.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -475740.125000 Penalty: 4352.059082
	Iteration 10Q: 3 clusters Score -475740.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -475767.125000 Penalty: 4352.059082
	Iteration 11Q: 3 clusters Score -475767.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -475787.875000 Penalty: 4352.059082
	Iteration 12Q: 3 clusters Score -475787.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -475802.843750 Penalty: 4352.059082
	Iteration 13Q: 3 clusters Score -475802.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -475813.406250 Penalty: 4352.059082
	Iteration 14Q: 3 clusters Score -475813.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -475822.718750 Penalty: 4352.059082
	Iteration 15Q: 3 clusters Score -475822.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -475826.937500 Penalty: 4352.059082
	Iteration 16Q: 3 clusters Score -475826.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -475828.281250 Penalty: 4352.059082
	Iteration 17Q: 3 clusters Score -475828.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -475830.156250 Penalty: 4352.059082
	Iteration 18Q: 3 clusters Score -475830.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -475831.562500 Penalty: 4352.059082
	Iteration 19Q: 3 clusters Score -475831.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -475834.281250 Penalty: 4352.059082
	Iteration 20F: 3 clusters Score -475834.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -475836.593750 Penalty: 4352.059082
	Iteration 21Q: 3 clusters Score -475836.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -475837.718750 Penalty: 4352.059082
	Iteration 22Q: 3 clusters Score -475837.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -475839.062500 Penalty: 4352.059082
	Iteration 23Q: 3 clusters Score -475839.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -475839.937500 Penalty: 4352.059082
	Iteration 24Q: 3 clusters Score -475839.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -475840.531250 Penalty: 4352.059082
	Iteration 25Q: 3 clusters Score -475840.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -475843.031250 Penalty: 4352.059082
	Iteration 26Q: 3 clusters Score -475843 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -475844.781250 Penalty: 4352.059082
	Iteration 27Q: 3 clusters Score -475844.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -475847.281250 Penalty: 4352.059082
	Iteration 28Q: 3 clusters Score -475847.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -475850.031250 Penalty: 4352.059082
	Iteration 29Q: 3 clusters Score -475850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -475851.000000 Penalty: 4352.059082
	Iteration 30Q: 3 clusters Score -475851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -475851.187500 Penalty: 4352.059082
	Iteration 31Q: 3 clusters Score -475851.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -475853.843750 Penalty: 4352.059082
	Iteration 32Q: 3 clusters Score -475853.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -475854.406250 Penalty: 4352.059082
	Iteration 33Q: 3 clusters Score -475854.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -475856.531250 Penalty: 4352.059082
	Iteration 34Q: 3 clusters Score -475856.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -475857.031250 Penalty: 4352.059082
	Iteration 35Q: 3 clusters Score -475857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -475857.500000 Penalty: 4352.059082
	Iteration 36Q: 3 clusters Score -475857.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -475857.500000 Penalty: 4352.059082
	Iteration 37F: 3 clusters Score -475857.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Entering Unmasked Estep 
Score: -241265.078125 Penalty: 2001.041626
	Iteration 0F: 2 clusters Score -241265.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -237925.500000 Penalty: 4002.083252
	Iteration 0F: 3 clusters Score -237925.5 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -238661.109375 Penalty: 4002.083252
	Iteration 1F: 3 clusters Score -238661.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -238841.234375 Penalty: 4002.083252
	Iteration 2F: 3 clusters Score -238841.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -238958.906250 Penalty: 4002.083252
	Iteration 3Q: 3 clusters Score -238958.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -239049.890625 Penalty: 4002.083252
	Iteration 4Q: 3 clusters Score -239049.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -239126.484375 Penalty: 4002.083252
	Iteration 5Q: 3 clusters Score -239126.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -239190.609375 Penalty: 4002.083252
	Iteration 6Q: 3 clusters Score -239190.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -239243.453125 Penalty: 4002.083252
	Iteration 7Q: 3 clusters Score -239243.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -239292.484375 Penalty: 4002.083252
	Iteration 8Q: 3 clusters Score -239292.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -239344.609375 Penalty: 4002.083252
	Iteration 9Q: 3 clusters Score -239344.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -239383.140625 Penalty: 4002.083252
	Iteration 10Q: 3 clusters Score -239383.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -239415.171875 Penalty: 4002.083252
	Iteration 11Q: 3 clusters Score -239415.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -239435.890625 Penalty: 4002.083252
	Iteration 12Q: 3 clusters Score -239435.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -239450.328125 Penalty: 4002.083252
	Iteration 13Q: 3 clusters Score -239450.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -239461.203125 Penalty: 4002.083252
	Iteration 14Q: 3 clusters Score -239461.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -239470.921875 Penalty: 4002.083252
	Iteration 15Q: 3 clusters Score -239470.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -239476.953125 Penalty: 4002.083252
	Iteration 16Q: 3 clusters Score -239477 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -239483.406250 Penalty: 4002.083252
	Iteration 17Q: 3 clusters Score -239483.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -239487.250000 Penalty: 4002.083252
	Iteration 18Q: 3 clusters Score -239487.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -239494.734375 Penalty: 4002.083252
	Iteration 19Q: 3 clusters Score -239494.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -239503.656250 Penalty: 4002.083252
	Iteration 20F: 3 clusters Score -239503.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -239510.500000 Penalty: 4002.083252
	Iteration 21Q: 3 clusters Score -239510.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -239515.906250 Penalty: 4002.083252
	Iteration 22Q: 3 clusters Score -239515.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -239522.609375 Penalty: 4002.083252
	Iteration 23Q: 3 clusters Score -239522.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -239528.328125 Penalty: 4002.083252
	Iteration 24Q: 3 clusters Score -239528.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -239535.171875 Penalty: 4002.083252
	Iteration 25Q: 3 clusters Score -239535.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -239541.343750 Penalty: 4002.083252
	Iteration 26Q: 3 clusters Score -239541.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -239547.359375 Penalty: 4002.083252
	Iteration 27Q: 3 clusters Score -239547.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -239550.593750 Penalty: 4002.083252
	Iteration 28Q: 3 clusters Score -239550.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -239554.578125 Penalty: 4002.083252
	Iteration 29Q: 3 clusters Score -239554.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -239558.234375 Penalty: 4002.083252
	Iteration 30Q: 3 clusters Score -239558.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -239563.156250 Penalty: 4002.083252
	Iteration 31Q: 3 clusters Score -239563.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -239567.906250 Penalty: 4002.083252
	Iteration 32Q: 3 clusters Score -239567.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -239571.546875 Penalty: 4002.083252
	Iteration 33Q: 3 clusters Score -239571.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -239573.515625 Penalty: 4002.083252
	Iteration 34Q: 3 clusters Score -239573.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -239575.328125 Penalty: 4002.083252
	Iteration 35Q: 3 clusters Score -239575.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -239577.515625 Penalty: 4002.083252
	Iteration 36Q: 3 clusters Score -239577.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -239578.937500 Penalty: 4002.083252
	Iteration 37Q: 3 clusters Score -239578.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -239580.578125 Penalty: 4002.083252
	Iteration 38Q: 3 clusters Score -239580.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -239582.281250 Penalty: 4002.083252
	Iteration 39Q: 3 clusters Score -239582.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -239584.109375 Penalty: 4002.083252
	Iteration 40F: 3 clusters Score -239584.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -239585.156250 Penalty: 4002.083252
	Iteration 41Q: 3 clusters Score -239585.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -239585.625000 Penalty: 4002.083252
	Iteration 42Q: 3 clusters Score -239585.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -239585.625000 Penalty: 4002.083252
	Iteration 43F: 3 clusters Score -239585.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (76056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76056 members 
Entering Unmasked Estep 
Score: -6174910.500000 Penalty: 2787.327881
	Iteration 0F: 2 clusters Score -6174910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37846 members 
Mstep: Class 2 contains 38210 members 
Entering Unmasked Estep 
Score: -6123809.500000 Penalty: 5574.655762
	Iteration 0F: 3 clusters Score -6123810 nChanged 35785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37227 members 
Mstep: Class 2 contains 38829 members 
Entering Unmasked Estep 
Score: -6144628.500000 Penalty: 5574.655762
	Iteration 1F: 3 clusters Score -6144628 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36893 members 
Mstep: Class 2 contains 39163 members 
Entering Unmasked Estep 
Score: -6145774.000000 Penalty: 5574.655762
	Iteration 2Q: 3 clusters Score -6145774 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36443 members 
Mstep: Class 2 contains 39613 members 
Entering Unmasked Estep 
Score: -6147197.000000 Penalty: 5574.655762
	Iteration 3Q: 3 clusters Score -6147197 nChanged 3689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35764 members 
Mstep: Class 2 contains 40292 members 
Entering Unmasked Estep 
Score: -6149026.000000 Penalty: 5574.655762
	Iteration 4Q: 3 clusters Score -6149026 nChanged 3994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34742 members 
Mstep: Class 2 contains 41314 members 
Entering Unmasked Estep 
Score: -6151239.000000 Penalty: 5574.655762
	Iteration 5F: 3 clusters Score -6151239 nChanged 4063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33385 members 
Mstep: Class 2 contains 42671 members 
Entering Unmasked Estep 
Score: -6153482.500000 Penalty: 5574.655762
	Iteration 6F: 3 clusters Score -6153482 nChanged 3963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31816 members 
Mstep: Class 2 contains 44240 members 
Entering Unmasked Estep 
Score: -6155734.000000 Penalty: 5574.655762
	Iteration 7F: 3 clusters Score -6155734 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30140 members 
Mstep: Class 2 contains 45916 members 
Entering Unmasked Estep 
Score: -6157859.500000 Penalty: 5574.655762
	Iteration 8F: 3 clusters Score -6157860 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28406 members 
Mstep: Class 2 contains 47650 members 
Entering Unmasked Estep 
Score: -6159613.500000 Penalty: 5574.655762
	Iteration 9Q: 3 clusters Score -6159614 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26719 members 
Mstep: Class 2 contains 49337 members 
Entering Unmasked Estep 
Score: -6161220.500000 Penalty: 5574.655762
	Iteration 10Q: 3 clusters Score -6161220 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25130 members 
Mstep: Class 2 contains 50926 members 
Entering Unmasked Estep 
Score: -6162598.000000 Penalty: 5574.655762
	Iteration 11Q: 3 clusters Score -6162598 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23723 members 
Mstep: Class 2 contains 52333 members 
Entering Unmasked Estep 
Score: -6163692.500000 Penalty: 5574.655762
	Iteration 12Q: 3 clusters Score -6163692 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22478 members 
Mstep: Class 2 contains 53578 members 
Entering Unmasked Estep 
Score: -6164457.500000 Penalty: 5574.655762
	Iteration 13Q: 3 clusters Score -6164458 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21338 members 
Mstep: Class 2 contains 54718 members 
Entering Unmasked Estep 
Score: -6165043.000000 Penalty: 5574.655762
	Iteration 14Q: 3 clusters Score -6165043 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20244 members 
Mstep: Class 2 contains 55812 members 
Entering Unmasked Estep 
Score: -6165501.000000 Penalty: 5574.655762
	Iteration 15Q: 3 clusters Score -6165501 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19197 members 
Mstep: Class 2 contains 56859 members 
Entering Unmasked Estep 
Score: -6165889.500000 Penalty: 5574.655762
	Iteration 16Q: 3 clusters Score -6165890 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18231 members 
Mstep: Class 2 contains 57825 members 
Entering Unmasked Estep 
Score: -6166147.000000 Penalty: 5574.655762
	Iteration 17Q: 3 clusters Score -6166147 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17244 members 
Mstep: Class 2 contains 58812 members 
Entering Unmasked Estep 
Score: -6166421.000000 Penalty: 5574.655762
	Iteration 18Q: 3 clusters Score -6166421 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 59829 members 
Entering Unmasked Estep 
Score: -6166732.500000 Penalty: 5574.655762
	Iteration 19Q: 3 clusters Score -6166732 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 60868 members 
Entering Unmasked Estep 
Score: -6167043.000000 Penalty: 5574.655762
	Iteration 20F: 3 clusters Score -6167043 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 61983 members 
Entering Unmasked Estep 
Score: -6167405.500000 Penalty: 5574.655762
	Iteration 21Q: 3 clusters Score -6167406 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 63031 members 
Entering Unmasked Estep 
Score: -6167668.000000 Penalty: 5574.655762
	Iteration 22Q: 3 clusters Score -6167668 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 64089 members 
Entering Unmasked Estep 
Score: -6168039.500000 Penalty: 5574.655762
	Iteration 23Q: 3 clusters Score -6168040 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 65146 members 
Entering Unmasked Estep 
Score: -6168416.500000 Penalty: 5574.655762
	Iteration 24Q: 3 clusters Score -6168416 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 66191 members 
Entering Unmasked Estep 
Score: -6168774.000000 Penalty: 5574.655762
	Iteration 25Q: 3 clusters Score -6168774 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 67229 members 
Entering Unmasked Estep 
Score: -6169136.500000 Penalty: 5574.655762
	Iteration 26Q: 3 clusters Score -6169136 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 68211 members 
Entering Unmasked Estep 
Score: -6169528.000000 Penalty: 5574.655762
	Iteration 27Q: 3 clusters Score -6169528 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 69126 members 
Entering Unmasked Estep 
Score: -6169890.000000 Penalty: 5574.655762
	Iteration 28Q: 3 clusters Score -6169890 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 69946 members 
Entering Unmasked Estep 
Score: -6170196.500000 Penalty: 5574.655762
	Iteration 29Q: 3 clusters Score -6170196 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 70696 members 
Entering Unmasked Estep 
Score: -6170527.000000 Penalty: 5574.655762
	Iteration 30Q: 3 clusters Score -6170527 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 71385 members 
Entering Unmasked Estep 
Score: -6170845.500000 Penalty: 5574.655762
	Iteration 31Q: 3 clusters Score -6170846 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 71969 members 
Entering Unmasked Estep 
Score: -6171063.000000 Penalty: 5574.655762
	Iteration 32Q: 3 clusters Score -6171063 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 72477 members 
Entering Unmasked Estep 
Score: -6171275.000000 Penalty: 5574.655762
	Iteration 33Q: 3 clusters Score -6171275 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 72940 members 
Entering Unmasked Estep 
Score: -6171502.500000 Penalty: 5574.655762
	Iteration 34Q: 3 clusters Score -6171502 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 73339 members 
Entering Unmasked Estep 
Score: -6171668.000000 Penalty: 5574.655762
	Iteration 35Q: 3 clusters Score -6171668 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 73669 members 
Entering Unmasked Estep 
Score: -6171810.500000 Penalty: 5574.655762
	Iteration 36Q: 3 clusters Score -6171810 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 73953 members 
Entering Unmasked Estep 
Score: -6171969.000000 Penalty: 5574.655762
	Iteration 37Q: 3 clusters Score -6171969 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 74162 members 
Entering Unmasked Estep 
Score: -6172041.500000 Penalty: 5574.655762
	Iteration 38Q: 3 clusters Score -6172042 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 74349 members 
Entering Unmasked Estep 
Score: -6172114.500000 Penalty: 5574.655762
	Iteration 39Q: 3 clusters Score -6172114 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 74513 members 
Entering Unmasked Estep 
Score: -6172215.500000 Penalty: 5574.655762
	Iteration 40F: 3 clusters Score -6172216 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 74635 members 
Entering Unmasked Estep 
Score: -6172276.500000 Penalty: 5574.655762
	Iteration 41Q: 3 clusters Score -6172276 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 74747 members 
Entering Unmasked Estep 
Score: -6172340.500000 Penalty: 5574.655762
	Iteration 42Q: 3 clusters Score -6172340 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 74842 members 
Entering Unmasked Estep 
Score: -6172385.000000 Penalty: 5574.655762
	Iteration 43Q: 3 clusters Score -6172385 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 74923 members 
Entering Unmasked Estep 
Score: -6172427.000000 Penalty: 5574.655762
	Iteration 44Q: 3 clusters Score -6172427 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 74977 members 
Entering Unmasked Estep 
Score: -6172455.500000 Penalty: 5574.655762
	Iteration 45Q: 3 clusters Score -6172456 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 75021 members 
Entering Unmasked Estep 
Score: -6172479.000000 Penalty: 5574.655762
	Iteration 46Q: 3 clusters Score -6172479 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 75057 members 
Entering Unmasked Estep 
Score: -6172494.500000 Penalty: 5574.655762
	Iteration 47Q: 3 clusters Score -6172494 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 75088 members 
Entering Unmasked Estep 
Score: -6172515.500000 Penalty: 5574.655762
	Iteration 48Q: 3 clusters Score -6172516 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 75110 members 
Entering Unmasked Estep 
Score: -6172518.500000 Penalty: 5574.655762
	Iteration 49Q: 3 clusters Score -6172518 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 75130 members 
Entering Unmasked Estep 
Score: -6172533.500000 Penalty: 5574.655762
	Iteration 50Q: 3 clusters Score -6172534 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 75139 members 
Entering Unmasked Estep 
Score: -6172529.000000 Penalty: 5574.655762
	Iteration 51Q: 3 clusters Score -6172529 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 75151 members 
Entering Unmasked Estep 
Score: -6172534.000000 Penalty: 5574.655762
	Iteration 52Q: 3 clusters Score -6172534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 75157 members 
Entering Unmasked Estep 
Score: -6172542.000000 Penalty: 5574.655762
	Iteration 53Q: 3 clusters Score -6172542 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 75164 members 
Entering Unmasked Estep 
Score: -6172547.000000 Penalty: 5574.655762
	Iteration 54Q: 3 clusters Score -6172547 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 75176 members 
Entering Unmasked Estep 
Score: -6172556.000000 Penalty: 5574.655762
	Iteration 55Q: 3 clusters Score -6172556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 75179 members 
Entering Unmasked Estep 
Score: -6172550.500000 Penalty: 5574.655762
	Iteration 56Q: 3 clusters Score -6172550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 75184 members 
Entering Unmasked Estep 
Score: -6172553.000000 Penalty: 5574.655762
	Iteration 57Q: 3 clusters Score -6172553 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 75191 members 
Entering Unmasked Estep 
Score: -6172561.500000 Penalty: 5574.655762
	Iteration 58Q: 3 clusters Score -6172562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 75194 members 
Entering Unmasked Estep 
Score: -6172561.000000 Penalty: 5574.655762
	Iteration 59Q: 3 clusters Score -6172561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 75196 members 
Entering Unmasked Estep 
Score: -6172560.000000 Penalty: 5574.655762
	Iteration 60F: 3 clusters Score -6172560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 75197 members 
Entering Unmasked Estep 
Score: -6172557.000000 Penalty: 5574.655762
	Iteration 61Q: 3 clusters Score -6172557 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 75197 members 
Entering Unmasked Estep 
Score: -6172557.000000 Penalty: 5574.655762
	Iteration 62F: 3 clusters Score -6172557 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Entering Unmasked Estep 
Score: -354422.375000 Penalty: 2108.666748
	Iteration 0F: 2 clusters Score -354422.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -349881.437500 Penalty: 4217.333496
	Iteration 0F: 3 clusters Score -349881.4 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -350960.468750 Penalty: 4217.333496
	Iteration 1F: 3 clusters Score -350960.5 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -351186.875000 Penalty: 4217.333496
	Iteration 2F: 3 clusters Score -351186.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -351360.281250 Penalty: 4217.333496
	Iteration 3F: 3 clusters Score -351360.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -351499.375000 Penalty: 4217.333496
	Iteration 4Q: 3 clusters Score -351499.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -351612.656250 Penalty: 4217.333496
	Iteration 5Q: 3 clusters Score -351612.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -351718.656250 Penalty: 4217.333496
	Iteration 6Q: 3 clusters Score -351718.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -351831.531250 Penalty: 4217.333496
	Iteration 7Q: 3 clusters Score -351831.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -351954.468750 Penalty: 4217.333496
	Iteration 8Q: 3 clusters Score -351954.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -352071.343750 Penalty: 4217.333496
	Iteration 9Q: 3 clusters Score -352071.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -352199.375000 Penalty: 4217.333496
	Iteration 10Q: 3 clusters Score -352199.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -352323.093750 Penalty: 4217.333496
	Iteration 11Q: 3 clusters Score -352323.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -352437.187500 Penalty: 4217.333496
	Iteration 12Q: 3 clusters Score -352437.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -352531.031250 Penalty: 4217.333496
	Iteration 13Q: 3 clusters Score -352531 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -352614.875000 Penalty: 4217.333496
	Iteration 14Q: 3 clusters Score -352614.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -352682.500000 Penalty: 4217.333496
	Iteration 15Q: 3 clusters Score -352682.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -352730.750000 Penalty: 4217.333496
	Iteration 16Q: 3 clusters Score -352730.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -352769.156250 Penalty: 4217.333496
	Iteration 17Q: 3 clusters Score -352769.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -352802.718750 Penalty: 4217.333496
	Iteration 18Q: 3 clusters Score -352802.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -352829.406250 Penalty: 4217.333496
	Iteration 19Q: 3 clusters Score -352829.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -352851.687500 Penalty: 4217.333496
	Iteration 20F: 3 clusters Score -352851.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -352883.218750 Penalty: 4217.333496
	Iteration 21Q: 3 clusters Score -352883.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -352911.062500 Penalty: 4217.333496
	Iteration 22Q: 3 clusters Score -352911.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -352922.437500 Penalty: 4217.333496
	Iteration 23Q: 3 clusters Score -352922.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -352928.625000 Penalty: 4217.333496
	Iteration 24Q: 3 clusters Score -352928.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -352934.312500 Penalty: 4217.333496
	Iteration 25Q: 3 clusters Score -352934.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -352936.312500 Penalty: 4217.333496
	Iteration 26Q: 3 clusters Score -352936.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -352936.968750 Penalty: 4217.333496
	Iteration 27Q: 3 clusters Score -352937 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -352938.031250 Penalty: 4217.333496
	Iteration 28Q: 3 clusters Score -352938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -352939.093750 Penalty: 4217.333496
	Iteration 29Q: 3 clusters Score -352939.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -352941.875000 Penalty: 4217.333496
	Iteration 30Q: 3 clusters Score -352941.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -352943.000000 Penalty: 4217.333496
	Iteration 31Q: 3 clusters Score -352943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -352944.000000 Penalty: 4217.333496
	Iteration 32Q: 3 clusters Score -352944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -352944.500000 Penalty: 4217.333496
	Iteration 33Q: 3 clusters Score -352944.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -352944.687500 Penalty: 4217.333496
	Iteration 34Q: 3 clusters Score -352944.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -352944.531250 Penalty: 4217.333496
	Iteration 35Q: 3 clusters Score -352944.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -352944.531250 Penalty: 4217.333496
	Iteration 36F: 3 clusters Score -352944.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (7784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Entering Unmasked Estep 
Score: -600511.687500 Penalty: 2222.036621
	Iteration 0F: 2 clusters Score -600511.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -594230.312500 Penalty: 4444.073242
	Iteration 0F: 3 clusters Score -594230.3 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -595969.687500 Penalty: 4444.073242
	Iteration 1F: 3 clusters Score -595969.7 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -596335.500000 Penalty: 4444.073242
	Iteration 2F: 3 clusters Score -596335.5 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -596692.437500 Penalty: 4444.073242
	Iteration 3F: 3 clusters Score -596692.4 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -597021.875000 Penalty: 4444.073242
	Iteration 4F: 3 clusters Score -597021.9 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -597299.437500 Penalty: 4444.073242
	Iteration 5F: 3 clusters Score -597299.4 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -597568.062500 Penalty: 4444.073242
	Iteration 6Q: 3 clusters Score -597568.1 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -597846.000000 Penalty: 4444.073242
	Iteration 7Q: 3 clusters Score -597846 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -598137.687500 Penalty: 4444.073242
	Iteration 8Q: 3 clusters Score -598137.7 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -598396.312500 Penalty: 4444.073242
	Iteration 9Q: 3 clusters Score -598396.3 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -598637.812500 Penalty: 4444.073242
	Iteration 10Q: 3 clusters Score -598637.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -598862.375000 Penalty: 4444.073242
	Iteration 11Q: 3 clusters Score -598862.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -599023.812500 Penalty: 4444.073242
	Iteration 12Q: 3 clusters Score -599023.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -599114.062500 Penalty: 4444.073242
	Iteration 13Q: 3 clusters Score -599114.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -599171.250000 Penalty: 4444.073242
	Iteration 14Q: 3 clusters Score -599171.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -599212.625000 Penalty: 4444.073242
	Iteration 15Q: 3 clusters Score -599212.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -599240.375000 Penalty: 4444.073242
	Iteration 16Q: 3 clusters Score -599240.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -599254.000000 Penalty: 4444.073242
	Iteration 17Q: 3 clusters Score -599254 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -599265.625000 Penalty: 4444.073242
	Iteration 18Q: 3 clusters Score -599265.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -599277.000000 Penalty: 4444.073242
	Iteration 19Q: 3 clusters Score -599277 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -599285.250000 Penalty: 4444.073242
	Iteration 20F: 3 clusters Score -599285.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -599291.187500 Penalty: 4444.073242
	Iteration 21Q: 3 clusters Score -599291.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -599294.000000 Penalty: 4444.073242
	Iteration 22Q: 3 clusters Score -599294 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -599296.875000 Penalty: 4444.073242
	Iteration 23Q: 3 clusters Score -599296.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -599298.812500 Penalty: 4444.073242
	Iteration 24Q: 3 clusters Score -599298.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -599298.437500 Penalty: 4444.073242
	Iteration 25Q: 3 clusters Score -599298.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -599300.687500 Penalty: 4444.073242
	Iteration 26Q: 3 clusters Score -599300.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -599300.937500 Penalty: 4444.073242
	Iteration 27Q: 3 clusters Score -599300.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -599302.062500 Penalty: 4444.073242
	Iteration 28Q: 3 clusters Score -599302.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -599304.437500 Penalty: 4444.073242
	Iteration 29Q: 3 clusters Score -599304.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -599304.875000 Penalty: 4444.073242
	Iteration 30Q: 3 clusters Score -599304.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -599307.062500 Penalty: 4444.073242
	Iteration 31Q: 3 clusters Score -599307.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -599308.000000 Penalty: 4444.073242
	Iteration 32Q: 3 clusters Score -599308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -599310.625000 Penalty: 4444.073242
	Iteration 33Q: 3 clusters Score -599310.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -599311.687500 Penalty: 4444.073242
	Iteration 34Q: 3 clusters Score -599311.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -599311.687500 Penalty: 4444.073242
	Iteration 35Q: 3 clusters Score -599311.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -599310.500000 Penalty: 4444.073242
	Iteration 36Q: 3 clusters Score -599310.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -599312.500000 Penalty: 4444.073242
	Iteration 37Q: 3 clusters Score -599312.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -599312.187500 Penalty: 4444.073242
	Iteration 38Q: 3 clusters Score -599312.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -599312.187500 Penalty: 4444.073242
	Iteration 39F: 3 clusters Score -599312.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (4022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Entering Unmasked Estep 
Score: -292854.062500 Penalty: 2058.284668
	Iteration 0F: 2 clusters Score -292854.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -288939.593750 Penalty: 4116.569336
	Iteration 0F: 3 clusters Score -288939.6 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -289755.375000 Penalty: 4116.569336
	Iteration 1F: 3 clusters Score -289755.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -289925.750000 Penalty: 4116.569336
	Iteration 2F: 3 clusters Score -289925.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -290047.656250 Penalty: 4116.569336
	Iteration 3Q: 3 clusters Score -290047.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -290131.531250 Penalty: 4116.569336
	Iteration 4Q: 3 clusters Score -290131.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -290185.031250 Penalty: 4116.569336
	Iteration 5Q: 3 clusters Score -290185 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -290229.375000 Penalty: 4116.569336
	Iteration 6Q: 3 clusters Score -290229.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -290269.593750 Penalty: 4116.569336
	Iteration 7Q: 3 clusters Score -290269.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -290303.968750 Penalty: 4116.569336
	Iteration 8Q: 3 clusters Score -290304 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -290338.281250 Penalty: 4116.569336
	Iteration 9Q: 3 clusters Score -290338.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -290363.156250 Penalty: 4116.569336
	Iteration 10Q: 3 clusters Score -290363.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -290389.000000 Penalty: 4116.569336
	Iteration 11Q: 3 clusters Score -290389 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -290411.093750 Penalty: 4116.569336
	Iteration 12Q: 3 clusters Score -290411.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -290435.375000 Penalty: 4116.569336
	Iteration 13Q: 3 clusters Score -290435.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -290460.406250 Penalty: 4116.569336
	Iteration 14Q: 3 clusters Score -290460.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -290485.250000 Penalty: 4116.569336
	Iteration 15Q: 3 clusters Score -290485.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -290524.937500 Penalty: 4116.569336
	Iteration 16Q: 3 clusters Score -290524.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -290564.187500 Penalty: 4116.569336
	Iteration 17Q: 3 clusters Score -290564.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -290598.343750 Penalty: 4116.569336
	Iteration 18Q: 3 clusters Score -290598.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -290627.812500 Penalty: 4116.569336
	Iteration 19Q: 3 clusters Score -290627.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -290660.500000 Penalty: 4116.569336
	Iteration 20F: 3 clusters Score -290660.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -290685.968750 Penalty: 4116.569336
	Iteration 21Q: 3 clusters Score -290686 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -290706.875000 Penalty: 4116.569336
	Iteration 22Q: 3 clusters Score -290706.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -290727.718750 Penalty: 4116.569336
	Iteration 23Q: 3 clusters Score -290727.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -290755.281250 Penalty: 4116.569336
	Iteration 24Q: 3 clusters Score -290755.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -290778.093750 Penalty: 4116.569336
	Iteration 25Q: 3 clusters Score -290778.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -290809.656250 Penalty: 4116.569336
	Iteration 26Q: 3 clusters Score -290809.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -290836.968750 Penalty: 4116.569336
	Iteration 27Q: 3 clusters Score -290837 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -290869.000000 Penalty: 4116.569336
	Iteration 28Q: 3 clusters Score -290869 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -290907.093750 Penalty: 4116.569336
	Iteration 29Q: 3 clusters Score -290907.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -290942.562500 Penalty: 4116.569336
	Iteration 30Q: 3 clusters Score -290942.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -290980.281250 Penalty: 4116.569336
	Iteration 31Q: 3 clusters Score -290980.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -291016.968750 Penalty: 4116.569336
	Iteration 32Q: 3 clusters Score -291017 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -291052.656250 Penalty: 4116.569336
	Iteration 33Q: 3 clusters Score -291052.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -291088.437500 Penalty: 4116.569336
	Iteration 34Q: 3 clusters Score -291088.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -291105.093750 Penalty: 4116.569336
	Iteration 35Q: 3 clusters Score -291105.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -291119.062500 Penalty: 4116.569336
	Iteration 36Q: 3 clusters Score -291119.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -291133.937500 Penalty: 4116.569336
	Iteration 37Q: 3 clusters Score -291133.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -291146.093750 Penalty: 4116.569336
	Iteration 38Q: 3 clusters Score -291146.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -291157.625000 Penalty: 4116.569336
	Iteration 39Q: 3 clusters Score -291157.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -291170.812500 Penalty: 4116.569336
	Iteration 40F: 3 clusters Score -291170.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -291181.875000 Penalty: 4116.569336
	Iteration 41Q: 3 clusters Score -291181.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -291186.312500 Penalty: 4116.569336
	Iteration 42Q: 3 clusters Score -291186.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -291193.250000 Penalty: 4116.569336
	Iteration 43Q: 3 clusters Score -291193.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -291196.687500 Penalty: 4116.569336
	Iteration 44Q: 3 clusters Score -291196.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -291199.250000 Penalty: 4116.569336
	Iteration 45Q: 3 clusters Score -291199.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -291201.437500 Penalty: 4116.569336
	Iteration 46Q: 3 clusters Score -291201.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -291201.437500 Penalty: 4116.569336
	Iteration 47F: 3 clusters Score -291201.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (551662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551662 members 
Entering Unmasked Estep 
Score: -43385788.000000 Penalty: 3278.731201
	Iteration 0F: 2 clusters Score -4.338579e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275840 members 
Mstep: Class 2 contains 275822 members 
Entering Unmasked Estep 
Score: -43012096.000000 Penalty: 6557.462402
	Iteration 0F: 3 clusters Score -4.30121e+07 nChanged 269562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280162 members 
Mstep: Class 2 contains 271500 members 
Entering Unmasked Estep 
Score: -43175436.000000 Penalty: 6557.462402
	Iteration 1F: 3 clusters Score -4.317544e+07 nChanged 13604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283622 members 
Mstep: Class 2 contains 268040 members 
Entering Unmasked Estep 
Score: -43177964.000000 Penalty: 6557.462402
	Iteration 2Q: 3 clusters Score -4.317796e+07 nChanged 16105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289337 members 
Mstep: Class 2 contains 262325 members 
Entering Unmasked Estep 
Score: -43182856.000000 Penalty: 6557.462402
	Iteration 3Q: 3 clusters Score -4.318286e+07 nChanged 19886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298415 members 
Mstep: Class 2 contains 253247 members 
Entering Unmasked Estep 
Score: -43189524.000000 Penalty: 6557.462402
	Iteration 4Q: 3 clusters Score -4.318952e+07 nChanged 25000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312087 members 
Mstep: Class 2 contains 239575 members 
Entering Unmasked Estep 
Score: -43199800.000000 Penalty: 6557.462402
	Iteration 5Q: 3 clusters Score -4.31998e+07 nChanged 30674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331299 members 
Mstep: Class 2 contains 220363 members 
Entering Unmasked Estep 
Score: -43215236.000000 Penalty: 6557.462402
	Iteration 6F: 3 clusters Score -4.321524e+07 nChanged 35364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355865 members 
Mstep: Class 2 contains 195797 members 
Entering Unmasked Estep 
Score: -43236116.000000 Penalty: 6557.462402
	Iteration 7F: 3 clusters Score -4.323612e+07 nChanged 37003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383890 members 
Mstep: Class 2 contains 167772 members 
Entering Unmasked Estep 
Score: -43260148.000000 Penalty: 6557.462402
	Iteration 8F: 3 clusters Score -4.326015e+07 nChanged 34480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411984 members 
Mstep: Class 2 contains 139678 members 
Entering Unmasked Estep 
Score: -43282256.000000 Penalty: 6557.462402
	Iteration 9F: 3 clusters Score -4.328226e+07 nChanged 30195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438369 members 
Mstep: Class 2 contains 113293 members 
Entering Unmasked Estep 
Score: -43302964.000000 Penalty: 6557.462402
	Iteration 10F: 3 clusters Score -4.330296e+07 nChanged 25964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462435 members 
Mstep: Class 2 contains 89227 members 
Entering Unmasked Estep 
Score: -43321616.000000 Penalty: 6557.462402
	Iteration 11Q: 3 clusters Score -4.332162e+07 nChanged 22028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483553 members 
Mstep: Class 2 contains 68109 members 
Entering Unmasked Estep 
Score: -43338544.000000 Penalty: 6557.462402
	Iteration 12Q: 3 clusters Score -4.333854e+07 nChanged 17829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500910 members 
Mstep: Class 2 contains 50752 members 
Entering Unmasked Estep 
Score: -43351856.000000 Penalty: 6557.462402
	Iteration 13Q: 3 clusters Score -4.335186e+07 nChanged 13676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514228 members 
Mstep: Class 2 contains 37434 members 
Entering Unmasked Estep 
Score: -43362384.000000 Penalty: 6557.462402
	Iteration 14Q: 3 clusters Score -4.336238e+07 nChanged 9905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523807 members 
Mstep: Class 2 contains 27855 members 
Entering Unmasked Estep 
Score: -43369888.000000 Penalty: 6557.462402
	Iteration 15Q: 3 clusters Score -4.336989e+07 nChanged 6952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530407 members 
Mstep: Class 2 contains 21255 members 
Entering Unmasked Estep 
Score: -43374744.000000 Penalty: 6557.462402
	Iteration 16Q: 3 clusters Score -4.337474e+07 nChanged 4896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534989 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
Score: -43377812.000000 Penalty: 6557.462402
	Iteration 17Q: 3 clusters Score -4.337781e+07 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538130 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -43379908.000000 Penalty: 6557.462402
	Iteration 18Q: 3 clusters Score -4.337991e+07 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540395 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -43381520.000000 Penalty: 6557.462402
	Iteration 19Q: 3 clusters Score -4.338152e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542055 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -43382308.000000 Penalty: 6557.462402
	Iteration 20F: 3 clusters Score -4.338231e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543219 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -43382964.000000 Penalty: 6557.462402
	Iteration 21Q: 3 clusters Score -4.338296e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544052 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -43383480.000000 Penalty: 6557.462402
	Iteration 22Q: 3 clusters Score -4.338348e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544633 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -43383948.000000 Penalty: 6557.462402
	Iteration 23Q: 3 clusters Score -4.338395e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545052 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -43384232.000000 Penalty: 6557.462402
	Iteration 24Q: 3 clusters Score -4.338423e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545369 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -43384500.000000 Penalty: 6557.462402
	Iteration 25Q: 3 clusters Score -4.33845e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545595 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -43384828.000000 Penalty: 6557.462402
	Iteration 26Q: 3 clusters Score -4.338483e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545694 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -43385032.000000 Penalty: 6557.462402
	Iteration 27Q: 3 clusters Score -4.338503e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545759 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -43385276.000000 Penalty: 6557.462402
	Iteration 28Q: 3 clusters Score -4.338528e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545782 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -43385580.000000 Penalty: 6557.462402
	Iteration 29Q: 3 clusters Score -4.338558e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545790 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -43385792.000000 Penalty: 6557.462402
	Iteration 30Q: 3 clusters Score -4.338579e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545760 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -43385936.000000 Penalty: 6557.462402
	Iteration 31Q: 3 clusters Score -4.338594e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545666 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -43386044.000000 Penalty: 6557.462402
	Iteration 32Q: 3 clusters Score -4.338604e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545510 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -43386128.000000 Penalty: 6557.462402
	Iteration 33Q: 3 clusters Score -4.338613e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545341 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -43386168.000000 Penalty: 6557.462402
	Iteration 34Q: 3 clusters Score -4.338617e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545179 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -43386280.000000 Penalty: 6557.462402
	Iteration 35Q: 3 clusters Score -4.338628e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545019 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -43386348.000000 Penalty: 6557.462402
	Iteration 36Q: 3 clusters Score -4.338635e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544894 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -43386396.000000 Penalty: 6557.462402
	Iteration 37Q: 3 clusters Score -4.33864e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544787 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -43386444.000000 Penalty: 6557.462402
	Iteration 38Q: 3 clusters Score -4.338644e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544711 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -43386516.000000 Penalty: 6557.462402
	Iteration 39Q: 3 clusters Score -4.338652e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544647 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -43386608.000000 Penalty: 6557.462402
	Iteration 40F: 3 clusters Score -4.338661e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544547 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -43386600.000000 Penalty: 6557.462402
	Iteration 41Q: 3 clusters Score -4.33866e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544457 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -43386628.000000 Penalty: 6557.462402
	Iteration 42Q: 3 clusters Score -4.338663e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544380 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -43386664.000000 Penalty: 6557.462402
	Iteration 43Q: 3 clusters Score -4.338666e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544333 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -43386716.000000 Penalty: 6557.462402
	Iteration 44Q: 3 clusters Score -4.338672e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544281 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -43386772.000000 Penalty: 6557.462402
	Iteration 45Q: 3 clusters Score -4.338677e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544239 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -43386800.000000 Penalty: 6557.462402
	Iteration 46Q: 3 clusters Score -4.33868e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544191 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -43386772.000000 Penalty: 6557.462402
	Iteration 47Q: 3 clusters Score -4.338677e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544145 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -43386808.000000 Penalty: 6557.462402
	Iteration 48Q: 3 clusters Score -4.338681e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544114 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -43386812.000000 Penalty: 6557.462402
	Iteration 49Q: 3 clusters Score -4.338681e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544074 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -43386812.000000 Penalty: 6557.462402
	Iteration 50Q: 3 clusters Score -4.338681e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544043 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -43386792.000000 Penalty: 6557.462402
	Iteration 51Q: 3 clusters Score -4.338679e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544019 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -43386828.000000 Penalty: 6557.462402
	Iteration 52Q: 3 clusters Score -4.338683e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543997 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -43386820.000000 Penalty: 6557.462402
	Iteration 53Q: 3 clusters Score -4.338682e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543975 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -43386848.000000 Penalty: 6557.462402
	Iteration 54Q: 3 clusters Score -4.338685e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543958 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -43386864.000000 Penalty: 6557.462402
	Iteration 55Q: 3 clusters Score -4.338686e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543948 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -43386856.000000 Penalty: 6557.462402
	Iteration 56Q: 3 clusters Score -4.338686e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543938 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -43386852.000000 Penalty: 6557.462402
	Iteration 57Q: 3 clusters Score -4.338685e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543931 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -43386820.000000 Penalty: 6557.462402
	Iteration 58Q: 3 clusters Score -4.338682e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543928 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -43386796.000000 Penalty: 6557.462402
	Iteration 59Q: 3 clusters Score -4.33868e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543922 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -43386776.000000 Penalty: 6557.462402
	Iteration 60F: 3 clusters Score -4.338678e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543909 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -43386780.000000 Penalty: 6557.462402
	Iteration 61Q: 3 clusters Score -4.338678e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543899 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -43386792.000000 Penalty: 6557.462402
	Iteration 62Q: 3 clusters Score -4.338679e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543886 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -43386816.000000 Penalty: 6557.462402
	Iteration 63Q: 3 clusters Score -4.338682e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543871 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -43386820.000000 Penalty: 6557.462402
	Iteration 64Q: 3 clusters Score -4.338682e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543865 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -43386832.000000 Penalty: 6557.462402
	Iteration 65Q: 3 clusters Score -4.338683e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543854 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -43386860.000000 Penalty: 6557.462402
	Iteration 66Q: 3 clusters Score -4.338686e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543849 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -43386868.000000 Penalty: 6557.462402
	Iteration 67Q: 3 clusters Score -4.338687e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543843 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -43386836.000000 Penalty: 6557.462402
	Iteration 68Q: 3 clusters Score -4.338684e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543840 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -43386832.000000 Penalty: 6557.462402
	Iteration 69Q: 3 clusters Score -4.338683e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543838 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -43386832.000000 Penalty: 6557.462402
	Iteration 70Q: 3 clusters Score -4.338683e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543837 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -43386840.000000 Penalty: 6557.462402
	Iteration 71Q: 3 clusters Score -4.338684e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543836 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -43386852.000000 Penalty: 6557.462402
	Iteration 72Q: 3 clusters Score -4.338685e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543836 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -43386852.000000 Penalty: 6557.462402
	Iteration 73F: 3 clusters Score -4.338685e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120139 members 
Mstep: Class 2 contains 47028 members 
Mstep: Class 3 contains 1252 members 
Mstep: Class 4 contains 152056 members 
Mstep: Class 5 contains 8904 members 
Mstep: Class 6 contains 9903 members 
Mstep: Class 7 contains 32359 members 
Mstep: Class 8 contains 3223 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3382 members 
Mstep: Class 11 contains 8132 members 
Mstep: Class 12 contains 13496 members 
Mstep: Class 13 contains 64197 members 
Mstep: Class 14 contains 2407 members 
Mstep: Class 15 contains 23321 members 
Mstep: Class 16 contains 4320 members 
Mstep: Class 17 contains 15848 members 
Mstep: Class 18 contains 75934 members 
Mstep: Class 19 contains 8721 members 
Mstep: Class 20 contains 20968 members 
Mstep: Class 21 contains 23775 members 
Mstep: Class 22 contains 8438 members 
Mstep: Class 23 contains 2338 members 
Mstep: Class 24 contains 68746 members 
Mstep: Class 25 contains 15629 members 
Mstep: Class 26 contains 4756 members 
Mstep: Class 27 contains 61211 members 
Mstep: Class 28 contains 5628 members 
Mstep: Class 29 contains 6466 members 
Mstep: Class 30 contains 3193 members 
Mstep: Class 31 contains 76056 members 
Mstep: Class 32 contains 4928 members 
Mstep: Class 33 contains 7784 members 
Mstep: Class 34 contains 4022 members 
Mstep: Class 35 contains 543836 members 
Mstep: Class 36 contains 7826 members 
Entering Unmasked Estep 
Score: -111983744.000000 Penalty: 126742.460938
Splitting cluster 35 changes total score from -111982800.000000 to -111983744.000000
So it's getting split into cluster 36.
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120139 members 
Mstep: Class 2 contains 47028 members 
Mstep: Class 3 contains 1252 members 
Mstep: Class 4 contains 152056 members 
Mstep: Class 5 contains 8904 members 
Mstep: Class 6 contains 9903 members 
Mstep: Class 7 contains 32359 members 
Mstep: Class 8 contains 3223 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3382 members 
Mstep: Class 11 contains 8132 members 
Mstep: Class 12 contains 13496 members 
Mstep: Class 13 contains 64197 members 
Mstep: Class 14 contains 2407 members 
Mstep: Class 15 contains 23321 members 
Mstep: Class 16 contains 4320 members 
Mstep: Class 17 contains 15848 members 
Mstep: Class 18 contains 75934 members 
Mstep: Class 19 contains 8721 members 
Mstep: Class 20 contains 20968 members 
Mstep: Class 21 contains 23775 members 
Mstep: Class 22 contains 8438 members 
Mstep: Class 23 contains 2338 members 
Mstep: Class 24 contains 68746 members 
Mstep: Class 25 contains 15629 members 
Mstep: Class 26 contains 4756 members 
Mstep: Class 27 contains 61211 members 
Mstep: Class 28 contains 5628 members 
Mstep: Class 29 contains 6466 members 
Mstep: Class 30 contains 3193 members 
Mstep: Class 31 contains 76056 members 
Mstep: Class 32 contains 4928 members 
Mstep: Class 33 contains 7784 members 
Mstep: Class 34 contains 4022 members 
Mstep: Class 35 contains 543836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984104.000000 Penalty: 126742.460938
Iteration 239Q: 37 clusters Score -1.119841e+08 nChanged 4182
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120115 members 
Mstep: Class 2 contains 47033 members 
Mstep: Class 3 contains 1252 members 
Mstep: Class 4 contains 152057 members 
Mstep: Class 5 contains 8904 members 
Mstep: Class 6 contains 9893 members 
Mstep: Class 7 contains 32392 members 
Mstep: Class 8 contains 3223 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3382 members 
Mstep: Class 11 contains 8132 members 
Mstep: Class 12 contains 13650 members 
Mstep: Class 13 contains 63838 members 
Mstep: Class 14 contains 2407 members 
Mstep: Class 15 contains 23367 members 
Mstep: Class 16 contains 4320 members 
Mstep: Class 17 contains 15889 members 
Mstep: Class 18 contains 76037 members 
Mstep: Class 19 contains 8721 members 
Mstep: Class 20 contains 21002 members 
Mstep: Class 21 contains 23780 members 
Mstep: Class 22 contains 8438 members 
Mstep: Class 23 contains 2343 members 
Mstep: Class 24 contains 69411 members 
Mstep: Class 25 contains 15614 members 
Mstep: Class 26 contains 4756 members 
Mstep: Class 27 contains 61289 members 
Mstep: Class 28 contains 5627 members 
Mstep: Class 29 contains 6466 members 
Mstep: Class 30 contains 3193 members 
Mstep: Class 31 contains 76385 members 
Mstep: Class 32 contains 4936 members 
Mstep: Class 33 contains 7785 members 
Mstep: Class 34 contains 4022 members 
Mstep: Class 35 contains 542762 members 
Mstep: Class 36 contains 7801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111985312.000000 Penalty: 126742.460938
Iteration 240F: 37 clusters Score -1.119853e+08 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120108 members 
Mstep: Class 2 contains 47044 members 
Mstep: Class 3 contains 1252 members 
Mstep: Class 4 contains 152062 members 
Mstep: Class 5 contains 8904 members 
Mstep: Class 6 contains 9868 members 
Mstep: Class 7 contains 32405 members 
Mstep: Class 8 contains 3223 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3382 members 
Mstep: Class 11 contains 8132 members 
Mstep: Class 12 contains 13582 members 
Mstep: Class 13 contains 63550 members 
Mstep: Class 14 contains 2407 members 
Mstep: Class 15 contains 23390 members 
Mstep: Class 16 contains 4318 members 
Mstep: Class 17 contains 15922 members 
Mstep: Class 18 contains 75984 members 
Mstep: Class 19 contains 8721 members 
Mstep: Class 20 contains 21034 members 
Mstep: Class 21 contains 23784 members 
Mstep: Class 22 contains 8438 members 
Mstep: Class 23 contains 2340 members 
Mstep: Class 24 contains 69378 members 
Mstep: Class 25 contains 15605 members 
Mstep: Class 26 contains 4759 members 
Mstep: Class 27 contains 61295 members 
Mstep: Class 28 contains 5627 members 
Mstep: Class 29 contains 6458 members 
Mstep: Class 30 contains 3193 members 
Mstep: Class 31 contains 76382 members 
Mstep: Class 32 contains 4941 members 
Mstep: Class 33 contains 7785 members 
Mstep: Class 34 contains 4024 members 
Mstep: Class 35 contains 541911 members 
Mstep: Class 36 contains 9014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111985920.000000 Penalty: 126742.460938
Iteration 241Q: 37 clusters Score -1.119859e+08 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120103 members 
Mstep: Class 2 contains 47057 members 
Mstep: Class 3 contains 1252 members 
Mstep: Class 4 contains 152061 members 
Mstep: Class 5 contains 8904 members 
Mstep: Class 6 contains 9861 members 
Mstep: Class 7 contains 32418 members 
Mstep: Class 8 contains 3224 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3382 members 
Mstep: Class 11 contains 8132 members 
Mstep: Class 12 contains 13553 members 
Mstep: Class 13 contains 63339 members 
Mstep: Class 14 contains 2407 members 
Mstep: Class 15 contains 23406 members 
Mstep: Class 16 contains 4316 members 
Mstep: Class 17 contains 15967 members 
Mstep: Class 18 contains 75944 members 
Mstep: Class 19 contains 8721 members 
Mstep: Class 20 contains 21071 members 
Mstep: Class 21 contains 23782 members 
Mstep: Class 22 contains 8438 members 
Mstep: Class 23 contains 2339 members 
Mstep: Class 24 contains 69212 members 
Mstep: Class 25 contains 15601 members 
Mstep: Class 26 contains 4760 members 
Mstep: Class 27 contains 61294 members 
Mstep: Class 28 contains 5624 members 
Mstep: Class 29 contains 6448 members 
Mstep: Class 30 contains 3192 members 
Mstep: Class 31 contains 76406 members 
Mstep: Class 32 contains 4940 members 
Mstep: Class 33 contains 7786 members 
Mstep: Class 34 contains 4023 members 
Mstep: Class 35 contains 541341 members 
Mstep: Class 36 contains 9918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111986488.000000 Penalty: 126742.460938
Iteration 242Q: 37 clusters Score -1.119865e+08 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120111 members 
Mstep: Class 2 contains 47073 members 
Mstep: Class 3 contains 1252 members 
Mstep: Class 4 contains 152059 members 
Mstep: Class 5 contains 8903 members 
Mstep: Class 6 contains 9840 members 
Mstep: Class 7 contains 32422 members 
Mstep: Class 8 contains 3223 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3383 members 
Mstep: Class 11 contains 8132 members 
Mstep: Class 12 contains 13522 members 
Mstep: Class 13 contains 63185 members 
Mstep: Class 14 contains 2407 members 
Mstep: Class 15 contains 23413 members 
Mstep: Class 16 contains 4316 members 
Mstep: Class 17 contains 15999 members 
Mstep: Class 18 contains 75928 members 
Mstep: Class 19 contains 8721 members 
Mstep: Class 20 contains 21089 members 
Mstep: Class 21 contains 23777 members 
Mstep: Class 22 contains 8438 members 
Mstep: Class 23 contains 2335 members 
Mstep: Class 24 contains 68967 members 
Mstep: Class 25 contains 15607 members 
Mstep: Class 26 contains 4762 members 
Mstep: Class 27 contains 61299 members 
Mstep: Class 28 contains 5615 members 
Mstep: Class 29 contains 6439 members 
Mstep: Class 30 contains 3192 members 
Mstep: Class 31 contains 76403 members 
Mstep: Class 32 contains 4946 members 
Mstep: Class 33 contains 7789 members 
Mstep: Class 34 contains 4025 members 
Mstep: Class 35 contains 540804 members 
Mstep: Class 36 contains 10846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111986472.000000 Penalty: 126742.460938
Iteration 243Q: 37 clusters Score -1.119865e+08 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120133 members 
Mstep: Class 2 contains 47085 members 
Mstep: Class 3 contains 1252 members 
Mstep: Class 4 contains 152062 members 
Mstep: Class 5 contains 8903 members 
Mstep: Class 6 contains 9827 members 
Mstep: Class 7 contains 32412 members 
Mstep: Class 8 contains 3224 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3383 members 
Mstep: Class 11 contains 8132 members 
Mstep: Class 12 contains 13527 members 
Mstep: Class 13 contains 63075 members 
Mstep: Class 14 contains 2407 members 
Mstep: Class 15 contains 23410 members 
Mstep: Class 16 contains 4316 members 
Mstep: Class 17 contains 16024 members 
Mstep: Class 18 contains 75908 members 
Mstep: Class 19 contains 8720 members 
Mstep: Class 20 contains 21107 members 
Mstep: Class 21 contains 23769 members 
Mstep: Class 22 contains 8438 members 
Mstep: Class 23 contains 2332 members 
Mstep: Class 24 contains 68684 members 
Mstep: Class 25 contains 15610 members 
Mstep: Class 26 contains 4762 members 
Mstep: Class 27 contains 61300 members 
Mstep: Class 28 contains 5610 members 
Mstep: Class 29 contains 6424 members 
Mstep: Class 30 contains 3192 members 
Mstep: Class 31 contains 76434 members 
Mstep: Class 32 contains 4952 members 
Mstep: Class 33 contains 7792 members 
Mstep: Class 34 contains 4025 members 
Mstep: Class 35 contains 540299 members 
Mstep: Class 36 contains 11692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111986928.000000 Penalty: 126742.460938
Iteration 244Q: 37 clusters Score -1.119869e+08 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120125 members 
Mstep: Class 2 contains 47106 members 
Mstep: Class 3 contains 1252 members 
Mstep: Class 4 contains 152063 members 
Mstep: Class 5 contains 8903 members 
Mstep: Class 6 contains 9815 members 
Mstep: Class 7 contains 32415 members 
Mstep: Class 8 contains 3225 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3384 members 
Mstep: Class 11 contains 8132 members 
Mstep: Class 12 contains 13536 members 
Mstep: Class 13 contains 62977 members 
Mstep: Class 14 contains 2407 members 
Mstep: Class 15 contains 23407 members 
Mstep: Class 16 contains 4317 members 
Mstep: Class 17 contains 16039 members 
Mstep: Class 18 contains 75894 members 
Mstep: Class 19 contains 8720 members 
Mstep: Class 20 contains 21122 members 
Mstep: Class 21 contains 23760 members 
Mstep: Class 22 contains 8438 members 
Mstep: Class 23 contains 2330 members 
Mstep: Class 24 contains 68387 members 
Mstep: Class 25 contains 15610 members 
Mstep: Class 26 contains 4762 members 
Mstep: Class 27 contains 61304 members 
Mstep: Class 28 contains 5608 members 
Mstep: Class 29 contains 6415 members 
Mstep: Class 30 contains 3192 members 
Mstep: Class 31 contains 76470 members 
Mstep: Class 32 contains 4954 members 
Mstep: Class 33 contains 7791 members 
Mstep: Class 34 contains 4026 members 
Mstep: Class 35 contains 539847 members 
Mstep: Class 36 contains 12489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111987624.000000 Penalty: 126742.460938
Iteration 245Q: 37 clusters Score -1.119876e+08 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120134 members 
Mstep: Class 2 contains 47122 members 
Mstep: Class 3 contains 1252 members 
Mstep: Class 4 contains 152063 members 
Mstep: Class 5 contains 8903 members 
Mstep: Class 6 contains 9793 members 
Mstep: Class 7 contains 32411 members 
Mstep: Class 8 contains 3226 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3385 members 
Mstep: Class 11 contains 8132 members 
Mstep: Class 12 contains 13541 members 
Mstep: Class 13 contains 62880 members 
Mstep: Class 14 contains 2407 members 
Mstep: Class 15 contains 23399 members 
Mstep: Class 16 contains 4317 members 
Mstep: Class 17 contains 16059 members 
Mstep: Class 18 contains 75883 members 
Mstep: Class 19 contains 8720 members 
Mstep: Class 20 contains 21139 members 
Mstep: Class 21 contains 23755 members 
Mstep: Class 22 contains 8438 members 
Mstep: Class 23 contains 2327 members 
Mstep: Class 24 contains 68122 members 
Mstep: Class 25 contains 15612 members 
Mstep: Class 26 contains 4760 members 
Mstep: Class 27 contains 61307 members 
Mstep: Class 28 contains 5602 members 
Mstep: Class 29 contains 6405 members 
Mstep: Class 30 contains 3192 members 
Mstep: Class 31 contains 76529 members 
Mstep: Class 32 contains 4958 members 
Mstep: Class 33 contains 7791 members 
Mstep: Class 34 contains 4028 members 
Mstep: Class 35 contains 539417 members 
Mstep: Class 36 contains 13213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988112.000000 Penalty: 126742.460938
Iteration 246Q: 37 clusters Score -1.119881e+08 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120140 members 
Mstep: Class 2 contains 47136 members 
Mstep: Class 3 contains 1252 members 
Mstep: Class 4 contains 152065 members 
Mstep: Class 5 contains 8903 members 
Mstep: Class 6 contains 9773 members 
Mstep: Class 7 contains 32421 members 
Mstep: Class 8 contains 3226 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3385 members 
Mstep: Class 11 contains 8132 members 
Mstep: Class 12 contains 13549 members 
Mstep: Class 13 contains 62781 members 
Mstep: Class 14 contains 2407 members 
Mstep: Class 15 contains 23388 members 
Mstep: Class 16 contains 4317 members 
Mstep: Class 17 contains 16078 members 
Mstep: Class 18 contains 75868 members 
Mstep: Class 19 contains 8720 members 
Mstep: Class 20 contains 21149 members 
Mstep: Class 21 contains 23750 members 
Mstep: Class 22 contains 8438 members 
Mstep: Class 23 contains 2327 members 
Mstep: Class 24 contains 67850 members 
Mstep: Class 25 contains 15609 members 
Mstep: Class 26 contains 4759 members 
Mstep: Class 27 contains 61310 members 
Mstep: Class 28 contains 5597 members 
Mstep: Class 29 contains 6399 members 
Mstep: Class 30 contains 3192 members 
Mstep: Class 31 contains 76595 members 
Mstep: Class 32 contains 4958 members 
Mstep: Class 33 contains 7790 members 
Mstep: Class 34 contains 4027 members 
Mstep: Class 35 contains 539010 members 
Mstep: Class 36 contains 13921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988536.000000 Penalty: 126742.460938
Iteration 247Q: 37 clusters Score -1.119885e+08 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120149 members 
Mstep: Class 2 contains 47145 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152060 members 
Mstep: Class 5 contains 8903 members 
Mstep: Class 6 contains 9755 members 
Mstep: Class 7 contains 32419 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3385 members 
Mstep: Class 11 contains 8132 members 
Mstep: Class 12 contains 13553 members 
Mstep: Class 13 contains 62696 members 
Mstep: Class 14 contains 2407 members 
Mstep: Class 15 contains 23383 members 
Mstep: Class 16 contains 4318 members 
Mstep: Class 17 contains 16096 members 
Mstep: Class 18 contains 75851 members 
Mstep: Class 19 contains 8720 members 
Mstep: Class 20 contains 21160 members 
Mstep: Class 21 contains 23746 members 
Mstep: Class 22 contains 8438 members 
Mstep: Class 23 contains 2326 members 
Mstep: Class 24 contains 67583 members 
Mstep: Class 25 contains 15610 members 
Mstep: Class 26 contains 4762 members 
Mstep: Class 27 contains 61312 members 
Mstep: Class 28 contains 5599 members 
Mstep: Class 29 contains 6392 members 
Mstep: Class 30 contains 3191 members 
Mstep: Class 31 contains 76657 members 
Mstep: Class 32 contains 4963 members 
Mstep: Class 33 contains 7788 members 
Mstep: Class 34 contains 4027 members 
Mstep: Class 35 contains 538596 members 
Mstep: Class 36 contains 14620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988376.000000 Penalty: 126742.460938
Iteration 248Q: 37 clusters Score -1.119884e+08 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120157 members 
Mstep: Class 2 contains 47153 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152062 members 
Mstep: Class 5 contains 8903 members 
Mstep: Class 6 contains 9740 members 
Mstep: Class 7 contains 32416 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3385 members 
Mstep: Class 11 contains 8132 members 
Mstep: Class 12 contains 13560 members 
Mstep: Class 13 contains 62629 members 
Mstep: Class 14 contains 2407 members 
Mstep: Class 15 contains 23382 members 
Mstep: Class 16 contains 4318 members 
Mstep: Class 17 contains 16122 members 
Mstep: Class 18 contains 75840 members 
Mstep: Class 19 contains 8720 members 
Mstep: Class 20 contains 21168 members 
Mstep: Class 21 contains 23740 members 
Mstep: Class 22 contains 8438 members 
Mstep: Class 23 contains 2325 members 
Mstep: Class 24 contains 67339 members 
Mstep: Class 25 contains 15610 members 
Mstep: Class 26 contains 4763 members 
Mstep: Class 27 contains 61322 members 
Mstep: Class 28 contains 5593 members 
Mstep: Class 29 contains 6381 members 
Mstep: Class 30 contains 3190 members 
Mstep: Class 31 contains 76706 members 
Mstep: Class 32 contains 4964 members 
Mstep: Class 33 contains 7786 members 
Mstep: Class 34 contains 4027 members 
Mstep: Class 35 contains 538181 members 
Mstep: Class 36 contains 15283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988512.000000 Penalty: 126742.460938
Iteration 249Q: 37 clusters Score -1.119885e+08 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120154 members 
Mstep: Class 2 contains 47157 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152063 members 
Mstep: Class 5 contains 8903 members 
Mstep: Class 6 contains 9728 members 
Mstep: Class 7 contains 32419 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3385 members 
Mstep: Class 11 contains 8132 members 
Mstep: Class 12 contains 13567 members 
Mstep: Class 13 contains 62576 members 
Mstep: Class 14 contains 2407 members 
Mstep: Class 15 contains 23387 members 
Mstep: Class 16 contains 4320 members 
Mstep: Class 17 contains 16139 members 
Mstep: Class 18 contains 75833 members 
Mstep: Class 19 contains 8721 members 
Mstep: Class 20 contains 21179 members 
Mstep: Class 21 contains 23736 members 
Mstep: Class 22 contains 8438 members 
Mstep: Class 23 contains 2323 members 
Mstep: Class 24 contains 67115 members 
Mstep: Class 25 contains 15602 members 
Mstep: Class 26 contains 4764 members 
Mstep: Class 27 contains 61324 members 
Mstep: Class 28 contains 5591 members 
Mstep: Class 29 contains 6371 members 
Mstep: Class 30 contains 3189 members 
Mstep: Class 31 contains 76765 members 
Mstep: Class 32 contains 4972 members 
Mstep: Class 33 contains 7787 members 
Mstep: Class 34 contains 4027 members 
Mstep: Class 35 contains 537717 members 
Mstep: Class 36 contains 15951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988360.000000 Penalty: 126742.460938
Iteration 250Q: 37 clusters Score -1.119884e+08 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120153 members 
Mstep: Class 2 contains 47161 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152060 members 
Mstep: Class 5 contains 8902 members 
Mstep: Class 6 contains 9713 members 
Mstep: Class 7 contains 32423 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3385 members 
Mstep: Class 11 contains 8133 members 
Mstep: Class 12 contains 13582 members 
Mstep: Class 13 contains 62526 members 
Mstep: Class 14 contains 2407 members 
Mstep: Class 15 contains 23378 members 
Mstep: Class 16 contains 4320 members 
Mstep: Class 17 contains 16158 members 
Mstep: Class 18 contains 75832 members 
Mstep: Class 19 contains 8721 members 
Mstep: Class 20 contains 21194 members 
Mstep: Class 21 contains 23728 members 
Mstep: Class 22 contains 8438 members 
Mstep: Class 23 contains 2322 members 
Mstep: Class 24 contains 66916 members 
Mstep: Class 25 contains 15601 members 
Mstep: Class 26 contains 4768 members 
Mstep: Class 27 contains 61327 members 
Mstep: Class 28 contains 5590 members 
Mstep: Class 29 contains 6364 members 
Mstep: Class 30 contains 3190 members 
Mstep: Class 31 contains 76820 members 
Mstep: Class 32 contains 4972 members 
Mstep: Class 33 contains 7787 members 
Mstep: Class 34 contains 4027 members 
Mstep: Class 35 contains 537299 members 
Mstep: Class 36 contains 16545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988400.000000 Penalty: 126742.460938
Iteration 251Q: 37 clusters Score -1.119884e+08 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120160 members 
Mstep: Class 2 contains 47168 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152058 members 
Mstep: Class 5 contains 8903 members 
Mstep: Class 6 contains 9704 members 
Mstep: Class 7 contains 32425 members 
Mstep: Class 8 contains 3226 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3386 members 
Mstep: Class 11 contains 8133 members 
Mstep: Class 12 contains 13593 members 
Mstep: Class 13 contains 62453 members 
Mstep: Class 14 contains 2406 members 
Mstep: Class 15 contains 23369 members 
Mstep: Class 16 contains 4321 members 
Mstep: Class 17 contains 16180 members 
Mstep: Class 18 contains 75834 members 
Mstep: Class 19 contains 8721 members 
Mstep: Class 20 contains 21210 members 
Mstep: Class 21 contains 23723 members 
Mstep: Class 22 contains 8438 members 
Mstep: Class 23 contains 2319 members 
Mstep: Class 24 contains 66702 members 
Mstep: Class 25 contains 15602 members 
Mstep: Class 26 contains 4768 members 
Mstep: Class 27 contains 61339 members 
Mstep: Class 28 contains 5587 members 
Mstep: Class 29 contains 6359 members 
Mstep: Class 30 contains 3190 members 
Mstep: Class 31 contains 76867 members 
Mstep: Class 32 contains 4973 members 
Mstep: Class 33 contains 7787 members 
Mstep: Class 34 contains 4027 members 
Mstep: Class 35 contains 536911 members 
Mstep: Class 36 contains 17127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988552.000000 Penalty: 126742.460938
Iteration 252Q: 37 clusters Score -1.119886e+08 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120164 members 
Mstep: Class 2 contains 47171 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152056 members 
Mstep: Class 5 contains 8903 members 
Mstep: Class 6 contains 9697 members 
Mstep: Class 7 contains 32433 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3388 members 
Mstep: Class 11 contains 8133 members 
Mstep: Class 12 contains 13601 members 
Mstep: Class 13 contains 62380 members 
Mstep: Class 14 contains 2406 members 
Mstep: Class 15 contains 23365 members 
Mstep: Class 16 contains 4321 members 
Mstep: Class 17 contains 16205 members 
Mstep: Class 18 contains 75837 members 
Mstep: Class 19 contains 8722 members 
Mstep: Class 20 contains 21226 members 
Mstep: Class 21 contains 23714 members 
Mstep: Class 22 contains 8438 members 
Mstep: Class 23 contains 2311 members 
Mstep: Class 24 contains 66492 members 
Mstep: Class 25 contains 15604 members 
Mstep: Class 26 contains 4769 members 
Mstep: Class 27 contains 61350 members 
Mstep: Class 28 contains 5585 members 
Mstep: Class 29 contains 6352 members 
Mstep: Class 30 contains 3190 members 
Mstep: Class 31 contains 76906 members 
Mstep: Class 32 contains 4974 members 
Mstep: Class 33 contains 7789 members 
Mstep: Class 34 contains 4026 members 
Mstep: Class 35 contains 536554 members 
Mstep: Class 36 contains 17680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988528.000000 Penalty: 126742.460938
Iteration 253Q: 37 clusters Score -1.119885e+08 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120179 members 
Mstep: Class 2 contains 47172 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152055 members 
Mstep: Class 5 contains 8903 members 
Mstep: Class 6 contains 9696 members 
Mstep: Class 7 contains 32445 members 
Mstep: Class 8 contains 3228 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3388 members 
Mstep: Class 11 contains 8133 members 
Mstep: Class 12 contains 13610 members 
Mstep: Class 13 contains 62308 members 
Mstep: Class 14 contains 2406 members 
Mstep: Class 15 contains 23363 members 
Mstep: Class 16 contains 4319 members 
Mstep: Class 17 contains 16218 members 
Mstep: Class 18 contains 75835 members 
Mstep: Class 19 contains 8723 members 
Mstep: Class 20 contains 21240 members 
Mstep: Class 21 contains 23713 members 
Mstep: Class 22 contains 8438 members 
Mstep: Class 23 contains 2309 members 
Mstep: Class 24 contains 66247 members 
Mstep: Class 25 contains 15598 members 
Mstep: Class 26 contains 4772 members 
Mstep: Class 27 contains 61364 members 
Mstep: Class 28 contains 5585 members 
Mstep: Class 29 contains 6341 members 
Mstep: Class 30 contains 3190 members 
Mstep: Class 31 contains 76947 members 
Mstep: Class 32 contains 4980 members 
Mstep: Class 33 contains 7790 members 
Mstep: Class 34 contains 4026 members 
Mstep: Class 35 contains 536214 members 
Mstep: Class 36 contains 18234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988536.000000 Penalty: 126742.460938
Iteration 254Q: 37 clusters Score -1.119885e+08 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120204 members 
Mstep: Class 2 contains 47175 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152055 members 
Mstep: Class 5 contains 8903 members 
Mstep: Class 6 contains 9690 members 
Mstep: Class 7 contains 32453 members 
Mstep: Class 8 contains 3229 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3389 members 
Mstep: Class 11 contains 8133 members 
Mstep: Class 12 contains 13620 members 
Mstep: Class 13 contains 62230 members 
Mstep: Class 14 contains 2406 members 
Mstep: Class 15 contains 23365 members 
Mstep: Class 16 contains 4319 members 
Mstep: Class 17 contains 16232 members 
Mstep: Class 18 contains 75832 members 
Mstep: Class 19 contains 8723 members 
Mstep: Class 20 contains 21256 members 
Mstep: Class 21 contains 23716 members 
Mstep: Class 22 contains 8438 members 
Mstep: Class 23 contains 2308 members 
Mstep: Class 24 contains 65992 members 
Mstep: Class 25 contains 15587 members 
Mstep: Class 26 contains 4772 members 
Mstep: Class 27 contains 61383 members 
Mstep: Class 28 contains 5588 members 
Mstep: Class 29 contains 6334 members 
Mstep: Class 30 contains 3190 members 
Mstep: Class 31 contains 76995 members 
Mstep: Class 32 contains 4984 members 
Mstep: Class 33 contains 7790 members 
Mstep: Class 34 contains 4026 members 
Mstep: Class 35 contains 535930 members 
Mstep: Class 36 contains 18722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988440.000000 Penalty: 126742.460938
Iteration 255Q: 37 clusters Score -1.119884e+08 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120226 members 
Mstep: Class 2 contains 47181 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152056 members 
Mstep: Class 5 contains 8903 members 
Mstep: Class 6 contains 9687 members 
Mstep: Class 7 contains 32464 members 
Mstep: Class 8 contains 3229 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3390 members 
Mstep: Class 11 contains 8133 members 
Mstep: Class 12 contains 13617 members 
Mstep: Class 13 contains 62178 members 
Mstep: Class 14 contains 2407 members 
Mstep: Class 15 contains 23362 members 
Mstep: Class 16 contains 4319 members 
Mstep: Class 17 contains 16254 members 
Mstep: Class 18 contains 75834 members 
Mstep: Class 19 contains 8723 members 
Mstep: Class 20 contains 21271 members 
Mstep: Class 21 contains 23717 members 
Mstep: Class 22 contains 8438 members 
Mstep: Class 23 contains 2307 members 
Mstep: Class 24 contains 65802 members 
Mstep: Class 25 contains 15577 members 
Mstep: Class 26 contains 4772 members 
Mstep: Class 27 contains 61395 members 
Mstep: Class 28 contains 5589 members 
Mstep: Class 29 contains 6326 members 
Mstep: Class 30 contains 3190 members 
Mstep: Class 31 contains 77034 members 
Mstep: Class 32 contains 4981 members 
Mstep: Class 33 contains 7790 members 
Mstep: Class 34 contains 4026 members 
Mstep: Class 35 contains 535619 members 
Mstep: Class 36 contains 19172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988344.000000 Penalty: 126742.460938
Iteration 256Q: 37 clusters Score -1.119883e+08 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120239 members 
Mstep: Class 2 contains 47183 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152060 members 
Mstep: Class 5 contains 8903 members 
Mstep: Class 6 contains 9685 members 
Mstep: Class 7 contains 32470 members 
Mstep: Class 8 contains 3230 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3390 members 
Mstep: Class 11 contains 8133 members 
Mstep: Class 12 contains 13626 members 
Mstep: Class 13 contains 62116 members 
Mstep: Class 14 contains 2407 members 
Mstep: Class 15 contains 23361 members 
Mstep: Class 16 contains 4318 members 
Mstep: Class 17 contains 16280 members 
Mstep: Class 18 contains 75836 members 
Mstep: Class 19 contains 8723 members 
Mstep: Class 20 contains 21280 members 
Mstep: Class 21 contains 23707 members 
Mstep: Class 22 contains 8438 members 
Mstep: Class 23 contains 2306 members 
Mstep: Class 24 contains 65603 members 
Mstep: Class 25 contains 15563 members 
Mstep: Class 26 contains 4772 members 
Mstep: Class 27 contains 61408 members 
Mstep: Class 28 contains 5592 members 
Mstep: Class 29 contains 6320 members 
Mstep: Class 30 contains 3189 members 
Mstep: Class 31 contains 77073 members 
Mstep: Class 32 contains 4984 members 
Mstep: Class 33 contains 7790 members 
Mstep: Class 34 contains 4026 members 
Mstep: Class 35 contains 535337 members 
Mstep: Class 36 contains 19621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988368.000000 Penalty: 126742.460938
Iteration 257Q: 37 clusters Score -1.119884e+08 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120261 members 
Mstep: Class 2 contains 47187 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152060 members 
Mstep: Class 5 contains 8903 members 
Mstep: Class 6 contains 9682 members 
Mstep: Class 7 contains 32475 members 
Mstep: Class 8 contains 3230 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3390 members 
Mstep: Class 11 contains 8133 members 
Mstep: Class 12 contains 13634 members 
Mstep: Class 13 contains 62071 members 
Mstep: Class 14 contains 2407 members 
Mstep: Class 15 contains 23363 members 
Mstep: Class 16 contains 4318 members 
Mstep: Class 17 contains 16299 members 
Mstep: Class 18 contains 75844 members 
Mstep: Class 19 contains 8723 members 
Mstep: Class 20 contains 21301 members 
Mstep: Class 21 contains 23696 members 
Mstep: Class 22 contains 8438 members 
Mstep: Class 23 contains 2306 members 
Mstep: Class 24 contains 65397 members 
Mstep: Class 25 contains 15546 members 
Mstep: Class 26 contains 4772 members 
Mstep: Class 27 contains 61413 members 
Mstep: Class 28 contains 5594 members 
Mstep: Class 29 contains 6313 members 
Mstep: Class 30 contains 3189 members 
Mstep: Class 31 contains 77094 members 
Mstep: Class 32 contains 4985 members 
Mstep: Class 33 contains 7790 members 
Mstep: Class 34 contains 4026 members 
Mstep: Class 35 contains 535064 members 
Mstep: Class 36 contains 20065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988584.000000 Penalty: 126742.460938
Iteration 258Q: 37 clusters Score -1.119886e+08 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120284 members 
Mstep: Class 2 contains 47196 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152061 members 
Mstep: Class 5 contains 8903 members 
Mstep: Class 6 contains 9680 members 
Mstep: Class 7 contains 32482 members 
Mstep: Class 8 contains 3231 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3391 members 
Mstep: Class 11 contains 8133 members 
Mstep: Class 12 contains 13643 members 
Mstep: Class 13 contains 62021 members 
Mstep: Class 14 contains 2407 members 
Mstep: Class 15 contains 23363 members 
Mstep: Class 16 contains 4318 members 
Mstep: Class 17 contains 16313 members 
Mstep: Class 18 contains 75852 members 
Mstep: Class 19 contains 8723 members 
Mstep: Class 20 contains 21311 members 
Mstep: Class 21 contains 23685 members 
Mstep: Class 22 contains 8438 members 
Mstep: Class 23 contains 2304 members 
Mstep: Class 24 contains 65194 members 
Mstep: Class 25 contains 15536 members 
Mstep: Class 26 contains 4772 members 
Mstep: Class 27 contains 61426 members 
Mstep: Class 28 contains 5595 members 
Mstep: Class 29 contains 6311 members 
Mstep: Class 30 contains 3189 members 
Mstep: Class 31 contains 77125 members 
Mstep: Class 32 contains 4986 members 
Mstep: Class 33 contains 7790 members 
Mstep: Class 34 contains 4026 members 
Mstep: Class 35 contains 534790 members 
Mstep: Class 36 contains 20490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988656.000000 Penalty: 126742.460938
Iteration 259Q: 37 clusters Score -1.119887e+08 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120294 members 
Mstep: Class 2 contains 47205 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152063 members 
Mstep: Class 5 contains 8903 members 
Mstep: Class 6 contains 9678 members 
Mstep: Class 7 contains 32488 members 
Mstep: Class 8 contains 3231 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3392 members 
Mstep: Class 11 contains 8133 members 
Mstep: Class 12 contains 13645 members 
Mstep: Class 13 contains 61982 members 
Mstep: Class 14 contains 2407 members 
Mstep: Class 15 contains 23364 members 
Mstep: Class 16 contains 4318 members 
Mstep: Class 17 contains 16325 members 
Mstep: Class 18 contains 75855 members 
Mstep: Class 19 contains 8723 members 
Mstep: Class 20 contains 21331 members 
Mstep: Class 21 contains 23682 members 
Mstep: Class 22 contains 8438 members 
Mstep: Class 23 contains 2299 members 
Mstep: Class 24 contains 65022 members 
Mstep: Class 25 contains 15536 members 
Mstep: Class 26 contains 4772 members 
Mstep: Class 27 contains 61435 members 
Mstep: Class 28 contains 5594 members 
Mstep: Class 29 contains 6307 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 77147 members 
Mstep: Class 32 contains 4989 members 
Mstep: Class 33 contains 7792 members 
Mstep: Class 34 contains 4026 members 
Mstep: Class 35 contains 534541 members 
Mstep: Class 36 contains 20864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988664.000000 Penalty: 126742.460938
Iteration 260F: 37 clusters Score -1.119887e+08 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120304 members 
Mstep: Class 2 contains 47214 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152061 members 
Mstep: Class 5 contains 8902 members 
Mstep: Class 6 contains 9674 members 
Mstep: Class 7 contains 32497 members 
Mstep: Class 8 contains 3232 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3392 members 
Mstep: Class 11 contains 8133 members 
Mstep: Class 12 contains 13655 members 
Mstep: Class 13 contains 61948 members 
Mstep: Class 14 contains 2407 members 
Mstep: Class 15 contains 23364 members 
Mstep: Class 16 contains 4319 members 
Mstep: Class 17 contains 16342 members 
Mstep: Class 18 contains 75861 members 
Mstep: Class 19 contains 8723 members 
Mstep: Class 20 contains 21338 members 
Mstep: Class 21 contains 23683 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2295 members 
Mstep: Class 24 contains 64788 members 
Mstep: Class 25 contains 15525 members 
Mstep: Class 26 contains 4772 members 
Mstep: Class 27 contains 61447 members 
Mstep: Class 28 contains 5594 members 
Mstep: Class 29 contains 6304 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 77167 members 
Mstep: Class 32 contains 4986 members 
Mstep: Class 33 contains 7794 members 
Mstep: Class 34 contains 4028 members 
Mstep: Class 35 contains 534308 members 
Mstep: Class 36 contains 21287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988800.000000 Penalty: 126742.460938
Iteration 261Q: 37 clusters Score -1.119888e+08 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120308 members 
Mstep: Class 2 contains 47223 members 
Mstep: Class 3 contains 1252 members 
Mstep: Class 4 contains 152063 members 
Mstep: Class 5 contains 8902 members 
Mstep: Class 6 contains 9672 members 
Mstep: Class 7 contains 32499 members 
Mstep: Class 8 contains 3233 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3392 members 
Mstep: Class 11 contains 8133 members 
Mstep: Class 12 contains 13652 members 
Mstep: Class 13 contains 61918 members 
Mstep: Class 14 contains 2407 members 
Mstep: Class 15 contains 23360 members 
Mstep: Class 16 contains 4319 members 
Mstep: Class 17 contains 16343 members 
Mstep: Class 18 contains 75866 members 
Mstep: Class 19 contains 8723 members 
Mstep: Class 20 contains 21348 members 
Mstep: Class 21 contains 23679 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2293 members 
Mstep: Class 24 contains 64575 members 
Mstep: Class 25 contains 15523 members 
Mstep: Class 26 contains 4772 members 
Mstep: Class 27 contains 61451 members 
Mstep: Class 28 contains 5595 members 
Mstep: Class 29 contains 6297 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 77181 members 
Mstep: Class 32 contains 4987 members 
Mstep: Class 33 contains 7795 members 
Mstep: Class 34 contains 4031 members 
Mstep: Class 35 contains 534138 members 
Mstep: Class 36 contains 21667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988632.000000 Penalty: 126742.460938
Iteration 262Q: 37 clusters Score -1.119886e+08 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120322 members 
Mstep: Class 2 contains 47230 members 
Mstep: Class 3 contains 1252 members 
Mstep: Class 4 contains 152065 members 
Mstep: Class 5 contains 8902 members 
Mstep: Class 6 contains 9669 members 
Mstep: Class 7 contains 32498 members 
Mstep: Class 8 contains 3232 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3392 members 
Mstep: Class 11 contains 8133 members 
Mstep: Class 12 contains 13647 members 
Mstep: Class 13 contains 61889 members 
Mstep: Class 14 contains 2407 members 
Mstep: Class 15 contains 23356 members 
Mstep: Class 16 contains 4319 members 
Mstep: Class 17 contains 16342 members 
Mstep: Class 18 contains 75870 members 
Mstep: Class 19 contains 8723 members 
Mstep: Class 20 contains 21349 members 
Mstep: Class 21 contains 23681 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2293 members 
Mstep: Class 24 contains 64379 members 
Mstep: Class 25 contains 15518 members 
Mstep: Class 26 contains 4772 members 
Mstep: Class 27 contains 61462 members 
Mstep: Class 28 contains 5597 members 
Mstep: Class 29 contains 6293 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 77186 members 
Mstep: Class 32 contains 4986 members 
Mstep: Class 33 contains 7795 members 
Mstep: Class 34 contains 4031 members 
Mstep: Class 35 contains 533987 members 
Mstep: Class 36 contains 22020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988728.000000 Penalty: 126742.460938
Iteration 263Q: 37 clusters Score -1.119887e+08 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120333 members 
Mstep: Class 2 contains 47235 members 
Mstep: Class 3 contains 1252 members 
Mstep: Class 4 contains 152064 members 
Mstep: Class 5 contains 8902 members 
Mstep: Class 6 contains 9664 members 
Mstep: Class 7 contains 32502 members 
Mstep: Class 8 contains 3231 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3392 members 
Mstep: Class 11 contains 8133 members 
Mstep: Class 12 contains 13658 members 
Mstep: Class 13 contains 61851 members 
Mstep: Class 14 contains 2407 members 
Mstep: Class 15 contains 23357 members 
Mstep: Class 16 contains 4319 members 
Mstep: Class 17 contains 16341 members 
Mstep: Class 18 contains 75871 members 
Mstep: Class 19 contains 8723 members 
Mstep: Class 20 contains 21351 members 
Mstep: Class 21 contains 23680 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2292 members 
Mstep: Class 24 contains 64151 members 
Mstep: Class 25 contains 15515 members 
Mstep: Class 26 contains 4772 members 
Mstep: Class 27 contains 61465 members 
Mstep: Class 28 contains 5596 members 
Mstep: Class 29 contains 6290 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 77193 members 
Mstep: Class 32 contains 4986 members 
Mstep: Class 33 contains 7795 members 
Mstep: Class 34 contains 4033 members 
Mstep: Class 35 contains 533890 members 
Mstep: Class 36 contains 22353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988888.000000 Penalty: 126742.460938
Iteration 264Q: 37 clusters Score -1.119889e+08 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120354 members 
Mstep: Class 2 contains 47240 members 
Mstep: Class 3 contains 1252 members 
Mstep: Class 4 contains 152064 members 
Mstep: Class 5 contains 8902 members 
Mstep: Class 6 contains 9656 members 
Mstep: Class 7 contains 32511 members 
Mstep: Class 8 contains 3230 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3392 members 
Mstep: Class 11 contains 8133 members 
Mstep: Class 12 contains 13655 members 
Mstep: Class 13 contains 61810 members 
Mstep: Class 14 contains 2408 members 
Mstep: Class 15 contains 23356 members 
Mstep: Class 16 contains 4319 members 
Mstep: Class 17 contains 16346 members 
Mstep: Class 18 contains 75872 members 
Mstep: Class 19 contains 8723 members 
Mstep: Class 20 contains 21353 members 
Mstep: Class 21 contains 23677 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2292 members 
Mstep: Class 24 contains 63927 members 
Mstep: Class 25 contains 15513 members 
Mstep: Class 26 contains 4772 members 
Mstep: Class 27 contains 61466 members 
Mstep: Class 28 contains 5595 members 
Mstep: Class 29 contains 6290 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 77196 members 
Mstep: Class 32 contains 4987 members 
Mstep: Class 33 contains 7795 members 
Mstep: Class 34 contains 4032 members 
Mstep: Class 35 contains 533802 members 
Mstep: Class 36 contains 22677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988568.000000 Penalty: 126742.460938
Iteration 265Q: 37 clusters Score -1.119886e+08 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120362 members 
Mstep: Class 2 contains 47241 members 
Mstep: Class 3 contains 1252 members 
Mstep: Class 4 contains 152066 members 
Mstep: Class 5 contains 8903 members 
Mstep: Class 6 contains 9653 members 
Mstep: Class 7 contains 32525 members 
Mstep: Class 8 contains 3230 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3392 members 
Mstep: Class 11 contains 8133 members 
Mstep: Class 12 contains 13652 members 
Mstep: Class 13 contains 61792 members 
Mstep: Class 14 contains 2408 members 
Mstep: Class 15 contains 23357 members 
Mstep: Class 16 contains 4320 members 
Mstep: Class 17 contains 16348 members 
Mstep: Class 18 contains 75876 members 
Mstep: Class 19 contains 8723 members 
Mstep: Class 20 contains 21358 members 
Mstep: Class 21 contains 23672 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2292 members 
Mstep: Class 24 contains 63729 members 
Mstep: Class 25 contains 15511 members 
Mstep: Class 26 contains 4771 members 
Mstep: Class 27 contains 61470 members 
Mstep: Class 28 contains 5594 members 
Mstep: Class 29 contains 6286 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 77196 members 
Mstep: Class 32 contains 4988 members 
Mstep: Class 33 contains 7795 members 
Mstep: Class 34 contains 4031 members 
Mstep: Class 35 contains 533682 members 
Mstep: Class 36 contains 22989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988432.000000 Penalty: 126742.460938
Iteration 266Q: 37 clusters Score -1.119884e+08 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120365 members 
Mstep: Class 2 contains 47242 members 
Mstep: Class 3 contains 1252 members 
Mstep: Class 4 contains 152066 members 
Mstep: Class 5 contains 8903 members 
Mstep: Class 6 contains 9643 members 
Mstep: Class 7 contains 32530 members 
Mstep: Class 8 contains 3230 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3392 members 
Mstep: Class 11 contains 8133 members 
Mstep: Class 12 contains 13647 members 
Mstep: Class 13 contains 61775 members 
Mstep: Class 14 contains 2408 members 
Mstep: Class 15 contains 23358 members 
Mstep: Class 16 contains 4321 members 
Mstep: Class 17 contains 16346 members 
Mstep: Class 18 contains 75879 members 
Mstep: Class 19 contains 8723 members 
Mstep: Class 20 contains 21359 members 
Mstep: Class 21 contains 23674 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2291 members 
Mstep: Class 24 contains 63520 members 
Mstep: Class 25 contains 15511 members 
Mstep: Class 26 contains 4770 members 
Mstep: Class 27 contains 61474 members 
Mstep: Class 28 contains 5593 members 
Mstep: Class 29 contains 6282 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 77191 members 
Mstep: Class 32 contains 4990 members 
Mstep: Class 33 contains 7796 members 
Mstep: Class 34 contains 4031 members 
Mstep: Class 35 contains 533598 members 
Mstep: Class 36 contains 23304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988520.000000 Penalty: 126742.460938
Iteration 267Q: 37 clusters Score -1.119885e+08 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120376 members 
Mstep: Class 2 contains 47244 members 
Mstep: Class 3 contains 1252 members 
Mstep: Class 4 contains 152066 members 
Mstep: Class 5 contains 8903 members 
Mstep: Class 6 contains 9641 members 
Mstep: Class 7 contains 32530 members 
Mstep: Class 8 contains 3230 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3392 members 
Mstep: Class 11 contains 8133 members 
Mstep: Class 12 contains 13654 members 
Mstep: Class 13 contains 61760 members 
Mstep: Class 14 contains 2408 members 
Mstep: Class 15 contains 23356 members 
Mstep: Class 16 contains 4321 members 
Mstep: Class 17 contains 16345 members 
Mstep: Class 18 contains 75875 members 
Mstep: Class 19 contains 8723 members 
Mstep: Class 20 contains 21363 members 
Mstep: Class 21 contains 23675 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2290 members 
Mstep: Class 24 contains 63277 members 
Mstep: Class 25 contains 15511 members 
Mstep: Class 26 contains 4772 members 
Mstep: Class 27 contains 61483 members 
Mstep: Class 28 contains 5593 members 
Mstep: Class 29 contains 6278 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 77194 members 
Mstep: Class 32 contains 4990 members 
Mstep: Class 33 contains 7797 members 
Mstep: Class 34 contains 4031 members 
Mstep: Class 35 contains 533521 members 
Mstep: Class 36 contains 23613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988680.000000 Penalty: 126742.460938
Iteration 268Q: 37 clusters Score -1.119887e+08 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120394 members 
Mstep: Class 2 contains 47247 members 
Mstep: Class 3 contains 1252 members 
Mstep: Class 4 contains 152066 members 
Mstep: Class 5 contains 8903 members 
Mstep: Class 6 contains 9640 members 
Mstep: Class 7 contains 32537 members 
Mstep: Class 8 contains 3230 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3392 members 
Mstep: Class 11 contains 8133 members 
Mstep: Class 12 contains 13659 members 
Mstep: Class 13 contains 61742 members 
Mstep: Class 14 contains 2408 members 
Mstep: Class 15 contains 23357 members 
Mstep: Class 16 contains 4323 members 
Mstep: Class 17 contains 16347 members 
Mstep: Class 18 contains 75879 members 
Mstep: Class 19 contains 8723 members 
Mstep: Class 20 contains 21369 members 
Mstep: Class 21 contains 23668 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2290 members 
Mstep: Class 24 contains 63049 members 
Mstep: Class 25 contains 15511 members 
Mstep: Class 26 contains 4773 members 
Mstep: Class 27 contains 61493 members 
Mstep: Class 28 contains 5593 members 
Mstep: Class 29 contains 6275 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 77191 members 
Mstep: Class 32 contains 4990 members 
Mstep: Class 33 contains 7797 members 
Mstep: Class 34 contains 4031 members 
Mstep: Class 35 contains 533432 members 
Mstep: Class 36 contains 23903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988664.000000 Penalty: 126742.460938
Iteration 269Q: 37 clusters Score -1.119887e+08 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120413 members 
Mstep: Class 2 contains 47251 members 
Mstep: Class 3 contains 1252 members 
Mstep: Class 4 contains 152066 members 
Mstep: Class 5 contains 8903 members 
Mstep: Class 6 contains 9639 members 
Mstep: Class 7 contains 32542 members 
Mstep: Class 8 contains 3230 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3392 members 
Mstep: Class 11 contains 8133 members 
Mstep: Class 12 contains 13664 members 
Mstep: Class 13 contains 61712 members 
Mstep: Class 14 contains 2408 members 
Mstep: Class 15 contains 23353 members 
Mstep: Class 16 contains 4323 members 
Mstep: Class 17 contains 16350 members 
Mstep: Class 18 contains 75881 members 
Mstep: Class 19 contains 8723 members 
Mstep: Class 20 contains 21370 members 
Mstep: Class 21 contains 23664 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2290 members 
Mstep: Class 24 contains 62820 members 
Mstep: Class 25 contains 15514 members 
Mstep: Class 26 contains 4774 members 
Mstep: Class 27 contains 61507 members 
Mstep: Class 28 contains 5593 members 
Mstep: Class 29 contains 6272 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 77203 members 
Mstep: Class 32 contains 4989 members 
Mstep: Class 33 contains 7798 members 
Mstep: Class 34 contains 4031 members 
Mstep: Class 35 contains 533364 members 
Mstep: Class 36 contains 24173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988712.000000 Penalty: 126742.460938
Iteration 270Q: 37 clusters Score -1.119887e+08 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120429 members 
Mstep: Class 2 contains 47253 members 
Mstep: Class 3 contains 1252 members 
Mstep: Class 4 contains 152065 members 
Mstep: Class 5 contains 8903 members 
Mstep: Class 6 contains 9640 members 
Mstep: Class 7 contains 32549 members 
Mstep: Class 8 contains 3230 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3392 members 
Mstep: Class 11 contains 8133 members 
Mstep: Class 12 contains 13673 members 
Mstep: Class 13 contains 61688 members 
Mstep: Class 14 contains 2408 members 
Mstep: Class 15 contains 23356 members 
Mstep: Class 16 contains 4322 members 
Mstep: Class 17 contains 16352 members 
Mstep: Class 18 contains 75884 members 
Mstep: Class 19 contains 8723 members 
Mstep: Class 20 contains 21377 members 
Mstep: Class 21 contains 23657 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2289 members 
Mstep: Class 24 contains 62653 members 
Mstep: Class 25 contains 15513 members 
Mstep: Class 26 contains 4775 members 
Mstep: Class 27 contains 61515 members 
Mstep: Class 28 contains 5593 members 
Mstep: Class 29 contains 6270 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 77209 members 
Mstep: Class 32 contains 4988 members 
Mstep: Class 33 contains 7798 members 
Mstep: Class 34 contains 4031 members 
Mstep: Class 35 contains 533273 members 
Mstep: Class 36 contains 24404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988816.000000 Penalty: 126742.460938
Iteration 271Q: 37 clusters Score -1.119888e+08 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120445 members 
Mstep: Class 2 contains 47256 members 
Mstep: Class 3 contains 1252 members 
Mstep: Class 4 contains 152064 members 
Mstep: Class 5 contains 8903 members 
Mstep: Class 6 contains 9638 members 
Mstep: Class 7 contains 32558 members 
Mstep: Class 8 contains 3230 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3392 members 
Mstep: Class 11 contains 8133 members 
Mstep: Class 12 contains 13673 members 
Mstep: Class 13 contains 61661 members 
Mstep: Class 14 contains 2408 members 
Mstep: Class 15 contains 23355 members 
Mstep: Class 16 contains 4322 members 
Mstep: Class 17 contains 16354 members 
Mstep: Class 18 contains 75889 members 
Mstep: Class 19 contains 8722 members 
Mstep: Class 20 contains 21387 members 
Mstep: Class 21 contains 23659 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2288 members 
Mstep: Class 24 contains 62520 members 
Mstep: Class 25 contains 15512 members 
Mstep: Class 26 contains 4775 members 
Mstep: Class 27 contains 61526 members 
Mstep: Class 28 contains 5593 members 
Mstep: Class 29 contains 6266 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 77220 members 
Mstep: Class 32 contains 4989 members 
Mstep: Class 33 contains 7798 members 
Mstep: Class 34 contains 4030 members 
Mstep: Class 35 contains 533176 members 
Mstep: Class 36 contains 24603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988872.000000 Penalty: 126742.460938
Iteration 272Q: 37 clusters Score -1.119889e+08 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120469 members 
Mstep: Class 2 contains 47255 members 
Mstep: Class 3 contains 1252 members 
Mstep: Class 4 contains 152066 members 
Mstep: Class 5 contains 8903 members 
Mstep: Class 6 contains 9638 members 
Mstep: Class 7 contains 32564 members 
Mstep: Class 8 contains 3231 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3392 members 
Mstep: Class 11 contains 8133 members 
Mstep: Class 12 contains 13674 members 
Mstep: Class 13 contains 61639 members 
Mstep: Class 14 contains 2408 members 
Mstep: Class 15 contains 23357 members 
Mstep: Class 16 contains 4322 members 
Mstep: Class 17 contains 16356 members 
Mstep: Class 18 contains 75898 members 
Mstep: Class 19 contains 8720 members 
Mstep: Class 20 contains 21397 members 
Mstep: Class 21 contains 23656 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2287 members 
Mstep: Class 24 contains 62415 members 
Mstep: Class 25 contains 15510 members 
Mstep: Class 26 contains 4775 members 
Mstep: Class 27 contains 61533 members 
Mstep: Class 28 contains 5593 members 
Mstep: Class 29 contains 6265 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 77236 members 
Mstep: Class 32 contains 4989 members 
Mstep: Class 33 contains 7798 members 
Mstep: Class 34 contains 4030 members 
Mstep: Class 35 contains 533077 members 
Mstep: Class 36 contains 24759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988960.000000 Penalty: 126742.460938
Iteration 273Q: 37 clusters Score -1.11989e+08 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120503 members 
Mstep: Class 2 contains 47258 members 
Mstep: Class 3 contains 1252 members 
Mstep: Class 4 contains 152066 members 
Mstep: Class 5 contains 8903 members 
Mstep: Class 6 contains 9635 members 
Mstep: Class 7 contains 32563 members 
Mstep: Class 8 contains 3232 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3392 members 
Mstep: Class 11 contains 8133 members 
Mstep: Class 12 contains 13675 members 
Mstep: Class 13 contains 61623 members 
Mstep: Class 14 contains 2408 members 
Mstep: Class 15 contains 23358 members 
Mstep: Class 16 contains 4322 members 
Mstep: Class 17 contains 16357 members 
Mstep: Class 18 contains 75899 members 
Mstep: Class 19 contains 8720 members 
Mstep: Class 20 contains 21406 members 
Mstep: Class 21 contains 23655 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2286 members 
Mstep: Class 24 contains 62325 members 
Mstep: Class 25 contains 15511 members 
Mstep: Class 26 contains 4775 members 
Mstep: Class 27 contains 61542 members 
Mstep: Class 28 contains 5592 members 
Mstep: Class 29 contains 6264 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 77259 members 
Mstep: Class 32 contains 4990 members 
Mstep: Class 33 contains 7799 members 
Mstep: Class 34 contains 4031 members 
Mstep: Class 35 contains 532957 members 
Mstep: Class 36 contains 24906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988976.000000 Penalty: 126742.460938
Iteration 274Q: 37 clusters Score -1.11989e+08 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120526 members 
Mstep: Class 2 contains 47259 members 
Mstep: Class 3 contains 1252 members 
Mstep: Class 4 contains 152066 members 
Mstep: Class 5 contains 8903 members 
Mstep: Class 6 contains 9632 members 
Mstep: Class 7 contains 32561 members 
Mstep: Class 8 contains 3232 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3392 members 
Mstep: Class 11 contains 8133 members 
Mstep: Class 12 contains 13672 members 
Mstep: Class 13 contains 61611 members 
Mstep: Class 14 contains 2408 members 
Mstep: Class 15 contains 23357 members 
Mstep: Class 16 contains 4322 members 
Mstep: Class 17 contains 16358 members 
Mstep: Class 18 contains 75904 members 
Mstep: Class 19 contains 8720 members 
Mstep: Class 20 contains 21414 members 
Mstep: Class 21 contains 23656 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2285 members 
Mstep: Class 24 contains 62254 members 
Mstep: Class 25 contains 15511 members 
Mstep: Class 26 contains 4775 members 
Mstep: Class 27 contains 61553 members 
Mstep: Class 28 contains 5591 members 
Mstep: Class 29 contains 6264 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 77265 members 
Mstep: Class 32 contains 4991 members 
Mstep: Class 33 contains 7800 members 
Mstep: Class 34 contains 4034 members 
Mstep: Class 35 contains 532838 members 
Mstep: Class 36 contains 25058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988864.000000 Penalty: 126742.460938
Iteration 275Q: 37 clusters Score -1.119889e+08 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120544 members 
Mstep: Class 2 contains 47260 members 
Mstep: Class 3 contains 1252 members 
Mstep: Class 4 contains 152066 members 
Mstep: Class 5 contains 8903 members 
Mstep: Class 6 contains 9633 members 
Mstep: Class 7 contains 32565 members 
Mstep: Class 8 contains 3232 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3392 members 
Mstep: Class 11 contains 8133 members 
Mstep: Class 12 contains 13675 members 
Mstep: Class 13 contains 61591 members 
Mstep: Class 14 contains 2408 members 
Mstep: Class 15 contains 23357 members 
Mstep: Class 16 contains 4323 members 
Mstep: Class 17 contains 16360 members 
Mstep: Class 18 contains 75905 members 
Mstep: Class 19 contains 8720 members 
Mstep: Class 20 contains 21422 members 
Mstep: Class 21 contains 23657 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2281 members 
Mstep: Class 24 contains 62166 members 
Mstep: Class 25 contains 15510 members 
Mstep: Class 26 contains 4776 members 
Mstep: Class 27 contains 61564 members 
Mstep: Class 28 contains 5590 members 
Mstep: Class 29 contains 6264 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 77273 members 
Mstep: Class 32 contains 4993 members 
Mstep: Class 33 contains 7802 members 
Mstep: Class 34 contains 4033 members 
Mstep: Class 35 contains 532765 members 
Mstep: Class 36 contains 25182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988848.000000 Penalty: 126742.460938
Iteration 276Q: 37 clusters Score -1.119888e+08 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120569 members 
Mstep: Class 2 contains 47260 members 
Mstep: Class 3 contains 1252 members 
Mstep: Class 4 contains 152066 members 
Mstep: Class 5 contains 8903 members 
Mstep: Class 6 contains 9633 members 
Mstep: Class 7 contains 32569 members 
Mstep: Class 8 contains 3232 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3393 members 
Mstep: Class 11 contains 8133 members 
Mstep: Class 12 contains 13673 members 
Mstep: Class 13 contains 61582 members 
Mstep: Class 14 contains 2408 members 
Mstep: Class 15 contains 23359 members 
Mstep: Class 16 contains 4322 members 
Mstep: Class 17 contains 16364 members 
Mstep: Class 18 contains 75907 members 
Mstep: Class 19 contains 8720 members 
Mstep: Class 20 contains 21432 members 
Mstep: Class 21 contains 23662 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2274 members 
Mstep: Class 24 contains 62076 members 
Mstep: Class 25 contains 15512 members 
Mstep: Class 26 contains 4779 members 
Mstep: Class 27 contains 61574 members 
Mstep: Class 28 contains 5590 members 
Mstep: Class 29 contains 6263 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 77282 members 
Mstep: Class 32 contains 4995 members 
Mstep: Class 33 contains 7807 members 
Mstep: Class 34 contains 4032 members 
Mstep: Class 35 contains 532661 members 
Mstep: Class 36 contains 25313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988904.000000 Penalty: 126742.460938
Iteration 277Q: 37 clusters Score -1.119889e+08 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120589 members 
Mstep: Class 2 contains 47263 members 
Mstep: Class 3 contains 1252 members 
Mstep: Class 4 contains 152067 members 
Mstep: Class 5 contains 8903 members 
Mstep: Class 6 contains 9630 members 
Mstep: Class 7 contains 32575 members 
Mstep: Class 8 contains 3231 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3394 members 
Mstep: Class 11 contains 8133 members 
Mstep: Class 12 contains 13671 members 
Mstep: Class 13 contains 61570 members 
Mstep: Class 14 contains 2408 members 
Mstep: Class 15 contains 23360 members 
Mstep: Class 16 contains 4322 members 
Mstep: Class 17 contains 16370 members 
Mstep: Class 18 contains 75907 members 
Mstep: Class 19 contains 8720 members 
Mstep: Class 20 contains 21434 members 
Mstep: Class 21 contains 23659 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2270 members 
Mstep: Class 24 contains 61999 members 
Mstep: Class 25 contains 15512 members 
Mstep: Class 26 contains 4779 members 
Mstep: Class 27 contains 61585 members 
Mstep: Class 28 contains 5590 members 
Mstep: Class 29 contains 6263 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 77291 members 
Mstep: Class 32 contains 4999 members 
Mstep: Class 33 contains 7810 members 
Mstep: Class 34 contains 4032 members 
Mstep: Class 35 contains 532578 members 
Mstep: Class 36 contains 25431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988816.000000 Penalty: 126742.460938
Iteration 278Q: 37 clusters Score -1.119888e+08 nChanged 324
Entering ConstructFrom: 
Score: -111988816.000000 Penalty: 126742.460938
Entering ConstructFrom: 
Trying to split cluster 1 (120611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120611 members 
Entering Unmasked Estep 
Score: -9631623.000000 Penalty: 2901.680908
	Iteration 0F: 2 clusters Score -9631623 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60297 members 
Mstep: Class 2 contains 60314 members 
Entering Unmasked Estep 
Score: -9550840.000000 Penalty: 5803.361816
	Iteration 0F: 3 clusters Score -9550840 nChanged 57313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60730 members 
Mstep: Class 2 contains 59881 members 
Entering Unmasked Estep 
Score: -9583679.000000 Penalty: 5803.361816
	Iteration 1F: 3 clusters Score -9583679 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61078 members 
Mstep: Class 2 contains 59533 members 
Entering Unmasked Estep 
Score: -9584361.000000 Penalty: 5803.361816
	Iteration 2Q: 3 clusters Score -9584361 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61621 members 
Mstep: Class 2 contains 58990 members 
Entering Unmasked Estep 
Score: -9584997.000000 Penalty: 5803.361816
	Iteration 3Q: 3 clusters Score -9584997 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62445 members 
Mstep: Class 2 contains 58166 members 
Entering Unmasked Estep 
Score: -9585711.000000 Penalty: 5803.361816
	Iteration 4Q: 3 clusters Score -9585711 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63598 members 
Mstep: Class 2 contains 57013 members 
Entering Unmasked Estep 
Score: -9586540.000000 Penalty: 5803.361816
	Iteration 5Q: 3 clusters Score -9586540 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65348 members 
Mstep: Class 2 contains 55263 members 
Entering Unmasked Estep 
Score: -9587523.000000 Penalty: 5803.361816
	Iteration 6Q: 3 clusters Score -9587523 nChanged 4274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67934 members 
Mstep: Class 2 contains 52677 members 
Entering Unmasked Estep 
Score: -9588774.000000 Penalty: 5803.361816
	Iteration 7Q: 3 clusters Score -9588774 nChanged 4901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71607 members 
Mstep: Class 2 contains 49004 members 
Entering Unmasked Estep 
Score: -9590657.000000 Penalty: 5803.361816
	Iteration 8Q: 3 clusters Score -9590657 nChanged 5929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76720 members 
Mstep: Class 2 contains 43891 members 
Entering Unmasked Estep 
Score: -9593343.000000 Penalty: 5803.361816
	Iteration 9Q: 3 clusters Score -9593343 nChanged 7126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83434 members 
Mstep: Class 2 contains 37177 members 
Entering Unmasked Estep 
Score: -9597362.000000 Penalty: 5803.361816
	Iteration 10F: 3 clusters Score -9597362 nChanged 8394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91650 members 
Mstep: Class 2 contains 28961 members 
Entering Unmasked Estep 
Score: -9603373.000000 Penalty: 5803.361816
	Iteration 11F: 3 clusters Score -9603373 nChanged 8887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100493 members 
Mstep: Class 2 contains 20118 members 
Entering Unmasked Estep 
Score: -9610672.000000 Penalty: 5803.361816
	Iteration 12F: 3 clusters Score -9610672 nChanged 8214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108693 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -9618162.000000 Penalty: 5803.361816
	Iteration 13F: 3 clusters Score -9618162 nChanged 6000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114689 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -9623885.000000 Penalty: 5803.361816
	Iteration 14Q: 3 clusters Score -9623885 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118007 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -9626909.000000 Penalty: 5803.361816
	Iteration 15Q: 3 clusters Score -9626909 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119429 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -9628193.000000 Penalty: 5803.361816
	Iteration 16Q: 3 clusters Score -9628193 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119935 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -9628630.000000 Penalty: 5803.361816
	Iteration 17Q: 3 clusters Score -9628630 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120108 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -9628803.000000 Penalty: 5803.361816
	Iteration 18Q: 3 clusters Score -9628803 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120188 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -9628918.000000 Penalty: 5803.361816
	Iteration 19Q: 3 clusters Score -9628918 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120226 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -9628990.000000 Penalty: 5803.361816
	Iteration 20F: 3 clusters Score -9628990 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120245 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -9629023.000000 Penalty: 5803.361816
	Iteration 21Q: 3 clusters Score -9629023 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120256 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -9629069.000000 Penalty: 5803.361816
	Iteration 22Q: 3 clusters Score -9629069 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120268 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -9629067.000000 Penalty: 5803.361816
	Iteration 23Q: 3 clusters Score -9629067 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120275 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -9629085.000000 Penalty: 5803.361816
	Iteration 24Q: 3 clusters Score -9629085 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120278 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -9629084.000000 Penalty: 5803.361816
	Iteration 25Q: 3 clusters Score -9629084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120283 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -9629094.000000 Penalty: 5803.361816
	Iteration 26Q: 3 clusters Score -9629094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120282 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -9629111.000000 Penalty: 5803.361816
	Iteration 27Q: 3 clusters Score -9629111 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120287 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -9629124.000000 Penalty: 5803.361816
	Iteration 28Q: 3 clusters Score -9629124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120288 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -9629125.000000 Penalty: 5803.361816
	Iteration 29Q: 3 clusters Score -9629125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120289 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -9629128.000000 Penalty: 5803.361816
	Iteration 30Q: 3 clusters Score -9629128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120291 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -9629125.000000 Penalty: 5803.361816
	Iteration 31Q: 3 clusters Score -9629125 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120293 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -9629133.000000 Penalty: 5803.361816
	Iteration 32Q: 3 clusters Score -9629133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120297 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -9629129.000000 Penalty: 5803.361816
	Iteration 33Q: 3 clusters Score -9629129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120297 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -9629141.000000 Penalty: 5803.361816
	Iteration 34Q: 3 clusters Score -9629141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120299 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -9629140.000000 Penalty: 5803.361816
	Iteration 35Q: 3 clusters Score -9629140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120298 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -9629140.000000 Penalty: 5803.361816
	Iteration 36Q: 3 clusters Score -9629140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120298 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -9629140.000000 Penalty: 5803.361816
	Iteration 37F: 3 clusters Score -9629140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (47265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47265 members 
Entering Unmasked Estep 
Score: -3693019.000000 Penalty: 2669.354248
	Iteration 0F: 2 clusters Score -3693019 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23674 members 
Mstep: Class 2 contains 23591 members 
Entering Unmasked Estep 
Score: -3661041.250000 Penalty: 5338.708496
	Iteration 0F: 3 clusters Score -3661041 nChanged 21829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24197 members 
Mstep: Class 2 contains 23068 members 
Entering Unmasked Estep 
Score: -3673254.250000 Penalty: 5338.708496
	Iteration 1F: 3 clusters Score -3673254 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24561 members 
Mstep: Class 2 contains 22704 members 
Entering Unmasked Estep 
Score: -3674173.750000 Penalty: 5338.708496
	Iteration 2Q: 3 clusters Score -3674174 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25097 members 
Mstep: Class 2 contains 22168 members 
Entering Unmasked Estep 
Score: -3675373.750000 Penalty: 5338.708496
	Iteration 3F: 3 clusters Score -3675374 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25772 members 
Mstep: Class 2 contains 21493 members 
Entering Unmasked Estep 
Score: -3677149.750000 Penalty: 5338.708496
	Iteration 4F: 3 clusters Score -3677150 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26389 members 
Mstep: Class 2 contains 20876 members 
Entering Unmasked Estep 
Score: -3679762.250000 Penalty: 5338.708496
	Iteration 5F: 3 clusters Score -3679762 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26777 members 
Mstep: Class 2 contains 20488 members 
Entering Unmasked Estep 
Score: -3683160.500000 Penalty: 5338.708496
	Iteration 6F: 3 clusters Score -3683160 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26889 members 
Mstep: Class 2 contains 20376 members 
Entering Unmasked Estep 
Score: -3686745.750000 Penalty: 5338.708496
	Iteration 7F: 3 clusters Score -3686746 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26712 members 
Mstep: Class 2 contains 20553 members 
Entering Unmasked Estep 
Score: -3689305.000000 Penalty: 5338.708496
	Iteration 8F: 3 clusters Score -3689305 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26546 members 
Mstep: Class 2 contains 20719 members 
Entering Unmasked Estep 
Score: -3690445.750000 Penalty: 5338.708496
	Iteration 9Q: 3 clusters Score -3690446 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26546 members 
Mstep: Class 2 contains 20719 members 
Entering Unmasked Estep 
Score: -3690902.750000 Penalty: 5338.708496
	Iteration 10Q: 3 clusters Score -3690903 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26580 members 
Mstep: Class 2 contains 20685 members 
Entering Unmasked Estep 
Score: -3691111.250000 Penalty: 5338.708496
	Iteration 11Q: 3 clusters Score -3691111 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26646 members 
Mstep: Class 2 contains 20619 members 
Entering Unmasked Estep 
Score: -3691246.750000 Penalty: 5338.708496
	Iteration 12Q: 3 clusters Score -3691247 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26802 members 
Mstep: Class 2 contains 20463 members 
Entering Unmasked Estep 
Score: -3691371.250000 Penalty: 5338.708496
	Iteration 13Q: 3 clusters Score -3691371 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26980 members 
Mstep: Class 2 contains 20285 members 
Entering Unmasked Estep 
Score: -3691475.750000 Penalty: 5338.708496
	Iteration 14Q: 3 clusters Score -3691476 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27198 members 
Mstep: Class 2 contains 20067 members 
Entering Unmasked Estep 
Score: -3691572.500000 Penalty: 5338.708496
	Iteration 15Q: 3 clusters Score -3691572 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27446 members 
Mstep: Class 2 contains 19819 members 
Entering Unmasked Estep 
Score: -3691649.500000 Penalty: 5338.708496
	Iteration 16Q: 3 clusters Score -3691650 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27729 members 
Mstep: Class 2 contains 19536 members 
Entering Unmasked Estep 
Score: -3691754.750000 Penalty: 5338.708496
	Iteration 17Q: 3 clusters Score -3691755 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28006 members 
Mstep: Class 2 contains 19259 members 
Entering Unmasked Estep 
Score: -3691848.000000 Penalty: 5338.708496
	Iteration 18Q: 3 clusters Score -3691848 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28294 members 
Mstep: Class 2 contains 18971 members 
Entering Unmasked Estep 
Score: -3691935.000000 Penalty: 5338.708496
	Iteration 19Q: 3 clusters Score -3691935 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28573 members 
Mstep: Class 2 contains 18692 members 
Entering Unmasked Estep 
Score: -3692008.500000 Penalty: 5338.708496
	Iteration 20F: 3 clusters Score -3692008 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28847 members 
Mstep: Class 2 contains 18418 members 
Entering Unmasked Estep 
Score: -3692080.750000 Penalty: 5338.708496
	Iteration 21Q: 3 clusters Score -3692081 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29092 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -3692119.250000 Penalty: 5338.708496
	Iteration 22Q: 3 clusters Score -3692119 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29315 members 
Mstep: Class 2 contains 17950 members 
Entering Unmasked Estep 
Score: -3692165.250000 Penalty: 5338.708496
	Iteration 23Q: 3 clusters Score -3692165 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29515 members 
Mstep: Class 2 contains 17750 members 
Entering Unmasked Estep 
Score: -3692207.000000 Penalty: 5338.708496
	Iteration 24Q: 3 clusters Score -3692207 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29693 members 
Mstep: Class 2 contains 17572 members 
Entering Unmasked Estep 
Score: -3692241.000000 Penalty: 5338.708496
	Iteration 25Q: 3 clusters Score -3692241 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29887 members 
Mstep: Class 2 contains 17378 members 
Entering Unmasked Estep 
Score: -3692285.250000 Penalty: 5338.708496
	Iteration 26Q: 3 clusters Score -3692285 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30058 members 
Mstep: Class 2 contains 17207 members 
Entering Unmasked Estep 
Score: -3692300.250000 Penalty: 5338.708496
	Iteration 27Q: 3 clusters Score -3692300 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30224 members 
Mstep: Class 2 contains 17041 members 
Entering Unmasked Estep 
Score: -3692329.500000 Penalty: 5338.708496
	Iteration 28Q: 3 clusters Score -3692330 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30384 members 
Mstep: Class 2 contains 16881 members 
Entering Unmasked Estep 
Score: -3692342.750000 Penalty: 5338.708496
	Iteration 29Q: 3 clusters Score -3692343 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30558 members 
Mstep: Class 2 contains 16707 members 
Entering Unmasked Estep 
Score: -3692380.750000 Penalty: 5338.708496
	Iteration 30Q: 3 clusters Score -3692381 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30723 members 
Mstep: Class 2 contains 16542 members 
Entering Unmasked Estep 
Score: -3692421.500000 Penalty: 5338.708496
	Iteration 31Q: 3 clusters Score -3692422 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30890 members 
Mstep: Class 2 contains 16375 members 
Entering Unmasked Estep 
Score: -3692449.750000 Penalty: 5338.708496
	Iteration 32Q: 3 clusters Score -3692450 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31076 members 
Mstep: Class 2 contains 16189 members 
Entering Unmasked Estep 
Score: -3692485.750000 Penalty: 5338.708496
	Iteration 33Q: 3 clusters Score -3692486 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31281 members 
Mstep: Class 2 contains 15984 members 
Entering Unmasked Estep 
Score: -3692555.000000 Penalty: 5338.708496
	Iteration 34Q: 3 clusters Score -3692555 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31508 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -3692624.250000 Penalty: 5338.708496
	Iteration 35Q: 3 clusters Score -3692624 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31735 members 
Mstep: Class 2 contains 15530 members 
Entering Unmasked Estep 
Score: -3692685.750000 Penalty: 5338.708496
	Iteration 36Q: 3 clusters Score -3692686 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31940 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -3692742.500000 Penalty: 5338.708496
	Iteration 37Q: 3 clusters Score -3692742 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32141 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
Score: -3692773.500000 Penalty: 5338.708496
	Iteration 38Q: 3 clusters Score -3692774 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32340 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -3692799.000000 Penalty: 5338.708496
	Iteration 39Q: 3 clusters Score -3692799 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32512 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -3692847.750000 Penalty: 5338.708496
	Iteration 40F: 3 clusters Score -3692848 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32671 members 
Mstep: Class 2 contains 14594 members 
Entering Unmasked Estep 
Score: -3692882.000000 Penalty: 5338.708496
	Iteration 41Q: 3 clusters Score -3692882 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32829 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -3692942.250000 Penalty: 5338.708496
	Iteration 42Q: 3 clusters Score -3692942 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32984 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -3692956.000000 Penalty: 5338.708496
	Iteration 43Q: 3 clusters Score -3692956 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33129 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -3692992.000000 Penalty: 5338.708496
	Iteration 44Q: 3 clusters Score -3692992 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33253 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -3693029.750000 Penalty: 5338.708496
	Iteration 45Q: 3 clusters Score -3693030 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33375 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -3693049.000000 Penalty: 5338.708496
	Iteration 46Q: 3 clusters Score -3693049 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33474 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -3693068.500000 Penalty: 5338.708496
	Iteration 47Q: 3 clusters Score -3693068 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33564 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -3693068.000000 Penalty: 5338.708496
	Iteration 48Q: 3 clusters Score -3693068 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33642 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -3693077.750000 Penalty: 5338.708496
	Iteration 49Q: 3 clusters Score -3693078 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33728 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -3693086.750000 Penalty: 5338.708496
	Iteration 50Q: 3 clusters Score -3693087 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33795 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -3693101.500000 Penalty: 5338.708496
	Iteration 51Q: 3 clusters Score -3693102 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33843 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -3693104.500000 Penalty: 5338.708496
	Iteration 52Q: 3 clusters Score -3693104 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33886 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -3693113.250000 Penalty: 5338.708496
	Iteration 53Q: 3 clusters Score -3693113 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33925 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -3693113.000000 Penalty: 5338.708496
	Iteration 54Q: 3 clusters Score -3693113 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33953 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -3693120.500000 Penalty: 5338.708496
	Iteration 55Q: 3 clusters Score -3693120 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33976 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -3693120.000000 Penalty: 5338.708496
	Iteration 56Q: 3 clusters Score -3693120 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33995 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -3693122.750000 Penalty: 5338.708496
	Iteration 57Q: 3 clusters Score -3693123 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34018 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -3693114.250000 Penalty: 5338.708496
	Iteration 58Q: 3 clusters Score -3693114 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34046 members 
Mstep: Class 2 contains 13219 members 
Entering Unmasked Estep 
Score: -3693125.000000 Penalty: 5338.708496
	Iteration 59Q: 3 clusters Score -3693125 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34062 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -3693122.500000 Penalty: 5338.708496
	Iteration 60F: 3 clusters Score -3693122 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34078 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -3693109.250000 Penalty: 5338.708496
	Iteration 61Q: 3 clusters Score -3693109 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34088 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -3693114.250000 Penalty: 5338.708496
	Iteration 62Q: 3 clusters Score -3693114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34092 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -3693119.000000 Penalty: 5338.708496
	Iteration 63Q: 3 clusters Score -3693119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34095 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -3693120.750000 Penalty: 5338.708496
	Iteration 64Q: 3 clusters Score -3693121 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34100 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -3693113.750000 Penalty: 5338.708496
	Iteration 65Q: 3 clusters Score -3693114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34102 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -3693117.000000 Penalty: 5338.708496
	Iteration 66Q: 3 clusters Score -3693117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34105 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -3693117.250000 Penalty: 5338.708496
	Iteration 67Q: 3 clusters Score -3693117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34109 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -3693112.500000 Penalty: 5338.708496
	Iteration 68Q: 3 clusters Score -3693112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34110 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -3693111.500000 Penalty: 5338.708496
	Iteration 69Q: 3 clusters Score -3693112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34111 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -3693111.500000 Penalty: 5338.708496
	Iteration 70Q: 3 clusters Score -3693112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34111 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -3693111.500000 Penalty: 5338.708496
	Iteration 71F: 3 clusters Score -3693112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120611 members 
Mstep: Class 2 contains 34111 members 
Mstep: Class 3 contains 1252 members 
Mstep: Class 4 contains 152067 members 
Mstep: Class 5 contains 8903 members 
Mstep: Class 6 contains 9631 members 
Mstep: Class 7 contains 32585 members 
Mstep: Class 8 contains 3233 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3395 members 
Mstep: Class 11 contains 8133 members 
Mstep: Class 12 contains 13672 members 
Mstep: Class 13 contains 61554 members 
Mstep: Class 14 contains 2408 members 
Mstep: Class 15 contains 23360 members 
Mstep: Class 16 contains 4322 members 
Mstep: Class 17 contains 16372 members 
Mstep: Class 18 contains 75907 members 
Mstep: Class 19 contains 8718 members 
Mstep: Class 20 contains 21437 members 
Mstep: Class 21 contains 23660 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2262 members 
Mstep: Class 24 contains 61931 members 
Mstep: Class 25 contains 15511 members 
Mstep: Class 26 contains 4779 members 
Mstep: Class 27 contains 61586 members 
Mstep: Class 28 contains 5589 members 
Mstep: Class 29 contains 6263 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 77297 members 
Mstep: Class 32 contains 5002 members 
Mstep: Class 33 contains 7814 members 
Mstep: Class 34 contains 4033 members 
Mstep: Class 35 contains 532506 members 
Mstep: Class 36 contains 25539 members 
Mstep: Class 37 contains 13154 members 
Entering Unmasked Estep 
Score: -111988184.000000 Penalty: 130263.085938
Splitting cluster 2 changes total score from -111988816.000000 to -111988184.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (1252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Entering Unmasked Estep 
Score: -85032.406250 Penalty: 1768.859497
	Iteration 0F: 2 clusters Score -85032.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -82921.187500 Penalty: 3537.718994
	Iteration 0F: 3 clusters Score -82921.19 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -83229.273438 Penalty: 3537.718994
	Iteration 1F: 3 clusters Score -83229.27 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -83341.234375 Penalty: 3537.718994
	Iteration 2F: 3 clusters Score -83341.23 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -83408.554688 Penalty: 3537.718994
	Iteration 3Q: 3 clusters Score -83408.55 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -83445.039062 Penalty: 3537.718994
	Iteration 4Q: 3 clusters Score -83445.04 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -83464.960938 Penalty: 3537.718994
	Iteration 5Q: 3 clusters Score -83464.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -83479.664062 Penalty: 3537.718994
	Iteration 6Q: 3 clusters Score -83479.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -83491.562500 Penalty: 3537.718994
	Iteration 7Q: 3 clusters Score -83491.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -83498.914062 Penalty: 3537.718994
	Iteration 8Q: 3 clusters Score -83498.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -83505.359375 Penalty: 3537.718994
	Iteration 9Q: 3 clusters Score -83505.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -83508.382812 Penalty: 3537.718994
	Iteration 10Q: 3 clusters Score -83508.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -83509.546875 Penalty: 3537.718994
	Iteration 11Q: 3 clusters Score -83509.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -83511.937500 Penalty: 3537.718994
	Iteration 12Q: 3 clusters Score -83511.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -83513.210938 Penalty: 3537.718994
	Iteration 13Q: 3 clusters Score -83513.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -83513.445312 Penalty: 3537.718994
	Iteration 14Q: 3 clusters Score -83513.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -83513.445312 Penalty: 3537.718994
	Iteration 15F: 3 clusters Score -83513.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (152067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152067 members 
Entering Unmasked Estep 
Score: -12190234.000000 Penalty: 2959.155029
	Iteration 0F: 2 clusters Score -1.219023e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76032 members 
Mstep: Class 2 contains 76035 members 
Entering Unmasked Estep 
Score: -12088055.000000 Penalty: 5918.310059
	Iteration 0F: 3 clusters Score -1.208806e+07 nChanged 72786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75764 members 
Mstep: Class 2 contains 76303 members 
Entering Unmasked Estep 
Score: -12130204.000000 Penalty: 5918.310059
	Iteration 1F: 3 clusters Score -1.21302e+07 nChanged 4195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75779 members 
Mstep: Class 2 contains 76288 members 
Entering Unmasked Estep 
Score: -12131057.000000 Penalty: 5918.310059
	Iteration 2Q: 3 clusters Score -1.213106e+07 nChanged 4291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75864 members 
Mstep: Class 2 contains 76203 members 
Entering Unmasked Estep 
Score: -12131929.000000 Penalty: 5918.310059
	Iteration 3Q: 3 clusters Score -1.213193e+07 nChanged 4477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75887 members 
Mstep: Class 2 contains 76180 members 
Entering Unmasked Estep 
Score: -12133036.000000 Penalty: 5918.310059
	Iteration 4Q: 3 clusters Score -1.213304e+07 nChanged 4765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76012 members 
Mstep: Class 2 contains 76055 members 
Entering Unmasked Estep 
Score: -12134404.000000 Penalty: 5918.310059
	Iteration 5Q: 3 clusters Score -1.21344e+07 nChanged 5298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76218 members 
Mstep: Class 2 contains 75849 members 
Entering Unmasked Estep 
Score: -12136234.000000 Penalty: 5918.310059
	Iteration 6Q: 3 clusters Score -1.213623e+07 nChanged 6029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76589 members 
Mstep: Class 2 contains 75478 members 
Entering Unmasked Estep 
Score: -12138643.000000 Penalty: 5918.310059
	Iteration 7Q: 3 clusters Score -1.213864e+07 nChanged 6949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77234 members 
Mstep: Class 2 contains 74833 members 
Entering Unmasked Estep 
Score: -12141859.000000 Penalty: 5918.310059
	Iteration 8Q: 3 clusters Score -1.214186e+07 nChanged 8071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78285 members 
Mstep: Class 2 contains 73782 members 
Entering Unmasked Estep 
Score: -12146750.000000 Penalty: 5918.310059
	Iteration 9F: 3 clusters Score -1.214675e+07 nChanged 8820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79715 members 
Mstep: Class 2 contains 72352 members 
Entering Unmasked Estep 
Score: -12152685.000000 Penalty: 5918.310059
	Iteration 10F: 3 clusters Score -1.215268e+07 nChanged 8602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81211 members 
Mstep: Class 2 contains 70856 members 
Entering Unmasked Estep 
Score: -12157864.000000 Penalty: 5918.310059
	Iteration 11F: 3 clusters Score -1.215786e+07 nChanged 6612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82531 members 
Mstep: Class 2 contains 69536 members 
Entering Unmasked Estep 
Score: -12160259.000000 Penalty: 5918.310059
	Iteration 12Q: 3 clusters Score -1.216026e+07 nChanged 4097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83816 members 
Mstep: Class 2 contains 68251 members 
Entering Unmasked Estep 
Score: -12161329.000000 Penalty: 5918.310059
	Iteration 13Q: 3 clusters Score -1.216133e+07 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85118 members 
Mstep: Class 2 contains 66949 members 
Entering Unmasked Estep 
Score: -12161622.000000 Penalty: 5918.310059
	Iteration 14Q: 3 clusters Score -1.216162e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86521 members 
Mstep: Class 2 contains 65546 members 
Entering Unmasked Estep 
Score: -12161852.000000 Penalty: 5918.310059
	Iteration 15Q: 3 clusters Score -1.216185e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88048 members 
Mstep: Class 2 contains 64019 members 
Entering Unmasked Estep 
Score: -12162138.000000 Penalty: 5918.310059
	Iteration 16Q: 3 clusters Score -1.216214e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89681 members 
Mstep: Class 2 contains 62386 members 
Entering Unmasked Estep 
Score: -12162419.000000 Penalty: 5918.310059
	Iteration 17Q: 3 clusters Score -1.216242e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91438 members 
Mstep: Class 2 contains 60629 members 
Entering Unmasked Estep 
Score: -12162684.000000 Penalty: 5918.310059
	Iteration 18Q: 3 clusters Score -1.216268e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93379 members 
Mstep: Class 2 contains 58688 members 
Entering Unmasked Estep 
Score: -12163047.000000 Penalty: 5918.310059
	Iteration 19Q: 3 clusters Score -1.216305e+07 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95389 members 
Mstep: Class 2 contains 56678 members 
Entering Unmasked Estep 
Score: -12163499.000000 Penalty: 5918.310059
	Iteration 20F: 3 clusters Score -1.21635e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97553 members 
Mstep: Class 2 contains 54514 members 
Entering Unmasked Estep 
Score: -12163982.000000 Penalty: 5918.310059
	Iteration 21Q: 3 clusters Score -1.216398e+07 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99900 members 
Mstep: Class 2 contains 52167 members 
Entering Unmasked Estep 
Score: -12164519.000000 Penalty: 5918.310059
	Iteration 22Q: 3 clusters Score -1.216452e+07 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102479 members 
Mstep: Class 2 contains 49588 members 
Entering Unmasked Estep 
Score: -12165179.000000 Penalty: 5918.310059
	Iteration 23Q: 3 clusters Score -1.216518e+07 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105270 members 
Mstep: Class 2 contains 46797 members 
Entering Unmasked Estep 
Score: -12165968.000000 Penalty: 5918.310059
	Iteration 24Q: 3 clusters Score -1.216597e+07 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108255 members 
Mstep: Class 2 contains 43812 members 
Entering Unmasked Estep 
Score: -12166830.000000 Penalty: 5918.310059
	Iteration 25Q: 3 clusters Score -1.216683e+07 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111387 members 
Mstep: Class 2 contains 40680 members 
Entering Unmasked Estep 
Score: -12168002.000000 Penalty: 5918.310059
	Iteration 26Q: 3 clusters Score -1.2168e+07 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114773 members 
Mstep: Class 2 contains 37294 members 
Entering Unmasked Estep 
Score: -12169207.000000 Penalty: 5918.310059
	Iteration 27Q: 3 clusters Score -1.216921e+07 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118268 members 
Mstep: Class 2 contains 33799 members 
Entering Unmasked Estep 
Score: -12170647.000000 Penalty: 5918.310059
	Iteration 28Q: 3 clusters Score -1.217065e+07 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121967 members 
Mstep: Class 2 contains 30100 members 
Entering Unmasked Estep 
Score: -12172413.000000 Penalty: 5918.310059
	Iteration 29Q: 3 clusters Score -1.217241e+07 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125799 members 
Mstep: Class 2 contains 26268 members 
Entering Unmasked Estep 
Score: -12174220.000000 Penalty: 5918.310059
	Iteration 30Q: 3 clusters Score -1.217422e+07 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129527 members 
Mstep: Class 2 contains 22540 members 
Entering Unmasked Estep 
Score: -12176278.000000 Penalty: 5918.310059
	Iteration 31Q: 3 clusters Score -1.217628e+07 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133081 members 
Mstep: Class 2 contains 18986 members 
Entering Unmasked Estep 
Score: -12178291.000000 Penalty: 5918.310059
	Iteration 32Q: 3 clusters Score -1.217829e+07 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136274 members 
Mstep: Class 2 contains 15793 members 
Entering Unmasked Estep 
Score: -12180205.000000 Penalty: 5918.310059
	Iteration 33Q: 3 clusters Score -1.21802e+07 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139122 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -12181934.000000 Penalty: 5918.310059
	Iteration 34Q: 3 clusters Score -1.218193e+07 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141556 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -12183383.000000 Penalty: 5918.310059
	Iteration 35Q: 3 clusters Score -1.218338e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143444 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -12184480.000000 Penalty: 5918.310059
	Iteration 36Q: 3 clusters Score -1.218448e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144907 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -12185403.000000 Penalty: 5918.310059
	Iteration 37Q: 3 clusters Score -1.21854e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146079 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -12186074.000000 Penalty: 5918.310059
	Iteration 38Q: 3 clusters Score -1.218607e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146909 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -12186495.000000 Penalty: 5918.310059
	Iteration 39Q: 3 clusters Score -1.21865e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147510 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -12187086.000000 Penalty: 5918.310059
	Iteration 40F: 3 clusters Score -1.218709e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148230 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -12187555.000000 Penalty: 5918.310059
	Iteration 41Q: 3 clusters Score -1.218756e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148727 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -12187863.000000 Penalty: 5918.310059
	Iteration 42Q: 3 clusters Score -1.218786e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149052 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -12188100.000000 Penalty: 5918.310059
	Iteration 43Q: 3 clusters Score -1.21881e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149295 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -12188300.000000 Penalty: 5918.310059
	Iteration 44Q: 3 clusters Score -1.21883e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149481 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -12188374.000000 Penalty: 5918.310059
	Iteration 45Q: 3 clusters Score -1.218837e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149624 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -12188433.000000 Penalty: 5918.310059
	Iteration 46Q: 3 clusters Score -1.218843e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149732 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -12188471.000000 Penalty: 5918.310059
	Iteration 47Q: 3 clusters Score -1.218847e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149821 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -12188499.000000 Penalty: 5918.310059
	Iteration 48Q: 3 clusters Score -1.21885e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149885 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -12188493.000000 Penalty: 5918.310059
	Iteration 49Q: 3 clusters Score -1.218849e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149944 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -12188541.000000 Penalty: 5918.310059
	Iteration 50Q: 3 clusters Score -1.218854e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149994 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -12188557.000000 Penalty: 5918.310059
	Iteration 51Q: 3 clusters Score -1.218856e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150027 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -12188537.000000 Penalty: 5918.310059
	Iteration 52Q: 3 clusters Score -1.218854e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150048 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -12188554.000000 Penalty: 5918.310059
	Iteration 53Q: 3 clusters Score -1.218855e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150060 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -12188567.000000 Penalty: 5918.310059
	Iteration 54Q: 3 clusters Score -1.218857e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150069 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -12188572.000000 Penalty: 5918.310059
	Iteration 55Q: 3 clusters Score -1.218857e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150081 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -12188577.000000 Penalty: 5918.310059
	Iteration 56Q: 3 clusters Score -1.218858e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150092 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -12188573.000000 Penalty: 5918.310059
	Iteration 57Q: 3 clusters Score -1.218857e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150102 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -12188569.000000 Penalty: 5918.310059
	Iteration 58Q: 3 clusters Score -1.218857e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150118 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -12188560.000000 Penalty: 5918.310059
	Iteration 59Q: 3 clusters Score -1.218856e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150136 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -12188567.000000 Penalty: 5918.310059
	Iteration 60F: 3 clusters Score -1.218857e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150139 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -12188564.000000 Penalty: 5918.310059
	Iteration 61Q: 3 clusters Score -1.218856e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150145 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -12188569.000000 Penalty: 5918.310059
	Iteration 62Q: 3 clusters Score -1.218857e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150156 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -12188576.000000 Penalty: 5918.310059
	Iteration 63Q: 3 clusters Score -1.218858e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150169 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -12188582.000000 Penalty: 5918.310059
	Iteration 64Q: 3 clusters Score -1.218858e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150180 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -12188587.000000 Penalty: 5918.310059
	Iteration 65Q: 3 clusters Score -1.218859e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150190 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -12188602.000000 Penalty: 5918.310059
	Iteration 66Q: 3 clusters Score -1.21886e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150202 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -12188605.000000 Penalty: 5918.310059
	Iteration 67Q: 3 clusters Score -1.21886e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150209 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -12188602.000000 Penalty: 5918.310059
	Iteration 68Q: 3 clusters Score -1.21886e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150221 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -12188607.000000 Penalty: 5918.310059
	Iteration 69Q: 3 clusters Score -1.218861e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150229 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -12188599.000000 Penalty: 5918.310059
	Iteration 70Q: 3 clusters Score -1.21886e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150233 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -12188598.000000 Penalty: 5918.310059
	Iteration 71Q: 3 clusters Score -1.21886e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150234 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -12188602.000000 Penalty: 5918.310059
	Iteration 72Q: 3 clusters Score -1.21886e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150234 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -12188601.000000 Penalty: 5918.310059
	Iteration 73Q: 3 clusters Score -1.21886e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150235 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -12188601.000000 Penalty: 5918.310059
	Iteration 74Q: 3 clusters Score -1.21886e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150237 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -12188605.000000 Penalty: 5918.310059
	Iteration 75Q: 3 clusters Score -1.21886e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150237 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -12188605.000000 Penalty: 5918.310059
	Iteration 76F: 3 clusters Score -1.21886e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Entering Unmasked Estep 
Score: -657309.562500 Penalty: 2255.347656
	Iteration 0F: 2 clusters Score -657309.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -650329.687500 Penalty: 4510.695312
	Iteration 0F: 3 clusters Score -650329.7 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -652326.312500 Penalty: 4510.695312
	Iteration 1F: 3 clusters Score -652326.3 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -652775.562500 Penalty: 4510.695312
	Iteration 2F: 3 clusters Score -652775.6 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -653245.562500 Penalty: 4510.695312
	Iteration 3F: 3 clusters Score -653245.6 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -653875.000000 Penalty: 4510.695312
	Iteration 4F: 3 clusters Score -653875 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -654707.687500 Penalty: 4510.695312
	Iteration 5F: 3 clusters Score -654707.7 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -655732.125000 Penalty: 4510.695312
	Iteration 6F: 3 clusters Score -655732.1 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -656586.375000 Penalty: 4510.695312
	Iteration 7F: 3 clusters Score -656586.4 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -657093.687500 Penalty: 4510.695312
	Iteration 8F: 3 clusters Score -657093.7 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -657345.437500 Penalty: 4510.695312
	Iteration 9Q: 3 clusters Score -657345.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -657480.125000 Penalty: 4510.695312
	Iteration 10Q: 3 clusters Score -657480.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -657545.375000 Penalty: 4510.695312
	Iteration 11Q: 3 clusters Score -657545.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -657614.187500 Penalty: 4510.695312
	Iteration 12Q: 3 clusters Score -657614.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -657685.250000 Penalty: 4510.695312
	Iteration 13Q: 3 clusters Score -657685.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -657759.125000 Penalty: 4510.695312
	Iteration 14Q: 3 clusters Score -657759.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -657817.562500 Penalty: 4510.695312
	Iteration 15Q: 3 clusters Score -657817.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -657883.062500 Penalty: 4510.695312
	Iteration 16Q: 3 clusters Score -657883.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -657938.500000 Penalty: 4510.695312
	Iteration 17Q: 3 clusters Score -657938.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -657990.437500 Penalty: 4510.695312
	Iteration 18Q: 3 clusters Score -657990.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -658024.625000 Penalty: 4510.695312
	Iteration 19Q: 3 clusters Score -658024.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -658052.000000 Penalty: 4510.695312
	Iteration 20F: 3 clusters Score -658052 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -658082.812500 Penalty: 4510.695312
	Iteration 21Q: 3 clusters Score -658082.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -658111.375000 Penalty: 4510.695312
	Iteration 22Q: 3 clusters Score -658111.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -658132.625000 Penalty: 4510.695312
	Iteration 23Q: 3 clusters Score -658132.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -658148.750000 Penalty: 4510.695312
	Iteration 24Q: 3 clusters Score -658148.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -658167.250000 Penalty: 4510.695312
	Iteration 25Q: 3 clusters Score -658167.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -658189.250000 Penalty: 4510.695312
	Iteration 26Q: 3 clusters Score -658189.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -658205.875000 Penalty: 4510.695312
	Iteration 27Q: 3 clusters Score -658205.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -658223.375000 Penalty: 4510.695312
	Iteration 28Q: 3 clusters Score -658223.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -658230.812500 Penalty: 4510.695312
	Iteration 29Q: 3 clusters Score -658230.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -658232.437500 Penalty: 4510.695312
	Iteration 30Q: 3 clusters Score -658232.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -658233.812500 Penalty: 4510.695312
	Iteration 31Q: 3 clusters Score -658233.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -658236.812500 Penalty: 4510.695312
	Iteration 32Q: 3 clusters Score -658236.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -658239.125000 Penalty: 4510.695312
	Iteration 33Q: 3 clusters Score -658239.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -658241.562500 Penalty: 4510.695312
	Iteration 34Q: 3 clusters Score -658241.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -658243.562500 Penalty: 4510.695312
	Iteration 35Q: 3 clusters Score -658243.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -658246.312500 Penalty: 4510.695312
	Iteration 36Q: 3 clusters Score -658246.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -658246.750000 Penalty: 4510.695312
	Iteration 37Q: 3 clusters Score -658246.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -658247.437500 Penalty: 4510.695312
	Iteration 38Q: 3 clusters Score -658247.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -658247.000000 Penalty: 4510.695312
	Iteration 39Q: 3 clusters Score -658247 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -658247.000000 Penalty: 4510.695312
	Iteration 40F: 3 clusters Score -658247 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120611 members 
Mstep: Class 2 contains 47265 members 
Mstep: Class 3 contains 1252 members 
Mstep: Class 4 contains 152067 members 
Mstep: Class 5 contains 4398 members 
Mstep: Class 6 contains 9631 members 
Mstep: Class 7 contains 32585 members 
Mstep: Class 8 contains 3233 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3395 members 
Mstep: Class 11 contains 8133 members 
Mstep: Class 12 contains 13672 members 
Mstep: Class 13 contains 61554 members 
Mstep: Class 14 contains 2408 members 
Mstep: Class 15 contains 23360 members 
Mstep: Class 16 contains 4322 members 
Mstep: Class 17 contains 16372 members 
Mstep: Class 18 contains 75907 members 
Mstep: Class 19 contains 8718 members 
Mstep: Class 20 contains 21437 members 
Mstep: Class 21 contains 23660 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2262 members 
Mstep: Class 24 contains 61931 members 
Mstep: Class 25 contains 15511 members 
Mstep: Class 26 contains 4779 members 
Mstep: Class 27 contains 61586 members 
Mstep: Class 28 contains 5589 members 
Mstep: Class 29 contains 6263 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 77297 members 
Mstep: Class 32 contains 5002 members 
Mstep: Class 33 contains 7814 members 
Mstep: Class 34 contains 4033 members 
Mstep: Class 35 contains 532506 members 
Mstep: Class 36 contains 25539 members 
Mstep: Class 37 contains 4505 members 
Entering Unmasked Estep 
Score: -111988752.000000 Penalty: 130263.085938
Splitting cluster 5 changes total score from -111988816.000000 to -111988752.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (9631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Entering Unmasked Estep 
Score: -785908.375000 Penalty: 2274.840088
	Iteration 0F: 2 clusters Score -785908.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -778462.750000 Penalty: 4549.680176
	Iteration 0F: 3 clusters Score -778462.8 nChanged 3979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -780567.375000 Penalty: 4549.680176
	Iteration 1F: 3 clusters Score -780567.4 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -780855.187500 Penalty: 4549.680176
	Iteration 2F: 3 clusters Score -780855.2 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -781041.875000 Penalty: 4549.680176
	Iteration 3Q: 3 clusters Score -781041.9 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -781192.625000 Penalty: 4549.680176
	Iteration 4Q: 3 clusters Score -781192.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -781319.625000 Penalty: 4549.680176
	Iteration 5Q: 3 clusters Score -781319.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -781445.437500 Penalty: 4549.680176
	Iteration 6Q: 3 clusters Score -781445.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -781599.062500 Penalty: 4549.680176
	Iteration 7Q: 3 clusters Score -781599.1 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -781773.312500 Penalty: 4549.680176
	Iteration 8Q: 3 clusters Score -781773.3 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -781961.500000 Penalty: 4549.680176
	Iteration 9Q: 3 clusters Score -781961.5 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -782161.687500 Penalty: 4549.680176
	Iteration 10Q: 3 clusters Score -782161.7 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -782376.500000 Penalty: 4549.680176
	Iteration 11Q: 3 clusters Score -782376.5 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -782599.812500 Penalty: 4549.680176
	Iteration 12Q: 3 clusters Score -782599.8 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -782844.000000 Penalty: 4549.680176
	Iteration 13Q: 3 clusters Score -782844 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -783063.000000 Penalty: 4549.680176
	Iteration 14Q: 3 clusters Score -783063 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -783271.000000 Penalty: 4549.680176
	Iteration 15Q: 3 clusters Score -783271 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -783452.312500 Penalty: 4549.680176
	Iteration 16Q: 3 clusters Score -783452.3 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -783596.375000 Penalty: 4549.680176
	Iteration 17Q: 3 clusters Score -783596.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -783699.062500 Penalty: 4549.680176
	Iteration 18Q: 3 clusters Score -783699.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -783760.187500 Penalty: 4549.680176
	Iteration 19Q: 3 clusters Score -783760.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -783811.500000 Penalty: 4549.680176
	Iteration 20F: 3 clusters Score -783811.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -783846.687500 Penalty: 4549.680176
	Iteration 21Q: 3 clusters Score -783846.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -783876.125000 Penalty: 4549.680176
	Iteration 22Q: 3 clusters Score -783876.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -783898.250000 Penalty: 4549.680176
	Iteration 23Q: 3 clusters Score -783898.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -783919.812500 Penalty: 4549.680176
	Iteration 24Q: 3 clusters Score -783919.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -783939.687500 Penalty: 4549.680176
	Iteration 25Q: 3 clusters Score -783939.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -783954.812500 Penalty: 4549.680176
	Iteration 26Q: 3 clusters Score -783954.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -783968.312500 Penalty: 4549.680176
	Iteration 27Q: 3 clusters Score -783968.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -783985.937500 Penalty: 4549.680176
	Iteration 28Q: 3 clusters Score -783985.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -783995.437500 Penalty: 4549.680176
	Iteration 29Q: 3 clusters Score -783995.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -784007.125000 Penalty: 4549.680176
	Iteration 30Q: 3 clusters Score -784007.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -784015.812500 Penalty: 4549.680176
	Iteration 31Q: 3 clusters Score -784015.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -784020.125000 Penalty: 4549.680176
	Iteration 32Q: 3 clusters Score -784020.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -784029.062500 Penalty: 4549.680176
	Iteration 33Q: 3 clusters Score -784029.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -784034.000000 Penalty: 4549.680176
	Iteration 34Q: 3 clusters Score -784034 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -784040.062500 Penalty: 4549.680176
	Iteration 35Q: 3 clusters Score -784040.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -784041.000000 Penalty: 4549.680176
	Iteration 36Q: 3 clusters Score -784041 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -784045.125000 Penalty: 4549.680176
	Iteration 37Q: 3 clusters Score -784045.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -784047.687500 Penalty: 4549.680176
	Iteration 38Q: 3 clusters Score -784047.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -784050.062500 Penalty: 4549.680176
	Iteration 39Q: 3 clusters Score -784050.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -784054.687500 Penalty: 4549.680176
	Iteration 40F: 3 clusters Score -784054.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -784054.125000 Penalty: 4549.680176
	Iteration 41Q: 3 clusters Score -784054.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -784056.875000 Penalty: 4549.680176
	Iteration 42Q: 3 clusters Score -784056.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -784060.937500 Penalty: 4549.680176
	Iteration 43Q: 3 clusters Score -784060.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -784064.937500 Penalty: 4549.680176
	Iteration 44Q: 3 clusters Score -784064.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -784064.812500 Penalty: 4549.680176
	Iteration 45Q: 3 clusters Score -784064.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -784066.250000 Penalty: 4549.680176
	Iteration 46Q: 3 clusters Score -784066.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -784067.125000 Penalty: 4549.680176
	Iteration 47Q: 3 clusters Score -784067.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -784071.437500 Penalty: 4549.680176
	Iteration 48Q: 3 clusters Score -784071.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -784071.625000 Penalty: 4549.680176
	Iteration 49Q: 3 clusters Score -784071.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -784073.250000 Penalty: 4549.680176
	Iteration 50Q: 3 clusters Score -784073.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -784076.250000 Penalty: 4549.680176
	Iteration 51Q: 3 clusters Score -784076.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -784079.875000 Penalty: 4549.680176
	Iteration 52Q: 3 clusters Score -784079.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -784083.562500 Penalty: 4549.680176
	Iteration 53Q: 3 clusters Score -784083.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -784087.250000 Penalty: 4549.680176
	Iteration 54Q: 3 clusters Score -784087.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -784089.750000 Penalty: 4549.680176
	Iteration 55Q: 3 clusters Score -784089.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -784088.812500 Penalty: 4549.680176
	Iteration 56Q: 3 clusters Score -784088.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -784092.812500 Penalty: 4549.680176
	Iteration 57Q: 3 clusters Score -784092.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -784089.687500 Penalty: 4549.680176
	Iteration 58Q: 3 clusters Score -784089.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -784093.750000 Penalty: 4549.680176
	Iteration 59Q: 3 clusters Score -784093.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -784093.500000 Penalty: 4549.680176
	Iteration 60F: 3 clusters Score -784093.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -784092.062500 Penalty: 4549.680176
	Iteration 61Q: 3 clusters Score -784092.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -784093.875000 Penalty: 4549.680176
	Iteration 62Q: 3 clusters Score -784093.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -784094.250000 Penalty: 4549.680176
	Iteration 63Q: 3 clusters Score -784094.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -784095.750000 Penalty: 4549.680176
	Iteration 64Q: 3 clusters Score -784095.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -784095.062500 Penalty: 4549.680176
	Iteration 65Q: 3 clusters Score -784095.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -784098.125000 Penalty: 4549.680176
	Iteration 66Q: 3 clusters Score -784098.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -784096.625000 Penalty: 4549.680176
	Iteration 67Q: 3 clusters Score -784096.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -784097.000000 Penalty: 4549.680176
	Iteration 68Q: 3 clusters Score -784097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -784096.187500 Penalty: 4549.680176
	Iteration 69Q: 3 clusters Score -784096.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -784095.562500 Penalty: 4549.680176
	Iteration 70Q: 3 clusters Score -784095.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -784096.687500 Penalty: 4549.680176
	Iteration 71Q: 3 clusters Score -784096.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -784096.687500 Penalty: 4549.680176
	Iteration 72F: 3 clusters Score -784096.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (32585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32585 members 
Entering Unmasked Estep 
Score: -2670258.250000 Penalty: 2577.118652
	Iteration 0F: 2 clusters Score -2670258 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16346 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -2648000.250000 Penalty: 5154.237305
	Iteration 0F: 3 clusters Score -2648000 nChanged 14716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17056 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -2656041.000000 Penalty: 5154.237305
	Iteration 1F: 3 clusters Score -2656041 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -2656539.750000 Penalty: 5154.237305
	Iteration 2Q: 3 clusters Score -2656540 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18172 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -2657043.500000 Penalty: 5154.237305
	Iteration 3Q: 3 clusters Score -2657044 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19057 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -2657608.000000 Penalty: 5154.237305
	Iteration 4Q: 3 clusters Score -2657608 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20262 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -2658379.250000 Penalty: 5154.237305
	Iteration 5F: 3 clusters Score -2658379 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21792 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -2659366.000000 Penalty: 5154.237305
	Iteration 6F: 3 clusters Score -2659366 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23605 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -2660649.000000 Penalty: 5154.237305
	Iteration 7F: 3 clusters Score -2660649 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25601 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -2662201.500000 Penalty: 5154.237305
	Iteration 8F: 3 clusters Score -2662202 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27578 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -2663894.750000 Penalty: 5154.237305
	Iteration 9F: 3 clusters Score -2663895 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29297 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -2665356.000000 Penalty: 5154.237305
	Iteration 10F: 3 clusters Score -2665356 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30528 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -2666392.250000 Penalty: 5154.237305
	Iteration 11Q: 3 clusters Score -2666392 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31357 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -2667110.500000 Penalty: 5154.237305
	Iteration 12Q: 3 clusters Score -2667110 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31816 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -2667492.750000 Penalty: 5154.237305
	Iteration 13Q: 3 clusters Score -2667493 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32028 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -2667690.750000 Penalty: 5154.237305
	Iteration 14Q: 3 clusters Score -2667691 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32138 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -2667798.500000 Penalty: 5154.237305
	Iteration 15Q: 3 clusters Score -2667798 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32195 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -2667871.500000 Penalty: 5154.237305
	Iteration 16Q: 3 clusters Score -2667872 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32232 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -2667928.500000 Penalty: 5154.237305
	Iteration 17Q: 3 clusters Score -2667928 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32252 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -2667954.000000 Penalty: 5154.237305
	Iteration 18Q: 3 clusters Score -2667954 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32264 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -2667963.500000 Penalty: 5154.237305
	Iteration 19Q: 3 clusters Score -2667964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32271 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -2667977.000000 Penalty: 5154.237305
	Iteration 20F: 3 clusters Score -2667977 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32273 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -2667979.250000 Penalty: 5154.237305
	Iteration 21Q: 3 clusters Score -2667979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32274 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -2667979.750000 Penalty: 5154.237305
	Iteration 22Q: 3 clusters Score -2667980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32274 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -2667979.750000 Penalty: 5154.237305
	Iteration 23F: 3 clusters Score -2667980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Entering Unmasked Estep 
Score: -216796.781250 Penalty: 2004.129028
	Iteration 0F: 2 clusters Score -216796.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -213429.046875 Penalty: 4008.258057
	Iteration 0F: 3 clusters Score -213429 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -214151.281250 Penalty: 4008.258057
	Iteration 1F: 3 clusters Score -214151.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -214344.906250 Penalty: 4008.258057
	Iteration 2F: 3 clusters Score -214344.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -214444.468750 Penalty: 4008.258057
	Iteration 3Q: 3 clusters Score -214444.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -214516.343750 Penalty: 4008.258057
	Iteration 4Q: 3 clusters Score -214516.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -214568.359375 Penalty: 4008.258057
	Iteration 5Q: 3 clusters Score -214568.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -214611.546875 Penalty: 4008.258057
	Iteration 6Q: 3 clusters Score -214611.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -214650.062500 Penalty: 4008.258057
	Iteration 7Q: 3 clusters Score -214650.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -214688.453125 Penalty: 4008.258057
	Iteration 8Q: 3 clusters Score -214688.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -214725.562500 Penalty: 4008.258057
	Iteration 9Q: 3 clusters Score -214725.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -214761.671875 Penalty: 4008.258057
	Iteration 10Q: 3 clusters Score -214761.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -214788.500000 Penalty: 4008.258057
	Iteration 11Q: 3 clusters Score -214788.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -214832.203125 Penalty: 4008.258057
	Iteration 12Q: 3 clusters Score -214832.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -214869.859375 Penalty: 4008.258057
	Iteration 13Q: 3 clusters Score -214869.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -214903.687500 Penalty: 4008.258057
	Iteration 14Q: 3 clusters Score -214903.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -214927.015625 Penalty: 4008.258057
	Iteration 15Q: 3 clusters Score -214927 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -214943.265625 Penalty: 4008.258057
	Iteration 16Q: 3 clusters Score -214943.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -214954.734375 Penalty: 4008.258057
	Iteration 17Q: 3 clusters Score -214954.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -214965.281250 Penalty: 4008.258057
	Iteration 18Q: 3 clusters Score -214965.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -214974.062500 Penalty: 4008.258057
	Iteration 19Q: 3 clusters Score -214974.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -214984.015625 Penalty: 4008.258057
	Iteration 20F: 3 clusters Score -214984 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -214990.265625 Penalty: 4008.258057
	Iteration 21Q: 3 clusters Score -214990.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -214996.015625 Penalty: 4008.258057
	Iteration 22Q: 3 clusters Score -214996 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -215001.281250 Penalty: 4008.258057
	Iteration 23Q: 3 clusters Score -215001.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -215011.640625 Penalty: 4008.258057
	Iteration 24Q: 3 clusters Score -215011.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -215021.000000 Penalty: 4008.258057
	Iteration 25Q: 3 clusters Score -215021 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -215030.328125 Penalty: 4008.258057
	Iteration 26Q: 3 clusters Score -215030.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -215040.093750 Penalty: 4008.258057
	Iteration 27Q: 3 clusters Score -215040.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -215043.531250 Penalty: 4008.258057
	Iteration 28Q: 3 clusters Score -215043.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -215049.843750 Penalty: 4008.258057
	Iteration 29Q: 3 clusters Score -215049.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -215051.859375 Penalty: 4008.258057
	Iteration 30Q: 3 clusters Score -215051.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -215053.671875 Penalty: 4008.258057
	Iteration 31Q: 3 clusters Score -215053.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -215055.500000 Penalty: 4008.258057
	Iteration 32Q: 3 clusters Score -215055.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -215057.359375 Penalty: 4008.258057
	Iteration 33Q: 3 clusters Score -215057.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -215058.625000 Penalty: 4008.258057
	Iteration 34Q: 3 clusters Score -215058.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -215059.828125 Penalty: 4008.258057
	Iteration 35Q: 3 clusters Score -215059.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -215061.140625 Penalty: 4008.258057
	Iteration 36Q: 3 clusters Score -215061.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -215063.265625 Penalty: 4008.258057
	Iteration 37Q: 3 clusters Score -215063.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -215066.250000 Penalty: 4008.258057
	Iteration 38Q: 3 clusters Score -215066.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -215069.515625 Penalty: 4008.258057
	Iteration 39Q: 3 clusters Score -215069.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -215071.281250 Penalty: 4008.258057
	Iteration 40F: 3 clusters Score -215071.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -215071.515625 Penalty: 4008.258057
	Iteration 41Q: 3 clusters Score -215071.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -215071.515625 Penalty: 4008.258057
	Iteration 42F: 3 clusters Score -215071.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Entering Unmasked Estep 
Score: -226188.890625 Penalty: 1973.553589
	Iteration 0F: 2 clusters Score -226188.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -223039.953125 Penalty: 3947.107178
	Iteration 0F: 3 clusters Score -223040 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -223665.593750 Penalty: 3947.107178
	Iteration 1F: 3 clusters Score -223665.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -223818.750000 Penalty: 3947.107178
	Iteration 2F: 3 clusters Score -223818.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -223882.687500 Penalty: 3947.107178
	Iteration 3Q: 3 clusters Score -223882.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -223930.156250 Penalty: 3947.107178
	Iteration 4Q: 3 clusters Score -223930.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -223968.437500 Penalty: 3947.107178
	Iteration 5Q: 3 clusters Score -223968.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -224004.828125 Penalty: 3947.107178
	Iteration 6Q: 3 clusters Score -224004.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -224028.281250 Penalty: 3947.107178
	Iteration 7Q: 3 clusters Score -224028.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -224043.218750 Penalty: 3947.107178
	Iteration 8Q: 3 clusters Score -224043.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -224052.640625 Penalty: 3947.107178
	Iteration 9Q: 3 clusters Score -224052.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -224059.500000 Penalty: 3947.107178
	Iteration 10Q: 3 clusters Score -224059.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -224065.156250 Penalty: 3947.107178
	Iteration 11Q: 3 clusters Score -224065.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -224070.562500 Penalty: 3947.107178
	Iteration 12Q: 3 clusters Score -224070.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -224074.171875 Penalty: 3947.107178
	Iteration 13Q: 3 clusters Score -224074.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -224080.187500 Penalty: 3947.107178
	Iteration 14Q: 3 clusters Score -224080.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -224082.406250 Penalty: 3947.107178
	Iteration 15Q: 3 clusters Score -224082.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -224083.703125 Penalty: 3947.107178
	Iteration 16Q: 3 clusters Score -224083.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -224085.812500 Penalty: 3947.107178
	Iteration 17Q: 3 clusters Score -224085.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -224089.593750 Penalty: 3947.107178
	Iteration 18Q: 3 clusters Score -224089.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -224094.171875 Penalty: 3947.107178
	Iteration 19Q: 3 clusters Score -224094.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -224098.218750 Penalty: 3947.107178
	Iteration 20F: 3 clusters Score -224098.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -224102.859375 Penalty: 3947.107178
	Iteration 21Q: 3 clusters Score -224102.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -224105.062500 Penalty: 3947.107178
	Iteration 22Q: 3 clusters Score -224105.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -224106.265625 Penalty: 3947.107178
	Iteration 23Q: 3 clusters Score -224106.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -224107.796875 Penalty: 3947.107178
	Iteration 24Q: 3 clusters Score -224107.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -224108.968750 Penalty: 3947.107178
	Iteration 25Q: 3 clusters Score -224109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -224111.000000 Penalty: 3947.107178
	Iteration 26Q: 3 clusters Score -224111 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -224111.890625 Penalty: 3947.107178
	Iteration 27Q: 3 clusters Score -224111.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -224112.843750 Penalty: 3947.107178
	Iteration 28Q: 3 clusters Score -224112.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -224116.906250 Penalty: 3947.107178
	Iteration 29Q: 3 clusters Score -224116.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -224119.015625 Penalty: 3947.107178
	Iteration 30Q: 3 clusters Score -224119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -224120.921875 Penalty: 3947.107178
	Iteration 31Q: 3 clusters Score -224120.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -224122.218750 Penalty: 3947.107178
	Iteration 32Q: 3 clusters Score -224122.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -224123.984375 Penalty: 3947.107178
	Iteration 33Q: 3 clusters Score -224124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -224124.140625 Penalty: 3947.107178
	Iteration 34Q: 3 clusters Score -224124.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -224125.031250 Penalty: 3947.107178
	Iteration 35Q: 3 clusters Score -224125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -224126.312500 Penalty: 3947.107178
	Iteration 36Q: 3 clusters Score -224126.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -224127.062500 Penalty: 3947.107178
	Iteration 37Q: 3 clusters Score -224127.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -224127.718750 Penalty: 3947.107178
	Iteration 38Q: 3 clusters Score -224127.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -224128.390625 Penalty: 3947.107178
	Iteration 39Q: 3 clusters Score -224128.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -224129.515625 Penalty: 3947.107178
	Iteration 40F: 3 clusters Score -224129.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Entering Unmasked Estep 
Score: -263700.812500 Penalty: 2016.254639
	Iteration 0F: 2 clusters Score -263700.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -260215.421875 Penalty: 4032.509277
	Iteration 0F: 3 clusters Score -260215.4 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -260955.359375 Penalty: 4032.509277
	Iteration 1F: 3 clusters Score -260955.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -261127.890625 Penalty: 4032.509277
	Iteration 2F: 3 clusters Score -261127.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -261215.531250 Penalty: 4032.509277
	Iteration 3Q: 3 clusters Score -261215.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -261283.953125 Penalty: 4032.509277
	Iteration 4Q: 3 clusters Score -261284 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -261336.390625 Penalty: 4032.509277
	Iteration 5Q: 3 clusters Score -261336.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -261370.468750 Penalty: 4032.509277
	Iteration 6Q: 3 clusters Score -261370.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -261404.859375 Penalty: 4032.509277
	Iteration 7Q: 3 clusters Score -261404.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -261436.031250 Penalty: 4032.509277
	Iteration 8Q: 3 clusters Score -261436 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -261460.453125 Penalty: 4032.509277
	Iteration 9Q: 3 clusters Score -261460.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -261489.015625 Penalty: 4032.509277
	Iteration 10Q: 3 clusters Score -261489 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -261506.062500 Penalty: 4032.509277
	Iteration 11Q: 3 clusters Score -261506.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -261520.265625 Penalty: 4032.509277
	Iteration 12Q: 3 clusters Score -261520.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -261537.328125 Penalty: 4032.509277
	Iteration 13Q: 3 clusters Score -261537.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -261551.609375 Penalty: 4032.509277
	Iteration 14Q: 3 clusters Score -261551.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -261565.734375 Penalty: 4032.509277
	Iteration 15Q: 3 clusters Score -261565.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -261581.031250 Penalty: 4032.509277
	Iteration 16Q: 3 clusters Score -261581 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -261594.171875 Penalty: 4032.509277
	Iteration 17Q: 3 clusters Score -261594.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -261603.156250 Penalty: 4032.509277
	Iteration 18Q: 3 clusters Score -261603.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -261615.156250 Penalty: 4032.509277
	Iteration 19Q: 3 clusters Score -261615.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -261625.015625 Penalty: 4032.509277
	Iteration 20F: 3 clusters Score -261625 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -261632.046875 Penalty: 4032.509277
	Iteration 21Q: 3 clusters Score -261632 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -261638.109375 Penalty: 4032.509277
	Iteration 22Q: 3 clusters Score -261638.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -261646.781250 Penalty: 4032.509277
	Iteration 23Q: 3 clusters Score -261646.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -261655.250000 Penalty: 4032.509277
	Iteration 24Q: 3 clusters Score -261655.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -261658.968750 Penalty: 4032.509277
	Iteration 25Q: 3 clusters Score -261659 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -261661.375000 Penalty: 4032.509277
	Iteration 26Q: 3 clusters Score -261661.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -261664.812500 Penalty: 4032.509277
	Iteration 27Q: 3 clusters Score -261664.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -261666.234375 Penalty: 4032.509277
	Iteration 28Q: 3 clusters Score -261666.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -261667.171875 Penalty: 4032.509277
	Iteration 29Q: 3 clusters Score -261667.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -261668.875000 Penalty: 4032.509277
	Iteration 30Q: 3 clusters Score -261668.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -261670.343750 Penalty: 4032.509277
	Iteration 31Q: 3 clusters Score -261670.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -261670.968750 Penalty: 4032.509277
	Iteration 32Q: 3 clusters Score -261671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -261671.859375 Penalty: 4032.509277
	Iteration 33Q: 3 clusters Score -261671.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -261671.859375 Penalty: 4032.509277
	Iteration 34F: 3 clusters Score -261671.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Entering Unmasked Estep 
Score: -629487.625000 Penalty: 2232.913818
	Iteration 0F: 2 clusters Score -629487.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -622905.625000 Penalty: 4465.827637
	Iteration 0F: 3 clusters Score -622905.6 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -624724.937500 Penalty: 4465.827637
	Iteration 1F: 3 clusters Score -624724.9 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -625083.937500 Penalty: 4465.827637
	Iteration 2F: 3 clusters Score -625083.9 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -625460.812500 Penalty: 4465.827637
	Iteration 3F: 3 clusters Score -625460.8 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -625806.750000 Penalty: 4465.827637
	Iteration 4F: 3 clusters Score -625806.8 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -626178.125000 Penalty: 4465.827637
	Iteration 5F: 3 clusters Score -626178.1 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -626512.125000 Penalty: 4465.827637
	Iteration 6F: 3 clusters Score -626512.1 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -626780.437500 Penalty: 4465.827637
	Iteration 7Q: 3 clusters Score -626780.4 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -627019.937500 Penalty: 4465.827637
	Iteration 8Q: 3 clusters Score -627019.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -627214.437500 Penalty: 4465.827637
	Iteration 9Q: 3 clusters Score -627214.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -627378.062500 Penalty: 4465.827637
	Iteration 10Q: 3 clusters Score -627378.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -627529.250000 Penalty: 4465.827637
	Iteration 11Q: 3 clusters Score -627529.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -627674.875000 Penalty: 4465.827637
	Iteration 12Q: 3 clusters Score -627674.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -627800.625000 Penalty: 4465.827637
	Iteration 13Q: 3 clusters Score -627800.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -627919.625000 Penalty: 4465.827637
	Iteration 14Q: 3 clusters Score -627919.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -628053.375000 Penalty: 4465.827637
	Iteration 15Q: 3 clusters Score -628053.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -628162.062500 Penalty: 4465.827637
	Iteration 16Q: 3 clusters Score -628162.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -628260.062500 Penalty: 4465.827637
	Iteration 17Q: 3 clusters Score -628260.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -628346.812500 Penalty: 4465.827637
	Iteration 18Q: 3 clusters Score -628346.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -628416.312500 Penalty: 4465.827637
	Iteration 19Q: 3 clusters Score -628416.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -628458.937500 Penalty: 4465.827637
	Iteration 20F: 3 clusters Score -628458.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -628490.000000 Penalty: 4465.827637
	Iteration 21Q: 3 clusters Score -628490 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -628521.312500 Penalty: 4465.827637
	Iteration 22Q: 3 clusters Score -628521.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -628550.437500 Penalty: 4465.827637
	Iteration 23Q: 3 clusters Score -628550.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -628581.062500 Penalty: 4465.827637
	Iteration 24Q: 3 clusters Score -628581.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -628608.187500 Penalty: 4465.827637
	Iteration 25Q: 3 clusters Score -628608.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -628630.937500 Penalty: 4465.827637
	Iteration 26Q: 3 clusters Score -628630.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -628655.687500 Penalty: 4465.827637
	Iteration 27Q: 3 clusters Score -628655.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -628681.625000 Penalty: 4465.827637
	Iteration 28Q: 3 clusters Score -628681.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -628706.062500 Penalty: 4465.827637
	Iteration 29Q: 3 clusters Score -628706.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -628716.250000 Penalty: 4465.827637
	Iteration 30Q: 3 clusters Score -628716.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -628724.562500 Penalty: 4465.827637
	Iteration 31Q: 3 clusters Score -628724.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -628732.937500 Penalty: 4465.827637
	Iteration 32Q: 3 clusters Score -628732.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -628749.062500 Penalty: 4465.827637
	Iteration 33Q: 3 clusters Score -628749.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -628765.562500 Penalty: 4465.827637
	Iteration 34Q: 3 clusters Score -628765.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -628778.750000 Penalty: 4465.827637
	Iteration 35Q: 3 clusters Score -628778.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -628788.250000 Penalty: 4465.827637
	Iteration 36Q: 3 clusters Score -628788.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -628793.812500 Penalty: 4465.827637
	Iteration 37Q: 3 clusters Score -628793.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -628803.187500 Penalty: 4465.827637
	Iteration 38Q: 3 clusters Score -628803.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -628808.312500 Penalty: 4465.827637
	Iteration 39Q: 3 clusters Score -628808.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -628809.000000 Penalty: 4465.827637
	Iteration 40F: 3 clusters Score -628809 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -628812.437500 Penalty: 4465.827637
	Iteration 41Q: 3 clusters Score -628812.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -628813.812500 Penalty: 4465.827637
	Iteration 42Q: 3 clusters Score -628813.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -628814.687500 Penalty: 4465.827637
	Iteration 43Q: 3 clusters Score -628814.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -628814.625000 Penalty: 4465.827637
	Iteration 44Q: 3 clusters Score -628814.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -628816.125000 Penalty: 4465.827637
	Iteration 45Q: 3 clusters Score -628816.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -628817.500000 Penalty: 4465.827637
	Iteration 46Q: 3 clusters Score -628817.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -628817.500000 Penalty: 4465.827637
	Iteration 47F: 3 clusters Score -628817.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (13672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Entering Unmasked Estep 
Score: -1055846.375000 Penalty: 2361.730225
	Iteration 0F: 2 clusters Score -1055846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1045824.187500 Penalty: 4723.460449
	Iteration 0F: 3 clusters Score -1045824 nChanged 5819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -1048948.625000 Penalty: 4723.460449
	Iteration 1F: 3 clusters Score -1048949 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1049613.125000 Penalty: 4723.460449
	Iteration 2F: 3 clusters Score -1049613 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -1050325.500000 Penalty: 4723.460449
	Iteration 3F: 3 clusters Score -1050326 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -1050987.500000 Penalty: 4723.460449
	Iteration 4F: 3 clusters Score -1050988 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -1051710.625000 Penalty: 4723.460449
	Iteration 5F: 3 clusters Score -1051711 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -1052356.875000 Penalty: 4723.460449
	Iteration 6F: 3 clusters Score -1052357 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -1052849.875000 Penalty: 4723.460449
	Iteration 7Q: 3 clusters Score -1052850 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -1053170.250000 Penalty: 4723.460449
	Iteration 8Q: 3 clusters Score -1053170 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -1053355.125000 Penalty: 4723.460449
	Iteration 9Q: 3 clusters Score -1053355 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -1053446.500000 Penalty: 4723.460449
	Iteration 10Q: 3 clusters Score -1053446 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -1053493.250000 Penalty: 4723.460449
	Iteration 11Q: 3 clusters Score -1053493 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -1053522.625000 Penalty: 4723.460449
	Iteration 12Q: 3 clusters Score -1053523 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -1053542.750000 Penalty: 4723.460449
	Iteration 13Q: 3 clusters Score -1053543 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -1053562.250000 Penalty: 4723.460449
	Iteration 14Q: 3 clusters Score -1053562 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -1053580.000000 Penalty: 4723.460449
	Iteration 15Q: 3 clusters Score -1053580 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -1053594.500000 Penalty: 4723.460449
	Iteration 16Q: 3 clusters Score -1053594 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -1053609.000000 Penalty: 4723.460449
	Iteration 17Q: 3 clusters Score -1053609 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -1053618.250000 Penalty: 4723.460449
	Iteration 18Q: 3 clusters Score -1053618 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -1053630.875000 Penalty: 4723.460449
	Iteration 19Q: 3 clusters Score -1053631 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -1053640.500000 Penalty: 4723.460449
	Iteration 20F: 3 clusters Score -1053640 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -1053651.875000 Penalty: 4723.460449
	Iteration 21Q: 3 clusters Score -1053652 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -1053664.750000 Penalty: 4723.460449
	Iteration 22Q: 3 clusters Score -1053665 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -1053674.375000 Penalty: 4723.460449
	Iteration 23Q: 3 clusters Score -1053674 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -1053690.875000 Penalty: 4723.460449
	Iteration 24Q: 3 clusters Score -1053691 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -1053702.750000 Penalty: 4723.460449
	Iteration 25Q: 3 clusters Score -1053703 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -1053715.375000 Penalty: 4723.460449
	Iteration 26Q: 3 clusters Score -1053715 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -1053731.500000 Penalty: 4723.460449
	Iteration 27Q: 3 clusters Score -1053732 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -1053751.125000 Penalty: 4723.460449
	Iteration 28Q: 3 clusters Score -1053751 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -1053768.625000 Penalty: 4723.460449
	Iteration 29Q: 3 clusters Score -1053769 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -1053793.750000 Penalty: 4723.460449
	Iteration 30Q: 3 clusters Score -1053794 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -1053821.250000 Penalty: 4723.460449
	Iteration 31Q: 3 clusters Score -1053821 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -1053866.250000 Penalty: 4723.460449
	Iteration 32Q: 3 clusters Score -1053866 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -1053907.375000 Penalty: 4723.460449
	Iteration 33Q: 3 clusters Score -1053907 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -1053953.875000 Penalty: 4723.460449
	Iteration 34Q: 3 clusters Score -1053954 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -1054018.000000 Penalty: 4723.460449
	Iteration 35Q: 3 clusters Score -1054018 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -1054079.625000 Penalty: 4723.460449
	Iteration 36Q: 3 clusters Score -1054080 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -1054154.875000 Penalty: 4723.460449
	Iteration 37Q: 3 clusters Score -1054155 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -1054219.625000 Penalty: 4723.460449
	Iteration 38Q: 3 clusters Score -1054220 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -1054276.000000 Penalty: 4723.460449
	Iteration 39Q: 3 clusters Score -1054276 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -1054330.250000 Penalty: 4723.460449
	Iteration 40F: 3 clusters Score -1054330 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -1054380.875000 Penalty: 4723.460449
	Iteration 41Q: 3 clusters Score -1054381 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -1054419.000000 Penalty: 4723.460449
	Iteration 42Q: 3 clusters Score -1054419 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -1054446.125000 Penalty: 4723.460449
	Iteration 43Q: 3 clusters Score -1054446 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -1054462.250000 Penalty: 4723.460449
	Iteration 44Q: 3 clusters Score -1054462 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -1054474.625000 Penalty: 4723.460449
	Iteration 45Q: 3 clusters Score -1054475 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -1054482.625000 Penalty: 4723.460449
	Iteration 46Q: 3 clusters Score -1054483 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -1054488.375000 Penalty: 4723.460449
	Iteration 47Q: 3 clusters Score -1054488 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -1054494.250000 Penalty: 4723.460449
	Iteration 48Q: 3 clusters Score -1054494 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -1054496.625000 Penalty: 4723.460449
	Iteration 49Q: 3 clusters Score -1054497 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -1054497.875000 Penalty: 4723.460449
	Iteration 50Q: 3 clusters Score -1054498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -1054498.500000 Penalty: 4723.460449
	Iteration 51Q: 3 clusters Score -1054498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -1054497.375000 Penalty: 4723.460449
	Iteration 52Q: 3 clusters Score -1054497 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -1054500.250000 Penalty: 4723.460449
	Iteration 53Q: 3 clusters Score -1054500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -1054498.500000 Penalty: 4723.460449
	Iteration 54Q: 3 clusters Score -1054498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -1054500.000000 Penalty: 4723.460449
	Iteration 55Q: 3 clusters Score -1054500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -1054501.875000 Penalty: 4723.460449
	Iteration 56Q: 3 clusters Score -1054502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -1054502.250000 Penalty: 4723.460449
	Iteration 57Q: 3 clusters Score -1054502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -1054501.250000 Penalty: 4723.460449
	Iteration 58Q: 3 clusters Score -1054501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -1054504.000000 Penalty: 4723.460449
	Iteration 59Q: 3 clusters Score -1054504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -1054504.750000 Penalty: 4723.460449
	Iteration 60F: 3 clusters Score -1054505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -1054504.875000 Penalty: 4723.460449
	Iteration 61Q: 3 clusters Score -1054505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -1054506.500000 Penalty: 4723.460449
	Iteration 62Q: 3 clusters Score -1054506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -1054506.250000 Penalty: 4723.460449
	Iteration 63Q: 3 clusters Score -1054506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -1054508.000000 Penalty: 4723.460449
	Iteration 64Q: 3 clusters Score -1054508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -1054510.250000 Penalty: 4723.460449
	Iteration 65Q: 3 clusters Score -1054510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -1054511.375000 Penalty: 4723.460449
	Iteration 66Q: 3 clusters Score -1054511 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -1054515.500000 Penalty: 4723.460449
	Iteration 67Q: 3 clusters Score -1054516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -1054519.500000 Penalty: 4723.460449
	Iteration 68Q: 3 clusters Score -1054520 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -1054526.750000 Penalty: 4723.460449
	Iteration 69Q: 3 clusters Score -1054527 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -1054531.625000 Penalty: 4723.460449
	Iteration 70Q: 3 clusters Score -1054532 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -1054535.750000 Penalty: 4723.460449
	Iteration 71Q: 3 clusters Score -1054536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -1054540.500000 Penalty: 4723.460449
	Iteration 72Q: 3 clusters Score -1054540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -1054541.250000 Penalty: 4723.460449
	Iteration 73Q: 3 clusters Score -1054541 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -1054543.125000 Penalty: 4723.460449
	Iteration 74Q: 3 clusters Score -1054543 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -1054542.500000 Penalty: 4723.460449
	Iteration 75Q: 3 clusters Score -1054542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -1054545.250000 Penalty: 4723.460449
	Iteration 76Q: 3 clusters Score -1054545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -1054545.250000 Penalty: 4723.460449
	Iteration 77Q: 3 clusters Score -1054545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -1054545.750000 Penalty: 4723.460449
	Iteration 78Q: 3 clusters Score -1054546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -1054547.375000 Penalty: 4723.460449
	Iteration 79Q: 3 clusters Score -1054547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -1054549.375000 Penalty: 4723.460449
	Iteration 80F: 3 clusters Score -1054549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -1054551.000000 Penalty: 4723.460449
	Iteration 81Q: 3 clusters Score -1054551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -1054550.375000 Penalty: 4723.460449
	Iteration 82Q: 3 clusters Score -1054550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -1054549.125000 Penalty: 4723.460449
	Iteration 83Q: 3 clusters Score -1054549 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -1054549.125000 Penalty: 4723.460449
	Iteration 84F: 3 clusters Score -1054549 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (61554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61554 members 
Entering Unmasked Estep 
Score: -4823049.000000 Penalty: 2734.862061
	Iteration 0F: 2 clusters Score -4823049 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30925 members 
Mstep: Class 2 contains 30629 members 
Entering Unmasked Estep 
Score: -4781836.000000 Penalty: 5469.724121
	Iteration 0F: 3 clusters Score -4781836 nChanged 28616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32149 members 
Mstep: Class 2 contains 29405 members 
Entering Unmasked Estep 
Score: -4798001.500000 Penalty: 5469.724121
	Iteration 1F: 3 clusters Score -4798002 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32889 members 
Mstep: Class 2 contains 28665 members 
Entering Unmasked Estep 
Score: -4798677.500000 Penalty: 5469.724121
	Iteration 2Q: 3 clusters Score -4798678 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34002 members 
Mstep: Class 2 contains 27552 members 
Entering Unmasked Estep 
Score: -4799476.500000 Penalty: 5469.724121
	Iteration 3Q: 3 clusters Score -4799476 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35583 members 
Mstep: Class 2 contains 25971 members 
Entering Unmasked Estep 
Score: -4800423.500000 Penalty: 5469.724121
	Iteration 4Q: 3 clusters Score -4800424 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37797 members 
Mstep: Class 2 contains 23757 members 
Entering Unmasked Estep 
Score: -4801780.000000 Penalty: 5469.724121
	Iteration 5Q: 3 clusters Score -4801780 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40810 members 
Mstep: Class 2 contains 20744 members 
Entering Unmasked Estep 
Score: -4803599.000000 Penalty: 5469.724121
	Iteration 6F: 3 clusters Score -4803599 nChanged 4055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44653 members 
Mstep: Class 2 contains 16901 members 
Entering Unmasked Estep 
Score: -4806314.000000 Penalty: 5469.724121
	Iteration 7F: 3 clusters Score -4806314 nChanged 4399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48990 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -4809634.000000 Penalty: 5469.724121
	Iteration 8F: 3 clusters Score -4809634 nChanged 4379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53339 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -4813472.500000 Penalty: 5469.724121
	Iteration 9F: 3 clusters Score -4813472 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56975 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -4816750.000000 Penalty: 5469.724121
	Iteration 10F: 3 clusters Score -4816750 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59346 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -4818996.500000 Penalty: 5469.724121
	Iteration 11Q: 3 clusters Score -4818996 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60502 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -4820046.000000 Penalty: 5469.724121
	Iteration 12Q: 3 clusters Score -4820046 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60939 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -4820443.000000 Penalty: 5469.724121
	Iteration 13Q: 3 clusters Score -4820443 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61090 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -4820606.000000 Penalty: 5469.724121
	Iteration 14Q: 3 clusters Score -4820606 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61161 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -4820691.000000 Penalty: 5469.724121
	Iteration 15Q: 3 clusters Score -4820691 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61195 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -4820740.500000 Penalty: 5469.724121
	Iteration 16Q: 3 clusters Score -4820740 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61211 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -4820768.000000 Penalty: 5469.724121
	Iteration 17Q: 3 clusters Score -4820768 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61214 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -4820786.500000 Penalty: 5469.724121
	Iteration 18Q: 3 clusters Score -4820786 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61220 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -4820807.500000 Penalty: 5469.724121
	Iteration 19Q: 3 clusters Score -4820808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61225 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -4820808.000000 Penalty: 5469.724121
	Iteration 20F: 3 clusters Score -4820808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61225 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -4820813.000000 Penalty: 5469.724121
	Iteration 21Q: 3 clusters Score -4820813 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61228 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -4820817.000000 Penalty: 5469.724121
	Iteration 22Q: 3 clusters Score -4820817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61230 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -4820822.000000 Penalty: 5469.724121
	Iteration 23Q: 3 clusters Score -4820822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61230 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -4820822.000000 Penalty: 5469.724121
	Iteration 24F: 3 clusters Score -4820822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Entering Unmasked Estep 
Score: -150213.062500 Penalty: 1931.064941
	Iteration 0F: 2 clusters Score -150213.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -147507.546875 Penalty: 3862.129883
	Iteration 0F: 3 clusters Score -147507.5 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -148260.468750 Penalty: 3862.129883
	Iteration 1F: 3 clusters Score -148260.5 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -148529.000000 Penalty: 3862.129883
	Iteration 2F: 3 clusters Score -148529 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -148740.156250 Penalty: 3862.129883
	Iteration 3F: 3 clusters Score -148740.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -148920.484375 Penalty: 3862.129883
	Iteration 4F: 3 clusters Score -148920.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -149078.656250 Penalty: 3862.129883
	Iteration 5Q: 3 clusters Score -149078.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -149221.687500 Penalty: 3862.129883
	Iteration 6Q: 3 clusters Score -149221.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -149358.562500 Penalty: 3862.129883
	Iteration 7Q: 3 clusters Score -149358.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -149462.140625 Penalty: 3862.129883
	Iteration 8Q: 3 clusters Score -149462.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -149512.375000 Penalty: 3862.129883
	Iteration 9Q: 3 clusters Score -149512.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -149536.000000 Penalty: 3862.129883
	Iteration 10Q: 3 clusters Score -149536 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -149561.921875 Penalty: 3862.129883
	Iteration 11Q: 3 clusters Score -149561.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -149584.078125 Penalty: 3862.129883
	Iteration 12Q: 3 clusters Score -149584.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -149598.296875 Penalty: 3862.129883
	Iteration 13Q: 3 clusters Score -149598.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -149614.015625 Penalty: 3862.129883
	Iteration 14Q: 3 clusters Score -149614 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -149624.687500 Penalty: 3862.129883
	Iteration 15Q: 3 clusters Score -149624.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -149627.781250 Penalty: 3862.129883
	Iteration 16Q: 3 clusters Score -149627.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -149627.937500 Penalty: 3862.129883
	Iteration 17Q: 3 clusters Score -149627.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -149627.937500 Penalty: 3862.129883
	Iteration 18F: 3 clusters Score -149627.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (23360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23360 members 
Entering Unmasked Estep 
Score: -1844638.375000 Penalty: 2494.577637
	Iteration 0F: 2 clusters Score -1844638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -1828461.875000 Penalty: 4989.155273
	Iteration 0F: 3 clusters Score -1828462 nChanged 10441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -1834782.250000 Penalty: 4989.155273
	Iteration 1F: 3 clusters Score -1834782 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -1835909.625000 Penalty: 4989.155273
	Iteration 2F: 3 clusters Score -1835910 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 14334 members 
Entering Unmasked Estep 
Score: -1837071.250000 Penalty: 4989.155273
	Iteration 3F: 3 clusters Score -1837071 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -1838367.125000 Penalty: 4989.155273
	Iteration 4F: 3 clusters Score -1838367 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 17017 members 
Entering Unmasked Estep 
Score: -1839856.500000 Penalty: 4989.155273
	Iteration 5F: 3 clusters Score -1839856 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 18372 members 
Entering Unmasked Estep 
Score: -1841287.125000 Penalty: 4989.155273
	Iteration 6F: 3 clusters Score -1841287 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 19458 members 
Entering Unmasked Estep 
Score: -1842403.000000 Penalty: 4989.155273
	Iteration 7F: 3 clusters Score -1842403 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 20202 members 
Entering Unmasked Estep 
Score: -1843051.875000 Penalty: 4989.155273
	Iteration 8Q: 3 clusters Score -1843052 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 20712 members 
Entering Unmasked Estep 
Score: -1843439.250000 Penalty: 4989.155273
	Iteration 9Q: 3 clusters Score -1843439 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 21073 members 
Entering Unmasked Estep 
Score: -1843659.875000 Penalty: 4989.155273
	Iteration 10Q: 3 clusters Score -1843660 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 21319 members 
Entering Unmasked Estep 
Score: -1843793.875000 Penalty: 4989.155273
	Iteration 11Q: 3 clusters Score -1843794 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 21524 members 
Entering Unmasked Estep 
Score: -1843910.000000 Penalty: 4989.155273
	Iteration 12Q: 3 clusters Score -1843910 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 21684 members 
Entering Unmasked Estep 
Score: -1843995.625000 Penalty: 4989.155273
	Iteration 13Q: 3 clusters Score -1843996 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 21791 members 
Entering Unmasked Estep 
Score: -1844057.375000 Penalty: 4989.155273
	Iteration 14Q: 3 clusters Score -1844057 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 21875 members 
Entering Unmasked Estep 
Score: -1844111.500000 Penalty: 4989.155273
	Iteration 15Q: 3 clusters Score -1844112 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 21931 members 
Entering Unmasked Estep 
Score: -1844151.000000 Penalty: 4989.155273
	Iteration 16Q: 3 clusters Score -1844151 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 21972 members 
Entering Unmasked Estep 
Score: -1844173.625000 Penalty: 4989.155273
	Iteration 17Q: 3 clusters Score -1844174 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 22011 members 
Entering Unmasked Estep 
Score: -1844185.500000 Penalty: 4989.155273
	Iteration 18Q: 3 clusters Score -1844186 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 22026 members 
Entering Unmasked Estep 
Score: -1844194.000000 Penalty: 4989.155273
	Iteration 19Q: 3 clusters Score -1844194 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 22034 members 
Entering Unmasked Estep 
Score: -1844196.375000 Penalty: 4989.155273
	Iteration 20F: 3 clusters Score -1844196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 22038 members 
Entering Unmasked Estep 
Score: -1844198.250000 Penalty: 4989.155273
	Iteration 21Q: 3 clusters Score -1844198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 22039 members 
Entering Unmasked Estep 
Score: -1844195.875000 Penalty: 4989.155273
	Iteration 22Q: 3 clusters Score -1844196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 22041 members 
Entering Unmasked Estep 
Score: -1844196.500000 Penalty: 4989.155273
	Iteration 23Q: 3 clusters Score -1844196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 22042 members 
Entering Unmasked Estep 
Score: -1844195.875000 Penalty: 4989.155273
	Iteration 24Q: 3 clusters Score -1844196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 22043 members 
Entering Unmasked Estep 
Score: -1844196.500000 Penalty: 4989.155273
	Iteration 25Q: 3 clusters Score -1844196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 22044 members 
Entering Unmasked Estep 
Score: -1844196.500000 Penalty: 4989.155273
	Iteration 26Q: 3 clusters Score -1844196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 22047 members 
Entering Unmasked Estep 
Score: -1844194.625000 Penalty: 4989.155273
	Iteration 27Q: 3 clusters Score -1844195 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 22050 members 
Entering Unmasked Estep 
Score: -1844197.500000 Penalty: 4989.155273
	Iteration 28Q: 3 clusters Score -1844198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 22051 members 
Entering Unmasked Estep 
Score: -1844198.000000 Penalty: 4989.155273
	Iteration 29Q: 3 clusters Score -1844198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 22052 members 
Entering Unmasked Estep 
Score: -1844197.625000 Penalty: 4989.155273
	Iteration 30Q: 3 clusters Score -1844198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 22054 members 
Entering Unmasked Estep 
Score: -1844198.125000 Penalty: 4989.155273
	Iteration 31Q: 3 clusters Score -1844198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 22054 members 
Entering Unmasked Estep 
Score: -1844196.875000 Penalty: 4989.155273
	Iteration 32Q: 3 clusters Score -1844197 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 22054 members 
Entering Unmasked Estep 
Score: -1844196.875000 Penalty: 4989.155273
	Iteration 33F: 3 clusters Score -1844197 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Entering Unmasked Estep 
Score: -334428.156250 Penalty: 2076.125488
	Iteration 0F: 2 clusters Score -334428.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -330287.875000 Penalty: 4152.250977
	Iteration 0F: 3 clusters Score -330287.9 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -331270.750000 Penalty: 4152.250977
	Iteration 1F: 3 clusters Score -331270.8 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -331501.093750 Penalty: 4152.250977
	Iteration 2F: 3 clusters Score -331501.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -331655.156250 Penalty: 4152.250977
	Iteration 3F: 3 clusters Score -331655.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -331768.718750 Penalty: 4152.250977
	Iteration 4Q: 3 clusters Score -331768.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -331862.750000 Penalty: 4152.250977
	Iteration 5Q: 3 clusters Score -331862.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -331942.750000 Penalty: 4152.250977
	Iteration 6Q: 3 clusters Score -331942.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -332016.312500 Penalty: 4152.250977
	Iteration 7Q: 3 clusters Score -332016.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -332081.812500 Penalty: 4152.250977
	Iteration 8Q: 3 clusters Score -332081.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -332129.437500 Penalty: 4152.250977
	Iteration 9Q: 3 clusters Score -332129.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -332170.562500 Penalty: 4152.250977
	Iteration 10Q: 3 clusters Score -332170.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -332207.437500 Penalty: 4152.250977
	Iteration 11Q: 3 clusters Score -332207.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -332249.406250 Penalty: 4152.250977
	Iteration 12Q: 3 clusters Score -332249.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -332288.812500 Penalty: 4152.250977
	Iteration 13Q: 3 clusters Score -332288.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -332337.843750 Penalty: 4152.250977
	Iteration 14Q: 3 clusters Score -332337.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -332379.156250 Penalty: 4152.250977
	Iteration 15Q: 3 clusters Score -332379.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -332420.781250 Penalty: 4152.250977
	Iteration 16Q: 3 clusters Score -332420.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -332460.468750 Penalty: 4152.250977
	Iteration 17Q: 3 clusters Score -332460.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -332499.156250 Penalty: 4152.250977
	Iteration 18Q: 3 clusters Score -332499.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -332535.375000 Penalty: 4152.250977
	Iteration 19Q: 3 clusters Score -332535.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -332560.062500 Penalty: 4152.250977
	Iteration 20F: 3 clusters Score -332560.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -332582.062500 Penalty: 4152.250977
	Iteration 21Q: 3 clusters Score -332582.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -332600.812500 Penalty: 4152.250977
	Iteration 22Q: 3 clusters Score -332600.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -332615.937500 Penalty: 4152.250977
	Iteration 23Q: 3 clusters Score -332615.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -332645.812500 Penalty: 4152.250977
	Iteration 24Q: 3 clusters Score -332645.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -332680.343750 Penalty: 4152.250977
	Iteration 25Q: 3 clusters Score -332680.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -332715.093750 Penalty: 4152.250977
	Iteration 26Q: 3 clusters Score -332715.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -332748.468750 Penalty: 4152.250977
	Iteration 27Q: 3 clusters Score -332748.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -332790.468750 Penalty: 4152.250977
	Iteration 28Q: 3 clusters Score -332790.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -332815.562500 Penalty: 4152.250977
	Iteration 29Q: 3 clusters Score -332815.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -332833.718750 Penalty: 4152.250977
	Iteration 30Q: 3 clusters Score -332833.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -332845.187500 Penalty: 4152.250977
	Iteration 31Q: 3 clusters Score -332845.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -332850.437500 Penalty: 4152.250977
	Iteration 32Q: 3 clusters Score -332850.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -332853.687500 Penalty: 4152.250977
	Iteration 33Q: 3 clusters Score -332853.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -332858.062500 Penalty: 4152.250977
	Iteration 34Q: 3 clusters Score -332858.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -332864.125000 Penalty: 4152.250977
	Iteration 35Q: 3 clusters Score -332864.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -332867.218750 Penalty: 4152.250977
	Iteration 36Q: 3 clusters Score -332867.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -332869.031250 Penalty: 4152.250977
	Iteration 37Q: 3 clusters Score -332869 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -332872.406250 Penalty: 4152.250977
	Iteration 38Q: 3 clusters Score -332872.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -332874.125000 Penalty: 4152.250977
	Iteration 39Q: 3 clusters Score -332874.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -332875.812500 Penalty: 4152.250977
	Iteration 40F: 3 clusters Score -332875.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -332877.218750 Penalty: 4152.250977
	Iteration 41Q: 3 clusters Score -332877.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -332879.687500 Penalty: 4152.250977
	Iteration 42Q: 3 clusters Score -332879.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -332880.375000 Penalty: 4152.250977
	Iteration 43Q: 3 clusters Score -332880.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -332880.375000 Penalty: 4152.250977
	Iteration 44F: 3 clusters Score -332880.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (16372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16372 members 
Entering Unmasked Estep 
Score: -1348495.750000 Penalty: 2406.425293
	Iteration 0F: 2 clusters Score -1348496 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -1336715.375000 Penalty: 4812.850586
	Iteration 0F: 3 clusters Score -1336715 nChanged 7185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1340548.875000 Penalty: 4812.850586
	Iteration 1F: 3 clusters Score -1340549 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1340914.500000 Penalty: 4812.850586
	Iteration 2F: 3 clusters Score -1340914 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1341235.375000 Penalty: 4812.850586
	Iteration 3Q: 3 clusters Score -1341235 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1341570.250000 Penalty: 4812.850586
	Iteration 4Q: 3 clusters Score -1341570 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1341960.625000 Penalty: 4812.850586
	Iteration 5Q: 3 clusters Score -1341961 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1342405.000000 Penalty: 4812.850586
	Iteration 6Q: 3 clusters Score -1342405 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1342949.625000 Penalty: 4812.850586
	Iteration 7Q: 3 clusters Score -1342950 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1343586.750000 Penalty: 4812.850586
	Iteration 8F: 3 clusters Score -1343587 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1344288.500000 Penalty: 4812.850586
	Iteration 9F: 3 clusters Score -1344288 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1344915.000000 Penalty: 4812.850586
	Iteration 10Q: 3 clusters Score -1344915 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1345405.750000 Penalty: 4812.850586
	Iteration 11Q: 3 clusters Score -1345406 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1345779.125000 Penalty: 4812.850586
	Iteration 12Q: 3 clusters Score -1345779 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15670 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1346027.500000 Penalty: 4812.850586
	Iteration 13Q: 3 clusters Score -1346028 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15815 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1346170.500000 Penalty: 4812.850586
	Iteration 14Q: 3 clusters Score -1346170 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15897 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1346261.500000 Penalty: 4812.850586
	Iteration 15Q: 3 clusters Score -1346262 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15938 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1346312.625000 Penalty: 4812.850586
	Iteration 16Q: 3 clusters Score -1346313 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1346329.375000 Penalty: 4812.850586
	Iteration 17Q: 3 clusters Score -1346329 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15975 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1346345.000000 Penalty: 4812.850586
	Iteration 18Q: 3 clusters Score -1346345 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15992 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1346369.125000 Penalty: 4812.850586
	Iteration 19Q: 3 clusters Score -1346369 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15999 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1346376.500000 Penalty: 4812.850586
	Iteration 20F: 3 clusters Score -1346376 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16004 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1346382.375000 Penalty: 4812.850586
	Iteration 21Q: 3 clusters Score -1346382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1346387.375000 Penalty: 4812.850586
	Iteration 22Q: 3 clusters Score -1346387 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16013 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1346390.375000 Penalty: 4812.850586
	Iteration 23Q: 3 clusters Score -1346390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1346395.250000 Penalty: 4812.850586
	Iteration 24Q: 3 clusters Score -1346395 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16017 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1346399.875000 Penalty: 4812.850586
	Iteration 25Q: 3 clusters Score -1346400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1346401.250000 Penalty: 4812.850586
	Iteration 26Q: 3 clusters Score -1346401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1346402.000000 Penalty: 4812.850586
	Iteration 27Q: 3 clusters Score -1346402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1346405.500000 Penalty: 4812.850586
	Iteration 28Q: 3 clusters Score -1346406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16024 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1346404.875000 Penalty: 4812.850586
	Iteration 29Q: 3 clusters Score -1346405 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16024 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1346404.875000 Penalty: 4812.850586
	Iteration 30F: 3 clusters Score -1346405 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (75907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75907 members 
Entering Unmasked Estep 
Score: -6127601.000000 Penalty: 2786.841553
	Iteration 0F: 2 clusters Score -6127601 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37872 members 
Mstep: Class 2 contains 38035 members 
Entering Unmasked Estep 
Score: -6076779.500000 Penalty: 5573.683105
	Iteration 0F: 3 clusters Score -6076780 nChanged 35447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37623 members 
Mstep: Class 2 contains 38284 members 
Entering Unmasked Estep 
Score: -6096730.000000 Penalty: 5573.683105
	Iteration 1F: 3 clusters Score -6096730 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37522 members 
Mstep: Class 2 contains 38385 members 
Entering Unmasked Estep 
Score: -6097295.500000 Penalty: 5573.683105
	Iteration 2Q: 3 clusters Score -6097296 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37380 members 
Mstep: Class 2 contains 38527 members 
Entering Unmasked Estep 
Score: -6098017.000000 Penalty: 5573.683105
	Iteration 3Q: 3 clusters Score -6098017 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37109 members 
Mstep: Class 2 contains 38798 members 
Entering Unmasked Estep 
Score: -6098836.500000 Penalty: 5573.683105
	Iteration 4Q: 3 clusters Score -6098836 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36707 members 
Mstep: Class 2 contains 39200 members 
Entering Unmasked Estep 
Score: -6099811.500000 Penalty: 5573.683105
	Iteration 5Q: 3 clusters Score -6099812 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36051 members 
Mstep: Class 2 contains 39856 members 
Entering Unmasked Estep 
Score: -6101247.500000 Penalty: 5573.683105
	Iteration 6Q: 3 clusters Score -6101248 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35276 members 
Mstep: Class 2 contains 40631 members 
Entering Unmasked Estep 
Score: -6103009.500000 Penalty: 5573.683105
	Iteration 7Q: 3 clusters Score -6103010 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34329 members 
Mstep: Class 2 contains 41578 members 
Entering Unmasked Estep 
Score: -6105268.000000 Penalty: 5573.683105
	Iteration 8F: 3 clusters Score -6105268 nChanged 4183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33202 members 
Mstep: Class 2 contains 42705 members 
Entering Unmasked Estep 
Score: -6107720.500000 Penalty: 5573.683105
	Iteration 9F: 3 clusters Score -6107720 nChanged 4100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32012 members 
Mstep: Class 2 contains 43895 members 
Entering Unmasked Estep 
Score: -6110154.500000 Penalty: 5573.683105
	Iteration 10F: 3 clusters Score -6110154 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30828 members 
Mstep: Class 2 contains 45079 members 
Entering Unmasked Estep 
Score: -6112231.000000 Penalty: 5573.683105
	Iteration 11F: 3 clusters Score -6112231 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29822 members 
Mstep: Class 2 contains 46085 members 
Entering Unmasked Estep 
Score: -6113756.500000 Penalty: 5573.683105
	Iteration 12Q: 3 clusters Score -6113756 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28914 members 
Mstep: Class 2 contains 46993 members 
Entering Unmasked Estep 
Score: -6114765.000000 Penalty: 5573.683105
	Iteration 13Q: 3 clusters Score -6114765 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28127 members 
Mstep: Class 2 contains 47780 members 
Entering Unmasked Estep 
Score: -6115535.500000 Penalty: 5573.683105
	Iteration 14Q: 3 clusters Score -6115536 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27342 members 
Mstep: Class 2 contains 48565 members 
Entering Unmasked Estep 
Score: -6116078.500000 Penalty: 5573.683105
	Iteration 15Q: 3 clusters Score -6116078 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26581 members 
Mstep: Class 2 contains 49326 members 
Entering Unmasked Estep 
Score: -6116462.000000 Penalty: 5573.683105
	Iteration 16Q: 3 clusters Score -6116462 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25871 members 
Mstep: Class 2 contains 50036 members 
Entering Unmasked Estep 
Score: -6116802.500000 Penalty: 5573.683105
	Iteration 17Q: 3 clusters Score -6116802 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25153 members 
Mstep: Class 2 contains 50754 members 
Entering Unmasked Estep 
Score: -6117055.000000 Penalty: 5573.683105
	Iteration 18Q: 3 clusters Score -6117055 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24448 members 
Mstep: Class 2 contains 51459 members 
Entering Unmasked Estep 
Score: -6117359.500000 Penalty: 5573.683105
	Iteration 19Q: 3 clusters Score -6117360 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23713 members 
Mstep: Class 2 contains 52194 members 
Entering Unmasked Estep 
Score: -6117601.000000 Penalty: 5573.683105
	Iteration 20F: 3 clusters Score -6117601 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22964 members 
Mstep: Class 2 contains 52943 members 
Entering Unmasked Estep 
Score: -6117944.500000 Penalty: 5573.683105
	Iteration 21Q: 3 clusters Score -6117944 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22217 members 
Mstep: Class 2 contains 53690 members 
Entering Unmasked Estep 
Score: -6118272.000000 Penalty: 5573.683105
	Iteration 22Q: 3 clusters Score -6118272 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21440 members 
Mstep: Class 2 contains 54467 members 
Entering Unmasked Estep 
Score: -6118607.500000 Penalty: 5573.683105
	Iteration 23Q: 3 clusters Score -6118608 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20645 members 
Mstep: Class 2 contains 55262 members 
Entering Unmasked Estep 
Score: -6118983.500000 Penalty: 5573.683105
	Iteration 24Q: 3 clusters Score -6118984 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19833 members 
Mstep: Class 2 contains 56074 members 
Entering Unmasked Estep 
Score: -6119320.500000 Penalty: 5573.683105
	Iteration 25Q: 3 clusters Score -6119320 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19000 members 
Mstep: Class 2 contains 56907 members 
Entering Unmasked Estep 
Score: -6119736.500000 Penalty: 5573.683105
	Iteration 26Q: 3 clusters Score -6119736 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18173 members 
Mstep: Class 2 contains 57734 members 
Entering Unmasked Estep 
Score: -6120105.000000 Penalty: 5573.683105
	Iteration 27Q: 3 clusters Score -6120105 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 58567 members 
Entering Unmasked Estep 
Score: -6120471.000000 Penalty: 5573.683105
	Iteration 28Q: 3 clusters Score -6120471 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 59380 members 
Entering Unmasked Estep 
Score: -6120979.500000 Penalty: 5573.683105
	Iteration 29Q: 3 clusters Score -6120980 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15747 members 
Mstep: Class 2 contains 60160 members 
Entering Unmasked Estep 
Score: -6121344.000000 Penalty: 5573.683105
	Iteration 30Q: 3 clusters Score -6121344 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 60923 members 
Entering Unmasked Estep 
Score: -6121769.500000 Penalty: 5573.683105
	Iteration 31Q: 3 clusters Score -6121770 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 61700 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -6122274 nChanged 1025
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 62471 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -6122732 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 63203 members 
Entering Unmasked Estep 
Score: -6123206.500000 Penalty: 5573.683105
	Iteration 34Q: 3 clusters Score -6123206 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 63925 members 
Entering Unmasked Estep 
Score: -6123590.500000 Penalty: 5573.683105
	Iteration 35Q: 3 clusters Score -6123590 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 64606 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -6123968 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 65209 members 
Entering Unmasked Estep 
Score: -6124220.500000 Penalty: 5573.683105
	Iteration 37Q: 3 clusters Score -6124220 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 65741 members 
Entering Unmasked Estep 
Score: -6124475.500000 Penalty: 5573.683105
	Iteration 38Q: 3 clusters Score -6124476 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 66213 members 
Entering Unmasked Estep 
Score: -6124652.000000 Penalty: 5573.683105
	Iteration 39Q: 3 clusters Score -6124652 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 66680 members 
Entering Unmasked Estep 
Score: -6124970.000000 Penalty: 5573.683105
	Iteration 40F: 3 clusters Score -6124970 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 67005 members 
Entering Unmasked Estep 
Score: -6125156.000000 Penalty: 5573.683105
	Iteration 41Q: 3 clusters Score -6125156 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 67279 members 
Entering Unmasked Estep 
Score: -6125306.000000 Penalty: 5573.683105
	Iteration 42Q: 3 clusters Score -6125306 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 67518 members 
Entering Unmasked Estep 
Score: -6125405.000000 Penalty: 5573.683105
	Iteration 43Q: 3 clusters Score -6125405 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 67728 members 
Entering Unmasked Estep 
Score: -6125485.500000 Penalty: 5573.683105
	Iteration 44Q: 3 clusters Score -6125486 nChanged 302
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 67902 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -6125575 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 68053 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -6125620 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 68205 members 
Entering Unmasked Estep 
Score: -6125655.000000 Penalty: 5573.683105
	Iteration 47Q: 3 clusters Score -6125655 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 68340 members 
Entering Unmasked Estep 
Score: -6125687.000000 Penalty: 5573.683105
	Iteration 48Q: 3 clusters Score -6125687 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 68482 members 
Entering Unmasked Estep 
Score: -6125742.000000 Penalty: 5573.683105
	Iteration 49Q: 3 clusters Score -6125742 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 68598 members 
Entering Unmasked Estep 
Score: -6125753.000000 Penalty: 5573.683105
	Iteration 50Q: 3 clusters Score -6125753 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 68700 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -6125785 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 68783 members 
Entering Unmasked Estep 
Score: -6125813.500000 Penalty: 5573.683105
	Iteration 52Q: 3 clusters Score -6125814 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 68871 members 
Entering Unmasked Estep 
Score: -6125806.500000 Penalty: 5573.683105
	Iteration 53Q: 3 clusters Score -6125806 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 68947 members 
Entering Unmasked Estep 
Score: -6125825.000000 Penalty: 5573.683105
	Iteration 54Q: 3 clusters Score -6125825 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 69013 members 
Entering Unmasked Estep 
Score: -6125819.500000 Penalty: 5573.683105
	Iteration 55Q: 3 clusters Score -6125820 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 69078 members 
Entering Unmasked Estep 
Score: -6125826.500000 Penalty: 5573.683105
	Iteration 56Q: 3 clusters Score -6125826 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 69128 members 
Entering Unmasked Estep 
Score: -6125823.500000 Penalty: 5573.683105
	Iteration 57Q: 3 clusters Score -6125824 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 69171 members 
Entering Unmasked Estep 
Score: -6125824.500000 Penalty: 5573.683105
	Iteration 58Q: 3 clusters Score -6125824 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 69206 members 
Entering Unmasked Estep 
Score: -6125831.000000 Penalty: 5573.683105
	Iteration 59Q: 3 clusters Score -6125831 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 69248 members 
Entering Unmasked Estep 
Score: -6125819.500000 Penalty: 5573.683105
	Iteration 60F: 3 clusters Score -6125820 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 69287 members 
Entering Unmasked Estep 
Score: -6125827.000000 Penalty: 5573.683105
	Iteration 61Q: 3 clusters Score -6125827 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 69314 members 
Entering Unmasked Estep 
Score: -6125842.500000 Penalty: 5573.683105
	Iteration 62Q: 3 clusters Score -6125842 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 69339 members 
Entering Unmasked Estep 
Score: -6125848.000000 Penalty: 5573.683105
	Iteration 63Q: 3 clusters Score -6125848 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 69360 members 
Entering Unmasked Estep 
Score: -6125847.000000 Penalty: 5573.683105
	Iteration 64Q: 3 clusters Score -6125847 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 69383 members 
Entering Unmasked Estep 
Score: -6125842.500000 Penalty: 5573.683105
	Iteration 65Q: 3 clusters Score -6125842 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 69412 members 
Entering Unmasked Estep 
Score: -6125848.000000 Penalty: 5573.683105
	Iteration 66Q: 3 clusters Score -6125848 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 69431 members 
Entering Unmasked Estep 
Score: -6125849.000000 Penalty: 5573.683105
	Iteration 67Q: 3 clusters Score -6125849 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 69448 members 
Entering Unmasked Estep 
Score: -6125854.500000 Penalty: 5573.683105
	Iteration 68Q: 3 clusters Score -6125854 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 69468 members 
Entering Unmasked Estep 
Score: -6125860.500000 Penalty: 5573.683105
	Iteration 69Q: 3 clusters Score -6125860 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 69486 members 
Entering Unmasked Estep 
Score: -6125858.500000 Penalty: 5573.683105
	Iteration 70Q: 3 clusters Score -6125858 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 69501 members 
Entering Unmasked Estep 
Score: -6125856.500000 Penalty: 5573.683105
	Iteration 71Q: 3 clusters Score -6125856 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 69523 members 
Entering Unmasked Estep 
Score: -6125866.000000 Penalty: 5573.683105
	Iteration 72Q: 3 clusters Score -6125866 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 69541 members 
Entering Unmasked Estep 
Score: -6125869.500000 Penalty: 5573.683105
	Iteration 73Q: 3 clusters Score -6125870 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 69556 members 
Entering Unmasked Estep 
Score: -6125866.000000 Penalty: 5573.683105
	Iteration 74Q: 3 clusters Score -6125866 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 69574 members 
Entering Unmasked Estep 
Score: -6125865.000000 Penalty: 5573.683105
	Iteration 75Q: 3 clusters Score -6125865 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 69593 members 
Entering Unmasked Estep 
Score: -6125861.500000 Penalty: 5573.683105
	Iteration 76Q: 3 clusters Score -6125862 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 69606 members 
Entering Unmasked Estep 
Score: -6125870.500000 Penalty: 5573.683105
	Iteration 77Q: 3 clusters Score -6125870 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 69618 members 
Entering Unmasked Estep 
Score: -6125877.500000 Penalty: 5573.683105
	Iteration 78Q: 3 clusters Score -6125878 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 69634 members 
Entering Unmasked Estep 
Score: -6125884.000000 Penalty: 5573.683105
	Iteration 79Q: 3 clusters Score -6125884 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 69660 members 
Entering Unmasked Estep 
Score: -6125870.500000 Penalty: 5573.683105
	Iteration 80F: 3 clusters Score -6125870 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 69684 members 
Entering Unmasked Estep 
Score: -6125881.000000 Penalty: 5573.683105
	Iteration 81Q: 3 clusters Score -6125881 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 69709 members 
Entering Unmasked Estep 
Score: -6125880.000000 Penalty: 5573.683105
	Iteration 82Q: 3 clusters Score -6125880 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 69727 members 
Entering Unmasked Estep 
Score: -6125892.000000 Penalty: 5573.683105
	Iteration 83Q: 3 clusters Score -6125892 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 69749 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -6125896 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 69764 members 
Entering Unmasked Estep 
Score: -6125901.000000 Penalty: 5573.683105
	Iteration 85Q: 3 clusters Score -6125901 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 69777 members 
Entering Unmasked Estep 
Score: -6125886.500000 Penalty: 5573.683105
	Iteration 86Q: 3 clusters Score -6125886 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 69787 members 
Entering Unmasked Estep 
Score: -6125895.000000 Penalty: 5573.683105
	Iteration 87Q: 3 clusters Score -6125895 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 69790 members 
Entering Unmasked Estep 
Score: -6125888.500000 Penalty: 5573.683105
	Iteration 88Q: 3 clusters Score -6125888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 69794 members 
Entering Unmasked Estep 
Score: -6125889.000000 Penalty: 5573.683105
	Iteration 89Q: 3 clusters Score -6125889 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 69805 members 
Entering Unmasked Estep 
Score: -6125889.500000 Penalty: 5573.683105
	Iteration 90Q: 3 clusters Score -6125890 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 69810 members 
Entering Unmasked Estep 
Score: -6125887.000000 Penalty: 5573.683105
	Iteration 91Q: 3 clusters Score -6125887 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 69813 members 
Entering Unmasked Estep 
Score: -6125888.000000 Penalty: 5573.683105
	Iteration 92Q: 3 clusters Score -6125888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 69816 members 
Entering Unmasked Estep 
Score: -6125881.500000 Penalty: 5573.683105
	Iteration 93Q: 3 clusters Score -6125882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 69820 members 
Entering Unmasked Estep 
Score: -6125880.000000 Penalty: 5573.683105
	Iteration 94Q: 3 clusters Score -6125880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 69825 members 
Entering Unmasked Estep 
Score: -6125875.500000 Penalty: 5573.683105
	Iteration 95Q: 3 clusters Score -6125876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 69828 members 
Entering Unmasked Estep 
Score: -6125877.500000 Penalty: 5573.683105
	Iteration 96Q: 3 clusters Score -6125878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 69831 members 
Entering Unmasked Estep 
Score: -6125879.500000 Penalty: 5573.683105
	Iteration 97Q: 3 clusters Score -6125880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 69835 members 
Entering Unmasked Estep 
Score: -6125880.500000 Penalty: 5573.683105
	Iteration 98Q: 3 clusters Score -6125880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 69838 members 
Entering Unmasked Estep 
Score: -6125877.000000 Penalty: 5573.683105
	Iteration 99Q: 3 clusters Score -6125877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 69841 members 
Entering Unmasked Estep 
Score: -6125882.000000 Penalty: 5573.683105
	Iteration 100F: 3 clusters Score -6125882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 69845 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -6125888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 69847 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -6125887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 69851 members 
Entering Unmasked Estep 
Score: -6125878.000000 Penalty: 5573.683105
	Iteration 103Q: 3 clusters Score -6125878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 69856 members 
Entering Unmasked Estep 
Score: -6125883.500000 Penalty: 5573.683105
	Iteration 104Q: 3 clusters Score -6125884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 69858 members 
Entering Unmasked Estep 
Score: -6125881.500000 Penalty: 5573.683105
	Iteration 105Q: 3 clusters Score -6125882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 69861 members 
Entering Unmasked Estep 
Score: -6125882.000000 Penalty: 5573.683105
	Iteration 106Q: 3 clusters Score -6125882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 69864 members 
Entering Unmasked Estep 
Score: -6125889.000000 Penalty: 5573.683105
	Iteration 107Q: 3 clusters Score -6125889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 69868 members 
Entering Unmasked Estep 
Score: -6125880.500000 Penalty: 5573.683105
	Iteration 108Q: 3 clusters Score -6125880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 69870 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -6125888 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 69870 members 
Entering Unmasked Estep 
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	Iteration 110F: 3 clusters Score -6125888 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8718 members 
Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -659998.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -653126.5 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -655475.187500 Penalty: 4500.279785
	Iteration 1F: 3 clusters Score -655475.2 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -656113.375000 Penalty: 4500.279785
	Iteration 2F: 3 clusters Score -656113.4 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -656787.062500 Penalty: 4500.279785
	Iteration 3F: 3 clusters Score -656787.1 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -657455.875000 Penalty: 4500.279785
	Iteration 4F: 3 clusters Score -657455.9 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -658051.562500 Penalty: 4500.279785
	Iteration 5F: 3 clusters Score -658051.6 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -658488.437500 Penalty: 4500.279785
	Iteration 6F: 3 clusters Score -658488.4 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -658795.375000 Penalty: 4500.279785
	Iteration 7Q: 3 clusters Score -658795.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -659003.687500 Penalty: 4500.279785
	Iteration 8Q: 3 clusters Score -659003.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -659135.687500 Penalty: 4500.279785
	Iteration 9Q: 3 clusters Score -659135.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -659219.562500 Penalty: 4500.279785
	Iteration 10Q: 3 clusters Score -659219.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -659265.562500 Penalty: 4500.279785
	Iteration 11Q: 3 clusters Score -659265.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -659301.062500 Penalty: 4500.279785
	Iteration 12Q: 3 clusters Score -659301.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -659324.625000 Penalty: 4500.279785
	Iteration 13Q: 3 clusters Score -659324.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -659340.500000 Penalty: 4500.279785
	Iteration 14Q: 3 clusters Score -659340.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -659352.375000 Penalty: 4500.279785
	Iteration 15Q: 3 clusters Score -659352.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -659357.187500 Penalty: 4500.279785
	Iteration 16Q: 3 clusters Score -659357.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -659364.125000 Penalty: 4500.279785
	Iteration 17Q: 3 clusters Score -659364.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -659372.687500 Penalty: 4500.279785
	Iteration 18Q: 3 clusters Score -659372.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -659374.875000 Penalty: 4500.279785
	Iteration 19Q: 3 clusters Score -659374.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -659381.625000 Penalty: 4500.279785
	Iteration 20F: 3 clusters Score -659381.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -659386.250000 Penalty: 4500.279785
	Iteration 21Q: 3 clusters Score -659386.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -659391.062500 Penalty: 4500.279785
	Iteration 22Q: 3 clusters Score -659391.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -659392.875000 Penalty: 4500.279785
	Iteration 23Q: 3 clusters Score -659392.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -659392.750000 Penalty: 4500.279785
	Iteration 24Q: 3 clusters Score -659392.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -659395.000000 Penalty: 4500.279785
	Iteration 25Q: 3 clusters Score -659395 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -659396.187500 Penalty: 4500.279785
	Iteration 26Q: 3 clusters Score -659396.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -659397.437500 Penalty: 4500.279785
	Iteration 27Q: 3 clusters Score -659397.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -659397.687500 Penalty: 4500.279785
	Iteration 28Q: 3 clusters Score -659397.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -659399.062500 Penalty: 4500.279785
	Iteration 29Q: 3 clusters Score -659399.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -659399.062500 Penalty: 4500.279785
	Iteration 30F: 3 clusters Score -659399.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (21437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21437 members 
Entering Unmasked Estep 
Score: -1771509.750000 Penalty: 2473.272705
	Iteration 0F: 2 clusters Score -1771510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -1756553.625000 Penalty: 4946.545410
	Iteration 0F: 3 clusters Score -1756554 nChanged 9366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -1761477.125000 Penalty: 4946.545410
	Iteration 1F: 3 clusters Score -1761477 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -1761906.500000 Penalty: 4946.545410
	Iteration 2F: 3 clusters Score -1761906 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -1762315.250000 Penalty: 4946.545410
	Iteration 3Q: 3 clusters Score -1762315 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1762787.250000 Penalty: 4946.545410
	Iteration 4Q: 3 clusters Score -1762787 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1763439.250000 Penalty: 4946.545410
	Iteration 5F: 3 clusters Score -1763439 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1764378.500000 Penalty: 4946.545410
	Iteration 6F: 3 clusters Score -1764378 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17307 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1765572.250000 Penalty: 4946.545410
	Iteration 7F: 3 clusters Score -1765572 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18736 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1766856.250000 Penalty: 4946.545410
	Iteration 8F: 3 clusters Score -1766856 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19860 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1767901.750000 Penalty: 4946.545410
	Iteration 9F: 3 clusters Score -1767902 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20565 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1768579.000000 Penalty: 4946.545410
	Iteration 10Q: 3 clusters Score -1768579 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20919 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1768927.500000 Penalty: 4946.545410
	Iteration 11Q: 3 clusters Score -1768928 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21052 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1769085.000000 Penalty: 4946.545410
	Iteration 12Q: 3 clusters Score -1769085 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21122 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1769189.250000 Penalty: 4946.545410
	Iteration 13Q: 3 clusters Score -1769189 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21153 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1769241.375000 Penalty: 4946.545410
	Iteration 14Q: 3 clusters Score -1769241 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21168 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -1769267.375000 Penalty: 4946.545410
	Iteration 15Q: 3 clusters Score -1769267 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21175 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -1769284.125000 Penalty: 4946.545410
	Iteration 16Q: 3 clusters Score -1769284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21181 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -1769289.500000 Penalty: 4946.545410
	Iteration 17Q: 3 clusters Score -1769290 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21185 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -1769299.375000 Penalty: 4946.545410
	Iteration 18Q: 3 clusters Score -1769299 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21190 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -1769314.000000 Penalty: 4946.545410
	Iteration 19Q: 3 clusters Score -1769314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21193 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -1769322.875000 Penalty: 4946.545410
	Iteration 20F: 3 clusters Score -1769323 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21194 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -1769328.625000 Penalty: 4946.545410
	Iteration 21Q: 3 clusters Score -1769329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21194 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -1769330.875000 Penalty: 4946.545410
	Iteration 22Q: 3 clusters Score -1769331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21194 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -1769335.375000 Penalty: 4946.545410
	Iteration 23Q: 3 clusters Score -1769335 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21196 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -1769335.125000 Penalty: 4946.545410
	Iteration 24Q: 3 clusters Score -1769335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21197 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -1769336.875000 Penalty: 4946.545410
	Iteration 25Q: 3 clusters Score -1769337 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21197 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -1769336.875000 Penalty: 4946.545410
	Iteration 26F: 3 clusters Score -1769337 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (23660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23660 members 
Entering Unmasked Estep 
Score: -1674550.500000 Penalty: 2497.742188
	Iteration 0F: 2 clusters Score -1674550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -1658022.625000 Penalty: 4995.484375
	Iteration 0F: 3 clusters Score -1658023 nChanged 10471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -1663947.875000 Penalty: 4995.484375
	Iteration 1F: 3 clusters Score -1663948 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -1664555.625000 Penalty: 4995.484375
	Iteration 2F: 3 clusters Score -1664556 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -1665128.625000 Penalty: 4995.484375
	Iteration 3F: 3 clusters Score -1665129 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -1665697.750000 Penalty: 4995.484375
	Iteration 4Q: 3 clusters Score -1665698 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -1666302.625000 Penalty: 4995.484375
	Iteration 5Q: 3 clusters Score -1666303 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -1666959.000000 Penalty: 4995.484375
	Iteration 6Q: 3 clusters Score -1666959 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -1667615.500000 Penalty: 4995.484375
	Iteration 7Q: 3 clusters Score -1667616 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1668274.250000 Penalty: 4995.484375
	Iteration 8Q: 3 clusters Score -1668274 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15979 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -1668877.125000 Penalty: 4995.484375
	Iteration 9Q: 3 clusters Score -1668877 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16768 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1669508.250000 Penalty: 4995.484375
	Iteration 10Q: 3 clusters Score -1669508 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1670101.250000 Penalty: 4995.484375
	Iteration 11Q: 3 clusters Score -1670101 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18269 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1670708.750000 Penalty: 4995.484375
	Iteration 12Q: 3 clusters Score -1670709 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18963 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1671302.000000 Penalty: 4995.484375
	Iteration 13Q: 3 clusters Score -1671302 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19568 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1671818.125000 Penalty: 4995.484375
	Iteration 14Q: 3 clusters Score -1671818 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20056 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1672241.375000 Penalty: 4995.484375
	Iteration 15Q: 3 clusters Score -1672241 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20417 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1672515.250000 Penalty: 4995.484375
	Iteration 16Q: 3 clusters Score -1672515 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20665 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1672673.625000 Penalty: 4995.484375
	Iteration 17Q: 3 clusters Score -1672674 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20882 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1672823.000000 Penalty: 4995.484375
	Iteration 18Q: 3 clusters Score -1672823 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21057 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1672931.875000 Penalty: 4995.484375
	Iteration 19Q: 3 clusters Score -1672932 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21207 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1673024.125000 Penalty: 4995.484375
	Iteration 20F: 3 clusters Score -1673024 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21334 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1673100.500000 Penalty: 4995.484375
	Iteration 21Q: 3 clusters Score -1673100 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21448 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1673157.125000 Penalty: 4995.484375
	Iteration 22Q: 3 clusters Score -1673157 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21542 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1673197.875000 Penalty: 4995.484375
	Iteration 23Q: 3 clusters Score -1673198 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21618 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1673235.375000 Penalty: 4995.484375
	Iteration 24Q: 3 clusters Score -1673235 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21681 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1673275.875000 Penalty: 4995.484375
	Iteration 25Q: 3 clusters Score -1673276 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21752 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1673305.875000 Penalty: 4995.484375
	Iteration 26Q: 3 clusters Score -1673306 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21806 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1673324.625000 Penalty: 4995.484375
	Iteration 27Q: 3 clusters Score -1673325 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21847 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1673345.250000 Penalty: 4995.484375
	Iteration 28Q: 3 clusters Score -1673345 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21878 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1673353.250000 Penalty: 4995.484375
	Iteration 29Q: 3 clusters Score -1673353 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21899 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1673363.000000 Penalty: 4995.484375
	Iteration 30Q: 3 clusters Score -1673363 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21917 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1673365.250000 Penalty: 4995.484375
	Iteration 31Q: 3 clusters Score -1673365 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21932 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1673371.500000 Penalty: 4995.484375
	Iteration 32Q: 3 clusters Score -1673372 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21944 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1673373.750000 Penalty: 4995.484375
	Iteration 33Q: 3 clusters Score -1673374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21950 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1673373.375000 Penalty: 4995.484375
	Iteration 34Q: 3 clusters Score -1673373 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21953 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1673376.875000 Penalty: 4995.484375
	Iteration 35Q: 3 clusters Score -1673377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21955 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1673380.125000 Penalty: 4995.484375
	Iteration 36Q: 3 clusters Score -1673380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21957 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1673380.250000 Penalty: 4995.484375
	Iteration 37Q: 3 clusters Score -1673380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21958 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1673379.500000 Penalty: 4995.484375
	Iteration 38Q: 3 clusters Score -1673380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21959 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1673381.000000 Penalty: 4995.484375
	Iteration 39Q: 3 clusters Score -1673381 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21960 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1673381.375000 Penalty: 4995.484375
	Iteration 40F: 3 clusters Score -1673381 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Entering Unmasked Estep 
Score: -666501.937500 Penalty: 2242.014893
	Iteration 0F: 2 clusters Score -666501.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -659851.750000 Penalty: 4484.029785
	Iteration 0F: 3 clusters Score -659851.8 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -661665.000000 Penalty: 4484.029785
	Iteration 1F: 3 clusters Score -661665 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -661893.500000 Penalty: 4484.029785
	Iteration 2F: 3 clusters Score -661893.5 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -662031.812500 Penalty: 4484.029785
	Iteration 3Q: 3 clusters Score -662031.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -662126.375000 Penalty: 4484.029785
	Iteration 4Q: 3 clusters Score -662126.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -662200.187500 Penalty: 4484.029785
	Iteration 5Q: 3 clusters Score -662200.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -662261.687500 Penalty: 4484.029785
	Iteration 6Q: 3 clusters Score -662261.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -662315.187500 Penalty: 4484.029785
	Iteration 7Q: 3 clusters Score -662315.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -662365.437500 Penalty: 4484.029785
	Iteration 8Q: 3 clusters Score -662365.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -662411.687500 Penalty: 4484.029785
	Iteration 9Q: 3 clusters Score -662411.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -662454.125000 Penalty: 4484.029785
	Iteration 10Q: 3 clusters Score -662454.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -662498.125000 Penalty: 4484.029785
	Iteration 11Q: 3 clusters Score -662498.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -662556.187500 Penalty: 4484.029785
	Iteration 12Q: 3 clusters Score -662556.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -662610.500000 Penalty: 4484.029785
	Iteration 13Q: 3 clusters Score -662610.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -662675.062500 Penalty: 4484.029785
	Iteration 14Q: 3 clusters Score -662675.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -662736.562500 Penalty: 4484.029785
	Iteration 15Q: 3 clusters Score -662736.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -662807.312500 Penalty: 4484.029785
	Iteration 16Q: 3 clusters Score -662807.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -662886.375000 Penalty: 4484.029785
	Iteration 17Q: 3 clusters Score -662886.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -662961.937500 Penalty: 4484.029785
	Iteration 18Q: 3 clusters Score -662961.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -663025.125000 Penalty: 4484.029785
	Iteration 19Q: 3 clusters Score -663025.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -663104.687500 Penalty: 4484.029785
	Iteration 20F: 3 clusters Score -663104.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -663186.000000 Penalty: 4484.029785
	Iteration 21Q: 3 clusters Score -663186 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -663288.187500 Penalty: 4484.029785
	Iteration 22Q: 3 clusters Score -663288.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -663392.312500 Penalty: 4484.029785
	Iteration 23Q: 3 clusters Score -663392.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -663510.562500 Penalty: 4484.029785
	Iteration 24Q: 3 clusters Score -663510.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -663640.375000 Penalty: 4484.029785
	Iteration 25Q: 3 clusters Score -663640.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -663786.187500 Penalty: 4484.029785
	Iteration 26Q: 3 clusters Score -663786.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -663933.250000 Penalty: 4484.029785
	Iteration 27Q: 3 clusters Score -663933.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -664105.625000 Penalty: 4484.029785
	Iteration 28Q: 3 clusters Score -664105.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -664239.000000 Penalty: 4484.029785
	Iteration 29Q: 3 clusters Score -664239 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -664342.062500 Penalty: 4484.029785
	Iteration 30Q: 3 clusters Score -664342.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -664418.437500 Penalty: 4484.029785
	Iteration 31Q: 3 clusters Score -664418.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -664482.125000 Penalty: 4484.029785
	Iteration 32Q: 3 clusters Score -664482.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -664527.375000 Penalty: 4484.029785
	Iteration 33Q: 3 clusters Score -664527.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -664563.062500 Penalty: 4484.029785
	Iteration 34Q: 3 clusters Score -664563.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -664599.500000 Penalty: 4484.029785
	Iteration 35Q: 3 clusters Score -664599.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -664628.875000 Penalty: 4484.029785
	Iteration 36Q: 3 clusters Score -664628.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -664654.375000 Penalty: 4484.029785
	Iteration 37Q: 3 clusters Score -664654.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -664668.375000 Penalty: 4484.029785
	Iteration 38Q: 3 clusters Score -664668.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -664672.312500 Penalty: 4484.029785
	Iteration 39Q: 3 clusters Score -664672.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -664673.687500 Penalty: 4484.029785
	Iteration 40F: 3 clusters Score -664673.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -664674.687500 Penalty: 4484.029785
	Iteration 41Q: 3 clusters Score -664674.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -664674.687500 Penalty: 4484.029785
	Iteration 42Q: 3 clusters Score -664674.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -664675.812500 Penalty: 4484.029785
	Iteration 43Q: 3 clusters Score -664675.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -664676.375000 Penalty: 4484.029785
	Iteration 44Q: 3 clusters Score -664676.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -664675.375000 Penalty: 4484.029785
	Iteration 45Q: 3 clusters Score -664675.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -664676.687500 Penalty: 4484.029785
	Iteration 46Q: 3 clusters Score -664676.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -664677.812500 Penalty: 4484.029785
	Iteration 47Q: 3 clusters Score -664677.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -664677.750000 Penalty: 4484.029785
	Iteration 48Q: 3 clusters Score -664677.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -664678.187500 Penalty: 4484.029785
	Iteration 49Q: 3 clusters Score -664678.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -664676.812500 Penalty: 4484.029785
	Iteration 50Q: 3 clusters Score -664676.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -664676.812500 Penalty: 4484.029785
	Iteration 51F: 3 clusters Score -664676.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Entering Unmasked Estep 
Score: -150305.859375 Penalty: 1915.553223
	Iteration 0F: 2 clusters Score -150305.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -147540.812500 Penalty: 3831.106445
	Iteration 0F: 3 clusters Score -147540.8 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -148240.171875 Penalty: 3831.106445
	Iteration 1F: 3 clusters Score -148240.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -148496.390625 Penalty: 3831.106445
	Iteration 2F: 3 clusters Score -148496.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -148643.921875 Penalty: 3831.106445
	Iteration 3F: 3 clusters Score -148643.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -148715.968750 Penalty: 3831.106445
	Iteration 4Q: 3 clusters Score -148716 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -148769.750000 Penalty: 3831.106445
	Iteration 5Q: 3 clusters Score -148769.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -148813.015625 Penalty: 3831.106445
	Iteration 6Q: 3 clusters Score -148813 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -148847.796875 Penalty: 3831.106445
	Iteration 7Q: 3 clusters Score -148847.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -148875.156250 Penalty: 3831.106445
	Iteration 8Q: 3 clusters Score -148875.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -148897.531250 Penalty: 3831.106445
	Iteration 9Q: 3 clusters Score -148897.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -148915.875000 Penalty: 3831.106445
	Iteration 10Q: 3 clusters Score -148915.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -148923.640625 Penalty: 3831.106445
	Iteration 11Q: 3 clusters Score -148923.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -148925.281250 Penalty: 3831.106445
	Iteration 12Q: 3 clusters Score -148925.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -148925.921875 Penalty: 3831.106445
	Iteration 13Q: 3 clusters Score -148925.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -148927.187500 Penalty: 3831.106445
	Iteration 14Q: 3 clusters Score -148927.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -148928.015625 Penalty: 3831.106445
	Iteration 15Q: 3 clusters Score -148928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -148928.015625 Penalty: 3831.106445
	Iteration 16F: 3 clusters Score -148928 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (61931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61931 members 
Entering Unmasked Estep 
Score: -5030159.000000 Penalty: 2736.376465
	Iteration 0F: 2 clusters Score -5030159 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31015 members 
Mstep: Class 2 contains 30916 members 
Entering Unmasked Estep 
Score: -4988567.000000 Penalty: 5472.752930
	Iteration 0F: 3 clusters Score -4988567 nChanged 28845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30778 members 
Mstep: Class 2 contains 31153 members 
Entering Unmasked Estep 
Score: -5004834.000000 Penalty: 5472.752930
	Iteration 1F: 3 clusters Score -5004834 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30887 members 
Mstep: Class 2 contains 31044 members 
Entering Unmasked Estep 
Score: -5005625.500000 Penalty: 5472.752930
	Iteration 2Q: 3 clusters Score -5005626 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31033 members 
Mstep: Class 2 contains 30898 members 
Entering Unmasked Estep 
Score: -5006532.500000 Penalty: 5472.752930
	Iteration 3Q: 3 clusters Score -5006532 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31282 members 
Mstep: Class 2 contains 30649 members 
Entering Unmasked Estep 
Score: -5007636.000000 Penalty: 5472.752930
	Iteration 4Q: 3 clusters Score -5007636 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31777 members 
Mstep: Class 2 contains 30154 members 
Entering Unmasked Estep 
Score: -5009083.500000 Penalty: 5472.752930
	Iteration 5Q: 3 clusters Score -5009084 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32760 members 
Mstep: Class 2 contains 29171 members 
Entering Unmasked Estep 
Score: -5011113.500000 Penalty: 5472.752930
	Iteration 6F: 3 clusters Score -5011114 nChanged 3901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34073 members 
Mstep: Class 2 contains 27858 members 
Entering Unmasked Estep 
Score: -5013904.000000 Penalty: 5472.752930
	Iteration 7F: 3 clusters Score -5013904 nChanged 4268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35653 members 
Mstep: Class 2 contains 26278 members 
Entering Unmasked Estep 
Score: -5017326.000000 Penalty: 5472.752930
	Iteration 8F: 3 clusters Score -5017326 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37036 members 
Mstep: Class 2 contains 24895 members 
Entering Unmasked Estep 
Score: -5020074.500000 Penalty: 5472.752930
	Iteration 9F: 3 clusters Score -5020074 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38018 members 
Mstep: Class 2 contains 23913 members 
Entering Unmasked Estep 
Score: -5021503.000000 Penalty: 5472.752930
	Iteration 10Q: 3 clusters Score -5021503 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38808 members 
Mstep: Class 2 contains 23123 members 
Entering Unmasked Estep 
Score: -5022148.500000 Penalty: 5472.752930
	Iteration 11Q: 3 clusters Score -5022148 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39499 members 
Mstep: Class 2 contains 22432 members 
Entering Unmasked Estep 
Score: -5022586.000000 Penalty: 5472.752930
	Iteration 12Q: 3 clusters Score -5022586 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40171 members 
Mstep: Class 2 contains 21760 members 
Entering Unmasked Estep 
Score: -5022937.500000 Penalty: 5472.752930
	Iteration 13Q: 3 clusters Score -5022938 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40806 members 
Mstep: Class 2 contains 21125 members 
Entering Unmasked Estep 
Score: -5023314.000000 Penalty: 5472.752930
	Iteration 14Q: 3 clusters Score -5023314 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41393 members 
Mstep: Class 2 contains 20538 members 
Entering Unmasked Estep 
Score: -5023576.500000 Penalty: 5472.752930
	Iteration 15Q: 3 clusters Score -5023576 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41904 members 
Mstep: Class 2 contains 20027 members 
Entering Unmasked Estep 
Score: -5023777.500000 Penalty: 5472.752930
	Iteration 16Q: 3 clusters Score -5023778 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42397 members 
Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
Score: -5023945.500000 Penalty: 5472.752930
	Iteration 17Q: 3 clusters Score -5023946 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42878 members 
Mstep: Class 2 contains 19053 members 
Entering Unmasked Estep 
Score: -5024053.500000 Penalty: 5472.752930
	Iteration 18Q: 3 clusters Score -5024054 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43375 members 
Mstep: Class 2 contains 18556 members 
Entering Unmasked Estep 
Score: -5024191.000000 Penalty: 5472.752930
	Iteration 19Q: 3 clusters Score -5024191 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43849 members 
Mstep: Class 2 contains 18082 members 
Entering Unmasked Estep 
Score: -5024333.000000 Penalty: 5472.752930
	Iteration 20F: 3 clusters Score -5024333 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44285 members 
Mstep: Class 2 contains 17646 members 
Entering Unmasked Estep 
Score: -5024395.000000 Penalty: 5472.752930
	Iteration 21Q: 3 clusters Score -5024395 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44719 members 
Mstep: Class 2 contains 17212 members 
Entering Unmasked Estep 
Score: -5024516.000000 Penalty: 5472.752930
	Iteration 22Q: 3 clusters Score -5024516 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45152 members 
Mstep: Class 2 contains 16779 members 
Entering Unmasked Estep 
Score: -5024592.000000 Penalty: 5472.752930
	Iteration 23Q: 3 clusters Score -5024592 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45613 members 
Mstep: Class 2 contains 16318 members 
Entering Unmasked Estep 
Score: -5024669.000000 Penalty: 5472.752930
	Iteration 24Q: 3 clusters Score -5024669 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46128 members 
Mstep: Class 2 contains 15803 members 
Entering Unmasked Estep 
Score: -5024772.500000 Penalty: 5472.752930
	Iteration 25Q: 3 clusters Score -5024772 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46678 members 
Mstep: Class 2 contains 15253 members 
Entering Unmasked Estep 
Score: -5024920.000000 Penalty: 5472.752930
	Iteration 26Q: 3 clusters Score -5024920 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47242 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -5025031.000000 Penalty: 5472.752930
	Iteration 27Q: 3 clusters Score -5025031 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47800 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -5025182.000000 Penalty: 5472.752930
	Iteration 28Q: 3 clusters Score -5025182 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48338 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -5025320.500000 Penalty: 5472.752930
	Iteration 29Q: 3 clusters Score -5025320 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48862 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -5025453.000000 Penalty: 5472.752930
	Iteration 30Q: 3 clusters Score -5025453 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49375 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -5025545.000000 Penalty: 5472.752930
	Iteration 31Q: 3 clusters Score -5025545 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49893 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -5025648.500000 Penalty: 5472.752930
	Iteration 32Q: 3 clusters Score -5025648 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50385 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -5025818.000000 Penalty: 5472.752930
	Iteration 33Q: 3 clusters Score -5025818 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50855 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -5025895.500000 Penalty: 5472.752930
	Iteration 34Q: 3 clusters Score -5025896 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51322 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -5025985.500000 Penalty: 5472.752930
	Iteration 35Q: 3 clusters Score -5025986 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51784 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -5026114.500000 Penalty: 5472.752930
	Iteration 36Q: 3 clusters Score -5026114 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52236 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -5026229.500000 Penalty: 5472.752930
	Iteration 37Q: 3 clusters Score -5026230 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52688 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -5026346.000000 Penalty: 5472.752930
	Iteration 38Q: 3 clusters Score -5026346 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53135 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -5026467.000000 Penalty: 5472.752930
	Iteration 39Q: 3 clusters Score -5026467 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53538 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -5026584.500000 Penalty: 5472.752930
	Iteration 40F: 3 clusters Score -5026584 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53948 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -5026689.500000 Penalty: 5472.752930
	Iteration 41Q: 3 clusters Score -5026690 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54348 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -5026783.500000 Penalty: 5472.752930
	Iteration 42Q: 3 clusters Score -5026784 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54725 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -5026879.500000 Penalty: 5472.752930
	Iteration 43Q: 3 clusters Score -5026880 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55072 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -5026975.500000 Penalty: 5472.752930
	Iteration 44Q: 3 clusters Score -5026976 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55421 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -5027045.500000 Penalty: 5472.752930
	Iteration 45Q: 3 clusters Score -5027046 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55750 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -5027118.000000 Penalty: 5472.752930
	Iteration 46Q: 3 clusters Score -5027118 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56075 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -5027181.500000 Penalty: 5472.752930
	Iteration 47Q: 3 clusters Score -5027182 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56392 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -5027261.000000 Penalty: 5472.752930
	Iteration 48Q: 3 clusters Score -5027261 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56673 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -5027349.500000 Penalty: 5472.752930
	Iteration 49Q: 3 clusters Score -5027350 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56937 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -5027438.500000 Penalty: 5472.752930
	Iteration 50Q: 3 clusters Score -5027438 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57203 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -5027488.000000 Penalty: 5472.752930
	Iteration 51Q: 3 clusters Score -5027488 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57471 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -5027550.500000 Penalty: 5472.752930
	Iteration 52Q: 3 clusters Score -5027550 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57718 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -5027623.000000 Penalty: 5472.752930
	Iteration 53Q: 3 clusters Score -5027623 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57946 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -5027688.000000 Penalty: 5472.752930
	Iteration 54Q: 3 clusters Score -5027688 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58181 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -5027763.500000 Penalty: 5472.752930
	Iteration 55Q: 3 clusters Score -5027764 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58384 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -5027805.500000 Penalty: 5472.752930
	Iteration 56Q: 3 clusters Score -5027806 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58570 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -5027859.000000 Penalty: 5472.752930
	Iteration 57Q: 3 clusters Score -5027859 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58732 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -5027911.000000 Penalty: 5472.752930
	Iteration 58Q: 3 clusters Score -5027911 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58870 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -5027928.500000 Penalty: 5472.752930
	Iteration 59Q: 3 clusters Score -5027928 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58993 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -5027968.000000 Penalty: 5472.752930
	Iteration 60F: 3 clusters Score -5027968 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59094 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -5027980.500000 Penalty: 5472.752930
	Iteration 61Q: 3 clusters Score -5027980 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59169 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -5027993.500000 Penalty: 5472.752930
	Iteration 62Q: 3 clusters Score -5027994 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59246 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -5028034.000000 Penalty: 5472.752930
	Iteration 63Q: 3 clusters Score -5028034 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59313 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -5028039.000000 Penalty: 5472.752930
	Iteration 64Q: 3 clusters Score -5028039 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59378 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -5028068.000000 Penalty: 5472.752930
	Iteration 65Q: 3 clusters Score -5028068 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59431 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -5028083.000000 Penalty: 5472.752930
	Iteration 66Q: 3 clusters Score -5028083 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59494 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -5028087.000000 Penalty: 5472.752930
	Iteration 67Q: 3 clusters Score -5028087 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59557 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -5028093.000000 Penalty: 5472.752930
	Iteration 68Q: 3 clusters Score -5028093 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59604 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -5028110.000000 Penalty: 5472.752930
	Iteration 69Q: 3 clusters Score -5028110 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59637 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -5028119.500000 Penalty: 5472.752930
	Iteration 70Q: 3 clusters Score -5028120 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59668 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -5028137.000000 Penalty: 5472.752930
	Iteration 71Q: 3 clusters Score -5028137 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59706 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -5028135.500000 Penalty: 5472.752930
	Iteration 72Q: 3 clusters Score -5028136 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59751 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -5028152.000000 Penalty: 5472.752930
	Iteration 73Q: 3 clusters Score -5028152 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59784 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -5028163.500000 Penalty: 5472.752930
	Iteration 74Q: 3 clusters Score -5028164 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59808 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -5028163.500000 Penalty: 5472.752930
	Iteration 75Q: 3 clusters Score -5028164 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59833 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -5028182.000000 Penalty: 5472.752930
	Iteration 76Q: 3 clusters Score -5028182 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59857 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -5028183.000000 Penalty: 5472.752930
	Iteration 77Q: 3 clusters Score -5028183 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59885 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -5028192.500000 Penalty: 5472.752930
	Iteration 78Q: 3 clusters Score -5028192 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59906 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -5028201.500000 Penalty: 5472.752930
	Iteration 79Q: 3 clusters Score -5028202 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59925 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -5028196.000000 Penalty: 5472.752930
	Iteration 80F: 3 clusters Score -5028196 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59942 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -5028207.500000 Penalty: 5472.752930
	Iteration 81Q: 3 clusters Score -5028208 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59956 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -5028206.000000 Penalty: 5472.752930
	Iteration 82Q: 3 clusters Score -5028206 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59971 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -5028210.000000 Penalty: 5472.752930
	Iteration 83Q: 3 clusters Score -5028210 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59986 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -5028208.500000 Penalty: 5472.752930
	Iteration 84Q: 3 clusters Score -5028208 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60001 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -5028197.000000 Penalty: 5472.752930
	Iteration 85Q: 3 clusters Score -5028197 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60017 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -5028208.000000 Penalty: 5472.752930
	Iteration 86Q: 3 clusters Score -5028208 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60032 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -5028210.500000 Penalty: 5472.752930
	Iteration 87Q: 3 clusters Score -5028210 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60039 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -5028217.000000 Penalty: 5472.752930
	Iteration 88Q: 3 clusters Score -5028217 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60049 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -5028216.000000 Penalty: 5472.752930
	Iteration 89Q: 3 clusters Score -5028216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60060 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -5028205.500000 Penalty: 5472.752930
	Iteration 90Q: 3 clusters Score -5028206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60068 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -5028209.000000 Penalty: 5472.752930
	Iteration 91Q: 3 clusters Score -5028209 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60078 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -5028222.000000 Penalty: 5472.752930
	Iteration 92Q: 3 clusters Score -5028222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60084 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -5028219.500000 Penalty: 5472.752930
	Iteration 93Q: 3 clusters Score -5028220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60087 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -5028225.000000 Penalty: 5472.752930
	Iteration 94Q: 3 clusters Score -5028225 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60093 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -5028226.000000 Penalty: 5472.752930
	Iteration 95Q: 3 clusters Score -5028226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60093 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -5028226.000000 Penalty: 5472.752930
	Iteration 96F: 3 clusters Score -5028226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (15511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15511 members 
Entering Unmasked Estep 
Score: -1235344.125000 Penalty: 2393.027588
	Iteration 0F: 2 clusters Score -1235344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -1224131.375000 Penalty: 4786.055176
	Iteration 0F: 3 clusters Score -1224131 nChanged 6766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1227867.625000 Penalty: 4786.055176
	Iteration 1F: 3 clusters Score -1227868 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1228338.125000 Penalty: 4786.055176
	Iteration 2F: 3 clusters Score -1228338 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1228852.625000 Penalty: 4786.055176
	Iteration 3F: 3 clusters Score -1228853 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1229505.500000 Penalty: 4786.055176
	Iteration 4F: 3 clusters Score -1229506 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1230355.875000 Penalty: 4786.055176
	Iteration 5F: 3 clusters Score -1230356 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1231275.625000 Penalty: 4786.055176
	Iteration 6F: 3 clusters Score -1231276 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1232083.500000 Penalty: 4786.055176
	Iteration 7F: 3 clusters Score -1232084 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1232597.250000 Penalty: 4786.055176
	Iteration 8F: 3 clusters Score -1232597 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1232896.750000 Penalty: 4786.055176
	Iteration 9Q: 3 clusters Score -1232897 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1233116.500000 Penalty: 4786.055176
	Iteration 10Q: 3 clusters Score -1233116 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -1233274.250000 Penalty: 4786.055176
	Iteration 11Q: 3 clusters Score -1233274 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1233371.875000 Penalty: 4786.055176
	Iteration 12Q: 3 clusters Score -1233372 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1233444.500000 Penalty: 4786.055176
	Iteration 13Q: 3 clusters Score -1233444 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1233501.625000 Penalty: 4786.055176
	Iteration 14Q: 3 clusters Score -1233502 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1233564.375000 Penalty: 4786.055176
	Iteration 15Q: 3 clusters Score -1233564 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1233616.250000 Penalty: 4786.055176
	Iteration 16Q: 3 clusters Score -1233616 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1233663.750000 Penalty: 4786.055176
	Iteration 17Q: 3 clusters Score -1233664 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -1233700.875000 Penalty: 4786.055176
	Iteration 18Q: 3 clusters Score -1233701 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1233736.000000 Penalty: 4786.055176
	Iteration 19Q: 3 clusters Score -1233736 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1233781.250000 Penalty: 4786.055176
	Iteration 20F: 3 clusters Score -1233781 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1233828.125000 Penalty: 4786.055176
	Iteration 21Q: 3 clusters Score -1233828 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1233875.125000 Penalty: 4786.055176
	Iteration 22Q: 3 clusters Score -1233875 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1233924.000000 Penalty: 4786.055176
	Iteration 23Q: 3 clusters Score -1233924 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1233958.375000 Penalty: 4786.055176
	Iteration 24Q: 3 clusters Score -1233958 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1234009.250000 Penalty: 4786.055176
	Iteration 25Q: 3 clusters Score -1234009 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -1234052.125000 Penalty: 4786.055176
	Iteration 26Q: 3 clusters Score -1234052 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -1234085.250000 Penalty: 4786.055176
	Iteration 27Q: 3 clusters Score -1234085 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1234120.625000 Penalty: 4786.055176
	Iteration 28Q: 3 clusters Score -1234121 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -1234149.500000 Penalty: 4786.055176
	Iteration 29Q: 3 clusters Score -1234150 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1234172.250000 Penalty: 4786.055176
	Iteration 30Q: 3 clusters Score -1234172 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -1234197.500000 Penalty: 4786.055176
	Iteration 31Q: 3 clusters Score -1234198 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -1234216.125000 Penalty: 4786.055176
	Iteration 32Q: 3 clusters Score -1234216 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -1234232.125000 Penalty: 4786.055176
	Iteration 33Q: 3 clusters Score -1234232 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -1234248.500000 Penalty: 4786.055176
	Iteration 34Q: 3 clusters Score -1234248 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -1234262.125000 Penalty: 4786.055176
	Iteration 35Q: 3 clusters Score -1234262 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -1234279.875000 Penalty: 4786.055176
	Iteration 36Q: 3 clusters Score -1234280 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -1234301.625000 Penalty: 4786.055176
	Iteration 37Q: 3 clusters Score -1234302 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -1234312.250000 Penalty: 4786.055176
	Iteration 38Q: 3 clusters Score -1234312 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -1234321.375000 Penalty: 4786.055176
	Iteration 39Q: 3 clusters Score -1234321 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -1234337.125000 Penalty: 4786.055176
	Iteration 40F: 3 clusters Score -1234337 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -1234350.750000 Penalty: 4786.055176
	Iteration 41Q: 3 clusters Score -1234351 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -1234367.250000 Penalty: 4786.055176
	Iteration 42Q: 3 clusters Score -1234367 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -1234376.250000 Penalty: 4786.055176
	Iteration 43Q: 3 clusters Score -1234376 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -1234388.750000 Penalty: 4786.055176
	Iteration 44Q: 3 clusters Score -1234389 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -1234396.875000 Penalty: 4786.055176
	Iteration 45Q: 3 clusters Score -1234397 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -1234412.000000 Penalty: 4786.055176
	Iteration 46Q: 3 clusters Score -1234412 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -1234421.125000 Penalty: 4786.055176
	Iteration 47Q: 3 clusters Score -1234421 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -1234430.875000 Penalty: 4786.055176
	Iteration 48Q: 3 clusters Score -1234431 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -1234438.125000 Penalty: 4786.055176
	Iteration 49Q: 3 clusters Score -1234438 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -1234443.125000 Penalty: 4786.055176
	Iteration 50Q: 3 clusters Score -1234443 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -1234455.500000 Penalty: 4786.055176
	Iteration 51Q: 3 clusters Score -1234456 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -1234455.250000 Penalty: 4786.055176
	Iteration 52Q: 3 clusters Score -1234455 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -1234458.250000 Penalty: 4786.055176
	Iteration 53Q: 3 clusters Score -1234458 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -1234464.250000 Penalty: 4786.055176
	Iteration 54Q: 3 clusters Score -1234464 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -1234466.375000 Penalty: 4786.055176
	Iteration 55Q: 3 clusters Score -1234466 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -1234468.125000 Penalty: 4786.055176
	Iteration 56Q: 3 clusters Score -1234468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -1234467.625000 Penalty: 4786.055176
	Iteration 57Q: 3 clusters Score -1234468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -1234469.625000 Penalty: 4786.055176
	Iteration 58Q: 3 clusters Score -1234470 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -1234470.875000 Penalty: 4786.055176
	Iteration 59Q: 3 clusters Score -1234471 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -1234473.500000 Penalty: 4786.055176
	Iteration 60F: 3 clusters Score -1234474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -1234473.875000 Penalty: 4786.055176
	Iteration 61Q: 3 clusters Score -1234474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -1234472.250000 Penalty: 4786.055176
	Iteration 62Q: 3 clusters Score -1234472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -1234470.125000 Penalty: 4786.055176
	Iteration 63Q: 3 clusters Score -1234470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -1234473.500000 Penalty: 4786.055176
	Iteration 64Q: 3 clusters Score -1234474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -1234473.500000 Penalty: 4786.055176
	Iteration 65Q: 3 clusters Score -1234474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -1234473.500000 Penalty: 4786.055176
	Iteration 66Q: 3 clusters Score -1234474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -1234473.625000 Penalty: 4786.055176
	Iteration 67Q: 3 clusters Score -1234474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -1234471.000000 Penalty: 4786.055176
	Iteration 68Q: 3 clusters Score -1234471 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -1234475.250000 Penalty: 4786.055176
	Iteration 69Q: 3 clusters Score -1234475 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -1234472.875000 Penalty: 4786.055176
	Iteration 70Q: 3 clusters Score -1234473 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -1234476.625000 Penalty: 4786.055176
	Iteration 71Q: 3 clusters Score -1234477 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -1234477.875000 Penalty: 4786.055176
	Iteration 72Q: 3 clusters Score -1234478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -1234478.750000 Penalty: 4786.055176
	Iteration 73Q: 3 clusters Score -1234479 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -1234479.375000 Penalty: 4786.055176
	Iteration 74Q: 3 clusters Score -1234479 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -1234480.625000 Penalty: 4786.055176
	Iteration 75Q: 3 clusters Score -1234481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -1234482.625000 Penalty: 4786.055176
	Iteration 76Q: 3 clusters Score -1234483 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -1234481.125000 Penalty: 4786.055176
	Iteration 77Q: 3 clusters Score -1234481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -1234480.750000 Penalty: 4786.055176
	Iteration 78Q: 3 clusters Score -1234481 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -1234480.750000 Penalty: 4786.055176
	Iteration 79F: 3 clusters Score -1234481 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Entering Unmasked Estep 
Score: -360133.875000 Penalty: 2101.052734
	Iteration 0F: 2 clusters Score -360133.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -355731.468750 Penalty: 4202.105469
	Iteration 0F: 3 clusters Score -355731.5 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -356754.812500 Penalty: 4202.105469
	Iteration 1F: 3 clusters Score -356754.8 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -357000.343750 Penalty: 4202.105469
	Iteration 2F: 3 clusters Score -357000.3 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -357192.968750 Penalty: 4202.105469
	Iteration 3F: 3 clusters Score -357193 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -357355.750000 Penalty: 4202.105469
	Iteration 4F: 3 clusters Score -357355.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -357477.937500 Penalty: 4202.105469
	Iteration 5Q: 3 clusters Score -357477.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -357564.718750 Penalty: 4202.105469
	Iteration 6Q: 3 clusters Score -357564.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -357643.843750 Penalty: 4202.105469
	Iteration 7Q: 3 clusters Score -357643.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -357701.531250 Penalty: 4202.105469
	Iteration 8Q: 3 clusters Score -357701.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -357760.625000 Penalty: 4202.105469
	Iteration 9Q: 3 clusters Score -357760.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -357811.343750 Penalty: 4202.105469
	Iteration 10Q: 3 clusters Score -357811.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -357854.500000 Penalty: 4202.105469
	Iteration 11Q: 3 clusters Score -357854.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -357903.312500 Penalty: 4202.105469
	Iteration 12Q: 3 clusters Score -357903.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -357939.687500 Penalty: 4202.105469
	Iteration 13Q: 3 clusters Score -357939.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -357975.031250 Penalty: 4202.105469
	Iteration 14Q: 3 clusters Score -357975 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -358014.500000 Penalty: 4202.105469
	Iteration 15Q: 3 clusters Score -358014.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -358052.812500 Penalty: 4202.105469
	Iteration 16Q: 3 clusters Score -358052.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -358088.375000 Penalty: 4202.105469
	Iteration 17Q: 3 clusters Score -358088.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -358121.343750 Penalty: 4202.105469
	Iteration 18Q: 3 clusters Score -358121.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -358150.125000 Penalty: 4202.105469
	Iteration 19Q: 3 clusters Score -358150.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -358175.093750 Penalty: 4202.105469
	Iteration 20F: 3 clusters Score -358175.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -358203.156250 Penalty: 4202.105469
	Iteration 21Q: 3 clusters Score -358203.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -358237.312500 Penalty: 4202.105469
	Iteration 22Q: 3 clusters Score -358237.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -358268.312500 Penalty: 4202.105469
	Iteration 23Q: 3 clusters Score -358268.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -358308.718750 Penalty: 4202.105469
	Iteration 24Q: 3 clusters Score -358308.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -358340.562500 Penalty: 4202.105469
	Iteration 25Q: 3 clusters Score -358340.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -358379.687500 Penalty: 4202.105469
	Iteration 26Q: 3 clusters Score -358379.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -358422.875000 Penalty: 4202.105469
	Iteration 27Q: 3 clusters Score -358422.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -358460.343750 Penalty: 4202.105469
	Iteration 28Q: 3 clusters Score -358460.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -358483.718750 Penalty: 4202.105469
	Iteration 29Q: 3 clusters Score -358483.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -358503.125000 Penalty: 4202.105469
	Iteration 30Q: 3 clusters Score -358503.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -358520.468750 Penalty: 4202.105469
	Iteration 31Q: 3 clusters Score -358520.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -358539.093750 Penalty: 4202.105469
	Iteration 32Q: 3 clusters Score -358539.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -358563.687500 Penalty: 4202.105469
	Iteration 33Q: 3 clusters Score -358563.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -358578.000000 Penalty: 4202.105469
	Iteration 34Q: 3 clusters Score -358578 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -358587.593750 Penalty: 4202.105469
	Iteration 35Q: 3 clusters Score -358587.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -358593.375000 Penalty: 4202.105469
	Iteration 36Q: 3 clusters Score -358593.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -358598.312500 Penalty: 4202.105469
	Iteration 37Q: 3 clusters Score -358598.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -358599.593750 Penalty: 4202.105469
	Iteration 38Q: 3 clusters Score -358599.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -358599.250000 Penalty: 4202.105469
	Iteration 39Q: 3 clusters Score -358599.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -358602.218750 Penalty: 4202.105469
	Iteration 40F: 3 clusters Score -358602.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -358605.812500 Penalty: 4202.105469
	Iteration 41Q: 3 clusters Score -358605.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -358610.562500 Penalty: 4202.105469
	Iteration 42Q: 3 clusters Score -358610.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -358612.343750 Penalty: 4202.105469
	Iteration 43Q: 3 clusters Score -358612.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -358613.593750 Penalty: 4202.105469
	Iteration 44Q: 3 clusters Score -358613.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -358616.437500 Penalty: 4202.105469
	Iteration 45Q: 3 clusters Score -358616.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -358617.718750 Penalty: 4202.105469
	Iteration 46Q: 3 clusters Score -358617.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -358618.437500 Penalty: 4202.105469
	Iteration 47Q: 3 clusters Score -358618.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -358618.437500 Penalty: 4202.105469
	Iteration 48F: 3 clusters Score -358618.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (61586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61586 members 
Entering Unmasked Estep 
Score: -4740565.000000 Penalty: 2734.990967
	Iteration 0F: 2 clusters Score -4740565 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30748 members 
Mstep: Class 2 contains 30838 members 
Entering Unmasked Estep 
Score: -4699246.000000 Penalty: 5469.981934
	Iteration 0F: 3 clusters Score -4699246 nChanged 28645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29741 members 
Mstep: Class 2 contains 31845 members 
Entering Unmasked Estep 
Score: -4716588.000000 Penalty: 5469.981934
	Iteration 1F: 3 clusters Score -4716588 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29147 members 
Mstep: Class 2 contains 32439 members 
Entering Unmasked Estep 
Score: -4718535.000000 Penalty: 5469.981934
	Iteration 2F: 3 clusters Score -4718535 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28502 members 
Mstep: Class 2 contains 33084 members 
Entering Unmasked Estep 
Score: -4721372.000000 Penalty: 5469.981934
	Iteration 3F: 3 clusters Score -4721372 nChanged 4439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27859 members 
Mstep: Class 2 contains 33727 members 
Entering Unmasked Estep 
Score: -4724765.000000 Penalty: 5469.981934
	Iteration 4F: 3 clusters Score -4724765 nChanged 4488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27363 members 
Mstep: Class 2 contains 34223 members 
Entering Unmasked Estep 
Score: -4728262.500000 Penalty: 5469.981934
	Iteration 5F: 3 clusters Score -4728262 nChanged 4207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27210 members 
Mstep: Class 2 contains 34376 members 
Entering Unmasked Estep 
Score: -4731519.000000 Penalty: 5469.981934
	Iteration 6F: 3 clusters Score -4731519 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27255 members 
Mstep: Class 2 contains 34331 members 
Entering Unmasked Estep 
Score: -4733835.500000 Penalty: 5469.981934
	Iteration 7F: 3 clusters Score -4733836 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27315 members 
Mstep: Class 2 contains 34271 members 
Entering Unmasked Estep 
Score: -4735060.000000 Penalty: 5469.981934
	Iteration 8Q: 3 clusters Score -4735060 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27370 members 
Mstep: Class 2 contains 34216 members 
Entering Unmasked Estep 
Score: -4735576.500000 Penalty: 5469.981934
	Iteration 9Q: 3 clusters Score -4735576 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27424 members 
Mstep: Class 2 contains 34162 members 
Entering Unmasked Estep 
Score: -4735824.000000 Penalty: 5469.981934
	Iteration 10Q: 3 clusters Score -4735824 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27513 members 
Mstep: Class 2 contains 34073 members 
Entering Unmasked Estep 
Score: -4735981.500000 Penalty: 5469.981934
	Iteration 11Q: 3 clusters Score -4735982 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27621 members 
Mstep: Class 2 contains 33965 members 
Entering Unmasked Estep 
Score: -4736092.000000 Penalty: 5469.981934
	Iteration 12Q: 3 clusters Score -4736092 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27734 members 
Mstep: Class 2 contains 33852 members 
Entering Unmasked Estep 
Score: -4736180.500000 Penalty: 5469.981934
	Iteration 13Q: 3 clusters Score -4736180 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27885 members 
Mstep: Class 2 contains 33701 members 
Entering Unmasked Estep 
Score: -4736252.500000 Penalty: 5469.981934
	Iteration 14Q: 3 clusters Score -4736252 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28050 members 
Mstep: Class 2 contains 33536 members 
Entering Unmasked Estep 
Score: -4736296.000000 Penalty: 5469.981934
	Iteration 15Q: 3 clusters Score -4736296 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28221 members 
Mstep: Class 2 contains 33365 members 
Entering Unmasked Estep 
Score: -4736356.000000 Penalty: 5469.981934
	Iteration 16Q: 3 clusters Score -4736356 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28420 members 
Mstep: Class 2 contains 33166 members 
Entering Unmasked Estep 
Score: -4736392.500000 Penalty: 5469.981934
	Iteration 17Q: 3 clusters Score -4736392 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28638 members 
Mstep: Class 2 contains 32948 members 
Entering Unmasked Estep 
Score: -4736426.000000 Penalty: 5469.981934
	Iteration 18Q: 3 clusters Score -4736426 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28858 members 
Mstep: Class 2 contains 32728 members 
Entering Unmasked Estep 
Score: -4736468.000000 Penalty: 5469.981934
	Iteration 19Q: 3 clusters Score -4736468 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29110 members 
Mstep: Class 2 contains 32476 members 
Entering Unmasked Estep 
Score: -4736507.000000 Penalty: 5469.981934
	Iteration 20F: 3 clusters Score -4736507 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29355 members 
Mstep: Class 2 contains 32231 members 
Entering Unmasked Estep 
Score: -4736555.500000 Penalty: 5469.981934
	Iteration 21Q: 3 clusters Score -4736556 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29615 members 
Mstep: Class 2 contains 31971 members 
Entering Unmasked Estep 
Score: -4736591.500000 Penalty: 5469.981934
	Iteration 22Q: 3 clusters Score -4736592 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29906 members 
Mstep: Class 2 contains 31680 members 
Entering Unmasked Estep 
Score: -4736661.000000 Penalty: 5469.981934
	Iteration 23Q: 3 clusters Score -4736661 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30215 members 
Mstep: Class 2 contains 31371 members 
Entering Unmasked Estep 
Score: -4736730.000000 Penalty: 5469.981934
	Iteration 24Q: 3 clusters Score -4736730 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30551 members 
Mstep: Class 2 contains 31035 members 
Entering Unmasked Estep 
Score: -4736796.500000 Penalty: 5469.981934
	Iteration 25Q: 3 clusters Score -4736796 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30882 members 
Mstep: Class 2 contains 30704 members 
Entering Unmasked Estep 
Score: -4736857.500000 Penalty: 5469.981934
	Iteration 26Q: 3 clusters Score -4736858 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31200 members 
Mstep: Class 2 contains 30386 members 
Entering Unmasked Estep 
Score: -4736924.500000 Penalty: 5469.981934
	Iteration 27Q: 3 clusters Score -4736924 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31558 members 
Mstep: Class 2 contains 30028 members 
Entering Unmasked Estep 
Score: -4736977.000000 Penalty: 5469.981934
	Iteration 28Q: 3 clusters Score -4736977 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31933 members 
Mstep: Class 2 contains 29653 members 
Entering Unmasked Estep 
Score: -4737049.500000 Penalty: 5469.981934
	Iteration 29Q: 3 clusters Score -4737050 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32326 members 
Mstep: Class 2 contains 29260 members 
Entering Unmasked Estep 
Score: -4737179.500000 Penalty: 5469.981934
	Iteration 30Q: 3 clusters Score -4737180 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32709 members 
Mstep: Class 2 contains 28877 members 
Entering Unmasked Estep 
Score: -4737263.000000 Penalty: 5469.981934
	Iteration 31Q: 3 clusters Score -4737263 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33102 members 
Mstep: Class 2 contains 28484 members 
Entering Unmasked Estep 
Score: -4737352.000000 Penalty: 5469.981934
	Iteration 32Q: 3 clusters Score -4737352 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33463 members 
Mstep: Class 2 contains 28123 members 
Entering Unmasked Estep 
Score: -4737417.500000 Penalty: 5469.981934
	Iteration 33Q: 3 clusters Score -4737418 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33814 members 
Mstep: Class 2 contains 27772 members 
Entering Unmasked Estep 
Score: -4737495.000000 Penalty: 5469.981934
	Iteration 34Q: 3 clusters Score -4737495 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34159 members 
Mstep: Class 2 contains 27427 members 
Entering Unmasked Estep 
Score: -4737550.000000 Penalty: 5469.981934
	Iteration 35Q: 3 clusters Score -4737550 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34513 members 
Mstep: Class 2 contains 27073 members 
Entering Unmasked Estep 
Score: -4737607.500000 Penalty: 5469.981934
	Iteration 36Q: 3 clusters Score -4737608 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34868 members 
Mstep: Class 2 contains 26718 members 
Entering Unmasked Estep 
Score: -4737678.000000 Penalty: 5469.981934
	Iteration 37Q: 3 clusters Score -4737678 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35208 members 
Mstep: Class 2 contains 26378 members 
Entering Unmasked Estep 
Score: -4737730.000000 Penalty: 5469.981934
	Iteration 38Q: 3 clusters Score -4737730 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35536 members 
Mstep: Class 2 contains 26050 members 
Entering Unmasked Estep 
Score: -4737774.000000 Penalty: 5469.981934
	Iteration 39Q: 3 clusters Score -4737774 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35855 members 
Mstep: Class 2 contains 25731 members 
Entering Unmasked Estep 
Score: -4737819.500000 Penalty: 5469.981934
	Iteration 40F: 3 clusters Score -4737820 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36192 members 
Mstep: Class 2 contains 25394 members 
Entering Unmasked Estep 
Score: -4737892.000000 Penalty: 5469.981934
	Iteration 41Q: 3 clusters Score -4737892 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36515 members 
Mstep: Class 2 contains 25071 members 
Entering Unmasked Estep 
Score: -4737944.500000 Penalty: 5469.981934
	Iteration 42Q: 3 clusters Score -4737944 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36816 members 
Mstep: Class 2 contains 24770 members 
Entering Unmasked Estep 
Score: -4737996.000000 Penalty: 5469.981934
	Iteration 43Q: 3 clusters Score -4737996 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37123 members 
Mstep: Class 2 contains 24463 members 
Entering Unmasked Estep 
Score: -4738043.500000 Penalty: 5469.981934
	Iteration 44Q: 3 clusters Score -4738044 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37424 members 
Mstep: Class 2 contains 24162 members 
Entering Unmasked Estep 
Score: -4738065.000000 Penalty: 5469.981934
	Iteration 45Q: 3 clusters Score -4738065 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37693 members 
Mstep: Class 2 contains 23893 members 
Entering Unmasked Estep 
Score: -4738112.000000 Penalty: 5469.981934
	Iteration 46Q: 3 clusters Score -4738112 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37942 members 
Mstep: Class 2 contains 23644 members 
Entering Unmasked Estep 
Score: -4738154.500000 Penalty: 5469.981934
	Iteration 47Q: 3 clusters Score -4738154 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38183 members 
Mstep: Class 2 contains 23403 members 
Entering Unmasked Estep 
Score: -4738174.000000 Penalty: 5469.981934
	Iteration 48Q: 3 clusters Score -4738174 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38430 members 
Mstep: Class 2 contains 23156 members 
Entering Unmasked Estep 
Score: -4738233.000000 Penalty: 5469.981934
	Iteration 49Q: 3 clusters Score -4738233 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38652 members 
Mstep: Class 2 contains 22934 members 
Entering Unmasked Estep 
Score: -4738259.500000 Penalty: 5469.981934
	Iteration 50Q: 3 clusters Score -4738260 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38879 members 
Mstep: Class 2 contains 22707 members 
Entering Unmasked Estep 
Score: -4738280.500000 Penalty: 5469.981934
	Iteration 51Q: 3 clusters Score -4738280 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39060 members 
Mstep: Class 2 contains 22526 members 
Entering Unmasked Estep 
Score: -4738296.500000 Penalty: 5469.981934
	Iteration 52Q: 3 clusters Score -4738296 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39235 members 
Mstep: Class 2 contains 22351 members 
Entering Unmasked Estep 
Score: -4738317.000000 Penalty: 5469.981934
	Iteration 53Q: 3 clusters Score -4738317 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39418 members 
Mstep: Class 2 contains 22168 members 
Entering Unmasked Estep 
Score: -4738344.500000 Penalty: 5469.981934
	Iteration 54Q: 3 clusters Score -4738344 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39610 members 
Mstep: Class 2 contains 21976 members 
Entering Unmasked Estep 
Score: -4738351.500000 Penalty: 5469.981934
	Iteration 55Q: 3 clusters Score -4738352 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39815 members 
Mstep: Class 2 contains 21771 members 
Entering Unmasked Estep 
Score: -4738386.500000 Penalty: 5469.981934
	Iteration 56Q: 3 clusters Score -4738386 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39992 members 
Mstep: Class 2 contains 21594 members 
Entering Unmasked Estep 
Score: -4738393.000000 Penalty: 5469.981934
	Iteration 57Q: 3 clusters Score -4738393 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40163 members 
Mstep: Class 2 contains 21423 members 
Entering Unmasked Estep 
Score: -4738420.000000 Penalty: 5469.981934
	Iteration 58Q: 3 clusters Score -4738420 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40310 members 
Mstep: Class 2 contains 21276 members 
Entering Unmasked Estep 
Score: -4738426.000000 Penalty: 5469.981934
	Iteration 59Q: 3 clusters Score -4738426 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40453 members 
Mstep: Class 2 contains 21133 members 
Entering Unmasked Estep 
Score: -4738419.500000 Penalty: 5469.981934
	Iteration 60F: 3 clusters Score -4738420 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40602 members 
Mstep: Class 2 contains 20984 members 
Entering Unmasked Estep 
Score: -4738442.000000 Penalty: 5469.981934
	Iteration 61Q: 3 clusters Score -4738442 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40750 members 
Mstep: Class 2 contains 20836 members 
Entering Unmasked Estep 
Score: -4738442.500000 Penalty: 5469.981934
	Iteration 62Q: 3 clusters Score -4738442 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40899 members 
Mstep: Class 2 contains 20687 members 
Entering Unmasked Estep 
Score: -4738449.000000 Penalty: 5469.981934
	Iteration 63Q: 3 clusters Score -4738449 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41028 members 
Mstep: Class 2 contains 20558 members 
Entering Unmasked Estep 
Score: -4738469.500000 Penalty: 5469.981934
	Iteration 64Q: 3 clusters Score -4738470 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41160 members 
Mstep: Class 2 contains 20426 members 
Entering Unmasked Estep 
Score: -4738491.000000 Penalty: 5469.981934
	Iteration 65Q: 3 clusters Score -4738491 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41269 members 
Mstep: Class 2 contains 20317 members 
Entering Unmasked Estep 
Score: -4738503.500000 Penalty: 5469.981934
	Iteration 66Q: 3 clusters Score -4738504 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41363 members 
Mstep: Class 2 contains 20223 members 
Entering Unmasked Estep 
Score: -4738504.500000 Penalty: 5469.981934
	Iteration 67Q: 3 clusters Score -4738504 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41477 members 
Mstep: Class 2 contains 20109 members 
Entering Unmasked Estep 
Score: -4738519.000000 Penalty: 5469.981934
	Iteration 68Q: 3 clusters Score -4738519 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41580 members 
Mstep: Class 2 contains 20006 members 
Entering Unmasked Estep 
Score: -4738527.000000 Penalty: 5469.981934
	Iteration 69Q: 3 clusters Score -4738527 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41674 members 
Mstep: Class 2 contains 19912 members 
Entering Unmasked Estep 
Score: -4738547.000000 Penalty: 5469.981934
	Iteration 70Q: 3 clusters Score -4738547 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41770 members 
Mstep: Class 2 contains 19816 members 
Entering Unmasked Estep 
Score: -4738545.000000 Penalty: 5469.981934
	Iteration 71Q: 3 clusters Score -4738545 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41877 members 
Mstep: Class 2 contains 19709 members 
Entering Unmasked Estep 
Score: -4738551.500000 Penalty: 5469.981934
	Iteration 72Q: 3 clusters Score -4738552 nChanged 129
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42000 members 
Mstep: Class 2 contains 19586 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4738552 nChanged 113
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42105 members 
Mstep: Class 2 contains 19481 members 
Entering Unmasked Estep 
Score: -4738560.000000 Penalty: 5469.981934
	Iteration 74Q: 3 clusters Score -4738560 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42203 members 
Mstep: Class 2 contains 19383 members 
Entering Unmasked Estep 
Score: -4738564.500000 Penalty: 5469.981934
	Iteration 75Q: 3 clusters Score -4738564 nChanged 105
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42304 members 
Mstep: Class 2 contains 19282 members 
Entering Unmasked Estep 
Score: -4738589.500000 Penalty: 5469.981934
	Iteration 76Q: 3 clusters Score -4738590 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42403 members 
Mstep: Class 2 contains 19183 members 
Entering Unmasked Estep 
Score: -4738583.500000 Penalty: 5469.981934
	Iteration 77Q: 3 clusters Score -4738584 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42507 members 
Mstep: Class 2 contains 19079 members 
Entering Unmasked Estep 
Score: -4738584.500000 Penalty: 5469.981934
	Iteration 78Q: 3 clusters Score -4738584 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42616 members 
Mstep: Class 2 contains 18970 members 
Entering Unmasked Estep 
Score: -4738580.500000 Penalty: 5469.981934
	Iteration 79Q: 3 clusters Score -4738580 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42712 members 
Mstep: Class 2 contains 18874 members 
Entering Unmasked Estep 
Score: -4738599.000000 Penalty: 5469.981934
	Iteration 80F: 3 clusters Score -4738599 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42792 members 
Mstep: Class 2 contains 18794 members 
Entering Unmasked Estep 
Score: -4738604.500000 Penalty: 5469.981934
	Iteration 81Q: 3 clusters Score -4738604 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42854 members 
Mstep: Class 2 contains 18732 members 
Entering Unmasked Estep 
Score: -4738594.000000 Penalty: 5469.981934
	Iteration 82Q: 3 clusters Score -4738594 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42910 members 
Mstep: Class 2 contains 18676 members 
Entering Unmasked Estep 
Score: -4738608.000000 Penalty: 5469.981934
	Iteration 83Q: 3 clusters Score -4738608 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42948 members 
Mstep: Class 2 contains 18638 members 
Entering Unmasked Estep 
Score: -4738601.500000 Penalty: 5469.981934
	Iteration 84Q: 3 clusters Score -4738602 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42989 members 
Mstep: Class 2 contains 18597 members 
Entering Unmasked Estep 
Score: -4738599.500000 Penalty: 5469.981934
	Iteration 85Q: 3 clusters Score -4738600 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43027 members 
Mstep: Class 2 contains 18559 members 
Entering Unmasked Estep 
Score: -4738600.500000 Penalty: 5469.981934
	Iteration 86Q: 3 clusters Score -4738600 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43063 members 
Mstep: Class 2 contains 18523 members 
Entering Unmasked Estep 
Score: -4738596.500000 Penalty: 5469.981934
	Iteration 87Q: 3 clusters Score -4738596 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43093 members 
Mstep: Class 2 contains 18493 members 
Entering Unmasked Estep 
Score: -4738603.500000 Penalty: 5469.981934
	Iteration 88Q: 3 clusters Score -4738604 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43120 members 
Mstep: Class 2 contains 18466 members 
Entering Unmasked Estep 
Score: -4738616.000000 Penalty: 5469.981934
	Iteration 89Q: 3 clusters Score -4738616 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43146 members 
Mstep: Class 2 contains 18440 members 
Entering Unmasked Estep 
Score: -4738611.500000 Penalty: 5469.981934
	Iteration 90Q: 3 clusters Score -4738612 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43177 members 
Mstep: Class 2 contains 18409 members 
Entering Unmasked Estep 
Score: -4738620.000000 Penalty: 5469.981934
	Iteration 91Q: 3 clusters Score -4738620 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43193 members 
Mstep: Class 2 contains 18393 members 
Entering Unmasked Estep 
Score: -4738616.000000 Penalty: 5469.981934
	Iteration 92Q: 3 clusters Score -4738616 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43206 members 
Mstep: Class 2 contains 18380 members 
Entering Unmasked Estep 
Score: -4738601.000000 Penalty: 5469.981934
	Iteration 93Q: 3 clusters Score -4738601 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43217 members 
Mstep: Class 2 contains 18369 members 
Entering Unmasked Estep 
Score: -4738606.000000 Penalty: 5469.981934
	Iteration 94Q: 3 clusters Score -4738606 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43227 members 
Mstep: Class 2 contains 18359 members 
Entering Unmasked Estep 
Score: -4738600.500000 Penalty: 5469.981934
	Iteration 95Q: 3 clusters Score -4738600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43232 members 
Mstep: Class 2 contains 18354 members 
Entering Unmasked Estep 
Score: -4738599.500000 Penalty: 5469.981934
	Iteration 96Q: 3 clusters Score -4738600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43240 members 
Mstep: Class 2 contains 18346 members 
Entering Unmasked Estep 
Score: -4738594.500000 Penalty: 5469.981934
	Iteration 97Q: 3 clusters Score -4738594 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43250 members 
Mstep: Class 2 contains 18336 members 
Entering Unmasked Estep 
Score: -4738591.500000 Penalty: 5469.981934
	Iteration 98Q: 3 clusters Score -4738592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43257 members 
Mstep: Class 2 contains 18329 members 
Entering Unmasked Estep 
Score: -4738586.000000 Penalty: 5469.981934
	Iteration 99Q: 3 clusters Score -4738586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43263 members 
Mstep: Class 2 contains 18323 members 
Entering Unmasked Estep 
Score: -4738586.000000 Penalty: 5469.981934
	Iteration 100F: 3 clusters Score -4738586 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43273 members 
Mstep: Class 2 contains 18313 members 
Entering Unmasked Estep 
Score: -4738591.500000 Penalty: 5469.981934
	Iteration 101Q: 3 clusters Score -4738592 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43283 members 
Mstep: Class 2 contains 18303 members 
Entering Unmasked Estep 
Score: -4738593.500000 Penalty: 5469.981934
	Iteration 102Q: 3 clusters Score -4738594 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43293 members 
Mstep: Class 2 contains 18293 members 
Entering Unmasked Estep 
Score: -4738601.000000 Penalty: 5469.981934
	Iteration 103Q: 3 clusters Score -4738601 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43303 members 
Mstep: Class 2 contains 18283 members 
Entering Unmasked Estep 
Score: -4738595.500000 Penalty: 5469.981934
	Iteration 104Q: 3 clusters Score -4738596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43309 members 
Mstep: Class 2 contains 18277 members 
Entering Unmasked Estep 
Score: -4738598.000000 Penalty: 5469.981934
	Iteration 105Q: 3 clusters Score -4738598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43314 members 
Mstep: Class 2 contains 18272 members 
Entering Unmasked Estep 
Score: -4738597.000000 Penalty: 5469.981934
	Iteration 106Q: 3 clusters Score -4738597 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43324 members 
Mstep: Class 2 contains 18262 members 
Entering Unmasked Estep 
Score: -4738593.000000 Penalty: 5469.981934
	Iteration 107Q: 3 clusters Score -4738593 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43332 members 
Mstep: Class 2 contains 18254 members 
Entering Unmasked Estep 
Score: -4738597.000000 Penalty: 5469.981934
	Iteration 108Q: 3 clusters Score -4738597 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43344 members 
Mstep: Class 2 contains 18242 members 
Entering Unmasked Estep 
Score: -4738599.500000 Penalty: 5469.981934
	Iteration 109Q: 3 clusters Score -4738600 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43354 members 
Mstep: Class 2 contains 18232 members 
Entering Unmasked Estep 
Score: -4738603.000000 Penalty: 5469.981934
	Iteration 110Q: 3 clusters Score -4738603 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43365 members 
Mstep: Class 2 contains 18221 members 
Entering Unmasked Estep 
Score: -4738602.500000 Penalty: 5469.981934
	Iteration 111Q: 3 clusters Score -4738602 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43381 members 
Mstep: Class 2 contains 18205 members 
Entering Unmasked Estep 
Score: -4738596.500000 Penalty: 5469.981934
	Iteration 112Q: 3 clusters Score -4738596 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43402 members 
Mstep: Class 2 contains 18184 members 
Entering Unmasked Estep 
Score: -4738602.000000 Penalty: 5469.981934
	Iteration 113Q: 3 clusters Score -4738602 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43417 members 
Mstep: Class 2 contains 18169 members 
Entering Unmasked Estep 
Score: -4738605.000000 Penalty: 5469.981934
	Iteration 114Q: 3 clusters Score -4738605 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43426 members 
Mstep: Class 2 contains 18160 members 
Entering Unmasked Estep 
Score: -4738609.000000 Penalty: 5469.981934
	Iteration 115Q: 3 clusters Score -4738609 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43438 members 
Mstep: Class 2 contains 18148 members 
Entering Unmasked Estep 
Score: -4738608.000000 Penalty: 5469.981934
	Iteration 116Q: 3 clusters Score -4738608 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43451 members 
Mstep: Class 2 contains 18135 members 
Entering Unmasked Estep 
Score: -4738611.500000 Penalty: 5469.981934
	Iteration 117Q: 3 clusters Score -4738612 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43462 members 
Mstep: Class 2 contains 18124 members 
Entering Unmasked Estep 
Score: -4738608.000000 Penalty: 5469.981934
	Iteration 118Q: 3 clusters Score -4738608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43467 members 
Mstep: Class 2 contains 18119 members 
Entering Unmasked Estep 
Score: -4738607.500000 Penalty: 5469.981934
	Iteration 119Q: 3 clusters Score -4738608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43474 members 
Mstep: Class 2 contains 18112 members 
Entering Unmasked Estep 
Score: -4738606.000000 Penalty: 5469.981934
	Iteration 120F: 3 clusters Score -4738606 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43484 members 
Mstep: Class 2 contains 18102 members 
Entering Unmasked Estep 
Score: -4738607.000000 Penalty: 5469.981934
	Iteration 121Q: 3 clusters Score -4738607 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43490 members 
Mstep: Class 2 contains 18096 members 
Entering Unmasked Estep 
Score: -4738608.000000 Penalty: 5469.981934
	Iteration 122Q: 3 clusters Score -4738608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43492 members 
Mstep: Class 2 contains 18094 members 
Entering Unmasked Estep 
Score: -4738606.500000 Penalty: 5469.981934
	Iteration 123Q: 3 clusters Score -4738606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43494 members 
Mstep: Class 2 contains 18092 members 
Entering Unmasked Estep 
Score: -4738603.000000 Penalty: 5469.981934
	Iteration 124Q: 3 clusters Score -4738603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43495 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
Score: -4738600.000000 Penalty: 5469.981934
	Iteration 125Q: 3 clusters Score -4738600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43497 members 
Mstep: Class 2 contains 18089 members 
Entering Unmasked Estep 
Score: -4738602.000000 Penalty: 5469.981934
	Iteration 126Q: 3 clusters Score -4738602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43503 members 
Mstep: Class 2 contains 18083 members 
Entering Unmasked Estep 
Score: -4738598.500000 Penalty: 5469.981934
	Iteration 127Q: 3 clusters Score -4738598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43510 members 
Mstep: Class 2 contains 18076 members 
Entering Unmasked Estep 
Score: -4738610.000000 Penalty: 5469.981934
	Iteration 128Q: 3 clusters Score -4738610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43517 members 
Mstep: Class 2 contains 18069 members 
Entering Unmasked Estep 
Score: -4738606.500000 Penalty: 5469.981934
	Iteration 129Q: 3 clusters Score -4738606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43521 members 
Mstep: Class 2 contains 18065 members 
Entering Unmasked Estep 
Score: -4738602.000000 Penalty: 5469.981934
	Iteration 130Q: 3 clusters Score -4738602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43527 members 
Mstep: Class 2 contains 18059 members 
Entering Unmasked Estep 
Score: -4738602.000000 Penalty: 5469.981934
	Iteration 131Q: 3 clusters Score -4738602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43534 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
Score: -4738607.500000 Penalty: 5469.981934
	Iteration 132Q: 3 clusters Score -4738608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43542 members 
Mstep: Class 2 contains 18044 members 
Entering Unmasked Estep 
Score: -4738608.500000 Penalty: 5469.981934
	Iteration 133Q: 3 clusters Score -4738608 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43551 members 
Mstep: Class 2 contains 18035 members 
Entering Unmasked Estep 
Score: -4738610.500000 Penalty: 5469.981934
	Iteration 134Q: 3 clusters Score -4738610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43558 members 
Mstep: Class 2 contains 18028 members 
Entering Unmasked Estep 
Score: -4738605.500000 Penalty: 5469.981934
	Iteration 135Q: 3 clusters Score -4738606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43565 members 
Mstep: Class 2 contains 18021 members 
Entering Unmasked Estep 
Score: -4738610.500000 Penalty: 5469.981934
	Iteration 136Q: 3 clusters Score -4738610 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43571 members 
Mstep: Class 2 contains 18015 members 
Entering Unmasked Estep 
Score: -4738602.000000 Penalty: 5469.981934
	Iteration 137Q: 3 clusters Score -4738602 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43584 members 
Mstep: Class 2 contains 18002 members 
Entering Unmasked Estep 
Score: -4738623.000000 Penalty: 5469.981934
	Iteration 138Q: 3 clusters Score -4738623 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43591 members 
Mstep: Class 2 contains 17995 members 
Entering Unmasked Estep 
Score: -4738614.000000 Penalty: 5469.981934
	Iteration 139Q: 3 clusters Score -4738614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43597 members 
Mstep: Class 2 contains 17989 members 
Entering Unmasked Estep 
Score: -4738613.000000 Penalty: 5469.981934
	Iteration 140F: 3 clusters Score -4738613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43600 members 
Mstep: Class 2 contains 17986 members 
Entering Unmasked Estep 
Score: -4738615.500000 Penalty: 5469.981934
	Iteration 141Q: 3 clusters Score -4738616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43603 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -4738612.500000 Penalty: 5469.981934
	Iteration 142Q: 3 clusters Score -4738612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43606 members 
Mstep: Class 2 contains 17980 members 
Entering Unmasked Estep 
Score: -4738614.500000 Penalty: 5469.981934
	Iteration 143Q: 3 clusters Score -4738614 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43616 members 
Mstep: Class 2 contains 17970 members 
Entering Unmasked Estep 
Score: -4738625.000000 Penalty: 5469.981934
	Iteration 144Q: 3 clusters Score -4738625 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43619 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
Score: -4738621.500000 Penalty: 5469.981934
	Iteration 145Q: 3 clusters Score -4738622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43622 members 
Mstep: Class 2 contains 17964 members 
Entering Unmasked Estep 
Score: -4738621.000000 Penalty: 5469.981934
	Iteration 146Q: 3 clusters Score -4738621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43623 members 
Mstep: Class 2 contains 17963 members 
Entering Unmasked Estep 
Score: -4738624.500000 Penalty: 5469.981934
	Iteration 147Q: 3 clusters Score -4738624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43624 members 
Mstep: Class 2 contains 17962 members 
Entering Unmasked Estep 
Score: -4738626.500000 Penalty: 5469.981934
	Iteration 148Q: 3 clusters Score -4738626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43628 members 
Mstep: Class 2 contains 17958 members 
Entering Unmasked Estep 
Score: -4738621.500000 Penalty: 5469.981934
	Iteration 149Q: 3 clusters Score -4738622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43630 members 
Mstep: Class 2 contains 17956 members 
Entering Unmasked Estep 
Score: -4738628.500000 Penalty: 5469.981934
	Iteration 150Q: 3 clusters Score -4738628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43631 members 
Mstep: Class 2 contains 17955 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -4738625 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43631 members 
Mstep: Class 2 contains 17955 members 
Entering Unmasked Estep 
Score: -4738625.000000 Penalty: 5469.981934
	Iteration 152F: 3 clusters Score -4738625 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5589 members 
Entering Unmasked Estep 
Score: -440044.156250 Penalty: 2139.881836
	Iteration 0F: 2 clusters Score -440044.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -435090.843750 Penalty: 4279.763672
	Iteration 0F: 3 clusters Score -435090.8 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -436248.968750 Penalty: 4279.763672
	Iteration 1F: 3 clusters Score -436249 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -436500.312500 Penalty: 4279.763672
	Iteration 2F: 3 clusters Score -436500.3 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -436679.968750 Penalty: 4279.763672
	Iteration 3F: 3 clusters Score -436680 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -436810.843750 Penalty: 4279.763672
	Iteration 4Q: 3 clusters Score -436810.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -436910.843750 Penalty: 4279.763672
	Iteration 5Q: 3 clusters Score -436910.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -436989.781250 Penalty: 4279.763672
	Iteration 6Q: 3 clusters Score -436989.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -437052.718750 Penalty: 4279.763672
	Iteration 7Q: 3 clusters Score -437052.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -437111.156250 Penalty: 4279.763672
	Iteration 8Q: 3 clusters Score -437111.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -437167.937500 Penalty: 4279.763672
	Iteration 9Q: 3 clusters Score -437167.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -437228.750000 Penalty: 4279.763672
	Iteration 10Q: 3 clusters Score -437228.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -437288.375000 Penalty: 4279.763672
	Iteration 11Q: 3 clusters Score -437288.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -437349.437500 Penalty: 4279.763672
	Iteration 12Q: 3 clusters Score -437349.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -437406.625000 Penalty: 4279.763672
	Iteration 13Q: 3 clusters Score -437406.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -437464.843750 Penalty: 4279.763672
	Iteration 14Q: 3 clusters Score -437464.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -437528.625000 Penalty: 4279.763672
	Iteration 15Q: 3 clusters Score -437528.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -437606.312500 Penalty: 4279.763672
	Iteration 16Q: 3 clusters Score -437606.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -437683.187500 Penalty: 4279.763672
	Iteration 17Q: 3 clusters Score -437683.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -437756.687500 Penalty: 4279.763672
	Iteration 18Q: 3 clusters Score -437756.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -437825.718750 Penalty: 4279.763672
	Iteration 19Q: 3 clusters Score -437825.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -437891.656250 Penalty: 4279.763672
	Iteration 20F: 3 clusters Score -437891.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -437952.875000 Penalty: 4279.763672
	Iteration 21Q: 3 clusters Score -437952.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -438028.531250 Penalty: 4279.763672
	Iteration 22Q: 3 clusters Score -438028.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -438085.906250 Penalty: 4279.763672
	Iteration 23Q: 3 clusters Score -438085.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -438118.937500 Penalty: 4279.763672
	Iteration 24Q: 3 clusters Score -438118.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -438147.843750 Penalty: 4279.763672
	Iteration 25Q: 3 clusters Score -438147.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -438171.906250 Penalty: 4279.763672
	Iteration 26Q: 3 clusters Score -438171.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -438185.375000 Penalty: 4279.763672
	Iteration 27Q: 3 clusters Score -438185.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -438194.875000 Penalty: 4279.763672
	Iteration 28Q: 3 clusters Score -438194.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -438204.968750 Penalty: 4279.763672
	Iteration 29Q: 3 clusters Score -438205 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -438215.375000 Penalty: 4279.763672
	Iteration 30Q: 3 clusters Score -438215.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -438225.656250 Penalty: 4279.763672
	Iteration 31Q: 3 clusters Score -438225.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -438232.593750 Penalty: 4279.763672
	Iteration 32Q: 3 clusters Score -438232.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -438237.218750 Penalty: 4279.763672
	Iteration 33Q: 3 clusters Score -438237.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -438241.750000 Penalty: 4279.763672
	Iteration 34Q: 3 clusters Score -438241.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -438244.937500 Penalty: 4279.763672
	Iteration 35Q: 3 clusters Score -438244.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -438249.437500 Penalty: 4279.763672
	Iteration 36Q: 3 clusters Score -438249.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -438256.718750 Penalty: 4279.763672
	Iteration 37Q: 3 clusters Score -438256.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -438263.156250 Penalty: 4279.763672
	Iteration 38Q: 3 clusters Score -438263.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -438267.781250 Penalty: 4279.763672
	Iteration 39Q: 3 clusters Score -438267.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -438270.125000 Penalty: 4279.763672
	Iteration 40F: 3 clusters Score -438270.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -438271.500000 Penalty: 4279.763672
	Iteration 41Q: 3 clusters Score -438271.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -438271.562500 Penalty: 4279.763672
	Iteration 42Q: 3 clusters Score -438271.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -438271.562500 Penalty: 4279.763672
	Iteration 43F: 3 clusters Score -438271.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (6263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Entering Unmasked Estep 
Score: -460944.812500 Penalty: 2168.118896
	Iteration 0F: 2 clusters Score -460944.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -455676.406250 Penalty: 4336.237793
	Iteration 0F: 3 clusters Score -455676.4 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -457206.718750 Penalty: 4336.237793
	Iteration 1F: 3 clusters Score -457206.7 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -457906.281250 Penalty: 4336.237793
	Iteration 2F: 3 clusters Score -457906.3 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -458719.156250 Penalty: 4336.237793
	Iteration 3F: 3 clusters Score -458719.2 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -459438.343750 Penalty: 4336.237793
	Iteration 4F: 3 clusters Score -459438.3 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -459916.843750 Penalty: 4336.237793
	Iteration 5F: 3 clusters Score -459916.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -460130.750000 Penalty: 4336.237793
	Iteration 6Q: 3 clusters Score -460130.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -460254.187500 Penalty: 4336.237793
	Iteration 7Q: 3 clusters Score -460254.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -460329.406250 Penalty: 4336.237793
	Iteration 8Q: 3 clusters Score -460329.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -460359.343750 Penalty: 4336.237793
	Iteration 9Q: 3 clusters Score -460359.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -460377.968750 Penalty: 4336.237793
	Iteration 10Q: 3 clusters Score -460378 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -460394.437500 Penalty: 4336.237793
	Iteration 11Q: 3 clusters Score -460394.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -460402.718750 Penalty: 4336.237793
	Iteration 12Q: 3 clusters Score -460402.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -460409.468750 Penalty: 4336.237793
	Iteration 13Q: 3 clusters Score -460409.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -460417.562500 Penalty: 4336.237793
	Iteration 14Q: 3 clusters Score -460417.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -460425.343750 Penalty: 4336.237793
	Iteration 15Q: 3 clusters Score -460425.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -460428.312500 Penalty: 4336.237793
	Iteration 16Q: 3 clusters Score -460428.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -460430.281250 Penalty: 4336.237793
	Iteration 17Q: 3 clusters Score -460430.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -460430.781250 Penalty: 4336.237793
	Iteration 18Q: 3 clusters Score -460430.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -460431.437500 Penalty: 4336.237793
	Iteration 19Q: 3 clusters Score -460431.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -460431.437500 Penalty: 4336.237793
	Iteration 20F: 3 clusters Score -460431.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Entering Unmasked Estep 
Score: -240875.281250 Penalty: 2000.652954
	Iteration 0F: 2 clusters Score -240875.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -237501.218750 Penalty: 4001.305908
	Iteration 0F: 3 clusters Score -237501.2 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -238215.093750 Penalty: 4001.305908
	Iteration 1F: 3 clusters Score -238215.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -238387.171875 Penalty: 4001.305908
	Iteration 2F: 3 clusters Score -238387.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -238482.484375 Penalty: 4001.305908
	Iteration 3Q: 3 clusters Score -238482.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -238557.140625 Penalty: 4001.305908
	Iteration 4Q: 3 clusters Score -238557.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -238614.328125 Penalty: 4001.305908
	Iteration 5Q: 3 clusters Score -238614.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -238654.375000 Penalty: 4001.305908
	Iteration 6Q: 3 clusters Score -238654.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -238691.000000 Penalty: 4001.305908
	Iteration 7Q: 3 clusters Score -238691 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -238722.593750 Penalty: 4001.305908
	Iteration 8Q: 3 clusters Score -238722.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -238747.265625 Penalty: 4001.305908
	Iteration 9Q: 3 clusters Score -238747.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -238775.187500 Penalty: 4001.305908
	Iteration 10Q: 3 clusters Score -238775.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -238791.234375 Penalty: 4001.305908
	Iteration 11Q: 3 clusters Score -238791.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -238808.640625 Penalty: 4001.305908
	Iteration 12Q: 3 clusters Score -238808.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -238827.359375 Penalty: 4001.305908
	Iteration 13Q: 3 clusters Score -238827.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -238840.781250 Penalty: 4001.305908
	Iteration 14Q: 3 clusters Score -238840.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -238852.765625 Penalty: 4001.305908
	Iteration 15Q: 3 clusters Score -238852.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -238864.656250 Penalty: 4001.305908
	Iteration 16Q: 3 clusters Score -238864.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -238875.468750 Penalty: 4001.305908
	Iteration 17Q: 3 clusters Score -238875.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -238885.296875 Penalty: 4001.305908
	Iteration 18Q: 3 clusters Score -238885.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -238892.937500 Penalty: 4001.305908
	Iteration 19Q: 3 clusters Score -238892.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -238900.437500 Penalty: 4001.305908
	Iteration 20F: 3 clusters Score -238900.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -238905.328125 Penalty: 4001.305908
	Iteration 21Q: 3 clusters Score -238905.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -238908.390625 Penalty: 4001.305908
	Iteration 22Q: 3 clusters Score -238908.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -238910.984375 Penalty: 4001.305908
	Iteration 23Q: 3 clusters Score -238911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -238912.968750 Penalty: 4001.305908
	Iteration 24Q: 3 clusters Score -238913 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -238914.828125 Penalty: 4001.305908
	Iteration 25Q: 3 clusters Score -238914.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -238915.921875 Penalty: 4001.305908
	Iteration 26Q: 3 clusters Score -238915.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -238916.718750 Penalty: 4001.305908
	Iteration 27Q: 3 clusters Score -238916.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -238917.468750 Penalty: 4001.305908
	Iteration 28Q: 3 clusters Score -238917.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -238918.390625 Penalty: 4001.305908
	Iteration 29Q: 3 clusters Score -238918.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -238919.156250 Penalty: 4001.305908
	Iteration 30Q: 3 clusters Score -238919.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -238920.421875 Penalty: 4001.305908
	Iteration 31Q: 3 clusters Score -238920.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -238921.015625 Penalty: 4001.305908
	Iteration 32Q: 3 clusters Score -238921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -238921.937500 Penalty: 4001.305908
	Iteration 33Q: 3 clusters Score -238921.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -238922.062500 Penalty: 4001.305908
	Iteration 34Q: 3 clusters Score -238922.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -238922.953125 Penalty: 4001.305908
	Iteration 35Q: 3 clusters Score -238923 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -238922.953125 Penalty: 4001.305908
	Iteration 36F: 3 clusters Score -238923 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (77297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77297 members 
Entering Unmasked Estep 
Score: -6272538.000000 Penalty: 2791.341797
	Iteration 0F: 2 clusters Score -6272538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38558 members 
Mstep: Class 2 contains 38739 members 
Entering Unmasked Estep 
Score: -6220812.500000 Penalty: 5582.683594
	Iteration 0F: 3 clusters Score -6220812 nChanged 36088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37244 members 
Mstep: Class 2 contains 40053 members 
Entering Unmasked Estep 
Score: -6241755.000000 Penalty: 5582.683594
	Iteration 1F: 3 clusters Score -6241755 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36285 members 
Mstep: Class 2 contains 41012 members 
Entering Unmasked Estep 
Score: -6242912.000000 Penalty: 5582.683594
	Iteration 2Q: 3 clusters Score -6242912 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34883 members 
Mstep: Class 2 contains 42414 members 
Entering Unmasked Estep 
Score: -6244486.000000 Penalty: 5582.683594
	Iteration 3Q: 3 clusters Score -6244486 nChanged 4104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32899 members 
Mstep: Class 2 contains 44398 members 
Entering Unmasked Estep 
Score: -6246452.500000 Penalty: 5582.683594
	Iteration 4F: 3 clusters Score -6246452 nChanged 4603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30330 members 
Mstep: Class 2 contains 46967 members 
Entering Unmasked Estep 
Score: -6249007.500000 Penalty: 5582.683594
	Iteration 5F: 3 clusters Score -6249008 nChanged 4967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27145 members 
Mstep: Class 2 contains 50152 members 
Entering Unmasked Estep 
Score: -6251940.500000 Penalty: 5582.683594
	Iteration 6F: 3 clusters Score -6251940 nChanged 4894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23553 members 
Mstep: Class 2 contains 53744 members 
Entering Unmasked Estep 
Score: -6255212.500000 Penalty: 5582.683594
	Iteration 7F: 3 clusters Score -6255212 nChanged 4796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19739 members 
Mstep: Class 2 contains 57558 members 
Entering Unmasked Estep 
Score: -6258477.500000 Penalty: 5582.683594
	Iteration 8F: 3 clusters Score -6258478 nChanged 4159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16264 members 
Mstep: Class 2 contains 61033 members 
Entering Unmasked Estep 
Score: -6261337.500000 Penalty: 5582.683594
	Iteration 9F: 3 clusters Score -6261338 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 63984 members 
Entering Unmasked Estep 
Score: -6263528.500000 Penalty: 5582.683594
	Iteration 10Q: 3 clusters Score -6263528 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 66523 members 
Entering Unmasked Estep 
Score: -6265288.000000 Penalty: 5582.683594
	Iteration 11Q: 3 clusters Score -6265288 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 68578 members 
Entering Unmasked Estep 
Score: -6266657.000000 Penalty: 5582.683594
	Iteration 12Q: 3 clusters Score -6266657 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 70155 members 
Entering Unmasked Estep 
Score: -6267655.500000 Penalty: 5582.683594
	Iteration 13Q: 3 clusters Score -6267656 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 71372 members 
Entering Unmasked Estep 
Score: -6268365.000000 Penalty: 5582.683594
	Iteration 14Q: 3 clusters Score -6268365 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 72346 members 
Entering Unmasked Estep 
Score: -6268941.500000 Penalty: 5582.683594
	Iteration 15Q: 3 clusters Score -6268942 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 73099 members 
Entering Unmasked Estep 
Score: -6269389.000000 Penalty: 5582.683594
	Iteration 16Q: 3 clusters Score -6269389 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 73667 members 
Entering Unmasked Estep 
Score: -6269734.000000 Penalty: 5582.683594
	Iteration 17Q: 3 clusters Score -6269734 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 74100 members 
Entering Unmasked Estep 
Score: -6269986.500000 Penalty: 5582.683594
	Iteration 18Q: 3 clusters Score -6269986 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 74437 members 
Entering Unmasked Estep 
Score: -6270182.500000 Penalty: 5582.683594
	Iteration 19Q: 3 clusters Score -6270182 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 74684 members 
Entering Unmasked Estep 
Score: -6270325.000000 Penalty: 5582.683594
	Iteration 20F: 3 clusters Score -6270325 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 74866 members 
Entering Unmasked Estep 
Score: -6270416.500000 Penalty: 5582.683594
	Iteration 21Q: 3 clusters Score -6270416 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 75018 members 
Entering Unmasked Estep 
Score: -6270483.000000 Penalty: 5582.683594
	Iteration 22Q: 3 clusters Score -6270483 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 75121 members 
Entering Unmasked Estep 
Score: -6270533.500000 Penalty: 5582.683594
	Iteration 23Q: 3 clusters Score -6270534 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 75203 members 
Entering Unmasked Estep 
Score: -6270566.500000 Penalty: 5582.683594
	Iteration 24Q: 3 clusters Score -6270566 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 75280 members 
Entering Unmasked Estep 
Score: -6270581.000000 Penalty: 5582.683594
	Iteration 25Q: 3 clusters Score -6270581 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 75343 members 
Entering Unmasked Estep 
Score: -6270590.500000 Penalty: 5582.683594
	Iteration 26Q: 3 clusters Score -6270590 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 75389 members 
Entering Unmasked Estep 
Score: -6270601.500000 Penalty: 5582.683594
	Iteration 27Q: 3 clusters Score -6270602 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 75415 members 
Entering Unmasked Estep 
Score: -6270599.000000 Penalty: 5582.683594
	Iteration 28Q: 3 clusters Score -6270599 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 75434 members 
Entering Unmasked Estep 
Score: -6270599.500000 Penalty: 5582.683594
	Iteration 29Q: 3 clusters Score -6270600 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 75444 members 
Entering Unmasked Estep 
Score: -6270610.000000 Penalty: 5582.683594
	Iteration 30Q: 3 clusters Score -6270610 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 75454 members 
Entering Unmasked Estep 
Score: -6270609.500000 Penalty: 5582.683594
	Iteration 31Q: 3 clusters Score -6270610 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 75468 members 
Entering Unmasked Estep 
Score: -6270597.500000 Penalty: 5582.683594
	Iteration 32Q: 3 clusters Score -6270598 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 75483 members 
Entering Unmasked Estep 
Score: -6270612.000000 Penalty: 5582.683594
	Iteration 33Q: 3 clusters Score -6270612 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 75493 members 
Entering Unmasked Estep 
Score: -6270609.500000 Penalty: 5582.683594
	Iteration 34Q: 3 clusters Score -6270610 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 75501 members 
Entering Unmasked Estep 
Score: -6270610.500000 Penalty: 5582.683594
	Iteration 35Q: 3 clusters Score -6270610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 75510 members 
Entering Unmasked Estep 
Score: -6270615.500000 Penalty: 5582.683594
	Iteration 36Q: 3 clusters Score -6270616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 75515 members 
Entering Unmasked Estep 
Score: -6270626.000000 Penalty: 5582.683594
	Iteration 37Q: 3 clusters Score -6270626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 75518 members 
Entering Unmasked Estep 
Score: -6270625.500000 Penalty: 5582.683594
	Iteration 38Q: 3 clusters Score -6270626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 75522 members 
Entering Unmasked Estep 
Score: -6270621.500000 Penalty: 5582.683594
	Iteration 39Q: 3 clusters Score -6270622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 75523 members 
Entering Unmasked Estep 
Score: -6270621.000000 Penalty: 5582.683594
	Iteration 40F: 3 clusters Score -6270621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 75522 members 
Entering Unmasked Estep 
Score: -6270624.000000 Penalty: 5582.683594
	Iteration 41Q: 3 clusters Score -6270624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 75524 members 
Entering Unmasked Estep 
Score: -6270623.500000 Penalty: 5582.683594
	Iteration 42Q: 3 clusters Score -6270624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 75526 members 
Entering Unmasked Estep 
Score: -6270626.000000 Penalty: 5582.683594
	Iteration 43Q: 3 clusters Score -6270626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 75526 members 
Entering Unmasked Estep 
Score: -6270626.000000 Penalty: 5582.683594
	Iteration 44F: 3 clusters Score -6270626 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (5002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Entering Unmasked Estep 
Score: -359855.437500 Penalty: 2112.363281
	Iteration 0F: 2 clusters Score -359855.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -355329.750000 Penalty: 4224.726562
	Iteration 0F: 3 clusters Score -355329.8 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -356395.343750 Penalty: 4224.726562
	Iteration 1F: 3 clusters Score -356395.3 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -356571.125000 Penalty: 4224.726562
	Iteration 2F: 3 clusters Score -356571.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -356697.000000 Penalty: 4224.726562
	Iteration 3Q: 3 clusters Score -356697 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -356797.000000 Penalty: 4224.726562
	Iteration 4Q: 3 clusters Score -356797 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -356875.031250 Penalty: 4224.726562
	Iteration 5Q: 3 clusters Score -356875 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -356942.687500 Penalty: 4224.726562
	Iteration 6Q: 3 clusters Score -356942.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -356995.093750 Penalty: 4224.726562
	Iteration 7Q: 3 clusters Score -356995.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -357047.375000 Penalty: 4224.726562
	Iteration 8Q: 3 clusters Score -357047.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -357098.093750 Penalty: 4224.726562
	Iteration 9Q: 3 clusters Score -357098.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -357154.656250 Penalty: 4224.726562
	Iteration 10Q: 3 clusters Score -357154.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -357209.687500 Penalty: 4224.726562
	Iteration 11Q: 3 clusters Score -357209.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -357268.468750 Penalty: 4224.726562
	Iteration 12Q: 3 clusters Score -357268.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -357323.375000 Penalty: 4224.726562
	Iteration 13Q: 3 clusters Score -357323.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -357380.093750 Penalty: 4224.726562
	Iteration 14Q: 3 clusters Score -357380.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -357434.281250 Penalty: 4224.726562
	Iteration 15Q: 3 clusters Score -357434.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -357485.562500 Penalty: 4224.726562
	Iteration 16Q: 3 clusters Score -357485.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -357559.687500 Penalty: 4224.726562
	Iteration 17Q: 3 clusters Score -357559.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -357620.031250 Penalty: 4224.726562
	Iteration 18Q: 3 clusters Score -357620 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -357697.437500 Penalty: 4224.726562
	Iteration 19Q: 3 clusters Score -357697.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -357750.125000 Penalty: 4224.726562
	Iteration 20F: 3 clusters Score -357750.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -357795.343750 Penalty: 4224.726562
	Iteration 21Q: 3 clusters Score -357795.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -357826.562500 Penalty: 4224.726562
	Iteration 22Q: 3 clusters Score -357826.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -357855.125000 Penalty: 4224.726562
	Iteration 23Q: 3 clusters Score -357855.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -357875.281250 Penalty: 4224.726562
	Iteration 24Q: 3 clusters Score -357875.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -357893.250000 Penalty: 4224.726562
	Iteration 25Q: 3 clusters Score -357893.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -357905.968750 Penalty: 4224.726562
	Iteration 26Q: 3 clusters Score -357906 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -357920.312500 Penalty: 4224.726562
	Iteration 27Q: 3 clusters Score -357920.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -357932.968750 Penalty: 4224.726562
	Iteration 28Q: 3 clusters Score -357933 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -357945.656250 Penalty: 4224.726562
	Iteration 29Q: 3 clusters Score -357945.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -357958.312500 Penalty: 4224.726562
	Iteration 30Q: 3 clusters Score -357958.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -357966.062500 Penalty: 4224.726562
	Iteration 31Q: 3 clusters Score -357966.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -357973.843750 Penalty: 4224.726562
	Iteration 32Q: 3 clusters Score -357973.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -357980.968750 Penalty: 4224.726562
	Iteration 33Q: 3 clusters Score -357981 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -357986.812500 Penalty: 4224.726562
	Iteration 34Q: 3 clusters Score -357986.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -357993.656250 Penalty: 4224.726562
	Iteration 35Q: 3 clusters Score -357993.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -357999.687500 Penalty: 4224.726562
	Iteration 36Q: 3 clusters Score -357999.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -358005.875000 Penalty: 4224.726562
	Iteration 37Q: 3 clusters Score -358005.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -358008.031250 Penalty: 4224.726562
	Iteration 38Q: 3 clusters Score -358008 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -358010.531250 Penalty: 4224.726562
	Iteration 39Q: 3 clusters Score -358010.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -358013.437500 Penalty: 4224.726562
	Iteration 40F: 3 clusters Score -358013.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -358015.187500 Penalty: 4224.726562
	Iteration 41Q: 3 clusters Score -358015.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -358015.843750 Penalty: 4224.726562
	Iteration 42Q: 3 clusters Score -358015.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -358016.500000 Penalty: 4224.726562
	Iteration 43Q: 3 clusters Score -358016.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -358016.312500 Penalty: 4224.726562
	Iteration 44Q: 3 clusters Score -358016.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -358016.718750 Penalty: 4224.726562
	Iteration 45Q: 3 clusters Score -358016.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -358016.718750 Penalty: 4224.726562
	Iteration 46F: 3 clusters Score -358016.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (7814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Entering Unmasked Estep 
Score: -602585.687500 Penalty: 2222.990723
	Iteration 0F: 2 clusters Score -602585.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -596330.375000 Penalty: 4445.981445
	Iteration 0F: 3 clusters Score -596330.4 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -597991.312500 Penalty: 4445.981445
	Iteration 1F: 3 clusters Score -597991.3 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -598276.312500 Penalty: 4445.981445
	Iteration 2F: 3 clusters Score -598276.3 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -598492.187500 Penalty: 4445.981445
	Iteration 3F: 3 clusters Score -598492.2 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -598682.750000 Penalty: 4445.981445
	Iteration 4Q: 3 clusters Score -598682.8 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -598868.562500 Penalty: 4445.981445
	Iteration 5Q: 3 clusters Score -598868.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -599040.750000 Penalty: 4445.981445
	Iteration 6Q: 3 clusters Score -599040.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -599233.562500 Penalty: 4445.981445
	Iteration 7Q: 3 clusters Score -599233.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -599432.875000 Penalty: 4445.981445
	Iteration 8Q: 3 clusters Score -599432.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -599636.250000 Penalty: 4445.981445
	Iteration 9Q: 3 clusters Score -599636.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -599824.875000 Penalty: 4445.981445
	Iteration 10Q: 3 clusters Score -599824.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -599977.687500 Penalty: 4445.981445
	Iteration 11Q: 3 clusters Score -599977.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -600129.937500 Penalty: 4445.981445
	Iteration 12Q: 3 clusters Score -600129.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -600268.062500 Penalty: 4445.981445
	Iteration 13Q: 3 clusters Score -600268.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -600380.500000 Penalty: 4445.981445
	Iteration 14Q: 3 clusters Score -600380.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -600476.437500 Penalty: 4445.981445
	Iteration 15Q: 3 clusters Score -600476.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -600541.875000 Penalty: 4445.981445
	Iteration 16Q: 3 clusters Score -600541.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -600596.187500 Penalty: 4445.981445
	Iteration 17Q: 3 clusters Score -600596.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -600642.187500 Penalty: 4445.981445
	Iteration 18Q: 3 clusters Score -600642.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -600678.562500 Penalty: 4445.981445
	Iteration 19Q: 3 clusters Score -600678.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -600703.187500 Penalty: 4445.981445
	Iteration 20F: 3 clusters Score -600703.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -600723.312500 Penalty: 4445.981445
	Iteration 21Q: 3 clusters Score -600723.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -600737.625000 Penalty: 4445.981445
	Iteration 22Q: 3 clusters Score -600737.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -600753.875000 Penalty: 4445.981445
	Iteration 23Q: 3 clusters Score -600753.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -600775.562500 Penalty: 4445.981445
	Iteration 24Q: 3 clusters Score -600775.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -600794.875000 Penalty: 4445.981445
	Iteration 25Q: 3 clusters Score -600794.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -600822.062500 Penalty: 4445.981445
	Iteration 26Q: 3 clusters Score -600822.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -600854.437500 Penalty: 4445.981445
	Iteration 27Q: 3 clusters Score -600854.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -600921.125000 Penalty: 4445.981445
	Iteration 28Q: 3 clusters Score -600921.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -601018.312500 Penalty: 4445.981445
	Iteration 29Q: 3 clusters Score -601018.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -601112.812500 Penalty: 4445.981445
	Iteration 30Q: 3 clusters Score -601112.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -601160.187500 Penalty: 4445.981445
	Iteration 31Q: 3 clusters Score -601160.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -601201.812500 Penalty: 4445.981445
	Iteration 32Q: 3 clusters Score -601201.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -601229.437500 Penalty: 4445.981445
	Iteration 33Q: 3 clusters Score -601229.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -601253.250000 Penalty: 4445.981445
	Iteration 34Q: 3 clusters Score -601253.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -601280.625000 Penalty: 4445.981445
	Iteration 35Q: 3 clusters Score -601280.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -601315.000000 Penalty: 4445.981445
	Iteration 36Q: 3 clusters Score -601315 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -601337.500000 Penalty: 4445.981445
	Iteration 37Q: 3 clusters Score -601337.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -601349.625000 Penalty: 4445.981445
	Iteration 38Q: 3 clusters Score -601349.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -601360.375000 Penalty: 4445.981445
	Iteration 39Q: 3 clusters Score -601360.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -601369.250000 Penalty: 4445.981445
	Iteration 40F: 3 clusters Score -601369.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -601372.937500 Penalty: 4445.981445
	Iteration 41Q: 3 clusters Score -601372.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -601375.937500 Penalty: 4445.981445
	Iteration 42Q: 3 clusters Score -601375.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -601376.625000 Penalty: 4445.981445
	Iteration 43Q: 3 clusters Score -601376.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -601379.125000 Penalty: 4445.981445
	Iteration 44Q: 3 clusters Score -601379.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -601379.750000 Penalty: 4445.981445
	Iteration 45Q: 3 clusters Score -601379.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -601379.187500 Penalty: 4445.981445
	Iteration 46Q: 3 clusters Score -601379.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -601379.375000 Penalty: 4445.981445
	Iteration 47Q: 3 clusters Score -601379.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -601379.375000 Penalty: 4445.981445
	Iteration 48F: 3 clusters Score -601379.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (4033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Entering Unmasked Estep 
Score: -293509.343750 Penalty: 2058.961914
	Iteration 0F: 2 clusters Score -293509.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -289652.875000 Penalty: 4117.923828
	Iteration 0F: 3 clusters Score -289652.9 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -290517.406250 Penalty: 4117.923828
	Iteration 1F: 3 clusters Score -290517.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -290725.937500 Penalty: 4117.923828
	Iteration 2F: 3 clusters Score -290725.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -290862.281250 Penalty: 4117.923828
	Iteration 3Q: 3 clusters Score -290862.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -290976.500000 Penalty: 4117.923828
	Iteration 4Q: 3 clusters Score -290976.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -291061.437500 Penalty: 4117.923828
	Iteration 5Q: 3 clusters Score -291061.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -291123.031250 Penalty: 4117.923828
	Iteration 6Q: 3 clusters Score -291123 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -291175.312500 Penalty: 4117.923828
	Iteration 7Q: 3 clusters Score -291175.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -291216.000000 Penalty: 4117.923828
	Iteration 8Q: 3 clusters Score -291216 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -291244.375000 Penalty: 4117.923828
	Iteration 9Q: 3 clusters Score -291244.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -291268.750000 Penalty: 4117.923828
	Iteration 10Q: 3 clusters Score -291268.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -291296.718750 Penalty: 4117.923828
	Iteration 11Q: 3 clusters Score -291296.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -291318.500000 Penalty: 4117.923828
	Iteration 12Q: 3 clusters Score -291318.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -291346.062500 Penalty: 4117.923828
	Iteration 13Q: 3 clusters Score -291346.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -291372.843750 Penalty: 4117.923828
	Iteration 14Q: 3 clusters Score -291372.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -291403.281250 Penalty: 4117.923828
	Iteration 15Q: 3 clusters Score -291403.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -291435.593750 Penalty: 4117.923828
	Iteration 16Q: 3 clusters Score -291435.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -291469.625000 Penalty: 4117.923828
	Iteration 17Q: 3 clusters Score -291469.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -291509.500000 Penalty: 4117.923828
	Iteration 18Q: 3 clusters Score -291509.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -291557.281250 Penalty: 4117.923828
	Iteration 19Q: 3 clusters Score -291557.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -291604.968750 Penalty: 4117.923828
	Iteration 20F: 3 clusters Score -291605 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -291641.687500 Penalty: 4117.923828
	Iteration 21Q: 3 clusters Score -291641.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -291690.687500 Penalty: 4117.923828
	Iteration 22Q: 3 clusters Score -291690.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -291740.750000 Penalty: 4117.923828
	Iteration 23Q: 3 clusters Score -291740.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -291802.187500 Penalty: 4117.923828
	Iteration 24Q: 3 clusters Score -291802.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -291867.718750 Penalty: 4117.923828
	Iteration 25Q: 3 clusters Score -291867.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -291912.687500 Penalty: 4117.923828
	Iteration 26Q: 3 clusters Score -291912.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -291939.781250 Penalty: 4117.923828
	Iteration 27Q: 3 clusters Score -291939.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -291972.375000 Penalty: 4117.923828
	Iteration 28Q: 3 clusters Score -291972.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -292007.812500 Penalty: 4117.923828
	Iteration 29Q: 3 clusters Score -292007.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -292032.375000 Penalty: 4117.923828
	Iteration 30Q: 3 clusters Score -292032.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -292049.093750 Penalty: 4117.923828
	Iteration 31Q: 3 clusters Score -292049.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -292066.281250 Penalty: 4117.923828
	Iteration 32Q: 3 clusters Score -292066.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -292078.906250 Penalty: 4117.923828
	Iteration 33Q: 3 clusters Score -292078.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -292093.656250 Penalty: 4117.923828
	Iteration 34Q: 3 clusters Score -292093.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -292102.906250 Penalty: 4117.923828
	Iteration 35Q: 3 clusters Score -292102.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -292116.562500 Penalty: 4117.923828
	Iteration 36Q: 3 clusters Score -292116.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -292125.281250 Penalty: 4117.923828
	Iteration 37Q: 3 clusters Score -292125.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -292132.250000 Penalty: 4117.923828
	Iteration 38Q: 3 clusters Score -292132.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -292138.718750 Penalty: 4117.923828
	Iteration 39Q: 3 clusters Score -292138.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -292143.375000 Penalty: 4117.923828
	Iteration 40F: 3 clusters Score -292143.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -292148.062500 Penalty: 4117.923828
	Iteration 41Q: 3 clusters Score -292148.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -292150.125000 Penalty: 4117.923828
	Iteration 42Q: 3 clusters Score -292150.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -292150.906250 Penalty: 4117.923828
	Iteration 43Q: 3 clusters Score -292150.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -292152.750000 Penalty: 4117.923828
	Iteration 44Q: 3 clusters Score -292152.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -292152.906250 Penalty: 4117.923828
	Iteration 45Q: 3 clusters Score -292152.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -292153.812500 Penalty: 4117.923828
	Iteration 46Q: 3 clusters Score -292153.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -292154.468750 Penalty: 4117.923828
	Iteration 47Q: 3 clusters Score -292154.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -292154.250000 Penalty: 4117.923828
	Iteration 48Q: 3 clusters Score -292154.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -292154.406250 Penalty: 4117.923828
	Iteration 49Q: 3 clusters Score -292154.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -292155.625000 Penalty: 4117.923828
	Iteration 50Q: 3 clusters Score -292155.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -292155.437500 Penalty: 4117.923828
	Iteration 51Q: 3 clusters Score -292155.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -292155.437500 Penalty: 4117.923828
	Iteration 52F: 3 clusters Score -292155.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (532506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532506 members 
Entering Unmasked Estep 
Score: -41908188.000000 Penalty: 3269.966553
	Iteration 0F: 2 clusters Score -4.190819e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266890 members 
Mstep: Class 2 contains 265616 members 
Entering Unmasked Estep 
Score: -41548156.000000 Penalty: 6539.933105
	Iteration 0F: 3 clusters Score -4.154816e+07 nChanged 260367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287005 members 
Mstep: Class 2 contains 245501 members 
Entering Unmasked Estep 
Score: -41705892.000000 Penalty: 6539.933105
	Iteration 1F: 3 clusters Score -4.170589e+07 nChanged 16091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300300 members 
Mstep: Class 2 contains 232206 members 
Entering Unmasked Estep 
Score: -41710432.000000 Penalty: 6539.933105
	Iteration 2Q: 3 clusters Score -4.171043e+07 nChanged 22593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321307 members 
Mstep: Class 2 contains 211199 members 
Entering Unmasked Estep 
Score: -41719864.000000 Penalty: 6539.933105
	Iteration 3Q: 3 clusters Score -4.171986e+07 nChanged 32737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353108 members 
Mstep: Class 2 contains 179398 members 
Entering Unmasked Estep 
Score: -41739180.000000 Penalty: 6539.933105
	Iteration 4F: 3 clusters Score -4.173918e+07 nChanged 44703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397189 members 
Mstep: Class 2 contains 135317 members 
Entering Unmasked Estep 
Score: -41774836.000000 Penalty: 6539.933105
	Iteration 5F: 3 clusters Score -4.177484e+07 nChanged 50805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447686 members 
Mstep: Class 2 contains 84820 members 
Entering Unmasked Estep 
Score: -41824504.000000 Penalty: 6539.933105
	Iteration 6F: 3 clusters Score -4.18245e+07 nChanged 42752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490288 members 
Mstep: Class 2 contains 42218 members 
Entering Unmasked Estep 
Score: -41866904.000000 Penalty: 6539.933105
	Iteration 7F: 3 clusters Score -4.18669e+07 nChanged 24748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514978 members 
Mstep: Class 2 contains 17528 members 
Entering Unmasked Estep 
Score: -41891152.000000 Penalty: 6539.933105
	Iteration 8Q: 3 clusters Score -4.189115e+07 nChanged 10671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525635 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -41900156.000000 Penalty: 6539.933105
	Iteration 9Q: 3 clusters Score -4.190016e+07 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529502 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -41903252.000000 Penalty: 6539.933105
	Iteration 10Q: 3 clusters Score -4.190325e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530887 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -41904300.000000 Penalty: 6539.933105
	Iteration 11Q: 3 clusters Score -4.19043e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531382 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -41904892.000000 Penalty: 6539.933105
	Iteration 12Q: 3 clusters Score -4.190489e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531566 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -41905160.000000 Penalty: 6539.933105
	Iteration 13Q: 3 clusters Score -4.190516e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531659 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -41905260.000000 Penalty: 6539.933105
	Iteration 14Q: 3 clusters Score -4.190526e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531691 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -41905384.000000 Penalty: 6539.933105
	Iteration 15Q: 3 clusters Score -4.190538e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531695 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -41905448.000000 Penalty: 6539.933105
	Iteration 16Q: 3 clusters Score -4.190545e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531699 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -41905452.000000 Penalty: 6539.933105
	Iteration 17Q: 3 clusters Score -4.190545e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531695 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -41905496.000000 Penalty: 6539.933105
	Iteration 18Q: 3 clusters Score -4.19055e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531702 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -41905504.000000 Penalty: 6539.933105
	Iteration 19Q: 3 clusters Score -4.19055e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531701 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -41905528.000000 Penalty: 6539.933105
	Iteration 20F: 3 clusters Score -4.190553e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531689 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -41905560.000000 Penalty: 6539.933105
	Iteration 21Q: 3 clusters Score -4.190556e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531679 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -41905556.000000 Penalty: 6539.933105
	Iteration 22Q: 3 clusters Score -4.190556e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531656 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -41905576.000000 Penalty: 6539.933105
	Iteration 23Q: 3 clusters Score -4.190558e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531631 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -41905624.000000 Penalty: 6539.933105
	Iteration 24Q: 3 clusters Score -4.190562e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531607 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -41905664.000000 Penalty: 6539.933105
	Iteration 25Q: 3 clusters Score -4.190566e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531586 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -41905732.000000 Penalty: 6539.933105
	Iteration 26Q: 3 clusters Score -4.190573e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531552 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -41905756.000000 Penalty: 6539.933105
	Iteration 27Q: 3 clusters Score -4.190576e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531523 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -41905824.000000 Penalty: 6539.933105
	Iteration 28Q: 3 clusters Score -4.190582e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531492 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -41905848.000000 Penalty: 6539.933105
	Iteration 29Q: 3 clusters Score -4.190585e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531458 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -41905848.000000 Penalty: 6539.933105
	Iteration 30Q: 3 clusters Score -4.190585e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531422 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -41905896.000000 Penalty: 6539.933105
	Iteration 31Q: 3 clusters Score -4.19059e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531379 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -41905964.000000 Penalty: 6539.933105
	Iteration 32Q: 3 clusters Score -4.190596e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531341 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -41905992.000000 Penalty: 6539.933105
	Iteration 33Q: 3 clusters Score -4.190599e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531301 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -41906084.000000 Penalty: 6539.933105
	Iteration 34Q: 3 clusters Score -4.190608e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531269 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -41906112.000000 Penalty: 6539.933105
	Iteration 35Q: 3 clusters Score -4.190611e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531232 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -41906148.000000 Penalty: 6539.933105
	Iteration 36Q: 3 clusters Score -4.190615e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531172 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -41906212.000000 Penalty: 6539.933105
	Iteration 37Q: 3 clusters Score -4.190621e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531102 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -41906224.000000 Penalty: 6539.933105
	Iteration 38Q: 3 clusters Score -4.190622e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531020 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -41906368.000000 Penalty: 6539.933105
	Iteration 39Q: 3 clusters Score -4.190637e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530941 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -41906452.000000 Penalty: 6539.933105
	Iteration 40F: 3 clusters Score -4.190645e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530850 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -41906476.000000 Penalty: 6539.933105
	Iteration 41Q: 3 clusters Score -4.190648e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530773 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -41906576.000000 Penalty: 6539.933105
	Iteration 42Q: 3 clusters Score -4.190658e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530687 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -41906576.000000 Penalty: 6539.933105
	Iteration 43Q: 3 clusters Score -4.190658e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530583 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -41906640.000000 Penalty: 6539.933105
	Iteration 44Q: 3 clusters Score -4.190664e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530458 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -41906780.000000 Penalty: 6539.933105
	Iteration 45Q: 3 clusters Score -4.190678e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530341 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -41906864.000000 Penalty: 6539.933105
	Iteration 46Q: 3 clusters Score -4.190686e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530243 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -41906884.000000 Penalty: 6539.933105
	Iteration 47Q: 3 clusters Score -4.190688e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530145 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -41906920.000000 Penalty: 6539.933105
	Iteration 48Q: 3 clusters Score -4.190692e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530024 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -41907000.000000 Penalty: 6539.933105
	Iteration 49Q: 3 clusters Score -4.1907e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529898 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -41907068.000000 Penalty: 6539.933105
	Iteration 50Q: 3 clusters Score -4.190707e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529754 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -41907044.000000 Penalty: 6539.933105
	Iteration 51Q: 3 clusters Score -4.190704e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529623 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -41907076.000000 Penalty: 6539.933105
	Iteration 52Q: 3 clusters Score -4.190708e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529503 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -41907084.000000 Penalty: 6539.933105
	Iteration 53Q: 3 clusters Score -4.190708e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529376 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -41907196.000000 Penalty: 6539.933105
	Iteration 54Q: 3 clusters Score -4.19072e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529265 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -41907228.000000 Penalty: 6539.933105
	Iteration 55Q: 3 clusters Score -4.190723e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529165 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -41907288.000000 Penalty: 6539.933105
	Iteration 56Q: 3 clusters Score -4.190729e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529080 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -41907364.000000 Penalty: 6539.933105
	Iteration 57Q: 3 clusters Score -4.190736e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528997 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -41907392.000000 Penalty: 6539.933105
	Iteration 58Q: 3 clusters Score -4.190739e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528928 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -41907404.000000 Penalty: 6539.933105
	Iteration 59Q: 3 clusters Score -4.19074e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528873 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -41907500.000000 Penalty: 6539.933105
	Iteration 60F: 3 clusters Score -4.19075e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528718 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -41907536.000000 Penalty: 6539.933105
	Iteration 61Q: 3 clusters Score -4.190754e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528581 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -41907560.000000 Penalty: 6539.933105
	Iteration 62Q: 3 clusters Score -4.190756e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528454 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -41907616.000000 Penalty: 6539.933105
	Iteration 63Q: 3 clusters Score -4.190762e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528336 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -41907608.000000 Penalty: 6539.933105
	Iteration 64Q: 3 clusters Score -4.190761e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528222 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -41907624.000000 Penalty: 6539.933105
	Iteration 65Q: 3 clusters Score -4.190762e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528117 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -41907616.000000 Penalty: 6539.933105
	Iteration 66Q: 3 clusters Score -4.190762e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528024 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -41907608.000000 Penalty: 6539.933105
	Iteration 67Q: 3 clusters Score -4.190761e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527929 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -41907616.000000 Penalty: 6539.933105
	Iteration 68Q: 3 clusters Score -4.190762e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527828 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -41907624.000000 Penalty: 6539.933105
	Iteration 69Q: 3 clusters Score -4.190762e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527752 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -41907664.000000 Penalty: 6539.933105
	Iteration 70Q: 3 clusters Score -4.190766e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527688 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -41907664.000000 Penalty: 6539.933105
	Iteration 71Q: 3 clusters Score -4.190766e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527634 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -41907676.000000 Penalty: 6539.933105
	Iteration 72Q: 3 clusters Score -4.190768e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527579 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -41907720.000000 Penalty: 6539.933105
	Iteration 73Q: 3 clusters Score -4.190772e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527527 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -41907704.000000 Penalty: 6539.933105
	Iteration 74Q: 3 clusters Score -4.19077e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527501 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -41907768.000000 Penalty: 6539.933105
	Iteration 75Q: 3 clusters Score -4.190777e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527473 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -41907796.000000 Penalty: 6539.933105
	Iteration 76Q: 3 clusters Score -4.19078e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527448 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -41907760.000000 Penalty: 6539.933105
	Iteration 77Q: 3 clusters Score -4.190776e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527429 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -41907772.000000 Penalty: 6539.933105
	Iteration 78Q: 3 clusters Score -4.190777e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527403 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -41907780.000000 Penalty: 6539.933105
	Iteration 79Q: 3 clusters Score -4.190778e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527379 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -41907780.000000 Penalty: 6539.933105
	Iteration 80F: 3 clusters Score -4.190778e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527348 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -41907812.000000 Penalty: 6539.933105
	Iteration 81Q: 3 clusters Score -4.190781e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527328 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -41907804.000000 Penalty: 6539.933105
	Iteration 82Q: 3 clusters Score -4.19078e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527306 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -41907820.000000 Penalty: 6539.933105
	Iteration 83Q: 3 clusters Score -4.190782e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527285 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -41907788.000000 Penalty: 6539.933105
	Iteration 84Q: 3 clusters Score -4.190779e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527264 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -41907820.000000 Penalty: 6539.933105
	Iteration 85Q: 3 clusters Score -4.190782e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527248 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -41907828.000000 Penalty: 6539.933105
	Iteration 86Q: 3 clusters Score -4.190783e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527227 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -41907836.000000 Penalty: 6539.933105
	Iteration 87Q: 3 clusters Score -4.190784e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527217 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -41907892.000000 Penalty: 6539.933105
	Iteration 88Q: 3 clusters Score -4.190789e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527206 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -41907820.000000 Penalty: 6539.933105
	Iteration 89Q: 3 clusters Score -4.190782e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527196 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -41907816.000000 Penalty: 6539.933105
	Iteration 90Q: 3 clusters Score -4.190782e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527192 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -41907828.000000 Penalty: 6539.933105
	Iteration 91Q: 3 clusters Score -4.190783e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527178 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -41907820.000000 Penalty: 6539.933105
	Iteration 92Q: 3 clusters Score -4.190782e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527166 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -41907860.000000 Penalty: 6539.933105
	Iteration 93Q: 3 clusters Score -4.190786e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527158 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -41907880.000000 Penalty: 6539.933105
	Iteration 94Q: 3 clusters Score -4.190788e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527150 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -41907856.000000 Penalty: 6539.933105
	Iteration 95Q: 3 clusters Score -4.190786e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527139 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -41907872.000000 Penalty: 6539.933105
	Iteration 96Q: 3 clusters Score -4.190787e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527128 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -41907876.000000 Penalty: 6539.933105
	Iteration 97Q: 3 clusters Score -4.190788e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527120 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -41907872.000000 Penalty: 6539.933105
	Iteration 98Q: 3 clusters Score -4.190787e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527112 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -41907904.000000 Penalty: 6539.933105
	Iteration 99Q: 3 clusters Score -4.19079e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527098 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -41907896.000000 Penalty: 6539.933105
	Iteration 100F: 3 clusters Score -4.19079e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527090 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -41907860.000000 Penalty: 6539.933105
	Iteration 101Q: 3 clusters Score -4.190786e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527087 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -41907868.000000 Penalty: 6539.933105
	Iteration 102Q: 3 clusters Score -4.190787e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527082 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -41907864.000000 Penalty: 6539.933105
	Iteration 103Q: 3 clusters Score -4.190786e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527077 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -41907852.000000 Penalty: 6539.933105
	Iteration 104Q: 3 clusters Score -4.190785e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527073 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -41907868.000000 Penalty: 6539.933105
	Iteration 105Q: 3 clusters Score -4.190787e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527066 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -41907856.000000 Penalty: 6539.933105
	Iteration 106Q: 3 clusters Score -4.190786e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527062 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -41907868.000000 Penalty: 6539.933105
	Iteration 107Q: 3 clusters Score -4.190787e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527059 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -41907884.000000 Penalty: 6539.933105
	Iteration 108Q: 3 clusters Score -4.190788e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527055 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -41907904.000000 Penalty: 6539.933105
	Iteration 109Q: 3 clusters Score -4.19079e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527049 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -41907908.000000 Penalty: 6539.933105
	Iteration 110Q: 3 clusters Score -4.190791e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527047 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -41907900.000000 Penalty: 6539.933105
	Iteration 111Q: 3 clusters Score -4.19079e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527045 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -41907884.000000 Penalty: 6539.933105
	Iteration 112Q: 3 clusters Score -4.190788e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527041 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -41907896.000000 Penalty: 6539.933105
	Iteration 113Q: 3 clusters Score -4.19079e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527036 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -41907900.000000 Penalty: 6539.933105
	Iteration 114Q: 3 clusters Score -4.19079e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527023 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -41907908.000000 Penalty: 6539.933105
	Iteration 115Q: 3 clusters Score -4.190791e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527003 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -41907900.000000 Penalty: 6539.933105
	Iteration 116Q: 3 clusters Score -4.19079e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526994 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -41907892.000000 Penalty: 6539.933105
	Iteration 117Q: 3 clusters Score -4.190789e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526988 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -41907880.000000 Penalty: 6539.933105
	Iteration 118Q: 3 clusters Score -4.190788e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526977 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -41907912.000000 Penalty: 6539.933105
	Iteration 119Q: 3 clusters Score -4.190791e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526965 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -41907912.000000 Penalty: 6539.933105
	Iteration 120F: 3 clusters Score -4.190791e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526957 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -41907896.000000 Penalty: 6539.933105
	Iteration 121Q: 3 clusters Score -4.19079e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526950 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -41907900.000000 Penalty: 6539.933105
	Iteration 122Q: 3 clusters Score -4.19079e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526943 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -41907892.000000 Penalty: 6539.933105
	Iteration 123Q: 3 clusters Score -4.190789e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526934 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -41907904.000000 Penalty: 6539.933105
	Iteration 124Q: 3 clusters Score -4.19079e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526929 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -41907920.000000 Penalty: 6539.933105
	Iteration 125Q: 3 clusters Score -4.190792e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526926 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -41907920.000000 Penalty: 6539.933105
	Iteration 126Q: 3 clusters Score -4.190792e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526923 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -41907908.000000 Penalty: 6539.933105
	Iteration 127Q: 3 clusters Score -4.190791e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526918 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -41907928.000000 Penalty: 6539.933105
	Iteration 128Q: 3 clusters Score -4.190793e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526913 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -41907908.000000 Penalty: 6539.933105
	Iteration 129Q: 3 clusters Score -4.190791e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526910 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -41907892.000000 Penalty: 6539.933105
	Iteration 130Q: 3 clusters Score -4.190789e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526904 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -41907872.000000 Penalty: 6539.933105
	Iteration 131Q: 3 clusters Score -4.190787e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526895 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -41907868.000000 Penalty: 6539.933105
	Iteration 132Q: 3 clusters Score -4.190787e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526886 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -41907896.000000 Penalty: 6539.933105
	Iteration 133Q: 3 clusters Score -4.19079e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526877 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -41907880.000000 Penalty: 6539.933105
	Iteration 134Q: 3 clusters Score -4.190788e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526861 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -41907876.000000 Penalty: 6539.933105
	Iteration 135Q: 3 clusters Score -4.190788e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526848 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -41907880.000000 Penalty: 6539.933105
	Iteration 136Q: 3 clusters Score -4.190788e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526838 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -41907868.000000 Penalty: 6539.933105
	Iteration 137Q: 3 clusters Score -4.190787e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526832 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -41907864.000000 Penalty: 6539.933105
	Iteration 138Q: 3 clusters Score -4.190786e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526828 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -41907840.000000 Penalty: 6539.933105
	Iteration 139Q: 3 clusters Score -4.190784e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526819 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -41907860.000000 Penalty: 6539.933105
	Iteration 140F: 3 clusters Score -4.190786e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526810 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -41907852.000000 Penalty: 6539.933105
	Iteration 141Q: 3 clusters Score -4.190785e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526805 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -41907852.000000 Penalty: 6539.933105
	Iteration 142Q: 3 clusters Score -4.190785e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526798 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -41907844.000000 Penalty: 6539.933105
	Iteration 143Q: 3 clusters Score -4.190784e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526790 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -41907836.000000 Penalty: 6539.933105
	Iteration 144Q: 3 clusters Score -4.190784e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526786 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -41907800.000000 Penalty: 6539.933105
	Iteration 145Q: 3 clusters Score -4.19078e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526785 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -41907804.000000 Penalty: 6539.933105
	Iteration 146Q: 3 clusters Score -4.19078e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526784 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -41907808.000000 Penalty: 6539.933105
	Iteration 147Q: 3 clusters Score -4.190781e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526784 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -41907808.000000 Penalty: 6539.933105
	Iteration 148F: 3 clusters Score -4.190781e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (25539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25539 members 
Entering Unmasked Estep 
Score: -2097211.500000 Penalty: 2516.694580
	Iteration 0F: 2 clusters Score -2097212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -2079602.875000 Penalty: 5033.389160
	Iteration 0F: 3 clusters Score -2079603 nChanged 11422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -2085739.125000 Penalty: 5033.389160
	Iteration 1F: 3 clusters Score -2085739 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -2086151.375000 Penalty: 5033.389160
	Iteration 2Q: 3 clusters Score -2086151 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -2086530.250000 Penalty: 5033.389160
	Iteration 3Q: 3 clusters Score -2086530 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -2086907.750000 Penalty: 5033.389160
	Iteration 4Q: 3 clusters Score -2086908 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -2087300.000000 Penalty: 5033.389160
	Iteration 5Q: 3 clusters Score -2087300 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15812 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -2087733.000000 Penalty: 5033.389160
	Iteration 6Q: 3 clusters Score -2087733 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16728 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -2088320.250000 Penalty: 5033.389160
	Iteration 7Q: 3 clusters Score -2088320 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -2089110.750000 Penalty: 5033.389160
	Iteration 8Q: 3 clusters Score -2089111 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19148 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -2090083.500000 Penalty: 5033.389160
	Iteration 9F: 3 clusters Score -2090084 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20548 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -2091263.625000 Penalty: 5033.389160
	Iteration 10F: 3 clusters Score -2091264 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21791 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -2092329.625000 Penalty: 5033.389160
	Iteration 11Q: 3 clusters Score -2092330 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22826 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -2093217.125000 Penalty: 5033.389160
	Iteration 12Q: 3 clusters Score -2093217 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23538 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -2093798.750000 Penalty: 5033.389160
	Iteration 13Q: 3 clusters Score -2093799 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24034 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -2094173.500000 Penalty: 5033.389160
	Iteration 14Q: 3 clusters Score -2094174 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24372 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -2094438.250000 Penalty: 5033.389160
	Iteration 15Q: 3 clusters Score -2094438 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24601 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -2094620.125000 Penalty: 5033.389160
	Iteration 16Q: 3 clusters Score -2094620 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24769 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -2094768.250000 Penalty: 5033.389160
	Iteration 17Q: 3 clusters Score -2094768 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24873 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -2094857.750000 Penalty: 5033.389160
	Iteration 18Q: 3 clusters Score -2094858 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24934 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -2094905.000000 Penalty: 5033.389160
	Iteration 19Q: 3 clusters Score -2094905 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24967 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -2094932.000000 Penalty: 5033.389160
	Iteration 20F: 3 clusters Score -2094932 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24990 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -2094954.000000 Penalty: 5033.389160
	Iteration 21Q: 3 clusters Score -2094954 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25006 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -2094960.250000 Penalty: 5033.389160
	Iteration 22Q: 3 clusters Score -2094960 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25021 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -2094977.375000 Penalty: 5033.389160
	Iteration 23Q: 3 clusters Score -2094977 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25037 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -2094996.625000 Penalty: 5033.389160
	Iteration 24Q: 3 clusters Score -2094997 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25053 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -2095007.500000 Penalty: 5033.389160
	Iteration 25Q: 3 clusters Score -2095008 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25065 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -2095019.750000 Penalty: 5033.389160
	Iteration 26Q: 3 clusters Score -2095020 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25074 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -2095022.750000 Penalty: 5033.389160
	Iteration 27Q: 3 clusters Score -2095023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25077 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -2095025.875000 Penalty: 5033.389160
	Iteration 28Q: 3 clusters Score -2095026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25080 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -2095028.625000 Penalty: 5033.389160
	Iteration 29Q: 3 clusters Score -2095029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25084 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2095030.625000 Penalty: 5033.389160
	Iteration 30Q: 3 clusters Score -2095031 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25084 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2095030.625000 Penalty: 5033.389160
	Iteration 31F: 3 clusters Score -2095031 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120611 members 
Mstep: Class 2 contains 47265 members 
Mstep: Class 3 contains 1252 members 
Mstep: Class 4 contains 152067 members 
Mstep: Class 5 contains 8903 members 
Mstep: Class 6 contains 9631 members 
Mstep: Class 7 contains 32585 members 
Mstep: Class 8 contains 3233 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3395 members 
Mstep: Class 11 contains 8133 members 
Mstep: Class 12 contains 13672 members 
Mstep: Class 13 contains 61554 members 
Mstep: Class 14 contains 2408 members 
Mstep: Class 15 contains 23360 members 
Mstep: Class 16 contains 4322 members 
Mstep: Class 17 contains 16372 members 
Mstep: Class 18 contains 75907 members 
Mstep: Class 19 contains 8718 members 
Mstep: Class 20 contains 21437 members 
Mstep: Class 21 contains 23660 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2262 members 
Mstep: Class 24 contains 61931 members 
Mstep: Class 25 contains 15511 members 
Mstep: Class 26 contains 4779 members 
Mstep: Class 27 contains 61586 members 
Mstep: Class 28 contains 5589 members 
Mstep: Class 29 contains 6263 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 77297 members 
Mstep: Class 32 contains 5002 members 
Mstep: Class 33 contains 7814 members 
Mstep: Class 34 contains 4033 members 
Mstep: Class 35 contains 532506 members 
Mstep: Class 36 contains 25539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988832.000000 Penalty: 126742.460938
Iteration 279Q: 37 clusters Score -1.119888e+08 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120634 members 
Mstep: Class 2 contains 47268 members 
Mstep: Class 3 contains 1252 members 
Mstep: Class 4 contains 152067 members 
Mstep: Class 5 contains 8902 members 
Mstep: Class 6 contains 9630 members 
Mstep: Class 7 contains 32590 members 
Mstep: Class 8 contains 3234 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3396 members 
Mstep: Class 11 contains 8132 members 
Mstep: Class 12 contains 13676 members 
Mstep: Class 13 contains 61540 members 
Mstep: Class 14 contains 2408 members 
Mstep: Class 15 contains 23360 members 
Mstep: Class 16 contains 4322 members 
Mstep: Class 17 contains 16374 members 
Mstep: Class 18 contains 75908 members 
Mstep: Class 19 contains 8718 members 
Mstep: Class 20 contains 21440 members 
Mstep: Class 21 contains 23663 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2256 members 
Mstep: Class 24 contains 61862 members 
Mstep: Class 25 contains 15510 members 
Mstep: Class 26 contains 4778 members 
Mstep: Class 27 contains 61589 members 
Mstep: Class 28 contains 5589 members 
Mstep: Class 29 contains 6263 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 77300 members 
Mstep: Class 32 contains 5008 members 
Mstep: Class 33 contains 7815 members 
Mstep: Class 34 contains 4033 members 
Mstep: Class 35 contains 532439 members 
Mstep: Class 36 contains 25641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988856.000000 Penalty: 126742.460938
Iteration 280F: 37 clusters Score -1.119889e+08 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120650 members 
Mstep: Class 2 contains 47273 members 
Mstep: Class 3 contains 1252 members 
Mstep: Class 4 contains 152068 members 
Mstep: Class 5 contains 8901 members 
Mstep: Class 6 contains 9629 members 
Mstep: Class 7 contains 32598 members 
Mstep: Class 8 contains 3234 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3397 members 
Mstep: Class 11 contains 8132 members 
Mstep: Class 12 contains 13678 members 
Mstep: Class 13 contains 61533 members 
Mstep: Class 14 contains 2409 members 
Mstep: Class 15 contains 23361 members 
Mstep: Class 16 contains 4323 members 
Mstep: Class 17 contains 16375 members 
Mstep: Class 18 contains 75909 members 
Mstep: Class 19 contains 8718 members 
Mstep: Class 20 contains 21443 members 
Mstep: Class 21 contains 23661 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2252 members 
Mstep: Class 24 contains 61805 members 
Mstep: Class 25 contains 15509 members 
Mstep: Class 26 contains 4780 members 
Mstep: Class 27 contains 61593 members 
Mstep: Class 28 contains 5588 members 
Mstep: Class 29 contains 6263 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 77302 members 
Mstep: Class 32 contains 5012 members 
Mstep: Class 33 contains 7816 members 
Mstep: Class 34 contains 4034 members 
Mstep: Class 35 contains 532374 members 
Mstep: Class 36 contains 25725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988888.000000 Penalty: 126742.460938
Iteration 281Q: 37 clusters Score -1.119889e+08 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120666 members 
Mstep: Class 2 contains 47273 members 
Mstep: Class 3 contains 1252 members 
Mstep: Class 4 contains 152067 members 
Mstep: Class 5 contains 8902 members 
Mstep: Class 6 contains 9627 members 
Mstep: Class 7 contains 32597 members 
Mstep: Class 8 contains 3233 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3398 members 
Mstep: Class 11 contains 8132 members 
Mstep: Class 12 contains 13688 members 
Mstep: Class 13 contains 61519 members 
Mstep: Class 14 contains 2408 members 
Mstep: Class 15 contains 23361 members 
Mstep: Class 16 contains 4322 members 
Mstep: Class 17 contains 16375 members 
Mstep: Class 18 contains 75908 members 
Mstep: Class 19 contains 8719 members 
Mstep: Class 20 contains 21449 members 
Mstep: Class 21 contains 23663 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2248 members 
Mstep: Class 24 contains 61758 members 
Mstep: Class 25 contains 15508 members 
Mstep: Class 26 contains 4784 members 
Mstep: Class 27 contains 61593 members 
Mstep: Class 28 contains 5586 members 
Mstep: Class 29 contains 6263 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 77302 members 
Mstep: Class 32 contains 5014 members 
Mstep: Class 33 contains 7818 members 
Mstep: Class 34 contains 4036 members 
Mstep: Class 35 contains 532349 members 
Mstep: Class 36 contains 25779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988784.000000 Penalty: 126742.460938
Iteration 282Q: 37 clusters Score -1.119888e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120673 members 
Mstep: Class 2 contains 47274 members 
Mstep: Class 3 contains 1252 members 
Mstep: Class 4 contains 152067 members 
Mstep: Class 5 contains 8902 members 
Mstep: Class 6 contains 9623 members 
Mstep: Class 7 contains 32595 members 
Mstep: Class 8 contains 3232 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3398 members 
Mstep: Class 11 contains 8132 members 
Mstep: Class 12 contains 13693 members 
Mstep: Class 13 contains 61511 members 
Mstep: Class 14 contains 2409 members 
Mstep: Class 15 contains 23361 members 
Mstep: Class 16 contains 4322 members 
Mstep: Class 17 contains 16375 members 
Mstep: Class 18 contains 75908 members 
Mstep: Class 19 contains 8719 members 
Mstep: Class 20 contains 21457 members 
Mstep: Class 21 contains 23658 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2249 members 
Mstep: Class 24 contains 61725 members 
Mstep: Class 25 contains 15510 members 
Mstep: Class 26 contains 4785 members 
Mstep: Class 27 contains 61598 members 
Mstep: Class 28 contains 5584 members 
Mstep: Class 29 contains 6263 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 77306 members 
Mstep: Class 32 contains 5015 members 
Mstep: Class 33 contains 7818 members 
Mstep: Class 34 contains 4035 members 
Mstep: Class 35 contains 532318 members 
Mstep: Class 36 contains 25830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988728.000000 Penalty: 126742.460938
Iteration 283Q: 37 clusters Score -1.119887e+08 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120686 members 
Mstep: Class 2 contains 47274 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152067 members 
Mstep: Class 5 contains 8902 members 
Mstep: Class 6 contains 9622 members 
Mstep: Class 7 contains 32594 members 
Mstep: Class 8 contains 3233 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3398 members 
Mstep: Class 11 contains 8132 members 
Mstep: Class 12 contains 13693 members 
Mstep: Class 13 contains 61510 members 
Mstep: Class 14 contains 2409 members 
Mstep: Class 15 contains 23361 members 
Mstep: Class 16 contains 4322 members 
Mstep: Class 17 contains 16376 members 
Mstep: Class 18 contains 75905 members 
Mstep: Class 19 contains 8719 members 
Mstep: Class 20 contains 21459 members 
Mstep: Class 21 contains 23657 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2248 members 
Mstep: Class 24 contains 61706 members 
Mstep: Class 25 contains 15510 members 
Mstep: Class 26 contains 4785 members 
Mstep: Class 27 contains 61600 members 
Mstep: Class 28 contains 5584 members 
Mstep: Class 29 contains 6262 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 77311 members 
Mstep: Class 32 contains 5015 members 
Mstep: Class 33 contains 7818 members 
Mstep: Class 34 contains 4036 members 
Mstep: Class 35 contains 532275 members 
Mstep: Class 36 contains 25875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988712.000000 Penalty: 126742.460938
Iteration 284Q: 37 clusters Score -1.119887e+08 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120691 members 
Mstep: Class 2 contains 47275 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152067 members 
Mstep: Class 5 contains 8902 members 
Mstep: Class 6 contains 9619 members 
Mstep: Class 7 contains 32595 members 
Mstep: Class 8 contains 3234 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3398 members 
Mstep: Class 11 contains 8131 members 
Mstep: Class 12 contains 13696 members 
Mstep: Class 13 contains 61504 members 
Mstep: Class 14 contains 2409 members 
Mstep: Class 15 contains 23363 members 
Mstep: Class 16 contains 4322 members 
Mstep: Class 17 contains 16380 members 
Mstep: Class 18 contains 75905 members 
Mstep: Class 19 contains 8720 members 
Mstep: Class 20 contains 21465 members 
Mstep: Class 21 contains 23654 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2247 members 
Mstep: Class 24 contains 61680 members 
Mstep: Class 25 contains 15510 members 
Mstep: Class 26 contains 4785 members 
Mstep: Class 27 contains 61607 members 
Mstep: Class 28 contains 5584 members 
Mstep: Class 29 contains 6260 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 77311 members 
Mstep: Class 32 contains 5015 members 
Mstep: Class 33 contains 7819 members 
Mstep: Class 34 contains 4037 members 
Mstep: Class 35 contains 532237 members 
Mstep: Class 36 contains 25922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988808.000000 Penalty: 126742.460938
Iteration 285Q: 37 clusters Score -1.119888e+08 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120705 members 
Mstep: Class 2 contains 47277 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152067 members 
Mstep: Class 5 contains 8902 members 
Mstep: Class 6 contains 9616 members 
Mstep: Class 7 contains 32599 members 
Mstep: Class 8 contains 3235 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3398 members 
Mstep: Class 11 contains 8131 members 
Mstep: Class 12 contains 13695 members 
Mstep: Class 13 contains 61503 members 
Mstep: Class 14 contains 2409 members 
Mstep: Class 15 contains 23367 members 
Mstep: Class 16 contains 4321 members 
Mstep: Class 17 contains 16381 members 
Mstep: Class 18 contains 75907 members 
Mstep: Class 19 contains 8719 members 
Mstep: Class 20 contains 21470 members 
Mstep: Class 21 contains 23652 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2246 members 
Mstep: Class 24 contains 61662 members 
Mstep: Class 25 contains 15510 members 
Mstep: Class 26 contains 4785 members 
Mstep: Class 27 contains 61608 members 
Mstep: Class 28 contains 5584 members 
Mstep: Class 29 contains 6258 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 77311 members 
Mstep: Class 32 contains 5015 members 
Mstep: Class 33 contains 7820 members 
Mstep: Class 34 contains 4037 members 
Mstep: Class 35 contains 532185 members 
Mstep: Class 36 contains 25969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988816.000000 Penalty: 126742.460938
Iteration 286Q: 37 clusters Score -1.119888e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120712 members 
Mstep: Class 2 contains 47280 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152067 members 
Mstep: Class 5 contains 8902 members 
Mstep: Class 6 contains 9615 members 
Mstep: Class 7 contains 32602 members 
Mstep: Class 8 contains 3235 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3398 members 
Mstep: Class 11 contains 8131 members 
Mstep: Class 12 contains 13699 members 
Mstep: Class 13 contains 61504 members 
Mstep: Class 14 contains 2409 members 
Mstep: Class 15 contains 23366 members 
Mstep: Class 16 contains 4320 members 
Mstep: Class 17 contains 16383 members 
Mstep: Class 18 contains 75906 members 
Mstep: Class 19 contains 8719 members 
Mstep: Class 20 contains 21477 members 
Mstep: Class 21 contains 23652 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2246 members 
Mstep: Class 24 contains 61638 members 
Mstep: Class 25 contains 15510 members 
Mstep: Class 26 contains 4786 members 
Mstep: Class 27 contains 61610 members 
Mstep: Class 28 contains 5584 members 
Mstep: Class 29 contains 6256 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 77309 members 
Mstep: Class 32 contains 5015 members 
Mstep: Class 33 contains 7820 members 
Mstep: Class 34 contains 4037 members 
Mstep: Class 35 contains 532158 members 
Mstep: Class 36 contains 25998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988768.000000 Penalty: 126742.460938
Iteration 287Q: 37 clusters Score -1.119888e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120718 members 
Mstep: Class 2 contains 47284 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152067 members 
Mstep: Class 5 contains 8902 members 
Mstep: Class 6 contains 9614 members 
Mstep: Class 7 contains 32605 members 
Mstep: Class 8 contains 3235 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3398 members 
Mstep: Class 11 contains 8131 members 
Mstep: Class 12 contains 13701 members 
Mstep: Class 13 contains 61501 members 
Mstep: Class 14 contains 2409 members 
Mstep: Class 15 contains 23367 members 
Mstep: Class 16 contains 4318 members 
Mstep: Class 17 contains 16383 members 
Mstep: Class 18 contains 75906 members 
Mstep: Class 19 contains 8719 members 
Mstep: Class 20 contains 21488 members 
Mstep: Class 21 contains 23652 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2246 members 
Mstep: Class 24 contains 61615 members 
Mstep: Class 25 contains 15510 members 
Mstep: Class 26 contains 4785 members 
Mstep: Class 27 contains 61613 members 
Mstep: Class 28 contains 5584 members 
Mstep: Class 29 contains 6255 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 77309 members 
Mstep: Class 32 contains 5015 members 
Mstep: Class 33 contains 7820 members 
Mstep: Class 34 contains 4037 members 
Mstep: Class 35 contains 532129 members 
Mstep: Class 36 contains 26028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988736.000000 Penalty: 126742.460938
Iteration 288Q: 37 clusters Score -1.119887e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120722 members 
Mstep: Class 2 contains 47288 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152067 members 
Mstep: Class 5 contains 8902 members 
Mstep: Class 6 contains 9613 members 
Mstep: Class 7 contains 32606 members 
Mstep: Class 8 contains 3235 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3398 members 
Mstep: Class 11 contains 8131 members 
Mstep: Class 12 contains 13706 members 
Mstep: Class 13 contains 61497 members 
Mstep: Class 14 contains 2409 members 
Mstep: Class 15 contains 23368 members 
Mstep: Class 16 contains 4318 members 
Mstep: Class 17 contains 16383 members 
Mstep: Class 18 contains 75905 members 
Mstep: Class 19 contains 8719 members 
Mstep: Class 20 contains 21493 members 
Mstep: Class 21 contains 23654 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2246 members 
Mstep: Class 24 contains 61599 members 
Mstep: Class 25 contains 15510 members 
Mstep: Class 26 contains 4783 members 
Mstep: Class 27 contains 61611 members 
Mstep: Class 28 contains 5584 members 
Mstep: Class 29 contains 6254 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 77310 members 
Mstep: Class 32 contains 5015 members 
Mstep: Class 33 contains 7820 members 
Mstep: Class 34 contains 4037 members 
Mstep: Class 35 contains 532107 members 
Mstep: Class 36 contains 26054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988816.000000 Penalty: 126742.460938
Iteration 289Q: 37 clusters Score -1.119888e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120729 members 
Mstep: Class 2 contains 47292 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152068 members 
Mstep: Class 5 contains 8902 members 
Mstep: Class 6 contains 9611 members 
Mstep: Class 7 contains 32604 members 
Mstep: Class 8 contains 3235 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3398 members 
Mstep: Class 11 contains 8131 members 
Mstep: Class 12 contains 13711 members 
Mstep: Class 13 contains 61492 members 
Mstep: Class 14 contains 2409 members 
Mstep: Class 15 contains 23369 members 
Mstep: Class 16 contains 4318 members 
Mstep: Class 17 contains 16383 members 
Mstep: Class 18 contains 75905 members 
Mstep: Class 19 contains 8719 members 
Mstep: Class 20 contains 21500 members 
Mstep: Class 21 contains 23655 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2247 members 
Mstep: Class 24 contains 61583 members 
Mstep: Class 25 contains 15510 members 
Mstep: Class 26 contains 4782 members 
Mstep: Class 27 contains 61607 members 
Mstep: Class 28 contains 5583 members 
Mstep: Class 29 contains 6252 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 77314 members 
Mstep: Class 32 contains 5015 members 
Mstep: Class 33 contains 7820 members 
Mstep: Class 34 contains 4037 members 
Mstep: Class 35 contains 532090 members 
Mstep: Class 36 contains 26073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988888.000000 Penalty: 126742.460938
Iteration 290Q: 37 clusters Score -1.119889e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120740 members 
Mstep: Class 2 contains 47297 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152067 members 
Mstep: Class 5 contains 8902 members 
Mstep: Class 6 contains 9611 members 
Mstep: Class 7 contains 32602 members 
Mstep: Class 8 contains 3235 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3398 members 
Mstep: Class 11 contains 8131 members 
Mstep: Class 12 contains 13713 members 
Mstep: Class 13 contains 61488 members 
Mstep: Class 14 contains 2409 members 
Mstep: Class 15 contains 23369 members 
Mstep: Class 16 contains 4318 members 
Mstep: Class 17 contains 16383 members 
Mstep: Class 18 contains 75906 members 
Mstep: Class 19 contains 8719 members 
Mstep: Class 20 contains 21502 members 
Mstep: Class 21 contains 23651 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2247 members 
Mstep: Class 24 contains 61570 members 
Mstep: Class 25 contains 15509 members 
Mstep: Class 26 contains 4784 members 
Mstep: Class 27 contains 61604 members 
Mstep: Class 28 contains 5582 members 
Mstep: Class 29 contains 6249 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 77315 members 
Mstep: Class 32 contains 5015 members 
Mstep: Class 33 contains 7821 members 
Mstep: Class 34 contains 4037 members 
Mstep: Class 35 contains 532078 members 
Mstep: Class 36 contains 26092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988728.000000 Penalty: 126742.460938
Iteration 291Q: 37 clusters Score -1.119887e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120749 members 
Mstep: Class 2 contains 47299 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152067 members 
Mstep: Class 5 contains 8902 members 
Mstep: Class 6 contains 9609 members 
Mstep: Class 7 contains 32600 members 
Mstep: Class 8 contains 3235 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3398 members 
Mstep: Class 11 contains 8131 members 
Mstep: Class 12 contains 13715 members 
Mstep: Class 13 contains 61481 members 
Mstep: Class 14 contains 2409 members 
Mstep: Class 15 contains 23369 members 
Mstep: Class 16 contains 4318 members 
Mstep: Class 17 contains 16383 members 
Mstep: Class 18 contains 75906 members 
Mstep: Class 19 contains 8719 members 
Mstep: Class 20 contains 21504 members 
Mstep: Class 21 contains 23648 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2246 members 
Mstep: Class 24 contains 61549 members 
Mstep: Class 25 contains 15509 members 
Mstep: Class 26 contains 4784 members 
Mstep: Class 27 contains 61604 members 
Mstep: Class 28 contains 5582 members 
Mstep: Class 29 contains 6247 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 77319 members 
Mstep: Class 32 contains 5014 members 
Mstep: Class 33 contains 7823 members 
Mstep: Class 34 contains 4037 members 
Mstep: Class 35 contains 532064 members 
Mstep: Class 36 contains 26124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988808.000000 Penalty: 126742.460938
Iteration 292Q: 37 clusters Score -1.119888e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120755 members 
Mstep: Class 2 contains 47301 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152067 members 
Mstep: Class 5 contains 8902 members 
Mstep: Class 6 contains 9610 members 
Mstep: Class 7 contains 32601 members 
Mstep: Class 8 contains 3235 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3398 members 
Mstep: Class 11 contains 8131 members 
Mstep: Class 12 contains 13716 members 
Mstep: Class 13 contains 61473 members 
Mstep: Class 14 contains 2409 members 
Mstep: Class 15 contains 23369 members 
Mstep: Class 16 contains 4318 members 
Mstep: Class 17 contains 16382 members 
Mstep: Class 18 contains 75906 members 
Mstep: Class 19 contains 8719 members 
Mstep: Class 20 contains 21506 members 
Mstep: Class 21 contains 23650 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2246 members 
Mstep: Class 24 contains 61522 members 
Mstep: Class 25 contains 15509 members 
Mstep: Class 26 contains 4784 members 
Mstep: Class 27 contains 61604 members 
Mstep: Class 28 contains 5582 members 
Mstep: Class 29 contains 6245 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 77321 members 
Mstep: Class 32 contains 5014 members 
Mstep: Class 33 contains 7823 members 
Mstep: Class 34 contains 4037 members 
Mstep: Class 35 contains 532050 members 
Mstep: Class 36 contains 26159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988768.000000 Penalty: 126742.460938
Iteration 293Q: 37 clusters Score -1.119888e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120762 members 
Mstep: Class 2 contains 47305 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152068 members 
Mstep: Class 5 contains 8902 members 
Mstep: Class 6 contains 9610 members 
Mstep: Class 7 contains 32599 members 
Mstep: Class 8 contains 3235 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3398 members 
Mstep: Class 11 contains 8131 members 
Mstep: Class 12 contains 13719 members 
Mstep: Class 13 contains 61467 members 
Mstep: Class 14 contains 2409 members 
Mstep: Class 15 contains 23369 members 
Mstep: Class 16 contains 4318 members 
Mstep: Class 17 contains 16382 members 
Mstep: Class 18 contains 75906 members 
Mstep: Class 19 contains 8719 members 
Mstep: Class 20 contains 21509 members 
Mstep: Class 21 contains 23649 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2246 members 
Mstep: Class 24 contains 61505 members 
Mstep: Class 25 contains 15507 members 
Mstep: Class 26 contains 4784 members 
Mstep: Class 27 contains 61602 members 
Mstep: Class 28 contains 5582 members 
Mstep: Class 29 contains 6241 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 77323 members 
Mstep: Class 32 contains 5014 members 
Mstep: Class 33 contains 7823 members 
Mstep: Class 34 contains 4037 members 
Mstep: Class 35 contains 532033 members 
Mstep: Class 36 contains 26190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988744.000000 Penalty: 126742.460938
Iteration 294Q: 37 clusters Score -1.119887e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120765 members 
Mstep: Class 2 contains 47309 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152068 members 
Mstep: Class 5 contains 8902 members 
Mstep: Class 6 contains 9610 members 
Mstep: Class 7 contains 32596 members 
Mstep: Class 8 contains 3235 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3398 members 
Mstep: Class 11 contains 8131 members 
Mstep: Class 12 contains 13719 members 
Mstep: Class 13 contains 61457 members 
Mstep: Class 14 contains 2409 members 
Mstep: Class 15 contains 23368 members 
Mstep: Class 16 contains 4318 members 
Mstep: Class 17 contains 16382 members 
Mstep: Class 18 contains 75905 members 
Mstep: Class 19 contains 8719 members 
Mstep: Class 20 contains 21513 members 
Mstep: Class 21 contains 23647 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2246 members 
Mstep: Class 24 contains 61488 members 
Mstep: Class 25 contains 15507 members 
Mstep: Class 26 contains 4784 members 
Mstep: Class 27 contains 61602 members 
Mstep: Class 28 contains 5582 members 
Mstep: Class 29 contains 6240 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 77325 members 
Mstep: Class 32 contains 5014 members 
Mstep: Class 33 contains 7823 members 
Mstep: Class 34 contains 4037 members 
Mstep: Class 35 contains 532018 members 
Mstep: Class 36 contains 26227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988768.000000 Penalty: 126742.460938
Iteration 295Q: 37 clusters Score -1.119888e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120773 members 
Mstep: Class 2 contains 47312 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152068 members 
Mstep: Class 5 contains 8901 members 
Mstep: Class 6 contains 9611 members 
Mstep: Class 7 contains 32594 members 
Mstep: Class 8 contains 3235 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3398 members 
Mstep: Class 11 contains 8131 members 
Mstep: Class 12 contains 13720 members 
Mstep: Class 13 contains 61450 members 
Mstep: Class 14 contains 2409 members 
Mstep: Class 15 contains 23368 members 
Mstep: Class 16 contains 4318 members 
Mstep: Class 17 contains 16382 members 
Mstep: Class 18 contains 75902 members 
Mstep: Class 19 contains 8719 members 
Mstep: Class 20 contains 21518 members 
Mstep: Class 21 contains 23648 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2246 members 
Mstep: Class 24 contains 61481 members 
Mstep: Class 25 contains 15506 members 
Mstep: Class 26 contains 4784 members 
Mstep: Class 27 contains 61603 members 
Mstep: Class 28 contains 5582 members 
Mstep: Class 29 contains 6239 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 77328 members 
Mstep: Class 32 contains 5014 members 
Mstep: Class 33 contains 7823 members 
Mstep: Class 34 contains 4037 members 
Mstep: Class 35 contains 531994 members 
Mstep: Class 36 contains 26250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988776.000000 Penalty: 126742.460938
Iteration 296Q: 37 clusters Score -1.119888e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120784 members 
Mstep: Class 2 contains 47315 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152068 members 
Mstep: Class 5 contains 8901 members 
Mstep: Class 6 contains 9612 members 
Mstep: Class 7 contains 32591 members 
Mstep: Class 8 contains 3235 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3398 members 
Mstep: Class 11 contains 8131 members 
Mstep: Class 12 contains 13720 members 
Mstep: Class 13 contains 61442 members 
Mstep: Class 14 contains 2409 members 
Mstep: Class 15 contains 23368 members 
Mstep: Class 16 contains 4318 members 
Mstep: Class 17 contains 16383 members 
Mstep: Class 18 contains 75903 members 
Mstep: Class 19 contains 8719 members 
Mstep: Class 20 contains 21520 members 
Mstep: Class 21 contains 23646 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2246 members 
Mstep: Class 24 contains 61469 members 
Mstep: Class 25 contains 15506 members 
Mstep: Class 26 contains 4784 members 
Mstep: Class 27 contains 61601 members 
Mstep: Class 28 contains 5582 members 
Mstep: Class 29 contains 6238 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 77327 members 
Mstep: Class 32 contains 5014 members 
Mstep: Class 33 contains 7823 members 
Mstep: Class 34 contains 4038 members 
Mstep: Class 35 contains 531980 members 
Mstep: Class 36 contains 26273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988760.000000 Penalty: 126742.460938
Iteration 297Q: 37 clusters Score -1.119888e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120795 members 
Mstep: Class 2 contains 47319 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152068 members 
Mstep: Class 5 contains 8901 members 
Mstep: Class 6 contains 9613 members 
Mstep: Class 7 contains 32591 members 
Mstep: Class 8 contains 3235 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3398 members 
Mstep: Class 11 contains 8131 members 
Mstep: Class 12 contains 13723 members 
Mstep: Class 13 contains 61437 members 
Mstep: Class 14 contains 2409 members 
Mstep: Class 15 contains 23367 members 
Mstep: Class 16 contains 4318 members 
Mstep: Class 17 contains 16385 members 
Mstep: Class 18 contains 75905 members 
Mstep: Class 19 contains 8719 members 
Mstep: Class 20 contains 21524 members 
Mstep: Class 21 contains 23646 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2246 members 
Mstep: Class 24 contains 61462 members 
Mstep: Class 25 contains 15504 members 
Mstep: Class 26 contains 4784 members 
Mstep: Class 27 contains 61603 members 
Mstep: Class 28 contains 5582 members 
Mstep: Class 29 contains 6237 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 77330 members 
Mstep: Class 32 contains 5014 members 
Mstep: Class 33 contains 7823 members 
Mstep: Class 34 contains 4040 members 
Mstep: Class 35 contains 531941 members 
Mstep: Class 36 contains 26294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988704.000000 Penalty: 126742.460938
Iteration 298Q: 37 clusters Score -1.119887e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120803 members 
Mstep: Class 2 contains 47324 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152068 members 
Mstep: Class 5 contains 8900 members 
Mstep: Class 6 contains 9614 members 
Mstep: Class 7 contains 32588 members 
Mstep: Class 8 contains 3235 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3398 members 
Mstep: Class 11 contains 8131 members 
Mstep: Class 12 contains 13722 members 
Mstep: Class 13 contains 61429 members 
Mstep: Class 14 contains 2409 members 
Mstep: Class 15 contains 23366 members 
Mstep: Class 16 contains 4318 members 
Mstep: Class 17 contains 16386 members 
Mstep: Class 18 contains 75902 members 
Mstep: Class 19 contains 8719 members 
Mstep: Class 20 contains 21525 members 
Mstep: Class 21 contains 23648 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2246 members 
Mstep: Class 24 contains 61451 members 
Mstep: Class 25 contains 15504 members 
Mstep: Class 26 contains 4784 members 
Mstep: Class 27 contains 61602 members 
Mstep: Class 28 contains 5582 members 
Mstep: Class 29 contains 6237 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 77330 members 
Mstep: Class 32 contains 5014 members 
Mstep: Class 33 contains 7823 members 
Mstep: Class 34 contains 4040 members 
Mstep: Class 35 contains 531926 members 
Mstep: Class 36 contains 26320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988768.000000 Penalty: 126742.460938
Iteration 299Q: 37 clusters Score -1.119888e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120807 members 
Mstep: Class 2 contains 47328 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152069 members 
Mstep: Class 5 contains 8900 members 
Mstep: Class 6 contains 9615 members 
Mstep: Class 7 contains 32585 members 
Mstep: Class 8 contains 3235 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3398 members 
Mstep: Class 11 contains 8131 members 
Mstep: Class 12 contains 13726 members 
Mstep: Class 13 contains 61424 members 
Mstep: Class 14 contains 2409 members 
Mstep: Class 15 contains 23364 members 
Mstep: Class 16 contains 4318 members 
Mstep: Class 17 contains 16386 members 
Mstep: Class 18 contains 75902 members 
Mstep: Class 19 contains 8719 members 
Mstep: Class 20 contains 21532 members 
Mstep: Class 21 contains 23648 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2246 members 
Mstep: Class 24 contains 61441 members 
Mstep: Class 25 contains 15504 members 
Mstep: Class 26 contains 4784 members 
Mstep: Class 27 contains 61604 members 
Mstep: Class 28 contains 5582 members 
Mstep: Class 29 contains 6237 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 77329 members 
Mstep: Class 32 contains 5014 members 
Mstep: Class 33 contains 7823 members 
Mstep: Class 34 contains 4040 members 
Mstep: Class 35 contains 531902 members 
Mstep: Class 36 contains 26342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988688.000000 Penalty: 126742.460938
Iteration 300F: 37 clusters Score -1.119887e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120811 members 
Mstep: Class 2 contains 47330 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152069 members 
Mstep: Class 5 contains 8900 members 
Mstep: Class 6 contains 9615 members 
Mstep: Class 7 contains 32584 members 
Mstep: Class 8 contains 3235 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3398 members 
Mstep: Class 11 contains 8131 members 
Mstep: Class 12 contains 13728 members 
Mstep: Class 13 contains 61421 members 
Mstep: Class 14 contains 2409 members 
Mstep: Class 15 contains 23364 members 
Mstep: Class 16 contains 4318 members 
Mstep: Class 17 contains 16386 members 
Mstep: Class 18 contains 75904 members 
Mstep: Class 19 contains 8719 members 
Mstep: Class 20 contains 21539 members 
Mstep: Class 21 contains 23646 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2246 members 
Mstep: Class 24 contains 61434 members 
Mstep: Class 25 contains 15504 members 
Mstep: Class 26 contains 4784 members 
Mstep: Class 27 contains 61608 members 
Mstep: Class 28 contains 5582 members 
Mstep: Class 29 contains 6237 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 77331 members 
Mstep: Class 32 contains 5014 members 
Mstep: Class 33 contains 7823 members 
Mstep: Class 34 contains 4040 members 
Mstep: Class 35 contains 531875 members 
Mstep: Class 36 contains 26359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988784.000000 Penalty: 126742.460938
Iteration 301Q: 37 clusters Score -1.119888e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120810 members 
Mstep: Class 2 contains 47336 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152069 members 
Mstep: Class 5 contains 8900 members 
Mstep: Class 6 contains 9615 members 
Mstep: Class 7 contains 32583 members 
Mstep: Class 8 contains 3236 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3398 members 
Mstep: Class 11 contains 8131 members 
Mstep: Class 12 contains 13728 members 
Mstep: Class 13 contains 61420 members 
Mstep: Class 14 contains 2409 members 
Mstep: Class 15 contains 23364 members 
Mstep: Class 16 contains 4318 members 
Mstep: Class 17 contains 16386 members 
Mstep: Class 18 contains 75905 members 
Mstep: Class 19 contains 8719 members 
Mstep: Class 20 contains 21544 members 
Mstep: Class 21 contains 23645 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2246 members 
Mstep: Class 24 contains 61425 members 
Mstep: Class 25 contains 15504 members 
Mstep: Class 26 contains 4784 members 
Mstep: Class 27 contains 61609 members 
Mstep: Class 28 contains 5582 members 
Mstep: Class 29 contains 6236 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 77335 members 
Mstep: Class 32 contains 5015 members 
Mstep: Class 33 contains 7823 members 
Mstep: Class 34 contains 4040 members 
Mstep: Class 35 contains 531854 members 
Mstep: Class 36 contains 26375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988880.000000 Penalty: 126742.460938
Iteration 302Q: 37 clusters Score -1.119889e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120812 members 
Mstep: Class 2 contains 47342 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152069 members 
Mstep: Class 5 contains 8900 members 
Mstep: Class 6 contains 9615 members 
Mstep: Class 7 contains 32581 members 
Mstep: Class 8 contains 3236 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3398 members 
Mstep: Class 11 contains 8131 members 
Mstep: Class 12 contains 13729 members 
Mstep: Class 13 contains 61423 members 
Mstep: Class 14 contains 2409 members 
Mstep: Class 15 contains 23365 members 
Mstep: Class 16 contains 4318 members 
Mstep: Class 17 contains 16386 members 
Mstep: Class 18 contains 75905 members 
Mstep: Class 19 contains 8719 members 
Mstep: Class 20 contains 21547 members 
Mstep: Class 21 contains 23641 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2246 members 
Mstep: Class 24 contains 61413 members 
Mstep: Class 25 contains 15504 members 
Mstep: Class 26 contains 4784 members 
Mstep: Class 27 contains 61611 members 
Mstep: Class 28 contains 5582 members 
Mstep: Class 29 contains 6234 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 77337 members 
Mstep: Class 32 contains 5013 members 
Mstep: Class 33 contains 7823 members 
Mstep: Class 34 contains 4040 members 
Mstep: Class 35 contains 531836 members 
Mstep: Class 36 contains 26395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988704.000000 Penalty: 126742.460938
Iteration 303Q: 37 clusters Score -1.119887e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120817 members 
Mstep: Class 2 contains 47349 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152069 members 
Mstep: Class 5 contains 8900 members 
Mstep: Class 6 contains 9615 members 
Mstep: Class 7 contains 32580 members 
Mstep: Class 8 contains 3236 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3398 members 
Mstep: Class 11 contains 8131 members 
Mstep: Class 12 contains 13731 members 
Mstep: Class 13 contains 61421 members 
Mstep: Class 14 contains 2409 members 
Mstep: Class 15 contains 23364 members 
Mstep: Class 16 contains 4318 members 
Mstep: Class 17 contains 16386 members 
Mstep: Class 18 contains 75905 members 
Mstep: Class 19 contains 8719 members 
Mstep: Class 20 contains 21551 members 
Mstep: Class 21 contains 23639 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2246 members 
Mstep: Class 24 contains 61405 members 
Mstep: Class 25 contains 15504 members 
Mstep: Class 26 contains 4784 members 
Mstep: Class 27 contains 61610 members 
Mstep: Class 28 contains 5582 members 
Mstep: Class 29 contains 6233 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 77339 members 
Mstep: Class 32 contains 5013 members 
Mstep: Class 33 contains 7823 members 
Mstep: Class 34 contains 4040 members 
Mstep: Class 35 contains 531817 members 
Mstep: Class 36 contains 26410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988792.000000 Penalty: 126742.460938
Iteration 304Q: 37 clusters Score -1.119888e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120815 members 
Mstep: Class 2 contains 47356 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152069 members 
Mstep: Class 5 contains 8900 members 
Mstep: Class 6 contains 9615 members 
Mstep: Class 7 contains 32579 members 
Mstep: Class 8 contains 3235 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3398 members 
Mstep: Class 11 contains 8131 members 
Mstep: Class 12 contains 13735 members 
Mstep: Class 13 contains 61419 members 
Mstep: Class 14 contains 2409 members 
Mstep: Class 15 contains 23363 members 
Mstep: Class 16 contains 4318 members 
Mstep: Class 17 contains 16386 members 
Mstep: Class 18 contains 75905 members 
Mstep: Class 19 contains 8719 members 
Mstep: Class 20 contains 21556 members 
Mstep: Class 21 contains 23638 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2246 members 
Mstep: Class 24 contains 61385 members 
Mstep: Class 25 contains 15503 members 
Mstep: Class 26 contains 4784 members 
Mstep: Class 27 contains 61610 members 
Mstep: Class 28 contains 5582 members 
Mstep: Class 29 contains 6233 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 77341 members 
Mstep: Class 32 contains 5011 members 
Mstep: Class 33 contains 7823 members 
Mstep: Class 34 contains 4040 members 
Mstep: Class 35 contains 531810 members 
Mstep: Class 36 contains 26430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988776.000000 Penalty: 126742.460938
Iteration 305Q: 37 clusters Score -1.119888e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120811 members 
Mstep: Class 2 contains 47362 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152070 members 
Mstep: Class 5 contains 8899 members 
Mstep: Class 6 contains 9615 members 
Mstep: Class 7 contains 32580 members 
Mstep: Class 8 contains 3235 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3398 members 
Mstep: Class 11 contains 8131 members 
Mstep: Class 12 contains 13741 members 
Mstep: Class 13 contains 61414 members 
Mstep: Class 14 contains 2409 members 
Mstep: Class 15 contains 23363 members 
Mstep: Class 16 contains 4318 members 
Mstep: Class 17 contains 16386 members 
Mstep: Class 18 contains 75904 members 
Mstep: Class 19 contains 8719 members 
Mstep: Class 20 contains 21560 members 
Mstep: Class 21 contains 23640 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2246 members 
Mstep: Class 24 contains 61364 members 
Mstep: Class 25 contains 15502 members 
Mstep: Class 26 contains 4784 members 
Mstep: Class 27 contains 61610 members 
Mstep: Class 28 contains 5582 members 
Mstep: Class 29 contains 6233 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 77343 members 
Mstep: Class 32 contains 5012 members 
Mstep: Class 33 contains 7823 members 
Mstep: Class 34 contains 4040 members 
Mstep: Class 35 contains 531800 members 
Mstep: Class 36 contains 26450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988768.000000 Penalty: 126742.460938
Iteration 306Q: 37 clusters Score -1.119888e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120809 members 
Mstep: Class 2 contains 47371 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152070 members 
Mstep: Class 5 contains 8899 members 
Mstep: Class 6 contains 9615 members 
Mstep: Class 7 contains 32579 members 
Mstep: Class 8 contains 3235 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3398 members 
Mstep: Class 11 contains 8131 members 
Mstep: Class 12 contains 13747 members 
Mstep: Class 13 contains 61409 members 
Mstep: Class 14 contains 2408 members 
Mstep: Class 15 contains 23363 members 
Mstep: Class 16 contains 4318 members 
Mstep: Class 17 contains 16385 members 
Mstep: Class 18 contains 75904 members 
Mstep: Class 19 contains 8719 members 
Mstep: Class 20 contains 21562 members 
Mstep: Class 21 contains 23640 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2246 members 
Mstep: Class 24 contains 61348 members 
Mstep: Class 25 contains 15503 members 
Mstep: Class 26 contains 4784 members 
Mstep: Class 27 contains 61611 members 
Mstep: Class 28 contains 5582 members 
Mstep: Class 29 contains 6233 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 77344 members 
Mstep: Class 32 contains 5011 members 
Mstep: Class 33 contains 7823 members 
Mstep: Class 34 contains 4040 members 
Mstep: Class 35 contains 531791 members 
Mstep: Class 36 contains 26466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988832.000000 Penalty: 126742.460938
Iteration 307Q: 37 clusters Score -1.119888e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120804 members 
Mstep: Class 2 contains 47382 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152070 members 
Mstep: Class 5 contains 8897 members 
Mstep: Class 6 contains 9615 members 
Mstep: Class 7 contains 32581 members 
Mstep: Class 8 contains 3235 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3398 members 
Mstep: Class 11 contains 8131 members 
Mstep: Class 12 contains 13750 members 
Mstep: Class 13 contains 61408 members 
Mstep: Class 14 contains 2408 members 
Mstep: Class 15 contains 23363 members 
Mstep: Class 16 contains 4318 members 
Mstep: Class 17 contains 16385 members 
Mstep: Class 18 contains 75903 members 
Mstep: Class 19 contains 8719 members 
Mstep: Class 20 contains 21564 members 
Mstep: Class 21 contains 23639 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2246 members 
Mstep: Class 24 contains 61334 members 
Mstep: Class 25 contains 15504 members 
Mstep: Class 26 contains 4784 members 
Mstep: Class 27 contains 61612 members 
Mstep: Class 28 contains 5582 members 
Mstep: Class 29 contains 6233 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 77344 members 
Mstep: Class 32 contains 5012 members 
Mstep: Class 33 contains 7823 members 
Mstep: Class 34 contains 4040 members 
Mstep: Class 35 contains 531782 members 
Mstep: Class 36 contains 26478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988856.000000 Penalty: 126742.460938
Iteration 308Q: 37 clusters Score -1.119889e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120798 members 
Mstep: Class 2 contains 47391 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152071 members 
Mstep: Class 5 contains 8897 members 
Mstep: Class 6 contains 9615 members 
Mstep: Class 7 contains 32581 members 
Mstep: Class 8 contains 3235 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3398 members 
Mstep: Class 11 contains 8131 members 
Mstep: Class 12 contains 13757 members 
Mstep: Class 13 contains 61406 members 
Mstep: Class 14 contains 2408 members 
Mstep: Class 15 contains 23363 members 
Mstep: Class 16 contains 4319 members 
Mstep: Class 17 contains 16385 members 
Mstep: Class 18 contains 75902 members 
Mstep: Class 19 contains 8720 members 
Mstep: Class 20 contains 21563 members 
Mstep: Class 21 contains 23637 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2246 members 
Mstep: Class 24 contains 61318 members 
Mstep: Class 25 contains 15504 members 
Mstep: Class 26 contains 4784 members 
Mstep: Class 27 contains 61610 members 
Mstep: Class 28 contains 5582 members 
Mstep: Class 29 contains 6233 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 77347 members 
Mstep: Class 32 contains 5012 members 
Mstep: Class 33 contains 7823 members 
Mstep: Class 34 contains 4040 members 
Mstep: Class 35 contains 531772 members 
Mstep: Class 36 contains 26496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988848.000000 Penalty: 126742.460938
Iteration 309Q: 37 clusters Score -1.119888e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120797 members 
Mstep: Class 2 contains 47395 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152073 members 
Mstep: Class 5 contains 8897 members 
Mstep: Class 6 contains 9615 members 
Mstep: Class 7 contains 32580 members 
Mstep: Class 8 contains 3235 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3398 members 
Mstep: Class 11 contains 8131 members 
Mstep: Class 12 contains 13762 members 
Mstep: Class 13 contains 61406 members 
Mstep: Class 14 contains 2408 members 
Mstep: Class 15 contains 23363 members 
Mstep: Class 16 contains 4319 members 
Mstep: Class 17 contains 16386 members 
Mstep: Class 18 contains 75901 members 
Mstep: Class 19 contains 8720 members 
Mstep: Class 20 contains 21563 members 
Mstep: Class 21 contains 23637 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2246 members 
Mstep: Class 24 contains 61311 members 
Mstep: Class 25 contains 15504 members 
Mstep: Class 26 contains 4784 members 
Mstep: Class 27 contains 61608 members 
Mstep: Class 28 contains 5582 members 
Mstep: Class 29 contains 6233 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 77349 members 
Mstep: Class 32 contains 5012 members 
Mstep: Class 33 contains 7823 members 
Mstep: Class 34 contains 4040 members 
Mstep: Class 35 contains 531755 members 
Mstep: Class 36 contains 26511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988800.000000 Penalty: 126742.460938
Iteration 310Q: 37 clusters Score -1.119888e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120800 members 
Mstep: Class 2 contains 47398 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152073 members 
Mstep: Class 5 contains 8897 members 
Mstep: Class 6 contains 9615 members 
Mstep: Class 7 contains 32579 members 
Mstep: Class 8 contains 3235 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3398 members 
Mstep: Class 11 contains 8131 members 
Mstep: Class 12 contains 13768 members 
Mstep: Class 13 contains 61406 members 
Mstep: Class 14 contains 2408 members 
Mstep: Class 15 contains 23363 members 
Mstep: Class 16 contains 4319 members 
Mstep: Class 17 contains 16386 members 
Mstep: Class 18 contains 75901 members 
Mstep: Class 19 contains 8720 members 
Mstep: Class 20 contains 21563 members 
Mstep: Class 21 contains 23634 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2246 members 
Mstep: Class 24 contains 61306 members 
Mstep: Class 25 contains 15504 members 
Mstep: Class 26 contains 4784 members 
Mstep: Class 27 contains 61609 members 
Mstep: Class 28 contains 5582 members 
Mstep: Class 29 contains 6233 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 77350 members 
Mstep: Class 32 contains 5012 members 
Mstep: Class 33 contains 7823 members 
Mstep: Class 34 contains 4040 members 
Mstep: Class 35 contains 531742 members 
Mstep: Class 36 contains 26519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988784.000000 Penalty: 126742.460938
Iteration 311Q: 37 clusters Score -1.119888e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120803 members 
Mstep: Class 2 contains 47400 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152073 members 
Mstep: Class 5 contains 8897 members 
Mstep: Class 6 contains 9615 members 
Mstep: Class 7 contains 32578 members 
Mstep: Class 8 contains 3235 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3398 members 
Mstep: Class 11 contains 8131 members 
Mstep: Class 12 contains 13773 members 
Mstep: Class 13 contains 61406 members 
Mstep: Class 14 contains 2408 members 
Mstep: Class 15 contains 23363 members 
Mstep: Class 16 contains 4319 members 
Mstep: Class 17 contains 16386 members 
Mstep: Class 18 contains 75901 members 
Mstep: Class 19 contains 8720 members 
Mstep: Class 20 contains 21563 members 
Mstep: Class 21 contains 23633 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2246 members 
Mstep: Class 24 contains 61303 members 
Mstep: Class 25 contains 15504 members 
Mstep: Class 26 contains 4784 members 
Mstep: Class 27 contains 61607 members 
Mstep: Class 28 contains 5582 members 
Mstep: Class 29 contains 6233 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 77352 members 
Mstep: Class 32 contains 5009 members 
Mstep: Class 33 contains 7823 members 
Mstep: Class 34 contains 4040 members 
Mstep: Class 35 contains 531734 members 
Mstep: Class 36 contains 26525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988736.000000 Penalty: 126742.460938
Iteration 312Q: 37 clusters Score -1.119887e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120805 members 
Mstep: Class 2 contains 47401 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152072 members 
Mstep: Class 5 contains 8897 members 
Mstep: Class 6 contains 9615 members 
Mstep: Class 7 contains 32578 members 
Mstep: Class 8 contains 3235 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3398 members 
Mstep: Class 11 contains 8131 members 
Mstep: Class 12 contains 13778 members 
Mstep: Class 13 contains 61406 members 
Mstep: Class 14 contains 2408 members 
Mstep: Class 15 contains 23363 members 
Mstep: Class 16 contains 4319 members 
Mstep: Class 17 contains 16386 members 
Mstep: Class 18 contains 75901 members 
Mstep: Class 19 contains 8720 members 
Mstep: Class 20 contains 21563 members 
Mstep: Class 21 contains 23633 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2246 members 
Mstep: Class 24 contains 61297 members 
Mstep: Class 25 contains 15504 members 
Mstep: Class 26 contains 4784 members 
Mstep: Class 27 contains 61610 members 
Mstep: Class 28 contains 5582 members 
Mstep: Class 29 contains 6233 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 77353 members 
Mstep: Class 32 contains 5008 members 
Mstep: Class 33 contains 7823 members 
Mstep: Class 34 contains 4040 members 
Mstep: Class 35 contains 531724 members 
Mstep: Class 36 contains 26531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988736.000000 Penalty: 126742.460938
Iteration 313Q: 37 clusters Score -1.119887e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120807 members 
Mstep: Class 2 contains 47403 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152072 members 
Mstep: Class 5 contains 8897 members 
Mstep: Class 6 contains 9616 members 
Mstep: Class 7 contains 32578 members 
Mstep: Class 8 contains 3236 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3398 members 
Mstep: Class 11 contains 8131 members 
Mstep: Class 12 contains 13782 members 
Mstep: Class 13 contains 61406 members 
Mstep: Class 14 contains 2408 members 
Mstep: Class 15 contains 23363 members 
Mstep: Class 16 contains 4319 members 
Mstep: Class 17 contains 16386 members 
Mstep: Class 18 contains 75902 members 
Mstep: Class 19 contains 8720 members 
Mstep: Class 20 contains 21563 members 
Mstep: Class 21 contains 23629 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2247 members 
Mstep: Class 24 contains 61294 members 
Mstep: Class 25 contains 15504 members 
Mstep: Class 26 contains 4784 members 
Mstep: Class 27 contains 61611 members 
Mstep: Class 28 contains 5582 members 
Mstep: Class 29 contains 6233 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 77355 members 
Mstep: Class 32 contains 5008 members 
Mstep: Class 33 contains 7823 members 
Mstep: Class 34 contains 4039 members 
Mstep: Class 35 contains 531711 members 
Mstep: Class 36 contains 26537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988728.000000 Penalty: 126742.460938
Iteration 314Q: 37 clusters Score -1.119887e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120809 members 
Mstep: Class 2 contains 47405 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152073 members 
Mstep: Class 5 contains 8897 members 
Mstep: Class 6 contains 9615 members 
Mstep: Class 7 contains 32578 members 
Mstep: Class 8 contains 3236 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3398 members 
Mstep: Class 11 contains 8131 members 
Mstep: Class 12 contains 13786 members 
Mstep: Class 13 contains 61405 members 
Mstep: Class 14 contains 2408 members 
Mstep: Class 15 contains 23363 members 
Mstep: Class 16 contains 4319 members 
Mstep: Class 17 contains 16386 members 
Mstep: Class 18 contains 75901 members 
Mstep: Class 19 contains 8720 members 
Mstep: Class 20 contains 21563 members 
Mstep: Class 21 contains 23629 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2247 members 
Mstep: Class 24 contains 61289 members 
Mstep: Class 25 contains 15504 members 
Mstep: Class 26 contains 4784 members 
Mstep: Class 27 contains 61609 members 
Mstep: Class 28 contains 5582 members 
Mstep: Class 29 contains 6233 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 77356 members 
Mstep: Class 32 contains 5008 members 
Mstep: Class 33 contains 7823 members 
Mstep: Class 34 contains 4038 members 
Mstep: Class 35 contains 531704 members 
Mstep: Class 36 contains 26545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988728.000000 Penalty: 126742.460938
Iteration 315Q: 37 clusters Score -1.119887e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120809 members 
Mstep: Class 2 contains 47405 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152073 members 
Mstep: Class 5 contains 8897 members 
Mstep: Class 6 contains 9614 members 
Mstep: Class 7 contains 32578 members 
Mstep: Class 8 contains 3236 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3398 members 
Mstep: Class 11 contains 8131 members 
Mstep: Class 12 contains 13789 members 
Mstep: Class 13 contains 61404 members 
Mstep: Class 14 contains 2408 members 
Mstep: Class 15 contains 23363 members 
Mstep: Class 16 contains 4319 members 
Mstep: Class 17 contains 16386 members 
Mstep: Class 18 contains 75902 members 
Mstep: Class 19 contains 8720 members 
Mstep: Class 20 contains 21563 members 
Mstep: Class 21 contains 23629 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2247 members 
Mstep: Class 24 contains 61291 members 
Mstep: Class 25 contains 15504 members 
Mstep: Class 26 contains 4784 members 
Mstep: Class 27 contains 61608 members 
Mstep: Class 28 contains 5582 members 
Mstep: Class 29 contains 6233 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 77357 members 
Mstep: Class 32 contains 5008 members 
Mstep: Class 33 contains 7823 members 
Mstep: Class 34 contains 4038 members 
Mstep: Class 35 contains 531692 members 
Mstep: Class 36 contains 26553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988648.000000 Penalty: 126742.460938
Iteration 316Q: 37 clusters Score -1.119886e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120809 members 
Mstep: Class 2 contains 47405 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152073 members 
Mstep: Class 5 contains 8897 members 
Mstep: Class 6 contains 9615 members 
Mstep: Class 7 contains 32578 members 
Mstep: Class 8 contains 3236 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3398 members 
Mstep: Class 11 contains 8131 members 
Mstep: Class 12 contains 13790 members 
Mstep: Class 13 contains 61404 members 
Mstep: Class 14 contains 2408 members 
Mstep: Class 15 contains 23363 members 
Mstep: Class 16 contains 4319 members 
Mstep: Class 17 contains 16386 members 
Mstep: Class 18 contains 75902 members 
Mstep: Class 19 contains 8720 members 
Mstep: Class 20 contains 21563 members 
Mstep: Class 21 contains 23629 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2247 members 
Mstep: Class 24 contains 61292 members 
Mstep: Class 25 contains 15504 members 
Mstep: Class 26 contains 4784 members 
Mstep: Class 27 contains 61607 members 
Mstep: Class 28 contains 5582 members 
Mstep: Class 29 contains 6233 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 77357 members 
Mstep: Class 32 contains 5008 members 
Mstep: Class 33 contains 7823 members 
Mstep: Class 34 contains 4038 members 
Mstep: Class 35 contains 531684 members 
Mstep: Class 36 contains 26559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988672.000000 Penalty: 126742.460938
Iteration 317Q: 37 clusters Score -1.119887e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120809 members 
Mstep: Class 2 contains 47405 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152073 members 
Mstep: Class 5 contains 8897 members 
Mstep: Class 6 contains 9615 members 
Mstep: Class 7 contains 32578 members 
Mstep: Class 8 contains 3236 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3398 members 
Mstep: Class 11 contains 8131 members 
Mstep: Class 12 contains 13792 members 
Mstep: Class 13 contains 61404 members 
Mstep: Class 14 contains 2408 members 
Mstep: Class 15 contains 23363 members 
Mstep: Class 16 contains 4319 members 
Mstep: Class 17 contains 16386 members 
Mstep: Class 18 contains 75901 members 
Mstep: Class 19 contains 8720 members 
Mstep: Class 20 contains 21563 members 
Mstep: Class 21 contains 23629 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2247 members 
Mstep: Class 24 contains 61295 members 
Mstep: Class 25 contains 15504 members 
Mstep: Class 26 contains 4784 members 
Mstep: Class 27 contains 61606 members 
Mstep: Class 28 contains 5582 members 
Mstep: Class 29 contains 6233 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 77356 members 
Mstep: Class 32 contains 5007 members 
Mstep: Class 33 contains 7823 members 
Mstep: Class 34 contains 4038 members 
Mstep: Class 35 contains 531679 members 
Mstep: Class 36 contains 26563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988632.000000 Penalty: 126742.460938
Iteration 318Q: 37 clusters Score -1.119886e+08 nChanged 27
Entering ConstructFrom: 
Score: -111988632.000000 Penalty: 126742.460938
Entering ConstructFrom: 
Trying to split cluster 1 (120810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120810 members 
Entering Unmasked Estep 
Score: -9647596.000000 Penalty: 2902.089600
	Iteration 0F: 2 clusters Score -9647596 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60511 members 
Mstep: Class 2 contains 60299 members 
Entering Unmasked Estep 
Score: -9566673.000000 Penalty: 5804.179199
	Iteration 0F: 3 clusters Score -9566673 nChanged 57502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61715 members 
Mstep: Class 2 contains 59095 members 
Entering Unmasked Estep 
Score: -9599430.000000 Penalty: 5804.179199
	Iteration 1F: 3 clusters Score -9599430 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62539 members 
Mstep: Class 2 contains 58271 members 
Entering Unmasked Estep 
Score: -9600199.000000 Penalty: 5804.179199
	Iteration 2Q: 3 clusters Score -9600199 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63729 members 
Mstep: Class 2 contains 57081 members 
Entering Unmasked Estep 
Score: -9601179.000000 Penalty: 5804.179199
	Iteration 3Q: 3 clusters Score -9601179 nChanged 3887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65574 members 
Mstep: Class 2 contains 55236 members 
Entering Unmasked Estep 
Score: -9602327.000000 Penalty: 5804.179199
	Iteration 4Q: 3 clusters Score -9602327 nChanged 4293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68273 members 
Mstep: Class 2 contains 52537 members 
Entering Unmasked Estep 
Score: -9603732.000000 Penalty: 5804.179199
	Iteration 5Q: 3 clusters Score -9603732 nChanged 5071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72108 members 
Mstep: Class 2 contains 48702 members 
Entering Unmasked Estep 
Score: -9605972.000000 Penalty: 5804.179199
	Iteration 6Q: 3 clusters Score -9605972 nChanged 6173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77379 members 
Mstep: Class 2 contains 43431 members 
Entering Unmasked Estep 
Score: -9609271.000000 Penalty: 5804.179199
	Iteration 7F: 3 clusters Score -9609271 nChanged 7526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84243 members 
Mstep: Class 2 contains 36567 members 
Entering Unmasked Estep 
Score: -9614448.000000 Penalty: 5804.179199
	Iteration 8F: 3 clusters Score -9614448 nChanged 8428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92279 members 
Mstep: Class 2 contains 28531 members 
Entering Unmasked Estep 
Score: -9621246.000000 Penalty: 5804.179199
	Iteration 9F: 3 clusters Score -9621246 nChanged 8092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100121 members 
Mstep: Class 2 contains 20689 members 
Entering Unmasked Estep 
Score: -9628419.000000 Penalty: 5804.179199
	Iteration 10F: 3 clusters Score -9628419 nChanged 6564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106495 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -9634386.000000 Penalty: 5804.179199
	Iteration 11F: 3 clusters Score -9634386 nChanged 4448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110817 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -9638379.000000 Penalty: 5804.179199
	Iteration 12Q: 3 clusters Score -9638379 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113642 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -9640821.000000 Penalty: 5804.179199
	Iteration 13Q: 3 clusters Score -9640821 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115520 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -9642260.000000 Penalty: 5804.179199
	Iteration 14Q: 3 clusters Score -9642260 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116812 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -9643194.000000 Penalty: 5804.179199
	Iteration 15Q: 3 clusters Score -9643194 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117688 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -9643820.000000 Penalty: 5804.179199
	Iteration 16Q: 3 clusters Score -9643820 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118306 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -9644190.000000 Penalty: 5804.179199
	Iteration 17Q: 3 clusters Score -9644190 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118704 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -9644440.000000 Penalty: 5804.179199
	Iteration 18Q: 3 clusters Score -9644440 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118994 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -9644583.000000 Penalty: 5804.179199
	Iteration 19Q: 3 clusters Score -9644583 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119207 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -9644696.000000 Penalty: 5804.179199
	Iteration 20F: 3 clusters Score -9644696 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119342 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -9644752.000000 Penalty: 5804.179199
	Iteration 21Q: 3 clusters Score -9644752 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119451 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -9644828.000000 Penalty: 5804.179199
	Iteration 22Q: 3 clusters Score -9644828 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119541 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -9644876.000000 Penalty: 5804.179199
	Iteration 23Q: 3 clusters Score -9644876 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119607 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -9644909.000000 Penalty: 5804.179199
	Iteration 24Q: 3 clusters Score -9644909 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119672 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -9644943.000000 Penalty: 5804.179199
	Iteration 25Q: 3 clusters Score -9644943 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119728 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -9644991.000000 Penalty: 5804.179199
	Iteration 26Q: 3 clusters Score -9644991 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119765 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -9645014.000000 Penalty: 5804.179199
	Iteration 27Q: 3 clusters Score -9645014 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119794 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -9645019.000000 Penalty: 5804.179199
	Iteration 28Q: 3 clusters Score -9645019 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119816 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -9645028.000000 Penalty: 5804.179199
	Iteration 29Q: 3 clusters Score -9645028 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119831 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -9645028.000000 Penalty: 5804.179199
	Iteration 30Q: 3 clusters Score -9645028 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119845 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -9645030.000000 Penalty: 5804.179199
	Iteration 31Q: 3 clusters Score -9645030 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119859 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -9645048.000000 Penalty: 5804.179199
	Iteration 32Q: 3 clusters Score -9645048 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119871 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -9645054.000000 Penalty: 5804.179199
	Iteration 33Q: 3 clusters Score -9645054 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119882 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -9645052.000000 Penalty: 5804.179199
	Iteration 34Q: 3 clusters Score -9645052 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119889 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -9645054.000000 Penalty: 5804.179199
	Iteration 35Q: 3 clusters Score -9645054 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119896 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -9645055.000000 Penalty: 5804.179199
	Iteration 36Q: 3 clusters Score -9645055 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119902 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -9645076.000000 Penalty: 5804.179199
	Iteration 37Q: 3 clusters Score -9645076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119910 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -9645082.000000 Penalty: 5804.179199
	Iteration 38Q: 3 clusters Score -9645082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119915 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -9645084.000000 Penalty: 5804.179199
	Iteration 39Q: 3 clusters Score -9645084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119917 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -9645074.000000 Penalty: 5804.179199
	Iteration 40F: 3 clusters Score -9645074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119921 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -9645081.000000 Penalty: 5804.179199
	Iteration 41Q: 3 clusters Score -9645081 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119923 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -9645093.000000 Penalty: 5804.179199
	Iteration 42Q: 3 clusters Score -9645093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119924 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -9645091.000000 Penalty: 5804.179199
	Iteration 43Q: 3 clusters Score -9645091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119925 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -9645081.000000 Penalty: 5804.179199
	Iteration 44Q: 3 clusters Score -9645081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119926 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -9645086.000000 Penalty: 5804.179199
	Iteration 45Q: 3 clusters Score -9645086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119927 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -9645086.000000 Penalty: 5804.179199
	Iteration 46Q: 3 clusters Score -9645086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119931 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -9645094.000000 Penalty: 5804.179199
	Iteration 47Q: 3 clusters Score -9645094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119932 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -9645099.000000 Penalty: 5804.179199
	Iteration 48Q: 3 clusters Score -9645099 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119933 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -9645104.000000 Penalty: 5804.179199
	Iteration 49Q: 3 clusters Score -9645104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119934 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -9645101.000000 Penalty: 5804.179199
	Iteration 50Q: 3 clusters Score -9645101 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119934 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -9645101.000000 Penalty: 5804.179199
	Iteration 51F: 3 clusters Score -9645101 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (47405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47405 members 
Entering Unmasked Estep 
Score: -3703676.250000 Penalty: 2670.087891
	Iteration 0F: 2 clusters Score -3703676 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 23514 members 
Entering Unmasked Estep 
Score: -3671805.250000 Penalty: 5340.175781
	Iteration 0F: 3 clusters Score -3671805 nChanged 21708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24965 members 
Mstep: Class 2 contains 22440 members 
Entering Unmasked Estep 
Score: -3684298.500000 Penalty: 5340.175781
	Iteration 1F: 3 clusters Score -3684298 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25551 members 
Mstep: Class 2 contains 21854 members 
Entering Unmasked Estep 
Score: -3685352.500000 Penalty: 5340.175781
	Iteration 2Q: 3 clusters Score -3685352 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26397 members 
Mstep: Class 2 contains 21008 members 
Entering Unmasked Estep 
Score: -3686850.000000 Penalty: 5340.175781
	Iteration 3F: 3 clusters Score -3686850 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27589 members 
Mstep: Class 2 contains 19816 members 
Entering Unmasked Estep 
Score: -3688941.750000 Penalty: 5340.175781
	Iteration 4F: 3 clusters Score -3688942 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29224 members 
Mstep: Class 2 contains 18181 members 
Entering Unmasked Estep 
Score: -3691668.500000 Penalty: 5340.175781
	Iteration 5F: 3 clusters Score -3691668 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31270 members 
Mstep: Class 2 contains 16135 members 
Entering Unmasked Estep 
Score: -3695073.750000 Penalty: 5340.175781
	Iteration 6F: 3 clusters Score -3695074 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33110 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -3698479.000000 Penalty: 5340.175781
	Iteration 7F: 3 clusters Score -3698479 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34281 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -3701022.000000 Penalty: 5340.175781
	Iteration 8F: 3 clusters Score -3701022 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34847 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -3702347.500000 Penalty: 5340.175781
	Iteration 9Q: 3 clusters Score -3702348 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35162 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -3702921.500000 Penalty: 5340.175781
	Iteration 10Q: 3 clusters Score -3702922 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35351 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -3703163.500000 Penalty: 5340.175781
	Iteration 11Q: 3 clusters Score -3703164 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35484 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -3703263.000000 Penalty: 5340.175781
	Iteration 12Q: 3 clusters Score -3703263 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35565 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -3703316.750000 Penalty: 5340.175781
	Iteration 13Q: 3 clusters Score -3703317 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35628 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -3703346.750000 Penalty: 5340.175781
	Iteration 14Q: 3 clusters Score -3703347 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35680 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -3703364.000000 Penalty: 5340.175781
	Iteration 15Q: 3 clusters Score -3703364 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35713 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -3703366.500000 Penalty: 5340.175781
	Iteration 16Q: 3 clusters Score -3703366 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35743 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -3703367.250000 Penalty: 5340.175781
	Iteration 17Q: 3 clusters Score -3703367 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35771 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -3703384.000000 Penalty: 5340.175781
	Iteration 18Q: 3 clusters Score -3703384 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35787 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -3703386.500000 Penalty: 5340.175781
	Iteration 19Q: 3 clusters Score -3703386 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35800 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -3703393.000000 Penalty: 5340.175781
	Iteration 20F: 3 clusters Score -3703393 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35800 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -3703394.250000 Penalty: 5340.175781
	Iteration 21Q: 3 clusters Score -3703394 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35803 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -3703395.000000 Penalty: 5340.175781
	Iteration 22Q: 3 clusters Score -3703395 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35813 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -3703390.250000 Penalty: 5340.175781
	Iteration 23Q: 3 clusters Score -3703390 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35822 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -3703387.250000 Penalty: 5340.175781
	Iteration 24Q: 3 clusters Score -3703387 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35829 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -3703386.750000 Penalty: 5340.175781
	Iteration 25Q: 3 clusters Score -3703387 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35842 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -3703383.000000 Penalty: 5340.175781
	Iteration 26Q: 3 clusters Score -3703383 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35850 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -3703380.500000 Penalty: 5340.175781
	Iteration 27Q: 3 clusters Score -3703380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35858 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -3703389.000000 Penalty: 5340.175781
	Iteration 28Q: 3 clusters Score -3703389 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35860 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -3703385.500000 Penalty: 5340.175781
	Iteration 29Q: 3 clusters Score -3703386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35857 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -3703388.500000 Penalty: 5340.175781
	Iteration 30Q: 3 clusters Score -3703388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35859 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -3703388.500000 Penalty: 5340.175781
	Iteration 31Q: 3 clusters Score -3703388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35859 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -3703388.000000 Penalty: 5340.175781
	Iteration 32Q: 3 clusters Score -3703388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35859 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -3703388.000000 Penalty: 5340.175781
	Iteration 33F: 3 clusters Score -3703388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Entering Unmasked Estep 
Score: -85074.523438 Penalty: 1769.057373
	Iteration 0F: 2 clusters Score -85074.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -82974.273438 Penalty: 3538.114746
	Iteration 0F: 3 clusters Score -82974.27 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -83281.679688 Penalty: 3538.114746
	Iteration 1F: 3 clusters Score -83281.68 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -83376.718750 Penalty: 3538.114746
	Iteration 2F: 3 clusters Score -83376.72 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -83427.500000 Penalty: 3538.114746
	Iteration 3Q: 3 clusters Score -83427.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -83471.828125 Penalty: 3538.114746
	Iteration 4Q: 3 clusters Score -83471.83 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -83504.242188 Penalty: 3538.114746
	Iteration 5Q: 3 clusters Score -83504.24 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -83527.492188 Penalty: 3538.114746
	Iteration 6Q: 3 clusters Score -83527.49 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -83538.507812 Penalty: 3538.114746
	Iteration 7Q: 3 clusters Score -83538.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -83544.156250 Penalty: 3538.114746
	Iteration 8Q: 3 clusters Score -83544.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -83551.390625 Penalty: 3538.114746
	Iteration 9Q: 3 clusters Score -83551.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -83566.195312 Penalty: 3538.114746
	Iteration 10Q: 3 clusters Score -83566.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -83574.179688 Penalty: 3538.114746
	Iteration 11Q: 3 clusters Score -83574.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -83576.914062 Penalty: 3538.114746
	Iteration 12Q: 3 clusters Score -83576.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -83576.914062 Penalty: 3538.114746
	Iteration 13F: 3 clusters Score -83576.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (152073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152073 members 
Entering Unmasked Estep 
Score: -12190658.000000 Penalty: 2959.164551
	Iteration 0F: 2 clusters Score -1.219066e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76136 members 
Mstep: Class 2 contains 75937 members 
Entering Unmasked Estep 
Score: -12088765.000000 Penalty: 5918.329102
	Iteration 0F: 3 clusters Score -1.208876e+07 nChanged 72806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77070 members 
Mstep: Class 2 contains 75003 members 
Entering Unmasked Estep 
Score: -12130736.000000 Penalty: 5918.329102
	Iteration 1F: 3 clusters Score -1.213074e+07 nChanged 4582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78156 members 
Mstep: Class 2 contains 73917 members 
Entering Unmasked Estep 
Score: -12131777.000000 Penalty: 5918.329102
	Iteration 2Q: 3 clusters Score -1.213178e+07 nChanged 5316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80034 members 
Mstep: Class 2 contains 72039 members 
Entering Unmasked Estep 
Score: -12133435.000000 Penalty: 5918.329102
	Iteration 3Q: 3 clusters Score -1.213344e+07 nChanged 6574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83096 members 
Mstep: Class 2 contains 68977 members 
Entering Unmasked Estep 
Score: -12136093.000000 Penalty: 5918.329102
	Iteration 4Q: 3 clusters Score -1.213609e+07 nChanged 8372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87904 members 
Mstep: Class 2 contains 64169 members 
Entering Unmasked Estep 
Score: -12140239.000000 Penalty: 5918.329102
	Iteration 5F: 3 clusters Score -1.214024e+07 nChanged 10439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94327 members 
Mstep: Class 2 contains 57746 members 
Entering Unmasked Estep 
Score: -12146468.000000 Penalty: 5918.329102
	Iteration 6F: 3 clusters Score -1.214647e+07 nChanged 11221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101666 members 
Mstep: Class 2 contains 50407 members 
Entering Unmasked Estep 
Score: -12153722.000000 Penalty: 5918.329102
	Iteration 7F: 3 clusters Score -1.215372e+07 nChanged 10670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109086 members 
Mstep: Class 2 contains 42987 members 
Entering Unmasked Estep 
Score: -12160348.000000 Penalty: 5918.329102
	Iteration 8F: 3 clusters Score -1.216035e+07 nChanged 8914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115906 members 
Mstep: Class 2 contains 36167 members 
Entering Unmasked Estep 
Score: -12165211.000000 Penalty: 5918.329102
	Iteration 9F: 3 clusters Score -1.216521e+07 nChanged 7150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122164 members 
Mstep: Class 2 contains 29909 members 
Entering Unmasked Estep 
Score: -12169101.000000 Penalty: 5918.329102
	Iteration 10Q: 3 clusters Score -1.21691e+07 nChanged 6012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127944 members 
Mstep: Class 2 contains 24129 members 
Entering Unmasked Estep 
Score: -12172455.000000 Penalty: 5918.329102
	Iteration 11Q: 3 clusters Score -1.217246e+07 nChanged 5325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133239 members 
Mstep: Class 2 contains 18834 members 
Entering Unmasked Estep 
Score: -12175591.000000 Penalty: 5918.329102
	Iteration 12Q: 3 clusters Score -1.217559e+07 nChanged 4873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138102 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -12178685.000000 Penalty: 5918.329102
	Iteration 13Q: 3 clusters Score -1.217868e+07 nChanged 4169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142269 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -12181545.000000 Penalty: 5918.329102
	Iteration 14Q: 3 clusters Score -1.218154e+07 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145503 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -12183738.000000 Penalty: 5918.329102
	Iteration 15Q: 3 clusters Score -1.218374e+07 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147870 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -12185501.000000 Penalty: 5918.329102
	Iteration 16Q: 3 clusters Score -1.21855e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149419 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -12186575.000000 Penalty: 5918.329102
	Iteration 17Q: 3 clusters Score -1.218658e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150350 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -12187258.000000 Penalty: 5918.329102
	Iteration 18Q: 3 clusters Score -1.218726e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150831 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -12187609.000000 Penalty: 5918.329102
	Iteration 19Q: 3 clusters Score -1.218761e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151075 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -12187817.000000 Penalty: 5918.329102
	Iteration 20F: 3 clusters Score -1.218782e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151217 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -12187975.000000 Penalty: 5918.329102
	Iteration 21Q: 3 clusters Score -1.218798e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151302 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -12188059.000000 Penalty: 5918.329102
	Iteration 22Q: 3 clusters Score -1.218806e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151349 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -12188122.000000 Penalty: 5918.329102
	Iteration 23Q: 3 clusters Score -1.218812e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151378 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -12188161.000000 Penalty: 5918.329102
	Iteration 24Q: 3 clusters Score -1.218816e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151404 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -12188201.000000 Penalty: 5918.329102
	Iteration 25Q: 3 clusters Score -1.21882e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151421 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -12188237.000000 Penalty: 5918.329102
	Iteration 26Q: 3 clusters Score -1.218824e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151427 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -12188265.000000 Penalty: 5918.329102
	Iteration 27Q: 3 clusters Score -1.218826e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151425 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -12188274.000000 Penalty: 5918.329102
	Iteration 28Q: 3 clusters Score -1.218827e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151435 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -12188285.000000 Penalty: 5918.329102
	Iteration 29Q: 3 clusters Score -1.218828e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151440 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -12188302.000000 Penalty: 5918.329102
	Iteration 30Q: 3 clusters Score -1.21883e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151446 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -12188306.000000 Penalty: 5918.329102
	Iteration 31Q: 3 clusters Score -1.218831e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151450 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -12188316.000000 Penalty: 5918.329102
	Iteration 32Q: 3 clusters Score -1.218832e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151450 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -12188337.000000 Penalty: 5918.329102
	Iteration 33Q: 3 clusters Score -1.218834e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151450 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -12188331.000000 Penalty: 5918.329102
	Iteration 34Q: 3 clusters Score -1.218833e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151457 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -12188343.000000 Penalty: 5918.329102
	Iteration 35Q: 3 clusters Score -1.218834e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151463 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -12188351.000000 Penalty: 5918.329102
	Iteration 36Q: 3 clusters Score -1.218835e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151468 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -12188356.000000 Penalty: 5918.329102
	Iteration 37Q: 3 clusters Score -1.218836e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151468 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -12188374.000000 Penalty: 5918.329102
	Iteration 38Q: 3 clusters Score -1.218837e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151467 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -12188370.000000 Penalty: 5918.329102
	Iteration 39Q: 3 clusters Score -1.218837e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151463 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -12188369.000000 Penalty: 5918.329102
	Iteration 40F: 3 clusters Score -1.218837e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151462 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -12188363.000000 Penalty: 5918.329102
	Iteration 41Q: 3 clusters Score -1.218836e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151461 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -12188365.000000 Penalty: 5918.329102
	Iteration 42Q: 3 clusters Score -1.218836e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151462 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -12188360.000000 Penalty: 5918.329102
	Iteration 43Q: 3 clusters Score -1.218836e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151463 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -12188364.000000 Penalty: 5918.329102
	Iteration 44Q: 3 clusters Score -1.218836e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151464 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -12188362.000000 Penalty: 5918.329102
	Iteration 45Q: 3 clusters Score -1.218836e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151463 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -12188363.000000 Penalty: 5918.329102
	Iteration 46Q: 3 clusters Score -1.218836e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151462 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -12188366.000000 Penalty: 5918.329102
	Iteration 47Q: 3 clusters Score -1.218837e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151462 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -12188361.000000 Penalty: 5918.329102
	Iteration 48Q: 3 clusters Score -1.218836e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151465 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -12188365.000000 Penalty: 5918.329102
	Iteration 49Q: 3 clusters Score -1.218836e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151466 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -12188368.000000 Penalty: 5918.329102
	Iteration 50Q: 3 clusters Score -1.218837e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151464 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -12188366.000000 Penalty: 5918.329102
	Iteration 51Q: 3 clusters Score -1.218837e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151464 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -12188359.000000 Penalty: 5918.329102
	Iteration 52Q: 3 clusters Score -1.218836e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151464 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -12188359.000000 Penalty: 5918.329102
	Iteration 53F: 3 clusters Score -1.218836e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Entering Unmasked Estep 
Score: -656856.750000 Penalty: 2255.180420
	Iteration 0F: 2 clusters Score -656856.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -649898.875000 Penalty: 4510.360840
	Iteration 0F: 3 clusters Score -649898.9 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -651966.062500 Penalty: 4510.360840
	Iteration 1F: 3 clusters Score -651966.1 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -652508.187500 Penalty: 4510.360840
	Iteration 2F: 3 clusters Score -652508.2 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -653065.750000 Penalty: 4510.360840
	Iteration 3F: 3 clusters Score -653065.8 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -653560.812500 Penalty: 4510.360840
	Iteration 4F: 3 clusters Score -653560.8 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -653942.312500 Penalty: 4510.360840
	Iteration 5F: 3 clusters Score -653942.3 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -654265.500000 Penalty: 4510.360840
	Iteration 6Q: 3 clusters Score -654265.5 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -654522.625000 Penalty: 4510.360840
	Iteration 7Q: 3 clusters Score -654522.6 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -654722.312500 Penalty: 4510.360840
	Iteration 8Q: 3 clusters Score -654722.3 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -654868.500000 Penalty: 4510.360840
	Iteration 9Q: 3 clusters Score -654868.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -654979.687500 Penalty: 4510.360840
	Iteration 10Q: 3 clusters Score -654979.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -655085.187500 Penalty: 4510.360840
	Iteration 11Q: 3 clusters Score -655085.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -655171.000000 Penalty: 4510.360840
	Iteration 12Q: 3 clusters Score -655171 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -655264.562500 Penalty: 4510.360840
	Iteration 13Q: 3 clusters Score -655264.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -655371.500000 Penalty: 4510.360840
	Iteration 14Q: 3 clusters Score -655371.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -655507.937500 Penalty: 4510.360840
	Iteration 15Q: 3 clusters Score -655507.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -655642.125000 Penalty: 4510.360840
	Iteration 16Q: 3 clusters Score -655642.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -655761.000000 Penalty: 4510.360840
	Iteration 17Q: 3 clusters Score -655761 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -655862.437500 Penalty: 4510.360840
	Iteration 18Q: 3 clusters Score -655862.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -655942.375000 Penalty: 4510.360840
	Iteration 19Q: 3 clusters Score -655942.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -656028.937500 Penalty: 4510.360840
	Iteration 20F: 3 clusters Score -656028.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -656131.312500 Penalty: 4510.360840
	Iteration 21Q: 3 clusters Score -656131.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -656243.875000 Penalty: 4510.360840
	Iteration 22Q: 3 clusters Score -656243.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -656414.750000 Penalty: 4510.360840
	Iteration 23Q: 3 clusters Score -656414.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -656621.250000 Penalty: 4510.360840
	Iteration 24Q: 3 clusters Score -656621.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -656777.937500 Penalty: 4510.360840
	Iteration 25Q: 3 clusters Score -656777.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -656853.437500 Penalty: 4510.360840
	Iteration 26Q: 3 clusters Score -656853.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -656886.875000 Penalty: 4510.360840
	Iteration 27Q: 3 clusters Score -656886.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -656903.500000 Penalty: 4510.360840
	Iteration 28Q: 3 clusters Score -656903.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -656915.312500 Penalty: 4510.360840
	Iteration 29Q: 3 clusters Score -656915.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -656917.875000 Penalty: 4510.360840
	Iteration 30Q: 3 clusters Score -656917.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -656921.062500 Penalty: 4510.360840
	Iteration 31Q: 3 clusters Score -656921.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -656921.562500 Penalty: 4510.360840
	Iteration 32Q: 3 clusters Score -656921.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -656923.375000 Penalty: 4510.360840
	Iteration 33Q: 3 clusters Score -656923.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -656926.250000 Penalty: 4510.360840
	Iteration 34Q: 3 clusters Score -656926.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -656926.875000 Penalty: 4510.360840
	Iteration 35Q: 3 clusters Score -656926.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -656927.125000 Penalty: 4510.360840
	Iteration 36Q: 3 clusters Score -656927.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -656927.125000 Penalty: 4510.360840
	Iteration 37F: 3 clusters Score -656927.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120810 members 
Mstep: Class 2 contains 47405 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152073 members 
Mstep: Class 5 contains 5694 members 
Mstep: Class 6 contains 9615 members 
Mstep: Class 7 contains 32578 members 
Mstep: Class 8 contains 3236 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3398 members 
Mstep: Class 11 contains 8131 members 
Mstep: Class 12 contains 13791 members 
Mstep: Class 13 contains 61404 members 
Mstep: Class 14 contains 2408 members 
Mstep: Class 15 contains 23363 members 
Mstep: Class 16 contains 4319 members 
Mstep: Class 17 contains 16386 members 
Mstep: Class 18 contains 75900 members 
Mstep: Class 19 contains 8720 members 
Mstep: Class 20 contains 21563 members 
Mstep: Class 21 contains 23629 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2247 members 
Mstep: Class 24 contains 61296 members 
Mstep: Class 25 contains 15503 members 
Mstep: Class 26 contains 4784 members 
Mstep: Class 27 contains 61605 members 
Mstep: Class 28 contains 5582 members 
Mstep: Class 29 contains 6233 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 77354 members 
Mstep: Class 32 contains 5007 members 
Mstep: Class 33 contains 7823 members 
Mstep: Class 34 contains 4038 members 
Mstep: Class 35 contains 531673 members 
Mstep: Class 36 contains 26573 members 
Mstep: Class 37 contains 3203 members 
Entering Unmasked Estep 
Score: -111987616.000000 Penalty: 130263.085938
Splitting cluster 5 changes total score from -111988632.000000 to -111987616.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (9615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Entering Unmasked Estep 
Score: -784613.125000 Penalty: 2274.427734
	Iteration 0F: 2 clusters Score -784613.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -777201.250000 Penalty: 4548.855469
	Iteration 0F: 3 clusters Score -777201.2 nChanged 3951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -779296.000000 Penalty: 4548.855469
	Iteration 1F: 3 clusters Score -779296 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -779569.312500 Penalty: 4548.855469
	Iteration 2F: 3 clusters Score -779569.3 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -779799.187500 Penalty: 4548.855469
	Iteration 3Q: 3 clusters Score -779799.2 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -780041.812500 Penalty: 4548.855469
	Iteration 4Q: 3 clusters Score -780041.8 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -780326.000000 Penalty: 4548.855469
	Iteration 5Q: 3 clusters Score -780326 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -780712.437500 Penalty: 4548.855469
	Iteration 6F: 3 clusters Score -780712.4 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -781143.187500 Penalty: 4548.855469
	Iteration 7F: 3 clusters Score -781143.2 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -781577.437500 Penalty: 4548.855469
	Iteration 8F: 3 clusters Score -781577.4 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -781975.312500 Penalty: 4548.855469
	Iteration 9F: 3 clusters Score -781975.3 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -782267.875000 Penalty: 4548.855469
	Iteration 10Q: 3 clusters Score -782267.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -782465.625000 Penalty: 4548.855469
	Iteration 11Q: 3 clusters Score -782465.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -782594.062500 Penalty: 4548.855469
	Iteration 12Q: 3 clusters Score -782594.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -782691.187500 Penalty: 4548.855469
	Iteration 13Q: 3 clusters Score -782691.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -782753.437500 Penalty: 4548.855469
	Iteration 14Q: 3 clusters Score -782753.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -782795.937500 Penalty: 4548.855469
	Iteration 15Q: 3 clusters Score -782795.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -782831.750000 Penalty: 4548.855469
	Iteration 16Q: 3 clusters Score -782831.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -782851.750000 Penalty: 4548.855469
	Iteration 17Q: 3 clusters Score -782851.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -782861.500000 Penalty: 4548.855469
	Iteration 18Q: 3 clusters Score -782861.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -782869.875000 Penalty: 4548.855469
	Iteration 19Q: 3 clusters Score -782869.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -782875.625000 Penalty: 4548.855469
	Iteration 20F: 3 clusters Score -782875.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -782876.062500 Penalty: 4548.855469
	Iteration 21Q: 3 clusters Score -782876.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -782878.875000 Penalty: 4548.855469
	Iteration 22Q: 3 clusters Score -782878.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -782882.312500 Penalty: 4548.855469
	Iteration 23Q: 3 clusters Score -782882.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -782885.125000 Penalty: 4548.855469
	Iteration 24Q: 3 clusters Score -782885.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -782886.312500 Penalty: 4548.855469
	Iteration 25Q: 3 clusters Score -782886.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -782885.687500 Penalty: 4548.855469
	Iteration 26Q: 3 clusters Score -782885.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -782887.062500 Penalty: 4548.855469
	Iteration 27Q: 3 clusters Score -782887.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -782888.000000 Penalty: 4548.855469
	Iteration 28Q: 3 clusters Score -782888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -782888.000000 Penalty: 4548.855469
	Iteration 29F: 3 clusters Score -782888 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (32578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32578 members 
Entering Unmasked Estep 
Score: -2669550.750000 Penalty: 2577.065430
	Iteration 0F: 2 clusters Score -2669551 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16432 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -2647359.000000 Penalty: 5154.130859
	Iteration 0F: 3 clusters Score -2647359 nChanged 14641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17565 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -2655348.000000 Penalty: 5154.130859
	Iteration 1F: 3 clusters Score -2655348 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18308 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -2655852.750000 Penalty: 5154.130859
	Iteration 2Q: 3 clusters Score -2655853 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19326 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -2656427.000000 Penalty: 5154.130859
	Iteration 3Q: 3 clusters Score -2656427 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20686 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -2657223.000000 Penalty: 5154.130859
	Iteration 4F: 3 clusters Score -2657223 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22537 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -2658465.000000 Penalty: 5154.130859
	Iteration 5F: 3 clusters Score -2658465 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24808 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -2660225.000000 Penalty: 5154.130859
	Iteration 6F: 3 clusters Score -2660225 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27236 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -2662365.250000 Penalty: 5154.130859
	Iteration 7F: 3 clusters Score -2662365 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29332 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -2664349.250000 Penalty: 5154.130859
	Iteration 8F: 3 clusters Score -2664349 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30801 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -2665748.500000 Penalty: 5154.130859
	Iteration 9Q: 3 clusters Score -2665748 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31593 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -2666490.500000 Penalty: 5154.130859
	Iteration 10Q: 3 clusters Score -2666490 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31969 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -2666846.000000 Penalty: 5154.130859
	Iteration 11Q: 3 clusters Score -2666846 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32152 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -2667039.750000 Penalty: 5154.130859
	Iteration 12Q: 3 clusters Score -2667040 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32230 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -2667135.000000 Penalty: 5154.130859
	Iteration 13Q: 3 clusters Score -2667135 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32268 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -2667192.750000 Penalty: 5154.130859
	Iteration 14Q: 3 clusters Score -2667193 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32288 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -2667234.000000 Penalty: 5154.130859
	Iteration 15Q: 3 clusters Score -2667234 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32296 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -2667250.250000 Penalty: 5154.130859
	Iteration 16Q: 3 clusters Score -2667250 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32303 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -2667265.000000 Penalty: 5154.130859
	Iteration 17Q: 3 clusters Score -2667265 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32306 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -2667273.500000 Penalty: 5154.130859
	Iteration 18Q: 3 clusters Score -2667274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32308 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -2667282.750000 Penalty: 5154.130859
	Iteration 19Q: 3 clusters Score -2667283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32310 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -2667285.750000 Penalty: 5154.130859
	Iteration 20F: 3 clusters Score -2667286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32313 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -2667295.500000 Penalty: 5154.130859
	Iteration 21Q: 3 clusters Score -2667296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32316 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -2667300.000000 Penalty: 5154.130859
	Iteration 22Q: 3 clusters Score -2667300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32318 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -2667302.000000 Penalty: 5154.130859
	Iteration 23Q: 3 clusters Score -2667302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32319 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -2667303.500000 Penalty: 5154.130859
	Iteration 24Q: 3 clusters Score -2667304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32319 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -2667303.500000 Penalty: 5154.130859
	Iteration 25F: 3 clusters Score -2667304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Entering Unmasked Estep 
Score: -217082.562500 Penalty: 2004.359131
	Iteration 0F: 2 clusters Score -217082.6 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 1611 members 
Entering Unmasked Estep 
Score: -213719.671875 Penalty: 4008.718262
	Iteration 0F: 3 clusters Score -213719.7 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -214538.328125 Penalty: 4008.718262
	Iteration 1F: 3 clusters Score -214538.3 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -214745.203125 Penalty: 4008.718262
	Iteration 2F: 3 clusters Score -214745.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -214879.218750 Penalty: 4008.718262
	Iteration 3F: 3 clusters Score -214879.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -214974.015625 Penalty: 4008.718262
	Iteration 4Q: 3 clusters Score -214974 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -215029.531250 Penalty: 4008.718262
	Iteration 5Q: 3 clusters Score -215029.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -215080.843750 Penalty: 4008.718262
	Iteration 6Q: 3 clusters Score -215080.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -215127.875000 Penalty: 4008.718262
	Iteration 7Q: 3 clusters Score -215127.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -215177.734375 Penalty: 4008.718262
	Iteration 8Q: 3 clusters Score -215177.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -215224.328125 Penalty: 4008.718262
	Iteration 9Q: 3 clusters Score -215224.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -215268.593750 Penalty: 4008.718262
	Iteration 10Q: 3 clusters Score -215268.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -215316.546875 Penalty: 4008.718262
	Iteration 11Q: 3 clusters Score -215316.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -215358.046875 Penalty: 4008.718262
	Iteration 12Q: 3 clusters Score -215358 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -215395.703125 Penalty: 4008.718262
	Iteration 13Q: 3 clusters Score -215395.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -215438.890625 Penalty: 4008.718262
	Iteration 14Q: 3 clusters Score -215438.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -215476.406250 Penalty: 4008.718262
	Iteration 15Q: 3 clusters Score -215476.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -215515.031250 Penalty: 4008.718262
	Iteration 16Q: 3 clusters Score -215515 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -215548.484375 Penalty: 4008.718262
	Iteration 17Q: 3 clusters Score -215548.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -215562.578125 Penalty: 4008.718262
	Iteration 18Q: 3 clusters Score -215562.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -215574.000000 Penalty: 4008.718262
	Iteration 19Q: 3 clusters Score -215574 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -215585.640625 Penalty: 4008.718262
	Iteration 20F: 3 clusters Score -215585.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -215598.156250 Penalty: 4008.718262
	Iteration 21Q: 3 clusters Score -215598.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -215608.578125 Penalty: 4008.718262
	Iteration 22Q: 3 clusters Score -215608.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -215614.828125 Penalty: 4008.718262
	Iteration 23Q: 3 clusters Score -215614.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -215620.953125 Penalty: 4008.718262
	Iteration 24Q: 3 clusters Score -215621 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -215623.593750 Penalty: 4008.718262
	Iteration 25Q: 3 clusters Score -215623.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -215624.718750 Penalty: 4008.718262
	Iteration 26Q: 3 clusters Score -215624.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -215625.687500 Penalty: 4008.718262
	Iteration 27Q: 3 clusters Score -215625.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -215627.203125 Penalty: 4008.718262
	Iteration 28Q: 3 clusters Score -215627.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -215628.687500 Penalty: 4008.718262
	Iteration 29Q: 3 clusters Score -215628.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -215629.859375 Penalty: 4008.718262
	Iteration 30Q: 3 clusters Score -215629.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -215630.296875 Penalty: 4008.718262
	Iteration 31Q: 3 clusters Score -215630.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -215630.468750 Penalty: 4008.718262
	Iteration 32Q: 3 clusters Score -215630.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -215630.468750 Penalty: 4008.718262
	Iteration 33F: 3 clusters Score -215630.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Entering Unmasked Estep 
Score: -226188.890625 Penalty: 1973.553589
	Iteration 0F: 2 clusters Score -226188.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -223028.984375 Penalty: 3947.107178
	Iteration 0F: 3 clusters Score -223029 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -223643.718750 Penalty: 3947.107178
	Iteration 1F: 3 clusters Score -223643.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -223790.281250 Penalty: 3947.107178
	Iteration 2F: 3 clusters Score -223790.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -223868.984375 Penalty: 3947.107178
	Iteration 3Q: 3 clusters Score -223869 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -223920.281250 Penalty: 3947.107178
	Iteration 4Q: 3 clusters Score -223920.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -223951.593750 Penalty: 3947.107178
	Iteration 5Q: 3 clusters Score -223951.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -223972.437500 Penalty: 3947.107178
	Iteration 6Q: 3 clusters Score -223972.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -223984.500000 Penalty: 3947.107178
	Iteration 7Q: 3 clusters Score -223984.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -223993.937500 Penalty: 3947.107178
	Iteration 8Q: 3 clusters Score -223993.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -224004.468750 Penalty: 3947.107178
	Iteration 9Q: 3 clusters Score -224004.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -224012.484375 Penalty: 3947.107178
	Iteration 10Q: 3 clusters Score -224012.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -224020.359375 Penalty: 3947.107178
	Iteration 11Q: 3 clusters Score -224020.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -224025.140625 Penalty: 3947.107178
	Iteration 12Q: 3 clusters Score -224025.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -224030.453125 Penalty: 3947.107178
	Iteration 13Q: 3 clusters Score -224030.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -224036.281250 Penalty: 3947.107178
	Iteration 14Q: 3 clusters Score -224036.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -224044.125000 Penalty: 3947.107178
	Iteration 15Q: 3 clusters Score -224044.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -224049.203125 Penalty: 3947.107178
	Iteration 16Q: 3 clusters Score -224049.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -224053.187500 Penalty: 3947.107178
	Iteration 17Q: 3 clusters Score -224053.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -224057.218750 Penalty: 3947.107178
	Iteration 18Q: 3 clusters Score -224057.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -224060.250000 Penalty: 3947.107178
	Iteration 19Q: 3 clusters Score -224060.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -224061.453125 Penalty: 3947.107178
	Iteration 20F: 3 clusters Score -224061.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -224062.687500 Penalty: 3947.107178
	Iteration 21Q: 3 clusters Score -224062.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -224062.687500 Penalty: 3947.107178
	Iteration 22F: 3 clusters Score -224062.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Entering Unmasked Estep 
Score: -263912.718750 Penalty: 2016.473755
	Iteration 0F: 2 clusters Score -263912.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -260390.968750 Penalty: 4032.947510
	Iteration 0F: 3 clusters Score -260391 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -261173.593750 Penalty: 4032.947510
	Iteration 1F: 3 clusters Score -261173.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -261379.156250 Penalty: 4032.947510
	Iteration 2F: 3 clusters Score -261379.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -261496.140625 Penalty: 4032.947510
	Iteration 3Q: 3 clusters Score -261496.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -261553.078125 Penalty: 4032.947510
	Iteration 4Q: 3 clusters Score -261553.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -261603.250000 Penalty: 4032.947510
	Iteration 5Q: 3 clusters Score -261603.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -261638.421875 Penalty: 4032.947510
	Iteration 6Q: 3 clusters Score -261638.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -261666.812500 Penalty: 4032.947510
	Iteration 7Q: 3 clusters Score -261666.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -261684.937500 Penalty: 4032.947510
	Iteration 8Q: 3 clusters Score -261684.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -261696.562500 Penalty: 4032.947510
	Iteration 9Q: 3 clusters Score -261696.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -261713.203125 Penalty: 4032.947510
	Iteration 10Q: 3 clusters Score -261713.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -261725.359375 Penalty: 4032.947510
	Iteration 11Q: 3 clusters Score -261725.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -261737.046875 Penalty: 4032.947510
	Iteration 12Q: 3 clusters Score -261737 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -261745.312500 Penalty: 4032.947510
	Iteration 13Q: 3 clusters Score -261745.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -261753.734375 Penalty: 4032.947510
	Iteration 14Q: 3 clusters Score -261753.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -261758.843750 Penalty: 4032.947510
	Iteration 15Q: 3 clusters Score -261758.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -261763.171875 Penalty: 4032.947510
	Iteration 16Q: 3 clusters Score -261763.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -261767.718750 Penalty: 4032.947510
	Iteration 17Q: 3 clusters Score -261767.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -261771.796875 Penalty: 4032.947510
	Iteration 18Q: 3 clusters Score -261771.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -261774.796875 Penalty: 4032.947510
	Iteration 19Q: 3 clusters Score -261774.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -261777.453125 Penalty: 4032.947510
	Iteration 20F: 3 clusters Score -261777.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -261778.718750 Penalty: 4032.947510
	Iteration 21Q: 3 clusters Score -261778.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -261780.281250 Penalty: 4032.947510
	Iteration 22Q: 3 clusters Score -261780.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -261780.796875 Penalty: 4032.947510
	Iteration 23Q: 3 clusters Score -261780.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -261781.203125 Penalty: 4032.947510
	Iteration 24Q: 3 clusters Score -261781.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -261782.109375 Penalty: 4032.947510
	Iteration 25Q: 3 clusters Score -261782.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -261782.609375 Penalty: 4032.947510
	Iteration 26Q: 3 clusters Score -261782.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -261782.609375 Penalty: 4032.947510
	Iteration 27F: 3 clusters Score -261782.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Entering Unmasked Estep 
Score: -629348.000000 Penalty: 2232.852783
	Iteration 0F: 2 clusters Score -629348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -622922.125000 Penalty: 4465.705566
	Iteration 0F: 3 clusters Score -622922.1 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -624951.812500 Penalty: 4465.705566
	Iteration 1F: 3 clusters Score -624951.8 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -625361.437500 Penalty: 4465.705566
	Iteration 2F: 3 clusters Score -625361.4 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -625653.562500 Penalty: 4465.705566
	Iteration 3F: 3 clusters Score -625653.6 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -625928.062500 Penalty: 4465.705566
	Iteration 4F: 3 clusters Score -625928.1 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -626193.375000 Penalty: 4465.705566
	Iteration 5Q: 3 clusters Score -626193.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -626461.625000 Penalty: 4465.705566
	Iteration 6Q: 3 clusters Score -626461.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -626722.000000 Penalty: 4465.705566
	Iteration 7Q: 3 clusters Score -626722 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -626924.812500 Penalty: 4465.705566
	Iteration 8Q: 3 clusters Score -626924.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -627060.250000 Penalty: 4465.705566
	Iteration 9Q: 3 clusters Score -627060.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -627161.437500 Penalty: 4465.705566
	Iteration 10Q: 3 clusters Score -627161.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -627225.875000 Penalty: 4465.705566
	Iteration 11Q: 3 clusters Score -627225.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -627281.500000 Penalty: 4465.705566
	Iteration 12Q: 3 clusters Score -627281.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -627321.000000 Penalty: 4465.705566
	Iteration 13Q: 3 clusters Score -627321 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -627348.562500 Penalty: 4465.705566
	Iteration 14Q: 3 clusters Score -627348.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -627371.812500 Penalty: 4465.705566
	Iteration 15Q: 3 clusters Score -627371.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -627397.562500 Penalty: 4465.705566
	Iteration 16Q: 3 clusters Score -627397.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -627415.750000 Penalty: 4465.705566
	Iteration 17Q: 3 clusters Score -627415.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -627427.812500 Penalty: 4465.705566
	Iteration 18Q: 3 clusters Score -627427.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -627443.312500 Penalty: 4465.705566
	Iteration 19Q: 3 clusters Score -627443.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -627453.500000 Penalty: 4465.705566
	Iteration 20F: 3 clusters Score -627453.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -627465.250000 Penalty: 4465.705566
	Iteration 21Q: 3 clusters Score -627465.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -627472.625000 Penalty: 4465.705566
	Iteration 22Q: 3 clusters Score -627472.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -627479.250000 Penalty: 4465.705566
	Iteration 23Q: 3 clusters Score -627479.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -627488.062500 Penalty: 4465.705566
	Iteration 24Q: 3 clusters Score -627488.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -627499.375000 Penalty: 4465.705566
	Iteration 25Q: 3 clusters Score -627499.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -627503.687500 Penalty: 4465.705566
	Iteration 26Q: 3 clusters Score -627503.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -627511.875000 Penalty: 4465.705566
	Iteration 27Q: 3 clusters Score -627511.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -627517.187500 Penalty: 4465.705566
	Iteration 28Q: 3 clusters Score -627517.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -627523.687500 Penalty: 4465.705566
	Iteration 29Q: 3 clusters Score -627523.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -627526.000000 Penalty: 4465.705566
	Iteration 30Q: 3 clusters Score -627526 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -627529.437500 Penalty: 4465.705566
	Iteration 31Q: 3 clusters Score -627529.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -627532.687500 Penalty: 4465.705566
	Iteration 32Q: 3 clusters Score -627532.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -627538.187500 Penalty: 4465.705566
	Iteration 33Q: 3 clusters Score -627538.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -627540.687500 Penalty: 4465.705566
	Iteration 34Q: 3 clusters Score -627540.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -627545.125000 Penalty: 4465.705566
	Iteration 35Q: 3 clusters Score -627545.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -627549.812500 Penalty: 4465.705566
	Iteration 36Q: 3 clusters Score -627549.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -627555.000000 Penalty: 4465.705566
	Iteration 37Q: 3 clusters Score -627555 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -627559.000000 Penalty: 4465.705566
	Iteration 38Q: 3 clusters Score -627559 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -627563.000000 Penalty: 4465.705566
	Iteration 39Q: 3 clusters Score -627563 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -627565.937500 Penalty: 4465.705566
	Iteration 40F: 3 clusters Score -627565.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -627568.375000 Penalty: 4465.705566
	Iteration 41Q: 3 clusters Score -627568.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -627575.187500 Penalty: 4465.705566
	Iteration 42Q: 3 clusters Score -627575.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -627580.125000 Penalty: 4465.705566
	Iteration 43Q: 3 clusters Score -627580.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -627585.312500 Penalty: 4465.705566
	Iteration 44Q: 3 clusters Score -627585.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -627587.187500 Penalty: 4465.705566
	Iteration 45Q: 3 clusters Score -627587.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -627592.625000 Penalty: 4465.705566
	Iteration 46Q: 3 clusters Score -627592.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -627599.312500 Penalty: 4465.705566
	Iteration 47Q: 3 clusters Score -627599.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -627606.375000 Penalty: 4465.705566
	Iteration 48Q: 3 clusters Score -627606.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -627609.562500 Penalty: 4465.705566
	Iteration 49Q: 3 clusters Score -627609.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -627612.625000 Penalty: 4465.705566
	Iteration 50Q: 3 clusters Score -627612.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -627613.187500 Penalty: 4465.705566
	Iteration 51Q: 3 clusters Score -627613.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -627615.562500 Penalty: 4465.705566
	Iteration 52Q: 3 clusters Score -627615.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -627620.062500 Penalty: 4465.705566
	Iteration 53Q: 3 clusters Score -627620.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -627621.437500 Penalty: 4465.705566
	Iteration 54Q: 3 clusters Score -627621.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -627622.812500 Penalty: 4465.705566
	Iteration 55Q: 3 clusters Score -627622.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -627626.312500 Penalty: 4465.705566
	Iteration 56Q: 3 clusters Score -627626.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -627628.687500 Penalty: 4465.705566
	Iteration 57Q: 3 clusters Score -627628.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -627631.875000 Penalty: 4465.705566
	Iteration 58Q: 3 clusters Score -627631.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -627634.562500 Penalty: 4465.705566
	Iteration 59Q: 3 clusters Score -627634.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -627637.000000 Penalty: 4465.705566
	Iteration 60F: 3 clusters Score -627637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -627637.750000 Penalty: 4465.705566
	Iteration 61Q: 3 clusters Score -627637.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -627639.062500 Penalty: 4465.705566
	Iteration 62Q: 3 clusters Score -627639.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -627638.875000 Penalty: 4465.705566
	Iteration 63Q: 3 clusters Score -627638.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -627640.250000 Penalty: 4465.705566
	Iteration 64Q: 3 clusters Score -627640.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -627643.000000 Penalty: 4465.705566
	Iteration 65Q: 3 clusters Score -627643 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -627645.187500 Penalty: 4465.705566
	Iteration 66Q: 3 clusters Score -627645.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -627646.312500 Penalty: 4465.705566
	Iteration 67Q: 3 clusters Score -627646.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -627646.750000 Penalty: 4465.705566
	Iteration 68Q: 3 clusters Score -627646.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -627647.125000 Penalty: 4465.705566
	Iteration 69Q: 3 clusters Score -627647.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -627648.500000 Penalty: 4465.705566
	Iteration 70Q: 3 clusters Score -627648.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -627648.687500 Penalty: 4465.705566
	Iteration 71Q: 3 clusters Score -627648.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -627650.750000 Penalty: 4465.705566
	Iteration 72Q: 3 clusters Score -627650.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -627650.875000 Penalty: 4465.705566
	Iteration 73Q: 3 clusters Score -627650.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -627650.875000 Penalty: 4465.705566
	Iteration 74Q: 3 clusters Score -627650.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -627650.687500 Penalty: 4465.705566
	Iteration 75Q: 3 clusters Score -627650.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -627650.687500 Penalty: 4465.705566
	Iteration 76F: 3 clusters Score -627650.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (13791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Entering Unmasked Estep 
Score: -1064965.625000 Penalty: 2363.879395
	Iteration 0F: 2 clusters Score -1064966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1055050.125000 Penalty: 4727.758789
	Iteration 0F: 3 clusters Score -1055050 nChanged 5726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1058107.125000 Penalty: 4727.758789
	Iteration 1F: 3 clusters Score -1058107 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1058439.125000 Penalty: 4727.758789
	Iteration 2F: 3 clusters Score -1058439 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1058692.500000 Penalty: 4727.758789
	Iteration 3Q: 3 clusters Score -1058692 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1058953.625000 Penalty: 4727.758789
	Iteration 4Q: 3 clusters Score -1058954 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -1059224.250000 Penalty: 4727.758789
	Iteration 5Q: 3 clusters Score -1059224 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1059526.875000 Penalty: 4727.758789
	Iteration 6Q: 3 clusters Score -1059527 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1059862.125000 Penalty: 4727.758789
	Iteration 7Q: 3 clusters Score -1059862 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1060206.625000 Penalty: 4727.758789
	Iteration 8Q: 3 clusters Score -1060207 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1060507.875000 Penalty: 4727.758789
	Iteration 9Q: 3 clusters Score -1060508 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1060801.875000 Penalty: 4727.758789
	Iteration 10Q: 3 clusters Score -1060802 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1061114.000000 Penalty: 4727.758789
	Iteration 11Q: 3 clusters Score -1061114 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1061425.875000 Penalty: 4727.758789
	Iteration 12Q: 3 clusters Score -1061426 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1061738.875000 Penalty: 4727.758789
	Iteration 13Q: 3 clusters Score -1061739 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1062010.000000 Penalty: 4727.758789
	Iteration 14Q: 3 clusters Score -1062010 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1062242.625000 Penalty: 4727.758789
	Iteration 15Q: 3 clusters Score -1062243 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1062435.500000 Penalty: 4727.758789
	Iteration 16Q: 3 clusters Score -1062436 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1062599.500000 Penalty: 4727.758789
	Iteration 17Q: 3 clusters Score -1062600 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1062753.500000 Penalty: 4727.758789
	Iteration 18Q: 3 clusters Score -1062754 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1062901.125000 Penalty: 4727.758789
	Iteration 19Q: 3 clusters Score -1062901 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1063035.750000 Penalty: 4727.758789
	Iteration 20F: 3 clusters Score -1063036 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1063146.750000 Penalty: 4727.758789
	Iteration 21Q: 3 clusters Score -1063147 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1063270.500000 Penalty: 4727.758789
	Iteration 22Q: 3 clusters Score -1063270 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1063396.125000 Penalty: 4727.758789
	Iteration 23Q: 3 clusters Score -1063396 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1063511.000000 Penalty: 4727.758789
	Iteration 24Q: 3 clusters Score -1063511 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1063605.875000 Penalty: 4727.758789
	Iteration 25Q: 3 clusters Score -1063606 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1063700.125000 Penalty: 4727.758789
	Iteration 26Q: 3 clusters Score -1063700 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1063772.500000 Penalty: 4727.758789
	Iteration 27Q: 3 clusters Score -1063772 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1063840.875000 Penalty: 4727.758789
	Iteration 28Q: 3 clusters Score -1063841 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1063907.375000 Penalty: 4727.758789
	Iteration 29Q: 3 clusters Score -1063907 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1063965.875000 Penalty: 4727.758789
	Iteration 30Q: 3 clusters Score -1063966 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -1064003.750000 Penalty: 4727.758789
	Iteration 31Q: 3 clusters Score -1064004 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -1064024.375000 Penalty: 4727.758789
	Iteration 32Q: 3 clusters Score -1064024 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1064036.250000 Penalty: 4727.758789
	Iteration 33Q: 3 clusters Score -1064036 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1064050.000000 Penalty: 4727.758789
	Iteration 34Q: 3 clusters Score -1064050 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1064058.000000 Penalty: 4727.758789
	Iteration 35Q: 3 clusters Score -1064058 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -1064062.625000 Penalty: 4727.758789
	Iteration 36Q: 3 clusters Score -1064063 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1064064.000000 Penalty: 4727.758789
	Iteration 37Q: 3 clusters Score -1064064 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -1064066.500000 Penalty: 4727.758789
	Iteration 38Q: 3 clusters Score -1064066 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -1064067.750000 Penalty: 4727.758789
	Iteration 39Q: 3 clusters Score -1064068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -1064066.125000 Penalty: 4727.758789
	Iteration 40F: 3 clusters Score -1064066 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1064068.375000 Penalty: 4727.758789
	Iteration 41Q: 3 clusters Score -1064068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -1064070.250000 Penalty: 4727.758789
	Iteration 42Q: 3 clusters Score -1064070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -1064071.750000 Penalty: 4727.758789
	Iteration 43Q: 3 clusters Score -1064072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1064069.625000 Penalty: 4727.758789
	Iteration 44Q: 3 clusters Score -1064070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1064072.250000 Penalty: 4727.758789
	Iteration 45Q: 3 clusters Score -1064072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1064072.125000 Penalty: 4727.758789
	Iteration 46Q: 3 clusters Score -1064072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -1064072.750000 Penalty: 4727.758789
	Iteration 47Q: 3 clusters Score -1064073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1064073.000000 Penalty: 4727.758789
	Iteration 48Q: 3 clusters Score -1064073 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1064074.125000 Penalty: 4727.758789
	Iteration 49Q: 3 clusters Score -1064074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -1064074.250000 Penalty: 4727.758789
	Iteration 50Q: 3 clusters Score -1064074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -1064074.875000 Penalty: 4727.758789
	Iteration 51Q: 3 clusters Score -1064075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1064074.500000 Penalty: 4727.758789
	Iteration 52Q: 3 clusters Score -1064074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1064074.500000 Penalty: 4727.758789
	Iteration 53F: 3 clusters Score -1064074 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (61404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61404 members 
Entering Unmasked Estep 
Score: -4810961.000000 Penalty: 2734.257080
	Iteration 0F: 2 clusters Score -4810961 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30686 members 
Mstep: Class 2 contains 30718 members 
Entering Unmasked Estep 
Score: -4769891.500000 Penalty: 5468.514160
	Iteration 0F: 3 clusters Score -4769892 nChanged 28458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30836 members 
Mstep: Class 2 contains 30568 members 
Entering Unmasked Estep 
Score: -4785426.000000 Penalty: 5468.514160
	Iteration 1F: 3 clusters Score -4785426 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30929 members 
Mstep: Class 2 contains 30475 members 
Entering Unmasked Estep 
Score: -4785935.000000 Penalty: 5468.514160
	Iteration 2Q: 3 clusters Score -4785935 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31045 members 
Mstep: Class 2 contains 30359 members 
Entering Unmasked Estep 
Score: -4786371.500000 Penalty: 5468.514160
	Iteration 3Q: 3 clusters Score -4786372 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31211 members 
Mstep: Class 2 contains 30193 members 
Entering Unmasked Estep 
Score: -4786837.000000 Penalty: 5468.514160
	Iteration 4Q: 3 clusters Score -4786837 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31475 members 
Mstep: Class 2 contains 29929 members 
Entering Unmasked Estep 
Score: -4787396.500000 Penalty: 5468.514160
	Iteration 5Q: 3 clusters Score -4787396 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31874 members 
Mstep: Class 2 contains 29530 members 
Entering Unmasked Estep 
Score: -4788076.500000 Penalty: 5468.514160
	Iteration 6Q: 3 clusters Score -4788076 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32394 members 
Mstep: Class 2 contains 29010 members 
Entering Unmasked Estep 
Score: -4788779.000000 Penalty: 5468.514160
	Iteration 7Q: 3 clusters Score -4788779 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33118 members 
Mstep: Class 2 contains 28286 members 
Entering Unmasked Estep 
Score: -4789721.500000 Penalty: 5468.514160
	Iteration 8Q: 3 clusters Score -4789722 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34143 members 
Mstep: Class 2 contains 27261 members 
Entering Unmasked Estep 
Score: -4790908.000000 Penalty: 5468.514160
	Iteration 9Q: 3 clusters Score -4790908 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35401 members 
Mstep: Class 2 contains 26003 members 
Entering Unmasked Estep 
Score: -4792401.000000 Penalty: 5468.514160
	Iteration 10Q: 3 clusters Score -4792401 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36880 members 
Mstep: Class 2 contains 24524 members 
Entering Unmasked Estep 
Score: -4794262.500000 Penalty: 5468.514160
	Iteration 11F: 3 clusters Score -4794262 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38401 members 
Mstep: Class 2 contains 23003 members 
Entering Unmasked Estep 
Score: -4796365.000000 Penalty: 5468.514160
	Iteration 12F: 3 clusters Score -4796365 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39734 members 
Mstep: Class 2 contains 21670 members 
Entering Unmasked Estep 
Score: -4798163.500000 Penalty: 5468.514160
	Iteration 13Q: 3 clusters Score -4798164 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40879 members 
Mstep: Class 2 contains 20525 members 
Entering Unmasked Estep 
Score: -4799314.500000 Penalty: 5468.514160
	Iteration 14Q: 3 clusters Score -4799314 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41970 members 
Mstep: Class 2 contains 19434 members 
Entering Unmasked Estep 
Score: -4799933.500000 Penalty: 5468.514160
	Iteration 15Q: 3 clusters Score -4799934 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43041 members 
Mstep: Class 2 contains 18363 members 
Entering Unmasked Estep 
Score: -4800396.500000 Penalty: 5468.514160
	Iteration 16Q: 3 clusters Score -4800396 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44075 members 
Mstep: Class 2 contains 17329 members 
Entering Unmasked Estep 
Score: -4800740.500000 Penalty: 5468.514160
	Iteration 17Q: 3 clusters Score -4800740 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45116 members 
Mstep: Class 2 contains 16288 members 
Entering Unmasked Estep 
Score: -4801080.500000 Penalty: 5468.514160
	Iteration 18Q: 3 clusters Score -4801080 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46218 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -4801451.000000 Penalty: 5468.514160
	Iteration 19Q: 3 clusters Score -4801451 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47342 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -4801830.500000 Penalty: 5468.514160
	Iteration 20F: 3 clusters Score -4801830 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48499 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -4802227.500000 Penalty: 5468.514160
	Iteration 21Q: 3 clusters Score -4802228 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49706 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -4802733.000000 Penalty: 5468.514160
	Iteration 22Q: 3 clusters Score -4802733 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50926 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -4803312.500000 Penalty: 5468.514160
	Iteration 23Q: 3 clusters Score -4803312 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52137 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -4803870.000000 Penalty: 5468.514160
	Iteration 24Q: 3 clusters Score -4803870 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53275 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -4804464.000000 Penalty: 5468.514160
	Iteration 25Q: 3 clusters Score -4804464 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54375 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -4805024.500000 Penalty: 5468.514160
	Iteration 26Q: 3 clusters Score -4805024 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55368 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -4805536.500000 Penalty: 5468.514160
	Iteration 27Q: 3 clusters Score -4805536 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56253 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -4806041.000000 Penalty: 5468.514160
	Iteration 28Q: 3 clusters Score -4806041 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57076 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -4806505.000000 Penalty: 5468.514160
	Iteration 29Q: 3 clusters Score -4806505 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57812 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -4806941.000000 Penalty: 5468.514160
	Iteration 30Q: 3 clusters Score -4806941 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58404 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -4807287.500000 Penalty: 5468.514160
	Iteration 31Q: 3 clusters Score -4807288 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58906 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -4807615.000000 Penalty: 5468.514160
	Iteration 32Q: 3 clusters Score -4807615 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59321 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -4807849.500000 Penalty: 5468.514160
	Iteration 33Q: 3 clusters Score -4807850 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59643 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -4808035.500000 Penalty: 5468.514160
	Iteration 34Q: 3 clusters Score -4808036 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59905 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -4808193.500000 Penalty: 5468.514160
	Iteration 35Q: 3 clusters Score -4808194 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60086 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -4808318.500000 Penalty: 5468.514160
	Iteration 36Q: 3 clusters Score -4808318 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60226 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -4808397.500000 Penalty: 5468.514160
	Iteration 37Q: 3 clusters Score -4808398 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60322 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -4808436.500000 Penalty: 5468.514160
	Iteration 38Q: 3 clusters Score -4808436 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60404 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -4808497.500000 Penalty: 5468.514160
	Iteration 39Q: 3 clusters Score -4808498 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60470 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -4808538.000000 Penalty: 5468.514160
	Iteration 40F: 3 clusters Score -4808538 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60527 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -4808587.500000 Penalty: 5468.514160
	Iteration 41Q: 3 clusters Score -4808588 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60574 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -4808600.500000 Penalty: 5468.514160
	Iteration 42Q: 3 clusters Score -4808600 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60603 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -4808614.500000 Penalty: 5468.514160
	Iteration 43Q: 3 clusters Score -4808614 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60625 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -4808632.500000 Penalty: 5468.514160
	Iteration 44Q: 3 clusters Score -4808632 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60645 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -4808646.000000 Penalty: 5468.514160
	Iteration 45Q: 3 clusters Score -4808646 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60665 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -4808658.000000 Penalty: 5468.514160
	Iteration 46Q: 3 clusters Score -4808658 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60683 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -4808674.000000 Penalty: 5468.514160
	Iteration 47Q: 3 clusters Score -4808674 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60693 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -4808670.500000 Penalty: 5468.514160
	Iteration 48Q: 3 clusters Score -4808670 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60701 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -4808686.000000 Penalty: 5468.514160
	Iteration 49Q: 3 clusters Score -4808686 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60710 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -4808694.500000 Penalty: 5468.514160
	Iteration 50Q: 3 clusters Score -4808694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60714 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -4808698.500000 Penalty: 5468.514160
	Iteration 51Q: 3 clusters Score -4808698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60715 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -4808704.500000 Penalty: 5468.514160
	Iteration 52Q: 3 clusters Score -4808704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60720 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -4808702.000000 Penalty: 5468.514160
	Iteration 53Q: 3 clusters Score -4808702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60722 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -4808697.500000 Penalty: 5468.514160
	Iteration 54Q: 3 clusters Score -4808698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60723 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -4808698.000000 Penalty: 5468.514160
	Iteration 55Q: 3 clusters Score -4808698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60724 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -4808700.500000 Penalty: 5468.514160
	Iteration 56Q: 3 clusters Score -4808700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60725 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -4808701.500000 Penalty: 5468.514160
	Iteration 57Q: 3 clusters Score -4808702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60725 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -4808700.500000 Penalty: 5468.514160
	Iteration 58Q: 3 clusters Score -4808700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60728 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -4808704.500000 Penalty: 5468.514160
	Iteration 59Q: 3 clusters Score -4808704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60735 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -4808714.000000 Penalty: 5468.514160
	Iteration 60F: 3 clusters Score -4808714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60741 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -4808713.500000 Penalty: 5468.514160
	Iteration 61Q: 3 clusters Score -4808714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60744 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -4808710.000000 Penalty: 5468.514160
	Iteration 62Q: 3 clusters Score -4808710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60747 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -4808713.000000 Penalty: 5468.514160
	Iteration 63Q: 3 clusters Score -4808713 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60750 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -4808713.500000 Penalty: 5468.514160
	Iteration 64Q: 3 clusters Score -4808714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60750 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -4808713.500000 Penalty: 5468.514160
	Iteration 65F: 3 clusters Score -4808714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Entering Unmasked Estep 
Score: -150185.609375 Penalty: 1931.064941
	Iteration 0F: 2 clusters Score -150185.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -147396.781250 Penalty: 3862.129883
	Iteration 0F: 3 clusters Score -147396.8 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -148228.796875 Penalty: 3862.129883
	Iteration 1F: 3 clusters Score -148228.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -148565.015625 Penalty: 3862.129883
	Iteration 2F: 3 clusters Score -148565 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -148744.718750 Penalty: 3862.129883
	Iteration 3F: 3 clusters Score -148744.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -148859.296875 Penalty: 3862.129883
	Iteration 4Q: 3 clusters Score -148859.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -148922.484375 Penalty: 3862.129883
	Iteration 5Q: 3 clusters Score -148922.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -148962.156250 Penalty: 3862.129883
	Iteration 6Q: 3 clusters Score -148962.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -148994.453125 Penalty: 3862.129883
	Iteration 7Q: 3 clusters Score -148994.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -149017.468750 Penalty: 3862.129883
	Iteration 8Q: 3 clusters Score -149017.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -149032.437500 Penalty: 3862.129883
	Iteration 9Q: 3 clusters Score -149032.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -149051.218750 Penalty: 3862.129883
	Iteration 10Q: 3 clusters Score -149051.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -149060.078125 Penalty: 3862.129883
	Iteration 11Q: 3 clusters Score -149060.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -149067.218750 Penalty: 3862.129883
	Iteration 12Q: 3 clusters Score -149067.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -149072.140625 Penalty: 3862.129883
	Iteration 13Q: 3 clusters Score -149072.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -149075.015625 Penalty: 3862.129883
	Iteration 14Q: 3 clusters Score -149075 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -149080.000000 Penalty: 3862.129883
	Iteration 15Q: 3 clusters Score -149080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -149084.718750 Penalty: 3862.129883
	Iteration 16Q: 3 clusters Score -149084.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -149088.328125 Penalty: 3862.129883
	Iteration 17Q: 3 clusters Score -149088.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -149089.968750 Penalty: 3862.129883
	Iteration 18Q: 3 clusters Score -149090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -149090.375000 Penalty: 3862.129883
	Iteration 19Q: 3 clusters Score -149090.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -149090.906250 Penalty: 3862.129883
	Iteration 20F: 3 clusters Score -149090.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -149091.218750 Penalty: 3862.129883
	Iteration 21Q: 3 clusters Score -149091.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -149091.218750 Penalty: 3862.129883
	Iteration 22F: 3 clusters Score -149091.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (23363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23363 members 
Entering Unmasked Estep 
Score: -1844856.375000 Penalty: 2494.609375
	Iteration 0F: 2 clusters Score -1844856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -1828665.125000 Penalty: 4989.218750
	Iteration 0F: 3 clusters Score -1828665 nChanged 10309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -1834440.500000 Penalty: 4989.218750
	Iteration 1F: 3 clusters Score -1834440 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -1835076.125000 Penalty: 4989.218750
	Iteration 2F: 3 clusters Score -1835076 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -1835752.500000 Penalty: 4989.218750
	Iteration 3F: 3 clusters Score -1835752 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -1836523.750000 Penalty: 4989.218750
	Iteration 4F: 3 clusters Score -1836524 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -1837324.875000 Penalty: 4989.218750
	Iteration 5F: 3 clusters Score -1837325 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -1838094.625000 Penalty: 4989.218750
	Iteration 6F: 3 clusters Score -1838095 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -1838862.875000 Penalty: 4989.218750
	Iteration 7F: 3 clusters Score -1838863 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -1839591.125000 Penalty: 4989.218750
	Iteration 8F: 3 clusters Score -1839591 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -1840247.250000 Penalty: 4989.218750
	Iteration 9Q: 3 clusters Score -1840247 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -1840810.125000 Penalty: 4989.218750
	Iteration 10Q: 3 clusters Score -1840810 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16757 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1841270.750000 Penalty: 4989.218750
	Iteration 11Q: 3 clusters Score -1841271 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17439 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1841656.375000 Penalty: 4989.218750
	Iteration 12Q: 3 clusters Score -1841656 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18095 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1842022.625000 Penalty: 4989.218750
	Iteration 13Q: 3 clusters Score -1842023 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18716 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1842372.750000 Penalty: 4989.218750
	Iteration 14Q: 3 clusters Score -1842373 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19317 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1842706.750000 Penalty: 4989.218750
	Iteration 15Q: 3 clusters Score -1842707 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19851 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1843025.500000 Penalty: 4989.218750
	Iteration 16Q: 3 clusters Score -1843026 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20340 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1843344.750000 Penalty: 4989.218750
	Iteration 17Q: 3 clusters Score -1843345 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20746 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1843586.500000 Penalty: 4989.218750
	Iteration 18Q: 3 clusters Score -1843586 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21070 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1843781.000000 Penalty: 4989.218750
	Iteration 19Q: 3 clusters Score -1843781 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21327 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1843923.250000 Penalty: 4989.218750
	Iteration 20F: 3 clusters Score -1843923 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21513 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1844031.625000 Penalty: 4989.218750
	Iteration 21Q: 3 clusters Score -1844032 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21664 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1844109.250000 Penalty: 4989.218750
	Iteration 22Q: 3 clusters Score -1844109 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21776 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1844191.875000 Penalty: 4989.218750
	Iteration 23Q: 3 clusters Score -1844192 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21872 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1844255.000000 Penalty: 4989.218750
	Iteration 24Q: 3 clusters Score -1844255 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21939 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1844303.250000 Penalty: 4989.218750
	Iteration 25Q: 3 clusters Score -1844303 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21992 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1844345.250000 Penalty: 4989.218750
	Iteration 26Q: 3 clusters Score -1844345 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22040 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1844389.625000 Penalty: 4989.218750
	Iteration 27Q: 3 clusters Score -1844390 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22080 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1844407.250000 Penalty: 4989.218750
	Iteration 28Q: 3 clusters Score -1844407 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22104 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1844416.000000 Penalty: 4989.218750
	Iteration 29Q: 3 clusters Score -1844416 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22120 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1844421.625000 Penalty: 4989.218750
	Iteration 30Q: 3 clusters Score -1844422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22127 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1844424.375000 Penalty: 4989.218750
	Iteration 31Q: 3 clusters Score -1844424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22131 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1844429.250000 Penalty: 4989.218750
	Iteration 32Q: 3 clusters Score -1844429 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22134 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1844429.125000 Penalty: 4989.218750
	Iteration 33Q: 3 clusters Score -1844429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22135 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1844428.500000 Penalty: 4989.218750
	Iteration 34Q: 3 clusters Score -1844428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22136 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1844428.625000 Penalty: 4989.218750
	Iteration 35Q: 3 clusters Score -1844429 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22136 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1844428.625000 Penalty: 4989.218750
	Iteration 36F: 3 clusters Score -1844429 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Entering Unmasked Estep 
Score: -334204.812500 Penalty: 2075.953125
	Iteration 0F: 2 clusters Score -334204.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -330112.031250 Penalty: 4151.906250
	Iteration 0F: 3 clusters Score -330112 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -331021.843750 Penalty: 4151.906250
	Iteration 1F: 3 clusters Score -331021.8 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -331254.968750 Penalty: 4151.906250
	Iteration 2F: 3 clusters Score -331255 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -331387.937500 Penalty: 4151.906250
	Iteration 3F: 3 clusters Score -331387.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -331476.812500 Penalty: 4151.906250
	Iteration 4Q: 3 clusters Score -331476.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -331537.343750 Penalty: 4151.906250
	Iteration 5Q: 3 clusters Score -331537.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -331576.187500 Penalty: 4151.906250
	Iteration 6Q: 3 clusters Score -331576.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -331618.968750 Penalty: 4151.906250
	Iteration 7Q: 3 clusters Score -331619 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -331665.250000 Penalty: 4151.906250
	Iteration 8Q: 3 clusters Score -331665.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -331699.812500 Penalty: 4151.906250
	Iteration 9Q: 3 clusters Score -331699.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -331740.500000 Penalty: 4151.906250
	Iteration 10Q: 3 clusters Score -331740.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -331783.593750 Penalty: 4151.906250
	Iteration 11Q: 3 clusters Score -331783.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -331828.156250 Penalty: 4151.906250
	Iteration 12Q: 3 clusters Score -331828.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -331868.062500 Penalty: 4151.906250
	Iteration 13Q: 3 clusters Score -331868.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -331904.343750 Penalty: 4151.906250
	Iteration 14Q: 3 clusters Score -331904.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -331936.406250 Penalty: 4151.906250
	Iteration 15Q: 3 clusters Score -331936.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -331980.093750 Penalty: 4151.906250
	Iteration 16Q: 3 clusters Score -331980.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -332018.406250 Penalty: 4151.906250
	Iteration 17Q: 3 clusters Score -332018.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -332058.656250 Penalty: 4151.906250
	Iteration 18Q: 3 clusters Score -332058.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -332091.375000 Penalty: 4151.906250
	Iteration 19Q: 3 clusters Score -332091.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -332125.250000 Penalty: 4151.906250
	Iteration 20F: 3 clusters Score -332125.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -332160.281250 Penalty: 4151.906250
	Iteration 21Q: 3 clusters Score -332160.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -332190.562500 Penalty: 4151.906250
	Iteration 22Q: 3 clusters Score -332190.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -332217.812500 Penalty: 4151.906250
	Iteration 23Q: 3 clusters Score -332217.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -332239.593750 Penalty: 4151.906250
	Iteration 24Q: 3 clusters Score -332239.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -332262.781250 Penalty: 4151.906250
	Iteration 25Q: 3 clusters Score -332262.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -332285.031250 Penalty: 4151.906250
	Iteration 26Q: 3 clusters Score -332285 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -332307.937500 Penalty: 4151.906250
	Iteration 27Q: 3 clusters Score -332307.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -332331.875000 Penalty: 4151.906250
	Iteration 28Q: 3 clusters Score -332331.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -332354.031250 Penalty: 4151.906250
	Iteration 29Q: 3 clusters Score -332354 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -332372.250000 Penalty: 4151.906250
	Iteration 30Q: 3 clusters Score -332372.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -332383.218750 Penalty: 4151.906250
	Iteration 31Q: 3 clusters Score -332383.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -332392.687500 Penalty: 4151.906250
	Iteration 32Q: 3 clusters Score -332392.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -332396.625000 Penalty: 4151.906250
	Iteration 33Q: 3 clusters Score -332396.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -332401.937500 Penalty: 4151.906250
	Iteration 34Q: 3 clusters Score -332401.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -332405.250000 Penalty: 4151.906250
	Iteration 35Q: 3 clusters Score -332405.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -332411.437500 Penalty: 4151.906250
	Iteration 36Q: 3 clusters Score -332411.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -332417.406250 Penalty: 4151.906250
	Iteration 37Q: 3 clusters Score -332417.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -332421.968750 Penalty: 4151.906250
	Iteration 38Q: 3 clusters Score -332422 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -332428.781250 Penalty: 4151.906250
	Iteration 39Q: 3 clusters Score -332428.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -332433.500000 Penalty: 4151.906250
	Iteration 40F: 3 clusters Score -332433.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -332439.312500 Penalty: 4151.906250
	Iteration 41Q: 3 clusters Score -332439.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -332444.937500 Penalty: 4151.906250
	Iteration 42Q: 3 clusters Score -332444.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -332448.750000 Penalty: 4151.906250
	Iteration 43Q: 3 clusters Score -332448.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -332453.375000 Penalty: 4151.906250
	Iteration 44Q: 3 clusters Score -332453.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -332458.687500 Penalty: 4151.906250
	Iteration 45Q: 3 clusters Score -332458.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -332462.500000 Penalty: 4151.906250
	Iteration 46Q: 3 clusters Score -332462.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -332465.593750 Penalty: 4151.906250
	Iteration 47Q: 3 clusters Score -332465.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -332470.250000 Penalty: 4151.906250
	Iteration 48Q: 3 clusters Score -332470.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -332472.437500 Penalty: 4151.906250
	Iteration 49Q: 3 clusters Score -332472.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -332472.812500 Penalty: 4151.906250
	Iteration 50Q: 3 clusters Score -332472.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -332473.843750 Penalty: 4151.906250
	Iteration 51Q: 3 clusters Score -332473.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -332473.843750 Penalty: 4151.906250
	Iteration 52F: 3 clusters Score -332473.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (16386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16386 members 
Entering Unmasked Estep 
Score: -1349525.625000 Penalty: 2406.637207
	Iteration 0F: 2 clusters Score -1349526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1337755.000000 Penalty: 4813.274414
	Iteration 0F: 3 clusters Score -1337755 nChanged 7055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -1341778.000000 Penalty: 4813.274414
	Iteration 1F: 3 clusters Score -1341778 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -1342459.125000 Penalty: 4813.274414
	Iteration 2F: 3 clusters Score -1342459 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1343127.125000 Penalty: 4813.274414
	Iteration 3F: 3 clusters Score -1343127 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1343787.750000 Penalty: 4813.274414
	Iteration 4F: 3 clusters Score -1343788 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -1344450.750000 Penalty: 4813.274414
	Iteration 5F: 3 clusters Score -1344451 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -1345108.875000 Penalty: 4813.274414
	Iteration 6F: 3 clusters Score -1345109 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -1345710.875000 Penalty: 4813.274414
	Iteration 7F: 3 clusters Score -1345711 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -1346248.375000 Penalty: 4813.274414
	Iteration 8Q: 3 clusters Score -1346248 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -1346633.125000 Penalty: 4813.274414
	Iteration 9Q: 3 clusters Score -1346633 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -1346903.375000 Penalty: 4813.274414
	Iteration 10Q: 3 clusters Score -1346903 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -1347067.375000 Penalty: 4813.274414
	Iteration 11Q: 3 clusters Score -1347067 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -1347177.250000 Penalty: 4813.274414
	Iteration 12Q: 3 clusters Score -1347177 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -1347253.000000 Penalty: 4813.274414
	Iteration 13Q: 3 clusters Score -1347253 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -1347302.375000 Penalty: 4813.274414
	Iteration 14Q: 3 clusters Score -1347302 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -1347335.750000 Penalty: 4813.274414
	Iteration 15Q: 3 clusters Score -1347336 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -1347374.625000 Penalty: 4813.274414
	Iteration 16Q: 3 clusters Score -1347375 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -1347404.625000 Penalty: 4813.274414
	Iteration 17Q: 3 clusters Score -1347405 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -1347442.000000 Penalty: 4813.274414
	Iteration 18Q: 3 clusters Score -1347442 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -1347465.625000 Penalty: 4813.274414
	Iteration 19Q: 3 clusters Score -1347466 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -1347491.375000 Penalty: 4813.274414
	Iteration 20F: 3 clusters Score -1347491 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -1347512.125000 Penalty: 4813.274414
	Iteration 21Q: 3 clusters Score -1347512 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -1347542.000000 Penalty: 4813.274414
	Iteration 22Q: 3 clusters Score -1347542 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -1347572.750000 Penalty: 4813.274414
	Iteration 23Q: 3 clusters Score -1347573 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -1347600.625000 Penalty: 4813.274414
	Iteration 24Q: 3 clusters Score -1347601 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -1347633.500000 Penalty: 4813.274414
	Iteration 25Q: 3 clusters Score -1347634 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -1347659.750000 Penalty: 4813.274414
	Iteration 26Q: 3 clusters Score -1347660 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -1347682.875000 Penalty: 4813.274414
	Iteration 27Q: 3 clusters Score -1347683 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -1347703.875000 Penalty: 4813.274414
	Iteration 28Q: 3 clusters Score -1347704 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -1347717.375000 Penalty: 4813.274414
	Iteration 29Q: 3 clusters Score -1347717 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -1347745.250000 Penalty: 4813.274414
	Iteration 30Q: 3 clusters Score -1347745 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -1347771.125000 Penalty: 4813.274414
	Iteration 31Q: 3 clusters Score -1347771 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 14100 members 
Entering Unmasked Estep 
Score: -1347788.125000 Penalty: 4813.274414
	Iteration 32Q: 3 clusters Score -1347788 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -1347810.125000 Penalty: 4813.274414
	Iteration 33Q: 3 clusters Score -1347810 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -1347823.250000 Penalty: 4813.274414
	Iteration 34Q: 3 clusters Score -1347823 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -1347839.250000 Penalty: 4813.274414
	Iteration 35Q: 3 clusters Score -1347839 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -1347855.500000 Penalty: 4813.274414
	Iteration 36Q: 3 clusters Score -1347856 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -1347875.125000 Penalty: 4813.274414
	Iteration 37Q: 3 clusters Score -1347875 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -1347893.625000 Penalty: 4813.274414
	Iteration 38Q: 3 clusters Score -1347894 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -1347911.750000 Penalty: 4813.274414
	Iteration 39Q: 3 clusters Score -1347912 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -1347923.750000 Penalty: 4813.274414
	Iteration 40F: 3 clusters Score -1347924 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
Score: -1347944.875000 Penalty: 4813.274414
	Iteration 41Q: 3 clusters Score -1347945 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -1347960.750000 Penalty: 4813.274414
	Iteration 42Q: 3 clusters Score -1347961 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -1347983.625000 Penalty: 4813.274414
	Iteration 43Q: 3 clusters Score -1347984 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -1348000.375000 Penalty: 4813.274414
	Iteration 44Q: 3 clusters Score -1348000 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -1348013.875000 Penalty: 4813.274414
	Iteration 45Q: 3 clusters Score -1348014 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 14845 members 
Entering Unmasked Estep 
Score: -1348022.875000 Penalty: 4813.274414
	Iteration 46Q: 3 clusters Score -1348023 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -1348037.375000 Penalty: 4813.274414
	Iteration 47Q: 3 clusters Score -1348037 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -1348050.125000 Penalty: 4813.274414
	Iteration 48Q: 3 clusters Score -1348050 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -1348062.250000 Penalty: 4813.274414
	Iteration 49Q: 3 clusters Score -1348062 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -1348068.500000 Penalty: 4813.274414
	Iteration 50Q: 3 clusters Score -1348068 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -1348081.125000 Penalty: 4813.274414
	Iteration 51Q: 3 clusters Score -1348081 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -1348083.875000 Penalty: 4813.274414
	Iteration 52Q: 3 clusters Score -1348084 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -1348100.000000 Penalty: 4813.274414
	Iteration 53Q: 3 clusters Score -1348100 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -1348112.125000 Penalty: 4813.274414
	Iteration 54Q: 3 clusters Score -1348112 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
Score: -1348120.875000 Penalty: 4813.274414
	Iteration 55Q: 3 clusters Score -1348121 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
Score: -1348123.875000 Penalty: 4813.274414
	Iteration 56Q: 3 clusters Score -1348124 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -1348131.500000 Penalty: 4813.274414
	Iteration 57Q: 3 clusters Score -1348132 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -1348136.000000 Penalty: 4813.274414
	Iteration 58Q: 3 clusters Score -1348136 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 15183 members 
Entering Unmasked Estep 
Score: -1348142.750000 Penalty: 4813.274414
	Iteration 59Q: 3 clusters Score -1348143 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -1348145.125000 Penalty: 4813.274414
	Iteration 60F: 3 clusters Score -1348145 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -1348151.375000 Penalty: 4813.274414
	Iteration 61Q: 3 clusters Score -1348151 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -1348151.125000 Penalty: 4813.274414
	Iteration 62Q: 3 clusters Score -1348151 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -1348158.625000 Penalty: 4813.274414
	Iteration 63Q: 3 clusters Score -1348159 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -1348168.750000 Penalty: 4813.274414
	Iteration 64Q: 3 clusters Score -1348169 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 15280 members 
Entering Unmasked Estep 
Score: -1348172.750000 Penalty: 4813.274414
	Iteration 65Q: 3 clusters Score -1348173 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -1348176.750000 Penalty: 4813.274414
	Iteration 66Q: 3 clusters Score -1348177 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -1348182.125000 Penalty: 4813.274414
	Iteration 67Q: 3 clusters Score -1348182 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -1348187.375000 Penalty: 4813.274414
	Iteration 68Q: 3 clusters Score -1348187 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 15322 members 
Entering Unmasked Estep 
Score: -1348191.750000 Penalty: 4813.274414
	Iteration 69Q: 3 clusters Score -1348192 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 15332 members 
Entering Unmasked Estep 
Score: -1348195.375000 Penalty: 4813.274414
	Iteration 70Q: 3 clusters Score -1348195 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
Score: -1348195.875000 Penalty: 4813.274414
	Iteration 71Q: 3 clusters Score -1348196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -1348201.875000 Penalty: 4813.274414
	Iteration 72Q: 3 clusters Score -1348202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 15354 members 
Entering Unmasked Estep 
Score: -1348205.000000 Penalty: 4813.274414
	Iteration 73Q: 3 clusters Score -1348205 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 15358 members 
Entering Unmasked Estep 
Score: -1348205.000000 Penalty: 4813.274414
	Iteration 74Q: 3 clusters Score -1348205 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 15366 members 
Entering Unmasked Estep 
Score: -1348205.875000 Penalty: 4813.274414
	Iteration 75Q: 3 clusters Score -1348206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -1348211.375000 Penalty: 4813.274414
	Iteration 76Q: 3 clusters Score -1348211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 15375 members 
Entering Unmasked Estep 
Score: -1348212.500000 Penalty: 4813.274414
	Iteration 77Q: 3 clusters Score -1348212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -1348212.250000 Penalty: 4813.274414
	Iteration 78Q: 3 clusters Score -1348212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -1348212.250000 Penalty: 4813.274414
	Iteration 79F: 3 clusters Score -1348212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (75900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75900 members 
Entering Unmasked Estep 
Score: -6127158.000000 Penalty: 2786.818604
	Iteration 0F: 2 clusters Score -6127158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37891 members 
Mstep: Class 2 contains 38009 members 
Entering Unmasked Estep 
Score: -6076459.000000 Penalty: 5573.637207
	Iteration 0F: 3 clusters Score -6076459 nChanged 35627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37090 members 
Mstep: Class 2 contains 38810 members 
Entering Unmasked Estep 
Score: -6096295.000000 Penalty: 5573.637207
	Iteration 1F: 3 clusters Score -6096295 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36612 members 
Mstep: Class 2 contains 39288 members 
Entering Unmasked Estep 
Score: -6097038.500000 Penalty: 5573.637207
	Iteration 2Q: 3 clusters Score -6097038 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35852 members 
Mstep: Class 2 contains 40048 members 
Entering Unmasked Estep 
Score: -6097892.000000 Penalty: 5573.637207
	Iteration 3Q: 3 clusters Score -6097892 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34789 members 
Mstep: Class 2 contains 41111 members 
Entering Unmasked Estep 
Score: -6099077.000000 Penalty: 5573.637207
	Iteration 4Q: 3 clusters Score -6099077 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33377 members 
Mstep: Class 2 contains 42523 members 
Entering Unmasked Estep 
Score: -6100854.500000 Penalty: 5573.637207
	Iteration 5Q: 3 clusters Score -6100854 nChanged 4238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31471 members 
Mstep: Class 2 contains 44429 members 
Entering Unmasked Estep 
Score: -6103503.000000 Penalty: 5573.637207
	Iteration 6F: 3 clusters Score -6103503 nChanged 4897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29240 members 
Mstep: Class 2 contains 46660 members 
Entering Unmasked Estep 
Score: -6107069.500000 Penalty: 5573.637207
	Iteration 7F: 3 clusters Score -6107070 nChanged 5441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26647 members 
Mstep: Class 2 contains 49253 members 
Entering Unmasked Estep 
Score: -6111382.000000 Penalty: 5573.637207
	Iteration 8F: 3 clusters Score -6111382 nChanged 5098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24169 members 
Mstep: Class 2 contains 51731 members 
Entering Unmasked Estep 
Score: -6115332.500000 Penalty: 5573.637207
	Iteration 9F: 3 clusters Score -6115332 nChanged 4187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22158 members 
Mstep: Class 2 contains 53742 members 
Entering Unmasked Estep 
Score: -6118301.000000 Penalty: 5573.637207
	Iteration 10F: 3 clusters Score -6118301 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20556 members 
Mstep: Class 2 contains 55344 members 
Entering Unmasked Estep 
Score: -6120167.500000 Penalty: 5573.637207
	Iteration 11Q: 3 clusters Score -6120168 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19124 members 
Mstep: Class 2 contains 56776 members 
Entering Unmasked Estep 
Score: -6121398.000000 Penalty: 5573.637207
	Iteration 12Q: 3 clusters Score -6121398 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17949 members 
Mstep: Class 2 contains 57951 members 
Entering Unmasked Estep 
Score: -6122295.500000 Penalty: 5573.637207
	Iteration 13Q: 3 clusters Score -6122296 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16837 members 
Mstep: Class 2 contains 59063 members 
Entering Unmasked Estep 
Score: -6122935.500000 Penalty: 5573.637207
	Iteration 14Q: 3 clusters Score -6122936 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15832 members 
Mstep: Class 2 contains 60068 members 
Entering Unmasked Estep 
Score: -6123419.000000 Penalty: 5573.637207
	Iteration 15Q: 3 clusters Score -6123419 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 60942 members 
Entering Unmasked Estep 
Score: -6123868.500000 Penalty: 5573.637207
	Iteration 16Q: 3 clusters Score -6123868 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 61696 members 
Entering Unmasked Estep 
Score: -6124080.000000 Penalty: 5573.637207
	Iteration 17Q: 3 clusters Score -6124080 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 62363 members 
Entering Unmasked Estep 
Score: -6124275.500000 Penalty: 5573.637207
	Iteration 18Q: 3 clusters Score -6124276 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 62964 members 
Entering Unmasked Estep 
Score: -6124432.000000 Penalty: 5573.637207
	Iteration 19Q: 3 clusters Score -6124432 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 63475 members 
Entering Unmasked Estep 
Score: -6124587.500000 Penalty: 5573.637207
	Iteration 20F: 3 clusters Score -6124588 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 63907 members 
Entering Unmasked Estep 
Score: -6124662.000000 Penalty: 5573.637207
	Iteration 21Q: 3 clusters Score -6124662 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 64302 members 
Entering Unmasked Estep 
Score: -6124731.500000 Penalty: 5573.637207
	Iteration 22Q: 3 clusters Score -6124732 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 64629 members 
Entering Unmasked Estep 
Score: -6124801.000000 Penalty: 5573.637207
	Iteration 23Q: 3 clusters Score -6124801 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 64933 members 
Entering Unmasked Estep 
Score: -6124873.500000 Penalty: 5573.637207
	Iteration 24Q: 3 clusters Score -6124874 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 65235 members 
Entering Unmasked Estep 
Score: -6124940.000000 Penalty: 5573.637207
	Iteration 25Q: 3 clusters Score -6124940 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 65513 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -6124964 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 65762 members 
Entering Unmasked Estep 
Score: -6125014.000000 Penalty: 5573.637207
	Iteration 27Q: 3 clusters Score -6125014 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 65967 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -6125034 nChanged 194
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 66161 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -6125086 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 66349 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -6125092 nChanged 186
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 66535 members 
Entering Unmasked Estep 
Score: -6125117.000000 Penalty: 5573.637207
	Iteration 31Q: 3 clusters Score -6125117 nChanged 205
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 66740 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -6125108 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 66935 members 
Entering Unmasked Estep 
Score: -6125140.000000 Penalty: 5573.637207
	Iteration 33Q: 3 clusters Score -6125140 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 67105 members 
Entering Unmasked Estep 
Score: -6125157.000000 Penalty: 5573.637207
	Iteration 34Q: 3 clusters Score -6125157 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 67259 members 
Entering Unmasked Estep 
Score: -6125174.500000 Penalty: 5573.637207
	Iteration 35Q: 3 clusters Score -6125174 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 67410 members 
Entering Unmasked Estep 
Score: -6125191.500000 Penalty: 5573.637207
	Iteration 36Q: 3 clusters Score -6125192 nChanged 151
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 67561 members 
Entering Unmasked Estep 
Score: -6125241.500000 Penalty: 5573.637207
	Iteration 37Q: 3 clusters Score -6125242 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 67704 members 
Entering Unmasked Estep 
Score: -6125267.500000 Penalty: 5573.637207
	Iteration 38Q: 3 clusters Score -6125268 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 67818 members 
Entering Unmasked Estep 
Score: -6125266.500000 Penalty: 5573.637207
	Iteration 39Q: 3 clusters Score -6125266 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 67935 members 
Entering Unmasked Estep 
Score: -6125264.000000 Penalty: 5573.637207
	Iteration 40F: 3 clusters Score -6125264 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 68050 members 
Entering Unmasked Estep 
Score: -6125296.000000 Penalty: 5573.637207
	Iteration 41Q: 3 clusters Score -6125296 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 68159 members 
Entering Unmasked Estep 
Score: -6125315.000000 Penalty: 5573.637207
	Iteration 42Q: 3 clusters Score -6125315 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 68251 members 
Entering Unmasked Estep 
Score: -6125326.500000 Penalty: 5573.637207
	Iteration 43Q: 3 clusters Score -6125326 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 68329 members 
Entering Unmasked Estep 
Score: -6125328.000000 Penalty: 5573.637207
	Iteration 44Q: 3 clusters Score -6125328 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 68397 members 
Entering Unmasked Estep 
Score: -6125337.000000 Penalty: 5573.637207
	Iteration 45Q: 3 clusters Score -6125337 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 68465 members 
Entering Unmasked Estep 
Score: -6125346.000000 Penalty: 5573.637207
	Iteration 46Q: 3 clusters Score -6125346 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 68535 members 
Entering Unmasked Estep 
Score: -6125342.000000 Penalty: 5573.637207
	Iteration 47Q: 3 clusters Score -6125342 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 68597 members 
Entering Unmasked Estep 
Score: -6125357.000000 Penalty: 5573.637207
	Iteration 48Q: 3 clusters Score -6125357 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 68663 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -6125358 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 68722 members 
Entering Unmasked Estep 
Score: -6125366.500000 Penalty: 5573.637207
	Iteration 50Q: 3 clusters Score -6125366 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 68775 members 
Entering Unmasked Estep 
Score: -6125366.500000 Penalty: 5573.637207
	Iteration 51Q: 3 clusters Score -6125366 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 68826 members 
Entering Unmasked Estep 
Score: -6125370.500000 Penalty: 5573.637207
	Iteration 52Q: 3 clusters Score -6125370 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 68868 members 
Entering Unmasked Estep 
Score: -6125380.500000 Penalty: 5573.637207
	Iteration 53Q: 3 clusters Score -6125380 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 68909 members 
Entering Unmasked Estep 
Score: -6125390.000000 Penalty: 5573.637207
	Iteration 54Q: 3 clusters Score -6125390 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 68936 members 
Entering Unmasked Estep 
Score: -6125391.500000 Penalty: 5573.637207
	Iteration 55Q: 3 clusters Score -6125392 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 68964 members 
Entering Unmasked Estep 
Score: -6125390.000000 Penalty: 5573.637207
	Iteration 56Q: 3 clusters Score -6125390 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 68994 members 
Entering Unmasked Estep 
Score: -6125405.000000 Penalty: 5573.637207
	Iteration 57Q: 3 clusters Score -6125405 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 69018 members 
Entering Unmasked Estep 
Score: -6125401.500000 Penalty: 5573.637207
	Iteration 58Q: 3 clusters Score -6125402 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 69041 members 
Entering Unmasked Estep 
Score: -6125397.000000 Penalty: 5573.637207
	Iteration 59Q: 3 clusters Score -6125397 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 69062 members 
Entering Unmasked Estep 
Score: -6125396.000000 Penalty: 5573.637207
	Iteration 60F: 3 clusters Score -6125396 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 69080 members 
Entering Unmasked Estep 
Score: -6125394.500000 Penalty: 5573.637207
	Iteration 61Q: 3 clusters Score -6125394 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 69097 members 
Entering Unmasked Estep 
Score: -6125385.000000 Penalty: 5573.637207
	Iteration 62Q: 3 clusters Score -6125385 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 69111 members 
Entering Unmasked Estep 
Score: -6125384.000000 Penalty: 5573.637207
	Iteration 63Q: 3 clusters Score -6125384 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 69123 members 
Entering Unmasked Estep 
Score: -6125381.500000 Penalty: 5573.637207
	Iteration 64Q: 3 clusters Score -6125382 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 69133 members 
Entering Unmasked Estep 
Score: -6125382.500000 Penalty: 5573.637207
	Iteration 65Q: 3 clusters Score -6125382 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 69143 members 
Entering Unmasked Estep 
Score: -6125383.500000 Penalty: 5573.637207
	Iteration 66Q: 3 clusters Score -6125384 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 69160 members 
Entering Unmasked Estep 
Score: -6125390.000000 Penalty: 5573.637207
	Iteration 67Q: 3 clusters Score -6125390 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 69181 members 
Entering Unmasked Estep 
Score: -6125389.500000 Penalty: 5573.637207
	Iteration 68Q: 3 clusters Score -6125390 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 69203 members 
Entering Unmasked Estep 
Score: -6125388.500000 Penalty: 5573.637207
	Iteration 69Q: 3 clusters Score -6125388 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 69224 members 
Entering Unmasked Estep 
Score: -6125393.000000 Penalty: 5573.637207
	Iteration 70Q: 3 clusters Score -6125393 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 69242 members 
Entering Unmasked Estep 
Score: -6125397.500000 Penalty: 5573.637207
	Iteration 71Q: 3 clusters Score -6125398 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 69262 members 
Entering Unmasked Estep 
Score: -6125397.500000 Penalty: 5573.637207
	Iteration 72Q: 3 clusters Score -6125398 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 69290 members 
Entering Unmasked Estep 
Score: -6125405.000000 Penalty: 5573.637207
	Iteration 73Q: 3 clusters Score -6125405 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 69322 members 
Entering Unmasked Estep 
Score: -6125420.500000 Penalty: 5573.637207
	Iteration 74Q: 3 clusters Score -6125420 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 69347 members 
Entering Unmasked Estep 
Score: -6125415.000000 Penalty: 5573.637207
	Iteration 75Q: 3 clusters Score -6125415 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 69368 members 
Entering Unmasked Estep 
Score: -6125421.000000 Penalty: 5573.637207
	Iteration 76Q: 3 clusters Score -6125421 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 69392 members 
Entering Unmasked Estep 
Score: -6125419.000000 Penalty: 5573.637207
	Iteration 77Q: 3 clusters Score -6125419 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 69407 members 
Entering Unmasked Estep 
Score: -6125415.000000 Penalty: 5573.637207
	Iteration 78Q: 3 clusters Score -6125415 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 69419 members 
Entering Unmasked Estep 
Score: -6125421.500000 Penalty: 5573.637207
	Iteration 79Q: 3 clusters Score -6125422 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 69435 members 
Entering Unmasked Estep 
Score: -6125428.000000 Penalty: 5573.637207
	Iteration 80F: 3 clusters Score -6125428 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 69448 members 
Entering Unmasked Estep 
Score: -6125426.000000 Penalty: 5573.637207
	Iteration 81Q: 3 clusters Score -6125426 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 69463 members 
Entering Unmasked Estep 
Score: -6125418.000000 Penalty: 5573.637207
	Iteration 82Q: 3 clusters Score -6125418 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 69481 members 
Entering Unmasked Estep 
Score: -6125412.500000 Penalty: 5573.637207
	Iteration 83Q: 3 clusters Score -6125412 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 69505 members 
Entering Unmasked Estep 
Score: -6125420.000000 Penalty: 5573.637207
	Iteration 84Q: 3 clusters Score -6125420 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 69524 members 
Entering Unmasked Estep 
Score: -6125419.500000 Penalty: 5573.637207
	Iteration 85Q: 3 clusters Score -6125420 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 69542 members 
Entering Unmasked Estep 
Score: -6125426.500000 Penalty: 5573.637207
	Iteration 86Q: 3 clusters Score -6125426 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 69560 members 
Entering Unmasked Estep 
Score: -6125421.500000 Penalty: 5573.637207
	Iteration 87Q: 3 clusters Score -6125422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 69569 members 
Entering Unmasked Estep 
Score: -6125417.500000 Penalty: 5573.637207
	Iteration 88Q: 3 clusters Score -6125418 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 69579 members 
Entering Unmasked Estep 
Score: -6125423.000000 Penalty: 5573.637207
	Iteration 89Q: 3 clusters Score -6125423 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 69586 members 
Entering Unmasked Estep 
Score: -6125419.000000 Penalty: 5573.637207
	Iteration 90Q: 3 clusters Score -6125419 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 69590 members 
Entering Unmasked Estep 
Score: -6125418.500000 Penalty: 5573.637207
	Iteration 91Q: 3 clusters Score -6125418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 69595 members 
Entering Unmasked Estep 
Score: -6125420.000000 Penalty: 5573.637207
	Iteration 92Q: 3 clusters Score -6125420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 69603 members 
Entering Unmasked Estep 
Score: -6125414.000000 Penalty: 5573.637207
	Iteration 93Q: 3 clusters Score -6125414 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 69612 members 
Entering Unmasked Estep 
Score: -6125421.000000 Penalty: 5573.637207
	Iteration 94Q: 3 clusters Score -6125421 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 69625 members 
Entering Unmasked Estep 
Score: -6125423.500000 Penalty: 5573.637207
	Iteration 95Q: 3 clusters Score -6125424 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 69640 members 
Entering Unmasked Estep 
Score: -6125407.500000 Penalty: 5573.637207
	Iteration 96Q: 3 clusters Score -6125408 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 69663 members 
Entering Unmasked Estep 
Score: -6125413.000000 Penalty: 5573.637207
	Iteration 97Q: 3 clusters Score -6125413 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 69680 members 
Entering Unmasked Estep 
Score: -6125419.500000 Penalty: 5573.637207
	Iteration 98Q: 3 clusters Score -6125420 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 69698 members 
Entering Unmasked Estep 
Score: -6125424.000000 Penalty: 5573.637207
	Iteration 99Q: 3 clusters Score -6125424 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 69714 members 
Entering Unmasked Estep 
Score: -6125421.000000 Penalty: 5573.637207
	Iteration 100F: 3 clusters Score -6125421 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 69732 members 
Entering Unmasked Estep 
Score: -6125421.500000 Penalty: 5573.637207
	Iteration 101Q: 3 clusters Score -6125422 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 69748 members 
Entering Unmasked Estep 
Score: -6125427.500000 Penalty: 5573.637207
	Iteration 102Q: 3 clusters Score -6125428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 69756 members 
Entering Unmasked Estep 
Score: -6125424.000000 Penalty: 5573.637207
	Iteration 103Q: 3 clusters Score -6125424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 69761 members 
Entering Unmasked Estep 
Score: -6125428.000000 Penalty: 5573.637207
	Iteration 104Q: 3 clusters Score -6125428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 69766 members 
Entering Unmasked Estep 
Score: -6125424.500000 Penalty: 5573.637207
	Iteration 105Q: 3 clusters Score -6125424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 69771 members 
Entering Unmasked Estep 
Score: -6125426.500000 Penalty: 5573.637207
	Iteration 106Q: 3 clusters Score -6125426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 69774 members 
Entering Unmasked Estep 
Score: -6125431.500000 Penalty: 5573.637207
	Iteration 107Q: 3 clusters Score -6125432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 69778 members 
Entering Unmasked Estep 
Score: -6125421.500000 Penalty: 5573.637207
	Iteration 108Q: 3 clusters Score -6125422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 69780 members 
Entering Unmasked Estep 
Score: -6125428.000000 Penalty: 5573.637207
	Iteration 109Q: 3 clusters Score -6125428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 69781 members 
Entering Unmasked Estep 
Score: -6125432.000000 Penalty: 5573.637207
	Iteration 110Q: 3 clusters Score -6125432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 69782 members 
Entering Unmasked Estep 
Score: -6125432.000000 Penalty: 5573.637207
	Iteration 111Q: 3 clusters Score -6125432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 69782 members 
Entering Unmasked Estep 
Score: -6125432.000000 Penalty: 5573.637207
	Iteration 112F: 3 clusters Score -6125432 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Entering Unmasked Estep 
Score: -660134.687500 Penalty: 2250.197021
	Iteration 0F: 2 clusters Score -660134.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -653336.000000 Penalty: 4500.394043
	Iteration 0F: 3 clusters Score -653336 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -655349.500000 Penalty: 4500.394043
	Iteration 1F: 3 clusters Score -655349.5 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -655803.875000 Penalty: 4500.394043
	Iteration 2F: 3 clusters Score -655803.9 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -656204.250000 Penalty: 4500.394043
	Iteration 3F: 3 clusters Score -656204.2 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -656521.750000 Penalty: 4500.394043
	Iteration 4F: 3 clusters Score -656521.8 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -656769.437500 Penalty: 4500.394043
	Iteration 5Q: 3 clusters Score -656769.4 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -656971.375000 Penalty: 4500.394043
	Iteration 6Q: 3 clusters Score -656971.4 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -657136.625000 Penalty: 4500.394043
	Iteration 7Q: 3 clusters Score -657136.6 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -657296.812500 Penalty: 4500.394043
	Iteration 8Q: 3 clusters Score -657296.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -657425.937500 Penalty: 4500.394043
	Iteration 9Q: 3 clusters Score -657425.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -657530.937500 Penalty: 4500.394043
	Iteration 10Q: 3 clusters Score -657530.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -657621.437500 Penalty: 4500.394043
	Iteration 11Q: 3 clusters Score -657621.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -657713.187500 Penalty: 4500.394043
	Iteration 12Q: 3 clusters Score -657713.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -657816.562500 Penalty: 4500.394043
	Iteration 13Q: 3 clusters Score -657816.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -657942.062500 Penalty: 4500.394043
	Iteration 14Q: 3 clusters Score -657942.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -658055.062500 Penalty: 4500.394043
	Iteration 15Q: 3 clusters Score -658055.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -658143.250000 Penalty: 4500.394043
	Iteration 16Q: 3 clusters Score -658143.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -658236.125000 Penalty: 4500.394043
	Iteration 17Q: 3 clusters Score -658236.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -658343.937500 Penalty: 4500.394043
	Iteration 18Q: 3 clusters Score -658343.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -658466.562500 Penalty: 4500.394043
	Iteration 19Q: 3 clusters Score -658466.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -658579.250000 Penalty: 4500.394043
	Iteration 20F: 3 clusters Score -658579.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -658672.125000 Penalty: 4500.394043
	Iteration 21Q: 3 clusters Score -658672.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -658754.375000 Penalty: 4500.394043
	Iteration 22Q: 3 clusters Score -658754.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -658821.375000 Penalty: 4500.394043
	Iteration 23Q: 3 clusters Score -658821.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -658869.312500 Penalty: 4500.394043
	Iteration 24Q: 3 clusters Score -658869.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -658913.562500 Penalty: 4500.394043
	Iteration 25Q: 3 clusters Score -658913.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -658952.062500 Penalty: 4500.394043
	Iteration 26Q: 3 clusters Score -658952.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -658977.875000 Penalty: 4500.394043
	Iteration 27Q: 3 clusters Score -658977.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -659001.937500 Penalty: 4500.394043
	Iteration 28Q: 3 clusters Score -659001.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -659018.437500 Penalty: 4500.394043
	Iteration 29Q: 3 clusters Score -659018.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -659029.375000 Penalty: 4500.394043
	Iteration 30Q: 3 clusters Score -659029.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -659038.187500 Penalty: 4500.394043
	Iteration 31Q: 3 clusters Score -659038.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -659051.000000 Penalty: 4500.394043
	Iteration 32Q: 3 clusters Score -659051 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -659056.687500 Penalty: 4500.394043
	Iteration 33Q: 3 clusters Score -659056.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -659062.312500 Penalty: 4500.394043
	Iteration 34Q: 3 clusters Score -659062.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -659067.812500 Penalty: 4500.394043
	Iteration 35Q: 3 clusters Score -659067.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -659071.312500 Penalty: 4500.394043
	Iteration 36Q: 3 clusters Score -659071.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -659073.250000 Penalty: 4500.394043
	Iteration 37Q: 3 clusters Score -659073.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -659074.562500 Penalty: 4500.394043
	Iteration 38Q: 3 clusters Score -659074.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -659075.437500 Penalty: 4500.394043
	Iteration 39Q: 3 clusters Score -659075.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -659076.750000 Penalty: 4500.394043
	Iteration 40F: 3 clusters Score -659076.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -659077.125000 Penalty: 4500.394043
	Iteration 41Q: 3 clusters Score -659077.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -659077.125000 Penalty: 4500.394043
	Iteration 42F: 3 clusters Score -659077.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (21563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21563 members 
Entering Unmasked Estep 
Score: -1781560.625000 Penalty: 2474.726074
	Iteration 0F: 2 clusters Score -1781561 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -1766438.875000 Penalty: 4949.452148
	Iteration 0F: 3 clusters Score -1766439 nChanged 9555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -1771544.250000 Penalty: 4949.452148
	Iteration 1F: 3 clusters Score -1771544 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -1771920.500000 Penalty: 4949.452148
	Iteration 2F: 3 clusters Score -1771920 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -1772230.625000 Penalty: 4949.452148
	Iteration 3Q: 3 clusters Score -1772231 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -1772512.625000 Penalty: 4949.452148
	Iteration 4Q: 3 clusters Score -1772513 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -1772797.500000 Penalty: 4949.452148
	Iteration 5Q: 3 clusters Score -1772798 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -1773096.500000 Penalty: 4949.452148
	Iteration 6Q: 3 clusters Score -1773096 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -1773445.250000 Penalty: 4949.452148
	Iteration 7Q: 3 clusters Score -1773445 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -1773881.375000 Penalty: 4949.452148
	Iteration 8Q: 3 clusters Score -1773881 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -1774428.625000 Penalty: 4949.452148
	Iteration 9Q: 3 clusters Score -1774429 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 16011 members 
Entering Unmasked Estep 
Score: -1775120.375000 Penalty: 4949.452148
	Iteration 10Q: 3 clusters Score -1775120 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 17111 members 
Entering Unmasked Estep 
Score: -1775928.000000 Penalty: 4949.452148
	Iteration 11F: 3 clusters Score -1775928 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -1776771.000000 Penalty: 4949.452148
	Iteration 12F: 3 clusters Score -1776771 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 19146 members 
Entering Unmasked Estep 
Score: -1777599.000000 Penalty: 4949.452148
	Iteration 13Q: 3 clusters Score -1777599 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 19901 members 
Entering Unmasked Estep 
Score: -1778247.750000 Penalty: 4949.452148
	Iteration 14Q: 3 clusters Score -1778248 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 20382 members 
Entering Unmasked Estep 
Score: -1778675.250000 Penalty: 4949.452148
	Iteration 15Q: 3 clusters Score -1778675 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 20685 members 
Entering Unmasked Estep 
Score: -1778953.750000 Penalty: 4949.452148
	Iteration 16Q: 3 clusters Score -1778954 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 20870 members 
Entering Unmasked Estep 
Score: -1779100.375000 Penalty: 4949.452148
	Iteration 17Q: 3 clusters Score -1779100 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 20965 members 
Entering Unmasked Estep 
Score: -1779184.125000 Penalty: 4949.452148
	Iteration 18Q: 3 clusters Score -1779184 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 21024 members 
Entering Unmasked Estep 
Score: -1779240.625000 Penalty: 4949.452148
	Iteration 19Q: 3 clusters Score -1779241 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 21057 members 
Entering Unmasked Estep 
Score: -1779264.375000 Penalty: 4949.452148
	Iteration 20F: 3 clusters Score -1779264 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 21080 members 
Entering Unmasked Estep 
Score: -1779283.250000 Penalty: 4949.452148
	Iteration 21Q: 3 clusters Score -1779283 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 21093 members 
Entering Unmasked Estep 
Score: -1779300.250000 Penalty: 4949.452148
	Iteration 22Q: 3 clusters Score -1779300 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 21109 members 
Entering Unmasked Estep 
Score: -1779318.125000 Penalty: 4949.452148
	Iteration 23Q: 3 clusters Score -1779318 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 21123 members 
Entering Unmasked Estep 
Score: -1779330.750000 Penalty: 4949.452148
	Iteration 24Q: 3 clusters Score -1779331 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 21136 members 
Entering Unmasked Estep 
Score: -1779345.250000 Penalty: 4949.452148
	Iteration 25Q: 3 clusters Score -1779345 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 21144 members 
Entering Unmasked Estep 
Score: -1779354.500000 Penalty: 4949.452148
	Iteration 26Q: 3 clusters Score -1779354 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 21155 members 
Entering Unmasked Estep 
Score: -1779364.875000 Penalty: 4949.452148
	Iteration 27Q: 3 clusters Score -1779365 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 21163 members 
Entering Unmasked Estep 
Score: -1779373.250000 Penalty: 4949.452148
	Iteration 28Q: 3 clusters Score -1779373 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 21168 members 
Entering Unmasked Estep 
Score: -1779378.625000 Penalty: 4949.452148
	Iteration 29Q: 3 clusters Score -1779379 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 21173 members 
Entering Unmasked Estep 
Score: -1779380.625000 Penalty: 4949.452148
	Iteration 30Q: 3 clusters Score -1779381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 21175 members 
Entering Unmasked Estep 
Score: -1779384.125000 Penalty: 4949.452148
	Iteration 31Q: 3 clusters Score -1779384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 21176 members 
Entering Unmasked Estep 
Score: -1779386.500000 Penalty: 4949.452148
	Iteration 32Q: 3 clusters Score -1779386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 21176 members 
Entering Unmasked Estep 
Score: -1779386.500000 Penalty: 4949.452148
	Iteration 33F: 3 clusters Score -1779386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (23629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23629 members 
Entering Unmasked Estep 
Score: -1672238.250000 Penalty: 2497.417236
	Iteration 0F: 2 clusters Score -1672238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -1655694.750000 Penalty: 4994.834473
	Iteration 0F: 3 clusters Score -1655695 nChanged 10529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -1661389.375000 Penalty: 4994.834473
	Iteration 1F: 3 clusters Score -1661389 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -1661934.750000 Penalty: 4994.834473
	Iteration 2F: 3 clusters Score -1661935 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -1662491.375000 Penalty: 4994.834473
	Iteration 3F: 3 clusters Score -1662491 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -1663011.375000 Penalty: 4994.834473
	Iteration 4F: 3 clusters Score -1663011 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -1663521.750000 Penalty: 4994.834473
	Iteration 5Q: 3 clusters Score -1663522 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -1664026.250000 Penalty: 4994.834473
	Iteration 6Q: 3 clusters Score -1664026 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -1664530.375000 Penalty: 4994.834473
	Iteration 7Q: 3 clusters Score -1664530 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -1665026.625000 Penalty: 4994.834473
	Iteration 8Q: 3 clusters Score -1665027 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -1665502.375000 Penalty: 4994.834473
	Iteration 9Q: 3 clusters Score -1665502 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -1665935.125000 Penalty: 4994.834473
	Iteration 10Q: 3 clusters Score -1665935 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -1666320.375000 Penalty: 4994.834473
	Iteration 11Q: 3 clusters Score -1666320 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -1666679.000000 Penalty: 4994.834473
	Iteration 12Q: 3 clusters Score -1666679 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
Score: -1667080.875000 Penalty: 4994.834473
	Iteration 13Q: 3 clusters Score -1667081 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 17288 members 
Entering Unmasked Estep 
Score: -1667466.625000 Penalty: 4994.834473
	Iteration 14Q: 3 clusters Score -1667467 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 18010 members 
Entering Unmasked Estep 
Score: -1667864.125000 Penalty: 4994.834473
	Iteration 15Q: 3 clusters Score -1667864 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 18743 members 
Entering Unmasked Estep 
Score: -1668274.000000 Penalty: 4994.834473
	Iteration 16Q: 3 clusters Score -1668274 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 19438 members 
Entering Unmasked Estep 
Score: -1668656.625000 Penalty: 4994.834473
	Iteration 17Q: 3 clusters Score -1668657 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 20070 members 
Entering Unmasked Estep 
Score: -1669038.875000 Penalty: 4994.834473
	Iteration 18Q: 3 clusters Score -1669039 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 20664 members 
Entering Unmasked Estep 
Score: -1669408.625000 Penalty: 4994.834473
	Iteration 19Q: 3 clusters Score -1669409 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 21138 members 
Entering Unmasked Estep 
Score: -1669700.750000 Penalty: 4994.834473
	Iteration 20F: 3 clusters Score -1669701 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 21530 members 
Entering Unmasked Estep 
Score: -1669987.875000 Penalty: 4994.834473
	Iteration 21Q: 3 clusters Score -1669988 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 21836 members 
Entering Unmasked Estep 
Score: -1670222.375000 Penalty: 4994.834473
	Iteration 22Q: 3 clusters Score -1670222 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 22053 members 
Entering Unmasked Estep 
Score: -1670408.875000 Penalty: 4994.834473
	Iteration 23Q: 3 clusters Score -1670409 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 22198 members 
Entering Unmasked Estep 
Score: -1670524.875000 Penalty: 4994.834473
	Iteration 24Q: 3 clusters Score -1670525 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 22321 members 
Entering Unmasked Estep 
Score: -1670618.125000 Penalty: 4994.834473
	Iteration 25Q: 3 clusters Score -1670618 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 22408 members 
Entering Unmasked Estep 
Score: -1670693.500000 Penalty: 4994.834473
	Iteration 26Q: 3 clusters Score -1670694 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 22485 members 
Entering Unmasked Estep 
Score: -1670749.125000 Penalty: 4994.834473
	Iteration 27Q: 3 clusters Score -1670749 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 22541 members 
Entering Unmasked Estep 
Score: -1670786.500000 Penalty: 4994.834473
	Iteration 28Q: 3 clusters Score -1670786 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 22601 members 
Entering Unmasked Estep 
Score: -1670844.250000 Penalty: 4994.834473
	Iteration 29Q: 3 clusters Score -1670844 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 22647 members 
Entering Unmasked Estep 
Score: -1670880.125000 Penalty: 4994.834473
	Iteration 30Q: 3 clusters Score -1670880 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 22681 members 
Entering Unmasked Estep 
Score: -1670907.125000 Penalty: 4994.834473
	Iteration 31Q: 3 clusters Score -1670907 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 22701 members 
Entering Unmasked Estep 
Score: -1670917.625000 Penalty: 4994.834473
	Iteration 32Q: 3 clusters Score -1670918 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 22714 members 
Entering Unmasked Estep 
Score: -1670924.000000 Penalty: 4994.834473
	Iteration 33Q: 3 clusters Score -1670924 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 22724 members 
Entering Unmasked Estep 
Score: -1670929.625000 Penalty: 4994.834473
	Iteration 34Q: 3 clusters Score -1670930 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 22730 members 
Entering Unmasked Estep 
Score: -1670935.000000 Penalty: 4994.834473
	Iteration 35Q: 3 clusters Score -1670935 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 22736 members 
Entering Unmasked Estep 
Score: -1670937.000000 Penalty: 4994.834473
	Iteration 36Q: 3 clusters Score -1670937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 22738 members 
Entering Unmasked Estep 
Score: -1670938.250000 Penalty: 4994.834473
	Iteration 37Q: 3 clusters Score -1670938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 22738 members 
Entering Unmasked Estep 
Score: -1670938.250000 Penalty: 4994.834473
	Iteration 38F: 3 clusters Score -1670938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Entering Unmasked Estep 
Score: -666501.937500 Penalty: 2242.014893
	Iteration 0F: 2 clusters Score -666501.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -659820.812500 Penalty: 4484.029785
	Iteration 0F: 3 clusters Score -659820.8 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -661693.187500 Penalty: 4484.029785
	Iteration 1F: 3 clusters Score -661693.2 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -661967.625000 Penalty: 4484.029785
	Iteration 2F: 3 clusters Score -661967.6 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -662168.875000 Penalty: 4484.029785
	Iteration 3Q: 3 clusters Score -662168.9 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -662320.500000 Penalty: 4484.029785
	Iteration 4Q: 3 clusters Score -662320.5 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -662444.625000 Penalty: 4484.029785
	Iteration 5Q: 3 clusters Score -662444.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -662583.125000 Penalty: 4484.029785
	Iteration 6Q: 3 clusters Score -662583.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -662746.187500 Penalty: 4484.029785
	Iteration 7Q: 3 clusters Score -662746.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -662949.562500 Penalty: 4484.029785
	Iteration 8Q: 3 clusters Score -662949.6 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -663193.375000 Penalty: 4484.029785
	Iteration 9Q: 3 clusters Score -663193.4 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -663471.250000 Penalty: 4484.029785
	Iteration 10Q: 3 clusters Score -663471.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -663736.187500 Penalty: 4484.029785
	Iteration 11Q: 3 clusters Score -663736.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -663950.937500 Penalty: 4484.029785
	Iteration 12Q: 3 clusters Score -663950.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -664140.375000 Penalty: 4484.029785
	Iteration 13Q: 3 clusters Score -664140.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -664285.812500 Penalty: 4484.029785
	Iteration 14Q: 3 clusters Score -664285.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -664370.125000 Penalty: 4484.029785
	Iteration 15Q: 3 clusters Score -664370.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -664432.687500 Penalty: 4484.029785
	Iteration 16Q: 3 clusters Score -664432.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -664479.625000 Penalty: 4484.029785
	Iteration 17Q: 3 clusters Score -664479.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -664519.750000 Penalty: 4484.029785
	Iteration 18Q: 3 clusters Score -664519.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -664542.937500 Penalty: 4484.029785
	Iteration 19Q: 3 clusters Score -664542.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -664556.562500 Penalty: 4484.029785
	Iteration 20F: 3 clusters Score -664556.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -664567.812500 Penalty: 4484.029785
	Iteration 21Q: 3 clusters Score -664567.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -664575.062500 Penalty: 4484.029785
	Iteration 22Q: 3 clusters Score -664575.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -664588.062500 Penalty: 4484.029785
	Iteration 23Q: 3 clusters Score -664588.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -664598.062500 Penalty: 4484.029785
	Iteration 24Q: 3 clusters Score -664598.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -664607.125000 Penalty: 4484.029785
	Iteration 25Q: 3 clusters Score -664607.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -664614.250000 Penalty: 4484.029785
	Iteration 26Q: 3 clusters Score -664614.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -664620.687500 Penalty: 4484.029785
	Iteration 27Q: 3 clusters Score -664620.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -664630.125000 Penalty: 4484.029785
	Iteration 28Q: 3 clusters Score -664630.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -664637.125000 Penalty: 4484.029785
	Iteration 29Q: 3 clusters Score -664637.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -664640.187500 Penalty: 4484.029785
	Iteration 30Q: 3 clusters Score -664640.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -664641.437500 Penalty: 4484.029785
	Iteration 31Q: 3 clusters Score -664641.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -664641.437500 Penalty: 4484.029785
	Iteration 32F: 3 clusters Score -664641.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -149275.906250 Penalty: 1913.903198
	Iteration 0F: 2 clusters Score -149275.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -146493.687500 Penalty: 3827.806396
	Iteration 0F: 3 clusters Score -146493.7 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -147128.984375 Penalty: 3827.806396
	Iteration 1F: 3 clusters Score -147129 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -147365.750000 Penalty: 3827.806396
	Iteration 2F: 3 clusters Score -147365.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -147613.359375 Penalty: 3827.806396
	Iteration 3F: 3 clusters Score -147613.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -147805.343750 Penalty: 3827.806396
	Iteration 4F: 3 clusters Score -147805.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -147957.437500 Penalty: 3827.806396
	Iteration 5F: 3 clusters Score -147957.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -148101.796875 Penalty: 3827.806396
	Iteration 6Q: 3 clusters Score -148101.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -148210.921875 Penalty: 3827.806396
	Iteration 7Q: 3 clusters Score -148210.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -148279.625000 Penalty: 3827.806396
	Iteration 8Q: 3 clusters Score -148279.6 nChanged 55
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: -148352.734375 Penalty: 3827.806396
	Iteration 9Q: 3 clusters Score -148352.7 nChanged 44
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: -148405.906250 Penalty: 3827.806396
	Iteration 10Q: 3 clusters Score -148405.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -148455.828125 Penalty: 3827.806396
	Iteration 11Q: 3 clusters Score -148455.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -148509.093750 Penalty: 3827.806396
	Iteration 12Q: 3 clusters Score -148509.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -148543.171875 Penalty: 3827.806396
	Iteration 13Q: 3 clusters Score -148543.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -148554.625000 Penalty: 3827.806396
	Iteration 14Q: 3 clusters Score -148554.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -148560.156250 Penalty: 3827.806396
	Iteration 15Q: 3 clusters Score -148560.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -148565.109375 Penalty: 3827.806396
	Iteration 16Q: 3 clusters Score -148565.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -148568.500000 Penalty: 3827.806396
	Iteration 17Q: 3 clusters Score -148568.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -148570.718750 Penalty: 3827.806396
	Iteration 18Q: 3 clusters Score -148570.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -148570.984375 Penalty: 3827.806396
	Iteration 19Q: 3 clusters Score -148571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -148571.765625 Penalty: 3827.806396
	Iteration 20F: 3 clusters Score -148571.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -148572.593750 Penalty: 3827.806396
	Iteration 21Q: 3 clusters Score -148572.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -148572.593750 Penalty: 3827.806396
	Iteration 22F: 3 clusters Score -148572.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (61296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61296 members 
Entering Unmasked Estep 
Score: -4979435.000000 Penalty: 2733.820557
	Iteration 0F: 2 clusters Score -4979435 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30654 members 
Mstep: Class 2 contains 30642 members 
Entering Unmasked Estep 
Score: -4938382.000000 Penalty: 5467.641113
	Iteration 0F: 3 clusters Score -4938382 nChanged 28441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31099 members 
Mstep: Class 2 contains 30197 members 
Entering Unmasked Estep 
Score: -4954330.500000 Penalty: 5467.641113
	Iteration 1F: 3 clusters Score -4954330 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31567 members 
Mstep: Class 2 contains 29729 members 
Entering Unmasked Estep 
Score: -4955165.000000 Penalty: 5467.641113
	Iteration 2Q: 3 clusters Score -4955165 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32255 members 
Mstep: Class 2 contains 29041 members 
Entering Unmasked Estep 
Score: -4956139.500000 Penalty: 5467.641113
	Iteration 3Q: 3 clusters Score -4956140 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33306 members 
Mstep: Class 2 contains 27990 members 
Entering Unmasked Estep 
Score: -4957608.500000 Penalty: 5467.641113
	Iteration 4Q: 3 clusters Score -4957608 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34721 members 
Mstep: Class 2 contains 26575 members 
Entering Unmasked Estep 
Score: -4959680.500000 Penalty: 5467.641113
	Iteration 5F: 3 clusters Score -4959680 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36495 members 
Mstep: Class 2 contains 24801 members 
Entering Unmasked Estep 
Score: -4962334.500000 Penalty: 5467.641113
	Iteration 6F: 3 clusters Score -4962334 nChanged 4186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38491 members 
Mstep: Class 2 contains 22805 members 
Entering Unmasked Estep 
Score: -4965338.000000 Penalty: 5467.641113
	Iteration 7F: 3 clusters Score -4965338 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40384 members 
Mstep: Class 2 contains 20912 members 
Entering Unmasked Estep 
Score: -4968148.500000 Penalty: 5467.641113
	Iteration 8F: 3 clusters Score -4968148 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41884 members 
Mstep: Class 2 contains 19412 members 
Entering Unmasked Estep 
Score: -4970248.500000 Penalty: 5467.641113
	Iteration 9F: 3 clusters Score -4970248 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43093 members 
Mstep: Class 2 contains 18203 members 
Entering Unmasked Estep 
Score: -4971606.500000 Penalty: 5467.641113
	Iteration 10Q: 3 clusters Score -4971606 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44141 members 
Mstep: Class 2 contains 17155 members 
Entering Unmasked Estep 
Score: -4972427.500000 Penalty: 5467.641113
	Iteration 11Q: 3 clusters Score -4972428 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45043 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -4972901 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45837 members 
Mstep: Class 2 contains 15459 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -4973342 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46596 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -4973711.500000 Penalty: 5467.641113
	Iteration 14Q: 3 clusters Score -4973712 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47314 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -4974025.500000 Penalty: 5467.641113
	Iteration 15Q: 3 clusters Score -4974026 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48005 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -4974309.500000 Penalty: 5467.641113
	Iteration 16Q: 3 clusters Score -4974310 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48639 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -4974542.500000 Penalty: 5467.641113
	Iteration 17Q: 3 clusters Score -4974542 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49231 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -4974724 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49808 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -4974910 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50380 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -4975072 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50947 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -4975220 nChanged 555
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51502 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -4975382 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52016 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -4975512 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52511 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -4975676 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52989 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -4975801.500000 Penalty: 5467.641113
	Iteration 25Q: 3 clusters Score -4975802 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53457 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -4975935 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53891 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -4976070.500000 Penalty: 5467.641113
	Iteration 27Q: 3 clusters Score -4976070 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54279 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -4976173 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54664 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -4976271 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54998 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -4976364.500000 Penalty: 5467.641113
	Iteration 30Q: 3 clusters Score -4976364 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55309 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -4976420.500000 Penalty: 5467.641113
	Iteration 31Q: 3 clusters Score -4976420 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55601 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -4976517 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55889 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -4976598 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56169 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -4976684.500000 Penalty: 5467.641113
	Iteration 34Q: 3 clusters Score -4976684 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56434 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -4976726.500000 Penalty: 5467.641113
	Iteration 35Q: 3 clusters Score -4976726 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56705 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -4976794 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56949 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -4976877.500000 Penalty: 5467.641113
	Iteration 37Q: 3 clusters Score -4976878 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57187 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -4976929.500000 Penalty: 5467.641113
	Iteration 38Q: 3 clusters Score -4976930 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57427 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -4976998 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57635 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -4977042.500000 Penalty: 5467.641113
	Iteration 40F: 3 clusters Score -4977042 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57840 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -4977103.500000 Penalty: 5467.641113
	Iteration 41Q: 3 clusters Score -4977104 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58010 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -4977127.500000 Penalty: 5467.641113
	Iteration 42Q: 3 clusters Score -4977128 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58162 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -4977161.500000 Penalty: 5467.641113
	Iteration 43Q: 3 clusters Score -4977162 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58278 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -4977196.500000 Penalty: 5467.641113
	Iteration 44Q: 3 clusters Score -4977196 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58385 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -4977217.500000 Penalty: 5467.641113
	Iteration 45Q: 3 clusters Score -4977218 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58483 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4977234 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58564 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -4977256 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58638 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -4977285.500000 Penalty: 5467.641113
	Iteration 48Q: 3 clusters Score -4977286 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58705 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -4977308.500000 Penalty: 5467.641113
	Iteration 49Q: 3 clusters Score -4977308 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58764 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -4977313.500000 Penalty: 5467.641113
	Iteration 50Q: 3 clusters Score -4977314 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58819 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -4977318 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58866 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -4977335.500000 Penalty: 5467.641113
	Iteration 52Q: 3 clusters Score -4977336 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58917 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -4977346 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58959 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4977355 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59000 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4977362 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59037 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -4977378 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59080 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -4977395.500000 Penalty: 5467.641113
	Iteration 57Q: 3 clusters Score -4977396 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59127 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -4977412.500000 Penalty: 5467.641113
	Iteration 58Q: 3 clusters Score -4977412 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59169 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -4977430 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59203 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -4977431.500000 Penalty: 5467.641113
	Iteration 60F: 3 clusters Score -4977432 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59229 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4977441 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59254 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -4977448 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59279 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4977458 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59305 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4977462 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59332 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4977470 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59346 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4977469 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59364 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4977474 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59381 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4977486 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59393 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -4977490.500000 Penalty: 5467.641113
	Iteration 69Q: 3 clusters Score -4977490 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59405 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -4977498 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59415 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4977500 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59422 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4977501 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59429 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4977497 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59434 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4977500 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59442 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4977500 nChanged 10
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Mstep: Class 1 contains 59452 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4977505 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59461 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4977512 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59465 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4977513 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59470 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4977512 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59475 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -4977515.500000 Penalty: 5467.641113
	Iteration 80F: 3 clusters Score -4977516 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59479 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -4977522.500000 Penalty: 5467.641113
	Iteration 81Q: 3 clusters Score -4977522 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59486 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4977514 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59490 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4977514 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59492 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4977514 nChanged 2
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Mstep: Class 1 contains 59494 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4977515 nChanged 1
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Mstep: Class 1 contains 59495 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4977520 nChanged 1
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Mstep: Class 1 contains 59496 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4977512 nChanged 1
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4977512 nChanged 2
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4977511 nChanged 1
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Mstep: Class 1 contains 59500 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -4977514 nChanged 1
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Mstep: Class 1 contains 59501 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4977515 nChanged 3
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Mstep: Class 1 contains 59504 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4977519 nChanged 3
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Mstep: Class 1 contains 59507 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4977518 nChanged 3
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Mstep: Class 1 contains 59510 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4977515 nChanged 3
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Mstep: Class 1 contains 59513 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4977515 nChanged 4
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Mstep: Class 1 contains 59517 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4977520 nChanged 3
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Mstep: Class 1 contains 59520 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4977520 nChanged 4
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Mstep: Class 1 contains 59522 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4977524 nChanged 5
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Mstep: Class 1 contains 59527 members 
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	Iteration 99Q: 3 clusters Score -4977519 nChanged 8
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Mstep: Class 1 contains 59535 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -4977515 nChanged 4
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -4977517 nChanged 4
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -4977516 nChanged 2
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Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -4977521.000000 Penalty: 5467.641113
	Iteration 103Q: 3 clusters Score -4977521 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59545 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -4977521.000000 Penalty: 5467.641113
	Iteration 104F: 3 clusters Score -4977521 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (15503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15503 members 
Entering Unmasked Estep 
Score: -1234719.250000 Penalty: 2392.899414
	Iteration 0F: 2 clusters Score -1234719 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1223607.250000 Penalty: 4785.798828
	Iteration 0F: 3 clusters Score -1223607 nChanged 6642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -1227291.750000 Penalty: 4785.798828
	Iteration 1F: 3 clusters Score -1227292 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1228020.875000 Penalty: 4785.798828
	Iteration 2F: 3 clusters Score -1228021 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1228886.750000 Penalty: 4785.798828
	Iteration 3F: 3 clusters Score -1228887 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -1229887.625000 Penalty: 4785.798828
	Iteration 4F: 3 clusters Score -1229888 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1231034.625000 Penalty: 4785.798828
	Iteration 5F: 3 clusters Score -1231035 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -1231895.625000 Penalty: 4785.798828
	Iteration 6F: 3 clusters Score -1231896 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -1232452.250000 Penalty: 4785.798828
	Iteration 7F: 3 clusters Score -1232452 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -1232788.625000 Penalty: 4785.798828
	Iteration 8Q: 3 clusters Score -1232789 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -1232996.000000 Penalty: 4785.798828
	Iteration 9Q: 3 clusters Score -1232996 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1233119.125000 Penalty: 4785.798828
	Iteration 10Q: 3 clusters Score -1233119 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1233200.250000 Penalty: 4785.798828
	Iteration 11Q: 3 clusters Score -1233200 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1233251.750000 Penalty: 4785.798828
	Iteration 12Q: 3 clusters Score -1233252 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1233298.000000 Penalty: 4785.798828
	Iteration 13Q: 3 clusters Score -1233298 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1233338.625000 Penalty: 4785.798828
	Iteration 14Q: 3 clusters Score -1233339 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1233374.875000 Penalty: 4785.798828
	Iteration 15Q: 3 clusters Score -1233375 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1233408.500000 Penalty: 4785.798828
	Iteration 16Q: 3 clusters Score -1233408 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1233462.375000 Penalty: 4785.798828
	Iteration 17Q: 3 clusters Score -1233462 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1233503.625000 Penalty: 4785.798828
	Iteration 18Q: 3 clusters Score -1233504 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1233536.000000 Penalty: 4785.798828
	Iteration 19Q: 3 clusters Score -1233536 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1233564.000000 Penalty: 4785.798828
	Iteration 20F: 3 clusters Score -1233564 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1233589.250000 Penalty: 4785.798828
	Iteration 21Q: 3 clusters Score -1233589 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1233608.750000 Penalty: 4785.798828
	Iteration 22Q: 3 clusters Score -1233609 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1233630.375000 Penalty: 4785.798828
	Iteration 23Q: 3 clusters Score -1233630 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1233643.000000 Penalty: 4785.798828
	Iteration 24Q: 3 clusters Score -1233643 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1233669.375000 Penalty: 4785.798828
	Iteration 25Q: 3 clusters Score -1233669 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1233690.375000 Penalty: 4785.798828
	Iteration 26Q: 3 clusters Score -1233690 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1233712.750000 Penalty: 4785.798828
	Iteration 27Q: 3 clusters Score -1233713 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1233732.000000 Penalty: 4785.798828
	Iteration 28Q: 3 clusters Score -1233732 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1233745.000000 Penalty: 4785.798828
	Iteration 29Q: 3 clusters Score -1233745 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1233755.125000 Penalty: 4785.798828
	Iteration 30Q: 3 clusters Score -1233755 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1233767.000000 Penalty: 4785.798828
	Iteration 31Q: 3 clusters Score -1233767 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1233776.000000 Penalty: 4785.798828
	Iteration 32Q: 3 clusters Score -1233776 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1233782.250000 Penalty: 4785.798828
	Iteration 33Q: 3 clusters Score -1233782 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1233792.750000 Penalty: 4785.798828
	Iteration 34Q: 3 clusters Score -1233793 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1233803.125000 Penalty: 4785.798828
	Iteration 35Q: 3 clusters Score -1233803 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1233808.375000 Penalty: 4785.798828
	Iteration 36Q: 3 clusters Score -1233808 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1233816.000000 Penalty: 4785.798828
	Iteration 37Q: 3 clusters Score -1233816 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1233822.250000 Penalty: 4785.798828
	Iteration 38Q: 3 clusters Score -1233822 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1233825.000000 Penalty: 4785.798828
	Iteration 39Q: 3 clusters Score -1233825 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1233830.750000 Penalty: 4785.798828
	Iteration 40F: 3 clusters Score -1233831 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1233836.375000 Penalty: 4785.798828
	Iteration 41Q: 3 clusters Score -1233836 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1233841.875000 Penalty: 4785.798828
	Iteration 42Q: 3 clusters Score -1233842 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1233840.250000 Penalty: 4785.798828
	Iteration 43Q: 3 clusters Score -1233840 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1233845.500000 Penalty: 4785.798828
	Iteration 44Q: 3 clusters Score -1233846 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1233843.875000 Penalty: 4785.798828
	Iteration 45Q: 3 clusters Score -1233844 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1233845.250000 Penalty: 4785.798828
	Iteration 46Q: 3 clusters Score -1233845 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1233848.875000 Penalty: 4785.798828
	Iteration 47Q: 3 clusters Score -1233849 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1233847.875000 Penalty: 4785.798828
	Iteration 48Q: 3 clusters Score -1233848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1233846.125000 Penalty: 4785.798828
	Iteration 49Q: 3 clusters Score -1233846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1233849.375000 Penalty: 4785.798828
	Iteration 50Q: 3 clusters Score -1233849 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1233847.625000 Penalty: 4785.798828
	Iteration 51Q: 3 clusters Score -1233848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1233851.375000 Penalty: 4785.798828
	Iteration 52Q: 3 clusters Score -1233851 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1233850.250000 Penalty: 4785.798828
	Iteration 53Q: 3 clusters Score -1233850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1233853.375000 Penalty: 4785.798828
	Iteration 54Q: 3 clusters Score -1233853 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1233852.375000 Penalty: 4785.798828
	Iteration 55Q: 3 clusters Score -1233852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1233853.625000 Penalty: 4785.798828
	Iteration 56Q: 3 clusters Score -1233854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1233852.625000 Penalty: 4785.798828
	Iteration 57Q: 3 clusters Score -1233853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1233851.875000 Penalty: 4785.798828
	Iteration 58Q: 3 clusters Score -1233852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1233853.000000 Penalty: 4785.798828
	Iteration 59Q: 3 clusters Score -1233853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1233854.125000 Penalty: 4785.798828
	Iteration 60F: 3 clusters Score -1233854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1233854.750000 Penalty: 4785.798828
	Iteration 61Q: 3 clusters Score -1233855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1233855.875000 Penalty: 4785.798828
	Iteration 62Q: 3 clusters Score -1233856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1233856.000000 Penalty: 4785.798828
	Iteration 63Q: 3 clusters Score -1233856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1233855.875000 Penalty: 4785.798828
	Iteration 64Q: 3 clusters Score -1233856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1233856.375000 Penalty: 4785.798828
	Iteration 65Q: 3 clusters Score -1233856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1233855.750000 Penalty: 4785.798828
	Iteration 66Q: 3 clusters Score -1233856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1233855.750000 Penalty: 4785.798828
	Iteration 67F: 3 clusters Score -1233856 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Entering Unmasked Estep 
Score: -360503.906250 Penalty: 2101.312012
	Iteration 0F: 2 clusters Score -360503.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -356134.812500 Penalty: 4202.624023
	Iteration 0F: 3 clusters Score -356134.8 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -357121.687500 Penalty: 4202.624023
	Iteration 1F: 3 clusters Score -357121.7 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -357351.750000 Penalty: 4202.624023
	Iteration 2F: 3 clusters Score -357351.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -357504.218750 Penalty: 4202.624023
	Iteration 3F: 3 clusters Score -357504.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -357620.593750 Penalty: 4202.624023
	Iteration 4Q: 3 clusters Score -357620.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -357714.687500 Penalty: 4202.624023
	Iteration 5Q: 3 clusters Score -357714.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -357786.093750 Penalty: 4202.624023
	Iteration 6Q: 3 clusters Score -357786.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -357846.531250 Penalty: 4202.624023
	Iteration 7Q: 3 clusters Score -357846.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -357914.343750 Penalty: 4202.624023
	Iteration 8Q: 3 clusters Score -357914.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -357981.031250 Penalty: 4202.624023
	Iteration 9Q: 3 clusters Score -357981 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -358048.468750 Penalty: 4202.624023
	Iteration 10Q: 3 clusters Score -358048.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -358111.531250 Penalty: 4202.624023
	Iteration 11Q: 3 clusters Score -358111.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -358196.781250 Penalty: 4202.624023
	Iteration 12Q: 3 clusters Score -358196.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -358293.656250 Penalty: 4202.624023
	Iteration 13Q: 3 clusters Score -358293.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -358385.281250 Penalty: 4202.624023
	Iteration 14Q: 3 clusters Score -358385.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -358467.093750 Penalty: 4202.624023
	Iteration 15Q: 3 clusters Score -358467.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -358562.625000 Penalty: 4202.624023
	Iteration 16Q: 3 clusters Score -358562.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -358641.093750 Penalty: 4202.624023
	Iteration 17Q: 3 clusters Score -358641.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -358706.625000 Penalty: 4202.624023
	Iteration 18Q: 3 clusters Score -358706.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -358763.625000 Penalty: 4202.624023
	Iteration 19Q: 3 clusters Score -358763.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -358800.437500 Penalty: 4202.624023
	Iteration 20F: 3 clusters Score -358800.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -358834.906250 Penalty: 4202.624023
	Iteration 21Q: 3 clusters Score -358834.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -358861.062500 Penalty: 4202.624023
	Iteration 22Q: 3 clusters Score -358861.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -358877.093750 Penalty: 4202.624023
	Iteration 23Q: 3 clusters Score -358877.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -358889.093750 Penalty: 4202.624023
	Iteration 24Q: 3 clusters Score -358889.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -358897.125000 Penalty: 4202.624023
	Iteration 25Q: 3 clusters Score -358897.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -358910.281250 Penalty: 4202.624023
	Iteration 26Q: 3 clusters Score -358910.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -358921.375000 Penalty: 4202.624023
	Iteration 27Q: 3 clusters Score -358921.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -358931.281250 Penalty: 4202.624023
	Iteration 28Q: 3 clusters Score -358931.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -358935.062500 Penalty: 4202.624023
	Iteration 29Q: 3 clusters Score -358935.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -358937.625000 Penalty: 4202.624023
	Iteration 30Q: 3 clusters Score -358937.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -358940.875000 Penalty: 4202.624023
	Iteration 31Q: 3 clusters Score -358940.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -358945.187500 Penalty: 4202.624023
	Iteration 32Q: 3 clusters Score -358945.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -358949.562500 Penalty: 4202.624023
	Iteration 33Q: 3 clusters Score -358949.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -358955.781250 Penalty: 4202.624023
	Iteration 34Q: 3 clusters Score -358955.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -358957.750000 Penalty: 4202.624023
	Iteration 35Q: 3 clusters Score -358957.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -358959.906250 Penalty: 4202.624023
	Iteration 36Q: 3 clusters Score -358959.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -358960.062500 Penalty: 4202.624023
	Iteration 37Q: 3 clusters Score -358960.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -358960.656250 Penalty: 4202.624023
	Iteration 38Q: 3 clusters Score -358960.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -358961.593750 Penalty: 4202.624023
	Iteration 39Q: 3 clusters Score -358961.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -358961.531250 Penalty: 4202.624023
	Iteration 40F: 3 clusters Score -358961.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (61605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61605 members 
Entering Unmasked Estep 
Score: -4742174.000000 Penalty: 2735.067627
	Iteration 0F: 2 clusters Score -4742174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30897 members 
Mstep: Class 2 contains 30708 members 
Entering Unmasked Estep 
Score: -4700934.000000 Penalty: 5470.135254
	Iteration 0F: 3 clusters Score -4700934 nChanged 28631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31850 members 
Mstep: Class 2 contains 29755 members 
Entering Unmasked Estep 
Score: -4717821.000000 Penalty: 5470.135254
	Iteration 1F: 3 clusters Score -4717821 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32456 members 
Mstep: Class 2 contains 29149 members 
Entering Unmasked Estep 
Score: -4719330.500000 Penalty: 5470.135254
	Iteration 2F: 3 clusters Score -4719330 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33324 members 
Mstep: Class 2 contains 28281 members 
Entering Unmasked Estep 
Score: -4721550.500000 Penalty: 5470.135254
	Iteration 3F: 3 clusters Score -4721550 nChanged 4131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34593 members 
Mstep: Class 2 contains 27012 members 
Entering Unmasked Estep 
Score: -4724456.000000 Penalty: 5470.135254
	Iteration 4F: 3 clusters Score -4724456 nChanged 4477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36140 members 
Mstep: Class 2 contains 25465 members 
Entering Unmasked Estep 
Score: -4727876.500000 Penalty: 5470.135254
	Iteration 5F: 3 clusters Score -4727876 nChanged 4411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37949 members 
Mstep: Class 2 contains 23656 members 
Entering Unmasked Estep 
Score: -4731331.500000 Penalty: 5470.135254
	Iteration 6F: 3 clusters Score -4731332 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39637 members 
Mstep: Class 2 contains 21968 members 
Entering Unmasked Estep 
Score: -4734292.000000 Penalty: 5470.135254
	Iteration 7F: 3 clusters Score -4734292 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40962 members 
Mstep: Class 2 contains 20643 members 
Entering Unmasked Estep 
Score: -4736118.000000 Penalty: 5470.135254
	Iteration 8Q: 3 clusters Score -4736118 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41987 members 
Mstep: Class 2 contains 19618 members 
Entering Unmasked Estep 
Score: -4737115.000000 Penalty: 5470.135254
	Iteration 9Q: 3 clusters Score -4737115 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42871 members 
Mstep: Class 2 contains 18734 members 
Entering Unmasked Estep 
Score: -4737757.000000 Penalty: 5470.135254
	Iteration 10Q: 3 clusters Score -4737757 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43676 members 
Mstep: Class 2 contains 17929 members 
Entering Unmasked Estep 
Score: -4738219.500000 Penalty: 5470.135254
	Iteration 11Q: 3 clusters Score -4738220 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44418 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -4738587.000000 Penalty: 5470.135254
	Iteration 12Q: 3 clusters Score -4738587 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45140 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -4738929.500000 Penalty: 5470.135254
	Iteration 13Q: 3 clusters Score -4738930 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45826 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
Score: -4739171.500000 Penalty: 5470.135254
	Iteration 14Q: 3 clusters Score -4739172 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46427 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -4739375.000000 Penalty: 5470.135254
	Iteration 15Q: 3 clusters Score -4739375 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46938 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -4739537.000000 Penalty: 5470.135254
	Iteration 16Q: 3 clusters Score -4739537 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47409 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -4739691.000000 Penalty: 5470.135254
	Iteration 17Q: 3 clusters Score -4739691 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47836 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -4739799.500000 Penalty: 5470.135254
	Iteration 18Q: 3 clusters Score -4739800 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48281 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -4739913.500000 Penalty: 5470.135254
	Iteration 19Q: 3 clusters Score -4739914 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48691 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -4740008.500000 Penalty: 5470.135254
	Iteration 20F: 3 clusters Score -4740008 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49095 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -4740098.000000 Penalty: 5470.135254
	Iteration 21Q: 3 clusters Score -4740098 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49495 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -4740188.000000 Penalty: 5470.135254
	Iteration 22Q: 3 clusters Score -4740188 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49876 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -4740293.000000 Penalty: 5470.135254
	Iteration 23Q: 3 clusters Score -4740293 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50219 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -4740350.500000 Penalty: 5470.135254
	Iteration 24Q: 3 clusters Score -4740350 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50556 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -4740395.500000 Penalty: 5470.135254
	Iteration 25Q: 3 clusters Score -4740396 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50868 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -4740472.000000 Penalty: 5470.135254
	Iteration 26Q: 3 clusters Score -4740472 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51154 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -4740517.500000 Penalty: 5470.135254
	Iteration 27Q: 3 clusters Score -4740518 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51416 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -4740577.500000 Penalty: 5470.135254
	Iteration 28Q: 3 clusters Score -4740578 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51659 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -4740602.000000 Penalty: 5470.135254
	Iteration 29Q: 3 clusters Score -4740602 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51876 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -4740621.500000 Penalty: 5470.135254
	Iteration 30Q: 3 clusters Score -4740622 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52082 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -4740634.000000 Penalty: 5470.135254
	Iteration 31Q: 3 clusters Score -4740634 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52274 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -4740651.500000 Penalty: 5470.135254
	Iteration 32Q: 3 clusters Score -4740652 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52455 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -4740680.500000 Penalty: 5470.135254
	Iteration 33Q: 3 clusters Score -4740680 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52616 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -4740720.500000 Penalty: 5470.135254
	Iteration 34Q: 3 clusters Score -4740720 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52774 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -4740759.000000 Penalty: 5470.135254
	Iteration 35Q: 3 clusters Score -4740759 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52909 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -4740757.000000 Penalty: 5470.135254
	Iteration 36Q: 3 clusters Score -4740757 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53029 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -4740774.500000 Penalty: 5470.135254
	Iteration 37Q: 3 clusters Score -4740774 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53119 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -4740782.000000 Penalty: 5470.135254
	Iteration 38Q: 3 clusters Score -4740782 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53198 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -4740778.000000 Penalty: 5470.135254
	Iteration 39Q: 3 clusters Score -4740778 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53265 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -4740795.000000 Penalty: 5470.135254
	Iteration 40F: 3 clusters Score -4740795 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53336 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -4740805.500000 Penalty: 5470.135254
	Iteration 41Q: 3 clusters Score -4740806 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53414 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -4740814.000000 Penalty: 5470.135254
	Iteration 42Q: 3 clusters Score -4740814 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53489 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -4740812.500000 Penalty: 5470.135254
	Iteration 43Q: 3 clusters Score -4740812 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53564 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -4740830.500000 Penalty: 5470.135254
	Iteration 44Q: 3 clusters Score -4740830 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53632 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -4740832.000000 Penalty: 5470.135254
	Iteration 45Q: 3 clusters Score -4740832 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53697 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -4740827.000000 Penalty: 5470.135254
	Iteration 46Q: 3 clusters Score -4740827 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53751 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -4740842.500000 Penalty: 5470.135254
	Iteration 47Q: 3 clusters Score -4740842 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53800 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -4740851.500000 Penalty: 5470.135254
	Iteration 48Q: 3 clusters Score -4740852 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53856 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -4740842.000000 Penalty: 5470.135254
	Iteration 49Q: 3 clusters Score -4740842 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53922 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -4740837.500000 Penalty: 5470.135254
	Iteration 50Q: 3 clusters Score -4740838 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53977 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -4740856.000000 Penalty: 5470.135254
	Iteration 51Q: 3 clusters Score -4740856 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54022 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -4740856.000000 Penalty: 5470.135254
	Iteration 52Q: 3 clusters Score -4740856 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54057 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -4740854.000000 Penalty: 5470.135254
	Iteration 53Q: 3 clusters Score -4740854 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54093 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -4740858.000000 Penalty: 5470.135254
	Iteration 54Q: 3 clusters Score -4740858 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54124 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -4740870.500000 Penalty: 5470.135254
	Iteration 55Q: 3 clusters Score -4740870 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54155 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -4740871.000000 Penalty: 5470.135254
	Iteration 56Q: 3 clusters Score -4740871 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54195 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -4740866.500000 Penalty: 5470.135254
	Iteration 57Q: 3 clusters Score -4740866 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54223 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -4740868.000000 Penalty: 5470.135254
	Iteration 58Q: 3 clusters Score -4740868 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54253 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -4740865.000000 Penalty: 5470.135254
	Iteration 59Q: 3 clusters Score -4740865 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54277 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -4740868.500000 Penalty: 5470.135254
	Iteration 60F: 3 clusters Score -4740868 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54299 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -4740872.500000 Penalty: 5470.135254
	Iteration 61Q: 3 clusters Score -4740872 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54323 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -4740869.500000 Penalty: 5470.135254
	Iteration 62Q: 3 clusters Score -4740870 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54345 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -4740877.500000 Penalty: 5470.135254
	Iteration 63Q: 3 clusters Score -4740878 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54368 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -4740888.500000 Penalty: 5470.135254
	Iteration 64Q: 3 clusters Score -4740888 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54393 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -4740888.500000 Penalty: 5470.135254
	Iteration 65Q: 3 clusters Score -4740888 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54420 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -4740894.000000 Penalty: 5470.135254
	Iteration 66Q: 3 clusters Score -4740894 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54445 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -4740888.500000 Penalty: 5470.135254
	Iteration 67Q: 3 clusters Score -4740888 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54460 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -4740884.500000 Penalty: 5470.135254
	Iteration 68Q: 3 clusters Score -4740884 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54478 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -4740894.500000 Penalty: 5470.135254
	Iteration 69Q: 3 clusters Score -4740894 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54498 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -4740894.500000 Penalty: 5470.135254
	Iteration 70Q: 3 clusters Score -4740894 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54522 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -4740893.500000 Penalty: 5470.135254
	Iteration 71Q: 3 clusters Score -4740894 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54550 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -4740901.000000 Penalty: 5470.135254
	Iteration 72Q: 3 clusters Score -4740901 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54581 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -4740891.500000 Penalty: 5470.135254
	Iteration 73Q: 3 clusters Score -4740892 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54608 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -4740898.000000 Penalty: 5470.135254
	Iteration 74Q: 3 clusters Score -4740898 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54619 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -4740899.500000 Penalty: 5470.135254
	Iteration 75Q: 3 clusters Score -4740900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54628 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -4740897.500000 Penalty: 5470.135254
	Iteration 76Q: 3 clusters Score -4740898 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54641 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -4740900.000000 Penalty: 5470.135254
	Iteration 77Q: 3 clusters Score -4740900 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54656 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -4740913.000000 Penalty: 5470.135254
	Iteration 78Q: 3 clusters Score -4740913 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54673 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -4740912.500000 Penalty: 5470.135254
	Iteration 79Q: 3 clusters Score -4740912 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54685 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -4740912.500000 Penalty: 5470.135254
	Iteration 80F: 3 clusters Score -4740912 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54698 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -4740907.000000 Penalty: 5470.135254
	Iteration 81Q: 3 clusters Score -4740907 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54710 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -4740910.500000 Penalty: 5470.135254
	Iteration 82Q: 3 clusters Score -4740910 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54725 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -4740918.000000 Penalty: 5470.135254
	Iteration 83Q: 3 clusters Score -4740918 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54739 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -4740914.500000 Penalty: 5470.135254
	Iteration 84Q: 3 clusters Score -4740914 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54759 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -4740917.500000 Penalty: 5470.135254
	Iteration 85Q: 3 clusters Score -4740918 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54767 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -4740923.500000 Penalty: 5470.135254
	Iteration 86Q: 3 clusters Score -4740924 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54776 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -4740918.000000 Penalty: 5470.135254
	Iteration 87Q: 3 clusters Score -4740918 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54788 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -4740917.500000 Penalty: 5470.135254
	Iteration 88Q: 3 clusters Score -4740918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54798 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -4740913.500000 Penalty: 5470.135254
	Iteration 89Q: 3 clusters Score -4740914 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54806 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -4740920.500000 Penalty: 5470.135254
	Iteration 90Q: 3 clusters Score -4740920 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54816 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -4740909.500000 Penalty: 5470.135254
	Iteration 91Q: 3 clusters Score -4740910 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54824 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -4740915.500000 Penalty: 5470.135254
	Iteration 92Q: 3 clusters Score -4740916 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54834 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -4740913.500000 Penalty: 5470.135254
	Iteration 93Q: 3 clusters Score -4740914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54843 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -4740917.000000 Penalty: 5470.135254
	Iteration 94Q: 3 clusters Score -4740917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54845 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -4740920.500000 Penalty: 5470.135254
	Iteration 95Q: 3 clusters Score -4740920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54845 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -4740920.500000 Penalty: 5470.135254
	Iteration 96F: 3 clusters Score -4740920 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Entering Unmasked Estep 
Score: -439495.031250 Penalty: 2139.571045
	Iteration 0F: 2 clusters Score -439495 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 2820 members 
Entering Unmasked Estep 
Score: -434630.125000 Penalty: 4279.142090
	Iteration 0F: 3 clusters Score -434630.1 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -435866.093750 Penalty: 4279.142090
	Iteration 1F: 3 clusters Score -435866.1 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -436131.843750 Penalty: 4279.142090
	Iteration 2F: 3 clusters Score -436131.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -436312.781250 Penalty: 4279.142090
	Iteration 3F: 3 clusters Score -436312.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -436450.375000 Penalty: 4279.142090
	Iteration 4Q: 3 clusters Score -436450.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -436600.281250 Penalty: 4279.142090
	Iteration 5Q: 3 clusters Score -436600.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -436731.218750 Penalty: 4279.142090
	Iteration 6Q: 3 clusters Score -436731.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -436853.000000 Penalty: 4279.142090
	Iteration 7Q: 3 clusters Score -436853 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -436967.000000 Penalty: 4279.142090
	Iteration 8Q: 3 clusters Score -436967 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -437092.500000 Penalty: 4279.142090
	Iteration 9Q: 3 clusters Score -437092.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -437234.968750 Penalty: 4279.142090
	Iteration 10Q: 3 clusters Score -437235 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -437365.250000 Penalty: 4279.142090
	Iteration 11Q: 3 clusters Score -437365.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -437493.375000 Penalty: 4279.142090
	Iteration 12Q: 3 clusters Score -437493.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -437605.593750 Penalty: 4279.142090
	Iteration 13Q: 3 clusters Score -437605.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -437717.281250 Penalty: 4279.142090
	Iteration 14Q: 3 clusters Score -437717.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -437814.406250 Penalty: 4279.142090
	Iteration 15Q: 3 clusters Score -437814.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -437891.437500 Penalty: 4279.142090
	Iteration 16Q: 3 clusters Score -437891.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -437953.812500 Penalty: 4279.142090
	Iteration 17Q: 3 clusters Score -437953.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -437996.062500 Penalty: 4279.142090
	Iteration 18Q: 3 clusters Score -437996.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -438026.406250 Penalty: 4279.142090
	Iteration 19Q: 3 clusters Score -438026.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -438050.968750 Penalty: 4279.142090
	Iteration 20F: 3 clusters Score -438051 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -438075.687500 Penalty: 4279.142090
	Iteration 21Q: 3 clusters Score -438075.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -438098.000000 Penalty: 4279.142090
	Iteration 22Q: 3 clusters Score -438098 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -438116.031250 Penalty: 4279.142090
	Iteration 23Q: 3 clusters Score -438116 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -438127.312500 Penalty: 4279.142090
	Iteration 24Q: 3 clusters Score -438127.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -438137.156250 Penalty: 4279.142090
	Iteration 25Q: 3 clusters Score -438137.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -438143.406250 Penalty: 4279.142090
	Iteration 26Q: 3 clusters Score -438143.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -438150.718750 Penalty: 4279.142090
	Iteration 27Q: 3 clusters Score -438150.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -438156.125000 Penalty: 4279.142090
	Iteration 28Q: 3 clusters Score -438156.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -438161.218750 Penalty: 4279.142090
	Iteration 29Q: 3 clusters Score -438161.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -438165.375000 Penalty: 4279.142090
	Iteration 30Q: 3 clusters Score -438165.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -438172.593750 Penalty: 4279.142090
	Iteration 31Q: 3 clusters Score -438172.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -438179.812500 Penalty: 4279.142090
	Iteration 32Q: 3 clusters Score -438179.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -438187.687500 Penalty: 4279.142090
	Iteration 33Q: 3 clusters Score -438187.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -438194.843750 Penalty: 4279.142090
	Iteration 34Q: 3 clusters Score -438194.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -438200.531250 Penalty: 4279.142090
	Iteration 35Q: 3 clusters Score -438200.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -438207.937500 Penalty: 4279.142090
	Iteration 36Q: 3 clusters Score -438207.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -438213.656250 Penalty: 4279.142090
	Iteration 37Q: 3 clusters Score -438213.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -438217.437500 Penalty: 4279.142090
	Iteration 38Q: 3 clusters Score -438217.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -438220.156250 Penalty: 4279.142090
	Iteration 39Q: 3 clusters Score -438220.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -438222.250000 Penalty: 4279.142090
	Iteration 40F: 3 clusters Score -438222.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -438226.500000 Penalty: 4279.142090
	Iteration 41Q: 3 clusters Score -438226.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -438229.375000 Penalty: 4279.142090
	Iteration 42Q: 3 clusters Score -438229.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -438232.500000 Penalty: 4279.142090
	Iteration 43Q: 3 clusters Score -438232.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -438234.843750 Penalty: 4279.142090
	Iteration 44Q: 3 clusters Score -438234.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -438236.906250 Penalty: 4279.142090
	Iteration 45Q: 3 clusters Score -438236.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -438236.718750 Penalty: 4279.142090
	Iteration 46Q: 3 clusters Score -438236.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -438237.875000 Penalty: 4279.142090
	Iteration 47Q: 3 clusters Score -438237.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -438238.437500 Penalty: 4279.142090
	Iteration 48Q: 3 clusters Score -438238.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -438238.843750 Penalty: 4279.142090
	Iteration 49Q: 3 clusters Score -438238.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -438239.218750 Penalty: 4279.142090
	Iteration 50Q: 3 clusters Score -438239.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -438241.125000 Penalty: 4279.142090
	Iteration 51Q: 3 clusters Score -438241.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -438244.125000 Penalty: 4279.142090
	Iteration 52Q: 3 clusters Score -438244.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -438248.062500 Penalty: 4279.142090
	Iteration 53Q: 3 clusters Score -438248.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -438250.937500 Penalty: 4279.142090
	Iteration 54Q: 3 clusters Score -438250.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -438253.406250 Penalty: 4279.142090
	Iteration 55Q: 3 clusters Score -438253.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -438252.937500 Penalty: 4279.142090
	Iteration 56Q: 3 clusters Score -438252.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -438254.531250 Penalty: 4279.142090
	Iteration 57Q: 3 clusters Score -438254.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -438256.343750 Penalty: 4279.142090
	Iteration 58Q: 3 clusters Score -438256.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -438257.000000 Penalty: 4279.142090
	Iteration 59Q: 3 clusters Score -438257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -438257.218750 Penalty: 4279.142090
	Iteration 60F: 3 clusters Score -438257.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (6233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Entering Unmasked Estep 
Score: -458663.656250 Penalty: 2166.927979
	Iteration 0F: 2 clusters Score -458663.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -453408.187500 Penalty: 4333.855957
	Iteration 0F: 3 clusters Score -453408.2 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -454912.906250 Penalty: 4333.855957
	Iteration 1F: 3 clusters Score -454912.9 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -455315.531250 Penalty: 4333.855957
	Iteration 2F: 3 clusters Score -455315.5 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -455610.968750 Penalty: 4333.855957
	Iteration 3F: 3 clusters Score -455611 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -455836.406250 Penalty: 4333.855957
	Iteration 4F: 3 clusters Score -455836.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -456004.625000 Penalty: 4333.855957
	Iteration 5Q: 3 clusters Score -456004.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -456137.062500 Penalty: 4333.855957
	Iteration 6Q: 3 clusters Score -456137.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -456296.156250 Penalty: 4333.855957
	Iteration 7Q: 3 clusters Score -456296.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -456474.531250 Penalty: 4333.855957
	Iteration 8Q: 3 clusters Score -456474.5 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -456663.562500 Penalty: 4333.855957
	Iteration 9Q: 3 clusters Score -456663.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -456886.062500 Penalty: 4333.855957
	Iteration 10Q: 3 clusters Score -456886.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -457075.375000 Penalty: 4333.855957
	Iteration 11Q: 3 clusters Score -457075.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -457236.875000 Penalty: 4333.855957
	Iteration 12Q: 3 clusters Score -457236.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -457369.968750 Penalty: 4333.855957
	Iteration 13Q: 3 clusters Score -457370 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -457493.062500 Penalty: 4333.855957
	Iteration 14Q: 3 clusters Score -457493.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -457607.937500 Penalty: 4333.855957
	Iteration 15Q: 3 clusters Score -457607.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -457698.656250 Penalty: 4333.855957
	Iteration 16Q: 3 clusters Score -457698.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -457782.125000 Penalty: 4333.855957
	Iteration 17Q: 3 clusters Score -457782.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -457882.968750 Penalty: 4333.855957
	Iteration 18Q: 3 clusters Score -457883 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -457965.218750 Penalty: 4333.855957
	Iteration 19Q: 3 clusters Score -457965.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -458043.500000 Penalty: 4333.855957
	Iteration 20F: 3 clusters Score -458043.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -458085.125000 Penalty: 4333.855957
	Iteration 21Q: 3 clusters Score -458085.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -458112.187500 Penalty: 4333.855957
	Iteration 22Q: 3 clusters Score -458112.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -458129.156250 Penalty: 4333.855957
	Iteration 23Q: 3 clusters Score -458129.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -458139.500000 Penalty: 4333.855957
	Iteration 24Q: 3 clusters Score -458139.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -458142.062500 Penalty: 4333.855957
	Iteration 25Q: 3 clusters Score -458142.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -458146.093750 Penalty: 4333.855957
	Iteration 26Q: 3 clusters Score -458146.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -458150.093750 Penalty: 4333.855957
	Iteration 27Q: 3 clusters Score -458150.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -458151.937500 Penalty: 4333.855957
	Iteration 28Q: 3 clusters Score -458151.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -458154.937500 Penalty: 4333.855957
	Iteration 29Q: 3 clusters Score -458154.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -458156.656250 Penalty: 4333.855957
	Iteration 30Q: 3 clusters Score -458156.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -458157.718750 Penalty: 4333.855957
	Iteration 31Q: 3 clusters Score -458157.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -458159.062500 Penalty: 4333.855957
	Iteration 32Q: 3 clusters Score -458159.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -458161.437500 Penalty: 4333.855957
	Iteration 33Q: 3 clusters Score -458161.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -458164.312500 Penalty: 4333.855957
	Iteration 34Q: 3 clusters Score -458164.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -458167.750000 Penalty: 4333.855957
	Iteration 35Q: 3 clusters Score -458167.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -458169.468750 Penalty: 4333.855957
	Iteration 36Q: 3 clusters Score -458169.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -458169.812500 Penalty: 4333.855957
	Iteration 37Q: 3 clusters Score -458169.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -458169.812500 Penalty: 4333.855957
	Iteration 38F: 3 clusters Score -458169.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Entering Unmasked Estep 
Score: -240875.281250 Penalty: 2000.652954
	Iteration 0F: 2 clusters Score -240875.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -237475.718750 Penalty: 4001.305908
	Iteration 0F: 3 clusters Score -237475.7 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -238176.531250 Penalty: 4001.305908
	Iteration 1F: 3 clusters Score -238176.5 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -238345.078125 Penalty: 4001.305908
	Iteration 2F: 3 clusters Score -238345.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -238445.765625 Penalty: 4001.305908
	Iteration 3Q: 3 clusters Score -238445.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -238509.468750 Penalty: 4001.305908
	Iteration 4Q: 3 clusters Score -238509.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -238567.343750 Penalty: 4001.305908
	Iteration 5Q: 3 clusters Score -238567.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -238615.609375 Penalty: 4001.305908
	Iteration 6Q: 3 clusters Score -238615.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -238647.359375 Penalty: 4001.305908
	Iteration 7Q: 3 clusters Score -238647.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -238679.343750 Penalty: 4001.305908
	Iteration 8Q: 3 clusters Score -238679.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -238701.046875 Penalty: 4001.305908
	Iteration 9Q: 3 clusters Score -238701 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -238717.578125 Penalty: 4001.305908
	Iteration 10Q: 3 clusters Score -238717.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -238729.328125 Penalty: 4001.305908
	Iteration 11Q: 3 clusters Score -238729.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -238742.218750 Penalty: 4001.305908
	Iteration 12Q: 3 clusters Score -238742.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -238752.578125 Penalty: 4001.305908
	Iteration 13Q: 3 clusters Score -238752.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -238764.671875 Penalty: 4001.305908
	Iteration 14Q: 3 clusters Score -238764.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -238770.531250 Penalty: 4001.305908
	Iteration 15Q: 3 clusters Score -238770.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -238774.468750 Penalty: 4001.305908
	Iteration 16Q: 3 clusters Score -238774.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -238780.750000 Penalty: 4001.305908
	Iteration 17Q: 3 clusters Score -238780.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -238784.640625 Penalty: 4001.305908
	Iteration 18Q: 3 clusters Score -238784.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -238788.593750 Penalty: 4001.305908
	Iteration 19Q: 3 clusters Score -238788.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -238790.406250 Penalty: 4001.305908
	Iteration 20F: 3 clusters Score -238790.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -238792.937500 Penalty: 4001.305908
	Iteration 21Q: 3 clusters Score -238792.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -238795.968750 Penalty: 4001.305908
	Iteration 22Q: 3 clusters Score -238796 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -238800.843750 Penalty: 4001.305908
	Iteration 23Q: 3 clusters Score -238800.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -238803.765625 Penalty: 4001.305908
	Iteration 24Q: 3 clusters Score -238803.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -238803.765625 Penalty: 4001.305908
	Iteration 25F: 3 clusters Score -238803.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (77354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77354 members 
Entering Unmasked Estep 
Score: -6276968.500000 Penalty: 2791.524658
	Iteration 0F: 2 clusters Score -6276968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38392 members 
Mstep: Class 2 contains 38962 members 
Entering Unmasked Estep 
Score: -6225136.000000 Penalty: 5583.049316
	Iteration 0F: 3 clusters Score -6225136 nChanged 36227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35113 members 
Mstep: Class 2 contains 42241 members 
Entering Unmasked Estep 
Score: -6245935.500000 Penalty: 5583.049316
	Iteration 1F: 3 clusters Score -6245936 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33087 members 
Mstep: Class 2 contains 44267 members 
Entering Unmasked Estep 
Score: -6246990.500000 Penalty: 5583.049316
	Iteration 2Q: 3 clusters Score -6246990 nChanged 3759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30008 members 
Mstep: Class 2 contains 47346 members 
Entering Unmasked Estep 
Score: -6248661.000000 Penalty: 5583.049316
	Iteration 3Q: 3 clusters Score -6248661 nChanged 4621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25755 members 
Mstep: Class 2 contains 51599 members 
Entering Unmasked Estep 
Score: -6251278.000000 Penalty: 5583.049316
	Iteration 4F: 3 clusters Score -6251278 nChanged 5910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20049 members 
Mstep: Class 2 contains 57305 members 
Entering Unmasked Estep 
Score: -6255657.500000 Penalty: 5583.049316
	Iteration 5F: 3 clusters Score -6255658 nChanged 6620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 63875 members 
Entering Unmasked Estep 
Score: -6261694.500000 Penalty: 5583.049316
	Iteration 6F: 3 clusters Score -6261694 nChanged 6046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 69901 members 
Entering Unmasked Estep 
Score: -6267592.500000 Penalty: 5583.049316
	Iteration 7F: 3 clusters Score -6267592 nChanged 4075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 73972 members 
Entering Unmasked Estep 
Score: -6271658.500000 Penalty: 5583.049316
	Iteration 8F: 3 clusters Score -6271658 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 75861 members 
Entering Unmasked Estep 
Score: -6273453.500000 Penalty: 5583.049316
	Iteration 9Q: 3 clusters Score -6273454 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 76570 members 
Entering Unmasked Estep 
Score: -6274138.000000 Penalty: 5583.049316
	Iteration 10Q: 3 clusters Score -6274138 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 76808 members 
Entering Unmasked Estep 
Score: -6274351.500000 Penalty: 5583.049316
	Iteration 11Q: 3 clusters Score -6274352 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 76914 members 
Entering Unmasked Estep 
Score: -6274448.000000 Penalty: 5583.049316
	Iteration 12Q: 3 clusters Score -6274448 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 76963 members 
Entering Unmasked Estep 
Score: -6274503.500000 Penalty: 5583.049316
	Iteration 13Q: 3 clusters Score -6274504 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 76990 members 
Entering Unmasked Estep 
Score: -6274533.500000 Penalty: 5583.049316
	Iteration 14Q: 3 clusters Score -6274534 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 77000 members 
Entering Unmasked Estep 
Score: -6274554.000000 Penalty: 5583.049316
	Iteration 15Q: 3 clusters Score -6274554 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 77012 members 
Entering Unmasked Estep 
Score: -6274573.500000 Penalty: 5583.049316
	Iteration 16Q: 3 clusters Score -6274574 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 77014 members 
Entering Unmasked Estep 
Score: -6274590.500000 Penalty: 5583.049316
	Iteration 17Q: 3 clusters Score -6274590 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 77015 members 
Entering Unmasked Estep 
Score: -6274612.000000 Penalty: 5583.049316
	Iteration 18Q: 3 clusters Score -6274612 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 77020 members 
Entering Unmasked Estep 
Score: -6274629.500000 Penalty: 5583.049316
	Iteration 19Q: 3 clusters Score -6274630 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 77032 members 
Entering Unmasked Estep 
Score: -6274641.000000 Penalty: 5583.049316
	Iteration 20F: 3 clusters Score -6274641 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 77037 members 
Entering Unmasked Estep 
Score: -6274657.000000 Penalty: 5583.049316
	Iteration 21Q: 3 clusters Score -6274657 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 77044 members 
Entering Unmasked Estep 
Score: -6274671.500000 Penalty: 5583.049316
	Iteration 22Q: 3 clusters Score -6274672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 77047 members 
Entering Unmasked Estep 
Score: -6274686.000000 Penalty: 5583.049316
	Iteration 23Q: 3 clusters Score -6274686 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 77052 members 
Entering Unmasked Estep 
Score: -6274703.000000 Penalty: 5583.049316
	Iteration 24Q: 3 clusters Score -6274703 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 77057 members 
Entering Unmasked Estep 
Score: -6274703.500000 Penalty: 5583.049316
	Iteration 25Q: 3 clusters Score -6274704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 77058 members 
Entering Unmasked Estep 
Score: -6274708.000000 Penalty: 5583.049316
	Iteration 26Q: 3 clusters Score -6274708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 77058 members 
Entering Unmasked Estep 
Score: -6274708.000000 Penalty: 5583.049316
	Iteration 27F: 3 clusters Score -6274708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (5007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Entering Unmasked Estep 
Score: -360239.906250 Penalty: 2112.610840
	Iteration 0F: 2 clusters Score -360239.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -355685.687500 Penalty: 4225.221680
	Iteration 0F: 3 clusters Score -355685.7 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -356857.062500 Penalty: 4225.221680
	Iteration 1F: 3 clusters Score -356857.1 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -357145.437500 Penalty: 4225.221680
	Iteration 2F: 3 clusters Score -357145.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -357353.531250 Penalty: 4225.221680
	Iteration 3F: 3 clusters Score -357353.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -357496.000000 Penalty: 4225.221680
	Iteration 4Q: 3 clusters Score -357496 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -357592.875000 Penalty: 4225.221680
	Iteration 5Q: 3 clusters Score -357592.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -357670.062500 Penalty: 4225.221680
	Iteration 6Q: 3 clusters Score -357670.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -357732.625000 Penalty: 4225.221680
	Iteration 7Q: 3 clusters Score -357732.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -357789.875000 Penalty: 4225.221680
	Iteration 8Q: 3 clusters Score -357789.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -357864.343750 Penalty: 4225.221680
	Iteration 9Q: 3 clusters Score -357864.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -357940.781250 Penalty: 4225.221680
	Iteration 10Q: 3 clusters Score -357940.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -358016.000000 Penalty: 4225.221680
	Iteration 11Q: 3 clusters Score -358016 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -358091.531250 Penalty: 4225.221680
	Iteration 12Q: 3 clusters Score -358091.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -358177.218750 Penalty: 4225.221680
	Iteration 13Q: 3 clusters Score -358177.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -358257.187500 Penalty: 4225.221680
	Iteration 14Q: 3 clusters Score -358257.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -358320.343750 Penalty: 4225.221680
	Iteration 15Q: 3 clusters Score -358320.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -358373.593750 Penalty: 4225.221680
	Iteration 16Q: 3 clusters Score -358373.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -358427.812500 Penalty: 4225.221680
	Iteration 17Q: 3 clusters Score -358427.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -358476.656250 Penalty: 4225.221680
	Iteration 18Q: 3 clusters Score -358476.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -358524.343750 Penalty: 4225.221680
	Iteration 19Q: 3 clusters Score -358524.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -358589.062500 Penalty: 4225.221680
	Iteration 20F: 3 clusters Score -358589.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -358631.375000 Penalty: 4225.221680
	Iteration 21Q: 3 clusters Score -358631.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -358658.437500 Penalty: 4225.221680
	Iteration 22Q: 3 clusters Score -358658.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -358678.781250 Penalty: 4225.221680
	Iteration 23Q: 3 clusters Score -358678.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -358695.406250 Penalty: 4225.221680
	Iteration 24Q: 3 clusters Score -358695.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -358712.031250 Penalty: 4225.221680
	Iteration 25Q: 3 clusters Score -358712 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -358722.593750 Penalty: 4225.221680
	Iteration 26Q: 3 clusters Score -358722.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -358729.000000 Penalty: 4225.221680
	Iteration 27Q: 3 clusters Score -358729 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -358734.718750 Penalty: 4225.221680
	Iteration 28Q: 3 clusters Score -358734.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -358735.750000 Penalty: 4225.221680
	Iteration 29Q: 3 clusters Score -358735.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -358738.687500 Penalty: 4225.221680
	Iteration 30Q: 3 clusters Score -358738.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -358741.031250 Penalty: 4225.221680
	Iteration 31Q: 3 clusters Score -358741 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -358742.187500 Penalty: 4225.221680
	Iteration 32Q: 3 clusters Score -358742.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -358744.156250 Penalty: 4225.221680
	Iteration 33Q: 3 clusters Score -358744.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -358745.562500 Penalty: 4225.221680
	Iteration 34Q: 3 clusters Score -358745.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -358748.625000 Penalty: 4225.221680
	Iteration 35Q: 3 clusters Score -358748.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -358750.500000 Penalty: 4225.221680
	Iteration 36Q: 3 clusters Score -358750.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -358752.312500 Penalty: 4225.221680
	Iteration 37Q: 3 clusters Score -358752.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -358753.312500 Penalty: 4225.221680
	Iteration 38Q: 3 clusters Score -358753.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -358754.125000 Penalty: 4225.221680
	Iteration 39Q: 3 clusters Score -358754.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -358754.125000 Penalty: 4225.221680
	Iteration 40F: 3 clusters Score -358754.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -358754.843750 Penalty: 4225.221680
	Iteration 41Q: 3 clusters Score -358754.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -358754.750000 Penalty: 4225.221680
	Iteration 42Q: 3 clusters Score -358754.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -358754.750000 Penalty: 4225.221680
	Iteration 43F: 3 clusters Score -358754.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (7823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Entering Unmasked Estep 
Score: -603231.750000 Penalty: 2223.276367
	Iteration 0F: 2 clusters Score -603231.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -596931.000000 Penalty: 4446.552734
	Iteration 0F: 3 clusters Score -596931 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -598591.125000 Penalty: 4446.552734
	Iteration 1F: 3 clusters Score -598591.1 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -598894.437500 Penalty: 4446.552734
	Iteration 2F: 3 clusters Score -598894.4 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -599142.437500 Penalty: 4446.552734
	Iteration 3F: 3 clusters Score -599142.4 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -599366.187500 Penalty: 4446.552734
	Iteration 4Q: 3 clusters Score -599366.2 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -599610.812500 Penalty: 4446.552734
	Iteration 5Q: 3 clusters Score -599610.8 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -599870.250000 Penalty: 4446.552734
	Iteration 6Q: 3 clusters Score -599870.2 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -600119.625000 Penalty: 4446.552734
	Iteration 7Q: 3 clusters Score -600119.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -600349.562500 Penalty: 4446.552734
	Iteration 8Q: 3 clusters Score -600349.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -600564.625000 Penalty: 4446.552734
	Iteration 9Q: 3 clusters Score -600564.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -600775.062500 Penalty: 4446.552734
	Iteration 10Q: 3 clusters Score -600775.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -600991.687500 Penalty: 4446.552734
	Iteration 11Q: 3 clusters Score -600991.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -601201.750000 Penalty: 4446.552734
	Iteration 12Q: 3 clusters Score -601201.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -601403.750000 Penalty: 4446.552734
	Iteration 13Q: 3 clusters Score -601403.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -601615.937500 Penalty: 4446.552734
	Iteration 14Q: 3 clusters Score -601615.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -601782.312500 Penalty: 4446.552734
	Iteration 15Q: 3 clusters Score -601782.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -601903.875000 Penalty: 4446.552734
	Iteration 16Q: 3 clusters Score -601903.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -601974.937500 Penalty: 4446.552734
	Iteration 17Q: 3 clusters Score -601974.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -602029.625000 Penalty: 4446.552734
	Iteration 18Q: 3 clusters Score -602029.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -602061.875000 Penalty: 4446.552734
	Iteration 19Q: 3 clusters Score -602061.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -602077.062500 Penalty: 4446.552734
	Iteration 20F: 3 clusters Score -602077.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -602082.000000 Penalty: 4446.552734
	Iteration 21Q: 3 clusters Score -602082 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -602085.437500 Penalty: 4446.552734
	Iteration 22Q: 3 clusters Score -602085.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -602088.250000 Penalty: 4446.552734
	Iteration 23Q: 3 clusters Score -602088.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -602089.562500 Penalty: 4446.552734
	Iteration 24Q: 3 clusters Score -602089.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -602090.250000 Penalty: 4446.552734
	Iteration 25Q: 3 clusters Score -602090.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -602091.062500 Penalty: 4446.552734
	Iteration 26Q: 3 clusters Score -602091.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -602091.062500 Penalty: 4446.552734
	Iteration 27F: 3 clusters Score -602091.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (4038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Entering Unmasked Estep 
Score: -293855.468750 Penalty: 2059.269287
	Iteration 0F: 2 clusters Score -293855.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -289979.000000 Penalty: 4118.538574
	Iteration 0F: 3 clusters Score -289979 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -290910.312500 Penalty: 4118.538574
	Iteration 1F: 3 clusters Score -290910.3 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -291126.906250 Penalty: 4118.538574
	Iteration 2F: 3 clusters Score -291126.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -291258.531250 Penalty: 4118.538574
	Iteration 3F: 3 clusters Score -291258.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -291355.968750 Penalty: 4118.538574
	Iteration 4Q: 3 clusters Score -291356 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -291437.062500 Penalty: 4118.538574
	Iteration 5Q: 3 clusters Score -291437.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -291501.156250 Penalty: 4118.538574
	Iteration 6Q: 3 clusters Score -291501.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -291556.531250 Penalty: 4118.538574
	Iteration 7Q: 3 clusters Score -291556.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -291620.500000 Penalty: 4118.538574
	Iteration 8Q: 3 clusters Score -291620.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -291685.781250 Penalty: 4118.538574
	Iteration 9Q: 3 clusters Score -291685.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -291754.312500 Penalty: 4118.538574
	Iteration 10Q: 3 clusters Score -291754.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -291810.437500 Penalty: 4118.538574
	Iteration 11Q: 3 clusters Score -291810.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -291861.687500 Penalty: 4118.538574
	Iteration 12Q: 3 clusters Score -291861.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -291914.500000 Penalty: 4118.538574
	Iteration 13Q: 3 clusters Score -291914.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -291952.031250 Penalty: 4118.538574
	Iteration 14Q: 3 clusters Score -291952 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -291995.843750 Penalty: 4118.538574
	Iteration 15Q: 3 clusters Score -291995.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -292046.500000 Penalty: 4118.538574
	Iteration 16Q: 3 clusters Score -292046.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -292096.468750 Penalty: 4118.538574
	Iteration 17Q: 3 clusters Score -292096.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -292135.906250 Penalty: 4118.538574
	Iteration 18Q: 3 clusters Score -292135.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -292167.593750 Penalty: 4118.538574
	Iteration 19Q: 3 clusters Score -292167.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -292191.593750 Penalty: 4118.538574
	Iteration 20F: 3 clusters Score -292191.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -292212.812500 Penalty: 4118.538574
	Iteration 21Q: 3 clusters Score -292212.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -292231.656250 Penalty: 4118.538574
	Iteration 22Q: 3 clusters Score -292231.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -292238.968750 Penalty: 4118.538574
	Iteration 23Q: 3 clusters Score -292239 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -292244.656250 Penalty: 4118.538574
	Iteration 24Q: 3 clusters Score -292244.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -292249.343750 Penalty: 4118.538574
	Iteration 25Q: 3 clusters Score -292249.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -292257.906250 Penalty: 4118.538574
	Iteration 26Q: 3 clusters Score -292257.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -292260.906250 Penalty: 4118.538574
	Iteration 27Q: 3 clusters Score -292260.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -292266.718750 Penalty: 4118.538574
	Iteration 28Q: 3 clusters Score -292266.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -292271.968750 Penalty: 4118.538574
	Iteration 29Q: 3 clusters Score -292272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -292275.468750 Penalty: 4118.538574
	Iteration 30Q: 3 clusters Score -292275.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -292279.218750 Penalty: 4118.538574
	Iteration 31Q: 3 clusters Score -292279.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -292279.593750 Penalty: 4118.538574
	Iteration 32Q: 3 clusters Score -292279.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -292279.593750 Penalty: 4118.538574
	Iteration 33F: 3 clusters Score -292279.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (531673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531673 members 
Entering Unmasked Estep 
Score: -41844416.000000 Penalty: 3269.578369
	Iteration 0F: 2 clusters Score -4.184442e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266324 members 
Mstep: Class 2 contains 265349 members 
Entering Unmasked Estep 
Score: -41484676.000000 Penalty: 6539.156738
	Iteration 0F: 3 clusters Score -4.148468e+07 nChanged 259824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278644 members 
Mstep: Class 2 contains 253029 members 
Entering Unmasked Estep 
Score: -41642288.000000 Penalty: 6539.156738
	Iteration 1F: 3 clusters Score -4.164229e+07 nChanged 15730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287624 members 
Mstep: Class 2 contains 244049 members 
Entering Unmasked Estep 
Score: -41646352.000000 Penalty: 6539.156738
	Iteration 2Q: 3 clusters Score -4.164635e+07 nChanged 20497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301893 members 
Mstep: Class 2 contains 229780 members 
Entering Unmasked Estep 
Score: -41653820.000000 Penalty: 6539.156738
	Iteration 3Q: 3 clusters Score -4.165382e+07 nChanged 27874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324167 members 
Mstep: Class 2 contains 207506 members 
Entering Unmasked Estep 
Score: -41668088.000000 Penalty: 6539.156738
	Iteration 4F: 3 clusters Score -4.166809e+07 nChanged 36916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356327 members 
Mstep: Class 2 contains 175346 members 
Entering Unmasked Estep 
Score: -41693760.000000 Penalty: 6539.156738
	Iteration 5F: 3 clusters Score -4.169376e+07 nChanged 43839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396458 members 
Mstep: Class 2 contains 135215 members 
Entering Unmasked Estep 
Score: -41731596.000000 Penalty: 6539.156738
	Iteration 6F: 3 clusters Score -4.17316e+07 nChanged 42026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435800 members 
Mstep: Class 2 contains 95873 members 
Entering Unmasked Estep 
Score: -41772656.000000 Penalty: 6539.156738
	Iteration 7F: 3 clusters Score -4.177266e+07 nChanged 30560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464070 members 
Mstep: Class 2 contains 67603 members 
Entering Unmasked Estep 
Score: -41803644.000000 Penalty: 6539.156738
	Iteration 8F: 3 clusters Score -4.180364e+07 nChanged 18417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480177 members 
Mstep: Class 2 contains 51496 members 
Entering Unmasked Estep 
Score: -41821456.000000 Penalty: 6539.156738
	Iteration 9Q: 3 clusters Score -4.182146e+07 nChanged 10839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489172 members 
Mstep: Class 2 contains 42501 members 
Entering Unmasked Estep 
Score: -41830516.000000 Penalty: 6539.156738
	Iteration 10Q: 3 clusters Score -4.183052e+07 nChanged 6739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494901 members 
Mstep: Class 2 contains 36772 members 
Entering Unmasked Estep 
Score: -41835020.000000 Penalty: 6539.156738
	Iteration 11Q: 3 clusters Score -4.183502e+07 nChanged 4647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499104 members 
Mstep: Class 2 contains 32569 members 
Entering Unmasked Estep 
Score: -41837608.000000 Penalty: 6539.156738
	Iteration 12Q: 3 clusters Score -4.183761e+07 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502476 members 
Mstep: Class 2 contains 29197 members 
Entering Unmasked Estep 
Score: -41839392.000000 Penalty: 6539.156738
	Iteration 13Q: 3 clusters Score -4.183939e+07 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505243 members 
Mstep: Class 2 contains 26430 members 
Entering Unmasked Estep 
Score: -41840452.000000 Penalty: 6539.156738
	Iteration 14Q: 3 clusters Score -4.184045e+07 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507558 members 
Mstep: Class 2 contains 24115 members 
Entering Unmasked Estep 
Score: -41841352.000000 Penalty: 6539.156738
	Iteration 15Q: 3 clusters Score -4.184135e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509501 members 
Mstep: Class 2 contains 22172 members 
Entering Unmasked Estep 
Score: -41841836.000000 Penalty: 6539.156738
	Iteration 16Q: 3 clusters Score -4.184184e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511196 members 
Mstep: Class 2 contains 20477 members 
Entering Unmasked Estep 
Score: -41842228.000000 Penalty: 6539.156738
	Iteration 17Q: 3 clusters Score -4.184223e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512667 members 
Mstep: Class 2 contains 19006 members 
Entering Unmasked Estep 
Score: -41842520.000000 Penalty: 6539.156738
	Iteration 18Q: 3 clusters Score -4.184252e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513967 members 
Mstep: Class 2 contains 17706 members 
Entering Unmasked Estep 
Score: -41842888.000000 Penalty: 6539.156738
	Iteration 19Q: 3 clusters Score -4.184289e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515101 members 
Mstep: Class 2 contains 16572 members 
Entering Unmasked Estep 
Score: -41843100.000000 Penalty: 6539.156738
	Iteration 20F: 3 clusters Score -4.18431e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516053 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
Score: -41843196.000000 Penalty: 6539.156738
	Iteration 21Q: 3 clusters Score -4.18432e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516866 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -41843392.000000 Penalty: 6539.156738
	Iteration 22Q: 3 clusters Score -4.184339e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517581 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -41843540.000000 Penalty: 6539.156738
	Iteration 23Q: 3 clusters Score -4.184354e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518179 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -41843656.000000 Penalty: 6539.156738
	Iteration 24Q: 3 clusters Score -4.184366e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518697 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -41843680.000000 Penalty: 6539.156738
	Iteration 25Q: 3 clusters Score -4.184368e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519150 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -41843752.000000 Penalty: 6539.156738
	Iteration 26Q: 3 clusters Score -4.184375e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519564 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -41843840.000000 Penalty: 6539.156738
	Iteration 27Q: 3 clusters Score -4.184384e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519903 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -41844012.000000 Penalty: 6539.156738
	Iteration 28Q: 3 clusters Score -4.184401e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520214 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -41844172.000000 Penalty: 6539.156738
	Iteration 29Q: 3 clusters Score -4.184417e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520474 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -41844120.000000 Penalty: 6539.156738
	Iteration 30Q: 3 clusters Score -4.184412e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520723 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -41844180.000000 Penalty: 6539.156738
	Iteration 31Q: 3 clusters Score -4.184418e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520937 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -41844292.000000 Penalty: 6539.156738
	Iteration 32Q: 3 clusters Score -4.184429e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521132 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -41844392.000000 Penalty: 6539.156738
	Iteration 33Q: 3 clusters Score -4.184439e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521291 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -41844432.000000 Penalty: 6539.156738
	Iteration 34Q: 3 clusters Score -4.184443e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521415 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -41844448.000000 Penalty: 6539.156738
	Iteration 35Q: 3 clusters Score -4.184445e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521527 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -41844448.000000 Penalty: 6539.156738
	Iteration 36Q: 3 clusters Score -4.184445e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521633 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -41844464.000000 Penalty: 6539.156738
	Iteration 37Q: 3 clusters Score -4.184446e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521720 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -41844516.000000 Penalty: 6539.156738
	Iteration 38Q: 3 clusters Score -4.184452e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521801 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -41844520.000000 Penalty: 6539.156738
	Iteration 39Q: 3 clusters Score -4.184452e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521874 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -41844472.000000 Penalty: 6539.156738
	Iteration 40F: 3 clusters Score -4.184447e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521941 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -41844500.000000 Penalty: 6539.156738
	Iteration 41Q: 3 clusters Score -4.18445e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521998 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -41844512.000000 Penalty: 6539.156738
	Iteration 42Q: 3 clusters Score -4.184451e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522056 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -41844508.000000 Penalty: 6539.156738
	Iteration 43Q: 3 clusters Score -4.184451e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522109 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -41844488.000000 Penalty: 6539.156738
	Iteration 44Q: 3 clusters Score -4.184449e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522162 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -41844484.000000 Penalty: 6539.156738
	Iteration 45Q: 3 clusters Score -4.184448e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522199 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -41844508.000000 Penalty: 6539.156738
	Iteration 46Q: 3 clusters Score -4.184451e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522241 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -41844516.000000 Penalty: 6539.156738
	Iteration 47Q: 3 clusters Score -4.184452e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522279 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -41844508.000000 Penalty: 6539.156738
	Iteration 48Q: 3 clusters Score -4.184451e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522315 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -41844496.000000 Penalty: 6539.156738
	Iteration 49Q: 3 clusters Score -4.18445e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522347 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -41844504.000000 Penalty: 6539.156738
	Iteration 50Q: 3 clusters Score -4.18445e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522372 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -41844504.000000 Penalty: 6539.156738
	Iteration 51Q: 3 clusters Score -4.18445e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522399 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -41844512.000000 Penalty: 6539.156738
	Iteration 52Q: 3 clusters Score -4.184451e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522426 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -41844504.000000 Penalty: 6539.156738
	Iteration 53Q: 3 clusters Score -4.18445e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522446 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -41844496.000000 Penalty: 6539.156738
	Iteration 54Q: 3 clusters Score -4.18445e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522458 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -41844484.000000 Penalty: 6539.156738
	Iteration 55Q: 3 clusters Score -4.184448e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522473 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -41844480.000000 Penalty: 6539.156738
	Iteration 56Q: 3 clusters Score -4.184448e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522488 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -41844508.000000 Penalty: 6539.156738
	Iteration 57Q: 3 clusters Score -4.184451e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522497 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -41844504.000000 Penalty: 6539.156738
	Iteration 58Q: 3 clusters Score -4.18445e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522506 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -41844480.000000 Penalty: 6539.156738
	Iteration 59Q: 3 clusters Score -4.184448e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522512 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -41844480.000000 Penalty: 6539.156738
	Iteration 60F: 3 clusters Score -4.184448e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522517 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -41844480.000000 Penalty: 6539.156738
	Iteration 61Q: 3 clusters Score -4.184448e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522521 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -41844464.000000 Penalty: 6539.156738
	Iteration 62Q: 3 clusters Score -4.184446e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522524 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -41844464.000000 Penalty: 6539.156738
	Iteration 63Q: 3 clusters Score -4.184446e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522528 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -41844480.000000 Penalty: 6539.156738
	Iteration 64Q: 3 clusters Score -4.184448e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522532 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -41844460.000000 Penalty: 6539.156738
	Iteration 65Q: 3 clusters Score -4.184446e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522537 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -41844468.000000 Penalty: 6539.156738
	Iteration 66Q: 3 clusters Score -4.184447e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522540 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -41844468.000000 Penalty: 6539.156738
	Iteration 67Q: 3 clusters Score -4.184447e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522541 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -41844476.000000 Penalty: 6539.156738
	Iteration 68Q: 3 clusters Score -4.184448e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522541 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -41844476.000000 Penalty: 6539.156738
	Iteration 69F: 3 clusters Score -4.184448e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120810 members 
Mstep: Class 2 contains 47405 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152073 members 
Mstep: Class 5 contains 8897 members 
Mstep: Class 6 contains 9615 members 
Mstep: Class 7 contains 32578 members 
Mstep: Class 8 contains 3236 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3398 members 
Mstep: Class 11 contains 8131 members 
Mstep: Class 12 contains 13791 members 
Mstep: Class 13 contains 61404 members 
Mstep: Class 14 contains 2408 members 
Mstep: Class 15 contains 23363 members 
Mstep: Class 16 contains 4319 members 
Mstep: Class 17 contains 16386 members 
Mstep: Class 18 contains 75900 members 
Mstep: Class 19 contains 8720 members 
Mstep: Class 20 contains 21563 members 
Mstep: Class 21 contains 23629 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2247 members 
Mstep: Class 24 contains 61296 members 
Mstep: Class 25 contains 15503 members 
Mstep: Class 26 contains 4784 members 
Mstep: Class 27 contains 61605 members 
Mstep: Class 28 contains 5582 members 
Mstep: Class 29 contains 6233 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 77354 members 
Mstep: Class 32 contains 5007 members 
Mstep: Class 33 contains 7823 members 
Mstep: Class 34 contains 4038 members 
Mstep: Class 35 contains 522541 members 
Mstep: Class 36 contains 26573 members 
Mstep: Class 37 contains 9132 members 
Entering Unmasked Estep 
Score: -111988104.000000 Penalty: 130263.085938
Splitting cluster 35 changes total score from -111988632.000000 to -111988104.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (26573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26573 members 
Entering Unmasked Estep 
Score: -2180863.500000 Penalty: 2526.537354
	Iteration 0F: 2 clusters Score -2180864 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -2162562.250000 Penalty: 5053.074707
	Iteration 0F: 3 clusters Score -2162562 nChanged 11941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -2169092.750000 Penalty: 5053.074707
	Iteration 1F: 3 clusters Score -2169093 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -2169756.500000 Penalty: 5053.074707
	Iteration 2F: 3 clusters Score -2169756 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15908 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -2170366.500000 Penalty: 5053.074707
	Iteration 3F: 3 clusters Score -2170366 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16988 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -2171130.500000 Penalty: 5053.074707
	Iteration 4F: 3 clusters Score -2171130 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18320 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -2172169.000000 Penalty: 5053.074707
	Iteration 5F: 3 clusters Score -2172169 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19856 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -2173468.500000 Penalty: 5053.074707
	Iteration 6F: 3 clusters Score -2173468 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21384 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -2174905.000000 Penalty: 5053.074707
	Iteration 7F: 3 clusters Score -2174905 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22690 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -2176171.750000 Penalty: 5053.074707
	Iteration 8F: 3 clusters Score -2176172 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23638 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -2177134.250000 Penalty: 5053.074707
	Iteration 9Q: 3 clusters Score -2177134 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24233 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -2177754.750000 Penalty: 5053.074707
	Iteration 10Q: 3 clusters Score -2177755 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24597 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -2178106.250000 Penalty: 5053.074707
	Iteration 11Q: 3 clusters Score -2178106 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24835 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -2178309.500000 Penalty: 5053.074707
	Iteration 12Q: 3 clusters Score -2178310 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25009 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -2178439.000000 Penalty: 5053.074707
	Iteration 13Q: 3 clusters Score -2178439 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25143 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -2178530.500000 Penalty: 5053.074707
	Iteration 14Q: 3 clusters Score -2178530 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25227 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -2178575.250000 Penalty: 5053.074707
	Iteration 15Q: 3 clusters Score -2178575 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25293 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -2178617.500000 Penalty: 5053.074707
	Iteration 16Q: 3 clusters Score -2178618 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25347 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -2178647.000000 Penalty: 5053.074707
	Iteration 17Q: 3 clusters Score -2178647 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25389 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -2178661.250000 Penalty: 5053.074707
	Iteration 18Q: 3 clusters Score -2178661 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25418 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -2178666.750000 Penalty: 5053.074707
	Iteration 19Q: 3 clusters Score -2178667 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25444 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -2178684.250000 Penalty: 5053.074707
	Iteration 20F: 3 clusters Score -2178684 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25460 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -2178691.500000 Penalty: 5053.074707
	Iteration 21Q: 3 clusters Score -2178692 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25479 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -2178703.250000 Penalty: 5053.074707
	Iteration 22Q: 3 clusters Score -2178703 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25491 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -2178703.500000 Penalty: 5053.074707
	Iteration 23Q: 3 clusters Score -2178704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25495 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -2178708.500000 Penalty: 5053.074707
	Iteration 24Q: 3 clusters Score -2178708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25499 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -2178709.000000 Penalty: 5053.074707
	Iteration 25Q: 3 clusters Score -2178709 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25505 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -2178715.500000 Penalty: 5053.074707
	Iteration 26Q: 3 clusters Score -2178716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25514 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -2178716.750000 Penalty: 5053.074707
	Iteration 27Q: 3 clusters Score -2178717 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25525 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -2178720.000000 Penalty: 5053.074707
	Iteration 28Q: 3 clusters Score -2178720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25531 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -2178722.250000 Penalty: 5053.074707
	Iteration 29Q: 3 clusters Score -2178722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25536 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -2178729.000000 Penalty: 5053.074707
	Iteration 30Q: 3 clusters Score -2178729 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25544 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -2178732.000000 Penalty: 5053.074707
	Iteration 31Q: 3 clusters Score -2178732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25551 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -2178734.750000 Penalty: 5053.074707
	Iteration 32Q: 3 clusters Score -2178735 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25559 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -2178740.750000 Penalty: 5053.074707
	Iteration 33Q: 3 clusters Score -2178741 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25571 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -2178744.250000 Penalty: 5053.074707
	Iteration 34Q: 3 clusters Score -2178744 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25588 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -2178749.750000 Penalty: 5053.074707
	Iteration 35Q: 3 clusters Score -2178750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25595 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -2178754.250000 Penalty: 5053.074707
	Iteration 36Q: 3 clusters Score -2178754 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25604 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -2178762.000000 Penalty: 5053.074707
	Iteration 37Q: 3 clusters Score -2178762 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25612 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -2178760.750000 Penalty: 5053.074707
	Iteration 38Q: 3 clusters Score -2178761 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25619 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -2178763.000000 Penalty: 5053.074707
	Iteration 39Q: 3 clusters Score -2178763 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25624 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -2178769.250000 Penalty: 5053.074707
	Iteration 40F: 3 clusters Score -2178769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25625 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -2178769.000000 Penalty: 5053.074707
	Iteration 41Q: 3 clusters Score -2178769 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25625 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -2178769.000000 Penalty: 5053.074707
	Iteration 42F: 3 clusters Score -2178769 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120810 members 
Mstep: Class 2 contains 47405 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152073 members 
Mstep: Class 5 contains 8897 members 
Mstep: Class 6 contains 9615 members 
Mstep: Class 7 contains 32578 members 
Mstep: Class 8 contains 3236 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3398 members 
Mstep: Class 11 contains 8131 members 
Mstep: Class 12 contains 13791 members 
Mstep: Class 13 contains 61404 members 
Mstep: Class 14 contains 2408 members 
Mstep: Class 15 contains 23363 members 
Mstep: Class 16 contains 4319 members 
Mstep: Class 17 contains 16386 members 
Mstep: Class 18 contains 75900 members 
Mstep: Class 19 contains 8720 members 
Mstep: Class 20 contains 21563 members 
Mstep: Class 21 contains 23629 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2247 members 
Mstep: Class 24 contains 61296 members 
Mstep: Class 25 contains 15503 members 
Mstep: Class 26 contains 4784 members 
Mstep: Class 27 contains 61605 members 
Mstep: Class 28 contains 5582 members 
Mstep: Class 29 contains 6233 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 77354 members 
Mstep: Class 32 contains 5007 members 
Mstep: Class 33 contains 7823 members 
Mstep: Class 34 contains 4038 members 
Mstep: Class 35 contains 531673 members 
Mstep: Class 36 contains 26573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988672.000000 Penalty: 126742.460938
Iteration 319Q: 37 clusters Score -1.119887e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120810 members 
Mstep: Class 2 contains 47405 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152073 members 
Mstep: Class 5 contains 8897 members 
Mstep: Class 6 contains 9614 members 
Mstep: Class 7 contains 32578 members 
Mstep: Class 8 contains 3235 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3398 members 
Mstep: Class 11 contains 8131 members 
Mstep: Class 12 contains 13792 members 
Mstep: Class 13 contains 61404 members 
Mstep: Class 14 contains 2408 members 
Mstep: Class 15 contains 23362 members 
Mstep: Class 16 contains 4319 members 
Mstep: Class 17 contains 16386 members 
Mstep: Class 18 contains 75901 members 
Mstep: Class 19 contains 8720 members 
Mstep: Class 20 contains 21563 members 
Mstep: Class 21 contains 23628 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2246 members 
Mstep: Class 24 contains 61295 members 
Mstep: Class 25 contains 15503 members 
Mstep: Class 26 contains 4784 members 
Mstep: Class 27 contains 61605 members 
Mstep: Class 28 contains 5582 members 
Mstep: Class 29 contains 6233 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 77353 members 
Mstep: Class 32 contains 5007 members 
Mstep: Class 33 contains 7823 members 
Mstep: Class 34 contains 4038 members 
Mstep: Class 35 contains 531671 members 
Mstep: Class 36 contains 26580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988632.000000 Penalty: 126742.460938
Iteration 320F: 37 clusters Score -1.119886e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120810 members 
Mstep: Class 2 contains 47405 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152073 members 
Mstep: Class 5 contains 8897 members 
Mstep: Class 6 contains 9612 members 
Mstep: Class 7 contains 32578 members 
Mstep: Class 8 contains 3236 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3398 members 
Mstep: Class 11 contains 8131 members 
Mstep: Class 12 contains 13797 members 
Mstep: Class 13 contains 61404 members 
Mstep: Class 14 contains 2408 members 
Mstep: Class 15 contains 23362 members 
Mstep: Class 16 contains 4319 members 
Mstep: Class 17 contains 16386 members 
Mstep: Class 18 contains 75902 members 
Mstep: Class 19 contains 8720 members 
Mstep: Class 20 contains 21563 members 
Mstep: Class 21 contains 23627 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2245 members 
Mstep: Class 24 contains 61294 members 
Mstep: Class 25 contains 15503 members 
Mstep: Class 26 contains 4784 members 
Mstep: Class 27 contains 61604 members 
Mstep: Class 28 contains 5582 members 
Mstep: Class 29 contains 6233 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 77352 members 
Mstep: Class 32 contains 5007 members 
Mstep: Class 33 contains 7824 members 
Mstep: Class 34 contains 4038 members 
Mstep: Class 35 contains 531662 members 
Mstep: Class 36 contains 26588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988608.000000 Penalty: 126742.460938
Iteration 321Q: 37 clusters Score -1.119886e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120810 members 
Mstep: Class 2 contains 47405 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152073 members 
Mstep: Class 5 contains 8897 members 
Mstep: Class 6 contains 9612 members 
Mstep: Class 7 contains 32578 members 
Mstep: Class 8 contains 3236 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3398 members 
Mstep: Class 11 contains 8131 members 
Mstep: Class 12 contains 13800 members 
Mstep: Class 13 contains 61404 members 
Mstep: Class 14 contains 2408 members 
Mstep: Class 15 contains 23362 members 
Mstep: Class 16 contains 4319 members 
Mstep: Class 17 contains 16386 members 
Mstep: Class 18 contains 75903 members 
Mstep: Class 19 contains 8720 members 
Mstep: Class 20 contains 21563 members 
Mstep: Class 21 contains 23626 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2244 members 
Mstep: Class 24 contains 61294 members 
Mstep: Class 25 contains 15503 members 
Mstep: Class 26 contains 4784 members 
Mstep: Class 27 contains 61605 members 
Mstep: Class 28 contains 5582 members 
Mstep: Class 29 contains 6233 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 77351 members 
Mstep: Class 32 contains 5007 members 
Mstep: Class 33 contains 7825 members 
Mstep: Class 34 contains 4038 members 
Mstep: Class 35 contains 531650 members 
Mstep: Class 36 contains 26597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988656.000000 Penalty: 126742.460938
Iteration 322Q: 37 clusters Score -1.119887e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120810 members 
Mstep: Class 2 contains 47405 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152073 members 
Mstep: Class 5 contains 8897 members 
Mstep: Class 6 contains 9614 members 
Mstep: Class 7 contains 32578 members 
Mstep: Class 8 contains 3236 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3398 members 
Mstep: Class 11 contains 8131 members 
Mstep: Class 12 contains 13804 members 
Mstep: Class 13 contains 61404 members 
Mstep: Class 14 contains 2408 members 
Mstep: Class 15 contains 23362 members 
Mstep: Class 16 contains 4319 members 
Mstep: Class 17 contains 16386 members 
Mstep: Class 18 contains 75903 members 
Mstep: Class 19 contains 8720 members 
Mstep: Class 20 contains 21563 members 
Mstep: Class 21 contains 23623 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2244 members 
Mstep: Class 24 contains 61294 members 
Mstep: Class 25 contains 15503 members 
Mstep: Class 26 contains 4784 members 
Mstep: Class 27 contains 61605 members 
Mstep: Class 28 contains 5582 members 
Mstep: Class 29 contains 6233 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 77352 members 
Mstep: Class 32 contains 5007 members 
Mstep: Class 33 contains 7825 members 
Mstep: Class 34 contains 4038 members 
Mstep: Class 35 contains 531639 members 
Mstep: Class 36 contains 26604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988664.000000 Penalty: 126742.460938
Iteration 323Q: 37 clusters Score -1.119887e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120810 members 
Mstep: Class 2 contains 47405 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152073 members 
Mstep: Class 5 contains 8897 members 
Mstep: Class 6 contains 9616 members 
Mstep: Class 7 contains 32578 members 
Mstep: Class 8 contains 3236 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3398 members 
Mstep: Class 11 contains 8131 members 
Mstep: Class 12 contains 13808 members 
Mstep: Class 13 contains 61404 members 
Mstep: Class 14 contains 2408 members 
Mstep: Class 15 contains 23362 members 
Mstep: Class 16 contains 4319 members 
Mstep: Class 17 contains 16386 members 
Mstep: Class 18 contains 75901 members 
Mstep: Class 19 contains 8720 members 
Mstep: Class 20 contains 21563 members 
Mstep: Class 21 contains 23621 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2244 members 
Mstep: Class 24 contains 61289 members 
Mstep: Class 25 contains 15503 members 
Mstep: Class 26 contains 4784 members 
Mstep: Class 27 contains 61606 members 
Mstep: Class 28 contains 5582 members 
Mstep: Class 29 contains 6233 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 77352 members 
Mstep: Class 32 contains 5007 members 
Mstep: Class 33 contains 7825 members 
Mstep: Class 34 contains 4038 members 
Mstep: Class 35 contains 531635 members 
Mstep: Class 36 contains 26610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988640.000000 Penalty: 126742.460938
Iteration 324Q: 37 clusters Score -1.119886e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120812 members 
Mstep: Class 2 contains 47405 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152073 members 
Mstep: Class 5 contains 8897 members 
Mstep: Class 6 contains 9618 members 
Mstep: Class 7 contains 32578 members 
Mstep: Class 8 contains 3236 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3398 members 
Mstep: Class 11 contains 8131 members 
Mstep: Class 12 contains 13810 members 
Mstep: Class 13 contains 61403 members 
Mstep: Class 14 contains 2408 members 
Mstep: Class 15 contains 23362 members 
Mstep: Class 16 contains 4319 members 
Mstep: Class 17 contains 16386 members 
Mstep: Class 18 contains 75901 members 
Mstep: Class 19 contains 8720 members 
Mstep: Class 20 contains 21563 members 
Mstep: Class 21 contains 23619 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2244 members 
Mstep: Class 24 contains 61283 members 
Mstep: Class 25 contains 15503 members 
Mstep: Class 26 contains 4784 members 
Mstep: Class 27 contains 61605 members 
Mstep: Class 28 contains 5582 members 
Mstep: Class 29 contains 6233 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 77353 members 
Mstep: Class 32 contains 5007 members 
Mstep: Class 33 contains 7825 members 
Mstep: Class 34 contains 4038 members 
Mstep: Class 35 contains 531633 members 
Mstep: Class 36 contains 26615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988616.000000 Penalty: 126742.460938
Iteration 325Q: 37 clusters Score -1.119886e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120813 members 
Mstep: Class 2 contains 47406 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152073 members 
Mstep: Class 5 contains 8897 members 
Mstep: Class 6 contains 9620 members 
Mstep: Class 7 contains 32579 members 
Mstep: Class 8 contains 3236 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3398 members 
Mstep: Class 11 contains 8131 members 
Mstep: Class 12 contains 13812 members 
Mstep: Class 13 contains 61402 members 
Mstep: Class 14 contains 2408 members 
Mstep: Class 15 contains 23362 members 
Mstep: Class 16 contains 4319 members 
Mstep: Class 17 contains 16386 members 
Mstep: Class 18 contains 75901 members 
Mstep: Class 19 contains 8720 members 
Mstep: Class 20 contains 21563 members 
Mstep: Class 21 contains 23618 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2244 members 
Mstep: Class 24 contains 61281 members 
Mstep: Class 25 contains 15503 members 
Mstep: Class 26 contains 4784 members 
Mstep: Class 27 contains 61604 members 
Mstep: Class 28 contains 5582 members 
Mstep: Class 29 contains 6233 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 77352 members 
Mstep: Class 32 contains 5007 members 
Mstep: Class 33 contains 7825 members 
Mstep: Class 34 contains 4038 members 
Mstep: Class 35 contains 531623 members 
Mstep: Class 36 contains 26624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988704.000000 Penalty: 126742.460938
Iteration 326Q: 37 clusters Score -1.119887e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120812 members 
Mstep: Class 2 contains 47407 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152073 members 
Mstep: Class 5 contains 8897 members 
Mstep: Class 6 contains 9620 members 
Mstep: Class 7 contains 32579 members 
Mstep: Class 8 contains 3236 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3398 members 
Mstep: Class 11 contains 8131 members 
Mstep: Class 12 contains 13812 members 
Mstep: Class 13 contains 61402 members 
Mstep: Class 14 contains 2408 members 
Mstep: Class 15 contains 23362 members 
Mstep: Class 16 contains 4319 members 
Mstep: Class 17 contains 16386 members 
Mstep: Class 18 contains 75901 members 
Mstep: Class 19 contains 8720 members 
Mstep: Class 20 contains 21563 members 
Mstep: Class 21 contains 23618 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2244 members 
Mstep: Class 24 contains 61279 members 
Mstep: Class 25 contains 15503 members 
Mstep: Class 26 contains 4784 members 
Mstep: Class 27 contains 61604 members 
Mstep: Class 28 contains 5582 members 
Mstep: Class 29 contains 6233 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 77354 members 
Mstep: Class 32 contains 5007 members 
Mstep: Class 33 contains 7825 members 
Mstep: Class 34 contains 4038 members 
Mstep: Class 35 contains 531620 members 
Mstep: Class 36 contains 26627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988672.000000 Penalty: 126742.460938
Iteration 327Q: 37 clusters Score -1.119887e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120814 members 
Mstep: Class 2 contains 47407 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152072 members 
Mstep: Class 5 contains 8897 members 
Mstep: Class 6 contains 9621 members 
Mstep: Class 7 contains 32579 members 
Mstep: Class 8 contains 3236 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3398 members 
Mstep: Class 11 contains 8131 members 
Mstep: Class 12 contains 13812 members 
Mstep: Class 13 contains 61402 members 
Mstep: Class 14 contains 2408 members 
Mstep: Class 15 contains 23362 members 
Mstep: Class 16 contains 4319 members 
Mstep: Class 17 contains 16387 members 
Mstep: Class 18 contains 75902 members 
Mstep: Class 19 contains 8720 members 
Mstep: Class 20 contains 21564 members 
Mstep: Class 21 contains 23618 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2244 members 
Mstep: Class 24 contains 61275 members 
Mstep: Class 25 contains 15503 members 
Mstep: Class 26 contains 4784 members 
Mstep: Class 27 contains 61604 members 
Mstep: Class 28 contains 5582 members 
Mstep: Class 29 contains 6233 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 77355 members 
Mstep: Class 32 contains 5007 members 
Mstep: Class 33 contains 7825 members 
Mstep: Class 34 contains 4038 members 
Mstep: Class 35 contains 531614 members 
Mstep: Class 36 contains 26631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988728.000000 Penalty: 126742.460938
Iteration 328Q: 37 clusters Score -1.119887e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120813 members 
Mstep: Class 2 contains 47408 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152072 members 
Mstep: Class 5 contains 8897 members 
Mstep: Class 6 contains 9621 members 
Mstep: Class 7 contains 32579 members 
Mstep: Class 8 contains 3236 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3398 members 
Mstep: Class 11 contains 8131 members 
Mstep: Class 12 contains 13812 members 
Mstep: Class 13 contains 61400 members 
Mstep: Class 14 contains 2408 members 
Mstep: Class 15 contains 23362 members 
Mstep: Class 16 contains 4319 members 
Mstep: Class 17 contains 16388 members 
Mstep: Class 18 contains 75903 members 
Mstep: Class 19 contains 8720 members 
Mstep: Class 20 contains 21564 members 
Mstep: Class 21 contains 23618 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2244 members 
Mstep: Class 24 contains 61274 members 
Mstep: Class 25 contains 15503 members 
Mstep: Class 26 contains 4784 members 
Mstep: Class 27 contains 61605 members 
Mstep: Class 28 contains 5582 members 
Mstep: Class 29 contains 6233 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 77353 members 
Mstep: Class 32 contains 5007 members 
Mstep: Class 33 contains 7825 members 
Mstep: Class 34 contains 4038 members 
Mstep: Class 35 contains 531612 members 
Mstep: Class 36 contains 26635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988736.000000 Penalty: 126742.460938
Iteration 329Q: 37 clusters Score -1.119887e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120812 members 
Mstep: Class 2 contains 47408 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152072 members 
Mstep: Class 5 contains 8897 members 
Mstep: Class 6 contains 9621 members 
Mstep: Class 7 contains 32579 members 
Mstep: Class 8 contains 3236 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3398 members 
Mstep: Class 11 contains 8131 members 
Mstep: Class 12 contains 13813 members 
Mstep: Class 13 contains 61400 members 
Mstep: Class 14 contains 2408 members 
Mstep: Class 15 contains 23362 members 
Mstep: Class 16 contains 4319 members 
Mstep: Class 17 contains 16388 members 
Mstep: Class 18 contains 75903 members 
Mstep: Class 19 contains 8720 members 
Mstep: Class 20 contains 21564 members 
Mstep: Class 21 contains 23618 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2244 members 
Mstep: Class 24 contains 61270 members 
Mstep: Class 25 contains 15503 members 
Mstep: Class 26 contains 4784 members 
Mstep: Class 27 contains 61607 members 
Mstep: Class 28 contains 5582 members 
Mstep: Class 29 contains 6233 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 77352 members 
Mstep: Class 32 contains 5007 members 
Mstep: Class 33 contains 7825 members 
Mstep: Class 34 contains 4038 members 
Mstep: Class 35 contains 531609 members 
Mstep: Class 36 contains 26641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988816.000000 Penalty: 126742.460938
Iteration 330Q: 37 clusters Score -1.119888e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120813 members 
Mstep: Class 2 contains 47408 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152072 members 
Mstep: Class 5 contains 8897 members 
Mstep: Class 6 contains 9621 members 
Mstep: Class 7 contains 32579 members 
Mstep: Class 8 contains 3236 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3398 members 
Mstep: Class 11 contains 8131 members 
Mstep: Class 12 contains 13813 members 
Mstep: Class 13 contains 61400 members 
Mstep: Class 14 contains 2408 members 
Mstep: Class 15 contains 23362 members 
Mstep: Class 16 contains 4319 members 
Mstep: Class 17 contains 16388 members 
Mstep: Class 18 contains 75904 members 
Mstep: Class 19 contains 8720 members 
Mstep: Class 20 contains 21564 members 
Mstep: Class 21 contains 23618 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2244 members 
Mstep: Class 24 contains 61264 members 
Mstep: Class 25 contains 15503 members 
Mstep: Class 26 contains 4784 members 
Mstep: Class 27 contains 61607 members 
Mstep: Class 28 contains 5582 members 
Mstep: Class 29 contains 6233 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 77351 members 
Mstep: Class 32 contains 5007 members 
Mstep: Class 33 contains 7825 members 
Mstep: Class 34 contains 4038 members 
Mstep: Class 35 contains 531609 members 
Mstep: Class 36 contains 26646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988864.000000 Penalty: 126742.460938
Iteration 331Q: 37 clusters Score -1.119889e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120812 members 
Mstep: Class 2 contains 47408 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152072 members 
Mstep: Class 5 contains 8897 members 
Mstep: Class 6 contains 9621 members 
Mstep: Class 7 contains 32579 members 
Mstep: Class 8 contains 3236 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3398 members 
Mstep: Class 11 contains 8131 members 
Mstep: Class 12 contains 13813 members 
Mstep: Class 13 contains 61399 members 
Mstep: Class 14 contains 2408 members 
Mstep: Class 15 contains 23362 members 
Mstep: Class 16 contains 4319 members 
Mstep: Class 17 contains 16388 members 
Mstep: Class 18 contains 75904 members 
Mstep: Class 19 contains 8720 members 
Mstep: Class 20 contains 21564 members 
Mstep: Class 21 contains 23618 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2244 members 
Mstep: Class 24 contains 61263 members 
Mstep: Class 25 contains 15503 members 
Mstep: Class 26 contains 4784 members 
Mstep: Class 27 contains 61608 members 
Mstep: Class 28 contains 5582 members 
Mstep: Class 29 contains 6233 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 77350 members 
Mstep: Class 32 contains 5007 members 
Mstep: Class 33 contains 7825 members 
Mstep: Class 34 contains 4038 members 
Mstep: Class 35 contains 531609 members 
Mstep: Class 36 contains 26649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988856.000000 Penalty: 126742.460938
Iteration 332Q: 37 clusters Score -1.119889e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120812 members 
Mstep: Class 2 contains 47408 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152072 members 
Mstep: Class 5 contains 8897 members 
Mstep: Class 6 contains 9621 members 
Mstep: Class 7 contains 32579 members 
Mstep: Class 8 contains 3236 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3398 members 
Mstep: Class 11 contains 8131 members 
Mstep: Class 12 contains 13813 members 
Mstep: Class 13 contains 61399 members 
Mstep: Class 14 contains 2408 members 
Mstep: Class 15 contains 23362 members 
Mstep: Class 16 contains 4319 members 
Mstep: Class 17 contains 16388 members 
Mstep: Class 18 contains 75904 members 
Mstep: Class 19 contains 8720 members 
Mstep: Class 20 contains 21564 members 
Mstep: Class 21 contains 23618 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2244 members 
Mstep: Class 24 contains 61263 members 
Mstep: Class 25 contains 15503 members 
Mstep: Class 26 contains 4784 members 
Mstep: Class 27 contains 61608 members 
Mstep: Class 28 contains 5582 members 
Mstep: Class 29 contains 6233 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 77351 members 
Mstep: Class 32 contains 5007 members 
Mstep: Class 33 contains 7825 members 
Mstep: Class 34 contains 4038 members 
Mstep: Class 35 contains 531607 members 
Mstep: Class 36 contains 26650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988856.000000 Penalty: 126742.460938
Iteration 333Q: 37 clusters Score -1.119889e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120812 members 
Mstep: Class 2 contains 47408 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152072 members 
Mstep: Class 5 contains 8897 members 
Mstep: Class 6 contains 9621 members 
Mstep: Class 7 contains 32579 members 
Mstep: Class 8 contains 3236 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3398 members 
Mstep: Class 11 contains 8131 members 
Mstep: Class 12 contains 13813 members 
Mstep: Class 13 contains 61399 members 
Mstep: Class 14 contains 2408 members 
Mstep: Class 15 contains 23361 members 
Mstep: Class 16 contains 4319 members 
Mstep: Class 17 contains 16388 members 
Mstep: Class 18 contains 75904 members 
Mstep: Class 19 contains 8720 members 
Mstep: Class 20 contains 21564 members 
Mstep: Class 21 contains 23618 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2244 members 
Mstep: Class 24 contains 61262 members 
Mstep: Class 25 contains 15503 members 
Mstep: Class 26 contains 4784 members 
Mstep: Class 27 contains 61608 members 
Mstep: Class 28 contains 5582 members 
Mstep: Class 29 contains 6233 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 77353 members 
Mstep: Class 32 contains 5007 members 
Mstep: Class 33 contains 7825 members 
Mstep: Class 34 contains 4038 members 
Mstep: Class 35 contains 531604 members 
Mstep: Class 36 contains 26653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988800.000000 Penalty: 126742.460938
Iteration 334Q: 37 clusters Score -1.119888e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120812 members 
Mstep: Class 2 contains 47408 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152072 members 
Mstep: Class 5 contains 8897 members 
Mstep: Class 6 contains 9621 members 
Mstep: Class 7 contains 32579 members 
Mstep: Class 8 contains 3236 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3398 members 
Mstep: Class 11 contains 8131 members 
Mstep: Class 12 contains 13813 members 
Mstep: Class 13 contains 61399 members 
Mstep: Class 14 contains 2408 members 
Mstep: Class 15 contains 23361 members 
Mstep: Class 16 contains 4319 members 
Mstep: Class 17 contains 16388 members 
Mstep: Class 18 contains 75904 members 
Mstep: Class 19 contains 8720 members 
Mstep: Class 20 contains 21564 members 
Mstep: Class 21 contains 23618 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2244 members 
Mstep: Class 24 contains 61261 members 
Mstep: Class 25 contains 15503 members 
Mstep: Class 26 contains 4784 members 
Mstep: Class 27 contains 61608 members 
Mstep: Class 28 contains 5582 members 
Mstep: Class 29 contains 6233 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 77355 members 
Mstep: Class 32 contains 5007 members 
Mstep: Class 33 contains 7825 members 
Mstep: Class 34 contains 4038 members 
Mstep: Class 35 contains 531596 members 
Mstep: Class 36 contains 26660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988776.000000 Penalty: 126742.460938
Iteration 335Q: 37 clusters Score -1.119888e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120812 members 
Mstep: Class 2 contains 47408 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152072 members 
Mstep: Class 5 contains 8897 members 
Mstep: Class 6 contains 9621 members 
Mstep: Class 7 contains 32579 members 
Mstep: Class 8 contains 3236 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3398 members 
Mstep: Class 11 contains 8131 members 
Mstep: Class 12 contains 13813 members 
Mstep: Class 13 contains 61398 members 
Mstep: Class 14 contains 2408 members 
Mstep: Class 15 contains 23361 members 
Mstep: Class 16 contains 4319 members 
Mstep: Class 17 contains 16388 members 
Mstep: Class 18 contains 75903 members 
Mstep: Class 19 contains 8720 members 
Mstep: Class 20 contains 21564 members 
Mstep: Class 21 contains 23617 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2244 members 
Mstep: Class 24 contains 61257 members 
Mstep: Class 25 contains 15503 members 
Mstep: Class 26 contains 4784 members 
Mstep: Class 27 contains 61608 members 
Mstep: Class 28 contains 5582 members 
Mstep: Class 29 contains 6233 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 77356 members 
Mstep: Class 32 contains 5007 members 
Mstep: Class 33 contains 7825 members 
Mstep: Class 34 contains 4038 members 
Mstep: Class 35 contains 531595 members 
Mstep: Class 36 contains 26667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988688.000000 Penalty: 126742.460938
Iteration 336Q: 37 clusters Score -1.119887e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120812 members 
Mstep: Class 2 contains 47408 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152072 members 
Mstep: Class 5 contains 8897 members 
Mstep: Class 6 contains 9621 members 
Mstep: Class 7 contains 32579 members 
Mstep: Class 8 contains 3236 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3398 members 
Mstep: Class 11 contains 8131 members 
Mstep: Class 12 contains 13815 members 
Mstep: Class 13 contains 61398 members 
Mstep: Class 14 contains 2408 members 
Mstep: Class 15 contains 23361 members 
Mstep: Class 16 contains 4319 members 
Mstep: Class 17 contains 16388 members 
Mstep: Class 18 contains 75903 members 
Mstep: Class 19 contains 8720 members 
Mstep: Class 20 contains 21564 members 
Mstep: Class 21 contains 23616 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2244 members 
Mstep: Class 24 contains 61253 members 
Mstep: Class 25 contains 15503 members 
Mstep: Class 26 contains 4784 members 
Mstep: Class 27 contains 61608 members 
Mstep: Class 28 contains 5582 members 
Mstep: Class 29 contains 6233 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 77356 members 
Mstep: Class 32 contains 5007 members 
Mstep: Class 33 contains 7825 members 
Mstep: Class 34 contains 4038 members 
Mstep: Class 35 contains 531592 members 
Mstep: Class 36 contains 26673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988720.000000 Penalty: 126742.460938
Iteration 337Q: 37 clusters Score -1.119887e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120812 members 
Mstep: Class 2 contains 47408 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152072 members 
Mstep: Class 5 contains 8897 members 
Mstep: Class 6 contains 9621 members 
Mstep: Class 7 contains 32579 members 
Mstep: Class 8 contains 3236 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3398 members 
Mstep: Class 11 contains 8131 members 
Mstep: Class 12 contains 13816 members 
Mstep: Class 13 contains 61398 members 
Mstep: Class 14 contains 2408 members 
Mstep: Class 15 contains 23361 members 
Mstep: Class 16 contains 4319 members 
Mstep: Class 17 contains 16388 members 
Mstep: Class 18 contains 75903 members 
Mstep: Class 19 contains 8720 members 
Mstep: Class 20 contains 21564 members 
Mstep: Class 21 contains 23615 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2244 members 
Mstep: Class 24 contains 61249 members 
Mstep: Class 25 contains 15503 members 
Mstep: Class 26 contains 4784 members 
Mstep: Class 27 contains 61609 members 
Mstep: Class 28 contains 5582 members 
Mstep: Class 29 contains 6233 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 77357 members 
Mstep: Class 32 contains 5007 members 
Mstep: Class 33 contains 7825 members 
Mstep: Class 34 contains 4038 members 
Mstep: Class 35 contains 531584 members 
Mstep: Class 36 contains 26683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988648.000000 Penalty: 126742.460938
Iteration 338Q: 37 clusters Score -1.119886e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120812 members 
Mstep: Class 2 contains 47408 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152071 members 
Mstep: Class 5 contains 8897 members 
Mstep: Class 6 contains 9621 members 
Mstep: Class 7 contains 32579 members 
Mstep: Class 8 contains 3236 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3398 members 
Mstep: Class 11 contains 8131 members 
Mstep: Class 12 contains 13817 members 
Mstep: Class 13 contains 61398 members 
Mstep: Class 14 contains 2408 members 
Mstep: Class 15 contains 23361 members 
Mstep: Class 16 contains 4319 members 
Mstep: Class 17 contains 16388 members 
Mstep: Class 18 contains 75903 members 
Mstep: Class 19 contains 8720 members 
Mstep: Class 20 contains 21564 members 
Mstep: Class 21 contains 23616 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2244 members 
Mstep: Class 24 contains 61242 members 
Mstep: Class 25 contains 15503 members 
Mstep: Class 26 contains 4784 members 
Mstep: Class 27 contains 61610 members 
Mstep: Class 28 contains 5582 members 
Mstep: Class 29 contains 6233 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 77355 members 
Mstep: Class 32 contains 5007 members 
Mstep: Class 33 contains 7825 members 
Mstep: Class 34 contains 4038 members 
Mstep: Class 35 contains 531579 members 
Mstep: Class 36 contains 26695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988680.000000 Penalty: 126742.460938
Iteration 339Q: 37 clusters Score -1.119887e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120812 members 
Mstep: Class 2 contains 47408 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152071 members 
Mstep: Class 5 contains 8897 members 
Mstep: Class 6 contains 9621 members 
Mstep: Class 7 contains 32579 members 
Mstep: Class 8 contains 3236 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3398 members 
Mstep: Class 11 contains 8131 members 
Mstep: Class 12 contains 13817 members 
Mstep: Class 13 contains 61398 members 
Mstep: Class 14 contains 2408 members 
Mstep: Class 15 contains 23361 members 
Mstep: Class 16 contains 4319 members 
Mstep: Class 17 contains 16388 members 
Mstep: Class 18 contains 75903 members 
Mstep: Class 19 contains 8720 members 
Mstep: Class 20 contains 21564 members 
Mstep: Class 21 contains 23617 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2244 members 
Mstep: Class 24 contains 61241 members 
Mstep: Class 25 contains 15503 members 
Mstep: Class 26 contains 4784 members 
Mstep: Class 27 contains 61610 members 
Mstep: Class 28 contains 5582 members 
Mstep: Class 29 contains 6233 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 77355 members 
Mstep: Class 32 contains 5007 members 
Mstep: Class 33 contains 7825 members 
Mstep: Class 34 contains 4038 members 
Mstep: Class 35 contains 531572 members 
Mstep: Class 36 contains 26702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988712.000000 Penalty: 126742.460938
Iteration 340F: 37 clusters Score -1.119887e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120812 members 
Mstep: Class 2 contains 47408 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152071 members 
Mstep: Class 5 contains 8897 members 
Mstep: Class 6 contains 9621 members 
Mstep: Class 7 contains 32579 members 
Mstep: Class 8 contains 3236 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3398 members 
Mstep: Class 11 contains 8131 members 
Mstep: Class 12 contains 13817 members 
Mstep: Class 13 contains 61398 members 
Mstep: Class 14 contains 2408 members 
Mstep: Class 15 contains 23361 members 
Mstep: Class 16 contains 4319 members 
Mstep: Class 17 contains 16388 members 
Mstep: Class 18 contains 75903 members 
Mstep: Class 19 contains 8720 members 
Mstep: Class 20 contains 21564 members 
Mstep: Class 21 contains 23617 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2244 members 
Mstep: Class 24 contains 61240 members 
Mstep: Class 25 contains 15503 members 
Mstep: Class 26 contains 4784 members 
Mstep: Class 27 contains 61610 members 
Mstep: Class 28 contains 5582 members 
Mstep: Class 29 contains 6233 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 77354 members 
Mstep: Class 32 contains 5007 members 
Mstep: Class 33 contains 7825 members 
Mstep: Class 34 contains 4038 members 
Mstep: Class 35 contains 531570 members 
Mstep: Class 36 contains 26706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988704.000000 Penalty: 126742.460938
Iteration 341Q: 37 clusters Score -1.119887e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120813 members 
Mstep: Class 2 contains 47408 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152071 members 
Mstep: Class 5 contains 8897 members 
Mstep: Class 6 contains 9621 members 
Mstep: Class 7 contains 32579 members 
Mstep: Class 8 contains 3236 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3398 members 
Mstep: Class 11 contains 8131 members 
Mstep: Class 12 contains 13818 members 
Mstep: Class 13 contains 61398 members 
Mstep: Class 14 contains 2408 members 
Mstep: Class 15 contains 23361 members 
Mstep: Class 16 contains 4319 members 
Mstep: Class 17 contains 16388 members 
Mstep: Class 18 contains 75903 members 
Mstep: Class 19 contains 8720 members 
Mstep: Class 20 contains 21564 members 
Mstep: Class 21 contains 23617 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2244 members 
Mstep: Class 24 contains 61241 members 
Mstep: Class 25 contains 15503 members 
Mstep: Class 26 contains 4784 members 
Mstep: Class 27 contains 61610 members 
Mstep: Class 28 contains 5582 members 
Mstep: Class 29 contains 6233 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 77355 members 
Mstep: Class 32 contains 5007 members 
Mstep: Class 33 contains 7825 members 
Mstep: Class 34 contains 4038 members 
Mstep: Class 35 contains 531565 members 
Mstep: Class 36 contains 26707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988680.000000 Penalty: 126742.460938
Iteration 342Q: 37 clusters Score -1.119887e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120813 members 
Mstep: Class 2 contains 47408 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152071 members 
Mstep: Class 5 contains 8897 members 
Mstep: Class 6 contains 9621 members 
Mstep: Class 7 contains 32579 members 
Mstep: Class 8 contains 3236 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3398 members 
Mstep: Class 11 contains 8131 members 
Mstep: Class 12 contains 13819 members 
Mstep: Class 13 contains 61397 members 
Mstep: Class 14 contains 2408 members 
Mstep: Class 15 contains 23361 members 
Mstep: Class 16 contains 4319 members 
Mstep: Class 17 contains 16388 members 
Mstep: Class 18 contains 75902 members 
Mstep: Class 19 contains 8720 members 
Mstep: Class 20 contains 21564 members 
Mstep: Class 21 contains 23617 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2244 members 
Mstep: Class 24 contains 61242 members 
Mstep: Class 25 contains 15503 members 
Mstep: Class 26 contains 4784 members 
Mstep: Class 27 contains 61610 members 
Mstep: Class 28 contains 5582 members 
Mstep: Class 29 contains 6233 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 77354 members 
Mstep: Class 32 contains 5006 members 
Mstep: Class 33 contains 7825 members 
Mstep: Class 34 contains 4038 members 
Mstep: Class 35 contains 531565 members 
Mstep: Class 36 contains 26709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988688.000000 Penalty: 126742.460938
Iteration 343Q: 37 clusters Score -1.119887e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120813 members 
Mstep: Class 2 contains 47408 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152071 members 
Mstep: Class 5 contains 8897 members 
Mstep: Class 6 contains 9621 members 
Mstep: Class 7 contains 32579 members 
Mstep: Class 8 contains 3236 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3398 members 
Mstep: Class 11 contains 8131 members 
Mstep: Class 12 contains 13823 members 
Mstep: Class 13 contains 61396 members 
Mstep: Class 14 contains 2408 members 
Mstep: Class 15 contains 23361 members 
Mstep: Class 16 contains 4319 members 
Mstep: Class 17 contains 16388 members 
Mstep: Class 18 contains 75900 members 
Mstep: Class 19 contains 8720 members 
Mstep: Class 20 contains 21564 members 
Mstep: Class 21 contains 23616 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2244 members 
Mstep: Class 24 contains 61238 members 
Mstep: Class 25 contains 15504 members 
Mstep: Class 26 contains 4784 members 
Mstep: Class 27 contains 61610 members 
Mstep: Class 28 contains 5582 members 
Mstep: Class 29 contains 6233 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 77353 members 
Mstep: Class 32 contains 5007 members 
Mstep: Class 33 contains 7825 members 
Mstep: Class 34 contains 4038 members 
Mstep: Class 35 contains 531564 members 
Mstep: Class 36 contains 26713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988736.000000 Penalty: 126742.460938
Iteration 344Q: 37 clusters Score -1.119887e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120814 members 
Mstep: Class 2 contains 47408 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152071 members 
Mstep: Class 5 contains 8897 members 
Mstep: Class 6 contains 9621 members 
Mstep: Class 7 contains 32579 members 
Mstep: Class 8 contains 3236 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3398 members 
Mstep: Class 11 contains 8131 members 
Mstep: Class 12 contains 13826 members 
Mstep: Class 13 contains 61396 members 
Mstep: Class 14 contains 2408 members 
Mstep: Class 15 contains 23360 members 
Mstep: Class 16 contains 4319 members 
Mstep: Class 17 contains 16388 members 
Mstep: Class 18 contains 75900 members 
Mstep: Class 19 contains 8720 members 
Mstep: Class 20 contains 21564 members 
Mstep: Class 21 contains 23614 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2244 members 
Mstep: Class 24 contains 61237 members 
Mstep: Class 25 contains 15504 members 
Mstep: Class 26 contains 4784 members 
Mstep: Class 27 contains 61609 members 
Mstep: Class 28 contains 5582 members 
Mstep: Class 29 contains 6233 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 77354 members 
Mstep: Class 32 contains 5007 members 
Mstep: Class 33 contains 7825 members 
Mstep: Class 34 contains 4038 members 
Mstep: Class 35 contains 531557 members 
Mstep: Class 36 contains 26720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988680.000000 Penalty: 126742.460938
Iteration 345Q: 37 clusters Score -1.119887e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120815 members 
Mstep: Class 2 contains 47409 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152071 members 
Mstep: Class 5 contains 8897 members 
Mstep: Class 6 contains 9621 members 
Mstep: Class 7 contains 32579 members 
Mstep: Class 8 contains 3236 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3398 members 
Mstep: Class 11 contains 8131 members 
Mstep: Class 12 contains 13829 members 
Mstep: Class 13 contains 61396 members 
Mstep: Class 14 contains 2408 members 
Mstep: Class 15 contains 23360 members 
Mstep: Class 16 contains 4319 members 
Mstep: Class 17 contains 16388 members 
Mstep: Class 18 contains 75899 members 
Mstep: Class 19 contains 8720 members 
Mstep: Class 20 contains 21564 members 
Mstep: Class 21 contains 23613 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2244 members 
Mstep: Class 24 contains 61236 members 
Mstep: Class 25 contains 15504 members 
Mstep: Class 26 contains 4784 members 
Mstep: Class 27 contains 61609 members 
Mstep: Class 28 contains 5582 members 
Mstep: Class 29 contains 6233 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 77356 members 
Mstep: Class 32 contains 5007 members 
Mstep: Class 33 contains 7825 members 
Mstep: Class 34 contains 4038 members 
Mstep: Class 35 contains 531550 members 
Mstep: Class 36 contains 26723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988704.000000 Penalty: 126742.460938
Iteration 346Q: 37 clusters Score -1.119887e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120815 members 
Mstep: Class 2 contains 47411 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152071 members 
Mstep: Class 5 contains 8897 members 
Mstep: Class 6 contains 9621 members 
Mstep: Class 7 contains 32579 members 
Mstep: Class 8 contains 3236 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3398 members 
Mstep: Class 11 contains 8131 members 
Mstep: Class 12 contains 13830 members 
Mstep: Class 13 contains 61396 members 
Mstep: Class 14 contains 2408 members 
Mstep: Class 15 contains 23360 members 
Mstep: Class 16 contains 4319 members 
Mstep: Class 17 contains 16388 members 
Mstep: Class 18 contains 75899 members 
Mstep: Class 19 contains 8720 members 
Mstep: Class 20 contains 21564 members 
Mstep: Class 21 contains 23612 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2244 members 
Mstep: Class 24 contains 61234 members 
Mstep: Class 25 contains 15504 members 
Mstep: Class 26 contains 4784 members 
Mstep: Class 27 contains 61611 members 
Mstep: Class 28 contains 5582 members 
Mstep: Class 29 contains 6233 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 77357 members 
Mstep: Class 32 contains 5007 members 
Mstep: Class 33 contains 7825 members 
Mstep: Class 34 contains 4038 members 
Mstep: Class 35 contains 531543 members 
Mstep: Class 36 contains 26727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988664.000000 Penalty: 126742.460938
Iteration 347Q: 37 clusters Score -1.119887e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120815 members 
Mstep: Class 2 contains 47412 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152071 members 
Mstep: Class 5 contains 8897 members 
Mstep: Class 6 contains 9621 members 
Mstep: Class 7 contains 32579 members 
Mstep: Class 8 contains 3236 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3398 members 
Mstep: Class 11 contains 8131 members 
Mstep: Class 12 contains 13830 members 
Mstep: Class 13 contains 61395 members 
Mstep: Class 14 contains 2408 members 
Mstep: Class 15 contains 23360 members 
Mstep: Class 16 contains 4319 members 
Mstep: Class 17 contains 16388 members 
Mstep: Class 18 contains 75898 members 
Mstep: Class 19 contains 8720 members 
Mstep: Class 20 contains 21564 members 
Mstep: Class 21 contains 23612 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2244 members 
Mstep: Class 24 contains 61230 members 
Mstep: Class 25 contains 15504 members 
Mstep: Class 26 contains 4784 members 
Mstep: Class 27 contains 61611 members 
Mstep: Class 28 contains 5582 members 
Mstep: Class 29 contains 6233 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 77358 members 
Mstep: Class 32 contains 5007 members 
Mstep: Class 33 contains 7825 members 
Mstep: Class 34 contains 4038 members 
Mstep: Class 35 contains 531543 members 
Mstep: Class 36 contains 26731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988704.000000 Penalty: 126742.460938
Iteration 348Q: 37 clusters Score -1.119887e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120816 members 
Mstep: Class 2 contains 47413 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152071 members 
Mstep: Class 5 contains 8897 members 
Mstep: Class 6 contains 9621 members 
Mstep: Class 7 contains 32579 members 
Mstep: Class 8 contains 3236 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3398 members 
Mstep: Class 11 contains 8131 members 
Mstep: Class 12 contains 13829 members 
Mstep: Class 13 contains 61394 members 
Mstep: Class 14 contains 2408 members 
Mstep: Class 15 contains 23360 members 
Mstep: Class 16 contains 4319 members 
Mstep: Class 17 contains 16388 members 
Mstep: Class 18 contains 75898 members 
Mstep: Class 19 contains 8720 members 
Mstep: Class 20 contains 21564 members 
Mstep: Class 21 contains 23611 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2244 members 
Mstep: Class 24 contains 61228 members 
Mstep: Class 25 contains 15504 members 
Mstep: Class 26 contains 4784 members 
Mstep: Class 27 contains 61611 members 
Mstep: Class 28 contains 5582 members 
Mstep: Class 29 contains 6233 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 77359 members 
Mstep: Class 32 contains 5007 members 
Mstep: Class 33 contains 7825 members 
Mstep: Class 34 contains 4038 members 
Mstep: Class 35 contains 531541 members 
Mstep: Class 36 contains 26735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988712.000000 Penalty: 126742.460938
Iteration 349Q: 37 clusters Score -1.119887e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120815 members 
Mstep: Class 2 contains 47414 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152071 members 
Mstep: Class 5 contains 8897 members 
Mstep: Class 6 contains 9621 members 
Mstep: Class 7 contains 32579 members 
Mstep: Class 8 contains 3236 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3398 members 
Mstep: Class 11 contains 8131 members 
Mstep: Class 12 contains 13830 members 
Mstep: Class 13 contains 61392 members 
Mstep: Class 14 contains 2408 members 
Mstep: Class 15 contains 23360 members 
Mstep: Class 16 contains 4319 members 
Mstep: Class 17 contains 16388 members 
Mstep: Class 18 contains 75898 members 
Mstep: Class 19 contains 8720 members 
Mstep: Class 20 contains 21564 members 
Mstep: Class 21 contains 23610 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2244 members 
Mstep: Class 24 contains 61228 members 
Mstep: Class 25 contains 15504 members 
Mstep: Class 26 contains 4784 members 
Mstep: Class 27 contains 61611 members 
Mstep: Class 28 contains 5582 members 
Mstep: Class 29 contains 6233 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 77360 members 
Mstep: Class 32 contains 5007 members 
Mstep: Class 33 contains 7825 members 
Mstep: Class 34 contains 4038 members 
Mstep: Class 35 contains 531539 members 
Mstep: Class 36 contains 26738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988640.000000 Penalty: 126742.460938
Iteration 350Q: 37 clusters Score -1.119886e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120815 members 
Mstep: Class 2 contains 47414 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152071 members 
Mstep: Class 5 contains 8897 members 
Mstep: Class 6 contains 9621 members 
Mstep: Class 7 contains 32579 members 
Mstep: Class 8 contains 3236 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3398 members 
Mstep: Class 11 contains 8131 members 
Mstep: Class 12 contains 13830 members 
Mstep: Class 13 contains 61388 members 
Mstep: Class 14 contains 2408 members 
Mstep: Class 15 contains 23360 members 
Mstep: Class 16 contains 4319 members 
Mstep: Class 17 contains 16388 members 
Mstep: Class 18 contains 75898 members 
Mstep: Class 19 contains 8720 members 
Mstep: Class 20 contains 21564 members 
Mstep: Class 21 contains 23611 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2244 members 
Mstep: Class 24 contains 61228 members 
Mstep: Class 25 contains 15504 members 
Mstep: Class 26 contains 4784 members 
Mstep: Class 27 contains 61611 members 
Mstep: Class 28 contains 5582 members 
Mstep: Class 29 contains 6233 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 77360 members 
Mstep: Class 32 contains 5007 members 
Mstep: Class 33 contains 7825 members 
Mstep: Class 34 contains 4038 members 
Mstep: Class 35 contains 531539 members 
Mstep: Class 36 contains 26741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988656.000000 Penalty: 126742.460938
Iteration 351Q: 37 clusters Score -1.119887e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120815 members 
Mstep: Class 2 contains 47414 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152071 members 
Mstep: Class 5 contains 8897 members 
Mstep: Class 6 contains 9621 members 
Mstep: Class 7 contains 32579 members 
Mstep: Class 8 contains 3236 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3398 members 
Mstep: Class 11 contains 8131 members 
Mstep: Class 12 contains 13829 members 
Mstep: Class 13 contains 61385 members 
Mstep: Class 14 contains 2408 members 
Mstep: Class 15 contains 23360 members 
Mstep: Class 16 contains 4319 members 
Mstep: Class 17 contains 16388 members 
Mstep: Class 18 contains 75898 members 
Mstep: Class 19 contains 8720 members 
Mstep: Class 20 contains 21564 members 
Mstep: Class 21 contains 23611 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2244 members 
Mstep: Class 24 contains 61225 members 
Mstep: Class 25 contains 15504 members 
Mstep: Class 26 contains 4784 members 
Mstep: Class 27 contains 61611 members 
Mstep: Class 28 contains 5582 members 
Mstep: Class 29 contains 6233 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 77361 members 
Mstep: Class 32 contains 5007 members 
Mstep: Class 33 contains 7825 members 
Mstep: Class 34 contains 4038 members 
Mstep: Class 35 contains 531539 members 
Mstep: Class 36 contains 26747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988648.000000 Penalty: 126742.460938
Iteration 352Q: 37 clusters Score -1.119886e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120815 members 
Mstep: Class 2 contains 47414 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152071 members 
Mstep: Class 5 contains 8897 members 
Mstep: Class 6 contains 9621 members 
Mstep: Class 7 contains 32579 members 
Mstep: Class 8 contains 3236 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3398 members 
Mstep: Class 11 contains 8131 members 
Mstep: Class 12 contains 13829 members 
Mstep: Class 13 contains 61384 members 
Mstep: Class 14 contains 2408 members 
Mstep: Class 15 contains 23360 members 
Mstep: Class 16 contains 4319 members 
Mstep: Class 17 contains 16388 members 
Mstep: Class 18 contains 75898 members 
Mstep: Class 19 contains 8720 members 
Mstep: Class 20 contains 21564 members 
Mstep: Class 21 contains 23611 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2244 members 
Mstep: Class 24 contains 61222 members 
Mstep: Class 25 contains 15504 members 
Mstep: Class 26 contains 4784 members 
Mstep: Class 27 contains 61611 members 
Mstep: Class 28 contains 5582 members 
Mstep: Class 29 contains 6233 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 77362 members 
Mstep: Class 32 contains 5007 members 
Mstep: Class 33 contains 7825 members 
Mstep: Class 34 contains 4038 members 
Mstep: Class 35 contains 531538 members 
Mstep: Class 36 contains 26751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988632.000000 Penalty: 126742.460938
Iteration 353Q: 37 clusters Score -1.119886e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120815 members 
Mstep: Class 2 contains 47414 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152071 members 
Mstep: Class 5 contains 8897 members 
Mstep: Class 6 contains 9621 members 
Mstep: Class 7 contains 32579 members 
Mstep: Class 8 contains 3236 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3398 members 
Mstep: Class 11 contains 8131 members 
Mstep: Class 12 contains 13829 members 
Mstep: Class 13 contains 61384 members 
Mstep: Class 14 contains 2408 members 
Mstep: Class 15 contains 23360 members 
Mstep: Class 16 contains 4319 members 
Mstep: Class 17 contains 16388 members 
Mstep: Class 18 contains 75898 members 
Mstep: Class 19 contains 8720 members 
Mstep: Class 20 contains 21564 members 
Mstep: Class 21 contains 23611 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2244 members 
Mstep: Class 24 contains 61220 members 
Mstep: Class 25 contains 15504 members 
Mstep: Class 26 contains 4784 members 
Mstep: Class 27 contains 61611 members 
Mstep: Class 28 contains 5582 members 
Mstep: Class 29 contains 6233 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 77361 members 
Mstep: Class 32 contains 5007 members 
Mstep: Class 33 contains 7825 members 
Mstep: Class 34 contains 4038 members 
Mstep: Class 35 contains 531532 members 
Mstep: Class 36 contains 26760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988632.000000 Penalty: 126742.460938
Iteration 354Q: 37 clusters Score -1.119886e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120815 members 
Mstep: Class 2 contains 47414 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152071 members 
Mstep: Class 5 contains 8897 members 
Mstep: Class 6 contains 9621 members 
Mstep: Class 7 contains 32579 members 
Mstep: Class 8 contains 3236 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3398 members 
Mstep: Class 11 contains 8131 members 
Mstep: Class 12 contains 13829 members 
Mstep: Class 13 contains 61384 members 
Mstep: Class 14 contains 2408 members 
Mstep: Class 15 contains 23360 members 
Mstep: Class 16 contains 4319 members 
Mstep: Class 17 contains 16388 members 
Mstep: Class 18 contains 75898 members 
Mstep: Class 19 contains 8720 members 
Mstep: Class 20 contains 21564 members 
Mstep: Class 21 contains 23611 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2244 members 
Mstep: Class 24 contains 61217 members 
Mstep: Class 25 contains 15504 members 
Mstep: Class 26 contains 4784 members 
Mstep: Class 27 contains 61611 members 
Mstep: Class 28 contains 5582 members 
Mstep: Class 29 contains 6233 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 77360 members 
Mstep: Class 32 contains 5007 members 
Mstep: Class 33 contains 7825 members 
Mstep: Class 34 contains 4038 members 
Mstep: Class 35 contains 531525 members 
Mstep: Class 36 contains 26771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988624.000000 Penalty: 126742.460938
Iteration 355Q: 37 clusters Score -1.119886e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120816 members 
Mstep: Class 2 contains 47414 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152071 members 
Mstep: Class 5 contains 8897 members 
Mstep: Class 6 contains 9622 members 
Mstep: Class 7 contains 32579 members 
Mstep: Class 8 contains 3236 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3398 members 
Mstep: Class 11 contains 8131 members 
Mstep: Class 12 contains 13829 members 
Mstep: Class 13 contains 61384 members 
Mstep: Class 14 contains 2408 members 
Mstep: Class 15 contains 23360 members 
Mstep: Class 16 contains 4319 members 
Mstep: Class 17 contains 16388 members 
Mstep: Class 18 contains 75898 members 
Mstep: Class 19 contains 8720 members 
Mstep: Class 20 contains 21564 members 
Mstep: Class 21 contains 23611 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2244 members 
Mstep: Class 24 contains 61217 members 
Mstep: Class 25 contains 15504 members 
Mstep: Class 26 contains 4784 members 
Mstep: Class 27 contains 61610 members 
Mstep: Class 28 contains 5582 members 
Mstep: Class 29 contains 6233 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 77357 members 
Mstep: Class 32 contains 5007 members 
Mstep: Class 33 contains 7825 members 
Mstep: Class 34 contains 4038 members 
Mstep: Class 35 contains 531516 members 
Mstep: Class 36 contains 26782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988640.000000 Penalty: 126742.460938
Iteration 356Q: 37 clusters Score -1.119886e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120817 members 
Mstep: Class 2 contains 47414 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152071 members 
Mstep: Class 5 contains 8897 members 
Mstep: Class 6 contains 9623 members 
Mstep: Class 7 contains 32578 members 
Mstep: Class 8 contains 3236 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3398 members 
Mstep: Class 11 contains 8131 members 
Mstep: Class 12 contains 13830 members 
Mstep: Class 13 contains 61382 members 
Mstep: Class 14 contains 2408 members 
Mstep: Class 15 contains 23360 members 
Mstep: Class 16 contains 4319 members 
Mstep: Class 17 contains 16388 members 
Mstep: Class 18 contains 75898 members 
Mstep: Class 19 contains 8720 members 
Mstep: Class 20 contains 21564 members 
Mstep: Class 21 contains 23611 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2244 members 
Mstep: Class 24 contains 61219 members 
Mstep: Class 25 contains 15504 members 
Mstep: Class 26 contains 4784 members 
Mstep: Class 27 contains 61610 members 
Mstep: Class 28 contains 5582 members 
Mstep: Class 29 contains 6233 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 77359 members 
Mstep: Class 32 contains 5007 members 
Mstep: Class 33 contains 7825 members 
Mstep: Class 34 contains 4038 members 
Mstep: Class 35 contains 531507 members 
Mstep: Class 36 contains 26787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988648.000000 Penalty: 126742.460938
Iteration 357Q: 37 clusters Score -1.119886e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120821 members 
Mstep: Class 2 contains 47415 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152071 members 
Mstep: Class 5 contains 8897 members 
Mstep: Class 6 contains 9624 members 
Mstep: Class 7 contains 32577 members 
Mstep: Class 8 contains 3236 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3398 members 
Mstep: Class 11 contains 8131 members 
Mstep: Class 12 contains 13831 members 
Mstep: Class 13 contains 61380 members 
Mstep: Class 14 contains 2408 members 
Mstep: Class 15 contains 23360 members 
Mstep: Class 16 contains 4318 members 
Mstep: Class 17 contains 16388 members 
Mstep: Class 18 contains 75898 members 
Mstep: Class 19 contains 8720 members 
Mstep: Class 20 contains 21564 members 
Mstep: Class 21 contains 23611 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2244 members 
Mstep: Class 24 contains 61217 members 
Mstep: Class 25 contains 15504 members 
Mstep: Class 26 contains 4784 members 
Mstep: Class 27 contains 61610 members 
Mstep: Class 28 contains 5582 members 
Mstep: Class 29 contains 6233 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 77359 members 
Mstep: Class 32 contains 5007 members 
Mstep: Class 33 contains 7825 members 
Mstep: Class 34 contains 4038 members 
Mstep: Class 35 contains 531501 members 
Mstep: Class 36 contains 26792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988648.000000 Penalty: 126742.460938
Iteration 358Q: 37 clusters Score -1.119886e+08 nChanged 21
Entering ConstructFrom: 
Score: -111988648.000000 Penalty: 126742.460938
Entering ConstructFrom: 
Trying to split cluster 1 (120825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120825 members 
Entering Unmasked Estep 
Score: -9648739.000000 Penalty: 2902.120605
	Iteration 0F: 2 clusters Score -9648739 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60674 members 
Mstep: Class 2 contains 60151 members 
Entering Unmasked Estep 
Score: -9567914.000000 Penalty: 5804.241211
	Iteration 0F: 3 clusters Score -9567914 nChanged 57683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64977 members 
Mstep: Class 2 contains 55848 members 
Entering Unmasked Estep 
Score: -9601594.000000 Penalty: 5804.241211
	Iteration 1F: 3 clusters Score -9601594 nChanged 4780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67817 members 
Mstep: Class 2 contains 53008 members 
Entering Unmasked Estep 
Score: -9602966.000000 Penalty: 5804.241211
	Iteration 2Q: 3 clusters Score -9602966 nChanged 5342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72003 members 
Mstep: Class 2 contains 48822 members 
Entering Unmasked Estep 
Score: -9605184.000000 Penalty: 5804.241211
	Iteration 3Q: 3 clusters Score -9605184 nChanged 6779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78168 members 
Mstep: Class 2 contains 42657 members 
Entering Unmasked Estep 
Score: -9608514.000000 Penalty: 5804.241211
	Iteration 4F: 3 clusters Score -9608514 nChanged 8384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86346 members 
Mstep: Class 2 contains 34479 members 
Entering Unmasked Estep 
Score: -9614228.000000 Penalty: 5804.241211
	Iteration 5F: 3 clusters Score -9614228 nChanged 10028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96330 members 
Mstep: Class 2 contains 24495 members 
Entering Unmasked Estep 
Score: -9622492.000000 Penalty: 5804.241211
	Iteration 6F: 3 clusters Score -9622492 nChanged 10131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106453 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -9632195.000000 Penalty: 5804.241211
	Iteration 7F: 3 clusters Score -9632195 nChanged 7746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114199 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -9639807.000000 Penalty: 5804.241211
	Iteration 8F: 3 clusters Score -9639807 nChanged 4216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118415 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -9643890.000000 Penalty: 5804.241211
	Iteration 9Q: 3 clusters Score -9643890 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119982 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -9645338.000000 Penalty: 5804.241211
	Iteration 10Q: 3 clusters Score -9645338 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120436 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -9645851.000000 Penalty: 5804.241211
	Iteration 11Q: 3 clusters Score -9645851 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120554 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -9646016.000000 Penalty: 5804.241211
	Iteration 12Q: 3 clusters Score -9646016 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120579 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -9646061.000000 Penalty: 5804.241211
	Iteration 13Q: 3 clusters Score -9646061 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120594 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -9646085.000000 Penalty: 5804.241211
	Iteration 14Q: 3 clusters Score -9646085 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120596 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -9646102.000000 Penalty: 5804.241211
	Iteration 15Q: 3 clusters Score -9646102 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120600 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -9646111.000000 Penalty: 5804.241211
	Iteration 16Q: 3 clusters Score -9646111 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120604 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -9646127.000000 Penalty: 5804.241211
	Iteration 17Q: 3 clusters Score -9646127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120603 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -9646129.000000 Penalty: 5804.241211
	Iteration 18Q: 3 clusters Score -9646129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120603 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -9646133.000000 Penalty: 5804.241211
	Iteration 19Q: 3 clusters Score -9646133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120603 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -9646135.000000 Penalty: 5804.241211
	Iteration 20F: 3 clusters Score -9646135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120604 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -9646137.000000 Penalty: 5804.241211
	Iteration 21Q: 3 clusters Score -9646137 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120604 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -9646137.000000 Penalty: 5804.241211
	Iteration 22F: 3 clusters Score -9646137 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (47415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47415 members 
Entering Unmasked Estep 
Score: -3704422.500000 Penalty: 2670.140137
	Iteration 0F: 2 clusters Score -3704422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23680 members 
Mstep: Class 2 contains 23735 members 
Entering Unmasked Estep 
Score: -3672350.500000 Penalty: 5340.280273
	Iteration 0F: 3 clusters Score -3672350 nChanged 21940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22904 members 
Mstep: Class 2 contains 24511 members 
Entering Unmasked Estep 
Score: -3684507.000000 Penalty: 5340.280273
	Iteration 1F: 3 clusters Score -3684507 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22386 members 
Mstep: Class 2 contains 25029 members 
Entering Unmasked Estep 
Score: -3685106.750000 Penalty: 5340.280273
	Iteration 2Q: 3 clusters Score -3685107 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21618 members 
Mstep: Class 2 contains 25797 members 
Entering Unmasked Estep 
Score: -3685828.500000 Penalty: 5340.280273
	Iteration 3Q: 3 clusters Score -3685828 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20487 members 
Mstep: Class 2 contains 26928 members 
Entering Unmasked Estep 
Score: -3686835.000000 Penalty: 5340.280273
	Iteration 4Q: 3 clusters Score -3686835 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18945 members 
Mstep: Class 2 contains 28470 members 
Entering Unmasked Estep 
Score: -3688292.750000 Penalty: 5340.280273
	Iteration 5F: 3 clusters Score -3688293 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 30284 members 
Entering Unmasked Estep 
Score: -3690226.000000 Penalty: 5340.280273
	Iteration 6F: 3 clusters Score -3690226 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15139 members 
Mstep: Class 2 contains 32276 members 
Entering Unmasked Estep 
Score: -3692347.500000 Penalty: 5340.280273
	Iteration 7F: 3 clusters Score -3692348 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 34257 members 
Entering Unmasked Estep 
Score: -3694523.250000 Penalty: 5340.280273
	Iteration 8F: 3 clusters Score -3694523 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 36054 members 
Entering Unmasked Estep 
Score: -3696389.250000 Penalty: 5340.280273
	Iteration 9F: 3 clusters Score -3696389 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 37406 members 
Entering Unmasked Estep 
Score: -3697838.250000 Penalty: 5340.280273
	Iteration 10Q: 3 clusters Score -3697838 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 38409 members 
Entering Unmasked Estep 
Score: -3698997.250000 Penalty: 5340.280273
	Iteration 11Q: 3 clusters Score -3698997 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 39030 members 
Entering Unmasked Estep 
Score: -3699797.750000 Penalty: 5340.280273
	Iteration 12Q: 3 clusters Score -3699798 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 39423 members 
Entering Unmasked Estep 
Score: -3700276.250000 Penalty: 5340.280273
	Iteration 13Q: 3 clusters Score -3700276 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 39677 members 
Entering Unmasked Estep 
Score: -3700589.500000 Penalty: 5340.280273
	Iteration 14Q: 3 clusters Score -3700590 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 39861 members 
Entering Unmasked Estep 
Score: -3700763.500000 Penalty: 5340.280273
	Iteration 15Q: 3 clusters Score -3700764 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 40038 members 
Entering Unmasked Estep 
Score: -3700887.000000 Penalty: 5340.280273
	Iteration 16Q: 3 clusters Score -3700887 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 40216 members 
Entering Unmasked Estep 
Score: -3701006.250000 Penalty: 5340.280273
	Iteration 17Q: 3 clusters Score -3701006 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 40387 members 
Entering Unmasked Estep 
Score: -3701063.000000 Penalty: 5340.280273
	Iteration 18Q: 3 clusters Score -3701063 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 40565 members 
Entering Unmasked Estep 
Score: -3701116.000000 Penalty: 5340.280273
	Iteration 19Q: 3 clusters Score -3701116 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 40763 members 
Entering Unmasked Estep 
Score: -3701173.500000 Penalty: 5340.280273
	Iteration 20F: 3 clusters Score -3701174 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 40944 members 
Entering Unmasked Estep 
Score: -3701224.500000 Penalty: 5340.280273
	Iteration 21Q: 3 clusters Score -3701224 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 41123 members 
Entering Unmasked Estep 
Score: -3701276.250000 Penalty: 5340.280273
	Iteration 22Q: 3 clusters Score -3701276 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 41307 members 
Entering Unmasked Estep 
Score: -3701338.000000 Penalty: 5340.280273
	Iteration 23Q: 3 clusters Score -3701338 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 41496 members 
Entering Unmasked Estep 
Score: -3701391.500000 Penalty: 5340.280273
	Iteration 24Q: 3 clusters Score -3701392 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 41667 members 
Entering Unmasked Estep 
Score: -3701438.000000 Penalty: 5340.280273
	Iteration 25Q: 3 clusters Score -3701438 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 41850 members 
Entering Unmasked Estep 
Score: -3701499.000000 Penalty: 5340.280273
	Iteration 26Q: 3 clusters Score -3701499 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 42043 members 
Entering Unmasked Estep 
Score: -3701574.000000 Penalty: 5340.280273
	Iteration 27Q: 3 clusters Score -3701574 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 42222 members 
Entering Unmasked Estep 
Score: -3701657.250000 Penalty: 5340.280273
	Iteration 28Q: 3 clusters Score -3701657 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 42407 members 
Entering Unmasked Estep 
Score: -3701749.500000 Penalty: 5340.280273
	Iteration 29Q: 3 clusters Score -3701750 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 42584 members 
Entering Unmasked Estep 
Score: -3701826.750000 Penalty: 5340.280273
	Iteration 30Q: 3 clusters Score -3701827 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 42778 members 
Entering Unmasked Estep 
Score: -3701916.250000 Penalty: 5340.280273
	Iteration 31Q: 3 clusters Score -3701916 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 42950 members 
Entering Unmasked Estep 
Score: -3702018.250000 Penalty: 5340.280273
	Iteration 32Q: 3 clusters Score -3702018 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 43095 members 
Entering Unmasked Estep 
Score: -3702104.500000 Penalty: 5340.280273
	Iteration 33Q: 3 clusters Score -3702104 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 43217 members 
Entering Unmasked Estep 
Score: -3702181.250000 Penalty: 5340.280273
	Iteration 34Q: 3 clusters Score -3702181 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 43325 members 
Entering Unmasked Estep 
Score: -3702284.000000 Penalty: 5340.280273
	Iteration 35Q: 3 clusters Score -3702284 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 43428 members 
Entering Unmasked Estep 
Score: -3702396.000000 Penalty: 5340.280273
	Iteration 36Q: 3 clusters Score -3702396 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 43521 members 
Entering Unmasked Estep 
Score: -3702519.250000 Penalty: 5340.280273
	Iteration 37Q: 3 clusters Score -3702519 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 43612 members 
Entering Unmasked Estep 
Score: -3702665.750000 Penalty: 5340.280273
	Iteration 38Q: 3 clusters Score -3702666 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 43668 members 
Entering Unmasked Estep 
Score: -3702752.750000 Penalty: 5340.280273
	Iteration 39Q: 3 clusters Score -3702753 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 43700 members 
Entering Unmasked Estep 
Score: -3702818.750000 Penalty: 5340.280273
	Iteration 40F: 3 clusters Score -3702819 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 43724 members 
Entering Unmasked Estep 
Score: -3702851.750000 Penalty: 5340.280273
	Iteration 41Q: 3 clusters Score -3702852 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 43721 members 
Entering Unmasked Estep 
Score: -3702889.000000 Penalty: 5340.280273
	Iteration 42Q: 3 clusters Score -3702889 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 43710 members 
Entering Unmasked Estep 
Score: -3702925.750000 Penalty: 5340.280273
	Iteration 43Q: 3 clusters Score -3702926 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 43709 members 
Entering Unmasked Estep 
Score: -3702972.750000 Penalty: 5340.280273
	Iteration 44Q: 3 clusters Score -3702973 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 43715 members 
Entering Unmasked Estep 
Score: -3703035.000000 Penalty: 5340.280273
	Iteration 45Q: 3 clusters Score -3703035 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 43705 members 
Entering Unmasked Estep 
Score: -3703092.250000 Penalty: 5340.280273
	Iteration 46Q: 3 clusters Score -3703092 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 43710 members 
Entering Unmasked Estep 
Score: -3703149.750000 Penalty: 5340.280273
	Iteration 47Q: 3 clusters Score -3703150 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 43721 members 
Entering Unmasked Estep 
Score: -3703224.750000 Penalty: 5340.280273
	Iteration 48Q: 3 clusters Score -3703225 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 43709 members 
Entering Unmasked Estep 
Score: -3703279.000000 Penalty: 5340.280273
	Iteration 49Q: 3 clusters Score -3703279 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 43658 members 
Entering Unmasked Estep 
Score: -3703313.000000 Penalty: 5340.280273
	Iteration 50Q: 3 clusters Score -3703313 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 43585 members 
Entering Unmasked Estep 
Score: -3703342.750000 Penalty: 5340.280273
	Iteration 51Q: 3 clusters Score -3703343 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 43517 members 
Entering Unmasked Estep 
Score: -3703378.250000 Penalty: 5340.280273
	Iteration 52Q: 3 clusters Score -3703378 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 43448 members 
Entering Unmasked Estep 
Score: -3703412.000000 Penalty: 5340.280273
	Iteration 53Q: 3 clusters Score -3703412 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 43380 members 
Entering Unmasked Estep 
Score: -3703426.000000 Penalty: 5340.280273
	Iteration 54Q: 3 clusters Score -3703426 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 43305 members 
Entering Unmasked Estep 
Score: -3703447.000000 Penalty: 5340.280273
	Iteration 55Q: 3 clusters Score -3703447 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 43219 members 
Entering Unmasked Estep 
Score: -3703469.000000 Penalty: 5340.280273
	Iteration 56Q: 3 clusters Score -3703469 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 43140 members 
Entering Unmasked Estep 
Score: -3703486.250000 Penalty: 5340.280273
	Iteration 57Q: 3 clusters Score -3703486 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 43062 members 
Entering Unmasked Estep 
Score: -3703491.250000 Penalty: 5340.280273
	Iteration 58Q: 3 clusters Score -3703491 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 42996 members 
Entering Unmasked Estep 
Score: -3703499.500000 Penalty: 5340.280273
	Iteration 59Q: 3 clusters Score -3703500 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 42935 members 
Entering Unmasked Estep 
Score: -3703506.250000 Penalty: 5340.280273
	Iteration 60F: 3 clusters Score -3703506 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 42880 members 
Entering Unmasked Estep 
Score: -3703518.000000 Penalty: 5340.280273
	Iteration 61Q: 3 clusters Score -3703518 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 42829 members 
Entering Unmasked Estep 
Score: -3703537.750000 Penalty: 5340.280273
	Iteration 62Q: 3 clusters Score -3703538 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 42774 members 
Entering Unmasked Estep 
Score: -3703538.500000 Penalty: 5340.280273
	Iteration 63Q: 3 clusters Score -3703538 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 42704 members 
Entering Unmasked Estep 
Score: -3703558.500000 Penalty: 5340.280273
	Iteration 64Q: 3 clusters Score -3703558 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 42631 members 
Entering Unmasked Estep 
Score: -3703566.250000 Penalty: 5340.280273
	Iteration 65Q: 3 clusters Score -3703566 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 42562 members 
Entering Unmasked Estep 
Score: -3703575.500000 Penalty: 5340.280273
	Iteration 66Q: 3 clusters Score -3703576 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 42490 members 
Entering Unmasked Estep 
Score: -3703580.750000 Penalty: 5340.280273
	Iteration 67Q: 3 clusters Score -3703581 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 42419 members 
Entering Unmasked Estep 
Score: -3703584.000000 Penalty: 5340.280273
	Iteration 68Q: 3 clusters Score -3703584 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 42355 members 
Entering Unmasked Estep 
Score: -3703592.250000 Penalty: 5340.280273
	Iteration 69Q: 3 clusters Score -3703592 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 42292 members 
Entering Unmasked Estep 
Score: -3703606.250000 Penalty: 5340.280273
	Iteration 70Q: 3 clusters Score -3703606 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 42229 members 
Entering Unmasked Estep 
Score: -3703617.750000 Penalty: 5340.280273
	Iteration 71Q: 3 clusters Score -3703618 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 42155 members 
Entering Unmasked Estep 
Score: -3703634.500000 Penalty: 5340.280273
	Iteration 72Q: 3 clusters Score -3703634 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 42086 members 
Entering Unmasked Estep 
Score: -3703641.250000 Penalty: 5340.280273
	Iteration 73Q: 3 clusters Score -3703641 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 42016 members 
Entering Unmasked Estep 
Score: -3703659.750000 Penalty: 5340.280273
	Iteration 74Q: 3 clusters Score -3703660 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 41935 members 
Entering Unmasked Estep 
Score: -3703665.000000 Penalty: 5340.280273
	Iteration 75Q: 3 clusters Score -3703665 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 41841 members 
Entering Unmasked Estep 
Score: -3703683.000000 Penalty: 5340.280273
	Iteration 76Q: 3 clusters Score -3703683 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 41745 members 
Entering Unmasked Estep 
Score: -3703696.250000 Penalty: 5340.280273
	Iteration 77Q: 3 clusters Score -3703696 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 41656 members 
Entering Unmasked Estep 
Score: -3703710.500000 Penalty: 5340.280273
	Iteration 78Q: 3 clusters Score -3703710 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 41587 members 
Entering Unmasked Estep 
Score: -3703726.250000 Penalty: 5340.280273
	Iteration 79Q: 3 clusters Score -3703726 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 41542 members 
Entering Unmasked Estep 
Score: -3703730.750000 Penalty: 5340.280273
	Iteration 80F: 3 clusters Score -3703731 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 41488 members 
Entering Unmasked Estep 
Score: -3703734.500000 Penalty: 5340.280273
	Iteration 81Q: 3 clusters Score -3703734 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 41433 members 
Entering Unmasked Estep 
Score: -3703740.750000 Penalty: 5340.280273
	Iteration 82Q: 3 clusters Score -3703741 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 41386 members 
Entering Unmasked Estep 
Score: -3703752.000000 Penalty: 5340.280273
	Iteration 83Q: 3 clusters Score -3703752 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 41346 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -3703756 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 41292 members 
Entering Unmasked Estep 
Score: -3703761.500000 Penalty: 5340.280273
	Iteration 85Q: 3 clusters Score -3703762 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 41244 members 
Entering Unmasked Estep 
Score: -3703767.000000 Penalty: 5340.280273
	Iteration 86Q: 3 clusters Score -3703767 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 41179 members 
Entering Unmasked Estep 
Score: -3703775.000000 Penalty: 5340.280273
	Iteration 87Q: 3 clusters Score -3703775 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 41109 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -3703790 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 41025 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -3703803 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 40948 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -3703808 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 40869 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -3703817 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 40796 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -3703842 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 40713 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -3703838 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 40636 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -3703847 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 40557 members 
Entering Unmasked Estep 
Score: -3703862.000000 Penalty: 5340.280273
	Iteration 95Q: 3 clusters Score -3703862 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 40488 members 
Entering Unmasked Estep 
Score: -3703863.000000 Penalty: 5340.280273
	Iteration 96Q: 3 clusters Score -3703863 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 40422 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -3703868 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 40355 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -3703876 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 40280 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -3703884 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 40209 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -3703888 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 40126 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -3703905 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 40035 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -3703924 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 39954 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -3703951 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 39882 members 
Entering Unmasked Estep 
Score: -3703953.250000 Penalty: 5340.280273
	Iteration 104Q: 3 clusters Score -3703953 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 39789 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -3703973 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 39699 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -3703979 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 39608 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -3703987 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 39521 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -3703998 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 39426 members 
Entering Unmasked Estep 
Score: -3704012.500000 Penalty: 5340.280273
	Iteration 109Q: 3 clusters Score -3704012 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 39329 members 
Entering Unmasked Estep 
Score: -3704013.250000 Penalty: 5340.280273
	Iteration 110Q: 3 clusters Score -3704013 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 39220 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -3704034 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 39113 members 
Entering Unmasked Estep 
Score: -3704065.250000 Penalty: 5340.280273
	Iteration 112Q: 3 clusters Score -3704065 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 38990 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -3704078 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 38864 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -3704094 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 38729 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -3704116 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 38576 members 
Entering Unmasked Estep 
Score: -3704144.000000 Penalty: 5340.280273
	Iteration 116Q: 3 clusters Score -3704144 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 38427 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -3704156 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 38292 members 
Entering Unmasked Estep 
Score: -3704189.250000 Penalty: 5340.280273
	Iteration 118Q: 3 clusters Score -3704189 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 38150 members 
Entering Unmasked Estep 
Score: -3704207.500000 Penalty: 5340.280273
	Iteration 119Q: 3 clusters Score -3704208 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 38002 members 
Entering Unmasked Estep 
Score: -3704229.000000 Penalty: 5340.280273
	Iteration 120F: 3 clusters Score -3704229 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 37845 members 
Entering Unmasked Estep 
Score: -3704251.250000 Penalty: 5340.280273
	Iteration 121Q: 3 clusters Score -3704251 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 37695 members 
Entering Unmasked Estep 
Score: -3704273.250000 Penalty: 5340.280273
	Iteration 122Q: 3 clusters Score -3704273 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 37535 members 
Entering Unmasked Estep 
Score: -3704305.250000 Penalty: 5340.280273
	Iteration 123Q: 3 clusters Score -3704305 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 37383 members 
Entering Unmasked Estep 
Score: -3704329.250000 Penalty: 5340.280273
	Iteration 124Q: 3 clusters Score -3704329 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 37232 members 
Entering Unmasked Estep 
Score: -3704340.750000 Penalty: 5340.280273
	Iteration 125Q: 3 clusters Score -3704341 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 37075 members 
Entering Unmasked Estep 
Score: -3704370.500000 Penalty: 5340.280273
	Iteration 126Q: 3 clusters Score -3704370 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 36927 members 
Entering Unmasked Estep 
Score: -3704384.000000 Penalty: 5340.280273
	Iteration 127Q: 3 clusters Score -3704384 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 36789 members 
Entering Unmasked Estep 
Score: -3704417.500000 Penalty: 5340.280273
	Iteration 128Q: 3 clusters Score -3704418 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 36668 members 
Entering Unmasked Estep 
Score: -3704428.500000 Penalty: 5340.280273
	Iteration 129Q: 3 clusters Score -3704428 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 36560 members 
Entering Unmasked Estep 
Score: -3704436.000000 Penalty: 5340.280273
	Iteration 130Q: 3 clusters Score -3704436 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 36459 members 
Entering Unmasked Estep 
Score: -3704443.000000 Penalty: 5340.280273
	Iteration 131Q: 3 clusters Score -3704443 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 36369 members 
Entering Unmasked Estep 
Score: -3704470.000000 Penalty: 5340.280273
	Iteration 132Q: 3 clusters Score -3704470 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 36273 members 
Entering Unmasked Estep 
Score: -3704471.250000 Penalty: 5340.280273
	Iteration 133Q: 3 clusters Score -3704471 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 36192 members 
Entering Unmasked Estep 
Score: -3704484.000000 Penalty: 5340.280273
	Iteration 134Q: 3 clusters Score -3704484 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 36121 members 
Entering Unmasked Estep 
Score: -3704492.000000 Penalty: 5340.280273
	Iteration 135Q: 3 clusters Score -3704492 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 36066 members 
Entering Unmasked Estep 
Score: -3704491.750000 Penalty: 5340.280273
	Iteration 136Q: 3 clusters Score -3704492 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 36013 members 
Entering Unmasked Estep 
Score: -3704487.000000 Penalty: 5340.280273
	Iteration 137Q: 3 clusters Score -3704487 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 35974 members 
Entering Unmasked Estep 
Score: -3704493.250000 Penalty: 5340.280273
	Iteration 138Q: 3 clusters Score -3704493 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 35936 members 
Entering Unmasked Estep 
Score: -3704489.750000 Penalty: 5340.280273
	Iteration 139Q: 3 clusters Score -3704490 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 35907 members 
Entering Unmasked Estep 
Score: -3704483.500000 Penalty: 5340.280273
	Iteration 140F: 3 clusters Score -3704484 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 35882 members 
Entering Unmasked Estep 
Score: -3704487.000000 Penalty: 5340.280273
	Iteration 141Q: 3 clusters Score -3704487 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 35862 members 
Entering Unmasked Estep 
Score: -3704492.250000 Penalty: 5340.280273
	Iteration 142Q: 3 clusters Score -3704492 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 35841 members 
Entering Unmasked Estep 
Score: -3704492.750000 Penalty: 5340.280273
	Iteration 143Q: 3 clusters Score -3704493 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 35822 members 
Entering Unmasked Estep 
Score: -3704501.750000 Penalty: 5340.280273
	Iteration 144Q: 3 clusters Score -3704502 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 35803 members 
Entering Unmasked Estep 
Score: -3704504.000000 Penalty: 5340.280273
	Iteration 145Q: 3 clusters Score -3704504 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 35788 members 
Entering Unmasked Estep 
Score: -3704508.500000 Penalty: 5340.280273
	Iteration 146Q: 3 clusters Score -3704508 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 35775 members 
Entering Unmasked Estep 
Score: -3704506.500000 Penalty: 5340.280273
	Iteration 147Q: 3 clusters Score -3704506 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 35763 members 
Entering Unmasked Estep 
Score: -3704512.500000 Penalty: 5340.280273
	Iteration 148Q: 3 clusters Score -3704512 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 35751 members 
Entering Unmasked Estep 
Score: -3704508.000000 Penalty: 5340.280273
	Iteration 149Q: 3 clusters Score -3704508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 35742 members 
Entering Unmasked Estep 
Score: -3704511.000000 Penalty: 5340.280273
	Iteration 150Q: 3 clusters Score -3704511 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 35736 members 
Entering Unmasked Estep 
Score: -3704507.250000 Penalty: 5340.280273
	Iteration 151Q: 3 clusters Score -3704507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 35735 members 
Entering Unmasked Estep 
Score: -3704506.250000 Penalty: 5340.280273
	Iteration 152Q: 3 clusters Score -3704506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 35733 members 
Entering Unmasked Estep 
Score: -3704510.750000 Penalty: 5340.280273
	Iteration 153Q: 3 clusters Score -3704511 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 35730 members 
Entering Unmasked Estep 
Score: -3704510.000000 Penalty: 5340.280273
	Iteration 154Q: 3 clusters Score -3704510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 35727 members 
Entering Unmasked Estep 
Score: -3704509.500000 Penalty: 5340.280273
	Iteration 155Q: 3 clusters Score -3704510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 35724 members 
Entering Unmasked Estep 
Score: -3704509.250000 Penalty: 5340.280273
	Iteration 156Q: 3 clusters Score -3704509 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 35719 members 
Entering Unmasked Estep 
Score: -3704513.250000 Penalty: 5340.280273
	Iteration 157Q: 3 clusters Score -3704513 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 35714 members 
Entering Unmasked Estep 
Score: -3704513.500000 Penalty: 5340.280273
	Iteration 158Q: 3 clusters Score -3704514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 35709 members 
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	Iteration 159Q: 3 clusters Score -3704512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 35702 members 
Entering Unmasked Estep 
Score: -3704509.750000 Penalty: 5340.280273
	Iteration 160F: 3 clusters Score -3704510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 35699 members 
Entering Unmasked Estep 
Score: -3704515.250000 Penalty: 5340.280273
	Iteration 161Q: 3 clusters Score -3704515 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 35694 members 
Entering Unmasked Estep 
Score: -3704509.250000 Penalty: 5340.280273
	Iteration 162Q: 3 clusters Score -3704509 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 35690 members 
Entering Unmasked Estep 
Score: -3704506.250000 Penalty: 5340.280273
	Iteration 163Q: 3 clusters Score -3704506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 35689 members 
Entering Unmasked Estep 
Score: -3704507.000000 Penalty: 5340.280273
	Iteration 164Q: 3 clusters Score -3704507 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 35684 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -3704509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 35682 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -3704509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 35680 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -3704510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 35680 members 
Entering Unmasked Estep 
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	Iteration 168F: 3 clusters Score -3704510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120825 members 
Mstep: Class 2 contains 11735 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152071 members 
Mstep: Class 5 contains 8897 members 
Mstep: Class 6 contains 9626 members 
Mstep: Class 7 contains 32577 members 
Mstep: Class 8 contains 3236 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3398 members 
Mstep: Class 11 contains 8131 members 
Mstep: Class 12 contains 13832 members 
Mstep: Class 13 contains 61379 members 
Mstep: Class 14 contains 2408 members 
Mstep: Class 15 contains 23360 members 
Mstep: Class 16 contains 4316 members 
Mstep: Class 17 contains 16388 members 
Mstep: Class 18 contains 75898 members 
Mstep: Class 19 contains 8720 members 
Mstep: Class 20 contains 21564 members 
Mstep: Class 21 contains 23611 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2244 members 
Mstep: Class 24 contains 61213 members 
Mstep: Class 25 contains 15504 members 
Mstep: Class 26 contains 4784 members 
Mstep: Class 27 contains 61610 members 
Mstep: Class 28 contains 5581 members 
Mstep: Class 29 contains 6233 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 77361 members 
Mstep: Class 32 contains 5007 members 
Mstep: Class 33 contains 7825 members 
Mstep: Class 34 contains 4038 members 
Mstep: Class 35 contains 531494 members 
Mstep: Class 36 contains 26798 members 
Mstep: Class 37 contains 35680 members 
Entering Unmasked Estep 
Score: -111988064.000000 Penalty: 130263.085938
Splitting cluster 2 changes total score from -111988648.000000 to -111988064.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (1253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Entering Unmasked Estep 
Score: -85074.523438 Penalty: 1769.057373
	Iteration 0F: 2 clusters Score -85074.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -82973.601562 Penalty: 3538.114746
	Iteration 0F: 3 clusters Score -82973.6 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -83326.921875 Penalty: 3538.114746
	Iteration 1F: 3 clusters Score -83326.92 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -83422.117188 Penalty: 3538.114746
	Iteration 2F: 3 clusters Score -83422.12 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -83479.914062 Penalty: 3538.114746
	Iteration 3Q: 3 clusters Score -83479.91 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -83526.390625 Penalty: 3538.114746
	Iteration 4Q: 3 clusters Score -83526.39 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -83551.851562 Penalty: 3538.114746
	Iteration 5Q: 3 clusters Score -83551.85 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -83577.148438 Penalty: 3538.114746
	Iteration 6Q: 3 clusters Score -83577.15 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -83591.335938 Penalty: 3538.114746
	Iteration 7Q: 3 clusters Score -83591.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -83601.867188 Penalty: 3538.114746
	Iteration 8Q: 3 clusters Score -83601.87 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -83619.148438 Penalty: 3538.114746
	Iteration 9Q: 3 clusters Score -83619.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -83628.718750 Penalty: 3538.114746
	Iteration 10Q: 3 clusters Score -83628.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -83635.632812 Penalty: 3538.114746
	Iteration 11Q: 3 clusters Score -83635.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -83641.695312 Penalty: 3538.114746
	Iteration 12Q: 3 clusters Score -83641.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -83644.851562 Penalty: 3538.114746
	Iteration 13Q: 3 clusters Score -83644.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -83644.851562 Penalty: 3538.114746
	Iteration 14F: 3 clusters Score -83644.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (152071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152071 members 
Entering Unmasked Estep 
Score: -12190514.000000 Penalty: 2959.161621
	Iteration 0F: 2 clusters Score -1.219051e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76282 members 
Mstep: Class 2 contains 75789 members 
Entering Unmasked Estep 
Score: -12088846.000000 Penalty: 5918.323242
	Iteration 0F: 3 clusters Score -1.208885e+07 nChanged 72455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77245 members 
Mstep: Class 2 contains 74826 members 
Entering Unmasked Estep 
Score: -12131489.000000 Penalty: 5918.323242
	Iteration 1F: 3 clusters Score -1.213149e+07 nChanged 5540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77523 members 
Mstep: Class 2 contains 74548 members 
Entering Unmasked Estep 
Score: -12133452.000000 Penalty: 5918.323242
	Iteration 2Q: 3 clusters Score -1.213345e+07 nChanged 6787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77696 members 
Mstep: Class 2 contains 74375 members 
Entering Unmasked Estep 
Score: -12136676.000000 Penalty: 5918.323242
	Iteration 3Q: 3 clusters Score -1.213668e+07 nChanged 8418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77826 members 
Mstep: Class 2 contains 74245 members 
Entering Unmasked Estep 
Score: -12141254.000000 Penalty: 5918.323242
	Iteration 4F: 3 clusters Score -1.214125e+07 nChanged 9644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78126 members 
Mstep: Class 2 contains 73945 members 
Entering Unmasked Estep 
Score: -12147033.000000 Penalty: 5918.323242
	Iteration 5F: 3 clusters Score -1.214703e+07 nChanged 9689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78849 members 
Mstep: Class 2 contains 73222 members 
Entering Unmasked Estep 
Score: -12152417.000000 Penalty: 5918.323242
	Iteration 6F: 3 clusters Score -1.215242e+07 nChanged 8765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80078 members 
Mstep: Class 2 contains 71993 members 
Entering Unmasked Estep 
Score: -12156394.000000 Penalty: 5918.323242
	Iteration 7F: 3 clusters Score -1.215639e+07 nChanged 6953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81703 members 
Mstep: Class 2 contains 70368 members 
Entering Unmasked Estep 
Score: -12158866.000000 Penalty: 5918.323242
	Iteration 8Q: 3 clusters Score -1.215887e+07 nChanged 5338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83719 members 
Mstep: Class 2 contains 68352 members 
Entering Unmasked Estep 
Score: -12160268.000000 Penalty: 5918.323242
	Iteration 9Q: 3 clusters Score -1.216027e+07 nChanged 4155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86182 members 
Mstep: Class 2 contains 65889 members 
Entering Unmasked Estep 
Score: -12161370.000000 Penalty: 5918.323242
	Iteration 10Q: 3 clusters Score -1.216137e+07 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89198 members 
Mstep: Class 2 contains 62873 members 
Entering Unmasked Estep 
Score: -12162269.000000 Penalty: 5918.323242
	Iteration 11Q: 3 clusters Score -1.216227e+07 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92748 members 
Mstep: Class 2 contains 59323 members 
Entering Unmasked Estep 
Score: -12163227.000000 Penalty: 5918.323242
	Iteration 12Q: 3 clusters Score -1.216323e+07 nChanged 4102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96818 members 
Mstep: Class 2 contains 55253 members 
Entering Unmasked Estep 
Score: -12164406.000000 Penalty: 5918.323242
	Iteration 13Q: 3 clusters Score -1.216441e+07 nChanged 4564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101378 members 
Mstep: Class 2 contains 50693 members 
Entering Unmasked Estep 
Score: -12165756.000000 Penalty: 5918.323242
	Iteration 14Q: 3 clusters Score -1.216576e+07 nChanged 5034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106412 members 
Mstep: Class 2 contains 45659 members 
Entering Unmasked Estep 
Score: -12167477.000000 Penalty: 5918.323242
	Iteration 15Q: 3 clusters Score -1.216748e+07 nChanged 5533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111945 members 
Mstep: Class 2 contains 40126 members 
Entering Unmasked Estep 
Score: -12169596.000000 Penalty: 5918.323242
	Iteration 16Q: 3 clusters Score -1.21696e+07 nChanged 5903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117848 members 
Mstep: Class 2 contains 34223 members 
Entering Unmasked Estep 
Score: -12172110.000000 Penalty: 5918.323242
	Iteration 17Q: 3 clusters Score -1.217211e+07 nChanged 6046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123894 members 
Mstep: Class 2 contains 28177 members 
Entering Unmasked Estep 
Score: -12174776.000000 Penalty: 5918.323242
	Iteration 18Q: 3 clusters Score -1.217478e+07 nChanged 5773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129667 members 
Mstep: Class 2 contains 22404 members 
Entering Unmasked Estep 
Score: -12177665.000000 Penalty: 5918.323242
	Iteration 19Q: 3 clusters Score -1.217766e+07 nChanged 5223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134890 members 
Mstep: Class 2 contains 17181 members 
Entering Unmasked Estep 
Score: -12180336.000000 Penalty: 5918.323242
	Iteration 20F: 3 clusters Score -1.218034e+07 nChanged 4311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139201 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -12182513.000000 Penalty: 5918.323242
	Iteration 21Q: 3 clusters Score -1.218251e+07 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142582 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -12184192.000000 Penalty: 5918.323242
	Iteration 22Q: 3 clusters Score -1.218419e+07 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145031 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -12185331.000000 Penalty: 5918.323242
	Iteration 23Q: 3 clusters Score -1.218533e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146763 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -12186152.000000 Penalty: 5918.323242
	Iteration 24Q: 3 clusters Score -1.218615e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148007 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -12186718.000000 Penalty: 5918.323242
	Iteration 25Q: 3 clusters Score -1.218672e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148810 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -12187061.000000 Penalty: 5918.323242
	Iteration 26Q: 3 clusters Score -1.218706e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149341 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -12187328.000000 Penalty: 5918.323242
	Iteration 27Q: 3 clusters Score -1.218733e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149727 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -12187474.000000 Penalty: 5918.323242
	Iteration 28Q: 3 clusters Score -1.218747e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150028 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -12187605.000000 Penalty: 5918.323242
	Iteration 29Q: 3 clusters Score -1.21876e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150239 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -12187685.000000 Penalty: 5918.323242
	Iteration 30Q: 3 clusters Score -1.218768e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150374 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -12187754.000000 Penalty: 5918.323242
	Iteration 31Q: 3 clusters Score -1.218775e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150482 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -12187812.000000 Penalty: 5918.323242
	Iteration 32Q: 3 clusters Score -1.218781e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150554 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -12187862.000000 Penalty: 5918.323242
	Iteration 33Q: 3 clusters Score -1.218786e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150618 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -12187877.000000 Penalty: 5918.323242
	Iteration 34Q: 3 clusters Score -1.218788e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150657 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -12187888.000000 Penalty: 5918.323242
	Iteration 35Q: 3 clusters Score -1.218789e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150687 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -12187927.000000 Penalty: 5918.323242
	Iteration 36Q: 3 clusters Score -1.218793e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150708 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -12187954.000000 Penalty: 5918.323242
	Iteration 37Q: 3 clusters Score -1.218795e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150731 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -12187953.000000 Penalty: 5918.323242
	Iteration 38Q: 3 clusters Score -1.218795e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150749 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -12187963.000000 Penalty: 5918.323242
	Iteration 39Q: 3 clusters Score -1.218796e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150767 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -12187967.000000 Penalty: 5918.323242
	Iteration 40F: 3 clusters Score -1.218797e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150779 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -12187983.000000 Penalty: 5918.323242
	Iteration 41Q: 3 clusters Score -1.218798e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150786 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -12187981.000000 Penalty: 5918.323242
	Iteration 42Q: 3 clusters Score -1.218798e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150795 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -12187997.000000 Penalty: 5918.323242
	Iteration 43Q: 3 clusters Score -1.2188e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150801 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -12188012.000000 Penalty: 5918.323242
	Iteration 44Q: 3 clusters Score -1.218801e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150810 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -12188018.000000 Penalty: 5918.323242
	Iteration 45Q: 3 clusters Score -1.218802e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150824 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -12188028.000000 Penalty: 5918.323242
	Iteration 46Q: 3 clusters Score -1.218803e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150837 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -12188024.000000 Penalty: 5918.323242
	Iteration 47Q: 3 clusters Score -1.218802e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150844 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -12188021.000000 Penalty: 5918.323242
	Iteration 48Q: 3 clusters Score -1.218802e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150856 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -12188025.000000 Penalty: 5918.323242
	Iteration 49Q: 3 clusters Score -1.218802e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150856 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -12188029.000000 Penalty: 5918.323242
	Iteration 50Q: 3 clusters Score -1.218803e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150860 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -12188029.000000 Penalty: 5918.323242
	Iteration 51Q: 3 clusters Score -1.218803e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150861 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -12188030.000000 Penalty: 5918.323242
	Iteration 52Q: 3 clusters Score -1.218803e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150862 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -12188029.000000 Penalty: 5918.323242
	Iteration 53Q: 3 clusters Score -1.218803e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150864 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -12188028.000000 Penalty: 5918.323242
	Iteration 54Q: 3 clusters Score -1.218803e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150864 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -12188034.000000 Penalty: 5918.323242
	Iteration 55Q: 3 clusters Score -1.218803e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150865 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -12188033.000000 Penalty: 5918.323242
	Iteration 56Q: 3 clusters Score -1.218803e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150866 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -12188030.000000 Penalty: 5918.323242
	Iteration 57Q: 3 clusters Score -1.218803e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150866 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -12188030.000000 Penalty: 5918.323242
	Iteration 58F: 3 clusters Score -1.218803e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Entering Unmasked Estep 
Score: -656856.750000 Penalty: 2255.180420
	Iteration 0F: 2 clusters Score -656856.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -649922.625000 Penalty: 4510.360840
	Iteration 0F: 3 clusters Score -649922.6 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -651909.687500 Penalty: 4510.360840
	Iteration 1F: 3 clusters Score -651909.7 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -652228.625000 Penalty: 4510.360840
	Iteration 2F: 3 clusters Score -652228.6 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -652468.437500 Penalty: 4510.360840
	Iteration 3F: 3 clusters Score -652468.4 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -652641.000000 Penalty: 4510.360840
	Iteration 4Q: 3 clusters Score -652641 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -652799.062500 Penalty: 4510.360840
	Iteration 5Q: 3 clusters Score -652799.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -652927.125000 Penalty: 4510.360840
	Iteration 6Q: 3 clusters Score -652927.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -653048.000000 Penalty: 4510.360840
	Iteration 7Q: 3 clusters Score -653048 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -653168.625000 Penalty: 4510.360840
	Iteration 8Q: 3 clusters Score -653168.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -653286.437500 Penalty: 4510.360840
	Iteration 9Q: 3 clusters Score -653286.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -653391.562500 Penalty: 4510.360840
	Iteration 10Q: 3 clusters Score -653391.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -653486.875000 Penalty: 4510.360840
	Iteration 11Q: 3 clusters Score -653486.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -653573.312500 Penalty: 4510.360840
	Iteration 12Q: 3 clusters Score -653573.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -653656.875000 Penalty: 4510.360840
	Iteration 13Q: 3 clusters Score -653656.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -653732.000000 Penalty: 4510.360840
	Iteration 14Q: 3 clusters Score -653732 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -653807.812500 Penalty: 4510.360840
	Iteration 15Q: 3 clusters Score -653807.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -653886.875000 Penalty: 4510.360840
	Iteration 16Q: 3 clusters Score -653886.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -653997.625000 Penalty: 4510.360840
	Iteration 17Q: 3 clusters Score -653997.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -654168.125000 Penalty: 4510.360840
	Iteration 18Q: 3 clusters Score -654168.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -654380.875000 Penalty: 4510.360840
	Iteration 19Q: 3 clusters Score -654380.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -654573.500000 Penalty: 4510.360840
	Iteration 20F: 3 clusters Score -654573.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -654741.875000 Penalty: 4510.360840
	Iteration 21Q: 3 clusters Score -654741.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -654894.437500 Penalty: 4510.360840
	Iteration 22Q: 3 clusters Score -654894.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -655034.125000 Penalty: 4510.360840
	Iteration 23Q: 3 clusters Score -655034.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -655199.750000 Penalty: 4510.360840
	Iteration 24Q: 3 clusters Score -655199.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -655389.625000 Penalty: 4510.360840
	Iteration 25Q: 3 clusters Score -655389.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -655554.437500 Penalty: 4510.360840
	Iteration 26Q: 3 clusters Score -655554.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -655691.562500 Penalty: 4510.360840
	Iteration 27Q: 3 clusters Score -655691.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -655795.750000 Penalty: 4510.360840
	Iteration 28Q: 3 clusters Score -655795.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -655882.937500 Penalty: 4510.360840
	Iteration 29Q: 3 clusters Score -655882.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -655974.250000 Penalty: 4510.360840
	Iteration 30Q: 3 clusters Score -655974.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -656055.000000 Penalty: 4510.360840
	Iteration 31Q: 3 clusters Score -656055 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -656123.687500 Penalty: 4510.360840
	Iteration 32Q: 3 clusters Score -656123.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -656179.687500 Penalty: 4510.360840
	Iteration 33Q: 3 clusters Score -656179.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -656218.687500 Penalty: 4510.360840
	Iteration 34Q: 3 clusters Score -656218.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -656254.312500 Penalty: 4510.360840
	Iteration 35Q: 3 clusters Score -656254.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -656288.187500 Penalty: 4510.360840
	Iteration 36Q: 3 clusters Score -656288.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -656322.312500 Penalty: 4510.360840
	Iteration 37Q: 3 clusters Score -656322.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -656347.437500 Penalty: 4510.360840
	Iteration 38Q: 3 clusters Score -656347.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -656365.375000 Penalty: 4510.360840
	Iteration 39Q: 3 clusters Score -656365.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -656383.062500 Penalty: 4510.360840
	Iteration 40F: 3 clusters Score -656383.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -656404.000000 Penalty: 4510.360840
	Iteration 41Q: 3 clusters Score -656404 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -656418.125000 Penalty: 4510.360840
	Iteration 42Q: 3 clusters Score -656418.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -656442.187500 Penalty: 4510.360840
	Iteration 43Q: 3 clusters Score -656442.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -656461.687500 Penalty: 4510.360840
	Iteration 44Q: 3 clusters Score -656461.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -656470.187500 Penalty: 4510.360840
	Iteration 45Q: 3 clusters Score -656470.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -656474.750000 Penalty: 4510.360840
	Iteration 46Q: 3 clusters Score -656474.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -656477.875000 Penalty: 4510.360840
	Iteration 47Q: 3 clusters Score -656477.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -656482.812500 Penalty: 4510.360840
	Iteration 48Q: 3 clusters Score -656482.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -656485.000000 Penalty: 4510.360840
	Iteration 49Q: 3 clusters Score -656485 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -656489.000000 Penalty: 4510.360840
	Iteration 50Q: 3 clusters Score -656489 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -656486.875000 Penalty: 4510.360840
	Iteration 51Q: 3 clusters Score -656486.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -656486.875000 Penalty: 4510.360840
	Iteration 52F: 3 clusters Score -656486.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Entering Unmasked Estep 
Score: -785449.687500 Penalty: 2274.711426
	Iteration 0F: 2 clusters Score -785449.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -777996.000000 Penalty: 4549.422852
	Iteration 0F: 3 clusters Score -777996 nChanged 4022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -780095.875000 Penalty: 4549.422852
	Iteration 1F: 3 clusters Score -780095.9 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -780424.062500 Penalty: 4549.422852
	Iteration 2F: 3 clusters Score -780424.1 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -780689.500000 Penalty: 4549.422852
	Iteration 3F: 3 clusters Score -780689.5 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -780982.812500 Penalty: 4549.422852
	Iteration 4F: 3 clusters Score -780982.8 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -781314.625000 Penalty: 4549.422852
	Iteration 5F: 3 clusters Score -781314.6 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -781722.812500 Penalty: 4549.422852
	Iteration 6F: 3 clusters Score -781722.8 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -782201.875000 Penalty: 4549.422852
	Iteration 7F: 3 clusters Score -782201.9 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -782675.750000 Penalty: 4549.422852
	Iteration 8F: 3 clusters Score -782675.8 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -783027.937500 Penalty: 4549.422852
	Iteration 9Q: 3 clusters Score -783027.9 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -783299.812500 Penalty: 4549.422852
	Iteration 10Q: 3 clusters Score -783299.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -783458.062500 Penalty: 4549.422852
	Iteration 11Q: 3 clusters Score -783458.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -783556.750000 Penalty: 4549.422852
	Iteration 12Q: 3 clusters Score -783556.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -783616.375000 Penalty: 4549.422852
	Iteration 13Q: 3 clusters Score -783616.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -783656.437500 Penalty: 4549.422852
	Iteration 14Q: 3 clusters Score -783656.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -783693.500000 Penalty: 4549.422852
	Iteration 15Q: 3 clusters Score -783693.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -783711.062500 Penalty: 4549.422852
	Iteration 16Q: 3 clusters Score -783711.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -783727.562500 Penalty: 4549.422852
	Iteration 17Q: 3 clusters Score -783727.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -783735.875000 Penalty: 4549.422852
	Iteration 18Q: 3 clusters Score -783735.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -783747.312500 Penalty: 4549.422852
	Iteration 19Q: 3 clusters Score -783747.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -783751.312500 Penalty: 4549.422852
	Iteration 20F: 3 clusters Score -783751.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -783750.000000 Penalty: 4549.422852
	Iteration 21Q: 3 clusters Score -783750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -783750.812500 Penalty: 4549.422852
	Iteration 22Q: 3 clusters Score -783750.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -783750.187500 Penalty: 4549.422852
	Iteration 23Q: 3 clusters Score -783750.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -783753.000000 Penalty: 4549.422852
	Iteration 24Q: 3 clusters Score -783753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -783754.500000 Penalty: 4549.422852
	Iteration 25Q: 3 clusters Score -783754.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -783757.000000 Penalty: 4549.422852
	Iteration 26Q: 3 clusters Score -783757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -783756.812500 Penalty: 4549.422852
	Iteration 27Q: 3 clusters Score -783756.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -783756.812500 Penalty: 4549.422852
	Iteration 28F: 3 clusters Score -783756.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (32577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32577 members 
Entering Unmasked Estep 
Score: -2669462.250000 Penalty: 2577.057861
	Iteration 0F: 2 clusters Score -2669462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16226 members 
Mstep: Class 2 contains 16351 members 
Entering Unmasked Estep 
Score: -2647256.750000 Penalty: 5154.115723
	Iteration 0F: 3 clusters Score -2647257 nChanged 14611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 16942 members 
Entering Unmasked Estep 
Score: -2655280.500000 Penalty: 5154.115723
	Iteration 1F: 3 clusters Score -2655280 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 17288 members 
Entering Unmasked Estep 
Score: -2655863.750000 Penalty: 5154.115723
	Iteration 2Q: 3 clusters Score -2655864 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 17777 members 
Entering Unmasked Estep 
Score: -2656442.750000 Penalty: 5154.115723
	Iteration 3Q: 3 clusters Score -2656443 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 18481 members 
Entering Unmasked Estep 
Score: -2657037.250000 Penalty: 5154.115723
	Iteration 4Q: 3 clusters Score -2657037 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 19397 members 
Entering Unmasked Estep 
Score: -2657731.500000 Penalty: 5154.115723
	Iteration 5Q: 3 clusters Score -2657732 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 20555 members 
Entering Unmasked Estep 
Score: -2658672.250000 Penalty: 5154.115723
	Iteration 6F: 3 clusters Score -2658672 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 21975 members 
Entering Unmasked Estep 
Score: -2659888.250000 Penalty: 5154.115723
	Iteration 7F: 3 clusters Score -2659888 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 23503 members 
Entering Unmasked Estep 
Score: -2661484.500000 Penalty: 5154.115723
	Iteration 8F: 3 clusters Score -2661484 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 24914 members 
Entering Unmasked Estep 
Score: -2663318.000000 Penalty: 5154.115723
	Iteration 9F: 3 clusters Score -2663318 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 25883 members 
Entering Unmasked Estep 
Score: -2664736.000000 Penalty: 5154.115723
	Iteration 10Q: 3 clusters Score -2664736 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 26426 members 
Entering Unmasked Estep 
Score: -2665441.000000 Penalty: 5154.115723
	Iteration 11Q: 3 clusters Score -2665441 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 26787 members 
Entering Unmasked Estep 
Score: -2665727.750000 Penalty: 5154.115723
	Iteration 12Q: 3 clusters Score -2665728 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 27073 members 
Entering Unmasked Estep 
Score: -2665856.250000 Penalty: 5154.115723
	Iteration 13Q: 3 clusters Score -2665856 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 27324 members 
Entering Unmasked Estep 
Score: -2665948.500000 Penalty: 5154.115723
	Iteration 14Q: 3 clusters Score -2665948 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 27548 members 
Entering Unmasked Estep 
Score: -2666018.750000 Penalty: 5154.115723
	Iteration 15Q: 3 clusters Score -2666019 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 27778 members 
Entering Unmasked Estep 
Score: -2666098.250000 Penalty: 5154.115723
	Iteration 16Q: 3 clusters Score -2666098 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 27986 members 
Entering Unmasked Estep 
Score: -2666148.750000 Penalty: 5154.115723
	Iteration 17Q: 3 clusters Score -2666149 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 28198 members 
Entering Unmasked Estep 
Score: -2666215.750000 Penalty: 5154.115723
	Iteration 18Q: 3 clusters Score -2666216 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 28382 members 
Entering Unmasked Estep 
Score: -2666263.250000 Penalty: 5154.115723
	Iteration 19Q: 3 clusters Score -2666263 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 28564 members 
Entering Unmasked Estep 
Score: -2666329.250000 Penalty: 5154.115723
	Iteration 20F: 3 clusters Score -2666329 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 28748 members 
Entering Unmasked Estep 
Score: -2666389.250000 Penalty: 5154.115723
	Iteration 21Q: 3 clusters Score -2666389 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 28927 members 
Entering Unmasked Estep 
Score: -2666446.500000 Penalty: 5154.115723
	Iteration 22Q: 3 clusters Score -2666446 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 29090 members 
Entering Unmasked Estep 
Score: -2666496.250000 Penalty: 5154.115723
	Iteration 23Q: 3 clusters Score -2666496 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 29242 members 
Entering Unmasked Estep 
Score: -2666535.250000 Penalty: 5154.115723
	Iteration 24Q: 3 clusters Score -2666535 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 29381 members 
Entering Unmasked Estep 
Score: -2666578.000000 Penalty: 5154.115723
	Iteration 25Q: 3 clusters Score -2666578 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 29496 members 
Entering Unmasked Estep 
Score: -2666616.250000 Penalty: 5154.115723
	Iteration 26Q: 3 clusters Score -2666616 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 29614 members 
Entering Unmasked Estep 
Score: -2666647.750000 Penalty: 5154.115723
	Iteration 27Q: 3 clusters Score -2666648 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 29732 members 
Entering Unmasked Estep 
Score: -2666683.250000 Penalty: 5154.115723
	Iteration 28Q: 3 clusters Score -2666683 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 29829 members 
Entering Unmasked Estep 
Score: -2666712.250000 Penalty: 5154.115723
	Iteration 29Q: 3 clusters Score -2666712 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 29941 members 
Entering Unmasked Estep 
Score: -2666751.250000 Penalty: 5154.115723
	Iteration 30Q: 3 clusters Score -2666751 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 30043 members 
Entering Unmasked Estep 
Score: -2666773.000000 Penalty: 5154.115723
	Iteration 31Q: 3 clusters Score -2666773 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 30145 members 
Entering Unmasked Estep 
Score: -2666800.750000 Penalty: 5154.115723
	Iteration 32Q: 3 clusters Score -2666801 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 30244 members 
Entering Unmasked Estep 
Score: -2666828.000000 Penalty: 5154.115723
	Iteration 33Q: 3 clusters Score -2666828 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 30320 members 
Entering Unmasked Estep 
Score: -2666845.250000 Penalty: 5154.115723
	Iteration 34Q: 3 clusters Score -2666845 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 30380 members 
Entering Unmasked Estep 
Score: -2666863.250000 Penalty: 5154.115723
	Iteration 35Q: 3 clusters Score -2666863 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 30439 members 
Entering Unmasked Estep 
Score: -2666883.000000 Penalty: 5154.115723
	Iteration 36Q: 3 clusters Score -2666883 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 30500 members 
Entering Unmasked Estep 
Score: -2666910.250000 Penalty: 5154.115723
	Iteration 37Q: 3 clusters Score -2666910 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 30554 members 
Entering Unmasked Estep 
Score: -2666929.750000 Penalty: 5154.115723
	Iteration 38Q: 3 clusters Score -2666930 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 30614 members 
Entering Unmasked Estep 
Score: -2666952.250000 Penalty: 5154.115723
	Iteration 39Q: 3 clusters Score -2666952 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 30661 members 
Entering Unmasked Estep 
Score: -2666960.000000 Penalty: 5154.115723
	Iteration 40F: 3 clusters Score -2666960 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 30703 members 
Entering Unmasked Estep 
Score: -2666976.250000 Penalty: 5154.115723
	Iteration 41Q: 3 clusters Score -2666976 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 30755 members 
Entering Unmasked Estep 
Score: -2666996.250000 Penalty: 5154.115723
	Iteration 42Q: 3 clusters Score -2666996 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 30799 members 
Entering Unmasked Estep 
Score: -2667001.500000 Penalty: 5154.115723
	Iteration 43Q: 3 clusters Score -2667002 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 30833 members 
Entering Unmasked Estep 
Score: -2667021.500000 Penalty: 5154.115723
	Iteration 44Q: 3 clusters Score -2667022 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 30863 members 
Entering Unmasked Estep 
Score: -2667025.500000 Penalty: 5154.115723
	Iteration 45Q: 3 clusters Score -2667026 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 30899 members 
Entering Unmasked Estep 
Score: -2667030.250000 Penalty: 5154.115723
	Iteration 46Q: 3 clusters Score -2667030 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 30927 members 
Entering Unmasked Estep 
Score: -2667039.250000 Penalty: 5154.115723
	Iteration 47Q: 3 clusters Score -2667039 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 30959 members 
Entering Unmasked Estep 
Score: -2667050.500000 Penalty: 5154.115723
	Iteration 48Q: 3 clusters Score -2667050 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 30982 members 
Entering Unmasked Estep 
Score: -2667051.000000 Penalty: 5154.115723
	Iteration 49Q: 3 clusters Score -2667051 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 31001 members 
Entering Unmasked Estep 
Score: -2667057.000000 Penalty: 5154.115723
	Iteration 50Q: 3 clusters Score -2667057 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 31024 members 
Entering Unmasked Estep 
Score: -2667066.250000 Penalty: 5154.115723
	Iteration 51Q: 3 clusters Score -2667066 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 31041 members 
Entering Unmasked Estep 
Score: -2667072.750000 Penalty: 5154.115723
	Iteration 52Q: 3 clusters Score -2667073 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 31062 members 
Entering Unmasked Estep 
Score: -2667078.750000 Penalty: 5154.115723
	Iteration 53Q: 3 clusters Score -2667079 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 31083 members 
Entering Unmasked Estep 
Score: -2667085.250000 Penalty: 5154.115723
	Iteration 54Q: 3 clusters Score -2667085 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 31109 members 
Entering Unmasked Estep 
Score: -2667088.000000 Penalty: 5154.115723
	Iteration 55Q: 3 clusters Score -2667088 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 31130 members 
Entering Unmasked Estep 
Score: -2667102.250000 Penalty: 5154.115723
	Iteration 56Q: 3 clusters Score -2667102 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 31151 members 
Entering Unmasked Estep 
Score: -2667118.750000 Penalty: 5154.115723
	Iteration 57Q: 3 clusters Score -2667119 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 31182 members 
Entering Unmasked Estep 
Score: -2667128.500000 Penalty: 5154.115723
	Iteration 58Q: 3 clusters Score -2667128 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 31221 members 
Entering Unmasked Estep 
Score: -2667143.750000 Penalty: 5154.115723
	Iteration 59Q: 3 clusters Score -2667144 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 31266 members 
Entering Unmasked Estep 
Score: -2667163.250000 Penalty: 5154.115723
	Iteration 60F: 3 clusters Score -2667163 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 31298 members 
Entering Unmasked Estep 
Score: -2667165.250000 Penalty: 5154.115723
	Iteration 61Q: 3 clusters Score -2667165 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 31329 members 
Entering Unmasked Estep 
Score: -2667174.500000 Penalty: 5154.115723
	Iteration 62Q: 3 clusters Score -2667174 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 31350 members 
Entering Unmasked Estep 
Score: -2667185.750000 Penalty: 5154.115723
	Iteration 63Q: 3 clusters Score -2667186 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 31366 members 
Entering Unmasked Estep 
Score: -2667192.000000 Penalty: 5154.115723
	Iteration 64Q: 3 clusters Score -2667192 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 31382 members 
Entering Unmasked Estep 
Score: -2667201.750000 Penalty: 5154.115723
	Iteration 65Q: 3 clusters Score -2667202 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 31400 members 
Entering Unmasked Estep 
Score: -2667211.250000 Penalty: 5154.115723
	Iteration 66Q: 3 clusters Score -2667211 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 31420 members 
Entering Unmasked Estep 
Score: -2667215.750000 Penalty: 5154.115723
	Iteration 67Q: 3 clusters Score -2667216 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 31436 members 
Entering Unmasked Estep 
Score: -2667224.250000 Penalty: 5154.115723
	Iteration 68Q: 3 clusters Score -2667224 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 31452 members 
Entering Unmasked Estep 
Score: -2667231.000000 Penalty: 5154.115723
	Iteration 69Q: 3 clusters Score -2667231 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 31467 members 
Entering Unmasked Estep 
Score: -2667237.000000 Penalty: 5154.115723
	Iteration 70Q: 3 clusters Score -2667237 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 31482 members 
Entering Unmasked Estep 
Score: -2667243.000000 Penalty: 5154.115723
	Iteration 71Q: 3 clusters Score -2667243 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 31498 members 
Entering Unmasked Estep 
Score: -2667247.500000 Penalty: 5154.115723
	Iteration 72Q: 3 clusters Score -2667248 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 31510 members 
Entering Unmasked Estep 
Score: -2667253.000000 Penalty: 5154.115723
	Iteration 73Q: 3 clusters Score -2667253 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 31515 members 
Entering Unmasked Estep 
Score: -2667254.750000 Penalty: 5154.115723
	Iteration 74Q: 3 clusters Score -2667255 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 31519 members 
Entering Unmasked Estep 
Score: -2667252.500000 Penalty: 5154.115723
	Iteration 75Q: 3 clusters Score -2667252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 31525 members 
Entering Unmasked Estep 
Score: -2667258.750000 Penalty: 5154.115723
	Iteration 76Q: 3 clusters Score -2667259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 31529 members 
Entering Unmasked Estep 
Score: -2667259.750000 Penalty: 5154.115723
	Iteration 77Q: 3 clusters Score -2667260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 31533 members 
Entering Unmasked Estep 
Score: -2667260.250000 Penalty: 5154.115723
	Iteration 78Q: 3 clusters Score -2667260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 31534 members 
Entering Unmasked Estep 
Score: -2667260.000000 Penalty: 5154.115723
	Iteration 79Q: 3 clusters Score -2667260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 31534 members 
Entering Unmasked Estep 
Score: -2667260.000000 Penalty: 5154.115723
	Iteration 80F: 3 clusters Score -2667260 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Entering Unmasked Estep 
Score: -217087.500000 Penalty: 2004.359131
	Iteration 0F: 2 clusters Score -217087.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -213681.625000 Penalty: 4008.718262
	Iteration 0F: 3 clusters Score -213681.6 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -214419.109375 Penalty: 4008.718262
	Iteration 1F: 3 clusters Score -214419.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -214610.796875 Penalty: 4008.718262
	Iteration 2F: 3 clusters Score -214610.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -214720.343750 Penalty: 4008.718262
	Iteration 3F: 3 clusters Score -214720.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -214802.406250 Penalty: 4008.718262
	Iteration 4Q: 3 clusters Score -214802.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -214858.843750 Penalty: 4008.718262
	Iteration 5Q: 3 clusters Score -214858.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -214908.750000 Penalty: 4008.718262
	Iteration 6Q: 3 clusters Score -214908.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -214951.265625 Penalty: 4008.718262
	Iteration 7Q: 3 clusters Score -214951.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -214987.000000 Penalty: 4008.718262
	Iteration 8Q: 3 clusters Score -214987 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -215024.468750 Penalty: 4008.718262
	Iteration 9Q: 3 clusters Score -215024.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -215052.593750 Penalty: 4008.718262
	Iteration 10Q: 3 clusters Score -215052.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -215085.156250 Penalty: 4008.718262
	Iteration 11Q: 3 clusters Score -215085.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -215128.437500 Penalty: 4008.718262
	Iteration 12Q: 3 clusters Score -215128.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -215173.312500 Penalty: 4008.718262
	Iteration 13Q: 3 clusters Score -215173.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -215221.890625 Penalty: 4008.718262
	Iteration 14Q: 3 clusters Score -215221.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -215267.765625 Penalty: 4008.718262
	Iteration 15Q: 3 clusters Score -215267.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -215297.984375 Penalty: 4008.718262
	Iteration 16Q: 3 clusters Score -215298 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -215321.734375 Penalty: 4008.718262
	Iteration 17Q: 3 clusters Score -215321.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -215346.437500 Penalty: 4008.718262
	Iteration 18Q: 3 clusters Score -215346.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -215371.875000 Penalty: 4008.718262
	Iteration 19Q: 3 clusters Score -215371.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -215395.390625 Penalty: 4008.718262
	Iteration 20F: 3 clusters Score -215395.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -215411.687500 Penalty: 4008.718262
	Iteration 21Q: 3 clusters Score -215411.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -215436.500000 Penalty: 4008.718262
	Iteration 22Q: 3 clusters Score -215436.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -215459.578125 Penalty: 4008.718262
	Iteration 23Q: 3 clusters Score -215459.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -215476.468750 Penalty: 4008.718262
	Iteration 24Q: 3 clusters Score -215476.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -215491.234375 Penalty: 4008.718262
	Iteration 25Q: 3 clusters Score -215491.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -215503.828125 Penalty: 4008.718262
	Iteration 26Q: 3 clusters Score -215503.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -215512.031250 Penalty: 4008.718262
	Iteration 27Q: 3 clusters Score -215512 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -215518.468750 Penalty: 4008.718262
	Iteration 28Q: 3 clusters Score -215518.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -215531.562500 Penalty: 4008.718262
	Iteration 29Q: 3 clusters Score -215531.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -215546.171875 Penalty: 4008.718262
	Iteration 30Q: 3 clusters Score -215546.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -215556.765625 Penalty: 4008.718262
	Iteration 31Q: 3 clusters Score -215556.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -215570.562500 Penalty: 4008.718262
	Iteration 32Q: 3 clusters Score -215570.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -215582.015625 Penalty: 4008.718262
	Iteration 33Q: 3 clusters Score -215582 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -215589.859375 Penalty: 4008.718262
	Iteration 34Q: 3 clusters Score -215589.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -215598.515625 Penalty: 4008.718262
	Iteration 35Q: 3 clusters Score -215598.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -215604.781250 Penalty: 4008.718262
	Iteration 36Q: 3 clusters Score -215604.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -215613.734375 Penalty: 4008.718262
	Iteration 37Q: 3 clusters Score -215613.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -215619.156250 Penalty: 4008.718262
	Iteration 38Q: 3 clusters Score -215619.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -215622.250000 Penalty: 4008.718262
	Iteration 39Q: 3 clusters Score -215622.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -215625.671875 Penalty: 4008.718262
	Iteration 40F: 3 clusters Score -215625.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -215628.796875 Penalty: 4008.718262
	Iteration 41Q: 3 clusters Score -215628.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -215633.437500 Penalty: 4008.718262
	Iteration 42Q: 3 clusters Score -215633.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -215639.843750 Penalty: 4008.718262
	Iteration 43Q: 3 clusters Score -215639.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -215649.750000 Penalty: 4008.718262
	Iteration 44Q: 3 clusters Score -215649.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -215657.421875 Penalty: 4008.718262
	Iteration 45Q: 3 clusters Score -215657.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -215663.156250 Penalty: 4008.718262
	Iteration 46Q: 3 clusters Score -215663.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -215668.265625 Penalty: 4008.718262
	Iteration 47Q: 3 clusters Score -215668.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -215670.531250 Penalty: 4008.718262
	Iteration 48Q: 3 clusters Score -215670.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -215672.890625 Penalty: 4008.718262
	Iteration 49Q: 3 clusters Score -215672.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -215674.109375 Penalty: 4008.718262
	Iteration 50Q: 3 clusters Score -215674.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -215674.984375 Penalty: 4008.718262
	Iteration 51Q: 3 clusters Score -215675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -215675.281250 Penalty: 4008.718262
	Iteration 52Q: 3 clusters Score -215675.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -215675.281250 Penalty: 4008.718262
	Iteration 53F: 3 clusters Score -215675.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Entering Unmasked Estep 
Score: -226188.890625 Penalty: 1973.553589
	Iteration 0F: 2 clusters Score -226188.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -223006.812500 Penalty: 3947.107178
	Iteration 0F: 3 clusters Score -223006.8 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -223627.781250 Penalty: 3947.107178
	Iteration 1F: 3 clusters Score -223627.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -223756.843750 Penalty: 3947.107178
	Iteration 2F: 3 clusters Score -223756.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -223823.640625 Penalty: 3947.107178
	Iteration 3Q: 3 clusters Score -223823.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -223872.328125 Penalty: 3947.107178
	Iteration 4Q: 3 clusters Score -223872.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -223915.187500 Penalty: 3947.107178
	Iteration 5Q: 3 clusters Score -223915.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -223948.156250 Penalty: 3947.107178
	Iteration 6Q: 3 clusters Score -223948.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -223967.093750 Penalty: 3947.107178
	Iteration 7Q: 3 clusters Score -223967.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -223980.171875 Penalty: 3947.107178
	Iteration 8Q: 3 clusters Score -223980.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -223992.078125 Penalty: 3947.107178
	Iteration 9Q: 3 clusters Score -223992.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -224001.750000 Penalty: 3947.107178
	Iteration 10Q: 3 clusters Score -224001.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -224010.343750 Penalty: 3947.107178
	Iteration 11Q: 3 clusters Score -224010.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -224015.703125 Penalty: 3947.107178
	Iteration 12Q: 3 clusters Score -224015.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -224022.031250 Penalty: 3947.107178
	Iteration 13Q: 3 clusters Score -224022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -224024.796875 Penalty: 3947.107178
	Iteration 14Q: 3 clusters Score -224024.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -224030.453125 Penalty: 3947.107178
	Iteration 15Q: 3 clusters Score -224030.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -224034.796875 Penalty: 3947.107178
	Iteration 16Q: 3 clusters Score -224034.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -224036.968750 Penalty: 3947.107178
	Iteration 17Q: 3 clusters Score -224037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -224038.281250 Penalty: 3947.107178
	Iteration 18Q: 3 clusters Score -224038.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -224041.359375 Penalty: 3947.107178
	Iteration 19Q: 3 clusters Score -224041.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -224044.843750 Penalty: 3947.107178
	Iteration 20F: 3 clusters Score -224044.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -224048.015625 Penalty: 3947.107178
	Iteration 21Q: 3 clusters Score -224048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -224050.687500 Penalty: 3947.107178
	Iteration 22Q: 3 clusters Score -224050.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -224058.890625 Penalty: 3947.107178
	Iteration 23Q: 3 clusters Score -224058.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -224064.921875 Penalty: 3947.107178
	Iteration 24Q: 3 clusters Score -224064.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -224071.171875 Penalty: 3947.107178
	Iteration 25Q: 3 clusters Score -224071.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -224074.000000 Penalty: 3947.107178
	Iteration 26Q: 3 clusters Score -224074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -224077.562500 Penalty: 3947.107178
	Iteration 27Q: 3 clusters Score -224077.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -224079.296875 Penalty: 3947.107178
	Iteration 28Q: 3 clusters Score -224079.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -224080.765625 Penalty: 3947.107178
	Iteration 29Q: 3 clusters Score -224080.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -224082.125000 Penalty: 3947.107178
	Iteration 30Q: 3 clusters Score -224082.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -224082.859375 Penalty: 3947.107178
	Iteration 31Q: 3 clusters Score -224082.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -224082.859375 Penalty: 3947.107178
	Iteration 32F: 3 clusters Score -224082.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Entering Unmasked Estep 
Score: -263912.718750 Penalty: 2016.473755
	Iteration 0F: 2 clusters Score -263912.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -260418.890625 Penalty: 4032.947510
	Iteration 0F: 3 clusters Score -260418.9 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -261148.625000 Penalty: 4032.947510
	Iteration 1F: 3 clusters Score -261148.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -261333.031250 Penalty: 4032.947510
	Iteration 2F: 3 clusters Score -261333 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -261422.750000 Penalty: 4032.947510
	Iteration 3Q: 3 clusters Score -261422.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -261474.390625 Penalty: 4032.947510
	Iteration 4Q: 3 clusters Score -261474.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -261507.796875 Penalty: 4032.947510
	Iteration 5Q: 3 clusters Score -261507.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -261529.765625 Penalty: 4032.947510
	Iteration 6Q: 3 clusters Score -261529.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -261551.343750 Penalty: 4032.947510
	Iteration 7Q: 3 clusters Score -261551.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -261567.375000 Penalty: 4032.947510
	Iteration 8Q: 3 clusters Score -261567.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -261580.078125 Penalty: 4032.947510
	Iteration 9Q: 3 clusters Score -261580.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -261595.328125 Penalty: 4032.947510
	Iteration 10Q: 3 clusters Score -261595.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -261614.671875 Penalty: 4032.947510
	Iteration 11Q: 3 clusters Score -261614.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -261635.281250 Penalty: 4032.947510
	Iteration 12Q: 3 clusters Score -261635.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -261656.125000 Penalty: 4032.947510
	Iteration 13Q: 3 clusters Score -261656.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -261666.062500 Penalty: 4032.947510
	Iteration 14Q: 3 clusters Score -261666.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -261677.312500 Penalty: 4032.947510
	Iteration 15Q: 3 clusters Score -261677.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -261688.078125 Penalty: 4032.947510
	Iteration 16Q: 3 clusters Score -261688.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -261696.765625 Penalty: 4032.947510
	Iteration 17Q: 3 clusters Score -261696.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -261702.171875 Penalty: 4032.947510
	Iteration 18Q: 3 clusters Score -261702.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -261709.265625 Penalty: 4032.947510
	Iteration 19Q: 3 clusters Score -261709.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -261715.406250 Penalty: 4032.947510
	Iteration 20F: 3 clusters Score -261715.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -261718.015625 Penalty: 4032.947510
	Iteration 21Q: 3 clusters Score -261718 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -261721.546875 Penalty: 4032.947510
	Iteration 22Q: 3 clusters Score -261721.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -261724.359375 Penalty: 4032.947510
	Iteration 23Q: 3 clusters Score -261724.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -261726.343750 Penalty: 4032.947510
	Iteration 24Q: 3 clusters Score -261726.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -261727.187500 Penalty: 4032.947510
	Iteration 25Q: 3 clusters Score -261727.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -261729.140625 Penalty: 4032.947510
	Iteration 26Q: 3 clusters Score -261729.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -261730.000000 Penalty: 4032.947510
	Iteration 27Q: 3 clusters Score -261730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -261731.062500 Penalty: 4032.947510
	Iteration 28Q: 3 clusters Score -261731.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -261730.937500 Penalty: 4032.947510
	Iteration 29Q: 3 clusters Score -261730.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -261731.890625 Penalty: 4032.947510
	Iteration 30Q: 3 clusters Score -261731.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -261732.140625 Penalty: 4032.947510
	Iteration 31Q: 3 clusters Score -261732.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -261732.859375 Penalty: 4032.947510
	Iteration 32Q: 3 clusters Score -261732.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -261734.406250 Penalty: 4032.947510
	Iteration 33Q: 3 clusters Score -261734.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -261735.703125 Penalty: 4032.947510
	Iteration 34Q: 3 clusters Score -261735.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -261737.406250 Penalty: 4032.947510
	Iteration 35Q: 3 clusters Score -261737.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -261739.078125 Penalty: 4032.947510
	Iteration 36Q: 3 clusters Score -261739.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -261743.171875 Penalty: 4032.947510
	Iteration 37Q: 3 clusters Score -261743.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -261747.156250 Penalty: 4032.947510
	Iteration 38Q: 3 clusters Score -261747.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -261751.265625 Penalty: 4032.947510
	Iteration 39Q: 3 clusters Score -261751.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -261754.265625 Penalty: 4032.947510
	Iteration 40F: 3 clusters Score -261754.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -261757.718750 Penalty: 4032.947510
	Iteration 41Q: 3 clusters Score -261757.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -261763.296875 Penalty: 4032.947510
	Iteration 42Q: 3 clusters Score -261763.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -261769.968750 Penalty: 4032.947510
	Iteration 43Q: 3 clusters Score -261770 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -261779.953125 Penalty: 4032.947510
	Iteration 44Q: 3 clusters Score -261780 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -261790.546875 Penalty: 4032.947510
	Iteration 45Q: 3 clusters Score -261790.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -261802.031250 Penalty: 4032.947510
	Iteration 46Q: 3 clusters Score -261802 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -261808.015625 Penalty: 4032.947510
	Iteration 47Q: 3 clusters Score -261808 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -261818.328125 Penalty: 4032.947510
	Iteration 48Q: 3 clusters Score -261818.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -261828.125000 Penalty: 4032.947510
	Iteration 49Q: 3 clusters Score -261828.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -261837.156250 Penalty: 4032.947510
	Iteration 50Q: 3 clusters Score -261837.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -261841.953125 Penalty: 4032.947510
	Iteration 51Q: 3 clusters Score -261842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -261844.609375 Penalty: 4032.947510
	Iteration 52Q: 3 clusters Score -261844.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -261847.375000 Penalty: 4032.947510
	Iteration 53Q: 3 clusters Score -261847.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -261850.125000 Penalty: 4032.947510
	Iteration 54Q: 3 clusters Score -261850.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -261852.875000 Penalty: 4032.947510
	Iteration 55Q: 3 clusters Score -261852.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -261855.781250 Penalty: 4032.947510
	Iteration 56Q: 3 clusters Score -261855.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -261859.703125 Penalty: 4032.947510
	Iteration 57Q: 3 clusters Score -261859.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -261865.234375 Penalty: 4032.947510
	Iteration 58Q: 3 clusters Score -261865.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -261872.515625 Penalty: 4032.947510
	Iteration 59Q: 3 clusters Score -261872.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -261875.109375 Penalty: 4032.947510
	Iteration 60F: 3 clusters Score -261875.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -261878.640625 Penalty: 4032.947510
	Iteration 61Q: 3 clusters Score -261878.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -261882.281250 Penalty: 4032.947510
	Iteration 62Q: 3 clusters Score -261882.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -261889.562500 Penalty: 4032.947510
	Iteration 63Q: 3 clusters Score -261889.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -261896.984375 Penalty: 4032.947510
	Iteration 64Q: 3 clusters Score -261897 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -261905.171875 Penalty: 4032.947510
	Iteration 65Q: 3 clusters Score -261905.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -261910.437500 Penalty: 4032.947510
	Iteration 66Q: 3 clusters Score -261910.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -261916.375000 Penalty: 4032.947510
	Iteration 67Q: 3 clusters Score -261916.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -261922.484375 Penalty: 4032.947510
	Iteration 68Q: 3 clusters Score -261922.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -261933.843750 Penalty: 4032.947510
	Iteration 69Q: 3 clusters Score -261933.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -261941.734375 Penalty: 4032.947510
	Iteration 70Q: 3 clusters Score -261941.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -261950.812500 Penalty: 4032.947510
	Iteration 71Q: 3 clusters Score -261950.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -261959.328125 Penalty: 4032.947510
	Iteration 72Q: 3 clusters Score -261959.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -261966.734375 Penalty: 4032.947510
	Iteration 73Q: 3 clusters Score -261966.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -261975.093750 Penalty: 4032.947510
	Iteration 74Q: 3 clusters Score -261975.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -261983.781250 Penalty: 4032.947510
	Iteration 75Q: 3 clusters Score -261983.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -261989.875000 Penalty: 4032.947510
	Iteration 76Q: 3 clusters Score -261989.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -261998.984375 Penalty: 4032.947510
	Iteration 77Q: 3 clusters Score -261999 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -262009.000000 Penalty: 4032.947510
	Iteration 78Q: 3 clusters Score -262009 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -262017.625000 Penalty: 4032.947510
	Iteration 79Q: 3 clusters Score -262017.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -262025.000000 Penalty: 4032.947510
	Iteration 80F: 3 clusters Score -262025 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -262028.453125 Penalty: 4032.947510
	Iteration 81Q: 3 clusters Score -262028.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -262028.906250 Penalty: 4032.947510
	Iteration 82Q: 3 clusters Score -262028.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -262029.703125 Penalty: 4032.947510
	Iteration 83Q: 3 clusters Score -262029.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -262029.406250 Penalty: 4032.947510
	Iteration 84Q: 3 clusters Score -262029.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -262030.140625 Penalty: 4032.947510
	Iteration 85Q: 3 clusters Score -262030.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -262032.250000 Penalty: 4032.947510
	Iteration 86Q: 3 clusters Score -262032.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -262034.062500 Penalty: 4032.947510
	Iteration 87Q: 3 clusters Score -262034.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -262037.562500 Penalty: 4032.947510
	Iteration 88Q: 3 clusters Score -262037.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -262043.812500 Penalty: 4032.947510
	Iteration 89Q: 3 clusters Score -262043.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -262047.734375 Penalty: 4032.947510
	Iteration 90Q: 3 clusters Score -262047.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -262051.140625 Penalty: 4032.947510
	Iteration 91Q: 3 clusters Score -262051.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -262053.625000 Penalty: 4032.947510
	Iteration 92Q: 3 clusters Score -262053.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -262055.203125 Penalty: 4032.947510
	Iteration 93Q: 3 clusters Score -262055.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -262056.843750 Penalty: 4032.947510
	Iteration 94Q: 3 clusters Score -262056.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -262058.875000 Penalty: 4032.947510
	Iteration 95Q: 3 clusters Score -262058.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -262060.390625 Penalty: 4032.947510
	Iteration 96Q: 3 clusters Score -262060.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -262061.046875 Penalty: 4032.947510
	Iteration 97Q: 3 clusters Score -262061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -262061.140625 Penalty: 4032.947510
	Iteration 98Q: 3 clusters Score -262061.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -262061.609375 Penalty: 4032.947510
	Iteration 99Q: 3 clusters Score -262061.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -262061.609375 Penalty: 4032.947510
	Iteration 100F: 3 clusters Score -262061.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Entering Unmasked Estep 
Score: -629348.000000 Penalty: 2232.852783
	Iteration 0F: 2 clusters Score -629348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -622833.750000 Penalty: 4465.705566
	Iteration 0F: 3 clusters Score -622833.8 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -624615.375000 Penalty: 4465.705566
	Iteration 1F: 3 clusters Score -624615.4 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -624898.625000 Penalty: 4465.705566
	Iteration 2F: 3 clusters Score -624898.6 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -625144.187500 Penalty: 4465.705566
	Iteration 3F: 3 clusters Score -625144.2 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -625354.187500 Penalty: 4465.705566
	Iteration 4Q: 3 clusters Score -625354.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -625568.875000 Penalty: 4465.705566
	Iteration 5Q: 3 clusters Score -625568.9 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -625787.812500 Penalty: 4465.705566
	Iteration 6Q: 3 clusters Score -625787.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -626012.812500 Penalty: 4465.705566
	Iteration 7Q: 3 clusters Score -626012.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -626248.812500 Penalty: 4465.705566
	Iteration 8Q: 3 clusters Score -626248.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -626445.125000 Penalty: 4465.705566
	Iteration 9Q: 3 clusters Score -626445.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -626619.750000 Penalty: 4465.705566
	Iteration 10Q: 3 clusters Score -626619.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -626798.625000 Penalty: 4465.705566
	Iteration 11Q: 3 clusters Score -626798.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -626961.812500 Penalty: 4465.705566
	Iteration 12Q: 3 clusters Score -626961.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -627128.312500 Penalty: 4465.705566
	Iteration 13Q: 3 clusters Score -627128.3 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -627308.875000 Penalty: 4465.705566
	Iteration 14Q: 3 clusters Score -627308.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -627495.937500 Penalty: 4465.705566
	Iteration 15Q: 3 clusters Score -627495.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -627687.125000 Penalty: 4465.705566
	Iteration 16Q: 3 clusters Score -627687.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -627840.687500 Penalty: 4465.705566
	Iteration 17Q: 3 clusters Score -627840.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -627959.500000 Penalty: 4465.705566
	Iteration 18Q: 3 clusters Score -627959.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -628048.687500 Penalty: 4465.705566
	Iteration 19Q: 3 clusters Score -628048.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -628123.000000 Penalty: 4465.705566
	Iteration 20F: 3 clusters Score -628123 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -628177.500000 Penalty: 4465.705566
	Iteration 21Q: 3 clusters Score -628177.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -628215.625000 Penalty: 4465.705566
	Iteration 22Q: 3 clusters Score -628215.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -628245.875000 Penalty: 4465.705566
	Iteration 23Q: 3 clusters Score -628245.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -628269.125000 Penalty: 4465.705566
	Iteration 24Q: 3 clusters Score -628269.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -628294.500000 Penalty: 4465.705566
	Iteration 25Q: 3 clusters Score -628294.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -628317.250000 Penalty: 4465.705566
	Iteration 26Q: 3 clusters Score -628317.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -628337.937500 Penalty: 4465.705566
	Iteration 27Q: 3 clusters Score -628337.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -628359.125000 Penalty: 4465.705566
	Iteration 28Q: 3 clusters Score -628359.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -628385.625000 Penalty: 4465.705566
	Iteration 29Q: 3 clusters Score -628385.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -628415.312500 Penalty: 4465.705566
	Iteration 30Q: 3 clusters Score -628415.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -628446.312500 Penalty: 4465.705566
	Iteration 31Q: 3 clusters Score -628446.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -628472.937500 Penalty: 4465.705566
	Iteration 32Q: 3 clusters Score -628472.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -628491.687500 Penalty: 4465.705566
	Iteration 33Q: 3 clusters Score -628491.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -628519.875000 Penalty: 4465.705566
	Iteration 34Q: 3 clusters Score -628519.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -628547.687500 Penalty: 4465.705566
	Iteration 35Q: 3 clusters Score -628547.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -628566.125000 Penalty: 4465.705566
	Iteration 36Q: 3 clusters Score -628566.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -628576.625000 Penalty: 4465.705566
	Iteration 37Q: 3 clusters Score -628576.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -628587.625000 Penalty: 4465.705566
	Iteration 38Q: 3 clusters Score -628587.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -628597.500000 Penalty: 4465.705566
	Iteration 39Q: 3 clusters Score -628597.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -628611.312500 Penalty: 4465.705566
	Iteration 40F: 3 clusters Score -628611.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -628628.562500 Penalty: 4465.705566
	Iteration 41Q: 3 clusters Score -628628.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -628642.937500 Penalty: 4465.705566
	Iteration 42Q: 3 clusters Score -628642.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -628655.125000 Penalty: 4465.705566
	Iteration 43Q: 3 clusters Score -628655.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -628664.562500 Penalty: 4465.705566
	Iteration 44Q: 3 clusters Score -628664.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -628669.062500 Penalty: 4465.705566
	Iteration 45Q: 3 clusters Score -628669.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -628673.312500 Penalty: 4465.705566
	Iteration 46Q: 3 clusters Score -628673.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -628676.625000 Penalty: 4465.705566
	Iteration 47Q: 3 clusters Score -628676.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -628676.562500 Penalty: 4465.705566
	Iteration 48Q: 3 clusters Score -628676.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -628678.812500 Penalty: 4465.705566
	Iteration 49Q: 3 clusters Score -628678.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -628679.937500 Penalty: 4465.705566
	Iteration 50Q: 3 clusters Score -628679.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -628680.250000 Penalty: 4465.705566
	Iteration 51Q: 3 clusters Score -628680.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -628680.250000 Penalty: 4465.705566
	Iteration 52F: 3 clusters Score -628680.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (13832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Entering Unmasked Estep 
Score: -1068043.000000 Penalty: 2364.615723
	Iteration 0F: 2 clusters Score -1068043 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1058022.375000 Penalty: 4729.231445
	Iteration 0F: 3 clusters Score -1058022 nChanged 5876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1061149.875000 Penalty: 4729.231445
	Iteration 1F: 3 clusters Score -1061150 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1061546.500000 Penalty: 4729.231445
	Iteration 2F: 3 clusters Score -1061546 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1061903.625000 Penalty: 4729.231445
	Iteration 3F: 3 clusters Score -1061904 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1062283.750000 Penalty: 4729.231445
	Iteration 4Q: 3 clusters Score -1062284 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1062715.625000 Penalty: 4729.231445
	Iteration 5F: 3 clusters Score -1062716 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -1063261.125000 Penalty: 4729.231445
	Iteration 6F: 3 clusters Score -1063261 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1063788.250000 Penalty: 4729.231445
	Iteration 7F: 3 clusters Score -1063788 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -1064253.375000 Penalty: 4729.231445
	Iteration 8F: 3 clusters Score -1064253 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1064618.875000 Penalty: 4729.231445
	Iteration 9Q: 3 clusters Score -1064619 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -1064886.000000 Penalty: 4729.231445
	Iteration 10Q: 3 clusters Score -1064886 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -1065077.875000 Penalty: 4729.231445
	Iteration 11Q: 3 clusters Score -1065078 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -1065223.000000 Penalty: 4729.231445
	Iteration 12Q: 3 clusters Score -1065223 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -1065332.750000 Penalty: 4729.231445
	Iteration 13Q: 3 clusters Score -1065333 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -1065422.250000 Penalty: 4729.231445
	Iteration 14Q: 3 clusters Score -1065422 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -1065478.875000 Penalty: 4729.231445
	Iteration 15Q: 3 clusters Score -1065479 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -1065537.250000 Penalty: 4729.231445
	Iteration 16Q: 3 clusters Score -1065537 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -1065585.500000 Penalty: 4729.231445
	Iteration 17Q: 3 clusters Score -1065586 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -1065624.250000 Penalty: 4729.231445
	Iteration 18Q: 3 clusters Score -1065624 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -1065664.250000 Penalty: 4729.231445
	Iteration 19Q: 3 clusters Score -1065664 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -1065698.375000 Penalty: 4729.231445
	Iteration 20F: 3 clusters Score -1065698 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -1065729.375000 Penalty: 4729.231445
	Iteration 21Q: 3 clusters Score -1065729 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -1065774.500000 Penalty: 4729.231445
	Iteration 22Q: 3 clusters Score -1065774 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -1065824.625000 Penalty: 4729.231445
	Iteration 23Q: 3 clusters Score -1065825 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -1065865.000000 Penalty: 4729.231445
	Iteration 24Q: 3 clusters Score -1065865 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -1065905.500000 Penalty: 4729.231445
	Iteration 25Q: 3 clusters Score -1065906 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -1065956.750000 Penalty: 4729.231445
	Iteration 26Q: 3 clusters Score -1065957 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -1066003.875000 Penalty: 4729.231445
	Iteration 27Q: 3 clusters Score -1066004 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -1066055.750000 Penalty: 4729.231445
	Iteration 28Q: 3 clusters Score -1066056 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -1066103.000000 Penalty: 4729.231445
	Iteration 29Q: 3 clusters Score -1066103 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -1066152.250000 Penalty: 4729.231445
	Iteration 30Q: 3 clusters Score -1066152 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -1066200.000000 Penalty: 4729.231445
	Iteration 31Q: 3 clusters Score -1066200 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -1066252.875000 Penalty: 4729.231445
	Iteration 32Q: 3 clusters Score -1066253 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -1066305.875000 Penalty: 4729.231445
	Iteration 33Q: 3 clusters Score -1066306 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -1066344.625000 Penalty: 4729.231445
	Iteration 34Q: 3 clusters Score -1066345 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -1066394.750000 Penalty: 4729.231445
	Iteration 35Q: 3 clusters Score -1066395 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -1066432.125000 Penalty: 4729.231445
	Iteration 36Q: 3 clusters Score -1066432 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -1066462.125000 Penalty: 4729.231445
	Iteration 37Q: 3 clusters Score -1066462 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -1066492.125000 Penalty: 4729.231445
	Iteration 38Q: 3 clusters Score -1066492 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -1066519.500000 Penalty: 4729.231445
	Iteration 39Q: 3 clusters Score -1066520 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -1066548.125000 Penalty: 4729.231445
	Iteration 40F: 3 clusters Score -1066548 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -1066577.000000 Penalty: 4729.231445
	Iteration 41Q: 3 clusters Score -1066577 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -1066599.750000 Penalty: 4729.231445
	Iteration 42Q: 3 clusters Score -1066600 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -1066623.375000 Penalty: 4729.231445
	Iteration 43Q: 3 clusters Score -1066623 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -1066631.625000 Penalty: 4729.231445
	Iteration 44Q: 3 clusters Score -1066632 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -1066635.875000 Penalty: 4729.231445
	Iteration 45Q: 3 clusters Score -1066636 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -1066640.625000 Penalty: 4729.231445
	Iteration 46Q: 3 clusters Score -1066641 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -1066643.000000 Penalty: 4729.231445
	Iteration 47Q: 3 clusters Score -1066643 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -1066648.125000 Penalty: 4729.231445
	Iteration 48Q: 3 clusters Score -1066648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -1066647.750000 Penalty: 4729.231445
	Iteration 49Q: 3 clusters Score -1066648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -1066649.375000 Penalty: 4729.231445
	Iteration 50Q: 3 clusters Score -1066649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -1066649.875000 Penalty: 4729.231445
	Iteration 51Q: 3 clusters Score -1066650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -1066652.625000 Penalty: 4729.231445
	Iteration 52Q: 3 clusters Score -1066653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -1066650.625000 Penalty: 4729.231445
	Iteration 53Q: 3 clusters Score -1066651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -1066653.625000 Penalty: 4729.231445
	Iteration 54Q: 3 clusters Score -1066654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -1066652.750000 Penalty: 4729.231445
	Iteration 55Q: 3 clusters Score -1066653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -1066651.750000 Penalty: 4729.231445
	Iteration 56Q: 3 clusters Score -1066652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -1066655.375000 Penalty: 4729.231445
	Iteration 57Q: 3 clusters Score -1066655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -1066654.000000 Penalty: 4729.231445
	Iteration 58Q: 3 clusters Score -1066654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -1066652.750000 Penalty: 4729.231445
	Iteration 59Q: 3 clusters Score -1066653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -1066651.625000 Penalty: 4729.231445
	Iteration 60F: 3 clusters Score -1066652 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (61379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61379 members 
Entering Unmasked Estep 
Score: -4808966.500000 Penalty: 2734.156250
	Iteration 0F: 2 clusters Score -4808966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30714 members 
Mstep: Class 2 contains 30665 members 
Entering Unmasked Estep 
Score: -4767658.500000 Penalty: 5468.312500
	Iteration 0F: 3 clusters Score -4767658 nChanged 28736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30710 members 
Mstep: Class 2 contains 30669 members 
Entering Unmasked Estep 
Score: -4783593.000000 Penalty: 5468.312500
	Iteration 1F: 3 clusters Score -4783593 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30675 members 
Mstep: Class 2 contains 30704 members 
Entering Unmasked Estep 
Score: -4784123.000000 Penalty: 5468.312500
	Iteration 2Q: 3 clusters Score -4784123 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30642 members 
Mstep: Class 2 contains 30737 members 
Entering Unmasked Estep 
Score: -4784581.000000 Penalty: 5468.312500
	Iteration 3Q: 3 clusters Score -4784581 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30570 members 
Mstep: Class 2 contains 30809 members 
Entering Unmasked Estep 
Score: -4785024.500000 Penalty: 5468.312500
	Iteration 4Q: 3 clusters Score -4785024 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30498 members 
Mstep: Class 2 contains 30881 members 
Entering Unmasked Estep 
Score: -4785475.500000 Penalty: 5468.312500
	Iteration 5Q: 3 clusters Score -4785476 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30374 members 
Mstep: Class 2 contains 31005 members 
Entering Unmasked Estep 
Score: -4786094.000000 Penalty: 5468.312500
	Iteration 6Q: 3 clusters Score -4786094 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30278 members 
Mstep: Class 2 contains 31101 members 
Entering Unmasked Estep 
Score: -4786790.500000 Penalty: 5468.312500
	Iteration 7Q: 3 clusters Score -4786790 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30052 members 
Mstep: Class 2 contains 31327 members 
Entering Unmasked Estep 
Score: -4787664.000000 Penalty: 5468.312500
	Iteration 8Q: 3 clusters Score -4787664 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29808 members 
Mstep: Class 2 contains 31571 members 
Entering Unmasked Estep 
Score: -4788836.500000 Penalty: 5468.312500
	Iteration 9Q: 3 clusters Score -4788836 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29492 members 
Mstep: Class 2 contains 31887 members 
Entering Unmasked Estep 
Score: -4790534.500000 Penalty: 5468.312500
	Iteration 10Q: 3 clusters Score -4790534 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29160 members 
Mstep: Class 2 contains 32219 members 
Entering Unmasked Estep 
Score: -4792473.500000 Penalty: 5468.312500
	Iteration 11F: 3 clusters Score -4792474 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28920 members 
Mstep: Class 2 contains 32459 members 
Entering Unmasked Estep 
Score: -4794285.000000 Penalty: 5468.312500
	Iteration 12F: 3 clusters Score -4794285 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28646 members 
Mstep: Class 2 contains 32733 members 
Entering Unmasked Estep 
Score: -4795601.000000 Penalty: 5468.312500
	Iteration 13Q: 3 clusters Score -4795601 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28344 members 
Mstep: Class 2 contains 33035 members 
Entering Unmasked Estep 
Score: -4796342.000000 Penalty: 5468.312500
	Iteration 14Q: 3 clusters Score -4796342 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27980 members 
Mstep: Class 2 contains 33399 members 
Entering Unmasked Estep 
Score: -4796678.000000 Penalty: 5468.312500
	Iteration 15Q: 3 clusters Score -4796678 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27609 members 
Mstep: Class 2 contains 33770 members 
Entering Unmasked Estep 
Score: -4796869.000000 Penalty: 5468.312500
	Iteration 16Q: 3 clusters Score -4796869 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27201 members 
Mstep: Class 2 contains 34178 members 
Entering Unmasked Estep 
Score: -4797041.000000 Penalty: 5468.312500
	Iteration 17Q: 3 clusters Score -4797041 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26738 members 
Mstep: Class 2 contains 34641 members 
Entering Unmasked Estep 
Score: -4797184.000000 Penalty: 5468.312500
	Iteration 18Q: 3 clusters Score -4797184 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26235 members 
Mstep: Class 2 contains 35144 members 
Entering Unmasked Estep 
Score: -4797332.000000 Penalty: 5468.312500
	Iteration 19Q: 3 clusters Score -4797332 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25697 members 
Mstep: Class 2 contains 35682 members 
Entering Unmasked Estep 
Score: -4797504.500000 Penalty: 5468.312500
	Iteration 20F: 3 clusters Score -4797504 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25078 members 
Mstep: Class 2 contains 36301 members 
Entering Unmasked Estep 
Score: -4797689.500000 Penalty: 5468.312500
	Iteration 21Q: 3 clusters Score -4797690 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24452 members 
Mstep: Class 2 contains 36927 members 
Entering Unmasked Estep 
Score: -4797882.000000 Penalty: 5468.312500
	Iteration 22Q: 3 clusters Score -4797882 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23775 members 
Mstep: Class 2 contains 37604 members 
Entering Unmasked Estep 
Score: -4798066.500000 Penalty: 5468.312500
	Iteration 23Q: 3 clusters Score -4798066 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23067 members 
Mstep: Class 2 contains 38312 members 
Entering Unmasked Estep 
Score: -4798226.500000 Penalty: 5468.312500
	Iteration 24Q: 3 clusters Score -4798226 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22307 members 
Mstep: Class 2 contains 39072 members 
Entering Unmasked Estep 
Score: -4798422.500000 Penalty: 5468.312500
	Iteration 25Q: 3 clusters Score -4798422 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21508 members 
Mstep: Class 2 contains 39871 members 
Entering Unmasked Estep 
Score: -4798669.000000 Penalty: 5468.312500
	Iteration 26Q: 3 clusters Score -4798669 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20678 members 
Mstep: Class 2 contains 40701 members 
Entering Unmasked Estep 
Score: -4798927.500000 Penalty: 5468.312500
	Iteration 27Q: 3 clusters Score -4798928 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19802 members 
Mstep: Class 2 contains 41577 members 
Entering Unmasked Estep 
Score: -4799208.000000 Penalty: 5468.312500
	Iteration 28Q: 3 clusters Score -4799208 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18884 members 
Mstep: Class 2 contains 42495 members 
Entering Unmasked Estep 
Score: -4799509.500000 Penalty: 5468.312500
	Iteration 29Q: 3 clusters Score -4799510 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17947 members 
Mstep: Class 2 contains 43432 members 
Entering Unmasked Estep 
Score: -4799839.000000 Penalty: 5468.312500
	Iteration 30Q: 3 clusters Score -4799839 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17014 members 
Mstep: Class 2 contains 44365 members 
Entering Unmasked Estep 
Score: -4800151.500000 Penalty: 5468.312500
	Iteration 31Q: 3 clusters Score -4800152 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16004 members 
Mstep: Class 2 contains 45375 members 
Entering Unmasked Estep 
Score: -4800504.000000 Penalty: 5468.312500
	Iteration 32Q: 3 clusters Score -4800504 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 46318 members 
Entering Unmasked Estep 
Score: -4800810.500000 Penalty: 5468.312500
	Iteration 33Q: 3 clusters Score -4800810 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 47259 members 
Entering Unmasked Estep 
Score: -4801112.000000 Penalty: 5468.312500
	Iteration 34Q: 3 clusters Score -4801112 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 48208 members 
Entering Unmasked Estep 
Score: -4801429.000000 Penalty: 5468.312500
	Iteration 35Q: 3 clusters Score -4801429 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 49135 members 
Entering Unmasked Estep 
Score: -4801795.500000 Penalty: 5468.312500
	Iteration 36Q: 3 clusters Score -4801796 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 50072 members 
Entering Unmasked Estep 
Score: -4802146.000000 Penalty: 5468.312500
	Iteration 37Q: 3 clusters Score -4802146 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 50963 members 
Entering Unmasked Estep 
Score: -4802502.000000 Penalty: 5468.312500
	Iteration 38Q: 3 clusters Score -4802502 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 51839 members 
Entering Unmasked Estep 
Score: -4802885.500000 Penalty: 5468.312500
	Iteration 39Q: 3 clusters Score -4802886 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 52662 members 
Entering Unmasked Estep 
Score: -4803193.000000 Penalty: 5468.312500
	Iteration 40F: 3 clusters Score -4803193 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 53485 members 
Entering Unmasked Estep 
Score: -4803534.500000 Penalty: 5468.312500
	Iteration 41Q: 3 clusters Score -4803534 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 54286 members 
Entering Unmasked Estep 
Score: -4803843.000000 Penalty: 5468.312500
	Iteration 42Q: 3 clusters Score -4803843 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 55043 members 
Entering Unmasked Estep 
Score: -4804179.500000 Penalty: 5468.312500
	Iteration 43Q: 3 clusters Score -4804180 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 55748 members 
Entering Unmasked Estep 
Score: -4804496.000000 Penalty: 5468.312500
	Iteration 44Q: 3 clusters Score -4804496 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 56402 members 
Entering Unmasked Estep 
Score: -4804784.000000 Penalty: 5468.312500
	Iteration 45Q: 3 clusters Score -4804784 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 56970 members 
Entering Unmasked Estep 
Score: -4805046.500000 Penalty: 5468.312500
	Iteration 46Q: 3 clusters Score -4805046 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 57486 members 
Entering Unmasked Estep 
Score: -4805295.500000 Penalty: 5468.312500
	Iteration 47Q: 3 clusters Score -4805296 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 57956 members 
Entering Unmasked Estep 
Score: -4805515.500000 Penalty: 5468.312500
	Iteration 48Q: 3 clusters Score -4805516 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 58385 members 
Entering Unmasked Estep 
Score: -4805719.000000 Penalty: 5468.312500
	Iteration 49Q: 3 clusters Score -4805719 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 58750 members 
Entering Unmasked Estep 
Score: -4805877.500000 Penalty: 5468.312500
	Iteration 50Q: 3 clusters Score -4805878 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 59042 members 
Entering Unmasked Estep 
Score: -4805995.000000 Penalty: 5468.312500
	Iteration 51Q: 3 clusters Score -4805995 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 59264 members 
Entering Unmasked Estep 
Score: -4806076.000000 Penalty: 5468.312500
	Iteration 52Q: 3 clusters Score -4806076 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 59466 members 
Entering Unmasked Estep 
Score: -4806147.000000 Penalty: 5468.312500
	Iteration 53Q: 3 clusters Score -4806147 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 59611 members 
Entering Unmasked Estep 
Score: -4806196.000000 Penalty: 5468.312500
	Iteration 54Q: 3 clusters Score -4806196 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 59735 members 
Entering Unmasked Estep 
Score: -4806253.000000 Penalty: 5468.312500
	Iteration 55Q: 3 clusters Score -4806253 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 59841 members 
Entering Unmasked Estep 
Score: -4806301.500000 Penalty: 5468.312500
	Iteration 56Q: 3 clusters Score -4806302 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 59930 members 
Entering Unmasked Estep 
Score: -4806330.000000 Penalty: 5468.312500
	Iteration 57Q: 3 clusters Score -4806330 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 60006 members 
Entering Unmasked Estep 
Score: -4806369.000000 Penalty: 5468.312500
	Iteration 58Q: 3 clusters Score -4806369 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 60083 members 
Entering Unmasked Estep 
Score: -4806402.000000 Penalty: 5468.312500
	Iteration 59Q: 3 clusters Score -4806402 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 60146 members 
Entering Unmasked Estep 
Score: -4806423.000000 Penalty: 5468.312500
	Iteration 60F: 3 clusters Score -4806423 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 60199 members 
Entering Unmasked Estep 
Score: -4806449.000000 Penalty: 5468.312500
	Iteration 61Q: 3 clusters Score -4806449 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 60255 members 
Entering Unmasked Estep 
Score: -4806474.500000 Penalty: 5468.312500
	Iteration 62Q: 3 clusters Score -4806474 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 60299 members 
Entering Unmasked Estep 
Score: -4806509.500000 Penalty: 5468.312500
	Iteration 63Q: 3 clusters Score -4806510 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 60334 members 
Entering Unmasked Estep 
Score: -4806521.000000 Penalty: 5468.312500
	Iteration 64Q: 3 clusters Score -4806521 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 60364 members 
Entering Unmasked Estep 
Score: -4806530.500000 Penalty: 5468.312500
	Iteration 65Q: 3 clusters Score -4806530 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 60390 members 
Entering Unmasked Estep 
Score: -4806542.000000 Penalty: 5468.312500
	Iteration 66Q: 3 clusters Score -4806542 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 60417 members 
Entering Unmasked Estep 
Score: -4806558.000000 Penalty: 5468.312500
	Iteration 67Q: 3 clusters Score -4806558 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 60435 members 
Entering Unmasked Estep 
Score: -4806568.000000 Penalty: 5468.312500
	Iteration 68Q: 3 clusters Score -4806568 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 60442 members 
Entering Unmasked Estep 
Score: -4806573.500000 Penalty: 5468.312500
	Iteration 69Q: 3 clusters Score -4806574 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 60451 members 
Entering Unmasked Estep 
Score: -4806579.000000 Penalty: 5468.312500
	Iteration 70Q: 3 clusters Score -4806579 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 60457 members 
Entering Unmasked Estep 
Score: -4806582.500000 Penalty: 5468.312500
	Iteration 71Q: 3 clusters Score -4806582 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 60466 members 
Entering Unmasked Estep 
Score: -4806585.500000 Penalty: 5468.312500
	Iteration 72Q: 3 clusters Score -4806586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 60471 members 
Entering Unmasked Estep 
Score: -4806583.500000 Penalty: 5468.312500
	Iteration 73Q: 3 clusters Score -4806584 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 60480 members 
Entering Unmasked Estep 
Score: -4806588.500000 Penalty: 5468.312500
	Iteration 74Q: 3 clusters Score -4806588 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 60493 members 
Entering Unmasked Estep 
Score: -4806597.500000 Penalty: 5468.312500
	Iteration 75Q: 3 clusters Score -4806598 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 60507 members 
Entering Unmasked Estep 
Score: -4806607.500000 Penalty: 5468.312500
	Iteration 76Q: 3 clusters Score -4806608 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 60516 members 
Entering Unmasked Estep 
Score: -4806611.500000 Penalty: 5468.312500
	Iteration 77Q: 3 clusters Score -4806612 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 60526 members 
Entering Unmasked Estep 
Score: -4806611.500000 Penalty: 5468.312500
	Iteration 78Q: 3 clusters Score -4806612 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 60534 members 
Entering Unmasked Estep 
Score: -4806615.500000 Penalty: 5468.312500
	Iteration 79Q: 3 clusters Score -4806616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 60536 members 
Entering Unmasked Estep 
Score: -4806620.000000 Penalty: 5468.312500
	Iteration 80F: 3 clusters Score -4806620 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 60541 members 
Entering Unmasked Estep 
Score: -4806623.000000 Penalty: 5468.312500
	Iteration 81Q: 3 clusters Score -4806623 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 60541 members 
Entering Unmasked Estep 
Score: -4806625.000000 Penalty: 5468.312500
	Iteration 82Q: 3 clusters Score -4806625 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 60547 members 
Entering Unmasked Estep 
Score: -4806631.000000 Penalty: 5468.312500
	Iteration 83Q: 3 clusters Score -4806631 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 60549 members 
Entering Unmasked Estep 
Score: -4806626.500000 Penalty: 5468.312500
	Iteration 84Q: 3 clusters Score -4806626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 60552 members 
Entering Unmasked Estep 
Score: -4806628.500000 Penalty: 5468.312500
	Iteration 85Q: 3 clusters Score -4806628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 60555 members 
Entering Unmasked Estep 
Score: -4806628.500000 Penalty: 5468.312500
	Iteration 86Q: 3 clusters Score -4806628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 60558 members 
Entering Unmasked Estep 
Score: -4806637.500000 Penalty: 5468.312500
	Iteration 87Q: 3 clusters Score -4806638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 60559 members 
Entering Unmasked Estep 
Score: -4806635.000000 Penalty: 5468.312500
	Iteration 88Q: 3 clusters Score -4806635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 60560 members 
Entering Unmasked Estep 
Score: -4806630.000000 Penalty: 5468.312500
	Iteration 89Q: 3 clusters Score -4806630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 60561 members 
Entering Unmasked Estep 
Score: -4806631.500000 Penalty: 5468.312500
	Iteration 90Q: 3 clusters Score -4806632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 60563 members 
Entering Unmasked Estep 
Score: -4806630.500000 Penalty: 5468.312500
	Iteration 91Q: 3 clusters Score -4806630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 60565 members 
Entering Unmasked Estep 
Score: -4806634.500000 Penalty: 5468.312500
	Iteration 92Q: 3 clusters Score -4806634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 60568 members 
Entering Unmasked Estep 
Score: -4806631.500000 Penalty: 5468.312500
	Iteration 93Q: 3 clusters Score -4806632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 60571 members 
Entering Unmasked Estep 
Score: -4806628.500000 Penalty: 5468.312500
	Iteration 94Q: 3 clusters Score -4806628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 60572 members 
Entering Unmasked Estep 
Score: -4806630.500000 Penalty: 5468.312500
	Iteration 95Q: 3 clusters Score -4806630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 60573 members 
Entering Unmasked Estep 
Score: -4806633.500000 Penalty: 5468.312500
	Iteration 96Q: 3 clusters Score -4806634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 60573 members 
Entering Unmasked Estep 
Score: -4806633.500000 Penalty: 5468.312500
	Iteration 97F: 3 clusters Score -4806634 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Entering Unmasked Estep 
Score: -150185.609375 Penalty: 1931.064941
	Iteration 0F: 2 clusters Score -150185.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -147328.578125 Penalty: 3862.129883
	Iteration 0F: 3 clusters Score -147328.6 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -148123.812500 Penalty: 3862.129883
	Iteration 1F: 3 clusters Score -148123.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -148465.875000 Penalty: 3862.129883
	Iteration 2F: 3 clusters Score -148465.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -148675.718750 Penalty: 3862.129883
	Iteration 3F: 3 clusters Score -148675.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -148866.734375 Penalty: 3862.129883
	Iteration 4F: 3 clusters Score -148866.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -149029.859375 Penalty: 3862.129883
	Iteration 5F: 3 clusters Score -149029.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -149214.296875 Penalty: 3862.129883
	Iteration 6Q: 3 clusters Score -149214.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -149341.046875 Penalty: 3862.129883
	Iteration 7Q: 3 clusters Score -149341 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -149452.687500 Penalty: 3862.129883
	Iteration 8Q: 3 clusters Score -149452.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -149550.531250 Penalty: 3862.129883
	Iteration 9Q: 3 clusters Score -149550.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -149622.531250 Penalty: 3862.129883
	Iteration 10Q: 3 clusters Score -149622.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -149661.656250 Penalty: 3862.129883
	Iteration 11Q: 3 clusters Score -149661.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -149696.000000 Penalty: 3862.129883
	Iteration 12Q: 3 clusters Score -149696 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -149720.046875 Penalty: 3862.129883
	Iteration 13Q: 3 clusters Score -149720 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -149735.718750 Penalty: 3862.129883
	Iteration 14Q: 3 clusters Score -149735.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -149755.921875 Penalty: 3862.129883
	Iteration 15Q: 3 clusters Score -149755.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -149776.078125 Penalty: 3862.129883
	Iteration 16Q: 3 clusters Score -149776.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -149786.406250 Penalty: 3862.129883
	Iteration 17Q: 3 clusters Score -149786.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -149796.718750 Penalty: 3862.129883
	Iteration 18Q: 3 clusters Score -149796.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -149806.125000 Penalty: 3862.129883
	Iteration 19Q: 3 clusters Score -149806.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -149814.953125 Penalty: 3862.129883
	Iteration 20F: 3 clusters Score -149815 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -149821.890625 Penalty: 3862.129883
	Iteration 21Q: 3 clusters Score -149821.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -149830.156250 Penalty: 3862.129883
	Iteration 22Q: 3 clusters Score -149830.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -149834.140625 Penalty: 3862.129883
	Iteration 23Q: 3 clusters Score -149834.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -149835.171875 Penalty: 3862.129883
	Iteration 24Q: 3 clusters Score -149835.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -149836.250000 Penalty: 3862.129883
	Iteration 25Q: 3 clusters Score -149836.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -149838.281250 Penalty: 3862.129883
	Iteration 26Q: 3 clusters Score -149838.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -149839.328125 Penalty: 3862.129883
	Iteration 27Q: 3 clusters Score -149839.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -149840.390625 Penalty: 3862.129883
	Iteration 28Q: 3 clusters Score -149840.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -149840.390625 Penalty: 3862.129883
	Iteration 29F: 3 clusters Score -149840.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (23360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23360 members 
Entering Unmasked Estep 
Score: -1844643.125000 Penalty: 2494.577637
	Iteration 0F: 2 clusters Score -1844643 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -1828320.375000 Penalty: 4989.155273
	Iteration 0F: 3 clusters Score -1828320 nChanged 10419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -1834107.000000 Penalty: 4989.155273
	Iteration 1F: 3 clusters Score -1834107 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -1834670.875000 Penalty: 4989.155273
	Iteration 2F: 3 clusters Score -1834671 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -1835151.125000 Penalty: 4989.155273
	Iteration 3Q: 3 clusters Score -1835151 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -1835623.000000 Penalty: 4989.155273
	Iteration 4Q: 3 clusters Score -1835623 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -1836124.000000 Penalty: 4989.155273
	Iteration 5Q: 3 clusters Score -1836124 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -1836593.250000 Penalty: 4989.155273
	Iteration 6Q: 3 clusters Score -1836593 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -1837071.625000 Penalty: 4989.155273
	Iteration 7Q: 3 clusters Score -1837072 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -1837601.500000 Penalty: 4989.155273
	Iteration 8Q: 3 clusters Score -1837602 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -1838171.500000 Penalty: 4989.155273
	Iteration 9Q: 3 clusters Score -1838172 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -1838669.375000 Penalty: 4989.155273
	Iteration 10Q: 3 clusters Score -1838669 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -1839128.875000 Penalty: 4989.155273
	Iteration 11Q: 3 clusters Score -1839129 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -1839507.125000 Penalty: 4989.155273
	Iteration 12Q: 3 clusters Score -1839507 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -1839798.125000 Penalty: 4989.155273
	Iteration 13Q: 3 clusters Score -1839798 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -1840038.000000 Penalty: 4989.155273
	Iteration 14Q: 3 clusters Score -1840038 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -1840206.625000 Penalty: 4989.155273
	Iteration 15Q: 3 clusters Score -1840207 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -1840341.125000 Penalty: 4989.155273
	Iteration 16Q: 3 clusters Score -1840341 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -1840422.875000 Penalty: 4989.155273
	Iteration 17Q: 3 clusters Score -1840423 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -1840491.875000 Penalty: 4989.155273
	Iteration 18Q: 3 clusters Score -1840492 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -1840553.875000 Penalty: 4989.155273
	Iteration 19Q: 3 clusters Score -1840554 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -1840598.500000 Penalty: 4989.155273
	Iteration 20F: 3 clusters Score -1840598 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -1840640.375000 Penalty: 4989.155273
	Iteration 21Q: 3 clusters Score -1840640 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -1840676.750000 Penalty: 4989.155273
	Iteration 22Q: 3 clusters Score -1840677 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -1840715.625000 Penalty: 4989.155273
	Iteration 23Q: 3 clusters Score -1840716 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -1840757.000000 Penalty: 4989.155273
	Iteration 24Q: 3 clusters Score -1840757 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -1840792.125000 Penalty: 4989.155273
	Iteration 25Q: 3 clusters Score -1840792 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -1840822.375000 Penalty: 4989.155273
	Iteration 26Q: 3 clusters Score -1840822 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -1840851.250000 Penalty: 4989.155273
	Iteration 27Q: 3 clusters Score -1840851 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -1840880.250000 Penalty: 4989.155273
	Iteration 28Q: 3 clusters Score -1840880 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -1840903.250000 Penalty: 4989.155273
	Iteration 29Q: 3 clusters Score -1840903 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -1840926.500000 Penalty: 4989.155273
	Iteration 30Q: 3 clusters Score -1840926 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -1840944.750000 Penalty: 4989.155273
	Iteration 31Q: 3 clusters Score -1840945 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -1840964.000000 Penalty: 4989.155273
	Iteration 32Q: 3 clusters Score -1840964 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -1840986.500000 Penalty: 4989.155273
	Iteration 33Q: 3 clusters Score -1840986 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -1840998.375000 Penalty: 4989.155273
	Iteration 34Q: 3 clusters Score -1840998 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -1841010.375000 Penalty: 4989.155273
	Iteration 35Q: 3 clusters Score -1841010 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -1841033.125000 Penalty: 4989.155273
	Iteration 36Q: 3 clusters Score -1841033 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -1841047.625000 Penalty: 4989.155273
	Iteration 37Q: 3 clusters Score -1841048 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -1841050.500000 Penalty: 4989.155273
	Iteration 38Q: 3 clusters Score -1841050 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -1841065.375000 Penalty: 4989.155273
	Iteration 39Q: 3 clusters Score -1841065 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -1841065.125000 Penalty: 4989.155273
	Iteration 40F: 3 clusters Score -1841065 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -1841082.500000 Penalty: 4989.155273
	Iteration 41Q: 3 clusters Score -1841082 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -1841096.625000 Penalty: 4989.155273
	Iteration 42Q: 3 clusters Score -1841097 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -1841115.625000 Penalty: 4989.155273
	Iteration 43Q: 3 clusters Score -1841116 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -1841142.750000 Penalty: 4989.155273
	Iteration 44Q: 3 clusters Score -1841143 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -1841159.875000 Penalty: 4989.155273
	Iteration 45Q: 3 clusters Score -1841160 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1841191.750000 Penalty: 4989.155273
	Iteration 46Q: 3 clusters Score -1841192 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -1841220.125000 Penalty: 4989.155273
	Iteration 47Q: 3 clusters Score -1841220 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -1841254.500000 Penalty: 4989.155273
	Iteration 48Q: 3 clusters Score -1841254 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1841285.875000 Penalty: 4989.155273
	Iteration 49Q: 3 clusters Score -1841286 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -1841323.750000 Penalty: 4989.155273
	Iteration 50Q: 3 clusters Score -1841324 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15514 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -1841373.500000 Penalty: 4989.155273
	Iteration 51Q: 3 clusters Score -1841374 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -1841406.500000 Penalty: 4989.155273
	Iteration 52Q: 3 clusters Score -1841406 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15845 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1841439.250000 Penalty: 4989.155273
	Iteration 53Q: 3 clusters Score -1841439 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16017 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -1841480.500000 Penalty: 4989.155273
	Iteration 54Q: 3 clusters Score -1841480 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1841537.750000 Penalty: 4989.155273
	Iteration 55Q: 3 clusters Score -1841538 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1841589.000000 Penalty: 4989.155273
	Iteration 56Q: 3 clusters Score -1841589 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1841647.250000 Penalty: 4989.155273
	Iteration 57Q: 3 clusters Score -1841647 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1841718.750000 Penalty: 4989.155273
	Iteration 58Q: 3 clusters Score -1841719 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1841773.375000 Penalty: 4989.155273
	Iteration 59Q: 3 clusters Score -1841773 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17269 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1841836.000000 Penalty: 4989.155273
	Iteration 60F: 3 clusters Score -1841836 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17477 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1841891.875000 Penalty: 4989.155273
	Iteration 61Q: 3 clusters Score -1841892 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17671 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1841952.000000 Penalty: 4989.155273
	Iteration 62Q: 3 clusters Score -1841952 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1842019.125000 Penalty: 4989.155273
	Iteration 63Q: 3 clusters Score -1842019 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18081 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1842107.750000 Penalty: 4989.155273
	Iteration 64Q: 3 clusters Score -1842108 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18294 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1842199.125000 Penalty: 4989.155273
	Iteration 65Q: 3 clusters Score -1842199 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18514 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1842280.750000 Penalty: 4989.155273
	Iteration 66Q: 3 clusters Score -1842281 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18704 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1842353.500000 Penalty: 4989.155273
	Iteration 67Q: 3 clusters Score -1842354 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18905 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1842429.375000 Penalty: 4989.155273
	Iteration 68Q: 3 clusters Score -1842429 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19107 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1842523.625000 Penalty: 4989.155273
	Iteration 69Q: 3 clusters Score -1842524 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19312 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1842616.625000 Penalty: 4989.155273
	Iteration 70Q: 3 clusters Score -1842617 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19504 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1842688.125000 Penalty: 4989.155273
	Iteration 71Q: 3 clusters Score -1842688 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19688 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1842752.750000 Penalty: 4989.155273
	Iteration 72Q: 3 clusters Score -1842753 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19856 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1842823.500000 Penalty: 4989.155273
	Iteration 73Q: 3 clusters Score -1842824 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20032 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1842913.375000 Penalty: 4989.155273
	Iteration 74Q: 3 clusters Score -1842913 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20218 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1842993.750000 Penalty: 4989.155273
	Iteration 75Q: 3 clusters Score -1842994 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20412 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1843091.625000 Penalty: 4989.155273
	Iteration 76Q: 3 clusters Score -1843092 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20585 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1843177.250000 Penalty: 4989.155273
	Iteration 77Q: 3 clusters Score -1843177 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20747 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1843257.875000 Penalty: 4989.155273
	Iteration 78Q: 3 clusters Score -1843258 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20886 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1843332.500000 Penalty: 4989.155273
	Iteration 79Q: 3 clusters Score -1843332 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21014 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1843401.750000 Penalty: 4989.155273
	Iteration 80F: 3 clusters Score -1843402 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21124 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1843470.625000 Penalty: 4989.155273
	Iteration 81Q: 3 clusters Score -1843471 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21235 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1843546.750000 Penalty: 4989.155273
	Iteration 82Q: 3 clusters Score -1843547 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21334 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1843605.125000 Penalty: 4989.155273
	Iteration 83Q: 3 clusters Score -1843605 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21445 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1843696.875000 Penalty: 4989.155273
	Iteration 84Q: 3 clusters Score -1843697 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21579 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1843827.625000 Penalty: 4989.155273
	Iteration 85Q: 3 clusters Score -1843828 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21691 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1843936.875000 Penalty: 4989.155273
	Iteration 86Q: 3 clusters Score -1843937 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21795 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1844031.500000 Penalty: 4989.155273
	Iteration 87Q: 3 clusters Score -1844032 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21863 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1844102.125000 Penalty: 4989.155273
	Iteration 88Q: 3 clusters Score -1844102 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21916 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1844134.500000 Penalty: 4989.155273
	Iteration 89Q: 3 clusters Score -1844134 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21959 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1844153.875000 Penalty: 4989.155273
	Iteration 90Q: 3 clusters Score -1844154 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21992 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1844170.375000 Penalty: 4989.155273
	Iteration 91Q: 3 clusters Score -1844170 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22011 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1844170.875000 Penalty: 4989.155273
	Iteration 92Q: 3 clusters Score -1844171 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22027 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1844176.250000 Penalty: 4989.155273
	Iteration 93Q: 3 clusters Score -1844176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22034 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1844177.375000 Penalty: 4989.155273
	Iteration 94Q: 3 clusters Score -1844177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22037 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1844174.625000 Penalty: 4989.155273
	Iteration 95Q: 3 clusters Score -1844175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22042 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1844175.375000 Penalty: 4989.155273
	Iteration 96Q: 3 clusters Score -1844175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22043 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1844178.250000 Penalty: 4989.155273
	Iteration 97Q: 3 clusters Score -1844178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22044 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1844178.375000 Penalty: 4989.155273
	Iteration 98Q: 3 clusters Score -1844178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22045 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1844178.250000 Penalty: 4989.155273
	Iteration 99Q: 3 clusters Score -1844178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22045 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1844178.250000 Penalty: 4989.155273
	Iteration 100F: 3 clusters Score -1844178 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Entering Unmasked Estep 
Score: -333977.500000 Penalty: 2075.781006
	Iteration 0F: 2 clusters Score -333977.5 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 2155 members 
Entering Unmasked Estep 
Score: -329904.343750 Penalty: 4151.562012
	Iteration 0F: 3 clusters Score -329904.3 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -330941.781250 Penalty: 4151.562012
	Iteration 1F: 3 clusters Score -330941.8 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -331179.656250 Penalty: 4151.562012
	Iteration 2F: 3 clusters Score -331179.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -331290.687500 Penalty: 4151.562012
	Iteration 3Q: 3 clusters Score -331290.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -331365.062500 Penalty: 4151.562012
	Iteration 4Q: 3 clusters Score -331365.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -331411.718750 Penalty: 4151.562012
	Iteration 5Q: 3 clusters Score -331411.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -331461.343750 Penalty: 4151.562012
	Iteration 6Q: 3 clusters Score -331461.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -331504.062500 Penalty: 4151.562012
	Iteration 7Q: 3 clusters Score -331504.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -331545.125000 Penalty: 4151.562012
	Iteration 8Q: 3 clusters Score -331545.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -331582.812500 Penalty: 4151.562012
	Iteration 9Q: 3 clusters Score -331582.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -331626.437500 Penalty: 4151.562012
	Iteration 10Q: 3 clusters Score -331626.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -331679.781250 Penalty: 4151.562012
	Iteration 11Q: 3 clusters Score -331679.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -331738.718750 Penalty: 4151.562012
	Iteration 12Q: 3 clusters Score -331738.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -331820.250000 Penalty: 4151.562012
	Iteration 13Q: 3 clusters Score -331820.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -331888.281250 Penalty: 4151.562012
	Iteration 14Q: 3 clusters Score -331888.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -331960.562500 Penalty: 4151.562012
	Iteration 15Q: 3 clusters Score -331960.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -332048.218750 Penalty: 4151.562012
	Iteration 16Q: 3 clusters Score -332048.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -332150.375000 Penalty: 4151.562012
	Iteration 17Q: 3 clusters Score -332150.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -332263.593750 Penalty: 4151.562012
	Iteration 18Q: 3 clusters Score -332263.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -332399.000000 Penalty: 4151.562012
	Iteration 19Q: 3 clusters Score -332399 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -332548.656250 Penalty: 4151.562012
	Iteration 20F: 3 clusters Score -332548.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -332664.562500 Penalty: 4151.562012
	Iteration 21Q: 3 clusters Score -332664.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -332753.687500 Penalty: 4151.562012
	Iteration 22Q: 3 clusters Score -332753.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -332823.937500 Penalty: 4151.562012
	Iteration 23Q: 3 clusters Score -332823.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -332883.281250 Penalty: 4151.562012
	Iteration 24Q: 3 clusters Score -332883.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -332916.062500 Penalty: 4151.562012
	Iteration 25Q: 3 clusters Score -332916.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -332945.343750 Penalty: 4151.562012
	Iteration 26Q: 3 clusters Score -332945.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -332971.687500 Penalty: 4151.562012
	Iteration 27Q: 3 clusters Score -332971.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -332992.093750 Penalty: 4151.562012
	Iteration 28Q: 3 clusters Score -332992.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -333011.937500 Penalty: 4151.562012
	Iteration 29Q: 3 clusters Score -333011.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -333026.000000 Penalty: 4151.562012
	Iteration 30Q: 3 clusters Score -333026 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -333034.343750 Penalty: 4151.562012
	Iteration 31Q: 3 clusters Score -333034.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -333038.531250 Penalty: 4151.562012
	Iteration 32Q: 3 clusters Score -333038.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -333043.718750 Penalty: 4151.562012
	Iteration 33Q: 3 clusters Score -333043.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -333045.968750 Penalty: 4151.562012
	Iteration 34Q: 3 clusters Score -333046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -333047.343750 Penalty: 4151.562012
	Iteration 35Q: 3 clusters Score -333047.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -333048.656250 Penalty: 4151.562012
	Iteration 36Q: 3 clusters Score -333048.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -333050.687500 Penalty: 4151.562012
	Iteration 37Q: 3 clusters Score -333050.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -333050.406250 Penalty: 4151.562012
	Iteration 38Q: 3 clusters Score -333050.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -333050.406250 Penalty: 4151.562012
	Iteration 39F: 3 clusters Score -333050.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (16388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16388 members 
Entering Unmasked Estep 
Score: -1349689.000000 Penalty: 2406.667480
	Iteration 0F: 2 clusters Score -1349689 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -1337927.250000 Penalty: 4813.334961
	Iteration 0F: 3 clusters Score -1337927 nChanged 7074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1341758.875000 Penalty: 4813.334961
	Iteration 1F: 3 clusters Score -1341759 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -1342110.750000 Penalty: 4813.334961
	Iteration 2F: 3 clusters Score -1342111 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -1342391.000000 Penalty: 4813.334961
	Iteration 3Q: 3 clusters Score -1342391 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1342674.000000 Penalty: 4813.334961
	Iteration 4Q: 3 clusters Score -1342674 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1342925.250000 Penalty: 4813.334961
	Iteration 5Q: 3 clusters Score -1342925 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -1343162.125000 Penalty: 4813.334961
	Iteration 6Q: 3 clusters Score -1343162 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -1343407.375000 Penalty: 4813.334961
	Iteration 7Q: 3 clusters Score -1343407 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1343675.000000 Penalty: 4813.334961
	Iteration 8Q: 3 clusters Score -1343675 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -1343987.875000 Penalty: 4813.334961
	Iteration 9Q: 3 clusters Score -1343988 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -1344346.625000 Penalty: 4813.334961
	Iteration 10Q: 3 clusters Score -1344347 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -1344794.250000 Penalty: 4813.334961
	Iteration 11Q: 3 clusters Score -1344794 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -1345286.750000 Penalty: 4813.334961
	Iteration 12Q: 3 clusters Score -1345287 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -1345832.125000 Penalty: 4813.334961
	Iteration 13Q: 3 clusters Score -1345832 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -1346388.500000 Penalty: 4813.334961
	Iteration 14Q: 3 clusters Score -1346388 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -1346848.625000 Penalty: 4813.334961
	Iteration 15Q: 3 clusters Score -1346849 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -1347166.000000 Penalty: 4813.334961
	Iteration 16Q: 3 clusters Score -1347166 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -1347382.125000 Penalty: 4813.334961
	Iteration 17Q: 3 clusters Score -1347382 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -1347531.125000 Penalty: 4813.334961
	Iteration 18Q: 3 clusters Score -1347531 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -1347636.500000 Penalty: 4813.334961
	Iteration 19Q: 3 clusters Score -1347636 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -1347738.750000 Penalty: 4813.334961
	Iteration 20F: 3 clusters Score -1347739 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -1347814.000000 Penalty: 4813.334961
	Iteration 21Q: 3 clusters Score -1347814 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -1347866.500000 Penalty: 4813.334961
	Iteration 22Q: 3 clusters Score -1347866 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -1347917.500000 Penalty: 4813.334961
	Iteration 23Q: 3 clusters Score -1347918 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -1347953.250000 Penalty: 4813.334961
	Iteration 24Q: 3 clusters Score -1347953 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -1347987.375000 Penalty: 4813.334961
	Iteration 25Q: 3 clusters Score -1347987 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -1348006.000000 Penalty: 4813.334961
	Iteration 26Q: 3 clusters Score -1348006 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -1348029.250000 Penalty: 4813.334961
	Iteration 27Q: 3 clusters Score -1348029 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -1348050.375000 Penalty: 4813.334961
	Iteration 28Q: 3 clusters Score -1348050 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -1348080.750000 Penalty: 4813.334961
	Iteration 29Q: 3 clusters Score -1348081 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -1348104.125000 Penalty: 4813.334961
	Iteration 30Q: 3 clusters Score -1348104 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -1348131.125000 Penalty: 4813.334961
	Iteration 31Q: 3 clusters Score -1348131 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -1348144.250000 Penalty: 4813.334961
	Iteration 32Q: 3 clusters Score -1348144 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -1348170.500000 Penalty: 4813.334961
	Iteration 33Q: 3 clusters Score -1348170 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -1348181.125000 Penalty: 4813.334961
	Iteration 34Q: 3 clusters Score -1348181 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -1348195.625000 Penalty: 4813.334961
	Iteration 35Q: 3 clusters Score -1348196 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -1348207.875000 Penalty: 4813.334961
	Iteration 36Q: 3 clusters Score -1348208 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -1348213.750000 Penalty: 4813.334961
	Iteration 37Q: 3 clusters Score -1348214 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -1348223.625000 Penalty: 4813.334961
	Iteration 38Q: 3 clusters Score -1348224 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -1348232.500000 Penalty: 4813.334961
	Iteration 39Q: 3 clusters Score -1348232 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -1348238.750000 Penalty: 4813.334961
	Iteration 40F: 3 clusters Score -1348239 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
Score: -1348243.750000 Penalty: 4813.334961
	Iteration 41Q: 3 clusters Score -1348244 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -1348249.750000 Penalty: 4813.334961
	Iteration 42Q: 3 clusters Score -1348250 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -1348255.625000 Penalty: 4813.334961
	Iteration 43Q: 3 clusters Score -1348256 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
Score: -1348256.375000 Penalty: 4813.334961
	Iteration 44Q: 3 clusters Score -1348256 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -1348260.625000 Penalty: 4813.334961
	Iteration 45Q: 3 clusters Score -1348261 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -1348265.000000 Penalty: 4813.334961
	Iteration 46Q: 3 clusters Score -1348265 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -1348270.125000 Penalty: 4813.334961
	Iteration 47Q: 3 clusters Score -1348270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 15024 members 
Entering Unmasked Estep 
Score: -1348270.000000 Penalty: 4813.334961
	Iteration 48Q: 3 clusters Score -1348270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 15032 members 
Entering Unmasked Estep 
Score: -1348270.000000 Penalty: 4813.334961
	Iteration 49Q: 3 clusters Score -1348270 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -1348269.375000 Penalty: 4813.334961
	Iteration 50Q: 3 clusters Score -1348269 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -1348274.000000 Penalty: 4813.334961
	Iteration 51Q: 3 clusters Score -1348274 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -1348275.875000 Penalty: 4813.334961
	Iteration 52Q: 3 clusters Score -1348276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
Score: -1348280.125000 Penalty: 4813.334961
	Iteration 53Q: 3 clusters Score -1348280 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -1348282.125000 Penalty: 4813.334961
	Iteration 54Q: 3 clusters Score -1348282 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -1348291.000000 Penalty: 4813.334961
	Iteration 55Q: 3 clusters Score -1348291 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -1348295.125000 Penalty: 4813.334961
	Iteration 56Q: 3 clusters Score -1348295 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -1348305.875000 Penalty: 4813.334961
	Iteration 57Q: 3 clusters Score -1348306 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -1348305.625000 Penalty: 4813.334961
	Iteration 58Q: 3 clusters Score -1348306 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -1348314.500000 Penalty: 4813.334961
	Iteration 59Q: 3 clusters Score -1348314 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -1348318.625000 Penalty: 4813.334961
	Iteration 60F: 3 clusters Score -1348319 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 15184 members 
Entering Unmasked Estep 
Score: -1348322.000000 Penalty: 4813.334961
	Iteration 61Q: 3 clusters Score -1348322 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -1348327.625000 Penalty: 4813.334961
	Iteration 62Q: 3 clusters Score -1348328 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
Score: -1348332.625000 Penalty: 4813.334961
	Iteration 63Q: 3 clusters Score -1348333 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -1348333.375000 Penalty: 4813.334961
	Iteration 64Q: 3 clusters Score -1348333 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -1348336.750000 Penalty: 4813.334961
	Iteration 65Q: 3 clusters Score -1348337 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -1348342.375000 Penalty: 4813.334961
	Iteration 66Q: 3 clusters Score -1348342 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 15260 members 
Entering Unmasked Estep 
Score: -1348343.625000 Penalty: 4813.334961
	Iteration 67Q: 3 clusters Score -1348344 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -1348345.750000 Penalty: 4813.334961
	Iteration 68Q: 3 clusters Score -1348346 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -1348355.625000 Penalty: 4813.334961
	Iteration 69Q: 3 clusters Score -1348356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -1348355.000000 Penalty: 4813.334961
	Iteration 70Q: 3 clusters Score -1348355 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -1348359.625000 Penalty: 4813.334961
	Iteration 71Q: 3 clusters Score -1348360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -1348363.375000 Penalty: 4813.334961
	Iteration 72Q: 3 clusters Score -1348363 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -1348366.000000 Penalty: 4813.334961
	Iteration 73Q: 3 clusters Score -1348366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -1348370.375000 Penalty: 4813.334961
	Iteration 74Q: 3 clusters Score -1348370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -1348367.875000 Penalty: 4813.334961
	Iteration 75Q: 3 clusters Score -1348368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -1348367.000000 Penalty: 4813.334961
	Iteration 76Q: 3 clusters Score -1348367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -1348368.625000 Penalty: 4813.334961
	Iteration 77Q: 3 clusters Score -1348369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -1348369.000000 Penalty: 4813.334961
	Iteration 78Q: 3 clusters Score -1348369 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -1348369.000000 Penalty: 4813.334961
	Iteration 79F: 3 clusters Score -1348369 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (75898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75898 members 
Entering Unmasked Estep 
Score: -6127012.000000 Penalty: 2786.812012
	Iteration 0F: 2 clusters Score -6127012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37849 members 
Mstep: Class 2 contains 38049 members 
Entering Unmasked Estep 
Score: -6076356.000000 Penalty: 5573.624023
	Iteration 0F: 3 clusters Score -6076356 nChanged 35549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37322 members 
Mstep: Class 2 contains 38576 members 
Entering Unmasked Estep 
Score: -6096485.500000 Penalty: 5573.624023
	Iteration 1F: 3 clusters Score -6096486 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37013 members 
Mstep: Class 2 contains 38885 members 
Entering Unmasked Estep 
Score: -6097157.500000 Penalty: 5573.624023
	Iteration 2Q: 3 clusters Score -6097158 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36514 members 
Mstep: Class 2 contains 39384 members 
Entering Unmasked Estep 
Score: -6097888.000000 Penalty: 5573.624023
	Iteration 3Q: 3 clusters Score -6097888 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35852 members 
Mstep: Class 2 contains 40046 members 
Entering Unmasked Estep 
Score: -6098788.500000 Penalty: 5573.624023
	Iteration 4Q: 3 clusters Score -6098788 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34947 members 
Mstep: Class 2 contains 40951 members 
Entering Unmasked Estep 
Score: -6099834.000000 Penalty: 5573.624023
	Iteration 5Q: 3 clusters Score -6099834 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33706 members 
Mstep: Class 2 contains 42192 members 
Entering Unmasked Estep 
Score: -6101169.000000 Penalty: 5573.624023
	Iteration 6Q: 3 clusters Score -6101169 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31937 members 
Mstep: Class 2 contains 43961 members 
Entering Unmasked Estep 
Score: -6102850.500000 Penalty: 5573.624023
	Iteration 7Q: 3 clusters Score -6102850 nChanged 3967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29596 members 
Mstep: Class 2 contains 46302 members 
Entering Unmasked Estep 
Score: -6105227.500000 Penalty: 5573.624023
	Iteration 8F: 3 clusters Score -6105228 nChanged 4483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26771 members 
Mstep: Class 2 contains 49127 members 
Entering Unmasked Estep 
Score: -6108306.000000 Penalty: 5573.624023
	Iteration 9F: 3 clusters Score -6108306 nChanged 4514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24011 members 
Mstep: Class 2 contains 51887 members 
Entering Unmasked Estep 
Score: -6111528.500000 Penalty: 5573.624023
	Iteration 10F: 3 clusters Score -6111528 nChanged 4110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21523 members 
Mstep: Class 2 contains 54375 members 
Entering Unmasked Estep 
Score: -6114478.500000 Penalty: 5573.624023
	Iteration 11F: 3 clusters Score -6114478 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19467 members 
Mstep: Class 2 contains 56431 members 
Entering Unmasked Estep 
Score: -6116813.500000 Penalty: 5573.624023
	Iteration 12Q: 3 clusters Score -6116814 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17848 members 
Mstep: Class 2 contains 58050 members 
Entering Unmasked Estep 
Score: -6118336.500000 Penalty: 5573.624023
	Iteration 13Q: 3 clusters Score -6118336 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 59362 members 
Entering Unmasked Estep 
Score: -6119245.500000 Penalty: 5573.624023
	Iteration 14Q: 3 clusters Score -6119246 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 60625 members 
Entering Unmasked Estep 
Score: -6119883.500000 Penalty: 5573.624023
	Iteration 15Q: 3 clusters Score -6119884 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 61810 members 
Entering Unmasked Estep 
Score: -6120433.000000 Penalty: 5573.624023
	Iteration 16Q: 3 clusters Score -6120433 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 62937 members 
Entering Unmasked Estep 
Score: -6120895.000000 Penalty: 5573.624023
	Iteration 17Q: 3 clusters Score -6120895 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 63970 members 
Entering Unmasked Estep 
Score: -6121266.000000 Penalty: 5573.624023
	Iteration 18Q: 3 clusters Score -6121266 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 64947 members 
Entering Unmasked Estep 
Score: -6121652.500000 Penalty: 5573.624023
	Iteration 19Q: 3 clusters Score -6121652 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 65883 members 
Entering Unmasked Estep 
Score: -6121981.500000 Penalty: 5573.624023
	Iteration 20F: 3 clusters Score -6121982 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 66772 members 
Entering Unmasked Estep 
Score: -6122355.500000 Penalty: 5573.624023
	Iteration 21Q: 3 clusters Score -6122356 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 67591 members 
Entering Unmasked Estep 
Score: -6122674.500000 Penalty: 5573.624023
	Iteration 22Q: 3 clusters Score -6122674 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 68321 members 
Entering Unmasked Estep 
Score: -6122909.000000 Penalty: 5573.624023
	Iteration 23Q: 3 clusters Score -6122909 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 69008 members 
Entering Unmasked Estep 
Score: -6123165.000000 Penalty: 5573.624023
	Iteration 24Q: 3 clusters Score -6123165 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 69639 members 
Entering Unmasked Estep 
Score: -6123374.000000 Penalty: 5573.624023
	Iteration 25Q: 3 clusters Score -6123374 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 70208 members 
Entering Unmasked Estep 
Score: -6123617.500000 Penalty: 5573.624023
	Iteration 26Q: 3 clusters Score -6123618 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 70737 members 
Entering Unmasked Estep 
Score: -6123839.500000 Penalty: 5573.624023
	Iteration 27Q: 3 clusters Score -6123840 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 71214 members 
Entering Unmasked Estep 
Score: -6124041.500000 Penalty: 5573.624023
	Iteration 28Q: 3 clusters Score -6124042 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 71615 members 
Entering Unmasked Estep 
Score: -6124209.000000 Penalty: 5573.624023
	Iteration 29Q: 3 clusters Score -6124209 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 71954 members 
Entering Unmasked Estep 
Score: -6124348.000000 Penalty: 5573.624023
	Iteration 30Q: 3 clusters Score -6124348 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 72258 members 
Entering Unmasked Estep 
Score: -6124505.500000 Penalty: 5573.624023
	Iteration 31Q: 3 clusters Score -6124506 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 72477 members 
Entering Unmasked Estep 
Score: -6124603.000000 Penalty: 5573.624023
	Iteration 32Q: 3 clusters Score -6124603 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 72663 members 
Entering Unmasked Estep 
Score: -6124696.000000 Penalty: 5573.624023
	Iteration 33Q: 3 clusters Score -6124696 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 72845 members 
Entering Unmasked Estep 
Score: -6124831.500000 Penalty: 5573.624023
	Iteration 34Q: 3 clusters Score -6124832 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 73020 members 
Entering Unmasked Estep 
Score: -6124991.000000 Penalty: 5573.624023
	Iteration 35Q: 3 clusters Score -6124991 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 73167 members 
Entering Unmasked Estep 
Score: -6125133.500000 Penalty: 5573.624023
	Iteration 36Q: 3 clusters Score -6125134 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 73272 members 
Entering Unmasked Estep 
Score: -6125315.500000 Penalty: 5573.624023
	Iteration 37Q: 3 clusters Score -6125316 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 73369 members 
Entering Unmasked Estep 
Score: -6125448.500000 Penalty: 5573.624023
	Iteration 38Q: 3 clusters Score -6125448 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 73432 members 
Entering Unmasked Estep 
Score: -6125569.500000 Penalty: 5573.624023
	Iteration 39Q: 3 clusters Score -6125570 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 73475 members 
Entering Unmasked Estep 
Score: -6125676.500000 Penalty: 5573.624023
	Iteration 40F: 3 clusters Score -6125676 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 73496 members 
Entering Unmasked Estep 
Score: -6125794.500000 Penalty: 5573.624023
	Iteration 41Q: 3 clusters Score -6125794 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 73532 members 
Entering Unmasked Estep 
Score: -6125926.000000 Penalty: 5573.624023
	Iteration 42Q: 3 clusters Score -6125926 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 73523 members 
Entering Unmasked Estep 
Score: -6126008.000000 Penalty: 5573.624023
	Iteration 43Q: 3 clusters Score -6126008 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 73509 members 
Entering Unmasked Estep 
Score: -6126080.500000 Penalty: 5573.624023
	Iteration 44Q: 3 clusters Score -6126080 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 73494 members 
Entering Unmasked Estep 
Score: -6126119.000000 Penalty: 5573.624023
	Iteration 45Q: 3 clusters Score -6126119 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 73478 members 
Entering Unmasked Estep 
Score: -6126148.000000 Penalty: 5573.624023
	Iteration 46Q: 3 clusters Score -6126148 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 73443 members 
Entering Unmasked Estep 
Score: -6126175.000000 Penalty: 5573.624023
	Iteration 47Q: 3 clusters Score -6126175 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 73412 members 
Entering Unmasked Estep 
Score: -6126209.000000 Penalty: 5573.624023
	Iteration 48Q: 3 clusters Score -6126209 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 73379 members 
Entering Unmasked Estep 
Score: -6126248.500000 Penalty: 5573.624023
	Iteration 49Q: 3 clusters Score -6126248 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 73367 members 
Entering Unmasked Estep 
Score: -6126271.500000 Penalty: 5573.624023
	Iteration 50Q: 3 clusters Score -6126272 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 73360 members 
Entering Unmasked Estep 
Score: -6126288.000000 Penalty: 5573.624023
	Iteration 51Q: 3 clusters Score -6126288 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 73364 members 
Entering Unmasked Estep 
Score: -6126293.000000 Penalty: 5573.624023
	Iteration 52Q: 3 clusters Score -6126293 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 73356 members 
Entering Unmasked Estep 
Score: -6126297.000000 Penalty: 5573.624023
	Iteration 53Q: 3 clusters Score -6126297 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 73342 members 
Entering Unmasked Estep 
Score: -6126295.500000 Penalty: 5573.624023
	Iteration 54Q: 3 clusters Score -6126296 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 73329 members 
Entering Unmasked Estep 
Score: -6126300.000000 Penalty: 5573.624023
	Iteration 55Q: 3 clusters Score -6126300 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 73318 members 
Entering Unmasked Estep 
Score: -6126310.000000 Penalty: 5573.624023
	Iteration 56Q: 3 clusters Score -6126310 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 73311 members 
Entering Unmasked Estep 
Score: -6126310.000000 Penalty: 5573.624023
	Iteration 57Q: 3 clusters Score -6126310 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 73306 members 
Entering Unmasked Estep 
Score: -6126308.000000 Penalty: 5573.624023
	Iteration 58Q: 3 clusters Score -6126308 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 73308 members 
Entering Unmasked Estep 
Score: -6126311.500000 Penalty: 5573.624023
	Iteration 59Q: 3 clusters Score -6126312 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 73313 members 
Entering Unmasked Estep 
Score: -6126307.000000 Penalty: 5573.624023
	Iteration 60F: 3 clusters Score -6126307 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 73309 members 
Entering Unmasked Estep 
Score: -6126308.000000 Penalty: 5573.624023
	Iteration 61Q: 3 clusters Score -6126308 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 73305 members 
Entering Unmasked Estep 
Score: -6126314.000000 Penalty: 5573.624023
	Iteration 62Q: 3 clusters Score -6126314 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 73302 members 
Entering Unmasked Estep 
Score: -6126316.500000 Penalty: 5573.624023
	Iteration 63Q: 3 clusters Score -6126316 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 73299 members 
Entering Unmasked Estep 
Score: -6126322.000000 Penalty: 5573.624023
	Iteration 64Q: 3 clusters Score -6126322 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 73295 members 
Entering Unmasked Estep 
Score: -6126336.000000 Penalty: 5573.624023
	Iteration 65Q: 3 clusters Score -6126336 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 73289 members 
Entering Unmasked Estep 
Score: -6126336.000000 Penalty: 5573.624023
	Iteration 66Q: 3 clusters Score -6126336 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 73284 members 
Entering Unmasked Estep 
Score: -6126351.000000 Penalty: 5573.624023
	Iteration 67Q: 3 clusters Score -6126351 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 73282 members 
Entering Unmasked Estep 
Score: -6126352.000000 Penalty: 5573.624023
	Iteration 68Q: 3 clusters Score -6126352 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 73279 members 
Entering Unmasked Estep 
Score: -6126351.000000 Penalty: 5573.624023
	Iteration 69Q: 3 clusters Score -6126351 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 73278 members 
Entering Unmasked Estep 
Score: -6126354.500000 Penalty: 5573.624023
	Iteration 70Q: 3 clusters Score -6126354 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 73270 members 
Entering Unmasked Estep 
Score: -6126367.000000 Penalty: 5573.624023
	Iteration 71Q: 3 clusters Score -6126367 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 73268 members 
Entering Unmasked Estep 
Score: -6126379.000000 Penalty: 5573.624023
	Iteration 72Q: 3 clusters Score -6126379 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 73269 members 
Entering Unmasked Estep 
Score: -6126380.000000 Penalty: 5573.624023
	Iteration 73Q: 3 clusters Score -6126380 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 73274 members 
Entering Unmasked Estep 
Score: -6126380.500000 Penalty: 5573.624023
	Iteration 74Q: 3 clusters Score -6126380 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 73275 members 
Entering Unmasked Estep 
Score: -6126369.500000 Penalty: 5573.624023
	Iteration 75Q: 3 clusters Score -6126370 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 73273 members 
Entering Unmasked Estep 
Score: -6126373.500000 Penalty: 5573.624023
	Iteration 76Q: 3 clusters Score -6126374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 73269 members 
Entering Unmasked Estep 
Score: -6126377.000000 Penalty: 5573.624023
	Iteration 77Q: 3 clusters Score -6126377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 73268 members 
Entering Unmasked Estep 
Score: -6126378.500000 Penalty: 5573.624023
	Iteration 78Q: 3 clusters Score -6126378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 73271 members 
Entering Unmasked Estep 
Score: -6126370.000000 Penalty: 5573.624023
	Iteration 79Q: 3 clusters Score -6126370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 73270 members 
Entering Unmasked Estep 
Score: -6126371.000000 Penalty: 5573.624023
	Iteration 80F: 3 clusters Score -6126371 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Entering Unmasked Estep 
Score: -660134.687500 Penalty: 2250.197021
	Iteration 0F: 2 clusters Score -660134.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -653254.750000 Penalty: 4500.394043
	Iteration 0F: 3 clusters Score -653254.8 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -655197.562500 Penalty: 4500.394043
	Iteration 1F: 3 clusters Score -655197.6 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -655511.375000 Penalty: 4500.394043
	Iteration 2F: 3 clusters Score -655511.4 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -655738.750000 Penalty: 4500.394043
	Iteration 3F: 3 clusters Score -655738.8 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -655952.125000 Penalty: 4500.394043
	Iteration 4Q: 3 clusters Score -655952.1 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -656150.750000 Penalty: 4500.394043
	Iteration 5Q: 3 clusters Score -656150.8 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -656387.250000 Penalty: 4500.394043
	Iteration 6Q: 3 clusters Score -656387.2 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -656645.437500 Penalty: 4500.394043
	Iteration 7Q: 3 clusters Score -656645.4 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -656943.437500 Penalty: 4500.394043
	Iteration 8Q: 3 clusters Score -656943.4 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -657323.187500 Penalty: 4500.394043
	Iteration 9Q: 3 clusters Score -657323.2 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -657770.062500 Penalty: 4500.394043
	Iteration 10Q: 3 clusters Score -657770.1 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -658117.250000 Penalty: 4500.394043
	Iteration 11Q: 3 clusters Score -658117.2 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -658366.625000 Penalty: 4500.394043
	Iteration 12Q: 3 clusters Score -658366.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -658569.875000 Penalty: 4500.394043
	Iteration 13Q: 3 clusters Score -658569.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -658699.062500 Penalty: 4500.394043
	Iteration 14Q: 3 clusters Score -658699.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -658773.687500 Penalty: 4500.394043
	Iteration 15Q: 3 clusters Score -658773.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -658823.687500 Penalty: 4500.394043
	Iteration 16Q: 3 clusters Score -658823.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -658860.750000 Penalty: 4500.394043
	Iteration 17Q: 3 clusters Score -658860.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -658890.187500 Penalty: 4500.394043
	Iteration 18Q: 3 clusters Score -658890.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -658917.000000 Penalty: 4500.394043
	Iteration 19Q: 3 clusters Score -658917 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -658942.812500 Penalty: 4500.394043
	Iteration 20F: 3 clusters Score -658942.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -658965.312500 Penalty: 4500.394043
	Iteration 21Q: 3 clusters Score -658965.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -658977.750000 Penalty: 4500.394043
	Iteration 22Q: 3 clusters Score -658977.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -658994.000000 Penalty: 4500.394043
	Iteration 23Q: 3 clusters Score -658994 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -659005.125000 Penalty: 4500.394043
	Iteration 24Q: 3 clusters Score -659005.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -659017.437500 Penalty: 4500.394043
	Iteration 25Q: 3 clusters Score -659017.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -659026.000000 Penalty: 4500.394043
	Iteration 26Q: 3 clusters Score -659026 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -659031.062500 Penalty: 4500.394043
	Iteration 27Q: 3 clusters Score -659031.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -659037.375000 Penalty: 4500.394043
	Iteration 28Q: 3 clusters Score -659037.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -659044.250000 Penalty: 4500.394043
	Iteration 29Q: 3 clusters Score -659044.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -659049.937500 Penalty: 4500.394043
	Iteration 30Q: 3 clusters Score -659049.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -659055.000000 Penalty: 4500.394043
	Iteration 31Q: 3 clusters Score -659055 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -659055.375000 Penalty: 4500.394043
	Iteration 32Q: 3 clusters Score -659055.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -659059.125000 Penalty: 4500.394043
	Iteration 33Q: 3 clusters Score -659059.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -659059.937500 Penalty: 4500.394043
	Iteration 34Q: 3 clusters Score -659059.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -659058.937500 Penalty: 4500.394043
	Iteration 35Q: 3 clusters Score -659058.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -659060.125000 Penalty: 4500.394043
	Iteration 36Q: 3 clusters Score -659060.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -659063.500000 Penalty: 4500.394043
	Iteration 37Q: 3 clusters Score -659063.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -659065.812500 Penalty: 4500.394043
	Iteration 38Q: 3 clusters Score -659065.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -659065.875000 Penalty: 4500.394043
	Iteration 39Q: 3 clusters Score -659065.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -659066.812500 Penalty: 4500.394043
	Iteration 40F: 3 clusters Score -659066.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -659066.375000 Penalty: 4500.394043
	Iteration 41Q: 3 clusters Score -659066.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -659066.375000 Penalty: 4500.394043
	Iteration 42F: 3 clusters Score -659066.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (21564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21564 members 
Entering Unmasked Estep 
Score: -1781643.750000 Penalty: 2474.737549
	Iteration 0F: 2 clusters Score -1781644 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -1766354.750000 Penalty: 4949.475098
	Iteration 0F: 3 clusters Score -1766355 nChanged 9576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -1771672.625000 Penalty: 4949.475098
	Iteration 1F: 3 clusters Score -1771673 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -1772116.625000 Penalty: 4949.475098
	Iteration 2F: 3 clusters Score -1772117 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1772564.125000 Penalty: 4949.475098
	Iteration 3Q: 3 clusters Score -1772564 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1773112.875000 Penalty: 4949.475098
	Iteration 4Q: 3 clusters Score -1773113 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1773831.625000 Penalty: 4949.475098
	Iteration 5F: 3 clusters Score -1773832 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1774778.250000 Penalty: 4949.475098
	Iteration 6F: 3 clusters Score -1774778 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17622 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1775980.750000 Penalty: 4949.475098
	Iteration 7F: 3 clusters Score -1775981 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18967 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1777159.875000 Penalty: 4949.475098
	Iteration 8F: 3 clusters Score -1777160 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20012 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1778098.500000 Penalty: 4949.475098
	Iteration 9Q: 3 clusters Score -1778098 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20664 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1778740.500000 Penalty: 4949.475098
	Iteration 10Q: 3 clusters Score -1778740 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21007 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1779089.000000 Penalty: 4949.475098
	Iteration 11Q: 3 clusters Score -1779089 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21163 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1779244.625000 Penalty: 4949.475098
	Iteration 12Q: 3 clusters Score -1779245 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21222 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1779322.375000 Penalty: 4949.475098
	Iteration 13Q: 3 clusters Score -1779322 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21258 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1779366.625000 Penalty: 4949.475098
	Iteration 14Q: 3 clusters Score -1779367 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21274 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1779396.750000 Penalty: 4949.475098
	Iteration 15Q: 3 clusters Score -1779397 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21278 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1779406.875000 Penalty: 4949.475098
	Iteration 16Q: 3 clusters Score -1779407 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21287 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1779422.625000 Penalty: 4949.475098
	Iteration 17Q: 3 clusters Score -1779423 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21292 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -1779433.375000 Penalty: 4949.475098
	Iteration 18Q: 3 clusters Score -1779433 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21295 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -1779440.875000 Penalty: 4949.475098
	Iteration 19Q: 3 clusters Score -1779441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21296 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -1779442.375000 Penalty: 4949.475098
	Iteration 20F: 3 clusters Score -1779442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21299 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -1779447.625000 Penalty: 4949.475098
	Iteration 21Q: 3 clusters Score -1779448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21300 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -1779448.125000 Penalty: 4949.475098
	Iteration 22Q: 3 clusters Score -1779448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -1779447.625000 Penalty: 4949.475098
	Iteration 23Q: 3 clusters Score -1779448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21303 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -1779447.750000 Penalty: 4949.475098
	Iteration 24Q: 3 clusters Score -1779448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21303 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -1779447.750000 Penalty: 4949.475098
	Iteration 25F: 3 clusters Score -1779448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (23611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23611 members 
Entering Unmasked Estep 
Score: -1670931.750000 Penalty: 2497.228027
	Iteration 0F: 2 clusters Score -1670932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -1654472.875000 Penalty: 4994.456055
	Iteration 0F: 3 clusters Score -1654473 nChanged 10546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -1660225.375000 Penalty: 4994.456055
	Iteration 1F: 3 clusters Score -1660225 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -1660751.875000 Penalty: 4994.456055
	Iteration 2F: 3 clusters Score -1660752 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -1661280.875000 Penalty: 4994.456055
	Iteration 3F: 3 clusters Score -1661281 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -1661861.000000 Penalty: 4994.456055
	Iteration 4F: 3 clusters Score -1661861 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -1662455.875000 Penalty: 4994.456055
	Iteration 5Q: 3 clusters Score -1662456 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -1663072.000000 Penalty: 4994.456055
	Iteration 6Q: 3 clusters Score -1663072 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -1663699.125000 Penalty: 4994.456055
	Iteration 7Q: 3 clusters Score -1663699 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -1664265.625000 Penalty: 4994.456055
	Iteration 8Q: 3 clusters Score -1664266 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -1664773.250000 Penalty: 4994.456055
	Iteration 9Q: 3 clusters Score -1664773 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -1665201.500000 Penalty: 4994.456055
	Iteration 10Q: 3 clusters Score -1665202 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -1665556.250000 Penalty: 4994.456055
	Iteration 11Q: 3 clusters Score -1665556 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -1665842.875000 Penalty: 4994.456055
	Iteration 12Q: 3 clusters Score -1665843 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -1666084.375000 Penalty: 4994.456055
	Iteration 13Q: 3 clusters Score -1666084 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -1666317.750000 Penalty: 4994.456055
	Iteration 14Q: 3 clusters Score -1666318 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -1666523.000000 Penalty: 4994.456055
	Iteration 15Q: 3 clusters Score -1666523 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -1666708.375000 Penalty: 4994.456055
	Iteration 16Q: 3 clusters Score -1666708 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -1666866.625000 Penalty: 4994.456055
	Iteration 17Q: 3 clusters Score -1666867 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -1666984.750000 Penalty: 4994.456055
	Iteration 18Q: 3 clusters Score -1666985 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -1667087.875000 Penalty: 4994.456055
	Iteration 19Q: 3 clusters Score -1667088 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -1667156.750000 Penalty: 4994.456055
	Iteration 20F: 3 clusters Score -1667157 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -1667233.625000 Penalty: 4994.456055
	Iteration 21Q: 3 clusters Score -1667234 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -1667305.500000 Penalty: 4994.456055
	Iteration 22Q: 3 clusters Score -1667306 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -1667356.625000 Penalty: 4994.456055
	Iteration 23Q: 3 clusters Score -1667357 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -1667418.375000 Penalty: 4994.456055
	Iteration 24Q: 3 clusters Score -1667418 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -1667462.125000 Penalty: 4994.456055
	Iteration 25Q: 3 clusters Score -1667462 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -1667503.500000 Penalty: 4994.456055
	Iteration 26Q: 3 clusters Score -1667504 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -1667549.000000 Penalty: 4994.456055
	Iteration 27Q: 3 clusters Score -1667549 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -1667585.125000 Penalty: 4994.456055
	Iteration 28Q: 3 clusters Score -1667585 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -1667620.500000 Penalty: 4994.456055
	Iteration 29Q: 3 clusters Score -1667620 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -1667653.000000 Penalty: 4994.456055
	Iteration 30Q: 3 clusters Score -1667653 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -1667674.000000 Penalty: 4994.456055
	Iteration 31Q: 3 clusters Score -1667674 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -1667709.125000 Penalty: 4994.456055
	Iteration 32Q: 3 clusters Score -1667709 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -1667735.875000 Penalty: 4994.456055
	Iteration 33Q: 3 clusters Score -1667736 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -1667761.000000 Penalty: 4994.456055
	Iteration 34Q: 3 clusters Score -1667761 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -1667807.875000 Penalty: 4994.456055
	Iteration 35Q: 3 clusters Score -1667808 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -1667857.250000 Penalty: 4994.456055
	Iteration 36Q: 3 clusters Score -1667857 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -1667918.750000 Penalty: 4994.456055
	Iteration 37Q: 3 clusters Score -1667919 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -1667969.750000 Penalty: 4994.456055
	Iteration 38Q: 3 clusters Score -1667970 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -1668024.625000 Penalty: 4994.456055
	Iteration 39Q: 3 clusters Score -1668025 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -1668091.500000 Penalty: 4994.456055
	Iteration 40F: 3 clusters Score -1668092 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -1668159.000000 Penalty: 4994.456055
	Iteration 41Q: 3 clusters Score -1668159 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -1668231.375000 Penalty: 4994.456055
	Iteration 42Q: 3 clusters Score -1668231 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1668437 nChanged 171
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Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1668493 nChanged 83
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Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1668498 nChanged 66
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Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1668508 nChanged 62
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Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1668514 nChanged 55
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Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1668518 nChanged 54
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Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1668530 nChanged 46
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Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1668536 nChanged 32
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Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1668547 nChanged 33
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Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1668543 nChanged 41
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Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1668553 nChanged 36
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Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1668553 nChanged 46
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Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1668564 nChanged 35
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Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1668563 nChanged 32
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Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1668567 nChanged 31
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Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1668563 nChanged 37
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Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1668575 nChanged 26
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Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1668574 nChanged 31
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Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1668574 nChanged 32
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Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1668581 nChanged 31
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Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1668582 nChanged 40
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Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1668585 nChanged 46
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Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1668594 nChanged 45
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Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1668605 nChanged 37
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Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1668610 nChanged 28
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Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1668612 nChanged 20
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Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14398 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1668614 nChanged 22
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Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1668611 nChanged 27
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Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1668617 nChanged 17
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Mstep: Class 1 contains 14452 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1668618 nChanged 9
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Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1668616 nChanged 13
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Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1668614 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1668611 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1668612 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14496 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1668619 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1668619 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1668615 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1668612 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1668614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1668612 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1668612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1668615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1668619 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1668619 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1668620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14530 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1668619 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1668620 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1668620 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14550 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1668619 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1668620 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1668619 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14565 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1668620 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -1668619 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1668620 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1668619 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1668622 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1668620 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1668617 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14628 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1668625 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1668625 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1668625 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14650 members 
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1668628 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14654 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1668630 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1668627 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1668630 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14665 members 
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1668629 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14669 members 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1668630 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -1668625 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1668625 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1668627 nChanged 16
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1668629 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14733 members 
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -1668634 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -1668632 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14773 members 
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1668636 nChanged 27
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Mstep: Class 1 contains 14800 members 
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -1668642 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -1668646 nChanged 43
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -1668652 nChanged 39
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Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -1668654 nChanged 41
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Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -1668659 nChanged 46
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -1668669 nChanged 46
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Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -1668677 nChanged 47
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Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -1668679 nChanged 49
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Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -1668686 nChanged 50
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Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -1668697 nChanged 49
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Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -1668701 nChanged 39
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Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -1668703 nChanged 43
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -1668713 nChanged 45
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -1668718 nChanged 47
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Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -1668721.500000 Penalty: 4994.456055
	Iteration 136Q: 3 clusters Score -1668722 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -1668721 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -1668732 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -1668747 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -1668752 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15640 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -1668768 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15705 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -1668789 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15762 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -1668792 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15824 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -1668799 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1668807.000000 Penalty: 4994.456055
	Iteration 145Q: 3 clusters Score -1668807 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1668814.250000 Penalty: 4994.456055
	Iteration 146Q: 3 clusters Score -1668814 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15974 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -1668820 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -1668825 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16062 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -1668829 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -1668827 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16157 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1668841.875000 Penalty: 4994.456055
	Iteration 151Q: 3 clusters Score -1668842 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16205 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -1668851 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -1668859.250000 Penalty: 4994.456055
	Iteration 153Q: 3 clusters Score -1668859 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -1668869 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -1668878 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16387 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -1668882 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16428 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -1668887 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16461 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -1668892 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -1668896 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16524 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -1668898 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16546 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -1668900 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16568 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1668903.000000 Penalty: 4994.456055
	Iteration 162Q: 3 clusters Score -1668903 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16589 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -1668909 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16611 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -1668914 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16628 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -1668913 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16640 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -1668917 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16654 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -1668915 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16667 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -1668916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16672 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -1668912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16678 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -1668911 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -1668908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -1668915 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -1668911 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16707 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -1668908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1668910.625000 Penalty: 4994.456055
	Iteration 175Q: 3 clusters Score -1668911 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16725 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1668905.875000 Penalty: 4994.456055
	Iteration 176Q: 3 clusters Score -1668906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16733 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -1668911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16739 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -1668912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16742 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1668913.375000 Penalty: 4994.456055
	Iteration 179Q: 3 clusters Score -1668913 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1668913.250000 Penalty: 4994.456055
	Iteration 180F: 3 clusters Score -1668913 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16752 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -1668916.500000 Penalty: 4994.456055
	Iteration 181Q: 3 clusters Score -1668916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16758 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -1668916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16765 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1668918.000000 Penalty: 4994.456055
	Iteration 183Q: 3 clusters Score -1668918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16769 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -1668917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16771 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1668920.125000 Penalty: 4994.456055
	Iteration 185Q: 3 clusters Score -1668920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16772 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -1668921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16776 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -1668921 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16781 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -1668922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16784 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -1668922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -1668923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16793 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -1668921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16797 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1668924.500000 Penalty: 4994.456055
	Iteration 192Q: 3 clusters Score -1668924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -1668925.125000 Penalty: 4994.456055
	Iteration 193Q: 3 clusters Score -1668925 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -1668925 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16811 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -1668924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16817 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1668931.375000 Penalty: 4994.456055
	Iteration 196Q: 3 clusters Score -1668931 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16823 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1668927.750000 Penalty: 4994.456055
	Iteration 197Q: 3 clusters Score -1668928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16828 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1668929.375000 Penalty: 4994.456055
	Iteration 198Q: 3 clusters Score -1668929 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16834 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1668930.250000 Penalty: 4994.456055
	Iteration 199Q: 3 clusters Score -1668930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16840 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1668928.500000 Penalty: 4994.456055
	Iteration 200F: 3 clusters Score -1668928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16843 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1668934.125000 Penalty: 4994.456055
	Iteration 201Q: 3 clusters Score -1668934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -1668930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16855 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1668933.750000 Penalty: 4994.456055
	Iteration 203Q: 3 clusters Score -1668934 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16867 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1668936.625000 Penalty: 4994.456055
	Iteration 204Q: 3 clusters Score -1668937 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16881 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -1668934 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16893 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -1668934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16896 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1668935.500000 Penalty: 4994.456055
	Iteration 207Q: 3 clusters Score -1668936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16899 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -1668936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16902 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -1668932.250000 Penalty: 4994.456055
	Iteration 209Q: 3 clusters Score -1668932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16908 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -1668936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16916 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -1668936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16923 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1668937.375000 Penalty: 4994.456055
	Iteration 212Q: 3 clusters Score -1668937 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16931 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1668938.625000 Penalty: 4994.456055
	Iteration 213Q: 3 clusters Score -1668939 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16943 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -1668939 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -1668935 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16970 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -1668938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16976 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1668940.125000 Penalty: 4994.456055
	Iteration 217Q: 3 clusters Score -1668940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -1668938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16986 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -1668939 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
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	Iteration 220F: 3 clusters Score -1668939 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17001 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -1668940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17009 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1668945.125000 Penalty: 4994.456055
	Iteration 222Q: 3 clusters Score -1668945 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17014 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1668943.000000 Penalty: 4994.456055
	Iteration 223Q: 3 clusters Score -1668943 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17022 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -1668938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17027 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
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	Iteration 225Q: 3 clusters Score -1668935 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17034 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
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	Iteration 226Q: 3 clusters Score -1668940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
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	Iteration 227Q: 3 clusters Score -1668939 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
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	Iteration 228Q: 3 clusters Score -1668941 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17050 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1668948.000000 Penalty: 4994.456055
	Iteration 229Q: 3 clusters Score -1668948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17053 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1668944.750000 Penalty: 4994.456055
	Iteration 230Q: 3 clusters Score -1668945 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1668948.375000 Penalty: 4994.456055
	Iteration 231Q: 3 clusters Score -1668948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17061 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1668945.250000 Penalty: 4994.456055
	Iteration 232Q: 3 clusters Score -1668945 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1668944.250000 Penalty: 4994.456055
	Iteration 233Q: 3 clusters Score -1668944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17072 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1668944.750000 Penalty: 4994.456055
	Iteration 234Q: 3 clusters Score -1668945 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1668947.875000 Penalty: 4994.456055
	Iteration 235Q: 3 clusters Score -1668948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17079 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1668947.500000 Penalty: 4994.456055
	Iteration 236Q: 3 clusters Score -1668948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17081 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1668948.750000 Penalty: 4994.456055
	Iteration 237Q: 3 clusters Score -1668949 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17081 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1668948.750000 Penalty: 4994.456055
	Iteration 238F: 3 clusters Score -1668949 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Entering Unmasked Estep 
Score: -666501.937500 Penalty: 2242.014893
	Iteration 0F: 2 clusters Score -666501.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -659865.687500 Penalty: 4484.029785
	Iteration 0F: 3 clusters Score -659865.7 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -661704.937500 Penalty: 4484.029785
	Iteration 1F: 3 clusters Score -661704.9 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -661962.250000 Penalty: 4484.029785
	Iteration 2F: 3 clusters Score -661962.2 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -662115.562500 Penalty: 4484.029785
	Iteration 3Q: 3 clusters Score -662115.6 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -662262.875000 Penalty: 4484.029785
	Iteration 4Q: 3 clusters Score -662262.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -662383.750000 Penalty: 4484.029785
	Iteration 5Q: 3 clusters Score -662383.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -662490.187500 Penalty: 4484.029785
	Iteration 6Q: 3 clusters Score -662490.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -662578.875000 Penalty: 4484.029785
	Iteration 7Q: 3 clusters Score -662578.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -662673.750000 Penalty: 4484.029785
	Iteration 8Q: 3 clusters Score -662673.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -662770.937500 Penalty: 4484.029785
	Iteration 9Q: 3 clusters Score -662770.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -662877.062500 Penalty: 4484.029785
	Iteration 10Q: 3 clusters Score -662877.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -663018.500000 Penalty: 4484.029785
	Iteration 11Q: 3 clusters Score -663018.5 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -663230.312500 Penalty: 4484.029785
	Iteration 12Q: 3 clusters Score -663230.3 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -663495.187500 Penalty: 4484.029785
	Iteration 13Q: 3 clusters Score -663495.2 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -663750.687500 Penalty: 4484.029785
	Iteration 14Q: 3 clusters Score -663750.7 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -663971.062500 Penalty: 4484.029785
	Iteration 15Q: 3 clusters Score -663971.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -664149.062500 Penalty: 4484.029785
	Iteration 16Q: 3 clusters Score -664149.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -664296.687500 Penalty: 4484.029785
	Iteration 17Q: 3 clusters Score -664296.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -664392.937500 Penalty: 4484.029785
	Iteration 18Q: 3 clusters Score -664392.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -664451.937500 Penalty: 4484.029785
	Iteration 19Q: 3 clusters Score -664451.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -664483.500000 Penalty: 4484.029785
	Iteration 20F: 3 clusters Score -664483.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -664501.000000 Penalty: 4484.029785
	Iteration 21Q: 3 clusters Score -664501 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -664522.062500 Penalty: 4484.029785
	Iteration 22Q: 3 clusters Score -664522.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -664541.312500 Penalty: 4484.029785
	Iteration 23Q: 3 clusters Score -664541.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -664558.625000 Penalty: 4484.029785
	Iteration 24Q: 3 clusters Score -664558.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -664581.812500 Penalty: 4484.029785
	Iteration 25Q: 3 clusters Score -664581.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -664605.312500 Penalty: 4484.029785
	Iteration 26Q: 3 clusters Score -664605.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -664619.000000 Penalty: 4484.029785
	Iteration 27Q: 3 clusters Score -664619 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -664625.250000 Penalty: 4484.029785
	Iteration 28Q: 3 clusters Score -664625.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -664634.062500 Penalty: 4484.029785
	Iteration 29Q: 3 clusters Score -664634.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -664635.812500 Penalty: 4484.029785
	Iteration 30Q: 3 clusters Score -664635.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -664635.437500 Penalty: 4484.029785
	Iteration 31Q: 3 clusters Score -664635.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -664641.937500 Penalty: 4484.029785
	Iteration 32Q: 3 clusters Score -664641.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -664642.000000 Penalty: 4484.029785
	Iteration 33Q: 3 clusters Score -664642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -664643.250000 Penalty: 4484.029785
	Iteration 34Q: 3 clusters Score -664643.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -664643.625000 Penalty: 4484.029785
	Iteration 35Q: 3 clusters Score -664643.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -664643.625000 Penalty: 4484.029785
	Iteration 36F: 3 clusters Score -664643.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Entering Unmasked Estep 
Score: -149060.390625 Penalty: 1913.571777
	Iteration 0F: 2 clusters Score -149060.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -146281.890625 Penalty: 3827.143555
	Iteration 0F: 3 clusters Score -146281.9 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -146924.890625 Penalty: 3827.143555
	Iteration 1F: 3 clusters Score -146924.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -147126.921875 Penalty: 3827.143555
	Iteration 2F: 3 clusters Score -147126.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -147254.562500 Penalty: 3827.143555
	Iteration 3F: 3 clusters Score -147254.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -147353.593750 Penalty: 3827.143555
	Iteration 4Q: 3 clusters Score -147353.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -147496.156250 Penalty: 3827.143555
	Iteration 5Q: 3 clusters Score -147496.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -147661.546875 Penalty: 3827.143555
	Iteration 6Q: 3 clusters Score -147661.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -147818.656250 Penalty: 3827.143555
	Iteration 7Q: 3 clusters Score -147818.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -147940.281250 Penalty: 3827.143555
	Iteration 8Q: 3 clusters Score -147940.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -148015.656250 Penalty: 3827.143555
	Iteration 9Q: 3 clusters Score -148015.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -148069.500000 Penalty: 3827.143555
	Iteration 10Q: 3 clusters Score -148069.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -148112.968750 Penalty: 3827.143555
	Iteration 11Q: 3 clusters Score -148113 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -148138.703125 Penalty: 3827.143555
	Iteration 12Q: 3 clusters Score -148138.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -148151.468750 Penalty: 3827.143555
	Iteration 13Q: 3 clusters Score -148151.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -148159.093750 Penalty: 3827.143555
	Iteration 14Q: 3 clusters Score -148159.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -148169.515625 Penalty: 3827.143555
	Iteration 15Q: 3 clusters Score -148169.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -148179.328125 Penalty: 3827.143555
	Iteration 16Q: 3 clusters Score -148179.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -148190.609375 Penalty: 3827.143555
	Iteration 17Q: 3 clusters Score -148190.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -148202.671875 Penalty: 3827.143555
	Iteration 18Q: 3 clusters Score -148202.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -148213.250000 Penalty: 3827.143555
	Iteration 19Q: 3 clusters Score -148213.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -148234.296875 Penalty: 3827.143555
	Iteration 20F: 3 clusters Score -148234.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -148259.921875 Penalty: 3827.143555
	Iteration 21Q: 3 clusters Score -148259.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -148273.453125 Penalty: 3827.143555
	Iteration 22Q: 3 clusters Score -148273.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -148280.390625 Penalty: 3827.143555
	Iteration 23Q: 3 clusters Score -148280.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -148283.921875 Penalty: 3827.143555
	Iteration 24Q: 3 clusters Score -148283.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -148288.046875 Penalty: 3827.143555
	Iteration 25Q: 3 clusters Score -148288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -148291.718750 Penalty: 3827.143555
	Iteration 26Q: 3 clusters Score -148291.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -148293.468750 Penalty: 3827.143555
	Iteration 27Q: 3 clusters Score -148293.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -148294.218750 Penalty: 3827.143555
	Iteration 28Q: 3 clusters Score -148294.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -148295.046875 Penalty: 3827.143555
	Iteration 29Q: 3 clusters Score -148295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -148295.843750 Penalty: 3827.143555
	Iteration 30Q: 3 clusters Score -148295.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -148296.953125 Penalty: 3827.143555
	Iteration 31Q: 3 clusters Score -148297 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -148299.093750 Penalty: 3827.143555
	Iteration 32Q: 3 clusters Score -148299.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -148301.531250 Penalty: 3827.143555
	Iteration 33Q: 3 clusters Score -148301.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -148302.500000 Penalty: 3827.143555
	Iteration 34Q: 3 clusters Score -148302.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -148302.500000 Penalty: 3827.143555
	Iteration 35F: 3 clusters Score -148302.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (61213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61213 members 
Entering Unmasked Estep 
Score: -4972927.500000 Penalty: 2733.484375
	Iteration 0F: 2 clusters Score -4972928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30707 members 
Mstep: Class 2 contains 30506 members 
Entering Unmasked Estep 
Score: -4931839.000000 Penalty: 5466.968750
	Iteration 0F: 3 clusters Score -4931839 nChanged 28457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32004 members 
Mstep: Class 2 contains 29209 members 
Entering Unmasked Estep 
Score: -4947757.000000 Penalty: 5466.968750
	Iteration 1F: 3 clusters Score -4947757 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33210 members 
Mstep: Class 2 contains 28003 members 
Entering Unmasked Estep 
Score: -4948815.000000 Penalty: 5466.968750
	Iteration 2Q: 3 clusters Score -4948815 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34989 members 
Mstep: Class 2 contains 26224 members 
Entering Unmasked Estep 
Score: -4950434.500000 Penalty: 5466.968750
	Iteration 3F: 3 clusters Score -4950434 nChanged 4077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37580 members 
Mstep: Class 2 contains 23633 members 
Entering Unmasked Estep 
Score: -4953073.500000 Penalty: 5466.968750
	Iteration 4F: 3 clusters Score -4953074 nChanged 4859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40775 members 
Mstep: Class 2 contains 20438 members 
Entering Unmasked Estep 
Score: -4956636.000000 Penalty: 5466.968750
	Iteration 5F: 3 clusters Score -4956636 nChanged 4829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44252 members 
Mstep: Class 2 contains 16961 members 
Entering Unmasked Estep 
Score: -4960270.500000 Penalty: 5466.968750
	Iteration 6F: 3 clusters Score -4960270 nChanged 4064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47426 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -4963304.000000 Penalty: 5466.968750
	Iteration 7F: 3 clusters Score -4963304 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49997 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -4965487.500000 Penalty: 5466.968750
	Iteration 8Q: 3 clusters Score -4965488 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52063 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -4967163.500000 Penalty: 5466.968750
	Iteration 9Q: 3 clusters Score -4967164 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53563 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -4968422.000000 Penalty: 5466.968750
	Iteration 10Q: 3 clusters Score -4968422 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54600 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -4969154.000000 Penalty: 5466.968750
	Iteration 11Q: 3 clusters Score -4969154 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55331 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -4969587.000000 Penalty: 5466.968750
	Iteration 12Q: 3 clusters Score -4969587 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55844 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -4969892.000000 Penalty: 5466.968750
	Iteration 13Q: 3 clusters Score -4969892 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56261 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -4970078.500000 Penalty: 5466.968750
	Iteration 14Q: 3 clusters Score -4970078 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56616 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -4970247.000000 Penalty: 5466.968750
	Iteration 15Q: 3 clusters Score -4970247 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56936 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -4970323.500000 Penalty: 5466.968750
	Iteration 16Q: 3 clusters Score -4970324 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57217 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -4970430.000000 Penalty: 5466.968750
	Iteration 17Q: 3 clusters Score -4970430 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57459 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -4970510.500000 Penalty: 5466.968750
	Iteration 18Q: 3 clusters Score -4970510 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57664 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -4970576.000000 Penalty: 5466.968750
	Iteration 19Q: 3 clusters Score -4970576 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57839 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -4970618.000000 Penalty: 5466.968750
	Iteration 20F: 3 clusters Score -4970618 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57971 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -4970644.000000 Penalty: 5466.968750
	Iteration 21Q: 3 clusters Score -4970644 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58086 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -4970663.500000 Penalty: 5466.968750
	Iteration 22Q: 3 clusters Score -4970664 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58192 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -4970712.000000 Penalty: 5466.968750
	Iteration 23Q: 3 clusters Score -4970712 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58315 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -4970738.000000 Penalty: 5466.968750
	Iteration 24Q: 3 clusters Score -4970738 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58412 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -4970769.500000 Penalty: 5466.968750
	Iteration 25Q: 3 clusters Score -4970770 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58490 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -4970767.000000 Penalty: 5466.968750
	Iteration 26Q: 3 clusters Score -4970767 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58550 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -4970775.500000 Penalty: 5466.968750
	Iteration 27Q: 3 clusters Score -4970776 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58609 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -4970798.500000 Penalty: 5466.968750
	Iteration 28Q: 3 clusters Score -4970798 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58665 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -4970821.500000 Penalty: 5466.968750
	Iteration 29Q: 3 clusters Score -4970822 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58719 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -4970830.500000 Penalty: 5466.968750
	Iteration 30Q: 3 clusters Score -4970830 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58772 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -4970843.500000 Penalty: 5466.968750
	Iteration 31Q: 3 clusters Score -4970844 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58821 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -4970837.000000 Penalty: 5466.968750
	Iteration 32Q: 3 clusters Score -4970837 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58862 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -4970841.000000 Penalty: 5466.968750
	Iteration 33Q: 3 clusters Score -4970841 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58910 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -4970851.500000 Penalty: 5466.968750
	Iteration 34Q: 3 clusters Score -4970852 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58950 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -4970858.500000 Penalty: 5466.968750
	Iteration 35Q: 3 clusters Score -4970858 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59000 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -4970879.000000 Penalty: 5466.968750
	Iteration 36Q: 3 clusters Score -4970879 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59055 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -4970901.500000 Penalty: 5466.968750
	Iteration 37Q: 3 clusters Score -4970902 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59104 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -4970923.500000 Penalty: 5466.968750
	Iteration 38Q: 3 clusters Score -4970924 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59145 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -4970927.500000 Penalty: 5466.968750
	Iteration 39Q: 3 clusters Score -4970928 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59179 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -4970931.000000 Penalty: 5466.968750
	Iteration 40F: 3 clusters Score -4970931 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59206 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -4970929.000000 Penalty: 5466.968750
	Iteration 41Q: 3 clusters Score -4970929 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59235 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -4970945.500000 Penalty: 5466.968750
	Iteration 42Q: 3 clusters Score -4970946 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59256 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -4970947.000000 Penalty: 5466.968750
	Iteration 43Q: 3 clusters Score -4970947 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59276 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -4970958.500000 Penalty: 5466.968750
	Iteration 44Q: 3 clusters Score -4970958 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59297 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -4970961.500000 Penalty: 5466.968750
	Iteration 45Q: 3 clusters Score -4970962 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59311 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -4970965.500000 Penalty: 5466.968750
	Iteration 46Q: 3 clusters Score -4970966 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59323 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -4970961.000000 Penalty: 5466.968750
	Iteration 47Q: 3 clusters Score -4970961 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59330 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -4970962.000000 Penalty: 5466.968750
	Iteration 48Q: 3 clusters Score -4970962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59337 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -4970963.500000 Penalty: 5466.968750
	Iteration 49Q: 3 clusters Score -4970964 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59351 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -4970963.000000 Penalty: 5466.968750
	Iteration 50Q: 3 clusters Score -4970963 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59359 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -4970961.000000 Penalty: 5466.968750
	Iteration 51Q: 3 clusters Score -4970961 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59367 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -4970971.000000 Penalty: 5466.968750
	Iteration 52Q: 3 clusters Score -4970971 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59377 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -4970965.500000 Penalty: 5466.968750
	Iteration 53Q: 3 clusters Score -4970966 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59387 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -4970969.000000 Penalty: 5466.968750
	Iteration 54Q: 3 clusters Score -4970969 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59396 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -4970984.500000 Penalty: 5466.968750
	Iteration 55Q: 3 clusters Score -4970984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59402 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -4970982.000000 Penalty: 5466.968750
	Iteration 56Q: 3 clusters Score -4970982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59408 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -4970990.000000 Penalty: 5466.968750
	Iteration 57Q: 3 clusters Score -4970990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59413 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -4970993.500000 Penalty: 5466.968750
	Iteration 58Q: 3 clusters Score -4970994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59415 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -4970987.500000 Penalty: 5466.968750
	Iteration 59Q: 3 clusters Score -4970988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59418 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -4970987.500000 Penalty: 5466.968750
	Iteration 60F: 3 clusters Score -4970988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59423 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -4970995.000000 Penalty: 5466.968750
	Iteration 61Q: 3 clusters Score -4970995 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59424 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -4970998.500000 Penalty: 5466.968750
	Iteration 62Q: 3 clusters Score -4970998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59430 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -4970997.000000 Penalty: 5466.968750
	Iteration 63Q: 3 clusters Score -4970997 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59436 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -4971001.000000 Penalty: 5466.968750
	Iteration 64Q: 3 clusters Score -4971001 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59442 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -4971003.500000 Penalty: 5466.968750
	Iteration 65Q: 3 clusters Score -4971004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59444 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -4971006.000000 Penalty: 5466.968750
	Iteration 66Q: 3 clusters Score -4971006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59447 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -4971003.500000 Penalty: 5466.968750
	Iteration 67Q: 3 clusters Score -4971004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59451 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -4971005.500000 Penalty: 5466.968750
	Iteration 68Q: 3 clusters Score -4971006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59453 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -4971007.000000 Penalty: 5466.968750
	Iteration 69Q: 3 clusters Score -4971007 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59455 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -4971005.000000 Penalty: 5466.968750
	Iteration 70Q: 3 clusters Score -4971005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59458 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -4971005.500000 Penalty: 5466.968750
	Iteration 71Q: 3 clusters Score -4971006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59460 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -4971006.500000 Penalty: 5466.968750
	Iteration 72Q: 3 clusters Score -4971006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59462 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -4971010.000000 Penalty: 5466.968750
	Iteration 73Q: 3 clusters Score -4971010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59463 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -4971006.500000 Penalty: 5466.968750
	Iteration 74Q: 3 clusters Score -4971006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59463 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -4971006.500000 Penalty: 5466.968750
	Iteration 75F: 3 clusters Score -4971006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (15504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Entering Unmasked Estep 
Score: -1234796.875000 Penalty: 2392.915527
	Iteration 0F: 2 clusters Score -1234797 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1223506.125000 Penalty: 4785.831055
	Iteration 0F: 3 clusters Score -1223506 nChanged 6672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1227068.250000 Penalty: 4785.831055
	Iteration 1F: 3 clusters Score -1227068 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -1227518.750000 Penalty: 4785.831055
	Iteration 2F: 3 clusters Score -1227519 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -1227928.000000 Penalty: 4785.831055
	Iteration 3F: 3 clusters Score -1227928 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -1228392.500000 Penalty: 4785.831055
	Iteration 4F: 3 clusters Score -1228392 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -1228985.375000 Penalty: 4785.831055
	Iteration 5F: 3 clusters Score -1228985 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -1229721.625000 Penalty: 4785.831055
	Iteration 6F: 3 clusters Score -1229722 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -1230624.000000 Penalty: 4785.831055
	Iteration 7F: 3 clusters Score -1230624 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -1231463.625000 Penalty: 4785.831055
	Iteration 8F: 3 clusters Score -1231464 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -1232079.750000 Penalty: 4785.831055
	Iteration 9Q: 3 clusters Score -1232080 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -1232506.500000 Penalty: 4785.831055
	Iteration 10Q: 3 clusters Score -1232506 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -1232834.375000 Penalty: 4785.831055
	Iteration 11Q: 3 clusters Score -1232834 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -1233053.375000 Penalty: 4785.831055
	Iteration 12Q: 3 clusters Score -1233053 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 14604 members 
Entering Unmasked Estep 
Score: -1233198.125000 Penalty: 4785.831055
	Iteration 13Q: 3 clusters Score -1233198 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -1233288.125000 Penalty: 4785.831055
	Iteration 14Q: 3 clusters Score -1233288 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -1233324.375000 Penalty: 4785.831055
	Iteration 15Q: 3 clusters Score -1233324 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -1233341.750000 Penalty: 4785.831055
	Iteration 16Q: 3 clusters Score -1233342 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -1233352.125000 Penalty: 4785.831055
	Iteration 17Q: 3 clusters Score -1233352 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -1233363.000000 Penalty: 4785.831055
	Iteration 18Q: 3 clusters Score -1233363 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -1233374.125000 Penalty: 4785.831055
	Iteration 19Q: 3 clusters Score -1233374 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -1233380.625000 Penalty: 4785.831055
	Iteration 20F: 3 clusters Score -1233381 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -1233384.500000 Penalty: 4785.831055
	Iteration 21Q: 3 clusters Score -1233384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -1233388.000000 Penalty: 4785.831055
	Iteration 22Q: 3 clusters Score -1233388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -1233390.875000 Penalty: 4785.831055
	Iteration 23Q: 3 clusters Score -1233391 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -1233394.500000 Penalty: 4785.831055
	Iteration 24Q: 3 clusters Score -1233394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -1233396.375000 Penalty: 4785.831055
	Iteration 25Q: 3 clusters Score -1233396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 14635 members 
Entering Unmasked Estep 
Score: -1233396.125000 Penalty: 4785.831055
	Iteration 26Q: 3 clusters Score -1233396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -1233397.625000 Penalty: 4785.831055
	Iteration 27Q: 3 clusters Score -1233398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -1233400.000000 Penalty: 4785.831055
	Iteration 28Q: 3 clusters Score -1233400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -1233402.750000 Penalty: 4785.831055
	Iteration 29Q: 3 clusters Score -1233403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -1233401.500000 Penalty: 4785.831055
	Iteration 30Q: 3 clusters Score -1233402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -1233401.500000 Penalty: 4785.831055
	Iteration 31F: 3 clusters Score -1233402 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Entering Unmasked Estep 
Score: -360503.906250 Penalty: 2101.312012
	Iteration 0F: 2 clusters Score -360503.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -356103.750000 Penalty: 4202.624023
	Iteration 0F: 3 clusters Score -356103.8 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -357176.218750 Penalty: 4202.624023
	Iteration 1F: 3 clusters Score -357176.2 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -357413.562500 Penalty: 4202.624023
	Iteration 2F: 3 clusters Score -357413.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -357554.968750 Penalty: 4202.624023
	Iteration 3F: 3 clusters Score -357555 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -357656.312500 Penalty: 4202.624023
	Iteration 4Q: 3 clusters Score -357656.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -357739.437500 Penalty: 4202.624023
	Iteration 5Q: 3 clusters Score -357739.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -357810.875000 Penalty: 4202.624023
	Iteration 6Q: 3 clusters Score -357810.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -357874.500000 Penalty: 4202.624023
	Iteration 7Q: 3 clusters Score -357874.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -357920.625000 Penalty: 4202.624023
	Iteration 8Q: 3 clusters Score -357920.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -357969.156250 Penalty: 4202.624023
	Iteration 9Q: 3 clusters Score -357969.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -358020.906250 Penalty: 4202.624023
	Iteration 10Q: 3 clusters Score -358020.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -358077.968750 Penalty: 4202.624023
	Iteration 11Q: 3 clusters Score -358078 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -358129.218750 Penalty: 4202.624023
	Iteration 12Q: 3 clusters Score -358129.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -358168.625000 Penalty: 4202.624023
	Iteration 13Q: 3 clusters Score -358168.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -358212.093750 Penalty: 4202.624023
	Iteration 14Q: 3 clusters Score -358212.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -358248.625000 Penalty: 4202.624023
	Iteration 15Q: 3 clusters Score -358248.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -358287.343750 Penalty: 4202.624023
	Iteration 16Q: 3 clusters Score -358287.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -358319.218750 Penalty: 4202.624023
	Iteration 17Q: 3 clusters Score -358319.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -358356.812500 Penalty: 4202.624023
	Iteration 18Q: 3 clusters Score -358356.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -358392.437500 Penalty: 4202.624023
	Iteration 19Q: 3 clusters Score -358392.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -358424.531250 Penalty: 4202.624023
	Iteration 20F: 3 clusters Score -358424.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -358448.500000 Penalty: 4202.624023
	Iteration 21Q: 3 clusters Score -358448.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -358475.437500 Penalty: 4202.624023
	Iteration 22Q: 3 clusters Score -358475.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -358504.781250 Penalty: 4202.624023
	Iteration 23Q: 3 clusters Score -358504.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -358537.312500 Penalty: 4202.624023
	Iteration 24Q: 3 clusters Score -358537.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -358565.531250 Penalty: 4202.624023
	Iteration 25Q: 3 clusters Score -358565.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -358587.250000 Penalty: 4202.624023
	Iteration 26Q: 3 clusters Score -358587.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -358611.187500 Penalty: 4202.624023
	Iteration 27Q: 3 clusters Score -358611.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -358629.750000 Penalty: 4202.624023
	Iteration 28Q: 3 clusters Score -358629.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -358645.250000 Penalty: 4202.624023
	Iteration 29Q: 3 clusters Score -358645.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -358653.593750 Penalty: 4202.624023
	Iteration 30Q: 3 clusters Score -358653.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -358661.343750 Penalty: 4202.624023
	Iteration 31Q: 3 clusters Score -358661.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -358676.531250 Penalty: 4202.624023
	Iteration 32Q: 3 clusters Score -358676.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -358693.093750 Penalty: 4202.624023
	Iteration 33Q: 3 clusters Score -358693.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -358712.093750 Penalty: 4202.624023
	Iteration 34Q: 3 clusters Score -358712.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -358727.312500 Penalty: 4202.624023
	Iteration 35Q: 3 clusters Score -358727.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -358743.593750 Penalty: 4202.624023
	Iteration 36Q: 3 clusters Score -358743.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -358765.687500 Penalty: 4202.624023
	Iteration 37Q: 3 clusters Score -358765.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -358790.656250 Penalty: 4202.624023
	Iteration 38Q: 3 clusters Score -358790.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -358809.718750 Penalty: 4202.624023
	Iteration 39Q: 3 clusters Score -358809.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -358825.656250 Penalty: 4202.624023
	Iteration 40F: 3 clusters Score -358825.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -358842.250000 Penalty: 4202.624023
	Iteration 41Q: 3 clusters Score -358842.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -358853.937500 Penalty: 4202.624023
	Iteration 42Q: 3 clusters Score -358853.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -358865.687500 Penalty: 4202.624023
	Iteration 43Q: 3 clusters Score -358865.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -358875.343750 Penalty: 4202.624023
	Iteration 44Q: 3 clusters Score -358875.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -358886.281250 Penalty: 4202.624023
	Iteration 45Q: 3 clusters Score -358886.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -358896.031250 Penalty: 4202.624023
	Iteration 46Q: 3 clusters Score -358896 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -358903.562500 Penalty: 4202.624023
	Iteration 47Q: 3 clusters Score -358903.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -358907.687500 Penalty: 4202.624023
	Iteration 48Q: 3 clusters Score -358907.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -358910.875000 Penalty: 4202.624023
	Iteration 49Q: 3 clusters Score -358910.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -358913.562500 Penalty: 4202.624023
	Iteration 50Q: 3 clusters Score -358913.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -358916.281250 Penalty: 4202.624023
	Iteration 51Q: 3 clusters Score -358916.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -358920.468750 Penalty: 4202.624023
	Iteration 52Q: 3 clusters Score -358920.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -358927.187500 Penalty: 4202.624023
	Iteration 53Q: 3 clusters Score -358927.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -358929.750000 Penalty: 4202.624023
	Iteration 54Q: 3 clusters Score -358929.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -358934.875000 Penalty: 4202.624023
	Iteration 55Q: 3 clusters Score -358934.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -358939.250000 Penalty: 4202.624023
	Iteration 56Q: 3 clusters Score -358939.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -358940.812500 Penalty: 4202.624023
	Iteration 57Q: 3 clusters Score -358940.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -358942.781250 Penalty: 4202.624023
	Iteration 58Q: 3 clusters Score -358942.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -358945.562500 Penalty: 4202.624023
	Iteration 59Q: 3 clusters Score -358945.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -358947.812500 Penalty: 4202.624023
	Iteration 60F: 3 clusters Score -358947.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -358950.468750 Penalty: 4202.624023
	Iteration 61Q: 3 clusters Score -358950.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -358953.437500 Penalty: 4202.624023
	Iteration 62Q: 3 clusters Score -358953.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -358957.218750 Penalty: 4202.624023
	Iteration 63Q: 3 clusters Score -358957.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -358963.062500 Penalty: 4202.624023
	Iteration 64Q: 3 clusters Score -358963.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -358966.937500 Penalty: 4202.624023
	Iteration 65Q: 3 clusters Score -358966.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -358972.718750 Penalty: 4202.624023
	Iteration 66Q: 3 clusters Score -358972.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -358978.781250 Penalty: 4202.624023
	Iteration 67Q: 3 clusters Score -358978.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -358981.906250 Penalty: 4202.624023
	Iteration 68Q: 3 clusters Score -358981.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -358982.906250 Penalty: 4202.624023
	Iteration 69Q: 3 clusters Score -358982.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -358982.718750 Penalty: 4202.624023
	Iteration 70Q: 3 clusters Score -358982.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -358982.718750 Penalty: 4202.624023
	Iteration 71F: 3 clusters Score -358982.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (61610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61610 members 
Entering Unmasked Estep 
Score: -4742586.000000 Penalty: 2735.087891
	Iteration 0F: 2 clusters Score -4742586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30742 members 
Mstep: Class 2 contains 30868 members 
Entering Unmasked Estep 
Score: -4701150.500000 Penalty: 5470.175781
	Iteration 0F: 3 clusters Score -4701150 nChanged 28677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29639 members 
Mstep: Class 2 contains 31971 members 
Entering Unmasked Estep 
Score: -4717510.500000 Penalty: 5470.175781
	Iteration 1F: 3 clusters Score -4717510 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29007 members 
Mstep: Class 2 contains 32603 members 
Entering Unmasked Estep 
Score: -4718669.500000 Penalty: 5470.175781
	Iteration 2Q: 3 clusters Score -4718670 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28107 members 
Mstep: Class 2 contains 33503 members 
Entering Unmasked Estep 
Score: -4720470.000000 Penalty: 5470.175781
	Iteration 3F: 3 clusters Score -4720470 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27013 members 
Mstep: Class 2 contains 34597 members 
Entering Unmasked Estep 
Score: -4722905.500000 Penalty: 5470.175781
	Iteration 4F: 3 clusters Score -4722906 nChanged 4160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25731 members 
Mstep: Class 2 contains 35879 members 
Entering Unmasked Estep 
Score: -4726021.500000 Penalty: 5470.175781
	Iteration 5F: 3 clusters Score -4726022 nChanged 4273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24482 members 
Mstep: Class 2 contains 37128 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -4729179 nChanged 4100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23500 members 
Mstep: Class 2 contains 38110 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -4732192 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22921 members 
Mstep: Class 2 contains 38689 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -4734504 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22563 members 
Mstep: Class 2 contains 39047 members 
Entering Unmasked Estep 
Score: -4736035.500000 Penalty: 5470.175781
	Iteration 9Q: 3 clusters Score -4736036 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22350 members 
Mstep: Class 2 contains 39260 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -4736848 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22250 members 
Mstep: Class 2 contains 39360 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -4737264 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22148 members 
Mstep: Class 2 contains 39462 members 
Entering Unmasked Estep 
Score: -4737493.500000 Penalty: 5470.175781
	Iteration 12Q: 3 clusters Score -4737494 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22066 members 
Mstep: Class 2 contains 39544 members 
Entering Unmasked Estep 
Score: -4737625.500000 Penalty: 5470.175781
	Iteration 13Q: 3 clusters Score -4737626 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22016 members 
Mstep: Class 2 contains 39594 members 
Entering Unmasked Estep 
Score: -4737757.500000 Penalty: 5470.175781
	Iteration 14Q: 3 clusters Score -4737758 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21958 members 
Mstep: Class 2 contains 39652 members 
Entering Unmasked Estep 
Score: -4737856.500000 Penalty: 5470.175781
	Iteration 15Q: 3 clusters Score -4737856 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21907 members 
Mstep: Class 2 contains 39703 members 
Entering Unmasked Estep 
Score: -4737908.500000 Penalty: 5470.175781
	Iteration 16Q: 3 clusters Score -4737908 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21865 members 
Mstep: Class 2 contains 39745 members 
Entering Unmasked Estep 
Score: -4737945.500000 Penalty: 5470.175781
	Iteration 17Q: 3 clusters Score -4737946 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21878 members 
Mstep: Class 2 contains 39732 members 
Entering Unmasked Estep 
Score: -4737982.500000 Penalty: 5470.175781
	Iteration 18Q: 3 clusters Score -4737982 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21899 members 
Mstep: Class 2 contains 39711 members 
Entering Unmasked Estep 
Score: -4737971.500000 Penalty: 5470.175781
	Iteration 19Q: 3 clusters Score -4737972 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21938 members 
Mstep: Class 2 contains 39672 members 
Entering Unmasked Estep 
Score: -4738002.000000 Penalty: 5470.175781
	Iteration 20F: 3 clusters Score -4738002 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21982 members 
Mstep: Class 2 contains 39628 members 
Entering Unmasked Estep 
Score: -4738023.000000 Penalty: 5470.175781
	Iteration 21Q: 3 clusters Score -4738023 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22037 members 
Mstep: Class 2 contains 39573 members 
Entering Unmasked Estep 
Score: -4738036.000000 Penalty: 5470.175781
	Iteration 22Q: 3 clusters Score -4738036 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22095 members 
Mstep: Class 2 contains 39515 members 
Entering Unmasked Estep 
Score: -4738052.500000 Penalty: 5470.175781
	Iteration 23Q: 3 clusters Score -4738052 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22151 members 
Mstep: Class 2 contains 39459 members 
Entering Unmasked Estep 
Score: -4738087.500000 Penalty: 5470.175781
	Iteration 24Q: 3 clusters Score -4738088 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22199 members 
Mstep: Class 2 contains 39411 members 
Entering Unmasked Estep 
Score: -4738107.500000 Penalty: 5470.175781
	Iteration 25Q: 3 clusters Score -4738108 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22252 members 
Mstep: Class 2 contains 39358 members 
Entering Unmasked Estep 
Score: -4738109.000000 Penalty: 5470.175781
	Iteration 26Q: 3 clusters Score -4738109 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22299 members 
Mstep: Class 2 contains 39311 members 
Entering Unmasked Estep 
Score: -4738125.500000 Penalty: 5470.175781
	Iteration 27Q: 3 clusters Score -4738126 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22361 members 
Mstep: Class 2 contains 39249 members 
Entering Unmasked Estep 
Score: -4738129.500000 Penalty: 5470.175781
	Iteration 28Q: 3 clusters Score -4738130 nChanged 152
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22437 members 
Mstep: Class 2 contains 39173 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -4738132 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22532 members 
Mstep: Class 2 contains 39078 members 
Entering Unmasked Estep 
Score: -4738140.000000 Penalty: 5470.175781
	Iteration 30Q: 3 clusters Score -4738140 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22627 members 
Mstep: Class 2 contains 38983 members 
Entering Unmasked Estep 
Score: -4738138.500000 Penalty: 5470.175781
	Iteration 31Q: 3 clusters Score -4738138 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22721 members 
Mstep: Class 2 contains 38889 members 
Entering Unmasked Estep 
Score: -4738158.500000 Penalty: 5470.175781
	Iteration 32Q: 3 clusters Score -4738158 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22816 members 
Mstep: Class 2 contains 38794 members 
Entering Unmasked Estep 
Score: -4738187.000000 Penalty: 5470.175781
	Iteration 33Q: 3 clusters Score -4738187 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22902 members 
Mstep: Class 2 contains 38708 members 
Entering Unmasked Estep 
Score: -4738180.000000 Penalty: 5470.175781
	Iteration 34Q: 3 clusters Score -4738180 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22982 members 
Mstep: Class 2 contains 38628 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -4738188 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23046 members 
Mstep: Class 2 contains 38564 members 
Entering Unmasked Estep 
Score: -4738191.000000 Penalty: 5470.175781
	Iteration 36Q: 3 clusters Score -4738191 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23127 members 
Mstep: Class 2 contains 38483 members 
Entering Unmasked Estep 
Score: -4738170.000000 Penalty: 5470.175781
	Iteration 37Q: 3 clusters Score -4738170 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23200 members 
Mstep: Class 2 contains 38410 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -4738180 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23277 members 
Mstep: Class 2 contains 38333 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -4738179 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23346 members 
Mstep: Class 2 contains 38264 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -4738180 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23411 members 
Mstep: Class 2 contains 38199 members 
Entering Unmasked Estep 
Score: -4738195.500000 Penalty: 5470.175781
	Iteration 41Q: 3 clusters Score -4738196 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23461 members 
Mstep: Class 2 contains 38149 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -4738195 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23500 members 
Mstep: Class 2 contains 38110 members 
Entering Unmasked Estep 
Score: -4738202.500000 Penalty: 5470.175781
	Iteration 43Q: 3 clusters Score -4738202 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23553 members 
Mstep: Class 2 contains 38057 members 
Entering Unmasked Estep 
Score: -4738200.500000 Penalty: 5470.175781
	Iteration 44Q: 3 clusters Score -4738200 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23595 members 
Mstep: Class 2 contains 38015 members 
Entering Unmasked Estep 
Score: -4738202.500000 Penalty: 5470.175781
	Iteration 45Q: 3 clusters Score -4738202 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23638 members 
Mstep: Class 2 contains 37972 members 
Entering Unmasked Estep 
Score: -4738207.000000 Penalty: 5470.175781
	Iteration 46Q: 3 clusters Score -4738207 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23690 members 
Mstep: Class 2 contains 37920 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -4738200 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23737 members 
Mstep: Class 2 contains 37873 members 
Entering Unmasked Estep 
Score: -4738206.500000 Penalty: 5470.175781
	Iteration 48Q: 3 clusters Score -4738206 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23788 members 
Mstep: Class 2 contains 37822 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -4738208 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23849 members 
Mstep: Class 2 contains 37761 members 
Entering Unmasked Estep 
Score: -4738215.000000 Penalty: 5470.175781
	Iteration 50Q: 3 clusters Score -4738215 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23915 members 
Mstep: Class 2 contains 37695 members 
Entering Unmasked Estep 
Score: -4738211.500000 Penalty: 5470.175781
	Iteration 51Q: 3 clusters Score -4738212 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23973 members 
Mstep: Class 2 contains 37637 members 
Entering Unmasked Estep 
Score: -4738217.500000 Penalty: 5470.175781
	Iteration 52Q: 3 clusters Score -4738218 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24028 members 
Mstep: Class 2 contains 37582 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -4738220 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24082 members 
Mstep: Class 2 contains 37528 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4738220 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24148 members 
Mstep: Class 2 contains 37462 members 
Entering Unmasked Estep 
Score: -4738223.000000 Penalty: 5470.175781
	Iteration 55Q: 3 clusters Score -4738223 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24213 members 
Mstep: Class 2 contains 37397 members 
Entering Unmasked Estep 
Score: -4738231.500000 Penalty: 5470.175781
	Iteration 56Q: 3 clusters Score -4738232 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24289 members 
Mstep: Class 2 contains 37321 members 
Entering Unmasked Estep 
Score: -4738240.000000 Penalty: 5470.175781
	Iteration 57Q: 3 clusters Score -4738240 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24369 members 
Mstep: Class 2 contains 37241 members 
Entering Unmasked Estep 
Score: -4738250.500000 Penalty: 5470.175781
	Iteration 58Q: 3 clusters Score -4738250 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24453 members 
Mstep: Class 2 contains 37157 members 
Entering Unmasked Estep 
Score: -4738242.500000 Penalty: 5470.175781
	Iteration 59Q: 3 clusters Score -4738242 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24519 members 
Mstep: Class 2 contains 37091 members 
Entering Unmasked Estep 
Score: -4738241.500000 Penalty: 5470.175781
	Iteration 60F: 3 clusters Score -4738242 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24581 members 
Mstep: Class 2 contains 37029 members 
Entering Unmasked Estep 
Score: -4738237.000000 Penalty: 5470.175781
	Iteration 61Q: 3 clusters Score -4738237 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24659 members 
Mstep: Class 2 contains 36951 members 
Entering Unmasked Estep 
Score: -4738244.500000 Penalty: 5470.175781
	Iteration 62Q: 3 clusters Score -4738244 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24754 members 
Mstep: Class 2 contains 36856 members 
Entering Unmasked Estep 
Score: -4738255.000000 Penalty: 5470.175781
	Iteration 63Q: 3 clusters Score -4738255 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24862 members 
Mstep: Class 2 contains 36748 members 
Entering Unmasked Estep 
Score: -4738251.500000 Penalty: 5470.175781
	Iteration 64Q: 3 clusters Score -4738252 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24987 members 
Mstep: Class 2 contains 36623 members 
Entering Unmasked Estep 
Score: -4738266.500000 Penalty: 5470.175781
	Iteration 65Q: 3 clusters Score -4738266 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25089 members 
Mstep: Class 2 contains 36521 members 
Entering Unmasked Estep 
Score: -4738279.000000 Penalty: 5470.175781
	Iteration 66Q: 3 clusters Score -4738279 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25198 members 
Mstep: Class 2 contains 36412 members 
Entering Unmasked Estep 
Score: -4738302.000000 Penalty: 5470.175781
	Iteration 67Q: 3 clusters Score -4738302 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25294 members 
Mstep: Class 2 contains 36316 members 
Entering Unmasked Estep 
Score: -4738312.500000 Penalty: 5470.175781
	Iteration 68Q: 3 clusters Score -4738312 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25392 members 
Mstep: Class 2 contains 36218 members 
Entering Unmasked Estep 
Score: -4738314.500000 Penalty: 5470.175781
	Iteration 69Q: 3 clusters Score -4738314 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25494 members 
Mstep: Class 2 contains 36116 members 
Entering Unmasked Estep 
Score: -4738324.000000 Penalty: 5470.175781
	Iteration 70Q: 3 clusters Score -4738324 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25579 members 
Mstep: Class 2 contains 36031 members 
Entering Unmasked Estep 
Score: -4738343.500000 Penalty: 5470.175781
	Iteration 71Q: 3 clusters Score -4738344 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25656 members 
Mstep: Class 2 contains 35954 members 
Entering Unmasked Estep 
Score: -4738334.500000 Penalty: 5470.175781
	Iteration 72Q: 3 clusters Score -4738334 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25721 members 
Mstep: Class 2 contains 35889 members 
Entering Unmasked Estep 
Score: -4738335.500000 Penalty: 5470.175781
	Iteration 73Q: 3 clusters Score -4738336 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25775 members 
Mstep: Class 2 contains 35835 members 
Entering Unmasked Estep 
Score: -4738350.500000 Penalty: 5470.175781
	Iteration 74Q: 3 clusters Score -4738350 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25823 members 
Mstep: Class 2 contains 35787 members 
Entering Unmasked Estep 
Score: -4738349.000000 Penalty: 5470.175781
	Iteration 75Q: 3 clusters Score -4738349 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25869 members 
Mstep: Class 2 contains 35741 members 
Entering Unmasked Estep 
Score: -4738357.000000 Penalty: 5470.175781
	Iteration 76Q: 3 clusters Score -4738357 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25916 members 
Mstep: Class 2 contains 35694 members 
Entering Unmasked Estep 
Score: -4738347.000000 Penalty: 5470.175781
	Iteration 77Q: 3 clusters Score -4738347 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25972 members 
Mstep: Class 2 contains 35638 members 
Entering Unmasked Estep 
Score: -4738348.500000 Penalty: 5470.175781
	Iteration 78Q: 3 clusters Score -4738348 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26034 members 
Mstep: Class 2 contains 35576 members 
Entering Unmasked Estep 
Score: -4738351.000000 Penalty: 5470.175781
	Iteration 79Q: 3 clusters Score -4738351 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26090 members 
Mstep: Class 2 contains 35520 members 
Entering Unmasked Estep 
Score: -4738348.000000 Penalty: 5470.175781
	Iteration 80F: 3 clusters Score -4738348 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26141 members 
Mstep: Class 2 contains 35469 members 
Entering Unmasked Estep 
Score: -4738336.500000 Penalty: 5470.175781
	Iteration 81Q: 3 clusters Score -4738336 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26201 members 
Mstep: Class 2 contains 35409 members 
Entering Unmasked Estep 
Score: -4738343.000000 Penalty: 5470.175781
	Iteration 82Q: 3 clusters Score -4738343 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26260 members 
Mstep: Class 2 contains 35350 members 
Entering Unmasked Estep 
Score: -4738354.500000 Penalty: 5470.175781
	Iteration 83Q: 3 clusters Score -4738354 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26333 members 
Mstep: Class 2 contains 35277 members 
Entering Unmasked Estep 
Score: -4738369.500000 Penalty: 5470.175781
	Iteration 84Q: 3 clusters Score -4738370 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26429 members 
Mstep: Class 2 contains 35181 members 
Entering Unmasked Estep 
Score: -4738375.000000 Penalty: 5470.175781
	Iteration 85Q: 3 clusters Score -4738375 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26535 members 
Mstep: Class 2 contains 35075 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4738376 nChanged 120
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26655 members 
Mstep: Class 2 contains 34955 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4738376 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26782 members 
Mstep: Class 2 contains 34828 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4738370 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26904 members 
Mstep: Class 2 contains 34706 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4738376 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27033 members 
Mstep: Class 2 contains 34577 members 
Entering Unmasked Estep 
Score: -4738391.000000 Penalty: 5470.175781
	Iteration 90Q: 3 clusters Score -4738391 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27165 members 
Mstep: Class 2 contains 34445 members 
Entering Unmasked Estep 
Score: -4738413.000000 Penalty: 5470.175781
	Iteration 91Q: 3 clusters Score -4738413 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27308 members 
Mstep: Class 2 contains 34302 members 
Entering Unmasked Estep 
Score: -4738426.500000 Penalty: 5470.175781
	Iteration 92Q: 3 clusters Score -4738426 nChanged 158
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27462 members 
Mstep: Class 2 contains 34148 members 
Entering Unmasked Estep 
Score: -4738460.500000 Penalty: 5470.175781
	Iteration 93Q: 3 clusters Score -4738460 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27638 members 
Mstep: Class 2 contains 33972 members 
Entering Unmasked Estep 
Score: -4738474.000000 Penalty: 5470.175781
	Iteration 94Q: 3 clusters Score -4738474 nChanged 168
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Mstep: Class 1 contains 27806 members 
Mstep: Class 2 contains 33804 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4738493 nChanged 193
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27999 members 
Mstep: Class 2 contains 33611 members 
Entering Unmasked Estep 
Score: -4738511.500000 Penalty: 5470.175781
	Iteration 96Q: 3 clusters Score -4738512 nChanged 196
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28191 members 
Mstep: Class 2 contains 33419 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4738512 nChanged 211
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28402 members 
Mstep: Class 2 contains 33208 members 
Entering Unmasked Estep 
Score: -4738531.000000 Penalty: 5470.175781
	Iteration 98Q: 3 clusters Score -4738531 nChanged 248
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28644 members 
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Mstep: Class 1 contains 28913 members 
Mstep: Class 2 contains 32697 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 29211 members 
Mstep: Class 2 contains 32399 members 
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Mstep: Class 1 contains 29558 members 
Mstep: Class 2 contains 32052 members 
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Mstep: Class 1 contains 29909 members 
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Mstep: Class 1 contains 30259 members 
Mstep: Class 2 contains 31351 members 
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Mstep: Class 1 contains 31044 members 
Mstep: Class 2 contains 30566 members 
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Mstep: Class 1 contains 31875 members 
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Mstep: Class 1 contains 32674 members 
Mstep: Class 2 contains 28936 members 
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Mstep: Class 2 contains 27461 members 
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Mstep: Class 2 contains 27100 members 
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Mstep: Class 2 contains 21633 members 
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Mstep: Class 1 contains 40466 members 
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Mstep: Class 1 contains 41153 members 
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Mstep: Class 1 contains 41261 members 
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	Iteration 145Q: 3 clusters Score -4740516 nChanged 108
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	Iteration 160F: 3 clusters Score -4740640 nChanged 72
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	Iteration 162Q: 3 clusters Score -4740628 nChanged 38
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	Iteration 163Q: 3 clusters Score -4740638 nChanged 39
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	Iteration 164Q: 3 clusters Score -4740638 nChanged 42
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	Iteration 165Q: 3 clusters Score -4740636 nChanged 32
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	Iteration 166Q: 3 clusters Score -4740642 nChanged 27
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	Iteration 174Q: 3 clusters Score -4740663 nChanged 5
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	Iteration 179Q: 3 clusters Score -4740663 nChanged 14
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	Iteration 180F: 3 clusters Score -4740668 nChanged 14
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	Iteration 181Q: 3 clusters Score -4740660 nChanged 10
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	Iteration 186Q: 3 clusters Score -4740659 nChanged 5
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	Iteration 191Q: 3 clusters Score -4740662 nChanged 9
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Entering Unmasked Estep 
Score: -4740656.000000 Penalty: 5470.175781
	Iteration 192Q: 3 clusters Score -4740656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43373 members 
Mstep: Class 2 contains 18237 members 
Entering Unmasked Estep 
Score: -4740661.000000 Penalty: 5470.175781
	Iteration 193Q: 3 clusters Score -4740661 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43377 members 
Mstep: Class 2 contains 18233 members 
Entering Unmasked Estep 
Score: -4740654.500000 Penalty: 5470.175781
	Iteration 194Q: 3 clusters Score -4740654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43383 members 
Mstep: Class 2 contains 18227 members 
Entering Unmasked Estep 
Score: -4740657.000000 Penalty: 5470.175781
	Iteration 195Q: 3 clusters Score -4740657 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43389 members 
Mstep: Class 2 contains 18221 members 
Entering Unmasked Estep 
Score: -4740655.000000 Penalty: 5470.175781
	Iteration 196Q: 3 clusters Score -4740655 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43398 members 
Mstep: Class 2 contains 18212 members 
Entering Unmasked Estep 
Score: -4740648.000000 Penalty: 5470.175781
	Iteration 197Q: 3 clusters Score -4740648 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43410 members 
Mstep: Class 2 contains 18200 members 
Entering Unmasked Estep 
Score: -4740647.000000 Penalty: 5470.175781
	Iteration 198Q: 3 clusters Score -4740647 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43420 members 
Mstep: Class 2 contains 18190 members 
Entering Unmasked Estep 
Score: -4740644.500000 Penalty: 5470.175781
	Iteration 199Q: 3 clusters Score -4740644 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43434 members 
Mstep: Class 2 contains 18176 members 
Entering Unmasked Estep 
Score: -4740650.000000 Penalty: 5470.175781
	Iteration 200F: 3 clusters Score -4740650 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43444 members 
Mstep: Class 2 contains 18166 members 
Entering Unmasked Estep 
Score: -4740654.500000 Penalty: 5470.175781
	Iteration 201Q: 3 clusters Score -4740654 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43455 members 
Mstep: Class 2 contains 18155 members 
Entering Unmasked Estep 
Score: -4740650.000000 Penalty: 5470.175781
	Iteration 202Q: 3 clusters Score -4740650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43463 members 
Mstep: Class 2 contains 18147 members 
Entering Unmasked Estep 
Score: -4740658.000000 Penalty: 5470.175781
	Iteration 203Q: 3 clusters Score -4740658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43468 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -4740650.000000 Penalty: 5470.175781
	Iteration 204Q: 3 clusters Score -4740650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43475 members 
Mstep: Class 2 contains 18135 members 
Entering Unmasked Estep 
Score: -4740652.500000 Penalty: 5470.175781
	Iteration 205Q: 3 clusters Score -4740652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43480 members 
Mstep: Class 2 contains 18130 members 
Entering Unmasked Estep 
Score: -4740649.000000 Penalty: 5470.175781
	Iteration 206Q: 3 clusters Score -4740649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43482 members 
Mstep: Class 2 contains 18128 members 
Entering Unmasked Estep 
Score: -4740646.000000 Penalty: 5470.175781
	Iteration 207Q: 3 clusters Score -4740646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43485 members 
Mstep: Class 2 contains 18125 members 
Entering Unmasked Estep 
Score: -4740645.500000 Penalty: 5470.175781
	Iteration 208Q: 3 clusters Score -4740646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43491 members 
Mstep: Class 2 contains 18119 members 
Entering Unmasked Estep 
Score: -4740645.000000 Penalty: 5470.175781
	Iteration 209Q: 3 clusters Score -4740645 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43498 members 
Mstep: Class 2 contains 18112 members 
Entering Unmasked Estep 
Score: -4740642.500000 Penalty: 5470.175781
	Iteration 210Q: 3 clusters Score -4740642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43500 members 
Mstep: Class 2 contains 18110 members 
Entering Unmasked Estep 
Score: -4740643.500000 Penalty: 5470.175781
	Iteration 211Q: 3 clusters Score -4740644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43504 members 
Mstep: Class 2 contains 18106 members 
Entering Unmasked Estep 
Score: -4740643.000000 Penalty: 5470.175781
	Iteration 212Q: 3 clusters Score -4740643 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43504 members 
Mstep: Class 2 contains 18106 members 
Entering Unmasked Estep 
Score: -4740643.000000 Penalty: 5470.175781
	Iteration 213F: 3 clusters Score -4740643 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Entering Unmasked Estep 
Score: -439415.718750 Penalty: 2139.526367
	Iteration 0F: 2 clusters Score -439415.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -434471.468750 Penalty: 4279.052734
	Iteration 0F: 3 clusters Score -434471.5 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -435677.156250 Penalty: 4279.052734
	Iteration 1F: 3 clusters Score -435677.2 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -435929.468750 Penalty: 4279.052734
	Iteration 2F: 3 clusters Score -435929.5 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -436076.187500 Penalty: 4279.052734
	Iteration 3F: 3 clusters Score -436076.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -436207.500000 Penalty: 4279.052734
	Iteration 4Q: 3 clusters Score -436207.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -436322.968750 Penalty: 4279.052734
	Iteration 5Q: 3 clusters Score -436323 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -436410.218750 Penalty: 4279.052734
	Iteration 6Q: 3 clusters Score -436410.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -436487.343750 Penalty: 4279.052734
	Iteration 7Q: 3 clusters Score -436487.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -436559.812500 Penalty: 4279.052734
	Iteration 8Q: 3 clusters Score -436559.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -436614.125000 Penalty: 4279.052734
	Iteration 9Q: 3 clusters Score -436614.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -436660.593750 Penalty: 4279.052734
	Iteration 10Q: 3 clusters Score -436660.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -436714.468750 Penalty: 4279.052734
	Iteration 11Q: 3 clusters Score -436714.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -436757.562500 Penalty: 4279.052734
	Iteration 12Q: 3 clusters Score -436757.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -436794.406250 Penalty: 4279.052734
	Iteration 13Q: 3 clusters Score -436794.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -436837.625000 Penalty: 4279.052734
	Iteration 14Q: 3 clusters Score -436837.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -436877.718750 Penalty: 4279.052734
	Iteration 15Q: 3 clusters Score -436877.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -436903.250000 Penalty: 4279.052734
	Iteration 16Q: 3 clusters Score -436903.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -436931.156250 Penalty: 4279.052734
	Iteration 17Q: 3 clusters Score -436931.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -436959.406250 Penalty: 4279.052734
	Iteration 18Q: 3 clusters Score -436959.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -436987.000000 Penalty: 4279.052734
	Iteration 19Q: 3 clusters Score -436987 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -437017.875000 Penalty: 4279.052734
	Iteration 20F: 3 clusters Score -437017.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -437051.500000 Penalty: 4279.052734
	Iteration 21Q: 3 clusters Score -437051.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -437089.781250 Penalty: 4279.052734
	Iteration 22Q: 3 clusters Score -437089.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -437131.843750 Penalty: 4279.052734
	Iteration 23Q: 3 clusters Score -437131.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -437173.000000 Penalty: 4279.052734
	Iteration 24Q: 3 clusters Score -437173 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -437210.250000 Penalty: 4279.052734
	Iteration 25Q: 3 clusters Score -437210.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -437241.875000 Penalty: 4279.052734
	Iteration 26Q: 3 clusters Score -437241.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -437269.875000 Penalty: 4279.052734
	Iteration 27Q: 3 clusters Score -437269.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -437293.406250 Penalty: 4279.052734
	Iteration 28Q: 3 clusters Score -437293.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -437316.937500 Penalty: 4279.052734
	Iteration 29Q: 3 clusters Score -437316.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -437345.187500 Penalty: 4279.052734
	Iteration 30Q: 3 clusters Score -437345.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -437376.031250 Penalty: 4279.052734
	Iteration 31Q: 3 clusters Score -437376 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -437395.968750 Penalty: 4279.052734
	Iteration 32Q: 3 clusters Score -437396 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -437410.812500 Penalty: 4279.052734
	Iteration 33Q: 3 clusters Score -437410.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -437426.750000 Penalty: 4279.052734
	Iteration 34Q: 3 clusters Score -437426.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -437438.843750 Penalty: 4279.052734
	Iteration 35Q: 3 clusters Score -437438.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -437449.218750 Penalty: 4279.052734
	Iteration 36Q: 3 clusters Score -437449.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -437461.750000 Penalty: 4279.052734
	Iteration 37Q: 3 clusters Score -437461.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -437470.750000 Penalty: 4279.052734
	Iteration 38Q: 3 clusters Score -437470.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -437476.531250 Penalty: 4279.052734
	Iteration 39Q: 3 clusters Score -437476.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -437484.906250 Penalty: 4279.052734
	Iteration 40F: 3 clusters Score -437484.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -437491.562500 Penalty: 4279.052734
	Iteration 41Q: 3 clusters Score -437491.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -437497.343750 Penalty: 4279.052734
	Iteration 42Q: 3 clusters Score -437497.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -437505.625000 Penalty: 4279.052734
	Iteration 43Q: 3 clusters Score -437505.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -437510.718750 Penalty: 4279.052734
	Iteration 44Q: 3 clusters Score -437510.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -437513.843750 Penalty: 4279.052734
	Iteration 45Q: 3 clusters Score -437513.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -437517.093750 Penalty: 4279.052734
	Iteration 46Q: 3 clusters Score -437517.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -437519.218750 Penalty: 4279.052734
	Iteration 47Q: 3 clusters Score -437519.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -437520.312500 Penalty: 4279.052734
	Iteration 48Q: 3 clusters Score -437520.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -437522.687500 Penalty: 4279.052734
	Iteration 49Q: 3 clusters Score -437522.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -437524.843750 Penalty: 4279.052734
	Iteration 50Q: 3 clusters Score -437524.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -437531.687500 Penalty: 4279.052734
	Iteration 51Q: 3 clusters Score -437531.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -437537.656250 Penalty: 4279.052734
	Iteration 52Q: 3 clusters Score -437537.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -437545.968750 Penalty: 4279.052734
	Iteration 53Q: 3 clusters Score -437546 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -437554.031250 Penalty: 4279.052734
	Iteration 54Q: 3 clusters Score -437554 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -437561.375000 Penalty: 4279.052734
	Iteration 55Q: 3 clusters Score -437561.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -437566.156250 Penalty: 4279.052734
	Iteration 56Q: 3 clusters Score -437566.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -437571.250000 Penalty: 4279.052734
	Iteration 57Q: 3 clusters Score -437571.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -437576.000000 Penalty: 4279.052734
	Iteration 58Q: 3 clusters Score -437576 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -437581.906250 Penalty: 4279.052734
	Iteration 59Q: 3 clusters Score -437581.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -437586.562500 Penalty: 4279.052734
	Iteration 60F: 3 clusters Score -437586.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -437589.406250 Penalty: 4279.052734
	Iteration 61Q: 3 clusters Score -437589.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -437593.218750 Penalty: 4279.052734
	Iteration 62Q: 3 clusters Score -437593.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -437595.812500 Penalty: 4279.052734
	Iteration 63Q: 3 clusters Score -437595.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -437598.843750 Penalty: 4279.052734
	Iteration 64Q: 3 clusters Score -437598.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -437599.468750 Penalty: 4279.052734
	Iteration 65Q: 3 clusters Score -437599.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -437600.781250 Penalty: 4279.052734
	Iteration 66Q: 3 clusters Score -437600.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -437603.875000 Penalty: 4279.052734
	Iteration 67Q: 3 clusters Score -437603.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -437603.843750 Penalty: 4279.052734
	Iteration 68Q: 3 clusters Score -437603.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -437603.843750 Penalty: 4279.052734
	Iteration 69F: 3 clusters Score -437603.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (6233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Entering Unmasked Estep 
Score: -458663.656250 Penalty: 2166.927979
	Iteration 0F: 2 clusters Score -458663.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -453442.375000 Penalty: 4333.855957
	Iteration 0F: 3 clusters Score -453442.4 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -455062.656250 Penalty: 4333.855957
	Iteration 1F: 3 clusters Score -455062.7 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -455620.468750 Penalty: 4333.855957
	Iteration 2F: 3 clusters Score -455620.5 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -455960.906250 Penalty: 4333.855957
	Iteration 3F: 3 clusters Score -455960.9 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -456234.593750 Penalty: 4333.855957
	Iteration 4F: 3 clusters Score -456234.6 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -456475.500000 Penalty: 4333.855957
	Iteration 5F: 3 clusters Score -456475.5 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -456712.750000 Penalty: 4333.855957
	Iteration 6F: 3 clusters Score -456712.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -456962.656250 Penalty: 4333.855957
	Iteration 7F: 3 clusters Score -456962.7 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -457180.812500 Penalty: 4333.855957
	Iteration 8Q: 3 clusters Score -457180.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -457360.937500 Penalty: 4333.855957
	Iteration 9Q: 3 clusters Score -457360.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -457489.312500 Penalty: 4333.855957
	Iteration 10Q: 3 clusters Score -457489.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -457571.281250 Penalty: 4333.855957
	Iteration 11Q: 3 clusters Score -457571.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -457639.125000 Penalty: 4333.855957
	Iteration 12Q: 3 clusters Score -457639.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -457682.125000 Penalty: 4333.855957
	Iteration 13Q: 3 clusters Score -457682.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -457725.281250 Penalty: 4333.855957
	Iteration 14Q: 3 clusters Score -457725.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -457760.875000 Penalty: 4333.855957
	Iteration 15Q: 3 clusters Score -457760.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -457784.218750 Penalty: 4333.855957
	Iteration 16Q: 3 clusters Score -457784.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -457800.000000 Penalty: 4333.855957
	Iteration 17Q: 3 clusters Score -457800 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -457810.718750 Penalty: 4333.855957
	Iteration 18Q: 3 clusters Score -457810.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -457820.500000 Penalty: 4333.855957
	Iteration 19Q: 3 clusters Score -457820.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -457832.718750 Penalty: 4333.855957
	Iteration 20F: 3 clusters Score -457832.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -457842.531250 Penalty: 4333.855957
	Iteration 21Q: 3 clusters Score -457842.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -457854.937500 Penalty: 4333.855957
	Iteration 22Q: 3 clusters Score -457854.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -457863.406250 Penalty: 4333.855957
	Iteration 23Q: 3 clusters Score -457863.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -457872.406250 Penalty: 4333.855957
	Iteration 24Q: 3 clusters Score -457872.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -457879.031250 Penalty: 4333.855957
	Iteration 25Q: 3 clusters Score -457879 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -457888.406250 Penalty: 4333.855957
	Iteration 26Q: 3 clusters Score -457888.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -457891.812500 Penalty: 4333.855957
	Iteration 27Q: 3 clusters Score -457891.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -457895.437500 Penalty: 4333.855957
	Iteration 28Q: 3 clusters Score -457895.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -457898.875000 Penalty: 4333.855957
	Iteration 29Q: 3 clusters Score -457898.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -457901.718750 Penalty: 4333.855957
	Iteration 30Q: 3 clusters Score -457901.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -457905.093750 Penalty: 4333.855957
	Iteration 31Q: 3 clusters Score -457905.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -457908.375000 Penalty: 4333.855957
	Iteration 32Q: 3 clusters Score -457908.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -457910.750000 Penalty: 4333.855957
	Iteration 33Q: 3 clusters Score -457910.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -457911.312500 Penalty: 4333.855957
	Iteration 34Q: 3 clusters Score -457911.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -457913.312500 Penalty: 4333.855957
	Iteration 35Q: 3 clusters Score -457913.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -457915.343750 Penalty: 4333.855957
	Iteration 36Q: 3 clusters Score -457915.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -457916.312500 Penalty: 4333.855957
	Iteration 37Q: 3 clusters Score -457916.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -457917.656250 Penalty: 4333.855957
	Iteration 38Q: 3 clusters Score -457917.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -457918.312500 Penalty: 4333.855957
	Iteration 39Q: 3 clusters Score -457918.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -457918.312500 Penalty: 4333.855957
	Iteration 40F: 3 clusters Score -457918.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Entering Unmasked Estep 
Score: -240875.281250 Penalty: 2000.652954
	Iteration 0F: 2 clusters Score -240875.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -237468.843750 Penalty: 4001.305908
	Iteration 0F: 3 clusters Score -237468.8 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -238231.375000 Penalty: 4001.305908
	Iteration 1F: 3 clusters Score -238231.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -238434.937500 Penalty: 4001.305908
	Iteration 2F: 3 clusters Score -238434.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -238545.375000 Penalty: 4001.305908
	Iteration 3F: 3 clusters Score -238545.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -238611.125000 Penalty: 4001.305908
	Iteration 4Q: 3 clusters Score -238611.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -238660.703125 Penalty: 4001.305908
	Iteration 5Q: 3 clusters Score -238660.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -238702.250000 Penalty: 4001.305908
	Iteration 6Q: 3 clusters Score -238702.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -238730.031250 Penalty: 4001.305908
	Iteration 7Q: 3 clusters Score -238730 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -238759.921875 Penalty: 4001.305908
	Iteration 8Q: 3 clusters Score -238759.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -238782.593750 Penalty: 4001.305908
	Iteration 9Q: 3 clusters Score -238782.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -238804.593750 Penalty: 4001.305908
	Iteration 10Q: 3 clusters Score -238804.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -238824.015625 Penalty: 4001.305908
	Iteration 11Q: 3 clusters Score -238824 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -238841.328125 Penalty: 4001.305908
	Iteration 12Q: 3 clusters Score -238841.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -238856.390625 Penalty: 4001.305908
	Iteration 13Q: 3 clusters Score -238856.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -238867.859375 Penalty: 4001.305908
	Iteration 14Q: 3 clusters Score -238867.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -238880.593750 Penalty: 4001.305908
	Iteration 15Q: 3 clusters Score -238880.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -238894.796875 Penalty: 4001.305908
	Iteration 16Q: 3 clusters Score -238894.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -238910.375000 Penalty: 4001.305908
	Iteration 17Q: 3 clusters Score -238910.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -238928.187500 Penalty: 4001.305908
	Iteration 18Q: 3 clusters Score -238928.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -238953.078125 Penalty: 4001.305908
	Iteration 19Q: 3 clusters Score -238953.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -238975.718750 Penalty: 4001.305908
	Iteration 20F: 3 clusters Score -238975.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -238993.031250 Penalty: 4001.305908
	Iteration 21Q: 3 clusters Score -238993 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -239011.453125 Penalty: 4001.305908
	Iteration 22Q: 3 clusters Score -239011.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -239025.312500 Penalty: 4001.305908
	Iteration 23Q: 3 clusters Score -239025.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -239035.578125 Penalty: 4001.305908
	Iteration 24Q: 3 clusters Score -239035.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -239047.812500 Penalty: 4001.305908
	Iteration 25Q: 3 clusters Score -239047.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -239058.812500 Penalty: 4001.305908
	Iteration 26Q: 3 clusters Score -239058.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -239066.781250 Penalty: 4001.305908
	Iteration 27Q: 3 clusters Score -239066.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -239076.281250 Penalty: 4001.305908
	Iteration 28Q: 3 clusters Score -239076.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -239086.593750 Penalty: 4001.305908
	Iteration 29Q: 3 clusters Score -239086.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -239095.593750 Penalty: 4001.305908
	Iteration 30Q: 3 clusters Score -239095.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -239102.640625 Penalty: 4001.305908
	Iteration 31Q: 3 clusters Score -239102.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -239107.281250 Penalty: 4001.305908
	Iteration 32Q: 3 clusters Score -239107.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -239108.656250 Penalty: 4001.305908
	Iteration 33Q: 3 clusters Score -239108.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -239109.578125 Penalty: 4001.305908
	Iteration 34Q: 3 clusters Score -239109.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -239110.156250 Penalty: 4001.305908
	Iteration 35Q: 3 clusters Score -239110.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -239110.281250 Penalty: 4001.305908
	Iteration 36Q: 3 clusters Score -239110.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -239111.156250 Penalty: 4001.305908
	Iteration 37Q: 3 clusters Score -239111.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -239112.062500 Penalty: 4001.305908
	Iteration 38Q: 3 clusters Score -239112.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -239112.281250 Penalty: 4001.305908
	Iteration 39Q: 3 clusters Score -239112.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -239112.718750 Penalty: 4001.305908
	Iteration 40F: 3 clusters Score -239112.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -239115.562500 Penalty: 4001.305908
	Iteration 41Q: 3 clusters Score -239115.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -239120.828125 Penalty: 4001.305908
	Iteration 42Q: 3 clusters Score -239120.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -239127.671875 Penalty: 4001.305908
	Iteration 43Q: 3 clusters Score -239127.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -239132.906250 Penalty: 4001.305908
	Iteration 44Q: 3 clusters Score -239132.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -239138.937500 Penalty: 4001.305908
	Iteration 45Q: 3 clusters Score -239138.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -239146.671875 Penalty: 4001.305908
	Iteration 46Q: 3 clusters Score -239146.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -239154.937500 Penalty: 4001.305908
	Iteration 47Q: 3 clusters Score -239154.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -239163.328125 Penalty: 4001.305908
	Iteration 48Q: 3 clusters Score -239163.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -239170.906250 Penalty: 4001.305908
	Iteration 49Q: 3 clusters Score -239170.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -239180.015625 Penalty: 4001.305908
	Iteration 50Q: 3 clusters Score -239180 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -239185.859375 Penalty: 4001.305908
	Iteration 51Q: 3 clusters Score -239185.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -239190.250000 Penalty: 4001.305908
	Iteration 52Q: 3 clusters Score -239190.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -239196.375000 Penalty: 4001.305908
	Iteration 53Q: 3 clusters Score -239196.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -239206.656250 Penalty: 4001.305908
	Iteration 54Q: 3 clusters Score -239206.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -239219.500000 Penalty: 4001.305908
	Iteration 55Q: 3 clusters Score -239219.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -239230.593750 Penalty: 4001.305908
	Iteration 56Q: 3 clusters Score -239230.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -239242.171875 Penalty: 4001.305908
	Iteration 57Q: 3 clusters Score -239242.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -239253.000000 Penalty: 4001.305908
	Iteration 58Q: 3 clusters Score -239253 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -239260.671875 Penalty: 4001.305908
	Iteration 59Q: 3 clusters Score -239260.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -239267.781250 Penalty: 4001.305908
	Iteration 60F: 3 clusters Score -239267.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -239274.062500 Penalty: 4001.305908
	Iteration 61Q: 3 clusters Score -239274.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -239281.828125 Penalty: 4001.305908
	Iteration 62Q: 3 clusters Score -239281.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -239286.375000 Penalty: 4001.305908
	Iteration 63Q: 3 clusters Score -239286.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -239291.171875 Penalty: 4001.305908
	Iteration 64Q: 3 clusters Score -239291.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -239291.781250 Penalty: 4001.305908
	Iteration 65Q: 3 clusters Score -239291.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -239293.765625 Penalty: 4001.305908
	Iteration 66Q: 3 clusters Score -239293.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -239296.453125 Penalty: 4001.305908
	Iteration 67Q: 3 clusters Score -239296.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -239296.937500 Penalty: 4001.305908
	Iteration 68Q: 3 clusters Score -239296.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -239297.375000 Penalty: 4001.305908
	Iteration 69Q: 3 clusters Score -239297.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -239297.375000 Penalty: 4001.305908
	Iteration 70F: 3 clusters Score -239297.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (77361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77361 members 
Entering Unmasked Estep 
Score: -6277526.000000 Penalty: 2791.547119
	Iteration 0F: 2 clusters Score -6277526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38562 members 
Mstep: Class 2 contains 38799 members 
Entering Unmasked Estep 
Score: -6225953.500000 Penalty: 5583.094238
	Iteration 0F: 3 clusters Score -6225954 nChanged 36134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37674 members 
Mstep: Class 2 contains 39687 members 
Entering Unmasked Estep 
Score: -6246135.000000 Penalty: 5583.094238
	Iteration 1F: 3 clusters Score -6246135 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37162 members 
Mstep: Class 2 contains 40199 members 
Entering Unmasked Estep 
Score: -6246801.500000 Penalty: 5583.094238
	Iteration 2Q: 3 clusters Score -6246802 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36397 members 
Mstep: Class 2 contains 40964 members 
Entering Unmasked Estep 
Score: -6247395.500000 Penalty: 5583.094238
	Iteration 3Q: 3 clusters Score -6247396 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35343 members 
Mstep: Class 2 contains 42018 members 
Entering Unmasked Estep 
Score: -6248076.000000 Penalty: 5583.094238
	Iteration 4Q: 3 clusters Score -6248076 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33796 members 
Mstep: Class 2 contains 43565 members 
Entering Unmasked Estep 
Score: -6248933.500000 Penalty: 5583.094238
	Iteration 5Q: 3 clusters Score -6248934 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31583 members 
Mstep: Class 2 contains 45778 members 
Entering Unmasked Estep 
Score: -6250190.500000 Penalty: 5583.094238
	Iteration 6Q: 3 clusters Score -6250190 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28449 members 
Mstep: Class 2 contains 48912 members 
Entering Unmasked Estep 
Score: -6252001.000000 Penalty: 5583.094238
	Iteration 7Q: 3 clusters Score -6252001 nChanged 4550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24175 members 
Mstep: Class 2 contains 53186 members 
Entering Unmasked Estep 
Score: -6254878.500000 Penalty: 5583.094238
	Iteration 8F: 3 clusters Score -6254878 nChanged 5440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18859 members 
Mstep: Class 2 contains 58502 members 
Entering Unmasked Estep 
Score: -6258911.500000 Penalty: 5583.094238
	Iteration 9F: 3 clusters Score -6258912 nChanged 5761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 64223 members 
Entering Unmasked Estep 
Score: -6263710.500000 Penalty: 5583.094238
	Iteration 10F: 3 clusters Score -6263710 nChanged 5111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 69318 members 
Entering Unmasked Estep 
Score: -6268250.000000 Penalty: 5583.094238
	Iteration 11F: 3 clusters Score -6268250 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 73106 members 
Entering Unmasked Estep 
Score: -6271694.500000 Penalty: 5583.094238
	Iteration 12Q: 3 clusters Score -6271694 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 75203 members 
Entering Unmasked Estep 
Score: -6273532.000000 Penalty: 5583.094238
	Iteration 13Q: 3 clusters Score -6273532 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 76144 members 
Entering Unmasked Estep 
Score: -6274321.000000 Penalty: 5583.094238
	Iteration 14Q: 3 clusters Score -6274321 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 76573 members 
Entering Unmasked Estep 
Score: -6274695.500000 Penalty: 5583.094238
	Iteration 15Q: 3 clusters Score -6274696 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 76750 members 
Entering Unmasked Estep 
Score: -6274889.000000 Penalty: 5583.094238
	Iteration 16Q: 3 clusters Score -6274889 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 76830 members 
Entering Unmasked Estep 
Score: -6274972.000000 Penalty: 5583.094238
	Iteration 17Q: 3 clusters Score -6274972 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 76871 members 
Entering Unmasked Estep 
Score: -6275030.500000 Penalty: 5583.094238
	Iteration 18Q: 3 clusters Score -6275030 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 76903 members 
Entering Unmasked Estep 
Score: -6275072.000000 Penalty: 5583.094238
	Iteration 19Q: 3 clusters Score -6275072 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 76922 members 
Entering Unmasked Estep 
Score: -6275102.000000 Penalty: 5583.094238
	Iteration 20F: 3 clusters Score -6275102 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 76932 members 
Entering Unmasked Estep 
Score: -6275135.000000 Penalty: 5583.094238
	Iteration 21Q: 3 clusters Score -6275135 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 76945 members 
Entering Unmasked Estep 
Score: -6275153.500000 Penalty: 5583.094238
	Iteration 22Q: 3 clusters Score -6275154 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 76954 members 
Entering Unmasked Estep 
Score: -6275176.500000 Penalty: 5583.094238
	Iteration 23Q: 3 clusters Score -6275176 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 76960 members 
Entering Unmasked Estep 
Score: -6275178.500000 Penalty: 5583.094238
	Iteration 24Q: 3 clusters Score -6275178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 76964 members 
Entering Unmasked Estep 
Score: -6275193.000000 Penalty: 5583.094238
	Iteration 25Q: 3 clusters Score -6275193 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 76964 members 
Entering Unmasked Estep 
Score: -6275195.500000 Penalty: 5583.094238
	Iteration 26Q: 3 clusters Score -6275196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 76963 members 
Entering Unmasked Estep 
Score: -6275200.500000 Penalty: 5583.094238
	Iteration 27Q: 3 clusters Score -6275200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 76965 members 
Entering Unmasked Estep 
Score: -6275208.000000 Penalty: 5583.094238
	Iteration 28Q: 3 clusters Score -6275208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 76965 members 
Entering Unmasked Estep 
Score: -6275209.000000 Penalty: 5583.094238
	Iteration 29Q: 3 clusters Score -6275209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 76963 members 
Entering Unmasked Estep 
Score: -6275210.500000 Penalty: 5583.094238
	Iteration 30Q: 3 clusters Score -6275210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 76962 members 
Entering Unmasked Estep 
Score: -6275210.500000 Penalty: 5583.094238
	Iteration 31Q: 3 clusters Score -6275210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 76962 members 
Entering Unmasked Estep 
Score: -6275210.500000 Penalty: 5583.094238
	Iteration 32F: 3 clusters Score -6275210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (5007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Entering Unmasked Estep 
Score: -360242.656250 Penalty: 2112.610840
	Iteration 0F: 2 clusters Score -360242.7 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 2395 members 
Entering Unmasked Estep 
Score: -355748.906250 Penalty: 4225.221680
	Iteration 0F: 3 clusters Score -355748.9 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -356886.812500 Penalty: 4225.221680
	Iteration 1F: 3 clusters Score -356886.8 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -357139.906250 Penalty: 4225.221680
	Iteration 2F: 3 clusters Score -357139.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -357309.250000 Penalty: 4225.221680
	Iteration 3F: 3 clusters Score -357309.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -357435.250000 Penalty: 4225.221680
	Iteration 4Q: 3 clusters Score -357435.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -357532.000000 Penalty: 4225.221680
	Iteration 5Q: 3 clusters Score -357532 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -357615.281250 Penalty: 4225.221680
	Iteration 6Q: 3 clusters Score -357615.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -357686.312500 Penalty: 4225.221680
	Iteration 7Q: 3 clusters Score -357686.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -357756.218750 Penalty: 4225.221680
	Iteration 8Q: 3 clusters Score -357756.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -357816.687500 Penalty: 4225.221680
	Iteration 9Q: 3 clusters Score -357816.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -357890.125000 Penalty: 4225.221680
	Iteration 10Q: 3 clusters Score -357890.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -357965.593750 Penalty: 4225.221680
	Iteration 11Q: 3 clusters Score -357965.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -358030.937500 Penalty: 4225.221680
	Iteration 12Q: 3 clusters Score -358030.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -358079.406250 Penalty: 4225.221680
	Iteration 13Q: 3 clusters Score -358079.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -358135.000000 Penalty: 4225.221680
	Iteration 14Q: 3 clusters Score -358135 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -358174.062500 Penalty: 4225.221680
	Iteration 15Q: 3 clusters Score -358174.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -358209.375000 Penalty: 4225.221680
	Iteration 16Q: 3 clusters Score -358209.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -358248.593750 Penalty: 4225.221680
	Iteration 17Q: 3 clusters Score -358248.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -358282.187500 Penalty: 4225.221680
	Iteration 18Q: 3 clusters Score -358282.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -358309.968750 Penalty: 4225.221680
	Iteration 19Q: 3 clusters Score -358310 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -358334.781250 Penalty: 4225.221680
	Iteration 20F: 3 clusters Score -358334.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -358355.750000 Penalty: 4225.221680
	Iteration 21Q: 3 clusters Score -358355.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -358370.843750 Penalty: 4225.221680
	Iteration 22Q: 3 clusters Score -358370.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -358384.812500 Penalty: 4225.221680
	Iteration 23Q: 3 clusters Score -358384.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -358394.375000 Penalty: 4225.221680
	Iteration 24Q: 3 clusters Score -358394.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -358401.437500 Penalty: 4225.221680
	Iteration 25Q: 3 clusters Score -358401.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -358407.031250 Penalty: 4225.221680
	Iteration 26Q: 3 clusters Score -358407 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -358408.500000 Penalty: 4225.221680
	Iteration 27Q: 3 clusters Score -358408.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -358409.125000 Penalty: 4225.221680
	Iteration 28Q: 3 clusters Score -358409.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -358411.531250 Penalty: 4225.221680
	Iteration 29Q: 3 clusters Score -358411.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -358411.437500 Penalty: 4225.221680
	Iteration 30Q: 3 clusters Score -358411.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -358412.437500 Penalty: 4225.221680
	Iteration 31Q: 3 clusters Score -358412.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -358412.250000 Penalty: 4225.221680
	Iteration 32Q: 3 clusters Score -358412.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -358412.250000 Penalty: 4225.221680
	Iteration 33F: 3 clusters Score -358412.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (7825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Entering Unmasked Estep 
Score: -603377.812500 Penalty: 2223.339600
	Iteration 0F: 2 clusters Score -603377.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -597071.187500 Penalty: 4446.679199
	Iteration 0F: 3 clusters Score -597071.2 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -598785.187500 Penalty: 4446.679199
	Iteration 1F: 3 clusters Score -598785.2 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -599127.125000 Penalty: 4446.679199
	Iteration 2F: 3 clusters Score -599127.1 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -599397.625000 Penalty: 4446.679199
	Iteration 3F: 3 clusters Score -599397.6 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -599727.062500 Penalty: 4446.679199
	Iteration 4F: 3 clusters Score -599727.1 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -600089.187500 Penalty: 4446.679199
	Iteration 5F: 3 clusters Score -600089.2 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -600449.000000 Penalty: 4446.679199
	Iteration 6F: 3 clusters Score -600449 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -600733.500000 Penalty: 4446.679199
	Iteration 7Q: 3 clusters Score -600733.5 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -600922.312500 Penalty: 4446.679199
	Iteration 8Q: 3 clusters Score -600922.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -601059.062500 Penalty: 4446.679199
	Iteration 9Q: 3 clusters Score -601059.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -601141.062500 Penalty: 4446.679199
	Iteration 10Q: 3 clusters Score -601141.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -601216.125000 Penalty: 4446.679199
	Iteration 11Q: 3 clusters Score -601216.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -601281.750000 Penalty: 4446.679199
	Iteration 12Q: 3 clusters Score -601281.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -601339.812500 Penalty: 4446.679199
	Iteration 13Q: 3 clusters Score -601339.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -601385.312500 Penalty: 4446.679199
	Iteration 14Q: 3 clusters Score -601385.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -601419.000000 Penalty: 4446.679199
	Iteration 15Q: 3 clusters Score -601419 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -601444.875000 Penalty: 4446.679199
	Iteration 16Q: 3 clusters Score -601444.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -601459.250000 Penalty: 4446.679199
	Iteration 17Q: 3 clusters Score -601459.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -601475.250000 Penalty: 4446.679199
	Iteration 18Q: 3 clusters Score -601475.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -601491.500000 Penalty: 4446.679199
	Iteration 19Q: 3 clusters Score -601491.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -601509.937500 Penalty: 4446.679199
	Iteration 20F: 3 clusters Score -601509.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -601527.250000 Penalty: 4446.679199
	Iteration 21Q: 3 clusters Score -601527.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -601541.687500 Penalty: 4446.679199
	Iteration 22Q: 3 clusters Score -601541.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -601565.187500 Penalty: 4446.679199
	Iteration 23Q: 3 clusters Score -601565.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -601591.937500 Penalty: 4446.679199
	Iteration 24Q: 3 clusters Score -601591.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -601605.625000 Penalty: 4446.679199
	Iteration 25Q: 3 clusters Score -601605.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -601618.187500 Penalty: 4446.679199
	Iteration 26Q: 3 clusters Score -601618.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -601629.500000 Penalty: 4446.679199
	Iteration 27Q: 3 clusters Score -601629.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -601638.437500 Penalty: 4446.679199
	Iteration 28Q: 3 clusters Score -601638.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -601649.562500 Penalty: 4446.679199
	Iteration 29Q: 3 clusters Score -601649.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -601656.562500 Penalty: 4446.679199
	Iteration 30Q: 3 clusters Score -601656.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -601664.562500 Penalty: 4446.679199
	Iteration 31Q: 3 clusters Score -601664.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -601670.312500 Penalty: 4446.679199
	Iteration 32Q: 3 clusters Score -601670.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -601676.875000 Penalty: 4446.679199
	Iteration 33Q: 3 clusters Score -601676.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -601684.875000 Penalty: 4446.679199
	Iteration 34Q: 3 clusters Score -601684.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -601690.062500 Penalty: 4446.679199
	Iteration 35Q: 3 clusters Score -601690.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -601697.687500 Penalty: 4446.679199
	Iteration 36Q: 3 clusters Score -601697.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -601703.312500 Penalty: 4446.679199
	Iteration 37Q: 3 clusters Score -601703.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -601707.687500 Penalty: 4446.679199
	Iteration 38Q: 3 clusters Score -601707.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -601712.687500 Penalty: 4446.679199
	Iteration 39Q: 3 clusters Score -601712.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -601716.875000 Penalty: 4446.679199
	Iteration 40F: 3 clusters Score -601716.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -601719.125000 Penalty: 4446.679199
	Iteration 41Q: 3 clusters Score -601719.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -601721.562500 Penalty: 4446.679199
	Iteration 42Q: 3 clusters Score -601721.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -601723.937500 Penalty: 4446.679199
	Iteration 43Q: 3 clusters Score -601723.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -601726.312500 Penalty: 4446.679199
	Iteration 44Q: 3 clusters Score -601726.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -601728.500000 Penalty: 4446.679199
	Iteration 45Q: 3 clusters Score -601728.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -601728.437500 Penalty: 4446.679199
	Iteration 46Q: 3 clusters Score -601728.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -601731.625000 Penalty: 4446.679199
	Iteration 47Q: 3 clusters Score -601731.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -601732.000000 Penalty: 4446.679199
	Iteration 48Q: 3 clusters Score -601732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -601734.187500 Penalty: 4446.679199
	Iteration 49Q: 3 clusters Score -601734.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -601735.812500 Penalty: 4446.679199
	Iteration 50Q: 3 clusters Score -601735.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -601735.812500 Penalty: 4446.679199
	Iteration 51Q: 3 clusters Score -601735.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -601736.437500 Penalty: 4446.679199
	Iteration 52Q: 3 clusters Score -601736.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -601737.125000 Penalty: 4446.679199
	Iteration 53Q: 3 clusters Score -601737.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -601738.187500 Penalty: 4446.679199
	Iteration 54Q: 3 clusters Score -601738.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -601738.250000 Penalty: 4446.679199
	Iteration 55Q: 3 clusters Score -601738.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -601740.625000 Penalty: 4446.679199
	Iteration 56Q: 3 clusters Score -601740.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -601741.312500 Penalty: 4446.679199
	Iteration 57Q: 3 clusters Score -601741.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -601740.250000 Penalty: 4446.679199
	Iteration 58Q: 3 clusters Score -601740.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -601740.750000 Penalty: 4446.679199
	Iteration 59Q: 3 clusters Score -601740.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -601741.562500 Penalty: 4446.679199
	Iteration 60F: 3 clusters Score -601741.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -601740.187500 Penalty: 4446.679199
	Iteration 61Q: 3 clusters Score -601740.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -601741.812500 Penalty: 4446.679199
	Iteration 62Q: 3 clusters Score -601741.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -601742.375000 Penalty: 4446.679199
	Iteration 63Q: 3 clusters Score -601742.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -601742.625000 Penalty: 4446.679199
	Iteration 64Q: 3 clusters Score -601742.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -601743.375000 Penalty: 4446.679199
	Iteration 65Q: 3 clusters Score -601743.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -601742.750000 Penalty: 4446.679199
	Iteration 66Q: 3 clusters Score -601742.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -601743.187500 Penalty: 4446.679199
	Iteration 67Q: 3 clusters Score -601743.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -601743.187500 Penalty: 4446.679199
	Iteration 68Q: 3 clusters Score -601743.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -601744.750000 Penalty: 4446.679199
	Iteration 69Q: 3 clusters Score -601744.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -601745.812500 Penalty: 4446.679199
	Iteration 70Q: 3 clusters Score -601745.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -601746.312500 Penalty: 4446.679199
	Iteration 71Q: 3 clusters Score -601746.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -601746.312500 Penalty: 4446.679199
	Iteration 72Q: 3 clusters Score -601746.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -601745.750000 Penalty: 4446.679199
	Iteration 73Q: 3 clusters Score -601745.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -601746.000000 Penalty: 4446.679199
	Iteration 74Q: 3 clusters Score -601746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -601747.125000 Penalty: 4446.679199
	Iteration 75Q: 3 clusters Score -601747.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -601747.125000 Penalty: 4446.679199
	Iteration 76F: 3 clusters Score -601747.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (4038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Entering Unmasked Estep 
Score: -293855.468750 Penalty: 2059.269287
	Iteration 0F: 2 clusters Score -293855.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -289893.437500 Penalty: 4118.538574
	Iteration 0F: 3 clusters Score -289893.4 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -290810.218750 Penalty: 4118.538574
	Iteration 1F: 3 clusters Score -290810.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -291012.531250 Penalty: 4118.538574
	Iteration 2F: 3 clusters Score -291012.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -291129.281250 Penalty: 4118.538574
	Iteration 3Q: 3 clusters Score -291129.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -291201.718750 Penalty: 4118.538574
	Iteration 4Q: 3 clusters Score -291201.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -291252.968750 Penalty: 4118.538574
	Iteration 5Q: 3 clusters Score -291253 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -291289.968750 Penalty: 4118.538574
	Iteration 6Q: 3 clusters Score -291290 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -291322.781250 Penalty: 4118.538574
	Iteration 7Q: 3 clusters Score -291322.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -291349.031250 Penalty: 4118.538574
	Iteration 8Q: 3 clusters Score -291349 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -291368.625000 Penalty: 4118.538574
	Iteration 9Q: 3 clusters Score -291368.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -291387.906250 Penalty: 4118.538574
	Iteration 10Q: 3 clusters Score -291387.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -291402.531250 Penalty: 4118.538574
	Iteration 11Q: 3 clusters Score -291402.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -291416.156250 Penalty: 4118.538574
	Iteration 12Q: 3 clusters Score -291416.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -291424.437500 Penalty: 4118.538574
	Iteration 13Q: 3 clusters Score -291424.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -291434.875000 Penalty: 4118.538574
	Iteration 14Q: 3 clusters Score -291434.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -291445.187500 Penalty: 4118.538574
	Iteration 15Q: 3 clusters Score -291445.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -291454.187500 Penalty: 4118.538574
	Iteration 16Q: 3 clusters Score -291454.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -291462.187500 Penalty: 4118.538574
	Iteration 17Q: 3 clusters Score -291462.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -291471.343750 Penalty: 4118.538574
	Iteration 18Q: 3 clusters Score -291471.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -291478.406250 Penalty: 4118.538574
	Iteration 19Q: 3 clusters Score -291478.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -291484.406250 Penalty: 4118.538574
	Iteration 20F: 3 clusters Score -291484.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -291491.343750 Penalty: 4118.538574
	Iteration 21Q: 3 clusters Score -291491.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -291504.312500 Penalty: 4118.538574
	Iteration 22Q: 3 clusters Score -291504.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -291512.500000 Penalty: 4118.538574
	Iteration 23Q: 3 clusters Score -291512.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -291524.281250 Penalty: 4118.538574
	Iteration 24Q: 3 clusters Score -291524.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -291537.218750 Penalty: 4118.538574
	Iteration 25Q: 3 clusters Score -291537.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -291549.406250 Penalty: 4118.538574
	Iteration 26Q: 3 clusters Score -291549.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -291559.593750 Penalty: 4118.538574
	Iteration 27Q: 3 clusters Score -291559.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -291569.937500 Penalty: 4118.538574
	Iteration 28Q: 3 clusters Score -291569.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -291580.906250 Penalty: 4118.538574
	Iteration 29Q: 3 clusters Score -291580.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -291591.000000 Penalty: 4118.538574
	Iteration 30Q: 3 clusters Score -291591 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -291606.781250 Penalty: 4118.538574
	Iteration 31Q: 3 clusters Score -291606.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -291624.781250 Penalty: 4118.538574
	Iteration 32Q: 3 clusters Score -291624.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -291638.687500 Penalty: 4118.538574
	Iteration 33Q: 3 clusters Score -291638.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -291650.843750 Penalty: 4118.538574
	Iteration 34Q: 3 clusters Score -291650.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -291665.687500 Penalty: 4118.538574
	Iteration 35Q: 3 clusters Score -291665.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -291686.031250 Penalty: 4118.538574
	Iteration 36Q: 3 clusters Score -291686 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -291715.000000 Penalty: 4118.538574
	Iteration 37Q: 3 clusters Score -291715 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -291749.437500 Penalty: 4118.538574
	Iteration 38Q: 3 clusters Score -291749.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -291792.812500 Penalty: 4118.538574
	Iteration 39Q: 3 clusters Score -291792.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -291841.812500 Penalty: 4118.538574
	Iteration 40F: 3 clusters Score -291841.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -291890.625000 Penalty: 4118.538574
	Iteration 41Q: 3 clusters Score -291890.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -291928.250000 Penalty: 4118.538574
	Iteration 42Q: 3 clusters Score -291928.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -291971.562500 Penalty: 4118.538574
	Iteration 43Q: 3 clusters Score -291971.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -292014.250000 Penalty: 4118.538574
	Iteration 44Q: 3 clusters Score -292014.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -292060.531250 Penalty: 4118.538574
	Iteration 45Q: 3 clusters Score -292060.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -292096.468750 Penalty: 4118.538574
	Iteration 46Q: 3 clusters Score -292096.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -292116.062500 Penalty: 4118.538574
	Iteration 47Q: 3 clusters Score -292116.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -292136.500000 Penalty: 4118.538574
	Iteration 48Q: 3 clusters Score -292136.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -292155.000000 Penalty: 4118.538574
	Iteration 49Q: 3 clusters Score -292155 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -292173.656250 Penalty: 4118.538574
	Iteration 50Q: 3 clusters Score -292173.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -292183.625000 Penalty: 4118.538574
	Iteration 51Q: 3 clusters Score -292183.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -292194.312500 Penalty: 4118.538574
	Iteration 52Q: 3 clusters Score -292194.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -292202.937500 Penalty: 4118.538574
	Iteration 53Q: 3 clusters Score -292202.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -292210.531250 Penalty: 4118.538574
	Iteration 54Q: 3 clusters Score -292210.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -292219.406250 Penalty: 4118.538574
	Iteration 55Q: 3 clusters Score -292219.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -292229.656250 Penalty: 4118.538574
	Iteration 56Q: 3 clusters Score -292229.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -292233.437500 Penalty: 4118.538574
	Iteration 57Q: 3 clusters Score -292233.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -292235.281250 Penalty: 4118.538574
	Iteration 58Q: 3 clusters Score -292235.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -292237.218750 Penalty: 4118.538574
	Iteration 59Q: 3 clusters Score -292237.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -292238.687500 Penalty: 4118.538574
	Iteration 60F: 3 clusters Score -292238.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -292240.812500 Penalty: 4118.538574
	Iteration 61Q: 3 clusters Score -292240.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -292240.812500 Penalty: 4118.538574
	Iteration 62F: 3 clusters Score -292240.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (531494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531494 members 
Entering Unmasked Estep 
Score: -41830660.000000 Penalty: 3269.494873
	Iteration 0F: 2 clusters Score -4.183066e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265349 members 
Mstep: Class 2 contains 266145 members 
Entering Unmasked Estep 
Score: -41471704.000000 Penalty: 6538.989746
	Iteration 0F: 3 clusters Score -4.14717e+07 nChanged 259446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258371 members 
Mstep: Class 2 contains 273123 members 
Entering Unmasked Estep 
Score: -41628296.000000 Penalty: 6538.989746
	Iteration 1F: 3 clusters Score -4.16283e+07 nChanged 13942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253731 members 
Mstep: Class 2 contains 277763 members 
Entering Unmasked Estep 
Score: -41631268.000000 Penalty: 6538.989746
	Iteration 2Q: 3 clusters Score -4.163127e+07 nChanged 16599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246372 members 
Mstep: Class 2 contains 285122 members 
Entering Unmasked Estep 
Score: -41636160.000000 Penalty: 6538.989746
	Iteration 3Q: 3 clusters Score -4.163616e+07 nChanged 20622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234906 members 
Mstep: Class 2 contains 296588 members 
Entering Unmasked Estep 
Score: -41643760.000000 Penalty: 6538.989746
	Iteration 4Q: 3 clusters Score -4.164376e+07 nChanged 25559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217665 members 
Mstep: Class 2 contains 313829 members 
Entering Unmasked Estep 
Score: -41656312.000000 Penalty: 6538.989746
	Iteration 5Q: 3 clusters Score -4.165631e+07 nChanged 32310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192905 members 
Mstep: Class 2 contains 338589 members 
Entering Unmasked Estep 
Score: -41676948.000000 Penalty: 6538.989746
	Iteration 6F: 3 clusters Score -4.167695e+07 nChanged 38062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161025 members 
Mstep: Class 2 contains 370469 members 
Entering Unmasked Estep 
Score: -41706420.000000 Penalty: 6538.989746
	Iteration 7F: 3 clusters Score -4.170642e+07 nChanged 38976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127229 members 
Mstep: Class 2 contains 404265 members 
Entering Unmasked Estep 
Score: -41741132.000000 Penalty: 6538.989746
	Iteration 8F: 3 clusters Score -4.174113e+07 nChanged 32821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99018 members 
Mstep: Class 2 contains 432476 members 
Entering Unmasked Estep 
Score: -41771896.000000 Penalty: 6538.989746
	Iteration 9F: 3 clusters Score -4.17719e+07 nChanged 22960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80002 members 
Mstep: Class 2 contains 451492 members 
Entering Unmasked Estep 
Score: -41792052.000000 Penalty: 6538.989746
	Iteration 10Q: 3 clusters Score -4.179205e+07 nChanged 15150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67310 members 
Mstep: Class 2 contains 464184 members 
Entering Unmasked Estep 
Score: -41803252.000000 Penalty: 6538.989746
	Iteration 11Q: 3 clusters Score -4.180325e+07 nChanged 10252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57956 members 
Mstep: Class 2 contains 473538 members 
Entering Unmasked Estep 
Score: -41810064.000000 Penalty: 6538.989746
	Iteration 12Q: 3 clusters Score -4.181006e+07 nChanged 7758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50538 members 
Mstep: Class 2 contains 480956 members 
Entering Unmasked Estep 
Score: -41814868.000000 Penalty: 6538.989746
	Iteration 13Q: 3 clusters Score -4.181487e+07 nChanged 6258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44504 members 
Mstep: Class 2 contains 486990 members 
Entering Unmasked Estep 
Score: -41818160.000000 Penalty: 6538.989746
	Iteration 14Q: 3 clusters Score -4.181816e+07 nChanged 5255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39475 members 
Mstep: Class 2 contains 492019 members 
Entering Unmasked Estep 
Score: -41820884.000000 Penalty: 6538.989746
	Iteration 15Q: 3 clusters Score -4.182088e+07 nChanged 4446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35217 members 
Mstep: Class 2 contains 496277 members 
Entering Unmasked Estep 
Score: -41823148.000000 Penalty: 6538.989746
	Iteration 16Q: 3 clusters Score -4.182315e+07 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31617 members 
Mstep: Class 2 contains 499877 members 
Entering Unmasked Estep 
Score: -41824760.000000 Penalty: 6538.989746
	Iteration 17Q: 3 clusters Score -4.182476e+07 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28595 members 
Mstep: Class 2 contains 502899 members 
Entering Unmasked Estep 
Score: -41826140.000000 Penalty: 6538.989746
	Iteration 18Q: 3 clusters Score -4.182614e+07 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25979 members 
Mstep: Class 2 contains 505515 members 
Entering Unmasked Estep 
Score: -41827068.000000 Penalty: 6538.989746
	Iteration 19Q: 3 clusters Score -4.182707e+07 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23725 members 
Mstep: Class 2 contains 507769 members 
Entering Unmasked Estep 
Score: -41827876.000000 Penalty: 6538.989746
	Iteration 20F: 3 clusters Score -4.182788e+07 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21811 members 
Mstep: Class 2 contains 509683 members 
Entering Unmasked Estep 
Score: -41828396.000000 Penalty: 6538.989746
	Iteration 21Q: 3 clusters Score -4.18284e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20161 members 
Mstep: Class 2 contains 511333 members 
Entering Unmasked Estep 
Score: -41828844.000000 Penalty: 6538.989746
	Iteration 22Q: 3 clusters Score -4.182884e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18705 members 
Mstep: Class 2 contains 512789 members 
Entering Unmasked Estep 
Score: -41829132.000000 Penalty: 6538.989746
	Iteration 23Q: 3 clusters Score -4.182913e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17394 members 
Mstep: Class 2 contains 514100 members 
Entering Unmasked Estep 
Score: -41829368.000000 Penalty: 6538.989746
	Iteration 24Q: 3 clusters Score -4.182937e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16298 members 
Mstep: Class 2 contains 515196 members 
Entering Unmasked Estep 
Score: -41829612.000000 Penalty: 6538.989746
	Iteration 25Q: 3 clusters Score -4.182961e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 516153 members 
Entering Unmasked Estep 
Score: -41829716.000000 Penalty: 6538.989746
	Iteration 26Q: 3 clusters Score -4.182972e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 516951 members 
Entering Unmasked Estep 
Score: -41829828.000000 Penalty: 6538.989746
	Iteration 27Q: 3 clusters Score -4.182983e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 517645 members 
Entering Unmasked Estep 
Score: -41830000.000000 Penalty: 6538.989746
	Iteration 28Q: 3 clusters Score -4.183e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 518268 members 
Entering Unmasked Estep 
Score: -41830052.000000 Penalty: 6538.989746
	Iteration 29Q: 3 clusters Score -4.183005e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 518786 members 
Entering Unmasked Estep 
Score: -41830128.000000 Penalty: 6538.989746
	Iteration 30Q: 3 clusters Score -4.183013e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 519223 members 
Entering Unmasked Estep 
Score: -41830220.000000 Penalty: 6538.989746
	Iteration 31Q: 3 clusters Score -4.183022e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 519618 members 
Entering Unmasked Estep 
Score: -41830268.000000 Penalty: 6538.989746
	Iteration 32Q: 3 clusters Score -4.183027e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 519952 members 
Entering Unmasked Estep 
Score: -41830376.000000 Penalty: 6538.989746
	Iteration 33Q: 3 clusters Score -4.183038e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 520227 members 
Entering Unmasked Estep 
Score: -41830444.000000 Penalty: 6538.989746
	Iteration 34Q: 3 clusters Score -4.183044e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 520475 members 
Entering Unmasked Estep 
Score: -41830536.000000 Penalty: 6538.989746
	Iteration 35Q: 3 clusters Score -4.183054e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 520693 members 
Entering Unmasked Estep 
Score: -41830576.000000 Penalty: 6538.989746
	Iteration 36Q: 3 clusters Score -4.183058e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 520884 members 
Entering Unmasked Estep 
Score: -41830576.000000 Penalty: 6538.989746
	Iteration 37Q: 3 clusters Score -4.183058e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 521036 members 
Entering Unmasked Estep 
Score: -41830640.000000 Penalty: 6538.989746
	Iteration 38Q: 3 clusters Score -4.183064e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 521171 members 
Entering Unmasked Estep 
Score: -41830644.000000 Penalty: 6538.989746
	Iteration 39Q: 3 clusters Score -4.183064e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 521284 members 
Entering Unmasked Estep 
Score: -41830656.000000 Penalty: 6538.989746
	Iteration 40F: 3 clusters Score -4.183066e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 521395 members 
Entering Unmasked Estep 
Score: -41830684.000000 Penalty: 6538.989746
	Iteration 41Q: 3 clusters Score -4.183068e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 521486 members 
Entering Unmasked Estep 
Score: -41830684.000000 Penalty: 6538.989746
	Iteration 42Q: 3 clusters Score -4.183068e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 521559 members 
Entering Unmasked Estep 
Score: -41830676.000000 Penalty: 6538.989746
	Iteration 43Q: 3 clusters Score -4.183068e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 521625 members 
Entering Unmasked Estep 
Score: -41830704.000000 Penalty: 6538.989746
	Iteration 44Q: 3 clusters Score -4.18307e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 521687 members 
Entering Unmasked Estep 
Score: -41830724.000000 Penalty: 6538.989746
	Iteration 45Q: 3 clusters Score -4.183072e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 521740 members 
Entering Unmasked Estep 
Score: -41830684.000000 Penalty: 6538.989746
	Iteration 46Q: 3 clusters Score -4.183068e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 521789 members 
Entering Unmasked Estep 
Score: -41830700.000000 Penalty: 6538.989746
	Iteration 47Q: 3 clusters Score -4.18307e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 521834 members 
Entering Unmasked Estep 
Score: -41830688.000000 Penalty: 6538.989746
	Iteration 48Q: 3 clusters Score -4.183069e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 521883 members 
Entering Unmasked Estep 
Score: -41830700.000000 Penalty: 6538.989746
	Iteration 49Q: 3 clusters Score -4.18307e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 521932 members 
Entering Unmasked Estep 
Score: -41830732.000000 Penalty: 6538.989746
	Iteration 50Q: 3 clusters Score -4.183073e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 521980 members 
Entering Unmasked Estep 
Score: -41830688.000000 Penalty: 6538.989746
	Iteration 51Q: 3 clusters Score -4.183069e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 522016 members 
Entering Unmasked Estep 
Score: -41830684.000000 Penalty: 6538.989746
	Iteration 52Q: 3 clusters Score -4.183068e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 522056 members 
Entering Unmasked Estep 
Score: -41830700.000000 Penalty: 6538.989746
	Iteration 53Q: 3 clusters Score -4.18307e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 522091 members 
Entering Unmasked Estep 
Score: -41830724.000000 Penalty: 6538.989746
	Iteration 54Q: 3 clusters Score -4.183072e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 522119 members 
Entering Unmasked Estep 
Score: -41830732.000000 Penalty: 6538.989746
	Iteration 55Q: 3 clusters Score -4.183073e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 522151 members 
Entering Unmasked Estep 
Score: -41830712.000000 Penalty: 6538.989746
	Iteration 56Q: 3 clusters Score -4.183071e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 522175 members 
Entering Unmasked Estep 
Score: -41830732.000000 Penalty: 6538.989746
	Iteration 57Q: 3 clusters Score -4.183073e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 522200 members 
Entering Unmasked Estep 
Score: -41830732.000000 Penalty: 6538.989746
	Iteration 58Q: 3 clusters Score -4.183073e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 522220 members 
Entering Unmasked Estep 
Score: -41830720.000000 Penalty: 6538.989746
	Iteration 59Q: 3 clusters Score -4.183072e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 522233 members 
Entering Unmasked Estep 
Score: -41830736.000000 Penalty: 6538.989746
	Iteration 60F: 3 clusters Score -4.183074e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 522247 members 
Entering Unmasked Estep 
Score: -41830724.000000 Penalty: 6538.989746
	Iteration 61Q: 3 clusters Score -4.183072e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 522263 members 
Entering Unmasked Estep 
Score: -41830704.000000 Penalty: 6538.989746
	Iteration 62Q: 3 clusters Score -4.18307e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 522277 members 
Entering Unmasked Estep 
Score: -41830740.000000 Penalty: 6538.989746
	Iteration 63Q: 3 clusters Score -4.183074e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 522290 members 
Entering Unmasked Estep 
Score: -41830716.000000 Penalty: 6538.989746
	Iteration 64Q: 3 clusters Score -4.183072e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 522304 members 
Entering Unmasked Estep 
Score: -41830756.000000 Penalty: 6538.989746
	Iteration 65Q: 3 clusters Score -4.183076e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 522312 members 
Entering Unmasked Estep 
Score: -41830736.000000 Penalty: 6538.989746
	Iteration 66Q: 3 clusters Score -4.183074e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 522325 members 
Entering Unmasked Estep 
Score: -41830740.000000 Penalty: 6538.989746
	Iteration 67Q: 3 clusters Score -4.183074e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 522333 members 
Entering Unmasked Estep 
Score: -41830736.000000 Penalty: 6538.989746
	Iteration 68Q: 3 clusters Score -4.183074e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 522343 members 
Entering Unmasked Estep 
Score: -41830712.000000 Penalty: 6538.989746
	Iteration 69Q: 3 clusters Score -4.183071e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 522354 members 
Entering Unmasked Estep 
Score: -41830712.000000 Penalty: 6538.989746
	Iteration 70Q: 3 clusters Score -4.183071e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 522359 members 
Entering Unmasked Estep 
Score: -41830716.000000 Penalty: 6538.989746
	Iteration 71Q: 3 clusters Score -4.183072e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 522358 members 
Entering Unmasked Estep 
Score: -41830712.000000 Penalty: 6538.989746
	Iteration 72Q: 3 clusters Score -4.183071e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 522359 members 
Entering Unmasked Estep 
Score: -41830720.000000 Penalty: 6538.989746
	Iteration 73Q: 3 clusters Score -4.183072e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 522365 members 
Entering Unmasked Estep 
Score: -41830740.000000 Penalty: 6538.989746
	Iteration 74Q: 3 clusters Score -4.183074e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 522368 members 
Entering Unmasked Estep 
Score: -41830712.000000 Penalty: 6538.989746
	Iteration 75Q: 3 clusters Score -4.183071e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 522368 members 
Entering Unmasked Estep 
Score: -41830724.000000 Penalty: 6538.989746
	Iteration 76Q: 3 clusters Score -4.183072e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 522368 members 
Entering Unmasked Estep 
Score: -41830736.000000 Penalty: 6538.989746
	Iteration 77Q: 3 clusters Score -4.183074e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 522368 members 
Entering Unmasked Estep 
Score: -41830732.000000 Penalty: 6538.989746
	Iteration 78Q: 3 clusters Score -4.183073e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 522368 members 
Entering Unmasked Estep 
Score: -41830720.000000 Penalty: 6538.989746
	Iteration 79Q: 3 clusters Score -4.183072e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 522369 members 
Entering Unmasked Estep 
Score: -41830732.000000 Penalty: 6538.989746
	Iteration 80F: 3 clusters Score -4.183073e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120825 members 
Mstep: Class 2 contains 47415 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152071 members 
Mstep: Class 5 contains 8897 members 
Mstep: Class 6 contains 9626 members 
Mstep: Class 7 contains 32577 members 
Mstep: Class 8 contains 3236 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3398 members 
Mstep: Class 11 contains 8131 members 
Mstep: Class 12 contains 13832 members 
Mstep: Class 13 contains 61379 members 
Mstep: Class 14 contains 2408 members 
Mstep: Class 15 contains 23360 members 
Mstep: Class 16 contains 4316 members 
Mstep: Class 17 contains 16388 members 
Mstep: Class 18 contains 75898 members 
Mstep: Class 19 contains 8720 members 
Mstep: Class 20 contains 21564 members 
Mstep: Class 21 contains 23611 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2244 members 
Mstep: Class 24 contains 61213 members 
Mstep: Class 25 contains 15504 members 
Mstep: Class 26 contains 4784 members 
Mstep: Class 27 contains 61610 members 
Mstep: Class 28 contains 5581 members 
Mstep: Class 29 contains 6233 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 77361 members 
Mstep: Class 32 contains 5007 members 
Mstep: Class 33 contains 7825 members 
Mstep: Class 34 contains 4038 members 
Mstep: Class 35 contains 9125 members 
Mstep: Class 36 contains 26798 members 
Mstep: Class 37 contains 522369 members 
Entering Unmasked Estep 
Score: -111988144.000000 Penalty: 130263.085938
Splitting cluster 35 changes total score from -111988648.000000 to -111988144.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (26798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26798 members 
Entering Unmasked Estep 
Score: -2198897.750000 Penalty: 2528.628418
	Iteration 0F: 2 clusters Score -2198898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -2180487.500000 Penalty: 5057.256836
	Iteration 0F: 3 clusters Score -2180488 nChanged 11960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -2186899.500000 Penalty: 5057.256836
	Iteration 1F: 3 clusters Score -2186900 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -2187290.750000 Penalty: 5057.256836
	Iteration 2Q: 3 clusters Score -2187291 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -2187620.500000 Penalty: 5057.256836
	Iteration 3Q: 3 clusters Score -2187620 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -2187927.250000 Penalty: 5057.256836
	Iteration 4Q: 3 clusters Score -2187927 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -2188220.750000 Penalty: 5057.256836
	Iteration 5Q: 3 clusters Score -2188221 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -2188538.750000 Penalty: 5057.256836
	Iteration 6Q: 3 clusters Score -2188539 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -2188879.750000 Penalty: 5057.256836
	Iteration 7Q: 3 clusters Score -2188880 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -2189263.000000 Penalty: 5057.256836
	Iteration 8Q: 3 clusters Score -2189263 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -2189766.750000 Penalty: 5057.256836
	Iteration 9Q: 3 clusters Score -2189767 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -2190423.000000 Penalty: 5057.256836
	Iteration 10Q: 3 clusters Score -2190423 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -2191312.000000 Penalty: 5057.256836
	Iteration 11F: 3 clusters Score -2191312 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -2192418.500000 Penalty: 5057.256836
	Iteration 12F: 3 clusters Score -2192418 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 15713 members 
Entering Unmasked Estep 
Score: -2193356.250000 Penalty: 5057.256836
	Iteration 13F: 3 clusters Score -2193356 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -2193899.250000 Penalty: 5057.256836
	Iteration 14Q: 3 clusters Score -2193899 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 16243 members 
Entering Unmasked Estep 
Score: -2194128.250000 Penalty: 5057.256836
	Iteration 15Q: 3 clusters Score -2194128 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 16416 members 
Entering Unmasked Estep 
Score: -2194239.000000 Penalty: 5057.256836
	Iteration 16Q: 3 clusters Score -2194239 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 16573 members 
Entering Unmasked Estep 
Score: -2194302.000000 Penalty: 5057.256836
	Iteration 17Q: 3 clusters Score -2194302 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -2194365.250000 Penalty: 5057.256836
	Iteration 18Q: 3 clusters Score -2194365 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -2194397.250000 Penalty: 5057.256836
	Iteration 19Q: 3 clusters Score -2194397 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 17016 members 
Entering Unmasked Estep 
Score: -2194443.250000 Penalty: 5057.256836
	Iteration 20F: 3 clusters Score -2194443 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 17161 members 
Entering Unmasked Estep 
Score: -2194467.750000 Penalty: 5057.256836
	Iteration 21Q: 3 clusters Score -2194468 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 17306 members 
Entering Unmasked Estep 
Score: -2194497.250000 Penalty: 5057.256836
	Iteration 22Q: 3 clusters Score -2194497 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 17441 members 
Entering Unmasked Estep 
Score: -2194527.750000 Penalty: 5057.256836
	Iteration 23Q: 3 clusters Score -2194528 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -2194549.250000 Penalty: 5057.256836
	Iteration 24Q: 3 clusters Score -2194549 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 17722 members 
Entering Unmasked Estep 
Score: -2194575.500000 Penalty: 5057.256836
	Iteration 25Q: 3 clusters Score -2194576 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 17892 members 
Entering Unmasked Estep 
Score: -2194625.250000 Penalty: 5057.256836
	Iteration 26Q: 3 clusters Score -2194625 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 18067 members 
Entering Unmasked Estep 
Score: -2194658.250000 Penalty: 5057.256836
	Iteration 27Q: 3 clusters Score -2194658 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 18270 members 
Entering Unmasked Estep 
Score: -2194694.000000 Penalty: 5057.256836
	Iteration 28Q: 3 clusters Score -2194694 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 18499 members 
Entering Unmasked Estep 
Score: -2194747.750000 Penalty: 5057.256836
	Iteration 29Q: 3 clusters Score -2194748 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 18714 members 
Entering Unmasked Estep 
Score: -2194792.750000 Penalty: 5057.256836
	Iteration 30Q: 3 clusters Score -2194793 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 18915 members 
Entering Unmasked Estep 
Score: -2194837.250000 Penalty: 5057.256836
	Iteration 31Q: 3 clusters Score -2194837 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 19126 members 
Entering Unmasked Estep 
Score: -2194885.250000 Penalty: 5057.256836
	Iteration 32Q: 3 clusters Score -2194885 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 19347 members 
Entering Unmasked Estep 
Score: -2194938.250000 Penalty: 5057.256836
	Iteration 33Q: 3 clusters Score -2194938 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 19550 members 
Entering Unmasked Estep 
Score: -2194986.000000 Penalty: 5057.256836
	Iteration 34Q: 3 clusters Score -2194986 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 19756 members 
Entering Unmasked Estep 
Score: -2195033.500000 Penalty: 5057.256836
	Iteration 35Q: 3 clusters Score -2195034 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 19962 members 
Entering Unmasked Estep 
Score: -2195076.750000 Penalty: 5057.256836
	Iteration 36Q: 3 clusters Score -2195077 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 20160 members 
Entering Unmasked Estep 
Score: -2195114.250000 Penalty: 5057.256836
	Iteration 37Q: 3 clusters Score -2195114 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 20349 members 
Entering Unmasked Estep 
Score: -2195172.250000 Penalty: 5057.256836
	Iteration 38Q: 3 clusters Score -2195172 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 20532 members 
Entering Unmasked Estep 
Score: -2195207.750000 Penalty: 5057.256836
	Iteration 39Q: 3 clusters Score -2195208 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 20720 members 
Entering Unmasked Estep 
Score: -2195257.250000 Penalty: 5057.256836
	Iteration 40F: 3 clusters Score -2195257 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 20910 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2195302 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 21082 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2195346 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 21264 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2195388 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 21458 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2195430 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 21665 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2195486 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 21879 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2195548 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 22058 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2195598 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 22233 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2195635 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 22385 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2195675 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 22559 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2195712 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 22734 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2195757 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 22925 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2195822 nChanged 175
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 23100 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2195877 nChanged 174
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 23274 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2195926 nChanged 161
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 23435 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2195977 nChanged 169
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 23604 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2196029 nChanged 139
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 23741 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2196079 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 23862 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2196110 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 23960 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2196139 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 24062 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2196168 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 24171 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2196200 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 24268 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2196228 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 24364 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2196258 nChanged 87
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Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 24451 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2196280 nChanged 82
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 24533 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2196305 nChanged 86
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 24619 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2196327 nChanged 87
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 24706 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2196353 nChanged 74
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 24780 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2196374 nChanged 69
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 24849 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2196400 nChanged 67
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 24916 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2196420 nChanged 59
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 24975 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2196438 nChanged 55
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 25030 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2196453 nChanged 52
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Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 25078 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2196460 nChanged 48
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 25124 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2196478 nChanged 39
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 25163 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2196494 nChanged 34
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 25195 members 
Entering Unmasked Estep 
Score: -2196506.500000 Penalty: 5057.256836
	Iteration 76Q: 3 clusters Score -2196506 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 25226 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2196521 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 25261 members 
Entering Unmasked Estep 
Score: -2196532.250000 Penalty: 5057.256836
	Iteration 78Q: 3 clusters Score -2196532 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 25291 members 
Entering Unmasked Estep 
Score: -2196544.500000 Penalty: 5057.256836
	Iteration 79Q: 3 clusters Score -2196544 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 25333 members 
Entering Unmasked Estep 
Score: -2196553.250000 Penalty: 5057.256836
	Iteration 80F: 3 clusters Score -2196553 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 25369 members 
Entering Unmasked Estep 
Score: -2196569.500000 Penalty: 5057.256836
	Iteration 81Q: 3 clusters Score -2196570 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 25410 members 
Entering Unmasked Estep 
Score: -2196589.500000 Penalty: 5057.256836
	Iteration 82Q: 3 clusters Score -2196590 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 25443 members 
Entering Unmasked Estep 
Score: -2196597.000000 Penalty: 5057.256836
	Iteration 83Q: 3 clusters Score -2196597 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 25475 members 
Entering Unmasked Estep 
Score: -2196610.500000 Penalty: 5057.256836
	Iteration 84Q: 3 clusters Score -2196610 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 25507 members 
Entering Unmasked Estep 
Score: -2196619.750000 Penalty: 5057.256836
	Iteration 85Q: 3 clusters Score -2196620 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 25536 members 
Entering Unmasked Estep 
Score: -2196632.500000 Penalty: 5057.256836
	Iteration 86Q: 3 clusters Score -2196632 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 25568 members 
Entering Unmasked Estep 
Score: -2196639.500000 Penalty: 5057.256836
	Iteration 87Q: 3 clusters Score -2196640 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 25600 members 
Entering Unmasked Estep 
Score: -2196652.500000 Penalty: 5057.256836
	Iteration 88Q: 3 clusters Score -2196652 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 25618 members 
Entering Unmasked Estep 
Score: -2196657.500000 Penalty: 5057.256836
	Iteration 89Q: 3 clusters Score -2196658 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 25634 members 
Entering Unmasked Estep 
Score: -2196663.250000 Penalty: 5057.256836
	Iteration 90Q: 3 clusters Score -2196663 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 25650 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2196669 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 25662 members 
Entering Unmasked Estep 
Score: -2196670.250000 Penalty: 5057.256836
	Iteration 92Q: 3 clusters Score -2196670 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 25678 members 
Entering Unmasked Estep 
Score: -2196675.000000 Penalty: 5057.256836
	Iteration 93Q: 3 clusters Score -2196675 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 25693 members 
Entering Unmasked Estep 
Score: -2196679.750000 Penalty: 5057.256836
	Iteration 94Q: 3 clusters Score -2196680 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 25705 members 
Entering Unmasked Estep 
Score: -2196681.750000 Penalty: 5057.256836
	Iteration 95Q: 3 clusters Score -2196682 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 25715 members 
Entering Unmasked Estep 
Score: -2196683.250000 Penalty: 5057.256836
	Iteration 96Q: 3 clusters Score -2196683 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 25736 members 
Entering Unmasked Estep 
Score: -2196697.500000 Penalty: 5057.256836
	Iteration 97Q: 3 clusters Score -2196698 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 25756 members 
Entering Unmasked Estep 
Score: -2196704.750000 Penalty: 5057.256836
	Iteration 98Q: 3 clusters Score -2196705 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 25773 members 
Entering Unmasked Estep 
Score: -2196719.000000 Penalty: 5057.256836
	Iteration 99Q: 3 clusters Score -2196719 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 25785 members 
Entering Unmasked Estep 
Score: -2196724.000000 Penalty: 5057.256836
	Iteration 100F: 3 clusters Score -2196724 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 25803 members 
Entering Unmasked Estep 
Score: -2196737.000000 Penalty: 5057.256836
	Iteration 101Q: 3 clusters Score -2196737 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 25814 members 
Entering Unmasked Estep 
Score: -2196731.750000 Penalty: 5057.256836
	Iteration 102Q: 3 clusters Score -2196732 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 25826 members 
Entering Unmasked Estep 
Score: -2196742.000000 Penalty: 5057.256836
	Iteration 103Q: 3 clusters Score -2196742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 25832 members 
Entering Unmasked Estep 
Score: -2196747.000000 Penalty: 5057.256836
	Iteration 104Q: 3 clusters Score -2196747 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 25837 members 
Entering Unmasked Estep 
Score: -2196748.750000 Penalty: 5057.256836
	Iteration 105Q: 3 clusters Score -2196749 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 25843 members 
Entering Unmasked Estep 
Score: -2196755.000000 Penalty: 5057.256836
	Iteration 106Q: 3 clusters Score -2196755 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 25850 members 
Entering Unmasked Estep 
Score: -2196756.500000 Penalty: 5057.256836
	Iteration 107Q: 3 clusters Score -2196756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 25854 members 
Entering Unmasked Estep 
Score: -2196758.500000 Penalty: 5057.256836
	Iteration 108Q: 3 clusters Score -2196758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 25863 members 
Entering Unmasked Estep 
Score: -2196759.500000 Penalty: 5057.256836
	Iteration 109Q: 3 clusters Score -2196760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 25868 members 
Entering Unmasked Estep 
Score: -2196764.500000 Penalty: 5057.256836
	Iteration 110Q: 3 clusters Score -2196764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 25871 members 
Entering Unmasked Estep 
Score: -2196764.000000 Penalty: 5057.256836
	Iteration 111Q: 3 clusters Score -2196764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 25877 members 
Entering Unmasked Estep 
Score: -2196765.500000 Penalty: 5057.256836
	Iteration 112Q: 3 clusters Score -2196766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 25882 members 
Entering Unmasked Estep 
Score: -2196763.250000 Penalty: 5057.256836
	Iteration 113Q: 3 clusters Score -2196763 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 25891 members 
Entering Unmasked Estep 
Score: -2196770.750000 Penalty: 5057.256836
	Iteration 114Q: 3 clusters Score -2196771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 25894 members 
Entering Unmasked Estep 
Score: -2196772.500000 Penalty: 5057.256836
	Iteration 115Q: 3 clusters Score -2196772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 25895 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2196771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 25897 members 
Entering Unmasked Estep 
Score: -2196772.750000 Penalty: 5057.256836
	Iteration 117Q: 3 clusters Score -2196773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 25901 members 
Entering Unmasked Estep 
Score: -2196773.250000 Penalty: 5057.256836
	Iteration 118Q: 3 clusters Score -2196773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 25905 members 
Entering Unmasked Estep 
Score: -2196783.500000 Penalty: 5057.256836
	Iteration 119Q: 3 clusters Score -2196784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 25912 members 
Entering Unmasked Estep 
Score: -2196784.500000 Penalty: 5057.256836
	Iteration 120F: 3 clusters Score -2196784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 25919 members 
Entering Unmasked Estep 
Score: -2196791.250000 Penalty: 5057.256836
	Iteration 121Q: 3 clusters Score -2196791 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 25925 members 
Entering Unmasked Estep 
Score: -2196795.250000 Penalty: 5057.256836
	Iteration 122Q: 3 clusters Score -2196795 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 25930 members 
Entering Unmasked Estep 
Score: -2196795.250000 Penalty: 5057.256836
	Iteration 123Q: 3 clusters Score -2196795 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 25938 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -2196796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 25943 members 
Entering Unmasked Estep 
Score: -2196801.250000 Penalty: 5057.256836
	Iteration 125Q: 3 clusters Score -2196801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 25944 members 
Entering Unmasked Estep 
Score: -2196800.750000 Penalty: 5057.256836
	Iteration 126Q: 3 clusters Score -2196801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 25947 members 
Entering Unmasked Estep 
Score: -2196802.000000 Penalty: 5057.256836
	Iteration 127Q: 3 clusters Score -2196802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 25947 members 
Entering Unmasked Estep 
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	Iteration 128F: 3 clusters Score -2196802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120825 members 
Mstep: Class 2 contains 47415 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152071 members 
Mstep: Class 5 contains 8897 members 
Mstep: Class 6 contains 9626 members 
Mstep: Class 7 contains 32577 members 
Mstep: Class 8 contains 3236 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3398 members 
Mstep: Class 11 contains 8131 members 
Mstep: Class 12 contains 13832 members 
Mstep: Class 13 contains 61379 members 
Mstep: Class 14 contains 2408 members 
Mstep: Class 15 contains 23360 members 
Mstep: Class 16 contains 4316 members 
Mstep: Class 17 contains 16388 members 
Mstep: Class 18 contains 75898 members 
Mstep: Class 19 contains 8720 members 
Mstep: Class 20 contains 21564 members 
Mstep: Class 21 contains 23611 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2244 members 
Mstep: Class 24 contains 61213 members 
Mstep: Class 25 contains 15504 members 
Mstep: Class 26 contains 4784 members 
Mstep: Class 27 contains 61610 members 
Mstep: Class 28 contains 5581 members 
Mstep: Class 29 contains 6233 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 77361 members 
Mstep: Class 32 contains 5007 members 
Mstep: Class 33 contains 7825 members 
Mstep: Class 34 contains 4038 members 
Mstep: Class 35 contains 531494 members 
Mstep: Class 36 contains 26798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988656.000000 Penalty: 126742.460938
Iteration 359Q: 37 clusters Score -1.119887e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120826 members 
Mstep: Class 2 contains 47415 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152071 members 
Mstep: Class 5 contains 8897 members 
Mstep: Class 6 contains 9625 members 
Mstep: Class 7 contains 32577 members 
Mstep: Class 8 contains 3236 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3398 members 
Mstep: Class 11 contains 8131 members 
Mstep: Class 12 contains 13833 members 
Mstep: Class 13 contains 61378 members 
Mstep: Class 14 contains 2408 members 
Mstep: Class 15 contains 23361 members 
Mstep: Class 16 contains 4316 members 
Mstep: Class 17 contains 16389 members 
Mstep: Class 18 contains 75898 members 
Mstep: Class 19 contains 8720 members 
Mstep: Class 20 contains 21564 members 
Mstep: Class 21 contains 23611 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2244 members 
Mstep: Class 24 contains 61208 members 
Mstep: Class 25 contains 15504 members 
Mstep: Class 26 contains 4784 members 
Mstep: Class 27 contains 61611 members 
Mstep: Class 28 contains 5581 members 
Mstep: Class 29 contains 6233 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 77363 members 
Mstep: Class 32 contains 5007 members 
Mstep: Class 33 contains 7825 members 
Mstep: Class 34 contains 4038 members 
Mstep: Class 35 contains 531493 members 
Mstep: Class 36 contains 26799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988656.000000 Penalty: 126742.460938
Iteration 360F: 37 clusters Score -1.119887e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120826 members 
Mstep: Class 2 contains 47415 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152069 members 
Mstep: Class 5 contains 8897 members 
Mstep: Class 6 contains 9624 members 
Mstep: Class 7 contains 32577 members 
Mstep: Class 8 contains 3236 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3398 members 
Mstep: Class 11 contains 8131 members 
Mstep: Class 12 contains 13834 members 
Mstep: Class 13 contains 61376 members 
Mstep: Class 14 contains 2408 members 
Mstep: Class 15 contains 23361 members 
Mstep: Class 16 contains 4319 members 
Mstep: Class 17 contains 16390 members 
Mstep: Class 18 contains 75898 members 
Mstep: Class 19 contains 8720 members 
Mstep: Class 20 contains 21564 members 
Mstep: Class 21 contains 23611 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2244 members 
Mstep: Class 24 contains 61205 members 
Mstep: Class 25 contains 15502 members 
Mstep: Class 26 contains 4785 members 
Mstep: Class 27 contains 61611 members 
Mstep: Class 28 contains 5581 members 
Mstep: Class 29 contains 6233 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 77365 members 
Mstep: Class 32 contains 5007 members 
Mstep: Class 33 contains 7825 members 
Mstep: Class 34 contains 4038 members 
Mstep: Class 35 contains 531492 members 
Mstep: Class 36 contains 26802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988648.000000 Penalty: 126742.460938
Iteration 361Q: 37 clusters Score -1.119886e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120826 members 
Mstep: Class 2 contains 47415 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152069 members 
Mstep: Class 5 contains 8897 members 
Mstep: Class 6 contains 9624 members 
Mstep: Class 7 contains 32577 members 
Mstep: Class 8 contains 3236 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3398 members 
Mstep: Class 11 contains 8131 members 
Mstep: Class 12 contains 13837 members 
Mstep: Class 13 contains 61375 members 
Mstep: Class 14 contains 2408 members 
Mstep: Class 15 contains 23361 members 
Mstep: Class 16 contains 4318 members 
Mstep: Class 17 contains 16390 members 
Mstep: Class 18 contains 75898 members 
Mstep: Class 19 contains 8720 members 
Mstep: Class 20 contains 21564 members 
Mstep: Class 21 contains 23610 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2243 members 
Mstep: Class 24 contains 61199 members 
Mstep: Class 25 contains 15502 members 
Mstep: Class 26 contains 4786 members 
Mstep: Class 27 contains 61610 members 
Mstep: Class 28 contains 5580 members 
Mstep: Class 29 contains 6233 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 77365 members 
Mstep: Class 32 contains 5007 members 
Mstep: Class 33 contains 7825 members 
Mstep: Class 34 contains 4038 members 
Mstep: Class 35 contains 531496 members 
Mstep: Class 36 contains 26806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988736.000000 Penalty: 126742.460938
Iteration 362Q: 37 clusters Score -1.119887e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120826 members 
Mstep: Class 2 contains 47415 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152069 members 
Mstep: Class 5 contains 8897 members 
Mstep: Class 6 contains 9624 members 
Mstep: Class 7 contains 32577 members 
Mstep: Class 8 contains 3236 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3398 members 
Mstep: Class 11 contains 8131 members 
Mstep: Class 12 contains 13839 members 
Mstep: Class 13 contains 61374 members 
Mstep: Class 14 contains 2408 members 
Mstep: Class 15 contains 23361 members 
Mstep: Class 16 contains 4318 members 
Mstep: Class 17 contains 16390 members 
Mstep: Class 18 contains 75898 members 
Mstep: Class 19 contains 8720 members 
Mstep: Class 20 contains 21564 members 
Mstep: Class 21 contains 23609 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2243 members 
Mstep: Class 24 contains 61197 members 
Mstep: Class 25 contains 15502 members 
Mstep: Class 26 contains 4786 members 
Mstep: Class 27 contains 61609 members 
Mstep: Class 28 contains 5580 members 
Mstep: Class 29 contains 6233 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 77367 members 
Mstep: Class 32 contains 5007 members 
Mstep: Class 33 contains 7825 members 
Mstep: Class 34 contains 4038 members 
Mstep: Class 35 contains 531492 members 
Mstep: Class 36 contains 26811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988776.000000 Penalty: 126742.460938
Iteration 363Q: 37 clusters Score -1.119888e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120826 members 
Mstep: Class 2 contains 47415 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152069 members 
Mstep: Class 5 contains 8897 members 
Mstep: Class 6 contains 9624 members 
Mstep: Class 7 contains 32577 members 
Mstep: Class 8 contains 3236 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3398 members 
Mstep: Class 11 contains 8131 members 
Mstep: Class 12 contains 13839 members 
Mstep: Class 13 contains 61372 members 
Mstep: Class 14 contains 2408 members 
Mstep: Class 15 contains 23361 members 
Mstep: Class 16 contains 4318 members 
Mstep: Class 17 contains 16390 members 
Mstep: Class 18 contains 75898 members 
Mstep: Class 19 contains 8720 members 
Mstep: Class 20 contains 21564 members 
Mstep: Class 21 contains 23609 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2243 members 
Mstep: Class 24 contains 61196 members 
Mstep: Class 25 contains 15502 members 
Mstep: Class 26 contains 4786 members 
Mstep: Class 27 contains 61612 members 
Mstep: Class 28 contains 5580 members 
Mstep: Class 29 contains 6233 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 77368 members 
Mstep: Class 32 contains 5007 members 
Mstep: Class 33 contains 7825 members 
Mstep: Class 34 contains 4038 members 
Mstep: Class 35 contains 531489 members 
Mstep: Class 36 contains 26813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988848.000000 Penalty: 126742.460938
Iteration 364Q: 37 clusters Score -1.119888e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120824 members 
Mstep: Class 2 contains 47416 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152070 members 
Mstep: Class 5 contains 8897 members 
Mstep: Class 6 contains 9624 members 
Mstep: Class 7 contains 32577 members 
Mstep: Class 8 contains 3236 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3398 members 
Mstep: Class 11 contains 8131 members 
Mstep: Class 12 contains 13839 members 
Mstep: Class 13 contains 61371 members 
Mstep: Class 14 contains 2408 members 
Mstep: Class 15 contains 23361 members 
Mstep: Class 16 contains 4318 members 
Mstep: Class 17 contains 16390 members 
Mstep: Class 18 contains 75898 members 
Mstep: Class 19 contains 8720 members 
Mstep: Class 20 contains 21564 members 
Mstep: Class 21 contains 23609 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2243 members 
Mstep: Class 24 contains 61194 members 
Mstep: Class 25 contains 15502 members 
Mstep: Class 26 contains 4786 members 
Mstep: Class 27 contains 61612 members 
Mstep: Class 28 contains 5580 members 
Mstep: Class 29 contains 6233 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 77371 members 
Mstep: Class 32 contains 5007 members 
Mstep: Class 33 contains 7825 members 
Mstep: Class 34 contains 4038 members 
Mstep: Class 35 contains 531488 members 
Mstep: Class 36 contains 26814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988840.000000 Penalty: 126742.460938
Iteration 365Q: 37 clusters Score -1.119888e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120822 members 
Mstep: Class 2 contains 47417 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152071 members 
Mstep: Class 5 contains 8897 members 
Mstep: Class 6 contains 9624 members 
Mstep: Class 7 contains 32577 members 
Mstep: Class 8 contains 3236 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3398 members 
Mstep: Class 11 contains 8131 members 
Mstep: Class 12 contains 13839 members 
Mstep: Class 13 contains 61370 members 
Mstep: Class 14 contains 2408 members 
Mstep: Class 15 contains 23361 members 
Mstep: Class 16 contains 4318 members 
Mstep: Class 17 contains 16390 members 
Mstep: Class 18 contains 75899 members 
Mstep: Class 19 contains 8720 members 
Mstep: Class 20 contains 21564 members 
Mstep: Class 21 contains 23609 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2243 members 
Mstep: Class 24 contains 61193 members 
Mstep: Class 25 contains 15502 members 
Mstep: Class 26 contains 4786 members 
Mstep: Class 27 contains 61613 members 
Mstep: Class 28 contains 5580 members 
Mstep: Class 29 contains 6233 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 77371 members 
Mstep: Class 32 contains 5007 members 
Mstep: Class 33 contains 7825 members 
Mstep: Class 34 contains 4038 members 
Mstep: Class 35 contains 531488 members 
Mstep: Class 36 contains 26814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988832.000000 Penalty: 126742.460938
Iteration 366Q: 37 clusters Score -1.119888e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120821 members 
Mstep: Class 2 contains 47417 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152071 members 
Mstep: Class 5 contains 8897 members 
Mstep: Class 6 contains 9624 members 
Mstep: Class 7 contains 32578 members 
Mstep: Class 8 contains 3236 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3398 members 
Mstep: Class 11 contains 8131 members 
Mstep: Class 12 contains 13839 members 
Mstep: Class 13 contains 61370 members 
Mstep: Class 14 contains 2408 members 
Mstep: Class 15 contains 23361 members 
Mstep: Class 16 contains 4318 members 
Mstep: Class 17 contains 16390 members 
Mstep: Class 18 contains 75900 members 
Mstep: Class 19 contains 8720 members 
Mstep: Class 20 contains 21564 members 
Mstep: Class 21 contains 23608 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2243 members 
Mstep: Class 24 contains 61193 members 
Mstep: Class 25 contains 15502 members 
Mstep: Class 26 contains 4786 members 
Mstep: Class 27 contains 61613 members 
Mstep: Class 28 contains 5580 members 
Mstep: Class 29 contains 6233 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 77372 members 
Mstep: Class 32 contains 5007 members 
Mstep: Class 33 contains 7825 members 
Mstep: Class 34 contains 4038 members 
Mstep: Class 35 contains 531485 members 
Mstep: Class 36 contains 26816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988840.000000 Penalty: 126742.460938
Iteration 367Q: 37 clusters Score -1.119888e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120819 members 
Mstep: Class 2 contains 47418 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152071 members 
Mstep: Class 5 contains 8897 members 
Mstep: Class 6 contains 9624 members 
Mstep: Class 7 contains 32579 members 
Mstep: Class 8 contains 3236 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3398 members 
Mstep: Class 11 contains 8131 members 
Mstep: Class 12 contains 13839 members 
Mstep: Class 13 contains 61370 members 
Mstep: Class 14 contains 2408 members 
Mstep: Class 15 contains 23361 members 
Mstep: Class 16 contains 4318 members 
Mstep: Class 17 contains 16390 members 
Mstep: Class 18 contains 75900 members 
Mstep: Class 19 contains 8720 members 
Mstep: Class 20 contains 21564 members 
Mstep: Class 21 contains 23609 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2243 members 
Mstep: Class 24 contains 61192 members 
Mstep: Class 25 contains 15502 members 
Mstep: Class 26 contains 4786 members 
Mstep: Class 27 contains 61613 members 
Mstep: Class 28 contains 5580 members 
Mstep: Class 29 contains 6233 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 77373 members 
Mstep: Class 32 contains 5007 members 
Mstep: Class 33 contains 7825 members 
Mstep: Class 34 contains 4038 members 
Mstep: Class 35 contains 531485 members 
Mstep: Class 36 contains 26815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988864.000000 Penalty: 126742.460938
Iteration 368Q: 37 clusters Score -1.119889e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120818 members 
Mstep: Class 2 contains 47419 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152071 members 
Mstep: Class 5 contains 8897 members 
Mstep: Class 6 contains 9624 members 
Mstep: Class 7 contains 32579 members 
Mstep: Class 8 contains 3236 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3398 members 
Mstep: Class 11 contains 8131 members 
Mstep: Class 12 contains 13839 members 
Mstep: Class 13 contains 61370 members 
Mstep: Class 14 contains 2408 members 
Mstep: Class 15 contains 23361 members 
Mstep: Class 16 contains 4318 members 
Mstep: Class 17 contains 16390 members 
Mstep: Class 18 contains 75900 members 
Mstep: Class 19 contains 8720 members 
Mstep: Class 20 contains 21564 members 
Mstep: Class 21 contains 23609 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2243 members 
Mstep: Class 24 contains 61191 members 
Mstep: Class 25 contains 15502 members 
Mstep: Class 26 contains 4786 members 
Mstep: Class 27 contains 61613 members 
Mstep: Class 28 contains 5580 members 
Mstep: Class 29 contains 6233 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 77373 members 
Mstep: Class 32 contains 5007 members 
Mstep: Class 33 contains 7825 members 
Mstep: Class 34 contains 4038 members 
Mstep: Class 35 contains 531485 members 
Mstep: Class 36 contains 26816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988848.000000 Penalty: 126742.460938
Iteration 369Q: 37 clusters Score -1.119888e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120820 members 
Mstep: Class 2 contains 47419 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152071 members 
Mstep: Class 5 contains 8897 members 
Mstep: Class 6 contains 9624 members 
Mstep: Class 7 contains 32578 members 
Mstep: Class 8 contains 3237 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3398 members 
Mstep: Class 11 contains 8131 members 
Mstep: Class 12 contains 13839 members 
Mstep: Class 13 contains 61370 members 
Mstep: Class 14 contains 2408 members 
Mstep: Class 15 contains 23361 members 
Mstep: Class 16 contains 4318 members 
Mstep: Class 17 contains 16390 members 
Mstep: Class 18 contains 75900 members 
Mstep: Class 19 contains 8720 members 
Mstep: Class 20 contains 21564 members 
Mstep: Class 21 contains 23608 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2243 members 
Mstep: Class 24 contains 61191 members 
Mstep: Class 25 contains 15502 members 
Mstep: Class 26 contains 4786 members 
Mstep: Class 27 contains 61613 members 
Mstep: Class 28 contains 5580 members 
Mstep: Class 29 contains 6233 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 77373 members 
Mstep: Class 32 contains 5007 members 
Mstep: Class 33 contains 7825 members 
Mstep: Class 34 contains 4038 members 
Mstep: Class 35 contains 531484 members 
Mstep: Class 36 contains 26816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988864.000000 Penalty: 126742.460938
Iteration 370Q: 37 clusters Score -1.119889e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120820 members 
Mstep: Class 2 contains 47419 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152071 members 
Mstep: Class 5 contains 8897 members 
Mstep: Class 6 contains 9624 members 
Mstep: Class 7 contains 32578 members 
Mstep: Class 8 contains 3237 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3398 members 
Mstep: Class 11 contains 8131 members 
Mstep: Class 12 contains 13839 members 
Mstep: Class 13 contains 61370 members 
Mstep: Class 14 contains 2408 members 
Mstep: Class 15 contains 23361 members 
Mstep: Class 16 contains 4318 members 
Mstep: Class 17 contains 16390 members 
Mstep: Class 18 contains 75900 members 
Mstep: Class 19 contains 8720 members 
Mstep: Class 20 contains 21564 members 
Mstep: Class 21 contains 23608 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2243 members 
Mstep: Class 24 contains 61191 members 
Mstep: Class 25 contains 15502 members 
Mstep: Class 26 contains 4786 members 
Mstep: Class 27 contains 61613 members 
Mstep: Class 28 contains 5580 members 
Mstep: Class 29 contains 6233 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 77373 members 
Mstep: Class 32 contains 5007 members 
Mstep: Class 33 contains 7825 members 
Mstep: Class 34 contains 4038 members 
Mstep: Class 35 contains 531484 members 
Mstep: Class 36 contains 26816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988864.000000 Penalty: 126742.460938
Iteration 371F: 37 clusters Score -1.119889e+08 nChanged 0
Entering ConstructFrom: 
Score: -111988864.000000 Penalty: 126742.460938
Entering ConstructFrom: 
Trying to split cluster 1 (120820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120820 members 
Entering Unmasked Estep 
Score: -9648319.000000 Penalty: 2902.110107
	Iteration 0F: 2 clusters Score -9648319 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60376 members 
Mstep: Class 2 contains 60444 members 
Entering Unmasked Estep 
Score: -9567247.000000 Penalty: 5804.220215
	Iteration 0F: 3 clusters Score -9567247 nChanged 57580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59634 members 
Mstep: Class 2 contains 61186 members 
Entering Unmasked Estep 
Score: -9600729.000000 Penalty: 5804.220215
	Iteration 1F: 3 clusters Score -9600729 nChanged 4280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59020 members 
Mstep: Class 2 contains 61800 members 
Entering Unmasked Estep 
Score: -9601941.000000 Penalty: 5804.220215
	Iteration 2Q: 3 clusters Score -9601941 nChanged 4445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58107 members 
Mstep: Class 2 contains 62713 members 
Entering Unmasked Estep 
Score: -9603250.000000 Penalty: 5804.220215
	Iteration 3Q: 3 clusters Score -9603250 nChanged 4670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56833 members 
Mstep: Class 2 contains 63987 members 
Entering Unmasked Estep 
Score: -9604789.000000 Penalty: 5804.220215
	Iteration 4Q: 3 clusters Score -9604789 nChanged 4982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55051 members 
Mstep: Class 2 contains 65769 members 
Entering Unmasked Estep 
Score: -9606561.000000 Penalty: 5804.220215
	Iteration 5Q: 3 clusters Score -9606561 nChanged 5485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52722 members 
Mstep: Class 2 contains 68098 members 
Entering Unmasked Estep 
Score: -9608750.000000 Penalty: 5804.220215
	Iteration 6Q: 3 clusters Score -9608750 nChanged 5883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49797 members 
Mstep: Class 2 contains 71023 members 
Entering Unmasked Estep 
Score: -9611560.000000 Penalty: 5804.220215
	Iteration 7Q: 3 clusters Score -9611560 nChanged 6361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46326 members 
Mstep: Class 2 contains 74494 members 
Entering Unmasked Estep 
Score: -9615055.000000 Penalty: 5804.220215
	Iteration 8F: 3 clusters Score -9615055 nChanged 6633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42675 members 
Mstep: Class 2 contains 78145 members 
Entering Unmasked Estep 
Score: -9619486.000000 Penalty: 5804.220215
	Iteration 9F: 3 clusters Score -9619486 nChanged 6589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39228 members 
Mstep: Class 2 contains 81592 members 
Entering Unmasked Estep 
Score: -9624176.000000 Penalty: 5804.220215
	Iteration 10F: 3 clusters Score -9624176 nChanged 5792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36362 members 
Mstep: Class 2 contains 84458 members 
Entering Unmasked Estep 
Score: -9627693.000000 Penalty: 5804.220215
	Iteration 11Q: 3 clusters Score -9627693 nChanged 4455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33939 members 
Mstep: Class 2 contains 86881 members 
Entering Unmasked Estep 
Score: -9630038.000000 Penalty: 5804.220215
	Iteration 12Q: 3 clusters Score -9630038 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31626 members 
Mstep: Class 2 contains 89194 members 
Entering Unmasked Estep 
Score: -9631723.000000 Penalty: 5804.220215
	Iteration 13Q: 3 clusters Score -9631723 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29336 members 
Mstep: Class 2 contains 91484 members 
Entering Unmasked Estep 
Score: -9633131.000000 Penalty: 5804.220215
	Iteration 14Q: 3 clusters Score -9633131 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27046 members 
Mstep: Class 2 contains 93774 members 
Entering Unmasked Estep 
Score: -9634583.000000 Penalty: 5804.220215
	Iteration 15Q: 3 clusters Score -9634583 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24812 members 
Mstep: Class 2 contains 96008 members 
Entering Unmasked Estep 
Score: -9635954.000000 Penalty: 5804.220215
	Iteration 16Q: 3 clusters Score -9635954 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22784 members 
Mstep: Class 2 contains 98036 members 
Entering Unmasked Estep 
Score: -9637375.000000 Penalty: 5804.220215
	Iteration 17Q: 3 clusters Score -9637375 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20897 members 
Mstep: Class 2 contains 99923 members 
Entering Unmasked Estep 
Score: -9638709.000000 Penalty: 5804.220215
	Iteration 18Q: 3 clusters Score -9638709 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19291 members 
Mstep: Class 2 contains 101529 members 
Entering Unmasked Estep 
Score: -9639809.000000 Penalty: 5804.220215
	Iteration 19Q: 3 clusters Score -9639809 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17925 members 
Mstep: Class 2 contains 102895 members 
Entering Unmasked Estep 
Score: -9640647.000000 Penalty: 5804.220215
	Iteration 20F: 3 clusters Score -9640647 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16741 members 
Mstep: Class 2 contains 104079 members 
Entering Unmasked Estep 
Score: -9641318.000000 Penalty: 5804.220215
	Iteration 21Q: 3 clusters Score -9641318 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15656 members 
Mstep: Class 2 contains 105164 members 
Entering Unmasked Estep 
Score: -9641910.000000 Penalty: 5804.220215
	Iteration 22Q: 3 clusters Score -9641910 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14719 members 
Mstep: Class 2 contains 106101 members 
Entering Unmasked Estep 
Score: -9642330.000000 Penalty: 5804.220215
	Iteration 23Q: 3 clusters Score -9642330 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 106989 members 
Entering Unmasked Estep 
Score: -9642670.000000 Penalty: 5804.220215
	Iteration 24Q: 3 clusters Score -9642670 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 107817 members 
Entering Unmasked Estep 
Score: -9642911.000000 Penalty: 5804.220215
	Iteration 25Q: 3 clusters Score -9642911 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 108567 members 
Entering Unmasked Estep 
Score: -9643189.000000 Penalty: 5804.220215
	Iteration 26Q: 3 clusters Score -9643189 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 109207 members 
Entering Unmasked Estep 
Score: -9643347.000000 Penalty: 5804.220215
	Iteration 27Q: 3 clusters Score -9643347 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 109806 members 
Entering Unmasked Estep 
Score: -9643513.000000 Penalty: 5804.220215
	Iteration 28Q: 3 clusters Score -9643513 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 110355 members 
Entering Unmasked Estep 
Score: -9643644.000000 Penalty: 5804.220215
	Iteration 29Q: 3 clusters Score -9643644 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 110828 members 
Entering Unmasked Estep 
Score: -9643779.000000 Penalty: 5804.220215
	Iteration 30Q: 3 clusters Score -9643779 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 111309 members 
Entering Unmasked Estep 
Score: -9643903.000000 Penalty: 5804.220215
	Iteration 31Q: 3 clusters Score -9643903 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 111796 members 
Entering Unmasked Estep 
Score: -9644033.000000 Penalty: 5804.220215
	Iteration 32Q: 3 clusters Score -9644033 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 112253 members 
Entering Unmasked Estep 
Score: -9644134.000000 Penalty: 5804.220215
	Iteration 33Q: 3 clusters Score -9644134 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 112717 members 
Entering Unmasked Estep 
Score: -9644245.000000 Penalty: 5804.220215
	Iteration 34Q: 3 clusters Score -9644245 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 113161 members 
Entering Unmasked Estep 
Score: -9644373.000000 Penalty: 5804.220215
	Iteration 35Q: 3 clusters Score -9644373 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 113581 members 
Entering Unmasked Estep 
Score: -9644489.000000 Penalty: 5804.220215
	Iteration 36Q: 3 clusters Score -9644489 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 113984 members 
Entering Unmasked Estep 
Score: -9644593.000000 Penalty: 5804.220215
	Iteration 37Q: 3 clusters Score -9644593 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 114372 members 
Entering Unmasked Estep 
Score: -9644708.000000 Penalty: 5804.220215
	Iteration 38Q: 3 clusters Score -9644708 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 114736 members 
Entering Unmasked Estep 
Score: -9644796.000000 Penalty: 5804.220215
	Iteration 39Q: 3 clusters Score -9644796 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 115069 members 
Entering Unmasked Estep 
Score: -9644908.000000 Penalty: 5804.220215
	Iteration 40F: 3 clusters Score -9644908 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 115388 members 
Entering Unmasked Estep 
Score: -9645004.000000 Penalty: 5804.220215
	Iteration 41Q: 3 clusters Score -9645004 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 115687 members 
Entering Unmasked Estep 
Score: -9645120.000000 Penalty: 5804.220215
	Iteration 42Q: 3 clusters Score -9645120 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 115960 members 
Entering Unmasked Estep 
Score: -9645195.000000 Penalty: 5804.220215
	Iteration 43Q: 3 clusters Score -9645195 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 116214 members 
Entering Unmasked Estep 
Score: -9645251.000000 Penalty: 5804.220215
	Iteration 44Q: 3 clusters Score -9645251 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 116429 members 
Entering Unmasked Estep 
Score: -9645290.000000 Penalty: 5804.220215
	Iteration 45Q: 3 clusters Score -9645290 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 116629 members 
Entering Unmasked Estep 
Score: -9645361.000000 Penalty: 5804.220215
	Iteration 46Q: 3 clusters Score -9645361 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 116806 members 
Entering Unmasked Estep 
Score: -9645413.000000 Penalty: 5804.220215
	Iteration 47Q: 3 clusters Score -9645413 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 116989 members 
Entering Unmasked Estep 
Score: -9645450.000000 Penalty: 5804.220215
	Iteration 48Q: 3 clusters Score -9645450 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 117133 members 
Entering Unmasked Estep 
Score: -9645475.000000 Penalty: 5804.220215
	Iteration 49Q: 3 clusters Score -9645475 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 117272 members 
Entering Unmasked Estep 
Score: -9645522.000000 Penalty: 5804.220215
	Iteration 50Q: 3 clusters Score -9645522 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 117402 members 
Entering Unmasked Estep 
Score: -9645570.000000 Penalty: 5804.220215
	Iteration 51Q: 3 clusters Score -9645570 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 117523 members 
Entering Unmasked Estep 
Score: -9645592.000000 Penalty: 5804.220215
	Iteration 52Q: 3 clusters Score -9645592 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 117629 members 
Entering Unmasked Estep 
Score: -9645608.000000 Penalty: 5804.220215
	Iteration 53Q: 3 clusters Score -9645608 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 117736 members 
Entering Unmasked Estep 
Score: -9645638.000000 Penalty: 5804.220215
	Iteration 54Q: 3 clusters Score -9645638 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 117842 members 
Entering Unmasked Estep 
Score: -9645687.000000 Penalty: 5804.220215
	Iteration 55Q: 3 clusters Score -9645687 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 117938 members 
Entering Unmasked Estep 
Score: -9645730.000000 Penalty: 5804.220215
	Iteration 56Q: 3 clusters Score -9645730 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 118010 members 
Entering Unmasked Estep 
Score: -9645736.000000 Penalty: 5804.220215
	Iteration 57Q: 3 clusters Score -9645736 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 118092 members 
Entering Unmasked Estep 
Score: -9645777.000000 Penalty: 5804.220215
	Iteration 58Q: 3 clusters Score -9645777 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 118160 members 
Entering Unmasked Estep 
Score: -9645784.000000 Penalty: 5804.220215
	Iteration 59Q: 3 clusters Score -9645784 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 118231 members 
Entering Unmasked Estep 
Score: -9645819.000000 Penalty: 5804.220215
	Iteration 60F: 3 clusters Score -9645819 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 118307 members 
Entering Unmasked Estep 
Score: -9645848.000000 Penalty: 5804.220215
	Iteration 61Q: 3 clusters Score -9645848 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 118371 members 
Entering Unmasked Estep 
Score: -9645856.000000 Penalty: 5804.220215
	Iteration 62Q: 3 clusters Score -9645856 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 118425 members 
Entering Unmasked Estep 
Score: -9645862.000000 Penalty: 5804.220215
	Iteration 63Q: 3 clusters Score -9645862 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 118462 members 
Entering Unmasked Estep 
Score: -9645872.000000 Penalty: 5804.220215
	Iteration 64Q: 3 clusters Score -9645872 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 118494 members 
Entering Unmasked Estep 
Score: -9645885.000000 Penalty: 5804.220215
	Iteration 65Q: 3 clusters Score -9645885 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 118528 members 
Entering Unmasked Estep 
Score: -9645881.000000 Penalty: 5804.220215
	Iteration 66Q: 3 clusters Score -9645881 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 118550 members 
Entering Unmasked Estep 
Score: -9645890.000000 Penalty: 5804.220215
	Iteration 67Q: 3 clusters Score -9645890 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 118580 members 
Entering Unmasked Estep 
Score: -9645895.000000 Penalty: 5804.220215
	Iteration 68Q: 3 clusters Score -9645895 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 118610 members 
Entering Unmasked Estep 
Score: -9645900.000000 Penalty: 5804.220215
	Iteration 69Q: 3 clusters Score -9645900 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 118635 members 
Entering Unmasked Estep 
Score: -9645895.000000 Penalty: 5804.220215
	Iteration 70Q: 3 clusters Score -9645895 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 118663 members 
Entering Unmasked Estep 
Score: -9645907.000000 Penalty: 5804.220215
	Iteration 71Q: 3 clusters Score -9645907 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 118687 members 
Entering Unmasked Estep 
Score: -9645924.000000 Penalty: 5804.220215
	Iteration 72Q: 3 clusters Score -9645924 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 118716 members 
Entering Unmasked Estep 
Score: -9645920.000000 Penalty: 5804.220215
	Iteration 73Q: 3 clusters Score -9645920 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 118743 members 
Entering Unmasked Estep 
Score: -9645940.000000 Penalty: 5804.220215
	Iteration 74Q: 3 clusters Score -9645940 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 118764 members 
Entering Unmasked Estep 
Score: -9645944.000000 Penalty: 5804.220215
	Iteration 75Q: 3 clusters Score -9645944 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 118782 members 
Entering Unmasked Estep 
Score: -9645952.000000 Penalty: 5804.220215
	Iteration 76Q: 3 clusters Score -9645952 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 118802 members 
Entering Unmasked Estep 
Score: -9645968.000000 Penalty: 5804.220215
	Iteration 77Q: 3 clusters Score -9645968 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 118814 members 
Entering Unmasked Estep 
Score: -9645970.000000 Penalty: 5804.220215
	Iteration 78Q: 3 clusters Score -9645970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 118820 members 
Entering Unmasked Estep 
Score: -9645968.000000 Penalty: 5804.220215
	Iteration 79Q: 3 clusters Score -9645968 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 118828 members 
Entering Unmasked Estep 
Score: -9645976.000000 Penalty: 5804.220215
	Iteration 80F: 3 clusters Score -9645976 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 118836 members 
Entering Unmasked Estep 
Score: -9645969.000000 Penalty: 5804.220215
	Iteration 81Q: 3 clusters Score -9645969 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 118839 members 
Entering Unmasked Estep 
Score: -9645978.000000 Penalty: 5804.220215
	Iteration 82Q: 3 clusters Score -9645978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 118840 members 
Entering Unmasked Estep 
Score: -9645966.000000 Penalty: 5804.220215
	Iteration 83Q: 3 clusters Score -9645966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 118843 members 
Entering Unmasked Estep 
Score: -9645968.000000 Penalty: 5804.220215
	Iteration 84Q: 3 clusters Score -9645968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 118844 members 
Entering Unmasked Estep 
Score: -9645971.000000 Penalty: 5804.220215
	Iteration 85Q: 3 clusters Score -9645971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 118845 members 
Entering Unmasked Estep 
Score: -9645970.000000 Penalty: 5804.220215
	Iteration 86Q: 3 clusters Score -9645970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 118846 members 
Entering Unmasked Estep 
Score: -9645979.000000 Penalty: 5804.220215
	Iteration 87Q: 3 clusters Score -9645979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 118848 members 
Entering Unmasked Estep 
Score: -9645981.000000 Penalty: 5804.220215
	Iteration 88Q: 3 clusters Score -9645981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 118850 members 
Entering Unmasked Estep 
Score: -9645979.000000 Penalty: 5804.220215
	Iteration 89Q: 3 clusters Score -9645979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 118849 members 
Entering Unmasked Estep 
Score: -9645978.000000 Penalty: 5804.220215
	Iteration 90Q: 3 clusters Score -9645978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 118849 members 
Entering Unmasked Estep 
Score: -9645978.000000 Penalty: 5804.220215
	Iteration 91F: 3 clusters Score -9645978 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (47419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47419 members 
Entering Unmasked Estep 
Score: -3704749.500000 Penalty: 2670.160889
	Iteration 0F: 2 clusters Score -3704750 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23667 members 
Mstep: Class 2 contains 23752 members 
Entering Unmasked Estep 
Score: -3672562.250000 Penalty: 5340.321777
	Iteration 0F: 3 clusters Score -3672562 nChanged 21966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23055 members 
Mstep: Class 2 contains 24364 members 
Entering Unmasked Estep 
Score: -3685227.750000 Penalty: 5340.321777
	Iteration 1F: 3 clusters Score -3685228 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22736 members 
Mstep: Class 2 contains 24683 members 
Entering Unmasked Estep 
Score: -3686243.750000 Penalty: 5340.321777
	Iteration 2Q: 3 clusters Score -3686244 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22369 members 
Mstep: Class 2 contains 25050 members 
Entering Unmasked Estep 
Score: -3687480.750000 Penalty: 5340.321777
	Iteration 3F: 3 clusters Score -3687481 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21866 members 
Mstep: Class 2 contains 25553 members 
Entering Unmasked Estep 
Score: -3689086.000000 Penalty: 5340.321777
	Iteration 4F: 3 clusters Score -3689086 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21331 members 
Mstep: Class 2 contains 26088 members 
Entering Unmasked Estep 
Score: -3691017.250000 Penalty: 5340.321777
	Iteration 5F: 3 clusters Score -3691017 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20772 members 
Mstep: Class 2 contains 26647 members 
Entering Unmasked Estep 
Score: -3693211.250000 Penalty: 5340.321777
	Iteration 6F: 3 clusters Score -3693211 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20164 members 
Mstep: Class 2 contains 27255 members 
Entering Unmasked Estep 
Score: -3695464.500000 Penalty: 5340.321777
	Iteration 7F: 3 clusters Score -3695464 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19480 members 
Mstep: Class 2 contains 27939 members 
Entering Unmasked Estep 
Score: -3697481.250000 Penalty: 5340.321777
	Iteration 8F: 3 clusters Score -3697481 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18844 members 
Mstep: Class 2 contains 28575 members 
Entering Unmasked Estep 
Score: -3698901.500000 Penalty: 5340.321777
	Iteration 9Q: 3 clusters Score -3698902 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18314 members 
Mstep: Class 2 contains 29105 members 
Entering Unmasked Estep 
Score: -3699704.500000 Penalty: 5340.321777
	Iteration 10Q: 3 clusters Score -3699704 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 29627 members 
Entering Unmasked Estep 
Score: -3700235.750000 Penalty: 5340.321777
	Iteration 11Q: 3 clusters Score -3700236 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17350 members 
Mstep: Class 2 contains 30069 members 
Entering Unmasked Estep 
Score: -3700570.750000 Penalty: 5340.321777
	Iteration 12Q: 3 clusters Score -3700571 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 30482 members 
Entering Unmasked Estep 
Score: -3700865.750000 Penalty: 5340.321777
	Iteration 13Q: 3 clusters Score -3700866 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16570 members 
Mstep: Class 2 contains 30849 members 
Entering Unmasked Estep 
Score: -3701113.000000 Penalty: 5340.321777
	Iteration 14Q: 3 clusters Score -3701113 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 31167 members 
Entering Unmasked Estep 
Score: -3701329.250000 Penalty: 5340.321777
	Iteration 15Q: 3 clusters Score -3701329 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15938 members 
Mstep: Class 2 contains 31481 members 
Entering Unmasked Estep 
Score: -3701578.500000 Penalty: 5340.321777
	Iteration 16Q: 3 clusters Score -3701578 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 31816 members 
Entering Unmasked Estep 
Score: -3701873.750000 Penalty: 5340.321777
	Iteration 17Q: 3 clusters Score -3701874 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 32092 members 
Entering Unmasked Estep 
Score: -3702175.500000 Penalty: 5340.321777
	Iteration 18Q: 3 clusters Score -3702176 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 32303 members 
Entering Unmasked Estep 
Score: -3702495.250000 Penalty: 5340.321777
	Iteration 19Q: 3 clusters Score -3702495 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 32502 members 
Entering Unmasked Estep 
Score: -3702876.750000 Penalty: 5340.321777
	Iteration 20F: 3 clusters Score -3702877 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 32663 members 
Entering Unmasked Estep 
Score: -3703357.750000 Penalty: 5340.321777
	Iteration 21Q: 3 clusters Score -3703358 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 32797 members 
Entering Unmasked Estep 
Score: -3703727.500000 Penalty: 5340.321777
	Iteration 22Q: 3 clusters Score -3703728 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 32900 members 
Entering Unmasked Estep 
Score: -3703975.250000 Penalty: 5340.321777
	Iteration 23Q: 3 clusters Score -3703975 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 33002 members 
Entering Unmasked Estep 
Score: -3704183.250000 Penalty: 5340.321777
	Iteration 24Q: 3 clusters Score -3704183 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 33091 members 
Entering Unmasked Estep 
Score: -3704342.500000 Penalty: 5340.321777
	Iteration 25Q: 3 clusters Score -3704342 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 33183 members 
Entering Unmasked Estep 
Score: -3704449.500000 Penalty: 5340.321777
	Iteration 26Q: 3 clusters Score -3704450 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 33250 members 
Entering Unmasked Estep 
Score: -3704533.750000 Penalty: 5340.321777
	Iteration 27Q: 3 clusters Score -3704534 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 33333 members 
Entering Unmasked Estep 
Score: -3704613.000000 Penalty: 5340.321777
	Iteration 28Q: 3 clusters Score -3704613 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 33457 members 
Entering Unmasked Estep 
Score: -3704675.000000 Penalty: 5340.321777
	Iteration 29Q: 3 clusters Score -3704675 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 33574 members 
Entering Unmasked Estep 
Score: -3704714.000000 Penalty: 5340.321777
	Iteration 30Q: 3 clusters Score -3704714 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 33695 members 
Entering Unmasked Estep 
Score: -3704748.250000 Penalty: 5340.321777
	Iteration 31Q: 3 clusters Score -3704748 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 33791 members 
Entering Unmasked Estep 
Score: -3704770.250000 Penalty: 5340.321777
	Iteration 32Q: 3 clusters Score -3704770 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 33880 members 
Entering Unmasked Estep 
Score: -3704773.250000 Penalty: 5340.321777
	Iteration 33Q: 3 clusters Score -3704773 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 33946 members 
Entering Unmasked Estep 
Score: -3704796.000000 Penalty: 5340.321777
	Iteration 34Q: 3 clusters Score -3704796 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 34010 members 
Entering Unmasked Estep 
Score: -3704801.750000 Penalty: 5340.321777
	Iteration 35Q: 3 clusters Score -3704802 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 34071 members 
Entering Unmasked Estep 
Score: -3704811.000000 Penalty: 5340.321777
	Iteration 36Q: 3 clusters Score -3704811 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 34127 members 
Entering Unmasked Estep 
Score: -3704819.750000 Penalty: 5340.321777
	Iteration 37Q: 3 clusters Score -3704820 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 34177 members 
Entering Unmasked Estep 
Score: -3704842.000000 Penalty: 5340.321777
	Iteration 38Q: 3 clusters Score -3704842 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 34220 members 
Entering Unmasked Estep 
Score: -3704836.250000 Penalty: 5340.321777
	Iteration 39Q: 3 clusters Score -3704836 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 34257 members 
Entering Unmasked Estep 
Score: -3704836.500000 Penalty: 5340.321777
	Iteration 40F: 3 clusters Score -3704836 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 34289 members 
Entering Unmasked Estep 
Score: -3704839.750000 Penalty: 5340.321777
	Iteration 41Q: 3 clusters Score -3704840 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 34308 members 
Entering Unmasked Estep 
Score: -3704844.750000 Penalty: 5340.321777
	Iteration 42Q: 3 clusters Score -3704845 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 34323 members 
Entering Unmasked Estep 
Score: -3704850.000000 Penalty: 5340.321777
	Iteration 43Q: 3 clusters Score -3704850 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 34337 members 
Entering Unmasked Estep 
Score: -3704849.250000 Penalty: 5340.321777
	Iteration 44Q: 3 clusters Score -3704849 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 34350 members 
Entering Unmasked Estep 
Score: -3704852.500000 Penalty: 5340.321777
	Iteration 45Q: 3 clusters Score -3704852 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 34367 members 
Entering Unmasked Estep 
Score: -3704855.250000 Penalty: 5340.321777
	Iteration 46Q: 3 clusters Score -3704855 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 34374 members 
Entering Unmasked Estep 
Score: -3704856.500000 Penalty: 5340.321777
	Iteration 47Q: 3 clusters Score -3704856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 34379 members 
Entering Unmasked Estep 
Score: -3704857.500000 Penalty: 5340.321777
	Iteration 48Q: 3 clusters Score -3704858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 34380 members 
Entering Unmasked Estep 
Score: -3704858.750000 Penalty: 5340.321777
	Iteration 49Q: 3 clusters Score -3704859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 34380 members 
Entering Unmasked Estep 
Score: -3704857.750000 Penalty: 5340.321777
	Iteration 50Q: 3 clusters Score -3704858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 34381 members 
Entering Unmasked Estep 
Score: -3704860.500000 Penalty: 5340.321777
	Iteration 51Q: 3 clusters Score -3704860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 34381 members 
Entering Unmasked Estep 
Score: -3704856.250000 Penalty: 5340.321777
	Iteration 52Q: 3 clusters Score -3704856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 34382 members 
Entering Unmasked Estep 
Score: -3704857.250000 Penalty: 5340.321777
	Iteration 53Q: 3 clusters Score -3704857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 34383 members 
Entering Unmasked Estep 
Score: -3704858.000000 Penalty: 5340.321777
	Iteration 54Q: 3 clusters Score -3704858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 34383 members 
Entering Unmasked Estep 
Score: -3704858.000000 Penalty: 5340.321777
	Iteration 55F: 3 clusters Score -3704858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120820 members 
Mstep: Class 2 contains 13036 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152071 members 
Mstep: Class 5 contains 8897 members 
Mstep: Class 6 contains 9624 members 
Mstep: Class 7 contains 32578 members 
Mstep: Class 8 contains 3237 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3398 members 
Mstep: Class 11 contains 8131 members 
Mstep: Class 12 contains 13839 members 
Mstep: Class 13 contains 61370 members 
Mstep: Class 14 contains 2408 members 
Mstep: Class 15 contains 23361 members 
Mstep: Class 16 contains 4318 members 
Mstep: Class 17 contains 16390 members 
Mstep: Class 18 contains 75900 members 
Mstep: Class 19 contains 8720 members 
Mstep: Class 20 contains 21564 members 
Mstep: Class 21 contains 23608 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2243 members 
Mstep: Class 24 contains 61191 members 
Mstep: Class 25 contains 15502 members 
Mstep: Class 26 contains 4786 members 
Mstep: Class 27 contains 61613 members 
Mstep: Class 28 contains 5580 members 
Mstep: Class 29 contains 6233 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 77373 members 
Mstep: Class 32 contains 5007 members 
Mstep: Class 33 contains 7825 members 
Mstep: Class 34 contains 4038 members 
Mstep: Class 35 contains 531484 members 
Mstep: Class 36 contains 26816 members 
Mstep: Class 37 contains 34383 members 
Entering Unmasked Estep 
Score: -111988224.000000 Penalty: 130263.085938
Splitting cluster 2 changes total score from -111988864.000000 to -111988224.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (1253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Entering Unmasked Estep 
Score: -85074.523438 Penalty: 1769.057373
	Iteration 0F: 2 clusters Score -85074.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -82912.984375 Penalty: 3538.114746
	Iteration 0F: 3 clusters Score -82912.98 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -83262.125000 Penalty: 3538.114746
	Iteration 1F: 3 clusters Score -83262.12 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -83384.062500 Penalty: 3538.114746
	Iteration 2F: 3 clusters Score -83384.06 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -83450.320312 Penalty: 3538.114746
	Iteration 3Q: 3 clusters Score -83450.32 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -83498.179688 Penalty: 3538.114746
	Iteration 4Q: 3 clusters Score -83498.18 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -83545.406250 Penalty: 3538.114746
	Iteration 5Q: 3 clusters Score -83545.41 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -83583.992188 Penalty: 3538.114746
	Iteration 6Q: 3 clusters Score -83583.99 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -83599.398438 Penalty: 3538.114746
	Iteration 7Q: 3 clusters Score -83599.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -83608.210938 Penalty: 3538.114746
	Iteration 8Q: 3 clusters Score -83608.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -83614.445312 Penalty: 3538.114746
	Iteration 9Q: 3 clusters Score -83614.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -83617.898438 Penalty: 3538.114746
	Iteration 10Q: 3 clusters Score -83617.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -83622.093750 Penalty: 3538.114746
	Iteration 11Q: 3 clusters Score -83622.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -83623.687500 Penalty: 3538.114746
	Iteration 12Q: 3 clusters Score -83623.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -83624.890625 Penalty: 3538.114746
	Iteration 13Q: 3 clusters Score -83624.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -83625.593750 Penalty: 3538.114746
	Iteration 14Q: 3 clusters Score -83625.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -83625.593750 Penalty: 3538.114746
	Iteration 15F: 3 clusters Score -83625.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (152071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152071 members 
Entering Unmasked Estep 
Score: -12190523.000000 Penalty: 2959.161621
	Iteration 0F: 2 clusters Score -1.219052e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76018 members 
Mstep: Class 2 contains 76053 members 
Entering Unmasked Estep 
Score: -12088503.000000 Penalty: 5918.323242
	Iteration 0F: 3 clusters Score -1.20885e+07 nChanged 72785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74427 members 
Mstep: Class 2 contains 77644 members 
Entering Unmasked Estep 
Score: -12130453.000000 Penalty: 5918.323242
	Iteration 1F: 3 clusters Score -1.213045e+07 nChanged 4335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73462 members 
Mstep: Class 2 contains 78609 members 
Entering Unmasked Estep 
Score: -12131212.000000 Penalty: 5918.323242
	Iteration 2Q: 3 clusters Score -1.213121e+07 nChanged 4529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71895 members 
Mstep: Class 2 contains 80176 members 
Entering Unmasked Estep 
Score: -12132309.000000 Penalty: 5918.323242
	Iteration 3Q: 3 clusters Score -1.213231e+07 nChanged 5094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69407 members 
Mstep: Class 2 contains 82664 members 
Entering Unmasked Estep 
Score: -12133670.000000 Penalty: 5918.323242
	Iteration 4Q: 3 clusters Score -1.213367e+07 nChanged 6046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65553 members 
Mstep: Class 2 contains 86518 members 
Entering Unmasked Estep 
Score: -12135955.000000 Penalty: 5918.323242
	Iteration 5Q: 3 clusters Score -1.213596e+07 nChanged 7657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59978 members 
Mstep: Class 2 contains 92093 members 
Entering Unmasked Estep 
Score: -12139479.000000 Penalty: 5918.323242
	Iteration 6F: 3 clusters Score -1.213948e+07 nChanged 9630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52204 members 
Mstep: Class 2 contains 99867 members 
Entering Unmasked Estep 
Score: -12145327.000000 Penalty: 5918.323242
	Iteration 7F: 3 clusters Score -1.214533e+07 nChanged 11256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42570 members 
Mstep: Class 2 contains 109501 members 
Entering Unmasked Estep 
Score: -12153453.000000 Penalty: 5918.323242
	Iteration 8F: 3 clusters Score -1.215345e+07 nChanged 11869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31921 members 
Mstep: Class 2 contains 120150 members 
Entering Unmasked Estep 
Score: -12162926.000000 Penalty: 5918.323242
	Iteration 9F: 3 clusters Score -1.216293e+07 nChanged 10333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22310 members 
Mstep: Class 2 contains 129761 members 
Entering Unmasked Estep 
Score: -12171079.000000 Penalty: 5918.323242
	Iteration 10F: 3 clusters Score -1.217108e+07 nChanged 7743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 137252 members 
Entering Unmasked Estep 
Score: -12177120.000000 Penalty: 5918.323242
	Iteration 11F: 3 clusters Score -1.217712e+07 nChanged 5416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 142594 members 
Entering Unmasked Estep 
Score: -12181156.000000 Penalty: 5918.323242
	Iteration 12Q: 3 clusters Score -1.218116e+07 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 146273 members 
Entering Unmasked Estep 
Score: -12183983.000000 Penalty: 5918.323242
	Iteration 13Q: 3 clusters Score -1.218398e+07 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 148570 members 
Entering Unmasked Estep 
Score: -12185690.000000 Penalty: 5918.323242
	Iteration 14Q: 3 clusters Score -1.218569e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 149907 members 
Entering Unmasked Estep 
Score: -12186616.000000 Penalty: 5918.323242
	Iteration 15Q: 3 clusters Score -1.218662e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 150638 members 
Entering Unmasked Estep 
Score: -12187164.000000 Penalty: 5918.323242
	Iteration 16Q: 3 clusters Score -1.218716e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 151018 members 
Entering Unmasked Estep 
Score: -12187451.000000 Penalty: 5918.323242
	Iteration 17Q: 3 clusters Score -1.218745e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 151213 members 
Entering Unmasked Estep 
Score: -12187618.000000 Penalty: 5918.323242
	Iteration 18Q: 3 clusters Score -1.218762e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 151349 members 
Entering Unmasked Estep 
Score: -12187713.000000 Penalty: 5918.323242
	Iteration 19Q: 3 clusters Score -1.218771e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 151419 members 
Entering Unmasked Estep 
Score: -12187817.000000 Penalty: 5918.323242
	Iteration 20F: 3 clusters Score -1.218782e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 151465 members 
Entering Unmasked Estep 
Score: -12187875.000000 Penalty: 5918.323242
	Iteration 21Q: 3 clusters Score -1.218788e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 151497 members 
Entering Unmasked Estep 
Score: -12187917.000000 Penalty: 5918.323242
	Iteration 22Q: 3 clusters Score -1.218792e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 151525 members 
Entering Unmasked Estep 
Score: -12187963.000000 Penalty: 5918.323242
	Iteration 23Q: 3 clusters Score -1.218796e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 151541 members 
Entering Unmasked Estep 
Score: -12187973.000000 Penalty: 5918.323242
	Iteration 24Q: 3 clusters Score -1.218797e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 151550 members 
Entering Unmasked Estep 
Score: -12187976.000000 Penalty: 5918.323242
	Iteration 25Q: 3 clusters Score -1.218798e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 151563 members 
Entering Unmasked Estep 
Score: -12187987.000000 Penalty: 5918.323242
	Iteration 26Q: 3 clusters Score -1.218799e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 151568 members 
Entering Unmasked Estep 
Score: -12188011.000000 Penalty: 5918.323242
	Iteration 27Q: 3 clusters Score -1.218801e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 151569 members 
Entering Unmasked Estep 
Score: -12188017.000000 Penalty: 5918.323242
	Iteration 28Q: 3 clusters Score -1.218802e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 151573 members 
Entering Unmasked Estep 
Score: -12188015.000000 Penalty: 5918.323242
	Iteration 29Q: 3 clusters Score -1.218802e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 151577 members 
Entering Unmasked Estep 
Score: -12188023.000000 Penalty: 5918.323242
	Iteration 30Q: 3 clusters Score -1.218802e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 151580 members 
Entering Unmasked Estep 
Score: -12188021.000000 Penalty: 5918.323242
	Iteration 31Q: 3 clusters Score -1.218802e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 151581 members 
Entering Unmasked Estep 
Score: -12188025.000000 Penalty: 5918.323242
	Iteration 32Q: 3 clusters Score -1.218802e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 151582 members 
Entering Unmasked Estep 
Score: -12188023.000000 Penalty: 5918.323242
	Iteration 33Q: 3 clusters Score -1.218802e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 151583 members 
Entering Unmasked Estep 
Score: -12188029.000000 Penalty: 5918.323242
	Iteration 34Q: 3 clusters Score -1.218803e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 151583 members 
Entering Unmasked Estep 
Score: -12188025.000000 Penalty: 5918.323242
	Iteration 35Q: 3 clusters Score -1.218802e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 151585 members 
Entering Unmasked Estep 
Score: -12188022.000000 Penalty: 5918.323242
	Iteration 36Q: 3 clusters Score -1.218802e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 151585 members 
Entering Unmasked Estep 
Score: -12188022.000000 Penalty: 5918.323242
	Iteration 37F: 3 clusters Score -1.218802e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Entering Unmasked Estep 
Score: -656856.750000 Penalty: 2255.180420
	Iteration 0F: 2 clusters Score -656856.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -649827.750000 Penalty: 4510.360840
	Iteration 0F: 3 clusters Score -649827.8 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -651963.437500 Penalty: 4510.360840
	Iteration 1F: 3 clusters Score -651963.4 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -652442.312500 Penalty: 4510.360840
	Iteration 2F: 3 clusters Score -652442.3 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -652907.812500 Penalty: 4510.360840
	Iteration 3F: 3 clusters Score -652907.8 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -653342.312500 Penalty: 4510.360840
	Iteration 4F: 3 clusters Score -653342.3 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -653706.187500 Penalty: 4510.360840
	Iteration 5F: 3 clusters Score -653706.2 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -654118.937500 Penalty: 4510.360840
	Iteration 6F: 3 clusters Score -654118.9 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -654522.250000 Penalty: 4510.360840
	Iteration 7F: 3 clusters Score -654522.2 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -654926.625000 Penalty: 4510.360840
	Iteration 8F: 3 clusters Score -654926.6 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -655333.750000 Penalty: 4510.360840
	Iteration 9Q: 3 clusters Score -655333.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -655620.687500 Penalty: 4510.360840
	Iteration 10Q: 3 clusters Score -655620.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -655769.937500 Penalty: 4510.360840
	Iteration 11Q: 3 clusters Score -655769.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -655882.687500 Penalty: 4510.360840
	Iteration 12Q: 3 clusters Score -655882.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -655966.500000 Penalty: 4510.360840
	Iteration 13Q: 3 clusters Score -655966.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -656018.437500 Penalty: 4510.360840
	Iteration 14Q: 3 clusters Score -656018.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -656061.562500 Penalty: 4510.360840
	Iteration 15Q: 3 clusters Score -656061.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -656106.812500 Penalty: 4510.360840
	Iteration 16Q: 3 clusters Score -656106.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -656136.937500 Penalty: 4510.360840
	Iteration 17Q: 3 clusters Score -656136.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -656157.937500 Penalty: 4510.360840
	Iteration 18Q: 3 clusters Score -656157.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -656182.062500 Penalty: 4510.360840
	Iteration 19Q: 3 clusters Score -656182.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -656214.500000 Penalty: 4510.360840
	Iteration 20F: 3 clusters Score -656214.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -656235.937500 Penalty: 4510.360840
	Iteration 21Q: 3 clusters Score -656235.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -656257.125000 Penalty: 4510.360840
	Iteration 22Q: 3 clusters Score -656257.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -656270.812500 Penalty: 4510.360840
	Iteration 23Q: 3 clusters Score -656270.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -656286.437500 Penalty: 4510.360840
	Iteration 24Q: 3 clusters Score -656286.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -656310.062500 Penalty: 4510.360840
	Iteration 25Q: 3 clusters Score -656310.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -656336.812500 Penalty: 4510.360840
	Iteration 26Q: 3 clusters Score -656336.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -656358.812500 Penalty: 4510.360840
	Iteration 27Q: 3 clusters Score -656358.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -656380.125000 Penalty: 4510.360840
	Iteration 28Q: 3 clusters Score -656380.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -656412.562500 Penalty: 4510.360840
	Iteration 29Q: 3 clusters Score -656412.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -656437.062500 Penalty: 4510.360840
	Iteration 30Q: 3 clusters Score -656437.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -656456.375000 Penalty: 4510.360840
	Iteration 31Q: 3 clusters Score -656456.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -656470.000000 Penalty: 4510.360840
	Iteration 32Q: 3 clusters Score -656470 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -656475.812500 Penalty: 4510.360840
	Iteration 33Q: 3 clusters Score -656475.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -656480.937500 Penalty: 4510.360840
	Iteration 34Q: 3 clusters Score -656480.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -656480.875000 Penalty: 4510.360840
	Iteration 35Q: 3 clusters Score -656480.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -656482.187500 Penalty: 4510.360840
	Iteration 36Q: 3 clusters Score -656482.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -656484.062500 Penalty: 4510.360840
	Iteration 37Q: 3 clusters Score -656484.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -656486.375000 Penalty: 4510.360840
	Iteration 38Q: 3 clusters Score -656486.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -656486.250000 Penalty: 4510.360840
	Iteration 39Q: 3 clusters Score -656486.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -656486.875000 Penalty: 4510.360840
	Iteration 40F: 3 clusters Score -656486.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -656486.625000 Penalty: 4510.360840
	Iteration 41Q: 3 clusters Score -656486.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -656486.625000 Penalty: 4510.360840
	Iteration 42F: 3 clusters Score -656486.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Entering Unmasked Estep 
Score: -785282.437500 Penalty: 2274.659668
	Iteration 0F: 2 clusters Score -785282.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -777822.000000 Penalty: 4549.319336
	Iteration 0F: 3 clusters Score -777822 nChanged 3995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -779978.687500 Penalty: 4549.319336
	Iteration 1F: 3 clusters Score -779978.7 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -780290.562500 Penalty: 4549.319336
	Iteration 2F: 3 clusters Score -780290.6 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -780517.312500 Penalty: 4549.319336
	Iteration 3F: 3 clusters Score -780517.3 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -780721.875000 Penalty: 4549.319336
	Iteration 4Q: 3 clusters Score -780721.9 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -780951.187500 Penalty: 4549.319336
	Iteration 5Q: 3 clusters Score -780951.2 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -781207.875000 Penalty: 4549.319336
	Iteration 6Q: 3 clusters Score -781207.9 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -781553.875000 Penalty: 4549.319336
	Iteration 7Q: 3 clusters Score -781553.9 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -781968.437500 Penalty: 4549.319336
	Iteration 8F: 3 clusters Score -781968.4 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -782403.000000 Penalty: 4549.319336
	Iteration 9F: 3 clusters Score -782403 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -782745.500000 Penalty: 4549.319336
	Iteration 10Q: 3 clusters Score -782745.5 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -782991.000000 Penalty: 4549.319336
	Iteration 11Q: 3 clusters Score -782991 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -783178.375000 Penalty: 4549.319336
	Iteration 12Q: 3 clusters Score -783178.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -783311.812500 Penalty: 4549.319336
	Iteration 13Q: 3 clusters Score -783311.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -783392.562500 Penalty: 4549.319336
	Iteration 14Q: 3 clusters Score -783392.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -783440.250000 Penalty: 4549.319336
	Iteration 15Q: 3 clusters Score -783440.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -783476.875000 Penalty: 4549.319336
	Iteration 16Q: 3 clusters Score -783476.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -783497.687500 Penalty: 4549.319336
	Iteration 17Q: 3 clusters Score -783497.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -783515.125000 Penalty: 4549.319336
	Iteration 18Q: 3 clusters Score -783515.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -783531.875000 Penalty: 4549.319336
	Iteration 19Q: 3 clusters Score -783531.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -783539.187500 Penalty: 4549.319336
	Iteration 20F: 3 clusters Score -783539.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -783543.750000 Penalty: 4549.319336
	Iteration 21Q: 3 clusters Score -783543.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -783547.500000 Penalty: 4549.319336
	Iteration 22Q: 3 clusters Score -783547.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -783550.562500 Penalty: 4549.319336
	Iteration 23Q: 3 clusters Score -783550.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -783553.312500 Penalty: 4549.319336
	Iteration 24Q: 3 clusters Score -783553.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -783555.812500 Penalty: 4549.319336
	Iteration 25Q: 3 clusters Score -783555.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -783559.125000 Penalty: 4549.319336
	Iteration 26Q: 3 clusters Score -783559.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -783557.312500 Penalty: 4549.319336
	Iteration 27Q: 3 clusters Score -783557.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -783559.562500 Penalty: 4549.319336
	Iteration 28Q: 3 clusters Score -783559.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -783560.312500 Penalty: 4549.319336
	Iteration 29Q: 3 clusters Score -783560.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -783563.375000 Penalty: 4549.319336
	Iteration 30Q: 3 clusters Score -783563.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -783563.937500 Penalty: 4549.319336
	Iteration 31Q: 3 clusters Score -783563.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -783563.687500 Penalty: 4549.319336
	Iteration 32Q: 3 clusters Score -783563.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -783563.000000 Penalty: 4549.319336
	Iteration 33Q: 3 clusters Score -783563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -783563.937500 Penalty: 4549.319336
	Iteration 34Q: 3 clusters Score -783563.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -783563.937500 Penalty: 4549.319336
	Iteration 35F: 3 clusters Score -783563.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (32578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32578 members 
Entering Unmasked Estep 
Score: -2669537.750000 Penalty: 2577.065430
	Iteration 0F: 2 clusters Score -2669538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16291 members 
Mstep: Class 2 contains 16287 members 
Entering Unmasked Estep 
Score: -2647373.000000 Penalty: 5154.130859
	Iteration 0F: 3 clusters Score -2647373 nChanged 14648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 16605 members 
Entering Unmasked Estep 
Score: -2655261.750000 Penalty: 5154.130859
	Iteration 1F: 3 clusters Score -2655262 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15807 members 
Mstep: Class 2 contains 16771 members 
Entering Unmasked Estep 
Score: -2655807.500000 Penalty: 5154.130859
	Iteration 2Q: 3 clusters Score -2655808 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 16989 members 
Entering Unmasked Estep 
Score: -2656310.500000 Penalty: 5154.130859
	Iteration 3Q: 3 clusters Score -2656310 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 17280 members 
Entering Unmasked Estep 
Score: -2656918.500000 Penalty: 5154.130859
	Iteration 4Q: 3 clusters Score -2656918 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 17672 members 
Entering Unmasked Estep 
Score: -2657617.000000 Penalty: 5154.130859
	Iteration 5Q: 3 clusters Score -2657617 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 18189 members 
Entering Unmasked Estep 
Score: -2658448.500000 Penalty: 5154.130859
	Iteration 6F: 3 clusters Score -2658448 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 18823 members 
Entering Unmasked Estep 
Score: -2659488.500000 Penalty: 5154.130859
	Iteration 7F: 3 clusters Score -2659488 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 19494 members 
Entering Unmasked Estep 
Score: -2660831.750000 Penalty: 5154.130859
	Iteration 8F: 3 clusters Score -2660832 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 20159 members 
Entering Unmasked Estep 
Score: -2662282.750000 Penalty: 5154.130859
	Iteration 9F: 3 clusters Score -2662283 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 20613 members 
Entering Unmasked Estep 
Score: -2663296.250000 Penalty: 5154.130859
	Iteration 10F: 3 clusters Score -2663296 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 20956 members 
Entering Unmasked Estep 
Score: -2663816.000000 Penalty: 5154.130859
	Iteration 11Q: 3 clusters Score -2663816 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 21234 members 
Entering Unmasked Estep 
Score: -2664060.750000 Penalty: 5154.130859
	Iteration 12Q: 3 clusters Score -2664061 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 21476 members 
Entering Unmasked Estep 
Score: -2664186.750000 Penalty: 5154.130859
	Iteration 13Q: 3 clusters Score -2664187 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 21742 members 
Entering Unmasked Estep 
Score: -2664324.000000 Penalty: 5154.130859
	Iteration 14Q: 3 clusters Score -2664324 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 22002 members 
Entering Unmasked Estep 
Score: -2664466.000000 Penalty: 5154.130859
	Iteration 15Q: 3 clusters Score -2664466 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 22272 members 
Entering Unmasked Estep 
Score: -2664581.500000 Penalty: 5154.130859
	Iteration 16Q: 3 clusters Score -2664582 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 22537 members 
Entering Unmasked Estep 
Score: -2664676.500000 Penalty: 5154.130859
	Iteration 17Q: 3 clusters Score -2664676 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 22778 members 
Entering Unmasked Estep 
Score: -2664765.000000 Penalty: 5154.130859
	Iteration 18Q: 3 clusters Score -2664765 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 23024 members 
Entering Unmasked Estep 
Score: -2664885.250000 Penalty: 5154.130859
	Iteration 19Q: 3 clusters Score -2664885 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 23293 members 
Entering Unmasked Estep 
Score: -2665000.250000 Penalty: 5154.130859
	Iteration 20F: 3 clusters Score -2665000 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 23569 members 
Entering Unmasked Estep 
Score: -2665098.250000 Penalty: 5154.130859
	Iteration 21Q: 3 clusters Score -2665098 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 23833 members 
Entering Unmasked Estep 
Score: -2665191.000000 Penalty: 5154.130859
	Iteration 22Q: 3 clusters Score -2665191 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 24068 members 
Entering Unmasked Estep 
Score: -2665266.250000 Penalty: 5154.130859
	Iteration 23Q: 3 clusters Score -2665266 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 24280 members 
Entering Unmasked Estep 
Score: -2665330.000000 Penalty: 5154.130859
	Iteration 24Q: 3 clusters Score -2665330 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 24489 members 
Entering Unmasked Estep 
Score: -2665371.750000 Penalty: 5154.130859
	Iteration 25Q: 3 clusters Score -2665372 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 24695 members 
Entering Unmasked Estep 
Score: -2665431.500000 Penalty: 5154.130859
	Iteration 26Q: 3 clusters Score -2665432 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 24906 members 
Entering Unmasked Estep 
Score: -2665489.750000 Penalty: 5154.130859
	Iteration 27Q: 3 clusters Score -2665490 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 25125 members 
Entering Unmasked Estep 
Score: -2665548.500000 Penalty: 5154.130859
	Iteration 28Q: 3 clusters Score -2665548 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 25340 members 
Entering Unmasked Estep 
Score: -2665612.500000 Penalty: 5154.130859
	Iteration 29Q: 3 clusters Score -2665612 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 25553 members 
Entering Unmasked Estep 
Score: -2665683.000000 Penalty: 5154.130859
	Iteration 30Q: 3 clusters Score -2665683 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 25756 members 
Entering Unmasked Estep 
Score: -2665714.500000 Penalty: 5154.130859
	Iteration 31Q: 3 clusters Score -2665714 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 25943 members 
Entering Unmasked Estep 
Score: -2665759.250000 Penalty: 5154.130859
	Iteration 32Q: 3 clusters Score -2665759 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 26119 members 
Entering Unmasked Estep 
Score: -2665811.250000 Penalty: 5154.130859
	Iteration 33Q: 3 clusters Score -2665811 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 26288 members 
Entering Unmasked Estep 
Score: -2665843.750000 Penalty: 5154.130859
	Iteration 34Q: 3 clusters Score -2665844 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 26445 members 
Entering Unmasked Estep 
Score: -2665883.250000 Penalty: 5154.130859
	Iteration 35Q: 3 clusters Score -2665883 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 26623 members 
Entering Unmasked Estep 
Score: -2665929.500000 Penalty: 5154.130859
	Iteration 36Q: 3 clusters Score -2665930 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 26803 members 
Entering Unmasked Estep 
Score: -2665978.500000 Penalty: 5154.130859
	Iteration 37Q: 3 clusters Score -2665978 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 27007 members 
Entering Unmasked Estep 
Score: -2666025.000000 Penalty: 5154.130859
	Iteration 38Q: 3 clusters Score -2666025 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 27195 members 
Entering Unmasked Estep 
Score: -2666072.000000 Penalty: 5154.130859
	Iteration 39Q: 3 clusters Score -2666072 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 27386 members 
Entering Unmasked Estep 
Score: -2666122.250000 Penalty: 5154.130859
	Iteration 40F: 3 clusters Score -2666122 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 27542 members 
Entering Unmasked Estep 
Score: -2666155.250000 Penalty: 5154.130859
	Iteration 41Q: 3 clusters Score -2666155 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 27707 members 
Entering Unmasked Estep 
Score: -2666190.750000 Penalty: 5154.130859
	Iteration 42Q: 3 clusters Score -2666191 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 27869 members 
Entering Unmasked Estep 
Score: -2666242.500000 Penalty: 5154.130859
	Iteration 43Q: 3 clusters Score -2666242 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 28020 members 
Entering Unmasked Estep 
Score: -2666282.750000 Penalty: 5154.130859
	Iteration 44Q: 3 clusters Score -2666283 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 28170 members 
Entering Unmasked Estep 
Score: -2666317.750000 Penalty: 5154.130859
	Iteration 45Q: 3 clusters Score -2666318 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 28313 members 
Entering Unmasked Estep 
Score: -2666356.750000 Penalty: 5154.130859
	Iteration 46Q: 3 clusters Score -2666357 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 28447 members 
Entering Unmasked Estep 
Score: -2666368.250000 Penalty: 5154.130859
	Iteration 47Q: 3 clusters Score -2666368 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 28589 members 
Entering Unmasked Estep 
Score: -2666410.000000 Penalty: 5154.130859
	Iteration 48Q: 3 clusters Score -2666410 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 28731 members 
Entering Unmasked Estep 
Score: -2666451.250000 Penalty: 5154.130859
	Iteration 49Q: 3 clusters Score -2666451 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 28880 members 
Entering Unmasked Estep 
Score: -2666491.750000 Penalty: 5154.130859
	Iteration 50Q: 3 clusters Score -2666492 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 29025 members 
Entering Unmasked Estep 
Score: -2666542.250000 Penalty: 5154.130859
	Iteration 51Q: 3 clusters Score -2666542 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 29151 members 
Entering Unmasked Estep 
Score: -2666563.000000 Penalty: 5154.130859
	Iteration 52Q: 3 clusters Score -2666563 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 29265 members 
Entering Unmasked Estep 
Score: -2666598.750000 Penalty: 5154.130859
	Iteration 53Q: 3 clusters Score -2666599 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 29381 members 
Entering Unmasked Estep 
Score: -2666631.750000 Penalty: 5154.130859
	Iteration 54Q: 3 clusters Score -2666632 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 29492 members 
Entering Unmasked Estep 
Score: -2666664.000000 Penalty: 5154.130859
	Iteration 55Q: 3 clusters Score -2666664 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 29595 members 
Entering Unmasked Estep 
Score: -2666693.500000 Penalty: 5154.130859
	Iteration 56Q: 3 clusters Score -2666694 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 29694 members 
Entering Unmasked Estep 
Score: -2666719.500000 Penalty: 5154.130859
	Iteration 57Q: 3 clusters Score -2666720 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 29782 members 
Entering Unmasked Estep 
Score: -2666734.250000 Penalty: 5154.130859
	Iteration 58Q: 3 clusters Score -2666734 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 29847 members 
Entering Unmasked Estep 
Score: -2666752.500000 Penalty: 5154.130859
	Iteration 59Q: 3 clusters Score -2666752 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 29911 members 
Entering Unmasked Estep 
Score: -2666773.000000 Penalty: 5154.130859
	Iteration 60F: 3 clusters Score -2666773 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 29985 members 
Entering Unmasked Estep 
Score: -2666794.000000 Penalty: 5154.130859
	Iteration 61Q: 3 clusters Score -2666794 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 30069 members 
Entering Unmasked Estep 
Score: -2666821.000000 Penalty: 5154.130859
	Iteration 62Q: 3 clusters Score -2666821 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 30155 members 
Entering Unmasked Estep 
Score: -2666846.000000 Penalty: 5154.130859
	Iteration 63Q: 3 clusters Score -2666846 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 30244 members 
Entering Unmasked Estep 
Score: -2666879.750000 Penalty: 5154.130859
	Iteration 64Q: 3 clusters Score -2666880 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 30317 members 
Entering Unmasked Estep 
Score: -2666894.000000 Penalty: 5154.130859
	Iteration 65Q: 3 clusters Score -2666894 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 30388 members 
Entering Unmasked Estep 
Score: -2666925.250000 Penalty: 5154.130859
	Iteration 66Q: 3 clusters Score -2666925 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 30464 members 
Entering Unmasked Estep 
Score: -2666944.750000 Penalty: 5154.130859
	Iteration 67Q: 3 clusters Score -2666945 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 30553 members 
Entering Unmasked Estep 
Score: -2666976.500000 Penalty: 5154.130859
	Iteration 68Q: 3 clusters Score -2666976 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 30635 members 
Entering Unmasked Estep 
Score: -2667011.000000 Penalty: 5154.130859
	Iteration 69Q: 3 clusters Score -2667011 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 30715 members 
Entering Unmasked Estep 
Score: -2667039.250000 Penalty: 5154.130859
	Iteration 70Q: 3 clusters Score -2667039 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 30784 members 
Entering Unmasked Estep 
Score: -2667063.000000 Penalty: 5154.130859
	Iteration 71Q: 3 clusters Score -2667063 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 30840 members 
Entering Unmasked Estep 
Score: -2667078.750000 Penalty: 5154.130859
	Iteration 72Q: 3 clusters Score -2667079 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 30892 members 
Entering Unmasked Estep 
Score: -2667104.750000 Penalty: 5154.130859
	Iteration 73Q: 3 clusters Score -2667105 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 30943 members 
Entering Unmasked Estep 
Score: -2667119.000000 Penalty: 5154.130859
	Iteration 74Q: 3 clusters Score -2667119 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 30997 members 
Entering Unmasked Estep 
Score: -2667138.250000 Penalty: 5154.130859
	Iteration 75Q: 3 clusters Score -2667138 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 31034 members 
Entering Unmasked Estep 
Score: -2667149.500000 Penalty: 5154.130859
	Iteration 76Q: 3 clusters Score -2667150 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 31062 members 
Entering Unmasked Estep 
Score: -2667159.000000 Penalty: 5154.130859
	Iteration 77Q: 3 clusters Score -2667159 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 31085 members 
Entering Unmasked Estep 
Score: -2667172.500000 Penalty: 5154.130859
	Iteration 78Q: 3 clusters Score -2667172 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 31111 members 
Entering Unmasked Estep 
Score: -2667180.500000 Penalty: 5154.130859
	Iteration 79Q: 3 clusters Score -2667180 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 31134 members 
Entering Unmasked Estep 
Score: -2667188.000000 Penalty: 5154.130859
	Iteration 80F: 3 clusters Score -2667188 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 31156 members 
Entering Unmasked Estep 
Score: -2667193.000000 Penalty: 5154.130859
	Iteration 81Q: 3 clusters Score -2667193 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 31179 members 
Entering Unmasked Estep 
Score: -2667195.750000 Penalty: 5154.130859
	Iteration 82Q: 3 clusters Score -2667196 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 31200 members 
Entering Unmasked Estep 
Score: -2667200.000000 Penalty: 5154.130859
	Iteration 83Q: 3 clusters Score -2667200 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 31221 members 
Entering Unmasked Estep 
Score: -2667203.500000 Penalty: 5154.130859
	Iteration 84Q: 3 clusters Score -2667204 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 31250 members 
Entering Unmasked Estep 
Score: -2667222.500000 Penalty: 5154.130859
	Iteration 85Q: 3 clusters Score -2667222 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 31278 members 
Entering Unmasked Estep 
Score: -2667229.500000 Penalty: 5154.130859
	Iteration 86Q: 3 clusters Score -2667230 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 31298 members 
Entering Unmasked Estep 
Score: -2667239.000000 Penalty: 5154.130859
	Iteration 87Q: 3 clusters Score -2667239 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 31318 members 
Entering Unmasked Estep 
Score: -2667252.250000 Penalty: 5154.130859
	Iteration 88Q: 3 clusters Score -2667252 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 31340 members 
Entering Unmasked Estep 
Score: -2667254.250000 Penalty: 5154.130859
	Iteration 89Q: 3 clusters Score -2667254 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 31357 members 
Entering Unmasked Estep 
Score: -2667267.000000 Penalty: 5154.130859
	Iteration 90Q: 3 clusters Score -2667267 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 31375 members 
Entering Unmasked Estep 
Score: -2667269.000000 Penalty: 5154.130859
	Iteration 91Q: 3 clusters Score -2667269 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 31389 members 
Entering Unmasked Estep 
Score: -2667272.500000 Penalty: 5154.130859
	Iteration 92Q: 3 clusters Score -2667272 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 31406 members 
Entering Unmasked Estep 
Score: -2667275.750000 Penalty: 5154.130859
	Iteration 93Q: 3 clusters Score -2667276 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 31426 members 
Entering Unmasked Estep 
Score: -2667286.250000 Penalty: 5154.130859
	Iteration 94Q: 3 clusters Score -2667286 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 31440 members 
Entering Unmasked Estep 
Score: -2667292.750000 Penalty: 5154.130859
	Iteration 95Q: 3 clusters Score -2667293 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 31450 members 
Entering Unmasked Estep 
Score: -2667292.000000 Penalty: 5154.130859
	Iteration 96Q: 3 clusters Score -2667292 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 31460 members 
Entering Unmasked Estep 
Score: -2667301.250000 Penalty: 5154.130859
	Iteration 97Q: 3 clusters Score -2667301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 31463 members 
Entering Unmasked Estep 
Score: -2667304.500000 Penalty: 5154.130859
	Iteration 98Q: 3 clusters Score -2667304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 31466 members 
Entering Unmasked Estep 
Score: -2667306.000000 Penalty: 5154.130859
	Iteration 99Q: 3 clusters Score -2667306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 31469 members 
Entering Unmasked Estep 
Score: -2667300.750000 Penalty: 5154.130859
	Iteration 100F: 3 clusters Score -2667301 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 31477 members 
Entering Unmasked Estep 
Score: -2667305.250000 Penalty: 5154.130859
	Iteration 101Q: 3 clusters Score -2667305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 31480 members 
Entering Unmasked Estep 
Score: -2667307.250000 Penalty: 5154.130859
	Iteration 102Q: 3 clusters Score -2667307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 31484 members 
Entering Unmasked Estep 
Score: -2667306.000000 Penalty: 5154.130859
	Iteration 103Q: 3 clusters Score -2667306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 31489 members 
Entering Unmasked Estep 
Score: -2667305.500000 Penalty: 5154.130859
	Iteration 104Q: 3 clusters Score -2667306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 31491 members 
Entering Unmasked Estep 
Score: -2667304.000000 Penalty: 5154.130859
	Iteration 105Q: 3 clusters Score -2667304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 31493 members 
Entering Unmasked Estep 
Score: -2667305.250000 Penalty: 5154.130859
	Iteration 106Q: 3 clusters Score -2667305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 31496 members 
Entering Unmasked Estep 
Score: -2667305.000000 Penalty: 5154.130859
	Iteration 107Q: 3 clusters Score -2667305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 31499 members 
Entering Unmasked Estep 
Score: -2667303.750000 Penalty: 5154.130859
	Iteration 108Q: 3 clusters Score -2667304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 31502 members 
Entering Unmasked Estep 
Score: -2667307.500000 Penalty: 5154.130859
	Iteration 109Q: 3 clusters Score -2667308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 31505 members 
Entering Unmasked Estep 
Score: -2667308.000000 Penalty: 5154.130859
	Iteration 110Q: 3 clusters Score -2667308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 31507 members 
Entering Unmasked Estep 
Score: -2667310.250000 Penalty: 5154.130859
	Iteration 111Q: 3 clusters Score -2667310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 31508 members 
Entering Unmasked Estep 
Score: -2667312.250000 Penalty: 5154.130859
	Iteration 112Q: 3 clusters Score -2667312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 31509 members 
Entering Unmasked Estep 
Score: -2667312.500000 Penalty: 5154.130859
	Iteration 113Q: 3 clusters Score -2667312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 31509 members 
Entering Unmasked Estep 
Score: -2667312.500000 Penalty: 5154.130859
	Iteration 114F: 3 clusters Score -2667312 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Entering Unmasked Estep 
Score: -217163.281250 Penalty: 2004.435791
	Iteration 0F: 2 clusters Score -217163.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -213773.921875 Penalty: 4008.871582
	Iteration 0F: 3 clusters Score -213773.9 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -214575.671875 Penalty: 4008.871582
	Iteration 1F: 3 clusters Score -214575.7 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -214852.640625 Penalty: 4008.871582
	Iteration 2F: 3 clusters Score -214852.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -215005.265625 Penalty: 4008.871582
	Iteration 3F: 3 clusters Score -215005.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -215111.062500 Penalty: 4008.871582
	Iteration 4Q: 3 clusters Score -215111.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -215192.546875 Penalty: 4008.871582
	Iteration 5Q: 3 clusters Score -215192.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -215260.437500 Penalty: 4008.871582
	Iteration 6Q: 3 clusters Score -215260.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -215326.921875 Penalty: 4008.871582
	Iteration 7Q: 3 clusters Score -215326.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -215387.484375 Penalty: 4008.871582
	Iteration 8Q: 3 clusters Score -215387.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -215426.718750 Penalty: 4008.871582
	Iteration 9Q: 3 clusters Score -215426.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -215466.000000 Penalty: 4008.871582
	Iteration 10Q: 3 clusters Score -215466 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -215491.968750 Penalty: 4008.871582
	Iteration 11Q: 3 clusters Score -215492 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -215511.609375 Penalty: 4008.871582
	Iteration 12Q: 3 clusters Score -215511.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -215521.218750 Penalty: 4008.871582
	Iteration 13Q: 3 clusters Score -215521.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -215532.937500 Penalty: 4008.871582
	Iteration 14Q: 3 clusters Score -215532.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -215539.531250 Penalty: 4008.871582
	Iteration 15Q: 3 clusters Score -215539.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -215549.218750 Penalty: 4008.871582
	Iteration 16Q: 3 clusters Score -215549.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -215559.359375 Penalty: 4008.871582
	Iteration 17Q: 3 clusters Score -215559.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -215568.421875 Penalty: 4008.871582
	Iteration 18Q: 3 clusters Score -215568.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -215581.093750 Penalty: 4008.871582
	Iteration 19Q: 3 clusters Score -215581.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -215588.656250 Penalty: 4008.871582
	Iteration 20F: 3 clusters Score -215588.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -215594.062500 Penalty: 4008.871582
	Iteration 21Q: 3 clusters Score -215594.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -215599.656250 Penalty: 4008.871582
	Iteration 22Q: 3 clusters Score -215599.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -215607.875000 Penalty: 4008.871582
	Iteration 23Q: 3 clusters Score -215607.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -215614.281250 Penalty: 4008.871582
	Iteration 24Q: 3 clusters Score -215614.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -215623.125000 Penalty: 4008.871582
	Iteration 25Q: 3 clusters Score -215623.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -215629.906250 Penalty: 4008.871582
	Iteration 26Q: 3 clusters Score -215629.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -215635.328125 Penalty: 4008.871582
	Iteration 27Q: 3 clusters Score -215635.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -215641.406250 Penalty: 4008.871582
	Iteration 28Q: 3 clusters Score -215641.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -215646.812500 Penalty: 4008.871582
	Iteration 29Q: 3 clusters Score -215646.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -215649.406250 Penalty: 4008.871582
	Iteration 30Q: 3 clusters Score -215649.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -215651.187500 Penalty: 4008.871582
	Iteration 31Q: 3 clusters Score -215651.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -215652.093750 Penalty: 4008.871582
	Iteration 32Q: 3 clusters Score -215652.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -215652.375000 Penalty: 4008.871582
	Iteration 33Q: 3 clusters Score -215652.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -215653.234375 Penalty: 4008.871582
	Iteration 34Q: 3 clusters Score -215653.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -215653.453125 Penalty: 4008.871582
	Iteration 35Q: 3 clusters Score -215653.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -215653.703125 Penalty: 4008.871582
	Iteration 36Q: 3 clusters Score -215653.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -215655.312500 Penalty: 4008.871582
	Iteration 37Q: 3 clusters Score -215655.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -215656.468750 Penalty: 4008.871582
	Iteration 38Q: 3 clusters Score -215656.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -215658.875000 Penalty: 4008.871582
	Iteration 39Q: 3 clusters Score -215658.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -215659.484375 Penalty: 4008.871582
	Iteration 40F: 3 clusters Score -215659.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Entering Unmasked Estep 
Score: -226188.890625 Penalty: 1973.553589
	Iteration 0F: 2 clusters Score -226188.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -223014.578125 Penalty: 3947.107178
	Iteration 0F: 3 clusters Score -223014.6 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -223622.171875 Penalty: 3947.107178
	Iteration 1F: 3 clusters Score -223622.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -223769.265625 Penalty: 3947.107178
	Iteration 2F: 3 clusters Score -223769.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -223845.968750 Penalty: 3947.107178
	Iteration 3Q: 3 clusters Score -223846 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -223905.828125 Penalty: 3947.107178
	Iteration 4Q: 3 clusters Score -223905.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -223952.156250 Penalty: 3947.107178
	Iteration 5Q: 3 clusters Score -223952.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -223985.468750 Penalty: 3947.107178
	Iteration 6Q: 3 clusters Score -223985.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -224006.953125 Penalty: 3947.107178
	Iteration 7Q: 3 clusters Score -224007 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -224024.734375 Penalty: 3947.107178
	Iteration 8Q: 3 clusters Score -224024.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -224037.390625 Penalty: 3947.107178
	Iteration 9Q: 3 clusters Score -224037.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -224051.921875 Penalty: 3947.107178
	Iteration 10Q: 3 clusters Score -224051.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -224062.296875 Penalty: 3947.107178
	Iteration 11Q: 3 clusters Score -224062.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -224070.171875 Penalty: 3947.107178
	Iteration 12Q: 3 clusters Score -224070.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -224076.531250 Penalty: 3947.107178
	Iteration 13Q: 3 clusters Score -224076.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -224083.218750 Penalty: 3947.107178
	Iteration 14Q: 3 clusters Score -224083.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -224087.140625 Penalty: 3947.107178
	Iteration 15Q: 3 clusters Score -224087.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -224090.796875 Penalty: 3947.107178
	Iteration 16Q: 3 clusters Score -224090.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -224095.187500 Penalty: 3947.107178
	Iteration 17Q: 3 clusters Score -224095.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -224098.484375 Penalty: 3947.107178
	Iteration 18Q: 3 clusters Score -224098.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -224101.890625 Penalty: 3947.107178
	Iteration 19Q: 3 clusters Score -224101.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -224104.296875 Penalty: 3947.107178
	Iteration 20F: 3 clusters Score -224104.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -224107.484375 Penalty: 3947.107178
	Iteration 21Q: 3 clusters Score -224107.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -224111.328125 Penalty: 3947.107178
	Iteration 22Q: 3 clusters Score -224111.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -224114.812500 Penalty: 3947.107178
	Iteration 23Q: 3 clusters Score -224114.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -224118.453125 Penalty: 3947.107178
	Iteration 24Q: 3 clusters Score -224118.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -224119.609375 Penalty: 3947.107178
	Iteration 25Q: 3 clusters Score -224119.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -224120.875000 Penalty: 3947.107178
	Iteration 26Q: 3 clusters Score -224120.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -224120.765625 Penalty: 3947.107178
	Iteration 27Q: 3 clusters Score -224120.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -224121.250000 Penalty: 3947.107178
	Iteration 28Q: 3 clusters Score -224121.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -224122.515625 Penalty: 3947.107178
	Iteration 29Q: 3 clusters Score -224122.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -224122.781250 Penalty: 3947.107178
	Iteration 30Q: 3 clusters Score -224122.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -224123.015625 Penalty: 3947.107178
	Iteration 31Q: 3 clusters Score -224123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -224123.671875 Penalty: 3947.107178
	Iteration 32Q: 3 clusters Score -224123.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -224124.906250 Penalty: 3947.107178
	Iteration 33Q: 3 clusters Score -224124.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -224125.500000 Penalty: 3947.107178
	Iteration 34Q: 3 clusters Score -224125.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -224125.703125 Penalty: 3947.107178
	Iteration 35Q: 3 clusters Score -224125.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -224126.234375 Penalty: 3947.107178
	Iteration 36Q: 3 clusters Score -224126.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -224126.937500 Penalty: 3947.107178
	Iteration 37Q: 3 clusters Score -224126.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -224127.562500 Penalty: 3947.107178
	Iteration 38Q: 3 clusters Score -224127.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -224128.156250 Penalty: 3947.107178
	Iteration 39Q: 3 clusters Score -224128.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -224129.156250 Penalty: 3947.107178
	Iteration 40F: 3 clusters Score -224129.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -224130.109375 Penalty: 3947.107178
	Iteration 41Q: 3 clusters Score -224130.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -224132.281250 Penalty: 3947.107178
	Iteration 42Q: 3 clusters Score -224132.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -224133.703125 Penalty: 3947.107178
	Iteration 43Q: 3 clusters Score -224133.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -224135.234375 Penalty: 3947.107178
	Iteration 44Q: 3 clusters Score -224135.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -224138.375000 Penalty: 3947.107178
	Iteration 45Q: 3 clusters Score -224138.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -224141.406250 Penalty: 3947.107178
	Iteration 46Q: 3 clusters Score -224141.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -224144.828125 Penalty: 3947.107178
	Iteration 47Q: 3 clusters Score -224144.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -224146.781250 Penalty: 3947.107178
	Iteration 48Q: 3 clusters Score -224146.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -224147.796875 Penalty: 3947.107178
	Iteration 49Q: 3 clusters Score -224147.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -224150.484375 Penalty: 3947.107178
	Iteration 50Q: 3 clusters Score -224150.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -224153.390625 Penalty: 3947.107178
	Iteration 51Q: 3 clusters Score -224153.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -224154.656250 Penalty: 3947.107178
	Iteration 52Q: 3 clusters Score -224154.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -224157.453125 Penalty: 3947.107178
	Iteration 53Q: 3 clusters Score -224157.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -224159.296875 Penalty: 3947.107178
	Iteration 54Q: 3 clusters Score -224159.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -224160.781250 Penalty: 3947.107178
	Iteration 55Q: 3 clusters Score -224160.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -224160.937500 Penalty: 3947.107178
	Iteration 56Q: 3 clusters Score -224160.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -224160.937500 Penalty: 3947.107178
	Iteration 57F: 3 clusters Score -224160.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Entering Unmasked Estep 
Score: -263912.718750 Penalty: 2016.473755
	Iteration 0F: 2 clusters Score -263912.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -260397.718750 Penalty: 4032.947510
	Iteration 0F: 3 clusters Score -260397.7 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -261161.640625 Penalty: 4032.947510
	Iteration 1F: 3 clusters Score -261161.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -261315.468750 Penalty: 4032.947510
	Iteration 2F: 3 clusters Score -261315.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -261399.390625 Penalty: 4032.947510
	Iteration 3Q: 3 clusters Score -261399.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -261457.593750 Penalty: 4032.947510
	Iteration 4Q: 3 clusters Score -261457.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -261495.687500 Penalty: 4032.947510
	Iteration 5Q: 3 clusters Score -261495.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -261523.562500 Penalty: 4032.947510
	Iteration 6Q: 3 clusters Score -261523.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -261539.531250 Penalty: 4032.947510
	Iteration 7Q: 3 clusters Score -261539.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -261552.406250 Penalty: 4032.947510
	Iteration 8Q: 3 clusters Score -261552.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -261561.750000 Penalty: 4032.947510
	Iteration 9Q: 3 clusters Score -261561.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -261570.156250 Penalty: 4032.947510
	Iteration 10Q: 3 clusters Score -261570.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -261574.734375 Penalty: 4032.947510
	Iteration 11Q: 3 clusters Score -261574.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -261577.468750 Penalty: 4032.947510
	Iteration 12Q: 3 clusters Score -261577.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -261579.156250 Penalty: 4032.947510
	Iteration 13Q: 3 clusters Score -261579.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -261582.609375 Penalty: 4032.947510
	Iteration 14Q: 3 clusters Score -261582.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -261585.343750 Penalty: 4032.947510
	Iteration 15Q: 3 clusters Score -261585.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -261590.281250 Penalty: 4032.947510
	Iteration 16Q: 3 clusters Score -261590.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -261596.531250 Penalty: 4032.947510
	Iteration 17Q: 3 clusters Score -261596.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -261600.296875 Penalty: 4032.947510
	Iteration 18Q: 3 clusters Score -261600.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -261602.250000 Penalty: 4032.947510
	Iteration 19Q: 3 clusters Score -261602.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -261604.187500 Penalty: 4032.947510
	Iteration 20F: 3 clusters Score -261604.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -261606.421875 Penalty: 4032.947510
	Iteration 21Q: 3 clusters Score -261606.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -261609.156250 Penalty: 4032.947510
	Iteration 22Q: 3 clusters Score -261609.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -261611.203125 Penalty: 4032.947510
	Iteration 23Q: 3 clusters Score -261611.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -261613.390625 Penalty: 4032.947510
	Iteration 24Q: 3 clusters Score -261613.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -261614.328125 Penalty: 4032.947510
	Iteration 25Q: 3 clusters Score -261614.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -261614.515625 Penalty: 4032.947510
	Iteration 26Q: 3 clusters Score -261614.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -261616.937500 Penalty: 4032.947510
	Iteration 27Q: 3 clusters Score -261616.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -261619.078125 Penalty: 4032.947510
	Iteration 28Q: 3 clusters Score -261619.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -261621.265625 Penalty: 4032.947510
	Iteration 29Q: 3 clusters Score -261621.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -261622.984375 Penalty: 4032.947510
	Iteration 30Q: 3 clusters Score -261623 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -261625.546875 Penalty: 4032.947510
	Iteration 31Q: 3 clusters Score -261625.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -261627.515625 Penalty: 4032.947510
	Iteration 32Q: 3 clusters Score -261627.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -261629.468750 Penalty: 4032.947510
	Iteration 33Q: 3 clusters Score -261629.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -261630.359375 Penalty: 4032.947510
	Iteration 34Q: 3 clusters Score -261630.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -261630.359375 Penalty: 4032.947510
	Iteration 35F: 3 clusters Score -261630.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Entering Unmasked Estep 
Score: -629348.000000 Penalty: 2232.852783
	Iteration 0F: 2 clusters Score -629348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -622822.687500 Penalty: 4465.705566
	Iteration 0F: 3 clusters Score -622822.7 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -624640.937500 Penalty: 4465.705566
	Iteration 1F: 3 clusters Score -624640.9 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -624985.500000 Penalty: 4465.705566
	Iteration 2F: 3 clusters Score -624985.5 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -625279.562500 Penalty: 4465.705566
	Iteration 3F: 3 clusters Score -625279.6 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -625535.187500 Penalty: 4465.705566
	Iteration 4F: 3 clusters Score -625535.2 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -625794.062500 Penalty: 4465.705566
	Iteration 5Q: 3 clusters Score -625794.1 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -626056.625000 Penalty: 4465.705566
	Iteration 6Q: 3 clusters Score -626056.6 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -626279.000000 Penalty: 4465.705566
	Iteration 7Q: 3 clusters Score -626279 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -626502.500000 Penalty: 4465.705566
	Iteration 8Q: 3 clusters Score -626502.5 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -626717.437500 Penalty: 4465.705566
	Iteration 9Q: 3 clusters Score -626717.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -626896.937500 Penalty: 4465.705566
	Iteration 10Q: 3 clusters Score -626896.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -627047.875000 Penalty: 4465.705566
	Iteration 11Q: 3 clusters Score -627047.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -627173.437500 Penalty: 4465.705566
	Iteration 12Q: 3 clusters Score -627173.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -627278.125000 Penalty: 4465.705566
	Iteration 13Q: 3 clusters Score -627278.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -627354.187500 Penalty: 4465.705566
	Iteration 14Q: 3 clusters Score -627354.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -627408.937500 Penalty: 4465.705566
	Iteration 15Q: 3 clusters Score -627408.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -627450.312500 Penalty: 4465.705566
	Iteration 16Q: 3 clusters Score -627450.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -627490.937500 Penalty: 4465.705566
	Iteration 17Q: 3 clusters Score -627490.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -627530.062500 Penalty: 4465.705566
	Iteration 18Q: 3 clusters Score -627530.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -627555.250000 Penalty: 4465.705566
	Iteration 19Q: 3 clusters Score -627555.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -627571.062500 Penalty: 4465.705566
	Iteration 20F: 3 clusters Score -627571.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -627588.187500 Penalty: 4465.705566
	Iteration 21Q: 3 clusters Score -627588.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -627606.062500 Penalty: 4465.705566
	Iteration 22Q: 3 clusters Score -627606.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -627644.187500 Penalty: 4465.705566
	Iteration 23Q: 3 clusters Score -627644.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -627711.812500 Penalty: 4465.705566
	Iteration 24Q: 3 clusters Score -627711.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -627857.437500 Penalty: 4465.705566
	Iteration 25Q: 3 clusters Score -627857.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -627970.812500 Penalty: 4465.705566
	Iteration 26Q: 3 clusters Score -627970.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -628024.187500 Penalty: 4465.705566
	Iteration 27Q: 3 clusters Score -628024.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -628071.062500 Penalty: 4465.705566
	Iteration 28Q: 3 clusters Score -628071.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -628156.687500 Penalty: 4465.705566
	Iteration 29Q: 3 clusters Score -628156.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -628287.625000 Penalty: 4465.705566
	Iteration 30Q: 3 clusters Score -628287.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -628354.937500 Penalty: 4465.705566
	Iteration 31Q: 3 clusters Score -628354.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -628376.625000 Penalty: 4465.705566
	Iteration 32Q: 3 clusters Score -628376.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -628385.937500 Penalty: 4465.705566
	Iteration 33Q: 3 clusters Score -628385.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -628390.562500 Penalty: 4465.705566
	Iteration 34Q: 3 clusters Score -628390.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -628395.937500 Penalty: 4465.705566
	Iteration 35Q: 3 clusters Score -628395.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -628404.312500 Penalty: 4465.705566
	Iteration 36Q: 3 clusters Score -628404.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -628410.562500 Penalty: 4465.705566
	Iteration 37Q: 3 clusters Score -628410.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -628417.375000 Penalty: 4465.705566
	Iteration 38Q: 3 clusters Score -628417.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -628422.687500 Penalty: 4465.705566
	Iteration 39Q: 3 clusters Score -628422.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -628430.687500 Penalty: 4465.705566
	Iteration 40F: 3 clusters Score -628430.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -628432.875000 Penalty: 4465.705566
	Iteration 41Q: 3 clusters Score -628432.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -628434.750000 Penalty: 4465.705566
	Iteration 42Q: 3 clusters Score -628434.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -628436.375000 Penalty: 4465.705566
	Iteration 43Q: 3 clusters Score -628436.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -628439.562500 Penalty: 4465.705566
	Iteration 44Q: 3 clusters Score -628439.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -628440.500000 Penalty: 4465.705566
	Iteration 45Q: 3 clusters Score -628440.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -628441.875000 Penalty: 4465.705566
	Iteration 46Q: 3 clusters Score -628441.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -628442.500000 Penalty: 4465.705566
	Iteration 47Q: 3 clusters Score -628442.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -628442.062500 Penalty: 4465.705566
	Iteration 48Q: 3 clusters Score -628442.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -628441.625000 Penalty: 4465.705566
	Iteration 49Q: 3 clusters Score -628441.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -628442.562500 Penalty: 4465.705566
	Iteration 50Q: 3 clusters Score -628442.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -628442.562500 Penalty: 4465.705566
	Iteration 51Q: 3 clusters Score -628442.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -628442.312500 Penalty: 4465.705566
	Iteration 52Q: 3 clusters Score -628442.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -628445.000000 Penalty: 4465.705566
	Iteration 53Q: 3 clusters Score -628445 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -628448.187500 Penalty: 4465.705566
	Iteration 54Q: 3 clusters Score -628448.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -628451.125000 Penalty: 4465.705566
	Iteration 55Q: 3 clusters Score -628451.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -628456.687500 Penalty: 4465.705566
	Iteration 56Q: 3 clusters Score -628456.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -628459.312500 Penalty: 4465.705566
	Iteration 57Q: 3 clusters Score -628459.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -628461.437500 Penalty: 4465.705566
	Iteration 58Q: 3 clusters Score -628461.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -628461.562500 Penalty: 4465.705566
	Iteration 59Q: 3 clusters Score -628461.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -628462.812500 Penalty: 4465.705566
	Iteration 60F: 3 clusters Score -628462.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -628464.500000 Penalty: 4465.705566
	Iteration 61Q: 3 clusters Score -628464.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -628467.437500 Penalty: 4465.705566
	Iteration 62Q: 3 clusters Score -628467.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -628468.375000 Penalty: 4465.705566
	Iteration 63Q: 3 clusters Score -628468.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -628468.250000 Penalty: 4465.705566
	Iteration 64Q: 3 clusters Score -628468.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -628472.000000 Penalty: 4465.705566
	Iteration 65Q: 3 clusters Score -628472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -628474.250000 Penalty: 4465.705566
	Iteration 66Q: 3 clusters Score -628474.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -628474.812500 Penalty: 4465.705566
	Iteration 67Q: 3 clusters Score -628474.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -628475.500000 Penalty: 4465.705566
	Iteration 68Q: 3 clusters Score -628475.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -628475.750000 Penalty: 4465.705566
	Iteration 69Q: 3 clusters Score -628475.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -628475.750000 Penalty: 4465.705566
	Iteration 70F: 3 clusters Score -628475.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (13839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Entering Unmasked Estep 
Score: -1068558.750000 Penalty: 2364.740967
	Iteration 0F: 2 clusters Score -1068559 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -1058490.125000 Penalty: 4729.481934
	Iteration 0F: 3 clusters Score -1058490 nChanged 5983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1061776.125000 Penalty: 4729.481934
	Iteration 1F: 3 clusters Score -1061776 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1062231.750000 Penalty: 4729.481934
	Iteration 2F: 3 clusters Score -1062232 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1062610.000000 Penalty: 4729.481934
	Iteration 3F: 3 clusters Score -1062610 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1062979.250000 Penalty: 4729.481934
	Iteration 4Q: 3 clusters Score -1062979 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -1063372.375000 Penalty: 4729.481934
	Iteration 5Q: 3 clusters Score -1063372 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -1063797.375000 Penalty: 4729.481934
	Iteration 6Q: 3 clusters Score -1063797 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -1064291.750000 Penalty: 4729.481934
	Iteration 7Q: 3 clusters Score -1064292 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -1064826.625000 Penalty: 4729.481934
	Iteration 8Q: 3 clusters Score -1064827 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -1065301.250000 Penalty: 4729.481934
	Iteration 9Q: 3 clusters Score -1065301 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -1065742.750000 Penalty: 4729.481934
	Iteration 10Q: 3 clusters Score -1065743 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -1066085.000000 Penalty: 4729.481934
	Iteration 11Q: 3 clusters Score -1066085 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -1066332.500000 Penalty: 4729.481934
	Iteration 12Q: 3 clusters Score -1066332 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -1066541.500000 Penalty: 4729.481934
	Iteration 13Q: 3 clusters Score -1066542 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -1066680.000000 Penalty: 4729.481934
	Iteration 14Q: 3 clusters Score -1066680 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -1066749.250000 Penalty: 4729.481934
	Iteration 15Q: 3 clusters Score -1066749 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -1066808.250000 Penalty: 4729.481934
	Iteration 16Q: 3 clusters Score -1066808 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -1066862.375000 Penalty: 4729.481934
	Iteration 17Q: 3 clusters Score -1066862 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -1066920.375000 Penalty: 4729.481934
	Iteration 18Q: 3 clusters Score -1066920 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -1066993.875000 Penalty: 4729.481934
	Iteration 19Q: 3 clusters Score -1066994 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -1067059.625000 Penalty: 4729.481934
	Iteration 20F: 3 clusters Score -1067060 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -1067127.750000 Penalty: 4729.481934
	Iteration 21Q: 3 clusters Score -1067128 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -1067186.500000 Penalty: 4729.481934
	Iteration 22Q: 3 clusters Score -1067186 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -1067246.500000 Penalty: 4729.481934
	Iteration 23Q: 3 clusters Score -1067246 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -1067311.250000 Penalty: 4729.481934
	Iteration 24Q: 3 clusters Score -1067311 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -1067352.375000 Penalty: 4729.481934
	Iteration 25Q: 3 clusters Score -1067352 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -1067390.750000 Penalty: 4729.481934
	Iteration 26Q: 3 clusters Score -1067391 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -1067414.000000 Penalty: 4729.481934
	Iteration 27Q: 3 clusters Score -1067414 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -1067434.500000 Penalty: 4729.481934
	Iteration 28Q: 3 clusters Score -1067434 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -1067449.625000 Penalty: 4729.481934
	Iteration 29Q: 3 clusters Score -1067450 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -1067462.500000 Penalty: 4729.481934
	Iteration 30Q: 3 clusters Score -1067462 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -1067477.125000 Penalty: 4729.481934
	Iteration 31Q: 3 clusters Score -1067477 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -1067489.500000 Penalty: 4729.481934
	Iteration 32Q: 3 clusters Score -1067490 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -1067504.000000 Penalty: 4729.481934
	Iteration 33Q: 3 clusters Score -1067504 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -1067518.375000 Penalty: 4729.481934
	Iteration 34Q: 3 clusters Score -1067518 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -1067529.625000 Penalty: 4729.481934
	Iteration 35Q: 3 clusters Score -1067530 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -1067537.500000 Penalty: 4729.481934
	Iteration 36Q: 3 clusters Score -1067538 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -1067548.250000 Penalty: 4729.481934
	Iteration 37Q: 3 clusters Score -1067548 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1067550.750000 Penalty: 4729.481934
	Iteration 38Q: 3 clusters Score -1067551 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1067557.125000 Penalty: 4729.481934
	Iteration 39Q: 3 clusters Score -1067557 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -1067562.750000 Penalty: 4729.481934
	Iteration 40F: 3 clusters Score -1067563 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -1067566.375000 Penalty: 4729.481934
	Iteration 41Q: 3 clusters Score -1067566 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1067571.625000 Penalty: 4729.481934
	Iteration 42Q: 3 clusters Score -1067572 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -1067574.625000 Penalty: 4729.481934
	Iteration 43Q: 3 clusters Score -1067575 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -1067586.375000 Penalty: 4729.481934
	Iteration 44Q: 3 clusters Score -1067586 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -1067592.250000 Penalty: 4729.481934
	Iteration 45Q: 3 clusters Score -1067592 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -1067603.500000 Penalty: 4729.481934
	Iteration 46Q: 3 clusters Score -1067604 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -1067604.875000 Penalty: 4729.481934
	Iteration 47Q: 3 clusters Score -1067605 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -1067610.625000 Penalty: 4729.481934
	Iteration 48Q: 3 clusters Score -1067611 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1067621.000000 Penalty: 4729.481934
	Iteration 49Q: 3 clusters Score -1067621 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -1067623.625000 Penalty: 4729.481934
	Iteration 50Q: 3 clusters Score -1067624 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -1067627.750000 Penalty: 4729.481934
	Iteration 51Q: 3 clusters Score -1067628 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -1067635.125000 Penalty: 4729.481934
	Iteration 52Q: 3 clusters Score -1067635 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -1067638.125000 Penalty: 4729.481934
	Iteration 53Q: 3 clusters Score -1067638 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -1067639.750000 Penalty: 4729.481934
	Iteration 54Q: 3 clusters Score -1067640 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -1067642.500000 Penalty: 4729.481934
	Iteration 55Q: 3 clusters Score -1067642 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -1067646.250000 Penalty: 4729.481934
	Iteration 56Q: 3 clusters Score -1067646 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -1067646.750000 Penalty: 4729.481934
	Iteration 57Q: 3 clusters Score -1067647 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1067647.375000 Penalty: 4729.481934
	Iteration 58Q: 3 clusters Score -1067647 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1067647.000000 Penalty: 4729.481934
	Iteration 59Q: 3 clusters Score -1067647 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -1067648.500000 Penalty: 4729.481934
	Iteration 60F: 3 clusters Score -1067648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -1067648.625000 Penalty: 4729.481934
	Iteration 61Q: 3 clusters Score -1067649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -1067649.125000 Penalty: 4729.481934
	Iteration 62Q: 3 clusters Score -1067649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -1067649.750000 Penalty: 4729.481934
	Iteration 63Q: 3 clusters Score -1067650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -1067650.875000 Penalty: 4729.481934
	Iteration 64Q: 3 clusters Score -1067651 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -1067653.500000 Penalty: 4729.481934
	Iteration 65Q: 3 clusters Score -1067654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -1067650.250000 Penalty: 4729.481934
	Iteration 66Q: 3 clusters Score -1067650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1067651.750000 Penalty: 4729.481934
	Iteration 67Q: 3 clusters Score -1067652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -1067651.250000 Penalty: 4729.481934
	Iteration 68Q: 3 clusters Score -1067651 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -1067651.250000 Penalty: 4729.481934
	Iteration 69F: 3 clusters Score -1067651 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (61370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61370 members 
Entering Unmasked Estep 
Score: -4808264.500000 Penalty: 2734.119629
	Iteration 0F: 2 clusters Score -4808264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30697 members 
Mstep: Class 2 contains 30673 members 
Entering Unmasked Estep 
Score: -4767038.000000 Penalty: 5468.239258
	Iteration 0F: 3 clusters Score -4767038 nChanged 28615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31268 members 
Mstep: Class 2 contains 30102 members 
Entering Unmasked Estep 
Score: -4782830.000000 Penalty: 5468.239258
	Iteration 1F: 3 clusters Score -4782830 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31644 members 
Mstep: Class 2 contains 29726 members 
Entering Unmasked Estep 
Score: -4783514.500000 Penalty: 5468.239258
	Iteration 2Q: 3 clusters Score -4783514 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32193 members 
Mstep: Class 2 contains 29177 members 
Entering Unmasked Estep 
Score: -4784208.000000 Penalty: 5468.239258
	Iteration 3Q: 3 clusters Score -4784208 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32969 members 
Mstep: Class 2 contains 28401 members 
Entering Unmasked Estep 
Score: -4784988.500000 Penalty: 5468.239258
	Iteration 4Q: 3 clusters Score -4784988 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34105 members 
Mstep: Class 2 contains 27265 members 
Entering Unmasked Estep 
Score: -4786061.500000 Penalty: 5468.239258
	Iteration 5Q: 3 clusters Score -4786062 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35641 members 
Mstep: Class 2 contains 25729 members 
Entering Unmasked Estep 
Score: -4787466.500000 Penalty: 5468.239258
	Iteration 6Q: 3 clusters Score -4787466 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37573 members 
Mstep: Class 2 contains 23797 members 
Entering Unmasked Estep 
Score: -4789362.500000 Penalty: 5468.239258
	Iteration 7F: 3 clusters Score -4789362 nChanged 3641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39690 members 
Mstep: Class 2 contains 21680 members 
Entering Unmasked Estep 
Score: -4791520.000000 Penalty: 5468.239258
	Iteration 8F: 3 clusters Score -4791520 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41802 members 
Mstep: Class 2 contains 19568 members 
Entering Unmasked Estep 
Score: -4793745.500000 Penalty: 5468.239258
	Iteration 9F: 3 clusters Score -4793746 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43669 members 
Mstep: Class 2 contains 17701 members 
Entering Unmasked Estep 
Score: -4795683.000000 Penalty: 5468.239258
	Iteration 10F: 3 clusters Score -4795683 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45311 members 
Mstep: Class 2 contains 16059 members 
Entering Unmasked Estep 
Score: -4797434.000000 Penalty: 5468.239258
	Iteration 11Q: 3 clusters Score -4797434 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46728 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -4799055.000000 Penalty: 5468.239258
	Iteration 12Q: 3 clusters Score -4799055 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47876 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -4800470.000000 Penalty: 5468.239258
	Iteration 13Q: 3 clusters Score -4800470 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48871 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -4801540.000000 Penalty: 5468.239258
	Iteration 14Q: 3 clusters Score -4801540 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49778 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -4802307.000000 Penalty: 5468.239258
	Iteration 15Q: 3 clusters Score -4802307 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50621 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -4802871.500000 Penalty: 5468.239258
	Iteration 16Q: 3 clusters Score -4802872 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51383 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -4803335.500000 Penalty: 5468.239258
	Iteration 17Q: 3 clusters Score -4803336 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52064 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -4803730.500000 Penalty: 5468.239258
	Iteration 18Q: 3 clusters Score -4803730 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52683 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -4804093.500000 Penalty: 5468.239258
	Iteration 19Q: 3 clusters Score -4804094 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53253 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -4804420.000000 Penalty: 5468.239258
	Iteration 20F: 3 clusters Score -4804420 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53746 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -4804604.000000 Penalty: 5468.239258
	Iteration 21Q: 3 clusters Score -4804604 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54173 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -4804804.500000 Penalty: 5468.239258
	Iteration 22Q: 3 clusters Score -4804804 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54534 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -4804957.500000 Penalty: 5468.239258
	Iteration 23Q: 3 clusters Score -4804958 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54840 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -4805064.000000 Penalty: 5468.239258
	Iteration 24Q: 3 clusters Score -4805064 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55132 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -4805188.500000 Penalty: 5468.239258
	Iteration 25Q: 3 clusters Score -4805188 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55375 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -4805275.000000 Penalty: 5468.239258
	Iteration 26Q: 3 clusters Score -4805275 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55578 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -4805322.000000 Penalty: 5468.239258
	Iteration 27Q: 3 clusters Score -4805322 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55765 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -4805351.500000 Penalty: 5468.239258
	Iteration 28Q: 3 clusters Score -4805352 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55930 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -4805377.000000 Penalty: 5468.239258
	Iteration 29Q: 3 clusters Score -4805377 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56070 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -4805409.500000 Penalty: 5468.239258
	Iteration 30Q: 3 clusters Score -4805410 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56200 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -4805450.500000 Penalty: 5468.239258
	Iteration 31Q: 3 clusters Score -4805450 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56329 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -4805493.500000 Penalty: 5468.239258
	Iteration 32Q: 3 clusters Score -4805494 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56448 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -4805507.500000 Penalty: 5468.239258
	Iteration 33Q: 3 clusters Score -4805508 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56552 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -4805525.000000 Penalty: 5468.239258
	Iteration 34Q: 3 clusters Score -4805525 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56640 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -4805557.000000 Penalty: 5468.239258
	Iteration 35Q: 3 clusters Score -4805557 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56736 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -4805557.500000 Penalty: 5468.239258
	Iteration 36Q: 3 clusters Score -4805558 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56821 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -4805565.500000 Penalty: 5468.239258
	Iteration 37Q: 3 clusters Score -4805566 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56898 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -4805578.500000 Penalty: 5468.239258
	Iteration 38Q: 3 clusters Score -4805578 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56964 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -4805590.000000 Penalty: 5468.239258
	Iteration 39Q: 3 clusters Score -4805590 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57031 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -4805609.000000 Penalty: 5468.239258
	Iteration 40F: 3 clusters Score -4805609 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57088 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -4805618.000000 Penalty: 5468.239258
	Iteration 41Q: 3 clusters Score -4805618 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57139 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -4805615.000000 Penalty: 5468.239258
	Iteration 42Q: 3 clusters Score -4805615 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57188 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -4805623.000000 Penalty: 5468.239258
	Iteration 43Q: 3 clusters Score -4805623 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57238 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -4805623.000000 Penalty: 5468.239258
	Iteration 44Q: 3 clusters Score -4805623 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57290 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -4805625.500000 Penalty: 5468.239258
	Iteration 45Q: 3 clusters Score -4805626 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57339 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -4805643.000000 Penalty: 5468.239258
	Iteration 46Q: 3 clusters Score -4805643 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57384 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -4805651.500000 Penalty: 5468.239258
	Iteration 47Q: 3 clusters Score -4805652 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57423 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -4805667.000000 Penalty: 5468.239258
	Iteration 48Q: 3 clusters Score -4805667 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57462 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -4805671.000000 Penalty: 5468.239258
	Iteration 49Q: 3 clusters Score -4805671 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57507 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -4805668.000000 Penalty: 5468.239258
	Iteration 50Q: 3 clusters Score -4805668 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57553 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -4805675.000000 Penalty: 5468.239258
	Iteration 51Q: 3 clusters Score -4805675 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57593 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -4805683.000000 Penalty: 5468.239258
	Iteration 52Q: 3 clusters Score -4805683 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57623 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -4805680.500000 Penalty: 5468.239258
	Iteration 53Q: 3 clusters Score -4805680 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57662 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -4805681.000000 Penalty: 5468.239258
	Iteration 54Q: 3 clusters Score -4805681 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57697 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -4805692.000000 Penalty: 5468.239258
	Iteration 55Q: 3 clusters Score -4805692 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57719 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -4805696.500000 Penalty: 5468.239258
	Iteration 56Q: 3 clusters Score -4805696 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57743 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -4805708.500000 Penalty: 5468.239258
	Iteration 57Q: 3 clusters Score -4805708 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57771 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -4805718.000000 Penalty: 5468.239258
	Iteration 58Q: 3 clusters Score -4805718 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57804 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -4805730.500000 Penalty: 5468.239258
	Iteration 59Q: 3 clusters Score -4805730 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57846 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -4805732.000000 Penalty: 5468.239258
	Iteration 60F: 3 clusters Score -4805732 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57889 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -4805745.500000 Penalty: 5468.239258
	Iteration 61Q: 3 clusters Score -4805746 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57926 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -4805756.000000 Penalty: 5468.239258
	Iteration 62Q: 3 clusters Score -4805756 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57966 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -4805753.000000 Penalty: 5468.239258
	Iteration 63Q: 3 clusters Score -4805753 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58001 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -4805752.000000 Penalty: 5468.239258
	Iteration 64Q: 3 clusters Score -4805752 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58030 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -4805759.500000 Penalty: 5468.239258
	Iteration 65Q: 3 clusters Score -4805760 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58054 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -4805769.500000 Penalty: 5468.239258
	Iteration 66Q: 3 clusters Score -4805770 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58078 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -4805784.500000 Penalty: 5468.239258
	Iteration 67Q: 3 clusters Score -4805784 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58099 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -4805785.500000 Penalty: 5468.239258
	Iteration 68Q: 3 clusters Score -4805786 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58121 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -4805782.500000 Penalty: 5468.239258
	Iteration 69Q: 3 clusters Score -4805782 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58147 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -4805793.500000 Penalty: 5468.239258
	Iteration 70Q: 3 clusters Score -4805794 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58168 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -4805809.000000 Penalty: 5468.239258
	Iteration 71Q: 3 clusters Score -4805809 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58188 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -4805804.500000 Penalty: 5468.239258
	Iteration 72Q: 3 clusters Score -4805804 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58206 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -4805806.500000 Penalty: 5468.239258
	Iteration 73Q: 3 clusters Score -4805806 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58227 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -4805815.500000 Penalty: 5468.239258
	Iteration 74Q: 3 clusters Score -4805816 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58255 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -4805807.500000 Penalty: 5468.239258
	Iteration 75Q: 3 clusters Score -4805808 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58285 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -4805818.500000 Penalty: 5468.239258
	Iteration 76Q: 3 clusters Score -4805818 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58309 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -4805832.000000 Penalty: 5468.239258
	Iteration 77Q: 3 clusters Score -4805832 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58325 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -4805843.000000 Penalty: 5468.239258
	Iteration 78Q: 3 clusters Score -4805843 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58336 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -4805841.500000 Penalty: 5468.239258
	Iteration 79Q: 3 clusters Score -4805842 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58351 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -4805852.000000 Penalty: 5468.239258
	Iteration 80F: 3 clusters Score -4805852 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58364 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -4805849.500000 Penalty: 5468.239258
	Iteration 81Q: 3 clusters Score -4805850 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58374 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -4805856.000000 Penalty: 5468.239258
	Iteration 82Q: 3 clusters Score -4805856 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58385 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -4805857.500000 Penalty: 5468.239258
	Iteration 83Q: 3 clusters Score -4805858 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58400 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -4805859.500000 Penalty: 5468.239258
	Iteration 84Q: 3 clusters Score -4805860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58408 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -4805860.000000 Penalty: 5468.239258
	Iteration 85Q: 3 clusters Score -4805860 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58421 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -4805866.000000 Penalty: 5468.239258
	Iteration 86Q: 3 clusters Score -4805866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58430 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -4805869.000000 Penalty: 5468.239258
	Iteration 87Q: 3 clusters Score -4805869 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58440 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -4805875.000000 Penalty: 5468.239258
	Iteration 88Q: 3 clusters Score -4805875 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58448 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -4805878.000000 Penalty: 5468.239258
	Iteration 89Q: 3 clusters Score -4805878 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58459 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -4805881.000000 Penalty: 5468.239258
	Iteration 90Q: 3 clusters Score -4805881 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58467 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -4805880.000000 Penalty: 5468.239258
	Iteration 91Q: 3 clusters Score -4805880 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58485 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -4805865.500000 Penalty: 5468.239258
	Iteration 92Q: 3 clusters Score -4805866 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58499 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -4805867.000000 Penalty: 5468.239258
	Iteration 93Q: 3 clusters Score -4805867 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58512 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -4805862.000000 Penalty: 5468.239258
	Iteration 94Q: 3 clusters Score -4805862 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58524 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -4805863.000000 Penalty: 5468.239258
	Iteration 95Q: 3 clusters Score -4805863 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58539 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -4805873.500000 Penalty: 5468.239258
	Iteration 96Q: 3 clusters Score -4805874 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58551 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -4805874.000000 Penalty: 5468.239258
	Iteration 97Q: 3 clusters Score -4805874 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58564 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -4805866.000000 Penalty: 5468.239258
	Iteration 98Q: 3 clusters Score -4805866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58571 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -4805864.000000 Penalty: 5468.239258
	Iteration 99Q: 3 clusters Score -4805864 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58579 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -4805855.500000 Penalty: 5468.239258
	Iteration 100F: 3 clusters Score -4805856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58586 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -4805857.000000 Penalty: 5468.239258
	Iteration 101Q: 3 clusters Score -4805857 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58590 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -4805864.500000 Penalty: 5468.239258
	Iteration 102Q: 3 clusters Score -4805864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58597 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -4805869.500000 Penalty: 5468.239258
	Iteration 103Q: 3 clusters Score -4805870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58602 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -4805868.000000 Penalty: 5468.239258
	Iteration 104Q: 3 clusters Score -4805868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58606 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -4805867.000000 Penalty: 5468.239258
	Iteration 105Q: 3 clusters Score -4805867 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58612 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -4805866.500000 Penalty: 5468.239258
	Iteration 106Q: 3 clusters Score -4805866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58620 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -4805869.500000 Penalty: 5468.239258
	Iteration 107Q: 3 clusters Score -4805870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58626 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -4805875.000000 Penalty: 5468.239258
	Iteration 108Q: 3 clusters Score -4805875 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58629 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -4805874.000000 Penalty: 5468.239258
	Iteration 109Q: 3 clusters Score -4805874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58630 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -4805877.000000 Penalty: 5468.239258
	Iteration 110Q: 3 clusters Score -4805877 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58630 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -4805877.000000 Penalty: 5468.239258
	Iteration 111F: 3 clusters Score -4805877 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Entering Unmasked Estep 
Score: -150185.609375 Penalty: 1931.064941
	Iteration 0F: 2 clusters Score -150185.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -147348.531250 Penalty: 3862.129883
	Iteration 0F: 3 clusters Score -147348.5 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -148065.140625 Penalty: 3862.129883
	Iteration 1F: 3 clusters Score -148065.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -148463.484375 Penalty: 3862.129883
	Iteration 2F: 3 clusters Score -148463.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -148752.156250 Penalty: 3862.129883
	Iteration 3F: 3 clusters Score -148752.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -148956.859375 Penalty: 3862.129883
	Iteration 4F: 3 clusters Score -148956.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -149102.546875 Penalty: 3862.129883
	Iteration 5Q: 3 clusters Score -149102.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -149211.171875 Penalty: 3862.129883
	Iteration 6Q: 3 clusters Score -149211.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -149270.484375 Penalty: 3862.129883
	Iteration 7Q: 3 clusters Score -149270.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -149314.421875 Penalty: 3862.129883
	Iteration 8Q: 3 clusters Score -149314.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -149337.640625 Penalty: 3862.129883
	Iteration 9Q: 3 clusters Score -149337.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -149360.843750 Penalty: 3862.129883
	Iteration 10Q: 3 clusters Score -149360.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -149370.343750 Penalty: 3862.129883
	Iteration 11Q: 3 clusters Score -149370.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -149374.812500 Penalty: 3862.129883
	Iteration 12Q: 3 clusters Score -149374.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -149383.078125 Penalty: 3862.129883
	Iteration 13Q: 3 clusters Score -149383.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -149388.437500 Penalty: 3862.129883
	Iteration 14Q: 3 clusters Score -149388.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -149391.781250 Penalty: 3862.129883
	Iteration 15Q: 3 clusters Score -149391.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -149394.531250 Penalty: 3862.129883
	Iteration 16Q: 3 clusters Score -149394.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -149396.562500 Penalty: 3862.129883
	Iteration 17Q: 3 clusters Score -149396.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -149398.593750 Penalty: 3862.129883
	Iteration 18Q: 3 clusters Score -149398.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -149401.375000 Penalty: 3862.129883
	Iteration 19Q: 3 clusters Score -149401.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -149403.078125 Penalty: 3862.129883
	Iteration 20F: 3 clusters Score -149403.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -149404.359375 Penalty: 3862.129883
	Iteration 21Q: 3 clusters Score -149404.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -149404.593750 Penalty: 3862.129883
	Iteration 22Q: 3 clusters Score -149404.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -149404.593750 Penalty: 3862.129883
	Iteration 23F: 3 clusters Score -149404.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (23361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23361 members 
Entering Unmasked Estep 
Score: -1844721.375000 Penalty: 2494.588135
	Iteration 0F: 2 clusters Score -1844721 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -1828455.750000 Penalty: 4989.176270
	Iteration 0F: 3 clusters Score -1828456 nChanged 10346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -1834161.750000 Penalty: 4989.176270
	Iteration 1F: 3 clusters Score -1834162 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -1834944.875000 Penalty: 4989.176270
	Iteration 2F: 3 clusters Score -1834945 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -1835956.375000 Penalty: 4989.176270
	Iteration 3F: 3 clusters Score -1835956 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -1837150.625000 Penalty: 4989.176270
	Iteration 4F: 3 clusters Score -1837151 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1838387.250000 Penalty: 4989.176270
	Iteration 5F: 3 clusters Score -1838387 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1839553.375000 Penalty: 4989.176270
	Iteration 6F: 3 clusters Score -1839553 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16940 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1840686.250000 Penalty: 4989.176270
	Iteration 7F: 3 clusters Score -1840686 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17854 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1841588.375000 Penalty: 4989.176270
	Iteration 8Q: 3 clusters Score -1841588 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18592 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1842180.250000 Penalty: 4989.176270
	Iteration 9Q: 3 clusters Score -1842180 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19160 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -1842561.625000 Penalty: 4989.176270
	Iteration 10Q: 3 clusters Score -1842562 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19641 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1842849.875000 Penalty: 4989.176270
	Iteration 11Q: 3 clusters Score -1842850 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20073 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1843100.125000 Penalty: 4989.176270
	Iteration 12Q: 3 clusters Score -1843100 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20447 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1843306.000000 Penalty: 4989.176270
	Iteration 13Q: 3 clusters Score -1843306 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20773 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -1843477.625000 Penalty: 4989.176270
	Iteration 14Q: 3 clusters Score -1843478 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21038 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1843626.000000 Penalty: 4989.176270
	Iteration 15Q: 3 clusters Score -1843626 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21276 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1843771.125000 Penalty: 4989.176270
	Iteration 16Q: 3 clusters Score -1843771 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21477 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1843898.500000 Penalty: 4989.176270
	Iteration 17Q: 3 clusters Score -1843898 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21629 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1843997.625000 Penalty: 4989.176270
	Iteration 18Q: 3 clusters Score -1843998 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21744 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1844073.500000 Penalty: 4989.176270
	Iteration 19Q: 3 clusters Score -1844074 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21839 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1844130.000000 Penalty: 4989.176270
	Iteration 20F: 3 clusters Score -1844130 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21904 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1844176.875000 Penalty: 4989.176270
	Iteration 21Q: 3 clusters Score -1844177 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21963 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1844224.500000 Penalty: 4989.176270
	Iteration 22Q: 3 clusters Score -1844224 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21999 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1844243.750000 Penalty: 4989.176270
	Iteration 23Q: 3 clusters Score -1844244 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22034 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1844254.125000 Penalty: 4989.176270
	Iteration 24Q: 3 clusters Score -1844254 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22057 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1844270.500000 Penalty: 4989.176270
	Iteration 25Q: 3 clusters Score -1844270 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22073 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1844280.250000 Penalty: 4989.176270
	Iteration 26Q: 3 clusters Score -1844280 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22087 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1844286.000000 Penalty: 4989.176270
	Iteration 27Q: 3 clusters Score -1844286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22097 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1844284.125000 Penalty: 4989.176270
	Iteration 28Q: 3 clusters Score -1844284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22103 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1844288.125000 Penalty: 4989.176270
	Iteration 29Q: 3 clusters Score -1844288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22105 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1844289.125000 Penalty: 4989.176270
	Iteration 30Q: 3 clusters Score -1844289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22106 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1844289.500000 Penalty: 4989.176270
	Iteration 31Q: 3 clusters Score -1844290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22107 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1844290.000000 Penalty: 4989.176270
	Iteration 32Q: 3 clusters Score -1844290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22108 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1844286.125000 Penalty: 4989.176270
	Iteration 33Q: 3 clusters Score -1844286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22109 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1844287.000000 Penalty: 4989.176270
	Iteration 34Q: 3 clusters Score -1844287 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22109 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1844287.000000 Penalty: 4989.176270
	Iteration 35F: 3 clusters Score -1844287 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Entering Unmasked Estep 
Score: -334163.781250 Penalty: 2075.895752
	Iteration 0F: 2 clusters Score -334163.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -330081.343750 Penalty: 4151.791504
	Iteration 0F: 3 clusters Score -330081.3 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -331075.875000 Penalty: 4151.791504
	Iteration 1F: 3 clusters Score -331075.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -331283.187500 Penalty: 4151.791504
	Iteration 2F: 3 clusters Score -331283.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -331400.375000 Penalty: 4151.791504
	Iteration 3Q: 3 clusters Score -331400.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -331485.562500 Penalty: 4151.791504
	Iteration 4Q: 3 clusters Score -331485.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -331541.031250 Penalty: 4151.791504
	Iteration 5Q: 3 clusters Score -331541 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -331579.593750 Penalty: 4151.791504
	Iteration 6Q: 3 clusters Score -331579.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -331623.062500 Penalty: 4151.791504
	Iteration 7Q: 3 clusters Score -331623.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -331674.125000 Penalty: 4151.791504
	Iteration 8Q: 3 clusters Score -331674.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -331721.906250 Penalty: 4151.791504
	Iteration 9Q: 3 clusters Score -331721.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -331761.093750 Penalty: 4151.791504
	Iteration 10Q: 3 clusters Score -331761.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -331812.812500 Penalty: 4151.791504
	Iteration 11Q: 3 clusters Score -331812.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -331873.187500 Penalty: 4151.791504
	Iteration 12Q: 3 clusters Score -331873.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -331935.906250 Penalty: 4151.791504
	Iteration 13Q: 3 clusters Score -331935.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -331992.250000 Penalty: 4151.791504
	Iteration 14Q: 3 clusters Score -331992.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -332048.218750 Penalty: 4151.791504
	Iteration 15Q: 3 clusters Score -332048.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -332103.093750 Penalty: 4151.791504
	Iteration 16Q: 3 clusters Score -332103.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -332172.437500 Penalty: 4151.791504
	Iteration 17Q: 3 clusters Score -332172.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -332243.718750 Penalty: 4151.791504
	Iteration 18Q: 3 clusters Score -332243.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -332306.000000 Penalty: 4151.791504
	Iteration 19Q: 3 clusters Score -332306 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -332358.750000 Penalty: 4151.791504
	Iteration 20F: 3 clusters Score -332358.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -332409.593750 Penalty: 4151.791504
	Iteration 21Q: 3 clusters Score -332409.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -332456.406250 Penalty: 4151.791504
	Iteration 22Q: 3 clusters Score -332456.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -332504.875000 Penalty: 4151.791504
	Iteration 23Q: 3 clusters Score -332504.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -332541.687500 Penalty: 4151.791504
	Iteration 24Q: 3 clusters Score -332541.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -332572.000000 Penalty: 4151.791504
	Iteration 25Q: 3 clusters Score -332572 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -332609.968750 Penalty: 4151.791504
	Iteration 26Q: 3 clusters Score -332610 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -332641.687500 Penalty: 4151.791504
	Iteration 27Q: 3 clusters Score -332641.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -332676.562500 Penalty: 4151.791504
	Iteration 28Q: 3 clusters Score -332676.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -332715.312500 Penalty: 4151.791504
	Iteration 29Q: 3 clusters Score -332715.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -332742.218750 Penalty: 4151.791504
	Iteration 30Q: 3 clusters Score -332742.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -332777.312500 Penalty: 4151.791504
	Iteration 31Q: 3 clusters Score -332777.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -332796.437500 Penalty: 4151.791504
	Iteration 32Q: 3 clusters Score -332796.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -332810.500000 Penalty: 4151.791504
	Iteration 33Q: 3 clusters Score -332810.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -332829.687500 Penalty: 4151.791504
	Iteration 34Q: 3 clusters Score -332829.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -332846.593750 Penalty: 4151.791504
	Iteration 35Q: 3 clusters Score -332846.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -332862.312500 Penalty: 4151.791504
	Iteration 36Q: 3 clusters Score -332862.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -332875.656250 Penalty: 4151.791504
	Iteration 37Q: 3 clusters Score -332875.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -332886.437500 Penalty: 4151.791504
	Iteration 38Q: 3 clusters Score -332886.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -332899.375000 Penalty: 4151.791504
	Iteration 39Q: 3 clusters Score -332899.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -332911.343750 Penalty: 4151.791504
	Iteration 40F: 3 clusters Score -332911.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -332923.656250 Penalty: 4151.791504
	Iteration 41Q: 3 clusters Score -332923.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -332932.343750 Penalty: 4151.791504
	Iteration 42Q: 3 clusters Score -332932.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -332940.593750 Penalty: 4151.791504
	Iteration 43Q: 3 clusters Score -332940.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -332943.625000 Penalty: 4151.791504
	Iteration 44Q: 3 clusters Score -332943.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -332945.593750 Penalty: 4151.791504
	Iteration 45Q: 3 clusters Score -332945.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -332945.843750 Penalty: 4151.791504
	Iteration 46Q: 3 clusters Score -332945.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -332945.843750 Penalty: 4151.791504
	Iteration 47F: 3 clusters Score -332945.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (16390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Entering Unmasked Estep 
Score: -1349841.625000 Penalty: 2406.697754
	Iteration 0F: 2 clusters Score -1349842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -1338098.875000 Penalty: 4813.395508
	Iteration 0F: 3 clusters Score -1338099 nChanged 7072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -1342049.750000 Penalty: 4813.395508
	Iteration 1F: 3 clusters Score -1342050 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -1342759.000000 Penalty: 4813.395508
	Iteration 2F: 3 clusters Score -1342759 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -1343650.500000 Penalty: 4813.395508
	Iteration 3F: 3 clusters Score -1343650 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -1344637.750000 Penalty: 4813.395508
	Iteration 4F: 3 clusters Score -1344638 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -1345703.125000 Penalty: 4813.395508
	Iteration 5F: 3 clusters Score -1345703 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -1346659.125000 Penalty: 4813.395508
	Iteration 6F: 3 clusters Score -1346659 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -1347382.875000 Penalty: 4813.395508
	Iteration 7F: 3 clusters Score -1347383 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -1347764.375000 Penalty: 4813.395508
	Iteration 8Q: 3 clusters Score -1347764 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -1348008.125000 Penalty: 4813.395508
	Iteration 9Q: 3 clusters Score -1348008 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -1348114.125000 Penalty: 4813.395508
	Iteration 10Q: 3 clusters Score -1348114 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -1348179.125000 Penalty: 4813.395508
	Iteration 11Q: 3 clusters Score -1348179 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -1348216.000000 Penalty: 4813.395508
	Iteration 12Q: 3 clusters Score -1348216 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -1348245.375000 Penalty: 4813.395508
	Iteration 13Q: 3 clusters Score -1348245 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -1348266.250000 Penalty: 4813.395508
	Iteration 14Q: 3 clusters Score -1348266 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -1348283.375000 Penalty: 4813.395508
	Iteration 15Q: 3 clusters Score -1348283 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -1348300.125000 Penalty: 4813.395508
	Iteration 16Q: 3 clusters Score -1348300 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -1348327.375000 Penalty: 4813.395508
	Iteration 17Q: 3 clusters Score -1348327 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -1348337.750000 Penalty: 4813.395508
	Iteration 18Q: 3 clusters Score -1348338 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -1348349.125000 Penalty: 4813.395508
	Iteration 19Q: 3 clusters Score -1348349 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -1348359.500000 Penalty: 4813.395508
	Iteration 20F: 3 clusters Score -1348360 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -1348366.375000 Penalty: 4813.395508
	Iteration 21Q: 3 clusters Score -1348366 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -1348377.125000 Penalty: 4813.395508
	Iteration 22Q: 3 clusters Score -1348377 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -1348384.750000 Penalty: 4813.395508
	Iteration 23Q: 3 clusters Score -1348385 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -1348389.375000 Penalty: 4813.395508
	Iteration 24Q: 3 clusters Score -1348389 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 14965 members 
Entering Unmasked Estep 
Score: -1348394.250000 Penalty: 4813.395508
	Iteration 25Q: 3 clusters Score -1348394 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -1348402.750000 Penalty: 4813.395508
	Iteration 26Q: 3 clusters Score -1348403 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -1348416.500000 Penalty: 4813.395508
	Iteration 27Q: 3 clusters Score -1348416 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -1348426.000000 Penalty: 4813.395508
	Iteration 28Q: 3 clusters Score -1348426 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -1348434.125000 Penalty: 4813.395508
	Iteration 29Q: 3 clusters Score -1348434 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -1348437.625000 Penalty: 4813.395508
	Iteration 30Q: 3 clusters Score -1348438 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -1348445.250000 Penalty: 4813.395508
	Iteration 31Q: 3 clusters Score -1348445 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -1348444.125000 Penalty: 4813.395508
	Iteration 32Q: 3 clusters Score -1348444 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -1348446.000000 Penalty: 4813.395508
	Iteration 33Q: 3 clusters Score -1348446 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -1348450.125000 Penalty: 4813.395508
	Iteration 34Q: 3 clusters Score -1348450 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -1348455.250000 Penalty: 4813.395508
	Iteration 35Q: 3 clusters Score -1348455 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
Score: -1348459.500000 Penalty: 4813.395508
	Iteration 36Q: 3 clusters Score -1348460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -1348459.750000 Penalty: 4813.395508
	Iteration 37Q: 3 clusters Score -1348460 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -1348466.750000 Penalty: 4813.395508
	Iteration 38Q: 3 clusters Score -1348467 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -1348466.375000 Penalty: 4813.395508
	Iteration 39Q: 3 clusters Score -1348466 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 15165 members 
Entering Unmasked Estep 
Score: -1348469.250000 Penalty: 4813.395508
	Iteration 40F: 3 clusters Score -1348469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -1348469.000000 Penalty: 4813.395508
	Iteration 41Q: 3 clusters Score -1348469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
Score: -1348473.375000 Penalty: 4813.395508
	Iteration 42Q: 3 clusters Score -1348473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
Score: -1348472.750000 Penalty: 4813.395508
	Iteration 43Q: 3 clusters Score -1348473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 15172 members 
Entering Unmasked Estep 
Score: -1348472.750000 Penalty: 4813.395508
	Iteration 44Q: 3 clusters Score -1348473 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 15172 members 
Entering Unmasked Estep 
Score: -1348472.750000 Penalty: 4813.395508
	Iteration 45F: 3 clusters Score -1348473 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (75900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75900 members 
Entering Unmasked Estep 
Score: -6127173.500000 Penalty: 2786.818604
	Iteration 0F: 2 clusters Score -6127174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37978 members 
Mstep: Class 2 contains 37922 members 
Entering Unmasked Estep 
Score: -6076241.500000 Penalty: 5573.637207
	Iteration 0F: 3 clusters Score -6076242 nChanged 35592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37456 members 
Mstep: Class 2 contains 38444 members 
Entering Unmasked Estep 
Score: -6096612.500000 Penalty: 5573.637207
	Iteration 1F: 3 clusters Score -6096612 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37194 members 
Mstep: Class 2 contains 38706 members 
Entering Unmasked Estep 
Score: -6097385.500000 Penalty: 5573.637207
	Iteration 2Q: 3 clusters Score -6097386 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36711 members 
Mstep: Class 2 contains 39189 members 
Entering Unmasked Estep 
Score: -6098338.500000 Penalty: 5573.637207
	Iteration 3Q: 3 clusters Score -6098338 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35960 members 
Mstep: Class 2 contains 39940 members 
Entering Unmasked Estep 
Score: -6099436.500000 Penalty: 5573.637207
	Iteration 4Q: 3 clusters Score -6099436 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34909 members 
Mstep: Class 2 contains 40991 members 
Entering Unmasked Estep 
Score: -6100736.500000 Penalty: 5573.637207
	Iteration 5Q: 3 clusters Score -6100736 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33377 members 
Mstep: Class 2 contains 42523 members 
Entering Unmasked Estep 
Score: -6102423.000000 Penalty: 5573.637207
	Iteration 6Q: 3 clusters Score -6102423 nChanged 4191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31188 members 
Mstep: Class 2 contains 44712 members 
Entering Unmasked Estep 
Score: -6104734.000000 Penalty: 5573.637207
	Iteration 7F: 3 clusters Score -6104734 nChanged 4640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28392 members 
Mstep: Class 2 contains 47508 members 
Entering Unmasked Estep 
Score: -6107706.000000 Penalty: 5573.637207
	Iteration 8F: 3 clusters Score -6107706 nChanged 4774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25230 members 
Mstep: Class 2 contains 50670 members 
Entering Unmasked Estep 
Score: -6111405.500000 Penalty: 5573.637207
	Iteration 9F: 3 clusters Score -6111406 nChanged 4426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22226 members 
Mstep: Class 2 contains 53674 members 
Entering Unmasked Estep 
Score: -6115336.500000 Penalty: 5573.637207
	Iteration 10F: 3 clusters Score -6115336 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19782 members 
Mstep: Class 2 contains 56118 members 
Entering Unmasked Estep 
Score: -6118905.500000 Penalty: 5573.637207
	Iteration 11Q: 3 clusters Score -6118906 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18103 members 
Mstep: Class 2 contains 57797 members 
Entering Unmasked Estep 
Score: -6121141.500000 Penalty: 5573.637207
	Iteration 12Q: 3 clusters Score -6121142 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16918 members 
Mstep: Class 2 contains 58982 members 
Entering Unmasked Estep 
Score: -6122473.000000 Penalty: 5573.637207
	Iteration 13Q: 3 clusters Score -6122473 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 59932 members 
Entering Unmasked Estep 
Score: -6123254.000000 Penalty: 5573.637207
	Iteration 14Q: 3 clusters Score -6123254 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 60736 members 
Entering Unmasked Estep 
Score: -6123853.500000 Penalty: 5573.637207
	Iteration 15Q: 3 clusters Score -6123854 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 61461 members 
Entering Unmasked Estep 
Score: -6124311.000000 Penalty: 5573.637207
	Iteration 16Q: 3 clusters Score -6124311 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 62085 members 
Entering Unmasked Estep 
Score: -6124577.000000 Penalty: 5573.637207
	Iteration 17Q: 3 clusters Score -6124577 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 62668 members 
Entering Unmasked Estep 
Score: -6124843.500000 Penalty: 5573.637207
	Iteration 18Q: 3 clusters Score -6124844 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 63182 members 
Entering Unmasked Estep 
Score: -6124999.000000 Penalty: 5573.637207
	Iteration 19Q: 3 clusters Score -6124999 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 63654 members 
Entering Unmasked Estep 
Score: -6125141.500000 Penalty: 5573.637207
	Iteration 20F: 3 clusters Score -6125142 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 64066 members 
Entering Unmasked Estep 
Score: -6125224.500000 Penalty: 5573.637207
	Iteration 21Q: 3 clusters Score -6125224 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 64472 members 
Entering Unmasked Estep 
Score: -6125309.500000 Penalty: 5573.637207
	Iteration 22Q: 3 clusters Score -6125310 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 64851 members 
Entering Unmasked Estep 
Score: -6125393.500000 Penalty: 5573.637207
	Iteration 23Q: 3 clusters Score -6125394 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 65229 members 
Entering Unmasked Estep 
Score: -6125474.500000 Penalty: 5573.637207
	Iteration 24Q: 3 clusters Score -6125474 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 65623 members 
Entering Unmasked Estep 
Score: -6125538.000000 Penalty: 5573.637207
	Iteration 25Q: 3 clusters Score -6125538 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 65965 members 
Entering Unmasked Estep 
Score: -6125597.000000 Penalty: 5573.637207
	Iteration 26Q: 3 clusters Score -6125597 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 66287 members 
Entering Unmasked Estep 
Score: -6125656.500000 Penalty: 5573.637207
	Iteration 27Q: 3 clusters Score -6125656 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 66599 members 
Entering Unmasked Estep 
Score: -6125696.500000 Penalty: 5573.637207
	Iteration 28Q: 3 clusters Score -6125696 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 66900 members 
Entering Unmasked Estep 
Score: -6125777.500000 Penalty: 5573.637207
	Iteration 29Q: 3 clusters Score -6125778 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 67206 members 
Entering Unmasked Estep 
Score: -6125853.000000 Penalty: 5573.637207
	Iteration 30Q: 3 clusters Score -6125853 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 67506 members 
Entering Unmasked Estep 
Score: -6125915.500000 Penalty: 5573.637207
	Iteration 31Q: 3 clusters Score -6125916 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 67800 members 
Entering Unmasked Estep 
Score: -6125961.500000 Penalty: 5573.637207
	Iteration 32Q: 3 clusters Score -6125962 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 68071 members 
Entering Unmasked Estep 
Score: -6125984.500000 Penalty: 5573.637207
	Iteration 33Q: 3 clusters Score -6125984 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 68339 members 
Entering Unmasked Estep 
Score: -6126044.500000 Penalty: 5573.637207
	Iteration 34Q: 3 clusters Score -6126044 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 68609 members 
Entering Unmasked Estep 
Score: -6126082.500000 Penalty: 5573.637207
	Iteration 35Q: 3 clusters Score -6126082 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 68884 members 
Entering Unmasked Estep 
Score: -6126109.000000 Penalty: 5573.637207
	Iteration 36Q: 3 clusters Score -6126109 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 69116 members 
Entering Unmasked Estep 
Score: -6126166.000000 Penalty: 5573.637207
	Iteration 37Q: 3 clusters Score -6126166 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 69330 members 
Entering Unmasked Estep 
Score: -6126179.500000 Penalty: 5573.637207
	Iteration 38Q: 3 clusters Score -6126180 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 69534 members 
Entering Unmasked Estep 
Score: -6126211.500000 Penalty: 5573.637207
	Iteration 39Q: 3 clusters Score -6126212 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 69709 members 
Entering Unmasked Estep 
Score: -6126257.000000 Penalty: 5573.637207
	Iteration 40F: 3 clusters Score -6126257 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 69888 members 
Entering Unmasked Estep 
Score: -6126296.500000 Penalty: 5573.637207
	Iteration 41Q: 3 clusters Score -6126296 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 70064 members 
Entering Unmasked Estep 
Score: -6126312.500000 Penalty: 5573.637207
	Iteration 42Q: 3 clusters Score -6126312 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 70197 members 
Entering Unmasked Estep 
Score: -6126318.500000 Penalty: 5573.637207
	Iteration 43Q: 3 clusters Score -6126318 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 70310 members 
Entering Unmasked Estep 
Score: -6126329.000000 Penalty: 5573.637207
	Iteration 44Q: 3 clusters Score -6126329 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 70428 members 
Entering Unmasked Estep 
Score: -6126346.000000 Penalty: 5573.637207
	Iteration 45Q: 3 clusters Score -6126346 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 70520 members 
Entering Unmasked Estep 
Score: -6126345.500000 Penalty: 5573.637207
	Iteration 46Q: 3 clusters Score -6126346 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 70602 members 
Entering Unmasked Estep 
Score: -6126343.000000 Penalty: 5573.637207
	Iteration 47Q: 3 clusters Score -6126343 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 70682 members 
Entering Unmasked Estep 
Score: -6126362.000000 Penalty: 5573.637207
	Iteration 48Q: 3 clusters Score -6126362 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 70751 members 
Entering Unmasked Estep 
Score: -6126385.000000 Penalty: 5573.637207
	Iteration 49Q: 3 clusters Score -6126385 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 70828 members 
Entering Unmasked Estep 
Score: -6126401.500000 Penalty: 5573.637207
	Iteration 50Q: 3 clusters Score -6126402 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 70906 members 
Entering Unmasked Estep 
Score: -6126402.500000 Penalty: 5573.637207
	Iteration 51Q: 3 clusters Score -6126402 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 70988 members 
Entering Unmasked Estep 
Score: -6126420.500000 Penalty: 5573.637207
	Iteration 52Q: 3 clusters Score -6126420 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 71056 members 
Entering Unmasked Estep 
Score: -6126425.000000 Penalty: 5573.637207
	Iteration 53Q: 3 clusters Score -6126425 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 71114 members 
Entering Unmasked Estep 
Score: -6126434.500000 Penalty: 5573.637207
	Iteration 54Q: 3 clusters Score -6126434 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 71181 members 
Entering Unmasked Estep 
Score: -6126455.000000 Penalty: 5573.637207
	Iteration 55Q: 3 clusters Score -6126455 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 71235 members 
Entering Unmasked Estep 
Score: -6126458.000000 Penalty: 5573.637207
	Iteration 56Q: 3 clusters Score -6126458 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 71289 members 
Entering Unmasked Estep 
Score: -6126466.500000 Penalty: 5573.637207
	Iteration 57Q: 3 clusters Score -6126466 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 71328 members 
Entering Unmasked Estep 
Score: -6126457.500000 Penalty: 5573.637207
	Iteration 58Q: 3 clusters Score -6126458 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 71377 members 
Entering Unmasked Estep 
Score: -6126472.500000 Penalty: 5573.637207
	Iteration 59Q: 3 clusters Score -6126472 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 71431 members 
Entering Unmasked Estep 
Score: -6126486.000000 Penalty: 5573.637207
	Iteration 60F: 3 clusters Score -6126486 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 71479 members 
Entering Unmasked Estep 
Score: -6126499.500000 Penalty: 5573.637207
	Iteration 61Q: 3 clusters Score -6126500 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 71538 members 
Entering Unmasked Estep 
Score: -6126502.500000 Penalty: 5573.637207
	Iteration 62Q: 3 clusters Score -6126502 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 71591 members 
Entering Unmasked Estep 
Score: -6126514.000000 Penalty: 5573.637207
	Iteration 63Q: 3 clusters Score -6126514 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 71641 members 
Entering Unmasked Estep 
Score: -6126547.500000 Penalty: 5573.637207
	Iteration 64Q: 3 clusters Score -6126548 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 71680 members 
Entering Unmasked Estep 
Score: -6126539.500000 Penalty: 5573.637207
	Iteration 65Q: 3 clusters Score -6126540 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 71721 members 
Entering Unmasked Estep 
Score: -6126553.500000 Penalty: 5573.637207
	Iteration 66Q: 3 clusters Score -6126554 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 71764 members 
Entering Unmasked Estep 
Score: -6126567.500000 Penalty: 5573.637207
	Iteration 67Q: 3 clusters Score -6126568 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 71797 members 
Entering Unmasked Estep 
Score: -6126567.500000 Penalty: 5573.637207
	Iteration 68Q: 3 clusters Score -6126568 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 71824 members 
Entering Unmasked Estep 
Score: -6126554.500000 Penalty: 5573.637207
	Iteration 69Q: 3 clusters Score -6126554 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 71842 members 
Entering Unmasked Estep 
Score: -6126555.500000 Penalty: 5573.637207
	Iteration 70Q: 3 clusters Score -6126556 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 71859 members 
Entering Unmasked Estep 
Score: -6126566.000000 Penalty: 5573.637207
	Iteration 71Q: 3 clusters Score -6126566 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 71869 members 
Entering Unmasked Estep 
Score: -6126566.000000 Penalty: 5573.637207
	Iteration 72Q: 3 clusters Score -6126566 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 71880 members 
Entering Unmasked Estep 
Score: -6126568.000000 Penalty: 5573.637207
	Iteration 73Q: 3 clusters Score -6126568 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 71893 members 
Entering Unmasked Estep 
Score: -6126562.000000 Penalty: 5573.637207
	Iteration 74Q: 3 clusters Score -6126562 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 71905 members 
Entering Unmasked Estep 
Score: -6126575.000000 Penalty: 5573.637207
	Iteration 75Q: 3 clusters Score -6126575 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 71915 members 
Entering Unmasked Estep 
Score: -6126578.500000 Penalty: 5573.637207
	Iteration 76Q: 3 clusters Score -6126578 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 71930 members 
Entering Unmasked Estep 
Score: -6126575.500000 Penalty: 5573.637207
	Iteration 77Q: 3 clusters Score -6126576 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 71942 members 
Entering Unmasked Estep 
Score: -6126579.000000 Penalty: 5573.637207
	Iteration 78Q: 3 clusters Score -6126579 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 71953 members 
Entering Unmasked Estep 
Score: -6126574.000000 Penalty: 5573.637207
	Iteration 79Q: 3 clusters Score -6126574 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 71960 members 
Entering Unmasked Estep 
Score: -6126582.500000 Penalty: 5573.637207
	Iteration 80F: 3 clusters Score -6126582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 71968 members 
Entering Unmasked Estep 
Score: -6126578.500000 Penalty: 5573.637207
	Iteration 81Q: 3 clusters Score -6126578 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 71978 members 
Entering Unmasked Estep 
Score: -6126575.500000 Penalty: 5573.637207
	Iteration 82Q: 3 clusters Score -6126576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 71983 members 
Entering Unmasked Estep 
Score: -6126578.000000 Penalty: 5573.637207
	Iteration 83Q: 3 clusters Score -6126578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 71987 members 
Entering Unmasked Estep 
Score: -6126575.000000 Penalty: 5573.637207
	Iteration 84Q: 3 clusters Score -6126575 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 71992 members 
Entering Unmasked Estep 
Score: -6126577.500000 Penalty: 5573.637207
	Iteration 85Q: 3 clusters Score -6126578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 71994 members 
Entering Unmasked Estep 
Score: -6126570.500000 Penalty: 5573.637207
	Iteration 86Q: 3 clusters Score -6126570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 71994 members 
Entering Unmasked Estep 
Score: -6126575.500000 Penalty: 5573.637207
	Iteration 87Q: 3 clusters Score -6126576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 71994 members 
Entering Unmasked Estep 
Score: -6126575.500000 Penalty: 5573.637207
	Iteration 88F: 3 clusters Score -6126576 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Entering Unmasked Estep 
Score: -660134.687500 Penalty: 2250.197021
	Iteration 0F: 2 clusters Score -660134.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -653353.125000 Penalty: 4500.394043
	Iteration 0F: 3 clusters Score -653353.1 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -655384.312500 Penalty: 4500.394043
	Iteration 1F: 3 clusters Score -655384.3 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -655798.875000 Penalty: 4500.394043
	Iteration 2F: 3 clusters Score -655798.9 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -656153.375000 Penalty: 4500.394043
	Iteration 3F: 3 clusters Score -656153.4 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -656509.812500 Penalty: 4500.394043
	Iteration 4F: 3 clusters Score -656509.8 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -656923.875000 Penalty: 4500.394043
	Iteration 5F: 3 clusters Score -656923.9 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -657422.062500 Penalty: 4500.394043
	Iteration 6F: 3 clusters Score -657422.1 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -657898.875000 Penalty: 4500.394043
	Iteration 7F: 3 clusters Score -657898.9 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -658472.250000 Penalty: 4500.394043
	Iteration 8F: 3 clusters Score -658472.2 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -658879.750000 Penalty: 4500.394043
	Iteration 9Q: 3 clusters Score -658879.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -659123.312500 Penalty: 4500.394043
	Iteration 10Q: 3 clusters Score -659123.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -659264.875000 Penalty: 4500.394043
	Iteration 11Q: 3 clusters Score -659264.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -659333.375000 Penalty: 4500.394043
	Iteration 12Q: 3 clusters Score -659333.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -659377.812500 Penalty: 4500.394043
	Iteration 13Q: 3 clusters Score -659377.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -659408.875000 Penalty: 4500.394043
	Iteration 14Q: 3 clusters Score -659408.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -659436.437500 Penalty: 4500.394043
	Iteration 15Q: 3 clusters Score -659436.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -659451.937500 Penalty: 4500.394043
	Iteration 16Q: 3 clusters Score -659451.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -659466.875000 Penalty: 4500.394043
	Iteration 17Q: 3 clusters Score -659466.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -659477.625000 Penalty: 4500.394043
	Iteration 18Q: 3 clusters Score -659477.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -659487.875000 Penalty: 4500.394043
	Iteration 19Q: 3 clusters Score -659487.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -659493.125000 Penalty: 4500.394043
	Iteration 20F: 3 clusters Score -659493.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -659499.125000 Penalty: 4500.394043
	Iteration 21Q: 3 clusters Score -659499.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -659504.937500 Penalty: 4500.394043
	Iteration 22Q: 3 clusters Score -659504.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -659509.125000 Penalty: 4500.394043
	Iteration 23Q: 3 clusters Score -659509.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -659512.375000 Penalty: 4500.394043
	Iteration 24Q: 3 clusters Score -659512.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -659515.187500 Penalty: 4500.394043
	Iteration 25Q: 3 clusters Score -659515.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -659517.437500 Penalty: 4500.394043
	Iteration 26Q: 3 clusters Score -659517.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -659518.125000 Penalty: 4500.394043
	Iteration 27Q: 3 clusters Score -659518.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -659517.812500 Penalty: 4500.394043
	Iteration 28Q: 3 clusters Score -659517.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -659518.312500 Penalty: 4500.394043
	Iteration 29Q: 3 clusters Score -659518.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -659519.312500 Penalty: 4500.394043
	Iteration 30Q: 3 clusters Score -659519.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -659519.750000 Penalty: 4500.394043
	Iteration 31Q: 3 clusters Score -659519.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -659518.687500 Penalty: 4500.394043
	Iteration 32Q: 3 clusters Score -659518.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -659520.375000 Penalty: 4500.394043
	Iteration 33Q: 3 clusters Score -659520.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -659519.187500 Penalty: 4500.394043
	Iteration 34Q: 3 clusters Score -659519.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -659521.437500 Penalty: 4500.394043
	Iteration 35Q: 3 clusters Score -659521.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -659521.250000 Penalty: 4500.394043
	Iteration 36Q: 3 clusters Score -659521.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -659522.250000 Penalty: 4500.394043
	Iteration 37Q: 3 clusters Score -659522.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -659522.250000 Penalty: 4500.394043
	Iteration 38F: 3 clusters Score -659522.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (21564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21564 members 
Entering Unmasked Estep 
Score: -1781643.750000 Penalty: 2474.737549
	Iteration 0F: 2 clusters Score -1781644 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -1766560.375000 Penalty: 4949.475098
	Iteration 0F: 3 clusters Score -1766560 nChanged 9518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -1771763.125000 Penalty: 4949.475098
	Iteration 1F: 3 clusters Score -1771763 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -1772195.500000 Penalty: 4949.475098
	Iteration 2F: 3 clusters Score -1772196 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -1772568.000000 Penalty: 4949.475098
	Iteration 3Q: 3 clusters Score -1772568 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -1772944.500000 Penalty: 4949.475098
	Iteration 4Q: 3 clusters Score -1772944 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1773381.250000 Penalty: 4949.475098
	Iteration 5Q: 3 clusters Score -1773381 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -1773907.500000 Penalty: 4949.475098
	Iteration 6Q: 3 clusters Score -1773908 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1774610.625000 Penalty: 4949.475098
	Iteration 7F: 3 clusters Score -1774611 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16372 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1775480.875000 Penalty: 4949.475098
	Iteration 8F: 3 clusters Score -1775481 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17609 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1776551.875000 Penalty: 4949.475098
	Iteration 9F: 3 clusters Score -1776552 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18709 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1777565.250000 Penalty: 4949.475098
	Iteration 10F: 3 clusters Score -1777565 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19458 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1778271.375000 Penalty: 4949.475098
	Iteration 11Q: 3 clusters Score -1778271 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19928 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1778717.750000 Penalty: 4949.475098
	Iteration 12Q: 3 clusters Score -1778718 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20208 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1778970.000000 Penalty: 4949.475098
	Iteration 13Q: 3 clusters Score -1778970 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20388 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1779127.375000 Penalty: 4949.475098
	Iteration 14Q: 3 clusters Score -1779127 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20503 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1779210.875000 Penalty: 4949.475098
	Iteration 15Q: 3 clusters Score -1779211 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20574 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1779269.625000 Penalty: 4949.475098
	Iteration 16Q: 3 clusters Score -1779270 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20640 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1779322.125000 Penalty: 4949.475098
	Iteration 17Q: 3 clusters Score -1779322 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20691 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1779352.250000 Penalty: 4949.475098
	Iteration 18Q: 3 clusters Score -1779352 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20734 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1779380.375000 Penalty: 4949.475098
	Iteration 19Q: 3 clusters Score -1779380 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20771 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1779408.750000 Penalty: 4949.475098
	Iteration 20F: 3 clusters Score -1779409 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20800 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1779435.125000 Penalty: 4949.475098
	Iteration 21Q: 3 clusters Score -1779435 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20828 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1779452.500000 Penalty: 4949.475098
	Iteration 22Q: 3 clusters Score -1779452 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20852 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1779466.750000 Penalty: 4949.475098
	Iteration 23Q: 3 clusters Score -1779467 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20866 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1779476.500000 Penalty: 4949.475098
	Iteration 24Q: 3 clusters Score -1779476 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20881 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1779486.375000 Penalty: 4949.475098
	Iteration 25Q: 3 clusters Score -1779486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20886 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1779490.750000 Penalty: 4949.475098
	Iteration 26Q: 3 clusters Score -1779491 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20890 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1779487.625000 Penalty: 4949.475098
	Iteration 27Q: 3 clusters Score -1779488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20890 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1779487.625000 Penalty: 4949.475098
	Iteration 28F: 3 clusters Score -1779488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (23608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23608 members 
Entering Unmasked Estep 
Score: -1670716.750000 Penalty: 2497.196533
	Iteration 0F: 2 clusters Score -1670717 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -1654273.875000 Penalty: 4994.393066
	Iteration 0F: 3 clusters Score -1654274 nChanged 10575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -1660283.375000 Penalty: 4994.393066
	Iteration 1F: 3 clusters Score -1660283 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -1661131.125000 Penalty: 4994.393066
	Iteration 2F: 3 clusters Score -1661131 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -1662070.125000 Penalty: 4994.393066
	Iteration 3F: 3 clusters Score -1662070 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -1663176.875000 Penalty: 4994.393066
	Iteration 4F: 3 clusters Score -1663177 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 17026 members 
Entering Unmasked Estep 
Score: -1664440.125000 Penalty: 4994.393066
	Iteration 5F: 3 clusters Score -1664440 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 18266 members 
Entering Unmasked Estep 
Score: -1665692.250000 Penalty: 4994.393066
	Iteration 6F: 3 clusters Score -1665692 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 19442 members 
Entering Unmasked Estep 
Score: -1666870.125000 Penalty: 4994.393066
	Iteration 7F: 3 clusters Score -1666870 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 20438 members 
Entering Unmasked Estep 
Score: -1667825.875000 Penalty: 4994.393066
	Iteration 8Q: 3 clusters Score -1667826 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 21103 members 
Entering Unmasked Estep 
Score: -1668435.000000 Penalty: 4994.393066
	Iteration 9Q: 3 clusters Score -1668435 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 21524 members 
Entering Unmasked Estep 
Score: -1668790.125000 Penalty: 4994.393066
	Iteration 10Q: 3 clusters Score -1668790 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 21776 members 
Entering Unmasked Estep 
Score: -1669000.500000 Penalty: 4994.393066
	Iteration 11Q: 3 clusters Score -1669000 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 21939 members 
Entering Unmasked Estep 
Score: -1669126.125000 Penalty: 4994.393066
	Iteration 12Q: 3 clusters Score -1669126 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 22048 members 
Entering Unmasked Estep 
Score: -1669192.875000 Penalty: 4994.393066
	Iteration 13Q: 3 clusters Score -1669193 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 22116 members 
Entering Unmasked Estep 
Score: -1669242.375000 Penalty: 4994.393066
	Iteration 14Q: 3 clusters Score -1669242 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 22169 members 
Entering Unmasked Estep 
Score: -1669263.000000 Penalty: 4994.393066
	Iteration 15Q: 3 clusters Score -1669263 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 22219 members 
Entering Unmasked Estep 
Score: -1669303.750000 Penalty: 4994.393066
	Iteration 16Q: 3 clusters Score -1669304 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 22257 members 
Entering Unmasked Estep 
Score: -1669319.625000 Penalty: 4994.393066
	Iteration 17Q: 3 clusters Score -1669320 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 22292 members 
Entering Unmasked Estep 
Score: -1669336.500000 Penalty: 4994.393066
	Iteration 18Q: 3 clusters Score -1669336 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 22320 members 
Entering Unmasked Estep 
Score: -1669351.125000 Penalty: 4994.393066
	Iteration 19Q: 3 clusters Score -1669351 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 22342 members 
Entering Unmasked Estep 
Score: -1669359.750000 Penalty: 4994.393066
	Iteration 20F: 3 clusters Score -1669360 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 22366 members 
Entering Unmasked Estep 
Score: -1669380.875000 Penalty: 4994.393066
	Iteration 21Q: 3 clusters Score -1669381 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 22391 members 
Entering Unmasked Estep 
Score: -1669403.875000 Penalty: 4994.393066
	Iteration 22Q: 3 clusters Score -1669404 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 22415 members 
Entering Unmasked Estep 
Score: -1669417.625000 Penalty: 4994.393066
	Iteration 23Q: 3 clusters Score -1669418 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 22426 members 
Entering Unmasked Estep 
Score: -1669423.000000 Penalty: 4994.393066
	Iteration 24Q: 3 clusters Score -1669423 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 22437 members 
Entering Unmasked Estep 
Score: -1669427.625000 Penalty: 4994.393066
	Iteration 25Q: 3 clusters Score -1669428 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 22453 members 
Entering Unmasked Estep 
Score: -1669438.750000 Penalty: 4994.393066
	Iteration 26Q: 3 clusters Score -1669439 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 22462 members 
Entering Unmasked Estep 
Score: -1669445.375000 Penalty: 4994.393066
	Iteration 27Q: 3 clusters Score -1669445 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 22464 members 
Entering Unmasked Estep 
Score: -1669447.750000 Penalty: 4994.393066
	Iteration 28Q: 3 clusters Score -1669448 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 22468 members 
Entering Unmasked Estep 
Score: -1669448.125000 Penalty: 4994.393066
	Iteration 29Q: 3 clusters Score -1669448 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 22476 members 
Entering Unmasked Estep 
Score: -1669446.625000 Penalty: 4994.393066
	Iteration 30Q: 3 clusters Score -1669447 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 22479 members 
Entering Unmasked Estep 
Score: -1669446.375000 Penalty: 4994.393066
	Iteration 31Q: 3 clusters Score -1669446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 22480 members 
Entering Unmasked Estep 
Score: -1669446.750000 Penalty: 4994.393066
	Iteration 32Q: 3 clusters Score -1669447 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 22480 members 
Entering Unmasked Estep 
Score: -1669446.750000 Penalty: 4994.393066
	Iteration 33F: 3 clusters Score -1669447 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Entering Unmasked Estep 
Score: -666501.937500 Penalty: 2242.014893
	Iteration 0F: 2 clusters Score -666501.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -659743.312500 Penalty: 4484.029785
	Iteration 0F: 3 clusters Score -659743.3 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -661598.625000 Penalty: 4484.029785
	Iteration 1F: 3 clusters Score -661598.6 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -661910.812500 Penalty: 4484.029785
	Iteration 2F: 3 clusters Score -661910.8 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -662181.500000 Penalty: 4484.029785
	Iteration 3F: 3 clusters Score -662181.5 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -662409.125000 Penalty: 4484.029785
	Iteration 4F: 3 clusters Score -662409.1 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -662612.375000 Penalty: 4484.029785
	Iteration 5Q: 3 clusters Score -662612.4 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -662796.375000 Penalty: 4484.029785
	Iteration 6Q: 3 clusters Score -662796.4 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -662960.312500 Penalty: 4484.029785
	Iteration 7Q: 3 clusters Score -662960.3 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -663107.250000 Penalty: 4484.029785
	Iteration 8Q: 3 clusters Score -663107.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -663250.562500 Penalty: 4484.029785
	Iteration 9Q: 3 clusters Score -663250.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -663351.437500 Penalty: 4484.029785
	Iteration 10Q: 3 clusters Score -663351.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -663428.812500 Penalty: 4484.029785
	Iteration 11Q: 3 clusters Score -663428.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -663504.812500 Penalty: 4484.029785
	Iteration 12Q: 3 clusters Score -663504.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -663583.312500 Penalty: 4484.029785
	Iteration 13Q: 3 clusters Score -663583.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -663655.437500 Penalty: 4484.029785
	Iteration 14Q: 3 clusters Score -663655.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -663730.187500 Penalty: 4484.029785
	Iteration 15Q: 3 clusters Score -663730.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -663802.062500 Penalty: 4484.029785
	Iteration 16Q: 3 clusters Score -663802.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -663883.625000 Penalty: 4484.029785
	Iteration 17Q: 3 clusters Score -663883.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -663957.625000 Penalty: 4484.029785
	Iteration 18Q: 3 clusters Score -663957.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -664021.312500 Penalty: 4484.029785
	Iteration 19Q: 3 clusters Score -664021.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -664086.125000 Penalty: 4484.029785
	Iteration 20F: 3 clusters Score -664086.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -664155.687500 Penalty: 4484.029785
	Iteration 21Q: 3 clusters Score -664155.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -664220.500000 Penalty: 4484.029785
	Iteration 22Q: 3 clusters Score -664220.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -664275.312500 Penalty: 4484.029785
	Iteration 23Q: 3 clusters Score -664275.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -664322.250000 Penalty: 4484.029785
	Iteration 24Q: 3 clusters Score -664322.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -664374.937500 Penalty: 4484.029785
	Iteration 25Q: 3 clusters Score -664374.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -664417.312500 Penalty: 4484.029785
	Iteration 26Q: 3 clusters Score -664417.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -664454.250000 Penalty: 4484.029785
	Iteration 27Q: 3 clusters Score -664454.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -664487.500000 Penalty: 4484.029785
	Iteration 28Q: 3 clusters Score -664487.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -664523.187500 Penalty: 4484.029785
	Iteration 29Q: 3 clusters Score -664523.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -664550.875000 Penalty: 4484.029785
	Iteration 30Q: 3 clusters Score -664550.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -664572.062500 Penalty: 4484.029785
	Iteration 31Q: 3 clusters Score -664572.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -664578.937500 Penalty: 4484.029785
	Iteration 32Q: 3 clusters Score -664578.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -664586.125000 Penalty: 4484.029785
	Iteration 33Q: 3 clusters Score -664586.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -664594.812500 Penalty: 4484.029785
	Iteration 34Q: 3 clusters Score -664594.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -664602.750000 Penalty: 4484.029785
	Iteration 35Q: 3 clusters Score -664602.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -664610.500000 Penalty: 4484.029785
	Iteration 36Q: 3 clusters Score -664610.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -664615.125000 Penalty: 4484.029785
	Iteration 37Q: 3 clusters Score -664615.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -664617.875000 Penalty: 4484.029785
	Iteration 38Q: 3 clusters Score -664617.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -664618.375000 Penalty: 4484.029785
	Iteration 39Q: 3 clusters Score -664618.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -664620.437500 Penalty: 4484.029785
	Iteration 40F: 3 clusters Score -664620.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -664627.375000 Penalty: 4484.029785
	Iteration 41Q: 3 clusters Score -664627.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -664629.312500 Penalty: 4484.029785
	Iteration 42Q: 3 clusters Score -664629.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -664632.812500 Penalty: 4484.029785
	Iteration 43Q: 3 clusters Score -664632.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -664633.750000 Penalty: 4484.029785
	Iteration 44Q: 3 clusters Score -664633.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -664637.937500 Penalty: 4484.029785
	Iteration 45Q: 3 clusters Score -664637.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -664640.937500 Penalty: 4484.029785
	Iteration 46Q: 3 clusters Score -664640.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -664644.437500 Penalty: 4484.029785
	Iteration 47Q: 3 clusters Score -664644.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -664648.437500 Penalty: 4484.029785
	Iteration 48Q: 3 clusters Score -664648.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -664648.062500 Penalty: 4484.029785
	Iteration 49Q: 3 clusters Score -664648.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -664652.562500 Penalty: 4484.029785
	Iteration 50Q: 3 clusters Score -664652.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -664653.500000 Penalty: 4484.029785
	Iteration 51Q: 3 clusters Score -664653.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -664654.687500 Penalty: 4484.029785
	Iteration 52Q: 3 clusters Score -664654.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -664655.500000 Penalty: 4484.029785
	Iteration 53Q: 3 clusters Score -664655.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -664655.500000 Penalty: 4484.029785
	Iteration 54F: 3 clusters Score -664655.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Entering Unmasked Estep 
Score: -148994.734375 Penalty: 1913.461182
	Iteration 0F: 2 clusters Score -148994.7 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 1117 members 
Entering Unmasked Estep 
Score: -146259.546875 Penalty: 3826.922363
	Iteration 0F: 3 clusters Score -146259.5 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -146856.140625 Penalty: 3826.922363
	Iteration 1F: 3 clusters Score -146856.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -147082.484375 Penalty: 3826.922363
	Iteration 2F: 3 clusters Score -147082.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -147228.625000 Penalty: 3826.922363
	Iteration 3F: 3 clusters Score -147228.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -147304.640625 Penalty: 3826.922363
	Iteration 4Q: 3 clusters Score -147304.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -147351.046875 Penalty: 3826.922363
	Iteration 5Q: 3 clusters Score -147351 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -147385.437500 Penalty: 3826.922363
	Iteration 6Q: 3 clusters Score -147385.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -147409.421875 Penalty: 3826.922363
	Iteration 7Q: 3 clusters Score -147409.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -147430.515625 Penalty: 3826.922363
	Iteration 8Q: 3 clusters Score -147430.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -147449.734375 Penalty: 3826.922363
	Iteration 9Q: 3 clusters Score -147449.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -147463.546875 Penalty: 3826.922363
	Iteration 10Q: 3 clusters Score -147463.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -147473.890625 Penalty: 3826.922363
	Iteration 11Q: 3 clusters Score -147473.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -147482.234375 Penalty: 3826.922363
	Iteration 12Q: 3 clusters Score -147482.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -147488.296875 Penalty: 3826.922363
	Iteration 13Q: 3 clusters Score -147488.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -147491.046875 Penalty: 3826.922363
	Iteration 14Q: 3 clusters Score -147491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -147492.468750 Penalty: 3826.922363
	Iteration 15Q: 3 clusters Score -147492.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -147493.000000 Penalty: 3826.922363
	Iteration 16Q: 3 clusters Score -147493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -147494.765625 Penalty: 3826.922363
	Iteration 17Q: 3 clusters Score -147494.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -147499.250000 Penalty: 3826.922363
	Iteration 18Q: 3 clusters Score -147499.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -147503.375000 Penalty: 3826.922363
	Iteration 19Q: 3 clusters Score -147503.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -147508.343750 Penalty: 3826.922363
	Iteration 20F: 3 clusters Score -147508.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -147513.000000 Penalty: 3826.922363
	Iteration 21Q: 3 clusters Score -147513 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -147516.343750 Penalty: 3826.922363
	Iteration 22Q: 3 clusters Score -147516.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -147520.640625 Penalty: 3826.922363
	Iteration 23Q: 3 clusters Score -147520.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -147524.625000 Penalty: 3826.922363
	Iteration 24Q: 3 clusters Score -147524.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -147530.859375 Penalty: 3826.922363
	Iteration 25Q: 3 clusters Score -147530.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -147542.531250 Penalty: 3826.922363
	Iteration 26Q: 3 clusters Score -147542.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -147553.468750 Penalty: 3826.922363
	Iteration 27Q: 3 clusters Score -147553.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -147572.843750 Penalty: 3826.922363
	Iteration 28Q: 3 clusters Score -147572.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -147594.625000 Penalty: 3826.922363
	Iteration 29Q: 3 clusters Score -147594.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -147611.312500 Penalty: 3826.922363
	Iteration 30Q: 3 clusters Score -147611.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -147621.968750 Penalty: 3826.922363
	Iteration 31Q: 3 clusters Score -147622 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -147632.515625 Penalty: 3826.922363
	Iteration 32Q: 3 clusters Score -147632.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -147642.921875 Penalty: 3826.922363
	Iteration 33Q: 3 clusters Score -147642.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -147649.812500 Penalty: 3826.922363
	Iteration 34Q: 3 clusters Score -147649.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -147655.593750 Penalty: 3826.922363
	Iteration 35Q: 3 clusters Score -147655.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -147659.750000 Penalty: 3826.922363
	Iteration 36Q: 3 clusters Score -147659.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -147668.828125 Penalty: 3826.922363
	Iteration 37Q: 3 clusters Score -147668.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -147676.171875 Penalty: 3826.922363
	Iteration 38Q: 3 clusters Score -147676.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -147681.625000 Penalty: 3826.922363
	Iteration 39Q: 3 clusters Score -147681.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -147684.171875 Penalty: 3826.922363
	Iteration 40F: 3 clusters Score -147684.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -147685.703125 Penalty: 3826.922363
	Iteration 41Q: 3 clusters Score -147685.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -147688.968750 Penalty: 3826.922363
	Iteration 42Q: 3 clusters Score -147689 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -147693.328125 Penalty: 3826.922363
	Iteration 43Q: 3 clusters Score -147693.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -147696.953125 Penalty: 3826.922363
	Iteration 44Q: 3 clusters Score -147697 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -147699.265625 Penalty: 3826.922363
	Iteration 45Q: 3 clusters Score -147699.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -147701.390625 Penalty: 3826.922363
	Iteration 46Q: 3 clusters Score -147701.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -147707.109375 Penalty: 3826.922363
	Iteration 47Q: 3 clusters Score -147707.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -147718.187500 Penalty: 3826.922363
	Iteration 48Q: 3 clusters Score -147718.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -147743.937500 Penalty: 3826.922363
	Iteration 49Q: 3 clusters Score -147743.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -147778.671875 Penalty: 3826.922363
	Iteration 50Q: 3 clusters Score -147778.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -147802.437500 Penalty: 3826.922363
	Iteration 51Q: 3 clusters Score -147802.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -147823.546875 Penalty: 3826.922363
	Iteration 52Q: 3 clusters Score -147823.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -147837.140625 Penalty: 3826.922363
	Iteration 53Q: 3 clusters Score -147837.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -147845.062500 Penalty: 3826.922363
	Iteration 54Q: 3 clusters Score -147845.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -147850.656250 Penalty: 3826.922363
	Iteration 55Q: 3 clusters Score -147850.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -147856.500000 Penalty: 3826.922363
	Iteration 56Q: 3 clusters Score -147856.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -147859.515625 Penalty: 3826.922363
	Iteration 57Q: 3 clusters Score -147859.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -147862.156250 Penalty: 3826.922363
	Iteration 58Q: 3 clusters Score -147862.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -147862.921875 Penalty: 3826.922363
	Iteration 59Q: 3 clusters Score -147862.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -147862.921875 Penalty: 3826.922363
	Iteration 60F: 3 clusters Score -147862.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (61191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61191 members 
Entering Unmasked Estep 
Score: -4971174.000000 Penalty: 2733.395264
	Iteration 0F: 2 clusters Score -4971174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30654 members 
Mstep: Class 2 contains 30537 members 
Entering Unmasked Estep 
Score: -4930169.000000 Penalty: 5466.790527
	Iteration 0F: 3 clusters Score -4930169 nChanged 28491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32081 members 
Mstep: Class 2 contains 29110 members 
Entering Unmasked Estep 
Score: -4946486.500000 Penalty: 5466.790527
	Iteration 1F: 3 clusters Score -4946486 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33178 members 
Mstep: Class 2 contains 28013 members 
Entering Unmasked Estep 
Score: -4947600.000000 Penalty: 5466.790527
	Iteration 2Q: 3 clusters Score -4947600 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34872 members 
Mstep: Class 2 contains 26319 members 
Entering Unmasked Estep 
Score: -4949207.000000 Penalty: 5466.790527
	Iteration 3F: 3 clusters Score -4949207 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37220 members 
Mstep: Class 2 contains 23971 members 
Entering Unmasked Estep 
Score: -4951466.000000 Penalty: 5466.790527
	Iteration 4F: 3 clusters Score -4951466 nChanged 4361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40085 members 
Mstep: Class 2 contains 21106 members 
Entering Unmasked Estep 
Score: -4954406.500000 Penalty: 5466.790527
	Iteration 5F: 3 clusters Score -4954406 nChanged 4426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43249 members 
Mstep: Class 2 contains 17942 members 
Entering Unmasked Estep 
Score: -4957642.000000 Penalty: 5466.790527
	Iteration 6F: 3 clusters Score -4957642 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46331 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -4960600.500000 Penalty: 5466.790527
	Iteration 7F: 3 clusters Score -4960600 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48926 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -4963007.000000 Penalty: 5466.790527
	Iteration 8F: 3 clusters Score -4963007 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51011 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -4964874.000000 Penalty: 5466.790527
	Iteration 9Q: 3 clusters Score -4964874 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52537 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -4966255.000000 Penalty: 5466.790527
	Iteration 10Q: 3 clusters Score -4966255 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53582 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -4967126.000000 Penalty: 5466.790527
	Iteration 11Q: 3 clusters Score -4967126 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54301 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -4967627.000000 Penalty: 5466.790527
	Iteration 12Q: 3 clusters Score -4967627 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54813 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -4967893.000000 Penalty: 5466.790527
	Iteration 13Q: 3 clusters Score -4967893 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55261 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -4968085.500000 Penalty: 5466.790527
	Iteration 14Q: 3 clusters Score -4968086 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55647 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -4968216.500000 Penalty: 5466.790527
	Iteration 15Q: 3 clusters Score -4968216 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55989 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -4968324.500000 Penalty: 5466.790527
	Iteration 16Q: 3 clusters Score -4968324 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56316 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -4968410.000000 Penalty: 5466.790527
	Iteration 17Q: 3 clusters Score -4968410 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56613 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -4968517.500000 Penalty: 5466.790527
	Iteration 18Q: 3 clusters Score -4968518 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56893 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -4968602.500000 Penalty: 5466.790527
	Iteration 19Q: 3 clusters Score -4968602 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57156 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -4968677.000000 Penalty: 5466.790527
	Iteration 20F: 3 clusters Score -4968677 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57401 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -4968744.500000 Penalty: 5466.790527
	Iteration 21Q: 3 clusters Score -4968744 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57624 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -4968788.000000 Penalty: 5466.790527
	Iteration 22Q: 3 clusters Score -4968788 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57834 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -4968869.500000 Penalty: 5466.790527
	Iteration 23Q: 3 clusters Score -4968870 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57989 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -4968895.000000 Penalty: 5466.790527
	Iteration 24Q: 3 clusters Score -4968895 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58110 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -4968928.500000 Penalty: 5466.790527
	Iteration 25Q: 3 clusters Score -4968928 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58225 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -4968943.000000 Penalty: 5466.790527
	Iteration 26Q: 3 clusters Score -4968943 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58315 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -4968970.000000 Penalty: 5466.790527
	Iteration 27Q: 3 clusters Score -4968970 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58398 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -4968991.000000 Penalty: 5466.790527
	Iteration 28Q: 3 clusters Score -4968991 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58471 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -4969008.000000 Penalty: 5466.790527
	Iteration 29Q: 3 clusters Score -4969008 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58540 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -4969020.500000 Penalty: 5466.790527
	Iteration 30Q: 3 clusters Score -4969020 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58601 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -4969034.000000 Penalty: 5466.790527
	Iteration 31Q: 3 clusters Score -4969034 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58647 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -4969051.000000 Penalty: 5466.790527
	Iteration 32Q: 3 clusters Score -4969051 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58692 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -4969047.500000 Penalty: 5466.790527
	Iteration 33Q: 3 clusters Score -4969048 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58737 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -4969060.000000 Penalty: 5466.790527
	Iteration 34Q: 3 clusters Score -4969060 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58778 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -4969074.000000 Penalty: 5466.790527
	Iteration 35Q: 3 clusters Score -4969074 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58814 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -4969074.500000 Penalty: 5466.790527
	Iteration 36Q: 3 clusters Score -4969074 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58849 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -4969085.000000 Penalty: 5466.790527
	Iteration 37Q: 3 clusters Score -4969085 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58894 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -4969084.500000 Penalty: 5466.790527
	Iteration 38Q: 3 clusters Score -4969084 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58938 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -4969095.000000 Penalty: 5466.790527
	Iteration 39Q: 3 clusters Score -4969095 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58991 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -4969125.000000 Penalty: 5466.790527
	Iteration 40F: 3 clusters Score -4969125 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59049 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -4969123.000000 Penalty: 5466.790527
	Iteration 41Q: 3 clusters Score -4969123 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59094 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -4969135.500000 Penalty: 5466.790527
	Iteration 42Q: 3 clusters Score -4969136 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59133 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -4969161.000000 Penalty: 5466.790527
	Iteration 43Q: 3 clusters Score -4969161 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59168 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -4969168.500000 Penalty: 5466.790527
	Iteration 44Q: 3 clusters Score -4969168 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59197 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -4969178.000000 Penalty: 5466.790527
	Iteration 45Q: 3 clusters Score -4969178 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59224 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -4969182.500000 Penalty: 5466.790527
	Iteration 46Q: 3 clusters Score -4969182 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59254 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -4969188.000000 Penalty: 5466.790527
	Iteration 47Q: 3 clusters Score -4969188 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59273 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -4969196.500000 Penalty: 5466.790527
	Iteration 48Q: 3 clusters Score -4969196 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59284 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -4969201.500000 Penalty: 5466.790527
	Iteration 49Q: 3 clusters Score -4969202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59293 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -4969204.500000 Penalty: 5466.790527
	Iteration 50Q: 3 clusters Score -4969204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59298 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -4969205.000000 Penalty: 5466.790527
	Iteration 51Q: 3 clusters Score -4969205 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59305 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -4969214.000000 Penalty: 5466.790527
	Iteration 52Q: 3 clusters Score -4969214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59312 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -4969209.500000 Penalty: 5466.790527
	Iteration 53Q: 3 clusters Score -4969210 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59320 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -4969211.000000 Penalty: 5466.790527
	Iteration 54Q: 3 clusters Score -4969211 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59333 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -4969213.000000 Penalty: 5466.790527
	Iteration 55Q: 3 clusters Score -4969213 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59344 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -4969223.500000 Penalty: 5466.790527
	Iteration 56Q: 3 clusters Score -4969224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59350 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -4969221.000000 Penalty: 5466.790527
	Iteration 57Q: 3 clusters Score -4969221 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59356 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -4969227.000000 Penalty: 5466.790527
	Iteration 58Q: 3 clusters Score -4969227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59359 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -4969227.500000 Penalty: 5466.790527
	Iteration 59Q: 3 clusters Score -4969228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59360 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -4969228.500000 Penalty: 5466.790527
	Iteration 60F: 3 clusters Score -4969228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59362 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -4969230.000000 Penalty: 5466.790527
	Iteration 61Q: 3 clusters Score -4969230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59364 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -4969229.500000 Penalty: 5466.790527
	Iteration 62Q: 3 clusters Score -4969230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59365 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -4969233.500000 Penalty: 5466.790527
	Iteration 63Q: 3 clusters Score -4969234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59365 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -4969233.500000 Penalty: 5466.790527
	Iteration 64F: 3 clusters Score -4969234 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (15502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Entering Unmasked Estep 
Score: -1234643.500000 Penalty: 2392.883789
	Iteration 0F: 2 clusters Score -1234644 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -1223432.125000 Penalty: 4785.767578
	Iteration 0F: 3 clusters Score -1223432 nChanged 6731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1227103.625000 Penalty: 4785.767578
	Iteration 1F: 3 clusters Score -1227104 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1227596.125000 Penalty: 4785.767578
	Iteration 2F: 3 clusters Score -1227596 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1227998.250000 Penalty: 4785.767578
	Iteration 3F: 3 clusters Score -1227998 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -1228413.375000 Penalty: 4785.767578
	Iteration 4Q: 3 clusters Score -1228413 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -1228812.125000 Penalty: 4785.767578
	Iteration 5Q: 3 clusters Score -1228812 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -1229167.875000 Penalty: 4785.767578
	Iteration 6Q: 3 clusters Score -1229168 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -1229537.125000 Penalty: 4785.767578
	Iteration 7Q: 3 clusters Score -1229537 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -1229928.625000 Penalty: 4785.767578
	Iteration 8Q: 3 clusters Score -1229929 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -1230333.125000 Penalty: 4785.767578
	Iteration 9Q: 3 clusters Score -1230333 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -1230733.750000 Penalty: 4785.767578
	Iteration 10Q: 3 clusters Score -1230734 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -1231090.750000 Penalty: 4785.767578
	Iteration 11Q: 3 clusters Score -1231091 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -1231356.625000 Penalty: 4785.767578
	Iteration 12Q: 3 clusters Score -1231357 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -1231564.750000 Penalty: 4785.767578
	Iteration 13Q: 3 clusters Score -1231565 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -1231732.375000 Penalty: 4785.767578
	Iteration 14Q: 3 clusters Score -1231732 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -1231857.750000 Penalty: 4785.767578
	Iteration 15Q: 3 clusters Score -1231858 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -1231991.750000 Penalty: 4785.767578
	Iteration 16Q: 3 clusters Score -1231992 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -1232156.000000 Penalty: 4785.767578
	Iteration 17Q: 3 clusters Score -1232156 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -1232367.750000 Penalty: 4785.767578
	Iteration 18Q: 3 clusters Score -1232368 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -1232546.000000 Penalty: 4785.767578
	Iteration 19Q: 3 clusters Score -1232546 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -1232669.125000 Penalty: 4785.767578
	Iteration 20F: 3 clusters Score -1232669 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -1232767.000000 Penalty: 4785.767578
	Iteration 21Q: 3 clusters Score -1232767 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -1232829.125000 Penalty: 4785.767578
	Iteration 22Q: 3 clusters Score -1232829 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -1232872.500000 Penalty: 4785.767578
	Iteration 23Q: 3 clusters Score -1232872 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -1232897.250000 Penalty: 4785.767578
	Iteration 24Q: 3 clusters Score -1232897 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -1232910.375000 Penalty: 4785.767578
	Iteration 25Q: 3 clusters Score -1232910 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -1232923.875000 Penalty: 4785.767578
	Iteration 26Q: 3 clusters Score -1232924 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -1232927.125000 Penalty: 4785.767578
	Iteration 27Q: 3 clusters Score -1232927 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -1232927.750000 Penalty: 4785.767578
	Iteration 28Q: 3 clusters Score -1232928 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -1232929.375000 Penalty: 4785.767578
	Iteration 29Q: 3 clusters Score -1232929 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -1232933.125000 Penalty: 4785.767578
	Iteration 30Q: 3 clusters Score -1232933 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -1232936.625000 Penalty: 4785.767578
	Iteration 31Q: 3 clusters Score -1232937 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -1232942.000000 Penalty: 4785.767578
	Iteration 32Q: 3 clusters Score -1232942 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -1232939.375000 Penalty: 4785.767578
	Iteration 33Q: 3 clusters Score -1232939 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -1232942.500000 Penalty: 4785.767578
	Iteration 34Q: 3 clusters Score -1232942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -1232940.750000 Penalty: 4785.767578
	Iteration 35Q: 3 clusters Score -1232941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -1232943.375000 Penalty: 4785.767578
	Iteration 36Q: 3 clusters Score -1232943 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -1232941.250000 Penalty: 4785.767578
	Iteration 37Q: 3 clusters Score -1232941 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -1232943.500000 Penalty: 4785.767578
	Iteration 38Q: 3 clusters Score -1232944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -1232949.125000 Penalty: 4785.767578
	Iteration 39Q: 3 clusters Score -1232949 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -1232945.125000 Penalty: 4785.767578
	Iteration 40F: 3 clusters Score -1232945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -1232946.500000 Penalty: 4785.767578
	Iteration 41Q: 3 clusters Score -1232946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -1232945.625000 Penalty: 4785.767578
	Iteration 42Q: 3 clusters Score -1232946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -1232945.625000 Penalty: 4785.767578
	Iteration 43F: 3 clusters Score -1232946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Entering Unmasked Estep 
Score: -360644.968750 Penalty: 2101.415771
	Iteration 0F: 2 clusters Score -360645 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -356307.906250 Penalty: 4202.831543
	Iteration 0F: 3 clusters Score -356307.9 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -357374.437500 Penalty: 4202.831543
	Iteration 1F: 3 clusters Score -357374.4 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -357641.437500 Penalty: 4202.831543
	Iteration 2F: 3 clusters Score -357641.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -357821.281250 Penalty: 4202.831543
	Iteration 3F: 3 clusters Score -357821.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -357953.343750 Penalty: 4202.831543
	Iteration 4Q: 3 clusters Score -357953.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -358046.375000 Penalty: 4202.831543
	Iteration 5Q: 3 clusters Score -358046.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -358127.031250 Penalty: 4202.831543
	Iteration 6Q: 3 clusters Score -358127 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -358207.000000 Penalty: 4202.831543
	Iteration 7Q: 3 clusters Score -358207 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -358288.718750 Penalty: 4202.831543
	Iteration 8Q: 3 clusters Score -358288.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -358389.156250 Penalty: 4202.831543
	Iteration 9Q: 3 clusters Score -358389.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -358502.781250 Penalty: 4202.831543
	Iteration 10Q: 3 clusters Score -358502.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -358611.281250 Penalty: 4202.831543
	Iteration 11Q: 3 clusters Score -358611.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -358695.312500 Penalty: 4202.831543
	Iteration 12Q: 3 clusters Score -358695.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -358751.718750 Penalty: 4202.831543
	Iteration 13Q: 3 clusters Score -358751.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -358786.718750 Penalty: 4202.831543
	Iteration 14Q: 3 clusters Score -358786.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -358811.406250 Penalty: 4202.831543
	Iteration 15Q: 3 clusters Score -358811.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -358831.531250 Penalty: 4202.831543
	Iteration 16Q: 3 clusters Score -358831.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -358846.906250 Penalty: 4202.831543
	Iteration 17Q: 3 clusters Score -358846.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -358858.687500 Penalty: 4202.831543
	Iteration 18Q: 3 clusters Score -358858.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -358867.093750 Penalty: 4202.831543
	Iteration 19Q: 3 clusters Score -358867.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -358873.500000 Penalty: 4202.831543
	Iteration 20F: 3 clusters Score -358873.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -358878.343750 Penalty: 4202.831543
	Iteration 21Q: 3 clusters Score -358878.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -358882.656250 Penalty: 4202.831543
	Iteration 22Q: 3 clusters Score -358882.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -358886.875000 Penalty: 4202.831543
	Iteration 23Q: 3 clusters Score -358886.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -358894.250000 Penalty: 4202.831543
	Iteration 24Q: 3 clusters Score -358894.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -358901.187500 Penalty: 4202.831543
	Iteration 25Q: 3 clusters Score -358901.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -358905.718750 Penalty: 4202.831543
	Iteration 26Q: 3 clusters Score -358905.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -358910.281250 Penalty: 4202.831543
	Iteration 27Q: 3 clusters Score -358910.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -358914.593750 Penalty: 4202.831543
	Iteration 28Q: 3 clusters Score -358914.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -358916.312500 Penalty: 4202.831543
	Iteration 29Q: 3 clusters Score -358916.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -358919.968750 Penalty: 4202.831543
	Iteration 30Q: 3 clusters Score -358920 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -358922.968750 Penalty: 4202.831543
	Iteration 31Q: 3 clusters Score -358923 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -358926.468750 Penalty: 4202.831543
	Iteration 32Q: 3 clusters Score -358926.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -358929.875000 Penalty: 4202.831543
	Iteration 33Q: 3 clusters Score -358929.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -358933.250000 Penalty: 4202.831543
	Iteration 34Q: 3 clusters Score -358933.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -358936.937500 Penalty: 4202.831543
	Iteration 35Q: 3 clusters Score -358936.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -358943.312500 Penalty: 4202.831543
	Iteration 36Q: 3 clusters Score -358943.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -358948.250000 Penalty: 4202.831543
	Iteration 37Q: 3 clusters Score -358948.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -358951.781250 Penalty: 4202.831543
	Iteration 38Q: 3 clusters Score -358951.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -358956.468750 Penalty: 4202.831543
	Iteration 39Q: 3 clusters Score -358956.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -358961.968750 Penalty: 4202.831543
	Iteration 40F: 3 clusters Score -358962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -358964.750000 Penalty: 4202.831543
	Iteration 41Q: 3 clusters Score -358964.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -358969.468750 Penalty: 4202.831543
	Iteration 42Q: 3 clusters Score -358969.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -358973.406250 Penalty: 4202.831543
	Iteration 43Q: 3 clusters Score -358973.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -358978.906250 Penalty: 4202.831543
	Iteration 44Q: 3 clusters Score -358978.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -358984.375000 Penalty: 4202.831543
	Iteration 45Q: 3 clusters Score -358984.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -358990.375000 Penalty: 4202.831543
	Iteration 46Q: 3 clusters Score -358990.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -358997.750000 Penalty: 4202.831543
	Iteration 47Q: 3 clusters Score -358997.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -359001.093750 Penalty: 4202.831543
	Iteration 48Q: 3 clusters Score -359001.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -359006.750000 Penalty: 4202.831543
	Iteration 49Q: 3 clusters Score -359006.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -359013.468750 Penalty: 4202.831543
	Iteration 50Q: 3 clusters Score -359013.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -359015.656250 Penalty: 4202.831543
	Iteration 51Q: 3 clusters Score -359015.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -359016.625000 Penalty: 4202.831543
	Iteration 52Q: 3 clusters Score -359016.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -359018.968750 Penalty: 4202.831543
	Iteration 53Q: 3 clusters Score -359019 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -359020.562500 Penalty: 4202.831543
	Iteration 54Q: 3 clusters Score -359020.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -359022.031250 Penalty: 4202.831543
	Iteration 55Q: 3 clusters Score -359022 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -359025.593750 Penalty: 4202.831543
	Iteration 56Q: 3 clusters Score -359025.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -359025.906250 Penalty: 4202.831543
	Iteration 57Q: 3 clusters Score -359025.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -359027.593750 Penalty: 4202.831543
	Iteration 58Q: 3 clusters Score -359027.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -359028.000000 Penalty: 4202.831543
	Iteration 59Q: 3 clusters Score -359028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -359028.406250 Penalty: 4202.831543
	Iteration 60F: 3 clusters Score -359028.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -359028.812500 Penalty: 4202.831543
	Iteration 61Q: 3 clusters Score -359028.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -359029.906250 Penalty: 4202.831543
	Iteration 62Q: 3 clusters Score -359029.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -359030.218750 Penalty: 4202.831543
	Iteration 63Q: 3 clusters Score -359030.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -359030.218750 Penalty: 4202.831543
	Iteration 64F: 3 clusters Score -359030.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (61613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61613 members 
Entering Unmasked Estep 
Score: -4742814.000000 Penalty: 2735.099854
	Iteration 0F: 2 clusters Score -4742814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30774 members 
Mstep: Class 2 contains 30839 members 
Entering Unmasked Estep 
Score: -4701442.500000 Penalty: 5470.199707
	Iteration 0F: 3 clusters Score -4701442 nChanged 28527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30873 members 
Mstep: Class 2 contains 30740 members 
Entering Unmasked Estep 
Score: -4718123.500000 Penalty: 5470.199707
	Iteration 1F: 3 clusters Score -4718124 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30905 members 
Mstep: Class 2 contains 30708 members 
Entering Unmasked Estep 
Score: -4719562.000000 Penalty: 5470.199707
	Iteration 2Q: 3 clusters Score -4719562 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31135 members 
Mstep: Class 2 contains 30478 members 
Entering Unmasked Estep 
Score: -4721417.500000 Penalty: 5470.199707
	Iteration 3F: 3 clusters Score -4721418 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31649 members 
Mstep: Class 2 contains 29964 members 
Entering Unmasked Estep 
Score: -4723736.500000 Penalty: 5470.199707
	Iteration 4F: 3 clusters Score -4723736 nChanged 4019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32540 members 
Mstep: Class 2 contains 29073 members 
Entering Unmasked Estep 
Score: -4726346.500000 Penalty: 5470.199707
	Iteration 5F: 3 clusters Score -4726346 nChanged 4135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33771 members 
Mstep: Class 2 contains 27842 members 
Entering Unmasked Estep 
Score: -4729040.000000 Penalty: 5470.199707
	Iteration 6F: 3 clusters Score -4729040 nChanged 3856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35223 members 
Mstep: Class 2 contains 26390 members 
Entering Unmasked Estep 
Score: -4731401.000000 Penalty: 5470.199707
	Iteration 7F: 3 clusters Score -4731401 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36727 members 
Mstep: Class 2 contains 24886 members 
Entering Unmasked Estep 
Score: -4733462.000000 Penalty: 5470.199707
	Iteration 8F: 3 clusters Score -4733462 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38125 members 
Mstep: Class 2 contains 23488 members 
Entering Unmasked Estep 
Score: -4735225.500000 Penalty: 5470.199707
	Iteration 9Q: 3 clusters Score -4735226 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39399 members 
Mstep: Class 2 contains 22214 members 
Entering Unmasked Estep 
Score: -4736393.500000 Penalty: 5470.199707
	Iteration 10Q: 3 clusters Score -4736394 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40502 members 
Mstep: Class 2 contains 21111 members 
Entering Unmasked Estep 
Score: -4737109.500000 Penalty: 5470.199707
	Iteration 11Q: 3 clusters Score -4737110 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41505 members 
Mstep: Class 2 contains 20108 members 
Entering Unmasked Estep 
Score: -4737571.000000 Penalty: 5470.199707
	Iteration 12Q: 3 clusters Score -4737571 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42432 members 
Mstep: Class 2 contains 19181 members 
Entering Unmasked Estep 
Score: -4737906.000000 Penalty: 5470.199707
	Iteration 13Q: 3 clusters Score -4737906 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43270 members 
Mstep: Class 2 contains 18343 members 
Entering Unmasked Estep 
Score: -4738207.500000 Penalty: 5470.199707
	Iteration 14Q: 3 clusters Score -4738208 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44011 members 
Mstep: Class 2 contains 17602 members 
Entering Unmasked Estep 
Score: -4738433.500000 Penalty: 5470.199707
	Iteration 15Q: 3 clusters Score -4738434 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44748 members 
Mstep: Class 2 contains 16865 members 
Entering Unmasked Estep 
Score: -4738677.000000 Penalty: 5470.199707
	Iteration 16Q: 3 clusters Score -4738677 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45435 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
Score: -4738897.000000 Penalty: 5470.199707
	Iteration 17Q: 3 clusters Score -4738897 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46099 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -4739120.000000 Penalty: 5470.199707
	Iteration 18Q: 3 clusters Score -4739120 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46760 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -4739306.000000 Penalty: 5470.199707
	Iteration 19Q: 3 clusters Score -4739306 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47380 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -4739505.500000 Penalty: 5470.199707
	Iteration 20F: 3 clusters Score -4739506 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47938 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -4739685.000000 Penalty: 5470.199707
	Iteration 21Q: 3 clusters Score -4739685 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48440 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -4739843.000000 Penalty: 5470.199707
	Iteration 22Q: 3 clusters Score -4739843 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48914 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -4739952.500000 Penalty: 5470.199707
	Iteration 23Q: 3 clusters Score -4739952 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49365 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -4740102.500000 Penalty: 5470.199707
	Iteration 24Q: 3 clusters Score -4740102 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49823 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -4740245.500000 Penalty: 5470.199707
	Iteration 25Q: 3 clusters Score -4740246 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50265 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -4740369.000000 Penalty: 5470.199707
	Iteration 26Q: 3 clusters Score -4740369 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50700 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -4740521.000000 Penalty: 5470.199707
	Iteration 27Q: 3 clusters Score -4740521 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51092 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -4740628.500000 Penalty: 5470.199707
	Iteration 28Q: 3 clusters Score -4740628 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51489 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -4740767.500000 Penalty: 5470.199707
	Iteration 29Q: 3 clusters Score -4740768 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51856 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -4740909.500000 Penalty: 5470.199707
	Iteration 30Q: 3 clusters Score -4740910 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52220 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -4741022.000000 Penalty: 5470.199707
	Iteration 31Q: 3 clusters Score -4741022 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52564 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -4741145.500000 Penalty: 5470.199707
	Iteration 32Q: 3 clusters Score -4741146 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52896 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -4741248.000000 Penalty: 5470.199707
	Iteration 33Q: 3 clusters Score -4741248 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53196 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -4741341.000000 Penalty: 5470.199707
	Iteration 34Q: 3 clusters Score -4741341 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53476 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -4741427.000000 Penalty: 5470.199707
	Iteration 35Q: 3 clusters Score -4741427 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53750 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -4741500.000000 Penalty: 5470.199707
	Iteration 36Q: 3 clusters Score -4741500 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53992 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -4741565.500000 Penalty: 5470.199707
	Iteration 37Q: 3 clusters Score -4741566 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54184 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -4741632.500000 Penalty: 5470.199707
	Iteration 38Q: 3 clusters Score -4741632 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54373 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -4741691.500000 Penalty: 5470.199707
	Iteration 39Q: 3 clusters Score -4741692 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54541 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -4741709.500000 Penalty: 5470.199707
	Iteration 40F: 3 clusters Score -4741710 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54701 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -4741749.000000 Penalty: 5470.199707
	Iteration 41Q: 3 clusters Score -4741749 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54844 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -4741797.500000 Penalty: 5470.199707
	Iteration 42Q: 3 clusters Score -4741798 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54969 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -4741828.500000 Penalty: 5470.199707
	Iteration 43Q: 3 clusters Score -4741828 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55110 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -4741854.500000 Penalty: 5470.199707
	Iteration 44Q: 3 clusters Score -4741854 nChanged 133
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	Iteration 45Q: 3 clusters Score -4741892 nChanged 108
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Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4741920 nChanged 120
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	Iteration 47Q: 3 clusters Score -4741945 nChanged 108
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Mstep: Class 1 contains 55555 members 
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	Iteration 48Q: 3 clusters Score -4741970 nChanged 105
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	Iteration 49Q: 3 clusters Score -4741970 nChanged 82
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	Iteration 50Q: 3 clusters Score -4741983 nChanged 84
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	Iteration 51Q: 3 clusters Score -4742012 nChanged 78
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	Iteration 53Q: 3 clusters Score -4742042 nChanged 73
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	Iteration 54Q: 3 clusters Score -4742054 nChanged 76
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	Iteration 55Q: 3 clusters Score -4742055 nChanged 69
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	Iteration 57Q: 3 clusters Score -4742067 nChanged 54
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	Iteration 58Q: 3 clusters Score -4742075 nChanged 45
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	Iteration 59Q: 3 clusters Score -4742068 nChanged 36
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	Iteration 60F: 3 clusters Score -4742070 nChanged 34
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	Iteration 62Q: 3 clusters Score -4742086 nChanged 27
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	Iteration 63Q: 3 clusters Score -4742080 nChanged 22
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	Iteration 64Q: 3 clusters Score -4742082 nChanged 16
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	Iteration 65Q: 3 clusters Score -4742082 nChanged 17
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	Iteration 66Q: 3 clusters Score -4742081 nChanged 9
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	Iteration 67Q: 3 clusters Score -4742087 nChanged 10
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	Iteration 68Q: 3 clusters Score -4742092 nChanged 16
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	Iteration 69Q: 3 clusters Score -4742082 nChanged 21
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	Iteration 71Q: 3 clusters Score -4742070 nChanged 31
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	Iteration 72Q: 3 clusters Score -4742071 nChanged 14
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	Iteration 74Q: 3 clusters Score -4742068 nChanged 14
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	Iteration 77Q: 3 clusters Score -4742100 nChanged 22
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	Iteration 80F: 3 clusters Score -4742116 nChanged 30
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	Iteration 82Q: 3 clusters Score -4742122 nChanged 24
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	Iteration 83Q: 3 clusters Score -4742124 nChanged 24
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	Iteration 84Q: 3 clusters Score -4742120 nChanged 22
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	Iteration 85Q: 3 clusters Score -4742131 nChanged 26
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	Iteration 86Q: 3 clusters Score -4742126 nChanged 25
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	Iteration 87Q: 3 clusters Score -4742128 nChanged 18
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	Iteration 89Q: 3 clusters Score -4742117 nChanged 14
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	Iteration 91Q: 3 clusters Score -4742128 nChanged 19
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	Iteration 92Q: 3 clusters Score -4742130 nChanged 16
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	Iteration 93Q: 3 clusters Score -4742132 nChanged 17
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	Iteration 94Q: 3 clusters Score -4742137 nChanged 11
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	Iteration 95Q: 3 clusters Score -4742140 nChanged 11
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	Iteration 96Q: 3 clusters Score -4742135 nChanged 16
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	Iteration 97Q: 3 clusters Score -4742130 nChanged 13
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	Iteration 98Q: 3 clusters Score -4742136 nChanged 9
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	Iteration 99Q: 3 clusters Score -4742134 nChanged 7
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	Iteration 100F: 3 clusters Score -4742132 nChanged 5
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	Iteration 101Q: 3 clusters Score -4742133 nChanged 7
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	Iteration 102Q: 3 clusters Score -4742139 nChanged 4
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	Iteration 105Q: 3 clusters Score -4742131 nChanged 8
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	Iteration 107Q: 3 clusters Score -4742137 nChanged 9
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	Iteration 108Q: 3 clusters Score -4742136 nChanged 6
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	Iteration 109Q: 3 clusters Score -4742138 nChanged 9
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	Iteration 110Q: 3 clusters Score -4742140 nChanged 6
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	Iteration 111Q: 3 clusters Score -4742138 nChanged 8
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	Iteration 112Q: 3 clusters Score -4742131 nChanged 10
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	Iteration 113Q: 3 clusters Score -4742137 nChanged 6
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	Iteration 114Q: 3 clusters Score -4742136 nChanged 6
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	Iteration 115Q: 3 clusters Score -4742133 nChanged 6
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	Iteration 116Q: 3 clusters Score -4742122 nChanged 5
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	Iteration 117Q: 3 clusters Score -4742132 nChanged 5
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	Iteration 118Q: 3 clusters Score -4742135 nChanged 8
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	Iteration 119Q: 3 clusters Score -4742132 nChanged 15
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	Iteration 125Q: 3 clusters Score -4742138 nChanged 22
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	Iteration 126Q: 3 clusters Score -4742145 nChanged 21
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	Iteration 127Q: 3 clusters Score -4742155 nChanged 20
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	Iteration 128Q: 3 clusters Score -4742152 nChanged 23
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	Iteration 129Q: 3 clusters Score -4742158 nChanged 19
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	Iteration 130Q: 3 clusters Score -4742162 nChanged 13
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	Iteration 131Q: 3 clusters Score -4742166 nChanged 20
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	Iteration 132Q: 3 clusters Score -4742160 nChanged 24
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	Iteration 133Q: 3 clusters Score -4742163 nChanged 22
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	Iteration 134Q: 3 clusters Score -4742167 nChanged 24
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	Iteration 135Q: 3 clusters Score -4742168 nChanged 22
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	Iteration 136Q: 3 clusters Score -4742170 nChanged 17
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	Iteration 137Q: 3 clusters Score -4742175 nChanged 27
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	Iteration 138Q: 3 clusters Score -4742189 nChanged 30
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57531 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -4742187.000000 Penalty: 5470.199707
	Iteration 139Q: 3 clusters Score -4742187 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57567 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -4742195.500000 Penalty: 5470.199707
	Iteration 140F: 3 clusters Score -4742196 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57598 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -4742186.000000 Penalty: 5470.199707
	Iteration 141Q: 3 clusters Score -4742186 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57624 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -4742199.000000 Penalty: 5470.199707
	Iteration 142Q: 3 clusters Score -4742199 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57653 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -4742215.500000 Penalty: 5470.199707
	Iteration 143Q: 3 clusters Score -4742216 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57685 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -4742221.000000 Penalty: 5470.199707
	Iteration 144Q: 3 clusters Score -4742221 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57708 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -4742230.000000 Penalty: 5470.199707
	Iteration 145Q: 3 clusters Score -4742230 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57735 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -4742242.500000 Penalty: 5470.199707
	Iteration 146Q: 3 clusters Score -4742242 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57757 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -4742246.500000 Penalty: 5470.199707
	Iteration 147Q: 3 clusters Score -4742246 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57777 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -4742246.000000 Penalty: 5470.199707
	Iteration 148Q: 3 clusters Score -4742246 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57792 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -4742246.500000 Penalty: 5470.199707
	Iteration 149Q: 3 clusters Score -4742246 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57809 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -4742247.000000 Penalty: 5470.199707
	Iteration 150Q: 3 clusters Score -4742247 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57823 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -4742243.000000 Penalty: 5470.199707
	Iteration 151Q: 3 clusters Score -4742243 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57831 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -4742244.500000 Penalty: 5470.199707
	Iteration 152Q: 3 clusters Score -4742244 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57839 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -4742252.000000 Penalty: 5470.199707
	Iteration 153Q: 3 clusters Score -4742252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57840 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -4742247.000000 Penalty: 5470.199707
	Iteration 154Q: 3 clusters Score -4742247 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57843 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -4742249.000000 Penalty: 5470.199707
	Iteration 155Q: 3 clusters Score -4742249 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57847 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -4742248.000000 Penalty: 5470.199707
	Iteration 156Q: 3 clusters Score -4742248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57851 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -4742245.000000 Penalty: 5470.199707
	Iteration 157Q: 3 clusters Score -4742245 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57854 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -4742253.500000 Penalty: 5470.199707
	Iteration 158Q: 3 clusters Score -4742254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57860 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -4742263.000000 Penalty: 5470.199707
	Iteration 159Q: 3 clusters Score -4742263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57864 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -4742262.000000 Penalty: 5470.199707
	Iteration 160F: 3 clusters Score -4742262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57871 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -4742255.000000 Penalty: 5470.199707
	Iteration 161Q: 3 clusters Score -4742255 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57874 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -4742263.000000 Penalty: 5470.199707
	Iteration 162Q: 3 clusters Score -4742263 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57884 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -4742258.500000 Penalty: 5470.199707
	Iteration 163Q: 3 clusters Score -4742258 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57893 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -4742258.000000 Penalty: 5470.199707
	Iteration 164Q: 3 clusters Score -4742258 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57901 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -4742255.500000 Penalty: 5470.199707
	Iteration 165Q: 3 clusters Score -4742256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57909 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -4742258.500000 Penalty: 5470.199707
	Iteration 166Q: 3 clusters Score -4742258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57912 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -4742255.500000 Penalty: 5470.199707
	Iteration 167Q: 3 clusters Score -4742256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57917 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -4742261.500000 Penalty: 5470.199707
	Iteration 168Q: 3 clusters Score -4742262 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57925 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -4742259.000000 Penalty: 5470.199707
	Iteration 169Q: 3 clusters Score -4742259 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57930 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -4742255.000000 Penalty: 5470.199707
	Iteration 170Q: 3 clusters Score -4742255 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57940 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -4742254.500000 Penalty: 5470.199707
	Iteration 171Q: 3 clusters Score -4742254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57947 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -4742252.500000 Penalty: 5470.199707
	Iteration 172Q: 3 clusters Score -4742252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57953 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -4742261.000000 Penalty: 5470.199707
	Iteration 173Q: 3 clusters Score -4742261 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57958 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -4742259.000000 Penalty: 5470.199707
	Iteration 174Q: 3 clusters Score -4742259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57961 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -4742266.500000 Penalty: 5470.199707
	Iteration 175Q: 3 clusters Score -4742266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57963 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -4742262.500000 Penalty: 5470.199707
	Iteration 176Q: 3 clusters Score -4742262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57964 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -4742269.000000 Penalty: 5470.199707
	Iteration 177Q: 3 clusters Score -4742269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57966 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -4742267.500000 Penalty: 5470.199707
	Iteration 178Q: 3 clusters Score -4742268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57967 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -4742272.000000 Penalty: 5470.199707
	Iteration 179Q: 3 clusters Score -4742272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57969 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -4742269.000000 Penalty: 5470.199707
	Iteration 180F: 3 clusters Score -4742269 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57970 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -4742265.500000 Penalty: 5470.199707
	Iteration 181Q: 3 clusters Score -4742266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57971 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -4742267.500000 Penalty: 5470.199707
	Iteration 182Q: 3 clusters Score -4742268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57976 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -4742267.500000 Penalty: 5470.199707
	Iteration 183Q: 3 clusters Score -4742268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57978 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -4742272.000000 Penalty: 5470.199707
	Iteration 184Q: 3 clusters Score -4742272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57980 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -4742274.500000 Penalty: 5470.199707
	Iteration 185Q: 3 clusters Score -4742274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57980 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -4742273.500000 Penalty: 5470.199707
	Iteration 186Q: 3 clusters Score -4742274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57981 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -4742283.500000 Penalty: 5470.199707
	Iteration 187Q: 3 clusters Score -4742284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57981 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -4742283.500000 Penalty: 5470.199707
	Iteration 188F: 3 clusters Score -4742284 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -439339.156250 Penalty: 2139.481934
	Iteration 0F: 2 clusters Score -439339.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -434475.718750 Penalty: 4278.963867
	Iteration 0F: 3 clusters Score -434475.7 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -435644.875000 Penalty: 4278.963867
	Iteration 1F: 3 clusters Score -435644.9 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -435831.718750 Penalty: 4278.963867
	Iteration 2F: 3 clusters Score -435831.7 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -435955.750000 Penalty: 4278.963867
	Iteration 3Q: 3 clusters Score -435955.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -436041.593750 Penalty: 4278.963867
	Iteration 4Q: 3 clusters Score -436041.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -436114.656250 Penalty: 4278.963867
	Iteration 5Q: 3 clusters Score -436114.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -436175.656250 Penalty: 4278.963867
	Iteration 6Q: 3 clusters Score -436175.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -436217.812500 Penalty: 4278.963867
	Iteration 7Q: 3 clusters Score -436217.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -436254.156250 Penalty: 4278.963867
	Iteration 8Q: 3 clusters Score -436254.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -436293.875000 Penalty: 4278.963867
	Iteration 9Q: 3 clusters Score -436293.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -436336.750000 Penalty: 4278.963867
	Iteration 10Q: 3 clusters Score -436336.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -436384.312500 Penalty: 4278.963867
	Iteration 11Q: 3 clusters Score -436384.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -436424.562500 Penalty: 4278.963867
	Iteration 12Q: 3 clusters Score -436424.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -436467.656250 Penalty: 4278.963867
	Iteration 13Q: 3 clusters Score -436467.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -436522.156250 Penalty: 4278.963867
	Iteration 14Q: 3 clusters Score -436522.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -436584.218750 Penalty: 4278.963867
	Iteration 15Q: 3 clusters Score -436584.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -436636.312500 Penalty: 4278.963867
	Iteration 16Q: 3 clusters Score -436636.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -436699.656250 Penalty: 4278.963867
	Iteration 17Q: 3 clusters Score -436699.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -436761.875000 Penalty: 4278.963867
	Iteration 18Q: 3 clusters Score -436761.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -436807.375000 Penalty: 4278.963867
	Iteration 19Q: 3 clusters Score -436807.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -436853.218750 Penalty: 4278.963867
	Iteration 20F: 3 clusters Score -436853.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -436889.312500 Penalty: 4278.963867
	Iteration 21Q: 3 clusters Score -436889.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -436917.906250 Penalty: 4278.963867
	Iteration 22Q: 3 clusters Score -436917.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -436942.656250 Penalty: 4278.963867
	Iteration 23Q: 3 clusters Score -436942.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -436966.343750 Penalty: 4278.963867
	Iteration 24Q: 3 clusters Score -436966.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -436981.250000 Penalty: 4278.963867
	Iteration 25Q: 3 clusters Score -436981.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -436999.000000 Penalty: 4278.963867
	Iteration 26Q: 3 clusters Score -436999 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -437014.437500 Penalty: 4278.963867
	Iteration 27Q: 3 clusters Score -437014.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -437028.968750 Penalty: 4278.963867
	Iteration 28Q: 3 clusters Score -437029 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -437035.562500 Penalty: 4278.963867
	Iteration 29Q: 3 clusters Score -437035.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -437042.437500 Penalty: 4278.963867
	Iteration 30Q: 3 clusters Score -437042.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -437052.187500 Penalty: 4278.963867
	Iteration 31Q: 3 clusters Score -437052.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -437061.062500 Penalty: 4278.963867
	Iteration 32Q: 3 clusters Score -437061.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -437066.718750 Penalty: 4278.963867
	Iteration 33Q: 3 clusters Score -437066.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -437070.156250 Penalty: 4278.963867
	Iteration 34Q: 3 clusters Score -437070.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -437075.250000 Penalty: 4278.963867
	Iteration 35Q: 3 clusters Score -437075.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -437081.531250 Penalty: 4278.963867
	Iteration 36Q: 3 clusters Score -437081.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -437090.468750 Penalty: 4278.963867
	Iteration 37Q: 3 clusters Score -437090.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -437098.156250 Penalty: 4278.963867
	Iteration 38Q: 3 clusters Score -437098.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -437107.875000 Penalty: 4278.963867
	Iteration 39Q: 3 clusters Score -437107.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -437120.406250 Penalty: 4278.963867
	Iteration 40F: 3 clusters Score -437120.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -437130.312500 Penalty: 4278.963867
	Iteration 41Q: 3 clusters Score -437130.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -437135.656250 Penalty: 4278.963867
	Iteration 42Q: 3 clusters Score -437135.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -437142.406250 Penalty: 4278.963867
	Iteration 43Q: 3 clusters Score -437142.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -437149.531250 Penalty: 4278.963867
	Iteration 44Q: 3 clusters Score -437149.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -437158.687500 Penalty: 4278.963867
	Iteration 45Q: 3 clusters Score -437158.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -437164.468750 Penalty: 4278.963867
	Iteration 46Q: 3 clusters Score -437164.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -437171.625000 Penalty: 4278.963867
	Iteration 47Q: 3 clusters Score -437171.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -437175.125000 Penalty: 4278.963867
	Iteration 48Q: 3 clusters Score -437175.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -437181.375000 Penalty: 4278.963867
	Iteration 49Q: 3 clusters Score -437181.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -437186.781250 Penalty: 4278.963867
	Iteration 50Q: 3 clusters Score -437186.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -437191.187500 Penalty: 4278.963867
	Iteration 51Q: 3 clusters Score -437191.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -437193.375000 Penalty: 4278.963867
	Iteration 52Q: 3 clusters Score -437193.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -437194.843750 Penalty: 4278.963867
	Iteration 53Q: 3 clusters Score -437194.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -437196.937500 Penalty: 4278.963867
	Iteration 54Q: 3 clusters Score -437196.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -437201.968750 Penalty: 4278.963867
	Iteration 55Q: 3 clusters Score -437202 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -437204.906250 Penalty: 4278.963867
	Iteration 56Q: 3 clusters Score -437204.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -437207.718750 Penalty: 4278.963867
	Iteration 57Q: 3 clusters Score -437207.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -437208.375000 Penalty: 4278.963867
	Iteration 58Q: 3 clusters Score -437208.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -437210.343750 Penalty: 4278.963867
	Iteration 59Q: 3 clusters Score -437210.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -437213.750000 Penalty: 4278.963867
	Iteration 60F: 3 clusters Score -437213.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -437217.968750 Penalty: 4278.963867
	Iteration 61Q: 3 clusters Score -437218 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -437220.968750 Penalty: 4278.963867
	Iteration 62Q: 3 clusters Score -437221 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -437224.781250 Penalty: 4278.963867
	Iteration 63Q: 3 clusters Score -437224.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -437228.250000 Penalty: 4278.963867
	Iteration 64Q: 3 clusters Score -437228.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -437231.687500 Penalty: 4278.963867
	Iteration 65Q: 3 clusters Score -437231.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -437236.343750 Penalty: 4278.963867
	Iteration 66Q: 3 clusters Score -437236.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -437241.406250 Penalty: 4278.963867
	Iteration 67Q: 3 clusters Score -437241.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -437250.218750 Penalty: 4278.963867
	Iteration 68Q: 3 clusters Score -437250.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -437254.156250 Penalty: 4278.963867
	Iteration 69Q: 3 clusters Score -437254.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -437258.312500 Penalty: 4278.963867
	Iteration 70Q: 3 clusters Score -437258.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -437262.406250 Penalty: 4278.963867
	Iteration 71Q: 3 clusters Score -437262.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -437267.343750 Penalty: 4278.963867
	Iteration 72Q: 3 clusters Score -437267.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -437269.343750 Penalty: 4278.963867
	Iteration 73Q: 3 clusters Score -437269.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -437272.843750 Penalty: 4278.963867
	Iteration 74Q: 3 clusters Score -437272.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -437276.531250 Penalty: 4278.963867
	Iteration 75Q: 3 clusters Score -437276.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -437281.062500 Penalty: 4278.963867
	Iteration 76Q: 3 clusters Score -437281.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -437285.312500 Penalty: 4278.963867
	Iteration 77Q: 3 clusters Score -437285.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -437287.531250 Penalty: 4278.963867
	Iteration 78Q: 3 clusters Score -437287.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -437290.437500 Penalty: 4278.963867
	Iteration 79Q: 3 clusters Score -437290.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -437292.000000 Penalty: 4278.963867
	Iteration 80F: 3 clusters Score -437292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -437293.562500 Penalty: 4278.963867
	Iteration 81Q: 3 clusters Score -437293.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -437296.906250 Penalty: 4278.963867
	Iteration 82Q: 3 clusters Score -437296.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -437299.843750 Penalty: 4278.963867
	Iteration 83Q: 3 clusters Score -437299.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -437302.687500 Penalty: 4278.963867
	Iteration 84Q: 3 clusters Score -437302.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -437304.437500 Penalty: 4278.963867
	Iteration 85Q: 3 clusters Score -437304.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -437306.125000 Penalty: 4278.963867
	Iteration 86Q: 3 clusters Score -437306.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -437309.156250 Penalty: 4278.963867
	Iteration 87Q: 3 clusters Score -437309.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -437310.875000 Penalty: 4278.963867
	Iteration 88Q: 3 clusters Score -437310.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -437316.375000 Penalty: 4278.963867
	Iteration 89Q: 3 clusters Score -437316.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -437319.000000 Penalty: 4278.963867
	Iteration 90Q: 3 clusters Score -437319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -437321.656250 Penalty: 4278.963867
	Iteration 91Q: 3 clusters Score -437321.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -437323.218750 Penalty: 4278.963867
	Iteration 92Q: 3 clusters Score -437323.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -437323.531250 Penalty: 4278.963867
	Iteration 93Q: 3 clusters Score -437323.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -437323.531250 Penalty: 4278.963867
	Iteration 94F: 3 clusters Score -437323.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (6233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Entering Unmasked Estep 
Score: -458663.656250 Penalty: 2166.927979
	Iteration 0F: 2 clusters Score -458663.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -453388.593750 Penalty: 4333.855957
	Iteration 0F: 3 clusters Score -453388.6 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -454855.593750 Penalty: 4333.855957
	Iteration 1F: 3 clusters Score -454855.6 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -455364.187500 Penalty: 4333.855957
	Iteration 2F: 3 clusters Score -455364.2 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -456177.062500 Penalty: 4333.855957
	Iteration 3F: 3 clusters Score -456177.1 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -457017.000000 Penalty: 4333.855957
	Iteration 4F: 3 clusters Score -457017 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -457549.875000 Penalty: 4333.855957
	Iteration 5F: 3 clusters Score -457549.9 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -457838.875000 Penalty: 4333.855957
	Iteration 6F: 3 clusters Score -457838.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -457972.812500 Penalty: 4333.855957
	Iteration 7Q: 3 clusters Score -457972.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -458050.906250 Penalty: 4333.855957
	Iteration 8Q: 3 clusters Score -458050.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -458093.093750 Penalty: 4333.855957
	Iteration 9Q: 3 clusters Score -458093.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -458114.687500 Penalty: 4333.855957
	Iteration 10Q: 3 clusters Score -458114.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -458125.968750 Penalty: 4333.855957
	Iteration 11Q: 3 clusters Score -458126 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -458128.718750 Penalty: 4333.855957
	Iteration 12Q: 3 clusters Score -458128.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -458133.625000 Penalty: 4333.855957
	Iteration 13Q: 3 clusters Score -458133.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -458134.156250 Penalty: 4333.855957
	Iteration 14Q: 3 clusters Score -458134.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -458134.875000 Penalty: 4333.855957
	Iteration 15Q: 3 clusters Score -458134.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -458136.375000 Penalty: 4333.855957
	Iteration 16Q: 3 clusters Score -458136.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -458137.531250 Penalty: 4333.855957
	Iteration 17Q: 3 clusters Score -458137.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -458138.343750 Penalty: 4333.855957
	Iteration 18Q: 3 clusters Score -458138.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -458138.843750 Penalty: 4333.855957
	Iteration 19Q: 3 clusters Score -458138.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -458139.062500 Penalty: 4333.855957
	Iteration 20F: 3 clusters Score -458139.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Entering Unmasked Estep 
Score: -240875.281250 Penalty: 2000.652954
	Iteration 0F: 2 clusters Score -240875.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -237477.265625 Penalty: 4001.305908
	Iteration 0F: 3 clusters Score -237477.3 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -238183.984375 Penalty: 4001.305908
	Iteration 1F: 3 clusters Score -238184 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -238346.843750 Penalty: 4001.305908
	Iteration 2F: 3 clusters Score -238346.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -238437.265625 Penalty: 4001.305908
	Iteration 3Q: 3 clusters Score -238437.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -238512.906250 Penalty: 4001.305908
	Iteration 4Q: 3 clusters Score -238512.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -238558.000000 Penalty: 4001.305908
	Iteration 5Q: 3 clusters Score -238558 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -238600.984375 Penalty: 4001.305908
	Iteration 6Q: 3 clusters Score -238601 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -238638.828125 Penalty: 4001.305908
	Iteration 7Q: 3 clusters Score -238638.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -238664.093750 Penalty: 4001.305908
	Iteration 8Q: 3 clusters Score -238664.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -238687.531250 Penalty: 4001.305908
	Iteration 9Q: 3 clusters Score -238687.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -238704.718750 Penalty: 4001.305908
	Iteration 10Q: 3 clusters Score -238704.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -238722.484375 Penalty: 4001.305908
	Iteration 11Q: 3 clusters Score -238722.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -238733.484375 Penalty: 4001.305908
	Iteration 12Q: 3 clusters Score -238733.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -238741.609375 Penalty: 4001.305908
	Iteration 13Q: 3 clusters Score -238741.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -238752.203125 Penalty: 4001.305908
	Iteration 14Q: 3 clusters Score -238752.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -238764.593750 Penalty: 4001.305908
	Iteration 15Q: 3 clusters Score -238764.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -238778.046875 Penalty: 4001.305908
	Iteration 16Q: 3 clusters Score -238778 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -238793.625000 Penalty: 4001.305908
	Iteration 17Q: 3 clusters Score -238793.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -238803.593750 Penalty: 4001.305908
	Iteration 18Q: 3 clusters Score -238803.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -238815.546875 Penalty: 4001.305908
	Iteration 19Q: 3 clusters Score -238815.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -238823.718750 Penalty: 4001.305908
	Iteration 20F: 3 clusters Score -238823.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -238829.156250 Penalty: 4001.305908
	Iteration 21Q: 3 clusters Score -238829.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -238836.890625 Penalty: 4001.305908
	Iteration 22Q: 3 clusters Score -238836.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -238842.531250 Penalty: 4001.305908
	Iteration 23Q: 3 clusters Score -238842.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -238849.296875 Penalty: 4001.305908
	Iteration 24Q: 3 clusters Score -238849.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -238855.812500 Penalty: 4001.305908
	Iteration 25Q: 3 clusters Score -238855.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -238864.500000 Penalty: 4001.305908
	Iteration 26Q: 3 clusters Score -238864.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -238873.515625 Penalty: 4001.305908
	Iteration 27Q: 3 clusters Score -238873.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -238880.500000 Penalty: 4001.305908
	Iteration 28Q: 3 clusters Score -238880.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -238890.875000 Penalty: 4001.305908
	Iteration 29Q: 3 clusters Score -238890.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -238902.640625 Penalty: 4001.305908
	Iteration 30Q: 3 clusters Score -238902.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -238913.609375 Penalty: 4001.305908
	Iteration 31Q: 3 clusters Score -238913.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -238921.203125 Penalty: 4001.305908
	Iteration 32Q: 3 clusters Score -238921.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -238924.265625 Penalty: 4001.305908
	Iteration 33Q: 3 clusters Score -238924.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -238927.250000 Penalty: 4001.305908
	Iteration 34Q: 3 clusters Score -238927.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -238930.390625 Penalty: 4001.305908
	Iteration 35Q: 3 clusters Score -238930.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -238934.546875 Penalty: 4001.305908
	Iteration 36Q: 3 clusters Score -238934.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -238936.500000 Penalty: 4001.305908
	Iteration 37Q: 3 clusters Score -238936.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -238938.109375 Penalty: 4001.305908
	Iteration 38Q: 3 clusters Score -238938.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -238939.234375 Penalty: 4001.305908
	Iteration 39Q: 3 clusters Score -238939.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -238940.718750 Penalty: 4001.305908
	Iteration 40F: 3 clusters Score -238940.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -238942.609375 Penalty: 4001.305908
	Iteration 41Q: 3 clusters Score -238942.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -238945.000000 Penalty: 4001.305908
	Iteration 42Q: 3 clusters Score -238945 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -238946.500000 Penalty: 4001.305908
	Iteration 43Q: 3 clusters Score -238946.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -238947.593750 Penalty: 4001.305908
	Iteration 44Q: 3 clusters Score -238947.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -238948.468750 Penalty: 4001.305908
	Iteration 45Q: 3 clusters Score -238948.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -238949.171875 Penalty: 4001.305908
	Iteration 46Q: 3 clusters Score -238949.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -238949.046875 Penalty: 4001.305908
	Iteration 47Q: 3 clusters Score -238949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -238950.234375 Penalty: 4001.305908
	Iteration 48Q: 3 clusters Score -238950.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -238951.703125 Penalty: 4001.305908
	Iteration 49Q: 3 clusters Score -238951.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -238952.718750 Penalty: 4001.305908
	Iteration 50Q: 3 clusters Score -238952.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -238953.265625 Penalty: 4001.305908
	Iteration 51Q: 3 clusters Score -238953.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -238953.484375 Penalty: 4001.305908
	Iteration 52Q: 3 clusters Score -238953.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -238954.093750 Penalty: 4001.305908
	Iteration 53Q: 3 clusters Score -238954.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -238956.296875 Penalty: 4001.305908
	Iteration 54Q: 3 clusters Score -238956.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -238957.515625 Penalty: 4001.305908
	Iteration 55Q: 3 clusters Score -238957.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -238959.281250 Penalty: 4001.305908
	Iteration 56Q: 3 clusters Score -238959.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -238961.109375 Penalty: 4001.305908
	Iteration 57Q: 3 clusters Score -238961.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -238962.312500 Penalty: 4001.305908
	Iteration 58Q: 3 clusters Score -238962.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -238964.765625 Penalty: 4001.305908
	Iteration 59Q: 3 clusters Score -238964.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -238965.843750 Penalty: 4001.305908
	Iteration 60F: 3 clusters Score -238965.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -238966.218750 Penalty: 4001.305908
	Iteration 61Q: 3 clusters Score -238966.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -238966.953125 Penalty: 4001.305908
	Iteration 62Q: 3 clusters Score -238967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -238967.109375 Penalty: 4001.305908
	Iteration 63Q: 3 clusters Score -238967.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -238968.093750 Penalty: 4001.305908
	Iteration 64Q: 3 clusters Score -238968.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -238969.562500 Penalty: 4001.305908
	Iteration 65Q: 3 clusters Score -238969.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -238969.562500 Penalty: 4001.305908
	Iteration 66F: 3 clusters Score -238969.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (77373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77373 members 
Entering Unmasked Estep 
Score: -6278479.000000 Penalty: 2791.585449
	Iteration 0F: 2 clusters Score -6278479 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38616 members 
Mstep: Class 2 contains 38757 members 
Entering Unmasked Estep 
Score: -6226645.500000 Penalty: 5583.170898
	Iteration 0F: 3 clusters Score -6226646 nChanged 36437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37041 members 
Mstep: Class 2 contains 40332 members 
Entering Unmasked Estep 
Score: -6247860.000000 Penalty: 5583.170898
	Iteration 1F: 3 clusters Score -6247860 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35860 members 
Mstep: Class 2 contains 41513 members 
Entering Unmasked Estep 
Score: -6249269.000000 Penalty: 5583.170898
	Iteration 2Q: 3 clusters Score -6249269 nChanged 4150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34126 members 
Mstep: Class 2 contains 43247 members 
Entering Unmasked Estep 
Score: -6251343.000000 Penalty: 5583.170898
	Iteration 3F: 3 clusters Score -6251343 nChanged 4838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31744 members 
Mstep: Class 2 contains 45629 members 
Entering Unmasked Estep 
Score: -6254241.000000 Penalty: 5583.170898
	Iteration 4F: 3 clusters Score -6254241 nChanged 5443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28703 members 
Mstep: Class 2 contains 48670 members 
Entering Unmasked Estep 
Score: -6257912.500000 Penalty: 5583.170898
	Iteration 5F: 3 clusters Score -6257912 nChanged 5576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25225 members 
Mstep: Class 2 contains 52148 members 
Entering Unmasked Estep 
Score: -6261779.000000 Penalty: 5583.170898
	Iteration 6F: 3 clusters Score -6261779 nChanged 4922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21839 members 
Mstep: Class 2 contains 55534 members 
Entering Unmasked Estep 
Score: -6265284.000000 Penalty: 5583.170898
	Iteration 7F: 3 clusters Score -6265284 nChanged 3922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18943 members 
Mstep: Class 2 contains 58430 members 
Entering Unmasked Estep 
Score: -6268231.500000 Penalty: 5583.170898
	Iteration 8F: 3 clusters Score -6268232 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16727 members 
Mstep: Class 2 contains 60646 members 
Entering Unmasked Estep 
Score: -6270349.000000 Penalty: 5583.170898
	Iteration 9Q: 3 clusters Score -6270349 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15070 members 
Mstep: Class 2 contains 62303 members 
Entering Unmasked Estep 
Score: -6271674.500000 Penalty: 5583.170898
	Iteration 10Q: 3 clusters Score -6271674 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 63551 members 
Entering Unmasked Estep 
Score: -6272366.500000 Penalty: 5583.170898
	Iteration 11Q: 3 clusters Score -6272366 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 64618 members 
Entering Unmasked Estep 
Score: -6272949.000000 Penalty: 5583.170898
	Iteration 12Q: 3 clusters Score -6272949 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 65606 members 
Entering Unmasked Estep 
Score: -6273338.000000 Penalty: 5583.170898
	Iteration 13Q: 3 clusters Score -6273338 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 66475 members 
Entering Unmasked Estep 
Score: -6273666.500000 Penalty: 5583.170898
	Iteration 14Q: 3 clusters Score -6273666 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 67309 members 
Entering Unmasked Estep 
Score: -6273923.000000 Penalty: 5583.170898
	Iteration 15Q: 3 clusters Score -6273923 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 68112 members 
Entering Unmasked Estep 
Score: -6274210.000000 Penalty: 5583.170898
	Iteration 16Q: 3 clusters Score -6274210 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 68852 members 
Entering Unmasked Estep 
Score: -6274459.000000 Penalty: 5583.170898
	Iteration 17Q: 3 clusters Score -6274459 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 69509 members 
Entering Unmasked Estep 
Score: -6274674.000000 Penalty: 5583.170898
	Iteration 18Q: 3 clusters Score -6274674 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 70172 members 
Entering Unmasked Estep 
Score: -6274953.500000 Penalty: 5583.170898
	Iteration 19Q: 3 clusters Score -6274954 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 70791 members 
Entering Unmasked Estep 
Score: -6275147.500000 Penalty: 5583.170898
	Iteration 20F: 3 clusters Score -6275148 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 71363 members 
Entering Unmasked Estep 
Score: -6275354.500000 Penalty: 5583.170898
	Iteration 21Q: 3 clusters Score -6275354 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 71853 members 
Entering Unmasked Estep 
Score: -6275544.500000 Penalty: 5583.170898
	Iteration 22Q: 3 clusters Score -6275544 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 72276 members 
Entering Unmasked Estep 
Score: -6275671.500000 Penalty: 5583.170898
	Iteration 23Q: 3 clusters Score -6275672 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 72667 members 
Entering Unmasked Estep 
Score: -6275773.500000 Penalty: 5583.170898
	Iteration 24Q: 3 clusters Score -6275774 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 72992 members 
Entering Unmasked Estep 
Score: -6275867.000000 Penalty: 5583.170898
	Iteration 25Q: 3 clusters Score -6275867 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 73271 members 
Entering Unmasked Estep 
Score: -6275962.000000 Penalty: 5583.170898
	Iteration 26Q: 3 clusters Score -6275962 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 73531 members 
Entering Unmasked Estep 
Score: -6276030.000000 Penalty: 5583.170898
	Iteration 27Q: 3 clusters Score -6276030 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 73748 members 
Entering Unmasked Estep 
Score: -6276120.000000 Penalty: 5583.170898
	Iteration 28Q: 3 clusters Score -6276120 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 73961 members 
Entering Unmasked Estep 
Score: -6276181.500000 Penalty: 5583.170898
	Iteration 29Q: 3 clusters Score -6276182 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 74147 members 
Entering Unmasked Estep 
Score: -6276237.000000 Penalty: 5583.170898
	Iteration 30Q: 3 clusters Score -6276237 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 74312 members 
Entering Unmasked Estep 
Score: -6276276.000000 Penalty: 5583.170898
	Iteration 31Q: 3 clusters Score -6276276 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 74453 members 
Entering Unmasked Estep 
Score: -6276304.500000 Penalty: 5583.170898
	Iteration 32Q: 3 clusters Score -6276304 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 74567 members 
Entering Unmasked Estep 
Score: -6276332.000000 Penalty: 5583.170898
	Iteration 33Q: 3 clusters Score -6276332 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 74683 members 
Entering Unmasked Estep 
Score: -6276360.500000 Penalty: 5583.170898
	Iteration 34Q: 3 clusters Score -6276360 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 74786 members 
Entering Unmasked Estep 
Score: -6276402.000000 Penalty: 5583.170898
	Iteration 35Q: 3 clusters Score -6276402 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 74886 members 
Entering Unmasked Estep 
Score: -6276422.000000 Penalty: 5583.170898
	Iteration 36Q: 3 clusters Score -6276422 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 74972 members 
Entering Unmasked Estep 
Score: -6276436.500000 Penalty: 5583.170898
	Iteration 37Q: 3 clusters Score -6276436 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 75046 members 
Entering Unmasked Estep 
Score: -6276458.500000 Penalty: 5583.170898
	Iteration 38Q: 3 clusters Score -6276458 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 75115 members 
Entering Unmasked Estep 
Score: -6276459.000000 Penalty: 5583.170898
	Iteration 39Q: 3 clusters Score -6276459 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 75177 members 
Entering Unmasked Estep 
Score: -6276483.000000 Penalty: 5583.170898
	Iteration 40F: 3 clusters Score -6276483 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 75234 members 
Entering Unmasked Estep 
Score: -6276503.000000 Penalty: 5583.170898
	Iteration 41Q: 3 clusters Score -6276503 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 75280 members 
Entering Unmasked Estep 
Score: -6276529.000000 Penalty: 5583.170898
	Iteration 42Q: 3 clusters Score -6276529 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 75323 members 
Entering Unmasked Estep 
Score: -6276530.500000 Penalty: 5583.170898
	Iteration 43Q: 3 clusters Score -6276530 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 75359 members 
Entering Unmasked Estep 
Score: -6276539.500000 Penalty: 5583.170898
	Iteration 44Q: 3 clusters Score -6276540 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 75391 members 
Entering Unmasked Estep 
Score: -6276555.000000 Penalty: 5583.170898
	Iteration 45Q: 3 clusters Score -6276555 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 75421 members 
Entering Unmasked Estep 
Score: -6276552.000000 Penalty: 5583.170898
	Iteration 46Q: 3 clusters Score -6276552 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 75444 members 
Entering Unmasked Estep 
Score: -6276546.500000 Penalty: 5583.170898
	Iteration 47Q: 3 clusters Score -6276546 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 75459 members 
Entering Unmasked Estep 
Score: -6276553.000000 Penalty: 5583.170898
	Iteration 48Q: 3 clusters Score -6276553 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 75472 members 
Entering Unmasked Estep 
Score: -6276555.500000 Penalty: 5583.170898
	Iteration 49Q: 3 clusters Score -6276556 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 75486 members 
Entering Unmasked Estep 
Score: -6276560.000000 Penalty: 5583.170898
	Iteration 50Q: 3 clusters Score -6276560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 75494 members 
Entering Unmasked Estep 
Score: -6276558.000000 Penalty: 5583.170898
	Iteration 51Q: 3 clusters Score -6276558 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 75502 members 
Entering Unmasked Estep 
Score: -6276560.000000 Penalty: 5583.170898
	Iteration 52Q: 3 clusters Score -6276560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 75505 members 
Entering Unmasked Estep 
Score: -6276559.000000 Penalty: 5583.170898
	Iteration 53Q: 3 clusters Score -6276559 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 75512 members 
Entering Unmasked Estep 
Score: -6276564.000000 Penalty: 5583.170898
	Iteration 54Q: 3 clusters Score -6276564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 75518 members 
Entering Unmasked Estep 
Score: -6276568.000000 Penalty: 5583.170898
	Iteration 55Q: 3 clusters Score -6276568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 75523 members 
Entering Unmasked Estep 
Score: -6276569.000000 Penalty: 5583.170898
	Iteration 56Q: 3 clusters Score -6276569 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 75530 members 
Entering Unmasked Estep 
Score: -6276566.000000 Penalty: 5583.170898
	Iteration 57Q: 3 clusters Score -6276566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 75536 members 
Entering Unmasked Estep 
Score: -6276557.500000 Penalty: 5583.170898
	Iteration 58Q: 3 clusters Score -6276558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 75540 members 
Entering Unmasked Estep 
Score: -6276558.500000 Penalty: 5583.170898
	Iteration 59Q: 3 clusters Score -6276558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 75542 members 
Entering Unmasked Estep 
Score: -6276557.000000 Penalty: 5583.170898
	Iteration 60F: 3 clusters Score -6276557 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 75543 members 
Entering Unmasked Estep 
Score: -6276557.500000 Penalty: 5583.170898
	Iteration 61Q: 3 clusters Score -6276558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 75545 members 
Entering Unmasked Estep 
Score: -6276560.000000 Penalty: 5583.170898
	Iteration 62Q: 3 clusters Score -6276560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 75545 members 
Entering Unmasked Estep 
Score: -6276560.000000 Penalty: 5583.170898
	Iteration 63F: 3 clusters Score -6276560 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (5007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Entering Unmasked Estep 
Score: -360242.656250 Penalty: 2112.610840
	Iteration 0F: 2 clusters Score -360242.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -355760.781250 Penalty: 4225.221680
	Iteration 0F: 3 clusters Score -355760.8 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -356824.593750 Penalty: 4225.221680
	Iteration 1F: 3 clusters Score -356824.6 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -357093.062500 Penalty: 4225.221680
	Iteration 2F: 3 clusters Score -357093.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -357294.468750 Penalty: 4225.221680
	Iteration 3F: 3 clusters Score -357294.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -357433.656250 Penalty: 4225.221680
	Iteration 4Q: 3 clusters Score -357433.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -357572.500000 Penalty: 4225.221680
	Iteration 5Q: 3 clusters Score -357572.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -357715.375000 Penalty: 4225.221680
	Iteration 6Q: 3 clusters Score -357715.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -357843.156250 Penalty: 4225.221680
	Iteration 7Q: 3 clusters Score -357843.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -357975.531250 Penalty: 4225.221680
	Iteration 8Q: 3 clusters Score -357975.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -358097.718750 Penalty: 4225.221680
	Iteration 9Q: 3 clusters Score -358097.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -358207.562500 Penalty: 4225.221680
	Iteration 10Q: 3 clusters Score -358207.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -358301.000000 Penalty: 4225.221680
	Iteration 11Q: 3 clusters Score -358301 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -358390.062500 Penalty: 4225.221680
	Iteration 12Q: 3 clusters Score -358390.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -358481.375000 Penalty: 4225.221680
	Iteration 13Q: 3 clusters Score -358481.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -358555.906250 Penalty: 4225.221680
	Iteration 14Q: 3 clusters Score -358555.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -358599.062500 Penalty: 4225.221680
	Iteration 15Q: 3 clusters Score -358599.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -358626.500000 Penalty: 4225.221680
	Iteration 16Q: 3 clusters Score -358626.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -358655.062500 Penalty: 4225.221680
	Iteration 17Q: 3 clusters Score -358655.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -358679.000000 Penalty: 4225.221680
	Iteration 18Q: 3 clusters Score -358679 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -358694.656250 Penalty: 4225.221680
	Iteration 19Q: 3 clusters Score -358694.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -358709.343750 Penalty: 4225.221680
	Iteration 20F: 3 clusters Score -358709.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -358714.656250 Penalty: 4225.221680
	Iteration 21Q: 3 clusters Score -358714.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -358722.312500 Penalty: 4225.221680
	Iteration 22Q: 3 clusters Score -358722.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -358726.406250 Penalty: 4225.221680
	Iteration 23Q: 3 clusters Score -358726.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -358728.281250 Penalty: 4225.221680
	Iteration 24Q: 3 clusters Score -358728.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -358727.812500 Penalty: 4225.221680
	Iteration 25Q: 3 clusters Score -358727.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -358727.812500 Penalty: 4225.221680
	Iteration 26F: 3 clusters Score -358727.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (7825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Entering Unmasked Estep 
Score: -603377.812500 Penalty: 2223.339600
	Iteration 0F: 2 clusters Score -603377.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -597115.312500 Penalty: 4446.679199
	Iteration 0F: 3 clusters Score -597115.3 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -598816.750000 Penalty: 4446.679199
	Iteration 1F: 3 clusters Score -598816.8 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -599076.250000 Penalty: 4446.679199
	Iteration 2F: 3 clusters Score -599076.2 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -599284.687500 Penalty: 4446.679199
	Iteration 3F: 3 clusters Score -599284.7 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -599432.375000 Penalty: 4446.679199
	Iteration 4Q: 3 clusters Score -599432.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -599548.250000 Penalty: 4446.679199
	Iteration 5Q: 3 clusters Score -599548.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -599649.250000 Penalty: 4446.679199
	Iteration 6Q: 3 clusters Score -599649.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -599725.375000 Penalty: 4446.679199
	Iteration 7Q: 3 clusters Score -599725.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -599795.000000 Penalty: 4446.679199
	Iteration 8Q: 3 clusters Score -599795 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -599879.812500 Penalty: 4446.679199
	Iteration 9Q: 3 clusters Score -599879.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -599968.437500 Penalty: 4446.679199
	Iteration 10Q: 3 clusters Score -599968.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -600051.812500 Penalty: 4446.679199
	Iteration 11Q: 3 clusters Score -600051.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -600120.000000 Penalty: 4446.679199
	Iteration 12Q: 3 clusters Score -600120 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -600188.187500 Penalty: 4446.679199
	Iteration 13Q: 3 clusters Score -600188.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -600244.250000 Penalty: 4446.679199
	Iteration 14Q: 3 clusters Score -600244.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -600303.625000 Penalty: 4446.679199
	Iteration 15Q: 3 clusters Score -600303.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -600375.750000 Penalty: 4446.679199
	Iteration 16Q: 3 clusters Score -600375.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -600464.375000 Penalty: 4446.679199
	Iteration 17Q: 3 clusters Score -600464.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -600563.875000 Penalty: 4446.679199
	Iteration 18Q: 3 clusters Score -600563.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -600682.625000 Penalty: 4446.679199
	Iteration 19Q: 3 clusters Score -600682.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -600802.375000 Penalty: 4446.679199
	Iteration 20F: 3 clusters Score -600802.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -600913.000000 Penalty: 4446.679199
	Iteration 21Q: 3 clusters Score -600913 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -601006.437500 Penalty: 4446.679199
	Iteration 22Q: 3 clusters Score -601006.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -601087.875000 Penalty: 4446.679199
	Iteration 23Q: 3 clusters Score -601087.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -601179.187500 Penalty: 4446.679199
	Iteration 24Q: 3 clusters Score -601179.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -601263.750000 Penalty: 4446.679199
	Iteration 25Q: 3 clusters Score -601263.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -601332.625000 Penalty: 4446.679199
	Iteration 26Q: 3 clusters Score -601332.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -601385.062500 Penalty: 4446.679199
	Iteration 27Q: 3 clusters Score -601385.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -601414.187500 Penalty: 4446.679199
	Iteration 28Q: 3 clusters Score -601414.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -601437.875000 Penalty: 4446.679199
	Iteration 29Q: 3 clusters Score -601437.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -601455.312500 Penalty: 4446.679199
	Iteration 30Q: 3 clusters Score -601455.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -601469.312500 Penalty: 4446.679199
	Iteration 31Q: 3 clusters Score -601469.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -601482.250000 Penalty: 4446.679199
	Iteration 32Q: 3 clusters Score -601482.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -601490.000000 Penalty: 4446.679199
	Iteration 33Q: 3 clusters Score -601490 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -601492.937500 Penalty: 4446.679199
	Iteration 34Q: 3 clusters Score -601492.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -601497.625000 Penalty: 4446.679199
	Iteration 35Q: 3 clusters Score -601497.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -601498.750000 Penalty: 4446.679199
	Iteration 36Q: 3 clusters Score -601498.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -601501.062500 Penalty: 4446.679199
	Iteration 37Q: 3 clusters Score -601501.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -601502.312500 Penalty: 4446.679199
	Iteration 38Q: 3 clusters Score -601502.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -601504.937500 Penalty: 4446.679199
	Iteration 39Q: 3 clusters Score -601504.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -601504.562500 Penalty: 4446.679199
	Iteration 40F: 3 clusters Score -601504.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -601504.062500 Penalty: 4446.679199
	Iteration 41Q: 3 clusters Score -601504.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -601506.187500 Penalty: 4446.679199
	Iteration 42Q: 3 clusters Score -601506.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -601506.625000 Penalty: 4446.679199
	Iteration 43Q: 3 clusters Score -601506.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -601508.000000 Penalty: 4446.679199
	Iteration 44Q: 3 clusters Score -601508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -601508.437500 Penalty: 4446.679199
	Iteration 45Q: 3 clusters Score -601508.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -601508.437500 Penalty: 4446.679199
	Iteration 46F: 3 clusters Score -601508.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (4038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Entering Unmasked Estep 
Score: -293855.468750 Penalty: 2059.269287
	Iteration 0F: 2 clusters Score -293855.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -289961.843750 Penalty: 4118.538574
	Iteration 0F: 3 clusters Score -289961.8 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -290764.875000 Penalty: 4118.538574
	Iteration 1F: 3 clusters Score -290764.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -290986.093750 Penalty: 4118.538574
	Iteration 2F: 3 clusters Score -290986.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -291138.812500 Penalty: 4118.538574
	Iteration 3F: 3 clusters Score -291138.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -291245.937500 Penalty: 4118.538574
	Iteration 4Q: 3 clusters Score -291245.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -291332.937500 Penalty: 4118.538574
	Iteration 5Q: 3 clusters Score -291332.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -291389.343750 Penalty: 4118.538574
	Iteration 6Q: 3 clusters Score -291389.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -291433.937500 Penalty: 4118.538574
	Iteration 7Q: 3 clusters Score -291433.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -291468.750000 Penalty: 4118.538574
	Iteration 8Q: 3 clusters Score -291468.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -291503.750000 Penalty: 4118.538574
	Iteration 9Q: 3 clusters Score -291503.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -291537.031250 Penalty: 4118.538574
	Iteration 10Q: 3 clusters Score -291537 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -291574.937500 Penalty: 4118.538574
	Iteration 11Q: 3 clusters Score -291574.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -291605.968750 Penalty: 4118.538574
	Iteration 12Q: 3 clusters Score -291606 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -291628.343750 Penalty: 4118.538574
	Iteration 13Q: 3 clusters Score -291628.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -291643.593750 Penalty: 4118.538574
	Iteration 14Q: 3 clusters Score -291643.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -291662.375000 Penalty: 4118.538574
	Iteration 15Q: 3 clusters Score -291662.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -291681.687500 Penalty: 4118.538574
	Iteration 16Q: 3 clusters Score -291681.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -291700.218750 Penalty: 4118.538574
	Iteration 17Q: 3 clusters Score -291700.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -291720.593750 Penalty: 4118.538574
	Iteration 18Q: 3 clusters Score -291720.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -291740.375000 Penalty: 4118.538574
	Iteration 19Q: 3 clusters Score -291740.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -291761.062500 Penalty: 4118.538574
	Iteration 20F: 3 clusters Score -291761.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -291776.093750 Penalty: 4118.538574
	Iteration 21Q: 3 clusters Score -291776.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -291791.468750 Penalty: 4118.538574
	Iteration 22Q: 3 clusters Score -291791.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -291808.000000 Penalty: 4118.538574
	Iteration 23Q: 3 clusters Score -291808 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -291830.625000 Penalty: 4118.538574
	Iteration 24Q: 3 clusters Score -291830.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -291853.718750 Penalty: 4118.538574
	Iteration 25Q: 3 clusters Score -291853.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -291877.468750 Penalty: 4118.538574
	Iteration 26Q: 3 clusters Score -291877.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -291900.312500 Penalty: 4118.538574
	Iteration 27Q: 3 clusters Score -291900.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -291926.531250 Penalty: 4118.538574
	Iteration 28Q: 3 clusters Score -291926.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -291959.500000 Penalty: 4118.538574
	Iteration 29Q: 3 clusters Score -291959.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -291989.218750 Penalty: 4118.538574
	Iteration 30Q: 3 clusters Score -291989.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -292010.281250 Penalty: 4118.538574
	Iteration 31Q: 3 clusters Score -292010.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -292038.906250 Penalty: 4118.538574
	Iteration 32Q: 3 clusters Score -292038.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -292060.375000 Penalty: 4118.538574
	Iteration 33Q: 3 clusters Score -292060.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -292078.656250 Penalty: 4118.538574
	Iteration 34Q: 3 clusters Score -292078.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -292089.531250 Penalty: 4118.538574
	Iteration 35Q: 3 clusters Score -292089.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -292102.406250 Penalty: 4118.538574
	Iteration 36Q: 3 clusters Score -292102.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -292111.687500 Penalty: 4118.538574
	Iteration 37Q: 3 clusters Score -292111.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -292122.562500 Penalty: 4118.538574
	Iteration 38Q: 3 clusters Score -292122.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -292132.593750 Penalty: 4118.538574
	Iteration 39Q: 3 clusters Score -292132.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -292143.656250 Penalty: 4118.538574
	Iteration 40F: 3 clusters Score -292143.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -292154.062500 Penalty: 4118.538574
	Iteration 41Q: 3 clusters Score -292154.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -292168.531250 Penalty: 4118.538574
	Iteration 42Q: 3 clusters Score -292168.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -292186.687500 Penalty: 4118.538574
	Iteration 43Q: 3 clusters Score -292186.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -292198.031250 Penalty: 4118.538574
	Iteration 44Q: 3 clusters Score -292198 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -292205.312500 Penalty: 4118.538574
	Iteration 45Q: 3 clusters Score -292205.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -292207.343750 Penalty: 4118.538574
	Iteration 46Q: 3 clusters Score -292207.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -292208.281250 Penalty: 4118.538574
	Iteration 47Q: 3 clusters Score -292208.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -292211.625000 Penalty: 4118.538574
	Iteration 48Q: 3 clusters Score -292211.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -292213.343750 Penalty: 4118.538574
	Iteration 49Q: 3 clusters Score -292213.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -292213.906250 Penalty: 4118.538574
	Iteration 50Q: 3 clusters Score -292213.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -292215.218750 Penalty: 4118.538574
	Iteration 51Q: 3 clusters Score -292215.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -292216.281250 Penalty: 4118.538574
	Iteration 52Q: 3 clusters Score -292216.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -292216.281250 Penalty: 4118.538574
	Iteration 53F: 3 clusters Score -292216.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (531484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531484 members 
Entering Unmasked Estep 
Score: -41829992.000000 Penalty: 3269.490234
	Iteration 0F: 2 clusters Score -4.182999e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266037 members 
Mstep: Class 2 contains 265447 members 
Entering Unmasked Estep 
Score: -41470176.000000 Penalty: 6538.980469
	Iteration 0F: 3 clusters Score -4.147018e+07 nChanged 259692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266325 members 
Mstep: Class 2 contains 265159 members 
Entering Unmasked Estep 
Score: -41628008.000000 Penalty: 6538.980469
	Iteration 1F: 3 clusters Score -4.162801e+07 nChanged 13083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268102 members 
Mstep: Class 2 contains 263382 members 
Entering Unmasked Estep 
Score: -41630384.000000 Penalty: 6538.980469
	Iteration 2Q: 3 clusters Score -4.163038e+07 nChanged 13994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270764 members 
Mstep: Class 2 contains 260720 members 
Entering Unmasked Estep 
Score: -41633232.000000 Penalty: 6538.980469
	Iteration 3Q: 3 clusters Score -4.163323e+07 nChanged 15461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275017 members 
Mstep: Class 2 contains 256467 members 
Entering Unmasked Estep 
Score: -41637136.000000 Penalty: 6538.980469
	Iteration 4Q: 3 clusters Score -4.163714e+07 nChanged 17610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281683 members 
Mstep: Class 2 contains 249801 members 
Entering Unmasked Estep 
Score: -41642236.000000 Penalty: 6538.980469
	Iteration 5Q: 3 clusters Score -4.164224e+07 nChanged 20382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292049 members 
Mstep: Class 2 contains 239435 members 
Entering Unmasked Estep 
Score: -41650380.000000 Penalty: 6538.980469
	Iteration 6Q: 3 clusters Score -4.165038e+07 nChanged 24362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307575 members 
Mstep: Class 2 contains 223909 members 
Entering Unmasked Estep 
Score: -41662308.000000 Penalty: 6538.980469
	Iteration 7Q: 3 clusters Score -4.166231e+07 nChanged 28982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328651 members 
Mstep: Class 2 contains 202833 members 
Entering Unmasked Estep 
Score: -41679652.000000 Penalty: 6538.980469
	Iteration 8F: 3 clusters Score -4.167965e+07 nChanged 32451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353842 members 
Mstep: Class 2 contains 177642 members 
Entering Unmasked Estep 
Score: -41702284.000000 Penalty: 6538.980469
	Iteration 9F: 3 clusters Score -4.170228e+07 nChanged 32569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379331 members 
Mstep: Class 2 contains 152153 members 
Entering Unmasked Estep 
Score: -41725640.000000 Penalty: 6538.980469
	Iteration 10F: 3 clusters Score -4.172564e+07 nChanged 28746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401077 members 
Mstep: Class 2 contains 130407 members 
Entering Unmasked Estep 
Score: -41744924.000000 Penalty: 6538.980469
	Iteration 11F: 3 clusters Score -4.174492e+07 nChanged 23189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418508 members 
Mstep: Class 2 contains 112976 members 
Entering Unmasked Estep 
Score: -41758896.000000 Penalty: 6538.980469
	Iteration 12Q: 3 clusters Score -4.17589e+07 nChanged 17681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432749 members 
Mstep: Class 2 contains 98735 members 
Entering Unmasked Estep 
Score: -41768352.000000 Penalty: 6538.980469
	Iteration 13Q: 3 clusters Score -4.176835e+07 nChanged 13915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445220 members 
Mstep: Class 2 contains 86264 members 
Entering Unmasked Estep 
Score: -41775600.000000 Penalty: 6538.980469
	Iteration 14Q: 3 clusters Score -4.17756e+07 nChanged 12133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456967 members 
Mstep: Class 2 contains 74517 members 
Entering Unmasked Estep 
Score: -41782548.000000 Penalty: 6538.980469
	Iteration 15Q: 3 clusters Score -4.178255e+07 nChanged 11220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468113 members 
Mstep: Class 2 contains 63371 members 
Entering Unmasked Estep 
Score: -41789212.000000 Penalty: 6538.980469
	Iteration 16Q: 3 clusters Score -4.178921e+07 nChanged 10380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478473 members 
Mstep: Class 2 contains 53011 members 
Entering Unmasked Estep 
Score: -41795476.000000 Penalty: 6538.980469
	Iteration 17Q: 3 clusters Score -4.179548e+07 nChanged 9631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488080 members 
Mstep: Class 2 contains 43404 members 
Entering Unmasked Estep 
Score: -41801760.000000 Penalty: 6538.980469
	Iteration 18Q: 3 clusters Score -4.180176e+07 nChanged 8762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496822 members 
Mstep: Class 2 contains 34662 members 
Entering Unmasked Estep 
Score: -41807616.000000 Penalty: 6538.980469
	Iteration 19Q: 3 clusters Score -4.180762e+07 nChanged 7687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504481 members 
Mstep: Class 2 contains 27003 members 
Entering Unmasked Estep 
Score: -41813128.000000 Penalty: 6538.980469
	Iteration 20F: 3 clusters Score -4.181313e+07 nChanged 6340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510793 members 
Mstep: Class 2 contains 20691 members 
Entering Unmasked Estep 
Score: -41818104.000000 Penalty: 6538.980469
	Iteration 21Q: 3 clusters Score -4.18181e+07 nChanged 4885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515624 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
Score: -41821612.000000 Penalty: 6538.980469
	Iteration 22Q: 3 clusters Score -4.182161e+07 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519000 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -41823792.000000 Penalty: 6538.980469
	Iteration 23Q: 3 clusters Score -4.182379e+07 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521282 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -41825236.000000 Penalty: 6538.980469
	Iteration 24Q: 3 clusters Score -4.182524e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522848 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -41826500.000000 Penalty: 6538.980469
	Iteration 25Q: 3 clusters Score -4.18265e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523851 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -41827568.000000 Penalty: 6538.980469
	Iteration 26Q: 3 clusters Score -4.182757e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524461 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -41828344.000000 Penalty: 6538.980469
	Iteration 27Q: 3 clusters Score -4.182834e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524795 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -41828880.000000 Penalty: 6538.980469
	Iteration 28Q: 3 clusters Score -4.182888e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524900 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -41829204.000000 Penalty: 6538.980469
	Iteration 29Q: 3 clusters Score -4.18292e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524872 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -41829404.000000 Penalty: 6538.980469
	Iteration 30Q: 3 clusters Score -4.18294e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524819 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -41829568.000000 Penalty: 6538.980469
	Iteration 31Q: 3 clusters Score -4.182957e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524754 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -41829696.000000 Penalty: 6538.980469
	Iteration 32Q: 3 clusters Score -4.18297e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524715 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -41829648.000000 Penalty: 6538.980469
	Iteration 33Q: 3 clusters Score -4.182965e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524729 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -41829692.000000 Penalty: 6538.980469
	Iteration 34Q: 3 clusters Score -4.182969e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524733 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -41829716.000000 Penalty: 6538.980469
	Iteration 35Q: 3 clusters Score -4.182972e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524736 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -41829720.000000 Penalty: 6538.980469
	Iteration 36Q: 3 clusters Score -4.182972e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524726 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -41829680.000000 Penalty: 6538.980469
	Iteration 37Q: 3 clusters Score -4.182968e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524707 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -41829716.000000 Penalty: 6538.980469
	Iteration 38Q: 3 clusters Score -4.182972e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524705 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -41829712.000000 Penalty: 6538.980469
	Iteration 39Q: 3 clusters Score -4.182971e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524686 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -41829824.000000 Penalty: 6538.980469
	Iteration 40F: 3 clusters Score -4.182982e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524574 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -41829784.000000 Penalty: 6538.980469
	Iteration 41Q: 3 clusters Score -4.182978e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524496 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -41829856.000000 Penalty: 6538.980469
	Iteration 42Q: 3 clusters Score -4.182986e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524425 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -41829908.000000 Penalty: 6538.980469
	Iteration 43Q: 3 clusters Score -4.182991e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524340 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -41829940.000000 Penalty: 6538.980469
	Iteration 44Q: 3 clusters Score -4.182994e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524281 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -41829972.000000 Penalty: 6538.980469
	Iteration 45Q: 3 clusters Score -4.182997e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524226 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -41830016.000000 Penalty: 6538.980469
	Iteration 46Q: 3 clusters Score -4.183002e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524184 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -41830024.000000 Penalty: 6538.980469
	Iteration 47Q: 3 clusters Score -4.183002e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524143 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -41829984.000000 Penalty: 6538.980469
	Iteration 48Q: 3 clusters Score -4.182998e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524117 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -41829976.000000 Penalty: 6538.980469
	Iteration 49Q: 3 clusters Score -4.182998e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524099 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -41829988.000000 Penalty: 6538.980469
	Iteration 50Q: 3 clusters Score -4.182999e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524071 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -41829984.000000 Penalty: 6538.980469
	Iteration 51Q: 3 clusters Score -4.182998e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524050 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -41829996.000000 Penalty: 6538.980469
	Iteration 52Q: 3 clusters Score -4.183e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524018 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -41829956.000000 Penalty: 6538.980469
	Iteration 53Q: 3 clusters Score -4.182996e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523994 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -41829976.000000 Penalty: 6538.980469
	Iteration 54Q: 3 clusters Score -4.182998e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523973 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -41829984.000000 Penalty: 6538.980469
	Iteration 55Q: 3 clusters Score -4.182998e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523951 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -41830004.000000 Penalty: 6538.980469
	Iteration 56Q: 3 clusters Score -4.183e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523930 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -41830012.000000 Penalty: 6538.980469
	Iteration 57Q: 3 clusters Score -4.183001e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523911 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -41829988.000000 Penalty: 6538.980469
	Iteration 58Q: 3 clusters Score -4.182999e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523898 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -41829992.000000 Penalty: 6538.980469
	Iteration 59Q: 3 clusters Score -4.182999e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523885 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -41829980.000000 Penalty: 6538.980469
	Iteration 60F: 3 clusters Score -4.182998e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523874 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -41829988.000000 Penalty: 6538.980469
	Iteration 61Q: 3 clusters Score -4.182999e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523858 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -41829972.000000 Penalty: 6538.980469
	Iteration 62Q: 3 clusters Score -4.182997e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523849 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -41829976.000000 Penalty: 6538.980469
	Iteration 63Q: 3 clusters Score -4.182998e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523837 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -41829984.000000 Penalty: 6538.980469
	Iteration 64Q: 3 clusters Score -4.182998e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523827 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -41829984.000000 Penalty: 6538.980469
	Iteration 65Q: 3 clusters Score -4.182998e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523821 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -41830008.000000 Penalty: 6538.980469
	Iteration 66Q: 3 clusters Score -4.183001e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523813 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -41830016.000000 Penalty: 6538.980469
	Iteration 67Q: 3 clusters Score -4.183002e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523805 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -41830000.000000 Penalty: 6538.980469
	Iteration 68Q: 3 clusters Score -4.183e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523801 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -41830012.000000 Penalty: 6538.980469
	Iteration 69Q: 3 clusters Score -4.183001e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523797 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -41829984.000000 Penalty: 6538.980469
	Iteration 70Q: 3 clusters Score -4.182998e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523795 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -41829996.000000 Penalty: 6538.980469
	Iteration 71Q: 3 clusters Score -4.183e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523796 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -41830008.000000 Penalty: 6538.980469
	Iteration 72Q: 3 clusters Score -4.183001e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523795 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -41829984.000000 Penalty: 6538.980469
	Iteration 73Q: 3 clusters Score -4.182998e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523794 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -41830004.000000 Penalty: 6538.980469
	Iteration 74Q: 3 clusters Score -4.183e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523793 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -41830004.000000 Penalty: 6538.980469
	Iteration 75Q: 3 clusters Score -4.183e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523792 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -41830012.000000 Penalty: 6538.980469
	Iteration 76Q: 3 clusters Score -4.183001e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523790 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -41830020.000000 Penalty: 6538.980469
	Iteration 77Q: 3 clusters Score -4.183002e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523789 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -41830012.000000 Penalty: 6538.980469
	Iteration 78Q: 3 clusters Score -4.183001e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523790 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -41830008.000000 Penalty: 6538.980469
	Iteration 79Q: 3 clusters Score -4.183001e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523791 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -41830000.000000 Penalty: 6538.980469
	Iteration 80F: 3 clusters Score -4.183e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 120820 members 
Mstep: Class 2 contains 47419 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 152071 members 
Mstep: Class 5 contains 8897 members 
Mstep: Class 6 contains 9624 members 
Mstep: Class 7 contains 32578 members 
Mstep: Class 8 contains 3237 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 3398 members 
Mstep: Class 11 contains 8131 members 
Mstep: Class 12 contains 13839 members 
Mstep: Class 13 contains 61370 members 
Mstep: Class 14 contains 2408 members 
Mstep: Class 15 contains 23361 members 
Mstep: Class 16 contains 4318 members 
Mstep: Class 17 contains 16390 members 
Mstep: Class 18 contains 75900 members 
Mstep: Class 19 contains 8720 members 
Mstep: Class 20 contains 21564 members 
Mstep: Class 21 contains 23608 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2243 members 
Mstep: Class 24 contains 61191 members 
Mstep: Class 25 contains 15502 members 
Mstep: Class 26 contains 4786 members 
Mstep: Class 27 contains 61613 members 
Mstep: Class 28 contains 5580 members 
Mstep: Class 29 contains 6233 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 77373 members 
Mstep: Class 32 contains 5007 members 
Mstep: Class 33 contains 7825 members 
Mstep: Class 34 contains 4038 members 
Mstep: Class 35 contains 523791 members 
Mstep: Class 36 contains 26816 members 
Mstep: Class 37 contains 7693 members 
Entering Unmasked Estep 
Score: -111988208.000000 Penalty: 130263.085938
Splitting cluster 35 changes total score from -111988864.000000 to -111988208.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (26816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26816 members 
Entering Unmasked Estep 
Score: -2200276.750000 Penalty: 2528.795166
	Iteration 0F: 2 clusters Score -2200277 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -2181804.000000 Penalty: 5057.590332
	Iteration 0F: 3 clusters Score -2181804 nChanged 12064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -2188330.000000 Penalty: 5057.590332
	Iteration 1F: 3 clusters Score -2188330 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -2188847.250000 Penalty: 5057.590332
	Iteration 2F: 3 clusters Score -2188847 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 15675 members 
Entering Unmasked Estep 
Score: -2189355.250000 Penalty: 5057.590332
	Iteration 3Q: 3 clusters Score -2189355 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 16625 members 
Entering Unmasked Estep 
Score: -2189960.250000 Penalty: 5057.590332
	Iteration 4F: 3 clusters Score -2189960 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 17854 members 
Entering Unmasked Estep 
Score: -2190761.750000 Penalty: 5057.590332
	Iteration 5F: 3 clusters Score -2190762 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 19344 members 
Entering Unmasked Estep 
Score: -2191813.000000 Penalty: 5057.590332
	Iteration 6F: 3 clusters Score -2191813 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 21011 members 
Entering Unmasked Estep 
Score: -2193175.250000 Penalty: 5057.590332
	Iteration 7F: 3 clusters Score -2193175 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 22703 members 
Entering Unmasked Estep 
Score: -2194746.250000 Penalty: 5057.590332
	Iteration 8F: 3 clusters Score -2194746 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 24075 members 
Entering Unmasked Estep 
Score: -2195979.500000 Penalty: 5057.590332
	Iteration 9F: 3 clusters Score -2195980 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 25012 members 
Entering Unmasked Estep 
Score: -2196817.750000 Penalty: 5057.590332
	Iteration 10Q: 3 clusters Score -2196818 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 25581 members 
Entering Unmasked Estep 
Score: -2197314.500000 Penalty: 5057.590332
	Iteration 11Q: 3 clusters Score -2197314 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 25892 members 
Entering Unmasked Estep 
Score: -2197581.500000 Penalty: 5057.590332
	Iteration 12Q: 3 clusters Score -2197582 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 26076 members 
Entering Unmasked Estep 
Score: -2197764.500000 Penalty: 5057.590332
	Iteration 13Q: 3 clusters Score -2197764 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 26178 members 
Entering Unmasked Estep 
Score: -2197880.500000 Penalty: 5057.590332
	Iteration 14Q: 3 clusters Score -2197880 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 26245 members 
Entering Unmasked Estep 
Score: -2197967.250000 Penalty: 5057.590332
	Iteration 15Q: 3 clusters Score -2197967 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 26277 members 
Entering Unmasked Estep 
Score: -2198014.750000 Penalty: 5057.590332
	Iteration 16Q: 3 clusters Score -2198015 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 26303 members 
Entering Unmasked Estep 
Score: -2198060.000000 Penalty: 5057.590332
	Iteration 17Q: 3 clusters Score -2198060 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 26321 members 
Entering Unmasked Estep 
Score: -2198080.500000 Penalty: 5057.590332
	Iteration 18Q: 3 clusters Score -2198080 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 26333 members 
Entering Unmasked Estep 
Score: -2198103.250000 Penalty: 5057.590332
	Iteration 19Q: 3 clusters Score -2198103 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 26342 members 
Entering Unmasked Estep 
Score: -2198109.500000 Penalty: 5057.590332
	Iteration 20F: 3 clusters Score -2198110 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 26345 members 
Entering Unmasked Estep 
Score: -2198117.250000 Penalty: 5057.590332
	Iteration 21Q: 3 clusters Score -2198117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 26346 members 
Entering Unmasked Estep 
Score: -2198120.750000 Penalty: 5057.590332
	Iteration 22Q: 3 clusters Score -2198121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 26348 members 
Entering Unmasked Estep 
Score: -2198120.000000 Penalty: 5057.590332
	Iteration 23Q: 3 clusters Score -2198120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 26349 members 
Entering Unmasked Estep 
Score: -2198118.750000 Penalty: 5057.590332
	Iteration 24Q: 3 clusters Score -2198119 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 26349 members 
Entering Unmasked Estep 
Score: -2198118.750000 Penalty: 5057.590332
	Iteration 25F: 3 clusters Score -2198119 nChanged 0
20->37 Clusters: Score -111988864.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
--- Clustering full data set of 1463094 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73140 members 
Mstep: Class 2 contains 73159 members 
Mstep: Class 3 contains 73422 members 
Mstep: Class 4 contains 73091 members 
Mstep: Class 5 contains 72892 members 
Mstep: Class 6 contains 73586 members 
Mstep: Class 7 contains 73321 members 
Mstep: Class 8 contains 72814 members 
Mstep: Class 9 contains 73230 members 
Mstep: Class 10 contains 73371 members 
Mstep: Class 11 contains 73049 members 
Mstep: Class 12 contains 73041 members 
Mstep: Class 13 contains 73253 members 
Mstep: Class 14 contains 73256 members 
Mstep: Class 15 contains 72991 members 
Mstep: Class 16 contains 73286 members 
Mstep: Class 17 contains 73521 members 
Mstep: Class 18 contains 72980 members 
Mstep: Class 19 contains 72748 members 
Mstep: Class 20 contains 72943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 976.920471 but Gain 3520.625000
Score: -104322784.000000 Penalty: 66891.851562
Iteration 0F: 20 clusters Score -1.043228e+08 nChanged 1382115
Entering Unmasked Mstep 
Mstep: Class 0 contains 354 members 
Mstep: Class 1 contains 51154 members 
Mstep: Class 2 contains 86580 members 
Mstep: Class 3 contains 94547 members 
Mstep: Class 4 contains 43324 members 
Mstep: Class 5 contains 85028 members 
Mstep: Class 6 contains 85426 members 
Mstep: Class 7 contains 45325 members 
Mstep: Class 8 contains 66927 members 
Mstep: Class 9 contains 74695 members 
Mstep: Class 10 contains 76159 members 
Mstep: Class 11 contains 127322 members 
Mstep: Class 12 contains 43590 members 
Mstep: Class 13 contains 56181 members 
Mstep: Class 15 contains 44366 members 
Mstep: Class 16 contains 80669 members 
Mstep: Class 17 contains 80828 members 
Mstep: Class 18 contains 49013 members 
Mstep: Class 19 contains 51513 members 
Mstep: Class 20 contains 220093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108787512.000000 Penalty: 66891.851562
Iteration 1F: 20 clusters Score -1.087875e+08 nChanged 540273
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 28717 members 
Mstep: Class 2 contains 67427 members 
Mstep: Class 3 contains 116551 members 
Mstep: Class 4 contains 35316 members 
Mstep: Class 5 contains 92612 members 
Mstep: Class 6 contains 97895 members 
Mstep: Class 7 contains 24733 members 
Mstep: Class 8 contains 54746 members 
Mstep: Class 9 contains 87537 members 
Mstep: Class 10 contains 62123 members 
Mstep: Class 11 contains 209278 members 
Mstep: Class 12 contains 31128 members 
Mstep: Class 13 contains 48329 members 
Mstep: Class 15 contains 24924 members 
Mstep: Class 16 contains 73589 members 
Mstep: Class 17 contains 89871 members 
Mstep: Class 18 contains 36763 members 
Mstep: Class 19 contains 38129 members 
Mstep: Class 20 contains 243303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109843344.000000 Penalty: 66891.851562
Iteration 2F: 20 clusters Score -1.098433e+08 nChanged 413384
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 56596 members 
Mstep: Class 3 contains 129886 members 
Mstep: Class 4 contains 27801 members 
Mstep: Class 5 contains 93708 members 
Mstep: Class 6 contains 110190 members 
Mstep: Class 7 contains 14242 members 
Mstep: Class 8 contains 40260 members 
Mstep: Class 9 contains 135577 members 
Mstep: Class 10 contains 50416 members 
Mstep: Class 11 contains 270130 members 
Mstep: Class 12 contains 21550 members 
Mstep: Class 13 contains 34802 members 
Mstep: Class 15 contains 18131 members 
Mstep: Class 16 contains 51837 members 
Mstep: Class 17 contains 89772 members 
Mstep: Class 18 contains 24514 members 
Mstep: Class 19 contains 36399 members 
Mstep: Class 20 contains 242296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110481128.000000 Penalty: 66891.851562
Iteration 3F: 20 clusters Score -1.104811e+08 nChanged 314471
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 46445 members 
Mstep: Class 3 contains 144666 members 
Mstep: Class 4 contains 22355 members 
Mstep: Class 5 contains 99813 members 
Mstep: Class 6 contains 121652 members 
Mstep: Class 7 contains 8314 members 
Mstep: Class 8 contains 27263 members 
Mstep: Class 9 contains 184471 members 
Mstep: Class 10 contains 41513 members 
Mstep: Class 11 contains 302873 members 
Mstep: Class 12 contains 16304 members 
Mstep: Class 13 contains 20193 members 
Mstep: Class 15 contains 16764 members 
Mstep: Class 16 contains 33808 members 
Mstep: Class 17 contains 78181 members 
Mstep: Class 18 contains 15577 members 
Mstep: Class 19 contains 41171 members 
Mstep: Class 20 contains 231363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110865648.000000 Penalty: 66891.851562
Iteration 4F: 20 clusters Score -1.108656e+08 nChanged 224457
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 39797 members 
Mstep: Class 3 contains 165835 members 
Mstep: Class 4 contains 19387 members 
Mstep: Class 5 contains 107278 members 
Mstep: Class 6 contains 131884 members 
Mstep: Class 7 contains 5544 members 
Mstep: Class 8 contains 16853 members 
Mstep: Class 9 contains 208347 members 
Mstep: Class 10 contains 34153 members 
Mstep: Class 11 contains 315412 members 
Mstep: Class 12 contains 14918 members 
Mstep: Class 13 contains 11199 members 
Mstep: Class 15 contains 15979 members 
Mstep: Class 16 contains 26020 members 
Mstep: Class 17 contains 63253 members 
Mstep: Class 18 contains 13065 members 
Mstep: Class 19 contains 47881 members 
Mstep: Class 20 contains 216037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111094296.000000 Penalty: 66891.851562
Iteration 5F: 20 clusters Score -1.110943e+08 nChanged 166416
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 35629 members 
Mstep: Class 3 contains 190844 members 
Mstep: Class 4 contains 18003 members 
Mstep: Class 5 contains 111770 members 
Mstep: Class 6 contains 142522 members 
Mstep: Class 7 contains 4561 members 
Mstep: Class 8 contains 10374 members 
Mstep: Class 9 contains 215666 members 
Mstep: Class 10 contains 28429 members 
Mstep: Class 11 contains 316481 members 
Mstep: Class 12 contains 15461 members 
Mstep: Class 13 contains 7399 members 
Mstep: Class 15 contains 15070 members 
Mstep: Class 16 contains 26184 members 
Mstep: Class 17 contains 48000 members 
Mstep: Class 18 contains 13566 members 
Mstep: Class 19 contains 53220 members 
Mstep: Class 20 contains 199213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111246784.000000 Penalty: 66891.851562
Iteration 6F: 20 clusters Score -1.112468e+08 nChanged 131072
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 32880 members 
Mstep: Class 3 contains 218745 members 
Mstep: Class 4 contains 17560 members 
Mstep: Class 5 contains 113945 members 
Mstep: Class 6 contains 153532 members 
Mstep: Class 7 contains 4523 members 
Mstep: Class 8 contains 7342 members 
Mstep: Class 9 contains 214625 members 
Mstep: Class 10 contains 23805 members 
Mstep: Class 11 contains 310401 members 
Mstep: Class 12 contains 16561 members 
Mstep: Class 13 contains 6476 members 
Mstep: Class 15 contains 14412 members 
Mstep: Class 16 contains 29502 members 
Mstep: Class 17 contains 35463 members 
Mstep: Class 18 contains 13961 members 
Mstep: Class 19 contains 56744 members 
Mstep: Class 20 contains 181508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111357952.000000 Penalty: 66891.851562
Iteration 7F: 20 clusters Score -1.11358e+08 nChanged 109140
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 30882 members 
Mstep: Class 3 contains 248829 members 
Mstep: Class 4 contains 17655 members 
Mstep: Class 5 contains 114976 members 
Mstep: Class 6 contains 164433 members 
Mstep: Class 7 contains 4951 members 
Mstep: Class 8 contains 6459 members 
Mstep: Class 9 contains 208814 members 
Mstep: Class 10 contains 20074 members 
Mstep: Class 11 contains 299999 members 
Mstep: Class 12 contains 18173 members 
Mstep: Class 13 contains 7177 members 
Mstep: Class 15 contains 13902 members 
Mstep: Class 16 contains 32712 members 
Mstep: Class 17 contains 27054 members 
Mstep: Class 18 contains 13589 members 
Mstep: Class 19 contains 59336 members 
Mstep: Class 20 contains 162614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111439344.000000 Penalty: 66891.851562
Iteration 8F: 20 clusters Score -1.114393e+08 nChanged 93575
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 29209 members 
Mstep: Class 3 contains 279500 members 
Mstep: Class 4 contains 17927 members 
Mstep: Class 5 contains 115394 members 
Mstep: Class 6 contains 174098 members 
Mstep: Class 7 contains 5735 members 
Mstep: Class 8 contains 6714 members 
Mstep: Class 9 contains 201463 members 
Mstep: Class 10 contains 17235 members 
Mstep: Class 11 contains 287363 members 
Mstep: Class 12 contains 20946 members 
Mstep: Class 13 contains 8521 members 
Mstep: Class 15 contains 13513 members 
Mstep: Class 16 contains 34878 members 
Mstep: Class 17 contains 22033 members 
Mstep: Class 18 contains 13094 members 
Mstep: Class 19 contains 61129 members 
Mstep: Class 20 contains 142664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111501600.000000 Penalty: 66891.851562
Iteration 9F: 20 clusters Score -1.115016e+08 nChanged 83453
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 27665 members 
Mstep: Class 3 contains 309913 members 
Mstep: Class 4 contains 18271 members 
Mstep: Class 5 contains 115398 members 
Mstep: Class 6 contains 182732 members 
Mstep: Class 7 contains 6846 members 
Mstep: Class 8 contains 7550 members 
Mstep: Class 9 contains 193738 members 
Mstep: Class 10 contains 15390 members 
Mstep: Class 11 contains 273816 members 
Mstep: Class 12 contains 24615 members 
Mstep: Class 13 contains 9849 members 
Mstep: Class 15 contains 13241 members 
Mstep: Class 16 contains 36165 members 
Mstep: Class 17 contains 19157 members 
Mstep: Class 18 contains 12947 members 
Mstep: Class 19 contains 62532 members 
Mstep: Class 20 contains 121490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111558168.000000 Penalty: 66891.851562
Iteration 10F: 20 clusters Score -1.115582e+08 nChanged 76933
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 26154 members 
Mstep: Class 3 contains 340273 members 
Mstep: Class 4 contains 18547 members 
Mstep: Class 5 contains 115456 members 
Mstep: Class 6 contains 190282 members 
Mstep: Class 7 contains 8161 members 
Mstep: Class 8 contains 8733 members 
Mstep: Class 9 contains 184800 members 
Mstep: Class 10 contains 14453 members 
Mstep: Class 11 contains 260405 members 
Mstep: Class 12 contains 28765 members 
Mstep: Class 13 contains 11048 members 
Mstep: Class 15 contains 13039 members 
Mstep: Class 16 contains 36963 members 
Mstep: Class 17 contains 17438 members 
Mstep: Class 18 contains 12958 members 
Mstep: Class 19 contains 63511 members 
Mstep: Class 20 contains 100349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111607824.000000 Penalty: 66891.851562
Iteration 11F: 20 clusters Score -1.116078e+08 nChanged 71041
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 24669 members 
Mstep: Class 3 contains 370590 members 
Mstep: Class 4 contains 18764 members 
Mstep: Class 5 contains 115742 members 
Mstep: Class 6 contains 196837 members 
Mstep: Class 7 contains 9225 members 
Mstep: Class 8 contains 10056 members 
Mstep: Class 9 contains 174811 members 
Mstep: Class 10 contains 14213 members 
Mstep: Class 11 contains 246654 members 
Mstep: Class 12 contains 32623 members 
Mstep: Class 13 contains 12058 members 
Mstep: Class 15 contains 12852 members 
Mstep: Class 16 contains 37523 members 
Mstep: Class 17 contains 16428 members 
Mstep: Class 18 contains 12968 members 
Mstep: Class 19 contains 63954 members 
Mstep: Class 20 contains 81411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111654672.000000 Penalty: 66891.851562
Iteration 12Q: 20 clusters Score -1.116547e+08 nChanged 65521
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 23376 members 
Mstep: Class 3 contains 401064 members 
Mstep: Class 4 contains 18967 members 
Mstep: Class 5 contains 116094 members 
Mstep: Class 6 contains 202176 members 
Mstep: Class 7 contains 10023 members 
Mstep: Class 8 contains 11378 members 
Mstep: Class 9 contains 163795 members 
Mstep: Class 10 contains 14361 members 
Mstep: Class 11 contains 232334 members 
Mstep: Class 12 contains 35888 members 
Mstep: Class 13 contains 12854 members 
Mstep: Class 15 contains 12688 members 
Mstep: Class 16 contains 37872 members 
Mstep: Class 17 contains 15705 members 
Mstep: Class 18 contains 12921 members 
Mstep: Class 19 contains 63944 members 
Mstep: Class 20 contains 65961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111694888.000000 Penalty: 66891.851562
Iteration 13Q: 20 clusters Score -1.116949e+08 nChanged 59761
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 22368 members 
Mstep: Class 3 contains 431812 members 
Mstep: Class 4 contains 19187 members 
Mstep: Class 5 contains 116134 members 
Mstep: Class 6 contains 206049 members 
Mstep: Class 7 contains 10667 members 
Mstep: Class 8 contains 12655 members 
Mstep: Class 9 contains 152104 members 
Mstep: Class 10 contains 14636 members 
Mstep: Class 11 contains 217576 members 
Mstep: Class 12 contains 38314 members 
Mstep: Class 13 contains 13380 members 
Mstep: Class 15 contains 12547 members 
Mstep: Class 16 contains 38069 members 
Mstep: Class 17 contains 15143 members 
Mstep: Class 18 contains 12917 members 
Mstep: Class 19 contains 63566 members 
Mstep: Class 20 contains 54252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111729128.000000 Penalty: 66891.851562
Iteration 14Q: 20 clusters Score -1.117291e+08 nChanged 53447
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 21608 members 
Mstep: Class 3 contains 461494 members 
Mstep: Class 4 contains 19269 members 
Mstep: Class 5 contains 115805 members 
Mstep: Class 6 contains 208607 members 
Mstep: Class 7 contains 11104 members 
Mstep: Class 8 contains 13765 members 
Mstep: Class 9 contains 140637 members 
Mstep: Class 10 contains 15018 members 
Mstep: Class 11 contains 203487 members 
Mstep: Class 12 contains 39984 members 
Mstep: Class 13 contains 13567 members 
Mstep: Class 15 contains 12443 members 
Mstep: Class 16 contains 38173 members 
Mstep: Class 17 contains 14656 members 
Mstep: Class 18 contains 12896 members 
Mstep: Class 19 contains 62983 members 
Mstep: Class 20 contains 45814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111760568.000000 Penalty: 66891.851562
Iteration 15Q: 20 clusters Score -1.117606e+08 nChanged 46874
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 21055 members 
Mstep: Class 3 contains 488802 members 
Mstep: Class 4 contains 19184 members 
Mstep: Class 5 contains 115128 members 
Mstep: Class 6 contains 210072 members 
Mstep: Class 7 contains 11435 members 
Mstep: Class 8 contains 14713 members 
Mstep: Class 9 contains 129876 members 
Mstep: Class 10 contains 15380 members 
Mstep: Class 11 contains 190774 members 
Mstep: Class 12 contains 40996 members 
Mstep: Class 13 contains 13493 members 
Mstep: Class 15 contains 12343 members 
Mstep: Class 16 contains 38281 members 
Mstep: Class 17 contains 14292 members 
Mstep: Class 18 contains 12918 members 
Mstep: Class 19 contains 62338 members 
Mstep: Class 20 contains 40122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111787424.000000 Penalty: 66891.851562
Iteration 16Q: 20 clusters Score -1.117874e+08 nChanged 39681
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 20656 members 
Mstep: Class 3 contains 512582 members 
Mstep: Class 4 contains 18981 members 
Mstep: Class 5 contains 114130 members 
Mstep: Class 6 contains 210728 members 
Mstep: Class 7 contains 11689 members 
Mstep: Class 8 contains 15459 members 
Mstep: Class 9 contains 120229 members 
Mstep: Class 10 contains 15610 members 
Mstep: Class 11 contains 180278 members 
Mstep: Class 12 contains 41659 members 
Mstep: Class 13 contains 13265 members 
Mstep: Class 15 contains 12273 members 
Mstep: Class 16 contains 38275 members 
Mstep: Class 17 contains 14064 members 
Mstep: Class 18 contains 12896 members 
Mstep: Class 19 contains 61737 members 
Mstep: Class 20 contains 36569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111808480.000000 Penalty: 66891.851562
Iteration 17Q: 20 clusters Score -1.118085e+08 nChanged 33058
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 20363 members 
Mstep: Class 3 contains 532309 members 
Mstep: Class 4 contains 18700 members 
Mstep: Class 5 contains 113100 members 
Mstep: Class 6 contains 210813 members 
Mstep: Class 7 contains 11875 members 
Mstep: Class 8 contains 16017 members 
Mstep: Class 9 contains 112294 members 
Mstep: Class 10 contains 15804 members 
Mstep: Class 11 contains 171689 members 
Mstep: Class 12 contains 42196 members 
Mstep: Class 13 contains 12932 members 
Mstep: Class 15 contains 12203 members 
Mstep: Class 16 contains 38245 members 
Mstep: Class 17 contains 13993 members 
Mstep: Class 18 contains 12828 members 
Mstep: Class 19 contains 61279 members 
Mstep: Class 20 contains 34309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111824464.000000 Penalty: 66891.851562
Iteration 18Q: 20 clusters Score -1.118245e+08 nChanged 26605
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 20101 members 
Mstep: Class 3 contains 547853 members 
Mstep: Class 4 contains 18389 members 
Mstep: Class 5 contains 112406 members 
Mstep: Class 6 contains 210517 members 
Mstep: Class 7 contains 12039 members 
Mstep: Class 8 contains 16395 members 
Mstep: Class 9 contains 106191 members 
Mstep: Class 10 contains 15894 members 
Mstep: Class 11 contains 165041 members 
Mstep: Class 12 contains 42638 members 
Mstep: Class 13 contains 12537 members 
Mstep: Class 15 contains 12140 members 
Mstep: Class 16 contains 38210 members 
Mstep: Class 17 contains 13923 members 
Mstep: Class 18 contains 12726 members 
Mstep: Class 19 contains 60948 members 
Mstep: Class 20 contains 32862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111836832.000000 Penalty: 66891.851562
Iteration 19Q: 20 clusters Score -1.118368e+08 nChanged 20759
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 19872 members 
Mstep: Class 3 contains 559587 members 
Mstep: Class 4 contains 18082 members 
Mstep: Class 5 contains 111833 members 
Mstep: Class 6 contains 209976 members 
Mstep: Class 7 contains 12161 members 
Mstep: Class 8 contains 16667 members 
Mstep: Class 9 contains 101545 members 
Mstep: Class 10 contains 15973 members 
Mstep: Class 11 contains 160422 members 
Mstep: Class 12 contains 43077 members 
Mstep: Class 13 contains 12191 members 
Mstep: Class 15 contains 12079 members 
Mstep: Class 16 contains 38194 members 
Mstep: Class 17 contains 13878 members 
Mstep: Class 18 contains 12611 members 
Mstep: Class 19 contains 60733 members 
Mstep: Class 20 contains 31780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111844880.000000 Penalty: 66891.851562
Iteration 20F: 20 clusters Score -1.118449e+08 nChanged 16429
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 19568 members 
Mstep: Class 3 contains 568654 members 
Mstep: Class 4 contains 17779 members 
Mstep: Class 5 contains 111134 members 
Mstep: Class 6 contains 209251 members 
Mstep: Class 7 contains 12258 members 
Mstep: Class 8 contains 17059 members 
Mstep: Class 9 contains 98013 members 
Mstep: Class 10 contains 16069 members 
Mstep: Class 11 contains 157276 members 
Mstep: Class 12 contains 43541 members 
Mstep: Class 13 contains 11852 members 
Mstep: Class 15 contains 12037 members 
Mstep: Class 16 contains 38185 members 
Mstep: Class 17 contains 13832 members 
Mstep: Class 18 contains 12497 members 
Mstep: Class 19 contains 60621 members 
Mstep: Class 20 contains 30905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111848648.000000 Penalty: 66891.851562
Iteration 21Q: 20 clusters Score -1.118486e+08 nChanged 12275
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 19294 members 
Mstep: Class 3 contains 575167 members 
Mstep: Class 4 contains 17543 members 
Mstep: Class 5 contains 110406 members 
Mstep: Class 6 contains 208514 members 
Mstep: Class 7 contains 12334 members 
Mstep: Class 8 contains 17221 members 
Mstep: Class 9 contains 95422 members 
Mstep: Class 10 contains 16134 members 
Mstep: Class 11 contains 155625 members 
Mstep: Class 12 contains 43853 members 
Mstep: Class 13 contains 11539 members 
Mstep: Class 15 contains 12006 members 
Mstep: Class 16 contains 38175 members 
Mstep: Class 17 contains 13796 members 
Mstep: Class 18 contains 12456 members 
Mstep: Class 19 contains 60596 members 
Mstep: Class 20 contains 30333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111851032.000000 Penalty: 66891.851562
Iteration 22Q: 20 clusters Score -1.11851e+08 nChanged 9397
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 19060 members 
Mstep: Class 3 contains 580006 members 
Mstep: Class 4 contains 17341 members 
Mstep: Class 5 contains 109805 members 
Mstep: Class 6 contains 207773 members 
Mstep: Class 7 contains 12410 members 
Mstep: Class 8 contains 17257 members 
Mstep: Class 9 contains 93398 members 
Mstep: Class 10 contains 16213 members 
Mstep: Class 11 contains 154791 members 
Mstep: Class 12 contains 44075 members 
Mstep: Class 13 contains 11223 members 
Mstep: Class 15 contains 11977 members 
Mstep: Class 16 contains 38194 members 
Mstep: Class 17 contains 13764 members 
Mstep: Class 18 contains 12460 members 
Mstep: Class 19 contains 60615 members 
Mstep: Class 20 contains 29946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111851840.000000 Penalty: 66891.851562
Iteration 23Q: 20 clusters Score -1.118518e+08 nChanged 7512
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 18867 members 
Mstep: Class 3 contains 583883 members 
Mstep: Class 4 contains 17157 members 
Mstep: Class 5 contains 109316 members 
Mstep: Class 6 contains 207024 members 
Mstep: Class 7 contains 12491 members 
Mstep: Class 8 contains 17164 members 
Mstep: Class 9 contains 91709 members 
Mstep: Class 10 contains 16331 members 
Mstep: Class 11 contains 154417 members 
Mstep: Class 12 contains 44256 members 
Mstep: Class 13 contains 10928 members 
Mstep: Class 15 contains 11943 members 
Mstep: Class 16 contains 38200 members 
Mstep: Class 17 contains 13736 members 
Mstep: Class 18 contains 12490 members 
Mstep: Class 19 contains 60669 members 
Mstep: Class 20 contains 29652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111852416.000000 Penalty: 66891.851562
Iteration 24Q: 20 clusters Score -1.118524e+08 nChanged 6331
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 18719 members 
Mstep: Class 3 contains 587169 members 
Mstep: Class 4 contains 16944 members 
Mstep: Class 5 contains 108924 members 
Mstep: Class 6 contains 206233 members 
Mstep: Class 7 contains 12553 members 
Mstep: Class 8 contains 17026 members 
Mstep: Class 9 contains 90338 members 
Mstep: Class 10 contains 16462 members 
Mstep: Class 11 contains 154222 members 
Mstep: Class 12 contains 44412 members 
Mstep: Class 13 contains 10638 members 
Mstep: Class 15 contains 11905 members 
Mstep: Class 16 contains 38192 members 
Mstep: Class 17 contains 13731 members 
Mstep: Class 18 contains 12541 members 
Mstep: Class 19 contains 60734 members 
Mstep: Class 20 contains 29418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111853488.000000 Penalty: 66891.851562
Iteration 25Q: 20 clusters Score -1.118535e+08 nChanged 5357
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 18601 members 
Mstep: Class 3 contains 589937 members 
Mstep: Class 4 contains 16826 members 
Mstep: Class 5 contains 108567 members 
Mstep: Class 6 contains 205439 members 
Mstep: Class 7 contains 12603 members 
Mstep: Class 8 contains 16880 members 
Mstep: Class 9 contains 89231 members 
Mstep: Class 10 contains 16603 members 
Mstep: Class 11 contains 154118 members 
Mstep: Class 12 contains 44531 members 
Mstep: Class 13 contains 10339 members 
Mstep: Class 15 contains 11879 members 
Mstep: Class 16 contains 38151 members 
Mstep: Class 17 contains 13736 members 
Mstep: Class 18 contains 12604 members 
Mstep: Class 19 contains 60774 members 
Mstep: Class 20 contains 29282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111854288.000000 Penalty: 66891.851562
Iteration 26Q: 20 clusters Score -1.118543e+08 nChanged 4574
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 18501 members 
Mstep: Class 3 contains 592245 members 
Mstep: Class 4 contains 16705 members 
Mstep: Class 5 contains 108358 members 
Mstep: Class 6 contains 204642 members 
Mstep: Class 7 contains 12654 members 
Mstep: Class 8 contains 16721 members 
Mstep: Class 9 contains 88298 members 
Mstep: Class 10 contains 16752 members 
Mstep: Class 11 contains 154060 members 
Mstep: Class 12 contains 44596 members 
Mstep: Class 13 contains 10069 members 
Mstep: Class 15 contains 11848 members 
Mstep: Class 16 contains 38130 members 
Mstep: Class 17 contains 13761 members 
Mstep: Class 18 contains 12650 members 
Mstep: Class 19 contains 60874 members 
Mstep: Class 20 contains 29190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111854864.000000 Penalty: 66891.851562
Iteration 27Q: 20 clusters Score -1.118549e+08 nChanged 4148
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 18417 members 
Mstep: Class 3 contains 594302 members 
Mstep: Class 4 contains 16619 members 
Mstep: Class 5 contains 108240 members 
Mstep: Class 6 contains 203837 members 
Mstep: Class 7 contains 12700 members 
Mstep: Class 8 contains 16509 members 
Mstep: Class 9 contains 87432 members 
Mstep: Class 10 contains 16902 members 
Mstep: Class 11 contains 154027 members 
Mstep: Class 12 contains 44634 members 
Mstep: Class 13 contains 9829 members 
Mstep: Class 15 contains 11814 members 
Mstep: Class 16 contains 38128 members 
Mstep: Class 17 contains 13794 members 
Mstep: Class 18 contains 12703 members 
Mstep: Class 19 contains 60977 members 
Mstep: Class 20 contains 29120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111855184.000000 Penalty: 66891.851562
Iteration 28Q: 20 clusters Score -1.118552e+08 nChanged 3709
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 18361 members 
Mstep: Class 3 contains 596130 members 
Mstep: Class 4 contains 16559 members 
Mstep: Class 5 contains 108216 members 
Mstep: Class 6 contains 203064 members 
Mstep: Class 7 contains 12739 members 
Mstep: Class 8 contains 16270 members 
Mstep: Class 9 contains 86688 members 
Mstep: Class 10 contains 17067 members 
Mstep: Class 11 contains 153996 members 
Mstep: Class 12 contains 44628 members 
Mstep: Class 13 contains 9621 members 
Mstep: Class 15 contains 11781 members 
Mstep: Class 16 contains 38144 members 
Mstep: Class 17 contains 13818 members 
Mstep: Class 18 contains 12742 members 
Mstep: Class 19 contains 61057 members 
Mstep: Class 20 contains 29044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111855272.000000 Penalty: 66891.851562
Iteration 29Q: 20 clusters Score -1.118553e+08 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 18315 members 
Mstep: Class 3 contains 597699 members 
Mstep: Class 4 contains 16472 members 
Mstep: Class 5 contains 108246 members 
Mstep: Class 6 contains 202389 members 
Mstep: Class 7 contains 12766 members 
Mstep: Class 8 contains 16064 members 
Mstep: Class 9 contains 86028 members 
Mstep: Class 10 contains 17218 members 
Mstep: Class 11 contains 153962 members 
Mstep: Class 12 contains 44616 members 
Mstep: Class 13 contains 9436 members 
Mstep: Class 15 contains 11748 members 
Mstep: Class 16 contains 38163 members 
Mstep: Class 17 contains 13837 members 
Mstep: Class 18 contains 12805 members 
Mstep: Class 19 contains 61130 members 
Mstep: Class 20 contains 28990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111855736.000000 Penalty: 66891.851562
Iteration 30Q: 20 clusters Score -1.118557e+08 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 18281 members 
Mstep: Class 3 contains 598950 members 
Mstep: Class 4 contains 16391 members 
Mstep: Class 5 contains 108295 members 
Mstep: Class 6 contains 201771 members 
Mstep: Class 7 contains 12783 members 
Mstep: Class 8 contains 15860 members 
Mstep: Class 9 contains 85522 members 
Mstep: Class 10 contains 17384 members 
Mstep: Class 11 contains 153938 members 
Mstep: Class 12 contains 44629 members 
Mstep: Class 13 contains 9247 members 
Mstep: Class 15 contains 11725 members 
Mstep: Class 16 contains 38171 members 
Mstep: Class 17 contains 13852 members 
Mstep: Class 18 contains 12886 members 
Mstep: Class 19 contains 61200 members 
Mstep: Class 20 contains 28968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111855888.000000 Penalty: 66891.851562
Iteration 31Q: 20 clusters Score -1.118559e+08 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 18251 members 
Mstep: Class 3 contains 600065 members 
Mstep: Class 4 contains 16337 members 
Mstep: Class 5 contains 108381 members 
Mstep: Class 6 contains 201192 members 
Mstep: Class 7 contains 12785 members 
Mstep: Class 8 contains 15633 members 
Mstep: Class 9 contains 85062 members 
Mstep: Class 10 contains 17561 members 
Mstep: Class 11 contains 153899 members 
Mstep: Class 12 contains 44640 members 
Mstep: Class 13 contains 9084 members 
Mstep: Class 15 contains 11698 members 
Mstep: Class 16 contains 38171 members 
Mstep: Class 17 contains 13864 members 
Mstep: Class 18 contains 12986 members 
Mstep: Class 19 contains 61263 members 
Mstep: Class 20 contains 28956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111856240.000000 Penalty: 66891.851562
Iteration 32Q: 20 clusters Score -1.118562e+08 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 18225 members 
Mstep: Class 3 contains 601041 members 
Mstep: Class 4 contains 16240 members 
Mstep: Class 5 contains 108491 members 
Mstep: Class 6 contains 200690 members 
Mstep: Class 7 contains 12792 members 
Mstep: Class 8 contains 15437 members 
Mstep: Class 9 contains 84658 members 
Mstep: Class 10 contains 17727 members 
Mstep: Class 11 contains 153873 members 
Mstep: Class 12 contains 44636 members 
Mstep: Class 13 contains 8916 members 
Mstep: Class 15 contains 11670 members 
Mstep: Class 16 contains 38176 members 
Mstep: Class 17 contains 13869 members 
Mstep: Class 18 contains 13072 members 
Mstep: Class 19 contains 61336 members 
Mstep: Class 20 contains 28945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111856368.000000 Penalty: 66891.851562
Iteration 33Q: 20 clusters Score -1.118564e+08 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 18195 members 
Mstep: Class 3 contains 601920 members 
Mstep: Class 4 contains 16210 members 
Mstep: Class 5 contains 108606 members 
Mstep: Class 6 contains 200202 members 
Mstep: Class 7 contains 12796 members 
Mstep: Class 8 contains 15220 members 
Mstep: Class 9 contains 84260 members 
Mstep: Class 10 contains 17918 members 
Mstep: Class 11 contains 153828 members 
Mstep: Class 12 contains 44603 members 
Mstep: Class 13 contains 8768 members 
Mstep: Class 15 contains 11649 members 
Mstep: Class 16 contains 38196 members 
Mstep: Class 17 contains 13873 members 
Mstep: Class 18 contains 13165 members 
Mstep: Class 19 contains 61419 members 
Mstep: Class 20 contains 28929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111856800.000000 Penalty: 66891.851562
Iteration 34Q: 20 clusters Score -1.118568e+08 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 18167 members 
Mstep: Class 3 contains 602708 members 
Mstep: Class 4 contains 16182 members 
Mstep: Class 5 contains 108719 members 
Mstep: Class 6 contains 199721 members 
Mstep: Class 7 contains 12801 members 
Mstep: Class 8 contains 15000 members 
Mstep: Class 9 contains 83902 members 
Mstep: Class 10 contains 18108 members 
Mstep: Class 11 contains 153785 members 
Mstep: Class 12 contains 44545 members 
Mstep: Class 13 contains 8647 members 
Mstep: Class 15 contains 11628 members 
Mstep: Class 16 contains 38244 members 
Mstep: Class 17 contains 13882 members 
Mstep: Class 18 contains 13264 members 
Mstep: Class 19 contains 61503 members 
Mstep: Class 20 contains 28919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111856944.000000 Penalty: 66891.851562
Iteration 35Q: 20 clusters Score -1.118569e+08 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 18150 members 
Mstep: Class 3 contains 603428 members 
Mstep: Class 4 contains 16141 members 
Mstep: Class 5 contains 108821 members 
Mstep: Class 6 contains 199259 members 
Mstep: Class 7 contains 12803 members 
Mstep: Class 8 contains 14786 members 
Mstep: Class 9 contains 83559 members 
Mstep: Class 10 contains 18299 members 
Mstep: Class 11 contains 153752 members 
Mstep: Class 12 contains 44496 members 
Mstep: Class 13 contains 8535 members 
Mstep: Class 15 contains 11608 members 
Mstep: Class 16 contains 38285 members 
Mstep: Class 17 contains 13902 members 
Mstep: Class 18 contains 13367 members 
Mstep: Class 19 contains 61590 members 
Mstep: Class 20 contains 28910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111856912.000000 Penalty: 66891.851562
Iteration 36Q: 20 clusters Score -1.118569e+08 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 18134 members 
Mstep: Class 3 contains 604097 members 
Mstep: Class 4 contains 16092 members 
Mstep: Class 5 contains 108956 members 
Mstep: Class 6 contains 198787 members 
Mstep: Class 7 contains 12801 members 
Mstep: Class 8 contains 14594 members 
Mstep: Class 9 contains 83222 members 
Mstep: Class 10 contains 18487 members 
Mstep: Class 11 contains 153721 members 
Mstep: Class 12 contains 44469 members 
Mstep: Class 13 contains 8445 members 
Mstep: Class 15 contains 11592 members 
Mstep: Class 16 contains 38293 members 
Mstep: Class 17 contains 13928 members 
Mstep: Class 18 contains 13461 members 
Mstep: Class 19 contains 61675 members 
Mstep: Class 20 contains 28906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111856808.000000 Penalty: 66891.851562
Iteration 37Q: 20 clusters Score -1.118568e+08 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 18124 members 
Mstep: Class 3 contains 604742 members 
Mstep: Class 4 contains 16057 members 
Mstep: Class 5 contains 109118 members 
Mstep: Class 6 contains 198320 members 
Mstep: Class 7 contains 12796 members 
Mstep: Class 8 contains 14376 members 
Mstep: Class 9 contains 82884 members 
Mstep: Class 10 contains 18625 members 
Mstep: Class 11 contains 153691 members 
Mstep: Class 12 contains 44452 members 
Mstep: Class 13 contains 8372 members 
Mstep: Class 15 contains 11581 members 
Mstep: Class 16 contains 38317 members 
Mstep: Class 17 contains 13940 members 
Mstep: Class 18 contains 13572 members 
Mstep: Class 19 contains 61757 members 
Mstep: Class 20 contains 28909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111856928.000000 Penalty: 66891.851562
Iteration 38Q: 20 clusters Score -1.118569e+08 nChanged 1906
Entering ConstructFrom: 
Score: -111856928.000000 Penalty: 66891.851562
Entering ConstructFrom: 
Trying to split cluster 1 (13456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Entering Unmasked Estep 
Score: -954163.437500 Penalty: 2357.780762
	Iteration 0F: 2 clusters Score -954163.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -944420.625000 Penalty: 4715.561523
	Iteration 0F: 3 clusters Score -944420.6 nChanged 5794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -948705.000000 Penalty: 4715.561523
	Iteration 1F: 3 clusters Score -948705 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -951311.187500 Penalty: 4715.561523
	Iteration 2F: 3 clusters Score -951311.2 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -953835.312500 Penalty: 4715.561523
	Iteration 3F: 3 clusters Score -953835.3 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -955018.812500 Penalty: 4715.561523
	Iteration 4F: 3 clusters Score -955018.8 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -955397.187500 Penalty: 4715.561523
	Iteration 5Q: 3 clusters Score -955397.2 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -955545.312500 Penalty: 4715.561523
	Iteration 6Q: 3 clusters Score -955545.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -955604.375000 Penalty: 4715.561523
	Iteration 7Q: 3 clusters Score -955604.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -955632.500000 Penalty: 4715.561523
	Iteration 8Q: 3 clusters Score -955632.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -955647.312500 Penalty: 4715.561523
	Iteration 9Q: 3 clusters Score -955647.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -955656.562500 Penalty: 4715.561523
	Iteration 10Q: 3 clusters Score -955656.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -955662.187500 Penalty: 4715.561523
	Iteration 11Q: 3 clusters Score -955662.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -955667.000000 Penalty: 4715.561523
	Iteration 12Q: 3 clusters Score -955667 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -955672.750000 Penalty: 4715.561523
	Iteration 13Q: 3 clusters Score -955672.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -955677.812500 Penalty: 4715.561523
	Iteration 14Q: 3 clusters Score -955677.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -955685.875000 Penalty: 4715.561523
	Iteration 15Q: 3 clusters Score -955685.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -955688.375000 Penalty: 4715.561523
	Iteration 16Q: 3 clusters Score -955688.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -955690.125000 Penalty: 4715.561523
	Iteration 17Q: 3 clusters Score -955690.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -955694.750000 Penalty: 4715.561523
	Iteration 18Q: 3 clusters Score -955694.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -955699.562500 Penalty: 4715.561523
	Iteration 19Q: 3 clusters Score -955699.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -955702.750000 Penalty: 4715.561523
	Iteration 20F: 3 clusters Score -955702.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -955702.437500 Penalty: 4715.561523
	Iteration 21Q: 3 clusters Score -955702.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -955703.375000 Penalty: 4715.561523
	Iteration 22Q: 3 clusters Score -955703.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -955705.062500 Penalty: 4715.561523
	Iteration 23Q: 3 clusters Score -955705.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -955709.375000 Penalty: 4715.561523
	Iteration 24Q: 3 clusters Score -955709.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -955713.812500 Penalty: 4715.561523
	Iteration 25Q: 3 clusters Score -955713.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -955718.187500 Penalty: 4715.561523
	Iteration 26Q: 3 clusters Score -955718.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -955717.875000 Penalty: 4715.561523
	Iteration 27Q: 3 clusters Score -955717.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -955720.062500 Penalty: 4715.561523
	Iteration 28Q: 3 clusters Score -955720.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -955722.562500 Penalty: 4715.561523
	Iteration 29Q: 3 clusters Score -955722.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -955723.687500 Penalty: 4715.561523
	Iteration 30Q: 3 clusters Score -955723.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -955726.125000 Penalty: 4715.561523
	Iteration 31Q: 3 clusters Score -955726.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -955725.687500 Penalty: 4715.561523
	Iteration 32Q: 3 clusters Score -955725.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -955729.062500 Penalty: 4715.561523
	Iteration 33Q: 3 clusters Score -955729.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -955727.875000 Penalty: 4715.561523
	Iteration 34Q: 3 clusters Score -955727.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -955728.437500 Penalty: 4715.561523
	Iteration 35Q: 3 clusters Score -955728.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -955731.750000 Penalty: 4715.561523
	Iteration 36Q: 3 clusters Score -955731.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -955731.625000 Penalty: 4715.561523
	Iteration 37Q: 3 clusters Score -955731.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -955732.375000 Penalty: 4715.561523
	Iteration 38Q: 3 clusters Score -955732.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -955732.750000 Penalty: 4715.561523
	Iteration 39Q: 3 clusters Score -955732.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -955732.250000 Penalty: 4715.561523
	Iteration 40F: 3 clusters Score -955732.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -955732.562500 Penalty: 4715.561523
	Iteration 41Q: 3 clusters Score -955732.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -955734.250000 Penalty: 4715.561523
	Iteration 42Q: 3 clusters Score -955734.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -955735.250000 Penalty: 4715.561523
	Iteration 43Q: 3 clusters Score -955735.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -955734.687500 Penalty: 4715.561523
	Iteration 44Q: 3 clusters Score -955734.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -955734.125000 Penalty: 4715.561523
	Iteration 45Q: 3 clusters Score -955734.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -955734.125000 Penalty: 4715.561523
	Iteration 46F: 3 clusters Score -955734.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 18113 members 
Mstep: Class 3 contains 605354 members 
Mstep: Class 4 contains 16032 members 
Mstep: Class 5 contains 109287 members 
Mstep: Class 6 contains 197908 members 
Mstep: Class 7 contains 12793 members 
Mstep: Class 8 contains 14200 members 
Mstep: Class 9 contains 82561 members 
Mstep: Class 10 contains 18713 members 
Mstep: Class 11 contains 153639 members 
Mstep: Class 12 contains 44418 members 
Mstep: Class 13 contains 8321 members 
Mstep: Class 14 contains 3316 members 
Mstep: Class 15 contains 11566 members 
Mstep: Class 16 contains 38342 members 
Mstep: Class 17 contains 13938 members 
Mstep: Class 18 contains 13691 members 
Mstep: Class 19 contains 61839 members 
Mstep: Class 20 contains 28901 members 
Entering Unmasked Estep 
Score: -111856712.000000 Penalty: 70412.476562
Splitting cluster 1 changes total score from -111856928.000000 to -111856712.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (18113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18113 members 
Entering Unmasked Estep 
Score: -1348837.875000 Penalty: 2431.487549
	Iteration 0F: 2 clusters Score -1348838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -1336032.250000 Penalty: 4862.975098
	Iteration 0F: 3 clusters Score -1336032 nChanged 7905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -1340917.375000 Penalty: 4862.975098
	Iteration 1F: 3 clusters Score -1340917 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -1342253.125000 Penalty: 4862.975098
	Iteration 2F: 3 clusters Score -1342253 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -1344356.125000 Penalty: 4862.975098
	Iteration 3F: 3 clusters Score -1344356 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1346904.125000 Penalty: 4862.975098
	Iteration 4F: 3 clusters Score -1346904 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1348745.625000 Penalty: 4862.975098
	Iteration 5F: 3 clusters Score -1348746 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1350096.250000 Penalty: 4862.975098
	Iteration 6F: 3 clusters Score -1350096 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1351878.000000 Penalty: 4862.975098
	Iteration 7F: 3 clusters Score -1351878 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1354561.250000 Penalty: 4862.975098
	Iteration 8F: 3 clusters Score -1354561 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -1356713.250000 Penalty: 4862.975098
	Iteration 9Q: 3 clusters Score -1356713 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1357946.375000 Penalty: 4862.975098
	Iteration 10Q: 3 clusters Score -1357946 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -1358864.000000 Penalty: 4862.975098
	Iteration 11Q: 3 clusters Score -1358864 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -1359122.250000 Penalty: 4862.975098
	Iteration 12Q: 3 clusters Score -1359122 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -1359221.875000 Penalty: 4862.975098
	Iteration 13Q: 3 clusters Score -1359222 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1359250.875000 Penalty: 4862.975098
	Iteration 14Q: 3 clusters Score -1359251 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -1359253.125000 Penalty: 4862.975098
	Iteration 15Q: 3 clusters Score -1359253 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -1359256.125000 Penalty: 4862.975098
	Iteration 16Q: 3 clusters Score -1359256 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -1359257.000000 Penalty: 4862.975098
	Iteration 17Q: 3 clusters Score -1359257 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -1359262.750000 Penalty: 4862.975098
	Iteration 18Q: 3 clusters Score -1359263 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -1359261.125000 Penalty: 4862.975098
	Iteration 19Q: 3 clusters Score -1359261 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -1359260.500000 Penalty: 4862.975098
	Iteration 20F: 3 clusters Score -1359260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -1359260.500000 Penalty: 4862.975098
	Iteration 21Q: 3 clusters Score -1359260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -1359259.875000 Penalty: 4862.975098
	Iteration 22Q: 3 clusters Score -1359260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -1359260.000000 Penalty: 4862.975098
	Iteration 23Q: 3 clusters Score -1359260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -1359260.000000 Penalty: 4862.975098
	Iteration 24F: 3 clusters Score -1359260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 8973 members 
Mstep: Class 3 contains 605354 members 
Mstep: Class 4 contains 16032 members 
Mstep: Class 5 contains 109287 members 
Mstep: Class 6 contains 197908 members 
Mstep: Class 7 contains 12793 members 
Mstep: Class 8 contains 14200 members 
Mstep: Class 9 contains 82561 members 
Mstep: Class 10 contains 18713 members 
Mstep: Class 11 contains 153639 members 
Mstep: Class 12 contains 44418 members 
Mstep: Class 13 contains 8321 members 
Mstep: Class 14 contains 9140 members 
Mstep: Class 15 contains 11566 members 
Mstep: Class 16 contains 38342 members 
Mstep: Class 17 contains 13938 members 
Mstep: Class 18 contains 13691 members 
Mstep: Class 19 contains 61839 members 
Mstep: Class 20 contains 28901 members 
Entering Unmasked Estep 
Score: -111866560.000000 Penalty: 70412.476562
Splitting cluster 2 changes total score from -111856928.000000 to -111866560.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 3 (605354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605354 members 
Entering Unmasked Estep 
Score: -47570128.000000 Penalty: 3301.765137
	Iteration 0F: 2 clusters Score -4.757013e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302062 members 
Mstep: Class 2 contains 303292 members 
Entering Unmasked Estep 
Score: -47161032.000000 Penalty: 6603.530273
	Iteration 0F: 3 clusters Score -4.716103e+07 nChanged 295887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282189 members 
Mstep: Class 2 contains 323165 members 
Entering Unmasked Estep 
Score: -47340580.000000 Penalty: 6603.530273
	Iteration 1F: 3 clusters Score -4.734058e+07 nChanged 19253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268792 members 
Mstep: Class 2 contains 336562 members 
Entering Unmasked Estep 
Score: -47345648.000000 Penalty: 6603.530273
	Iteration 2Q: 3 clusters Score -4.734565e+07 nChanged 24948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247916 members 
Mstep: Class 2 contains 357438 members 
Entering Unmasked Estep 
Score: -47355644.000000 Penalty: 6603.530273
	Iteration 3Q: 3 clusters Score -4.735564e+07 nChanged 34065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216455 members 
Mstep: Class 2 contains 388899 members 
Entering Unmasked Estep 
Score: -47374492.000000 Penalty: 6603.530273
	Iteration 4F: 3 clusters Score -4.737449e+07 nChanged 44856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172969 members 
Mstep: Class 2 contains 432385 members 
Entering Unmasked Estep 
Score: -47406020.000000 Penalty: 6603.530273
	Iteration 5F: 3 clusters Score -4.740602e+07 nChanged 53611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119946 members 
Mstep: Class 2 contains 485408 members 
Entering Unmasked Estep 
Score: -47452792.000000 Penalty: 6603.530273
	Iteration 6F: 3 clusters Score -4.745279e+07 nChanged 52403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67693 members 
Mstep: Class 2 contains 537661 members 
Entering Unmasked Estep 
Score: -47503916.000000 Penalty: 6603.530273
	Iteration 7F: 3 clusters Score -4.750392e+07 nChanged 37681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30040 members 
Mstep: Class 2 contains 575314 members 
Entering Unmasked Estep 
Score: -47541184.000000 Penalty: 6603.530273
	Iteration 8F: 3 clusters Score -4.754118e+07 nChanged 18706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 594012 members 
Entering Unmasked Estep 
Score: -47558436.000000 Penalty: 6603.530273
	Iteration 9Q: 3 clusters Score -4.755844e+07 nChanged 6883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 600883 members 
Entering Unmasked Estep 
Score: -47564604.000000 Penalty: 6603.530273
	Iteration 10Q: 3 clusters Score -4.75646e+07 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 603104 members 
Entering Unmasked Estep 
Score: -47566640.000000 Penalty: 6603.530273
	Iteration 11Q: 3 clusters Score -4.756664e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 603743 members 
Entering Unmasked Estep 
Score: -47567360.000000 Penalty: 6603.530273
	Iteration 12Q: 3 clusters Score -4.756736e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 603900 members 
Entering Unmasked Estep 
Score: -47567888.000000 Penalty: 6603.530273
	Iteration 13Q: 3 clusters Score -4.756789e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 603900 members 
Entering Unmasked Estep 
Score: -47568352.000000 Penalty: 6603.530273
	Iteration 14Q: 3 clusters Score -4.756835e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 603774 members 
Entering Unmasked Estep 
Score: -47568720.000000 Penalty: 6603.530273
	Iteration 15Q: 3 clusters Score -4.756872e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 603590 members 
Entering Unmasked Estep 
Score: -47568780.000000 Penalty: 6603.530273
	Iteration 16Q: 3 clusters Score -4.756878e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 603443 members 
Entering Unmasked Estep 
Score: -47568912.000000 Penalty: 6603.530273
	Iteration 17Q: 3 clusters Score -4.756891e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 603301 members 
Entering Unmasked Estep 
Score: -47569032.000000 Penalty: 6603.530273
	Iteration 18Q: 3 clusters Score -4.756903e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 603173 members 
Entering Unmasked Estep 
Score: -47569160.000000 Penalty: 6603.530273
	Iteration 19Q: 3 clusters Score -4.756916e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 603083 members 
Entering Unmasked Estep 
Score: -47569252.000000 Penalty: 6603.530273
	Iteration 20F: 3 clusters Score -4.756925e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 603008 members 
Entering Unmasked Estep 
Score: -47569272.000000 Penalty: 6603.530273
	Iteration 21Q: 3 clusters Score -4.756927e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 602942 members 
Entering Unmasked Estep 
Score: -47569328.000000 Penalty: 6603.530273
	Iteration 22Q: 3 clusters Score -4.756933e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 602889 members 
Entering Unmasked Estep 
Score: -47569316.000000 Penalty: 6603.530273
	Iteration 23Q: 3 clusters Score -4.756932e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 602836 members 
Entering Unmasked Estep 
Score: -47569312.000000 Penalty: 6603.530273
	Iteration 24Q: 3 clusters Score -4.756931e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 602797 members 
Entering Unmasked Estep 
Score: -47569304.000000 Penalty: 6603.530273
	Iteration 25Q: 3 clusters Score -4.75693e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 602760 members 
Entering Unmasked Estep 
Score: -47569288.000000 Penalty: 6603.530273
	Iteration 26Q: 3 clusters Score -4.756929e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 602730 members 
Entering Unmasked Estep 
Score: -47569300.000000 Penalty: 6603.530273
	Iteration 27Q: 3 clusters Score -4.75693e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 602704 members 
Entering Unmasked Estep 
Score: -47569288.000000 Penalty: 6603.530273
	Iteration 28Q: 3 clusters Score -4.756929e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 602675 members 
Entering Unmasked Estep 
Score: -47569296.000000 Penalty: 6603.530273
	Iteration 29Q: 3 clusters Score -4.75693e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 602642 members 
Entering Unmasked Estep 
Score: -47569332.000000 Penalty: 6603.530273
	Iteration 30Q: 3 clusters Score -4.756933e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 602622 members 
Entering Unmasked Estep 
Score: -47569356.000000 Penalty: 6603.530273
	Iteration 31Q: 3 clusters Score -4.756936e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 602605 members 
Entering Unmasked Estep 
Score: -47569368.000000 Penalty: 6603.530273
	Iteration 32Q: 3 clusters Score -4.756937e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 602600 members 
Entering Unmasked Estep 
Score: -47569368.000000 Penalty: 6603.530273
	Iteration 33Q: 3 clusters Score -4.756937e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 602597 members 
Entering Unmasked Estep 
Score: -47569360.000000 Penalty: 6603.530273
	Iteration 34Q: 3 clusters Score -4.756936e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 602589 members 
Entering Unmasked Estep 
Score: -47569344.000000 Penalty: 6603.530273
	Iteration 35Q: 3 clusters Score -4.756934e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 602577 members 
Entering Unmasked Estep 
Score: -47569348.000000 Penalty: 6603.530273
	Iteration 36Q: 3 clusters Score -4.756935e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 602566 members 
Entering Unmasked Estep 
Score: -47569336.000000 Penalty: 6603.530273
	Iteration 37Q: 3 clusters Score -4.756934e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 602561 members 
Entering Unmasked Estep 
Score: -47569336.000000 Penalty: 6603.530273
	Iteration 38Q: 3 clusters Score -4.756934e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 602556 members 
Entering Unmasked Estep 
Score: -47569332.000000 Penalty: 6603.530273
	Iteration 39Q: 3 clusters Score -4.756933e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 602547 members 
Entering Unmasked Estep 
Score: -47569332.000000 Penalty: 6603.530273
	Iteration 40F: 3 clusters Score -4.756933e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 602538 members 
Entering Unmasked Estep 
Score: -47569332.000000 Penalty: 6603.530273
	Iteration 41Q: 3 clusters Score -4.756933e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 602534 members 
Entering Unmasked Estep 
Score: -47569364.000000 Penalty: 6603.530273
	Iteration 42Q: 3 clusters Score -4.756936e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 602530 members 
Entering Unmasked Estep 
Score: -47569336.000000 Penalty: 6603.530273
	Iteration 43Q: 3 clusters Score -4.756934e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 602529 members 
Entering Unmasked Estep 
Score: -47569344.000000 Penalty: 6603.530273
	Iteration 44Q: 3 clusters Score -4.756934e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 602530 members 
Entering Unmasked Estep 
Score: -47569352.000000 Penalty: 6603.530273
	Iteration 45Q: 3 clusters Score -4.756935e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 602528 members 
Entering Unmasked Estep 
Score: -47569336.000000 Penalty: 6603.530273
	Iteration 46Q: 3 clusters Score -4.756934e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 602525 members 
Entering Unmasked Estep 
Score: -47569356.000000 Penalty: 6603.530273
	Iteration 47Q: 3 clusters Score -4.756936e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 602521 members 
Entering Unmasked Estep 
Score: -47569352.000000 Penalty: 6603.530273
	Iteration 48Q: 3 clusters Score -4.756935e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 602517 members 
Entering Unmasked Estep 
Score: -47569348.000000 Penalty: 6603.530273
	Iteration 49Q: 3 clusters Score -4.756935e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 602514 members 
Entering Unmasked Estep 
Score: -47569368.000000 Penalty: 6603.530273
	Iteration 50Q: 3 clusters Score -4.756937e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 602512 members 
Entering Unmasked Estep 
Score: -47569348.000000 Penalty: 6603.530273
	Iteration 51Q: 3 clusters Score -4.756935e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 602510 members 
Entering Unmasked Estep 
Score: -47569348.000000 Penalty: 6603.530273
	Iteration 52Q: 3 clusters Score -4.756935e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 602509 members 
Entering Unmasked Estep 
Score: -47569320.000000 Penalty: 6603.530273
	Iteration 53Q: 3 clusters Score -4.756932e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 602508 members 
Entering Unmasked Estep 
Score: -47569348.000000 Penalty: 6603.530273
	Iteration 54Q: 3 clusters Score -4.756935e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 602505 members 
Entering Unmasked Estep 
Score: -47569348.000000 Penalty: 6603.530273
	Iteration 55Q: 3 clusters Score -4.756935e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 602498 members 
Entering Unmasked Estep 
Score: -47569372.000000 Penalty: 6603.530273
	Iteration 56Q: 3 clusters Score -4.756937e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 602490 members 
Entering Unmasked Estep 
Score: -47569404.000000 Penalty: 6603.530273
	Iteration 57Q: 3 clusters Score -4.75694e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 602486 members 
Entering Unmasked Estep 
Score: -47569404.000000 Penalty: 6603.530273
	Iteration 58Q: 3 clusters Score -4.75694e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 602480 members 
Entering Unmasked Estep 
Score: -47569420.000000 Penalty: 6603.530273
	Iteration 59Q: 3 clusters Score -4.756942e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 602473 members 
Entering Unmasked Estep 
Score: -47569420.000000 Penalty: 6603.530273
	Iteration 60F: 3 clusters Score -4.756942e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 602469 members 
Entering Unmasked Estep 
Score: -47569388.000000 Penalty: 6603.530273
	Iteration 61Q: 3 clusters Score -4.756939e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 602465 members 
Entering Unmasked Estep 
Score: -47569404.000000 Penalty: 6603.530273
	Iteration 62Q: 3 clusters Score -4.75694e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 602463 members 
Entering Unmasked Estep 
Score: -47569392.000000 Penalty: 6603.530273
	Iteration 63Q: 3 clusters Score -4.756939e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 602453 members 
Entering Unmasked Estep 
Score: -47569400.000000 Penalty: 6603.530273
	Iteration 64Q: 3 clusters Score -4.75694e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 602449 members 
Entering Unmasked Estep 
Score: -47569396.000000 Penalty: 6603.530273
	Iteration 65Q: 3 clusters Score -4.75694e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 602449 members 
Entering Unmasked Estep 
Score: -47569392.000000 Penalty: 6603.530273
	Iteration 66Q: 3 clusters Score -4.756939e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 602449 members 
Entering Unmasked Estep 
Score: -47569384.000000 Penalty: 6603.530273
	Iteration 67Q: 3 clusters Score -4.756938e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 602448 members 
Entering Unmasked Estep 
Score: -47569388.000000 Penalty: 6603.530273
	Iteration 68Q: 3 clusters Score -4.756939e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 602447 members 
Entering Unmasked Estep 
Score: -47569384.000000 Penalty: 6603.530273
	Iteration 69Q: 3 clusters Score -4.756938e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 602447 members 
Entering Unmasked Estep 
Score: -47569384.000000 Penalty: 6603.530273
	Iteration 70F: 3 clusters Score -4.756938e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (16032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Entering Unmasked Estep 
Score: -1223212.000000 Penalty: 2401.220703
	Iteration 0F: 2 clusters Score -1223212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1211723.000000 Penalty: 4802.441406
	Iteration 0F: 3 clusters Score -1211723 nChanged 6909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -1215392.125000 Penalty: 4802.441406
	Iteration 1F: 3 clusters Score -1215392 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -1215817.750000 Penalty: 4802.441406
	Iteration 2F: 3 clusters Score -1215818 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1216164.750000 Penalty: 4802.441406
	Iteration 3F: 3 clusters Score -1216165 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -1216477.000000 Penalty: 4802.441406
	Iteration 4Q: 3 clusters Score -1216477 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -1216781.625000 Penalty: 4802.441406
	Iteration 5Q: 3 clusters Score -1216782 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -1217057.250000 Penalty: 4802.441406
	Iteration 6Q: 3 clusters Score -1217057 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -1217332.625000 Penalty: 4802.441406
	Iteration 7Q: 3 clusters Score -1217333 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -1217605.750000 Penalty: 4802.441406
	Iteration 8Q: 3 clusters Score -1217606 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -1217880.125000 Penalty: 4802.441406
	Iteration 9Q: 3 clusters Score -1217880 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -1218187.875000 Penalty: 4802.441406
	Iteration 10Q: 3 clusters Score -1218188 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -1218530.500000 Penalty: 4802.441406
	Iteration 11Q: 3 clusters Score -1218530 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -1218883.875000 Penalty: 4802.441406
	Iteration 12Q: 3 clusters Score -1218884 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -1219235.500000 Penalty: 4802.441406
	Iteration 13Q: 3 clusters Score -1219236 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -1219553.250000 Penalty: 4802.441406
	Iteration 14Q: 3 clusters Score -1219553 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -1219845.875000 Penalty: 4802.441406
	Iteration 15Q: 3 clusters Score -1219846 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -1220089.625000 Penalty: 4802.441406
	Iteration 16Q: 3 clusters Score -1220090 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -1220300.750000 Penalty: 4802.441406
	Iteration 17Q: 3 clusters Score -1220301 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -1220441.500000 Penalty: 4802.441406
	Iteration 18Q: 3 clusters Score -1220442 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -1220575.250000 Penalty: 4802.441406
	Iteration 19Q: 3 clusters Score -1220575 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -1220701.875000 Penalty: 4802.441406
	Iteration 20F: 3 clusters Score -1220702 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 14651 members 
Entering Unmasked Estep 
Score: -1220793.625000 Penalty: 4802.441406
	Iteration 21Q: 3 clusters Score -1220794 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -1220866.875000 Penalty: 4802.441406
	Iteration 22Q: 3 clusters Score -1220867 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
Score: -1220922.500000 Penalty: 4802.441406
	Iteration 23Q: 3 clusters Score -1220922 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -1220966.750000 Penalty: 4802.441406
	Iteration 24Q: 3 clusters Score -1220967 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -1221006.625000 Penalty: 4802.441406
	Iteration 25Q: 3 clusters Score -1221007 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 14989 members 
Entering Unmasked Estep 
Score: -1221039.500000 Penalty: 4802.441406
	Iteration 26Q: 3 clusters Score -1221040 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -1221068.375000 Penalty: 4802.441406
	Iteration 27Q: 3 clusters Score -1221068 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -1221090.625000 Penalty: 4802.441406
	Iteration 28Q: 3 clusters Score -1221091 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
Score: -1221106.375000 Penalty: 4802.441406
	Iteration 29Q: 3 clusters Score -1221106 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -1221115.625000 Penalty: 4802.441406
	Iteration 30Q: 3 clusters Score -1221116 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -1221125.500000 Penalty: 4802.441406
	Iteration 31Q: 3 clusters Score -1221126 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -1221134.125000 Penalty: 4802.441406
	Iteration 32Q: 3 clusters Score -1221134 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -1221141.750000 Penalty: 4802.441406
	Iteration 33Q: 3 clusters Score -1221142 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 15121 members 
Entering Unmasked Estep 
Score: -1221155.750000 Penalty: 4802.441406
	Iteration 34Q: 3 clusters Score -1221156 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -1221169.625000 Penalty: 4802.441406
	Iteration 35Q: 3 clusters Score -1221170 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -1221175.875000 Penalty: 4802.441406
	Iteration 36Q: 3 clusters Score -1221176 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -1221189.625000 Penalty: 4802.441406
	Iteration 37Q: 3 clusters Score -1221190 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -1221200.750000 Penalty: 4802.441406
	Iteration 38Q: 3 clusters Score -1221201 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 15165 members 
Entering Unmasked Estep 
Score: -1221207.375000 Penalty: 4802.441406
	Iteration 39Q: 3 clusters Score -1221207 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -1221215.500000 Penalty: 4802.441406
	Iteration 40F: 3 clusters Score -1221216 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 15181 members 
Entering Unmasked Estep 
Score: -1221220.875000 Penalty: 4802.441406
	Iteration 41Q: 3 clusters Score -1221221 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -1221225.375000 Penalty: 4802.441406
	Iteration 42Q: 3 clusters Score -1221225 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
Score: -1221231.625000 Penalty: 4802.441406
	Iteration 43Q: 3 clusters Score -1221232 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 15199 members 
Entering Unmasked Estep 
Score: -1221240.250000 Penalty: 4802.441406
	Iteration 44Q: 3 clusters Score -1221240 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
Score: -1221249.625000 Penalty: 4802.441406
	Iteration 45Q: 3 clusters Score -1221250 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -1221257.750000 Penalty: 4802.441406
	Iteration 46Q: 3 clusters Score -1221258 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 15226 members 
Entering Unmasked Estep 
Score: -1221269.000000 Penalty: 4802.441406
	Iteration 47Q: 3 clusters Score -1221269 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 15232 members 
Entering Unmasked Estep 
Score: -1221277.375000 Penalty: 4802.441406
	Iteration 48Q: 3 clusters Score -1221277 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -1221283.625000 Penalty: 4802.441406
	Iteration 49Q: 3 clusters Score -1221284 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -1221293.500000 Penalty: 4802.441406
	Iteration 50Q: 3 clusters Score -1221294 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -1221297.625000 Penalty: 4802.441406
	Iteration 51Q: 3 clusters Score -1221298 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
Score: -1221305.625000 Penalty: 4802.441406
	Iteration 52Q: 3 clusters Score -1221306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -1221307.625000 Penalty: 4802.441406
	Iteration 53Q: 3 clusters Score -1221308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -1221312.375000 Penalty: 4802.441406
	Iteration 54Q: 3 clusters Score -1221312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -1221313.625000 Penalty: 4802.441406
	Iteration 55Q: 3 clusters Score -1221314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -1221313.500000 Penalty: 4802.441406
	Iteration 56Q: 3 clusters Score -1221314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 15267 members 
Entering Unmasked Estep 
Score: -1221314.250000 Penalty: 4802.441406
	Iteration 57Q: 3 clusters Score -1221314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 15267 members 
Entering Unmasked Estep 
Score: -1221318.875000 Penalty: 4802.441406
	Iteration 58Q: 3 clusters Score -1221319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -1221321.500000 Penalty: 4802.441406
	Iteration 59Q: 3 clusters Score -1221322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 15275 members 
Entering Unmasked Estep 
Score: -1221323.875000 Penalty: 4802.441406
	Iteration 60F: 3 clusters Score -1221324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -1221325.500000 Penalty: 4802.441406
	Iteration 61Q: 3 clusters Score -1221326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -1221326.000000 Penalty: 4802.441406
	Iteration 62Q: 3 clusters Score -1221326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -1221327.875000 Penalty: 4802.441406
	Iteration 63Q: 3 clusters Score -1221328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 15279 members 
Entering Unmasked Estep 
Score: -1221327.875000 Penalty: 4802.441406
	Iteration 64Q: 3 clusters Score -1221328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 15279 members 
Entering Unmasked Estep 
Score: -1221327.875000 Penalty: 4802.441406
	Iteration 65F: 3 clusters Score -1221328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (109287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109287 members 
Entering Unmasked Estep 
Score: -8588599.000000 Penalty: 2877.229492
	Iteration 0F: 2 clusters Score -8588599 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54762 members 
Mstep: Class 2 contains 54525 members 
Entering Unmasked Estep 
Score: -8515548.000000 Penalty: 5754.458984
	Iteration 0F: 3 clusters Score -8515548 nChanged 51831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55653 members 
Mstep: Class 2 contains 53634 members 
Entering Unmasked Estep 
Score: -8544873.000000 Penalty: 5754.458984
	Iteration 1F: 3 clusters Score -8544873 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56379 members 
Mstep: Class 2 contains 52908 members 
Entering Unmasked Estep 
Score: -8545635.000000 Penalty: 5754.458984
	Iteration 2Q: 3 clusters Score -8545635 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57420 members 
Mstep: Class 2 contains 51867 members 
Entering Unmasked Estep 
Score: -8546432.000000 Penalty: 5754.458984
	Iteration 3Q: 3 clusters Score -8546432 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58909 members 
Mstep: Class 2 contains 50378 members 
Entering Unmasked Estep 
Score: -8547196.000000 Penalty: 5754.458984
	Iteration 4Q: 3 clusters Score -8547196 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61111 members 
Mstep: Class 2 contains 48176 members 
Entering Unmasked Estep 
Score: -8548323.000000 Penalty: 5754.458984
	Iteration 5Q: 3 clusters Score -8548323 nChanged 4094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64339 members 
Mstep: Class 2 contains 44948 members 
Entering Unmasked Estep 
Score: -8549827.000000 Penalty: 5754.458984
	Iteration 6Q: 3 clusters Score -8549827 nChanged 5147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68902 members 
Mstep: Class 2 contains 40385 members 
Entering Unmasked Estep 
Score: -8552431.000000 Penalty: 5754.458984
	Iteration 7Q: 3 clusters Score -8552431 nChanged 6502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75082 members 
Mstep: Class 2 contains 34205 members 
Entering Unmasked Estep 
Score: -8556823.000000 Penalty: 5754.458984
	Iteration 8F: 3 clusters Score -8556823 nChanged 8045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82897 members 
Mstep: Class 2 contains 26390 members 
Entering Unmasked Estep 
Score: -8563384.000000 Penalty: 5754.458984
	Iteration 9F: 3 clusters Score -8563384 nChanged 8207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90940 members 
Mstep: Class 2 contains 18347 members 
Entering Unmasked Estep 
Score: -8570997.000000 Penalty: 5754.458984
	Iteration 10F: 3 clusters Score -8570997 nChanged 6809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97663 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -8577226.000000 Penalty: 5754.458984
	Iteration 11F: 3 clusters Score -8577226 nChanged 4524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102161 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -8581191.000000 Penalty: 5754.458984
	Iteration 12Q: 3 clusters Score -8581191 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104951 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -8583538.000000 Penalty: 5754.458984
	Iteration 13Q: 3 clusters Score -8583538 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106472 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -8584772.000000 Penalty: 5754.458984
	Iteration 14Q: 3 clusters Score -8584772 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107319 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -8585395.000000 Penalty: 5754.458984
	Iteration 15Q: 3 clusters Score -8585395 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107759 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -8585703.000000 Penalty: 5754.458984
	Iteration 16Q: 3 clusters Score -8585703 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108006 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -8585887.000000 Penalty: 5754.458984
	Iteration 17Q: 3 clusters Score -8585887 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108160 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -8586000.000000 Penalty: 5754.458984
	Iteration 18Q: 3 clusters Score -8586000 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108267 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -8586100.000000 Penalty: 5754.458984
	Iteration 19Q: 3 clusters Score -8586100 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108340 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -8586140.000000 Penalty: 5754.458984
	Iteration 20F: 3 clusters Score -8586140 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108396 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -8586169.000000 Penalty: 5754.458984
	Iteration 21Q: 3 clusters Score -8586169 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108437 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -8586183.000000 Penalty: 5754.458984
	Iteration 22Q: 3 clusters Score -8586183 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108457 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -8586210.000000 Penalty: 5754.458984
	Iteration 23Q: 3 clusters Score -8586210 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108475 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -8586205.000000 Penalty: 5754.458984
	Iteration 24Q: 3 clusters Score -8586205 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108488 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -8586221.000000 Penalty: 5754.458984
	Iteration 25Q: 3 clusters Score -8586221 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108495 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -8586217.000000 Penalty: 5754.458984
	Iteration 26Q: 3 clusters Score -8586217 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108502 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -8586232.000000 Penalty: 5754.458984
	Iteration 27Q: 3 clusters Score -8586232 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108505 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -8586244.000000 Penalty: 5754.458984
	Iteration 28Q: 3 clusters Score -8586244 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108508 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -8586244.000000 Penalty: 5754.458984
	Iteration 29Q: 3 clusters Score -8586244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108512 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -8586253.000000 Penalty: 5754.458984
	Iteration 30Q: 3 clusters Score -8586253 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108514 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -8586251.000000 Penalty: 5754.458984
	Iteration 31Q: 3 clusters Score -8586251 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108518 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -8586260.000000 Penalty: 5754.458984
	Iteration 32Q: 3 clusters Score -8586260 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108526 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -8586264.000000 Penalty: 5754.458984
	Iteration 33Q: 3 clusters Score -8586264 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108538 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -8586259.000000 Penalty: 5754.458984
	Iteration 34Q: 3 clusters Score -8586259 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108544 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -8586256.000000 Penalty: 5754.458984
	Iteration 35Q: 3 clusters Score -8586256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108550 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -8586258.000000 Penalty: 5754.458984
	Iteration 36Q: 3 clusters Score -8586258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108553 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -8586255.000000 Penalty: 5754.458984
	Iteration 37Q: 3 clusters Score -8586255 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108555 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -8586269.000000 Penalty: 5754.458984
	Iteration 38Q: 3 clusters Score -8586269 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108553 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -8586270.000000 Penalty: 5754.458984
	Iteration 39Q: 3 clusters Score -8586270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108554 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -8586277.000000 Penalty: 5754.458984
	Iteration 40F: 3 clusters Score -8586277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108553 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -8586272.000000 Penalty: 5754.458984
	Iteration 41Q: 3 clusters Score -8586272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108554 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -8586272.000000 Penalty: 5754.458984
	Iteration 42Q: 3 clusters Score -8586272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108555 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -8586275.000000 Penalty: 5754.458984
	Iteration 43Q: 3 clusters Score -8586275 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108555 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -8586275.000000 Penalty: 5754.458984
	Iteration 44F: 3 clusters Score -8586275 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (197908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197908 members 
Entering Unmasked Estep 
Score: -15795484.000000 Penalty: 3024.498291
	Iteration 0F: 2 clusters Score -1.579548e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99241 members 
Mstep: Class 2 contains 98667 members 
Entering Unmasked Estep 
Score: -15662563.000000 Penalty: 6048.996582
	Iteration 0F: 3 clusters Score -1.566256e+07 nChanged 95360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102089 members 
Mstep: Class 2 contains 95819 members 
Entering Unmasked Estep 
Score: -15719369.000000 Penalty: 6048.996582
	Iteration 1F: 3 clusters Score -1.571937e+07 nChanged 6670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103687 members 
Mstep: Class 2 contains 94221 members 
Entering Unmasked Estep 
Score: -15721296.000000 Penalty: 6048.996582
	Iteration 2Q: 3 clusters Score -1.57213e+07 nChanged 7420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106011 members 
Mstep: Class 2 contains 91897 members 
Entering Unmasked Estep 
Score: -15724293.000000 Penalty: 6048.996582
	Iteration 3Q: 3 clusters Score -1.572429e+07 nChanged 8820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109409 members 
Mstep: Class 2 contains 88499 members 
Entering Unmasked Estep 
Score: -15728497.000000 Penalty: 6048.996582
	Iteration 4Q: 3 clusters Score -1.57285e+07 nChanged 10290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114171 members 
Mstep: Class 2 contains 83737 members 
Entering Unmasked Estep 
Score: -15734318.000000 Penalty: 6048.996582
	Iteration 5F: 3 clusters Score -1.573432e+07 nChanged 11219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120240 members 
Mstep: Class 2 contains 77668 members 
Entering Unmasked Estep 
Score: -15741648.000000 Penalty: 6048.996582
	Iteration 6F: 3 clusters Score -1.574165e+07 nChanged 11592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127060 members 
Mstep: Class 2 contains 70848 members 
Entering Unmasked Estep 
Score: -15748913.000000 Penalty: 6048.996582
	Iteration 7F: 3 clusters Score -1.574891e+07 nChanged 10801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133869 members 
Mstep: Class 2 contains 64039 members 
Entering Unmasked Estep 
Score: -15755674.000000 Penalty: 6048.996582
	Iteration 8F: 3 clusters Score -1.575567e+07 nChanged 9825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140582 members 
Mstep: Class 2 contains 57326 members 
Entering Unmasked Estep 
Score: -15761502.000000 Penalty: 6048.996582
	Iteration 9Q: 3 clusters Score -1.57615e+07 nChanged 8661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146807 members 
Mstep: Class 2 contains 51101 members 
Entering Unmasked Estep 
Score: -15766470.000000 Penalty: 6048.996582
	Iteration 10Q: 3 clusters Score -1.576647e+07 nChanged 7340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152599 members 
Mstep: Class 2 contains 45309 members 
Entering Unmasked Estep 
Score: -15770252.000000 Penalty: 6048.996582
	Iteration 11Q: 3 clusters Score -1.577025e+07 nChanged 6322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158091 members 
Mstep: Class 2 contains 39817 members 
Entering Unmasked Estep 
Score: -15773618.000000 Penalty: 6048.996582
	Iteration 12Q: 3 clusters Score -1.577362e+07 nChanged 5512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163199 members 
Mstep: Class 2 contains 34709 members 
Entering Unmasked Estep 
Score: -15776318.000000 Penalty: 6048.996582
	Iteration 13Q: 3 clusters Score -1.577632e+07 nChanged 5194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168241 members 
Mstep: Class 2 contains 29667 members 
Entering Unmasked Estep 
Score: -15778941.000000 Penalty: 6048.996582
	Iteration 14Q: 3 clusters Score -1.577894e+07 nChanged 4743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172916 members 
Mstep: Class 2 contains 24992 members 
Entering Unmasked Estep 
Score: -15781422.000000 Penalty: 6048.996582
	Iteration 15Q: 3 clusters Score -1.578142e+07 nChanged 4311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177167 members 
Mstep: Class 2 contains 20741 members 
Entering Unmasked Estep 
Score: -15783777.000000 Penalty: 6048.996582
	Iteration 16Q: 3 clusters Score -1.578378e+07 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180951 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -15786344.000000 Penalty: 6048.996582
	Iteration 17Q: 3 clusters Score -1.578634e+07 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184177 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -15788654.000000 Penalty: 6048.996582
	Iteration 18Q: 3 clusters Score -1.578865e+07 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186665 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -15790839.000000 Penalty: 6048.996582
	Iteration 19Q: 3 clusters Score -1.579084e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188396 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -15792589.000000 Penalty: 6048.996582
	Iteration 20F: 3 clusters Score -1.579259e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189492 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -15793762.000000 Penalty: 6048.996582
	Iteration 21Q: 3 clusters Score -1.579376e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190110 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -15794364.000000 Penalty: 6048.996582
	Iteration 22Q: 3 clusters Score -1.579436e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190525 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -15794791.000000 Penalty: 6048.996582
	Iteration 23Q: 3 clusters Score -1.579479e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190776 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -15794939.000000 Penalty: 6048.996582
	Iteration 24Q: 3 clusters Score -1.579494e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190950 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -15795042.000000 Penalty: 6048.996582
	Iteration 25Q: 3 clusters Score -1.579504e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191072 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -15795098.000000 Penalty: 6048.996582
	Iteration 26Q: 3 clusters Score -1.57951e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191178 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -15795135.000000 Penalty: 6048.996582
	Iteration 27Q: 3 clusters Score -1.579514e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191251 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -15795139.000000 Penalty: 6048.996582
	Iteration 28Q: 3 clusters Score -1.579514e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191298 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -15795136.000000 Penalty: 6048.996582
	Iteration 29Q: 3 clusters Score -1.579514e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191332 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -15795165.000000 Penalty: 6048.996582
	Iteration 30Q: 3 clusters Score -1.579516e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191353 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -15795171.000000 Penalty: 6048.996582
	Iteration 31Q: 3 clusters Score -1.579517e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191376 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -15795145.000000 Penalty: 6048.996582
	Iteration 32Q: 3 clusters Score -1.579514e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191406 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -15795161.000000 Penalty: 6048.996582
	Iteration 33Q: 3 clusters Score -1.579516e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191425 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -15795178.000000 Penalty: 6048.996582
	Iteration 34Q: 3 clusters Score -1.579518e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191447 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -15795168.000000 Penalty: 6048.996582
	Iteration 35Q: 3 clusters Score -1.579517e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191461 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -15795152.000000 Penalty: 6048.996582
	Iteration 36Q: 3 clusters Score -1.579515e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191465 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -15795192.000000 Penalty: 6048.996582
	Iteration 37Q: 3 clusters Score -1.579519e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191471 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -15795191.000000 Penalty: 6048.996582
	Iteration 38Q: 3 clusters Score -1.579519e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191473 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -15795172.000000 Penalty: 6048.996582
	Iteration 39Q: 3 clusters Score -1.579517e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191474 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -15795176.000000 Penalty: 6048.996582
	Iteration 40F: 3 clusters Score -1.579518e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191474 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -15795178.000000 Penalty: 6048.996582
	Iteration 41Q: 3 clusters Score -1.579518e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191481 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -15795185.000000 Penalty: 6048.996582
	Iteration 42Q: 3 clusters Score -1.579518e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191491 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -15795186.000000 Penalty: 6048.996582
	Iteration 43Q: 3 clusters Score -1.579519e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191497 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -15795197.000000 Penalty: 6048.996582
	Iteration 44Q: 3 clusters Score -1.57952e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191494 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -15795196.000000 Penalty: 6048.996582
	Iteration 45Q: 3 clusters Score -1.57952e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191492 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -15795186.000000 Penalty: 6048.996582
	Iteration 46Q: 3 clusters Score -1.579519e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191491 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -15795196.000000 Penalty: 6048.996582
	Iteration 47Q: 3 clusters Score -1.57952e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191491 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -15795189.000000 Penalty: 6048.996582
	Iteration 48Q: 3 clusters Score -1.579519e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191491 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -15795197.000000 Penalty: 6048.996582
	Iteration 49Q: 3 clusters Score -1.57952e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191489 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -15795190.000000 Penalty: 6048.996582
	Iteration 50Q: 3 clusters Score -1.579519e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191489 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -15795188.000000 Penalty: 6048.996582
	Iteration 51Q: 3 clusters Score -1.579519e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191489 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -15795187.000000 Penalty: 6048.996582
	Iteration 52Q: 3 clusters Score -1.579519e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191489 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -15795190.000000 Penalty: 6048.996582
	Iteration 53Q: 3 clusters Score -1.579519e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191488 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -15795195.000000 Penalty: 6048.996582
	Iteration 54Q: 3 clusters Score -1.57952e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191488 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -15795195.000000 Penalty: 6048.996582
	Iteration 55F: 3 clusters Score -1.57952e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (12793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Entering Unmasked Estep 
Score: -1040717.812500 Penalty: 2345.250000
	Iteration 0F: 2 clusters Score -1040718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1031303.250000 Penalty: 4690.500000
	Iteration 0F: 3 clusters Score -1031303 nChanged 5438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1034182.187500 Penalty: 4690.500000
	Iteration 1F: 3 clusters Score -1034182 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1034541.250000 Penalty: 4690.500000
	Iteration 2F: 3 clusters Score -1034541 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1034805.062500 Penalty: 4690.500000
	Iteration 3Q: 3 clusters Score -1034805 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1035019.062500 Penalty: 4690.500000
	Iteration 4Q: 3 clusters Score -1035019 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1035220.562500 Penalty: 4690.500000
	Iteration 5Q: 3 clusters Score -1035221 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1035422.750000 Penalty: 4690.500000
	Iteration 6Q: 3 clusters Score -1035423 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1035616.625000 Penalty: 4690.500000
	Iteration 7Q: 3 clusters Score -1035617 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1035810.812500 Penalty: 4690.500000
	Iteration 8Q: 3 clusters Score -1035811 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1036008.000000 Penalty: 4690.500000
	Iteration 9Q: 3 clusters Score -1036008 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1036193.687500 Penalty: 4690.500000
	Iteration 10Q: 3 clusters Score -1036194 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1036375.312500 Penalty: 4690.500000
	Iteration 11Q: 3 clusters Score -1036375 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1036582.562500 Penalty: 4690.500000
	Iteration 12Q: 3 clusters Score -1036583 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1036803.812500 Penalty: 4690.500000
	Iteration 13Q: 3 clusters Score -1036804 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -1037063.562500 Penalty: 4690.500000
	Iteration 14Q: 3 clusters Score -1037064 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1037305.250000 Penalty: 4690.500000
	Iteration 15Q: 3 clusters Score -1037305 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1037546.125000 Penalty: 4690.500000
	Iteration 16Q: 3 clusters Score -1037546 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1037763.812500 Penalty: 4690.500000
	Iteration 17Q: 3 clusters Score -1037764 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1037935.312500 Penalty: 4690.500000
	Iteration 18Q: 3 clusters Score -1037935 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1038088.312500 Penalty: 4690.500000
	Iteration 19Q: 3 clusters Score -1038088 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1038238.687500 Penalty: 4690.500000
	Iteration 20F: 3 clusters Score -1038239 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1038389.500000 Penalty: 4690.500000
	Iteration 21Q: 3 clusters Score -1038390 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1038484.125000 Penalty: 4690.500000
	Iteration 22Q: 3 clusters Score -1038484 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1038546.812500 Penalty: 4690.500000
	Iteration 23Q: 3 clusters Score -1038547 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1038590.500000 Penalty: 4690.500000
	Iteration 24Q: 3 clusters Score -1038590 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1038620.625000 Penalty: 4690.500000
	Iteration 25Q: 3 clusters Score -1038621 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1038648.000000 Penalty: 4690.500000
	Iteration 26Q: 3 clusters Score -1038648 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1038668.500000 Penalty: 4690.500000
	Iteration 27Q: 3 clusters Score -1038668 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1038682.750000 Penalty: 4690.500000
	Iteration 28Q: 3 clusters Score -1038683 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1038696.562500 Penalty: 4690.500000
	Iteration 29Q: 3 clusters Score -1038697 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1038705.062500 Penalty: 4690.500000
	Iteration 30Q: 3 clusters Score -1038705 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1038711.500000 Penalty: 4690.500000
	Iteration 31Q: 3 clusters Score -1038712 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1038724.000000 Penalty: 4690.500000
	Iteration 32Q: 3 clusters Score -1038724 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1038736.937500 Penalty: 4690.500000
	Iteration 33Q: 3 clusters Score -1038737 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1038749.750000 Penalty: 4690.500000
	Iteration 34Q: 3 clusters Score -1038750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1038753.625000 Penalty: 4690.500000
	Iteration 35Q: 3 clusters Score -1038754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1038759.500000 Penalty: 4690.500000
	Iteration 36Q: 3 clusters Score -1038760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1038762.375000 Penalty: 4690.500000
	Iteration 37Q: 3 clusters Score -1038762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1038765.437500 Penalty: 4690.500000
	Iteration 38Q: 3 clusters Score -1038765 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1038766.687500 Penalty: 4690.500000
	Iteration 39Q: 3 clusters Score -1038767 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1038769.812500 Penalty: 4690.500000
	Iteration 40F: 3 clusters Score -1038770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1038770.562500 Penalty: 4690.500000
	Iteration 41Q: 3 clusters Score -1038771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1038775.437500 Penalty: 4690.500000
	Iteration 42Q: 3 clusters Score -1038775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1038775.625000 Penalty: 4690.500000
	Iteration 43Q: 3 clusters Score -1038776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1038775.625000 Penalty: 4690.500000
	Iteration 44F: 3 clusters Score -1038776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (14200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Entering Unmasked Estep 
Score: -935264.750000 Penalty: 2371.127197
	Iteration 0F: 2 clusters Score -935264.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -925065.187500 Penalty: 4742.254395
	Iteration 0F: 3 clusters Score -925065.2 nChanged 6163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -929580.562500 Penalty: 4742.254395
	Iteration 1F: 3 clusters Score -929580.6 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -930815.187500 Penalty: 4742.254395
	Iteration 2F: 3 clusters Score -930815.2 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -931938.375000 Penalty: 4742.254395
	Iteration 3F: 3 clusters Score -931938.4 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -932882.375000 Penalty: 4742.254395
	Iteration 4F: 3 clusters Score -932882.4 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -933583.125000 Penalty: 4742.254395
	Iteration 5F: 3 clusters Score -933583.1 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -934152.375000 Penalty: 4742.254395
	Iteration 6F: 3 clusters Score -934152.4 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -934553.687500 Penalty: 4742.254395
	Iteration 7Q: 3 clusters Score -934553.7 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -934814.312500 Penalty: 4742.254395
	Iteration 8Q: 3 clusters Score -934814.3 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -934961.312500 Penalty: 4742.254395
	Iteration 9Q: 3 clusters Score -934961.3 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -935057.375000 Penalty: 4742.254395
	Iteration 10Q: 3 clusters Score -935057.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -935117.687500 Penalty: 4742.254395
	Iteration 11Q: 3 clusters Score -935117.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -935151.625000 Penalty: 4742.254395
	Iteration 12Q: 3 clusters Score -935151.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -935177.937500 Penalty: 4742.254395
	Iteration 13Q: 3 clusters Score -935177.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -935203.750000 Penalty: 4742.254395
	Iteration 14Q: 3 clusters Score -935203.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -935227.687500 Penalty: 4742.254395
	Iteration 15Q: 3 clusters Score -935227.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -935247.000000 Penalty: 4742.254395
	Iteration 16Q: 3 clusters Score -935247 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -935258.250000 Penalty: 4742.254395
	Iteration 17Q: 3 clusters Score -935258.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -935263.437500 Penalty: 4742.254395
	Iteration 18Q: 3 clusters Score -935263.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -935264.750000 Penalty: 4742.254395
	Iteration 19Q: 3 clusters Score -935264.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -935268.062500 Penalty: 4742.254395
	Iteration 20F: 3 clusters Score -935268.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -935268.437500 Penalty: 4742.254395
	Iteration 21Q: 3 clusters Score -935268.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -935272.000000 Penalty: 4742.254395
	Iteration 22Q: 3 clusters Score -935272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -935270.937500 Penalty: 4742.254395
	Iteration 23Q: 3 clusters Score -935270.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -935273.562500 Penalty: 4742.254395
	Iteration 24Q: 3 clusters Score -935273.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -935273.750000 Penalty: 4742.254395
	Iteration 25Q: 3 clusters Score -935273.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -935274.875000 Penalty: 4742.254395
	Iteration 26Q: 3 clusters Score -935274.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -935277.000000 Penalty: 4742.254395
	Iteration 27Q: 3 clusters Score -935277 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -935275.312500 Penalty: 4742.254395
	Iteration 28Q: 3 clusters Score -935275.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -935275.375000 Penalty: 4742.254395
	Iteration 29Q: 3 clusters Score -935275.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -935276.000000 Penalty: 4742.254395
	Iteration 30Q: 3 clusters Score -935276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -935276.937500 Penalty: 4742.254395
	Iteration 31Q: 3 clusters Score -935276.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -935276.062500 Penalty: 4742.254395
	Iteration 32Q: 3 clusters Score -935276.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -935276.875000 Penalty: 4742.254395
	Iteration 33Q: 3 clusters Score -935276.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -935278.250000 Penalty: 4742.254395
	Iteration 34Q: 3 clusters Score -935278.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -935279.875000 Penalty: 4742.254395
	Iteration 35Q: 3 clusters Score -935279.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -935280.750000 Penalty: 4742.254395
	Iteration 36Q: 3 clusters Score -935280.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -935281.125000 Penalty: 4742.254395
	Iteration 37Q: 3 clusters Score -935281.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -935281.125000 Penalty: 4742.254395
	Iteration 38F: 3 clusters Score -935281.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 8973 members 
Mstep: Class 3 contains 605354 members 
Mstep: Class 4 contains 16032 members 
Mstep: Class 5 contains 109287 members 
Mstep: Class 6 contains 197908 members 
Mstep: Class 7 contains 12793 members 
Mstep: Class 8 contains 5943 members 
Mstep: Class 9 contains 82561 members 
Mstep: Class 10 contains 18713 members 
Mstep: Class 11 contains 153639 members 
Mstep: Class 12 contains 44418 members 
Mstep: Class 13 contains 8321 members 
Mstep: Class 14 contains 9140 members 
Mstep: Class 15 contains 11566 members 
Mstep: Class 16 contains 38342 members 
Mstep: Class 17 contains 13938 members 
Mstep: Class 18 contains 13691 members 
Mstep: Class 19 contains 61839 members 
Mstep: Class 20 contains 28901 members 
Mstep: Class 21 contains 8257 members 
Entering Unmasked Estep 
Score: -111865368.000000 Penalty: 73933.101562
Splitting cluster 8 changes total score from -111856928.000000 to -111865368.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 9 (82561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82561 members 
Entering Unmasked Estep 
Score: -6483597.000000 Penalty: 2807.680664
	Iteration 0F: 2 clusters Score -6483597 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41280 members 
Mstep: Class 2 contains 41281 members 
Entering Unmasked Estep 
Score: -6428408.000000 Penalty: 5615.361328
	Iteration 0F: 3 clusters Score -6428408 nChanged 38794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41130 members 
Mstep: Class 2 contains 41431 members 
Entering Unmasked Estep 
Score: -6450409.000000 Penalty: 5615.361328
	Iteration 1F: 3 clusters Score -6450409 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41194 members 
Mstep: Class 2 contains 41367 members 
Entering Unmasked Estep 
Score: -6450950.500000 Penalty: 5615.361328
	Iteration 2Q: 3 clusters Score -6450950 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41324 members 
Mstep: Class 2 contains 41237 members 
Entering Unmasked Estep 
Score: -6451691.500000 Penalty: 5615.361328
	Iteration 3Q: 3 clusters Score -6451692 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41583 members 
Mstep: Class 2 contains 40978 members 
Entering Unmasked Estep 
Score: -6452460.500000 Penalty: 5615.361328
	Iteration 4Q: 3 clusters Score -6452460 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42111 members 
Mstep: Class 2 contains 40450 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 43060 members 
Mstep: Class 2 contains 39501 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -6455145 nChanged 4126
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44544 members 
Mstep: Class 2 contains 38017 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -6457241 nChanged 4817
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Mstep: Class 1 contains 46619 members 
Mstep: Class 2 contains 35942 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -6459809 nChanged 5146
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Mstep: Class 1 contains 49257 members 
Mstep: Class 2 contains 33304 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -6462928 nChanged 4987
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Mstep: Class 1 contains 51972 members 
Mstep: Class 2 contains 30589 members 
Entering Unmasked Estep 
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	Iteration 10F: 3 clusters Score -6465911 nChanged 4258
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Mstep: Class 1 contains 54414 members 
Mstep: Class 2 contains 28147 members 
Entering Unmasked Estep 
Score: -6468635.500000 Penalty: 5615.361328
	Iteration 11F: 3 clusters Score -6468636 nChanged 3603
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56775 members 
Mstep: Class 2 contains 25786 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -6471156 nChanged 2899
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58934 members 
Mstep: Class 2 contains 23627 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -6473324 nChanged 2254
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60912 members 
Mstep: Class 2 contains 21649 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -6474774 nChanged 1829
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Mstep: Class 1 contains 62695 members 
Mstep: Class 2 contains 19866 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -6475776 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64350 members 
Mstep: Class 2 contains 18211 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -6476550 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65884 members 
Mstep: Class 2 contains 16677 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -6477266 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67230 members 
Mstep: Class 2 contains 15331 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -6477916 nChanged 1210
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68440 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -6478474 nChanged 1117
Entering Unmasked Mstep 
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Mstep: Class 1 contains 69551 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -6478984 nChanged 972
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70517 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -6479458 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71408 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -6479869 nChanged 788
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72196 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -6480210 nChanged 657
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72853 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -6480498 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73437 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -6480684 nChanged 539
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73974 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -6480868 nChanged 452
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Mstep: Class 1 contains 74426 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -6481015 nChanged 394
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Mstep: Class 1 contains 74820 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -6481098 nChanged 332
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75152 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -6481210 nChanged 285
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Mstep: Class 1 contains 75437 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -6481287 nChanged 260
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Mstep: Class 1 contains 75697 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -6481352 nChanged 255
Entering Unmasked Mstep 
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Mstep: Class 1 contains 75950 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -6481419 nChanged 227
Entering Unmasked Mstep 
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Mstep: Class 1 contains 76177 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -6481472 nChanged 195
Entering Unmasked Mstep 
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Mstep: Class 1 contains 76372 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -6481530 nChanged 162
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Mstep: Class 1 contains 76534 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -6481519 nChanged 139
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76673 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -6481534 nChanged 111
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76784 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -6481554 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 76882 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -6481570 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76965 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -6481576 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 77029 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -6481605 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 77084 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -6481606 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77142 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -6481616 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 77191 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -6481628 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77236 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -6481641.500000 Penalty: 5615.361328
	Iteration 44Q: 3 clusters Score -6481642 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77265 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -6481638.000000 Penalty: 5615.361328
	Iteration 45Q: 3 clusters Score -6481638 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77302 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -6481634 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77336 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -6481624.500000 Penalty: 5615.361328
	Iteration 47Q: 3 clusters Score -6481624 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77364 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -6481631.500000 Penalty: 5615.361328
	Iteration 48Q: 3 clusters Score -6481632 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77397 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -6481632 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77429 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -6481634 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77461 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -6481637.500000 Penalty: 5615.361328
	Iteration 51Q: 3 clusters Score -6481638 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77483 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -6481638 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 77508 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -6481646.000000 Penalty: 5615.361328
	Iteration 53Q: 3 clusters Score -6481646 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77528 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -6481644.500000 Penalty: 5615.361328
	Iteration 54Q: 3 clusters Score -6481644 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77553 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -6481654 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77570 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -6481646 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 77582 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -6481638 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 77592 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -6481637 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77604 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -6481644 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77616 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -6481652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77623 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -6481654 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 77634 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -6481648 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77648 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -6481658 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 77657 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -6481660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77666 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -6481654 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 77673 members 
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Entering Unmasked Estep 
Score: -6481655.500000 Penalty: 5615.361328
	Iteration 66Q: 3 clusters Score -6481656 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 77681 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -6481661 nChanged 6
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Mstep: Class 1 contains 77687 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -6481658 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 77692 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -6481656 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 77699 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -6481657 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 77708 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -6481656 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 77720 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -6481672 nChanged 13
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Mstep: Class 1 contains 77733 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -6481669 nChanged 24
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Mstep: Class 1 contains 77755 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -6481674 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 77772 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -6481664 nChanged 11
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Mstep: Class 1 contains 77783 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -6481670 nChanged 11
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Mstep: Class 1 contains 77792 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -6481668 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 77806 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -6481666 nChanged 12
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Mstep: Class 1 contains 77818 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -6481662 nChanged 14
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Mstep: Class 1 contains 77828 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -6481676 nChanged 19
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Mstep: Class 1 contains 77847 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -6481674 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 77861 members 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -6481668 nChanged 24
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Mstep: Class 1 contains 77885 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -6481668 nChanged 25
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Mstep: Class 1 contains 77910 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -6481666 nChanged 26
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Mstep: Class 1 contains 77936 members 
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	Iteration 85Q: 3 clusters Score -6481662 nChanged 26
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Mstep: Class 1 contains 77962 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -6481654 nChanged 28
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Mstep: Class 1 contains 77990 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -6481662 nChanged 22
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Mstep: Class 1 contains 78010 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -6481667 nChanged 16
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Mstep: Class 1 contains 78024 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -6481671 nChanged 17
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Mstep: Class 1 contains 78041 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -6481683 nChanged 10
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Mstep: Class 1 contains 78049 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -6481681 nChanged 9
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Mstep: Class 1 contains 78056 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -6481676 nChanged 8
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Mstep: Class 1 contains 78062 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -6481680 nChanged 10
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Mstep: Class 1 contains 78072 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -6481687 nChanged 12
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Mstep: Class 1 contains 78084 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -6481678 nChanged 16
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Mstep: Class 1 contains 78100 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -6481669 nChanged 17
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Mstep: Class 1 contains 78117 members 
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Entering Unmasked Estep 
Score: -6481670.500000 Penalty: 5615.361328
	Iteration 97Q: 3 clusters Score -6481670 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78139 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -6481679.500000 Penalty: 5615.361328
	Iteration 98Q: 3 clusters Score -6481680 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78166 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -6481684.500000 Penalty: 5615.361328
	Iteration 99Q: 3 clusters Score -6481684 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78186 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -6481673.500000 Penalty: 5615.361328
	Iteration 100F: 3 clusters Score -6481674 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78203 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -6481686.000000 Penalty: 5615.361328
	Iteration 101Q: 3 clusters Score -6481686 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78214 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -6481685.000000 Penalty: 5615.361328
	Iteration 102Q: 3 clusters Score -6481685 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78220 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -6481685.000000 Penalty: 5615.361328
	Iteration 103Q: 3 clusters Score -6481685 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78224 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -6481677.000000 Penalty: 5615.361328
	Iteration 104Q: 3 clusters Score -6481677 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78227 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -6481683.500000 Penalty: 5615.361328
	Iteration 105Q: 3 clusters Score -6481684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78230 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -6481681.500000 Penalty: 5615.361328
	Iteration 106Q: 3 clusters Score -6481682 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78239 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -6481688.000000 Penalty: 5615.361328
	Iteration 107Q: 3 clusters Score -6481688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78246 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -6481686.000000 Penalty: 5615.361328
	Iteration 108Q: 3 clusters Score -6481686 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78253 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -6481690.500000 Penalty: 5615.361328
	Iteration 109Q: 3 clusters Score -6481690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78262 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -6481687.500000 Penalty: 5615.361328
	Iteration 110Q: 3 clusters Score -6481688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78269 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -6481691.000000 Penalty: 5615.361328
	Iteration 111Q: 3 clusters Score -6481691 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78274 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -6481687.500000 Penalty: 5615.361328
	Iteration 112Q: 3 clusters Score -6481688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78280 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -6481686.500000 Penalty: 5615.361328
	Iteration 113Q: 3 clusters Score -6481686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78287 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -6481696.500000 Penalty: 5615.361328
	Iteration 114Q: 3 clusters Score -6481696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78293 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -6481699.500000 Penalty: 5615.361328
	Iteration 115Q: 3 clusters Score -6481700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78294 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -6481696.500000 Penalty: 5615.361328
	Iteration 116Q: 3 clusters Score -6481696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78297 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -6481700.000000 Penalty: 5615.361328
	Iteration 117Q: 3 clusters Score -6481700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78300 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -6481701.000000 Penalty: 5615.361328
	Iteration 118Q: 3 clusters Score -6481701 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78300 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -6481701.000000 Penalty: 5615.361328
	Iteration 119F: 3 clusters Score -6481701 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (18713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18713 members 
Entering Unmasked Estep 
Score: -1481643.500000 Penalty: 2439.569580
	Iteration 0F: 2 clusters Score -1481644 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -1468453.500000 Penalty: 4879.139160
	Iteration 0F: 3 clusters Score -1468454 nChanged 8155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -1472918.750000 Penalty: 4879.139160
	Iteration 1F: 3 clusters Score -1472919 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -1473375.500000 Penalty: 4879.139160
	Iteration 2F: 3 clusters Score -1473376 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -1473896.375000 Penalty: 4879.139160
	Iteration 3F: 3 clusters Score -1473896 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1474610.750000 Penalty: 4879.139160
	Iteration 4F: 3 clusters Score -1474611 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -1475628.375000 Penalty: 4879.139160
	Iteration 5F: 3 clusters Score -1475628 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1476775.875000 Penalty: 4879.139160
	Iteration 6F: 3 clusters Score -1476776 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1477768.500000 Penalty: 4879.139160
	Iteration 7F: 3 clusters Score -1477768 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1478435.375000 Penalty: 4879.139160
	Iteration 8F: 3 clusters Score -1478435 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1478846.250000 Penalty: 4879.139160
	Iteration 9Q: 3 clusters Score -1478846 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1479094.125000 Penalty: 4879.139160
	Iteration 10Q: 3 clusters Score -1479094 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1479263.000000 Penalty: 4879.139160
	Iteration 11Q: 3 clusters Score -1479263 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1479374.375000 Penalty: 4879.139160
	Iteration 12Q: 3 clusters Score -1479374 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1479464.125000 Penalty: 4879.139160
	Iteration 13Q: 3 clusters Score -1479464 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1479525.875000 Penalty: 4879.139160
	Iteration 14Q: 3 clusters Score -1479526 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1479569.875000 Penalty: 4879.139160
	Iteration 15Q: 3 clusters Score -1479570 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1479615.375000 Penalty: 4879.139160
	Iteration 16Q: 3 clusters Score -1479615 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1479660.750000 Penalty: 4879.139160
	Iteration 17Q: 3 clusters Score -1479661 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1479694.875000 Penalty: 4879.139160
	Iteration 18Q: 3 clusters Score -1479695 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -1479737.875000 Penalty: 4879.139160
	Iteration 19Q: 3 clusters Score -1479738 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1479778.125000 Penalty: 4879.139160
	Iteration 20F: 3 clusters Score -1479778 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1479818.250000 Penalty: 4879.139160
	Iteration 21Q: 3 clusters Score -1479818 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15773 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1479849.125000 Penalty: 4879.139160
	Iteration 22Q: 3 clusters Score -1479849 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15843 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1479876.625000 Penalty: 4879.139160
	Iteration 23Q: 3 clusters Score -1479877 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15911 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1479911.000000 Penalty: 4879.139160
	Iteration 24Q: 3 clusters Score -1479911 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15976 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1479923.000000 Penalty: 4879.139160
	Iteration 25Q: 3 clusters Score -1479923 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1479937.750000 Penalty: 4879.139160
	Iteration 26Q: 3 clusters Score -1479938 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1479948.250000 Penalty: 4879.139160
	Iteration 27Q: 3 clusters Score -1479948 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -1479960.125000 Penalty: 4879.139160
	Iteration 28Q: 3 clusters Score -1479960 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1479962.625000 Penalty: 4879.139160
	Iteration 29Q: 3 clusters Score -1479963 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1479985.500000 Penalty: 4879.139160
	Iteration 30Q: 3 clusters Score -1479986 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16233 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1480003.500000 Penalty: 4879.139160
	Iteration 31Q: 3 clusters Score -1480004 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16279 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1480019.250000 Penalty: 4879.139160
	Iteration 32Q: 3 clusters Score -1480019 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1480028.250000 Penalty: 4879.139160
	Iteration 33Q: 3 clusters Score -1480028 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16365 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1480045.125000 Penalty: 4879.139160
	Iteration 34Q: 3 clusters Score -1480045 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16403 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1480059.500000 Penalty: 4879.139160
	Iteration 35Q: 3 clusters Score -1480060 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16437 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1480069.250000 Penalty: 4879.139160
	Iteration 36Q: 3 clusters Score -1480069 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16471 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1480081.500000 Penalty: 4879.139160
	Iteration 37Q: 3 clusters Score -1480082 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16499 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1480090.125000 Penalty: 4879.139160
	Iteration 38Q: 3 clusters Score -1480090 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16531 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1480094.500000 Penalty: 4879.139160
	Iteration 39Q: 3 clusters Score -1480094 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16555 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1480097.125000 Penalty: 4879.139160
	Iteration 40F: 3 clusters Score -1480097 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1480108.625000 Penalty: 4879.139160
	Iteration 41Q: 3 clusters Score -1480109 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16600 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1480108.625000 Penalty: 4879.139160
	Iteration 42Q: 3 clusters Score -1480109 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16618 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1480112.875000 Penalty: 4879.139160
	Iteration 43Q: 3 clusters Score -1480113 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1480112.625000 Penalty: 4879.139160
	Iteration 44Q: 3 clusters Score -1480113 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16636 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1480112.875000 Penalty: 4879.139160
	Iteration 45Q: 3 clusters Score -1480113 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16646 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1480112.375000 Penalty: 4879.139160
	Iteration 46Q: 3 clusters Score -1480112 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16654 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1480117.375000 Penalty: 4879.139160
	Iteration 47Q: 3 clusters Score -1480117 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16657 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1480117.875000 Penalty: 4879.139160
	Iteration 48Q: 3 clusters Score -1480118 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1480121.500000 Penalty: 4879.139160
	Iteration 49Q: 3 clusters Score -1480122 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16679 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1480123.250000 Penalty: 4879.139160
	Iteration 50Q: 3 clusters Score -1480123 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16686 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1480132.625000 Penalty: 4879.139160
	Iteration 51Q: 3 clusters Score -1480133 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1480138.500000 Penalty: 4879.139160
	Iteration 52Q: 3 clusters Score -1480138 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1480140.625000 Penalty: 4879.139160
	Iteration 53Q: 3 clusters Score -1480141 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16712 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1480145.250000 Penalty: 4879.139160
	Iteration 54Q: 3 clusters Score -1480145 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1480147.250000 Penalty: 4879.139160
	Iteration 55Q: 3 clusters Score -1480147 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1480154.375000 Penalty: 4879.139160
	Iteration 56Q: 3 clusters Score -1480154 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1480156.875000 Penalty: 4879.139160
	Iteration 57Q: 3 clusters Score -1480157 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16760 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1480158.750000 Penalty: 4879.139160
	Iteration 58Q: 3 clusters Score -1480159 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16770 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1480165.250000 Penalty: 4879.139160
	Iteration 59Q: 3 clusters Score -1480165 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16781 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1480170.375000 Penalty: 4879.139160
	Iteration 60F: 3 clusters Score -1480170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1480169.375000 Penalty: 4879.139160
	Iteration 61Q: 3 clusters Score -1480169 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16791 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1480170.500000 Penalty: 4879.139160
	Iteration 62Q: 3 clusters Score -1480170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16799 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1480173.375000 Penalty: 4879.139160
	Iteration 63Q: 3 clusters Score -1480173 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1480172.000000 Penalty: 4879.139160
	Iteration 64Q: 3 clusters Score -1480172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1480174.625000 Penalty: 4879.139160
	Iteration 65Q: 3 clusters Score -1480175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16812 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1480177.000000 Penalty: 4879.139160
	Iteration 66Q: 3 clusters Score -1480177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16817 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1480175.375000 Penalty: 4879.139160
	Iteration 67Q: 3 clusters Score -1480175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16821 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1480179.375000 Penalty: 4879.139160
	Iteration 68Q: 3 clusters Score -1480179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1480181.000000 Penalty: 4879.139160
	Iteration 69Q: 3 clusters Score -1480181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1480179.625000 Penalty: 4879.139160
	Iteration 70Q: 3 clusters Score -1480180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16829 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1480181.375000 Penalty: 4879.139160
	Iteration 71Q: 3 clusters Score -1480181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16832 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1480179.250000 Penalty: 4879.139160
	Iteration 72Q: 3 clusters Score -1480179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16835 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1480180.625000 Penalty: 4879.139160
	Iteration 73Q: 3 clusters Score -1480181 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16843 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1480184.375000 Penalty: 4879.139160
	Iteration 74Q: 3 clusters Score -1480184 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16850 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1480183.500000 Penalty: 4879.139160
	Iteration 75Q: 3 clusters Score -1480184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16857 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1480185.750000 Penalty: 4879.139160
	Iteration 76Q: 3 clusters Score -1480186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16860 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1480186.625000 Penalty: 4879.139160
	Iteration 77Q: 3 clusters Score -1480187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16862 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1480187.125000 Penalty: 4879.139160
	Iteration 78Q: 3 clusters Score -1480187 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16862 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1480187.125000 Penalty: 4879.139160
	Iteration 79F: 3 clusters Score -1480187 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (153639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153639 members 
Entering Unmasked Estep 
Score: -12307727.000000 Penalty: 2961.705566
	Iteration 0F: 2 clusters Score -1.230773e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77037 members 
Mstep: Class 2 contains 76602 members 
Entering Unmasked Estep 
Score: -12204475.000000 Penalty: 5923.411133
	Iteration 0F: 3 clusters Score -1.220448e+07 nChanged 73756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79619 members 
Mstep: Class 2 contains 74020 members 
Entering Unmasked Estep 
Score: -12246785.000000 Penalty: 5923.411133
	Iteration 1F: 3 clusters Score -1.224678e+07 nChanged 4243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81140 members 
Mstep: Class 2 contains 72499 members 
Entering Unmasked Estep 
Score: -12247811.000000 Penalty: 5923.411133
	Iteration 2Q: 3 clusters Score -1.224781e+07 nChanged 4558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83430 members 
Mstep: Class 2 contains 70209 members 
Entering Unmasked Estep 
Score: -12249021.000000 Penalty: 5923.411133
	Iteration 3Q: 3 clusters Score -1.224902e+07 nChanged 5226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86814 members 
Mstep: Class 2 contains 66825 members 
Entering Unmasked Estep 
Score: -12250924.000000 Penalty: 5923.411133
	Iteration 4Q: 3 clusters Score -1.225092e+07 nChanged 6180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91786 members 
Mstep: Class 2 contains 61853 members 
Entering Unmasked Estep 
Score: -12253948.000000 Penalty: 5923.411133
	Iteration 5Q: 3 clusters Score -1.225395e+07 nChanged 7797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98803 members 
Mstep: Class 2 contains 54836 members 
Entering Unmasked Estep 
Score: -12258715.000000 Penalty: 5923.411133
	Iteration 6F: 3 clusters Score -1.225872e+07 nChanged 9604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107963 members 
Mstep: Class 2 contains 45676 members 
Entering Unmasked Estep 
Score: -12265683.000000 Penalty: 5923.411133
	Iteration 7F: 3 clusters Score -1.226568e+07 nChanged 11237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119014 members 
Mstep: Class 2 contains 34625 members 
Entering Unmasked Estep 
Score: -12275255.000000 Penalty: 5923.411133
	Iteration 8F: 3 clusters Score -1.227526e+07 nChanged 11383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130347 members 
Mstep: Class 2 contains 23292 members 
Entering Unmasked Estep 
Score: -12285817.000000 Penalty: 5923.411133
	Iteration 9F: 3 clusters Score -1.228582e+07 nChanged 9529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139856 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -12294400.000000 Penalty: 5923.411133
	Iteration 10F: 3 clusters Score -1.22944e+07 nChanged 6279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146127 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -12299730.000000 Penalty: 5923.411133
	Iteration 11Q: 3 clusters Score -1.229973e+07 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149601 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -12302482.000000 Penalty: 5923.411133
	Iteration 12Q: 3 clusters Score -1.230248e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151269 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -12303836.000000 Penalty: 5923.411133
	Iteration 13Q: 3 clusters Score -1.230384e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152082 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -12304452.000000 Penalty: 5923.411133
	Iteration 14Q: 3 clusters Score -1.230445e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152474 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -12304725.000000 Penalty: 5923.411133
	Iteration 15Q: 3 clusters Score -1.230472e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152665 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -12304900.000000 Penalty: 5923.411133
	Iteration 16Q: 3 clusters Score -1.23049e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152773 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -12305000.000000 Penalty: 5923.411133
	Iteration 17Q: 3 clusters Score -1.2305e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152834 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -12305068.000000 Penalty: 5923.411133
	Iteration 18Q: 3 clusters Score -1.230507e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152879 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -12305126.000000 Penalty: 5923.411133
	Iteration 19Q: 3 clusters Score -1.230513e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152909 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -12305164.000000 Penalty: 5923.411133
	Iteration 20F: 3 clusters Score -1.230516e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152924 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -12305173.000000 Penalty: 5923.411133
	Iteration 21Q: 3 clusters Score -1.230517e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152946 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -12305209.000000 Penalty: 5923.411133
	Iteration 22Q: 3 clusters Score -1.230521e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152960 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -12305233.000000 Penalty: 5923.411133
	Iteration 23Q: 3 clusters Score -1.230523e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152968 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -12305235.000000 Penalty: 5923.411133
	Iteration 24Q: 3 clusters Score -1.230524e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152980 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -12305249.000000 Penalty: 5923.411133
	Iteration 25Q: 3 clusters Score -1.230525e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152987 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -12305249.000000 Penalty: 5923.411133
	Iteration 26Q: 3 clusters Score -1.230525e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152995 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -12305248.000000 Penalty: 5923.411133
	Iteration 27Q: 3 clusters Score -1.230525e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152997 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -12305246.000000 Penalty: 5923.411133
	Iteration 28Q: 3 clusters Score -1.230525e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153004 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -12305254.000000 Penalty: 5923.411133
	Iteration 29Q: 3 clusters Score -1.230525e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153008 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -12305266.000000 Penalty: 5923.411133
	Iteration 30Q: 3 clusters Score -1.230527e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153008 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -12305269.000000 Penalty: 5923.411133
	Iteration 31Q: 3 clusters Score -1.230527e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153011 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -12305281.000000 Penalty: 5923.411133
	Iteration 32Q: 3 clusters Score -1.230528e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153017 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -12305286.000000 Penalty: 5923.411133
	Iteration 33Q: 3 clusters Score -1.230529e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153022 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -12305286.000000 Penalty: 5923.411133
	Iteration 34Q: 3 clusters Score -1.230529e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153020 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -12305286.000000 Penalty: 5923.411133
	Iteration 35Q: 3 clusters Score -1.230529e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153020 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -12305290.000000 Penalty: 5923.411133
	Iteration 36Q: 3 clusters Score -1.230529e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153021 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -12305287.000000 Penalty: 5923.411133
	Iteration 37Q: 3 clusters Score -1.230529e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153024 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -12305294.000000 Penalty: 5923.411133
	Iteration 38Q: 3 clusters Score -1.230529e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153025 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -12305296.000000 Penalty: 5923.411133
	Iteration 39Q: 3 clusters Score -1.23053e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153028 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -12305297.000000 Penalty: 5923.411133
	Iteration 40F: 3 clusters Score -1.23053e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153029 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -12305302.000000 Penalty: 5923.411133
	Iteration 41Q: 3 clusters Score -1.23053e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153031 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -12305290.000000 Penalty: 5923.411133
	Iteration 42Q: 3 clusters Score -1.230529e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153032 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -12305292.000000 Penalty: 5923.411133
	Iteration 43Q: 3 clusters Score -1.230529e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153033 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -12305288.000000 Penalty: 5923.411133
	Iteration 44Q: 3 clusters Score -1.230529e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153034 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -12305294.000000 Penalty: 5923.411133
	Iteration 45Q: 3 clusters Score -1.230529e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153034 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -12305294.000000 Penalty: 5923.411133
	Iteration 46F: 3 clusters Score -1.230529e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (44418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44418 members 
Entering Unmasked Estep 
Score: -3601312.000000 Penalty: 2653.947266
	Iteration 0F: 2 clusters Score -3601312 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 22195 members 
Entering Unmasked Estep 
Score: -3571274.500000 Penalty: 5307.894531
	Iteration 0F: 3 clusters Score -3571274 nChanged 20423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22454 members 
Mstep: Class 2 contains 21964 members 
Entering Unmasked Estep 
Score: -3582518.250000 Penalty: 5307.894531
	Iteration 1F: 3 clusters Score -3582518 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22610 members 
Mstep: Class 2 contains 21808 members 
Entering Unmasked Estep 
Score: -3583206.500000 Penalty: 5307.894531
	Iteration 2Q: 3 clusters Score -3583206 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22707 members 
Mstep: Class 2 contains 21711 members 
Entering Unmasked Estep 
Score: -3584074.750000 Penalty: 5307.894531
	Iteration 3Q: 3 clusters Score -3584075 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22687 members 
Mstep: Class 2 contains 21731 members 
Entering Unmasked Estep 
Score: -3585090.250000 Penalty: 5307.894531
	Iteration 4Q: 3 clusters Score -3585090 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22391 members 
Mstep: Class 2 contains 22027 members 
Entering Unmasked Estep 
Score: -3586323.750000 Penalty: 5307.894531
	Iteration 5F: 3 clusters Score -3586324 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21754 members 
Mstep: Class 2 contains 22664 members 
Entering Unmasked Estep 
Score: -3587749.750000 Penalty: 5307.894531
	Iteration 6F: 3 clusters Score -3587750 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20826 members 
Mstep: Class 2 contains 23592 members 
Entering Unmasked Estep 
Score: -3589488.500000 Penalty: 5307.894531
	Iteration 7F: 3 clusters Score -3589488 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19688 members 
Mstep: Class 2 contains 24730 members 
Entering Unmasked Estep 
Score: -3591135.000000 Penalty: 5307.894531
	Iteration 8F: 3 clusters Score -3591135 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18555 members 
Mstep: Class 2 contains 25863 members 
Entering Unmasked Estep 
Score: -3592500.000000 Penalty: 5307.894531
	Iteration 9F: 3 clusters Score -3592500 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17520 members 
Mstep: Class 2 contains 26898 members 
Entering Unmasked Estep 
Score: -3593413.750000 Penalty: 5307.894531
	Iteration 10Q: 3 clusters Score -3593414 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16579 members 
Mstep: Class 2 contains 27839 members 
Entering Unmasked Estep 
Score: -3593977.500000 Penalty: 5307.894531
	Iteration 11Q: 3 clusters Score -3593978 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15686 members 
Mstep: Class 2 contains 28732 members 
Entering Unmasked Estep 
Score: -3594402.500000 Penalty: 5307.894531
	Iteration 12Q: 3 clusters Score -3594402 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 29660 members 
Entering Unmasked Estep 
Score: -3594778.250000 Penalty: 5307.894531
	Iteration 13Q: 3 clusters Score -3594778 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 30532 members 
Entering Unmasked Estep 
Score: -3595083.250000 Penalty: 5307.894531
	Iteration 14Q: 3 clusters Score -3595083 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 31408 members 
Entering Unmasked Estep 
Score: -3595418.750000 Penalty: 5307.894531
	Iteration 15Q: 3 clusters Score -3595419 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 32327 members 
Entering Unmasked Estep 
Score: -3595785.000000 Penalty: 5307.894531
	Iteration 16Q: 3 clusters Score -3595785 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 33306 members 
Entering Unmasked Estep 
Score: -3596192.750000 Penalty: 5307.894531
	Iteration 17Q: 3 clusters Score -3596193 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 34202 members 
Entering Unmasked Estep 
Score: -3596610.500000 Penalty: 5307.894531
	Iteration 18Q: 3 clusters Score -3596610 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 35090 members 
Entering Unmasked Estep 
Score: -3597036.000000 Penalty: 5307.894531
	Iteration 19Q: 3 clusters Score -3597036 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 35951 members 
Entering Unmasked Estep 
Score: -3597505.500000 Penalty: 5307.894531
	Iteration 20F: 3 clusters Score -3597506 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 36702 members 
Entering Unmasked Estep 
Score: -3597920.000000 Penalty: 5307.894531
	Iteration 21Q: 3 clusters Score -3597920 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 37354 members 
Entering Unmasked Estep 
Score: -3598268.500000 Penalty: 5307.894531
	Iteration 22Q: 3 clusters Score -3598268 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 37937 members 
Entering Unmasked Estep 
Score: -3598570.250000 Penalty: 5307.894531
	Iteration 23Q: 3 clusters Score -3598570 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 38456 members 
Entering Unmasked Estep 
Score: -3598837.500000 Penalty: 5307.894531
	Iteration 24Q: 3 clusters Score -3598838 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 38913 members 
Entering Unmasked Estep 
Score: -3599074.250000 Penalty: 5307.894531
	Iteration 25Q: 3 clusters Score -3599074 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 39312 members 
Entering Unmasked Estep 
Score: -3599265.750000 Penalty: 5307.894531
	Iteration 26Q: 3 clusters Score -3599266 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 39669 members 
Entering Unmasked Estep 
Score: -3599395.000000 Penalty: 5307.894531
	Iteration 27Q: 3 clusters Score -3599395 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 40008 members 
Entering Unmasked Estep 
Score: -3599536.500000 Penalty: 5307.894531
	Iteration 28Q: 3 clusters Score -3599536 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 40292 members 
Entering Unmasked Estep 
Score: -3599655.750000 Penalty: 5307.894531
	Iteration 29Q: 3 clusters Score -3599656 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 40537 members 
Entering Unmasked Estep 
Score: -3599744.250000 Penalty: 5307.894531
	Iteration 30Q: 3 clusters Score -3599744 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 40760 members 
Entering Unmasked Estep 
Score: -3599820.750000 Penalty: 5307.894531
	Iteration 31Q: 3 clusters Score -3599821 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 40951 members 
Entering Unmasked Estep 
Score: -3599882.500000 Penalty: 5307.894531
	Iteration 32Q: 3 clusters Score -3599882 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 41109 members 
Entering Unmasked Estep 
Score: -3599926.000000 Penalty: 5307.894531
	Iteration 33Q: 3 clusters Score -3599926 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 41266 members 
Entering Unmasked Estep 
Score: -3599986.500000 Penalty: 5307.894531
	Iteration 34Q: 3 clusters Score -3599986 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 41417 members 
Entering Unmasked Estep 
Score: -3600035.250000 Penalty: 5307.894531
	Iteration 35Q: 3 clusters Score -3600035 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 41551 members 
Entering Unmasked Estep 
Score: -3600085.500000 Penalty: 5307.894531
	Iteration 36Q: 3 clusters Score -3600086 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 41668 members 
Entering Unmasked Estep 
Score: -3600116.000000 Penalty: 5307.894531
	Iteration 37Q: 3 clusters Score -3600116 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 41758 members 
Entering Unmasked Estep 
Score: -3600137.250000 Penalty: 5307.894531
	Iteration 38Q: 3 clusters Score -3600137 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 41836 members 
Entering Unmasked Estep 
Score: -3600155.750000 Penalty: 5307.894531
	Iteration 39Q: 3 clusters Score -3600156 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 41910 members 
Entering Unmasked Estep 
Score: -3600188.000000 Penalty: 5307.894531
	Iteration 40F: 3 clusters Score -3600188 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 41971 members 
Entering Unmasked Estep 
Score: -3600197.250000 Penalty: 5307.894531
	Iteration 41Q: 3 clusters Score -3600197 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 42029 members 
Entering Unmasked Estep 
Score: -3600211.000000 Penalty: 5307.894531
	Iteration 42Q: 3 clusters Score -3600211 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 42068 members 
Entering Unmasked Estep 
Score: -3600220.000000 Penalty: 5307.894531
	Iteration 43Q: 3 clusters Score -3600220 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 42097 members 
Entering Unmasked Estep 
Score: -3600223.750000 Penalty: 5307.894531
	Iteration 44Q: 3 clusters Score -3600224 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 42114 members 
Entering Unmasked Estep 
Score: -3600225.000000 Penalty: 5307.894531
	Iteration 45Q: 3 clusters Score -3600225 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 42127 members 
Entering Unmasked Estep 
Score: -3600229.250000 Penalty: 5307.894531
	Iteration 46Q: 3 clusters Score -3600229 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 42140 members 
Entering Unmasked Estep 
Score: -3600230.000000 Penalty: 5307.894531
	Iteration 47Q: 3 clusters Score -3600230 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 42153 members 
Entering Unmasked Estep 
Score: -3600232.250000 Penalty: 5307.894531
	Iteration 48Q: 3 clusters Score -3600232 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 42160 members 
Entering Unmasked Estep 
Score: -3600236.750000 Penalty: 5307.894531
	Iteration 49Q: 3 clusters Score -3600237 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 42172 members 
Entering Unmasked Estep 
Score: -3600237.000000 Penalty: 5307.894531
	Iteration 50Q: 3 clusters Score -3600237 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 42187 members 
Entering Unmasked Estep 
Score: -3600248.000000 Penalty: 5307.894531
	Iteration 51Q: 3 clusters Score -3600248 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 42200 members 
Entering Unmasked Estep 
Score: -3600245.500000 Penalty: 5307.894531
	Iteration 52Q: 3 clusters Score -3600246 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 42221 members 
Entering Unmasked Estep 
Score: -3600254.250000 Penalty: 5307.894531
	Iteration 53Q: 3 clusters Score -3600254 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 42239 members 
Entering Unmasked Estep 
Score: -3600262.750000 Penalty: 5307.894531
	Iteration 54Q: 3 clusters Score -3600263 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 42258 members 
Entering Unmasked Estep 
Score: -3600262.750000 Penalty: 5307.894531
	Iteration 55Q: 3 clusters Score -3600263 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 42275 members 
Entering Unmasked Estep 
Score: -3600265.000000 Penalty: 5307.894531
	Iteration 56Q: 3 clusters Score -3600265 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 42290 members 
Entering Unmasked Estep 
Score: -3600278.000000 Penalty: 5307.894531
	Iteration 57Q: 3 clusters Score -3600278 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 42306 members 
Entering Unmasked Estep 
Score: -3600276.750000 Penalty: 5307.894531
	Iteration 58Q: 3 clusters Score -3600277 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 42316 members 
Entering Unmasked Estep 
Score: -3600283.750000 Penalty: 5307.894531
	Iteration 59Q: 3 clusters Score -3600284 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 42328 members 
Entering Unmasked Estep 
Score: -3600283.250000 Penalty: 5307.894531
	Iteration 60F: 3 clusters Score -3600283 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 42336 members 
Entering Unmasked Estep 
Score: -3600281.250000 Penalty: 5307.894531
	Iteration 61Q: 3 clusters Score -3600281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 42341 members 
Entering Unmasked Estep 
Score: -3600279.250000 Penalty: 5307.894531
	Iteration 62Q: 3 clusters Score -3600279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 42344 members 
Entering Unmasked Estep 
Score: -3600279.000000 Penalty: 5307.894531
	Iteration 63Q: 3 clusters Score -3600279 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 42348 members 
Entering Unmasked Estep 
Score: -3600278.000000 Penalty: 5307.894531
	Iteration 64Q: 3 clusters Score -3600278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 42355 members 
Entering Unmasked Estep 
Score: -3600278.500000 Penalty: 5307.894531
	Iteration 65Q: 3 clusters Score -3600278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 42358 members 
Entering Unmasked Estep 
Score: -3600282.000000 Penalty: 5307.894531
	Iteration 66Q: 3 clusters Score -3600282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 42361 members 
Entering Unmasked Estep 
Score: -3600285.250000 Penalty: 5307.894531
	Iteration 67Q: 3 clusters Score -3600285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 42364 members 
Entering Unmasked Estep 
Score: -3600287.250000 Penalty: 5307.894531
	Iteration 68Q: 3 clusters Score -3600287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 42365 members 
Entering Unmasked Estep 
Score: -3600286.250000 Penalty: 5307.894531
	Iteration 69Q: 3 clusters Score -3600286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 42366 members 
Entering Unmasked Estep 
Score: -3600283.000000 Penalty: 5307.894531
	Iteration 70Q: 3 clusters Score -3600283 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 42366 members 
Entering Unmasked Estep 
Score: -3600283.000000 Penalty: 5307.894531
	Iteration 71F: 3 clusters Score -3600283 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Entering Unmasked Estep 
Score: -599294.750000 Penalty: 2238.581299
	Iteration 0F: 2 clusters Score -599294.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -592676.000000 Penalty: 4477.162598
	Iteration 0F: 3 clusters Score -592676 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -595020.375000 Penalty: 4477.162598
	Iteration 1F: 3 clusters Score -595020.4 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -596553.687500 Penalty: 4477.162598
	Iteration 2F: 3 clusters Score -596553.7 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -598137.937500 Penalty: 4477.162598
	Iteration 3F: 3 clusters Score -598137.9 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -599211.562500 Penalty: 4477.162598
	Iteration 4F: 3 clusters Score -599211.6 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -599707.000000 Penalty: 4477.162598
	Iteration 5F: 3 clusters Score -599707 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -599891.000000 Penalty: 4477.162598
	Iteration 6Q: 3 clusters Score -599891 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -599951.937500 Penalty: 4477.162598
	Iteration 7Q: 3 clusters Score -599951.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -599978.000000 Penalty: 4477.162598
	Iteration 8Q: 3 clusters Score -599978 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -599985.562500 Penalty: 4477.162598
	Iteration 9Q: 3 clusters Score -599985.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -599991.187500 Penalty: 4477.162598
	Iteration 10Q: 3 clusters Score -599991.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -599992.687500 Penalty: 4477.162598
	Iteration 11Q: 3 clusters Score -599992.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -599992.250000 Penalty: 4477.162598
	Iteration 12Q: 3 clusters Score -599992.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -599993.312500 Penalty: 4477.162598
	Iteration 13Q: 3 clusters Score -599993.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -599995.375000 Penalty: 4477.162598
	Iteration 14Q: 3 clusters Score -599995.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -599997.187500 Penalty: 4477.162598
	Iteration 15Q: 3 clusters Score -599997.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -599997.062500 Penalty: 4477.162598
	Iteration 16Q: 3 clusters Score -599997.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -599996.812500 Penalty: 4477.162598
	Iteration 17Q: 3 clusters Score -599996.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -599996.750000 Penalty: 4477.162598
	Iteration 18Q: 3 clusters Score -599996.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -599996.250000 Penalty: 4477.162598
	Iteration 19Q: 3 clusters Score -599996.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -599996.250000 Penalty: 4477.162598
	Iteration 20F: 3 clusters Score -599996.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 8973 members 
Mstep: Class 3 contains 605354 members 
Mstep: Class 4 contains 16032 members 
Mstep: Class 5 contains 109287 members 
Mstep: Class 6 contains 197908 members 
Mstep: Class 7 contains 12793 members 
Mstep: Class 8 contains 5943 members 
Mstep: Class 9 contains 82561 members 
Mstep: Class 10 contains 18713 members 
Mstep: Class 11 contains 153639 members 
Mstep: Class 12 contains 44418 members 
Mstep: Class 13 contains 5595 members 
Mstep: Class 14 contains 9140 members 
Mstep: Class 15 contains 11566 members 
Mstep: Class 16 contains 38342 members 
Mstep: Class 17 contains 13938 members 
Mstep: Class 18 contains 13691 members 
Mstep: Class 19 contains 61839 members 
Mstep: Class 20 contains 28901 members 
Mstep: Class 21 contains 8257 members 
Mstep: Class 22 contains 2726 members 
Entering Unmasked Estep 
Score: -111864648.000000 Penalty: 77453.726562
Splitting cluster 13 changes total score from -111856928.000000 to -111864648.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 15 (11566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Entering Unmasked Estep 
Score: -906570.000000 Penalty: 2320.244629
	Iteration 0F: 2 clusters Score -906570 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -897818.937500 Penalty: 4640.489258
	Iteration 0F: 3 clusters Score -897818.9 nChanged 4890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -900445.187500 Penalty: 4640.489258
	Iteration 1F: 3 clusters Score -900445.2 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -901036.437500 Penalty: 4640.489258
	Iteration 2F: 3 clusters Score -901036.4 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -901725.375000 Penalty: 4640.489258
	Iteration 3F: 3 clusters Score -901725.4 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -902456.375000 Penalty: 4640.489258
	Iteration 4F: 3 clusters Score -902456.4 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -903213.250000 Penalty: 4640.489258
	Iteration 5F: 3 clusters Score -903213.2 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -903863.812500 Penalty: 4640.489258
	Iteration 6F: 3 clusters Score -903863.8 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -904431.062500 Penalty: 4640.489258
	Iteration 7F: 3 clusters Score -904431.1 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -904922.375000 Penalty: 4640.489258
	Iteration 8Q: 3 clusters Score -904922.4 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -905492.812500 Penalty: 4640.489258
	Iteration 9Q: 3 clusters Score -905492.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -906008.937500 Penalty: 4640.489258
	Iteration 10Q: 3 clusters Score -906008.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -906257.375000 Penalty: 4640.489258
	Iteration 11Q: 3 clusters Score -906257.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -906351.562500 Penalty: 4640.489258
	Iteration 12Q: 3 clusters Score -906351.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -906393.562500 Penalty: 4640.489258
	Iteration 13Q: 3 clusters Score -906393.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -906420.812500 Penalty: 4640.489258
	Iteration 14Q: 3 clusters Score -906420.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -906437.625000 Penalty: 4640.489258
	Iteration 15Q: 3 clusters Score -906437.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -906448.750000 Penalty: 4640.489258
	Iteration 16Q: 3 clusters Score -906448.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -906462.375000 Penalty: 4640.489258
	Iteration 17Q: 3 clusters Score -906462.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -906480.062500 Penalty: 4640.489258
	Iteration 18Q: 3 clusters Score -906480.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -906495.437500 Penalty: 4640.489258
	Iteration 19Q: 3 clusters Score -906495.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -906503.687500 Penalty: 4640.489258
	Iteration 20F: 3 clusters Score -906503.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -906516.812500 Penalty: 4640.489258
	Iteration 21Q: 3 clusters Score -906516.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -906528.000000 Penalty: 4640.489258
	Iteration 22Q: 3 clusters Score -906528 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -906540.437500 Penalty: 4640.489258
	Iteration 23Q: 3 clusters Score -906540.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -906543.750000 Penalty: 4640.489258
	Iteration 24Q: 3 clusters Score -906543.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -906550.812500 Penalty: 4640.489258
	Iteration 25Q: 3 clusters Score -906550.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -906554.562500 Penalty: 4640.489258
	Iteration 26Q: 3 clusters Score -906554.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -906558.437500 Penalty: 4640.489258
	Iteration 27Q: 3 clusters Score -906558.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -906559.375000 Penalty: 4640.489258
	Iteration 28Q: 3 clusters Score -906559.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -906562.062500 Penalty: 4640.489258
	Iteration 29Q: 3 clusters Score -906562.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -906565.937500 Penalty: 4640.489258
	Iteration 30Q: 3 clusters Score -906565.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -906568.625000 Penalty: 4640.489258
	Iteration 31Q: 3 clusters Score -906568.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -906573.000000 Penalty: 4640.489258
	Iteration 32Q: 3 clusters Score -906573 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -906574.625000 Penalty: 4640.489258
	Iteration 33Q: 3 clusters Score -906574.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -906574.312500 Penalty: 4640.489258
	Iteration 34Q: 3 clusters Score -906574.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -906574.125000 Penalty: 4640.489258
	Iteration 35Q: 3 clusters Score -906574.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -906578.687500 Penalty: 4640.489258
	Iteration 36Q: 3 clusters Score -906578.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -906579.187500 Penalty: 4640.489258
	Iteration 37Q: 3 clusters Score -906579.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -906579.375000 Penalty: 4640.489258
	Iteration 38Q: 3 clusters Score -906579.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -906578.187500 Penalty: 4640.489258
	Iteration 39Q: 3 clusters Score -906578.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -906578.937500 Penalty: 4640.489258
	Iteration 40F: 3 clusters Score -906578.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 8973 members 
Mstep: Class 3 contains 605354 members 
Mstep: Class 4 contains 16032 members 
Mstep: Class 5 contains 109287 members 
Mstep: Class 6 contains 197908 members 
Mstep: Class 7 contains 12793 members 
Mstep: Class 8 contains 5943 members 
Mstep: Class 9 contains 82561 members 
Mstep: Class 10 contains 18713 members 
Mstep: Class 11 contains 153639 members 
Mstep: Class 12 contains 44418 members 
Mstep: Class 13 contains 5595 members 
Mstep: Class 14 contains 9140 members 
Mstep: Class 15 contains 1942 members 
Mstep: Class 16 contains 38342 members 
Mstep: Class 17 contains 13938 members 
Mstep: Class 18 contains 13691 members 
Mstep: Class 19 contains 61839 members 
Mstep: Class 20 contains 28901 members 
Mstep: Class 21 contains 8257 members 
Mstep: Class 22 contains 2726 members 
Mstep: Class 23 contains 9624 members 
Entering Unmasked Estep 
Score: -111863576.000000 Penalty: 80974.351562
Splitting cluster 15 changes total score from -111856928.000000 to -111863576.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 16 (38342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38342 members 
Entering Unmasked Estep 
Score: -3099728.500000 Penalty: 2617.466797
	Iteration 0F: 2 clusters Score -3099728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19122 members 
Mstep: Class 2 contains 19220 members 
Entering Unmasked Estep 
Score: -3073782.000000 Penalty: 5234.933594
	Iteration 0F: 3 clusters Score -3073782 nChanged 17514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19352 members 
Mstep: Class 2 contains 18990 members 
Entering Unmasked Estep 
Score: -3083612.750000 Penalty: 5234.933594
	Iteration 1F: 3 clusters Score -3083613 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19677 members 
Mstep: Class 2 contains 18665 members 
Entering Unmasked Estep 
Score: -3084334.000000 Penalty: 5234.933594
	Iteration 2Q: 3 clusters Score -3084334 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20207 members 
Mstep: Class 2 contains 18135 members 
Entering Unmasked Estep 
Score: -3085210.250000 Penalty: 5234.933594
	Iteration 3F: 3 clusters Score -3085210 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21013 members 
Mstep: Class 2 contains 17329 members 
Entering Unmasked Estep 
Score: -3086272.500000 Penalty: 5234.933594
	Iteration 4F: 3 clusters Score -3086272 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22055 members 
Mstep: Class 2 contains 16287 members 
Entering Unmasked Estep 
Score: -3087523.500000 Penalty: 5234.933594
	Iteration 5F: 3 clusters Score -3087524 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23219 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -3088833.750000 Penalty: 5234.933594
	Iteration 6F: 3 clusters Score -3088834 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24504 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -3090028.250000 Penalty: 5234.933594
	Iteration 7F: 3 clusters Score -3090028 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25725 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -3091015.500000 Penalty: 5234.933594
	Iteration 8F: 3 clusters Score -3091016 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26900 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -3091876.500000 Penalty: 5234.933594
	Iteration 9Q: 3 clusters Score -3091876 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28110 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -3092620.250000 Penalty: 5234.933594
	Iteration 10Q: 3 clusters Score -3092620 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29336 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -3093432.250000 Penalty: 5234.933594
	Iteration 11Q: 3 clusters Score -3093432 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30515 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -3094346.500000 Penalty: 5234.933594
	Iteration 12Q: 3 clusters Score -3094346 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31553 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -3095252.000000 Penalty: 5234.933594
	Iteration 13Q: 3 clusters Score -3095252 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32325 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -3095885.500000 Penalty: 5234.933594
	Iteration 14Q: 3 clusters Score -3095886 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32888 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -3096303.500000 Penalty: 5234.933594
	Iteration 15Q: 3 clusters Score -3096304 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33316 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -3096567.750000 Penalty: 5234.933594
	Iteration 16Q: 3 clusters Score -3096568 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33644 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -3096763.500000 Penalty: 5234.933594
	Iteration 17Q: 3 clusters Score -3096764 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33896 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -3096909.250000 Penalty: 5234.933594
	Iteration 18Q: 3 clusters Score -3096909 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34101 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -3097048.750000 Penalty: 5234.933594
	Iteration 19Q: 3 clusters Score -3097049 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34256 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -3097173.250000 Penalty: 5234.933594
	Iteration 20F: 3 clusters Score -3097173 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34392 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -3097288.250000 Penalty: 5234.933594
	Iteration 21Q: 3 clusters Score -3097288 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34510 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -3097422.000000 Penalty: 5234.933594
	Iteration 22Q: 3 clusters Score -3097422 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34614 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -3097552.750000 Penalty: 5234.933594
	Iteration 23Q: 3 clusters Score -3097553 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34716 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -3097667.500000 Penalty: 5234.933594
	Iteration 24Q: 3 clusters Score -3097668 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34786 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -3097726.250000 Penalty: 5234.933594
	Iteration 25Q: 3 clusters Score -3097726 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34834 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -3097771.750000 Penalty: 5234.933594
	Iteration 26Q: 3 clusters Score -3097772 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34876 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -3097783.500000 Penalty: 5234.933594
	Iteration 27Q: 3 clusters Score -3097784 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34907 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -3097812.000000 Penalty: 5234.933594
	Iteration 28Q: 3 clusters Score -3097812 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34932 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -3097826.750000 Penalty: 5234.933594
	Iteration 29Q: 3 clusters Score -3097827 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34958 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -3097839.500000 Penalty: 5234.933594
	Iteration 30Q: 3 clusters Score -3097840 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34983 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -3097852.250000 Penalty: 5234.933594
	Iteration 31Q: 3 clusters Score -3097852 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35005 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -3097862.000000 Penalty: 5234.933594
	Iteration 32Q: 3 clusters Score -3097862 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35020 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -3097879.750000 Penalty: 5234.933594
	Iteration 33Q: 3 clusters Score -3097880 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35041 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -3097878.500000 Penalty: 5234.933594
	Iteration 34Q: 3 clusters Score -3097878 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35061 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -3097882.000000 Penalty: 5234.933594
	Iteration 35Q: 3 clusters Score -3097882 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35074 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -3097883.500000 Penalty: 5234.933594
	Iteration 36Q: 3 clusters Score -3097884 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35083 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -3097889.000000 Penalty: 5234.933594
	Iteration 37Q: 3 clusters Score -3097889 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35090 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -3097900.250000 Penalty: 5234.933594
	Iteration 38Q: 3 clusters Score -3097900 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35096 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -3097890.250000 Penalty: 5234.933594
	Iteration 39Q: 3 clusters Score -3097890 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35101 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -3097893.000000 Penalty: 5234.933594
	Iteration 40F: 3 clusters Score -3097893 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35108 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -3097896.750000 Penalty: 5234.933594
	Iteration 41Q: 3 clusters Score -3097897 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35112 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -3097892.750000 Penalty: 5234.933594
	Iteration 42Q: 3 clusters Score -3097893 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35116 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -3097895.750000 Penalty: 5234.933594
	Iteration 43Q: 3 clusters Score -3097896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35121 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -3097897.000000 Penalty: 5234.933594
	Iteration 44Q: 3 clusters Score -3097897 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35127 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -3097899.250000 Penalty: 5234.933594
	Iteration 45Q: 3 clusters Score -3097899 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35130 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -3097903.000000 Penalty: 5234.933594
	Iteration 46Q: 3 clusters Score -3097903 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35133 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -3097906.250000 Penalty: 5234.933594
	Iteration 47Q: 3 clusters Score -3097906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35135 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -3097909.500000 Penalty: 5234.933594
	Iteration 48Q: 3 clusters Score -3097910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35138 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -3097903.750000 Penalty: 5234.933594
	Iteration 49Q: 3 clusters Score -3097904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35142 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -3097902.250000 Penalty: 5234.933594
	Iteration 50Q: 3 clusters Score -3097902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35143 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -3097904.250000 Penalty: 5234.933594
	Iteration 51Q: 3 clusters Score -3097904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35142 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -3097904.250000 Penalty: 5234.933594
	Iteration 52Q: 3 clusters Score -3097904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35142 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -3097904.250000 Penalty: 5234.933594
	Iteration 53F: 3 clusters Score -3097904 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Entering Unmasked Estep 
Score: -1040301.750000 Penalty: 2366.508789
	Iteration 0F: 2 clusters Score -1040302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1030107.375000 Penalty: 4733.017578
	Iteration 0F: 3 clusters Score -1030107 nChanged 5988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1033774.937500 Penalty: 4733.017578
	Iteration 1F: 3 clusters Score -1033775 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1034698.062500 Penalty: 4733.017578
	Iteration 2F: 3 clusters Score -1034698 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1035603.937500 Penalty: 4733.017578
	Iteration 3F: 3 clusters Score -1035604 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1036382.437500 Penalty: 4733.017578
	Iteration 4F: 3 clusters Score -1036382 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1037017.937500 Penalty: 4733.017578
	Iteration 5F: 3 clusters Score -1037018 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1037530.500000 Penalty: 4733.017578
	Iteration 6F: 3 clusters Score -1037530 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1037969.500000 Penalty: 4733.017578
	Iteration 7Q: 3 clusters Score -1037970 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1038414.187500 Penalty: 4733.017578
	Iteration 8Q: 3 clusters Score -1038414 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1039080.062500 Penalty: 4733.017578
	Iteration 9Q: 3 clusters Score -1039080 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1039931.437500 Penalty: 4733.017578
	Iteration 10Q: 3 clusters Score -1039931 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1040953.625000 Penalty: 4733.017578
	Iteration 11Q: 3 clusters Score -1040954 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1041981.000000 Penalty: 4733.017578
	Iteration 12F: 3 clusters Score -1041981 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1043236.750000 Penalty: 4733.017578
	Iteration 13F: 3 clusters Score -1043237 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1044728.500000 Penalty: 4733.017578
	Iteration 14F: 3 clusters Score -1044728 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -1045936.437500 Penalty: 4733.017578
	Iteration 15F: 3 clusters Score -1045936 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -1046734.312500 Penalty: 4733.017578
	Iteration 16Q: 3 clusters Score -1046734 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -1047179.500000 Penalty: 4733.017578
	Iteration 17Q: 3 clusters Score -1047180 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -1047288.312500 Penalty: 4733.017578
	Iteration 18Q: 3 clusters Score -1047288 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -1047326.625000 Penalty: 4733.017578
	Iteration 19Q: 3 clusters Score -1047327 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -1047344.125000 Penalty: 4733.017578
	Iteration 20F: 3 clusters Score -1047344 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -1047358.750000 Penalty: 4733.017578
	Iteration 21Q: 3 clusters Score -1047359 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -1047368.375000 Penalty: 4733.017578
	Iteration 22Q: 3 clusters Score -1047368 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -1047381.750000 Penalty: 4733.017578
	Iteration 23Q: 3 clusters Score -1047382 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -1047390.375000 Penalty: 4733.017578
	Iteration 24Q: 3 clusters Score -1047390 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -1047397.937500 Penalty: 4733.017578
	Iteration 25Q: 3 clusters Score -1047398 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -1047407.312500 Penalty: 4733.017578
	Iteration 26Q: 3 clusters Score -1047407 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -1047408.687500 Penalty: 4733.017578
	Iteration 27Q: 3 clusters Score -1047409 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -1047416.937500 Penalty: 4733.017578
	Iteration 28Q: 3 clusters Score -1047417 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -1047422.125000 Penalty: 4733.017578
	Iteration 29Q: 3 clusters Score -1047422 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -1047428.875000 Penalty: 4733.017578
	Iteration 30Q: 3 clusters Score -1047429 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -1047429.875000 Penalty: 4733.017578
	Iteration 31Q: 3 clusters Score -1047430 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -1047435.937500 Penalty: 4733.017578
	Iteration 32Q: 3 clusters Score -1047436 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -1047439.187500 Penalty: 4733.017578
	Iteration 33Q: 3 clusters Score -1047439 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -1047441.125000 Penalty: 4733.017578
	Iteration 34Q: 3 clusters Score -1047441 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -1047454.062500 Penalty: 4733.017578
	Iteration 35Q: 3 clusters Score -1047454 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -1047462.312500 Penalty: 4733.017578
	Iteration 36Q: 3 clusters Score -1047462 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -1047475.625000 Penalty: 4733.017578
	Iteration 37Q: 3 clusters Score -1047476 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -1047499.562500 Penalty: 4733.017578
	Iteration 38Q: 3 clusters Score -1047500 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -1047554.125000 Penalty: 4733.017578
	Iteration 39Q: 3 clusters Score -1047554 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -1047709.937500 Penalty: 4733.017578
	Iteration 40F: 3 clusters Score -1047710 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -1047903.687500 Penalty: 4733.017578
	Iteration 41Q: 3 clusters Score -1047904 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -1048006.000000 Penalty: 4733.017578
	Iteration 42Q: 3 clusters Score -1048006 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -1048044.125000 Penalty: 4733.017578
	Iteration 43Q: 3 clusters Score -1048044 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -1048057.937500 Penalty: 4733.017578
	Iteration 44Q: 3 clusters Score -1048058 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -1048069.875000 Penalty: 4733.017578
	Iteration 45Q: 3 clusters Score -1048070 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -1048075.000000 Penalty: 4733.017578
	Iteration 46Q: 3 clusters Score -1048075 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -1048074.000000 Penalty: 4733.017578
	Iteration 47Q: 3 clusters Score -1048074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -1048077.562500 Penalty: 4733.017578
	Iteration 48Q: 3 clusters Score -1048078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -1048078.437500 Penalty: 4733.017578
	Iteration 49Q: 3 clusters Score -1048078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -1048081.125000 Penalty: 4733.017578
	Iteration 50Q: 3 clusters Score -1048081 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -1048083.687500 Penalty: 4733.017578
	Iteration 51Q: 3 clusters Score -1048084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -1048082.687500 Penalty: 4733.017578
	Iteration 52Q: 3 clusters Score -1048083 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -1048082.687500 Penalty: 4733.017578
	Iteration 53F: 3 clusters Score -1048083 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 8973 members 
Mstep: Class 3 contains 605354 members 
Mstep: Class 4 contains 16032 members 
Mstep: Class 5 contains 109287 members 
Mstep: Class 6 contains 197908 members 
Mstep: Class 7 contains 12793 members 
Mstep: Class 8 contains 5943 members 
Mstep: Class 9 contains 82561 members 
Mstep: Class 10 contains 18713 members 
Mstep: Class 11 contains 153639 members 
Mstep: Class 12 contains 44418 members 
Mstep: Class 13 contains 5595 members 
Mstep: Class 14 contains 9140 members 
Mstep: Class 15 contains 1942 members 
Mstep: Class 16 contains 38342 members 
Mstep: Class 17 contains 2775 members 
Mstep: Class 18 contains 13691 members 
Mstep: Class 19 contains 61839 members 
Mstep: Class 20 contains 28901 members 
Mstep: Class 21 contains 8257 members 
Mstep: Class 22 contains 2726 members 
Mstep: Class 23 contains 9624 members 
Mstep: Class 24 contains 11163 members 
Entering Unmasked Estep 
Score: -111870464.000000 Penalty: 84494.976562
Splitting cluster 17 changes total score from -111856928.000000 to -111870464.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 18 (13691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Entering Unmasked Estep 
Score: -994383.125000 Penalty: 2362.074463
	Iteration 0F: 2 clusters Score -994383.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -984332.187500 Penalty: 4724.148926
	Iteration 0F: 3 clusters Score -984332.2 nChanged 5897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -987579.000000 Penalty: 4724.148926
	Iteration 1F: 3 clusters Score -987579 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -988049.000000 Penalty: 4724.148926
	Iteration 2F: 3 clusters Score -988049 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -988457.312500 Penalty: 4724.148926
	Iteration 3F: 3 clusters Score -988457.3 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -988919.500000 Penalty: 4724.148926
	Iteration 4F: 3 clusters Score -988919.5 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -989552.500000 Penalty: 4724.148926
	Iteration 5F: 3 clusters Score -989552.5 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -990290.375000 Penalty: 4724.148926
	Iteration 6F: 3 clusters Score -990290.4 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -991000.625000 Penalty: 4724.148926
	Iteration 7F: 3 clusters Score -991000.6 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -991643.750000 Penalty: 4724.148926
	Iteration 8F: 3 clusters Score -991643.8 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -992240.562500 Penalty: 4724.148926
	Iteration 9F: 3 clusters Score -992240.6 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -992651.687500 Penalty: 4724.148926
	Iteration 10Q: 3 clusters Score -992651.7 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -992884.562500 Penalty: 4724.148926
	Iteration 11Q: 3 clusters Score -992884.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -993019.000000 Penalty: 4724.148926
	Iteration 12Q: 3 clusters Score -993019 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -993118.375000 Penalty: 4724.148926
	Iteration 13Q: 3 clusters Score -993118.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -993190.062500 Penalty: 4724.148926
	Iteration 14Q: 3 clusters Score -993190.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -993236.625000 Penalty: 4724.148926
	Iteration 15Q: 3 clusters Score -993236.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -993282.500000 Penalty: 4724.148926
	Iteration 16Q: 3 clusters Score -993282.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -993315.750000 Penalty: 4724.148926
	Iteration 17Q: 3 clusters Score -993315.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -993336.375000 Penalty: 4724.148926
	Iteration 18Q: 3 clusters Score -993336.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -993355.687500 Penalty: 4724.148926
	Iteration 19Q: 3 clusters Score -993355.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -993373.500000 Penalty: 4724.148926
	Iteration 20F: 3 clusters Score -993373.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -993381.250000 Penalty: 4724.148926
	Iteration 21Q: 3 clusters Score -993381.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -993395.187500 Penalty: 4724.148926
	Iteration 22Q: 3 clusters Score -993395.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -993402.125000 Penalty: 4724.148926
	Iteration 23Q: 3 clusters Score -993402.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -993408.750000 Penalty: 4724.148926
	Iteration 24Q: 3 clusters Score -993408.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -993415.500000 Penalty: 4724.148926
	Iteration 25Q: 3 clusters Score -993415.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -993419.875000 Penalty: 4724.148926
	Iteration 26Q: 3 clusters Score -993419.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -993426.562500 Penalty: 4724.148926
	Iteration 27Q: 3 clusters Score -993426.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -993427.625000 Penalty: 4724.148926
	Iteration 28Q: 3 clusters Score -993427.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -993434.312500 Penalty: 4724.148926
	Iteration 29Q: 3 clusters Score -993434.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -993436.812500 Penalty: 4724.148926
	Iteration 30Q: 3 clusters Score -993436.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -993441.250000 Penalty: 4724.148926
	Iteration 31Q: 3 clusters Score -993441.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -993444.562500 Penalty: 4724.148926
	Iteration 32Q: 3 clusters Score -993444.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -993447.625000 Penalty: 4724.148926
	Iteration 33Q: 3 clusters Score -993447.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -993454.375000 Penalty: 4724.148926
	Iteration 34Q: 3 clusters Score -993454.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -993456.875000 Penalty: 4724.148926
	Iteration 35Q: 3 clusters Score -993456.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -993456.750000 Penalty: 4724.148926
	Iteration 36Q: 3 clusters Score -993456.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -993459.312500 Penalty: 4724.148926
	Iteration 37Q: 3 clusters Score -993459.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -993461.562500 Penalty: 4724.148926
	Iteration 38Q: 3 clusters Score -993461.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -993464.312500 Penalty: 4724.148926
	Iteration 39Q: 3 clusters Score -993464.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -993464.750000 Penalty: 4724.148926
	Iteration 40F: 3 clusters Score -993464.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -993467.062500 Penalty: 4724.148926
	Iteration 41Q: 3 clusters Score -993467.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -993470.000000 Penalty: 4724.148926
	Iteration 42Q: 3 clusters Score -993470 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -993475.625000 Penalty: 4724.148926
	Iteration 43Q: 3 clusters Score -993475.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -993475.937500 Penalty: 4724.148926
	Iteration 44Q: 3 clusters Score -993475.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -993480.000000 Penalty: 4724.148926
	Iteration 45Q: 3 clusters Score -993480 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -993485.250000 Penalty: 4724.148926
	Iteration 46Q: 3 clusters Score -993485.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -993485.187500 Penalty: 4724.148926
	Iteration 47Q: 3 clusters Score -993485.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -993490.812500 Penalty: 4724.148926
	Iteration 48Q: 3 clusters Score -993490.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -993493.750000 Penalty: 4724.148926
	Iteration 49Q: 3 clusters Score -993493.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -993491.562500 Penalty: 4724.148926
	Iteration 50Q: 3 clusters Score -993491.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -993495.062500 Penalty: 4724.148926
	Iteration 51Q: 3 clusters Score -993495.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -993498.062500 Penalty: 4724.148926
	Iteration 52Q: 3 clusters Score -993498.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -993504.312500 Penalty: 4724.148926
	Iteration 53Q: 3 clusters Score -993504.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -993505.625000 Penalty: 4724.148926
	Iteration 54Q: 3 clusters Score -993505.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -993504.750000 Penalty: 4724.148926
	Iteration 55Q: 3 clusters Score -993504.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -993505.750000 Penalty: 4724.148926
	Iteration 56Q: 3 clusters Score -993505.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -993506.125000 Penalty: 4724.148926
	Iteration 57Q: 3 clusters Score -993506.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -993508.562500 Penalty: 4724.148926
	Iteration 58Q: 3 clusters Score -993508.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -993513.125000 Penalty: 4724.148926
	Iteration 59Q: 3 clusters Score -993513.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -993512.500000 Penalty: 4724.148926
	Iteration 60F: 3 clusters Score -993512.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -993513.125000 Penalty: 4724.148926
	Iteration 61Q: 3 clusters Score -993513.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -993514.375000 Penalty: 4724.148926
	Iteration 62Q: 3 clusters Score -993514.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -993513.437500 Penalty: 4724.148926
	Iteration 63Q: 3 clusters Score -993513.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -993515.062500 Penalty: 4724.148926
	Iteration 64Q: 3 clusters Score -993515.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -993520.187500 Penalty: 4724.148926
	Iteration 65Q: 3 clusters Score -993520.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -993519.000000 Penalty: 4724.148926
	Iteration 66Q: 3 clusters Score -993519 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -993518.812500 Penalty: 4724.148926
	Iteration 67Q: 3 clusters Score -993518.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -993520.437500 Penalty: 4724.148926
	Iteration 68Q: 3 clusters Score -993520.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -993524.687500 Penalty: 4724.148926
	Iteration 69Q: 3 clusters Score -993524.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -993523.562500 Penalty: 4724.148926
	Iteration 70Q: 3 clusters Score -993523.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -993526.750000 Penalty: 4724.148926
	Iteration 71Q: 3 clusters Score -993526.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -993532.250000 Penalty: 4724.148926
	Iteration 72Q: 3 clusters Score -993532.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -993534.875000 Penalty: 4724.148926
	Iteration 73Q: 3 clusters Score -993534.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -993536.187500 Penalty: 4724.148926
	Iteration 74Q: 3 clusters Score -993536.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -993539.250000 Penalty: 4724.148926
	Iteration 75Q: 3 clusters Score -993539.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -993543.750000 Penalty: 4724.148926
	Iteration 76Q: 3 clusters Score -993543.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -993545.875000 Penalty: 4724.148926
	Iteration 77Q: 3 clusters Score -993545.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -993545.625000 Penalty: 4724.148926
	Iteration 78Q: 3 clusters Score -993545.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -993550.375000 Penalty: 4724.148926
	Iteration 79Q: 3 clusters Score -993550.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -993552.687500 Penalty: 4724.148926
	Iteration 80F: 3 clusters Score -993552.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -993555.000000 Penalty: 4724.148926
	Iteration 81Q: 3 clusters Score -993555 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -993557.250000 Penalty: 4724.148926
	Iteration 82Q: 3 clusters Score -993557.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -993558.625000 Penalty: 4724.148926
	Iteration 83Q: 3 clusters Score -993558.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -993561.500000 Penalty: 4724.148926
	Iteration 84Q: 3 clusters Score -993561.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -993563.500000 Penalty: 4724.148926
	Iteration 85Q: 3 clusters Score -993563.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -993566.375000 Penalty: 4724.148926
	Iteration 86Q: 3 clusters Score -993566.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -993564.750000 Penalty: 4724.148926
	Iteration 87Q: 3 clusters Score -993564.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -993568.312500 Penalty: 4724.148926
	Iteration 88Q: 3 clusters Score -993568.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -993568.000000 Penalty: 4724.148926
	Iteration 89Q: 3 clusters Score -993568 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -993571.375000 Penalty: 4724.148926
	Iteration 90Q: 3 clusters Score -993571.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -993574.187500 Penalty: 4724.148926
	Iteration 91Q: 3 clusters Score -993574.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -993573.750000 Penalty: 4724.148926
	Iteration 92Q: 3 clusters Score -993573.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -993576.312500 Penalty: 4724.148926
	Iteration 93Q: 3 clusters Score -993576.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -993575.437500 Penalty: 4724.148926
	Iteration 94Q: 3 clusters Score -993575.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -993575.562500 Penalty: 4724.148926
	Iteration 95Q: 3 clusters Score -993575.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -993577.375000 Penalty: 4724.148926
	Iteration 96Q: 3 clusters Score -993577.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -993577.500000 Penalty: 4724.148926
	Iteration 97Q: 3 clusters Score -993577.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -993577.375000 Penalty: 4724.148926
	Iteration 98Q: 3 clusters Score -993577.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -993578.500000 Penalty: 4724.148926
	Iteration 99Q: 3 clusters Score -993578.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -993577.312500 Penalty: 4724.148926
	Iteration 100F: 3 clusters Score -993577.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -993580.562500 Penalty: 4724.148926
	Iteration 101Q: 3 clusters Score -993580.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -993579.500000 Penalty: 4724.148926
	Iteration 102Q: 3 clusters Score -993579.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -993579.062500 Penalty: 4724.148926
	Iteration 103Q: 3 clusters Score -993579.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -993578.375000 Penalty: 4724.148926
	Iteration 104Q: 3 clusters Score -993578.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -993578.375000 Penalty: 4724.148926
	Iteration 105F: 3 clusters Score -993578.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (61839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61839 members 
Entering Unmasked Estep 
Score: -4741493.000000 Penalty: 2736.007812
	Iteration 0F: 2 clusters Score -4741493 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30938 members 
Mstep: Class 2 contains 30901 members 
Entering Unmasked Estep 
Score: -4700267.500000 Penalty: 5472.015625
	Iteration 0F: 3 clusters Score -4700268 nChanged 28591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31301 members 
Mstep: Class 2 contains 30538 members 
Entering Unmasked Estep 
Score: -4717985.000000 Penalty: 5472.015625
	Iteration 1F: 3 clusters Score -4717985 nChanged 3818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31145 members 
Mstep: Class 2 contains 30694 members 
Entering Unmasked Estep 
Score: -4720596.500000 Penalty: 5472.015625
	Iteration 2F: 3 clusters Score -4720596 nChanged 4459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30900 members 
Mstep: Class 2 contains 30939 members 
Entering Unmasked Estep 
Score: -4724228.500000 Penalty: 5472.015625
	Iteration 3F: 3 clusters Score -4724228 nChanged 4836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30610 members 
Mstep: Class 2 contains 31229 members 
Entering Unmasked Estep 
Score: -4728211.500000 Penalty: 5472.015625
	Iteration 4F: 3 clusters Score -4728212 nChanged 4564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30406 members 
Mstep: Class 2 contains 31433 members 
Entering Unmasked Estep 
Score: -4731633.000000 Penalty: 5472.015625
	Iteration 5F: 3 clusters Score -4731633 nChanged 3849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30275 members 
Mstep: Class 2 contains 31564 members 
Entering Unmasked Estep 
Score: -4734221.500000 Penalty: 5472.015625
	Iteration 6F: 3 clusters Score -4734222 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30195 members 
Mstep: Class 2 contains 31644 members 
Entering Unmasked Estep 
Score: -4735861.000000 Penalty: 5472.015625
	Iteration 7Q: 3 clusters Score -4735861 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30157 members 
Mstep: Class 2 contains 31682 members 
Entering Unmasked Estep 
Score: -4736873.000000 Penalty: 5472.015625
	Iteration 8Q: 3 clusters Score -4736873 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30220 members 
Mstep: Class 2 contains 31619 members 
Entering Unmasked Estep 
Score: -4737571.500000 Penalty: 5472.015625
	Iteration 9Q: 3 clusters Score -4737572 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30323 members 
Mstep: Class 2 contains 31516 members 
Entering Unmasked Estep 
Score: -4738184.500000 Penalty: 5472.015625
	Iteration 10Q: 3 clusters Score -4738184 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30536 members 
Mstep: Class 2 contains 31303 members 
Entering Unmasked Estep 
Score: -4738719.000000 Penalty: 5472.015625
	Iteration 11Q: 3 clusters Score -4738719 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30740 members 
Mstep: Class 2 contains 31099 members 
Entering Unmasked Estep 
Score: -4739285.000000 Penalty: 5472.015625
	Iteration 12Q: 3 clusters Score -4739285 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30996 members 
Mstep: Class 2 contains 30843 members 
Entering Unmasked Estep 
Score: -4739847.000000 Penalty: 5472.015625
	Iteration 13Q: 3 clusters Score -4739847 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31274 members 
Mstep: Class 2 contains 30565 members 
Entering Unmasked Estep 
Score: -4740338.500000 Penalty: 5472.015625
	Iteration 14Q: 3 clusters Score -4740338 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31505 members 
Mstep: Class 2 contains 30334 members 
Entering Unmasked Estep 
Score: -4740720.000000 Penalty: 5472.015625
	Iteration 15Q: 3 clusters Score -4740720 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31647 members 
Mstep: Class 2 contains 30192 members 
Entering Unmasked Estep 
Score: -4740939.000000 Penalty: 5472.015625
	Iteration 16Q: 3 clusters Score -4740939 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31792 members 
Mstep: Class 2 contains 30047 members 
Entering Unmasked Estep 
Score: -4741146.000000 Penalty: 5472.015625
	Iteration 17Q: 3 clusters Score -4741146 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31917 members 
Mstep: Class 2 contains 29922 members 
Entering Unmasked Estep 
Score: -4741259.000000 Penalty: 5472.015625
	Iteration 18Q: 3 clusters Score -4741259 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31991 members 
Mstep: Class 2 contains 29848 members 
Entering Unmasked Estep 
Score: -4741354.000000 Penalty: 5472.015625
	Iteration 19Q: 3 clusters Score -4741354 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32035 members 
Mstep: Class 2 contains 29804 members 
Entering Unmasked Estep 
Score: -4741389.500000 Penalty: 5472.015625
	Iteration 20F: 3 clusters Score -4741390 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32071 members 
Mstep: Class 2 contains 29768 members 
Entering Unmasked Estep 
Score: -4741426.000000 Penalty: 5472.015625
	Iteration 21Q: 3 clusters Score -4741426 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32109 members 
Mstep: Class 2 contains 29730 members 
Entering Unmasked Estep 
Score: -4741447.000000 Penalty: 5472.015625
	Iteration 22Q: 3 clusters Score -4741447 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32124 members 
Mstep: Class 2 contains 29715 members 
Entering Unmasked Estep 
Score: -4741465.500000 Penalty: 5472.015625
	Iteration 23Q: 3 clusters Score -4741466 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32134 members 
Mstep: Class 2 contains 29705 members 
Entering Unmasked Estep 
Score: -4741481.500000 Penalty: 5472.015625
	Iteration 24Q: 3 clusters Score -4741482 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32164 members 
Mstep: Class 2 contains 29675 members 
Entering Unmasked Estep 
Score: -4741504.500000 Penalty: 5472.015625
	Iteration 25Q: 3 clusters Score -4741504 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32184 members 
Mstep: Class 2 contains 29655 members 
Entering Unmasked Estep 
Score: -4741521.500000 Penalty: 5472.015625
	Iteration 26Q: 3 clusters Score -4741522 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32209 members 
Mstep: Class 2 contains 29630 members 
Entering Unmasked Estep 
Score: -4741522.500000 Penalty: 5472.015625
	Iteration 27Q: 3 clusters Score -4741522 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32234 members 
Mstep: Class 2 contains 29605 members 
Entering Unmasked Estep 
Score: -4741528.000000 Penalty: 5472.015625
	Iteration 28Q: 3 clusters Score -4741528 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32249 members 
Mstep: Class 2 contains 29590 members 
Entering Unmasked Estep 
Score: -4741528.500000 Penalty: 5472.015625
	Iteration 29Q: 3 clusters Score -4741528 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32259 members 
Mstep: Class 2 contains 29580 members 
Entering Unmasked Estep 
Score: -4741548.000000 Penalty: 5472.015625
	Iteration 30Q: 3 clusters Score -4741548 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32264 members 
Mstep: Class 2 contains 29575 members 
Entering Unmasked Estep 
Score: -4741542.000000 Penalty: 5472.015625
	Iteration 31Q: 3 clusters Score -4741542 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32284 members 
Mstep: Class 2 contains 29555 members 
Entering Unmasked Estep 
Score: -4741553.500000 Penalty: 5472.015625
	Iteration 32Q: 3 clusters Score -4741554 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32310 members 
Mstep: Class 2 contains 29529 members 
Entering Unmasked Estep 
Score: -4741534.000000 Penalty: 5472.015625
	Iteration 33Q: 3 clusters Score -4741534 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32321 members 
Mstep: Class 2 contains 29518 members 
Entering Unmasked Estep 
Score: -4741539.500000 Penalty: 5472.015625
	Iteration 34Q: 3 clusters Score -4741540 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32332 members 
Mstep: Class 2 contains 29507 members 
Entering Unmasked Estep 
Score: -4741549.500000 Penalty: 5472.015625
	Iteration 35Q: 3 clusters Score -4741550 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32347 members 
Mstep: Class 2 contains 29492 members 
Entering Unmasked Estep 
Score: -4741553.000000 Penalty: 5472.015625
	Iteration 36Q: 3 clusters Score -4741553 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32369 members 
Mstep: Class 2 contains 29470 members 
Entering Unmasked Estep 
Score: -4741552.500000 Penalty: 5472.015625
	Iteration 37Q: 3 clusters Score -4741552 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32378 members 
Mstep: Class 2 contains 29461 members 
Entering Unmasked Estep 
Score: -4741545.000000 Penalty: 5472.015625
	Iteration 38Q: 3 clusters Score -4741545 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32382 members 
Mstep: Class 2 contains 29457 members 
Entering Unmasked Estep 
Score: -4741548.500000 Penalty: 5472.015625
	Iteration 39Q: 3 clusters Score -4741548 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32389 members 
Mstep: Class 2 contains 29450 members 
Entering Unmasked Estep 
Score: -4741553.500000 Penalty: 5472.015625
	Iteration 40F: 3 clusters Score -4741554 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32397 members 
Mstep: Class 2 contains 29442 members 
Entering Unmasked Estep 
Score: -4741548.500000 Penalty: 5472.015625
	Iteration 41Q: 3 clusters Score -4741548 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32407 members 
Mstep: Class 2 contains 29432 members 
Entering Unmasked Estep 
Score: -4741556.500000 Penalty: 5472.015625
	Iteration 42Q: 3 clusters Score -4741556 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32422 members 
Mstep: Class 2 contains 29417 members 
Entering Unmasked Estep 
Score: -4741546.500000 Penalty: 5472.015625
	Iteration 43Q: 3 clusters Score -4741546 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32442 members 
Mstep: Class 2 contains 29397 members 
Entering Unmasked Estep 
Score: -4741549.000000 Penalty: 5472.015625
	Iteration 44Q: 3 clusters Score -4741549 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32466 members 
Mstep: Class 2 contains 29373 members 
Entering Unmasked Estep 
Score: -4741544.500000 Penalty: 5472.015625
	Iteration 45Q: 3 clusters Score -4741544 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32483 members 
Mstep: Class 2 contains 29356 members 
Entering Unmasked Estep 
Score: -4741548.000000 Penalty: 5472.015625
	Iteration 46Q: 3 clusters Score -4741548 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32497 members 
Mstep: Class 2 contains 29342 members 
Entering Unmasked Estep 
Score: -4741543.000000 Penalty: 5472.015625
	Iteration 47Q: 3 clusters Score -4741543 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32508 members 
Mstep: Class 2 contains 29331 members 
Entering Unmasked Estep 
Score: -4741534.000000 Penalty: 5472.015625
	Iteration 48Q: 3 clusters Score -4741534 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32518 members 
Mstep: Class 2 contains 29321 members 
Entering Unmasked Estep 
Score: -4741538.500000 Penalty: 5472.015625
	Iteration 49Q: 3 clusters Score -4741538 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32527 members 
Mstep: Class 2 contains 29312 members 
Entering Unmasked Estep 
Score: -4741538.500000 Penalty: 5472.015625
	Iteration 50Q: 3 clusters Score -4741538 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32532 members 
Mstep: Class 2 contains 29307 members 
Entering Unmasked Estep 
Score: -4741537.500000 Penalty: 5472.015625
	Iteration 51Q: 3 clusters Score -4741538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32536 members 
Mstep: Class 2 contains 29303 members 
Entering Unmasked Estep 
Score: -4741541.000000 Penalty: 5472.015625
	Iteration 52Q: 3 clusters Score -4741541 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32543 members 
Mstep: Class 2 contains 29296 members 
Entering Unmasked Estep 
Score: -4741546.000000 Penalty: 5472.015625
	Iteration 53Q: 3 clusters Score -4741546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32546 members 
Mstep: Class 2 contains 29293 members 
Entering Unmasked Estep 
Score: -4741542.500000 Penalty: 5472.015625
	Iteration 54Q: 3 clusters Score -4741542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32549 members 
Mstep: Class 2 contains 29290 members 
Entering Unmasked Estep 
Score: -4741541.500000 Penalty: 5472.015625
	Iteration 55Q: 3 clusters Score -4741542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32549 members 
Mstep: Class 2 contains 29290 members 
Entering Unmasked Estep 
Score: -4741541.500000 Penalty: 5472.015625
	Iteration 56F: 3 clusters Score -4741542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 8973 members 
Mstep: Class 3 contains 605354 members 
Mstep: Class 4 contains 16032 members 
Mstep: Class 5 contains 109287 members 
Mstep: Class 6 contains 197908 members 
Mstep: Class 7 contains 12793 members 
Mstep: Class 8 contains 5943 members 
Mstep: Class 9 contains 82561 members 
Mstep: Class 10 contains 18713 members 
Mstep: Class 11 contains 153639 members 
Mstep: Class 12 contains 44418 members 
Mstep: Class 13 contains 5595 members 
Mstep: Class 14 contains 9140 members 
Mstep: Class 15 contains 1942 members 
Mstep: Class 16 contains 38342 members 
Mstep: Class 17 contains 2775 members 
Mstep: Class 18 contains 13691 members 
Mstep: Class 19 contains 32549 members 
Mstep: Class 20 contains 28901 members 
Mstep: Class 21 contains 8257 members 
Mstep: Class 22 contains 2726 members 
Mstep: Class 23 contains 9624 members 
Mstep: Class 24 contains 11163 members 
Mstep: Class 25 contains 29290 members 
Entering Unmasked Estep 
Score: -111869440.000000 Penalty: 88015.593750
Splitting cluster 19 changes total score from -111856928.000000 to -111869440.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 20 (28901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28901 members 
Entering Unmasked Estep 
Score: -2223285.250000 Penalty: 2547.364502
	Iteration 0F: 2 clusters Score -2223285 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -2203456.500000 Penalty: 5094.729004
	Iteration 0F: 3 clusters Score -2203456 nChanged 13050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -2212753.250000 Penalty: 5094.729004
	Iteration 1F: 3 clusters Score -2212753 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -2221886.500000 Penalty: 5094.729004
	Iteration 2F: 3 clusters Score -2221886 nChanged 4650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 18562 members 
Entering Unmasked Estep 
Score: -2235043.250000 Penalty: 5094.729004
	Iteration 3F: 3 clusters Score -2235043 nChanged 3972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 21596 members 
Entering Unmasked Estep 
Score: -2240190.500000 Penalty: 5094.729004
	Iteration 4F: 3 clusters Score -2240190 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 22881 members 
Entering Unmasked Estep 
Score: -2241796.250000 Penalty: 5094.729004
	Iteration 5F: 3 clusters Score -2241796 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 23594 members 
Entering Unmasked Estep 
Score: -2242691.000000 Penalty: 5094.729004
	Iteration 6Q: 3 clusters Score -2242691 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 24110 members 
Entering Unmasked Estep 
Score: -2243548.000000 Penalty: 5094.729004
	Iteration 7Q: 3 clusters Score -2243548 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 24476 members 
Entering Unmasked Estep 
Score: -2244223.750000 Penalty: 5094.729004
	Iteration 8Q: 3 clusters Score -2244224 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 24727 members 
Entering Unmasked Estep 
Score: -2244655.750000 Penalty: 5094.729004
	Iteration 9Q: 3 clusters Score -2244656 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 24887 members 
Entering Unmasked Estep 
Score: -2244913.000000 Penalty: 5094.729004
	Iteration 10Q: 3 clusters Score -2244913 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 24980 members 
Entering Unmasked Estep 
Score: -2245050.500000 Penalty: 5094.729004
	Iteration 11Q: 3 clusters Score -2245050 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 25050 members 
Entering Unmasked Estep 
Score: -2245141.500000 Penalty: 5094.729004
	Iteration 12Q: 3 clusters Score -2245142 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 25099 members 
Entering Unmasked Estep 
Score: -2245203.250000 Penalty: 5094.729004
	Iteration 13Q: 3 clusters Score -2245203 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 25130 members 
Entering Unmasked Estep 
Score: -2245230.250000 Penalty: 5094.729004
	Iteration 14Q: 3 clusters Score -2245230 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 25153 members 
Entering Unmasked Estep 
Score: -2245249.500000 Penalty: 5094.729004
	Iteration 15Q: 3 clusters Score -2245250 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 25167 members 
Entering Unmasked Estep 
Score: -2245261.000000 Penalty: 5094.729004
	Iteration 16Q: 3 clusters Score -2245261 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 25177 members 
Entering Unmasked Estep 
Score: -2245267.750000 Penalty: 5094.729004
	Iteration 17Q: 3 clusters Score -2245268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 25179 members 
Entering Unmasked Estep 
Score: -2245272.250000 Penalty: 5094.729004
	Iteration 18Q: 3 clusters Score -2245272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 25181 members 
Entering Unmasked Estep 
Score: -2245267.500000 Penalty: 5094.729004
	Iteration 19Q: 3 clusters Score -2245268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 25181 members 
Entering Unmasked Estep 
Score: -2245267.500000 Penalty: 5094.729004
	Iteration 20F: 3 clusters Score -2245268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 8973 members 
Mstep: Class 3 contains 605354 members 
Mstep: Class 4 contains 16032 members 
Mstep: Class 5 contains 109287 members 
Mstep: Class 6 contains 197908 members 
Mstep: Class 7 contains 12793 members 
Mstep: Class 8 contains 5943 members 
Mstep: Class 9 contains 82561 members 
Mstep: Class 10 contains 18713 members 
Mstep: Class 11 contains 153639 members 
Mstep: Class 12 contains 44418 members 
Mstep: Class 13 contains 5595 members 
Mstep: Class 14 contains 9140 members 
Mstep: Class 15 contains 1942 members 
Mstep: Class 16 contains 38342 members 
Mstep: Class 17 contains 2775 members 
Mstep: Class 18 contains 13691 members 
Mstep: Class 19 contains 32549 members 
Mstep: Class 20 contains 3720 members 
Mstep: Class 21 contains 8257 members 
Mstep: Class 22 contains 2726 members 
Mstep: Class 23 contains 9624 members 
Mstep: Class 24 contains 11163 members 
Mstep: Class 25 contains 29290 members 
Mstep: Class 26 contains 25181 members 
Entering Unmasked Estep 
Score: -111890288.000000 Penalty: 91536.218750
Splitting cluster 20 changes total score from -111856928.000000 to -111890288.000000
So it's getting split into cluster 26.
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 8973 members 
Mstep: Class 3 contains 605354 members 
Mstep: Class 4 contains 16032 members 
Mstep: Class 5 contains 109287 members 
Mstep: Class 6 contains 197908 members 
Mstep: Class 7 contains 12793 members 
Mstep: Class 8 contains 5943 members 
Mstep: Class 9 contains 82561 members 
Mstep: Class 10 contains 18713 members 
Mstep: Class 11 contains 153639 members 
Mstep: Class 12 contains 44418 members 
Mstep: Class 13 contains 5595 members 
Mstep: Class 15 contains 1942 members 
Mstep: Class 16 contains 38342 members 
Mstep: Class 17 contains 2775 members 
Mstep: Class 18 contains 13691 members 
Mstep: Class 19 contains 32549 members 
Mstep: Class 20 contains 3720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111900040.000000 Penalty: 91536.218750
Iteration 39Q: 27 clusters Score -1.119e+08 nChanged 14846
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 8995 members 
Mstep: Class 3 contains 605619 members 
Mstep: Class 4 contains 16053 members 
Mstep: Class 5 contains 109659 members 
Mstep: Class 6 contains 198163 members 
Mstep: Class 7 contains 12791 members 
Mstep: Class 8 contains 6377 members 
Mstep: Class 9 contains 82214 members 
Mstep: Class 10 contains 18844 members 
Mstep: Class 11 contains 153518 members 
Mstep: Class 12 contains 44398 members 
Mstep: Class 13 contains 5815 members 
Mstep: Class 14 contains 9192 members 
Mstep: Class 15 contains 1975 members 
Mstep: Class 16 contains 38286 members 
Mstep: Class 17 contains 3160 members 
Mstep: Class 18 contains 13746 members 
Mstep: Class 19 contains 32753 members 
Mstep: Class 20 contains 3748 members 
Mstep: Class 21 contains 8121 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 9431 members 
Mstep: Class 24 contains 10957 members 
Mstep: Class 25 contains 27872 members 
Mstep: Class 26 contains 25335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111908016.000000 Penalty: 91536.218750
Iteration 40F: 27 clusters Score -1.11908e+08 nChanged 10789
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 8898 members 
Mstep: Class 3 contains 604750 members 
Mstep: Class 4 contains 15917 members 
Mstep: Class 5 contains 109731 members 
Mstep: Class 6 contains 197644 members 
Mstep: Class 7 contains 12757 members 
Mstep: Class 8 contains 6270 members 
Mstep: Class 9 contains 81862 members 
Mstep: Class 10 contains 19008 members 
Mstep: Class 11 contains 153444 members 
Mstep: Class 12 contains 44178 members 
Mstep: Class 13 contains 6031 members 
Mstep: Class 14 contains 9473 members 
Mstep: Class 15 contains 1996 members 
Mstep: Class 16 contains 37967 members 
Mstep: Class 17 contains 3507 members 
Mstep: Class 18 contains 13711 members 
Mstep: Class 19 contains 32851 members 
Mstep: Class 20 contains 3746 members 
Mstep: Class 21 contains 8320 members 
Mstep: Class 22 contains 3169 members 
Mstep: Class 23 contains 9397 members 
Mstep: Class 24 contains 10985 members 
Mstep: Class 25 contains 28555 members 
Mstep: Class 26 contains 25930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111911480.000000 Penalty: 91536.218750
Iteration 41Q: 27 clusters Score -1.119115e+08 nChanged 6519
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 8851 members 
Mstep: Class 3 contains 604201 members 
Mstep: Class 4 contains 15820 members 
Mstep: Class 5 contains 109816 members 
Mstep: Class 6 contains 197206 members 
Mstep: Class 7 contains 12748 members 
Mstep: Class 8 contains 6181 members 
Mstep: Class 9 contains 81656 members 
Mstep: Class 10 contains 19161 members 
Mstep: Class 11 contains 153400 members 
Mstep: Class 12 contains 43954 members 
Mstep: Class 13 contains 6204 members 
Mstep: Class 14 contains 9643 members 
Mstep: Class 15 contains 2016 members 
Mstep: Class 16 contains 37711 members 
Mstep: Class 17 contains 3889 members 
Mstep: Class 18 contains 13714 members 
Mstep: Class 19 contains 33055 members 
Mstep: Class 20 contains 3757 members 
Mstep: Class 21 contains 8390 members 
Mstep: Class 22 contains 3552 members 
Mstep: Class 23 contains 9368 members 
Mstep: Class 24 contains 11067 members 
Mstep: Class 25 contains 28935 members 
Mstep: Class 26 contains 26102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111913112.000000 Penalty: 91536.218750
Iteration 42Q: 27 clusters Score -1.119131e+08 nChanged 4890
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 8835 members 
Mstep: Class 3 contains 603808 members 
Mstep: Class 4 contains 15764 members 
Mstep: Class 5 contains 109892 members 
Mstep: Class 6 contains 196877 members 
Mstep: Class 7 contains 12748 members 
Mstep: Class 8 contains 6085 members 
Mstep: Class 9 contains 81459 members 
Mstep: Class 10 contains 19268 members 
Mstep: Class 11 contains 153369 members 
Mstep: Class 12 contains 43675 members 
Mstep: Class 13 contains 6359 members 
Mstep: Class 14 contains 9750 members 
Mstep: Class 15 contains 2032 members 
Mstep: Class 16 contains 37537 members 
Mstep: Class 17 contains 4290 members 
Mstep: Class 18 contains 13688 members 
Mstep: Class 19 contains 33246 members 
Mstep: Class 20 contains 3774 members 
Mstep: Class 21 contains 8502 members 
Mstep: Class 22 contains 3893 members 
Mstep: Class 23 contains 9360 members 
Mstep: Class 24 contains 11154 members 
Mstep: Class 25 contains 29165 members 
Mstep: Class 26 contains 26115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111914736.000000 Penalty: 91536.218750
Iteration 43Q: 27 clusters Score -1.119147e+08 nChanged 4102
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 8824 members 
Mstep: Class 3 contains 603551 members 
Mstep: Class 4 contains 15741 members 
Mstep: Class 5 contains 109941 members 
Mstep: Class 6 contains 196595 members 
Mstep: Class 7 contains 12751 members 
Mstep: Class 8 contains 5972 members 
Mstep: Class 9 contains 81330 members 
Mstep: Class 10 contains 19378 members 
Mstep: Class 11 contains 153352 members 
Mstep: Class 12 contains 43369 members 
Mstep: Class 13 contains 6501 members 
Mstep: Class 14 contains 9834 members 
Mstep: Class 15 contains 2045 members 
Mstep: Class 16 contains 37361 members 
Mstep: Class 17 contains 4697 members 
Mstep: Class 18 contains 13643 members 
Mstep: Class 19 contains 33407 members 
Mstep: Class 20 contains 3779 members 
Mstep: Class 21 contains 8618 members 
Mstep: Class 22 contains 4202 members 
Mstep: Class 23 contains 9346 members 
Mstep: Class 24 contains 11244 members 
Mstep: Class 25 contains 29311 members 
Mstep: Class 26 contains 26055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111915968.000000 Penalty: 91536.218750
Iteration 44Q: 27 clusters Score -1.11916e+08 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 8820 members 
Mstep: Class 3 contains 603365 members 
Mstep: Class 4 contains 15740 members 
Mstep: Class 5 contains 110017 members 
Mstep: Class 6 contains 196352 members 
Mstep: Class 7 contains 12759 members 
Mstep: Class 8 contains 5871 members 
Mstep: Class 9 contains 81201 members 
Mstep: Class 10 contains 19479 members 
Mstep: Class 11 contains 153331 members 
Mstep: Class 12 contains 43048 members 
Mstep: Class 13 contains 6613 members 
Mstep: Class 14 contains 9891 members 
Mstep: Class 15 contains 2056 members 
Mstep: Class 16 contains 37250 members 
Mstep: Class 17 contains 5031 members 
Mstep: Class 18 contains 13605 members 
Mstep: Class 19 contains 33551 members 
Mstep: Class 20 contains 3781 members 
Mstep: Class 21 contains 8692 members 
Mstep: Class 22 contains 4486 members 
Mstep: Class 23 contains 9334 members 
Mstep: Class 24 contains 11315 members 
Mstep: Class 25 contains 29412 members 
Mstep: Class 26 contains 26019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111916832.000000 Penalty: 91536.218750
Iteration 45Q: 27 clusters Score -1.119168e+08 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 8817 members 
Mstep: Class 3 contains 603224 members 
Mstep: Class 4 contains 15726 members 
Mstep: Class 5 contains 110105 members 
Mstep: Class 6 contains 196127 members 
Mstep: Class 7 contains 12773 members 
Mstep: Class 8 contains 5742 members 
Mstep: Class 9 contains 81096 members 
Mstep: Class 10 contains 19543 members 
Mstep: Class 11 contains 153320 members 
Mstep: Class 12 contains 42796 members 
Mstep: Class 13 contains 6723 members 
Mstep: Class 14 contains 9930 members 
Mstep: Class 15 contains 2067 members 
Mstep: Class 16 contains 37162 members 
Mstep: Class 17 contains 5274 members 
Mstep: Class 18 contains 13593 members 
Mstep: Class 19 contains 33696 members 
Mstep: Class 20 contains 3782 members 
Mstep: Class 21 contains 8736 members 
Mstep: Class 22 contains 4727 members 
Mstep: Class 23 contains 9323 members 
Mstep: Class 24 contains 11389 members 
Mstep: Class 25 contains 29501 members 
Mstep: Class 26 contains 25988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111917368.000000 Penalty: 91536.218750
Iteration 46Q: 27 clusters Score -1.119174e+08 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 8814 members 
Mstep: Class 3 contains 603133 members 
Mstep: Class 4 contains 15712 members 
Mstep: Class 5 contains 110212 members 
Mstep: Class 6 contains 195921 members 
Mstep: Class 7 contains 12782 members 
Mstep: Class 8 contains 5614 members 
Mstep: Class 9 contains 80994 members 
Mstep: Class 10 contains 19576 members 
Mstep: Class 11 contains 153322 members 
Mstep: Class 12 contains 42558 members 
Mstep: Class 13 contains 6829 members 
Mstep: Class 14 contains 9960 members 
Mstep: Class 15 contains 2078 members 
Mstep: Class 16 contains 37112 members 
Mstep: Class 17 contains 5472 members 
Mstep: Class 18 contains 13572 members 
Mstep: Class 19 contains 33796 members 
Mstep: Class 20 contains 3781 members 
Mstep: Class 21 contains 8798 members 
Mstep: Class 22 contains 4968 members 
Mstep: Class 23 contains 9308 members 
Mstep: Class 24 contains 11448 members 
Mstep: Class 25 contains 29557 members 
Mstep: Class 26 contains 25960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111917640.000000 Penalty: 91536.218750
Iteration 47Q: 27 clusters Score -1.119176e+08 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 8813 members 
Mstep: Class 3 contains 603094 members 
Mstep: Class 4 contains 15664 members 
Mstep: Class 5 contains 110305 members 
Mstep: Class 6 contains 195766 members 
Mstep: Class 7 contains 12793 members 
Mstep: Class 8 contains 5441 members 
Mstep: Class 9 contains 80887 members 
Mstep: Class 10 contains 19615 members 
Mstep: Class 11 contains 153311 members 
Mstep: Class 12 contains 42333 members 
Mstep: Class 13 contains 6932 members 
Mstep: Class 14 contains 9974 members 
Mstep: Class 15 contains 2086 members 
Mstep: Class 16 contains 37104 members 
Mstep: Class 17 contains 5585 members 
Mstep: Class 18 contains 13552 members 
Mstep: Class 19 contains 33911 members 
Mstep: Class 20 contains 3780 members 
Mstep: Class 21 contains 8879 members 
Mstep: Class 22 contains 5189 members 
Mstep: Class 23 contains 9301 members 
Mstep: Class 24 contains 11503 members 
Mstep: Class 25 contains 29608 members 
Mstep: Class 26 contains 25938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111918072.000000 Penalty: 91536.218750
Iteration 48Q: 27 clusters Score -1.119181e+08 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 8813 members 
Mstep: Class 3 contains 603103 members 
Mstep: Class 4 contains 15614 members 
Mstep: Class 5 contains 110395 members 
Mstep: Class 6 contains 195605 members 
Mstep: Class 7 contains 12800 members 
Mstep: Class 8 contains 5271 members 
Mstep: Class 9 contains 80783 members 
Mstep: Class 10 contains 19638 members 
Mstep: Class 11 contains 153306 members 
Mstep: Class 12 contains 42110 members 
Mstep: Class 13 contains 7041 members 
Mstep: Class 14 contains 9981 members 
Mstep: Class 15 contains 2093 members 
Mstep: Class 16 contains 37123 members 
Mstep: Class 17 contains 5663 members 
Mstep: Class 18 contains 13533 members 
Mstep: Class 19 contains 33995 members 
Mstep: Class 20 contains 3776 members 
Mstep: Class 21 contains 8949 members 
Mstep: Class 22 contains 5397 members 
Mstep: Class 23 contains 9293 members 
Mstep: Class 24 contains 11555 members 
Mstep: Class 25 contains 29674 members 
Mstep: Class 26 contains 25921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111917928.000000 Penalty: 91536.218750
Iteration 49Q: 27 clusters Score -1.119179e+08 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 8810 members 
Mstep: Class 3 contains 603111 members 
Mstep: Class 4 contains 15593 members 
Mstep: Class 5 contains 110476 members 
Mstep: Class 6 contains 195439 members 
Mstep: Class 7 contains 12806 members 
Mstep: Class 8 contains 5058 members 
Mstep: Class 9 contains 80702 members 
Mstep: Class 10 contains 19649 members 
Mstep: Class 11 contains 153298 members 
Mstep: Class 12 contains 41872 members 
Mstep: Class 13 contains 7140 members 
Mstep: Class 14 contains 9989 members 
Mstep: Class 15 contains 2102 members 
Mstep: Class 16 contains 37172 members 
Mstep: Class 17 contains 5726 members 
Mstep: Class 18 contains 13523 members 
Mstep: Class 19 contains 34083 members 
Mstep: Class 20 contains 3776 members 
Mstep: Class 21 contains 9018 members 
Mstep: Class 22 contains 5613 members 
Mstep: Class 23 contains 9286 members 
Mstep: Class 24 contains 11613 members 
Mstep: Class 25 contains 29736 members 
Mstep: Class 26 contains 25906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111918256.000000 Penalty: 91536.218750
Iteration 50Q: 27 clusters Score -1.119183e+08 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 8814 members 
Mstep: Class 3 contains 603070 members 
Mstep: Class 4 contains 15566 members 
Mstep: Class 5 contains 110566 members 
Mstep: Class 6 contains 195280 members 
Mstep: Class 7 contains 12809 members 
Mstep: Class 8 contains 4856 members 
Mstep: Class 9 contains 80643 members 
Mstep: Class 10 contains 19650 members 
Mstep: Class 11 contains 153298 members 
Mstep: Class 12 contains 41638 members 
Mstep: Class 13 contains 7219 members 
Mstep: Class 14 contains 10006 members 
Mstep: Class 15 contains 2114 members 
Mstep: Class 16 contains 37213 members 
Mstep: Class 17 contains 5781 members 
Mstep: Class 18 contains 13501 members 
Mstep: Class 19 contains 34176 members 
Mstep: Class 20 contains 3776 members 
Mstep: Class 21 contains 9093 members 
Mstep: Class 22 contains 5870 members 
Mstep: Class 23 contains 9280 members 
Mstep: Class 24 contains 11657 members 
Mstep: Class 25 contains 29790 members 
Mstep: Class 26 contains 25886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111918424.000000 Penalty: 91536.218750
Iteration 51Q: 27 clusters Score -1.119184e+08 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 8813 members 
Mstep: Class 3 contains 603014 members 
Mstep: Class 4 contains 15515 members 
Mstep: Class 5 contains 110657 members 
Mstep: Class 6 contains 195120 members 
Mstep: Class 7 contains 12817 members 
Mstep: Class 8 contains 4651 members 
Mstep: Class 9 contains 80598 members 
Mstep: Class 10 contains 19648 members 
Mstep: Class 11 contains 153290 members 
Mstep: Class 12 contains 41405 members 
Mstep: Class 13 contains 7287 members 
Mstep: Class 14 contains 10018 members 
Mstep: Class 15 contains 2127 members 
Mstep: Class 16 contains 37298 members 
Mstep: Class 17 contains 5830 members 
Mstep: Class 18 contains 13482 members 
Mstep: Class 19 contains 34254 members 
Mstep: Class 20 contains 3775 members 
Mstep: Class 21 contains 9162 members 
Mstep: Class 22 contains 6161 members 
Mstep: Class 23 contains 9270 members 
Mstep: Class 24 contains 11696 members 
Mstep: Class 25 contains 29833 members 
Mstep: Class 26 contains 25867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111918448.000000 Penalty: 91536.218750
Iteration 52Q: 27 clusters Score -1.119184e+08 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 8814 members 
Mstep: Class 3 contains 602993 members 
Mstep: Class 4 contains 15465 members 
Mstep: Class 5 contains 110745 members 
Mstep: Class 6 contains 194947 members 
Mstep: Class 7 contains 12823 members 
Mstep: Class 8 contains 4462 members 
Mstep: Class 9 contains 80567 members 
Mstep: Class 10 contains 19641 members 
Mstep: Class 11 contains 153285 members 
Mstep: Class 12 contains 41176 members 
Mstep: Class 13 contains 7348 members 
Mstep: Class 14 contains 10025 members 
Mstep: Class 15 contains 2144 members 
Mstep: Class 16 contains 37383 members 
Mstep: Class 17 contains 5866 members 
Mstep: Class 18 contains 13455 members 
Mstep: Class 19 contains 34339 members 
Mstep: Class 20 contains 3775 members 
Mstep: Class 21 contains 9224 members 
Mstep: Class 22 contains 6464 members 
Mstep: Class 23 contains 9255 members 
Mstep: Class 24 contains 11735 members 
Mstep: Class 25 contains 29853 members 
Mstep: Class 26 contains 25849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111918792.000000 Penalty: 91536.218750
Iteration 53Q: 27 clusters Score -1.119188e+08 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 8822 members 
Mstep: Class 3 contains 603000 members 
Mstep: Class 4 contains 15427 members 
Mstep: Class 5 contains 110826 members 
Mstep: Class 6 contains 194807 members 
Mstep: Class 7 contains 12820 members 
Mstep: Class 8 contains 4276 members 
Mstep: Class 9 contains 80541 members 
Mstep: Class 10 contains 19635 members 
Mstep: Class 11 contains 153271 members 
Mstep: Class 12 contains 40954 members 
Mstep: Class 13 contains 7396 members 
Mstep: Class 14 contains 10031 members 
Mstep: Class 15 contains 2158 members 
Mstep: Class 16 contains 37443 members 
Mstep: Class 17 contains 5887 members 
Mstep: Class 18 contains 13429 members 
Mstep: Class 19 contains 34409 members 
Mstep: Class 20 contains 3775 members 
Mstep: Class 21 contains 9294 members 
Mstep: Class 22 contains 6772 members 
Mstep: Class 23 contains 9242 members 
Mstep: Class 24 contains 11757 members 
Mstep: Class 25 contains 29880 members 
Mstep: Class 26 contains 25837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111918704.000000 Penalty: 91536.218750
Iteration 54Q: 27 clusters Score -1.119187e+08 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 8828 members 
Mstep: Class 3 contains 602996 members 
Mstep: Class 4 contains 15384 members 
Mstep: Class 5 contains 110916 members 
Mstep: Class 6 contains 194692 members 
Mstep: Class 7 contains 12819 members 
Mstep: Class 8 contains 4116 members 
Mstep: Class 9 contains 80533 members 
Mstep: Class 10 contains 19635 members 
Mstep: Class 11 contains 153264 members 
Mstep: Class 12 contains 40713 members 
Mstep: Class 13 contains 7435 members 
Mstep: Class 14 contains 10033 members 
Mstep: Class 15 contains 2165 members 
Mstep: Class 16 contains 37523 members 
Mstep: Class 17 contains 5904 members 
Mstep: Class 18 contains 13406 members 
Mstep: Class 19 contains 34447 members 
Mstep: Class 20 contains 3774 members 
Mstep: Class 21 contains 9363 members 
Mstep: Class 22 contains 7045 members 
Mstep: Class 23 contains 9236 members 
Mstep: Class 24 contains 11772 members 
Mstep: Class 25 contains 29913 members 
Mstep: Class 26 contains 25825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111918952.000000 Penalty: 91536.218750
Iteration 55Q: 27 clusters Score -1.11919e+08 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 8834 members 
Mstep: Class 3 contains 602996 members 
Mstep: Class 4 contains 15335 members 
Mstep: Class 5 contains 111004 members 
Mstep: Class 6 contains 194585 members 
Mstep: Class 7 contains 12818 members 
Mstep: Class 8 contains 3975 members 
Mstep: Class 9 contains 80539 members 
Mstep: Class 10 contains 19629 members 
Mstep: Class 11 contains 153269 members 
Mstep: Class 12 contains 40481 members 
Mstep: Class 13 contains 7467 members 
Mstep: Class 14 contains 10039 members 
Mstep: Class 15 contains 2173 members 
Mstep: Class 16 contains 37597 members 
Mstep: Class 17 contains 5921 members 
Mstep: Class 18 contains 13390 members 
Mstep: Class 19 contains 34499 members 
Mstep: Class 20 contains 3774 members 
Mstep: Class 21 contains 9410 members 
Mstep: Class 22 contains 7271 members 
Mstep: Class 23 contains 9226 members 
Mstep: Class 24 contains 11784 members 
Mstep: Class 25 contains 29940 members 
Mstep: Class 26 contains 25817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111919168.000000 Penalty: 91536.218750
Iteration 56Q: 27 clusters Score -1.119192e+08 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 8838 members 
Mstep: Class 3 contains 602974 members 
Mstep: Class 4 contains 15285 members 
Mstep: Class 5 contains 111104 members 
Mstep: Class 6 contains 194496 members 
Mstep: Class 7 contains 12817 members 
Mstep: Class 8 contains 3846 members 
Mstep: Class 9 contains 80539 members 
Mstep: Class 10 contains 19634 members 
Mstep: Class 11 contains 153263 members 
Mstep: Class 12 contains 40222 members 
Mstep: Class 13 contains 7505 members 
Mstep: Class 14 contains 10051 members 
Mstep: Class 15 contains 2184 members 
Mstep: Class 16 contains 37667 members 
Mstep: Class 17 contains 5940 members 
Mstep: Class 18 contains 13377 members 
Mstep: Class 19 contains 34580 members 
Mstep: Class 20 contains 3773 members 
Mstep: Class 21 contains 9440 members 
Mstep: Class 22 contains 7491 members 
Mstep: Class 23 contains 9213 members 
Mstep: Class 24 contains 11787 members 
Mstep: Class 25 contains 29977 members 
Mstep: Class 26 contains 25808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111919056.000000 Penalty: 91536.218750
Iteration 57Q: 27 clusters Score -1.119191e+08 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 8839 members 
Mstep: Class 3 contains 602899 members 
Mstep: Class 4 contains 15239 members 
Mstep: Class 5 contains 111185 members 
Mstep: Class 6 contains 194437 members 
Mstep: Class 7 contains 12815 members 
Mstep: Class 8 contains 3728 members 
Mstep: Class 9 contains 80535 members 
Mstep: Class 10 contains 19632 members 
Mstep: Class 11 contains 153267 members 
Mstep: Class 12 contains 39953 members 
Mstep: Class 13 contains 7541 members 
Mstep: Class 14 contains 10059 members 
Mstep: Class 15 contains 2196 members 
Mstep: Class 16 contains 37779 members 
Mstep: Class 17 contains 5954 members 
Mstep: Class 18 contains 13376 members 
Mstep: Class 19 contains 34662 members 
Mstep: Class 20 contains 3773 members 
Mstep: Class 21 contains 9491 members 
Mstep: Class 22 contains 7690 members 
Mstep: Class 23 contains 9204 members 
Mstep: Class 24 contains 11797 members 
Mstep: Class 25 contains 29989 members 
Mstep: Class 26 contains 25804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111919248.000000 Penalty: 91536.218750
Iteration 58Q: 27 clusters Score -1.119192e+08 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 8840 members 
Mstep: Class 3 contains 602856 members 
Mstep: Class 4 contains 15190 members 
Mstep: Class 5 contains 111252 members 
Mstep: Class 6 contains 194398 members 
Mstep: Class 7 contains 12817 members 
Mstep: Class 8 contains 3636 members 
Mstep: Class 9 contains 80502 members 
Mstep: Class 10 contains 19624 members 
Mstep: Class 11 contains 153269 members 
Mstep: Class 12 contains 39658 members 
Mstep: Class 13 contains 7589 members 
Mstep: Class 14 contains 10068 members 
Mstep: Class 15 contains 2210 members 
Mstep: Class 16 contains 37898 members 
Mstep: Class 17 contains 5973 members 
Mstep: Class 18 contains 13378 members 
Mstep: Class 19 contains 34756 members 
Mstep: Class 20 contains 3773 members 
Mstep: Class 21 contains 9531 members 
Mstep: Class 22 contains 7844 members 
Mstep: Class 23 contains 9195 members 
Mstep: Class 24 contains 11796 members 
Mstep: Class 25 contains 30019 members 
Mstep: Class 26 contains 25802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111919384.000000 Penalty: 91536.218750
Iteration 59Q: 27 clusters Score -1.119194e+08 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 8841 members 
Mstep: Class 3 contains 602773 members 
Mstep: Class 4 contains 15161 members 
Mstep: Class 5 contains 111319 members 
Mstep: Class 6 contains 194371 members 
Mstep: Class 7 contains 12816 members 
Mstep: Class 8 contains 3558 members 
Mstep: Class 9 contains 80472 members 
Mstep: Class 10 contains 19618 members 
Mstep: Class 11 contains 153270 members 
Mstep: Class 12 contains 39370 members 
Mstep: Class 13 contains 7641 members 
Mstep: Class 14 contains 10073 members 
Mstep: Class 15 contains 2219 members 
Mstep: Class 16 contains 37989 members 
Mstep: Class 17 contains 5982 members 
Mstep: Class 18 contains 13379 members 
Mstep: Class 19 contains 34872 members 
Mstep: Class 20 contains 3772 members 
Mstep: Class 21 contains 9579 members 
Mstep: Class 22 contains 7996 members 
Mstep: Class 23 contains 9189 members 
Mstep: Class 24 contains 11796 members 
Mstep: Class 25 contains 30040 members 
Mstep: Class 26 contains 25803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111920280.000000 Penalty: 91536.218750
Iteration 60F: 27 clusters Score -1.119203e+08 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 8844 members 
Mstep: Class 3 contains 602697 members 
Mstep: Class 4 contains 15146 members 
Mstep: Class 5 contains 111374 members 
Mstep: Class 6 contains 194342 members 
Mstep: Class 7 contains 12810 members 
Mstep: Class 8 contains 3565 members 
Mstep: Class 9 contains 80446 members 
Mstep: Class 10 contains 19564 members 
Mstep: Class 11 contains 153264 members 
Mstep: Class 12 contains 39060 members 
Mstep: Class 13 contains 7689 members 
Mstep: Class 14 contains 10072 members 
Mstep: Class 15 contains 2224 members 
Mstep: Class 16 contains 38024 members 
Mstep: Class 17 contains 6112 members 
Mstep: Class 18 contains 13376 members 
Mstep: Class 19 contains 35012 members 
Mstep: Class 20 contains 3763 members 
Mstep: Class 21 contains 9605 members 
Mstep: Class 22 contains 8172 members 
Mstep: Class 23 contains 9186 members 
Mstep: Class 24 contains 11792 members 
Mstep: Class 25 contains 30069 members 
Mstep: Class 26 contains 25799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111921224.000000 Penalty: 91536.218750
Iteration 61Q: 27 clusters Score -1.119212e+08 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 8846 members 
Mstep: Class 3 contains 602632 members 
Mstep: Class 4 contains 15107 members 
Mstep: Class 5 contains 111423 members 
Mstep: Class 6 contains 194279 members 
Mstep: Class 7 contains 12807 members 
Mstep: Class 8 contains 3498 members 
Mstep: Class 9 contains 80442 members 
Mstep: Class 10 contains 19488 members 
Mstep: Class 11 contains 153265 members 
Mstep: Class 12 contains 38702 members 
Mstep: Class 13 contains 7736 members 
Mstep: Class 14 contains 10093 members 
Mstep: Class 15 contains 2231 members 
Mstep: Class 16 contains 38094 members 
Mstep: Class 17 contains 6240 members 
Mstep: Class 18 contains 13384 members 
Mstep: Class 19 contains 35177 members 
Mstep: Class 20 contains 3755 members 
Mstep: Class 21 contains 9699 members 
Mstep: Class 22 contains 8392 members 
Mstep: Class 23 contains 9171 members 
Mstep: Class 24 contains 11796 members 
Mstep: Class 25 contains 30098 members 
Mstep: Class 26 contains 25793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111921272.000000 Penalty: 91536.218750
Iteration 62Q: 27 clusters Score -1.119213e+08 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 8848 members 
Mstep: Class 3 contains 602589 members 
Mstep: Class 4 contains 15061 members 
Mstep: Class 5 contains 111460 members 
Mstep: Class 6 contains 194218 members 
Mstep: Class 7 contains 12805 members 
Mstep: Class 8 contains 3418 members 
Mstep: Class 9 contains 80437 members 
Mstep: Class 10 contains 19400 members 
Mstep: Class 11 contains 153268 members 
Mstep: Class 12 contains 38395 members 
Mstep: Class 13 contains 7777 members 
Mstep: Class 14 contains 10109 members 
Mstep: Class 15 contains 2235 members 
Mstep: Class 16 contains 38118 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 13389 members 
Mstep: Class 19 contains 35365 members 
Mstep: Class 20 contains 3750 members 
Mstep: Class 21 contains 9781 members 
Mstep: Class 22 contains 8598 members 
Mstep: Class 23 contains 9159 members 
Mstep: Class 24 contains 11804 members 
Mstep: Class 25 contains 30130 members 
Mstep: Class 26 contains 25795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111921304.000000 Penalty: 91536.218750
Iteration 63Q: 27 clusters Score -1.119213e+08 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 8851 members 
Mstep: Class 3 contains 602582 members 
Mstep: Class 4 contains 15015 members 
Mstep: Class 5 contains 111517 members 
Mstep: Class 6 contains 194152 members 
Mstep: Class 7 contains 12806 members 
Mstep: Class 8 contains 3341 members 
Mstep: Class 9 contains 80430 members 
Mstep: Class 10 contains 19303 members 
Mstep: Class 11 contains 153271 members 
Mstep: Class 12 contains 38110 members 
Mstep: Class 13 contains 7813 members 
Mstep: Class 14 contains 10134 members 
Mstep: Class 15 contains 2239 members 
Mstep: Class 16 contains 38095 members 
Mstep: Class 17 contains 6417 members 
Mstep: Class 18 contains 13389 members 
Mstep: Class 19 contains 35574 members 
Mstep: Class 20 contains 3748 members 
Mstep: Class 21 contains 9868 members 
Mstep: Class 22 contains 8775 members 
Mstep: Class 23 contains 9156 members 
Mstep: Class 24 contains 11823 members 
Mstep: Class 25 contains 30153 members 
Mstep: Class 26 contains 25792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111921888.000000 Penalty: 91536.218750
Iteration 64Q: 27 clusters Score -1.119219e+08 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 8855 members 
Mstep: Class 3 contains 602563 members 
Mstep: Class 4 contains 14981 members 
Mstep: Class 5 contains 111564 members 
Mstep: Class 6 contains 194069 members 
Mstep: Class 7 contains 12809 members 
Mstep: Class 8 contains 3250 members 
Mstep: Class 9 contains 80437 members 
Mstep: Class 10 contains 19219 members 
Mstep: Class 11 contains 153274 members 
Mstep: Class 12 contains 37795 members 
Mstep: Class 13 contains 7845 members 
Mstep: Class 14 contains 10156 members 
Mstep: Class 15 contains 2243 members 
Mstep: Class 16 contains 38128 members 
Mstep: Class 17 contains 6481 members 
Mstep: Class 18 contains 13394 members 
Mstep: Class 19 contains 35788 members 
Mstep: Class 20 contains 3741 members 
Mstep: Class 21 contains 9954 members 
Mstep: Class 22 contains 8924 members 
Mstep: Class 23 contains 9154 members 
Mstep: Class 24 contains 11837 members 
Mstep: Class 25 contains 30178 members 
Mstep: Class 26 contains 25790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111921824.000000 Penalty: 91536.218750
Iteration 65Q: 27 clusters Score -1.119218e+08 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 8859 members 
Mstep: Class 3 contains 602549 members 
Mstep: Class 4 contains 14940 members 
Mstep: Class 5 contains 111622 members 
Mstep: Class 6 contains 193994 members 
Mstep: Class 7 contains 12810 members 
Mstep: Class 8 contains 3178 members 
Mstep: Class 9 contains 80428 members 
Mstep: Class 10 contains 19150 members 
Mstep: Class 11 contains 153273 members 
Mstep: Class 12 contains 37502 members 
Mstep: Class 13 contains 7880 members 
Mstep: Class 14 contains 10176 members 
Mstep: Class 15 contains 2247 members 
Mstep: Class 16 contains 38142 members 
Mstep: Class 17 contains 6547 members 
Mstep: Class 18 contains 13395 members 
Mstep: Class 19 contains 36022 members 
Mstep: Class 20 contains 3738 members 
Mstep: Class 21 contains 10035 members 
Mstep: Class 22 contains 9044 members 
Mstep: Class 23 contains 9154 members 
Mstep: Class 24 contains 11839 members 
Mstep: Class 25 contains 30187 members 
Mstep: Class 26 contains 25777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111922024.000000 Penalty: 91536.218750
Iteration 66Q: 27 clusters Score -1.11922e+08 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 8865 members 
Mstep: Class 3 contains 602467 members 
Mstep: Class 4 contains 14888 members 
Mstep: Class 5 contains 111670 members 
Mstep: Class 6 contains 193938 members 
Mstep: Class 7 contains 12812 members 
Mstep: Class 8 contains 3126 members 
Mstep: Class 9 contains 80416 members 
Mstep: Class 10 contains 19087 members 
Mstep: Class 11 contains 153268 members 
Mstep: Class 12 contains 37188 members 
Mstep: Class 13 contains 7909 members 
Mstep: Class 14 contains 10196 members 
Mstep: Class 15 contains 2256 members 
Mstep: Class 16 contains 38170 members 
Mstep: Class 17 contains 6616 members 
Mstep: Class 18 contains 13413 members 
Mstep: Class 19 contains 36297 members 
Mstep: Class 20 contains 3734 members 
Mstep: Class 21 contains 10075 members 
Mstep: Class 22 contains 9172 members 
Mstep: Class 23 contains 9145 members 
Mstep: Class 24 contains 11833 members 
Mstep: Class 25 contains 30208 members 
Mstep: Class 26 contains 25774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111922200.000000 Penalty: 91536.218750
Iteration 67Q: 27 clusters Score -1.119222e+08 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 8870 members 
Mstep: Class 3 contains 602348 members 
Mstep: Class 4 contains 14826 members 
Mstep: Class 5 contains 111721 members 
Mstep: Class 6 contains 193876 members 
Mstep: Class 7 contains 12808 members 
Mstep: Class 8 contains 3092 members 
Mstep: Class 9 contains 80407 members 
Mstep: Class 10 contains 19021 members 
Mstep: Class 11 contains 153265 members 
Mstep: Class 12 contains 36872 members 
Mstep: Class 13 contains 7939 members 
Mstep: Class 14 contains 10223 members 
Mstep: Class 15 contains 2266 members 
Mstep: Class 16 contains 38220 members 
Mstep: Class 17 contains 6677 members 
Mstep: Class 18 contains 13421 members 
Mstep: Class 19 contains 36578 members 
Mstep: Class 20 contains 3731 members 
Mstep: Class 21 contains 10116 members 
Mstep: Class 22 contains 9329 members 
Mstep: Class 23 contains 9135 members 
Mstep: Class 24 contains 11823 members 
Mstep: Class 25 contains 30215 members 
Mstep: Class 26 contains 25782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111922320.000000 Penalty: 91536.218750
Iteration 68Q: 27 clusters Score -1.119223e+08 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 8877 members 
Mstep: Class 3 contains 602217 members 
Mstep: Class 4 contains 14770 members 
Mstep: Class 5 contains 111778 members 
Mstep: Class 6 contains 193784 members 
Mstep: Class 7 contains 12811 members 
Mstep: Class 8 contains 3054 members 
Mstep: Class 9 contains 80403 members 
Mstep: Class 10 contains 18970 members 
Mstep: Class 11 contains 153267 members 
Mstep: Class 12 contains 36538 members 
Mstep: Class 13 contains 7966 members 
Mstep: Class 14 contains 10241 members 
Mstep: Class 15 contains 2272 members 
Mstep: Class 16 contains 38335 members 
Mstep: Class 17 contains 6724 members 
Mstep: Class 18 contains 13425 members 
Mstep: Class 19 contains 36854 members 
Mstep: Class 20 contains 3727 members 
Mstep: Class 21 contains 10164 members 
Mstep: Class 22 contains 9469 members 
Mstep: Class 23 contains 9127 members 
Mstep: Class 24 contains 11816 members 
Mstep: Class 25 contains 30233 members 
Mstep: Class 26 contains 25785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111922600.000000 Penalty: 91536.218750
Iteration 69Q: 27 clusters Score -1.119226e+08 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 8883 members 
Mstep: Class 3 contains 602078 members 
Mstep: Class 4 contains 14720 members 
Mstep: Class 5 contains 111839 members 
Mstep: Class 6 contains 193709 members 
Mstep: Class 7 contains 12805 members 
Mstep: Class 8 contains 3013 members 
Mstep: Class 9 contains 80395 members 
Mstep: Class 10 contains 18936 members 
Mstep: Class 11 contains 153270 members 
Mstep: Class 12 contains 36191 members 
Mstep: Class 13 contains 7986 members 
Mstep: Class 14 contains 10261 members 
Mstep: Class 15 contains 2284 members 
Mstep: Class 16 contains 38497 members 
Mstep: Class 17 contains 6765 members 
Mstep: Class 18 contains 13421 members 
Mstep: Class 19 contains 37132 members 
Mstep: Class 20 contains 3723 members 
Mstep: Class 21 contains 10199 members 
Mstep: Class 22 contains 9588 members 
Mstep: Class 23 contains 9118 members 
Mstep: Class 24 contains 11807 members 
Mstep: Class 25 contains 30246 members 
Mstep: Class 26 contains 25780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111922824.000000 Penalty: 91536.218750
Iteration 70Q: 27 clusters Score -1.119228e+08 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 8888 members 
Mstep: Class 3 contains 601930 members 
Mstep: Class 4 contains 14662 members 
Mstep: Class 5 contains 111899 members 
Mstep: Class 6 contains 193631 members 
Mstep: Class 7 contains 12804 members 
Mstep: Class 8 contains 2986 members 
Mstep: Class 9 contains 80394 members 
Mstep: Class 10 contains 18905 members 
Mstep: Class 11 contains 153271 members 
Mstep: Class 12 contains 35827 members 
Mstep: Class 13 contains 8008 members 
Mstep: Class 14 contains 10282 members 
Mstep: Class 15 contains 2294 members 
Mstep: Class 16 contains 38689 members 
Mstep: Class 17 contains 6805 members 
Mstep: Class 18 contains 13429 members 
Mstep: Class 19 contains 37371 members 
Mstep: Class 20 contains 3720 members 
Mstep: Class 21 contains 10226 members 
Mstep: Class 22 contains 9717 members 
Mstep: Class 23 contains 9111 members 
Mstep: Class 24 contains 11800 members 
Mstep: Class 25 contains 30253 members 
Mstep: Class 26 contains 25771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111923120.000000 Penalty: 91536.218750
Iteration 71Q: 27 clusters Score -1.119231e+08 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 8892 members 
Mstep: Class 3 contains 601783 members 
Mstep: Class 4 contains 14606 members 
Mstep: Class 5 contains 111967 members 
Mstep: Class 6 contains 193568 members 
Mstep: Class 7 contains 12801 members 
Mstep: Class 8 contains 2967 members 
Mstep: Class 9 contains 80389 members 
Mstep: Class 10 contains 18878 members 
Mstep: Class 11 contains 153274 members 
Mstep: Class 12 contains 35503 members 
Mstep: Class 13 contains 8026 members 
Mstep: Class 14 contains 10301 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 38873 members 
Mstep: Class 17 contains 6840 members 
Mstep: Class 18 contains 13432 members 
Mstep: Class 19 contains 37602 members 
Mstep: Class 20 contains 3717 members 
Mstep: Class 21 contains 10250 members 
Mstep: Class 22 contains 9827 members 
Mstep: Class 23 contains 9108 members 
Mstep: Class 24 contains 11777 members 
Mstep: Class 25 contains 30257 members 
Mstep: Class 26 contains 25768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111923248.000000 Penalty: 91536.218750
Iteration 72Q: 27 clusters Score -1.119232e+08 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 8895 members 
Mstep: Class 3 contains 601645 members 
Mstep: Class 4 contains 14571 members 
Mstep: Class 5 contains 112037 members 
Mstep: Class 6 contains 193507 members 
Mstep: Class 7 contains 12802 members 
Mstep: Class 8 contains 2954 members 
Mstep: Class 9 contains 80382 members 
Mstep: Class 10 contains 18858 members 
Mstep: Class 11 contains 153273 members 
Mstep: Class 12 contains 35160 members 
Mstep: Class 13 contains 8040 members 
Mstep: Class 14 contains 10333 members 
Mstep: Class 15 contains 2305 members 
Mstep: Class 16 contains 39093 members 
Mstep: Class 17 contains 6869 members 
Mstep: Class 18 contains 13439 members 
Mstep: Class 19 contains 37793 members 
Mstep: Class 20 contains 3715 members 
Mstep: Class 21 contains 10277 members 
Mstep: Class 22 contains 9895 members 
Mstep: Class 23 contains 9103 members 
Mstep: Class 24 contains 11764 members 
Mstep: Class 25 contains 30263 members 
Mstep: Class 26 contains 25761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111923264.000000 Penalty: 91536.218750
Iteration 73Q: 27 clusters Score -1.119233e+08 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 8900 members 
Mstep: Class 3 contains 601496 members 
Mstep: Class 4 contains 14553 members 
Mstep: Class 5 contains 112104 members 
Mstep: Class 6 contains 193452 members 
Mstep: Class 7 contains 12802 members 
Mstep: Class 8 contains 2938 members 
Mstep: Class 9 contains 80383 members 
Mstep: Class 10 contains 18841 members 
Mstep: Class 11 contains 153273 members 
Mstep: Class 12 contains 34846 members 
Mstep: Class 13 contains 8057 members 
Mstep: Class 14 contains 10365 members 
Mstep: Class 15 contains 2313 members 
Mstep: Class 16 contains 39309 members 
Mstep: Class 17 contains 6899 members 
Mstep: Class 18 contains 13439 members 
Mstep: Class 19 contains 37963 members 
Mstep: Class 20 contains 3715 members 
Mstep: Class 21 contains 10290 members 
Mstep: Class 22 contains 9950 members 
Mstep: Class 23 contains 9093 members 
Mstep: Class 24 contains 11758 members 
Mstep: Class 25 contains 30264 members 
Mstep: Class 26 contains 25757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111923224.000000 Penalty: 91536.218750
Iteration 74Q: 27 clusters Score -1.119232e+08 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 8906 members 
Mstep: Class 3 contains 601356 members 
Mstep: Class 4 contains 14528 members 
Mstep: Class 5 contains 112150 members 
Mstep: Class 6 contains 193404 members 
Mstep: Class 7 contains 12802 members 
Mstep: Class 8 contains 2933 members 
Mstep: Class 9 contains 80373 members 
Mstep: Class 10 contains 18828 members 
Mstep: Class 11 contains 153275 members 
Mstep: Class 12 contains 34533 members 
Mstep: Class 13 contains 8068 members 
Mstep: Class 14 contains 10390 members 
Mstep: Class 15 contains 2317 members 
Mstep: Class 16 contains 39553 members 
Mstep: Class 17 contains 6917 members 
Mstep: Class 18 contains 13440 members 
Mstep: Class 19 contains 38108 members 
Mstep: Class 20 contains 3715 members 
Mstep: Class 21 contains 10323 members 
Mstep: Class 22 contains 9990 members 
Mstep: Class 23 contains 9085 members 
Mstep: Class 24 contains 11747 members 
Mstep: Class 25 contains 30275 members 
Mstep: Class 26 contains 25758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111923064.000000 Penalty: 91536.218750
Iteration 75Q: 27 clusters Score -1.119231e+08 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 8916 members 
Mstep: Class 3 contains 601223 members 
Mstep: Class 4 contains 14499 members 
Mstep: Class 5 contains 112201 members 
Mstep: Class 6 contains 193356 members 
Mstep: Class 7 contains 12802 members 
Mstep: Class 8 contains 2938 members 
Mstep: Class 9 contains 80357 members 
Mstep: Class 10 contains 18817 members 
Mstep: Class 11 contains 153273 members 
Mstep: Class 12 contains 34224 members 
Mstep: Class 13 contains 8081 members 
Mstep: Class 14 contains 10413 members 
Mstep: Class 15 contains 2321 members 
Mstep: Class 16 contains 39802 members 
Mstep: Class 17 contains 6942 members 
Mstep: Class 18 contains 13433 members 
Mstep: Class 19 contains 38235 members 
Mstep: Class 20 contains 3715 members 
Mstep: Class 21 contains 10357 members 
Mstep: Class 22 contains 10023 members 
Mstep: Class 23 contains 9082 members 
Mstep: Class 24 contains 11740 members 
Mstep: Class 25 contains 30287 members 
Mstep: Class 26 contains 25757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111923304.000000 Penalty: 91536.218750
Iteration 76Q: 27 clusters Score -1.119233e+08 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 8921 members 
Mstep: Class 3 contains 601098 members 
Mstep: Class 4 contains 14487 members 
Mstep: Class 5 contains 112249 members 
Mstep: Class 6 contains 193310 members 
Mstep: Class 7 contains 12799 members 
Mstep: Class 8 contains 2938 members 
Mstep: Class 9 contains 80342 members 
Mstep: Class 10 contains 18807 members 
Mstep: Class 11 contains 153268 members 
Mstep: Class 12 contains 33937 members 
Mstep: Class 13 contains 8097 members 
Mstep: Class 14 contains 10431 members 
Mstep: Class 15 contains 2325 members 
Mstep: Class 16 contains 40040 members 
Mstep: Class 17 contains 6953 members 
Mstep: Class 18 contains 13432 members 
Mstep: Class 19 contains 38326 members 
Mstep: Class 20 contains 3715 members 
Mstep: Class 21 contains 10392 members 
Mstep: Class 22 contains 10068 members 
Mstep: Class 23 contains 9080 members 
Mstep: Class 24 contains 11734 members 
Mstep: Class 25 contains 30303 members 
Mstep: Class 26 contains 25755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111923280.000000 Penalty: 91536.218750
Iteration 77Q: 27 clusters Score -1.119233e+08 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 8925 members 
Mstep: Class 3 contains 601035 members 
Mstep: Class 4 contains 14464 members 
Mstep: Class 5 contains 112294 members 
Mstep: Class 6 contains 193277 members 
Mstep: Class 7 contains 12793 members 
Mstep: Class 8 contains 2940 members 
Mstep: Class 9 contains 80329 members 
Mstep: Class 10 contains 18798 members 
Mstep: Class 11 contains 153268 members 
Mstep: Class 12 contains 33662 members 
Mstep: Class 13 contains 8102 members 
Mstep: Class 14 contains 10450 members 
Mstep: Class 15 contains 2329 members 
Mstep: Class 16 contains 40270 members 
Mstep: Class 17 contains 6967 members 
Mstep: Class 18 contains 13428 members 
Mstep: Class 19 contains 38401 members 
Mstep: Class 20 contains 3715 members 
Mstep: Class 21 contains 10420 members 
Mstep: Class 22 contains 10099 members 
Mstep: Class 23 contains 9076 members 
Mstep: Class 24 contains 11723 members 
Mstep: Class 25 contains 30300 members 
Mstep: Class 26 contains 25754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111923448.000000 Penalty: 91536.218750
Iteration 78Q: 27 clusters Score -1.119234e+08 nChanged 746
Entering ConstructFrom: 
Score: -111923448.000000 Penalty: 91536.218750
Entering ConstructFrom: 
Trying to split cluster 1 (10252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Entering Unmasked Estep 
Score: -745500.812500 Penalty: 2290.336670
	Iteration 0F: 2 clusters Score -745500.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -737739.125000 Penalty: 4580.673340
	Iteration 0F: 3 clusters Score -737739.1 nChanged 4257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -740281.500000 Penalty: 4580.673340
	Iteration 1F: 3 clusters Score -740281.5 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -740969.562500 Penalty: 4580.673340
	Iteration 2F: 3 clusters Score -740969.6 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -741786.687500 Penalty: 4580.673340
	Iteration 3F: 3 clusters Score -741786.7 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -742696.500000 Penalty: 4580.673340
	Iteration 4F: 3 clusters Score -742696.5 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -743668.375000 Penalty: 4580.673340
	Iteration 5F: 3 clusters Score -743668.4 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -744570.375000 Penalty: 4580.673340
	Iteration 6F: 3 clusters Score -744570.4 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -745168.875000 Penalty: 4580.673340
	Iteration 7F: 3 clusters Score -745168.9 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -745467.625000 Penalty: 4580.673340
	Iteration 8Q: 3 clusters Score -745467.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -745651.625000 Penalty: 4580.673340
	Iteration 9Q: 3 clusters Score -745651.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -745762.937500 Penalty: 4580.673340
	Iteration 10Q: 3 clusters Score -745762.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -745830.375000 Penalty: 4580.673340
	Iteration 11Q: 3 clusters Score -745830.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -745879.250000 Penalty: 4580.673340
	Iteration 12Q: 3 clusters Score -745879.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -745909.375000 Penalty: 4580.673340
	Iteration 13Q: 3 clusters Score -745909.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -745932.500000 Penalty: 4580.673340
	Iteration 14Q: 3 clusters Score -745932.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -745945.062500 Penalty: 4580.673340
	Iteration 15Q: 3 clusters Score -745945.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -745953.687500 Penalty: 4580.673340
	Iteration 16Q: 3 clusters Score -745953.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -745959.625000 Penalty: 4580.673340
	Iteration 17Q: 3 clusters Score -745959.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -745965.750000 Penalty: 4580.673340
	Iteration 18Q: 3 clusters Score -745965.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -745968.000000 Penalty: 4580.673340
	Iteration 19Q: 3 clusters Score -745968 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -745968.312500 Penalty: 4580.673340
	Iteration 20F: 3 clusters Score -745968.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -745970.937500 Penalty: 4580.673340
	Iteration 21Q: 3 clusters Score -745970.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -745969.937500 Penalty: 4580.673340
	Iteration 22Q: 3 clusters Score -745969.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -745968.937500 Penalty: 4580.673340
	Iteration 23Q: 3 clusters Score -745968.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -745969.062500 Penalty: 4580.673340
	Iteration 24Q: 3 clusters Score -745969.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -745969.562500 Penalty: 4580.673340
	Iteration 25Q: 3 clusters Score -745969.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -745970.562500 Penalty: 4580.673340
	Iteration 26Q: 3 clusters Score -745970.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -745968.312500 Penalty: 4580.673340
	Iteration 27Q: 3 clusters Score -745968.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -745968.312500 Penalty: 4580.673340
	Iteration 28F: 3 clusters Score -745968.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 8929 members 
Mstep: Class 3 contains 600970 members 
Mstep: Class 4 contains 14433 members 
Mstep: Class 5 contains 112337 members 
Mstep: Class 6 contains 193237 members 
Mstep: Class 7 contains 12792 members 
Mstep: Class 8 contains 2941 members 
Mstep: Class 9 contains 80312 members 
Mstep: Class 10 contains 18792 members 
Mstep: Class 11 contains 153267 members 
Mstep: Class 12 contains 33421 members 
Mstep: Class 13 contains 8114 members 
Mstep: Class 14 contains 10463 members 
Mstep: Class 15 contains 2333 members 
Mstep: Class 16 contains 40488 members 
Mstep: Class 17 contains 6977 members 
Mstep: Class 18 contains 13427 members 
Mstep: Class 19 contains 38462 members 
Mstep: Class 20 contains 3715 members 
Mstep: Class 21 contains 10445 members 
Mstep: Class 22 contains 10127 members 
Mstep: Class 23 contains 9072 members 
Mstep: Class 24 contains 11714 members 
Mstep: Class 25 contains 30303 members 
Mstep: Class 26 contains 25756 members 
Mstep: Class 27 contains 5816 members 
Entering Unmasked Estep 
Score: -111922208.000000 Penalty: 95056.843750
Splitting cluster 1 changes total score from -111923448.000000 to -111922208.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (8929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Entering Unmasked Estep 
Score: -683086.625000 Penalty: 2256.070801
	Iteration 0F: 2 clusters Score -683086.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -676087.812500 Penalty: 4512.141602
	Iteration 0F: 3 clusters Score -676087.8 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -678219.437500 Penalty: 4512.141602
	Iteration 1F: 3 clusters Score -678219.4 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -678578.625000 Penalty: 4512.141602
	Iteration 2F: 3 clusters Score -678578.6 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -678865.062500 Penalty: 4512.141602
	Iteration 3F: 3 clusters Score -678865.1 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -679145.000000 Penalty: 4512.141602
	Iteration 4Q: 3 clusters Score -679145 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -679444.687500 Penalty: 4512.141602
	Iteration 5Q: 3 clusters Score -679444.7 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -679747.375000 Penalty: 4512.141602
	Iteration 6Q: 3 clusters Score -679747.4 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -680079.125000 Penalty: 4512.141602
	Iteration 7F: 3 clusters Score -680079.1 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -680366.500000 Penalty: 4512.141602
	Iteration 8F: 3 clusters Score -680366.5 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -680604.875000 Penalty: 4512.141602
	Iteration 9Q: 3 clusters Score -680604.9 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -680794.000000 Penalty: 4512.141602
	Iteration 10Q: 3 clusters Score -680794 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -680955.250000 Penalty: 4512.141602
	Iteration 11Q: 3 clusters Score -680955.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -681087.312500 Penalty: 4512.141602
	Iteration 12Q: 3 clusters Score -681087.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -681189.187500 Penalty: 4512.141602
	Iteration 13Q: 3 clusters Score -681189.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -681281.562500 Penalty: 4512.141602
	Iteration 14Q: 3 clusters Score -681281.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -681361.312500 Penalty: 4512.141602
	Iteration 15Q: 3 clusters Score -681361.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -681434.062500 Penalty: 4512.141602
	Iteration 16Q: 3 clusters Score -681434.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -681486.312500 Penalty: 4512.141602
	Iteration 17Q: 3 clusters Score -681486.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -681517.250000 Penalty: 4512.141602
	Iteration 18Q: 3 clusters Score -681517.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -681545.687500 Penalty: 4512.141602
	Iteration 19Q: 3 clusters Score -681545.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -681574.312500 Penalty: 4512.141602
	Iteration 20F: 3 clusters Score -681574.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -681596.125000 Penalty: 4512.141602
	Iteration 21Q: 3 clusters Score -681596.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -681611.875000 Penalty: 4512.141602
	Iteration 22Q: 3 clusters Score -681611.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -681623.000000 Penalty: 4512.141602
	Iteration 23Q: 3 clusters Score -681623 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -681630.312500 Penalty: 4512.141602
	Iteration 24Q: 3 clusters Score -681630.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -681634.000000 Penalty: 4512.141602
	Iteration 25Q: 3 clusters Score -681634 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -681637.187500 Penalty: 4512.141602
	Iteration 26Q: 3 clusters Score -681637.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -681641.812500 Penalty: 4512.141602
	Iteration 27Q: 3 clusters Score -681641.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -681643.687500 Penalty: 4512.141602
	Iteration 28Q: 3 clusters Score -681643.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -681645.312500 Penalty: 4512.141602
	Iteration 29Q: 3 clusters Score -681645.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -681647.500000 Penalty: 4512.141602
	Iteration 30Q: 3 clusters Score -681647.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -681648.437500 Penalty: 4512.141602
	Iteration 31Q: 3 clusters Score -681648.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -681649.000000 Penalty: 4512.141602
	Iteration 32Q: 3 clusters Score -681649 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -681649.000000 Penalty: 4512.141602
	Iteration 33F: 3 clusters Score -681649 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (600970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600970 members 
Entering Unmasked Estep 
Score: -47253368.000000 Penalty: 3299.962402
	Iteration 0F: 2 clusters Score -4.725337e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300648 members 
Mstep: Class 2 contains 300322 members 
Entering Unmasked Estep 
Score: -46847604.000000 Penalty: 6599.924805
	Iteration 0F: 3 clusters Score -4.68476e+07 nChanged 293864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306398 members 
Mstep: Class 2 contains 294572 members 
Entering Unmasked Estep 
Score: -47024028.000000 Penalty: 6599.924805
	Iteration 1F: 3 clusters Score -4.702403e+07 nChanged 16527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310233 members 
Mstep: Class 2 contains 290737 members 
Entering Unmasked Estep 
Score: -47028596.000000 Penalty: 6599.924805
	Iteration 2Q: 3 clusters Score -4.70286e+07 nChanged 20109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316280 members 
Mstep: Class 2 contains 284690 members 
Entering Unmasked Estep 
Score: -47035672.000000 Penalty: 6599.924805
	Iteration 3Q: 3 clusters Score -4.703567e+07 nChanged 25069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325611 members 
Mstep: Class 2 contains 275359 members 
Entering Unmasked Estep 
Score: -47046652.000000 Penalty: 6599.924805
	Iteration 4Q: 3 clusters Score -4.704665e+07 nChanged 31513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339856 members 
Mstep: Class 2 contains 261114 members 
Entering Unmasked Estep 
Score: -47062816.000000 Penalty: 6599.924805
	Iteration 5F: 3 clusters Score -4.706282e+07 nChanged 37625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360139 members 
Mstep: Class 2 contains 240831 members 
Entering Unmasked Estep 
Score: -47085468.000000 Penalty: 6599.924805
	Iteration 6F: 3 clusters Score -4.708547e+07 nChanged 41484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385327 members 
Mstep: Class 2 contains 215643 members 
Entering Unmasked Estep 
Score: -47115244.000000 Penalty: 6599.924805
	Iteration 7F: 3 clusters Score -4.711524e+07 nChanged 41412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411471 members 
Mstep: Class 2 contains 189499 members 
Entering Unmasked Estep 
Score: -47148580.000000 Penalty: 6599.924805
	Iteration 8F: 3 clusters Score -4.714858e+07 nChanged 36576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433513 members 
Mstep: Class 2 contains 167457 members 
Entering Unmasked Estep 
Score: -47176960.000000 Penalty: 6599.924805
	Iteration 9F: 3 clusters Score -4.717696e+07 nChanged 28712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449247 members 
Mstep: Class 2 contains 151723 members 
Entering Unmasked Estep 
Score: -47195732.000000 Penalty: 6599.924805
	Iteration 10Q: 3 clusters Score -4.719573e+07 nChanged 20237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460896 members 
Mstep: Class 2 contains 140074 members 
Entering Unmasked Estep 
Score: -47206420.000000 Penalty: 6599.924805
	Iteration 11Q: 3 clusters Score -4.720642e+07 nChanged 14019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470619 members 
Mstep: Class 2 contains 130351 members 
Entering Unmasked Estep 
Score: -47212232.000000 Penalty: 6599.924805
	Iteration 12Q: 3 clusters Score -4.721223e+07 nChanged 10532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479377 members 
Mstep: Class 2 contains 121593 members 
Entering Unmasked Estep 
Score: -47215760.000000 Penalty: 6599.924805
	Iteration 13Q: 3 clusters Score -4.721576e+07 nChanged 8951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487638 members 
Mstep: Class 2 contains 113332 members 
Entering Unmasked Estep 
Score: -47219200.000000 Penalty: 6599.924805
	Iteration 14Q: 3 clusters Score -4.72192e+07 nChanged 8282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495594 members 
Mstep: Class 2 contains 105376 members 
Entering Unmasked Estep 
Score: -47222048.000000 Penalty: 6599.924805
	Iteration 15Q: 3 clusters Score -4.722205e+07 nChanged 7940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503336 members 
Mstep: Class 2 contains 97634 members 
Entering Unmasked Estep 
Score: -47224776.000000 Penalty: 6599.924805
	Iteration 16Q: 3 clusters Score -4.722478e+07 nChanged 7930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511122 members 
Mstep: Class 2 contains 89848 members 
Entering Unmasked Estep 
Score: -47227616.000000 Penalty: 6599.924805
	Iteration 17Q: 3 clusters Score -4.722762e+07 nChanged 7822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518854 members 
Mstep: Class 2 contains 82116 members 
Entering Unmasked Estep 
Score: -47230360.000000 Penalty: 6599.924805
	Iteration 18Q: 3 clusters Score -4.723036e+07 nChanged 7782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526574 members 
Mstep: Class 2 contains 74396 members 
Entering Unmasked Estep 
Score: -47233664.000000 Penalty: 6599.924805
	Iteration 19Q: 3 clusters Score -4.723366e+07 nChanged 7509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534035 members 
Mstep: Class 2 contains 66935 members 
Entering Unmasked Estep 
Score: -47236632.000000 Penalty: 6599.924805
	Iteration 20F: 3 clusters Score -4.723663e+07 nChanged 7318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541301 members 
Mstep: Class 2 contains 59669 members 
Entering Unmasked Estep 
Score: -47239600.000000 Penalty: 6599.924805
	Iteration 21Q: 3 clusters Score -4.72396e+07 nChanged 7056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548315 members 
Mstep: Class 2 contains 52655 members 
Entering Unmasked Estep 
Score: -47242652.000000 Penalty: 6599.924805
	Iteration 22Q: 3 clusters Score -4.724265e+07 nChanged 6705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554976 members 
Mstep: Class 2 contains 45994 members 
Entering Unmasked Estep 
Score: -47245704.000000 Penalty: 6599.924805
	Iteration 23Q: 3 clusters Score -4.72457e+07 nChanged 6166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561084 members 
Mstep: Class 2 contains 39886 members 
Entering Unmasked Estep 
Score: -47248316.000000 Penalty: 6599.924805
	Iteration 24Q: 3 clusters Score -4.724832e+07 nChanged 5665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566689 members 
Mstep: Class 2 contains 34281 members 
Entering Unmasked Estep 
Score: -47250964.000000 Penalty: 6599.924805
	Iteration 25Q: 3 clusters Score -4.725096e+07 nChanged 5001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571598 members 
Mstep: Class 2 contains 29372 members 
Entering Unmasked Estep 
Score: -47253176.000000 Penalty: 6599.924805
	Iteration 26Q: 3 clusters Score -4.725318e+07 nChanged 4298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575782 members 
Mstep: Class 2 contains 25188 members 
Entering Unmasked Estep 
Score: -47255348.000000 Penalty: 6599.924805
	Iteration 27Q: 3 clusters Score -4.725535e+07 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579289 members 
Mstep: Class 2 contains 21681 members 
Entering Unmasked Estep 
Score: -47256984.000000 Penalty: 6599.924805
	Iteration 28Q: 3 clusters Score -4.725698e+07 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582152 members 
Mstep: Class 2 contains 18818 members 
Entering Unmasked Estep 
Score: -47258496.000000 Penalty: 6599.924805
	Iteration 29Q: 3 clusters Score -4.72585e+07 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584406 members 
Mstep: Class 2 contains 16564 members 
Entering Unmasked Estep 
Score: -47259956.000000 Penalty: 6599.924805
	Iteration 30Q: 3 clusters Score -4.725996e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586120 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
Score: -47261544.000000 Penalty: 6599.924805
	Iteration 31Q: 3 clusters Score -4.726154e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587337 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -47263652.000000 Penalty: 6599.924805
	Iteration 32Q: 3 clusters Score -4.726365e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587948 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -47264980.000000 Penalty: 6599.924805
	Iteration 33Q: 3 clusters Score -4.726498e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588048 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -47265320.000000 Penalty: 6599.924805
	Iteration 34Q: 3 clusters Score -4.726532e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587990 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -47265548.000000 Penalty: 6599.924805
	Iteration 35Q: 3 clusters Score -4.726555e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587904 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -47265468.000000 Penalty: 6599.924805
	Iteration 36Q: 3 clusters Score -4.726547e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587828 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -47265532.000000 Penalty: 6599.924805
	Iteration 37Q: 3 clusters Score -4.726553e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587773 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -47265516.000000 Penalty: 6599.924805
	Iteration 38Q: 3 clusters Score -4.726552e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587732 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -47265488.000000 Penalty: 6599.924805
	Iteration 39Q: 3 clusters Score -4.726549e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587696 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -47265492.000000 Penalty: 6599.924805
	Iteration 40F: 3 clusters Score -4.726549e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587661 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -47265472.000000 Penalty: 6599.924805
	Iteration 41Q: 3 clusters Score -4.726547e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587632 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -47265500.000000 Penalty: 6599.924805
	Iteration 42Q: 3 clusters Score -4.72655e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587611 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -47265484.000000 Penalty: 6599.924805
	Iteration 43Q: 3 clusters Score -4.726548e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587596 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -47265460.000000 Penalty: 6599.924805
	Iteration 44Q: 3 clusters Score -4.726546e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587588 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -47265452.000000 Penalty: 6599.924805
	Iteration 45Q: 3 clusters Score -4.726545e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587578 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -47265500.000000 Penalty: 6599.924805
	Iteration 46Q: 3 clusters Score -4.72655e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587571 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -47265504.000000 Penalty: 6599.924805
	Iteration 47Q: 3 clusters Score -4.72655e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587567 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -47265500.000000 Penalty: 6599.924805
	Iteration 48Q: 3 clusters Score -4.72655e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587564 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -47265512.000000 Penalty: 6599.924805
	Iteration 49Q: 3 clusters Score -4.726551e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587563 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -47265496.000000 Penalty: 6599.924805
	Iteration 50Q: 3 clusters Score -4.72655e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587563 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -47265496.000000 Penalty: 6599.924805
	Iteration 51F: 3 clusters Score -4.72655e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 8929 members 
Mstep: Class 3 contains 587563 members 
Mstep: Class 4 contains 14433 members 
Mstep: Class 5 contains 112337 members 
Mstep: Class 6 contains 193237 members 
Mstep: Class 7 contains 12792 members 
Mstep: Class 8 contains 2941 members 
Mstep: Class 9 contains 80312 members 
Mstep: Class 10 contains 18792 members 
Mstep: Class 11 contains 153267 members 
Mstep: Class 12 contains 33421 members 
Mstep: Class 13 contains 8114 members 
Mstep: Class 14 contains 10463 members 
Mstep: Class 15 contains 2333 members 
Mstep: Class 16 contains 40488 members 
Mstep: Class 17 contains 6977 members 
Mstep: Class 18 contains 13427 members 
Mstep: Class 19 contains 38462 members 
Mstep: Class 20 contains 3715 members 
Mstep: Class 21 contains 10445 members 
Mstep: Class 22 contains 10127 members 
Mstep: Class 23 contains 9072 members 
Mstep: Class 24 contains 11714 members 
Mstep: Class 25 contains 30303 members 
Mstep: Class 26 contains 25756 members 
Mstep: Class 27 contains 13407 members 
Entering Unmasked Estep 
Score: -111934048.000000 Penalty: 95056.843750
Splitting cluster 3 changes total score from -111923448.000000 to -111934048.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 4 (14433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Entering Unmasked Estep 
Score: -1097582.750000 Penalty: 2375.163574
	Iteration 0F: 2 clusters Score -1097583 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1087020.750000 Penalty: 4750.327148
	Iteration 0F: 3 clusters Score -1087021 nChanged 6224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -1090347.625000 Penalty: 4750.327148
	Iteration 1F: 3 clusters Score -1090348 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1090780.625000 Penalty: 4750.327148
	Iteration 2F: 3 clusters Score -1090781 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1091147.625000 Penalty: 4750.327148
	Iteration 3F: 3 clusters Score -1091148 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1091437.875000 Penalty: 4750.327148
	Iteration 4Q: 3 clusters Score -1091438 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1091670.500000 Penalty: 4750.327148
	Iteration 5Q: 3 clusters Score -1091670 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -1091915.250000 Penalty: 4750.327148
	Iteration 6Q: 3 clusters Score -1091915 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1092171.375000 Penalty: 4750.327148
	Iteration 7Q: 3 clusters Score -1092171 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1092408.500000 Penalty: 4750.327148
	Iteration 8Q: 3 clusters Score -1092408 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1092647.250000 Penalty: 4750.327148
	Iteration 9Q: 3 clusters Score -1092647 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1092903.375000 Penalty: 4750.327148
	Iteration 10Q: 3 clusters Score -1092903 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1093146.625000 Penalty: 4750.327148
	Iteration 11Q: 3 clusters Score -1093147 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1093368.250000 Penalty: 4750.327148
	Iteration 12Q: 3 clusters Score -1093368 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1093599.375000 Penalty: 4750.327148
	Iteration 13Q: 3 clusters Score -1093599 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1093792.000000 Penalty: 4750.327148
	Iteration 14Q: 3 clusters Score -1093792 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1093953.875000 Penalty: 4750.327148
	Iteration 15Q: 3 clusters Score -1093954 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1094102.000000 Penalty: 4750.327148
	Iteration 16Q: 3 clusters Score -1094102 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1094231.500000 Penalty: 4750.327148
	Iteration 17Q: 3 clusters Score -1094232 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1094329.750000 Penalty: 4750.327148
	Iteration 18Q: 3 clusters Score -1094330 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1094405.250000 Penalty: 4750.327148
	Iteration 19Q: 3 clusters Score -1094405 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1094462.000000 Penalty: 4750.327148
	Iteration 20F: 3 clusters Score -1094462 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1094512.250000 Penalty: 4750.327148
	Iteration 21Q: 3 clusters Score -1094512 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1094551.375000 Penalty: 4750.327148
	Iteration 22Q: 3 clusters Score -1094551 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1094585.375000 Penalty: 4750.327148
	Iteration 23Q: 3 clusters Score -1094585 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1094633.875000 Penalty: 4750.327148
	Iteration 24Q: 3 clusters Score -1094634 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1094680.375000 Penalty: 4750.327148
	Iteration 25Q: 3 clusters Score -1094680 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1094723.125000 Penalty: 4750.327148
	Iteration 26Q: 3 clusters Score -1094723 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1094756.875000 Penalty: 4750.327148
	Iteration 27Q: 3 clusters Score -1094757 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1094788.250000 Penalty: 4750.327148
	Iteration 28Q: 3 clusters Score -1094788 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1094823.375000 Penalty: 4750.327148
	Iteration 29Q: 3 clusters Score -1094823 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1094853.375000 Penalty: 4750.327148
	Iteration 30Q: 3 clusters Score -1094853 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1094884.625000 Penalty: 4750.327148
	Iteration 31Q: 3 clusters Score -1094885 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1094904.625000 Penalty: 4750.327148
	Iteration 32Q: 3 clusters Score -1094905 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1094921.000000 Penalty: 4750.327148
	Iteration 33Q: 3 clusters Score -1094921 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1094934.500000 Penalty: 4750.327148
	Iteration 34Q: 3 clusters Score -1094934 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1094953.250000 Penalty: 4750.327148
	Iteration 35Q: 3 clusters Score -1094953 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1094964.750000 Penalty: 4750.327148
	Iteration 36Q: 3 clusters Score -1094965 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1094985.750000 Penalty: 4750.327148
	Iteration 37Q: 3 clusters Score -1094986 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1095015.500000 Penalty: 4750.327148
	Iteration 38Q: 3 clusters Score -1095016 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1095032.875000 Penalty: 4750.327148
	Iteration 39Q: 3 clusters Score -1095033 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1095050.500000 Penalty: 4750.327148
	Iteration 40F: 3 clusters Score -1095050 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1095062.875000 Penalty: 4750.327148
	Iteration 41Q: 3 clusters Score -1095063 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1095076.500000 Penalty: 4750.327148
	Iteration 42Q: 3 clusters Score -1095076 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1095088.875000 Penalty: 4750.327148
	Iteration 43Q: 3 clusters Score -1095089 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1095098.750000 Penalty: 4750.327148
	Iteration 44Q: 3 clusters Score -1095099 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1095107.500000 Penalty: 4750.327148
	Iteration 45Q: 3 clusters Score -1095108 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1095115.250000 Penalty: 4750.327148
	Iteration 46Q: 3 clusters Score -1095115 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1095118.000000 Penalty: 4750.327148
	Iteration 47Q: 3 clusters Score -1095118 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -1095119.500000 Penalty: 4750.327148
	Iteration 48Q: 3 clusters Score -1095120 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1095121.875000 Penalty: 4750.327148
	Iteration 49Q: 3 clusters Score -1095122 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1095123.000000 Penalty: 4750.327148
	Iteration 50Q: 3 clusters Score -1095123 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1095125.250000 Penalty: 4750.327148
	Iteration 51Q: 3 clusters Score -1095125 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1095124.000000 Penalty: 4750.327148
	Iteration 52Q: 3 clusters Score -1095124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1095124.250000 Penalty: 4750.327148
	Iteration 53Q: 3 clusters Score -1095124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1095127.125000 Penalty: 4750.327148
	Iteration 54Q: 3 clusters Score -1095127 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1095127.375000 Penalty: 4750.327148
	Iteration 55Q: 3 clusters Score -1095127 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1095130.250000 Penalty: 4750.327148
	Iteration 56Q: 3 clusters Score -1095130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1095132.000000 Penalty: 4750.327148
	Iteration 57Q: 3 clusters Score -1095132 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1095133.750000 Penalty: 4750.327148
	Iteration 58Q: 3 clusters Score -1095134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1095134.000000 Penalty: 4750.327148
	Iteration 59Q: 3 clusters Score -1095134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1095137.375000 Penalty: 4750.327148
	Iteration 60F: 3 clusters Score -1095137 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1095136.625000 Penalty: 4750.327148
	Iteration 61Q: 3 clusters Score -1095137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1095133.750000 Penalty: 4750.327148
	Iteration 62Q: 3 clusters Score -1095134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1095134.875000 Penalty: 4750.327148
	Iteration 63Q: 3 clusters Score -1095135 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1095133.750000 Penalty: 4750.327148
	Iteration 64Q: 3 clusters Score -1095134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -1095134.750000 Penalty: 4750.327148
	Iteration 65Q: 3 clusters Score -1095135 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1095139.000000 Penalty: 4750.327148
	Iteration 66Q: 3 clusters Score -1095139 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1095134.750000 Penalty: 4750.327148
	Iteration 67Q: 3 clusters Score -1095135 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1095137.125000 Penalty: 4750.327148
	Iteration 68Q: 3 clusters Score -1095137 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1095141.375000 Penalty: 4750.327148
	Iteration 69Q: 3 clusters Score -1095141 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1095140.250000 Penalty: 4750.327148
	Iteration 70Q: 3 clusters Score -1095140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1095140.875000 Penalty: 4750.327148
	Iteration 71Q: 3 clusters Score -1095141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1095142.750000 Penalty: 4750.327148
	Iteration 72Q: 3 clusters Score -1095143 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1095142.375000 Penalty: 4750.327148
	Iteration 73Q: 3 clusters Score -1095142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1095142.000000 Penalty: 4750.327148
	Iteration 74Q: 3 clusters Score -1095142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1095143.375000 Penalty: 4750.327148
	Iteration 75Q: 3 clusters Score -1095143 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1095143.625000 Penalty: 4750.327148
	Iteration 76Q: 3 clusters Score -1095144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1095143.125000 Penalty: 4750.327148
	Iteration 77Q: 3 clusters Score -1095143 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1095145.625000 Penalty: 4750.327148
	Iteration 78Q: 3 clusters Score -1095146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1095145.625000 Penalty: 4750.327148
	Iteration 79F: 3 clusters Score -1095146 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (112337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112337 members 
Entering Unmasked Estep 
Score: -8824827.000000 Penalty: 2884.055908
	Iteration 0F: 2 clusters Score -8824827 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56016 members 
Mstep: Class 2 contains 56321 members 
Entering Unmasked Estep 
Score: -8749770.000000 Penalty: 5768.111816
	Iteration 0F: 3 clusters Score -8749770 nChanged 53294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53142 members 
Mstep: Class 2 contains 59195 members 
Entering Unmasked Estep 
Score: -8780552.000000 Penalty: 5768.111816
	Iteration 1F: 3 clusters Score -8780552 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51514 members 
Mstep: Class 2 contains 60823 members 
Entering Unmasked Estep 
Score: -8781537.000000 Penalty: 5768.111816
	Iteration 2Q: 3 clusters Score -8781537 nChanged 4368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49154 members 
Mstep: Class 2 contains 63183 members 
Entering Unmasked Estep 
Score: -8782977.000000 Penalty: 5768.111816
	Iteration 3Q: 3 clusters Score -8782977 nChanged 5075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45743 members 
Mstep: Class 2 contains 66594 members 
Entering Unmasked Estep 
Score: -8785182.000000 Penalty: 5768.111816
	Iteration 4Q: 3 clusters Score -8785182 nChanged 6208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40919 members 
Mstep: Class 2 contains 71418 members 
Entering Unmasked Estep 
Score: -8788639.000000 Penalty: 5768.111816
	Iteration 5F: 3 clusters Score -8788639 nChanged 7455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34588 members 
Mstep: Class 2 contains 77749 members 
Entering Unmasked Estep 
Score: -8793872.000000 Penalty: 5768.111816
	Iteration 6F: 3 clusters Score -8793872 nChanged 8198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27254 members 
Mstep: Class 2 contains 85083 members 
Entering Unmasked Estep 
Score: -8800595.000000 Penalty: 5768.111816
	Iteration 7F: 3 clusters Score -8800595 nChanged 7611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20275 members 
Mstep: Class 2 contains 92062 members 
Entering Unmasked Estep 
Score: -8807633.000000 Penalty: 5768.111816
	Iteration 8F: 3 clusters Score -8807633 nChanged 5840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 97298 members 
Entering Unmasked Estep 
Score: -8812751.000000 Penalty: 5768.111816
	Iteration 9F: 3 clusters Score -8812751 nChanged 3994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 100792 members 
Entering Unmasked Estep 
Score: -8815930.000000 Penalty: 5768.111816
	Iteration 10Q: 3 clusters Score -8815930 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 103217 members 
Entering Unmasked Estep 
Score: -8818045.000000 Penalty: 5768.111816
	Iteration 11Q: 3 clusters Score -8818045 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 105006 members 
Entering Unmasked Estep 
Score: -8819591.000000 Penalty: 5768.111816
	Iteration 12Q: 3 clusters Score -8819591 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 106326 members 
Entering Unmasked Estep 
Score: -8820905.000000 Penalty: 5768.111816
	Iteration 13Q: 3 clusters Score -8820905 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 107144 members 
Entering Unmasked Estep 
Score: -8821803.000000 Penalty: 5768.111816
	Iteration 14Q: 3 clusters Score -8821803 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 107619 members 
Entering Unmasked Estep 
Score: -8822522.000000 Penalty: 5768.111816
	Iteration 15Q: 3 clusters Score -8822522 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 107828 members 
Entering Unmasked Estep 
Score: -8823011.000000 Penalty: 5768.111816
	Iteration 16Q: 3 clusters Score -8823011 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 107881 members 
Entering Unmasked Estep 
Score: -8823433.000000 Penalty: 5768.111816
	Iteration 17Q: 3 clusters Score -8823433 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 107790 members 
Entering Unmasked Estep 
Score: -8823881.000000 Penalty: 5768.111816
	Iteration 18Q: 3 clusters Score -8823881 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 107617 members 
Entering Unmasked Estep 
Score: -8824372.000000 Penalty: 5768.111816
	Iteration 19Q: 3 clusters Score -8824372 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 107394 members 
Entering Unmasked Estep 
Score: -8824934.000000 Penalty: 5768.111816
	Iteration 20F: 3 clusters Score -8824934 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 107072 members 
Entering Unmasked Estep 
Score: -8825602.000000 Penalty: 5768.111816
	Iteration 21Q: 3 clusters Score -8825602 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 106606 members 
Entering Unmasked Estep 
Score: -8826394.000000 Penalty: 5768.111816
	Iteration 22Q: 3 clusters Score -8826394 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 105997 members 
Entering Unmasked Estep 
Score: -8827207.000000 Penalty: 5768.111816
	Iteration 23Q: 3 clusters Score -8827207 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 105250 members 
Entering Unmasked Estep 
Score: -8828041.000000 Penalty: 5768.111816
	Iteration 24Q: 3 clusters Score -8828041 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 104535 members 
Entering Unmasked Estep 
Score: -8828753.000000 Penalty: 5768.111816
	Iteration 25Q: 3 clusters Score -8828753 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 103882 members 
Entering Unmasked Estep 
Score: -8829259.000000 Penalty: 5768.111816
	Iteration 26Q: 3 clusters Score -8829259 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 103371 members 
Entering Unmasked Estep 
Score: -8829586.000000 Penalty: 5768.111816
	Iteration 27Q: 3 clusters Score -8829586 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 103022 members 
Entering Unmasked Estep 
Score: -8829740.000000 Penalty: 5768.111816
	Iteration 28Q: 3 clusters Score -8829740 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 102784 members 
Entering Unmasked Estep 
Score: -8829824.000000 Penalty: 5768.111816
	Iteration 29Q: 3 clusters Score -8829824 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 102642 members 
Entering Unmasked Estep 
Score: -8829918.000000 Penalty: 5768.111816
	Iteration 30Q: 3 clusters Score -8829918 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 102524 members 
Entering Unmasked Estep 
Score: -8829970.000000 Penalty: 5768.111816
	Iteration 31Q: 3 clusters Score -8829970 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 102441 members 
Entering Unmasked Estep 
Score: -8830007.000000 Penalty: 5768.111816
	Iteration 32Q: 3 clusters Score -8830007 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 102384 members 
Entering Unmasked Estep 
Score: -8830016.000000 Penalty: 5768.111816
	Iteration 33Q: 3 clusters Score -8830016 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 102342 members 
Entering Unmasked Estep 
Score: -8830023.000000 Penalty: 5768.111816
	Iteration 34Q: 3 clusters Score -8830023 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 102304 members 
Entering Unmasked Estep 
Score: -8830024.000000 Penalty: 5768.111816
	Iteration 35Q: 3 clusters Score -8830024 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 102284 members 
Entering Unmasked Estep 
Score: -8830022.000000 Penalty: 5768.111816
	Iteration 36Q: 3 clusters Score -8830022 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 102270 members 
Entering Unmasked Estep 
Score: -8830015.000000 Penalty: 5768.111816
	Iteration 37Q: 3 clusters Score -8830015 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 102259 members 
Entering Unmasked Estep 
Score: -8830018.000000 Penalty: 5768.111816
	Iteration 38Q: 3 clusters Score -8830018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 102256 members 
Entering Unmasked Estep 
Score: -8830015.000000 Penalty: 5768.111816
	Iteration 39Q: 3 clusters Score -8830015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 102252 members 
Entering Unmasked Estep 
Score: -8830303.000000 Penalty: 5768.111816
	Iteration 40F: 3 clusters Score -8830303 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 101863 members 
Entering Unmasked Estep 
Score: -8830532.000000 Penalty: 5768.111816
	Iteration 41Q: 3 clusters Score -8830532 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 101500 members 
Entering Unmasked Estep 
Score: -8830642.000000 Penalty: 5768.111816
	Iteration 42Q: 3 clusters Score -8830642 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 101197 members 
Entering Unmasked Estep 
Score: -8830744.000000 Penalty: 5768.111816
	Iteration 43Q: 3 clusters Score -8830744 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 100965 members 
Entering Unmasked Estep 
Score: -8830771.000000 Penalty: 5768.111816
	Iteration 44Q: 3 clusters Score -8830771 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 100766 members 
Entering Unmasked Estep 
Score: -8830797.000000 Penalty: 5768.111816
	Iteration 45Q: 3 clusters Score -8830797 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 100612 members 
Entering Unmasked Estep 
Score: -8830820.000000 Penalty: 5768.111816
	Iteration 46Q: 3 clusters Score -8830820 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 100474 members 
Entering Unmasked Estep 
Score: -8830862.000000 Penalty: 5768.111816
	Iteration 47Q: 3 clusters Score -8830862 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 100349 members 
Entering Unmasked Estep 
Score: -8830875.000000 Penalty: 5768.111816
	Iteration 48Q: 3 clusters Score -8830875 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 100238 members 
Entering Unmasked Estep 
Score: -8830872.000000 Penalty: 5768.111816
	Iteration 49Q: 3 clusters Score -8830872 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 100150 members 
Entering Unmasked Estep 
Score: -8830880.000000 Penalty: 5768.111816
	Iteration 50Q: 3 clusters Score -8830880 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 100087 members 
Entering Unmasked Estep 
Score: -8830887.000000 Penalty: 5768.111816
	Iteration 51Q: 3 clusters Score -8830887 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 100045 members 
Entering Unmasked Estep 
Score: -8830884.000000 Penalty: 5768.111816
	Iteration 52Q: 3 clusters Score -8830884 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 100021 members 
Entering Unmasked Estep 
Score: -8830893.000000 Penalty: 5768.111816
	Iteration 53Q: 3 clusters Score -8830893 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 100003 members 
Entering Unmasked Estep 
Score: -8830903.000000 Penalty: 5768.111816
	Iteration 54Q: 3 clusters Score -8830903 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 99987 members 
Entering Unmasked Estep 
Score: -8830893.000000 Penalty: 5768.111816
	Iteration 55Q: 3 clusters Score -8830893 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 99971 members 
Entering Unmasked Estep 
Score: -8830888.000000 Penalty: 5768.111816
	Iteration 56Q: 3 clusters Score -8830888 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 99953 members 
Entering Unmasked Estep 
Score: -8830885.000000 Penalty: 5768.111816
	Iteration 57Q: 3 clusters Score -8830885 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 99942 members 
Entering Unmasked Estep 
Score: -8830893.000000 Penalty: 5768.111816
	Iteration 58Q: 3 clusters Score -8830893 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 99935 members 
Entering Unmasked Estep 
Score: -8830888.000000 Penalty: 5768.111816
	Iteration 59Q: 3 clusters Score -8830888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 99930 members 
Entering Unmasked Estep 
Score: -8830892.000000 Penalty: 5768.111816
	Iteration 60F: 3 clusters Score -8830892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 99925 members 
Entering Unmasked Estep 
Score: -8830883.000000 Penalty: 5768.111816
	Iteration 61Q: 3 clusters Score -8830883 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 99918 members 
Entering Unmasked Estep 
Score: -8830888.000000 Penalty: 5768.111816
	Iteration 62Q: 3 clusters Score -8830888 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 99909 members 
Entering Unmasked Estep 
Score: -8830890.000000 Penalty: 5768.111816
	Iteration 63Q: 3 clusters Score -8830890 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 99899 members 
Entering Unmasked Estep 
Score: -8830893.000000 Penalty: 5768.111816
	Iteration 64Q: 3 clusters Score -8830893 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 99894 members 
Entering Unmasked Estep 
Score: -8830893.000000 Penalty: 5768.111816
	Iteration 65Q: 3 clusters Score -8830893 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 99890 members 
Entering Unmasked Estep 
Score: -8830896.000000 Penalty: 5768.111816
	Iteration 66Q: 3 clusters Score -8830896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 99889 members 
Entering Unmasked Estep 
Score: -8830897.000000 Penalty: 5768.111816
	Iteration 67Q: 3 clusters Score -8830897 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 99889 members 
Entering Unmasked Estep 
Score: -8830897.000000 Penalty: 5768.111816
	Iteration 68F: 3 clusters Score -8830897 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 8929 members 
Mstep: Class 3 contains 587563 members 
Mstep: Class 4 contains 14433 members 
Mstep: Class 5 contains 12448 members 
Mstep: Class 6 contains 193237 members 
Mstep: Class 7 contains 12792 members 
Mstep: Class 8 contains 2941 members 
Mstep: Class 9 contains 80312 members 
Mstep: Class 10 contains 18792 members 
Mstep: Class 11 contains 153267 members 
Mstep: Class 12 contains 33421 members 
Mstep: Class 13 contains 8114 members 
Mstep: Class 14 contains 10463 members 
Mstep: Class 15 contains 2333 members 
Mstep: Class 16 contains 40488 members 
Mstep: Class 17 contains 6977 members 
Mstep: Class 18 contains 13427 members 
Mstep: Class 19 contains 38462 members 
Mstep: Class 20 contains 3715 members 
Mstep: Class 21 contains 10445 members 
Mstep: Class 22 contains 10127 members 
Mstep: Class 23 contains 9072 members 
Mstep: Class 24 contains 11714 members 
Mstep: Class 25 contains 30303 members 
Mstep: Class 26 contains 25756 members 
Mstep: Class 27 contains 13407 members 
Mstep: Class 28 contains 99889 members 
Entering Unmasked Estep 
Score: -111938960.000000 Penalty: 98577.468750
Splitting cluster 5 changes total score from -111923448.000000 to -111938960.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 6 (193237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193237 members 
Entering Unmasked Estep 
Score: -15442666.000000 Penalty: 3018.574951
	Iteration 0F: 2 clusters Score -1.544267e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96992 members 
Mstep: Class 2 contains 96245 members 
Entering Unmasked Estep 
Score: -15313166.000000 Penalty: 6037.149902
	Iteration 0F: 3 clusters Score -1.531317e+07 nChanged 92752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101132 members 
Mstep: Class 2 contains 92105 members 
Entering Unmasked Estep 
Score: -15368423.000000 Penalty: 6037.149902
	Iteration 1F: 3 clusters Score -1.536842e+07 nChanged 7191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103589 members 
Mstep: Class 2 contains 89648 members 
Entering Unmasked Estep 
Score: -15371027.000000 Penalty: 6037.149902
	Iteration 2Q: 3 clusters Score -1.537103e+07 nChanged 8598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107253 members 
Mstep: Class 2 contains 85984 members 
Entering Unmasked Estep 
Score: -15375155.000000 Penalty: 6037.149902
	Iteration 3Q: 3 clusters Score -1.537516e+07 nChanged 10618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112479 members 
Mstep: Class 2 contains 80758 members 
Entering Unmasked Estep 
Score: -15381909.000000 Penalty: 6037.149902
	Iteration 4F: 3 clusters Score -1.538191e+07 nChanged 12939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119398 members 
Mstep: Class 2 contains 73839 members 
Entering Unmasked Estep 
Score: -15391709.000000 Penalty: 6037.149902
	Iteration 5F: 3 clusters Score -1.539171e+07 nChanged 14375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127241 members 
Mstep: Class 2 contains 65996 members 
Entering Unmasked Estep 
Score: -15404389.000000 Penalty: 6037.149902
	Iteration 6F: 3 clusters Score -1.540439e+07 nChanged 13870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134223 members 
Mstep: Class 2 contains 59014 members 
Entering Unmasked Estep 
Score: -15417184.000000 Penalty: 6037.149902
	Iteration 7F: 3 clusters Score -1.541718e+07 nChanged 11332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138779 members 
Mstep: Class 2 contains 54458 members 
Entering Unmasked Estep 
Score: -15426763.000000 Penalty: 6037.149902
	Iteration 8F: 3 clusters Score -1.542676e+07 nChanged 7807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141228 members 
Mstep: Class 2 contains 52009 members 
Entering Unmasked Estep 
Score: -15431211.000000 Penalty: 6037.149902
	Iteration 9Q: 3 clusters Score -1.543121e+07 nChanged 4924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142702 members 
Mstep: Class 2 contains 50535 members 
Entering Unmasked Estep 
Score: -15433156.000000 Penalty: 6037.149902
	Iteration 10Q: 3 clusters Score -1.543316e+07 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143537 members 
Mstep: Class 2 contains 49700 members 
Entering Unmasked Estep 
Score: -15433922.000000 Penalty: 6037.149902
	Iteration 11Q: 3 clusters Score -1.543392e+07 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144091 members 
Mstep: Class 2 contains 49146 members 
Entering Unmasked Estep 
Score: -15434306.000000 Penalty: 6037.149902
	Iteration 12Q: 3 clusters Score -1.543431e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144537 members 
Mstep: Class 2 contains 48700 members 
Entering Unmasked Estep 
Score: -15434502.000000 Penalty: 6037.149902
	Iteration 13Q: 3 clusters Score -1.54345e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144881 members 
Mstep: Class 2 contains 48356 members 
Entering Unmasked Estep 
Score: -15434615.000000 Penalty: 6037.149902
	Iteration 14Q: 3 clusters Score -1.543462e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145110 members 
Mstep: Class 2 contains 48127 members 
Entering Unmasked Estep 
Score: -15434751.000000 Penalty: 6037.149902
	Iteration 15Q: 3 clusters Score -1.543475e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145283 members 
Mstep: Class 2 contains 47954 members 
Entering Unmasked Estep 
Score: -15434859.000000 Penalty: 6037.149902
	Iteration 16Q: 3 clusters Score -1.543486e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145415 members 
Mstep: Class 2 contains 47822 members 
Entering Unmasked Estep 
Score: -15434861.000000 Penalty: 6037.149902
	Iteration 17Q: 3 clusters Score -1.543486e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145519 members 
Mstep: Class 2 contains 47718 members 
Entering Unmasked Estep 
Score: -15434886.000000 Penalty: 6037.149902
	Iteration 18Q: 3 clusters Score -1.543489e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145554 members 
Mstep: Class 2 contains 47683 members 
Entering Unmasked Estep 
Score: -15434975.000000 Penalty: 6037.149902
	Iteration 19Q: 3 clusters Score -1.543498e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145584 members 
Mstep: Class 2 contains 47653 members 
Entering Unmasked Estep 
Score: -15435067.000000 Penalty: 6037.149902
	Iteration 20F: 3 clusters Score -1.543507e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145589 members 
Mstep: Class 2 contains 47648 members 
Entering Unmasked Estep 
Score: -15435132.000000 Penalty: 6037.149902
	Iteration 21Q: 3 clusters Score -1.543513e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145567 members 
Mstep: Class 2 contains 47670 members 
Entering Unmasked Estep 
Score: -15435127.000000 Penalty: 6037.149902
	Iteration 22Q: 3 clusters Score -1.543513e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145499 members 
Mstep: Class 2 contains 47738 members 
Entering Unmasked Estep 
Score: -15435139.000000 Penalty: 6037.149902
	Iteration 23Q: 3 clusters Score -1.543514e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145381 members 
Mstep: Class 2 contains 47856 members 
Entering Unmasked Estep 
Score: -15435175.000000 Penalty: 6037.149902
	Iteration 24Q: 3 clusters Score -1.543518e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145248 members 
Mstep: Class 2 contains 47989 members 
Entering Unmasked Estep 
Score: -15435197.000000 Penalty: 6037.149902
	Iteration 25Q: 3 clusters Score -1.54352e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145080 members 
Mstep: Class 2 contains 48157 members 
Entering Unmasked Estep 
Score: -15435204.000000 Penalty: 6037.149902
	Iteration 26Q: 3 clusters Score -1.54352e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144890 members 
Mstep: Class 2 contains 48347 members 
Entering Unmasked Estep 
Score: -15435204.000000 Penalty: 6037.149902
	Iteration 27Q: 3 clusters Score -1.54352e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144677 members 
Mstep: Class 2 contains 48560 members 
Entering Unmasked Estep 
Score: -15435215.000000 Penalty: 6037.149902
	Iteration 28Q: 3 clusters Score -1.543522e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144451 members 
Mstep: Class 2 contains 48786 members 
Entering Unmasked Estep 
Score: -15435207.000000 Penalty: 6037.149902
	Iteration 29Q: 3 clusters Score -1.543521e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144227 members 
Mstep: Class 2 contains 49010 members 
Entering Unmasked Estep 
Score: -15435201.000000 Penalty: 6037.149902
	Iteration 30Q: 3 clusters Score -1.54352e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144002 members 
Mstep: Class 2 contains 49235 members 
Entering Unmasked Estep 
Score: -15435252.000000 Penalty: 6037.149902
	Iteration 31Q: 3 clusters Score -1.543525e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143782 members 
Mstep: Class 2 contains 49455 members 
Entering Unmasked Estep 
Score: -15435281.000000 Penalty: 6037.149902
	Iteration 32Q: 3 clusters Score -1.543528e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143576 members 
Mstep: Class 2 contains 49661 members 
Entering Unmasked Estep 
Score: -15435261.000000 Penalty: 6037.149902
	Iteration 33Q: 3 clusters Score -1.543526e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143342 members 
Mstep: Class 2 contains 49895 members 
Entering Unmasked Estep 
Score: -15435252.000000 Penalty: 6037.149902
	Iteration 34Q: 3 clusters Score -1.543525e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143066 members 
Mstep: Class 2 contains 50171 members 
Entering Unmasked Estep 
Score: -15435256.000000 Penalty: 6037.149902
	Iteration 35Q: 3 clusters Score -1.543526e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142766 members 
Mstep: Class 2 contains 50471 members 
Entering Unmasked Estep 
Score: -15435295.000000 Penalty: 6037.149902
	Iteration 36Q: 3 clusters Score -1.54353e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142427 members 
Mstep: Class 2 contains 50810 members 
Entering Unmasked Estep 
Score: -15435319.000000 Penalty: 6037.149902
	Iteration 37Q: 3 clusters Score -1.543532e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142067 members 
Mstep: Class 2 contains 51170 members 
Entering Unmasked Estep 
Score: -15435378.000000 Penalty: 6037.149902
	Iteration 38Q: 3 clusters Score -1.543538e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141692 members 
Mstep: Class 2 contains 51545 members 
Entering Unmasked Estep 
Score: -15435426.000000 Penalty: 6037.149902
	Iteration 39Q: 3 clusters Score -1.543543e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141266 members 
Mstep: Class 2 contains 51971 members 
Entering Unmasked Estep 
Score: -15435457.000000 Penalty: 6037.149902
	Iteration 40F: 3 clusters Score -1.543546e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140812 members 
Mstep: Class 2 contains 52425 members 
Entering Unmasked Estep 
Score: -15435481.000000 Penalty: 6037.149902
	Iteration 41Q: 3 clusters Score -1.543548e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140284 members 
Mstep: Class 2 contains 52953 members 
Entering Unmasked Estep 
Score: -15435485.000000 Penalty: 6037.149902
	Iteration 42Q: 3 clusters Score -1.543548e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139636 members 
Mstep: Class 2 contains 53601 members 
Entering Unmasked Estep 
Score: -15435608.000000 Penalty: 6037.149902
	Iteration 43Q: 3 clusters Score -1.543561e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138931 members 
Mstep: Class 2 contains 54306 members 
Entering Unmasked Estep 
Score: -15435725.000000 Penalty: 6037.149902
	Iteration 44Q: 3 clusters Score -1.543572e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138099 members 
Mstep: Class 2 contains 55138 members 
Entering Unmasked Estep 
Score: -15435831.000000 Penalty: 6037.149902
	Iteration 45Q: 3 clusters Score -1.543583e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137144 members 
Mstep: Class 2 contains 56093 members 
Entering Unmasked Estep 
Score: -15436098.000000 Penalty: 6037.149902
	Iteration 46Q: 3 clusters Score -1.54361e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136049 members 
Mstep: Class 2 contains 57188 members 
Entering Unmasked Estep 
Score: -15436242.000000 Penalty: 6037.149902
	Iteration 47Q: 3 clusters Score -1.543624e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134810 members 
Mstep: Class 2 contains 58427 members 
Entering Unmasked Estep 
Score: -15436495.000000 Penalty: 6037.149902
	Iteration 48Q: 3 clusters Score -1.54365e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133367 members 
Mstep: Class 2 contains 59870 members 
Entering Unmasked Estep 
Score: -15436892.000000 Penalty: 6037.149902
	Iteration 49Q: 3 clusters Score -1.543689e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131702 members 
Mstep: Class 2 contains 61535 members 
Entering Unmasked Estep 
Score: -15437452.000000 Penalty: 6037.149902
	Iteration 50Q: 3 clusters Score -1.543745e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129809 members 
Mstep: Class 2 contains 63428 members 
Entering Unmasked Estep 
Score: -15438056.000000 Penalty: 6037.149902
	Iteration 51Q: 3 clusters Score -1.543806e+07 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127667 members 
Mstep: Class 2 contains 65570 members 
Entering Unmasked Estep 
Score: -15438752.000000 Penalty: 6037.149902
	Iteration 52Q: 3 clusters Score -1.543875e+07 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125291 members 
Mstep: Class 2 contains 67946 members 
Entering Unmasked Estep 
Score: -15439668.000000 Penalty: 6037.149902
	Iteration 53Q: 3 clusters Score -1.543967e+07 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122821 members 
Mstep: Class 2 contains 70416 members 
Entering Unmasked Estep 
Score: -15440811.000000 Penalty: 6037.149902
	Iteration 54Q: 3 clusters Score -1.544081e+07 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120223 members 
Mstep: Class 2 contains 73014 members 
Entering Unmasked Estep 
Score: -15441907.000000 Penalty: 6037.149902
	Iteration 55Q: 3 clusters Score -1.544191e+07 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117598 members 
Mstep: Class 2 contains 75639 members 
Entering Unmasked Estep 
Score: -15442881.000000 Penalty: 6037.149902
	Iteration 56Q: 3 clusters Score -1.544288e+07 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115048 members 
Mstep: Class 2 contains 78189 members 
Entering Unmasked Estep 
Score: -15443796.000000 Penalty: 6037.149902
	Iteration 57Q: 3 clusters Score -1.54438e+07 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112697 members 
Mstep: Class 2 contains 80540 members 
Entering Unmasked Estep 
Score: -15444558.000000 Penalty: 6037.149902
	Iteration 58Q: 3 clusters Score -1.544456e+07 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110592 members 
Mstep: Class 2 contains 82645 members 
Entering Unmasked Estep 
Score: -15445102.000000 Penalty: 6037.149902
	Iteration 59Q: 3 clusters Score -1.54451e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108789 members 
Mstep: Class 2 contains 84448 members 
Entering Unmasked Estep 
Score: -15445990.000000 Penalty: 6037.149902
	Iteration 60F: 3 clusters Score -1.544599e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106740 members 
Mstep: Class 2 contains 86497 members 
Entering Unmasked Estep 
Score: -15446735.000000 Penalty: 6037.149902
	Iteration 61Q: 3 clusters Score -1.544674e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104827 members 
Mstep: Class 2 contains 88410 members 
Entering Unmasked Estep 
Score: -15447324.000000 Penalty: 6037.149902
	Iteration 62Q: 3 clusters Score -1.544732e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103130 members 
Mstep: Class 2 contains 90107 members 
Entering Unmasked Estep 
Score: -15447688.000000 Penalty: 6037.149902
	Iteration 63Q: 3 clusters Score -1.544769e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101598 members 
Mstep: Class 2 contains 91639 members 
Entering Unmasked Estep 
Score: -15447929.000000 Penalty: 6037.149902
	Iteration 64Q: 3 clusters Score -1.544793e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100296 members 
Mstep: Class 2 contains 92941 members 
Entering Unmasked Estep 
Score: -15448182.000000 Penalty: 6037.149902
	Iteration 65Q: 3 clusters Score -1.544818e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99168 members 
Mstep: Class 2 contains 94069 members 
Entering Unmasked Estep 
Score: -15448348.000000 Penalty: 6037.149902
	Iteration 66Q: 3 clusters Score -1.544835e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98144 members 
Mstep: Class 2 contains 95093 members 
Entering Unmasked Estep 
Score: -15448500.000000 Penalty: 6037.149902
	Iteration 67Q: 3 clusters Score -1.54485e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97215 members 
Mstep: Class 2 contains 96022 members 
Entering Unmasked Estep 
Score: -15448617.000000 Penalty: 6037.149902
	Iteration 68Q: 3 clusters Score -1.544862e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96397 members 
Mstep: Class 2 contains 96840 members 
Entering Unmasked Estep 
Score: -15448734.000000 Penalty: 6037.149902
	Iteration 69Q: 3 clusters Score -1.544873e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95694 members 
Mstep: Class 2 contains 97543 members 
Entering Unmasked Estep 
Score: -15448772.000000 Penalty: 6037.149902
	Iteration 70Q: 3 clusters Score -1.544877e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95072 members 
Mstep: Class 2 contains 98165 members 
Entering Unmasked Estep 
Score: -15448806.000000 Penalty: 6037.149902
	Iteration 71Q: 3 clusters Score -1.544881e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94557 members 
Mstep: Class 2 contains 98680 members 
Entering Unmasked Estep 
Score: -15448885.000000 Penalty: 6037.149902
	Iteration 72Q: 3 clusters Score -1.544888e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94088 members 
Mstep: Class 2 contains 99149 members 
Entering Unmasked Estep 
Score: -15448883.000000 Penalty: 6037.149902
	Iteration 73Q: 3 clusters Score -1.544888e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93707 members 
Mstep: Class 2 contains 99530 members 
Entering Unmasked Estep 
Score: -15448959.000000 Penalty: 6037.149902
	Iteration 74Q: 3 clusters Score -1.544896e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93362 members 
Mstep: Class 2 contains 99875 members 
Entering Unmasked Estep 
Score: -15448961.000000 Penalty: 6037.149902
	Iteration 75Q: 3 clusters Score -1.544896e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93028 members 
Mstep: Class 2 contains 100209 members 
Entering Unmasked Estep 
Score: -15448910.000000 Penalty: 6037.149902
	Iteration 76Q: 3 clusters Score -1.544891e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92748 members 
Mstep: Class 2 contains 100489 members 
Entering Unmasked Estep 
Score: -15448932.000000 Penalty: 6037.149902
	Iteration 77Q: 3 clusters Score -1.544893e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92506 members 
Mstep: Class 2 contains 100731 members 
Entering Unmasked Estep 
Score: -15448968.000000 Penalty: 6037.149902
	Iteration 78Q: 3 clusters Score -1.544897e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92316 members 
Mstep: Class 2 contains 100921 members 
Entering Unmasked Estep 
Score: -15448991.000000 Penalty: 6037.149902
	Iteration 79Q: 3 clusters Score -1.544899e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92143 members 
Mstep: Class 2 contains 101094 members 
Entering Unmasked Estep 
Score: -15449006.000000 Penalty: 6037.149902
	Iteration 80F: 3 clusters Score -1.544901e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91971 members 
Mstep: Class 2 contains 101266 members 
Entering Unmasked Estep 
Score: -15449037.000000 Penalty: 6037.149902
	Iteration 81Q: 3 clusters Score -1.544904e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91807 members 
Mstep: Class 2 contains 101430 members 
Entering Unmasked Estep 
Score: -15449023.000000 Penalty: 6037.149902
	Iteration 82Q: 3 clusters Score -1.544902e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91667 members 
Mstep: Class 2 contains 101570 members 
Entering Unmasked Estep 
Score: -15449016.000000 Penalty: 6037.149902
	Iteration 83Q: 3 clusters Score -1.544902e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91512 members 
Mstep: Class 2 contains 101725 members 
Entering Unmasked Estep 
Score: -15449020.000000 Penalty: 6037.149902
	Iteration 84Q: 3 clusters Score -1.544902e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91355 members 
Mstep: Class 2 contains 101882 members 
Entering Unmasked Estep 
Score: -15448960.000000 Penalty: 6037.149902
	Iteration 85Q: 3 clusters Score -1.544896e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91236 members 
Mstep: Class 2 contains 102001 members 
Entering Unmasked Estep 
Score: -15449004.000000 Penalty: 6037.149902
	Iteration 86Q: 3 clusters Score -1.5449e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91122 members 
Mstep: Class 2 contains 102115 members 
Entering Unmasked Estep 
Score: -15448994.000000 Penalty: 6037.149902
	Iteration 87Q: 3 clusters Score -1.544899e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91044 members 
Mstep: Class 2 contains 102193 members 
Entering Unmasked Estep 
Score: -15449007.000000 Penalty: 6037.149902
	Iteration 88Q: 3 clusters Score -1.544901e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90967 members 
Mstep: Class 2 contains 102270 members 
Entering Unmasked Estep 
Score: -15449035.000000 Penalty: 6037.149902
	Iteration 89Q: 3 clusters Score -1.544904e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90898 members 
Mstep: Class 2 contains 102339 members 
Entering Unmasked Estep 
Score: -15449021.000000 Penalty: 6037.149902
	Iteration 90Q: 3 clusters Score -1.544902e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90838 members 
Mstep: Class 2 contains 102399 members 
Entering Unmasked Estep 
Score: -15448991.000000 Penalty: 6037.149902
	Iteration 91Q: 3 clusters Score -1.544899e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90793 members 
Mstep: Class 2 contains 102444 members 
Entering Unmasked Estep 
Score: -15449000.000000 Penalty: 6037.149902
	Iteration 92Q: 3 clusters Score -1.5449e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90746 members 
Mstep: Class 2 contains 102491 members 
Entering Unmasked Estep 
Score: -15448999.000000 Penalty: 6037.149902
	Iteration 93Q: 3 clusters Score -1.5449e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90705 members 
Mstep: Class 2 contains 102532 members 
Entering Unmasked Estep 
Score: -15448993.000000 Penalty: 6037.149902
	Iteration 94Q: 3 clusters Score -1.544899e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90671 members 
Mstep: Class 2 contains 102566 members 
Entering Unmasked Estep 
Score: -15449007.000000 Penalty: 6037.149902
	Iteration 95Q: 3 clusters Score -1.544901e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90629 members 
Mstep: Class 2 contains 102608 members 
Entering Unmasked Estep 
Score: -15449002.000000 Penalty: 6037.149902
	Iteration 96Q: 3 clusters Score -1.5449e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90603 members 
Mstep: Class 2 contains 102634 members 
Entering Unmasked Estep 
Score: -15449006.000000 Penalty: 6037.149902
	Iteration 97Q: 3 clusters Score -1.544901e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90574 members 
Mstep: Class 2 contains 102663 members 
Entering Unmasked Estep 
Score: -15448994.000000 Penalty: 6037.149902
	Iteration 98Q: 3 clusters Score -1.544899e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90546 members 
Mstep: Class 2 contains 102691 members 
Entering Unmasked Estep 
Score: -15449016.000000 Penalty: 6037.149902
	Iteration 99Q: 3 clusters Score -1.544902e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90517 members 
Mstep: Class 2 contains 102720 members 
Entering Unmasked Estep 
Score: -15449035.000000 Penalty: 6037.149902
	Iteration 100F: 3 clusters Score -1.544904e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90485 members 
Mstep: Class 2 contains 102752 members 
Entering Unmasked Estep 
Score: -15449036.000000 Penalty: 6037.149902
	Iteration 101Q: 3 clusters Score -1.544904e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90464 members 
Mstep: Class 2 contains 102773 members 
Entering Unmasked Estep 
Score: -15449028.000000 Penalty: 6037.149902
	Iteration 102Q: 3 clusters Score -1.544903e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90452 members 
Mstep: Class 2 contains 102785 members 
Entering Unmasked Estep 
Score: -15449025.000000 Penalty: 6037.149902
	Iteration 103Q: 3 clusters Score -1.544902e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90440 members 
Mstep: Class 2 contains 102797 members 
Entering Unmasked Estep 
Score: -15449020.000000 Penalty: 6037.149902
	Iteration 104Q: 3 clusters Score -1.544902e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90433 members 
Mstep: Class 2 contains 102804 members 
Entering Unmasked Estep 
Score: -15449026.000000 Penalty: 6037.149902
	Iteration 105Q: 3 clusters Score -1.544903e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90429 members 
Mstep: Class 2 contains 102808 members 
Entering Unmasked Estep 
Score: -15449028.000000 Penalty: 6037.149902
	Iteration 106Q: 3 clusters Score -1.544903e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90421 members 
Mstep: Class 2 contains 102816 members 
Entering Unmasked Estep 
Score: -15449011.000000 Penalty: 6037.149902
	Iteration 107Q: 3 clusters Score -1.544901e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90416 members 
Mstep: Class 2 contains 102821 members 
Entering Unmasked Estep 
Score: -15449020.000000 Penalty: 6037.149902
	Iteration 108Q: 3 clusters Score -1.544902e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90411 members 
Mstep: Class 2 contains 102826 members 
Entering Unmasked Estep 
Score: -15449022.000000 Penalty: 6037.149902
	Iteration 109Q: 3 clusters Score -1.544902e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90403 members 
Mstep: Class 2 contains 102834 members 
Entering Unmasked Estep 
Score: -15449028.000000 Penalty: 6037.149902
	Iteration 110Q: 3 clusters Score -1.544903e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90395 members 
Mstep: Class 2 contains 102842 members 
Entering Unmasked Estep 
Score: -15449030.000000 Penalty: 6037.149902
	Iteration 111Q: 3 clusters Score -1.544903e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90393 members 
Mstep: Class 2 contains 102844 members 
Entering Unmasked Estep 
Score: -15449026.000000 Penalty: 6037.149902
	Iteration 112Q: 3 clusters Score -1.544903e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90393 members 
Mstep: Class 2 contains 102844 members 
Entering Unmasked Estep 
Score: -15449026.000000 Penalty: 6037.149902
	Iteration 113F: 3 clusters Score -1.544903e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 8929 members 
Mstep: Class 3 contains 587563 members 
Mstep: Class 4 contains 14433 members 
Mstep: Class 5 contains 12448 members 
Mstep: Class 6 contains 90393 members 
Mstep: Class 7 contains 12792 members 
Mstep: Class 8 contains 2941 members 
Mstep: Class 9 contains 80312 members 
Mstep: Class 10 contains 18792 members 
Mstep: Class 11 contains 153267 members 
Mstep: Class 12 contains 33421 members 
Mstep: Class 13 contains 8114 members 
Mstep: Class 14 contains 10463 members 
Mstep: Class 15 contains 2333 members 
Mstep: Class 16 contains 40488 members 
Mstep: Class 17 contains 6977 members 
Mstep: Class 18 contains 13427 members 
Mstep: Class 19 contains 38462 members 
Mstep: Class 20 contains 3715 members 
Mstep: Class 21 contains 10445 members 
Mstep: Class 22 contains 10127 members 
Mstep: Class 23 contains 9072 members 
Mstep: Class 24 contains 11714 members 
Mstep: Class 25 contains 30303 members 
Mstep: Class 26 contains 25756 members 
Mstep: Class 27 contains 13407 members 
Mstep: Class 28 contains 99889 members 
Mstep: Class 29 contains 102844 members 
Entering Unmasked Estep 
Score: -111945368.000000 Penalty: 102098.093750
Splitting cluster 6 changes total score from -111923448.000000 to -111945368.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 7 (12792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Entering Unmasked Estep 
Score: -1041425.375000 Penalty: 2345.230713
	Iteration 0F: 2 clusters Score -1041425 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1031973.687500 Penalty: 4690.461426
	Iteration 0F: 3 clusters Score -1031974 nChanged 5429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1034968.437500 Penalty: 4690.461426
	Iteration 1F: 3 clusters Score -1034968 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1035442.875000 Penalty: 4690.461426
	Iteration 2F: 3 clusters Score -1035443 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1035935.937500 Penalty: 4690.461426
	Iteration 3F: 3 clusters Score -1035936 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1036521.687500 Penalty: 4690.461426
	Iteration 4F: 3 clusters Score -1036522 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1037167.062500 Penalty: 4690.461426
	Iteration 5F: 3 clusters Score -1037167 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1037788.875000 Penalty: 4690.461426
	Iteration 6F: 3 clusters Score -1037789 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -1038383.625000 Penalty: 4690.461426
	Iteration 7F: 3 clusters Score -1038384 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -1038804.687500 Penalty: 4690.461426
	Iteration 8Q: 3 clusters Score -1038805 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1039061.125000 Penalty: 4690.461426
	Iteration 9Q: 3 clusters Score -1039061 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -1039245.437500 Penalty: 4690.461426
	Iteration 10Q: 3 clusters Score -1039245 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -1039365.625000 Penalty: 4690.461426
	Iteration 11Q: 3 clusters Score -1039366 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -1039431.000000 Penalty: 4690.461426
	Iteration 12Q: 3 clusters Score -1039431 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -1039482.625000 Penalty: 4690.461426
	Iteration 13Q: 3 clusters Score -1039483 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -1039519.187500 Penalty: 4690.461426
	Iteration 14Q: 3 clusters Score -1039519 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -1039545.812500 Penalty: 4690.461426
	Iteration 15Q: 3 clusters Score -1039546 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -1039563.625000 Penalty: 4690.461426
	Iteration 16Q: 3 clusters Score -1039564 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -1039580.750000 Penalty: 4690.461426
	Iteration 17Q: 3 clusters Score -1039581 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -1039593.125000 Penalty: 4690.461426
	Iteration 18Q: 3 clusters Score -1039593 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -1039597.937500 Penalty: 4690.461426
	Iteration 19Q: 3 clusters Score -1039598 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -1039604.125000 Penalty: 4690.461426
	Iteration 20F: 3 clusters Score -1039604 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -1039608.812500 Penalty: 4690.461426
	Iteration 21Q: 3 clusters Score -1039609 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -1039611.687500 Penalty: 4690.461426
	Iteration 22Q: 3 clusters Score -1039612 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -1039615.375000 Penalty: 4690.461426
	Iteration 23Q: 3 clusters Score -1039615 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -1039623.625000 Penalty: 4690.461426
	Iteration 24Q: 3 clusters Score -1039624 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -1039626.375000 Penalty: 4690.461426
	Iteration 25Q: 3 clusters Score -1039626 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -1039630.000000 Penalty: 4690.461426
	Iteration 26Q: 3 clusters Score -1039630 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -1039633.625000 Penalty: 4690.461426
	Iteration 27Q: 3 clusters Score -1039634 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -1039641.000000 Penalty: 4690.461426
	Iteration 28Q: 3 clusters Score -1039641 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -1039644.937500 Penalty: 4690.461426
	Iteration 29Q: 3 clusters Score -1039645 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -1039651.312500 Penalty: 4690.461426
	Iteration 30Q: 3 clusters Score -1039651 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -1039651.375000 Penalty: 4690.461426
	Iteration 31Q: 3 clusters Score -1039651 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -1039660.687500 Penalty: 4690.461426
	Iteration 32Q: 3 clusters Score -1039661 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -1039665.125000 Penalty: 4690.461426
	Iteration 33Q: 3 clusters Score -1039665 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -1039669.687500 Penalty: 4690.461426
	Iteration 34Q: 3 clusters Score -1039670 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -1039671.312500 Penalty: 4690.461426
	Iteration 35Q: 3 clusters Score -1039671 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -1039675.375000 Penalty: 4690.461426
	Iteration 36Q: 3 clusters Score -1039675 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -1039674.625000 Penalty: 4690.461426
	Iteration 37Q: 3 clusters Score -1039675 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -1039672.875000 Penalty: 4690.461426
	Iteration 38Q: 3 clusters Score -1039673 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -1039676.250000 Penalty: 4690.461426
	Iteration 39Q: 3 clusters Score -1039676 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -1039677.750000 Penalty: 4690.461426
	Iteration 40F: 3 clusters Score -1039678 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -1039683.562500 Penalty: 4690.461426
	Iteration 41Q: 3 clusters Score -1039684 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -1039687.250000 Penalty: 4690.461426
	Iteration 42Q: 3 clusters Score -1039687 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -1039687.562500 Penalty: 4690.461426
	Iteration 43Q: 3 clusters Score -1039688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -1039689.750000 Penalty: 4690.461426
	Iteration 44Q: 3 clusters Score -1039690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -1039689.750000 Penalty: 4690.461426
	Iteration 45Q: 3 clusters Score -1039690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -1039690.750000 Penalty: 4690.461426
	Iteration 46Q: 3 clusters Score -1039691 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -1039691.062500 Penalty: 4690.461426
	Iteration 47Q: 3 clusters Score -1039691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -1039692.875000 Penalty: 4690.461426
	Iteration 48Q: 3 clusters Score -1039693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -1039694.250000 Penalty: 4690.461426
	Iteration 49Q: 3 clusters Score -1039694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -1039694.187500 Penalty: 4690.461426
	Iteration 50Q: 3 clusters Score -1039694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -1039693.000000 Penalty: 4690.461426
	Iteration 51Q: 3 clusters Score -1039693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -1039693.750000 Penalty: 4690.461426
	Iteration 52Q: 3 clusters Score -1039694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -1039694.812500 Penalty: 4690.461426
	Iteration 53Q: 3 clusters Score -1039695 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -1039694.812500 Penalty: 4690.461426
	Iteration 54F: 3 clusters Score -1039695 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Entering Unmasked Estep 
Score: -177553.828125 Penalty: 1980.653198
	Iteration 0F: 2 clusters Score -177553.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -174417.984375 Penalty: 3961.306396
	Iteration 0F: 3 clusters Score -174418 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -175365.640625 Penalty: 3961.306396
	Iteration 1F: 3 clusters Score -175365.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -175811.343750 Penalty: 3961.306396
	Iteration 2F: 3 clusters Score -175811.3 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -176198.171875 Penalty: 3961.306396
	Iteration 3F: 3 clusters Score -176198.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -176495.625000 Penalty: 3961.306396
	Iteration 4F: 3 clusters Score -176495.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -176703.968750 Penalty: 3961.306396
	Iteration 5F: 3 clusters Score -176704 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -176824.234375 Penalty: 3961.306396
	Iteration 6Q: 3 clusters Score -176824.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -176902.468750 Penalty: 3961.306396
	Iteration 7Q: 3 clusters Score -176902.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -176983.031250 Penalty: 3961.306396
	Iteration 8Q: 3 clusters Score -176983 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -177058.531250 Penalty: 3961.306396
	Iteration 9Q: 3 clusters Score -177058.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -177122.218750 Penalty: 3961.306396
	Iteration 10Q: 3 clusters Score -177122.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -177183.312500 Penalty: 3961.306396
	Iteration 11Q: 3 clusters Score -177183.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -177231.343750 Penalty: 3961.306396
	Iteration 12Q: 3 clusters Score -177231.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -177298.937500 Penalty: 3961.306396
	Iteration 13Q: 3 clusters Score -177298.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -177341.250000 Penalty: 3961.306396
	Iteration 14Q: 3 clusters Score -177341.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -177372.781250 Penalty: 3961.306396
	Iteration 15Q: 3 clusters Score -177372.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -177413.421875 Penalty: 3961.306396
	Iteration 16Q: 3 clusters Score -177413.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -177479.265625 Penalty: 3961.306396
	Iteration 17Q: 3 clusters Score -177479.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -177537.390625 Penalty: 3961.306396
	Iteration 18Q: 3 clusters Score -177537.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -177593.781250 Penalty: 3961.306396
	Iteration 19Q: 3 clusters Score -177593.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -177648.437500 Penalty: 3961.306396
	Iteration 20F: 3 clusters Score -177648.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -177694.921875 Penalty: 3961.306396
	Iteration 21Q: 3 clusters Score -177694.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -177744.796875 Penalty: 3961.306396
	Iteration 22Q: 3 clusters Score -177744.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -177783.671875 Penalty: 3961.306396
	Iteration 23Q: 3 clusters Score -177783.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -177816.406250 Penalty: 3961.306396
	Iteration 24Q: 3 clusters Score -177816.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -177839.546875 Penalty: 3961.306396
	Iteration 25Q: 3 clusters Score -177839.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -177857.515625 Penalty: 3961.306396
	Iteration 26Q: 3 clusters Score -177857.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -177883.734375 Penalty: 3961.306396
	Iteration 27Q: 3 clusters Score -177883.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -177900.140625 Penalty: 3961.306396
	Iteration 28Q: 3 clusters Score -177900.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -177923.171875 Penalty: 3961.306396
	Iteration 29Q: 3 clusters Score -177923.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -177948.562500 Penalty: 3961.306396
	Iteration 30Q: 3 clusters Score -177948.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -177969.421875 Penalty: 3961.306396
	Iteration 31Q: 3 clusters Score -177969.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -177985.078125 Penalty: 3961.306396
	Iteration 32Q: 3 clusters Score -177985.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -177989.078125 Penalty: 3961.306396
	Iteration 33Q: 3 clusters Score -177989.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -177994.890625 Penalty: 3961.306396
	Iteration 34Q: 3 clusters Score -177994.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -177997.750000 Penalty: 3961.306396
	Iteration 35Q: 3 clusters Score -177997.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -177997.750000 Penalty: 3961.306396
	Iteration 36F: 3 clusters Score -177997.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 8929 members 
Mstep: Class 3 contains 587563 members 
Mstep: Class 4 contains 14433 members 
Mstep: Class 5 contains 12448 members 
Mstep: Class 6 contains 90393 members 
Mstep: Class 7 contains 12792 members 
Mstep: Class 8 contains 1344 members 
Mstep: Class 9 contains 80312 members 
Mstep: Class 10 contains 18792 members 
Mstep: Class 11 contains 153267 members 
Mstep: Class 12 contains 33421 members 
Mstep: Class 13 contains 8114 members 
Mstep: Class 14 contains 10463 members 
Mstep: Class 15 contains 2333 members 
Mstep: Class 16 contains 40488 members 
Mstep: Class 17 contains 6977 members 
Mstep: Class 18 contains 13427 members 
Mstep: Class 19 contains 38462 members 
Mstep: Class 20 contains 3715 members 
Mstep: Class 21 contains 10445 members 
Mstep: Class 22 contains 10127 members 
Mstep: Class 23 contains 9072 members 
Mstep: Class 24 contains 11714 members 
Mstep: Class 25 contains 30303 members 
Mstep: Class 26 contains 25756 members 
Mstep: Class 27 contains 13407 members 
Mstep: Class 28 contains 99889 members 
Mstep: Class 29 contains 102844 members 
Mstep: Class 30 contains 1597 members 
Entering Unmasked Estep 
Score: -111944512.000000 Penalty: 105618.718750
Splitting cluster 8 changes total score from -111923448.000000 to -111944512.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 9 (80312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80312 members 
Entering Unmasked Estep 
Score: -6321409.000000 Penalty: 2800.831299
	Iteration 0F: 2 clusters Score -6321409 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39970 members 
Mstep: Class 2 contains 40342 members 
Entering Unmasked Estep 
Score: -6267683.500000 Penalty: 5601.662598
	Iteration 0F: 3 clusters Score -6267684 nChanged 37762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38396 members 
Mstep: Class 2 contains 41916 members 
Entering Unmasked Estep 
Score: -6288945.000000 Penalty: 5601.662598
	Iteration 1F: 3 clusters Score -6288945 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37525 members 
Mstep: Class 2 contains 42787 members 
Entering Unmasked Estep 
Score: -6289645.000000 Penalty: 5601.662598
	Iteration 2Q: 3 clusters Score -6289645 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36190 members 
Mstep: Class 2 contains 44122 members 
Entering Unmasked Estep 
Score: -6290488.000000 Penalty: 5601.662598
	Iteration 3Q: 3 clusters Score -6290488 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34194 members 
Mstep: Class 2 contains 46118 members 
Entering Unmasked Estep 
Score: -6291621.000000 Penalty: 5601.662598
	Iteration 4Q: 3 clusters Score -6291621 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31379 members 
Mstep: Class 2 contains 48933 members 
Entering Unmasked Estep 
Score: -6293167.500000 Penalty: 5601.662598
	Iteration 5Q: 3 clusters Score -6293168 nChanged 4346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27489 members 
Mstep: Class 2 contains 52823 members 
Entering Unmasked Estep 
Score: -6295688.000000 Penalty: 5601.662598
	Iteration 6F: 3 clusters Score -6295688 nChanged 5184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22545 members 
Mstep: Class 2 contains 57767 members 
Entering Unmasked Estep 
Score: -6299209.000000 Penalty: 5601.662598
	Iteration 7F: 3 clusters Score -6299209 nChanged 5882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16775 members 
Mstep: Class 2 contains 63537 members 
Entering Unmasked Estep 
Score: -6303906.500000 Penalty: 5601.662598
	Iteration 8F: 3 clusters Score -6303906 nChanged 5911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 69400 members 
Entering Unmasked Estep 
Score: -6309081.500000 Penalty: 5601.662598
	Iteration 9F: 3 clusters Score -6309082 nChanged 4706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 74096 members 
Entering Unmasked Estep 
Score: -6313511.500000 Penalty: 5601.662598
	Iteration 10F: 3 clusters Score -6313512 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 77178 members 
Entering Unmasked Estep 
Score: -6316302.000000 Penalty: 5601.662598
	Iteration 11Q: 3 clusters Score -6316302 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 78688 members 
Entering Unmasked Estep 
Score: -6317659.500000 Penalty: 5601.662598
	Iteration 12Q: 3 clusters Score -6317660 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 79349 members 
Entering Unmasked Estep 
Score: -6318268.000000 Penalty: 5601.662598
	Iteration 13Q: 3 clusters Score -6318268 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 79645 members 
Entering Unmasked Estep 
Score: -6318593.500000 Penalty: 5601.662598
	Iteration 14Q: 3 clusters Score -6318594 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 79757 members 
Entering Unmasked Estep 
Score: -6318729.000000 Penalty: 5601.662598
	Iteration 15Q: 3 clusters Score -6318729 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 79816 members 
Entering Unmasked Estep 
Score: -6318816.000000 Penalty: 5601.662598
	Iteration 16Q: 3 clusters Score -6318816 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 79849 members 
Entering Unmasked Estep 
Score: -6318846.500000 Penalty: 5601.662598
	Iteration 17Q: 3 clusters Score -6318846 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 79870 members 
Entering Unmasked Estep 
Score: -6318868.000000 Penalty: 5601.662598
	Iteration 18Q: 3 clusters Score -6318868 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 79882 members 
Entering Unmasked Estep 
Score: -6318892.000000 Penalty: 5601.662598
	Iteration 19Q: 3 clusters Score -6318892 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 79892 members 
Entering Unmasked Estep 
Score: -6318904.500000 Penalty: 5601.662598
	Iteration 20F: 3 clusters Score -6318904 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 79902 members 
Entering Unmasked Estep 
Score: -6318909.000000 Penalty: 5601.662598
	Iteration 21Q: 3 clusters Score -6318909 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 79905 members 
Entering Unmasked Estep 
Score: -6318917.500000 Penalty: 5601.662598
	Iteration 22Q: 3 clusters Score -6318918 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 79913 members 
Entering Unmasked Estep 
Score: -6318944.000000 Penalty: 5601.662598
	Iteration 23Q: 3 clusters Score -6318944 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 79916 members 
Entering Unmasked Estep 
Score: -6318948.000000 Penalty: 5601.662598
	Iteration 24Q: 3 clusters Score -6318948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 79921 members 
Entering Unmasked Estep 
Score: -6318951.000000 Penalty: 5601.662598
	Iteration 25Q: 3 clusters Score -6318951 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 79926 members 
Entering Unmasked Estep 
Score: -6318956.500000 Penalty: 5601.662598
	Iteration 26Q: 3 clusters Score -6318956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 79930 members 
Entering Unmasked Estep 
Score: -6318969.000000 Penalty: 5601.662598
	Iteration 27Q: 3 clusters Score -6318969 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 79933 members 
Entering Unmasked Estep 
Score: -6318975.000000 Penalty: 5601.662598
	Iteration 28Q: 3 clusters Score -6318975 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 79934 members 
Entering Unmasked Estep 
Score: -6318982.000000 Penalty: 5601.662598
	Iteration 29Q: 3 clusters Score -6318982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 79936 members 
Entering Unmasked Estep 
Score: -6318985.000000 Penalty: 5601.662598
	Iteration 30Q: 3 clusters Score -6318985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 79938 members 
Entering Unmasked Estep 
Score: -6318984.000000 Penalty: 5601.662598
	Iteration 31Q: 3 clusters Score -6318984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 79936 members 
Entering Unmasked Estep 
Score: -6318983.000000 Penalty: 5601.662598
	Iteration 32Q: 3 clusters Score -6318983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 79935 members 
Entering Unmasked Estep 
Score: -6318986.000000 Penalty: 5601.662598
	Iteration 33Q: 3 clusters Score -6318986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 79937 members 
Entering Unmasked Estep 
Score: -6318990.000000 Penalty: 5601.662598
	Iteration 34Q: 3 clusters Score -6318990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 79937 members 
Entering Unmasked Estep 
Score: -6318990.000000 Penalty: 5601.662598
	Iteration 35F: 3 clusters Score -6318990 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (18792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18792 members 
Entering Unmasked Estep 
Score: -1491374.375000 Penalty: 2440.614258
	Iteration 0F: 2 clusters Score -1491374 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -1478098.375000 Penalty: 4881.228516
	Iteration 0F: 3 clusters Score -1478098 nChanged 8220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -1482552.125000 Penalty: 4881.228516
	Iteration 1F: 3 clusters Score -1482552 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -1483034.625000 Penalty: 4881.228516
	Iteration 2F: 3 clusters Score -1483035 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -1483479.000000 Penalty: 4881.228516
	Iteration 3F: 3 clusters Score -1483479 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -1483925.000000 Penalty: 4881.228516
	Iteration 4Q: 3 clusters Score -1483925 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1484453.750000 Penalty: 4881.228516
	Iteration 5F: 3 clusters Score -1484454 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1485089.875000 Penalty: 4881.228516
	Iteration 6F: 3 clusters Score -1485090 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1485855.250000 Penalty: 4881.228516
	Iteration 7F: 3 clusters Score -1485855 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1486541.375000 Penalty: 4881.228516
	Iteration 8F: 3 clusters Score -1486541 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -1487127.375000 Penalty: 4881.228516
	Iteration 9Q: 3 clusters Score -1487127 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1487534.625000 Penalty: 4881.228516
	Iteration 10Q: 3 clusters Score -1487535 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1487798.375000 Penalty: 4881.228516
	Iteration 11Q: 3 clusters Score -1487798 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -1487988.000000 Penalty: 4881.228516
	Iteration 12Q: 3 clusters Score -1487988 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1488105.625000 Penalty: 4881.228516
	Iteration 13Q: 3 clusters Score -1488106 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1488207.500000 Penalty: 4881.228516
	Iteration 14Q: 3 clusters Score -1488208 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1488283.625000 Penalty: 4881.228516
	Iteration 15Q: 3 clusters Score -1488284 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1488351.500000 Penalty: 4881.228516
	Iteration 16Q: 3 clusters Score -1488352 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1488404.375000 Penalty: 4881.228516
	Iteration 17Q: 3 clusters Score -1488404 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1488448.125000 Penalty: 4881.228516
	Iteration 18Q: 3 clusters Score -1488448 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1488492.125000 Penalty: 4881.228516
	Iteration 19Q: 3 clusters Score -1488492 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -1488532.500000 Penalty: 4881.228516
	Iteration 20F: 3 clusters Score -1488532 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1488566.000000 Penalty: 4881.228516
	Iteration 21Q: 3 clusters Score -1488566 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1488595.125000 Penalty: 4881.228516
	Iteration 22Q: 3 clusters Score -1488595 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1488619.625000 Penalty: 4881.228516
	Iteration 23Q: 3 clusters Score -1488620 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15375 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1488637.500000 Penalty: 4881.228516
	Iteration 24Q: 3 clusters Score -1488638 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15459 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1488659.375000 Penalty: 4881.228516
	Iteration 25Q: 3 clusters Score -1488659 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1488687.375000 Penalty: 4881.228516
	Iteration 26Q: 3 clusters Score -1488687 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1488707.000000 Penalty: 4881.228516
	Iteration 27Q: 3 clusters Score -1488707 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15699 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1488723.375000 Penalty: 4881.228516
	Iteration 28Q: 3 clusters Score -1488723 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15774 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1488744.000000 Penalty: 4881.228516
	Iteration 29Q: 3 clusters Score -1488744 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15834 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1488754.250000 Penalty: 4881.228516
	Iteration 30Q: 3 clusters Score -1488754 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1488767.875000 Penalty: 4881.228516
	Iteration 31Q: 3 clusters Score -1488768 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15957 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1488778.875000 Penalty: 4881.228516
	Iteration 32Q: 3 clusters Score -1488779 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16013 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1488789.750000 Penalty: 4881.228516
	Iteration 33Q: 3 clusters Score -1488790 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16068 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1488804.750000 Penalty: 4881.228516
	Iteration 34Q: 3 clusters Score -1488805 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16135 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1488818.375000 Penalty: 4881.228516
	Iteration 35Q: 3 clusters Score -1488818 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16215 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1488842.375000 Penalty: 4881.228516
	Iteration 36Q: 3 clusters Score -1488842 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -1488865.500000 Penalty: 4881.228516
	Iteration 37Q: 3 clusters Score -1488866 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1488880.750000 Penalty: 4881.228516
	Iteration 38Q: 3 clusters Score -1488881 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16466 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1488912.500000 Penalty: 4881.228516
	Iteration 39Q: 3 clusters Score -1488912 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16554 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1488942.125000 Penalty: 4881.228516
	Iteration 40F: 3 clusters Score -1488942 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16656 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1488976.625000 Penalty: 4881.228516
	Iteration 41Q: 3 clusters Score -1488977 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16771 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1489021.750000 Penalty: 4881.228516
	Iteration 42Q: 3 clusters Score -1489022 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16867 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1489058.375000 Penalty: 4881.228516
	Iteration 43Q: 3 clusters Score -1489058 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16969 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1489102.875000 Penalty: 4881.228516
	Iteration 44Q: 3 clusters Score -1489103 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17085 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1489160.500000 Penalty: 4881.228516
	Iteration 45Q: 3 clusters Score -1489160 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1489228.500000 Penalty: 4881.228516
	Iteration 46Q: 3 clusters Score -1489228 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17309 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1489298.250000 Penalty: 4881.228516
	Iteration 47Q: 3 clusters Score -1489298 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17400 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1489359.500000 Penalty: 4881.228516
	Iteration 48Q: 3 clusters Score -1489360 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17499 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1489432.875000 Penalty: 4881.228516
	Iteration 49Q: 3 clusters Score -1489433 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17608 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1489543.750000 Penalty: 4881.228516
	Iteration 50Q: 3 clusters Score -1489544 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17703 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1489649.375000 Penalty: 4881.228516
	Iteration 51Q: 3 clusters Score -1489649 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17765 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1489721.000000 Penalty: 4881.228516
	Iteration 52Q: 3 clusters Score -1489721 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17808 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1489770.750000 Penalty: 4881.228516
	Iteration 53Q: 3 clusters Score -1489771 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1489802.875000 Penalty: 4881.228516
	Iteration 54Q: 3 clusters Score -1489803 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17863 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1489821.500000 Penalty: 4881.228516
	Iteration 55Q: 3 clusters Score -1489822 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17870 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1489832.375000 Penalty: 4881.228516
	Iteration 56Q: 3 clusters Score -1489832 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17882 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1489844.500000 Penalty: 4881.228516
	Iteration 57Q: 3 clusters Score -1489844 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17884 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1489852.750000 Penalty: 4881.228516
	Iteration 58Q: 3 clusters Score -1489853 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17893 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1489854.500000 Penalty: 4881.228516
	Iteration 59Q: 3 clusters Score -1489854 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17894 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1489859.750000 Penalty: 4881.228516
	Iteration 60F: 3 clusters Score -1489860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17898 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1489863.375000 Penalty: 4881.228516
	Iteration 61Q: 3 clusters Score -1489863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17899 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1489863.250000 Penalty: 4881.228516
	Iteration 62Q: 3 clusters Score -1489863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17898 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1489863.750000 Penalty: 4881.228516
	Iteration 63Q: 3 clusters Score -1489864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17898 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1489863.750000 Penalty: 4881.228516
	Iteration 64F: 3 clusters Score -1489864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (153267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153267 members 
Entering Unmasked Estep 
Score: -12282579.000000 Penalty: 2961.104248
	Iteration 0F: 2 clusters Score -1.228258e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76649 members 
Mstep: Class 2 contains 76618 members 
Entering Unmasked Estep 
Score: -12179586.000000 Penalty: 5922.208496
	Iteration 0F: 3 clusters Score -1.217959e+07 nChanged 73299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76826 members 
Mstep: Class 2 contains 76441 members 
Entering Unmasked Estep 
Score: -12222175.000000 Penalty: 5922.208496
	Iteration 1F: 3 clusters Score -1.222218e+07 nChanged 4024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77138 members 
Mstep: Class 2 contains 76129 members 
Entering Unmasked Estep 
Score: -12222943.000000 Penalty: 5922.208496
	Iteration 2Q: 3 clusters Score -1.222294e+07 nChanged 4060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77568 members 
Mstep: Class 2 contains 75699 members 
Entering Unmasked Estep 
Score: -12223726.000000 Penalty: 5922.208496
	Iteration 3Q: 3 clusters Score -1.222373e+07 nChanged 4244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78320 members 
Mstep: Class 2 contains 74947 members 
Entering Unmasked Estep 
Score: -12224647.000000 Penalty: 5922.208496
	Iteration 4Q: 3 clusters Score -1.222465e+07 nChanged 4682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79552 members 
Mstep: Class 2 contains 73715 members 
Entering Unmasked Estep 
Score: -12225884.000000 Penalty: 5922.208496
	Iteration 5Q: 3 clusters Score -1.222588e+07 nChanged 5623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81705 members 
Mstep: Class 2 contains 71562 members 
Entering Unmasked Estep 
Score: -12227781.000000 Penalty: 5922.208496
	Iteration 6Q: 3 clusters Score -1.222778e+07 nChanged 7009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85132 members 
Mstep: Class 2 contains 68135 members 
Entering Unmasked Estep 
Score: -12230672.000000 Penalty: 5922.208496
	Iteration 7Q: 3 clusters Score -1.223067e+07 nChanged 8668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90322 members 
Mstep: Class 2 contains 62945 members 
Entering Unmasked Estep 
Score: -12235192.000000 Penalty: 5922.208496
	Iteration 8F: 3 clusters Score -1.223519e+07 nChanged 10018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96966 members 
Mstep: Class 2 contains 56301 members 
Entering Unmasked Estep 
Score: -12241175.000000 Penalty: 5922.208496
	Iteration 9F: 3 clusters Score -1.224118e+07 nChanged 10347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104251 members 
Mstep: Class 2 contains 49016 members 
Entering Unmasked Estep 
Score: -12247165.000000 Penalty: 5922.208496
	Iteration 10F: 3 clusters Score -1.224716e+07 nChanged 9554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111561 members 
Mstep: Class 2 contains 41706 members 
Entering Unmasked Estep 
Score: -12252901.000000 Penalty: 5922.208496
	Iteration 11F: 3 clusters Score -1.22529e+07 nChanged 8066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118383 members 
Mstep: Class 2 contains 34884 members 
Entering Unmasked Estep 
Score: -12257467.000000 Penalty: 5922.208496
	Iteration 12F: 3 clusters Score -1.225747e+07 nChanged 6989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124856 members 
Mstep: Class 2 contains 28411 members 
Entering Unmasked Estep 
Score: -12261444.000000 Penalty: 5922.208496
	Iteration 13Q: 3 clusters Score -1.226144e+07 nChanged 6231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130915 members 
Mstep: Class 2 contains 22352 members 
Entering Unmasked Estep 
Score: -12265153.000000 Penalty: 5922.208496
	Iteration 14Q: 3 clusters Score -1.226515e+07 nChanged 5516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136393 members 
Mstep: Class 2 contains 16874 members 
Entering Unmasked Estep 
Score: -12268675.000000 Penalty: 5922.208496
	Iteration 15Q: 3 clusters Score -1.226868e+07 nChanged 4776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141163 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -12271999.000000 Penalty: 5922.208496
	Iteration 16Q: 3 clusters Score -1.2272e+07 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145092 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -12274789.000000 Penalty: 5922.208496
	Iteration 17Q: 3 clusters Score -1.227479e+07 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148051 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -12276825.000000 Penalty: 5922.208496
	Iteration 18Q: 3 clusters Score -1.227682e+07 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149979 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -12278157.000000 Penalty: 5922.208496
	Iteration 19Q: 3 clusters Score -1.227816e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151097 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -12278915.000000 Penalty: 5922.208496
	Iteration 20F: 3 clusters Score -1.227892e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151759 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -12279370.000000 Penalty: 5922.208496
	Iteration 21Q: 3 clusters Score -1.227937e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152106 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -12279643.000000 Penalty: 5922.208496
	Iteration 22Q: 3 clusters Score -1.227964e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152308 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -12279813.000000 Penalty: 5922.208496
	Iteration 23Q: 3 clusters Score -1.227981e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152419 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -12279885.000000 Penalty: 5922.208496
	Iteration 24Q: 3 clusters Score -1.227988e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152488 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -12279954.000000 Penalty: 5922.208496
	Iteration 25Q: 3 clusters Score -1.227995e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152549 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -12279971.000000 Penalty: 5922.208496
	Iteration 26Q: 3 clusters Score -1.227997e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152583 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -12279999.000000 Penalty: 5922.208496
	Iteration 27Q: 3 clusters Score -1.228e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152613 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -12280016.000000 Penalty: 5922.208496
	Iteration 28Q: 3 clusters Score -1.228002e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152635 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -12280022.000000 Penalty: 5922.208496
	Iteration 29Q: 3 clusters Score -1.228002e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152645 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -12280049.000000 Penalty: 5922.208496
	Iteration 30Q: 3 clusters Score -1.228005e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152657 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -12280063.000000 Penalty: 5922.208496
	Iteration 31Q: 3 clusters Score -1.228006e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152664 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -12280080.000000 Penalty: 5922.208496
	Iteration 32Q: 3 clusters Score -1.228008e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152680 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -12280097.000000 Penalty: 5922.208496
	Iteration 33Q: 3 clusters Score -1.22801e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152687 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -12280108.000000 Penalty: 5922.208496
	Iteration 34Q: 3 clusters Score -1.228011e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152693 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -12280100.000000 Penalty: 5922.208496
	Iteration 35Q: 3 clusters Score -1.22801e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152699 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -12280102.000000 Penalty: 5922.208496
	Iteration 36Q: 3 clusters Score -1.22801e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152707 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -12280112.000000 Penalty: 5922.208496
	Iteration 37Q: 3 clusters Score -1.228011e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152711 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -12280119.000000 Penalty: 5922.208496
	Iteration 38Q: 3 clusters Score -1.228012e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152717 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -12280125.000000 Penalty: 5922.208496
	Iteration 39Q: 3 clusters Score -1.228012e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152720 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -12280117.000000 Penalty: 5922.208496
	Iteration 40F: 3 clusters Score -1.228012e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152726 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -12280136.000000 Penalty: 5922.208496
	Iteration 41Q: 3 clusters Score -1.228014e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152731 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -12280141.000000 Penalty: 5922.208496
	Iteration 42Q: 3 clusters Score -1.228014e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152733 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -12280146.000000 Penalty: 5922.208496
	Iteration 43Q: 3 clusters Score -1.228015e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152736 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -12280140.000000 Penalty: 5922.208496
	Iteration 44Q: 3 clusters Score -1.228014e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152736 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -12280147.000000 Penalty: 5922.208496
	Iteration 45Q: 3 clusters Score -1.228015e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152735 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -12280153.000000 Penalty: 5922.208496
	Iteration 46Q: 3 clusters Score -1.228015e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152736 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -12280148.000000 Penalty: 5922.208496
	Iteration 47Q: 3 clusters Score -1.228015e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152738 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -12280148.000000 Penalty: 5922.208496
	Iteration 48Q: 3 clusters Score -1.228015e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152738 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -12280154.000000 Penalty: 5922.208496
	Iteration 49Q: 3 clusters Score -1.228015e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152740 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -12280159.000000 Penalty: 5922.208496
	Iteration 50Q: 3 clusters Score -1.228016e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152740 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -12280153.000000 Penalty: 5922.208496
	Iteration 51Q: 3 clusters Score -1.228015e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152739 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -12280151.000000 Penalty: 5922.208496
	Iteration 52Q: 3 clusters Score -1.228015e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152739 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -12280151.000000 Penalty: 5922.208496
	Iteration 53F: 3 clusters Score -1.228015e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (33421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33421 members 
Entering Unmasked Estep 
Score: -2722743.000000 Penalty: 2583.401123
	Iteration 0F: 2 clusters Score -2722743 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16695 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -2700018.500000 Penalty: 5166.802246
	Iteration 0F: 3 clusters Score -2700018 nChanged 15182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16577 members 
Mstep: Class 2 contains 16844 members 
Entering Unmasked Estep 
Score: -2708438.000000 Penalty: 5166.802246
	Iteration 1F: 3 clusters Score -2708438 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16598 members 
Mstep: Class 2 contains 16823 members 
Entering Unmasked Estep 
Score: -2709022.500000 Penalty: 5166.802246
	Iteration 2Q: 3 clusters Score -2709022 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
Score: -2709574.500000 Penalty: 5166.802246
	Iteration 3Q: 3 clusters Score -2709574 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16708 members 
Mstep: Class 2 contains 16713 members 
Entering Unmasked Estep 
Score: -2710075.500000 Penalty: 5166.802246
	Iteration 4Q: 3 clusters Score -2710076 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16870 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -2710615.000000 Penalty: 5166.802246
	Iteration 5Q: 3 clusters Score -2710615 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17132 members 
Mstep: Class 2 contains 16289 members 
Entering Unmasked Estep 
Score: -2711201.750000 Penalty: 5166.802246
	Iteration 6Q: 3 clusters Score -2711202 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17508 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -2711820.000000 Penalty: 5166.802246
	Iteration 7Q: 3 clusters Score -2711820 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18048 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -2712560.750000 Penalty: 5166.802246
	Iteration 8Q: 3 clusters Score -2712561 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18731 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -2713504.750000 Penalty: 5166.802246
	Iteration 9Q: 3 clusters Score -2713505 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19493 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -2714520.250000 Penalty: 5166.802246
	Iteration 10F: 3 clusters Score -2714520 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20225 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -2715508.250000 Penalty: 5166.802246
	Iteration 11Q: 3 clusters Score -2715508 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20937 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -2716342.000000 Penalty: 5166.802246
	Iteration 12Q: 3 clusters Score -2716342 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21525 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -2716985.750000 Penalty: 5166.802246
	Iteration 13Q: 3 clusters Score -2716986 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22088 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -2717457.500000 Penalty: 5166.802246
	Iteration 14Q: 3 clusters Score -2717458 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22578 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -2717822.750000 Penalty: 5166.802246
	Iteration 15Q: 3 clusters Score -2717823 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23028 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -2718076.250000 Penalty: 5166.802246
	Iteration 16Q: 3 clusters Score -2718076 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23420 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -2718276.250000 Penalty: 5166.802246
	Iteration 17Q: 3 clusters Score -2718276 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23783 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -2718424.000000 Penalty: 5166.802246
	Iteration 18Q: 3 clusters Score -2718424 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24149 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -2718558.500000 Penalty: 5166.802246
	Iteration 19Q: 3 clusters Score -2718558 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24525 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -2718678.750000 Penalty: 5166.802246
	Iteration 20F: 3 clusters Score -2718679 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24867 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -2718775.500000 Penalty: 5166.802246
	Iteration 21Q: 3 clusters Score -2718776 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25199 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -2718865.750000 Penalty: 5166.802246
	Iteration 22Q: 3 clusters Score -2718866 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25500 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -2718949.000000 Penalty: 5166.802246
	Iteration 23Q: 3 clusters Score -2718949 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25816 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -2719030.000000 Penalty: 5166.802246
	Iteration 24Q: 3 clusters Score -2719030 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26115 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -2719123.250000 Penalty: 5166.802246
	Iteration 25Q: 3 clusters Score -2719123 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26407 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -2719190.000000 Penalty: 5166.802246
	Iteration 26Q: 3 clusters Score -2719190 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26728 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -2719277.000000 Penalty: 5166.802246
	Iteration 27Q: 3 clusters Score -2719277 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27046 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -2719377.750000 Penalty: 5166.802246
	Iteration 28Q: 3 clusters Score -2719378 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27356 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -2719462.750000 Penalty: 5166.802246
	Iteration 29Q: 3 clusters Score -2719463 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27652 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -2719552.500000 Penalty: 5166.802246
	Iteration 30Q: 3 clusters Score -2719552 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27938 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -2719628.750000 Penalty: 5166.802246
	Iteration 31Q: 3 clusters Score -2719629 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28214 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -2719717.500000 Penalty: 5166.802246
	Iteration 32Q: 3 clusters Score -2719718 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28500 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -2719814.500000 Penalty: 5166.802246
	Iteration 33Q: 3 clusters Score -2719814 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28814 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -2719929.750000 Penalty: 5166.802246
	Iteration 34Q: 3 clusters Score -2719930 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29110 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -2720033.750000 Penalty: 5166.802246
	Iteration 35Q: 3 clusters Score -2720034 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29404 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -2720141.750000 Penalty: 5166.802246
	Iteration 36Q: 3 clusters Score -2720142 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29681 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -2720251.750000 Penalty: 5166.802246
	Iteration 37Q: 3 clusters Score -2720252 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29914 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -2720351.250000 Penalty: 5166.802246
	Iteration 38Q: 3 clusters Score -2720351 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30123 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -2720418.000000 Penalty: 5166.802246
	Iteration 39Q: 3 clusters Score -2720418 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30306 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -2720487.750000 Penalty: 5166.802246
	Iteration 40F: 3 clusters Score -2720488 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30490 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -2720539.750000 Penalty: 5166.802246
	Iteration 41Q: 3 clusters Score -2720540 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30651 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -2720590.250000 Penalty: 5166.802246
	Iteration 42Q: 3 clusters Score -2720590 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30776 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -2720628.000000 Penalty: 5166.802246
	Iteration 43Q: 3 clusters Score -2720628 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30897 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -2720677.250000 Penalty: 5166.802246
	Iteration 44Q: 3 clusters Score -2720677 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30989 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -2720700.250000 Penalty: 5166.802246
	Iteration 45Q: 3 clusters Score -2720700 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31070 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -2720727.250000 Penalty: 5166.802246
	Iteration 46Q: 3 clusters Score -2720727 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31147 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -2720748.250000 Penalty: 5166.802246
	Iteration 47Q: 3 clusters Score -2720748 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31227 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -2720775.000000 Penalty: 5166.802246
	Iteration 48Q: 3 clusters Score -2720775 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31298 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -2720801.000000 Penalty: 5166.802246
	Iteration 49Q: 3 clusters Score -2720801 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31357 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -2720812.000000 Penalty: 5166.802246
	Iteration 50Q: 3 clusters Score -2720812 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31410 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -2720817.750000 Penalty: 5166.802246
	Iteration 51Q: 3 clusters Score -2720818 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31463 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -2720838.750000 Penalty: 5166.802246
	Iteration 52Q: 3 clusters Score -2720839 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31504 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -2720854.500000 Penalty: 5166.802246
	Iteration 53Q: 3 clusters Score -2720854 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31543 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -2720861.500000 Penalty: 5166.802246
	Iteration 54Q: 3 clusters Score -2720862 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31575 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -2720866.000000 Penalty: 5166.802246
	Iteration 55Q: 3 clusters Score -2720866 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31607 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -2720880.000000 Penalty: 5166.802246
	Iteration 56Q: 3 clusters Score -2720880 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31633 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -2720883.500000 Penalty: 5166.802246
	Iteration 57Q: 3 clusters Score -2720884 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31656 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -2720890.000000 Penalty: 5166.802246
	Iteration 58Q: 3 clusters Score -2720890 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31673 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -2720894.750000 Penalty: 5166.802246
	Iteration 59Q: 3 clusters Score -2720895 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31689 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -2720903.500000 Penalty: 5166.802246
	Iteration 60F: 3 clusters Score -2720904 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31699 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -2720903.500000 Penalty: 5166.802246
	Iteration 61Q: 3 clusters Score -2720904 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31711 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -2720899.750000 Penalty: 5166.802246
	Iteration 62Q: 3 clusters Score -2720900 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31726 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -2720906.750000 Penalty: 5166.802246
	Iteration 63Q: 3 clusters Score -2720907 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31733 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -2720911.000000 Penalty: 5166.802246
	Iteration 64Q: 3 clusters Score -2720911 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31744 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -2720913.000000 Penalty: 5166.802246
	Iteration 65Q: 3 clusters Score -2720913 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31752 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -2720913.250000 Penalty: 5166.802246
	Iteration 66Q: 3 clusters Score -2720913 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31758 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -2720913.000000 Penalty: 5166.802246
	Iteration 67Q: 3 clusters Score -2720913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31761 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -2720912.000000 Penalty: 5166.802246
	Iteration 68Q: 3 clusters Score -2720912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31763 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -2720913.750000 Penalty: 5166.802246
	Iteration 69Q: 3 clusters Score -2720914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31766 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -2720915.500000 Penalty: 5166.802246
	Iteration 70Q: 3 clusters Score -2720916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31774 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -2720917.750000 Penalty: 5166.802246
	Iteration 71Q: 3 clusters Score -2720918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31781 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -2720927.750000 Penalty: 5166.802246
	Iteration 72Q: 3 clusters Score -2720928 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31792 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -2720924.250000 Penalty: 5166.802246
	Iteration 73Q: 3 clusters Score -2720924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31798 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -2720923.750000 Penalty: 5166.802246
	Iteration 74Q: 3 clusters Score -2720924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31804 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -2720924.750000 Penalty: 5166.802246
	Iteration 75Q: 3 clusters Score -2720925 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31811 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -2720923.500000 Penalty: 5166.802246
	Iteration 76Q: 3 clusters Score -2720924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31813 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -2720921.250000 Penalty: 5166.802246
	Iteration 77Q: 3 clusters Score -2720921 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31817 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -2720923.500000 Penalty: 5166.802246
	Iteration 78Q: 3 clusters Score -2720924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31821 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -2720923.500000 Penalty: 5166.802246
	Iteration 79Q: 3 clusters Score -2720924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31825 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -2720928.750000 Penalty: 5166.802246
	Iteration 80F: 3 clusters Score -2720929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31827 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -2720930.000000 Penalty: 5166.802246
	Iteration 81Q: 3 clusters Score -2720930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31829 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -2720927.750000 Penalty: 5166.802246
	Iteration 82Q: 3 clusters Score -2720928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31830 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -2720927.750000 Penalty: 5166.802246
	Iteration 83Q: 3 clusters Score -2720928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31831 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -2720929.500000 Penalty: 5166.802246
	Iteration 84Q: 3 clusters Score -2720930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31831 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -2720929.500000 Penalty: 5166.802246
	Iteration 85F: 3 clusters Score -2720930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Entering Unmasked Estep 
Score: -602935.062500 Penalty: 2232.333984
	Iteration 0F: 2 clusters Score -602935.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -596467.625000 Penalty: 4464.667969
	Iteration 0F: 3 clusters Score -596467.6 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -598290.812500 Penalty: 4464.667969
	Iteration 1F: 3 clusters Score -598290.8 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -598696.312500 Penalty: 4464.667969
	Iteration 2F: 3 clusters Score -598696.3 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -599219.000000 Penalty: 4464.667969
	Iteration 3F: 3 clusters Score -599219 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -599890.000000 Penalty: 4464.667969
	Iteration 4F: 3 clusters Score -599890 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -600605.750000 Penalty: 4464.667969
	Iteration 5F: 3 clusters Score -600605.8 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -601252.125000 Penalty: 4464.667969
	Iteration 6F: 3 clusters Score -601252.1 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -601664.250000 Penalty: 4464.667969
	Iteration 7F: 3 clusters Score -601664.2 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -601917.562500 Penalty: 4464.667969
	Iteration 8Q: 3 clusters Score -601917.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -602081.875000 Penalty: 4464.667969
	Iteration 9Q: 3 clusters Score -602081.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -602181.812500 Penalty: 4464.667969
	Iteration 10Q: 3 clusters Score -602181.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -602242.375000 Penalty: 4464.667969
	Iteration 11Q: 3 clusters Score -602242.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -602281.000000 Penalty: 4464.667969
	Iteration 12Q: 3 clusters Score -602281 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -602313.250000 Penalty: 4464.667969
	Iteration 13Q: 3 clusters Score -602313.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -602340.937500 Penalty: 4464.667969
	Iteration 14Q: 3 clusters Score -602340.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -602358.000000 Penalty: 4464.667969
	Iteration 15Q: 3 clusters Score -602358 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -602372.187500 Penalty: 4464.667969
	Iteration 16Q: 3 clusters Score -602372.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -602382.875000 Penalty: 4464.667969
	Iteration 17Q: 3 clusters Score -602382.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -602393.375000 Penalty: 4464.667969
	Iteration 18Q: 3 clusters Score -602393.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -602398.062500 Penalty: 4464.667969
	Iteration 19Q: 3 clusters Score -602398.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -602405.375000 Penalty: 4464.667969
	Iteration 20F: 3 clusters Score -602405.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -602408.375000 Penalty: 4464.667969
	Iteration 21Q: 3 clusters Score -602408.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -602413.437500 Penalty: 4464.667969
	Iteration 22Q: 3 clusters Score -602413.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -602419.500000 Penalty: 4464.667969
	Iteration 23Q: 3 clusters Score -602419.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -602422.937500 Penalty: 4464.667969
	Iteration 24Q: 3 clusters Score -602422.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -602425.437500 Penalty: 4464.667969
	Iteration 25Q: 3 clusters Score -602425.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -602428.687500 Penalty: 4464.667969
	Iteration 26Q: 3 clusters Score -602428.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -602434.000000 Penalty: 4464.667969
	Iteration 27Q: 3 clusters Score -602434 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -602436.812500 Penalty: 4464.667969
	Iteration 28Q: 3 clusters Score -602436.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -602440.125000 Penalty: 4464.667969
	Iteration 29Q: 3 clusters Score -602440.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -602441.750000 Penalty: 4464.667969
	Iteration 30Q: 3 clusters Score -602441.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -602444.812500 Penalty: 4464.667969
	Iteration 31Q: 3 clusters Score -602444.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -602445.312500 Penalty: 4464.667969
	Iteration 32Q: 3 clusters Score -602445.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -602448.312500 Penalty: 4464.667969
	Iteration 33Q: 3 clusters Score -602448.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -602450.625000 Penalty: 4464.667969
	Iteration 34Q: 3 clusters Score -602450.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -602452.562500 Penalty: 4464.667969
	Iteration 35Q: 3 clusters Score -602452.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -602453.562500 Penalty: 4464.667969
	Iteration 36Q: 3 clusters Score -602453.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -602456.625000 Penalty: 4464.667969
	Iteration 37Q: 3 clusters Score -602456.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -602457.375000 Penalty: 4464.667969
	Iteration 38Q: 3 clusters Score -602457.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -602459.437500 Penalty: 4464.667969
	Iteration 39Q: 3 clusters Score -602459.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -602461.625000 Penalty: 4464.667969
	Iteration 40F: 3 clusters Score -602461.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -602462.250000 Penalty: 4464.667969
	Iteration 41Q: 3 clusters Score -602462.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -602463.312500 Penalty: 4464.667969
	Iteration 42Q: 3 clusters Score -602463.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -602463.562500 Penalty: 4464.667969
	Iteration 43Q: 3 clusters Score -602463.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -602463.562500 Penalty: 4464.667969
	Iteration 44F: 3 clusters Score -602463.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Entering Unmasked Estep 
Score: -783041.687500 Penalty: 2295.388916
	Iteration 0F: 2 clusters Score -783041.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -775158.312500 Penalty: 4590.777832
	Iteration 0F: 3 clusters Score -775158.3 nChanged 4417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -777559.375000 Penalty: 4590.777832
	Iteration 1F: 3 clusters Score -777559.4 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -778073.875000 Penalty: 4590.777832
	Iteration 2F: 3 clusters Score -778073.9 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -778674.125000 Penalty: 4590.777832
	Iteration 3F: 3 clusters Score -778674.1 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -779284.937500 Penalty: 4590.777832
	Iteration 4F: 3 clusters Score -779284.9 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -779870.875000 Penalty: 4590.777832
	Iteration 5F: 3 clusters Score -779870.9 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -780360.562500 Penalty: 4590.777832
	Iteration 6F: 3 clusters Score -780360.6 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -780690.187500 Penalty: 4590.777832
	Iteration 7Q: 3 clusters Score -780690.2 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -780917.812500 Penalty: 4590.777832
	Iteration 8Q: 3 clusters Score -780917.8 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -781120.750000 Penalty: 4590.777832
	Iteration 9Q: 3 clusters Score -781120.8 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -781358.812500 Penalty: 4590.777832
	Iteration 10Q: 3 clusters Score -781358.8 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -781628.437500 Penalty: 4590.777832
	Iteration 11Q: 3 clusters Score -781628.4 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -781903.375000 Penalty: 4590.777832
	Iteration 12Q: 3 clusters Score -781903.4 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -782123.125000 Penalty: 4590.777832
	Iteration 13Q: 3 clusters Score -782123.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -782262.437500 Penalty: 4590.777832
	Iteration 14Q: 3 clusters Score -782262.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -782367.625000 Penalty: 4590.777832
	Iteration 15Q: 3 clusters Score -782367.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -782433.375000 Penalty: 4590.777832
	Iteration 16Q: 3 clusters Score -782433.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -782490.125000 Penalty: 4590.777832
	Iteration 17Q: 3 clusters Score -782490.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -782533.812500 Penalty: 4590.777832
	Iteration 18Q: 3 clusters Score -782533.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -782568.500000 Penalty: 4590.777832
	Iteration 19Q: 3 clusters Score -782568.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -782601.375000 Penalty: 4590.777832
	Iteration 20F: 3 clusters Score -782601.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -782632.062500 Penalty: 4590.777832
	Iteration 21Q: 3 clusters Score -782632.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -782654.562500 Penalty: 4590.777832
	Iteration 22Q: 3 clusters Score -782654.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -782677.812500 Penalty: 4590.777832
	Iteration 23Q: 3 clusters Score -782677.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -782699.187500 Penalty: 4590.777832
	Iteration 24Q: 3 clusters Score -782699.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -782718.250000 Penalty: 4590.777832
	Iteration 25Q: 3 clusters Score -782718.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -782729.562500 Penalty: 4590.777832
	Iteration 26Q: 3 clusters Score -782729.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -782741.375000 Penalty: 4590.777832
	Iteration 27Q: 3 clusters Score -782741.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -782754.687500 Penalty: 4590.777832
	Iteration 28Q: 3 clusters Score -782754.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -782766.062500 Penalty: 4590.777832
	Iteration 29Q: 3 clusters Score -782766.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -782777.437500 Penalty: 4590.777832
	Iteration 30Q: 3 clusters Score -782777.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -782794.875000 Penalty: 4590.777832
	Iteration 31Q: 3 clusters Score -782794.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -782805.562500 Penalty: 4590.777832
	Iteration 32Q: 3 clusters Score -782805.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -782822.312500 Penalty: 4590.777832
	Iteration 33Q: 3 clusters Score -782822.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -782834.625000 Penalty: 4590.777832
	Iteration 34Q: 3 clusters Score -782834.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -782843.187500 Penalty: 4590.777832
	Iteration 35Q: 3 clusters Score -782843.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -782854.437500 Penalty: 4590.777832
	Iteration 36Q: 3 clusters Score -782854.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -782864.062500 Penalty: 4590.777832
	Iteration 37Q: 3 clusters Score -782864.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -782869.500000 Penalty: 4590.777832
	Iteration 38Q: 3 clusters Score -782869.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -782876.687500 Penalty: 4590.777832
	Iteration 39Q: 3 clusters Score -782876.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -782885.250000 Penalty: 4590.777832
	Iteration 40F: 3 clusters Score -782885.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -782890.812500 Penalty: 4590.777832
	Iteration 41Q: 3 clusters Score -782890.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -782895.250000 Penalty: 4590.777832
	Iteration 42Q: 3 clusters Score -782895.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -782898.937500 Penalty: 4590.777832
	Iteration 43Q: 3 clusters Score -782898.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -782900.812500 Penalty: 4590.777832
	Iteration 44Q: 3 clusters Score -782900.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -782903.937500 Penalty: 4590.777832
	Iteration 45Q: 3 clusters Score -782903.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -782905.875000 Penalty: 4590.777832
	Iteration 46Q: 3 clusters Score -782905.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -782908.250000 Penalty: 4590.777832
	Iteration 47Q: 3 clusters Score -782908.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -782909.812500 Penalty: 4590.777832
	Iteration 48Q: 3 clusters Score -782909.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -782910.562500 Penalty: 4590.777832
	Iteration 49Q: 3 clusters Score -782910.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -782914.000000 Penalty: 4590.777832
	Iteration 50Q: 3 clusters Score -782914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -782914.687500 Penalty: 4590.777832
	Iteration 51Q: 3 clusters Score -782914.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -782918.187500 Penalty: 4590.777832
	Iteration 52Q: 3 clusters Score -782918.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -782917.812500 Penalty: 4590.777832
	Iteration 53Q: 3 clusters Score -782917.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -782921.937500 Penalty: 4590.777832
	Iteration 54Q: 3 clusters Score -782921.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -782923.437500 Penalty: 4590.777832
	Iteration 55Q: 3 clusters Score -782923.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -782925.500000 Penalty: 4590.777832
	Iteration 56Q: 3 clusters Score -782925.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -782927.312500 Penalty: 4590.777832
	Iteration 57Q: 3 clusters Score -782927.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -782927.187500 Penalty: 4590.777832
	Iteration 58Q: 3 clusters Score -782927.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -782927.187500 Penalty: 4590.777832
	Iteration 59Q: 3 clusters Score -782927.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -782928.625000 Penalty: 4590.777832
	Iteration 60F: 3 clusters Score -782928.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -782928.625000 Penalty: 4590.777832
	Iteration 61Q: 3 clusters Score -782928.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -782928.625000 Penalty: 4590.777832
	Iteration 62F: 3 clusters Score -782928.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -185129.703125 Penalty: 1923.217773
	Iteration 0F: 2 clusters Score -185129.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -182260.734375 Penalty: 3846.435547
	Iteration 0F: 3 clusters Score -182260.7 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -182807.593750 Penalty: 3846.435547
	Iteration 1F: 3 clusters Score -182807.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -182941.281250 Penalty: 3846.435547
	Iteration 2F: 3 clusters Score -182941.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -183009.421875 Penalty: 3846.435547
	Iteration 3Q: 3 clusters Score -183009.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -183055.937500 Penalty: 3846.435547
	Iteration 4Q: 3 clusters Score -183055.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -183084.078125 Penalty: 3846.435547
	Iteration 5Q: 3 clusters Score -183084.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -183103.500000 Penalty: 3846.435547
	Iteration 6Q: 3 clusters Score -183103.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -183122.656250 Penalty: 3846.435547
	Iteration 7Q: 3 clusters Score -183122.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -183138.328125 Penalty: 3846.435547
	Iteration 8Q: 3 clusters Score -183138.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -183146.859375 Penalty: 3846.435547
	Iteration 9Q: 3 clusters Score -183146.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -183156.093750 Penalty: 3846.435547
	Iteration 10Q: 3 clusters Score -183156.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -183163.515625 Penalty: 3846.435547
	Iteration 11Q: 3 clusters Score -183163.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -183167.046875 Penalty: 3846.435547
	Iteration 12Q: 3 clusters Score -183167 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -183171.234375 Penalty: 3846.435547
	Iteration 13Q: 3 clusters Score -183171.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -183173.609375 Penalty: 3846.435547
	Iteration 14Q: 3 clusters Score -183173.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -183175.234375 Penalty: 3846.435547
	Iteration 15Q: 3 clusters Score -183175.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -183177.062500 Penalty: 3846.435547
	Iteration 16Q: 3 clusters Score -183177.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -183178.656250 Penalty: 3846.435547
	Iteration 17Q: 3 clusters Score -183178.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -183179.796875 Penalty: 3846.435547
	Iteration 18Q: 3 clusters Score -183179.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -183182.390625 Penalty: 3846.435547
	Iteration 19Q: 3 clusters Score -183182.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -183185.515625 Penalty: 3846.435547
	Iteration 20F: 3 clusters Score -183185.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -183186.781250 Penalty: 3846.435547
	Iteration 21Q: 3 clusters Score -183186.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -183189.109375 Penalty: 3846.435547
	Iteration 22Q: 3 clusters Score -183189.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -183191.203125 Penalty: 3846.435547
	Iteration 23Q: 3 clusters Score -183191.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -183193.625000 Penalty: 3846.435547
	Iteration 24Q: 3 clusters Score -183193.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -183195.515625 Penalty: 3846.435547
	Iteration 25Q: 3 clusters Score -183195.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -183196.281250 Penalty: 3846.435547
	Iteration 26Q: 3 clusters Score -183196.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -183199.046875 Penalty: 3846.435547
	Iteration 27Q: 3 clusters Score -183199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -183200.359375 Penalty: 3846.435547
	Iteration 28Q: 3 clusters Score -183200.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -183202.078125 Penalty: 3846.435547
	Iteration 29Q: 3 clusters Score -183202.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -183203.484375 Penalty: 3846.435547
	Iteration 30Q: 3 clusters Score -183203.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -183204.703125 Penalty: 3846.435547
	Iteration 31Q: 3 clusters Score -183204.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -183205.187500 Penalty: 3846.435547
	Iteration 32Q: 3 clusters Score -183205.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -183206.031250 Penalty: 3846.435547
	Iteration 33Q: 3 clusters Score -183206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -183207.421875 Penalty: 3846.435547
	Iteration 34Q: 3 clusters Score -183207.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -183208.328125 Penalty: 3846.435547
	Iteration 35Q: 3 clusters Score -183208.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -183208.328125 Penalty: 3846.435547
	Iteration 36F: 3 clusters Score -183208.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (40488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40488 members 
Entering Unmasked Estep 
Score: -3292127.250000 Penalty: 2630.972656
	Iteration 0F: 2 clusters Score -3292127 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20142 members 
Mstep: Class 2 contains 20346 members 
Entering Unmasked Estep 
Score: -3264653.250000 Penalty: 5261.945312
	Iteration 0F: 3 clusters Score -3264653 nChanged 18640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19580 members 
Mstep: Class 2 contains 20908 members 
Entering Unmasked Estep 
Score: -3274860.750000 Penalty: 5261.945312
	Iteration 1F: 3 clusters Score -3274861 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19350 members 
Mstep: Class 2 contains 21138 members 
Entering Unmasked Estep 
Score: -3275382.250000 Penalty: 5261.945312
	Iteration 2Q: 3 clusters Score -3275382 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19011 members 
Mstep: Class 2 contains 21477 members 
Entering Unmasked Estep 
Score: -3275895.750000 Penalty: 5261.945312
	Iteration 3Q: 3 clusters Score -3275896 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18527 members 
Mstep: Class 2 contains 21961 members 
Entering Unmasked Estep 
Score: -3276501.750000 Penalty: 5261.945312
	Iteration 4Q: 3 clusters Score -3276502 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17949 members 
Mstep: Class 2 contains 22539 members 
Entering Unmasked Estep 
Score: -3277171.000000 Penalty: 5261.945312
	Iteration 5Q: 3 clusters Score -3277171 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17118 members 
Mstep: Class 2 contains 23370 members 
Entering Unmasked Estep 
Score: -3278061.000000 Penalty: 5261.945312
	Iteration 6Q: 3 clusters Score -3278061 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16153 members 
Mstep: Class 2 contains 24335 members 
Entering Unmasked Estep 
Score: -3279128.500000 Penalty: 5261.945312
	Iteration 7Q: 3 clusters Score -3279128 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 25458 members 
Entering Unmasked Estep 
Score: -3280363.750000 Penalty: 5261.945312
	Iteration 8Q: 3 clusters Score -3280364 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 26728 members 
Entering Unmasked Estep 
Score: -3281713.750000 Penalty: 5261.945312
	Iteration 9Q: 3 clusters Score -3281714 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 28063 members 
Entering Unmasked Estep 
Score: -3283044.750000 Penalty: 5261.945312
	Iteration 10Q: 3 clusters Score -3283045 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 29335 members 
Entering Unmasked Estep 
Score: -3284219.500000 Penalty: 5261.945312
	Iteration 11Q: 3 clusters Score -3284220 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 30547 members 
Entering Unmasked Estep 
Score: -3285188.500000 Penalty: 5261.945312
	Iteration 12Q: 3 clusters Score -3285188 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 31718 members 
Entering Unmasked Estep 
Score: -3285986.250000 Penalty: 5261.945312
	Iteration 13Q: 3 clusters Score -3285986 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 32826 members 
Entering Unmasked Estep 
Score: -3286694.250000 Penalty: 5261.945312
	Iteration 14Q: 3 clusters Score -3286694 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 33837 members 
Entering Unmasked Estep 
Score: -3287299.000000 Penalty: 5261.945312
	Iteration 15Q: 3 clusters Score -3287299 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 34794 members 
Entering Unmasked Estep 
Score: -3287821.250000 Penalty: 5261.945312
	Iteration 16Q: 3 clusters Score -3287821 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 35625 members 
Entering Unmasked Estep 
Score: -3288240.750000 Penalty: 5261.945312
	Iteration 17Q: 3 clusters Score -3288241 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 36339 members 
Entering Unmasked Estep 
Score: -3288588.250000 Penalty: 5261.945312
	Iteration 18Q: 3 clusters Score -3288588 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 36972 members 
Entering Unmasked Estep 
Score: -3288902.500000 Penalty: 5261.945312
	Iteration 19Q: 3 clusters Score -3288902 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 37457 members 
Entering Unmasked Estep 
Score: -3289151.750000 Penalty: 5261.945312
	Iteration 20F: 3 clusters Score -3289152 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 37841 members 
Entering Unmasked Estep 
Score: -3289315.250000 Penalty: 5261.945312
	Iteration 21Q: 3 clusters Score -3289315 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 38145 members 
Entering Unmasked Estep 
Score: -3289471.000000 Penalty: 5261.945312
	Iteration 22Q: 3 clusters Score -3289471 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 38365 members 
Entering Unmasked Estep 
Score: -3289555.000000 Penalty: 5261.945312
	Iteration 23Q: 3 clusters Score -3289555 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 38555 members 
Entering Unmasked Estep 
Score: -3289633.250000 Penalty: 5261.945312
	Iteration 24Q: 3 clusters Score -3289633 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 38689 members 
Entering Unmasked Estep 
Score: -3289702.000000 Penalty: 5261.945312
	Iteration 25Q: 3 clusters Score -3289702 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 38809 members 
Entering Unmasked Estep 
Score: -3289758.500000 Penalty: 5261.945312
	Iteration 26Q: 3 clusters Score -3289758 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 38920 members 
Entering Unmasked Estep 
Score: -3289811.500000 Penalty: 5261.945312
	Iteration 27Q: 3 clusters Score -3289812 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 39006 members 
Entering Unmasked Estep 
Score: -3289863.750000 Penalty: 5261.945312
	Iteration 28Q: 3 clusters Score -3289864 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 39093 members 
Entering Unmasked Estep 
Score: -3289913.750000 Penalty: 5261.945312
	Iteration 29Q: 3 clusters Score -3289914 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 39174 members 
Entering Unmasked Estep 
Score: -3289947.500000 Penalty: 5261.945312
	Iteration 30Q: 3 clusters Score -3289948 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 39232 members 
Entering Unmasked Estep 
Score: -3289982.250000 Penalty: 5261.945312
	Iteration 31Q: 3 clusters Score -3289982 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 39277 members 
Entering Unmasked Estep 
Score: -3289999.250000 Penalty: 5261.945312
	Iteration 32Q: 3 clusters Score -3289999 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 39306 members 
Entering Unmasked Estep 
Score: -3290013.000000 Penalty: 5261.945312
	Iteration 33Q: 3 clusters Score -3290013 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 39333 members 
Entering Unmasked Estep 
Score: -3290020.250000 Penalty: 5261.945312
	Iteration 34Q: 3 clusters Score -3290020 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 39354 members 
Entering Unmasked Estep 
Score: -3290029.500000 Penalty: 5261.945312
	Iteration 35Q: 3 clusters Score -3290030 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 39373 members 
Entering Unmasked Estep 
Score: -3290043.000000 Penalty: 5261.945312
	Iteration 36Q: 3 clusters Score -3290043 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 39392 members 
Entering Unmasked Estep 
Score: -3290050.250000 Penalty: 5261.945312
	Iteration 37Q: 3 clusters Score -3290050 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 39405 members 
Entering Unmasked Estep 
Score: -3290064.500000 Penalty: 5261.945312
	Iteration 38Q: 3 clusters Score -3290064 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 39415 members 
Entering Unmasked Estep 
Score: -3290070.000000 Penalty: 5261.945312
	Iteration 39Q: 3 clusters Score -3290070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 39418 members 
Entering Unmasked Estep 
Score: -3290075.250000 Penalty: 5261.945312
	Iteration 40F: 3 clusters Score -3290075 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 39426 members 
Entering Unmasked Estep 
Score: -3290083.500000 Penalty: 5261.945312
	Iteration 41Q: 3 clusters Score -3290084 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 39436 members 
Entering Unmasked Estep 
Score: -3290082.250000 Penalty: 5261.945312
	Iteration 42Q: 3 clusters Score -3290082 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 39440 members 
Entering Unmasked Estep 
Score: -3290083.000000 Penalty: 5261.945312
	Iteration 43Q: 3 clusters Score -3290083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 39444 members 
Entering Unmasked Estep 
Score: -3290085.500000 Penalty: 5261.945312
	Iteration 44Q: 3 clusters Score -3290086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 39446 members 
Entering Unmasked Estep 
Score: -3290085.000000 Penalty: 5261.945312
	Iteration 45Q: 3 clusters Score -3290085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 39450 members 
Entering Unmasked Estep 
Score: -3290089.500000 Penalty: 5261.945312
	Iteration 46Q: 3 clusters Score -3290090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 39450 members 
Entering Unmasked Estep 
Score: -3290089.500000 Penalty: 5261.945312
	Iteration 47F: 3 clusters Score -3290090 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Entering Unmasked Estep 
Score: -553284.437500 Penalty: 2194.892822
	Iteration 0F: 2 clusters Score -553284.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -547575.125000 Penalty: 4389.785645
	Iteration 0F: 3 clusters Score -547575.1 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -549081.187500 Penalty: 4389.785645
	Iteration 1F: 3 clusters Score -549081.2 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -549353.250000 Penalty: 4389.785645
	Iteration 2F: 3 clusters Score -549353.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -549517.125000 Penalty: 4389.785645
	Iteration 3Q: 3 clusters Score -549517.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -549646.375000 Penalty: 4389.785645
	Iteration 4Q: 3 clusters Score -549646.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -549767.687500 Penalty: 4389.785645
	Iteration 5Q: 3 clusters Score -549767.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -549899.500000 Penalty: 4389.785645
	Iteration 6Q: 3 clusters Score -549899.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -550032.937500 Penalty: 4389.785645
	Iteration 7Q: 3 clusters Score -550032.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -550188.437500 Penalty: 4389.785645
	Iteration 8Q: 3 clusters Score -550188.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -550377.000000 Penalty: 4389.785645
	Iteration 9Q: 3 clusters Score -550377 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -550601.812500 Penalty: 4389.785645
	Iteration 10Q: 3 clusters Score -550601.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -550878.625000 Penalty: 4389.785645
	Iteration 11Q: 3 clusters Score -550878.6 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -551186.687500 Penalty: 4389.785645
	Iteration 12Q: 3 clusters Score -551186.7 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -551502.812500 Penalty: 4389.785645
	Iteration 13Q: 3 clusters Score -551502.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -551746.625000 Penalty: 4389.785645
	Iteration 14Q: 3 clusters Score -551746.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -551887.937500 Penalty: 4389.785645
	Iteration 15Q: 3 clusters Score -551887.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -551974.437500 Penalty: 4389.785645
	Iteration 16Q: 3 clusters Score -551974.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -552015.125000 Penalty: 4389.785645
	Iteration 17Q: 3 clusters Score -552015.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -552039.437500 Penalty: 4389.785645
	Iteration 18Q: 3 clusters Score -552039.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -552055.625000 Penalty: 4389.785645
	Iteration 19Q: 3 clusters Score -552055.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -552062.937500 Penalty: 4389.785645
	Iteration 20F: 3 clusters Score -552062.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -552067.375000 Penalty: 4389.785645
	Iteration 21Q: 3 clusters Score -552067.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -552069.000000 Penalty: 4389.785645
	Iteration 22Q: 3 clusters Score -552069 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -552069.625000 Penalty: 4389.785645
	Iteration 23Q: 3 clusters Score -552069.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -552069.812500 Penalty: 4389.785645
	Iteration 24Q: 3 clusters Score -552069.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -552069.437500 Penalty: 4389.785645
	Iteration 25Q: 3 clusters Score -552069.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -552071.500000 Penalty: 4389.785645
	Iteration 26Q: 3 clusters Score -552071.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -552072.812500 Penalty: 4389.785645
	Iteration 27Q: 3 clusters Score -552072.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -552073.750000 Penalty: 4389.785645
	Iteration 28Q: 3 clusters Score -552073.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -552075.062500 Penalty: 4389.785645
	Iteration 29Q: 3 clusters Score -552075.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -552075.375000 Penalty: 4389.785645
	Iteration 30Q: 3 clusters Score -552075.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -552076.250000 Penalty: 4389.785645
	Iteration 31Q: 3 clusters Score -552076.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -552076.250000 Penalty: 4389.785645
	Iteration 32F: 3 clusters Score -552076.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (13427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Entering Unmasked Estep 
Score: -973595.062500 Penalty: 2357.245605
	Iteration 0F: 2 clusters Score -973595.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -963707.625000 Penalty: 4714.491211
	Iteration 0F: 3 clusters Score -963707.6 nChanged 5737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -966847.937500 Penalty: 4714.491211
	Iteration 1F: 3 clusters Score -966847.9 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -967294.687500 Penalty: 4714.491211
	Iteration 2F: 3 clusters Score -967294.7 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -967800.750000 Penalty: 4714.491211
	Iteration 3F: 3 clusters Score -967800.8 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -968411.125000 Penalty: 4714.491211
	Iteration 4F: 3 clusters Score -968411.1 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -969202.750000 Penalty: 4714.491211
	Iteration 5F: 3 clusters Score -969202.8 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -969989.562500 Penalty: 4714.491211
	Iteration 6F: 3 clusters Score -969989.6 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -970672.000000 Penalty: 4714.491211
	Iteration 7F: 3 clusters Score -970672 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -971174.250000 Penalty: 4714.491211
	Iteration 8F: 3 clusters Score -971174.2 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -971505.625000 Penalty: 4714.491211
	Iteration 9Q: 3 clusters Score -971505.6 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -971746.437500 Penalty: 4714.491211
	Iteration 10Q: 3 clusters Score -971746.4 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -971921.625000 Penalty: 4714.491211
	Iteration 11Q: 3 clusters Score -971921.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -972043.062500 Penalty: 4714.491211
	Iteration 12Q: 3 clusters Score -972043.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -972120.437500 Penalty: 4714.491211
	Iteration 13Q: 3 clusters Score -972120.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -972170.000000 Penalty: 4714.491211
	Iteration 14Q: 3 clusters Score -972170 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -972207.875000 Penalty: 4714.491211
	Iteration 15Q: 3 clusters Score -972207.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -972246.875000 Penalty: 4714.491211
	Iteration 16Q: 3 clusters Score -972246.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -972278.125000 Penalty: 4714.491211
	Iteration 17Q: 3 clusters Score -972278.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -972298.500000 Penalty: 4714.491211
	Iteration 18Q: 3 clusters Score -972298.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -972318.250000 Penalty: 4714.491211
	Iteration 19Q: 3 clusters Score -972318.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -972333.187500 Penalty: 4714.491211
	Iteration 20F: 3 clusters Score -972333.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -972345.562500 Penalty: 4714.491211
	Iteration 21Q: 3 clusters Score -972345.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -972357.125000 Penalty: 4714.491211
	Iteration 22Q: 3 clusters Score -972357.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -972374.312500 Penalty: 4714.491211
	Iteration 23Q: 3 clusters Score -972374.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -972394.250000 Penalty: 4714.491211
	Iteration 24Q: 3 clusters Score -972394.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -972415.875000 Penalty: 4714.491211
	Iteration 25Q: 3 clusters Score -972415.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -972441.250000 Penalty: 4714.491211
	Iteration 26Q: 3 clusters Score -972441.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -972461.875000 Penalty: 4714.491211
	Iteration 27Q: 3 clusters Score -972461.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -972480.875000 Penalty: 4714.491211
	Iteration 28Q: 3 clusters Score -972480.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -972496.625000 Penalty: 4714.491211
	Iteration 29Q: 3 clusters Score -972496.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -972516.562500 Penalty: 4714.491211
	Iteration 30Q: 3 clusters Score -972516.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -972529.187500 Penalty: 4714.491211
	Iteration 31Q: 3 clusters Score -972529.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -972545.500000 Penalty: 4714.491211
	Iteration 32Q: 3 clusters Score -972545.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -972558.312500 Penalty: 4714.491211
	Iteration 33Q: 3 clusters Score -972558.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -972570.500000 Penalty: 4714.491211
	Iteration 34Q: 3 clusters Score -972570.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -972587.187500 Penalty: 4714.491211
	Iteration 35Q: 3 clusters Score -972587.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -972607.625000 Penalty: 4714.491211
	Iteration 36Q: 3 clusters Score -972607.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -972625.500000 Penalty: 4714.491211
	Iteration 37Q: 3 clusters Score -972625.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -972640.625000 Penalty: 4714.491211
	Iteration 38Q: 3 clusters Score -972640.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -972653.875000 Penalty: 4714.491211
	Iteration 39Q: 3 clusters Score -972653.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -972663.687500 Penalty: 4714.491211
	Iteration 40F: 3 clusters Score -972663.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -972670.000000 Penalty: 4714.491211
	Iteration 41Q: 3 clusters Score -972670 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -972678.062500 Penalty: 4714.491211
	Iteration 42Q: 3 clusters Score -972678.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -972679.812500 Penalty: 4714.491211
	Iteration 43Q: 3 clusters Score -972679.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -972684.500000 Penalty: 4714.491211
	Iteration 44Q: 3 clusters Score -972684.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -972695.875000 Penalty: 4714.491211
	Iteration 45Q: 3 clusters Score -972695.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -972705.750000 Penalty: 4714.491211
	Iteration 46Q: 3 clusters Score -972705.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -972715.812500 Penalty: 4714.491211
	Iteration 47Q: 3 clusters Score -972715.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -972724.312500 Penalty: 4714.491211
	Iteration 48Q: 3 clusters Score -972724.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -972733.750000 Penalty: 4714.491211
	Iteration 49Q: 3 clusters Score -972733.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -972738.500000 Penalty: 4714.491211
	Iteration 50Q: 3 clusters Score -972738.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -972747.875000 Penalty: 4714.491211
	Iteration 51Q: 3 clusters Score -972747.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -972762.875000 Penalty: 4714.491211
	Iteration 52Q: 3 clusters Score -972762.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -972779.812500 Penalty: 4714.491211
	Iteration 53Q: 3 clusters Score -972779.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -972797.312500 Penalty: 4714.491211
	Iteration 54Q: 3 clusters Score -972797.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -972815.625000 Penalty: 4714.491211
	Iteration 55Q: 3 clusters Score -972815.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -972829.937500 Penalty: 4714.491211
	Iteration 56Q: 3 clusters Score -972829.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -972845.250000 Penalty: 4714.491211
	Iteration 57Q: 3 clusters Score -972845.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -972855.812500 Penalty: 4714.491211
	Iteration 58Q: 3 clusters Score -972855.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -972865.812500 Penalty: 4714.491211
	Iteration 59Q: 3 clusters Score -972865.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -972879.250000 Penalty: 4714.491211
	Iteration 60F: 3 clusters Score -972879.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -972889.125000 Penalty: 4714.491211
	Iteration 61Q: 3 clusters Score -972889.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -972896.062500 Penalty: 4714.491211
	Iteration 62Q: 3 clusters Score -972896.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -972904.062500 Penalty: 4714.491211
	Iteration 63Q: 3 clusters Score -972904.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -972909.687500 Penalty: 4714.491211
	Iteration 64Q: 3 clusters Score -972909.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -972915.250000 Penalty: 4714.491211
	Iteration 65Q: 3 clusters Score -972915.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -972922.687500 Penalty: 4714.491211
	Iteration 66Q: 3 clusters Score -972922.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -972928.625000 Penalty: 4714.491211
	Iteration 67Q: 3 clusters Score -972928.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -972932.625000 Penalty: 4714.491211
	Iteration 68Q: 3 clusters Score -972932.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -972936.187500 Penalty: 4714.491211
	Iteration 69Q: 3 clusters Score -972936.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -972938.187500 Penalty: 4714.491211
	Iteration 70Q: 3 clusters Score -972938.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -972939.437500 Penalty: 4714.491211
	Iteration 71Q: 3 clusters Score -972939.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -972939.937500 Penalty: 4714.491211
	Iteration 72Q: 3 clusters Score -972939.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -972945.250000 Penalty: 4714.491211
	Iteration 73Q: 3 clusters Score -972945.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -972949.875000 Penalty: 4714.491211
	Iteration 74Q: 3 clusters Score -972949.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -972950.687500 Penalty: 4714.491211
	Iteration 75Q: 3 clusters Score -972950.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -972955.562500 Penalty: 4714.491211
	Iteration 76Q: 3 clusters Score -972955.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -972956.437500 Penalty: 4714.491211
	Iteration 77Q: 3 clusters Score -972956.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -972958.250000 Penalty: 4714.491211
	Iteration 78Q: 3 clusters Score -972958.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -972958.687500 Penalty: 4714.491211
	Iteration 79Q: 3 clusters Score -972958.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -972964.187500 Penalty: 4714.491211
	Iteration 80F: 3 clusters Score -972964.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -972968.500000 Penalty: 4714.491211
	Iteration 81Q: 3 clusters Score -972968.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -972972.875000 Penalty: 4714.491211
	Iteration 82Q: 3 clusters Score -972972.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -972972.312500 Penalty: 4714.491211
	Iteration 83Q: 3 clusters Score -972972.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -972972.875000 Penalty: 4714.491211
	Iteration 84Q: 3 clusters Score -972972.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -972971.062500 Penalty: 4714.491211
	Iteration 85Q: 3 clusters Score -972971.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -972970.937500 Penalty: 4714.491211
	Iteration 86Q: 3 clusters Score -972970.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -972970.937500 Penalty: 4714.491211
	Iteration 87Q: 3 clusters Score -972970.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -972970.375000 Penalty: 4714.491211
	Iteration 88Q: 3 clusters Score -972970.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -972969.750000 Penalty: 4714.491211
	Iteration 89Q: 3 clusters Score -972969.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -972968.875000 Penalty: 4714.491211
	Iteration 90Q: 3 clusters Score -972968.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -972970.875000 Penalty: 4714.491211
	Iteration 91Q: 3 clusters Score -972970.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -972970.875000 Penalty: 4714.491211
	Iteration 92Q: 3 clusters Score -972970.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -972974.375000 Penalty: 4714.491211
	Iteration 93Q: 3 clusters Score -972974.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -972975.562500 Penalty: 4714.491211
	Iteration 94Q: 3 clusters Score -972975.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -972974.375000 Penalty: 4714.491211
	Iteration 95Q: 3 clusters Score -972974.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -972974.875000 Penalty: 4714.491211
	Iteration 96Q: 3 clusters Score -972974.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -972976.250000 Penalty: 4714.491211
	Iteration 97Q: 3 clusters Score -972976.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -972976.125000 Penalty: 4714.491211
	Iteration 98Q: 3 clusters Score -972976.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -972977.812500 Penalty: 4714.491211
	Iteration 99Q: 3 clusters Score -972977.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -972976.937500 Penalty: 4714.491211
	Iteration 100F: 3 clusters Score -972976.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -972976.125000 Penalty: 4714.491211
	Iteration 101Q: 3 clusters Score -972976.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -972976.125000 Penalty: 4714.491211
	Iteration 102F: 3 clusters Score -972976.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (38462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38462 members 
Entering Unmasked Estep 
Score: -2998725.250000 Penalty: 2618.241699
	Iteration 0F: 2 clusters Score -2998725 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 19064 members 
Entering Unmasked Estep 
Score: -2972553.000000 Penalty: 5236.483398
	Iteration 0F: 3 clusters Score -2972553 nChanged 17518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20196 members 
Mstep: Class 2 contains 18266 members 
Entering Unmasked Estep 
Score: -2982108.750000 Penalty: 5236.483398
	Iteration 1F: 3 clusters Score -2982109 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20768 members 
Mstep: Class 2 contains 17694 members 
Entering Unmasked Estep 
Score: -2982692.750000 Penalty: 5236.483398
	Iteration 2Q: 3 clusters Score -2982693 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21583 members 
Mstep: Class 2 contains 16879 members 
Entering Unmasked Estep 
Score: -2983320.750000 Penalty: 5236.483398
	Iteration 3Q: 3 clusters Score -2983321 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22739 members 
Mstep: Class 2 contains 15723 members 
Entering Unmasked Estep 
Score: -2984077.250000 Penalty: 5236.483398
	Iteration 4Q: 3 clusters Score -2984077 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24298 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -2985226.000000 Penalty: 5236.483398
	Iteration 5F: 3 clusters Score -2985226 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26375 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -2986898.750000 Penalty: 5236.483398
	Iteration 6F: 3 clusters Score -2986899 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28732 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -2988850.500000 Penalty: 5236.483398
	Iteration 7F: 3 clusters Score -2988850 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31220 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -2990975.250000 Penalty: 5236.483398
	Iteration 8F: 3 clusters Score -2990975 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33409 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -2992934.250000 Penalty: 5236.483398
	Iteration 9F: 3 clusters Score -2992934 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35080 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -2994483.250000 Penalty: 5236.483398
	Iteration 10Q: 3 clusters Score -2994483 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36124 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -2995488.250000 Penalty: 5236.483398
	Iteration 11Q: 3 clusters Score -2995488 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36684 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -2996017.250000 Penalty: 5236.483398
	Iteration 12Q: 3 clusters Score -2996017 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36942 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -2996325.000000 Penalty: 5236.483398
	Iteration 13Q: 3 clusters Score -2996325 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37096 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -2996560.250000 Penalty: 5236.483398
	Iteration 14Q: 3 clusters Score -2996560 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37166 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -2996785.500000 Penalty: 5236.483398
	Iteration 15Q: 3 clusters Score -2996786 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37182 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -2996965.500000 Penalty: 5236.483398
	Iteration 16Q: 3 clusters Score -2996966 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37171 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -2997090.000000 Penalty: 5236.483398
	Iteration 17Q: 3 clusters Score -2997090 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37147 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -2997170.250000 Penalty: 5236.483398
	Iteration 18Q: 3 clusters Score -2997170 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37120 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -2997232.500000 Penalty: 5236.483398
	Iteration 19Q: 3 clusters Score -2997232 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37107 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -2997272.250000 Penalty: 5236.483398
	Iteration 20F: 3 clusters Score -2997272 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37088 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -2997306.000000 Penalty: 5236.483398
	Iteration 21Q: 3 clusters Score -2997306 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37063 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -2997330.000000 Penalty: 5236.483398
	Iteration 22Q: 3 clusters Score -2997330 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37046 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -2997339.000000 Penalty: 5236.483398
	Iteration 23Q: 3 clusters Score -2997339 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37033 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -2997350.750000 Penalty: 5236.483398
	Iteration 24Q: 3 clusters Score -2997351 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37024 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -2997362.250000 Penalty: 5236.483398
	Iteration 25Q: 3 clusters Score -2997362 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37017 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -2997364.250000 Penalty: 5236.483398
	Iteration 26Q: 3 clusters Score -2997364 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37010 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -2997368.000000 Penalty: 5236.483398
	Iteration 27Q: 3 clusters Score -2997368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37004 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -2997358.750000 Penalty: 5236.483398
	Iteration 28Q: 3 clusters Score -2997359 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37004 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -2997363.250000 Penalty: 5236.483398
	Iteration 29Q: 3 clusters Score -2997363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37001 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -2997361.250000 Penalty: 5236.483398
	Iteration 30Q: 3 clusters Score -2997361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36999 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -2997363.000000 Penalty: 5236.483398
	Iteration 31Q: 3 clusters Score -2997363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36998 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -2997364.250000 Penalty: 5236.483398
	Iteration 32Q: 3 clusters Score -2997364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36997 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -2997366.250000 Penalty: 5236.483398
	Iteration 33Q: 3 clusters Score -2997366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36997 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -2997366.250000 Penalty: 5236.483398
	Iteration 34F: 3 clusters Score -2997366 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Entering Unmasked Estep 
Score: -284020.125000 Penalty: 2038.593140
	Iteration 0F: 2 clusters Score -284020.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -280376.593750 Penalty: 4077.186279
	Iteration 0F: 3 clusters Score -280376.6 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -281442.593750 Penalty: 4077.186279
	Iteration 1F: 3 clusters Score -281442.6 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -282033.187500 Penalty: 4077.186279
	Iteration 2F: 3 clusters Score -282033.2 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -282606.750000 Penalty: 4077.186279
	Iteration 3F: 3 clusters Score -282606.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -283035.562500 Penalty: 4077.186279
	Iteration 4F: 3 clusters Score -283035.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -283228.031250 Penalty: 4077.186279
	Iteration 5F: 3 clusters Score -283228 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -283324.593750 Penalty: 4077.186279
	Iteration 6Q: 3 clusters Score -283324.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -283385.781250 Penalty: 4077.186279
	Iteration 7Q: 3 clusters Score -283385.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -283420.843750 Penalty: 4077.186279
	Iteration 8Q: 3 clusters Score -283420.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -283444.125000 Penalty: 4077.186279
	Iteration 9Q: 3 clusters Score -283444.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -283462.906250 Penalty: 4077.186279
	Iteration 10Q: 3 clusters Score -283462.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -283475.968750 Penalty: 4077.186279
	Iteration 11Q: 3 clusters Score -283476 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -283481.968750 Penalty: 4077.186279
	Iteration 12Q: 3 clusters Score -283482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -283485.562500 Penalty: 4077.186279
	Iteration 13Q: 3 clusters Score -283485.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -283491.187500 Penalty: 4077.186279
	Iteration 14Q: 3 clusters Score -283491.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -283495.406250 Penalty: 4077.186279
	Iteration 15Q: 3 clusters Score -283495.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -283498.000000 Penalty: 4077.186279
	Iteration 16Q: 3 clusters Score -283498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -283500.812500 Penalty: 4077.186279
	Iteration 17Q: 3 clusters Score -283500.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -283507.031250 Penalty: 4077.186279
	Iteration 18Q: 3 clusters Score -283507 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -283511.250000 Penalty: 4077.186279
	Iteration 19Q: 3 clusters Score -283511.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -283512.000000 Penalty: 4077.186279
	Iteration 20F: 3 clusters Score -283512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -283512.625000 Penalty: 4077.186279
	Iteration 21Q: 3 clusters Score -283512.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -283512.625000 Penalty: 4077.186279
	Iteration 22F: 3 clusters Score -283512.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (10445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Entering Unmasked Estep 
Score: -719761.875000 Penalty: 2294.961914
	Iteration 0F: 2 clusters Score -719761.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -711842.875000 Penalty: 4589.923828
	Iteration 0F: 3 clusters Score -711842.9 nChanged 4340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -714441.687500 Penalty: 4589.923828
	Iteration 1F: 3 clusters Score -714441.7 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -714967.187500 Penalty: 4589.923828
	Iteration 2F: 3 clusters Score -714967.2 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -715478.062500 Penalty: 4589.923828
	Iteration 3F: 3 clusters Score -715478.1 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -716036.062500 Penalty: 4589.923828
	Iteration 4F: 3 clusters Score -716036.1 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -716619.312500 Penalty: 4589.923828
	Iteration 5F: 3 clusters Score -716619.3 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -717099.000000 Penalty: 4589.923828
	Iteration 6F: 3 clusters Score -717099 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -717405.062500 Penalty: 4589.923828
	Iteration 7Q: 3 clusters Score -717405.1 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -717622.187500 Penalty: 4589.923828
	Iteration 8Q: 3 clusters Score -717622.2 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -717782.125000 Penalty: 4589.923828
	Iteration 9Q: 3 clusters Score -717782.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -717914.687500 Penalty: 4589.923828
	Iteration 10Q: 3 clusters Score -717914.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -718026.187500 Penalty: 4589.923828
	Iteration 11Q: 3 clusters Score -718026.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -718111.875000 Penalty: 4589.923828
	Iteration 12Q: 3 clusters Score -718111.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -718186.125000 Penalty: 4589.923828
	Iteration 13Q: 3 clusters Score -718186.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -718232.562500 Penalty: 4589.923828
	Iteration 14Q: 3 clusters Score -718232.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -718261.812500 Penalty: 4589.923828
	Iteration 15Q: 3 clusters Score -718261.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -718279.375000 Penalty: 4589.923828
	Iteration 16Q: 3 clusters Score -718279.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -718300.625000 Penalty: 4589.923828
	Iteration 17Q: 3 clusters Score -718300.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -718315.000000 Penalty: 4589.923828
	Iteration 18Q: 3 clusters Score -718315 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -718335.812500 Penalty: 4589.923828
	Iteration 19Q: 3 clusters Score -718335.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -718354.750000 Penalty: 4589.923828
	Iteration 20F: 3 clusters Score -718354.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -718377.375000 Penalty: 4589.923828
	Iteration 21Q: 3 clusters Score -718377.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -718394.875000 Penalty: 4589.923828
	Iteration 22Q: 3 clusters Score -718394.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -718415.437500 Penalty: 4589.923828
	Iteration 23Q: 3 clusters Score -718415.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -718435.812500 Penalty: 4589.923828
	Iteration 24Q: 3 clusters Score -718435.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -718457.437500 Penalty: 4589.923828
	Iteration 25Q: 3 clusters Score -718457.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -718476.000000 Penalty: 4589.923828
	Iteration 26Q: 3 clusters Score -718476 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -718489.437500 Penalty: 4589.923828
	Iteration 27Q: 3 clusters Score -718489.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -718506.312500 Penalty: 4589.923828
	Iteration 28Q: 3 clusters Score -718506.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -718518.875000 Penalty: 4589.923828
	Iteration 29Q: 3 clusters Score -718518.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -718529.625000 Penalty: 4589.923828
	Iteration 30Q: 3 clusters Score -718529.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -718537.937500 Penalty: 4589.923828
	Iteration 31Q: 3 clusters Score -718537.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -718545.875000 Penalty: 4589.923828
	Iteration 32Q: 3 clusters Score -718545.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -718556.812500 Penalty: 4589.923828
	Iteration 33Q: 3 clusters Score -718556.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -718563.562500 Penalty: 4589.923828
	Iteration 34Q: 3 clusters Score -718563.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -718569.375000 Penalty: 4589.923828
	Iteration 35Q: 3 clusters Score -718569.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -718574.687500 Penalty: 4589.923828
	Iteration 36Q: 3 clusters Score -718574.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -718578.187500 Penalty: 4589.923828
	Iteration 37Q: 3 clusters Score -718578.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -718581.687500 Penalty: 4589.923828
	Iteration 38Q: 3 clusters Score -718581.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -718584.562500 Penalty: 4589.923828
	Iteration 39Q: 3 clusters Score -718584.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -718590.562500 Penalty: 4589.923828
	Iteration 40F: 3 clusters Score -718590.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -718594.812500 Penalty: 4589.923828
	Iteration 41Q: 3 clusters Score -718594.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -718600.812500 Penalty: 4589.923828
	Iteration 42Q: 3 clusters Score -718600.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -718606.562500 Penalty: 4589.923828
	Iteration 43Q: 3 clusters Score -718606.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -718611.125000 Penalty: 4589.923828
	Iteration 44Q: 3 clusters Score -718611.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -718614.750000 Penalty: 4589.923828
	Iteration 45Q: 3 clusters Score -718614.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -718618.625000 Penalty: 4589.923828
	Iteration 46Q: 3 clusters Score -718618.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -718622.937500 Penalty: 4589.923828
	Iteration 47Q: 3 clusters Score -718622.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -718628.312500 Penalty: 4589.923828
	Iteration 48Q: 3 clusters Score -718628.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -718634.750000 Penalty: 4589.923828
	Iteration 49Q: 3 clusters Score -718634.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -718645.312500 Penalty: 4589.923828
	Iteration 50Q: 3 clusters Score -718645.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -718654.312500 Penalty: 4589.923828
	Iteration 51Q: 3 clusters Score -718654.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -718668.250000 Penalty: 4589.923828
	Iteration 52Q: 3 clusters Score -718668.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -718680.312500 Penalty: 4589.923828
	Iteration 53Q: 3 clusters Score -718680.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -718692.062500 Penalty: 4589.923828
	Iteration 54Q: 3 clusters Score -718692.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -718703.312500 Penalty: 4589.923828
	Iteration 55Q: 3 clusters Score -718703.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -718707.437500 Penalty: 4589.923828
	Iteration 56Q: 3 clusters Score -718707.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -718715.687500 Penalty: 4589.923828
	Iteration 57Q: 3 clusters Score -718715.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -718719.625000 Penalty: 4589.923828
	Iteration 58Q: 3 clusters Score -718719.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -718726.687500 Penalty: 4589.923828
	Iteration 59Q: 3 clusters Score -718726.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -718732.750000 Penalty: 4589.923828
	Iteration 60F: 3 clusters Score -718732.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -718741.312500 Penalty: 4589.923828
	Iteration 61Q: 3 clusters Score -718741.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -718746.750000 Penalty: 4589.923828
	Iteration 62Q: 3 clusters Score -718746.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -718751.500000 Penalty: 4589.923828
	Iteration 63Q: 3 clusters Score -718751.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -718756.062500 Penalty: 4589.923828
	Iteration 64Q: 3 clusters Score -718756.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -718758.437500 Penalty: 4589.923828
	Iteration 65Q: 3 clusters Score -718758.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -718762.375000 Penalty: 4589.923828
	Iteration 66Q: 3 clusters Score -718762.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -718765.187500 Penalty: 4589.923828
	Iteration 67Q: 3 clusters Score -718765.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -718767.500000 Penalty: 4589.923828
	Iteration 68Q: 3 clusters Score -718767.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -718773.875000 Penalty: 4589.923828
	Iteration 69Q: 3 clusters Score -718773.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -718774.687500 Penalty: 4589.923828
	Iteration 70Q: 3 clusters Score -718774.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -718779.625000 Penalty: 4589.923828
	Iteration 71Q: 3 clusters Score -718779.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -718786.062500 Penalty: 4589.923828
	Iteration 72Q: 3 clusters Score -718786.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -718789.625000 Penalty: 4589.923828
	Iteration 73Q: 3 clusters Score -718789.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -718791.437500 Penalty: 4589.923828
	Iteration 74Q: 3 clusters Score -718791.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -718795.062500 Penalty: 4589.923828
	Iteration 75Q: 3 clusters Score -718795.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -718799.625000 Penalty: 4589.923828
	Iteration 76Q: 3 clusters Score -718799.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -718804.375000 Penalty: 4589.923828
	Iteration 77Q: 3 clusters Score -718804.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -718806.437500 Penalty: 4589.923828
	Iteration 78Q: 3 clusters Score -718806.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -718810.000000 Penalty: 4589.923828
	Iteration 79Q: 3 clusters Score -718810 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -718812.937500 Penalty: 4589.923828
	Iteration 80F: 3 clusters Score -718812.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -718814.875000 Penalty: 4589.923828
	Iteration 81Q: 3 clusters Score -718814.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -718820.062500 Penalty: 4589.923828
	Iteration 82Q: 3 clusters Score -718820.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -718822.875000 Penalty: 4589.923828
	Iteration 83Q: 3 clusters Score -718822.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -718825.937500 Penalty: 4589.923828
	Iteration 84Q: 3 clusters Score -718825.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -718830.375000 Penalty: 4589.923828
	Iteration 85Q: 3 clusters Score -718830.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -718831.500000 Penalty: 4589.923828
	Iteration 86Q: 3 clusters Score -718831.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -718834.375000 Penalty: 4589.923828
	Iteration 87Q: 3 clusters Score -718834.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -718835.125000 Penalty: 4589.923828
	Iteration 88Q: 3 clusters Score -718835.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -718838.687500 Penalty: 4589.923828
	Iteration 89Q: 3 clusters Score -718838.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -718842.250000 Penalty: 4589.923828
	Iteration 90Q: 3 clusters Score -718842.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -718844.937500 Penalty: 4589.923828
	Iteration 91Q: 3 clusters Score -718844.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -718848.937500 Penalty: 4589.923828
	Iteration 92Q: 3 clusters Score -718848.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -718853.500000 Penalty: 4589.923828
	Iteration 93Q: 3 clusters Score -718853.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -718861.812500 Penalty: 4589.923828
	Iteration 94Q: 3 clusters Score -718861.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -718873.937500 Penalty: 4589.923828
	Iteration 95Q: 3 clusters Score -718873.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -718881.250000 Penalty: 4589.923828
	Iteration 96Q: 3 clusters Score -718881.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -718890.187500 Penalty: 4589.923828
	Iteration 97Q: 3 clusters Score -718890.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -718901.000000 Penalty: 4589.923828
	Iteration 98Q: 3 clusters Score -718901 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -718911.937500 Penalty: 4589.923828
	Iteration 99Q: 3 clusters Score -718911.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -718921.312500 Penalty: 4589.923828
	Iteration 100F: 3 clusters Score -718921.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -718937.812500 Penalty: 4589.923828
	Iteration 101Q: 3 clusters Score -718937.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -718962.687500 Penalty: 4589.923828
	Iteration 102Q: 3 clusters Score -718962.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -718984.375000 Penalty: 4589.923828
	Iteration 103Q: 3 clusters Score -718984.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -719006.437500 Penalty: 4589.923828
	Iteration 104Q: 3 clusters Score -719006.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -719028.125000 Penalty: 4589.923828
	Iteration 105Q: 3 clusters Score -719028.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -719045.812500 Penalty: 4589.923828
	Iteration 106Q: 3 clusters Score -719045.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -719064.312500 Penalty: 4589.923828
	Iteration 107Q: 3 clusters Score -719064.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -719079.875000 Penalty: 4589.923828
	Iteration 108Q: 3 clusters Score -719079.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -719086.750000 Penalty: 4589.923828
	Iteration 109Q: 3 clusters Score -719086.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -719094.062500 Penalty: 4589.923828
	Iteration 110Q: 3 clusters Score -719094.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -719101.437500 Penalty: 4589.923828
	Iteration 111Q: 3 clusters Score -719101.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -719109.187500 Penalty: 4589.923828
	Iteration 112Q: 3 clusters Score -719109.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -719113.812500 Penalty: 4589.923828
	Iteration 113Q: 3 clusters Score -719113.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -719124.625000 Penalty: 4589.923828
	Iteration 114Q: 3 clusters Score -719124.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -719131.437500 Penalty: 4589.923828
	Iteration 115Q: 3 clusters Score -719131.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -719144.000000 Penalty: 4589.923828
	Iteration 116Q: 3 clusters Score -719144 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -719153.562500 Penalty: 4589.923828
	Iteration 117Q: 3 clusters Score -719153.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -719166.812500 Penalty: 4589.923828
	Iteration 118Q: 3 clusters Score -719166.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -719184.875000 Penalty: 4589.923828
	Iteration 119Q: 3 clusters Score -719184.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -719201.125000 Penalty: 4589.923828
	Iteration 120F: 3 clusters Score -719201.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -719217.500000 Penalty: 4589.923828
	Iteration 121Q: 3 clusters Score -719217.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -719232.250000 Penalty: 4589.923828
	Iteration 122Q: 3 clusters Score -719232.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -719256.625000 Penalty: 4589.923828
	Iteration 123Q: 3 clusters Score -719256.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -719278.500000 Penalty: 4589.923828
	Iteration 124Q: 3 clusters Score -719278.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -719303.500000 Penalty: 4589.923828
	Iteration 125Q: 3 clusters Score -719303.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -719331.500000 Penalty: 4589.923828
	Iteration 126Q: 3 clusters Score -719331.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -719370.687500 Penalty: 4589.923828
	Iteration 127Q: 3 clusters Score -719370.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -719418.812500 Penalty: 4589.923828
	Iteration 128Q: 3 clusters Score -719418.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -719487.062500 Penalty: 4589.923828
	Iteration 129Q: 3 clusters Score -719487.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -719539.500000 Penalty: 4589.923828
	Iteration 130Q: 3 clusters Score -719539.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -719577.375000 Penalty: 4589.923828
	Iteration 131Q: 3 clusters Score -719577.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -719616.562500 Penalty: 4589.923828
	Iteration 132Q: 3 clusters Score -719616.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -719644.625000 Penalty: 4589.923828
	Iteration 133Q: 3 clusters Score -719644.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -719674.500000 Penalty: 4589.923828
	Iteration 134Q: 3 clusters Score -719674.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -719713.000000 Penalty: 4589.923828
	Iteration 135Q: 3 clusters Score -719713 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -719742.437500 Penalty: 4589.923828
	Iteration 136Q: 3 clusters Score -719742.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -719763.687500 Penalty: 4589.923828
	Iteration 137Q: 3 clusters Score -719763.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -719782.375000 Penalty: 4589.923828
	Iteration 138Q: 3 clusters Score -719782.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -719795.750000 Penalty: 4589.923828
	Iteration 139Q: 3 clusters Score -719795.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -719805.375000 Penalty: 4589.923828
	Iteration 140F: 3 clusters Score -719805.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -719816.000000 Penalty: 4589.923828
	Iteration 141Q: 3 clusters Score -719816 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -719831.250000 Penalty: 4589.923828
	Iteration 142Q: 3 clusters Score -719831.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -719837.500000 Penalty: 4589.923828
	Iteration 143Q: 3 clusters Score -719837.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -719840.312500 Penalty: 4589.923828
	Iteration 144Q: 3 clusters Score -719840.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -719840.187500 Penalty: 4589.923828
	Iteration 145Q: 3 clusters Score -719840.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -719840.750000 Penalty: 4589.923828
	Iteration 146Q: 3 clusters Score -719840.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -719840.750000 Penalty: 4589.923828
	Iteration 147F: 3 clusters Score -719840.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 8929 members 
Mstep: Class 3 contains 587563 members 
Mstep: Class 4 contains 14433 members 
Mstep: Class 5 contains 12448 members 
Mstep: Class 6 contains 90393 members 
Mstep: Class 7 contains 12792 members 
Mstep: Class 8 contains 1344 members 
Mstep: Class 9 contains 80312 members 
Mstep: Class 10 contains 18792 members 
Mstep: Class 11 contains 153267 members 
Mstep: Class 12 contains 33421 members 
Mstep: Class 13 contains 8114 members 
Mstep: Class 14 contains 10463 members 
Mstep: Class 15 contains 2333 members 
Mstep: Class 16 contains 40488 members 
Mstep: Class 17 contains 6977 members 
Mstep: Class 18 contains 13427 members 
Mstep: Class 19 contains 38462 members 
Mstep: Class 20 contains 3715 members 
Mstep: Class 21 contains 9351 members 
Mstep: Class 22 contains 10127 members 
Mstep: Class 23 contains 9072 members 
Mstep: Class 24 contains 11714 members 
Mstep: Class 25 contains 30303 members 
Mstep: Class 26 contains 25756 members 
Mstep: Class 27 contains 13407 members 
Mstep: Class 28 contains 99889 members 
Mstep: Class 29 contains 102844 members 
Mstep: Class 30 contains 1597 members 
Mstep: Class 31 contains 1094 members 
Entering Unmasked Estep 
Score: -111943312.000000 Penalty: 109139.343750
Splitting cluster 21 changes total score from -111923448.000000 to -111943312.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 22 (10127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Entering Unmasked Estep 
Score: -708242.625000 Penalty: 2287.294189
	Iteration 0F: 2 clusters Score -708242.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -700506.625000 Penalty: 4574.588379
	Iteration 0F: 3 clusters Score -700506.6 nChanged 4192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -703128.625000 Penalty: 4574.588379
	Iteration 1F: 3 clusters Score -703128.6 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -703755.375000 Penalty: 4574.588379
	Iteration 2F: 3 clusters Score -703755.4 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -704223.750000 Penalty: 4574.588379
	Iteration 3F: 3 clusters Score -704223.8 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -704557.750000 Penalty: 4574.588379
	Iteration 4F: 3 clusters Score -704557.8 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -704838.125000 Penalty: 4574.588379
	Iteration 5Q: 3 clusters Score -704838.1 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -705061.750000 Penalty: 4574.588379
	Iteration 6Q: 3 clusters Score -705061.8 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -705231.625000 Penalty: 4574.588379
	Iteration 7Q: 3 clusters Score -705231.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -705370.937500 Penalty: 4574.588379
	Iteration 8Q: 3 clusters Score -705370.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -705498.437500 Penalty: 4574.588379
	Iteration 9Q: 3 clusters Score -705498.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -705645.687500 Penalty: 4574.588379
	Iteration 10Q: 3 clusters Score -705645.7 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -705816.625000 Penalty: 4574.588379
	Iteration 11Q: 3 clusters Score -705816.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -706003.125000 Penalty: 4574.588379
	Iteration 12Q: 3 clusters Score -706003.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -706216.687500 Penalty: 4574.588379
	Iteration 13Q: 3 clusters Score -706216.7 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -706410.687500 Penalty: 4574.588379
	Iteration 14Q: 3 clusters Score -706410.7 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -706584.062500 Penalty: 4574.588379
	Iteration 15Q: 3 clusters Score -706584.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -706729.375000 Penalty: 4574.588379
	Iteration 16Q: 3 clusters Score -706729.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -706869.062500 Penalty: 4574.588379
	Iteration 17Q: 3 clusters Score -706869.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -707004.312500 Penalty: 4574.588379
	Iteration 18Q: 3 clusters Score -707004.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -707114.000000 Penalty: 4574.588379
	Iteration 19Q: 3 clusters Score -707114 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -707186.500000 Penalty: 4574.588379
	Iteration 20F: 3 clusters Score -707186.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -707243.625000 Penalty: 4574.588379
	Iteration 21Q: 3 clusters Score -707243.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -707273.937500 Penalty: 4574.588379
	Iteration 22Q: 3 clusters Score -707273.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -707301.062500 Penalty: 4574.588379
	Iteration 23Q: 3 clusters Score -707301.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -707328.250000 Penalty: 4574.588379
	Iteration 24Q: 3 clusters Score -707328.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -707352.562500 Penalty: 4574.588379
	Iteration 25Q: 3 clusters Score -707352.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -707371.812500 Penalty: 4574.588379
	Iteration 26Q: 3 clusters Score -707371.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -707387.437500 Penalty: 4574.588379
	Iteration 27Q: 3 clusters Score -707387.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -707394.187500 Penalty: 4574.588379
	Iteration 28Q: 3 clusters Score -707394.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -707401.750000 Penalty: 4574.588379
	Iteration 29Q: 3 clusters Score -707401.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -707410.625000 Penalty: 4574.588379
	Iteration 30Q: 3 clusters Score -707410.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -707418.437500 Penalty: 4574.588379
	Iteration 31Q: 3 clusters Score -707418.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -707424.187500 Penalty: 4574.588379
	Iteration 32Q: 3 clusters Score -707424.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -707433.875000 Penalty: 4574.588379
	Iteration 33Q: 3 clusters Score -707433.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -707440.437500 Penalty: 4574.588379
	Iteration 34Q: 3 clusters Score -707440.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -707448.750000 Penalty: 4574.588379
	Iteration 35Q: 3 clusters Score -707448.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -707454.750000 Penalty: 4574.588379
	Iteration 36Q: 3 clusters Score -707454.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -707463.937500 Penalty: 4574.588379
	Iteration 37Q: 3 clusters Score -707463.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -707472.250000 Penalty: 4574.588379
	Iteration 38Q: 3 clusters Score -707472.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -707483.000000 Penalty: 4574.588379
	Iteration 39Q: 3 clusters Score -707483 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -707493.750000 Penalty: 4574.588379
	Iteration 40F: 3 clusters Score -707493.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -707503.187500 Penalty: 4574.588379
	Iteration 41Q: 3 clusters Score -707503.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -707508.937500 Penalty: 4574.588379
	Iteration 42Q: 3 clusters Score -707508.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -707517.125000 Penalty: 4574.588379
	Iteration 43Q: 3 clusters Score -707517.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -707519.750000 Penalty: 4574.588379
	Iteration 44Q: 3 clusters Score -707519.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -707522.937500 Penalty: 4574.588379
	Iteration 45Q: 3 clusters Score -707522.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -707522.250000 Penalty: 4574.588379
	Iteration 46Q: 3 clusters Score -707522.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -707523.187500 Penalty: 4574.588379
	Iteration 47Q: 3 clusters Score -707523.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -707526.000000 Penalty: 4574.588379
	Iteration 48Q: 3 clusters Score -707526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -707527.187500 Penalty: 4574.588379
	Iteration 49Q: 3 clusters Score -707527.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -707527.375000 Penalty: 4574.588379
	Iteration 50Q: 3 clusters Score -707527.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -707529.187500 Penalty: 4574.588379
	Iteration 51Q: 3 clusters Score -707529.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -707532.000000 Penalty: 4574.588379
	Iteration 52Q: 3 clusters Score -707532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -707533.625000 Penalty: 4574.588379
	Iteration 53Q: 3 clusters Score -707533.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -707533.312500 Penalty: 4574.588379
	Iteration 54Q: 3 clusters Score -707533.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -707536.875000 Penalty: 4574.588379
	Iteration 55Q: 3 clusters Score -707536.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -707538.937500 Penalty: 4574.588379
	Iteration 56Q: 3 clusters Score -707538.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -707540.562500 Penalty: 4574.588379
	Iteration 57Q: 3 clusters Score -707540.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -707541.125000 Penalty: 4574.588379
	Iteration 58Q: 3 clusters Score -707541.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -707543.437500 Penalty: 4574.588379
	Iteration 59Q: 3 clusters Score -707543.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -707544.437500 Penalty: 4574.588379
	Iteration 60F: 3 clusters Score -707544.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -707543.500000 Penalty: 4574.588379
	Iteration 61Q: 3 clusters Score -707543.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -707545.500000 Penalty: 4574.588379
	Iteration 62Q: 3 clusters Score -707545.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -707546.812500 Penalty: 4574.588379
	Iteration 63Q: 3 clusters Score -707546.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -707548.937500 Penalty: 4574.588379
	Iteration 64Q: 3 clusters Score -707548.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -707548.750000 Penalty: 4574.588379
	Iteration 65Q: 3 clusters Score -707548.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -707551.312500 Penalty: 4574.588379
	Iteration 66Q: 3 clusters Score -707551.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -707553.937500 Penalty: 4574.588379
	Iteration 67Q: 3 clusters Score -707553.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -707554.437500 Penalty: 4574.588379
	Iteration 68Q: 3 clusters Score -707554.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -707555.437500 Penalty: 4574.588379
	Iteration 69Q: 3 clusters Score -707555.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -707555.500000 Penalty: 4574.588379
	Iteration 70Q: 3 clusters Score -707555.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -707558.125000 Penalty: 4574.588379
	Iteration 71Q: 3 clusters Score -707558.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -707558.125000 Penalty: 4574.588379
	Iteration 72F: 3 clusters Score -707558.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Entering Unmasked Estep 
Score: -715012.500000 Penalty: 2260.011230
	Iteration 0F: 2 clusters Score -715012.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -707880.812500 Penalty: 4520.022461
	Iteration 0F: 3 clusters Score -707880.8 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -709865.187500 Penalty: 4520.022461
	Iteration 1F: 3 clusters Score -709865.2 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -710136.250000 Penalty: 4520.022461
	Iteration 2F: 3 clusters Score -710136.2 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -710335.312500 Penalty: 4520.022461
	Iteration 3Q: 3 clusters Score -710335.3 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -710457.937500 Penalty: 4520.022461
	Iteration 4Q: 3 clusters Score -710457.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -710555.312500 Penalty: 4520.022461
	Iteration 5Q: 3 clusters Score -710555.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -710633.750000 Penalty: 4520.022461
	Iteration 6Q: 3 clusters Score -710633.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -710698.062500 Penalty: 4520.022461
	Iteration 7Q: 3 clusters Score -710698.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -710764.000000 Penalty: 4520.022461
	Iteration 8Q: 3 clusters Score -710764 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -710833.562500 Penalty: 4520.022461
	Iteration 9Q: 3 clusters Score -710833.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -710907.750000 Penalty: 4520.022461
	Iteration 10Q: 3 clusters Score -710907.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -710975.750000 Penalty: 4520.022461
	Iteration 11Q: 3 clusters Score -710975.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -711044.812500 Penalty: 4520.022461
	Iteration 12Q: 3 clusters Score -711044.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -711132.125000 Penalty: 4520.022461
	Iteration 13Q: 3 clusters Score -711132.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -711223.312500 Penalty: 4520.022461
	Iteration 14Q: 3 clusters Score -711223.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -711321.250000 Penalty: 4520.022461
	Iteration 15Q: 3 clusters Score -711321.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -711435.625000 Penalty: 4520.022461
	Iteration 16Q: 3 clusters Score -711435.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -711546.187500 Penalty: 4520.022461
	Iteration 17Q: 3 clusters Score -711546.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -711677.500000 Penalty: 4520.022461
	Iteration 18Q: 3 clusters Score -711677.5 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -711823.625000 Penalty: 4520.022461
	Iteration 19Q: 3 clusters Score -711823.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -711990.312500 Penalty: 4520.022461
	Iteration 20F: 3 clusters Score -711990.3 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -712138.562500 Penalty: 4520.022461
	Iteration 21Q: 3 clusters Score -712138.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -712289.187500 Penalty: 4520.022461
	Iteration 22Q: 3 clusters Score -712289.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -712413.750000 Penalty: 4520.022461
	Iteration 23Q: 3 clusters Score -712413.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -712521.687500 Penalty: 4520.022461
	Iteration 24Q: 3 clusters Score -712521.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -712618.937500 Penalty: 4520.022461
	Iteration 25Q: 3 clusters Score -712618.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -712699.875000 Penalty: 4520.022461
	Iteration 26Q: 3 clusters Score -712699.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -712778.312500 Penalty: 4520.022461
	Iteration 27Q: 3 clusters Score -712778.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -712860.687500 Penalty: 4520.022461
	Iteration 28Q: 3 clusters Score -712860.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -712928.937500 Penalty: 4520.022461
	Iteration 29Q: 3 clusters Score -712928.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -712987.000000 Penalty: 4520.022461
	Iteration 30Q: 3 clusters Score -712987 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -713022.625000 Penalty: 4520.022461
	Iteration 31Q: 3 clusters Score -713022.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -713050.750000 Penalty: 4520.022461
	Iteration 32Q: 3 clusters Score -713050.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -713077.187500 Penalty: 4520.022461
	Iteration 33Q: 3 clusters Score -713077.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -713098.625000 Penalty: 4520.022461
	Iteration 34Q: 3 clusters Score -713098.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -713116.812500 Penalty: 4520.022461
	Iteration 35Q: 3 clusters Score -713116.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -713137.625000 Penalty: 4520.022461
	Iteration 36Q: 3 clusters Score -713137.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -713157.437500 Penalty: 4520.022461
	Iteration 37Q: 3 clusters Score -713157.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -713177.437500 Penalty: 4520.022461
	Iteration 38Q: 3 clusters Score -713177.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -713188.937500 Penalty: 4520.022461
	Iteration 39Q: 3 clusters Score -713188.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -713198.875000 Penalty: 4520.022461
	Iteration 40F: 3 clusters Score -713198.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -713208.500000 Penalty: 4520.022461
	Iteration 41Q: 3 clusters Score -713208.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -713216.937500 Penalty: 4520.022461
	Iteration 42Q: 3 clusters Score -713216.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -713223.812500 Penalty: 4520.022461
	Iteration 43Q: 3 clusters Score -713223.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -713226.125000 Penalty: 4520.022461
	Iteration 44Q: 3 clusters Score -713226.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -713228.437500 Penalty: 4520.022461
	Iteration 45Q: 3 clusters Score -713228.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -713235.312500 Penalty: 4520.022461
	Iteration 46Q: 3 clusters Score -713235.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -713239.937500 Penalty: 4520.022461
	Iteration 47Q: 3 clusters Score -713239.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -713246.875000 Penalty: 4520.022461
	Iteration 48Q: 3 clusters Score -713246.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -713248.812500 Penalty: 4520.022461
	Iteration 49Q: 3 clusters Score -713248.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -713253.312500 Penalty: 4520.022461
	Iteration 50Q: 3 clusters Score -713253.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -713255.250000 Penalty: 4520.022461
	Iteration 51Q: 3 clusters Score -713255.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -713255.500000 Penalty: 4520.022461
	Iteration 52Q: 3 clusters Score -713255.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -713255.187500 Penalty: 4520.022461
	Iteration 53Q: 3 clusters Score -713255.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -713258.375000 Penalty: 4520.022461
	Iteration 54Q: 3 clusters Score -713258.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -713261.000000 Penalty: 4520.022461
	Iteration 55Q: 3 clusters Score -713261 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -713259.437500 Penalty: 4520.022461
	Iteration 56Q: 3 clusters Score -713259.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -713261.937500 Penalty: 4520.022461
	Iteration 57Q: 3 clusters Score -713261.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -713261.937500 Penalty: 4520.022461
	Iteration 58F: 3 clusters Score -713261.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (11714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Entering Unmasked Estep 
Score: -889474.812500 Penalty: 2323.397949
	Iteration 0F: 2 clusters Score -889474.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -880714.750000 Penalty: 4646.795898
	Iteration 0F: 3 clusters Score -880714.8 nChanged 5009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -883671.875000 Penalty: 4646.795898
	Iteration 1F: 3 clusters Score -883671.9 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -884275.500000 Penalty: 4646.795898
	Iteration 2F: 3 clusters Score -884275.5 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -884816.062500 Penalty: 4646.795898
	Iteration 3F: 3 clusters Score -884816.1 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -885393.000000 Penalty: 4646.795898
	Iteration 4F: 3 clusters Score -885393 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -886095.812500 Penalty: 4646.795898
	Iteration 5F: 3 clusters Score -886095.8 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -887067.375000 Penalty: 4646.795898
	Iteration 6F: 3 clusters Score -887067.4 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -888175.437500 Penalty: 4646.795898
	Iteration 7F: 3 clusters Score -888175.4 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -889111.687500 Penalty: 4646.795898
	Iteration 8F: 3 clusters Score -889111.7 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -889681.437500 Penalty: 4646.795898
	Iteration 9Q: 3 clusters Score -889681.4 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -890043.500000 Penalty: 4646.795898
	Iteration 10Q: 3 clusters Score -890043.5 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -890284.312500 Penalty: 4646.795898
	Iteration 11Q: 3 clusters Score -890284.3 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -890487.000000 Penalty: 4646.795898
	Iteration 12Q: 3 clusters Score -890487 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -890645.250000 Penalty: 4646.795898
	Iteration 13Q: 3 clusters Score -890645.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -890785.750000 Penalty: 4646.795898
	Iteration 14Q: 3 clusters Score -890785.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -890897.500000 Penalty: 4646.795898
	Iteration 15Q: 3 clusters Score -890897.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -890996.250000 Penalty: 4646.795898
	Iteration 16Q: 3 clusters Score -890996.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -891078.000000 Penalty: 4646.795898
	Iteration 17Q: 3 clusters Score -891078 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -891172.687500 Penalty: 4646.795898
	Iteration 18Q: 3 clusters Score -891172.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -891237.812500 Penalty: 4646.795898
	Iteration 19Q: 3 clusters Score -891237.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -891354.250000 Penalty: 4646.795898
	Iteration 20F: 3 clusters Score -891354.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -891511.312500 Penalty: 4646.795898
	Iteration 21Q: 3 clusters Score -891511.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -891653.375000 Penalty: 4646.795898
	Iteration 22Q: 3 clusters Score -891653.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -891732.187500 Penalty: 4646.795898
	Iteration 23Q: 3 clusters Score -891732.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -891749.500000 Penalty: 4646.795898
	Iteration 24Q: 3 clusters Score -891749.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -891758.875000 Penalty: 4646.795898
	Iteration 25Q: 3 clusters Score -891758.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -891762.750000 Penalty: 4646.795898
	Iteration 26Q: 3 clusters Score -891762.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -891761.937500 Penalty: 4646.795898
	Iteration 27Q: 3 clusters Score -891761.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -891766.687500 Penalty: 4646.795898
	Iteration 28Q: 3 clusters Score -891766.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -891770.000000 Penalty: 4646.795898
	Iteration 29Q: 3 clusters Score -891770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -891768.062500 Penalty: 4646.795898
	Iteration 30Q: 3 clusters Score -891768.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -891769.562500 Penalty: 4646.795898
	Iteration 31Q: 3 clusters Score -891769.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -891772.437500 Penalty: 4646.795898
	Iteration 32Q: 3 clusters Score -891772.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -891772.937500 Penalty: 4646.795898
	Iteration 33Q: 3 clusters Score -891772.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -891772.750000 Penalty: 4646.795898
	Iteration 34Q: 3 clusters Score -891772.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -891776.000000 Penalty: 4646.795898
	Iteration 35Q: 3 clusters Score -891776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -891778.250000 Penalty: 4646.795898
	Iteration 36Q: 3 clusters Score -891778.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -891785.937500 Penalty: 4646.795898
	Iteration 37Q: 3 clusters Score -891785.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -891785.000000 Penalty: 4646.795898
	Iteration 38Q: 3 clusters Score -891785 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -891787.500000 Penalty: 4646.795898
	Iteration 39Q: 3 clusters Score -891787.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -891790.812500 Penalty: 4646.795898
	Iteration 40F: 3 clusters Score -891790.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -891792.000000 Penalty: 4646.795898
	Iteration 41Q: 3 clusters Score -891792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -891796.812500 Penalty: 4646.795898
	Iteration 42Q: 3 clusters Score -891796.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -891797.312500 Penalty: 4646.795898
	Iteration 43Q: 3 clusters Score -891797.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -891799.125000 Penalty: 4646.795898
	Iteration 44Q: 3 clusters Score -891799.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -891802.187500 Penalty: 4646.795898
	Iteration 45Q: 3 clusters Score -891802.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -891805.875000 Penalty: 4646.795898
	Iteration 46Q: 3 clusters Score -891805.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -891807.375000 Penalty: 4646.795898
	Iteration 47Q: 3 clusters Score -891807.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -891806.562500 Penalty: 4646.795898
	Iteration 48Q: 3 clusters Score -891806.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -891808.312500 Penalty: 4646.795898
	Iteration 49Q: 3 clusters Score -891808.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -891807.187500 Penalty: 4646.795898
	Iteration 50Q: 3 clusters Score -891807.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -891807.687500 Penalty: 4646.795898
	Iteration 51Q: 3 clusters Score -891807.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -891810.187500 Penalty: 4646.795898
	Iteration 52Q: 3 clusters Score -891810.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -891808.562500 Penalty: 4646.795898
	Iteration 53Q: 3 clusters Score -891808.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -891808.562500 Penalty: 4646.795898
	Iteration 54F: 3 clusters Score -891808.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 8929 members 
Mstep: Class 3 contains 587563 members 
Mstep: Class 4 contains 14433 members 
Mstep: Class 5 contains 12448 members 
Mstep: Class 6 contains 90393 members 
Mstep: Class 7 contains 12792 members 
Mstep: Class 8 contains 1344 members 
Mstep: Class 9 contains 80312 members 
Mstep: Class 10 contains 18792 members 
Mstep: Class 11 contains 153267 members 
Mstep: Class 12 contains 33421 members 
Mstep: Class 13 contains 8114 members 
Mstep: Class 14 contains 10463 members 
Mstep: Class 15 contains 2333 members 
Mstep: Class 16 contains 40488 members 
Mstep: Class 17 contains 6977 members 
Mstep: Class 18 contains 13427 members 
Mstep: Class 19 contains 38462 members 
Mstep: Class 20 contains 3715 members 
Mstep: Class 21 contains 9351 members 
Mstep: Class 22 contains 10127 members 
Mstep: Class 23 contains 9072 members 
Mstep: Class 24 contains 3190 members 
Mstep: Class 25 contains 30303 members 
Mstep: Class 26 contains 25756 members 
Mstep: Class 27 contains 13407 members 
Mstep: Class 28 contains 99889 members 
Mstep: Class 29 contains 102844 members 
Mstep: Class 30 contains 1597 members 
Mstep: Class 31 contains 1094 members 
Mstep: Class 32 contains 8524 members 
Entering Unmasked Estep 
Score: -111944416.000000 Penalty: 112659.960938
Splitting cluster 24 changes total score from -111923448.000000 to -111944416.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 25 (30303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30303 members 
Entering Unmasked Estep 
Score: -2329317.500000 Penalty: 2559.112549
	Iteration 0F: 2 clusters Score -2329318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -2308522.000000 Penalty: 5118.225098
	Iteration 0F: 3 clusters Score -2308522 nChanged 13590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -2316135.750000 Penalty: 5118.225098
	Iteration 1F: 3 clusters Score -2316136 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -2316935.500000 Penalty: 5118.225098
	Iteration 2F: 3 clusters Score -2316936 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -2317823.250000 Penalty: 5118.225098
	Iteration 3F: 3 clusters Score -2317823 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 16056 members 
Entering Unmasked Estep 
Score: -2318759.250000 Penalty: 5118.225098
	Iteration 4F: 3 clusters Score -2318759 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 16279 members 
Entering Unmasked Estep 
Score: -2319750.000000 Penalty: 5118.225098
	Iteration 5F: 3 clusters Score -2319750 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -2320778.750000 Penalty: 5118.225098
	Iteration 6F: 3 clusters Score -2320779 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -2321645.500000 Penalty: 5118.225098
	Iteration 7F: 3 clusters Score -2321646 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 17220 members 
Entering Unmasked Estep 
Score: -2322383.000000 Penalty: 5118.225098
	Iteration 8Q: 3 clusters Score -2322383 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
Score: -2323014.000000 Penalty: 5118.225098
	Iteration 9Q: 3 clusters Score -2323014 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 18072 members 
Entering Unmasked Estep 
Score: -2323540.250000 Penalty: 5118.225098
	Iteration 10Q: 3 clusters Score -2323540 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 18458 members 
Entering Unmasked Estep 
Score: -2323994.250000 Penalty: 5118.225098
	Iteration 11Q: 3 clusters Score -2323994 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 18870 members 
Entering Unmasked Estep 
Score: -2324366.750000 Penalty: 5118.225098
	Iteration 12Q: 3 clusters Score -2324367 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 19278 members 
Entering Unmasked Estep 
Score: -2324738.500000 Penalty: 5118.225098
	Iteration 13Q: 3 clusters Score -2324738 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 19677 members 
Entering Unmasked Estep 
Score: -2325052.750000 Penalty: 5118.225098
	Iteration 14Q: 3 clusters Score -2325053 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 20065 members 
Entering Unmasked Estep 
Score: -2325309.000000 Penalty: 5118.225098
	Iteration 15Q: 3 clusters Score -2325309 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 20456 members 
Entering Unmasked Estep 
Score: -2325494.250000 Penalty: 5118.225098
	Iteration 16Q: 3 clusters Score -2325494 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 20816 members 
Entering Unmasked Estep 
Score: -2325642.000000 Penalty: 5118.225098
	Iteration 17Q: 3 clusters Score -2325642 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 21159 members 
Entering Unmasked Estep 
Score: -2325779.000000 Penalty: 5118.225098
	Iteration 18Q: 3 clusters Score -2325779 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 21496 members 
Entering Unmasked Estep 
Score: -2325880.500000 Penalty: 5118.225098
	Iteration 19Q: 3 clusters Score -2325880 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 21830 members 
Entering Unmasked Estep 
Score: -2326008.000000 Penalty: 5118.225098
	Iteration 20F: 3 clusters Score -2326008 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 22170 members 
Entering Unmasked Estep 
Score: -2326132.500000 Penalty: 5118.225098
	Iteration 21Q: 3 clusters Score -2326132 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 22524 members 
Entering Unmasked Estep 
Score: -2326268.750000 Penalty: 5118.225098
	Iteration 22Q: 3 clusters Score -2326269 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 22883 members 
Entering Unmasked Estep 
Score: -2326398.500000 Penalty: 5118.225098
	Iteration 23Q: 3 clusters Score -2326398 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 23214 members 
Entering Unmasked Estep 
Score: -2326521.000000 Penalty: 5118.225098
	Iteration 24Q: 3 clusters Score -2326521 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 23529 members 
Entering Unmasked Estep 
Score: -2326639.500000 Penalty: 5118.225098
	Iteration 25Q: 3 clusters Score -2326640 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 23863 members 
Entering Unmasked Estep 
Score: -2326771.500000 Penalty: 5118.225098
	Iteration 26Q: 3 clusters Score -2326772 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 24169 members 
Entering Unmasked Estep 
Score: -2326887.250000 Penalty: 5118.225098
	Iteration 27Q: 3 clusters Score -2326887 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 24463 members 
Entering Unmasked Estep 
Score: -2326987.250000 Penalty: 5118.225098
	Iteration 28Q: 3 clusters Score -2326987 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 24735 members 
Entering Unmasked Estep 
Score: -2327080.250000 Penalty: 5118.225098
	Iteration 29Q: 3 clusters Score -2327080 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 24999 members 
Entering Unmasked Estep 
Score: -2327187.000000 Penalty: 5118.225098
	Iteration 30Q: 3 clusters Score -2327187 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 25272 members 
Entering Unmasked Estep 
Score: -2327288.500000 Penalty: 5118.225098
	Iteration 31Q: 3 clusters Score -2327288 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 25519 members 
Entering Unmasked Estep 
Score: -2327386.500000 Penalty: 5118.225098
	Iteration 32Q: 3 clusters Score -2327386 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 25773 members 
Entering Unmasked Estep 
Score: -2327514.000000 Penalty: 5118.225098
	Iteration 33Q: 3 clusters Score -2327514 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 26032 members 
Entering Unmasked Estep 
Score: -2327636.750000 Penalty: 5118.225098
	Iteration 34Q: 3 clusters Score -2327637 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 26288 members 
Entering Unmasked Estep 
Score: -2327785.500000 Penalty: 5118.225098
	Iteration 35Q: 3 clusters Score -2327786 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 26517 members 
Entering Unmasked Estep 
Score: -2327934.750000 Penalty: 5118.225098
	Iteration 36Q: 3 clusters Score -2327935 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 26746 members 
Entering Unmasked Estep 
Score: -2328089.750000 Penalty: 5118.225098
	Iteration 37Q: 3 clusters Score -2328090 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 26951 members 
Entering Unmasked Estep 
Score: -2328226.250000 Penalty: 5118.225098
	Iteration 38Q: 3 clusters Score -2328226 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 27151 members 
Entering Unmasked Estep 
Score: -2328376.000000 Penalty: 5118.225098
	Iteration 39Q: 3 clusters Score -2328376 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 27333 members 
Entering Unmasked Estep 
Score: -2328509.500000 Penalty: 5118.225098
	Iteration 40F: 3 clusters Score -2328510 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 27493 members 
Entering Unmasked Estep 
Score: -2328612.000000 Penalty: 5118.225098
	Iteration 41Q: 3 clusters Score -2328612 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 27615 members 
Entering Unmasked Estep 
Score: -2328678.000000 Penalty: 5118.225098
	Iteration 42Q: 3 clusters Score -2328678 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 27704 members 
Entering Unmasked Estep 
Score: -2328715.000000 Penalty: 5118.225098
	Iteration 43Q: 3 clusters Score -2328715 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 27774 members 
Entering Unmasked Estep 
Score: -2328742.000000 Penalty: 5118.225098
	Iteration 44Q: 3 clusters Score -2328742 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 27831 members 
Entering Unmasked Estep 
Score: -2328765.500000 Penalty: 5118.225098
	Iteration 45Q: 3 clusters Score -2328766 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 27875 members 
Entering Unmasked Estep 
Score: -2328778.250000 Penalty: 5118.225098
	Iteration 46Q: 3 clusters Score -2328778 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 27913 members 
Entering Unmasked Estep 
Score: -2328786.250000 Penalty: 5118.225098
	Iteration 47Q: 3 clusters Score -2328786 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 27941 members 
Entering Unmasked Estep 
Score: -2328802.750000 Penalty: 5118.225098
	Iteration 48Q: 3 clusters Score -2328803 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 27970 members 
Entering Unmasked Estep 
Score: -2328818.250000 Penalty: 5118.225098
	Iteration 49Q: 3 clusters Score -2328818 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 28002 members 
Entering Unmasked Estep 
Score: -2328826.250000 Penalty: 5118.225098
	Iteration 50Q: 3 clusters Score -2328826 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 28019 members 
Entering Unmasked Estep 
Score: -2328830.750000 Penalty: 5118.225098
	Iteration 51Q: 3 clusters Score -2328831 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 28031 members 
Entering Unmasked Estep 
Score: -2328828.500000 Penalty: 5118.225098
	Iteration 52Q: 3 clusters Score -2328828 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 28038 members 
Entering Unmasked Estep 
Score: -2328830.250000 Penalty: 5118.225098
	Iteration 53Q: 3 clusters Score -2328830 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 28047 members 
Entering Unmasked Estep 
Score: -2328833.750000 Penalty: 5118.225098
	Iteration 54Q: 3 clusters Score -2328834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 28055 members 
Entering Unmasked Estep 
Score: -2328833.000000 Penalty: 5118.225098
	Iteration 55Q: 3 clusters Score -2328833 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 28065 members 
Entering Unmasked Estep 
Score: -2328834.000000 Penalty: 5118.225098
	Iteration 56Q: 3 clusters Score -2328834 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 28074 members 
Entering Unmasked Estep 
Score: -2328841.750000 Penalty: 5118.225098
	Iteration 57Q: 3 clusters Score -2328842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 28082 members 
Entering Unmasked Estep 
Score: -2328845.500000 Penalty: 5118.225098
	Iteration 58Q: 3 clusters Score -2328846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 28085 members 
Entering Unmasked Estep 
Score: -2328842.750000 Penalty: 5118.225098
	Iteration 59Q: 3 clusters Score -2328843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 28087 members 
Entering Unmasked Estep 
Score: -2328841.500000 Penalty: 5118.225098
	Iteration 60F: 3 clusters Score -2328842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 28088 members 
Entering Unmasked Estep 
Score: -2328843.250000 Penalty: 5118.225098
	Iteration 61Q: 3 clusters Score -2328843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 28089 members 
Entering Unmasked Estep 
Score: -2328845.500000 Penalty: 5118.225098
	Iteration 62Q: 3 clusters Score -2328846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 28091 members 
Entering Unmasked Estep 
Score: -2328847.750000 Penalty: 5118.225098
	Iteration 63Q: 3 clusters Score -2328848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 28090 members 
Entering Unmasked Estep 
Score: -2328848.250000 Penalty: 5118.225098
	Iteration 64Q: 3 clusters Score -2328848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 28090 members 
Entering Unmasked Estep 
Score: -2328848.250000 Penalty: 5118.225098
	Iteration 65F: 3 clusters Score -2328848 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (25756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25756 members 
Entering Unmasked Estep 
Score: -2027543.375000 Penalty: 2518.792725
	Iteration 0F: 2 clusters Score -2027543 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -2009773.375000 Penalty: 5037.585449
	Iteration 0F: 3 clusters Score -2009773 nChanged 11512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -2015956.375000 Penalty: 5037.585449
	Iteration 1F: 3 clusters Score -2015956 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -2016512.125000 Penalty: 5037.585449
	Iteration 2F: 3 clusters Score -2016512 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -2017063.000000 Penalty: 5037.585449
	Iteration 3Q: 3 clusters Score -2017063 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -2017644.125000 Penalty: 5037.585449
	Iteration 4Q: 3 clusters Score -2017644 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -2018301.750000 Penalty: 5037.585449
	Iteration 5Q: 3 clusters Score -2018302 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -2019038.750000 Penalty: 5037.585449
	Iteration 6Q: 3 clusters Score -2019039 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -2019781.875000 Penalty: 5037.585449
	Iteration 7F: 3 clusters Score -2019782 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -2020648.625000 Penalty: 5037.585449
	Iteration 8F: 3 clusters Score -2020649 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
Score: -2021639.625000 Penalty: 5037.585449
	Iteration 9F: 3 clusters Score -2021640 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 17867 members 
Entering Unmasked Estep 
Score: -2022660.250000 Penalty: 5037.585449
	Iteration 10F: 3 clusters Score -2022660 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 19066 members 
Entering Unmasked Estep 
Score: -2023631.125000 Penalty: 5037.585449
	Iteration 11F: 3 clusters Score -2023631 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 20186 members 
Entering Unmasked Estep 
Score: -2024514.875000 Penalty: 5037.585449
	Iteration 12Q: 3 clusters Score -2024515 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 21120 members 
Entering Unmasked Estep 
Score: -2025185.875000 Penalty: 5037.585449
	Iteration 13Q: 3 clusters Score -2025186 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 21885 members 
Entering Unmasked Estep 
Score: -2025756.125000 Penalty: 5037.585449
	Iteration 14Q: 3 clusters Score -2025756 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 22520 members 
Entering Unmasked Estep 
Score: -2026253.250000 Penalty: 5037.585449
	Iteration 15Q: 3 clusters Score -2026253 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 23031 members 
Entering Unmasked Estep 
Score: -2026629.500000 Penalty: 5037.585449
	Iteration 16Q: 3 clusters Score -2026630 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 23388 members 
Entering Unmasked Estep 
Score: -2026889.125000 Penalty: 5037.585449
	Iteration 17Q: 3 clusters Score -2026889 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 23661 members 
Entering Unmasked Estep 
Score: -2027067.250000 Penalty: 5037.585449
	Iteration 18Q: 3 clusters Score -2027067 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 23852 members 
Entering Unmasked Estep 
Score: -2027192.625000 Penalty: 5037.585449
	Iteration 19Q: 3 clusters Score -2027193 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 23996 members 
Entering Unmasked Estep 
Score: -2027266.625000 Penalty: 5037.585449
	Iteration 20F: 3 clusters Score -2027267 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 24095 members 
Entering Unmasked Estep 
Score: -2027319.125000 Penalty: 5037.585449
	Iteration 21Q: 3 clusters Score -2027319 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 24172 members 
Entering Unmasked Estep 
Score: -2027349.750000 Penalty: 5037.585449
	Iteration 22Q: 3 clusters Score -2027350 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 24220 members 
Entering Unmasked Estep 
Score: -2027367.750000 Penalty: 5037.585449
	Iteration 23Q: 3 clusters Score -2027368 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 24249 members 
Entering Unmasked Estep 
Score: -2027375.750000 Penalty: 5037.585449
	Iteration 24Q: 3 clusters Score -2027376 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 24275 members 
Entering Unmasked Estep 
Score: -2027381.375000 Penalty: 5037.585449
	Iteration 25Q: 3 clusters Score -2027381 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 24283 members 
Entering Unmasked Estep 
Score: -2027381.750000 Penalty: 5037.585449
	Iteration 26Q: 3 clusters Score -2027382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 24288 members 
Entering Unmasked Estep 
Score: -2027385.375000 Penalty: 5037.585449
	Iteration 27Q: 3 clusters Score -2027385 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 24294 members 
Entering Unmasked Estep 
Score: -2027383.125000 Penalty: 5037.585449
	Iteration 28Q: 3 clusters Score -2027383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 24296 members 
Entering Unmasked Estep 
Score: -2027384.875000 Penalty: 5037.585449
	Iteration 29Q: 3 clusters Score -2027385 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 24297 members 
Entering Unmasked Estep 
Score: -2027383.625000 Penalty: 5037.585449
	Iteration 30Q: 3 clusters Score -2027384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 24300 members 
Entering Unmasked Estep 
Score: -2027386.000000 Penalty: 5037.585449
	Iteration 31Q: 3 clusters Score -2027386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 24302 members 
Entering Unmasked Estep 
Score: -2027382.750000 Penalty: 5037.585449
	Iteration 32Q: 3 clusters Score -2027383 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 24302 members 
Entering Unmasked Estep 
Score: -2027382.750000 Penalty: 5037.585449
	Iteration 33F: 3 clusters Score -2027383 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 8929 members 
Mstep: Class 3 contains 587563 members 
Mstep: Class 4 contains 14433 members 
Mstep: Class 5 contains 12448 members 
Mstep: Class 6 contains 90393 members 
Mstep: Class 7 contains 12792 members 
Mstep: Class 8 contains 1344 members 
Mstep: Class 9 contains 80312 members 
Mstep: Class 10 contains 18792 members 
Mstep: Class 11 contains 153267 members 
Mstep: Class 12 contains 33421 members 
Mstep: Class 13 contains 8114 members 
Mstep: Class 14 contains 10463 members 
Mstep: Class 15 contains 2333 members 
Mstep: Class 16 contains 40488 members 
Mstep: Class 17 contains 6977 members 
Mstep: Class 18 contains 13427 members 
Mstep: Class 19 contains 38462 members 
Mstep: Class 20 contains 3715 members 
Mstep: Class 21 contains 9351 members 
Mstep: Class 22 contains 10127 members 
Mstep: Class 23 contains 9072 members 
Mstep: Class 24 contains 3190 members 
Mstep: Class 25 contains 30303 members 
Mstep: Class 26 contains 25756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111956128.000000 Penalty: 112659.960938
Iteration 79Q: 33 clusters Score -1.119561e+08 nChanged 24086
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 8923 members 
Mstep: Class 3 contains 594889 members 
Mstep: Class 4 contains 14394 members 
Mstep: Class 5 contains 12551 members 
Mstep: Class 6 contains 89792 members 
Mstep: Class 7 contains 12897 members 
Mstep: Class 8 contains 1600 members 
Mstep: Class 9 contains 79825 members 
Mstep: Class 10 contains 18632 members 
Mstep: Class 11 contains 153217 members 
Mstep: Class 12 contains 33272 members 
Mstep: Class 13 contains 8122 members 
Mstep: Class 14 contains 10481 members 
Mstep: Class 15 contains 2340 members 
Mstep: Class 16 contains 40739 members 
Mstep: Class 17 contains 7058 members 
Mstep: Class 18 contains 13308 members 
Mstep: Class 19 contains 38321 members 
Mstep: Class 20 contains 3688 members 
Mstep: Class 21 contains 10115 members 
Mstep: Class 22 contains 10405 members 
Mstep: Class 23 contains 9071 members 
Mstep: Class 24 contains 3771 members 
Mstep: Class 25 contains 30578 members 
Mstep: Class 26 contains 25816 members 
Mstep: Class 27 contains 13567 members 
Mstep: Class 28 contains 97829 members 
Mstep: Class 29 contains 96650 members 
Mstep: Class 30 contains 1501 members 
Mstep: Class 31 contains 1049 members 
Mstep: Class 32 contains 8348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111965552.000000 Penalty: 112659.960938
Iteration 80F: 33 clusters Score -1.119656e+08 nChanged 18612
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 8777 members 
Mstep: Class 3 contains 595338 members 
Mstep: Class 4 contains 14012 members 
Mstep: Class 5 contains 12796 members 
Mstep: Class 6 contains 88903 members 
Mstep: Class 7 contains 12852 members 
Mstep: Class 8 contains 1776 members 
Mstep: Class 9 contains 79510 members 
Mstep: Class 10 contains 18482 members 
Mstep: Class 11 contains 152998 members 
Mstep: Class 12 contains 33078 members 
Mstep: Class 13 contains 8132 members 
Mstep: Class 14 contains 10414 members 
Mstep: Class 15 contains 2346 members 
Mstep: Class 16 contains 40919 members 
Mstep: Class 17 contains 7062 members 
Mstep: Class 18 contains 13135 members 
Mstep: Class 19 contains 37974 members 
Mstep: Class 20 contains 3628 members 
Mstep: Class 21 contains 10668 members 
Mstep: Class 22 contains 10484 members 
Mstep: Class 23 contains 9051 members 
Mstep: Class 24 contains 4012 members 
Mstep: Class 25 contains 30396 members 
Mstep: Class 26 contains 25754 members 
Mstep: Class 27 contains 13754 members 
Mstep: Class 28 contains 99088 members 
Mstep: Class 29 contains 96284 members 
Mstep: Class 30 contains 1678 members 
Mstep: Class 31 contains 1270 members 
Mstep: Class 32 contains 8306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111968968.000000 Penalty: 112659.960938
Iteration 81Q: 33 clusters Score -1.11969e+08 nChanged 10858
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 8676 members 
Mstep: Class 3 contains 595827 members 
Mstep: Class 4 contains 13749 members 
Mstep: Class 5 contains 13148 members 
Mstep: Class 6 contains 88130 members 
Mstep: Class 7 contains 12839 members 
Mstep: Class 8 contains 1893 members 
Mstep: Class 9 contains 79186 members 
Mstep: Class 10 contains 18352 members 
Mstep: Class 11 contains 152895 members 
Mstep: Class 12 contains 32859 members 
Mstep: Class 13 contains 8152 members 
Mstep: Class 14 contains 10385 members 
Mstep: Class 15 contains 2352 members 
Mstep: Class 16 contains 41114 members 
Mstep: Class 17 contains 7042 members 
Mstep: Class 18 contains 12990 members 
Mstep: Class 19 contains 37686 members 
Mstep: Class 20 contains 3596 members 
Mstep: Class 21 contains 11146 members 
Mstep: Class 22 contains 10577 members 
Mstep: Class 23 contains 9036 members 
Mstep: Class 24 contains 4147 members 
Mstep: Class 25 contains 30259 members 
Mstep: Class 26 contains 25717 members 
Mstep: Class 27 contains 13983 members 
Mstep: Class 28 contains 99918 members 
Mstep: Class 29 contains 95839 members 
Mstep: Class 30 contains 1779 members 
Mstep: Class 31 contains 1416 members 
Mstep: Class 32 contains 8274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111970128.000000 Penalty: 112659.960938
Iteration 82Q: 33 clusters Score -1.119701e+08 nChanged 8103
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 8621 members 
Mstep: Class 3 contains 596358 members 
Mstep: Class 4 contains 13504 members 
Mstep: Class 5 contains 13489 members 
Mstep: Class 6 contains 87416 members 
Mstep: Class 7 contains 12814 members 
Mstep: Class 8 contains 1952 members 
Mstep: Class 9 contains 78878 members 
Mstep: Class 10 contains 18227 members 
Mstep: Class 11 contains 152840 members 
Mstep: Class 12 contains 32642 members 
Mstep: Class 13 contains 8170 members 
Mstep: Class 14 contains 10366 members 
Mstep: Class 15 contains 2363 members 
Mstep: Class 16 contains 41321 members 
Mstep: Class 17 contains 7022 members 
Mstep: Class 18 contains 12840 members 
Mstep: Class 19 contains 37426 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 11590 members 
Mstep: Class 22 contains 10642 members 
Mstep: Class 23 contains 9025 members 
Mstep: Class 24 contains 4260 members 
Mstep: Class 25 contains 30160 members 
Mstep: Class 26 contains 25658 members 
Mstep: Class 27 contains 14214 members 
Mstep: Class 28 contains 100642 members 
Mstep: Class 29 contains 95383 members 
Mstep: Class 30 contains 1851 members 
Mstep: Class 31 contains 1515 members 
Mstep: Class 32 contains 8263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111970776.000000 Penalty: 112659.960938
Iteration 83Q: 33 clusters Score -1.119708e+08 nChanged 6556
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 8582 members 
Mstep: Class 3 contains 596913 members 
Mstep: Class 4 contains 13281 members 
Mstep: Class 5 contains 13815 members 
Mstep: Class 6 contains 86716 members 
Mstep: Class 7 contains 12800 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 78598 members 
Mstep: Class 10 contains 18139 members 
Mstep: Class 11 contains 152779 members 
Mstep: Class 12 contains 32413 members 
Mstep: Class 13 contains 8181 members 
Mstep: Class 14 contains 10340 members 
Mstep: Class 15 contains 2373 members 
Mstep: Class 16 contains 41517 members 
Mstep: Class 17 contains 7003 members 
Mstep: Class 18 contains 12690 members 
Mstep: Class 19 contains 37219 members 
Mstep: Class 20 contains 3557 members 
Mstep: Class 21 contains 12013 members 
Mstep: Class 22 contains 10684 members 
Mstep: Class 23 contains 9021 members 
Mstep: Class 24 contains 4363 members 
Mstep: Class 25 contains 30091 members 
Mstep: Class 26 contains 25628 members 
Mstep: Class 27 contains 14450 members 
Mstep: Class 28 contains 101254 members 
Mstep: Class 29 contains 94900 members 
Mstep: Class 30 contains 1918 members 
Mstep: Class 31 contains 1587 members 
Mstep: Class 32 contains 8250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111971656.000000 Penalty: 112659.960938
Iteration 84Q: 33 clusters Score -1.119717e+08 nChanged 5568
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 8558 members 
Mstep: Class 3 contains 597439 members 
Mstep: Class 4 contains 13109 members 
Mstep: Class 5 contains 14105 members 
Mstep: Class 6 contains 86055 members 
Mstep: Class 7 contains 12799 members 
Mstep: Class 8 contains 2031 members 
Mstep: Class 9 contains 78310 members 
Mstep: Class 10 contains 18072 members 
Mstep: Class 11 contains 152732 members 
Mstep: Class 12 contains 32196 members 
Mstep: Class 13 contains 8193 members 
Mstep: Class 14 contains 10322 members 
Mstep: Class 15 contains 2384 members 
Mstep: Class 16 contains 41705 members 
Mstep: Class 17 contains 6988 members 
Mstep: Class 18 contains 12521 members 
Mstep: Class 19 contains 37038 members 
Mstep: Class 20 contains 3545 members 
Mstep: Class 21 contains 12430 members 
Mstep: Class 22 contains 10729 members 
Mstep: Class 23 contains 9009 members 
Mstep: Class 24 contains 4453 members 
Mstep: Class 25 contains 30075 members 
Mstep: Class 26 contains 25605 members 
Mstep: Class 27 contains 14647 members 
Mstep: Class 28 contains 101836 members 
Mstep: Class 29 contains 94374 members 
Mstep: Class 30 contains 1959 members 
Mstep: Class 31 contains 1649 members 
Mstep: Class 32 contains 8246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111972584.000000 Penalty: 112659.960938
Iteration 85Q: 33 clusters Score -1.119726e+08 nChanged 4850
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 8542 members 
Mstep: Class 3 contains 597909 members 
Mstep: Class 4 contains 12953 members 
Mstep: Class 5 contains 14413 members 
Mstep: Class 6 contains 85455 members 
Mstep: Class 7 contains 12798 members 
Mstep: Class 8 contains 2066 members 
Mstep: Class 9 contains 78045 members 
Mstep: Class 10 contains 18016 members 
Mstep: Class 11 contains 152704 members 
Mstep: Class 12 contains 31954 members 
Mstep: Class 13 contains 8198 members 
Mstep: Class 14 contains 10316 members 
Mstep: Class 15 contains 2388 members 
Mstep: Class 16 contains 41907 members 
Mstep: Class 17 contains 6970 members 
Mstep: Class 18 contains 12372 members 
Mstep: Class 19 contains 36907 members 
Mstep: Class 20 contains 3536 members 
Mstep: Class 21 contains 12773 members 
Mstep: Class 22 contains 10791 members 
Mstep: Class 23 contains 9008 members 
Mstep: Class 24 contains 4540 members 
Mstep: Class 25 contains 30029 members 
Mstep: Class 26 contains 25576 members 
Mstep: Class 27 contains 14817 members 
Mstep: Class 28 contains 102335 members 
Mstep: Class 29 contains 93899 members 
Mstep: Class 30 contains 1985 members 
Mstep: Class 31 contains 1693 members 
Mstep: Class 32 contains 8240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111973432.000000 Penalty: 112659.960938
Iteration 86Q: 33 clusters Score -1.119734e+08 nChanged 4363
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 8530 members 
Mstep: Class 3 contains 598438 members 
Mstep: Class 4 contains 12820 members 
Mstep: Class 5 contains 14691 members 
Mstep: Class 6 contains 84879 members 
Mstep: Class 7 contains 12799 members 
Mstep: Class 8 contains 2083 members 
Mstep: Class 9 contains 77788 members 
Mstep: Class 10 contains 17958 members 
Mstep: Class 11 contains 152657 members 
Mstep: Class 12 contains 31705 members 
Mstep: Class 13 contains 8204 members 
Mstep: Class 14 contains 10307 members 
Mstep: Class 15 contains 2391 members 
Mstep: Class 16 contains 42117 members 
Mstep: Class 17 contains 6967 members 
Mstep: Class 18 contains 12224 members 
Mstep: Class 19 contains 36807 members 
Mstep: Class 20 contains 3533 members 
Mstep: Class 21 contains 13121 members 
Mstep: Class 22 contains 10829 members 
Mstep: Class 23 contains 8998 members 
Mstep: Class 24 contains 4601 members 
Mstep: Class 25 contains 29984 members 
Mstep: Class 26 contains 25544 members 
Mstep: Class 27 contains 14958 members 
Mstep: Class 28 contains 102779 members 
Mstep: Class 29 contains 93454 members 
Mstep: Class 30 contains 2002 members 
Mstep: Class 31 contains 1738 members 
Mstep: Class 32 contains 8233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111973504.000000 Penalty: 112659.960938
Iteration 87Q: 33 clusters Score -1.119735e+08 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 8524 members 
Mstep: Class 3 contains 598950 members 
Mstep: Class 4 contains 12700 members 
Mstep: Class 5 contains 14933 members 
Mstep: Class 6 contains 84375 members 
Mstep: Class 7 contains 12792 members 
Mstep: Class 8 contains 2095 members 
Mstep: Class 9 contains 77534 members 
Mstep: Class 10 contains 17900 members 
Mstep: Class 11 contains 152606 members 
Mstep: Class 12 contains 31483 members 
Mstep: Class 13 contains 8208 members 
Mstep: Class 14 contains 10293 members 
Mstep: Class 15 contains 2401 members 
Mstep: Class 16 contains 42298 members 
Mstep: Class 17 contains 6956 members 
Mstep: Class 18 contains 12111 members 
Mstep: Class 19 contains 36739 members 
Mstep: Class 20 contains 3533 members 
Mstep: Class 21 contains 13446 members 
Mstep: Class 22 contains 10848 members 
Mstep: Class 23 contains 8987 members 
Mstep: Class 24 contains 4648 members 
Mstep: Class 25 contains 29945 members 
Mstep: Class 26 contains 25519 members 
Mstep: Class 27 contains 15080 members 
Mstep: Class 28 contains 103175 members 
Mstep: Class 29 contains 93053 members 
Mstep: Class 30 contains 2023 members 
Mstep: Class 31 contains 1773 members 
Mstep: Class 32 contains 8232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111974112.000000 Penalty: 112659.960938
Iteration 88Q: 33 clusters Score -1.119741e+08 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 8520 members 
Mstep: Class 3 contains 599403 members 
Mstep: Class 4 contains 12627 members 
Mstep: Class 5 contains 15211 members 
Mstep: Class 6 contains 83883 members 
Mstep: Class 7 contains 12785 members 
Mstep: Class 8 contains 2105 members 
Mstep: Class 9 contains 77307 members 
Mstep: Class 10 contains 17870 members 
Mstep: Class 11 contains 152556 members 
Mstep: Class 12 contains 31295 members 
Mstep: Class 13 contains 8214 members 
Mstep: Class 14 contains 10286 members 
Mstep: Class 15 contains 2406 members 
Mstep: Class 16 contains 42475 members 
Mstep: Class 17 contains 6939 members 
Mstep: Class 18 contains 12001 members 
Mstep: Class 19 contains 36670 members 
Mstep: Class 20 contains 3532 members 
Mstep: Class 21 contains 13713 members 
Mstep: Class 22 contains 10874 members 
Mstep: Class 23 contains 8976 members 
Mstep: Class 24 contains 4682 members 
Mstep: Class 25 contains 29910 members 
Mstep: Class 26 contains 25506 members 
Mstep: Class 27 contains 15187 members 
Mstep: Class 28 contains 103467 members 
Mstep: Class 29 contains 92700 members 
Mstep: Class 30 contains 2041 members 
Mstep: Class 31 contains 1799 members 
Mstep: Class 32 contains 8229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111974728.000000 Penalty: 112659.960938
Iteration 89Q: 33 clusters Score -1.119747e+08 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 8511 members 
Mstep: Class 3 contains 599812 members 
Mstep: Class 4 contains 12528 members 
Mstep: Class 5 contains 15480 members 
Mstep: Class 6 contains 83443 members 
Mstep: Class 7 contains 12776 members 
Mstep: Class 8 contains 2109 members 
Mstep: Class 9 contains 77088 members 
Mstep: Class 10 contains 17852 members 
Mstep: Class 11 contains 152522 members 
Mstep: Class 12 contains 31143 members 
Mstep: Class 13 contains 8217 members 
Mstep: Class 14 contains 10282 members 
Mstep: Class 15 contains 2412 members 
Mstep: Class 16 contains 42613 members 
Mstep: Class 17 contains 6932 members 
Mstep: Class 18 contains 11887 members 
Mstep: Class 19 contains 36634 members 
Mstep: Class 20 contains 3532 members 
Mstep: Class 21 contains 13970 members 
Mstep: Class 22 contains 10901 members 
Mstep: Class 23 contains 8966 members 
Mstep: Class 24 contains 4703 members 
Mstep: Class 25 contains 29876 members 
Mstep: Class 26 contains 25493 members 
Mstep: Class 27 contains 15274 members 
Mstep: Class 28 contains 103737 members 
Mstep: Class 29 contains 92368 members 
Mstep: Class 30 contains 2060 members 
Mstep: Class 31 contains 1833 members 
Mstep: Class 32 contains 8226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111975648.000000 Penalty: 112659.960938
Iteration 90Q: 33 clusters Score -1.119756e+08 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 8502 members 
Mstep: Class 3 contains 600211 members 
Mstep: Class 4 contains 12436 members 
Mstep: Class 5 contains 15764 members 
Mstep: Class 6 contains 83022 members 
Mstep: Class 7 contains 12766 members 
Mstep: Class 8 contains 2111 members 
Mstep: Class 9 contains 76891 members 
Mstep: Class 10 contains 17841 members 
Mstep: Class 11 contains 152494 members 
Mstep: Class 12 contains 30996 members 
Mstep: Class 13 contains 8221 members 
Mstep: Class 14 contains 10279 members 
Mstep: Class 15 contains 2414 members 
Mstep: Class 16 contains 42753 members 
Mstep: Class 17 contains 6922 members 
Mstep: Class 18 contains 11798 members 
Mstep: Class 19 contains 36608 members 
Mstep: Class 20 contains 3532 members 
Mstep: Class 21 contains 14191 members 
Mstep: Class 22 contains 10919 members 
Mstep: Class 23 contains 8959 members 
Mstep: Class 24 contains 4727 members 
Mstep: Class 25 contains 29856 members 
Mstep: Class 26 contains 25474 members 
Mstep: Class 27 contains 15351 members 
Mstep: Class 28 contains 103958 members 
Mstep: Class 29 contains 92036 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 1869 members 
Mstep: Class 32 contains 8227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111975960.000000 Penalty: 112659.960938
Iteration 91Q: 33 clusters Score -1.11976e+08 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 8490 members 
Mstep: Class 3 contains 600580 members 
Mstep: Class 4 contains 12367 members 
Mstep: Class 5 contains 16015 members 
Mstep: Class 6 contains 82661 members 
Mstep: Class 7 contains 12747 members 
Mstep: Class 8 contains 2113 members 
Mstep: Class 9 contains 76726 members 
Mstep: Class 10 contains 17824 members 
Mstep: Class 11 contains 152455 members 
Mstep: Class 12 contains 30861 members 
Mstep: Class 13 contains 8223 members 
Mstep: Class 14 contains 10276 members 
Mstep: Class 15 contains 2420 members 
Mstep: Class 16 contains 42876 members 
Mstep: Class 17 contains 6914 members 
Mstep: Class 18 contains 11730 members 
Mstep: Class 19 contains 36568 members 
Mstep: Class 20 contains 3532 members 
Mstep: Class 21 contains 14404 members 
Mstep: Class 22 contains 10932 members 
Mstep: Class 23 contains 8952 members 
Mstep: Class 24 contains 4752 members 
Mstep: Class 25 contains 29844 members 
Mstep: Class 26 contains 25457 members 
Mstep: Class 27 contains 15431 members 
Mstep: Class 28 contains 104153 members 
Mstep: Class 29 contains 91700 members 
Mstep: Class 30 contains 2083 members 
Mstep: Class 31 contains 1897 members 
Mstep: Class 32 contains 8226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111975904.000000 Penalty: 112659.960938
Iteration 92Q: 33 clusters Score -1.119759e+08 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 8486 members 
Mstep: Class 3 contains 600874 members 
Mstep: Class 4 contains 12323 members 
Mstep: Class 5 contains 16252 members 
Mstep: Class 6 contains 82341 members 
Mstep: Class 7 contains 12732 members 
Mstep: Class 8 contains 2113 members 
Mstep: Class 9 contains 76590 members 
Mstep: Class 10 contains 17817 members 
Mstep: Class 11 contains 152436 members 
Mstep: Class 12 contains 30740 members 
Mstep: Class 13 contains 8225 members 
Mstep: Class 14 contains 10267 members 
Mstep: Class 15 contains 2426 members 
Mstep: Class 16 contains 42981 members 
Mstep: Class 17 contains 6913 members 
Mstep: Class 18 contains 11667 members 
Mstep: Class 19 contains 36538 members 
Mstep: Class 20 contains 3532 members 
Mstep: Class 21 contains 14571 members 
Mstep: Class 22 contains 10954 members 
Mstep: Class 23 contains 8948 members 
Mstep: Class 24 contains 4763 members 
Mstep: Class 25 contains 29835 members 
Mstep: Class 26 contains 25445 members 
Mstep: Class 27 contains 15497 members 
Mstep: Class 28 contains 104334 members 
Mstep: Class 29 contains 91395 members 
Mstep: Class 30 contains 2092 members 
Mstep: Class 31 contains 1920 members 
Mstep: Class 32 contains 8225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111975960.000000 Penalty: 112659.960938
Iteration 93Q: 33 clusters Score -1.11976e+08 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 8485 members 
Mstep: Class 3 contains 601114 members 
Mstep: Class 4 contains 12270 members 
Mstep: Class 5 contains 16480 members 
Mstep: Class 6 contains 82056 members 
Mstep: Class 7 contains 12715 members 
Mstep: Class 8 contains 2114 members 
Mstep: Class 9 contains 76455 members 
Mstep: Class 10 contains 17808 members 
Mstep: Class 11 contains 152415 members 
Mstep: Class 12 contains 30624 members 
Mstep: Class 13 contains 8221 members 
Mstep: Class 14 contains 10262 members 
Mstep: Class 15 contains 2430 members 
Mstep: Class 16 contains 43090 members 
Mstep: Class 17 contains 6908 members 
Mstep: Class 18 contains 11619 members 
Mstep: Class 19 contains 36509 members 
Mstep: Class 20 contains 3533 members 
Mstep: Class 21 contains 14737 members 
Mstep: Class 22 contains 10958 members 
Mstep: Class 23 contains 8944 members 
Mstep: Class 24 contains 4777 members 
Mstep: Class 25 contains 29825 members 
Mstep: Class 26 contains 25434 members 
Mstep: Class 27 contains 15558 members 
Mstep: Class 28 contains 104492 members 
Mstep: Class 29 contains 91155 members 
Mstep: Class 30 contains 2101 members 
Mstep: Class 31 contains 1939 members 
Mstep: Class 32 contains 8227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111976040.000000 Penalty: 112659.960938
Iteration 94Q: 33 clusters Score -1.11976e+08 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 8482 members 
Mstep: Class 3 contains 601331 members 
Mstep: Class 4 contains 12209 members 
Mstep: Class 5 contains 16709 members 
Mstep: Class 6 contains 81786 members 
Mstep: Class 7 contains 12705 members 
Mstep: Class 8 contains 2123 members 
Mstep: Class 9 contains 76333 members 
Mstep: Class 10 contains 17798 members 
Mstep: Class 11 contains 152401 members 
Mstep: Class 12 contains 30530 members 
Mstep: Class 13 contains 8218 members 
Mstep: Class 14 contains 10261 members 
Mstep: Class 15 contains 2436 members 
Mstep: Class 16 contains 43177 members 
Mstep: Class 17 contains 6899 members 
Mstep: Class 18 contains 11581 members 
Mstep: Class 19 contains 36489 members 
Mstep: Class 20 contains 3533 members 
Mstep: Class 21 contains 14895 members 
Mstep: Class 22 contains 10952 members 
Mstep: Class 23 contains 8945 members 
Mstep: Class 24 contains 4789 members 
Mstep: Class 25 contains 29814 members 
Mstep: Class 26 contains 25421 members 
Mstep: Class 27 contains 15607 members 
Mstep: Class 28 contains 104631 members 
Mstep: Class 29 contains 90935 members 
Mstep: Class 30 contains 2113 members 
Mstep: Class 31 contains 1955 members 
Mstep: Class 32 contains 8227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111976424.000000 Penalty: 112659.960938
Iteration 95Q: 33 clusters Score -1.119764e+08 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 8480 members 
Mstep: Class 3 contains 601518 members 
Mstep: Class 4 contains 12154 members 
Mstep: Class 5 contains 16955 members 
Mstep: Class 6 contains 81541 members 
Mstep: Class 7 contains 12695 members 
Mstep: Class 8 contains 2133 members 
Mstep: Class 9 contains 76231 members 
Mstep: Class 10 contains 17794 members 
Mstep: Class 11 contains 152386 members 
Mstep: Class 12 contains 30443 members 
Mstep: Class 13 contains 8220 members 
Mstep: Class 14 contains 10256 members 
Mstep: Class 15 contains 2443 members 
Mstep: Class 16 contains 43264 members 
Mstep: Class 17 contains 6888 members 
Mstep: Class 18 contains 11546 members 
Mstep: Class 19 contains 36464 members 
Mstep: Class 20 contains 3533 members 
Mstep: Class 21 contains 15021 members 
Mstep: Class 22 contains 10946 members 
Mstep: Class 23 contains 8941 members 
Mstep: Class 24 contains 4796 members 
Mstep: Class 25 contains 29794 members 
Mstep: Class 26 contains 25406 members 
Mstep: Class 27 contains 15654 members 
Mstep: Class 28 contains 104740 members 
Mstep: Class 29 contains 90736 members 
Mstep: Class 30 contains 2122 members 
Mstep: Class 31 contains 1974 members 
Mstep: Class 32 contains 8225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111976296.000000 Penalty: 112659.960938
Iteration 96Q: 33 clusters Score -1.119763e+08 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 8477 members 
Mstep: Class 3 contains 601645 members 
Mstep: Class 4 contains 12097 members 
Mstep: Class 5 contains 17186 members 
Mstep: Class 6 contains 81349 members 
Mstep: Class 7 contains 12680 members 
Mstep: Class 8 contains 2138 members 
Mstep: Class 9 contains 76129 members 
Mstep: Class 10 contains 17786 members 
Mstep: Class 11 contains 152375 members 
Mstep: Class 12 contains 30369 members 
Mstep: Class 13 contains 8217 members 
Mstep: Class 14 contains 10250 members 
Mstep: Class 15 contains 2449 members 
Mstep: Class 16 contains 43339 members 
Mstep: Class 17 contains 6882 members 
Mstep: Class 18 contains 11529 members 
Mstep: Class 19 contains 36437 members 
Mstep: Class 20 contains 3532 members 
Mstep: Class 21 contains 15130 members 
Mstep: Class 22 contains 10952 members 
Mstep: Class 23 contains 8937 members 
Mstep: Class 24 contains 4802 members 
Mstep: Class 25 contains 29786 members 
Mstep: Class 26 contains 25394 members 
Mstep: Class 27 contains 15697 members 
Mstep: Class 28 contains 104844 members 
Mstep: Class 29 contains 90573 members 
Mstep: Class 30 contains 2134 members 
Mstep: Class 31 contains 1988 members 
Mstep: Class 32 contains 8224 members 
Entering Unmasked Estep 
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Score: -111976432.000000 Penalty: 112659.960938
Iteration 97Q: 33 clusters Score -1.119764e+08 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 8477 members 
Mstep: Class 3 contains 601739 members 
Mstep: Class 4 contains 12050 members 
Mstep: Class 5 contains 17406 members 
Mstep: Class 6 contains 81172 members 
Mstep: Class 7 contains 12671 members 
Mstep: Class 8 contains 2142 members 
Mstep: Class 9 contains 76056 members 
Mstep: Class 10 contains 17777 members 
Mstep: Class 11 contains 152350 members 
Mstep: Class 12 contains 30310 members 
Mstep: Class 13 contains 8216 members 
Mstep: Class 14 contains 10249 members 
Mstep: Class 15 contains 2456 members 
Mstep: Class 16 contains 43400 members 
Mstep: Class 17 contains 6876 members 
Mstep: Class 18 contains 11502 members 
Mstep: Class 19 contains 36405 members 
Mstep: Class 20 contains 3532 members 
Mstep: Class 21 contains 15245 members 
Mstep: Class 22 contains 10954 members 
Mstep: Class 23 contains 8930 members 
Mstep: Class 24 contains 4810 members 
Mstep: Class 25 contains 29786 members 
Mstep: Class 26 contains 25383 members 
Mstep: Class 27 contains 15735 members 
Mstep: Class 28 contains 104951 members 
Mstep: Class 29 contains 90398 members 
Mstep: Class 30 contains 2145 members 
Mstep: Class 31 contains 1995 members 
Mstep: Class 32 contains 8223 members 
Entering Unmasked Estep 
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Iteration 98Q: 33 clusters Score -1.119764e+08 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 8474 members 
Mstep: Class 3 contains 601838 members 
Mstep: Class 4 contains 12009 members 
Mstep: Class 5 contains 17646 members 
Mstep: Class 6 contains 81021 members 
Mstep: Class 7 contains 12657 members 
Mstep: Class 8 contains 2146 members 
Mstep: Class 9 contains 75964 members 
Mstep: Class 10 contains 17772 members 
Mstep: Class 11 contains 152337 members 
Mstep: Class 12 contains 30239 members 
Mstep: Class 13 contains 8216 members 
Mstep: Class 14 contains 10244 members 
Mstep: Class 15 contains 2459 members 
Mstep: Class 16 contains 43465 members 
Mstep: Class 17 contains 6874 members 
Mstep: Class 18 contains 11474 members 
Mstep: Class 19 contains 36389 members 
Mstep: Class 20 contains 3532 members 
Mstep: Class 21 contains 15357 members 
Mstep: Class 22 contains 10947 members 
Mstep: Class 23 contains 8924 members 
Mstep: Class 24 contains 4822 members 
Mstep: Class 25 contains 29776 members 
Mstep: Class 26 contains 25374 members 
Mstep: Class 27 contains 15772 members 
Mstep: Class 28 contains 105005 members 
Mstep: Class 29 contains 90236 members 
Mstep: Class 30 contains 2159 members 
Mstep: Class 31 contains 2007 members 
Mstep: Class 32 contains 8223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111976512.000000 Penalty: 112659.960938
Iteration 99Q: 33 clusters Score -1.119765e+08 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 8473 members 
Mstep: Class 3 contains 601923 members 
Mstep: Class 4 contains 11960 members 
Mstep: Class 5 contains 17884 members 
Mstep: Class 6 contains 80880 members 
Mstep: Class 7 contains 12645 members 
Mstep: Class 8 contains 2150 members 
Mstep: Class 9 contains 75884 members 
Mstep: Class 10 contains 17770 members 
Mstep: Class 11 contains 152324 members 
Mstep: Class 12 contains 30175 members 
Mstep: Class 13 contains 8215 members 
Mstep: Class 14 contains 10242 members 
Mstep: Class 15 contains 2461 members 
Mstep: Class 16 contains 43521 members 
Mstep: Class 17 contains 6870 members 
Mstep: Class 18 contains 11451 members 
Mstep: Class 19 contains 36383 members 
Mstep: Class 20 contains 3532 members 
Mstep: Class 21 contains 15465 members 
Mstep: Class 22 contains 10942 members 
Mstep: Class 23 contains 8923 members 
Mstep: Class 24 contains 4834 members 
Mstep: Class 25 contains 29772 members 
Mstep: Class 26 contains 25371 members 
Mstep: Class 27 contains 15807 members 
Mstep: Class 28 contains 105035 members 
Mstep: Class 29 contains 90081 members 
Mstep: Class 30 contains 2170 members 
Mstep: Class 31 contains 2015 members 
Mstep: Class 32 contains 8222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977016.000000 Penalty: 112659.960938
Iteration 100F: 33 clusters Score -1.11977e+08 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 8472 members 
Mstep: Class 3 contains 601976 members 
Mstep: Class 4 contains 11912 members 
Mstep: Class 5 contains 18137 members 
Mstep: Class 6 contains 80752 members 
Mstep: Class 7 contains 12639 members 
Mstep: Class 8 contains 2151 members 
Mstep: Class 9 contains 75811 members 
Mstep: Class 10 contains 17775 members 
Mstep: Class 11 contains 152317 members 
Mstep: Class 12 contains 30110 members 
Mstep: Class 13 contains 8212 members 
Mstep: Class 14 contains 10234 members 
Mstep: Class 15 contains 2464 members 
Mstep: Class 16 contains 43585 members 
Mstep: Class 17 contains 6863 members 
Mstep: Class 18 contains 11429 members 
Mstep: Class 19 contains 36372 members 
Mstep: Class 20 contains 3532 members 
Mstep: Class 21 contains 15556 members 
Mstep: Class 22 contains 10940 members 
Mstep: Class 23 contains 8918 members 
Mstep: Class 24 contains 4843 members 
Mstep: Class 25 contains 29771 members 
Mstep: Class 26 contains 25371 members 
Mstep: Class 27 contains 15840 members 
Mstep: Class 28 contains 105051 members 
Mstep: Class 29 contains 89927 members 
Mstep: Class 30 contains 2175 members 
Mstep: Class 31 contains 2028 members 
Mstep: Class 32 contains 8221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111976912.000000 Penalty: 112659.960938
Iteration 101Q: 33 clusters Score -1.119769e+08 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 8469 members 
Mstep: Class 3 contains 602047 members 
Mstep: Class 4 contains 11877 members 
Mstep: Class 5 contains 18428 members 
Mstep: Class 6 contains 80638 members 
Mstep: Class 7 contains 12626 members 
Mstep: Class 8 contains 2154 members 
Mstep: Class 9 contains 75736 members 
Mstep: Class 10 contains 17772 members 
Mstep: Class 11 contains 152315 members 
Mstep: Class 12 contains 30046 members 
Mstep: Class 13 contains 8208 members 
Mstep: Class 14 contains 10222 members 
Mstep: Class 15 contains 2467 members 
Mstep: Class 16 contains 43646 members 
Mstep: Class 17 contains 6856 members 
Mstep: Class 18 contains 11410 members 
Mstep: Class 19 contains 36369 members 
Mstep: Class 20 contains 3532 members 
Mstep: Class 21 contains 15631 members 
Mstep: Class 22 contains 10938 members 
Mstep: Class 23 contains 8912 members 
Mstep: Class 24 contains 4849 members 
Mstep: Class 25 contains 29776 members 
Mstep: Class 26 contains 25365 members 
Mstep: Class 27 contains 15868 members 
Mstep: Class 28 contains 105015 members 
Mstep: Class 29 contains 89782 members 
Mstep: Class 30 contains 2189 members 
Mstep: Class 31 contains 2043 members 
Mstep: Class 32 contains 8220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977208.000000 Penalty: 112659.960938
Iteration 102Q: 33 clusters Score -1.119772e+08 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 8468 members 
Mstep: Class 3 contains 602073 members 
Mstep: Class 4 contains 11830 members 
Mstep: Class 5 contains 18736 members 
Mstep: Class 6 contains 80522 members 
Mstep: Class 7 contains 12614 members 
Mstep: Class 8 contains 2159 members 
Mstep: Class 9 contains 75679 members 
Mstep: Class 10 contains 17771 members 
Mstep: Class 11 contains 152311 members 
Mstep: Class 12 contains 29987 members 
Mstep: Class 13 contains 8203 members 
Mstep: Class 14 contains 10212 members 
Mstep: Class 15 contains 2471 members 
Mstep: Class 16 contains 43696 members 
Mstep: Class 17 contains 6852 members 
Mstep: Class 18 contains 11386 members 
Mstep: Class 19 contains 36377 members 
Mstep: Class 20 contains 3532 members 
Mstep: Class 21 contains 15716 members 
Mstep: Class 22 contains 10933 members 
Mstep: Class 23 contains 8909 members 
Mstep: Class 24 contains 4855 members 
Mstep: Class 25 contains 29770 members 
Mstep: Class 26 contains 25363 members 
Mstep: Class 27 contains 15908 members 
Mstep: Class 28 contains 104968 members 
Mstep: Class 29 contains 89645 members 
Mstep: Class 30 contains 2201 members 
Mstep: Class 31 contains 2057 members 
Mstep: Class 32 contains 8219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977208.000000 Penalty: 112659.960938
Iteration 103Q: 33 clusters Score -1.119772e+08 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 8465 members 
Mstep: Class 3 contains 602130 members 
Mstep: Class 4 contains 11791 members 
Mstep: Class 5 contains 19083 members 
Mstep: Class 6 contains 80388 members 
Mstep: Class 7 contains 12599 members 
Mstep: Class 8 contains 2160 members 
Mstep: Class 9 contains 75627 members 
Mstep: Class 10 contains 17770 members 
Mstep: Class 11 contains 152299 members 
Mstep: Class 12 contains 29920 members 
Mstep: Class 13 contains 8194 members 
Mstep: Class 14 contains 10208 members 
Mstep: Class 15 contains 2474 members 
Mstep: Class 16 contains 43752 members 
Mstep: Class 17 contains 6850 members 
Mstep: Class 18 contains 11370 members 
Mstep: Class 19 contains 36371 members 
Mstep: Class 20 contains 3532 members 
Mstep: Class 21 contains 15785 members 
Mstep: Class 22 contains 10930 members 
Mstep: Class 23 contains 8910 members 
Mstep: Class 24 contains 4867 members 
Mstep: Class 25 contains 29771 members 
Mstep: Class 26 contains 25365 members 
Mstep: Class 27 contains 15939 members 
Mstep: Class 28 contains 104892 members 
Mstep: Class 29 contains 89493 members 
Mstep: Class 30 contains 2200 members 
Mstep: Class 31 contains 2075 members 
Mstep: Class 32 contains 8218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977256.000000 Penalty: 112659.960938
Iteration 104Q: 33 clusters Score -1.119773e+08 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 8460 members 
Mstep: Class 3 contains 602236 members 
Mstep: Class 4 contains 11741 members 
Mstep: Class 5 contains 19423 members 
Mstep: Class 6 contains 80258 members 
Mstep: Class 7 contains 12584 members 
Mstep: Class 8 contains 2171 members 
Mstep: Class 9 contains 75582 members 
Mstep: Class 10 contains 17760 members 
Mstep: Class 11 contains 152285 members 
Mstep: Class 12 contains 29859 members 
Mstep: Class 13 contains 8182 members 
Mstep: Class 14 contains 10202 members 
Mstep: Class 15 contains 2476 members 
Mstep: Class 16 contains 43804 members 
Mstep: Class 17 contains 6842 members 
Mstep: Class 18 contains 11327 members 
Mstep: Class 19 contains 36373 members 
Mstep: Class 20 contains 3531 members 
Mstep: Class 21 contains 15883 members 
Mstep: Class 22 contains 10915 members 
Mstep: Class 23 contains 8906 members 
Mstep: Class 24 contains 4871 members 
Mstep: Class 25 contains 29773 members 
Mstep: Class 26 contains 25365 members 
Mstep: Class 27 contains 15955 members 
Mstep: Class 28 contains 104812 members 
Mstep: Class 29 contains 89343 members 
Mstep: Class 30 contains 2201 members 
Mstep: Class 31 contains 2095 members 
Mstep: Class 32 contains 8217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977160.000000 Penalty: 112659.960938
Iteration 105Q: 33 clusters Score -1.119772e+08 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 8459 members 
Mstep: Class 3 contains 602310 members 
Mstep: Class 4 contains 11708 members 
Mstep: Class 5 contains 19769 members 
Mstep: Class 6 contains 80158 members 
Mstep: Class 7 contains 12576 members 
Mstep: Class 8 contains 2176 members 
Mstep: Class 9 contains 75514 members 
Mstep: Class 10 contains 17753 members 
Mstep: Class 11 contains 152275 members 
Mstep: Class 12 contains 29803 members 
Mstep: Class 13 contains 8176 members 
Mstep: Class 14 contains 10188 members 
Mstep: Class 15 contains 2478 members 
Mstep: Class 16 contains 43849 members 
Mstep: Class 17 contains 6835 members 
Mstep: Class 18 contains 11284 members 
Mstep: Class 19 contains 36380 members 
Mstep: Class 20 contains 3531 members 
Mstep: Class 21 contains 15971 members 
Mstep: Class 22 contains 10910 members 
Mstep: Class 23 contains 8903 members 
Mstep: Class 24 contains 4876 members 
Mstep: Class 25 contains 29771 members 
Mstep: Class 26 contains 25358 members 
Mstep: Class 27 contains 15982 members 
Mstep: Class 28 contains 104720 members 
Mstep: Class 29 contains 89188 members 
Mstep: Class 30 contains 2203 members 
Mstep: Class 31 contains 2119 members 
Mstep: Class 32 contains 8217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977064.000000 Penalty: 112659.960938
Iteration 106Q: 33 clusters Score -1.119771e+08 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 8457 members 
Mstep: Class 3 contains 602373 members 
Mstep: Class 4 contains 11670 members 
Mstep: Class 5 contains 20134 members 
Mstep: Class 6 contains 80071 members 
Mstep: Class 7 contains 12566 members 
Mstep: Class 8 contains 2178 members 
Mstep: Class 9 contains 75451 members 
Mstep: Class 10 contains 17748 members 
Mstep: Class 11 contains 152262 members 
Mstep: Class 12 contains 29737 members 
Mstep: Class 13 contains 8172 members 
Mstep: Class 14 contains 10179 members 
Mstep: Class 15 contains 2478 members 
Mstep: Class 16 contains 43901 members 
Mstep: Class 17 contains 6830 members 
Mstep: Class 18 contains 11239 members 
Mstep: Class 19 contains 36375 members 
Mstep: Class 20 contains 3531 members 
Mstep: Class 21 contains 16073 members 
Mstep: Class 22 contains 10894 members 
Mstep: Class 23 contains 8901 members 
Mstep: Class 24 contains 4881 members 
Mstep: Class 25 contains 29768 members 
Mstep: Class 26 contains 25354 members 
Mstep: Class 27 contains 16005 members 
Mstep: Class 28 contains 104612 members 
Mstep: Class 29 contains 89041 members 
Mstep: Class 30 contains 2204 members 
Mstep: Class 31 contains 2136 members 
Mstep: Class 32 contains 8217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977560.000000 Penalty: 112659.960938
Iteration 107Q: 33 clusters Score -1.119776e+08 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 8453 members 
Mstep: Class 3 contains 602404 members 
Mstep: Class 4 contains 11623 members 
Mstep: Class 5 contains 20518 members 
Mstep: Class 6 contains 79996 members 
Mstep: Class 7 contains 12564 members 
Mstep: Class 8 contains 2179 members 
Mstep: Class 9 contains 75406 members 
Mstep: Class 10 contains 17739 members 
Mstep: Class 11 contains 152253 members 
Mstep: Class 12 contains 29659 members 
Mstep: Class 13 contains 8165 members 
Mstep: Class 14 contains 10173 members 
Mstep: Class 15 contains 2478 members 
Mstep: Class 16 contains 43960 members 
Mstep: Class 17 contains 6828 members 
Mstep: Class 18 contains 11197 members 
Mstep: Class 19 contains 36370 members 
Mstep: Class 20 contains 3531 members 
Mstep: Class 21 contains 16160 members 
Mstep: Class 22 contains 10885 members 
Mstep: Class 23 contains 8900 members 
Mstep: Class 24 contains 4887 members 
Mstep: Class 25 contains 29767 members 
Mstep: Class 26 contains 25352 members 
Mstep: Class 27 contains 16028 members 
Mstep: Class 28 contains 104504 members 
Mstep: Class 29 contains 88888 members 
Mstep: Class 30 contains 2211 members 
Mstep: Class 31 contains 2148 members 
Mstep: Class 32 contains 8216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977520.000000 Penalty: 112659.960938
Iteration 108Q: 33 clusters Score -1.119775e+08 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 8451 members 
Mstep: Class 3 contains 602420 members 
Mstep: Class 4 contains 11606 members 
Mstep: Class 5 contains 20901 members 
Mstep: Class 6 contains 79940 members 
Mstep: Class 7 contains 12555 members 
Mstep: Class 8 contains 2182 members 
Mstep: Class 9 contains 75362 members 
Mstep: Class 10 contains 17733 members 
Mstep: Class 11 contains 152234 members 
Mstep: Class 12 contains 29580 members 
Mstep: Class 13 contains 8160 members 
Mstep: Class 14 contains 10169 members 
Mstep: Class 15 contains 2480 members 
Mstep: Class 16 contains 44028 members 
Mstep: Class 17 contains 6826 members 
Mstep: Class 18 contains 11169 members 
Mstep: Class 19 contains 36371 members 
Mstep: Class 20 contains 3531 members 
Mstep: Class 21 contains 16255 members 
Mstep: Class 22 contains 10878 members 
Mstep: Class 23 contains 8899 members 
Mstep: Class 24 contains 4895 members 
Mstep: Class 25 contains 29762 members 
Mstep: Class 26 contains 25345 members 
Mstep: Class 27 contains 16046 members 
Mstep: Class 28 contains 104360 members 
Mstep: Class 29 contains 88729 members 
Mstep: Class 30 contains 2216 members 
Mstep: Class 31 contains 2153 members 
Mstep: Class 32 contains 8216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977784.000000 Penalty: 112659.960938
Iteration 109Q: 33 clusters Score -1.119778e+08 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 8449 members 
Mstep: Class 3 contains 602444 members 
Mstep: Class 4 contains 11574 members 
Mstep: Class 5 contains 21305 members 
Mstep: Class 6 contains 79894 members 
Mstep: Class 7 contains 12545 members 
Mstep: Class 8 contains 2184 members 
Mstep: Class 9 contains 75312 members 
Mstep: Class 10 contains 17725 members 
Mstep: Class 11 contains 152231 members 
Mstep: Class 12 contains 29515 members 
Mstep: Class 13 contains 8155 members 
Mstep: Class 14 contains 10163 members 
Mstep: Class 15 contains 2481 members 
Mstep: Class 16 contains 44089 members 
Mstep: Class 17 contains 6824 members 
Mstep: Class 18 contains 11152 members 
Mstep: Class 19 contains 36363 members 
Mstep: Class 20 contains 3531 members 
Mstep: Class 21 contains 16351 members 
Mstep: Class 22 contains 10870 members 
Mstep: Class 23 contains 8896 members 
Mstep: Class 24 contains 4908 members 
Mstep: Class 25 contains 29757 members 
Mstep: Class 26 contains 25337 members 
Mstep: Class 27 contains 16061 members 
Mstep: Class 28 contains 104145 members 
Mstep: Class 29 contains 88590 members 
Mstep: Class 30 contains 2218 members 
Mstep: Class 31 contains 2160 members 
Mstep: Class 32 contains 8217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111978312.000000 Penalty: 112659.960938
Iteration 110Q: 33 clusters Score -1.119783e+08 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 8449 members 
Mstep: Class 3 contains 602433 members 
Mstep: Class 4 contains 11541 members 
Mstep: Class 5 contains 21731 members 
Mstep: Class 6 contains 79857 members 
Mstep: Class 7 contains 12533 members 
Mstep: Class 8 contains 2185 members 
Mstep: Class 9 contains 75264 members 
Mstep: Class 10 contains 17720 members 
Mstep: Class 11 contains 152219 members 
Mstep: Class 12 contains 29443 members 
Mstep: Class 13 contains 8154 members 
Mstep: Class 14 contains 10157 members 
Mstep: Class 15 contains 2481 members 
Mstep: Class 16 contains 44152 members 
Mstep: Class 17 contains 6825 members 
Mstep: Class 18 contains 11123 members 
Mstep: Class 19 contains 36352 members 
Mstep: Class 20 contains 3531 members 
Mstep: Class 21 contains 16466 members 
Mstep: Class 22 contains 10856 members 
Mstep: Class 23 contains 8898 members 
Mstep: Class 24 contains 4916 members 
Mstep: Class 25 contains 29757 members 
Mstep: Class 26 contains 25330 members 
Mstep: Class 27 contains 16073 members 
Mstep: Class 28 contains 103926 members 
Mstep: Class 29 contains 88473 members 
Mstep: Class 30 contains 2217 members 
Mstep: Class 31 contains 2167 members 
Mstep: Class 32 contains 8215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111978368.000000 Penalty: 112659.960938
Iteration 111Q: 33 clusters Score -1.119784e+08 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 8447 members 
Mstep: Class 3 contains 602421 members 
Mstep: Class 4 contains 11490 members 
Mstep: Class 5 contains 22191 members 
Mstep: Class 6 contains 79826 members 
Mstep: Class 7 contains 12524 members 
Mstep: Class 8 contains 2185 members 
Mstep: Class 9 contains 75217 members 
Mstep: Class 10 contains 17713 members 
Mstep: Class 11 contains 152218 members 
Mstep: Class 12 contains 29359 members 
Mstep: Class 13 contains 8150 members 
Mstep: Class 14 contains 10156 members 
Mstep: Class 15 contains 2481 members 
Mstep: Class 16 contains 44223 members 
Mstep: Class 17 contains 6825 members 
Mstep: Class 18 contains 11101 members 
Mstep: Class 19 contains 36341 members 
Mstep: Class 20 contains 3531 members 
Mstep: Class 21 contains 16585 members 
Mstep: Class 22 contains 10851 members 
Mstep: Class 23 contains 8900 members 
Mstep: Class 24 contains 4926 members 
Mstep: Class 25 contains 29753 members 
Mstep: Class 26 contains 25326 members 
Mstep: Class 27 contains 16083 members 
Mstep: Class 28 contains 103658 members 
Mstep: Class 29 contains 88351 members 
Mstep: Class 30 contains 2225 members 
Mstep: Class 31 contains 2172 members 
Mstep: Class 32 contains 8215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111978080.000000 Penalty: 112659.960938
Iteration 112Q: 33 clusters Score -1.119781e+08 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 8446 members 
Mstep: Class 3 contains 602381 members 
Mstep: Class 4 contains 11434 members 
Mstep: Class 5 contains 22659 members 
Mstep: Class 6 contains 79807 members 
Mstep: Class 7 contains 12518 members 
Mstep: Class 8 contains 2186 members 
Mstep: Class 9 contains 75168 members 
Mstep: Class 10 contains 17706 members 
Mstep: Class 11 contains 152207 members 
Mstep: Class 12 contains 29292 members 
Mstep: Class 13 contains 8147 members 
Mstep: Class 14 contains 10152 members 
Mstep: Class 15 contains 2481 members 
Mstep: Class 16 contains 44289 members 
Mstep: Class 17 contains 6822 members 
Mstep: Class 18 contains 11081 members 
Mstep: Class 19 contains 36344 members 
Mstep: Class 20 contains 3531 members 
Mstep: Class 21 contains 16694 members 
Mstep: Class 22 contains 10836 members 
Mstep: Class 23 contains 8904 members 
Mstep: Class 24 contains 4937 members 
Mstep: Class 25 contains 29739 members 
Mstep: Class 26 contains 25323 members 
Mstep: Class 27 contains 16097 members 
Mstep: Class 28 contains 103413 members 
Mstep: Class 29 contains 88226 members 
Mstep: Class 30 contains 2229 members 
Mstep: Class 31 contains 2176 members 
Mstep: Class 32 contains 8215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111978448.000000 Penalty: 112659.960938
Iteration 113Q: 33 clusters Score -1.119784e+08 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 8445 members 
Mstep: Class 3 contains 602363 members 
Mstep: Class 4 contains 11386 members 
Mstep: Class 5 contains 23097 members 
Mstep: Class 6 contains 79779 members 
Mstep: Class 7 contains 12515 members 
Mstep: Class 8 contains 2190 members 
Mstep: Class 9 contains 75112 members 
Mstep: Class 10 contains 17703 members 
Mstep: Class 11 contains 152207 members 
Mstep: Class 12 contains 29239 members 
Mstep: Class 13 contains 8142 members 
Mstep: Class 14 contains 10151 members 
Mstep: Class 15 contains 2481 members 
Mstep: Class 16 contains 44344 members 
Mstep: Class 17 contains 6816 members 
Mstep: Class 18 contains 11060 members 
Mstep: Class 19 contains 36347 members 
Mstep: Class 20 contains 3531 members 
Mstep: Class 21 contains 16816 members 
Mstep: Class 22 contains 10824 members 
Mstep: Class 23 contains 8905 members 
Mstep: Class 24 contains 4943 members 
Mstep: Class 25 contains 29742 members 
Mstep: Class 26 contains 25320 members 
Mstep: Class 27 contains 16106 members 
Mstep: Class 28 contains 103161 members 
Mstep: Class 29 contains 88104 members 
Mstep: Class 30 contains 2234 members 
Mstep: Class 31 contains 2177 members 
Mstep: Class 32 contains 8216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111978720.000000 Penalty: 112659.960938
Iteration 114Q: 33 clusters Score -1.119787e+08 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 8444 members 
Mstep: Class 3 contains 602346 members 
Mstep: Class 4 contains 11341 members 
Mstep: Class 5 contains 23522 members 
Mstep: Class 6 contains 79757 members 
Mstep: Class 7 contains 12509 members 
Mstep: Class 8 contains 2198 members 
Mstep: Class 9 contains 75061 members 
Mstep: Class 10 contains 17700 members 
Mstep: Class 11 contains 152209 members 
Mstep: Class 12 contains 29186 members 
Mstep: Class 13 contains 8140 members 
Mstep: Class 14 contains 10147 members 
Mstep: Class 15 contains 2481 members 
Mstep: Class 16 contains 44393 members 
Mstep: Class 17 contains 6812 members 
Mstep: Class 18 contains 11032 members 
Mstep: Class 19 contains 36350 members 
Mstep: Class 20 contains 3531 members 
Mstep: Class 21 contains 16912 members 
Mstep: Class 22 contains 10810 members 
Mstep: Class 23 contains 8908 members 
Mstep: Class 24 contains 4952 members 
Mstep: Class 25 contains 29737 members 
Mstep: Class 26 contains 25319 members 
Mstep: Class 27 contains 16114 members 
Mstep: Class 28 contains 102934 members 
Mstep: Class 29 contains 87983 members 
Mstep: Class 30 contains 2238 members 
Mstep: Class 31 contains 2182 members 
Mstep: Class 32 contains 8216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111978592.000000 Penalty: 112659.960938
Iteration 115Q: 33 clusters Score -1.119786e+08 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 8443 members 
Mstep: Class 3 contains 602316 members 
Mstep: Class 4 contains 11308 members 
Mstep: Class 5 contains 23882 members 
Mstep: Class 6 contains 79735 members 
Mstep: Class 7 contains 12502 members 
Mstep: Class 8 contains 2204 members 
Mstep: Class 9 contains 75011 members 
Mstep: Class 10 contains 17698 members 
Mstep: Class 11 contains 152199 members 
Mstep: Class 12 contains 29140 members 
Mstep: Class 13 contains 8136 members 
Mstep: Class 14 contains 10142 members 
Mstep: Class 15 contains 2481 members 
Mstep: Class 16 contains 44432 members 
Mstep: Class 17 contains 6808 members 
Mstep: Class 18 contains 11005 members 
Mstep: Class 19 contains 36339 members 
Mstep: Class 20 contains 3531 members 
Mstep: Class 21 contains 17013 members 
Mstep: Class 22 contains 10801 members 
Mstep: Class 23 contains 8910 members 
Mstep: Class 24 contains 4958 members 
Mstep: Class 25 contains 29741 members 
Mstep: Class 26 contains 25316 members 
Mstep: Class 27 contains 16125 members 
Mstep: Class 28 contains 102788 members 
Mstep: Class 29 contains 87860 members 
Mstep: Class 30 contains 2239 members 
Mstep: Class 31 contains 2192 members 
Mstep: Class 32 contains 8215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111978728.000000 Penalty: 112659.960938
Iteration 116Q: 33 clusters Score -1.119787e+08 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 8443 members 
Mstep: Class 3 contains 602257 members 
Mstep: Class 4 contains 11273 members 
Mstep: Class 5 contains 24223 members 
Mstep: Class 6 contains 79723 members 
Mstep: Class 7 contains 12497 members 
Mstep: Class 8 contains 2207 members 
Mstep: Class 9 contains 74971 members 
Mstep: Class 10 contains 17699 members 
Mstep: Class 11 contains 152188 members 
Mstep: Class 12 contains 29091 members 
Mstep: Class 13 contains 8129 members 
Mstep: Class 14 contains 10136 members 
Mstep: Class 15 contains 2481 members 
Mstep: Class 16 contains 44470 members 
Mstep: Class 17 contains 6801 members 
Mstep: Class 18 contains 10985 members 
Mstep: Class 19 contains 36339 members 
Mstep: Class 20 contains 3531 members 
Mstep: Class 21 contains 17106 members 
Mstep: Class 22 contains 10791 members 
Mstep: Class 23 contains 8912 members 
Mstep: Class 24 contains 4964 members 
Mstep: Class 25 contains 29732 members 
Mstep: Class 26 contains 25319 members 
Mstep: Class 27 contains 16134 members 
Mstep: Class 28 contains 102681 members 
Mstep: Class 29 contains 87735 members 
Mstep: Class 30 contains 2240 members 
Mstep: Class 31 contains 2197 members 
Mstep: Class 32 contains 8216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111979216.000000 Penalty: 112659.960938
Iteration 117Q: 33 clusters Score -1.119792e+08 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 8443 members 
Mstep: Class 3 contains 602204 members 
Mstep: Class 4 contains 11241 members 
Mstep: Class 5 contains 24540 members 
Mstep: Class 6 contains 79721 members 
Mstep: Class 7 contains 12490 members 
Mstep: Class 8 contains 2208 members 
Mstep: Class 9 contains 74945 members 
Mstep: Class 10 contains 17696 members 
Mstep: Class 11 contains 152191 members 
Mstep: Class 12 contains 29048 members 
Mstep: Class 13 contains 8123 members 
Mstep: Class 14 contains 10131 members 
Mstep: Class 15 contains 2481 members 
Mstep: Class 16 contains 44512 members 
Mstep: Class 17 contains 6800 members 
Mstep: Class 18 contains 10957 members 
Mstep: Class 19 contains 36337 members 
Mstep: Class 20 contains 3531 members 
Mstep: Class 21 contains 17188 members 
Mstep: Class 22 contains 10782 members 
Mstep: Class 23 contains 8915 members 
Mstep: Class 24 contains 4969 members 
Mstep: Class 25 contains 29728 members 
Mstep: Class 26 contains 25310 members 
Mstep: Class 27 contains 16137 members 
Mstep: Class 28 contains 102573 members 
Mstep: Class 29 contains 87608 members 
Mstep: Class 30 contains 2241 members 
Mstep: Class 31 contains 2200 members 
Mstep: Class 32 contains 8216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111979488.000000 Penalty: 112659.960938
Iteration 118Q: 33 clusters Score -1.119795e+08 nChanged 1154
Entering ConstructFrom: 
Score: -111979488.000000 Penalty: 112659.960938
Entering ConstructFrom: 
Trying to split cluster 1 (9617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Entering Unmasked Estep 
Score: -708804.562500 Penalty: 2274.479248
	Iteration 0F: 2 clusters Score -708804.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -701255.062500 Penalty: 4548.958496
	Iteration 0F: 3 clusters Score -701255.1 nChanged 4102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -703600.375000 Penalty: 4548.958496
	Iteration 1F: 3 clusters Score -703600.4 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -704174.687500 Penalty: 4548.958496
	Iteration 2F: 3 clusters Score -704174.7 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -704794.437500 Penalty: 4548.958496
	Iteration 3F: 3 clusters Score -704794.4 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -705490.687500 Penalty: 4548.958496
	Iteration 4F: 3 clusters Score -705490.7 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -706233.375000 Penalty: 4548.958496
	Iteration 5F: 3 clusters Score -706233.4 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -706806.312500 Penalty: 4548.958496
	Iteration 6F: 3 clusters Score -706806.3 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -707281.250000 Penalty: 4548.958496
	Iteration 7F: 3 clusters Score -707281.2 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -707674.062500 Penalty: 4548.958496
	Iteration 8Q: 3 clusters Score -707674.1 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -708014.812500 Penalty: 4548.958496
	Iteration 9Q: 3 clusters Score -708014.8 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -708386.937500 Penalty: 4548.958496
	Iteration 10Q: 3 clusters Score -708386.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -708764.812500 Penalty: 4548.958496
	Iteration 11Q: 3 clusters Score -708764.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -709038.750000 Penalty: 4548.958496
	Iteration 12Q: 3 clusters Score -709038.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -709166.875000 Penalty: 4548.958496
	Iteration 13Q: 3 clusters Score -709166.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -709245.312500 Penalty: 4548.958496
	Iteration 14Q: 3 clusters Score -709245.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -709288.250000 Penalty: 4548.958496
	Iteration 15Q: 3 clusters Score -709288.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -709318.187500 Penalty: 4548.958496
	Iteration 16Q: 3 clusters Score -709318.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -709329.375000 Penalty: 4548.958496
	Iteration 17Q: 3 clusters Score -709329.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -709337.625000 Penalty: 4548.958496
	Iteration 18Q: 3 clusters Score -709337.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -709344.187500 Penalty: 4548.958496
	Iteration 19Q: 3 clusters Score -709344.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -709344.000000 Penalty: 4548.958496
	Iteration 20F: 3 clusters Score -709344 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -709346.062500 Penalty: 4548.958496
	Iteration 21Q: 3 clusters Score -709346.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -709346.437500 Penalty: 4548.958496
	Iteration 22Q: 3 clusters Score -709346.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -709347.625000 Penalty: 4548.958496
	Iteration 23Q: 3 clusters Score -709347.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -709347.625000 Penalty: 4548.958496
	Iteration 24F: 3 clusters Score -709347.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 8443 members 
Mstep: Class 3 contains 602193 members 
Mstep: Class 4 contains 11217 members 
Mstep: Class 5 contains 24835 members 
Mstep: Class 6 contains 79708 members 
Mstep: Class 7 contains 12478 members 
Mstep: Class 8 contains 2208 members 
Mstep: Class 9 contains 74908 members 
Mstep: Class 10 contains 17693 members 
Mstep: Class 11 contains 152186 members 
Mstep: Class 12 contains 28997 members 
Mstep: Class 13 contains 8121 members 
Mstep: Class 14 contains 10129 members 
Mstep: Class 15 contains 2481 members 
Mstep: Class 16 contains 44558 members 
Mstep: Class 17 contains 6800 members 
Mstep: Class 18 contains 10934 members 
Mstep: Class 19 contains 36325 members 
Mstep: Class 20 contains 3531 members 
Mstep: Class 21 contains 17257 members 
Mstep: Class 22 contains 10777 members 
Mstep: Class 23 contains 8922 members 
Mstep: Class 24 contains 4971 members 
Mstep: Class 25 contains 29736 members 
Mstep: Class 26 contains 25308 members 
Mstep: Class 27 contains 16143 members 
Mstep: Class 28 contains 102468 members 
Mstep: Class 29 contains 87476 members 
Mstep: Class 30 contains 2242 members 
Mstep: Class 31 contains 2203 members 
Mstep: Class 32 contains 8216 members 
Mstep: Class 33 contains 5736 members 
Entering Unmasked Estep 
Score: -111978592.000000 Penalty: 116180.585938
Splitting cluster 1 changes total score from -111979488.000000 to -111978592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (8443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Entering Unmasked Estep 
Score: -650739.750000 Penalty: 2242.190918
	Iteration 0F: 2 clusters Score -650739.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -644045.875000 Penalty: 4484.381836
	Iteration 0F: 3 clusters Score -644045.9 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -645956.437500 Penalty: 4484.381836
	Iteration 1F: 3 clusters Score -645956.4 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -646297.500000 Penalty: 4484.381836
	Iteration 2F: 3 clusters Score -646297.5 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -646532.750000 Penalty: 4484.381836
	Iteration 3F: 3 clusters Score -646532.8 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -646776.625000 Penalty: 4484.381836
	Iteration 4Q: 3 clusters Score -646776.6 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -647011.500000 Penalty: 4484.381836
	Iteration 5Q: 3 clusters Score -647011.5 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -647241.312500 Penalty: 4484.381836
	Iteration 6Q: 3 clusters Score -647241.3 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -647479.125000 Penalty: 4484.381836
	Iteration 7Q: 3 clusters Score -647479.1 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -647698.875000 Penalty: 4484.381836
	Iteration 8Q: 3 clusters Score -647698.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -647879.812500 Penalty: 4484.381836
	Iteration 9Q: 3 clusters Score -647879.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -648049.937500 Penalty: 4484.381836
	Iteration 10Q: 3 clusters Score -648049.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -648187.125000 Penalty: 4484.381836
	Iteration 11Q: 3 clusters Score -648187.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -648299.187500 Penalty: 4484.381836
	Iteration 12Q: 3 clusters Score -648299.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -648386.625000 Penalty: 4484.381836
	Iteration 13Q: 3 clusters Score -648386.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -648469.937500 Penalty: 4484.381836
	Iteration 14Q: 3 clusters Score -648469.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -648556.000000 Penalty: 4484.381836
	Iteration 15Q: 3 clusters Score -648556 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -648653.500000 Penalty: 4484.381836
	Iteration 16Q: 3 clusters Score -648653.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -648719.937500 Penalty: 4484.381836
	Iteration 17Q: 3 clusters Score -648719.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -648774.125000 Penalty: 4484.381836
	Iteration 18Q: 3 clusters Score -648774.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -648818.687500 Penalty: 4484.381836
	Iteration 19Q: 3 clusters Score -648818.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -648851.187500 Penalty: 4484.381836
	Iteration 20F: 3 clusters Score -648851.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -648878.875000 Penalty: 4484.381836
	Iteration 21Q: 3 clusters Score -648878.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -648907.562500 Penalty: 4484.381836
	Iteration 22Q: 3 clusters Score -648907.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -648941.062500 Penalty: 4484.381836
	Iteration 23Q: 3 clusters Score -648941.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -648984.312500 Penalty: 4484.381836
	Iteration 24Q: 3 clusters Score -648984.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -649031.312500 Penalty: 4484.381836
	Iteration 25Q: 3 clusters Score -649031.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -649103.750000 Penalty: 4484.381836
	Iteration 26Q: 3 clusters Score -649103.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -649268.375000 Penalty: 4484.381836
	Iteration 27Q: 3 clusters Score -649268.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -649450.500000 Penalty: 4484.381836
	Iteration 28Q: 3 clusters Score -649450.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -649652.062500 Penalty: 4484.381836
	Iteration 29Q: 3 clusters Score -649652.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -649817.250000 Penalty: 4484.381836
	Iteration 30Q: 3 clusters Score -649817.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -649882.437500 Penalty: 4484.381836
	Iteration 31Q: 3 clusters Score -649882.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -649905.062500 Penalty: 4484.381836
	Iteration 32Q: 3 clusters Score -649905.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -649915.437500 Penalty: 4484.381836
	Iteration 33Q: 3 clusters Score -649915.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -649921.187500 Penalty: 4484.381836
	Iteration 34Q: 3 clusters Score -649921.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -649925.250000 Penalty: 4484.381836
	Iteration 35Q: 3 clusters Score -649925.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -649927.250000 Penalty: 4484.381836
	Iteration 36Q: 3 clusters Score -649927.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -649929.812500 Penalty: 4484.381836
	Iteration 37Q: 3 clusters Score -649929.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -649929.687500 Penalty: 4484.381836
	Iteration 38Q: 3 clusters Score -649929.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -649928.750000 Penalty: 4484.381836
	Iteration 39Q: 3 clusters Score -649928.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -649928.750000 Penalty: 4484.381836
	Iteration 40F: 3 clusters Score -649928.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (602193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602193 members 
Entering Unmasked Estep 
Score: -47344336.000000 Penalty: 3300.466797
	Iteration 0F: 2 clusters Score -4.734434e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300822 members 
Mstep: Class 2 contains 301371 members 
Entering Unmasked Estep 
Score: -46937152.000000 Penalty: 6600.933594
	Iteration 0F: 3 clusters Score -4.693715e+07 nChanged 294641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296987 members 
Mstep: Class 2 contains 305206 members 
Entering Unmasked Estep 
Score: -47118708.000000 Penalty: 6600.933594
	Iteration 1F: 3 clusters Score -4.711871e+07 nChanged 18306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294637 members 
Mstep: Class 2 contains 307556 members 
Entering Unmasked Estep 
Score: -47124052.000000 Penalty: 6600.933594
	Iteration 2Q: 3 clusters Score -4.712405e+07 nChanged 21041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291248 members 
Mstep: Class 2 contains 310945 members 
Entering Unmasked Estep 
Score: -47131476.000000 Penalty: 6600.933594
	Iteration 3Q: 3 clusters Score -4.713148e+07 nChanged 23974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286320 members 
Mstep: Class 2 contains 315873 members 
Entering Unmasked Estep 
Score: -47140428.000000 Penalty: 6600.933594
	Iteration 4Q: 3 clusters Score -4.714043e+07 nChanged 26531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279757 members 
Mstep: Class 2 contains 322436 members 
Entering Unmasked Estep 
Score: -47150852.000000 Penalty: 6600.933594
	Iteration 5Q: 3 clusters Score -4.715085e+07 nChanged 28372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271371 members 
Mstep: Class 2 contains 330822 members 
Entering Unmasked Estep 
Score: -47163728.000000 Penalty: 6600.933594
	Iteration 6Q: 3 clusters Score -4.716373e+07 nChanged 29697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260816 members 
Mstep: Class 2 contains 341377 members 
Entering Unmasked Estep 
Score: -47178204.000000 Penalty: 6600.933594
	Iteration 7Q: 3 clusters Score -4.71782e+07 nChanged 30239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248325 members 
Mstep: Class 2 contains 353868 members 
Entering Unmasked Estep 
Score: -47193584.000000 Penalty: 6600.933594
	Iteration 8F: 3 clusters Score -4.719358e+07 nChanged 30661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234580 members 
Mstep: Class 2 contains 367613 members 
Entering Unmasked Estep 
Score: -47210112.000000 Penalty: 6600.933594
	Iteration 9F: 3 clusters Score -4.721011e+07 nChanged 29467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220741 members 
Mstep: Class 2 contains 381452 members 
Entering Unmasked Estep 
Score: -47225492.000000 Penalty: 6600.933594
	Iteration 10Q: 3 clusters Score -4.722549e+07 nChanged 26158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208299 members 
Mstep: Class 2 contains 393894 members 
Entering Unmasked Estep 
Score: -47238480.000000 Penalty: 6600.933594
	Iteration 11Q: 3 clusters Score -4.723848e+07 nChanged 21855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197400 members 
Mstep: Class 2 contains 404793 members 
Entering Unmasked Estep 
Score: -47247908.000000 Penalty: 6600.933594
	Iteration 12Q: 3 clusters Score -4.724791e+07 nChanged 16872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187462 members 
Mstep: Class 2 contains 414731 members 
Entering Unmasked Estep 
Score: -47253188.000000 Penalty: 6600.933594
	Iteration 13Q: 3 clusters Score -4.725319e+07 nChanged 12861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177887 members 
Mstep: Class 2 contains 424306 members 
Entering Unmasked Estep 
Score: -47257168.000000 Penalty: 6600.933594
	Iteration 14Q: 3 clusters Score -4.725717e+07 nChanged 10935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168146 members 
Mstep: Class 2 contains 434047 members 
Entering Unmasked Estep 
Score: -47260324.000000 Penalty: 6600.933594
	Iteration 15Q: 3 clusters Score -4.726032e+07 nChanged 10449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158019 members 
Mstep: Class 2 contains 444174 members 
Entering Unmasked Estep 
Score: -47263924.000000 Penalty: 6600.933594
	Iteration 16Q: 3 clusters Score -4.726392e+07 nChanged 10653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147448 members 
Mstep: Class 2 contains 454745 members 
Entering Unmasked Estep 
Score: -47267584.000000 Penalty: 6600.933594
	Iteration 17Q: 3 clusters Score -4.726758e+07 nChanged 11019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136477 members 
Mstep: Class 2 contains 465716 members 
Entering Unmasked Estep 
Score: -47271784.000000 Penalty: 6600.933594
	Iteration 18Q: 3 clusters Score -4.727178e+07 nChanged 11504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125009 members 
Mstep: Class 2 contains 477184 members 
Entering Unmasked Estep 
Score: -47276504.000000 Penalty: 6600.933594
	Iteration 19Q: 3 clusters Score -4.72765e+07 nChanged 12110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112929 members 
Mstep: Class 2 contains 489264 members 
Entering Unmasked Estep 
Score: -47281712.000000 Penalty: 6600.933594
	Iteration 20F: 3 clusters Score -4.728171e+07 nChanged 12312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100643 members 
Mstep: Class 2 contains 501550 members 
Entering Unmasked Estep 
Score: -47286804.000000 Penalty: 6600.933594
	Iteration 21Q: 3 clusters Score -4.72868e+07 nChanged 12484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88181 members 
Mstep: Class 2 contains 514012 members 
Entering Unmasked Estep 
Score: -47293008.000000 Penalty: 6600.933594
	Iteration 22Q: 3 clusters Score -4.729301e+07 nChanged 12580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75617 members 
Mstep: Class 2 contains 526576 members 
Entering Unmasked Estep 
Score: -47299648.000000 Penalty: 6600.933594
	Iteration 23Q: 3 clusters Score -4.729965e+07 nChanged 12219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63408 members 
Mstep: Class 2 contains 538785 members 
Entering Unmasked Estep 
Score: -47306120.000000 Penalty: 6600.933594
	Iteration 24Q: 3 clusters Score -4.730612e+07 nChanged 11609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51817 members 
Mstep: Class 2 contains 550376 members 
Entering Unmasked Estep 
Score: -47313412.000000 Penalty: 6600.933594
	Iteration 25Q: 3 clusters Score -4.731341e+07 nChanged 10500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41333 members 
Mstep: Class 2 contains 560860 members 
Entering Unmasked Estep 
Score: -47320272.000000 Penalty: 6600.933594
	Iteration 26Q: 3 clusters Score -4.732027e+07 nChanged 9271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32086 members 
Mstep: Class 2 contains 570107 members 
Entering Unmasked Estep 
Score: -47327280.000000 Penalty: 6600.933594
	Iteration 27Q: 3 clusters Score -4.732728e+07 nChanged 7452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24662 members 
Mstep: Class 2 contains 577531 members 
Entering Unmasked Estep 
Score: -47332484.000000 Penalty: 6600.933594
	Iteration 28Q: 3 clusters Score -4.733248e+07 nChanged 5797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18973 members 
Mstep: Class 2 contains 583220 members 
Entering Unmasked Estep 
Score: -47336848.000000 Penalty: 6600.933594
	Iteration 29Q: 3 clusters Score -4.733685e+07 nChanged 4151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 587157 members 
Entering Unmasked Estep 
Score: -47340228.000000 Penalty: 6600.933594
	Iteration 30Q: 3 clusters Score -4.734023e+07 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 589556 members 
Entering Unmasked Estep 
Score: -47342008.000000 Penalty: 6600.933594
	Iteration 31Q: 3 clusters Score -4.734201e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 591014 members 
Entering Unmasked Estep 
Score: -47343356.000000 Penalty: 6600.933594
	Iteration 32Q: 3 clusters Score -4.734336e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 591927 members 
Entering Unmasked Estep 
Score: -47344072.000000 Penalty: 6600.933594
	Iteration 33Q: 3 clusters Score -4.734407e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 592457 members 
Entering Unmasked Estep 
Score: -47344496.000000 Penalty: 6600.933594
	Iteration 34Q: 3 clusters Score -4.73445e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 592817 members 
Entering Unmasked Estep 
Score: -47344616.000000 Penalty: 6600.933594
	Iteration 35Q: 3 clusters Score -4.734462e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 593044 members 
Entering Unmasked Estep 
Score: -47344692.000000 Penalty: 6600.933594
	Iteration 36Q: 3 clusters Score -4.734469e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 593187 members 
Entering Unmasked Estep 
Score: -47344716.000000 Penalty: 6600.933594
	Iteration 37Q: 3 clusters Score -4.734472e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 593285 members 
Entering Unmasked Estep 
Score: -47344728.000000 Penalty: 6600.933594
	Iteration 38Q: 3 clusters Score -4.734473e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 593355 members 
Entering Unmasked Estep 
Score: -47344724.000000 Penalty: 6600.933594
	Iteration 39Q: 3 clusters Score -4.734472e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 593396 members 
Entering Unmasked Estep 
Score: -47344740.000000 Penalty: 6600.933594
	Iteration 40F: 3 clusters Score -4.734474e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 593405 members 
Entering Unmasked Estep 
Score: -47344760.000000 Penalty: 6600.933594
	Iteration 41Q: 3 clusters Score -4.734476e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 593419 members 
Entering Unmasked Estep 
Score: -47344788.000000 Penalty: 6600.933594
	Iteration 42Q: 3 clusters Score -4.734479e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 593408 members 
Entering Unmasked Estep 
Score: -47344832.000000 Penalty: 6600.933594
	Iteration 43Q: 3 clusters Score -4.734483e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 593411 members 
Entering Unmasked Estep 
Score: -47344808.000000 Penalty: 6600.933594
	Iteration 44Q: 3 clusters Score -4.734481e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 593418 members 
Entering Unmasked Estep 
Score: -47344840.000000 Penalty: 6600.933594
	Iteration 45Q: 3 clusters Score -4.734484e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 593419 members 
Entering Unmasked Estep 
Score: -47344768.000000 Penalty: 6600.933594
	Iteration 46Q: 3 clusters Score -4.734477e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 593421 members 
Entering Unmasked Estep 
Score: -47344752.000000 Penalty: 6600.933594
	Iteration 47Q: 3 clusters Score -4.734475e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 593423 members 
Entering Unmasked Estep 
Score: -47344796.000000 Penalty: 6600.933594
	Iteration 48Q: 3 clusters Score -4.73448e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 593416 members 
Entering Unmasked Estep 
Score: -47344796.000000 Penalty: 6600.933594
	Iteration 49Q: 3 clusters Score -4.73448e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 593413 members 
Entering Unmasked Estep 
Score: -47344800.000000 Penalty: 6600.933594
	Iteration 50Q: 3 clusters Score -4.73448e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 593410 members 
Entering Unmasked Estep 
Score: -47344812.000000 Penalty: 6600.933594
	Iteration 51Q: 3 clusters Score -4.734481e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 593411 members 
Entering Unmasked Estep 
Score: -47344824.000000 Penalty: 6600.933594
	Iteration 52Q: 3 clusters Score -4.734482e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 593413 members 
Entering Unmasked Estep 
Score: -47344824.000000 Penalty: 6600.933594
	Iteration 53Q: 3 clusters Score -4.734482e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 593415 members 
Entering Unmasked Estep 
Score: -47344840.000000 Penalty: 6600.933594
	Iteration 54Q: 3 clusters Score -4.734484e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 593420 members 
Entering Unmasked Estep 
Score: -47344812.000000 Penalty: 6600.933594
	Iteration 55Q: 3 clusters Score -4.734481e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 593422 members 
Entering Unmasked Estep 
Score: -47344828.000000 Penalty: 6600.933594
	Iteration 56Q: 3 clusters Score -4.734483e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 593429 members 
Entering Unmasked Estep 
Score: -47344856.000000 Penalty: 6600.933594
	Iteration 57Q: 3 clusters Score -4.734486e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 593434 members 
Entering Unmasked Estep 
Score: -47344856.000000 Penalty: 6600.933594
	Iteration 58Q: 3 clusters Score -4.734486e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 593436 members 
Entering Unmasked Estep 
Score: -47344832.000000 Penalty: 6600.933594
	Iteration 59Q: 3 clusters Score -4.734483e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 593436 members 
Entering Unmasked Estep 
Score: -47344844.000000 Penalty: 6600.933594
	Iteration 60F: 3 clusters Score -4.734484e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 593435 members 
Entering Unmasked Estep 
Score: -47344844.000000 Penalty: 6600.933594
	Iteration 61Q: 3 clusters Score -4.734484e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 593430 members 
Entering Unmasked Estep 
Score: -47344872.000000 Penalty: 6600.933594
	Iteration 62Q: 3 clusters Score -4.734487e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 593431 members 
Entering Unmasked Estep 
Score: -47344904.000000 Penalty: 6600.933594
	Iteration 63Q: 3 clusters Score -4.73449e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 593434 members 
Entering Unmasked Estep 
Score: -47344892.000000 Penalty: 6600.933594
	Iteration 64Q: 3 clusters Score -4.734489e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 593443 members 
Entering Unmasked Estep 
Score: -47344896.000000 Penalty: 6600.933594
	Iteration 65Q: 3 clusters Score -4.73449e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 593444 members 
Entering Unmasked Estep 
Score: -47344888.000000 Penalty: 6600.933594
	Iteration 66Q: 3 clusters Score -4.734489e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 593446 members 
Entering Unmasked Estep 
Score: -47344868.000000 Penalty: 6600.933594
	Iteration 67Q: 3 clusters Score -4.734487e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 593452 members 
Entering Unmasked Estep 
Score: -47344844.000000 Penalty: 6600.933594
	Iteration 68Q: 3 clusters Score -4.734484e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 593450 members 
Entering Unmasked Estep 
Score: -47344844.000000 Penalty: 6600.933594
	Iteration 69Q: 3 clusters Score -4.734484e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 593444 members 
Entering Unmasked Estep 
Score: -47344844.000000 Penalty: 6600.933594
	Iteration 70Q: 3 clusters Score -4.734484e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 593441 members 
Entering Unmasked Estep 
Score: -47344864.000000 Penalty: 6600.933594
	Iteration 71Q: 3 clusters Score -4.734486e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 593441 members 
Entering Unmasked Estep 
Score: -47344868.000000 Penalty: 6600.933594
	Iteration 72Q: 3 clusters Score -4.734487e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 593440 members 
Entering Unmasked Estep 
Score: -47344880.000000 Penalty: 6600.933594
	Iteration 73Q: 3 clusters Score -4.734488e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 593439 members 
Entering Unmasked Estep 
Score: -47344876.000000 Penalty: 6600.933594
	Iteration 74Q: 3 clusters Score -4.734488e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 593437 members 
Entering Unmasked Estep 
Score: -47344856.000000 Penalty: 6600.933594
	Iteration 75Q: 3 clusters Score -4.734486e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 593434 members 
Entering Unmasked Estep 
Score: -47344888.000000 Penalty: 6600.933594
	Iteration 76Q: 3 clusters Score -4.734489e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 593432 members 
Entering Unmasked Estep 
Score: -47344908.000000 Penalty: 6600.933594
	Iteration 77Q: 3 clusters Score -4.734491e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 593433 members 
Entering Unmasked Estep 
Score: -47344888.000000 Penalty: 6600.933594
	Iteration 78Q: 3 clusters Score -4.734489e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 593433 members 
Entering Unmasked Estep 
Score: -47344892.000000 Penalty: 6600.933594
	Iteration 79Q: 3 clusters Score -4.734489e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 593432 members 
Entering Unmasked Estep 
Score: -47344860.000000 Penalty: 6600.933594
	Iteration 80F: 3 clusters Score -4.734486e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 593434 members 
Entering Unmasked Estep 
Score: -47344876.000000 Penalty: 6600.933594
	Iteration 81Q: 3 clusters Score -4.734488e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 593440 members 
Entering Unmasked Estep 
Score: -47344836.000000 Penalty: 6600.933594
	Iteration 82Q: 3 clusters Score -4.734484e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 593443 members 
Entering Unmasked Estep 
Score: -47344856.000000 Penalty: 6600.933594
	Iteration 83Q: 3 clusters Score -4.734486e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 593442 members 
Entering Unmasked Estep 
Score: -47344856.000000 Penalty: 6600.933594
	Iteration 84Q: 3 clusters Score -4.734486e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 593440 members 
Entering Unmasked Estep 
Score: -47344872.000000 Penalty: 6600.933594
	Iteration 85Q: 3 clusters Score -4.734487e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 593440 members 
Entering Unmasked Estep 
Score: -47344848.000000 Penalty: 6600.933594
	Iteration 86Q: 3 clusters Score -4.734485e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 593441 members 
Entering Unmasked Estep 
Score: -47344856.000000 Penalty: 6600.933594
	Iteration 87Q: 3 clusters Score -4.734486e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 593441 members 
Entering Unmasked Estep 
Score: -47344852.000000 Penalty: 6600.933594
	Iteration 88Q: 3 clusters Score -4.734485e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 593440 members 
Entering Unmasked Estep 
Score: -47344836.000000 Penalty: 6600.933594
	Iteration 89Q: 3 clusters Score -4.734484e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 593436 members 
Entering Unmasked Estep 
Score: -47344844.000000 Penalty: 6600.933594
	Iteration 90Q: 3 clusters Score -4.734484e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 593435 members 
Entering Unmasked Estep 
Score: -47344844.000000 Penalty: 6600.933594
	Iteration 91Q: 3 clusters Score -4.734484e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 593432 members 
Entering Unmasked Estep 
Score: -47344860.000000 Penalty: 6600.933594
	Iteration 92Q: 3 clusters Score -4.734486e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 593429 members 
Entering Unmasked Estep 
Score: -47344872.000000 Penalty: 6600.933594
	Iteration 93Q: 3 clusters Score -4.734487e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 593427 members 
Entering Unmasked Estep 
Score: -47344856.000000 Penalty: 6600.933594
	Iteration 94Q: 3 clusters Score -4.734486e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 593426 members 
Entering Unmasked Estep 
Score: -47344876.000000 Penalty: 6600.933594
	Iteration 95Q: 3 clusters Score -4.734488e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 593425 members 
Entering Unmasked Estep 
Score: -47344872.000000 Penalty: 6600.933594
	Iteration 96Q: 3 clusters Score -4.734487e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 593424 members 
Entering Unmasked Estep 
Score: -47344852.000000 Penalty: 6600.933594
	Iteration 97Q: 3 clusters Score -4.734485e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 593423 members 
Entering Unmasked Estep 
Score: -47344872.000000 Penalty: 6600.933594
	Iteration 98Q: 3 clusters Score -4.734487e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 593421 members 
Entering Unmasked Estep 
Score: -47344868.000000 Penalty: 6600.933594
	Iteration 99Q: 3 clusters Score -4.734487e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 593419 members 
Entering Unmasked Estep 
Score: -47344868.000000 Penalty: 6600.933594
	Iteration 100F: 3 clusters Score -4.734487e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 593417 members 
Entering Unmasked Estep 
Score: -47344860.000000 Penalty: 6600.933594
	Iteration 101Q: 3 clusters Score -4.734486e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 593416 members 
Entering Unmasked Estep 
Score: -47344860.000000 Penalty: 6600.933594
	Iteration 102Q: 3 clusters Score -4.734486e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 593417 members 
Entering Unmasked Estep 
Score: -47344864.000000 Penalty: 6600.933594
	Iteration 103Q: 3 clusters Score -4.734486e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 593419 members 
Entering Unmasked Estep 
Score: -47344884.000000 Penalty: 6600.933594
	Iteration 104Q: 3 clusters Score -4.734488e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 593420 members 
Entering Unmasked Estep 
Score: -47344880.000000 Penalty: 6600.933594
	Iteration 105Q: 3 clusters Score -4.734488e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 593421 members 
Entering Unmasked Estep 
Score: -47344880.000000 Penalty: 6600.933594
	Iteration 106Q: 3 clusters Score -4.734488e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 593423 members 
Entering Unmasked Estep 
Score: -47344876.000000 Penalty: 6600.933594
	Iteration 107Q: 3 clusters Score -4.734488e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 593423 members 
Entering Unmasked Estep 
Score: -47344876.000000 Penalty: 6600.933594
	Iteration 108Q: 3 clusters Score -4.734488e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 593421 members 
Entering Unmasked Estep 
Score: -47344880.000000 Penalty: 6600.933594
	Iteration 109Q: 3 clusters Score -4.734488e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 593422 members 
Entering Unmasked Estep 
Score: -47344884.000000 Penalty: 6600.933594
	Iteration 110Q: 3 clusters Score -4.734488e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 593422 members 
Entering Unmasked Estep 
Score: -47344864.000000 Penalty: 6600.933594
	Iteration 111Q: 3 clusters Score -4.734486e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 593421 members 
Entering Unmasked Estep 
Score: -47344872.000000 Penalty: 6600.933594
	Iteration 112Q: 3 clusters Score -4.734487e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 593419 members 
Entering Unmasked Estep 
Score: -47344892.000000 Penalty: 6600.933594
	Iteration 113Q: 3 clusters Score -4.734489e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 593419 members 
Entering Unmasked Estep 
Score: -47344892.000000 Penalty: 6600.933594
	Iteration 114F: 3 clusters Score -4.734489e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 8443 members 
Mstep: Class 3 contains 8774 members 
Mstep: Class 4 contains 11217 members 
Mstep: Class 5 contains 24835 members 
Mstep: Class 6 contains 79708 members 
Mstep: Class 7 contains 12478 members 
Mstep: Class 8 contains 2208 members 
Mstep: Class 9 contains 74908 members 
Mstep: Class 10 contains 17693 members 
Mstep: Class 11 contains 152186 members 
Mstep: Class 12 contains 28997 members 
Mstep: Class 13 contains 8121 members 
Mstep: Class 14 contains 10129 members 
Mstep: Class 15 contains 2481 members 
Mstep: Class 16 contains 44558 members 
Mstep: Class 17 contains 6800 members 
Mstep: Class 18 contains 10934 members 
Mstep: Class 19 contains 36325 members 
Mstep: Class 20 contains 3531 members 
Mstep: Class 21 contains 17257 members 
Mstep: Class 22 contains 10777 members 
Mstep: Class 23 contains 8922 members 
Mstep: Class 24 contains 4971 members 
Mstep: Class 25 contains 29736 members 
Mstep: Class 26 contains 25308 members 
Mstep: Class 27 contains 16143 members 
Mstep: Class 28 contains 102468 members 
Mstep: Class 29 contains 87476 members 
Mstep: Class 30 contains 2242 members 
Mstep: Class 31 contains 2203 members 
Mstep: Class 32 contains 8216 members 
Mstep: Class 33 contains 593419 members 
Entering Unmasked Estep 
Score: -111980448.000000 Penalty: 116180.585938
Splitting cluster 3 changes total score from -111979488.000000 to -111980448.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 4 (11217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Entering Unmasked Estep 
Score: -862671.375000 Penalty: 2312.645996
	Iteration 0F: 2 clusters Score -862671.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -854297.750000 Penalty: 4625.291992
	Iteration 0F: 3 clusters Score -854297.8 nChanged 4604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -856806.875000 Penalty: 4625.291992
	Iteration 1F: 3 clusters Score -856806.9 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -857238.625000 Penalty: 4625.291992
	Iteration 2F: 3 clusters Score -857238.6 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -857579.375000 Penalty: 4625.291992
	Iteration 3F: 3 clusters Score -857579.4 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -857861.562500 Penalty: 4625.291992
	Iteration 4Q: 3 clusters Score -857861.6 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -858085.312500 Penalty: 4625.291992
	Iteration 5Q: 3 clusters Score -858085.3 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -858263.500000 Penalty: 4625.291992
	Iteration 6Q: 3 clusters Score -858263.5 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -858400.812500 Penalty: 4625.291992
	Iteration 7Q: 3 clusters Score -858400.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -858517.625000 Penalty: 4625.291992
	Iteration 8Q: 3 clusters Score -858517.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -858645.062500 Penalty: 4625.291992
	Iteration 9Q: 3 clusters Score -858645.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -858780.250000 Penalty: 4625.291992
	Iteration 10Q: 3 clusters Score -858780.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -858913.875000 Penalty: 4625.291992
	Iteration 11Q: 3 clusters Score -858913.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -859019.875000 Penalty: 4625.291992
	Iteration 12Q: 3 clusters Score -859019.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -859111.750000 Penalty: 4625.291992
	Iteration 13Q: 3 clusters Score -859111.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -859208.312500 Penalty: 4625.291992
	Iteration 14Q: 3 clusters Score -859208.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -859295.750000 Penalty: 4625.291992
	Iteration 15Q: 3 clusters Score -859295.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -859380.500000 Penalty: 4625.291992
	Iteration 16Q: 3 clusters Score -859380.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -859456.750000 Penalty: 4625.291992
	Iteration 17Q: 3 clusters Score -859456.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -859516.312500 Penalty: 4625.291992
	Iteration 18Q: 3 clusters Score -859516.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -859556.000000 Penalty: 4625.291992
	Iteration 19Q: 3 clusters Score -859556 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -859591.062500 Penalty: 4625.291992
	Iteration 20F: 3 clusters Score -859591.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -859620.875000 Penalty: 4625.291992
	Iteration 21Q: 3 clusters Score -859620.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -859647.750000 Penalty: 4625.291992
	Iteration 22Q: 3 clusters Score -859647.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -859663.437500 Penalty: 4625.291992
	Iteration 23Q: 3 clusters Score -859663.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -859678.375000 Penalty: 4625.291992
	Iteration 24Q: 3 clusters Score -859678.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -859689.562500 Penalty: 4625.291992
	Iteration 25Q: 3 clusters Score -859689.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -859703.437500 Penalty: 4625.291992
	Iteration 26Q: 3 clusters Score -859703.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -859712.625000 Penalty: 4625.291992
	Iteration 27Q: 3 clusters Score -859712.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -859727.187500 Penalty: 4625.291992
	Iteration 28Q: 3 clusters Score -859727.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -859736.687500 Penalty: 4625.291992
	Iteration 29Q: 3 clusters Score -859736.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -859745.125000 Penalty: 4625.291992
	Iteration 30Q: 3 clusters Score -859745.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -859755.687500 Penalty: 4625.291992
	Iteration 31Q: 3 clusters Score -859755.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -859760.875000 Penalty: 4625.291992
	Iteration 32Q: 3 clusters Score -859760.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -859769.312500 Penalty: 4625.291992
	Iteration 33Q: 3 clusters Score -859769.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -859774.562500 Penalty: 4625.291992
	Iteration 34Q: 3 clusters Score -859774.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -859780.750000 Penalty: 4625.291992
	Iteration 35Q: 3 clusters Score -859780.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -859780.687500 Penalty: 4625.291992
	Iteration 36Q: 3 clusters Score -859780.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -859781.937500 Penalty: 4625.291992
	Iteration 37Q: 3 clusters Score -859781.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -859786.000000 Penalty: 4625.291992
	Iteration 38Q: 3 clusters Score -859786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -859788.875000 Penalty: 4625.291992
	Iteration 39Q: 3 clusters Score -859788.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -859787.750000 Penalty: 4625.291992
	Iteration 40F: 3 clusters Score -859787.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -859789.000000 Penalty: 4625.291992
	Iteration 41Q: 3 clusters Score -859789 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -859791.250000 Penalty: 4625.291992
	Iteration 42Q: 3 clusters Score -859791.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -859794.062500 Penalty: 4625.291992
	Iteration 43Q: 3 clusters Score -859794.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -859799.375000 Penalty: 4625.291992
	Iteration 44Q: 3 clusters Score -859799.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -859805.000000 Penalty: 4625.291992
	Iteration 45Q: 3 clusters Score -859805 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -859809.875000 Penalty: 4625.291992
	Iteration 46Q: 3 clusters Score -859809.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -859814.937500 Penalty: 4625.291992
	Iteration 47Q: 3 clusters Score -859814.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -859822.062500 Penalty: 4625.291992
	Iteration 48Q: 3 clusters Score -859822.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -859828.562500 Penalty: 4625.291992
	Iteration 49Q: 3 clusters Score -859828.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -859831.875000 Penalty: 4625.291992
	Iteration 50Q: 3 clusters Score -859831.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -859838.875000 Penalty: 4625.291992
	Iteration 51Q: 3 clusters Score -859838.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -859849.312500 Penalty: 4625.291992
	Iteration 52Q: 3 clusters Score -859849.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -859853.250000 Penalty: 4625.291992
	Iteration 53Q: 3 clusters Score -859853.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -859857.250000 Penalty: 4625.291992
	Iteration 54Q: 3 clusters Score -859857.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -859859.562500 Penalty: 4625.291992
	Iteration 55Q: 3 clusters Score -859859.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -859860.937500 Penalty: 4625.291992
	Iteration 56Q: 3 clusters Score -859860.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -859862.437500 Penalty: 4625.291992
	Iteration 57Q: 3 clusters Score -859862.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -859864.625000 Penalty: 4625.291992
	Iteration 58Q: 3 clusters Score -859864.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -859868.625000 Penalty: 4625.291992
	Iteration 59Q: 3 clusters Score -859868.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -859870.687500 Penalty: 4625.291992
	Iteration 60F: 3 clusters Score -859870.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -859876.062500 Penalty: 4625.291992
	Iteration 61Q: 3 clusters Score -859876.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -859881.812500 Penalty: 4625.291992
	Iteration 62Q: 3 clusters Score -859881.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -859886.250000 Penalty: 4625.291992
	Iteration 63Q: 3 clusters Score -859886.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -859888.812500 Penalty: 4625.291992
	Iteration 64Q: 3 clusters Score -859888.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -859890.250000 Penalty: 4625.291992
	Iteration 65Q: 3 clusters Score -859890.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -859892.187500 Penalty: 4625.291992
	Iteration 66Q: 3 clusters Score -859892.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -859892.750000 Penalty: 4625.291992
	Iteration 67Q: 3 clusters Score -859892.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -859896.312500 Penalty: 4625.291992
	Iteration 68Q: 3 clusters Score -859896.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -859900.187500 Penalty: 4625.291992
	Iteration 69Q: 3 clusters Score -859900.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -859902.562500 Penalty: 4625.291992
	Iteration 70Q: 3 clusters Score -859902.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -859905.187500 Penalty: 4625.291992
	Iteration 71Q: 3 clusters Score -859905.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -859913.062500 Penalty: 4625.291992
	Iteration 72Q: 3 clusters Score -859913.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -859916.062500 Penalty: 4625.291992
	Iteration 73Q: 3 clusters Score -859916.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -859919.187500 Penalty: 4625.291992
	Iteration 74Q: 3 clusters Score -859919.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -859924.500000 Penalty: 4625.291992
	Iteration 75Q: 3 clusters Score -859924.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -859929.875000 Penalty: 4625.291992
	Iteration 76Q: 3 clusters Score -859929.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -859937.625000 Penalty: 4625.291992
	Iteration 77Q: 3 clusters Score -859937.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -859942.187500 Penalty: 4625.291992
	Iteration 78Q: 3 clusters Score -859942.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -859946.000000 Penalty: 4625.291992
	Iteration 79Q: 3 clusters Score -859946 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -859951.750000 Penalty: 4625.291992
	Iteration 80F: 3 clusters Score -859951.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -859954.250000 Penalty: 4625.291992
	Iteration 81Q: 3 clusters Score -859954.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -859959.687500 Penalty: 4625.291992
	Iteration 82Q: 3 clusters Score -859959.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -859969.750000 Penalty: 4625.291992
	Iteration 83Q: 3 clusters Score -859969.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -859981.625000 Penalty: 4625.291992
	Iteration 84Q: 3 clusters Score -859981.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -860001.500000 Penalty: 4625.291992
	Iteration 85Q: 3 clusters Score -860001.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -860027.062500 Penalty: 4625.291992
	Iteration 86Q: 3 clusters Score -860027.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -860053.250000 Penalty: 4625.291992
	Iteration 87Q: 3 clusters Score -860053.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -860081.250000 Penalty: 4625.291992
	Iteration 88Q: 3 clusters Score -860081.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -860110.187500 Penalty: 4625.291992
	Iteration 89Q: 3 clusters Score -860110.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -860150.750000 Penalty: 4625.291992
	Iteration 90Q: 3 clusters Score -860150.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -860186.687500 Penalty: 4625.291992
	Iteration 91Q: 3 clusters Score -860186.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -860225.937500 Penalty: 4625.291992
	Iteration 92Q: 3 clusters Score -860225.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -860258.812500 Penalty: 4625.291992
	Iteration 93Q: 3 clusters Score -860258.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -860283.125000 Penalty: 4625.291992
	Iteration 94Q: 3 clusters Score -860283.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -860306.625000 Penalty: 4625.291992
	Iteration 95Q: 3 clusters Score -860306.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -860327.000000 Penalty: 4625.291992
	Iteration 96Q: 3 clusters Score -860327 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -860342.062500 Penalty: 4625.291992
	Iteration 97Q: 3 clusters Score -860342.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -860355.937500 Penalty: 4625.291992
	Iteration 98Q: 3 clusters Score -860355.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -860370.500000 Penalty: 4625.291992
	Iteration 99Q: 3 clusters Score -860370.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -860381.500000 Penalty: 4625.291992
	Iteration 100F: 3 clusters Score -860381.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -860391.687500 Penalty: 4625.291992
	Iteration 101Q: 3 clusters Score -860391.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -860402.750000 Penalty: 4625.291992
	Iteration 102Q: 3 clusters Score -860402.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -860413.500000 Penalty: 4625.291992
	Iteration 103Q: 3 clusters Score -860413.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -860423.312500 Penalty: 4625.291992
	Iteration 104Q: 3 clusters Score -860423.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -860436.187500 Penalty: 4625.291992
	Iteration 105Q: 3 clusters Score -860436.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -860447.312500 Penalty: 4625.291992
	Iteration 106Q: 3 clusters Score -860447.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -860452.062500 Penalty: 4625.291992
	Iteration 107Q: 3 clusters Score -860452.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -860460.437500 Penalty: 4625.291992
	Iteration 108Q: 3 clusters Score -860460.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -860463.625000 Penalty: 4625.291992
	Iteration 109Q: 3 clusters Score -860463.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -860469.437500 Penalty: 4625.291992
	Iteration 110Q: 3 clusters Score -860469.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -860473.375000 Penalty: 4625.291992
	Iteration 111Q: 3 clusters Score -860473.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -860478.437500 Penalty: 4625.291992
	Iteration 112Q: 3 clusters Score -860478.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -860485.500000 Penalty: 4625.291992
	Iteration 113Q: 3 clusters Score -860485.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -860487.000000 Penalty: 4625.291992
	Iteration 114Q: 3 clusters Score -860487 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -860488.812500 Penalty: 4625.291992
	Iteration 115Q: 3 clusters Score -860488.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -860493.437500 Penalty: 4625.291992
	Iteration 116Q: 3 clusters Score -860493.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -860494.937500 Penalty: 4625.291992
	Iteration 117Q: 3 clusters Score -860494.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -860497.125000 Penalty: 4625.291992
	Iteration 118Q: 3 clusters Score -860497.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -860497.937500 Penalty: 4625.291992
	Iteration 119Q: 3 clusters Score -860497.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -860499.187500 Penalty: 4625.291992
	Iteration 120F: 3 clusters Score -860499.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -860499.875000 Penalty: 4625.291992
	Iteration 121Q: 3 clusters Score -860499.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -860499.875000 Penalty: 4625.291992
	Iteration 122F: 3 clusters Score -860499.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (24835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24835 members 
Entering Unmasked Estep 
Score: -1956616.000000 Penalty: 2509.762451
	Iteration 0F: 2 clusters Score -1956616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -1939316.250000 Penalty: 5019.524902
	Iteration 0F: 3 clusters Score -1939316 nChanged 11060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -1945455.000000 Penalty: 5019.524902
	Iteration 1F: 3 clusters Score -1945455 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -1945940.125000 Penalty: 5019.524902
	Iteration 2F: 3 clusters Score -1945940 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -1946418.375000 Penalty: 5019.524902
	Iteration 3Q: 3 clusters Score -1946418 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -1946872.875000 Penalty: 5019.524902
	Iteration 4Q: 3 clusters Score -1946873 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -1947304.875000 Penalty: 5019.524902
	Iteration 5Q: 3 clusters Score -1947305 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -1947758.625000 Penalty: 5019.524902
	Iteration 6Q: 3 clusters Score -1947759 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -1948286.875000 Penalty: 5019.524902
	Iteration 7Q: 3 clusters Score -1948287 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -1948915.125000 Penalty: 5019.524902
	Iteration 8Q: 3 clusters Score -1948915 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 15897 members 
Entering Unmasked Estep 
Score: -1949601.750000 Penalty: 5019.524902
	Iteration 9Q: 3 clusters Score -1949602 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -1950299.250000 Penalty: 5019.524902
	Iteration 10Q: 3 clusters Score -1950299 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 17604 members 
Entering Unmasked Estep 
Score: -1951068.750000 Penalty: 5019.524902
	Iteration 11Q: 3 clusters Score -1951069 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 18405 members 
Entering Unmasked Estep 
Score: -1951716.375000 Penalty: 5019.524902
	Iteration 12Q: 3 clusters Score -1951716 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 19058 members 
Entering Unmasked Estep 
Score: -1952179.125000 Penalty: 5019.524902
	Iteration 13Q: 3 clusters Score -1952179 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 19603 members 
Entering Unmasked Estep 
Score: -1952519.750000 Penalty: 5019.524902
	Iteration 14Q: 3 clusters Score -1952520 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 20125 members 
Entering Unmasked Estep 
Score: -1952829.125000 Penalty: 5019.524902
	Iteration 15Q: 3 clusters Score -1952829 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 20592 members 
Entering Unmasked Estep 
Score: -1953087.250000 Penalty: 5019.524902
	Iteration 16Q: 3 clusters Score -1953087 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 20982 members 
Entering Unmasked Estep 
Score: -1953292.125000 Penalty: 5019.524902
	Iteration 17Q: 3 clusters Score -1953292 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 21335 members 
Entering Unmasked Estep 
Score: -1953494.625000 Penalty: 5019.524902
	Iteration 18Q: 3 clusters Score -1953495 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 21669 members 
Entering Unmasked Estep 
Score: -1953692.000000 Penalty: 5019.524902
	Iteration 19Q: 3 clusters Score -1953692 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 21969 members 
Entering Unmasked Estep 
Score: -1953851.500000 Penalty: 5019.524902
	Iteration 20F: 3 clusters Score -1953852 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 22226 members 
Entering Unmasked Estep 
Score: -1953983.500000 Penalty: 5019.524902
	Iteration 21Q: 3 clusters Score -1953984 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 22445 members 
Entering Unmasked Estep 
Score: -1954087.250000 Penalty: 5019.524902
	Iteration 22Q: 3 clusters Score -1954087 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 22620 members 
Entering Unmasked Estep 
Score: -1954170.500000 Penalty: 5019.524902
	Iteration 23Q: 3 clusters Score -1954170 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 22771 members 
Entering Unmasked Estep 
Score: -1954225.750000 Penalty: 5019.524902
	Iteration 24Q: 3 clusters Score -1954226 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 22907 members 
Entering Unmasked Estep 
Score: -1954287.875000 Penalty: 5019.524902
	Iteration 25Q: 3 clusters Score -1954288 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 23014 members 
Entering Unmasked Estep 
Score: -1954338.625000 Penalty: 5019.524902
	Iteration 26Q: 3 clusters Score -1954339 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 23127 members 
Entering Unmasked Estep 
Score: -1954391.250000 Penalty: 5019.524902
	Iteration 27Q: 3 clusters Score -1954391 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 23235 members 
Entering Unmasked Estep 
Score: -1954442.625000 Penalty: 5019.524902
	Iteration 28Q: 3 clusters Score -1954443 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 23326 members 
Entering Unmasked Estep 
Score: -1954473.250000 Penalty: 5019.524902
	Iteration 29Q: 3 clusters Score -1954473 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 23408 members 
Entering Unmasked Estep 
Score: -1954517.875000 Penalty: 5019.524902
	Iteration 30Q: 3 clusters Score -1954518 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 23465 members 
Entering Unmasked Estep 
Score: -1954548.250000 Penalty: 5019.524902
	Iteration 31Q: 3 clusters Score -1954548 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 23527 members 
Entering Unmasked Estep 
Score: -1954582.875000 Penalty: 5019.524902
	Iteration 32Q: 3 clusters Score -1954583 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 23579 members 
Entering Unmasked Estep 
Score: -1954603.000000 Penalty: 5019.524902
	Iteration 33Q: 3 clusters Score -1954603 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 23618 members 
Entering Unmasked Estep 
Score: -1954618.875000 Penalty: 5019.524902
	Iteration 34Q: 3 clusters Score -1954619 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 23651 members 
Entering Unmasked Estep 
Score: -1954633.500000 Penalty: 5019.524902
	Iteration 35Q: 3 clusters Score -1954634 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 23673 members 
Entering Unmasked Estep 
Score: -1954642.500000 Penalty: 5019.524902
	Iteration 36Q: 3 clusters Score -1954642 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 23696 members 
Entering Unmasked Estep 
Score: -1954651.375000 Penalty: 5019.524902
	Iteration 37Q: 3 clusters Score -1954651 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 23719 members 
Entering Unmasked Estep 
Score: -1954662.125000 Penalty: 5019.524902
	Iteration 38Q: 3 clusters Score -1954662 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 23741 members 
Entering Unmasked Estep 
Score: -1954671.500000 Penalty: 5019.524902
	Iteration 39Q: 3 clusters Score -1954672 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 23759 members 
Entering Unmasked Estep 
Score: -1954680.750000 Penalty: 5019.524902
	Iteration 40F: 3 clusters Score -1954681 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 23787 members 
Entering Unmasked Estep 
Score: -1954693.750000 Penalty: 5019.524902
	Iteration 41Q: 3 clusters Score -1954694 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 23812 members 
Entering Unmasked Estep 
Score: -1954707.375000 Penalty: 5019.524902
	Iteration 42Q: 3 clusters Score -1954707 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 23831 members 
Entering Unmasked Estep 
Score: -1954714.125000 Penalty: 5019.524902
	Iteration 43Q: 3 clusters Score -1954714 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 23842 members 
Entering Unmasked Estep 
Score: -1954718.750000 Penalty: 5019.524902
	Iteration 44Q: 3 clusters Score -1954719 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 23851 members 
Entering Unmasked Estep 
Score: -1954722.500000 Penalty: 5019.524902
	Iteration 45Q: 3 clusters Score -1954722 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 23863 members 
Entering Unmasked Estep 
Score: -1954727.875000 Penalty: 5019.524902
	Iteration 46Q: 3 clusters Score -1954728 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 23875 members 
Entering Unmasked Estep 
Score: -1954734.500000 Penalty: 5019.524902
	Iteration 47Q: 3 clusters Score -1954734 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 23885 members 
Entering Unmasked Estep 
Score: -1954741.125000 Penalty: 5019.524902
	Iteration 48Q: 3 clusters Score -1954741 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 23897 members 
Entering Unmasked Estep 
Score: -1954745.750000 Penalty: 5019.524902
	Iteration 49Q: 3 clusters Score -1954746 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 23907 members 
Entering Unmasked Estep 
Score: -1954749.750000 Penalty: 5019.524902
	Iteration 50Q: 3 clusters Score -1954750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 23916 members 
Entering Unmasked Estep 
Score: -1954755.375000 Penalty: 5019.524902
	Iteration 51Q: 3 clusters Score -1954755 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 23924 members 
Entering Unmasked Estep 
Score: -1954758.500000 Penalty: 5019.524902
	Iteration 52Q: 3 clusters Score -1954758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 23931 members 
Entering Unmasked Estep 
Score: -1954763.750000 Penalty: 5019.524902
	Iteration 53Q: 3 clusters Score -1954764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 23934 members 
Entering Unmasked Estep 
Score: -1954766.500000 Penalty: 5019.524902
	Iteration 54Q: 3 clusters Score -1954766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 23940 members 
Entering Unmasked Estep 
Score: -1954768.375000 Penalty: 5019.524902
	Iteration 55Q: 3 clusters Score -1954768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 23945 members 
Entering Unmasked Estep 
Score: -1954770.750000 Penalty: 5019.524902
	Iteration 56Q: 3 clusters Score -1954771 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 23953 members 
Entering Unmasked Estep 
Score: -1954776.250000 Penalty: 5019.524902
	Iteration 57Q: 3 clusters Score -1954776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 23958 members 
Entering Unmasked Estep 
Score: -1954777.250000 Penalty: 5019.524902
	Iteration 58Q: 3 clusters Score -1954777 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 23961 members 
Entering Unmasked Estep 
Score: -1954781.750000 Penalty: 5019.524902
	Iteration 59Q: 3 clusters Score -1954782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 23966 members 
Entering Unmasked Estep 
Score: -1954784.000000 Penalty: 5019.524902
	Iteration 60F: 3 clusters Score -1954784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 23968 members 
Entering Unmasked Estep 
Score: -1954783.625000 Penalty: 5019.524902
	Iteration 61Q: 3 clusters Score -1954784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 23972 members 
Entering Unmasked Estep 
Score: -1954784.750000 Penalty: 5019.524902
	Iteration 62Q: 3 clusters Score -1954785 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 23976 members 
Entering Unmasked Estep 
Score: -1954785.625000 Penalty: 5019.524902
	Iteration 63Q: 3 clusters Score -1954786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 23981 members 
Entering Unmasked Estep 
Score: -1954790.000000 Penalty: 5019.524902
	Iteration 64Q: 3 clusters Score -1954790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 23982 members 
Entering Unmasked Estep 
Score: -1954790.625000 Penalty: 5019.524902
	Iteration 65Q: 3 clusters Score -1954791 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 23982 members 
Entering Unmasked Estep 
Score: -1954790.625000 Penalty: 5019.524902
	Iteration 66F: 3 clusters Score -1954791 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (79708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79708 members 
Entering Unmasked Estep 
Score: -6471662.000000 Penalty: 2798.958984
	Iteration 0F: 2 clusters Score -6471662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39734 members 
Mstep: Class 2 contains 39974 members 
Entering Unmasked Estep 
Score: -6418430.500000 Penalty: 5597.917969
	Iteration 0F: 3 clusters Score -6418430 nChanged 37298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38516 members 
Mstep: Class 2 contains 41192 members 
Entering Unmasked Estep 
Score: -6438991.000000 Penalty: 5597.917969
	Iteration 1F: 3 clusters Score -6438991 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37790 members 
Mstep: Class 2 contains 41918 members 
Entering Unmasked Estep 
Score: -6439622.000000 Penalty: 5597.917969
	Iteration 2Q: 3 clusters Score -6439622 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36692 members 
Mstep: Class 2 contains 43016 members 
Entering Unmasked Estep 
Score: -6440255.500000 Penalty: 5597.917969
	Iteration 3Q: 3 clusters Score -6440256 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35093 members 
Mstep: Class 2 contains 44615 members 
Entering Unmasked Estep 
Score: -6441084.500000 Penalty: 5597.917969
	Iteration 4Q: 3 clusters Score -6441084 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32655 members 
Mstep: Class 2 contains 47053 members 
Entering Unmasked Estep 
Score: -6442215.500000 Penalty: 5597.917969
	Iteration 5Q: 3 clusters Score -6442216 nChanged 3914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29119 members 
Mstep: Class 2 contains 50589 members 
Entering Unmasked Estep 
Score: -6444183.000000 Penalty: 5597.917969
	Iteration 6Q: 3 clusters Score -6444183 nChanged 5081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24176 members 
Mstep: Class 2 contains 55532 members 
Entering Unmasked Estep 
Score: -6447423.500000 Penalty: 5597.917969
	Iteration 7F: 3 clusters Score -6447424 nChanged 6331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 61787 members 
Entering Unmasked Estep 
Score: -6452611.000000 Penalty: 5597.917969
	Iteration 8F: 3 clusters Score -6452611 nChanged 6698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 68455 members 
Entering Unmasked Estep 
Score: -6458827.000000 Penalty: 5597.917969
	Iteration 9F: 3 clusters Score -6458827 nChanged 5546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 73987 members 
Entering Unmasked Estep 
Score: -6464246.000000 Penalty: 5597.917969
	Iteration 10F: 3 clusters Score -6464246 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 77042 members 
Entering Unmasked Estep 
Score: -6467203.500000 Penalty: 5597.917969
	Iteration 11Q: 3 clusters Score -6467204 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 78336 members 
Entering Unmasked Estep 
Score: -6468423.000000 Penalty: 5597.917969
	Iteration 12Q: 3 clusters Score -6468423 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 78823 members 
Entering Unmasked Estep 
Score: -6468876.500000 Penalty: 5597.917969
	Iteration 13Q: 3 clusters Score -6468876 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 79030 members 
Entering Unmasked Estep 
Score: -6469079.500000 Penalty: 5597.917969
	Iteration 14Q: 3 clusters Score -6469080 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 79130 members 
Entering Unmasked Estep 
Score: -6469203.500000 Penalty: 5597.917969
	Iteration 15Q: 3 clusters Score -6469204 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 79170 members 
Entering Unmasked Estep 
Score: -6469263.000000 Penalty: 5597.917969
	Iteration 16Q: 3 clusters Score -6469263 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 79185 members 
Entering Unmasked Estep 
Score: -6469291.000000 Penalty: 5597.917969
	Iteration 17Q: 3 clusters Score -6469291 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 79201 members 
Entering Unmasked Estep 
Score: -6469307.000000 Penalty: 5597.917969
	Iteration 18Q: 3 clusters Score -6469307 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 79215 members 
Entering Unmasked Estep 
Score: -6469326.000000 Penalty: 5597.917969
	Iteration 19Q: 3 clusters Score -6469326 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 79220 members 
Entering Unmasked Estep 
Score: -6469332.500000 Penalty: 5597.917969
	Iteration 20F: 3 clusters Score -6469332 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 79224 members 
Entering Unmasked Estep 
Score: -6469350.500000 Penalty: 5597.917969
	Iteration 21Q: 3 clusters Score -6469350 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 79227 members 
Entering Unmasked Estep 
Score: -6469373.500000 Penalty: 5597.917969
	Iteration 22Q: 3 clusters Score -6469374 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 79227 members 
Entering Unmasked Estep 
Score: -6469383.500000 Penalty: 5597.917969
	Iteration 23Q: 3 clusters Score -6469384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 79230 members 
Entering Unmasked Estep 
Score: -6469381.500000 Penalty: 5597.917969
	Iteration 24Q: 3 clusters Score -6469382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 79231 members 
Entering Unmasked Estep 
Score: -6469381.500000 Penalty: 5597.917969
	Iteration 25Q: 3 clusters Score -6469382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 79232 members 
Entering Unmasked Estep 
Score: -6469383.000000 Penalty: 5597.917969
	Iteration 26Q: 3 clusters Score -6469383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 79233 members 
Entering Unmasked Estep 
Score: -6469383.500000 Penalty: 5597.917969
	Iteration 27Q: 3 clusters Score -6469384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 79234 members 
Entering Unmasked Estep 
Score: -6469390.500000 Penalty: 5597.917969
	Iteration 28Q: 3 clusters Score -6469390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 79235 members 
Entering Unmasked Estep 
Score: -6469389.000000 Penalty: 5597.917969
	Iteration 29Q: 3 clusters Score -6469389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 79236 members 
Entering Unmasked Estep 
Score: -6469391.500000 Penalty: 5597.917969
	Iteration 30Q: 3 clusters Score -6469392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 79236 members 
Entering Unmasked Estep 
Score: -6469391.500000 Penalty: 5597.917969
	Iteration 31F: 3 clusters Score -6469392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (12478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Entering Unmasked Estep 
Score: -1016614.062500 Penalty: 2339.067139
	Iteration 0F: 2 clusters Score -1016614 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1007427.437500 Penalty: 4678.134277
	Iteration 0F: 3 clusters Score -1007427 nChanged 5282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1010216.687500 Penalty: 4678.134277
	Iteration 1F: 3 clusters Score -1010217 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1010504.437500 Penalty: 4678.134277
	Iteration 2F: 3 clusters Score -1010504 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1010715.437500 Penalty: 4678.134277
	Iteration 3Q: 3 clusters Score -1010715 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1010909.687500 Penalty: 4678.134277
	Iteration 4Q: 3 clusters Score -1010910 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1011111.812500 Penalty: 4678.134277
	Iteration 5Q: 3 clusters Score -1011112 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1011350.437500 Penalty: 4678.134277
	Iteration 6Q: 3 clusters Score -1011350 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1011656.625000 Penalty: 4678.134277
	Iteration 7Q: 3 clusters Score -1011657 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1012052.125000 Penalty: 4678.134277
	Iteration 8Q: 3 clusters Score -1012052 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1012483.812500 Penalty: 4678.134277
	Iteration 9F: 3 clusters Score -1012484 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1012946.812500 Penalty: 4678.134277
	Iteration 10Q: 3 clusters Score -1012947 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1013400.375000 Penalty: 4678.134277
	Iteration 11Q: 3 clusters Score -1013400 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1013801.687500 Penalty: 4678.134277
	Iteration 12Q: 3 clusters Score -1013802 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1014173.750000 Penalty: 4678.134277
	Iteration 13Q: 3 clusters Score -1014174 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1014449.000000 Penalty: 4678.134277
	Iteration 14Q: 3 clusters Score -1014449 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1014624.687500 Penalty: 4678.134277
	Iteration 15Q: 3 clusters Score -1014625 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1014725.062500 Penalty: 4678.134277
	Iteration 16Q: 3 clusters Score -1014725 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1014817.562500 Penalty: 4678.134277
	Iteration 17Q: 3 clusters Score -1014818 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1014879.312500 Penalty: 4678.134277
	Iteration 18Q: 3 clusters Score -1014879 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1014911.312500 Penalty: 4678.134277
	Iteration 19Q: 3 clusters Score -1014911 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1014928.812500 Penalty: 4678.134277
	Iteration 20F: 3 clusters Score -1014929 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1014942.687500 Penalty: 4678.134277
	Iteration 21Q: 3 clusters Score -1014943 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1014951.750000 Penalty: 4678.134277
	Iteration 22Q: 3 clusters Score -1014952 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1014962.125000 Penalty: 4678.134277
	Iteration 23Q: 3 clusters Score -1014962 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1014965.000000 Penalty: 4678.134277
	Iteration 24Q: 3 clusters Score -1014965 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1014970.000000 Penalty: 4678.134277
	Iteration 25Q: 3 clusters Score -1014970 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1014974.750000 Penalty: 4678.134277
	Iteration 26Q: 3 clusters Score -1014975 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1014976.375000 Penalty: 4678.134277
	Iteration 27Q: 3 clusters Score -1014976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1014979.125000 Penalty: 4678.134277
	Iteration 28Q: 3 clusters Score -1014979 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1014978.750000 Penalty: 4678.134277
	Iteration 29Q: 3 clusters Score -1014979 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1014981.812500 Penalty: 4678.134277
	Iteration 30Q: 3 clusters Score -1014982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1014987.187500 Penalty: 4678.134277
	Iteration 31Q: 3 clusters Score -1014987 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1014990.500000 Penalty: 4678.134277
	Iteration 32Q: 3 clusters Score -1014990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1014993.375000 Penalty: 4678.134277
	Iteration 33Q: 3 clusters Score -1014993 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1014999.000000 Penalty: 4678.134277
	Iteration 34Q: 3 clusters Score -1014999 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1015004.375000 Penalty: 4678.134277
	Iteration 35Q: 3 clusters Score -1015004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1015006.000000 Penalty: 4678.134277
	Iteration 36Q: 3 clusters Score -1015006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1015006.000000 Penalty: 4678.134277
	Iteration 37F: 3 clusters Score -1015006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Entering Unmasked Estep 
Score: -142742.781250 Penalty: 1909.560913
	Iteration 0F: 2 clusters Score -142742.8 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 1079 members 
Entering Unmasked Estep 
Score: -140032.593750 Penalty: 3819.121826
	Iteration 0F: 3 clusters Score -140032.6 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -140631.562500 Penalty: 3819.121826
	Iteration 1F: 3 clusters Score -140631.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -140839.796875 Penalty: 3819.121826
	Iteration 2F: 3 clusters Score -140839.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -141003.296875 Penalty: 3819.121826
	Iteration 3F: 3 clusters Score -141003.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -141100.609375 Penalty: 3819.121826
	Iteration 4Q: 3 clusters Score -141100.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -141169.515625 Penalty: 3819.121826
	Iteration 5Q: 3 clusters Score -141169.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -141231.187500 Penalty: 3819.121826
	Iteration 6Q: 3 clusters Score -141231.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -141280.015625 Penalty: 3819.121826
	Iteration 7Q: 3 clusters Score -141280 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -141320.828125 Penalty: 3819.121826
	Iteration 8Q: 3 clusters Score -141320.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -141347.171875 Penalty: 3819.121826
	Iteration 9Q: 3 clusters Score -141347.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -141386.718750 Penalty: 3819.121826
	Iteration 10Q: 3 clusters Score -141386.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -141424.640625 Penalty: 3819.121826
	Iteration 11Q: 3 clusters Score -141424.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -141465.859375 Penalty: 3819.121826
	Iteration 12Q: 3 clusters Score -141465.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -141498.250000 Penalty: 3819.121826
	Iteration 13Q: 3 clusters Score -141498.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -141521.421875 Penalty: 3819.121826
	Iteration 14Q: 3 clusters Score -141521.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -141543.156250 Penalty: 3819.121826
	Iteration 15Q: 3 clusters Score -141543.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -141568.765625 Penalty: 3819.121826
	Iteration 16Q: 3 clusters Score -141568.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -141585.718750 Penalty: 3819.121826
	Iteration 17Q: 3 clusters Score -141585.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -141604.468750 Penalty: 3819.121826
	Iteration 18Q: 3 clusters Score -141604.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -141626.421875 Penalty: 3819.121826
	Iteration 19Q: 3 clusters Score -141626.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -141645.750000 Penalty: 3819.121826
	Iteration 20F: 3 clusters Score -141645.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -141680.421875 Penalty: 3819.121826
	Iteration 21Q: 3 clusters Score -141680.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -141718.828125 Penalty: 3819.121826
	Iteration 22Q: 3 clusters Score -141718.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -141742.453125 Penalty: 3819.121826
	Iteration 23Q: 3 clusters Score -141742.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -141768.625000 Penalty: 3819.121826
	Iteration 24Q: 3 clusters Score -141768.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -141790.265625 Penalty: 3819.121826
	Iteration 25Q: 3 clusters Score -141790.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -141803.921875 Penalty: 3819.121826
	Iteration 26Q: 3 clusters Score -141803.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -141824.687500 Penalty: 3819.121826
	Iteration 27Q: 3 clusters Score -141824.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -141837.218750 Penalty: 3819.121826
	Iteration 28Q: 3 clusters Score -141837.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -141854.453125 Penalty: 3819.121826
	Iteration 29Q: 3 clusters Score -141854.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -141869.375000 Penalty: 3819.121826
	Iteration 30Q: 3 clusters Score -141869.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -141877.781250 Penalty: 3819.121826
	Iteration 31Q: 3 clusters Score -141877.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -141880.734375 Penalty: 3819.121826
	Iteration 32Q: 3 clusters Score -141880.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -141886.296875 Penalty: 3819.121826
	Iteration 33Q: 3 clusters Score -141886.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -141891.718750 Penalty: 3819.121826
	Iteration 34Q: 3 clusters Score -141891.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -141899.015625 Penalty: 3819.121826
	Iteration 35Q: 3 clusters Score -141899 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -141907.375000 Penalty: 3819.121826
	Iteration 36Q: 3 clusters Score -141907.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -141910.750000 Penalty: 3819.121826
	Iteration 37Q: 3 clusters Score -141910.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -141913.218750 Penalty: 3819.121826
	Iteration 38Q: 3 clusters Score -141913.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -141915.750000 Penalty: 3819.121826
	Iteration 39Q: 3 clusters Score -141915.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -141918.671875 Penalty: 3819.121826
	Iteration 40F: 3 clusters Score -141918.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -141921.484375 Penalty: 3819.121826
	Iteration 41Q: 3 clusters Score -141921.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -141924.062500 Penalty: 3819.121826
	Iteration 42Q: 3 clusters Score -141924.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -141928.312500 Penalty: 3819.121826
	Iteration 43Q: 3 clusters Score -141928.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -141931.828125 Penalty: 3819.121826
	Iteration 44Q: 3 clusters Score -141931.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -141933.359375 Penalty: 3819.121826
	Iteration 45Q: 3 clusters Score -141933.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -141933.718750 Penalty: 3819.121826
	Iteration 46Q: 3 clusters Score -141933.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -141935.093750 Penalty: 3819.121826
	Iteration 47Q: 3 clusters Score -141935.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -141936.031250 Penalty: 3819.121826
	Iteration 48Q: 3 clusters Score -141936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -141936.031250 Penalty: 3819.121826
	Iteration 49F: 3 clusters Score -141936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (74908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74908 members 
Entering Unmasked Estep 
Score: -5893640.000000 Penalty: 2783.555908
	Iteration 0F: 2 clusters Score -5893640 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37440 members 
Mstep: Class 2 contains 37468 members 
Entering Unmasked Estep 
Score: -5843399.000000 Penalty: 5567.111816
	Iteration 0F: 3 clusters Score -5843399 nChanged 35155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37181 members 
Mstep: Class 2 contains 37727 members 
Entering Unmasked Estep 
Score: -5863173.000000 Penalty: 5567.111816
	Iteration 1F: 3 clusters Score -5863173 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37036 members 
Mstep: Class 2 contains 37872 members 
Entering Unmasked Estep 
Score: -5863770.500000 Penalty: 5567.111816
	Iteration 2Q: 3 clusters Score -5863770 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36788 members 
Mstep: Class 2 contains 38120 members 
Entering Unmasked Estep 
Score: -5864313.000000 Penalty: 5567.111816
	Iteration 3Q: 3 clusters Score -5864313 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36403 members 
Mstep: Class 2 contains 38505 members 
Entering Unmasked Estep 
Score: -5864886.500000 Penalty: 5567.111816
	Iteration 4Q: 3 clusters Score -5864886 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35819 members 
Mstep: Class 2 contains 39089 members 
Entering Unmasked Estep 
Score: -5865451.000000 Penalty: 5567.111816
	Iteration 5Q: 3 clusters Score -5865451 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35043 members 
Mstep: Class 2 contains 39865 members 
Entering Unmasked Estep 
Score: -5866089.500000 Penalty: 5567.111816
	Iteration 6Q: 3 clusters Score -5866090 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33929 members 
Mstep: Class 2 contains 40979 members 
Entering Unmasked Estep 
Score: -5866846.500000 Penalty: 5567.111816
	Iteration 7Q: 3 clusters Score -5866846 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32495 members 
Mstep: Class 2 contains 42413 members 
Entering Unmasked Estep 
Score: -5867897.000000 Penalty: 5567.111816
	Iteration 8Q: 3 clusters Score -5867897 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30549 members 
Mstep: Class 2 contains 44359 members 
Entering Unmasked Estep 
Score: -5869320.000000 Penalty: 5567.111816
	Iteration 9Q: 3 clusters Score -5869320 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28085 members 
Mstep: Class 2 contains 46823 members 
Entering Unmasked Estep 
Score: -5871472.000000 Penalty: 5567.111816
	Iteration 10Q: 3 clusters Score -5871472 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25258 members 
Mstep: Class 2 contains 49650 members 
Entering Unmasked Estep 
Score: -5874329.000000 Penalty: 5567.111816
	Iteration 11F: 3 clusters Score -5874329 nChanged 4044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22468 members 
Mstep: Class 2 contains 52440 members 
Entering Unmasked Estep 
Score: -5877367.000000 Penalty: 5567.111816
	Iteration 12F: 3 clusters Score -5877367 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20128 members 
Mstep: Class 2 contains 54780 members 
Entering Unmasked Estep 
Score: -5879725.000000 Penalty: 5567.111816
	Iteration 13Q: 3 clusters Score -5879725 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 56651 members 
Entering Unmasked Estep 
Score: -5881195.500000 Penalty: 5567.111816
	Iteration 14Q: 3 clusters Score -5881196 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16525 members 
Mstep: Class 2 contains 58383 members 
Entering Unmasked Estep 
Score: -5882205.000000 Penalty: 5567.111816
	Iteration 15Q: 3 clusters Score -5882205 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 60038 members 
Entering Unmasked Estep 
Score: -5883064.500000 Penalty: 5567.111816
	Iteration 16Q: 3 clusters Score -5883064 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 61658 members 
Entering Unmasked Estep 
Score: -5883857.500000 Penalty: 5567.111816
	Iteration 17Q: 3 clusters Score -5883858 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 63250 members 
Entering Unmasked Estep 
Score: -5884715.500000 Penalty: 5567.111816
	Iteration 18Q: 3 clusters Score -5884716 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 64825 members 
Entering Unmasked Estep 
Score: -5885570.500000 Penalty: 5567.111816
	Iteration 19Q: 3 clusters Score -5885570 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 66349 members 
Entering Unmasked Estep 
Score: -5886469.000000 Penalty: 5567.111816
	Iteration 20F: 3 clusters Score -5886469 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 67784 members 
Entering Unmasked Estep 
Score: -5887333.000000 Penalty: 5567.111816
	Iteration 21Q: 3 clusters Score -5887333 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 69001 members 
Entering Unmasked Estep 
Score: -5888060.000000 Penalty: 5567.111816
	Iteration 22Q: 3 clusters Score -5888060 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 70030 members 
Entering Unmasked Estep 
Score: -5888710.500000 Penalty: 5567.111816
	Iteration 23Q: 3 clusters Score -5888710 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 70914 members 
Entering Unmasked Estep 
Score: -5889317.000000 Penalty: 5567.111816
	Iteration 24Q: 3 clusters Score -5889317 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 71642 members 
Entering Unmasked Estep 
Score: -5889794.500000 Penalty: 5567.111816
	Iteration 25Q: 3 clusters Score -5889794 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 72237 members 
Entering Unmasked Estep 
Score: -5890182.000000 Penalty: 5567.111816
	Iteration 26Q: 3 clusters Score -5890182 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 72684 members 
Entering Unmasked Estep 
Score: -5890460.500000 Penalty: 5567.111816
	Iteration 27Q: 3 clusters Score -5890460 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 73000 members 
Entering Unmasked Estep 
Score: -5890683.000000 Penalty: 5567.111816
	Iteration 28Q: 3 clusters Score -5890683 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 73247 members 
Entering Unmasked Estep 
Score: -5890845.500000 Penalty: 5567.111816
	Iteration 29Q: 3 clusters Score -5890846 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 73441 members 
Entering Unmasked Estep 
Score: -5890958.500000 Penalty: 5567.111816
	Iteration 30Q: 3 clusters Score -5890958 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 73579 members 
Entering Unmasked Estep 
Score: -5891058.000000 Penalty: 5567.111816
	Iteration 31Q: 3 clusters Score -5891058 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 73682 members 
Entering Unmasked Estep 
Score: -5891104.500000 Penalty: 5567.111816
	Iteration 32Q: 3 clusters Score -5891104 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 73741 members 
Entering Unmasked Estep 
Score: -5891167.500000 Penalty: 5567.111816
	Iteration 33Q: 3 clusters Score -5891168 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 73791 members 
Entering Unmasked Estep 
Score: -5891201.000000 Penalty: 5567.111816
	Iteration 34Q: 3 clusters Score -5891201 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 73836 members 
Entering Unmasked Estep 
Score: -5891213.500000 Penalty: 5567.111816
	Iteration 35Q: 3 clusters Score -5891214 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 73870 members 
Entering Unmasked Estep 
Score: -5891238.500000 Penalty: 5567.111816
	Iteration 36Q: 3 clusters Score -5891238 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 73881 members 
Entering Unmasked Estep 
Score: -5891249.500000 Penalty: 5567.111816
	Iteration 37Q: 3 clusters Score -5891250 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 73897 members 
Entering Unmasked Estep 
Score: -5891254.500000 Penalty: 5567.111816
	Iteration 38Q: 3 clusters Score -5891254 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 73919 members 
Entering Unmasked Estep 
Score: -5891264.500000 Penalty: 5567.111816
	Iteration 39Q: 3 clusters Score -5891264 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 73938 members 
Entering Unmasked Estep 
Score: -5891283.000000 Penalty: 5567.111816
	Iteration 40F: 3 clusters Score -5891283 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 73962 members 
Entering Unmasked Estep 
Score: -5891300.500000 Penalty: 5567.111816
	Iteration 41Q: 3 clusters Score -5891300 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 73973 members 
Entering Unmasked Estep 
Score: -5891309.500000 Penalty: 5567.111816
	Iteration 42Q: 3 clusters Score -5891310 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 73981 members 
Entering Unmasked Estep 
Score: -5891313.500000 Penalty: 5567.111816
	Iteration 43Q: 3 clusters Score -5891314 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 73993 members 
Entering Unmasked Estep 
Score: -5891313.000000 Penalty: 5567.111816
	Iteration 44Q: 3 clusters Score -5891313 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 73998 members 
Entering Unmasked Estep 
Score: -5891317.000000 Penalty: 5567.111816
	Iteration 45Q: 3 clusters Score -5891317 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 74006 members 
Entering Unmasked Estep 
Score: -5891322.000000 Penalty: 5567.111816
	Iteration 46Q: 3 clusters Score -5891322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 74014 members 
Entering Unmasked Estep 
Score: -5891323.500000 Penalty: 5567.111816
	Iteration 47Q: 3 clusters Score -5891324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 74019 members 
Entering Unmasked Estep 
Score: -5891332.500000 Penalty: 5567.111816
	Iteration 48Q: 3 clusters Score -5891332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 74022 members 
Entering Unmasked Estep 
Score: -5891336.000000 Penalty: 5567.111816
	Iteration 49Q: 3 clusters Score -5891336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 74024 members 
Entering Unmasked Estep 
Score: -5891334.500000 Penalty: 5567.111816
	Iteration 50Q: 3 clusters Score -5891334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 74025 members 
Entering Unmasked Estep 
Score: -5891337.000000 Penalty: 5567.111816
	Iteration 51Q: 3 clusters Score -5891337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 74027 members 
Entering Unmasked Estep 
Score: -5891337.500000 Penalty: 5567.111816
	Iteration 52Q: 3 clusters Score -5891338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 74030 members 
Entering Unmasked Estep 
Score: -5891338.500000 Penalty: 5567.111816
	Iteration 53Q: 3 clusters Score -5891338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 74032 members 
Entering Unmasked Estep 
Score: -5891334.500000 Penalty: 5567.111816
	Iteration 54Q: 3 clusters Score -5891334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 74034 members 
Entering Unmasked Estep 
Score: -5891337.000000 Penalty: 5567.111816
	Iteration 55Q: 3 clusters Score -5891337 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 74034 members 
Entering Unmasked Estep 
Score: -5891337.000000 Penalty: 5567.111816
	Iteration 56F: 3 clusters Score -5891337 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (17693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Entering Unmasked Estep 
Score: -1403745.750000 Penalty: 2425.669434
	Iteration 0F: 2 clusters Score -1403746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -1391186.000000 Penalty: 4851.338867
	Iteration 0F: 3 clusters Score -1391186 nChanged 7738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -1395459.375000 Penalty: 4851.338867
	Iteration 1F: 3 clusters Score -1395459 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -1396132.000000 Penalty: 4851.338867
	Iteration 2F: 3 clusters Score -1396132 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -1396838.750000 Penalty: 4851.338867
	Iteration 3F: 3 clusters Score -1396839 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -1397592.875000 Penalty: 4851.338867
	Iteration 4F: 3 clusters Score -1397593 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -1398392.250000 Penalty: 4851.338867
	Iteration 5F: 3 clusters Score -1398392 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -1399188.750000 Penalty: 4851.338867
	Iteration 6F: 3 clusters Score -1399189 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -1399818.750000 Penalty: 4851.338867
	Iteration 7F: 3 clusters Score -1399819 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1400327.625000 Penalty: 4851.338867
	Iteration 8Q: 3 clusters Score -1400328 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1400705.750000 Penalty: 4851.338867
	Iteration 9Q: 3 clusters Score -1400706 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -1400957.875000 Penalty: 4851.338867
	Iteration 10Q: 3 clusters Score -1400958 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -1401184.625000 Penalty: 4851.338867
	Iteration 11Q: 3 clusters Score -1401185 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -1401360.000000 Penalty: 4851.338867
	Iteration 12Q: 3 clusters Score -1401360 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -1401491.125000 Penalty: 4851.338867
	Iteration 13Q: 3 clusters Score -1401491 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -1401621.375000 Penalty: 4851.338867
	Iteration 14Q: 3 clusters Score -1401621 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -1401753.875000 Penalty: 4851.338867
	Iteration 15Q: 3 clusters Score -1401754 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -1401900.000000 Penalty: 4851.338867
	Iteration 16Q: 3 clusters Score -1401900 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -1402023.125000 Penalty: 4851.338867
	Iteration 17Q: 3 clusters Score -1402023 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -1402148.625000 Penalty: 4851.338867
	Iteration 18Q: 3 clusters Score -1402149 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -1402298.500000 Penalty: 4851.338867
	Iteration 19Q: 3 clusters Score -1402298 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -1402415.750000 Penalty: 4851.338867
	Iteration 20F: 3 clusters Score -1402416 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -1402511.250000 Penalty: 4851.338867
	Iteration 21Q: 3 clusters Score -1402511 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -1402601.500000 Penalty: 4851.338867
	Iteration 22Q: 3 clusters Score -1402602 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -1402667.250000 Penalty: 4851.338867
	Iteration 23Q: 3 clusters Score -1402667 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -1402712.875000 Penalty: 4851.338867
	Iteration 24Q: 3 clusters Score -1402713 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -1402740.375000 Penalty: 4851.338867
	Iteration 25Q: 3 clusters Score -1402740 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -1402779.875000 Penalty: 4851.338867
	Iteration 26Q: 3 clusters Score -1402780 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -1402807.875000 Penalty: 4851.338867
	Iteration 27Q: 3 clusters Score -1402808 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -1402830.625000 Penalty: 4851.338867
	Iteration 28Q: 3 clusters Score -1402831 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -1402850.625000 Penalty: 4851.338867
	Iteration 29Q: 3 clusters Score -1402851 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -1402871.625000 Penalty: 4851.338867
	Iteration 30Q: 3 clusters Score -1402872 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -1402892.000000 Penalty: 4851.338867
	Iteration 31Q: 3 clusters Score -1402892 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -1402911.250000 Penalty: 4851.338867
	Iteration 32Q: 3 clusters Score -1402911 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -1402933.875000 Penalty: 4851.338867
	Iteration 33Q: 3 clusters Score -1402934 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -1402953.000000 Penalty: 4851.338867
	Iteration 34Q: 3 clusters Score -1402953 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -1402971.125000 Penalty: 4851.338867
	Iteration 35Q: 3 clusters Score -1402971 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -1402986.500000 Penalty: 4851.338867
	Iteration 36Q: 3 clusters Score -1402986 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -1402999.375000 Penalty: 4851.338867
	Iteration 37Q: 3 clusters Score -1402999 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -1403008.625000 Penalty: 4851.338867
	Iteration 38Q: 3 clusters Score -1403009 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -1403018.125000 Penalty: 4851.338867
	Iteration 39Q: 3 clusters Score -1403018 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -1403026.750000 Penalty: 4851.338867
	Iteration 40F: 3 clusters Score -1403027 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -1403031.125000 Penalty: 4851.338867
	Iteration 41Q: 3 clusters Score -1403031 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -1403046.375000 Penalty: 4851.338867
	Iteration 42Q: 3 clusters Score -1403046 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -1403050.375000 Penalty: 4851.338867
	Iteration 43Q: 3 clusters Score -1403050 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -1403062.250000 Penalty: 4851.338867
	Iteration 44Q: 3 clusters Score -1403062 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -1403069.750000 Penalty: 4851.338867
	Iteration 45Q: 3 clusters Score -1403070 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -1403083.250000 Penalty: 4851.338867
	Iteration 46Q: 3 clusters Score -1403083 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -1403089.375000 Penalty: 4851.338867
	Iteration 47Q: 3 clusters Score -1403089 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -1403098.625000 Penalty: 4851.338867
	Iteration 48Q: 3 clusters Score -1403099 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -1403108.125000 Penalty: 4851.338867
	Iteration 49Q: 3 clusters Score -1403108 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -1403119.750000 Penalty: 4851.338867
	Iteration 50Q: 3 clusters Score -1403120 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -1403123.375000 Penalty: 4851.338867
	Iteration 51Q: 3 clusters Score -1403123 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -1403127.250000 Penalty: 4851.338867
	Iteration 52Q: 3 clusters Score -1403127 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -1403138.875000 Penalty: 4851.338867
	Iteration 53Q: 3 clusters Score -1403139 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -1403153.000000 Penalty: 4851.338867
	Iteration 54Q: 3 clusters Score -1403153 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -1403154.125000 Penalty: 4851.338867
	Iteration 55Q: 3 clusters Score -1403154 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -1403164.875000 Penalty: 4851.338867
	Iteration 56Q: 3 clusters Score -1403165 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -1403166.750000 Penalty: 4851.338867
	Iteration 57Q: 3 clusters Score -1403167 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -1403169.375000 Penalty: 4851.338867
	Iteration 58Q: 3 clusters Score -1403169 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -1403170.625000 Penalty: 4851.338867
	Iteration 59Q: 3 clusters Score -1403171 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -1403170.500000 Penalty: 4851.338867
	Iteration 60F: 3 clusters Score -1403170 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -1403174.500000 Penalty: 4851.338867
	Iteration 61Q: 3 clusters Score -1403174 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -1403176.875000 Penalty: 4851.338867
	Iteration 62Q: 3 clusters Score -1403177 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -1403179.875000 Penalty: 4851.338867
	Iteration 63Q: 3 clusters Score -1403180 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -1403178.750000 Penalty: 4851.338867
	Iteration 64Q: 3 clusters Score -1403179 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -1403181.625000 Penalty: 4851.338867
	Iteration 65Q: 3 clusters Score -1403182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -1403181.000000 Penalty: 4851.338867
	Iteration 66Q: 3 clusters Score -1403181 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -1403183.250000 Penalty: 4851.338867
	Iteration 67Q: 3 clusters Score -1403183 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -1403179.875000 Penalty: 4851.338867
	Iteration 68Q: 3 clusters Score -1403180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -1403182.750000 Penalty: 4851.338867
	Iteration 69Q: 3 clusters Score -1403183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -1403184.500000 Penalty: 4851.338867
	Iteration 70Q: 3 clusters Score -1403184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -1403183.875000 Penalty: 4851.338867
	Iteration 71Q: 3 clusters Score -1403184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -1403183.875000 Penalty: 4851.338867
	Iteration 72F: 3 clusters Score -1403184 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (152186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152186 members 
Entering Unmasked Estep 
Score: -12202296.000000 Penalty: 2959.348877
	Iteration 0F: 2 clusters Score -1.22023e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75909 members 
Mstep: Class 2 contains 76277 members 
Entering Unmasked Estep 
Score: -12100259.000000 Penalty: 5918.697754
	Iteration 0F: 3 clusters Score -1.210026e+07 nChanged 72806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73509 members 
Mstep: Class 2 contains 78677 members 
Entering Unmasked Estep 
Score: -12142321.000000 Penalty: 5918.697754
	Iteration 1F: 3 clusters Score -1.214232e+07 nChanged 4625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71774 members 
Mstep: Class 2 contains 80412 members 
Entering Unmasked Estep 
Score: -12143450.000000 Penalty: 5918.697754
	Iteration 2Q: 3 clusters Score -1.214345e+07 nChanged 5181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68923 members 
Mstep: Class 2 contains 83263 members 
Entering Unmasked Estep 
Score: -12144833.000000 Penalty: 5918.697754
	Iteration 3Q: 3 clusters Score -1.214483e+07 nChanged 6177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64532 members 
Mstep: Class 2 contains 87654 members 
Entering Unmasked Estep 
Score: -12147174.000000 Penalty: 5918.697754
	Iteration 4Q: 3 clusters Score -1.214717e+07 nChanged 7993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57839 members 
Mstep: Class 2 contains 94347 members 
Entering Unmasked Estep 
Score: -12151138.000000 Penalty: 5918.697754
	Iteration 5F: 3 clusters Score -1.215114e+07 nChanged 10351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48420 members 
Mstep: Class 2 contains 103766 members 
Entering Unmasked Estep 
Score: -12157838.000000 Penalty: 5918.697754
	Iteration 6F: 3 clusters Score -1.215784e+07 nChanged 12518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36404 members 
Mstep: Class 2 contains 115782 members 
Entering Unmasked Estep 
Score: -12167619.000000 Penalty: 5918.697754
	Iteration 7F: 3 clusters Score -1.216762e+07 nChanged 12974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23704 members 
Mstep: Class 2 contains 128482 members 
Entering Unmasked Estep 
Score: -12179481.000000 Penalty: 5918.697754
	Iteration 8F: 3 clusters Score -1.217948e+07 nChanged 10239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 138547 members 
Entering Unmasked Estep 
Score: -12188616.000000 Penalty: 5918.697754
	Iteration 9F: 3 clusters Score -1.218862e+07 nChanged 6422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 144911 members 
Entering Unmasked Estep 
Score: -12194082.000000 Penalty: 5918.697754
	Iteration 10Q: 3 clusters Score -1.219408e+07 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 148363 members 
Entering Unmasked Estep 
Score: -12196930.000000 Penalty: 5918.697754
	Iteration 11Q: 3 clusters Score -1.219693e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 150104 members 
Entering Unmasked Estep 
Score: -12198283.000000 Penalty: 5918.697754
	Iteration 12Q: 3 clusters Score -1.219828e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 150963 members 
Entering Unmasked Estep 
Score: -12198984.000000 Penalty: 5918.697754
	Iteration 13Q: 3 clusters Score -1.219898e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 151337 members 
Entering Unmasked Estep 
Score: -12199266.000000 Penalty: 5918.697754
	Iteration 14Q: 3 clusters Score -1.219927e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 151515 members 
Entering Unmasked Estep 
Score: -12199443.000000 Penalty: 5918.697754
	Iteration 15Q: 3 clusters Score -1.219944e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 151601 members 
Entering Unmasked Estep 
Score: -12199527.000000 Penalty: 5918.697754
	Iteration 16Q: 3 clusters Score -1.219953e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 151645 members 
Entering Unmasked Estep 
Score: -12199557.000000 Penalty: 5918.697754
	Iteration 17Q: 3 clusters Score -1.219956e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 151673 members 
Entering Unmasked Estep 
Score: -12199577.000000 Penalty: 5918.697754
	Iteration 18Q: 3 clusters Score -1.219958e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 151697 members 
Entering Unmasked Estep 
Score: -12199616.000000 Penalty: 5918.697754
	Iteration 19Q: 3 clusters Score -1.219962e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 151711 members 
Entering Unmasked Estep 
Score: -12199626.000000 Penalty: 5918.697754
	Iteration 20F: 3 clusters Score -1.219963e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 151725 members 
Entering Unmasked Estep 
Score: -12199644.000000 Penalty: 5918.697754
	Iteration 21Q: 3 clusters Score -1.219964e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 151743 members 
Entering Unmasked Estep 
Score: -12199662.000000 Penalty: 5918.697754
	Iteration 22Q: 3 clusters Score -1.219966e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 151748 members 
Entering Unmasked Estep 
Score: -12199666.000000 Penalty: 5918.697754
	Iteration 23Q: 3 clusters Score -1.219967e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 151750 members 
Entering Unmasked Estep 
Score: -12199704.000000 Penalty: 5918.697754
	Iteration 24Q: 3 clusters Score -1.21997e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 151754 members 
Entering Unmasked Estep 
Score: -12199702.000000 Penalty: 5918.697754
	Iteration 25Q: 3 clusters Score -1.21997e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 151759 members 
Entering Unmasked Estep 
Score: -12199708.000000 Penalty: 5918.697754
	Iteration 26Q: 3 clusters Score -1.219971e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 151767 members 
Entering Unmasked Estep 
Score: -12199719.000000 Penalty: 5918.697754
	Iteration 27Q: 3 clusters Score -1.219972e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 151769 members 
Entering Unmasked Estep 
Score: -12199714.000000 Penalty: 5918.697754
	Iteration 28Q: 3 clusters Score -1.219971e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 151772 members 
Entering Unmasked Estep 
Score: -12199719.000000 Penalty: 5918.697754
	Iteration 29Q: 3 clusters Score -1.219972e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 151774 members 
Entering Unmasked Estep 
Score: -12199719.000000 Penalty: 5918.697754
	Iteration 30Q: 3 clusters Score -1.219972e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 151775 members 
Entering Unmasked Estep 
Score: -12199728.000000 Penalty: 5918.697754
	Iteration 31Q: 3 clusters Score -1.219973e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 151777 members 
Entering Unmasked Estep 
Score: -12199730.000000 Penalty: 5918.697754
	Iteration 32Q: 3 clusters Score -1.219973e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 151776 members 
Entering Unmasked Estep 
Score: -12199720.000000 Penalty: 5918.697754
	Iteration 33Q: 3 clusters Score -1.219972e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 151775 members 
Entering Unmasked Estep 
Score: -12199731.000000 Penalty: 5918.697754
	Iteration 34Q: 3 clusters Score -1.219973e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 151775 members 
Entering Unmasked Estep 
Score: -12199731.000000 Penalty: 5918.697754
	Iteration 35F: 3 clusters Score -1.219973e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (28997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28997 members 
Entering Unmasked Estep 
Score: -2364380.750000 Penalty: 2548.187012
	Iteration 0F: 2 clusters Score -2364381 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -2344428.750000 Penalty: 5096.374023
	Iteration 0F: 3 clusters Score -2344429 nChanged 13100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -2351520.000000 Penalty: 5096.374023
	Iteration 1F: 3 clusters Score -2351520 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -2351938.500000 Penalty: 5096.374023
	Iteration 2Q: 3 clusters Score -2351938 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -2352259.250000 Penalty: 5096.374023
	Iteration 3Q: 3 clusters Score -2352259 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
Score: -2352549.000000 Penalty: 5096.374023
	Iteration 4Q: 3 clusters Score -2352549 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 15663 members 
Entering Unmasked Estep 
Score: -2352801.750000 Penalty: 5096.374023
	Iteration 5Q: 3 clusters Score -2352802 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 16126 members 
Entering Unmasked Estep 
Score: -2353098.000000 Penalty: 5096.374023
	Iteration 6Q: 3 clusters Score -2353098 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 16799 members 
Entering Unmasked Estep 
Score: -2353529.750000 Penalty: 5096.374023
	Iteration 7Q: 3 clusters Score -2353530 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 17755 members 
Entering Unmasked Estep 
Score: -2354172.250000 Penalty: 5096.374023
	Iteration 8Q: 3 clusters Score -2354172 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 19100 members 
Entering Unmasked Estep 
Score: -2355199.000000 Penalty: 5096.374023
	Iteration 9F: 3 clusters Score -2355199 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 20763 members 
Entering Unmasked Estep 
Score: -2356605.500000 Penalty: 5096.374023
	Iteration 10F: 3 clusters Score -2356606 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 22554 members 
Entering Unmasked Estep 
Score: -2358240.250000 Penalty: 5096.374023
	Iteration 11F: 3 clusters Score -2358240 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 24070 members 
Entering Unmasked Estep 
Score: -2359673.000000 Penalty: 5096.374023
	Iteration 12F: 3 clusters Score -2359673 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 25195 members 
Entering Unmasked Estep 
Score: -2360697.250000 Penalty: 5096.374023
	Iteration 13Q: 3 clusters Score -2360697 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 25928 members 
Entering Unmasked Estep 
Score: -2361327.500000 Penalty: 5096.374023
	Iteration 14Q: 3 clusters Score -2361328 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 26394 members 
Entering Unmasked Estep 
Score: -2361753.250000 Penalty: 5096.374023
	Iteration 15Q: 3 clusters Score -2361753 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 26715 members 
Entering Unmasked Estep 
Score: -2362047.000000 Penalty: 5096.374023
	Iteration 16Q: 3 clusters Score -2362047 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 26927 members 
Entering Unmasked Estep 
Score: -2362207.500000 Penalty: 5096.374023
	Iteration 17Q: 3 clusters Score -2362208 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 27090 members 
Entering Unmasked Estep 
Score: -2362323.250000 Penalty: 5096.374023
	Iteration 18Q: 3 clusters Score -2362323 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 27208 members 
Entering Unmasked Estep 
Score: -2362420.000000 Penalty: 5096.374023
	Iteration 19Q: 3 clusters Score -2362420 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 27290 members 
Entering Unmasked Estep 
Score: -2362466.750000 Penalty: 5096.374023
	Iteration 20F: 3 clusters Score -2362467 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 27358 members 
Entering Unmasked Estep 
Score: -2362504.250000 Penalty: 5096.374023
	Iteration 21Q: 3 clusters Score -2362504 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 27414 members 
Entering Unmasked Estep 
Score: -2362531.500000 Penalty: 5096.374023
	Iteration 22Q: 3 clusters Score -2362532 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 27455 members 
Entering Unmasked Estep 
Score: -2362544.500000 Penalty: 5096.374023
	Iteration 23Q: 3 clusters Score -2362544 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 27484 members 
Entering Unmasked Estep 
Score: -2362565.000000 Penalty: 5096.374023
	Iteration 24Q: 3 clusters Score -2362565 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 27505 members 
Entering Unmasked Estep 
Score: -2362575.000000 Penalty: 5096.374023
	Iteration 25Q: 3 clusters Score -2362575 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 27530 members 
Entering Unmasked Estep 
Score: -2362586.500000 Penalty: 5096.374023
	Iteration 26Q: 3 clusters Score -2362586 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 27553 members 
Entering Unmasked Estep 
Score: -2362596.000000 Penalty: 5096.374023
	Iteration 27Q: 3 clusters Score -2362596 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 27568 members 
Entering Unmasked Estep 
Score: -2362604.250000 Penalty: 5096.374023
	Iteration 28Q: 3 clusters Score -2362604 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 27590 members 
Entering Unmasked Estep 
Score: -2362617.500000 Penalty: 5096.374023
	Iteration 29Q: 3 clusters Score -2362618 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 27606 members 
Entering Unmasked Estep 
Score: -2362625.250000 Penalty: 5096.374023
	Iteration 30Q: 3 clusters Score -2362625 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 27615 members 
Entering Unmasked Estep 
Score: -2362631.000000 Penalty: 5096.374023
	Iteration 31Q: 3 clusters Score -2362631 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 27633 members 
Entering Unmasked Estep 
Score: -2362636.750000 Penalty: 5096.374023
	Iteration 32Q: 3 clusters Score -2362637 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 27648 members 
Entering Unmasked Estep 
Score: -2362639.500000 Penalty: 5096.374023
	Iteration 33Q: 3 clusters Score -2362640 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 27659 members 
Entering Unmasked Estep 
Score: -2362647.250000 Penalty: 5096.374023
	Iteration 34Q: 3 clusters Score -2362647 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 27667 members 
Entering Unmasked Estep 
Score: -2362649.250000 Penalty: 5096.374023
	Iteration 35Q: 3 clusters Score -2362649 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 27676 members 
Entering Unmasked Estep 
Score: -2362657.750000 Penalty: 5096.374023
	Iteration 36Q: 3 clusters Score -2362658 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 27684 members 
Entering Unmasked Estep 
Score: -2362662.000000 Penalty: 5096.374023
	Iteration 37Q: 3 clusters Score -2362662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 27691 members 
Entering Unmasked Estep 
Score: -2362658.750000 Penalty: 5096.374023
	Iteration 38Q: 3 clusters Score -2362659 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 27699 members 
Entering Unmasked Estep 
Score: -2362662.750000 Penalty: 5096.374023
	Iteration 39Q: 3 clusters Score -2362663 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 27707 members 
Entering Unmasked Estep 
Score: -2362666.000000 Penalty: 5096.374023
	Iteration 40F: 3 clusters Score -2362666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 27712 members 
Entering Unmasked Estep 
Score: -2362666.250000 Penalty: 5096.374023
	Iteration 41Q: 3 clusters Score -2362666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 27713 members 
Entering Unmasked Estep 
Score: -2362668.750000 Penalty: 5096.374023
	Iteration 42Q: 3 clusters Score -2362669 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 27713 members 
Entering Unmasked Estep 
Score: -2362668.750000 Penalty: 5096.374023
	Iteration 43F: 3 clusters Score -2362669 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Entering Unmasked Estep 
Score: -602428.937500 Penalty: 2232.547852
	Iteration 0F: 2 clusters Score -602428.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -596016.062500 Penalty: 4465.095703
	Iteration 0F: 3 clusters Score -596016.1 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -598064.500000 Penalty: 4465.095703
	Iteration 1F: 3 clusters Score -598064.5 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -598750.250000 Penalty: 4465.095703
	Iteration 2F: 3 clusters Score -598750.2 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -599404.250000 Penalty: 4465.095703
	Iteration 3F: 3 clusters Score -599404.2 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -599984.937500 Penalty: 4465.095703
	Iteration 4F: 3 clusters Score -599984.9 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -600525.062500 Penalty: 4465.095703
	Iteration 5F: 3 clusters Score -600525.1 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -600949.062500 Penalty: 4465.095703
	Iteration 6F: 3 clusters Score -600949.1 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -601186.312500 Penalty: 4465.095703
	Iteration 7Q: 3 clusters Score -601186.3 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -601337.437500 Penalty: 4465.095703
	Iteration 8Q: 3 clusters Score -601337.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -601463.250000 Penalty: 4465.095703
	Iteration 9Q: 3 clusters Score -601463.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -601568.187500 Penalty: 4465.095703
	Iteration 10Q: 3 clusters Score -601568.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -601639.000000 Penalty: 4465.095703
	Iteration 11Q: 3 clusters Score -601639 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -601693.812500 Penalty: 4465.095703
	Iteration 12Q: 3 clusters Score -601693.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -601736.625000 Penalty: 4465.095703
	Iteration 13Q: 3 clusters Score -601736.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -601769.187500 Penalty: 4465.095703
	Iteration 14Q: 3 clusters Score -601769.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -601799.750000 Penalty: 4465.095703
	Iteration 15Q: 3 clusters Score -601799.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -601824.437500 Penalty: 4465.095703
	Iteration 16Q: 3 clusters Score -601824.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -601852.562500 Penalty: 4465.095703
	Iteration 17Q: 3 clusters Score -601852.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -601880.750000 Penalty: 4465.095703
	Iteration 18Q: 3 clusters Score -601880.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -601897.437500 Penalty: 4465.095703
	Iteration 19Q: 3 clusters Score -601897.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -601910.750000 Penalty: 4465.095703
	Iteration 20F: 3 clusters Score -601910.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -601921.750000 Penalty: 4465.095703
	Iteration 21Q: 3 clusters Score -601921.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -601934.937500 Penalty: 4465.095703
	Iteration 22Q: 3 clusters Score -601934.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -601946.312500 Penalty: 4465.095703
	Iteration 23Q: 3 clusters Score -601946.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -601953.875000 Penalty: 4465.095703
	Iteration 24Q: 3 clusters Score -601953.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -601956.250000 Penalty: 4465.095703
	Iteration 25Q: 3 clusters Score -601956.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -601958.375000 Penalty: 4465.095703
	Iteration 26Q: 3 clusters Score -601958.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -601961.250000 Penalty: 4465.095703
	Iteration 27Q: 3 clusters Score -601961.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -601964.312500 Penalty: 4465.095703
	Iteration 28Q: 3 clusters Score -601964.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -601966.812500 Penalty: 4465.095703
	Iteration 29Q: 3 clusters Score -601966.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -601969.812500 Penalty: 4465.095703
	Iteration 30Q: 3 clusters Score -601969.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -601975.375000 Penalty: 4465.095703
	Iteration 31Q: 3 clusters Score -601975.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -601981.187500 Penalty: 4465.095703
	Iteration 32Q: 3 clusters Score -601981.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -601988.187500 Penalty: 4465.095703
	Iteration 33Q: 3 clusters Score -601988.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -601992.750000 Penalty: 4465.095703
	Iteration 34Q: 3 clusters Score -601992.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -601996.500000 Penalty: 4465.095703
	Iteration 35Q: 3 clusters Score -601996.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -601997.812500 Penalty: 4465.095703
	Iteration 36Q: 3 clusters Score -601997.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -601999.500000 Penalty: 4465.095703
	Iteration 37Q: 3 clusters Score -601999.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -601999.687500 Penalty: 4465.095703
	Iteration 38Q: 3 clusters Score -601999.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -602005.000000 Penalty: 4465.095703
	Iteration 39Q: 3 clusters Score -602005 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -602003.437500 Penalty: 4465.095703
	Iteration 40F: 3 clusters Score -602003.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -602004.187500 Penalty: 4465.095703
	Iteration 41Q: 3 clusters Score -602004.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -602006.000000 Penalty: 4465.095703
	Iteration 42Q: 3 clusters Score -602006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -602006.000000 Penalty: 4465.095703
	Iteration 43F: 3 clusters Score -602006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Entering Unmasked Estep 
Score: -760577.500000 Penalty: 2287.343262
	Iteration 0F: 2 clusters Score -760577.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -752919.375000 Penalty: 4574.686523
	Iteration 0F: 3 clusters Score -752919.4 nChanged 4208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -755421.875000 Penalty: 4574.686523
	Iteration 1F: 3 clusters Score -755421.9 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -756110.562500 Penalty: 4574.686523
	Iteration 2F: 3 clusters Score -756110.6 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -756877.687500 Penalty: 4574.686523
	Iteration 3F: 3 clusters Score -756877.7 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -757538.125000 Penalty: 4574.686523
	Iteration 4F: 3 clusters Score -757538.1 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -758043.062500 Penalty: 4574.686523
	Iteration 5F: 3 clusters Score -758043.1 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -758367.562500 Penalty: 4574.686523
	Iteration 6Q: 3 clusters Score -758367.6 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -758616.625000 Penalty: 4574.686523
	Iteration 7Q: 3 clusters Score -758616.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -758816.625000 Penalty: 4574.686523
	Iteration 8Q: 3 clusters Score -758816.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -759003.375000 Penalty: 4574.686523
	Iteration 9Q: 3 clusters Score -759003.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -759166.062500 Penalty: 4574.686523
	Iteration 10Q: 3 clusters Score -759166.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -759372.875000 Penalty: 4574.686523
	Iteration 11Q: 3 clusters Score -759372.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -759590.625000 Penalty: 4574.686523
	Iteration 12Q: 3 clusters Score -759590.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -759773.937500 Penalty: 4574.686523
	Iteration 13Q: 3 clusters Score -759773.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -759929.937500 Penalty: 4574.686523
	Iteration 14Q: 3 clusters Score -759929.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -760000.687500 Penalty: 4574.686523
	Iteration 15Q: 3 clusters Score -760000.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -760029.000000 Penalty: 4574.686523
	Iteration 16Q: 3 clusters Score -760029 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -760046.375000 Penalty: 4574.686523
	Iteration 17Q: 3 clusters Score -760046.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -760053.875000 Penalty: 4574.686523
	Iteration 18Q: 3 clusters Score -760053.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -760061.437500 Penalty: 4574.686523
	Iteration 19Q: 3 clusters Score -760061.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -760067.187500 Penalty: 4574.686523
	Iteration 20F: 3 clusters Score -760067.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -760074.625000 Penalty: 4574.686523
	Iteration 21Q: 3 clusters Score -760074.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -760077.750000 Penalty: 4574.686523
	Iteration 22Q: 3 clusters Score -760077.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -760082.062500 Penalty: 4574.686523
	Iteration 23Q: 3 clusters Score -760082.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -760088.000000 Penalty: 4574.686523
	Iteration 24Q: 3 clusters Score -760088 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -760089.687500 Penalty: 4574.686523
	Iteration 25Q: 3 clusters Score -760089.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -760092.437500 Penalty: 4574.686523
	Iteration 26Q: 3 clusters Score -760092.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -760092.250000 Penalty: 4574.686523
	Iteration 27Q: 3 clusters Score -760092.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -760093.750000 Penalty: 4574.686523
	Iteration 28Q: 3 clusters Score -760093.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -760095.187500 Penalty: 4574.686523
	Iteration 29Q: 3 clusters Score -760095.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -760095.312500 Penalty: 4574.686523
	Iteration 30Q: 3 clusters Score -760095.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -760096.437500 Penalty: 4574.686523
	Iteration 31Q: 3 clusters Score -760096.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -760096.312500 Penalty: 4574.686523
	Iteration 32Q: 3 clusters Score -760096.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -760098.000000 Penalty: 4574.686523
	Iteration 33Q: 3 clusters Score -760098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -760100.812500 Penalty: 4574.686523
	Iteration 34Q: 3 clusters Score -760100.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -760099.437500 Penalty: 4574.686523
	Iteration 35Q: 3 clusters Score -760099.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -760100.187500 Penalty: 4574.686523
	Iteration 36Q: 3 clusters Score -760100.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -760098.437500 Penalty: 4574.686523
	Iteration 37Q: 3 clusters Score -760098.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -760099.187500 Penalty: 4574.686523
	Iteration 38Q: 3 clusters Score -760099.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -760100.250000 Penalty: 4574.686523
	Iteration 39Q: 3 clusters Score -760100.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -760100.250000 Penalty: 4574.686523
	Iteration 40F: 3 clusters Score -760100.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Entering Unmasked Estep 
Score: -196688.453125 Penalty: 1938.471313
	Iteration 0F: 2 clusters Score -196688.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -193743.312500 Penalty: 3876.942627
	Iteration 0F: 3 clusters Score -193743.3 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -194242.828125 Penalty: 3876.942627
	Iteration 1F: 3 clusters Score -194242.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -194387.921875 Penalty: 3876.942627
	Iteration 2F: 3 clusters Score -194387.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -194453.937500 Penalty: 3876.942627
	Iteration 3Q: 3 clusters Score -194453.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -194507.703125 Penalty: 3876.942627
	Iteration 4Q: 3 clusters Score -194507.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -194551.546875 Penalty: 3876.942627
	Iteration 5Q: 3 clusters Score -194551.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -194597.281250 Penalty: 3876.942627
	Iteration 6Q: 3 clusters Score -194597.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -194634.625000 Penalty: 3876.942627
	Iteration 7Q: 3 clusters Score -194634.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -194660.671875 Penalty: 3876.942627
	Iteration 8Q: 3 clusters Score -194660.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -194682.218750 Penalty: 3876.942627
	Iteration 9Q: 3 clusters Score -194682.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -194696.234375 Penalty: 3876.942627
	Iteration 10Q: 3 clusters Score -194696.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -194716.171875 Penalty: 3876.942627
	Iteration 11Q: 3 clusters Score -194716.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -194734.562500 Penalty: 3876.942627
	Iteration 12Q: 3 clusters Score -194734.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -194746.468750 Penalty: 3876.942627
	Iteration 13Q: 3 clusters Score -194746.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -194759.703125 Penalty: 3876.942627
	Iteration 14Q: 3 clusters Score -194759.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -194765.906250 Penalty: 3876.942627
	Iteration 15Q: 3 clusters Score -194765.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -194774.859375 Penalty: 3876.942627
	Iteration 16Q: 3 clusters Score -194774.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -194785.421875 Penalty: 3876.942627
	Iteration 17Q: 3 clusters Score -194785.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -194796.687500 Penalty: 3876.942627
	Iteration 18Q: 3 clusters Score -194796.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -194806.171875 Penalty: 3876.942627
	Iteration 19Q: 3 clusters Score -194806.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -194812.859375 Penalty: 3876.942627
	Iteration 20F: 3 clusters Score -194812.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -194819.578125 Penalty: 3876.942627
	Iteration 21Q: 3 clusters Score -194819.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -194827.781250 Penalty: 3876.942627
	Iteration 22Q: 3 clusters Score -194827.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -194833.484375 Penalty: 3876.942627
	Iteration 23Q: 3 clusters Score -194833.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -194838.031250 Penalty: 3876.942627
	Iteration 24Q: 3 clusters Score -194838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -194844.437500 Penalty: 3876.942627
	Iteration 25Q: 3 clusters Score -194844.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -194848.921875 Penalty: 3876.942627
	Iteration 26Q: 3 clusters Score -194848.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -194855.453125 Penalty: 3876.942627
	Iteration 27Q: 3 clusters Score -194855.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -194860.765625 Penalty: 3876.942627
	Iteration 28Q: 3 clusters Score -194860.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -194866.796875 Penalty: 3876.942627
	Iteration 29Q: 3 clusters Score -194866.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -194870.734375 Penalty: 3876.942627
	Iteration 30Q: 3 clusters Score -194870.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -194875.250000 Penalty: 3876.942627
	Iteration 31Q: 3 clusters Score -194875.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -194878.421875 Penalty: 3876.942627
	Iteration 32Q: 3 clusters Score -194878.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -194880.640625 Penalty: 3876.942627
	Iteration 33Q: 3 clusters Score -194880.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -194882.734375 Penalty: 3876.942627
	Iteration 34Q: 3 clusters Score -194882.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -194883.203125 Penalty: 3876.942627
	Iteration 35Q: 3 clusters Score -194883.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -194883.640625 Penalty: 3876.942627
	Iteration 36Q: 3 clusters Score -194883.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -194883.640625 Penalty: 3876.942627
	Iteration 37F: 3 clusters Score -194883.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (44558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44558 members 
Entering Unmasked Estep 
Score: -3621484.750000 Penalty: 2654.727539
	Iteration 0F: 2 clusters Score -3621485 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22367 members 
Mstep: Class 2 contains 22191 members 
Entering Unmasked Estep 
Score: -3591399.750000 Penalty: 5309.455078
	Iteration 0F: 3 clusters Score -3591400 nChanged 20464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22773 members 
Mstep: Class 2 contains 21785 members 
Entering Unmasked Estep 
Score: -3602838.000000 Penalty: 5309.455078
	Iteration 1F: 3 clusters Score -3602838 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22877 members 
Mstep: Class 2 contains 21681 members 
Entering Unmasked Estep 
Score: -3603709.000000 Penalty: 5309.455078
	Iteration 2Q: 3 clusters Score -3603709 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23035 members 
Mstep: Class 2 contains 21523 members 
Entering Unmasked Estep 
Score: -3604785.250000 Penalty: 5309.455078
	Iteration 3F: 3 clusters Score -3604785 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23054 members 
Mstep: Class 2 contains 21504 members 
Entering Unmasked Estep 
Score: -3606067.500000 Penalty: 5309.455078
	Iteration 4F: 3 clusters Score -3606068 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23092 members 
Mstep: Class 2 contains 21466 members 
Entering Unmasked Estep 
Score: -3607619.750000 Penalty: 5309.455078
	Iteration 5F: 3 clusters Score -3607620 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23143 members 
Mstep: Class 2 contains 21415 members 
Entering Unmasked Estep 
Score: -3609171.000000 Penalty: 5309.455078
	Iteration 6F: 3 clusters Score -3609171 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23263 members 
Mstep: Class 2 contains 21295 members 
Entering Unmasked Estep 
Score: -3610536.500000 Penalty: 5309.455078
	Iteration 7F: 3 clusters Score -3610536 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23518 members 
Mstep: Class 2 contains 21040 members 
Entering Unmasked Estep 
Score: -3611578.250000 Penalty: 5309.455078
	Iteration 8F: 3 clusters Score -3611578 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23835 members 
Mstep: Class 2 contains 20723 members 
Entering Unmasked Estep 
Score: -3612233.250000 Penalty: 5309.455078
	Iteration 9Q: 3 clusters Score -3612233 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24157 members 
Mstep: Class 2 contains 20401 members 
Entering Unmasked Estep 
Score: -3612665.250000 Penalty: 5309.455078
	Iteration 10Q: 3 clusters Score -3612665 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24490 members 
Mstep: Class 2 contains 20068 members 
Entering Unmasked Estep 
Score: -3612944.500000 Penalty: 5309.455078
	Iteration 11Q: 3 clusters Score -3612944 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24853 members 
Mstep: Class 2 contains 19705 members 
Entering Unmasked Estep 
Score: -3613128.500000 Penalty: 5309.455078
	Iteration 12Q: 3 clusters Score -3613128 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25230 members 
Mstep: Class 2 contains 19328 members 
Entering Unmasked Estep 
Score: -3613261.500000 Penalty: 5309.455078
	Iteration 13Q: 3 clusters Score -3613262 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25623 members 
Mstep: Class 2 contains 18935 members 
Entering Unmasked Estep 
Score: -3613384.250000 Penalty: 5309.455078
	Iteration 14Q: 3 clusters Score -3613384 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26059 members 
Mstep: Class 2 contains 18499 members 
Entering Unmasked Estep 
Score: -3613496.500000 Penalty: 5309.455078
	Iteration 15Q: 3 clusters Score -3613496 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26471 members 
Mstep: Class 2 contains 18087 members 
Entering Unmasked Estep 
Score: -3613592.000000 Penalty: 5309.455078
	Iteration 16Q: 3 clusters Score -3613592 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26892 members 
Mstep: Class 2 contains 17666 members 
Entering Unmasked Estep 
Score: -3613686.000000 Penalty: 5309.455078
	Iteration 17Q: 3 clusters Score -3613686 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27348 members 
Mstep: Class 2 contains 17210 members 
Entering Unmasked Estep 
Score: -3613793.000000 Penalty: 5309.455078
	Iteration 18Q: 3 clusters Score -3613793 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27826 members 
Mstep: Class 2 contains 16732 members 
Entering Unmasked Estep 
Score: -3613867.500000 Penalty: 5309.455078
	Iteration 19Q: 3 clusters Score -3613868 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28311 members 
Mstep: Class 2 contains 16247 members 
Entering Unmasked Estep 
Score: -3613976.750000 Penalty: 5309.455078
	Iteration 20F: 3 clusters Score -3613977 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28803 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -3614066.750000 Penalty: 5309.455078
	Iteration 21Q: 3 clusters Score -3614067 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29309 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -3614160.750000 Penalty: 5309.455078
	Iteration 22Q: 3 clusters Score -3614161 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29850 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -3614254.000000 Penalty: 5309.455078
	Iteration 23Q: 3 clusters Score -3614254 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30413 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -3614368.000000 Penalty: 5309.455078
	Iteration 24Q: 3 clusters Score -3614368 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31055 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -3614507.750000 Penalty: 5309.455078
	Iteration 25Q: 3 clusters Score -3614508 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31714 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -3614679.250000 Penalty: 5309.455078
	Iteration 26Q: 3 clusters Score -3614679 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32431 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -3614867.750000 Penalty: 5309.455078
	Iteration 27Q: 3 clusters Score -3614868 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33177 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -3615051.000000 Penalty: 5309.455078
	Iteration 28Q: 3 clusters Score -3615051 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34004 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -3615302.500000 Penalty: 5309.455078
	Iteration 29Q: 3 clusters Score -3615302 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34884 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -3615568.500000 Penalty: 5309.455078
	Iteration 30Q: 3 clusters Score -3615568 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35788 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -3615903.000000 Penalty: 5309.455078
	Iteration 31Q: 3 clusters Score -3615903 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36711 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -3616261.500000 Penalty: 5309.455078
	Iteration 32Q: 3 clusters Score -3616262 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37645 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -3616662.250000 Penalty: 5309.455078
	Iteration 33Q: 3 clusters Score -3616662 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38603 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -3617083.250000 Penalty: 5309.455078
	Iteration 34Q: 3 clusters Score -3617083 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39441 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -3617450.500000 Penalty: 5309.455078
	Iteration 35Q: 3 clusters Score -3617450 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40154 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -3617758.500000 Penalty: 5309.455078
	Iteration 36Q: 3 clusters Score -3617758 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40777 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -3618043.500000 Penalty: 5309.455078
	Iteration 37Q: 3 clusters Score -3618044 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41307 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -3618258.500000 Penalty: 5309.455078
	Iteration 38Q: 3 clusters Score -3618258 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41718 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -3618459.500000 Penalty: 5309.455078
	Iteration 39Q: 3 clusters Score -3618460 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42077 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -3618624.250000 Penalty: 5309.455078
	Iteration 40F: 3 clusters Score -3618624 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42341 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -3618740.000000 Penalty: 5309.455078
	Iteration 41Q: 3 clusters Score -3618740 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42562 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -3618824.750000 Penalty: 5309.455078
	Iteration 42Q: 3 clusters Score -3618825 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42741 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -3618916.250000 Penalty: 5309.455078
	Iteration 43Q: 3 clusters Score -3618916 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42897 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -3618995.750000 Penalty: 5309.455078
	Iteration 44Q: 3 clusters Score -3618996 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43025 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -3619055.750000 Penalty: 5309.455078
	Iteration 45Q: 3 clusters Score -3619056 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43129 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -3619112.000000 Penalty: 5309.455078
	Iteration 46Q: 3 clusters Score -3619112 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43223 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -3619149.250000 Penalty: 5309.455078
	Iteration 47Q: 3 clusters Score -3619149 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43308 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -3619194.750000 Penalty: 5309.455078
	Iteration 48Q: 3 clusters Score -3619195 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43374 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -3619241.250000 Penalty: 5309.455078
	Iteration 49Q: 3 clusters Score -3619241 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43431 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -3619272.750000 Penalty: 5309.455078
	Iteration 50Q: 3 clusters Score -3619273 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43474 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -3619303.500000 Penalty: 5309.455078
	Iteration 51Q: 3 clusters Score -3619304 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43506 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -3619315.750000 Penalty: 5309.455078
	Iteration 52Q: 3 clusters Score -3619316 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43536 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -3619339.000000 Penalty: 5309.455078
	Iteration 53Q: 3 clusters Score -3619339 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43559 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -3619356.750000 Penalty: 5309.455078
	Iteration 54Q: 3 clusters Score -3619357 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43577 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -3619368.000000 Penalty: 5309.455078
	Iteration 55Q: 3 clusters Score -3619368 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43589 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -3619371.750000 Penalty: 5309.455078
	Iteration 56Q: 3 clusters Score -3619372 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43598 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -3619373.000000 Penalty: 5309.455078
	Iteration 57Q: 3 clusters Score -3619373 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43613 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -3619378.000000 Penalty: 5309.455078
	Iteration 58Q: 3 clusters Score -3619378 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43621 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -3619383.500000 Penalty: 5309.455078
	Iteration 59Q: 3 clusters Score -3619384 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43628 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -3619391.500000 Penalty: 5309.455078
	Iteration 60F: 3 clusters Score -3619392 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43637 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -3619394.000000 Penalty: 5309.455078
	Iteration 61Q: 3 clusters Score -3619394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43641 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -3619394.000000 Penalty: 5309.455078
	Iteration 62Q: 3 clusters Score -3619394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43646 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -3619396.500000 Penalty: 5309.455078
	Iteration 63Q: 3 clusters Score -3619396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43647 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -3619399.000000 Penalty: 5309.455078
	Iteration 64Q: 3 clusters Score -3619399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43650 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -3619400.250000 Penalty: 5309.455078
	Iteration 65Q: 3 clusters Score -3619400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43651 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -3619398.750000 Penalty: 5309.455078
	Iteration 66Q: 3 clusters Score -3619399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43653 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -3619398.250000 Penalty: 5309.455078
	Iteration 67Q: 3 clusters Score -3619398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43654 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -3619399.250000 Penalty: 5309.455078
	Iteration 68Q: 3 clusters Score -3619399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43655 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -3619399.250000 Penalty: 5309.455078
	Iteration 69Q: 3 clusters Score -3619399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43654 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -3619399.750000 Penalty: 5309.455078
	Iteration 70Q: 3 clusters Score -3619400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43654 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -3619399.750000 Penalty: 5309.455078
	Iteration 71F: 3 clusters Score -3619400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Entering Unmasked Estep 
Score: -538642.312500 Penalty: 2188.520020
	Iteration 0F: 2 clusters Score -538642.3 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 3410 members 
Entering Unmasked Estep 
Score: -532975.687500 Penalty: 4377.040039
	Iteration 0F: 3 clusters Score -532975.7 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -534435.500000 Penalty: 4377.040039
	Iteration 1F: 3 clusters Score -534435.5 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -534675.875000 Penalty: 4377.040039
	Iteration 2F: 3 clusters Score -534675.9 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -534865.437500 Penalty: 4377.040039
	Iteration 3F: 3 clusters Score -534865.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -535008.125000 Penalty: 4377.040039
	Iteration 4Q: 3 clusters Score -535008.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -535124.562500 Penalty: 4377.040039
	Iteration 5Q: 3 clusters Score -535124.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -535247.937500 Penalty: 4377.040039
	Iteration 6Q: 3 clusters Score -535247.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -535369.000000 Penalty: 4377.040039
	Iteration 7Q: 3 clusters Score -535369 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -535505.062500 Penalty: 4377.040039
	Iteration 8Q: 3 clusters Score -535505.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -535643.312500 Penalty: 4377.040039
	Iteration 9Q: 3 clusters Score -535643.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -535755.062500 Penalty: 4377.040039
	Iteration 10Q: 3 clusters Score -535755.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -535881.500000 Penalty: 4377.040039
	Iteration 11Q: 3 clusters Score -535881.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -536017.062500 Penalty: 4377.040039
	Iteration 12Q: 3 clusters Score -536017.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -536138.500000 Penalty: 4377.040039
	Iteration 13Q: 3 clusters Score -536138.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -536259.062500 Penalty: 4377.040039
	Iteration 14Q: 3 clusters Score -536259.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -536422.562500 Penalty: 4377.040039
	Iteration 15Q: 3 clusters Score -536422.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -536611.187500 Penalty: 4377.040039
	Iteration 16Q: 3 clusters Score -536611.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -536787.062500 Penalty: 4377.040039
	Iteration 17Q: 3 clusters Score -536787.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -536941.937500 Penalty: 4377.040039
	Iteration 18Q: 3 clusters Score -536941.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -537084.812500 Penalty: 4377.040039
	Iteration 19Q: 3 clusters Score -537084.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -537183.625000 Penalty: 4377.040039
	Iteration 20F: 3 clusters Score -537183.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -537235.437500 Penalty: 4377.040039
	Iteration 21Q: 3 clusters Score -537235.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -537269.062500 Penalty: 4377.040039
	Iteration 22Q: 3 clusters Score -537269.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -537292.562500 Penalty: 4377.040039
	Iteration 23Q: 3 clusters Score -537292.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -537305.437500 Penalty: 4377.040039
	Iteration 24Q: 3 clusters Score -537305.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -537313.750000 Penalty: 4377.040039
	Iteration 25Q: 3 clusters Score -537313.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -537323.562500 Penalty: 4377.040039
	Iteration 26Q: 3 clusters Score -537323.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -537327.687500 Penalty: 4377.040039
	Iteration 27Q: 3 clusters Score -537327.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -537333.562500 Penalty: 4377.040039
	Iteration 28Q: 3 clusters Score -537333.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -537335.000000 Penalty: 4377.040039
	Iteration 29Q: 3 clusters Score -537335 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -537336.437500 Penalty: 4377.040039
	Iteration 30Q: 3 clusters Score -537336.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -537338.437500 Penalty: 4377.040039
	Iteration 31Q: 3 clusters Score -537338.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -537339.125000 Penalty: 4377.040039
	Iteration 32Q: 3 clusters Score -537339.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -537340.500000 Penalty: 4377.040039
	Iteration 33Q: 3 clusters Score -537340.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -537341.937500 Penalty: 4377.040039
	Iteration 34Q: 3 clusters Score -537341.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -537342.562500 Penalty: 4377.040039
	Iteration 35Q: 3 clusters Score -537342.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -537344.312500 Penalty: 4377.040039
	Iteration 36Q: 3 clusters Score -537344.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -537344.125000 Penalty: 4377.040039
	Iteration 37Q: 3 clusters Score -537344.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -537345.875000 Penalty: 4377.040039
	Iteration 38Q: 3 clusters Score -537345.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -537347.062500 Penalty: 4377.040039
	Iteration 39Q: 3 clusters Score -537347.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -537347.062500 Penalty: 4377.040039
	Iteration 40F: 3 clusters Score -537347.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -537348.437500 Penalty: 4377.040039
	Iteration 41Q: 3 clusters Score -537348.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -537349.812500 Penalty: 4377.040039
	Iteration 42Q: 3 clusters Score -537349.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -537352.687500 Penalty: 4377.040039
	Iteration 43Q: 3 clusters Score -537352.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -537352.812500 Penalty: 4377.040039
	Iteration 44Q: 3 clusters Score -537352.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -537352.812500 Penalty: 4377.040039
	Iteration 45Q: 3 clusters Score -537352.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -537352.250000 Penalty: 4377.040039
	Iteration 46Q: 3 clusters Score -537352.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -537353.062500 Penalty: 4377.040039
	Iteration 47Q: 3 clusters Score -537353.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -537352.875000 Penalty: 4377.040039
	Iteration 48Q: 3 clusters Score -537352.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -537353.000000 Penalty: 4377.040039
	Iteration 49Q: 3 clusters Score -537353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -537355.000000 Penalty: 4377.040039
	Iteration 50Q: 3 clusters Score -537355 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -537355.125000 Penalty: 4377.040039
	Iteration 51Q: 3 clusters Score -537355.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -537354.312500 Penalty: 4377.040039
	Iteration 52Q: 3 clusters Score -537354.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -537355.250000 Penalty: 4377.040039
	Iteration 53Q: 3 clusters Score -537355.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -537355.937500 Penalty: 4377.040039
	Iteration 54Q: 3 clusters Score -537355.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -537357.687500 Penalty: 4377.040039
	Iteration 55Q: 3 clusters Score -537357.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -537357.625000 Penalty: 4377.040039
	Iteration 56Q: 3 clusters Score -537357.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -537358.625000 Penalty: 4377.040039
	Iteration 57Q: 3 clusters Score -537358.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -537361.187500 Penalty: 4377.040039
	Iteration 58Q: 3 clusters Score -537361.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -537361.875000 Penalty: 4377.040039
	Iteration 59Q: 3 clusters Score -537361.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -537362.937500 Penalty: 4377.040039
	Iteration 60F: 3 clusters Score -537362.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -537367.750000 Penalty: 4377.040039
	Iteration 61Q: 3 clusters Score -537367.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -537366.875000 Penalty: 4377.040039
	Iteration 62Q: 3 clusters Score -537366.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -537368.187500 Penalty: 4377.040039
	Iteration 63Q: 3 clusters Score -537368.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -537368.562500 Penalty: 4377.040039
	Iteration 64Q: 3 clusters Score -537368.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -537368.312500 Penalty: 4377.040039
	Iteration 65Q: 3 clusters Score -537368.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -537368.312500 Penalty: 4377.040039
	Iteration 66F: 3 clusters Score -537368.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Entering Unmasked Estep 
Score: -801566.750000 Penalty: 2306.308838
	Iteration 0F: 2 clusters Score -801566.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -793234.312500 Penalty: 4612.617676
	Iteration 0F: 3 clusters Score -793234.3 nChanged 4589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -796035.187500 Penalty: 4612.617676
	Iteration 1F: 3 clusters Score -796035.2 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -796899.937500 Penalty: 4612.617676
	Iteration 2F: 3 clusters Score -796899.9 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -797922.750000 Penalty: 4612.617676
	Iteration 3F: 3 clusters Score -797922.8 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -799052.062500 Penalty: 4612.617676
	Iteration 4F: 3 clusters Score -799052.1 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -800003.625000 Penalty: 4612.617676
	Iteration 5F: 3 clusters Score -800003.6 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -800638.187500 Penalty: 4612.617676
	Iteration 6F: 3 clusters Score -800638.2 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -800945.437500 Penalty: 4612.617676
	Iteration 7Q: 3 clusters Score -800945.4 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -801083.875000 Penalty: 4612.617676
	Iteration 8Q: 3 clusters Score -801083.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -801127.562500 Penalty: 4612.617676
	Iteration 9Q: 3 clusters Score -801127.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -801142.250000 Penalty: 4612.617676
	Iteration 10Q: 3 clusters Score -801142.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -801146.937500 Penalty: 4612.617676
	Iteration 11Q: 3 clusters Score -801146.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -801149.125000 Penalty: 4612.617676
	Iteration 12Q: 3 clusters Score -801149.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -801151.062500 Penalty: 4612.617676
	Iteration 13Q: 3 clusters Score -801151.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -801150.187500 Penalty: 4612.617676
	Iteration 14Q: 3 clusters Score -801150.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -801151.562500 Penalty: 4612.617676
	Iteration 15Q: 3 clusters Score -801151.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -801151.812500 Penalty: 4612.617676
	Iteration 16Q: 3 clusters Score -801151.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -801153.500000 Penalty: 4612.617676
	Iteration 17Q: 3 clusters Score -801153.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -801155.750000 Penalty: 4612.617676
	Iteration 18Q: 3 clusters Score -801155.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -801156.062500 Penalty: 4612.617676
	Iteration 19Q: 3 clusters Score -801156.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -801155.312500 Penalty: 4612.617676
	Iteration 20F: 3 clusters Score -801155.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -801155.562500 Penalty: 4612.617676
	Iteration 21Q: 3 clusters Score -801155.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -801155.750000 Penalty: 4612.617676
	Iteration 22Q: 3 clusters Score -801155.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -801155.750000 Penalty: 4612.617676
	Iteration 23F: 3 clusters Score -801155.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (36325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36325 members 
Entering Unmasked Estep 
Score: -2832773.500000 Penalty: 2604.064697
	Iteration 0F: 2 clusters Score -2832774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18087 members 
Mstep: Class 2 contains 18238 members 
Entering Unmasked Estep 
Score: -2807960.750000 Penalty: 5208.129395
	Iteration 0F: 3 clusters Score -2807961 nChanged 16589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17252 members 
Mstep: Class 2 contains 19073 members 
Entering Unmasked Estep 
Score: -2817368.000000 Penalty: 5208.129395
	Iteration 1F: 3 clusters Score -2817368 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16791 members 
Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
Score: -2818323.250000 Penalty: 5208.129395
	Iteration 2F: 3 clusters Score -2818323 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 20141 members 
Entering Unmasked Estep 
Score: -2819512.750000 Penalty: 5208.129395
	Iteration 3F: 3 clusters Score -2819513 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 20973 members 
Entering Unmasked Estep 
Score: -2820898.750000 Penalty: 5208.129395
	Iteration 4F: 3 clusters Score -2820899 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 21896 members 
Entering Unmasked Estep 
Score: -2822409.250000 Penalty: 5208.129395
	Iteration 5F: 3 clusters Score -2822409 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 22854 members 
Entering Unmasked Estep 
Score: -2823973.250000 Penalty: 5208.129395
	Iteration 6F: 3 clusters Score -2823973 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 23669 members 
Entering Unmasked Estep 
Score: -2825328.750000 Penalty: 5208.129395
	Iteration 7F: 3 clusters Score -2825329 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 24245 members 
Entering Unmasked Estep 
Score: -2826287.000000 Penalty: 5208.129395
	Iteration 8Q: 3 clusters Score -2826287 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 24603 members 
Entering Unmasked Estep 
Score: -2826884.000000 Penalty: 5208.129395
	Iteration 9Q: 3 clusters Score -2826884 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 24921 members 
Entering Unmasked Estep 
Score: -2827258.750000 Penalty: 5208.129395
	Iteration 10Q: 3 clusters Score -2827259 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 25255 members 
Entering Unmasked Estep 
Score: -2827547.500000 Penalty: 5208.129395
	Iteration 11Q: 3 clusters Score -2827548 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 25624 members 
Entering Unmasked Estep 
Score: -2827777.000000 Penalty: 5208.129395
	Iteration 12Q: 3 clusters Score -2827777 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 25974 members 
Entering Unmasked Estep 
Score: -2827968.500000 Penalty: 5208.129395
	Iteration 13Q: 3 clusters Score -2827968 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 26355 members 
Entering Unmasked Estep 
Score: -2828147.500000 Penalty: 5208.129395
	Iteration 14Q: 3 clusters Score -2828148 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 26778 members 
Entering Unmasked Estep 
Score: -2828374.250000 Penalty: 5208.129395
	Iteration 15Q: 3 clusters Score -2828374 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 27242 members 
Entering Unmasked Estep 
Score: -2828623.250000 Penalty: 5208.129395
	Iteration 16Q: 3 clusters Score -2828623 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 27717 members 
Entering Unmasked Estep 
Score: -2828861.500000 Penalty: 5208.129395
	Iteration 17Q: 3 clusters Score -2828862 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 28183 members 
Entering Unmasked Estep 
Score: -2829126.500000 Penalty: 5208.129395
	Iteration 18Q: 3 clusters Score -2829126 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 28635 members 
Entering Unmasked Estep 
Score: -2829398.250000 Penalty: 5208.129395
	Iteration 19Q: 3 clusters Score -2829398 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 29083 members 
Entering Unmasked Estep 
Score: -2829681.000000 Penalty: 5208.129395
	Iteration 20F: 3 clusters Score -2829681 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 29496 members 
Entering Unmasked Estep 
Score: -2829954.000000 Penalty: 5208.129395
	Iteration 21Q: 3 clusters Score -2829954 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 29877 members 
Entering Unmasked Estep 
Score: -2830215.000000 Penalty: 5208.129395
	Iteration 22Q: 3 clusters Score -2830215 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 30227 members 
Entering Unmasked Estep 
Score: -2830446.500000 Penalty: 5208.129395
	Iteration 23Q: 3 clusters Score -2830446 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 30534 members 
Entering Unmasked Estep 
Score: -2830623.000000 Penalty: 5208.129395
	Iteration 24Q: 3 clusters Score -2830623 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 30774 members 
Entering Unmasked Estep 
Score: -2830759.250000 Penalty: 5208.129395
	Iteration 25Q: 3 clusters Score -2830759 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 30981 members 
Entering Unmasked Estep 
Score: -2830855.750000 Penalty: 5208.129395
	Iteration 26Q: 3 clusters Score -2830856 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 31179 members 
Entering Unmasked Estep 
Score: -2830934.250000 Penalty: 5208.129395
	Iteration 27Q: 3 clusters Score -2830934 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 31358 members 
Entering Unmasked Estep 
Score: -2830986.500000 Penalty: 5208.129395
	Iteration 28Q: 3 clusters Score -2830986 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 31493 members 
Entering Unmasked Estep 
Score: -2831040.250000 Penalty: 5208.129395
	Iteration 29Q: 3 clusters Score -2831040 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 31629 members 
Entering Unmasked Estep 
Score: -2831069.250000 Penalty: 5208.129395
	Iteration 30Q: 3 clusters Score -2831069 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 31770 members 
Entering Unmasked Estep 
Score: -2831113.500000 Penalty: 5208.129395
	Iteration 31Q: 3 clusters Score -2831114 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 31913 members 
Entering Unmasked Estep 
Score: -2831175.000000 Penalty: 5208.129395
	Iteration 32Q: 3 clusters Score -2831175 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 32043 members 
Entering Unmasked Estep 
Score: -2831212.250000 Penalty: 5208.129395
	Iteration 33Q: 3 clusters Score -2831212 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 32159 members 
Entering Unmasked Estep 
Score: -2831235.500000 Penalty: 5208.129395
	Iteration 34Q: 3 clusters Score -2831236 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 32272 members 
Entering Unmasked Estep 
Score: -2831270.250000 Penalty: 5208.129395
	Iteration 35Q: 3 clusters Score -2831270 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 32359 members 
Entering Unmasked Estep 
Score: -2831297.250000 Penalty: 5208.129395
	Iteration 36Q: 3 clusters Score -2831297 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 32437 members 
Entering Unmasked Estep 
Score: -2831320.250000 Penalty: 5208.129395
	Iteration 37Q: 3 clusters Score -2831320 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 32512 members 
Entering Unmasked Estep 
Score: -2831337.000000 Penalty: 5208.129395
	Iteration 38Q: 3 clusters Score -2831337 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 32560 members 
Entering Unmasked Estep 
Score: -2831341.500000 Penalty: 5208.129395
	Iteration 39Q: 3 clusters Score -2831342 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 32604 members 
Entering Unmasked Estep 
Score: -2831359.750000 Penalty: 5208.129395
	Iteration 40F: 3 clusters Score -2831360 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 32645 members 
Entering Unmasked Estep 
Score: -2831362.250000 Penalty: 5208.129395
	Iteration 41Q: 3 clusters Score -2831362 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 32676 members 
Entering Unmasked Estep 
Score: -2831371.500000 Penalty: 5208.129395
	Iteration 42Q: 3 clusters Score -2831372 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 32711 members 
Entering Unmasked Estep 
Score: -2831376.500000 Penalty: 5208.129395
	Iteration 43Q: 3 clusters Score -2831376 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 32745 members 
Entering Unmasked Estep 
Score: -2831382.500000 Penalty: 5208.129395
	Iteration 44Q: 3 clusters Score -2831382 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 32777 members 
Entering Unmasked Estep 
Score: -2831383.250000 Penalty: 5208.129395
	Iteration 45Q: 3 clusters Score -2831383 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 32813 members 
Entering Unmasked Estep 
Score: -2831390.750000 Penalty: 5208.129395
	Iteration 46Q: 3 clusters Score -2831391 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 32853 members 
Entering Unmasked Estep 
Score: -2831399.500000 Penalty: 5208.129395
	Iteration 47Q: 3 clusters Score -2831400 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 32893 members 
Entering Unmasked Estep 
Score: -2831405.250000 Penalty: 5208.129395
	Iteration 48Q: 3 clusters Score -2831405 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 32925 members 
Entering Unmasked Estep 
Score: -2831406.000000 Penalty: 5208.129395
	Iteration 49Q: 3 clusters Score -2831406 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 32968 members 
Entering Unmasked Estep 
Score: -2831414.250000 Penalty: 5208.129395
	Iteration 50Q: 3 clusters Score -2831414 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 32992 members 
Entering Unmasked Estep 
Score: -2831419.500000 Penalty: 5208.129395
	Iteration 51Q: 3 clusters Score -2831420 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 33016 members 
Entering Unmasked Estep 
Score: -2831423.750000 Penalty: 5208.129395
	Iteration 52Q: 3 clusters Score -2831424 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 33040 members 
Entering Unmasked Estep 
Score: -2831429.500000 Penalty: 5208.129395
	Iteration 53Q: 3 clusters Score -2831430 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 33068 members 
Entering Unmasked Estep 
Score: -2831429.500000 Penalty: 5208.129395
	Iteration 54Q: 3 clusters Score -2831430 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 33100 members 
Entering Unmasked Estep 
Score: -2831437.750000 Penalty: 5208.129395
	Iteration 55Q: 3 clusters Score -2831438 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 33142 members 
Entering Unmasked Estep 
Score: -2831450.750000 Penalty: 5208.129395
	Iteration 56Q: 3 clusters Score -2831451 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 33184 members 
Entering Unmasked Estep 
Score: -2831469.000000 Penalty: 5208.129395
	Iteration 57Q: 3 clusters Score -2831469 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 33228 members 
Entering Unmasked Estep 
Score: -2831486.500000 Penalty: 5208.129395
	Iteration 58Q: 3 clusters Score -2831486 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 33263 members 
Entering Unmasked Estep 
Score: -2831494.250000 Penalty: 5208.129395
	Iteration 59Q: 3 clusters Score -2831494 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 33291 members 
Entering Unmasked Estep 
Score: -2831503.500000 Penalty: 5208.129395
	Iteration 60F: 3 clusters Score -2831504 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 33323 members 
Entering Unmasked Estep 
Score: -2831516.000000 Penalty: 5208.129395
	Iteration 61Q: 3 clusters Score -2831516 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 33344 members 
Entering Unmasked Estep 
Score: -2831521.750000 Penalty: 5208.129395
	Iteration 62Q: 3 clusters Score -2831522 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 33362 members 
Entering Unmasked Estep 
Score: -2831514.750000 Penalty: 5208.129395
	Iteration 63Q: 3 clusters Score -2831515 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 33380 members 
Entering Unmasked Estep 
Score: -2831520.000000 Penalty: 5208.129395
	Iteration 64Q: 3 clusters Score -2831520 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 33399 members 
Entering Unmasked Estep 
Score: -2831525.250000 Penalty: 5208.129395
	Iteration 65Q: 3 clusters Score -2831525 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 33418 members 
Entering Unmasked Estep 
Score: -2831537.750000 Penalty: 5208.129395
	Iteration 66Q: 3 clusters Score -2831538 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 33442 members 
Entering Unmasked Estep 
Score: -2831533.250000 Penalty: 5208.129395
	Iteration 67Q: 3 clusters Score -2831533 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 33465 members 
Entering Unmasked Estep 
Score: -2831531.750000 Penalty: 5208.129395
	Iteration 68Q: 3 clusters Score -2831532 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 33486 members 
Entering Unmasked Estep 
Score: -2831537.500000 Penalty: 5208.129395
	Iteration 69Q: 3 clusters Score -2831538 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 33505 members 
Entering Unmasked Estep 
Score: -2831545.250000 Penalty: 5208.129395
	Iteration 70Q: 3 clusters Score -2831545 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 33521 members 
Entering Unmasked Estep 
Score: -2831550.500000 Penalty: 5208.129395
	Iteration 71Q: 3 clusters Score -2831550 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 33532 members 
Entering Unmasked Estep 
Score: -2831555.000000 Penalty: 5208.129395
	Iteration 72Q: 3 clusters Score -2831555 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 33543 members 
Entering Unmasked Estep 
Score: -2831555.000000 Penalty: 5208.129395
	Iteration 73Q: 3 clusters Score -2831555 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 33554 members 
Entering Unmasked Estep 
Score: -2831554.000000 Penalty: 5208.129395
	Iteration 74Q: 3 clusters Score -2831554 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 33564 members 
Entering Unmasked Estep 
Score: -2831550.500000 Penalty: 5208.129395
	Iteration 75Q: 3 clusters Score -2831550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 33571 members 
Entering Unmasked Estep 
Score: -2831555.250000 Penalty: 5208.129395
	Iteration 76Q: 3 clusters Score -2831555 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 33579 members 
Entering Unmasked Estep 
Score: -2831561.250000 Penalty: 5208.129395
	Iteration 77Q: 3 clusters Score -2831561 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 33585 members 
Entering Unmasked Estep 
Score: -2831561.500000 Penalty: 5208.129395
	Iteration 78Q: 3 clusters Score -2831562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 33592 members 
Entering Unmasked Estep 
Score: -2831556.500000 Penalty: 5208.129395
	Iteration 79Q: 3 clusters Score -2831556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 33597 members 
Entering Unmasked Estep 
Score: -2831560.000000 Penalty: 5208.129395
	Iteration 80F: 3 clusters Score -2831560 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 33604 members 
Entering Unmasked Estep 
Score: -2831559.750000 Penalty: 5208.129395
	Iteration 81Q: 3 clusters Score -2831560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 33608 members 
Entering Unmasked Estep 
Score: -2831561.500000 Penalty: 5208.129395
	Iteration 82Q: 3 clusters Score -2831562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 33611 members 
Entering Unmasked Estep 
Score: -2831561.750000 Penalty: 5208.129395
	Iteration 83Q: 3 clusters Score -2831562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 33613 members 
Entering Unmasked Estep 
Score: -2831563.500000 Penalty: 5208.129395
	Iteration 84Q: 3 clusters Score -2831564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 33614 members 
Entering Unmasked Estep 
Score: -2831563.250000 Penalty: 5208.129395
	Iteration 85Q: 3 clusters Score -2831563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 33615 members 
Entering Unmasked Estep 
Score: -2831560.750000 Penalty: 5208.129395
	Iteration 86Q: 3 clusters Score -2831561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 33617 members 
Entering Unmasked Estep 
Score: -2831564.000000 Penalty: 5208.129395
	Iteration 87Q: 3 clusters Score -2831564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 33617 members 
Entering Unmasked Estep 
Score: -2831562.750000 Penalty: 5208.129395
	Iteration 88Q: 3 clusters Score -2831563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 33619 members 
Entering Unmasked Estep 
Score: -2831560.500000 Penalty: 5208.129395
	Iteration 89Q: 3 clusters Score -2831560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 33619 members 
Entering Unmasked Estep 
Score: -2831560.500000 Penalty: 5208.129395
	Iteration 90F: 3 clusters Score -2831560 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Entering Unmasked Estep 
Score: -272658.656250 Penalty: 2025.995361
	Iteration 0F: 2 clusters Score -272658.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -269034.187500 Penalty: 4051.990723
	Iteration 0F: 3 clusters Score -269034.2 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -269830.125000 Penalty: 4051.990723
	Iteration 1F: 3 clusters Score -269830.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -270048.750000 Penalty: 4051.990723
	Iteration 2F: 3 clusters Score -270048.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -270201.562500 Penalty: 4051.990723
	Iteration 3F: 3 clusters Score -270201.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -270307.375000 Penalty: 4051.990723
	Iteration 4Q: 3 clusters Score -270307.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -270387.125000 Penalty: 4051.990723
	Iteration 5Q: 3 clusters Score -270387.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -270462.562500 Penalty: 4051.990723
	Iteration 6Q: 3 clusters Score -270462.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -270526.343750 Penalty: 4051.990723
	Iteration 7Q: 3 clusters Score -270526.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -270584.625000 Penalty: 4051.990723
	Iteration 8Q: 3 clusters Score -270584.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -270654.281250 Penalty: 4051.990723
	Iteration 9Q: 3 clusters Score -270654.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -270711.937500 Penalty: 4051.990723
	Iteration 10Q: 3 clusters Score -270711.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -270760.937500 Penalty: 4051.990723
	Iteration 11Q: 3 clusters Score -270760.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -270817.531250 Penalty: 4051.990723
	Iteration 12Q: 3 clusters Score -270817.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -270867.375000 Penalty: 4051.990723
	Iteration 13Q: 3 clusters Score -270867.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -270906.312500 Penalty: 4051.990723
	Iteration 14Q: 3 clusters Score -270906.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -270938.593750 Penalty: 4051.990723
	Iteration 15Q: 3 clusters Score -270938.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -270967.156250 Penalty: 4051.990723
	Iteration 16Q: 3 clusters Score -270967.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -271002.000000 Penalty: 4051.990723
	Iteration 17Q: 3 clusters Score -271002 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -271028.593750 Penalty: 4051.990723
	Iteration 18Q: 3 clusters Score -271028.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -271048.406250 Penalty: 4051.990723
	Iteration 19Q: 3 clusters Score -271048.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -271072.500000 Penalty: 4051.990723
	Iteration 20F: 3 clusters Score -271072.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -271092.468750 Penalty: 4051.990723
	Iteration 21Q: 3 clusters Score -271092.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -271104.000000 Penalty: 4051.990723
	Iteration 22Q: 3 clusters Score -271104 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -271113.812500 Penalty: 4051.990723
	Iteration 23Q: 3 clusters Score -271113.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -271127.843750 Penalty: 4051.990723
	Iteration 24Q: 3 clusters Score -271127.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -271136.562500 Penalty: 4051.990723
	Iteration 25Q: 3 clusters Score -271136.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -271140.937500 Penalty: 4051.990723
	Iteration 26Q: 3 clusters Score -271140.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -271145.062500 Penalty: 4051.990723
	Iteration 27Q: 3 clusters Score -271145.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -271147.718750 Penalty: 4051.990723
	Iteration 28Q: 3 clusters Score -271147.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -271149.218750 Penalty: 4051.990723
	Iteration 29Q: 3 clusters Score -271149.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -271150.750000 Penalty: 4051.990723
	Iteration 30Q: 3 clusters Score -271150.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -271151.687500 Penalty: 4051.990723
	Iteration 31Q: 3 clusters Score -271151.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -271153.906250 Penalty: 4051.990723
	Iteration 32Q: 3 clusters Score -271153.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -271156.625000 Penalty: 4051.990723
	Iteration 33Q: 3 clusters Score -271156.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -271158.625000 Penalty: 4051.990723
	Iteration 34Q: 3 clusters Score -271158.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -271161.062500 Penalty: 4051.990723
	Iteration 35Q: 3 clusters Score -271161.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -271163.812500 Penalty: 4051.990723
	Iteration 36Q: 3 clusters Score -271163.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -271164.937500 Penalty: 4051.990723
	Iteration 37Q: 3 clusters Score -271164.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -271165.375000 Penalty: 4051.990723
	Iteration 38Q: 3 clusters Score -271165.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -271165.312500 Penalty: 4051.990723
	Iteration 39Q: 3 clusters Score -271165.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -271166.906250 Penalty: 4051.990723
	Iteration 40F: 3 clusters Score -271166.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -271166.437500 Penalty: 4051.990723
	Iteration 41Q: 3 clusters Score -271166.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -271167.000000 Penalty: 4051.990723
	Iteration 42Q: 3 clusters Score -271167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -271168.562500 Penalty: 4051.990723
	Iteration 43Q: 3 clusters Score -271168.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -271170.093750 Penalty: 4051.990723
	Iteration 44Q: 3 clusters Score -271170.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -271170.218750 Penalty: 4051.990723
	Iteration 45Q: 3 clusters Score -271170.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -271170.812500 Penalty: 4051.990723
	Iteration 46Q: 3 clusters Score -271170.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -271171.875000 Penalty: 4051.990723
	Iteration 47Q: 3 clusters Score -271171.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -271172.843750 Penalty: 4051.990723
	Iteration 48Q: 3 clusters Score -271172.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -271175.687500 Penalty: 4051.990723
	Iteration 49Q: 3 clusters Score -271175.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -271177.781250 Penalty: 4051.990723
	Iteration 50Q: 3 clusters Score -271177.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -271181.906250 Penalty: 4051.990723
	Iteration 51Q: 3 clusters Score -271181.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -271186.906250 Penalty: 4051.990723
	Iteration 52Q: 3 clusters Score -271186.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -271193.687500 Penalty: 4051.990723
	Iteration 53Q: 3 clusters Score -271193.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -271199.687500 Penalty: 4051.990723
	Iteration 54Q: 3 clusters Score -271199.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -271201.875000 Penalty: 4051.990723
	Iteration 55Q: 3 clusters Score -271201.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -271205.437500 Penalty: 4051.990723
	Iteration 56Q: 3 clusters Score -271205.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -271206.875000 Penalty: 4051.990723
	Iteration 57Q: 3 clusters Score -271206.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -271209.656250 Penalty: 4051.990723
	Iteration 58Q: 3 clusters Score -271209.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -271210.062500 Penalty: 4051.990723
	Iteration 59Q: 3 clusters Score -271210.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -271210.093750 Penalty: 4051.990723
	Iteration 60F: 3 clusters Score -271210.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -271210.375000 Penalty: 4051.990723
	Iteration 61Q: 3 clusters Score -271210.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -271210.375000 Penalty: 4051.990723
	Iteration 62F: 3 clusters Score -271210.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (17257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Entering Unmasked Estep 
Score: -1223870.875000 Penalty: 2419.481201
	Iteration 0F: 2 clusters Score -1223871 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -1211541.375000 Penalty: 4838.962402
	Iteration 0F: 3 clusters Score -1211541 nChanged 7587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -1215677.875000 Penalty: 4838.962402
	Iteration 1F: 3 clusters Score -1215678 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -1216118.750000 Penalty: 4838.962402
	Iteration 2F: 3 clusters Score -1216119 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -1216447.000000 Penalty: 4838.962402
	Iteration 3F: 3 clusters Score -1216447 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -1216699.625000 Penalty: 4838.962402
	Iteration 4Q: 3 clusters Score -1216700 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1216932.375000 Penalty: 4838.962402
	Iteration 5Q: 3 clusters Score -1216932 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -1217134.500000 Penalty: 4838.962402
	Iteration 6Q: 3 clusters Score -1217134 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -1217304.250000 Penalty: 4838.962402
	Iteration 7Q: 3 clusters Score -1217304 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -1217471.625000 Penalty: 4838.962402
	Iteration 8Q: 3 clusters Score -1217472 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -1217641.000000 Penalty: 4838.962402
	Iteration 9Q: 3 clusters Score -1217641 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -1217810.000000 Penalty: 4838.962402
	Iteration 10Q: 3 clusters Score -1217810 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -1217994.250000 Penalty: 4838.962402
	Iteration 11Q: 3 clusters Score -1217994 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -1218175.875000 Penalty: 4838.962402
	Iteration 12Q: 3 clusters Score -1218176 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -1218354.750000 Penalty: 4838.962402
	Iteration 13Q: 3 clusters Score -1218355 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -1218514.250000 Penalty: 4838.962402
	Iteration 14Q: 3 clusters Score -1218514 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -1218684.625000 Penalty: 4838.962402
	Iteration 15Q: 3 clusters Score -1218685 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -1218851.750000 Penalty: 4838.962402
	Iteration 16Q: 3 clusters Score -1218852 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -1219026.125000 Penalty: 4838.962402
	Iteration 17Q: 3 clusters Score -1219026 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -1219174.750000 Penalty: 4838.962402
	Iteration 18Q: 3 clusters Score -1219175 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -1219316.125000 Penalty: 4838.962402
	Iteration 19Q: 3 clusters Score -1219316 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -1219440.125000 Penalty: 4838.962402
	Iteration 20F: 3 clusters Score -1219440 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -1219559.625000 Penalty: 4838.962402
	Iteration 21Q: 3 clusters Score -1219560 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -1219673.000000 Penalty: 4838.962402
	Iteration 22Q: 3 clusters Score -1219673 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -1219761.875000 Penalty: 4838.962402
	Iteration 23Q: 3 clusters Score -1219762 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -1219835.375000 Penalty: 4838.962402
	Iteration 24Q: 3 clusters Score -1219835 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -1219904.625000 Penalty: 4838.962402
	Iteration 25Q: 3 clusters Score -1219905 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -1219956.000000 Penalty: 4838.962402
	Iteration 26Q: 3 clusters Score -1219956 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -1220010.250000 Penalty: 4838.962402
	Iteration 27Q: 3 clusters Score -1220010 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -1220072.375000 Penalty: 4838.962402
	Iteration 28Q: 3 clusters Score -1220072 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -1220135.250000 Penalty: 4838.962402
	Iteration 29Q: 3 clusters Score -1220135 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -1220191.500000 Penalty: 4838.962402
	Iteration 30Q: 3 clusters Score -1220192 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -1220257.250000 Penalty: 4838.962402
	Iteration 31Q: 3 clusters Score -1220257 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -1220313.000000 Penalty: 4838.962402
	Iteration 32Q: 3 clusters Score -1220313 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -1220372.375000 Penalty: 4838.962402
	Iteration 33Q: 3 clusters Score -1220372 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -1220432.000000 Penalty: 4838.962402
	Iteration 34Q: 3 clusters Score -1220432 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -1220494.750000 Penalty: 4838.962402
	Iteration 35Q: 3 clusters Score -1220495 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -1220565.875000 Penalty: 4838.962402
	Iteration 36Q: 3 clusters Score -1220566 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -1220653.625000 Penalty: 4838.962402
	Iteration 37Q: 3 clusters Score -1220654 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -1220750.375000 Penalty: 4838.962402
	Iteration 38Q: 3 clusters Score -1220750 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -1220835.625000 Penalty: 4838.962402
	Iteration 39Q: 3 clusters Score -1220836 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -1220938.625000 Penalty: 4838.962402
	Iteration 40F: 3 clusters Score -1220939 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -1221068.750000 Penalty: 4838.962402
	Iteration 41Q: 3 clusters Score -1221069 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -1221194.750000 Penalty: 4838.962402
	Iteration 42Q: 3 clusters Score -1221195 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -1221328.750000 Penalty: 4838.962402
	Iteration 43Q: 3 clusters Score -1221329 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -1221449.500000 Penalty: 4838.962402
	Iteration 44Q: 3 clusters Score -1221450 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -1221562.250000 Penalty: 4838.962402
	Iteration 45Q: 3 clusters Score -1221562 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -1221682.625000 Penalty: 4838.962402
	Iteration 46Q: 3 clusters Score -1221683 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -1221799.625000 Penalty: 4838.962402
	Iteration 47Q: 3 clusters Score -1221800 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 15760 members 
Entering Unmasked Estep 
Score: -1221909.875000 Penalty: 4838.962402
	Iteration 48Q: 3 clusters Score -1221910 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 15886 members 
Entering Unmasked Estep 
Score: -1221995.375000 Penalty: 4838.962402
	Iteration 49Q: 3 clusters Score -1221995 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 15996 members 
Entering Unmasked Estep 
Score: -1222085.750000 Penalty: 4838.962402
	Iteration 50Q: 3 clusters Score -1222086 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
Score: -1222172.000000 Penalty: 4838.962402
	Iteration 51Q: 3 clusters Score -1222172 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -1222245.000000 Penalty: 4838.962402
	Iteration 52Q: 3 clusters Score -1222245 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 16261 members 
Entering Unmasked Estep 
Score: -1222320.125000 Penalty: 4838.962402
	Iteration 53Q: 3 clusters Score -1222320 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -1222381.000000 Penalty: 4838.962402
	Iteration 54Q: 3 clusters Score -1222381 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -1222431.000000 Penalty: 4838.962402
	Iteration 55Q: 3 clusters Score -1222431 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 16429 members 
Entering Unmasked Estep 
Score: -1222471.750000 Penalty: 4838.962402
	Iteration 56Q: 3 clusters Score -1222472 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -1222501.125000 Penalty: 4838.962402
	Iteration 57Q: 3 clusters Score -1222501 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
Score: -1222520.750000 Penalty: 4838.962402
	Iteration 58Q: 3 clusters Score -1222521 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 16516 members 
Entering Unmasked Estep 
Score: -1222536.000000 Penalty: 4838.962402
	Iteration 59Q: 3 clusters Score -1222536 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -1222546.000000 Penalty: 4838.962402
	Iteration 60F: 3 clusters Score -1222546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
Score: -1222549.000000 Penalty: 4838.962402
	Iteration 61Q: 3 clusters Score -1222549 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 16539 members 
Entering Unmasked Estep 
Score: -1222552.750000 Penalty: 4838.962402
	Iteration 62Q: 3 clusters Score -1222553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 16542 members 
Entering Unmasked Estep 
Score: -1222553.625000 Penalty: 4838.962402
	Iteration 63Q: 3 clusters Score -1222554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 16544 members 
Entering Unmasked Estep 
Score: -1222554.375000 Penalty: 4838.962402
	Iteration 64Q: 3 clusters Score -1222554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 16547 members 
Entering Unmasked Estep 
Score: -1222557.125000 Penalty: 4838.962402
	Iteration 65Q: 3 clusters Score -1222557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 16545 members 
Entering Unmasked Estep 
Score: -1222559.375000 Penalty: 4838.962402
	Iteration 66Q: 3 clusters Score -1222559 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -1222563.000000 Penalty: 4838.962402
	Iteration 67Q: 3 clusters Score -1222563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 16552 members 
Entering Unmasked Estep 
Score: -1222565.000000 Penalty: 4838.962402
	Iteration 68Q: 3 clusters Score -1222565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -1222564.875000 Penalty: 4838.962402
	Iteration 69Q: 3 clusters Score -1222565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 16550 members 
Entering Unmasked Estep 
Score: -1222566.875000 Penalty: 4838.962402
	Iteration 70Q: 3 clusters Score -1222567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 16549 members 
Entering Unmasked Estep 
Score: -1222567.125000 Penalty: 4838.962402
	Iteration 71Q: 3 clusters Score -1222567 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 16549 members 
Entering Unmasked Estep 
Score: -1222567.125000 Penalty: 4838.962402
	Iteration 72F: 3 clusters Score -1222567 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Entering Unmasked Estep 
Score: -754501.625000 Penalty: 2302.722168
	Iteration 0F: 2 clusters Score -754501.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -746376.125000 Penalty: 4605.444336
	Iteration 0F: 3 clusters Score -746376.1 nChanged 4502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -748803.812500 Penalty: 4605.444336
	Iteration 1F: 3 clusters Score -748803.8 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -749260.187500 Penalty: 4605.444336
	Iteration 2F: 3 clusters Score -749260.2 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -749615.625000 Penalty: 4605.444336
	Iteration 3F: 3 clusters Score -749615.6 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -749898.125000 Penalty: 4605.444336
	Iteration 4F: 3 clusters Score -749898.1 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -750135.312500 Penalty: 4605.444336
	Iteration 5Q: 3 clusters Score -750135.3 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -750318.625000 Penalty: 4605.444336
	Iteration 6Q: 3 clusters Score -750318.6 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -750482.937500 Penalty: 4605.444336
	Iteration 7Q: 3 clusters Score -750482.9 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -750660.062500 Penalty: 4605.444336
	Iteration 8Q: 3 clusters Score -750660.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -750841.500000 Penalty: 4605.444336
	Iteration 9Q: 3 clusters Score -750841.5 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -751016.937500 Penalty: 4605.444336
	Iteration 10Q: 3 clusters Score -751016.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -751164.375000 Penalty: 4605.444336
	Iteration 11Q: 3 clusters Score -751164.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -751302.062500 Penalty: 4605.444336
	Iteration 12Q: 3 clusters Score -751302.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -751414.812500 Penalty: 4605.444336
	Iteration 13Q: 3 clusters Score -751414.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -751503.687500 Penalty: 4605.444336
	Iteration 14Q: 3 clusters Score -751503.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -751591.750000 Penalty: 4605.444336
	Iteration 15Q: 3 clusters Score -751591.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -751683.187500 Penalty: 4605.444336
	Iteration 16Q: 3 clusters Score -751683.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -751746.375000 Penalty: 4605.444336
	Iteration 17Q: 3 clusters Score -751746.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -751811.937500 Penalty: 4605.444336
	Iteration 18Q: 3 clusters Score -751811.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -751889.062500 Penalty: 4605.444336
	Iteration 19Q: 3 clusters Score -751889.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -751960.000000 Penalty: 4605.444336
	Iteration 20F: 3 clusters Score -751960 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -752013.687500 Penalty: 4605.444336
	Iteration 21Q: 3 clusters Score -752013.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -752057.562500 Penalty: 4605.444336
	Iteration 22Q: 3 clusters Score -752057.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -752094.000000 Penalty: 4605.444336
	Iteration 23Q: 3 clusters Score -752094 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -752124.750000 Penalty: 4605.444336
	Iteration 24Q: 3 clusters Score -752124.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -752149.625000 Penalty: 4605.444336
	Iteration 25Q: 3 clusters Score -752149.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -752171.062500 Penalty: 4605.444336
	Iteration 26Q: 3 clusters Score -752171.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -752188.375000 Penalty: 4605.444336
	Iteration 27Q: 3 clusters Score -752188.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -752204.125000 Penalty: 4605.444336
	Iteration 28Q: 3 clusters Score -752204.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -752215.687500 Penalty: 4605.444336
	Iteration 29Q: 3 clusters Score -752215.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -752229.625000 Penalty: 4605.444336
	Iteration 30Q: 3 clusters Score -752229.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -752244.125000 Penalty: 4605.444336
	Iteration 31Q: 3 clusters Score -752244.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -752263.937500 Penalty: 4605.444336
	Iteration 32Q: 3 clusters Score -752263.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -752282.562500 Penalty: 4605.444336
	Iteration 33Q: 3 clusters Score -752282.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -752304.187500 Penalty: 4605.444336
	Iteration 34Q: 3 clusters Score -752304.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -752330.687500 Penalty: 4605.444336
	Iteration 35Q: 3 clusters Score -752330.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -752359.500000 Penalty: 4605.444336
	Iteration 36Q: 3 clusters Score -752359.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -752385.562500 Penalty: 4605.444336
	Iteration 37Q: 3 clusters Score -752385.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -752413.562500 Penalty: 4605.444336
	Iteration 38Q: 3 clusters Score -752413.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -752432.000000 Penalty: 4605.444336
	Iteration 39Q: 3 clusters Score -752432 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -752444.062500 Penalty: 4605.444336
	Iteration 40F: 3 clusters Score -752444.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -752460.000000 Penalty: 4605.444336
	Iteration 41Q: 3 clusters Score -752460 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -752475.625000 Penalty: 4605.444336
	Iteration 42Q: 3 clusters Score -752475.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -752490.875000 Penalty: 4605.444336
	Iteration 43Q: 3 clusters Score -752490.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -752503.562500 Penalty: 4605.444336
	Iteration 44Q: 3 clusters Score -752503.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -752513.437500 Penalty: 4605.444336
	Iteration 45Q: 3 clusters Score -752513.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -752524.000000 Penalty: 4605.444336
	Iteration 46Q: 3 clusters Score -752524 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -752535.375000 Penalty: 4605.444336
	Iteration 47Q: 3 clusters Score -752535.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -752543.687500 Penalty: 4605.444336
	Iteration 48Q: 3 clusters Score -752543.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -752550.437500 Penalty: 4605.444336
	Iteration 49Q: 3 clusters Score -752550.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -752556.750000 Penalty: 4605.444336
	Iteration 50Q: 3 clusters Score -752556.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -752569.000000 Penalty: 4605.444336
	Iteration 51Q: 3 clusters Score -752569 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -752577.750000 Penalty: 4605.444336
	Iteration 52Q: 3 clusters Score -752577.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -752585.875000 Penalty: 4605.444336
	Iteration 53Q: 3 clusters Score -752585.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -752592.875000 Penalty: 4605.444336
	Iteration 54Q: 3 clusters Score -752592.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -752599.437500 Penalty: 4605.444336
	Iteration 55Q: 3 clusters Score -752599.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -752603.750000 Penalty: 4605.444336
	Iteration 56Q: 3 clusters Score -752603.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -752608.812500 Penalty: 4605.444336
	Iteration 57Q: 3 clusters Score -752608.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -752612.437500 Penalty: 4605.444336
	Iteration 58Q: 3 clusters Score -752612.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -752619.062500 Penalty: 4605.444336
	Iteration 59Q: 3 clusters Score -752619.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -752624.625000 Penalty: 4605.444336
	Iteration 60F: 3 clusters Score -752624.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -752634.250000 Penalty: 4605.444336
	Iteration 61Q: 3 clusters Score -752634.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -752638.812500 Penalty: 4605.444336
	Iteration 62Q: 3 clusters Score -752638.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -752644.937500 Penalty: 4605.444336
	Iteration 63Q: 3 clusters Score -752644.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -752651.812500 Penalty: 4605.444336
	Iteration 64Q: 3 clusters Score -752651.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -752658.375000 Penalty: 4605.444336
	Iteration 65Q: 3 clusters Score -752658.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -752664.812500 Penalty: 4605.444336
	Iteration 66Q: 3 clusters Score -752664.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -752663.375000 Penalty: 4605.444336
	Iteration 67Q: 3 clusters Score -752663.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -752670.062500 Penalty: 4605.444336
	Iteration 68Q: 3 clusters Score -752670.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -752673.000000 Penalty: 4605.444336
	Iteration 69Q: 3 clusters Score -752673 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -752674.000000 Penalty: 4605.444336
	Iteration 70Q: 3 clusters Score -752674 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -752674.812500 Penalty: 4605.444336
	Iteration 71Q: 3 clusters Score -752674.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -752675.312500 Penalty: 4605.444336
	Iteration 72Q: 3 clusters Score -752675.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -752675.250000 Penalty: 4605.444336
	Iteration 73Q: 3 clusters Score -752675.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -752675.250000 Penalty: 4605.444336
	Iteration 74Q: 3 clusters Score -752675.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -752678.125000 Penalty: 4605.444336
	Iteration 75Q: 3 clusters Score -752678.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -752677.375000 Penalty: 4605.444336
	Iteration 76Q: 3 clusters Score -752677.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -752678.187500 Penalty: 4605.444336
	Iteration 77Q: 3 clusters Score -752678.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -752678.375000 Penalty: 4605.444336
	Iteration 78Q: 3 clusters Score -752678.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -752679.625000 Penalty: 4605.444336
	Iteration 79Q: 3 clusters Score -752679.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -752683.500000 Penalty: 4605.444336
	Iteration 80F: 3 clusters Score -752683.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -752682.375000 Penalty: 4605.444336
	Iteration 81Q: 3 clusters Score -752682.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -752683.312500 Penalty: 4605.444336
	Iteration 82Q: 3 clusters Score -752683.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -752681.937500 Penalty: 4605.444336
	Iteration 83Q: 3 clusters Score -752681.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -752681.937500 Penalty: 4605.444336
	Iteration 84F: 3 clusters Score -752681.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Entering Unmasked Estep 
Score: -703325.687500 Penalty: 2255.876221
	Iteration 0F: 2 clusters Score -703325.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -696364.937500 Penalty: 4511.752441
	Iteration 0F: 3 clusters Score -696364.9 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -698293.750000 Penalty: 4511.752441
	Iteration 1F: 3 clusters Score -698293.8 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -698588.375000 Penalty: 4511.752441
	Iteration 2F: 3 clusters Score -698588.4 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -698791.625000 Penalty: 4511.752441
	Iteration 3F: 3 clusters Score -698791.6 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -698940.687500 Penalty: 4511.752441
	Iteration 4Q: 3 clusters Score -698940.7 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -699072.687500 Penalty: 4511.752441
	Iteration 5Q: 3 clusters Score -699072.7 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -699190.312500 Penalty: 4511.752441
	Iteration 6Q: 3 clusters Score -699190.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -699275.875000 Penalty: 4511.752441
	Iteration 7Q: 3 clusters Score -699275.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -699359.250000 Penalty: 4511.752441
	Iteration 8Q: 3 clusters Score -699359.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -699450.625000 Penalty: 4511.752441
	Iteration 9Q: 3 clusters Score -699450.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -699545.187500 Penalty: 4511.752441
	Iteration 10Q: 3 clusters Score -699545.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -699637.312500 Penalty: 4511.752441
	Iteration 11Q: 3 clusters Score -699637.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -699716.000000 Penalty: 4511.752441
	Iteration 12Q: 3 clusters Score -699716 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -699785.625000 Penalty: 4511.752441
	Iteration 13Q: 3 clusters Score -699785.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -699841.312500 Penalty: 4511.752441
	Iteration 14Q: 3 clusters Score -699841.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -699888.750000 Penalty: 4511.752441
	Iteration 15Q: 3 clusters Score -699888.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -699928.750000 Penalty: 4511.752441
	Iteration 16Q: 3 clusters Score -699928.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -699967.000000 Penalty: 4511.752441
	Iteration 17Q: 3 clusters Score -699967 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -699999.187500 Penalty: 4511.752441
	Iteration 18Q: 3 clusters Score -699999.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -700019.500000 Penalty: 4511.752441
	Iteration 19Q: 3 clusters Score -700019.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -700035.937500 Penalty: 4511.752441
	Iteration 20F: 3 clusters Score -700035.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -700052.187500 Penalty: 4511.752441
	Iteration 21Q: 3 clusters Score -700052.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -700063.500000 Penalty: 4511.752441
	Iteration 22Q: 3 clusters Score -700063.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -700081.500000 Penalty: 4511.752441
	Iteration 23Q: 3 clusters Score -700081.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -700096.125000 Penalty: 4511.752441
	Iteration 24Q: 3 clusters Score -700096.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -700108.187500 Penalty: 4511.752441
	Iteration 25Q: 3 clusters Score -700108.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -700121.125000 Penalty: 4511.752441
	Iteration 26Q: 3 clusters Score -700121.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -700128.562500 Penalty: 4511.752441
	Iteration 27Q: 3 clusters Score -700128.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -700135.625000 Penalty: 4511.752441
	Iteration 28Q: 3 clusters Score -700135.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -700142.062500 Penalty: 4511.752441
	Iteration 29Q: 3 clusters Score -700142.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -700149.250000 Penalty: 4511.752441
	Iteration 30Q: 3 clusters Score -700149.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -700153.562500 Penalty: 4511.752441
	Iteration 31Q: 3 clusters Score -700153.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -700156.687500 Penalty: 4511.752441
	Iteration 32Q: 3 clusters Score -700156.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -700161.187500 Penalty: 4511.752441
	Iteration 33Q: 3 clusters Score -700161.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -700165.375000 Penalty: 4511.752441
	Iteration 34Q: 3 clusters Score -700165.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -700168.687500 Penalty: 4511.752441
	Iteration 35Q: 3 clusters Score -700168.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -700174.062500 Penalty: 4511.752441
	Iteration 36Q: 3 clusters Score -700174.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -700175.312500 Penalty: 4511.752441
	Iteration 37Q: 3 clusters Score -700175.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -700177.062500 Penalty: 4511.752441
	Iteration 38Q: 3 clusters Score -700177.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -700180.187500 Penalty: 4511.752441
	Iteration 39Q: 3 clusters Score -700180.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -700182.500000 Penalty: 4511.752441
	Iteration 40F: 3 clusters Score -700182.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -700181.937500 Penalty: 4511.752441
	Iteration 41Q: 3 clusters Score -700181.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -700183.937500 Penalty: 4511.752441
	Iteration 42Q: 3 clusters Score -700183.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -700186.937500 Penalty: 4511.752441
	Iteration 43Q: 3 clusters Score -700186.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -700189.375000 Penalty: 4511.752441
	Iteration 44Q: 3 clusters Score -700189.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -700193.625000 Penalty: 4511.752441
	Iteration 45Q: 3 clusters Score -700193.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -700196.625000 Penalty: 4511.752441
	Iteration 46Q: 3 clusters Score -700196.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -700198.000000 Penalty: 4511.752441
	Iteration 47Q: 3 clusters Score -700198 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -700200.062500 Penalty: 4511.752441
	Iteration 48Q: 3 clusters Score -700200.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -700202.937500 Penalty: 4511.752441
	Iteration 49Q: 3 clusters Score -700202.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -700207.562500 Penalty: 4511.752441
	Iteration 50Q: 3 clusters Score -700207.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -700210.437500 Penalty: 4511.752441
	Iteration 51Q: 3 clusters Score -700210.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -700211.250000 Penalty: 4511.752441
	Iteration 52Q: 3 clusters Score -700211.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -700214.687500 Penalty: 4511.752441
	Iteration 53Q: 3 clusters Score -700214.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -700222.750000 Penalty: 4511.752441
	Iteration 54Q: 3 clusters Score -700222.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -700223.375000 Penalty: 4511.752441
	Iteration 55Q: 3 clusters Score -700223.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -700227.062500 Penalty: 4511.752441
	Iteration 56Q: 3 clusters Score -700227.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -700230.500000 Penalty: 4511.752441
	Iteration 57Q: 3 clusters Score -700230.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -700234.500000 Penalty: 4511.752441
	Iteration 58Q: 3 clusters Score -700234.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -700240.437500 Penalty: 4511.752441
	Iteration 59Q: 3 clusters Score -700240.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -700245.437500 Penalty: 4511.752441
	Iteration 60F: 3 clusters Score -700245.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -700248.500000 Penalty: 4511.752441
	Iteration 61Q: 3 clusters Score -700248.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -700252.312500 Penalty: 4511.752441
	Iteration 62Q: 3 clusters Score -700252.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -700259.562500 Penalty: 4511.752441
	Iteration 63Q: 3 clusters Score -700259.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -700265.937500 Penalty: 4511.752441
	Iteration 64Q: 3 clusters Score -700265.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -700271.812500 Penalty: 4511.752441
	Iteration 65Q: 3 clusters Score -700271.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -700282.125000 Penalty: 4511.752441
	Iteration 66Q: 3 clusters Score -700282.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -700287.875000 Penalty: 4511.752441
	Iteration 67Q: 3 clusters Score -700287.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -700301.375000 Penalty: 4511.752441
	Iteration 68Q: 3 clusters Score -700301.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -700310.500000 Penalty: 4511.752441
	Iteration 69Q: 3 clusters Score -700310.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -700320.375000 Penalty: 4511.752441
	Iteration 70Q: 3 clusters Score -700320.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -700333.125000 Penalty: 4511.752441
	Iteration 71Q: 3 clusters Score -700333.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -700350.125000 Penalty: 4511.752441
	Iteration 72Q: 3 clusters Score -700350.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -700363.812500 Penalty: 4511.752441
	Iteration 73Q: 3 clusters Score -700363.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -700381.625000 Penalty: 4511.752441
	Iteration 74Q: 3 clusters Score -700381.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -700399.500000 Penalty: 4511.752441
	Iteration 75Q: 3 clusters Score -700399.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -700429.562500 Penalty: 4511.752441
	Iteration 76Q: 3 clusters Score -700429.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -700460.312500 Penalty: 4511.752441
	Iteration 77Q: 3 clusters Score -700460.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -700491.625000 Penalty: 4511.752441
	Iteration 78Q: 3 clusters Score -700491.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -700528.312500 Penalty: 4511.752441
	Iteration 79Q: 3 clusters Score -700528.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -700563.937500 Penalty: 4511.752441
	Iteration 80F: 3 clusters Score -700563.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -700597.000000 Penalty: 4511.752441
	Iteration 81Q: 3 clusters Score -700597 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -700635.687500 Penalty: 4511.752441
	Iteration 82Q: 3 clusters Score -700635.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -700666.937500 Penalty: 4511.752441
	Iteration 83Q: 3 clusters Score -700666.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -700695.687500 Penalty: 4511.752441
	Iteration 84Q: 3 clusters Score -700695.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -700729.562500 Penalty: 4511.752441
	Iteration 85Q: 3 clusters Score -700729.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -700756.687500 Penalty: 4511.752441
	Iteration 86Q: 3 clusters Score -700756.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -700789.875000 Penalty: 4511.752441
	Iteration 87Q: 3 clusters Score -700789.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -700823.187500 Penalty: 4511.752441
	Iteration 88Q: 3 clusters Score -700823.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -700866.437500 Penalty: 4511.752441
	Iteration 89Q: 3 clusters Score -700866.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -700908.562500 Penalty: 4511.752441
	Iteration 90Q: 3 clusters Score -700908.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -700944.312500 Penalty: 4511.752441
	Iteration 91Q: 3 clusters Score -700944.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -700985.187500 Penalty: 4511.752441
	Iteration 92Q: 3 clusters Score -700985.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -701035.937500 Penalty: 4511.752441
	Iteration 93Q: 3 clusters Score -701035.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -701085.500000 Penalty: 4511.752441
	Iteration 94Q: 3 clusters Score -701085.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -701135.125000 Penalty: 4511.752441
	Iteration 95Q: 3 clusters Score -701135.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -701174.625000 Penalty: 4511.752441
	Iteration 96Q: 3 clusters Score -701174.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -701208.375000 Penalty: 4511.752441
	Iteration 97Q: 3 clusters Score -701208.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -701240.187500 Penalty: 4511.752441
	Iteration 98Q: 3 clusters Score -701240.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -701266.187500 Penalty: 4511.752441
	Iteration 99Q: 3 clusters Score -701266.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -701286.062500 Penalty: 4511.752441
	Iteration 100F: 3 clusters Score -701286.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -701305.375000 Penalty: 4511.752441
	Iteration 101Q: 3 clusters Score -701305.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -701320.375000 Penalty: 4511.752441
	Iteration 102Q: 3 clusters Score -701320.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -701335.312500 Penalty: 4511.752441
	Iteration 103Q: 3 clusters Score -701335.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -701350.000000 Penalty: 4511.752441
	Iteration 104Q: 3 clusters Score -701350 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -701365.187500 Penalty: 4511.752441
	Iteration 105Q: 3 clusters Score -701365.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -701377.937500 Penalty: 4511.752441
	Iteration 106Q: 3 clusters Score -701377.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -701386.437500 Penalty: 4511.752441
	Iteration 107Q: 3 clusters Score -701386.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -701393.000000 Penalty: 4511.752441
	Iteration 108Q: 3 clusters Score -701393 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -701400.125000 Penalty: 4511.752441
	Iteration 109Q: 3 clusters Score -701400.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -701409.125000 Penalty: 4511.752441
	Iteration 110Q: 3 clusters Score -701409.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -701417.125000 Penalty: 4511.752441
	Iteration 111Q: 3 clusters Score -701417.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -701425.625000 Penalty: 4511.752441
	Iteration 112Q: 3 clusters Score -701425.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -701429.125000 Penalty: 4511.752441
	Iteration 113Q: 3 clusters Score -701429.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -701437.437500 Penalty: 4511.752441
	Iteration 114Q: 3 clusters Score -701437.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -701444.375000 Penalty: 4511.752441
	Iteration 115Q: 3 clusters Score -701444.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -701447.750000 Penalty: 4511.752441
	Iteration 116Q: 3 clusters Score -701447.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -701453.062500 Penalty: 4511.752441
	Iteration 117Q: 3 clusters Score -701453.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -701454.687500 Penalty: 4511.752441
	Iteration 118Q: 3 clusters Score -701454.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -701458.000000 Penalty: 4511.752441
	Iteration 119Q: 3 clusters Score -701458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -701460.000000 Penalty: 4511.752441
	Iteration 120F: 3 clusters Score -701460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -701462.875000 Penalty: 4511.752441
	Iteration 121Q: 3 clusters Score -701462.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -701463.187500 Penalty: 4511.752441
	Iteration 122Q: 3 clusters Score -701463.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -701463.187500 Penalty: 4511.752441
	Iteration 123F: 3 clusters Score -701463.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Entering Unmasked Estep 
Score: -391008.968750 Penalty: 2110.821289
	Iteration 0F: 2 clusters Score -391009 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -386532.031250 Penalty: 4221.642578
	Iteration 0F: 3 clusters Score -386532 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -387570.031250 Penalty: 4221.642578
	Iteration 1F: 3 clusters Score -387570 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -387786.437500 Penalty: 4221.642578
	Iteration 2F: 3 clusters Score -387786.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -387942.312500 Penalty: 4221.642578
	Iteration 3F: 3 clusters Score -387942.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -388046.093750 Penalty: 4221.642578
	Iteration 4Q: 3 clusters Score -388046.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -388128.656250 Penalty: 4221.642578
	Iteration 5Q: 3 clusters Score -388128.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -388193.093750 Penalty: 4221.642578
	Iteration 6Q: 3 clusters Score -388193.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -388259.093750 Penalty: 4221.642578
	Iteration 7Q: 3 clusters Score -388259.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -388324.250000 Penalty: 4221.642578
	Iteration 8Q: 3 clusters Score -388324.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -388377.156250 Penalty: 4221.642578
	Iteration 9Q: 3 clusters Score -388377.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -388419.718750 Penalty: 4221.642578
	Iteration 10Q: 3 clusters Score -388419.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -388452.250000 Penalty: 4221.642578
	Iteration 11Q: 3 clusters Score -388452.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -388483.093750 Penalty: 4221.642578
	Iteration 12Q: 3 clusters Score -388483.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -388508.375000 Penalty: 4221.642578
	Iteration 13Q: 3 clusters Score -388508.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -388540.468750 Penalty: 4221.642578
	Iteration 14Q: 3 clusters Score -388540.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -388569.843750 Penalty: 4221.642578
	Iteration 15Q: 3 clusters Score -388569.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -388594.062500 Penalty: 4221.642578
	Iteration 16Q: 3 clusters Score -388594.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -388611.531250 Penalty: 4221.642578
	Iteration 17Q: 3 clusters Score -388611.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -388624.406250 Penalty: 4221.642578
	Iteration 18Q: 3 clusters Score -388624.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -388639.156250 Penalty: 4221.642578
	Iteration 19Q: 3 clusters Score -388639.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -388652.406250 Penalty: 4221.642578
	Iteration 20F: 3 clusters Score -388652.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -388669.468750 Penalty: 4221.642578
	Iteration 21Q: 3 clusters Score -388669.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -388687.937500 Penalty: 4221.642578
	Iteration 22Q: 3 clusters Score -388687.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -388705.281250 Penalty: 4221.642578
	Iteration 23Q: 3 clusters Score -388705.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -388729.593750 Penalty: 4221.642578
	Iteration 24Q: 3 clusters Score -388729.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -388750.937500 Penalty: 4221.642578
	Iteration 25Q: 3 clusters Score -388750.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -388780.812500 Penalty: 4221.642578
	Iteration 26Q: 3 clusters Score -388780.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -388805.000000 Penalty: 4221.642578
	Iteration 27Q: 3 clusters Score -388805 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -388837.031250 Penalty: 4221.642578
	Iteration 28Q: 3 clusters Score -388837 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -388870.156250 Penalty: 4221.642578
	Iteration 29Q: 3 clusters Score -388870.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -388887.843750 Penalty: 4221.642578
	Iteration 30Q: 3 clusters Score -388887.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -388904.843750 Penalty: 4221.642578
	Iteration 31Q: 3 clusters Score -388904.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -388917.375000 Penalty: 4221.642578
	Iteration 32Q: 3 clusters Score -388917.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -388927.875000 Penalty: 4221.642578
	Iteration 33Q: 3 clusters Score -388927.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -388937.562500 Penalty: 4221.642578
	Iteration 34Q: 3 clusters Score -388937.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -388949.000000 Penalty: 4221.642578
	Iteration 35Q: 3 clusters Score -388949 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -388958.187500 Penalty: 4221.642578
	Iteration 36Q: 3 clusters Score -388958.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -388967.937500 Penalty: 4221.642578
	Iteration 37Q: 3 clusters Score -388967.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -388977.312500 Penalty: 4221.642578
	Iteration 38Q: 3 clusters Score -388977.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -388985.625000 Penalty: 4221.642578
	Iteration 39Q: 3 clusters Score -388985.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -388998.562500 Penalty: 4221.642578
	Iteration 40F: 3 clusters Score -388998.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -389016.000000 Penalty: 4221.642578
	Iteration 41Q: 3 clusters Score -389016 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -389032.343750 Penalty: 4221.642578
	Iteration 42Q: 3 clusters Score -389032.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -389046.718750 Penalty: 4221.642578
	Iteration 43Q: 3 clusters Score -389046.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -389060.937500 Penalty: 4221.642578
	Iteration 44Q: 3 clusters Score -389060.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -389075.093750 Penalty: 4221.642578
	Iteration 45Q: 3 clusters Score -389075.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -389085.718750 Penalty: 4221.642578
	Iteration 46Q: 3 clusters Score -389085.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -389092.125000 Penalty: 4221.642578
	Iteration 47Q: 3 clusters Score -389092.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -389100.843750 Penalty: 4221.642578
	Iteration 48Q: 3 clusters Score -389100.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -389106.875000 Penalty: 4221.642578
	Iteration 49Q: 3 clusters Score -389106.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -389111.000000 Penalty: 4221.642578
	Iteration 50Q: 3 clusters Score -389111 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -389115.062500 Penalty: 4221.642578
	Iteration 51Q: 3 clusters Score -389115.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -389119.562500 Penalty: 4221.642578
	Iteration 52Q: 3 clusters Score -389119.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -389126.062500 Penalty: 4221.642578
	Iteration 53Q: 3 clusters Score -389126.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -389133.343750 Penalty: 4221.642578
	Iteration 54Q: 3 clusters Score -389133.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -389142.937500 Penalty: 4221.642578
	Iteration 55Q: 3 clusters Score -389142.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -389151.781250 Penalty: 4221.642578
	Iteration 56Q: 3 clusters Score -389151.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -389157.468750 Penalty: 4221.642578
	Iteration 57Q: 3 clusters Score -389157.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -389161.250000 Penalty: 4221.642578
	Iteration 58Q: 3 clusters Score -389161.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -389166.031250 Penalty: 4221.642578
	Iteration 59Q: 3 clusters Score -389166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -389167.218750 Penalty: 4221.642578
	Iteration 60F: 3 clusters Score -389167.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -389170.562500 Penalty: 4221.642578
	Iteration 61Q: 3 clusters Score -389170.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -389174.125000 Penalty: 4221.642578
	Iteration 62Q: 3 clusters Score -389174.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -389177.500000 Penalty: 4221.642578
	Iteration 63Q: 3 clusters Score -389177.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -389182.250000 Penalty: 4221.642578
	Iteration 64Q: 3 clusters Score -389182.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -389188.531250 Penalty: 4221.642578
	Iteration 65Q: 3 clusters Score -389188.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -389193.812500 Penalty: 4221.642578
	Iteration 66Q: 3 clusters Score -389193.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -389198.562500 Penalty: 4221.642578
	Iteration 67Q: 3 clusters Score -389198.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -389199.781250 Penalty: 4221.642578
	Iteration 68Q: 3 clusters Score -389199.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -389206.718750 Penalty: 4221.642578
	Iteration 69Q: 3 clusters Score -389206.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -389210.875000 Penalty: 4221.642578
	Iteration 70Q: 3 clusters Score -389210.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -389217.468750 Penalty: 4221.642578
	Iteration 71Q: 3 clusters Score -389217.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -389223.000000 Penalty: 4221.642578
	Iteration 72Q: 3 clusters Score -389223 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -389227.562500 Penalty: 4221.642578
	Iteration 73Q: 3 clusters Score -389227.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -389228.781250 Penalty: 4221.642578
	Iteration 74Q: 3 clusters Score -389228.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -389229.562500 Penalty: 4221.642578
	Iteration 75Q: 3 clusters Score -389229.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -389229.968750 Penalty: 4221.642578
	Iteration 76Q: 3 clusters Score -389230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -389229.968750 Penalty: 4221.642578
	Iteration 77Q: 3 clusters Score -389230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -389230.187500 Penalty: 4221.642578
	Iteration 78Q: 3 clusters Score -389230.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -389230.187500 Penalty: 4221.642578
	Iteration 79F: 3 clusters Score -389230.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (29736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29736 members 
Entering Unmasked Estep 
Score: -2288284.000000 Penalty: 2554.428223
	Iteration 0F: 2 clusters Score -2288284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -2268037.250000 Penalty: 5108.856445
	Iteration 0F: 3 clusters Score -2268037 nChanged 13385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -2275573.000000 Penalty: 5108.856445
	Iteration 1F: 3 clusters Score -2275573 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 15073 members 
Entering Unmasked Estep 
Score: -2276444.500000 Penalty: 5108.856445
	Iteration 2F: 3 clusters Score -2276444 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -2277386.750000 Penalty: 5108.856445
	Iteration 3F: 3 clusters Score -2277387 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -2278363.000000 Penalty: 5108.856445
	Iteration 4F: 3 clusters Score -2278363 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 15824 members 
Entering Unmasked Estep 
Score: -2279351.250000 Penalty: 5108.856445
	Iteration 5F: 3 clusters Score -2279351 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 16093 members 
Entering Unmasked Estep 
Score: -2280299.500000 Penalty: 5108.856445
	Iteration 6F: 3 clusters Score -2280300 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 16341 members 
Entering Unmasked Estep 
Score: -2281235.500000 Penalty: 5108.856445
	Iteration 7F: 3 clusters Score -2281236 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 16557 members 
Entering Unmasked Estep 
Score: -2282063.750000 Penalty: 5108.856445
	Iteration 8Q: 3 clusters Score -2282064 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 16843 members 
Entering Unmasked Estep 
Score: -2282815.250000 Penalty: 5108.856445
	Iteration 9Q: 3 clusters Score -2282815 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -2283464.500000 Penalty: 5108.856445
	Iteration 10Q: 3 clusters Score -2283464 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 17505 members 
Entering Unmasked Estep 
Score: -2284003.000000 Penalty: 5108.856445
	Iteration 11Q: 3 clusters Score -2284003 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 17841 members 
Entering Unmasked Estep 
Score: -2284382.000000 Penalty: 5108.856445
	Iteration 12Q: 3 clusters Score -2284382 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 18181 members 
Entering Unmasked Estep 
Score: -2284693.000000 Penalty: 5108.856445
	Iteration 13Q: 3 clusters Score -2284693 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 18526 members 
Entering Unmasked Estep 
Score: -2284887.250000 Penalty: 5108.856445
	Iteration 14Q: 3 clusters Score -2284887 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 18862 members 
Entering Unmasked Estep 
Score: -2285039.000000 Penalty: 5108.856445
	Iteration 15Q: 3 clusters Score -2285039 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 19206 members 
Entering Unmasked Estep 
Score: -2285182.250000 Penalty: 5108.856445
	Iteration 16Q: 3 clusters Score -2285182 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 19504 members 
Entering Unmasked Estep 
Score: -2285298.750000 Penalty: 5108.856445
	Iteration 17Q: 3 clusters Score -2285299 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 19815 members 
Entering Unmasked Estep 
Score: -2285423.000000 Penalty: 5108.856445
	Iteration 18Q: 3 clusters Score -2285423 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 20099 members 
Entering Unmasked Estep 
Score: -2285542.000000 Penalty: 5108.856445
	Iteration 19Q: 3 clusters Score -2285542 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 20414 members 
Entering Unmasked Estep 
Score: -2285643.250000 Penalty: 5108.856445
	Iteration 20F: 3 clusters Score -2285643 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 20702 members 
Entering Unmasked Estep 
Score: -2285744.250000 Penalty: 5108.856445
	Iteration 21Q: 3 clusters Score -2285744 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 20987 members 
Entering Unmasked Estep 
Score: -2285835.250000 Penalty: 5108.856445
	Iteration 22Q: 3 clusters Score -2285835 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 21236 members 
Entering Unmasked Estep 
Score: -2285919.250000 Penalty: 5108.856445
	Iteration 23Q: 3 clusters Score -2285919 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 21514 members 
Entering Unmasked Estep 
Score: -2286016.000000 Penalty: 5108.856445
	Iteration 24Q: 3 clusters Score -2286016 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 21795 members 
Entering Unmasked Estep 
Score: -2286118.750000 Penalty: 5108.856445
	Iteration 25Q: 3 clusters Score -2286119 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 22082 members 
Entering Unmasked Estep 
Score: -2286223.750000 Penalty: 5108.856445
	Iteration 26Q: 3 clusters Score -2286224 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 22346 members 
Entering Unmasked Estep 
Score: -2286301.250000 Penalty: 5108.856445
	Iteration 27Q: 3 clusters Score -2286301 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 22584 members 
Entering Unmasked Estep 
Score: -2286372.000000 Penalty: 5108.856445
	Iteration 28Q: 3 clusters Score -2286372 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 22821 members 
Entering Unmasked Estep 
Score: -2286444.500000 Penalty: 5108.856445
	Iteration 29Q: 3 clusters Score -2286444 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 23023 members 
Entering Unmasked Estep 
Score: -2286504.000000 Penalty: 5108.856445
	Iteration 30Q: 3 clusters Score -2286504 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 23224 members 
Entering Unmasked Estep 
Score: -2286544.250000 Penalty: 5108.856445
	Iteration 31Q: 3 clusters Score -2286544 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 23425 members 
Entering Unmasked Estep 
Score: -2286621.000000 Penalty: 5108.856445
	Iteration 32Q: 3 clusters Score -2286621 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 23629 members 
Entering Unmasked Estep 
Score: -2286696.500000 Penalty: 5108.856445
	Iteration 33Q: 3 clusters Score -2286696 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 23850 members 
Entering Unmasked Estep 
Score: -2286768.000000 Penalty: 5108.856445
	Iteration 34Q: 3 clusters Score -2286768 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 24053 members 
Entering Unmasked Estep 
Score: -2286843.000000 Penalty: 5108.856445
	Iteration 35Q: 3 clusters Score -2286843 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 24249 members 
Entering Unmasked Estep 
Score: -2286911.500000 Penalty: 5108.856445
	Iteration 36Q: 3 clusters Score -2286912 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 24443 members 
Entering Unmasked Estep 
Score: -2286974.250000 Penalty: 5108.856445
	Iteration 37Q: 3 clusters Score -2286974 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 24621 members 
Entering Unmasked Estep 
Score: -2287060.500000 Penalty: 5108.856445
	Iteration 38Q: 3 clusters Score -2287060 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 24788 members 
Entering Unmasked Estep 
Score: -2287126.000000 Penalty: 5108.856445
	Iteration 39Q: 3 clusters Score -2287126 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 24945 members 
Entering Unmasked Estep 
Score: -2287165.500000 Penalty: 5108.856445
	Iteration 40F: 3 clusters Score -2287166 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 25085 members 
Entering Unmasked Estep 
Score: -2287209.000000 Penalty: 5108.856445
	Iteration 41Q: 3 clusters Score -2287209 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 25205 members 
Entering Unmasked Estep 
Score: -2287241.500000 Penalty: 5108.856445
	Iteration 42Q: 3 clusters Score -2287242 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 25305 members 
Entering Unmasked Estep 
Score: -2287265.500000 Penalty: 5108.856445
	Iteration 43Q: 3 clusters Score -2287266 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 25382 members 
Entering Unmasked Estep 
Score: -2287285.000000 Penalty: 5108.856445
	Iteration 44Q: 3 clusters Score -2287285 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 25440 members 
Entering Unmasked Estep 
Score: -2287297.750000 Penalty: 5108.856445
	Iteration 45Q: 3 clusters Score -2287298 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 25499 members 
Entering Unmasked Estep 
Score: -2287318.750000 Penalty: 5108.856445
	Iteration 46Q: 3 clusters Score -2287319 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 25560 members 
Entering Unmasked Estep 
Score: -2287334.250000 Penalty: 5108.856445
	Iteration 47Q: 3 clusters Score -2287334 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 25616 members 
Entering Unmasked Estep 
Score: -2287341.000000 Penalty: 5108.856445
	Iteration 48Q: 3 clusters Score -2287341 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 25650 members 
Entering Unmasked Estep 
Score: -2287342.250000 Penalty: 5108.856445
	Iteration 49Q: 3 clusters Score -2287342 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 25680 members 
Entering Unmasked Estep 
Score: -2287348.250000 Penalty: 5108.856445
	Iteration 50Q: 3 clusters Score -2287348 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 25705 members 
Entering Unmasked Estep 
Score: -2287350.000000 Penalty: 5108.856445
	Iteration 51Q: 3 clusters Score -2287350 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 25725 members 
Entering Unmasked Estep 
Score: -2287361.750000 Penalty: 5108.856445
	Iteration 52Q: 3 clusters Score -2287362 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 25749 members 
Entering Unmasked Estep 
Score: -2287359.000000 Penalty: 5108.856445
	Iteration 53Q: 3 clusters Score -2287359 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 25775 members 
Entering Unmasked Estep 
Score: -2287365.000000 Penalty: 5108.856445
	Iteration 54Q: 3 clusters Score -2287365 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 25805 members 
Entering Unmasked Estep 
Score: -2287364.000000 Penalty: 5108.856445
	Iteration 55Q: 3 clusters Score -2287364 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 25823 members 
Entering Unmasked Estep 
Score: -2287372.500000 Penalty: 5108.856445
	Iteration 56Q: 3 clusters Score -2287372 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 25838 members 
Entering Unmasked Estep 
Score: -2287372.000000 Penalty: 5108.856445
	Iteration 57Q: 3 clusters Score -2287372 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 25847 members 
Entering Unmasked Estep 
Score: -2287375.000000 Penalty: 5108.856445
	Iteration 58Q: 3 clusters Score -2287375 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 25855 members 
Entering Unmasked Estep 
Score: -2287374.750000 Penalty: 5108.856445
	Iteration 59Q: 3 clusters Score -2287375 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 25864 members 
Entering Unmasked Estep 
Score: -2287377.750000 Penalty: 5108.856445
	Iteration 60F: 3 clusters Score -2287378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 25870 members 
Entering Unmasked Estep 
Score: -2287377.500000 Penalty: 5108.856445
	Iteration 61Q: 3 clusters Score -2287378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 25875 members 
Entering Unmasked Estep 
Score: -2287376.000000 Penalty: 5108.856445
	Iteration 62Q: 3 clusters Score -2287376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 25877 members 
Entering Unmasked Estep 
Score: -2287378.250000 Penalty: 5108.856445
	Iteration 63Q: 3 clusters Score -2287378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 25878 members 
Entering Unmasked Estep 
Score: -2287379.750000 Penalty: 5108.856445
	Iteration 64Q: 3 clusters Score -2287380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 25879 members 
Entering Unmasked Estep 
Score: -2287377.000000 Penalty: 5108.856445
	Iteration 65Q: 3 clusters Score -2287377 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 25879 members 
Entering Unmasked Estep 
Score: -2287377.000000 Penalty: 5108.856445
	Iteration 66F: 3 clusters Score -2287377 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (25308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25308 members 
Entering Unmasked Estep 
Score: -1992480.250000 Penalty: 2514.441162
	Iteration 0F: 2 clusters Score -1992480 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -1974910.000000 Penalty: 5028.882324
	Iteration 0F: 3 clusters Score -1974910 nChanged 11284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -1981414.750000 Penalty: 5028.882324
	Iteration 1F: 3 clusters Score -1981415 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -1982436.375000 Penalty: 5028.882324
	Iteration 2F: 3 clusters Score -1982436 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -1983518.750000 Penalty: 5028.882324
	Iteration 3F: 3 clusters Score -1983519 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -1984703.875000 Penalty: 5028.882324
	Iteration 4F: 3 clusters Score -1984704 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -1985884.500000 Penalty: 5028.882324
	Iteration 5F: 3 clusters Score -1985884 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -1986926.375000 Penalty: 5028.882324
	Iteration 6F: 3 clusters Score -1986926 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16847 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -1987759.000000 Penalty: 5028.882324
	Iteration 7F: 3 clusters Score -1987759 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17677 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1988423.250000 Penalty: 5028.882324
	Iteration 8Q: 3 clusters Score -1988423 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18490 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1988968.375000 Penalty: 5028.882324
	Iteration 9Q: 3 clusters Score -1988968 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19289 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1989442.625000 Penalty: 5028.882324
	Iteration 10Q: 3 clusters Score -1989443 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20086 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1989889.500000 Penalty: 5028.882324
	Iteration 11Q: 3 clusters Score -1989890 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20817 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1990313.750000 Penalty: 5028.882324
	Iteration 12Q: 3 clusters Score -1990314 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21488 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1990677.000000 Penalty: 5028.882324
	Iteration 13Q: 3 clusters Score -1990677 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22064 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1991007.500000 Penalty: 5028.882324
	Iteration 14Q: 3 clusters Score -1991008 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22539 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1991273.375000 Penalty: 5028.882324
	Iteration 15Q: 3 clusters Score -1991273 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22935 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1991510.000000 Penalty: 5028.882324
	Iteration 16Q: 3 clusters Score -1991510 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23239 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1991682.000000 Penalty: 5028.882324
	Iteration 17Q: 3 clusters Score -1991682 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23454 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1991799.500000 Penalty: 5028.882324
	Iteration 18Q: 3 clusters Score -1991800 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23613 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1991883.375000 Penalty: 5028.882324
	Iteration 19Q: 3 clusters Score -1991883 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23737 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1991933.875000 Penalty: 5028.882324
	Iteration 20F: 3 clusters Score -1991934 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23825 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1991971.750000 Penalty: 5028.882324
	Iteration 21Q: 3 clusters Score -1991972 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23897 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1992022.375000 Penalty: 5028.882324
	Iteration 22Q: 3 clusters Score -1992022 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23952 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1992053.375000 Penalty: 5028.882324
	Iteration 23Q: 3 clusters Score -1992053 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24010 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1992094.750000 Penalty: 5028.882324
	Iteration 24Q: 3 clusters Score -1992095 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24055 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1992122.750000 Penalty: 5028.882324
	Iteration 25Q: 3 clusters Score -1992123 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24085 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1992141.250000 Penalty: 5028.882324
	Iteration 26Q: 3 clusters Score -1992141 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24110 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1992171.125000 Penalty: 5028.882324
	Iteration 27Q: 3 clusters Score -1992171 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24127 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1992183.000000 Penalty: 5028.882324
	Iteration 28Q: 3 clusters Score -1992183 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24143 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1992190.000000 Penalty: 5028.882324
	Iteration 29Q: 3 clusters Score -1992190 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24153 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1992197.875000 Penalty: 5028.882324
	Iteration 30Q: 3 clusters Score -1992198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24161 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1992198.625000 Penalty: 5028.882324
	Iteration 31Q: 3 clusters Score -1992199 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24168 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1992197.625000 Penalty: 5028.882324
	Iteration 32Q: 3 clusters Score -1992198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24169 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1992198.875000 Penalty: 5028.882324
	Iteration 33Q: 3 clusters Score -1992199 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24169 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1992198.875000 Penalty: 5028.882324
	Iteration 34F: 3 clusters Score -1992199 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (16143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16143 members 
Entering Unmasked Estep 
Score: -1330171.125000 Penalty: 2402.931885
	Iteration 0F: 2 clusters Score -1330171 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1318507.625000 Penalty: 4805.863770
	Iteration 0F: 3 clusters Score -1318508 nChanged 7100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1322289.375000 Penalty: 4805.863770
	Iteration 1F: 3 clusters Score -1322289 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -1322670.375000 Penalty: 4805.863770
	Iteration 2F: 3 clusters Score -1322670 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -1323068.000000 Penalty: 4805.863770
	Iteration 3F: 3 clusters Score -1323068 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -1323480.875000 Penalty: 4805.863770
	Iteration 4Q: 3 clusters Score -1323481 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -1323958.000000 Penalty: 4805.863770
	Iteration 5Q: 3 clusters Score -1323958 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -1324494.500000 Penalty: 4805.863770
	Iteration 6F: 3 clusters Score -1324494 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -1325096.125000 Penalty: 4805.863770
	Iteration 7F: 3 clusters Score -1325096 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -1325705.375000 Penalty: 4805.863770
	Iteration 8Q: 3 clusters Score -1325705 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -1326241.375000 Penalty: 4805.863770
	Iteration 9Q: 3 clusters Score -1326241 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -1326727.500000 Penalty: 4805.863770
	Iteration 10Q: 3 clusters Score -1326728 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -1327115.625000 Penalty: 4805.863770
	Iteration 11Q: 3 clusters Score -1327116 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -1327385.000000 Penalty: 4805.863770
	Iteration 12Q: 3 clusters Score -1327385 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 14997 members 
Entering Unmasked Estep 
Score: -1327587.375000 Penalty: 4805.863770
	Iteration 13Q: 3 clusters Score -1327587 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -1327765.250000 Penalty: 4805.863770
	Iteration 14Q: 3 clusters Score -1327765 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -1327884.125000 Penalty: 4805.863770
	Iteration 15Q: 3 clusters Score -1327884 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -1327973.875000 Penalty: 4805.863770
	Iteration 16Q: 3 clusters Score -1327974 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -1328026.625000 Penalty: 4805.863770
	Iteration 17Q: 3 clusters Score -1328027 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -1328065.500000 Penalty: 4805.863770
	Iteration 18Q: 3 clusters Score -1328066 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 15521 members 
Entering Unmasked Estep 
Score: -1328090.750000 Penalty: 4805.863770
	Iteration 19Q: 3 clusters Score -1328091 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -1328103.375000 Penalty: 4805.863770
	Iteration 20F: 3 clusters Score -1328103 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -1328121.625000 Penalty: 4805.863770
	Iteration 21Q: 3 clusters Score -1328122 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
Score: -1328137.000000 Penalty: 4805.863770
	Iteration 22Q: 3 clusters Score -1328137 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 15570 members 
Entering Unmasked Estep 
Score: -1328143.375000 Penalty: 4805.863770
	Iteration 23Q: 3 clusters Score -1328143 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 15581 members 
Entering Unmasked Estep 
Score: -1328155.500000 Penalty: 4805.863770
	Iteration 24Q: 3 clusters Score -1328156 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -1328165.250000 Penalty: 4805.863770
	Iteration 25Q: 3 clusters Score -1328165 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -1328170.000000 Penalty: 4805.863770
	Iteration 26Q: 3 clusters Score -1328170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -1328173.625000 Penalty: 4805.863770
	Iteration 27Q: 3 clusters Score -1328174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
Score: -1328181.250000 Penalty: 4805.863770
	Iteration 28Q: 3 clusters Score -1328181 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -1328185.375000 Penalty: 4805.863770
	Iteration 29Q: 3 clusters Score -1328185 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -1328187.875000 Penalty: 4805.863770
	Iteration 30Q: 3 clusters Score -1328188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -1328190.250000 Penalty: 4805.863770
	Iteration 31Q: 3 clusters Score -1328190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -1328192.000000 Penalty: 4805.863770
	Iteration 32Q: 3 clusters Score -1328192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -1328192.125000 Penalty: 4805.863770
	Iteration 33Q: 3 clusters Score -1328192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
Score: -1328198.000000 Penalty: 4805.863770
	Iteration 34Q: 3 clusters Score -1328198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -1328196.250000 Penalty: 4805.863770
	Iteration 35Q: 3 clusters Score -1328196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
Score: -1328197.625000 Penalty: 4805.863770
	Iteration 36Q: 3 clusters Score -1328198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
Score: -1328198.125000 Penalty: 4805.863770
	Iteration 37Q: 3 clusters Score -1328198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 15631 members 
Entering Unmasked Estep 
Score: -1328199.875000 Penalty: 4805.863770
	Iteration 38Q: 3 clusters Score -1328200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 15631 members 
Entering Unmasked Estep 
Score: -1328199.875000 Penalty: 4805.863770
	Iteration 39F: 3 clusters Score -1328200 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (102468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102468 members 
Entering Unmasked Estep 
Score: -8151426.500000 Penalty: 2861.251953
	Iteration 0F: 2 clusters Score -8151426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51034 members 
Mstep: Class 2 contains 51434 members 
Entering Unmasked Estep 
Score: -8082816.000000 Penalty: 5722.503906
	Iteration 0F: 3 clusters Score -8082816 nChanged 48522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48372 members 
Mstep: Class 2 contains 54096 members 
Entering Unmasked Estep 
Score: -8110761.500000 Penalty: 5722.503906
	Iteration 1F: 3 clusters Score -8110762 nChanged 4033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46471 members 
Mstep: Class 2 contains 55997 members 
Entering Unmasked Estep 
Score: -8112148.500000 Penalty: 5722.503906
	Iteration 2Q: 3 clusters Score -8112148 nChanged 4821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43530 members 
Mstep: Class 2 contains 58938 members 
Entering Unmasked Estep 
Score: -8114345.000000 Penalty: 5722.503906
	Iteration 3Q: 3 clusters Score -8114345 nChanged 6197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39119 members 
Mstep: Class 2 contains 63349 members 
Entering Unmasked Estep 
Score: -8117955.000000 Penalty: 5722.503906
	Iteration 4F: 3 clusters Score -8117955 nChanged 7672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33151 members 
Mstep: Class 2 contains 69317 members 
Entering Unmasked Estep 
Score: -8123655.500000 Penalty: 5722.503906
	Iteration 5F: 3 clusters Score -8123656 nChanged 8254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26429 members 
Mstep: Class 2 contains 76039 members 
Entering Unmasked Estep 
Score: -8130470.000000 Penalty: 5722.503906
	Iteration 6F: 3 clusters Score -8130470 nChanged 7139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20568 members 
Mstep: Class 2 contains 81900 members 
Entering Unmasked Estep 
Score: -8136694.500000 Penalty: 5722.503906
	Iteration 7F: 3 clusters Score -8136694 nChanged 5359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16221 members 
Mstep: Class 2 contains 86247 members 
Entering Unmasked Estep 
Score: -8142156.500000 Penalty: 5722.503906
	Iteration 8F: 3 clusters Score -8142156 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 88784 members 
Entering Unmasked Estep 
Score: -8145649.000000 Penalty: 5722.503906
	Iteration 9Q: 3 clusters Score -8145649 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 90092 members 
Entering Unmasked Estep 
Score: -8147070.500000 Penalty: 5722.503906
	Iteration 10Q: 3 clusters Score -8147070 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 91026 members 
Entering Unmasked Estep 
Score: -8147684.000000 Penalty: 5722.503906
	Iteration 11Q: 3 clusters Score -8147684 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 91768 members 
Entering Unmasked Estep 
Score: -8147998.500000 Penalty: 5722.503906
	Iteration 12Q: 3 clusters Score -8147998 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 92399 members 
Entering Unmasked Estep 
Score: -8148240.000000 Penalty: 5722.503906
	Iteration 13Q: 3 clusters Score -8148240 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 92974 members 
Entering Unmasked Estep 
Score: -8148401.000000 Penalty: 5722.503906
	Iteration 14Q: 3 clusters Score -8148401 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 93484 members 
Entering Unmasked Estep 
Score: -8148529.000000 Penalty: 5722.503906
	Iteration 15Q: 3 clusters Score -8148529 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 93939 members 
Entering Unmasked Estep 
Score: -8148668.000000 Penalty: 5722.503906
	Iteration 16Q: 3 clusters Score -8148668 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 94353 members 
Entering Unmasked Estep 
Score: -8148776.000000 Penalty: 5722.503906
	Iteration 17Q: 3 clusters Score -8148776 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 94711 members 
Entering Unmasked Estep 
Score: -8148844.000000 Penalty: 5722.503906
	Iteration 18Q: 3 clusters Score -8148844 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 95028 members 
Entering Unmasked Estep 
Score: -8148924.000000 Penalty: 5722.503906
	Iteration 19Q: 3 clusters Score -8148924 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 95316 members 
Entering Unmasked Estep 
Score: -8148966.500000 Penalty: 5722.503906
	Iteration 20F: 3 clusters Score -8148966 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 95589 members 
Entering Unmasked Estep 
Score: -8149010.500000 Penalty: 5722.503906
	Iteration 21Q: 3 clusters Score -8149010 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 95861 members 
Entering Unmasked Estep 
Score: -8149059.500000 Penalty: 5722.503906
	Iteration 22Q: 3 clusters Score -8149060 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 96114 members 
Entering Unmasked Estep 
Score: -8149117.500000 Penalty: 5722.503906
	Iteration 23Q: 3 clusters Score -8149118 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 96352 members 
Entering Unmasked Estep 
Score: -8149206.500000 Penalty: 5722.503906
	Iteration 24Q: 3 clusters Score -8149206 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 96556 members 
Entering Unmasked Estep 
Score: -8149257.500000 Penalty: 5722.503906
	Iteration 25Q: 3 clusters Score -8149258 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 96742 members 
Entering Unmasked Estep 
Score: -8149295.500000 Penalty: 5722.503906
	Iteration 26Q: 3 clusters Score -8149296 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 96907 members 
Entering Unmasked Estep 
Score: -8149335.000000 Penalty: 5722.503906
	Iteration 27Q: 3 clusters Score -8149335 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 97086 members 
Entering Unmasked Estep 
Score: -8149386.000000 Penalty: 5722.503906
	Iteration 28Q: 3 clusters Score -8149386 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 97239 members 
Entering Unmasked Estep 
Score: -8149403.500000 Penalty: 5722.503906
	Iteration 29Q: 3 clusters Score -8149404 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 97394 members 
Entering Unmasked Estep 
Score: -8149460.500000 Penalty: 5722.503906
	Iteration 30Q: 3 clusters Score -8149460 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 97539 members 
Entering Unmasked Estep 
Score: -8149465.000000 Penalty: 5722.503906
	Iteration 31Q: 3 clusters Score -8149465 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 97672 members 
Entering Unmasked Estep 
Score: -8149495.500000 Penalty: 5722.503906
	Iteration 32Q: 3 clusters Score -8149496 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 97795 members 
Entering Unmasked Estep 
Score: -8149515.500000 Penalty: 5722.503906
	Iteration 33Q: 3 clusters Score -8149516 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 97918 members 
Entering Unmasked Estep 
Score: -8149544.000000 Penalty: 5722.503906
	Iteration 34Q: 3 clusters Score -8149544 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 98024 members 
Entering Unmasked Estep 
Score: -8149548.500000 Penalty: 5722.503906
	Iteration 35Q: 3 clusters Score -8149548 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 98123 members 
Entering Unmasked Estep 
Score: -8149594.000000 Penalty: 5722.503906
	Iteration 36Q: 3 clusters Score -8149594 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 98200 members 
Entering Unmasked Estep 
Score: -8149590.000000 Penalty: 5722.503906
	Iteration 37Q: 3 clusters Score -8149590 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 98282 members 
Entering Unmasked Estep 
Score: -8149595.500000 Penalty: 5722.503906
	Iteration 38Q: 3 clusters Score -8149596 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 98348 members 
Entering Unmasked Estep 
Score: -8149603.500000 Penalty: 5722.503906
	Iteration 39Q: 3 clusters Score -8149604 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 98423 members 
Entering Unmasked Estep 
Score: -8149627.000000 Penalty: 5722.503906
	Iteration 40F: 3 clusters Score -8149627 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 98490 members 
Entering Unmasked Estep 
Score: -8149626.500000 Penalty: 5722.503906
	Iteration 41Q: 3 clusters Score -8149626 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 98550 members 
Entering Unmasked Estep 
Score: -8149640.500000 Penalty: 5722.503906
	Iteration 42Q: 3 clusters Score -8149640 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 98595 members 
Entering Unmasked Estep 
Score: -8149653.500000 Penalty: 5722.503906
	Iteration 43Q: 3 clusters Score -8149654 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 98641 members 
Entering Unmasked Estep 
Score: -8149675.500000 Penalty: 5722.503906
	Iteration 44Q: 3 clusters Score -8149676 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 98684 members 
Entering Unmasked Estep 
Score: -8149658.500000 Penalty: 5722.503906
	Iteration 45Q: 3 clusters Score -8149658 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 98731 members 
Entering Unmasked Estep 
Score: -8149670.000000 Penalty: 5722.503906
	Iteration 46Q: 3 clusters Score -8149670 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 98774 members 
Entering Unmasked Estep 
Score: -8149684.500000 Penalty: 5722.503906
	Iteration 47Q: 3 clusters Score -8149684 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 98817 members 
Entering Unmasked Estep 
Score: -8149671.500000 Penalty: 5722.503906
	Iteration 48Q: 3 clusters Score -8149672 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 98854 members 
Entering Unmasked Estep 
Score: -8149680.500000 Penalty: 5722.503906
	Iteration 49Q: 3 clusters Score -8149680 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 98897 members 
Entering Unmasked Estep 
Score: -8149692.500000 Penalty: 5722.503906
	Iteration 50Q: 3 clusters Score -8149692 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 98932 members 
Entering Unmasked Estep 
Score: -8149706.000000 Penalty: 5722.503906
	Iteration 51Q: 3 clusters Score -8149706 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 98968 members 
Entering Unmasked Estep 
Score: -8149709.500000 Penalty: 5722.503906
	Iteration 52Q: 3 clusters Score -8149710 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 99001 members 
Entering Unmasked Estep 
Score: -8149716.000000 Penalty: 5722.503906
	Iteration 53Q: 3 clusters Score -8149716 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 99035 members 
Entering Unmasked Estep 
Score: -8149710.500000 Penalty: 5722.503906
	Iteration 54Q: 3 clusters Score -8149710 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 99066 members 
Entering Unmasked Estep 
Score: -8149711.000000 Penalty: 5722.503906
	Iteration 55Q: 3 clusters Score -8149711 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 99096 members 
Entering Unmasked Estep 
Score: -8149703.000000 Penalty: 5722.503906
	Iteration 56Q: 3 clusters Score -8149703 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 99133 members 
Entering Unmasked Estep 
Score: -8149704.000000 Penalty: 5722.503906
	Iteration 57Q: 3 clusters Score -8149704 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 99169 members 
Entering Unmasked Estep 
Score: -8149720.000000 Penalty: 5722.503906
	Iteration 58Q: 3 clusters Score -8149720 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 99204 members 
Entering Unmasked Estep 
Score: -8149732.000000 Penalty: 5722.503906
	Iteration 59Q: 3 clusters Score -8149732 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 99244 members 
Entering Unmasked Estep 
Score: -8149745.000000 Penalty: 5722.503906
	Iteration 60F: 3 clusters Score -8149745 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 99277 members 
Entering Unmasked Estep 
Score: -8149747.000000 Penalty: 5722.503906
	Iteration 61Q: 3 clusters Score -8149747 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 99309 members 
Entering Unmasked Estep 
Score: -8149745.500000 Penalty: 5722.503906
	Iteration 62Q: 3 clusters Score -8149746 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 99332 members 
Entering Unmasked Estep 
Score: -8149757.000000 Penalty: 5722.503906
	Iteration 63Q: 3 clusters Score -8149757 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 99351 members 
Entering Unmasked Estep 
Score: -8149764.500000 Penalty: 5722.503906
	Iteration 64Q: 3 clusters Score -8149764 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 99371 members 
Entering Unmasked Estep 
Score: -8149779.000000 Penalty: 5722.503906
	Iteration 65Q: 3 clusters Score -8149779 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 99396 members 
Entering Unmasked Estep 
Score: -8149770.000000 Penalty: 5722.503906
	Iteration 66Q: 3 clusters Score -8149770 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 99418 members 
Entering Unmasked Estep 
Score: -8149774.000000 Penalty: 5722.503906
	Iteration 67Q: 3 clusters Score -8149774 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 99441 members 
Entering Unmasked Estep 
Score: -8149776.000000 Penalty: 5722.503906
	Iteration 68Q: 3 clusters Score -8149776 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 99467 members 
Entering Unmasked Estep 
Score: -8149780.500000 Penalty: 5722.503906
	Iteration 69Q: 3 clusters Score -8149780 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 99498 members 
Entering Unmasked Estep 
Score: -8149787.000000 Penalty: 5722.503906
	Iteration 70Q: 3 clusters Score -8149787 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 99522 members 
Entering Unmasked Estep 
Score: -8149799.000000 Penalty: 5722.503906
	Iteration 71Q: 3 clusters Score -8149799 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 99540 members 
Entering Unmasked Estep 
Score: -8149793.500000 Penalty: 5722.503906
	Iteration 72Q: 3 clusters Score -8149794 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 99554 members 
Entering Unmasked Estep 
Score: -8149807.500000 Penalty: 5722.503906
	Iteration 73Q: 3 clusters Score -8149808 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 99566 members 
Entering Unmasked Estep 
Score: -8149817.000000 Penalty: 5722.503906
	Iteration 74Q: 3 clusters Score -8149817 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 99580 members 
Entering Unmasked Estep 
Score: -8149811.000000 Penalty: 5722.503906
	Iteration 75Q: 3 clusters Score -8149811 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 99599 members 
Entering Unmasked Estep 
Score: -8149810.500000 Penalty: 5722.503906
	Iteration 76Q: 3 clusters Score -8149810 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 99611 members 
Entering Unmasked Estep 
Score: -8149800.500000 Penalty: 5722.503906
	Iteration 77Q: 3 clusters Score -8149800 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 99622 members 
Entering Unmasked Estep 
Score: -8149802.000000 Penalty: 5722.503906
	Iteration 78Q: 3 clusters Score -8149802 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 99628 members 
Entering Unmasked Estep 
Score: -8149805.500000 Penalty: 5722.503906
	Iteration 79Q: 3 clusters Score -8149806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 99636 members 
Entering Unmasked Estep 
Score: -8149799.500000 Penalty: 5722.503906
	Iteration 80F: 3 clusters Score -8149800 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 99648 members 
Entering Unmasked Estep 
Score: -8149808.000000 Penalty: 5722.503906
	Iteration 81Q: 3 clusters Score -8149808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 99658 members 
Entering Unmasked Estep 
Score: -8149811.000000 Penalty: 5722.503906
	Iteration 82Q: 3 clusters Score -8149811 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 99664 members 
Entering Unmasked Estep 
Score: -8149821.000000 Penalty: 5722.503906
	Iteration 83Q: 3 clusters Score -8149821 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 99673 members 
Entering Unmasked Estep 
Score: -8149818.500000 Penalty: 5722.503906
	Iteration 84Q: 3 clusters Score -8149818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 99681 members 
Entering Unmasked Estep 
Score: -8149821.500000 Penalty: 5722.503906
	Iteration 85Q: 3 clusters Score -8149822 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 99695 members 
Entering Unmasked Estep 
Score: -8149818.500000 Penalty: 5722.503906
	Iteration 86Q: 3 clusters Score -8149818 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 99709 members 
Entering Unmasked Estep 
Score: -8149826.500000 Penalty: 5722.503906
	Iteration 87Q: 3 clusters Score -8149826 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 99722 members 
Entering Unmasked Estep 
Score: -8149827.000000 Penalty: 5722.503906
	Iteration 88Q: 3 clusters Score -8149827 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 99740 members 
Entering Unmasked Estep 
Score: -8149822.000000 Penalty: 5722.503906
	Iteration 89Q: 3 clusters Score -8149822 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 99756 members 
Entering Unmasked Estep 
Score: -8149814.000000 Penalty: 5722.503906
	Iteration 90Q: 3 clusters Score -8149814 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 99775 members 
Entering Unmasked Estep 
Score: -8149826.500000 Penalty: 5722.503906
	Iteration 91Q: 3 clusters Score -8149826 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 99795 members 
Entering Unmasked Estep 
Score: -8149837.500000 Penalty: 5722.503906
	Iteration 92Q: 3 clusters Score -8149838 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 99814 members 
Entering Unmasked Estep 
Score: -8149841.000000 Penalty: 5722.503906
	Iteration 93Q: 3 clusters Score -8149841 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 99842 members 
Entering Unmasked Estep 
Score: -8149840.000000 Penalty: 5722.503906
	Iteration 94Q: 3 clusters Score -8149840 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 99878 members 
Entering Unmasked Estep 
Score: -8149861.000000 Penalty: 5722.503906
	Iteration 95Q: 3 clusters Score -8149861 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 99925 members 
Entering Unmasked Estep 
Score: -8149865.500000 Penalty: 5722.503906
	Iteration 96Q: 3 clusters Score -8149866 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 99983 members 
Entering Unmasked Estep 
Score: -8149908.500000 Penalty: 5722.503906
	Iteration 97Q: 3 clusters Score -8149908 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 100036 members 
Entering Unmasked Estep 
Score: -8149943.000000 Penalty: 5722.503906
	Iteration 98Q: 3 clusters Score -8149943 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 100091 members 
Entering Unmasked Estep 
Score: -8149945.500000 Penalty: 5722.503906
	Iteration 99Q: 3 clusters Score -8149946 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 100135 members 
Entering Unmasked Estep 
Score: -8149962.000000 Penalty: 5722.503906
	Iteration 100F: 3 clusters Score -8149962 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 100170 members 
Entering Unmasked Estep 
Score: -8149968.500000 Penalty: 5722.503906
	Iteration 101Q: 3 clusters Score -8149968 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 100206 members 
Entering Unmasked Estep 
Score: -8149993.000000 Penalty: 5722.503906
	Iteration 102Q: 3 clusters Score -8149993 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 100244 members 
Entering Unmasked Estep 
Score: -8150009.500000 Penalty: 5722.503906
	Iteration 103Q: 3 clusters Score -8150010 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 100278 members 
Entering Unmasked Estep 
Score: -8150049.500000 Penalty: 5722.503906
	Iteration 104Q: 3 clusters Score -8150050 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 100307 members 
Entering Unmasked Estep 
Score: -8150063.500000 Penalty: 5722.503906
	Iteration 105Q: 3 clusters Score -8150064 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 100330 members 
Entering Unmasked Estep 
Score: -8150086.500000 Penalty: 5722.503906
	Iteration 106Q: 3 clusters Score -8150086 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 100348 members 
Entering Unmasked Estep 
Score: -8150096.000000 Penalty: 5722.503906
	Iteration 107Q: 3 clusters Score -8150096 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 100371 members 
Entering Unmasked Estep 
Score: -8150104.000000 Penalty: 5722.503906
	Iteration 108Q: 3 clusters Score -8150104 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 100392 members 
Entering Unmasked Estep 
Score: -8150107.000000 Penalty: 5722.503906
	Iteration 109Q: 3 clusters Score -8150107 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 100403 members 
Entering Unmasked Estep 
Score: -8150135.500000 Penalty: 5722.503906
	Iteration 110Q: 3 clusters Score -8150136 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 100412 members 
Entering Unmasked Estep 
Score: -8150134.500000 Penalty: 5722.503906
	Iteration 111Q: 3 clusters Score -8150134 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 100417 members 
Entering Unmasked Estep 
Score: -8150128.000000 Penalty: 5722.503906
	Iteration 112Q: 3 clusters Score -8150128 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 100426 members 
Entering Unmasked Estep 
Score: -8150138.000000 Penalty: 5722.503906
	Iteration 113Q: 3 clusters Score -8150138 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 100434 members 
Entering Unmasked Estep 
Score: -8150152.500000 Penalty: 5722.503906
	Iteration 114Q: 3 clusters Score -8150152 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 100442 members 
Entering Unmasked Estep 
Score: -8150164.500000 Penalty: 5722.503906
	Iteration 115Q: 3 clusters Score -8150164 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 100445 members 
Entering Unmasked Estep 
Score: -8150158.500000 Penalty: 5722.503906
	Iteration 116Q: 3 clusters Score -8150158 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 100455 members 
Entering Unmasked Estep 
Score: -8150163.000000 Penalty: 5722.503906
	Iteration 117Q: 3 clusters Score -8150163 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 100467 members 
Entering Unmasked Estep 
Score: -8150168.000000 Penalty: 5722.503906
	Iteration 118Q: 3 clusters Score -8150168 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 100476 members 
Entering Unmasked Estep 
Score: -8150170.000000 Penalty: 5722.503906
	Iteration 119Q: 3 clusters Score -8150170 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 100484 members 
Entering Unmasked Estep 
Score: -8150171.500000 Penalty: 5722.503906
	Iteration 120F: 3 clusters Score -8150172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 100488 members 
Entering Unmasked Estep 
Score: -8150174.500000 Penalty: 5722.503906
	Iteration 121Q: 3 clusters Score -8150174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 100492 members 
Entering Unmasked Estep 
Score: -8150179.500000 Penalty: 5722.503906
	Iteration 122Q: 3 clusters Score -8150180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 100494 members 
Entering Unmasked Estep 
Score: -8150181.000000 Penalty: 5722.503906
	Iteration 123Q: 3 clusters Score -8150181 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 100494 members 
Entering Unmasked Estep 
Score: -8150181.000000 Penalty: 5722.503906
	Iteration 124F: 3 clusters Score -8150181 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (87476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87476 members 
Entering Unmasked Estep 
Score: -7067220.000000 Penalty: 2822.021729
	Iteration 0F: 2 clusters Score -7067220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43452 members 
Mstep: Class 2 contains 44024 members 
Entering Unmasked Estep 
Score: -7008793.500000 Penalty: 5644.043457
	Iteration 0F: 3 clusters Score -7008794 nChanged 41141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40147 members 
Mstep: Class 2 contains 47329 members 
Entering Unmasked Estep 
Score: -7033011.500000 Penalty: 5644.043457
	Iteration 1F: 3 clusters Score -7033012 nChanged 4271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37604 members 
Mstep: Class 2 contains 49872 members 
Entering Unmasked Estep 
Score: -7034854.500000 Penalty: 5644.043457
	Iteration 2Q: 3 clusters Score -7034854 nChanged 5210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33928 members 
Mstep: Class 2 contains 53548 members 
Entering Unmasked Estep 
Score: -7037862.000000 Penalty: 5644.043457
	Iteration 3F: 3 clusters Score -7037862 nChanged 6209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29169 members 
Mstep: Class 2 contains 58307 members 
Entering Unmasked Estep 
Score: -7042318.000000 Penalty: 5644.043457
	Iteration 4F: 3 clusters Score -7042318 nChanged 6550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23875 members 
Mstep: Class 2 contains 63601 members 
Entering Unmasked Estep 
Score: -7047586.500000 Penalty: 5644.043457
	Iteration 5F: 3 clusters Score -7047586 nChanged 5906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19165 members 
Mstep: Class 2 contains 68311 members 
Entering Unmasked Estep 
Score: -7052579.500000 Penalty: 5644.043457
	Iteration 6F: 3 clusters Score -7052580 nChanged 4680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 71947 members 
Entering Unmasked Estep 
Score: -7056359.500000 Penalty: 5644.043457
	Iteration 7F: 3 clusters Score -7056360 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 74421 members 
Entering Unmasked Estep 
Score: -7058828.000000 Penalty: 5644.043457
	Iteration 8Q: 3 clusters Score -7058828 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 76026 members 
Entering Unmasked Estep 
Score: -7060304.000000 Penalty: 5644.043457
	Iteration 9Q: 3 clusters Score -7060304 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 77166 members 
Entering Unmasked Estep 
Score: -7061240.500000 Penalty: 5644.043457
	Iteration 10Q: 3 clusters Score -7061240 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 78103 members 
Entering Unmasked Estep 
Score: -7061885.500000 Penalty: 5644.043457
	Iteration 11Q: 3 clusters Score -7061886 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 78931 members 
Entering Unmasked Estep 
Score: -7062393.500000 Penalty: 5644.043457
	Iteration 12Q: 3 clusters Score -7062394 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 79671 members 
Entering Unmasked Estep 
Score: -7062856.000000 Penalty: 5644.043457
	Iteration 13Q: 3 clusters Score -7062856 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 80342 members 
Entering Unmasked Estep 
Score: -7063236.500000 Penalty: 5644.043457
	Iteration 14Q: 3 clusters Score -7063236 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 80935 members 
Entering Unmasked Estep 
Score: -7063631.500000 Penalty: 5644.043457
	Iteration 15Q: 3 clusters Score -7063632 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 81425 members 
Entering Unmasked Estep 
Score: -7064025.000000 Penalty: 5644.043457
	Iteration 16Q: 3 clusters Score -7064025 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 81849 members 
Entering Unmasked Estep 
Score: -7064427.500000 Penalty: 5644.043457
	Iteration 17Q: 3 clusters Score -7064428 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 82234 members 
Entering Unmasked Estep 
Score: -7064923.500000 Penalty: 5644.043457
	Iteration 18Q: 3 clusters Score -7064924 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 82511 members 
Entering Unmasked Estep 
Score: -7065419.000000 Penalty: 5644.043457
	Iteration 19Q: 3 clusters Score -7065419 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 82690 members 
Entering Unmasked Estep 
Score: -7065889.000000 Penalty: 5644.043457
	Iteration 20F: 3 clusters Score -7065889 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 82733 members 
Entering Unmasked Estep 
Score: -7066285.500000 Penalty: 5644.043457
	Iteration 21Q: 3 clusters Score -7066286 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 82687 members 
Entering Unmasked Estep 
Score: -7066577.500000 Penalty: 5644.043457
	Iteration 22Q: 3 clusters Score -7066578 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 82607 members 
Entering Unmasked Estep 
Score: -7066775.500000 Penalty: 5644.043457
	Iteration 23Q: 3 clusters Score -7066776 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 82488 members 
Entering Unmasked Estep 
Score: -7066905.000000 Penalty: 5644.043457
	Iteration 24Q: 3 clusters Score -7066905 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 82358 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -7066996 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 82228 members 
Entering Unmasked Estep 
Score: -7067049.500000 Penalty: 5644.043457
	Iteration 26Q: 3 clusters Score -7067050 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 82103 members 
Entering Unmasked Estep 
Score: -7067090.500000 Penalty: 5644.043457
	Iteration 27Q: 3 clusters Score -7067090 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 81978 members 
Entering Unmasked Estep 
Score: -7067149.000000 Penalty: 5644.043457
	Iteration 28Q: 3 clusters Score -7067149 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 81855 members 
Entering Unmasked Estep 
Score: -7067190.000000 Penalty: 5644.043457
	Iteration 29Q: 3 clusters Score -7067190 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 81715 members 
Entering Unmasked Estep 
Score: -7067237.500000 Penalty: 5644.043457
	Iteration 30Q: 3 clusters Score -7067238 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 81588 members 
Entering Unmasked Estep 
Score: -7067249.000000 Penalty: 5644.043457
	Iteration 31Q: 3 clusters Score -7067249 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 81461 members 
Entering Unmasked Estep 
Score: -7067276.500000 Penalty: 5644.043457
	Iteration 32Q: 3 clusters Score -7067276 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 81346 members 
Entering Unmasked Estep 
Score: -7067303.000000 Penalty: 5644.043457
	Iteration 33Q: 3 clusters Score -7067303 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 81252 members 
Entering Unmasked Estep 
Score: -7067288.500000 Penalty: 5644.043457
	Iteration 34Q: 3 clusters Score -7067288 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 81174 members 
Entering Unmasked Estep 
Score: -7067302.500000 Penalty: 5644.043457
	Iteration 35Q: 3 clusters Score -7067302 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 81110 members 
Entering Unmasked Estep 
Score: -7067318.000000 Penalty: 5644.043457
	Iteration 36Q: 3 clusters Score -7067318 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 81054 members 
Entering Unmasked Estep 
Score: -7067332.500000 Penalty: 5644.043457
	Iteration 37Q: 3 clusters Score -7067332 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 80999 members 
Entering Unmasked Estep 
Score: -7067334.500000 Penalty: 5644.043457
	Iteration 38Q: 3 clusters Score -7067334 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 80951 members 
Entering Unmasked Estep 
Score: -7067333.500000 Penalty: 5644.043457
	Iteration 39Q: 3 clusters Score -7067334 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 80905 members 
Entering Unmasked Estep 
Score: -7067348.000000 Penalty: 5644.043457
	Iteration 40F: 3 clusters Score -7067348 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 80851 members 
Entering Unmasked Estep 
Score: -7067364.500000 Penalty: 5644.043457
	Iteration 41Q: 3 clusters Score -7067364 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 80788 members 
Entering Unmasked Estep 
Score: -7067376.500000 Penalty: 5644.043457
	Iteration 42Q: 3 clusters Score -7067376 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 80721 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -7067388 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 80661 members 
Entering Unmasked Estep 
Score: -7067393.500000 Penalty: 5644.043457
	Iteration 44Q: 3 clusters Score -7067394 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 80608 members 
Entering Unmasked Estep 
Score: -7067402.500000 Penalty: 5644.043457
	Iteration 45Q: 3 clusters Score -7067402 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 80544 members 
Entering Unmasked Estep 
Score: -7067389.500000 Penalty: 5644.043457
	Iteration 46Q: 3 clusters Score -7067390 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 80473 members 
Entering Unmasked Estep 
Score: -7067398.000000 Penalty: 5644.043457
	Iteration 47Q: 3 clusters Score -7067398 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 80409 members 
Entering Unmasked Estep 
Score: -7067389.500000 Penalty: 5644.043457
	Iteration 48Q: 3 clusters Score -7067390 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 80353 members 
Entering Unmasked Estep 
Score: -7067398.500000 Penalty: 5644.043457
	Iteration 49Q: 3 clusters Score -7067398 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 80295 members 
Entering Unmasked Estep 
Score: -7067402.500000 Penalty: 5644.043457
	Iteration 50Q: 3 clusters Score -7067402 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 80249 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -7067402 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 80207 members 
Entering Unmasked Estep 
Score: -7067413.000000 Penalty: 5644.043457
	Iteration 52Q: 3 clusters Score -7067413 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 80180 members 
Entering Unmasked Estep 
Score: -7067410.500000 Penalty: 5644.043457
	Iteration 53Q: 3 clusters Score -7067410 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 80166 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -7067414 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 80151 members 
Entering Unmasked Estep 
Score: -7067422.000000 Penalty: 5644.043457
	Iteration 55Q: 3 clusters Score -7067422 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 80130 members 
Entering Unmasked Estep 
Score: -7067412.000000 Penalty: 5644.043457
	Iteration 56Q: 3 clusters Score -7067412 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 80114 members 
Entering Unmasked Estep 
Score: -7067406.000000 Penalty: 5644.043457
	Iteration 57Q: 3 clusters Score -7067406 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 80103 members 
Entering Unmasked Estep 
Score: -7067405.500000 Penalty: 5644.043457
	Iteration 58Q: 3 clusters Score -7067406 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 80089 members 
Entering Unmasked Estep 
Score: -7067408.500000 Penalty: 5644.043457
	Iteration 59Q: 3 clusters Score -7067408 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 80074 members 
Entering Unmasked Estep 
Score: -7067418.000000 Penalty: 5644.043457
	Iteration 60F: 3 clusters Score -7067418 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 80053 members 
Entering Unmasked Estep 
Score: -7067416.000000 Penalty: 5644.043457
	Iteration 61Q: 3 clusters Score -7067416 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 80039 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -7067414 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 80025 members 
Entering Unmasked Estep 
Score: -7067425.000000 Penalty: 5644.043457
	Iteration 63Q: 3 clusters Score -7067425 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 80014 members 
Entering Unmasked Estep 
Score: -7067419.500000 Penalty: 5644.043457
	Iteration 64Q: 3 clusters Score -7067420 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 80005 members 
Entering Unmasked Estep 
Score: -7067427.500000 Penalty: 5644.043457
	Iteration 65Q: 3 clusters Score -7067428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 79997 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -7067427 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 79986 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -7067428 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 79970 members 
Entering Unmasked Estep 
Score: -7067426.000000 Penalty: 5644.043457
	Iteration 68Q: 3 clusters Score -7067426 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 79957 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -7067428 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 79946 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -7067426 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 79934 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -7067426 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 79923 members 
Entering Unmasked Estep 
Score: -7067432.500000 Penalty: 5644.043457
	Iteration 72Q: 3 clusters Score -7067432 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 79912 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -7067428 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 79901 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -7067428 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 79891 members 
Entering Unmasked Estep 
Score: -7067424.000000 Penalty: 5644.043457
	Iteration 75Q: 3 clusters Score -7067424 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 79880 members 
Entering Unmasked Estep 
Score: -7067433.000000 Penalty: 5644.043457
	Iteration 76Q: 3 clusters Score -7067433 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 79870 members 
Entering Unmasked Estep 
Score: -7067430.000000 Penalty: 5644.043457
	Iteration 77Q: 3 clusters Score -7067430 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 79858 members 
Entering Unmasked Estep 
Score: -7067422.000000 Penalty: 5644.043457
	Iteration 78Q: 3 clusters Score -7067422 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 79838 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -7067426 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 79812 members 
Entering Unmasked Estep 
Score: -7067436.000000 Penalty: 5644.043457
	Iteration 80F: 3 clusters Score -7067436 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 79780 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -7067429 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 79753 members 
Entering Unmasked Estep 
Score: -7067435.000000 Penalty: 5644.043457
	Iteration 82Q: 3 clusters Score -7067435 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 79728 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -7067429 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 79695 members 
Entering Unmasked Estep 
Score: -7067441.000000 Penalty: 5644.043457
	Iteration 84Q: 3 clusters Score -7067441 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 79658 members 
Entering Unmasked Estep 
Score: -7067440.000000 Penalty: 5644.043457
	Iteration 85Q: 3 clusters Score -7067440 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 79617 members 
Entering Unmasked Estep 
Score: -7067447.000000 Penalty: 5644.043457
	Iteration 86Q: 3 clusters Score -7067447 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 79576 members 
Entering Unmasked Estep 
Score: -7067464.000000 Penalty: 5644.043457
	Iteration 87Q: 3 clusters Score -7067464 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 79531 members 
Entering Unmasked Estep 
Score: -7067458.500000 Penalty: 5644.043457
	Iteration 88Q: 3 clusters Score -7067458 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 79494 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -7067468 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 79459 members 
Entering Unmasked Estep 
Score: -7067462.000000 Penalty: 5644.043457
	Iteration 90Q: 3 clusters Score -7067462 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 79422 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -7067463 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 79384 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -7067466 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 79336 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -7067466 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 79281 members 
Entering Unmasked Estep 
Score: -7067475.000000 Penalty: 5644.043457
	Iteration 94Q: 3 clusters Score -7067475 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 79236 members 
Entering Unmasked Estep 
Score: -7067493.000000 Penalty: 5644.043457
	Iteration 95Q: 3 clusters Score -7067493 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 79182 members 
Entering Unmasked Estep 
Score: -7067480.000000 Penalty: 5644.043457
	Iteration 96Q: 3 clusters Score -7067480 nChanged 60
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 79122 members 
Entering Unmasked Estep 
Score: -7067471.500000 Penalty: 5644.043457
	Iteration 97Q: 3 clusters Score -7067472 nChanged 58
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 79064 members 
Entering Unmasked Estep 
Score: -7067481.500000 Penalty: 5644.043457
	Iteration 98Q: 3 clusters Score -7067482 nChanged 63
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 79001 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -7067474 nChanged 50
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 78951 members 
Entering Unmasked Estep 
Score: -7067484.000000 Penalty: 5644.043457
	Iteration 100F: 3 clusters Score -7067484 nChanged 46
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 78905 members 
Entering Unmasked Estep 
Score: -7067489.000000 Penalty: 5644.043457
	Iteration 101Q: 3 clusters Score -7067489 nChanged 52
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 78853 members 
Entering Unmasked Estep 
Score: -7067479.500000 Penalty: 5644.043457
	Iteration 102Q: 3 clusters Score -7067480 nChanged 50
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 78803 members 
Entering Unmasked Estep 
Score: -7067486.500000 Penalty: 5644.043457
	Iteration 103Q: 3 clusters Score -7067486 nChanged 39
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Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 78764 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -7067492 nChanged 35
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 78729 members 
Entering Unmasked Estep 
Score: -7067494.500000 Penalty: 5644.043457
	Iteration 105Q: 3 clusters Score -7067494 nChanged 28
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Mstep: Class 1 contains 8775 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -7067498 nChanged 22
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Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 78679 members 
Entering Unmasked Estep 
Score: -7067501.500000 Penalty: 5644.043457
	Iteration 107Q: 3 clusters Score -7067502 nChanged 21
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Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 78658 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -7067498 nChanged 21
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Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 78637 members 
Entering Unmasked Estep 
Score: -7067507.000000 Penalty: 5644.043457
	Iteration 109Q: 3 clusters Score -7067507 nChanged 15
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Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 78622 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -7067500 nChanged 14
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 78608 members 
Entering Unmasked Estep 
Score: -7067502.500000 Penalty: 5644.043457
	Iteration 111Q: 3 clusters Score -7067502 nChanged 16
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 78592 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -7067510 nChanged 13
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Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 78579 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -7067510 nChanged 17
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 78562 members 
Entering Unmasked Estep 
Score: -7067515.000000 Penalty: 5644.043457
	Iteration 114Q: 3 clusters Score -7067515 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 78542 members 
Entering Unmasked Estep 
Score: -7067510.000000 Penalty: 5644.043457
	Iteration 115Q: 3 clusters Score -7067510 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 78526 members 
Entering Unmasked Estep 
Score: -7067509.500000 Penalty: 5644.043457
	Iteration 116Q: 3 clusters Score -7067510 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 78514 members 
Entering Unmasked Estep 
Score: -7067502.000000 Penalty: 5644.043457
	Iteration 117Q: 3 clusters Score -7067502 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 78501 members 
Entering Unmasked Estep 
Score: -7067508.000000 Penalty: 5644.043457
	Iteration 118Q: 3 clusters Score -7067508 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 78491 members 
Entering Unmasked Estep 
Score: -7067515.000000 Penalty: 5644.043457
	Iteration 119Q: 3 clusters Score -7067515 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 78488 members 
Entering Unmasked Estep 
Score: -7067517.500000 Penalty: 5644.043457
	Iteration 120F: 3 clusters Score -7067518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 78480 members 
Entering Unmasked Estep 
Score: -7067518.500000 Penalty: 5644.043457
	Iteration 121Q: 3 clusters Score -7067518 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 78464 members 
Entering Unmasked Estep 
Score: -7067513.500000 Penalty: 5644.043457
	Iteration 122Q: 3 clusters Score -7067514 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 78451 members 
Entering Unmasked Estep 
Score: -7067517.500000 Penalty: 5644.043457
	Iteration 123Q: 3 clusters Score -7067518 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 78434 members 
Entering Unmasked Estep 
Score: -7067513.500000 Penalty: 5644.043457
	Iteration 124Q: 3 clusters Score -7067514 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 78421 members 
Entering Unmasked Estep 
Score: -7067508.500000 Penalty: 5644.043457
	Iteration 125Q: 3 clusters Score -7067508 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 78413 members 
Entering Unmasked Estep 
Score: -7067514.500000 Penalty: 5644.043457
	Iteration 126Q: 3 clusters Score -7067514 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 78400 members 
Entering Unmasked Estep 
Score: -7067509.000000 Penalty: 5644.043457
	Iteration 127Q: 3 clusters Score -7067509 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 78392 members 
Entering Unmasked Estep 
Score: -7067502.000000 Penalty: 5644.043457
	Iteration 128Q: 3 clusters Score -7067502 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 78382 members 
Entering Unmasked Estep 
Score: -7067504.500000 Penalty: 5644.043457
	Iteration 129Q: 3 clusters Score -7067504 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 78367 members 
Entering Unmasked Estep 
Score: -7067503.000000 Penalty: 5644.043457
	Iteration 130Q: 3 clusters Score -7067503 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 78354 members 
Entering Unmasked Estep 
Score: -7067499.000000 Penalty: 5644.043457
	Iteration 131Q: 3 clusters Score -7067499 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 78338 members 
Entering Unmasked Estep 
Score: -7067499.000000 Penalty: 5644.043457
	Iteration 132Q: 3 clusters Score -7067499 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 78320 members 
Entering Unmasked Estep 
Score: -7067507.500000 Penalty: 5644.043457
	Iteration 133Q: 3 clusters Score -7067508 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 78304 members 
Entering Unmasked Estep 
Score: -7067508.500000 Penalty: 5644.043457
	Iteration 134Q: 3 clusters Score -7067508 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 78280 members 
Entering Unmasked Estep 
Score: -7067521.500000 Penalty: 5644.043457
	Iteration 135Q: 3 clusters Score -7067522 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 78260 members 
Entering Unmasked Estep 
Score: -7067519.000000 Penalty: 5644.043457
	Iteration 136Q: 3 clusters Score -7067519 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 78239 members 
Entering Unmasked Estep 
Score: -7067511.000000 Penalty: 5644.043457
	Iteration 137Q: 3 clusters Score -7067511 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 78222 members 
Entering Unmasked Estep 
Score: -7067517.500000 Penalty: 5644.043457
	Iteration 138Q: 3 clusters Score -7067518 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 78203 members 
Entering Unmasked Estep 
Score: -7067529.000000 Penalty: 5644.043457
	Iteration 139Q: 3 clusters Score -7067529 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 78181 members 
Entering Unmasked Estep 
Score: -7067542.500000 Penalty: 5644.043457
	Iteration 140F: 3 clusters Score -7067542 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 78167 members 
Entering Unmasked Estep 
Score: -7067528.500000 Penalty: 5644.043457
	Iteration 141Q: 3 clusters Score -7067528 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 78155 members 
Entering Unmasked Estep 
Score: -7067531.000000 Penalty: 5644.043457
	Iteration 142Q: 3 clusters Score -7067531 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 78144 members 
Entering Unmasked Estep 
Score: -7067525.000000 Penalty: 5644.043457
	Iteration 143Q: 3 clusters Score -7067525 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 78132 members 
Entering Unmasked Estep 
Score: -7067527.000000 Penalty: 5644.043457
	Iteration 144Q: 3 clusters Score -7067527 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 78124 members 
Entering Unmasked Estep 
Score: -7067521.500000 Penalty: 5644.043457
	Iteration 145Q: 3 clusters Score -7067522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 78116 members 
Entering Unmasked Estep 
Score: -7067523.500000 Penalty: 5644.043457
	Iteration 146Q: 3 clusters Score -7067524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 78108 members 
Entering Unmasked Estep 
Score: -7067519.500000 Penalty: 5644.043457
	Iteration 147Q: 3 clusters Score -7067520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 78102 members 
Entering Unmasked Estep 
Score: -7067517.500000 Penalty: 5644.043457
	Iteration 148Q: 3 clusters Score -7067518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 78097 members 
Entering Unmasked Estep 
Score: -7067522.000000 Penalty: 5644.043457
	Iteration 149Q: 3 clusters Score -7067522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 78094 members 
Entering Unmasked Estep 
Score: -7067518.500000 Penalty: 5644.043457
	Iteration 150Q: 3 clusters Score -7067518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 78091 members 
Entering Unmasked Estep 
Score: -7067520.500000 Penalty: 5644.043457
	Iteration 151Q: 3 clusters Score -7067520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 78089 members 
Entering Unmasked Estep 
Score: -7067524.000000 Penalty: 5644.043457
	Iteration 152Q: 3 clusters Score -7067524 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 78080 members 
Entering Unmasked Estep 
Score: -7067527.000000 Penalty: 5644.043457
	Iteration 153Q: 3 clusters Score -7067527 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 78070 members 
Entering Unmasked Estep 
Score: -7067523.500000 Penalty: 5644.043457
	Iteration 154Q: 3 clusters Score -7067524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 78063 members 
Entering Unmasked Estep 
Score: -7067513.000000 Penalty: 5644.043457
	Iteration 155Q: 3 clusters Score -7067513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 78061 members 
Entering Unmasked Estep 
Score: -7067524.000000 Penalty: 5644.043457
	Iteration 156Q: 3 clusters Score -7067524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 78061 members 
Entering Unmasked Estep 
Score: -7067524.000000 Penalty: 5644.043457
	Iteration 157F: 3 clusters Score -7067524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 8443 members 
Mstep: Class 3 contains 8774 members 
Mstep: Class 4 contains 11217 members 
Mstep: Class 5 contains 24835 members 
Mstep: Class 6 contains 79708 members 
Mstep: Class 7 contains 12478 members 
Mstep: Class 8 contains 2208 members 
Mstep: Class 9 contains 74908 members 
Mstep: Class 10 contains 17693 members 
Mstep: Class 11 contains 152186 members 
Mstep: Class 12 contains 28997 members 
Mstep: Class 13 contains 8121 members 
Mstep: Class 14 contains 10129 members 
Mstep: Class 15 contains 2481 members 
Mstep: Class 16 contains 44558 members 
Mstep: Class 17 contains 6800 members 
Mstep: Class 18 contains 10934 members 
Mstep: Class 19 contains 36325 members 
Mstep: Class 20 contains 3531 members 
Mstep: Class 21 contains 17257 members 
Mstep: Class 22 contains 10777 members 
Mstep: Class 23 contains 8922 members 
Mstep: Class 24 contains 4971 members 
Mstep: Class 25 contains 29736 members 
Mstep: Class 26 contains 25308 members 
Mstep: Class 27 contains 16143 members 
Mstep: Class 28 contains 102468 members 
Mstep: Class 29 contains 9415 members 
Mstep: Class 30 contains 2242 members 
Mstep: Class 31 contains 2203 members 
Mstep: Class 32 contains 8216 members 
Mstep: Class 33 contains 593419 members 
Mstep: Class 34 contains 78061 members 
Entering Unmasked Estep 
Score: -111979632.000000 Penalty: 119701.210938
Splitting cluster 29 changes total score from -111979488.000000 to -111979632.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 30 (2242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Entering Unmasked Estep 
Score: -138547.765625 Penalty: 1913.350708
	Iteration 0F: 2 clusters Score -138547.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -135835.843750 Penalty: 3826.701416
	Iteration 0F: 3 clusters Score -135835.8 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -136589.687500 Penalty: 3826.701416
	Iteration 1F: 3 clusters Score -136589.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -136957.312500 Penalty: 3826.701416
	Iteration 2F: 3 clusters Score -136957.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -137294.687500 Penalty: 3826.701416
	Iteration 3F: 3 clusters Score -137294.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -137565.312500 Penalty: 3826.701416
	Iteration 4F: 3 clusters Score -137565.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -137744.109375 Penalty: 3826.701416
	Iteration 5F: 3 clusters Score -137744.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -137886.578125 Penalty: 3826.701416
	Iteration 6Q: 3 clusters Score -137886.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -137979.671875 Penalty: 3826.701416
	Iteration 7Q: 3 clusters Score -137979.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -138026.953125 Penalty: 3826.701416
	Iteration 8Q: 3 clusters Score -138027 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -138051.859375 Penalty: 3826.701416
	Iteration 9Q: 3 clusters Score -138051.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -138062.156250 Penalty: 3826.701416
	Iteration 10Q: 3 clusters Score -138062.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -138069.625000 Penalty: 3826.701416
	Iteration 11Q: 3 clusters Score -138069.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -138075.984375 Penalty: 3826.701416
	Iteration 12Q: 3 clusters Score -138076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -138077.437500 Penalty: 3826.701416
	Iteration 13Q: 3 clusters Score -138077.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -138079.875000 Penalty: 3826.701416
	Iteration 14Q: 3 clusters Score -138079.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -138080.937500 Penalty: 3826.701416
	Iteration 15Q: 3 clusters Score -138080.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -138081.718750 Penalty: 3826.701416
	Iteration 16Q: 3 clusters Score -138081.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -138081.718750 Penalty: 3826.701416
	Iteration 17F: 3 clusters Score -138081.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Entering Unmasked Estep 
Score: -148634.734375 Penalty: 1908.998779
	Iteration 0F: 2 clusters Score -148634.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -145894.453125 Penalty: 3817.997559
	Iteration 0F: 3 clusters Score -145894.5 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -146428.859375 Penalty: 3817.997559
	Iteration 1F: 3 clusters Score -146428.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -146557.906250 Penalty: 3817.997559
	Iteration 2F: 3 clusters Score -146557.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -146622.234375 Penalty: 3817.997559
	Iteration 3Q: 3 clusters Score -146622.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -146674.531250 Penalty: 3817.997559
	Iteration 4Q: 3 clusters Score -146674.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -146712.765625 Penalty: 3817.997559
	Iteration 5Q: 3 clusters Score -146712.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -146725.156250 Penalty: 3817.997559
	Iteration 6Q: 3 clusters Score -146725.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -146732.406250 Penalty: 3817.997559
	Iteration 7Q: 3 clusters Score -146732.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -146740.906250 Penalty: 3817.997559
	Iteration 8Q: 3 clusters Score -146740.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -146743.578125 Penalty: 3817.997559
	Iteration 9Q: 3 clusters Score -146743.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -146746.359375 Penalty: 3817.997559
	Iteration 10Q: 3 clusters Score -146746.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -146750.109375 Penalty: 3817.997559
	Iteration 11Q: 3 clusters Score -146750.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -146754.343750 Penalty: 3817.997559
	Iteration 12Q: 3 clusters Score -146754.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -146756.984375 Penalty: 3817.997559
	Iteration 13Q: 3 clusters Score -146757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -146758.109375 Penalty: 3817.997559
	Iteration 14Q: 3 clusters Score -146758.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -146759.656250 Penalty: 3817.997559
	Iteration 15Q: 3 clusters Score -146759.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -146763.546875 Penalty: 3817.997559
	Iteration 16Q: 3 clusters Score -146763.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -146769.562500 Penalty: 3817.997559
	Iteration 17Q: 3 clusters Score -146769.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -146776.890625 Penalty: 3817.997559
	Iteration 18Q: 3 clusters Score -146776.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -146780.625000 Penalty: 3817.997559
	Iteration 19Q: 3 clusters Score -146780.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -146782.546875 Penalty: 3817.997559
	Iteration 20F: 3 clusters Score -146782.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -146783.750000 Penalty: 3817.997559
	Iteration 21Q: 3 clusters Score -146783.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -146784.765625 Penalty: 3817.997559
	Iteration 22Q: 3 clusters Score -146784.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -146785.640625 Penalty: 3817.997559
	Iteration 23Q: 3 clusters Score -146785.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -146786.796875 Penalty: 3817.997559
	Iteration 24Q: 3 clusters Score -146786.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -146789.796875 Penalty: 3817.997559
	Iteration 25Q: 3 clusters Score -146789.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -146791.218750 Penalty: 3817.997559
	Iteration 26Q: 3 clusters Score -146791.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -146793.718750 Penalty: 3817.997559
	Iteration 27Q: 3 clusters Score -146793.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -146795.859375 Penalty: 3817.997559
	Iteration 28Q: 3 clusters Score -146795.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -146797.015625 Penalty: 3817.997559
	Iteration 29Q: 3 clusters Score -146797 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -146797.015625 Penalty: 3817.997559
	Iteration 30F: 3 clusters Score -146797 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (8216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Entering Unmasked Estep 
Score: -630177.250000 Penalty: 2235.432129
	Iteration 0F: 2 clusters Score -630177.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -623703.562500 Penalty: 4470.864258
	Iteration 0F: 3 clusters Score -623703.6 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -625580.875000 Penalty: 4470.864258
	Iteration 1F: 3 clusters Score -625580.9 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -625960.187500 Penalty: 4470.864258
	Iteration 2F: 3 clusters Score -625960.2 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -626217.375000 Penalty: 4470.864258
	Iteration 3F: 3 clusters Score -626217.4 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -626422.125000 Penalty: 4470.864258
	Iteration 4Q: 3 clusters Score -626422.1 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -626597.437500 Penalty: 4470.864258
	Iteration 5Q: 3 clusters Score -626597.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -626759.187500 Penalty: 4470.864258
	Iteration 6Q: 3 clusters Score -626759.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -626954.562500 Penalty: 4470.864258
	Iteration 7Q: 3 clusters Score -626954.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -627149.687500 Penalty: 4470.864258
	Iteration 8Q: 3 clusters Score -627149.7 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -627337.812500 Penalty: 4470.864258
	Iteration 9Q: 3 clusters Score -627337.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -627555.250000 Penalty: 4470.864258
	Iteration 10Q: 3 clusters Score -627555.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -627740.500000 Penalty: 4470.864258
	Iteration 11Q: 3 clusters Score -627740.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -627913.500000 Penalty: 4470.864258
	Iteration 12Q: 3 clusters Score -627913.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -628056.125000 Penalty: 4470.864258
	Iteration 13Q: 3 clusters Score -628056.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -628165.625000 Penalty: 4470.864258
	Iteration 14Q: 3 clusters Score -628165.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -628262.250000 Penalty: 4470.864258
	Iteration 15Q: 3 clusters Score -628262.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -628325.812500 Penalty: 4470.864258
	Iteration 16Q: 3 clusters Score -628325.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -628360.687500 Penalty: 4470.864258
	Iteration 17Q: 3 clusters Score -628360.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -628383.062500 Penalty: 4470.864258
	Iteration 18Q: 3 clusters Score -628383.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -628401.750000 Penalty: 4470.864258
	Iteration 19Q: 3 clusters Score -628401.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -628415.250000 Penalty: 4470.864258
	Iteration 20F: 3 clusters Score -628415.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -628425.562500 Penalty: 4470.864258
	Iteration 21Q: 3 clusters Score -628425.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -628431.625000 Penalty: 4470.864258
	Iteration 22Q: 3 clusters Score -628431.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -628438.125000 Penalty: 4470.864258
	Iteration 23Q: 3 clusters Score -628438.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -628441.750000 Penalty: 4470.864258
	Iteration 24Q: 3 clusters Score -628441.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -628444.812500 Penalty: 4470.864258
	Iteration 25Q: 3 clusters Score -628444.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -628447.250000 Penalty: 4470.864258
	Iteration 26Q: 3 clusters Score -628447.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -628449.937500 Penalty: 4470.864258
	Iteration 27Q: 3 clusters Score -628449.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -628452.250000 Penalty: 4470.864258
	Iteration 28Q: 3 clusters Score -628452.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -628451.437500 Penalty: 4470.864258
	Iteration 29Q: 3 clusters Score -628451.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -628453.562500 Penalty: 4470.864258
	Iteration 30Q: 3 clusters Score -628453.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -628455.312500 Penalty: 4470.864258
	Iteration 31Q: 3 clusters Score -628455.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -628456.437500 Penalty: 4470.864258
	Iteration 32Q: 3 clusters Score -628456.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -628456.750000 Penalty: 4470.864258
	Iteration 33Q: 3 clusters Score -628456.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -628458.000000 Penalty: 4470.864258
	Iteration 34Q: 3 clusters Score -628458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -628457.750000 Penalty: 4470.864258
	Iteration 35Q: 3 clusters Score -628457.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -628457.062500 Penalty: 4470.864258
	Iteration 36Q: 3 clusters Score -628457.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -628457.062500 Penalty: 4470.864258
	Iteration 37F: 3 clusters Score -628457.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 8443 members 
Mstep: Class 3 contains 8774 members 
Mstep: Class 4 contains 11217 members 
Mstep: Class 5 contains 24835 members 
Mstep: Class 6 contains 79708 members 
Mstep: Class 7 contains 12478 members 
Mstep: Class 8 contains 2208 members 
Mstep: Class 9 contains 74908 members 
Mstep: Class 10 contains 17693 members 
Mstep: Class 11 contains 152186 members 
Mstep: Class 12 contains 28997 members 
Mstep: Class 13 contains 8121 members 
Mstep: Class 14 contains 10129 members 
Mstep: Class 15 contains 2481 members 
Mstep: Class 16 contains 44558 members 
Mstep: Class 17 contains 6800 members 
Mstep: Class 18 contains 10934 members 
Mstep: Class 19 contains 36325 members 
Mstep: Class 20 contains 3531 members 
Mstep: Class 21 contains 17257 members 
Mstep: Class 22 contains 10777 members 
Mstep: Class 23 contains 8922 members 
Mstep: Class 24 contains 4971 members 
Mstep: Class 25 contains 29736 members 
Mstep: Class 26 contains 25308 members 
Mstep: Class 27 contains 16143 members 
Mstep: Class 28 contains 102468 members 
Mstep: Class 29 contains 9415 members 
Mstep: Class 30 contains 2242 members 
Mstep: Class 31 contains 2203 members 
Mstep: Class 32 contains 8216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982360.000000 Penalty: 119701.210938
Iteration 119Q: 35 clusters Score -1.119824e+08 nChanged 8226
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 8443 members 
Mstep: Class 3 contains 9021 members 
Mstep: Class 4 contains 11297 members 
Mstep: Class 5 contains 25101 members 
Mstep: Class 6 contains 79932 members 
Mstep: Class 7 contains 12517 members 
Mstep: Class 8 contains 2208 members 
Mstep: Class 9 contains 75030 members 
Mstep: Class 10 contains 17727 members 
Mstep: Class 11 contains 152177 members 
Mstep: Class 12 contains 28967 members 
Mstep: Class 13 contains 8119 members 
Mstep: Class 14 contains 10126 members 
Mstep: Class 15 contains 2482 members 
Mstep: Class 16 contains 44552 members 
Mstep: Class 17 contains 6817 members 
Mstep: Class 18 contains 10926 members 
Mstep: Class 19 contains 36509 members 
Mstep: Class 20 contains 3531 members 
Mstep: Class 21 contains 17335 members 
Mstep: Class 22 contains 10808 members 
Mstep: Class 23 contains 8928 members 
Mstep: Class 24 contains 5034 members 
Mstep: Class 25 contains 29761 members 
Mstep: Class 26 contains 25368 members 
Mstep: Class 27 contains 16205 members 
Mstep: Class 28 contains 102589 members 
Mstep: Class 29 contains 10830 members 
Mstep: Class 30 contains 2243 members 
Mstep: Class 31 contains 2205 members 
Mstep: Class 32 contains 8217 members 
Mstep: Class 33 contains 592039 members 
Mstep: Class 34 contains 76419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984096.000000 Penalty: 119701.210938
Iteration 120F: 35 clusters Score -1.119841e+08 nChanged 6824
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 8443 members 
Mstep: Class 3 contains 9176 members 
Mstep: Class 4 contains 11294 members 
Mstep: Class 5 contains 25354 members 
Mstep: Class 6 contains 79700 members 
Mstep: Class 7 contains 12434 members 
Mstep: Class 8 contains 2211 members 
Mstep: Class 9 contains 74493 members 
Mstep: Class 10 contains 17673 members 
Mstep: Class 11 contains 152161 members 
Mstep: Class 12 contains 28890 members 
Mstep: Class 13 contains 8118 members 
Mstep: Class 14 contains 10121 members 
Mstep: Class 15 contains 2482 members 
Mstep: Class 16 contains 44532 members 
Mstep: Class 17 contains 6782 members 
Mstep: Class 18 contains 10895 members 
Mstep: Class 19 contains 36539 members 
Mstep: Class 20 contains 3531 members 
Mstep: Class 21 contains 17416 members 
Mstep: Class 22 contains 10738 members 
Mstep: Class 23 contains 8932 members 
Mstep: Class 24 contains 5043 members 
Mstep: Class 25 contains 29701 members 
Mstep: Class 26 contains 25294 members 
Mstep: Class 27 contains 16208 members 
Mstep: Class 28 contains 102564 members 
Mstep: Class 29 contains 11724 members 
Mstep: Class 30 contains 2244 members 
Mstep: Class 31 contains 2211 members 
Mstep: Class 32 contains 8217 members 
Mstep: Class 33 contains 592721 members 
Mstep: Class 34 contains 75618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984792.000000 Penalty: 119701.210938
Iteration 121Q: 35 clusters Score -1.119848e+08 nChanged 4457
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 8441 members 
Mstep: Class 3 contains 9357 members 
Mstep: Class 4 contains 11259 members 
Mstep: Class 5 contains 25588 members 
Mstep: Class 6 contains 79530 members 
Mstep: Class 7 contains 12352 members 
Mstep: Class 8 contains 2215 members 
Mstep: Class 9 contains 74077 members 
Mstep: Class 10 contains 17638 members 
Mstep: Class 11 contains 152164 members 
Mstep: Class 12 contains 28816 members 
Mstep: Class 13 contains 8111 members 
Mstep: Class 14 contains 10120 members 
Mstep: Class 15 contains 2482 members 
Mstep: Class 16 contains 44538 members 
Mstep: Class 17 contains 6756 members 
Mstep: Class 18 contains 10877 members 
Mstep: Class 19 contains 36560 members 
Mstep: Class 20 contains 3531 members 
Mstep: Class 21 contains 17497 members 
Mstep: Class 22 contains 10696 members 
Mstep: Class 23 contains 8933 members 
Mstep: Class 24 contains 5066 members 
Mstep: Class 25 contains 29645 members 
Mstep: Class 26 contains 25251 members 
Mstep: Class 27 contains 16202 members 
Mstep: Class 28 contains 102540 members 
Mstep: Class 29 contains 12623 members 
Mstep: Class 30 contains 2250 members 
Mstep: Class 31 contains 2215 members 
Mstep: Class 32 contains 8217 members 
Mstep: Class 33 contains 592932 members 
Mstep: Class 34 contains 74983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111985016.000000 Penalty: 119701.210938
Iteration 122Q: 35 clusters Score -1.11985e+08 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 8441 members 
Mstep: Class 3 contains 9542 members 
Mstep: Class 4 contains 11214 members 
Mstep: Class 5 contains 25796 members 
Mstep: Class 6 contains 79350 members 
Mstep: Class 7 contains 12297 members 
Mstep: Class 8 contains 2216 members 
Mstep: Class 9 contains 73741 members 
Mstep: Class 10 contains 17615 members 
Mstep: Class 11 contains 152160 members 
Mstep: Class 12 contains 28763 members 
Mstep: Class 13 contains 8095 members 
Mstep: Class 14 contains 10118 members 
Mstep: Class 15 contains 2482 members 
Mstep: Class 16 contains 44552 members 
Mstep: Class 17 contains 6745 members 
Mstep: Class 18 contains 10862 members 
Mstep: Class 19 contains 36571 members 
Mstep: Class 20 contains 3531 members 
Mstep: Class 21 contains 17556 members 
Mstep: Class 22 contains 10676 members 
Mstep: Class 23 contains 8934 members 
Mstep: Class 24 contains 5083 members 
Mstep: Class 25 contains 29599 members 
Mstep: Class 26 contains 25224 members 
Mstep: Class 27 contains 16193 members 
Mstep: Class 28 contains 102596 members 
Mstep: Class 29 contains 13489 members 
Mstep: Class 30 contains 2255 members 
Mstep: Class 31 contains 2218 members 
Mstep: Class 32 contains 8217 members 
Mstep: Class 33 contains 592903 members 
Mstep: Class 34 contains 74430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111985840.000000 Penalty: 119701.210938
Iteration 123Q: 35 clusters Score -1.119858e+08 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 8441 members 
Mstep: Class 3 contains 9707 members 
Mstep: Class 4 contains 11149 members 
Mstep: Class 5 contains 25996 members 
Mstep: Class 6 contains 79174 members 
Mstep: Class 7 contains 12255 members 
Mstep: Class 8 contains 2221 members 
Mstep: Class 9 contains 73468 members 
Mstep: Class 10 contains 17592 members 
Mstep: Class 11 contains 152158 members 
Mstep: Class 12 contains 28715 members 
Mstep: Class 13 contains 8081 members 
Mstep: Class 14 contains 10113 members 
Mstep: Class 15 contains 2483 members 
Mstep: Class 16 contains 44568 members 
Mstep: Class 17 contains 6736 members 
Mstep: Class 18 contains 10844 members 
Mstep: Class 19 contains 36575 members 
Mstep: Class 20 contains 3531 members 
Mstep: Class 21 contains 17625 members 
Mstep: Class 22 contains 10656 members 
Mstep: Class 23 contains 8935 members 
Mstep: Class 24 contains 5094 members 
Mstep: Class 25 contains 29570 members 
Mstep: Class 26 contains 25206 members 
Mstep: Class 27 contains 16178 members 
Mstep: Class 28 contains 102659 members 
Mstep: Class 29 contains 14352 members 
Mstep: Class 30 contains 2261 members 
Mstep: Class 31 contains 2221 members 
Mstep: Class 32 contains 8217 members 
Mstep: Class 33 contains 592804 members 
Mstep: Class 34 contains 73881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111986064.000000 Penalty: 119701.210938
Iteration 124Q: 35 clusters Score -1.119861e+08 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 8440 members 
Mstep: Class 3 contains 9878 members 
Mstep: Class 4 contains 11124 members 
Mstep: Class 5 contains 26205 members 
Mstep: Class 6 contains 79024 members 
Mstep: Class 7 contains 12212 members 
Mstep: Class 8 contains 2224 members 
Mstep: Class 9 contains 73224 members 
Mstep: Class 10 contains 17569 members 
Mstep: Class 11 contains 152154 members 
Mstep: Class 12 contains 28660 members 
Mstep: Class 13 contains 8067 members 
Mstep: Class 14 contains 10109 members 
Mstep: Class 15 contains 2485 members 
Mstep: Class 16 contains 44588 members 
Mstep: Class 17 contains 6726 members 
Mstep: Class 18 contains 10832 members 
Mstep: Class 19 contains 36583 members 
Mstep: Class 20 contains 3531 members 
Mstep: Class 21 contains 17670 members 
Mstep: Class 22 contains 10639 members 
Mstep: Class 23 contains 8937 members 
Mstep: Class 24 contains 5096 members 
Mstep: Class 25 contains 29575 members 
Mstep: Class 26 contains 25196 members 
Mstep: Class 27 contains 16173 members 
Mstep: Class 28 contains 102711 members 
Mstep: Class 29 contains 15182 members 
Mstep: Class 30 contains 2264 members 
Mstep: Class 31 contains 2228 members 
Mstep: Class 32 contains 8217 members 
Mstep: Class 33 contains 592595 members 
Mstep: Class 34 contains 73354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111986448.000000 Penalty: 119701.210938
Iteration 125Q: 35 clusters Score -1.119864e+08 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 8440 members 
Mstep: Class 3 contains 10032 members 
Mstep: Class 4 contains 11107 members 
Mstep: Class 5 contains 26404 members 
Mstep: Class 6 contains 78884 members 
Mstep: Class 7 contains 12176 members 
Mstep: Class 8 contains 2224 members 
Mstep: Class 9 contains 73014 members 
Mstep: Class 10 contains 17537 members 
Mstep: Class 11 contains 152148 members 
Mstep: Class 12 contains 28605 members 
Mstep: Class 13 contains 8049 members 
Mstep: Class 14 contains 10108 members 
Mstep: Class 15 contains 2485 members 
Mstep: Class 16 contains 44606 members 
Mstep: Class 17 contains 6720 members 
Mstep: Class 18 contains 10820 members 
Mstep: Class 19 contains 36586 members 
Mstep: Class 20 contains 3531 members 
Mstep: Class 21 contains 17725 members 
Mstep: Class 22 contains 10637 members 
Mstep: Class 23 contains 8941 members 
Mstep: Class 24 contains 5112 members 
Mstep: Class 25 contains 29570 members 
Mstep: Class 26 contains 25183 members 
Mstep: Class 27 contains 16163 members 
Mstep: Class 28 contains 102781 members 
Mstep: Class 29 contains 15932 members 
Mstep: Class 30 contains 2266 members 
Mstep: Class 31 contains 2235 members 
Mstep: Class 32 contains 8215 members 
Mstep: Class 33 contains 592397 members 
Mstep: Class 34 contains 72844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111986776.000000 Penalty: 119701.210938
Iteration 126Q: 35 clusters Score -1.119868e+08 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 8441 members 
Mstep: Class 3 contains 10140 members 
Mstep: Class 4 contains 11079 members 
Mstep: Class 5 contains 26614 members 
Mstep: Class 6 contains 78748 members 
Mstep: Class 7 contains 12147 members 
Mstep: Class 8 contains 2223 members 
Mstep: Class 9 contains 72849 members 
Mstep: Class 10 contains 17502 members 
Mstep: Class 11 contains 152140 members 
Mstep: Class 12 contains 28559 members 
Mstep: Class 13 contains 8035 members 
Mstep: Class 14 contains 10107 members 
Mstep: Class 15 contains 2485 members 
Mstep: Class 16 contains 44633 members 
Mstep: Class 17 contains 6705 members 
Mstep: Class 18 contains 10809 members 
Mstep: Class 19 contains 36586 members 
Mstep: Class 20 contains 3531 members 
Mstep: Class 21 contains 17800 members 
Mstep: Class 22 contains 10634 members 
Mstep: Class 23 contains 8944 members 
Mstep: Class 24 contains 5121 members 
Mstep: Class 25 contains 29571 members 
Mstep: Class 26 contains 25161 members 
Mstep: Class 27 contains 16168 members 
Mstep: Class 28 contains 102835 members 
Mstep: Class 29 contains 16621 members 
Mstep: Class 30 contains 2265 members 
Mstep: Class 31 contains 2237 members 
Mstep: Class 32 contains 8215 members 
Mstep: Class 33 contains 592224 members 
Mstep: Class 34 contains 72351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111986840.000000 Penalty: 119701.210938
Iteration 127Q: 35 clusters Score -1.119868e+08 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 8441 members 
Mstep: Class 3 contains 10222 members 
Mstep: Class 4 contains 11047 members 
Mstep: Class 5 contains 26825 members 
Mstep: Class 6 contains 78648 members 
Mstep: Class 7 contains 12122 members 
Mstep: Class 8 contains 2225 members 
Mstep: Class 9 contains 72696 members 
Mstep: Class 10 contains 17484 members 
Mstep: Class 11 contains 152141 members 
Mstep: Class 12 contains 28520 members 
Mstep: Class 13 contains 8025 members 
Mstep: Class 14 contains 10108 members 
Mstep: Class 15 contains 2485 members 
Mstep: Class 16 contains 44649 members 
Mstep: Class 17 contains 6698 members 
Mstep: Class 18 contains 10796 members 
Mstep: Class 19 contains 36593 members 
Mstep: Class 20 contains 3531 members 
Mstep: Class 21 contains 17860 members 
Mstep: Class 22 contains 10622 members 
Mstep: Class 23 contains 8945 members 
Mstep: Class 24 contains 5130 members 
Mstep: Class 25 contains 29561 members 
Mstep: Class 26 contains 25141 members 
Mstep: Class 27 contains 16165 members 
Mstep: Class 28 contains 102889 members 
Mstep: Class 29 contains 17244 members 
Mstep: Class 30 contains 2264 members 
Mstep: Class 31 contains 2239 members 
Mstep: Class 32 contains 8214 members 
Mstep: Class 33 contains 592089 members 
Mstep: Class 34 contains 71866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111986904.000000 Penalty: 119701.210938
Iteration 128Q: 35 clusters Score -1.119869e+08 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 8440 members 
Mstep: Class 3 contains 10297 members 
Mstep: Class 4 contains 11010 members 
Mstep: Class 5 contains 27023 members 
Mstep: Class 6 contains 78575 members 
Mstep: Class 7 contains 12094 members 
Mstep: Class 8 contains 2226 members 
Mstep: Class 9 contains 72564 members 
Mstep: Class 10 contains 17473 members 
Mstep: Class 11 contains 152139 members 
Mstep: Class 12 contains 28494 members 
Mstep: Class 13 contains 8017 members 
Mstep: Class 14 contains 10108 members 
Mstep: Class 15 contains 2485 members 
Mstep: Class 16 contains 44662 members 
Mstep: Class 17 contains 6688 members 
Mstep: Class 18 contains 10785 members 
Mstep: Class 19 contains 36594 members 
Mstep: Class 20 contains 3531 members 
Mstep: Class 21 contains 17919 members 
Mstep: Class 22 contains 10625 members 
Mstep: Class 23 contains 8947 members 
Mstep: Class 24 contains 5145 members 
Mstep: Class 25 contains 29557 members 
Mstep: Class 26 contains 25121 members 
Mstep: Class 27 contains 16161 members 
Mstep: Class 28 contains 102921 members 
Mstep: Class 29 contains 17826 members 
Mstep: Class 30 contains 2265 members 
Mstep: Class 31 contains 2242 members 
Mstep: Class 32 contains 8214 members 
Mstep: Class 33 contains 591942 members 
Mstep: Class 34 contains 71396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111987488.000000 Penalty: 119701.210938
Iteration 129Q: 35 clusters Score -1.119875e+08 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 8439 members 
Mstep: Class 3 contains 10362 members 
Mstep: Class 4 contains 10984 members 
Mstep: Class 5 contains 27201 members 
Mstep: Class 6 contains 78506 members 
Mstep: Class 7 contains 12073 members 
Mstep: Class 8 contains 2229 members 
Mstep: Class 9 contains 72447 members 
Mstep: Class 10 contains 17464 members 
Mstep: Class 11 contains 152137 members 
Mstep: Class 12 contains 28470 members 
Mstep: Class 13 contains 8012 members 
Mstep: Class 14 contains 10109 members 
Mstep: Class 15 contains 2485 members 
Mstep: Class 16 contains 44678 members 
Mstep: Class 17 contains 6683 members 
Mstep: Class 18 contains 10776 members 
Mstep: Class 19 contains 36591 members 
Mstep: Class 20 contains 3531 members 
Mstep: Class 21 contains 17967 members 
Mstep: Class 22 contains 10621 members 
Mstep: Class 23 contains 8947 members 
Mstep: Class 24 contains 5163 members 
Mstep: Class 25 contains 29539 members 
Mstep: Class 26 contains 25108 members 
Mstep: Class 27 contains 16161 members 
Mstep: Class 28 contains 102992 members 
Mstep: Class 29 contains 18335 members 
Mstep: Class 30 contains 2263 members 
Mstep: Class 31 contains 2247 members 
Mstep: Class 32 contains 8214 members 
Mstep: Class 33 contains 591817 members 
Mstep: Class 34 contains 70931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111987648.000000 Penalty: 119701.210938
Iteration 130Q: 35 clusters Score -1.119876e+08 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 8439 members 
Mstep: Class 3 contains 10415 members 
Mstep: Class 4 contains 10975 members 
Mstep: Class 5 contains 27374 members 
Mstep: Class 6 contains 78457 members 
Mstep: Class 7 contains 12058 members 
Mstep: Class 8 contains 2231 members 
Mstep: Class 9 contains 72367 members 
Mstep: Class 10 contains 17455 members 
Mstep: Class 11 contains 152129 members 
Mstep: Class 12 contains 28450 members 
Mstep: Class 13 contains 8002 members 
Mstep: Class 14 contains 10106 members 
Mstep: Class 15 contains 2486 members 
Mstep: Class 16 contains 44699 members 
Mstep: Class 17 contains 6679 members 
Mstep: Class 18 contains 10771 members 
Mstep: Class 19 contains 36584 members 
Mstep: Class 20 contains 3531 members 
Mstep: Class 21 contains 18021 members 
Mstep: Class 22 contains 10619 members 
Mstep: Class 23 contains 8945 members 
Mstep: Class 24 contains 5177 members 
Mstep: Class 25 contains 29528 members 
Mstep: Class 26 contains 25098 members 
Mstep: Class 27 contains 16160 members 
Mstep: Class 28 contains 103055 members 
Mstep: Class 29 contains 18793 members 
Mstep: Class 30 contains 2261 members 
Mstep: Class 31 contains 2249 members 
Mstep: Class 32 contains 8214 members 
Mstep: Class 33 contains 591695 members 
Mstep: Class 34 contains 70454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111987584.000000 Penalty: 119701.210938
Iteration 131Q: 35 clusters Score -1.119876e+08 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 8438 members 
Mstep: Class 3 contains 10455 members 
Mstep: Class 4 contains 10970 members 
Mstep: Class 5 contains 27528 members 
Mstep: Class 6 contains 78408 members 
Mstep: Class 7 contains 12042 members 
Mstep: Class 8 contains 2232 members 
Mstep: Class 9 contains 72275 members 
Mstep: Class 10 contains 17441 members 
Mstep: Class 11 contains 152128 members 
Mstep: Class 12 contains 28435 members 
Mstep: Class 13 contains 7994 members 
Mstep: Class 14 contains 10106 members 
Mstep: Class 15 contains 2486 members 
Mstep: Class 16 contains 44717 members 
Mstep: Class 17 contains 6673 members 
Mstep: Class 18 contains 10763 members 
Mstep: Class 19 contains 36587 members 
Mstep: Class 20 contains 3531 members 
Mstep: Class 21 contains 18073 members 
Mstep: Class 22 contains 10618 members 
Mstep: Class 23 contains 8944 members 
Mstep: Class 24 contains 5197 members 
Mstep: Class 25 contains 29512 members 
Mstep: Class 26 contains 25091 members 
Mstep: Class 27 contains 16164 members 
Mstep: Class 28 contains 103096 members 
Mstep: Class 29 contains 19204 members 
Mstep: Class 30 contains 2262 members 
Mstep: Class 31 contains 2249 members 
Mstep: Class 32 contains 8214 members 
Mstep: Class 33 contains 591624 members 
Mstep: Class 34 contains 70020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111987760.000000 Penalty: 119701.210938
Iteration 132Q: 35 clusters Score -1.119878e+08 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 8438 members 
Mstep: Class 3 contains 10493 members 
Mstep: Class 4 contains 10970 members 
Mstep: Class 5 contains 27700 members 
Mstep: Class 6 contains 78350 members 
Mstep: Class 7 contains 12031 members 
Mstep: Class 8 contains 2233 members 
Mstep: Class 9 contains 72183 members 
Mstep: Class 10 contains 17430 members 
Mstep: Class 11 contains 152121 members 
Mstep: Class 12 contains 28406 members 
Mstep: Class 13 contains 7988 members 
Mstep: Class 14 contains 10105 members 
Mstep: Class 15 contains 2486 members 
Mstep: Class 16 contains 44736 members 
Mstep: Class 17 contains 6672 members 
Mstep: Class 18 contains 10758 members 
Mstep: Class 19 contains 36597 members 
Mstep: Class 20 contains 3531 members 
Mstep: Class 21 contains 18114 members 
Mstep: Class 22 contains 10621 members 
Mstep: Class 23 contains 8946 members 
Mstep: Class 24 contains 5201 members 
Mstep: Class 25 contains 29505 members 
Mstep: Class 26 contains 25088 members 
Mstep: Class 27 contains 16161 members 
Mstep: Class 28 contains 103130 members 
Mstep: Class 29 contains 19642 members 
Mstep: Class 30 contains 2262 members 
Mstep: Class 31 contains 2250 members 
Mstep: Class 32 contains 8214 members 
Mstep: Class 33 contains 591553 members 
Mstep: Class 34 contains 69565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988040.000000 Penalty: 119701.210938
Iteration 133Q: 35 clusters Score -1.11988e+08 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 8438 members 
Mstep: Class 3 contains 10531 members 
Mstep: Class 4 contains 10969 members 
Mstep: Class 5 contains 27884 members 
Mstep: Class 6 contains 78283 members 
Mstep: Class 7 contains 12021 members 
Mstep: Class 8 contains 2234 members 
Mstep: Class 9 contains 72112 members 
Mstep: Class 10 contains 17422 members 
Mstep: Class 11 contains 152124 members 
Mstep: Class 12 contains 28374 members 
Mstep: Class 13 contains 7979 members 
Mstep: Class 14 contains 10104 members 
Mstep: Class 15 contains 2487 members 
Mstep: Class 16 contains 44756 members 
Mstep: Class 17 contains 6670 members 
Mstep: Class 18 contains 10749 members 
Mstep: Class 19 contains 36598 members 
Mstep: Class 20 contains 3531 members 
Mstep: Class 21 contains 18143 members 
Mstep: Class 22 contains 10618 members 
Mstep: Class 23 contains 8948 members 
Mstep: Class 24 contains 5209 members 
Mstep: Class 25 contains 29483 members 
Mstep: Class 26 contains 25084 members 
Mstep: Class 27 contains 16161 members 
Mstep: Class 28 contains 103139 members 
Mstep: Class 29 contains 20099 members 
Mstep: Class 30 contains 2264 members 
Mstep: Class 31 contains 2252 members 
Mstep: Class 32 contains 8214 members 
Mstep: Class 33 contains 591489 members 
Mstep: Class 34 contains 69111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988048.000000 Penalty: 119701.210938
Iteration 134Q: 35 clusters Score -1.11988e+08 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 8438 members 
Mstep: Class 3 contains 10571 members 
Mstep: Class 4 contains 10973 members 
Mstep: Class 5 contains 28071 members 
Mstep: Class 6 contains 78228 members 
Mstep: Class 7 contains 12012 members 
Mstep: Class 8 contains 2234 members 
Mstep: Class 9 contains 72058 members 
Mstep: Class 10 contains 17414 members 
Mstep: Class 11 contains 152128 members 
Mstep: Class 12 contains 28352 members 
Mstep: Class 13 contains 7967 members 
Mstep: Class 14 contains 10105 members 
Mstep: Class 15 contains 2489 members 
Mstep: Class 16 contains 44773 members 
Mstep: Class 17 contains 6666 members 
Mstep: Class 18 contains 10731 members 
Mstep: Class 19 contains 36590 members 
Mstep: Class 20 contains 3531 members 
Mstep: Class 21 contains 18179 members 
Mstep: Class 22 contains 10605 members 
Mstep: Class 23 contains 8947 members 
Mstep: Class 24 contains 5225 members 
Mstep: Class 25 contains 29473 members 
Mstep: Class 26 contains 25077 members 
Mstep: Class 27 contains 16160 members 
Mstep: Class 28 contains 103145 members 
Mstep: Class 29 contains 20481 members 
Mstep: Class 30 contains 2265 members 
Mstep: Class 31 contains 2252 members 
Mstep: Class 32 contains 8214 members 
Mstep: Class 33 contains 591414 members 
Mstep: Class 34 contains 68704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111987736.000000 Penalty: 119701.210938
Iteration 135Q: 35 clusters Score -1.119877e+08 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 8439 members 
Mstep: Class 3 contains 10615 members 
Mstep: Class 4 contains 10967 members 
Mstep: Class 5 contains 28244 members 
Mstep: Class 6 contains 78184 members 
Mstep: Class 7 contains 12004 members 
Mstep: Class 8 contains 2238 members 
Mstep: Class 9 contains 72000 members 
Mstep: Class 10 contains 17408 members 
Mstep: Class 11 contains 152134 members 
Mstep: Class 12 contains 28336 members 
Mstep: Class 13 contains 7957 members 
Mstep: Class 14 contains 10106 members 
Mstep: Class 15 contains 2491 members 
Mstep: Class 16 contains 44782 members 
Mstep: Class 17 contains 6663 members 
Mstep: Class 18 contains 10721 members 
Mstep: Class 19 contains 36583 members 
Mstep: Class 20 contains 3530 members 
Mstep: Class 21 contains 18208 members 
Mstep: Class 22 contains 10597 members 
Mstep: Class 23 contains 8947 members 
Mstep: Class 24 contains 5235 members 
Mstep: Class 25 contains 29461 members 
Mstep: Class 26 contains 25074 members 
Mstep: Class 27 contains 16157 members 
Mstep: Class 28 contains 103147 members 
Mstep: Class 29 contains 20830 members 
Mstep: Class 30 contains 2265 members 
Mstep: Class 31 contains 2254 members 
Mstep: Class 32 contains 8213 members 
Mstep: Class 33 contains 591339 members 
Mstep: Class 34 contains 68337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111987944.000000 Penalty: 119701.210938
Iteration 136Q: 35 clusters Score -1.119879e+08 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 8439 members 
Mstep: Class 3 contains 10649 members 
Mstep: Class 4 contains 10948 members 
Mstep: Class 5 contains 28405 members 
Mstep: Class 6 contains 78148 members 
Mstep: Class 7 contains 11993 members 
Mstep: Class 8 contains 2240 members 
Mstep: Class 9 contains 71946 members 
Mstep: Class 10 contains 17407 members 
Mstep: Class 11 contains 152133 members 
Mstep: Class 12 contains 28321 members 
Mstep: Class 13 contains 7941 members 
Mstep: Class 14 contains 10110 members 
Mstep: Class 15 contains 2493 members 
Mstep: Class 16 contains 44798 members 
Mstep: Class 17 contains 6660 members 
Mstep: Class 18 contains 10708 members 
Mstep: Class 19 contains 36581 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18231 members 
Mstep: Class 22 contains 10594 members 
Mstep: Class 23 contains 8947 members 
Mstep: Class 24 contains 5241 members 
Mstep: Class 25 contains 29456 members 
Mstep: Class 26 contains 25071 members 
Mstep: Class 27 contains 16150 members 
Mstep: Class 28 contains 103193 members 
Mstep: Class 29 contains 21167 members 
Mstep: Class 30 contains 2267 members 
Mstep: Class 31 contains 2254 members 
Mstep: Class 32 contains 8213 members 
Mstep: Class 33 contains 591251 members 
Mstep: Class 34 contains 67975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111987816.000000 Penalty: 119701.210938
Iteration 137Q: 35 clusters Score -1.119878e+08 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 8439 members 
Mstep: Class 3 contains 10682 members 
Mstep: Class 4 contains 10930 members 
Mstep: Class 5 contains 28552 members 
Mstep: Class 6 contains 78103 members 
Mstep: Class 7 contains 11989 members 
Mstep: Class 8 contains 2240 members 
Mstep: Class 9 contains 71894 members 
Mstep: Class 10 contains 17397 members 
Mstep: Class 11 contains 152143 members 
Mstep: Class 12 contains 28317 members 
Mstep: Class 13 contains 7927 members 
Mstep: Class 14 contains 10112 members 
Mstep: Class 15 contains 2494 members 
Mstep: Class 16 contains 44805 members 
Mstep: Class 17 contains 6657 members 
Mstep: Class 18 contains 10706 members 
Mstep: Class 19 contains 36585 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18254 members 
Mstep: Class 22 contains 10596 members 
Mstep: Class 23 contains 8947 members 
Mstep: Class 24 contains 5248 members 
Mstep: Class 25 contains 29460 members 
Mstep: Class 26 contains 25068 members 
Mstep: Class 27 contains 16146 members 
Mstep: Class 28 contains 103227 members 
Mstep: Class 29 contains 21493 members 
Mstep: Class 30 contains 2267 members 
Mstep: Class 31 contains 2256 members 
Mstep: Class 32 contains 8213 members 
Mstep: Class 33 contains 591137 members 
Mstep: Class 34 contains 67647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111987992.000000 Penalty: 119701.210938
Iteration 138Q: 35 clusters Score -1.11988e+08 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 8439 members 
Mstep: Class 3 contains 10714 members 
Mstep: Class 4 contains 10923 members 
Mstep: Class 5 contains 28690 members 
Mstep: Class 6 contains 78054 members 
Mstep: Class 7 contains 11986 members 
Mstep: Class 8 contains 2241 members 
Mstep: Class 9 contains 71846 members 
Mstep: Class 10 contains 17395 members 
Mstep: Class 11 contains 152147 members 
Mstep: Class 12 contains 28305 members 
Mstep: Class 13 contains 7911 members 
Mstep: Class 14 contains 10114 members 
Mstep: Class 15 contains 2494 members 
Mstep: Class 16 contains 44819 members 
Mstep: Class 17 contains 6656 members 
Mstep: Class 18 contains 10711 members 
Mstep: Class 19 contains 36578 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18279 members 
Mstep: Class 22 contains 10592 members 
Mstep: Class 23 contains 8946 members 
Mstep: Class 24 contains 5249 members 
Mstep: Class 25 contains 29467 members 
Mstep: Class 26 contains 25062 members 
Mstep: Class 27 contains 16141 members 
Mstep: Class 28 contains 103267 members 
Mstep: Class 29 contains 21782 members 
Mstep: Class 30 contains 2266 members 
Mstep: Class 31 contains 2259 members 
Mstep: Class 32 contains 8213 members 
Mstep: Class 33 contains 591024 members 
Mstep: Class 34 contains 67361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111987912.000000 Penalty: 119701.210938
Iteration 139Q: 35 clusters Score -1.119879e+08 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 8439 members 
Mstep: Class 3 contains 10749 members 
Mstep: Class 4 contains 10918 members 
Mstep: Class 5 contains 28831 members 
Mstep: Class 6 contains 78017 members 
Mstep: Class 7 contains 11977 members 
Mstep: Class 8 contains 2241 members 
Mstep: Class 9 contains 71810 members 
Mstep: Class 10 contains 17390 members 
Mstep: Class 11 contains 152154 members 
Mstep: Class 12 contains 28294 members 
Mstep: Class 13 contains 7894 members 
Mstep: Class 14 contains 10114 members 
Mstep: Class 15 contains 2494 members 
Mstep: Class 16 contains 44826 members 
Mstep: Class 17 contains 6655 members 
Mstep: Class 18 contains 10707 members 
Mstep: Class 19 contains 36578 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18302 members 
Mstep: Class 22 contains 10589 members 
Mstep: Class 23 contains 8949 members 
Mstep: Class 24 contains 5250 members 
Mstep: Class 25 contains 29460 members 
Mstep: Class 26 contains 25055 members 
Mstep: Class 27 contains 16138 members 
Mstep: Class 28 contains 103300 members 
Mstep: Class 29 contains 22084 members 
Mstep: Class 30 contains 2265 members 
Mstep: Class 31 contains 2262 members 
Mstep: Class 32 contains 8213 members 
Mstep: Class 33 contains 590880 members 
Mstep: Class 34 contains 67097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988128.000000 Penalty: 119701.210938
Iteration 140F: 35 clusters Score -1.119881e+08 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 8439 members 
Mstep: Class 3 contains 10792 members 
Mstep: Class 4 contains 10916 members 
Mstep: Class 5 contains 28956 members 
Mstep: Class 6 contains 77980 members 
Mstep: Class 7 contains 11967 members 
Mstep: Class 8 contains 2241 members 
Mstep: Class 9 contains 71771 members 
Mstep: Class 10 contains 17386 members 
Mstep: Class 11 contains 152150 members 
Mstep: Class 12 contains 28292 members 
Mstep: Class 13 contains 7877 members 
Mstep: Class 14 contains 10114 members 
Mstep: Class 15 contains 2494 members 
Mstep: Class 16 contains 44826 members 
Mstep: Class 17 contains 6655 members 
Mstep: Class 18 contains 10712 members 
Mstep: Class 19 contains 36584 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18317 members 
Mstep: Class 22 contains 10580 members 
Mstep: Class 23 contains 8952 members 
Mstep: Class 24 contains 5253 members 
Mstep: Class 25 contains 29458 members 
Mstep: Class 26 contains 25050 members 
Mstep: Class 27 contains 16135 members 
Mstep: Class 28 contains 103351 members 
Mstep: Class 29 contains 22524 members 
Mstep: Class 30 contains 2262 members 
Mstep: Class 31 contains 2269 members 
Mstep: Class 32 contains 8213 members 
Mstep: Class 33 contains 590649 members 
Mstep: Class 34 contains 66771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988096.000000 Penalty: 119701.210938
Iteration 141Q: 35 clusters Score -1.119881e+08 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 8440 members 
Mstep: Class 3 contains 10827 members 
Mstep: Class 4 contains 10926 members 
Mstep: Class 5 contains 29091 members 
Mstep: Class 6 contains 77943 members 
Mstep: Class 7 contains 11957 members 
Mstep: Class 8 contains 2244 members 
Mstep: Class 9 contains 71720 members 
Mstep: Class 10 contains 17380 members 
Mstep: Class 11 contains 152140 members 
Mstep: Class 12 contains 28284 members 
Mstep: Class 13 contains 7863 members 
Mstep: Class 14 contains 10109 members 
Mstep: Class 15 contains 2494 members 
Mstep: Class 16 contains 44826 members 
Mstep: Class 17 contains 6654 members 
Mstep: Class 18 contains 10710 members 
Mstep: Class 19 contains 36585 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18338 members 
Mstep: Class 22 contains 10579 members 
Mstep: Class 23 contains 8956 members 
Mstep: Class 24 contains 5258 members 
Mstep: Class 25 contains 29455 members 
Mstep: Class 26 contains 25047 members 
Mstep: Class 27 contains 16134 members 
Mstep: Class 28 contains 103411 members 
Mstep: Class 29 contains 22933 members 
Mstep: Class 30 contains 2262 members 
Mstep: Class 31 contains 2274 members 
Mstep: Class 32 contains 8213 members 
Mstep: Class 33 contains 590425 members 
Mstep: Class 34 contains 66465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988120.000000 Penalty: 119701.210938
Iteration 142Q: 35 clusters Score -1.119881e+08 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 8440 members 
Mstep: Class 3 contains 10858 members 
Mstep: Class 4 contains 10925 members 
Mstep: Class 5 contains 29231 members 
Mstep: Class 6 contains 77913 members 
Mstep: Class 7 contains 11947 members 
Mstep: Class 8 contains 2248 members 
Mstep: Class 9 contains 71669 members 
Mstep: Class 10 contains 17375 members 
Mstep: Class 11 contains 152135 members 
Mstep: Class 12 contains 28274 members 
Mstep: Class 13 contains 7848 members 
Mstep: Class 14 contains 10105 members 
Mstep: Class 15 contains 2494 members 
Mstep: Class 16 contains 44831 members 
Mstep: Class 17 contains 6655 members 
Mstep: Class 18 contains 10707 members 
Mstep: Class 19 contains 36588 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18352 members 
Mstep: Class 22 contains 10578 members 
Mstep: Class 23 contains 8957 members 
Mstep: Class 24 contains 5266 members 
Mstep: Class 25 contains 29459 members 
Mstep: Class 26 contains 25041 members 
Mstep: Class 27 contains 16136 members 
Mstep: Class 28 contains 103450 members 
Mstep: Class 29 contains 23316 members 
Mstep: Class 30 contains 2263 members 
Mstep: Class 31 contains 2278 members 
Mstep: Class 32 contains 8213 members 
Mstep: Class 33 contains 590245 members 
Mstep: Class 34 contains 66148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988336.000000 Penalty: 119701.210938
Iteration 143Q: 35 clusters Score -1.119883e+08 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 8438 members 
Mstep: Class 3 contains 10892 members 
Mstep: Class 4 contains 10909 members 
Mstep: Class 5 contains 29376 members 
Mstep: Class 6 contains 77882 members 
Mstep: Class 7 contains 11936 members 
Mstep: Class 8 contains 2249 members 
Mstep: Class 9 contains 71615 members 
Mstep: Class 10 contains 17373 members 
Mstep: Class 11 contains 152123 members 
Mstep: Class 12 contains 28272 members 
Mstep: Class 13 contains 7831 members 
Mstep: Class 14 contains 10104 members 
Mstep: Class 15 contains 2494 members 
Mstep: Class 16 contains 44832 members 
Mstep: Class 17 contains 6656 members 
Mstep: Class 18 contains 10711 members 
Mstep: Class 19 contains 36595 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18370 members 
Mstep: Class 22 contains 10585 members 
Mstep: Class 23 contains 8957 members 
Mstep: Class 24 contains 5269 members 
Mstep: Class 25 contains 29462 members 
Mstep: Class 26 contains 25037 members 
Mstep: Class 27 contains 16131 members 
Mstep: Class 28 contains 103500 members 
Mstep: Class 29 contains 23656 members 
Mstep: Class 30 contains 2262 members 
Mstep: Class 31 contains 2283 members 
Mstep: Class 32 contains 8213 members 
Mstep: Class 33 contains 590052 members 
Mstep: Class 34 contains 65876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111987928.000000 Penalty: 119701.210938
Iteration 144Q: 35 clusters Score -1.119879e+08 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 8437 members 
Mstep: Class 3 contains 10921 members 
Mstep: Class 4 contains 10905 members 
Mstep: Class 5 contains 29502 members 
Mstep: Class 6 contains 77874 members 
Mstep: Class 7 contains 11925 members 
Mstep: Class 8 contains 2249 members 
Mstep: Class 9 contains 71576 members 
Mstep: Class 10 contains 17371 members 
Mstep: Class 11 contains 152127 members 
Mstep: Class 12 contains 28269 members 
Mstep: Class 13 contains 7814 members 
Mstep: Class 14 contains 10101 members 
Mstep: Class 15 contains 2494 members 
Mstep: Class 16 contains 44837 members 
Mstep: Class 17 contains 6655 members 
Mstep: Class 18 contains 10713 members 
Mstep: Class 19 contains 36607 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18394 members 
Mstep: Class 22 contains 10587 members 
Mstep: Class 23 contains 8957 members 
Mstep: Class 24 contains 5275 members 
Mstep: Class 25 contains 29456 members 
Mstep: Class 26 contains 25036 members 
Mstep: Class 27 contains 16128 members 
Mstep: Class 28 contains 103557 members 
Mstep: Class 29 contains 23979 members 
Mstep: Class 30 contains 2263 members 
Mstep: Class 31 contains 2284 members 
Mstep: Class 32 contains 8213 members 
Mstep: Class 33 contains 589810 members 
Mstep: Class 34 contains 65627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988128.000000 Penalty: 119701.210938
Iteration 145Q: 35 clusters Score -1.119881e+08 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 8437 members 
Mstep: Class 3 contains 10943 members 
Mstep: Class 4 contains 10878 members 
Mstep: Class 5 contains 29637 members 
Mstep: Class 6 contains 77862 members 
Mstep: Class 7 contains 11921 members 
Mstep: Class 8 contains 2249 members 
Mstep: Class 9 contains 71533 members 
Mstep: Class 10 contains 17370 members 
Mstep: Class 11 contains 152129 members 
Mstep: Class 12 contains 28265 members 
Mstep: Class 13 contains 7797 members 
Mstep: Class 14 contains 10097 members 
Mstep: Class 15 contains 2494 members 
Mstep: Class 16 contains 44846 members 
Mstep: Class 17 contains 6652 members 
Mstep: Class 18 contains 10715 members 
Mstep: Class 19 contains 36617 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18419 members 
Mstep: Class 22 contains 10586 members 
Mstep: Class 23 contains 8957 members 
Mstep: Class 24 contains 5283 members 
Mstep: Class 25 contains 29452 members 
Mstep: Class 26 contains 25030 members 
Mstep: Class 27 contains 16129 members 
Mstep: Class 28 contains 103610 members 
Mstep: Class 29 contains 24278 members 
Mstep: Class 30 contains 2262 members 
Mstep: Class 31 contains 2286 members 
Mstep: Class 32 contains 8213 members 
Mstep: Class 33 contains 589563 members 
Mstep: Class 34 contains 65429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988392.000000 Penalty: 119701.210938
Iteration 146Q: 35 clusters Score -1.119884e+08 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 8437 members 
Mstep: Class 3 contains 10977 members 
Mstep: Class 4 contains 10859 members 
Mstep: Class 5 contains 29761 members 
Mstep: Class 6 contains 77846 members 
Mstep: Class 7 contains 11919 members 
Mstep: Class 8 contains 2249 members 
Mstep: Class 9 contains 71490 members 
Mstep: Class 10 contains 17367 members 
Mstep: Class 11 contains 152128 members 
Mstep: Class 12 contains 28261 members 
Mstep: Class 13 contains 7783 members 
Mstep: Class 14 contains 10092 members 
Mstep: Class 15 contains 2494 members 
Mstep: Class 16 contains 44852 members 
Mstep: Class 17 contains 6652 members 
Mstep: Class 18 contains 10717 members 
Mstep: Class 19 contains 36631 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18439 members 
Mstep: Class 22 contains 10586 members 
Mstep: Class 23 contains 8957 members 
Mstep: Class 24 contains 5288 members 
Mstep: Class 25 contains 29439 members 
Mstep: Class 26 contains 25021 members 
Mstep: Class 27 contains 16126 members 
Mstep: Class 28 contains 103665 members 
Mstep: Class 29 contains 24517 members 
Mstep: Class 30 contains 2260 members 
Mstep: Class 31 contains 2288 members 
Mstep: Class 32 contains 8213 members 
Mstep: Class 33 contains 589376 members 
Mstep: Class 34 contains 65239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988304.000000 Penalty: 119701.210938
Iteration 147Q: 35 clusters Score -1.119883e+08 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 8437 members 
Mstep: Class 3 contains 11006 members 
Mstep: Class 4 contains 10849 members 
Mstep: Class 5 contains 29890 members 
Mstep: Class 6 contains 77846 members 
Mstep: Class 7 contains 11913 members 
Mstep: Class 8 contains 2251 members 
Mstep: Class 9 contains 71449 members 
Mstep: Class 10 contains 17364 members 
Mstep: Class 11 contains 152129 members 
Mstep: Class 12 contains 28256 members 
Mstep: Class 13 contains 7770 members 
Mstep: Class 14 contains 10090 members 
Mstep: Class 15 contains 2494 members 
Mstep: Class 16 contains 44857 members 
Mstep: Class 17 contains 6649 members 
Mstep: Class 18 contains 10713 members 
Mstep: Class 19 contains 36635 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18454 members 
Mstep: Class 22 contains 10579 members 
Mstep: Class 23 contains 8958 members 
Mstep: Class 24 contains 5293 members 
Mstep: Class 25 contains 29433 members 
Mstep: Class 26 contains 25017 members 
Mstep: Class 27 contains 16125 members 
Mstep: Class 28 contains 103728 members 
Mstep: Class 29 contains 24723 members 
Mstep: Class 30 contains 2259 members 
Mstep: Class 31 contains 2290 members 
Mstep: Class 32 contains 8212 members 
Mstep: Class 33 contains 589183 members 
Mstep: Class 34 contains 65067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988368.000000 Penalty: 119701.210938
Iteration 148Q: 35 clusters Score -1.119884e+08 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 8437 members 
Mstep: Class 3 contains 11037 members 
Mstep: Class 4 contains 10845 members 
Mstep: Class 5 contains 30008 members 
Mstep: Class 6 contains 77853 members 
Mstep: Class 7 contains 11906 members 
Mstep: Class 8 contains 2252 members 
Mstep: Class 9 contains 71407 members 
Mstep: Class 10 contains 17357 members 
Mstep: Class 11 contains 152123 members 
Mstep: Class 12 contains 28250 members 
Mstep: Class 13 contains 7763 members 
Mstep: Class 14 contains 10087 members 
Mstep: Class 15 contains 2494 members 
Mstep: Class 16 contains 44862 members 
Mstep: Class 17 contains 6649 members 
Mstep: Class 18 contains 10712 members 
Mstep: Class 19 contains 36641 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18479 members 
Mstep: Class 22 contains 10571 members 
Mstep: Class 23 contains 8960 members 
Mstep: Class 24 contains 5296 members 
Mstep: Class 25 contains 29424 members 
Mstep: Class 26 contains 25016 members 
Mstep: Class 27 contains 16125 members 
Mstep: Class 28 contains 103784 members 
Mstep: Class 29 contains 24892 members 
Mstep: Class 30 contains 2259 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 8212 members 
Mstep: Class 33 contains 588994 members 
Mstep: Class 34 contains 64924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988320.000000 Penalty: 119701.210938
Iteration 149Q: 35 clusters Score -1.119883e+08 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 8437 members 
Mstep: Class 3 contains 11063 members 
Mstep: Class 4 contains 10844 members 
Mstep: Class 5 contains 30119 members 
Mstep: Class 6 contains 77848 members 
Mstep: Class 7 contains 11898 members 
Mstep: Class 8 contains 2253 members 
Mstep: Class 9 contains 71365 members 
Mstep: Class 10 contains 17353 members 
Mstep: Class 11 contains 152116 members 
Mstep: Class 12 contains 28240 members 
Mstep: Class 13 contains 7757 members 
Mstep: Class 14 contains 10081 members 
Mstep: Class 15 contains 2494 members 
Mstep: Class 16 contains 44873 members 
Mstep: Class 17 contains 6649 members 
Mstep: Class 18 contains 10713 members 
Mstep: Class 19 contains 36652 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18505 members 
Mstep: Class 22 contains 10566 members 
Mstep: Class 23 contains 8959 members 
Mstep: Class 24 contains 5302 members 
Mstep: Class 25 contains 29422 members 
Mstep: Class 26 contains 25014 members 
Mstep: Class 27 contains 16123 members 
Mstep: Class 28 contains 103840 members 
Mstep: Class 29 contains 25071 members 
Mstep: Class 30 contains 2259 members 
Mstep: Class 31 contains 2295 members 
Mstep: Class 32 contains 8212 members 
Mstep: Class 33 contains 588808 members 
Mstep: Class 34 contains 64768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988360.000000 Penalty: 119701.210938
Iteration 150Q: 35 clusters Score -1.119884e+08 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 8437 members 
Mstep: Class 3 contains 11095 members 
Mstep: Class 4 contains 10836 members 
Mstep: Class 5 contains 30229 members 
Mstep: Class 6 contains 77845 members 
Mstep: Class 7 contains 11886 members 
Mstep: Class 8 contains 2254 members 
Mstep: Class 9 contains 71319 members 
Mstep: Class 10 contains 17352 members 
Mstep: Class 11 contains 152113 members 
Mstep: Class 12 contains 28226 members 
Mstep: Class 13 contains 7752 members 
Mstep: Class 14 contains 10076 members 
Mstep: Class 15 contains 2494 members 
Mstep: Class 16 contains 44884 members 
Mstep: Class 17 contains 6647 members 
Mstep: Class 18 contains 10716 members 
Mstep: Class 19 contains 36659 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18511 members 
Mstep: Class 22 contains 10564 members 
Mstep: Class 23 contains 8959 members 
Mstep: Class 24 contains 5307 members 
Mstep: Class 25 contains 29427 members 
Mstep: Class 26 contains 25016 members 
Mstep: Class 27 contains 16128 members 
Mstep: Class 28 contains 103906 members 
Mstep: Class 29 contains 25216 members 
Mstep: Class 30 contains 2261 members 
Mstep: Class 31 contains 2301 members 
Mstep: Class 32 contains 8212 members 
Mstep: Class 33 contains 588610 members 
Mstep: Class 34 contains 64659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988440.000000 Penalty: 119701.210938
Iteration 151Q: 35 clusters Score -1.119884e+08 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 8438 members 
Mstep: Class 3 contains 11119 members 
Mstep: Class 4 contains 10834 members 
Mstep: Class 5 contains 30342 members 
Mstep: Class 6 contains 77844 members 
Mstep: Class 7 contains 11868 members 
Mstep: Class 8 contains 2257 members 
Mstep: Class 9 contains 71278 members 
Mstep: Class 10 contains 17349 members 
Mstep: Class 11 contains 152111 members 
Mstep: Class 12 contains 28218 members 
Mstep: Class 13 contains 7749 members 
Mstep: Class 14 contains 10071 members 
Mstep: Class 15 contains 2494 members 
Mstep: Class 16 contains 44890 members 
Mstep: Class 17 contains 6645 members 
Mstep: Class 18 contains 10714 members 
Mstep: Class 19 contains 36664 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18520 members 
Mstep: Class 22 contains 10568 members 
Mstep: Class 23 contains 8960 members 
Mstep: Class 24 contains 5314 members 
Mstep: Class 25 contains 29426 members 
Mstep: Class 26 contains 25011 members 
Mstep: Class 27 contains 16126 members 
Mstep: Class 28 contains 103973 members 
Mstep: Class 29 contains 25329 members 
Mstep: Class 30 contains 2263 members 
Mstep: Class 31 contains 2302 members 
Mstep: Class 32 contains 8212 members 
Mstep: Class 33 contains 588446 members 
Mstep: Class 34 contains 64561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988640.000000 Penalty: 119701.210938
Iteration 152Q: 35 clusters Score -1.119886e+08 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 8438 members 
Mstep: Class 3 contains 11139 members 
Mstep: Class 4 contains 10822 members 
Mstep: Class 5 contains 30481 members 
Mstep: Class 6 contains 77833 members 
Mstep: Class 7 contains 11861 members 
Mstep: Class 8 contains 2259 members 
Mstep: Class 9 contains 71246 members 
Mstep: Class 10 contains 17345 members 
Mstep: Class 11 contains 152112 members 
Mstep: Class 12 contains 28206 members 
Mstep: Class 13 contains 7744 members 
Mstep: Class 14 contains 10066 members 
Mstep: Class 15 contains 2494 members 
Mstep: Class 16 contains 44897 members 
Mstep: Class 17 contains 6643 members 
Mstep: Class 18 contains 10711 members 
Mstep: Class 19 contains 36669 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18529 members 
Mstep: Class 22 contains 10570 members 
Mstep: Class 23 contains 8962 members 
Mstep: Class 24 contains 5316 members 
Mstep: Class 25 contains 29422 members 
Mstep: Class 26 contains 25003 members 
Mstep: Class 27 contains 16128 members 
Mstep: Class 28 contains 104018 members 
Mstep: Class 29 contains 25453 members 
Mstep: Class 30 contains 2264 members 
Mstep: Class 31 contains 2303 members 
Mstep: Class 32 contains 8212 members 
Mstep: Class 33 contains 588289 members 
Mstep: Class 34 contains 64462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988744.000000 Penalty: 119701.210938
Iteration 153Q: 35 clusters Score -1.119887e+08 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 8438 members 
Mstep: Class 3 contains 11167 members 
Mstep: Class 4 contains 10821 members 
Mstep: Class 5 contains 30612 members 
Mstep: Class 6 contains 77823 members 
Mstep: Class 7 contains 11853 members 
Mstep: Class 8 contains 2260 members 
Mstep: Class 9 contains 71209 members 
Mstep: Class 10 contains 17341 members 
Mstep: Class 11 contains 152112 members 
Mstep: Class 12 contains 28200 members 
Mstep: Class 13 contains 7737 members 
Mstep: Class 14 contains 10062 members 
Mstep: Class 15 contains 2494 members 
Mstep: Class 16 contains 44905 members 
Mstep: Class 17 contains 6640 members 
Mstep: Class 18 contains 10710 members 
Mstep: Class 19 contains 36671 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18534 members 
Mstep: Class 22 contains 10569 members 
Mstep: Class 23 contains 8963 members 
Mstep: Class 24 contains 5318 members 
Mstep: Class 25 contains 29416 members 
Mstep: Class 26 contains 25003 members 
Mstep: Class 27 contains 16123 members 
Mstep: Class 28 contains 104037 members 
Mstep: Class 29 contains 25575 members 
Mstep: Class 30 contains 2265 members 
Mstep: Class 31 contains 2306 members 
Mstep: Class 32 contains 8212 members 
Mstep: Class 33 contains 588142 members 
Mstep: Class 34 contains 64375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988664.000000 Penalty: 119701.210938
Iteration 154Q: 35 clusters Score -1.119887e+08 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 8437 members 
Mstep: Class 3 contains 11201 members 
Mstep: Class 4 contains 10821 members 
Mstep: Class 5 contains 30748 members 
Mstep: Class 6 contains 77814 members 
Mstep: Class 7 contains 11841 members 
Mstep: Class 8 contains 2261 members 
Mstep: Class 9 contains 71165 members 
Mstep: Class 10 contains 17338 members 
Mstep: Class 11 contains 152104 members 
Mstep: Class 12 contains 28196 members 
Mstep: Class 13 contains 7731 members 
Mstep: Class 14 contains 10062 members 
Mstep: Class 15 contains 2494 members 
Mstep: Class 16 contains 44912 members 
Mstep: Class 17 contains 6637 members 
Mstep: Class 18 contains 10705 members 
Mstep: Class 19 contains 36677 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18543 members 
Mstep: Class 22 contains 10567 members 
Mstep: Class 23 contains 8962 members 
Mstep: Class 24 contains 5318 members 
Mstep: Class 25 contains 29413 members 
Mstep: Class 26 contains 25004 members 
Mstep: Class 27 contains 16119 members 
Mstep: Class 28 contains 104032 members 
Mstep: Class 29 contains 25690 members 
Mstep: Class 30 contains 2266 members 
Mstep: Class 31 contains 2307 members 
Mstep: Class 32 contains 8212 members 
Mstep: Class 33 contains 588026 members 
Mstep: Class 34 contains 64287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988704.000000 Penalty: 119701.210938
Iteration 155Q: 35 clusters Score -1.119887e+08 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 8437 members 
Mstep: Class 3 contains 11228 members 
Mstep: Class 4 contains 10819 members 
Mstep: Class 5 contains 30888 members 
Mstep: Class 6 contains 77802 members 
Mstep: Class 7 contains 11834 members 
Mstep: Class 8 contains 2260 members 
Mstep: Class 9 contains 71123 members 
Mstep: Class 10 contains 17337 members 
Mstep: Class 11 contains 152105 members 
Mstep: Class 12 contains 28192 members 
Mstep: Class 13 contains 7727 members 
Mstep: Class 14 contains 10062 members 
Mstep: Class 15 contains 2494 members 
Mstep: Class 16 contains 44920 members 
Mstep: Class 17 contains 6634 members 
Mstep: Class 18 contains 10705 members 
Mstep: Class 19 contains 36688 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18544 members 
Mstep: Class 22 contains 10564 members 
Mstep: Class 23 contains 8963 members 
Mstep: Class 24 contains 5321 members 
Mstep: Class 25 contains 29405 members 
Mstep: Class 26 contains 25009 members 
Mstep: Class 27 contains 16118 members 
Mstep: Class 28 contains 104019 members 
Mstep: Class 29 contains 25788 members 
Mstep: Class 30 contains 2266 members 
Mstep: Class 31 contains 2307 members 
Mstep: Class 32 contains 8212 members 
Mstep: Class 33 contains 587921 members 
Mstep: Class 34 contains 64195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988736.000000 Penalty: 119701.210938
Iteration 156Q: 35 clusters Score -1.119887e+08 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 8437 members 
Mstep: Class 3 contains 11253 members 
Mstep: Class 4 contains 10813 members 
Mstep: Class 5 contains 31018 members 
Mstep: Class 6 contains 77798 members 
Mstep: Class 7 contains 11830 members 
Mstep: Class 8 contains 2260 members 
Mstep: Class 9 contains 71086 members 
Mstep: Class 10 contains 17333 members 
Mstep: Class 11 contains 152106 members 
Mstep: Class 12 contains 28189 members 
Mstep: Class 13 contains 7721 members 
Mstep: Class 14 contains 10061 members 
Mstep: Class 15 contains 2494 members 
Mstep: Class 16 contains 44922 members 
Mstep: Class 17 contains 6634 members 
Mstep: Class 18 contains 10703 members 
Mstep: Class 19 contains 36695 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18552 members 
Mstep: Class 22 contains 10565 members 
Mstep: Class 23 contains 8964 members 
Mstep: Class 24 contains 5325 members 
Mstep: Class 25 contains 29406 members 
Mstep: Class 26 contains 25011 members 
Mstep: Class 27 contains 16123 members 
Mstep: Class 28 contains 104020 members 
Mstep: Class 29 contains 25880 members 
Mstep: Class 30 contains 2268 members 
Mstep: Class 31 contains 2308 members 
Mstep: Class 32 contains 8212 members 
Mstep: Class 33 contains 587805 members 
Mstep: Class 34 contains 64095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988656.000000 Penalty: 119701.210938
Iteration 157Q: 35 clusters Score -1.119887e+08 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 8437 members 
Mstep: Class 3 contains 11282 members 
Mstep: Class 4 contains 10816 members 
Mstep: Class 5 contains 31138 members 
Mstep: Class 6 contains 77793 members 
Mstep: Class 7 contains 11822 members 
Mstep: Class 8 contains 2261 members 
Mstep: Class 9 contains 71045 members 
Mstep: Class 10 contains 17331 members 
Mstep: Class 11 contains 152097 members 
Mstep: Class 12 contains 28187 members 
Mstep: Class 13 contains 7720 members 
Mstep: Class 14 contains 10061 members 
Mstep: Class 15 contains 2494 members 
Mstep: Class 16 contains 44924 members 
Mstep: Class 17 contains 6632 members 
Mstep: Class 18 contains 10704 members 
Mstep: Class 19 contains 36703 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18563 members 
Mstep: Class 22 contains 10565 members 
Mstep: Class 23 contains 8963 members 
Mstep: Class 24 contains 5325 members 
Mstep: Class 25 contains 29399 members 
Mstep: Class 26 contains 25011 members 
Mstep: Class 27 contains 16122 members 
Mstep: Class 28 contains 104018 members 
Mstep: Class 29 contains 25983 members 
Mstep: Class 30 contains 2268 members 
Mstep: Class 31 contains 2310 members 
Mstep: Class 32 contains 8211 members 
Mstep: Class 33 contains 587718 members 
Mstep: Class 34 contains 63990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988672.000000 Penalty: 119701.210938
Iteration 158Q: 35 clusters Score -1.119887e+08 nChanged 563
Entering ConstructFrom: 
Score: -111988672.000000 Penalty: 119701.210938
Entering ConstructFrom: 
Trying to split cluster 1 (9654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Entering Unmasked Estep 
Score: -711233.875000 Penalty: 2275.431641
	Iteration 0F: 2 clusters Score -711233.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -703797.062500 Penalty: 4550.863281
	Iteration 0F: 3 clusters Score -703797.1 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -706038.125000 Penalty: 4550.863281
	Iteration 1F: 3 clusters Score -706038.1 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -706527.750000 Penalty: 4550.863281
	Iteration 2F: 3 clusters Score -706527.8 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -706887.500000 Penalty: 4550.863281
	Iteration 3F: 3 clusters Score -706887.5 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -707202.937500 Penalty: 4550.863281
	Iteration 4F: 3 clusters Score -707202.9 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -707552.312500 Penalty: 4550.863281
	Iteration 5F: 3 clusters Score -707552.3 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -707968.812500 Penalty: 4550.863281
	Iteration 6F: 3 clusters Score -707968.8 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -708473.187500 Penalty: 4550.863281
	Iteration 7F: 3 clusters Score -708473.2 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -709099.625000 Penalty: 4550.863281
	Iteration 8F: 3 clusters Score -709099.6 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -709713.687500 Penalty: 4550.863281
	Iteration 9F: 3 clusters Score -709713.7 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -710289.437500 Penalty: 4550.863281
	Iteration 10Q: 3 clusters Score -710289.4 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -710828.187500 Penalty: 4550.863281
	Iteration 11Q: 3 clusters Score -710828.2 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -711210.750000 Penalty: 4550.863281
	Iteration 12Q: 3 clusters Score -711210.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -711442.000000 Penalty: 4550.863281
	Iteration 13Q: 3 clusters Score -711442 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -711562.937500 Penalty: 4550.863281
	Iteration 14Q: 3 clusters Score -711562.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -711641.250000 Penalty: 4550.863281
	Iteration 15Q: 3 clusters Score -711641.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -711690.437500 Penalty: 4550.863281
	Iteration 16Q: 3 clusters Score -711690.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -711729.375000 Penalty: 4550.863281
	Iteration 17Q: 3 clusters Score -711729.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -711761.062500 Penalty: 4550.863281
	Iteration 18Q: 3 clusters Score -711761.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -711783.187500 Penalty: 4550.863281
	Iteration 19Q: 3 clusters Score -711783.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -711797.375000 Penalty: 4550.863281
	Iteration 20F: 3 clusters Score -711797.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -711808.937500 Penalty: 4550.863281
	Iteration 21Q: 3 clusters Score -711808.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -711814.875000 Penalty: 4550.863281
	Iteration 22Q: 3 clusters Score -711814.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -711819.500000 Penalty: 4550.863281
	Iteration 23Q: 3 clusters Score -711819.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -711826.812500 Penalty: 4550.863281
	Iteration 24Q: 3 clusters Score -711826.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -711833.750000 Penalty: 4550.863281
	Iteration 25Q: 3 clusters Score -711833.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -711837.625000 Penalty: 4550.863281
	Iteration 26Q: 3 clusters Score -711837.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -711844.562500 Penalty: 4550.863281
	Iteration 27Q: 3 clusters Score -711844.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -711849.000000 Penalty: 4550.863281
	Iteration 28Q: 3 clusters Score -711849 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -711854.687500 Penalty: 4550.863281
	Iteration 29Q: 3 clusters Score -711854.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -711856.625000 Penalty: 4550.863281
	Iteration 30Q: 3 clusters Score -711856.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -711858.875000 Penalty: 4550.863281
	Iteration 31Q: 3 clusters Score -711858.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -711860.125000 Penalty: 4550.863281
	Iteration 32Q: 3 clusters Score -711860.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -711859.500000 Penalty: 4550.863281
	Iteration 33Q: 3 clusters Score -711859.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -711860.187500 Penalty: 4550.863281
	Iteration 34Q: 3 clusters Score -711860.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -711859.500000 Penalty: 4550.863281
	Iteration 35Q: 3 clusters Score -711859.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -711860.625000 Penalty: 4550.863281
	Iteration 36Q: 3 clusters Score -711860.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -711862.812500 Penalty: 4550.863281
	Iteration 37Q: 3 clusters Score -711862.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -711864.000000 Penalty: 4550.863281
	Iteration 38Q: 3 clusters Score -711864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -711864.000000 Penalty: 4550.863281
	Iteration 39F: 3 clusters Score -711864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 8437 members 
Mstep: Class 3 contains 11308 members 
Mstep: Class 4 contains 10823 members 
Mstep: Class 5 contains 31260 members 
Mstep: Class 6 contains 77785 members 
Mstep: Class 7 contains 11814 members 
Mstep: Class 8 contains 2262 members 
Mstep: Class 9 contains 71018 members 
Mstep: Class 10 contains 17332 members 
Mstep: Class 11 contains 152099 members 
Mstep: Class 12 contains 28187 members 
Mstep: Class 13 contains 7716 members 
Mstep: Class 14 contains 10061 members 
Mstep: Class 15 contains 2494 members 
Mstep: Class 16 contains 44924 members 
Mstep: Class 17 contains 6630 members 
Mstep: Class 18 contains 10697 members 
Mstep: Class 19 contains 36707 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18570 members 
Mstep: Class 22 contains 10564 members 
Mstep: Class 23 contains 8963 members 
Mstep: Class 24 contains 5325 members 
Mstep: Class 25 contains 29400 members 
Mstep: Class 26 contains 25010 members 
Mstep: Class 27 contains 16122 members 
Mstep: Class 28 contains 103996 members 
Mstep: Class 29 contains 26070 members 
Mstep: Class 30 contains 2269 members 
Mstep: Class 31 contains 2310 members 
Mstep: Class 32 contains 8211 members 
Mstep: Class 33 contains 587623 members 
Mstep: Class 34 contains 63911 members 
Mstep: Class 35 contains 3786 members 
Entering Unmasked Estep 
Score: -111987648.000000 Penalty: 123221.835938
Splitting cluster 1 changes total score from -111988672.000000 to -111987648.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (8437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Entering Unmasked Estep 
Score: -650357.312500 Penalty: 2242.014893
	Iteration 0F: 2 clusters Score -650357.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -643698.875000 Penalty: 4484.029785
	Iteration 0F: 3 clusters Score -643698.9 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -645594.375000 Penalty: 4484.029785
	Iteration 1F: 3 clusters Score -645594.4 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -645841.812500 Penalty: 4484.029785
	Iteration 2F: 3 clusters Score -645841.8 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -646022.500000 Penalty: 4484.029785
	Iteration 3Q: 3 clusters Score -646022.5 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -646133.500000 Penalty: 4484.029785
	Iteration 4Q: 3 clusters Score -646133.5 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -646244.750000 Penalty: 4484.029785
	Iteration 5Q: 3 clusters Score -646244.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -646348.375000 Penalty: 4484.029785
	Iteration 6Q: 3 clusters Score -646348.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -646441.750000 Penalty: 4484.029785
	Iteration 7Q: 3 clusters Score -646441.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -646523.062500 Penalty: 4484.029785
	Iteration 8Q: 3 clusters Score -646523.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -646596.937500 Penalty: 4484.029785
	Iteration 9Q: 3 clusters Score -646596.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -646660.125000 Penalty: 4484.029785
	Iteration 10Q: 3 clusters Score -646660.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -646717.375000 Penalty: 4484.029785
	Iteration 11Q: 3 clusters Score -646717.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -646768.437500 Penalty: 4484.029785
	Iteration 12Q: 3 clusters Score -646768.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -646818.812500 Penalty: 4484.029785
	Iteration 13Q: 3 clusters Score -646818.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -646871.437500 Penalty: 4484.029785
	Iteration 14Q: 3 clusters Score -646871.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -646923.250000 Penalty: 4484.029785
	Iteration 15Q: 3 clusters Score -646923.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -646979.500000 Penalty: 4484.029785
	Iteration 16Q: 3 clusters Score -646979.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -647044.125000 Penalty: 4484.029785
	Iteration 17Q: 3 clusters Score -647044.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -647090.687500 Penalty: 4484.029785
	Iteration 18Q: 3 clusters Score -647090.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -647139.250000 Penalty: 4484.029785
	Iteration 19Q: 3 clusters Score -647139.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -647192.437500 Penalty: 4484.029785
	Iteration 20F: 3 clusters Score -647192.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -647268.562500 Penalty: 4484.029785
	Iteration 21Q: 3 clusters Score -647268.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -647358.750000 Penalty: 4484.029785
	Iteration 22Q: 3 clusters Score -647358.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -647468.187500 Penalty: 4484.029785
	Iteration 23Q: 3 clusters Score -647468.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -647592.500000 Penalty: 4484.029785
	Iteration 24Q: 3 clusters Score -647592.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -647739.562500 Penalty: 4484.029785
	Iteration 25Q: 3 clusters Score -647739.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -647897.687500 Penalty: 4484.029785
	Iteration 26Q: 3 clusters Score -647897.7 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -648061.500000 Penalty: 4484.029785
	Iteration 27Q: 3 clusters Score -648061.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -648227.625000 Penalty: 4484.029785
	Iteration 28Q: 3 clusters Score -648227.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -648376.437500 Penalty: 4484.029785
	Iteration 29Q: 3 clusters Score -648376.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -648519.500000 Penalty: 4484.029785
	Iteration 30Q: 3 clusters Score -648519.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -648654.625000 Penalty: 4484.029785
	Iteration 31Q: 3 clusters Score -648654.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -648746.250000 Penalty: 4484.029785
	Iteration 32Q: 3 clusters Score -648746.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -648810.812500 Penalty: 4484.029785
	Iteration 33Q: 3 clusters Score -648810.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -648857.062500 Penalty: 4484.029785
	Iteration 34Q: 3 clusters Score -648857.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -648879.625000 Penalty: 4484.029785
	Iteration 35Q: 3 clusters Score -648879.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -648900.000000 Penalty: 4484.029785
	Iteration 36Q: 3 clusters Score -648900 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -648920.937500 Penalty: 4484.029785
	Iteration 37Q: 3 clusters Score -648920.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -648939.437500 Penalty: 4484.029785
	Iteration 38Q: 3 clusters Score -648939.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -648969.125000 Penalty: 4484.029785
	Iteration 39Q: 3 clusters Score -648969.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -649005.687500 Penalty: 4484.029785
	Iteration 40F: 3 clusters Score -649005.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -649055.812500 Penalty: 4484.029785
	Iteration 41Q: 3 clusters Score -649055.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -649100.000000 Penalty: 4484.029785
	Iteration 42Q: 3 clusters Score -649100 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -649138.562500 Penalty: 4484.029785
	Iteration 43Q: 3 clusters Score -649138.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -649195.312500 Penalty: 4484.029785
	Iteration 44Q: 3 clusters Score -649195.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -649258.375000 Penalty: 4484.029785
	Iteration 45Q: 3 clusters Score -649258.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -649331.375000 Penalty: 4484.029785
	Iteration 46Q: 3 clusters Score -649331.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -649411.250000 Penalty: 4484.029785
	Iteration 47Q: 3 clusters Score -649411.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -649466.687500 Penalty: 4484.029785
	Iteration 48Q: 3 clusters Score -649466.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -649501.687500 Penalty: 4484.029785
	Iteration 49Q: 3 clusters Score -649501.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -649522.625000 Penalty: 4484.029785
	Iteration 50Q: 3 clusters Score -649522.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -649530.312500 Penalty: 4484.029785
	Iteration 51Q: 3 clusters Score -649530.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -649532.500000 Penalty: 4484.029785
	Iteration 52Q: 3 clusters Score -649532.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -649539.625000 Penalty: 4484.029785
	Iteration 53Q: 3 clusters Score -649539.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -649541.500000 Penalty: 4484.029785
	Iteration 54Q: 3 clusters Score -649541.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -649543.875000 Penalty: 4484.029785
	Iteration 55Q: 3 clusters Score -649543.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -649548.062500 Penalty: 4484.029785
	Iteration 56Q: 3 clusters Score -649548.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -649550.000000 Penalty: 4484.029785
	Iteration 57Q: 3 clusters Score -649550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -649552.875000 Penalty: 4484.029785
	Iteration 58Q: 3 clusters Score -649552.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -649554.750000 Penalty: 4484.029785
	Iteration 59Q: 3 clusters Score -649554.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -649556.187500 Penalty: 4484.029785
	Iteration 60F: 3 clusters Score -649556.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -649557.187500 Penalty: 4484.029785
	Iteration 61Q: 3 clusters Score -649557.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -649557.687500 Penalty: 4484.029785
	Iteration 62Q: 3 clusters Score -649557.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -649558.437500 Penalty: 4484.029785
	Iteration 63Q: 3 clusters Score -649558.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -649558.687500 Penalty: 4484.029785
	Iteration 64Q: 3 clusters Score -649558.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -649558.250000 Penalty: 4484.029785
	Iteration 65Q: 3 clusters Score -649558.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -649558.250000 Penalty: 4484.029785
	Iteration 66F: 3 clusters Score -649558.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Entering Unmasked Estep 
Score: -947089.937500 Penalty: 2314.649902
	Iteration 0F: 2 clusters Score -947089.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -938624.312500 Penalty: 4629.299805
	Iteration 0F: 3 clusters Score -938624.3 nChanged 4746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -941012.750000 Penalty: 4629.299805
	Iteration 1F: 3 clusters Score -941012.8 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -941312.062500 Penalty: 4629.299805
	Iteration 2F: 3 clusters Score -941312.1 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -941532.750000 Penalty: 4629.299805
	Iteration 3Q: 3 clusters Score -941532.8 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -941744.250000 Penalty: 4629.299805
	Iteration 4Q: 3 clusters Score -941744.2 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -941978.687500 Penalty: 4629.299805
	Iteration 5Q: 3 clusters Score -941978.7 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -942249.687500 Penalty: 4629.299805
	Iteration 6Q: 3 clusters Score -942249.7 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -942573.562500 Penalty: 4629.299805
	Iteration 7Q: 3 clusters Score -942573.6 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -942958.437500 Penalty: 4629.299805
	Iteration 8Q: 3 clusters Score -942958.4 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -943389.125000 Penalty: 4629.299805
	Iteration 9Q: 3 clusters Score -943389.1 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -943855.125000 Penalty: 4629.299805
	Iteration 10Q: 3 clusters Score -943855.1 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -944250.750000 Penalty: 4629.299805
	Iteration 11Q: 3 clusters Score -944250.8 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -944537.187500 Penalty: 4629.299805
	Iteration 12Q: 3 clusters Score -944537.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -944708.937500 Penalty: 4629.299805
	Iteration 13Q: 3 clusters Score -944708.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -944829.937500 Penalty: 4629.299805
	Iteration 14Q: 3 clusters Score -944829.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -944924.000000 Penalty: 4629.299805
	Iteration 15Q: 3 clusters Score -944924 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -944997.375000 Penalty: 4629.299805
	Iteration 16Q: 3 clusters Score -944997.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -945049.687500 Penalty: 4629.299805
	Iteration 17Q: 3 clusters Score -945049.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -945070.437500 Penalty: 4629.299805
	Iteration 18Q: 3 clusters Score -945070.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -945089.812500 Penalty: 4629.299805
	Iteration 19Q: 3 clusters Score -945089.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -945101.062500 Penalty: 4629.299805
	Iteration 20F: 3 clusters Score -945101.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -945102.625000 Penalty: 4629.299805
	Iteration 21Q: 3 clusters Score -945102.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -945103.687500 Penalty: 4629.299805
	Iteration 22Q: 3 clusters Score -945103.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -945103.687500 Penalty: 4629.299805
	Iteration 23F: 3 clusters Score -945103.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Entering Unmasked Estep 
Score: -836168.125000 Penalty: 2303.778320
	Iteration 0F: 2 clusters Score -836168.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -827888.437500 Penalty: 4607.556641
	Iteration 0F: 3 clusters Score -827888.4 nChanged 4573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -830332.500000 Penalty: 4607.556641
	Iteration 1F: 3 clusters Score -830332.5 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -830658.125000 Penalty: 4607.556641
	Iteration 2F: 3 clusters Score -830658.1 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -830920.375000 Penalty: 4607.556641
	Iteration 3F: 3 clusters Score -830920.4 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -831137.687500 Penalty: 4607.556641
	Iteration 4Q: 3 clusters Score -831137.7 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -831357.250000 Penalty: 4607.556641
	Iteration 5Q: 3 clusters Score -831357.2 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -831585.750000 Penalty: 4607.556641
	Iteration 6Q: 3 clusters Score -831585.8 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -831824.375000 Penalty: 4607.556641
	Iteration 7Q: 3 clusters Score -831824.4 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -832090.625000 Penalty: 4607.556641
	Iteration 8Q: 3 clusters Score -832090.6 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -832370.750000 Penalty: 4607.556641
	Iteration 9Q: 3 clusters Score -832370.8 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -832715.562500 Penalty: 4607.556641
	Iteration 10Q: 3 clusters Score -832715.6 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -833066.875000 Penalty: 4607.556641
	Iteration 11Q: 3 clusters Score -833066.9 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -833347.500000 Penalty: 4607.556641
	Iteration 12Q: 3 clusters Score -833347.5 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -833569.937500 Penalty: 4607.556641
	Iteration 13Q: 3 clusters Score -833569.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -833728.937500 Penalty: 4607.556641
	Iteration 14Q: 3 clusters Score -833728.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -833823.375000 Penalty: 4607.556641
	Iteration 15Q: 3 clusters Score -833823.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -833904.750000 Penalty: 4607.556641
	Iteration 16Q: 3 clusters Score -833904.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -833975.062500 Penalty: 4607.556641
	Iteration 17Q: 3 clusters Score -833975.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -834025.125000 Penalty: 4607.556641
	Iteration 18Q: 3 clusters Score -834025.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -834067.187500 Penalty: 4607.556641
	Iteration 19Q: 3 clusters Score -834067.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -834090.125000 Penalty: 4607.556641
	Iteration 20F: 3 clusters Score -834090.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -834101.812500 Penalty: 4607.556641
	Iteration 21Q: 3 clusters Score -834101.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -834110.250000 Penalty: 4607.556641
	Iteration 22Q: 3 clusters Score -834110.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -834122.562500 Penalty: 4607.556641
	Iteration 23Q: 3 clusters Score -834122.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -834141.312500 Penalty: 4607.556641
	Iteration 24Q: 3 clusters Score -834141.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -834155.812500 Penalty: 4607.556641
	Iteration 25Q: 3 clusters Score -834155.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -834170.687500 Penalty: 4607.556641
	Iteration 26Q: 3 clusters Score -834170.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -834176.062500 Penalty: 4607.556641
	Iteration 27Q: 3 clusters Score -834176.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -834180.437500 Penalty: 4607.556641
	Iteration 28Q: 3 clusters Score -834180.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -834185.062500 Penalty: 4607.556641
	Iteration 29Q: 3 clusters Score -834185.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -834190.812500 Penalty: 4607.556641
	Iteration 30Q: 3 clusters Score -834190.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -834192.375000 Penalty: 4607.556641
	Iteration 31Q: 3 clusters Score -834192.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -834193.062500 Penalty: 4607.556641
	Iteration 32Q: 3 clusters Score -834193.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -834193.937500 Penalty: 4607.556641
	Iteration 33Q: 3 clusters Score -834193.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -834193.937500 Penalty: 4607.556641
	Iteration 34F: 3 clusters Score -834193.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (31260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31260 members 
Entering Unmasked Estep 
Score: -2459287.500000 Penalty: 2566.823486
	Iteration 0F: 2 clusters Score -2459288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15647 members 
Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
Score: -2437854.000000 Penalty: 5133.646973
	Iteration 0F: 3 clusters Score -2437854 nChanged 14084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 15339 members 
Entering Unmasked Estep 
Score: -2446019.750000 Penalty: 5133.646973
	Iteration 1F: 3 clusters Score -2446020 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -2446795.250000 Penalty: 5133.646973
	Iteration 2F: 3 clusters Score -2446795 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16386 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -2447538.250000 Penalty: 5133.646973
	Iteration 3F: 3 clusters Score -2447538 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16639 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -2448182.000000 Penalty: 5133.646973
	Iteration 4Q: 3 clusters Score -2448182 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16989 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -2448859.750000 Penalty: 5133.646973
	Iteration 5Q: 3 clusters Score -2448860 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17400 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -2449507.750000 Penalty: 5133.646973
	Iteration 6Q: 3 clusters Score -2449508 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17830 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -2450149.250000 Penalty: 5133.646973
	Iteration 7Q: 3 clusters Score -2450149 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18237 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -2450803.250000 Penalty: 5133.646973
	Iteration 8Q: 3 clusters Score -2450803 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18630 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -2451418.750000 Penalty: 5133.646973
	Iteration 9Q: 3 clusters Score -2451419 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18975 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -2451952.500000 Penalty: 5133.646973
	Iteration 10Q: 3 clusters Score -2451952 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19296 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -2452455.000000 Penalty: 5133.646973
	Iteration 11Q: 3 clusters Score -2452455 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19565 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -2452919.500000 Penalty: 5133.646973
	Iteration 12Q: 3 clusters Score -2452920 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19808 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -2453328.750000 Penalty: 5133.646973
	Iteration 13Q: 3 clusters Score -2453329 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20045 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -2453679.250000 Penalty: 5133.646973
	Iteration 14Q: 3 clusters Score -2453679 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20234 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -2453892.250000 Penalty: 5133.646973
	Iteration 15Q: 3 clusters Score -2453892 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20423 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -2454052.750000 Penalty: 5133.646973
	Iteration 16Q: 3 clusters Score -2454053 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20566 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -2454164.000000 Penalty: 5133.646973
	Iteration 17Q: 3 clusters Score -2454164 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20719 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -2454244.000000 Penalty: 5133.646973
	Iteration 18Q: 3 clusters Score -2454244 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20830 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -2454309.500000 Penalty: 5133.646973
	Iteration 19Q: 3 clusters Score -2454310 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20941 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -2454366.000000 Penalty: 5133.646973
	Iteration 20F: 3 clusters Score -2454366 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21052 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -2454421.500000 Penalty: 5133.646973
	Iteration 21Q: 3 clusters Score -2454422 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21197 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -2454481.250000 Penalty: 5133.646973
	Iteration 22Q: 3 clusters Score -2454481 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21348 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -2454535.250000 Penalty: 5133.646973
	Iteration 23Q: 3 clusters Score -2454535 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21512 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -2454600.750000 Penalty: 5133.646973
	Iteration 24Q: 3 clusters Score -2454601 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21683 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -2454649.500000 Penalty: 5133.646973
	Iteration 25Q: 3 clusters Score -2454650 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21853 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -2454696.500000 Penalty: 5133.646973
	Iteration 26Q: 3 clusters Score -2454696 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22032 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -2454744.500000 Penalty: 5133.646973
	Iteration 27Q: 3 clusters Score -2454744 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22212 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -2454796.000000 Penalty: 5133.646973
	Iteration 28Q: 3 clusters Score -2454796 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22415 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -2454857.250000 Penalty: 5133.646973
	Iteration 29Q: 3 clusters Score -2454857 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22628 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -2454921.000000 Penalty: 5133.646973
	Iteration 30Q: 3 clusters Score -2454921 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22861 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -2455017.250000 Penalty: 5133.646973
	Iteration 31Q: 3 clusters Score -2455017 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23150 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -2455134.000000 Penalty: 5133.646973
	Iteration 32Q: 3 clusters Score -2455134 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23502 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -2455301.000000 Penalty: 5133.646973
	Iteration 33Q: 3 clusters Score -2455301 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23846 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -2455518.750000 Penalty: 5133.646973
	Iteration 34Q: 3 clusters Score -2455519 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24217 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -2455760.500000 Penalty: 5133.646973
	Iteration 35Q: 3 clusters Score -2455760 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24534 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -2455991.000000 Penalty: 5133.646973
	Iteration 36Q: 3 clusters Score -2455991 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24833 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -2456222.250000 Penalty: 5133.646973
	Iteration 37Q: 3 clusters Score -2456222 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25098 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -2456393.500000 Penalty: 5133.646973
	Iteration 38Q: 3 clusters Score -2456394 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25319 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -2456530.500000 Penalty: 5133.646973
	Iteration 39Q: 3 clusters Score -2456530 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25507 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -2456639.000000 Penalty: 5133.646973
	Iteration 40F: 3 clusters Score -2456639 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25646 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -2456721.500000 Penalty: 5133.646973
	Iteration 41Q: 3 clusters Score -2456722 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25789 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -2456787.000000 Penalty: 5133.646973
	Iteration 42Q: 3 clusters Score -2456787 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25899 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -2456838.750000 Penalty: 5133.646973
	Iteration 43Q: 3 clusters Score -2456839 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26002 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -2456882.000000 Penalty: 5133.646973
	Iteration 44Q: 3 clusters Score -2456882 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26090 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -2456909.750000 Penalty: 5133.646973
	Iteration 45Q: 3 clusters Score -2456910 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26175 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -2456944.500000 Penalty: 5133.646973
	Iteration 46Q: 3 clusters Score -2456944 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26246 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -2456965.000000 Penalty: 5133.646973
	Iteration 47Q: 3 clusters Score -2456965 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26306 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -2456980.000000 Penalty: 5133.646973
	Iteration 48Q: 3 clusters Score -2456980 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26358 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -2456993.000000 Penalty: 5133.646973
	Iteration 49Q: 3 clusters Score -2456993 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26406 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -2457010.250000 Penalty: 5133.646973
	Iteration 50Q: 3 clusters Score -2457010 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26438 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -2457011.750000 Penalty: 5133.646973
	Iteration 51Q: 3 clusters Score -2457012 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26464 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -2457013.250000 Penalty: 5133.646973
	Iteration 52Q: 3 clusters Score -2457013 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26491 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -2457013.000000 Penalty: 5133.646973
	Iteration 53Q: 3 clusters Score -2457013 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26521 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -2457014.750000 Penalty: 5133.646973
	Iteration 54Q: 3 clusters Score -2457015 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26550 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -2457013.000000 Penalty: 5133.646973
	Iteration 55Q: 3 clusters Score -2457013 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26574 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -2457024.250000 Penalty: 5133.646973
	Iteration 56Q: 3 clusters Score -2457024 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26595 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -2457030.750000 Penalty: 5133.646973
	Iteration 57Q: 3 clusters Score -2457031 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26613 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -2457032.000000 Penalty: 5133.646973
	Iteration 58Q: 3 clusters Score -2457032 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26622 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -2457029.250000 Penalty: 5133.646973
	Iteration 59Q: 3 clusters Score -2457029 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26631 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -2457029.500000 Penalty: 5133.646973
	Iteration 60F: 3 clusters Score -2457030 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26640 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -2457034.000000 Penalty: 5133.646973
	Iteration 61Q: 3 clusters Score -2457034 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26649 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -2457033.250000 Penalty: 5133.646973
	Iteration 62Q: 3 clusters Score -2457033 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26653 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -2457029.750000 Penalty: 5133.646973
	Iteration 63Q: 3 clusters Score -2457030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26658 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -2457034.500000 Penalty: 5133.646973
	Iteration 64Q: 3 clusters Score -2457034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26663 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -2457038.250000 Penalty: 5133.646973
	Iteration 65Q: 3 clusters Score -2457038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26670 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -2457036.500000 Penalty: 5133.646973
	Iteration 66Q: 3 clusters Score -2457036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26672 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -2457036.000000 Penalty: 5133.646973
	Iteration 67Q: 3 clusters Score -2457036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26674 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -2457038.500000 Penalty: 5133.646973
	Iteration 68Q: 3 clusters Score -2457038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26675 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -2457038.250000 Penalty: 5133.646973
	Iteration 69Q: 3 clusters Score -2457038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26676 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -2457036.750000 Penalty: 5133.646973
	Iteration 70Q: 3 clusters Score -2457037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26677 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -2457041.250000 Penalty: 5133.646973
	Iteration 71Q: 3 clusters Score -2457041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26678 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -2457038.500000 Penalty: 5133.646973
	Iteration 72Q: 3 clusters Score -2457038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26678 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -2457038.500000 Penalty: 5133.646973
	Iteration 73F: 3 clusters Score -2457038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (77785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77785 members 
Entering Unmasked Estep 
Score: -6318787.500000 Penalty: 2792.902344
	Iteration 0F: 2 clusters Score -6318788 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38834 members 
Mstep: Class 2 contains 38951 members 
Entering Unmasked Estep 
Score: -6266780.500000 Penalty: 5585.804688
	Iteration 0F: 3 clusters Score -6266780 nChanged 36415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37981 members 
Mstep: Class 2 contains 39804 members 
Entering Unmasked Estep 
Score: -6287300.500000 Penalty: 5585.804688
	Iteration 1F: 3 clusters Score -6287300 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37404 members 
Mstep: Class 2 contains 40381 members 
Entering Unmasked Estep 
Score: -6287893.500000 Penalty: 5585.804688
	Iteration 2Q: 3 clusters Score -6287894 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36574 members 
Mstep: Class 2 contains 41211 members 
Entering Unmasked Estep 
Score: -6288424.500000 Penalty: 5585.804688
	Iteration 3Q: 3 clusters Score -6288424 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35371 members 
Mstep: Class 2 contains 42414 members 
Entering Unmasked Estep 
Score: -6289008.500000 Penalty: 5585.804688
	Iteration 4Q: 3 clusters Score -6289008 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33585 members 
Mstep: Class 2 contains 44200 members 
Entering Unmasked Estep 
Score: -6289770.500000 Penalty: 5585.804688
	Iteration 5Q: 3 clusters Score -6289770 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31057 members 
Mstep: Class 2 contains 46728 members 
Entering Unmasked Estep 
Score: -6291026.000000 Penalty: 5585.804688
	Iteration 6Q: 3 clusters Score -6291026 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27556 members 
Mstep: Class 2 contains 50229 members 
Entering Unmasked Estep 
Score: -6293001.500000 Penalty: 5585.804688
	Iteration 7F: 3 clusters Score -6293002 nChanged 5072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22776 members 
Mstep: Class 2 contains 55009 members 
Entering Unmasked Estep 
Score: -6296293.500000 Penalty: 5585.804688
	Iteration 8F: 3 clusters Score -6296294 nChanged 6063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16891 members 
Mstep: Class 2 contains 60894 members 
Entering Unmasked Estep 
Score: -6301156.000000 Penalty: 5585.804688
	Iteration 9F: 3 clusters Score -6301156 nChanged 6082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 66886 members 
Entering Unmasked Estep 
Score: -6306638.000000 Penalty: 5585.804688
	Iteration 10F: 3 clusters Score -6306638 nChanged 4846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 71704 members 
Entering Unmasked Estep 
Score: -6311105.000000 Penalty: 5585.804688
	Iteration 11F: 3 clusters Score -6311105 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 74726 members 
Entering Unmasked Estep 
Score: -6313991.500000 Penalty: 5585.804688
	Iteration 12Q: 3 clusters Score -6313992 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 76251 members 
Entering Unmasked Estep 
Score: -6315333.500000 Penalty: 5585.804688
	Iteration 13Q: 3 clusters Score -6315334 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 76909 members 
Entering Unmasked Estep 
Score: -6315946.000000 Penalty: 5585.804688
	Iteration 14Q: 3 clusters Score -6315946 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 77159 members 
Entering Unmasked Estep 
Score: -6316232.000000 Penalty: 5585.804688
	Iteration 15Q: 3 clusters Score -6316232 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 77257 members 
Entering Unmasked Estep 
Score: -6316352.000000 Penalty: 5585.804688
	Iteration 16Q: 3 clusters Score -6316352 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 77300 members 
Entering Unmasked Estep 
Score: -6316403.000000 Penalty: 5585.804688
	Iteration 17Q: 3 clusters Score -6316403 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 77311 members 
Entering Unmasked Estep 
Score: -6316427.000000 Penalty: 5585.804688
	Iteration 18Q: 3 clusters Score -6316427 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 77322 members 
Entering Unmasked Estep 
Score: -6316427.000000 Penalty: 5585.804688
	Iteration 19Q: 3 clusters Score -6316427 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 77326 members 
Entering Unmasked Estep 
Score: -6316445.000000 Penalty: 5585.804688
	Iteration 20F: 3 clusters Score -6316445 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 77332 members 
Entering Unmasked Estep 
Score: -6316449.000000 Penalty: 5585.804688
	Iteration 21Q: 3 clusters Score -6316449 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 77339 members 
Entering Unmasked Estep 
Score: -6316461.500000 Penalty: 5585.804688
	Iteration 22Q: 3 clusters Score -6316462 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 77343 members 
Entering Unmasked Estep 
Score: -6316468.500000 Penalty: 5585.804688
	Iteration 23Q: 3 clusters Score -6316468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 77344 members 
Entering Unmasked Estep 
Score: -6316472.000000 Penalty: 5585.804688
	Iteration 24Q: 3 clusters Score -6316472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 77344 members 
Entering Unmasked Estep 
Score: -6316475.000000 Penalty: 5585.804688
	Iteration 25Q: 3 clusters Score -6316475 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 77344 members 
Entering Unmasked Estep 
Score: -6316475.000000 Penalty: 5585.804688
	Iteration 26F: 3 clusters Score -6316475 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Entering Unmasked Estep 
Score: -962807.000000 Penalty: 2325.506104
	Iteration 0F: 2 clusters Score -962807 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -953996.875000 Penalty: 4651.012207
	Iteration 0F: 3 clusters Score -953996.9 nChanged 4953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -956730.812500 Penalty: 4651.012207
	Iteration 1F: 3 clusters Score -956730.8 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -957073.875000 Penalty: 4651.012207
	Iteration 2F: 3 clusters Score -957073.9 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -957346.875000 Penalty: 4651.012207
	Iteration 3F: 3 clusters Score -957346.9 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -957610.750000 Penalty: 4651.012207
	Iteration 4Q: 3 clusters Score -957610.8 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -957941.937500 Penalty: 4651.012207
	Iteration 5Q: 3 clusters Score -957941.9 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -958327.125000 Penalty: 4651.012207
	Iteration 6F: 3 clusters Score -958327.1 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -958728.187500 Penalty: 4651.012207
	Iteration 7F: 3 clusters Score -958728.2 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -959181.500000 Penalty: 4651.012207
	Iteration 8F: 3 clusters Score -959181.5 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -959648.375000 Penalty: 4651.012207
	Iteration 9F: 3 clusters Score -959648.4 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -960021.687500 Penalty: 4651.012207
	Iteration 10F: 3 clusters Score -960021.7 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -960279.000000 Penalty: 4651.012207
	Iteration 11Q: 3 clusters Score -960279 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -960515.875000 Penalty: 4651.012207
	Iteration 12Q: 3 clusters Score -960515.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -960683.125000 Penalty: 4651.012207
	Iteration 13Q: 3 clusters Score -960683.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -960783.937500 Penalty: 4651.012207
	Iteration 14Q: 3 clusters Score -960783.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -960841.187500 Penalty: 4651.012207
	Iteration 15Q: 3 clusters Score -960841.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -960882.000000 Penalty: 4651.012207
	Iteration 16Q: 3 clusters Score -960882 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -960913.250000 Penalty: 4651.012207
	Iteration 17Q: 3 clusters Score -960913.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -960931.875000 Penalty: 4651.012207
	Iteration 18Q: 3 clusters Score -960931.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -960954.000000 Penalty: 4651.012207
	Iteration 19Q: 3 clusters Score -960954 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -960965.937500 Penalty: 4651.012207
	Iteration 20F: 3 clusters Score -960965.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -960977.937500 Penalty: 4651.012207
	Iteration 21Q: 3 clusters Score -960977.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -960988.562500 Penalty: 4651.012207
	Iteration 22Q: 3 clusters Score -960988.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -960998.187500 Penalty: 4651.012207
	Iteration 23Q: 3 clusters Score -960998.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -961004.250000 Penalty: 4651.012207
	Iteration 24Q: 3 clusters Score -961004.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -961011.875000 Penalty: 4651.012207
	Iteration 25Q: 3 clusters Score -961011.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -961018.187500 Penalty: 4651.012207
	Iteration 26Q: 3 clusters Score -961018.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -961023.000000 Penalty: 4651.012207
	Iteration 27Q: 3 clusters Score -961023 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -961022.562500 Penalty: 4651.012207
	Iteration 28Q: 3 clusters Score -961022.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -961025.625000 Penalty: 4651.012207
	Iteration 29Q: 3 clusters Score -961025.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -961024.875000 Penalty: 4651.012207
	Iteration 30Q: 3 clusters Score -961024.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -961027.750000 Penalty: 4651.012207
	Iteration 31Q: 3 clusters Score -961027.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -961033.125000 Penalty: 4651.012207
	Iteration 32Q: 3 clusters Score -961033.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -961034.187500 Penalty: 4651.012207
	Iteration 33Q: 3 clusters Score -961034.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -961033.750000 Penalty: 4651.012207
	Iteration 34Q: 3 clusters Score -961033.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -961032.875000 Penalty: 4651.012207
	Iteration 35Q: 3 clusters Score -961032.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -961033.500000 Penalty: 4651.012207
	Iteration 36Q: 3 clusters Score -961033.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -961032.687500 Penalty: 4651.012207
	Iteration 37Q: 3 clusters Score -961032.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -961033.937500 Penalty: 4651.012207
	Iteration 38Q: 3 clusters Score -961033.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -961034.625000 Penalty: 4651.012207
	Iteration 39Q: 3 clusters Score -961034.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -961038.875000 Penalty: 4651.012207
	Iteration 40F: 3 clusters Score -961038.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -961037.687500 Penalty: 4651.012207
	Iteration 41Q: 3 clusters Score -961037.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -961037.250000 Penalty: 4651.012207
	Iteration 42Q: 3 clusters Score -961037.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -961038.187500 Penalty: 4651.012207
	Iteration 43Q: 3 clusters Score -961038.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -961041.062500 Penalty: 4651.012207
	Iteration 44Q: 3 clusters Score -961041.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -961044.937500 Penalty: 4651.012207
	Iteration 45Q: 3 clusters Score -961044.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -961044.375000 Penalty: 4651.012207
	Iteration 46Q: 3 clusters Score -961044.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -961043.687500 Penalty: 4651.012207
	Iteration 47Q: 3 clusters Score -961043.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -961043.687500 Penalty: 4651.012207
	Iteration 48F: 3 clusters Score -961043.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Entering Unmasked Estep 
Score: -146342.796875 Penalty: 1915.553223
	Iteration 0F: 2 clusters Score -146342.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -143579.937500 Penalty: 3831.106445
	Iteration 0F: 3 clusters Score -143579.9 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -144283.328125 Penalty: 3831.106445
	Iteration 1F: 3 clusters Score -144283.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -144523.218750 Penalty: 3831.106445
	Iteration 2F: 3 clusters Score -144523.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -144689.953125 Penalty: 3831.106445
	Iteration 3F: 3 clusters Score -144690 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -144807.875000 Penalty: 3831.106445
	Iteration 4Q: 3 clusters Score -144807.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -144909.453125 Penalty: 3831.106445
	Iteration 5Q: 3 clusters Score -144909.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -144979.109375 Penalty: 3831.106445
	Iteration 6Q: 3 clusters Score -144979.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -145022.171875 Penalty: 3831.106445
	Iteration 7Q: 3 clusters Score -145022.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -145068.578125 Penalty: 3831.106445
	Iteration 8Q: 3 clusters Score -145068.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -145109.125000 Penalty: 3831.106445
	Iteration 9Q: 3 clusters Score -145109.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -145144.765625 Penalty: 3831.106445
	Iteration 10Q: 3 clusters Score -145144.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -145173.765625 Penalty: 3831.106445
	Iteration 11Q: 3 clusters Score -145173.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -145192.281250 Penalty: 3831.106445
	Iteration 12Q: 3 clusters Score -145192.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -145210.421875 Penalty: 3831.106445
	Iteration 13Q: 3 clusters Score -145210.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -145223.609375 Penalty: 3831.106445
	Iteration 14Q: 3 clusters Score -145223.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -145236.265625 Penalty: 3831.106445
	Iteration 15Q: 3 clusters Score -145236.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -145248.109375 Penalty: 3831.106445
	Iteration 16Q: 3 clusters Score -145248.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -145261.796875 Penalty: 3831.106445
	Iteration 17Q: 3 clusters Score -145261.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -145272.640625 Penalty: 3831.106445
	Iteration 18Q: 3 clusters Score -145272.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -145297.093750 Penalty: 3831.106445
	Iteration 19Q: 3 clusters Score -145297.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -145339.968750 Penalty: 3831.106445
	Iteration 20F: 3 clusters Score -145340 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -145377.531250 Penalty: 3831.106445
	Iteration 21Q: 3 clusters Score -145377.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -145416.328125 Penalty: 3831.106445
	Iteration 22Q: 3 clusters Score -145416.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -145441.218750 Penalty: 3831.106445
	Iteration 23Q: 3 clusters Score -145441.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -145468.734375 Penalty: 3831.106445
	Iteration 24Q: 3 clusters Score -145468.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -145491.515625 Penalty: 3831.106445
	Iteration 25Q: 3 clusters Score -145491.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -145509.015625 Penalty: 3831.106445
	Iteration 26Q: 3 clusters Score -145509 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -145521.406250 Penalty: 3831.106445
	Iteration 27Q: 3 clusters Score -145521.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -145531.015625 Penalty: 3831.106445
	Iteration 28Q: 3 clusters Score -145531 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -145535.843750 Penalty: 3831.106445
	Iteration 29Q: 3 clusters Score -145535.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -145542.062500 Penalty: 3831.106445
	Iteration 30Q: 3 clusters Score -145542.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -145549.031250 Penalty: 3831.106445
	Iteration 31Q: 3 clusters Score -145549 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -145555.156250 Penalty: 3831.106445
	Iteration 32Q: 3 clusters Score -145555.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -145560.531250 Penalty: 3831.106445
	Iteration 33Q: 3 clusters Score -145560.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -145565.281250 Penalty: 3831.106445
	Iteration 34Q: 3 clusters Score -145565.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -145569.875000 Penalty: 3831.106445
	Iteration 35Q: 3 clusters Score -145569.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -145573.234375 Penalty: 3831.106445
	Iteration 36Q: 3 clusters Score -145573.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -145580.500000 Penalty: 3831.106445
	Iteration 37Q: 3 clusters Score -145580.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -145586.640625 Penalty: 3831.106445
	Iteration 38Q: 3 clusters Score -145586.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -145591.656250 Penalty: 3831.106445
	Iteration 39Q: 3 clusters Score -145591.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -145601.468750 Penalty: 3831.106445
	Iteration 40F: 3 clusters Score -145601.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -145611.109375 Penalty: 3831.106445
	Iteration 41Q: 3 clusters Score -145611.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -145619.359375 Penalty: 3831.106445
	Iteration 42Q: 3 clusters Score -145619.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -145628.562500 Penalty: 3831.106445
	Iteration 43Q: 3 clusters Score -145628.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -145637.406250 Penalty: 3831.106445
	Iteration 44Q: 3 clusters Score -145637.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -145650.203125 Penalty: 3831.106445
	Iteration 45Q: 3 clusters Score -145650.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -145677.359375 Penalty: 3831.106445
	Iteration 46Q: 3 clusters Score -145677.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -145697.234375 Penalty: 3831.106445
	Iteration 47Q: 3 clusters Score -145697.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -145730.140625 Penalty: 3831.106445
	Iteration 48Q: 3 clusters Score -145730.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -145771.562500 Penalty: 3831.106445
	Iteration 49Q: 3 clusters Score -145771.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -145795.640625 Penalty: 3831.106445
	Iteration 50Q: 3 clusters Score -145795.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -145813.828125 Penalty: 3831.106445
	Iteration 51Q: 3 clusters Score -145813.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -145821.765625 Penalty: 3831.106445
	Iteration 52Q: 3 clusters Score -145821.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -145828.015625 Penalty: 3831.106445
	Iteration 53Q: 3 clusters Score -145828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -145832.843750 Penalty: 3831.106445
	Iteration 54Q: 3 clusters Score -145832.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -145837.140625 Penalty: 3831.106445
	Iteration 55Q: 3 clusters Score -145837.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -145840.625000 Penalty: 3831.106445
	Iteration 56Q: 3 clusters Score -145840.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -145843.890625 Penalty: 3831.106445
	Iteration 57Q: 3 clusters Score -145843.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -145845.000000 Penalty: 3831.106445
	Iteration 58Q: 3 clusters Score -145845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -145846.562500 Penalty: 3831.106445
	Iteration 59Q: 3 clusters Score -145846.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -145848.000000 Penalty: 3831.106445
	Iteration 60F: 3 clusters Score -145848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -145852.593750 Penalty: 3831.106445
	Iteration 61Q: 3 clusters Score -145852.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -145856.062500 Penalty: 3831.106445
	Iteration 62Q: 3 clusters Score -145856.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -145860.625000 Penalty: 3831.106445
	Iteration 63Q: 3 clusters Score -145860.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -145866.859375 Penalty: 3831.106445
	Iteration 64Q: 3 clusters Score -145866.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -145869.546875 Penalty: 3831.106445
	Iteration 65Q: 3 clusters Score -145869.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -145869.546875 Penalty: 3831.106445
	Iteration 66F: 3 clusters Score -145869.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (71018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71018 members 
Entering Unmasked Estep 
Score: -5584174.500000 Penalty: 2770.330811
	Iteration 0F: 2 clusters Score -5584174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35617 members 
Mstep: Class 2 contains 35401 members 
Entering Unmasked Estep 
Score: -5536620.500000 Penalty: 5540.661621
	Iteration 0F: 3 clusters Score -5536620 nChanged 33105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36902 members 
Mstep: Class 2 contains 34116 members 
Entering Unmasked Estep 
Score: -5555135.500000 Penalty: 5540.661621
	Iteration 1F: 3 clusters Score -5555136 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37756 members 
Mstep: Class 2 contains 33262 members 
Entering Unmasked Estep 
Score: -5555937.000000 Penalty: 5540.661621
	Iteration 2Q: 3 clusters Score -5555937 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38956 members 
Mstep: Class 2 contains 32062 members 
Entering Unmasked Estep 
Score: -5556797.500000 Penalty: 5540.661621
	Iteration 3Q: 3 clusters Score -5556798 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40682 members 
Mstep: Class 2 contains 30336 members 
Entering Unmasked Estep 
Score: -5558049.500000 Penalty: 5540.661621
	Iteration 4Q: 3 clusters Score -5558050 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43132 members 
Mstep: Class 2 contains 27886 members 
Entering Unmasked Estep 
Score: -5559826.500000 Penalty: 5540.661621
	Iteration 5F: 3 clusters Score -5559826 nChanged 4141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46199 members 
Mstep: Class 2 contains 24819 members 
Entering Unmasked Estep 
Score: -5562077.500000 Penalty: 5540.661621
	Iteration 6F: 3 clusters Score -5562078 nChanged 4534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49901 members 
Mstep: Class 2 contains 21117 members 
Entering Unmasked Estep 
Score: -5565006.500000 Penalty: 5540.661621
	Iteration 7F: 3 clusters Score -5565006 nChanged 4522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53807 members 
Mstep: Class 2 contains 17211 members 
Entering Unmasked Estep 
Score: -5568158.500000 Penalty: 5540.661621
	Iteration 8F: 3 clusters Score -5568158 nChanged 4077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57440 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -5570990.000000 Penalty: 5540.661621
	Iteration 9F: 3 clusters Score -5570990 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60548 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -5573384.500000 Penalty: 5540.661621
	Iteration 10Q: 3 clusters Score -5573384 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63128 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -5575490.000000 Penalty: 5540.661621
	Iteration 11Q: 3 clusters Score -5575490 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65135 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -5577225.000000 Penalty: 5540.661621
	Iteration 12Q: 3 clusters Score -5577225 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66691 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -5578636.000000 Penalty: 5540.661621
	Iteration 13Q: 3 clusters Score -5578636 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67741 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -5579551.000000 Penalty: 5540.661621
	Iteration 14Q: 3 clusters Score -5579551 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68462 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -5580158.000000 Penalty: 5540.661621
	Iteration 15Q: 3 clusters Score -5580158 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68945 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -5580600.000000 Penalty: 5540.661621
	Iteration 16Q: 3 clusters Score -5580600 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69286 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -5580871.000000 Penalty: 5540.661621
	Iteration 17Q: 3 clusters Score -5580871 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69524 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -5581070.000000 Penalty: 5540.661621
	Iteration 18Q: 3 clusters Score -5581070 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69728 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -5581210.500000 Penalty: 5540.661621
	Iteration 19Q: 3 clusters Score -5581210 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69869 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -5581343.500000 Penalty: 5540.661621
	Iteration 20F: 3 clusters Score -5581344 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69984 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -5581433.000000 Penalty: 5540.661621
	Iteration 21Q: 3 clusters Score -5581433 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70066 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -5581510.500000 Penalty: 5540.661621
	Iteration 22Q: 3 clusters Score -5581510 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70115 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -5581543.000000 Penalty: 5540.661621
	Iteration 23Q: 3 clusters Score -5581543 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70163 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -5581574.500000 Penalty: 5540.661621
	Iteration 24Q: 3 clusters Score -5581574 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70202 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -5581606.500000 Penalty: 5540.661621
	Iteration 25Q: 3 clusters Score -5581606 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70235 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -5581629.500000 Penalty: 5540.661621
	Iteration 26Q: 3 clusters Score -5581630 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70267 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -5581652.000000 Penalty: 5540.661621
	Iteration 27Q: 3 clusters Score -5581652 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70295 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -5581667.000000 Penalty: 5540.661621
	Iteration 28Q: 3 clusters Score -5581667 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70307 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -5581673.500000 Penalty: 5540.661621
	Iteration 29Q: 3 clusters Score -5581674 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70313 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -5581683.500000 Penalty: 5540.661621
	Iteration 30Q: 3 clusters Score -5581684 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70321 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -5581692.500000 Penalty: 5540.661621
	Iteration 31Q: 3 clusters Score -5581692 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70334 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -5581701.000000 Penalty: 5540.661621
	Iteration 32Q: 3 clusters Score -5581701 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70344 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -5581705.000000 Penalty: 5540.661621
	Iteration 33Q: 3 clusters Score -5581705 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70353 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -5581709.000000 Penalty: 5540.661621
	Iteration 34Q: 3 clusters Score -5581709 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70361 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -5581719.000000 Penalty: 5540.661621
	Iteration 35Q: 3 clusters Score -5581719 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70371 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -5581729.500000 Penalty: 5540.661621
	Iteration 36Q: 3 clusters Score -5581730 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70377 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -5581735.500000 Penalty: 5540.661621
	Iteration 37Q: 3 clusters Score -5581736 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70380 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -5581745.500000 Penalty: 5540.661621
	Iteration 38Q: 3 clusters Score -5581746 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70383 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -5581748.500000 Penalty: 5540.661621
	Iteration 39Q: 3 clusters Score -5581748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70386 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -5581754.000000 Penalty: 5540.661621
	Iteration 40F: 3 clusters Score -5581754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70391 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -5581750.000000 Penalty: 5540.661621
	Iteration 41Q: 3 clusters Score -5581750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70398 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -5581755.500000 Penalty: 5540.661621
	Iteration 42Q: 3 clusters Score -5581756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70401 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -5581757.500000 Penalty: 5540.661621
	Iteration 43Q: 3 clusters Score -5581758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70401 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -5581759.000000 Penalty: 5540.661621
	Iteration 44Q: 3 clusters Score -5581759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70403 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -5581758.000000 Penalty: 5540.661621
	Iteration 45Q: 3 clusters Score -5581758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70401 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -5581758.000000 Penalty: 5540.661621
	Iteration 46Q: 3 clusters Score -5581758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70400 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -5581764.000000 Penalty: 5540.661621
	Iteration 47Q: 3 clusters Score -5581764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70400 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -5581764.000000 Penalty: 5540.661621
	Iteration 48F: 3 clusters Score -5581764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (17332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17332 members 
Entering Unmasked Estep 
Score: -1375081.375000 Penalty: 2420.556885
	Iteration 0F: 2 clusters Score -1375081 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -1362833.125000 Penalty: 4841.113770
	Iteration 0F: 3 clusters Score -1362833 nChanged 7533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -1366892.625000 Penalty: 4841.113770
	Iteration 1F: 3 clusters Score -1366893 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1367348.750000 Penalty: 4841.113770
	Iteration 2F: 3 clusters Score -1367349 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -1367824.125000 Penalty: 4841.113770
	Iteration 3F: 3 clusters Score -1367824 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -1368297.500000 Penalty: 4841.113770
	Iteration 4F: 3 clusters Score -1368298 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -1368803.250000 Penalty: 4841.113770
	Iteration 5F: 3 clusters Score -1368803 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -1369287.000000 Penalty: 4841.113770
	Iteration 6F: 3 clusters Score -1369287 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -1369773.375000 Penalty: 4841.113770
	Iteration 7Q: 3 clusters Score -1369773 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -1370319.000000 Penalty: 4841.113770
	Iteration 8Q: 3 clusters Score -1370319 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -1370908.000000 Penalty: 4841.113770
	Iteration 9Q: 3 clusters Score -1370908 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -1371557.250000 Penalty: 4841.113770
	Iteration 10Q: 3 clusters Score -1371557 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -1372097.250000 Penalty: 4841.113770
	Iteration 11Q: 3 clusters Score -1372097 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -1372484.375000 Penalty: 4841.113770
	Iteration 12Q: 3 clusters Score -1372484 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -1372728.750000 Penalty: 4841.113770
	Iteration 13Q: 3 clusters Score -1372729 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -1372862.250000 Penalty: 4841.113770
	Iteration 14Q: 3 clusters Score -1372862 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -1372972.375000 Penalty: 4841.113770
	Iteration 15Q: 3 clusters Score -1372972 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -1373057.000000 Penalty: 4841.113770
	Iteration 16Q: 3 clusters Score -1373057 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -1373115.500000 Penalty: 4841.113770
	Iteration 17Q: 3 clusters Score -1373116 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -1373179.000000 Penalty: 4841.113770
	Iteration 18Q: 3 clusters Score -1373179 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -1373236.625000 Penalty: 4841.113770
	Iteration 19Q: 3 clusters Score -1373237 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -1373271.625000 Penalty: 4841.113770
	Iteration 20F: 3 clusters Score -1373272 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -1373295.375000 Penalty: 4841.113770
	Iteration 21Q: 3 clusters Score -1373295 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -1373314.625000 Penalty: 4841.113770
	Iteration 22Q: 3 clusters Score -1373315 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 14923 members 
Entering Unmasked Estep 
Score: -1373344.000000 Penalty: 4841.113770
	Iteration 23Q: 3 clusters Score -1373344 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -1373375.250000 Penalty: 4841.113770
	Iteration 24Q: 3 clusters Score -1373375 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 15054 members 
Entering Unmasked Estep 
Score: -1373412.750000 Penalty: 4841.113770
	Iteration 25Q: 3 clusters Score -1373413 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -1373438.250000 Penalty: 4841.113770
	Iteration 26Q: 3 clusters Score -1373438 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
Score: -1373461.500000 Penalty: 4841.113770
	Iteration 27Q: 3 clusters Score -1373462 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -1373480.375000 Penalty: 4841.113770
	Iteration 28Q: 3 clusters Score -1373480 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -1373493.875000 Penalty: 4841.113770
	Iteration 29Q: 3 clusters Score -1373494 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 15300 members 
Entering Unmasked Estep 
Score: -1373503.125000 Penalty: 4841.113770
	Iteration 30Q: 3 clusters Score -1373503 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -1373509.750000 Penalty: 4841.113770
	Iteration 31Q: 3 clusters Score -1373510 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -1373520.875000 Penalty: 4841.113770
	Iteration 32Q: 3 clusters Score -1373521 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 15358 members 
Entering Unmasked Estep 
Score: -1373525.125000 Penalty: 4841.113770
	Iteration 33Q: 3 clusters Score -1373525 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -1373534.625000 Penalty: 4841.113770
	Iteration 34Q: 3 clusters Score -1373535 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 15398 members 
Entering Unmasked Estep 
Score: -1373538.875000 Penalty: 4841.113770
	Iteration 35Q: 3 clusters Score -1373539 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
Score: -1373540.875000 Penalty: 4841.113770
	Iteration 36Q: 3 clusters Score -1373541 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 15440 members 
Entering Unmasked Estep 
Score: -1373546.250000 Penalty: 4841.113770
	Iteration 37Q: 3 clusters Score -1373546 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -1373551.000000 Penalty: 4841.113770
	Iteration 38Q: 3 clusters Score -1373551 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -1373552.750000 Penalty: 4841.113770
	Iteration 39Q: 3 clusters Score -1373553 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 15480 members 
Entering Unmasked Estep 
Score: -1373557.875000 Penalty: 4841.113770
	Iteration 40F: 3 clusters Score -1373558 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 15488 members 
Entering Unmasked Estep 
Score: -1373560.750000 Penalty: 4841.113770
	Iteration 41Q: 3 clusters Score -1373561 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -1373561.375000 Penalty: 4841.113770
	Iteration 42Q: 3 clusters Score -1373561 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 15500 members 
Entering Unmasked Estep 
Score: -1373563.000000 Penalty: 4841.113770
	Iteration 43Q: 3 clusters Score -1373563 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -1373564.625000 Penalty: 4841.113770
	Iteration 44Q: 3 clusters Score -1373565 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 15510 members 
Entering Unmasked Estep 
Score: -1373567.125000 Penalty: 4841.113770
	Iteration 45Q: 3 clusters Score -1373567 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -1373568.125000 Penalty: 4841.113770
	Iteration 46Q: 3 clusters Score -1373568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 15515 members 
Entering Unmasked Estep 
Score: -1373566.375000 Penalty: 4841.113770
	Iteration 47Q: 3 clusters Score -1373566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -1373566.625000 Penalty: 4841.113770
	Iteration 48Q: 3 clusters Score -1373567 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 15525 members 
Entering Unmasked Estep 
Score: -1373572.125000 Penalty: 4841.113770
	Iteration 49Q: 3 clusters Score -1373572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -1373571.125000 Penalty: 4841.113770
	Iteration 50Q: 3 clusters Score -1373571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -1373569.375000 Penalty: 4841.113770
	Iteration 51Q: 3 clusters Score -1373569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -1373568.750000 Penalty: 4841.113770
	Iteration 52Q: 3 clusters Score -1373569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 15533 members 
Entering Unmasked Estep 
Score: -1373566.375000 Penalty: 4841.113770
	Iteration 53Q: 3 clusters Score -1373566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 15533 members 
Entering Unmasked Estep 
Score: -1373566.375000 Penalty: 4841.113770
	Iteration 54F: 3 clusters Score -1373566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (152099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152099 members 
Entering Unmasked Estep 
Score: -12195569.000000 Penalty: 2959.207275
	Iteration 0F: 2 clusters Score -1.219557e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75976 members 
Mstep: Class 2 contains 76123 members 
Entering Unmasked Estep 
Score: -12093581.000000 Penalty: 5918.414551
	Iteration 0F: 3 clusters Score -1.209358e+07 nChanged 72613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75631 members 
Mstep: Class 2 contains 76468 members 
Entering Unmasked Estep 
Score: -12135740.000000 Penalty: 5918.414551
	Iteration 1F: 3 clusters Score -1.213574e+07 nChanged 4374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75583 members 
Mstep: Class 2 contains 76516 members 
Entering Unmasked Estep 
Score: -12136618.000000 Penalty: 5918.414551
	Iteration 2Q: 3 clusters Score -1.213662e+07 nChanged 4515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75542 members 
Mstep: Class 2 contains 76557 members 
Entering Unmasked Estep 
Score: -12137840.000000 Penalty: 5918.414551
	Iteration 3Q: 3 clusters Score -1.213784e+07 nChanged 4828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75648 members 
Mstep: Class 2 contains 76451 members 
Entering Unmasked Estep 
Score: -12138992.000000 Penalty: 5918.414551
	Iteration 4Q: 3 clusters Score -1.213899e+07 nChanged 5072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75884 members 
Mstep: Class 2 contains 76215 members 
Entering Unmasked Estep 
Score: -12140511.000000 Penalty: 5918.414551
	Iteration 5Q: 3 clusters Score -1.214051e+07 nChanged 5718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76478 members 
Mstep: Class 2 contains 75621 members 
Entering Unmasked Estep 
Score: -12142285.000000 Penalty: 5918.414551
	Iteration 6Q: 3 clusters Score -1.214228e+07 nChanged 6426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77642 members 
Mstep: Class 2 contains 74457 members 
Entering Unmasked Estep 
Score: -12144663.000000 Penalty: 5918.414551
	Iteration 7Q: 3 clusters Score -1.214466e+07 nChanged 7171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79399 members 
Mstep: Class 2 contains 72700 members 
Entering Unmasked Estep 
Score: -12147844.000000 Penalty: 5918.414551
	Iteration 8Q: 3 clusters Score -1.214784e+07 nChanged 7728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81653 members 
Mstep: Class 2 contains 70446 members 
Entering Unmasked Estep 
Score: -12151274.000000 Penalty: 5918.414551
	Iteration 9F: 3 clusters Score -1.215127e+07 nChanged 7890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84313 members 
Mstep: Class 2 contains 67786 members 
Entering Unmasked Estep 
Score: -12154683.000000 Penalty: 5918.414551
	Iteration 10F: 3 clusters Score -1.215468e+07 nChanged 7345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86980 members 
Mstep: Class 2 contains 65119 members 
Entering Unmasked Estep 
Score: -12157794.000000 Penalty: 5918.414551
	Iteration 11Q: 3 clusters Score -1.215779e+07 nChanged 6435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89777 members 
Mstep: Class 2 contains 62322 members 
Entering Unmasked Estep 
Score: -12160311.000000 Penalty: 5918.414551
	Iteration 12Q: 3 clusters Score -1.216031e+07 nChanged 5237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92630 members 
Mstep: Class 2 contains 59469 members 
Entering Unmasked Estep 
Score: -12162038.000000 Penalty: 5918.414551
	Iteration 13Q: 3 clusters Score -1.216204e+07 nChanged 4352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95726 members 
Mstep: Class 2 contains 56373 members 
Entering Unmasked Estep 
Score: -12163481.000000 Penalty: 5918.414551
	Iteration 14Q: 3 clusters Score -1.216348e+07 nChanged 3838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99128 members 
Mstep: Class 2 contains 52971 members 
Entering Unmasked Estep 
Score: -12164956.000000 Penalty: 5918.414551
	Iteration 15Q: 3 clusters Score -1.216496e+07 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102950 members 
Mstep: Class 2 contains 49149 members 
Entering Unmasked Estep 
Score: -12166663.000000 Penalty: 5918.414551
	Iteration 16Q: 3 clusters Score -1.216666e+07 nChanged 4357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107247 members 
Mstep: Class 2 contains 44852 members 
Entering Unmasked Estep 
Score: -12169073.000000 Penalty: 5918.414551
	Iteration 17Q: 3 clusters Score -1.216907e+07 nChanged 4562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111749 members 
Mstep: Class 2 contains 40350 members 
Entering Unmasked Estep 
Score: -12171805.000000 Penalty: 5918.414551
	Iteration 18Q: 3 clusters Score -1.21718e+07 nChanged 4457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116164 members 
Mstep: Class 2 contains 35935 members 
Entering Unmasked Estep 
Score: -12174532.000000 Penalty: 5918.414551
	Iteration 19Q: 3 clusters Score -1.217453e+07 nChanged 4234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120378 members 
Mstep: Class 2 contains 31721 members 
Entering Unmasked Estep 
Score: -12176930.000000 Penalty: 5918.414551
	Iteration 20F: 3 clusters Score -1.217693e+07 nChanged 4061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124437 members 
Mstep: Class 2 contains 27662 members 
Entering Unmasked Estep 
Score: -12179242.000000 Penalty: 5918.414551
	Iteration 21Q: 3 clusters Score -1.217924e+07 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128174 members 
Mstep: Class 2 contains 23925 members 
Entering Unmasked Estep 
Score: -12181236.000000 Penalty: 5918.414551
	Iteration 22Q: 3 clusters Score -1.218124e+07 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131691 members 
Mstep: Class 2 contains 20408 members 
Entering Unmasked Estep 
Score: -12183246.000000 Penalty: 5918.414551
	Iteration 23Q: 3 clusters Score -1.218325e+07 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134943 members 
Mstep: Class 2 contains 17156 members 
Entering Unmasked Estep 
Score: -12185066.000000 Penalty: 5918.414551
	Iteration 24Q: 3 clusters Score -1.218507e+07 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137864 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -12186831.000000 Penalty: 5918.414551
	Iteration 25Q: 3 clusters Score -1.218683e+07 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140438 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -12188483.000000 Penalty: 5918.414551
	Iteration 26Q: 3 clusters Score -1.218848e+07 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142564 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -12189773.000000 Penalty: 5918.414551
	Iteration 27Q: 3 clusters Score -1.218977e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144196 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -12190721.000000 Penalty: 5918.414551
	Iteration 28Q: 3 clusters Score -1.219072e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145455 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -12191449.000000 Penalty: 5918.414551
	Iteration 29Q: 3 clusters Score -1.219145e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146473 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -12192059.000000 Penalty: 5918.414551
	Iteration 30Q: 3 clusters Score -1.219206e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147244 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -12192536.000000 Penalty: 5918.414551
	Iteration 31Q: 3 clusters Score -1.219254e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147830 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -12192869.000000 Penalty: 5918.414551
	Iteration 32Q: 3 clusters Score -1.219287e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148278 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -12193059.000000 Penalty: 5918.414551
	Iteration 33Q: 3 clusters Score -1.219306e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148624 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -12193234.000000 Penalty: 5918.414551
	Iteration 34Q: 3 clusters Score -1.219323e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148894 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -12193353.000000 Penalty: 5918.414551
	Iteration 35Q: 3 clusters Score -1.219335e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149117 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -12193417.000000 Penalty: 5918.414551
	Iteration 36Q: 3 clusters Score -1.219342e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149278 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -12193463.000000 Penalty: 5918.414551
	Iteration 37Q: 3 clusters Score -1.219346e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149409 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -12193515.000000 Penalty: 5918.414551
	Iteration 38Q: 3 clusters Score -1.219352e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149513 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -12193526.000000 Penalty: 5918.414551
	Iteration 39Q: 3 clusters Score -1.219353e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149595 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -12193543.000000 Penalty: 5918.414551
	Iteration 40F: 3 clusters Score -1.219354e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149674 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -12193568.000000 Penalty: 5918.414551
	Iteration 41Q: 3 clusters Score -1.219357e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149734 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -12193600.000000 Penalty: 5918.414551
	Iteration 42Q: 3 clusters Score -1.21936e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149783 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -12193597.000000 Penalty: 5918.414551
	Iteration 43Q: 3 clusters Score -1.21936e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149821 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -12193601.000000 Penalty: 5918.414551
	Iteration 44Q: 3 clusters Score -1.21936e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149851 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -12193617.000000 Penalty: 5918.414551
	Iteration 45Q: 3 clusters Score -1.219362e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149884 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -12193632.000000 Penalty: 5918.414551
	Iteration 46Q: 3 clusters Score -1.219363e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149914 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -12193626.000000 Penalty: 5918.414551
	Iteration 47Q: 3 clusters Score -1.219363e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149930 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -12193631.000000 Penalty: 5918.414551
	Iteration 48Q: 3 clusters Score -1.219363e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149949 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -12193654.000000 Penalty: 5918.414551
	Iteration 49Q: 3 clusters Score -1.219365e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149964 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -12193642.000000 Penalty: 5918.414551
	Iteration 50Q: 3 clusters Score -1.219364e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149976 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -12193661.000000 Penalty: 5918.414551
	Iteration 51Q: 3 clusters Score -1.219366e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149986 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -12193666.000000 Penalty: 5918.414551
	Iteration 52Q: 3 clusters Score -1.219367e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149997 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -12193672.000000 Penalty: 5918.414551
	Iteration 53Q: 3 clusters Score -1.219367e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150007 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -12193672.000000 Penalty: 5918.414551
	Iteration 54Q: 3 clusters Score -1.219367e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150022 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -12193691.000000 Penalty: 5918.414551
	Iteration 55Q: 3 clusters Score -1.219369e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150032 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -12193681.000000 Penalty: 5918.414551
	Iteration 56Q: 3 clusters Score -1.219368e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150039 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -12193675.000000 Penalty: 5918.414551
	Iteration 57Q: 3 clusters Score -1.219368e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150042 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -12193674.000000 Penalty: 5918.414551
	Iteration 58Q: 3 clusters Score -1.219367e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150046 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -12193675.000000 Penalty: 5918.414551
	Iteration 59Q: 3 clusters Score -1.219368e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150050 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -12193679.000000 Penalty: 5918.414551
	Iteration 60F: 3 clusters Score -1.219368e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150052 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -12193673.000000 Penalty: 5918.414551
	Iteration 61Q: 3 clusters Score -1.219367e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150056 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -12193670.000000 Penalty: 5918.414551
	Iteration 62Q: 3 clusters Score -1.219367e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150059 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -12193675.000000 Penalty: 5918.414551
	Iteration 63Q: 3 clusters Score -1.219368e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150062 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -12193671.000000 Penalty: 5918.414551
	Iteration 64Q: 3 clusters Score -1.219367e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150066 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -12193677.000000 Penalty: 5918.414551
	Iteration 65Q: 3 clusters Score -1.219368e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150069 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -12193669.000000 Penalty: 5918.414551
	Iteration 66Q: 3 clusters Score -1.219367e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150075 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -12193670.000000 Penalty: 5918.414551
	Iteration 67Q: 3 clusters Score -1.219367e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150080 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -12193673.000000 Penalty: 5918.414551
	Iteration 68Q: 3 clusters Score -1.219367e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150085 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -12193666.000000 Penalty: 5918.414551
	Iteration 69Q: 3 clusters Score -1.219367e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150088 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -12193667.000000 Penalty: 5918.414551
	Iteration 70Q: 3 clusters Score -1.219367e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150092 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -12193674.000000 Penalty: 5918.414551
	Iteration 71Q: 3 clusters Score -1.219367e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150093 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -12193670.000000 Penalty: 5918.414551
	Iteration 72Q: 3 clusters Score -1.219367e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150095 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -12193672.000000 Penalty: 5918.414551
	Iteration 73Q: 3 clusters Score -1.219367e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150097 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -12193671.000000 Penalty: 5918.414551
	Iteration 74Q: 3 clusters Score -1.219367e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150098 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -12193682.000000 Penalty: 5918.414551
	Iteration 75Q: 3 clusters Score -1.219368e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150099 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -12193681.000000 Penalty: 5918.414551
	Iteration 76Q: 3 clusters Score -1.219368e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150099 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -12193681.000000 Penalty: 5918.414551
	Iteration 77F: 3 clusters Score -1.219368e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (28187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28187 members 
Entering Unmasked Estep 
Score: -2299355.000000 Penalty: 2541.160889
	Iteration 0F: 2 clusters Score -2299355 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -2280043.250000 Penalty: 5082.321777
	Iteration 0F: 3 clusters Score -2280043 nChanged 12614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 14703 members 
Entering Unmasked Estep 
Score: -2286948.750000 Penalty: 5082.321777
	Iteration 1F: 3 clusters Score -2286949 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -2287524.000000 Penalty: 5082.321777
	Iteration 2Q: 3 clusters Score -2287524 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -2288186.500000 Penalty: 5082.321777
	Iteration 3Q: 3 clusters Score -2288186 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 15165 members 
Entering Unmasked Estep 
Score: -2288943.250000 Penalty: 5082.321777
	Iteration 4F: 3 clusters Score -2288943 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 15284 members 
Entering Unmasked Estep 
Score: -2289895.750000 Penalty: 5082.321777
	Iteration 5F: 3 clusters Score -2289896 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 15339 members 
Entering Unmasked Estep 
Score: -2290873.000000 Penalty: 5082.321777
	Iteration 6F: 3 clusters Score -2290873 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
Score: -2291845.750000 Penalty: 5082.321777
	Iteration 7F: 3 clusters Score -2291846 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -2292654.500000 Penalty: 5082.321777
	Iteration 8F: 3 clusters Score -2292654 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
Score: -2293175.500000 Penalty: 5082.321777
	Iteration 9Q: 3 clusters Score -2293176 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 15470 members 
Entering Unmasked Estep 
Score: -2293501.750000 Penalty: 5082.321777
	Iteration 10Q: 3 clusters Score -2293502 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 15650 members 
Entering Unmasked Estep 
Score: -2293708.000000 Penalty: 5082.321777
	Iteration 11Q: 3 clusters Score -2293708 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 15878 members 
Entering Unmasked Estep 
Score: -2293871.000000 Penalty: 5082.321777
	Iteration 12Q: 3 clusters Score -2293871 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 16113 members 
Entering Unmasked Estep 
Score: -2293983.750000 Penalty: 5082.321777
	Iteration 13Q: 3 clusters Score -2293984 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -2294107.000000 Penalty: 5082.321777
	Iteration 14Q: 3 clusters Score -2294107 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -2294191.250000 Penalty: 5082.321777
	Iteration 15Q: 3 clusters Score -2294191 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 16915 members 
Entering Unmasked Estep 
Score: -2294303.250000 Penalty: 5082.321777
	Iteration 16Q: 3 clusters Score -2294303 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 17230 members 
Entering Unmasked Estep 
Score: -2294401.250000 Penalty: 5082.321777
	Iteration 17Q: 3 clusters Score -2294401 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 17553 members 
Entering Unmasked Estep 
Score: -2294515.750000 Penalty: 5082.321777
	Iteration 18Q: 3 clusters Score -2294516 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 17908 members 
Entering Unmasked Estep 
Score: -2294652.500000 Penalty: 5082.321777
	Iteration 19Q: 3 clusters Score -2294652 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 18233 members 
Entering Unmasked Estep 
Score: -2294752.500000 Penalty: 5082.321777
	Iteration 20F: 3 clusters Score -2294752 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 18581 members 
Entering Unmasked Estep 
Score: -2294864.000000 Penalty: 5082.321777
	Iteration 21Q: 3 clusters Score -2294864 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 18921 members 
Entering Unmasked Estep 
Score: -2294981.500000 Penalty: 5082.321777
	Iteration 22Q: 3 clusters Score -2294982 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 19256 members 
Entering Unmasked Estep 
Score: -2295085.500000 Penalty: 5082.321777
	Iteration 23Q: 3 clusters Score -2295086 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 19583 members 
Entering Unmasked Estep 
Score: -2295204.250000 Penalty: 5082.321777
	Iteration 24Q: 3 clusters Score -2295204 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 19911 members 
Entering Unmasked Estep 
Score: -2295305.750000 Penalty: 5082.321777
	Iteration 25Q: 3 clusters Score -2295306 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 20221 members 
Entering Unmasked Estep 
Score: -2295393.250000 Penalty: 5082.321777
	Iteration 26Q: 3 clusters Score -2295393 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 20492 members 
Entering Unmasked Estep 
Score: -2295481.500000 Penalty: 5082.321777
	Iteration 27Q: 3 clusters Score -2295482 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 20779 members 
Entering Unmasked Estep 
Score: -2295547.250000 Penalty: 5082.321777
	Iteration 28Q: 3 clusters Score -2295547 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 21054 members 
Entering Unmasked Estep 
Score: -2295637.000000 Penalty: 5082.321777
	Iteration 29Q: 3 clusters Score -2295637 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 21318 members 
Entering Unmasked Estep 
Score: -2295708.250000 Penalty: 5082.321777
	Iteration 30Q: 3 clusters Score -2295708 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 21592 members 
Entering Unmasked Estep 
Score: -2295794.000000 Penalty: 5082.321777
	Iteration 31Q: 3 clusters Score -2295794 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 21897 members 
Entering Unmasked Estep 
Score: -2295891.750000 Penalty: 5082.321777
	Iteration 32Q: 3 clusters Score -2295892 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 22164 members 
Entering Unmasked Estep 
Score: -2295959.250000 Penalty: 5082.321777
	Iteration 33Q: 3 clusters Score -2295959 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 22453 members 
Entering Unmasked Estep 
Score: -2296027.250000 Penalty: 5082.321777
	Iteration 34Q: 3 clusters Score -2296027 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 22716 members 
Entering Unmasked Estep 
Score: -2296106.250000 Penalty: 5082.321777
	Iteration 35Q: 3 clusters Score -2296106 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 22964 members 
Entering Unmasked Estep 
Score: -2296173.250000 Penalty: 5082.321777
	Iteration 36Q: 3 clusters Score -2296173 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 23200 members 
Entering Unmasked Estep 
Score: -2296245.250000 Penalty: 5082.321777
	Iteration 37Q: 3 clusters Score -2296245 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 23458 members 
Entering Unmasked Estep 
Score: -2296328.250000 Penalty: 5082.321777
	Iteration 38Q: 3 clusters Score -2296328 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 23703 members 
Entering Unmasked Estep 
Score: -2296401.000000 Penalty: 5082.321777
	Iteration 39Q: 3 clusters Score -2296401 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 23920 members 
Entering Unmasked Estep 
Score: -2296455.250000 Penalty: 5082.321777
	Iteration 40F: 3 clusters Score -2296455 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 24102 members 
Entering Unmasked Estep 
Score: -2296500.250000 Penalty: 5082.321777
	Iteration 41Q: 3 clusters Score -2296500 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 24285 members 
Entering Unmasked Estep 
Score: -2296545.750000 Penalty: 5082.321777
	Iteration 42Q: 3 clusters Score -2296546 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 24449 members 
Entering Unmasked Estep 
Score: -2296578.250000 Penalty: 5082.321777
	Iteration 43Q: 3 clusters Score -2296578 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 24582 members 
Entering Unmasked Estep 
Score: -2296619.250000 Penalty: 5082.321777
	Iteration 44Q: 3 clusters Score -2296619 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 24712 members 
Entering Unmasked Estep 
Score: -2296653.750000 Penalty: 5082.321777
	Iteration 45Q: 3 clusters Score -2296654 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 24839 members 
Entering Unmasked Estep 
Score: -2296683.500000 Penalty: 5082.321777
	Iteration 46Q: 3 clusters Score -2296684 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 24963 members 
Entering Unmasked Estep 
Score: -2296719.250000 Penalty: 5082.321777
	Iteration 47Q: 3 clusters Score -2296719 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 25078 members 
Entering Unmasked Estep 
Score: -2296748.750000 Penalty: 5082.321777
	Iteration 48Q: 3 clusters Score -2296749 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 25189 members 
Entering Unmasked Estep 
Score: -2296776.250000 Penalty: 5082.321777
	Iteration 49Q: 3 clusters Score -2296776 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 25295 members 
Entering Unmasked Estep 
Score: -2296812.500000 Penalty: 5082.321777
	Iteration 50Q: 3 clusters Score -2296812 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 25386 members 
Entering Unmasked Estep 
Score: -2296842.250000 Penalty: 5082.321777
	Iteration 51Q: 3 clusters Score -2296842 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 25504 members 
Entering Unmasked Estep 
Score: -2296882.250000 Penalty: 5082.321777
	Iteration 52Q: 3 clusters Score -2296882 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 25620 members 
Entering Unmasked Estep 
Score: -2296918.500000 Penalty: 5082.321777
	Iteration 53Q: 3 clusters Score -2296918 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 25706 members 
Entering Unmasked Estep 
Score: -2296942.000000 Penalty: 5082.321777
	Iteration 54Q: 3 clusters Score -2296942 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 25788 members 
Entering Unmasked Estep 
Score: -2296976.500000 Penalty: 5082.321777
	Iteration 55Q: 3 clusters Score -2296976 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 25862 members 
Entering Unmasked Estep 
Score: -2296999.250000 Penalty: 5082.321777
	Iteration 56Q: 3 clusters Score -2296999 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 25942 members 
Entering Unmasked Estep 
Score: -2297014.000000 Penalty: 5082.321777
	Iteration 57Q: 3 clusters Score -2297014 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 26012 members 
Entering Unmasked Estep 
Score: -2297039.000000 Penalty: 5082.321777
	Iteration 58Q: 3 clusters Score -2297039 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 26065 members 
Entering Unmasked Estep 
Score: -2297055.500000 Penalty: 5082.321777
	Iteration 59Q: 3 clusters Score -2297056 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 26120 members 
Entering Unmasked Estep 
Score: -2297078.250000 Penalty: 5082.321777
	Iteration 60F: 3 clusters Score -2297078 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 26171 members 
Entering Unmasked Estep 
Score: -2297097.000000 Penalty: 5082.321777
	Iteration 61Q: 3 clusters Score -2297097 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 26223 members 
Entering Unmasked Estep 
Score: -2297115.750000 Penalty: 5082.321777
	Iteration 62Q: 3 clusters Score -2297116 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 26275 members 
Entering Unmasked Estep 
Score: -2297135.750000 Penalty: 5082.321777
	Iteration 63Q: 3 clusters Score -2297136 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 26324 members 
Entering Unmasked Estep 
Score: -2297148.250000 Penalty: 5082.321777
	Iteration 64Q: 3 clusters Score -2297148 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 26369 members 
Entering Unmasked Estep 
Score: -2297160.000000 Penalty: 5082.321777
	Iteration 65Q: 3 clusters Score -2297160 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 26398 members 
Entering Unmasked Estep 
Score: -2297174.750000 Penalty: 5082.321777
	Iteration 66Q: 3 clusters Score -2297175 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 26425 members 
Entering Unmasked Estep 
Score: -2297182.750000 Penalty: 5082.321777
	Iteration 67Q: 3 clusters Score -2297183 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 26448 members 
Entering Unmasked Estep 
Score: -2297187.000000 Penalty: 5082.321777
	Iteration 68Q: 3 clusters Score -2297187 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 26471 members 
Entering Unmasked Estep 
Score: -2297193.750000 Penalty: 5082.321777
	Iteration 69Q: 3 clusters Score -2297194 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 26486 members 
Entering Unmasked Estep 
Score: -2297194.000000 Penalty: 5082.321777
	Iteration 70Q: 3 clusters Score -2297194 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 26498 members 
Entering Unmasked Estep 
Score: -2297195.750000 Penalty: 5082.321777
	Iteration 71Q: 3 clusters Score -2297196 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 26509 members 
Entering Unmasked Estep 
Score: -2297200.750000 Penalty: 5082.321777
	Iteration 72Q: 3 clusters Score -2297201 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 26523 members 
Entering Unmasked Estep 
Score: -2297206.250000 Penalty: 5082.321777
	Iteration 73Q: 3 clusters Score -2297206 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 26538 members 
Entering Unmasked Estep 
Score: -2297209.750000 Penalty: 5082.321777
	Iteration 74Q: 3 clusters Score -2297210 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 26551 members 
Entering Unmasked Estep 
Score: -2297213.750000 Penalty: 5082.321777
	Iteration 75Q: 3 clusters Score -2297214 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 26562 members 
Entering Unmasked Estep 
Score: -2297218.750000 Penalty: 5082.321777
	Iteration 76Q: 3 clusters Score -2297219 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 26568 members 
Entering Unmasked Estep 
Score: -2297220.000000 Penalty: 5082.321777
	Iteration 77Q: 3 clusters Score -2297220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 26574 members 
Entering Unmasked Estep 
Score: -2297218.750000 Penalty: 5082.321777
	Iteration 78Q: 3 clusters Score -2297219 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 26581 members 
Entering Unmasked Estep 
Score: -2297221.500000 Penalty: 5082.321777
	Iteration 79Q: 3 clusters Score -2297222 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 26592 members 
Entering Unmasked Estep 
Score: -2297227.000000 Penalty: 5082.321777
	Iteration 80F: 3 clusters Score -2297227 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 26600 members 
Entering Unmasked Estep 
Score: -2297230.000000 Penalty: 5082.321777
	Iteration 81Q: 3 clusters Score -2297230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 26604 members 
Entering Unmasked Estep 
Score: -2297229.500000 Penalty: 5082.321777
	Iteration 82Q: 3 clusters Score -2297230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 26604 members 
Entering Unmasked Estep 
Score: -2297229.500000 Penalty: 5082.321777
	Iteration 83F: 3 clusters Score -2297230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Entering Unmasked Estep 
Score: -571440.625000 Penalty: 2219.860840
	Iteration 0F: 2 clusters Score -571440.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -565240.125000 Penalty: 4439.721680
	Iteration 0F: 3 clusters Score -565240.1 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -567134.625000 Penalty: 4439.721680
	Iteration 1F: 3 clusters Score -567134.6 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -567994.000000 Penalty: 4439.721680
	Iteration 2F: 3 clusters Score -567994 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -568891.000000 Penalty: 4439.721680
	Iteration 3F: 3 clusters Score -568891 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -569624.250000 Penalty: 4439.721680
	Iteration 4F: 3 clusters Score -569624.2 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -570102.937500 Penalty: 4439.721680
	Iteration 5F: 3 clusters Score -570102.9 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -570383.875000 Penalty: 4439.721680
	Iteration 6Q: 3 clusters Score -570383.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -570568.062500 Penalty: 4439.721680
	Iteration 7Q: 3 clusters Score -570568.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -570668.937500 Penalty: 4439.721680
	Iteration 8Q: 3 clusters Score -570668.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -570722.875000 Penalty: 4439.721680
	Iteration 9Q: 3 clusters Score -570722.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -570756.687500 Penalty: 4439.721680
	Iteration 10Q: 3 clusters Score -570756.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -570784.125000 Penalty: 4439.721680
	Iteration 11Q: 3 clusters Score -570784.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -570807.562500 Penalty: 4439.721680
	Iteration 12Q: 3 clusters Score -570807.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -570826.125000 Penalty: 4439.721680
	Iteration 13Q: 3 clusters Score -570826.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -570845.562500 Penalty: 4439.721680
	Iteration 14Q: 3 clusters Score -570845.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -570857.500000 Penalty: 4439.721680
	Iteration 15Q: 3 clusters Score -570857.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -570873.375000 Penalty: 4439.721680
	Iteration 16Q: 3 clusters Score -570873.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -570886.562500 Penalty: 4439.721680
	Iteration 17Q: 3 clusters Score -570886.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -570894.187500 Penalty: 4439.721680
	Iteration 18Q: 3 clusters Score -570894.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -570899.687500 Penalty: 4439.721680
	Iteration 19Q: 3 clusters Score -570899.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -570903.750000 Penalty: 4439.721680
	Iteration 20F: 3 clusters Score -570903.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -570906.312500 Penalty: 4439.721680
	Iteration 21Q: 3 clusters Score -570906.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -570907.625000 Penalty: 4439.721680
	Iteration 22Q: 3 clusters Score -570907.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -570908.625000 Penalty: 4439.721680
	Iteration 23Q: 3 clusters Score -570908.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -570913.125000 Penalty: 4439.721680
	Iteration 24Q: 3 clusters Score -570913.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -570915.750000 Penalty: 4439.721680
	Iteration 25Q: 3 clusters Score -570915.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -570917.000000 Penalty: 4439.721680
	Iteration 26Q: 3 clusters Score -570917 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -570918.750000 Penalty: 4439.721680
	Iteration 27Q: 3 clusters Score -570918.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -570920.437500 Penalty: 4439.721680
	Iteration 28Q: 3 clusters Score -570920.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -570922.875000 Penalty: 4439.721680
	Iteration 29Q: 3 clusters Score -570922.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -570924.062500 Penalty: 4439.721680
	Iteration 30Q: 3 clusters Score -570924.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -570925.812500 Penalty: 4439.721680
	Iteration 31Q: 3 clusters Score -570925.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -570928.625000 Penalty: 4439.721680
	Iteration 32Q: 3 clusters Score -570928.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -570929.625000 Penalty: 4439.721680
	Iteration 33Q: 3 clusters Score -570929.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -570932.375000 Penalty: 4439.721680
	Iteration 34Q: 3 clusters Score -570932.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -570932.250000 Penalty: 4439.721680
	Iteration 35Q: 3 clusters Score -570932.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -570932.937500 Penalty: 4439.721680
	Iteration 36Q: 3 clusters Score -570932.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -570932.250000 Penalty: 4439.721680
	Iteration 37Q: 3 clusters Score -570932.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -570932.687500 Penalty: 4439.721680
	Iteration 38Q: 3 clusters Score -570932.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -570934.187500 Penalty: 4439.721680
	Iteration 39Q: 3 clusters Score -570934.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -570934.812500 Penalty: 4439.721680
	Iteration 40F: 3 clusters Score -570934.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -570935.375000 Penalty: 4439.721680
	Iteration 41Q: 3 clusters Score -570935.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -570937.625000 Penalty: 4439.721680
	Iteration 42Q: 3 clusters Score -570937.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -570937.687500 Penalty: 4439.721680
	Iteration 43Q: 3 clusters Score -570937.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -570939.687500 Penalty: 4439.721680
	Iteration 44Q: 3 clusters Score -570939.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -570937.875000 Penalty: 4439.721680
	Iteration 45Q: 3 clusters Score -570937.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -570937.875000 Penalty: 4439.721680
	Iteration 46F: 3 clusters Score -570937.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Entering Unmasked Estep 
Score: -755852.500000 Penalty: 2285.672607
	Iteration 0F: 2 clusters Score -755852.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -748127.687500 Penalty: 4571.345215
	Iteration 0F: 3 clusters Score -748127.7 nChanged 4225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -750848.937500 Penalty: 4571.345215
	Iteration 1F: 3 clusters Score -750848.9 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -751746.062500 Penalty: 4571.345215
	Iteration 2F: 3 clusters Score -751746.1 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -752669.500000 Penalty: 4571.345215
	Iteration 3F: 3 clusters Score -752669.5 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -753552.062500 Penalty: 4571.345215
	Iteration 4F: 3 clusters Score -753552.1 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -754233.812500 Penalty: 4571.345215
	Iteration 5F: 3 clusters Score -754233.8 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -754690.437500 Penalty: 4571.345215
	Iteration 6F: 3 clusters Score -754690.4 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -754968.000000 Penalty: 4571.345215
	Iteration 7Q: 3 clusters Score -754968 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -755128.437500 Penalty: 4571.345215
	Iteration 8Q: 3 clusters Score -755128.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -755223.000000 Penalty: 4571.345215
	Iteration 9Q: 3 clusters Score -755223 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -755300.812500 Penalty: 4571.345215
	Iteration 10Q: 3 clusters Score -755300.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -755363.375000 Penalty: 4571.345215
	Iteration 11Q: 3 clusters Score -755363.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -755416.812500 Penalty: 4571.345215
	Iteration 12Q: 3 clusters Score -755416.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -755458.187500 Penalty: 4571.345215
	Iteration 13Q: 3 clusters Score -755458.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -755506.687500 Penalty: 4571.345215
	Iteration 14Q: 3 clusters Score -755506.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -755550.687500 Penalty: 4571.345215
	Iteration 15Q: 3 clusters Score -755550.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -755580.312500 Penalty: 4571.345215
	Iteration 16Q: 3 clusters Score -755580.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -755601.250000 Penalty: 4571.345215
	Iteration 17Q: 3 clusters Score -755601.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -755613.812500 Penalty: 4571.345215
	Iteration 18Q: 3 clusters Score -755613.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -755627.750000 Penalty: 4571.345215
	Iteration 19Q: 3 clusters Score -755627.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -755633.125000 Penalty: 4571.345215
	Iteration 20F: 3 clusters Score -755633.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -755637.875000 Penalty: 4571.345215
	Iteration 21Q: 3 clusters Score -755637.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -755637.687500 Penalty: 4571.345215
	Iteration 22Q: 3 clusters Score -755637.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -755643.812500 Penalty: 4571.345215
	Iteration 23Q: 3 clusters Score -755643.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -755645.312500 Penalty: 4571.345215
	Iteration 24Q: 3 clusters Score -755645.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -755647.437500 Penalty: 4571.345215
	Iteration 25Q: 3 clusters Score -755647.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -755646.125000 Penalty: 4571.345215
	Iteration 26Q: 3 clusters Score -755646.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -755646.062500 Penalty: 4571.345215
	Iteration 27Q: 3 clusters Score -755646.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -755648.125000 Penalty: 4571.345215
	Iteration 28Q: 3 clusters Score -755648.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -755648.125000 Penalty: 4571.345215
	Iteration 29F: 3 clusters Score -755648.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Entering Unmasked Estep 
Score: -197679.515625 Penalty: 1939.767578
	Iteration 0F: 2 clusters Score -197679.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -194706.906250 Penalty: 3879.535156
	Iteration 0F: 3 clusters Score -194706.9 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -195243.453125 Penalty: 3879.535156
	Iteration 1F: 3 clusters Score -195243.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -195372.343750 Penalty: 3879.535156
	Iteration 2F: 3 clusters Score -195372.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -195433.968750 Penalty: 3879.535156
	Iteration 3Q: 3 clusters Score -195434 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -195468.703125 Penalty: 3879.535156
	Iteration 4Q: 3 clusters Score -195468.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -195496.734375 Penalty: 3879.535156
	Iteration 5Q: 3 clusters Score -195496.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -195523.875000 Penalty: 3879.535156
	Iteration 6Q: 3 clusters Score -195523.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -195544.343750 Penalty: 3879.535156
	Iteration 7Q: 3 clusters Score -195544.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -195561.640625 Penalty: 3879.535156
	Iteration 8Q: 3 clusters Score -195561.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -195573.250000 Penalty: 3879.535156
	Iteration 9Q: 3 clusters Score -195573.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -195582.812500 Penalty: 3879.535156
	Iteration 10Q: 3 clusters Score -195582.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -195590.015625 Penalty: 3879.535156
	Iteration 11Q: 3 clusters Score -195590 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -195595.125000 Penalty: 3879.535156
	Iteration 12Q: 3 clusters Score -195595.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -195599.296875 Penalty: 3879.535156
	Iteration 13Q: 3 clusters Score -195599.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -195602.218750 Penalty: 3879.535156
	Iteration 14Q: 3 clusters Score -195602.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -195604.171875 Penalty: 3879.535156
	Iteration 15Q: 3 clusters Score -195604.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -195606.265625 Penalty: 3879.535156
	Iteration 16Q: 3 clusters Score -195606.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -195609.640625 Penalty: 3879.535156
	Iteration 17Q: 3 clusters Score -195609.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -195613.000000 Penalty: 3879.535156
	Iteration 18Q: 3 clusters Score -195613 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -195620.812500 Penalty: 3879.535156
	Iteration 19Q: 3 clusters Score -195620.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -195626.375000 Penalty: 3879.535156
	Iteration 20F: 3 clusters Score -195626.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -195629.593750 Penalty: 3879.535156
	Iteration 21Q: 3 clusters Score -195629.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -195632.031250 Penalty: 3879.535156
	Iteration 22Q: 3 clusters Score -195632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -195634.375000 Penalty: 3879.535156
	Iteration 23Q: 3 clusters Score -195634.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -195636.109375 Penalty: 3879.535156
	Iteration 24Q: 3 clusters Score -195636.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -195638.625000 Penalty: 3879.535156
	Iteration 25Q: 3 clusters Score -195638.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -195640.656250 Penalty: 3879.535156
	Iteration 26Q: 3 clusters Score -195640.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -195642.937500 Penalty: 3879.535156
	Iteration 27Q: 3 clusters Score -195642.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -195644.296875 Penalty: 3879.535156
	Iteration 28Q: 3 clusters Score -195644.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -195645.031250 Penalty: 3879.535156
	Iteration 29Q: 3 clusters Score -195645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -195645.421875 Penalty: 3879.535156
	Iteration 30Q: 3 clusters Score -195645.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -195645.421875 Penalty: 3879.535156
	Iteration 31F: 3 clusters Score -195645.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (44924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44924 members 
Entering Unmasked Estep 
Score: -3651167.250000 Penalty: 2656.756348
	Iteration 0F: 2 clusters Score -3651167 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22301 members 
Mstep: Class 2 contains 22623 members 
Entering Unmasked Estep 
Score: -3620874.000000 Penalty: 5313.512695
	Iteration 0F: 3 clusters Score -3620874 nChanged 20567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20760 members 
Mstep: Class 2 contains 24164 members 
Entering Unmasked Estep 
Score: -3632643.250000 Penalty: 5313.512695
	Iteration 1F: 3 clusters Score -3632643 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19675 members 
Mstep: Class 2 contains 25249 members 
Entering Unmasked Estep 
Score: -3633574.000000 Penalty: 5313.512695
	Iteration 2Q: 3 clusters Score -3633574 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18068 members 
Mstep: Class 2 contains 26856 members 
Entering Unmasked Estep 
Score: -3634875.000000 Penalty: 5313.512695
	Iteration 3F: 3 clusters Score -3634875 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15941 members 
Mstep: Class 2 contains 28983 members 
Entering Unmasked Estep 
Score: -3636644.500000 Penalty: 5313.512695
	Iteration 4F: 3 clusters Score -3636644 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 31517 members 
Entering Unmasked Estep 
Score: -3638826.250000 Penalty: 5313.512695
	Iteration 5F: 3 clusters Score -3638826 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 34326 members 
Entering Unmasked Estep 
Score: -3641260.750000 Penalty: 5313.512695
	Iteration 6F: 3 clusters Score -3641261 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 37029 members 
Entering Unmasked Estep 
Score: -3643559.500000 Penalty: 5313.512695
	Iteration 7F: 3 clusters Score -3643560 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 39256 members 
Entering Unmasked Estep 
Score: -3645291.750000 Penalty: 5313.512695
	Iteration 8F: 3 clusters Score -3645292 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 40940 members 
Entering Unmasked Estep 
Score: -3646534.000000 Penalty: 5313.512695
	Iteration 9Q: 3 clusters Score -3646534 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 42138 members 
Entering Unmasked Estep 
Score: -3647350.250000 Penalty: 5313.512695
	Iteration 10Q: 3 clusters Score -3647350 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 42918 members 
Entering Unmasked Estep 
Score: -3647887.500000 Penalty: 5313.512695
	Iteration 11Q: 3 clusters Score -3647888 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 43426 members 
Entering Unmasked Estep 
Score: -3648215.500000 Penalty: 5313.512695
	Iteration 12Q: 3 clusters Score -3648216 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 43749 members 
Entering Unmasked Estep 
Score: -3648422.250000 Penalty: 5313.512695
	Iteration 13Q: 3 clusters Score -3648422 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 43940 members 
Entering Unmasked Estep 
Score: -3648556.500000 Penalty: 5313.512695
	Iteration 14Q: 3 clusters Score -3648556 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 44057 members 
Entering Unmasked Estep 
Score: -3648644.000000 Penalty: 5313.512695
	Iteration 15Q: 3 clusters Score -3648644 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 44133 members 
Entering Unmasked Estep 
Score: -3648700.250000 Penalty: 5313.512695
	Iteration 16Q: 3 clusters Score -3648700 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 44181 members 
Entering Unmasked Estep 
Score: -3648743.750000 Penalty: 5313.512695
	Iteration 17Q: 3 clusters Score -3648744 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 44221 members 
Entering Unmasked Estep 
Score: -3648780.000000 Penalty: 5313.512695
	Iteration 18Q: 3 clusters Score -3648780 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 44252 members 
Entering Unmasked Estep 
Score: -3648811.250000 Penalty: 5313.512695
	Iteration 19Q: 3 clusters Score -3648811 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 44275 members 
Entering Unmasked Estep 
Score: -3648827.500000 Penalty: 5313.512695
	Iteration 20F: 3 clusters Score -3648828 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 44285 members 
Entering Unmasked Estep 
Score: -3648832.500000 Penalty: 5313.512695
	Iteration 21Q: 3 clusters Score -3648832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 44291 members 
Entering Unmasked Estep 
Score: -3648841.500000 Penalty: 5313.512695
	Iteration 22Q: 3 clusters Score -3648842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 44295 members 
Entering Unmasked Estep 
Score: -3648848.000000 Penalty: 5313.512695
	Iteration 23Q: 3 clusters Score -3648848 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 44303 members 
Entering Unmasked Estep 
Score: -3648856.000000 Penalty: 5313.512695
	Iteration 24Q: 3 clusters Score -3648856 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 44312 members 
Entering Unmasked Estep 
Score: -3648861.250000 Penalty: 5313.512695
	Iteration 25Q: 3 clusters Score -3648861 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 44319 members 
Entering Unmasked Estep 
Score: -3648865.750000 Penalty: 5313.512695
	Iteration 26Q: 3 clusters Score -3648866 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 44326 members 
Entering Unmasked Estep 
Score: -3648874.750000 Penalty: 5313.512695
	Iteration 27Q: 3 clusters Score -3648875 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 44332 members 
Entering Unmasked Estep 
Score: -3648881.500000 Penalty: 5313.512695
	Iteration 28Q: 3 clusters Score -3648882 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 44339 members 
Entering Unmasked Estep 
Score: -3648889.250000 Penalty: 5313.512695
	Iteration 29Q: 3 clusters Score -3648889 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 44349 members 
Entering Unmasked Estep 
Score: -3648899.000000 Penalty: 5313.512695
	Iteration 30Q: 3 clusters Score -3648899 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 44351 members 
Entering Unmasked Estep 
Score: -3648905.250000 Penalty: 5313.512695
	Iteration 31Q: 3 clusters Score -3648905 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 44356 members 
Entering Unmasked Estep 
Score: -3648911.750000 Penalty: 5313.512695
	Iteration 32Q: 3 clusters Score -3648912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 44358 members 
Entering Unmasked Estep 
Score: -3648914.000000 Penalty: 5313.512695
	Iteration 33Q: 3 clusters Score -3648914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 44362 members 
Entering Unmasked Estep 
Score: -3648915.250000 Penalty: 5313.512695
	Iteration 34Q: 3 clusters Score -3648915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 44363 members 
Entering Unmasked Estep 
Score: -3648914.500000 Penalty: 5313.512695
	Iteration 35Q: 3 clusters Score -3648914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 44363 members 
Entering Unmasked Estep 
Score: -3648915.250000 Penalty: 5313.512695
	Iteration 36Q: 3 clusters Score -3648915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 44362 members 
Entering Unmasked Estep 
Score: -3648917.250000 Penalty: 5313.512695
	Iteration 37Q: 3 clusters Score -3648917 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 44362 members 
Entering Unmasked Estep 
Score: -3648917.250000 Penalty: 5313.512695
	Iteration 38F: 3 clusters Score -3648917 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Entering Unmasked Estep 
Score: -524740.375000 Penalty: 2182.241455
	Iteration 0F: 2 clusters Score -524740.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -519209.062500 Penalty: 4364.482910
	Iteration 0F: 3 clusters Score -519209.1 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -520693.968750 Penalty: 4364.482910
	Iteration 1F: 3 clusters Score -520694 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -520937.875000 Penalty: 4364.482910
	Iteration 2F: 3 clusters Score -520937.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -521075.187500 Penalty: 4364.482910
	Iteration 3Q: 3 clusters Score -521075.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -521159.500000 Penalty: 4364.482910
	Iteration 4Q: 3 clusters Score -521159.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -521216.343750 Penalty: 4364.482910
	Iteration 5Q: 3 clusters Score -521216.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -521257.093750 Penalty: 4364.482910
	Iteration 6Q: 3 clusters Score -521257.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -521291.062500 Penalty: 4364.482910
	Iteration 7Q: 3 clusters Score -521291.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -521323.468750 Penalty: 4364.482910
	Iteration 8Q: 3 clusters Score -521323.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -521357.968750 Penalty: 4364.482910
	Iteration 9Q: 3 clusters Score -521358 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -521381.593750 Penalty: 4364.482910
	Iteration 10Q: 3 clusters Score -521381.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -521400.718750 Penalty: 4364.482910
	Iteration 11Q: 3 clusters Score -521400.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -521420.781250 Penalty: 4364.482910
	Iteration 12Q: 3 clusters Score -521420.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -521436.343750 Penalty: 4364.482910
	Iteration 13Q: 3 clusters Score -521436.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -521453.968750 Penalty: 4364.482910
	Iteration 14Q: 3 clusters Score -521454 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -521468.218750 Penalty: 4364.482910
	Iteration 15Q: 3 clusters Score -521468.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -521487.281250 Penalty: 4364.482910
	Iteration 16Q: 3 clusters Score -521487.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -521508.000000 Penalty: 4364.482910
	Iteration 17Q: 3 clusters Score -521508 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -521531.718750 Penalty: 4364.482910
	Iteration 18Q: 3 clusters Score -521531.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -521561.750000 Penalty: 4364.482910
	Iteration 19Q: 3 clusters Score -521561.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -521593.406250 Penalty: 4364.482910
	Iteration 20F: 3 clusters Score -521593.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -521624.562500 Penalty: 4364.482910
	Iteration 21Q: 3 clusters Score -521624.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -521653.437500 Penalty: 4364.482910
	Iteration 22Q: 3 clusters Score -521653.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -521691.062500 Penalty: 4364.482910
	Iteration 23Q: 3 clusters Score -521691.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -521737.593750 Penalty: 4364.482910
	Iteration 24Q: 3 clusters Score -521737.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -521806.312500 Penalty: 4364.482910
	Iteration 25Q: 3 clusters Score -521806.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -521878.437500 Penalty: 4364.482910
	Iteration 26Q: 3 clusters Score -521878.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -521960.093750 Penalty: 4364.482910
	Iteration 27Q: 3 clusters Score -521960.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -522061.500000 Penalty: 4364.482910
	Iteration 28Q: 3 clusters Score -522061.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -522162.562500 Penalty: 4364.482910
	Iteration 29Q: 3 clusters Score -522162.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -522265.843750 Penalty: 4364.482910
	Iteration 30Q: 3 clusters Score -522265.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -522360.187500 Penalty: 4364.482910
	Iteration 31Q: 3 clusters Score -522360.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -522437.156250 Penalty: 4364.482910
	Iteration 32Q: 3 clusters Score -522437.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -522505.625000 Penalty: 4364.482910
	Iteration 33Q: 3 clusters Score -522505.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -522571.562500 Penalty: 4364.482910
	Iteration 34Q: 3 clusters Score -522571.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -522621.468750 Penalty: 4364.482910
	Iteration 35Q: 3 clusters Score -522621.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -522662.531250 Penalty: 4364.482910
	Iteration 36Q: 3 clusters Score -522662.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -522709.250000 Penalty: 4364.482910
	Iteration 37Q: 3 clusters Score -522709.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -522767.406250 Penalty: 4364.482910
	Iteration 38Q: 3 clusters Score -522767.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -522819.093750 Penalty: 4364.482910
	Iteration 39Q: 3 clusters Score -522819.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -522860.218750 Penalty: 4364.482910
	Iteration 40F: 3 clusters Score -522860.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -522898.843750 Penalty: 4364.482910
	Iteration 41Q: 3 clusters Score -522898.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -522939.843750 Penalty: 4364.482910
	Iteration 42Q: 3 clusters Score -522939.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -522985.406250 Penalty: 4364.482910
	Iteration 43Q: 3 clusters Score -522985.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -523036.218750 Penalty: 4364.482910
	Iteration 44Q: 3 clusters Score -523036.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -523060.375000 Penalty: 4364.482910
	Iteration 45Q: 3 clusters Score -523060.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -523077.812500 Penalty: 4364.482910
	Iteration 46Q: 3 clusters Score -523077.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -523093.125000 Penalty: 4364.482910
	Iteration 47Q: 3 clusters Score -523093.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -523099.750000 Penalty: 4364.482910
	Iteration 48Q: 3 clusters Score -523099.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -523106.968750 Penalty: 4364.482910
	Iteration 49Q: 3 clusters Score -523107 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -523110.562500 Penalty: 4364.482910
	Iteration 50Q: 3 clusters Score -523110.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -523117.968750 Penalty: 4364.482910
	Iteration 51Q: 3 clusters Score -523118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -523120.468750 Penalty: 4364.482910
	Iteration 52Q: 3 clusters Score -523120.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -523126.250000 Penalty: 4364.482910
	Iteration 53Q: 3 clusters Score -523126.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -523127.500000 Penalty: 4364.482910
	Iteration 54Q: 3 clusters Score -523127.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -523128.687500 Penalty: 4364.482910
	Iteration 55Q: 3 clusters Score -523128.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -523130.875000 Penalty: 4364.482910
	Iteration 56Q: 3 clusters Score -523130.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -523131.437500 Penalty: 4364.482910
	Iteration 57Q: 3 clusters Score -523131.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -523132.906250 Penalty: 4364.482910
	Iteration 58Q: 3 clusters Score -523132.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -523134.156250 Penalty: 4364.482910
	Iteration 59Q: 3 clusters Score -523134.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -523134.937500 Penalty: 4364.482910
	Iteration 60F: 3 clusters Score -523134.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Entering Unmasked Estep 
Score: -785091.312500 Penalty: 2300.874268
	Iteration 0F: 2 clusters Score -785091.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -776981.687500 Penalty: 4601.748535
	Iteration 0F: 3 clusters Score -776981.7 nChanged 4465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -779428.562500 Penalty: 4601.748535
	Iteration 1F: 3 clusters Score -779428.6 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -779955.250000 Penalty: 4601.748535
	Iteration 2F: 3 clusters Score -779955.2 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -780553.937500 Penalty: 4601.748535
	Iteration 3F: 3 clusters Score -780553.9 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -781248.375000 Penalty: 4601.748535
	Iteration 4F: 3 clusters Score -781248.4 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -782022.125000 Penalty: 4601.748535
	Iteration 5F: 3 clusters Score -782022.1 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -782754.812500 Penalty: 4601.748535
	Iteration 6F: 3 clusters Score -782754.8 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -783360.562500 Penalty: 4601.748535
	Iteration 7F: 3 clusters Score -783360.6 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -783790.562500 Penalty: 4601.748535
	Iteration 8F: 3 clusters Score -783790.6 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -784088.562500 Penalty: 4601.748535
	Iteration 9Q: 3 clusters Score -784088.6 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -784315.875000 Penalty: 4601.748535
	Iteration 10Q: 3 clusters Score -784315.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -784444.750000 Penalty: 4601.748535
	Iteration 11Q: 3 clusters Score -784444.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -784527.000000 Penalty: 4601.748535
	Iteration 12Q: 3 clusters Score -784527 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -784577.437500 Penalty: 4601.748535
	Iteration 13Q: 3 clusters Score -784577.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -784611.750000 Penalty: 4601.748535
	Iteration 14Q: 3 clusters Score -784611.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -784625.750000 Penalty: 4601.748535
	Iteration 15Q: 3 clusters Score -784625.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -784635.375000 Penalty: 4601.748535
	Iteration 16Q: 3 clusters Score -784635.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -784639.812500 Penalty: 4601.748535
	Iteration 17Q: 3 clusters Score -784639.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -784642.125000 Penalty: 4601.748535
	Iteration 18Q: 3 clusters Score -784642.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -784642.687500 Penalty: 4601.748535
	Iteration 19Q: 3 clusters Score -784642.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -784646.750000 Penalty: 4601.748535
	Iteration 20F: 3 clusters Score -784646.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -784646.000000 Penalty: 4601.748535
	Iteration 21Q: 3 clusters Score -784646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -784645.812500 Penalty: 4601.748535
	Iteration 22Q: 3 clusters Score -784645.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -784646.437500 Penalty: 4601.748535
	Iteration 23Q: 3 clusters Score -784646.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -784647.937500 Penalty: 4601.748535
	Iteration 24Q: 3 clusters Score -784647.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -784647.937500 Penalty: 4601.748535
	Iteration 25Q: 3 clusters Score -784647.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -784648.125000 Penalty: 4601.748535
	Iteration 26Q: 3 clusters Score -784648.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -784645.125000 Penalty: 4601.748535
	Iteration 27Q: 3 clusters Score -784645.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -784647.875000 Penalty: 4601.748535
	Iteration 28Q: 3 clusters Score -784647.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -784650.875000 Penalty: 4601.748535
	Iteration 29Q: 3 clusters Score -784650.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -784649.625000 Penalty: 4601.748535
	Iteration 30Q: 3 clusters Score -784649.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -784649.750000 Penalty: 4601.748535
	Iteration 31Q: 3 clusters Score -784649.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -784649.750000 Penalty: 4601.748535
	Iteration 32F: 3 clusters Score -784649.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (36707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36707 members 
Entering Unmasked Estep 
Score: -2861063.750000 Penalty: 2606.659424
	Iteration 0F: 2 clusters Score -2861064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18396 members 
Mstep: Class 2 contains 18311 members 
Entering Unmasked Estep 
Score: -2836257.500000 Penalty: 5213.318848
	Iteration 0F: 3 clusters Score -2836258 nChanged 16729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18711 members 
Mstep: Class 2 contains 17996 members 
Entering Unmasked Estep 
Score: -2845956.500000 Penalty: 5213.318848
	Iteration 1F: 3 clusters Score -2845956 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18814 members 
Mstep: Class 2 contains 17893 members 
Entering Unmasked Estep 
Score: -2847012.750000 Penalty: 5213.318848
	Iteration 2F: 3 clusters Score -2847013 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18912 members 
Mstep: Class 2 contains 17795 members 
Entering Unmasked Estep 
Score: -2848213.500000 Penalty: 5213.318848
	Iteration 3F: 3 clusters Score -2848214 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19025 members 
Mstep: Class 2 contains 17682 members 
Entering Unmasked Estep 
Score: -2849511.000000 Penalty: 5213.318848
	Iteration 4F: 3 clusters Score -2849511 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19184 members 
Mstep: Class 2 contains 17523 members 
Entering Unmasked Estep 
Score: -2850735.750000 Penalty: 5213.318848
	Iteration 5F: 3 clusters Score -2850736 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19408 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -2851960.750000 Penalty: 5213.318848
	Iteration 6F: 3 clusters Score -2851961 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19764 members 
Mstep: Class 2 contains 16943 members 
Entering Unmasked Estep 
Score: -2853049.500000 Penalty: 5213.318848
	Iteration 7F: 3 clusters Score -2853050 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20177 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
Score: -2853999.500000 Penalty: 5213.318848
	Iteration 8Q: 3 clusters Score -2854000 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20581 members 
Mstep: Class 2 contains 16126 members 
Entering Unmasked Estep 
Score: -2854604.250000 Penalty: 5213.318848
	Iteration 9Q: 3 clusters Score -2854604 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20924 members 
Mstep: Class 2 contains 15783 members 
Entering Unmasked Estep 
Score: -2854896.250000 Penalty: 5213.318848
	Iteration 10Q: 3 clusters Score -2854896 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21221 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -2855077.500000 Penalty: 5213.318848
	Iteration 11Q: 3 clusters Score -2855078 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21493 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -2855192.250000 Penalty: 5213.318848
	Iteration 12Q: 3 clusters Score -2855192 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21762 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -2855301.000000 Penalty: 5213.318848
	Iteration 13Q: 3 clusters Score -2855301 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22021 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -2855383.500000 Penalty: 5213.318848
	Iteration 14Q: 3 clusters Score -2855384 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22265 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -2855459.000000 Penalty: 5213.318848
	Iteration 15Q: 3 clusters Score -2855459 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22477 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -2855519.500000 Penalty: 5213.318848
	Iteration 16Q: 3 clusters Score -2855520 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22683 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -2855561.250000 Penalty: 5213.318848
	Iteration 17Q: 3 clusters Score -2855561 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22901 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -2855582.000000 Penalty: 5213.318848
	Iteration 18Q: 3 clusters Score -2855582 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23123 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -2855627.000000 Penalty: 5213.318848
	Iteration 19Q: 3 clusters Score -2855627 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23345 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -2855681.000000 Penalty: 5213.318848
	Iteration 20F: 3 clusters Score -2855681 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23566 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -2855732 nChanged 248
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23806 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -2855775 nChanged 256
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24052 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -2855818 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24334 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -2855866 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24623 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -2855932 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24901 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -2855990 nChanged 293
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Mstep: Class 1 contains 25190 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -2856047 nChanged 309
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25493 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -2856109 nChanged 292
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Mstep: Class 1 contains 25777 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -2856168 nChanged 281
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Mstep: Class 1 contains 26050 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -2856220 nChanged 310
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Mstep: Class 1 contains 26352 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -2856285 nChanged 298
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26638 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -2856382 nChanged 328
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Mstep: Class 1 contains 26956 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -2856466 nChanged 350
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Mstep: Class 1 contains 27294 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -2856598 nChanged 373
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Mstep: Class 1 contains 27663 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2856702 nChanged 423
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28074 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -2856856 nChanged 419
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28467 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2857036 nChanged 426
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Mstep: Class 1 contains 28877 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2857225 nChanged 417
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Mstep: Class 1 contains 29260 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2857426 nChanged 426
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Mstep: Class 1 contains 29658 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -2857600 nChanged 389
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Mstep: Class 1 contains 30021 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2857767 nChanged 333
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Mstep: Class 1 contains 30336 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2857889 nChanged 307
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Mstep: Class 1 contains 30635 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2858016 nChanged 314
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Mstep: Class 1 contains 30939 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2858118 nChanged 287
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Mstep: Class 1 contains 31218 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2858215 nChanged 253
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Mstep: Class 1 contains 31467 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2858294 nChanged 213
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Mstep: Class 1 contains 31670 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2858362 nChanged 184
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Mstep: Class 1 contains 31846 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2858418 nChanged 169
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Mstep: Class 1 contains 32007 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2858465 nChanged 160
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Mstep: Class 1 contains 32167 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2858506 nChanged 146
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Mstep: Class 1 contains 32311 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2858548 nChanged 148
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Mstep: Class 1 contains 32455 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2858580 nChanged 121
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Mstep: Class 1 contains 32576 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2858592 nChanged 88
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Mstep: Class 1 contains 32664 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2858608 nChanged 91
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Mstep: Class 1 contains 32755 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2858621 nChanged 72
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Mstep: Class 1 contains 32825 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2858631 nChanged 50
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Mstep: Class 1 contains 32875 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2858640 nChanged 63
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Mstep: Class 1 contains 32938 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2858651 nChanged 57
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Mstep: Class 1 contains 32995 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2858670 nChanged 57
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Mstep: Class 1 contains 33052 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2858681 nChanged 60
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Mstep: Class 1 contains 33112 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2858693 nChanged 58
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Mstep: Class 1 contains 33170 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2858702 nChanged 41
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Mstep: Class 1 contains 33209 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2858698 nChanged 42
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Mstep: Class 1 contains 33251 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2858710 nChanged 32
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Mstep: Class 1 contains 33283 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2858712 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33322 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2858719 nChanged 34
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Mstep: Class 1 contains 33356 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2858724 nChanged 17
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Mstep: Class 1 contains 33373 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2858723 nChanged 19
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Mstep: Class 1 contains 33392 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2858728 nChanged 20
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Mstep: Class 1 contains 33412 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2858726 nChanged 14
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Mstep: Class 1 contains 33426 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2858734 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33443 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2858727 nChanged 20
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Mstep: Class 1 contains 33463 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2858737 nChanged 25
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Mstep: Class 1 contains 33488 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2858742 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33508 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2858752 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33528 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2858750 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33549 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2858753 nChanged 19
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Mstep: Class 1 contains 33568 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2858751 nChanged 18
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Mstep: Class 1 contains 33586 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2858752 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33607 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2858752 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33631 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2858767 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33653 members 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2858766 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33680 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2858770 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33696 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2858772 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33713 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2858774 nChanged 18
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Mstep: Class 1 contains 33731 members 
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	Iteration 86Q: 3 clusters Score -2858779 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33748 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2858787 nChanged 24
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Mstep: Class 1 contains 33772 members 
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	Iteration 88Q: 3 clusters Score -2858800 nChanged 25
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Mstep: Class 1 contains 33793 members 
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	Iteration 89Q: 3 clusters Score -2858792 nChanged 25
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Mstep: Class 1 contains 33818 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2858796 nChanged 19
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Mstep: Class 1 contains 33835 members 
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	Iteration 91Q: 3 clusters Score -2858799 nChanged 18
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Mstep: Class 1 contains 33851 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2858806 nChanged 20
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Mstep: Class 1 contains 33869 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -2858817.000000 Penalty: 5213.318848
	Iteration 93Q: 3 clusters Score -2858817 nChanged 19
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Mstep: Class 1 contains 33886 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2858820 nChanged 16
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Mstep: Class 1 contains 33902 members 
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	Iteration 95Q: 3 clusters Score -2858826 nChanged 15
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Mstep: Class 1 contains 33917 members 
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	Iteration 96Q: 3 clusters Score -2858829 nChanged 22
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	Iteration 97Q: 3 clusters Score -2858829 nChanged 13
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	Iteration 98Q: 3 clusters Score -2858829 nChanged 10
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	Iteration 99Q: 3 clusters Score -2858833 nChanged 8
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Mstep: Class 1 contains 33966 members 
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Entering Unmasked Estep 
Score: -2858831.500000 Penalty: 5213.318848
	Iteration 100F: 3 clusters Score -2858832 nChanged 12
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	Iteration 101Q: 3 clusters Score -2858836 nChanged 10
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	Iteration 102Q: 3 clusters Score -2858836 nChanged 10
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Mstep: Class 1 contains 33998 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2858838 nChanged 8
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Mstep: Class 1 contains 34006 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2858841 nChanged 13
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2858846 nChanged 12
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Mstep: Class 1 contains 34031 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2858848 nChanged 8
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2858849 nChanged 5
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2858853 nChanged 7
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	Iteration 109Q: 3 clusters Score -2858853 nChanged 6
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	Iteration 110Q: 3 clusters Score -2858854 nChanged 4
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2858857 nChanged 3
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	Iteration 112Q: 3 clusters Score -2858854 nChanged 4
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2858856 nChanged 5
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Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -2858854.250000 Penalty: 5213.318848
	Iteration 114Q: 3 clusters Score -2858854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34074 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -2858856.000000 Penalty: 5213.318848
	Iteration 115Q: 3 clusters Score -2858856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34082 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -2858863.000000 Penalty: 5213.318848
	Iteration 116Q: 3 clusters Score -2858863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34087 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -2858860.750000 Penalty: 5213.318848
	Iteration 117Q: 3 clusters Score -2858861 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34092 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -2858861.250000 Penalty: 5213.318848
	Iteration 118Q: 3 clusters Score -2858861 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34099 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -2858864.500000 Penalty: 5213.318848
	Iteration 119Q: 3 clusters Score -2858864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34104 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -2858865.500000 Penalty: 5213.318848
	Iteration 120F: 3 clusters Score -2858866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34108 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -2858867.250000 Penalty: 5213.318848
	Iteration 121Q: 3 clusters Score -2858867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34112 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -2858864.750000 Penalty: 5213.318848
	Iteration 122Q: 3 clusters Score -2858865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34116 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -2858869.000000 Penalty: 5213.318848
	Iteration 123Q: 3 clusters Score -2858869 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34123 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -2858869.750000 Penalty: 5213.318848
	Iteration 124Q: 3 clusters Score -2858870 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34136 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -2858866.500000 Penalty: 5213.318848
	Iteration 125Q: 3 clusters Score -2858866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34145 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -2858865.250000 Penalty: 5213.318848
	Iteration 126Q: 3 clusters Score -2858865 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34156 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -2858865.000000 Penalty: 5213.318848
	Iteration 127Q: 3 clusters Score -2858865 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34165 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -2858861.500000 Penalty: 5213.318848
	Iteration 128Q: 3 clusters Score -2858862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34168 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -2858867.250000 Penalty: 5213.318848
	Iteration 129Q: 3 clusters Score -2858867 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34173 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -2858867.250000 Penalty: 5213.318848
	Iteration 130Q: 3 clusters Score -2858867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34177 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -2858862.500000 Penalty: 5213.318848
	Iteration 131Q: 3 clusters Score -2858862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34180 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -2858863.500000 Penalty: 5213.318848
	Iteration 132Q: 3 clusters Score -2858864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34186 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -2858866.000000 Penalty: 5213.318848
	Iteration 133Q: 3 clusters Score -2858866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34188 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -2858862.750000 Penalty: 5213.318848
	Iteration 134Q: 3 clusters Score -2858863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34191 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -2858861.500000 Penalty: 5213.318848
	Iteration 135Q: 3 clusters Score -2858862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34192 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -2858865.500000 Penalty: 5213.318848
	Iteration 136Q: 3 clusters Score -2858866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34192 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -2858865.500000 Penalty: 5213.318848
	Iteration 137F: 3 clusters Score -2858866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Entering Unmasked Estep 
Score: -272539.187500 Penalty: 2025.854980
	Iteration 0F: 2 clusters Score -272539.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -268910.906250 Penalty: 4051.709961
	Iteration 0F: 3 clusters Score -268910.9 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -269740.593750 Penalty: 4051.709961
	Iteration 1F: 3 clusters Score -269740.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -269952.156250 Penalty: 4051.709961
	Iteration 2F: 3 clusters Score -269952.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -270095.375000 Penalty: 4051.709961
	Iteration 3Q: 3 clusters Score -270095.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -270195.968750 Penalty: 4051.709961
	Iteration 4Q: 3 clusters Score -270196 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -270265.625000 Penalty: 4051.709961
	Iteration 5Q: 3 clusters Score -270265.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -270333.500000 Penalty: 4051.709961
	Iteration 6Q: 3 clusters Score -270333.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -270391.156250 Penalty: 4051.709961
	Iteration 7Q: 3 clusters Score -270391.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -270438.968750 Penalty: 4051.709961
	Iteration 8Q: 3 clusters Score -270439 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -270491.968750 Penalty: 4051.709961
	Iteration 9Q: 3 clusters Score -270492 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -270543.593750 Penalty: 4051.709961
	Iteration 10Q: 3 clusters Score -270543.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -270582.187500 Penalty: 4051.709961
	Iteration 11Q: 3 clusters Score -270582.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -270607.937500 Penalty: 4051.709961
	Iteration 12Q: 3 clusters Score -270607.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -270635.093750 Penalty: 4051.709961
	Iteration 13Q: 3 clusters Score -270635.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -270657.812500 Penalty: 4051.709961
	Iteration 14Q: 3 clusters Score -270657.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -270680.343750 Penalty: 4051.709961
	Iteration 15Q: 3 clusters Score -270680.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -270707.656250 Penalty: 4051.709961
	Iteration 16Q: 3 clusters Score -270707.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -270730.875000 Penalty: 4051.709961
	Iteration 17Q: 3 clusters Score -270730.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -270753.562500 Penalty: 4051.709961
	Iteration 18Q: 3 clusters Score -270753.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -270774.906250 Penalty: 4051.709961
	Iteration 19Q: 3 clusters Score -270774.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -270799.250000 Penalty: 4051.709961
	Iteration 20F: 3 clusters Score -270799.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -270823.843750 Penalty: 4051.709961
	Iteration 21Q: 3 clusters Score -270823.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -270851.437500 Penalty: 4051.709961
	Iteration 22Q: 3 clusters Score -270851.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -270871.468750 Penalty: 4051.709961
	Iteration 23Q: 3 clusters Score -270871.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -270889.406250 Penalty: 4051.709961
	Iteration 24Q: 3 clusters Score -270889.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -270905.375000 Penalty: 4051.709961
	Iteration 25Q: 3 clusters Score -270905.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -270919.468750 Penalty: 4051.709961
	Iteration 26Q: 3 clusters Score -270919.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -270933.406250 Penalty: 4051.709961
	Iteration 27Q: 3 clusters Score -270933.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -270941.281250 Penalty: 4051.709961
	Iteration 28Q: 3 clusters Score -270941.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -270948.250000 Penalty: 4051.709961
	Iteration 29Q: 3 clusters Score -270948.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -270954.593750 Penalty: 4051.709961
	Iteration 30Q: 3 clusters Score -270954.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -270959.375000 Penalty: 4051.709961
	Iteration 31Q: 3 clusters Score -270959.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -270961.906250 Penalty: 4051.709961
	Iteration 32Q: 3 clusters Score -270961.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -270968.312500 Penalty: 4051.709961
	Iteration 33Q: 3 clusters Score -270968.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -270973.187500 Penalty: 4051.709961
	Iteration 34Q: 3 clusters Score -270973.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -270976.687500 Penalty: 4051.709961
	Iteration 35Q: 3 clusters Score -270976.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -270980.125000 Penalty: 4051.709961
	Iteration 36Q: 3 clusters Score -270980.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -270986.625000 Penalty: 4051.709961
	Iteration 37Q: 3 clusters Score -270986.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -270995.531250 Penalty: 4051.709961
	Iteration 38Q: 3 clusters Score -270995.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -271003.375000 Penalty: 4051.709961
	Iteration 39Q: 3 clusters Score -271003.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -271013.093750 Penalty: 4051.709961
	Iteration 40F: 3 clusters Score -271013.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -271021.156250 Penalty: 4051.709961
	Iteration 41Q: 3 clusters Score -271021.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -271024.656250 Penalty: 4051.709961
	Iteration 42Q: 3 clusters Score -271024.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -271026.593750 Penalty: 4051.709961
	Iteration 43Q: 3 clusters Score -271026.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -271028.000000 Penalty: 4051.709961
	Iteration 44Q: 3 clusters Score -271028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -271029.250000 Penalty: 4051.709961
	Iteration 45Q: 3 clusters Score -271029.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -271029.281250 Penalty: 4051.709961
	Iteration 46Q: 3 clusters Score -271029.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -271030.375000 Penalty: 4051.709961
	Iteration 47Q: 3 clusters Score -271030.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -271031.281250 Penalty: 4051.709961
	Iteration 48Q: 3 clusters Score -271031.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -271033.187500 Penalty: 4051.709961
	Iteration 49Q: 3 clusters Score -271033.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -271033.437500 Penalty: 4051.709961
	Iteration 50Q: 3 clusters Score -271033.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -271034.593750 Penalty: 4051.709961
	Iteration 51Q: 3 clusters Score -271034.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -271035.906250 Penalty: 4051.709961
	Iteration 52Q: 3 clusters Score -271035.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -271036.750000 Penalty: 4051.709961
	Iteration 53Q: 3 clusters Score -271036.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -271036.750000 Penalty: 4051.709961
	Iteration 54F: 3 clusters Score -271036.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (18570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18570 members 
Entering Unmasked Estep 
Score: -1319858.875000 Penalty: 2437.666992
	Iteration 0F: 2 clusters Score -1319859 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -1306717.375000 Penalty: 4875.333984
	Iteration 0F: 3 clusters Score -1306717 nChanged 8168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -1311480.375000 Penalty: 4875.333984
	Iteration 1F: 3 clusters Score -1311480 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -1312082.000000 Penalty: 4875.333984
	Iteration 2F: 3 clusters Score -1312082 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -1312590.875000 Penalty: 4875.333984
	Iteration 3F: 3 clusters Score -1312591 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -1313090.625000 Penalty: 4875.333984
	Iteration 4F: 3 clusters Score -1313091 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -1313613.500000 Penalty: 4875.333984
	Iteration 5F: 3 clusters Score -1313614 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -1314177.750000 Penalty: 4875.333984
	Iteration 6F: 3 clusters Score -1314178 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -1314769.875000 Penalty: 4875.333984
	Iteration 7Q: 3 clusters Score -1314770 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -1315352.625000 Penalty: 4875.333984
	Iteration 8Q: 3 clusters Score -1315353 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -1315936.625000 Penalty: 4875.333984
	Iteration 9Q: 3 clusters Score -1315937 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -1316489.250000 Penalty: 4875.333984
	Iteration 10Q: 3 clusters Score -1316489 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 15021 members 
Entering Unmasked Estep 
Score: -1316986.375000 Penalty: 4875.333984
	Iteration 11Q: 3 clusters Score -1316986 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -1317385.375000 Penalty: 4875.333984
	Iteration 12Q: 3 clusters Score -1317385 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 15937 members 
Entering Unmasked Estep 
Score: -1317694.875000 Penalty: 4875.333984
	Iteration 13Q: 3 clusters Score -1317695 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 16265 members 
Entering Unmasked Estep 
Score: -1317920.375000 Penalty: 4875.333984
	Iteration 14Q: 3 clusters Score -1317920 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -1318100.250000 Penalty: 4875.333984
	Iteration 15Q: 3 clusters Score -1318100 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 16723 members 
Entering Unmasked Estep 
Score: -1318234.125000 Penalty: 4875.333984
	Iteration 16Q: 3 clusters Score -1318234 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 16869 members 
Entering Unmasked Estep 
Score: -1318309.625000 Penalty: 4875.333984
	Iteration 17Q: 3 clusters Score -1318310 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
Score: -1318390.625000 Penalty: 4875.333984
	Iteration 18Q: 3 clusters Score -1318391 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -1318433.875000 Penalty: 4875.333984
	Iteration 19Q: 3 clusters Score -1318434 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 17167 members 
Entering Unmasked Estep 
Score: -1318476.750000 Penalty: 4875.333984
	Iteration 20F: 3 clusters Score -1318477 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 17230 members 
Entering Unmasked Estep 
Score: -1318504.250000 Penalty: 4875.333984
	Iteration 21Q: 3 clusters Score -1318504 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 17286 members 
Entering Unmasked Estep 
Score: -1318522.250000 Penalty: 4875.333984
	Iteration 22Q: 3 clusters Score -1318522 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 17331 members 
Entering Unmasked Estep 
Score: -1318544.750000 Penalty: 4875.333984
	Iteration 23Q: 3 clusters Score -1318545 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 17363 members 
Entering Unmasked Estep 
Score: -1318558.250000 Penalty: 4875.333984
	Iteration 24Q: 3 clusters Score -1318558 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 17394 members 
Entering Unmasked Estep 
Score: -1318577.375000 Penalty: 4875.333984
	Iteration 25Q: 3 clusters Score -1318577 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 17422 members 
Entering Unmasked Estep 
Score: -1318585.375000 Penalty: 4875.333984
	Iteration 26Q: 3 clusters Score -1318585 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 17441 members 
Entering Unmasked Estep 
Score: -1318596.000000 Penalty: 4875.333984
	Iteration 27Q: 3 clusters Score -1318596 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 17461 members 
Entering Unmasked Estep 
Score: -1318606.250000 Penalty: 4875.333984
	Iteration 28Q: 3 clusters Score -1318606 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -1318614.750000 Penalty: 4875.333984
	Iteration 29Q: 3 clusters Score -1318615 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 17492 members 
Entering Unmasked Estep 
Score: -1318614.375000 Penalty: 4875.333984
	Iteration 30Q: 3 clusters Score -1318614 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 17501 members 
Entering Unmasked Estep 
Score: -1318618.250000 Penalty: 4875.333984
	Iteration 31Q: 3 clusters Score -1318618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 17508 members 
Entering Unmasked Estep 
Score: -1318618.875000 Penalty: 4875.333984
	Iteration 32Q: 3 clusters Score -1318619 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 17514 members 
Entering Unmasked Estep 
Score: -1318621.750000 Penalty: 4875.333984
	Iteration 33Q: 3 clusters Score -1318622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 17521 members 
Entering Unmasked Estep 
Score: -1318626.250000 Penalty: 4875.333984
	Iteration 34Q: 3 clusters Score -1318626 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 17528 members 
Entering Unmasked Estep 
Score: -1318629.125000 Penalty: 4875.333984
	Iteration 35Q: 3 clusters Score -1318629 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 17539 members 
Entering Unmasked Estep 
Score: -1318633.500000 Penalty: 4875.333984
	Iteration 36Q: 3 clusters Score -1318634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 17547 members 
Entering Unmasked Estep 
Score: -1318640.125000 Penalty: 4875.333984
	Iteration 37Q: 3 clusters Score -1318640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 17554 members 
Entering Unmasked Estep 
Score: -1318642.875000 Penalty: 4875.333984
	Iteration 38Q: 3 clusters Score -1318643 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 17564 members 
Entering Unmasked Estep 
Score: -1318650.875000 Penalty: 4875.333984
	Iteration 39Q: 3 clusters Score -1318651 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 17575 members 
Entering Unmasked Estep 
Score: -1318657.375000 Penalty: 4875.333984
	Iteration 40F: 3 clusters Score -1318657 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 17582 members 
Entering Unmasked Estep 
Score: -1318659.125000 Penalty: 4875.333984
	Iteration 41Q: 3 clusters Score -1318659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 17583 members 
Entering Unmasked Estep 
Score: -1318660.375000 Penalty: 4875.333984
	Iteration 42Q: 3 clusters Score -1318660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 17584 members 
Entering Unmasked Estep 
Score: -1318659.750000 Penalty: 4875.333984
	Iteration 43Q: 3 clusters Score -1318660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 17585 members 
Entering Unmasked Estep 
Score: -1318660.500000 Penalty: 4875.333984
	Iteration 44Q: 3 clusters Score -1318660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 17588 members 
Entering Unmasked Estep 
Score: -1318662.875000 Penalty: 4875.333984
	Iteration 45Q: 3 clusters Score -1318663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
Score: -1318664.375000 Penalty: 4875.333984
	Iteration 46Q: 3 clusters Score -1318664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
Score: -1318665.250000 Penalty: 4875.333984
	Iteration 47Q: 3 clusters Score -1318665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 17593 members 
Entering Unmasked Estep 
Score: -1318666.500000 Penalty: 4875.333984
	Iteration 48Q: 3 clusters Score -1318666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 17593 members 
Entering Unmasked Estep 
Score: -1318666.500000 Penalty: 4875.333984
	Iteration 49F: 3 clusters Score -1318666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Entering Unmasked Estep 
Score: -738856.687500 Penalty: 2297.771484
	Iteration 0F: 2 clusters Score -738856.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -730812.937500 Penalty: 4595.542969
	Iteration 0F: 3 clusters Score -730812.9 nChanged 4477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -733516.437500 Penalty: 4595.542969
	Iteration 1F: 3 clusters Score -733516.4 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -734168.687500 Penalty: 4595.542969
	Iteration 2F: 3 clusters Score -734168.7 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -734752.375000 Penalty: 4595.542969
	Iteration 3F: 3 clusters Score -734752.4 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -735287.750000 Penalty: 4595.542969
	Iteration 4F: 3 clusters Score -735287.8 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -735842.750000 Penalty: 4595.542969
	Iteration 5F: 3 clusters Score -735842.8 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -736319.312500 Penalty: 4595.542969
	Iteration 6F: 3 clusters Score -736319.3 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -736687.375000 Penalty: 4595.542969
	Iteration 7Q: 3 clusters Score -736687.4 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -736955.875000 Penalty: 4595.542969
	Iteration 8Q: 3 clusters Score -736955.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -737143.125000 Penalty: 4595.542969
	Iteration 9Q: 3 clusters Score -737143.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -737321.875000 Penalty: 4595.542969
	Iteration 10Q: 3 clusters Score -737321.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -737462.437500 Penalty: 4595.542969
	Iteration 11Q: 3 clusters Score -737462.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -737589.625000 Penalty: 4595.542969
	Iteration 12Q: 3 clusters Score -737589.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -737708.562500 Penalty: 4595.542969
	Iteration 13Q: 3 clusters Score -737708.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -737804.375000 Penalty: 4595.542969
	Iteration 14Q: 3 clusters Score -737804.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -737883.812500 Penalty: 4595.542969
	Iteration 15Q: 3 clusters Score -737883.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -737944.062500 Penalty: 4595.542969
	Iteration 16Q: 3 clusters Score -737944.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -738003.125000 Penalty: 4595.542969
	Iteration 17Q: 3 clusters Score -738003.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -738055.625000 Penalty: 4595.542969
	Iteration 18Q: 3 clusters Score -738055.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -738090.437500 Penalty: 4595.542969
	Iteration 19Q: 3 clusters Score -738090.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -738127.375000 Penalty: 4595.542969
	Iteration 20F: 3 clusters Score -738127.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -738167.437500 Penalty: 4595.542969
	Iteration 21Q: 3 clusters Score -738167.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -738195.750000 Penalty: 4595.542969
	Iteration 22Q: 3 clusters Score -738195.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -738215.937500 Penalty: 4595.542969
	Iteration 23Q: 3 clusters Score -738215.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -738238.625000 Penalty: 4595.542969
	Iteration 24Q: 3 clusters Score -738238.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -738260.625000 Penalty: 4595.542969
	Iteration 25Q: 3 clusters Score -738260.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -738280.375000 Penalty: 4595.542969
	Iteration 26Q: 3 clusters Score -738280.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -738292.125000 Penalty: 4595.542969
	Iteration 27Q: 3 clusters Score -738292.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -738304.437500 Penalty: 4595.542969
	Iteration 28Q: 3 clusters Score -738304.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -738310.562500 Penalty: 4595.542969
	Iteration 29Q: 3 clusters Score -738310.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -738318.250000 Penalty: 4595.542969
	Iteration 30Q: 3 clusters Score -738318.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -738326.187500 Penalty: 4595.542969
	Iteration 31Q: 3 clusters Score -738326.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -738332.125000 Penalty: 4595.542969
	Iteration 32Q: 3 clusters Score -738332.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -738333.625000 Penalty: 4595.542969
	Iteration 33Q: 3 clusters Score -738333.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -738339.625000 Penalty: 4595.542969
	Iteration 34Q: 3 clusters Score -738339.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -738340.375000 Penalty: 4595.542969
	Iteration 35Q: 3 clusters Score -738340.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -738341.437500 Penalty: 4595.542969
	Iteration 36Q: 3 clusters Score -738341.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -738342.812500 Penalty: 4595.542969
	Iteration 37Q: 3 clusters Score -738342.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -738341.562500 Penalty: 4595.542969
	Iteration 38Q: 3 clusters Score -738341.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -738342.000000 Penalty: 4595.542969
	Iteration 39Q: 3 clusters Score -738342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -738341.875000 Penalty: 4595.542969
	Iteration 40F: 3 clusters Score -738341.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -738342.625000 Penalty: 4595.542969
	Iteration 41Q: 3 clusters Score -738342.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -738341.687500 Penalty: 4595.542969
	Iteration 42Q: 3 clusters Score -738341.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -738341.687500 Penalty: 4595.542969
	Iteration 43F: 3 clusters Score -738341.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Entering Unmasked Estep 
Score: -706443.312500 Penalty: 2257.013428
	Iteration 0F: 2 clusters Score -706443.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -699461.125000 Penalty: 4514.026855
	Iteration 0F: 3 clusters Score -699461.1 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -701488.187500 Penalty: 4514.026855
	Iteration 1F: 3 clusters Score -701488.2 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -701874.187500 Penalty: 4514.026855
	Iteration 2F: 3 clusters Score -701874.2 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -702211.937500 Penalty: 4514.026855
	Iteration 3F: 3 clusters Score -702211.9 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -702508.062500 Penalty: 4514.026855
	Iteration 4F: 3 clusters Score -702508.1 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -702821.250000 Penalty: 4514.026855
	Iteration 5F: 3 clusters Score -702821.2 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -703119.375000 Penalty: 4514.026855
	Iteration 6F: 3 clusters Score -703119.4 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -703406.875000 Penalty: 4514.026855
	Iteration 7Q: 3 clusters Score -703406.9 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -703660.312500 Penalty: 4514.026855
	Iteration 8Q: 3 clusters Score -703660.3 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -703869.125000 Penalty: 4514.026855
	Iteration 9Q: 3 clusters Score -703869.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -704037.250000 Penalty: 4514.026855
	Iteration 10Q: 3 clusters Score -704037.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -704185.000000 Penalty: 4514.026855
	Iteration 11Q: 3 clusters Score -704185 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -704286.750000 Penalty: 4514.026855
	Iteration 12Q: 3 clusters Score -704286.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -704362.875000 Penalty: 4514.026855
	Iteration 13Q: 3 clusters Score -704362.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -704423.000000 Penalty: 4514.026855
	Iteration 14Q: 3 clusters Score -704423 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -704456.437500 Penalty: 4514.026855
	Iteration 15Q: 3 clusters Score -704456.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -704479.812500 Penalty: 4514.026855
	Iteration 16Q: 3 clusters Score -704479.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -704499.312500 Penalty: 4514.026855
	Iteration 17Q: 3 clusters Score -704499.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -704515.000000 Penalty: 4514.026855
	Iteration 18Q: 3 clusters Score -704515 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -704530.500000 Penalty: 4514.026855
	Iteration 19Q: 3 clusters Score -704530.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -704542.500000 Penalty: 4514.026855
	Iteration 20F: 3 clusters Score -704542.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -704551.625000 Penalty: 4514.026855
	Iteration 21Q: 3 clusters Score -704551.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -704558.250000 Penalty: 4514.026855
	Iteration 22Q: 3 clusters Score -704558.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -704562.687500 Penalty: 4514.026855
	Iteration 23Q: 3 clusters Score -704562.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -704564.062500 Penalty: 4514.026855
	Iteration 24Q: 3 clusters Score -704564.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -704564.625000 Penalty: 4514.026855
	Iteration 25Q: 3 clusters Score -704564.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -704567.250000 Penalty: 4514.026855
	Iteration 26Q: 3 clusters Score -704567.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -704567.125000 Penalty: 4514.026855
	Iteration 27Q: 3 clusters Score -704567.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -704569.250000 Penalty: 4514.026855
	Iteration 28Q: 3 clusters Score -704569.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -704570.812500 Penalty: 4514.026855
	Iteration 29Q: 3 clusters Score -704570.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -704570.062500 Penalty: 4514.026855
	Iteration 30Q: 3 clusters Score -704570.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -704571.375000 Penalty: 4514.026855
	Iteration 31Q: 3 clusters Score -704571.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -704571.375000 Penalty: 4514.026855
	Iteration 32F: 3 clusters Score -704571.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Entering Unmasked Estep 
Score: -418862.968750 Penalty: 2127.881592
	Iteration 0F: 2 clusters Score -418863 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -414175.468750 Penalty: 4255.763184
	Iteration 0F: 3 clusters Score -414175.5 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -415374.593750 Penalty: 4255.763184
	Iteration 1F: 3 clusters Score -415374.6 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -415628.468750 Penalty: 4255.763184
	Iteration 2F: 3 clusters Score -415628.5 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -415846.937500 Penalty: 4255.763184
	Iteration 3F: 3 clusters Score -415846.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -416042.906250 Penalty: 4255.763184
	Iteration 4Q: 3 clusters Score -416042.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -416199.656250 Penalty: 4255.763184
	Iteration 5Q: 3 clusters Score -416199.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -416332.656250 Penalty: 4255.763184
	Iteration 6Q: 3 clusters Score -416332.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -416445.562500 Penalty: 4255.763184
	Iteration 7Q: 3 clusters Score -416445.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -416539.687500 Penalty: 4255.763184
	Iteration 8Q: 3 clusters Score -416539.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -416620.218750 Penalty: 4255.763184
	Iteration 9Q: 3 clusters Score -416620.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -416682.625000 Penalty: 4255.763184
	Iteration 10Q: 3 clusters Score -416682.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -416733.875000 Penalty: 4255.763184
	Iteration 11Q: 3 clusters Score -416733.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -416786.125000 Penalty: 4255.763184
	Iteration 12Q: 3 clusters Score -416786.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -416846.125000 Penalty: 4255.763184
	Iteration 13Q: 3 clusters Score -416846.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -416887.937500 Penalty: 4255.763184
	Iteration 14Q: 3 clusters Score -416887.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -416916.062500 Penalty: 4255.763184
	Iteration 15Q: 3 clusters Score -416916.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -416937.093750 Penalty: 4255.763184
	Iteration 16Q: 3 clusters Score -416937.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -416952.781250 Penalty: 4255.763184
	Iteration 17Q: 3 clusters Score -416952.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -416961.625000 Penalty: 4255.763184
	Iteration 18Q: 3 clusters Score -416961.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -416971.750000 Penalty: 4255.763184
	Iteration 19Q: 3 clusters Score -416971.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -416980.843750 Penalty: 4255.763184
	Iteration 20F: 3 clusters Score -416980.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -416988.562500 Penalty: 4255.763184
	Iteration 21Q: 3 clusters Score -416988.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -416997.531250 Penalty: 4255.763184
	Iteration 22Q: 3 clusters Score -416997.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -417006.062500 Penalty: 4255.763184
	Iteration 23Q: 3 clusters Score -417006.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -417012.718750 Penalty: 4255.763184
	Iteration 24Q: 3 clusters Score -417012.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -417016.968750 Penalty: 4255.763184
	Iteration 25Q: 3 clusters Score -417017 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -417022.875000 Penalty: 4255.763184
	Iteration 26Q: 3 clusters Score -417022.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -417028.937500 Penalty: 4255.763184
	Iteration 27Q: 3 clusters Score -417028.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -417034.343750 Penalty: 4255.763184
	Iteration 28Q: 3 clusters Score -417034.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -417035.656250 Penalty: 4255.763184
	Iteration 29Q: 3 clusters Score -417035.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -417037.250000 Penalty: 4255.763184
	Iteration 30Q: 3 clusters Score -417037.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -417038.781250 Penalty: 4255.763184
	Iteration 31Q: 3 clusters Score -417038.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -417038.781250 Penalty: 4255.763184
	Iteration 32Q: 3 clusters Score -417038.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -417038.906250 Penalty: 4255.763184
	Iteration 33Q: 3 clusters Score -417038.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -417038.906250 Penalty: 4255.763184
	Iteration 34F: 3 clusters Score -417038.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (29400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29400 members 
Entering Unmasked Estep 
Score: -2262316.250000 Penalty: 2551.609863
	Iteration 0F: 2 clusters Score -2262316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14831 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -2242246.750000 Penalty: 5103.219727
	Iteration 0F: 3 clusters Score -2242247 nChanged 13224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -2249774.250000 Penalty: 5103.219727
	Iteration 1F: 3 clusters Score -2249774 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15695 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -2250738.000000 Penalty: 5103.219727
	Iteration 2F: 3 clusters Score -2250738 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16408 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -2251800.500000 Penalty: 5103.219727
	Iteration 3F: 3 clusters Score -2251800 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -2252986.250000 Penalty: 5103.219727
	Iteration 4F: 3 clusters Score -2252986 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -2254313.750000 Penalty: 5103.219727
	Iteration 5F: 3 clusters Score -2254314 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20542 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -2255660.000000 Penalty: 5103.219727
	Iteration 6F: 3 clusters Score -2255660 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22087 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -2256994.000000 Penalty: 5103.219727
	Iteration 7F: 3 clusters Score -2256994 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23425 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -2258196.500000 Penalty: 5103.219727
	Iteration 8F: 3 clusters Score -2258196 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24430 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -2259164.000000 Penalty: 5103.219727
	Iteration 9Q: 3 clusters Score -2259164 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25174 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -2259845.750000 Penalty: 5103.219727
	Iteration 10Q: 3 clusters Score -2259846 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25718 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -2260268.250000 Penalty: 5103.219727
	Iteration 11Q: 3 clusters Score -2260268 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26121 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -2260512.250000 Penalty: 5103.219727
	Iteration 12Q: 3 clusters Score -2260512 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26424 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -2260678.250000 Penalty: 5103.219727
	Iteration 13Q: 3 clusters Score -2260678 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26705 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -2260849.250000 Penalty: 5103.219727
	Iteration 14Q: 3 clusters Score -2260849 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26952 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -2261005.000000 Penalty: 5103.219727
	Iteration 15Q: 3 clusters Score -2261005 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27154 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -2261117.000000 Penalty: 5103.219727
	Iteration 16Q: 3 clusters Score -2261117 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27313 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -2261205.250000 Penalty: 5103.219727
	Iteration 17Q: 3 clusters Score -2261205 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27456 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -2261283.750000 Penalty: 5103.219727
	Iteration 18Q: 3 clusters Score -2261284 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27562 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -2261349.750000 Penalty: 5103.219727
	Iteration 19Q: 3 clusters Score -2261350 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27654 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -2261399.750000 Penalty: 5103.219727
	Iteration 20F: 3 clusters Score -2261400 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27739 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -2261469.000000 Penalty: 5103.219727
	Iteration 21Q: 3 clusters Score -2261469 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27813 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -2261520.000000 Penalty: 5103.219727
	Iteration 22Q: 3 clusters Score -2261520 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27873 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -2261562.750000 Penalty: 5103.219727
	Iteration 23Q: 3 clusters Score -2261563 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27921 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -2261587.000000 Penalty: 5103.219727
	Iteration 24Q: 3 clusters Score -2261587 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27946 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -2261609.500000 Penalty: 5103.219727
	Iteration 25Q: 3 clusters Score -2261610 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27970 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -2261619.750000 Penalty: 5103.219727
	Iteration 26Q: 3 clusters Score -2261620 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27985 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -2261627.000000 Penalty: 5103.219727
	Iteration 27Q: 3 clusters Score -2261627 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27993 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -2261627.000000 Penalty: 5103.219727
	Iteration 28Q: 3 clusters Score -2261627 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27997 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -2261634.250000 Penalty: 5103.219727
	Iteration 29Q: 3 clusters Score -2261634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28001 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -2261630.000000 Penalty: 5103.219727
	Iteration 30Q: 3 clusters Score -2261630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28005 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -2261634.250000 Penalty: 5103.219727
	Iteration 31Q: 3 clusters Score -2261634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28006 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -2261634.000000 Penalty: 5103.219727
	Iteration 32Q: 3 clusters Score -2261634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28006 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -2261634.000000 Penalty: 5103.219727
	Iteration 33F: 3 clusters Score -2261634 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (25010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25010 members 
Entering Unmasked Estep 
Score: -1969609.375000 Penalty: 2511.503662
	Iteration 0F: 2 clusters Score -1969609 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -1952300.750000 Penalty: 5023.007324
	Iteration 0F: 3 clusters Score -1952301 nChanged 11184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -1958338.625000 Penalty: 5023.007324
	Iteration 1F: 3 clusters Score -1958339 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -1958907.750000 Penalty: 5023.007324
	Iteration 2F: 3 clusters Score -1958908 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -1959533.250000 Penalty: 5023.007324
	Iteration 3F: 3 clusters Score -1959533 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -1960243.000000 Penalty: 5023.007324
	Iteration 4F: 3 clusters Score -1960243 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -1961090.750000 Penalty: 5023.007324
	Iteration 5F: 3 clusters Score -1961091 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -1962109.875000 Penalty: 5023.007324
	Iteration 6F: 3 clusters Score -1962110 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -1963075.750000 Penalty: 5023.007324
	Iteration 7F: 3 clusters Score -1963076 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -1963931.875000 Penalty: 5023.007324
	Iteration 8F: 3 clusters Score -1963932 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -1964519.750000 Penalty: 5023.007324
	Iteration 9Q: 3 clusters Score -1964520 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -1964891.000000 Penalty: 5023.007324
	Iteration 10Q: 3 clusters Score -1964891 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -1965138.000000 Penalty: 5023.007324
	Iteration 11Q: 3 clusters Score -1965138 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -1965312.125000 Penalty: 5023.007324
	Iteration 12Q: 3 clusters Score -1965312 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -1965423.500000 Penalty: 5023.007324
	Iteration 13Q: 3 clusters Score -1965424 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -1965525.875000 Penalty: 5023.007324
	Iteration 14Q: 3 clusters Score -1965526 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -1965614.125000 Penalty: 5023.007324
	Iteration 15Q: 3 clusters Score -1965614 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -1965679.000000 Penalty: 5023.007324
	Iteration 16Q: 3 clusters Score -1965679 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -1965736.625000 Penalty: 5023.007324
	Iteration 17Q: 3 clusters Score -1965737 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -1965796.375000 Penalty: 5023.007324
	Iteration 18Q: 3 clusters Score -1965796 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -1965840.875000 Penalty: 5023.007324
	Iteration 19Q: 3 clusters Score -1965841 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -1965897.375000 Penalty: 5023.007324
	Iteration 20F: 3 clusters Score -1965897 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -1965925.750000 Penalty: 5023.007324
	Iteration 21Q: 3 clusters Score -1965926 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15766 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -1965977.500000 Penalty: 5023.007324
	Iteration 22Q: 3 clusters Score -1965978 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15932 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -1966008.125000 Penalty: 5023.007324
	Iteration 23Q: 3 clusters Score -1966008 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16102 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -1966039.000000 Penalty: 5023.007324
	Iteration 24Q: 3 clusters Score -1966039 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16257 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -1966059.375000 Penalty: 5023.007324
	Iteration 25Q: 3 clusters Score -1966059 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -1966099.875000 Penalty: 5023.007324
	Iteration 26Q: 3 clusters Score -1966100 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -1966116.125000 Penalty: 5023.007324
	Iteration 27Q: 3 clusters Score -1966116 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16733 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -1966158.875000 Penalty: 5023.007324
	Iteration 28Q: 3 clusters Score -1966159 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16891 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1966179.375000 Penalty: 5023.007324
	Iteration 29Q: 3 clusters Score -1966179 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -1966195.250000 Penalty: 5023.007324
	Iteration 30Q: 3 clusters Score -1966195 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1966223.875000 Penalty: 5023.007324
	Iteration 31Q: 3 clusters Score -1966224 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17330 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1966251.375000 Penalty: 5023.007324
	Iteration 32Q: 3 clusters Score -1966251 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17469 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1966275.750000 Penalty: 5023.007324
	Iteration 33Q: 3 clusters Score -1966276 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17611 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1966294.750000 Penalty: 5023.007324
	Iteration 34Q: 3 clusters Score -1966295 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17730 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -1966311.250000 Penalty: 5023.007324
	Iteration 35Q: 3 clusters Score -1966311 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -1966327.750000 Penalty: 5023.007324
	Iteration 36Q: 3 clusters Score -1966328 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17956 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1966340.500000 Penalty: 5023.007324
	Iteration 37Q: 3 clusters Score -1966340 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18088 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1966370.375000 Penalty: 5023.007324
	Iteration 38Q: 3 clusters Score -1966370 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18219 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1966395.125000 Penalty: 5023.007324
	Iteration 39Q: 3 clusters Score -1966395 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18345 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -1966412.625000 Penalty: 5023.007324
	Iteration 40F: 3 clusters Score -1966413 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -1966430.875000 Penalty: 5023.007324
	Iteration 41Q: 3 clusters Score -1966431 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18583 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1966450.250000 Penalty: 5023.007324
	Iteration 42Q: 3 clusters Score -1966450 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18710 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1966476.500000 Penalty: 5023.007324
	Iteration 43Q: 3 clusters Score -1966476 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18835 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1966507.000000 Penalty: 5023.007324
	Iteration 44Q: 3 clusters Score -1966507 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18964 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1966522.500000 Penalty: 5023.007324
	Iteration 45Q: 3 clusters Score -1966522 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19095 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1966542.625000 Penalty: 5023.007324
	Iteration 46Q: 3 clusters Score -1966543 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19229 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1966580.125000 Penalty: 5023.007324
	Iteration 47Q: 3 clusters Score -1966580 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19377 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1966611.875000 Penalty: 5023.007324
	Iteration 48Q: 3 clusters Score -1966612 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19535 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1966657.375000 Penalty: 5023.007324
	Iteration 49Q: 3 clusters Score -1966657 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19695 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1966685.875000 Penalty: 5023.007324
	Iteration 50Q: 3 clusters Score -1966686 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19861 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1966728.625000 Penalty: 5023.007324
	Iteration 51Q: 3 clusters Score -1966729 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20016 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1966766.375000 Penalty: 5023.007324
	Iteration 52Q: 3 clusters Score -1966766 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20159 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1966792.750000 Penalty: 5023.007324
	Iteration 53Q: 3 clusters Score -1966793 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20290 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1966820.000000 Penalty: 5023.007324
	Iteration 54Q: 3 clusters Score -1966820 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20422 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1966856.000000 Penalty: 5023.007324
	Iteration 55Q: 3 clusters Score -1966856 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20564 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1966892.375000 Penalty: 5023.007324
	Iteration 56Q: 3 clusters Score -1966892 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20680 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1966914.500000 Penalty: 5023.007324
	Iteration 57Q: 3 clusters Score -1966914 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20783 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1966928.375000 Penalty: 5023.007324
	Iteration 58Q: 3 clusters Score -1966928 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20882 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1966955.500000 Penalty: 5023.007324
	Iteration 59Q: 3 clusters Score -1966956 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20985 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1966971.375000 Penalty: 5023.007324
	Iteration 60F: 3 clusters Score -1966971 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21065 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1966989.625000 Penalty: 5023.007324
	Iteration 61Q: 3 clusters Score -1966990 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21149 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1967010.000000 Penalty: 5023.007324
	Iteration 62Q: 3 clusters Score -1967010 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21231 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1967028.500000 Penalty: 5023.007324
	Iteration 63Q: 3 clusters Score -1967028 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21301 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1967038.875000 Penalty: 5023.007324
	Iteration 64Q: 3 clusters Score -1967039 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21362 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1967053.125000 Penalty: 5023.007324
	Iteration 65Q: 3 clusters Score -1967053 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21419 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1967062.375000 Penalty: 5023.007324
	Iteration 66Q: 3 clusters Score -1967062 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21468 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1967067.000000 Penalty: 5023.007324
	Iteration 67Q: 3 clusters Score -1967067 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21504 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -1967078.875000 Penalty: 5023.007324
	Iteration 68Q: 3 clusters Score -1967079 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21536 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1967085.750000 Penalty: 5023.007324
	Iteration 69Q: 3 clusters Score -1967086 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21565 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1967082.625000 Penalty: 5023.007324
	Iteration 70Q: 3 clusters Score -1967083 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21601 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1967094.375000 Penalty: 5023.007324
	Iteration 71Q: 3 clusters Score -1967094 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21633 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1967092.250000 Penalty: 5023.007324
	Iteration 72Q: 3 clusters Score -1967092 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21666 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1967101.625000 Penalty: 5023.007324
	Iteration 73Q: 3 clusters Score -1967102 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21704 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1967111.250000 Penalty: 5023.007324
	Iteration 74Q: 3 clusters Score -1967111 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21738 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1967113.875000 Penalty: 5023.007324
	Iteration 75Q: 3 clusters Score -1967114 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21772 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1967118.500000 Penalty: 5023.007324
	Iteration 76Q: 3 clusters Score -1967118 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21808 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1967116.750000 Penalty: 5023.007324
	Iteration 77Q: 3 clusters Score -1967117 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21838 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1967120.750000 Penalty: 5023.007324
	Iteration 78Q: 3 clusters Score -1967121 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21860 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1967126.000000 Penalty: 5023.007324
	Iteration 79Q: 3 clusters Score -1967126 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21886 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -1967130.375000 Penalty: 5023.007324
	Iteration 80F: 3 clusters Score -1967130 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21916 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1967135.750000 Penalty: 5023.007324
	Iteration 81Q: 3 clusters Score -1967136 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21951 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -1967141.625000 Penalty: 5023.007324
	Iteration 82Q: 3 clusters Score -1967142 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21975 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -1967146.625000 Penalty: 5023.007324
	Iteration 83Q: 3 clusters Score -1967147 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21993 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1967153.625000 Penalty: 5023.007324
	Iteration 84Q: 3 clusters Score -1967154 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22013 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1967155.375000 Penalty: 5023.007324
	Iteration 85Q: 3 clusters Score -1967155 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22040 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1967164.125000 Penalty: 5023.007324
	Iteration 86Q: 3 clusters Score -1967164 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22058 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1967163.500000 Penalty: 5023.007324
	Iteration 87Q: 3 clusters Score -1967164 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22081 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1967170.750000 Penalty: 5023.007324
	Iteration 88Q: 3 clusters Score -1967171 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22108 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1967171.250000 Penalty: 5023.007324
	Iteration 89Q: 3 clusters Score -1967171 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22133 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1967174.125000 Penalty: 5023.007324
	Iteration 90Q: 3 clusters Score -1967174 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22165 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1967178.875000 Penalty: 5023.007324
	Iteration 91Q: 3 clusters Score -1967179 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22200 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1967184.250000 Penalty: 5023.007324
	Iteration 92Q: 3 clusters Score -1967184 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22227 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1967195.250000 Penalty: 5023.007324
	Iteration 93Q: 3 clusters Score -1967195 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22253 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1967197.625000 Penalty: 5023.007324
	Iteration 94Q: 3 clusters Score -1967198 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22290 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1967203.375000 Penalty: 5023.007324
	Iteration 95Q: 3 clusters Score -1967203 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22324 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1967208.250000 Penalty: 5023.007324
	Iteration 96Q: 3 clusters Score -1967208 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22359 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1967219.375000 Penalty: 5023.007324
	Iteration 97Q: 3 clusters Score -1967219 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22399 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1967222.250000 Penalty: 5023.007324
	Iteration 98Q: 3 clusters Score -1967222 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22443 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1967228.875000 Penalty: 5023.007324
	Iteration 99Q: 3 clusters Score -1967229 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22489 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1967237.750000 Penalty: 5023.007324
	Iteration 100F: 3 clusters Score -1967238 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22526 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1967245.125000 Penalty: 5023.007324
	Iteration 101Q: 3 clusters Score -1967245 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22563 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1967254.250000 Penalty: 5023.007324
	Iteration 102Q: 3 clusters Score -1967254 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22609 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1967265.500000 Penalty: 5023.007324
	Iteration 103Q: 3 clusters Score -1967266 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22655 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1967279.000000 Penalty: 5023.007324
	Iteration 104Q: 3 clusters Score -1967279 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22691 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1967290.875000 Penalty: 5023.007324
	Iteration 105Q: 3 clusters Score -1967291 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22730 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1967297.750000 Penalty: 5023.007324
	Iteration 106Q: 3 clusters Score -1967298 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22767 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1967303.750000 Penalty: 5023.007324
	Iteration 107Q: 3 clusters Score -1967304 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22802 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1967312.500000 Penalty: 5023.007324
	Iteration 108Q: 3 clusters Score -1967312 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22834 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1967321.000000 Penalty: 5023.007324
	Iteration 109Q: 3 clusters Score -1967321 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22874 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1967330.625000 Penalty: 5023.007324
	Iteration 110Q: 3 clusters Score -1967331 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22909 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -1967338.750000 Penalty: 5023.007324
	Iteration 111Q: 3 clusters Score -1967339 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22941 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1967352.875000 Penalty: 5023.007324
	Iteration 112Q: 3 clusters Score -1967353 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22978 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1967353.750000 Penalty: 5023.007324
	Iteration 113Q: 3 clusters Score -1967354 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23008 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1967361.125000 Penalty: 5023.007324
	Iteration 114Q: 3 clusters Score -1967361 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23028 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1967369.250000 Penalty: 5023.007324
	Iteration 115Q: 3 clusters Score -1967369 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23047 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1967372.625000 Penalty: 5023.007324
	Iteration 116Q: 3 clusters Score -1967373 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23062 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1967373.500000 Penalty: 5023.007324
	Iteration 117Q: 3 clusters Score -1967374 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23075 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1967378.500000 Penalty: 5023.007324
	Iteration 118Q: 3 clusters Score -1967378 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23089 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1967379.500000 Penalty: 5023.007324
	Iteration 119Q: 3 clusters Score -1967380 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23105 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1967383.875000 Penalty: 5023.007324
	Iteration 120F: 3 clusters Score -1967384 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23117 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1967382.750000 Penalty: 5023.007324
	Iteration 121Q: 3 clusters Score -1967383 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23135 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1967387.000000 Penalty: 5023.007324
	Iteration 122Q: 3 clusters Score -1967387 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23149 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1967393.125000 Penalty: 5023.007324
	Iteration 123Q: 3 clusters Score -1967393 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23163 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1967398.250000 Penalty: 5023.007324
	Iteration 124Q: 3 clusters Score -1967398 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23174 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1967400.875000 Penalty: 5023.007324
	Iteration 125Q: 3 clusters Score -1967401 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23186 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1967401.125000 Penalty: 5023.007324
	Iteration 126Q: 3 clusters Score -1967401 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23205 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1967413.875000 Penalty: 5023.007324
	Iteration 127Q: 3 clusters Score -1967414 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23224 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1967419.000000 Penalty: 5023.007324
	Iteration 128Q: 3 clusters Score -1967419 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23242 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1967425.250000 Penalty: 5023.007324
	Iteration 129Q: 3 clusters Score -1967425 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23256 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1967426.500000 Penalty: 5023.007324
	Iteration 130Q: 3 clusters Score -1967426 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23266 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1967423.500000 Penalty: 5023.007324
	Iteration 131Q: 3 clusters Score -1967424 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23280 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1967428.000000 Penalty: 5023.007324
	Iteration 132Q: 3 clusters Score -1967428 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23295 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1967433.875000 Penalty: 5023.007324
	Iteration 133Q: 3 clusters Score -1967434 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23316 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1967442.375000 Penalty: 5023.007324
	Iteration 134Q: 3 clusters Score -1967442 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23338 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1967448.250000 Penalty: 5023.007324
	Iteration 135Q: 3 clusters Score -1967448 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23356 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1967453.750000 Penalty: 5023.007324
	Iteration 136Q: 3 clusters Score -1967454 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23376 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1967463.000000 Penalty: 5023.007324
	Iteration 137Q: 3 clusters Score -1967463 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23402 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1967465.500000 Penalty: 5023.007324
	Iteration 138Q: 3 clusters Score -1967466 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23420 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1967476.500000 Penalty: 5023.007324
	Iteration 139Q: 3 clusters Score -1967476 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23443 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1967479.000000 Penalty: 5023.007324
	Iteration 140F: 3 clusters Score -1967479 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23463 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1967489.250000 Penalty: 5023.007324
	Iteration 141Q: 3 clusters Score -1967489 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23477 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1967494.250000 Penalty: 5023.007324
	Iteration 142Q: 3 clusters Score -1967494 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23489 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1967503.125000 Penalty: 5023.007324
	Iteration 143Q: 3 clusters Score -1967503 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23506 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1967505.750000 Penalty: 5023.007324
	Iteration 144Q: 3 clusters Score -1967506 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23518 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1967509.500000 Penalty: 5023.007324
	Iteration 145Q: 3 clusters Score -1967510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23525 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1967510.750000 Penalty: 5023.007324
	Iteration 146Q: 3 clusters Score -1967511 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23528 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1967513.750000 Penalty: 5023.007324
	Iteration 147Q: 3 clusters Score -1967514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23530 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1967514.000000 Penalty: 5023.007324
	Iteration 148Q: 3 clusters Score -1967514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23536 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1967518.625000 Penalty: 5023.007324
	Iteration 149Q: 3 clusters Score -1967519 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23539 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1967515.750000 Penalty: 5023.007324
	Iteration 150Q: 3 clusters Score -1967516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23543 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1967518.750000 Penalty: 5023.007324
	Iteration 151Q: 3 clusters Score -1967519 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23546 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1967520.000000 Penalty: 5023.007324
	Iteration 152Q: 3 clusters Score -1967520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23553 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1967518.875000 Penalty: 5023.007324
	Iteration 153Q: 3 clusters Score -1967519 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23565 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1967522.500000 Penalty: 5023.007324
	Iteration 154Q: 3 clusters Score -1967522 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23573 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1967529.500000 Penalty: 5023.007324
	Iteration 155Q: 3 clusters Score -1967530 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23584 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1967529.500000 Penalty: 5023.007324
	Iteration 156Q: 3 clusters Score -1967530 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23595 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1967534.875000 Penalty: 5023.007324
	Iteration 157Q: 3 clusters Score -1967535 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23600 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1967538.500000 Penalty: 5023.007324
	Iteration 158Q: 3 clusters Score -1967538 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23611 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1967541.875000 Penalty: 5023.007324
	Iteration 159Q: 3 clusters Score -1967542 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23623 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1967538.500000 Penalty: 5023.007324
	Iteration 160F: 3 clusters Score -1967538 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23634 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1967547.000000 Penalty: 5023.007324
	Iteration 161Q: 3 clusters Score -1967547 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23639 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1967555.000000 Penalty: 5023.007324
	Iteration 162Q: 3 clusters Score -1967555 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23648 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1967556.875000 Penalty: 5023.007324
	Iteration 163Q: 3 clusters Score -1967557 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23656 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1967556.375000 Penalty: 5023.007324
	Iteration 164Q: 3 clusters Score -1967556 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23666 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1967560.875000 Penalty: 5023.007324
	Iteration 165Q: 3 clusters Score -1967561 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23670 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1967563.125000 Penalty: 5023.007324
	Iteration 166Q: 3 clusters Score -1967563 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23676 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1967567.125000 Penalty: 5023.007324
	Iteration 167Q: 3 clusters Score -1967567 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23681 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1967571.125000 Penalty: 5023.007324
	Iteration 168Q: 3 clusters Score -1967571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23684 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1967570.500000 Penalty: 5023.007324
	Iteration 169Q: 3 clusters Score -1967570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23686 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1967573.250000 Penalty: 5023.007324
	Iteration 170Q: 3 clusters Score -1967573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23688 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1967571.125000 Penalty: 5023.007324
	Iteration 171Q: 3 clusters Score -1967571 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23693 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1967571.000000 Penalty: 5023.007324
	Iteration 172Q: 3 clusters Score -1967571 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23699 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1967570.000000 Penalty: 5023.007324
	Iteration 173Q: 3 clusters Score -1967570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23704 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1967569.625000 Penalty: 5023.007324
	Iteration 174Q: 3 clusters Score -1967570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23708 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1967573.875000 Penalty: 5023.007324
	Iteration 175Q: 3 clusters Score -1967574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23714 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1967571.625000 Penalty: 5023.007324
	Iteration 176Q: 3 clusters Score -1967572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23719 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1967575.750000 Penalty: 5023.007324
	Iteration 177Q: 3 clusters Score -1967576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23722 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1967574.750000 Penalty: 5023.007324
	Iteration 178Q: 3 clusters Score -1967575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23723 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1967580.000000 Penalty: 5023.007324
	Iteration 179Q: 3 clusters Score -1967580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23724 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1967576.125000 Penalty: 5023.007324
	Iteration 180F: 3 clusters Score -1967576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23727 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1967576.500000 Penalty: 5023.007324
	Iteration 181Q: 3 clusters Score -1967576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23727 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1967576.500000 Penalty: 5023.007324
	Iteration 182F: 3 clusters Score -1967576 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (16122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Entering Unmasked Estep 
Score: -1328624.250000 Penalty: 2402.609131
	Iteration 0F: 2 clusters Score -1328624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1317047.375000 Penalty: 4805.218262
	Iteration 0F: 3 clusters Score -1317047 nChanged 7012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1320753.125000 Penalty: 4805.218262
	Iteration 1F: 3 clusters Score -1320753 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -1321229.875000 Penalty: 4805.218262
	Iteration 2F: 3 clusters Score -1321230 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1321723.000000 Penalty: 4805.218262
	Iteration 3F: 3 clusters Score -1321723 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -1322206.625000 Penalty: 4805.218262
	Iteration 4F: 3 clusters Score -1322207 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -1322661.500000 Penalty: 4805.218262
	Iteration 5Q: 3 clusters Score -1322662 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -1323103.375000 Penalty: 4805.218262
	Iteration 6Q: 3 clusters Score -1323103 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1323514.625000 Penalty: 4805.218262
	Iteration 7Q: 3 clusters Score -1323515 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -1323902.375000 Penalty: 4805.218262
	Iteration 8Q: 3 clusters Score -1323902 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -1324269.375000 Penalty: 4805.218262
	Iteration 9Q: 3 clusters Score -1324269 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -1324591.500000 Penalty: 4805.218262
	Iteration 10Q: 3 clusters Score -1324592 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -1324842.500000 Penalty: 4805.218262
	Iteration 11Q: 3 clusters Score -1324842 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -1325030.750000 Penalty: 4805.218262
	Iteration 12Q: 3 clusters Score -1325031 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -1325178.875000 Penalty: 4805.218262
	Iteration 13Q: 3 clusters Score -1325179 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -1325276.375000 Penalty: 4805.218262
	Iteration 14Q: 3 clusters Score -1325276 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -1325346.375000 Penalty: 4805.218262
	Iteration 15Q: 3 clusters Score -1325346 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -1325402.250000 Penalty: 4805.218262
	Iteration 16Q: 3 clusters Score -1325402 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -1325448.125000 Penalty: 4805.218262
	Iteration 17Q: 3 clusters Score -1325448 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -1325481.000000 Penalty: 4805.218262
	Iteration 18Q: 3 clusters Score -1325481 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -1325498.125000 Penalty: 4805.218262
	Iteration 19Q: 3 clusters Score -1325498 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -1325519.000000 Penalty: 4805.218262
	Iteration 20F: 3 clusters Score -1325519 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -1325532.500000 Penalty: 4805.218262
	Iteration 21Q: 3 clusters Score -1325532 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -1325547.125000 Penalty: 4805.218262
	Iteration 22Q: 3 clusters Score -1325547 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -1325562.125000 Penalty: 4805.218262
	Iteration 23Q: 3 clusters Score -1325562 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -1325567.125000 Penalty: 4805.218262
	Iteration 24Q: 3 clusters Score -1325567 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -1325573.500000 Penalty: 4805.218262
	Iteration 25Q: 3 clusters Score -1325574 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -1325577.750000 Penalty: 4805.218262
	Iteration 26Q: 3 clusters Score -1325578 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -1325583.500000 Penalty: 4805.218262
	Iteration 27Q: 3 clusters Score -1325584 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -1325585.500000 Penalty: 4805.218262
	Iteration 28Q: 3 clusters Score -1325586 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -1325586.000000 Penalty: 4805.218262
	Iteration 29Q: 3 clusters Score -1325586 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -1325586.750000 Penalty: 4805.218262
	Iteration 30Q: 3 clusters Score -1325587 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -1325587.750000 Penalty: 4805.218262
	Iteration 31Q: 3 clusters Score -1325588 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -1325590.500000 Penalty: 4805.218262
	Iteration 32Q: 3 clusters Score -1325590 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -1325594.250000 Penalty: 4805.218262
	Iteration 33Q: 3 clusters Score -1325594 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -1325592.500000 Penalty: 4805.218262
	Iteration 34Q: 3 clusters Score -1325592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -1325589.000000 Penalty: 4805.218262
	Iteration 35Q: 3 clusters Score -1325589 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -1325591.500000 Penalty: 4805.218262
	Iteration 36Q: 3 clusters Score -1325592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -1325593.375000 Penalty: 4805.218262
	Iteration 37Q: 3 clusters Score -1325593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -1325593.625000 Penalty: 4805.218262
	Iteration 38Q: 3 clusters Score -1325594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -1325592.750000 Penalty: 4805.218262
	Iteration 39Q: 3 clusters Score -1325593 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -1325592.750000 Penalty: 4805.218262
	Iteration 40F: 3 clusters Score -1325593 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (103996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103996 members 
Entering Unmasked Estep 
Score: -8290250.000000 Penalty: 2864.922852
	Iteration 0F: 2 clusters Score -8290250 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51538 members 
Mstep: Class 2 contains 52458 members 
Entering Unmasked Estep 
Score: -8220567.500000 Penalty: 5729.845703
	Iteration 0F: 3 clusters Score -8220568 nChanged 49166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46160 members 
Mstep: Class 2 contains 57836 members 
Entering Unmasked Estep 
Score: -8249024.000000 Penalty: 5729.845703
	Iteration 1F: 3 clusters Score -8249024 nChanged 4578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42656 members 
Mstep: Class 2 contains 61340 members 
Entering Unmasked Estep 
Score: -8250872.000000 Penalty: 5729.845703
	Iteration 2Q: 3 clusters Score -8250872 nChanged 5756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37478 members 
Mstep: Class 2 contains 66518 members 
Entering Unmasked Estep 
Score: -8253999.000000 Penalty: 5729.845703
	Iteration 3F: 3 clusters Score -8253999 nChanged 7466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30270 members 
Mstep: Class 2 contains 73726 members 
Entering Unmasked Estep 
Score: -8259308.500000 Penalty: 5729.845703
	Iteration 4F: 3 clusters Score -8259308 nChanged 9090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21298 members 
Mstep: Class 2 contains 82698 members 
Entering Unmasked Estep 
Score: -8267161.500000 Penalty: 5729.845703
	Iteration 5F: 3 clusters Score -8267162 nChanged 9202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 91844 members 
Entering Unmasked Estep 
Score: -8276173.500000 Penalty: 5729.845703
	Iteration 6F: 3 clusters Score -8276174 nChanged 6664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 98486 members 
Entering Unmasked Estep 
Score: -8282846.500000 Penalty: 5729.845703
	Iteration 7F: 3 clusters Score -8282846 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 101726 members 
Entering Unmasked Estep 
Score: -8285896.000000 Penalty: 5729.845703
	Iteration 8Q: 3 clusters Score -8285896 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 102926 members 
Entering Unmasked Estep 
Score: -8287011.000000 Penalty: 5729.845703
	Iteration 9Q: 3 clusters Score -8287011 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 103328 members 
Entering Unmasked Estep 
Score: -8287416.500000 Penalty: 5729.845703
	Iteration 10Q: 3 clusters Score -8287416 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 103462 members 
Entering Unmasked Estep 
Score: -8287606.500000 Penalty: 5729.845703
	Iteration 11Q: 3 clusters Score -8287606 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 103517 members 
Entering Unmasked Estep 
Score: -8287696.500000 Penalty: 5729.845703
	Iteration 12Q: 3 clusters Score -8287696 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 103538 members 
Entering Unmasked Estep 
Score: -8287769.000000 Penalty: 5729.845703
	Iteration 13Q: 3 clusters Score -8287769 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 103551 members 
Entering Unmasked Estep 
Score: -8287829.000000 Penalty: 5729.845703
	Iteration 14Q: 3 clusters Score -8287829 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 103554 members 
Entering Unmasked Estep 
Score: -8287869.000000 Penalty: 5729.845703
	Iteration 15Q: 3 clusters Score -8287869 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 103551 members 
Entering Unmasked Estep 
Score: -8287912.500000 Penalty: 5729.845703
	Iteration 16Q: 3 clusters Score -8287912 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 103542 members 
Entering Unmasked Estep 
Score: -8287933.000000 Penalty: 5729.845703
	Iteration 17Q: 3 clusters Score -8287933 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 103533 members 
Entering Unmasked Estep 
Score: -8287967.000000 Penalty: 5729.845703
	Iteration 18Q: 3 clusters Score -8287967 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 103530 members 
Entering Unmasked Estep 
Score: -8287982.000000 Penalty: 5729.845703
	Iteration 19Q: 3 clusters Score -8287982 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 103520 members 
Entering Unmasked Estep 
Score: -8288003.000000 Penalty: 5729.845703
	Iteration 20F: 3 clusters Score -8288003 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 103515 members 
Entering Unmasked Estep 
Score: -8288009.000000 Penalty: 5729.845703
	Iteration 21Q: 3 clusters Score -8288009 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 103513 members 
Entering Unmasked Estep 
Score: -8288015.000000 Penalty: 5729.845703
	Iteration 22Q: 3 clusters Score -8288015 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 103511 members 
Entering Unmasked Estep 
Score: -8288025.000000 Penalty: 5729.845703
	Iteration 23Q: 3 clusters Score -8288025 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 103501 members 
Entering Unmasked Estep 
Score: -8288038.500000 Penalty: 5729.845703
	Iteration 24Q: 3 clusters Score -8288038 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 103494 members 
Entering Unmasked Estep 
Score: -8288039.000000 Penalty: 5729.845703
	Iteration 25Q: 3 clusters Score -8288039 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 103487 members 
Entering Unmasked Estep 
Score: -8288041.000000 Penalty: 5729.845703
	Iteration 26Q: 3 clusters Score -8288041 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 103485 members 
Entering Unmasked Estep 
Score: -8288041.500000 Penalty: 5729.845703
	Iteration 27Q: 3 clusters Score -8288042 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 103481 members 
Entering Unmasked Estep 
Score: -8288056.000000 Penalty: 5729.845703
	Iteration 28Q: 3 clusters Score -8288056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 103486 members 
Entering Unmasked Estep 
Score: -8288071.500000 Penalty: 5729.845703
	Iteration 29Q: 3 clusters Score -8288072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 103484 members 
Entering Unmasked Estep 
Score: -8288073.000000 Penalty: 5729.845703
	Iteration 30Q: 3 clusters Score -8288073 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 103483 members 
Entering Unmasked Estep 
Score: -8288071.500000 Penalty: 5729.845703
	Iteration 31Q: 3 clusters Score -8288072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 103482 members 
Entering Unmasked Estep 
Score: -8288074.000000 Penalty: 5729.845703
	Iteration 32Q: 3 clusters Score -8288074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 103480 members 
Entering Unmasked Estep 
Score: -8288064.500000 Penalty: 5729.845703
	Iteration 33Q: 3 clusters Score -8288064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 103480 members 
Entering Unmasked Estep 
Score: -8288064.000000 Penalty: 5729.845703
	Iteration 34Q: 3 clusters Score -8288064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 103481 members 
Entering Unmasked Estep 
Score: -8288068.500000 Penalty: 5729.845703
	Iteration 35Q: 3 clusters Score -8288068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 103480 members 
Entering Unmasked Estep 
Score: -8288071.000000 Penalty: 5729.845703
	Iteration 36Q: 3 clusters Score -8288071 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 103480 members 
Entering Unmasked Estep 
Score: -8288071.000000 Penalty: 5729.845703
	Iteration 37F: 3 clusters Score -8288071 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (26070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26070 members 
Entering Unmasked Estep 
Score: -2141201.250000 Penalty: 2521.798096
	Iteration 0F: 2 clusters Score -2141201 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -2123141.500000 Penalty: 5043.596191
	Iteration 0F: 3 clusters Score -2123142 nChanged 11729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -2129364.500000 Penalty: 5043.596191
	Iteration 1F: 3 clusters Score -2129364 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -2129910.250000 Penalty: 5043.596191
	Iteration 2F: 3 clusters Score -2129910 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -2130469.250000 Penalty: 5043.596191
	Iteration 3F: 3 clusters Score -2130469 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -2131078.250000 Penalty: 5043.596191
	Iteration 4F: 3 clusters Score -2131078 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15928 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -2131853.750000 Penalty: 5043.596191
	Iteration 5F: 3 clusters Score -2131854 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17026 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -2132862.250000 Penalty: 5043.596191
	Iteration 6F: 3 clusters Score -2132862 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18239 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -2134077.750000 Penalty: 5043.596191
	Iteration 7F: 3 clusters Score -2134078 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19430 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -2135389.500000 Penalty: 5043.596191
	Iteration 8F: 3 clusters Score -2135390 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20401 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -2136578.000000 Penalty: 5043.596191
	Iteration 9F: 3 clusters Score -2136578 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21025 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -2137314.000000 Penalty: 5043.596191
	Iteration 10Q: 3 clusters Score -2137314 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21414 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -2137667.250000 Penalty: 5043.596191
	Iteration 11Q: 3 clusters Score -2137667 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21710 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -2137853.250000 Penalty: 5043.596191
	Iteration 12Q: 3 clusters Score -2137853 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21970 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -2137979.500000 Penalty: 5043.596191
	Iteration 13Q: 3 clusters Score -2137980 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22214 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -2138092.000000 Penalty: 5043.596191
	Iteration 14Q: 3 clusters Score -2138092 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22421 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -2138163.250000 Penalty: 5043.596191
	Iteration 15Q: 3 clusters Score -2138163 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22574 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -2138216.250000 Penalty: 5043.596191
	Iteration 16Q: 3 clusters Score -2138216 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22726 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -2138264.750000 Penalty: 5043.596191
	Iteration 17Q: 3 clusters Score -2138265 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22894 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -2138322.250000 Penalty: 5043.596191
	Iteration 18Q: 3 clusters Score -2138322 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23047 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -2138367.750000 Penalty: 5043.596191
	Iteration 19Q: 3 clusters Score -2138368 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23218 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -2138427.000000 Penalty: 5043.596191
	Iteration 20F: 3 clusters Score -2138427 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23364 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -2138481.000000 Penalty: 5043.596191
	Iteration 21Q: 3 clusters Score -2138481 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23503 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -2138534.250000 Penalty: 5043.596191
	Iteration 22Q: 3 clusters Score -2138534 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23639 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -2138582.250000 Penalty: 5043.596191
	Iteration 23Q: 3 clusters Score -2138582 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23758 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -2138619.500000 Penalty: 5043.596191
	Iteration 24Q: 3 clusters Score -2138620 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23863 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -2138663.000000 Penalty: 5043.596191
	Iteration 25Q: 3 clusters Score -2138663 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23966 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -2138695.500000 Penalty: 5043.596191
	Iteration 26Q: 3 clusters Score -2138696 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24058 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -2138724.750000 Penalty: 5043.596191
	Iteration 27Q: 3 clusters Score -2138725 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24133 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -2138754.000000 Penalty: 5043.596191
	Iteration 28Q: 3 clusters Score -2138754 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24215 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -2138782.500000 Penalty: 5043.596191
	Iteration 29Q: 3 clusters Score -2138782 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24290 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -2138799.500000 Penalty: 5043.596191
	Iteration 30Q: 3 clusters Score -2138800 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24346 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -2138818.250000 Penalty: 5043.596191
	Iteration 31Q: 3 clusters Score -2138818 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24409 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -2138840.000000 Penalty: 5043.596191
	Iteration 32Q: 3 clusters Score -2138840 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24466 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -2138862.250000 Penalty: 5043.596191
	Iteration 33Q: 3 clusters Score -2138862 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24515 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -2138874.000000 Penalty: 5043.596191
	Iteration 34Q: 3 clusters Score -2138874 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24555 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -2138889.250000 Penalty: 5043.596191
	Iteration 35Q: 3 clusters Score -2138889 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24588 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -2138905.750000 Penalty: 5043.596191
	Iteration 36Q: 3 clusters Score -2138906 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24615 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -2138911.750000 Penalty: 5043.596191
	Iteration 37Q: 3 clusters Score -2138912 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24637 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -2138918.000000 Penalty: 5043.596191
	Iteration 38Q: 3 clusters Score -2138918 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24658 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -2138927.750000 Penalty: 5043.596191
	Iteration 39Q: 3 clusters Score -2138928 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24679 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -2138932.000000 Penalty: 5043.596191
	Iteration 40F: 3 clusters Score -2138932 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24695 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -2138937.250000 Penalty: 5043.596191
	Iteration 41Q: 3 clusters Score -2138937 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24713 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -2138941.250000 Penalty: 5043.596191
	Iteration 42Q: 3 clusters Score -2138941 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24727 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -2138947.750000 Penalty: 5043.596191
	Iteration 43Q: 3 clusters Score -2138948 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24738 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -2138949.250000 Penalty: 5043.596191
	Iteration 44Q: 3 clusters Score -2138949 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24750 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -2138954.750000 Penalty: 5043.596191
	Iteration 45Q: 3 clusters Score -2138955 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24763 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -2138956.750000 Penalty: 5043.596191
	Iteration 46Q: 3 clusters Score -2138957 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24776 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -2138967.000000 Penalty: 5043.596191
	Iteration 47Q: 3 clusters Score -2138967 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24787 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -2138974.500000 Penalty: 5043.596191
	Iteration 48Q: 3 clusters Score -2138974 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24797 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -2138976.000000 Penalty: 5043.596191
	Iteration 49Q: 3 clusters Score -2138976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24804 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -2138974.750000 Penalty: 5043.596191
	Iteration 50Q: 3 clusters Score -2138975 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24813 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -2138978.000000 Penalty: 5043.596191
	Iteration 51Q: 3 clusters Score -2138978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24819 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -2138979.750000 Penalty: 5043.596191
	Iteration 52Q: 3 clusters Score -2138980 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24829 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -2138983.750000 Penalty: 5043.596191
	Iteration 53Q: 3 clusters Score -2138984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24830 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -2138982.250000 Penalty: 5043.596191
	Iteration 54Q: 3 clusters Score -2138982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24829 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -2138983.750000 Penalty: 5043.596191
	Iteration 55Q: 3 clusters Score -2138984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24828 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -2138983.250000 Penalty: 5043.596191
	Iteration 56Q: 3 clusters Score -2138983 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24828 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -2138983.250000 Penalty: 5043.596191
	Iteration 57F: 3 clusters Score -2138983 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Entering Unmasked Estep 
Score: -140288.296875 Penalty: 1916.319458
	Iteration 0F: 2 clusters Score -140288.3 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 1136 members 
Entering Unmasked Estep 
Score: -137604.375000 Penalty: 3832.638916
	Iteration 0F: 3 clusters Score -137604.4 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -138301.000000 Penalty: 3832.638916
	Iteration 1F: 3 clusters Score -138301 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -138503.843750 Penalty: 3832.638916
	Iteration 2F: 3 clusters Score -138503.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -138604.843750 Penalty: 3832.638916
	Iteration 3Q: 3 clusters Score -138604.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -138696.531250 Penalty: 3832.638916
	Iteration 4Q: 3 clusters Score -138696.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -138799.453125 Penalty: 3832.638916
	Iteration 5Q: 3 clusters Score -138799.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -138917.906250 Penalty: 3832.638916
	Iteration 6Q: 3 clusters Score -138917.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -139027.937500 Penalty: 3832.638916
	Iteration 7Q: 3 clusters Score -139027.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -139104.937500 Penalty: 3832.638916
	Iteration 8Q: 3 clusters Score -139104.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -139147.000000 Penalty: 3832.638916
	Iteration 9Q: 3 clusters Score -139147 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -139182.531250 Penalty: 3832.638916
	Iteration 10Q: 3 clusters Score -139182.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -139211.734375 Penalty: 3832.638916
	Iteration 11Q: 3 clusters Score -139211.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -139249.968750 Penalty: 3832.638916
	Iteration 12Q: 3 clusters Score -139250 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -139291.937500 Penalty: 3832.638916
	Iteration 13Q: 3 clusters Score -139291.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -139328.328125 Penalty: 3832.638916
	Iteration 14Q: 3 clusters Score -139328.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -139357.656250 Penalty: 3832.638916
	Iteration 15Q: 3 clusters Score -139357.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -139384.093750 Penalty: 3832.638916
	Iteration 16Q: 3 clusters Score -139384.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -139402.468750 Penalty: 3832.638916
	Iteration 17Q: 3 clusters Score -139402.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -139438.875000 Penalty: 3832.638916
	Iteration 18Q: 3 clusters Score -139438.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -139489.000000 Penalty: 3832.638916
	Iteration 19Q: 3 clusters Score -139489 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -139523.859375 Penalty: 3832.638916
	Iteration 20F: 3 clusters Score -139523.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -139534.437500 Penalty: 3832.638916
	Iteration 21Q: 3 clusters Score -139534.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -139542.078125 Penalty: 3832.638916
	Iteration 22Q: 3 clusters Score -139542.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -139552.000000 Penalty: 3832.638916
	Iteration 23Q: 3 clusters Score -139552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -139555.156250 Penalty: 3832.638916
	Iteration 24Q: 3 clusters Score -139555.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -139558.265625 Penalty: 3832.638916
	Iteration 25Q: 3 clusters Score -139558.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -139561.156250 Penalty: 3832.638916
	Iteration 26Q: 3 clusters Score -139561.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -139570.281250 Penalty: 3832.638916
	Iteration 27Q: 3 clusters Score -139570.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -139578.406250 Penalty: 3832.638916
	Iteration 28Q: 3 clusters Score -139578.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -139585.687500 Penalty: 3832.638916
	Iteration 29Q: 3 clusters Score -139585.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -139592.796875 Penalty: 3832.638916
	Iteration 30Q: 3 clusters Score -139592.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -139595.515625 Penalty: 3832.638916
	Iteration 31Q: 3 clusters Score -139595.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -139600.359375 Penalty: 3832.638916
	Iteration 32Q: 3 clusters Score -139600.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -139606.593750 Penalty: 3832.638916
	Iteration 33Q: 3 clusters Score -139606.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -139619.734375 Penalty: 3832.638916
	Iteration 34Q: 3 clusters Score -139619.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -139627.187500 Penalty: 3832.638916
	Iteration 35Q: 3 clusters Score -139627.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -139630.671875 Penalty: 3832.638916
	Iteration 36Q: 3 clusters Score -139630.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -139639.437500 Penalty: 3832.638916
	Iteration 37Q: 3 clusters Score -139639.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -139657.000000 Penalty: 3832.638916
	Iteration 38Q: 3 clusters Score -139657 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -139667.750000 Penalty: 3832.638916
	Iteration 39Q: 3 clusters Score -139667.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -139679.406250 Penalty: 3832.638916
	Iteration 40F: 3 clusters Score -139679.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -139695.609375 Penalty: 3832.638916
	Iteration 41Q: 3 clusters Score -139695.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -139710.296875 Penalty: 3832.638916
	Iteration 42Q: 3 clusters Score -139710.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -139719.640625 Penalty: 3832.638916
	Iteration 43Q: 3 clusters Score -139719.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -139724.125000 Penalty: 3832.638916
	Iteration 44Q: 3 clusters Score -139724.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -139727.000000 Penalty: 3832.638916
	Iteration 45Q: 3 clusters Score -139727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -139728.468750 Penalty: 3832.638916
	Iteration 46Q: 3 clusters Score -139728.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -139730.125000 Penalty: 3832.638916
	Iteration 47Q: 3 clusters Score -139730.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -139730.687500 Penalty: 3832.638916
	Iteration 48Q: 3 clusters Score -139730.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -139731.093750 Penalty: 3832.638916
	Iteration 49Q: 3 clusters Score -139731.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -139731.093750 Penalty: 3832.638916
	Iteration 50F: 3 clusters Score -139731.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Entering Unmasked Estep 
Score: -155853.125000 Penalty: 1920.760742
	Iteration 0F: 2 clusters Score -155853.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -153010.875000 Penalty: 3841.521484
	Iteration 0F: 3 clusters Score -153010.9 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -153543.890625 Penalty: 3841.521484
	Iteration 1F: 3 clusters Score -153543.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -153674.125000 Penalty: 3841.521484
	Iteration 2F: 3 clusters Score -153674.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -153749.468750 Penalty: 3841.521484
	Iteration 3Q: 3 clusters Score -153749.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -153807.046875 Penalty: 3841.521484
	Iteration 4Q: 3 clusters Score -153807 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -153848.343750 Penalty: 3841.521484
	Iteration 5Q: 3 clusters Score -153848.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -153874.750000 Penalty: 3841.521484
	Iteration 6Q: 3 clusters Score -153874.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -153895.250000 Penalty: 3841.521484
	Iteration 7Q: 3 clusters Score -153895.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -153912.703125 Penalty: 3841.521484
	Iteration 8Q: 3 clusters Score -153912.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -153929.687500 Penalty: 3841.521484
	Iteration 9Q: 3 clusters Score -153929.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -153947.828125 Penalty: 3841.521484
	Iteration 10Q: 3 clusters Score -153947.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -153961.937500 Penalty: 3841.521484
	Iteration 11Q: 3 clusters Score -153961.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -153975.453125 Penalty: 3841.521484
	Iteration 12Q: 3 clusters Score -153975.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -153996.750000 Penalty: 3841.521484
	Iteration 13Q: 3 clusters Score -153996.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -154008.203125 Penalty: 3841.521484
	Iteration 14Q: 3 clusters Score -154008.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -154019.265625 Penalty: 3841.521484
	Iteration 15Q: 3 clusters Score -154019.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -154026.546875 Penalty: 3841.521484
	Iteration 16Q: 3 clusters Score -154026.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -154032.109375 Penalty: 3841.521484
	Iteration 17Q: 3 clusters Score -154032.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -154042.171875 Penalty: 3841.521484
	Iteration 18Q: 3 clusters Score -154042.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -154048.156250 Penalty: 3841.521484
	Iteration 19Q: 3 clusters Score -154048.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -154054.093750 Penalty: 3841.521484
	Iteration 20F: 3 clusters Score -154054.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -154058.406250 Penalty: 3841.521484
	Iteration 21Q: 3 clusters Score -154058.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -154061.328125 Penalty: 3841.521484
	Iteration 22Q: 3 clusters Score -154061.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -154063.281250 Penalty: 3841.521484
	Iteration 23Q: 3 clusters Score -154063.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -154065.390625 Penalty: 3841.521484
	Iteration 24Q: 3 clusters Score -154065.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -154069.578125 Penalty: 3841.521484
	Iteration 25Q: 3 clusters Score -154069.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -154071.859375 Penalty: 3841.521484
	Iteration 26Q: 3 clusters Score -154071.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -154073.812500 Penalty: 3841.521484
	Iteration 27Q: 3 clusters Score -154073.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -154076.031250 Penalty: 3841.521484
	Iteration 28Q: 3 clusters Score -154076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -154076.375000 Penalty: 3841.521484
	Iteration 29Q: 3 clusters Score -154076.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -154077.359375 Penalty: 3841.521484
	Iteration 30Q: 3 clusters Score -154077.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -154078.718750 Penalty: 3841.521484
	Iteration 31Q: 3 clusters Score -154078.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -154080.953125 Penalty: 3841.521484
	Iteration 32Q: 3 clusters Score -154081 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -154085.546875 Penalty: 3841.521484
	Iteration 33Q: 3 clusters Score -154085.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -154087.187500 Penalty: 3841.521484
	Iteration 34Q: 3 clusters Score -154087.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -154088.046875 Penalty: 3841.521484
	Iteration 35Q: 3 clusters Score -154088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -154090.343750 Penalty: 3841.521484
	Iteration 36Q: 3 clusters Score -154090.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -154092.843750 Penalty: 3841.521484
	Iteration 37Q: 3 clusters Score -154092.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -154095.375000 Penalty: 3841.521484
	Iteration 38Q: 3 clusters Score -154095.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -154097.140625 Penalty: 3841.521484
	Iteration 39Q: 3 clusters Score -154097.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -154100.093750 Penalty: 3841.521484
	Iteration 40F: 3 clusters Score -154100.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -154102.484375 Penalty: 3841.521484
	Iteration 41Q: 3 clusters Score -154102.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -154107.750000 Penalty: 3841.521484
	Iteration 42Q: 3 clusters Score -154107.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -154110.734375 Penalty: 3841.521484
	Iteration 43Q: 3 clusters Score -154110.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -154113.468750 Penalty: 3841.521484
	Iteration 44Q: 3 clusters Score -154113.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -154116.734375 Penalty: 3841.521484
	Iteration 45Q: 3 clusters Score -154116.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -154119.093750 Penalty: 3841.521484
	Iteration 46Q: 3 clusters Score -154119.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -154120.093750 Penalty: 3841.521484
	Iteration 47Q: 3 clusters Score -154120.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -154120.625000 Penalty: 3841.521484
	Iteration 48Q: 3 clusters Score -154120.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -154120.968750 Penalty: 3841.521484
	Iteration 49Q: 3 clusters Score -154121 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -154120.968750 Penalty: 3841.521484
	Iteration 50F: 3 clusters Score -154121 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (8211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Entering Unmasked Estep 
Score: -629809.812500 Penalty: 2235.281006
	Iteration 0F: 2 clusters Score -629809.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -623237.937500 Penalty: 4470.562012
	Iteration 0F: 3 clusters Score -623237.9 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -625291.187500 Penalty: 4470.562012
	Iteration 1F: 3 clusters Score -625291.2 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -625772.437500 Penalty: 4470.562012
	Iteration 2F: 3 clusters Score -625772.4 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -626154.500000 Penalty: 4470.562012
	Iteration 3F: 3 clusters Score -626154.5 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -626443.437500 Penalty: 4470.562012
	Iteration 4F: 3 clusters Score -626443.4 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -626694.625000 Penalty: 4470.562012
	Iteration 5Q: 3 clusters Score -626694.6 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -626939.687500 Penalty: 4470.562012
	Iteration 6Q: 3 clusters Score -626939.7 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -627203.812500 Penalty: 4470.562012
	Iteration 7Q: 3 clusters Score -627203.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -627430.125000 Penalty: 4470.562012
	Iteration 8Q: 3 clusters Score -627430.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -627624.687500 Penalty: 4470.562012
	Iteration 9Q: 3 clusters Score -627624.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -627781.500000 Penalty: 4470.562012
	Iteration 10Q: 3 clusters Score -627781.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -627914.250000 Penalty: 4470.562012
	Iteration 11Q: 3 clusters Score -627914.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -628024.187500 Penalty: 4470.562012
	Iteration 12Q: 3 clusters Score -628024.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -628142.250000 Penalty: 4470.562012
	Iteration 13Q: 3 clusters Score -628142.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -628255.500000 Penalty: 4470.562012
	Iteration 14Q: 3 clusters Score -628255.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -628348.500000 Penalty: 4470.562012
	Iteration 15Q: 3 clusters Score -628348.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -628443.812500 Penalty: 4470.562012
	Iteration 16Q: 3 clusters Score -628443.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -628534.750000 Penalty: 4470.562012
	Iteration 17Q: 3 clusters Score -628534.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -628587.437500 Penalty: 4470.562012
	Iteration 18Q: 3 clusters Score -628587.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -628624.687500 Penalty: 4470.562012
	Iteration 19Q: 3 clusters Score -628624.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -628644.875000 Penalty: 4470.562012
	Iteration 20F: 3 clusters Score -628644.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -628658.000000 Penalty: 4470.562012
	Iteration 21Q: 3 clusters Score -628658 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -628663.062500 Penalty: 4470.562012
	Iteration 22Q: 3 clusters Score -628663.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -628665.750000 Penalty: 4470.562012
	Iteration 23Q: 3 clusters Score -628665.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -628670.312500 Penalty: 4470.562012
	Iteration 24Q: 3 clusters Score -628670.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -628671.562500 Penalty: 4470.562012
	Iteration 25Q: 3 clusters Score -628671.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -628672.875000 Penalty: 4470.562012
	Iteration 26Q: 3 clusters Score -628672.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -628674.312500 Penalty: 4470.562012
	Iteration 27Q: 3 clusters Score -628674.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -628675.437500 Penalty: 4470.562012
	Iteration 28Q: 3 clusters Score -628675.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -628674.625000 Penalty: 4470.562012
	Iteration 29Q: 3 clusters Score -628674.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -628674.625000 Penalty: 4470.562012
	Iteration 30F: 3 clusters Score -628674.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (587623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587623 members 
Entering Unmasked Estep 
Score: -46200780.000000 Penalty: 3294.392578
	Iteration 0F: 2 clusters Score -4.620078e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293522 members 
Mstep: Class 2 contains 294101 members 
Entering Unmasked Estep 
Score: -45803540.000000 Penalty: 6588.785156
	Iteration 0F: 3 clusters Score -4.580354e+07 nChanged 287208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283656 members 
Mstep: Class 2 contains 303967 members 
Entering Unmasked Estep 
Score: -45976276.000000 Penalty: 6588.785156
	Iteration 1F: 3 clusters Score -4.597628e+07 nChanged 14519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278181 members 
Mstep: Class 2 contains 309442 members 
Entering Unmasked Estep 
Score: -45979128.000000 Penalty: 6588.785156
	Iteration 2Q: 3 clusters Score -4.597913e+07 nChanged 15840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269301 members 
Mstep: Class 2 contains 318322 members 
Entering Unmasked Estep 
Score: -45982464.000000 Penalty: 6588.785156
	Iteration 3Q: 3 clusters Score -4.598246e+07 nChanged 18850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255257 members 
Mstep: Class 2 contains 332366 members 
Entering Unmasked Estep 
Score: -45988756.000000 Penalty: 6588.785156
	Iteration 4Q: 3 clusters Score -4.598876e+07 nChanged 24471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233704 members 
Mstep: Class 2 contains 353919 members 
Entering Unmasked Estep 
Score: -45999032.000000 Penalty: 6588.785156
	Iteration 5Q: 3 clusters Score -4.599903e+07 nChanged 33267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201971 members 
Mstep: Class 2 contains 385652 members 
Entering Unmasked Estep 
Score: -46017936.000000 Penalty: 6588.785156
	Iteration 6F: 3 clusters Score -4.601794e+07 nChanged 44074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158389 members 
Mstep: Class 2 contains 429234 members 
Entering Unmasked Estep 
Score: -46051036.000000 Penalty: 6588.785156
	Iteration 7F: 3 clusters Score -4.605104e+07 nChanged 51325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107182 members 
Mstep: Class 2 contains 480441 members 
Entering Unmasked Estep 
Score: -46097716.000000 Penalty: 6588.785156
	Iteration 8F: 3 clusters Score -4.609772e+07 nChanged 46504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60704 members 
Mstep: Class 2 contains 526919 members 
Entering Unmasked Estep 
Score: -46143236.000000 Penalty: 6588.785156
	Iteration 9F: 3 clusters Score -4.614324e+07 nChanged 30940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29778 members 
Mstep: Class 2 contains 557845 members 
Entering Unmasked Estep 
Score: -46173536.000000 Penalty: 6588.785156
	Iteration 10F: 3 clusters Score -4.617354e+07 nChanged 15649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 573488 members 
Entering Unmasked Estep 
Score: -46187876.000000 Penalty: 6588.785156
	Iteration 11Q: 3 clusters Score -4.618788e+07 nChanged 6710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 580160 members 
Entering Unmasked Estep 
Score: -46194512.000000 Penalty: 6588.785156
	Iteration 12Q: 3 clusters Score -4.619451e+07 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 582627 members 
Entering Unmasked Estep 
Score: -46196916.000000 Penalty: 6588.785156
	Iteration 13Q: 3 clusters Score -4.619692e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 583473 members 
Entering Unmasked Estep 
Score: -46198116.000000 Penalty: 6588.785156
	Iteration 14Q: 3 clusters Score -4.619812e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 583727 members 
Entering Unmasked Estep 
Score: -46198700.000000 Penalty: 6588.785156
	Iteration 15Q: 3 clusters Score -4.61987e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 583751 members 
Entering Unmasked Estep 
Score: -46198968.000000 Penalty: 6588.785156
	Iteration 16Q: 3 clusters Score -4.619897e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 583719 members 
Entering Unmasked Estep 
Score: -46199244.000000 Penalty: 6588.785156
	Iteration 17Q: 3 clusters Score -4.619924e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 583651 members 
Entering Unmasked Estep 
Score: -46199272.000000 Penalty: 6588.785156
	Iteration 18Q: 3 clusters Score -4.619927e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 583559 members 
Entering Unmasked Estep 
Score: -46199412.000000 Penalty: 6588.785156
	Iteration 19Q: 3 clusters Score -4.619941e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 583426 members 
Entering Unmasked Estep 
Score: -46199612.000000 Penalty: 6588.785156
	Iteration 20F: 3 clusters Score -4.619961e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 583312 members 
Entering Unmasked Estep 
Score: -46199624.000000 Penalty: 6588.785156
	Iteration 21Q: 3 clusters Score -4.619962e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 583177 members 
Entering Unmasked Estep 
Score: -46199728.000000 Penalty: 6588.785156
	Iteration 22Q: 3 clusters Score -4.619973e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 583082 members 
Entering Unmasked Estep 
Score: -46199856.000000 Penalty: 6588.785156
	Iteration 23Q: 3 clusters Score -4.619986e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 582991 members 
Entering Unmasked Estep 
Score: -46199884.000000 Penalty: 6588.785156
	Iteration 24Q: 3 clusters Score -4.619988e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 582890 members 
Entering Unmasked Estep 
Score: -46199816.000000 Penalty: 6588.785156
	Iteration 25Q: 3 clusters Score -4.619982e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 582793 members 
Entering Unmasked Estep 
Score: -46199852.000000 Penalty: 6588.785156
	Iteration 26Q: 3 clusters Score -4.619985e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 582694 members 
Entering Unmasked Estep 
Score: -46199868.000000 Penalty: 6588.785156
	Iteration 27Q: 3 clusters Score -4.619987e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 582565 members 
Entering Unmasked Estep 
Score: -46199872.000000 Penalty: 6588.785156
	Iteration 28Q: 3 clusters Score -4.619987e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 582450 members 
Entering Unmasked Estep 
Score: -46199888.000000 Penalty: 6588.785156
	Iteration 29Q: 3 clusters Score -4.619989e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 582336 members 
Entering Unmasked Estep 
Score: -46199968.000000 Penalty: 6588.785156
	Iteration 30Q: 3 clusters Score -4.619997e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 582239 members 
Entering Unmasked Estep 
Score: -46200000.000000 Penalty: 6588.785156
	Iteration 31Q: 3 clusters Score -4.62e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 582140 members 
Entering Unmasked Estep 
Score: -46200064.000000 Penalty: 6588.785156
	Iteration 32Q: 3 clusters Score -4.620006e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 582052 members 
Entering Unmasked Estep 
Score: -46200112.000000 Penalty: 6588.785156
	Iteration 33Q: 3 clusters Score -4.620011e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 581975 members 
Entering Unmasked Estep 
Score: -46200032.000000 Penalty: 6588.785156
	Iteration 34Q: 3 clusters Score -4.620003e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 581898 members 
Entering Unmasked Estep 
Score: -46200116.000000 Penalty: 6588.785156
	Iteration 35Q: 3 clusters Score -4.620012e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 581824 members 
Entering Unmasked Estep 
Score: -46200136.000000 Penalty: 6588.785156
	Iteration 36Q: 3 clusters Score -4.620014e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 581762 members 
Entering Unmasked Estep 
Score: -46200172.000000 Penalty: 6588.785156
	Iteration 37Q: 3 clusters Score -4.620017e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 581704 members 
Entering Unmasked Estep 
Score: -46200204.000000 Penalty: 6588.785156
	Iteration 38Q: 3 clusters Score -4.62002e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 581642 members 
Entering Unmasked Estep 
Score: -46200160.000000 Penalty: 6588.785156
	Iteration 39Q: 3 clusters Score -4.620016e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 581587 members 
Entering Unmasked Estep 
Score: -46200128.000000 Penalty: 6588.785156
	Iteration 40F: 3 clusters Score -4.620013e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 581531 members 
Entering Unmasked Estep 
Score: -46200252.000000 Penalty: 6588.785156
	Iteration 41Q: 3 clusters Score -4.620025e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 581459 members 
Entering Unmasked Estep 
Score: -46200276.000000 Penalty: 6588.785156
	Iteration 42Q: 3 clusters Score -4.620028e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 581389 members 
Entering Unmasked Estep 
Score: -46200200.000000 Penalty: 6588.785156
	Iteration 43Q: 3 clusters Score -4.62002e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 581325 members 
Entering Unmasked Estep 
Score: -46200244.000000 Penalty: 6588.785156
	Iteration 44Q: 3 clusters Score -4.620024e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 581283 members 
Entering Unmasked Estep 
Score: -46200260.000000 Penalty: 6588.785156
	Iteration 45Q: 3 clusters Score -4.620026e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 581245 members 
Entering Unmasked Estep 
Score: -46200304.000000 Penalty: 6588.785156
	Iteration 46Q: 3 clusters Score -4.62003e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 581218 members 
Entering Unmasked Estep 
Score: -46200288.000000 Penalty: 6588.785156
	Iteration 47Q: 3 clusters Score -4.620029e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 581192 members 
Entering Unmasked Estep 
Score: -46200284.000000 Penalty: 6588.785156
	Iteration 48Q: 3 clusters Score -4.620028e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 581175 members 
Entering Unmasked Estep 
Score: -46200280.000000 Penalty: 6588.785156
	Iteration 49Q: 3 clusters Score -4.620028e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 581160 members 
Entering Unmasked Estep 
Score: -46200288.000000 Penalty: 6588.785156
	Iteration 50Q: 3 clusters Score -4.620029e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 581133 members 
Entering Unmasked Estep 
Score: -46200264.000000 Penalty: 6588.785156
	Iteration 51Q: 3 clusters Score -4.620026e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 581106 members 
Entering Unmasked Estep 
Score: -46200228.000000 Penalty: 6588.785156
	Iteration 52Q: 3 clusters Score -4.620023e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 581090 members 
Entering Unmasked Estep 
Score: -46200260.000000 Penalty: 6588.785156
	Iteration 53Q: 3 clusters Score -4.620026e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 581063 members 
Entering Unmasked Estep 
Score: -46200276.000000 Penalty: 6588.785156
	Iteration 54Q: 3 clusters Score -4.620028e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 581045 members 
Entering Unmasked Estep 
Score: -46200276.000000 Penalty: 6588.785156
	Iteration 55Q: 3 clusters Score -4.620028e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 581020 members 
Entering Unmasked Estep 
Score: -46200236.000000 Penalty: 6588.785156
	Iteration 56Q: 3 clusters Score -4.620024e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 580996 members 
Entering Unmasked Estep 
Score: -46200276.000000 Penalty: 6588.785156
	Iteration 57Q: 3 clusters Score -4.620028e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 580982 members 
Entering Unmasked Estep 
Score: -46200260.000000 Penalty: 6588.785156
	Iteration 58Q: 3 clusters Score -4.620026e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 580976 members 
Entering Unmasked Estep 
Score: -46200244.000000 Penalty: 6588.785156
	Iteration 59Q: 3 clusters Score -4.620024e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 580966 members 
Entering Unmasked Estep 
Score: -46200248.000000 Penalty: 6588.785156
	Iteration 60F: 3 clusters Score -4.620025e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 580953 members 
Entering Unmasked Estep 
Score: -46200268.000000 Penalty: 6588.785156
	Iteration 61Q: 3 clusters Score -4.620027e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 580940 members 
Entering Unmasked Estep 
Score: -46200252.000000 Penalty: 6588.785156
	Iteration 62Q: 3 clusters Score -4.620025e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 580929 members 
Entering Unmasked Estep 
Score: -46200252.000000 Penalty: 6588.785156
	Iteration 63Q: 3 clusters Score -4.620025e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 580923 members 
Entering Unmasked Estep 
Score: -46200264.000000 Penalty: 6588.785156
	Iteration 64Q: 3 clusters Score -4.620026e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 580917 members 
Entering Unmasked Estep 
Score: -46200264.000000 Penalty: 6588.785156
	Iteration 65Q: 3 clusters Score -4.620026e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 580911 members 
Entering Unmasked Estep 
Score: -46200268.000000 Penalty: 6588.785156
	Iteration 66Q: 3 clusters Score -4.620027e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 580900 members 
Entering Unmasked Estep 
Score: -46200276.000000 Penalty: 6588.785156
	Iteration 67Q: 3 clusters Score -4.620028e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 580884 members 
Entering Unmasked Estep 
Score: -46200268.000000 Penalty: 6588.785156
	Iteration 68Q: 3 clusters Score -4.620027e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 580870 members 
Entering Unmasked Estep 
Score: -46200288.000000 Penalty: 6588.785156
	Iteration 69Q: 3 clusters Score -4.620029e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 580860 members 
Entering Unmasked Estep 
Score: -46200256.000000 Penalty: 6588.785156
	Iteration 70Q: 3 clusters Score -4.620026e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 580853 members 
Entering Unmasked Estep 
Score: -46200244.000000 Penalty: 6588.785156
	Iteration 71Q: 3 clusters Score -4.620024e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 580841 members 
Entering Unmasked Estep 
Score: -46200248.000000 Penalty: 6588.785156
	Iteration 72Q: 3 clusters Score -4.620025e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 580836 members 
Entering Unmasked Estep 
Score: -46200252.000000 Penalty: 6588.785156
	Iteration 73Q: 3 clusters Score -4.620025e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 580825 members 
Entering Unmasked Estep 
Score: -46200272.000000 Penalty: 6588.785156
	Iteration 74Q: 3 clusters Score -4.620027e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 580808 members 
Entering Unmasked Estep 
Score: -46200316.000000 Penalty: 6588.785156
	Iteration 75Q: 3 clusters Score -4.620032e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 580792 members 
Entering Unmasked Estep 
Score: -46200316.000000 Penalty: 6588.785156
	Iteration 76Q: 3 clusters Score -4.620032e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 580784 members 
Entering Unmasked Estep 
Score: -46200312.000000 Penalty: 6588.785156
	Iteration 77Q: 3 clusters Score -4.620031e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 580768 members 
Entering Unmasked Estep 
Score: -46200336.000000 Penalty: 6588.785156
	Iteration 78Q: 3 clusters Score -4.620034e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 580756 members 
Entering Unmasked Estep 
Score: -46200332.000000 Penalty: 6588.785156
	Iteration 79Q: 3 clusters Score -4.620033e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 580752 members 
Entering Unmasked Estep 
Score: -46200348.000000 Penalty: 6588.785156
	Iteration 80F: 3 clusters Score -4.620035e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 580753 members 
Entering Unmasked Estep 
Score: -46200372.000000 Penalty: 6588.785156
	Iteration 81Q: 3 clusters Score -4.620037e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 580755 members 
Entering Unmasked Estep 
Score: -46200352.000000 Penalty: 6588.785156
	Iteration 82Q: 3 clusters Score -4.620035e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 580753 members 
Entering Unmasked Estep 
Score: -46200344.000000 Penalty: 6588.785156
	Iteration 83Q: 3 clusters Score -4.620034e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 580748 members 
Entering Unmasked Estep 
Score: -46200352.000000 Penalty: 6588.785156
	Iteration 84Q: 3 clusters Score -4.620035e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 580743 members 
Entering Unmasked Estep 
Score: -46200368.000000 Penalty: 6588.785156
	Iteration 85Q: 3 clusters Score -4.620037e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 580739 members 
Entering Unmasked Estep 
Score: -46200340.000000 Penalty: 6588.785156
	Iteration 86Q: 3 clusters Score -4.620034e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 580735 members 
Entering Unmasked Estep 
Score: -46200324.000000 Penalty: 6588.785156
	Iteration 87Q: 3 clusters Score -4.620032e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 580733 members 
Entering Unmasked Estep 
Score: -46200332.000000 Penalty: 6588.785156
	Iteration 88Q: 3 clusters Score -4.620033e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 580733 members 
Entering Unmasked Estep 
Score: -46200332.000000 Penalty: 6588.785156
	Iteration 89F: 3 clusters Score -4.620033e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (63911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63911 members 
Entering Unmasked Estep 
Score: -5189587.500000 Penalty: 2744.181152
	Iteration 0F: 2 clusters Score -5189588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31933 members 
Mstep: Class 2 contains 31978 members 
Entering Unmasked Estep 
Score: -5146692.500000 Penalty: 5488.362305
	Iteration 0F: 3 clusters Score -5146692 nChanged 29784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31155 members 
Mstep: Class 2 contains 32756 members 
Entering Unmasked Estep 
Score: -5163062.000000 Penalty: 5488.362305
	Iteration 1F: 3 clusters Score -5163062 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30464 members 
Mstep: Class 2 contains 33447 members 
Entering Unmasked Estep 
Score: -5163699.000000 Penalty: 5488.362305
	Iteration 2Q: 3 clusters Score -5163699 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29428 members 
Mstep: Class 2 contains 34483 members 
Entering Unmasked Estep 
Score: -5164476.500000 Penalty: 5488.362305
	Iteration 3Q: 3 clusters Score -5164476 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28050 members 
Mstep: Class 2 contains 35861 members 
Entering Unmasked Estep 
Score: -5165465.000000 Penalty: 5488.362305
	Iteration 4Q: 3 clusters Score -5165465 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26106 members 
Mstep: Class 2 contains 37805 members 
Entering Unmasked Estep 
Score: -5166985.500000 Penalty: 5488.362305
	Iteration 5Q: 3 clusters Score -5166986 nChanged 3839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23341 members 
Mstep: Class 2 contains 40570 members 
Entering Unmasked Estep 
Score: -5169178.500000 Penalty: 5488.362305
	Iteration 6F: 3 clusters Score -5169178 nChanged 4459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19846 members 
Mstep: Class 2 contains 44065 members 
Entering Unmasked Estep 
Score: -5172208.500000 Penalty: 5488.362305
	Iteration 7F: 3 clusters Score -5172208 nChanged 4675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15923 members 
Mstep: Class 2 contains 47988 members 
Entering Unmasked Estep 
Score: -5175675.000000 Penalty: 5488.362305
	Iteration 8F: 3 clusters Score -5175675 nChanged 4338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 51908 members 
Entering Unmasked Estep 
Score: -5179111.000000 Penalty: 5488.362305
	Iteration 9F: 3 clusters Score -5179111 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 55279 members 
Entering Unmasked Estep 
Score: -5181947.000000 Penalty: 5488.362305
	Iteration 10F: 3 clusters Score -5181947 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 57796 members 
Entering Unmasked Estep 
Score: -5183991.000000 Penalty: 5488.362305
	Iteration 11Q: 3 clusters Score -5183991 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 59516 members 
Entering Unmasked Estep 
Score: -5185344.500000 Penalty: 5488.362305
	Iteration 12Q: 3 clusters Score -5185344 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 60635 members 
Entering Unmasked Estep 
Score: -5186294.000000 Penalty: 5488.362305
	Iteration 13Q: 3 clusters Score -5186294 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 61266 members 
Entering Unmasked Estep 
Score: -5186799.500000 Penalty: 5488.362305
	Iteration 14Q: 3 clusters Score -5186800 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 61617 members 
Entering Unmasked Estep 
Score: -5187069.500000 Penalty: 5488.362305
	Iteration 15Q: 3 clusters Score -5187070 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 61798 members 
Entering Unmasked Estep 
Score: -5187214.500000 Penalty: 5488.362305
	Iteration 16Q: 3 clusters Score -5187214 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 61925 members 
Entering Unmasked Estep 
Score: -5187301.000000 Penalty: 5488.362305
	Iteration 17Q: 3 clusters Score -5187301 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 62023 members 
Entering Unmasked Estep 
Score: -5187369.500000 Penalty: 5488.362305
	Iteration 18Q: 3 clusters Score -5187370 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 62091 members 
Entering Unmasked Estep 
Score: -5187389.000000 Penalty: 5488.362305
	Iteration 19Q: 3 clusters Score -5187389 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 62161 members 
Entering Unmasked Estep 
Score: -5187415.500000 Penalty: 5488.362305
	Iteration 20F: 3 clusters Score -5187416 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 62202 members 
Entering Unmasked Estep 
Score: -5187437.500000 Penalty: 5488.362305
	Iteration 21Q: 3 clusters Score -5187438 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 62226 members 
Entering Unmasked Estep 
Score: -5187444.000000 Penalty: 5488.362305
	Iteration 22Q: 3 clusters Score -5187444 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 62248 members 
Entering Unmasked Estep 
Score: -5187457.000000 Penalty: 5488.362305
	Iteration 23Q: 3 clusters Score -5187457 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 62270 members 
Entering Unmasked Estep 
Score: -5187465.000000 Penalty: 5488.362305
	Iteration 24Q: 3 clusters Score -5187465 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 62289 members 
Entering Unmasked Estep 
Score: -5187477.000000 Penalty: 5488.362305
	Iteration 25Q: 3 clusters Score -5187477 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 62299 members 
Entering Unmasked Estep 
Score: -5187472.500000 Penalty: 5488.362305
	Iteration 26Q: 3 clusters Score -5187472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 62297 members 
Entering Unmasked Estep 
Score: -5187472.000000 Penalty: 5488.362305
	Iteration 27Q: 3 clusters Score -5187472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 62302 members 
Entering Unmasked Estep 
Score: -5187471.500000 Penalty: 5488.362305
	Iteration 28Q: 3 clusters Score -5187472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 62308 members 
Entering Unmasked Estep 
Score: -5187474.000000 Penalty: 5488.362305
	Iteration 29Q: 3 clusters Score -5187474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 62314 members 
Entering Unmasked Estep 
Score: -5187480.500000 Penalty: 5488.362305
	Iteration 30Q: 3 clusters Score -5187480 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 62324 members 
Entering Unmasked Estep 
Score: -5187491.000000 Penalty: 5488.362305
	Iteration 31Q: 3 clusters Score -5187491 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 62330 members 
Entering Unmasked Estep 
Score: -5187487.000000 Penalty: 5488.362305
	Iteration 32Q: 3 clusters Score -5187487 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 62336 members 
Entering Unmasked Estep 
Score: -5187479.500000 Penalty: 5488.362305
	Iteration 33Q: 3 clusters Score -5187480 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 62343 members 
Entering Unmasked Estep 
Score: -5187487.000000 Penalty: 5488.362305
	Iteration 34Q: 3 clusters Score -5187487 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 62357 members 
Entering Unmasked Estep 
Score: -5187488.500000 Penalty: 5488.362305
	Iteration 35Q: 3 clusters Score -5187488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 62365 members 
Entering Unmasked Estep 
Score: -5187492.500000 Penalty: 5488.362305
	Iteration 36Q: 3 clusters Score -5187492 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 62374 members 
Entering Unmasked Estep 
Score: -5187499.500000 Penalty: 5488.362305
	Iteration 37Q: 3 clusters Score -5187500 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 62384 members 
Entering Unmasked Estep 
Score: -5187498.000000 Penalty: 5488.362305
	Iteration 38Q: 3 clusters Score -5187498 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 62400 members 
Entering Unmasked Estep 
Score: -5187497.500000 Penalty: 5488.362305
	Iteration 39Q: 3 clusters Score -5187498 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 62412 members 
Entering Unmasked Estep 
Score: -5187501.000000 Penalty: 5488.362305
	Iteration 40F: 3 clusters Score -5187501 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 62420 members 
Entering Unmasked Estep 
Score: -5187499.000000 Penalty: 5488.362305
	Iteration 41Q: 3 clusters Score -5187499 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 62427 members 
Entering Unmasked Estep 
Score: -5187507.500000 Penalty: 5488.362305
	Iteration 42Q: 3 clusters Score -5187508 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 62437 members 
Entering Unmasked Estep 
Score: -5187506.000000 Penalty: 5488.362305
	Iteration 43Q: 3 clusters Score -5187506 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 62440 members 
Entering Unmasked Estep 
Score: -5187514.000000 Penalty: 5488.362305
	Iteration 44Q: 3 clusters Score -5187514 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 62452 members 
Entering Unmasked Estep 
Score: -5187516.500000 Penalty: 5488.362305
	Iteration 45Q: 3 clusters Score -5187516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 62456 members 
Entering Unmasked Estep 
Score: -5187516.000000 Penalty: 5488.362305
	Iteration 46Q: 3 clusters Score -5187516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 62457 members 
Entering Unmasked Estep 
Score: -5187515.000000 Penalty: 5488.362305
	Iteration 47Q: 3 clusters Score -5187515 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 62462 members 
Entering Unmasked Estep 
Score: -5187519.500000 Penalty: 5488.362305
	Iteration 48Q: 3 clusters Score -5187520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 62466 members 
Entering Unmasked Estep 
Score: -5187518.500000 Penalty: 5488.362305
	Iteration 49Q: 3 clusters Score -5187518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 62468 members 
Entering Unmasked Estep 
Score: -5187527.000000 Penalty: 5488.362305
	Iteration 50Q: 3 clusters Score -5187527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 62470 members 
Entering Unmasked Estep 
Score: -5187531.000000 Penalty: 5488.362305
	Iteration 51Q: 3 clusters Score -5187531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 62471 members 
Entering Unmasked Estep 
Score: -5187528.500000 Penalty: 5488.362305
	Iteration 52Q: 3 clusters Score -5187528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 62473 members 
Entering Unmasked Estep 
Score: -5187528.000000 Penalty: 5488.362305
	Iteration 53Q: 3 clusters Score -5187528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 62474 members 
Entering Unmasked Estep 
Score: -5187526.500000 Penalty: 5488.362305
	Iteration 54Q: 3 clusters Score -5187526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 62474 members 
Entering Unmasked Estep 
Score: -5187526.500000 Penalty: 5488.362305
	Iteration 55F: 3 clusters Score -5187526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 8437 members 
Mstep: Class 3 contains 11308 members 
Mstep: Class 4 contains 10823 members 
Mstep: Class 5 contains 31260 members 
Mstep: Class 6 contains 77785 members 
Mstep: Class 7 contains 11814 members 
Mstep: Class 8 contains 2262 members 
Mstep: Class 9 contains 71018 members 
Mstep: Class 10 contains 17332 members 
Mstep: Class 11 contains 152099 members 
Mstep: Class 12 contains 28187 members 
Mstep: Class 13 contains 7716 members 
Mstep: Class 14 contains 10061 members 
Mstep: Class 15 contains 2494 members 
Mstep: Class 16 contains 44924 members 
Mstep: Class 17 contains 6630 members 
Mstep: Class 18 contains 10697 members 
Mstep: Class 19 contains 36707 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18570 members 
Mstep: Class 22 contains 10564 members 
Mstep: Class 23 contains 8963 members 
Mstep: Class 24 contains 5325 members 
Mstep: Class 25 contains 29400 members 
Mstep: Class 26 contains 25010 members 
Mstep: Class 27 contains 16122 members 
Mstep: Class 28 contains 103996 members 
Mstep: Class 29 contains 26070 members 
Mstep: Class 30 contains 2269 members 
Mstep: Class 31 contains 2310 members 
Mstep: Class 32 contains 8211 members 
Mstep: Class 33 contains 587623 members 
Mstep: Class 34 contains 63911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988624.000000 Penalty: 119701.210938
Iteration 159Q: 35 clusters Score -1.119886e+08 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 8437 members 
Mstep: Class 3 contains 11338 members 
Mstep: Class 4 contains 10825 members 
Mstep: Class 5 contains 31391 members 
Mstep: Class 6 contains 77780 members 
Mstep: Class 7 contains 11803 members 
Mstep: Class 8 contains 2262 members 
Mstep: Class 9 contains 70996 members 
Mstep: Class 10 contains 17330 members 
Mstep: Class 11 contains 152105 members 
Mstep: Class 12 contains 28187 members 
Mstep: Class 13 contains 7713 members 
Mstep: Class 14 contains 10061 members 
Mstep: Class 15 contains 2494 members 
Mstep: Class 16 contains 44925 members 
Mstep: Class 17 contains 6626 members 
Mstep: Class 18 contains 10699 members 
Mstep: Class 19 contains 36713 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18561 members 
Mstep: Class 22 contains 10559 members 
Mstep: Class 23 contains 8963 members 
Mstep: Class 24 contains 5323 members 
Mstep: Class 25 contains 29401 members 
Mstep: Class 26 contains 25007 members 
Mstep: Class 27 contains 16122 members 
Mstep: Class 28 contains 103985 members 
Mstep: Class 29 contains 26163 members 
Mstep: Class 30 contains 2270 members 
Mstep: Class 31 contains 2310 members 
Mstep: Class 32 contains 8211 members 
Mstep: Class 33 contains 587511 members 
Mstep: Class 34 contains 63834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988560.000000 Penalty: 119701.210938
Iteration 160F: 35 clusters Score -1.119886e+08 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 8437 members 
Mstep: Class 3 contains 11363 members 
Mstep: Class 4 contains 10819 members 
Mstep: Class 5 contains 31509 members 
Mstep: Class 6 contains 77772 members 
Mstep: Class 7 contains 11788 members 
Mstep: Class 8 contains 2261 members 
Mstep: Class 9 contains 70978 members 
Mstep: Class 10 contains 17330 members 
Mstep: Class 11 contains 152108 members 
Mstep: Class 12 contains 28182 members 
Mstep: Class 13 contains 7710 members 
Mstep: Class 14 contains 10060 members 
Mstep: Class 15 contains 2494 members 
Mstep: Class 16 contains 44929 members 
Mstep: Class 17 contains 6625 members 
Mstep: Class 18 contains 10700 members 
Mstep: Class 19 contains 36725 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18574 members 
Mstep: Class 22 contains 10556 members 
Mstep: Class 23 contains 8964 members 
Mstep: Class 24 contains 5322 members 
Mstep: Class 25 contains 29395 members 
Mstep: Class 26 contains 25006 members 
Mstep: Class 27 contains 16121 members 
Mstep: Class 28 contains 103960 members 
Mstep: Class 29 contains 26256 members 
Mstep: Class 30 contains 2270 members 
Mstep: Class 31 contains 2310 members 
Mstep: Class 32 contains 8211 members 
Mstep: Class 33 contains 587417 members 
Mstep: Class 34 contains 63761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988536.000000 Penalty: 119701.210938
Iteration 161Q: 35 clusters Score -1.119885e+08 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 8437 members 
Mstep: Class 3 contains 11388 members 
Mstep: Class 4 contains 10811 members 
Mstep: Class 5 contains 31638 members 
Mstep: Class 6 contains 77774 members 
Mstep: Class 7 contains 11772 members 
Mstep: Class 8 contains 2260 members 
Mstep: Class 9 contains 70953 members 
Mstep: Class 10 contains 17328 members 
Mstep: Class 11 contains 152117 members 
Mstep: Class 12 contains 28181 members 
Mstep: Class 13 contains 7708 members 
Mstep: Class 14 contains 10060 members 
Mstep: Class 15 contains 2494 members 
Mstep: Class 16 contains 44929 members 
Mstep: Class 17 contains 6627 members 
Mstep: Class 18 contains 10701 members 
Mstep: Class 19 contains 36734 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18581 members 
Mstep: Class 22 contains 10552 members 
Mstep: Class 23 contains 8962 members 
Mstep: Class 24 contains 5321 members 
Mstep: Class 25 contains 29391 members 
Mstep: Class 26 contains 25006 members 
Mstep: Class 27 contains 16121 members 
Mstep: Class 28 contains 103939 members 
Mstep: Class 29 contains 26329 members 
Mstep: Class 30 contains 2269 members 
Mstep: Class 31 contains 2310 members 
Mstep: Class 32 contains 8211 members 
Mstep: Class 33 contains 587317 members 
Mstep: Class 34 contains 63700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988504.000000 Penalty: 119701.210938
Iteration 162Q: 35 clusters Score -1.119885e+08 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 8437 members 
Mstep: Class 3 contains 11416 members 
Mstep: Class 4 contains 10806 members 
Mstep: Class 5 contains 31775 members 
Mstep: Class 6 contains 77773 members 
Mstep: Class 7 contains 11761 members 
Mstep: Class 8 contains 2261 members 
Mstep: Class 9 contains 70922 members 
Mstep: Class 10 contains 17326 members 
Mstep: Class 11 contains 152132 members 
Mstep: Class 12 contains 28178 members 
Mstep: Class 13 contains 7705 members 
Mstep: Class 14 contains 10059 members 
Mstep: Class 15 contains 2494 members 
Mstep: Class 16 contains 44930 members 
Mstep: Class 17 contains 6625 members 
Mstep: Class 18 contains 10701 members 
Mstep: Class 19 contains 36739 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18582 members 
Mstep: Class 22 contains 10550 members 
Mstep: Class 23 contains 8960 members 
Mstep: Class 24 contains 5320 members 
Mstep: Class 25 contains 29390 members 
Mstep: Class 26 contains 25008 members 
Mstep: Class 27 contains 16120 members 
Mstep: Class 28 contains 103911 members 
Mstep: Class 29 contains 26368 members 
Mstep: Class 30 contains 2268 members 
Mstep: Class 31 contains 2312 members 
Mstep: Class 32 contains 8211 members 
Mstep: Class 33 contains 587227 members 
Mstep: Class 34 contains 63656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988424.000000 Penalty: 119701.210938
Iteration 163Q: 35 clusters Score -1.119884e+08 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 8435 members 
Mstep: Class 3 contains 11441 members 
Mstep: Class 4 contains 10811 members 
Mstep: Class 5 contains 31910 members 
Mstep: Class 6 contains 77769 members 
Mstep: Class 7 contains 11751 members 
Mstep: Class 8 contains 2261 members 
Mstep: Class 9 contains 70911 members 
Mstep: Class 10 contains 17326 members 
Mstep: Class 11 contains 152138 members 
Mstep: Class 12 contains 28178 members 
Mstep: Class 13 contains 7700 members 
Mstep: Class 14 contains 10057 members 
Mstep: Class 15 contains 2495 members 
Mstep: Class 16 contains 44931 members 
Mstep: Class 17 contains 6625 members 
Mstep: Class 18 contains 10697 members 
Mstep: Class 19 contains 36746 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18588 members 
Mstep: Class 22 contains 10545 members 
Mstep: Class 23 contains 8960 members 
Mstep: Class 24 contains 5320 members 
Mstep: Class 25 contains 29386 members 
Mstep: Class 26 contains 25011 members 
Mstep: Class 27 contains 16118 members 
Mstep: Class 28 contains 103876 members 
Mstep: Class 29 contains 26408 members 
Mstep: Class 30 contains 2268 members 
Mstep: Class 31 contains 2316 members 
Mstep: Class 32 contains 8211 members 
Mstep: Class 33 contains 587113 members 
Mstep: Class 34 contains 63628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988384.000000 Penalty: 119701.210938
Iteration 164Q: 35 clusters Score -1.119884e+08 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 8435 members 
Mstep: Class 3 contains 11463 members 
Mstep: Class 4 contains 10825 members 
Mstep: Class 5 contains 32035 members 
Mstep: Class 6 contains 77768 members 
Mstep: Class 7 contains 11746 members 
Mstep: Class 8 contains 2262 members 
Mstep: Class 9 contains 70897 members 
Mstep: Class 10 contains 17326 members 
Mstep: Class 11 contains 152135 members 
Mstep: Class 12 contains 28177 members 
Mstep: Class 13 contains 7698 members 
Mstep: Class 14 contains 10055 members 
Mstep: Class 15 contains 2497 members 
Mstep: Class 16 contains 44932 members 
Mstep: Class 17 contains 6625 members 
Mstep: Class 18 contains 10695 members 
Mstep: Class 19 contains 36754 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18589 members 
Mstep: Class 22 contains 10542 members 
Mstep: Class 23 contains 8958 members 
Mstep: Class 24 contains 5323 members 
Mstep: Class 25 contains 29383 members 
Mstep: Class 26 contains 25014 members 
Mstep: Class 27 contains 16118 members 
Mstep: Class 28 contains 103844 members 
Mstep: Class 29 contains 26443 members 
Mstep: Class 30 contains 2268 members 
Mstep: Class 31 contains 2318 members 
Mstep: Class 32 contains 8211 members 
Mstep: Class 33 contains 587004 members 
Mstep: Class 34 contains 63588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988344.000000 Penalty: 119701.210938
Iteration 165Q: 35 clusters Score -1.119883e+08 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 8435 members 
Mstep: Class 3 contains 11477 members 
Mstep: Class 4 contains 10835 members 
Mstep: Class 5 contains 32157 members 
Mstep: Class 6 contains 77765 members 
Mstep: Class 7 contains 11740 members 
Mstep: Class 8 contains 2264 members 
Mstep: Class 9 contains 70886 members 
Mstep: Class 10 contains 17326 members 
Mstep: Class 11 contains 152145 members 
Mstep: Class 12 contains 28175 members 
Mstep: Class 13 contains 7692 members 
Mstep: Class 14 contains 10054 members 
Mstep: Class 15 contains 2498 members 
Mstep: Class 16 contains 44935 members 
Mstep: Class 17 contains 6624 members 
Mstep: Class 18 contains 10693 members 
Mstep: Class 19 contains 36762 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18585 members 
Mstep: Class 22 contains 10540 members 
Mstep: Class 23 contains 8957 members 
Mstep: Class 24 contains 5325 members 
Mstep: Class 25 contains 29382 members 
Mstep: Class 26 contains 25016 members 
Mstep: Class 27 contains 16115 members 
Mstep: Class 28 contains 103817 members 
Mstep: Class 29 contains 26480 members 
Mstep: Class 30 contains 2269 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 8211 members 
Mstep: Class 33 contains 586887 members 
Mstep: Class 34 contains 63566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988504.000000 Penalty: 119701.210938
Iteration 166Q: 35 clusters Score -1.119885e+08 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 8435 members 
Mstep: Class 3 contains 11496 members 
Mstep: Class 4 contains 10841 members 
Mstep: Class 5 contains 32292 members 
Mstep: Class 6 contains 77761 members 
Mstep: Class 7 contains 11737 members 
Mstep: Class 8 contains 2264 members 
Mstep: Class 9 contains 70874 members 
Mstep: Class 10 contains 17326 members 
Mstep: Class 11 contains 152145 members 
Mstep: Class 12 contains 28175 members 
Mstep: Class 13 contains 7683 members 
Mstep: Class 14 contains 10054 members 
Mstep: Class 15 contains 2500 members 
Mstep: Class 16 contains 44936 members 
Mstep: Class 17 contains 6620 members 
Mstep: Class 18 contains 10691 members 
Mstep: Class 19 contains 36768 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18583 members 
Mstep: Class 22 contains 10538 members 
Mstep: Class 23 contains 8955 members 
Mstep: Class 24 contains 5327 members 
Mstep: Class 25 contains 29384 members 
Mstep: Class 26 contains 25016 members 
Mstep: Class 27 contains 16116 members 
Mstep: Class 28 contains 103796 members 
Mstep: Class 29 contains 26502 members 
Mstep: Class 30 contains 2269 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 8211 members 
Mstep: Class 33 contains 586769 members 
Mstep: Class 34 contains 63554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988408.000000 Penalty: 119701.210938
Iteration 167Q: 35 clusters Score -1.119884e+08 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 8435 members 
Mstep: Class 3 contains 11509 members 
Mstep: Class 4 contains 10837 members 
Mstep: Class 5 contains 32417 members 
Mstep: Class 6 contains 77757 members 
Mstep: Class 7 contains 11736 members 
Mstep: Class 8 contains 2264 members 
Mstep: Class 9 contains 70864 members 
Mstep: Class 10 contains 17326 members 
Mstep: Class 11 contains 152150 members 
Mstep: Class 12 contains 28173 members 
Mstep: Class 13 contains 7673 members 
Mstep: Class 14 contains 10054 members 
Mstep: Class 15 contains 2502 members 
Mstep: Class 16 contains 44938 members 
Mstep: Class 17 contains 6618 members 
Mstep: Class 18 contains 10692 members 
Mstep: Class 19 contains 36774 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18587 members 
Mstep: Class 22 contains 10537 members 
Mstep: Class 23 contains 8953 members 
Mstep: Class 24 contains 5327 members 
Mstep: Class 25 contains 29382 members 
Mstep: Class 26 contains 25016 members 
Mstep: Class 27 contains 16113 members 
Mstep: Class 28 contains 103757 members 
Mstep: Class 29 contains 26530 members 
Mstep: Class 30 contains 2269 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 8211 members 
Mstep: Class 33 contains 586685 members 
Mstep: Class 34 contains 63538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988296.000000 Penalty: 119701.210938
Iteration 168Q: 35 clusters Score -1.119883e+08 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 8435 members 
Mstep: Class 3 contains 11517 members 
Mstep: Class 4 contains 10830 members 
Mstep: Class 5 contains 32551 members 
Mstep: Class 6 contains 77758 members 
Mstep: Class 7 contains 11733 members 
Mstep: Class 8 contains 2264 members 
Mstep: Class 9 contains 70853 members 
Mstep: Class 10 contains 17326 members 
Mstep: Class 11 contains 152149 members 
Mstep: Class 12 contains 28172 members 
Mstep: Class 13 contains 7664 members 
Mstep: Class 14 contains 10054 members 
Mstep: Class 15 contains 2504 members 
Mstep: Class 16 contains 44939 members 
Mstep: Class 17 contains 6617 members 
Mstep: Class 18 contains 10692 members 
Mstep: Class 19 contains 36783 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18586 members 
Mstep: Class 22 contains 10534 members 
Mstep: Class 23 contains 8951 members 
Mstep: Class 24 contains 5327 members 
Mstep: Class 25 contains 29382 members 
Mstep: Class 26 contains 25016 members 
Mstep: Class 27 contains 16111 members 
Mstep: Class 28 contains 103718 members 
Mstep: Class 29 contains 26549 members 
Mstep: Class 30 contains 2269 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 8211 members 
Mstep: Class 33 contains 586605 members 
Mstep: Class 34 contains 63529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988600.000000 Penalty: 119701.210938
Iteration 169Q: 35 clusters Score -1.119886e+08 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 8435 members 
Mstep: Class 3 contains 11527 members 
Mstep: Class 4 contains 10821 members 
Mstep: Class 5 contains 32692 members 
Mstep: Class 6 contains 77755 members 
Mstep: Class 7 contains 11731 members 
Mstep: Class 8 contains 2264 members 
Mstep: Class 9 contains 70846 members 
Mstep: Class 10 contains 17325 members 
Mstep: Class 11 contains 152155 members 
Mstep: Class 12 contains 28170 members 
Mstep: Class 13 contains 7655 members 
Mstep: Class 14 contains 10054 members 
Mstep: Class 15 contains 2508 members 
Mstep: Class 16 contains 44939 members 
Mstep: Class 17 contains 6613 members 
Mstep: Class 18 contains 10691 members 
Mstep: Class 19 contains 36787 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18582 members 
Mstep: Class 22 contains 10533 members 
Mstep: Class 23 contains 8947 members 
Mstep: Class 24 contains 5327 members 
Mstep: Class 25 contains 29379 members 
Mstep: Class 26 contains 25018 members 
Mstep: Class 27 contains 16110 members 
Mstep: Class 28 contains 103657 members 
Mstep: Class 29 contains 26574 members 
Mstep: Class 30 contains 2270 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 8211 members 
Mstep: Class 33 contains 586542 members 
Mstep: Class 34 contains 63515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988592.000000 Penalty: 119701.210938
Iteration 170Q: 35 clusters Score -1.119886e+08 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 8435 members 
Mstep: Class 3 contains 11531 members 
Mstep: Class 4 contains 10822 members 
Mstep: Class 5 contains 32814 members 
Mstep: Class 6 contains 77753 members 
Mstep: Class 7 contains 11729 members 
Mstep: Class 8 contains 2264 members 
Mstep: Class 9 contains 70834 members 
Mstep: Class 10 contains 17322 members 
Mstep: Class 11 contains 152162 members 
Mstep: Class 12 contains 28172 members 
Mstep: Class 13 contains 7648 members 
Mstep: Class 14 contains 10053 members 
Mstep: Class 15 contains 2511 members 
Mstep: Class 16 contains 44940 members 
Mstep: Class 17 contains 6609 members 
Mstep: Class 18 contains 10688 members 
Mstep: Class 19 contains 36802 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18576 members 
Mstep: Class 22 contains 10531 members 
Mstep: Class 23 contains 8944 members 
Mstep: Class 24 contains 5329 members 
Mstep: Class 25 contains 29380 members 
Mstep: Class 26 contains 25021 members 
Mstep: Class 27 contains 16113 members 
Mstep: Class 28 contains 103612 members 
Mstep: Class 29 contains 26588 members 
Mstep: Class 30 contains 2270 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 8210 members 
Mstep: Class 33 contains 586461 members 
Mstep: Class 34 contains 63511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988584.000000 Penalty: 119701.210938
Iteration 171Q: 35 clusters Score -1.119886e+08 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 8435 members 
Mstep: Class 3 contains 11535 members 
Mstep: Class 4 contains 10827 members 
Mstep: Class 5 contains 32928 members 
Mstep: Class 6 contains 77751 members 
Mstep: Class 7 contains 11727 members 
Mstep: Class 8 contains 2264 members 
Mstep: Class 9 contains 70824 members 
Mstep: Class 10 contains 17321 members 
Mstep: Class 11 contains 152159 members 
Mstep: Class 12 contains 28171 members 
Mstep: Class 13 contains 7638 members 
Mstep: Class 14 contains 10052 members 
Mstep: Class 15 contains 2512 members 
Mstep: Class 16 contains 44940 members 
Mstep: Class 17 contains 6607 members 
Mstep: Class 18 contains 10686 members 
Mstep: Class 19 contains 36817 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18572 members 
Mstep: Class 22 contains 10529 members 
Mstep: Class 23 contains 8943 members 
Mstep: Class 24 contains 5332 members 
Mstep: Class 25 contains 29376 members 
Mstep: Class 26 contains 25021 members 
Mstep: Class 27 contains 16116 members 
Mstep: Class 28 contains 103591 members 
Mstep: Class 29 contains 26603 members 
Mstep: Class 30 contains 2270 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 8209 members 
Mstep: Class 33 contains 586378 members 
Mstep: Class 34 contains 63500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988592.000000 Penalty: 119701.210938
Iteration 172Q: 35 clusters Score -1.119886e+08 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 8435 members 
Mstep: Class 3 contains 11540 members 
Mstep: Class 4 contains 10834 members 
Mstep: Class 5 contains 33017 members 
Mstep: Class 6 contains 77750 members 
Mstep: Class 7 contains 11722 members 
Mstep: Class 8 contains 2264 members 
Mstep: Class 9 contains 70820 members 
Mstep: Class 10 contains 17321 members 
Mstep: Class 11 contains 152160 members 
Mstep: Class 12 contains 28170 members 
Mstep: Class 13 contains 7629 members 
Mstep: Class 14 contains 10051 members 
Mstep: Class 15 contains 2513 members 
Mstep: Class 16 contains 44941 members 
Mstep: Class 17 contains 6606 members 
Mstep: Class 18 contains 10685 members 
Mstep: Class 19 contains 36830 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18580 members 
Mstep: Class 22 contains 10530 members 
Mstep: Class 23 contains 8941 members 
Mstep: Class 24 contains 5332 members 
Mstep: Class 25 contains 29378 members 
Mstep: Class 26 contains 25021 members 
Mstep: Class 27 contains 16115 members 
Mstep: Class 28 contains 103578 members 
Mstep: Class 29 contains 26619 members 
Mstep: Class 30 contains 2272 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 8209 members 
Mstep: Class 33 contains 586287 members 
Mstep: Class 34 contains 63485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988584.000000 Penalty: 119701.210938
Iteration 173Q: 35 clusters Score -1.119886e+08 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 8435 members 
Mstep: Class 3 contains 11542 members 
Mstep: Class 4 contains 10825 members 
Mstep: Class 5 contains 33093 members 
Mstep: Class 6 contains 77748 members 
Mstep: Class 7 contains 11719 members 
Mstep: Class 8 contains 2264 members 
Mstep: Class 9 contains 70819 members 
Mstep: Class 10 contains 17321 members 
Mstep: Class 11 contains 152162 members 
Mstep: Class 12 contains 28169 members 
Mstep: Class 13 contains 7617 members 
Mstep: Class 14 contains 10051 members 
Mstep: Class 15 contains 2514 members 
Mstep: Class 16 contains 44943 members 
Mstep: Class 17 contains 6604 members 
Mstep: Class 18 contains 10682 members 
Mstep: Class 19 contains 36837 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18582 members 
Mstep: Class 22 contains 10532 members 
Mstep: Class 23 contains 8940 members 
Mstep: Class 24 contains 5332 members 
Mstep: Class 25 contains 29379 members 
Mstep: Class 26 contains 25022 members 
Mstep: Class 27 contains 16115 members 
Mstep: Class 28 contains 103587 members 
Mstep: Class 29 contains 26633 members 
Mstep: Class 30 contains 2274 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 8209 members 
Mstep: Class 33 contains 586220 members 
Mstep: Class 34 contains 63469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988552.000000 Penalty: 119701.210938
Iteration 174Q: 35 clusters Score -1.119886e+08 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 8435 members 
Mstep: Class 3 contains 11546 members 
Mstep: Class 4 contains 10823 members 
Mstep: Class 5 contains 33168 members 
Mstep: Class 6 contains 77746 members 
Mstep: Class 7 contains 11716 members 
Mstep: Class 8 contains 2264 members 
Mstep: Class 9 contains 70812 members 
Mstep: Class 10 contains 17320 members 
Mstep: Class 11 contains 152158 members 
Mstep: Class 12 contains 28167 members 
Mstep: Class 13 contains 7609 members 
Mstep: Class 14 contains 10051 members 
Mstep: Class 15 contains 2517 members 
Mstep: Class 16 contains 44944 members 
Mstep: Class 17 contains 6603 members 
Mstep: Class 18 contains 10684 members 
Mstep: Class 19 contains 36851 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18582 members 
Mstep: Class 22 contains 10533 members 
Mstep: Class 23 contains 8936 members 
Mstep: Class 24 contains 5332 members 
Mstep: Class 25 contains 29377 members 
Mstep: Class 26 contains 25024 members 
Mstep: Class 27 contains 16115 members 
Mstep: Class 28 contains 103600 members 
Mstep: Class 29 contains 26650 members 
Mstep: Class 30 contains 2274 members 
Mstep: Class 31 contains 2320 members 
Mstep: Class 32 contains 8209 members 
Mstep: Class 33 contains 586142 members 
Mstep: Class 34 contains 63455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988400.000000 Penalty: 119701.210938
Iteration 175Q: 35 clusters Score -1.119884e+08 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 8435 members 
Mstep: Class 3 contains 11550 members 
Mstep: Class 4 contains 10820 members 
Mstep: Class 5 contains 33226 members 
Mstep: Class 6 contains 77742 members 
Mstep: Class 7 contains 11712 members 
Mstep: Class 8 contains 2264 members 
Mstep: Class 9 contains 70803 members 
Mstep: Class 10 contains 17320 members 
Mstep: Class 11 contains 152156 members 
Mstep: Class 12 contains 28168 members 
Mstep: Class 13 contains 7599 members 
Mstep: Class 14 contains 10051 members 
Mstep: Class 15 contains 2519 members 
Mstep: Class 16 contains 44944 members 
Mstep: Class 17 contains 6601 members 
Mstep: Class 18 contains 10682 members 
Mstep: Class 19 contains 36871 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18591 members 
Mstep: Class 22 contains 10533 members 
Mstep: Class 23 contains 8934 members 
Mstep: Class 24 contains 5332 members 
Mstep: Class 25 contains 29374 members 
Mstep: Class 26 contains 25025 members 
Mstep: Class 27 contains 16116 members 
Mstep: Class 28 contains 103614 members 
Mstep: Class 29 contains 26671 members 
Mstep: Class 30 contains 2275 members 
Mstep: Class 31 contains 2320 members 
Mstep: Class 32 contains 8209 members 
Mstep: Class 33 contains 586065 members 
Mstep: Class 34 contains 63443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988520.000000 Penalty: 119701.210938
Iteration 176Q: 35 clusters Score -1.119885e+08 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 8435 members 
Mstep: Class 3 contains 11552 members 
Mstep: Class 4 contains 10820 members 
Mstep: Class 5 contains 33279 members 
Mstep: Class 6 contains 77740 members 
Mstep: Class 7 contains 11710 members 
Mstep: Class 8 contains 2264 members 
Mstep: Class 9 contains 70792 members 
Mstep: Class 10 contains 17319 members 
Mstep: Class 11 contains 152157 members 
Mstep: Class 12 contains 28166 members 
Mstep: Class 13 contains 7592 members 
Mstep: Class 14 contains 10051 members 
Mstep: Class 15 contains 2522 members 
Mstep: Class 16 contains 44947 members 
Mstep: Class 17 contains 6600 members 
Mstep: Class 18 contains 10680 members 
Mstep: Class 19 contains 36879 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18590 members 
Mstep: Class 22 contains 10534 members 
Mstep: Class 23 contains 8932 members 
Mstep: Class 24 contains 5334 members 
Mstep: Class 25 contains 29376 members 
Mstep: Class 26 contains 25024 members 
Mstep: Class 27 contains 16118 members 
Mstep: Class 28 contains 103659 members 
Mstep: Class 29 contains 26690 members 
Mstep: Class 30 contains 2275 members 
Mstep: Class 31 contains 2320 members 
Mstep: Class 32 contains 8209 members 
Mstep: Class 33 contains 585980 members 
Mstep: Class 34 contains 63422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988608.000000 Penalty: 119701.210938
Iteration 177Q: 35 clusters Score -1.119886e+08 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 8435 members 
Mstep: Class 3 contains 11556 members 
Mstep: Class 4 contains 10826 members 
Mstep: Class 5 contains 33330 members 
Mstep: Class 6 contains 77739 members 
Mstep: Class 7 contains 11706 members 
Mstep: Class 8 contains 2264 members 
Mstep: Class 9 contains 70782 members 
Mstep: Class 10 contains 17318 members 
Mstep: Class 11 contains 152158 members 
Mstep: Class 12 contains 28165 members 
Mstep: Class 13 contains 7585 members 
Mstep: Class 14 contains 10051 members 
Mstep: Class 15 contains 2528 members 
Mstep: Class 16 contains 44948 members 
Mstep: Class 17 contains 6600 members 
Mstep: Class 18 contains 10676 members 
Mstep: Class 19 contains 36884 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18587 members 
Mstep: Class 22 contains 10533 members 
Mstep: Class 23 contains 8927 members 
Mstep: Class 24 contains 5335 members 
Mstep: Class 25 contains 29377 members 
Mstep: Class 26 contains 25023 members 
Mstep: Class 27 contains 16119 members 
Mstep: Class 28 contains 103695 members 
Mstep: Class 29 contains 26709 members 
Mstep: Class 30 contains 2275 members 
Mstep: Class 31 contains 2320 members 
Mstep: Class 32 contains 8209 members 
Mstep: Class 33 contains 585919 members 
Mstep: Class 34 contains 63392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988720.000000 Penalty: 119701.210938
Iteration 178Q: 35 clusters Score -1.119887e+08 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 8435 members 
Mstep: Class 3 contains 11560 members 
Mstep: Class 4 contains 10824 members 
Mstep: Class 5 contains 33389 members 
Mstep: Class 6 contains 77738 members 
Mstep: Class 7 contains 11702 members 
Mstep: Class 8 contains 2264 members 
Mstep: Class 9 contains 70771 members 
Mstep: Class 10 contains 17319 members 
Mstep: Class 11 contains 152158 members 
Mstep: Class 12 contains 28164 members 
Mstep: Class 13 contains 7572 members 
Mstep: Class 14 contains 10051 members 
Mstep: Class 15 contains 2532 members 
Mstep: Class 16 contains 44950 members 
Mstep: Class 17 contains 6599 members 
Mstep: Class 18 contains 10675 members 
Mstep: Class 19 contains 36891 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18584 members 
Mstep: Class 22 contains 10536 members 
Mstep: Class 23 contains 8920 members 
Mstep: Class 24 contains 5335 members 
Mstep: Class 25 contains 29381 members 
Mstep: Class 26 contains 25026 members 
Mstep: Class 27 contains 16118 members 
Mstep: Class 28 contains 103707 members 
Mstep: Class 29 contains 26728 members 
Mstep: Class 30 contains 2274 members 
Mstep: Class 31 contains 2320 members 
Mstep: Class 32 contains 8209 members 
Mstep: Class 33 contains 585875 members 
Mstep: Class 34 contains 63367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988648.000000 Penalty: 119701.210938
Iteration 179Q: 35 clusters Score -1.119886e+08 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 8435 members 
Mstep: Class 3 contains 11562 members 
Mstep: Class 4 contains 10826 members 
Mstep: Class 5 contains 33455 members 
Mstep: Class 6 contains 77737 members 
Mstep: Class 7 contains 11700 members 
Mstep: Class 8 contains 2265 members 
Mstep: Class 9 contains 70761 members 
Mstep: Class 10 contains 17318 members 
Mstep: Class 11 contains 152154 members 
Mstep: Class 12 contains 28164 members 
Mstep: Class 13 contains 7562 members 
Mstep: Class 14 contains 10050 members 
Mstep: Class 15 contains 2534 members 
Mstep: Class 16 contains 44950 members 
Mstep: Class 17 contains 6598 members 
Mstep: Class 18 contains 10670 members 
Mstep: Class 19 contains 36895 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18589 members 
Mstep: Class 22 contains 10537 members 
Mstep: Class 23 contains 8915 members 
Mstep: Class 24 contains 5337 members 
Mstep: Class 25 contains 29379 members 
Mstep: Class 26 contains 25028 members 
Mstep: Class 27 contains 16121 members 
Mstep: Class 28 contains 103737 members 
Mstep: Class 29 contains 26746 members 
Mstep: Class 30 contains 2274 members 
Mstep: Class 31 contains 2320 members 
Mstep: Class 32 contains 8209 members 
Mstep: Class 33 contains 585800 members 
Mstep: Class 34 contains 63348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988440.000000 Penalty: 119701.210938
Iteration 180F: 35 clusters Score -1.119884e+08 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 8435 members 
Mstep: Class 3 contains 11562 members 
Mstep: Class 4 contains 10816 members 
Mstep: Class 5 contains 33520 members 
Mstep: Class 6 contains 77734 members 
Mstep: Class 7 contains 11693 members 
Mstep: Class 8 contains 2264 members 
Mstep: Class 9 contains 70743 members 
Mstep: Class 10 contains 17318 members 
Mstep: Class 11 contains 152150 members 
Mstep: Class 12 contains 28164 members 
Mstep: Class 13 contains 7553 members 
Mstep: Class 14 contains 10049 members 
Mstep: Class 15 contains 2536 members 
Mstep: Class 16 contains 44950 members 
Mstep: Class 17 contains 6597 members 
Mstep: Class 18 contains 10669 members 
Mstep: Class 19 contains 36902 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18590 members 
Mstep: Class 22 contains 10535 members 
Mstep: Class 23 contains 8912 members 
Mstep: Class 24 contains 5336 members 
Mstep: Class 25 contains 29380 members 
Mstep: Class 26 contains 25027 members 
Mstep: Class 27 contains 16124 members 
Mstep: Class 28 contains 103760 members 
Mstep: Class 29 contains 26770 members 
Mstep: Class 30 contains 2275 members 
Mstep: Class 31 contains 2320 members 
Mstep: Class 32 contains 8209 members 
Mstep: Class 33 contains 585758 members 
Mstep: Class 34 contains 63325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988392.000000 Penalty: 119701.210938
Iteration 181Q: 35 clusters Score -1.119884e+08 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 8435 members 
Mstep: Class 3 contains 11563 members 
Mstep: Class 4 contains 10807 members 
Mstep: Class 5 contains 33576 members 
Mstep: Class 6 contains 77729 members 
Mstep: Class 7 contains 11688 members 
Mstep: Class 8 contains 2263 members 
Mstep: Class 9 contains 70723 members 
Mstep: Class 10 contains 17319 members 
Mstep: Class 11 contains 152157 members 
Mstep: Class 12 contains 28164 members 
Mstep: Class 13 contains 7546 members 
Mstep: Class 14 contains 10048 members 
Mstep: Class 15 contains 2538 members 
Mstep: Class 16 contains 44951 members 
Mstep: Class 17 contains 6596 members 
Mstep: Class 18 contains 10668 members 
Mstep: Class 19 contains 36903 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18592 members 
Mstep: Class 22 contains 10536 members 
Mstep: Class 23 contains 8910 members 
Mstep: Class 24 contains 5335 members 
Mstep: Class 25 contains 29378 members 
Mstep: Class 26 contains 25029 members 
Mstep: Class 27 contains 16128 members 
Mstep: Class 28 contains 103769 members 
Mstep: Class 29 contains 26788 members 
Mstep: Class 30 contains 2275 members 
Mstep: Class 31 contains 2320 members 
Mstep: Class 32 contains 8209 members 
Mstep: Class 33 contains 585729 members 
Mstep: Class 34 contains 63299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988432.000000 Penalty: 119701.210938
Iteration 182Q: 35 clusters Score -1.119884e+08 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 8435 members 
Mstep: Class 3 contains 11565 members 
Mstep: Class 4 contains 10797 members 
Mstep: Class 5 contains 33636 members 
Mstep: Class 6 contains 77727 members 
Mstep: Class 7 contains 11684 members 
Mstep: Class 8 contains 2263 members 
Mstep: Class 9 contains 70701 members 
Mstep: Class 10 contains 17320 members 
Mstep: Class 11 contains 152160 members 
Mstep: Class 12 contains 28164 members 
Mstep: Class 13 contains 7538 members 
Mstep: Class 14 contains 10047 members 
Mstep: Class 15 contains 2541 members 
Mstep: Class 16 contains 44952 members 
Mstep: Class 17 contains 6596 members 
Mstep: Class 18 contains 10668 members 
Mstep: Class 19 contains 36909 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18586 members 
Mstep: Class 22 contains 10536 members 
Mstep: Class 23 contains 8908 members 
Mstep: Class 24 contains 5336 members 
Mstep: Class 25 contains 29376 members 
Mstep: Class 26 contains 25028 members 
Mstep: Class 27 contains 16132 members 
Mstep: Class 28 contains 103790 members 
Mstep: Class 29 contains 26799 members 
Mstep: Class 30 contains 2275 members 
Mstep: Class 31 contains 2320 members 
Mstep: Class 32 contains 8209 members 
Mstep: Class 33 contains 585703 members 
Mstep: Class 34 contains 63269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988640.000000 Penalty: 119701.210938
Iteration 183Q: 35 clusters Score -1.119886e+08 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 8435 members 
Mstep: Class 3 contains 11570 members 
Mstep: Class 4 contains 10796 members 
Mstep: Class 5 contains 33691 members 
Mstep: Class 6 contains 77726 members 
Mstep: Class 7 contains 11680 members 
Mstep: Class 8 contains 2263 members 
Mstep: Class 9 contains 70684 members 
Mstep: Class 10 contains 17317 members 
Mstep: Class 11 contains 152162 members 
Mstep: Class 12 contains 28163 members 
Mstep: Class 13 contains 7532 members 
Mstep: Class 14 contains 10046 members 
Mstep: Class 15 contains 2544 members 
Mstep: Class 16 contains 44953 members 
Mstep: Class 17 contains 6596 members 
Mstep: Class 18 contains 10665 members 
Mstep: Class 19 contains 36911 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18585 members 
Mstep: Class 22 contains 10538 members 
Mstep: Class 23 contains 8904 members 
Mstep: Class 24 contains 5336 members 
Mstep: Class 25 contains 29382 members 
Mstep: Class 26 contains 25026 members 
Mstep: Class 27 contains 16137 members 
Mstep: Class 28 contains 103821 members 
Mstep: Class 29 contains 26813 members 
Mstep: Class 30 contains 2275 members 
Mstep: Class 31 contains 2320 members 
Mstep: Class 32 contains 8209 members 
Mstep: Class 33 contains 585643 members 
Mstep: Class 34 contains 63244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988352.000000 Penalty: 119701.210938
Iteration 184Q: 35 clusters Score -1.119884e+08 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 8435 members 
Mstep: Class 3 contains 11576 members 
Mstep: Class 4 contains 10800 members 
Mstep: Class 5 contains 33739 members 
Mstep: Class 6 contains 77720 members 
Mstep: Class 7 contains 11670 members 
Mstep: Class 8 contains 2263 members 
Mstep: Class 9 contains 70664 members 
Mstep: Class 10 contains 17316 members 
Mstep: Class 11 contains 152167 members 
Mstep: Class 12 contains 28163 members 
Mstep: Class 13 contains 7527 members 
Mstep: Class 14 contains 10045 members 
Mstep: Class 15 contains 2546 members 
Mstep: Class 16 contains 44955 members 
Mstep: Class 17 contains 6596 members 
Mstep: Class 18 contains 10666 members 
Mstep: Class 19 contains 36915 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18581 members 
Mstep: Class 22 contains 10537 members 
Mstep: Class 23 contains 8903 members 
Mstep: Class 24 contains 5337 members 
Mstep: Class 25 contains 29377 members 
Mstep: Class 26 contains 25028 members 
Mstep: Class 27 contains 16142 members 
Mstep: Class 28 contains 103834 members 
Mstep: Class 29 contains 26833 members 
Mstep: Class 30 contains 2276 members 
Mstep: Class 31 contains 2321 members 
Mstep: Class 32 contains 8209 members 
Mstep: Class 33 contains 585605 members 
Mstep: Class 34 contains 63218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988440.000000 Penalty: 119701.210938
Iteration 185Q: 35 clusters Score -1.119884e+08 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 8436 members 
Mstep: Class 3 contains 11580 members 
Mstep: Class 4 contains 10802 members 
Mstep: Class 5 contains 33793 members 
Mstep: Class 6 contains 77714 members 
Mstep: Class 7 contains 11657 members 
Mstep: Class 8 contains 2264 members 
Mstep: Class 9 contains 70645 members 
Mstep: Class 10 contains 17316 members 
Mstep: Class 11 contains 152174 members 
Mstep: Class 12 contains 28162 members 
Mstep: Class 13 contains 7521 members 
Mstep: Class 14 contains 10043 members 
Mstep: Class 15 contains 2549 members 
Mstep: Class 16 contains 44958 members 
Mstep: Class 17 contains 6596 members 
Mstep: Class 18 contains 10664 members 
Mstep: Class 19 contains 36916 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18575 members 
Mstep: Class 22 contains 10535 members 
Mstep: Class 23 contains 8900 members 
Mstep: Class 24 contains 5337 members 
Mstep: Class 25 contains 29375 members 
Mstep: Class 26 contains 25027 members 
Mstep: Class 27 contains 16142 members 
Mstep: Class 28 contains 103835 members 
Mstep: Class 29 contains 26851 members 
Mstep: Class 30 contains 2276 members 
Mstep: Class 31 contains 2323 members 
Mstep: Class 32 contains 8209 members 
Mstep: Class 33 contains 585598 members 
Mstep: Class 34 contains 63188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988400.000000 Penalty: 119701.210938
Iteration 186Q: 35 clusters Score -1.119884e+08 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 8436 members 
Mstep: Class 3 contains 11586 members 
Mstep: Class 4 contains 10802 members 
Mstep: Class 5 contains 33855 members 
Mstep: Class 6 contains 77712 members 
Mstep: Class 7 contains 11650 members 
Mstep: Class 8 contains 2264 members 
Mstep: Class 9 contains 70629 members 
Mstep: Class 10 contains 17316 members 
Mstep: Class 11 contains 152172 members 
Mstep: Class 12 contains 28162 members 
Mstep: Class 13 contains 7519 members 
Mstep: Class 14 contains 10043 members 
Mstep: Class 15 contains 2550 members 
Mstep: Class 16 contains 44958 members 
Mstep: Class 17 contains 6596 members 
Mstep: Class 18 contains 10663 members 
Mstep: Class 19 contains 36918 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18565 members 
Mstep: Class 22 contains 10531 members 
Mstep: Class 23 contains 8900 members 
Mstep: Class 24 contains 5338 members 
Mstep: Class 25 contains 29377 members 
Mstep: Class 26 contains 25028 members 
Mstep: Class 27 contains 16142 members 
Mstep: Class 28 contains 103849 members 
Mstep: Class 29 contains 26868 members 
Mstep: Class 30 contains 2276 members 
Mstep: Class 31 contains 2323 members 
Mstep: Class 32 contains 8209 members 
Mstep: Class 33 contains 585558 members 
Mstep: Class 34 contains 63165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988328.000000 Penalty: 119701.210938
Iteration 187Q: 35 clusters Score -1.119883e+08 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 8435 members 
Mstep: Class 3 contains 11593 members 
Mstep: Class 4 contains 10801 members 
Mstep: Class 5 contains 33911 members 
Mstep: Class 6 contains 77712 members 
Mstep: Class 7 contains 11644 members 
Mstep: Class 8 contains 2265 members 
Mstep: Class 9 contains 70618 members 
Mstep: Class 10 contains 17316 members 
Mstep: Class 11 contains 152172 members 
Mstep: Class 12 contains 28162 members 
Mstep: Class 13 contains 7513 members 
Mstep: Class 14 contains 10043 members 
Mstep: Class 15 contains 2551 members 
Mstep: Class 16 contains 44958 members 
Mstep: Class 17 contains 6596 members 
Mstep: Class 18 contains 10661 members 
Mstep: Class 19 contains 36922 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18562 members 
Mstep: Class 22 contains 10530 members 
Mstep: Class 23 contains 8898 members 
Mstep: Class 24 contains 5337 members 
Mstep: Class 25 contains 29380 members 
Mstep: Class 26 contains 25027 members 
Mstep: Class 27 contains 16142 members 
Mstep: Class 28 contains 103883 members 
Mstep: Class 29 contains 26879 members 
Mstep: Class 30 contains 2276 members 
Mstep: Class 31 contains 2323 members 
Mstep: Class 32 contains 8209 members 
Mstep: Class 33 contains 585490 members 
Mstep: Class 34 contains 63151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988504.000000 Penalty: 119701.210938
Iteration 188Q: 35 clusters Score -1.119885e+08 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 8436 members 
Mstep: Class 3 contains 11599 members 
Mstep: Class 4 contains 10801 members 
Mstep: Class 5 contains 33956 members 
Mstep: Class 6 contains 77709 members 
Mstep: Class 7 contains 11642 members 
Mstep: Class 8 contains 2266 members 
Mstep: Class 9 contains 70617 members 
Mstep: Class 10 contains 17316 members 
Mstep: Class 11 contains 152170 members 
Mstep: Class 12 contains 28162 members 
Mstep: Class 13 contains 7501 members 
Mstep: Class 14 contains 10041 members 
Mstep: Class 15 contains 2551 members 
Mstep: Class 16 contains 44959 members 
Mstep: Class 17 contains 6596 members 
Mstep: Class 18 contains 10661 members 
Mstep: Class 19 contains 36927 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18562 members 
Mstep: Class 22 contains 10527 members 
Mstep: Class 23 contains 8899 members 
Mstep: Class 24 contains 5336 members 
Mstep: Class 25 contains 29387 members 
Mstep: Class 26 contains 25024 members 
Mstep: Class 27 contains 16142 members 
Mstep: Class 28 contains 103920 members 
Mstep: Class 29 contains 26889 members 
Mstep: Class 30 contains 2276 members 
Mstep: Class 31 contains 2322 members 
Mstep: Class 32 contains 8209 members 
Mstep: Class 33 contains 585415 members 
Mstep: Class 34 contains 63141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988432.000000 Penalty: 119701.210938
Iteration 189Q: 35 clusters Score -1.119884e+08 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 8436 members 
Mstep: Class 3 contains 11607 members 
Mstep: Class 4 contains 10804 members 
Mstep: Class 5 contains 33997 members 
Mstep: Class 6 contains 77701 members 
Mstep: Class 7 contains 11635 members 
Mstep: Class 8 contains 2266 members 
Mstep: Class 9 contains 70605 members 
Mstep: Class 10 contains 17316 members 
Mstep: Class 11 contains 152164 members 
Mstep: Class 12 contains 28161 members 
Mstep: Class 13 contains 7492 members 
Mstep: Class 14 contains 10039 members 
Mstep: Class 15 contains 2551 members 
Mstep: Class 16 contains 44960 members 
Mstep: Class 17 contains 6596 members 
Mstep: Class 18 contains 10659 members 
Mstep: Class 19 contains 36930 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18568 members 
Mstep: Class 22 contains 10528 members 
Mstep: Class 23 contains 8899 members 
Mstep: Class 24 contains 5336 members 
Mstep: Class 25 contains 29388 members 
Mstep: Class 26 contains 25023 members 
Mstep: Class 27 contains 16142 members 
Mstep: Class 28 contains 103964 members 
Mstep: Class 29 contains 26899 members 
Mstep: Class 30 contains 2276 members 
Mstep: Class 31 contains 2322 members 
Mstep: Class 32 contains 8209 members 
Mstep: Class 33 contains 585352 members 
Mstep: Class 34 contains 63134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988376.000000 Penalty: 119701.210938
Iteration 190Q: 35 clusters Score -1.119884e+08 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 8436 members 
Mstep: Class 3 contains 11616 members 
Mstep: Class 4 contains 10809 members 
Mstep: Class 5 contains 34050 members 
Mstep: Class 6 contains 77698 members 
Mstep: Class 7 contains 11628 members 
Mstep: Class 8 contains 2265 members 
Mstep: Class 9 contains 70583 members 
Mstep: Class 10 contains 17316 members 
Mstep: Class 11 contains 152161 members 
Mstep: Class 12 contains 28160 members 
Mstep: Class 13 contains 7485 members 
Mstep: Class 14 contains 10037 members 
Mstep: Class 15 contains 2551 members 
Mstep: Class 16 contains 44960 members 
Mstep: Class 17 contains 6597 members 
Mstep: Class 18 contains 10657 members 
Mstep: Class 19 contains 36937 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18563 members 
Mstep: Class 22 contains 10529 members 
Mstep: Class 23 contains 8899 members 
Mstep: Class 24 contains 5336 members 
Mstep: Class 25 contains 29389 members 
Mstep: Class 26 contains 25024 members 
Mstep: Class 27 contains 16143 members 
Mstep: Class 28 contains 103995 members 
Mstep: Class 29 contains 26905 members 
Mstep: Class 30 contains 2276 members 
Mstep: Class 31 contains 2322 members 
Mstep: Class 32 contains 8209 members 
Mstep: Class 33 contains 585295 members 
Mstep: Class 34 contains 63127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988384.000000 Penalty: 119701.210938
Iteration 191Q: 35 clusters Score -1.119884e+08 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 8436 members 
Mstep: Class 3 contains 11622 members 
Mstep: Class 4 contains 10815 members 
Mstep: Class 5 contains 34119 members 
Mstep: Class 6 contains 77694 members 
Mstep: Class 7 contains 11620 members 
Mstep: Class 8 contains 2265 members 
Mstep: Class 9 contains 70570 members 
Mstep: Class 10 contains 17316 members 
Mstep: Class 11 contains 152153 members 
Mstep: Class 12 contains 28160 members 
Mstep: Class 13 contains 7476 members 
Mstep: Class 14 contains 10036 members 
Mstep: Class 15 contains 2551 members 
Mstep: Class 16 contains 44960 members 
Mstep: Class 17 contains 6597 members 
Mstep: Class 18 contains 10657 members 
Mstep: Class 19 contains 36945 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18559 members 
Mstep: Class 22 contains 10528 members 
Mstep: Class 23 contains 8899 members 
Mstep: Class 24 contains 5336 members 
Mstep: Class 25 contains 29389 members 
Mstep: Class 26 contains 25024 members 
Mstep: Class 27 contains 16143 members 
Mstep: Class 28 contains 104004 members 
Mstep: Class 29 contains 26913 members 
Mstep: Class 30 contains 2276 members 
Mstep: Class 31 contains 2322 members 
Mstep: Class 32 contains 8209 members 
Mstep: Class 33 contains 585240 members 
Mstep: Class 34 contains 63122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988568.000000 Penalty: 119701.210938
Iteration 192Q: 35 clusters Score -1.119886e+08 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 8436 members 
Mstep: Class 3 contains 11629 members 
Mstep: Class 4 contains 10813 members 
Mstep: Class 5 contains 34181 members 
Mstep: Class 6 contains 77691 members 
Mstep: Class 7 contains 11611 members 
Mstep: Class 8 contains 2264 members 
Mstep: Class 9 contains 70558 members 
Mstep: Class 10 contains 17316 members 
Mstep: Class 11 contains 152153 members 
Mstep: Class 12 contains 28160 members 
Mstep: Class 13 contains 7462 members 
Mstep: Class 14 contains 10035 members 
Mstep: Class 15 contains 2551 members 
Mstep: Class 16 contains 44960 members 
Mstep: Class 17 contains 6596 members 
Mstep: Class 18 contains 10656 members 
Mstep: Class 19 contains 36950 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18560 members 
Mstep: Class 22 contains 10529 members 
Mstep: Class 23 contains 8899 members 
Mstep: Class 24 contains 5336 members 
Mstep: Class 25 contains 29390 members 
Mstep: Class 26 contains 25023 members 
Mstep: Class 27 contains 16143 members 
Mstep: Class 28 contains 104042 members 
Mstep: Class 29 contains 26921 members 
Mstep: Class 30 contains 2277 members 
Mstep: Class 31 contains 2322 members 
Mstep: Class 32 contains 8209 members 
Mstep: Class 33 contains 585166 members 
Mstep: Class 34 contains 63114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988496.000000 Penalty: 119701.210938
Iteration 193Q: 35 clusters Score -1.119885e+08 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 8436 members 
Mstep: Class 3 contains 11637 members 
Mstep: Class 4 contains 10808 members 
Mstep: Class 5 contains 34242 members 
Mstep: Class 6 contains 77687 members 
Mstep: Class 7 contains 11604 members 
Mstep: Class 8 contains 2265 members 
Mstep: Class 9 contains 70550 members 
Mstep: Class 10 contains 17315 members 
Mstep: Class 11 contains 152154 members 
Mstep: Class 12 contains 28160 members 
Mstep: Class 13 contains 7449 members 
Mstep: Class 14 contains 10035 members 
Mstep: Class 15 contains 2551 members 
Mstep: Class 16 contains 44960 members 
Mstep: Class 17 contains 6594 members 
Mstep: Class 18 contains 10654 members 
Mstep: Class 19 contains 36954 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18565 members 
Mstep: Class 22 contains 10527 members 
Mstep: Class 23 contains 8899 members 
Mstep: Class 24 contains 5336 members 
Mstep: Class 25 contains 29390 members 
Mstep: Class 26 contains 25023 members 
Mstep: Class 27 contains 16143 members 
Mstep: Class 28 contains 104069 members 
Mstep: Class 29 contains 26922 members 
Mstep: Class 30 contains 2278 members 
Mstep: Class 31 contains 2322 members 
Mstep: Class 32 contains 8209 members 
Mstep: Class 33 contains 585112 members 
Mstep: Class 34 contains 63104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988680.000000 Penalty: 119701.210938
Iteration 194Q: 35 clusters Score -1.119887e+08 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 8436 members 
Mstep: Class 3 contains 11646 members 
Mstep: Class 4 contains 10805 members 
Mstep: Class 5 contains 34296 members 
Mstep: Class 6 contains 77684 members 
Mstep: Class 7 contains 11598 members 
Mstep: Class 8 contains 2268 members 
Mstep: Class 9 contains 70545 members 
Mstep: Class 10 contains 17314 members 
Mstep: Class 11 contains 152150 members 
Mstep: Class 12 contains 28160 members 
Mstep: Class 13 contains 7437 members 
Mstep: Class 14 contains 10034 members 
Mstep: Class 15 contains 2551 members 
Mstep: Class 16 contains 44960 members 
Mstep: Class 17 contains 6594 members 
Mstep: Class 18 contains 10648 members 
Mstep: Class 19 contains 36959 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18569 members 
Mstep: Class 22 contains 10523 members 
Mstep: Class 23 contains 8899 members 
Mstep: Class 24 contains 5335 members 
Mstep: Class 25 contains 29391 members 
Mstep: Class 26 contains 25021 members 
Mstep: Class 27 contains 16143 members 
Mstep: Class 28 contains 104127 members 
Mstep: Class 29 contains 26925 members 
Mstep: Class 30 contains 2278 members 
Mstep: Class 31 contains 2322 members 
Mstep: Class 32 contains 8208 members 
Mstep: Class 33 contains 585028 members 
Mstep: Class 34 contains 63099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988712.000000 Penalty: 119701.210938
Iteration 195Q: 35 clusters Score -1.119887e+08 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 8436 members 
Mstep: Class 3 contains 11649 members 
Mstep: Class 4 contains 10799 members 
Mstep: Class 5 contains 34353 members 
Mstep: Class 6 contains 77685 members 
Mstep: Class 7 contains 11591 members 
Mstep: Class 8 contains 2269 members 
Mstep: Class 9 contains 70538 members 
Mstep: Class 10 contains 17313 members 
Mstep: Class 11 contains 152147 members 
Mstep: Class 12 contains 28160 members 
Mstep: Class 13 contains 7427 members 
Mstep: Class 14 contains 10033 members 
Mstep: Class 15 contains 2551 members 
Mstep: Class 16 contains 44960 members 
Mstep: Class 17 contains 6594 members 
Mstep: Class 18 contains 10645 members 
Mstep: Class 19 contains 36963 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18568 members 
Mstep: Class 22 contains 10524 members 
Mstep: Class 23 contains 8899 members 
Mstep: Class 24 contains 5335 members 
Mstep: Class 25 contains 29387 members 
Mstep: Class 26 contains 25021 members 
Mstep: Class 27 contains 16144 members 
Mstep: Class 28 contains 104187 members 
Mstep: Class 29 contains 26929 members 
Mstep: Class 30 contains 2278 members 
Mstep: Class 31 contains 2323 members 
Mstep: Class 32 contains 8208 members 
Mstep: Class 33 contains 584946 members 
Mstep: Class 34 contains 63092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988808.000000 Penalty: 119701.210938
Iteration 196Q: 35 clusters Score -1.119888e+08 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 8436 members 
Mstep: Class 3 contains 11652 members 
Mstep: Class 4 contains 10792 members 
Mstep: Class 5 contains 34413 members 
Mstep: Class 6 contains 77684 members 
Mstep: Class 7 contains 11588 members 
Mstep: Class 8 contains 2269 members 
Mstep: Class 9 contains 70523 members 
Mstep: Class 10 contains 17312 members 
Mstep: Class 11 contains 152144 members 
Mstep: Class 12 contains 28158 members 
Mstep: Class 13 contains 7425 members 
Mstep: Class 14 contains 10032 members 
Mstep: Class 15 contains 2551 members 
Mstep: Class 16 contains 44960 members 
Mstep: Class 17 contains 6594 members 
Mstep: Class 18 contains 10640 members 
Mstep: Class 19 contains 36967 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18564 members 
Mstep: Class 22 contains 10521 members 
Mstep: Class 23 contains 8899 members 
Mstep: Class 24 contains 5335 members 
Mstep: Class 25 contains 29386 members 
Mstep: Class 26 contains 25021 members 
Mstep: Class 27 contains 16145 members 
Mstep: Class 28 contains 104244 members 
Mstep: Class 29 contains 26935 members 
Mstep: Class 30 contains 2279 members 
Mstep: Class 31 contains 2323 members 
Mstep: Class 32 contains 8208 members 
Mstep: Class 33 contains 584872 members 
Mstep: Class 34 contains 63082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988872.000000 Penalty: 119701.210938
Iteration 197Q: 35 clusters Score -1.119889e+08 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 8436 members 
Mstep: Class 3 contains 11655 members 
Mstep: Class 4 contains 10787 members 
Mstep: Class 5 contains 34469 members 
Mstep: Class 6 contains 77686 members 
Mstep: Class 7 contains 11583 members 
Mstep: Class 8 contains 2272 members 
Mstep: Class 9 contains 70504 members 
Mstep: Class 10 contains 17312 members 
Mstep: Class 11 contains 152142 members 
Mstep: Class 12 contains 28156 members 
Mstep: Class 13 contains 7424 members 
Mstep: Class 14 contains 10032 members 
Mstep: Class 15 contains 2551 members 
Mstep: Class 16 contains 44960 members 
Mstep: Class 17 contains 6594 members 
Mstep: Class 18 contains 10638 members 
Mstep: Class 19 contains 36971 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18565 members 
Mstep: Class 22 contains 10520 members 
Mstep: Class 23 contains 8899 members 
Mstep: Class 24 contains 5335 members 
Mstep: Class 25 contains 29388 members 
Mstep: Class 26 contains 25021 members 
Mstep: Class 27 contains 16146 members 
Mstep: Class 28 contains 104294 members 
Mstep: Class 29 contains 26941 members 
Mstep: Class 30 contains 2280 members 
Mstep: Class 31 contains 2323 members 
Mstep: Class 32 contains 8208 members 
Mstep: Class 33 contains 584788 members 
Mstep: Class 34 contains 63076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988752.000000 Penalty: 119701.210938
Iteration 198Q: 35 clusters Score -1.119888e+08 nChanged 278
Entering ConstructFrom: 
Score: -111988752.000000 Penalty: 119701.210938
Entering ConstructFrom: 
Trying to split cluster 1 (9598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Entering Unmasked Estep 
Score: -706841.125000 Penalty: 2273.988770
	Iteration 0F: 2 clusters Score -706841.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -699493.812500 Penalty: 4547.977539
	Iteration 0F: 3 clusters Score -699493.8 nChanged 3975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -702096.187500 Penalty: 4547.977539
	Iteration 1F: 3 clusters Score -702096.2 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -702958.187500 Penalty: 4547.977539
	Iteration 2F: 3 clusters Score -702958.2 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -704158.187500 Penalty: 4547.977539
	Iteration 3F: 3 clusters Score -704158.2 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -705520.312500 Penalty: 4547.977539
	Iteration 4F: 3 clusters Score -705520.3 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -706558.562500 Penalty: 4547.977539
	Iteration 5F: 3 clusters Score -706558.6 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -707100.187500 Penalty: 4547.977539
	Iteration 6F: 3 clusters Score -707100.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -707349.312500 Penalty: 4547.977539
	Iteration 7Q: 3 clusters Score -707349.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -707440.937500 Penalty: 4547.977539
	Iteration 8Q: 3 clusters Score -707440.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -707474.625000 Penalty: 4547.977539
	Iteration 9Q: 3 clusters Score -707474.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -707486.125000 Penalty: 4547.977539
	Iteration 10Q: 3 clusters Score -707486.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -707492.750000 Penalty: 4547.977539
	Iteration 11Q: 3 clusters Score -707492.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -707494.687500 Penalty: 4547.977539
	Iteration 12Q: 3 clusters Score -707494.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -707495.375000 Penalty: 4547.977539
	Iteration 13Q: 3 clusters Score -707495.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -707498.000000 Penalty: 4547.977539
	Iteration 14Q: 3 clusters Score -707498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -707498.750000 Penalty: 4547.977539
	Iteration 15Q: 3 clusters Score -707498.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -707499.062500 Penalty: 4547.977539
	Iteration 16Q: 3 clusters Score -707499.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -707499.062500 Penalty: 4547.977539
	Iteration 17F: 3 clusters Score -707499.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 8436 members 
Mstep: Class 3 contains 11660 members 
Mstep: Class 4 contains 10785 members 
Mstep: Class 5 contains 34516 members 
Mstep: Class 6 contains 77685 members 
Mstep: Class 7 contains 11577 members 
Mstep: Class 8 contains 2272 members 
Mstep: Class 9 contains 70492 members 
Mstep: Class 10 contains 17312 members 
Mstep: Class 11 contains 152143 members 
Mstep: Class 12 contains 28152 members 
Mstep: Class 13 contains 7423 members 
Mstep: Class 14 contains 10032 members 
Mstep: Class 15 contains 2552 members 
Mstep: Class 16 contains 44960 members 
Mstep: Class 17 contains 6594 members 
Mstep: Class 18 contains 10638 members 
Mstep: Class 19 contains 36974 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18574 members 
Mstep: Class 22 contains 10521 members 
Mstep: Class 23 contains 8899 members 
Mstep: Class 24 contains 5335 members 
Mstep: Class 25 contains 29392 members 
Mstep: Class 26 contains 25022 members 
Mstep: Class 27 contains 16148 members 
Mstep: Class 28 contains 104339 members 
Mstep: Class 29 contains 26951 members 
Mstep: Class 30 contains 2279 members 
Mstep: Class 31 contains 2324 members 
Mstep: Class 32 contains 8207 members 
Mstep: Class 33 contains 584692 members 
Mstep: Class 34 contains 63068 members 
Mstep: Class 35 contains 3633 members 
Entering Unmasked Estep 
Score: -111987976.000000 Penalty: 123221.835938
Splitting cluster 1 changes total score from -111988752.000000 to -111987976.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (8436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Entering Unmasked Estep 
Score: -650303.937500 Penalty: 2241.985352
	Iteration 0F: 2 clusters Score -650303.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -643691.500000 Penalty: 4483.970703
	Iteration 0F: 3 clusters Score -643691.5 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -645609.187500 Penalty: 4483.970703
	Iteration 1F: 3 clusters Score -645609.2 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -645986.812500 Penalty: 4483.970703
	Iteration 2F: 3 clusters Score -645986.8 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -646305.187500 Penalty: 4483.970703
	Iteration 3F: 3 clusters Score -646305.2 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -646588.937500 Penalty: 4483.970703
	Iteration 4F: 3 clusters Score -646588.9 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -646861.500000 Penalty: 4483.970703
	Iteration 5Q: 3 clusters Score -646861.5 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -647152.812500 Penalty: 4483.970703
	Iteration 6Q: 3 clusters Score -647152.8 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -647441.687500 Penalty: 4483.970703
	Iteration 7Q: 3 clusters Score -647441.7 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -647708.687500 Penalty: 4483.970703
	Iteration 8Q: 3 clusters Score -647708.7 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -647947.937500 Penalty: 4483.970703
	Iteration 9Q: 3 clusters Score -647947.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -648113.687500 Penalty: 4483.970703
	Iteration 10Q: 3 clusters Score -648113.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -648250.187500 Penalty: 4483.970703
	Iteration 11Q: 3 clusters Score -648250.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -648341.812500 Penalty: 4483.970703
	Iteration 12Q: 3 clusters Score -648341.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -648417.125000 Penalty: 4483.970703
	Iteration 13Q: 3 clusters Score -648417.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -648477.062500 Penalty: 4483.970703
	Iteration 14Q: 3 clusters Score -648477.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -648525.687500 Penalty: 4483.970703
	Iteration 15Q: 3 clusters Score -648525.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -648583.250000 Penalty: 4483.970703
	Iteration 16Q: 3 clusters Score -648583.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -648650.187500 Penalty: 4483.970703
	Iteration 17Q: 3 clusters Score -648650.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -648739.187500 Penalty: 4483.970703
	Iteration 18Q: 3 clusters Score -648739.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -648883.562500 Penalty: 4483.970703
	Iteration 19Q: 3 clusters Score -648883.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -649050.000000 Penalty: 4483.970703
	Iteration 20F: 3 clusters Score -649050 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -649211.562500 Penalty: 4483.970703
	Iteration 21Q: 3 clusters Score -649211.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -649341.812500 Penalty: 4483.970703
	Iteration 22Q: 3 clusters Score -649341.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -649464.562500 Penalty: 4483.970703
	Iteration 23Q: 3 clusters Score -649464.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -649531.312500 Penalty: 4483.970703
	Iteration 24Q: 3 clusters Score -649531.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -649582.000000 Penalty: 4483.970703
	Iteration 25Q: 3 clusters Score -649582 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -649608.750000 Penalty: 4483.970703
	Iteration 26Q: 3 clusters Score -649608.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -649623.875000 Penalty: 4483.970703
	Iteration 27Q: 3 clusters Score -649623.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -649637.937500 Penalty: 4483.970703
	Iteration 28Q: 3 clusters Score -649637.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -649644.687500 Penalty: 4483.970703
	Iteration 29Q: 3 clusters Score -649644.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -649649.937500 Penalty: 4483.970703
	Iteration 30Q: 3 clusters Score -649649.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -649651.375000 Penalty: 4483.970703
	Iteration 31Q: 3 clusters Score -649651.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -649651.312500 Penalty: 4483.970703
	Iteration 32Q: 3 clusters Score -649651.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -649651.750000 Penalty: 4483.970703
	Iteration 33Q: 3 clusters Score -649651.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -649655.125000 Penalty: 4483.970703
	Iteration 34Q: 3 clusters Score -649655.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -649655.687500 Penalty: 4483.970703
	Iteration 35Q: 3 clusters Score -649655.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -649654.812500 Penalty: 4483.970703
	Iteration 36Q: 3 clusters Score -649654.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -649655.000000 Penalty: 4483.970703
	Iteration 37Q: 3 clusters Score -649655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -649655.187500 Penalty: 4483.970703
	Iteration 38Q: 3 clusters Score -649655.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -649654.750000 Penalty: 4483.970703
	Iteration 39Q: 3 clusters Score -649654.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -649654.875000 Penalty: 4483.970703
	Iteration 40F: 3 clusters Score -649654.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -649656.062500 Penalty: 4483.970703
	Iteration 41Q: 3 clusters Score -649656.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -649656.062500 Penalty: 4483.970703
	Iteration 42F: 3 clusters Score -649656.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Entering Unmasked Estep 
Score: -975900.000000 Penalty: 2322.251953
	Iteration 0F: 2 clusters Score -975900 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -967138.000000 Penalty: 4644.503906
	Iteration 0F: 3 clusters Score -967138 nChanged 4899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -969747.687500 Penalty: 4644.503906
	Iteration 1F: 3 clusters Score -969747.7 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -970015.562500 Penalty: 4644.503906
	Iteration 2F: 3 clusters Score -970015.6 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -970221.312500 Penalty: 4644.503906
	Iteration 3Q: 3 clusters Score -970221.3 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -970382.500000 Penalty: 4644.503906
	Iteration 4Q: 3 clusters Score -970382.5 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -970526.187500 Penalty: 4644.503906
	Iteration 5Q: 3 clusters Score -970526.2 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -970651.500000 Penalty: 4644.503906
	Iteration 6Q: 3 clusters Score -970651.5 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -970778.875000 Penalty: 4644.503906
	Iteration 7Q: 3 clusters Score -970778.9 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -970909.000000 Penalty: 4644.503906
	Iteration 8Q: 3 clusters Score -970909 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -971065.687500 Penalty: 4644.503906
	Iteration 9Q: 3 clusters Score -971065.7 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -971258.500000 Penalty: 4644.503906
	Iteration 10Q: 3 clusters Score -971258.5 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -971483.937500 Penalty: 4644.503906
	Iteration 11Q: 3 clusters Score -971483.9 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -971755.000000 Penalty: 4644.503906
	Iteration 12Q: 3 clusters Score -971755 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -972044.875000 Penalty: 4644.503906
	Iteration 13Q: 3 clusters Score -972044.9 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -972354.437500 Penalty: 4644.503906
	Iteration 14Q: 3 clusters Score -972354.4 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -972677.875000 Penalty: 4644.503906
	Iteration 15Q: 3 clusters Score -972677.9 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -972950.937500 Penalty: 4644.503906
	Iteration 16Q: 3 clusters Score -972950.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -973171.625000 Penalty: 4644.503906
	Iteration 17Q: 3 clusters Score -973171.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -973364.312500 Penalty: 4644.503906
	Iteration 18Q: 3 clusters Score -973364.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -973521.500000 Penalty: 4644.503906
	Iteration 19Q: 3 clusters Score -973521.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -973620.750000 Penalty: 4644.503906
	Iteration 20F: 3 clusters Score -973620.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -973682.875000 Penalty: 4644.503906
	Iteration 21Q: 3 clusters Score -973682.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -973713.000000 Penalty: 4644.503906
	Iteration 22Q: 3 clusters Score -973713 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -973742.187500 Penalty: 4644.503906
	Iteration 23Q: 3 clusters Score -973742.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -973775.062500 Penalty: 4644.503906
	Iteration 24Q: 3 clusters Score -973775.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -973797.750000 Penalty: 4644.503906
	Iteration 25Q: 3 clusters Score -973797.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -973819.187500 Penalty: 4644.503906
	Iteration 26Q: 3 clusters Score -973819.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -973832.687500 Penalty: 4644.503906
	Iteration 27Q: 3 clusters Score -973832.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -973847.125000 Penalty: 4644.503906
	Iteration 28Q: 3 clusters Score -973847.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -973855.062500 Penalty: 4644.503906
	Iteration 29Q: 3 clusters Score -973855.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -973865.312500 Penalty: 4644.503906
	Iteration 30Q: 3 clusters Score -973865.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -973874.687500 Penalty: 4644.503906
	Iteration 31Q: 3 clusters Score -973874.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -973881.375000 Penalty: 4644.503906
	Iteration 32Q: 3 clusters Score -973881.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -973889.562500 Penalty: 4644.503906
	Iteration 33Q: 3 clusters Score -973889.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -973895.187500 Penalty: 4644.503906
	Iteration 34Q: 3 clusters Score -973895.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -973896.500000 Penalty: 4644.503906
	Iteration 35Q: 3 clusters Score -973896.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -973898.000000 Penalty: 4644.503906
	Iteration 36Q: 3 clusters Score -973898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -973902.750000 Penalty: 4644.503906
	Iteration 37Q: 3 clusters Score -973902.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -973911.250000 Penalty: 4644.503906
	Iteration 38Q: 3 clusters Score -973911.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -973918.000000 Penalty: 4644.503906
	Iteration 39Q: 3 clusters Score -973918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -973922.625000 Penalty: 4644.503906
	Iteration 40F: 3 clusters Score -973922.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -973923.937500 Penalty: 4644.503906
	Iteration 41Q: 3 clusters Score -973923.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -973930.062500 Penalty: 4644.503906
	Iteration 42Q: 3 clusters Score -973930.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -973939.250000 Penalty: 4644.503906
	Iteration 43Q: 3 clusters Score -973939.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -973942.375000 Penalty: 4644.503906
	Iteration 44Q: 3 clusters Score -973942.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -973944.562500 Penalty: 4644.503906
	Iteration 45Q: 3 clusters Score -973944.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -973946.125000 Penalty: 4644.503906
	Iteration 46Q: 3 clusters Score -973946.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -973946.937500 Penalty: 4644.503906
	Iteration 47Q: 3 clusters Score -973946.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -973947.937500 Penalty: 4644.503906
	Iteration 48Q: 3 clusters Score -973947.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -973951.000000 Penalty: 4644.503906
	Iteration 49Q: 3 clusters Score -973951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -973950.250000 Penalty: 4644.503906
	Iteration 50Q: 3 clusters Score -973950.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -973950.250000 Penalty: 4644.503906
	Iteration 51F: 3 clusters Score -973950.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Entering Unmasked Estep 
Score: -833770.750000 Penalty: 2302.906006
	Iteration 0F: 2 clusters Score -833770.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -825601.125000 Penalty: 4605.812012
	Iteration 0F: 3 clusters Score -825601.1 nChanged 4502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -828044.000000 Penalty: 4605.812012
	Iteration 1F: 3 clusters Score -828044 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -828345.375000 Penalty: 4605.812012
	Iteration 2F: 3 clusters Score -828345.4 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -828557.062500 Penalty: 4605.812012
	Iteration 3Q: 3 clusters Score -828557.1 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -828725.750000 Penalty: 4605.812012
	Iteration 4Q: 3 clusters Score -828725.8 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -828861.375000 Penalty: 4605.812012
	Iteration 5Q: 3 clusters Score -828861.4 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -828999.500000 Penalty: 4605.812012
	Iteration 6Q: 3 clusters Score -828999.5 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -829125.937500 Penalty: 4605.812012
	Iteration 7Q: 3 clusters Score -829125.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -829255.187500 Penalty: 4605.812012
	Iteration 8Q: 3 clusters Score -829255.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -829360.937500 Penalty: 4605.812012
	Iteration 9Q: 3 clusters Score -829360.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -829454.437500 Penalty: 4605.812012
	Iteration 10Q: 3 clusters Score -829454.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -829546.812500 Penalty: 4605.812012
	Iteration 11Q: 3 clusters Score -829546.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -829635.375000 Penalty: 4605.812012
	Iteration 12Q: 3 clusters Score -829635.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -829717.937500 Penalty: 4605.812012
	Iteration 13Q: 3 clusters Score -829717.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -829798.062500 Penalty: 4605.812012
	Iteration 14Q: 3 clusters Score -829798.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -829877.125000 Penalty: 4605.812012
	Iteration 15Q: 3 clusters Score -829877.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -829964.875000 Penalty: 4605.812012
	Iteration 16Q: 3 clusters Score -829964.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -830050.937500 Penalty: 4605.812012
	Iteration 17Q: 3 clusters Score -830050.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -830127.187500 Penalty: 4605.812012
	Iteration 18Q: 3 clusters Score -830127.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -830197.375000 Penalty: 4605.812012
	Iteration 19Q: 3 clusters Score -830197.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -830258.250000 Penalty: 4605.812012
	Iteration 20F: 3 clusters Score -830258.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -830297.000000 Penalty: 4605.812012
	Iteration 21Q: 3 clusters Score -830297 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -830328.000000 Penalty: 4605.812012
	Iteration 22Q: 3 clusters Score -830328 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -830353.375000 Penalty: 4605.812012
	Iteration 23Q: 3 clusters Score -830353.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -830372.687500 Penalty: 4605.812012
	Iteration 24Q: 3 clusters Score -830372.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -830396.750000 Penalty: 4605.812012
	Iteration 25Q: 3 clusters Score -830396.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -830416.062500 Penalty: 4605.812012
	Iteration 26Q: 3 clusters Score -830416.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -830425.687500 Penalty: 4605.812012
	Iteration 27Q: 3 clusters Score -830425.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -830437.062500 Penalty: 4605.812012
	Iteration 28Q: 3 clusters Score -830437.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -830446.000000 Penalty: 4605.812012
	Iteration 29Q: 3 clusters Score -830446 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -830453.062500 Penalty: 4605.812012
	Iteration 30Q: 3 clusters Score -830453.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -830461.937500 Penalty: 4605.812012
	Iteration 31Q: 3 clusters Score -830461.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -830472.062500 Penalty: 4605.812012
	Iteration 32Q: 3 clusters Score -830472.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -830478.250000 Penalty: 4605.812012
	Iteration 33Q: 3 clusters Score -830478.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -830483.687500 Penalty: 4605.812012
	Iteration 34Q: 3 clusters Score -830483.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -830488.250000 Penalty: 4605.812012
	Iteration 35Q: 3 clusters Score -830488.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -830493.625000 Penalty: 4605.812012
	Iteration 36Q: 3 clusters Score -830493.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -830496.625000 Penalty: 4605.812012
	Iteration 37Q: 3 clusters Score -830496.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -830502.187500 Penalty: 4605.812012
	Iteration 38Q: 3 clusters Score -830502.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -830506.750000 Penalty: 4605.812012
	Iteration 39Q: 3 clusters Score -830506.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -830512.187500 Penalty: 4605.812012
	Iteration 40F: 3 clusters Score -830512.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -830516.250000 Penalty: 4605.812012
	Iteration 41Q: 3 clusters Score -830516.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -830522.812500 Penalty: 4605.812012
	Iteration 42Q: 3 clusters Score -830522.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -830533.437500 Penalty: 4605.812012
	Iteration 43Q: 3 clusters Score -830533.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -830541.500000 Penalty: 4605.812012
	Iteration 44Q: 3 clusters Score -830541.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -830547.187500 Penalty: 4605.812012
	Iteration 45Q: 3 clusters Score -830547.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -830562.375000 Penalty: 4605.812012
	Iteration 46Q: 3 clusters Score -830562.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -830568.500000 Penalty: 4605.812012
	Iteration 47Q: 3 clusters Score -830568.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -830577.875000 Penalty: 4605.812012
	Iteration 48Q: 3 clusters Score -830577.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -830586.625000 Penalty: 4605.812012
	Iteration 49Q: 3 clusters Score -830586.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -830607.437500 Penalty: 4605.812012
	Iteration 50Q: 3 clusters Score -830607.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -830628.875000 Penalty: 4605.812012
	Iteration 51Q: 3 clusters Score -830628.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -830646.750000 Penalty: 4605.812012
	Iteration 52Q: 3 clusters Score -830646.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -830673.937500 Penalty: 4605.812012
	Iteration 53Q: 3 clusters Score -830673.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -830701.187500 Penalty: 4605.812012
	Iteration 54Q: 3 clusters Score -830701.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -830733.625000 Penalty: 4605.812012
	Iteration 55Q: 3 clusters Score -830733.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -830761.000000 Penalty: 4605.812012
	Iteration 56Q: 3 clusters Score -830761 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -830796.062500 Penalty: 4605.812012
	Iteration 57Q: 3 clusters Score -830796.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -830828.187500 Penalty: 4605.812012
	Iteration 58Q: 3 clusters Score -830828.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -830853.562500 Penalty: 4605.812012
	Iteration 59Q: 3 clusters Score -830853.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -830883.312500 Penalty: 4605.812012
	Iteration 60F: 3 clusters Score -830883.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -830911.500000 Penalty: 4605.812012
	Iteration 61Q: 3 clusters Score -830911.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -830934.437500 Penalty: 4605.812012
	Iteration 62Q: 3 clusters Score -830934.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -830955.750000 Penalty: 4605.812012
	Iteration 63Q: 3 clusters Score -830955.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -830968.562500 Penalty: 4605.812012
	Iteration 64Q: 3 clusters Score -830968.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -830985.125000 Penalty: 4605.812012
	Iteration 65Q: 3 clusters Score -830985.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -830995.625000 Penalty: 4605.812012
	Iteration 66Q: 3 clusters Score -830995.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -831006.625000 Penalty: 4605.812012
	Iteration 67Q: 3 clusters Score -831006.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -831012.250000 Penalty: 4605.812012
	Iteration 68Q: 3 clusters Score -831012.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -831016.812500 Penalty: 4605.812012
	Iteration 69Q: 3 clusters Score -831016.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -831021.125000 Penalty: 4605.812012
	Iteration 70Q: 3 clusters Score -831021.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -831022.062500 Penalty: 4605.812012
	Iteration 71Q: 3 clusters Score -831022.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -831025.625000 Penalty: 4605.812012
	Iteration 72Q: 3 clusters Score -831025.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -831026.375000 Penalty: 4605.812012
	Iteration 73Q: 3 clusters Score -831026.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -831027.187500 Penalty: 4605.812012
	Iteration 74Q: 3 clusters Score -831027.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -831028.125000 Penalty: 4605.812012
	Iteration 75Q: 3 clusters Score -831028.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -831029.312500 Penalty: 4605.812012
	Iteration 76Q: 3 clusters Score -831029.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -831031.562500 Penalty: 4605.812012
	Iteration 77Q: 3 clusters Score -831031.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -831031.562500 Penalty: 4605.812012
	Iteration 78F: 3 clusters Score -831031.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (34516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34516 members 
Entering Unmasked Estep 
Score: -2711802.750000 Penalty: 2591.396240
	Iteration 0F: 2 clusters Score -2711803 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
Score: -2688403.000000 Penalty: 5182.792480
	Iteration 0F: 3 clusters Score -2688403 nChanged 15575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 18297 members 
Entering Unmasked Estep 
Score: -2696821.250000 Penalty: 5182.792480
	Iteration 1F: 3 clusters Score -2696821 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15608 members 
Mstep: Class 2 contains 18908 members 
Entering Unmasked Estep 
Score: -2697524.750000 Penalty: 5182.792480
	Iteration 2F: 3 clusters Score -2697525 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 19742 members 
Entering Unmasked Estep 
Score: -2698371.500000 Penalty: 5182.792480
	Iteration 3F: 3 clusters Score -2698372 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 20790 members 
Entering Unmasked Estep 
Score: -2699546.000000 Penalty: 5182.792480
	Iteration 4F: 3 clusters Score -2699546 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 22090 members 
Entering Unmasked Estep 
Score: -2701150.500000 Penalty: 5182.792480
	Iteration 5F: 3 clusters Score -2701150 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 23573 members 
Entering Unmasked Estep 
Score: -2703068.000000 Penalty: 5182.792480
	Iteration 6F: 3 clusters Score -2703068 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 25035 members 
Entering Unmasked Estep 
Score: -2705052.500000 Penalty: 5182.792480
	Iteration 7F: 3 clusters Score -2705052 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 26227 members 
Entering Unmasked Estep 
Score: -2706607.000000 Penalty: 5182.792480
	Iteration 8F: 3 clusters Score -2706607 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 27088 members 
Entering Unmasked Estep 
Score: -2707756.250000 Penalty: 5182.792480
	Iteration 9Q: 3 clusters Score -2707756 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 27670 members 
Entering Unmasked Estep 
Score: -2708557.250000 Penalty: 5182.792480
	Iteration 10Q: 3 clusters Score -2708557 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 28086 members 
Entering Unmasked Estep 
Score: -2708979.000000 Penalty: 5182.792480
	Iteration 11Q: 3 clusters Score -2708979 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 28440 members 
Entering Unmasked Estep 
Score: -2709220.500000 Penalty: 5182.792480
	Iteration 12Q: 3 clusters Score -2709220 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 28720 members 
Entering Unmasked Estep 
Score: -2709337.250000 Penalty: 5182.792480
	Iteration 13Q: 3 clusters Score -2709337 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 28934 members 
Entering Unmasked Estep 
Score: -2709392.250000 Penalty: 5182.792480
	Iteration 14Q: 3 clusters Score -2709392 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 29091 members 
Entering Unmasked Estep 
Score: -2709437.500000 Penalty: 5182.792480
	Iteration 15Q: 3 clusters Score -2709438 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 29222 members 
Entering Unmasked Estep 
Score: -2709471.000000 Penalty: 5182.792480
	Iteration 16Q: 3 clusters Score -2709471 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 29361 members 
Entering Unmasked Estep 
Score: -2709488.500000 Penalty: 5182.792480
	Iteration 17Q: 3 clusters Score -2709488 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 29491 members 
Entering Unmasked Estep 
Score: -2709510.500000 Penalty: 5182.792480
	Iteration 18Q: 3 clusters Score -2709510 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 29617 members 
Entering Unmasked Estep 
Score: -2709534.750000 Penalty: 5182.792480
	Iteration 19Q: 3 clusters Score -2709535 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 29752 members 
Entering Unmasked Estep 
Score: -2709578.500000 Penalty: 5182.792480
	Iteration 20F: 3 clusters Score -2709578 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 29868 members 
Entering Unmasked Estep 
Score: -2709613.250000 Penalty: 5182.792480
	Iteration 21Q: 3 clusters Score -2709613 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 29989 members 
Entering Unmasked Estep 
Score: -2709632.750000 Penalty: 5182.792480
	Iteration 22Q: 3 clusters Score -2709633 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 30097 members 
Entering Unmasked Estep 
Score: -2709658.250000 Penalty: 5182.792480
	Iteration 23Q: 3 clusters Score -2709658 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 30193 members 
Entering Unmasked Estep 
Score: -2709667.250000 Penalty: 5182.792480
	Iteration 24Q: 3 clusters Score -2709667 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 30282 members 
Entering Unmasked Estep 
Score: -2709690.500000 Penalty: 5182.792480
	Iteration 25Q: 3 clusters Score -2709690 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 30367 members 
Entering Unmasked Estep 
Score: -2709705.500000 Penalty: 5182.792480
	Iteration 26Q: 3 clusters Score -2709706 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 30424 members 
Entering Unmasked Estep 
Score: -2709710.250000 Penalty: 5182.792480
	Iteration 27Q: 3 clusters Score -2709710 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 30463 members 
Entering Unmasked Estep 
Score: -2709719.750000 Penalty: 5182.792480
	Iteration 28Q: 3 clusters Score -2709720 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 30492 members 
Entering Unmasked Estep 
Score: -2709728.750000 Penalty: 5182.792480
	Iteration 29Q: 3 clusters Score -2709729 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 30523 members 
Entering Unmasked Estep 
Score: -2709735.250000 Penalty: 5182.792480
	Iteration 30Q: 3 clusters Score -2709735 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 30558 members 
Entering Unmasked Estep 
Score: -2709743.750000 Penalty: 5182.792480
	Iteration 31Q: 3 clusters Score -2709744 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 30590 members 
Entering Unmasked Estep 
Score: -2709743.250000 Penalty: 5182.792480
	Iteration 32Q: 3 clusters Score -2709743 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 30613 members 
Entering Unmasked Estep 
Score: -2709747.250000 Penalty: 5182.792480
	Iteration 33Q: 3 clusters Score -2709747 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 30634 members 
Entering Unmasked Estep 
Score: -2709750.500000 Penalty: 5182.792480
	Iteration 34Q: 3 clusters Score -2709750 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 30662 members 
Entering Unmasked Estep 
Score: -2709748.500000 Penalty: 5182.792480
	Iteration 35Q: 3 clusters Score -2709748 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 30679 members 
Entering Unmasked Estep 
Score: -2709748.750000 Penalty: 5182.792480
	Iteration 36Q: 3 clusters Score -2709749 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 30695 members 
Entering Unmasked Estep 
Score: -2709751.250000 Penalty: 5182.792480
	Iteration 37Q: 3 clusters Score -2709751 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 30712 members 
Entering Unmasked Estep 
Score: -2709752.000000 Penalty: 5182.792480
	Iteration 38Q: 3 clusters Score -2709752 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 30730 members 
Entering Unmasked Estep 
Score: -2709755.000000 Penalty: 5182.792480
	Iteration 39Q: 3 clusters Score -2709755 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 30746 members 
Entering Unmasked Estep 
Score: -2709754.500000 Penalty: 5182.792480
	Iteration 40F: 3 clusters Score -2709754 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 30767 members 
Entering Unmasked Estep 
Score: -2709763.250000 Penalty: 5182.792480
	Iteration 41Q: 3 clusters Score -2709763 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 30784 members 
Entering Unmasked Estep 
Score: -2709759.000000 Penalty: 5182.792480
	Iteration 42Q: 3 clusters Score -2709759 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 30810 members 
Entering Unmasked Estep 
Score: -2709766.000000 Penalty: 5182.792480
	Iteration 43Q: 3 clusters Score -2709766 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 30836 members 
Entering Unmasked Estep 
Score: -2709774.000000 Penalty: 5182.792480
	Iteration 44Q: 3 clusters Score -2709774 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 30862 members 
Entering Unmasked Estep 
Score: -2709775.250000 Penalty: 5182.792480
	Iteration 45Q: 3 clusters Score -2709775 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 30894 members 
Entering Unmasked Estep 
Score: -2709783.250000 Penalty: 5182.792480
	Iteration 46Q: 3 clusters Score -2709783 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 30928 members 
Entering Unmasked Estep 
Score: -2709784.250000 Penalty: 5182.792480
	Iteration 47Q: 3 clusters Score -2709784 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 30964 members 
Entering Unmasked Estep 
Score: -2709798.500000 Penalty: 5182.792480
	Iteration 48Q: 3 clusters Score -2709798 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 31013 members 
Entering Unmasked Estep 
Score: -2709808.500000 Penalty: 5182.792480
	Iteration 49Q: 3 clusters Score -2709808 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 31051 members 
Entering Unmasked Estep 
Score: -2709809.500000 Penalty: 5182.792480
	Iteration 50Q: 3 clusters Score -2709810 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 31086 members 
Entering Unmasked Estep 
Score: -2709821.500000 Penalty: 5182.792480
	Iteration 51Q: 3 clusters Score -2709822 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 31119 members 
Entering Unmasked Estep 
Score: -2709821.500000 Penalty: 5182.792480
	Iteration 52Q: 3 clusters Score -2709822 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 31155 members 
Entering Unmasked Estep 
Score: -2709845.000000 Penalty: 5182.792480
	Iteration 53Q: 3 clusters Score -2709845 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 31204 members 
Entering Unmasked Estep 
Score: -2709851.500000 Penalty: 5182.792480
	Iteration 54Q: 3 clusters Score -2709852 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 31253 members 
Entering Unmasked Estep 
Score: -2709856.250000 Penalty: 5182.792480
	Iteration 55Q: 3 clusters Score -2709856 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 31295 members 
Entering Unmasked Estep 
Score: -2709872.750000 Penalty: 5182.792480
	Iteration 56Q: 3 clusters Score -2709873 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 31341 members 
Entering Unmasked Estep 
Score: -2709884.250000 Penalty: 5182.792480
	Iteration 57Q: 3 clusters Score -2709884 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 31400 members 
Entering Unmasked Estep 
Score: -2709897.000000 Penalty: 5182.792480
	Iteration 58Q: 3 clusters Score -2709897 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 31464 members 
Entering Unmasked Estep 
Score: -2709928.750000 Penalty: 5182.792480
	Iteration 59Q: 3 clusters Score -2709929 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 31525 members 
Entering Unmasked Estep 
Score: -2709952.500000 Penalty: 5182.792480
	Iteration 60F: 3 clusters Score -2709952 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 31591 members 
Entering Unmasked Estep 
Score: -2709973.000000 Penalty: 5182.792480
	Iteration 61Q: 3 clusters Score -2709973 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 31666 members 
Entering Unmasked Estep 
Score: -2710000.500000 Penalty: 5182.792480
	Iteration 62Q: 3 clusters Score -2710000 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 31722 members 
Entering Unmasked Estep 
Score: -2710023.750000 Penalty: 5182.792480
	Iteration 63Q: 3 clusters Score -2710024 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 31780 members 
Entering Unmasked Estep 
Score: -2710043.250000 Penalty: 5182.792480
	Iteration 64Q: 3 clusters Score -2710043 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 31842 members 
Entering Unmasked Estep 
Score: -2710054.750000 Penalty: 5182.792480
	Iteration 65Q: 3 clusters Score -2710055 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 31906 members 
Entering Unmasked Estep 
Score: -2710083.500000 Penalty: 5182.792480
	Iteration 66Q: 3 clusters Score -2710084 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 31968 members 
Entering Unmasked Estep 
Score: -2710102.000000 Penalty: 5182.792480
	Iteration 67Q: 3 clusters Score -2710102 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 32014 members 
Entering Unmasked Estep 
Score: -2710129.250000 Penalty: 5182.792480
	Iteration 68Q: 3 clusters Score -2710129 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 32065 members 
Entering Unmasked Estep 
Score: -2710148.250000 Penalty: 5182.792480
	Iteration 69Q: 3 clusters Score -2710148 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 32114 members 
Entering Unmasked Estep 
Score: -2710163.500000 Penalty: 5182.792480
	Iteration 70Q: 3 clusters Score -2710164 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 32171 members 
Entering Unmasked Estep 
Score: -2710186.500000 Penalty: 5182.792480
	Iteration 71Q: 3 clusters Score -2710186 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 32228 members 
Entering Unmasked Estep 
Score: -2710224.000000 Penalty: 5182.792480
	Iteration 72Q: 3 clusters Score -2710224 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 32298 members 
Entering Unmasked Estep 
Score: -2710255.500000 Penalty: 5182.792480
	Iteration 73Q: 3 clusters Score -2710256 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 32363 members 
Entering Unmasked Estep 
Score: -2710281.000000 Penalty: 5182.792480
	Iteration 74Q: 3 clusters Score -2710281 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 32404 members 
Entering Unmasked Estep 
Score: -2710295.250000 Penalty: 5182.792480
	Iteration 75Q: 3 clusters Score -2710295 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 32431 members 
Entering Unmasked Estep 
Score: -2710316.250000 Penalty: 5182.792480
	Iteration 76Q: 3 clusters Score -2710316 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 32463 members 
Entering Unmasked Estep 
Score: -2710327.000000 Penalty: 5182.792480
	Iteration 77Q: 3 clusters Score -2710327 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 32509 members 
Entering Unmasked Estep 
Score: -2710340.250000 Penalty: 5182.792480
	Iteration 78Q: 3 clusters Score -2710340 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 32552 members 
Entering Unmasked Estep 
Score: -2710359.750000 Penalty: 5182.792480
	Iteration 79Q: 3 clusters Score -2710360 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 32589 members 
Entering Unmasked Estep 
Score: -2710387.500000 Penalty: 5182.792480
	Iteration 80F: 3 clusters Score -2710388 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 32637 members 
Entering Unmasked Estep 
Score: -2710422.250000 Penalty: 5182.792480
	Iteration 81Q: 3 clusters Score -2710422 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 32673 members 
Entering Unmasked Estep 
Score: -2710443.000000 Penalty: 5182.792480
	Iteration 82Q: 3 clusters Score -2710443 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 32715 members 
Entering Unmasked Estep 
Score: -2710466.500000 Penalty: 5182.792480
	Iteration 83Q: 3 clusters Score -2710466 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 32752 members 
Entering Unmasked Estep 
Score: -2710473.000000 Penalty: 5182.792480
	Iteration 84Q: 3 clusters Score -2710473 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 32786 members 
Entering Unmasked Estep 
Score: -2710482.250000 Penalty: 5182.792480
	Iteration 85Q: 3 clusters Score -2710482 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 32815 members 
Entering Unmasked Estep 
Score: -2710497.000000 Penalty: 5182.792480
	Iteration 86Q: 3 clusters Score -2710497 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 32838 members 
Entering Unmasked Estep 
Score: -2710511.500000 Penalty: 5182.792480
	Iteration 87Q: 3 clusters Score -2710512 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 32861 members 
Entering Unmasked Estep 
Score: -2710523.250000 Penalty: 5182.792480
	Iteration 88Q: 3 clusters Score -2710523 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 32882 members 
Entering Unmasked Estep 
Score: -2710524.750000 Penalty: 5182.792480
	Iteration 89Q: 3 clusters Score -2710525 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 32903 members 
Entering Unmasked Estep 
Score: -2710533.500000 Penalty: 5182.792480
	Iteration 90Q: 3 clusters Score -2710534 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 32910 members 
Entering Unmasked Estep 
Score: -2710542.000000 Penalty: 5182.792480
	Iteration 91Q: 3 clusters Score -2710542 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 32915 members 
Entering Unmasked Estep 
Score: -2710541.250000 Penalty: 5182.792480
	Iteration 92Q: 3 clusters Score -2710541 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 32919 members 
Entering Unmasked Estep 
Score: -2710539.750000 Penalty: 5182.792480
	Iteration 93Q: 3 clusters Score -2710540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 32925 members 
Entering Unmasked Estep 
Score: -2710540.500000 Penalty: 5182.792480
	Iteration 94Q: 3 clusters Score -2710540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 32932 members 
Entering Unmasked Estep 
Score: -2710543.500000 Penalty: 5182.792480
	Iteration 95Q: 3 clusters Score -2710544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 32932 members 
Entering Unmasked Estep 
Score: -2710542.500000 Penalty: 5182.792480
	Iteration 96Q: 3 clusters Score -2710542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 32933 members 
Entering Unmasked Estep 
Score: -2710541.250000 Penalty: 5182.792480
	Iteration 97Q: 3 clusters Score -2710541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 32935 members 
Entering Unmasked Estep 
Score: -2710541.500000 Penalty: 5182.792480
	Iteration 98Q: 3 clusters Score -2710542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 32935 members 
Entering Unmasked Estep 
Score: -2710541.500000 Penalty: 5182.792480
	Iteration 99F: 3 clusters Score -2710542 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (77685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77685 members 
Entering Unmasked Estep 
Score: -6310901.000000 Penalty: 2792.583740
	Iteration 0F: 2 clusters Score -6310901 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38682 members 
Mstep: Class 2 contains 39003 members 
Entering Unmasked Estep 
Score: -6258907.500000 Penalty: 5585.167480
	Iteration 0F: 3 clusters Score -6258908 nChanged 36448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37168 members 
Mstep: Class 2 contains 40517 members 
Entering Unmasked Estep 
Score: -6279642.000000 Penalty: 5585.167480
	Iteration 1F: 3 clusters Score -6279642 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36166 members 
Mstep: Class 2 contains 41519 members 
Entering Unmasked Estep 
Score: -6280449.500000 Penalty: 5585.167480
	Iteration 2Q: 3 clusters Score -6280450 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34715 members 
Mstep: Class 2 contains 42970 members 
Entering Unmasked Estep 
Score: -6281200.500000 Penalty: 5585.167480
	Iteration 3Q: 3 clusters Score -6281200 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32590 members 
Mstep: Class 2 contains 45095 members 
Entering Unmasked Estep 
Score: -6282210.000000 Penalty: 5585.167480
	Iteration 4Q: 3 clusters Score -6282210 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29665 members 
Mstep: Class 2 contains 48020 members 
Entering Unmasked Estep 
Score: -6283656.500000 Penalty: 5585.167480
	Iteration 5Q: 3 clusters Score -6283656 nChanged 4112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25697 members 
Mstep: Class 2 contains 51988 members 
Entering Unmasked Estep 
Score: -6285839.500000 Penalty: 5585.167480
	Iteration 6F: 3 clusters Score -6285840 nChanged 5416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20335 members 
Mstep: Class 2 contains 57350 members 
Entering Unmasked Estep 
Score: -6289579.000000 Penalty: 5585.167480
	Iteration 7F: 3 clusters Score -6289579 nChanged 6397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 63741 members 
Entering Unmasked Estep 
Score: -6295131.500000 Penalty: 5585.167480
	Iteration 8F: 3 clusters Score -6295132 nChanged 6188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 69915 members 
Entering Unmasked Estep 
Score: -6300984.500000 Penalty: 5585.167480
	Iteration 9F: 3 clusters Score -6300984 nChanged 4400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 74309 members 
Entering Unmasked Estep 
Score: -6305332.000000 Penalty: 5585.167480
	Iteration 10F: 3 clusters Score -6305332 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 76468 members 
Entering Unmasked Estep 
Score: -6307360.500000 Penalty: 5585.167480
	Iteration 11Q: 3 clusters Score -6307360 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 77143 members 
Entering Unmasked Estep 
Score: -6308012.500000 Penalty: 5585.167480
	Iteration 12Q: 3 clusters Score -6308012 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 77334 members 
Entering Unmasked Estep 
Score: -6308238.500000 Penalty: 5585.167480
	Iteration 13Q: 3 clusters Score -6308238 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 77393 members 
Entering Unmasked Estep 
Score: -6308322.500000 Penalty: 5585.167480
	Iteration 14Q: 3 clusters Score -6308322 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 77419 members 
Entering Unmasked Estep 
Score: -6308371.500000 Penalty: 5585.167480
	Iteration 15Q: 3 clusters Score -6308372 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 77433 members 
Entering Unmasked Estep 
Score: -6308389.500000 Penalty: 5585.167480
	Iteration 16Q: 3 clusters Score -6308390 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 77441 members 
Entering Unmasked Estep 
Score: -6308409.000000 Penalty: 5585.167480
	Iteration 17Q: 3 clusters Score -6308409 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 77445 members 
Entering Unmasked Estep 
Score: -6308421.500000 Penalty: 5585.167480
	Iteration 18Q: 3 clusters Score -6308422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 77447 members 
Entering Unmasked Estep 
Score: -6308423.500000 Penalty: 5585.167480
	Iteration 19Q: 3 clusters Score -6308424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 77448 members 
Entering Unmasked Estep 
Score: -6308426.000000 Penalty: 5585.167480
	Iteration 20F: 3 clusters Score -6308426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 77448 members 
Entering Unmasked Estep 
Score: -6308431.000000 Penalty: 5585.167480
	Iteration 21Q: 3 clusters Score -6308431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 77448 members 
Entering Unmasked Estep 
Score: -6308430.500000 Penalty: 5585.167480
	Iteration 22Q: 3 clusters Score -6308430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 77449 members 
Entering Unmasked Estep 
Score: -6308431.500000 Penalty: 5585.167480
	Iteration 23Q: 3 clusters Score -6308432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 77451 members 
Entering Unmasked Estep 
Score: -6308431.000000 Penalty: 5585.167480
	Iteration 24Q: 3 clusters Score -6308431 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 77451 members 
Entering Unmasked Estep 
Score: -6308431.000000 Penalty: 5585.167480
	Iteration 25F: 3 clusters Score -6308431 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Entering Unmasked Estep 
Score: -943576.687500 Penalty: 2320.480225
	Iteration 0F: 2 clusters Score -943576.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -934841.562500 Penalty: 4640.960449
	Iteration 0F: 3 clusters Score -934841.6 nChanged 4889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -937540.625000 Penalty: 4640.960449
	Iteration 1F: 3 clusters Score -937540.6 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -937860.500000 Penalty: 4640.960449
	Iteration 2F: 3 clusters Score -937860.5 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -938135.000000 Penalty: 4640.960449
	Iteration 3F: 3 clusters Score -938135 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -938360.687500 Penalty: 4640.960449
	Iteration 4Q: 3 clusters Score -938360.7 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -938559.062500 Penalty: 4640.960449
	Iteration 5Q: 3 clusters Score -938559.1 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -938757.562500 Penalty: 4640.960449
	Iteration 6Q: 3 clusters Score -938757.6 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -938967.375000 Penalty: 4640.960449
	Iteration 7Q: 3 clusters Score -938967.4 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -939207.562500 Penalty: 4640.960449
	Iteration 8Q: 3 clusters Score -939207.6 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -939465.187500 Penalty: 4640.960449
	Iteration 9Q: 3 clusters Score -939465.2 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -939732.937500 Penalty: 4640.960449
	Iteration 10Q: 3 clusters Score -939732.9 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -940014.687500 Penalty: 4640.960449
	Iteration 11Q: 3 clusters Score -940014.7 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -940320.937500 Penalty: 4640.960449
	Iteration 12Q: 3 clusters Score -940320.9 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -940639.687500 Penalty: 4640.960449
	Iteration 13Q: 3 clusters Score -940639.7 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -940926.062500 Penalty: 4640.960449
	Iteration 14Q: 3 clusters Score -940926.1 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -941184.187500 Penalty: 4640.960449
	Iteration 15Q: 3 clusters Score -941184.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -941378.750000 Penalty: 4640.960449
	Iteration 16Q: 3 clusters Score -941378.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -941515.937500 Penalty: 4640.960449
	Iteration 17Q: 3 clusters Score -941515.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -941599.375000 Penalty: 4640.960449
	Iteration 18Q: 3 clusters Score -941599.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -941655.125000 Penalty: 4640.960449
	Iteration 19Q: 3 clusters Score -941655.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -941690.812500 Penalty: 4640.960449
	Iteration 20F: 3 clusters Score -941690.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -941716.437500 Penalty: 4640.960449
	Iteration 21Q: 3 clusters Score -941716.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -941740.187500 Penalty: 4640.960449
	Iteration 22Q: 3 clusters Score -941740.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -941759.187500 Penalty: 4640.960449
	Iteration 23Q: 3 clusters Score -941759.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -941770.062500 Penalty: 4640.960449
	Iteration 24Q: 3 clusters Score -941770.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -941782.250000 Penalty: 4640.960449
	Iteration 25Q: 3 clusters Score -941782.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -941790.625000 Penalty: 4640.960449
	Iteration 26Q: 3 clusters Score -941790.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -941800.687500 Penalty: 4640.960449
	Iteration 27Q: 3 clusters Score -941800.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -941802.875000 Penalty: 4640.960449
	Iteration 28Q: 3 clusters Score -941802.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -941809.375000 Penalty: 4640.960449
	Iteration 29Q: 3 clusters Score -941809.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -941811.375000 Penalty: 4640.960449
	Iteration 30Q: 3 clusters Score -941811.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -941811.937500 Penalty: 4640.960449
	Iteration 31Q: 3 clusters Score -941811.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -941811.625000 Penalty: 4640.960449
	Iteration 32Q: 3 clusters Score -941811.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -941811.625000 Penalty: 4640.960449
	Iteration 33F: 3 clusters Score -941811.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Entering Unmasked Estep 
Score: -147042.171875 Penalty: 1916.647217
	Iteration 0F: 2 clusters Score -147042.2 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 1105 members 
Entering Unmasked Estep 
Score: -144287.109375 Penalty: 3833.294434
	Iteration 0F: 3 clusters Score -144287.1 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -145011.375000 Penalty: 3833.294434
	Iteration 1F: 3 clusters Score -145011.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -145400.781250 Penalty: 3833.294434
	Iteration 2F: 3 clusters Score -145400.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -145723.500000 Penalty: 3833.294434
	Iteration 3F: 3 clusters Score -145723.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -145930.156250 Penalty: 3833.294434
	Iteration 4F: 3 clusters Score -145930.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -146057.531250 Penalty: 3833.294434
	Iteration 5Q: 3 clusters Score -146057.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -146128.156250 Penalty: 3833.294434
	Iteration 6Q: 3 clusters Score -146128.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -146164.296875 Penalty: 3833.294434
	Iteration 7Q: 3 clusters Score -146164.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -146185.093750 Penalty: 3833.294434
	Iteration 8Q: 3 clusters Score -146185.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -146201.500000 Penalty: 3833.294434
	Iteration 9Q: 3 clusters Score -146201.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -146211.921875 Penalty: 3833.294434
	Iteration 10Q: 3 clusters Score -146211.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -146218.078125 Penalty: 3833.294434
	Iteration 11Q: 3 clusters Score -146218.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -146225.843750 Penalty: 3833.294434
	Iteration 12Q: 3 clusters Score -146225.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -146232.250000 Penalty: 3833.294434
	Iteration 13Q: 3 clusters Score -146232.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -146235.875000 Penalty: 3833.294434
	Iteration 14Q: 3 clusters Score -146235.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -146236.906250 Penalty: 3833.294434
	Iteration 15Q: 3 clusters Score -146236.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -146238.359375 Penalty: 3833.294434
	Iteration 16Q: 3 clusters Score -146238.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -146239.578125 Penalty: 3833.294434
	Iteration 17Q: 3 clusters Score -146239.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -146240.296875 Penalty: 3833.294434
	Iteration 18Q: 3 clusters Score -146240.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -146240.890625 Penalty: 3833.294434
	Iteration 19Q: 3 clusters Score -146240.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -146240.890625 Penalty: 3833.294434
	Iteration 20F: 3 clusters Score -146240.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (70492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70492 members 
Entering Unmasked Estep 
Score: -5540657.500000 Penalty: 2768.487061
	Iteration 0F: 2 clusters Score -5540658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35114 members 
Mstep: Class 2 contains 35378 members 
Entering Unmasked Estep 
Score: -5493175.000000 Penalty: 5536.974121
	Iteration 0F: 3 clusters Score -5493175 nChanged 33163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33969 members 
Mstep: Class 2 contains 36523 members 
Entering Unmasked Estep 
Score: -5512056.500000 Penalty: 5536.974121
	Iteration 1F: 3 clusters Score -5512056 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33256 members 
Mstep: Class 2 contains 37236 members 
Entering Unmasked Estep 
Score: -5512848.000000 Penalty: 5536.974121
	Iteration 2Q: 3 clusters Score -5512848 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32175 members 
Mstep: Class 2 contains 38317 members 
Entering Unmasked Estep 
Score: -5513700.000000 Penalty: 5536.974121
	Iteration 3Q: 3 clusters Score -5513700 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30693 members 
Mstep: Class 2 contains 39799 members 
Entering Unmasked Estep 
Score: -5514655.500000 Penalty: 5536.974121
	Iteration 4Q: 3 clusters Score -5514656 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28556 members 
Mstep: Class 2 contains 41936 members 
Entering Unmasked Estep 
Score: -5515893.500000 Penalty: 5536.974121
	Iteration 5Q: 3 clusters Score -5515894 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25588 members 
Mstep: Class 2 contains 44904 members 
Entering Unmasked Estep 
Score: -5517715.500000 Penalty: 5536.974121
	Iteration 6F: 3 clusters Score -5517716 nChanged 4269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21713 members 
Mstep: Class 2 contains 48779 members 
Entering Unmasked Estep 
Score: -5520491.500000 Penalty: 5536.974121
	Iteration 7F: 3 clusters Score -5520492 nChanged 4834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17099 members 
Mstep: Class 2 contains 53393 members 
Entering Unmasked Estep 
Score: -5524094.000000 Penalty: 5536.974121
	Iteration 8F: 3 clusters Score -5524094 nChanged 5009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 58276 members 
Entering Unmasked Estep 
Score: -5528353.500000 Penalty: 5536.974121
	Iteration 9F: 3 clusters Score -5528354 nChanged 4242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 62474 members 
Entering Unmasked Estep 
Score: -5532207.500000 Penalty: 5536.974121
	Iteration 10F: 3 clusters Score -5532208 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 65192 members 
Entering Unmasked Estep 
Score: -5534699.500000 Penalty: 5536.974121
	Iteration 11Q: 3 clusters Score -5534700 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 66866 members 
Entering Unmasked Estep 
Score: -5536126.000000 Penalty: 5536.974121
	Iteration 12Q: 3 clusters Score -5536126 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 67907 members 
Entering Unmasked Estep 
Score: -5536951.500000 Penalty: 5536.974121
	Iteration 13Q: 3 clusters Score -5536952 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 68522 members 
Entering Unmasked Estep 
Score: -5537403.000000 Penalty: 5536.974121
	Iteration 14Q: 3 clusters Score -5537403 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 68889 members 
Entering Unmasked Estep 
Score: -5537661.000000 Penalty: 5536.974121
	Iteration 15Q: 3 clusters Score -5537661 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 69139 members 
Entering Unmasked Estep 
Score: -5537811.500000 Penalty: 5536.974121
	Iteration 16Q: 3 clusters Score -5537812 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 69316 members 
Entering Unmasked Estep 
Score: -5537913.000000 Penalty: 5536.974121
	Iteration 17Q: 3 clusters Score -5537913 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 69431 members 
Entering Unmasked Estep 
Score: -5538001.500000 Penalty: 5536.974121
	Iteration 18Q: 3 clusters Score -5538002 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 69509 members 
Entering Unmasked Estep 
Score: -5538050.000000 Penalty: 5536.974121
	Iteration 19Q: 3 clusters Score -5538050 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 69566 members 
Entering Unmasked Estep 
Score: -5538076.000000 Penalty: 5536.974121
	Iteration 20F: 3 clusters Score -5538076 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 69609 members 
Entering Unmasked Estep 
Score: -5538110.000000 Penalty: 5536.974121
	Iteration 21Q: 3 clusters Score -5538110 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 69641 members 
Entering Unmasked Estep 
Score: -5538127.500000 Penalty: 5536.974121
	Iteration 22Q: 3 clusters Score -5538128 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 69674 members 
Entering Unmasked Estep 
Score: -5538143.000000 Penalty: 5536.974121
	Iteration 23Q: 3 clusters Score -5538143 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 69706 members 
Entering Unmasked Estep 
Score: -5538172.500000 Penalty: 5536.974121
	Iteration 24Q: 3 clusters Score -5538172 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 69732 members 
Entering Unmasked Estep 
Score: -5538190.000000 Penalty: 5536.974121
	Iteration 25Q: 3 clusters Score -5538190 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 69761 members 
Entering Unmasked Estep 
Score: -5538205.500000 Penalty: 5536.974121
	Iteration 26Q: 3 clusters Score -5538206 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 69778 members 
Entering Unmasked Estep 
Score: -5538210.000000 Penalty: 5536.974121
	Iteration 27Q: 3 clusters Score -5538210 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 69784 members 
Entering Unmasked Estep 
Score: -5538220.000000 Penalty: 5536.974121
	Iteration 28Q: 3 clusters Score -5538220 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 69788 members 
Entering Unmasked Estep 
Score: -5538221.000000 Penalty: 5536.974121
	Iteration 29Q: 3 clusters Score -5538221 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 69798 members 
Entering Unmasked Estep 
Score: -5538225.500000 Penalty: 5536.974121
	Iteration 30Q: 3 clusters Score -5538226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 69803 members 
Entering Unmasked Estep 
Score: -5538237.500000 Penalty: 5536.974121
	Iteration 31Q: 3 clusters Score -5538238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 69808 members 
Entering Unmasked Estep 
Score: -5538234.000000 Penalty: 5536.974121
	Iteration 32Q: 3 clusters Score -5538234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 69812 members 
Entering Unmasked Estep 
Score: -5538240.500000 Penalty: 5536.974121
	Iteration 33Q: 3 clusters Score -5538240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 69813 members 
Entering Unmasked Estep 
Score: -5538245.500000 Penalty: 5536.974121
	Iteration 34Q: 3 clusters Score -5538246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 69816 members 
Entering Unmasked Estep 
Score: -5538241.000000 Penalty: 5536.974121
	Iteration 35Q: 3 clusters Score -5538241 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 69820 members 
Entering Unmasked Estep 
Score: -5538241.000000 Penalty: 5536.974121
	Iteration 36Q: 3 clusters Score -5538241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 69821 members 
Entering Unmasked Estep 
Score: -5538242.500000 Penalty: 5536.974121
	Iteration 37Q: 3 clusters Score -5538242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 69821 members 
Entering Unmasked Estep 
Score: -5538242.500000 Penalty: 5536.974121
	Iteration 38F: 3 clusters Score -5538242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (17312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17312 members 
Entering Unmasked Estep 
Score: -1373502.125000 Penalty: 2420.270508
	Iteration 0F: 2 clusters Score -1373502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1361155.625000 Penalty: 4840.541016
	Iteration 0F: 3 clusters Score -1361156 nChanged 7516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -1365387.375000 Penalty: 4840.541016
	Iteration 1F: 3 clusters Score -1365387 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -1365991.500000 Penalty: 4840.541016
	Iteration 2F: 3 clusters Score -1365992 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -1366587.625000 Penalty: 4840.541016
	Iteration 3F: 3 clusters Score -1366588 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -1367285.125000 Penalty: 4840.541016
	Iteration 4F: 3 clusters Score -1367285 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -1368107.625000 Penalty: 4840.541016
	Iteration 5F: 3 clusters Score -1368108 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -1368946.250000 Penalty: 4840.541016
	Iteration 6F: 3 clusters Score -1368946 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -1369619.125000 Penalty: 4840.541016
	Iteration 7F: 3 clusters Score -1369619 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -1370090.750000 Penalty: 4840.541016
	Iteration 8Q: 3 clusters Score -1370091 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -1370364.625000 Penalty: 4840.541016
	Iteration 9Q: 3 clusters Score -1370365 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -1370543.625000 Penalty: 4840.541016
	Iteration 10Q: 3 clusters Score -1370544 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -1370663.500000 Penalty: 4840.541016
	Iteration 11Q: 3 clusters Score -1370664 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -1370767.500000 Penalty: 4840.541016
	Iteration 12Q: 3 clusters Score -1370768 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -1370881.750000 Penalty: 4840.541016
	Iteration 13Q: 3 clusters Score -1370882 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -1371016.500000 Penalty: 4840.541016
	Iteration 14Q: 3 clusters Score -1371016 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -1371154.375000 Penalty: 4840.541016
	Iteration 15Q: 3 clusters Score -1371154 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -1371267.875000 Penalty: 4840.541016
	Iteration 16Q: 3 clusters Score -1371268 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -1371373.375000 Penalty: 4840.541016
	Iteration 17Q: 3 clusters Score -1371373 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -1371467.750000 Penalty: 4840.541016
	Iteration 18Q: 3 clusters Score -1371468 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -1371579.750000 Penalty: 4840.541016
	Iteration 19Q: 3 clusters Score -1371580 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -1371677.500000 Penalty: 4840.541016
	Iteration 20F: 3 clusters Score -1371678 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -1371790.375000 Penalty: 4840.541016
	Iteration 21Q: 3 clusters Score -1371790 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1371912.125000 Penalty: 4840.541016
	Iteration 22Q: 3 clusters Score -1371912 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1372044.375000 Penalty: 4840.541016
	Iteration 23Q: 3 clusters Score -1372044 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -1372173.000000 Penalty: 4840.541016
	Iteration 24Q: 3 clusters Score -1372173 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1372285.250000 Penalty: 4840.541016
	Iteration 25Q: 3 clusters Score -1372285 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1372389.500000 Penalty: 4840.541016
	Iteration 26Q: 3 clusters Score -1372390 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1372480.125000 Penalty: 4840.541016
	Iteration 27Q: 3 clusters Score -1372480 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1372546.125000 Penalty: 4840.541016
	Iteration 28Q: 3 clusters Score -1372546 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1372597.625000 Penalty: 4840.541016
	Iteration 29Q: 3 clusters Score -1372598 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1372639.125000 Penalty: 4840.541016
	Iteration 30Q: 3 clusters Score -1372639 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1372670.125000 Penalty: 4840.541016
	Iteration 31Q: 3 clusters Score -1372670 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1372699.750000 Penalty: 4840.541016
	Iteration 32Q: 3 clusters Score -1372700 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1372727.875000 Penalty: 4840.541016
	Iteration 33Q: 3 clusters Score -1372728 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1372745.875000 Penalty: 4840.541016
	Iteration 34Q: 3 clusters Score -1372746 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1372765.375000 Penalty: 4840.541016
	Iteration 35Q: 3 clusters Score -1372765 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1372786.250000 Penalty: 4840.541016
	Iteration 36Q: 3 clusters Score -1372786 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1372802.125000 Penalty: 4840.541016
	Iteration 37Q: 3 clusters Score -1372802 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1372816.625000 Penalty: 4840.541016
	Iteration 38Q: 3 clusters Score -1372817 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1372825.250000 Penalty: 4840.541016
	Iteration 39Q: 3 clusters Score -1372825 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1372849.125000 Penalty: 4840.541016
	Iteration 40F: 3 clusters Score -1372849 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1372860.500000 Penalty: 4840.541016
	Iteration 41Q: 3 clusters Score -1372860 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1372870.625000 Penalty: 4840.541016
	Iteration 42Q: 3 clusters Score -1372871 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1372884.375000 Penalty: 4840.541016
	Iteration 43Q: 3 clusters Score -1372884 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1372891.375000 Penalty: 4840.541016
	Iteration 44Q: 3 clusters Score -1372891 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1372896.875000 Penalty: 4840.541016
	Iteration 45Q: 3 clusters Score -1372897 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1372907.000000 Penalty: 4840.541016
	Iteration 46Q: 3 clusters Score -1372907 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1372915.000000 Penalty: 4840.541016
	Iteration 47Q: 3 clusters Score -1372915 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1372919.875000 Penalty: 4840.541016
	Iteration 48Q: 3 clusters Score -1372920 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1372928.375000 Penalty: 4840.541016
	Iteration 49Q: 3 clusters Score -1372928 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1372933.250000 Penalty: 4840.541016
	Iteration 50Q: 3 clusters Score -1372933 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1372942.375000 Penalty: 4840.541016
	Iteration 51Q: 3 clusters Score -1372942 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1372950.875000 Penalty: 4840.541016
	Iteration 52Q: 3 clusters Score -1372951 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1372955.750000 Penalty: 4840.541016
	Iteration 53Q: 3 clusters Score -1372956 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1372960.250000 Penalty: 4840.541016
	Iteration 54Q: 3 clusters Score -1372960 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1372961.000000 Penalty: 4840.541016
	Iteration 55Q: 3 clusters Score -1372961 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1372964.875000 Penalty: 4840.541016
	Iteration 56Q: 3 clusters Score -1372965 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1372966.375000 Penalty: 4840.541016
	Iteration 57Q: 3 clusters Score -1372966 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1372970.875000 Penalty: 4840.541016
	Iteration 58Q: 3 clusters Score -1372971 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1372970.250000 Penalty: 4840.541016
	Iteration 59Q: 3 clusters Score -1372970 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1372972.875000 Penalty: 4840.541016
	Iteration 60F: 3 clusters Score -1372973 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1372976.500000 Penalty: 4840.541016
	Iteration 61Q: 3 clusters Score -1372976 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1372976.875000 Penalty: 4840.541016
	Iteration 62Q: 3 clusters Score -1372977 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1372977.250000 Penalty: 4840.541016
	Iteration 63Q: 3 clusters Score -1372977 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1372981.125000 Penalty: 4840.541016
	Iteration 64Q: 3 clusters Score -1372981 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1372982.500000 Penalty: 4840.541016
	Iteration 65Q: 3 clusters Score -1372982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1372981.875000 Penalty: 4840.541016
	Iteration 66Q: 3 clusters Score -1372982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1372982.500000 Penalty: 4840.541016
	Iteration 67Q: 3 clusters Score -1372982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1372984.375000 Penalty: 4840.541016
	Iteration 68Q: 3 clusters Score -1372984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1372986.000000 Penalty: 4840.541016
	Iteration 69Q: 3 clusters Score -1372986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1372986.000000 Penalty: 4840.541016
	Iteration 70Q: 3 clusters Score -1372986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1372983.875000 Penalty: 4840.541016
	Iteration 71Q: 3 clusters Score -1372984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1372987.875000 Penalty: 4840.541016
	Iteration 72Q: 3 clusters Score -1372988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1372986.250000 Penalty: 4840.541016
	Iteration 73Q: 3 clusters Score -1372986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1372986.000000 Penalty: 4840.541016
	Iteration 74Q: 3 clusters Score -1372986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1372987.000000 Penalty: 4840.541016
	Iteration 75Q: 3 clusters Score -1372987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1372987.000000 Penalty: 4840.541016
	Iteration 76Q: 3 clusters Score -1372987 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1372987.000000 Penalty: 4840.541016
	Iteration 77F: 3 clusters Score -1372987 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (152143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152143 members 
Entering Unmasked Estep 
Score: -12198644.000000 Penalty: 2959.278809
	Iteration 0F: 2 clusters Score -1.219864e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76061 members 
Mstep: Class 2 contains 76082 members 
Entering Unmasked Estep 
Score: -12096583.000000 Penalty: 5918.557617
	Iteration 0F: 3 clusters Score -1.209658e+07 nChanged 72733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74414 members 
Mstep: Class 2 contains 77729 members 
Entering Unmasked Estep 
Score: -12139157.000000 Penalty: 5918.557617
	Iteration 1F: 3 clusters Score -1.213916e+07 nChanged 5005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73161 members 
Mstep: Class 2 contains 78982 members 
Entering Unmasked Estep 
Score: -12140452.000000 Penalty: 5918.557617
	Iteration 2Q: 3 clusters Score -1.214045e+07 nChanged 5595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71130 members 
Mstep: Class 2 contains 81013 members 
Entering Unmasked Estep 
Score: -12142284.000000 Penalty: 5918.557617
	Iteration 3Q: 3 clusters Score -1.214228e+07 nChanged 6771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67937 members 
Mstep: Class 2 contains 84206 members 
Entering Unmasked Estep 
Score: -12144737.000000 Penalty: 5918.557617
	Iteration 4Q: 3 clusters Score -1.214474e+07 nChanged 8065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63232 members 
Mstep: Class 2 contains 88911 members 
Entering Unmasked Estep 
Score: -12148624.000000 Penalty: 5918.557617
	Iteration 5F: 3 clusters Score -1.214862e+07 nChanged 9614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56736 members 
Mstep: Class 2 contains 95407 members 
Entering Unmasked Estep 
Score: -12154165.000000 Penalty: 5918.557617
	Iteration 6F: 3 clusters Score -1.215416e+07 nChanged 10789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48669 members 
Mstep: Class 2 contains 103474 members 
Entering Unmasked Estep 
Score: -12160955.000000 Penalty: 5918.557617
	Iteration 7F: 3 clusters Score -1.216096e+07 nChanged 10685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39936 members 
Mstep: Class 2 contains 112207 members 
Entering Unmasked Estep 
Score: -12168038.000000 Penalty: 5918.557617
	Iteration 8F: 3 clusters Score -1.216804e+07 nChanged 9522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31458 members 
Mstep: Class 2 contains 120685 members 
Entering Unmasked Estep 
Score: -12174188.000000 Penalty: 5918.557617
	Iteration 9F: 3 clusters Score -1.217419e+07 nChanged 7780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23958 members 
Mstep: Class 2 contains 128185 members 
Entering Unmasked Estep 
Score: -12179350.000000 Penalty: 5918.557617
	Iteration 10F: 3 clusters Score -1.217935e+07 nChanged 6479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17527 members 
Mstep: Class 2 contains 134616 members 
Entering Unmasked Estep 
Score: -12183633.000000 Penalty: 5918.557617
	Iteration 11Q: 3 clusters Score -1.218363e+07 nChanged 5409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 140025 members 
Entering Unmasked Estep 
Score: -12187439.000000 Penalty: 5918.557617
	Iteration 12Q: 3 clusters Score -1.218744e+07 nChanged 4289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 144310 members 
Entering Unmasked Estep 
Score: -12190494.000000 Penalty: 5918.557617
	Iteration 13Q: 3 clusters Score -1.219049e+07 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 147341 members 
Entering Unmasked Estep 
Score: -12192918.000000 Penalty: 5918.557617
	Iteration 14Q: 3 clusters Score -1.219292e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 149281 members 
Entering Unmasked Estep 
Score: -12194341.000000 Penalty: 5918.557617
	Iteration 15Q: 3 clusters Score -1.219434e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 150341 members 
Entering Unmasked Estep 
Score: -12195012.000000 Penalty: 5918.557617
	Iteration 16Q: 3 clusters Score -1.219501e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 150909 members 
Entering Unmasked Estep 
Score: -12195453.000000 Penalty: 5918.557617
	Iteration 17Q: 3 clusters Score -1.219545e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 151204 members 
Entering Unmasked Estep 
Score: -12195688.000000 Penalty: 5918.557617
	Iteration 18Q: 3 clusters Score -1.219569e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 151339 members 
Entering Unmasked Estep 
Score: -12195770.000000 Penalty: 5918.557617
	Iteration 19Q: 3 clusters Score -1.219577e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 151405 members 
Entering Unmasked Estep 
Score: -12195882.000000 Penalty: 5918.557617
	Iteration 20F: 3 clusters Score -1.219588e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 151453 members 
Entering Unmasked Estep 
Score: -12195947.000000 Penalty: 5918.557617
	Iteration 21Q: 3 clusters Score -1.219595e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 151496 members 
Entering Unmasked Estep 
Score: -12195991.000000 Penalty: 5918.557617
	Iteration 22Q: 3 clusters Score -1.219599e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 151524 members 
Entering Unmasked Estep 
Score: -12196024.000000 Penalty: 5918.557617
	Iteration 23Q: 3 clusters Score -1.219602e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 151548 members 
Entering Unmasked Estep 
Score: -12196051.000000 Penalty: 5918.557617
	Iteration 24Q: 3 clusters Score -1.219605e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 151564 members 
Entering Unmasked Estep 
Score: -12196056.000000 Penalty: 5918.557617
	Iteration 25Q: 3 clusters Score -1.219606e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 151575 members 
Entering Unmasked Estep 
Score: -12196060.000000 Penalty: 5918.557617
	Iteration 26Q: 3 clusters Score -1.219606e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 151582 members 
Entering Unmasked Estep 
Score: -12196069.000000 Penalty: 5918.557617
	Iteration 27Q: 3 clusters Score -1.219607e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 151589 members 
Entering Unmasked Estep 
Score: -12196089.000000 Penalty: 5918.557617
	Iteration 28Q: 3 clusters Score -1.219609e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 151591 members 
Entering Unmasked Estep 
Score: -12196083.000000 Penalty: 5918.557617
	Iteration 29Q: 3 clusters Score -1.219608e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 151594 members 
Entering Unmasked Estep 
Score: -12196077.000000 Penalty: 5918.557617
	Iteration 30Q: 3 clusters Score -1.219608e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 151598 members 
Entering Unmasked Estep 
Score: -12196081.000000 Penalty: 5918.557617
	Iteration 31Q: 3 clusters Score -1.219608e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 151601 members 
Entering Unmasked Estep 
Score: -12196098.000000 Penalty: 5918.557617
	Iteration 32Q: 3 clusters Score -1.21961e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 151605 members 
Entering Unmasked Estep 
Score: -12196102.000000 Penalty: 5918.557617
	Iteration 33Q: 3 clusters Score -1.21961e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 151610 members 
Entering Unmasked Estep 
Score: -12196116.000000 Penalty: 5918.557617
	Iteration 34Q: 3 clusters Score -1.219612e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 151614 members 
Entering Unmasked Estep 
Score: -12196127.000000 Penalty: 5918.557617
	Iteration 35Q: 3 clusters Score -1.219613e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 151619 members 
Entering Unmasked Estep 
Score: -12196125.000000 Penalty: 5918.557617
	Iteration 36Q: 3 clusters Score -1.219612e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 151622 members 
Entering Unmasked Estep 
Score: -12196132.000000 Penalty: 5918.557617
	Iteration 37Q: 3 clusters Score -1.219613e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 151624 members 
Entering Unmasked Estep 
Score: -12196121.000000 Penalty: 5918.557617
	Iteration 38Q: 3 clusters Score -1.219612e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 151625 members 
Entering Unmasked Estep 
Score: -12196115.000000 Penalty: 5918.557617
	Iteration 39Q: 3 clusters Score -1.219612e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 151627 members 
Entering Unmasked Estep 
Score: -12196132.000000 Penalty: 5918.557617
	Iteration 40F: 3 clusters Score -1.219613e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 151628 members 
Entering Unmasked Estep 
Score: -12196134.000000 Penalty: 5918.557617
	Iteration 41Q: 3 clusters Score -1.219613e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 151629 members 
Entering Unmasked Estep 
Score: -12196130.000000 Penalty: 5918.557617
	Iteration 42Q: 3 clusters Score -1.219613e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 151630 members 
Entering Unmasked Estep 
Score: -12196140.000000 Penalty: 5918.557617
	Iteration 43Q: 3 clusters Score -1.219614e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 151630 members 
Entering Unmasked Estep 
Score: -12196140.000000 Penalty: 5918.557617
	Iteration 44F: 3 clusters Score -1.219614e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (28152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28152 members 
Entering Unmasked Estep 
Score: -2296610.250000 Penalty: 2540.852783
	Iteration 0F: 2 clusters Score -2296610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
Score: -2277403.750000 Penalty: 5081.705566
	Iteration 0F: 3 clusters Score -2277404 nChanged 12629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -2284102.750000 Penalty: 5081.705566
	Iteration 1F: 3 clusters Score -2284103 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -2284557.750000 Penalty: 5081.705566
	Iteration 2Q: 3 clusters Score -2284558 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -2284996.750000 Penalty: 5081.705566
	Iteration 3Q: 3 clusters Score -2284997 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17042 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -2285492.250000 Penalty: 5081.705566
	Iteration 4Q: 3 clusters Score -2285492 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18148 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -2286112.250000 Penalty: 5081.705566
	Iteration 5Q: 3 clusters Score -2286112 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19526 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -2286949.250000 Penalty: 5081.705566
	Iteration 6F: 3 clusters Score -2286949 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21204 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -2288155.500000 Penalty: 5081.705566
	Iteration 7F: 3 clusters Score -2288156 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23147 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -2289782.750000 Penalty: 5081.705566
	Iteration 8F: 3 clusters Score -2289783 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24999 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -2291478.000000 Penalty: 5081.705566
	Iteration 9F: 3 clusters Score -2291478 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26443 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -2292860.000000 Penalty: 5081.705566
	Iteration 10F: 3 clusters Score -2292860 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27271 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -2293670.000000 Penalty: 5081.705566
	Iteration 11Q: 3 clusters Score -2293670 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27632 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -2294048.500000 Penalty: 5081.705566
	Iteration 12Q: 3 clusters Score -2294048 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27776 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -2294212.750000 Penalty: 5081.705566
	Iteration 13Q: 3 clusters Score -2294213 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27841 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -2294287.250000 Penalty: 5081.705566
	Iteration 14Q: 3 clusters Score -2294287 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27866 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -2294333.250000 Penalty: 5081.705566
	Iteration 15Q: 3 clusters Score -2294333 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27873 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -2294362.500000 Penalty: 5081.705566
	Iteration 16Q: 3 clusters Score -2294362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27874 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -2294367.750000 Penalty: 5081.705566
	Iteration 17Q: 3 clusters Score -2294368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27876 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -2294381.500000 Penalty: 5081.705566
	Iteration 18Q: 3 clusters Score -2294382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27883 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -2294393.500000 Penalty: 5081.705566
	Iteration 19Q: 3 clusters Score -2294394 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27887 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -2294408.750000 Penalty: 5081.705566
	Iteration 20F: 3 clusters Score -2294409 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27890 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -2294416.000000 Penalty: 5081.705566
	Iteration 21Q: 3 clusters Score -2294416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27892 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -2294420.250000 Penalty: 5081.705566
	Iteration 22Q: 3 clusters Score -2294420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27893 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -2294424.500000 Penalty: 5081.705566
	Iteration 23Q: 3 clusters Score -2294424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27898 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -2294432.500000 Penalty: 5081.705566
	Iteration 24Q: 3 clusters Score -2294432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27897 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -2294432.000000 Penalty: 5081.705566
	Iteration 25Q: 3 clusters Score -2294432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27896 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -2294432.000000 Penalty: 5081.705566
	Iteration 26Q: 3 clusters Score -2294432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27896 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -2294432.000000 Penalty: 5081.705566
	Iteration 27F: 3 clusters Score -2294432 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Entering Unmasked Estep 
Score: -549023.187500 Penalty: 2210.259766
	Iteration 0F: 2 clusters Score -549023.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -543040.062500 Penalty: 4420.519531
	Iteration 0F: 3 clusters Score -543040.1 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -545003.750000 Penalty: 4420.519531
	Iteration 1F: 3 clusters Score -545003.8 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -545619.562500 Penalty: 4420.519531
	Iteration 2F: 3 clusters Score -545619.6 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -546270.750000 Penalty: 4420.519531
	Iteration 3F: 3 clusters Score -546270.8 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -546851.250000 Penalty: 4420.519531
	Iteration 4F: 3 clusters Score -546851.2 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -547297.062500 Penalty: 4420.519531
	Iteration 5F: 3 clusters Score -547297.1 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -547643.875000 Penalty: 4420.519531
	Iteration 6F: 3 clusters Score -547643.9 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -547894.062500 Penalty: 4420.519531
	Iteration 7Q: 3 clusters Score -547894.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -548068.500000 Penalty: 4420.519531
	Iteration 8Q: 3 clusters Score -548068.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -548171.562500 Penalty: 4420.519531
	Iteration 9Q: 3 clusters Score -548171.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -548239.000000 Penalty: 4420.519531
	Iteration 10Q: 3 clusters Score -548239 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -548285.937500 Penalty: 4420.519531
	Iteration 11Q: 3 clusters Score -548285.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -548319.875000 Penalty: 4420.519531
	Iteration 12Q: 3 clusters Score -548319.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -548351.187500 Penalty: 4420.519531
	Iteration 13Q: 3 clusters Score -548351.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -548375.625000 Penalty: 4420.519531
	Iteration 14Q: 3 clusters Score -548375.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -548387.562500 Penalty: 4420.519531
	Iteration 15Q: 3 clusters Score -548387.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -548393.437500 Penalty: 4420.519531
	Iteration 16Q: 3 clusters Score -548393.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -548398.125000 Penalty: 4420.519531
	Iteration 17Q: 3 clusters Score -548398.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -548401.000000 Penalty: 4420.519531
	Iteration 18Q: 3 clusters Score -548401 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -548404.062500 Penalty: 4420.519531
	Iteration 19Q: 3 clusters Score -548404.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -548410.062500 Penalty: 4420.519531
	Iteration 20F: 3 clusters Score -548410.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -548414.812500 Penalty: 4420.519531
	Iteration 21Q: 3 clusters Score -548414.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -548422.000000 Penalty: 4420.519531
	Iteration 22Q: 3 clusters Score -548422 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -548423.312500 Penalty: 4420.519531
	Iteration 23Q: 3 clusters Score -548423.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -548424.312500 Penalty: 4420.519531
	Iteration 24Q: 3 clusters Score -548424.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -548428.000000 Penalty: 4420.519531
	Iteration 25Q: 3 clusters Score -548428 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -548431.062500 Penalty: 4420.519531
	Iteration 26Q: 3 clusters Score -548431.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -548434.312500 Penalty: 4420.519531
	Iteration 27Q: 3 clusters Score -548434.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -548436.437500 Penalty: 4420.519531
	Iteration 28Q: 3 clusters Score -548436.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -548438.937500 Penalty: 4420.519531
	Iteration 29Q: 3 clusters Score -548438.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -548440.250000 Penalty: 4420.519531
	Iteration 30Q: 3 clusters Score -548440.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -548441.437500 Penalty: 4420.519531
	Iteration 31Q: 3 clusters Score -548441.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -548443.500000 Penalty: 4420.519531
	Iteration 32Q: 3 clusters Score -548443.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -548445.687500 Penalty: 4420.519531
	Iteration 33Q: 3 clusters Score -548445.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -548448.375000 Penalty: 4420.519531
	Iteration 34Q: 3 clusters Score -548448.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -548448.562500 Penalty: 4420.519531
	Iteration 35Q: 3 clusters Score -548448.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -548448.562500 Penalty: 4420.519531
	Iteration 36Q: 3 clusters Score -548448.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -548450.687500 Penalty: 4420.519531
	Iteration 37Q: 3 clusters Score -548450.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -548451.125000 Penalty: 4420.519531
	Iteration 38Q: 3 clusters Score -548451.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -548454.125000 Penalty: 4420.519531
	Iteration 39Q: 3 clusters Score -548454.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -548455.437500 Penalty: 4420.519531
	Iteration 40F: 3 clusters Score -548455.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -548457.500000 Penalty: 4420.519531
	Iteration 41Q: 3 clusters Score -548457.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -548460.312500 Penalty: 4420.519531
	Iteration 42Q: 3 clusters Score -548460.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -548460.500000 Penalty: 4420.519531
	Iteration 43Q: 3 clusters Score -548460.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -548460.937500 Penalty: 4420.519531
	Iteration 44Q: 3 clusters Score -548460.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -548462.125000 Penalty: 4420.519531
	Iteration 45Q: 3 clusters Score -548462.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -548462.875000 Penalty: 4420.519531
	Iteration 46Q: 3 clusters Score -548462.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -548463.687500 Penalty: 4420.519531
	Iteration 47Q: 3 clusters Score -548463.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -548464.875000 Penalty: 4420.519531
	Iteration 48Q: 3 clusters Score -548464.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -548466.812500 Penalty: 4420.519531
	Iteration 49Q: 3 clusters Score -548466.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -548468.000000 Penalty: 4420.519531
	Iteration 50Q: 3 clusters Score -548468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -548469.437500 Penalty: 4420.519531
	Iteration 51Q: 3 clusters Score -548469.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -548468.937500 Penalty: 4420.519531
	Iteration 52Q: 3 clusters Score -548468.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -548470.062500 Penalty: 4420.519531
	Iteration 53Q: 3 clusters Score -548470.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -548469.250000 Penalty: 4420.519531
	Iteration 54Q: 3 clusters Score -548469.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -548469.500000 Penalty: 4420.519531
	Iteration 55Q: 3 clusters Score -548469.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -548470.437500 Penalty: 4420.519531
	Iteration 56Q: 3 clusters Score -548470.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -548471.687500 Penalty: 4420.519531
	Iteration 57Q: 3 clusters Score -548471.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -548473.312500 Penalty: 4420.519531
	Iteration 58Q: 3 clusters Score -548473.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -548474.312500 Penalty: 4420.519531
	Iteration 59Q: 3 clusters Score -548474.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -548474.312500 Penalty: 4420.519531
	Iteration 60F: 3 clusters Score -548474.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Entering Unmasked Estep 
Score: -753793.812500 Penalty: 2284.956787
	Iteration 0F: 2 clusters Score -753793.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -746042.062500 Penalty: 4569.913574
	Iteration 0F: 3 clusters Score -746042.1 nChanged 4186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -748678.062500 Penalty: 4569.913574
	Iteration 1F: 3 clusters Score -748678.1 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -749583.875000 Penalty: 4569.913574
	Iteration 2F: 3 clusters Score -749583.9 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -750408.437500 Penalty: 4569.913574
	Iteration 3F: 3 clusters Score -750408.4 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -751128.812500 Penalty: 4569.913574
	Iteration 4F: 3 clusters Score -751128.8 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -751767.500000 Penalty: 4569.913574
	Iteration 5F: 3 clusters Score -751767.5 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -752240.937500 Penalty: 4569.913574
	Iteration 6F: 3 clusters Score -752240.9 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -752575.062500 Penalty: 4569.913574
	Iteration 7Q: 3 clusters Score -752575.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -752798.500000 Penalty: 4569.913574
	Iteration 8Q: 3 clusters Score -752798.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -752947.062500 Penalty: 4569.913574
	Iteration 9Q: 3 clusters Score -752947.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -753047.125000 Penalty: 4569.913574
	Iteration 10Q: 3 clusters Score -753047.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -753115.437500 Penalty: 4569.913574
	Iteration 11Q: 3 clusters Score -753115.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -753175.687500 Penalty: 4569.913574
	Iteration 12Q: 3 clusters Score -753175.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -753237.437500 Penalty: 4569.913574
	Iteration 13Q: 3 clusters Score -753237.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -753299.250000 Penalty: 4569.913574
	Iteration 14Q: 3 clusters Score -753299.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -753371.875000 Penalty: 4569.913574
	Iteration 15Q: 3 clusters Score -753371.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -753443.125000 Penalty: 4569.913574
	Iteration 16Q: 3 clusters Score -753443.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -753495.875000 Penalty: 4569.913574
	Iteration 17Q: 3 clusters Score -753495.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -753546.500000 Penalty: 4569.913574
	Iteration 18Q: 3 clusters Score -753546.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -753592.500000 Penalty: 4569.913574
	Iteration 19Q: 3 clusters Score -753592.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -753627.625000 Penalty: 4569.913574
	Iteration 20F: 3 clusters Score -753627.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -753654.000000 Penalty: 4569.913574
	Iteration 21Q: 3 clusters Score -753654 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -753669.937500 Penalty: 4569.913574
	Iteration 22Q: 3 clusters Score -753669.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -753678.187500 Penalty: 4569.913574
	Iteration 23Q: 3 clusters Score -753678.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -753682.500000 Penalty: 4569.913574
	Iteration 24Q: 3 clusters Score -753682.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -753689.625000 Penalty: 4569.913574
	Iteration 25Q: 3 clusters Score -753689.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -753692.625000 Penalty: 4569.913574
	Iteration 26Q: 3 clusters Score -753692.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -753693.750000 Penalty: 4569.913574
	Iteration 27Q: 3 clusters Score -753693.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -753696.375000 Penalty: 4569.913574
	Iteration 28Q: 3 clusters Score -753696.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -753695.750000 Penalty: 4569.913574
	Iteration 29Q: 3 clusters Score -753695.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -753698.125000 Penalty: 4569.913574
	Iteration 30Q: 3 clusters Score -753698.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -753697.750000 Penalty: 4569.913574
	Iteration 31Q: 3 clusters Score -753697.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -753699.125000 Penalty: 4569.913574
	Iteration 32Q: 3 clusters Score -753699.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -753697.625000 Penalty: 4569.913574
	Iteration 33Q: 3 clusters Score -753697.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -753698.625000 Penalty: 4569.913574
	Iteration 34Q: 3 clusters Score -753698.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -753698.625000 Penalty: 4569.913574
	Iteration 35F: 3 clusters Score -753698.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Entering Unmasked Estep 
Score: -202256.562500 Penalty: 1945.468872
	Iteration 0F: 2 clusters Score -202256.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -199300.953125 Penalty: 3890.937744
	Iteration 0F: 3 clusters Score -199301 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -199855.906250 Penalty: 3890.937744
	Iteration 1F: 3 clusters Score -199855.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -200000.906250 Penalty: 3890.937744
	Iteration 2F: 3 clusters Score -200000.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -200079.718750 Penalty: 3890.937744
	Iteration 3Q: 3 clusters Score -200079.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -200138.140625 Penalty: 3890.937744
	Iteration 4Q: 3 clusters Score -200138.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -200183.281250 Penalty: 3890.937744
	Iteration 5Q: 3 clusters Score -200183.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -200207.828125 Penalty: 3890.937744
	Iteration 6Q: 3 clusters Score -200207.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -200224.984375 Penalty: 3890.937744
	Iteration 7Q: 3 clusters Score -200225 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -200240.062500 Penalty: 3890.937744
	Iteration 8Q: 3 clusters Score -200240.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -200251.921875 Penalty: 3890.937744
	Iteration 9Q: 3 clusters Score -200251.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -200265.640625 Penalty: 3890.937744
	Iteration 10Q: 3 clusters Score -200265.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -200275.656250 Penalty: 3890.937744
	Iteration 11Q: 3 clusters Score -200275.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -200283.640625 Penalty: 3890.937744
	Iteration 12Q: 3 clusters Score -200283.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -200291.343750 Penalty: 3890.937744
	Iteration 13Q: 3 clusters Score -200291.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -200294.281250 Penalty: 3890.937744
	Iteration 14Q: 3 clusters Score -200294.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -200297.656250 Penalty: 3890.937744
	Iteration 15Q: 3 clusters Score -200297.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -200300.609375 Penalty: 3890.937744
	Iteration 16Q: 3 clusters Score -200300.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -200302.109375 Penalty: 3890.937744
	Iteration 17Q: 3 clusters Score -200302.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -200303.828125 Penalty: 3890.937744
	Iteration 18Q: 3 clusters Score -200303.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -200306.093750 Penalty: 3890.937744
	Iteration 19Q: 3 clusters Score -200306.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -200307.062500 Penalty: 3890.937744
	Iteration 20F: 3 clusters Score -200307.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -200307.562500 Penalty: 3890.937744
	Iteration 21Q: 3 clusters Score -200307.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -200307.562500 Penalty: 3890.937744
	Iteration 22F: 3 clusters Score -200307.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (44960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44960 members 
Entering Unmasked Estep 
Score: -3654012.500000 Penalty: 2656.955078
	Iteration 0F: 2 clusters Score -3654012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22373 members 
Mstep: Class 2 contains 22587 members 
Entering Unmasked Estep 
Score: -3623859.750000 Penalty: 5313.910156
	Iteration 0F: 3 clusters Score -3623860 nChanged 20519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22094 members 
Mstep: Class 2 contains 22866 members 
Entering Unmasked Estep 
Score: -3635290.750000 Penalty: 5313.910156
	Iteration 1F: 3 clusters Score -3635291 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22198 members 
Mstep: Class 2 contains 22762 members 
Entering Unmasked Estep 
Score: -3636088.250000 Penalty: 5313.910156
	Iteration 2Q: 3 clusters Score -3636088 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22422 members 
Mstep: Class 2 contains 22538 members 
Entering Unmasked Estep 
Score: -3637067.750000 Penalty: 5313.910156
	Iteration 3Q: 3 clusters Score -3637068 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22763 members 
Mstep: Class 2 contains 22197 members 
Entering Unmasked Estep 
Score: -3638294.250000 Penalty: 5313.910156
	Iteration 4F: 3 clusters Score -3638294 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23173 members 
Mstep: Class 2 contains 21787 members 
Entering Unmasked Estep 
Score: -3639717.500000 Penalty: 5313.910156
	Iteration 5F: 3 clusters Score -3639718 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23666 members 
Mstep: Class 2 contains 21294 members 
Entering Unmasked Estep 
Score: -3641244.000000 Penalty: 5313.910156
	Iteration 6F: 3 clusters Score -3641244 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24260 members 
Mstep: Class 2 contains 20700 members 
Entering Unmasked Estep 
Score: -3642598.000000 Penalty: 5313.910156
	Iteration 7F: 3 clusters Score -3642598 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24882 members 
Mstep: Class 2 contains 20078 members 
Entering Unmasked Estep 
Score: -3643695.250000 Penalty: 5313.910156
	Iteration 8F: 3 clusters Score -3643695 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25452 members 
Mstep: Class 2 contains 19508 members 
Entering Unmasked Estep 
Score: -3644414.000000 Penalty: 5313.910156
	Iteration 9Q: 3 clusters Score -3644414 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25871 members 
Mstep: Class 2 contains 19089 members 
Entering Unmasked Estep 
Score: -3644846.000000 Penalty: 5313.910156
	Iteration 10Q: 3 clusters Score -3644846 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26271 members 
Mstep: Class 2 contains 18689 members 
Entering Unmasked Estep 
Score: -3645147.750000 Penalty: 5313.910156
	Iteration 11Q: 3 clusters Score -3645148 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26652 members 
Mstep: Class 2 contains 18308 members 
Entering Unmasked Estep 
Score: -3645369.750000 Penalty: 5313.910156
	Iteration 12Q: 3 clusters Score -3645370 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27024 members 
Mstep: Class 2 contains 17936 members 
Entering Unmasked Estep 
Score: -3645570.750000 Penalty: 5313.910156
	Iteration 13Q: 3 clusters Score -3645571 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27357 members 
Mstep: Class 2 contains 17603 members 
Entering Unmasked Estep 
Score: -3645728.500000 Penalty: 5313.910156
	Iteration 14Q: 3 clusters Score -3645728 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27704 members 
Mstep: Class 2 contains 17256 members 
Entering Unmasked Estep 
Score: -3645881.250000 Penalty: 5313.910156
	Iteration 15Q: 3 clusters Score -3645881 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28085 members 
Mstep: Class 2 contains 16875 members 
Entering Unmasked Estep 
Score: -3646085.500000 Penalty: 5313.910156
	Iteration 16Q: 3 clusters Score -3646086 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28509 members 
Mstep: Class 2 contains 16451 members 
Entering Unmasked Estep 
Score: -3646330.500000 Penalty: 5313.910156
	Iteration 17Q: 3 clusters Score -3646330 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29024 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -3646669.000000 Penalty: 5313.910156
	Iteration 18Q: 3 clusters Score -3646669 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29602 members 
Mstep: Class 2 contains 15358 members 
Entering Unmasked Estep 
Score: -3647101.250000 Penalty: 5313.910156
	Iteration 19Q: 3 clusters Score -3647101 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30211 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -3647529.000000 Penalty: 5313.910156
	Iteration 20F: 3 clusters Score -3647529 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30846 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -3648003.000000 Penalty: 5313.910156
	Iteration 21Q: 3 clusters Score -3648003 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31479 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -3648401.000000 Penalty: 5313.910156
	Iteration 22Q: 3 clusters Score -3648401 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32064 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -3648734.750000 Penalty: 5313.910156
	Iteration 23Q: 3 clusters Score -3648735 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32604 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -3648990.250000 Penalty: 5313.910156
	Iteration 24Q: 3 clusters Score -3648990 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33102 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -3649191.750000 Penalty: 5313.910156
	Iteration 25Q: 3 clusters Score -3649192 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33560 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -3649364.000000 Penalty: 5313.910156
	Iteration 26Q: 3 clusters Score -3649364 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33988 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -3649491.250000 Penalty: 5313.910156
	Iteration 27Q: 3 clusters Score -3649491 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34400 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -3649629.000000 Penalty: 5313.910156
	Iteration 28Q: 3 clusters Score -3649629 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34792 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -3649729.750000 Penalty: 5313.910156
	Iteration 29Q: 3 clusters Score -3649730 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35153 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -3649845.750000 Penalty: 5313.910156
	Iteration 30Q: 3 clusters Score -3649846 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35515 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -3649932.750000 Penalty: 5313.910156
	Iteration 31Q: 3 clusters Score -3649933 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35874 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -3650018.000000 Penalty: 5313.910156
	Iteration 32Q: 3 clusters Score -3650018 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36200 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -3650096.250000 Penalty: 5313.910156
	Iteration 33Q: 3 clusters Score -3650096 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36530 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -3650187.250000 Penalty: 5313.910156
	Iteration 34Q: 3 clusters Score -3650187 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36844 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -3650253.250000 Penalty: 5313.910156
	Iteration 35Q: 3 clusters Score -3650253 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37136 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -3650300.500000 Penalty: 5313.910156
	Iteration 36Q: 3 clusters Score -3650300 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37398 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -3650343.500000 Penalty: 5313.910156
	Iteration 37Q: 3 clusters Score -3650344 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37655 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -3650394.500000 Penalty: 5313.910156
	Iteration 38Q: 3 clusters Score -3650394 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37930 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -3650453.250000 Penalty: 5313.910156
	Iteration 39Q: 3 clusters Score -3650453 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38217 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -3650523.250000 Penalty: 5313.910156
	Iteration 40F: 3 clusters Score -3650523 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38489 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -3650603.500000 Penalty: 5313.910156
	Iteration 41Q: 3 clusters Score -3650604 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38755 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -3650654.750000 Penalty: 5313.910156
	Iteration 42Q: 3 clusters Score -3650655 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38975 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -3650696.500000 Penalty: 5313.910156
	Iteration 43Q: 3 clusters Score -3650696 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39190 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -3650752.000000 Penalty: 5313.910156
	Iteration 44Q: 3 clusters Score -3650752 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39398 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -3650796.750000 Penalty: 5313.910156
	Iteration 45Q: 3 clusters Score -3650797 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39589 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -3650823.500000 Penalty: 5313.910156
	Iteration 46Q: 3 clusters Score -3650824 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39780 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -3650872.750000 Penalty: 5313.910156
	Iteration 47Q: 3 clusters Score -3650873 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39953 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -3650908.000000 Penalty: 5313.910156
	Iteration 48Q: 3 clusters Score -3650908 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40148 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -3650954.000000 Penalty: 5313.910156
	Iteration 49Q: 3 clusters Score -3650954 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40310 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -3650987.000000 Penalty: 5313.910156
	Iteration 50Q: 3 clusters Score -3650987 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40487 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -3651023.750000 Penalty: 5313.910156
	Iteration 51Q: 3 clusters Score -3651024 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40641 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -3651068.500000 Penalty: 5313.910156
	Iteration 52Q: 3 clusters Score -3651068 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40790 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -3651114.500000 Penalty: 5313.910156
	Iteration 53Q: 3 clusters Score -3651114 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40941 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -3651172 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41103 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -3651230.500000 Penalty: 5313.910156
	Iteration 55Q: 3 clusters Score -3651230 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41241 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -3651258.250000 Penalty: 5313.910156
	Iteration 56Q: 3 clusters Score -3651258 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41384 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -3651295.750000 Penalty: 5313.910156
	Iteration 57Q: 3 clusters Score -3651296 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41500 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -3651316.750000 Penalty: 5313.910156
	Iteration 58Q: 3 clusters Score -3651317 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41604 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -3651331.500000 Penalty: 5313.910156
	Iteration 59Q: 3 clusters Score -3651332 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41701 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -3651369.750000 Penalty: 5313.910156
	Iteration 60F: 3 clusters Score -3651370 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41786 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -3651377.750000 Penalty: 5313.910156
	Iteration 61Q: 3 clusters Score -3651378 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41872 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -3651408.500000 Penalty: 5313.910156
	Iteration 62Q: 3 clusters Score -3651408 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41947 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -3651427.500000 Penalty: 5313.910156
	Iteration 63Q: 3 clusters Score -3651428 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42011 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -3651443.750000 Penalty: 5313.910156
	Iteration 64Q: 3 clusters Score -3651444 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42077 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -3651451.500000 Penalty: 5313.910156
	Iteration 65Q: 3 clusters Score -3651452 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42138 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -3651463.000000 Penalty: 5313.910156
	Iteration 66Q: 3 clusters Score -3651463 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42197 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -3651496.500000 Penalty: 5313.910156
	Iteration 67Q: 3 clusters Score -3651496 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42253 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -3651509.500000 Penalty: 5313.910156
	Iteration 68Q: 3 clusters Score -3651510 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42302 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -3651535.250000 Penalty: 5313.910156
	Iteration 69Q: 3 clusters Score -3651535 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42351 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -3651551.250000 Penalty: 5313.910156
	Iteration 70Q: 3 clusters Score -3651551 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42390 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -3651560.250000 Penalty: 5313.910156
	Iteration 71Q: 3 clusters Score -3651560 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42445 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -3651578.750000 Penalty: 5313.910156
	Iteration 72Q: 3 clusters Score -3651579 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42496 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -3651596.000000 Penalty: 5313.910156
	Iteration 73Q: 3 clusters Score -3651596 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42547 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -3651617.750000 Penalty: 5313.910156
	Iteration 74Q: 3 clusters Score -3651618 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42590 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -3651631.750000 Penalty: 5313.910156
	Iteration 75Q: 3 clusters Score -3651632 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42625 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -3651644.250000 Penalty: 5313.910156
	Iteration 76Q: 3 clusters Score -3651644 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42666 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -3651663.750000 Penalty: 5313.910156
	Iteration 77Q: 3 clusters Score -3651664 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42708 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -3651670.250000 Penalty: 5313.910156
	Iteration 78Q: 3 clusters Score -3651670 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42752 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -3651687.000000 Penalty: 5313.910156
	Iteration 79Q: 3 clusters Score -3651687 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42786 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -3651697.250000 Penalty: 5313.910156
	Iteration 80F: 3 clusters Score -3651697 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42827 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -3651709.000000 Penalty: 5313.910156
	Iteration 81Q: 3 clusters Score -3651709 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42862 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -3651714.500000 Penalty: 5313.910156
	Iteration 82Q: 3 clusters Score -3651714 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42898 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -3651722.250000 Penalty: 5313.910156
	Iteration 83Q: 3 clusters Score -3651722 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42932 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -3651730.000000 Penalty: 5313.910156
	Iteration 84Q: 3 clusters Score -3651730 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42955 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -3651732.500000 Penalty: 5313.910156
	Iteration 85Q: 3 clusters Score -3651732 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42978 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -3651742.000000 Penalty: 5313.910156
	Iteration 86Q: 3 clusters Score -3651742 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43002 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -3651748.250000 Penalty: 5313.910156
	Iteration 87Q: 3 clusters Score -3651748 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43022 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -3651754.250000 Penalty: 5313.910156
	Iteration 88Q: 3 clusters Score -3651754 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43039 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -3651757.750000 Penalty: 5313.910156
	Iteration 89Q: 3 clusters Score -3651758 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43047 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -3651760.000000 Penalty: 5313.910156
	Iteration 90Q: 3 clusters Score -3651760 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43053 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -3651757.000000 Penalty: 5313.910156
	Iteration 91Q: 3 clusters Score -3651757 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43058 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -3651758.250000 Penalty: 5313.910156
	Iteration 92Q: 3 clusters Score -3651758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43059 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -3651762.750000 Penalty: 5313.910156
	Iteration 93Q: 3 clusters Score -3651763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43061 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -3651762.000000 Penalty: 5313.910156
	Iteration 94Q: 3 clusters Score -3651762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43069 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -3651764.750000 Penalty: 5313.910156
	Iteration 95Q: 3 clusters Score -3651765 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43074 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -3651766.750000 Penalty: 5313.910156
	Iteration 96Q: 3 clusters Score -3651767 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43081 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -3651772.500000 Penalty: 5313.910156
	Iteration 97Q: 3 clusters Score -3651772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43090 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -3651771.500000 Penalty: 5313.910156
	Iteration 98Q: 3 clusters Score -3651772 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43098 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -3651773.750000 Penalty: 5313.910156
	Iteration 99Q: 3 clusters Score -3651774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43107 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -3651774.750000 Penalty: 5313.910156
	Iteration 100F: 3 clusters Score -3651775 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43112 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -3651769.250000 Penalty: 5313.910156
	Iteration 101Q: 3 clusters Score -3651769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43114 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -3651771.000000 Penalty: 5313.910156
	Iteration 102Q: 3 clusters Score -3651771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43115 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -3651772.750000 Penalty: 5313.910156
	Iteration 103Q: 3 clusters Score -3651773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43119 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -3651769.500000 Penalty: 5313.910156
	Iteration 104Q: 3 clusters Score -3651770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43121 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -3651774.250000 Penalty: 5313.910156
	Iteration 105Q: 3 clusters Score -3651774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43123 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -3651770.000000 Penalty: 5313.910156
	Iteration 106Q: 3 clusters Score -3651770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43126 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -3651778.500000 Penalty: 5313.910156
	Iteration 107Q: 3 clusters Score -3651778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43126 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -3651778.500000 Penalty: 5313.910156
	Iteration 108F: 3 clusters Score -3651778 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -521718.562500 Penalty: 2180.891113
	Iteration 0F: 2 clusters Score -521718.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -516175.875000 Penalty: 4361.782227
	Iteration 0F: 3 clusters Score -516175.9 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -517615.8 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -517814.218750 Penalty: 4361.782227
	Iteration 2F: 3 clusters Score -517814.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -517934.625000 Penalty: 4361.782227
	Iteration 3Q: 3 clusters Score -517934.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -518022.500000 Penalty: 4361.782227
	Iteration 4Q: 3 clusters Score -518022.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -518093.468750 Penalty: 4361.782227
	Iteration 5Q: 3 clusters Score -518093.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -518167.656250 Penalty: 4361.782227
	Iteration 6Q: 3 clusters Score -518167.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -518247.000000 Penalty: 4361.782227
	Iteration 7Q: 3 clusters Score -518247 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -518340.906250 Penalty: 4361.782227
	Iteration 8Q: 3 clusters Score -518340.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -518435.312500 Penalty: 4361.782227
	Iteration 9Q: 3 clusters Score -518435.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -518540.281250 Penalty: 4361.782227
	Iteration 10Q: 3 clusters Score -518540.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -518655.875000 Penalty: 4361.782227
	Iteration 11Q: 3 clusters Score -518655.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -518797.187500 Penalty: 4361.782227
	Iteration 12Q: 3 clusters Score -518797.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -518968.437500 Penalty: 4361.782227
	Iteration 13Q: 3 clusters Score -518968.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -519158.000000 Penalty: 4361.782227
	Iteration 14Q: 3 clusters Score -519158 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -519340.843750 Penalty: 4361.782227
	Iteration 15Q: 3 clusters Score -519340.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -519482.500000 Penalty: 4361.782227
	Iteration 16Q: 3 clusters Score -519482.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -519588.218750 Penalty: 4361.782227
	Iteration 17Q: 3 clusters Score -519588.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -519659.750000 Penalty: 4361.782227
	Iteration 18Q: 3 clusters Score -519659.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -519723.843750 Penalty: 4361.782227
	Iteration 19Q: 3 clusters Score -519723.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -519785.437500 Penalty: 4361.782227
	Iteration 20F: 3 clusters Score -519785.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -519837.343750 Penalty: 4361.782227
	Iteration 21Q: 3 clusters Score -519837.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -519892.500000 Penalty: 4361.782227
	Iteration 22Q: 3 clusters Score -519892.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -519932.906250 Penalty: 4361.782227
	Iteration 23Q: 3 clusters Score -519932.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -519963.781250 Penalty: 4361.782227
	Iteration 24Q: 3 clusters Score -519963.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -519998.781250 Penalty: 4361.782227
	Iteration 25Q: 3 clusters Score -519998.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -520017.406250 Penalty: 4361.782227
	Iteration 26Q: 3 clusters Score -520017.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -520029.062500 Penalty: 4361.782227
	Iteration 27Q: 3 clusters Score -520029.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -520033.906250 Penalty: 4361.782227
	Iteration 28Q: 3 clusters Score -520033.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -520038.281250 Penalty: 4361.782227
	Iteration 29Q: 3 clusters Score -520038.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -520040.093750 Penalty: 4361.782227
	Iteration 30Q: 3 clusters Score -520040.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -520043.718750 Penalty: 4361.782227
	Iteration 31Q: 3 clusters Score -520043.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -520047.468750 Penalty: 4361.782227
	Iteration 32Q: 3 clusters Score -520047.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -520050.125000 Penalty: 4361.782227
	Iteration 33Q: 3 clusters Score -520050.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -520053.375000 Penalty: 4361.782227
	Iteration 34Q: 3 clusters Score -520053.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -520057.250000 Penalty: 4361.782227
	Iteration 35Q: 3 clusters Score -520057.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -520058.281250 Penalty: 4361.782227
	Iteration 36Q: 3 clusters Score -520058.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -520058.281250 Penalty: 4361.782227
	Iteration 37F: 3 clusters Score -520058.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Entering Unmasked Estep 
Score: -781029.250000 Penalty: 2299.502686
	Iteration 0F: 2 clusters Score -781029.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -772977.750000 Penalty: 4599.005371
	Iteration 0F: 3 clusters Score -772977.8 nChanged 4449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -775464.500000 Penalty: 4599.005371
	Iteration 1F: 3 clusters Score -775464.5 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -775872.312500 Penalty: 4599.005371
	Iteration 2F: 3 clusters Score -775872.3 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -776215.875000 Penalty: 4599.005371
	Iteration 3F: 3 clusters Score -776215.9 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -776520.562500 Penalty: 4599.005371
	Iteration 4Q: 3 clusters Score -776520.6 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -776836.500000 Penalty: 4599.005371
	Iteration 5Q: 3 clusters Score -776836.5 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -777189.375000 Penalty: 4599.005371
	Iteration 6Q: 3 clusters Score -777189.4 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -777541.187500 Penalty: 4599.005371
	Iteration 7Q: 3 clusters Score -777541.2 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -777891.562500 Penalty: 4599.005371
	Iteration 8Q: 3 clusters Score -777891.6 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -778268.625000 Penalty: 4599.005371
	Iteration 9Q: 3 clusters Score -778268.6 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -778691.562500 Penalty: 4599.005371
	Iteration 10Q: 3 clusters Score -778691.6 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -779091.812500 Penalty: 4599.005371
	Iteration 11Q: 3 clusters Score -779091.8 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -779501.187500 Penalty: 4599.005371
	Iteration 12Q: 3 clusters Score -779501.2 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -779851.000000 Penalty: 4599.005371
	Iteration 13Q: 3 clusters Score -779851 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -780111.125000 Penalty: 4599.005371
	Iteration 14Q: 3 clusters Score -780111.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -780263.687500 Penalty: 4599.005371
	Iteration 15Q: 3 clusters Score -780263.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -780360.562500 Penalty: 4599.005371
	Iteration 16Q: 3 clusters Score -780360.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -780428.937500 Penalty: 4599.005371
	Iteration 17Q: 3 clusters Score -780428.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -780470.812500 Penalty: 4599.005371
	Iteration 18Q: 3 clusters Score -780470.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -780496.875000 Penalty: 4599.005371
	Iteration 19Q: 3 clusters Score -780496.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -780508.375000 Penalty: 4599.005371
	Iteration 20F: 3 clusters Score -780508.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -780519.312500 Penalty: 4599.005371
	Iteration 21Q: 3 clusters Score -780519.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -780525.312500 Penalty: 4599.005371
	Iteration 22Q: 3 clusters Score -780525.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -780530.375000 Penalty: 4599.005371
	Iteration 23Q: 3 clusters Score -780530.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -780533.312500 Penalty: 4599.005371
	Iteration 24Q: 3 clusters Score -780533.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -780537.875000 Penalty: 4599.005371
	Iteration 25Q: 3 clusters Score -780537.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -780537.937500 Penalty: 4599.005371
	Iteration 26Q: 3 clusters Score -780537.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -780539.062500 Penalty: 4599.005371
	Iteration 27Q: 3 clusters Score -780539.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -780539.625000 Penalty: 4599.005371
	Iteration 28Q: 3 clusters Score -780539.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -780541.000000 Penalty: 4599.005371
	Iteration 29Q: 3 clusters Score -780541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -780541.875000 Penalty: 4599.005371
	Iteration 30Q: 3 clusters Score -780541.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -780542.062500 Penalty: 4599.005371
	Iteration 31Q: 3 clusters Score -780542.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -780542.500000 Penalty: 4599.005371
	Iteration 32Q: 3 clusters Score -780542.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -780542.437500 Penalty: 4599.005371
	Iteration 33Q: 3 clusters Score -780542.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -780543.625000 Penalty: 4599.005371
	Iteration 34Q: 3 clusters Score -780543.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -780543.625000 Penalty: 4599.005371
	Iteration 35F: 3 clusters Score -780543.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (36974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36974 members 
Entering Unmasked Estep 
Score: -2881633.500000 Penalty: 2608.456543
	Iteration 0F: 2 clusters Score -2881634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18483 members 
Mstep: Class 2 contains 18491 members 
Entering Unmasked Estep 
Score: -2856376.750000 Penalty: 5216.913086
	Iteration 0F: 3 clusters Score -2856377 nChanged 16974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18663 members 
Mstep: Class 2 contains 18311 members 
Entering Unmasked Estep 
Score: -2865986.750000 Penalty: 5216.913086
	Iteration 1F: 3 clusters Score -2865987 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18790 members 
Mstep: Class 2 contains 18184 members 
Entering Unmasked Estep 
Score: -2866960.250000 Penalty: 5216.913086
	Iteration 2F: 3 clusters Score -2866960 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19095 members 
Mstep: Class 2 contains 17879 members 
Entering Unmasked Estep 
Score: -2868208.250000 Penalty: 5216.913086
	Iteration 3F: 3 clusters Score -2868208 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19539 members 
Mstep: Class 2 contains 17435 members 
Entering Unmasked Estep 
Score: -2869717.500000 Penalty: 5216.913086
	Iteration 4F: 3 clusters Score -2869718 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20050 members 
Mstep: Class 2 contains 16924 members 
Entering Unmasked Estep 
Score: -2871234.000000 Penalty: 5216.913086
	Iteration 5F: 3 clusters Score -2871234 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20606 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -2872609.500000 Penalty: 5216.913086
	Iteration 6F: 3 clusters Score -2872610 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21085 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
Score: -2873624.750000 Penalty: 5216.913086
	Iteration 7F: 3 clusters Score -2873625 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21412 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
Score: -2874409.000000 Penalty: 5216.913086
	Iteration 8Q: 3 clusters Score -2874409 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21640 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -2874988.250000 Penalty: 5216.913086
	Iteration 9Q: 3 clusters Score -2874988 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21786 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
Score: -2875447.250000 Penalty: 5216.913086
	Iteration 10Q: 3 clusters Score -2875447 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21859 members 
Mstep: Class 2 contains 15115 members 
Entering Unmasked Estep 
Score: -2875801.250000 Penalty: 5216.913086
	Iteration 11Q: 3 clusters Score -2875801 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21918 members 
Mstep: Class 2 contains 15056 members 
Entering Unmasked Estep 
Score: -2876035.000000 Penalty: 5216.913086
	Iteration 12Q: 3 clusters Score -2876035 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22005 members 
Mstep: Class 2 contains 14969 members 
Entering Unmasked Estep 
Score: -2876204.250000 Penalty: 5216.913086
	Iteration 13Q: 3 clusters Score -2876204 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22128 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -2876297.500000 Penalty: 5216.913086
	Iteration 14Q: 3 clusters Score -2876298 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22249 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -2876410.750000 Penalty: 5216.913086
	Iteration 15Q: 3 clusters Score -2876411 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22406 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -2876493.500000 Penalty: 5216.913086
	Iteration 16Q: 3 clusters Score -2876494 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22551 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -2876582.500000 Penalty: 5216.913086
	Iteration 17Q: 3 clusters Score -2876582 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22693 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -2876630.750000 Penalty: 5216.913086
	Iteration 18Q: 3 clusters Score -2876631 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22857 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -2876689.000000 Penalty: 5216.913086
	Iteration 19Q: 3 clusters Score -2876689 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23033 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -2876753.500000 Penalty: 5216.913086
	Iteration 20F: 3 clusters Score -2876754 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23235 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -2876804.750000 Penalty: 5216.913086
	Iteration 21Q: 3 clusters Score -2876805 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23401 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -2876845.250000 Penalty: 5216.913086
	Iteration 22Q: 3 clusters Score -2876845 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23576 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -2876900.500000 Penalty: 5216.913086
	Iteration 23Q: 3 clusters Score -2876900 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23756 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -2876953.000000 Penalty: 5216.913086
	Iteration 24Q: 3 clusters Score -2876953 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23924 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -2876983.000000 Penalty: 5216.913086
	Iteration 25Q: 3 clusters Score -2876983 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24087 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -2877017.000000 Penalty: 5216.913086
	Iteration 26Q: 3 clusters Score -2877017 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24241 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -2877052.750000 Penalty: 5216.913086
	Iteration 27Q: 3 clusters Score -2877053 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24385 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -2877086.750000 Penalty: 5216.913086
	Iteration 28Q: 3 clusters Score -2877087 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24532 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -2877100.750000 Penalty: 5216.913086
	Iteration 29Q: 3 clusters Score -2877101 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24697 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -2877133.000000 Penalty: 5216.913086
	Iteration 30Q: 3 clusters Score -2877133 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24857 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -2877145.000000 Penalty: 5216.913086
	Iteration 31Q: 3 clusters Score -2877145 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25008 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -2877167.500000 Penalty: 5216.913086
	Iteration 32Q: 3 clusters Score -2877168 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25169 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -2877199.500000 Penalty: 5216.913086
	Iteration 33Q: 3 clusters Score -2877200 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25329 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -2877229.250000 Penalty: 5216.913086
	Iteration 34Q: 3 clusters Score -2877229 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25475 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -2877242.500000 Penalty: 5216.913086
	Iteration 35Q: 3 clusters Score -2877242 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25622 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -2877272.250000 Penalty: 5216.913086
	Iteration 36Q: 3 clusters Score -2877272 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25776 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -2877288.250000 Penalty: 5216.913086
	Iteration 37Q: 3 clusters Score -2877288 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25938 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -2877307.500000 Penalty: 5216.913086
	Iteration 38Q: 3 clusters Score -2877308 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26098 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -2877329.000000 Penalty: 5216.913086
	Iteration 39Q: 3 clusters Score -2877329 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26258 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -2877346.000000 Penalty: 5216.913086
	Iteration 40F: 3 clusters Score -2877346 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26415 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -2877359.000000 Penalty: 5216.913086
	Iteration 41Q: 3 clusters Score -2877359 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26577 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -2877393.250000 Penalty: 5216.913086
	Iteration 42Q: 3 clusters Score -2877393 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26746 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -2877433.750000 Penalty: 5216.913086
	Iteration 43Q: 3 clusters Score -2877434 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26934 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -2877453.750000 Penalty: 5216.913086
	Iteration 44Q: 3 clusters Score -2877454 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27142 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -2877498.250000 Penalty: 5216.913086
	Iteration 45Q: 3 clusters Score -2877498 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27351 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -2877540.500000 Penalty: 5216.913086
	Iteration 46Q: 3 clusters Score -2877540 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27576 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -2877570.250000 Penalty: 5216.913086
	Iteration 47Q: 3 clusters Score -2877570 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27820 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -2877627.250000 Penalty: 5216.913086
	Iteration 48Q: 3 clusters Score -2877627 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28093 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -2877715.250000 Penalty: 5216.913086
	Iteration 49Q: 3 clusters Score -2877715 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28393 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -2877802.500000 Penalty: 5216.913086
	Iteration 50Q: 3 clusters Score -2877802 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28707 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -2877934.000000 Penalty: 5216.913086
	Iteration 51Q: 3 clusters Score -2877934 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29066 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -2878103.500000 Penalty: 5216.913086
	Iteration 52Q: 3 clusters Score -2878104 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29424 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -2878277.000000 Penalty: 5216.913086
	Iteration 53Q: 3 clusters Score -2878277 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29798 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -2878490.000000 Penalty: 5216.913086
	Iteration 54Q: 3 clusters Score -2878490 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30150 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -2878697.500000 Penalty: 5216.913086
	Iteration 55Q: 3 clusters Score -2878698 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30481 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -2878879.750000 Penalty: 5216.913086
	Iteration 56Q: 3 clusters Score -2878880 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30810 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -2879102.750000 Penalty: 5216.913086
	Iteration 57Q: 3 clusters Score -2879103 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31121 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -2879273.250000 Penalty: 5216.913086
	Iteration 58Q: 3 clusters Score -2879273 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31413 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -2879460.750000 Penalty: 5216.913086
	Iteration 59Q: 3 clusters Score -2879461 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31667 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -2879624.500000 Penalty: 5216.913086
	Iteration 60F: 3 clusters Score -2879624 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31914 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -2879767.000000 Penalty: 5216.913086
	Iteration 61Q: 3 clusters Score -2879767 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32145 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -2879889.250000 Penalty: 5216.913086
	Iteration 62Q: 3 clusters Score -2879889 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32339 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -2879969.000000 Penalty: 5216.913086
	Iteration 63Q: 3 clusters Score -2879969 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32484 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -2880014.500000 Penalty: 5216.913086
	Iteration 64Q: 3 clusters Score -2880014 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32596 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -2880050.750000 Penalty: 5216.913086
	Iteration 65Q: 3 clusters Score -2880051 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32707 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -2880092.500000 Penalty: 5216.913086
	Iteration 66Q: 3 clusters Score -2880092 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32809 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -2880116.500000 Penalty: 5216.913086
	Iteration 67Q: 3 clusters Score -2880116 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32898 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -2880148.750000 Penalty: 5216.913086
	Iteration 68Q: 3 clusters Score -2880149 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32993 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -2880177.750000 Penalty: 5216.913086
	Iteration 69Q: 3 clusters Score -2880178 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33077 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -2880205.250000 Penalty: 5216.913086
	Iteration 70Q: 3 clusters Score -2880205 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33156 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -2880228.500000 Penalty: 5216.913086
	Iteration 71Q: 3 clusters Score -2880228 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33229 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -2880243.500000 Penalty: 5216.913086
	Iteration 72Q: 3 clusters Score -2880244 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33299 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -2880260.250000 Penalty: 5216.913086
	Iteration 73Q: 3 clusters Score -2880260 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33366 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -2880288.000000 Penalty: 5216.913086
	Iteration 74Q: 3 clusters Score -2880288 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33424 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -2880281.750000 Penalty: 5216.913086
	Iteration 75Q: 3 clusters Score -2880282 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33479 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -2880288.500000 Penalty: 5216.913086
	Iteration 76Q: 3 clusters Score -2880288 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33524 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -2880297.750000 Penalty: 5216.913086
	Iteration 77Q: 3 clusters Score -2880298 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33565 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -2880303.250000 Penalty: 5216.913086
	Iteration 78Q: 3 clusters Score -2880303 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33607 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -2880317.500000 Penalty: 5216.913086
	Iteration 79Q: 3 clusters Score -2880318 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33649 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -2880325.250000 Penalty: 5216.913086
	Iteration 80F: 3 clusters Score -2880325 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33685 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -2880325.500000 Penalty: 5216.913086
	Iteration 81Q: 3 clusters Score -2880326 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33721 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -2880331.000000 Penalty: 5216.913086
	Iteration 82Q: 3 clusters Score -2880331 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33743 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -2880336.750000 Penalty: 5216.913086
	Iteration 83Q: 3 clusters Score -2880337 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33759 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -2880327.750000 Penalty: 5216.913086
	Iteration 84Q: 3 clusters Score -2880328 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33780 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -2880332.250000 Penalty: 5216.913086
	Iteration 85Q: 3 clusters Score -2880332 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33803 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -2880335.750000 Penalty: 5216.913086
	Iteration 86Q: 3 clusters Score -2880336 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33824 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -2880340.750000 Penalty: 5216.913086
	Iteration 87Q: 3 clusters Score -2880341 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33847 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -2880343.250000 Penalty: 5216.913086
	Iteration 88Q: 3 clusters Score -2880343 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33865 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -2880350.750000 Penalty: 5216.913086
	Iteration 89Q: 3 clusters Score -2880351 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33873 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -2880348.000000 Penalty: 5216.913086
	Iteration 90Q: 3 clusters Score -2880348 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33884 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -2880352.250000 Penalty: 5216.913086
	Iteration 91Q: 3 clusters Score -2880352 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33897 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -2880353.750000 Penalty: 5216.913086
	Iteration 92Q: 3 clusters Score -2880354 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33913 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -2880357.250000 Penalty: 5216.913086
	Iteration 93Q: 3 clusters Score -2880357 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33921 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -2880359.000000 Penalty: 5216.913086
	Iteration 94Q: 3 clusters Score -2880359 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33929 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -2880356.250000 Penalty: 5216.913086
	Iteration 95Q: 3 clusters Score -2880356 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33942 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -2880356.750000 Penalty: 5216.913086
	Iteration 96Q: 3 clusters Score -2880357 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33955 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -2880368.250000 Penalty: 5216.913086
	Iteration 97Q: 3 clusters Score -2880368 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33972 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -2880370.750000 Penalty: 5216.913086
	Iteration 98Q: 3 clusters Score -2880371 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33993 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -2880371.750000 Penalty: 5216.913086
	Iteration 99Q: 3 clusters Score -2880372 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34008 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -2880373.500000 Penalty: 5216.913086
	Iteration 100F: 3 clusters Score -2880374 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34017 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -2880369.250000 Penalty: 5216.913086
	Iteration 101Q: 3 clusters Score -2880369 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34028 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -2880382.750000 Penalty: 5216.913086
	Iteration 102Q: 3 clusters Score -2880383 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34038 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -2880381.500000 Penalty: 5216.913086
	Iteration 103Q: 3 clusters Score -2880382 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34048 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -2880381.000000 Penalty: 5216.913086
	Iteration 104Q: 3 clusters Score -2880381 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34054 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -2880381.250000 Penalty: 5216.913086
	Iteration 105Q: 3 clusters Score -2880381 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34062 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -2880385.750000 Penalty: 5216.913086
	Iteration 106Q: 3 clusters Score -2880386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34066 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -2880388.000000 Penalty: 5216.913086
	Iteration 107Q: 3 clusters Score -2880388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34070 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -2880389.750000 Penalty: 5216.913086
	Iteration 108Q: 3 clusters Score -2880390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34073 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -2880393.250000 Penalty: 5216.913086
	Iteration 109Q: 3 clusters Score -2880393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34076 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -2880390.250000 Penalty: 5216.913086
	Iteration 110Q: 3 clusters Score -2880390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34076 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -2880390.250000 Penalty: 5216.913086
	Iteration 111F: 3 clusters Score -2880390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Entering Unmasked Estep 
Score: -272539.187500 Penalty: 2025.854980
	Iteration 0F: 2 clusters Score -272539.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -268850.343750 Penalty: 4051.709961
	Iteration 0F: 3 clusters Score -268850.3 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -269611.500000 Penalty: 4051.709961
	Iteration 1F: 3 clusters Score -269611.5 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -269801.968750 Penalty: 4051.709961
	Iteration 2F: 3 clusters Score -269802 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -269924.906250 Penalty: 4051.709961
	Iteration 3F: 3 clusters Score -269924.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -269986.281250 Penalty: 4051.709961
	Iteration 4Q: 3 clusters Score -269986.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -270033.687500 Penalty: 4051.709961
	Iteration 5Q: 3 clusters Score -270033.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -270059.468750 Penalty: 4051.709961
	Iteration 6Q: 3 clusters Score -270059.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -270088.218750 Penalty: 4051.709961
	Iteration 7Q: 3 clusters Score -270088.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -270113.031250 Penalty: 4051.709961
	Iteration 8Q: 3 clusters Score -270113 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -270131.906250 Penalty: 4051.709961
	Iteration 9Q: 3 clusters Score -270131.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -270142.750000 Penalty: 4051.709961
	Iteration 10Q: 3 clusters Score -270142.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -270151.156250 Penalty: 4051.709961
	Iteration 11Q: 3 clusters Score -270151.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -270159.000000 Penalty: 4051.709961
	Iteration 12Q: 3 clusters Score -270159 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -270169.625000 Penalty: 4051.709961
	Iteration 13Q: 3 clusters Score -270169.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -270182.906250 Penalty: 4051.709961
	Iteration 14Q: 3 clusters Score -270182.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -270191.781250 Penalty: 4051.709961
	Iteration 15Q: 3 clusters Score -270191.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -270202.593750 Penalty: 4051.709961
	Iteration 16Q: 3 clusters Score -270202.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -270207.750000 Penalty: 4051.709961
	Iteration 17Q: 3 clusters Score -270207.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -270212.875000 Penalty: 4051.709961
	Iteration 18Q: 3 clusters Score -270212.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -270216.843750 Penalty: 4051.709961
	Iteration 19Q: 3 clusters Score -270216.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -270220.125000 Penalty: 4051.709961
	Iteration 20F: 3 clusters Score -270220.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -270222.093750 Penalty: 4051.709961
	Iteration 21Q: 3 clusters Score -270222.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -270224.656250 Penalty: 4051.709961
	Iteration 22Q: 3 clusters Score -270224.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -270227.343750 Penalty: 4051.709961
	Iteration 23Q: 3 clusters Score -270227.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -270228.187500 Penalty: 4051.709961
	Iteration 24Q: 3 clusters Score -270228.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -270229.093750 Penalty: 4051.709961
	Iteration 25Q: 3 clusters Score -270229.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -270230.562500 Penalty: 4051.709961
	Iteration 26Q: 3 clusters Score -270230.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -270231.500000 Penalty: 4051.709961
	Iteration 27Q: 3 clusters Score -270231.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -270233.406250 Penalty: 4051.709961
	Iteration 28Q: 3 clusters Score -270233.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -270236.562500 Penalty: 4051.709961
	Iteration 29Q: 3 clusters Score -270236.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -270240.906250 Penalty: 4051.709961
	Iteration 30Q: 3 clusters Score -270240.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -270245.750000 Penalty: 4051.709961
	Iteration 31Q: 3 clusters Score -270245.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -270252.406250 Penalty: 4051.709961
	Iteration 32Q: 3 clusters Score -270252.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -270259.750000 Penalty: 4051.709961
	Iteration 33Q: 3 clusters Score -270259.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -270264.562500 Penalty: 4051.709961
	Iteration 34Q: 3 clusters Score -270264.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -270277.125000 Penalty: 4051.709961
	Iteration 35Q: 3 clusters Score -270277.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -270292.187500 Penalty: 4051.709961
	Iteration 36Q: 3 clusters Score -270292.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -270300.812500 Penalty: 4051.709961
	Iteration 37Q: 3 clusters Score -270300.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -270310.968750 Penalty: 4051.709961
	Iteration 38Q: 3 clusters Score -270311 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -270320.718750 Penalty: 4051.709961
	Iteration 39Q: 3 clusters Score -270320.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -270329.906250 Penalty: 4051.709961
	Iteration 40F: 3 clusters Score -270329.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -270343.750000 Penalty: 4051.709961
	Iteration 41Q: 3 clusters Score -270343.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -270355.937500 Penalty: 4051.709961
	Iteration 42Q: 3 clusters Score -270355.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -270368.625000 Penalty: 4051.709961
	Iteration 43Q: 3 clusters Score -270368.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -270380.218750 Penalty: 4051.709961
	Iteration 44Q: 3 clusters Score -270380.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -270386.031250 Penalty: 4051.709961
	Iteration 45Q: 3 clusters Score -270386 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -270394.812500 Penalty: 4051.709961
	Iteration 46Q: 3 clusters Score -270394.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -270401.125000 Penalty: 4051.709961
	Iteration 47Q: 3 clusters Score -270401.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -270408.281250 Penalty: 4051.709961
	Iteration 48Q: 3 clusters Score -270408.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -270418.375000 Penalty: 4051.709961
	Iteration 49Q: 3 clusters Score -270418.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -270429.218750 Penalty: 4051.709961
	Iteration 50Q: 3 clusters Score -270429.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -270445.843750 Penalty: 4051.709961
	Iteration 51Q: 3 clusters Score -270445.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -270462.500000 Penalty: 4051.709961
	Iteration 52Q: 3 clusters Score -270462.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -270478.406250 Penalty: 4051.709961
	Iteration 53Q: 3 clusters Score -270478.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -270496.375000 Penalty: 4051.709961
	Iteration 54Q: 3 clusters Score -270496.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -270519.062500 Penalty: 4051.709961
	Iteration 55Q: 3 clusters Score -270519.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -270550.687500 Penalty: 4051.709961
	Iteration 56Q: 3 clusters Score -270550.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -270581.093750 Penalty: 4051.709961
	Iteration 57Q: 3 clusters Score -270581.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -270616.000000 Penalty: 4051.709961
	Iteration 58Q: 3 clusters Score -270616 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -270650.281250 Penalty: 4051.709961
	Iteration 59Q: 3 clusters Score -270650.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -270673.343750 Penalty: 4051.709961
	Iteration 60F: 3 clusters Score -270673.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -270691.812500 Penalty: 4051.709961
	Iteration 61Q: 3 clusters Score -270691.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -270709.375000 Penalty: 4051.709961
	Iteration 62Q: 3 clusters Score -270709.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -270724.750000 Penalty: 4051.709961
	Iteration 63Q: 3 clusters Score -270724.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -270742.343750 Penalty: 4051.709961
	Iteration 64Q: 3 clusters Score -270742.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -270765.187500 Penalty: 4051.709961
	Iteration 65Q: 3 clusters Score -270765.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -270786.968750 Penalty: 4051.709961
	Iteration 66Q: 3 clusters Score -270787 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -270806.218750 Penalty: 4051.709961
	Iteration 67Q: 3 clusters Score -270806.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -270817.187500 Penalty: 4051.709961
	Iteration 68Q: 3 clusters Score -270817.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -270830.781250 Penalty: 4051.709961
	Iteration 69Q: 3 clusters Score -270830.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -270845.593750 Penalty: 4051.709961
	Iteration 70Q: 3 clusters Score -270845.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -270854.781250 Penalty: 4051.709961
	Iteration 71Q: 3 clusters Score -270854.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -270864.875000 Penalty: 4051.709961
	Iteration 72Q: 3 clusters Score -270864.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -270874.750000 Penalty: 4051.709961
	Iteration 73Q: 3 clusters Score -270874.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -270887.343750 Penalty: 4051.709961
	Iteration 74Q: 3 clusters Score -270887.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -270900.218750 Penalty: 4051.709961
	Iteration 75Q: 3 clusters Score -270900.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -270903.812500 Penalty: 4051.709961
	Iteration 76Q: 3 clusters Score -270903.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -270904.218750 Penalty: 4051.709961
	Iteration 77Q: 3 clusters Score -270904.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -270904.718750 Penalty: 4051.709961
	Iteration 78Q: 3 clusters Score -270904.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -270905.687500 Penalty: 4051.709961
	Iteration 79Q: 3 clusters Score -270905.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -270908.437500 Penalty: 4051.709961
	Iteration 80F: 3 clusters Score -270908.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -270910.031250 Penalty: 4051.709961
	Iteration 81Q: 3 clusters Score -270910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -270911.343750 Penalty: 4051.709961
	Iteration 82Q: 3 clusters Score -270911.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -270912.187500 Penalty: 4051.709961
	Iteration 83Q: 3 clusters Score -270912.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -270914.125000 Penalty: 4051.709961
	Iteration 84Q: 3 clusters Score -270914.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -270915.906250 Penalty: 4051.709961
	Iteration 85Q: 3 clusters Score -270915.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -270916.593750 Penalty: 4051.709961
	Iteration 86Q: 3 clusters Score -270916.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -270917.156250 Penalty: 4051.709961
	Iteration 87Q: 3 clusters Score -270917.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -270918.687500 Penalty: 4051.709961
	Iteration 88Q: 3 clusters Score -270918.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -270920.093750 Penalty: 4051.709961
	Iteration 89Q: 3 clusters Score -270920.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -270921.125000 Penalty: 4051.709961
	Iteration 90Q: 3 clusters Score -270921.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -270922.343750 Penalty: 4051.709961
	Iteration 91Q: 3 clusters Score -270922.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -270923.343750 Penalty: 4051.709961
	Iteration 92Q: 3 clusters Score -270923.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -270924.062500 Penalty: 4051.709961
	Iteration 93Q: 3 clusters Score -270924.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -270927.187500 Penalty: 4051.709961
	Iteration 94Q: 3 clusters Score -270927.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -270929.000000 Penalty: 4051.709961
	Iteration 95Q: 3 clusters Score -270929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -270929.593750 Penalty: 4051.709961
	Iteration 96Q: 3 clusters Score -270929.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -270930.656250 Penalty: 4051.709961
	Iteration 97Q: 3 clusters Score -270930.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -270934.156250 Penalty: 4051.709961
	Iteration 98Q: 3 clusters Score -270934.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -270938.187500 Penalty: 4051.709961
	Iteration 99Q: 3 clusters Score -270938.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -270942.687500 Penalty: 4051.709961
	Iteration 100F: 3 clusters Score -270942.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -270943.750000 Penalty: 4051.709961
	Iteration 101Q: 3 clusters Score -270943.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -270945.000000 Penalty: 4051.709961
	Iteration 102Q: 3 clusters Score -270945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -270947.000000 Penalty: 4051.709961
	Iteration 103Q: 3 clusters Score -270947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -270948.750000 Penalty: 4051.709961
	Iteration 104Q: 3 clusters Score -270948.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -270949.156250 Penalty: 4051.709961
	Iteration 105Q: 3 clusters Score -270949.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -270949.968750 Penalty: 4051.709961
	Iteration 106Q: 3 clusters Score -270950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -270950.687500 Penalty: 4051.709961
	Iteration 107Q: 3 clusters Score -270950.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -270951.406250 Penalty: 4051.709961
	Iteration 108Q: 3 clusters Score -270951.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -270951.406250 Penalty: 4051.709961
	Iteration 109F: 3 clusters Score -270951.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (18574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18574 members 
Entering Unmasked Estep 
Score: -1319931.125000 Penalty: 2437.720459
	Iteration 0F: 2 clusters Score -1319931 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -1306755.500000 Penalty: 4875.440918
	Iteration 0F: 3 clusters Score -1306756 nChanged 8142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -1311238.875000 Penalty: 4875.440918
	Iteration 1F: 3 clusters Score -1311239 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -1311665.125000 Penalty: 4875.440918
	Iteration 2F: 3 clusters Score -1311665 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -1311998.000000 Penalty: 4875.440918
	Iteration 3Q: 3 clusters Score -1311998 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -1312301.250000 Penalty: 4875.440918
	Iteration 4Q: 3 clusters Score -1312301 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -1312580.875000 Penalty: 4875.440918
	Iteration 5Q: 3 clusters Score -1312581 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -1312880.500000 Penalty: 4875.440918
	Iteration 6Q: 3 clusters Score -1312880 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -1313209.250000 Penalty: 4875.440918
	Iteration 7Q: 3 clusters Score -1313209 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -1313504.125000 Penalty: 4875.440918
	Iteration 8Q: 3 clusters Score -1313504 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -1313823.375000 Penalty: 4875.440918
	Iteration 9Q: 3 clusters Score -1313823 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -1314209.875000 Penalty: 4875.440918
	Iteration 10Q: 3 clusters Score -1314210 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -1314664.000000 Penalty: 4875.440918
	Iteration 11Q: 3 clusters Score -1314664 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -1315192.125000 Penalty: 4875.440918
	Iteration 12Q: 3 clusters Score -1315192 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -1315757.000000 Penalty: 4875.440918
	Iteration 13Q: 3 clusters Score -1315757 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -1316285.250000 Penalty: 4875.440918
	Iteration 14Q: 3 clusters Score -1316285 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -1316711.125000 Penalty: 4875.440918
	Iteration 15Q: 3 clusters Score -1316711 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -1317068.000000 Penalty: 4875.440918
	Iteration 16Q: 3 clusters Score -1317068 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -1317420.250000 Penalty: 4875.440918
	Iteration 17Q: 3 clusters Score -1317420 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -1317714.500000 Penalty: 4875.440918
	Iteration 18Q: 3 clusters Score -1317714 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -1317865.625000 Penalty: 4875.440918
	Iteration 19Q: 3 clusters Score -1317866 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
Score: -1317982.250000 Penalty: 4875.440918
	Iteration 20F: 3 clusters Score -1317982 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -1318099.125000 Penalty: 4875.440918
	Iteration 21Q: 3 clusters Score -1318099 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 15812 members 
Entering Unmasked Estep 
Score: -1318171.000000 Penalty: 4875.440918
	Iteration 22Q: 3 clusters Score -1318171 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -1318235.000000 Penalty: 4875.440918
	Iteration 23Q: 3 clusters Score -1318235 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 16064 members 
Entering Unmasked Estep 
Score: -1318289.375000 Penalty: 4875.440918
	Iteration 24Q: 3 clusters Score -1318289 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
Score: -1318336.000000 Penalty: 4875.440918
	Iteration 25Q: 3 clusters Score -1318336 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 16257 members 
Entering Unmasked Estep 
Score: -1318373.000000 Penalty: 4875.440918
	Iteration 26Q: 3 clusters Score -1318373 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 16312 members 
Entering Unmasked Estep 
Score: -1318390.500000 Penalty: 4875.440918
	Iteration 27Q: 3 clusters Score -1318390 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -1318398.875000 Penalty: 4875.440918
	Iteration 28Q: 3 clusters Score -1318399 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 16391 members 
Entering Unmasked Estep 
Score: -1318409.000000 Penalty: 4875.440918
	Iteration 29Q: 3 clusters Score -1318409 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -1318417.875000 Penalty: 4875.440918
	Iteration 30Q: 3 clusters Score -1318418 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 16451 members 
Entering Unmasked Estep 
Score: -1318428.250000 Penalty: 4875.440918
	Iteration 31Q: 3 clusters Score -1318428 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -1318436.625000 Penalty: 4875.440918
	Iteration 32Q: 3 clusters Score -1318437 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
Score: -1318440.125000 Penalty: 4875.440918
	Iteration 33Q: 3 clusters Score -1318440 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
Score: -1318447.375000 Penalty: 4875.440918
	Iteration 34Q: 3 clusters Score -1318447 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 16526 members 
Entering Unmasked Estep 
Score: -1318449.875000 Penalty: 4875.440918
	Iteration 35Q: 3 clusters Score -1318450 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 16539 members 
Entering Unmasked Estep 
Score: -1318456.000000 Penalty: 4875.440918
	Iteration 36Q: 3 clusters Score -1318456 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 16552 members 
Entering Unmasked Estep 
Score: -1318460.500000 Penalty: 4875.440918
	Iteration 37Q: 3 clusters Score -1318460 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 16563 members 
Entering Unmasked Estep 
Score: -1318463.125000 Penalty: 4875.440918
	Iteration 38Q: 3 clusters Score -1318463 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 16574 members 
Entering Unmasked Estep 
Score: -1318464.625000 Penalty: 4875.440918
	Iteration 39Q: 3 clusters Score -1318465 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 16586 members 
Entering Unmasked Estep 
Score: -1318465.000000 Penalty: 4875.440918
	Iteration 40F: 3 clusters Score -1318465 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 16599 members 
Entering Unmasked Estep 
Score: -1318470.500000 Penalty: 4875.440918
	Iteration 41Q: 3 clusters Score -1318470 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
Score: -1318470.250000 Penalty: 4875.440918
	Iteration 42Q: 3 clusters Score -1318470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -1318471.625000 Penalty: 4875.440918
	Iteration 43Q: 3 clusters Score -1318472 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
Score: -1318474.250000 Penalty: 4875.440918
	Iteration 44Q: 3 clusters Score -1318474 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -1318478.000000 Penalty: 4875.440918
	Iteration 45Q: 3 clusters Score -1318478 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 16654 members 
Entering Unmasked Estep 
Score: -1318479.375000 Penalty: 4875.440918
	Iteration 46Q: 3 clusters Score -1318479 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 16662 members 
Entering Unmasked Estep 
Score: -1318481.500000 Penalty: 4875.440918
	Iteration 47Q: 3 clusters Score -1318482 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 16678 members 
Entering Unmasked Estep 
Score: -1318486.625000 Penalty: 4875.440918
	Iteration 48Q: 3 clusters Score -1318487 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 16690 members 
Entering Unmasked Estep 
Score: -1318491.125000 Penalty: 4875.440918
	Iteration 49Q: 3 clusters Score -1318491 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 16700 members 
Entering Unmasked Estep 
Score: -1318489.375000 Penalty: 4875.440918
	Iteration 50Q: 3 clusters Score -1318489 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 16710 members 
Entering Unmasked Estep 
Score: -1318493.250000 Penalty: 4875.440918
	Iteration 51Q: 3 clusters Score -1318493 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 16718 members 
Entering Unmasked Estep 
Score: -1318496.625000 Penalty: 4875.440918
	Iteration 52Q: 3 clusters Score -1318497 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 16730 members 
Entering Unmasked Estep 
Score: -1318500.625000 Penalty: 4875.440918
	Iteration 53Q: 3 clusters Score -1318501 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 16736 members 
Entering Unmasked Estep 
Score: -1318500.875000 Penalty: 4875.440918
	Iteration 54Q: 3 clusters Score -1318501 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 16739 members 
Entering Unmasked Estep 
Score: -1318501.750000 Penalty: 4875.440918
	Iteration 55Q: 3 clusters Score -1318502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 16741 members 
Entering Unmasked Estep 
Score: -1318502.125000 Penalty: 4875.440918
	Iteration 56Q: 3 clusters Score -1318502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 16745 members 
Entering Unmasked Estep 
Score: -1318503.750000 Penalty: 4875.440918
	Iteration 57Q: 3 clusters Score -1318504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 16753 members 
Entering Unmasked Estep 
Score: -1318509.750000 Penalty: 4875.440918
	Iteration 58Q: 3 clusters Score -1318510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 16756 members 
Entering Unmasked Estep 
Score: -1318509.875000 Penalty: 4875.440918
	Iteration 59Q: 3 clusters Score -1318510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -1318510.375000 Penalty: 4875.440918
	Iteration 60F: 3 clusters Score -1318510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 16764 members 
Entering Unmasked Estep 
Score: -1318511.250000 Penalty: 4875.440918
	Iteration 61Q: 3 clusters Score -1318511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 16765 members 
Entering Unmasked Estep 
Score: -1318511.000000 Penalty: 4875.440918
	Iteration 62Q: 3 clusters Score -1318511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -1318511.375000 Penalty: 4875.440918
	Iteration 63Q: 3 clusters Score -1318511 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 16770 members 
Entering Unmasked Estep 
Score: -1318510.875000 Penalty: 4875.440918
	Iteration 64Q: 3 clusters Score -1318511 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 16773 members 
Entering Unmasked Estep 
Score: -1318511.625000 Penalty: 4875.440918
	Iteration 65Q: 3 clusters Score -1318512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -1318512.875000 Penalty: 4875.440918
	Iteration 66Q: 3 clusters Score -1318513 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 16783 members 
Entering Unmasked Estep 
Score: -1318514.500000 Penalty: 4875.440918
	Iteration 67Q: 3 clusters Score -1318514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 16788 members 
Entering Unmasked Estep 
Score: -1318513.250000 Penalty: 4875.440918
	Iteration 68Q: 3 clusters Score -1318513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
Score: -1318515.625000 Penalty: 4875.440918
	Iteration 69Q: 3 clusters Score -1318516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
Score: -1318515.625000 Penalty: 4875.440918
	Iteration 70F: 3 clusters Score -1318516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Entering Unmasked Estep 
Score: -735871.000000 Penalty: 2296.759766
	Iteration 0F: 2 clusters Score -735871 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -727887.062500 Penalty: 4593.519531
	Iteration 0F: 3 clusters Score -727887.1 nChanged 4356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -730378.562500 Penalty: 4593.519531
	Iteration 1F: 3 clusters Score -730378.6 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -730914.687500 Penalty: 4593.519531
	Iteration 2F: 3 clusters Score -730914.7 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -731352.500000 Penalty: 4593.519531
	Iteration 3F: 3 clusters Score -731352.5 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -731721.687500 Penalty: 4593.519531
	Iteration 4F: 3 clusters Score -731721.7 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -732034.562500 Penalty: 4593.519531
	Iteration 5Q: 3 clusters Score -732034.6 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -732312.000000 Penalty: 4593.519531
	Iteration 6Q: 3 clusters Score -732312 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -732618.125000 Penalty: 4593.519531
	Iteration 7Q: 3 clusters Score -732618.1 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -732928.687500 Penalty: 4593.519531
	Iteration 8Q: 3 clusters Score -732928.7 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -733239.375000 Penalty: 4593.519531
	Iteration 9Q: 3 clusters Score -733239.4 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -733540.812500 Penalty: 4593.519531
	Iteration 10Q: 3 clusters Score -733540.8 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -733820.500000 Penalty: 4593.519531
	Iteration 11Q: 3 clusters Score -733820.5 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -734071.312500 Penalty: 4593.519531
	Iteration 12Q: 3 clusters Score -734071.3 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -734289.375000 Penalty: 4593.519531
	Iteration 13Q: 3 clusters Score -734289.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -734469.750000 Penalty: 4593.519531
	Iteration 14Q: 3 clusters Score -734469.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -734622.187500 Penalty: 4593.519531
	Iteration 15Q: 3 clusters Score -734622.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -734734.062500 Penalty: 4593.519531
	Iteration 16Q: 3 clusters Score -734734.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -734808.625000 Penalty: 4593.519531
	Iteration 17Q: 3 clusters Score -734808.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -734865.187500 Penalty: 4593.519531
	Iteration 18Q: 3 clusters Score -734865.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -734903.750000 Penalty: 4593.519531
	Iteration 19Q: 3 clusters Score -734903.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -734940.812500 Penalty: 4593.519531
	Iteration 20F: 3 clusters Score -734940.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -734976.562500 Penalty: 4593.519531
	Iteration 21Q: 3 clusters Score -734976.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -735003.437500 Penalty: 4593.519531
	Iteration 22Q: 3 clusters Score -735003.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -735022.687500 Penalty: 4593.519531
	Iteration 23Q: 3 clusters Score -735022.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -735034.000000 Penalty: 4593.519531
	Iteration 24Q: 3 clusters Score -735034 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -735040.562500 Penalty: 4593.519531
	Iteration 25Q: 3 clusters Score -735040.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -735049.875000 Penalty: 4593.519531
	Iteration 26Q: 3 clusters Score -735049.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -735058.250000 Penalty: 4593.519531
	Iteration 27Q: 3 clusters Score -735058.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -735066.187500 Penalty: 4593.519531
	Iteration 28Q: 3 clusters Score -735066.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -735071.687500 Penalty: 4593.519531
	Iteration 29Q: 3 clusters Score -735071.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -735076.187500 Penalty: 4593.519531
	Iteration 30Q: 3 clusters Score -735076.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -735082.312500 Penalty: 4593.519531
	Iteration 31Q: 3 clusters Score -735082.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -735084.000000 Penalty: 4593.519531
	Iteration 32Q: 3 clusters Score -735084 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -735086.875000 Penalty: 4593.519531
	Iteration 33Q: 3 clusters Score -735086.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -735087.250000 Penalty: 4593.519531
	Iteration 34Q: 3 clusters Score -735087.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -735088.250000 Penalty: 4593.519531
	Iteration 35Q: 3 clusters Score -735088.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -735089.500000 Penalty: 4593.519531
	Iteration 36Q: 3 clusters Score -735089.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -735090.750000 Penalty: 4593.519531
	Iteration 37Q: 3 clusters Score -735090.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -735092.625000 Penalty: 4593.519531
	Iteration 38Q: 3 clusters Score -735092.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -735091.125000 Penalty: 4593.519531
	Iteration 39Q: 3 clusters Score -735091.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -735091.125000 Penalty: 4593.519531
	Iteration 40F: 3 clusters Score -735091.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Entering Unmasked Estep 
Score: -701447.625000 Penalty: 2255.236084
	Iteration 0F: 2 clusters Score -701447.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -694460.500000 Penalty: 4510.472168
	Iteration 0F: 3 clusters Score -694460.5 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -696614.375000 Penalty: 4510.472168
	Iteration 1F: 3 clusters Score -696614.4 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -696967.500000 Penalty: 4510.472168
	Iteration 2F: 3 clusters Score -696967.5 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -697205.250000 Penalty: 4510.472168
	Iteration 3F: 3 clusters Score -697205.2 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -697407.937500 Penalty: 4510.472168
	Iteration 4Q: 3 clusters Score -697407.9 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -697572.312500 Penalty: 4510.472168
	Iteration 5Q: 3 clusters Score -697572.3 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -697727.000000 Penalty: 4510.472168
	Iteration 6Q: 3 clusters Score -697727 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -697877.250000 Penalty: 4510.472168
	Iteration 7Q: 3 clusters Score -697877.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -697990.500000 Penalty: 4510.472168
	Iteration 8Q: 3 clusters Score -697990.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -698083.125000 Penalty: 4510.472168
	Iteration 9Q: 3 clusters Score -698083.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -698175.250000 Penalty: 4510.472168
	Iteration 10Q: 3 clusters Score -698175.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -698264.625000 Penalty: 4510.472168
	Iteration 11Q: 3 clusters Score -698264.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -698328.562500 Penalty: 4510.472168
	Iteration 12Q: 3 clusters Score -698328.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -698376.625000 Penalty: 4510.472168
	Iteration 13Q: 3 clusters Score -698376.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -698412.437500 Penalty: 4510.472168
	Iteration 14Q: 3 clusters Score -698412.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -698436.875000 Penalty: 4510.472168
	Iteration 15Q: 3 clusters Score -698436.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -698460.625000 Penalty: 4510.472168
	Iteration 16Q: 3 clusters Score -698460.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -698480.562500 Penalty: 4510.472168
	Iteration 17Q: 3 clusters Score -698480.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -698497.562500 Penalty: 4510.472168
	Iteration 18Q: 3 clusters Score -698497.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -698512.375000 Penalty: 4510.472168
	Iteration 19Q: 3 clusters Score -698512.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -698522.000000 Penalty: 4510.472168
	Iteration 20F: 3 clusters Score -698522 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -698530.687500 Penalty: 4510.472168
	Iteration 21Q: 3 clusters Score -698530.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -698537.750000 Penalty: 4510.472168
	Iteration 22Q: 3 clusters Score -698537.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -698547.812500 Penalty: 4510.472168
	Iteration 23Q: 3 clusters Score -698547.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -698556.750000 Penalty: 4510.472168
	Iteration 24Q: 3 clusters Score -698556.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -698561.125000 Penalty: 4510.472168
	Iteration 25Q: 3 clusters Score -698561.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -698562.500000 Penalty: 4510.472168
	Iteration 26Q: 3 clusters Score -698562.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -698565.812500 Penalty: 4510.472168
	Iteration 27Q: 3 clusters Score -698565.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -698568.812500 Penalty: 4510.472168
	Iteration 28Q: 3 clusters Score -698568.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -698569.875000 Penalty: 4510.472168
	Iteration 29Q: 3 clusters Score -698569.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -698573.687500 Penalty: 4510.472168
	Iteration 30Q: 3 clusters Score -698573.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -698573.000000 Penalty: 4510.472168
	Iteration 31Q: 3 clusters Score -698573 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -698575.625000 Penalty: 4510.472168
	Iteration 32Q: 3 clusters Score -698575.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -698576.500000 Penalty: 4510.472168
	Iteration 33Q: 3 clusters Score -698576.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -698579.062500 Penalty: 4510.472168
	Iteration 34Q: 3 clusters Score -698579.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -698581.625000 Penalty: 4510.472168
	Iteration 35Q: 3 clusters Score -698581.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -698580.437500 Penalty: 4510.472168
	Iteration 36Q: 3 clusters Score -698580.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -698584.000000 Penalty: 4510.472168
	Iteration 37Q: 3 clusters Score -698584 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -698586.187500 Penalty: 4510.472168
	Iteration 38Q: 3 clusters Score -698586.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -698586.437500 Penalty: 4510.472168
	Iteration 39Q: 3 clusters Score -698586.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -698590.437500 Penalty: 4510.472168
	Iteration 40F: 3 clusters Score -698590.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -698590.000000 Penalty: 4510.472168
	Iteration 41Q: 3 clusters Score -698590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -698591.437500 Penalty: 4510.472168
	Iteration 42Q: 3 clusters Score -698591.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -698593.250000 Penalty: 4510.472168
	Iteration 43Q: 3 clusters Score -698593.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -698596.437500 Penalty: 4510.472168
	Iteration 44Q: 3 clusters Score -698596.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -698595.750000 Penalty: 4510.472168
	Iteration 45Q: 3 clusters Score -698595.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -698601.875000 Penalty: 4510.472168
	Iteration 46Q: 3 clusters Score -698601.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -698602.875000 Penalty: 4510.472168
	Iteration 47Q: 3 clusters Score -698602.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -698604.375000 Penalty: 4510.472168
	Iteration 48Q: 3 clusters Score -698604.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -698604.312500 Penalty: 4510.472168
	Iteration 49Q: 3 clusters Score -698604.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -698606.562500 Penalty: 4510.472168
	Iteration 50Q: 3 clusters Score -698606.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -698607.125000 Penalty: 4510.472168
	Iteration 51Q: 3 clusters Score -698607.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -698609.687500 Penalty: 4510.472168
	Iteration 52Q: 3 clusters Score -698609.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -698612.062500 Penalty: 4510.472168
	Iteration 53Q: 3 clusters Score -698612.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -698613.500000 Penalty: 4510.472168
	Iteration 54Q: 3 clusters Score -698613.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -698613.687500 Penalty: 4510.472168
	Iteration 55Q: 3 clusters Score -698613.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -698616.187500 Penalty: 4510.472168
	Iteration 56Q: 3 clusters Score -698616.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -698617.125000 Penalty: 4510.472168
	Iteration 57Q: 3 clusters Score -698617.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -698617.187500 Penalty: 4510.472168
	Iteration 58Q: 3 clusters Score -698617.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -698617.250000 Penalty: 4510.472168
	Iteration 59Q: 3 clusters Score -698617.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -698617.250000 Penalty: 4510.472168
	Iteration 60F: 3 clusters Score -698617.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Entering Unmasked Estep 
Score: -419676.312500 Penalty: 2128.347168
	Iteration 0F: 2 clusters Score -419676.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -414963.750000 Penalty: 4256.694336
	Iteration 0F: 3 clusters Score -414963.8 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -416112.125000 Penalty: 4256.694336
	Iteration 1F: 3 clusters Score -416112.1 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -416354.187500 Penalty: 4256.694336
	Iteration 2F: 3 clusters Score -416354.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -416490.781250 Penalty: 4256.694336
	Iteration 3F: 3 clusters Score -416490.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -416575.781250 Penalty: 4256.694336
	Iteration 4Q: 3 clusters Score -416575.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -416634.343750 Penalty: 4256.694336
	Iteration 5Q: 3 clusters Score -416634.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -416688.375000 Penalty: 4256.694336
	Iteration 6Q: 3 clusters Score -416688.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -416739.187500 Penalty: 4256.694336
	Iteration 7Q: 3 clusters Score -416739.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -416787.125000 Penalty: 4256.694336
	Iteration 8Q: 3 clusters Score -416787.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -416839.593750 Penalty: 4256.694336
	Iteration 9Q: 3 clusters Score -416839.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -416893.937500 Penalty: 4256.694336
	Iteration 10Q: 3 clusters Score -416893.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -416956.187500 Penalty: 4256.694336
	Iteration 11Q: 3 clusters Score -416956.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -417007.812500 Penalty: 4256.694336
	Iteration 12Q: 3 clusters Score -417007.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -417056.250000 Penalty: 4256.694336
	Iteration 13Q: 3 clusters Score -417056.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -417105.718750 Penalty: 4256.694336
	Iteration 14Q: 3 clusters Score -417105.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -417163.906250 Penalty: 4256.694336
	Iteration 15Q: 3 clusters Score -417163.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -417231.656250 Penalty: 4256.694336
	Iteration 16Q: 3 clusters Score -417231.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -417289.531250 Penalty: 4256.694336
	Iteration 17Q: 3 clusters Score -417289.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -417341.750000 Penalty: 4256.694336
	Iteration 18Q: 3 clusters Score -417341.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -417392.187500 Penalty: 4256.694336
	Iteration 19Q: 3 clusters Score -417392.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -417441.500000 Penalty: 4256.694336
	Iteration 20F: 3 clusters Score -417441.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -417492.593750 Penalty: 4256.694336
	Iteration 21Q: 3 clusters Score -417492.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -417535.093750 Penalty: 4256.694336
	Iteration 22Q: 3 clusters Score -417535.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -417567.812500 Penalty: 4256.694336
	Iteration 23Q: 3 clusters Score -417567.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -417598.437500 Penalty: 4256.694336
	Iteration 24Q: 3 clusters Score -417598.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -417636.375000 Penalty: 4256.694336
	Iteration 25Q: 3 clusters Score -417636.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -417662.062500 Penalty: 4256.694336
	Iteration 26Q: 3 clusters Score -417662.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -417687.750000 Penalty: 4256.694336
	Iteration 27Q: 3 clusters Score -417687.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -417712.812500 Penalty: 4256.694336
	Iteration 28Q: 3 clusters Score -417712.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -417729.343750 Penalty: 4256.694336
	Iteration 29Q: 3 clusters Score -417729.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -417747.593750 Penalty: 4256.694336
	Iteration 30Q: 3 clusters Score -417747.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -417763.125000 Penalty: 4256.694336
	Iteration 31Q: 3 clusters Score -417763.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -417779.187500 Penalty: 4256.694336
	Iteration 32Q: 3 clusters Score -417779.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -417797.843750 Penalty: 4256.694336
	Iteration 33Q: 3 clusters Score -417797.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -417810.343750 Penalty: 4256.694336
	Iteration 34Q: 3 clusters Score -417810.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -417816.343750 Penalty: 4256.694336
	Iteration 35Q: 3 clusters Score -417816.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -417818.812500 Penalty: 4256.694336
	Iteration 36Q: 3 clusters Score -417818.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -417822.187500 Penalty: 4256.694336
	Iteration 37Q: 3 clusters Score -417822.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -417826.625000 Penalty: 4256.694336
	Iteration 38Q: 3 clusters Score -417826.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -417831.031250 Penalty: 4256.694336
	Iteration 39Q: 3 clusters Score -417831 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -417834.218750 Penalty: 4256.694336
	Iteration 40F: 3 clusters Score -417834.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -417838.593750 Penalty: 4256.694336
	Iteration 41Q: 3 clusters Score -417838.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -417840.250000 Penalty: 4256.694336
	Iteration 42Q: 3 clusters Score -417840.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -417842.718750 Penalty: 4256.694336
	Iteration 43Q: 3 clusters Score -417842.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -417845.468750 Penalty: 4256.694336
	Iteration 44Q: 3 clusters Score -417845.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -417847.750000 Penalty: 4256.694336
	Iteration 45Q: 3 clusters Score -417847.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -417855.906250 Penalty: 4256.694336
	Iteration 46Q: 3 clusters Score -417855.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -417870.406250 Penalty: 4256.694336
	Iteration 47Q: 3 clusters Score -417870.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -417877.718750 Penalty: 4256.694336
	Iteration 48Q: 3 clusters Score -417877.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -417880.906250 Penalty: 4256.694336
	Iteration 49Q: 3 clusters Score -417880.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -417884.437500 Penalty: 4256.694336
	Iteration 50Q: 3 clusters Score -417884.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -417889.093750 Penalty: 4256.694336
	Iteration 51Q: 3 clusters Score -417889.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -417891.500000 Penalty: 4256.694336
	Iteration 52Q: 3 clusters Score -417891.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -417891.500000 Penalty: 4256.694336
	Iteration 53F: 3 clusters Score -417891.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (29392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29392 members 
Entering Unmasked Estep 
Score: -2261729.500000 Penalty: 2551.542480
	Iteration 0F: 2 clusters Score -2261730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -2241552.500000 Penalty: 5103.084961
	Iteration 0F: 3 clusters Score -2241552 nChanged 13228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -2248826.250000 Penalty: 5103.084961
	Iteration 1F: 3 clusters Score -2248826 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15134 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -2249331.500000 Penalty: 5103.084961
	Iteration 2Q: 3 clusters Score -2249332 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -2249747.000000 Penalty: 5103.084961
	Iteration 3Q: 3 clusters Score -2249747 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15579 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -2250135.500000 Penalty: 5103.084961
	Iteration 4Q: 3 clusters Score -2250136 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15896 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -2250566.750000 Penalty: 5103.084961
	Iteration 5Q: 3 clusters Score -2250567 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16329 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -2251135.250000 Penalty: 5103.084961
	Iteration 6Q: 3 clusters Score -2251135 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16859 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -2251866.250000 Penalty: 5103.084961
	Iteration 7Q: 3 clusters Score -2251866 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17430 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -2252773.250000 Penalty: 5103.084961
	Iteration 8Q: 3 clusters Score -2252773 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18120 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -2253775.500000 Penalty: 5103.084961
	Iteration 9F: 3 clusters Score -2253776 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18973 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -2254769.500000 Penalty: 5103.084961
	Iteration 10F: 3 clusters Score -2254770 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19937 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -2255765.500000 Penalty: 5103.084961
	Iteration 11F: 3 clusters Score -2255766 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20915 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -2256731.250000 Penalty: 5103.084961
	Iteration 12Q: 3 clusters Score -2256731 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21793 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -2257544.000000 Penalty: 5103.084961
	Iteration 13Q: 3 clusters Score -2257544 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22635 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -2258305.000000 Penalty: 5103.084961
	Iteration 14Q: 3 clusters Score -2258305 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23372 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -2258916.250000 Penalty: 5103.084961
	Iteration 15Q: 3 clusters Score -2258916 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23991 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -2259384.250000 Penalty: 5103.084961
	Iteration 16Q: 3 clusters Score -2259384 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24518 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -2259779.250000 Penalty: 5103.084961
	Iteration 17Q: 3 clusters Score -2259779 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24963 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -2260076.750000 Penalty: 5103.084961
	Iteration 18Q: 3 clusters Score -2260077 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25325 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -2260322.250000 Penalty: 5103.084961
	Iteration 19Q: 3 clusters Score -2260322 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25619 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -2260503.250000 Penalty: 5103.084961
	Iteration 20F: 3 clusters Score -2260503 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25866 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -2260642.500000 Penalty: 5103.084961
	Iteration 21Q: 3 clusters Score -2260642 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26072 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -2260733.250000 Penalty: 5103.084961
	Iteration 22Q: 3 clusters Score -2260733 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26237 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -2260847.000000 Penalty: 5103.084961
	Iteration 23Q: 3 clusters Score -2260847 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26395 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -2260927.500000 Penalty: 5103.084961
	Iteration 24Q: 3 clusters Score -2260928 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26521 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -2260991.250000 Penalty: 5103.084961
	Iteration 25Q: 3 clusters Score -2260991 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26619 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -2261031.750000 Penalty: 5103.084961
	Iteration 26Q: 3 clusters Score -2261032 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26707 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -2261072.500000 Penalty: 5103.084961
	Iteration 27Q: 3 clusters Score -2261072 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26781 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -2261091.000000 Penalty: 5103.084961
	Iteration 28Q: 3 clusters Score -2261091 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26847 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -2261112.250000 Penalty: 5103.084961
	Iteration 29Q: 3 clusters Score -2261112 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26895 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -2261121.750000 Penalty: 5103.084961
	Iteration 30Q: 3 clusters Score -2261122 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26938 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -2261127.750000 Penalty: 5103.084961
	Iteration 31Q: 3 clusters Score -2261128 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26969 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -2261141.750000 Penalty: 5103.084961
	Iteration 32Q: 3 clusters Score -2261142 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26988 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -2261143.500000 Penalty: 5103.084961
	Iteration 33Q: 3 clusters Score -2261144 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27007 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -2261145.750000 Penalty: 5103.084961
	Iteration 34Q: 3 clusters Score -2261146 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27022 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -2261148.500000 Penalty: 5103.084961
	Iteration 35Q: 3 clusters Score -2261148 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27035 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -2261151.250000 Penalty: 5103.084961
	Iteration 36Q: 3 clusters Score -2261151 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27046 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -2261156.750000 Penalty: 5103.084961
	Iteration 37Q: 3 clusters Score -2261157 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27055 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -2261162.000000 Penalty: 5103.084961
	Iteration 38Q: 3 clusters Score -2261162 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27065 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -2261160.500000 Penalty: 5103.084961
	Iteration 39Q: 3 clusters Score -2261160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27071 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -2261164.250000 Penalty: 5103.084961
	Iteration 40F: 3 clusters Score -2261164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27078 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -2261169.000000 Penalty: 5103.084961
	Iteration 41Q: 3 clusters Score -2261169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27081 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -2261171.000000 Penalty: 5103.084961
	Iteration 42Q: 3 clusters Score -2261171 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27081 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -2261171.000000 Penalty: 5103.084961
	Iteration 43F: 3 clusters Score -2261171 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (25022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25022 members 
Entering Unmasked Estep 
Score: -1970481.750000 Penalty: 2511.622803
	Iteration 0F: 2 clusters Score -1970482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -1953263.000000 Penalty: 5023.245605
	Iteration 0F: 3 clusters Score -1953263 nChanged 11165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -1959344.250000 Penalty: 5023.245605
	Iteration 1F: 3 clusters Score -1959344 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -1960112.125000 Penalty: 5023.245605
	Iteration 2F: 3 clusters Score -1960112 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -1960976.625000 Penalty: 5023.245605
	Iteration 3F: 3 clusters Score -1960977 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -1961948.875000 Penalty: 5023.245605
	Iteration 4F: 3 clusters Score -1961949 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 16474 members 
Entering Unmasked Estep 
Score: -1963080.875000 Penalty: 5023.245605
	Iteration 5F: 3 clusters Score -1963081 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 17871 members 
Entering Unmasked Estep 
Score: -1964383.000000 Penalty: 5023.245605
	Iteration 6F: 3 clusters Score -1964383 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 19260 members 
Entering Unmasked Estep 
Score: -1965737.250000 Penalty: 5023.245605
	Iteration 7F: 3 clusters Score -1965737 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 20507 members 
Entering Unmasked Estep 
Score: -1967000.250000 Penalty: 5023.245605
	Iteration 8F: 3 clusters Score -1967000 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 21437 members 
Entering Unmasked Estep 
Score: -1967890.375000 Penalty: 5023.245605
	Iteration 9Q: 3 clusters Score -1967890 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 22051 members 
Entering Unmasked Estep 
Score: -1968422.875000 Penalty: 5023.245605
	Iteration 10Q: 3 clusters Score -1968423 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 22514 members 
Entering Unmasked Estep 
Score: -1968804.000000 Penalty: 5023.245605
	Iteration 11Q: 3 clusters Score -1968804 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 22888 members 
Entering Unmasked Estep 
Score: -1969131.500000 Penalty: 5023.245605
	Iteration 12Q: 3 clusters Score -1969132 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 23156 members 
Entering Unmasked Estep 
Score: -1969354.500000 Penalty: 5023.245605
	Iteration 13Q: 3 clusters Score -1969354 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 23319 members 
Entering Unmasked Estep 
Score: -1969504.875000 Penalty: 5023.245605
	Iteration 14Q: 3 clusters Score -1969505 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 23451 members 
Entering Unmasked Estep 
Score: -1969623.125000 Penalty: 5023.245605
	Iteration 15Q: 3 clusters Score -1969623 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 23561 members 
Entering Unmasked Estep 
Score: -1969720.375000 Penalty: 5023.245605
	Iteration 16Q: 3 clusters Score -1969720 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 23651 members 
Entering Unmasked Estep 
Score: -1969797.250000 Penalty: 5023.245605
	Iteration 17Q: 3 clusters Score -1969797 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 23735 members 
Entering Unmasked Estep 
Score: -1969889.750000 Penalty: 5023.245605
	Iteration 18Q: 3 clusters Score -1969890 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 23796 members 
Entering Unmasked Estep 
Score: -1969963.750000 Penalty: 5023.245605
	Iteration 19Q: 3 clusters Score -1969964 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 23851 members 
Entering Unmasked Estep 
Score: -1970052.000000 Penalty: 5023.245605
	Iteration 20F: 3 clusters Score -1970052 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 23886 members 
Entering Unmasked Estep 
Score: -1970133.500000 Penalty: 5023.245605
	Iteration 21Q: 3 clusters Score -1970134 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 23909 members 
Entering Unmasked Estep 
Score: -1970167.375000 Penalty: 5023.245605
	Iteration 22Q: 3 clusters Score -1970167 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 23921 members 
Entering Unmasked Estep 
Score: -1970168.125000 Penalty: 5023.245605
	Iteration 23Q: 3 clusters Score -1970168 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 23928 members 
Entering Unmasked Estep 
Score: -1970169.000000 Penalty: 5023.245605
	Iteration 24Q: 3 clusters Score -1970169 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 23938 members 
Entering Unmasked Estep 
Score: -1970173.500000 Penalty: 5023.245605
	Iteration 25Q: 3 clusters Score -1970174 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 23945 members 
Entering Unmasked Estep 
Score: -1970177.875000 Penalty: 5023.245605
	Iteration 26Q: 3 clusters Score -1970178 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 23947 members 
Entering Unmasked Estep 
Score: -1970183.500000 Penalty: 5023.245605
	Iteration 27Q: 3 clusters Score -1970184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 23951 members 
Entering Unmasked Estep 
Score: -1970190.500000 Penalty: 5023.245605
	Iteration 28Q: 3 clusters Score -1970190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 23953 members 
Entering Unmasked Estep 
Score: -1970188.750000 Penalty: 5023.245605
	Iteration 29Q: 3 clusters Score -1970189 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 23957 members 
Entering Unmasked Estep 
Score: -1970190.125000 Penalty: 5023.245605
	Iteration 30Q: 3 clusters Score -1970190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 23958 members 
Entering Unmasked Estep 
Score: -1970187.375000 Penalty: 5023.245605
	Iteration 31Q: 3 clusters Score -1970187 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 23958 members 
Entering Unmasked Estep 
Score: -1970187.375000 Penalty: 5023.245605
	Iteration 32F: 3 clusters Score -1970187 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (16148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16148 members 
Entering Unmasked Estep 
Score: -1330862.375000 Penalty: 2403.008789
	Iteration 0F: 2 clusters Score -1330862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -1319309.875000 Penalty: 4806.017578
	Iteration 0F: 3 clusters Score -1319310 nChanged 6918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1323000.250000 Penalty: 4806.017578
	Iteration 1F: 3 clusters Score -1323000 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -1323531.750000 Penalty: 4806.017578
	Iteration 2F: 3 clusters Score -1323532 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -1324145.750000 Penalty: 4806.017578
	Iteration 3F: 3 clusters Score -1324146 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -1324828.125000 Penalty: 4806.017578
	Iteration 4F: 3 clusters Score -1324828 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -1325658.125000 Penalty: 4806.017578
	Iteration 5F: 3 clusters Score -1325658 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -1326560.625000 Penalty: 4806.017578
	Iteration 6F: 3 clusters Score -1326561 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -1327394.000000 Penalty: 4806.017578
	Iteration 7F: 3 clusters Score -1327394 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -1327989.625000 Penalty: 4806.017578
	Iteration 8F: 3 clusters Score -1327990 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -1328383.250000 Penalty: 4806.017578
	Iteration 9Q: 3 clusters Score -1328383 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -1328579.375000 Penalty: 4806.017578
	Iteration 10Q: 3 clusters Score -1328579 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -1328705.375000 Penalty: 4806.017578
	Iteration 11Q: 3 clusters Score -1328705 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -1328784.875000 Penalty: 4806.017578
	Iteration 12Q: 3 clusters Score -1328785 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -1328845.125000 Penalty: 4806.017578
	Iteration 13Q: 3 clusters Score -1328845 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -1328899.000000 Penalty: 4806.017578
	Iteration 14Q: 3 clusters Score -1328899 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -1328956.125000 Penalty: 4806.017578
	Iteration 15Q: 3 clusters Score -1328956 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -1329004.000000 Penalty: 4806.017578
	Iteration 16Q: 3 clusters Score -1329004 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -1329038.250000 Penalty: 4806.017578
	Iteration 17Q: 3 clusters Score -1329038 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -1329067.250000 Penalty: 4806.017578
	Iteration 18Q: 3 clusters Score -1329067 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -1329094.750000 Penalty: 4806.017578
	Iteration 19Q: 3 clusters Score -1329095 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -1329120.750000 Penalty: 4806.017578
	Iteration 20F: 3 clusters Score -1329121 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -1329140.375000 Penalty: 4806.017578
	Iteration 21Q: 3 clusters Score -1329140 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -1329164.625000 Penalty: 4806.017578
	Iteration 22Q: 3 clusters Score -1329165 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 14460 members 
Entering Unmasked Estep 
Score: -1329182.750000 Penalty: 4806.017578
	Iteration 23Q: 3 clusters Score -1329183 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -1329199.500000 Penalty: 4806.017578
	Iteration 24Q: 3 clusters Score -1329200 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -1329223.625000 Penalty: 4806.017578
	Iteration 25Q: 3 clusters Score -1329224 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 14627 members 
Entering Unmasked Estep 
Score: -1329246.875000 Penalty: 4806.017578
	Iteration 26Q: 3 clusters Score -1329247 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -1329267.625000 Penalty: 4806.017578
	Iteration 27Q: 3 clusters Score -1329268 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -1329285.875000 Penalty: 4806.017578
	Iteration 28Q: 3 clusters Score -1329286 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -1329304.125000 Penalty: 4806.017578
	Iteration 29Q: 3 clusters Score -1329304 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -1329315.000000 Penalty: 4806.017578
	Iteration 30Q: 3 clusters Score -1329315 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -1329326.750000 Penalty: 4806.017578
	Iteration 31Q: 3 clusters Score -1329327 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -1329345.625000 Penalty: 4806.017578
	Iteration 32Q: 3 clusters Score -1329346 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -1329366.250000 Penalty: 4806.017578
	Iteration 33Q: 3 clusters Score -1329366 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -1329376.375000 Penalty: 4806.017578
	Iteration 34Q: 3 clusters Score -1329376 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -1329387.500000 Penalty: 4806.017578
	Iteration 35Q: 3 clusters Score -1329388 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -1329393.875000 Penalty: 4806.017578
	Iteration 36Q: 3 clusters Score -1329394 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -1329401.375000 Penalty: 4806.017578
	Iteration 37Q: 3 clusters Score -1329401 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -1329405.625000 Penalty: 4806.017578
	Iteration 38Q: 3 clusters Score -1329406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -1329410.125000 Penalty: 4806.017578
	Iteration 39Q: 3 clusters Score -1329410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 15043 members 
Entering Unmasked Estep 
Score: -1329408.750000 Penalty: 4806.017578
	Iteration 40F: 3 clusters Score -1329409 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
Score: -1329411.750000 Penalty: 4806.017578
	Iteration 41Q: 3 clusters Score -1329412 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -1329416.375000 Penalty: 4806.017578
	Iteration 42Q: 3 clusters Score -1329416 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -1329425.375000 Penalty: 4806.017578
	Iteration 43Q: 3 clusters Score -1329425 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -1329433.250000 Penalty: 4806.017578
	Iteration 44Q: 3 clusters Score -1329433 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -1329438.375000 Penalty: 4806.017578
	Iteration 45Q: 3 clusters Score -1329438 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 15112 members 
Entering Unmasked Estep 
Score: -1329442.875000 Penalty: 4806.017578
	Iteration 46Q: 3 clusters Score -1329443 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -1329449.250000 Penalty: 4806.017578
	Iteration 47Q: 3 clusters Score -1329449 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -1329453.500000 Penalty: 4806.017578
	Iteration 48Q: 3 clusters Score -1329454 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 15145 members 
Entering Unmasked Estep 
Score: -1329458.250000 Penalty: 4806.017578
	Iteration 49Q: 3 clusters Score -1329458 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -1329464.000000 Penalty: 4806.017578
	Iteration 50Q: 3 clusters Score -1329464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -1329464.500000 Penalty: 4806.017578
	Iteration 51Q: 3 clusters Score -1329464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -1329469.500000 Penalty: 4806.017578
	Iteration 52Q: 3 clusters Score -1329470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -1329471.750000 Penalty: 4806.017578
	Iteration 53Q: 3 clusters Score -1329472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -1329472.875000 Penalty: 4806.017578
	Iteration 54Q: 3 clusters Score -1329473 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -1329475.375000 Penalty: 4806.017578
	Iteration 55Q: 3 clusters Score -1329475 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 15192 members 
Entering Unmasked Estep 
Score: -1329477.250000 Penalty: 4806.017578
	Iteration 56Q: 3 clusters Score -1329477 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 15199 members 
Entering Unmasked Estep 
Score: -1329477.500000 Penalty: 4806.017578
	Iteration 57Q: 3 clusters Score -1329478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -1329479.250000 Penalty: 4806.017578
	Iteration 58Q: 3 clusters Score -1329479 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 15205 members 
Entering Unmasked Estep 
Score: -1329481.125000 Penalty: 4806.017578
	Iteration 59Q: 3 clusters Score -1329481 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -1329484.125000 Penalty: 4806.017578
	Iteration 60F: 3 clusters Score -1329484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
Score: -1329489.625000 Penalty: 4806.017578
	Iteration 61Q: 3 clusters Score -1329490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -1329489.500000 Penalty: 4806.017578
	Iteration 62Q: 3 clusters Score -1329490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 15232 members 
Entering Unmasked Estep 
Score: -1329493.250000 Penalty: 4806.017578
	Iteration 63Q: 3 clusters Score -1329493 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 15240 members 
Entering Unmasked Estep 
Score: -1329495.000000 Penalty: 4806.017578
	Iteration 64Q: 3 clusters Score -1329495 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -1329497.625000 Penalty: 4806.017578
	Iteration 65Q: 3 clusters Score -1329498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -1329501.375000 Penalty: 4806.017578
	Iteration 66Q: 3 clusters Score -1329501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -1329499.500000 Penalty: 4806.017578
	Iteration 67Q: 3 clusters Score -1329500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
Score: -1329503.000000 Penalty: 4806.017578
	Iteration 68Q: 3 clusters Score -1329503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -1329502.000000 Penalty: 4806.017578
	Iteration 69Q: 3 clusters Score -1329502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -1329505.250000 Penalty: 4806.017578
	Iteration 70Q: 3 clusters Score -1329505 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 15267 members 
Entering Unmasked Estep 
Score: -1329507.375000 Penalty: 4806.017578
	Iteration 71Q: 3 clusters Score -1329507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -1329510.250000 Penalty: 4806.017578
	Iteration 72Q: 3 clusters Score -1329510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -1329506.875000 Penalty: 4806.017578
	Iteration 73Q: 3 clusters Score -1329507 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 15279 members 
Entering Unmasked Estep 
Score: -1329509.625000 Penalty: 4806.017578
	Iteration 74Q: 3 clusters Score -1329510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 15281 members 
Entering Unmasked Estep 
Score: -1329508.125000 Penalty: 4806.017578
	Iteration 75Q: 3 clusters Score -1329508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -1329511.125000 Penalty: 4806.017578
	Iteration 76Q: 3 clusters Score -1329511 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 15284 members 
Entering Unmasked Estep 
Score: -1329512.000000 Penalty: 4806.017578
	Iteration 77Q: 3 clusters Score -1329512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 15285 members 
Entering Unmasked Estep 
Score: -1329514.875000 Penalty: 4806.017578
	Iteration 78Q: 3 clusters Score -1329515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 15286 members 
Entering Unmasked Estep 
Score: -1329513.500000 Penalty: 4806.017578
	Iteration 79Q: 3 clusters Score -1329514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 15286 members 
Entering Unmasked Estep 
Score: -1329513.500000 Penalty: 4806.017578
	Iteration 80F: 3 clusters Score -1329514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (104339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104339 members 
Entering Unmasked Estep 
Score: -8325470.000000 Penalty: 2865.739502
	Iteration 0F: 2 clusters Score -8325470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52164 members 
Mstep: Class 2 contains 52175 members 
Entering Unmasked Estep 
Score: -8255602.000000 Penalty: 5731.479004
	Iteration 0F: 3 clusters Score -8255602 nChanged 49581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50899 members 
Mstep: Class 2 contains 53440 members 
Entering Unmasked Estep 
Score: -8283377.000000 Penalty: 5731.479004
	Iteration 1F: 3 clusters Score -8283377 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50268 members 
Mstep: Class 2 contains 54071 members 
Entering Unmasked Estep 
Score: -8284108.000000 Penalty: 5731.479004
	Iteration 2Q: 3 clusters Score -8284108 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49308 members 
Mstep: Class 2 contains 55031 members 
Entering Unmasked Estep 
Score: -8284823.500000 Penalty: 5731.479004
	Iteration 3Q: 3 clusters Score -8284824 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47835 members 
Mstep: Class 2 contains 56504 members 
Entering Unmasked Estep 
Score: -8285919.000000 Penalty: 5731.479004
	Iteration 4Q: 3 clusters Score -8285919 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45781 members 
Mstep: Class 2 contains 58558 members 
Entering Unmasked Estep 
Score: -8287482.500000 Penalty: 5731.479004
	Iteration 5Q: 3 clusters Score -8287482 nChanged 4785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42754 members 
Mstep: Class 2 contains 61585 members 
Entering Unmasked Estep 
Score: -8289661.500000 Penalty: 5731.479004
	Iteration 6Q: 3 clusters Score -8289662 nChanged 5784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38716 members 
Mstep: Class 2 contains 65623 members 
Entering Unmasked Estep 
Score: -8293169.500000 Penalty: 5731.479004
	Iteration 7F: 3 clusters Score -8293170 nChanged 6486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33908 members 
Mstep: Class 2 contains 70431 members 
Entering Unmasked Estep 
Score: -8297870.500000 Penalty: 5731.479004
	Iteration 8F: 3 clusters Score -8297870 nChanged 6669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28949 members 
Mstep: Class 2 contains 75390 members 
Entering Unmasked Estep 
Score: -8303550.500000 Penalty: 5731.479004
	Iteration 9F: 3 clusters Score -8303550 nChanged 5878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25041 members 
Mstep: Class 2 contains 79298 members 
Entering Unmasked Estep 
Score: -8308925.500000 Penalty: 5731.479004
	Iteration 10F: 3 clusters Score -8308926 nChanged 4701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22576 members 
Mstep: Class 2 contains 81763 members 
Entering Unmasked Estep 
Score: -8312552.500000 Penalty: 5731.479004
	Iteration 11Q: 3 clusters Score -8312552 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21081 members 
Mstep: Class 2 contains 83258 members 
Entering Unmasked Estep 
Score: -8314348.500000 Penalty: 5731.479004
	Iteration 12Q: 3 clusters Score -8314348 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19934 members 
Mstep: Class 2 contains 84405 members 
Entering Unmasked Estep 
Score: -8315199.000000 Penalty: 5731.479004
	Iteration 13Q: 3 clusters Score -8315199 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18928 members 
Mstep: Class 2 contains 85411 members 
Entering Unmasked Estep 
Score: -8315709.000000 Penalty: 5731.479004
	Iteration 14Q: 3 clusters Score -8315709 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17929 members 
Mstep: Class 2 contains 86410 members 
Entering Unmasked Estep 
Score: -8316118.000000 Penalty: 5731.479004
	Iteration 15Q: 3 clusters Score -8316118 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 87379 members 
Entering Unmasked Estep 
Score: -8316554.000000 Penalty: 5731.479004
	Iteration 16Q: 3 clusters Score -8316554 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 88333 members 
Entering Unmasked Estep 
Score: -8316924.500000 Penalty: 5731.479004
	Iteration 17Q: 3 clusters Score -8316924 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 89296 members 
Entering Unmasked Estep 
Score: -8317289.000000 Penalty: 5731.479004
	Iteration 18Q: 3 clusters Score -8317289 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 90250 members 
Entering Unmasked Estep 
Score: -8317677.000000 Penalty: 5731.479004
	Iteration 19Q: 3 clusters Score -8317677 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 91212 members 
Entering Unmasked Estep 
Score: -8318087.000000 Penalty: 5731.479004
	Iteration 20F: 3 clusters Score -8318087 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 92162 members 
Entering Unmasked Estep 
Score: -8318491.500000 Penalty: 5731.479004
	Iteration 21Q: 3 clusters Score -8318492 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 93090 members 
Entering Unmasked Estep 
Score: -8318819.000000 Penalty: 5731.479004
	Iteration 22Q: 3 clusters Score -8318819 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 93959 members 
Entering Unmasked Estep 
Score: -8319184.000000 Penalty: 5731.479004
	Iteration 23Q: 3 clusters Score -8319184 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 94847 members 
Entering Unmasked Estep 
Score: -8319547.500000 Penalty: 5731.479004
	Iteration 24Q: 3 clusters Score -8319548 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 95688 members 
Entering Unmasked Estep 
Score: -8319898.500000 Penalty: 5731.479004
	Iteration 25Q: 3 clusters Score -8319898 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 96487 members 
Entering Unmasked Estep 
Score: -8320242.000000 Penalty: 5731.479004
	Iteration 26Q: 3 clusters Score -8320242 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 97244 members 
Entering Unmasked Estep 
Score: -8320555.500000 Penalty: 5731.479004
	Iteration 27Q: 3 clusters Score -8320556 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 97966 members 
Entering Unmasked Estep 
Score: -8320889.500000 Penalty: 5731.479004
	Iteration 28Q: 3 clusters Score -8320890 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 98671 members 
Entering Unmasked Estep 
Score: -8321179.500000 Penalty: 5731.479004
	Iteration 29Q: 3 clusters Score -8321180 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 99297 members 
Entering Unmasked Estep 
Score: -8321417.000000 Penalty: 5731.479004
	Iteration 30Q: 3 clusters Score -8321417 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 99878 members 
Entering Unmasked Estep 
Score: -8321655.000000 Penalty: 5731.479004
	Iteration 31Q: 3 clusters Score -8321655 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 100381 members 
Entering Unmasked Estep 
Score: -8321821.500000 Penalty: 5731.479004
	Iteration 32Q: 3 clusters Score -8321822 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 100844 members 
Entering Unmasked Estep 
Score: -8322024.000000 Penalty: 5731.479004
	Iteration 33Q: 3 clusters Score -8322024 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 101278 members 
Entering Unmasked Estep 
Score: -8322222.000000 Penalty: 5731.479004
	Iteration 34Q: 3 clusters Score -8322222 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 101658 members 
Entering Unmasked Estep 
Score: -8322389.500000 Penalty: 5731.479004
	Iteration 35Q: 3 clusters Score -8322390 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 101964 members 
Entering Unmasked Estep 
Score: -8322532.500000 Penalty: 5731.479004
	Iteration 36Q: 3 clusters Score -8322532 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 102209 members 
Entering Unmasked Estep 
Score: -8322624.500000 Penalty: 5731.479004
	Iteration 37Q: 3 clusters Score -8322624 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 102389 members 
Entering Unmasked Estep 
Score: -8322697.500000 Penalty: 5731.479004
	Iteration 38Q: 3 clusters Score -8322698 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 102563 members 
Entering Unmasked Estep 
Score: -8322784.500000 Penalty: 5731.479004
	Iteration 39Q: 3 clusters Score -8322784 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 102707 members 
Entering Unmasked Estep 
Score: -8322842.500000 Penalty: 5731.479004
	Iteration 40F: 3 clusters Score -8322842 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 102813 members 
Entering Unmasked Estep 
Score: -8322876.000000 Penalty: 5731.479004
	Iteration 41Q: 3 clusters Score -8322876 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 102903 members 
Entering Unmasked Estep 
Score: -8322923.000000 Penalty: 5731.479004
	Iteration 42Q: 3 clusters Score -8322923 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 102985 members 
Entering Unmasked Estep 
Score: -8322972.000000 Penalty: 5731.479004
	Iteration 43Q: 3 clusters Score -8322972 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 103047 members 
Entering Unmasked Estep 
Score: -8323001.000000 Penalty: 5731.479004
	Iteration 44Q: 3 clusters Score -8323001 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 103098 members 
Entering Unmasked Estep 
Score: -8323044.500000 Penalty: 5731.479004
	Iteration 45Q: 3 clusters Score -8323044 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 103132 members 
Entering Unmasked Estep 
Score: -8323059.000000 Penalty: 5731.479004
	Iteration 46Q: 3 clusters Score -8323059 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 103165 members 
Entering Unmasked Estep 
Score: -8323060.000000 Penalty: 5731.479004
	Iteration 47Q: 3 clusters Score -8323060 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 103193 members 
Entering Unmasked Estep 
Score: -8323077.500000 Penalty: 5731.479004
	Iteration 48Q: 3 clusters Score -8323078 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 103219 members 
Entering Unmasked Estep 
Score: -8323091.500000 Penalty: 5731.479004
	Iteration 49Q: 3 clusters Score -8323092 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 103246 members 
Entering Unmasked Estep 
Score: -8323102.000000 Penalty: 5731.479004
	Iteration 50Q: 3 clusters Score -8323102 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 103273 members 
Entering Unmasked Estep 
Score: -8323113.000000 Penalty: 5731.479004
	Iteration 51Q: 3 clusters Score -8323113 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 103294 members 
Entering Unmasked Estep 
Score: -8323130.000000 Penalty: 5731.479004
	Iteration 52Q: 3 clusters Score -8323130 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 103321 members 
Entering Unmasked Estep 
Score: -8323145.000000 Penalty: 5731.479004
	Iteration 53Q: 3 clusters Score -8323145 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 103345 members 
Entering Unmasked Estep 
Score: -8323152.000000 Penalty: 5731.479004
	Iteration 54Q: 3 clusters Score -8323152 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 103364 members 
Entering Unmasked Estep 
Score: -8323169.000000 Penalty: 5731.479004
	Iteration 55Q: 3 clusters Score -8323169 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 103384 members 
Entering Unmasked Estep 
Score: -8323182.500000 Penalty: 5731.479004
	Iteration 56Q: 3 clusters Score -8323182 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 103395 members 
Entering Unmasked Estep 
Score: -8323188.500000 Penalty: 5731.479004
	Iteration 57Q: 3 clusters Score -8323188 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 103413 members 
Entering Unmasked Estep 
Score: -8323193.000000 Penalty: 5731.479004
	Iteration 58Q: 3 clusters Score -8323193 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 103425 members 
Entering Unmasked Estep 
Score: -8323205.500000 Penalty: 5731.479004
	Iteration 59Q: 3 clusters Score -8323206 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 103438 members 
Entering Unmasked Estep 
Score: -8323218.500000 Penalty: 5731.479004
	Iteration 60F: 3 clusters Score -8323218 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 103441 members 
Entering Unmasked Estep 
Score: -8323218.000000 Penalty: 5731.479004
	Iteration 61Q: 3 clusters Score -8323218 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 103451 members 
Entering Unmasked Estep 
Score: -8323211.500000 Penalty: 5731.479004
	Iteration 62Q: 3 clusters Score -8323212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 103458 members 
Entering Unmasked Estep 
Score: -8323207.500000 Penalty: 5731.479004
	Iteration 63Q: 3 clusters Score -8323208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 103463 members 
Entering Unmasked Estep 
Score: -8323215.000000 Penalty: 5731.479004
	Iteration 64Q: 3 clusters Score -8323215 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 103472 members 
Entering Unmasked Estep 
Score: -8323206.000000 Penalty: 5731.479004
	Iteration 65Q: 3 clusters Score -8323206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 103480 members 
Entering Unmasked Estep 
Score: -8323217.000000 Penalty: 5731.479004
	Iteration 66Q: 3 clusters Score -8323217 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 103486 members 
Entering Unmasked Estep 
Score: -8323219.500000 Penalty: 5731.479004
	Iteration 67Q: 3 clusters Score -8323220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 103492 members 
Entering Unmasked Estep 
Score: -8323221.500000 Penalty: 5731.479004
	Iteration 68Q: 3 clusters Score -8323222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 103498 members 
Entering Unmasked Estep 
Score: -8323222.500000 Penalty: 5731.479004
	Iteration 69Q: 3 clusters Score -8323222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 103505 members 
Entering Unmasked Estep 
Score: -8323226.500000 Penalty: 5731.479004
	Iteration 70Q: 3 clusters Score -8323226 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 103512 members 
Entering Unmasked Estep 
Score: -8323249.000000 Penalty: 5731.479004
	Iteration 71Q: 3 clusters Score -8323249 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 103518 members 
Entering Unmasked Estep 
Score: -8323255.000000 Penalty: 5731.479004
	Iteration 72Q: 3 clusters Score -8323255 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 103529 members 
Entering Unmasked Estep 
Score: -8323263.000000 Penalty: 5731.479004
	Iteration 73Q: 3 clusters Score -8323263 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 103535 members 
Entering Unmasked Estep 
Score: -8323272.000000 Penalty: 5731.479004
	Iteration 74Q: 3 clusters Score -8323272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 103538 members 
Entering Unmasked Estep 
Score: -8323279.000000 Penalty: 5731.479004
	Iteration 75Q: 3 clusters Score -8323279 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 103544 members 
Entering Unmasked Estep 
Score: -8323270.000000 Penalty: 5731.479004
	Iteration 76Q: 3 clusters Score -8323270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 103546 members 
Entering Unmasked Estep 
Score: -8323271.500000 Penalty: 5731.479004
	Iteration 77Q: 3 clusters Score -8323272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 103548 members 
Entering Unmasked Estep 
Score: -8323270.000000 Penalty: 5731.479004
	Iteration 78Q: 3 clusters Score -8323270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 103549 members 
Entering Unmasked Estep 
Score: -8323269.000000 Penalty: 5731.479004
	Iteration 79Q: 3 clusters Score -8323269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 103550 members 
Entering Unmasked Estep 
Score: -8323269.000000 Penalty: 5731.479004
	Iteration 80F: 3 clusters Score -8323269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 103550 members 
Entering Unmasked Estep 
Score: -8323270.500000 Penalty: 5731.479004
	Iteration 81Q: 3 clusters Score -8323270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 103554 members 
Entering Unmasked Estep 
Score: -8323277.000000 Penalty: 5731.479004
	Iteration 82Q: 3 clusters Score -8323277 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 103559 members 
Entering Unmasked Estep 
Score: -8323280.000000 Penalty: 5731.479004
	Iteration 83Q: 3 clusters Score -8323280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 103565 members 
Entering Unmasked Estep 
Score: -8323283.000000 Penalty: 5731.479004
	Iteration 84Q: 3 clusters Score -8323283 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 103566 members 
Entering Unmasked Estep 
Score: -8323278.000000 Penalty: 5731.479004
	Iteration 85Q: 3 clusters Score -8323278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 103567 members 
Entering Unmasked Estep 
Score: -8323277.500000 Penalty: 5731.479004
	Iteration 86Q: 3 clusters Score -8323278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 103567 members 
Entering Unmasked Estep 
Score: -8323282.500000 Penalty: 5731.479004
	Iteration 87Q: 3 clusters Score -8323282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 103568 members 
Entering Unmasked Estep 
Score: -8323283.000000 Penalty: 5731.479004
	Iteration 88Q: 3 clusters Score -8323283 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 103568 members 
Entering Unmasked Estep 
Score: -8323283.000000 Penalty: 5731.479004
	Iteration 89F: 3 clusters Score -8323283 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (26951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26951 members 
Entering Unmasked Estep 
Score: -2212056.250000 Penalty: 2530.040283
	Iteration 0F: 2 clusters Score -2212056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -2193435.250000 Penalty: 5060.080566
	Iteration 0F: 3 clusters Score -2193435 nChanged 12186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -2199962.250000 Penalty: 5060.080566
	Iteration 1F: 3 clusters Score -2199962 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -2200406.500000 Penalty: 5060.080566
	Iteration 2Q: 3 clusters Score -2200406 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -2200881.750000 Penalty: 5060.080566
	Iteration 3Q: 3 clusters Score -2200882 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -2201467.500000 Penalty: 5060.080566
	Iteration 4Q: 3 clusters Score -2201468 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 17925 members 
Entering Unmasked Estep 
Score: -2202260.000000 Penalty: 5060.080566
	Iteration 5F: 3 clusters Score -2202260 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
Score: -2203420.250000 Penalty: 5060.080566
	Iteration 6F: 3 clusters Score -2203420 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 21383 members 
Entering Unmasked Estep 
Score: -2204960.250000 Penalty: 5060.080566
	Iteration 7F: 3 clusters Score -2204960 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 23252 members 
Entering Unmasked Estep 
Score: -2206723.250000 Penalty: 5060.080566
	Iteration 8F: 3 clusters Score -2206723 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 24735 members 
Entering Unmasked Estep 
Score: -2208185.500000 Penalty: 5060.080566
	Iteration 9F: 3 clusters Score -2208186 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 25626 members 
Entering Unmasked Estep 
Score: -2208991.500000 Penalty: 5060.080566
	Iteration 10Q: 3 clusters Score -2208992 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 26057 members 
Entering Unmasked Estep 
Score: -2209386.500000 Penalty: 5060.080566
	Iteration 11Q: 3 clusters Score -2209386 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 26276 members 
Entering Unmasked Estep 
Score: -2209595.750000 Penalty: 5060.080566
	Iteration 12Q: 3 clusters Score -2209596 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 26379 members 
Entering Unmasked Estep 
Score: -2209695.250000 Penalty: 5060.080566
	Iteration 13Q: 3 clusters Score -2209695 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 26425 members 
Entering Unmasked Estep 
Score: -2209754.250000 Penalty: 5060.080566
	Iteration 14Q: 3 clusters Score -2209754 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 26451 members 
Entering Unmasked Estep 
Score: -2209789.000000 Penalty: 5060.080566
	Iteration 15Q: 3 clusters Score -2209789 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 26469 members 
Entering Unmasked Estep 
Score: -2209815.500000 Penalty: 5060.080566
	Iteration 16Q: 3 clusters Score -2209816 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 26486 members 
Entering Unmasked Estep 
Score: -2209836.250000 Penalty: 5060.080566
	Iteration 17Q: 3 clusters Score -2209836 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 26497 members 
Entering Unmasked Estep 
Score: -2209840.250000 Penalty: 5060.080566
	Iteration 18Q: 3 clusters Score -2209840 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 26504 members 
Entering Unmasked Estep 
Score: -2209851.750000 Penalty: 5060.080566
	Iteration 19Q: 3 clusters Score -2209852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 26505 members 
Entering Unmasked Estep 
Score: -2209850.250000 Penalty: 5060.080566
	Iteration 20F: 3 clusters Score -2209850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 26506 members 
Entering Unmasked Estep 
Score: -2209851.500000 Penalty: 5060.080566
	Iteration 21Q: 3 clusters Score -2209852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 26506 members 
Entering Unmasked Estep 
Score: -2209851.500000 Penalty: 5060.080566
	Iteration 22F: 3 clusters Score -2209852 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -140905.312500 Penalty: 1917.410034
	Iteration 0F: 2 clusters Score -140905.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -138186.734375 Penalty: 3834.820068
	Iteration 0F: 3 clusters Score -138186.7 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -138873.187500 Penalty: 3834.820068
	Iteration 1F: 3 clusters Score -138873.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -139068.953125 Penalty: 3834.820068
	Iteration 2F: 3 clusters Score -139069 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -139193.656250 Penalty: 3834.820068
	Iteration 3F: 3 clusters Score -139193.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -139322.890625 Penalty: 3834.820068
	Iteration 4Q: 3 clusters Score -139322.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -139446.406250 Penalty: 3834.820068
	Iteration 5Q: 3 clusters Score -139446.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -139599.687500 Penalty: 3834.820068
	Iteration 6Q: 3 clusters Score -139599.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -139832.531250 Penalty: 3834.820068
	Iteration 7Q: 3 clusters Score -139832.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -140067.859375 Penalty: 3834.820068
	Iteration 8Q: 3 clusters Score -140067.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -140241.859375 Penalty: 3834.820068
	Iteration 9Q: 3 clusters Score -140241.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -140373.859375 Penalty: 3834.820068
	Iteration 10Q: 3 clusters Score -140373.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -140464.593750 Penalty: 3834.820068
	Iteration 11Q: 3 clusters Score -140464.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -140537.343750 Penalty: 3834.820068
	Iteration 12Q: 3 clusters Score -140537.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -140575.062500 Penalty: 3834.820068
	Iteration 13Q: 3 clusters Score -140575.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -140593.656250 Penalty: 3834.820068
	Iteration 14Q: 3 clusters Score -140593.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -140603.000000 Penalty: 3834.820068
	Iteration 15Q: 3 clusters Score -140603 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -140606.265625 Penalty: 3834.820068
	Iteration 16Q: 3 clusters Score -140606.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -140607.687500 Penalty: 3834.820068
	Iteration 17Q: 3 clusters Score -140607.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -140609.484375 Penalty: 3834.820068
	Iteration 18Q: 3 clusters Score -140609.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -140611.906250 Penalty: 3834.820068
	Iteration 19Q: 3 clusters Score -140611.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -140617.593750 Penalty: 3834.820068
	Iteration 20F: 3 clusters Score -140617.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -140626.859375 Penalty: 3834.820068
	Iteration 21Q: 3 clusters Score -140626.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -140636.218750 Penalty: 3834.820068
	Iteration 22Q: 3 clusters Score -140636.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -140639.578125 Penalty: 3834.820068
	Iteration 23Q: 3 clusters Score -140639.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -140640.906250 Penalty: 3834.820068
	Iteration 24Q: 3 clusters Score -140640.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -140642.031250 Penalty: 3834.820068
	Iteration 25Q: 3 clusters Score -140642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -140643.046875 Penalty: 3834.820068
	Iteration 26Q: 3 clusters Score -140643 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -140643.046875 Penalty: 3834.820068
	Iteration 27F: 3 clusters Score -140643 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Entering Unmasked Estep 
Score: -156798.046875 Penalty: 1922.259277
	Iteration 0F: 2 clusters Score -156798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -153969.187500 Penalty: 3844.518555
	Iteration 0F: 3 clusters Score -153969.2 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -154520.046875 Penalty: 3844.518555
	Iteration 1F: 3 clusters Score -154520 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -154705.812500 Penalty: 3844.518555
	Iteration 2F: 3 clusters Score -154705.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -154815.921875 Penalty: 3844.518555
	Iteration 3Q: 3 clusters Score -154815.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -154901.218750 Penalty: 3844.518555
	Iteration 4Q: 3 clusters Score -154901.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -154964.140625 Penalty: 3844.518555
	Iteration 5Q: 3 clusters Score -154964.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -155001.859375 Penalty: 3844.518555
	Iteration 6Q: 3 clusters Score -155001.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -155019.156250 Penalty: 3844.518555
	Iteration 7Q: 3 clusters Score -155019.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -155030.718750 Penalty: 3844.518555
	Iteration 8Q: 3 clusters Score -155030.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -155042.562500 Penalty: 3844.518555
	Iteration 9Q: 3 clusters Score -155042.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -155054.343750 Penalty: 3844.518555
	Iteration 10Q: 3 clusters Score -155054.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -155061.781250 Penalty: 3844.518555
	Iteration 11Q: 3 clusters Score -155061.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -155068.265625 Penalty: 3844.518555
	Iteration 12Q: 3 clusters Score -155068.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -155073.453125 Penalty: 3844.518555
	Iteration 13Q: 3 clusters Score -155073.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -155080.343750 Penalty: 3844.518555
	Iteration 14Q: 3 clusters Score -155080.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -155089.453125 Penalty: 3844.518555
	Iteration 15Q: 3 clusters Score -155089.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -155098.375000 Penalty: 3844.518555
	Iteration 16Q: 3 clusters Score -155098.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -155106.359375 Penalty: 3844.518555
	Iteration 17Q: 3 clusters Score -155106.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -155113.390625 Penalty: 3844.518555
	Iteration 18Q: 3 clusters Score -155113.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -155119.046875 Penalty: 3844.518555
	Iteration 19Q: 3 clusters Score -155119 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -155128.187500 Penalty: 3844.518555
	Iteration 20F: 3 clusters Score -155128.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -155132.359375 Penalty: 3844.518555
	Iteration 21Q: 3 clusters Score -155132.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -155134.500000 Penalty: 3844.518555
	Iteration 22Q: 3 clusters Score -155134.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -155136.187500 Penalty: 3844.518555
	Iteration 23Q: 3 clusters Score -155136.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -155137.812500 Penalty: 3844.518555
	Iteration 24Q: 3 clusters Score -155137.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -155139.218750 Penalty: 3844.518555
	Iteration 25Q: 3 clusters Score -155139.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -155143.609375 Penalty: 3844.518555
	Iteration 26Q: 3 clusters Score -155143.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -155145.750000 Penalty: 3844.518555
	Iteration 27Q: 3 clusters Score -155145.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -155149.250000 Penalty: 3844.518555
	Iteration 28Q: 3 clusters Score -155149.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -155154.343750 Penalty: 3844.518555
	Iteration 29Q: 3 clusters Score -155154.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -155158.859375 Penalty: 3844.518555
	Iteration 30Q: 3 clusters Score -155158.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -155162.796875 Penalty: 3844.518555
	Iteration 31Q: 3 clusters Score -155162.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -155165.359375 Penalty: 3844.518555
	Iteration 32Q: 3 clusters Score -155165.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -155166.718750 Penalty: 3844.518555
	Iteration 33Q: 3 clusters Score -155166.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -155168.125000 Penalty: 3844.518555
	Iteration 34Q: 3 clusters Score -155168.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -155171.359375 Penalty: 3844.518555
	Iteration 35Q: 3 clusters Score -155171.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -155173.984375 Penalty: 3844.518555
	Iteration 36Q: 3 clusters Score -155174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -155174.859375 Penalty: 3844.518555
	Iteration 37Q: 3 clusters Score -155174.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -155175.734375 Penalty: 3844.518555
	Iteration 38Q: 3 clusters Score -155175.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -155176.406250 Penalty: 3844.518555
	Iteration 39Q: 3 clusters Score -155176.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -155176.406250 Penalty: 3844.518555
	Iteration 40F: 3 clusters Score -155176.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (8207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Entering Unmasked Estep 
Score: -629511.625000 Penalty: 2235.160156
	Iteration 0F: 2 clusters Score -629511.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -623078.875000 Penalty: 4470.320312
	Iteration 0F: 3 clusters Score -623078.9 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -625027.812500 Penalty: 4470.320312
	Iteration 1F: 3 clusters Score -625027.8 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -625418.750000 Penalty: 4470.320312
	Iteration 2F: 3 clusters Score -625418.8 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -625764.937500 Penalty: 4470.320312
	Iteration 3F: 3 clusters Score -625764.9 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -626040.187500 Penalty: 4470.320312
	Iteration 4F: 3 clusters Score -626040.2 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -626280.062500 Penalty: 4470.320312
	Iteration 5F: 3 clusters Score -626280.1 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -626485.000000 Penalty: 4470.320312
	Iteration 6Q: 3 clusters Score -626485 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -626652.062500 Penalty: 4470.320312
	Iteration 7Q: 3 clusters Score -626652.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -626798.500000 Penalty: 4470.320312
	Iteration 8Q: 3 clusters Score -626798.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -626930.375000 Penalty: 4470.320312
	Iteration 9Q: 3 clusters Score -626930.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -627045.000000 Penalty: 4470.320312
	Iteration 10Q: 3 clusters Score -627045 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -627156.625000 Penalty: 4470.320312
	Iteration 11Q: 3 clusters Score -627156.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -627244.125000 Penalty: 4470.320312
	Iteration 12Q: 3 clusters Score -627244.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -627305.687500 Penalty: 4470.320312
	Iteration 13Q: 3 clusters Score -627305.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -627353.750000 Penalty: 4470.320312
	Iteration 14Q: 3 clusters Score -627353.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -627391.187500 Penalty: 4470.320312
	Iteration 15Q: 3 clusters Score -627391.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -627431.500000 Penalty: 4470.320312
	Iteration 16Q: 3 clusters Score -627431.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -627473.687500 Penalty: 4470.320312
	Iteration 17Q: 3 clusters Score -627473.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -627510.375000 Penalty: 4470.320312
	Iteration 18Q: 3 clusters Score -627510.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -627536.875000 Penalty: 4470.320312
	Iteration 19Q: 3 clusters Score -627536.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -627565.875000 Penalty: 4470.320312
	Iteration 20F: 3 clusters Score -627565.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -627590.000000 Penalty: 4470.320312
	Iteration 21Q: 3 clusters Score -627590 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -627611.625000 Penalty: 4470.320312
	Iteration 22Q: 3 clusters Score -627611.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -627632.812500 Penalty: 4470.320312
	Iteration 23Q: 3 clusters Score -627632.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -627649.750000 Penalty: 4470.320312
	Iteration 24Q: 3 clusters Score -627649.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -627665.625000 Penalty: 4470.320312
	Iteration 25Q: 3 clusters Score -627665.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -627682.687500 Penalty: 4470.320312
	Iteration 26Q: 3 clusters Score -627682.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -627704.000000 Penalty: 4470.320312
	Iteration 27Q: 3 clusters Score -627704 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -627727.062500 Penalty: 4470.320312
	Iteration 28Q: 3 clusters Score -627727.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -627749.812500 Penalty: 4470.320312
	Iteration 29Q: 3 clusters Score -627749.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -627773.750000 Penalty: 4470.320312
	Iteration 30Q: 3 clusters Score -627773.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -627797.500000 Penalty: 4470.320312
	Iteration 31Q: 3 clusters Score -627797.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -627817.375000 Penalty: 4470.320312
	Iteration 32Q: 3 clusters Score -627817.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -627838.750000 Penalty: 4470.320312
	Iteration 33Q: 3 clusters Score -627838.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -627853.500000 Penalty: 4470.320312
	Iteration 34Q: 3 clusters Score -627853.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -627867.875000 Penalty: 4470.320312
	Iteration 35Q: 3 clusters Score -627867.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -627885.500000 Penalty: 4470.320312
	Iteration 36Q: 3 clusters Score -627885.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -627906.250000 Penalty: 4470.320312
	Iteration 37Q: 3 clusters Score -627906.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -627930.125000 Penalty: 4470.320312
	Iteration 38Q: 3 clusters Score -627930.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -627949.375000 Penalty: 4470.320312
	Iteration 39Q: 3 clusters Score -627949.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -627968.937500 Penalty: 4470.320312
	Iteration 40F: 3 clusters Score -627968.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -627981.062500 Penalty: 4470.320312
	Iteration 41Q: 3 clusters Score -627981.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -627994.687500 Penalty: 4470.320312
	Iteration 42Q: 3 clusters Score -627994.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -628010.187500 Penalty: 4470.320312
	Iteration 43Q: 3 clusters Score -628010.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -628030.687500 Penalty: 4470.320312
	Iteration 44Q: 3 clusters Score -628030.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -628043.375000 Penalty: 4470.320312
	Iteration 45Q: 3 clusters Score -628043.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -628054.000000 Penalty: 4470.320312
	Iteration 46Q: 3 clusters Score -628054 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -628064.125000 Penalty: 4470.320312
	Iteration 47Q: 3 clusters Score -628064.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -628071.937500 Penalty: 4470.320312
	Iteration 48Q: 3 clusters Score -628071.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -628082.625000 Penalty: 4470.320312
	Iteration 49Q: 3 clusters Score -628082.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -628090.062500 Penalty: 4470.320312
	Iteration 50Q: 3 clusters Score -628090.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -628105.937500 Penalty: 4470.320312
	Iteration 51Q: 3 clusters Score -628105.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -628117.625000 Penalty: 4470.320312
	Iteration 52Q: 3 clusters Score -628117.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -628126.375000 Penalty: 4470.320312
	Iteration 53Q: 3 clusters Score -628126.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -628137.375000 Penalty: 4470.320312
	Iteration 54Q: 3 clusters Score -628137.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -628145.000000 Penalty: 4470.320312
	Iteration 55Q: 3 clusters Score -628145 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -628151.312500 Penalty: 4470.320312
	Iteration 56Q: 3 clusters Score -628151.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -628157.312500 Penalty: 4470.320312
	Iteration 57Q: 3 clusters Score -628157.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -628163.250000 Penalty: 4470.320312
	Iteration 58Q: 3 clusters Score -628163.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -628168.437500 Penalty: 4470.320312
	Iteration 59Q: 3 clusters Score -628168.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -628174.812500 Penalty: 4470.320312
	Iteration 60F: 3 clusters Score -628174.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -628182.687500 Penalty: 4470.320312
	Iteration 61Q: 3 clusters Score -628182.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -628192.062500 Penalty: 4470.320312
	Iteration 62Q: 3 clusters Score -628192.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -628197.937500 Penalty: 4470.320312
	Iteration 63Q: 3 clusters Score -628197.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -628203.250000 Penalty: 4470.320312
	Iteration 64Q: 3 clusters Score -628203.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -628206.062500 Penalty: 4470.320312
	Iteration 65Q: 3 clusters Score -628206.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -628213.062500 Penalty: 4470.320312
	Iteration 66Q: 3 clusters Score -628213.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -628215.687500 Penalty: 4470.320312
	Iteration 67Q: 3 clusters Score -628215.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -628220.250000 Penalty: 4470.320312
	Iteration 68Q: 3 clusters Score -628220.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -628220.625000 Penalty: 4470.320312
	Iteration 69Q: 3 clusters Score -628220.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -628224.125000 Penalty: 4470.320312
	Iteration 70Q: 3 clusters Score -628224.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -628225.750000 Penalty: 4470.320312
	Iteration 71Q: 3 clusters Score -628225.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -628226.062500 Penalty: 4470.320312
	Iteration 72Q: 3 clusters Score -628226.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -628226.750000 Penalty: 4470.320312
	Iteration 73Q: 3 clusters Score -628226.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -628226.750000 Penalty: 4470.320312
	Iteration 74F: 3 clusters Score -628226.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (584692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584692 members 
Entering Unmasked Estep 
Score: -45974788.000000 Penalty: 3293.152344
	Iteration 0F: 2 clusters Score -4.597479e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292820 members 
Mstep: Class 2 contains 291872 members 
Entering Unmasked Estep 
Score: -45579444.000000 Penalty: 6586.304688
	Iteration 0F: 3 clusters Score -4.557944e+07 nChanged 285740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311378 members 
Mstep: Class 2 contains 273314 members 
Entering Unmasked Estep 
Score: -45752372.000000 Penalty: 6586.304688
	Iteration 1F: 3 clusters Score -4.575237e+07 nChanged 16949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322893 members 
Mstep: Class 2 contains 261799 members 
Entering Unmasked Estep 
Score: -45756812.000000 Penalty: 6586.304688
	Iteration 2Q: 3 clusters Score -4.575681e+07 nChanged 22370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341171 members 
Mstep: Class 2 contains 243521 members 
Entering Unmasked Estep 
Score: -45764784.000000 Penalty: 6586.304688
	Iteration 3Q: 3 clusters Score -4.576478e+07 nChanged 31028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369273 members 
Mstep: Class 2 contains 215419 members 
Entering Unmasked Estep 
Score: -45781352.000000 Penalty: 6586.304688
	Iteration 4F: 3 clusters Score -4.578135e+07 nChanged 41877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409148 members 
Mstep: Class 2 contains 175544 members 
Entering Unmasked Estep 
Score: -45810880.000000 Penalty: 6586.304688
	Iteration 5F: 3 clusters Score -4.581088e+07 nChanged 49568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457370 members 
Mstep: Class 2 contains 127322 members 
Entering Unmasked Estep 
Score: -45853688.000000 Penalty: 6586.304688
	Iteration 6F: 3 clusters Score -4.585369e+07 nChanged 47521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504241 members 
Mstep: Class 2 contains 80451 members 
Entering Unmasked Estep 
Score: -45899696.000000 Penalty: 6586.304688
	Iteration 7F: 3 clusters Score -4.58997e+07 nChanged 35973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539954 members 
Mstep: Class 2 contains 44738 members 
Entering Unmasked Estep 
Score: -45934484.000000 Penalty: 6586.304688
	Iteration 8F: 3 clusters Score -4.593448e+07 nChanged 21886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561782 members 
Mstep: Class 2 contains 22910 members 
Entering Unmasked Estep 
Score: -45955052.000000 Penalty: 6586.304688
	Iteration 9Q: 3 clusters Score -4.595505e+07 nChanged 11210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572964 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -45964960.000000 Penalty: 6586.304688
	Iteration 10Q: 3 clusters Score -4.596496e+07 nChanged 5308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578240 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -45968820.000000 Penalty: 6586.304688
	Iteration 11Q: 3 clusters Score -4.596882e+07 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580517 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -45970528.000000 Penalty: 6586.304688
	Iteration 12Q: 3 clusters Score -4.597053e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581470 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -45971340.000000 Penalty: 6586.304688
	Iteration 13Q: 3 clusters Score -4.597134e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581836 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -45971916.000000 Penalty: 6586.304688
	Iteration 14Q: 3 clusters Score -4.597192e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581943 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -45972128.000000 Penalty: 6586.304688
	Iteration 15Q: 3 clusters Score -4.597213e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581993 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -45972288.000000 Penalty: 6586.304688
	Iteration 16Q: 3 clusters Score -4.597229e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582053 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -45972372.000000 Penalty: 6586.304688
	Iteration 17Q: 3 clusters Score -4.597237e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582044 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -45972500.000000 Penalty: 6586.304688
	Iteration 18Q: 3 clusters Score -4.59725e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582034 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -45972692.000000 Penalty: 6586.304688
	Iteration 19Q: 3 clusters Score -4.597269e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581973 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -45972744.000000 Penalty: 6586.304688
	Iteration 20F: 3 clusters Score -4.597274e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581880 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -45972884.000000 Penalty: 6586.304688
	Iteration 21Q: 3 clusters Score -4.597288e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581740 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -45973004.000000 Penalty: 6586.304688
	Iteration 22Q: 3 clusters Score -4.5973e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581583 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -45973132.000000 Penalty: 6586.304688
	Iteration 23Q: 3 clusters Score -4.597313e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581411 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -45973196.000000 Penalty: 6586.304688
	Iteration 24Q: 3 clusters Score -4.59732e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581228 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -45973304.000000 Penalty: 6586.304688
	Iteration 25Q: 3 clusters Score -4.59733e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581039 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -45973380.000000 Penalty: 6586.304688
	Iteration 26Q: 3 clusters Score -4.597338e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580817 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -45973432.000000 Penalty: 6586.304688
	Iteration 27Q: 3 clusters Score -4.597343e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580645 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -45973444.000000 Penalty: 6586.304688
	Iteration 28Q: 3 clusters Score -4.597344e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580466 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -45973624.000000 Penalty: 6586.304688
	Iteration 29Q: 3 clusters Score -4.597362e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580309 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -45973736.000000 Penalty: 6586.304688
	Iteration 30Q: 3 clusters Score -4.597374e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580153 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -45973816.000000 Penalty: 6586.304688
	Iteration 31Q: 3 clusters Score -4.597382e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579998 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -45973912.000000 Penalty: 6586.304688
	Iteration 32Q: 3 clusters Score -4.597391e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579858 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -45973900.000000 Penalty: 6586.304688
	Iteration 33Q: 3 clusters Score -4.59739e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579726 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -45973952.000000 Penalty: 6586.304688
	Iteration 34Q: 3 clusters Score -4.597395e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579607 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -45974008.000000 Penalty: 6586.304688
	Iteration 35Q: 3 clusters Score -4.597401e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579521 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -45974080.000000 Penalty: 6586.304688
	Iteration 36Q: 3 clusters Score -4.597408e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579449 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -45974144.000000 Penalty: 6586.304688
	Iteration 37Q: 3 clusters Score -4.597414e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579381 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -45974236.000000 Penalty: 6586.304688
	Iteration 38Q: 3 clusters Score -4.597424e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579328 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -45974244.000000 Penalty: 6586.304688
	Iteration 39Q: 3 clusters Score -4.597424e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579270 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -45974248.000000 Penalty: 6586.304688
	Iteration 40F: 3 clusters Score -4.597425e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579186 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -45974280.000000 Penalty: 6586.304688
	Iteration 41Q: 3 clusters Score -4.597428e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579114 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -45974304.000000 Penalty: 6586.304688
	Iteration 42Q: 3 clusters Score -4.59743e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579047 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -45974288.000000 Penalty: 6586.304688
	Iteration 43Q: 3 clusters Score -4.597429e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578984 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -45974316.000000 Penalty: 6586.304688
	Iteration 44Q: 3 clusters Score -4.597432e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578909 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -45974328.000000 Penalty: 6586.304688
	Iteration 45Q: 3 clusters Score -4.597433e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578852 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -45974324.000000 Penalty: 6586.304688
	Iteration 46Q: 3 clusters Score -4.597432e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578805 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -45974316.000000 Penalty: 6586.304688
	Iteration 47Q: 3 clusters Score -4.597432e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578751 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -45974256.000000 Penalty: 6586.304688
	Iteration 48Q: 3 clusters Score -4.597426e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578686 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -45974324.000000 Penalty: 6586.304688
	Iteration 49Q: 3 clusters Score -4.597432e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578634 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -45974404.000000 Penalty: 6586.304688
	Iteration 50Q: 3 clusters Score -4.59744e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578592 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -45974372.000000 Penalty: 6586.304688
	Iteration 51Q: 3 clusters Score -4.597437e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578554 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -45974380.000000 Penalty: 6586.304688
	Iteration 52Q: 3 clusters Score -4.597438e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578522 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -45974360.000000 Penalty: 6586.304688
	Iteration 53Q: 3 clusters Score -4.597436e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578495 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -45974380.000000 Penalty: 6586.304688
	Iteration 54Q: 3 clusters Score -4.597438e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578471 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -45974344.000000 Penalty: 6586.304688
	Iteration 55Q: 3 clusters Score -4.597434e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578447 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -45974360.000000 Penalty: 6586.304688
	Iteration 56Q: 3 clusters Score -4.597436e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578429 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -45974384.000000 Penalty: 6586.304688
	Iteration 57Q: 3 clusters Score -4.597438e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578409 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -45974400.000000 Penalty: 6586.304688
	Iteration 58Q: 3 clusters Score -4.59744e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578389 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -45974412.000000 Penalty: 6586.304688
	Iteration 59Q: 3 clusters Score -4.597441e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578365 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -45974328.000000 Penalty: 6586.304688
	Iteration 60F: 3 clusters Score -4.597433e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578339 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -45974320.000000 Penalty: 6586.304688
	Iteration 61Q: 3 clusters Score -4.597432e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578319 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -45974356.000000 Penalty: 6586.304688
	Iteration 62Q: 3 clusters Score -4.597436e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578298 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -45974336.000000 Penalty: 6586.304688
	Iteration 63Q: 3 clusters Score -4.597434e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578274 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -45974324.000000 Penalty: 6586.304688
	Iteration 64Q: 3 clusters Score -4.597432e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578257 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -45974348.000000 Penalty: 6586.304688
	Iteration 65Q: 3 clusters Score -4.597435e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578250 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -45974364.000000 Penalty: 6586.304688
	Iteration 66Q: 3 clusters Score -4.597436e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578246 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -45974356.000000 Penalty: 6586.304688
	Iteration 67Q: 3 clusters Score -4.597436e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578241 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -45974368.000000 Penalty: 6586.304688
	Iteration 68Q: 3 clusters Score -4.597437e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578238 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -45974384.000000 Penalty: 6586.304688
	Iteration 69Q: 3 clusters Score -4.597438e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578233 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -45974392.000000 Penalty: 6586.304688
	Iteration 70Q: 3 clusters Score -4.597439e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578230 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -45974364.000000 Penalty: 6586.304688
	Iteration 71Q: 3 clusters Score -4.597436e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578224 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -45974380.000000 Penalty: 6586.304688
	Iteration 72Q: 3 clusters Score -4.597438e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578218 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -45974388.000000 Penalty: 6586.304688
	Iteration 73Q: 3 clusters Score -4.597439e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578213 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -45974368.000000 Penalty: 6586.304688
	Iteration 74Q: 3 clusters Score -4.597437e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578206 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -45974356.000000 Penalty: 6586.304688
	Iteration 75Q: 3 clusters Score -4.597436e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578203 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -45974328.000000 Penalty: 6586.304688
	Iteration 76Q: 3 clusters Score -4.597433e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578199 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -45974352.000000 Penalty: 6586.304688
	Iteration 77Q: 3 clusters Score -4.597435e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578193 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -45974348.000000 Penalty: 6586.304688
	Iteration 78Q: 3 clusters Score -4.597435e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578187 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -45974352.000000 Penalty: 6586.304688
	Iteration 79Q: 3 clusters Score -4.597435e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578171 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -45974340.000000 Penalty: 6586.304688
	Iteration 80F: 3 clusters Score -4.597434e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578162 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -45974348.000000 Penalty: 6586.304688
	Iteration 81Q: 3 clusters Score -4.597435e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578154 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -45974320.000000 Penalty: 6586.304688
	Iteration 82Q: 3 clusters Score -4.597432e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578150 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -45974316.000000 Penalty: 6586.304688
	Iteration 83Q: 3 clusters Score -4.597432e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578144 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -45974304.000000 Penalty: 6586.304688
	Iteration 84Q: 3 clusters Score -4.59743e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578136 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -45974312.000000 Penalty: 6586.304688
	Iteration 85Q: 3 clusters Score -4.597431e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578126 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -45974296.000000 Penalty: 6586.304688
	Iteration 86Q: 3 clusters Score -4.59743e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578118 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -45974304.000000 Penalty: 6586.304688
	Iteration 87Q: 3 clusters Score -4.59743e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578115 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -45974320.000000 Penalty: 6586.304688
	Iteration 88Q: 3 clusters Score -4.597432e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578116 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -45974312.000000 Penalty: 6586.304688
	Iteration 89Q: 3 clusters Score -4.597431e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578115 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -45974324.000000 Penalty: 6586.304688
	Iteration 90Q: 3 clusters Score -4.597432e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578118 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -45974304.000000 Penalty: 6586.304688
	Iteration 91Q: 3 clusters Score -4.59743e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578118 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -45974304.000000 Penalty: 6586.304688
	Iteration 92F: 3 clusters Score -4.59743e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (63068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63068 members 
Entering Unmasked Estep 
Score: -5122206.500000 Penalty: 2740.888184
	Iteration 0F: 2 clusters Score -5122206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31511 members 
Mstep: Class 2 contains 31557 members 
Entering Unmasked Estep 
Score: -5079814.500000 Penalty: 5481.776367
	Iteration 0F: 3 clusters Score -5079814 nChanged 29305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30622 members 
Mstep: Class 2 contains 32446 members 
Entering Unmasked Estep 
Score: -5096139.500000 Penalty: 5481.776367
	Iteration 1F: 3 clusters Score -5096140 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29938 members 
Mstep: Class 2 contains 33130 members 
Entering Unmasked Estep 
Score: -5096753.500000 Penalty: 5481.776367
	Iteration 2Q: 3 clusters Score -5096754 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28994 members 
Mstep: Class 2 contains 34074 members 
Entering Unmasked Estep 
Score: -5097461.500000 Penalty: 5481.776367
	Iteration 3Q: 3 clusters Score -5097462 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27663 members 
Mstep: Class 2 contains 35405 members 
Entering Unmasked Estep 
Score: -5098295.500000 Penalty: 5481.776367
	Iteration 4Q: 3 clusters Score -5098296 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25813 members 
Mstep: Class 2 contains 37255 members 
Entering Unmasked Estep 
Score: -5099362.000000 Penalty: 5481.776367
	Iteration 5Q: 3 clusters Score -5099362 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23243 members 
Mstep: Class 2 contains 39825 members 
Entering Unmasked Estep 
Score: -5100803.500000 Penalty: 5481.776367
	Iteration 6Q: 3 clusters Score -5100804 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19889 members 
Mstep: Class 2 contains 43179 members 
Entering Unmasked Estep 
Score: -5102979.500000 Penalty: 5481.776367
	Iteration 7F: 3 clusters Score -5102980 nChanged 4269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15800 members 
Mstep: Class 2 contains 47268 members 
Entering Unmasked Estep 
Score: -5105939.000000 Penalty: 5481.776367
	Iteration 8F: 3 clusters Score -5105939 nChanged 4547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 51721 members 
Entering Unmasked Estep 
Score: -5109602.500000 Penalty: 5481.776367
	Iteration 9F: 3 clusters Score -5109602 nChanged 4407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 56084 members 
Entering Unmasked Estep 
Score: -5113676.000000 Penalty: 5481.776367
	Iteration 10F: 3 clusters Score -5113676 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 59420 members 
Entering Unmasked Estep 
Score: -5116832.000000 Penalty: 5481.776367
	Iteration 11F: 3 clusters Score -5116832 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 61273 members 
Entering Unmasked Estep 
Score: -5118494.000000 Penalty: 5481.776367
	Iteration 12Q: 3 clusters Score -5118494 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 62080 members 
Entering Unmasked Estep 
Score: -5119190.000000 Penalty: 5481.776367
	Iteration 13Q: 3 clusters Score -5119190 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 62403 members 
Entering Unmasked Estep 
Score: -5119504.000000 Penalty: 5481.776367
	Iteration 14Q: 3 clusters Score -5119504 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 62535 members 
Entering Unmasked Estep 
Score: -5119650.500000 Penalty: 5481.776367
	Iteration 15Q: 3 clusters Score -5119650 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 62613 members 
Entering Unmasked Estep 
Score: -5119748.000000 Penalty: 5481.776367
	Iteration 16Q: 3 clusters Score -5119748 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 62649 members 
Entering Unmasked Estep 
Score: -5119802.500000 Penalty: 5481.776367
	Iteration 17Q: 3 clusters Score -5119802 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 62676 members 
Entering Unmasked Estep 
Score: -5119838.500000 Penalty: 5481.776367
	Iteration 18Q: 3 clusters Score -5119838 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 62692 members 
Entering Unmasked Estep 
Score: -5119860.000000 Penalty: 5481.776367
	Iteration 19Q: 3 clusters Score -5119860 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 62700 members 
Entering Unmasked Estep 
Score: -5119867.000000 Penalty: 5481.776367
	Iteration 20F: 3 clusters Score -5119867 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 62708 members 
Entering Unmasked Estep 
Score: -5119875.500000 Penalty: 5481.776367
	Iteration 21Q: 3 clusters Score -5119876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 62715 members 
Entering Unmasked Estep 
Score: -5119889.000000 Penalty: 5481.776367
	Iteration 22Q: 3 clusters Score -5119889 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 62720 members 
Entering Unmasked Estep 
Score: -5119894.500000 Penalty: 5481.776367
	Iteration 23Q: 3 clusters Score -5119894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 62722 members 
Entering Unmasked Estep 
Score: -5119898.500000 Penalty: 5481.776367
	Iteration 24Q: 3 clusters Score -5119898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 62724 members 
Entering Unmasked Estep 
Score: -5119904.000000 Penalty: 5481.776367
	Iteration 25Q: 3 clusters Score -5119904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 62724 members 
Entering Unmasked Estep 
Score: -5119902.500000 Penalty: 5481.776367
	Iteration 26Q: 3 clusters Score -5119902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 62724 members 
Entering Unmasked Estep 
Score: -5119902.500000 Penalty: 5481.776367
	Iteration 27F: 3 clusters Score -5119902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 8436 members 
Mstep: Class 3 contains 11660 members 
Mstep: Class 4 contains 10785 members 
Mstep: Class 5 contains 34516 members 
Mstep: Class 6 contains 77685 members 
Mstep: Class 7 contains 11577 members 
Mstep: Class 8 contains 2272 members 
Mstep: Class 9 contains 70492 members 
Mstep: Class 10 contains 17312 members 
Mstep: Class 11 contains 152143 members 
Mstep: Class 12 contains 28152 members 
Mstep: Class 13 contains 7423 members 
Mstep: Class 14 contains 10032 members 
Mstep: Class 15 contains 2552 members 
Mstep: Class 16 contains 44960 members 
Mstep: Class 17 contains 6594 members 
Mstep: Class 18 contains 10638 members 
Mstep: Class 19 contains 36974 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18574 members 
Mstep: Class 22 contains 10521 members 
Mstep: Class 23 contains 8899 members 
Mstep: Class 24 contains 5335 members 
Mstep: Class 25 contains 29392 members 
Mstep: Class 26 contains 25022 members 
Mstep: Class 27 contains 16148 members 
Mstep: Class 28 contains 104339 members 
Mstep: Class 29 contains 26951 members 
Mstep: Class 30 contains 2279 members 
Mstep: Class 31 contains 2324 members 
Mstep: Class 32 contains 8207 members 
Mstep: Class 33 contains 584692 members 
Mstep: Class 34 contains 63068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988824.000000 Penalty: 119701.210938
Iteration 199Q: 35 clusters Score -1.119888e+08 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 8436 members 
Mstep: Class 3 contains 11663 members 
Mstep: Class 4 contains 10782 members 
Mstep: Class 5 contains 34564 members 
Mstep: Class 6 contains 77684 members 
Mstep: Class 7 contains 11574 members 
Mstep: Class 8 contains 2271 members 
Mstep: Class 9 contains 70479 members 
Mstep: Class 10 contains 17312 members 
Mstep: Class 11 contains 152145 members 
Mstep: Class 12 contains 28149 members 
Mstep: Class 13 contains 7421 members 
Mstep: Class 14 contains 10031 members 
Mstep: Class 15 contains 2553 members 
Mstep: Class 16 contains 44961 members 
Mstep: Class 17 contains 6594 members 
Mstep: Class 18 contains 10637 members 
Mstep: Class 19 contains 36978 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18582 members 
Mstep: Class 22 contains 10523 members 
Mstep: Class 23 contains 8898 members 
Mstep: Class 24 contains 5335 members 
Mstep: Class 25 contains 29391 members 
Mstep: Class 26 contains 25023 members 
Mstep: Class 27 contains 16148 members 
Mstep: Class 28 contains 104389 members 
Mstep: Class 29 contains 26958 members 
Mstep: Class 30 contains 2279 members 
Mstep: Class 31 contains 2324 members 
Mstep: Class 32 contains 8207 members 
Mstep: Class 33 contains 584603 members 
Mstep: Class 34 contains 63062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988824.000000 Penalty: 119701.210938
Iteration 200F: 35 clusters Score -1.119888e+08 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 8436 members 
Mstep: Class 3 contains 11666 members 
Mstep: Class 4 contains 10777 members 
Mstep: Class 5 contains 34615 members 
Mstep: Class 6 contains 77684 members 
Mstep: Class 7 contains 11574 members 
Mstep: Class 8 contains 2272 members 
Mstep: Class 9 contains 70467 members 
Mstep: Class 10 contains 17313 members 
Mstep: Class 11 contains 152149 members 
Mstep: Class 12 contains 28146 members 
Mstep: Class 13 contains 7416 members 
Mstep: Class 14 contains 10031 members 
Mstep: Class 15 contains 2553 members 
Mstep: Class 16 contains 44963 members 
Mstep: Class 17 contains 6594 members 
Mstep: Class 18 contains 10640 members 
Mstep: Class 19 contains 36982 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18580 members 
Mstep: Class 22 contains 10523 members 
Mstep: Class 23 contains 8898 members 
Mstep: Class 24 contains 5334 members 
Mstep: Class 25 contains 29390 members 
Mstep: Class 26 contains 25021 members 
Mstep: Class 27 contains 16146 members 
Mstep: Class 28 contains 104445 members 
Mstep: Class 29 contains 26963 members 
Mstep: Class 30 contains 2279 members 
Mstep: Class 31 contains 2324 members 
Mstep: Class 32 contains 8207 members 
Mstep: Class 33 contains 584513 members 
Mstep: Class 34 contains 63054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988928.000000 Penalty: 119701.210938
Iteration 201Q: 35 clusters Score -1.119889e+08 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 8436 members 
Mstep: Class 3 contains 11667 members 
Mstep: Class 4 contains 10769 members 
Mstep: Class 5 contains 34665 members 
Mstep: Class 6 contains 77679 members 
Mstep: Class 7 contains 11574 members 
Mstep: Class 8 contains 2272 members 
Mstep: Class 9 contains 70454 members 
Mstep: Class 10 contains 17313 members 
Mstep: Class 11 contains 152146 members 
Mstep: Class 12 contains 28144 members 
Mstep: Class 13 contains 7415 members 
Mstep: Class 14 contains 10030 members 
Mstep: Class 15 contains 2553 members 
Mstep: Class 16 contains 44966 members 
Mstep: Class 17 contains 6594 members 
Mstep: Class 18 contains 10643 members 
Mstep: Class 19 contains 36983 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18587 members 
Mstep: Class 22 contains 10523 members 
Mstep: Class 23 contains 8898 members 
Mstep: Class 24 contains 5336 members 
Mstep: Class 25 contains 29383 members 
Mstep: Class 26 contains 25019 members 
Mstep: Class 27 contains 16144 members 
Mstep: Class 28 contains 104498 members 
Mstep: Class 29 contains 26969 members 
Mstep: Class 30 contains 2279 members 
Mstep: Class 31 contains 2325 members 
Mstep: Class 32 contains 8207 members 
Mstep: Class 33 contains 584432 members 
Mstep: Class 34 contains 63050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111989104.000000 Penalty: 119701.210938
Iteration 202Q: 35 clusters Score -1.119891e+08 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 8436 members 
Mstep: Class 3 contains 11673 members 
Mstep: Class 4 contains 10761 members 
Mstep: Class 5 contains 34717 members 
Mstep: Class 6 contains 77681 members 
Mstep: Class 7 contains 11573 members 
Mstep: Class 8 contains 2272 members 
Mstep: Class 9 contains 70447 members 
Mstep: Class 10 contains 17311 members 
Mstep: Class 11 contains 152147 members 
Mstep: Class 12 contains 28140 members 
Mstep: Class 13 contains 7409 members 
Mstep: Class 14 contains 10030 members 
Mstep: Class 15 contains 2553 members 
Mstep: Class 16 contains 44969 members 
Mstep: Class 17 contains 6594 members 
Mstep: Class 18 contains 10647 members 
Mstep: Class 19 contains 36986 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18580 members 
Mstep: Class 22 contains 10521 members 
Mstep: Class 23 contains 8897 members 
Mstep: Class 24 contains 5336 members 
Mstep: Class 25 contains 29381 members 
Mstep: Class 26 contains 25018 members 
Mstep: Class 27 contains 16146 members 
Mstep: Class 28 contains 104554 members 
Mstep: Class 29 contains 26975 members 
Mstep: Class 30 contains 2279 members 
Mstep: Class 31 contains 2326 members 
Mstep: Class 32 contains 8207 members 
Mstep: Class 33 contains 584343 members 
Mstep: Class 34 contains 63045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988936.000000 Penalty: 119701.210938
Iteration 203Q: 35 clusters Score -1.119889e+08 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 8436 members 
Mstep: Class 3 contains 11677 members 
Mstep: Class 4 contains 10757 members 
Mstep: Class 5 contains 34763 members 
Mstep: Class 6 contains 77680 members 
Mstep: Class 7 contains 11573 members 
Mstep: Class 8 contains 2272 members 
Mstep: Class 9 contains 70441 members 
Mstep: Class 10 contains 17310 members 
Mstep: Class 11 contains 152145 members 
Mstep: Class 12 contains 28137 members 
Mstep: Class 13 contains 7400 members 
Mstep: Class 14 contains 10031 members 
Mstep: Class 15 contains 2554 members 
Mstep: Class 16 contains 44971 members 
Mstep: Class 17 contains 6594 members 
Mstep: Class 18 contains 10650 members 
Mstep: Class 19 contains 36988 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18583 members 
Mstep: Class 22 contains 10520 members 
Mstep: Class 23 contains 8895 members 
Mstep: Class 24 contains 5337 members 
Mstep: Class 25 contains 29383 members 
Mstep: Class 26 contains 25017 members 
Mstep: Class 27 contains 16147 members 
Mstep: Class 28 contains 104603 members 
Mstep: Class 29 contains 26980 members 
Mstep: Class 30 contains 2279 members 
Mstep: Class 31 contains 2326 members 
Mstep: Class 32 contains 8207 members 
Mstep: Class 33 contains 584261 members 
Mstep: Class 34 contains 63039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988912.000000 Penalty: 119701.210938
Iteration 204Q: 35 clusters Score -1.119889e+08 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 8436 members 
Mstep: Class 3 contains 11682 members 
Mstep: Class 4 contains 10748 members 
Mstep: Class 5 contains 34823 members 
Mstep: Class 6 contains 77681 members 
Mstep: Class 7 contains 11573 members 
Mstep: Class 8 contains 2272 members 
Mstep: Class 9 contains 70427 members 
Mstep: Class 10 contains 17308 members 
Mstep: Class 11 contains 152148 members 
Mstep: Class 12 contains 28134 members 
Mstep: Class 13 contains 7395 members 
Mstep: Class 14 contains 10031 members 
Mstep: Class 15 contains 2555 members 
Mstep: Class 16 contains 44972 members 
Mstep: Class 17 contains 6594 members 
Mstep: Class 18 contains 10651 members 
Mstep: Class 19 contains 36989 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18579 members 
Mstep: Class 22 contains 10518 members 
Mstep: Class 23 contains 8894 members 
Mstep: Class 24 contains 5337 members 
Mstep: Class 25 contains 29381 members 
Mstep: Class 26 contains 25016 members 
Mstep: Class 27 contains 16149 members 
Mstep: Class 28 contains 104659 members 
Mstep: Class 29 contains 26990 members 
Mstep: Class 30 contains 2279 members 
Mstep: Class 31 contains 2326 members 
Mstep: Class 32 contains 8207 members 
Mstep: Class 33 contains 584169 members 
Mstep: Class 34 contains 63032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111989000.000000 Penalty: 119701.210938
Iteration 205Q: 35 clusters Score -1.11989e+08 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 8436 members 
Mstep: Class 3 contains 11690 members 
Mstep: Class 4 contains 10749 members 
Mstep: Class 5 contains 34897 members 
Mstep: Class 6 contains 77682 members 
Mstep: Class 7 contains 11574 members 
Mstep: Class 8 contains 2272 members 
Mstep: Class 9 contains 70427 members 
Mstep: Class 10 contains 17308 members 
Mstep: Class 11 contains 152153 members 
Mstep: Class 12 contains 28129 members 
Mstep: Class 13 contains 7383 members 
Mstep: Class 14 contains 10031 members 
Mstep: Class 15 contains 2555 members 
Mstep: Class 16 contains 44977 members 
Mstep: Class 17 contains 6594 members 
Mstep: Class 18 contains 10650 members 
Mstep: Class 19 contains 36993 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18578 members 
Mstep: Class 22 contains 10515 members 
Mstep: Class 23 contains 8893 members 
Mstep: Class 24 contains 5337 members 
Mstep: Class 25 contains 29383 members 
Mstep: Class 26 contains 25010 members 
Mstep: Class 27 contains 16152 members 
Mstep: Class 28 contains 104689 members 
Mstep: Class 29 contains 27001 members 
Mstep: Class 30 contains 2280 members 
Mstep: Class 31 contains 2326 members 
Mstep: Class 32 contains 8207 members 
Mstep: Class 33 contains 584059 members 
Mstep: Class 34 contains 63025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111989168.000000 Penalty: 119701.210938
Iteration 206Q: 35 clusters Score -1.119892e+08 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 8436 members 
Mstep: Class 3 contains 11697 members 
Mstep: Class 4 contains 10742 members 
Mstep: Class 5 contains 34970 members 
Mstep: Class 6 contains 77680 members 
Mstep: Class 7 contains 11572 members 
Mstep: Class 8 contains 2272 members 
Mstep: Class 9 contains 70419 members 
Mstep: Class 10 contains 17306 members 
Mstep: Class 11 contains 152157 members 
Mstep: Class 12 contains 28121 members 
Mstep: Class 13 contains 7376 members 
Mstep: Class 14 contains 10031 members 
Mstep: Class 15 contains 2555 members 
Mstep: Class 16 contains 44984 members 
Mstep: Class 17 contains 6594 members 
Mstep: Class 18 contains 10647 members 
Mstep: Class 19 contains 36994 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18584 members 
Mstep: Class 22 contains 10516 members 
Mstep: Class 23 contains 8892 members 
Mstep: Class 24 contains 5337 members 
Mstep: Class 25 contains 29384 members 
Mstep: Class 26 contains 25001 members 
Mstep: Class 27 contains 16155 members 
Mstep: Class 28 contains 104707 members 
Mstep: Class 29 contains 27008 members 
Mstep: Class 30 contains 2282 members 
Mstep: Class 31 contains 2326 members 
Mstep: Class 32 contains 8207 members 
Mstep: Class 33 contains 583990 members 
Mstep: Class 34 contains 63013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111989040.000000 Penalty: 119701.210938
Iteration 207Q: 35 clusters Score -1.11989e+08 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 8436 members 
Mstep: Class 3 contains 11707 members 
Mstep: Class 4 contains 10737 members 
Mstep: Class 5 contains 35065 members 
Mstep: Class 6 contains 77676 members 
Mstep: Class 7 contains 11569 members 
Mstep: Class 8 contains 2272 members 
Mstep: Class 9 contains 70405 members 
Mstep: Class 10 contains 17304 members 
Mstep: Class 11 contains 152158 members 
Mstep: Class 12 contains 28113 members 
Mstep: Class 13 contains 7374 members 
Mstep: Class 14 contains 10031 members 
Mstep: Class 15 contains 2556 members 
Mstep: Class 16 contains 44991 members 
Mstep: Class 17 contains 6594 members 
Mstep: Class 18 contains 10648 members 
Mstep: Class 19 contains 36998 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18584 members 
Mstep: Class 22 contains 10516 members 
Mstep: Class 23 contains 8890 members 
Mstep: Class 24 contains 5337 members 
Mstep: Class 25 contains 29383 members 
Mstep: Class 26 contains 24995 members 
Mstep: Class 27 contains 16155 members 
Mstep: Class 28 contains 104714 members 
Mstep: Class 29 contains 27016 members 
Mstep: Class 30 contains 2285 members 
Mstep: Class 31 contains 2326 members 
Mstep: Class 32 contains 8207 members 
Mstep: Class 33 contains 583908 members 
Mstep: Class 34 contains 63005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111989088.000000 Penalty: 119701.210938
Iteration 208Q: 35 clusters Score -1.119891e+08 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 8436 members 
Mstep: Class 3 contains 11719 members 
Mstep: Class 4 contains 10730 members 
Mstep: Class 5 contains 35160 members 
Mstep: Class 6 contains 77676 members 
Mstep: Class 7 contains 11567 members 
Mstep: Class 8 contains 2272 members 
Mstep: Class 9 contains 70389 members 
Mstep: Class 10 contains 17304 members 
Mstep: Class 11 contains 152154 members 
Mstep: Class 12 contains 28106 members 
Mstep: Class 13 contains 7370 members 
Mstep: Class 14 contains 10031 members 
Mstep: Class 15 contains 2557 members 
Mstep: Class 16 contains 44998 members 
Mstep: Class 17 contains 6594 members 
Mstep: Class 18 contains 10646 members 
Mstep: Class 19 contains 36998 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18588 members 
Mstep: Class 22 contains 10515 members 
Mstep: Class 23 contains 8888 members 
Mstep: Class 24 contains 5337 members 
Mstep: Class 25 contains 29379 members 
Mstep: Class 26 contains 24992 members 
Mstep: Class 27 contains 16154 members 
Mstep: Class 28 contains 104719 members 
Mstep: Class 29 contains 27024 members 
Mstep: Class 30 contains 2290 members 
Mstep: Class 31 contains 2326 members 
Mstep: Class 32 contains 8207 members 
Mstep: Class 33 contains 583829 members 
Mstep: Class 34 contains 62999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111989080.000000 Penalty: 119701.210938
Iteration 209Q: 35 clusters Score -1.119891e+08 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 8436 members 
Mstep: Class 3 contains 11737 members 
Mstep: Class 4 contains 10720 members 
Mstep: Class 5 contains 35244 members 
Mstep: Class 6 contains 77680 members 
Mstep: Class 7 contains 11560 members 
Mstep: Class 8 contains 2272 members 
Mstep: Class 9 contains 70370 members 
Mstep: Class 10 contains 17305 members 
Mstep: Class 11 contains 152155 members 
Mstep: Class 12 contains 28103 members 
Mstep: Class 13 contains 7364 members 
Mstep: Class 14 contains 10031 members 
Mstep: Class 15 contains 2560 members 
Mstep: Class 16 contains 45001 members 
Mstep: Class 17 contains 6594 members 
Mstep: Class 18 contains 10645 members 
Mstep: Class 19 contains 36995 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18589 members 
Mstep: Class 22 contains 10513 members 
Mstep: Class 23 contains 8884 members 
Mstep: Class 24 contains 5337 members 
Mstep: Class 25 contains 29377 members 
Mstep: Class 26 contains 24992 members 
Mstep: Class 27 contains 16152 members 
Mstep: Class 28 contains 104729 members 
Mstep: Class 29 contains 27027 members 
Mstep: Class 30 contains 2293 members 
Mstep: Class 31 contains 2326 members 
Mstep: Class 32 contains 8207 members 
Mstep: Class 33 contains 583760 members 
Mstep: Class 34 contains 63000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111989024.000000 Penalty: 119701.210938
Iteration 210Q: 35 clusters Score -1.11989e+08 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 8436 members 
Mstep: Class 3 contains 11755 members 
Mstep: Class 4 contains 10708 members 
Mstep: Class 5 contains 35322 members 
Mstep: Class 6 contains 77677 members 
Mstep: Class 7 contains 11555 members 
Mstep: Class 8 contains 2274 members 
Mstep: Class 9 contains 70357 members 
Mstep: Class 10 contains 17304 members 
Mstep: Class 11 contains 152158 members 
Mstep: Class 12 contains 28090 members 
Mstep: Class 13 contains 7360 members 
Mstep: Class 14 contains 10031 members 
Mstep: Class 15 contains 2563 members 
Mstep: Class 16 contains 45011 members 
Mstep: Class 17 contains 6594 members 
Mstep: Class 18 contains 10640 members 
Mstep: Class 19 contains 36995 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18599 members 
Mstep: Class 22 contains 10511 members 
Mstep: Class 23 contains 8881 members 
Mstep: Class 24 contains 5337 members 
Mstep: Class 25 contains 29374 members 
Mstep: Class 26 contains 24992 members 
Mstep: Class 27 contains 16153 members 
Mstep: Class 28 contains 104749 members 
Mstep: Class 29 contains 27029 members 
Mstep: Class 30 contains 2294 members 
Mstep: Class 31 contains 2326 members 
Mstep: Class 32 contains 8207 members 
Mstep: Class 33 contains 583677 members 
Mstep: Class 34 contains 63002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111989016.000000 Penalty: 119701.210938
Iteration 211Q: 35 clusters Score -1.11989e+08 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 8436 members 
Mstep: Class 3 contains 11777 members 
Mstep: Class 4 contains 10691 members 
Mstep: Class 5 contains 35395 members 
Mstep: Class 6 contains 77677 members 
Mstep: Class 7 contains 11549 members 
Mstep: Class 8 contains 2277 members 
Mstep: Class 9 contains 70334 members 
Mstep: Class 10 contains 17303 members 
Mstep: Class 11 contains 152152 members 
Mstep: Class 12 contains 28077 members 
Mstep: Class 13 contains 7359 members 
Mstep: Class 14 contains 10031 members 
Mstep: Class 15 contains 2563 members 
Mstep: Class 16 contains 45024 members 
Mstep: Class 17 contains 6594 members 
Mstep: Class 18 contains 10639 members 
Mstep: Class 19 contains 37002 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18610 members 
Mstep: Class 22 contains 10512 members 
Mstep: Class 23 contains 8881 members 
Mstep: Class 24 contains 5336 members 
Mstep: Class 25 contains 29376 members 
Mstep: Class 26 contains 24991 members 
Mstep: Class 27 contains 16154 members 
Mstep: Class 28 contains 104776 members 
Mstep: Class 29 contains 27034 members 
Mstep: Class 30 contains 2294 members 
Mstep: Class 31 contains 2326 members 
Mstep: Class 32 contains 8206 members 
Mstep: Class 33 contains 583590 members 
Mstep: Class 34 contains 62998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111989096.000000 Penalty: 119701.210938
Iteration 212Q: 35 clusters Score -1.119891e+08 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 8436 members 
Mstep: Class 3 contains 11791 members 
Mstep: Class 4 contains 10687 members 
Mstep: Class 5 contains 35460 members 
Mstep: Class 6 contains 77679 members 
Mstep: Class 7 contains 11545 members 
Mstep: Class 8 contains 2280 members 
Mstep: Class 9 contains 70314 members 
Mstep: Class 10 contains 17303 members 
Mstep: Class 11 contains 152153 members 
Mstep: Class 12 contains 28065 members 
Mstep: Class 13 contains 7358 members 
Mstep: Class 14 contains 10030 members 
Mstep: Class 15 contains 2563 members 
Mstep: Class 16 contains 45037 members 
Mstep: Class 17 contains 6594 members 
Mstep: Class 18 contains 10640 members 
Mstep: Class 19 contains 37010 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18622 members 
Mstep: Class 22 contains 10507 members 
Mstep: Class 23 contains 8881 members 
Mstep: Class 24 contains 5336 members 
Mstep: Class 25 contains 29378 members 
Mstep: Class 26 contains 24990 members 
Mstep: Class 27 contains 16156 members 
Mstep: Class 28 contains 104816 members 
Mstep: Class 29 contains 27039 members 
Mstep: Class 30 contains 2295 members 
Mstep: Class 31 contains 2327 members 
Mstep: Class 32 contains 8205 members 
Mstep: Class 33 contains 583482 members 
Mstep: Class 34 contains 62987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111989008.000000 Penalty: 119701.210938
Iteration 213Q: 35 clusters Score -1.11989e+08 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 8436 members 
Mstep: Class 3 contains 11801 members 
Mstep: Class 4 contains 10681 members 
Mstep: Class 5 contains 35529 members 
Mstep: Class 6 contains 77680 members 
Mstep: Class 7 contains 11542 members 
Mstep: Class 8 contains 2279 members 
Mstep: Class 9 contains 70303 members 
Mstep: Class 10 contains 17303 members 
Mstep: Class 11 contains 152145 members 
Mstep: Class 12 contains 28056 members 
Mstep: Class 13 contains 7356 members 
Mstep: Class 14 contains 10030 members 
Mstep: Class 15 contains 2563 members 
Mstep: Class 16 contains 45050 members 
Mstep: Class 17 contains 6595 members 
Mstep: Class 18 contains 10638 members 
Mstep: Class 19 contains 37021 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18627 members 
Mstep: Class 22 contains 10506 members 
Mstep: Class 23 contains 8881 members 
Mstep: Class 24 contains 5335 members 
Mstep: Class 25 contains 29375 members 
Mstep: Class 26 contains 24987 members 
Mstep: Class 27 contains 16157 members 
Mstep: Class 28 contains 104877 members 
Mstep: Class 29 contains 27045 members 
Mstep: Class 30 contains 2295 members 
Mstep: Class 31 contains 2327 members 
Mstep: Class 32 contains 8205 members 
Mstep: Class 33 contains 583364 members 
Mstep: Class 34 contains 62978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988992.000000 Penalty: 119701.210938
Iteration 214Q: 35 clusters Score -1.11989e+08 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 8436 members 
Mstep: Class 3 contains 11815 members 
Mstep: Class 4 contains 10682 members 
Mstep: Class 5 contains 35605 members 
Mstep: Class 6 contains 77683 members 
Mstep: Class 7 contains 11539 members 
Mstep: Class 8 contains 2278 members 
Mstep: Class 9 contains 70294 members 
Mstep: Class 10 contains 17302 members 
Mstep: Class 11 contains 152138 members 
Mstep: Class 12 contains 28052 members 
Mstep: Class 13 contains 7352 members 
Mstep: Class 14 contains 10030 members 
Mstep: Class 15 contains 2563 members 
Mstep: Class 16 contains 45055 members 
Mstep: Class 17 contains 6592 members 
Mstep: Class 18 contains 10635 members 
Mstep: Class 19 contains 37023 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18629 members 
Mstep: Class 22 contains 10503 members 
Mstep: Class 23 contains 8881 members 
Mstep: Class 24 contains 5335 members 
Mstep: Class 25 contains 29370 members 
Mstep: Class 26 contains 24985 members 
Mstep: Class 27 contains 16157 members 
Mstep: Class 28 contains 104917 members 
Mstep: Class 29 contains 27051 members 
Mstep: Class 30 contains 2296 members 
Mstep: Class 31 contains 2327 members 
Mstep: Class 32 contains 8205 members 
Mstep: Class 33 contains 583268 members 
Mstep: Class 34 contains 62970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988928.000000 Penalty: 119701.210938
Iteration 215Q: 35 clusters Score -1.119889e+08 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 8436 members 
Mstep: Class 3 contains 11817 members 
Mstep: Class 4 contains 10679 members 
Mstep: Class 5 contains 35669 members 
Mstep: Class 6 contains 77686 members 
Mstep: Class 7 contains 11539 members 
Mstep: Class 8 contains 2279 members 
Mstep: Class 9 contains 70285 members 
Mstep: Class 10 contains 17298 members 
Mstep: Class 11 contains 152140 members 
Mstep: Class 12 contains 28043 members 
Mstep: Class 13 contains 7350 members 
Mstep: Class 14 contains 10030 members 
Mstep: Class 15 contains 2563 members 
Mstep: Class 16 contains 45062 members 
Mstep: Class 17 contains 6591 members 
Mstep: Class 18 contains 10636 members 
Mstep: Class 19 contains 37022 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18630 members 
Mstep: Class 22 contains 10500 members 
Mstep: Class 23 contains 8881 members 
Mstep: Class 24 contains 5334 members 
Mstep: Class 25 contains 29376 members 
Mstep: Class 26 contains 24984 members 
Mstep: Class 27 contains 16157 members 
Mstep: Class 28 contains 104974 members 
Mstep: Class 29 contains 27057 members 
Mstep: Class 30 contains 2297 members 
Mstep: Class 31 contains 2327 members 
Mstep: Class 32 contains 8205 members 
Mstep: Class 33 contains 583156 members 
Mstep: Class 34 contains 62964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988992.000000 Penalty: 119701.210938
Iteration 216Q: 35 clusters Score -1.11989e+08 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 8436 members 
Mstep: Class 3 contains 11817 members 
Mstep: Class 4 contains 10673 members 
Mstep: Class 5 contains 35733 members 
Mstep: Class 6 contains 77688 members 
Mstep: Class 7 contains 11538 members 
Mstep: Class 8 contains 2280 members 
Mstep: Class 9 contains 70272 members 
Mstep: Class 10 contains 17296 members 
Mstep: Class 11 contains 152133 members 
Mstep: Class 12 contains 28031 members 
Mstep: Class 13 contains 7348 members 
Mstep: Class 14 contains 10030 members 
Mstep: Class 15 contains 2563 members 
Mstep: Class 16 contains 45074 members 
Mstep: Class 17 contains 6591 members 
Mstep: Class 18 contains 10636 members 
Mstep: Class 19 contains 37023 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18629 members 
Mstep: Class 22 contains 10500 members 
Mstep: Class 23 contains 8881 members 
Mstep: Class 24 contains 5335 members 
Mstep: Class 25 contains 29382 members 
Mstep: Class 26 contains 24979 members 
Mstep: Class 27 contains 16156 members 
Mstep: Class 28 contains 105054 members 
Mstep: Class 29 contains 27064 members 
Mstep: Class 30 contains 2297 members 
Mstep: Class 31 contains 2327 members 
Mstep: Class 32 contains 8205 members 
Mstep: Class 33 contains 583045 members 
Mstep: Class 34 contains 62951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988976.000000 Penalty: 119701.210938
Iteration 217Q: 35 clusters Score -1.11989e+08 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 8436 members 
Mstep: Class 3 contains 11822 members 
Mstep: Class 4 contains 10659 members 
Mstep: Class 5 contains 35803 members 
Mstep: Class 6 contains 77688 members 
Mstep: Class 7 contains 11536 members 
Mstep: Class 8 contains 2279 members 
Mstep: Class 9 contains 70258 members 
Mstep: Class 10 contains 17296 members 
Mstep: Class 11 contains 152124 members 
Mstep: Class 12 contains 28021 members 
Mstep: Class 13 contains 7346 members 
Mstep: Class 14 contains 10030 members 
Mstep: Class 15 contains 2563 members 
Mstep: Class 16 contains 45084 members 
Mstep: Class 17 contains 6591 members 
Mstep: Class 18 contains 10634 members 
Mstep: Class 19 contains 37022 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18633 members 
Mstep: Class 22 contains 10501 members 
Mstep: Class 23 contains 8881 members 
Mstep: Class 24 contains 5335 members 
Mstep: Class 25 contains 29383 members 
Mstep: Class 26 contains 24978 members 
Mstep: Class 27 contains 16153 members 
Mstep: Class 28 contains 105141 members 
Mstep: Class 29 contains 27074 members 
Mstep: Class 30 contains 2298 members 
Mstep: Class 31 contains 2327 members 
Mstep: Class 32 contains 8205 members 
Mstep: Class 33 contains 582923 members 
Mstep: Class 34 contains 62944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111989040.000000 Penalty: 119701.210938
Iteration 218Q: 35 clusters Score -1.11989e+08 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 8436 members 
Mstep: Class 3 contains 11827 members 
Mstep: Class 4 contains 10654 members 
Mstep: Class 5 contains 35876 members 
Mstep: Class 6 contains 77689 members 
Mstep: Class 7 contains 11536 members 
Mstep: Class 8 contains 2279 members 
Mstep: Class 9 contains 70239 members 
Mstep: Class 10 contains 17294 members 
Mstep: Class 11 contains 152118 members 
Mstep: Class 12 contains 28016 members 
Mstep: Class 13 contains 7346 members 
Mstep: Class 14 contains 10030 members 
Mstep: Class 15 contains 2563 members 
Mstep: Class 16 contains 45091 members 
Mstep: Class 17 contains 6591 members 
Mstep: Class 18 contains 10637 members 
Mstep: Class 19 contains 37023 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18630 members 
Mstep: Class 22 contains 10501 members 
Mstep: Class 23 contains 8881 members 
Mstep: Class 24 contains 5335 members 
Mstep: Class 25 contains 29385 members 
Mstep: Class 26 contains 24977 members 
Mstep: Class 27 contains 16153 members 
Mstep: Class 28 contains 105231 members 
Mstep: Class 29 contains 27080 members 
Mstep: Class 30 contains 2298 members 
Mstep: Class 31 contains 2327 members 
Mstep: Class 32 contains 8205 members 
Mstep: Class 33 contains 582783 members 
Mstep: Class 34 contains 62939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111989048.000000 Penalty: 119701.210938
Iteration 219Q: 35 clusters Score -1.11989e+08 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 8436 members 
Mstep: Class 3 contains 11835 members 
Mstep: Class 4 contains 10645 members 
Mstep: Class 5 contains 35935 members 
Mstep: Class 6 contains 77686 members 
Mstep: Class 7 contains 11537 members 
Mstep: Class 8 contains 2279 members 
Mstep: Class 9 contains 70219 members 
Mstep: Class 10 contains 17293 members 
Mstep: Class 11 contains 152114 members 
Mstep: Class 12 contains 28006 members 
Mstep: Class 13 contains 7345 members 
Mstep: Class 14 contains 10030 members 
Mstep: Class 15 contains 2563 members 
Mstep: Class 16 contains 45100 members 
Mstep: Class 17 contains 6588 members 
Mstep: Class 18 contains 10635 members 
Mstep: Class 19 contains 37024 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18633 members 
Mstep: Class 22 contains 10501 members 
Mstep: Class 23 contains 8881 members 
Mstep: Class 24 contains 5336 members 
Mstep: Class 25 contains 29393 members 
Mstep: Class 26 contains 24978 members 
Mstep: Class 27 contains 16153 members 
Mstep: Class 28 contains 105337 members 
Mstep: Class 29 contains 27091 members 
Mstep: Class 30 contains 2298 members 
Mstep: Class 31 contains 2327 members 
Mstep: Class 32 contains 8205 members 
Mstep: Class 33 contains 582631 members 
Mstep: Class 34 contains 62934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988976.000000 Penalty: 119701.210938
Iteration 220F: 35 clusters Score -1.11989e+08 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 8436 members 
Mstep: Class 3 contains 11840 members 
Mstep: Class 4 contains 10635 members 
Mstep: Class 5 contains 36006 members 
Mstep: Class 6 contains 77684 members 
Mstep: Class 7 contains 11537 members 
Mstep: Class 8 contains 2279 members 
Mstep: Class 9 contains 70201 members 
Mstep: Class 10 contains 17293 members 
Mstep: Class 11 contains 152111 members 
Mstep: Class 12 contains 28001 members 
Mstep: Class 13 contains 7344 members 
Mstep: Class 14 contains 10030 members 
Mstep: Class 15 contains 2563 members 
Mstep: Class 16 contains 45105 members 
Mstep: Class 17 contains 6588 members 
Mstep: Class 18 contains 10633 members 
Mstep: Class 19 contains 37026 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18629 members 
Mstep: Class 22 contains 10501 members 
Mstep: Class 23 contains 8881 members 
Mstep: Class 24 contains 5338 members 
Mstep: Class 25 contains 29397 members 
Mstep: Class 26 contains 24978 members 
Mstep: Class 27 contains 16153 members 
Mstep: Class 28 contains 105448 members 
Mstep: Class 29 contains 27096 members 
Mstep: Class 30 contains 2298 members 
Mstep: Class 31 contains 2327 members 
Mstep: Class 32 contains 8205 members 
Mstep: Class 33 contains 582479 members 
Mstep: Class 34 contains 62925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111989000.000000 Penalty: 119701.210938
Iteration 221Q: 35 clusters Score -1.11989e+08 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 8436 members 
Mstep: Class 3 contains 11844 members 
Mstep: Class 4 contains 10628 members 
Mstep: Class 5 contains 36068 members 
Mstep: Class 6 contains 77680 members 
Mstep: Class 7 contains 11536 members 
Mstep: Class 8 contains 2279 members 
Mstep: Class 9 contains 70181 members 
Mstep: Class 10 contains 17293 members 
Mstep: Class 11 contains 152094 members 
Mstep: Class 12 contains 28000 members 
Mstep: Class 13 contains 7342 members 
Mstep: Class 14 contains 10030 members 
Mstep: Class 15 contains 2563 members 
Mstep: Class 16 contains 45107 members 
Mstep: Class 17 contains 6588 members 
Mstep: Class 18 contains 10632 members 
Mstep: Class 19 contains 37028 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18624 members 
Mstep: Class 22 contains 10500 members 
Mstep: Class 23 contains 8882 members 
Mstep: Class 24 contains 5337 members 
Mstep: Class 25 contains 29400 members 
Mstep: Class 26 contains 24977 members 
Mstep: Class 27 contains 16153 members 
Mstep: Class 28 contains 105574 members 
Mstep: Class 29 contains 27101 members 
Mstep: Class 30 contains 2298 members 
Mstep: Class 31 contains 2327 members 
Mstep: Class 32 contains 8205 members 
Mstep: Class 33 contains 582344 members 
Mstep: Class 34 contains 62917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111989008.000000 Penalty: 119701.210938
Iteration 222Q: 35 clusters Score -1.11989e+08 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 8436 members 
Mstep: Class 3 contains 11847 members 
Mstep: Class 4 contains 10610 members 
Mstep: Class 5 contains 36141 members 
Mstep: Class 6 contains 77681 members 
Mstep: Class 7 contains 11535 members 
Mstep: Class 8 contains 2279 members 
Mstep: Class 9 contains 70164 members 
Mstep: Class 10 contains 17293 members 
Mstep: Class 11 contains 152082 members 
Mstep: Class 12 contains 27997 members 
Mstep: Class 13 contains 7340 members 
Mstep: Class 14 contains 10030 members 
Mstep: Class 15 contains 2563 members 
Mstep: Class 16 contains 45110 members 
Mstep: Class 17 contains 6586 members 
Mstep: Class 18 contains 10632 members 
Mstep: Class 19 contains 37029 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18620 members 
Mstep: Class 22 contains 10502 members 
Mstep: Class 23 contains 8882 members 
Mstep: Class 24 contains 5337 members 
Mstep: Class 25 contains 29399 members 
Mstep: Class 26 contains 24975 members 
Mstep: Class 27 contains 16153 members 
Mstep: Class 28 contains 105703 members 
Mstep: Class 29 contains 27102 members 
Mstep: Class 30 contains 2298 members 
Mstep: Class 31 contains 2327 members 
Mstep: Class 32 contains 8205 members 
Mstep: Class 33 contains 582199 members 
Mstep: Class 34 contains 62912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988928.000000 Penalty: 119701.210938
Iteration 223Q: 35 clusters Score -1.119889e+08 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 8436 members 
Mstep: Class 3 contains 11855 members 
Mstep: Class 4 contains 10600 members 
Mstep: Class 5 contains 36207 members 
Mstep: Class 6 contains 77685 members 
Mstep: Class 7 contains 11536 members 
Mstep: Class 8 contains 2279 members 
Mstep: Class 9 contains 70150 members 
Mstep: Class 10 contains 17293 members 
Mstep: Class 11 contains 152070 members 
Mstep: Class 12 contains 27996 members 
Mstep: Class 13 contains 7334 members 
Mstep: Class 14 contains 10030 members 
Mstep: Class 15 contains 2563 members 
Mstep: Class 16 contains 45111 members 
Mstep: Class 17 contains 6584 members 
Mstep: Class 18 contains 10629 members 
Mstep: Class 19 contains 37035 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18616 members 
Mstep: Class 22 contains 10502 members 
Mstep: Class 23 contains 8882 members 
Mstep: Class 24 contains 5337 members 
Mstep: Class 25 contains 29406 members 
Mstep: Class 26 contains 24974 members 
Mstep: Class 27 contains 16154 members 
Mstep: Class 28 contains 105838 members 
Mstep: Class 29 contains 27106 members 
Mstep: Class 30 contains 2298 members 
Mstep: Class 31 contains 2327 members 
Mstep: Class 32 contains 8205 members 
Mstep: Class 33 contains 582027 members 
Mstep: Class 34 contains 62906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988760.000000 Penalty: 119701.210938
Iteration 224Q: 35 clusters Score -1.119888e+08 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 8436 members 
Mstep: Class 3 contains 11869 members 
Mstep: Class 4 contains 10590 members 
Mstep: Class 5 contains 36293 members 
Mstep: Class 6 contains 77682 members 
Mstep: Class 7 contains 11536 members 
Mstep: Class 8 contains 2279 members 
Mstep: Class 9 contains 70131 members 
Mstep: Class 10 contains 17293 members 
Mstep: Class 11 contains 152055 members 
Mstep: Class 12 contains 27996 members 
Mstep: Class 13 contains 7333 members 
Mstep: Class 14 contains 10030 members 
Mstep: Class 15 contains 2563 members 
Mstep: Class 16 contains 45110 members 
Mstep: Class 17 contains 6584 members 
Mstep: Class 18 contains 10631 members 
Mstep: Class 19 contains 37037 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18603 members 
Mstep: Class 22 contains 10502 members 
Mstep: Class 23 contains 8882 members 
Mstep: Class 24 contains 5337 members 
Mstep: Class 25 contains 29409 members 
Mstep: Class 26 contains 24971 members 
Mstep: Class 27 contains 16154 members 
Mstep: Class 28 contains 105934 members 
Mstep: Class 29 contains 27110 members 
Mstep: Class 30 contains 2298 members 
Mstep: Class 31 contains 2328 members 
Mstep: Class 32 contains 8205 members 
Mstep: Class 33 contains 581897 members 
Mstep: Class 34 contains 62893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988768.000000 Penalty: 119701.210938
Iteration 225Q: 35 clusters Score -1.119888e+08 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 8436 members 
Mstep: Class 3 contains 11890 members 
Mstep: Class 4 contains 10575 members 
Mstep: Class 5 contains 36371 members 
Mstep: Class 6 contains 77678 members 
Mstep: Class 7 contains 11531 members 
Mstep: Class 8 contains 2279 members 
Mstep: Class 9 contains 70101 members 
Mstep: Class 10 contains 17292 members 
Mstep: Class 11 contains 152041 members 
Mstep: Class 12 contains 27995 members 
Mstep: Class 13 contains 7331 members 
Mstep: Class 14 contains 10030 members 
Mstep: Class 15 contains 2563 members 
Mstep: Class 16 contains 45110 members 
Mstep: Class 17 contains 6584 members 
Mstep: Class 18 contains 10632 members 
Mstep: Class 19 contains 37040 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18597 members 
Mstep: Class 22 contains 10503 members 
Mstep: Class 23 contains 8883 members 
Mstep: Class 24 contains 5337 members 
Mstep: Class 25 contains 29412 members 
Mstep: Class 26 contains 24969 members 
Mstep: Class 27 contains 16155 members 
Mstep: Class 28 contains 106011 members 
Mstep: Class 29 contains 27116 members 
Mstep: Class 30 contains 2298 members 
Mstep: Class 31 contains 2329 members 
Mstep: Class 32 contains 8205 members 
Mstep: Class 33 contains 581799 members 
Mstep: Class 34 contains 62882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988776.000000 Penalty: 119701.210938
Iteration 226Q: 35 clusters Score -1.119888e+08 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 8436 members 
Mstep: Class 3 contains 11899 members 
Mstep: Class 4 contains 10569 members 
Mstep: Class 5 contains 36441 members 
Mstep: Class 6 contains 77672 members 
Mstep: Class 7 contains 11524 members 
Mstep: Class 8 contains 2280 members 
Mstep: Class 9 contains 70080 members 
Mstep: Class 10 contains 17291 members 
Mstep: Class 11 contains 152038 members 
Mstep: Class 12 contains 27994 members 
Mstep: Class 13 contains 7330 members 
Mstep: Class 14 contains 10030 members 
Mstep: Class 15 contains 2563 members 
Mstep: Class 16 contains 45111 members 
Mstep: Class 17 contains 6584 members 
Mstep: Class 18 contains 10628 members 
Mstep: Class 19 contains 37047 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18591 members 
Mstep: Class 22 contains 10501 members 
Mstep: Class 23 contains 8881 members 
Mstep: Class 24 contains 5338 members 
Mstep: Class 25 contains 29417 members 
Mstep: Class 26 contains 24966 members 
Mstep: Class 27 contains 16156 members 
Mstep: Class 28 contains 106097 members 
Mstep: Class 29 contains 27126 members 
Mstep: Class 30 contains 2298 members 
Mstep: Class 31 contains 2329 members 
Mstep: Class 32 contains 8205 members 
Mstep: Class 33 contains 581690 members 
Mstep: Class 34 contains 62864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988792.000000 Penalty: 119701.210938
Iteration 227Q: 35 clusters Score -1.119888e+08 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 8436 members 
Mstep: Class 3 contains 11910 members 
Mstep: Class 4 contains 10558 members 
Mstep: Class 5 contains 36515 members 
Mstep: Class 6 contains 77670 members 
Mstep: Class 7 contains 11514 members 
Mstep: Class 8 contains 2281 members 
Mstep: Class 9 contains 70053 members 
Mstep: Class 10 contains 17291 members 
Mstep: Class 11 contains 152029 members 
Mstep: Class 12 contains 27993 members 
Mstep: Class 13 contains 7329 members 
Mstep: Class 14 contains 10030 members 
Mstep: Class 15 contains 2563 members 
Mstep: Class 16 contains 45112 members 
Mstep: Class 17 contains 6583 members 
Mstep: Class 18 contains 10628 members 
Mstep: Class 19 contains 37048 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18590 members 
Mstep: Class 22 contains 10498 members 
Mstep: Class 23 contains 8881 members 
Mstep: Class 24 contains 5338 members 
Mstep: Class 25 contains 29427 members 
Mstep: Class 26 contains 24965 members 
Mstep: Class 27 contains 16159 members 
Mstep: Class 28 contains 106177 members 
Mstep: Class 29 contains 27132 members 
Mstep: Class 30 contains 2299 members 
Mstep: Class 31 contains 2330 members 
Mstep: Class 32 contains 8205 members 
Mstep: Class 33 contains 581584 members 
Mstep: Class 34 contains 62850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988688.000000 Penalty: 119701.210938
Iteration 228Q: 35 clusters Score -1.119887e+08 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 8436 members 
Mstep: Class 3 contains 11926 members 
Mstep: Class 4 contains 10556 members 
Mstep: Class 5 contains 36585 members 
Mstep: Class 6 contains 77671 members 
Mstep: Class 7 contains 11508 members 
Mstep: Class 8 contains 2281 members 
Mstep: Class 9 contains 70026 members 
Mstep: Class 10 contains 17290 members 
Mstep: Class 11 contains 152027 members 
Mstep: Class 12 contains 27990 members 
Mstep: Class 13 contains 7328 members 
Mstep: Class 14 contains 10030 members 
Mstep: Class 15 contains 2563 members 
Mstep: Class 16 contains 45115 members 
Mstep: Class 17 contains 6582 members 
Mstep: Class 18 contains 10621 members 
Mstep: Class 19 contains 37052 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18593 members 
Mstep: Class 22 contains 10494 members 
Mstep: Class 23 contains 8881 members 
Mstep: Class 24 contains 5338 members 
Mstep: Class 25 contains 29431 members 
Mstep: Class 26 contains 24966 members 
Mstep: Class 27 contains 16161 members 
Mstep: Class 28 contains 106281 members 
Mstep: Class 29 contains 27138 members 
Mstep: Class 30 contains 2300 members 
Mstep: Class 31 contains 2330 members 
Mstep: Class 32 contains 8205 members 
Mstep: Class 33 contains 581441 members 
Mstep: Class 34 contains 62837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988728.000000 Penalty: 119701.210938
Iteration 229Q: 35 clusters Score -1.119887e+08 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 8436 members 
Mstep: Class 3 contains 11948 members 
Mstep: Class 4 contains 10555 members 
Mstep: Class 5 contains 36656 members 
Mstep: Class 6 contains 77664 members 
Mstep: Class 7 contains 11502 members 
Mstep: Class 8 contains 2281 members 
Mstep: Class 9 contains 69999 members 
Mstep: Class 10 contains 17287 members 
Mstep: Class 11 contains 152025 members 
Mstep: Class 12 contains 27987 members 
Mstep: Class 13 contains 7328 members 
Mstep: Class 14 contains 10030 members 
Mstep: Class 15 contains 2563 members 
Mstep: Class 16 contains 45116 members 
Mstep: Class 17 contains 6581 members 
Mstep: Class 18 contains 10618 members 
Mstep: Class 19 contains 37054 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18606 members 
Mstep: Class 22 contains 10492 members 
Mstep: Class 23 contains 8882 members 
Mstep: Class 24 contains 5337 members 
Mstep: Class 25 contains 29433 members 
Mstep: Class 26 contains 24964 members 
Mstep: Class 27 contains 16158 members 
Mstep: Class 28 contains 106342 members 
Mstep: Class 29 contains 27149 members 
Mstep: Class 30 contains 2300 members 
Mstep: Class 31 contains 2330 members 
Mstep: Class 32 contains 8204 members 
Mstep: Class 33 contains 581321 members 
Mstep: Class 34 contains 62834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988920.000000 Penalty: 119701.210938
Iteration 230Q: 35 clusters Score -1.119889e+08 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 8436 members 
Mstep: Class 3 contains 11969 members 
Mstep: Class 4 contains 10546 members 
Mstep: Class 5 contains 36728 members 
Mstep: Class 6 contains 77662 members 
Mstep: Class 7 contains 11496 members 
Mstep: Class 8 contains 2281 members 
Mstep: Class 9 contains 69963 members 
Mstep: Class 10 contains 17287 members 
Mstep: Class 11 contains 152014 members 
Mstep: Class 12 contains 27985 members 
Mstep: Class 13 contains 7327 members 
Mstep: Class 14 contains 10030 members 
Mstep: Class 15 contains 2563 members 
Mstep: Class 16 contains 45118 members 
Mstep: Class 17 contains 6581 members 
Mstep: Class 18 contains 10622 members 
Mstep: Class 19 contains 37064 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18617 members 
Mstep: Class 22 contains 10486 members 
Mstep: Class 23 contains 8883 members 
Mstep: Class 24 contains 5336 members 
Mstep: Class 25 contains 29434 members 
Mstep: Class 26 contains 24961 members 
Mstep: Class 27 contains 16158 members 
Mstep: Class 28 contains 106400 members 
Mstep: Class 29 contains 27153 members 
Mstep: Class 30 contains 2300 members 
Mstep: Class 31 contains 2330 members 
Mstep: Class 32 contains 8204 members 
Mstep: Class 33 contains 581221 members 
Mstep: Class 34 contains 62831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988736.000000 Penalty: 119701.210938
Iteration 231Q: 35 clusters Score -1.119887e+08 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 8436 members 
Mstep: Class 3 contains 11987 members 
Mstep: Class 4 contains 10532 members 
Mstep: Class 5 contains 36794 members 
Mstep: Class 6 contains 77659 members 
Mstep: Class 7 contains 11495 members 
Mstep: Class 8 contains 2281 members 
Mstep: Class 9 contains 69928 members 
Mstep: Class 10 contains 17287 members 
Mstep: Class 11 contains 152011 members 
Mstep: Class 12 contains 27983 members 
Mstep: Class 13 contains 7324 members 
Mstep: Class 14 contains 10030 members 
Mstep: Class 15 contains 2563 members 
Mstep: Class 16 contains 45119 members 
Mstep: Class 17 contains 6581 members 
Mstep: Class 18 contains 10621 members 
Mstep: Class 19 contains 37071 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18626 members 
Mstep: Class 22 contains 10483 members 
Mstep: Class 23 contains 8882 members 
Mstep: Class 24 contains 5336 members 
Mstep: Class 25 contains 29439 members 
Mstep: Class 26 contains 24959 members 
Mstep: Class 27 contains 16158 members 
Mstep: Class 28 contains 106458 members 
Mstep: Class 29 contains 27156 members 
Mstep: Class 30 contains 2301 members 
Mstep: Class 31 contains 2330 members 
Mstep: Class 32 contains 8204 members 
Mstep: Class 33 contains 581126 members 
Mstep: Class 34 contains 62827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988704.000000 Penalty: 119701.210938
Iteration 232Q: 35 clusters Score -1.119887e+08 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 8436 members 
Mstep: Class 3 contains 12007 members 
Mstep: Class 4 contains 10529 members 
Mstep: Class 5 contains 36862 members 
Mstep: Class 6 contains 77657 members 
Mstep: Class 7 contains 11486 members 
Mstep: Class 8 contains 2281 members 
Mstep: Class 9 contains 69904 members 
Mstep: Class 10 contains 17281 members 
Mstep: Class 11 contains 152003 members 
Mstep: Class 12 contains 27982 members 
Mstep: Class 13 contains 7320 members 
Mstep: Class 14 contains 10030 members 
Mstep: Class 15 contains 2563 members 
Mstep: Class 16 contains 45120 members 
Mstep: Class 17 contains 6581 members 
Mstep: Class 18 contains 10629 members 
Mstep: Class 19 contains 37073 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18632 members 
Mstep: Class 22 contains 10477 members 
Mstep: Class 23 contains 8883 members 
Mstep: Class 24 contains 5335 members 
Mstep: Class 25 contains 29447 members 
Mstep: Class 26 contains 24953 members 
Mstep: Class 27 contains 16157 members 
Mstep: Class 28 contains 106509 members 
Mstep: Class 29 contains 27160 members 
Mstep: Class 30 contains 2301 members 
Mstep: Class 31 contains 2330 members 
Mstep: Class 32 contains 8204 members 
Mstep: Class 33 contains 581033 members 
Mstep: Class 34 contains 62821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988584.000000 Penalty: 119701.210938
Iteration 233Q: 35 clusters Score -1.119886e+08 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 8436 members 
Mstep: Class 3 contains 12026 members 
Mstep: Class 4 contains 10525 members 
Mstep: Class 5 contains 36934 members 
Mstep: Class 6 contains 77659 members 
Mstep: Class 7 contains 11484 members 
Mstep: Class 8 contains 2281 members 
Mstep: Class 9 contains 69880 members 
Mstep: Class 10 contains 17283 members 
Mstep: Class 11 contains 152004 members 
Mstep: Class 12 contains 27981 members 
Mstep: Class 13 contains 7316 members 
Mstep: Class 14 contains 10029 members 
Mstep: Class 15 contains 2563 members 
Mstep: Class 16 contains 45120 members 
Mstep: Class 17 contains 6580 members 
Mstep: Class 18 contains 10635 members 
Mstep: Class 19 contains 37082 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18622 members 
Mstep: Class 22 contains 10475 members 
Mstep: Class 23 contains 8884 members 
Mstep: Class 24 contains 5335 members 
Mstep: Class 25 contains 29451 members 
Mstep: Class 26 contains 24947 members 
Mstep: Class 27 contains 16158 members 
Mstep: Class 28 contains 106567 members 
Mstep: Class 29 contains 27166 members 
Mstep: Class 30 contains 2301 members 
Mstep: Class 31 contains 2330 members 
Mstep: Class 32 contains 8204 members 
Mstep: Class 33 contains 580909 members 
Mstep: Class 34 contains 62815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988648.000000 Penalty: 119701.210938
Iteration 234Q: 35 clusters Score -1.119886e+08 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 8436 members 
Mstep: Class 3 contains 12050 members 
Mstep: Class 4 contains 10522 members 
Mstep: Class 5 contains 37009 members 
Mstep: Class 6 contains 77663 members 
Mstep: Class 7 contains 11478 members 
Mstep: Class 8 contains 2281 members 
Mstep: Class 9 contains 69855 members 
Mstep: Class 10 contains 17282 members 
Mstep: Class 11 contains 152001 members 
Mstep: Class 12 contains 27979 members 
Mstep: Class 13 contains 7312 members 
Mstep: Class 14 contains 10029 members 
Mstep: Class 15 contains 2563 members 
Mstep: Class 16 contains 45120 members 
Mstep: Class 17 contains 6579 members 
Mstep: Class 18 contains 10636 members 
Mstep: Class 19 contains 37090 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18615 members 
Mstep: Class 22 contains 10475 members 
Mstep: Class 23 contains 8884 members 
Mstep: Class 24 contains 5334 members 
Mstep: Class 25 contains 29450 members 
Mstep: Class 26 contains 24940 members 
Mstep: Class 27 contains 16159 members 
Mstep: Class 28 contains 106649 members 
Mstep: Class 29 contains 27172 members 
Mstep: Class 30 contains 2301 members 
Mstep: Class 31 contains 2330 members 
Mstep: Class 32 contains 8204 members 
Mstep: Class 33 contains 580778 members 
Mstep: Class 34 contains 62807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988680.000000 Penalty: 119701.210938
Iteration 235Q: 35 clusters Score -1.119887e+08 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 8436 members 
Mstep: Class 3 contains 12070 members 
Mstep: Class 4 contains 10516 members 
Mstep: Class 5 contains 37084 members 
Mstep: Class 6 contains 77667 members 
Mstep: Class 7 contains 11473 members 
Mstep: Class 8 contains 2281 members 
Mstep: Class 9 contains 69832 members 
Mstep: Class 10 contains 17282 members 
Mstep: Class 11 contains 151997 members 
Mstep: Class 12 contains 27975 members 
Mstep: Class 13 contains 7310 members 
Mstep: Class 14 contains 10029 members 
Mstep: Class 15 contains 2563 members 
Mstep: Class 16 contains 45120 members 
Mstep: Class 17 contains 6576 members 
Mstep: Class 18 contains 10633 members 
Mstep: Class 19 contains 37098 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18606 members 
Mstep: Class 22 contains 10474 members 
Mstep: Class 23 contains 8884 members 
Mstep: Class 24 contains 5334 members 
Mstep: Class 25 contains 29450 members 
Mstep: Class 26 contains 24941 members 
Mstep: Class 27 contains 16160 members 
Mstep: Class 28 contains 106739 members 
Mstep: Class 29 contains 27173 members 
Mstep: Class 30 contains 2301 members 
Mstep: Class 31 contains 2329 members 
Mstep: Class 32 contains 8204 members 
Mstep: Class 33 contains 580640 members 
Mstep: Class 34 contains 62807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988536.000000 Penalty: 119701.210938
Iteration 236Q: 35 clusters Score -1.119885e+08 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 8436 members 
Mstep: Class 3 contains 12093 members 
Mstep: Class 4 contains 10511 members 
Mstep: Class 5 contains 37159 members 
Mstep: Class 6 contains 77671 members 
Mstep: Class 7 contains 11465 members 
Mstep: Class 8 contains 2281 members 
Mstep: Class 9 contains 69810 members 
Mstep: Class 10 contains 17284 members 
Mstep: Class 11 contains 151998 members 
Mstep: Class 12 contains 27973 members 
Mstep: Class 13 contains 7308 members 
Mstep: Class 14 contains 10031 members 
Mstep: Class 15 contains 2563 members 
Mstep: Class 16 contains 45122 members 
Mstep: Class 17 contains 6574 members 
Mstep: Class 18 contains 10634 members 
Mstep: Class 19 contains 37100 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18589 members 
Mstep: Class 22 contains 10473 members 
Mstep: Class 23 contains 8884 members 
Mstep: Class 24 contains 5334 members 
Mstep: Class 25 contains 29456 members 
Mstep: Class 26 contains 24940 members 
Mstep: Class 27 contains 16159 members 
Mstep: Class 28 contains 106798 members 
Mstep: Class 29 contains 27176 members 
Mstep: Class 30 contains 2301 members 
Mstep: Class 31 contains 2328 members 
Mstep: Class 32 contains 8204 members 
Mstep: Class 33 contains 580525 members 
Mstep: Class 34 contains 62805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988584.000000 Penalty: 119701.210938
Iteration 237Q: 35 clusters Score -1.119886e+08 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 8436 members 
Mstep: Class 3 contains 12109 members 
Mstep: Class 4 contains 10499 members 
Mstep: Class 5 contains 37236 members 
Mstep: Class 6 contains 77675 members 
Mstep: Class 7 contains 11458 members 
Mstep: Class 8 contains 2281 members 
Mstep: Class 9 contains 69794 members 
Mstep: Class 10 contains 17284 members 
Mstep: Class 11 contains 151999 members 
Mstep: Class 12 contains 27967 members 
Mstep: Class 13 contains 7304 members 
Mstep: Class 14 contains 10031 members 
Mstep: Class 15 contains 2563 members 
Mstep: Class 16 contains 45128 members 
Mstep: Class 17 contains 6571 members 
Mstep: Class 18 contains 10632 members 
Mstep: Class 19 contains 37105 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18581 members 
Mstep: Class 22 contains 10471 members 
Mstep: Class 23 contains 8883 members 
Mstep: Class 24 contains 5334 members 
Mstep: Class 25 contains 29460 members 
Mstep: Class 26 contains 24939 members 
Mstep: Class 27 contains 16156 members 
Mstep: Class 28 contains 106862 members 
Mstep: Class 29 contains 27183 members 
Mstep: Class 30 contains 2301 members 
Mstep: Class 31 contains 2328 members 
Mstep: Class 32 contains 8204 members 
Mstep: Class 33 contains 580408 members 
Mstep: Class 34 contains 62804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988544.000000 Penalty: 119701.210938
Iteration 238Q: 35 clusters Score -1.119885e+08 nChanged 382
Entering ConstructFrom: 
Score: -111988544.000000 Penalty: 119701.210938
Entering ConstructFrom: 
Trying to split cluster 1 (9563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Entering Unmasked Estep 
Score: -704163.750000 Penalty: 2273.083008
	Iteration 0F: 2 clusters Score -704163.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -696750.437500 Penalty: 4546.166016
	Iteration 0F: 3 clusters Score -696750.4 nChanged 3899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -698863.562500 Penalty: 4546.166016
	Iteration 1F: 3 clusters Score -698863.6 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -699238.250000 Penalty: 4546.166016
	Iteration 2F: 3 clusters Score -699238.2 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -699642.625000 Penalty: 4546.166016
	Iteration 3F: 3 clusters Score -699642.6 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -700160.187500 Penalty: 4546.166016
	Iteration 4F: 3 clusters Score -700160.2 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -700804.062500 Penalty: 4546.166016
	Iteration 5F: 3 clusters Score -700804.1 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -701561.562500 Penalty: 4546.166016
	Iteration 6F: 3 clusters Score -701561.6 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -702280.500000 Penalty: 4546.166016
	Iteration 7F: 3 clusters Score -702280.5 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -702818.625000 Penalty: 4546.166016
	Iteration 8F: 3 clusters Score -702818.6 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -703188.250000 Penalty: 4546.166016
	Iteration 9F: 3 clusters Score -703188.2 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -703420.937500 Penalty: 4546.166016
	Iteration 10Q: 3 clusters Score -703420.9 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -703607.562500 Penalty: 4546.166016
	Iteration 11Q: 3 clusters Score -703607.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -703800.625000 Penalty: 4546.166016
	Iteration 12Q: 3 clusters Score -703800.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -704029.312500 Penalty: 4546.166016
	Iteration 13Q: 3 clusters Score -704029.3 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -704318.312500 Penalty: 4546.166016
	Iteration 14Q: 3 clusters Score -704318.3 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -704546.625000 Penalty: 4546.166016
	Iteration 15Q: 3 clusters Score -704546.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -704711.625000 Penalty: 4546.166016
	Iteration 16Q: 3 clusters Score -704711.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -704810.937500 Penalty: 4546.166016
	Iteration 17Q: 3 clusters Score -704810.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -704869.437500 Penalty: 4546.166016
	Iteration 18Q: 3 clusters Score -704869.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -704907.562500 Penalty: 4546.166016
	Iteration 19Q: 3 clusters Score -704907.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -704927.875000 Penalty: 4546.166016
	Iteration 20F: 3 clusters Score -704927.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -704937.125000 Penalty: 4546.166016
	Iteration 21Q: 3 clusters Score -704937.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -704945.000000 Penalty: 4546.166016
	Iteration 22Q: 3 clusters Score -704945 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -704947.687500 Penalty: 4546.166016
	Iteration 23Q: 3 clusters Score -704947.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -704949.250000 Penalty: 4546.166016
	Iteration 24Q: 3 clusters Score -704949.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -704950.937500 Penalty: 4546.166016
	Iteration 25Q: 3 clusters Score -704950.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -704951.875000 Penalty: 4546.166016
	Iteration 26Q: 3 clusters Score -704951.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -704951.812500 Penalty: 4546.166016
	Iteration 27Q: 3 clusters Score -704951.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -704952.937500 Penalty: 4546.166016
	Iteration 28Q: 3 clusters Score -704952.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -704952.937500 Penalty: 4546.166016
	Iteration 29F: 3 clusters Score -704952.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 8436 members 
Mstep: Class 3 contains 12122 members 
Mstep: Class 4 contains 10490 members 
Mstep: Class 5 contains 37315 members 
Mstep: Class 6 contains 77674 members 
Mstep: Class 7 contains 11452 members 
Mstep: Class 8 contains 2281 members 
Mstep: Class 9 contains 69772 members 
Mstep: Class 10 contains 17283 members 
Mstep: Class 11 contains 151992 members 
Mstep: Class 12 contains 27960 members 
Mstep: Class 13 contains 7302 members 
Mstep: Class 14 contains 10032 members 
Mstep: Class 15 contains 2563 members 
Mstep: Class 16 contains 45133 members 
Mstep: Class 17 contains 6568 members 
Mstep: Class 18 contains 10631 members 
Mstep: Class 19 contains 37105 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18585 members 
Mstep: Class 22 contains 10472 members 
Mstep: Class 23 contains 8884 members 
Mstep: Class 24 contains 5334 members 
Mstep: Class 25 contains 29463 members 
Mstep: Class 26 contains 24933 members 
Mstep: Class 27 contains 16157 members 
Mstep: Class 28 contains 106919 members 
Mstep: Class 29 contains 27189 members 
Mstep: Class 30 contains 2301 members 
Mstep: Class 31 contains 2328 members 
Mstep: Class 32 contains 8204 members 
Mstep: Class 33 contains 580310 members 
Mstep: Class 34 contains 62799 members 
Mstep: Class 35 contains 4164 members 
Entering Unmasked Estep 
Score: -111987856.000000 Penalty: 123221.835938
Splitting cluster 1 changes total score from -111988544.000000 to -111987856.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (8436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Entering Unmasked Estep 
Score: -650303.937500 Penalty: 2241.985352
	Iteration 0F: 2 clusters Score -650303.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -643626.875000 Penalty: 4483.970703
	Iteration 0F: 3 clusters Score -643626.9 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -645643.937500 Penalty: 4483.970703
	Iteration 1F: 3 clusters Score -645643.9 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -646189.437500 Penalty: 4483.970703
	Iteration 2F: 3 clusters Score -646189.4 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -646669.437500 Penalty: 4483.970703
	Iteration 3F: 3 clusters Score -646669.4 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -647075.125000 Penalty: 4483.970703
	Iteration 4F: 3 clusters Score -647075.1 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -647456.062500 Penalty: 4483.970703
	Iteration 5F: 3 clusters Score -647456.1 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -647820.437500 Penalty: 4483.970703
	Iteration 6F: 3 clusters Score -647820.4 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -648125.312500 Penalty: 4483.970703
	Iteration 7F: 3 clusters Score -648125.3 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -648385.000000 Penalty: 4483.970703
	Iteration 8Q: 3 clusters Score -648385 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -648605.312500 Penalty: 4483.970703
	Iteration 9Q: 3 clusters Score -648605.3 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -648809.750000 Penalty: 4483.970703
	Iteration 10Q: 3 clusters Score -648809.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -649023.125000 Penalty: 4483.970703
	Iteration 11Q: 3 clusters Score -649023.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -649213.500000 Penalty: 4483.970703
	Iteration 12Q: 3 clusters Score -649213.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -649379.812500 Penalty: 4483.970703
	Iteration 13Q: 3 clusters Score -649379.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -649514.062500 Penalty: 4483.970703
	Iteration 14Q: 3 clusters Score -649514.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -649594.687500 Penalty: 4483.970703
	Iteration 15Q: 3 clusters Score -649594.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -649629.500000 Penalty: 4483.970703
	Iteration 16Q: 3 clusters Score -649629.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -649644.437500 Penalty: 4483.970703
	Iteration 17Q: 3 clusters Score -649644.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -649650.437500 Penalty: 4483.970703
	Iteration 18Q: 3 clusters Score -649650.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -649656.187500 Penalty: 4483.970703
	Iteration 19Q: 3 clusters Score -649656.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -649656.312500 Penalty: 4483.970703
	Iteration 20F: 3 clusters Score -649656.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -649658.062500 Penalty: 4483.970703
	Iteration 21Q: 3 clusters Score -649658.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -649659.437500 Penalty: 4483.970703
	Iteration 22Q: 3 clusters Score -649659.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -649658.500000 Penalty: 4483.970703
	Iteration 23Q: 3 clusters Score -649658.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -649658.500000 Penalty: 4483.970703
	Iteration 24F: 3 clusters Score -649658.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Entering Unmasked Estep 
Score: -1013645.687500 Penalty: 2331.888916
	Iteration 0F: 2 clusters Score -1013646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1004621.625000 Penalty: 4663.777832
	Iteration 0F: 3 clusters Score -1004622 nChanged 5092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1007269.875000 Penalty: 4663.777832
	Iteration 1F: 3 clusters Score -1007270 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1007545.062500 Penalty: 4663.777832
	Iteration 2F: 3 clusters Score -1007545 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1007718.750000 Penalty: 4663.777832
	Iteration 3Q: 3 clusters Score -1007719 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1007863.000000 Penalty: 4663.777832
	Iteration 4Q: 3 clusters Score -1007863 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1008026.937500 Penalty: 4663.777832
	Iteration 5Q: 3 clusters Score -1008027 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1008213.000000 Penalty: 4663.777832
	Iteration 6Q: 3 clusters Score -1008213 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1008390.375000 Penalty: 4663.777832
	Iteration 7Q: 3 clusters Score -1008390 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1008587.250000 Penalty: 4663.777832
	Iteration 8Q: 3 clusters Score -1008587 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1008821.750000 Penalty: 4663.777832
	Iteration 9Q: 3 clusters Score -1008822 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1009146.312500 Penalty: 4663.777832
	Iteration 10Q: 3 clusters Score -1009146 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1009527.437500 Penalty: 4663.777832
	Iteration 11Q: 3 clusters Score -1009527 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1009954.687500 Penalty: 4663.777832
	Iteration 12Q: 3 clusters Score -1009955 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1010389.562500 Penalty: 4663.777832
	Iteration 13Q: 3 clusters Score -1010390 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1010753.625000 Penalty: 4663.777832
	Iteration 14Q: 3 clusters Score -1010754 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1011025.687500 Penalty: 4663.777832
	Iteration 15Q: 3 clusters Score -1011026 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1011217.875000 Penalty: 4663.777832
	Iteration 16Q: 3 clusters Score -1011218 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1011339.187500 Penalty: 4663.777832
	Iteration 17Q: 3 clusters Score -1011339 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1011410.437500 Penalty: 4663.777832
	Iteration 18Q: 3 clusters Score -1011410 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1011451.562500 Penalty: 4663.777832
	Iteration 19Q: 3 clusters Score -1011452 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1011481.250000 Penalty: 4663.777832
	Iteration 20F: 3 clusters Score -1011481 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1011504.500000 Penalty: 4663.777832
	Iteration 21Q: 3 clusters Score -1011504 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1011515.875000 Penalty: 4663.777832
	Iteration 22Q: 3 clusters Score -1011516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1011525.187500 Penalty: 4663.777832
	Iteration 23Q: 3 clusters Score -1011525 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1011528.750000 Penalty: 4663.777832
	Iteration 24Q: 3 clusters Score -1011529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1011530.812500 Penalty: 4663.777832
	Iteration 25Q: 3 clusters Score -1011531 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1011538.937500 Penalty: 4663.777832
	Iteration 26Q: 3 clusters Score -1011539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1011540.062500 Penalty: 4663.777832
	Iteration 27Q: 3 clusters Score -1011540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1011546.812500 Penalty: 4663.777832
	Iteration 28Q: 3 clusters Score -1011547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1011547.312500 Penalty: 4663.777832
	Iteration 29Q: 3 clusters Score -1011547 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1011547.312500 Penalty: 4663.777832
	Iteration 30F: 3 clusters Score -1011547 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Entering Unmasked Estep 
Score: -811216.500000 Penalty: 2296.028076
	Iteration 0F: 2 clusters Score -811216.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -803314.062500 Penalty: 4592.056152
	Iteration 0F: 3 clusters Score -803314.1 nChanged 4419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -805663.687500 Penalty: 4592.056152
	Iteration 1F: 3 clusters Score -805663.7 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -805985.625000 Penalty: 4592.056152
	Iteration 2F: 3 clusters Score -805985.6 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -806233.562500 Penalty: 4592.056152
	Iteration 3F: 3 clusters Score -806233.6 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -806440.125000 Penalty: 4592.056152
	Iteration 4Q: 3 clusters Score -806440.1 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -806608.000000 Penalty: 4592.056152
	Iteration 5Q: 3 clusters Score -806608 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -806766.375000 Penalty: 4592.056152
	Iteration 6Q: 3 clusters Score -806766.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -806890.437500 Penalty: 4592.056152
	Iteration 7Q: 3 clusters Score -806890.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -807009.000000 Penalty: 4592.056152
	Iteration 8Q: 3 clusters Score -807009 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -807128.937500 Penalty: 4592.056152
	Iteration 9Q: 3 clusters Score -807128.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -807247.062500 Penalty: 4592.056152
	Iteration 10Q: 3 clusters Score -807247.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -807392.437500 Penalty: 4592.056152
	Iteration 11Q: 3 clusters Score -807392.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -807527.937500 Penalty: 4592.056152
	Iteration 12Q: 3 clusters Score -807527.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -807664.250000 Penalty: 4592.056152
	Iteration 13Q: 3 clusters Score -807664.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -807801.375000 Penalty: 4592.056152
	Iteration 14Q: 3 clusters Score -807801.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -807925.687500 Penalty: 4592.056152
	Iteration 15Q: 3 clusters Score -807925.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -808020.000000 Penalty: 4592.056152
	Iteration 16Q: 3 clusters Score -808020 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -808085.125000 Penalty: 4592.056152
	Iteration 17Q: 3 clusters Score -808085.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -808130.875000 Penalty: 4592.056152
	Iteration 18Q: 3 clusters Score -808130.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -808163.500000 Penalty: 4592.056152
	Iteration 19Q: 3 clusters Score -808163.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -808189.250000 Penalty: 4592.056152
	Iteration 20F: 3 clusters Score -808189.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -808209.500000 Penalty: 4592.056152
	Iteration 21Q: 3 clusters Score -808209.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -808229.437500 Penalty: 4592.056152
	Iteration 22Q: 3 clusters Score -808229.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -808243.437500 Penalty: 4592.056152
	Iteration 23Q: 3 clusters Score -808243.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -808255.000000 Penalty: 4592.056152
	Iteration 24Q: 3 clusters Score -808255 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -808263.062500 Penalty: 4592.056152
	Iteration 25Q: 3 clusters Score -808263.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -808268.812500 Penalty: 4592.056152
	Iteration 26Q: 3 clusters Score -808268.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -808274.625000 Penalty: 4592.056152
	Iteration 27Q: 3 clusters Score -808274.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -808281.562500 Penalty: 4592.056152
	Iteration 28Q: 3 clusters Score -808281.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -808286.625000 Penalty: 4592.056152
	Iteration 29Q: 3 clusters Score -808286.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -808293.625000 Penalty: 4592.056152
	Iteration 30Q: 3 clusters Score -808293.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -808299.562500 Penalty: 4592.056152
	Iteration 31Q: 3 clusters Score -808299.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -808312.000000 Penalty: 4592.056152
	Iteration 32Q: 3 clusters Score -808312 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -808317.250000 Penalty: 4592.056152
	Iteration 33Q: 3 clusters Score -808317.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -808326.437500 Penalty: 4592.056152
	Iteration 34Q: 3 clusters Score -808326.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -808340.312500 Penalty: 4592.056152
	Iteration 35Q: 3 clusters Score -808340.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -808349.000000 Penalty: 4592.056152
	Iteration 36Q: 3 clusters Score -808349 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -808355.375000 Penalty: 4592.056152
	Iteration 37Q: 3 clusters Score -808355.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -808373.312500 Penalty: 4592.056152
	Iteration 38Q: 3 clusters Score -808373.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -808380.750000 Penalty: 4592.056152
	Iteration 39Q: 3 clusters Score -808380.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -808389.125000 Penalty: 4592.056152
	Iteration 40F: 3 clusters Score -808389.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -808403.312500 Penalty: 4592.056152
	Iteration 41Q: 3 clusters Score -808403.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -808417.687500 Penalty: 4592.056152
	Iteration 42Q: 3 clusters Score -808417.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -808422.625000 Penalty: 4592.056152
	Iteration 43Q: 3 clusters Score -808422.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -808430.375000 Penalty: 4592.056152
	Iteration 44Q: 3 clusters Score -808430.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -808438.437500 Penalty: 4592.056152
	Iteration 45Q: 3 clusters Score -808438.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -808448.500000 Penalty: 4592.056152
	Iteration 46Q: 3 clusters Score -808448.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -808456.187500 Penalty: 4592.056152
	Iteration 47Q: 3 clusters Score -808456.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -808463.187500 Penalty: 4592.056152
	Iteration 48Q: 3 clusters Score -808463.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -808467.125000 Penalty: 4592.056152
	Iteration 49Q: 3 clusters Score -808467.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -808475.937500 Penalty: 4592.056152
	Iteration 50Q: 3 clusters Score -808475.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -808486.250000 Penalty: 4592.056152
	Iteration 51Q: 3 clusters Score -808486.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -808503.500000 Penalty: 4592.056152
	Iteration 52Q: 3 clusters Score -808503.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -808515.500000 Penalty: 4592.056152
	Iteration 53Q: 3 clusters Score -808515.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -808533.125000 Penalty: 4592.056152
	Iteration 54Q: 3 clusters Score -808533.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -808555.187500 Penalty: 4592.056152
	Iteration 55Q: 3 clusters Score -808555.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -808580.000000 Penalty: 4592.056152
	Iteration 56Q: 3 clusters Score -808580 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -808610.062500 Penalty: 4592.056152
	Iteration 57Q: 3 clusters Score -808610.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -808637.312500 Penalty: 4592.056152
	Iteration 58Q: 3 clusters Score -808637.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -808669.250000 Penalty: 4592.056152
	Iteration 59Q: 3 clusters Score -808669.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -808707.312500 Penalty: 4592.056152
	Iteration 60F: 3 clusters Score -808707.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -808749.562500 Penalty: 4592.056152
	Iteration 61Q: 3 clusters Score -808749.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -808781.062500 Penalty: 4592.056152
	Iteration 62Q: 3 clusters Score -808781.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -808810.437500 Penalty: 4592.056152
	Iteration 63Q: 3 clusters Score -808810.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -808836.562500 Penalty: 4592.056152
	Iteration 64Q: 3 clusters Score -808836.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -808858.187500 Penalty: 4592.056152
	Iteration 65Q: 3 clusters Score -808858.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -808875.125000 Penalty: 4592.056152
	Iteration 66Q: 3 clusters Score -808875.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -808894.062500 Penalty: 4592.056152
	Iteration 67Q: 3 clusters Score -808894.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -808912.687500 Penalty: 4592.056152
	Iteration 68Q: 3 clusters Score -808912.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -808924.250000 Penalty: 4592.056152
	Iteration 69Q: 3 clusters Score -808924.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -808927.937500 Penalty: 4592.056152
	Iteration 70Q: 3 clusters Score -808927.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -808937.125000 Penalty: 4592.056152
	Iteration 71Q: 3 clusters Score -808937.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -808943.625000 Penalty: 4592.056152
	Iteration 72Q: 3 clusters Score -808943.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -808951.625000 Penalty: 4592.056152
	Iteration 73Q: 3 clusters Score -808951.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -808955.062500 Penalty: 4592.056152
	Iteration 74Q: 3 clusters Score -808955.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -808960.062500 Penalty: 4592.056152
	Iteration 75Q: 3 clusters Score -808960.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -808970.750000 Penalty: 4592.056152
	Iteration 76Q: 3 clusters Score -808970.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -808977.500000 Penalty: 4592.056152
	Iteration 77Q: 3 clusters Score -808977.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -808989.500000 Penalty: 4592.056152
	Iteration 78Q: 3 clusters Score -808989.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -809005.375000 Penalty: 4592.056152
	Iteration 79Q: 3 clusters Score -809005.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -809018.187500 Penalty: 4592.056152
	Iteration 80F: 3 clusters Score -809018.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -809024.500000 Penalty: 4592.056152
	Iteration 81Q: 3 clusters Score -809024.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -809032.812500 Penalty: 4592.056152
	Iteration 82Q: 3 clusters Score -809032.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -809040.750000 Penalty: 4592.056152
	Iteration 83Q: 3 clusters Score -809040.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -809044.812500 Penalty: 4592.056152
	Iteration 84Q: 3 clusters Score -809044.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -809050.937500 Penalty: 4592.056152
	Iteration 85Q: 3 clusters Score -809050.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -809051.625000 Penalty: 4592.056152
	Iteration 86Q: 3 clusters Score -809051.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -809055.000000 Penalty: 4592.056152
	Iteration 87Q: 3 clusters Score -809055 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -809055.062500 Penalty: 4592.056152
	Iteration 88Q: 3 clusters Score -809055.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -809058.750000 Penalty: 4592.056152
	Iteration 89Q: 3 clusters Score -809058.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -809060.062500 Penalty: 4592.056152
	Iteration 90Q: 3 clusters Score -809060.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -809062.812500 Penalty: 4592.056152
	Iteration 91Q: 3 clusters Score -809062.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -809063.125000 Penalty: 4592.056152
	Iteration 92Q: 3 clusters Score -809063.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -809063.375000 Penalty: 4592.056152
	Iteration 93Q: 3 clusters Score -809063.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -809065.500000 Penalty: 4592.056152
	Iteration 94Q: 3 clusters Score -809065.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -809066.000000 Penalty: 4592.056152
	Iteration 95Q: 3 clusters Score -809066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -809067.875000 Penalty: 4592.056152
	Iteration 96Q: 3 clusters Score -809067.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -809066.750000 Penalty: 4592.056152
	Iteration 97Q: 3 clusters Score -809066.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -809068.062500 Penalty: 4592.056152
	Iteration 98Q: 3 clusters Score -809068.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -809068.562500 Penalty: 4592.056152
	Iteration 99Q: 3 clusters Score -809068.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -809069.312500 Penalty: 4592.056152
	Iteration 100F: 3 clusters Score -809069.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -809072.437500 Penalty: 4592.056152
	Iteration 101Q: 3 clusters Score -809072.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -809074.187500 Penalty: 4592.056152
	Iteration 102Q: 3 clusters Score -809074.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -809075.312500 Penalty: 4592.056152
	Iteration 103Q: 3 clusters Score -809075.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -809076.812500 Penalty: 4592.056152
	Iteration 104Q: 3 clusters Score -809076.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -809082.625000 Penalty: 4592.056152
	Iteration 105Q: 3 clusters Score -809082.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -809085.437500 Penalty: 4592.056152
	Iteration 106Q: 3 clusters Score -809085.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -809093.500000 Penalty: 4592.056152
	Iteration 107Q: 3 clusters Score -809093.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -809103.562500 Penalty: 4592.056152
	Iteration 108Q: 3 clusters Score -809103.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -809112.125000 Penalty: 4592.056152
	Iteration 109Q: 3 clusters Score -809112.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -809116.187500 Penalty: 4592.056152
	Iteration 110Q: 3 clusters Score -809116.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -809122.250000 Penalty: 4592.056152
	Iteration 111Q: 3 clusters Score -809122.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -809125.000000 Penalty: 4592.056152
	Iteration 112Q: 3 clusters Score -809125 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -809128.875000 Penalty: 4592.056152
	Iteration 113Q: 3 clusters Score -809128.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -809133.312500 Penalty: 4592.056152
	Iteration 114Q: 3 clusters Score -809133.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -809136.562500 Penalty: 4592.056152
	Iteration 115Q: 3 clusters Score -809136.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -809135.875000 Penalty: 4592.056152
	Iteration 116Q: 3 clusters Score -809135.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -809141.062500 Penalty: 4592.056152
	Iteration 117Q: 3 clusters Score -809141.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -809142.812500 Penalty: 4592.056152
	Iteration 118Q: 3 clusters Score -809142.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -809144.125000 Penalty: 4592.056152
	Iteration 119Q: 3 clusters Score -809144.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -809145.875000 Penalty: 4592.056152
	Iteration 120F: 3 clusters Score -809145.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -809146.375000 Penalty: 4592.056152
	Iteration 121Q: 3 clusters Score -809146.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -809147.125000 Penalty: 4592.056152
	Iteration 122Q: 3 clusters Score -809147.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -809148.250000 Penalty: 4592.056152
	Iteration 123Q: 3 clusters Score -809148.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -809150.000000 Penalty: 4592.056152
	Iteration 124Q: 3 clusters Score -809150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -809151.375000 Penalty: 4592.056152
	Iteration 125Q: 3 clusters Score -809151.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -809151.625000 Penalty: 4592.056152
	Iteration 126Q: 3 clusters Score -809151.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -809153.000000 Penalty: 4592.056152
	Iteration 127Q: 3 clusters Score -809153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -809155.125000 Penalty: 4592.056152
	Iteration 128Q: 3 clusters Score -809155.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -809156.250000 Penalty: 4592.056152
	Iteration 129Q: 3 clusters Score -809156.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -809157.500000 Penalty: 4592.056152
	Iteration 130Q: 3 clusters Score -809157.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -809157.375000 Penalty: 4592.056152
	Iteration 131Q: 3 clusters Score -809157.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -809157.937500 Penalty: 4592.056152
	Iteration 132Q: 3 clusters Score -809157.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -809161.312500 Penalty: 4592.056152
	Iteration 133Q: 3 clusters Score -809161.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -809166.500000 Penalty: 4592.056152
	Iteration 134Q: 3 clusters Score -809166.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -809168.687500 Penalty: 4592.056152
	Iteration 135Q: 3 clusters Score -809168.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -809168.750000 Penalty: 4592.056152
	Iteration 136Q: 3 clusters Score -809168.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -809170.625000 Penalty: 4592.056152
	Iteration 137Q: 3 clusters Score -809170.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -809171.062500 Penalty: 4592.056152
	Iteration 138Q: 3 clusters Score -809171.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -809175.312500 Penalty: 4592.056152
	Iteration 139Q: 3 clusters Score -809175.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -809178.312500 Penalty: 4592.056152
	Iteration 140F: 3 clusters Score -809178.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -809182.000000 Penalty: 4592.056152
	Iteration 141Q: 3 clusters Score -809182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -809182.312500 Penalty: 4592.056152
	Iteration 142Q: 3 clusters Score -809182.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -809184.750000 Penalty: 4592.056152
	Iteration 143Q: 3 clusters Score -809184.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -809185.875000 Penalty: 4592.056152
	Iteration 144Q: 3 clusters Score -809185.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -809185.562500 Penalty: 4592.056152
	Iteration 145Q: 3 clusters Score -809185.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -809185.937500 Penalty: 4592.056152
	Iteration 146Q: 3 clusters Score -809185.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -809191.125000 Penalty: 4592.056152
	Iteration 147Q: 3 clusters Score -809191.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -809192.125000 Penalty: 4592.056152
	Iteration 148Q: 3 clusters Score -809192.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -809194.187500 Penalty: 4592.056152
	Iteration 149Q: 3 clusters Score -809194.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -809195.312500 Penalty: 4592.056152
	Iteration 150Q: 3 clusters Score -809195.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -809196.062500 Penalty: 4592.056152
	Iteration 151Q: 3 clusters Score -809196.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -809195.625000 Penalty: 4592.056152
	Iteration 152Q: 3 clusters Score -809195.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -809195.625000 Penalty: 4592.056152
	Iteration 153F: 3 clusters Score -809195.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (37315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37315 members 
Entering Unmasked Estep 
Score: -2927718.500000 Penalty: 2610.733398
	Iteration 0F: 2 clusters Score -2927718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18603 members 
Mstep: Class 2 contains 18712 members 
Entering Unmasked Estep 
Score: -2902608.750000 Penalty: 5221.466797
	Iteration 0F: 3 clusters Score -2902609 nChanged 16884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17813 members 
Mstep: Class 2 contains 19502 members 
Entering Unmasked Estep 
Score: -2911854.250000 Penalty: 5221.466797
	Iteration 1F: 3 clusters Score -2911854 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17330 members 
Mstep: Class 2 contains 19985 members 
Entering Unmasked Estep 
Score: -2912470.500000 Penalty: 5221.466797
	Iteration 2Q: 3 clusters Score -2912470 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16627 members 
Mstep: Class 2 contains 20688 members 
Entering Unmasked Estep 
Score: -2913170.250000 Penalty: 5221.466797
	Iteration 3Q: 3 clusters Score -2913170 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 21714 members 
Entering Unmasked Estep 
Score: -2914002.000000 Penalty: 5221.466797
	Iteration 4F: 3 clusters Score -2914002 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 23050 members 
Entering Unmasked Estep 
Score: -2915014.000000 Penalty: 5221.466797
	Iteration 5F: 3 clusters Score -2915014 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 24717 members 
Entering Unmasked Estep 
Score: -2916270.250000 Penalty: 5221.466797
	Iteration 6F: 3 clusters Score -2916270 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 26680 members 
Entering Unmasked Estep 
Score: -2917774.500000 Penalty: 5221.466797
	Iteration 7F: 3 clusters Score -2917774 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 28707 members 
Entering Unmasked Estep 
Score: -2919402.250000 Penalty: 5221.466797
	Iteration 8F: 3 clusters Score -2919402 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 30598 members 
Entering Unmasked Estep 
Score: -2920910.250000 Penalty: 5221.466797
	Iteration 9F: 3 clusters Score -2920910 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 32240 members 
Entering Unmasked Estep 
Score: -2922257.750000 Penalty: 5221.466797
	Iteration 10Q: 3 clusters Score -2922258 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 33614 members 
Entering Unmasked Estep 
Score: -2923383.500000 Penalty: 5221.466797
	Iteration 11Q: 3 clusters Score -2923384 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 34637 members 
Entering Unmasked Estep 
Score: -2924165.750000 Penalty: 5221.466797
	Iteration 12Q: 3 clusters Score -2924166 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 35373 members 
Entering Unmasked Estep 
Score: -2924705.750000 Penalty: 5221.466797
	Iteration 13Q: 3 clusters Score -2924706 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 35864 members 
Entering Unmasked Estep 
Score: -2925052.500000 Penalty: 5221.466797
	Iteration 14Q: 3 clusters Score -2925052 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 36155 members 
Entering Unmasked Estep 
Score: -2925247.250000 Penalty: 5221.466797
	Iteration 15Q: 3 clusters Score -2925247 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 36338 members 
Entering Unmasked Estep 
Score: -2925385.500000 Penalty: 5221.466797
	Iteration 16Q: 3 clusters Score -2925386 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 36492 members 
Entering Unmasked Estep 
Score: -2925503.500000 Penalty: 5221.466797
	Iteration 17Q: 3 clusters Score -2925504 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 36591 members 
Entering Unmasked Estep 
Score: -2925597.250000 Penalty: 5221.466797
	Iteration 18Q: 3 clusters Score -2925597 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 36647 members 
Entering Unmasked Estep 
Score: -2925651.500000 Penalty: 5221.466797
	Iteration 19Q: 3 clusters Score -2925652 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 36679 members 
Entering Unmasked Estep 
Score: -2925680.250000 Penalty: 5221.466797
	Iteration 20F: 3 clusters Score -2925680 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 36700 members 
Entering Unmasked Estep 
Score: -2925715.750000 Penalty: 5221.466797
	Iteration 21Q: 3 clusters Score -2925716 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 36719 members 
Entering Unmasked Estep 
Score: -2925728.250000 Penalty: 5221.466797
	Iteration 22Q: 3 clusters Score -2925728 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 36731 members 
Entering Unmasked Estep 
Score: -2925738.500000 Penalty: 5221.466797
	Iteration 23Q: 3 clusters Score -2925738 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 36739 members 
Entering Unmasked Estep 
Score: -2925748.750000 Penalty: 5221.466797
	Iteration 24Q: 3 clusters Score -2925749 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 36743 members 
Entering Unmasked Estep 
Score: -2925755.750000 Penalty: 5221.466797
	Iteration 25Q: 3 clusters Score -2925756 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 36750 members 
Entering Unmasked Estep 
Score: -2925759.500000 Penalty: 5221.466797
	Iteration 26Q: 3 clusters Score -2925760 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 36756 members 
Entering Unmasked Estep 
Score: -2925768.500000 Penalty: 5221.466797
	Iteration 27Q: 3 clusters Score -2925768 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 36767 members 
Entering Unmasked Estep 
Score: -2925779.500000 Penalty: 5221.466797
	Iteration 28Q: 3 clusters Score -2925780 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 36778 members 
Entering Unmasked Estep 
Score: -2925786.500000 Penalty: 5221.466797
	Iteration 29Q: 3 clusters Score -2925786 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 36780 members 
Entering Unmasked Estep 
Score: -2925793.500000 Penalty: 5221.466797
	Iteration 30Q: 3 clusters Score -2925794 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 36780 members 
Entering Unmasked Estep 
Score: -2925805.500000 Penalty: 5221.466797
	Iteration 31Q: 3 clusters Score -2925806 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 36779 members 
Entering Unmasked Estep 
Score: -2925810.750000 Penalty: 5221.466797
	Iteration 32Q: 3 clusters Score -2925811 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 36780 members 
Entering Unmasked Estep 
Score: -2925816.000000 Penalty: 5221.466797
	Iteration 33Q: 3 clusters Score -2925816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 36781 members 
Entering Unmasked Estep 
Score: -2925813.250000 Penalty: 5221.466797
	Iteration 34Q: 3 clusters Score -2925813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 36782 members 
Entering Unmasked Estep 
Score: -2925814.250000 Penalty: 5221.466797
	Iteration 35Q: 3 clusters Score -2925814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 36782 members 
Entering Unmasked Estep 
Score: -2925814.250000 Penalty: 5221.466797
	Iteration 36F: 3 clusters Score -2925814 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (77674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77674 members 
Entering Unmasked Estep 
Score: -6309883.500000 Penalty: 2792.548340
	Iteration 0F: 2 clusters Score -6309884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38763 members 
Mstep: Class 2 contains 38911 members 
Entering Unmasked Estep 
Score: -6258023.000000 Penalty: 5585.096680
	Iteration 0F: 3 clusters Score -6258023 nChanged 36216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37767 members 
Mstep: Class 2 contains 39907 members 
Entering Unmasked Estep 
Score: -6278329.000000 Penalty: 5585.096680
	Iteration 1F: 3 clusters Score -6278329 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37016 members 
Mstep: Class 2 contains 40658 members 
Entering Unmasked Estep 
Score: -6279096.000000 Penalty: 5585.096680
	Iteration 2Q: 3 clusters Score -6279096 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35845 members 
Mstep: Class 2 contains 41829 members 
Entering Unmasked Estep 
Score: -6279990.000000 Penalty: 5585.096680
	Iteration 3Q: 3 clusters Score -6279990 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34154 members 
Mstep: Class 2 contains 43520 members 
Entering Unmasked Estep 
Score: -6281142.500000 Penalty: 5585.096680
	Iteration 4Q: 3 clusters Score -6281142 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31792 members 
Mstep: Class 2 contains 45882 members 
Entering Unmasked Estep 
Score: -6282817.000000 Penalty: 5585.096680
	Iteration 5Q: 3 clusters Score -6282817 nChanged 4449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28715 members 
Mstep: Class 2 contains 48959 members 
Entering Unmasked Estep 
Score: -6285280.500000 Penalty: 5585.096680
	Iteration 6F: 3 clusters Score -6285280 nChanged 5201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24856 members 
Mstep: Class 2 contains 52818 members 
Entering Unmasked Estep 
Score: -6288788.000000 Penalty: 5585.096680
	Iteration 7F: 3 clusters Score -6288788 nChanged 5595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20453 members 
Mstep: Class 2 contains 57221 members 
Entering Unmasked Estep 
Score: -6292935.500000 Penalty: 5585.096680
	Iteration 8F: 3 clusters Score -6292936 nChanged 5072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16295 members 
Mstep: Class 2 contains 61379 members 
Entering Unmasked Estep 
Score: -6296900.500000 Penalty: 5585.096680
	Iteration 9F: 3 clusters Score -6296900 nChanged 4116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 64875 members 
Entering Unmasked Estep 
Score: -6300301.500000 Penalty: 5585.096680
	Iteration 10F: 3 clusters Score -6300302 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 67435 members 
Entering Unmasked Estep 
Score: -6302702.000000 Penalty: 5585.096680
	Iteration 11Q: 3 clusters Score -6302702 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 69250 members 
Entering Unmasked Estep 
Score: -6304267.000000 Penalty: 5585.096680
	Iteration 12Q: 3 clusters Score -6304267 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 70517 members 
Entering Unmasked Estep 
Score: -6305232.500000 Penalty: 5585.096680
	Iteration 13Q: 3 clusters Score -6305232 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 71448 members 
Entering Unmasked Estep 
Score: -6305854.500000 Penalty: 5585.096680
	Iteration 14Q: 3 clusters Score -6305854 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 72151 members 
Entering Unmasked Estep 
Score: -6306249.000000 Penalty: 5585.096680
	Iteration 15Q: 3 clusters Score -6306249 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 72726 members 
Entering Unmasked Estep 
Score: -6306597.500000 Penalty: 5585.096680
	Iteration 16Q: 3 clusters Score -6306598 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 73182 members 
Entering Unmasked Estep 
Score: -6306793.000000 Penalty: 5585.096680
	Iteration 17Q: 3 clusters Score -6306793 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 73575 members 
Entering Unmasked Estep 
Score: -6306948.000000 Penalty: 5585.096680
	Iteration 18Q: 3 clusters Score -6306948 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 73898 members 
Entering Unmasked Estep 
Score: -6307080.500000 Penalty: 5585.096680
	Iteration 19Q: 3 clusters Score -6307080 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 74162 members 
Entering Unmasked Estep 
Score: -6307154.500000 Penalty: 5585.096680
	Iteration 20F: 3 clusters Score -6307154 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 74400 members 
Entering Unmasked Estep 
Score: -6307232.500000 Penalty: 5585.096680
	Iteration 21Q: 3 clusters Score -6307232 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 74614 members 
Entering Unmasked Estep 
Score: -6307304.500000 Penalty: 5585.096680
	Iteration 22Q: 3 clusters Score -6307304 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 74805 members 
Entering Unmasked Estep 
Score: -6307365.000000 Penalty: 5585.096680
	Iteration 23Q: 3 clusters Score -6307365 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 74942 members 
Entering Unmasked Estep 
Score: -6307405.500000 Penalty: 5585.096680
	Iteration 24Q: 3 clusters Score -6307406 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 75062 members 
Entering Unmasked Estep 
Score: -6307446.500000 Penalty: 5585.096680
	Iteration 25Q: 3 clusters Score -6307446 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 75176 members 
Entering Unmasked Estep 
Score: -6307484.500000 Penalty: 5585.096680
	Iteration 26Q: 3 clusters Score -6307484 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 75282 members 
Entering Unmasked Estep 
Score: -6307512.500000 Penalty: 5585.096680
	Iteration 27Q: 3 clusters Score -6307512 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 75372 members 
Entering Unmasked Estep 
Score: -6307546.000000 Penalty: 5585.096680
	Iteration 28Q: 3 clusters Score -6307546 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 75464 members 
Entering Unmasked Estep 
Score: -6307570.500000 Penalty: 5585.096680
	Iteration 29Q: 3 clusters Score -6307570 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 75549 members 
Entering Unmasked Estep 
Score: -6307612.000000 Penalty: 5585.096680
	Iteration 30Q: 3 clusters Score -6307612 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 75628 members 
Entering Unmasked Estep 
Score: -6307618.500000 Penalty: 5585.096680
	Iteration 31Q: 3 clusters Score -6307618 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 75674 members 
Entering Unmasked Estep 
Score: -6307639.000000 Penalty: 5585.096680
	Iteration 32Q: 3 clusters Score -6307639 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 75720 members 
Entering Unmasked Estep 
Score: -6307677.000000 Penalty: 5585.096680
	Iteration 33Q: 3 clusters Score -6307677 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 75772 members 
Entering Unmasked Estep 
Score: -6307682.000000 Penalty: 5585.096680
	Iteration 34Q: 3 clusters Score -6307682 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 75811 members 
Entering Unmasked Estep 
Score: -6307675.500000 Penalty: 5585.096680
	Iteration 35Q: 3 clusters Score -6307676 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 75843 members 
Entering Unmasked Estep 
Score: -6307688.500000 Penalty: 5585.096680
	Iteration 36Q: 3 clusters Score -6307688 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 75872 members 
Entering Unmasked Estep 
Score: -6307688.000000 Penalty: 5585.096680
	Iteration 37Q: 3 clusters Score -6307688 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 75893 members 
Entering Unmasked Estep 
Score: -6307690.500000 Penalty: 5585.096680
	Iteration 38Q: 3 clusters Score -6307690 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 75915 members 
Entering Unmasked Estep 
Score: -6307700.500000 Penalty: 5585.096680
	Iteration 39Q: 3 clusters Score -6307700 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 75938 members 
Entering Unmasked Estep 
Score: -6307714.000000 Penalty: 5585.096680
	Iteration 40F: 3 clusters Score -6307714 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 75953 members 
Entering Unmasked Estep 
Score: -6307709.000000 Penalty: 5585.096680
	Iteration 41Q: 3 clusters Score -6307709 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 75963 members 
Entering Unmasked Estep 
Score: -6307709.500000 Penalty: 5585.096680
	Iteration 42Q: 3 clusters Score -6307710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 75971 members 
Entering Unmasked Estep 
Score: -6307714.000000 Penalty: 5585.096680
	Iteration 43Q: 3 clusters Score -6307714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 75976 members 
Entering Unmasked Estep 
Score: -6307717.000000 Penalty: 5585.096680
	Iteration 44Q: 3 clusters Score -6307717 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 75980 members 
Entering Unmasked Estep 
Score: -6307716.500000 Penalty: 5585.096680
	Iteration 45Q: 3 clusters Score -6307716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 75984 members 
Entering Unmasked Estep 
Score: -6307709.500000 Penalty: 5585.096680
	Iteration 46Q: 3 clusters Score -6307710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 75988 members 
Entering Unmasked Estep 
Score: -6307714.000000 Penalty: 5585.096680
	Iteration 47Q: 3 clusters Score -6307714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 75992 members 
Entering Unmasked Estep 
Score: -6307717.000000 Penalty: 5585.096680
	Iteration 48Q: 3 clusters Score -6307717 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 75997 members 
Entering Unmasked Estep 
Score: -6307721.500000 Penalty: 5585.096680
	Iteration 49Q: 3 clusters Score -6307722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 76004 members 
Entering Unmasked Estep 
Score: -6307727.000000 Penalty: 5585.096680
	Iteration 50Q: 3 clusters Score -6307727 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 76009 members 
Entering Unmasked Estep 
Score: -6307726.500000 Penalty: 5585.096680
	Iteration 51Q: 3 clusters Score -6307726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 76012 members 
Entering Unmasked Estep 
Score: -6307726.000000 Penalty: 5585.096680
	Iteration 52Q: 3 clusters Score -6307726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 76012 members 
Entering Unmasked Estep 
Score: -6307723.000000 Penalty: 5585.096680
	Iteration 53Q: 3 clusters Score -6307723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 76013 members 
Entering Unmasked Estep 
Score: -6307729.000000 Penalty: 5585.096680
	Iteration 54Q: 3 clusters Score -6307729 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 76014 members 
Entering Unmasked Estep 
Score: -6307728.000000 Penalty: 5585.096680
	Iteration 55Q: 3 clusters Score -6307728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 76016 members 
Entering Unmasked Estep 
Score: -6307729.000000 Penalty: 5585.096680
	Iteration 56Q: 3 clusters Score -6307729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 76019 members 
Entering Unmasked Estep 
Score: -6307724.000000 Penalty: 5585.096680
	Iteration 57Q: 3 clusters Score -6307724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 76022 members 
Entering Unmasked Estep 
Score: -6307731.000000 Penalty: 5585.096680
	Iteration 58Q: 3 clusters Score -6307731 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 76027 members 
Entering Unmasked Estep 
Score: -6307725.000000 Penalty: 5585.096680
	Iteration 59Q: 3 clusters Score -6307725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 76030 members 
Entering Unmasked Estep 
Score: -6307736.500000 Penalty: 5585.096680
	Iteration 60F: 3 clusters Score -6307736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 76031 members 
Entering Unmasked Estep 
Score: -6307738.500000 Penalty: 5585.096680
	Iteration 61Q: 3 clusters Score -6307738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 76031 members 
Entering Unmasked Estep 
Score: -6307738.500000 Penalty: 5585.096680
	Iteration 62F: 3 clusters Score -6307738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Entering Unmasked Estep 
Score: -933428.312500 Penalty: 2317.788086
	Iteration 0F: 2 clusters Score -933428.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -924831.750000 Penalty: 4635.576172
	Iteration 0F: 3 clusters Score -924831.8 nChanged 4782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -927263.437500 Penalty: 4635.576172
	Iteration 1F: 3 clusters Score -927263.4 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -927663.562500 Penalty: 4635.576172
	Iteration 2F: 3 clusters Score -927663.6 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -928045.187500 Penalty: 4635.576172
	Iteration 3F: 3 clusters Score -928045.2 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -928434.875000 Penalty: 4635.576172
	Iteration 4F: 3 clusters Score -928434.9 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -928871.687500 Penalty: 4635.576172
	Iteration 5F: 3 clusters Score -928871.7 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -929430.312500 Penalty: 4635.576172
	Iteration 6F: 3 clusters Score -929430.3 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -929987.500000 Penalty: 4635.576172
	Iteration 7F: 3 clusters Score -929987.5 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -930455.812500 Penalty: 4635.576172
	Iteration 8F: 3 clusters Score -930455.8 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -930782.750000 Penalty: 4635.576172
	Iteration 9Q: 3 clusters Score -930782.8 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -931042.687500 Penalty: 4635.576172
	Iteration 10Q: 3 clusters Score -931042.7 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -931230.000000 Penalty: 4635.576172
	Iteration 11Q: 3 clusters Score -931230 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -931346.187500 Penalty: 4635.576172
	Iteration 12Q: 3 clusters Score -931346.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -931432.812500 Penalty: 4635.576172
	Iteration 13Q: 3 clusters Score -931432.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -931494.250000 Penalty: 4635.576172
	Iteration 14Q: 3 clusters Score -931494.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -931550.375000 Penalty: 4635.576172
	Iteration 15Q: 3 clusters Score -931550.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -931593.000000 Penalty: 4635.576172
	Iteration 16Q: 3 clusters Score -931593 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -931618.000000 Penalty: 4635.576172
	Iteration 17Q: 3 clusters Score -931618 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -931638.687500 Penalty: 4635.576172
	Iteration 18Q: 3 clusters Score -931638.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -931644.625000 Penalty: 4635.576172
	Iteration 19Q: 3 clusters Score -931644.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -931657.937500 Penalty: 4635.576172
	Iteration 20F: 3 clusters Score -931657.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -931662.125000 Penalty: 4635.576172
	Iteration 21Q: 3 clusters Score -931662.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -931670.562500 Penalty: 4635.576172
	Iteration 22Q: 3 clusters Score -931670.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -931675.625000 Penalty: 4635.576172
	Iteration 23Q: 3 clusters Score -931675.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -931684.687500 Penalty: 4635.576172
	Iteration 24Q: 3 clusters Score -931684.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -931687.750000 Penalty: 4635.576172
	Iteration 25Q: 3 clusters Score -931687.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -931688.937500 Penalty: 4635.576172
	Iteration 26Q: 3 clusters Score -931688.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -931693.000000 Penalty: 4635.576172
	Iteration 27Q: 3 clusters Score -931693 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -931695.437500 Penalty: 4635.576172
	Iteration 28Q: 3 clusters Score -931695.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -931697.062500 Penalty: 4635.576172
	Iteration 29Q: 3 clusters Score -931697.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -931697.500000 Penalty: 4635.576172
	Iteration 30Q: 3 clusters Score -931697.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -931699.562500 Penalty: 4635.576172
	Iteration 31Q: 3 clusters Score -931699.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -931699.812500 Penalty: 4635.576172
	Iteration 32Q: 3 clusters Score -931699.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -931698.812500 Penalty: 4635.576172
	Iteration 33Q: 3 clusters Score -931698.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -931698.375000 Penalty: 4635.576172
	Iteration 34Q: 3 clusters Score -931698.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -931698.375000 Penalty: 4635.576172
	Iteration 35F: 3 clusters Score -931698.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Entering Unmasked Estep 
Score: -147659.796875 Penalty: 1917.627563
	Iteration 0F: 2 clusters Score -147659.8 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 1152 members 
Entering Unmasked Estep 
Score: -144960.468750 Penalty: 3835.255127
	Iteration 0F: 3 clusters Score -144960.5 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -145811.250000 Penalty: 3835.255127
	Iteration 1F: 3 clusters Score -145811.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -146176.859375 Penalty: 3835.255127
	Iteration 2F: 3 clusters Score -146176.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -146436.015625 Penalty: 3835.255127
	Iteration 3F: 3 clusters Score -146436 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -146621.546875 Penalty: 3835.255127
	Iteration 4F: 3 clusters Score -146621.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -146743.015625 Penalty: 3835.255127
	Iteration 5Q: 3 clusters Score -146743 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -146818.531250 Penalty: 3835.255127
	Iteration 6Q: 3 clusters Score -146818.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -146871.437500 Penalty: 3835.255127
	Iteration 7Q: 3 clusters Score -146871.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -146901.468750 Penalty: 3835.255127
	Iteration 8Q: 3 clusters Score -146901.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -146922.265625 Penalty: 3835.255127
	Iteration 9Q: 3 clusters Score -146922.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -146933.671875 Penalty: 3835.255127
	Iteration 10Q: 3 clusters Score -146933.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -146937.406250 Penalty: 3835.255127
	Iteration 11Q: 3 clusters Score -146937.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -146941.796875 Penalty: 3835.255127
	Iteration 12Q: 3 clusters Score -146941.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -146944.234375 Penalty: 3835.255127
	Iteration 13Q: 3 clusters Score -146944.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -146944.906250 Penalty: 3835.255127
	Iteration 14Q: 3 clusters Score -146944.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -146946.015625 Penalty: 3835.255127
	Iteration 15Q: 3 clusters Score -146946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -146946.015625 Penalty: 3835.255127
	Iteration 16F: 3 clusters Score -146946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (69772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69772 members 
Entering Unmasked Estep 
Score: -5482668.000000 Penalty: 2765.941162
	Iteration 0F: 2 clusters Score -5482668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35166 members 
Mstep: Class 2 contains 34606 members 
Entering Unmasked Estep 
Score: -5435999.500000 Penalty: 5531.882324
	Iteration 0F: 3 clusters Score -5436000 nChanged 32528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38316 members 
Mstep: Class 2 contains 31456 members 
Entering Unmasked Estep 
Score: -5454654.500000 Penalty: 5531.882324
	Iteration 1F: 3 clusters Score -5454654 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40252 members 
Mstep: Class 2 contains 29520 members 
Entering Unmasked Estep 
Score: -5455648.500000 Penalty: 5531.882324
	Iteration 2Q: 3 clusters Score -5455648 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43158 members 
Mstep: Class 2 contains 26614 members 
Entering Unmasked Estep 
Score: -5457290.500000 Penalty: 5531.882324
	Iteration 3F: 3 clusters Score -5457290 nChanged 4423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47223 members 
Mstep: Class 2 contains 22549 members 
Entering Unmasked Estep 
Score: -5459859.000000 Penalty: 5531.882324
	Iteration 4F: 3 clusters Score -5459859 nChanged 5324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52401 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -5463836.000000 Penalty: 5531.882324
	Iteration 5F: 3 clusters Score -5463836 nChanged 5747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58102 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -5468960.000000 Penalty: 5531.882324
	Iteration 6F: 3 clusters Score -5468960 nChanged 5120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63204 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -5473879.000000 Penalty: 5531.882324
	Iteration 7F: 3 clusters Score -5473879 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66726 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -5477309.500000 Penalty: 5531.882324
	Iteration 8F: 3 clusters Score -5477310 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68551 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -5479095.500000 Penalty: 5531.882324
	Iteration 9Q: 3 clusters Score -5479096 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69220 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -5479782.500000 Penalty: 5531.882324
	Iteration 10Q: 3 clusters Score -5479782 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69416 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -5479996.500000 Penalty: 5531.882324
	Iteration 11Q: 3 clusters Score -5479996 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69486 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -5480123.000000 Penalty: 5531.882324
	Iteration 12Q: 3 clusters Score -5480123 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69519 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -5480164.000000 Penalty: 5531.882324
	Iteration 13Q: 3 clusters Score -5480164 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69542 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -5480201.500000 Penalty: 5531.882324
	Iteration 14Q: 3 clusters Score -5480202 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69548 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -5480218.000000 Penalty: 5531.882324
	Iteration 15Q: 3 clusters Score -5480218 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69551 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -5480231.000000 Penalty: 5531.882324
	Iteration 16Q: 3 clusters Score -5480231 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69552 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -5480234.500000 Penalty: 5531.882324
	Iteration 17Q: 3 clusters Score -5480234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69554 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -5480239.500000 Penalty: 5531.882324
	Iteration 18Q: 3 clusters Score -5480240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69552 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -5480244.500000 Penalty: 5531.882324
	Iteration 19Q: 3 clusters Score -5480244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69552 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -5480249.500000 Penalty: 5531.882324
	Iteration 20F: 3 clusters Score -5480250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69557 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -5480252.500000 Penalty: 5531.882324
	Iteration 21Q: 3 clusters Score -5480252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69558 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -5480251.000000 Penalty: 5531.882324
	Iteration 22Q: 3 clusters Score -5480251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69559 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -5480259.500000 Penalty: 5531.882324
	Iteration 23Q: 3 clusters Score -5480260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69561 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -5480263.000000 Penalty: 5531.882324
	Iteration 24Q: 3 clusters Score -5480263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69560 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -5480269.000000 Penalty: 5531.882324
	Iteration 25Q: 3 clusters Score -5480269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69560 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -5480271.500000 Penalty: 5531.882324
	Iteration 26Q: 3 clusters Score -5480272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69560 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -5480274.000000 Penalty: 5531.882324
	Iteration 27Q: 3 clusters Score -5480274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69560 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -5480274.000000 Penalty: 5531.882324
	Iteration 28F: 3 clusters Score -5480274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (17283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17283 members 
Entering Unmasked Estep 
Score: -1371115.000000 Penalty: 2419.854736
	Iteration 0F: 2 clusters Score -1371115 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -1358937.500000 Penalty: 4839.709473
	Iteration 0F: 3 clusters Score -1358938 nChanged 7446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -1362922.875000 Penalty: 4839.709473
	Iteration 1F: 3 clusters Score -1362923 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -1363628.125000 Penalty: 4839.709473
	Iteration 2F: 3 clusters Score -1363628 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -1364586.500000 Penalty: 4839.709473
	Iteration 3F: 3 clusters Score -1364586 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -1365728.500000 Penalty: 4839.709473
	Iteration 4F: 3 clusters Score -1365728 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -1366702.125000 Penalty: 4839.709473
	Iteration 5F: 3 clusters Score -1366702 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -1367419.875000 Penalty: 4839.709473
	Iteration 6F: 3 clusters Score -1367420 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -1367986.250000 Penalty: 4839.709473
	Iteration 7F: 3 clusters Score -1367986 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -1368407.625000 Penalty: 4839.709473
	Iteration 8Q: 3 clusters Score -1368408 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -1368679.625000 Penalty: 4839.709473
	Iteration 9Q: 3 clusters Score -1368680 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -1368879.750000 Penalty: 4839.709473
	Iteration 10Q: 3 clusters Score -1368880 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -1369044.625000 Penalty: 4839.709473
	Iteration 11Q: 3 clusters Score -1369045 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -1369199.250000 Penalty: 4839.709473
	Iteration 12Q: 3 clusters Score -1369199 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -1369334.875000 Penalty: 4839.709473
	Iteration 13Q: 3 clusters Score -1369335 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -1369430.250000 Penalty: 4839.709473
	Iteration 14Q: 3 clusters Score -1369430 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -1369515.625000 Penalty: 4839.709473
	Iteration 15Q: 3 clusters Score -1369516 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -1369594.875000 Penalty: 4839.709473
	Iteration 16Q: 3 clusters Score -1369595 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -1369665.250000 Penalty: 4839.709473
	Iteration 17Q: 3 clusters Score -1369665 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -1369715.625000 Penalty: 4839.709473
	Iteration 18Q: 3 clusters Score -1369716 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -1369751.125000 Penalty: 4839.709473
	Iteration 19Q: 3 clusters Score -1369751 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -1369778.375000 Penalty: 4839.709473
	Iteration 20F: 3 clusters Score -1369778 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1369803.000000 Penalty: 4839.709473
	Iteration 21Q: 3 clusters Score -1369803 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -1369827.250000 Penalty: 4839.709473
	Iteration 22Q: 3 clusters Score -1369827 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1369847.625000 Penalty: 4839.709473
	Iteration 23Q: 3 clusters Score -1369848 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1369857.750000 Penalty: 4839.709473
	Iteration 24Q: 3 clusters Score -1369858 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -1369878.750000 Penalty: 4839.709473
	Iteration 25Q: 3 clusters Score -1369879 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1369894.125000 Penalty: 4839.709473
	Iteration 26Q: 3 clusters Score -1369894 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1369910.750000 Penalty: 4839.709473
	Iteration 27Q: 3 clusters Score -1369911 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1369925.625000 Penalty: 4839.709473
	Iteration 28Q: 3 clusters Score -1369926 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1369937.250000 Penalty: 4839.709473
	Iteration 29Q: 3 clusters Score -1369937 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1369955.500000 Penalty: 4839.709473
	Iteration 30Q: 3 clusters Score -1369956 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1369977.250000 Penalty: 4839.709473
	Iteration 31Q: 3 clusters Score -1369977 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1369993.375000 Penalty: 4839.709473
	Iteration 32Q: 3 clusters Score -1369993 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1370012.500000 Penalty: 4839.709473
	Iteration 33Q: 3 clusters Score -1370012 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1370040.125000 Penalty: 4839.709473
	Iteration 34Q: 3 clusters Score -1370040 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1370073.250000 Penalty: 4839.709473
	Iteration 35Q: 3 clusters Score -1370073 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1370103.500000 Penalty: 4839.709473
	Iteration 36Q: 3 clusters Score -1370104 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1370142.125000 Penalty: 4839.709473
	Iteration 37Q: 3 clusters Score -1370142 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1370169.250000 Penalty: 4839.709473
	Iteration 38Q: 3 clusters Score -1370169 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1370194.875000 Penalty: 4839.709473
	Iteration 39Q: 3 clusters Score -1370195 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1370221.250000 Penalty: 4839.709473
	Iteration 40F: 3 clusters Score -1370221 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1370256.250000 Penalty: 4839.709473
	Iteration 41Q: 3 clusters Score -1370256 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1370274.500000 Penalty: 4839.709473
	Iteration 42Q: 3 clusters Score -1370274 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1370300.250000 Penalty: 4839.709473
	Iteration 43Q: 3 clusters Score -1370300 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1370327.750000 Penalty: 4839.709473
	Iteration 44Q: 3 clusters Score -1370328 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1370358.500000 Penalty: 4839.709473
	Iteration 45Q: 3 clusters Score -1370358 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1370380.625000 Penalty: 4839.709473
	Iteration 46Q: 3 clusters Score -1370381 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1370397.250000 Penalty: 4839.709473
	Iteration 47Q: 3 clusters Score -1370397 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1370415.875000 Penalty: 4839.709473
	Iteration 48Q: 3 clusters Score -1370416 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1370429.625000 Penalty: 4839.709473
	Iteration 49Q: 3 clusters Score -1370430 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1370443.750000 Penalty: 4839.709473
	Iteration 50Q: 3 clusters Score -1370444 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1370455.250000 Penalty: 4839.709473
	Iteration 51Q: 3 clusters Score -1370455 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1370469.250000 Penalty: 4839.709473
	Iteration 52Q: 3 clusters Score -1370469 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1370476.875000 Penalty: 4839.709473
	Iteration 53Q: 3 clusters Score -1370477 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1370482.875000 Penalty: 4839.709473
	Iteration 54Q: 3 clusters Score -1370483 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1370489.250000 Penalty: 4839.709473
	Iteration 55Q: 3 clusters Score -1370489 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1370498.375000 Penalty: 4839.709473
	Iteration 56Q: 3 clusters Score -1370498 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1370507.125000 Penalty: 4839.709473
	Iteration 57Q: 3 clusters Score -1370507 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1370513.000000 Penalty: 4839.709473
	Iteration 58Q: 3 clusters Score -1370513 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1370524.875000 Penalty: 4839.709473
	Iteration 59Q: 3 clusters Score -1370525 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1370538.125000 Penalty: 4839.709473
	Iteration 60F: 3 clusters Score -1370538 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1370543.750000 Penalty: 4839.709473
	Iteration 61Q: 3 clusters Score -1370544 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1370552.625000 Penalty: 4839.709473
	Iteration 62Q: 3 clusters Score -1370553 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1370557.625000 Penalty: 4839.709473
	Iteration 63Q: 3 clusters Score -1370558 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1370565.000000 Penalty: 4839.709473
	Iteration 64Q: 3 clusters Score -1370565 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1370575.000000 Penalty: 4839.709473
	Iteration 65Q: 3 clusters Score -1370575 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1370577.875000 Penalty: 4839.709473
	Iteration 66Q: 3 clusters Score -1370578 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1370577.750000 Penalty: 4839.709473
	Iteration 67Q: 3 clusters Score -1370578 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1370581.625000 Penalty: 4839.709473
	Iteration 68Q: 3 clusters Score -1370582 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1370582.625000 Penalty: 4839.709473
	Iteration 69Q: 3 clusters Score -1370583 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1370587.000000 Penalty: 4839.709473
	Iteration 70Q: 3 clusters Score -1370587 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1370587.250000 Penalty: 4839.709473
	Iteration 71Q: 3 clusters Score -1370587 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1370588.375000 Penalty: 4839.709473
	Iteration 72Q: 3 clusters Score -1370588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1370590.375000 Penalty: 4839.709473
	Iteration 73Q: 3 clusters Score -1370590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1370588.250000 Penalty: 4839.709473
	Iteration 74Q: 3 clusters Score -1370588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1370589.750000 Penalty: 4839.709473
	Iteration 75Q: 3 clusters Score -1370590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1370591.625000 Penalty: 4839.709473
	Iteration 76Q: 3 clusters Score -1370592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1370591.000000 Penalty: 4839.709473
	Iteration 77Q: 3 clusters Score -1370591 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1370592.500000 Penalty: 4839.709473
	Iteration 78Q: 3 clusters Score -1370592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1370592.875000 Penalty: 4839.709473
	Iteration 79Q: 3 clusters Score -1370593 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1370589.875000 Penalty: 4839.709473
	Iteration 80F: 3 clusters Score -1370590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1370591.875000 Penalty: 4839.709473
	Iteration 81Q: 3 clusters Score -1370592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1370589.875000 Penalty: 4839.709473
	Iteration 82Q: 3 clusters Score -1370590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1370590.875000 Penalty: 4839.709473
	Iteration 83Q: 3 clusters Score -1370591 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1370594.750000 Penalty: 4839.709473
	Iteration 84Q: 3 clusters Score -1370595 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1370596.875000 Penalty: 4839.709473
	Iteration 85Q: 3 clusters Score -1370597 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1370600.125000 Penalty: 4839.709473
	Iteration 86Q: 3 clusters Score -1370600 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1370598.750000 Penalty: 4839.709473
	Iteration 87Q: 3 clusters Score -1370599 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1370594.375000 Penalty: 4839.709473
	Iteration 88Q: 3 clusters Score -1370594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1370601.625000 Penalty: 4839.709473
	Iteration 89Q: 3 clusters Score -1370602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1370601.875000 Penalty: 4839.709473
	Iteration 90Q: 3 clusters Score -1370602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1370600.250000 Penalty: 4839.709473
	Iteration 91Q: 3 clusters Score -1370600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1370602.875000 Penalty: 4839.709473
	Iteration 92Q: 3 clusters Score -1370603 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1370602.750000 Penalty: 4839.709473
	Iteration 93Q: 3 clusters Score -1370603 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1370601.250000 Penalty: 4839.709473
	Iteration 94Q: 3 clusters Score -1370601 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1370598.625000 Penalty: 4839.709473
	Iteration 95Q: 3 clusters Score -1370599 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1370602.125000 Penalty: 4839.709473
	Iteration 96Q: 3 clusters Score -1370602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1370601.875000 Penalty: 4839.709473
	Iteration 97Q: 3 clusters Score -1370602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1370603.500000 Penalty: 4839.709473
	Iteration 98Q: 3 clusters Score -1370604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1370605.500000 Penalty: 4839.709473
	Iteration 99Q: 3 clusters Score -1370606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1370604.000000 Penalty: 4839.709473
	Iteration 100F: 3 clusters Score -1370604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1370604.250000 Penalty: 4839.709473
	Iteration 101Q: 3 clusters Score -1370604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1370604.250000 Penalty: 4839.709473
	Iteration 102F: 3 clusters Score -1370604 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (151992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151992 members 
Entering Unmasked Estep 
Score: -12186999.000000 Penalty: 2959.032715
	Iteration 0F: 2 clusters Score -1.2187e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76051 members 
Mstep: Class 2 contains 75941 members 
Entering Unmasked Estep 
Score: -12085116.000000 Penalty: 5918.065430
	Iteration 0F: 3 clusters Score -1.208512e+07 nChanged 72388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75535 members 
Mstep: Class 2 contains 76457 members 
Entering Unmasked Estep 
Score: -12127553.000000 Penalty: 5918.065430
	Iteration 1F: 3 clusters Score -1.212755e+07 nChanged 5009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74734 members 
Mstep: Class 2 contains 77258 members 
Entering Unmasked Estep 
Score: -12129004.000000 Penalty: 5918.065430
	Iteration 2Q: 3 clusters Score -1.2129e+07 nChanged 5837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73311 members 
Mstep: Class 2 contains 78681 members 
Entering Unmasked Estep 
Score: -12130928.000000 Penalty: 5918.065430
	Iteration 3Q: 3 clusters Score -1.213093e+07 nChanged 7064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70991 members 
Mstep: Class 2 contains 81001 members 
Entering Unmasked Estep 
Score: -12133976.000000 Penalty: 5918.065430
	Iteration 4Q: 3 clusters Score -1.213398e+07 nChanged 8540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67619 members 
Mstep: Class 2 contains 84373 members 
Entering Unmasked Estep 
Score: -12138119.000000 Penalty: 5918.065430
	Iteration 5F: 3 clusters Score -1.213812e+07 nChanged 9667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63268 members 
Mstep: Class 2 contains 88724 members 
Entering Unmasked Estep 
Score: -12143434.000000 Penalty: 5918.065430
	Iteration 6F: 3 clusters Score -1.214343e+07 nChanged 9877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58221 members 
Mstep: Class 2 contains 93771 members 
Entering Unmasked Estep 
Score: -12148581.000000 Penalty: 5918.065430
	Iteration 7F: 3 clusters Score -1.214858e+07 nChanged 9119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52992 members 
Mstep: Class 2 contains 99000 members 
Entering Unmasked Estep 
Score: -12153011.000000 Penalty: 5918.065430
	Iteration 8F: 3 clusters Score -1.215301e+07 nChanged 7626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47682 members 
Mstep: Class 2 contains 104310 members 
Entering Unmasked Estep 
Score: -12156351.000000 Penalty: 5918.065430
	Iteration 9F: 3 clusters Score -1.215635e+07 nChanged 6377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42277 members 
Mstep: Class 2 contains 109715 members 
Entering Unmasked Estep 
Score: -12158963.000000 Penalty: 5918.065430
	Iteration 10Q: 3 clusters Score -1.215896e+07 nChanged 5766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36729 members 
Mstep: Class 2 contains 115263 members 
Entering Unmasked Estep 
Score: -12161584.000000 Penalty: 5918.065430
	Iteration 11Q: 3 clusters Score -1.216158e+07 nChanged 5721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31048 members 
Mstep: Class 2 contains 120944 members 
Entering Unmasked Estep 
Score: -12164340.000000 Penalty: 5918.065430
	Iteration 12Q: 3 clusters Score -1.216434e+07 nChanged 5733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25319 members 
Mstep: Class 2 contains 126673 members 
Entering Unmasked Estep 
Score: -12167108.000000 Penalty: 5918.065430
	Iteration 13Q: 3 clusters Score -1.216711e+07 nChanged 5465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19854 members 
Mstep: Class 2 contains 132138 members 
Entering Unmasked Estep 
Score: -12170355.000000 Penalty: 5918.065430
	Iteration 14Q: 3 clusters Score -1.217036e+07 nChanged 5229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 137367 members 
Entering Unmasked Estep 
Score: -12173672.000000 Penalty: 5918.065430
	Iteration 15Q: 3 clusters Score -1.217367e+07 nChanged 4680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 142047 members 
Entering Unmasked Estep 
Score: -12177121.000000 Penalty: 5918.065430
	Iteration 16Q: 3 clusters Score -1.217712e+07 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 145716 members 
Entering Unmasked Estep 
Score: -12179912.000000 Penalty: 5918.065430
	Iteration 17Q: 3 clusters Score -1.217991e+07 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 148221 members 
Entering Unmasked Estep 
Score: -12181938.000000 Penalty: 5918.065430
	Iteration 18Q: 3 clusters Score -1.218194e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 149776 members 
Entering Unmasked Estep 
Score: -12183055.000000 Penalty: 5918.065430
	Iteration 19Q: 3 clusters Score -1.218306e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 150590 members 
Entering Unmasked Estep 
Score: -12183679.000000 Penalty: 5918.065430
	Iteration 20F: 3 clusters Score -1.218368e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 150966 members 
Entering Unmasked Estep 
Score: -12183975.000000 Penalty: 5918.065430
	Iteration 21Q: 3 clusters Score -1.218398e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 151148 members 
Entering Unmasked Estep 
Score: -12184153.000000 Penalty: 5918.065430
	Iteration 22Q: 3 clusters Score -1.218415e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 151245 members 
Entering Unmasked Estep 
Score: -12184259.000000 Penalty: 5918.065430
	Iteration 23Q: 3 clusters Score -1.218426e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 151298 members 
Entering Unmasked Estep 
Score: -12184290.000000 Penalty: 5918.065430
	Iteration 24Q: 3 clusters Score -1.218429e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 151328 members 
Entering Unmasked Estep 
Score: -12184332.000000 Penalty: 5918.065430
	Iteration 25Q: 3 clusters Score -1.218433e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 151359 members 
Entering Unmasked Estep 
Score: -12184344.000000 Penalty: 5918.065430
	Iteration 26Q: 3 clusters Score -1.218434e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 151377 members 
Entering Unmasked Estep 
Score: -12184380.000000 Penalty: 5918.065430
	Iteration 27Q: 3 clusters Score -1.218438e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 151399 members 
Entering Unmasked Estep 
Score: -12184404.000000 Penalty: 5918.065430
	Iteration 28Q: 3 clusters Score -1.21844e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 151413 members 
Entering Unmasked Estep 
Score: -12184405.000000 Penalty: 5918.065430
	Iteration 29Q: 3 clusters Score -1.21844e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 151416 members 
Entering Unmasked Estep 
Score: -12184408.000000 Penalty: 5918.065430
	Iteration 30Q: 3 clusters Score -1.218441e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 151421 members 
Entering Unmasked Estep 
Score: -12184406.000000 Penalty: 5918.065430
	Iteration 31Q: 3 clusters Score -1.218441e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 151425 members 
Entering Unmasked Estep 
Score: -12184415.000000 Penalty: 5918.065430
	Iteration 32Q: 3 clusters Score -1.218442e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 151431 members 
Entering Unmasked Estep 
Score: -12184426.000000 Penalty: 5918.065430
	Iteration 33Q: 3 clusters Score -1.218443e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 151437 members 
Entering Unmasked Estep 
Score: -12184431.000000 Penalty: 5918.065430
	Iteration 34Q: 3 clusters Score -1.218443e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 151438 members 
Entering Unmasked Estep 
Score: -12184440.000000 Penalty: 5918.065430
	Iteration 35Q: 3 clusters Score -1.218444e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 151438 members 
Entering Unmasked Estep 
Score: -12184439.000000 Penalty: 5918.065430
	Iteration 36Q: 3 clusters Score -1.218444e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 151439 members 
Entering Unmasked Estep 
Score: -12184441.000000 Penalty: 5918.065430
	Iteration 37Q: 3 clusters Score -1.218444e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 151441 members 
Entering Unmasked Estep 
Score: -12184434.000000 Penalty: 5918.065430
	Iteration 38Q: 3 clusters Score -1.218443e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 151444 members 
Entering Unmasked Estep 
Score: -12184443.000000 Penalty: 5918.065430
	Iteration 39Q: 3 clusters Score -1.218444e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 151446 members 
Entering Unmasked Estep 
Score: -12184443.000000 Penalty: 5918.065430
	Iteration 40F: 3 clusters Score -1.218444e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 151448 members 
Entering Unmasked Estep 
Score: -12184442.000000 Penalty: 5918.065430
	Iteration 41Q: 3 clusters Score -1.218444e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 151451 members 
Entering Unmasked Estep 
Score: -12184435.000000 Penalty: 5918.065430
	Iteration 42Q: 3 clusters Score -1.218444e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 151452 members 
Entering Unmasked Estep 
Score: -12184444.000000 Penalty: 5918.065430
	Iteration 43Q: 3 clusters Score -1.218444e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 151454 members 
Entering Unmasked Estep 
Score: -12184441.000000 Penalty: 5918.065430
	Iteration 44Q: 3 clusters Score -1.218444e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 151457 members 
Entering Unmasked Estep 
Score: -12184441.000000 Penalty: 5918.065430
	Iteration 45Q: 3 clusters Score -1.218444e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 151461 members 
Entering Unmasked Estep 
Score: -12184444.000000 Penalty: 5918.065430
	Iteration 46Q: 3 clusters Score -1.218444e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 151461 members 
Entering Unmasked Estep 
Score: -12184449.000000 Penalty: 5918.065430
	Iteration 47Q: 3 clusters Score -1.218445e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 151465 members 
Entering Unmasked Estep 
Score: -12184448.000000 Penalty: 5918.065430
	Iteration 48Q: 3 clusters Score -1.218445e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 151468 members 
Entering Unmasked Estep 
Score: -12184451.000000 Penalty: 5918.065430
	Iteration 49Q: 3 clusters Score -1.218445e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 151472 members 
Entering Unmasked Estep 
Score: -12184470.000000 Penalty: 5918.065430
	Iteration 50Q: 3 clusters Score -1.218447e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 151476 members 
Entering Unmasked Estep 
Score: -12184465.000000 Penalty: 5918.065430
	Iteration 51Q: 3 clusters Score -1.218446e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 151479 members 
Entering Unmasked Estep 
Score: -12184471.000000 Penalty: 5918.065430
	Iteration 52Q: 3 clusters Score -1.218447e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 151482 members 
Entering Unmasked Estep 
Score: -12184471.000000 Penalty: 5918.065430
	Iteration 53Q: 3 clusters Score -1.218447e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 151486 members 
Entering Unmasked Estep 
Score: -12184484.000000 Penalty: 5918.065430
	Iteration 54Q: 3 clusters Score -1.218448e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 151486 members 
Entering Unmasked Estep 
Score: -12184484.000000 Penalty: 5918.065430
	Iteration 55F: 3 clusters Score -1.218448e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (27960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27960 members 
Entering Unmasked Estep 
Score: -2281121.000000 Penalty: 2539.155518
	Iteration 0F: 2 clusters Score -2281121 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -2261833.750000 Penalty: 5078.311035
	Iteration 0F: 3 clusters Score -2261834 nChanged 12629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -2268707.750000 Penalty: 5078.311035
	Iteration 1F: 3 clusters Score -2268708 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -2269163.500000 Penalty: 5078.311035
	Iteration 2Q: 3 clusters Score -2269164 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -2269598.250000 Penalty: 5078.311035
	Iteration 3Q: 3 clusters Score -2269598 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -2270044.500000 Penalty: 5078.311035
	Iteration 4Q: 3 clusters Score -2270044 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
Score: -2270488.500000 Penalty: 5078.311035
	Iteration 5Q: 3 clusters Score -2270488 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
Score: -2270983.000000 Penalty: 5078.311035
	Iteration 6Q: 3 clusters Score -2270983 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 15322 members 
Entering Unmasked Estep 
Score: -2271522.500000 Penalty: 5078.311035
	Iteration 7Q: 3 clusters Score -2271522 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 15958 members 
Entering Unmasked Estep 
Score: -2272104.500000 Penalty: 5078.311035
	Iteration 8Q: 3 clusters Score -2272104 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 16759 members 
Entering Unmasked Estep 
Score: -2272832.750000 Penalty: 5078.311035
	Iteration 9Q: 3 clusters Score -2272833 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 17721 members 
Entering Unmasked Estep 
Score: -2273754.000000 Penalty: 5078.311035
	Iteration 10Q: 3 clusters Score -2273754 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 18748 members 
Entering Unmasked Estep 
Score: -2274856.500000 Penalty: 5078.311035
	Iteration 11F: 3 clusters Score -2274856 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 19701 members 
Entering Unmasked Estep 
Score: -2275816.500000 Penalty: 5078.311035
	Iteration 12Q: 3 clusters Score -2275816 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 20425 members 
Entering Unmasked Estep 
Score: -2276450.750000 Penalty: 5078.311035
	Iteration 13Q: 3 clusters Score -2276451 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 21000 members 
Entering Unmasked Estep 
Score: -2276852.500000 Penalty: 5078.311035
	Iteration 14Q: 3 clusters Score -2276852 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 21510 members 
Entering Unmasked Estep 
Score: -2277134.000000 Penalty: 5078.311035
	Iteration 15Q: 3 clusters Score -2277134 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 21946 members 
Entering Unmasked Estep 
Score: -2277325.500000 Penalty: 5078.311035
	Iteration 16Q: 3 clusters Score -2277326 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 22353 members 
Entering Unmasked Estep 
Score: -2277502.750000 Penalty: 5078.311035
	Iteration 17Q: 3 clusters Score -2277503 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 22734 members 
Entering Unmasked Estep 
Score: -2277663.250000 Penalty: 5078.311035
	Iteration 18Q: 3 clusters Score -2277663 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 23118 members 
Entering Unmasked Estep 
Score: -2277826.750000 Penalty: 5078.311035
	Iteration 19Q: 3 clusters Score -2277827 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 23478 members 
Entering Unmasked Estep 
Score: -2277982.000000 Penalty: 5078.311035
	Iteration 20F: 3 clusters Score -2277982 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 23822 members 
Entering Unmasked Estep 
Score: -2278113.000000 Penalty: 5078.311035
	Iteration 21Q: 3 clusters Score -2278113 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 24122 members 
Entering Unmasked Estep 
Score: -2278250.000000 Penalty: 5078.311035
	Iteration 22Q: 3 clusters Score -2278250 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 24397 members 
Entering Unmasked Estep 
Score: -2278351.750000 Penalty: 5078.311035
	Iteration 23Q: 3 clusters Score -2278352 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 24671 members 
Entering Unmasked Estep 
Score: -2278471.500000 Penalty: 5078.311035
	Iteration 24Q: 3 clusters Score -2278472 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 24924 members 
Entering Unmasked Estep 
Score: -2278586.000000 Penalty: 5078.311035
	Iteration 25Q: 3 clusters Score -2278586 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 25175 members 
Entering Unmasked Estep 
Score: -2278699.500000 Penalty: 5078.311035
	Iteration 26Q: 3 clusters Score -2278700 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 25396 members 
Entering Unmasked Estep 
Score: -2278798.000000 Penalty: 5078.311035
	Iteration 27Q: 3 clusters Score -2278798 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 25601 members 
Entering Unmasked Estep 
Score: -2278897.500000 Penalty: 5078.311035
	Iteration 28Q: 3 clusters Score -2278898 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 25768 members 
Entering Unmasked Estep 
Score: -2278956.250000 Penalty: 5078.311035
	Iteration 29Q: 3 clusters Score -2278956 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 25910 members 
Entering Unmasked Estep 
Score: -2279019.250000 Penalty: 5078.311035
	Iteration 30Q: 3 clusters Score -2279019 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 26039 members 
Entering Unmasked Estep 
Score: -2279068.000000 Penalty: 5078.311035
	Iteration 31Q: 3 clusters Score -2279068 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 26140 members 
Entering Unmasked Estep 
Score: -2279114.250000 Penalty: 5078.311035
	Iteration 32Q: 3 clusters Score -2279114 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 26236 members 
Entering Unmasked Estep 
Score: -2279174.750000 Penalty: 5078.311035
	Iteration 33Q: 3 clusters Score -2279175 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 26309 members 
Entering Unmasked Estep 
Score: -2279218.250000 Penalty: 5078.311035
	Iteration 34Q: 3 clusters Score -2279218 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 26383 members 
Entering Unmasked Estep 
Score: -2279264.750000 Penalty: 5078.311035
	Iteration 35Q: 3 clusters Score -2279265 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 26446 members 
Entering Unmasked Estep 
Score: -2279291.500000 Penalty: 5078.311035
	Iteration 36Q: 3 clusters Score -2279292 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 26488 members 
Entering Unmasked Estep 
Score: -2279326.500000 Penalty: 5078.311035
	Iteration 37Q: 3 clusters Score -2279326 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 26537 members 
Entering Unmasked Estep 
Score: -2279355.250000 Penalty: 5078.311035
	Iteration 38Q: 3 clusters Score -2279355 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 26573 members 
Entering Unmasked Estep 
Score: -2279361.250000 Penalty: 5078.311035
	Iteration 39Q: 3 clusters Score -2279361 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 26599 members 
Entering Unmasked Estep 
Score: -2279372.000000 Penalty: 5078.311035
	Iteration 40F: 3 clusters Score -2279372 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 26626 members 
Entering Unmasked Estep 
Score: -2279392.000000 Penalty: 5078.311035
	Iteration 41Q: 3 clusters Score -2279392 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 26654 members 
Entering Unmasked Estep 
Score: -2279407.250000 Penalty: 5078.311035
	Iteration 42Q: 3 clusters Score -2279407 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 26671 members 
Entering Unmasked Estep 
Score: -2279412.250000 Penalty: 5078.311035
	Iteration 43Q: 3 clusters Score -2279412 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 26684 members 
Entering Unmasked Estep 
Score: -2279423.000000 Penalty: 5078.311035
	Iteration 44Q: 3 clusters Score -2279423 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 26693 members 
Entering Unmasked Estep 
Score: -2279426.750000 Penalty: 5078.311035
	Iteration 45Q: 3 clusters Score -2279427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 26697 members 
Entering Unmasked Estep 
Score: -2279425.000000 Penalty: 5078.311035
	Iteration 46Q: 3 clusters Score -2279425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 26698 members 
Entering Unmasked Estep 
Score: -2279425.500000 Penalty: 5078.311035
	Iteration 47Q: 3 clusters Score -2279426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 26701 members 
Entering Unmasked Estep 
Score: -2279427.250000 Penalty: 5078.311035
	Iteration 48Q: 3 clusters Score -2279427 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 26708 members 
Entering Unmasked Estep 
Score: -2279431.500000 Penalty: 5078.311035
	Iteration 49Q: 3 clusters Score -2279432 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 26718 members 
Entering Unmasked Estep 
Score: -2279435.750000 Penalty: 5078.311035
	Iteration 50Q: 3 clusters Score -2279436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 26721 members 
Entering Unmasked Estep 
Score: -2279438.250000 Penalty: 5078.311035
	Iteration 51Q: 3 clusters Score -2279438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 26727 members 
Entering Unmasked Estep 
Score: -2279440.750000 Penalty: 5078.311035
	Iteration 52Q: 3 clusters Score -2279441 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 26733 members 
Entering Unmasked Estep 
Score: -2279443.000000 Penalty: 5078.311035
	Iteration 53Q: 3 clusters Score -2279443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 26736 members 
Entering Unmasked Estep 
Score: -2279448.500000 Penalty: 5078.311035
	Iteration 54Q: 3 clusters Score -2279448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 26738 members 
Entering Unmasked Estep 
Score: -2279449.750000 Penalty: 5078.311035
	Iteration 55Q: 3 clusters Score -2279450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 26739 members 
Entering Unmasked Estep 
Score: -2279449.250000 Penalty: 5078.311035
	Iteration 56Q: 3 clusters Score -2279449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 26740 members 
Entering Unmasked Estep 
Score: -2279448.500000 Penalty: 5078.311035
	Iteration 57Q: 3 clusters Score -2279448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 26741 members 
Entering Unmasked Estep 
Score: -2279447.000000 Penalty: 5078.311035
	Iteration 58Q: 3 clusters Score -2279447 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 26741 members 
Entering Unmasked Estep 
Score: -2279447.000000 Penalty: 5078.311035
	Iteration 59F: 3 clusters Score -2279447 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Entering Unmasked Estep 
Score: -539940.375000 Penalty: 2206.184082
	Iteration 0F: 2 clusters Score -539940.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -534098.625000 Penalty: 4412.368164
	Iteration 0F: 3 clusters Score -534098.6 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -536035.875000 Penalty: 4412.368164
	Iteration 1F: 3 clusters Score -536035.9 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -536598.562500 Penalty: 4412.368164
	Iteration 2F: 3 clusters Score -536598.6 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -537184.937500 Penalty: 4412.368164
	Iteration 3F: 3 clusters Score -537184.9 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -537809.187500 Penalty: 4412.368164
	Iteration 4F: 3 clusters Score -537809.2 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -538323.375000 Penalty: 4412.368164
	Iteration 5F: 3 clusters Score -538323.4 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -538701.187500 Penalty: 4412.368164
	Iteration 6F: 3 clusters Score -538701.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -538941.062500 Penalty: 4412.368164
	Iteration 7Q: 3 clusters Score -538941.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -539072.125000 Penalty: 4412.368164
	Iteration 8Q: 3 clusters Score -539072.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -539148.562500 Penalty: 4412.368164
	Iteration 9Q: 3 clusters Score -539148.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -539202.625000 Penalty: 4412.368164
	Iteration 10Q: 3 clusters Score -539202.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -539234.000000 Penalty: 4412.368164
	Iteration 11Q: 3 clusters Score -539234 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -539254.687500 Penalty: 4412.368164
	Iteration 12Q: 3 clusters Score -539254.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -539276.500000 Penalty: 4412.368164
	Iteration 13Q: 3 clusters Score -539276.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -539290.500000 Penalty: 4412.368164
	Iteration 14Q: 3 clusters Score -539290.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -539304.312500 Penalty: 4412.368164
	Iteration 15Q: 3 clusters Score -539304.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -539315.187500 Penalty: 4412.368164
	Iteration 16Q: 3 clusters Score -539315.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -539324.000000 Penalty: 4412.368164
	Iteration 17Q: 3 clusters Score -539324 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -539330.750000 Penalty: 4412.368164
	Iteration 18Q: 3 clusters Score -539330.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -539340.437500 Penalty: 4412.368164
	Iteration 19Q: 3 clusters Score -539340.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -539349.062500 Penalty: 4412.368164
	Iteration 20F: 3 clusters Score -539349.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -539356.937500 Penalty: 4412.368164
	Iteration 21Q: 3 clusters Score -539356.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -539365.312500 Penalty: 4412.368164
	Iteration 22Q: 3 clusters Score -539365.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -539372.812500 Penalty: 4412.368164
	Iteration 23Q: 3 clusters Score -539372.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -539377.812500 Penalty: 4412.368164
	Iteration 24Q: 3 clusters Score -539377.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -539383.687500 Penalty: 4412.368164
	Iteration 25Q: 3 clusters Score -539383.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -539389.062500 Penalty: 4412.368164
	Iteration 26Q: 3 clusters Score -539389.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -539394.687500 Penalty: 4412.368164
	Iteration 27Q: 3 clusters Score -539394.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -539396.812500 Penalty: 4412.368164
	Iteration 28Q: 3 clusters Score -539396.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -539398.625000 Penalty: 4412.368164
	Iteration 29Q: 3 clusters Score -539398.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -539400.562500 Penalty: 4412.368164
	Iteration 30Q: 3 clusters Score -539400.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -539403.250000 Penalty: 4412.368164
	Iteration 31Q: 3 clusters Score -539403.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -539404.562500 Penalty: 4412.368164
	Iteration 32Q: 3 clusters Score -539404.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -539404.437500 Penalty: 4412.368164
	Iteration 33Q: 3 clusters Score -539404.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -539405.437500 Penalty: 4412.368164
	Iteration 34Q: 3 clusters Score -539405.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -539406.312500 Penalty: 4412.368164
	Iteration 35Q: 3 clusters Score -539406.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -539405.937500 Penalty: 4412.368164
	Iteration 36Q: 3 clusters Score -539405.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -539405.937500 Penalty: 4412.368164
	Iteration 37F: 3 clusters Score -539405.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Entering Unmasked Estep 
Score: -753850.125000 Penalty: 2284.956787
	Iteration 0F: 2 clusters Score -753850.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -746225.875000 Penalty: 4569.913574
	Iteration 0F: 3 clusters Score -746225.9 nChanged 4172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -748855.937500 Penalty: 4569.913574
	Iteration 1F: 3 clusters Score -748855.9 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -749546.187500 Penalty: 4569.913574
	Iteration 2F: 3 clusters Score -749546.2 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -750152.937500 Penalty: 4569.913574
	Iteration 3F: 3 clusters Score -750152.9 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -750582.687500 Penalty: 4569.913574
	Iteration 4F: 3 clusters Score -750582.7 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -750901.000000 Penalty: 4569.913574
	Iteration 5F: 3 clusters Score -750901 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -751185.187500 Penalty: 4569.913574
	Iteration 6Q: 3 clusters Score -751185.2 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -751467.375000 Penalty: 4569.913574
	Iteration 7Q: 3 clusters Score -751467.4 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -751690.062500 Penalty: 4569.913574
	Iteration 8Q: 3 clusters Score -751690.1 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -751869.812500 Penalty: 4569.913574
	Iteration 9Q: 3 clusters Score -751869.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -752031.250000 Penalty: 4569.913574
	Iteration 10Q: 3 clusters Score -752031.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -752197.562500 Penalty: 4569.913574
	Iteration 11Q: 3 clusters Score -752197.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -752358.250000 Penalty: 4569.913574
	Iteration 12Q: 3 clusters Score -752358.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -752529.250000 Penalty: 4569.913574
	Iteration 13Q: 3 clusters Score -752529.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -752676.125000 Penalty: 4569.913574
	Iteration 14Q: 3 clusters Score -752676.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -752808.187500 Penalty: 4569.913574
	Iteration 15Q: 3 clusters Score -752808.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -752920.000000 Penalty: 4569.913574
	Iteration 16Q: 3 clusters Score -752920 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -753013.312500 Penalty: 4569.913574
	Iteration 17Q: 3 clusters Score -753013.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -753095.625000 Penalty: 4569.913574
	Iteration 18Q: 3 clusters Score -753095.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -753167.937500 Penalty: 4569.913574
	Iteration 19Q: 3 clusters Score -753167.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -753236.937500 Penalty: 4569.913574
	Iteration 20F: 3 clusters Score -753236.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -753311.437500 Penalty: 4569.913574
	Iteration 21Q: 3 clusters Score -753311.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -753362.562500 Penalty: 4569.913574
	Iteration 22Q: 3 clusters Score -753362.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -753393.750000 Penalty: 4569.913574
	Iteration 23Q: 3 clusters Score -753393.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -753420.000000 Penalty: 4569.913574
	Iteration 24Q: 3 clusters Score -753420 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -753437.750000 Penalty: 4569.913574
	Iteration 25Q: 3 clusters Score -753437.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -753451.750000 Penalty: 4569.913574
	Iteration 26Q: 3 clusters Score -753451.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -753458.937500 Penalty: 4569.913574
	Iteration 27Q: 3 clusters Score -753458.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -753466.937500 Penalty: 4569.913574
	Iteration 28Q: 3 clusters Score -753466.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -753473.375000 Penalty: 4569.913574
	Iteration 29Q: 3 clusters Score -753473.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -753477.687500 Penalty: 4569.913574
	Iteration 30Q: 3 clusters Score -753477.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -753481.312500 Penalty: 4569.913574
	Iteration 31Q: 3 clusters Score -753481.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -753483.312500 Penalty: 4569.913574
	Iteration 32Q: 3 clusters Score -753483.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -753483.687500 Penalty: 4569.913574
	Iteration 33Q: 3 clusters Score -753483.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -753484.562500 Penalty: 4569.913574
	Iteration 34Q: 3 clusters Score -753484.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -753486.562500 Penalty: 4569.913574
	Iteration 35Q: 3 clusters Score -753486.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -753489.562500 Penalty: 4569.913574
	Iteration 36Q: 3 clusters Score -753489.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -753489.500000 Penalty: 4569.913574
	Iteration 37Q: 3 clusters Score -753489.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -753489.437500 Penalty: 4569.913574
	Iteration 38Q: 3 clusters Score -753489.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -753489.437500 Penalty: 4569.913574
	Iteration 39F: 3 clusters Score -753489.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Entering Unmasked Estep 
Score: -203112.234375 Penalty: 1946.535522
	Iteration 0F: 2 clusters Score -203112.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -200163.531250 Penalty: 3893.071045
	Iteration 0F: 3 clusters Score -200163.5 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -200710.843750 Penalty: 3893.071045
	Iteration 1F: 3 clusters Score -200710.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -200852.937500 Penalty: 3893.071045
	Iteration 2F: 3 clusters Score -200852.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -200919.859375 Penalty: 3893.071045
	Iteration 3Q: 3 clusters Score -200919.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -200959.984375 Penalty: 3893.071045
	Iteration 4Q: 3 clusters Score -200960 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -200980.984375 Penalty: 3893.071045
	Iteration 5Q: 3 clusters Score -200981 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -200998.750000 Penalty: 3893.071045
	Iteration 6Q: 3 clusters Score -200998.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -201010.140625 Penalty: 3893.071045
	Iteration 7Q: 3 clusters Score -201010.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -201021.609375 Penalty: 3893.071045
	Iteration 8Q: 3 clusters Score -201021.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -201027.328125 Penalty: 3893.071045
	Iteration 9Q: 3 clusters Score -201027.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -201029.531250 Penalty: 3893.071045
	Iteration 10Q: 3 clusters Score -201029.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -201030.859375 Penalty: 3893.071045
	Iteration 11Q: 3 clusters Score -201030.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -201030.890625 Penalty: 3893.071045
	Iteration 12Q: 3 clusters Score -201030.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -201030.890625 Penalty: 3893.071045
	Iteration 13F: 3 clusters Score -201030.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (45133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45133 members 
Entering Unmasked Estep 
Score: -3667915.000000 Penalty: 2657.907471
	Iteration 0F: 2 clusters Score -3667915 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 22386 members 
Entering Unmasked Estep 
Score: -3637265.250000 Penalty: 5315.814941
	Iteration 0F: 3 clusters Score -3637265 nChanged 20788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23763 members 
Mstep: Class 2 contains 21370 members 
Entering Unmasked Estep 
Score: -3648498.750000 Penalty: 5315.814941
	Iteration 1F: 3 clusters Score -3648499 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24378 members 
Mstep: Class 2 contains 20755 members 
Entering Unmasked Estep 
Score: -3649062.500000 Penalty: 5315.814941
	Iteration 2Q: 3 clusters Score -3649062 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25279 members 
Mstep: Class 2 contains 19854 members 
Entering Unmasked Estep 
Score: -3649749.500000 Penalty: 5315.814941
	Iteration 3Q: 3 clusters Score -3649750 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26568 members 
Mstep: Class 2 contains 18565 members 
Entering Unmasked Estep 
Score: -3650585.750000 Penalty: 5315.814941
	Iteration 4Q: 3 clusters Score -3650586 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28366 members 
Mstep: Class 2 contains 16767 members 
Entering Unmasked Estep 
Score: -3651765.500000 Penalty: 5315.814941
	Iteration 5Q: 3 clusters Score -3651766 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30825 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -3653501.250000 Penalty: 5315.814941
	Iteration 6F: 3 clusters Score -3653501 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33854 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -3655881.750000 Penalty: 5315.814941
	Iteration 7F: 3 clusters Score -3655882 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37118 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -3658665.250000 Penalty: 5315.814941
	Iteration 8F: 3 clusters Score -3658665 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40167 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -3661409.500000 Penalty: 5315.814941
	Iteration 9F: 3 clusters Score -3661410 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42452 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -3663473.250000 Penalty: 5315.814941
	Iteration 10F: 3 clusters Score -3663473 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43751 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -3664651.000000 Penalty: 5315.814941
	Iteration 11Q: 3 clusters Score -3664651 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44337 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -3665182.000000 Penalty: 5315.814941
	Iteration 12Q: 3 clusters Score -3665182 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44579 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -3665415.000000 Penalty: 5315.814941
	Iteration 13Q: 3 clusters Score -3665415 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44689 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -3665547.000000 Penalty: 5315.814941
	Iteration 14Q: 3 clusters Score -3665547 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44725 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -3665617.500000 Penalty: 5315.814941
	Iteration 15Q: 3 clusters Score -3665618 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44760 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -3665668.750000 Penalty: 5315.814941
	Iteration 16Q: 3 clusters Score -3665669 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44780 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -3665706.000000 Penalty: 5315.814941
	Iteration 17Q: 3 clusters Score -3665706 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44793 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -3665719.500000 Penalty: 5315.814941
	Iteration 18Q: 3 clusters Score -3665720 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44800 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -3665730.250000 Penalty: 5315.814941
	Iteration 19Q: 3 clusters Score -3665730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44798 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -3665733.750000 Penalty: 5315.814941
	Iteration 20F: 3 clusters Score -3665734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44800 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -3665740.250000 Penalty: 5315.814941
	Iteration 21Q: 3 clusters Score -3665740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44803 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -3665750.000000 Penalty: 5315.814941
	Iteration 22Q: 3 clusters Score -3665750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44804 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -3665751.000000 Penalty: 5315.814941
	Iteration 23Q: 3 clusters Score -3665751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44805 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -3665753.750000 Penalty: 5315.814941
	Iteration 24Q: 3 clusters Score -3665754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44805 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -3665753.750000 Penalty: 5315.814941
	Iteration 25F: 3 clusters Score -3665754 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Entering Unmasked Estep 
Score: -519610.000000 Penalty: 2179.911133
	Iteration 0F: 2 clusters Score -519610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -514060.750000 Penalty: 4359.822266
	Iteration 0F: 3 clusters Score -514060.8 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -515558.156250 Penalty: 4359.822266
	Iteration 1F: 3 clusters Score -515558.2 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -515811.656250 Penalty: 4359.822266
	Iteration 2F: 3 clusters Score -515811.7 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -515981.218750 Penalty: 4359.822266
	Iteration 3F: 3 clusters Score -515981.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -516124.218750 Penalty: 4359.822266
	Iteration 4Q: 3 clusters Score -516124.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -516227.906250 Penalty: 4359.822266
	Iteration 5Q: 3 clusters Score -516227.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -516307.281250 Penalty: 4359.822266
	Iteration 6Q: 3 clusters Score -516307.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -516395.937500 Penalty: 4359.822266
	Iteration 7Q: 3 clusters Score -516395.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -516490.218750 Penalty: 4359.822266
	Iteration 8Q: 3 clusters Score -516490.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -516602.687500 Penalty: 4359.822266
	Iteration 9Q: 3 clusters Score -516602.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -516733.218750 Penalty: 4359.822266
	Iteration 10Q: 3 clusters Score -516733.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -516905.281250 Penalty: 4359.822266
	Iteration 11Q: 3 clusters Score -516905.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -517117.031250 Penalty: 4359.822266
	Iteration 12Q: 3 clusters Score -517117 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -517365.375000 Penalty: 4359.822266
	Iteration 13Q: 3 clusters Score -517365.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -517642.875000 Penalty: 4359.822266
	Iteration 14Q: 3 clusters Score -517642.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -517883.843750 Penalty: 4359.822266
	Iteration 15Q: 3 clusters Score -517883.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -518029.187500 Penalty: 4359.822266
	Iteration 16Q: 3 clusters Score -518029.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -518119.312500 Penalty: 4359.822266
	Iteration 17Q: 3 clusters Score -518119.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -518180.562500 Penalty: 4359.822266
	Iteration 18Q: 3 clusters Score -518180.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -518228.343750 Penalty: 4359.822266
	Iteration 19Q: 3 clusters Score -518228.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -518264.312500 Penalty: 4359.822266
	Iteration 20F: 3 clusters Score -518264.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -518284.187500 Penalty: 4359.822266
	Iteration 21Q: 3 clusters Score -518284.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -518297.031250 Penalty: 4359.822266
	Iteration 22Q: 3 clusters Score -518297 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -518306.750000 Penalty: 4359.822266
	Iteration 23Q: 3 clusters Score -518306.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -518310.656250 Penalty: 4359.822266
	Iteration 24Q: 3 clusters Score -518310.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -518318.687500 Penalty: 4359.822266
	Iteration 25Q: 3 clusters Score -518318.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -518323.812500 Penalty: 4359.822266
	Iteration 26Q: 3 clusters Score -518323.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -518326.937500 Penalty: 4359.822266
	Iteration 27Q: 3 clusters Score -518326.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -518331.062500 Penalty: 4359.822266
	Iteration 28Q: 3 clusters Score -518331.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -518332.687500 Penalty: 4359.822266
	Iteration 29Q: 3 clusters Score -518332.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -518334.687500 Penalty: 4359.822266
	Iteration 30Q: 3 clusters Score -518334.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -518337.218750 Penalty: 4359.822266
	Iteration 31Q: 3 clusters Score -518337.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -518338.312500 Penalty: 4359.822266
	Iteration 32Q: 3 clusters Score -518338.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -518339.437500 Penalty: 4359.822266
	Iteration 33Q: 3 clusters Score -518339.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -518339.312500 Penalty: 4359.822266
	Iteration 34Q: 3 clusters Score -518339.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -518340.781250 Penalty: 4359.822266
	Iteration 35Q: 3 clusters Score -518340.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -518340.812500 Penalty: 4359.822266
	Iteration 36Q: 3 clusters Score -518340.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -518342.093750 Penalty: 4359.822266
	Iteration 37Q: 3 clusters Score -518342.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -518342.093750 Penalty: 4359.822266
	Iteration 38F: 3 clusters Score -518342.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Entering Unmasked Estep 
Score: -780799.875000 Penalty: 2299.339355
	Iteration 0F: 2 clusters Score -780799.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -772664.625000 Penalty: 4598.678711
	Iteration 0F: 3 clusters Score -772664.6 nChanged 4494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -775025.437500 Penalty: 4598.678711
	Iteration 1F: 3 clusters Score -775025.4 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -775356.000000 Penalty: 4598.678711
	Iteration 2F: 3 clusters Score -775356 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -775670.812500 Penalty: 4598.678711
	Iteration 3F: 3 clusters Score -775670.8 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -776027.562500 Penalty: 4598.678711
	Iteration 4Q: 3 clusters Score -776027.6 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -776554.875000 Penalty: 4598.678711
	Iteration 5F: 3 clusters Score -776554.9 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -777300.500000 Penalty: 4598.678711
	Iteration 6F: 3 clusters Score -777300.5 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -778147.750000 Penalty: 4598.678711
	Iteration 7F: 3 clusters Score -778147.8 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -778877.500000 Penalty: 4598.678711
	Iteration 8F: 3 clusters Score -778877.5 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -779411.687500 Penalty: 4598.678711
	Iteration 9F: 3 clusters Score -779411.7 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -779780.687500 Penalty: 4598.678711
	Iteration 10Q: 3 clusters Score -779780.7 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -780046.875000 Penalty: 4598.678711
	Iteration 11Q: 3 clusters Score -780046.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -780180.437500 Penalty: 4598.678711
	Iteration 12Q: 3 clusters Score -780180.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -780252.187500 Penalty: 4598.678711
	Iteration 13Q: 3 clusters Score -780252.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -780298.312500 Penalty: 4598.678711
	Iteration 14Q: 3 clusters Score -780298.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -780325.562500 Penalty: 4598.678711
	Iteration 15Q: 3 clusters Score -780325.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -780335.750000 Penalty: 4598.678711
	Iteration 16Q: 3 clusters Score -780335.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -780341.937500 Penalty: 4598.678711
	Iteration 17Q: 3 clusters Score -780341.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -780346.250000 Penalty: 4598.678711
	Iteration 18Q: 3 clusters Score -780346.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -780351.875000 Penalty: 4598.678711
	Iteration 19Q: 3 clusters Score -780351.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -780356.250000 Penalty: 4598.678711
	Iteration 20F: 3 clusters Score -780356.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -780357.562500 Penalty: 4598.678711
	Iteration 21Q: 3 clusters Score -780357.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -780358.687500 Penalty: 4598.678711
	Iteration 22Q: 3 clusters Score -780358.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -780364.937500 Penalty: 4598.678711
	Iteration 23Q: 3 clusters Score -780364.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -780363.750000 Penalty: 4598.678711
	Iteration 24Q: 3 clusters Score -780363.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -780364.875000 Penalty: 4598.678711
	Iteration 25Q: 3 clusters Score -780364.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -780366.375000 Penalty: 4598.678711
	Iteration 26Q: 3 clusters Score -780366.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -780363.125000 Penalty: 4598.678711
	Iteration 27Q: 3 clusters Score -780363.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -780366.000000 Penalty: 4598.678711
	Iteration 28Q: 3 clusters Score -780366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -780366.437500 Penalty: 4598.678711
	Iteration 29Q: 3 clusters Score -780366.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -780369.437500 Penalty: 4598.678711
	Iteration 30Q: 3 clusters Score -780369.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -780370.750000 Penalty: 4598.678711
	Iteration 31Q: 3 clusters Score -780370.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -780370.750000 Penalty: 4598.678711
	Iteration 32F: 3 clusters Score -780370.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (37105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37105 members 
Entering Unmasked Estep 
Score: -2891883.500000 Penalty: 2609.333740
	Iteration 0F: 2 clusters Score -2891884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18518 members 
Mstep: Class 2 contains 18587 members 
Entering Unmasked Estep 
Score: -2866728.750000 Penalty: 5218.667480
	Iteration 0F: 3 clusters Score -2866729 nChanged 16902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 18641 members 
Entering Unmasked Estep 
Score: -2876709.500000 Penalty: 5218.667480
	Iteration 1F: 3 clusters Score -2876710 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18302 members 
Mstep: Class 2 contains 18803 members 
Entering Unmasked Estep 
Score: -2878037.500000 Penalty: 5218.667480
	Iteration 2F: 3 clusters Score -2878038 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17990 members 
Mstep: Class 2 contains 19115 members 
Entering Unmasked Estep 
Score: -2879588.750000 Penalty: 5218.667480
	Iteration 3F: 3 clusters Score -2879589 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17460 members 
Mstep: Class 2 contains 19645 members 
Entering Unmasked Estep 
Score: -2881049.750000 Penalty: 5218.667480
	Iteration 4F: 3 clusters Score -2881050 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16903 members 
Mstep: Class 2 contains 20202 members 
Entering Unmasked Estep 
Score: -2882360.500000 Penalty: 5218.667480
	Iteration 5F: 3 clusters Score -2882360 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 20752 members 
Entering Unmasked Estep 
Score: -2883408.500000 Penalty: 5218.667480
	Iteration 6F: 3 clusters Score -2883408 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15810 members 
Mstep: Class 2 contains 21295 members 
Entering Unmasked Estep 
Score: -2884305.000000 Penalty: 5218.667480
	Iteration 7Q: 3 clusters Score -2884305 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 21895 members 
Entering Unmasked Estep 
Score: -2885139.750000 Penalty: 5218.667480
	Iteration 8Q: 3 clusters Score -2885140 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 22444 members 
Entering Unmasked Estep 
Score: -2885825.500000 Penalty: 5218.667480
	Iteration 9Q: 3 clusters Score -2885826 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 22993 members 
Entering Unmasked Estep 
Score: -2886430.000000 Penalty: 5218.667480
	Iteration 10Q: 3 clusters Score -2886430 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 23511 members 
Entering Unmasked Estep 
Score: -2886863.500000 Penalty: 5218.667480
	Iteration 11Q: 3 clusters Score -2886864 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 24041 members 
Entering Unmasked Estep 
Score: -2887246.250000 Penalty: 5218.667480
	Iteration 12Q: 3 clusters Score -2887246 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 24599 members 
Entering Unmasked Estep 
Score: -2887575.750000 Penalty: 5218.667480
	Iteration 13Q: 3 clusters Score -2887576 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 25129 members 
Entering Unmasked Estep 
Score: -2887869.500000 Penalty: 5218.667480
	Iteration 14Q: 3 clusters Score -2887870 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 25684 members 
Entering Unmasked Estep 
Score: -2888185.750000 Penalty: 5218.667480
	Iteration 15Q: 3 clusters Score -2888186 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 26193 members 
Entering Unmasked Estep 
Score: -2888479.250000 Penalty: 5218.667480
	Iteration 16Q: 3 clusters Score -2888479 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 26661 members 
Entering Unmasked Estep 
Score: -2888759.750000 Penalty: 5218.667480
	Iteration 17Q: 3 clusters Score -2888760 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 27096 members 
Entering Unmasked Estep 
Score: -2888978.250000 Penalty: 5218.667480
	Iteration 18Q: 3 clusters Score -2888978 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 27493 members 
Entering Unmasked Estep 
Score: -2889169.750000 Penalty: 5218.667480
	Iteration 19Q: 3 clusters Score -2889170 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 27834 members 
Entering Unmasked Estep 
Score: -2889311.500000 Penalty: 5218.667480
	Iteration 20F: 3 clusters Score -2889312 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 28135 members 
Entering Unmasked Estep 
Score: -2889444.500000 Penalty: 5218.667480
	Iteration 21Q: 3 clusters Score -2889444 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 28413 members 
Entering Unmasked Estep 
Score: -2889539.500000 Penalty: 5218.667480
	Iteration 22Q: 3 clusters Score -2889540 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 28671 members 
Entering Unmasked Estep 
Score: -2889640.500000 Penalty: 5218.667480
	Iteration 23Q: 3 clusters Score -2889640 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 28884 members 
Entering Unmasked Estep 
Score: -2889713.500000 Penalty: 5218.667480
	Iteration 24Q: 3 clusters Score -2889714 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 29087 members 
Entering Unmasked Estep 
Score: -2889755.000000 Penalty: 5218.667480
	Iteration 25Q: 3 clusters Score -2889755 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 29261 members 
Entering Unmasked Estep 
Score: -2889807.500000 Penalty: 5218.667480
	Iteration 26Q: 3 clusters Score -2889808 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 29413 members 
Entering Unmasked Estep 
Score: -2889834.250000 Penalty: 5218.667480
	Iteration 27Q: 3 clusters Score -2889834 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 29556 members 
Entering Unmasked Estep 
Score: -2889861.750000 Penalty: 5218.667480
	Iteration 28Q: 3 clusters Score -2889862 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 29707 members 
Entering Unmasked Estep 
Score: -2889894.000000 Penalty: 5218.667480
	Iteration 29Q: 3 clusters Score -2889894 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 29849 members 
Entering Unmasked Estep 
Score: -2889929.750000 Penalty: 5218.667480
	Iteration 30Q: 3 clusters Score -2889930 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 29977 members 
Entering Unmasked Estep 
Score: -2889956.000000 Penalty: 5218.667480
	Iteration 31Q: 3 clusters Score -2889956 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 30103 members 
Entering Unmasked Estep 
Score: -2889990.250000 Penalty: 5218.667480
	Iteration 32Q: 3 clusters Score -2889990 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 30205 members 
Entering Unmasked Estep 
Score: -2889991.250000 Penalty: 5218.667480
	Iteration 33Q: 3 clusters Score -2889991 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 30291 members 
Entering Unmasked Estep 
Score: -2890008.000000 Penalty: 5218.667480
	Iteration 34Q: 3 clusters Score -2890008 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 30369 members 
Entering Unmasked Estep 
Score: -2890019.000000 Penalty: 5218.667480
	Iteration 35Q: 3 clusters Score -2890019 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 30439 members 
Entering Unmasked Estep 
Score: -2890014.000000 Penalty: 5218.667480
	Iteration 36Q: 3 clusters Score -2890014 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 30498 members 
Entering Unmasked Estep 
Score: -2890028.500000 Penalty: 5218.667480
	Iteration 37Q: 3 clusters Score -2890028 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 30545 members 
Entering Unmasked Estep 
Score: -2890039.500000 Penalty: 5218.667480
	Iteration 38Q: 3 clusters Score -2890040 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 30590 members 
Entering Unmasked Estep 
Score: -2890036.000000 Penalty: 5218.667480
	Iteration 39Q: 3 clusters Score -2890036 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 30643 members 
Entering Unmasked Estep 
Score: -2890036.250000 Penalty: 5218.667480
	Iteration 40F: 3 clusters Score -2890036 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 30697 members 
Entering Unmasked Estep 
Score: -2890040.500000 Penalty: 5218.667480
	Iteration 41Q: 3 clusters Score -2890040 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 30756 members 
Entering Unmasked Estep 
Score: -2890057.000000 Penalty: 5218.667480
	Iteration 42Q: 3 clusters Score -2890057 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 30810 members 
Entering Unmasked Estep 
Score: -2890060.750000 Penalty: 5218.667480
	Iteration 43Q: 3 clusters Score -2890061 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 30866 members 
Entering Unmasked Estep 
Score: -2890072.750000 Penalty: 5218.667480
	Iteration 44Q: 3 clusters Score -2890073 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 30926 members 
Entering Unmasked Estep 
Score: -2890085.000000 Penalty: 5218.667480
	Iteration 45Q: 3 clusters Score -2890085 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 30989 members 
Entering Unmasked Estep 
Score: -2890093.250000 Penalty: 5218.667480
	Iteration 46Q: 3 clusters Score -2890093 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 31046 members 
Entering Unmasked Estep 
Score: -2890103.750000 Penalty: 5218.667480
	Iteration 47Q: 3 clusters Score -2890104 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 31111 members 
Entering Unmasked Estep 
Score: -2890104.000000 Penalty: 5218.667480
	Iteration 48Q: 3 clusters Score -2890104 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 31165 members 
Entering Unmasked Estep 
Score: -2890111.750000 Penalty: 5218.667480
	Iteration 49Q: 3 clusters Score -2890112 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 31213 members 
Entering Unmasked Estep 
Score: -2890126.750000 Penalty: 5218.667480
	Iteration 50Q: 3 clusters Score -2890127 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 31263 members 
Entering Unmasked Estep 
Score: -2890130.500000 Penalty: 5218.667480
	Iteration 51Q: 3 clusters Score -2890130 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 31319 members 
Entering Unmasked Estep 
Score: -2890134.250000 Penalty: 5218.667480
	Iteration 52Q: 3 clusters Score -2890134 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 31389 members 
Entering Unmasked Estep 
Score: -2890158.750000 Penalty: 5218.667480
	Iteration 53Q: 3 clusters Score -2890159 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 31464 members 
Entering Unmasked Estep 
Score: -2890158.000000 Penalty: 5218.667480
	Iteration 54Q: 3 clusters Score -2890158 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 31531 members 
Entering Unmasked Estep 
Score: -2890166.750000 Penalty: 5218.667480
	Iteration 55Q: 3 clusters Score -2890167 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 31585 members 
Entering Unmasked Estep 
Score: -2890173.500000 Penalty: 5218.667480
	Iteration 56Q: 3 clusters Score -2890174 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 31651 members 
Entering Unmasked Estep 
Score: -2890192.750000 Penalty: 5218.667480
	Iteration 57Q: 3 clusters Score -2890193 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 31716 members 
Entering Unmasked Estep 
Score: -2890186.750000 Penalty: 5218.667480
	Iteration 58Q: 3 clusters Score -2890187 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 31777 members 
Entering Unmasked Estep 
Score: -2890207.750000 Penalty: 5218.667480
	Iteration 59Q: 3 clusters Score -2890208 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 31838 members 
Entering Unmasked Estep 
Score: -2890222.750000 Penalty: 5218.667480
	Iteration 60F: 3 clusters Score -2890223 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 31902 members 
Entering Unmasked Estep 
Score: -2890233.750000 Penalty: 5218.667480
	Iteration 61Q: 3 clusters Score -2890234 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 31966 members 
Entering Unmasked Estep 
Score: -2890238.000000 Penalty: 5218.667480
	Iteration 62Q: 3 clusters Score -2890238 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 32012 members 
Entering Unmasked Estep 
Score: -2890242.250000 Penalty: 5218.667480
	Iteration 63Q: 3 clusters Score -2890242 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 32064 members 
Entering Unmasked Estep 
Score: -2890253.750000 Penalty: 5218.667480
	Iteration 64Q: 3 clusters Score -2890254 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 32116 members 
Entering Unmasked Estep 
Score: -2890267.000000 Penalty: 5218.667480
	Iteration 65Q: 3 clusters Score -2890267 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 32157 members 
Entering Unmasked Estep 
Score: -2890275.500000 Penalty: 5218.667480
	Iteration 66Q: 3 clusters Score -2890276 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 32198 members 
Entering Unmasked Estep 
Score: -2890280.500000 Penalty: 5218.667480
	Iteration 67Q: 3 clusters Score -2890280 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 32242 members 
Entering Unmasked Estep 
Score: -2890291.500000 Penalty: 5218.667480
	Iteration 68Q: 3 clusters Score -2890292 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 32286 members 
Entering Unmasked Estep 
Score: -2890293.250000 Penalty: 5218.667480
	Iteration 69Q: 3 clusters Score -2890293 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 32338 members 
Entering Unmasked Estep 
Score: -2890295.000000 Penalty: 5218.667480
	Iteration 70Q: 3 clusters Score -2890295 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 32387 members 
Entering Unmasked Estep 
Score: -2890298.250000 Penalty: 5218.667480
	Iteration 71Q: 3 clusters Score -2890298 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 32432 members 
Entering Unmasked Estep 
Score: -2890309.250000 Penalty: 5218.667480
	Iteration 72Q: 3 clusters Score -2890309 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 32469 members 
Entering Unmasked Estep 
Score: -2890321.250000 Penalty: 5218.667480
	Iteration 73Q: 3 clusters Score -2890321 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 32501 members 
Entering Unmasked Estep 
Score: -2890319.750000 Penalty: 5218.667480
	Iteration 74Q: 3 clusters Score -2890320 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 32536 members 
Entering Unmasked Estep 
Score: -2890331.250000 Penalty: 5218.667480
	Iteration 75Q: 3 clusters Score -2890331 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 32572 members 
Entering Unmasked Estep 
Score: -2890339.500000 Penalty: 5218.667480
	Iteration 76Q: 3 clusters Score -2890340 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 32611 members 
Entering Unmasked Estep 
Score: -2890351.000000 Penalty: 5218.667480
	Iteration 77Q: 3 clusters Score -2890351 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 32647 members 
Entering Unmasked Estep 
Score: -2890352.750000 Penalty: 5218.667480
	Iteration 78Q: 3 clusters Score -2890353 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 32684 members 
Entering Unmasked Estep 
Score: -2890357.000000 Penalty: 5218.667480
	Iteration 79Q: 3 clusters Score -2890357 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 32725 members 
Entering Unmasked Estep 
Score: -2890364.750000 Penalty: 5218.667480
	Iteration 80F: 3 clusters Score -2890365 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 32762 members 
Entering Unmasked Estep 
Score: -2890366.750000 Penalty: 5218.667480
	Iteration 81Q: 3 clusters Score -2890367 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 32799 members 
Entering Unmasked Estep 
Score: -2890370.500000 Penalty: 5218.667480
	Iteration 82Q: 3 clusters Score -2890370 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 32847 members 
Entering Unmasked Estep 
Score: -2890385.500000 Penalty: 5218.667480
	Iteration 83Q: 3 clusters Score -2890386 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 32898 members 
Entering Unmasked Estep 
Score: -2890390.250000 Penalty: 5218.667480
	Iteration 84Q: 3 clusters Score -2890390 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 32955 members 
Entering Unmasked Estep 
Score: -2890395.000000 Penalty: 5218.667480
	Iteration 85Q: 3 clusters Score -2890395 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 33008 members 
Entering Unmasked Estep 
Score: -2890416.500000 Penalty: 5218.667480
	Iteration 86Q: 3 clusters Score -2890416 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 33065 members 
Entering Unmasked Estep 
Score: -2890426.250000 Penalty: 5218.667480
	Iteration 87Q: 3 clusters Score -2890426 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 33127 members 
Entering Unmasked Estep 
Score: -2890433.500000 Penalty: 5218.667480
	Iteration 88Q: 3 clusters Score -2890434 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 33182 members 
Entering Unmasked Estep 
Score: -2890444.250000 Penalty: 5218.667480
	Iteration 89Q: 3 clusters Score -2890444 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 33242 members 
Entering Unmasked Estep 
Score: -2890456.250000 Penalty: 5218.667480
	Iteration 90Q: 3 clusters Score -2890456 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 33302 members 
Entering Unmasked Estep 
Score: -2890469.250000 Penalty: 5218.667480
	Iteration 91Q: 3 clusters Score -2890469 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 33365 members 
Entering Unmasked Estep 
Score: -2890497.750000 Penalty: 5218.667480
	Iteration 92Q: 3 clusters Score -2890498 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 33421 members 
Entering Unmasked Estep 
Score: -2890509.500000 Penalty: 5218.667480
	Iteration 93Q: 3 clusters Score -2890510 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 33483 members 
Entering Unmasked Estep 
Score: -2890525.500000 Penalty: 5218.667480
	Iteration 94Q: 3 clusters Score -2890526 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 33544 members 
Entering Unmasked Estep 
Score: -2890540.750000 Penalty: 5218.667480
	Iteration 95Q: 3 clusters Score -2890541 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 33599 members 
Entering Unmasked Estep 
Score: -2890545.000000 Penalty: 5218.667480
	Iteration 96Q: 3 clusters Score -2890545 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 33656 members 
Entering Unmasked Estep 
Score: -2890558.250000 Penalty: 5218.667480
	Iteration 97Q: 3 clusters Score -2890558 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 33706 members 
Entering Unmasked Estep 
Score: -2890567.250000 Penalty: 5218.667480
	Iteration 98Q: 3 clusters Score -2890567 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 33758 members 
Entering Unmasked Estep 
Score: -2890579.500000 Penalty: 5218.667480
	Iteration 99Q: 3 clusters Score -2890580 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 33799 members 
Entering Unmasked Estep 
Score: -2890576.750000 Penalty: 5218.667480
	Iteration 100F: 3 clusters Score -2890577 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 33844 members 
Entering Unmasked Estep 
Score: -2890590.000000 Penalty: 5218.667480
	Iteration 101Q: 3 clusters Score -2890590 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 33897 members 
Entering Unmasked Estep 
Score: -2890589.000000 Penalty: 5218.667480
	Iteration 102Q: 3 clusters Score -2890589 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 33937 members 
Entering Unmasked Estep 
Score: -2890596.000000 Penalty: 5218.667480
	Iteration 103Q: 3 clusters Score -2890596 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 33970 members 
Entering Unmasked Estep 
Score: -2890603.750000 Penalty: 5218.667480
	Iteration 104Q: 3 clusters Score -2890604 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 33991 members 
Entering Unmasked Estep 
Score: -2890606.000000 Penalty: 5218.667480
	Iteration 105Q: 3 clusters Score -2890606 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 34017 members 
Entering Unmasked Estep 
Score: -2890609.000000 Penalty: 5218.667480
	Iteration 106Q: 3 clusters Score -2890609 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 34046 members 
Entering Unmasked Estep 
Score: -2890626.250000 Penalty: 5218.667480
	Iteration 107Q: 3 clusters Score -2890626 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 34074 members 
Entering Unmasked Estep 
Score: -2890626.500000 Penalty: 5218.667480
	Iteration 108Q: 3 clusters Score -2890626 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 34102 members 
Entering Unmasked Estep 
Score: -2890642.250000 Penalty: 5218.667480
	Iteration 109Q: 3 clusters Score -2890642 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 34127 members 
Entering Unmasked Estep 
Score: -2890645.500000 Penalty: 5218.667480
	Iteration 110Q: 3 clusters Score -2890646 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 34140 members 
Entering Unmasked Estep 
Score: -2890647.000000 Penalty: 5218.667480
	Iteration 111Q: 3 clusters Score -2890647 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 34157 members 
Entering Unmasked Estep 
Score: -2890645.250000 Penalty: 5218.667480
	Iteration 112Q: 3 clusters Score -2890645 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 34178 members 
Entering Unmasked Estep 
Score: -2890647.250000 Penalty: 5218.667480
	Iteration 113Q: 3 clusters Score -2890647 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 34195 members 
Entering Unmasked Estep 
Score: -2890653.000000 Penalty: 5218.667480
	Iteration 114Q: 3 clusters Score -2890653 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 34221 members 
Entering Unmasked Estep 
Score: -2890647.250000 Penalty: 5218.667480
	Iteration 115Q: 3 clusters Score -2890647 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 34235 members 
Entering Unmasked Estep 
Score: -2890645.500000 Penalty: 5218.667480
	Iteration 116Q: 3 clusters Score -2890646 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 34254 members 
Entering Unmasked Estep 
Score: -2890651.750000 Penalty: 5218.667480
	Iteration 117Q: 3 clusters Score -2890652 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 34278 members 
Entering Unmasked Estep 
Score: -2890659.500000 Penalty: 5218.667480
	Iteration 118Q: 3 clusters Score -2890660 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 34301 members 
Entering Unmasked Estep 
Score: -2890664.500000 Penalty: 5218.667480
	Iteration 119Q: 3 clusters Score -2890664 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 34315 members 
Entering Unmasked Estep 
Score: -2890663.250000 Penalty: 5218.667480
	Iteration 120F: 3 clusters Score -2890663 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 34326 members 
Entering Unmasked Estep 
Score: -2890668.000000 Penalty: 5218.667480
	Iteration 121Q: 3 clusters Score -2890668 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 34340 members 
Entering Unmasked Estep 
Score: -2890666.000000 Penalty: 5218.667480
	Iteration 122Q: 3 clusters Score -2890666 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 34351 members 
Entering Unmasked Estep 
Score: -2890670.000000 Penalty: 5218.667480
	Iteration 123Q: 3 clusters Score -2890670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 34359 members 
Entering Unmasked Estep 
Score: -2890670.500000 Penalty: 5218.667480
	Iteration 124Q: 3 clusters Score -2890670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 34362 members 
Entering Unmasked Estep 
Score: -2890676.250000 Penalty: 5218.667480
	Iteration 125Q: 3 clusters Score -2890676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 34363 members 
Entering Unmasked Estep 
Score: -2890672.000000 Penalty: 5218.667480
	Iteration 126Q: 3 clusters Score -2890672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 34365 members 
Entering Unmasked Estep 
Score: -2890674.000000 Penalty: 5218.667480
	Iteration 127Q: 3 clusters Score -2890674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 34365 members 
Entering Unmasked Estep 
Score: -2890674.000000 Penalty: 5218.667480
	Iteration 128F: 3 clusters Score -2890674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Entering Unmasked Estep 
Score: -272539.187500 Penalty: 2025.854980
	Iteration 0F: 2 clusters Score -272539.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -268944.906250 Penalty: 4051.709961
	Iteration 0F: 3 clusters Score -268944.9 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -269741.062500 Penalty: 4051.709961
	Iteration 1F: 3 clusters Score -269741.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -269923.218750 Penalty: 4051.709961
	Iteration 2F: 3 clusters Score -269923.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -270028.906250 Penalty: 4051.709961
	Iteration 3Q: 3 clusters Score -270028.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -270112.750000 Penalty: 4051.709961
	Iteration 4Q: 3 clusters Score -270112.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -270177.250000 Penalty: 4051.709961
	Iteration 5Q: 3 clusters Score -270177.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -270213.218750 Penalty: 4051.709961
	Iteration 6Q: 3 clusters Score -270213.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -270246.656250 Penalty: 4051.709961
	Iteration 7Q: 3 clusters Score -270246.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -270277.437500 Penalty: 4051.709961
	Iteration 8Q: 3 clusters Score -270277.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -270317.218750 Penalty: 4051.709961
	Iteration 9Q: 3 clusters Score -270317.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -270363.375000 Penalty: 4051.709961
	Iteration 10Q: 3 clusters Score -270363.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -270411.125000 Penalty: 4051.709961
	Iteration 11Q: 3 clusters Score -270411.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -270461.937500 Penalty: 4051.709961
	Iteration 12Q: 3 clusters Score -270461.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -270508.500000 Penalty: 4051.709961
	Iteration 13Q: 3 clusters Score -270508.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -270559.406250 Penalty: 4051.709961
	Iteration 14Q: 3 clusters Score -270559.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -270609.093750 Penalty: 4051.709961
	Iteration 15Q: 3 clusters Score -270609.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -270649.718750 Penalty: 4051.709961
	Iteration 16Q: 3 clusters Score -270649.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -270694.687500 Penalty: 4051.709961
	Iteration 17Q: 3 clusters Score -270694.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -270745.312500 Penalty: 4051.709961
	Iteration 18Q: 3 clusters Score -270745.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -270784.562500 Penalty: 4051.709961
	Iteration 19Q: 3 clusters Score -270784.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -270821.781250 Penalty: 4051.709961
	Iteration 20F: 3 clusters Score -270821.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -270850.968750 Penalty: 4051.709961
	Iteration 21Q: 3 clusters Score -270851 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -270878.000000 Penalty: 4051.709961
	Iteration 22Q: 3 clusters Score -270878 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -270904.187500 Penalty: 4051.709961
	Iteration 23Q: 3 clusters Score -270904.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -270927.437500 Penalty: 4051.709961
	Iteration 24Q: 3 clusters Score -270927.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -270952.906250 Penalty: 4051.709961
	Iteration 25Q: 3 clusters Score -270952.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -270968.750000 Penalty: 4051.709961
	Iteration 26Q: 3 clusters Score -270968.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -270977.406250 Penalty: 4051.709961
	Iteration 27Q: 3 clusters Score -270977.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -270985.062500 Penalty: 4051.709961
	Iteration 28Q: 3 clusters Score -270985.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -270994.656250 Penalty: 4051.709961
	Iteration 29Q: 3 clusters Score -270994.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -271006.531250 Penalty: 4051.709961
	Iteration 30Q: 3 clusters Score -271006.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -271013.718750 Penalty: 4051.709961
	Iteration 31Q: 3 clusters Score -271013.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -271018.218750 Penalty: 4051.709961
	Iteration 32Q: 3 clusters Score -271018.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -271021.406250 Penalty: 4051.709961
	Iteration 33Q: 3 clusters Score -271021.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -271022.218750 Penalty: 4051.709961
	Iteration 34Q: 3 clusters Score -271022.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -271024.656250 Penalty: 4051.709961
	Iteration 35Q: 3 clusters Score -271024.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -271027.843750 Penalty: 4051.709961
	Iteration 36Q: 3 clusters Score -271027.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -271031.750000 Penalty: 4051.709961
	Iteration 37Q: 3 clusters Score -271031.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -271034.531250 Penalty: 4051.709961
	Iteration 38Q: 3 clusters Score -271034.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -271039.156250 Penalty: 4051.709961
	Iteration 39Q: 3 clusters Score -271039.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -271045.468750 Penalty: 4051.709961
	Iteration 40F: 3 clusters Score -271045.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -271054.093750 Penalty: 4051.709961
	Iteration 41Q: 3 clusters Score -271054.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -271056.375000 Penalty: 4051.709961
	Iteration 42Q: 3 clusters Score -271056.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -271057.406250 Penalty: 4051.709961
	Iteration 43Q: 3 clusters Score -271057.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -271059.187500 Penalty: 4051.709961
	Iteration 44Q: 3 clusters Score -271059.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -271060.468750 Penalty: 4051.709961
	Iteration 45Q: 3 clusters Score -271060.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -271062.031250 Penalty: 4051.709961
	Iteration 46Q: 3 clusters Score -271062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -271062.031250 Penalty: 4051.709961
	Iteration 47F: 3 clusters Score -271062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (18585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18585 members 
Entering Unmasked Estep 
Score: -1320815.250000 Penalty: 2437.867432
	Iteration 0F: 2 clusters Score -1320815 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -1307671.250000 Penalty: 4875.734863
	Iteration 0F: 3 clusters Score -1307671 nChanged 8128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -1312221.250000 Penalty: 4875.734863
	Iteration 1F: 3 clusters Score -1312221 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -1312790.125000 Penalty: 4875.734863
	Iteration 2F: 3 clusters Score -1312790 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -1313336.875000 Penalty: 4875.734863
	Iteration 3F: 3 clusters Score -1313337 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -1313870.750000 Penalty: 4875.734863
	Iteration 4F: 3 clusters Score -1313871 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -1314415.000000 Penalty: 4875.734863
	Iteration 5F: 3 clusters Score -1314415 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -1314889.000000 Penalty: 4875.734863
	Iteration 6Q: 3 clusters Score -1314889 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -1315363.500000 Penalty: 4875.734863
	Iteration 7Q: 3 clusters Score -1315364 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -1315761.250000 Penalty: 4875.734863
	Iteration 8Q: 3 clusters Score -1315761 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -1316150.375000 Penalty: 4875.734863
	Iteration 9Q: 3 clusters Score -1316150 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -1316508.250000 Penalty: 4875.734863
	Iteration 10Q: 3 clusters Score -1316508 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -1316833.000000 Penalty: 4875.734863
	Iteration 11Q: 3 clusters Score -1316833 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -1317101.500000 Penalty: 4875.734863
	Iteration 12Q: 3 clusters Score -1317102 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -1317314.375000 Penalty: 4875.734863
	Iteration 13Q: 3 clusters Score -1317314 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -1317469.875000 Penalty: 4875.734863
	Iteration 14Q: 3 clusters Score -1317470 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -1317588.625000 Penalty: 4875.734863
	Iteration 15Q: 3 clusters Score -1317589 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -1317699.750000 Penalty: 4875.734863
	Iteration 16Q: 3 clusters Score -1317700 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -1317807.125000 Penalty: 4875.734863
	Iteration 17Q: 3 clusters Score -1317807 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -1317876.625000 Penalty: 4875.734863
	Iteration 18Q: 3 clusters Score -1317877 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -1317935.625000 Penalty: 4875.734863
	Iteration 19Q: 3 clusters Score -1317936 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -1317994.875000 Penalty: 4875.734863
	Iteration 20F: 3 clusters Score -1317995 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -1318040.125000 Penalty: 4875.734863
	Iteration 21Q: 3 clusters Score -1318040 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -1318087.000000 Penalty: 4875.734863
	Iteration 22Q: 3 clusters Score -1318087 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -1318127.375000 Penalty: 4875.734863
	Iteration 23Q: 3 clusters Score -1318127 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
Score: -1318173.875000 Penalty: 4875.734863
	Iteration 24Q: 3 clusters Score -1318174 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -1318214.250000 Penalty: 4875.734863
	Iteration 25Q: 3 clusters Score -1318214 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -1318248.500000 Penalty: 4875.734863
	Iteration 26Q: 3 clusters Score -1318248 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 15477 members 
Entering Unmasked Estep 
Score: -1318298.375000 Penalty: 4875.734863
	Iteration 27Q: 3 clusters Score -1318298 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -1318358.875000 Penalty: 4875.734863
	Iteration 28Q: 3 clusters Score -1318359 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
Score: -1318405.625000 Penalty: 4875.734863
	Iteration 29Q: 3 clusters Score -1318406 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -1318474.125000 Penalty: 4875.734863
	Iteration 30Q: 3 clusters Score -1318474 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
Score: -1318532.875000 Penalty: 4875.734863
	Iteration 31Q: 3 clusters Score -1318533 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 16128 members 
Entering Unmasked Estep 
Score: -1318595.875000 Penalty: 4875.734863
	Iteration 32Q: 3 clusters Score -1318596 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -1318651.375000 Penalty: 4875.734863
	Iteration 33Q: 3 clusters Score -1318651 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 16343 members 
Entering Unmasked Estep 
Score: -1318689.500000 Penalty: 4875.734863
	Iteration 34Q: 3 clusters Score -1318690 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
Score: -1318730.125000 Penalty: 4875.734863
	Iteration 35Q: 3 clusters Score -1318730 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 16511 members 
Entering Unmasked Estep 
Score: -1318763.875000 Penalty: 4875.734863
	Iteration 36Q: 3 clusters Score -1318764 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 16589 members 
Entering Unmasked Estep 
Score: -1318797.250000 Penalty: 4875.734863
	Iteration 37Q: 3 clusters Score -1318797 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 16654 members 
Entering Unmasked Estep 
Score: -1318818.125000 Penalty: 4875.734863
	Iteration 38Q: 3 clusters Score -1318818 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 16715 members 
Entering Unmasked Estep 
Score: -1318844.250000 Penalty: 4875.734863
	Iteration 39Q: 3 clusters Score -1318844 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 16774 members 
Entering Unmasked Estep 
Score: -1318865.000000 Penalty: 4875.734863
	Iteration 40F: 3 clusters Score -1318865 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 16823 members 
Entering Unmasked Estep 
Score: -1318881.500000 Penalty: 4875.734863
	Iteration 41Q: 3 clusters Score -1318882 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 16874 members 
Entering Unmasked Estep 
Score: -1318898.000000 Penalty: 4875.734863
	Iteration 42Q: 3 clusters Score -1318898 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -1318912.125000 Penalty: 4875.734863
	Iteration 43Q: 3 clusters Score -1318912 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 16950 members 
Entering Unmasked Estep 
Score: -1318921.500000 Penalty: 4875.734863
	Iteration 44Q: 3 clusters Score -1318922 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 16988 members 
Entering Unmasked Estep 
Score: -1318931.500000 Penalty: 4875.734863
	Iteration 45Q: 3 clusters Score -1318932 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 17027 members 
Entering Unmasked Estep 
Score: -1318942.500000 Penalty: 4875.734863
	Iteration 46Q: 3 clusters Score -1318942 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -1318961.375000 Penalty: 4875.734863
	Iteration 47Q: 3 clusters Score -1318961 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 17093 members 
Entering Unmasked Estep 
Score: -1318978.250000 Penalty: 4875.734863
	Iteration 48Q: 3 clusters Score -1318978 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 17129 members 
Entering Unmasked Estep 
Score: -1318998.250000 Penalty: 4875.734863
	Iteration 49Q: 3 clusters Score -1318998 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 17172 members 
Entering Unmasked Estep 
Score: -1319010.125000 Penalty: 4875.734863
	Iteration 50Q: 3 clusters Score -1319010 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 17215 members 
Entering Unmasked Estep 
Score: -1319031.125000 Penalty: 4875.734863
	Iteration 51Q: 3 clusters Score -1319031 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 17245 members 
Entering Unmasked Estep 
Score: -1319041.625000 Penalty: 4875.734863
	Iteration 52Q: 3 clusters Score -1319042 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 17268 members 
Entering Unmasked Estep 
Score: -1319046.875000 Penalty: 4875.734863
	Iteration 53Q: 3 clusters Score -1319047 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -1319062.250000 Penalty: 4875.734863
	Iteration 54Q: 3 clusters Score -1319062 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 17307 members 
Entering Unmasked Estep 
Score: -1319064.375000 Penalty: 4875.734863
	Iteration 55Q: 3 clusters Score -1319064 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 17327 members 
Entering Unmasked Estep 
Score: -1319074.500000 Penalty: 4875.734863
	Iteration 56Q: 3 clusters Score -1319074 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 17344 members 
Entering Unmasked Estep 
Score: -1319084.625000 Penalty: 4875.734863
	Iteration 57Q: 3 clusters Score -1319085 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 17363 members 
Entering Unmasked Estep 
Score: -1319091.125000 Penalty: 4875.734863
	Iteration 58Q: 3 clusters Score -1319091 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
Score: -1319110.375000 Penalty: 4875.734863
	Iteration 59Q: 3 clusters Score -1319110 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 17418 members 
Entering Unmasked Estep 
Score: -1319129.875000 Penalty: 4875.734863
	Iteration 60F: 3 clusters Score -1319130 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 17460 members 
Entering Unmasked Estep 
Score: -1319148.000000 Penalty: 4875.734863
	Iteration 61Q: 3 clusters Score -1319148 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 17504 members 
Entering Unmasked Estep 
Score: -1319178.250000 Penalty: 4875.734863
	Iteration 62Q: 3 clusters Score -1319178 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 17538 members 
Entering Unmasked Estep 
Score: -1319199.875000 Penalty: 4875.734863
	Iteration 63Q: 3 clusters Score -1319200 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 17571 members 
Entering Unmasked Estep 
Score: -1319211.875000 Penalty: 4875.734863
	Iteration 64Q: 3 clusters Score -1319212 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 17594 members 
Entering Unmasked Estep 
Score: -1319223.125000 Penalty: 4875.734863
	Iteration 65Q: 3 clusters Score -1319223 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 17612 members 
Entering Unmasked Estep 
Score: -1319235.000000 Penalty: 4875.734863
	Iteration 66Q: 3 clusters Score -1319235 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 17625 members 
Entering Unmasked Estep 
Score: -1319243.125000 Penalty: 4875.734863
	Iteration 67Q: 3 clusters Score -1319243 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 17638 members 
Entering Unmasked Estep 
Score: -1319247.125000 Penalty: 4875.734863
	Iteration 68Q: 3 clusters Score -1319247 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 17648 members 
Entering Unmasked Estep 
Score: -1319250.750000 Penalty: 4875.734863
	Iteration 69Q: 3 clusters Score -1319251 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 17651 members 
Entering Unmasked Estep 
Score: -1319248.375000 Penalty: 4875.734863
	Iteration 70Q: 3 clusters Score -1319248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 17654 members 
Entering Unmasked Estep 
Score: -1319253.250000 Penalty: 4875.734863
	Iteration 71Q: 3 clusters Score -1319253 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 17658 members 
Entering Unmasked Estep 
Score: -1319258.875000 Penalty: 4875.734863
	Iteration 72Q: 3 clusters Score -1319259 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 17663 members 
Entering Unmasked Estep 
Score: -1319260.750000 Penalty: 4875.734863
	Iteration 73Q: 3 clusters Score -1319261 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
Score: -1319265.125000 Penalty: 4875.734863
	Iteration 74Q: 3 clusters Score -1319265 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 17675 members 
Entering Unmasked Estep 
Score: -1319268.750000 Penalty: 4875.734863
	Iteration 75Q: 3 clusters Score -1319269 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 17679 members 
Entering Unmasked Estep 
Score: -1319270.625000 Penalty: 4875.734863
	Iteration 76Q: 3 clusters Score -1319271 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 17684 members 
Entering Unmasked Estep 
Score: -1319279.000000 Penalty: 4875.734863
	Iteration 77Q: 3 clusters Score -1319279 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 17691 members 
Entering Unmasked Estep 
Score: -1319282.250000 Penalty: 4875.734863
	Iteration 78Q: 3 clusters Score -1319282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 17698 members 
Entering Unmasked Estep 
Score: -1319283.875000 Penalty: 4875.734863
	Iteration 79Q: 3 clusters Score -1319284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 17701 members 
Entering Unmasked Estep 
Score: -1319286.750000 Penalty: 4875.734863
	Iteration 80F: 3 clusters Score -1319287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 17704 members 
Entering Unmasked Estep 
Score: -1319290.875000 Penalty: 4875.734863
	Iteration 81Q: 3 clusters Score -1319291 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 17710 members 
Entering Unmasked Estep 
Score: -1319295.000000 Penalty: 4875.734863
	Iteration 82Q: 3 clusters Score -1319295 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 17712 members 
Entering Unmasked Estep 
Score: -1319296.625000 Penalty: 4875.734863
	Iteration 83Q: 3 clusters Score -1319297 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -1319302.000000 Penalty: 4875.734863
	Iteration 84Q: 3 clusters Score -1319302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 17718 members 
Entering Unmasked Estep 
Score: -1319309.250000 Penalty: 4875.734863
	Iteration 85Q: 3 clusters Score -1319309 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 17715 members 
Entering Unmasked Estep 
Score: -1319325.125000 Penalty: 4875.734863
	Iteration 86Q: 3 clusters Score -1319325 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 17707 members 
Entering Unmasked Estep 
Score: -1319334.125000 Penalty: 4875.734863
	Iteration 87Q: 3 clusters Score -1319334 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 17713 members 
Entering Unmasked Estep 
Score: -1319345.750000 Penalty: 4875.734863
	Iteration 88Q: 3 clusters Score -1319346 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 17722 members 
Entering Unmasked Estep 
Score: -1319354.875000 Penalty: 4875.734863
	Iteration 89Q: 3 clusters Score -1319355 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 17727 members 
Entering Unmasked Estep 
Score: -1319360.500000 Penalty: 4875.734863
	Iteration 90Q: 3 clusters Score -1319360 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 17736 members 
Entering Unmasked Estep 
Score: -1319366.500000 Penalty: 4875.734863
	Iteration 91Q: 3 clusters Score -1319366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
Score: -1319373.250000 Penalty: 4875.734863
	Iteration 92Q: 3 clusters Score -1319373 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 17748 members 
Entering Unmasked Estep 
Score: -1319380.625000 Penalty: 4875.734863
	Iteration 93Q: 3 clusters Score -1319381 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 17746 members 
Entering Unmasked Estep 
Score: -1319384.375000 Penalty: 4875.734863
	Iteration 94Q: 3 clusters Score -1319384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 17740 members 
Entering Unmasked Estep 
Score: -1319386.625000 Penalty: 4875.734863
	Iteration 95Q: 3 clusters Score -1319387 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 17741 members 
Entering Unmasked Estep 
Score: -1319393.500000 Penalty: 4875.734863
	Iteration 96Q: 3 clusters Score -1319394 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
Score: -1319401.750000 Penalty: 4875.734863
	Iteration 97Q: 3 clusters Score -1319402 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 17746 members 
Entering Unmasked Estep 
Score: -1319407.625000 Penalty: 4875.734863
	Iteration 98Q: 3 clusters Score -1319408 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 17753 members 
Entering Unmasked Estep 
Score: -1319413.375000 Penalty: 4875.734863
	Iteration 99Q: 3 clusters Score -1319413 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 17755 members 
Entering Unmasked Estep 
Score: -1319422.125000 Penalty: 4875.734863
	Iteration 100F: 3 clusters Score -1319422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 17755 members 
Entering Unmasked Estep 
Score: -1319427.500000 Penalty: 4875.734863
	Iteration 101Q: 3 clusters Score -1319428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 17757 members 
Entering Unmasked Estep 
Score: -1319432.625000 Penalty: 4875.734863
	Iteration 102Q: 3 clusters Score -1319433 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 17760 members 
Entering Unmasked Estep 
Score: -1319436.250000 Penalty: 4875.734863
	Iteration 103Q: 3 clusters Score -1319436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -1319438.625000 Penalty: 4875.734863
	Iteration 104Q: 3 clusters Score -1319439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 17766 members 
Entering Unmasked Estep 
Score: -1319438.500000 Penalty: 4875.734863
	Iteration 105Q: 3 clusters Score -1319438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 17765 members 
Entering Unmasked Estep 
Score: -1319441.125000 Penalty: 4875.734863
	Iteration 106Q: 3 clusters Score -1319441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -1319440.500000 Penalty: 4875.734863
	Iteration 107Q: 3 clusters Score -1319440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -1319440.500000 Penalty: 4875.734863
	Iteration 108F: 3 clusters Score -1319440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Entering Unmasked Estep 
Score: -732438.375000 Penalty: 2295.602051
	Iteration 0F: 2 clusters Score -732438.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -724403.750000 Penalty: 4591.204102
	Iteration 0F: 3 clusters Score -724403.8 nChanged 4438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -726792.062500 Penalty: 4591.204102
	Iteration 1F: 3 clusters Score -726792.1 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -727140.812500 Penalty: 4591.204102
	Iteration 2F: 3 clusters Score -727140.8 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -727451.437500 Penalty: 4591.204102
	Iteration 3F: 3 clusters Score -727451.4 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -727753.875000 Penalty: 4591.204102
	Iteration 4Q: 3 clusters Score -727753.9 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -728160.437500 Penalty: 4591.204102
	Iteration 5F: 3 clusters Score -728160.4 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -728660.687500 Penalty: 4591.204102
	Iteration 6F: 3 clusters Score -728660.7 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -729243.500000 Penalty: 4591.204102
	Iteration 7F: 3 clusters Score -729243.5 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -729785.125000 Penalty: 4591.204102
	Iteration 8F: 3 clusters Score -729785.1 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -730265.562500 Penalty: 4591.204102
	Iteration 9Q: 3 clusters Score -730265.6 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -730635.062500 Penalty: 4591.204102
	Iteration 10Q: 3 clusters Score -730635.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -730861.125000 Penalty: 4591.204102
	Iteration 11Q: 3 clusters Score -730861.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -731022.875000 Penalty: 4591.204102
	Iteration 12Q: 3 clusters Score -731022.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -731131.437500 Penalty: 4591.204102
	Iteration 13Q: 3 clusters Score -731131.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -731196.875000 Penalty: 4591.204102
	Iteration 14Q: 3 clusters Score -731196.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -731237.187500 Penalty: 4591.204102
	Iteration 15Q: 3 clusters Score -731237.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -731266.687500 Penalty: 4591.204102
	Iteration 16Q: 3 clusters Score -731266.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -731282.250000 Penalty: 4591.204102
	Iteration 17Q: 3 clusters Score -731282.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -731298.312500 Penalty: 4591.204102
	Iteration 18Q: 3 clusters Score -731298.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -731305.312500 Penalty: 4591.204102
	Iteration 19Q: 3 clusters Score -731305.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -731312.750000 Penalty: 4591.204102
	Iteration 20F: 3 clusters Score -731312.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -731320.062500 Penalty: 4591.204102
	Iteration 21Q: 3 clusters Score -731320.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -731323.187500 Penalty: 4591.204102
	Iteration 22Q: 3 clusters Score -731323.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -731328.562500 Penalty: 4591.204102
	Iteration 23Q: 3 clusters Score -731328.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -731332.250000 Penalty: 4591.204102
	Iteration 24Q: 3 clusters Score -731332.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -731334.375000 Penalty: 4591.204102
	Iteration 25Q: 3 clusters Score -731334.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -731337.375000 Penalty: 4591.204102
	Iteration 26Q: 3 clusters Score -731337.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -731341.500000 Penalty: 4591.204102
	Iteration 27Q: 3 clusters Score -731341.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -731346.812500 Penalty: 4591.204102
	Iteration 28Q: 3 clusters Score -731346.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -731350.687500 Penalty: 4591.204102
	Iteration 29Q: 3 clusters Score -731350.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -731355.875000 Penalty: 4591.204102
	Iteration 30Q: 3 clusters Score -731355.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -731361.750000 Penalty: 4591.204102
	Iteration 31Q: 3 clusters Score -731361.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -731365.375000 Penalty: 4591.204102
	Iteration 32Q: 3 clusters Score -731365.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -731367.750000 Penalty: 4591.204102
	Iteration 33Q: 3 clusters Score -731367.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -731369.187500 Penalty: 4591.204102
	Iteration 34Q: 3 clusters Score -731369.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -731370.562500 Penalty: 4591.204102
	Iteration 35Q: 3 clusters Score -731370.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -731371.250000 Penalty: 4591.204102
	Iteration 36Q: 3 clusters Score -731371.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -731370.500000 Penalty: 4591.204102
	Iteration 37Q: 3 clusters Score -731370.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -731372.375000 Penalty: 4591.204102
	Iteration 38Q: 3 clusters Score -731372.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -731374.687500 Penalty: 4591.204102
	Iteration 39Q: 3 clusters Score -731374.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -731373.937500 Penalty: 4591.204102
	Iteration 40F: 3 clusters Score -731373.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -731376.187500 Penalty: 4591.204102
	Iteration 41Q: 3 clusters Score -731376.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -731375.562500 Penalty: 4591.204102
	Iteration 42Q: 3 clusters Score -731375.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -731377.875000 Penalty: 4591.204102
	Iteration 43Q: 3 clusters Score -731377.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -731379.312500 Penalty: 4591.204102
	Iteration 44Q: 3 clusters Score -731379.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -731378.812500 Penalty: 4591.204102
	Iteration 45Q: 3 clusters Score -731378.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -731380.125000 Penalty: 4591.204102
	Iteration 46Q: 3 clusters Score -731380.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -731380.000000 Penalty: 4591.204102
	Iteration 47Q: 3 clusters Score -731380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -731379.687500 Penalty: 4591.204102
	Iteration 48Q: 3 clusters Score -731379.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -731380.625000 Penalty: 4591.204102
	Iteration 49Q: 3 clusters Score -731380.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -731380.437500 Penalty: 4591.204102
	Iteration 50Q: 3 clusters Score -731380.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -731380.125000 Penalty: 4591.204102
	Iteration 51Q: 3 clusters Score -731380.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -731380.937500 Penalty: 4591.204102
	Iteration 52Q: 3 clusters Score -731380.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -731380.625000 Penalty: 4591.204102
	Iteration 53Q: 3 clusters Score -731380.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -731380.625000 Penalty: 4591.204102
	Iteration 54Q: 3 clusters Score -731380.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -731381.062500 Penalty: 4591.204102
	Iteration 55Q: 3 clusters Score -731381.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -731380.687500 Penalty: 4591.204102
	Iteration 56Q: 3 clusters Score -731380.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -731380.437500 Penalty: 4591.204102
	Iteration 57Q: 3 clusters Score -731380.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -731380.437500 Penalty: 4591.204102
	Iteration 58F: 3 clusters Score -731380.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Entering Unmasked Estep 
Score: -700304.562500 Penalty: 2254.817871
	Iteration 0F: 2 clusters Score -700304.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -693391.625000 Penalty: 4509.635742
	Iteration 0F: 3 clusters Score -693391.6 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -695350.812500 Penalty: 4509.635742
	Iteration 1F: 3 clusters Score -695350.8 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -695641.437500 Penalty: 4509.635742
	Iteration 2F: 3 clusters Score -695641.4 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -695870.437500 Penalty: 4509.635742
	Iteration 3F: 3 clusters Score -695870.4 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -696103.062500 Penalty: 4509.635742
	Iteration 4Q: 3 clusters Score -696103.1 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -696346.500000 Penalty: 4509.635742
	Iteration 5Q: 3 clusters Score -696346.5 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -696576.625000 Penalty: 4509.635742
	Iteration 6Q: 3 clusters Score -696576.6 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -696807.062500 Penalty: 4509.635742
	Iteration 7Q: 3 clusters Score -696807.1 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -697040.250000 Penalty: 4509.635742
	Iteration 8Q: 3 clusters Score -697040.2 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -697251.937500 Penalty: 4509.635742
	Iteration 9Q: 3 clusters Score -697251.9 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -697442.500000 Penalty: 4509.635742
	Iteration 10Q: 3 clusters Score -697442.5 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -697635.000000 Penalty: 4509.635742
	Iteration 11Q: 3 clusters Score -697635 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -697793.500000 Penalty: 4509.635742
	Iteration 12Q: 3 clusters Score -697793.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -697940.687500 Penalty: 4509.635742
	Iteration 13Q: 3 clusters Score -697940.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -698060.875000 Penalty: 4509.635742
	Iteration 14Q: 3 clusters Score -698060.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -698135.937500 Penalty: 4509.635742
	Iteration 15Q: 3 clusters Score -698135.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -698198.000000 Penalty: 4509.635742
	Iteration 16Q: 3 clusters Score -698198 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -698249.375000 Penalty: 4509.635742
	Iteration 17Q: 3 clusters Score -698249.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -698291.937500 Penalty: 4509.635742
	Iteration 18Q: 3 clusters Score -698291.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -698327.125000 Penalty: 4509.635742
	Iteration 19Q: 3 clusters Score -698327.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -698346.437500 Penalty: 4509.635742
	Iteration 20F: 3 clusters Score -698346.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -698369.437500 Penalty: 4509.635742
	Iteration 21Q: 3 clusters Score -698369.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -698384.000000 Penalty: 4509.635742
	Iteration 22Q: 3 clusters Score -698384 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -698393.250000 Penalty: 4509.635742
	Iteration 23Q: 3 clusters Score -698393.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -698405.625000 Penalty: 4509.635742
	Iteration 24Q: 3 clusters Score -698405.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -698412.687500 Penalty: 4509.635742
	Iteration 25Q: 3 clusters Score -698412.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -698418.750000 Penalty: 4509.635742
	Iteration 26Q: 3 clusters Score -698418.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -698423.562500 Penalty: 4509.635742
	Iteration 27Q: 3 clusters Score -698423.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -698424.187500 Penalty: 4509.635742
	Iteration 28Q: 3 clusters Score -698424.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -698425.437500 Penalty: 4509.635742
	Iteration 29Q: 3 clusters Score -698425.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -698428.625000 Penalty: 4509.635742
	Iteration 30Q: 3 clusters Score -698428.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -698428.312500 Penalty: 4509.635742
	Iteration 31Q: 3 clusters Score -698428.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -698428.625000 Penalty: 4509.635742
	Iteration 32Q: 3 clusters Score -698428.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -698431.062500 Penalty: 4509.635742
	Iteration 33Q: 3 clusters Score -698431.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -698431.750000 Penalty: 4509.635742
	Iteration 34Q: 3 clusters Score -698431.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -698432.375000 Penalty: 4509.635742
	Iteration 35Q: 3 clusters Score -698432.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -698432.687500 Penalty: 4509.635742
	Iteration 36Q: 3 clusters Score -698432.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -698432.687500 Penalty: 4509.635742
	Iteration 37F: 3 clusters Score -698432.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Entering Unmasked Estep 
Score: -419590.906250 Penalty: 2128.300537
	Iteration 0F: 2 clusters Score -419590.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -414875.968750 Penalty: 4256.601074
	Iteration 0F: 3 clusters Score -414876 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -416030.218750 Penalty: 4256.601074
	Iteration 1F: 3 clusters Score -416030.2 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -416208.937500 Penalty: 4256.601074
	Iteration 2F: 3 clusters Score -416208.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -416329.031250 Penalty: 4256.601074
	Iteration 3Q: 3 clusters Score -416329 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -416405.437500 Penalty: 4256.601074
	Iteration 4Q: 3 clusters Score -416405.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -416456.312500 Penalty: 4256.601074
	Iteration 5Q: 3 clusters Score -416456.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -416490.000000 Penalty: 4256.601074
	Iteration 6Q: 3 clusters Score -416490 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -416513.937500 Penalty: 4256.601074
	Iteration 7Q: 3 clusters Score -416513.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -416539.406250 Penalty: 4256.601074
	Iteration 8Q: 3 clusters Score -416539.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -416566.906250 Penalty: 4256.601074
	Iteration 9Q: 3 clusters Score -416566.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -416597.312500 Penalty: 4256.601074
	Iteration 10Q: 3 clusters Score -416597.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -416629.250000 Penalty: 4256.601074
	Iteration 11Q: 3 clusters Score -416629.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -416668.281250 Penalty: 4256.601074
	Iteration 12Q: 3 clusters Score -416668.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -416711.218750 Penalty: 4256.601074
	Iteration 13Q: 3 clusters Score -416711.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -416751.937500 Penalty: 4256.601074
	Iteration 14Q: 3 clusters Score -416751.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -416792.968750 Penalty: 4256.601074
	Iteration 15Q: 3 clusters Score -416793 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -416842.500000 Penalty: 4256.601074
	Iteration 16Q: 3 clusters Score -416842.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -416901.250000 Penalty: 4256.601074
	Iteration 17Q: 3 clusters Score -416901.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -416962.156250 Penalty: 4256.601074
	Iteration 18Q: 3 clusters Score -416962.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -417024.968750 Penalty: 4256.601074
	Iteration 19Q: 3 clusters Score -417025 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -417107.718750 Penalty: 4256.601074
	Iteration 20F: 3 clusters Score -417107.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -417175.812500 Penalty: 4256.601074
	Iteration 21Q: 3 clusters Score -417175.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -417241.437500 Penalty: 4256.601074
	Iteration 22Q: 3 clusters Score -417241.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -417331.312500 Penalty: 4256.601074
	Iteration 23Q: 3 clusters Score -417331.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -417409.937500 Penalty: 4256.601074
	Iteration 24Q: 3 clusters Score -417409.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -417471.218750 Penalty: 4256.601074
	Iteration 25Q: 3 clusters Score -417471.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -417520.812500 Penalty: 4256.601074
	Iteration 26Q: 3 clusters Score -417520.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -417562.437500 Penalty: 4256.601074
	Iteration 27Q: 3 clusters Score -417562.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -417597.937500 Penalty: 4256.601074
	Iteration 28Q: 3 clusters Score -417597.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -417628.937500 Penalty: 4256.601074
	Iteration 29Q: 3 clusters Score -417628.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -417658.093750 Penalty: 4256.601074
	Iteration 30Q: 3 clusters Score -417658.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -417679.843750 Penalty: 4256.601074
	Iteration 31Q: 3 clusters Score -417679.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -417696.562500 Penalty: 4256.601074
	Iteration 32Q: 3 clusters Score -417696.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -417707.531250 Penalty: 4256.601074
	Iteration 33Q: 3 clusters Score -417707.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -417716.531250 Penalty: 4256.601074
	Iteration 34Q: 3 clusters Score -417716.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -417725.093750 Penalty: 4256.601074
	Iteration 35Q: 3 clusters Score -417725.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -417735.750000 Penalty: 4256.601074
	Iteration 36Q: 3 clusters Score -417735.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -417743.750000 Penalty: 4256.601074
	Iteration 37Q: 3 clusters Score -417743.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -417753.093750 Penalty: 4256.601074
	Iteration 38Q: 3 clusters Score -417753.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -417760.531250 Penalty: 4256.601074
	Iteration 39Q: 3 clusters Score -417760.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -417766.000000 Penalty: 4256.601074
	Iteration 40F: 3 clusters Score -417766 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -417769.812500 Penalty: 4256.601074
	Iteration 41Q: 3 clusters Score -417769.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -417778.343750 Penalty: 4256.601074
	Iteration 42Q: 3 clusters Score -417778.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -417786.968750 Penalty: 4256.601074
	Iteration 43Q: 3 clusters Score -417787 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -417796.406250 Penalty: 4256.601074
	Iteration 44Q: 3 clusters Score -417796.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -417805.656250 Penalty: 4256.601074
	Iteration 45Q: 3 clusters Score -417805.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -417813.843750 Penalty: 4256.601074
	Iteration 46Q: 3 clusters Score -417813.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -417819.531250 Penalty: 4256.601074
	Iteration 47Q: 3 clusters Score -417819.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -417826.312500 Penalty: 4256.601074
	Iteration 48Q: 3 clusters Score -417826.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -417834.250000 Penalty: 4256.601074
	Iteration 49Q: 3 clusters Score -417834.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -417844.843750 Penalty: 4256.601074
	Iteration 50Q: 3 clusters Score -417844.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -417851.187500 Penalty: 4256.601074
	Iteration 51Q: 3 clusters Score -417851.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -417857.500000 Penalty: 4256.601074
	Iteration 52Q: 3 clusters Score -417857.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -417865.312500 Penalty: 4256.601074
	Iteration 53Q: 3 clusters Score -417865.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -417874.562500 Penalty: 4256.601074
	Iteration 54Q: 3 clusters Score -417874.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -417877.375000 Penalty: 4256.601074
	Iteration 55Q: 3 clusters Score -417877.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -417879.500000 Penalty: 4256.601074
	Iteration 56Q: 3 clusters Score -417879.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -417880.343750 Penalty: 4256.601074
	Iteration 57Q: 3 clusters Score -417880.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -417880.000000 Penalty: 4256.601074
	Iteration 58Q: 3 clusters Score -417880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -417880.000000 Penalty: 4256.601074
	Iteration 59F: 3 clusters Score -417880 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (29463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29463 members 
Entering Unmasked Estep 
Score: -2267294.750000 Penalty: 2552.140869
	Iteration 0F: 2 clusters Score -2267295 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -2247242.750000 Penalty: 5104.281738
	Iteration 0F: 3 clusters Score -2247243 nChanged 13222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -2254793.750000 Penalty: 5104.281738
	Iteration 1F: 3 clusters Score -2254794 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 16938 members 
Entering Unmasked Estep 
Score: -2255929.000000 Penalty: 5104.281738
	Iteration 2F: 3 clusters Score -2255929 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 18198 members 
Entering Unmasked Estep 
Score: -2257347.000000 Penalty: 5104.281738
	Iteration 3F: 3 clusters Score -2257347 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 19816 members 
Entering Unmasked Estep 
Score: -2259073.000000 Penalty: 5104.281738
	Iteration 4F: 3 clusters Score -2259073 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 21547 members 
Entering Unmasked Estep 
Score: -2260725.750000 Penalty: 5104.281738
	Iteration 5F: 3 clusters Score -2260726 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 23196 members 
Entering Unmasked Estep 
Score: -2262240.750000 Penalty: 5104.281738
	Iteration 6F: 3 clusters Score -2262241 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 24681 members 
Entering Unmasked Estep 
Score: -2263595.750000 Penalty: 5104.281738
	Iteration 7F: 3 clusters Score -2263596 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 25795 members 
Entering Unmasked Estep 
Score: -2264628.750000 Penalty: 5104.281738
	Iteration 8Q: 3 clusters Score -2264629 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 26534 members 
Entering Unmasked Estep 
Score: -2265287.250000 Penalty: 5104.281738
	Iteration 9Q: 3 clusters Score -2265287 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 27016 members 
Entering Unmasked Estep 
Score: -2265730.250000 Penalty: 5104.281738
	Iteration 10Q: 3 clusters Score -2265730 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 27339 members 
Entering Unmasked Estep 
Score: -2266017.250000 Penalty: 5104.281738
	Iteration 11Q: 3 clusters Score -2266017 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 27550 members 
Entering Unmasked Estep 
Score: -2266195.250000 Penalty: 5104.281738
	Iteration 12Q: 3 clusters Score -2266195 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 27683 members 
Entering Unmasked Estep 
Score: -2266277.750000 Penalty: 5104.281738
	Iteration 13Q: 3 clusters Score -2266278 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 27796 members 
Entering Unmasked Estep 
Score: -2266362.750000 Penalty: 5104.281738
	Iteration 14Q: 3 clusters Score -2266363 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 27890 members 
Entering Unmasked Estep 
Score: -2266423.000000 Penalty: 5104.281738
	Iteration 15Q: 3 clusters Score -2266423 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 27957 members 
Entering Unmasked Estep 
Score: -2266469.250000 Penalty: 5104.281738
	Iteration 16Q: 3 clusters Score -2266469 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 28012 members 
Entering Unmasked Estep 
Score: -2266499.750000 Penalty: 5104.281738
	Iteration 17Q: 3 clusters Score -2266500 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 28042 members 
Entering Unmasked Estep 
Score: -2266513.500000 Penalty: 5104.281738
	Iteration 18Q: 3 clusters Score -2266514 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 28063 members 
Entering Unmasked Estep 
Score: -2266522.750000 Penalty: 5104.281738
	Iteration 19Q: 3 clusters Score -2266523 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 28074 members 
Entering Unmasked Estep 
Score: -2266525.750000 Penalty: 5104.281738
	Iteration 20F: 3 clusters Score -2266526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 28079 members 
Entering Unmasked Estep 
Score: -2266528.250000 Penalty: 5104.281738
	Iteration 21Q: 3 clusters Score -2266528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 28082 members 
Entering Unmasked Estep 
Score: -2266524.750000 Penalty: 5104.281738
	Iteration 22Q: 3 clusters Score -2266525 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 28088 members 
Entering Unmasked Estep 
Score: -2266528.000000 Penalty: 5104.281738
	Iteration 23Q: 3 clusters Score -2266528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 28089 members 
Entering Unmasked Estep 
Score: -2266525.500000 Penalty: 5104.281738
	Iteration 24Q: 3 clusters Score -2266526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 28091 members 
Entering Unmasked Estep 
Score: -2266526.750000 Penalty: 5104.281738
	Iteration 25Q: 3 clusters Score -2266527 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 28096 members 
Entering Unmasked Estep 
Score: -2266531.500000 Penalty: 5104.281738
	Iteration 26Q: 3 clusters Score -2266532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 28101 members 
Entering Unmasked Estep 
Score: -2266532.250000 Penalty: 5104.281738
	Iteration 27Q: 3 clusters Score -2266532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 28105 members 
Entering Unmasked Estep 
Score: -2266536.500000 Penalty: 5104.281738
	Iteration 28Q: 3 clusters Score -2266536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 28109 members 
Entering Unmasked Estep 
Score: -2266536.000000 Penalty: 5104.281738
	Iteration 29Q: 3 clusters Score -2266536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 28112 members 
Entering Unmasked Estep 
Score: -2266535.000000 Penalty: 5104.281738
	Iteration 30Q: 3 clusters Score -2266535 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 28112 members 
Entering Unmasked Estep 
Score: -2266535.000000 Penalty: 5104.281738
	Iteration 31F: 3 clusters Score -2266535 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (24933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24933 members 
Entering Unmasked Estep 
Score: -1963590.000000 Penalty: 2510.738770
	Iteration 0F: 2 clusters Score -1963590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -1946218.375000 Penalty: 5021.477539
	Iteration 0F: 3 clusters Score -1946218 nChanged 11268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -1952298.000000 Penalty: 5021.477539
	Iteration 1F: 3 clusters Score -1952298 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -1952868.625000 Penalty: 5021.477539
	Iteration 2F: 3 clusters Score -1952869 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -1953436.125000 Penalty: 5021.477539
	Iteration 3Q: 3 clusters Score -1953436 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -1954110.125000 Penalty: 5021.477539
	Iteration 4Q: 3 clusters Score -1954110 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -1954815.875000 Penalty: 5021.477539
	Iteration 5F: 3 clusters Score -1954816 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -1955420.250000 Penalty: 5021.477539
	Iteration 6Q: 3 clusters Score -1955420 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -1956019.125000 Penalty: 5021.477539
	Iteration 7Q: 3 clusters Score -1956019 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -1956619.250000 Penalty: 5021.477539
	Iteration 8Q: 3 clusters Score -1956619 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -1957215.375000 Penalty: 5021.477539
	Iteration 9Q: 3 clusters Score -1957215 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -1957785.250000 Penalty: 5021.477539
	Iteration 10Q: 3 clusters Score -1957785 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16548 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -1958317.750000 Penalty: 5021.477539
	Iteration 11Q: 3 clusters Score -1958318 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -1958771.750000 Penalty: 5021.477539
	Iteration 12Q: 3 clusters Score -1958772 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17382 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -1959142.625000 Penalty: 5021.477539
	Iteration 13Q: 3 clusters Score -1959143 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17714 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1959468.125000 Penalty: 5021.477539
	Iteration 14Q: 3 clusters Score -1959468 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18017 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1959746.750000 Penalty: 5021.477539
	Iteration 15Q: 3 clusters Score -1959747 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18282 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -1959959.750000 Penalty: 5021.477539
	Iteration 16Q: 3 clusters Score -1959960 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18527 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1960104.500000 Penalty: 5021.477539
	Iteration 17Q: 3 clusters Score -1960104 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18774 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -1960237.625000 Penalty: 5021.477539
	Iteration 18Q: 3 clusters Score -1960238 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19000 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1960355.625000 Penalty: 5021.477539
	Iteration 19Q: 3 clusters Score -1960356 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19216 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1960436.500000 Penalty: 5021.477539
	Iteration 20F: 3 clusters Score -1960436 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1960519.375000 Penalty: 5021.477539
	Iteration 21Q: 3 clusters Score -1960519 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19622 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1960587.250000 Penalty: 5021.477539
	Iteration 22Q: 3 clusters Score -1960587 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19785 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1960630.500000 Penalty: 5021.477539
	Iteration 23Q: 3 clusters Score -1960630 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19949 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1960670.625000 Penalty: 5021.477539
	Iteration 24Q: 3 clusters Score -1960671 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20095 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1960711.125000 Penalty: 5021.477539
	Iteration 25Q: 3 clusters Score -1960711 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20230 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1960743.500000 Penalty: 5021.477539
	Iteration 26Q: 3 clusters Score -1960744 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20367 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1960777.000000 Penalty: 5021.477539
	Iteration 27Q: 3 clusters Score -1960777 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20499 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1960818.250000 Penalty: 5021.477539
	Iteration 28Q: 3 clusters Score -1960818 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20636 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1960854.875000 Penalty: 5021.477539
	Iteration 29Q: 3 clusters Score -1960855 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20749 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1960875.625000 Penalty: 5021.477539
	Iteration 30Q: 3 clusters Score -1960876 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20863 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1960913.625000 Penalty: 5021.477539
	Iteration 31Q: 3 clusters Score -1960914 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20965 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1960940.125000 Penalty: 5021.477539
	Iteration 32Q: 3 clusters Score -1960940 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21056 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1960957.125000 Penalty: 5021.477539
	Iteration 33Q: 3 clusters Score -1960957 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21140 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1960975.625000 Penalty: 5021.477539
	Iteration 34Q: 3 clusters Score -1960976 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21218 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1960993.375000 Penalty: 5021.477539
	Iteration 35Q: 3 clusters Score -1960993 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21291 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1961006.375000 Penalty: 5021.477539
	Iteration 36Q: 3 clusters Score -1961006 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21372 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1961034.875000 Penalty: 5021.477539
	Iteration 37Q: 3 clusters Score -1961035 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21452 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1961040.250000 Penalty: 5021.477539
	Iteration 38Q: 3 clusters Score -1961040 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21521 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1961060.000000 Penalty: 5021.477539
	Iteration 39Q: 3 clusters Score -1961060 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21574 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1961069.625000 Penalty: 5021.477539
	Iteration 40F: 3 clusters Score -1961070 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21611 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -1961076.750000 Penalty: 5021.477539
	Iteration 41Q: 3 clusters Score -1961077 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21652 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1961081.000000 Penalty: 5021.477539
	Iteration 42Q: 3 clusters Score -1961081 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21682 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1961084.625000 Penalty: 5021.477539
	Iteration 43Q: 3 clusters Score -1961085 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -1961095.125000 Penalty: 5021.477539
	Iteration 44Q: 3 clusters Score -1961095 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21756 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1961094.625000 Penalty: 5021.477539
	Iteration 45Q: 3 clusters Score -1961095 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21796 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1961104.875000 Penalty: 5021.477539
	Iteration 46Q: 3 clusters Score -1961105 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21843 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1961115.000000 Penalty: 5021.477539
	Iteration 47Q: 3 clusters Score -1961115 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21898 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -1961125.250000 Penalty: 5021.477539
	Iteration 48Q: 3 clusters Score -1961125 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21949 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1961137.000000 Penalty: 5021.477539
	Iteration 49Q: 3 clusters Score -1961137 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21992 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1961141.375000 Penalty: 5021.477539
	Iteration 50Q: 3 clusters Score -1961141 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22040 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1961150.625000 Penalty: 5021.477539
	Iteration 51Q: 3 clusters Score -1961151 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22088 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1961161.125000 Penalty: 5021.477539
	Iteration 52Q: 3 clusters Score -1961161 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22132 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1961171.500000 Penalty: 5021.477539
	Iteration 53Q: 3 clusters Score -1961172 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22177 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1961179.625000 Penalty: 5021.477539
	Iteration 54Q: 3 clusters Score -1961180 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22221 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1961192.125000 Penalty: 5021.477539
	Iteration 55Q: 3 clusters Score -1961192 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22266 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1961197.625000 Penalty: 5021.477539
	Iteration 56Q: 3 clusters Score -1961198 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22305 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1961211.500000 Penalty: 5021.477539
	Iteration 57Q: 3 clusters Score -1961212 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22336 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1961214.125000 Penalty: 5021.477539
	Iteration 58Q: 3 clusters Score -1961214 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22376 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1961226.875000 Penalty: 5021.477539
	Iteration 59Q: 3 clusters Score -1961227 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22418 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1961231.875000 Penalty: 5021.477539
	Iteration 60F: 3 clusters Score -1961232 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22452 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1961238.875000 Penalty: 5021.477539
	Iteration 61Q: 3 clusters Score -1961239 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22480 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1961242.625000 Penalty: 5021.477539
	Iteration 62Q: 3 clusters Score -1961243 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22512 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1961254.875000 Penalty: 5021.477539
	Iteration 63Q: 3 clusters Score -1961255 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22548 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1961267.125000 Penalty: 5021.477539
	Iteration 64Q: 3 clusters Score -1961267 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22582 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1961267.625000 Penalty: 5021.477539
	Iteration 65Q: 3 clusters Score -1961268 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22618 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1961284.250000 Penalty: 5021.477539
	Iteration 66Q: 3 clusters Score -1961284 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22636 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1961287.125000 Penalty: 5021.477539
	Iteration 67Q: 3 clusters Score -1961287 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22655 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1961295.125000 Penalty: 5021.477539
	Iteration 68Q: 3 clusters Score -1961295 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22671 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1961301.750000 Penalty: 5021.477539
	Iteration 69Q: 3 clusters Score -1961302 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22690 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1961300.875000 Penalty: 5021.477539
	Iteration 70Q: 3 clusters Score -1961301 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22705 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1961305.750000 Penalty: 5021.477539
	Iteration 71Q: 3 clusters Score -1961306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22714 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1961306.500000 Penalty: 5021.477539
	Iteration 72Q: 3 clusters Score -1961306 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22737 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1961309.625000 Penalty: 5021.477539
	Iteration 73Q: 3 clusters Score -1961310 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22757 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1961309.625000 Penalty: 5021.477539
	Iteration 74Q: 3 clusters Score -1961310 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22773 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1961313.875000 Penalty: 5021.477539
	Iteration 75Q: 3 clusters Score -1961314 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22790 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1961316.500000 Penalty: 5021.477539
	Iteration 76Q: 3 clusters Score -1961316 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22804 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1961328.375000 Penalty: 5021.477539
	Iteration 77Q: 3 clusters Score -1961328 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22822 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1961327.500000 Penalty: 5021.477539
	Iteration 78Q: 3 clusters Score -1961328 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22841 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1961332.875000 Penalty: 5021.477539
	Iteration 79Q: 3 clusters Score -1961333 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22861 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1961339.125000 Penalty: 5021.477539
	Iteration 80F: 3 clusters Score -1961339 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22877 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1961336.750000 Penalty: 5021.477539
	Iteration 81Q: 3 clusters Score -1961337 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22885 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1961340.375000 Penalty: 5021.477539
	Iteration 82Q: 3 clusters Score -1961340 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22897 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1961339.250000 Penalty: 5021.477539
	Iteration 83Q: 3 clusters Score -1961339 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22911 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1961342.875000 Penalty: 5021.477539
	Iteration 84Q: 3 clusters Score -1961343 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22921 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1961341.625000 Penalty: 5021.477539
	Iteration 85Q: 3 clusters Score -1961342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22930 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1961340.875000 Penalty: 5021.477539
	Iteration 86Q: 3 clusters Score -1961341 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22940 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1961337.250000 Penalty: 5021.477539
	Iteration 87Q: 3 clusters Score -1961337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22945 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1961340.500000 Penalty: 5021.477539
	Iteration 88Q: 3 clusters Score -1961340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22950 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1961343.750000 Penalty: 5021.477539
	Iteration 89Q: 3 clusters Score -1961344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22955 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1961345.625000 Penalty: 5021.477539
	Iteration 90Q: 3 clusters Score -1961346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22961 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1961348.625000 Penalty: 5021.477539
	Iteration 91Q: 3 clusters Score -1961349 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22969 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1961350.250000 Penalty: 5021.477539
	Iteration 92Q: 3 clusters Score -1961350 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22978 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -1961346.375000 Penalty: 5021.477539
	Iteration 93Q: 3 clusters Score -1961346 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22989 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1961350.250000 Penalty: 5021.477539
	Iteration 94Q: 3 clusters Score -1961350 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22998 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1961354.125000 Penalty: 5021.477539
	Iteration 95Q: 3 clusters Score -1961354 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23007 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1961356.875000 Penalty: 5021.477539
	Iteration 96Q: 3 clusters Score -1961357 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23018 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1961356.250000 Penalty: 5021.477539
	Iteration 97Q: 3 clusters Score -1961356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23021 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1961354.625000 Penalty: 5021.477539
	Iteration 98Q: 3 clusters Score -1961355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23026 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1961353.750000 Penalty: 5021.477539
	Iteration 99Q: 3 clusters Score -1961354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23031 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1961356.000000 Penalty: 5021.477539
	Iteration 100F: 3 clusters Score -1961356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23037 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1961354.500000 Penalty: 5021.477539
	Iteration 101Q: 3 clusters Score -1961354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23042 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1961355.625000 Penalty: 5021.477539
	Iteration 102Q: 3 clusters Score -1961356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23048 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1961354.375000 Penalty: 5021.477539
	Iteration 103Q: 3 clusters Score -1961354 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23059 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1961355.625000 Penalty: 5021.477539
	Iteration 104Q: 3 clusters Score -1961356 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23072 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1961365.125000 Penalty: 5021.477539
	Iteration 105Q: 3 clusters Score -1961365 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23082 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1961367.875000 Penalty: 5021.477539
	Iteration 106Q: 3 clusters Score -1961368 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23095 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1961376.750000 Penalty: 5021.477539
	Iteration 107Q: 3 clusters Score -1961377 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23108 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1961374.750000 Penalty: 5021.477539
	Iteration 108Q: 3 clusters Score -1961375 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23120 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1961380.750000 Penalty: 5021.477539
	Iteration 109Q: 3 clusters Score -1961381 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23127 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1961382.500000 Penalty: 5021.477539
	Iteration 110Q: 3 clusters Score -1961382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23133 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1961386.000000 Penalty: 5021.477539
	Iteration 111Q: 3 clusters Score -1961386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23139 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1961387.000000 Penalty: 5021.477539
	Iteration 112Q: 3 clusters Score -1961387 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23149 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1961390.125000 Penalty: 5021.477539
	Iteration 113Q: 3 clusters Score -1961390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23156 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1961386.625000 Penalty: 5021.477539
	Iteration 114Q: 3 clusters Score -1961387 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23166 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1961391.750000 Penalty: 5021.477539
	Iteration 115Q: 3 clusters Score -1961392 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23177 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1961396.875000 Penalty: 5021.477539
	Iteration 116Q: 3 clusters Score -1961397 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23188 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1961395.625000 Penalty: 5021.477539
	Iteration 117Q: 3 clusters Score -1961396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23193 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1961399.375000 Penalty: 5021.477539
	Iteration 118Q: 3 clusters Score -1961399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23195 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1961400.250000 Penalty: 5021.477539
	Iteration 119Q: 3 clusters Score -1961400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23199 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1961401.125000 Penalty: 5021.477539
	Iteration 120F: 3 clusters Score -1961401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23201 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1961402.125000 Penalty: 5021.477539
	Iteration 121Q: 3 clusters Score -1961402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23201 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1961402.125000 Penalty: 5021.477539
	Iteration 122F: 3 clusters Score -1961402 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (16157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16157 members 
Entering Unmasked Estep 
Score: -1331681.750000 Penalty: 2403.146973
	Iteration 0F: 2 clusters Score -1331682 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 8080 members 
Entering Unmasked Estep 
Score: -1319927.500000 Penalty: 4806.293945
	Iteration 0F: 3 clusters Score -1319928 nChanged 7083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -1323730.625000 Penalty: 4806.293945
	Iteration 1F: 3 clusters Score -1323731 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -1324067.000000 Penalty: 4806.293945
	Iteration 2F: 3 clusters Score -1324067 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1324297.500000 Penalty: 4806.293945
	Iteration 3Q: 3 clusters Score -1324298 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -1324463.000000 Penalty: 4806.293945
	Iteration 4Q: 3 clusters Score -1324463 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1324599.125000 Penalty: 4806.293945
	Iteration 5Q: 3 clusters Score -1324599 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1324726.500000 Penalty: 4806.293945
	Iteration 6Q: 3 clusters Score -1324726 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1324852.500000 Penalty: 4806.293945
	Iteration 7Q: 3 clusters Score -1324852 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -1324982.625000 Penalty: 4806.293945
	Iteration 8Q: 3 clusters Score -1324983 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -1325120.625000 Penalty: 4806.293945
	Iteration 9Q: 3 clusters Score -1325121 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -1325265.250000 Penalty: 4806.293945
	Iteration 10Q: 3 clusters Score -1325265 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1325450.000000 Penalty: 4806.293945
	Iteration 11Q: 3 clusters Score -1325450 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -1325665.750000 Penalty: 4806.293945
	Iteration 12Q: 3 clusters Score -1325666 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1325954.500000 Penalty: 4806.293945
	Iteration 13Q: 3 clusters Score -1325954 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -1326354.625000 Penalty: 4806.293945
	Iteration 14Q: 3 clusters Score -1326355 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1326746.500000 Penalty: 4806.293945
	Iteration 15Q: 3 clusters Score -1326746 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -1327146.875000 Penalty: 4806.293945
	Iteration 16Q: 3 clusters Score -1327147 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1327510.750000 Penalty: 4806.293945
	Iteration 17Q: 3 clusters Score -1327511 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1327807.375000 Penalty: 4806.293945
	Iteration 18Q: 3 clusters Score -1327807 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1328064.375000 Penalty: 4806.293945
	Iteration 19Q: 3 clusters Score -1328064 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1328274.500000 Penalty: 4806.293945
	Iteration 20F: 3 clusters Score -1328274 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1328444.750000 Penalty: 4806.293945
	Iteration 21Q: 3 clusters Score -1328445 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1328576.625000 Penalty: 4806.293945
	Iteration 22Q: 3 clusters Score -1328577 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1328686.500000 Penalty: 4806.293945
	Iteration 23Q: 3 clusters Score -1328686 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1328779.750000 Penalty: 4806.293945
	Iteration 24Q: 3 clusters Score -1328780 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1328849.750000 Penalty: 4806.293945
	Iteration 25Q: 3 clusters Score -1328850 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1328907.750000 Penalty: 4806.293945
	Iteration 26Q: 3 clusters Score -1328908 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1328961.625000 Penalty: 4806.293945
	Iteration 27Q: 3 clusters Score -1328962 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1329014.125000 Penalty: 4806.293945
	Iteration 28Q: 3 clusters Score -1329014 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1329059.875000 Penalty: 4806.293945
	Iteration 29Q: 3 clusters Score -1329060 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1329113.125000 Penalty: 4806.293945
	Iteration 30Q: 3 clusters Score -1329113 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1329164.500000 Penalty: 4806.293945
	Iteration 31Q: 3 clusters Score -1329164 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1329212.000000 Penalty: 4806.293945
	Iteration 32Q: 3 clusters Score -1329212 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1329251.500000 Penalty: 4806.293945
	Iteration 33Q: 3 clusters Score -1329252 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1329303.875000 Penalty: 4806.293945
	Iteration 34Q: 3 clusters Score -1329304 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1329354.500000 Penalty: 4806.293945
	Iteration 35Q: 3 clusters Score -1329354 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1329410.750000 Penalty: 4806.293945
	Iteration 36Q: 3 clusters Score -1329411 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1329462.625000 Penalty: 4806.293945
	Iteration 37Q: 3 clusters Score -1329463 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1329514.875000 Penalty: 4806.293945
	Iteration 38Q: 3 clusters Score -1329515 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1329555.250000 Penalty: 4806.293945
	Iteration 39Q: 3 clusters Score -1329555 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -1329605.875000 Penalty: 4806.293945
	Iteration 40F: 3 clusters Score -1329606 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1329659.250000 Penalty: 4806.293945
	Iteration 41Q: 3 clusters Score -1329659 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -1329704.125000 Penalty: 4806.293945
	Iteration 42Q: 3 clusters Score -1329704 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1329735.625000 Penalty: 4806.293945
	Iteration 43Q: 3 clusters Score -1329736 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1329762.750000 Penalty: 4806.293945
	Iteration 44Q: 3 clusters Score -1329763 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1329781.625000 Penalty: 4806.293945
	Iteration 45Q: 3 clusters Score -1329782 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1329799.625000 Penalty: 4806.293945
	Iteration 46Q: 3 clusters Score -1329800 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1329817.375000 Penalty: 4806.293945
	Iteration 47Q: 3 clusters Score -1329817 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1329843.875000 Penalty: 4806.293945
	Iteration 48Q: 3 clusters Score -1329844 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1329854.250000 Penalty: 4806.293945
	Iteration 49Q: 3 clusters Score -1329854 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1329863.875000 Penalty: 4806.293945
	Iteration 50Q: 3 clusters Score -1329864 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1329881.000000 Penalty: 4806.293945
	Iteration 51Q: 3 clusters Score -1329881 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1329898.125000 Penalty: 4806.293945
	Iteration 52Q: 3 clusters Score -1329898 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1329910.250000 Penalty: 4806.293945
	Iteration 53Q: 3 clusters Score -1329910 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1329921.750000 Penalty: 4806.293945
	Iteration 54Q: 3 clusters Score -1329922 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1329930.750000 Penalty: 4806.293945
	Iteration 55Q: 3 clusters Score -1329931 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1329933.375000 Penalty: 4806.293945
	Iteration 56Q: 3 clusters Score -1329933 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1329949.375000 Penalty: 4806.293945
	Iteration 57Q: 3 clusters Score -1329949 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1329966.500000 Penalty: 4806.293945
	Iteration 58Q: 3 clusters Score -1329966 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1329980.375000 Penalty: 4806.293945
	Iteration 59Q: 3 clusters Score -1329980 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1329995.375000 Penalty: 4806.293945
	Iteration 60F: 3 clusters Score -1329995 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1330007.125000 Penalty: 4806.293945
	Iteration 61Q: 3 clusters Score -1330007 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1330015.875000 Penalty: 4806.293945
	Iteration 62Q: 3 clusters Score -1330016 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1330032.375000 Penalty: 4806.293945
	Iteration 63Q: 3 clusters Score -1330032 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1330046.875000 Penalty: 4806.293945
	Iteration 64Q: 3 clusters Score -1330047 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1330062.000000 Penalty: 4806.293945
	Iteration 65Q: 3 clusters Score -1330062 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1330075.875000 Penalty: 4806.293945
	Iteration 66Q: 3 clusters Score -1330076 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1330089.750000 Penalty: 4806.293945
	Iteration 67Q: 3 clusters Score -1330090 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1330108.500000 Penalty: 4806.293945
	Iteration 68Q: 3 clusters Score -1330108 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1330123.125000 Penalty: 4806.293945
	Iteration 69Q: 3 clusters Score -1330123 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1330132.500000 Penalty: 4806.293945
	Iteration 70Q: 3 clusters Score -1330132 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1330144.125000 Penalty: 4806.293945
	Iteration 71Q: 3 clusters Score -1330144 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1330155.125000 Penalty: 4806.293945
	Iteration 72Q: 3 clusters Score -1330155 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1330159.750000 Penalty: 4806.293945
	Iteration 73Q: 3 clusters Score -1330160 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1330167.625000 Penalty: 4806.293945
	Iteration 74Q: 3 clusters Score -1330168 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1330172.625000 Penalty: 4806.293945
	Iteration 75Q: 3 clusters Score -1330173 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1330181.875000 Penalty: 4806.293945
	Iteration 76Q: 3 clusters Score -1330182 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1330187.125000 Penalty: 4806.293945
	Iteration 77Q: 3 clusters Score -1330187 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1330191.750000 Penalty: 4806.293945
	Iteration 78Q: 3 clusters Score -1330192 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1330197.875000 Penalty: 4806.293945
	Iteration 79Q: 3 clusters Score -1330198 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1330203.875000 Penalty: 4806.293945
	Iteration 80F: 3 clusters Score -1330204 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1330207.375000 Penalty: 4806.293945
	Iteration 81Q: 3 clusters Score -1330207 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1330213.250000 Penalty: 4806.293945
	Iteration 82Q: 3 clusters Score -1330213 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14904 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1330213.000000 Penalty: 4806.293945
	Iteration 83Q: 3 clusters Score -1330213 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1330223.125000 Penalty: 4806.293945
	Iteration 84Q: 3 clusters Score -1330223 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1330226.500000 Penalty: 4806.293945
	Iteration 85Q: 3 clusters Score -1330226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1330227.750000 Penalty: 4806.293945
	Iteration 86Q: 3 clusters Score -1330228 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1330230.000000 Penalty: 4806.293945
	Iteration 87Q: 3 clusters Score -1330230 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1330236.625000 Penalty: 4806.293945
	Iteration 88Q: 3 clusters Score -1330237 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1330240.625000 Penalty: 4806.293945
	Iteration 89Q: 3 clusters Score -1330241 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1330243.750000 Penalty: 4806.293945
	Iteration 90Q: 3 clusters Score -1330244 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1330246.875000 Penalty: 4806.293945
	Iteration 91Q: 3 clusters Score -1330247 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1330249.125000 Penalty: 4806.293945
	Iteration 92Q: 3 clusters Score -1330249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15007 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1330248.750000 Penalty: 4806.293945
	Iteration 93Q: 3 clusters Score -1330249 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1330246.500000 Penalty: 4806.293945
	Iteration 94Q: 3 clusters Score -1330246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1330248.750000 Penalty: 4806.293945
	Iteration 95Q: 3 clusters Score -1330249 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15025 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1330251.500000 Penalty: 4806.293945
	Iteration 96Q: 3 clusters Score -1330252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15027 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1330254.875000 Penalty: 4806.293945
	Iteration 97Q: 3 clusters Score -1330255 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1330253.250000 Penalty: 4806.293945
	Iteration 98Q: 3 clusters Score -1330253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1330254.875000 Penalty: 4806.293945
	Iteration 99Q: 3 clusters Score -1330255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1330257.750000 Penalty: 4806.293945
	Iteration 100F: 3 clusters Score -1330258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15037 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1330258.125000 Penalty: 4806.293945
	Iteration 101Q: 3 clusters Score -1330258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1330259.750000 Penalty: 4806.293945
	Iteration 102Q: 3 clusters Score -1330260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1330262.375000 Penalty: 4806.293945
	Iteration 103Q: 3 clusters Score -1330262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1330260.375000 Penalty: 4806.293945
	Iteration 104Q: 3 clusters Score -1330260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1330259.875000 Penalty: 4806.293945
	Iteration 105Q: 3 clusters Score -1330260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15047 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1330261.500000 Penalty: 4806.293945
	Iteration 106Q: 3 clusters Score -1330262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1330263.875000 Penalty: 4806.293945
	Iteration 107Q: 3 clusters Score -1330264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1330261.625000 Penalty: 4806.293945
	Iteration 108Q: 3 clusters Score -1330262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1330262.750000 Penalty: 4806.293945
	Iteration 109Q: 3 clusters Score -1330263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1330263.250000 Penalty: 4806.293945
	Iteration 110Q: 3 clusters Score -1330263 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1330263.250000 Penalty: 4806.293945
	Iteration 111F: 3 clusters Score -1330263 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (106919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106919 members 
Entering Unmasked Estep 
Score: -8536522.000000 Penalty: 2871.796875
	Iteration 0F: 2 clusters Score -8536522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53659 members 
Mstep: Class 2 contains 53260 members 
Entering Unmasked Estep 
Score: -8465044.000000 Penalty: 5743.593750
	Iteration 0F: 3 clusters Score -8465044 nChanged 50590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55729 members 
Mstep: Class 2 contains 51190 members 
Entering Unmasked Estep 
Score: -8494095.000000 Penalty: 5743.593750
	Iteration 1F: 3 clusters Score -8494095 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57002 members 
Mstep: Class 2 contains 49917 members 
Entering Unmasked Estep 
Score: -8495140.000000 Penalty: 5743.593750
	Iteration 2Q: 3 clusters Score -8495140 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58784 members 
Mstep: Class 2 contains 48135 members 
Entering Unmasked Estep 
Score: -8496402.000000 Penalty: 5743.593750
	Iteration 3Q: 3 clusters Score -8496402 nChanged 4203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61297 members 
Mstep: Class 2 contains 45622 members 
Entering Unmasked Estep 
Score: -8498126.000000 Penalty: 5743.593750
	Iteration 4Q: 3 clusters Score -8498126 nChanged 4777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64714 members 
Mstep: Class 2 contains 42205 members 
Entering Unmasked Estep 
Score: -8500532.000000 Penalty: 5743.593750
	Iteration 5Q: 3 clusters Score -8500532 nChanged 5540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69360 members 
Mstep: Class 2 contains 37559 members 
Entering Unmasked Estep 
Score: -8503863.000000 Penalty: 5743.593750
	Iteration 6F: 3 clusters Score -8503863 nChanged 6591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75337 members 
Mstep: Class 2 contains 31582 members 
Entering Unmasked Estep 
Score: -8508616.000000 Penalty: 5743.593750
	Iteration 7F: 3 clusters Score -8508616 nChanged 7345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82362 members 
Mstep: Class 2 contains 24557 members 
Entering Unmasked Estep 
Score: -8514726.000000 Penalty: 5743.593750
	Iteration 8F: 3 clusters Score -8514726 nChanged 7334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89514 members 
Mstep: Class 2 contains 17405 members 
Entering Unmasked Estep 
Score: -8521269.000000 Penalty: 5743.593750
	Iteration 9F: 3 clusters Score -8521269 nChanged 6107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95521 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -8526717.000000 Penalty: 5743.593750
	Iteration 10F: 3 clusters Score -8526717 nChanged 4105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99562 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -8530355.000000 Penalty: 5743.593750
	Iteration 11Q: 3 clusters Score -8530355 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101754 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -8532318.000000 Penalty: 5743.593750
	Iteration 12Q: 3 clusters Score -8532318 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102949 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -8533305.000000 Penalty: 5743.593750
	Iteration 13Q: 3 clusters Score -8533305 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103554 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -8533789.000000 Penalty: 5743.593750
	Iteration 14Q: 3 clusters Score -8533789 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103870 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -8534073.000000 Penalty: 5743.593750
	Iteration 15Q: 3 clusters Score -8534073 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104075 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -8534265.000000 Penalty: 5743.593750
	Iteration 16Q: 3 clusters Score -8534265 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104225 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -8534416.000000 Penalty: 5743.593750
	Iteration 17Q: 3 clusters Score -8534416 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104356 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -8534539.000000 Penalty: 5743.593750
	Iteration 18Q: 3 clusters Score -8534539 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104444 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -8534613.000000 Penalty: 5743.593750
	Iteration 19Q: 3 clusters Score -8534613 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104513 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -8534667.000000 Penalty: 5743.593750
	Iteration 20F: 3 clusters Score -8534667 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104537 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -8534696.000000 Penalty: 5743.593750
	Iteration 21Q: 3 clusters Score -8534696 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104572 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -8534732.000000 Penalty: 5743.593750
	Iteration 22Q: 3 clusters Score -8534732 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104592 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -8534751.000000 Penalty: 5743.593750
	Iteration 23Q: 3 clusters Score -8534751 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104603 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -8534784.000000 Penalty: 5743.593750
	Iteration 24Q: 3 clusters Score -8534784 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104606 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -8534800.000000 Penalty: 5743.593750
	Iteration 25Q: 3 clusters Score -8534800 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104611 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -8534795.000000 Penalty: 5743.593750
	Iteration 26Q: 3 clusters Score -8534795 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104606 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -8534797.000000 Penalty: 5743.593750
	Iteration 27Q: 3 clusters Score -8534797 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104604 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -8534790.000000 Penalty: 5743.593750
	Iteration 28Q: 3 clusters Score -8534790 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104601 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -8534803.000000 Penalty: 5743.593750
	Iteration 29Q: 3 clusters Score -8534803 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104598 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -8534799.000000 Penalty: 5743.593750
	Iteration 30Q: 3 clusters Score -8534799 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104604 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -8534807.000000 Penalty: 5743.593750
	Iteration 31Q: 3 clusters Score -8534807 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104612 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -8534816.000000 Penalty: 5743.593750
	Iteration 32Q: 3 clusters Score -8534816 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104614 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -8534814.000000 Penalty: 5743.593750
	Iteration 33Q: 3 clusters Score -8534814 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104617 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -8534818.000000 Penalty: 5743.593750
	Iteration 34Q: 3 clusters Score -8534818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104614 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -8534815.000000 Penalty: 5743.593750
	Iteration 35Q: 3 clusters Score -8534815 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104610 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -8534821.000000 Penalty: 5743.593750
	Iteration 36Q: 3 clusters Score -8534821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104610 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -8534825.000000 Penalty: 5743.593750
	Iteration 37Q: 3 clusters Score -8534825 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104610 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -8534825.000000 Penalty: 5743.593750
	Iteration 38F: 3 clusters Score -8534825 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (27189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27189 members 
Entering Unmasked Estep 
Score: -2231202.250000 Penalty: 2532.220703
	Iteration 0F: 2 clusters Score -2231202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -2212437.000000 Penalty: 5064.441406
	Iteration 0F: 3 clusters Score -2212437 nChanged 12211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -2218991.250000 Penalty: 5064.441406
	Iteration 1F: 3 clusters Score -2218991 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -2219455.000000 Penalty: 5064.441406
	Iteration 2Q: 3 clusters Score -2219455 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -2219875.250000 Penalty: 5064.441406
	Iteration 3Q: 3 clusters Score -2219875 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -2220237.750000 Penalty: 5064.441406
	Iteration 4Q: 3 clusters Score -2220238 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -2220602.000000 Penalty: 5064.441406
	Iteration 5Q: 3 clusters Score -2220602 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -2220985.000000 Penalty: 5064.441406
	Iteration 6Q: 3 clusters Score -2220985 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -2221463.500000 Penalty: 5064.441406
	Iteration 7Q: 3 clusters Score -2221464 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -2222001.250000 Penalty: 5064.441406
	Iteration 8Q: 3 clusters Score -2222001 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -2222600.500000 Penalty: 5064.441406
	Iteration 9Q: 3 clusters Score -2222600 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -2223281.250000 Penalty: 5064.441406
	Iteration 10Q: 3 clusters Score -2223281 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -2224072.000000 Penalty: 5064.441406
	Iteration 11Q: 3 clusters Score -2224072 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -2224816.500000 Penalty: 5064.441406
	Iteration 12Q: 3 clusters Score -2224816 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -2225387.750000 Penalty: 5064.441406
	Iteration 13Q: 3 clusters Score -2225388 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16080 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -2225728.000000 Penalty: 5064.441406
	Iteration 14Q: 3 clusters Score -2225728 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16378 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -2225946.250000 Penalty: 5064.441406
	Iteration 15Q: 3 clusters Score -2225946 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -2226100.250000 Penalty: 5064.441406
	Iteration 16Q: 3 clusters Score -2226100 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16939 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -2226228.500000 Penalty: 5064.441406
	Iteration 17Q: 3 clusters Score -2226228 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17222 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -2226349.000000 Penalty: 5064.441406
	Iteration 18Q: 3 clusters Score -2226349 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -2226476.500000 Penalty: 5064.441406
	Iteration 19Q: 3 clusters Score -2226476 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17844 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -2226628.500000 Penalty: 5064.441406
	Iteration 20F: 3 clusters Score -2226628 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18135 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -2226734.000000 Penalty: 5064.441406
	Iteration 21Q: 3 clusters Score -2226734 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18423 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -2226853.000000 Penalty: 5064.441406
	Iteration 22Q: 3 clusters Score -2226853 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18699 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -2226951.500000 Penalty: 5064.441406
	Iteration 23Q: 3 clusters Score -2226952 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18970 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -2227034.000000 Penalty: 5064.441406
	Iteration 24Q: 3 clusters Score -2227034 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19241 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -2227131.750000 Penalty: 5064.441406
	Iteration 25Q: 3 clusters Score -2227132 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19494 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -2227203.750000 Penalty: 5064.441406
	Iteration 26Q: 3 clusters Score -2227204 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19722 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -2227273.000000 Penalty: 5064.441406
	Iteration 27Q: 3 clusters Score -2227273 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19941 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -2227320.750000 Penalty: 5064.441406
	Iteration 28Q: 3 clusters Score -2227321 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20157 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -2227373.500000 Penalty: 5064.441406
	Iteration 29Q: 3 clusters Score -2227374 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20382 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -2227433.750000 Penalty: 5064.441406
	Iteration 30Q: 3 clusters Score -2227434 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20581 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -2227474.000000 Penalty: 5064.441406
	Iteration 31Q: 3 clusters Score -2227474 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20774 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -2227529.000000 Penalty: 5064.441406
	Iteration 32Q: 3 clusters Score -2227529 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20967 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -2227562.500000 Penalty: 5064.441406
	Iteration 33Q: 3 clusters Score -2227562 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21137 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -2227606.000000 Penalty: 5064.441406
	Iteration 34Q: 3 clusters Score -2227606 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -2227641.000000 Penalty: 5064.441406
	Iteration 35Q: 3 clusters Score -2227641 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21474 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -2227689.000000 Penalty: 5064.441406
	Iteration 36Q: 3 clusters Score -2227689 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21646 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -2227733.000000 Penalty: 5064.441406
	Iteration 37Q: 3 clusters Score -2227733 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21813 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -2227767.750000 Penalty: 5064.441406
	Iteration 38Q: 3 clusters Score -2227768 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21982 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -2227811.000000 Penalty: 5064.441406
	Iteration 39Q: 3 clusters Score -2227811 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22152 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -2227864.250000 Penalty: 5064.441406
	Iteration 40F: 3 clusters Score -2227864 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22350 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -2227918.250000 Penalty: 5064.441406
	Iteration 41Q: 3 clusters Score -2227918 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22522 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -2227969.750000 Penalty: 5064.441406
	Iteration 42Q: 3 clusters Score -2227970 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22684 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -2228006.750000 Penalty: 5064.441406
	Iteration 43Q: 3 clusters Score -2228007 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22833 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -2228044.250000 Penalty: 5064.441406
	Iteration 44Q: 3 clusters Score -2228044 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22975 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -2228088.250000 Penalty: 5064.441406
	Iteration 45Q: 3 clusters Score -2228088 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23105 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -2228116.750000 Penalty: 5064.441406
	Iteration 46Q: 3 clusters Score -2228117 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23215 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -2228147.000000 Penalty: 5064.441406
	Iteration 47Q: 3 clusters Score -2228147 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23347 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -2228183.250000 Penalty: 5064.441406
	Iteration 48Q: 3 clusters Score -2228183 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23513 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -2228224.250000 Penalty: 5064.441406
	Iteration 49Q: 3 clusters Score -2228224 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23677 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -2228273.250000 Penalty: 5064.441406
	Iteration 50Q: 3 clusters Score -2228273 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23847 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -2228333.500000 Penalty: 5064.441406
	Iteration 51Q: 3 clusters Score -2228334 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24005 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -2228373.750000 Penalty: 5064.441406
	Iteration 52Q: 3 clusters Score -2228374 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24155 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -2228432.500000 Penalty: 5064.441406
	Iteration 53Q: 3 clusters Score -2228432 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24308 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -2228471.750000 Penalty: 5064.441406
	Iteration 54Q: 3 clusters Score -2228472 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24442 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -2228527.000000 Penalty: 5064.441406
	Iteration 55Q: 3 clusters Score -2228527 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24546 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -2228558.500000 Penalty: 5064.441406
	Iteration 56Q: 3 clusters Score -2228558 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24637 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -2228595.750000 Penalty: 5064.441406
	Iteration 57Q: 3 clusters Score -2228596 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24721 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -2228625.000000 Penalty: 5064.441406
	Iteration 58Q: 3 clusters Score -2228625 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24801 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -2228640.750000 Penalty: 5064.441406
	Iteration 59Q: 3 clusters Score -2228641 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24880 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -2228666.250000 Penalty: 5064.441406
	Iteration 60F: 3 clusters Score -2228666 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24940 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -2228687.500000 Penalty: 5064.441406
	Iteration 61Q: 3 clusters Score -2228688 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25001 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -2228709.500000 Penalty: 5064.441406
	Iteration 62Q: 3 clusters Score -2228710 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25076 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -2228731.250000 Penalty: 5064.441406
	Iteration 63Q: 3 clusters Score -2228731 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25146 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -2228740.750000 Penalty: 5064.441406
	Iteration 64Q: 3 clusters Score -2228741 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25203 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -2228753.250000 Penalty: 5064.441406
	Iteration 65Q: 3 clusters Score -2228753 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25268 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -2228774.500000 Penalty: 5064.441406
	Iteration 66Q: 3 clusters Score -2228774 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25330 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -2228802.000000 Penalty: 5064.441406
	Iteration 67Q: 3 clusters Score -2228802 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25391 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -2228809.500000 Penalty: 5064.441406
	Iteration 68Q: 3 clusters Score -2228810 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25448 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -2228833.500000 Penalty: 5064.441406
	Iteration 69Q: 3 clusters Score -2228834 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25501 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -2228844.250000 Penalty: 5064.441406
	Iteration 70Q: 3 clusters Score -2228844 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25562 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -2228865.250000 Penalty: 5064.441406
	Iteration 71Q: 3 clusters Score -2228865 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25609 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -2228887.750000 Penalty: 5064.441406
	Iteration 72Q: 3 clusters Score -2228888 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25659 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -2228894.750000 Penalty: 5064.441406
	Iteration 73Q: 3 clusters Score -2228895 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25698 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -2228906.000000 Penalty: 5064.441406
	Iteration 74Q: 3 clusters Score -2228906 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25745 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -2228925.500000 Penalty: 5064.441406
	Iteration 75Q: 3 clusters Score -2228926 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25780 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -2228931.500000 Penalty: 5064.441406
	Iteration 76Q: 3 clusters Score -2228932 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25813 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -2228941.250000 Penalty: 5064.441406
	Iteration 77Q: 3 clusters Score -2228941 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25831 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -2228947.750000 Penalty: 5064.441406
	Iteration 78Q: 3 clusters Score -2228948 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25852 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -2228952.750000 Penalty: 5064.441406
	Iteration 79Q: 3 clusters Score -2228953 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25868 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -2228961.000000 Penalty: 5064.441406
	Iteration 80F: 3 clusters Score -2228961 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25882 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -2228963.000000 Penalty: 5064.441406
	Iteration 81Q: 3 clusters Score -2228963 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25900 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -2228965.250000 Penalty: 5064.441406
	Iteration 82Q: 3 clusters Score -2228965 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25914 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -2228971.500000 Penalty: 5064.441406
	Iteration 83Q: 3 clusters Score -2228972 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25924 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -2228973.000000 Penalty: 5064.441406
	Iteration 84Q: 3 clusters Score -2228973 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25935 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -2228980.000000 Penalty: 5064.441406
	Iteration 85Q: 3 clusters Score -2228980 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25946 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -2228978.500000 Penalty: 5064.441406
	Iteration 86Q: 3 clusters Score -2228978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25954 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -2228979.500000 Penalty: 5064.441406
	Iteration 87Q: 3 clusters Score -2228980 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25963 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -2228988.000000 Penalty: 5064.441406
	Iteration 88Q: 3 clusters Score -2228988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25973 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -2228997.000000 Penalty: 5064.441406
	Iteration 89Q: 3 clusters Score -2228997 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25984 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -2229001.500000 Penalty: 5064.441406
	Iteration 90Q: 3 clusters Score -2229002 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26003 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -2229011.250000 Penalty: 5064.441406
	Iteration 91Q: 3 clusters Score -2229011 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26020 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -2229019.750000 Penalty: 5064.441406
	Iteration 92Q: 3 clusters Score -2229020 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26037 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -2229023.500000 Penalty: 5064.441406
	Iteration 93Q: 3 clusters Score -2229024 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26050 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -2229031.500000 Penalty: 5064.441406
	Iteration 94Q: 3 clusters Score -2229032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26059 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -2229030.750000 Penalty: 5064.441406
	Iteration 95Q: 3 clusters Score -2229031 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26068 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -2229037.500000 Penalty: 5064.441406
	Iteration 96Q: 3 clusters Score -2229038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26074 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -2229038.750000 Penalty: 5064.441406
	Iteration 97Q: 3 clusters Score -2229039 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26084 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -2229044.500000 Penalty: 5064.441406
	Iteration 98Q: 3 clusters Score -2229044 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26096 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -2229045.000000 Penalty: 5064.441406
	Iteration 99Q: 3 clusters Score -2229045 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26107 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -2229050.250000 Penalty: 5064.441406
	Iteration 100F: 3 clusters Score -2229050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26111 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -2229054.000000 Penalty: 5064.441406
	Iteration 101Q: 3 clusters Score -2229054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26118 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -2229057.000000 Penalty: 5064.441406
	Iteration 102Q: 3 clusters Score -2229057 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26123 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -2229058.250000 Penalty: 5064.441406
	Iteration 103Q: 3 clusters Score -2229058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26129 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -2229060.750000 Penalty: 5064.441406
	Iteration 104Q: 3 clusters Score -2229061 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26135 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -2229062.500000 Penalty: 5064.441406
	Iteration 105Q: 3 clusters Score -2229062 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26142 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -2229068.250000 Penalty: 5064.441406
	Iteration 106Q: 3 clusters Score -2229068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26147 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -2229065.500000 Penalty: 5064.441406
	Iteration 107Q: 3 clusters Score -2229066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26149 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -2229065.000000 Penalty: 5064.441406
	Iteration 108Q: 3 clusters Score -2229065 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26149 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -2229065.000000 Penalty: 5064.441406
	Iteration 109F: 3 clusters Score -2229065 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -142328.687500 Penalty: 1919.792480
	Iteration 0F: 2 clusters Score -142328.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -139545.171875 Penalty: 3839.584961
	Iteration 0F: 3 clusters Score -139545.2 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -140224.296875 Penalty: 3839.584961
	Iteration 1F: 3 clusters Score -140224.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -140546.609375 Penalty: 3839.584961
	Iteration 2F: 3 clusters Score -140546.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -140864.328125 Penalty: 3839.584961
	Iteration 3F: 3 clusters Score -140864.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -141176.796875 Penalty: 3839.584961
	Iteration 4F: 3 clusters Score -141176.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -141389.218750 Penalty: 3839.584961
	Iteration 5F: 3 clusters Score -141389.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -141524.593750 Penalty: 3839.584961
	Iteration 6Q: 3 clusters Score -141524.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -141638.796875 Penalty: 3839.584961
	Iteration 7Q: 3 clusters Score -141638.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -141717.734375 Penalty: 3839.584961
	Iteration 8Q: 3 clusters Score -141717.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -141769.437500 Penalty: 3839.584961
	Iteration 9Q: 3 clusters Score -141769.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -141808.250000 Penalty: 3839.584961
	Iteration 10Q: 3 clusters Score -141808.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -141834.843750 Penalty: 3839.584961
	Iteration 11Q: 3 clusters Score -141834.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -141850.109375 Penalty: 3839.584961
	Iteration 12Q: 3 clusters Score -141850.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -141862.593750 Penalty: 3839.584961
	Iteration 13Q: 3 clusters Score -141862.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -141878.671875 Penalty: 3839.584961
	Iteration 14Q: 3 clusters Score -141878.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -141886.937500 Penalty: 3839.584961
	Iteration 15Q: 3 clusters Score -141886.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -141895.078125 Penalty: 3839.584961
	Iteration 16Q: 3 clusters Score -141895.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -141900.921875 Penalty: 3839.584961
	Iteration 17Q: 3 clusters Score -141900.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -141906.625000 Penalty: 3839.584961
	Iteration 18Q: 3 clusters Score -141906.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -141909.203125 Penalty: 3839.584961
	Iteration 19Q: 3 clusters Score -141909.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -141912.906250 Penalty: 3839.584961
	Iteration 20F: 3 clusters Score -141912.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -141914.890625 Penalty: 3839.584961
	Iteration 21Q: 3 clusters Score -141914.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -141916.093750 Penalty: 3839.584961
	Iteration 22Q: 3 clusters Score -141916.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -141916.968750 Penalty: 3839.584961
	Iteration 23Q: 3 clusters Score -141917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -141917.593750 Penalty: 3839.584961
	Iteration 24Q: 3 clusters Score -141917.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -141918.156250 Penalty: 3839.584961
	Iteration 25Q: 3 clusters Score -141918.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -141918.375000 Penalty: 3839.584961
	Iteration 26Q: 3 clusters Score -141918.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -141918.375000 Penalty: 3839.584961
	Iteration 27F: 3 clusters Score -141918.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Entering Unmasked Estep 
Score: -157050.718750 Penalty: 1922.685669
	Iteration 0F: 2 clusters Score -157050.7 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 1151 members 
Entering Unmasked Estep 
Score: -154210.265625 Penalty: 3845.371338
	Iteration 0F: 3 clusters Score -154210.3 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -154799.187500 Penalty: 3845.371338
	Iteration 1F: 3 clusters Score -154799.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -154953.031250 Penalty: 3845.371338
	Iteration 2F: 3 clusters Score -154953 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -155047.328125 Penalty: 3845.371338
	Iteration 3Q: 3 clusters Score -155047.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -155100.515625 Penalty: 3845.371338
	Iteration 4Q: 3 clusters Score -155100.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -155135.953125 Penalty: 3845.371338
	Iteration 5Q: 3 clusters Score -155136 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -155159.656250 Penalty: 3845.371338
	Iteration 6Q: 3 clusters Score -155159.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -155182.796875 Penalty: 3845.371338
	Iteration 7Q: 3 clusters Score -155182.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -155200.546875 Penalty: 3845.371338
	Iteration 8Q: 3 clusters Score -155200.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -155215.109375 Penalty: 3845.371338
	Iteration 9Q: 3 clusters Score -155215.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -155223.390625 Penalty: 3845.371338
	Iteration 10Q: 3 clusters Score -155223.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -155227.062500 Penalty: 3845.371338
	Iteration 11Q: 3 clusters Score -155227.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -155228.593750 Penalty: 3845.371338
	Iteration 12Q: 3 clusters Score -155228.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -155231.234375 Penalty: 3845.371338
	Iteration 13Q: 3 clusters Score -155231.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -155236.718750 Penalty: 3845.371338
	Iteration 14Q: 3 clusters Score -155236.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -155242.468750 Penalty: 3845.371338
	Iteration 15Q: 3 clusters Score -155242.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -155250.765625 Penalty: 3845.371338
	Iteration 16Q: 3 clusters Score -155250.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -155266.125000 Penalty: 3845.371338
	Iteration 17Q: 3 clusters Score -155266.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -155281.625000 Penalty: 3845.371338
	Iteration 18Q: 3 clusters Score -155281.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -155297.781250 Penalty: 3845.371338
	Iteration 19Q: 3 clusters Score -155297.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -155317.937500 Penalty: 3845.371338
	Iteration 20F: 3 clusters Score -155317.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -155332.687500 Penalty: 3845.371338
	Iteration 21Q: 3 clusters Score -155332.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -155343.906250 Penalty: 3845.371338
	Iteration 22Q: 3 clusters Score -155343.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -155357.359375 Penalty: 3845.371338
	Iteration 23Q: 3 clusters Score -155357.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -155369.843750 Penalty: 3845.371338
	Iteration 24Q: 3 clusters Score -155369.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -155377.125000 Penalty: 3845.371338
	Iteration 25Q: 3 clusters Score -155377.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -155391.703125 Penalty: 3845.371338
	Iteration 26Q: 3 clusters Score -155391.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -155414.890625 Penalty: 3845.371338
	Iteration 27Q: 3 clusters Score -155414.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -155436.875000 Penalty: 3845.371338
	Iteration 28Q: 3 clusters Score -155436.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -155454.375000 Penalty: 3845.371338
	Iteration 29Q: 3 clusters Score -155454.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -155466.078125 Penalty: 3845.371338
	Iteration 30Q: 3 clusters Score -155466.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -155471.703125 Penalty: 3845.371338
	Iteration 31Q: 3 clusters Score -155471.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -155473.859375 Penalty: 3845.371338
	Iteration 32Q: 3 clusters Score -155473.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -155475.781250 Penalty: 3845.371338
	Iteration 33Q: 3 clusters Score -155475.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -155479.515625 Penalty: 3845.371338
	Iteration 34Q: 3 clusters Score -155479.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -155485.296875 Penalty: 3845.371338
	Iteration 35Q: 3 clusters Score -155485.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -155490.453125 Penalty: 3845.371338
	Iteration 36Q: 3 clusters Score -155490.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -155494.875000 Penalty: 3845.371338
	Iteration 37Q: 3 clusters Score -155494.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -155498.812500 Penalty: 3845.371338
	Iteration 38Q: 3 clusters Score -155498.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -155502.703125 Penalty: 3845.371338
	Iteration 39Q: 3 clusters Score -155502.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -155506.421875 Penalty: 3845.371338
	Iteration 40F: 3 clusters Score -155506.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -155516.125000 Penalty: 3845.371338
	Iteration 41Q: 3 clusters Score -155516.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -155526.515625 Penalty: 3845.371338
	Iteration 42Q: 3 clusters Score -155526.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -155536.265625 Penalty: 3845.371338
	Iteration 43Q: 3 clusters Score -155536.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -155545.546875 Penalty: 3845.371338
	Iteration 44Q: 3 clusters Score -155545.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -155555.406250 Penalty: 3845.371338
	Iteration 45Q: 3 clusters Score -155555.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -155562.734375 Penalty: 3845.371338
	Iteration 46Q: 3 clusters Score -155562.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -155569.968750 Penalty: 3845.371338
	Iteration 47Q: 3 clusters Score -155570 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -155575.187500 Penalty: 3845.371338
	Iteration 48Q: 3 clusters Score -155575.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -155580.281250 Penalty: 3845.371338
	Iteration 49Q: 3 clusters Score -155580.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -155583.031250 Penalty: 3845.371338
	Iteration 50Q: 3 clusters Score -155583 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -155584.765625 Penalty: 3845.371338
	Iteration 51Q: 3 clusters Score -155584.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -155587.781250 Penalty: 3845.371338
	Iteration 52Q: 3 clusters Score -155587.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -155588.640625 Penalty: 3845.371338
	Iteration 53Q: 3 clusters Score -155588.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -155591.171875 Penalty: 3845.371338
	Iteration 54Q: 3 clusters Score -155591.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -155594.484375 Penalty: 3845.371338
	Iteration 55Q: 3 clusters Score -155594.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -155596.250000 Penalty: 3845.371338
	Iteration 56Q: 3 clusters Score -155596.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -155597.109375 Penalty: 3845.371338
	Iteration 57Q: 3 clusters Score -155597.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -155598.031250 Penalty: 3845.371338
	Iteration 58Q: 3 clusters Score -155598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -155599.140625 Penalty: 3845.371338
	Iteration 59Q: 3 clusters Score -155599.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -155599.140625 Penalty: 3845.371338
	Iteration 60F: 3 clusters Score -155599.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (8204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Entering Unmasked Estep 
Score: -629295.312500 Penalty: 2235.069336
	Iteration 0F: 2 clusters Score -629295.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -622752.625000 Penalty: 4470.138672
	Iteration 0F: 3 clusters Score -622752.6 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -624604.625000 Penalty: 4470.138672
	Iteration 1F: 3 clusters Score -624604.6 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -624935.187500 Penalty: 4470.138672
	Iteration 2F: 3 clusters Score -624935.2 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -625259.625000 Penalty: 4470.138672
	Iteration 3F: 3 clusters Score -625259.6 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -625604.375000 Penalty: 4470.138672
	Iteration 4F: 3 clusters Score -625604.4 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -625891.250000 Penalty: 4470.138672
	Iteration 5F: 3 clusters Score -625891.2 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -626160.687500 Penalty: 4470.138672
	Iteration 6Q: 3 clusters Score -626160.7 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -626412.500000 Penalty: 4470.138672
	Iteration 7Q: 3 clusters Score -626412.5 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -626599.000000 Penalty: 4470.138672
	Iteration 8Q: 3 clusters Score -626599 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -626763.250000 Penalty: 4470.138672
	Iteration 9Q: 3 clusters Score -626763.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -626885.625000 Penalty: 4470.138672
	Iteration 10Q: 3 clusters Score -626885.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -626968.625000 Penalty: 4470.138672
	Iteration 11Q: 3 clusters Score -626968.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -627021.000000 Penalty: 4470.138672
	Iteration 12Q: 3 clusters Score -627021 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -627064.187500 Penalty: 4470.138672
	Iteration 13Q: 3 clusters Score -627064.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -627100.062500 Penalty: 4470.138672
	Iteration 14Q: 3 clusters Score -627100.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -627125.500000 Penalty: 4470.138672
	Iteration 15Q: 3 clusters Score -627125.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -627150.187500 Penalty: 4470.138672
	Iteration 16Q: 3 clusters Score -627150.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -627176.812500 Penalty: 4470.138672
	Iteration 17Q: 3 clusters Score -627176.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -627207.437500 Penalty: 4470.138672
	Iteration 18Q: 3 clusters Score -627207.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -627232.312500 Penalty: 4470.138672
	Iteration 19Q: 3 clusters Score -627232.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -627263.750000 Penalty: 4470.138672
	Iteration 20F: 3 clusters Score -627263.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -627285.437500 Penalty: 4470.138672
	Iteration 21Q: 3 clusters Score -627285.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -627308.000000 Penalty: 4470.138672
	Iteration 22Q: 3 clusters Score -627308 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -627332.312500 Penalty: 4470.138672
	Iteration 23Q: 3 clusters Score -627332.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -627353.625000 Penalty: 4470.138672
	Iteration 24Q: 3 clusters Score -627353.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -627366.375000 Penalty: 4470.138672
	Iteration 25Q: 3 clusters Score -627366.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -627375.250000 Penalty: 4470.138672
	Iteration 26Q: 3 clusters Score -627375.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -627382.062500 Penalty: 4470.138672
	Iteration 27Q: 3 clusters Score -627382.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -627390.875000 Penalty: 4470.138672
	Iteration 28Q: 3 clusters Score -627390.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -627397.500000 Penalty: 4470.138672
	Iteration 29Q: 3 clusters Score -627397.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -627409.187500 Penalty: 4470.138672
	Iteration 30Q: 3 clusters Score -627409.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -627413.500000 Penalty: 4470.138672
	Iteration 31Q: 3 clusters Score -627413.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -627423.312500 Penalty: 4470.138672
	Iteration 32Q: 3 clusters Score -627423.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -627432.687500 Penalty: 4470.138672
	Iteration 33Q: 3 clusters Score -627432.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -627443.062500 Penalty: 4470.138672
	Iteration 34Q: 3 clusters Score -627443.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -627450.125000 Penalty: 4470.138672
	Iteration 35Q: 3 clusters Score -627450.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -627454.875000 Penalty: 4470.138672
	Iteration 36Q: 3 clusters Score -627454.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -627462.062500 Penalty: 4470.138672
	Iteration 37Q: 3 clusters Score -627462.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -627464.187500 Penalty: 4470.138672
	Iteration 38Q: 3 clusters Score -627464.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -627469.937500 Penalty: 4470.138672
	Iteration 39Q: 3 clusters Score -627469.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -627475.625000 Penalty: 4470.138672
	Iteration 40F: 3 clusters Score -627475.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -627479.812500 Penalty: 4470.138672
	Iteration 41Q: 3 clusters Score -627479.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -627485.312500 Penalty: 4470.138672
	Iteration 42Q: 3 clusters Score -627485.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -627491.250000 Penalty: 4470.138672
	Iteration 43Q: 3 clusters Score -627491.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -627497.812500 Penalty: 4470.138672
	Iteration 44Q: 3 clusters Score -627497.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -627506.437500 Penalty: 4470.138672
	Iteration 45Q: 3 clusters Score -627506.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -627508.437500 Penalty: 4470.138672
	Iteration 46Q: 3 clusters Score -627508.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -627511.437500 Penalty: 4470.138672
	Iteration 47Q: 3 clusters Score -627511.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -627513.562500 Penalty: 4470.138672
	Iteration 48Q: 3 clusters Score -627513.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -627516.437500 Penalty: 4470.138672
	Iteration 49Q: 3 clusters Score -627516.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -627519.562500 Penalty: 4470.138672
	Iteration 50Q: 3 clusters Score -627519.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -627523.062500 Penalty: 4470.138672
	Iteration 51Q: 3 clusters Score -627523.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -627524.750000 Penalty: 4470.138672
	Iteration 52Q: 3 clusters Score -627524.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -627528.812500 Penalty: 4470.138672
	Iteration 53Q: 3 clusters Score -627528.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -627530.437500 Penalty: 4470.138672
	Iteration 54Q: 3 clusters Score -627530.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -627533.625000 Penalty: 4470.138672
	Iteration 55Q: 3 clusters Score -627533.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -627537.500000 Penalty: 4470.138672
	Iteration 56Q: 3 clusters Score -627537.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -627543.500000 Penalty: 4470.138672
	Iteration 57Q: 3 clusters Score -627543.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -627550.312500 Penalty: 4470.138672
	Iteration 58Q: 3 clusters Score -627550.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -627558.687500 Penalty: 4470.138672
	Iteration 59Q: 3 clusters Score -627558.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -627564.687500 Penalty: 4470.138672
	Iteration 60F: 3 clusters Score -627564.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -627569.750000 Penalty: 4470.138672
	Iteration 61Q: 3 clusters Score -627569.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -627574.312500 Penalty: 4470.138672
	Iteration 62Q: 3 clusters Score -627574.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -627579.625000 Penalty: 4470.138672
	Iteration 63Q: 3 clusters Score -627579.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -627582.250000 Penalty: 4470.138672
	Iteration 64Q: 3 clusters Score -627582.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -627584.375000 Penalty: 4470.138672
	Iteration 65Q: 3 clusters Score -627584.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -627584.000000 Penalty: 4470.138672
	Iteration 66Q: 3 clusters Score -627584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -627585.500000 Penalty: 4470.138672
	Iteration 67Q: 3 clusters Score -627585.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -627586.312500 Penalty: 4470.138672
	Iteration 68Q: 3 clusters Score -627586.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -627587.250000 Penalty: 4470.138672
	Iteration 69Q: 3 clusters Score -627587.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -627587.250000 Penalty: 4470.138672
	Iteration 70Q: 3 clusters Score -627587.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -627587.187500 Penalty: 4470.138672
	Iteration 71Q: 3 clusters Score -627587.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -627587.437500 Penalty: 4470.138672
	Iteration 72Q: 3 clusters Score -627587.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -627587.000000 Penalty: 4470.138672
	Iteration 73Q: 3 clusters Score -627587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -627587.250000 Penalty: 4470.138672
	Iteration 74Q: 3 clusters Score -627587.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -627587.250000 Penalty: 4470.138672
	Iteration 75F: 3 clusters Score -627587.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (580310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580310 members 
Entering Unmasked Estep 
Score: -45635448.000000 Penalty: 3291.286621
	Iteration 0F: 2 clusters Score -4.563545e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289565 members 
Mstep: Class 2 contains 290745 members 
Entering Unmasked Estep 
Score: -45242580.000000 Penalty: 6582.573242
	Iteration 0F: 3 clusters Score -4.524258e+07 nChanged 283701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270362 members 
Mstep: Class 2 contains 309948 members 
Entering Unmasked Estep 
Score: -45412752.000000 Penalty: 6582.573242
	Iteration 1F: 3 clusters Score -4.541275e+07 nChanged 15368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258370 members 
Mstep: Class 2 contains 321940 members 
Entering Unmasked Estep 
Score: -45416320.000000 Penalty: 6582.573242
	Iteration 2Q: 3 clusters Score -4.541632e+07 nChanged 20823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239427 members 
Mstep: Class 2 contains 340883 members 
Entering Unmasked Estep 
Score: -45423540.000000 Penalty: 6582.573242
	Iteration 3Q: 3 clusters Score -4.542354e+07 nChanged 30208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210089 members 
Mstep: Class 2 contains 370221 members 
Entering Unmasked Estep 
Score: -45438784.000000 Penalty: 6582.573242
	Iteration 4F: 3 clusters Score -4.543878e+07 nChanged 43365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167142 members 
Mstep: Class 2 contains 413168 members 
Entering Unmasked Estep 
Score: -45468216.000000 Penalty: 6582.573242
	Iteration 5F: 3 clusters Score -4.546822e+07 nChanged 55859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111409 members 
Mstep: Class 2 contains 468901 members 
Entering Unmasked Estep 
Score: -45518824.000000 Penalty: 6582.573242
	Iteration 6F: 3 clusters Score -4.551882e+07 nChanged 55451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55990 members 
Mstep: Class 2 contains 524320 members 
Entering Unmasked Estep 
Score: -45576784.000000 Penalty: 6582.573242
	Iteration 7F: 3 clusters Score -4.557678e+07 nChanged 36091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19899 members 
Mstep: Class 2 contains 560411 members 
Entering Unmasked Estep 
Score: -45614728.000000 Penalty: 6582.573242
	Iteration 8F: 3 clusters Score -4.561473e+07 nChanged 14104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 574513 members 
Entering Unmasked Estep 
Score: -45628464.000000 Penalty: 6582.573242
	Iteration 9Q: 3 clusters Score -4.562846e+07 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 578160 members 
Entering Unmasked Estep 
Score: -45631884.000000 Penalty: 6582.573242
	Iteration 10Q: 3 clusters Score -4.563188e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 578891 members 
Entering Unmasked Estep 
Score: -45633244.000000 Penalty: 6582.573242
	Iteration 11Q: 3 clusters Score -4.563324e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 578914 members 
Entering Unmasked Estep 
Score: -45633788.000000 Penalty: 6582.573242
	Iteration 12Q: 3 clusters Score -4.563379e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 578779 members 
Entering Unmasked Estep 
Score: -45634176.000000 Penalty: 6582.573242
	Iteration 13Q: 3 clusters Score -4.563418e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 578637 members 
Entering Unmasked Estep 
Score: -45634264.000000 Penalty: 6582.573242
	Iteration 14Q: 3 clusters Score -4.563426e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 578514 members 
Entering Unmasked Estep 
Score: -45634296.000000 Penalty: 6582.573242
	Iteration 15Q: 3 clusters Score -4.56343e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 578399 members 
Entering Unmasked Estep 
Score: -45634360.000000 Penalty: 6582.573242
	Iteration 16Q: 3 clusters Score -4.563436e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 578293 members 
Entering Unmasked Estep 
Score: -45634448.000000 Penalty: 6582.573242
	Iteration 17Q: 3 clusters Score -4.563445e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 578220 members 
Entering Unmasked Estep 
Score: -45634376.000000 Penalty: 6582.573242
	Iteration 18Q: 3 clusters Score -4.563438e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 578153 members 
Entering Unmasked Estep 
Score: -45634408.000000 Penalty: 6582.573242
	Iteration 19Q: 3 clusters Score -4.563441e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 578103 members 
Entering Unmasked Estep 
Score: -45634464.000000 Penalty: 6582.573242
	Iteration 20F: 3 clusters Score -4.563446e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 578060 members 
Entering Unmasked Estep 
Score: -45634436.000000 Penalty: 6582.573242
	Iteration 21Q: 3 clusters Score -4.563444e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 578020 members 
Entering Unmasked Estep 
Score: -45634456.000000 Penalty: 6582.573242
	Iteration 22Q: 3 clusters Score -4.563446e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 577998 members 
Entering Unmasked Estep 
Score: -45634456.000000 Penalty: 6582.573242
	Iteration 23Q: 3 clusters Score -4.563446e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 577979 members 
Entering Unmasked Estep 
Score: -45634468.000000 Penalty: 6582.573242
	Iteration 24Q: 3 clusters Score -4.563447e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 577957 members 
Entering Unmasked Estep 
Score: -45634464.000000 Penalty: 6582.573242
	Iteration 25Q: 3 clusters Score -4.563446e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 577933 members 
Entering Unmasked Estep 
Score: -45634476.000000 Penalty: 6582.573242
	Iteration 26Q: 3 clusters Score -4.563448e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 577925 members 
Entering Unmasked Estep 
Score: -45634480.000000 Penalty: 6582.573242
	Iteration 27Q: 3 clusters Score -4.563448e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 577920 members 
Entering Unmasked Estep 
Score: -45634468.000000 Penalty: 6582.573242
	Iteration 28Q: 3 clusters Score -4.563447e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 577909 members 
Entering Unmasked Estep 
Score: -45634460.000000 Penalty: 6582.573242
	Iteration 29Q: 3 clusters Score -4.563446e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 577900 members 
Entering Unmasked Estep 
Score: -45634492.000000 Penalty: 6582.573242
	Iteration 30Q: 3 clusters Score -4.563449e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 577885 members 
Entering Unmasked Estep 
Score: -45634504.000000 Penalty: 6582.573242
	Iteration 31Q: 3 clusters Score -4.56345e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 577876 members 
Entering Unmasked Estep 
Score: -45634548.000000 Penalty: 6582.573242
	Iteration 32Q: 3 clusters Score -4.563455e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 577866 members 
Entering Unmasked Estep 
Score: -45634548.000000 Penalty: 6582.573242
	Iteration 33Q: 3 clusters Score -4.563455e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 577862 members 
Entering Unmasked Estep 
Score: -45634504.000000 Penalty: 6582.573242
	Iteration 34Q: 3 clusters Score -4.56345e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 577858 members 
Entering Unmasked Estep 
Score: -45634508.000000 Penalty: 6582.573242
	Iteration 35Q: 3 clusters Score -4.563451e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 577853 members 
Entering Unmasked Estep 
Score: -45634480.000000 Penalty: 6582.573242
	Iteration 36Q: 3 clusters Score -4.563448e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 577848 members 
Entering Unmasked Estep 
Score: -45634460.000000 Penalty: 6582.573242
	Iteration 37Q: 3 clusters Score -4.563446e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 577844 members 
Entering Unmasked Estep 
Score: -45634480.000000 Penalty: 6582.573242
	Iteration 38Q: 3 clusters Score -4.563448e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 577840 members 
Entering Unmasked Estep 
Score: -45634480.000000 Penalty: 6582.573242
	Iteration 39Q: 3 clusters Score -4.563448e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 577837 members 
Entering Unmasked Estep 
Score: -45634496.000000 Penalty: 6582.573242
	Iteration 40F: 3 clusters Score -4.56345e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 577831 members 
Entering Unmasked Estep 
Score: -45634508.000000 Penalty: 6582.573242
	Iteration 41Q: 3 clusters Score -4.563451e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 577827 members 
Entering Unmasked Estep 
Score: -45634492.000000 Penalty: 6582.573242
	Iteration 42Q: 3 clusters Score -4.563449e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 577824 members 
Entering Unmasked Estep 
Score: -45634532.000000 Penalty: 6582.573242
	Iteration 43Q: 3 clusters Score -4.563453e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 577821 members 
Entering Unmasked Estep 
Score: -45634532.000000 Penalty: 6582.573242
	Iteration 44Q: 3 clusters Score -4.563453e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 577818 members 
Entering Unmasked Estep 
Score: -45634516.000000 Penalty: 6582.573242
	Iteration 45Q: 3 clusters Score -4.563452e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 577815 members 
Entering Unmasked Estep 
Score: -45634504.000000 Penalty: 6582.573242
	Iteration 46Q: 3 clusters Score -4.56345e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 577810 members 
Entering Unmasked Estep 
Score: -45634540.000000 Penalty: 6582.573242
	Iteration 47Q: 3 clusters Score -4.563454e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 577805 members 
Entering Unmasked Estep 
Score: -45634540.000000 Penalty: 6582.573242
	Iteration 48Q: 3 clusters Score -4.563454e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 577808 members 
Entering Unmasked Estep 
Score: -45634512.000000 Penalty: 6582.573242
	Iteration 49Q: 3 clusters Score -4.563451e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 577808 members 
Entering Unmasked Estep 
Score: -45634512.000000 Penalty: 6582.573242
	Iteration 50F: 3 clusters Score -4.563451e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (62799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62799 members 
Entering Unmasked Estep 
Score: -5100660.000000 Penalty: 2739.828125
	Iteration 0F: 2 clusters Score -5100660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31427 members 
Mstep: Class 2 contains 31372 members 
Entering Unmasked Estep 
Score: -5058502.000000 Penalty: 5479.656250
	Iteration 0F: 3 clusters Score -5058502 nChanged 29270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31485 members 
Mstep: Class 2 contains 31314 members 
Entering Unmasked Estep 
Score: -5074635.000000 Penalty: 5479.656250
	Iteration 1F: 3 clusters Score -5074635 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31259 members 
Mstep: Class 2 contains 31540 members 
Entering Unmasked Estep 
Score: -5075387.000000 Penalty: 5479.656250
	Iteration 2Q: 3 clusters Score -5075387 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30843 members 
Mstep: Class 2 contains 31956 members 
Entering Unmasked Estep 
Score: -5076236.500000 Penalty: 5479.656250
	Iteration 3Q: 3 clusters Score -5076236 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30210 members 
Mstep: Class 2 contains 32589 members 
Entering Unmasked Estep 
Score: -5077210.500000 Penalty: 5479.656250
	Iteration 4Q: 3 clusters Score -5077210 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29299 members 
Mstep: Class 2 contains 33500 members 
Entering Unmasked Estep 
Score: -5078514.500000 Penalty: 5479.656250
	Iteration 5Q: 3 clusters Score -5078514 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27989 members 
Mstep: Class 2 contains 34810 members 
Entering Unmasked Estep 
Score: -5080253.000000 Penalty: 5479.656250
	Iteration 6F: 3 clusters Score -5080253 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26245 members 
Mstep: Class 2 contains 36554 members 
Entering Unmasked Estep 
Score: -5082334.000000 Penalty: 5479.656250
	Iteration 7F: 3 clusters Score -5082334 nChanged 3847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24176 members 
Mstep: Class 2 contains 38623 members 
Entering Unmasked Estep 
Score: -5084439.000000 Penalty: 5479.656250
	Iteration 8F: 3 clusters Score -5084439 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21914 members 
Mstep: Class 2 contains 40885 members 
Entering Unmasked Estep 
Score: -5086414.000000 Penalty: 5479.656250
	Iteration 9F: 3 clusters Score -5086414 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19597 members 
Mstep: Class 2 contains 43202 members 
Entering Unmasked Estep 
Score: -5088189.000000 Penalty: 5479.656250
	Iteration 10F: 3 clusters Score -5088189 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 45497 members 
Entering Unmasked Estep 
Score: -5089935.500000 Penalty: 5479.656250
	Iteration 11Q: 3 clusters Score -5089936 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 47611 members 
Entering Unmasked Estep 
Score: -5091586.500000 Penalty: 5479.656250
	Iteration 12Q: 3 clusters Score -5091586 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 49492 members 
Entering Unmasked Estep 
Score: -5093157.500000 Penalty: 5479.656250
	Iteration 13Q: 3 clusters Score -5093158 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 51036 members 
Entering Unmasked Estep 
Score: -5094379.500000 Penalty: 5479.656250
	Iteration 14Q: 3 clusters Score -5094380 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 52213 members 
Entering Unmasked Estep 
Score: -5095347.500000 Penalty: 5479.656250
	Iteration 15Q: 3 clusters Score -5095348 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 53144 members 
Entering Unmasked Estep 
Score: -5095983.000000 Penalty: 5479.656250
	Iteration 16Q: 3 clusters Score -5095983 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 53916 members 
Entering Unmasked Estep 
Score: -5096404.000000 Penalty: 5479.656250
	Iteration 17Q: 3 clusters Score -5096404 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 54577 members 
Entering Unmasked Estep 
Score: -5096691.000000 Penalty: 5479.656250
	Iteration 18Q: 3 clusters Score -5096691 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 55142 members 
Entering Unmasked Estep 
Score: -5096940.500000 Penalty: 5479.656250
	Iteration 19Q: 3 clusters Score -5096940 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 55606 members 
Entering Unmasked Estep 
Score: -5097128.500000 Penalty: 5479.656250
	Iteration 20F: 3 clusters Score -5097128 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 56028 members 
Entering Unmasked Estep 
Score: -5097266.500000 Penalty: 5479.656250
	Iteration 21Q: 3 clusters Score -5097266 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 56396 members 
Entering Unmasked Estep 
Score: -5097368.000000 Penalty: 5479.656250
	Iteration 22Q: 3 clusters Score -5097368 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 56740 members 
Entering Unmasked Estep 
Score: -5097476.000000 Penalty: 5479.656250
	Iteration 23Q: 3 clusters Score -5097476 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 57071 members 
Entering Unmasked Estep 
Score: -5097576.500000 Penalty: 5479.656250
	Iteration 24Q: 3 clusters Score -5097576 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 57394 members 
Entering Unmasked Estep 
Score: -5097651.000000 Penalty: 5479.656250
	Iteration 25Q: 3 clusters Score -5097651 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 57700 members 
Entering Unmasked Estep 
Score: -5097749.000000 Penalty: 5479.656250
	Iteration 26Q: 3 clusters Score -5097749 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 57990 members 
Entering Unmasked Estep 
Score: -5097833.000000 Penalty: 5479.656250
	Iteration 27Q: 3 clusters Score -5097833 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 58256 members 
Entering Unmasked Estep 
Score: -5097910.500000 Penalty: 5479.656250
	Iteration 28Q: 3 clusters Score -5097910 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 58492 members 
Entering Unmasked Estep 
Score: -5097971.500000 Penalty: 5479.656250
	Iteration 29Q: 3 clusters Score -5097972 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 58720 members 
Entering Unmasked Estep 
Score: -5098023.000000 Penalty: 5479.656250
	Iteration 30Q: 3 clusters Score -5098023 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 58931 members 
Entering Unmasked Estep 
Score: -5098061.500000 Penalty: 5479.656250
	Iteration 31Q: 3 clusters Score -5098062 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 59127 members 
Entering Unmasked Estep 
Score: -5098118.500000 Penalty: 5479.656250
	Iteration 32Q: 3 clusters Score -5098118 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 59302 members 
Entering Unmasked Estep 
Score: -5098152.500000 Penalty: 5479.656250
	Iteration 33Q: 3 clusters Score -5098152 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 59486 members 
Entering Unmasked Estep 
Score: -5098207.500000 Penalty: 5479.656250
	Iteration 34Q: 3 clusters Score -5098208 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 59644 members 
Entering Unmasked Estep 
Score: -5098241.500000 Penalty: 5479.656250
	Iteration 35Q: 3 clusters Score -5098242 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 59778 members 
Entering Unmasked Estep 
Score: -5098288.500000 Penalty: 5479.656250
	Iteration 36Q: 3 clusters Score -5098288 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 59882 members 
Entering Unmasked Estep 
Score: -5098314.000000 Penalty: 5479.656250
	Iteration 37Q: 3 clusters Score -5098314 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 59979 members 
Entering Unmasked Estep 
Score: -5098332.500000 Penalty: 5479.656250
	Iteration 38Q: 3 clusters Score -5098332 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 60060 members 
Entering Unmasked Estep 
Score: -5098353.500000 Penalty: 5479.656250
	Iteration 39Q: 3 clusters Score -5098354 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 60132 members 
Entering Unmasked Estep 
Score: -5098374.500000 Penalty: 5479.656250
	Iteration 40F: 3 clusters Score -5098374 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 60192 members 
Entering Unmasked Estep 
Score: -5098393.500000 Penalty: 5479.656250
	Iteration 41Q: 3 clusters Score -5098394 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 60247 members 
Entering Unmasked Estep 
Score: -5098403.000000 Penalty: 5479.656250
	Iteration 42Q: 3 clusters Score -5098403 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 60307 members 
Entering Unmasked Estep 
Score: -5098412.000000 Penalty: 5479.656250
	Iteration 43Q: 3 clusters Score -5098412 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 60353 members 
Entering Unmasked Estep 
Score: -5098412.500000 Penalty: 5479.656250
	Iteration 44Q: 3 clusters Score -5098412 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 60386 members 
Entering Unmasked Estep 
Score: -5098421.500000 Penalty: 5479.656250
	Iteration 45Q: 3 clusters Score -5098422 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 60423 members 
Entering Unmasked Estep 
Score: -5098425.000000 Penalty: 5479.656250
	Iteration 46Q: 3 clusters Score -5098425 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 60458 members 
Entering Unmasked Estep 
Score: -5098436.000000 Penalty: 5479.656250
	Iteration 47Q: 3 clusters Score -5098436 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 60489 members 
Entering Unmasked Estep 
Score: -5098435.500000 Penalty: 5479.656250
	Iteration 48Q: 3 clusters Score -5098436 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 60523 members 
Entering Unmasked Estep 
Score: -5098441.500000 Penalty: 5479.656250
	Iteration 49Q: 3 clusters Score -5098442 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 60551 members 
Entering Unmasked Estep 
Score: -5098453.500000 Penalty: 5479.656250
	Iteration 50Q: 3 clusters Score -5098454 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 60585 members 
Entering Unmasked Estep 
Score: -5098473.000000 Penalty: 5479.656250
	Iteration 51Q: 3 clusters Score -5098473 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 60622 members 
Entering Unmasked Estep 
Score: -5098489.000000 Penalty: 5479.656250
	Iteration 52Q: 3 clusters Score -5098489 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 60666 members 
Entering Unmasked Estep 
Score: -5098509.500000 Penalty: 5479.656250
	Iteration 53Q: 3 clusters Score -5098510 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 60707 members 
Entering Unmasked Estep 
Score: -5098511.000000 Penalty: 5479.656250
	Iteration 54Q: 3 clusters Score -5098511 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 60735 members 
Entering Unmasked Estep 
Score: -5098514.000000 Penalty: 5479.656250
	Iteration 55Q: 3 clusters Score -5098514 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 60761 members 
Entering Unmasked Estep 
Score: -5098523.000000 Penalty: 5479.656250
	Iteration 56Q: 3 clusters Score -5098523 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 60785 members 
Entering Unmasked Estep 
Score: -5098533.000000 Penalty: 5479.656250
	Iteration 57Q: 3 clusters Score -5098533 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 60812 members 
Entering Unmasked Estep 
Score: -5098524.000000 Penalty: 5479.656250
	Iteration 58Q: 3 clusters Score -5098524 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 60837 members 
Entering Unmasked Estep 
Score: -5098535.500000 Penalty: 5479.656250
	Iteration 59Q: 3 clusters Score -5098536 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 60853 members 
Entering Unmasked Estep 
Score: -5098531.000000 Penalty: 5479.656250
	Iteration 60F: 3 clusters Score -5098531 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 60870 members 
Entering Unmasked Estep 
Score: -5098547.500000 Penalty: 5479.656250
	Iteration 61Q: 3 clusters Score -5098548 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 60890 members 
Entering Unmasked Estep 
Score: -5098547.000000 Penalty: 5479.656250
	Iteration 62Q: 3 clusters Score -5098547 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 60912 members 
Entering Unmasked Estep 
Score: -5098556.500000 Penalty: 5479.656250
	Iteration 63Q: 3 clusters Score -5098556 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 60934 members 
Entering Unmasked Estep 
Score: -5098567.000000 Penalty: 5479.656250
	Iteration 64Q: 3 clusters Score -5098567 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 60958 members 
Entering Unmasked Estep 
Score: -5098568.000000 Penalty: 5479.656250
	Iteration 65Q: 3 clusters Score -5098568 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 60977 members 
Entering Unmasked Estep 
Score: -5098580.000000 Penalty: 5479.656250
	Iteration 66Q: 3 clusters Score -5098580 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 60993 members 
Entering Unmasked Estep 
Score: -5098578.500000 Penalty: 5479.656250
	Iteration 67Q: 3 clusters Score -5098578 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 61005 members 
Entering Unmasked Estep 
Score: -5098591.000000 Penalty: 5479.656250
	Iteration 68Q: 3 clusters Score -5098591 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 61014 members 
Entering Unmasked Estep 
Score: -5098593.500000 Penalty: 5479.656250
	Iteration 69Q: 3 clusters Score -5098594 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 61023 members 
Entering Unmasked Estep 
Score: -5098593.000000 Penalty: 5479.656250
	Iteration 70Q: 3 clusters Score -5098593 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 61027 members 
Entering Unmasked Estep 
Score: -5098594.000000 Penalty: 5479.656250
	Iteration 71Q: 3 clusters Score -5098594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 61029 members 
Entering Unmasked Estep 
Score: -5098593.000000 Penalty: 5479.656250
	Iteration 72Q: 3 clusters Score -5098593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 61031 members 
Entering Unmasked Estep 
Score: -5098595.000000 Penalty: 5479.656250
	Iteration 73Q: 3 clusters Score -5098595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 61033 members 
Entering Unmasked Estep 
Score: -5098592.500000 Penalty: 5479.656250
	Iteration 74Q: 3 clusters Score -5098592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 61035 members 
Entering Unmasked Estep 
Score: -5098592.000000 Penalty: 5479.656250
	Iteration 75Q: 3 clusters Score -5098592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 61037 members 
Entering Unmasked Estep 
Score: -5098588.500000 Penalty: 5479.656250
	Iteration 76Q: 3 clusters Score -5098588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 61039 members 
Entering Unmasked Estep 
Score: -5098588.000000 Penalty: 5479.656250
	Iteration 77Q: 3 clusters Score -5098588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 61042 members 
Entering Unmasked Estep 
Score: -5098589.000000 Penalty: 5479.656250
	Iteration 78Q: 3 clusters Score -5098589 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 61043 members 
Entering Unmasked Estep 
Score: -5098590.500000 Penalty: 5479.656250
	Iteration 79Q: 3 clusters Score -5098590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 61044 members 
Entering Unmasked Estep 
Score: -5098589.500000 Penalty: 5479.656250
	Iteration 80F: 3 clusters Score -5098590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 8436 members 
Mstep: Class 3 contains 12122 members 
Mstep: Class 4 contains 10490 members 
Mstep: Class 5 contains 37315 members 
Mstep: Class 6 contains 77674 members 
Mstep: Class 7 contains 11452 members 
Mstep: Class 8 contains 2281 members 
Mstep: Class 9 contains 69772 members 
Mstep: Class 10 contains 17283 members 
Mstep: Class 11 contains 151992 members 
Mstep: Class 12 contains 27960 members 
Mstep: Class 13 contains 7302 members 
Mstep: Class 14 contains 10032 members 
Mstep: Class 15 contains 2563 members 
Mstep: Class 16 contains 45133 members 
Mstep: Class 17 contains 6568 members 
Mstep: Class 18 contains 10631 members 
Mstep: Class 19 contains 37105 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18585 members 
Mstep: Class 22 contains 10472 members 
Mstep: Class 23 contains 8884 members 
Mstep: Class 24 contains 5334 members 
Mstep: Class 25 contains 29463 members 
Mstep: Class 26 contains 24933 members 
Mstep: Class 27 contains 16157 members 
Mstep: Class 28 contains 106919 members 
Mstep: Class 29 contains 27189 members 
Mstep: Class 30 contains 2301 members 
Mstep: Class 31 contains 2328 members 
Mstep: Class 32 contains 8204 members 
Mstep: Class 33 contains 580310 members 
Mstep: Class 34 contains 62799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988496.000000 Penalty: 119701.210938
Iteration 239Q: 35 clusters Score -1.119885e+08 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 8436 members 
Mstep: Class 3 contains 12139 members 
Mstep: Class 4 contains 10495 members 
Mstep: Class 5 contains 37393 members 
Mstep: Class 6 contains 77681 members 
Mstep: Class 7 contains 11446 members 
Mstep: Class 8 contains 2281 members 
Mstep: Class 9 contains 69755 members 
Mstep: Class 10 contains 17283 members 
Mstep: Class 11 contains 151994 members 
Mstep: Class 12 contains 27955 members 
Mstep: Class 13 contains 7302 members 
Mstep: Class 14 contains 10032 members 
Mstep: Class 15 contains 2563 members 
Mstep: Class 16 contains 45137 members 
Mstep: Class 17 contains 6565 members 
Mstep: Class 18 contains 10631 members 
Mstep: Class 19 contains 37104 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18584 members 
Mstep: Class 22 contains 10472 members 
Mstep: Class 23 contains 8884 members 
Mstep: Class 24 contains 5334 members 
Mstep: Class 25 contains 29464 members 
Mstep: Class 26 contains 24931 members 
Mstep: Class 27 contains 16156 members 
Mstep: Class 28 contains 106966 members 
Mstep: Class 29 contains 27190 members 
Mstep: Class 30 contains 2301 members 
Mstep: Class 31 contains 2328 members 
Mstep: Class 32 contains 8204 members 
Mstep: Class 33 contains 580187 members 
Mstep: Class 34 contains 62793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988376.000000 Penalty: 119701.210938
Iteration 240F: 35 clusters Score -1.119884e+08 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 8436 members 
Mstep: Class 3 contains 12149 members 
Mstep: Class 4 contains 10501 members 
Mstep: Class 5 contains 37466 members 
Mstep: Class 6 contains 77679 members 
Mstep: Class 7 contains 11440 members 
Mstep: Class 8 contains 2281 members 
Mstep: Class 9 contains 69731 members 
Mstep: Class 10 contains 17284 members 
Mstep: Class 11 contains 152000 members 
Mstep: Class 12 contains 27950 members 
Mstep: Class 13 contains 7302 members 
Mstep: Class 14 contains 10033 members 
Mstep: Class 15 contains 2563 members 
Mstep: Class 16 contains 45141 members 
Mstep: Class 17 contains 6564 members 
Mstep: Class 18 contains 10630 members 
Mstep: Class 19 contains 37106 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18576 members 
Mstep: Class 22 contains 10474 members 
Mstep: Class 23 contains 8884 members 
Mstep: Class 24 contains 5334 members 
Mstep: Class 25 contains 29467 members 
Mstep: Class 26 contains 24929 members 
Mstep: Class 27 contains 16154 members 
Mstep: Class 28 contains 107026 members 
Mstep: Class 29 contains 27191 members 
Mstep: Class 30 contains 2302 members 
Mstep: Class 31 contains 2328 members 
Mstep: Class 32 contains 8204 members 
Mstep: Class 33 contains 580072 members 
Mstep: Class 34 contains 62789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988360.000000 Penalty: 119701.210938
Iteration 241Q: 35 clusters Score -1.119884e+08 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 8436 members 
Mstep: Class 3 contains 12158 members 
Mstep: Class 4 contains 10499 members 
Mstep: Class 5 contains 37526 members 
Mstep: Class 6 contains 77683 members 
Mstep: Class 7 contains 11435 members 
Mstep: Class 8 contains 2281 members 
Mstep: Class 9 contains 69711 members 
Mstep: Class 10 contains 17286 members 
Mstep: Class 11 contains 151995 members 
Mstep: Class 12 contains 27937 members 
Mstep: Class 13 contains 7302 members 
Mstep: Class 14 contains 10033 members 
Mstep: Class 15 contains 2563 members 
Mstep: Class 16 contains 45153 members 
Mstep: Class 17 contains 6563 members 
Mstep: Class 18 contains 10629 members 
Mstep: Class 19 contains 37114 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18567 members 
Mstep: Class 22 contains 10474 members 
Mstep: Class 23 contains 8884 members 
Mstep: Class 24 contains 5334 members 
Mstep: Class 25 contains 29466 members 
Mstep: Class 26 contains 24930 members 
Mstep: Class 27 contains 16155 members 
Mstep: Class 28 contains 107096 members 
Mstep: Class 29 contains 27189 members 
Mstep: Class 30 contains 2303 members 
Mstep: Class 31 contains 2328 members 
Mstep: Class 32 contains 8204 members 
Mstep: Class 33 contains 579966 members 
Mstep: Class 34 contains 62786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988368.000000 Penalty: 119701.210938
Iteration 242Q: 35 clusters Score -1.119884e+08 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 8436 members 
Mstep: Class 3 contains 12168 members 
Mstep: Class 4 contains 10493 members 
Mstep: Class 5 contains 37586 members 
Mstep: Class 6 contains 77684 members 
Mstep: Class 7 contains 11430 members 
Mstep: Class 8 contains 2281 members 
Mstep: Class 9 contains 69695 members 
Mstep: Class 10 contains 17285 members 
Mstep: Class 11 contains 151990 members 
Mstep: Class 12 contains 27931 members 
Mstep: Class 13 contains 7301 members 
Mstep: Class 14 contains 10033 members 
Mstep: Class 15 contains 2563 members 
Mstep: Class 16 contains 45159 members 
Mstep: Class 17 contains 6561 members 
Mstep: Class 18 contains 10629 members 
Mstep: Class 19 contains 37122 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18554 members 
Mstep: Class 22 contains 10474 members 
Mstep: Class 23 contains 8884 members 
Mstep: Class 24 contains 5334 members 
Mstep: Class 25 contains 29465 members 
Mstep: Class 26 contains 24928 members 
Mstep: Class 27 contains 16151 members 
Mstep: Class 28 contains 107182 members 
Mstep: Class 29 contains 27191 members 
Mstep: Class 30 contains 2304 members 
Mstep: Class 31 contains 2329 members 
Mstep: Class 32 contains 8204 members 
Mstep: Class 33 contains 579858 members 
Mstep: Class 34 contains 62781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988320.000000 Penalty: 119701.210938
Iteration 243Q: 35 clusters Score -1.119883e+08 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 8436 members 
Mstep: Class 3 contains 12176 members 
Mstep: Class 4 contains 10489 members 
Mstep: Class 5 contains 37650 members 
Mstep: Class 6 contains 77685 members 
Mstep: Class 7 contains 11429 members 
Mstep: Class 8 contains 2281 members 
Mstep: Class 9 contains 69680 members 
Mstep: Class 10 contains 17284 members 
Mstep: Class 11 contains 151986 members 
Mstep: Class 12 contains 27922 members 
Mstep: Class 13 contains 7300 members 
Mstep: Class 14 contains 10033 members 
Mstep: Class 15 contains 2563 members 
Mstep: Class 16 contains 45168 members 
Mstep: Class 17 contains 6560 members 
Mstep: Class 18 contains 10624 members 
Mstep: Class 19 contains 37125 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18544 members 
Mstep: Class 22 contains 10472 members 
Mstep: Class 23 contains 8884 members 
Mstep: Class 24 contains 5334 members 
Mstep: Class 25 contains 29465 members 
Mstep: Class 26 contains 24929 members 
Mstep: Class 27 contains 16149 members 
Mstep: Class 28 contains 107258 members 
Mstep: Class 29 contains 27195 members 
Mstep: Class 30 contains 2304 members 
Mstep: Class 31 contains 2329 members 
Mstep: Class 32 contains 8204 members 
Mstep: Class 33 contains 579757 members 
Mstep: Class 34 contains 62770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988368.000000 Penalty: 119701.210938
Iteration 244Q: 35 clusters Score -1.119884e+08 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 8436 members 
Mstep: Class 3 contains 12187 members 
Mstep: Class 4 contains 10493 members 
Mstep: Class 5 contains 37705 members 
Mstep: Class 6 contains 77682 members 
Mstep: Class 7 contains 11428 members 
Mstep: Class 8 contains 2281 members 
Mstep: Class 9 contains 69669 members 
Mstep: Class 10 contains 17283 members 
Mstep: Class 11 contains 151980 members 
Mstep: Class 12 contains 27911 members 
Mstep: Class 13 contains 7299 members 
Mstep: Class 14 contains 10034 members 
Mstep: Class 15 contains 2563 members 
Mstep: Class 16 contains 45177 members 
Mstep: Class 17 contains 6561 members 
Mstep: Class 18 contains 10622 members 
Mstep: Class 19 contains 37133 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18540 members 
Mstep: Class 22 contains 10472 members 
Mstep: Class 23 contains 8884 members 
Mstep: Class 24 contains 5334 members 
Mstep: Class 25 contains 29470 members 
Mstep: Class 26 contains 24929 members 
Mstep: Class 27 contains 16146 members 
Mstep: Class 28 contains 107324 members 
Mstep: Class 29 contains 27194 members 
Mstep: Class 30 contains 2304 members 
Mstep: Class 31 contains 2329 members 
Mstep: Class 32 contains 8204 members 
Mstep: Class 33 contains 579648 members 
Mstep: Class 34 contains 62763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988496.000000 Penalty: 119701.210938
Iteration 245Q: 35 clusters Score -1.119885e+08 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 8436 members 
Mstep: Class 3 contains 12197 members 
Mstep: Class 4 contains 10495 members 
Mstep: Class 5 contains 37755 members 
Mstep: Class 6 contains 77680 members 
Mstep: Class 7 contains 11426 members 
Mstep: Class 8 contains 2281 members 
Mstep: Class 9 contains 69656 members 
Mstep: Class 10 contains 17282 members 
Mstep: Class 11 contains 151985 members 
Mstep: Class 12 contains 27900 members 
Mstep: Class 13 contains 7297 members 
Mstep: Class 14 contains 10034 members 
Mstep: Class 15 contains 2563 members 
Mstep: Class 16 contains 45188 members 
Mstep: Class 17 contains 6561 members 
Mstep: Class 18 contains 10619 members 
Mstep: Class 19 contains 37140 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18536 members 
Mstep: Class 22 contains 10470 members 
Mstep: Class 23 contains 8884 members 
Mstep: Class 24 contains 5334 members 
Mstep: Class 25 contains 29470 members 
Mstep: Class 26 contains 24929 members 
Mstep: Class 27 contains 16140 members 
Mstep: Class 28 contains 107379 members 
Mstep: Class 29 contains 27194 members 
Mstep: Class 30 contains 2304 members 
Mstep: Class 31 contains 2329 members 
Mstep: Class 32 contains 8204 members 
Mstep: Class 33 contains 579560 members 
Mstep: Class 34 contains 62758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988272.000000 Penalty: 119701.210938
Iteration 246Q: 35 clusters Score -1.119883e+08 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 8436 members 
Mstep: Class 3 contains 12207 members 
Mstep: Class 4 contains 10499 members 
Mstep: Class 5 contains 37800 members 
Mstep: Class 6 contains 77679 members 
Mstep: Class 7 contains 11420 members 
Mstep: Class 8 contains 2281 members 
Mstep: Class 9 contains 69640 members 
Mstep: Class 10 contains 17282 members 
Mstep: Class 11 contains 151988 members 
Mstep: Class 12 contains 27894 members 
Mstep: Class 13 contains 7297 members 
Mstep: Class 14 contains 10034 members 
Mstep: Class 15 contains 2563 members 
Mstep: Class 16 contains 45196 members 
Mstep: Class 17 contains 6560 members 
Mstep: Class 18 contains 10619 members 
Mstep: Class 19 contains 37142 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18535 members 
Mstep: Class 22 contains 10470 members 
Mstep: Class 23 contains 8884 members 
Mstep: Class 24 contains 5334 members 
Mstep: Class 25 contains 29473 members 
Mstep: Class 26 contains 24927 members 
Mstep: Class 27 contains 16137 members 
Mstep: Class 28 contains 107452 members 
Mstep: Class 29 contains 27194 members 
Mstep: Class 30 contains 2305 members 
Mstep: Class 31 contains 2329 members 
Mstep: Class 32 contains 8204 members 
Mstep: Class 33 contains 579458 members 
Mstep: Class 34 contains 62747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988192.000000 Penalty: 119701.210938
Iteration 247Q: 35 clusters Score -1.119882e+08 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 8436 members 
Mstep: Class 3 contains 12213 members 
Mstep: Class 4 contains 10500 members 
Mstep: Class 5 contains 37837 members 
Mstep: Class 6 contains 77676 members 
Mstep: Class 7 contains 11419 members 
Mstep: Class 8 contains 2282 members 
Mstep: Class 9 contains 69624 members 
Mstep: Class 10 contains 17283 members 
Mstep: Class 11 contains 151986 members 
Mstep: Class 12 contains 27883 members 
Mstep: Class 13 contains 7295 members 
Mstep: Class 14 contains 10034 members 
Mstep: Class 15 contains 2563 members 
Mstep: Class 16 contains 45207 members 
Mstep: Class 17 contains 6561 members 
Mstep: Class 18 contains 10621 members 
Mstep: Class 19 contains 37144 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18539 members 
Mstep: Class 22 contains 10470 members 
Mstep: Class 23 contains 8883 members 
Mstep: Class 24 contains 5334 members 
Mstep: Class 25 contains 29478 members 
Mstep: Class 26 contains 24926 members 
Mstep: Class 27 contains 16136 members 
Mstep: Class 28 contains 107530 members 
Mstep: Class 29 contains 27197 members 
Mstep: Class 30 contains 2305 members 
Mstep: Class 31 contains 2329 members 
Mstep: Class 32 contains 8204 members 
Mstep: Class 33 contains 579359 members 
Mstep: Class 34 contains 62735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988264.000000 Penalty: 119701.210938
Iteration 248Q: 35 clusters Score -1.119883e+08 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 8436 members 
Mstep: Class 3 contains 12222 members 
Mstep: Class 4 contains 10501 members 
Mstep: Class 5 contains 37866 members 
Mstep: Class 6 contains 77672 members 
Mstep: Class 7 contains 11417 members 
Mstep: Class 8 contains 2282 members 
Mstep: Class 9 contains 69611 members 
Mstep: Class 10 contains 17284 members 
Mstep: Class 11 contains 151986 members 
Mstep: Class 12 contains 27872 members 
Mstep: Class 13 contains 7292 members 
Mstep: Class 14 contains 10034 members 
Mstep: Class 15 contains 2563 members 
Mstep: Class 16 contains 45220 members 
Mstep: Class 17 contains 6559 members 
Mstep: Class 18 contains 10619 members 
Mstep: Class 19 contains 37147 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18536 members 
Mstep: Class 22 contains 10471 members 
Mstep: Class 23 contains 8882 members 
Mstep: Class 24 contains 5334 members 
Mstep: Class 25 contains 29481 members 
Mstep: Class 26 contains 24926 members 
Mstep: Class 27 contains 16135 members 
Mstep: Class 28 contains 107624 members 
Mstep: Class 29 contains 27196 members 
Mstep: Class 30 contains 2305 members 
Mstep: Class 31 contains 2329 members 
Mstep: Class 32 contains 8204 members 
Mstep: Class 33 contains 579259 members 
Mstep: Class 34 contains 62724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988376.000000 Penalty: 119701.210938
Iteration 249Q: 35 clusters Score -1.119884e+08 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 8436 members 
Mstep: Class 3 contains 12230 members 
Mstep: Class 4 contains 10498 members 
Mstep: Class 5 contains 37890 members 
Mstep: Class 6 contains 77670 members 
Mstep: Class 7 contains 11416 members 
Mstep: Class 8 contains 2282 members 
Mstep: Class 9 contains 69589 members 
Mstep: Class 10 contains 17285 members 
Mstep: Class 11 contains 151985 members 
Mstep: Class 12 contains 27864 members 
Mstep: Class 13 contains 7291 members 
Mstep: Class 14 contains 10034 members 
Mstep: Class 15 contains 2563 members 
Mstep: Class 16 contains 45230 members 
Mstep: Class 17 contains 6560 members 
Mstep: Class 18 contains 10618 members 
Mstep: Class 19 contains 37144 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18539 members 
Mstep: Class 22 contains 10473 members 
Mstep: Class 23 contains 8881 members 
Mstep: Class 24 contains 5334 members 
Mstep: Class 25 contains 29482 members 
Mstep: Class 26 contains 24926 members 
Mstep: Class 27 contains 16135 members 
Mstep: Class 28 contains 107689 members 
Mstep: Class 29 contains 27195 members 
Mstep: Class 30 contains 2305 members 
Mstep: Class 31 contains 2329 members 
Mstep: Class 32 contains 8204 members 
Mstep: Class 33 contains 579194 members 
Mstep: Class 34 contains 62717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988288.000000 Penalty: 119701.210938
Iteration 250Q: 35 clusters Score -1.119883e+08 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 8436 members 
Mstep: Class 3 contains 12235 members 
Mstep: Class 4 contains 10497 members 
Mstep: Class 5 contains 37921 members 
Mstep: Class 6 contains 77669 members 
Mstep: Class 7 contains 11415 members 
Mstep: Class 8 contains 2282 members 
Mstep: Class 9 contains 69567 members 
Mstep: Class 10 contains 17284 members 
Mstep: Class 11 contains 151980 members 
Mstep: Class 12 contains 27855 members 
Mstep: Class 13 contains 7289 members 
Mstep: Class 14 contains 10034 members 
Mstep: Class 15 contains 2563 members 
Mstep: Class 16 contains 45237 members 
Mstep: Class 17 contains 6559 members 
Mstep: Class 18 contains 10619 members 
Mstep: Class 19 contains 37145 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18535 members 
Mstep: Class 22 contains 10473 members 
Mstep: Class 23 contains 8879 members 
Mstep: Class 24 contains 5333 members 
Mstep: Class 25 contains 29481 members 
Mstep: Class 26 contains 24924 members 
Mstep: Class 27 contains 16135 members 
Mstep: Class 28 contains 107746 members 
Mstep: Class 29 contains 27196 members 
Mstep: Class 30 contains 2305 members 
Mstep: Class 31 contains 2329 members 
Mstep: Class 32 contains 8204 members 
Mstep: Class 33 contains 579146 members 
Mstep: Class 34 contains 62716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988264.000000 Penalty: 119701.210938
Iteration 251Q: 35 clusters Score -1.119883e+08 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 8436 members 
Mstep: Class 3 contains 12237 members 
Mstep: Class 4 contains 10495 members 
Mstep: Class 5 contains 37956 members 
Mstep: Class 6 contains 77669 members 
Mstep: Class 7 contains 11414 members 
Mstep: Class 8 contains 2281 members 
Mstep: Class 9 contains 69549 members 
Mstep: Class 10 contains 17284 members 
Mstep: Class 11 contains 151977 members 
Mstep: Class 12 contains 27847 members 
Mstep: Class 13 contains 7288 members 
Mstep: Class 14 contains 10033 members 
Mstep: Class 15 contains 2563 members 
Mstep: Class 16 contains 45242 members 
Mstep: Class 17 contains 6558 members 
Mstep: Class 18 contains 10619 members 
Mstep: Class 19 contains 37148 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18531 members 
Mstep: Class 22 contains 10475 members 
Mstep: Class 23 contains 8879 members 
Mstep: Class 24 contains 5333 members 
Mstep: Class 25 contains 29480 members 
Mstep: Class 26 contains 24923 members 
Mstep: Class 27 contains 16134 members 
Mstep: Class 28 contains 107804 members 
Mstep: Class 29 contains 27199 members 
Mstep: Class 30 contains 2305 members 
Mstep: Class 31 contains 2329 members 
Mstep: Class 32 contains 8204 members 
Mstep: Class 33 contains 579085 members 
Mstep: Class 34 contains 62713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988368.000000 Penalty: 119701.210938
Iteration 252Q: 35 clusters Score -1.119884e+08 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 8436 members 
Mstep: Class 3 contains 12239 members 
Mstep: Class 4 contains 10492 members 
Mstep: Class 5 contains 37981 members 
Mstep: Class 6 contains 77669 members 
Mstep: Class 7 contains 11414 members 
Mstep: Class 8 contains 2281 members 
Mstep: Class 9 contains 69530 members 
Mstep: Class 10 contains 17283 members 
Mstep: Class 11 contains 151976 members 
Mstep: Class 12 contains 27843 members 
Mstep: Class 13 contains 7288 members 
Mstep: Class 14 contains 10032 members 
Mstep: Class 15 contains 2563 members 
Mstep: Class 16 contains 45244 members 
Mstep: Class 17 contains 6558 members 
Mstep: Class 18 contains 10618 members 
Mstep: Class 19 contains 37153 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18529 members 
Mstep: Class 22 contains 10474 members 
Mstep: Class 23 contains 8879 members 
Mstep: Class 24 contains 5332 members 
Mstep: Class 25 contains 29480 members 
Mstep: Class 26 contains 24924 members 
Mstep: Class 27 contains 16133 members 
Mstep: Class 28 contains 107866 members 
Mstep: Class 29 contains 27198 members 
Mstep: Class 30 contains 2305 members 
Mstep: Class 31 contains 2330 members 
Mstep: Class 32 contains 8204 members 
Mstep: Class 33 contains 579024 members 
Mstep: Class 34 contains 62714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988496.000000 Penalty: 119701.210938
Iteration 253Q: 35 clusters Score -1.119885e+08 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 8436 members 
Mstep: Class 3 contains 12244 members 
Mstep: Class 4 contains 10492 members 
Mstep: Class 5 contains 38009 members 
Mstep: Class 6 contains 77667 members 
Mstep: Class 7 contains 11414 members 
Mstep: Class 8 contains 2281 members 
Mstep: Class 9 contains 69512 members 
Mstep: Class 10 contains 17280 members 
Mstep: Class 11 contains 151972 members 
Mstep: Class 12 contains 27838 members 
Mstep: Class 13 contains 7286 members 
Mstep: Class 14 contains 10031 members 
Mstep: Class 15 contains 2563 members 
Mstep: Class 16 contains 45246 members 
Mstep: Class 17 contains 6559 members 
Mstep: Class 18 contains 10618 members 
Mstep: Class 19 contains 37157 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18530 members 
Mstep: Class 22 contains 10473 members 
Mstep: Class 23 contains 8879 members 
Mstep: Class 24 contains 5331 members 
Mstep: Class 25 contains 29481 members 
Mstep: Class 26 contains 24922 members 
Mstep: Class 27 contains 16134 members 
Mstep: Class 28 contains 107936 members 
Mstep: Class 29 contains 27201 members 
Mstep: Class 30 contains 2305 members 
Mstep: Class 31 contains 2330 members 
Mstep: Class 32 contains 8204 members 
Mstep: Class 33 contains 578949 members 
Mstep: Class 34 contains 62715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988376.000000 Penalty: 119701.210938
Iteration 254Q: 35 clusters Score -1.119884e+08 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 8436 members 
Mstep: Class 3 contains 12249 members 
Mstep: Class 4 contains 10490 members 
Mstep: Class 5 contains 38042 members 
Mstep: Class 6 contains 77663 members 
Mstep: Class 7 contains 11414 members 
Mstep: Class 8 contains 2281 members 
Mstep: Class 9 contains 69499 members 
Mstep: Class 10 contains 17279 members 
Mstep: Class 11 contains 151969 members 
Mstep: Class 12 contains 27838 members 
Mstep: Class 13 contains 7283 members 
Mstep: Class 14 contains 10031 members 
Mstep: Class 15 contains 2563 members 
Mstep: Class 16 contains 45248 members 
Mstep: Class 17 contains 6559 members 
Mstep: Class 18 contains 10618 members 
Mstep: Class 19 contains 37166 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18518 members 
Mstep: Class 22 contains 10473 members 
Mstep: Class 23 contains 8878 members 
Mstep: Class 24 contains 5331 members 
Mstep: Class 25 contains 29482 members 
Mstep: Class 26 contains 24922 members 
Mstep: Class 27 contains 16134 members 
Mstep: Class 28 contains 108007 members 
Mstep: Class 29 contains 27203 members 
Mstep: Class 30 contains 2306 members 
Mstep: Class 31 contains 2330 members 
Mstep: Class 32 contains 8204 members 
Mstep: Class 33 contains 578867 members 
Mstep: Class 34 contains 62713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988304.000000 Penalty: 119701.210938
Iteration 255Q: 35 clusters Score -1.119883e+08 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 8436 members 
Mstep: Class 3 contains 12256 members 
Mstep: Class 4 contains 10492 members 
Mstep: Class 5 contains 38083 members 
Mstep: Class 6 contains 77663 members 
Mstep: Class 7 contains 11414 members 
Mstep: Class 8 contains 2281 members 
Mstep: Class 9 contains 69482 members 
Mstep: Class 10 contains 17279 members 
Mstep: Class 11 contains 151963 members 
Mstep: Class 12 contains 27837 members 
Mstep: Class 13 contains 7282 members 
Mstep: Class 14 contains 10031 members 
Mstep: Class 15 contains 2563 members 
Mstep: Class 16 contains 45250 members 
Mstep: Class 17 contains 6559 members 
Mstep: Class 18 contains 10618 members 
Mstep: Class 19 contains 37171 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18507 members 
Mstep: Class 22 contains 10472 members 
Mstep: Class 23 contains 8878 members 
Mstep: Class 24 contains 5331 members 
Mstep: Class 25 contains 29487 members 
Mstep: Class 26 contains 24923 members 
Mstep: Class 27 contains 16134 members 
Mstep: Class 28 contains 108059 members 
Mstep: Class 29 contains 27205 members 
Mstep: Class 30 contains 2307 members 
Mstep: Class 31 contains 2330 members 
Mstep: Class 32 contains 8204 members 
Mstep: Class 33 contains 578788 members 
Mstep: Class 34 contains 62712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988256.000000 Penalty: 119701.210938
Iteration 256Q: 35 clusters Score -1.119883e+08 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 8436 members 
Mstep: Class 3 contains 12262 members 
Mstep: Class 4 contains 10491 members 
Mstep: Class 5 contains 38117 members 
Mstep: Class 6 contains 77663 members 
Mstep: Class 7 contains 11415 members 
Mstep: Class 8 contains 2281 members 
Mstep: Class 9 contains 69466 members 
Mstep: Class 10 contains 17278 members 
Mstep: Class 11 contains 151957 members 
Mstep: Class 12 contains 27836 members 
Mstep: Class 13 contains 7282 members 
Mstep: Class 14 contains 10031 members 
Mstep: Class 15 contains 2563 members 
Mstep: Class 16 contains 45251 members 
Mstep: Class 17 contains 6559 members 
Mstep: Class 18 contains 10618 members 
Mstep: Class 19 contains 37173 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18503 members 
Mstep: Class 22 contains 10471 members 
Mstep: Class 23 contains 8878 members 
Mstep: Class 24 contains 5331 members 
Mstep: Class 25 contains 29488 members 
Mstep: Class 26 contains 24922 members 
Mstep: Class 27 contains 16134 members 
Mstep: Class 28 contains 108108 members 
Mstep: Class 29 contains 27206 members 
Mstep: Class 30 contains 2308 members 
Mstep: Class 31 contains 2330 members 
Mstep: Class 32 contains 8204 members 
Mstep: Class 33 contains 578731 members 
Mstep: Class 34 contains 62706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988208.000000 Penalty: 119701.210938
Iteration 257Q: 35 clusters Score -1.119882e+08 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 8436 members 
Mstep: Class 3 contains 12267 members 
Mstep: Class 4 contains 10491 members 
Mstep: Class 5 contains 38153 members 
Mstep: Class 6 contains 77662 members 
Mstep: Class 7 contains 11415 members 
Mstep: Class 8 contains 2281 members 
Mstep: Class 9 contains 69448 members 
Mstep: Class 10 contains 17280 members 
Mstep: Class 11 contains 151955 members 
Mstep: Class 12 contains 27837 members 
Mstep: Class 13 contains 7280 members 
Mstep: Class 14 contains 10031 members 
Mstep: Class 15 contains 2563 members 
Mstep: Class 16 contains 45251 members 
Mstep: Class 17 contains 6559 members 
Mstep: Class 18 contains 10617 members 
Mstep: Class 19 contains 37173 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18497 members 
Mstep: Class 22 contains 10470 members 
Mstep: Class 23 contains 8878 members 
Mstep: Class 24 contains 5331 members 
Mstep: Class 25 contains 29490 members 
Mstep: Class 26 contains 24921 members 
Mstep: Class 27 contains 16134 members 
Mstep: Class 28 contains 108160 members 
Mstep: Class 29 contains 27208 members 
Mstep: Class 30 contains 2307 members 
Mstep: Class 31 contains 2330 members 
Mstep: Class 32 contains 8204 members 
Mstep: Class 33 contains 578668 members 
Mstep: Class 34 contains 62702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988152.000000 Penalty: 119701.210938
Iteration 258Q: 35 clusters Score -1.119882e+08 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 8437 members 
Mstep: Class 3 contains 12274 members 
Mstep: Class 4 contains 10490 members 
Mstep: Class 5 contains 38195 members 
Mstep: Class 6 contains 77658 members 
Mstep: Class 7 contains 11415 members 
Mstep: Class 8 contains 2281 members 
Mstep: Class 9 contains 69432 members 
Mstep: Class 10 contains 17282 members 
Mstep: Class 11 contains 151953 members 
Mstep: Class 12 contains 27835 members 
Mstep: Class 13 contains 7279 members 
Mstep: Class 14 contains 10031 members 
Mstep: Class 15 contains 2563 members 
Mstep: Class 16 contains 45252 members 
Mstep: Class 17 contains 6559 members 
Mstep: Class 18 contains 10619 members 
Mstep: Class 19 contains 37172 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18493 members 
Mstep: Class 22 contains 10472 members 
Mstep: Class 23 contains 8876 members 
Mstep: Class 24 contains 5331 members 
Mstep: Class 25 contains 29490 members 
Mstep: Class 26 contains 24919 members 
Mstep: Class 27 contains 16134 members 
Mstep: Class 28 contains 108215 members 
Mstep: Class 29 contains 27208 members 
Mstep: Class 30 contains 2307 members 
Mstep: Class 31 contains 2330 members 
Mstep: Class 32 contains 8204 members 
Mstep: Class 33 contains 578597 members 
Mstep: Class 34 contains 62698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988224.000000 Penalty: 119701.210938
Iteration 259Q: 35 clusters Score -1.119882e+08 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 8437 members 
Mstep: Class 3 contains 12284 members 
Mstep: Class 4 contains 10488 members 
Mstep: Class 5 contains 38245 members 
Mstep: Class 6 contains 77658 members 
Mstep: Class 7 contains 11416 members 
Mstep: Class 8 contains 2281 members 
Mstep: Class 9 contains 69425 members 
Mstep: Class 10 contains 17283 members 
Mstep: Class 11 contains 151951 members 
Mstep: Class 12 contains 27834 members 
Mstep: Class 13 contains 7277 members 
Mstep: Class 14 contains 10031 members 
Mstep: Class 15 contains 2563 members 
Mstep: Class 16 contains 45252 members 
Mstep: Class 17 contains 6559 members 
Mstep: Class 18 contains 10620 members 
Mstep: Class 19 contains 37176 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18490 members 
Mstep: Class 22 contains 10473 members 
Mstep: Class 23 contains 8875 members 
Mstep: Class 24 contains 5331 members 
Mstep: Class 25 contains 29494 members 
Mstep: Class 26 contains 24918 members 
Mstep: Class 27 contains 16133 members 
Mstep: Class 28 contains 108247 members 
Mstep: Class 29 contains 27208 members 
Mstep: Class 30 contains 2308 members 
Mstep: Class 31 contains 2330 members 
Mstep: Class 32 contains 8204 members 
Mstep: Class 33 contains 578511 members 
Mstep: Class 34 contains 62699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988128.000000 Penalty: 119701.210938
Iteration 260F: 35 clusters Score -1.119881e+08 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 8437 members 
Mstep: Class 3 contains 12295 members 
Mstep: Class 4 contains 10487 members 
Mstep: Class 5 contains 38310 members 
Mstep: Class 6 contains 77657 members 
Mstep: Class 7 contains 11417 members 
Mstep: Class 8 contains 2281 members 
Mstep: Class 9 contains 69416 members 
Mstep: Class 10 contains 17283 members 
Mstep: Class 11 contains 151951 members 
Mstep: Class 12 contains 27833 members 
Mstep: Class 13 contains 7276 members 
Mstep: Class 14 contains 10031 members 
Mstep: Class 15 contains 2563 members 
Mstep: Class 16 contains 45251 members 
Mstep: Class 17 contains 6559 members 
Mstep: Class 18 contains 10621 members 
Mstep: Class 19 contains 37183 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18483 members 
Mstep: Class 22 contains 10470 members 
Mstep: Class 23 contains 8875 members 
Mstep: Class 24 contains 5331 members 
Mstep: Class 25 contains 29494 members 
Mstep: Class 26 contains 24918 members 
Mstep: Class 27 contains 16131 members 
Mstep: Class 28 contains 108269 members 
Mstep: Class 29 contains 27208 members 
Mstep: Class 30 contains 2309 members 
Mstep: Class 31 contains 2330 members 
Mstep: Class 32 contains 8204 members 
Mstep: Class 33 contains 578436 members 
Mstep: Class 34 contains 62696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988304.000000 Penalty: 119701.210938
Iteration 261Q: 35 clusters Score -1.119883e+08 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 8437 members 
Mstep: Class 3 contains 12306 members 
Mstep: Class 4 contains 10486 members 
Mstep: Class 5 contains 38370 members 
Mstep: Class 6 contains 77657 members 
Mstep: Class 7 contains 11418 members 
Mstep: Class 8 contains 2281 members 
Mstep: Class 9 contains 69411 members 
Mstep: Class 10 contains 17283 members 
Mstep: Class 11 contains 151949 members 
Mstep: Class 12 contains 27833 members 
Mstep: Class 13 contains 7274 members 
Mstep: Class 14 contains 10031 members 
Mstep: Class 15 contains 2563 members 
Mstep: Class 16 contains 45252 members 
Mstep: Class 17 contains 6559 members 
Mstep: Class 18 contains 10621 members 
Mstep: Class 19 contains 37195 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18477 members 
Mstep: Class 22 contains 10468 members 
Mstep: Class 23 contains 8874 members 
Mstep: Class 24 contains 5331 members 
Mstep: Class 25 contains 29496 members 
Mstep: Class 26 contains 24917 members 
Mstep: Class 27 contains 16128 members 
Mstep: Class 28 contains 108285 members 
Mstep: Class 29 contains 27208 members 
Mstep: Class 30 contains 2311 members 
Mstep: Class 31 contains 2330 members 
Mstep: Class 32 contains 8204 members 
Mstep: Class 33 contains 578354 members 
Mstep: Class 34 contains 62695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988312.000000 Penalty: 119701.210938
Iteration 262Q: 35 clusters Score -1.119883e+08 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 8437 members 
Mstep: Class 3 contains 12314 members 
Mstep: Class 4 contains 10485 members 
Mstep: Class 5 contains 38427 members 
Mstep: Class 6 contains 77658 members 
Mstep: Class 7 contains 11418 members 
Mstep: Class 8 contains 2281 members 
Mstep: Class 9 contains 69404 members 
Mstep: Class 10 contains 17281 members 
Mstep: Class 11 contains 151953 members 
Mstep: Class 12 contains 27831 members 
Mstep: Class 13 contains 7273 members 
Mstep: Class 14 contains 10031 members 
Mstep: Class 15 contains 2563 members 
Mstep: Class 16 contains 45252 members 
Mstep: Class 17 contains 6560 members 
Mstep: Class 18 contains 10622 members 
Mstep: Class 19 contains 37195 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18480 members 
Mstep: Class 22 contains 10463 members 
Mstep: Class 23 contains 8873 members 
Mstep: Class 24 contains 5331 members 
Mstep: Class 25 contains 29499 members 
Mstep: Class 26 contains 24916 members 
Mstep: Class 27 contains 16128 members 
Mstep: Class 28 contains 108319 members 
Mstep: Class 29 contains 27210 members 
Mstep: Class 30 contains 2311 members 
Mstep: Class 31 contains 2330 members 
Mstep: Class 32 contains 8204 members 
Mstep: Class 33 contains 578260 members 
Mstep: Class 34 contains 62694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988240.000000 Penalty: 119701.210938
Iteration 263Q: 35 clusters Score -1.119882e+08 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 8437 members 
Mstep: Class 3 contains 12322 members 
Mstep: Class 4 contains 10478 members 
Mstep: Class 5 contains 38479 members 
Mstep: Class 6 contains 77657 members 
Mstep: Class 7 contains 11417 members 
Mstep: Class 8 contains 2281 members 
Mstep: Class 9 contains 69397 members 
Mstep: Class 10 contains 17279 members 
Mstep: Class 11 contains 151950 members 
Mstep: Class 12 contains 27829 members 
Mstep: Class 13 contains 7272 members 
Mstep: Class 14 contains 10031 members 
Mstep: Class 15 contains 2563 members 
Mstep: Class 16 contains 45252 members 
Mstep: Class 17 contains 6560 members 
Mstep: Class 18 contains 10622 members 
Mstep: Class 19 contains 37200 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18479 members 
Mstep: Class 22 contains 10462 members 
Mstep: Class 23 contains 8873 members 
Mstep: Class 24 contains 5331 members 
Mstep: Class 25 contains 29503 members 
Mstep: Class 26 contains 24914 members 
Mstep: Class 27 contains 16128 members 
Mstep: Class 28 contains 108366 members 
Mstep: Class 29 contains 27212 members 
Mstep: Class 30 contains 2312 members 
Mstep: Class 31 contains 2329 members 
Mstep: Class 32 contains 8204 members 
Mstep: Class 33 contains 578171 members 
Mstep: Class 34 contains 62692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988344.000000 Penalty: 119701.210938
Iteration 264Q: 35 clusters Score -1.119883e+08 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 8437 members 
Mstep: Class 3 contains 12334 members 
Mstep: Class 4 contains 10476 members 
Mstep: Class 5 contains 38526 members 
Mstep: Class 6 contains 77655 members 
Mstep: Class 7 contains 11416 members 
Mstep: Class 8 contains 2281 members 
Mstep: Class 9 contains 69384 members 
Mstep: Class 10 contains 17277 members 
Mstep: Class 11 contains 151944 members 
Mstep: Class 12 contains 27827 members 
Mstep: Class 13 contains 7270 members 
Mstep: Class 14 contains 10032 members 
Mstep: Class 15 contains 2563 members 
Mstep: Class 16 contains 45253 members 
Mstep: Class 17 contains 6559 members 
Mstep: Class 18 contains 10621 members 
Mstep: Class 19 contains 37207 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18472 members 
Mstep: Class 22 contains 10461 members 
Mstep: Class 23 contains 8873 members 
Mstep: Class 24 contains 5330 members 
Mstep: Class 25 contains 29503 members 
Mstep: Class 26 contains 24916 members 
Mstep: Class 27 contains 16128 members 
Mstep: Class 28 contains 108420 members 
Mstep: Class 29 contains 27212 members 
Mstep: Class 30 contains 2312 members 
Mstep: Class 31 contains 2329 members 
Mstep: Class 32 contains 8204 members 
Mstep: Class 33 contains 578095 members 
Mstep: Class 34 contains 62687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988488.000000 Penalty: 119701.210938
Iteration 265Q: 35 clusters Score -1.119885e+08 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 8437 members 
Mstep: Class 3 contains 12342 members 
Mstep: Class 4 contains 10476 members 
Mstep: Class 5 contains 38578 members 
Mstep: Class 6 contains 77651 members 
Mstep: Class 7 contains 11415 members 
Mstep: Class 8 contains 2281 members 
Mstep: Class 9 contains 69370 members 
Mstep: Class 10 contains 17275 members 
Mstep: Class 11 contains 151943 members 
Mstep: Class 12 contains 27826 members 
Mstep: Class 13 contains 7270 members 
Mstep: Class 14 contains 10032 members 
Mstep: Class 15 contains 2563 members 
Mstep: Class 16 contains 45253 members 
Mstep: Class 17 contains 6558 members 
Mstep: Class 18 contains 10622 members 
Mstep: Class 19 contains 37210 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18463 members 
Mstep: Class 22 contains 10461 members 
Mstep: Class 23 contains 8871 members 
Mstep: Class 24 contains 5330 members 
Mstep: Class 25 contains 29500 members 
Mstep: Class 26 contains 24917 members 
Mstep: Class 27 contains 16127 members 
Mstep: Class 28 contains 108484 members 
Mstep: Class 29 contains 27219 members 
Mstep: Class 30 contains 2312 members 
Mstep: Class 31 contains 2329 members 
Mstep: Class 32 contains 8204 members 
Mstep: Class 33 contains 578010 members 
Mstep: Class 34 contains 62678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988424.000000 Penalty: 119701.210938
Iteration 266Q: 35 clusters Score -1.119884e+08 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 8437 members 
Mstep: Class 3 contains 12356 members 
Mstep: Class 4 contains 10476 members 
Mstep: Class 5 contains 38618 members 
Mstep: Class 6 contains 77646 members 
Mstep: Class 7 contains 11412 members 
Mstep: Class 8 contains 2281 members 
Mstep: Class 9 contains 69358 members 
Mstep: Class 10 contains 17273 members 
Mstep: Class 11 contains 151941 members 
Mstep: Class 12 contains 27826 members 
Mstep: Class 13 contains 7270 members 
Mstep: Class 14 contains 10033 members 
Mstep: Class 15 contains 2563 members 
Mstep: Class 16 contains 45253 members 
Mstep: Class 17 contains 6558 members 
Mstep: Class 18 contains 10622 members 
Mstep: Class 19 contains 37211 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18454 members 
Mstep: Class 22 contains 10459 members 
Mstep: Class 23 contains 8870 members 
Mstep: Class 24 contains 5330 members 
Mstep: Class 25 contains 29500 members 
Mstep: Class 26 contains 24911 members 
Mstep: Class 27 contains 16124 members 
Mstep: Class 28 contains 108555 members 
Mstep: Class 29 contains 27225 members 
Mstep: Class 30 contains 2312 members 
Mstep: Class 31 contains 2329 members 
Mstep: Class 32 contains 8204 members 
Mstep: Class 33 contains 577927 members 
Mstep: Class 34 contains 62676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988496.000000 Penalty: 119701.210938
Iteration 267Q: 35 clusters Score -1.119885e+08 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 8437 members 
Mstep: Class 3 contains 12365 members 
Mstep: Class 4 contains 10474 members 
Mstep: Class 5 contains 38655 members 
Mstep: Class 6 contains 77639 members 
Mstep: Class 7 contains 11406 members 
Mstep: Class 8 contains 2281 members 
Mstep: Class 9 contains 69350 members 
Mstep: Class 10 contains 17273 members 
Mstep: Class 11 contains 151940 members 
Mstep: Class 12 contains 27826 members 
Mstep: Class 13 contains 7270 members 
Mstep: Class 14 contains 10034 members 
Mstep: Class 15 contains 2563 members 
Mstep: Class 16 contains 45254 members 
Mstep: Class 17 contains 6558 members 
Mstep: Class 18 contains 10621 members 
Mstep: Class 19 contains 37217 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18449 members 
Mstep: Class 22 contains 10457 members 
Mstep: Class 23 contains 8870 members 
Mstep: Class 24 contains 5329 members 
Mstep: Class 25 contains 29501 members 
Mstep: Class 26 contains 24907 members 
Mstep: Class 27 contains 16125 members 
Mstep: Class 28 contains 108630 members 
Mstep: Class 29 contains 27229 members 
Mstep: Class 30 contains 2312 members 
Mstep: Class 31 contains 2329 members 
Mstep: Class 32 contains 8204 members 
Mstep: Class 33 contains 577833 members 
Mstep: Class 34 contains 62675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988384.000000 Penalty: 119701.210938
Iteration 268Q: 35 clusters Score -1.119884e+08 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 8437 members 
Mstep: Class 3 contains 12376 members 
Mstep: Class 4 contains 10476 members 
Mstep: Class 5 contains 38694 members 
Mstep: Class 6 contains 77636 members 
Mstep: Class 7 contains 11398 members 
Mstep: Class 8 contains 2281 members 
Mstep: Class 9 contains 69340 members 
Mstep: Class 10 contains 17273 members 
Mstep: Class 11 contains 151936 members 
Mstep: Class 12 contains 27826 members 
Mstep: Class 13 contains 7270 members 
Mstep: Class 14 contains 10035 members 
Mstep: Class 15 contains 2563 members 
Mstep: Class 16 contains 45256 members 
Mstep: Class 17 contains 6557 members 
Mstep: Class 18 contains 10621 members 
Mstep: Class 19 contains 37222 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18449 members 
Mstep: Class 22 contains 10454 members 
Mstep: Class 23 contains 8870 members 
Mstep: Class 24 contains 5329 members 
Mstep: Class 25 contains 29502 members 
Mstep: Class 26 contains 24906 members 
Mstep: Class 27 contains 16125 members 
Mstep: Class 28 contains 108689 members 
Mstep: Class 29 contains 27230 members 
Mstep: Class 30 contains 2312 members 
Mstep: Class 31 contains 2329 members 
Mstep: Class 32 contains 8204 members 
Mstep: Class 33 contains 577745 members 
Mstep: Class 34 contains 62673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988328.000000 Penalty: 119701.210938
Iteration 269Q: 35 clusters Score -1.119883e+08 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 8437 members 
Mstep: Class 3 contains 12382 members 
Mstep: Class 4 contains 10478 members 
Mstep: Class 5 contains 38724 members 
Mstep: Class 6 contains 77635 members 
Mstep: Class 7 contains 11390 members 
Mstep: Class 8 contains 2281 members 
Mstep: Class 9 contains 69326 members 
Mstep: Class 10 contains 17273 members 
Mstep: Class 11 contains 151937 members 
Mstep: Class 12 contains 27824 members 
Mstep: Class 13 contains 7270 members 
Mstep: Class 14 contains 10035 members 
Mstep: Class 15 contains 2563 members 
Mstep: Class 16 contains 45257 members 
Mstep: Class 17 contains 6557 members 
Mstep: Class 18 contains 10621 members 
Mstep: Class 19 contains 37226 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18450 members 
Mstep: Class 22 contains 10450 members 
Mstep: Class 23 contains 8870 members 
Mstep: Class 24 contains 5329 members 
Mstep: Class 25 contains 29508 members 
Mstep: Class 26 contains 24903 members 
Mstep: Class 27 contains 16123 members 
Mstep: Class 28 contains 108765 members 
Mstep: Class 29 contains 27231 members 
Mstep: Class 30 contains 2312 members 
Mstep: Class 31 contains 2329 members 
Mstep: Class 32 contains 8204 members 
Mstep: Class 33 contains 577652 members 
Mstep: Class 34 contains 62672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988336.000000 Penalty: 119701.210938
Iteration 270Q: 35 clusters Score -1.119883e+08 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 8437 members 
Mstep: Class 3 contains 12394 members 
Mstep: Class 4 contains 10479 members 
Mstep: Class 5 contains 38750 members 
Mstep: Class 6 contains 77639 members 
Mstep: Class 7 contains 11378 members 
Mstep: Class 8 contains 2281 members 
Mstep: Class 9 contains 69312 members 
Mstep: Class 10 contains 17273 members 
Mstep: Class 11 contains 151940 members 
Mstep: Class 12 contains 27821 members 
Mstep: Class 13 contains 7270 members 
Mstep: Class 14 contains 10035 members 
Mstep: Class 15 contains 2563 members 
Mstep: Class 16 contains 45260 members 
Mstep: Class 17 contains 6555 members 
Mstep: Class 18 contains 10623 members 
Mstep: Class 19 contains 37234 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18448 members 
Mstep: Class 22 contains 10446 members 
Mstep: Class 23 contains 8870 members 
Mstep: Class 24 contains 5329 members 
Mstep: Class 25 contains 29512 members 
Mstep: Class 26 contains 24899 members 
Mstep: Class 27 contains 16120 members 
Mstep: Class 28 contains 108829 members 
Mstep: Class 29 contains 27234 members 
Mstep: Class 30 contains 2312 members 
Mstep: Class 31 contains 2329 members 
Mstep: Class 32 contains 8204 members 
Mstep: Class 33 contains 577569 members 
Mstep: Class 34 contains 62668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988368.000000 Penalty: 119701.210938
Iteration 271Q: 35 clusters Score -1.119884e+08 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 8437 members 
Mstep: Class 3 contains 12401 members 
Mstep: Class 4 contains 10475 members 
Mstep: Class 5 contains 38773 members 
Mstep: Class 6 contains 77641 members 
Mstep: Class 7 contains 11369 members 
Mstep: Class 8 contains 2281 members 
Mstep: Class 9 contains 69294 members 
Mstep: Class 10 contains 17273 members 
Mstep: Class 11 contains 151942 members 
Mstep: Class 12 contains 27820 members 
Mstep: Class 13 contains 7270 members 
Mstep: Class 14 contains 10035 members 
Mstep: Class 15 contains 2563 members 
Mstep: Class 16 contains 45260 members 
Mstep: Class 17 contains 6554 members 
Mstep: Class 18 contains 10621 members 
Mstep: Class 19 contains 37237 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18448 members 
Mstep: Class 22 contains 10446 members 
Mstep: Class 23 contains 8870 members 
Mstep: Class 24 contains 5329 members 
Mstep: Class 25 contains 29510 members 
Mstep: Class 26 contains 24898 members 
Mstep: Class 27 contains 16113 members 
Mstep: Class 28 contains 108910 members 
Mstep: Class 29 contains 27237 members 
Mstep: Class 30 contains 2312 members 
Mstep: Class 31 contains 2329 members 
Mstep: Class 32 contains 8204 members 
Mstep: Class 33 contains 577494 members 
Mstep: Class 34 contains 62665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988216.000000 Penalty: 119701.210938
Iteration 272Q: 35 clusters Score -1.119882e+08 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 8437 members 
Mstep: Class 3 contains 12411 members 
Mstep: Class 4 contains 10479 members 
Mstep: Class 5 contains 38793 members 
Mstep: Class 6 contains 77638 members 
Mstep: Class 7 contains 11366 members 
Mstep: Class 8 contains 2281 members 
Mstep: Class 9 contains 69286 members 
Mstep: Class 10 contains 17274 members 
Mstep: Class 11 contains 151943 members 
Mstep: Class 12 contains 27819 members 
Mstep: Class 13 contains 7270 members 
Mstep: Class 14 contains 10036 members 
Mstep: Class 15 contains 2563 members 
Mstep: Class 16 contains 45259 members 
Mstep: Class 17 contains 6552 members 
Mstep: Class 18 contains 10619 members 
Mstep: Class 19 contains 37231 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18448 members 
Mstep: Class 22 contains 10445 members 
Mstep: Class 23 contains 8870 members 
Mstep: Class 24 contains 5330 members 
Mstep: Class 25 contains 29514 members 
Mstep: Class 26 contains 24899 members 
Mstep: Class 27 contains 16106 members 
Mstep: Class 28 contains 108992 members 
Mstep: Class 29 contains 27243 members 
Mstep: Class 30 contains 2312 members 
Mstep: Class 31 contains 2329 members 
Mstep: Class 32 contains 8204 members 
Mstep: Class 33 contains 577402 members 
Mstep: Class 34 contains 62660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988288.000000 Penalty: 119701.210938
Iteration 273Q: 35 clusters Score -1.119883e+08 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 8437 members 
Mstep: Class 3 contains 12421 members 
Mstep: Class 4 contains 10479 members 
Mstep: Class 5 contains 38825 members 
Mstep: Class 6 contains 77640 members 
Mstep: Class 7 contains 11359 members 
Mstep: Class 8 contains 2281 members 
Mstep: Class 9 contains 69269 members 
Mstep: Class 10 contains 17275 members 
Mstep: Class 11 contains 151944 members 
Mstep: Class 12 contains 27819 members 
Mstep: Class 13 contains 7270 members 
Mstep: Class 14 contains 10036 members 
Mstep: Class 15 contains 2563 members 
Mstep: Class 16 contains 45258 members 
Mstep: Class 17 contains 6552 members 
Mstep: Class 18 contains 10620 members 
Mstep: Class 19 contains 37228 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18445 members 
Mstep: Class 22 contains 10442 members 
Mstep: Class 23 contains 8868 members 
Mstep: Class 24 contains 5330 members 
Mstep: Class 25 contains 29516 members 
Mstep: Class 26 contains 24901 members 
Mstep: Class 27 contains 16099 members 
Mstep: Class 28 contains 109086 members 
Mstep: Class 29 contains 27250 members 
Mstep: Class 30 contains 2312 members 
Mstep: Class 31 contains 2328 members 
Mstep: Class 32 contains 8204 members 
Mstep: Class 33 contains 577302 members 
Mstep: Class 34 contains 62652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988336.000000 Penalty: 119701.210938
Iteration 274Q: 35 clusters Score -1.119883e+08 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 8437 members 
Mstep: Class 3 contains 12428 members 
Mstep: Class 4 contains 10474 members 
Mstep: Class 5 contains 38861 members 
Mstep: Class 6 contains 77640 members 
Mstep: Class 7 contains 11353 members 
Mstep: Class 8 contains 2281 members 
Mstep: Class 9 contains 69257 members 
Mstep: Class 10 contains 17275 members 
Mstep: Class 11 contains 151942 members 
Mstep: Class 12 contains 27819 members 
Mstep: Class 13 contains 7270 members 
Mstep: Class 14 contains 10036 members 
Mstep: Class 15 contains 2563 members 
Mstep: Class 16 contains 45257 members 
Mstep: Class 17 contains 6552 members 
Mstep: Class 18 contains 10617 members 
Mstep: Class 19 contains 37229 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18441 members 
Mstep: Class 22 contains 10441 members 
Mstep: Class 23 contains 8867 members 
Mstep: Class 24 contains 5330 members 
Mstep: Class 25 contains 29515 members 
Mstep: Class 26 contains 24904 members 
Mstep: Class 27 contains 16097 members 
Mstep: Class 28 contains 109154 members 
Mstep: Class 29 contains 27254 members 
Mstep: Class 30 contains 2312 members 
Mstep: Class 31 contains 2328 members 
Mstep: Class 32 contains 8204 members 
Mstep: Class 33 contains 577229 members 
Mstep: Class 34 contains 62644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988360.000000 Penalty: 119701.210938
Iteration 275Q: 35 clusters Score -1.119884e+08 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 8437 members 
Mstep: Class 3 contains 12438 members 
Mstep: Class 4 contains 10473 members 
Mstep: Class 5 contains 38900 members 
Mstep: Class 6 contains 77639 members 
Mstep: Class 7 contains 11350 members 
Mstep: Class 8 contains 2281 members 
Mstep: Class 9 contains 69238 members 
Mstep: Class 10 contains 17277 members 
Mstep: Class 11 contains 151945 members 
Mstep: Class 12 contains 27818 members 
Mstep: Class 13 contains 7270 members 
Mstep: Class 14 contains 10036 members 
Mstep: Class 15 contains 2563 members 
Mstep: Class 16 contains 45256 members 
Mstep: Class 17 contains 6552 members 
Mstep: Class 18 contains 10618 members 
Mstep: Class 19 contains 37229 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18435 members 
Mstep: Class 22 contains 10438 members 
Mstep: Class 23 contains 8867 members 
Mstep: Class 24 contains 5329 members 
Mstep: Class 25 contains 29518 members 
Mstep: Class 26 contains 24903 members 
Mstep: Class 27 contains 16095 members 
Mstep: Class 28 contains 109217 members 
Mstep: Class 29 contains 27255 members 
Mstep: Class 30 contains 2312 members 
Mstep: Class 31 contains 2329 members 
Mstep: Class 32 contains 8204 members 
Mstep: Class 33 contains 577151 members 
Mstep: Class 34 contains 62639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988416.000000 Penalty: 119701.210938
Iteration 276Q: 35 clusters Score -1.119884e+08 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 8437 members 
Mstep: Class 3 contains 12449 members 
Mstep: Class 4 contains 10465 members 
Mstep: Class 5 contains 38939 members 
Mstep: Class 6 contains 77639 members 
Mstep: Class 7 contains 11347 members 
Mstep: Class 8 contains 2281 members 
Mstep: Class 9 contains 69220 members 
Mstep: Class 10 contains 17277 members 
Mstep: Class 11 contains 151951 members 
Mstep: Class 12 contains 27817 members 
Mstep: Class 13 contains 7270 members 
Mstep: Class 14 contains 10036 members 
Mstep: Class 15 contains 2563 members 
Mstep: Class 16 contains 45255 members 
Mstep: Class 17 contains 6552 members 
Mstep: Class 18 contains 10618 members 
Mstep: Class 19 contains 37232 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18427 members 
Mstep: Class 22 contains 10437 members 
Mstep: Class 23 contains 8867 members 
Mstep: Class 24 contains 5329 members 
Mstep: Class 25 contains 29518 members 
Mstep: Class 26 contains 24904 members 
Mstep: Class 27 contains 16094 members 
Mstep: Class 28 contains 109262 members 
Mstep: Class 29 contains 27259 members 
Mstep: Class 30 contains 2312 members 
Mstep: Class 31 contains 2331 members 
Mstep: Class 32 contains 8204 members 
Mstep: Class 33 contains 577090 members 
Mstep: Class 34 contains 62629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988224.000000 Penalty: 119701.210938
Iteration 277Q: 35 clusters Score -1.119882e+08 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 8437 members 
Mstep: Class 3 contains 12454 members 
Mstep: Class 4 contains 10470 members 
Mstep: Class 5 contains 38976 members 
Mstep: Class 6 contains 77636 members 
Mstep: Class 7 contains 11343 members 
Mstep: Class 8 contains 2281 members 
Mstep: Class 9 contains 69201 members 
Mstep: Class 10 contains 17274 members 
Mstep: Class 11 contains 151949 members 
Mstep: Class 12 contains 27816 members 
Mstep: Class 13 contains 7270 members 
Mstep: Class 14 contains 10035 members 
Mstep: Class 15 contains 2563 members 
Mstep: Class 16 contains 45253 members 
Mstep: Class 17 contains 6551 members 
Mstep: Class 18 contains 10617 members 
Mstep: Class 19 contains 37233 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18423 members 
Mstep: Class 22 contains 10433 members 
Mstep: Class 23 contains 8866 members 
Mstep: Class 24 contains 5329 members 
Mstep: Class 25 contains 29517 members 
Mstep: Class 26 contains 24904 members 
Mstep: Class 27 contains 16092 members 
Mstep: Class 28 contains 109309 members 
Mstep: Class 29 contains 27260 members 
Mstep: Class 30 contains 2312 members 
Mstep: Class 31 contains 2331 members 
Mstep: Class 32 contains 8204 members 
Mstep: Class 33 contains 577046 members 
Mstep: Class 34 contains 62626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988256.000000 Penalty: 119701.210938
Iteration 278Q: 35 clusters Score -1.119883e+08 nChanged 175
Entering ConstructFrom: 
Score: -111988256.000000 Penalty: 119701.210938
Entering ConstructFrom: 
Trying to split cluster 1 (9542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Entering Unmasked Estep 
Score: -702587.750000 Penalty: 2272.537842
	Iteration 0F: 2 clusters Score -702587.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -695188.187500 Penalty: 4545.075684
	Iteration 0F: 3 clusters Score -695188.2 nChanged 3912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -697458.062500 Penalty: 4545.075684
	Iteration 1F: 3 clusters Score -697458.1 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -697938.500000 Penalty: 4545.075684
	Iteration 2F: 3 clusters Score -697938.5 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -698433.250000 Penalty: 4545.075684
	Iteration 3F: 3 clusters Score -698433.2 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -699016.562500 Penalty: 4545.075684
	Iteration 4F: 3 clusters Score -699016.6 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -699581.250000 Penalty: 4545.075684
	Iteration 5F: 3 clusters Score -699581.2 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -700111.000000 Penalty: 4545.075684
	Iteration 6F: 3 clusters Score -700111 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -700666.062500 Penalty: 4545.075684
	Iteration 7F: 3 clusters Score -700666.1 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -701175.812500 Penalty: 4545.075684
	Iteration 8F: 3 clusters Score -701175.8 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -701600.250000 Penalty: 4545.075684
	Iteration 9Q: 3 clusters Score -701600.2 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -701914.562500 Penalty: 4545.075684
	Iteration 10Q: 3 clusters Score -701914.6 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -702157.062500 Penalty: 4545.075684
	Iteration 11Q: 3 clusters Score -702157.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -702360.125000 Penalty: 4545.075684
	Iteration 12Q: 3 clusters Score -702360.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -702533.000000 Penalty: 4545.075684
	Iteration 13Q: 3 clusters Score -702533 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -702670.750000 Penalty: 4545.075684
	Iteration 14Q: 3 clusters Score -702670.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -702823.125000 Penalty: 4545.075684
	Iteration 15Q: 3 clusters Score -702823.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -703002.250000 Penalty: 4545.075684
	Iteration 16Q: 3 clusters Score -703002.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -703161.437500 Penalty: 4545.075684
	Iteration 17Q: 3 clusters Score -703161.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -703271.250000 Penalty: 4545.075684
	Iteration 18Q: 3 clusters Score -703271.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -703329.312500 Penalty: 4545.075684
	Iteration 19Q: 3 clusters Score -703329.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -703357.562500 Penalty: 4545.075684
	Iteration 20F: 3 clusters Score -703357.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -703370.875000 Penalty: 4545.075684
	Iteration 21Q: 3 clusters Score -703370.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -703385.687500 Penalty: 4545.075684
	Iteration 22Q: 3 clusters Score -703385.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -703390.437500 Penalty: 4545.075684
	Iteration 23Q: 3 clusters Score -703390.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -703399.250000 Penalty: 4545.075684
	Iteration 24Q: 3 clusters Score -703399.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -703402.500000 Penalty: 4545.075684
	Iteration 25Q: 3 clusters Score -703402.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -703403.375000 Penalty: 4545.075684
	Iteration 26Q: 3 clusters Score -703403.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -703407.062500 Penalty: 4545.075684
	Iteration 27Q: 3 clusters Score -703407.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -703408.250000 Penalty: 4545.075684
	Iteration 28Q: 3 clusters Score -703408.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -703409.500000 Penalty: 4545.075684
	Iteration 29Q: 3 clusters Score -703409.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -703409.375000 Penalty: 4545.075684
	Iteration 30Q: 3 clusters Score -703409.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -703409.375000 Penalty: 4545.075684
	Iteration 31F: 3 clusters Score -703409.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 8437 members 
Mstep: Class 3 contains 12459 members 
Mstep: Class 4 contains 10474 members 
Mstep: Class 5 contains 39006 members 
Mstep: Class 6 contains 77635 members 
Mstep: Class 7 contains 11342 members 
Mstep: Class 8 contains 2281 members 
Mstep: Class 9 contains 69184 members 
Mstep: Class 10 contains 17273 members 
Mstep: Class 11 contains 151949 members 
Mstep: Class 12 contains 27817 members 
Mstep: Class 13 contains 7270 members 
Mstep: Class 14 contains 10035 members 
Mstep: Class 15 contains 2563 members 
Mstep: Class 16 contains 45253 members 
Mstep: Class 17 contains 6549 members 
Mstep: Class 18 contains 10616 members 
Mstep: Class 19 contains 37230 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18421 members 
Mstep: Class 22 contains 10432 members 
Mstep: Class 23 contains 8864 members 
Mstep: Class 24 contains 5328 members 
Mstep: Class 25 contains 29521 members 
Mstep: Class 26 contains 24905 members 
Mstep: Class 27 contains 16091 members 
Mstep: Class 28 contains 109348 members 
Mstep: Class 29 contains 27254 members 
Mstep: Class 30 contains 2312 members 
Mstep: Class 31 contains 2331 members 
Mstep: Class 32 contains 8204 members 
Mstep: Class 33 contains 576998 members 
Mstep: Class 34 contains 62628 members 
Mstep: Class 35 contains 4182 members 
Entering Unmasked Estep 
Score: -111987512.000000 Penalty: 123221.835938
Splitting cluster 1 changes total score from -111988256.000000 to -111987512.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (8437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Entering Unmasked Estep 
Score: -650371.687500 Penalty: 2242.014893
	Iteration 0F: 2 clusters Score -650371.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -643682.375000 Penalty: 4484.029785
	Iteration 0F: 3 clusters Score -643682.4 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -645592.875000 Penalty: 4484.029785
	Iteration 1F: 3 clusters Score -645592.9 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -645913.437500 Penalty: 4484.029785
	Iteration 2F: 3 clusters Score -645913.4 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -646157.375000 Penalty: 4484.029785
	Iteration 3F: 3 clusters Score -646157.4 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -646354.937500 Penalty: 4484.029785
	Iteration 4Q: 3 clusters Score -646354.9 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -646553.125000 Penalty: 4484.029785
	Iteration 5Q: 3 clusters Score -646553.1 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -646775.250000 Penalty: 4484.029785
	Iteration 6Q: 3 clusters Score -646775.2 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -646995.125000 Penalty: 4484.029785
	Iteration 7Q: 3 clusters Score -646995.1 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -647218.250000 Penalty: 4484.029785
	Iteration 8Q: 3 clusters Score -647218.2 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -647446.000000 Penalty: 4484.029785
	Iteration 9Q: 3 clusters Score -647446 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -647636.937500 Penalty: 4484.029785
	Iteration 10Q: 3 clusters Score -647636.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -647801.937500 Penalty: 4484.029785
	Iteration 11Q: 3 clusters Score -647801.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -647947.375000 Penalty: 4484.029785
	Iteration 12Q: 3 clusters Score -647947.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -648067.250000 Penalty: 4484.029785
	Iteration 13Q: 3 clusters Score -648067.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -648164.250000 Penalty: 4484.029785
	Iteration 14Q: 3 clusters Score -648164.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -648227.125000 Penalty: 4484.029785
	Iteration 15Q: 3 clusters Score -648227.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -648271.187500 Penalty: 4484.029785
	Iteration 16Q: 3 clusters Score -648271.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -648306.500000 Penalty: 4484.029785
	Iteration 17Q: 3 clusters Score -648306.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -648345.187500 Penalty: 4484.029785
	Iteration 18Q: 3 clusters Score -648345.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -648376.125000 Penalty: 4484.029785
	Iteration 19Q: 3 clusters Score -648376.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -648411.937500 Penalty: 4484.029785
	Iteration 20F: 3 clusters Score -648411.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -648453.000000 Penalty: 4484.029785
	Iteration 21Q: 3 clusters Score -648453 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -648498.562500 Penalty: 4484.029785
	Iteration 22Q: 3 clusters Score -648498.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -648528.375000 Penalty: 4484.029785
	Iteration 23Q: 3 clusters Score -648528.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -648548.500000 Penalty: 4484.029785
	Iteration 24Q: 3 clusters Score -648548.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -648562.437500 Penalty: 4484.029785
	Iteration 25Q: 3 clusters Score -648562.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -648571.250000 Penalty: 4484.029785
	Iteration 26Q: 3 clusters Score -648571.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -648581.062500 Penalty: 4484.029785
	Iteration 27Q: 3 clusters Score -648581.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -648590.875000 Penalty: 4484.029785
	Iteration 28Q: 3 clusters Score -648590.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -648599.812500 Penalty: 4484.029785
	Iteration 29Q: 3 clusters Score -648599.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -648607.500000 Penalty: 4484.029785
	Iteration 30Q: 3 clusters Score -648607.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -648613.062500 Penalty: 4484.029785
	Iteration 31Q: 3 clusters Score -648613.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -648615.875000 Penalty: 4484.029785
	Iteration 32Q: 3 clusters Score -648615.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -648619.125000 Penalty: 4484.029785
	Iteration 33Q: 3 clusters Score -648619.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -648619.625000 Penalty: 4484.029785
	Iteration 34Q: 3 clusters Score -648619.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -648620.062500 Penalty: 4484.029785
	Iteration 35Q: 3 clusters Score -648620.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -648620.062500 Penalty: 4484.029785
	Iteration 36F: 3 clusters Score -648620.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Entering Unmasked Estep 
Score: -1041299.125000 Penalty: 2338.689209
	Iteration 0F: 2 clusters Score -1041299 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1032056.312500 Penalty: 4677.378418
	Iteration 0F: 3 clusters Score -1032056 nChanged 5288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1034830.562500 Penalty: 4677.378418
	Iteration 1F: 3 clusters Score -1034831 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1035120.500000 Penalty: 4677.378418
	Iteration 2F: 3 clusters Score -1035120 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1035337.125000 Penalty: 4677.378418
	Iteration 3Q: 3 clusters Score -1035337 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1035492.250000 Penalty: 4677.378418
	Iteration 4Q: 3 clusters Score -1035492 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1035632.250000 Penalty: 4677.378418
	Iteration 5Q: 3 clusters Score -1035632 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1035748.125000 Penalty: 4677.378418
	Iteration 6Q: 3 clusters Score -1035748 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -1035879.375000 Penalty: 4677.378418
	Iteration 7Q: 3 clusters Score -1035879 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -1036022.375000 Penalty: 4677.378418
	Iteration 8Q: 3 clusters Score -1036022 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -1036207.687500 Penalty: 4677.378418
	Iteration 9Q: 3 clusters Score -1036208 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1036452.625000 Penalty: 4677.378418
	Iteration 10Q: 3 clusters Score -1036453 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -1036787.187500 Penalty: 4677.378418
	Iteration 11Q: 3 clusters Score -1036787 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -1037210.437500 Penalty: 4677.378418
	Iteration 12Q: 3 clusters Score -1037210 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -1037700.000000 Penalty: 4677.378418
	Iteration 13Q: 3 clusters Score -1037700 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -1038124.687500 Penalty: 4677.378418
	Iteration 14Q: 3 clusters Score -1038125 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -1038457.375000 Penalty: 4677.378418
	Iteration 15Q: 3 clusters Score -1038457 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -1038699.750000 Penalty: 4677.378418
	Iteration 16Q: 3 clusters Score -1038700 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -1038893.562500 Penalty: 4677.378418
	Iteration 17Q: 3 clusters Score -1038894 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -1039010.687500 Penalty: 4677.378418
	Iteration 18Q: 3 clusters Score -1039011 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -1039087.125000 Penalty: 4677.378418
	Iteration 19Q: 3 clusters Score -1039087 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -1039142.750000 Penalty: 4677.378418
	Iteration 20F: 3 clusters Score -1039143 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -1039179.687500 Penalty: 4677.378418
	Iteration 21Q: 3 clusters Score -1039180 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -1039207.812500 Penalty: 4677.378418
	Iteration 22Q: 3 clusters Score -1039208 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -1039220.187500 Penalty: 4677.378418
	Iteration 23Q: 3 clusters Score -1039220 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -1039232.062500 Penalty: 4677.378418
	Iteration 24Q: 3 clusters Score -1039232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -1039237.000000 Penalty: 4677.378418
	Iteration 25Q: 3 clusters Score -1039237 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -1039247.562500 Penalty: 4677.378418
	Iteration 26Q: 3 clusters Score -1039248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -1039252.875000 Penalty: 4677.378418
	Iteration 27Q: 3 clusters Score -1039253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -1039259.000000 Penalty: 4677.378418
	Iteration 28Q: 3 clusters Score -1039259 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -1039260.687500 Penalty: 4677.378418
	Iteration 29Q: 3 clusters Score -1039261 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -1039264.062500 Penalty: 4677.378418
	Iteration 30Q: 3 clusters Score -1039264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -1039266.187500 Penalty: 4677.378418
	Iteration 31Q: 3 clusters Score -1039266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -1039266.187500 Penalty: 4677.378418
	Iteration 32F: 3 clusters Score -1039266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Entering Unmasked Estep 
Score: -809934.812500 Penalty: 2295.649414
	Iteration 0F: 2 clusters Score -809934.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -801994.937500 Penalty: 4591.298828
	Iteration 0F: 3 clusters Score -801994.9 nChanged 4326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -804271.187500 Penalty: 4591.298828
	Iteration 1F: 3 clusters Score -804271.2 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -804559.125000 Penalty: 4591.298828
	Iteration 2F: 3 clusters Score -804559.1 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -804782.875000 Penalty: 4591.298828
	Iteration 3Q: 3 clusters Score -804782.9 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -804982.750000 Penalty: 4591.298828
	Iteration 4Q: 3 clusters Score -804982.8 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -805195.937500 Penalty: 4591.298828
	Iteration 5Q: 3 clusters Score -805195.9 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -805441.812500 Penalty: 4591.298828
	Iteration 6Q: 3 clusters Score -805441.8 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -805705.875000 Penalty: 4591.298828
	Iteration 7Q: 3 clusters Score -805705.9 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -806009.000000 Penalty: 4591.298828
	Iteration 8Q: 3 clusters Score -806009 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -806342.500000 Penalty: 4591.298828
	Iteration 9Q: 3 clusters Score -806342.5 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -806681.875000 Penalty: 4591.298828
	Iteration 10Q: 3 clusters Score -806681.9 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -807012.000000 Penalty: 4591.298828
	Iteration 11Q: 3 clusters Score -807012 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -807276.187500 Penalty: 4591.298828
	Iteration 12Q: 3 clusters Score -807276.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -807485.937500 Penalty: 4591.298828
	Iteration 13Q: 3 clusters Score -807485.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -807632.062500 Penalty: 4591.298828
	Iteration 14Q: 3 clusters Score -807632.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -807719.562500 Penalty: 4591.298828
	Iteration 15Q: 3 clusters Score -807719.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -807794.125000 Penalty: 4591.298828
	Iteration 16Q: 3 clusters Score -807794.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -807850.750000 Penalty: 4591.298828
	Iteration 17Q: 3 clusters Score -807850.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -807889.812500 Penalty: 4591.298828
	Iteration 18Q: 3 clusters Score -807889.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -807916.312500 Penalty: 4591.298828
	Iteration 19Q: 3 clusters Score -807916.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -807944.750000 Penalty: 4591.298828
	Iteration 20F: 3 clusters Score -807944.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -807978.125000 Penalty: 4591.298828
	Iteration 21Q: 3 clusters Score -807978.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -808005.250000 Penalty: 4591.298828
	Iteration 22Q: 3 clusters Score -808005.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -808026.437500 Penalty: 4591.298828
	Iteration 23Q: 3 clusters Score -808026.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -808041.312500 Penalty: 4591.298828
	Iteration 24Q: 3 clusters Score -808041.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -808052.625000 Penalty: 4591.298828
	Iteration 25Q: 3 clusters Score -808052.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -808062.812500 Penalty: 4591.298828
	Iteration 26Q: 3 clusters Score -808062.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -808070.125000 Penalty: 4591.298828
	Iteration 27Q: 3 clusters Score -808070.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -808074.812500 Penalty: 4591.298828
	Iteration 28Q: 3 clusters Score -808074.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -808078.312500 Penalty: 4591.298828
	Iteration 29Q: 3 clusters Score -808078.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -808083.062500 Penalty: 4591.298828
	Iteration 30Q: 3 clusters Score -808083.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -808084.312500 Penalty: 4591.298828
	Iteration 31Q: 3 clusters Score -808084.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -808084.812500 Penalty: 4591.298828
	Iteration 32Q: 3 clusters Score -808084.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -808084.812500 Penalty: 4591.298828
	Iteration 33F: 3 clusters Score -808084.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (39006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39006 members 
Entering Unmasked Estep 
Score: -3058094.250000 Penalty: 2621.724854
	Iteration 0F: 2 clusters Score -3058094 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19362 members 
Mstep: Class 2 contains 19644 members 
Entering Unmasked Estep 
Score: -3031522.250000 Penalty: 5243.449707
	Iteration 0F: 3 clusters Score -3031522 nChanged 17836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 20444 members 
Entering Unmasked Estep 
Score: -3041561.250000 Penalty: 5243.449707
	Iteration 1F: 3 clusters Score -3041561 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18070 members 
Mstep: Class 2 contains 20936 members 
Entering Unmasked Estep 
Score: -3042480.000000 Penalty: 5243.449707
	Iteration 2F: 3 clusters Score -3042480 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 21668 members 
Entering Unmasked Estep 
Score: -3043661.250000 Penalty: 5243.449707
	Iteration 3F: 3 clusters Score -3043661 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16447 members 
Mstep: Class 2 contains 22559 members 
Entering Unmasked Estep 
Score: -3045305.250000 Penalty: 5243.449707
	Iteration 4F: 3 clusters Score -3045305 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 23741 members 
Entering Unmasked Estep 
Score: -3047203.250000 Penalty: 5243.449707
	Iteration 5F: 3 clusters Score -3047203 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 25105 members 
Entering Unmasked Estep 
Score: -3049059.250000 Penalty: 5243.449707
	Iteration 6F: 3 clusters Score -3049059 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 26455 members 
Entering Unmasked Estep 
Score: -3050758.500000 Penalty: 5243.449707
	Iteration 7F: 3 clusters Score -3050758 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 27672 members 
Entering Unmasked Estep 
Score: -3052246.250000 Penalty: 5243.449707
	Iteration 8F: 3 clusters Score -3052246 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 28691 members 
Entering Unmasked Estep 
Score: -3053280.750000 Penalty: 5243.449707
	Iteration 9Q: 3 clusters Score -3053281 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 29568 members 
Entering Unmasked Estep 
Score: -3053973.500000 Penalty: 5243.449707
	Iteration 10Q: 3 clusters Score -3053974 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 30334 members 
Entering Unmasked Estep 
Score: -3054454.500000 Penalty: 5243.449707
	Iteration 11Q: 3 clusters Score -3054454 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 31050 members 
Entering Unmasked Estep 
Score: -3054885.500000 Penalty: 5243.449707
	Iteration 12Q: 3 clusters Score -3054886 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 31733 members 
Entering Unmasked Estep 
Score: -3055282.500000 Penalty: 5243.449707
	Iteration 13Q: 3 clusters Score -3055282 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 32374 members 
Entering Unmasked Estep 
Score: -3055606.750000 Penalty: 5243.449707
	Iteration 14Q: 3 clusters Score -3055607 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 32945 members 
Entering Unmasked Estep 
Score: -3055896.000000 Penalty: 5243.449707
	Iteration 15Q: 3 clusters Score -3055896 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 33482 members 
Entering Unmasked Estep 
Score: -3056202.250000 Penalty: 5243.449707
	Iteration 16Q: 3 clusters Score -3056202 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 33954 members 
Entering Unmasked Estep 
Score: -3056504.750000 Penalty: 5243.449707
	Iteration 17Q: 3 clusters Score -3056505 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 34368 members 
Entering Unmasked Estep 
Score: -3056776.250000 Penalty: 5243.449707
	Iteration 18Q: 3 clusters Score -3056776 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 34713 members 
Entering Unmasked Estep 
Score: -3056977.250000 Penalty: 5243.449707
	Iteration 19Q: 3 clusters Score -3056977 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 34986 members 
Entering Unmasked Estep 
Score: -3057149.500000 Penalty: 5243.449707
	Iteration 20F: 3 clusters Score -3057150 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 35213 members 
Entering Unmasked Estep 
Score: -3057250.000000 Penalty: 5243.449707
	Iteration 21Q: 3 clusters Score -3057250 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 35391 members 
Entering Unmasked Estep 
Score: -3057322.000000 Penalty: 5243.449707
	Iteration 22Q: 3 clusters Score -3057322 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 35530 members 
Entering Unmasked Estep 
Score: -3057361.000000 Penalty: 5243.449707
	Iteration 23Q: 3 clusters Score -3057361 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 35638 members 
Entering Unmasked Estep 
Score: -3057391.250000 Penalty: 5243.449707
	Iteration 24Q: 3 clusters Score -3057391 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 35738 members 
Entering Unmasked Estep 
Score: -3057415.250000 Penalty: 5243.449707
	Iteration 25Q: 3 clusters Score -3057415 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 35818 members 
Entering Unmasked Estep 
Score: -3057435.750000 Penalty: 5243.449707
	Iteration 26Q: 3 clusters Score -3057436 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 35875 members 
Entering Unmasked Estep 
Score: -3057445.250000 Penalty: 5243.449707
	Iteration 27Q: 3 clusters Score -3057445 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 35935 members 
Entering Unmasked Estep 
Score: -3057458.000000 Penalty: 5243.449707
	Iteration 28Q: 3 clusters Score -3057458 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 35981 members 
Entering Unmasked Estep 
Score: -3057468.250000 Penalty: 5243.449707
	Iteration 29Q: 3 clusters Score -3057468 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 36016 members 
Entering Unmasked Estep 
Score: -3057478.000000 Penalty: 5243.449707
	Iteration 30Q: 3 clusters Score -3057478 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 36047 members 
Entering Unmasked Estep 
Score: -3057496.000000 Penalty: 5243.449707
	Iteration 31Q: 3 clusters Score -3057496 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 36076 members 
Entering Unmasked Estep 
Score: -3057496.250000 Penalty: 5243.449707
	Iteration 32Q: 3 clusters Score -3057496 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 36092 members 
Entering Unmasked Estep 
Score: -3057491.250000 Penalty: 5243.449707
	Iteration 33Q: 3 clusters Score -3057491 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 36105 members 
Entering Unmasked Estep 
Score: -3057496.000000 Penalty: 5243.449707
	Iteration 34Q: 3 clusters Score -3057496 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 36120 members 
Entering Unmasked Estep 
Score: -3057493.500000 Penalty: 5243.449707
	Iteration 35Q: 3 clusters Score -3057494 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 36132 members 
Entering Unmasked Estep 
Score: -3057496.500000 Penalty: 5243.449707
	Iteration 36Q: 3 clusters Score -3057496 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 36142 members 
Entering Unmasked Estep 
Score: -3057500.250000 Penalty: 5243.449707
	Iteration 37Q: 3 clusters Score -3057500 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 36153 members 
Entering Unmasked Estep 
Score: -3057498.000000 Penalty: 5243.449707
	Iteration 38Q: 3 clusters Score -3057498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 36159 members 
Entering Unmasked Estep 
Score: -3057493.750000 Penalty: 5243.449707
	Iteration 39Q: 3 clusters Score -3057494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 36166 members 
Entering Unmasked Estep 
Score: -3057498.250000 Penalty: 5243.449707
	Iteration 40F: 3 clusters Score -3057498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 36170 members 
Entering Unmasked Estep 
Score: -3057496.250000 Penalty: 5243.449707
	Iteration 41Q: 3 clusters Score -3057496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 36173 members 
Entering Unmasked Estep 
Score: -3057494.000000 Penalty: 5243.449707
	Iteration 42Q: 3 clusters Score -3057494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 36179 members 
Entering Unmasked Estep 
Score: -3057497.000000 Penalty: 5243.449707
	Iteration 43Q: 3 clusters Score -3057497 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 36183 members 
Entering Unmasked Estep 
Score: -3057496.750000 Penalty: 5243.449707
	Iteration 44Q: 3 clusters Score -3057497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 36185 members 
Entering Unmasked Estep 
Score: -3057499.250000 Penalty: 5243.449707
	Iteration 45Q: 3 clusters Score -3057499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 36189 members 
Entering Unmasked Estep 
Score: -3057503.500000 Penalty: 5243.449707
	Iteration 46Q: 3 clusters Score -3057504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 36196 members 
Entering Unmasked Estep 
Score: -3057509.000000 Penalty: 5243.449707
	Iteration 47Q: 3 clusters Score -3057509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 36198 members 
Entering Unmasked Estep 
Score: -3057506.750000 Penalty: 5243.449707
	Iteration 48Q: 3 clusters Score -3057507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 36201 members 
Entering Unmasked Estep 
Score: -3057508.750000 Penalty: 5243.449707
	Iteration 49Q: 3 clusters Score -3057509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 36203 members 
Entering Unmasked Estep 
Score: -3057504.500000 Penalty: 5243.449707
	Iteration 50Q: 3 clusters Score -3057504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 36204 members 
Entering Unmasked Estep 
Score: -3057506.000000 Penalty: 5243.449707
	Iteration 51Q: 3 clusters Score -3057506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 36204 members 
Entering Unmasked Estep 
Score: -3057506.000000 Penalty: 5243.449707
	Iteration 52F: 3 clusters Score -3057506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (77635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77635 members 
Entering Unmasked Estep 
Score: -6306626.000000 Penalty: 2792.423828
	Iteration 0F: 2 clusters Score -6306626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39001 members 
Mstep: Class 2 contains 38634 members 
Entering Unmasked Estep 
Score: -6254637.500000 Penalty: 5584.847656
	Iteration 0F: 3 clusters Score -6254638 nChanged 36339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40742 members 
Mstep: Class 2 contains 36893 members 
Entering Unmasked Estep 
Score: -6275023.500000 Penalty: 5584.847656
	Iteration 1F: 3 clusters Score -6275024 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41962 members 
Mstep: Class 2 contains 35673 members 
Entering Unmasked Estep 
Score: -6275716.000000 Penalty: 5584.847656
	Iteration 2Q: 3 clusters Score -6275716 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43829 members 
Mstep: Class 2 contains 33806 members 
Entering Unmasked Estep 
Score: -6276610.500000 Penalty: 5584.847656
	Iteration 3Q: 3 clusters Score -6276610 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46573 members 
Mstep: Class 2 contains 31062 members 
Entering Unmasked Estep 
Score: -6277960.000000 Penalty: 5584.847656
	Iteration 4Q: 3 clusters Score -6277960 nChanged 4310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50609 members 
Mstep: Class 2 contains 27026 members 
Entering Unmasked Estep 
Score: -6280288.500000 Penalty: 5584.847656
	Iteration 5F: 3 clusters Score -6280288 nChanged 5781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56232 members 
Mstep: Class 2 contains 21403 members 
Entering Unmasked Estep 
Score: -6284446.000000 Penalty: 5584.847656
	Iteration 6F: 3 clusters Score -6284446 nChanged 7047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63219 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -6290811.000000 Penalty: 5584.847656
	Iteration 7F: 3 clusters Score -6290811 nChanged 6502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69687 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -6297321.500000 Penalty: 5584.847656
	Iteration 8F: 3 clusters Score -6297322 nChanged 4108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73781 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -6301364.500000 Penalty: 5584.847656
	Iteration 9F: 3 clusters Score -6301364 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75607 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -6303177.500000 Penalty: 5584.847656
	Iteration 10Q: 3 clusters Score -6303178 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76248 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -6303880.500000 Penalty: 5584.847656
	Iteration 11Q: 3 clusters Score -6303880 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76479 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -6304175.000000 Penalty: 5584.847656
	Iteration 12Q: 3 clusters Score -6304175 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76567 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -6304319.000000 Penalty: 5584.847656
	Iteration 13Q: 3 clusters Score -6304319 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76630 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -6304402.500000 Penalty: 5584.847656
	Iteration 14Q: 3 clusters Score -6304402 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76663 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -6304423.000000 Penalty: 5584.847656
	Iteration 15Q: 3 clusters Score -6304423 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76680 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -6304442.000000 Penalty: 5584.847656
	Iteration 16Q: 3 clusters Score -6304442 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76688 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -6304450.500000 Penalty: 5584.847656
	Iteration 17Q: 3 clusters Score -6304450 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76699 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -6304454.500000 Penalty: 5584.847656
	Iteration 18Q: 3 clusters Score -6304454 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76707 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -6304454.500000 Penalty: 5584.847656
	Iteration 19Q: 3 clusters Score -6304454 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76715 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -6304468.500000 Penalty: 5584.847656
	Iteration 20F: 3 clusters Score -6304468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76715 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -6304469.000000 Penalty: 5584.847656
	Iteration 21Q: 3 clusters Score -6304469 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76718 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -6304469.500000 Penalty: 5584.847656
	Iteration 22Q: 3 clusters Score -6304470 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76719 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -6304461.000000 Penalty: 5584.847656
	Iteration 23Q: 3 clusters Score -6304461 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76719 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -6304475.000000 Penalty: 5584.847656
	Iteration 24Q: 3 clusters Score -6304475 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76720 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -6304478.500000 Penalty: 5584.847656
	Iteration 25Q: 3 clusters Score -6304478 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76727 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -6304482.500000 Penalty: 5584.847656
	Iteration 26Q: 3 clusters Score -6304482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76731 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -6304479.000000 Penalty: 5584.847656
	Iteration 27Q: 3 clusters Score -6304479 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76733 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -6304478.000000 Penalty: 5584.847656
	Iteration 28Q: 3 clusters Score -6304478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76734 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -6304476.500000 Penalty: 5584.847656
	Iteration 29Q: 3 clusters Score -6304476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76735 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -6304472.000000 Penalty: 5584.847656
	Iteration 30Q: 3 clusters Score -6304472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76735 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -6304472.000000 Penalty: 5584.847656
	Iteration 31F: 3 clusters Score -6304472 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Entering Unmasked Estep 
Score: -924389.500000 Penalty: 2315.394287
	Iteration 0F: 2 clusters Score -924389.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -915814.937500 Penalty: 4630.788574
	Iteration 0F: 3 clusters Score -915814.9 nChanged 4800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -918439.812500 Penalty: 4630.788574
	Iteration 1F: 3 clusters Score -918439.8 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -918755.562500 Penalty: 4630.788574
	Iteration 2F: 3 clusters Score -918755.6 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -919021.562500 Penalty: 4630.788574
	Iteration 3F: 3 clusters Score -919021.6 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -919288.875000 Penalty: 4630.788574
	Iteration 4Q: 3 clusters Score -919288.9 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -919579.625000 Penalty: 4630.788574
	Iteration 5Q: 3 clusters Score -919579.6 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -919935.062500 Penalty: 4630.788574
	Iteration 6Q: 3 clusters Score -919935.1 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -920372.062500 Penalty: 4630.788574
	Iteration 7F: 3 clusters Score -920372.1 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -920814.187500 Penalty: 4630.788574
	Iteration 8F: 3 clusters Score -920814.2 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -921263.312500 Penalty: 4630.788574
	Iteration 9F: 3 clusters Score -921263.3 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -921679.937500 Penalty: 4630.788574
	Iteration 10Q: 3 clusters Score -921679.9 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -922013.750000 Penalty: 4630.788574
	Iteration 11Q: 3 clusters Score -922013.8 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -922253.375000 Penalty: 4630.788574
	Iteration 12Q: 3 clusters Score -922253.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -922426.625000 Penalty: 4630.788574
	Iteration 13Q: 3 clusters Score -922426.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -922519.062500 Penalty: 4630.788574
	Iteration 14Q: 3 clusters Score -922519.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -922565.500000 Penalty: 4630.788574
	Iteration 15Q: 3 clusters Score -922565.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -922583.875000 Penalty: 4630.788574
	Iteration 16Q: 3 clusters Score -922583.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -922598.812500 Penalty: 4630.788574
	Iteration 17Q: 3 clusters Score -922598.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -922612.687500 Penalty: 4630.788574
	Iteration 18Q: 3 clusters Score -922612.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -922620.812500 Penalty: 4630.788574
	Iteration 19Q: 3 clusters Score -922620.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -922628.125000 Penalty: 4630.788574
	Iteration 20F: 3 clusters Score -922628.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -922633.687500 Penalty: 4630.788574
	Iteration 21Q: 3 clusters Score -922633.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -922640.375000 Penalty: 4630.788574
	Iteration 22Q: 3 clusters Score -922640.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -922648.312500 Penalty: 4630.788574
	Iteration 23Q: 3 clusters Score -922648.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -922653.125000 Penalty: 4630.788574
	Iteration 24Q: 3 clusters Score -922653.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -922657.062500 Penalty: 4630.788574
	Iteration 25Q: 3 clusters Score -922657.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -922661.562500 Penalty: 4630.788574
	Iteration 26Q: 3 clusters Score -922661.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -922670.937500 Penalty: 4630.788574
	Iteration 27Q: 3 clusters Score -922670.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -922674.375000 Penalty: 4630.788574
	Iteration 28Q: 3 clusters Score -922674.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -922679.875000 Penalty: 4630.788574
	Iteration 29Q: 3 clusters Score -922679.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -922684.500000 Penalty: 4630.788574
	Iteration 30Q: 3 clusters Score -922684.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -922689.125000 Penalty: 4630.788574
	Iteration 31Q: 3 clusters Score -922689.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -922691.875000 Penalty: 4630.788574
	Iteration 32Q: 3 clusters Score -922691.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -922694.750000 Penalty: 4630.788574
	Iteration 33Q: 3 clusters Score -922694.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -922695.875000 Penalty: 4630.788574
	Iteration 34Q: 3 clusters Score -922695.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -922696.187500 Penalty: 4630.788574
	Iteration 35Q: 3 clusters Score -922696.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -922697.250000 Penalty: 4630.788574
	Iteration 36Q: 3 clusters Score -922697.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -922698.875000 Penalty: 4630.788574
	Iteration 37Q: 3 clusters Score -922698.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -922699.625000 Penalty: 4630.788574
	Iteration 38Q: 3 clusters Score -922699.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -922697.687500 Penalty: 4630.788574
	Iteration 39Q: 3 clusters Score -922697.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -922695.312500 Penalty: 4630.788574
	Iteration 40F: 3 clusters Score -922695.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Entering Unmasked Estep 
Score: -147662.484375 Penalty: 1917.627563
	Iteration 0F: 2 clusters Score -147662.5 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 1109 members 
Entering Unmasked Estep 
Score: -144899.718750 Penalty: 3835.255127
	Iteration 0F: 3 clusters Score -144899.7 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -145496.437500 Penalty: 3835.255127
	Iteration 1F: 3 clusters Score -145496.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -145758.234375 Penalty: 3835.255127
	Iteration 2F: 3 clusters Score -145758.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -146024.125000 Penalty: 3835.255127
	Iteration 3F: 3 clusters Score -146024.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -146248.718750 Penalty: 3835.255127
	Iteration 4F: 3 clusters Score -146248.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -146532.968750 Penalty: 3835.255127
	Iteration 5F: 3 clusters Score -146533 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -146764.062500 Penalty: 3835.255127
	Iteration 6Q: 3 clusters Score -146764.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -146931.359375 Penalty: 3835.255127
	Iteration 7Q: 3 clusters Score -146931.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -147004.000000 Penalty: 3835.255127
	Iteration 8Q: 3 clusters Score -147004 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -147050.390625 Penalty: 3835.255127
	Iteration 9Q: 3 clusters Score -147050.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -147079.031250 Penalty: 3835.255127
	Iteration 10Q: 3 clusters Score -147079 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -147104.515625 Penalty: 3835.255127
	Iteration 11Q: 3 clusters Score -147104.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -147122.218750 Penalty: 3835.255127
	Iteration 12Q: 3 clusters Score -147122.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -147135.828125 Penalty: 3835.255127
	Iteration 13Q: 3 clusters Score -147135.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -147147.687500 Penalty: 3835.255127
	Iteration 14Q: 3 clusters Score -147147.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -147152.953125 Penalty: 3835.255127
	Iteration 15Q: 3 clusters Score -147153 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -147159.296875 Penalty: 3835.255127
	Iteration 16Q: 3 clusters Score -147159.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -147162.421875 Penalty: 3835.255127
	Iteration 17Q: 3 clusters Score -147162.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -147168.171875 Penalty: 3835.255127
	Iteration 18Q: 3 clusters Score -147168.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -147171.437500 Penalty: 3835.255127
	Iteration 19Q: 3 clusters Score -147171.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -147172.812500 Penalty: 3835.255127
	Iteration 20F: 3 clusters Score -147172.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -147176.765625 Penalty: 3835.255127
	Iteration 21Q: 3 clusters Score -147176.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -147184.750000 Penalty: 3835.255127
	Iteration 22Q: 3 clusters Score -147184.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -147188.343750 Penalty: 3835.255127
	Iteration 23Q: 3 clusters Score -147188.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -147191.406250 Penalty: 3835.255127
	Iteration 24Q: 3 clusters Score -147191.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -147193.109375 Penalty: 3835.255127
	Iteration 25Q: 3 clusters Score -147193.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -147196.531250 Penalty: 3835.255127
	Iteration 26Q: 3 clusters Score -147196.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -147196.937500 Penalty: 3835.255127
	Iteration 27Q: 3 clusters Score -147196.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -147196.937500 Penalty: 3835.255127
	Iteration 28F: 3 clusters Score -147196.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (69184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69184 members 
Entering Unmasked Estep 
Score: -5435796.500000 Penalty: 2763.842041
	Iteration 0F: 2 clusters Score -5435796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34534 members 
Mstep: Class 2 contains 34650 members 
Entering Unmasked Estep 
Score: -5389304.500000 Penalty: 5527.684082
	Iteration 0F: 3 clusters Score -5389304 nChanged 32347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34145 members 
Mstep: Class 2 contains 35039 members 
Entering Unmasked Estep 
Score: -5407376.500000 Penalty: 5527.684082
	Iteration 1F: 3 clusters Score -5407376 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33954 members 
Mstep: Class 2 contains 35230 members 
Entering Unmasked Estep 
Score: -5407971.500000 Penalty: 5527.684082
	Iteration 2Q: 3 clusters Score -5407972 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33572 members 
Mstep: Class 2 contains 35612 members 
Entering Unmasked Estep 
Score: -5408616.500000 Penalty: 5527.684082
	Iteration 3Q: 3 clusters Score -5408616 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32971 members 
Mstep: Class 2 contains 36213 members 
Entering Unmasked Estep 
Score: -5409319.500000 Penalty: 5527.684082
	Iteration 4Q: 3 clusters Score -5409320 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32032 members 
Mstep: Class 2 contains 37152 members 
Entering Unmasked Estep 
Score: -5410145.000000 Penalty: 5527.684082
	Iteration 5Q: 3 clusters Score -5410145 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30679 members 
Mstep: Class 2 contains 38505 members 
Entering Unmasked Estep 
Score: -5411154.500000 Penalty: 5527.684082
	Iteration 6Q: 3 clusters Score -5411154 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28884 members 
Mstep: Class 2 contains 40300 members 
Entering Unmasked Estep 
Score: -5412452.000000 Penalty: 5527.684082
	Iteration 7Q: 3 clusters Score -5412452 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26571 members 
Mstep: Class 2 contains 42613 members 
Entering Unmasked Estep 
Score: -5414087.000000 Penalty: 5527.684082
	Iteration 8Q: 3 clusters Score -5414087 nChanged 3825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23662 members 
Mstep: Class 2 contains 45522 members 
Entering Unmasked Estep 
Score: -5416281.500000 Penalty: 5527.684082
	Iteration 9F: 3 clusters Score -5416282 nChanged 3966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20562 members 
Mstep: Class 2 contains 48622 members 
Entering Unmasked Estep 
Score: -5418646.500000 Penalty: 5527.684082
	Iteration 10F: 3 clusters Score -5418646 nChanged 3887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17457 members 
Mstep: Class 2 contains 51727 members 
Entering Unmasked Estep 
Score: -5421260.500000 Penalty: 5527.684082
	Iteration 11F: 3 clusters Score -5421260 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 54552 members 
Entering Unmasked Estep 
Score: -5423990.500000 Penalty: 5527.684082
	Iteration 12Q: 3 clusters Score -5423990 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 56852 members 
Entering Unmasked Estep 
Score: -5426778.500000 Penalty: 5527.684082
	Iteration 13Q: 3 clusters Score -5426778 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 58423 members 
Entering Unmasked Estep 
Score: -5429170.000000 Penalty: 5527.684082
	Iteration 14Q: 3 clusters Score -5429170 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 59411 members 
Entering Unmasked Estep 
Score: -5430453.000000 Penalty: 5527.684082
	Iteration 15Q: 3 clusters Score -5430453 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 60149 members 
Entering Unmasked Estep 
Score: -5431209.500000 Penalty: 5527.684082
	Iteration 16Q: 3 clusters Score -5431210 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 60772 members 
Entering Unmasked Estep 
Score: -5431699.000000 Penalty: 5527.684082
	Iteration 17Q: 3 clusters Score -5431699 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 61283 members 
Entering Unmasked Estep 
Score: -5431953.000000 Penalty: 5527.684082
	Iteration 18Q: 3 clusters Score -5431953 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 61718 members 
Entering Unmasked Estep 
Score: -5432134.500000 Penalty: 5527.684082
	Iteration 19Q: 3 clusters Score -5432134 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 62098 members 
Entering Unmasked Estep 
Score: -5432350.500000 Penalty: 5527.684082
	Iteration 20F: 3 clusters Score -5432350 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 62450 members 
Entering Unmasked Estep 
Score: -5432472.000000 Penalty: 5527.684082
	Iteration 21Q: 3 clusters Score -5432472 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 62762 members 
Entering Unmasked Estep 
Score: -5432569.000000 Penalty: 5527.684082
	Iteration 22Q: 3 clusters Score -5432569 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 63030 members 
Entering Unmasked Estep 
Score: -5432684.500000 Penalty: 5527.684082
	Iteration 23Q: 3 clusters Score -5432684 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 63253 members 
Entering Unmasked Estep 
Score: -5432740.000000 Penalty: 5527.684082
	Iteration 24Q: 3 clusters Score -5432740 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 63436 members 
Entering Unmasked Estep 
Score: -5432792.500000 Penalty: 5527.684082
	Iteration 25Q: 3 clusters Score -5432792 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 63596 members 
Entering Unmasked Estep 
Score: -5432814.500000 Penalty: 5527.684082
	Iteration 26Q: 3 clusters Score -5432814 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 63754 members 
Entering Unmasked Estep 
Score: -5432860.000000 Penalty: 5527.684082
	Iteration 27Q: 3 clusters Score -5432860 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 63884 members 
Entering Unmasked Estep 
Score: -5432893.000000 Penalty: 5527.684082
	Iteration 28Q: 3 clusters Score -5432893 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 63994 members 
Entering Unmasked Estep 
Score: -5432926.000000 Penalty: 5527.684082
	Iteration 29Q: 3 clusters Score -5432926 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 64092 members 
Entering Unmasked Estep 
Score: -5432930.500000 Penalty: 5527.684082
	Iteration 30Q: 3 clusters Score -5432930 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 64187 members 
Entering Unmasked Estep 
Score: -5432951.000000 Penalty: 5527.684082
	Iteration 31Q: 3 clusters Score -5432951 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 64276 members 
Entering Unmasked Estep 
Score: -5432955.000000 Penalty: 5527.684082
	Iteration 32Q: 3 clusters Score -5432955 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 64370 members 
Entering Unmasked Estep 
Score: -5432966.500000 Penalty: 5527.684082
	Iteration 33Q: 3 clusters Score -5432966 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 64457 members 
Entering Unmasked Estep 
Score: -5432998.500000 Penalty: 5527.684082
	Iteration 34Q: 3 clusters Score -5432998 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 64544 members 
Entering Unmasked Estep 
Score: -5433018.500000 Penalty: 5527.684082
	Iteration 35Q: 3 clusters Score -5433018 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 64635 members 
Entering Unmasked Estep 
Score: -5433038.000000 Penalty: 5527.684082
	Iteration 36Q: 3 clusters Score -5433038 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 64709 members 
Entering Unmasked Estep 
Score: -5433046.000000 Penalty: 5527.684082
	Iteration 37Q: 3 clusters Score -5433046 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 64768 members 
Entering Unmasked Estep 
Score: -5433054.500000 Penalty: 5527.684082
	Iteration 38Q: 3 clusters Score -5433054 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 64829 members 
Entering Unmasked Estep 
Score: -5433051.000000 Penalty: 5527.684082
	Iteration 39Q: 3 clusters Score -5433051 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 64870 members 
Entering Unmasked Estep 
Score: -5433065.500000 Penalty: 5527.684082
	Iteration 40F: 3 clusters Score -5433066 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 64908 members 
Entering Unmasked Estep 
Score: -5433074.000000 Penalty: 5527.684082
	Iteration 41Q: 3 clusters Score -5433074 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 64940 members 
Entering Unmasked Estep 
Score: -5433083.500000 Penalty: 5527.684082
	Iteration 42Q: 3 clusters Score -5433084 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 64974 members 
Entering Unmasked Estep 
Score: -5433081.500000 Penalty: 5527.684082
	Iteration 43Q: 3 clusters Score -5433082 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 65002 members 
Entering Unmasked Estep 
Score: -5433091.500000 Penalty: 5527.684082
	Iteration 44Q: 3 clusters Score -5433092 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 65032 members 
Entering Unmasked Estep 
Score: -5433091.500000 Penalty: 5527.684082
	Iteration 45Q: 3 clusters Score -5433092 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 65066 members 
Entering Unmasked Estep 
Score: -5433091.500000 Penalty: 5527.684082
	Iteration 46Q: 3 clusters Score -5433092 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 65103 members 
Entering Unmasked Estep 
Score: -5433100.500000 Penalty: 5527.684082
	Iteration 47Q: 3 clusters Score -5433100 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 65126 members 
Entering Unmasked Estep 
Score: -5433103.000000 Penalty: 5527.684082
	Iteration 48Q: 3 clusters Score -5433103 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 65142 members 
Entering Unmasked Estep 
Score: -5433113.000000 Penalty: 5527.684082
	Iteration 49Q: 3 clusters Score -5433113 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 65156 members 
Entering Unmasked Estep 
Score: -5433131.000000 Penalty: 5527.684082
	Iteration 50Q: 3 clusters Score -5433131 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 65166 members 
Entering Unmasked Estep 
Score: -5433131.000000 Penalty: 5527.684082
	Iteration 51Q: 3 clusters Score -5433131 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 65179 members 
Entering Unmasked Estep 
Score: -5433133.000000 Penalty: 5527.684082
	Iteration 52Q: 3 clusters Score -5433133 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 65189 members 
Entering Unmasked Estep 
Score: -5433128.500000 Penalty: 5527.684082
	Iteration 53Q: 3 clusters Score -5433128 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 65202 members 
Entering Unmasked Estep 
Score: -5433132.000000 Penalty: 5527.684082
	Iteration 54Q: 3 clusters Score -5433132 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 65211 members 
Entering Unmasked Estep 
Score: -5433124.000000 Penalty: 5527.684082
	Iteration 55Q: 3 clusters Score -5433124 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 65225 members 
Entering Unmasked Estep 
Score: -5433129.000000 Penalty: 5527.684082
	Iteration 56Q: 3 clusters Score -5433129 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 65236 members 
Entering Unmasked Estep 
Score: -5433124.000000 Penalty: 5527.684082
	Iteration 57Q: 3 clusters Score -5433124 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 65252 members 
Entering Unmasked Estep 
Score: -5433125.000000 Penalty: 5527.684082
	Iteration 58Q: 3 clusters Score -5433125 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 65265 members 
Entering Unmasked Estep 
Score: -5433129.000000 Penalty: 5527.684082
	Iteration 59Q: 3 clusters Score -5433129 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 65282 members 
Entering Unmasked Estep 
Score: -5433131.000000 Penalty: 5527.684082
	Iteration 60F: 3 clusters Score -5433131 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 65300 members 
Entering Unmasked Estep 
Score: -5433145.500000 Penalty: 5527.684082
	Iteration 61Q: 3 clusters Score -5433146 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 65320 members 
Entering Unmasked Estep 
Score: -5433147.500000 Penalty: 5527.684082
	Iteration 62Q: 3 clusters Score -5433148 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 65335 members 
Entering Unmasked Estep 
Score: -5433141.500000 Penalty: 5527.684082
	Iteration 63Q: 3 clusters Score -5433142 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 65348 members 
Entering Unmasked Estep 
Score: -5433150.000000 Penalty: 5527.684082
	Iteration 64Q: 3 clusters Score -5433150 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 65364 members 
Entering Unmasked Estep 
Score: -5433149.500000 Penalty: 5527.684082
	Iteration 65Q: 3 clusters Score -5433150 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 65375 members 
Entering Unmasked Estep 
Score: -5433152.000000 Penalty: 5527.684082
	Iteration 66Q: 3 clusters Score -5433152 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 65388 members 
Entering Unmasked Estep 
Score: -5433161.000000 Penalty: 5527.684082
	Iteration 67Q: 3 clusters Score -5433161 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 65401 members 
Entering Unmasked Estep 
Score: -5433160.000000 Penalty: 5527.684082
	Iteration 68Q: 3 clusters Score -5433160 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 65421 members 
Entering Unmasked Estep 
Score: -5433170.500000 Penalty: 5527.684082
	Iteration 69Q: 3 clusters Score -5433170 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 65437 members 
Entering Unmasked Estep 
Score: -5433173.000000 Penalty: 5527.684082
	Iteration 70Q: 3 clusters Score -5433173 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 65454 members 
Entering Unmasked Estep 
Score: -5433174.500000 Penalty: 5527.684082
	Iteration 71Q: 3 clusters Score -5433174 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 65478 members 
Entering Unmasked Estep 
Score: -5433180.000000 Penalty: 5527.684082
	Iteration 72Q: 3 clusters Score -5433180 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 65497 members 
Entering Unmasked Estep 
Score: -5433170.000000 Penalty: 5527.684082
	Iteration 73Q: 3 clusters Score -5433170 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 65513 members 
Entering Unmasked Estep 
Score: -5433166.500000 Penalty: 5527.684082
	Iteration 74Q: 3 clusters Score -5433166 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 65532 members 
Entering Unmasked Estep 
Score: -5433171.500000 Penalty: 5527.684082
	Iteration 75Q: 3 clusters Score -5433172 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 65555 members 
Entering Unmasked Estep 
Score: -5433168.000000 Penalty: 5527.684082
	Iteration 76Q: 3 clusters Score -5433168 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 65577 members 
Entering Unmasked Estep 
Score: -5433176.500000 Penalty: 5527.684082
	Iteration 77Q: 3 clusters Score -5433176 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 65593 members 
Entering Unmasked Estep 
Score: -5433179.500000 Penalty: 5527.684082
	Iteration 78Q: 3 clusters Score -5433180 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 65610 members 
Entering Unmasked Estep 
Score: -5433187.500000 Penalty: 5527.684082
	Iteration 79Q: 3 clusters Score -5433188 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 65626 members 
Entering Unmasked Estep 
Score: -5433190.000000 Penalty: 5527.684082
	Iteration 80F: 3 clusters Score -5433190 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 65644 members 
Entering Unmasked Estep 
Score: -5433203.000000 Penalty: 5527.684082
	Iteration 81Q: 3 clusters Score -5433203 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 65657 members 
Entering Unmasked Estep 
Score: -5433206.000000 Penalty: 5527.684082
	Iteration 82Q: 3 clusters Score -5433206 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 65666 members 
Entering Unmasked Estep 
Score: -5433202.500000 Penalty: 5527.684082
	Iteration 83Q: 3 clusters Score -5433202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 65669 members 
Entering Unmasked Estep 
Score: -5433203.000000 Penalty: 5527.684082
	Iteration 84Q: 3 clusters Score -5433203 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 65677 members 
Entering Unmasked Estep 
Score: -5433212.000000 Penalty: 5527.684082
	Iteration 85Q: 3 clusters Score -5433212 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 65687 members 
Entering Unmasked Estep 
Score: -5433220.000000 Penalty: 5527.684082
	Iteration 86Q: 3 clusters Score -5433220 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 65698 members 
Entering Unmasked Estep 
Score: -5433213.000000 Penalty: 5527.684082
	Iteration 87Q: 3 clusters Score -5433213 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 65714 members 
Entering Unmasked Estep 
Score: -5433217.000000 Penalty: 5527.684082
	Iteration 88Q: 3 clusters Score -5433217 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 65721 members 
Entering Unmasked Estep 
Score: -5433219.500000 Penalty: 5527.684082
	Iteration 89Q: 3 clusters Score -5433220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 65728 members 
Entering Unmasked Estep 
Score: -5433224.000000 Penalty: 5527.684082
	Iteration 90Q: 3 clusters Score -5433224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 65731 members 
Entering Unmasked Estep 
Score: -5433225.500000 Penalty: 5527.684082
	Iteration 91Q: 3 clusters Score -5433226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 65735 members 
Entering Unmasked Estep 
Score: -5433224.500000 Penalty: 5527.684082
	Iteration 92Q: 3 clusters Score -5433224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 65737 members 
Entering Unmasked Estep 
Score: -5433224.000000 Penalty: 5527.684082
	Iteration 93Q: 3 clusters Score -5433224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 65743 members 
Entering Unmasked Estep 
Score: -5433221.000000 Penalty: 5527.684082
	Iteration 94Q: 3 clusters Score -5433221 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 65753 members 
Entering Unmasked Estep 
Score: -5433225.000000 Penalty: 5527.684082
	Iteration 95Q: 3 clusters Score -5433225 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 65758 members 
Entering Unmasked Estep 
Score: -5433224.000000 Penalty: 5527.684082
	Iteration 96Q: 3 clusters Score -5433224 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 65767 members 
Entering Unmasked Estep 
Score: -5433225.000000 Penalty: 5527.684082
	Iteration 97Q: 3 clusters Score -5433225 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 65776 members 
Entering Unmasked Estep 
Score: -5433218.500000 Penalty: 5527.684082
	Iteration 98Q: 3 clusters Score -5433218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 65784 members 
Entering Unmasked Estep 
Score: -5433219.000000 Penalty: 5527.684082
	Iteration 99Q: 3 clusters Score -5433219 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 65795 members 
Entering Unmasked Estep 
Score: -5433224.500000 Penalty: 5527.684082
	Iteration 100F: 3 clusters Score -5433224 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 65816 members 
Entering Unmasked Estep 
Score: -5433217.000000 Penalty: 5527.684082
	Iteration 101Q: 3 clusters Score -5433217 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 65839 members 
Entering Unmasked Estep 
Score: -5433224.500000 Penalty: 5527.684082
	Iteration 102Q: 3 clusters Score -5433224 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 65867 members 
Entering Unmasked Estep 
Score: -5433230.000000 Penalty: 5527.684082
	Iteration 103Q: 3 clusters Score -5433230 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 65898 members 
Entering Unmasked Estep 
Score: -5433240.500000 Penalty: 5527.684082
	Iteration 104Q: 3 clusters Score -5433240 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 65927 members 
Entering Unmasked Estep 
Score: -5433245.000000 Penalty: 5527.684082
	Iteration 105Q: 3 clusters Score -5433245 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 65947 members 
Entering Unmasked Estep 
Score: -5433251.500000 Penalty: 5527.684082
	Iteration 106Q: 3 clusters Score -5433252 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 65972 members 
Entering Unmasked Estep 
Score: -5433249.000000 Penalty: 5527.684082
	Iteration 107Q: 3 clusters Score -5433249 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 65996 members 
Entering Unmasked Estep 
Score: -5433264.000000 Penalty: 5527.684082
	Iteration 108Q: 3 clusters Score -5433264 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 66024 members 
Entering Unmasked Estep 
Score: -5433261.500000 Penalty: 5527.684082
	Iteration 109Q: 3 clusters Score -5433262 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 66048 members 
Entering Unmasked Estep 
Score: -5433270.000000 Penalty: 5527.684082
	Iteration 110Q: 3 clusters Score -5433270 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 66064 members 
Entering Unmasked Estep 
Score: -5433266.000000 Penalty: 5527.684082
	Iteration 111Q: 3 clusters Score -5433266 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 66078 members 
Entering Unmasked Estep 
Score: -5433274.500000 Penalty: 5527.684082
	Iteration 112Q: 3 clusters Score -5433274 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 66091 members 
Entering Unmasked Estep 
Score: -5433272.500000 Penalty: 5527.684082
	Iteration 113Q: 3 clusters Score -5433272 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 66107 members 
Entering Unmasked Estep 
Score: -5433283.500000 Penalty: 5527.684082
	Iteration 114Q: 3 clusters Score -5433284 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 66124 members 
Entering Unmasked Estep 
Score: -5433280.500000 Penalty: 5527.684082
	Iteration 115Q: 3 clusters Score -5433280 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 66138 members 
Entering Unmasked Estep 
Score: -5433285.500000 Penalty: 5527.684082
	Iteration 116Q: 3 clusters Score -5433286 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 66152 members 
Entering Unmasked Estep 
Score: -5433281.500000 Penalty: 5527.684082
	Iteration 117Q: 3 clusters Score -5433282 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 66164 members 
Entering Unmasked Estep 
Score: -5433278.500000 Penalty: 5527.684082
	Iteration 118Q: 3 clusters Score -5433278 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 66176 members 
Entering Unmasked Estep 
Score: -5433281.000000 Penalty: 5527.684082
	Iteration 119Q: 3 clusters Score -5433281 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 66191 members 
Entering Unmasked Estep 
Score: -5433290.000000 Penalty: 5527.684082
	Iteration 120F: 3 clusters Score -5433290 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 66208 members 
Entering Unmasked Estep 
Score: -5433289.000000 Penalty: 5527.684082
	Iteration 121Q: 3 clusters Score -5433289 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 66220 members 
Entering Unmasked Estep 
Score: -5433285.000000 Penalty: 5527.684082
	Iteration 122Q: 3 clusters Score -5433285 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 66233 members 
Entering Unmasked Estep 
Score: -5433287.000000 Penalty: 5527.684082
	Iteration 123Q: 3 clusters Score -5433287 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 66240 members 
Entering Unmasked Estep 
Score: -5433294.500000 Penalty: 5527.684082
	Iteration 124Q: 3 clusters Score -5433294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 66245 members 
Entering Unmasked Estep 
Score: -5433292.500000 Penalty: 5527.684082
	Iteration 125Q: 3 clusters Score -5433292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 66247 members 
Entering Unmasked Estep 
Score: -5433287.500000 Penalty: 5527.684082
	Iteration 126Q: 3 clusters Score -5433288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 66252 members 
Entering Unmasked Estep 
Score: -5433292.500000 Penalty: 5527.684082
	Iteration 127Q: 3 clusters Score -5433292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 66261 members 
Entering Unmasked Estep 
Score: -5433290.500000 Penalty: 5527.684082
	Iteration 128Q: 3 clusters Score -5433290 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 66272 members 
Entering Unmasked Estep 
Score: -5433300.500000 Penalty: 5527.684082
	Iteration 129Q: 3 clusters Score -5433300 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 66282 members 
Entering Unmasked Estep 
Score: -5433308.000000 Penalty: 5527.684082
	Iteration 130Q: 3 clusters Score -5433308 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 66302 members 
Entering Unmasked Estep 
Score: -5433319.500000 Penalty: 5527.684082
	Iteration 131Q: 3 clusters Score -5433320 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 66321 members 
Entering Unmasked Estep 
Score: -5433321.500000 Penalty: 5527.684082
	Iteration 132Q: 3 clusters Score -5433322 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 66334 members 
Entering Unmasked Estep 
Score: -5433322.000000 Penalty: 5527.684082
	Iteration 133Q: 3 clusters Score -5433322 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 66346 members 
Entering Unmasked Estep 
Score: -5433329.000000 Penalty: 5527.684082
	Iteration 134Q: 3 clusters Score -5433329 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 66359 members 
Entering Unmasked Estep 
Score: -5433327.000000 Penalty: 5527.684082
	Iteration 135Q: 3 clusters Score -5433327 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 66369 members 
Entering Unmasked Estep 
Score: -5433336.500000 Penalty: 5527.684082
	Iteration 136Q: 3 clusters Score -5433336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 66377 members 
Entering Unmasked Estep 
Score: -5433338.500000 Penalty: 5527.684082
	Iteration 137Q: 3 clusters Score -5433338 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 66387 members 
Entering Unmasked Estep 
Score: -5433344.500000 Penalty: 5527.684082
	Iteration 138Q: 3 clusters Score -5433344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 66394 members 
Entering Unmasked Estep 
Score: -5433349.500000 Penalty: 5527.684082
	Iteration 139Q: 3 clusters Score -5433350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 66401 members 
Entering Unmasked Estep 
Score: -5433351.000000 Penalty: 5527.684082
	Iteration 140F: 3 clusters Score -5433351 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 66407 members 
Entering Unmasked Estep 
Score: -5433353.500000 Penalty: 5527.684082
	Iteration 141Q: 3 clusters Score -5433354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 66413 members 
Entering Unmasked Estep 
Score: -5433355.500000 Penalty: 5527.684082
	Iteration 142Q: 3 clusters Score -5433356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 66420 members 
Entering Unmasked Estep 
Score: -5433365.000000 Penalty: 5527.684082
	Iteration 143Q: 3 clusters Score -5433365 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 66424 members 
Entering Unmasked Estep 
Score: -5433364.000000 Penalty: 5527.684082
	Iteration 144Q: 3 clusters Score -5433364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 66432 members 
Entering Unmasked Estep 
Score: -5433371.500000 Penalty: 5527.684082
	Iteration 145Q: 3 clusters Score -5433372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 66439 members 
Entering Unmasked Estep 
Score: -5433360.500000 Penalty: 5527.684082
	Iteration 146Q: 3 clusters Score -5433360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 66443 members 
Entering Unmasked Estep 
Score: -5433360.500000 Penalty: 5527.684082
	Iteration 147Q: 3 clusters Score -5433360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 66448 members 
Entering Unmasked Estep 
Score: -5433364.000000 Penalty: 5527.684082
	Iteration 148Q: 3 clusters Score -5433364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 66453 members 
Entering Unmasked Estep 
Score: -5433362.500000 Penalty: 5527.684082
	Iteration 149Q: 3 clusters Score -5433362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 66462 members 
Entering Unmasked Estep 
Score: -5433368.000000 Penalty: 5527.684082
	Iteration 150Q: 3 clusters Score -5433368 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 66472 members 
Entering Unmasked Estep 
Score: -5433372.500000 Penalty: 5527.684082
	Iteration 151Q: 3 clusters Score -5433372 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 66485 members 
Entering Unmasked Estep 
Score: -5433372.500000 Penalty: 5527.684082
	Iteration 152Q: 3 clusters Score -5433372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 66493 members 
Entering Unmasked Estep 
Score: -5433381.000000 Penalty: 5527.684082
	Iteration 153Q: 3 clusters Score -5433381 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 66500 members 
Entering Unmasked Estep 
Score: -5433372.500000 Penalty: 5527.684082
	Iteration 154Q: 3 clusters Score -5433372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 66505 members 
Entering Unmasked Estep 
Score: -5433379.000000 Penalty: 5527.684082
	Iteration 155Q: 3 clusters Score -5433379 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 66509 members 
Entering Unmasked Estep 
Score: -5433378.500000 Penalty: 5527.684082
	Iteration 156Q: 3 clusters Score -5433378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 66514 members 
Entering Unmasked Estep 
Score: -5433376.500000 Penalty: 5527.684082
	Iteration 157Q: 3 clusters Score -5433376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 66521 members 
Entering Unmasked Estep 
Score: -5433385.000000 Penalty: 5527.684082
	Iteration 158Q: 3 clusters Score -5433385 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 66528 members 
Entering Unmasked Estep 
Score: -5433384.000000 Penalty: 5527.684082
	Iteration 159Q: 3 clusters Score -5433384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 66536 members 
Entering Unmasked Estep 
Score: -5433379.500000 Penalty: 5527.684082
	Iteration 160F: 3 clusters Score -5433380 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 66542 members 
Entering Unmasked Estep 
Score: -5433379.000000 Penalty: 5527.684082
	Iteration 161Q: 3 clusters Score -5433379 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 66551 members 
Entering Unmasked Estep 
Score: -5433386.500000 Penalty: 5527.684082
	Iteration 162Q: 3 clusters Score -5433386 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 66560 members 
Entering Unmasked Estep 
Score: -5433399.000000 Penalty: 5527.684082
	Iteration 163Q: 3 clusters Score -5433399 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 66567 members 
Entering Unmasked Estep 
Score: -5433389.500000 Penalty: 5527.684082
	Iteration 164Q: 3 clusters Score -5433390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 66571 members 
Entering Unmasked Estep 
Score: -5433384.500000 Penalty: 5527.684082
	Iteration 165Q: 3 clusters Score -5433384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 66575 members 
Entering Unmasked Estep 
Score: -5433383.500000 Penalty: 5527.684082
	Iteration 166Q: 3 clusters Score -5433384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 66583 members 
Entering Unmasked Estep 
Score: -5433394.500000 Penalty: 5527.684082
	Iteration 167Q: 3 clusters Score -5433394 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 66593 members 
Entering Unmasked Estep 
Score: -5433404.000000 Penalty: 5527.684082
	Iteration 168Q: 3 clusters Score -5433404 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 66603 members 
Entering Unmasked Estep 
Score: -5433399.500000 Penalty: 5527.684082
	Iteration 169Q: 3 clusters Score -5433400 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 66612 members 
Entering Unmasked Estep 
Score: -5433401.000000 Penalty: 5527.684082
	Iteration 170Q: 3 clusters Score -5433401 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 66620 members 
Entering Unmasked Estep 
Score: -5433400.500000 Penalty: 5527.684082
	Iteration 171Q: 3 clusters Score -5433400 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 66629 members 
Entering Unmasked Estep 
Score: -5433408.000000 Penalty: 5527.684082
	Iteration 172Q: 3 clusters Score -5433408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 66637 members 
Entering Unmasked Estep 
Score: -5433412.000000 Penalty: 5527.684082
	Iteration 173Q: 3 clusters Score -5433412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 66642 members 
Entering Unmasked Estep 
Score: -5433412.000000 Penalty: 5527.684082
	Iteration 174Q: 3 clusters Score -5433412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 66644 members 
Entering Unmasked Estep 
Score: -5433405.500000 Penalty: 5527.684082
	Iteration 175Q: 3 clusters Score -5433406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 66646 members 
Entering Unmasked Estep 
Score: -5433405.500000 Penalty: 5527.684082
	Iteration 176Q: 3 clusters Score -5433406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 66651 members 
Entering Unmasked Estep 
Score: -5433406.000000 Penalty: 5527.684082
	Iteration 177Q: 3 clusters Score -5433406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 66656 members 
Entering Unmasked Estep 
Score: -5433401.500000 Penalty: 5527.684082
	Iteration 178Q: 3 clusters Score -5433402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 66659 members 
Entering Unmasked Estep 
Score: -5433400.500000 Penalty: 5527.684082
	Iteration 179Q: 3 clusters Score -5433400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 66664 members 
Entering Unmasked Estep 
Score: -5433395.500000 Penalty: 5527.684082
	Iteration 180F: 3 clusters Score -5433396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 66668 members 
Entering Unmasked Estep 
Score: -5433392.000000 Penalty: 5527.684082
	Iteration 181Q: 3 clusters Score -5433392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 66671 members 
Entering Unmasked Estep 
Score: -5433393.000000 Penalty: 5527.684082
	Iteration 182Q: 3 clusters Score -5433393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 66674 members 
Entering Unmasked Estep 
Score: -5433400.000000 Penalty: 5527.684082
	Iteration 183Q: 3 clusters Score -5433400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 66677 members 
Entering Unmasked Estep 
Score: -5433405.000000 Penalty: 5527.684082
	Iteration 184Q: 3 clusters Score -5433405 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 66682 members 
Entering Unmasked Estep 
Score: -5433406.000000 Penalty: 5527.684082
	Iteration 185Q: 3 clusters Score -5433406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 66687 members 
Entering Unmasked Estep 
Score: -5433397.000000 Penalty: 5527.684082
	Iteration 186Q: 3 clusters Score -5433397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 66690 members 
Entering Unmasked Estep 
Score: -5433394.500000 Penalty: 5527.684082
	Iteration 187Q: 3 clusters Score -5433394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 66691 members 
Entering Unmasked Estep 
Score: -5433393.500000 Penalty: 5527.684082
	Iteration 188Q: 3 clusters Score -5433394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 66691 members 
Entering Unmasked Estep 
Score: -5433393.500000 Penalty: 5527.684082
	Iteration 189F: 3 clusters Score -5433394 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -1370419.125000 Penalty: 2419.711182
	Iteration 0F: 2 clusters Score -1370419 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -1358030.125000 Penalty: 4839.422363
	Iteration 0F: 3 clusters Score -1358030 nChanged 7553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -1362049.625000 Penalty: 4839.422363
	Iteration 1F: 3 clusters Score -1362050 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -1362514.125000 Penalty: 4839.422363
	Iteration 2F: 3 clusters Score -1362514 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -1362937.875000 Penalty: 4839.422363
	Iteration 3F: 3 clusters Score -1362938 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -1363357.375000 Penalty: 4839.422363
	Iteration 4Q: 3 clusters Score -1363357 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -1363774.250000 Penalty: 4839.422363
	Iteration 5Q: 3 clusters Score -1363774 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -1364200.000000 Penalty: 4839.422363
	Iteration 6Q: 3 clusters Score -1364200 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -1364639.000000 Penalty: 4839.422363
	Iteration 7Q: 3 clusters Score -1364639 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -1365108.250000 Penalty: 4839.422363
	Iteration 8Q: 3 clusters Score -1365108 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -1365597.125000 Penalty: 4839.422363
	Iteration 9Q: 3 clusters Score -1365597 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -1366086.375000 Penalty: 4839.422363
	Iteration 10Q: 3 clusters Score -1366086 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -1366510.750000 Penalty: 4839.422363
	Iteration 11Q: 3 clusters Score -1366511 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -1366821.000000 Penalty: 4839.422363
	Iteration 12Q: 3 clusters Score -1366821 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -1366999.250000 Penalty: 4839.422363
	Iteration 13Q: 3 clusters Score -1366999 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -1367121.125000 Penalty: 4839.422363
	Iteration 14Q: 3 clusters Score -1367121 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -1367209.750000 Penalty: 4839.422363
	Iteration 15Q: 3 clusters Score -1367210 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -1367274.125000 Penalty: 4839.422363
	Iteration 16Q: 3 clusters Score -1367274 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -1367319.000000 Penalty: 4839.422363
	Iteration 17Q: 3 clusters Score -1367319 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -1367364.500000 Penalty: 4839.422363
	Iteration 18Q: 3 clusters Score -1367364 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -1367405.750000 Penalty: 4839.422363
	Iteration 19Q: 3 clusters Score -1367406 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -1367443.000000 Penalty: 4839.422363
	Iteration 20F: 3 clusters Score -1367443 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -1367494.000000 Penalty: 4839.422363
	Iteration 21Q: 3 clusters Score -1367494 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -1367540.000000 Penalty: 4839.422363
	Iteration 22Q: 3 clusters Score -1367540 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -1367586.750000 Penalty: 4839.422363
	Iteration 23Q: 3 clusters Score -1367587 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -1367624.875000 Penalty: 4839.422363
	Iteration 24Q: 3 clusters Score -1367625 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -1367674.875000 Penalty: 4839.422363
	Iteration 25Q: 3 clusters Score -1367675 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -1367720.125000 Penalty: 4839.422363
	Iteration 26Q: 3 clusters Score -1367720 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -1367783.625000 Penalty: 4839.422363
	Iteration 27Q: 3 clusters Score -1367784 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -1367828.000000 Penalty: 4839.422363
	Iteration 28Q: 3 clusters Score -1367828 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -1367885.500000 Penalty: 4839.422363
	Iteration 29Q: 3 clusters Score -1367886 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -1367949.625000 Penalty: 4839.422363
	Iteration 30Q: 3 clusters Score -1367950 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -1368010.375000 Penalty: 4839.422363
	Iteration 31Q: 3 clusters Score -1368010 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -1368084.375000 Penalty: 4839.422363
	Iteration 32Q: 3 clusters Score -1368084 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -1368160.375000 Penalty: 4839.422363
	Iteration 33Q: 3 clusters Score -1368160 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -1368221.250000 Penalty: 4839.422363
	Iteration 34Q: 3 clusters Score -1368221 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -1368300.500000 Penalty: 4839.422363
	Iteration 35Q: 3 clusters Score -1368300 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -1368371.750000 Penalty: 4839.422363
	Iteration 36Q: 3 clusters Score -1368372 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -1368451.250000 Penalty: 4839.422363
	Iteration 37Q: 3 clusters Score -1368451 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -1368546.250000 Penalty: 4839.422363
	Iteration 38Q: 3 clusters Score -1368546 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -1368640.500000 Penalty: 4839.422363
	Iteration 39Q: 3 clusters Score -1368640 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -1368751.750000 Penalty: 4839.422363
	Iteration 40F: 3 clusters Score -1368752 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -1368868.250000 Penalty: 4839.422363
	Iteration 41Q: 3 clusters Score -1368868 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -1369005.375000 Penalty: 4839.422363
	Iteration 42Q: 3 clusters Score -1369005 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -1369174.375000 Penalty: 4839.422363
	Iteration 43Q: 3 clusters Score -1369174 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -1369349.750000 Penalty: 4839.422363
	Iteration 44Q: 3 clusters Score -1369350 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -1369479.500000 Penalty: 4839.422363
	Iteration 45Q: 3 clusters Score -1369480 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -1369579.250000 Penalty: 4839.422363
	Iteration 46Q: 3 clusters Score -1369579 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -1369649.500000 Penalty: 4839.422363
	Iteration 47Q: 3 clusters Score -1369650 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -1369701.125000 Penalty: 4839.422363
	Iteration 48Q: 3 clusters Score -1369701 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -1369745.875000 Penalty: 4839.422363
	Iteration 49Q: 3 clusters Score -1369746 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -1369785.125000 Penalty: 4839.422363
	Iteration 50Q: 3 clusters Score -1369785 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -1369817.375000 Penalty: 4839.422363
	Iteration 51Q: 3 clusters Score -1369817 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -1369840.000000 Penalty: 4839.422363
	Iteration 52Q: 3 clusters Score -1369840 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -1369851.625000 Penalty: 4839.422363
	Iteration 53Q: 3 clusters Score -1369852 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -1369873.250000 Penalty: 4839.422363
	Iteration 54Q: 3 clusters Score -1369873 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -1369883.375000 Penalty: 4839.422363
	Iteration 55Q: 3 clusters Score -1369883 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -1369894.625000 Penalty: 4839.422363
	Iteration 56Q: 3 clusters Score -1369895 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -1369900.125000 Penalty: 4839.422363
	Iteration 57Q: 3 clusters Score -1369900 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -1369902.125000 Penalty: 4839.422363
	Iteration 58Q: 3 clusters Score -1369902 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -1369905.125000 Penalty: 4839.422363
	Iteration 59Q: 3 clusters Score -1369905 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -1369911.250000 Penalty: 4839.422363
	Iteration 60F: 3 clusters Score -1369911 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -1369915.000000 Penalty: 4839.422363
	Iteration 61Q: 3 clusters Score -1369915 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -1369915.625000 Penalty: 4839.422363
	Iteration 62Q: 3 clusters Score -1369916 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -1369918.375000 Penalty: 4839.422363
	Iteration 63Q: 3 clusters Score -1369918 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -1369924.500000 Penalty: 4839.422363
	Iteration 64Q: 3 clusters Score -1369924 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -1369922.500000 Penalty: 4839.422363
	Iteration 65Q: 3 clusters Score -1369922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -1369922.000000 Penalty: 4839.422363
	Iteration 66Q: 3 clusters Score -1369922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -1369921.000000 Penalty: 4839.422363
	Iteration 67Q: 3 clusters Score -1369921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -1369920.500000 Penalty: 4839.422363
	Iteration 68Q: 3 clusters Score -1369920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -1369920.500000 Penalty: 4839.422363
	Iteration 69Q: 3 clusters Score -1369920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -1369919.500000 Penalty: 4839.422363
	Iteration 70Q: 3 clusters Score -1369920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -1369923.000000 Penalty: 4839.422363
	Iteration 71Q: 3 clusters Score -1369923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -1369920.500000 Penalty: 4839.422363
	Iteration 72Q: 3 clusters Score -1369920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -1369920.500000 Penalty: 4839.422363
	Iteration 73F: 3 clusters Score -1369920 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (151949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151949 members 
Entering Unmasked Estep 
Score: -12183588.000000 Penalty: 2958.962402
	Iteration 0F: 2 clusters Score -1.218359e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75910 members 
Mstep: Class 2 contains 76039 members 
Entering Unmasked Estep 
Score: -12081370.000000 Penalty: 5917.924805
	Iteration 0F: 3 clusters Score -1.208137e+07 nChanged 72563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73733 members 
Mstep: Class 2 contains 78216 members 
Entering Unmasked Estep 
Score: -12123338.000000 Penalty: 5917.924805
	Iteration 1F: 3 clusters Score -1.212334e+07 nChanged 4035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72288 members 
Mstep: Class 2 contains 79661 members 
Entering Unmasked Estep 
Score: -12124066.000000 Penalty: 5917.924805
	Iteration 2Q: 3 clusters Score -1.212407e+07 nChanged 4266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70024 members 
Mstep: Class 2 contains 81925 members 
Entering Unmasked Estep 
Score: -12125008.000000 Penalty: 5917.924805
	Iteration 3Q: 3 clusters Score -1.212501e+07 nChanged 5043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66457 members 
Mstep: Class 2 contains 85492 members 
Entering Unmasked Estep 
Score: -12126441.000000 Penalty: 5917.924805
	Iteration 4Q: 3 clusters Score -1.212644e+07 nChanged 6456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61075 members 
Mstep: Class 2 contains 90874 members 
Entering Unmasked Estep 
Score: -12129036.000000 Penalty: 5917.924805
	Iteration 5Q: 3 clusters Score -1.212904e+07 nChanged 8659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53170 members 
Mstep: Class 2 contains 98779 members 
Entering Unmasked Estep 
Score: -12133814.000000 Penalty: 5917.924805
	Iteration 6F: 3 clusters Score -1.213381e+07 nChanged 11512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42220 members 
Mstep: Class 2 contains 109729 members 
Entering Unmasked Estep 
Score: -12142343.000000 Penalty: 5917.924805
	Iteration 7F: 3 clusters Score -1.214234e+07 nChanged 13223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29521 members 
Mstep: Class 2 contains 122428 members 
Entering Unmasked Estep 
Score: -12154260.000000 Penalty: 5917.924805
	Iteration 8F: 3 clusters Score -1.215426e+07 nChanged 12220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17741 members 
Mstep: Class 2 contains 134208 members 
Entering Unmasked Estep 
Score: -12165819.000000 Penalty: 5917.924805
	Iteration 9F: 3 clusters Score -1.216582e+07 nChanged 8228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 142256 members 
Entering Unmasked Estep 
Score: -12173472.000000 Penalty: 5917.924805
	Iteration 10F: 3 clusters Score -1.217347e+07 nChanged 4624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 146820 members 
Entering Unmasked Estep 
Score: -12177296.000000 Penalty: 5917.924805
	Iteration 11Q: 3 clusters Score -1.21773e+07 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 149123 members 
Entering Unmasked Estep 
Score: -12179269.000000 Penalty: 5917.924805
	Iteration 12Q: 3 clusters Score -1.217927e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 150247 members 
Entering Unmasked Estep 
Score: -12180218.000000 Penalty: 5917.924805
	Iteration 13Q: 3 clusters Score -1.218022e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 150742 members 
Entering Unmasked Estep 
Score: -12180630.000000 Penalty: 5917.924805
	Iteration 14Q: 3 clusters Score -1.218063e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 150955 members 
Entering Unmasked Estep 
Score: -12180818.000000 Penalty: 5917.924805
	Iteration 15Q: 3 clusters Score -1.218082e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 151044 members 
Entering Unmasked Estep 
Score: -12180940.000000 Penalty: 5917.924805
	Iteration 16Q: 3 clusters Score -1.218094e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 151101 members 
Entering Unmasked Estep 
Score: -12181020.000000 Penalty: 5917.924805
	Iteration 17Q: 3 clusters Score -1.218102e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 151116 members 
Entering Unmasked Estep 
Score: -12181051.000000 Penalty: 5917.924805
	Iteration 18Q: 3 clusters Score -1.218105e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 151132 members 
Entering Unmasked Estep 
Score: -12181071.000000 Penalty: 5917.924805
	Iteration 19Q: 3 clusters Score -1.218107e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 151145 members 
Entering Unmasked Estep 
Score: -12181090.000000 Penalty: 5917.924805
	Iteration 20F: 3 clusters Score -1.218109e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 151151 members 
Entering Unmasked Estep 
Score: -12181100.000000 Penalty: 5917.924805
	Iteration 21Q: 3 clusters Score -1.21811e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 151163 members 
Entering Unmasked Estep 
Score: -12181129.000000 Penalty: 5917.924805
	Iteration 22Q: 3 clusters Score -1.218113e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 151165 members 
Entering Unmasked Estep 
Score: -12181124.000000 Penalty: 5917.924805
	Iteration 23Q: 3 clusters Score -1.218112e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 151162 members 
Entering Unmasked Estep 
Score: -12181144.000000 Penalty: 5917.924805
	Iteration 24Q: 3 clusters Score -1.218114e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 151166 members 
Entering Unmasked Estep 
Score: -12181149.000000 Penalty: 5917.924805
	Iteration 25Q: 3 clusters Score -1.218115e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 151166 members 
Entering Unmasked Estep 
Score: -12181157.000000 Penalty: 5917.924805
	Iteration 26Q: 3 clusters Score -1.218116e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 151167 members 
Entering Unmasked Estep 
Score: -12181156.000000 Penalty: 5917.924805
	Iteration 27Q: 3 clusters Score -1.218116e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 151167 members 
Entering Unmasked Estep 
Score: -12181145.000000 Penalty: 5917.924805
	Iteration 28Q: 3 clusters Score -1.218114e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 151169 members 
Entering Unmasked Estep 
Score: -12181145.000000 Penalty: 5917.924805
	Iteration 29Q: 3 clusters Score -1.218114e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 151169 members 
Entering Unmasked Estep 
Score: -12181148.000000 Penalty: 5917.924805
	Iteration 30Q: 3 clusters Score -1.218115e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 151169 members 
Entering Unmasked Estep 
Score: -12181148.000000 Penalty: 5917.924805
	Iteration 31F: 3 clusters Score -1.218115e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (27817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27817 members 
Entering Unmasked Estep 
Score: -2269636.000000 Penalty: 2537.883789
	Iteration 0F: 2 clusters Score -2269636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -2250604.500000 Penalty: 5075.767578
	Iteration 0F: 3 clusters Score -2250604 nChanged 12371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -2257213.750000 Penalty: 5075.767578
	Iteration 1F: 3 clusters Score -2257214 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -2257630.750000 Penalty: 5075.767578
	Iteration 2Q: 3 clusters Score -2257631 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -2258023.500000 Penalty: 5075.767578
	Iteration 3Q: 3 clusters Score -2258024 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -2258473.500000 Penalty: 5075.767578
	Iteration 4Q: 3 clusters Score -2258474 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -2259025.000000 Penalty: 5075.767578
	Iteration 5Q: 3 clusters Score -2259025 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -2259689.000000 Penalty: 5075.767578
	Iteration 6Q: 3 clusters Score -2259689 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -2260442.250000 Penalty: 5075.767578
	Iteration 7Q: 3 clusters Score -2260442 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14787 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -2261194.750000 Penalty: 5075.767578
	Iteration 8Q: 3 clusters Score -2261195 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -2261950.750000 Penalty: 5075.767578
	Iteration 9F: 3 clusters Score -2261951 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -2262633.250000 Penalty: 5075.767578
	Iteration 10Q: 3 clusters Score -2262633 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -2263271.750000 Penalty: 5075.767578
	Iteration 11Q: 3 clusters Score -2263272 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -2263786.250000 Penalty: 5075.767578
	Iteration 12Q: 3 clusters Score -2263786 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -2264174.000000 Penalty: 5075.767578
	Iteration 13Q: 3 clusters Score -2264174 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -2264445.250000 Penalty: 5075.767578
	Iteration 14Q: 3 clusters Score -2264445 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15974 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -2264669.500000 Penalty: 5075.767578
	Iteration 15Q: 3 clusters Score -2264670 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -2264898.750000 Penalty: 5075.767578
	Iteration 16Q: 3 clusters Score -2264899 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16628 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -2265077.750000 Penalty: 5075.767578
	Iteration 17Q: 3 clusters Score -2265078 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16932 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -2265229.750000 Penalty: 5075.767578
	Iteration 18Q: 3 clusters Score -2265230 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17249 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -2265351.250000 Penalty: 5075.767578
	Iteration 19Q: 3 clusters Score -2265351 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17508 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -2265459.500000 Penalty: 5075.767578
	Iteration 20F: 3 clusters Score -2265460 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -2265538.500000 Penalty: 5075.767578
	Iteration 21Q: 3 clusters Score -2265538 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17951 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -2265608.250000 Penalty: 5075.767578
	Iteration 22Q: 3 clusters Score -2265608 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18151 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -2265667.000000 Penalty: 5075.767578
	Iteration 23Q: 3 clusters Score -2265667 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18355 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -2265709.500000 Penalty: 5075.767578
	Iteration 24Q: 3 clusters Score -2265710 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18535 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -2265751.000000 Penalty: 5075.767578
	Iteration 25Q: 3 clusters Score -2265751 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18708 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -2265788.000000 Penalty: 5075.767578
	Iteration 26Q: 3 clusters Score -2265788 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18882 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -2265833.250000 Penalty: 5075.767578
	Iteration 27Q: 3 clusters Score -2265833 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19015 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -2265856.750000 Penalty: 5075.767578
	Iteration 28Q: 3 clusters Score -2265857 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19161 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -2265892.500000 Penalty: 5075.767578
	Iteration 29Q: 3 clusters Score -2265892 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19304 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -2265911.500000 Penalty: 5075.767578
	Iteration 30Q: 3 clusters Score -2265912 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19455 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -2265951.750000 Penalty: 5075.767578
	Iteration 31Q: 3 clusters Score -2265952 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19612 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19754 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -2266004 nChanged 142
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19886 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 20033 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2266049 nChanged 155
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Mstep: Class 1 contains 20184 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -2266071 nChanged 157
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Mstep: Class 1 contains 20333 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2266094 nChanged 145
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Mstep: Class 1 contains 20474 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 20621 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2266159 nChanged 139
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Mstep: Class 1 contains 20752 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -2266180 nChanged 125
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Mstep: Class 1 contains 20875 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 21005 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 21144 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2266237 nChanged 135
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Mstep: Class 1 contains 21277 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 21413 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 21563 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 21699 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 21823 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2266375 nChanged 125
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Mstep: Class 1 contains 21944 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2266393 nChanged 125
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Mstep: Class 1 contains 22069 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 22186 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 22305 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 22417 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2266482 nChanged 115
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Mstep: Class 1 contains 22532 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 22659 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 22774 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2266555 nChanged 116
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Mstep: Class 1 contains 22888 members 
Mstep: Class 2 contains 4929 members 
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Mstep: Class 1 contains 22994 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 23111 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 23240 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2266650 nChanged 135
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Mstep: Class 1 contains 23375 members 
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Mstep: Class 1 contains 23517 members 
Mstep: Class 2 contains 4300 members 
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Mstep: Class 1 contains 23651 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 23762 members 
Mstep: Class 2 contains 4055 members 
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Mstep: Class 1 contains 23885 members 
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Mstep: Class 1 contains 24005 members 
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Mstep: Class 1 contains 24233 members 
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Mstep: Class 1 contains 24357 members 
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Mstep: Class 1 contains 24455 members 
Mstep: Class 2 contains 3362 members 
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Mstep: Class 1 contains 24555 members 
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Mstep: Class 1 contains 24668 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 24789 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 24893 members 
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Mstep: Class 1 contains 24995 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 25085 members 
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	Iteration 76Q: 3 clusters Score -2267132 nChanged 95
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Mstep: Class 1 contains 25176 members 
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	Iteration 77Q: 3 clusters Score -2267158 nChanged 86
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Mstep: Class 1 contains 25260 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2267182 nChanged 82
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Mstep: Class 1 contains 25342 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2267198 nChanged 88
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Mstep: Class 1 contains 25424 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2267230 nChanged 79
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Mstep: Class 1 contains 25503 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2267248 nChanged 71
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Mstep: Class 1 contains 25570 members 
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	Iteration 82Q: 3 clusters Score -2267276 nChanged 65
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Mstep: Class 1 contains 25631 members 
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	Iteration 83Q: 3 clusters Score -2267296 nChanged 70
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Mstep: Class 1 contains 25695 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2267321 nChanged 61
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Mstep: Class 1 contains 25756 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2267338 nChanged 49
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Mstep: Class 1 contains 25801 members 
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	Iteration 86Q: 3 clusters Score -2267351 nChanged 42
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Mstep: Class 1 contains 25841 members 
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	Iteration 87Q: 3 clusters Score -2267360 nChanged 45
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Mstep: Class 1 contains 25882 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2267379 nChanged 33
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Mstep: Class 1 contains 25911 members 
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	Iteration 89Q: 3 clusters Score -2267389 nChanged 29
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Mstep: Class 1 contains 25938 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2267395 nChanged 27
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Mstep: Class 1 contains 25963 members 
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	Iteration 91Q: 3 clusters Score -2267396 nChanged 27
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Mstep: Class 1 contains 25986 members 
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	Iteration 92Q: 3 clusters Score -2267397 nChanged 28
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Mstep: Class 1 contains 26012 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2267409 nChanged 27
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Mstep: Class 1 contains 26035 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2267420 nChanged 19
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Mstep: Class 1 contains 26054 members 
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	Iteration 95Q: 3 clusters Score -2267422 nChanged 24
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Mstep: Class 1 contains 26078 members 
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	Iteration 96Q: 3 clusters Score -2267434 nChanged 23
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Mstep: Class 1 contains 26101 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2267435 nChanged 18
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Mstep: Class 1 contains 26119 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2267444 nChanged 20
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Mstep: Class 1 contains 26139 members 
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	Iteration 99Q: 3 clusters Score -2267447 nChanged 15
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Mstep: Class 1 contains 26154 members 
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	Iteration 100F: 3 clusters Score -2267448 nChanged 20
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Mstep: Class 1 contains 26170 members 
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	Iteration 101Q: 3 clusters Score -2267450 nChanged 27
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Mstep: Class 1 contains 26195 members 
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	Iteration 102Q: 3 clusters Score -2267464 nChanged 24
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Mstep: Class 1 contains 26211 members 
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	Iteration 103Q: 3 clusters Score -2267472 nChanged 17
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Mstep: Class 1 contains 26226 members 
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	Iteration 104Q: 3 clusters Score -2267473 nChanged 17
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Mstep: Class 1 contains 26243 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2267481 nChanged 16
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	Iteration 106Q: 3 clusters Score -2267479 nChanged 19
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	Iteration 107Q: 3 clusters Score -2267488 nChanged 16
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	Iteration 108Q: 3 clusters Score -2267492 nChanged 15
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	Iteration 109Q: 3 clusters Score -2267491 nChanged 18
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	Iteration 110Q: 3 clusters Score -2267502 nChanged 17
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	Iteration 111Q: 3 clusters Score -2267508 nChanged 13
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	Iteration 112Q: 3 clusters Score -2267520 nChanged 17
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	Iteration 113Q: 3 clusters Score -2267519 nChanged 17
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	Iteration 114Q: 3 clusters Score -2267527 nChanged 23
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	Iteration 115Q: 3 clusters Score -2267534 nChanged 21
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	Iteration 116Q: 3 clusters Score -2267537 nChanged 17
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	Iteration 117Q: 3 clusters Score -2267543 nChanged 19
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	Iteration 118Q: 3 clusters Score -2267547 nChanged 15
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	Iteration 119Q: 3 clusters Score -2267558 nChanged 17
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	Iteration 120F: 3 clusters Score -2267568 nChanged 10
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	Iteration 121Q: 3 clusters Score -2267575 nChanged 6
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	Iteration 122Q: 3 clusters Score -2267572 nChanged 5
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	Iteration 123Q: 3 clusters Score -2267573 nChanged 3
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	Iteration 124Q: 3 clusters Score -2267575 nChanged 5
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Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -2267578.750000 Penalty: 5075.767578
	Iteration 125Q: 3 clusters Score -2267579 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26480 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -2267581.750000 Penalty: 5075.767578
	Iteration 126Q: 3 clusters Score -2267582 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26485 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -2267583.000000 Penalty: 5075.767578
	Iteration 127Q: 3 clusters Score -2267583 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26491 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -2267584.000000 Penalty: 5075.767578
	Iteration 128Q: 3 clusters Score -2267584 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26497 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -2267589.250000 Penalty: 5075.767578
	Iteration 129Q: 3 clusters Score -2267589 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26502 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -2267585.750000 Penalty: 5075.767578
	Iteration 130Q: 3 clusters Score -2267586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26505 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -2267587.750000 Penalty: 5075.767578
	Iteration 131Q: 3 clusters Score -2267588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26507 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -2267593.250000 Penalty: 5075.767578
	Iteration 132Q: 3 clusters Score -2267593 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26513 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -2267597.250000 Penalty: 5075.767578
	Iteration 133Q: 3 clusters Score -2267597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26517 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -2267596.000000 Penalty: 5075.767578
	Iteration 134Q: 3 clusters Score -2267596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26521 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -2267597.500000 Penalty: 5075.767578
	Iteration 135Q: 3 clusters Score -2267598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26528 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -2267599.500000 Penalty: 5075.767578
	Iteration 136Q: 3 clusters Score -2267600 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26535 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2267605.500000 Penalty: 5075.767578
	Iteration 137Q: 3 clusters Score -2267606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26541 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -2267609.500000 Penalty: 5075.767578
	Iteration 138Q: 3 clusters Score -2267610 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26548 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -2267609.250000 Penalty: 5075.767578
	Iteration 139Q: 3 clusters Score -2267609 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26556 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -2267618.250000 Penalty: 5075.767578
	Iteration 140F: 3 clusters Score -2267618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26566 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -2267622.500000 Penalty: 5075.767578
	Iteration 141Q: 3 clusters Score -2267622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26572 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -2267622.000000 Penalty: 5075.767578
	Iteration 142Q: 3 clusters Score -2267622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26578 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -2267628.250000 Penalty: 5075.767578
	Iteration 143Q: 3 clusters Score -2267628 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26585 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -2267636.000000 Penalty: 5075.767578
	Iteration 144Q: 3 clusters Score -2267636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26592 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -2267635.000000 Penalty: 5075.767578
	Iteration 145Q: 3 clusters Score -2267635 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26596 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -2267633.000000 Penalty: 5075.767578
	Iteration 146Q: 3 clusters Score -2267633 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26602 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -2267635.000000 Penalty: 5075.767578
	Iteration 147Q: 3 clusters Score -2267635 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26604 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -2267639.500000 Penalty: 5075.767578
	Iteration 148Q: 3 clusters Score -2267640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26611 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -2267645.250000 Penalty: 5075.767578
	Iteration 149Q: 3 clusters Score -2267645 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26614 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -2267643.750000 Penalty: 5075.767578
	Iteration 150Q: 3 clusters Score -2267644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26620 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -2267642.500000 Penalty: 5075.767578
	Iteration 151Q: 3 clusters Score -2267642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26626 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -2267647.250000 Penalty: 5075.767578
	Iteration 152Q: 3 clusters Score -2267647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26627 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -2267647.500000 Penalty: 5075.767578
	Iteration 153Q: 3 clusters Score -2267648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26627 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -2267647.500000 Penalty: 5075.767578
	Iteration 154F: 3 clusters Score -2267648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Entering Unmasked Estep 
Score: -537551.312500 Penalty: 2205.094971
	Iteration 0F: 2 clusters Score -537551.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -531636.500000 Penalty: 4410.189941
	Iteration 0F: 3 clusters Score -531636.5 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -533333.500000 Penalty: 4410.189941
	Iteration 1F: 3 clusters Score -533333.5 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -533742.000000 Penalty: 4410.189941
	Iteration 2F: 3 clusters Score -533742 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -534108.437500 Penalty: 4410.189941
	Iteration 3F: 3 clusters Score -534108.4 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -534533.812500 Penalty: 4410.189941
	Iteration 4F: 3 clusters Score -534533.8 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -535008.437500 Penalty: 4410.189941
	Iteration 5F: 3 clusters Score -535008.4 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -535503.187500 Penalty: 4410.189941
	Iteration 6F: 3 clusters Score -535503.2 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -535958.500000 Penalty: 4410.189941
	Iteration 7F: 3 clusters Score -535958.5 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -536332.500000 Penalty: 4410.189941
	Iteration 8F: 3 clusters Score -536332.5 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -536581.875000 Penalty: 4410.189941
	Iteration 9Q: 3 clusters Score -536581.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -536732.562500 Penalty: 4410.189941
	Iteration 10Q: 3 clusters Score -536732.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -536818.062500 Penalty: 4410.189941
	Iteration 11Q: 3 clusters Score -536818.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -536855.250000 Penalty: 4410.189941
	Iteration 12Q: 3 clusters Score -536855.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -536882.875000 Penalty: 4410.189941
	Iteration 13Q: 3 clusters Score -536882.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -536897.500000 Penalty: 4410.189941
	Iteration 14Q: 3 clusters Score -536897.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -536909.437500 Penalty: 4410.189941
	Iteration 15Q: 3 clusters Score -536909.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -536922.250000 Penalty: 4410.189941
	Iteration 16Q: 3 clusters Score -536922.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -536935.687500 Penalty: 4410.189941
	Iteration 17Q: 3 clusters Score -536935.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -536947.750000 Penalty: 4410.189941
	Iteration 18Q: 3 clusters Score -536947.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -536959.500000 Penalty: 4410.189941
	Iteration 19Q: 3 clusters Score -536959.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -536963.562500 Penalty: 4410.189941
	Iteration 20F: 3 clusters Score -536963.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -536966.750000 Penalty: 4410.189941
	Iteration 21Q: 3 clusters Score -536966.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -536970.875000 Penalty: 4410.189941
	Iteration 22Q: 3 clusters Score -536970.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -536974.312500 Penalty: 4410.189941
	Iteration 23Q: 3 clusters Score -536974.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -536976.312500 Penalty: 4410.189941
	Iteration 24Q: 3 clusters Score -536976.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -536977.812500 Penalty: 4410.189941
	Iteration 25Q: 3 clusters Score -536977.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -536979.312500 Penalty: 4410.189941
	Iteration 26Q: 3 clusters Score -536979.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -536983.125000 Penalty: 4410.189941
	Iteration 27Q: 3 clusters Score -536983.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -536984.875000 Penalty: 4410.189941
	Iteration 28Q: 3 clusters Score -536984.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -536988.187500 Penalty: 4410.189941
	Iteration 29Q: 3 clusters Score -536988.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -536989.937500 Penalty: 4410.189941
	Iteration 30Q: 3 clusters Score -536989.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -536991.937500 Penalty: 4410.189941
	Iteration 31Q: 3 clusters Score -536991.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -536991.562500 Penalty: 4410.189941
	Iteration 32Q: 3 clusters Score -536991.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -536994.187500 Penalty: 4410.189941
	Iteration 33Q: 3 clusters Score -536994.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -536993.687500 Penalty: 4410.189941
	Iteration 34Q: 3 clusters Score -536993.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -536993.687500 Penalty: 4410.189941
	Iteration 35F: 3 clusters Score -536993.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Entering Unmasked Estep 
Score: -754065.750000 Penalty: 2285.030762
	Iteration 0F: 2 clusters Score -754065.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -746421.812500 Penalty: 4570.061523
	Iteration 0F: 3 clusters Score -746421.8 nChanged 4233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -748881.562500 Penalty: 4570.061523
	Iteration 1F: 3 clusters Score -748881.6 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -749526.000000 Penalty: 4570.061523
	Iteration 2F: 3 clusters Score -749526 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -750281.437500 Penalty: 4570.061523
	Iteration 3F: 3 clusters Score -750281.4 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -751267.000000 Penalty: 4570.061523
	Iteration 4F: 3 clusters Score -751267 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -752245.562500 Penalty: 4570.061523
	Iteration 5F: 3 clusters Score -752245.6 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -753023.812500 Penalty: 4570.061523
	Iteration 6F: 3 clusters Score -753023.8 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -753493.687500 Penalty: 4570.061523
	Iteration 7F: 3 clusters Score -753493.7 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -753701.375000 Penalty: 4570.061523
	Iteration 8Q: 3 clusters Score -753701.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -753810.000000 Penalty: 4570.061523
	Iteration 9Q: 3 clusters Score -753810 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -753881.125000 Penalty: 4570.061523
	Iteration 10Q: 3 clusters Score -753881.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -753917.375000 Penalty: 4570.061523
	Iteration 11Q: 3 clusters Score -753917.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -753940.875000 Penalty: 4570.061523
	Iteration 12Q: 3 clusters Score -753940.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -753956.187500 Penalty: 4570.061523
	Iteration 13Q: 3 clusters Score -753956.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -753961.000000 Penalty: 4570.061523
	Iteration 14Q: 3 clusters Score -753961 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -753962.187500 Penalty: 4570.061523
	Iteration 15Q: 3 clusters Score -753962.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -753964.937500 Penalty: 4570.061523
	Iteration 16Q: 3 clusters Score -753964.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -753965.937500 Penalty: 4570.061523
	Iteration 17Q: 3 clusters Score -753965.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -753965.125000 Penalty: 4570.061523
	Iteration 18Q: 3 clusters Score -753965.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -753967.750000 Penalty: 4570.061523
	Iteration 19Q: 3 clusters Score -753967.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -753968.375000 Penalty: 4570.061523
	Iteration 20F: 3 clusters Score -753968.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -753968.500000 Penalty: 4570.061523
	Iteration 21Q: 3 clusters Score -753968.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -753967.687500 Penalty: 4570.061523
	Iteration 22Q: 3 clusters Score -753967.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -753972.062500 Penalty: 4570.061523
	Iteration 23Q: 3 clusters Score -753972.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -753971.812500 Penalty: 4570.061523
	Iteration 24Q: 3 clusters Score -753971.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -753971.812500 Penalty: 4570.061523
	Iteration 25F: 3 clusters Score -753971.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Entering Unmasked Estep 
Score: -203112.234375 Penalty: 1946.535522
	Iteration 0F: 2 clusters Score -203112.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -200140.375000 Penalty: 3893.071045
	Iteration 0F: 3 clusters Score -200140.4 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -200654.015625 Penalty: 3893.071045
	Iteration 1F: 3 clusters Score -200654 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -200778.578125 Penalty: 3893.071045
	Iteration 2F: 3 clusters Score -200778.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -200860.625000 Penalty: 3893.071045
	Iteration 3Q: 3 clusters Score -200860.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -200908.515625 Penalty: 3893.071045
	Iteration 4Q: 3 clusters Score -200908.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -200931.828125 Penalty: 3893.071045
	Iteration 5Q: 3 clusters Score -200931.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -200948.140625 Penalty: 3893.071045
	Iteration 6Q: 3 clusters Score -200948.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -200957.125000 Penalty: 3893.071045
	Iteration 7Q: 3 clusters Score -200957.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -200963.968750 Penalty: 3893.071045
	Iteration 8Q: 3 clusters Score -200964 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -200972.296875 Penalty: 3893.071045
	Iteration 9Q: 3 clusters Score -200972.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -200980.109375 Penalty: 3893.071045
	Iteration 10Q: 3 clusters Score -200980.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -200986.296875 Penalty: 3893.071045
	Iteration 11Q: 3 clusters Score -200986.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -200989.156250 Penalty: 3893.071045
	Iteration 12Q: 3 clusters Score -200989.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -200993.062500 Penalty: 3893.071045
	Iteration 13Q: 3 clusters Score -200993.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -200997.156250 Penalty: 3893.071045
	Iteration 14Q: 3 clusters Score -200997.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -200999.468750 Penalty: 3893.071045
	Iteration 15Q: 3 clusters Score -200999.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -201002.296875 Penalty: 3893.071045
	Iteration 16Q: 3 clusters Score -201002.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -201004.921875 Penalty: 3893.071045
	Iteration 17Q: 3 clusters Score -201004.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -201006.453125 Penalty: 3893.071045
	Iteration 18Q: 3 clusters Score -201006.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -201006.843750 Penalty: 3893.071045
	Iteration 19Q: 3 clusters Score -201006.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -201007.953125 Penalty: 3893.071045
	Iteration 20F: 3 clusters Score -201008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -201009.421875 Penalty: 3893.071045
	Iteration 21Q: 3 clusters Score -201009.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -201011.562500 Penalty: 3893.071045
	Iteration 22Q: 3 clusters Score -201011.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -201013.468750 Penalty: 3893.071045
	Iteration 23Q: 3 clusters Score -201013.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -201014.375000 Penalty: 3893.071045
	Iteration 24Q: 3 clusters Score -201014.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -201014.921875 Penalty: 3893.071045
	Iteration 25Q: 3 clusters Score -201014.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -201016.734375 Penalty: 3893.071045
	Iteration 26Q: 3 clusters Score -201016.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -201017.984375 Penalty: 3893.071045
	Iteration 27Q: 3 clusters Score -201018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -201020.359375 Penalty: 3893.071045
	Iteration 28Q: 3 clusters Score -201020.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -201021.937500 Penalty: 3893.071045
	Iteration 29Q: 3 clusters Score -201021.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -201022.250000 Penalty: 3893.071045
	Iteration 30Q: 3 clusters Score -201022.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -201022.703125 Penalty: 3893.071045
	Iteration 31Q: 3 clusters Score -201022.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -201023.734375 Penalty: 3893.071045
	Iteration 32Q: 3 clusters Score -201023.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -201024.421875 Penalty: 3893.071045
	Iteration 33Q: 3 clusters Score -201024.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -201024.875000 Penalty: 3893.071045
	Iteration 34Q: 3 clusters Score -201024.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -201026.218750 Penalty: 3893.071045
	Iteration 35Q: 3 clusters Score -201026.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -201028.812500 Penalty: 3893.071045
	Iteration 36Q: 3 clusters Score -201028.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -201031.203125 Penalty: 3893.071045
	Iteration 37Q: 3 clusters Score -201031.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -201032.921875 Penalty: 3893.071045
	Iteration 38Q: 3 clusters Score -201032.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -201032.984375 Penalty: 3893.071045
	Iteration 39Q: 3 clusters Score -201033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -201033.531250 Penalty: 3893.071045
	Iteration 40F: 3 clusters Score -201033.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -201034.187500 Penalty: 3893.071045
	Iteration 41Q: 3 clusters Score -201034.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -201035.062500 Penalty: 3893.071045
	Iteration 42Q: 3 clusters Score -201035.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -201035.562500 Penalty: 3893.071045
	Iteration 43Q: 3 clusters Score -201035.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -201035.953125 Penalty: 3893.071045
	Iteration 44Q: 3 clusters Score -201036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -201035.953125 Penalty: 3893.071045
	Iteration 45F: 3 clusters Score -201036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (45253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45253 members 
Entering Unmasked Estep 
Score: -3677603.500000 Penalty: 2658.565918
	Iteration 0F: 2 clusters Score -3677604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22581 members 
Mstep: Class 2 contains 22672 members 
Entering Unmasked Estep 
Score: -3647012.250000 Penalty: 5317.131836
	Iteration 0F: 3 clusters Score -3647012 nChanged 20927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22710 members 
Mstep: Class 2 contains 22543 members 
Entering Unmasked Estep 
Score: -3658688.000000 Penalty: 5317.131836
	Iteration 1F: 3 clusters Score -3658688 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22895 members 
Mstep: Class 2 contains 22358 members 
Entering Unmasked Estep 
Score: -3659509.250000 Penalty: 5317.131836
	Iteration 2Q: 3 clusters Score -3659509 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23287 members 
Mstep: Class 2 contains 21966 members 
Entering Unmasked Estep 
Score: -3660589.000000 Penalty: 5317.131836
	Iteration 3F: 3 clusters Score -3660589 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23906 members 
Mstep: Class 2 contains 21347 members 
Entering Unmasked Estep 
Score: -3662086.000000 Penalty: 5317.131836
	Iteration 4F: 3 clusters Score -3662086 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24749 members 
Mstep: Class 2 contains 20504 members 
Entering Unmasked Estep 
Score: -3663740.500000 Penalty: 5317.131836
	Iteration 5F: 3 clusters Score -3663740 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25704 members 
Mstep: Class 2 contains 19549 members 
Entering Unmasked Estep 
Score: -3665349.000000 Penalty: 5317.131836
	Iteration 6F: 3 clusters Score -3665349 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26675 members 
Mstep: Class 2 contains 18578 members 
Entering Unmasked Estep 
Score: -3666679.250000 Penalty: 5317.131836
	Iteration 7F: 3 clusters Score -3666679 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27624 members 
Mstep: Class 2 contains 17629 members 
Entering Unmasked Estep 
Score: -3667685.500000 Penalty: 5317.131836
	Iteration 8Q: 3 clusters Score -3667686 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28417 members 
Mstep: Class 2 contains 16836 members 
Entering Unmasked Estep 
Score: -3668284.750000 Penalty: 5317.131836
	Iteration 9Q: 3 clusters Score -3668285 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29123 members 
Mstep: Class 2 contains 16130 members 
Entering Unmasked Estep 
Score: -3668671.750000 Penalty: 5317.131836
	Iteration 10Q: 3 clusters Score -3668672 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29848 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -3669008.250000 Penalty: 5317.131836
	Iteration 11Q: 3 clusters Score -3669008 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30620 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -3669289.000000 Penalty: 5317.131836
	Iteration 12Q: 3 clusters Score -3669289 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31404 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -3669528.000000 Penalty: 5317.131836
	Iteration 13Q: 3 clusters Score -3669528 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32196 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -3669810.750000 Penalty: 5317.131836
	Iteration 14Q: 3 clusters Score -3669811 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33060 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -3670182.000000 Penalty: 5317.131836
	Iteration 15Q: 3 clusters Score -3670182 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33961 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -3670593.250000 Penalty: 5317.131836
	Iteration 16Q: 3 clusters Score -3670593 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34885 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -3671096.250000 Penalty: 5317.131836
	Iteration 17Q: 3 clusters Score -3671096 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35757 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -3671596.000000 Penalty: 5317.131836
	Iteration 18Q: 3 clusters Score -3671596 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36596 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -3672141.750000 Penalty: 5317.131836
	Iteration 19Q: 3 clusters Score -3672142 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37353 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -3672728.500000 Penalty: 5317.131836
	Iteration 20F: 3 clusters Score -3672728 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38010 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -3673252.000000 Penalty: 5317.131836
	Iteration 21Q: 3 clusters Score -3673252 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38589 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -3673706.250000 Penalty: 5317.131836
	Iteration 22Q: 3 clusters Score -3673706 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39051 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -3674020.250000 Penalty: 5317.131836
	Iteration 23Q: 3 clusters Score -3674020 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39468 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -3674230.000000 Penalty: 5317.131836
	Iteration 24Q: 3 clusters Score -3674230 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39804 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -3674338.250000 Penalty: 5317.131836
	Iteration 25Q: 3 clusters Score -3674338 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40079 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -3674423.000000 Penalty: 5317.131836
	Iteration 26Q: 3 clusters Score -3674423 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40328 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -3674502.750000 Penalty: 5317.131836
	Iteration 27Q: 3 clusters Score -3674503 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40547 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -3674555.250000 Penalty: 5317.131836
	Iteration 28Q: 3 clusters Score -3674555 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40739 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -3674621.250000 Penalty: 5317.131836
	Iteration 29Q: 3 clusters Score -3674621 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40919 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -3674673.250000 Penalty: 5317.131836
	Iteration 30Q: 3 clusters Score -3674673 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41094 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -3674719.000000 Penalty: 5317.131836
	Iteration 31Q: 3 clusters Score -3674719 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41254 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -3674763.750000 Penalty: 5317.131836
	Iteration 32Q: 3 clusters Score -3674764 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41413 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -3674789.000000 Penalty: 5317.131836
	Iteration 33Q: 3 clusters Score -3674789 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41571 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -3674849.750000 Penalty: 5317.131836
	Iteration 34Q: 3 clusters Score -3674850 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41704 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -3674886.250000 Penalty: 5317.131836
	Iteration 35Q: 3 clusters Score -3674886 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41829 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -3674909.750000 Penalty: 5317.131836
	Iteration 36Q: 3 clusters Score -3674910 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41931 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -3674931.000000 Penalty: 5317.131836
	Iteration 37Q: 3 clusters Score -3674931 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42022 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -3674954.500000 Penalty: 5317.131836
	Iteration 38Q: 3 clusters Score -3674954 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42109 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -3674975.750000 Penalty: 5317.131836
	Iteration 39Q: 3 clusters Score -3674976 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42191 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -3674994.000000 Penalty: 5317.131836
	Iteration 40F: 3 clusters Score -3674994 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42272 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -3675023.500000 Penalty: 5317.131836
	Iteration 41Q: 3 clusters Score -3675024 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42345 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -3675030.250000 Penalty: 5317.131836
	Iteration 42Q: 3 clusters Score -3675030 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42414 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -3675057.000000 Penalty: 5317.131836
	Iteration 43Q: 3 clusters Score -3675057 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42487 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -3675086.000000 Penalty: 5317.131836
	Iteration 44Q: 3 clusters Score -3675086 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42546 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -3675113.500000 Penalty: 5317.131836
	Iteration 45Q: 3 clusters Score -3675114 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42605 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -3675144.750000 Penalty: 5317.131836
	Iteration 46Q: 3 clusters Score -3675145 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42668 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -3675170.000000 Penalty: 5317.131836
	Iteration 47Q: 3 clusters Score -3675170 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42735 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -3675201.500000 Penalty: 5317.131836
	Iteration 48Q: 3 clusters Score -3675202 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42790 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -3675228.250000 Penalty: 5317.131836
	Iteration 49Q: 3 clusters Score -3675228 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42845 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -3675239.000000 Penalty: 5317.131836
	Iteration 50Q: 3 clusters Score -3675239 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42893 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -3675258.500000 Penalty: 5317.131836
	Iteration 51Q: 3 clusters Score -3675258 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42930 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -3675262.500000 Penalty: 5317.131836
	Iteration 52Q: 3 clusters Score -3675262 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42972 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -3675270.500000 Penalty: 5317.131836
	Iteration 53Q: 3 clusters Score -3675270 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43011 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -3675299.750000 Penalty: 5317.131836
	Iteration 54Q: 3 clusters Score -3675300 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43047 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -3675309.750000 Penalty: 5317.131836
	Iteration 55Q: 3 clusters Score -3675310 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43071 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -3675311.000000 Penalty: 5317.131836
	Iteration 56Q: 3 clusters Score -3675311 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43095 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -3675309.500000 Penalty: 5317.131836
	Iteration 57Q: 3 clusters Score -3675310 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43118 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -3675312.750000 Penalty: 5317.131836
	Iteration 58Q: 3 clusters Score -3675313 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43136 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -3675322.500000 Penalty: 5317.131836
	Iteration 59Q: 3 clusters Score -3675322 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43157 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -3675323.000000 Penalty: 5317.131836
	Iteration 60F: 3 clusters Score -3675323 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43173 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -3675330.750000 Penalty: 5317.131836
	Iteration 61Q: 3 clusters Score -3675331 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43191 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -3675329.250000 Penalty: 5317.131836
	Iteration 62Q: 3 clusters Score -3675329 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43210 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -3675336.500000 Penalty: 5317.131836
	Iteration 63Q: 3 clusters Score -3675336 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43236 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -3675339.000000 Penalty: 5317.131836
	Iteration 64Q: 3 clusters Score -3675339 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43256 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -3675344.500000 Penalty: 5317.131836
	Iteration 65Q: 3 clusters Score -3675344 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43263 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -3675343.000000 Penalty: 5317.131836
	Iteration 66Q: 3 clusters Score -3675343 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43268 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -3675346.250000 Penalty: 5317.131836
	Iteration 67Q: 3 clusters Score -3675346 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43278 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -3675350.250000 Penalty: 5317.131836
	Iteration 68Q: 3 clusters Score -3675350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43284 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -3675355.500000 Penalty: 5317.131836
	Iteration 69Q: 3 clusters Score -3675356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43291 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -3675352.000000 Penalty: 5317.131836
	Iteration 70Q: 3 clusters Score -3675352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43297 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -3675356.250000 Penalty: 5317.131836
	Iteration 71Q: 3 clusters Score -3675356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43301 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -3675356.500000 Penalty: 5317.131836
	Iteration 72Q: 3 clusters Score -3675356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43303 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -3675362.500000 Penalty: 5317.131836
	Iteration 73Q: 3 clusters Score -3675362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43306 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -3675359.000000 Penalty: 5317.131836
	Iteration 74Q: 3 clusters Score -3675359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43306 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -3675356.750000 Penalty: 5317.131836
	Iteration 75Q: 3 clusters Score -3675357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43307 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -3675358.500000 Penalty: 5317.131836
	Iteration 76Q: 3 clusters Score -3675358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43307 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -3675357.750000 Penalty: 5317.131836
	Iteration 77Q: 3 clusters Score -3675358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43307 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -3675357.750000 Penalty: 5317.131836
	Iteration 78F: 3 clusters Score -3675358 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Entering Unmasked Estep 
Score: -518045.781250 Penalty: 2179.192627
	Iteration 0F: 2 clusters Score -518045.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -512604.968750 Penalty: 4358.385254
	Iteration 0F: 3 clusters Score -512605 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -514014.750000 Penalty: 4358.385254
	Iteration 1F: 3 clusters Score -514014.8 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -514235.593750 Penalty: 4358.385254
	Iteration 2F: 3 clusters Score -514235.6 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -514382.593750 Penalty: 4358.385254
	Iteration 3Q: 3 clusters Score -514382.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -514495.250000 Penalty: 4358.385254
	Iteration 4Q: 3 clusters Score -514495.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -514597.750000 Penalty: 4358.385254
	Iteration 5Q: 3 clusters Score -514597.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -514690.031250 Penalty: 4358.385254
	Iteration 6Q: 3 clusters Score -514690 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -514782.312500 Penalty: 4358.385254
	Iteration 7Q: 3 clusters Score -514782.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -514901.500000 Penalty: 4358.385254
	Iteration 8Q: 3 clusters Score -514901.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -515034.593750 Penalty: 4358.385254
	Iteration 9Q: 3 clusters Score -515034.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -515177.000000 Penalty: 4358.385254
	Iteration 10Q: 3 clusters Score -515177 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -515309.468750 Penalty: 4358.385254
	Iteration 11Q: 3 clusters Score -515309.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -515427.437500 Penalty: 4358.385254
	Iteration 12Q: 3 clusters Score -515427.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -515523.906250 Penalty: 4358.385254
	Iteration 13Q: 3 clusters Score -515523.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -515599.875000 Penalty: 4358.385254
	Iteration 14Q: 3 clusters Score -515599.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -515667.531250 Penalty: 4358.385254
	Iteration 15Q: 3 clusters Score -515667.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -515732.843750 Penalty: 4358.385254
	Iteration 16Q: 3 clusters Score -515732.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -515789.843750 Penalty: 4358.385254
	Iteration 17Q: 3 clusters Score -515789.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -515834.031250 Penalty: 4358.385254
	Iteration 18Q: 3 clusters Score -515834 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -515874.437500 Penalty: 4358.385254
	Iteration 19Q: 3 clusters Score -515874.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -515906.062500 Penalty: 4358.385254
	Iteration 20F: 3 clusters Score -515906.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -515953.625000 Penalty: 4358.385254
	Iteration 21Q: 3 clusters Score -515953.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -516000.562500 Penalty: 4358.385254
	Iteration 22Q: 3 clusters Score -516000.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -516032.187500 Penalty: 4358.385254
	Iteration 23Q: 3 clusters Score -516032.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -516063.093750 Penalty: 4358.385254
	Iteration 24Q: 3 clusters Score -516063.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -516088.937500 Penalty: 4358.385254
	Iteration 25Q: 3 clusters Score -516088.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -516108.125000 Penalty: 4358.385254
	Iteration 26Q: 3 clusters Score -516108.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -516127.156250 Penalty: 4358.385254
	Iteration 27Q: 3 clusters Score -516127.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -516148.562500 Penalty: 4358.385254
	Iteration 28Q: 3 clusters Score -516148.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -516168.437500 Penalty: 4358.385254
	Iteration 29Q: 3 clusters Score -516168.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -516191.781250 Penalty: 4358.385254
	Iteration 30Q: 3 clusters Score -516191.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -516219.218750 Penalty: 4358.385254
	Iteration 31Q: 3 clusters Score -516219.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -516250.625000 Penalty: 4358.385254
	Iteration 32Q: 3 clusters Score -516250.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -516288.968750 Penalty: 4358.385254
	Iteration 33Q: 3 clusters Score -516289 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -516326.218750 Penalty: 4358.385254
	Iteration 34Q: 3 clusters Score -516326.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -516357.718750 Penalty: 4358.385254
	Iteration 35Q: 3 clusters Score -516357.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -516391.906250 Penalty: 4358.385254
	Iteration 36Q: 3 clusters Score -516391.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -516428.500000 Penalty: 4358.385254
	Iteration 37Q: 3 clusters Score -516428.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -516471.062500 Penalty: 4358.385254
	Iteration 38Q: 3 clusters Score -516471.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -516519.125000 Penalty: 4358.385254
	Iteration 39Q: 3 clusters Score -516519.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -516564.218750 Penalty: 4358.385254
	Iteration 40F: 3 clusters Score -516564.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -516611.468750 Penalty: 4358.385254
	Iteration 41Q: 3 clusters Score -516611.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -516644.906250 Penalty: 4358.385254
	Iteration 42Q: 3 clusters Score -516644.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -516678.562500 Penalty: 4358.385254
	Iteration 43Q: 3 clusters Score -516678.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -516712.375000 Penalty: 4358.385254
	Iteration 44Q: 3 clusters Score -516712.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -516747.187500 Penalty: 4358.385254
	Iteration 45Q: 3 clusters Score -516747.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -516773.406250 Penalty: 4358.385254
	Iteration 46Q: 3 clusters Score -516773.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -516806.687500 Penalty: 4358.385254
	Iteration 47Q: 3 clusters Score -516806.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -516838.656250 Penalty: 4358.385254
	Iteration 48Q: 3 clusters Score -516838.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -516868.750000 Penalty: 4358.385254
	Iteration 49Q: 3 clusters Score -516868.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -516901.156250 Penalty: 4358.385254
	Iteration 50Q: 3 clusters Score -516901.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -516925.656250 Penalty: 4358.385254
	Iteration 51Q: 3 clusters Score -516925.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -516940.656250 Penalty: 4358.385254
	Iteration 52Q: 3 clusters Score -516940.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -516949.812500 Penalty: 4358.385254
	Iteration 53Q: 3 clusters Score -516949.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -516956.781250 Penalty: 4358.385254
	Iteration 54Q: 3 clusters Score -516956.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -516963.437500 Penalty: 4358.385254
	Iteration 55Q: 3 clusters Score -516963.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -516965.656250 Penalty: 4358.385254
	Iteration 56Q: 3 clusters Score -516965.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -516968.187500 Penalty: 4358.385254
	Iteration 57Q: 3 clusters Score -516968.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -516968.218750 Penalty: 4358.385254
	Iteration 58Q: 3 clusters Score -516968.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -516969.031250 Penalty: 4358.385254
	Iteration 59Q: 3 clusters Score -516969 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -516969.031250 Penalty: 4358.385254
	Iteration 60F: 3 clusters Score -516969 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Entering Unmasked Estep 
Score: -779645.812500 Penalty: 2298.989258
	Iteration 0F: 2 clusters Score -779645.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -771597.437500 Penalty: 4597.978516
	Iteration 0F: 3 clusters Score -771597.4 nChanged 4378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -774115.375000 Penalty: 4597.978516
	Iteration 1F: 3 clusters Score -774115.4 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -774832.437500 Penalty: 4597.978516
	Iteration 2F: 3 clusters Score -774832.4 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -775715.125000 Penalty: 4597.978516
	Iteration 3F: 3 clusters Score -775715.1 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -776671.812500 Penalty: 4597.978516
	Iteration 4F: 3 clusters Score -776671.8 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -777570.437500 Penalty: 4597.978516
	Iteration 5F: 3 clusters Score -777570.4 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -778229.812500 Penalty: 4597.978516
	Iteration 6F: 3 clusters Score -778229.8 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -778629.750000 Penalty: 4597.978516
	Iteration 7F: 3 clusters Score -778629.8 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -778875.875000 Penalty: 4597.978516
	Iteration 8Q: 3 clusters Score -778875.9 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -779032.312500 Penalty: 4597.978516
	Iteration 9Q: 3 clusters Score -779032.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -779131.812500 Penalty: 4597.978516
	Iteration 10Q: 3 clusters Score -779131.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -779193.125000 Penalty: 4597.978516
	Iteration 11Q: 3 clusters Score -779193.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -779230.812500 Penalty: 4597.978516
	Iteration 12Q: 3 clusters Score -779230.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -779245.437500 Penalty: 4597.978516
	Iteration 13Q: 3 clusters Score -779245.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -779251.000000 Penalty: 4597.978516
	Iteration 14Q: 3 clusters Score -779251 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -779253.687500 Penalty: 4597.978516
	Iteration 15Q: 3 clusters Score -779253.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -779251.437500 Penalty: 4597.978516
	Iteration 16Q: 3 clusters Score -779251.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -779255.187500 Penalty: 4597.978516
	Iteration 17Q: 3 clusters Score -779255.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -779255.187500 Penalty: 4597.978516
	Iteration 18Q: 3 clusters Score -779255.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -779254.687500 Penalty: 4597.978516
	Iteration 19Q: 3 clusters Score -779254.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -779255.312500 Penalty: 4597.978516
	Iteration 20F: 3 clusters Score -779255.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -779256.062500 Penalty: 4597.978516
	Iteration 21Q: 3 clusters Score -779256.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -779254.875000 Penalty: 4597.978516
	Iteration 22Q: 3 clusters Score -779254.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -779255.562500 Penalty: 4597.978516
	Iteration 23Q: 3 clusters Score -779255.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -779257.062500 Penalty: 4597.978516
	Iteration 24Q: 3 clusters Score -779257.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -779257.062500 Penalty: 4597.978516
	Iteration 25F: 3 clusters Score -779257.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (37230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37230 members 
Entering Unmasked Estep 
Score: -2901540.500000 Penalty: 2610.167725
	Iteration 0F: 2 clusters Score -2901540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18657 members 
Mstep: Class 2 contains 18573 members 
Entering Unmasked Estep 
Score: -2876349.250000 Penalty: 5220.335449
	Iteration 0F: 3 clusters Score -2876349 nChanged 16922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18629 members 
Mstep: Class 2 contains 18601 members 
Entering Unmasked Estep 
Score: -2885758.250000 Penalty: 5220.335449
	Iteration 1F: 3 clusters Score -2885758 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18522 members 
Mstep: Class 2 contains 18708 members 
Entering Unmasked Estep 
Score: -2886546.250000 Penalty: 5220.335449
	Iteration 2F: 3 clusters Score -2886546 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18323 members 
Mstep: Class 2 contains 18907 members 
Entering Unmasked Estep 
Score: -2887393.750000 Penalty: 5220.335449
	Iteration 3F: 3 clusters Score -2887394 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18030 members 
Mstep: Class 2 contains 19200 members 
Entering Unmasked Estep 
Score: -2888315.500000 Penalty: 5220.335449
	Iteration 4F: 3 clusters Score -2888316 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17683 members 
Mstep: Class 2 contains 19547 members 
Entering Unmasked Estep 
Score: -2889336.750000 Penalty: 5220.335449
	Iteration 5F: 3 clusters Score -2889337 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17282 members 
Mstep: Class 2 contains 19948 members 
Entering Unmasked Estep 
Score: -2890486.000000 Penalty: 5220.335449
	Iteration 6F: 3 clusters Score -2890486 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16828 members 
Mstep: Class 2 contains 20402 members 
Entering Unmasked Estep 
Score: -2891708.500000 Penalty: 5220.335449
	Iteration 7F: 3 clusters Score -2891708 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 20817 members 
Entering Unmasked Estep 
Score: -2892860.250000 Penalty: 5220.335449
	Iteration 8F: 3 clusters Score -2892860 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 21283 members 
Entering Unmasked Estep 
Score: -2893912.000000 Penalty: 5220.335449
	Iteration 9Q: 3 clusters Score -2893912 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 21729 members 
Entering Unmasked Estep 
Score: -2894792.250000 Penalty: 5220.335449
	Iteration 10Q: 3 clusters Score -2894792 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 22149 members 
Entering Unmasked Estep 
Score: -2895458.750000 Penalty: 5220.335449
	Iteration 11Q: 3 clusters Score -2895459 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 22505 members 
Entering Unmasked Estep 
Score: -2895871.250000 Penalty: 5220.335449
	Iteration 12Q: 3 clusters Score -2895871 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 22873 members 
Entering Unmasked Estep 
Score: -2896151.750000 Penalty: 5220.335449
	Iteration 13Q: 3 clusters Score -2896152 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 23211 members 
Entering Unmasked Estep 
Score: -2896316.750000 Penalty: 5220.335449
	Iteration 14Q: 3 clusters Score -2896317 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 23509 members 
Entering Unmasked Estep 
Score: -2896419.000000 Penalty: 5220.335449
	Iteration 15Q: 3 clusters Score -2896419 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 23800 members 
Entering Unmasked Estep 
Score: -2896486.000000 Penalty: 5220.335449
	Iteration 16Q: 3 clusters Score -2896486 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 24097 members 
Entering Unmasked Estep 
Score: -2896561.250000 Penalty: 5220.335449
	Iteration 17Q: 3 clusters Score -2896561 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 24400 members 
Entering Unmasked Estep 
Score: -2896609.750000 Penalty: 5220.335449
	Iteration 18Q: 3 clusters Score -2896610 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 24678 members 
Entering Unmasked Estep 
Score: -2896666.500000 Penalty: 5220.335449
	Iteration 19Q: 3 clusters Score -2896666 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 24955 members 
Entering Unmasked Estep 
Score: -2896714.500000 Penalty: 5220.335449
	Iteration 20F: 3 clusters Score -2896714 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 25221 members 
Entering Unmasked Estep 
Score: -2896765.500000 Penalty: 5220.335449
	Iteration 21Q: 3 clusters Score -2896766 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 25472 members 
Entering Unmasked Estep 
Score: -2896830.000000 Penalty: 5220.335449
	Iteration 22Q: 3 clusters Score -2896830 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 25719 members 
Entering Unmasked Estep 
Score: -2896867.250000 Penalty: 5220.335449
	Iteration 23Q: 3 clusters Score -2896867 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 25947 members 
Entering Unmasked Estep 
Score: -2896902.500000 Penalty: 5220.335449
	Iteration 24Q: 3 clusters Score -2896902 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 26159 members 
Entering Unmasked Estep 
Score: -2896923.500000 Penalty: 5220.335449
	Iteration 25Q: 3 clusters Score -2896924 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 26347 members 
Entering Unmasked Estep 
Score: -2896966.000000 Penalty: 5220.335449
	Iteration 26Q: 3 clusters Score -2896966 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 26552 members 
Entering Unmasked Estep 
Score: -2896999.750000 Penalty: 5220.335449
	Iteration 27Q: 3 clusters Score -2897000 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 26772 members 
Entering Unmasked Estep 
Score: -2897036.000000 Penalty: 5220.335449
	Iteration 28Q: 3 clusters Score -2897036 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 27010 members 
Entering Unmasked Estep 
Score: -2897098.750000 Penalty: 5220.335449
	Iteration 29Q: 3 clusters Score -2897099 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 27257 members 
Entering Unmasked Estep 
Score: -2897164.250000 Penalty: 5220.335449
	Iteration 30Q: 3 clusters Score -2897164 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 27521 members 
Entering Unmasked Estep 
Score: -2897226.000000 Penalty: 5220.335449
	Iteration 31Q: 3 clusters Score -2897226 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 27856 members 
Entering Unmasked Estep 
Score: -2897366.500000 Penalty: 5220.335449
	Iteration 32Q: 3 clusters Score -2897366 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 28249 members 
Entering Unmasked Estep 
Score: -2897525.000000 Penalty: 5220.335449
	Iteration 33Q: 3 clusters Score -2897525 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 28629 members 
Entering Unmasked Estep 
Score: -2897735.500000 Penalty: 5220.335449
	Iteration 34Q: 3 clusters Score -2897736 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 29004 members 
Entering Unmasked Estep 
Score: -2897951.750000 Penalty: 5220.335449
	Iteration 35Q: 3 clusters Score -2897952 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 29373 members 
Entering Unmasked Estep 
Score: -2898134.500000 Penalty: 5220.335449
	Iteration 36Q: 3 clusters Score -2898134 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 29716 members 
Entering Unmasked Estep 
Score: -2898292.250000 Penalty: 5220.335449
	Iteration 37Q: 3 clusters Score -2898292 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 30026 members 
Entering Unmasked Estep 
Score: -2898436.750000 Penalty: 5220.335449
	Iteration 38Q: 3 clusters Score -2898437 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 30285 members 
Entering Unmasked Estep 
Score: -2898540.750000 Penalty: 5220.335449
	Iteration 39Q: 3 clusters Score -2898541 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 30502 members 
Entering Unmasked Estep 
Score: -2898582.750000 Penalty: 5220.335449
	Iteration 40F: 3 clusters Score -2898583 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 30724 members 
Entering Unmasked Estep 
Score: -2898653.250000 Penalty: 5220.335449
	Iteration 41Q: 3 clusters Score -2898653 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 30936 members 
Entering Unmasked Estep 
Score: -2898694.250000 Penalty: 5220.335449
	Iteration 42Q: 3 clusters Score -2898694 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 31118 members 
Entering Unmasked Estep 
Score: -2898734.500000 Penalty: 5220.335449
	Iteration 43Q: 3 clusters Score -2898734 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 31304 members 
Entering Unmasked Estep 
Score: -2898791.750000 Penalty: 5220.335449
	Iteration 44Q: 3 clusters Score -2898792 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 31490 members 
Entering Unmasked Estep 
Score: -2898842.750000 Penalty: 5220.335449
	Iteration 45Q: 3 clusters Score -2898843 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 31677 members 
Entering Unmasked Estep 
Score: -2898876.750000 Penalty: 5220.335449
	Iteration 46Q: 3 clusters Score -2898877 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 31844 members 
Entering Unmasked Estep 
Score: -2898910.000000 Penalty: 5220.335449
	Iteration 47Q: 3 clusters Score -2898910 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 32011 members 
Entering Unmasked Estep 
Score: -2898942.250000 Penalty: 5220.335449
	Iteration 48Q: 3 clusters Score -2898942 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 32177 members 
Entering Unmasked Estep 
Score: -2898988.250000 Penalty: 5220.335449
	Iteration 49Q: 3 clusters Score -2898988 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 32346 members 
Entering Unmasked Estep 
Score: -2899033.250000 Penalty: 5220.335449
	Iteration 50Q: 3 clusters Score -2899033 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 32524 members 
Entering Unmasked Estep 
Score: -2899077.000000 Penalty: 5220.335449
	Iteration 51Q: 3 clusters Score -2899077 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 32697 members 
Entering Unmasked Estep 
Score: -2899144.500000 Penalty: 5220.335449
	Iteration 52Q: 3 clusters Score -2899144 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 32885 members 
Entering Unmasked Estep 
Score: -2899207.500000 Penalty: 5220.335449
	Iteration 53Q: 3 clusters Score -2899208 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 33074 members 
Entering Unmasked Estep 
Score: -2899264.000000 Penalty: 5220.335449
	Iteration 54Q: 3 clusters Score -2899264 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 33241 members 
Entering Unmasked Estep 
Score: -2899297.250000 Penalty: 5220.335449
	Iteration 55Q: 3 clusters Score -2899297 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 33387 members 
Entering Unmasked Estep 
Score: -2899336.500000 Penalty: 5220.335449
	Iteration 56Q: 3 clusters Score -2899336 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 33523 members 
Entering Unmasked Estep 
Score: -2899364.000000 Penalty: 5220.335449
	Iteration 57Q: 3 clusters Score -2899364 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 33667 members 
Entering Unmasked Estep 
Score: -2899392.500000 Penalty: 5220.335449
	Iteration 58Q: 3 clusters Score -2899392 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 33801 members 
Entering Unmasked Estep 
Score: -2899443.250000 Penalty: 5220.335449
	Iteration 59Q: 3 clusters Score -2899443 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 33914 members 
Entering Unmasked Estep 
Score: -2899470.000000 Penalty: 5220.335449
	Iteration 60F: 3 clusters Score -2899470 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 34022 members 
Entering Unmasked Estep 
Score: -2899505.750000 Penalty: 5220.335449
	Iteration 61Q: 3 clusters Score -2899506 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 34125 members 
Entering Unmasked Estep 
Score: -2899528.250000 Penalty: 5220.335449
	Iteration 62Q: 3 clusters Score -2899528 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 34213 members 
Entering Unmasked Estep 
Score: -2899559.000000 Penalty: 5220.335449
	Iteration 63Q: 3 clusters Score -2899559 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 34313 members 
Entering Unmasked Estep 
Score: -2899585.000000 Penalty: 5220.335449
	Iteration 64Q: 3 clusters Score -2899585 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 34401 members 
Entering Unmasked Estep 
Score: -2899608.000000 Penalty: 5220.335449
	Iteration 65Q: 3 clusters Score -2899608 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 34492 members 
Entering Unmasked Estep 
Score: -2899643.500000 Penalty: 5220.335449
	Iteration 66Q: 3 clusters Score -2899644 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 34568 members 
Entering Unmasked Estep 
Score: -2899659.000000 Penalty: 5220.335449
	Iteration 67Q: 3 clusters Score -2899659 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 34648 members 
Entering Unmasked Estep 
Score: -2899677.250000 Penalty: 5220.335449
	Iteration 68Q: 3 clusters Score -2899677 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 34747 members 
Entering Unmasked Estep 
Score: -2899708.500000 Penalty: 5220.335449
	Iteration 69Q: 3 clusters Score -2899708 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 34845 members 
Entering Unmasked Estep 
Score: -2899746.250000 Penalty: 5220.335449
	Iteration 70Q: 3 clusters Score -2899746 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 34930 members 
Entering Unmasked Estep 
Score: -2899775.250000 Penalty: 5220.335449
	Iteration 71Q: 3 clusters Score -2899775 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 35000 members 
Entering Unmasked Estep 
Score: -2899780.750000 Penalty: 5220.335449
	Iteration 72Q: 3 clusters Score -2899781 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 35057 members 
Entering Unmasked Estep 
Score: -2899801.000000 Penalty: 5220.335449
	Iteration 73Q: 3 clusters Score -2899801 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 35119 members 
Entering Unmasked Estep 
Score: -2899814.750000 Penalty: 5220.335449
	Iteration 74Q: 3 clusters Score -2899815 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 35178 members 
Entering Unmasked Estep 
Score: -2899834.750000 Penalty: 5220.335449
	Iteration 75Q: 3 clusters Score -2899835 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 35234 members 
Entering Unmasked Estep 
Score: -2899845.500000 Penalty: 5220.335449
	Iteration 76Q: 3 clusters Score -2899846 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 35274 members 
Entering Unmasked Estep 
Score: -2899853.750000 Penalty: 5220.335449
	Iteration 77Q: 3 clusters Score -2899854 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 35319 members 
Entering Unmasked Estep 
Score: -2899871.000000 Penalty: 5220.335449
	Iteration 78Q: 3 clusters Score -2899871 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 35362 members 
Entering Unmasked Estep 
Score: -2899871.000000 Penalty: 5220.335449
	Iteration 79Q: 3 clusters Score -2899871 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 35395 members 
Entering Unmasked Estep 
Score: -2899882.000000 Penalty: 5220.335449
	Iteration 80F: 3 clusters Score -2899882 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 35433 members 
Entering Unmasked Estep 
Score: -2899895.000000 Penalty: 5220.335449
	Iteration 81Q: 3 clusters Score -2899895 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 35475 members 
Entering Unmasked Estep 
Score: -2899905.000000 Penalty: 5220.335449
	Iteration 82Q: 3 clusters Score -2899905 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 35518 members 
Entering Unmasked Estep 
Score: -2899926.000000 Penalty: 5220.335449
	Iteration 83Q: 3 clusters Score -2899926 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 35551 members 
Entering Unmasked Estep 
Score: -2899931.000000 Penalty: 5220.335449
	Iteration 84Q: 3 clusters Score -2899931 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 35582 members 
Entering Unmasked Estep 
Score: -2899962.250000 Penalty: 5220.335449
	Iteration 85Q: 3 clusters Score -2899962 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 35615 members 
Entering Unmasked Estep 
Score: -2899979.750000 Penalty: 5220.335449
	Iteration 86Q: 3 clusters Score -2899980 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 35648 members 
Entering Unmasked Estep 
Score: -2899990.250000 Penalty: 5220.335449
	Iteration 87Q: 3 clusters Score -2899990 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 35683 members 
Entering Unmasked Estep 
Score: -2900004.250000 Penalty: 5220.335449
	Iteration 88Q: 3 clusters Score -2900004 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 35714 members 
Entering Unmasked Estep 
Score: -2900026.250000 Penalty: 5220.335449
	Iteration 89Q: 3 clusters Score -2900026 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 35748 members 
Entering Unmasked Estep 
Score: -2900034.500000 Penalty: 5220.335449
	Iteration 90Q: 3 clusters Score -2900034 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 35780 members 
Entering Unmasked Estep 
Score: -2900052.000000 Penalty: 5220.335449
	Iteration 91Q: 3 clusters Score -2900052 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 35814 members 
Entering Unmasked Estep 
Score: -2900076.750000 Penalty: 5220.335449
	Iteration 92Q: 3 clusters Score -2900077 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 35839 members 
Entering Unmasked Estep 
Score: -2900090.250000 Penalty: 5220.335449
	Iteration 93Q: 3 clusters Score -2900090 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 35851 members 
Entering Unmasked Estep 
Score: -2900103.500000 Penalty: 5220.335449
	Iteration 94Q: 3 clusters Score -2900104 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 35875 members 
Entering Unmasked Estep 
Score: -2900124.000000 Penalty: 5220.335449
	Iteration 95Q: 3 clusters Score -2900124 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 35902 members 
Entering Unmasked Estep 
Score: -2900133.750000 Penalty: 5220.335449
	Iteration 96Q: 3 clusters Score -2900134 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 35924 members 
Entering Unmasked Estep 
Score: -2900142.750000 Penalty: 5220.335449
	Iteration 97Q: 3 clusters Score -2900143 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 35956 members 
Entering Unmasked Estep 
Score: -2900153.500000 Penalty: 5220.335449
	Iteration 98Q: 3 clusters Score -2900154 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 35974 members 
Entering Unmasked Estep 
Score: -2900160.250000 Penalty: 5220.335449
	Iteration 99Q: 3 clusters Score -2900160 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 36002 members 
Entering Unmasked Estep 
Score: -2900180.000000 Penalty: 5220.335449
	Iteration 100F: 3 clusters Score -2900180 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 36034 members 
Entering Unmasked Estep 
Score: -2900196.500000 Penalty: 5220.335449
	Iteration 101Q: 3 clusters Score -2900196 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 36066 members 
Entering Unmasked Estep 
Score: -2900213.250000 Penalty: 5220.335449
	Iteration 102Q: 3 clusters Score -2900213 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 36094 members 
Entering Unmasked Estep 
Score: -2900235.250000 Penalty: 5220.335449
	Iteration 103Q: 3 clusters Score -2900235 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 36127 members 
Entering Unmasked Estep 
Score: -2900256.250000 Penalty: 5220.335449
	Iteration 104Q: 3 clusters Score -2900256 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 36149 members 
Entering Unmasked Estep 
Score: -2900270.500000 Penalty: 5220.335449
	Iteration 105Q: 3 clusters Score -2900270 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 36173 members 
Entering Unmasked Estep 
Score: -2900286.750000 Penalty: 5220.335449
	Iteration 106Q: 3 clusters Score -2900287 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 36193 members 
Entering Unmasked Estep 
Score: -2900313.000000 Penalty: 5220.335449
	Iteration 107Q: 3 clusters Score -2900313 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 36210 members 
Entering Unmasked Estep 
Score: -2900330.750000 Penalty: 5220.335449
	Iteration 108Q: 3 clusters Score -2900331 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 36222 members 
Entering Unmasked Estep 
Score: -2900346.250000 Penalty: 5220.335449
	Iteration 109Q: 3 clusters Score -2900346 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 36236 members 
Entering Unmasked Estep 
Score: -2900349.500000 Penalty: 5220.335449
	Iteration 110Q: 3 clusters Score -2900350 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 36243 members 
Entering Unmasked Estep 
Score: -2900357.500000 Penalty: 5220.335449
	Iteration 111Q: 3 clusters Score -2900358 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 36251 members 
Entering Unmasked Estep 
Score: -2900372.250000 Penalty: 5220.335449
	Iteration 112Q: 3 clusters Score -2900372 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 36262 members 
Entering Unmasked Estep 
Score: -2900375.500000 Penalty: 5220.335449
	Iteration 113Q: 3 clusters Score -2900376 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 36270 members 
Entering Unmasked Estep 
Score: -2900381.500000 Penalty: 5220.335449
	Iteration 114Q: 3 clusters Score -2900382 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 36275 members 
Entering Unmasked Estep 
Score: -2900385.750000 Penalty: 5220.335449
	Iteration 115Q: 3 clusters Score -2900386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 36280 members 
Entering Unmasked Estep 
Score: -2900391.500000 Penalty: 5220.335449
	Iteration 116Q: 3 clusters Score -2900392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 36283 members 
Entering Unmasked Estep 
Score: -2900395.750000 Penalty: 5220.335449
	Iteration 117Q: 3 clusters Score -2900396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 36286 members 
Entering Unmasked Estep 
Score: -2900399.000000 Penalty: 5220.335449
	Iteration 118Q: 3 clusters Score -2900399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 36287 members 
Entering Unmasked Estep 
Score: -2900401.250000 Penalty: 5220.335449
	Iteration 119Q: 3 clusters Score -2900401 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 36287 members 
Entering Unmasked Estep 
Score: -2900401.250000 Penalty: 5220.335449
	Iteration 120F: 3 clusters Score -2900401 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Entering Unmasked Estep 
Score: -272539.187500 Penalty: 2025.854980
	Iteration 0F: 2 clusters Score -272539.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -268958.468750 Penalty: 4051.709961
	Iteration 0F: 3 clusters Score -268958.5 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -269659.250000 Penalty: 4051.709961
	Iteration 1F: 3 clusters Score -269659.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -269815.968750 Penalty: 4051.709961
	Iteration 2F: 3 clusters Score -269816 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -269921.906250 Penalty: 4051.709961
	Iteration 3Q: 3 clusters Score -269921.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -270000.531250 Penalty: 4051.709961
	Iteration 4Q: 3 clusters Score -270000.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -270090.937500 Penalty: 4051.709961
	Iteration 5Q: 3 clusters Score -270090.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -270181.125000 Penalty: 4051.709961
	Iteration 6Q: 3 clusters Score -270181.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -270275.281250 Penalty: 4051.709961
	Iteration 7Q: 3 clusters Score -270275.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -270353.593750 Penalty: 4051.709961
	Iteration 8Q: 3 clusters Score -270353.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -270430.937500 Penalty: 4051.709961
	Iteration 9Q: 3 clusters Score -270430.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -270504.437500 Penalty: 4051.709961
	Iteration 10Q: 3 clusters Score -270504.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -270572.187500 Penalty: 4051.709961
	Iteration 11Q: 3 clusters Score -270572.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -270627.312500 Penalty: 4051.709961
	Iteration 12Q: 3 clusters Score -270627.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -270688.281250 Penalty: 4051.709961
	Iteration 13Q: 3 clusters Score -270688.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -270745.250000 Penalty: 4051.709961
	Iteration 14Q: 3 clusters Score -270745.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -270790.000000 Penalty: 4051.709961
	Iteration 15Q: 3 clusters Score -270790 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -270822.937500 Penalty: 4051.709961
	Iteration 16Q: 3 clusters Score -270822.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -270848.687500 Penalty: 4051.709961
	Iteration 17Q: 3 clusters Score -270848.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -270867.437500 Penalty: 4051.709961
	Iteration 18Q: 3 clusters Score -270867.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -270887.406250 Penalty: 4051.709961
	Iteration 19Q: 3 clusters Score -270887.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -270905.750000 Penalty: 4051.709961
	Iteration 20F: 3 clusters Score -270905.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -270926.156250 Penalty: 4051.709961
	Iteration 21Q: 3 clusters Score -270926.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -270937.687500 Penalty: 4051.709961
	Iteration 22Q: 3 clusters Score -270937.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -270946.906250 Penalty: 4051.709961
	Iteration 23Q: 3 clusters Score -270946.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -270961.812500 Penalty: 4051.709961
	Iteration 24Q: 3 clusters Score -270961.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -270971.125000 Penalty: 4051.709961
	Iteration 25Q: 3 clusters Score -270971.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -270980.250000 Penalty: 4051.709961
	Iteration 26Q: 3 clusters Score -270980.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -270990.062500 Penalty: 4051.709961
	Iteration 27Q: 3 clusters Score -270990.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -271001.718750 Penalty: 4051.709961
	Iteration 28Q: 3 clusters Score -271001.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -271009.437500 Penalty: 4051.709961
	Iteration 29Q: 3 clusters Score -271009.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -271013.343750 Penalty: 4051.709961
	Iteration 30Q: 3 clusters Score -271013.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -271014.468750 Penalty: 4051.709961
	Iteration 31Q: 3 clusters Score -271014.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -271015.562500 Penalty: 4051.709961
	Iteration 32Q: 3 clusters Score -271015.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -271018.031250 Penalty: 4051.709961
	Iteration 33Q: 3 clusters Score -271018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -271019.343750 Penalty: 4051.709961
	Iteration 34Q: 3 clusters Score -271019.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -271020.625000 Penalty: 4051.709961
	Iteration 35Q: 3 clusters Score -271020.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -271021.281250 Penalty: 4051.709961
	Iteration 36Q: 3 clusters Score -271021.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -271021.281250 Penalty: 4051.709961
	Iteration 37F: 3 clusters Score -271021.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (18421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18421 members 
Entering Unmasked Estep 
Score: -1308883.375000 Penalty: 2435.668945
	Iteration 0F: 2 clusters Score -1308883 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -1295812.750000 Penalty: 4871.337891
	Iteration 0F: 3 clusters Score -1295813 nChanged 8056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -1300373.625000 Penalty: 4871.337891
	Iteration 1F: 3 clusters Score -1300374 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -1300935.000000 Penalty: 4871.337891
	Iteration 2F: 3 clusters Score -1300935 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -1301424.750000 Penalty: 4871.337891
	Iteration 3F: 3 clusters Score -1301425 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -1301925.875000 Penalty: 4871.337891
	Iteration 4F: 3 clusters Score -1301926 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -1302377.500000 Penalty: 4871.337891
	Iteration 5Q: 3 clusters Score -1302378 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -1302821.625000 Penalty: 4871.337891
	Iteration 6Q: 3 clusters Score -1302822 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -1303283.500000 Penalty: 4871.337891
	Iteration 7Q: 3 clusters Score -1303284 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -1303775.875000 Penalty: 4871.337891
	Iteration 8Q: 3 clusters Score -1303776 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -1304320.750000 Penalty: 4871.337891
	Iteration 9Q: 3 clusters Score -1304321 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -1304890.625000 Penalty: 4871.337891
	Iteration 10Q: 3 clusters Score -1304891 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -1305465.750000 Penalty: 4871.337891
	Iteration 11Q: 3 clusters Score -1305466 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -1305917.125000 Penalty: 4871.337891
	Iteration 12Q: 3 clusters Score -1305917 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -1306224.375000 Penalty: 4871.337891
	Iteration 13Q: 3 clusters Score -1306224 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -1306406.500000 Penalty: 4871.337891
	Iteration 14Q: 3 clusters Score -1306406 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -1306539.375000 Penalty: 4871.337891
	Iteration 15Q: 3 clusters Score -1306539 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 14493 members 
Entering Unmasked Estep 
Score: -1306650.750000 Penalty: 4871.337891
	Iteration 16Q: 3 clusters Score -1306651 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
Score: -1306752.750000 Penalty: 4871.337891
	Iteration 17Q: 3 clusters Score -1306753 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -1306812.500000 Penalty: 4871.337891
	Iteration 18Q: 3 clusters Score -1306812 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -1306867.375000 Penalty: 4871.337891
	Iteration 19Q: 3 clusters Score -1306867 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -1306913.875000 Penalty: 4871.337891
	Iteration 20F: 3 clusters Score -1306914 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -1306949.750000 Penalty: 4871.337891
	Iteration 21Q: 3 clusters Score -1306950 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -1306986.625000 Penalty: 4871.337891
	Iteration 22Q: 3 clusters Score -1306987 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 15364 members 
Entering Unmasked Estep 
Score: -1307012.375000 Penalty: 4871.337891
	Iteration 23Q: 3 clusters Score -1307012 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 15455 members 
Entering Unmasked Estep 
Score: -1307047.500000 Penalty: 4871.337891
	Iteration 24Q: 3 clusters Score -1307048 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 15530 members 
Entering Unmasked Estep 
Score: -1307077.625000 Penalty: 4871.337891
	Iteration 25Q: 3 clusters Score -1307078 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -1307101.750000 Penalty: 4871.337891
	Iteration 26Q: 3 clusters Score -1307102 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -1307126.375000 Penalty: 4871.337891
	Iteration 27Q: 3 clusters Score -1307126 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 15713 members 
Entering Unmasked Estep 
Score: -1307138.875000 Penalty: 4871.337891
	Iteration 28Q: 3 clusters Score -1307139 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -1307161.250000 Penalty: 4871.337891
	Iteration 29Q: 3 clusters Score -1307161 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -1307181.500000 Penalty: 4871.337891
	Iteration 30Q: 3 clusters Score -1307182 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 15875 members 
Entering Unmasked Estep 
Score: -1307189.875000 Penalty: 4871.337891
	Iteration 31Q: 3 clusters Score -1307190 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 15908 members 
Entering Unmasked Estep 
Score: -1307196.250000 Penalty: 4871.337891
	Iteration 32Q: 3 clusters Score -1307196 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -1307207.875000 Penalty: 4871.337891
	Iteration 33Q: 3 clusters Score -1307208 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -1307214.875000 Penalty: 4871.337891
	Iteration 34Q: 3 clusters Score -1307215 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 16010 members 
Entering Unmasked Estep 
Score: -1307224.625000 Penalty: 4871.337891
	Iteration 35Q: 3 clusters Score -1307225 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 16049 members 
Entering Unmasked Estep 
Score: -1307230.125000 Penalty: 4871.337891
	Iteration 36Q: 3 clusters Score -1307230 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 16087 members 
Entering Unmasked Estep 
Score: -1307243.625000 Penalty: 4871.337891
	Iteration 37Q: 3 clusters Score -1307244 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -1307252.750000 Penalty: 4871.337891
	Iteration 38Q: 3 clusters Score -1307253 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -1307257.500000 Penalty: 4871.337891
	Iteration 39Q: 3 clusters Score -1307258 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -1307270.625000 Penalty: 4871.337891
	Iteration 40F: 3 clusters Score -1307271 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 16227 members 
Entering Unmasked Estep 
Score: -1307286.125000 Penalty: 4871.337891
	Iteration 41Q: 3 clusters Score -1307286 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -1307303.750000 Penalty: 4871.337891
	Iteration 42Q: 3 clusters Score -1307304 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 16310 members 
Entering Unmasked Estep 
Score: -1307311.250000 Penalty: 4871.337891
	Iteration 43Q: 3 clusters Score -1307311 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 16349 members 
Entering Unmasked Estep 
Score: -1307322.875000 Penalty: 4871.337891
	Iteration 44Q: 3 clusters Score -1307323 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 16379 members 
Entering Unmasked Estep 
Score: -1307328.000000 Penalty: 4871.337891
	Iteration 45Q: 3 clusters Score -1307328 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -1307336.125000 Penalty: 4871.337891
	Iteration 46Q: 3 clusters Score -1307336 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
Score: -1307345.750000 Penalty: 4871.337891
	Iteration 47Q: 3 clusters Score -1307346 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 16456 members 
Entering Unmasked Estep 
Score: -1307355.000000 Penalty: 4871.337891
	Iteration 48Q: 3 clusters Score -1307355 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 16482 members 
Entering Unmasked Estep 
Score: -1307357.625000 Penalty: 4871.337891
	Iteration 49Q: 3 clusters Score -1307358 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 16507 members 
Entering Unmasked Estep 
Score: -1307369.250000 Penalty: 4871.337891
	Iteration 50Q: 3 clusters Score -1307369 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
Score: -1307376.500000 Penalty: 4871.337891
	Iteration 51Q: 3 clusters Score -1307376 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 16554 members 
Entering Unmasked Estep 
Score: -1307380.625000 Penalty: 4871.337891
	Iteration 52Q: 3 clusters Score -1307381 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -1307387.125000 Penalty: 4871.337891
	Iteration 53Q: 3 clusters Score -1307387 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 16599 members 
Entering Unmasked Estep 
Score: -1307389.125000 Penalty: 4871.337891
	Iteration 54Q: 3 clusters Score -1307389 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -1307400.625000 Penalty: 4871.337891
	Iteration 55Q: 3 clusters Score -1307401 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -1307408.125000 Penalty: 4871.337891
	Iteration 56Q: 3 clusters Score -1307408 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
Score: -1307416.375000 Penalty: 4871.337891
	Iteration 57Q: 3 clusters Score -1307416 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 16688 members 
Entering Unmasked Estep 
Score: -1307420.375000 Penalty: 4871.337891
	Iteration 58Q: 3 clusters Score -1307420 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 16697 members 
Entering Unmasked Estep 
Score: -1307422.500000 Penalty: 4871.337891
	Iteration 59Q: 3 clusters Score -1307422 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 16709 members 
Entering Unmasked Estep 
Score: -1307428.500000 Penalty: 4871.337891
	Iteration 60F: 3 clusters Score -1307428 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -1307433.000000 Penalty: 4871.337891
	Iteration 61Q: 3 clusters Score -1307433 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 16725 members 
Entering Unmasked Estep 
Score: -1307434.125000 Penalty: 4871.337891
	Iteration 62Q: 3 clusters Score -1307434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 16728 members 
Entering Unmasked Estep 
Score: -1307435.000000 Penalty: 4871.337891
	Iteration 63Q: 3 clusters Score -1307435 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 16734 members 
Entering Unmasked Estep 
Score: -1307436.625000 Penalty: 4871.337891
	Iteration 64Q: 3 clusters Score -1307437 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 16739 members 
Entering Unmasked Estep 
Score: -1307437.250000 Penalty: 4871.337891
	Iteration 65Q: 3 clusters Score -1307437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 16743 members 
Entering Unmasked Estep 
Score: -1307437.625000 Penalty: 4871.337891
	Iteration 66Q: 3 clusters Score -1307438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 16746 members 
Entering Unmasked Estep 
Score: -1307437.750000 Penalty: 4871.337891
	Iteration 67Q: 3 clusters Score -1307438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
Score: -1307439.000000 Penalty: 4871.337891
	Iteration 68Q: 3 clusters Score -1307439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
Score: -1307437.625000 Penalty: 4871.337891
	Iteration 69Q: 3 clusters Score -1307438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -1307440.500000 Penalty: 4871.337891
	Iteration 70Q: 3 clusters Score -1307440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 16753 members 
Entering Unmasked Estep 
Score: -1307440.250000 Penalty: 4871.337891
	Iteration 71Q: 3 clusters Score -1307440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 16756 members 
Entering Unmasked Estep 
Score: -1307439.625000 Penalty: 4871.337891
	Iteration 72Q: 3 clusters Score -1307440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -1307440.625000 Penalty: 4871.337891
	Iteration 73Q: 3 clusters Score -1307441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 16760 members 
Entering Unmasked Estep 
Score: -1307442.250000 Penalty: 4871.337891
	Iteration 74Q: 3 clusters Score -1307442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 16763 members 
Entering Unmasked Estep 
Score: -1307442.750000 Penalty: 4871.337891
	Iteration 75Q: 3 clusters Score -1307443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 16762 members 
Entering Unmasked Estep 
Score: -1307442.625000 Penalty: 4871.337891
	Iteration 76Q: 3 clusters Score -1307443 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 16762 members 
Entering Unmasked Estep 
Score: -1307442.625000 Penalty: 4871.337891
	Iteration 77F: 3 clusters Score -1307443 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Entering Unmasked Estep 
Score: -729624.562500 Penalty: 2294.653076
	Iteration 0F: 2 clusters Score -729624.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -721630.437500 Penalty: 4589.306152
	Iteration 0F: 3 clusters Score -721630.4 nChanged 4350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -724168.437500 Penalty: 4589.306152
	Iteration 1F: 3 clusters Score -724168.4 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -724682.062500 Penalty: 4589.306152
	Iteration 2F: 3 clusters Score -724682.1 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -725169.625000 Penalty: 4589.306152
	Iteration 3F: 3 clusters Score -725169.6 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -725718.375000 Penalty: 4589.306152
	Iteration 4F: 3 clusters Score -725718.4 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -726193.937500 Penalty: 4589.306152
	Iteration 5F: 3 clusters Score -726193.9 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -726579.562500 Penalty: 4589.306152
	Iteration 6F: 3 clusters Score -726579.6 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -726871.437500 Penalty: 4589.306152
	Iteration 7Q: 3 clusters Score -726871.4 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -727088.375000 Penalty: 4589.306152
	Iteration 8Q: 3 clusters Score -727088.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -727287.000000 Penalty: 4589.306152
	Iteration 9Q: 3 clusters Score -727287 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -727476.312500 Penalty: 4589.306152
	Iteration 10Q: 3 clusters Score -727476.3 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -727655.687500 Penalty: 4589.306152
	Iteration 11Q: 3 clusters Score -727655.7 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -727812.937500 Penalty: 4589.306152
	Iteration 12Q: 3 clusters Score -727812.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -727938.500000 Penalty: 4589.306152
	Iteration 13Q: 3 clusters Score -727938.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -728044.437500 Penalty: 4589.306152
	Iteration 14Q: 3 clusters Score -728044.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -728124.562500 Penalty: 4589.306152
	Iteration 15Q: 3 clusters Score -728124.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -728185.875000 Penalty: 4589.306152
	Iteration 16Q: 3 clusters Score -728185.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -728244.875000 Penalty: 4589.306152
	Iteration 17Q: 3 clusters Score -728244.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -728300.750000 Penalty: 4589.306152
	Iteration 18Q: 3 clusters Score -728300.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -728358.750000 Penalty: 4589.306152
	Iteration 19Q: 3 clusters Score -728358.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -728427.062500 Penalty: 4589.306152
	Iteration 20F: 3 clusters Score -728427.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -728498.187500 Penalty: 4589.306152
	Iteration 21Q: 3 clusters Score -728498.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -728583.500000 Penalty: 4589.306152
	Iteration 22Q: 3 clusters Score -728583.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -728664.812500 Penalty: 4589.306152
	Iteration 23Q: 3 clusters Score -728664.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -728746.312500 Penalty: 4589.306152
	Iteration 24Q: 3 clusters Score -728746.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -728807.812500 Penalty: 4589.306152
	Iteration 25Q: 3 clusters Score -728807.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -728847.812500 Penalty: 4589.306152
	Iteration 26Q: 3 clusters Score -728847.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -728884.187500 Penalty: 4589.306152
	Iteration 27Q: 3 clusters Score -728884.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -728915.750000 Penalty: 4589.306152
	Iteration 28Q: 3 clusters Score -728915.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -728941.437500 Penalty: 4589.306152
	Iteration 29Q: 3 clusters Score -728941.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -728954.625000 Penalty: 4589.306152
	Iteration 30Q: 3 clusters Score -728954.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -728976.000000 Penalty: 4589.306152
	Iteration 31Q: 3 clusters Score -728976 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -728991.687500 Penalty: 4589.306152
	Iteration 32Q: 3 clusters Score -728991.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -729000.687500 Penalty: 4589.306152
	Iteration 33Q: 3 clusters Score -729000.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -729012.187500 Penalty: 4589.306152
	Iteration 34Q: 3 clusters Score -729012.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -729018.062500 Penalty: 4589.306152
	Iteration 35Q: 3 clusters Score -729018.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -729022.687500 Penalty: 4589.306152
	Iteration 36Q: 3 clusters Score -729022.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -729028.437500 Penalty: 4589.306152
	Iteration 37Q: 3 clusters Score -729028.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -729037.000000 Penalty: 4589.306152
	Iteration 38Q: 3 clusters Score -729037 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -729041.125000 Penalty: 4589.306152
	Iteration 39Q: 3 clusters Score -729041.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -729045.375000 Penalty: 4589.306152
	Iteration 40F: 3 clusters Score -729045.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -729051.312500 Penalty: 4589.306152
	Iteration 41Q: 3 clusters Score -729051.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -729051.062500 Penalty: 4589.306152
	Iteration 42Q: 3 clusters Score -729051.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -729053.812500 Penalty: 4589.306152
	Iteration 43Q: 3 clusters Score -729053.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -729059.937500 Penalty: 4589.306152
	Iteration 44Q: 3 clusters Score -729059.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -729061.750000 Penalty: 4589.306152
	Iteration 45Q: 3 clusters Score -729061.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -729061.250000 Penalty: 4589.306152
	Iteration 46Q: 3 clusters Score -729061.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -729061.437500 Penalty: 4589.306152
	Iteration 47Q: 3 clusters Score -729061.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -729062.250000 Penalty: 4589.306152
	Iteration 48Q: 3 clusters Score -729062.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -729062.500000 Penalty: 4589.306152
	Iteration 49Q: 3 clusters Score -729062.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -729062.625000 Penalty: 4589.306152
	Iteration 50Q: 3 clusters Score -729062.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -729062.562500 Penalty: 4589.306152
	Iteration 51Q: 3 clusters Score -729062.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -729064.187500 Penalty: 4589.306152
	Iteration 52Q: 3 clusters Score -729064.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -729062.875000 Penalty: 4589.306152
	Iteration 53Q: 3 clusters Score -729062.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -729063.875000 Penalty: 4589.306152
	Iteration 54Q: 3 clusters Score -729063.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -729063.875000 Penalty: 4589.306152
	Iteration 55F: 3 clusters Score -729063.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Entering Unmasked Estep 
Score: -698772.937500 Penalty: 2254.258789
	Iteration 0F: 2 clusters Score -698772.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -691813.937500 Penalty: 4508.517578
	Iteration 0F: 3 clusters Score -691813.9 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -693748.812500 Penalty: 4508.517578
	Iteration 1F: 3 clusters Score -693748.8 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -694028.000000 Penalty: 4508.517578
	Iteration 2F: 3 clusters Score -694028 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -694251.562500 Penalty: 4508.517578
	Iteration 3F: 3 clusters Score -694251.6 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -694455.500000 Penalty: 4508.517578
	Iteration 4Q: 3 clusters Score -694455.5 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -694638.937500 Penalty: 4508.517578
	Iteration 5Q: 3 clusters Score -694638.9 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -694831.250000 Penalty: 4508.517578
	Iteration 6Q: 3 clusters Score -694831.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -694998.250000 Penalty: 4508.517578
	Iteration 7Q: 3 clusters Score -694998.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -695145.625000 Penalty: 4508.517578
	Iteration 8Q: 3 clusters Score -695145.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -695271.875000 Penalty: 4508.517578
	Iteration 9Q: 3 clusters Score -695271.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -695379.812500 Penalty: 4508.517578
	Iteration 10Q: 3 clusters Score -695379.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -695485.375000 Penalty: 4508.517578
	Iteration 11Q: 3 clusters Score -695485.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -695570.625000 Penalty: 4508.517578
	Iteration 12Q: 3 clusters Score -695570.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -695648.312500 Penalty: 4508.517578
	Iteration 13Q: 3 clusters Score -695648.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -695747.687500 Penalty: 4508.517578
	Iteration 14Q: 3 clusters Score -695747.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -695843.250000 Penalty: 4508.517578
	Iteration 15Q: 3 clusters Score -695843.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -695909.062500 Penalty: 4508.517578
	Iteration 16Q: 3 clusters Score -695909.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -695975.125000 Penalty: 4508.517578
	Iteration 17Q: 3 clusters Score -695975.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -696043.562500 Penalty: 4508.517578
	Iteration 18Q: 3 clusters Score -696043.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -696109.812500 Penalty: 4508.517578
	Iteration 19Q: 3 clusters Score -696109.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -696163.187500 Penalty: 4508.517578
	Iteration 20F: 3 clusters Score -696163.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -696211.000000 Penalty: 4508.517578
	Iteration 21Q: 3 clusters Score -696211 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -696244.562500 Penalty: 4508.517578
	Iteration 22Q: 3 clusters Score -696244.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -696283.125000 Penalty: 4508.517578
	Iteration 23Q: 3 clusters Score -696283.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -696330.437500 Penalty: 4508.517578
	Iteration 24Q: 3 clusters Score -696330.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -696368.625000 Penalty: 4508.517578
	Iteration 25Q: 3 clusters Score -696368.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -696413.750000 Penalty: 4508.517578
	Iteration 26Q: 3 clusters Score -696413.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -696463.000000 Penalty: 4508.517578
	Iteration 27Q: 3 clusters Score -696463 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -696509.000000 Penalty: 4508.517578
	Iteration 28Q: 3 clusters Score -696509 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -696534.312500 Penalty: 4508.517578
	Iteration 29Q: 3 clusters Score -696534.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -696567.687500 Penalty: 4508.517578
	Iteration 30Q: 3 clusters Score -696567.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -696603.437500 Penalty: 4508.517578
	Iteration 31Q: 3 clusters Score -696603.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -696627.375000 Penalty: 4508.517578
	Iteration 32Q: 3 clusters Score -696627.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -696649.000000 Penalty: 4508.517578
	Iteration 33Q: 3 clusters Score -696649 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -696665.750000 Penalty: 4508.517578
	Iteration 34Q: 3 clusters Score -696665.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -696677.500000 Penalty: 4508.517578
	Iteration 35Q: 3 clusters Score -696677.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -696684.375000 Penalty: 4508.517578
	Iteration 36Q: 3 clusters Score -696684.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -696696.750000 Penalty: 4508.517578
	Iteration 37Q: 3 clusters Score -696696.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -696709.625000 Penalty: 4508.517578
	Iteration 38Q: 3 clusters Score -696709.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -696719.875000 Penalty: 4508.517578
	Iteration 39Q: 3 clusters Score -696719.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -696731.250000 Penalty: 4508.517578
	Iteration 40F: 3 clusters Score -696731.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -696737.375000 Penalty: 4508.517578
	Iteration 41Q: 3 clusters Score -696737.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -696741.562500 Penalty: 4508.517578
	Iteration 42Q: 3 clusters Score -696741.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -696743.875000 Penalty: 4508.517578
	Iteration 43Q: 3 clusters Score -696743.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -696747.375000 Penalty: 4508.517578
	Iteration 44Q: 3 clusters Score -696747.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -696752.562500 Penalty: 4508.517578
	Iteration 45Q: 3 clusters Score -696752.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -696758.062500 Penalty: 4508.517578
	Iteration 46Q: 3 clusters Score -696758.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -696761.687500 Penalty: 4508.517578
	Iteration 47Q: 3 clusters Score -696761.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -696766.687500 Penalty: 4508.517578
	Iteration 48Q: 3 clusters Score -696766.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -696771.562500 Penalty: 4508.517578
	Iteration 49Q: 3 clusters Score -696771.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -696774.937500 Penalty: 4508.517578
	Iteration 50Q: 3 clusters Score -696774.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -696777.062500 Penalty: 4508.517578
	Iteration 51Q: 3 clusters Score -696777.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -696780.375000 Penalty: 4508.517578
	Iteration 52Q: 3 clusters Score -696780.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -696786.500000 Penalty: 4508.517578
	Iteration 53Q: 3 clusters Score -696786.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -696789.562500 Penalty: 4508.517578
	Iteration 54Q: 3 clusters Score -696789.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -696793.375000 Penalty: 4508.517578
	Iteration 55Q: 3 clusters Score -696793.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -696795.437500 Penalty: 4508.517578
	Iteration 56Q: 3 clusters Score -696795.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -696797.562500 Penalty: 4508.517578
	Iteration 57Q: 3 clusters Score -696797.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -696799.750000 Penalty: 4508.517578
	Iteration 58Q: 3 clusters Score -696799.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -696803.312500 Penalty: 4508.517578
	Iteration 59Q: 3 clusters Score -696803.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -696803.875000 Penalty: 4508.517578
	Iteration 60F: 3 clusters Score -696803.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -696805.937500 Penalty: 4508.517578
	Iteration 61Q: 3 clusters Score -696805.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -696806.812500 Penalty: 4508.517578
	Iteration 62Q: 3 clusters Score -696806.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -696809.250000 Penalty: 4508.517578
	Iteration 63Q: 3 clusters Score -696809.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -696811.000000 Penalty: 4508.517578
	Iteration 64Q: 3 clusters Score -696811 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -696812.125000 Penalty: 4508.517578
	Iteration 65Q: 3 clusters Score -696812.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -696814.437500 Penalty: 4508.517578
	Iteration 66Q: 3 clusters Score -696814.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -696816.812500 Penalty: 4508.517578
	Iteration 67Q: 3 clusters Score -696816.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -696818.000000 Penalty: 4508.517578
	Iteration 68Q: 3 clusters Score -696818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -696817.937500 Penalty: 4508.517578
	Iteration 69Q: 3 clusters Score -696817.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -696817.937500 Penalty: 4508.517578
	Iteration 70F: 3 clusters Score -696817.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Entering Unmasked Estep 
Score: -419122.125000 Penalty: 2128.021484
	Iteration 0F: 2 clusters Score -419122.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -414399.937500 Penalty: 4256.042969
	Iteration 0F: 3 clusters Score -414399.9 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -415512.031250 Penalty: 4256.042969
	Iteration 1F: 3 clusters Score -415512 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -415756.312500 Penalty: 4256.042969
	Iteration 2F: 3 clusters Score -415756.3 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -415943.937500 Penalty: 4256.042969
	Iteration 3F: 3 clusters Score -415943.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -416091.375000 Penalty: 4256.042969
	Iteration 4Q: 3 clusters Score -416091.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -416212.312500 Penalty: 4256.042969
	Iteration 5Q: 3 clusters Score -416212.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -416317.875000 Penalty: 4256.042969
	Iteration 6Q: 3 clusters Score -416317.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -416433.500000 Penalty: 4256.042969
	Iteration 7Q: 3 clusters Score -416433.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -416549.468750 Penalty: 4256.042969
	Iteration 8Q: 3 clusters Score -416549.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -416678.718750 Penalty: 4256.042969
	Iteration 9Q: 3 clusters Score -416678.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -416773.062500 Penalty: 4256.042969
	Iteration 10Q: 3 clusters Score -416773.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -416844.843750 Penalty: 4256.042969
	Iteration 11Q: 3 clusters Score -416844.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -416901.843750 Penalty: 4256.042969
	Iteration 12Q: 3 clusters Score -416901.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -416955.093750 Penalty: 4256.042969
	Iteration 13Q: 3 clusters Score -416955.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -417012.968750 Penalty: 4256.042969
	Iteration 14Q: 3 clusters Score -417013 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -417068.718750 Penalty: 4256.042969
	Iteration 15Q: 3 clusters Score -417068.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -417121.531250 Penalty: 4256.042969
	Iteration 16Q: 3 clusters Score -417121.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -417163.000000 Penalty: 4256.042969
	Iteration 17Q: 3 clusters Score -417163 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -417193.750000 Penalty: 4256.042969
	Iteration 18Q: 3 clusters Score -417193.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -417218.906250 Penalty: 4256.042969
	Iteration 19Q: 3 clusters Score -417218.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -417238.843750 Penalty: 4256.042969
	Iteration 20F: 3 clusters Score -417238.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -417248.875000 Penalty: 4256.042969
	Iteration 21Q: 3 clusters Score -417248.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -417255.343750 Penalty: 4256.042969
	Iteration 22Q: 3 clusters Score -417255.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -417260.593750 Penalty: 4256.042969
	Iteration 23Q: 3 clusters Score -417260.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -417265.312500 Penalty: 4256.042969
	Iteration 24Q: 3 clusters Score -417265.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -417270.437500 Penalty: 4256.042969
	Iteration 25Q: 3 clusters Score -417270.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -417273.437500 Penalty: 4256.042969
	Iteration 26Q: 3 clusters Score -417273.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -417277.031250 Penalty: 4256.042969
	Iteration 27Q: 3 clusters Score -417277 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -417279.062500 Penalty: 4256.042969
	Iteration 28Q: 3 clusters Score -417279.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -417282.687500 Penalty: 4256.042969
	Iteration 29Q: 3 clusters Score -417282.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -417286.687500 Penalty: 4256.042969
	Iteration 30Q: 3 clusters Score -417286.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -417288.281250 Penalty: 4256.042969
	Iteration 31Q: 3 clusters Score -417288.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -417289.843750 Penalty: 4256.042969
	Iteration 32Q: 3 clusters Score -417289.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -417290.500000 Penalty: 4256.042969
	Iteration 33Q: 3 clusters Score -417290.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -417291.906250 Penalty: 4256.042969
	Iteration 34Q: 3 clusters Score -417291.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -417291.906250 Penalty: 4256.042969
	Iteration 35F: 3 clusters Score -417291.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (29521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29521 members 
Entering Unmasked Estep 
Score: -2271683.750000 Penalty: 2552.628662
	Iteration 0F: 2 clusters Score -2271684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -2251311.750000 Penalty: 5105.257324
	Iteration 0F: 3 clusters Score -2251312 nChanged 13430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -2259156.250000 Penalty: 5105.257324
	Iteration 1F: 3 clusters Score -2259156 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -2260187.750000 Penalty: 5105.257324
	Iteration 2F: 3 clusters Score -2260188 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -2261248.500000 Penalty: 5105.257324
	Iteration 3F: 3 clusters Score -2261248 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -2262239.750000 Penalty: 5105.257324
	Iteration 4F: 3 clusters Score -2262240 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -2263295.750000 Penalty: 5105.257324
	Iteration 5F: 3 clusters Score -2263296 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18784 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -2264461.500000 Penalty: 5105.257324
	Iteration 6F: 3 clusters Score -2264462 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20053 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -2265662.250000 Penalty: 5105.257324
	Iteration 7F: 3 clusters Score -2265662 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21239 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -2266795.250000 Penalty: 5105.257324
	Iteration 8F: 3 clusters Score -2266795 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22251 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -2267795.500000 Penalty: 5105.257324
	Iteration 9Q: 3 clusters Score -2267796 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23058 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -2268490.750000 Penalty: 5105.257324
	Iteration 10Q: 3 clusters Score -2268491 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23664 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -2268910.500000 Penalty: 5105.257324
	Iteration 11Q: 3 clusters Score -2268910 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24128 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -2269176.250000 Penalty: 5105.257324
	Iteration 12Q: 3 clusters Score -2269176 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24527 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -2269369.750000 Penalty: 5105.257324
	Iteration 13Q: 3 clusters Score -2269370 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24895 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -2269524.500000 Penalty: 5105.257324
	Iteration 14Q: 3 clusters Score -2269524 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25237 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -2269672.750000 Penalty: 5105.257324
	Iteration 15Q: 3 clusters Score -2269673 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25545 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -2269802.250000 Penalty: 5105.257324
	Iteration 16Q: 3 clusters Score -2269802 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25805 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -2269900.000000 Penalty: 5105.257324
	Iteration 17Q: 3 clusters Score -2269900 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26027 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -2269972.750000 Penalty: 5105.257324
	Iteration 18Q: 3 clusters Score -2269973 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26234 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -2270049.000000 Penalty: 5105.257324
	Iteration 19Q: 3 clusters Score -2270049 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26404 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -2270108.000000 Penalty: 5105.257324
	Iteration 20F: 3 clusters Score -2270108 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26557 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -2270159.250000 Penalty: 5105.257324
	Iteration 21Q: 3 clusters Score -2270159 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26685 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -2270211.000000 Penalty: 5105.257324
	Iteration 22Q: 3 clusters Score -2270211 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26800 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -2270248.750000 Penalty: 5105.257324
	Iteration 23Q: 3 clusters Score -2270249 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26892 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -2270279.000000 Penalty: 5105.257324
	Iteration 24Q: 3 clusters Score -2270279 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26976 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -2270312.500000 Penalty: 5105.257324
	Iteration 25Q: 3 clusters Score -2270312 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27061 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -2270346.250000 Penalty: 5105.257324
	Iteration 26Q: 3 clusters Score -2270346 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27150 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -2270385.750000 Penalty: 5105.257324
	Iteration 27Q: 3 clusters Score -2270386 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27230 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -2270416.000000 Penalty: 5105.257324
	Iteration 28Q: 3 clusters Score -2270416 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27293 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -2270435.250000 Penalty: 5105.257324
	Iteration 29Q: 3 clusters Score -2270435 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27350 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -2270454.000000 Penalty: 5105.257324
	Iteration 30Q: 3 clusters Score -2270454 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27406 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -2270477.750000 Penalty: 5105.257324
	Iteration 31Q: 3 clusters Score -2270478 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27462 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -2270494.000000 Penalty: 5105.257324
	Iteration 32Q: 3 clusters Score -2270494 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27510 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -2270510.500000 Penalty: 5105.257324
	Iteration 33Q: 3 clusters Score -2270510 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27541 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -2270512.250000 Penalty: 5105.257324
	Iteration 34Q: 3 clusters Score -2270512 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27564 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -2270519.250000 Penalty: 5105.257324
	Iteration 35Q: 3 clusters Score -2270519 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27596 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -2270533.250000 Penalty: 5105.257324
	Iteration 36Q: 3 clusters Score -2270533 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27628 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -2270541.250000 Penalty: 5105.257324
	Iteration 37Q: 3 clusters Score -2270541 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27670 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -2270563.500000 Penalty: 5105.257324
	Iteration 38Q: 3 clusters Score -2270564 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27702 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -2270575.250000 Penalty: 5105.257324
	Iteration 39Q: 3 clusters Score -2270575 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27733 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -2270595.250000 Penalty: 5105.257324
	Iteration 40F: 3 clusters Score -2270595 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27774 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -2270607.000000 Penalty: 5105.257324
	Iteration 41Q: 3 clusters Score -2270607 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27813 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -2270635.250000 Penalty: 5105.257324
	Iteration 42Q: 3 clusters Score -2270635 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27851 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -2270660.250000 Penalty: 5105.257324
	Iteration 43Q: 3 clusters Score -2270660 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27888 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -2270675.000000 Penalty: 5105.257324
	Iteration 44Q: 3 clusters Score -2270675 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27917 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -2270689.750000 Penalty: 5105.257324
	Iteration 45Q: 3 clusters Score -2270690 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27940 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -2270698.750000 Penalty: 5105.257324
	Iteration 46Q: 3 clusters Score -2270699 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27964 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -2270713.500000 Penalty: 5105.257324
	Iteration 47Q: 3 clusters Score -2270714 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28001 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -2270735.250000 Penalty: 5105.257324
	Iteration 48Q: 3 clusters Score -2270735 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28033 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -2270750.500000 Penalty: 5105.257324
	Iteration 49Q: 3 clusters Score -2270750 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28060 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -2270764.500000 Penalty: 5105.257324
	Iteration 50Q: 3 clusters Score -2270764 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28098 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -2270787.750000 Penalty: 5105.257324
	Iteration 51Q: 3 clusters Score -2270788 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28135 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -2270819.000000 Penalty: 5105.257324
	Iteration 52Q: 3 clusters Score -2270819 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28179 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -2270844.000000 Penalty: 5105.257324
	Iteration 53Q: 3 clusters Score -2270844 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28213 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -2270869.500000 Penalty: 5105.257324
	Iteration 54Q: 3 clusters Score -2270870 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28247 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -2270894.750000 Penalty: 5105.257324
	Iteration 55Q: 3 clusters Score -2270895 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28264 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -2270913.000000 Penalty: 5105.257324
	Iteration 56Q: 3 clusters Score -2270913 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28282 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -2270923.250000 Penalty: 5105.257324
	Iteration 57Q: 3 clusters Score -2270923 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28297 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -2270920.750000 Penalty: 5105.257324
	Iteration 58Q: 3 clusters Score -2270921 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28303 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -2270929.250000 Penalty: 5105.257324
	Iteration 59Q: 3 clusters Score -2270929 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28306 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -2270930.000000 Penalty: 5105.257324
	Iteration 60F: 3 clusters Score -2270930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28308 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -2270931.250000 Penalty: 5105.257324
	Iteration 61Q: 3 clusters Score -2270931 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28312 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -2270933.500000 Penalty: 5105.257324
	Iteration 62Q: 3 clusters Score -2270934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28312 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -2270936.750000 Penalty: 5105.257324
	Iteration 63Q: 3 clusters Score -2270937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28312 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -2270936.750000 Penalty: 5105.257324
	Iteration 64Q: 3 clusters Score -2270937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28311 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -2270939.250000 Penalty: 5105.257324
	Iteration 65Q: 3 clusters Score -2270939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28312 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -2270938.250000 Penalty: 5105.257324
	Iteration 66Q: 3 clusters Score -2270938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28312 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -2270938.250000 Penalty: 5105.257324
	Iteration 67F: 3 clusters Score -2270938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (24905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24905 members 
Entering Unmasked Estep 
Score: -1961412.750000 Penalty: 2510.460205
	Iteration 0F: 2 clusters Score -1961413 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -1944157.000000 Penalty: 5020.920410
	Iteration 0F: 3 clusters Score -1944157 nChanged 11027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -1950380.875000 Penalty: 5020.920410
	Iteration 1F: 3 clusters Score -1950381 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -1951186.500000 Penalty: 5020.920410
	Iteration 2F: 3 clusters Score -1951186 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -1952107.875000 Penalty: 5020.920410
	Iteration 3F: 3 clusters Score -1952108 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -1953143.750000 Penalty: 5020.920410
	Iteration 4F: 3 clusters Score -1953144 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -1954241.500000 Penalty: 5020.920410
	Iteration 5F: 3 clusters Score -1954242 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15190 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -1955437.625000 Penalty: 5020.920410
	Iteration 6F: 3 clusters Score -1955438 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -1956451.750000 Penalty: 5020.920410
	Iteration 7F: 3 clusters Score -1956452 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1957175.250000 Penalty: 5020.920410
	Iteration 8Q: 3 clusters Score -1957175 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17482 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1957718.375000 Penalty: 5020.920410
	Iteration 9Q: 3 clusters Score -1957718 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18229 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1958147.625000 Penalty: 5020.920410
	Iteration 10Q: 3 clusters Score -1958148 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18971 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1958549.000000 Penalty: 5020.920410
	Iteration 11Q: 3 clusters Score -1958549 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19667 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1958890.875000 Penalty: 5020.920410
	Iteration 12Q: 3 clusters Score -1958891 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20303 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1959213.500000 Penalty: 5020.920410
	Iteration 13Q: 3 clusters Score -1959214 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20914 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1959511.750000 Penalty: 5020.920410
	Iteration 14Q: 3 clusters Score -1959512 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21496 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1959806.000000 Penalty: 5020.920410
	Iteration 15Q: 3 clusters Score -1959806 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22024 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1960085.875000 Penalty: 5020.920410
	Iteration 16Q: 3 clusters Score -1960086 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22449 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1960317.250000 Penalty: 5020.920410
	Iteration 17Q: 3 clusters Score -1960317 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22777 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1960499.750000 Penalty: 5020.920410
	Iteration 18Q: 3 clusters Score -1960500 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23030 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1960668.500000 Penalty: 5020.920410
	Iteration 19Q: 3 clusters Score -1960668 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23228 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1960797.750000 Penalty: 5020.920410
	Iteration 20F: 3 clusters Score -1960798 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23367 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1960862.000000 Penalty: 5020.920410
	Iteration 21Q: 3 clusters Score -1960862 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23461 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1960910.625000 Penalty: 5020.920410
	Iteration 22Q: 3 clusters Score -1960911 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23532 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1960948.000000 Penalty: 5020.920410
	Iteration 23Q: 3 clusters Score -1960948 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23587 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1960976.250000 Penalty: 5020.920410
	Iteration 24Q: 3 clusters Score -1960976 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23630 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1960999.875000 Penalty: 5020.920410
	Iteration 25Q: 3 clusters Score -1961000 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23654 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1961010.875000 Penalty: 5020.920410
	Iteration 26Q: 3 clusters Score -1961011 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23677 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1961023.750000 Penalty: 5020.920410
	Iteration 27Q: 3 clusters Score -1961024 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23703 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1961042.750000 Penalty: 5020.920410
	Iteration 28Q: 3 clusters Score -1961043 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23724 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1961050.750000 Penalty: 5020.920410
	Iteration 29Q: 3 clusters Score -1961051 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23740 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1961076.375000 Penalty: 5020.920410
	Iteration 30Q: 3 clusters Score -1961076 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23759 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1961086.750000 Penalty: 5020.920410
	Iteration 31Q: 3 clusters Score -1961087 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23766 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1961088.375000 Penalty: 5020.920410
	Iteration 32Q: 3 clusters Score -1961088 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23776 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1961092.625000 Penalty: 5020.920410
	Iteration 33Q: 3 clusters Score -1961093 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23776 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1961096.250000 Penalty: 5020.920410
	Iteration 34Q: 3 clusters Score -1961096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23777 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1961094.000000 Penalty: 5020.920410
	Iteration 35Q: 3 clusters Score -1961094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23780 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1961096.625000 Penalty: 5020.920410
	Iteration 36Q: 3 clusters Score -1961097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23784 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1961099.500000 Penalty: 5020.920410
	Iteration 37Q: 3 clusters Score -1961100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23787 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1961102.000000 Penalty: 5020.920410
	Iteration 38Q: 3 clusters Score -1961102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23790 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1961100.750000 Penalty: 5020.920410
	Iteration 39Q: 3 clusters Score -1961101 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23791 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1961104.750000 Penalty: 5020.920410
	Iteration 40F: 3 clusters Score -1961105 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23789 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1961103.875000 Penalty: 5020.920410
	Iteration 41Q: 3 clusters Score -1961104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23791 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1961100.375000 Penalty: 5020.920410
	Iteration 42Q: 3 clusters Score -1961100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23791 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1961100.375000 Penalty: 5020.920410
	Iteration 43F: 3 clusters Score -1961100 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (16091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16091 members 
Entering Unmasked Estep 
Score: -1326379.625000 Penalty: 2402.131836
	Iteration 0F: 2 clusters Score -1326380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1314678.625000 Penalty: 4804.263672
	Iteration 0F: 3 clusters Score -1314679 nChanged 7008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1318587.750000 Penalty: 4804.263672
	Iteration 1F: 3 clusters Score -1318588 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1319164.250000 Penalty: 4804.263672
	Iteration 2F: 3 clusters Score -1319164 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1319757.000000 Penalty: 4804.263672
	Iteration 3F: 3 clusters Score -1319757 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1320255.625000 Penalty: 4804.263672
	Iteration 4F: 3 clusters Score -1320256 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1320721.375000 Penalty: 4804.263672
	Iteration 5F: 3 clusters Score -1320721 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1321142.625000 Penalty: 4804.263672
	Iteration 6F: 3 clusters Score -1321143 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -1321619.750000 Penalty: 4804.263672
	Iteration 7Q: 3 clusters Score -1321620 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -1322087.750000 Penalty: 4804.263672
	Iteration 8Q: 3 clusters Score -1322088 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -1322527.750000 Penalty: 4804.263672
	Iteration 9Q: 3 clusters Score -1322528 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -1322903.875000 Penalty: 4804.263672
	Iteration 10Q: 3 clusters Score -1322904 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -1323178.750000 Penalty: 4804.263672
	Iteration 11Q: 3 clusters Score -1323179 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -1323376.000000 Penalty: 4804.263672
	Iteration 12Q: 3 clusters Score -1323376 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -1323483.250000 Penalty: 4804.263672
	Iteration 13Q: 3 clusters Score -1323483 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -1323568.625000 Penalty: 4804.263672
	Iteration 14Q: 3 clusters Score -1323569 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -1323625.500000 Penalty: 4804.263672
	Iteration 15Q: 3 clusters Score -1323626 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -1323678.000000 Penalty: 4804.263672
	Iteration 16Q: 3 clusters Score -1323678 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -1323706.875000 Penalty: 4804.263672
	Iteration 17Q: 3 clusters Score -1323707 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -1323729.625000 Penalty: 4804.263672
	Iteration 18Q: 3 clusters Score -1323730 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -1323756.250000 Penalty: 4804.263672
	Iteration 19Q: 3 clusters Score -1323756 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -1323777.500000 Penalty: 4804.263672
	Iteration 20F: 3 clusters Score -1323778 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -1323792.375000 Penalty: 4804.263672
	Iteration 21Q: 3 clusters Score -1323792 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -1323807.375000 Penalty: 4804.263672
	Iteration 22Q: 3 clusters Score -1323807 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -1323824.625000 Penalty: 4804.263672
	Iteration 23Q: 3 clusters Score -1323825 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -1323847.625000 Penalty: 4804.263672
	Iteration 24Q: 3 clusters Score -1323848 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -1323857.125000 Penalty: 4804.263672
	Iteration 25Q: 3 clusters Score -1323857 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -1323871.000000 Penalty: 4804.263672
	Iteration 26Q: 3 clusters Score -1323871 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -1323896.250000 Penalty: 4804.263672
	Iteration 27Q: 3 clusters Score -1323896 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -1323918.875000 Penalty: 4804.263672
	Iteration 28Q: 3 clusters Score -1323919 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -1323939.500000 Penalty: 4804.263672
	Iteration 29Q: 3 clusters Score -1323940 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -1323955.625000 Penalty: 4804.263672
	Iteration 30Q: 3 clusters Score -1323956 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -1323976.125000 Penalty: 4804.263672
	Iteration 31Q: 3 clusters Score -1323976 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -1323994.875000 Penalty: 4804.263672
	Iteration 32Q: 3 clusters Score -1323995 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -1324012.500000 Penalty: 4804.263672
	Iteration 33Q: 3 clusters Score -1324012 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -1324034.750000 Penalty: 4804.263672
	Iteration 34Q: 3 clusters Score -1324035 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -1324043.000000 Penalty: 4804.263672
	Iteration 35Q: 3 clusters Score -1324043 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -1324059.750000 Penalty: 4804.263672
	Iteration 36Q: 3 clusters Score -1324060 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -1324078.375000 Penalty: 4804.263672
	Iteration 37Q: 3 clusters Score -1324078 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -1324089.875000 Penalty: 4804.263672
	Iteration 38Q: 3 clusters Score -1324090 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -1324112.500000 Penalty: 4804.263672
	Iteration 39Q: 3 clusters Score -1324112 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -1324128.250000 Penalty: 4804.263672
	Iteration 40F: 3 clusters Score -1324128 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -1324144.750000 Penalty: 4804.263672
	Iteration 41Q: 3 clusters Score -1324145 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -1324159.625000 Penalty: 4804.263672
	Iteration 42Q: 3 clusters Score -1324160 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -1324181.750000 Penalty: 4804.263672
	Iteration 43Q: 3 clusters Score -1324182 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -1324195.375000 Penalty: 4804.263672
	Iteration 44Q: 3 clusters Score -1324195 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -1324214.500000 Penalty: 4804.263672
	Iteration 45Q: 3 clusters Score -1324214 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -1324232.125000 Penalty: 4804.263672
	Iteration 46Q: 3 clusters Score -1324232 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -1324243.250000 Penalty: 4804.263672
	Iteration 47Q: 3 clusters Score -1324243 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -1324261.125000 Penalty: 4804.263672
	Iteration 48Q: 3 clusters Score -1324261 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -1324276.625000 Penalty: 4804.263672
	Iteration 49Q: 3 clusters Score -1324277 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -1324296.125000 Penalty: 4804.263672
	Iteration 50Q: 3 clusters Score -1324296 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -1324311.250000 Penalty: 4804.263672
	Iteration 51Q: 3 clusters Score -1324311 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -1324331.375000 Penalty: 4804.263672
	Iteration 52Q: 3 clusters Score -1324331 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -1324347.875000 Penalty: 4804.263672
	Iteration 53Q: 3 clusters Score -1324348 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -1324367.250000 Penalty: 4804.263672
	Iteration 54Q: 3 clusters Score -1324367 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -1324404.625000 Penalty: 4804.263672
	Iteration 55Q: 3 clusters Score -1324405 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -1324442.125000 Penalty: 4804.263672
	Iteration 56Q: 3 clusters Score -1324442 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -1324475.250000 Penalty: 4804.263672
	Iteration 57Q: 3 clusters Score -1324475 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -1324505.000000 Penalty: 4804.263672
	Iteration 58Q: 3 clusters Score -1324505 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -1324535.000000 Penalty: 4804.263672
	Iteration 59Q: 3 clusters Score -1324535 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -1324559.625000 Penalty: 4804.263672
	Iteration 60F: 3 clusters Score -1324560 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -1324583.000000 Penalty: 4804.263672
	Iteration 61Q: 3 clusters Score -1324583 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -1324601.250000 Penalty: 4804.263672
	Iteration 62Q: 3 clusters Score -1324601 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 13882 members 
Entering Unmasked Estep 
Score: -1324616.000000 Penalty: 4804.263672
	Iteration 63Q: 3 clusters Score -1324616 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -1324636.125000 Penalty: 4804.263672
	Iteration 64Q: 3 clusters Score -1324636 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -1324654.750000 Penalty: 4804.263672
	Iteration 65Q: 3 clusters Score -1324655 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -1324665.500000 Penalty: 4804.263672
	Iteration 66Q: 3 clusters Score -1324666 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -1324677.000000 Penalty: 4804.263672
	Iteration 67Q: 3 clusters Score -1324677 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 14143 members 
Entering Unmasked Estep 
Score: -1324685.875000 Penalty: 4804.263672
	Iteration 68Q: 3 clusters Score -1324686 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -1324700.125000 Penalty: 4804.263672
	Iteration 69Q: 3 clusters Score -1324700 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -1324713.375000 Penalty: 4804.263672
	Iteration 70Q: 3 clusters Score -1324713 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -1324734.875000 Penalty: 4804.263672
	Iteration 71Q: 3 clusters Score -1324735 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -1324755.000000 Penalty: 4804.263672
	Iteration 72Q: 3 clusters Score -1324755 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -1324763.625000 Penalty: 4804.263672
	Iteration 73Q: 3 clusters Score -1324764 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -1324772.000000 Penalty: 4804.263672
	Iteration 74Q: 3 clusters Score -1324772 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
Score: -1324784.125000 Penalty: 4804.263672
	Iteration 75Q: 3 clusters Score -1324784 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -1324796.000000 Penalty: 4804.263672
	Iteration 76Q: 3 clusters Score -1324796 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -1324810.625000 Penalty: 4804.263672
	Iteration 77Q: 3 clusters Score -1324811 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 14561 members 
Entering Unmasked Estep 
Score: -1324822.500000 Penalty: 4804.263672
	Iteration 78Q: 3 clusters Score -1324822 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
Score: -1324837.875000 Penalty: 4804.263672
	Iteration 79Q: 3 clusters Score -1324838 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -1324857.750000 Penalty: 4804.263672
	Iteration 80F: 3 clusters Score -1324858 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 14685 members 
Entering Unmasked Estep 
Score: -1324868.875000 Penalty: 4804.263672
	Iteration 81Q: 3 clusters Score -1324869 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -1324884.625000 Penalty: 4804.263672
	Iteration 82Q: 3 clusters Score -1324885 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -1324897.000000 Penalty: 4804.263672
	Iteration 83Q: 3 clusters Score -1324897 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -1324904.375000 Penalty: 4804.263672
	Iteration 84Q: 3 clusters Score -1324904 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -1324905.500000 Penalty: 4804.263672
	Iteration 85Q: 3 clusters Score -1324906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -1324908.250000 Penalty: 4804.263672
	Iteration 86Q: 3 clusters Score -1324908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -1324908.500000 Penalty: 4804.263672
	Iteration 87Q: 3 clusters Score -1324908 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 14833 members 
Entering Unmasked Estep 
Score: -1324912.750000 Penalty: 4804.263672
	Iteration 88Q: 3 clusters Score -1324913 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -1324919.250000 Penalty: 4804.263672
	Iteration 89Q: 3 clusters Score -1324919 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -1324918.625000 Penalty: 4804.263672
	Iteration 90Q: 3 clusters Score -1324919 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -1324926.875000 Penalty: 4804.263672
	Iteration 91Q: 3 clusters Score -1324927 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -1324928.750000 Penalty: 4804.263672
	Iteration 92Q: 3 clusters Score -1324929 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 14886 members 
Entering Unmasked Estep 
Score: -1324930.625000 Penalty: 4804.263672
	Iteration 93Q: 3 clusters Score -1324931 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -1324930.125000 Penalty: 4804.263672
	Iteration 94Q: 3 clusters Score -1324930 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 14903 members 
Entering Unmasked Estep 
Score: -1324935.875000 Penalty: 4804.263672
	Iteration 95Q: 3 clusters Score -1324936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -1324933.625000 Penalty: 4804.263672
	Iteration 96Q: 3 clusters Score -1324934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 14911 members 
Entering Unmasked Estep 
Score: -1324932.625000 Penalty: 4804.263672
	Iteration 97Q: 3 clusters Score -1324933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -1324934.125000 Penalty: 4804.263672
	Iteration 98Q: 3 clusters Score -1324934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -1324938.375000 Penalty: 4804.263672
	Iteration 99Q: 3 clusters Score -1324938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -1324936.875000 Penalty: 4804.263672
	Iteration 100F: 3 clusters Score -1324937 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -1324935.625000 Penalty: 4804.263672
	Iteration 101Q: 3 clusters Score -1324936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -1324939.750000 Penalty: 4804.263672
	Iteration 102Q: 3 clusters Score -1324940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -1324938.750000 Penalty: 4804.263672
	Iteration 103Q: 3 clusters Score -1324939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 14932 members 
Entering Unmasked Estep 
Score: -1324941.000000 Penalty: 4804.263672
	Iteration 104Q: 3 clusters Score -1324941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -1324939.125000 Penalty: 4804.263672
	Iteration 105Q: 3 clusters Score -1324939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -1324938.000000 Penalty: 4804.263672
	Iteration 106Q: 3 clusters Score -1324938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -1324937.625000 Penalty: 4804.263672
	Iteration 107Q: 3 clusters Score -1324938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -1324938.875000 Penalty: 4804.263672
	Iteration 108Q: 3 clusters Score -1324939 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -1324942.625000 Penalty: 4804.263672
	Iteration 109Q: 3 clusters Score -1324943 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -1324942.625000 Penalty: 4804.263672
	Iteration 110Q: 3 clusters Score -1324943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -1324943.875000 Penalty: 4804.263672
	Iteration 111Q: 3 clusters Score -1324944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -1324947.000000 Penalty: 4804.263672
	Iteration 112Q: 3 clusters Score -1324947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -1324948.500000 Penalty: 4804.263672
	Iteration 113Q: 3 clusters Score -1324948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -1324950.875000 Penalty: 4804.263672
	Iteration 114Q: 3 clusters Score -1324951 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -1324954.250000 Penalty: 4804.263672
	Iteration 115Q: 3 clusters Score -1324954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 14972 members 
Entering Unmasked Estep 
Score: -1324957.500000 Penalty: 4804.263672
	Iteration 116Q: 3 clusters Score -1324958 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -1324959.125000 Penalty: 4804.263672
	Iteration 117Q: 3 clusters Score -1324959 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -1324961.500000 Penalty: 4804.263672
	Iteration 118Q: 3 clusters Score -1324962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -1324960.500000 Penalty: 4804.263672
	Iteration 119Q: 3 clusters Score -1324960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 14997 members 
Entering Unmasked Estep 
Score: -1324961.625000 Penalty: 4804.263672
	Iteration 120F: 3 clusters Score -1324962 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (109348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109348 members 
Entering Unmasked Estep 
Score: -8731474.000000 Penalty: 2877.368164
	Iteration 0F: 2 clusters Score -8731474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54600 members 
Mstep: Class 2 contains 54748 members 
Entering Unmasked Estep 
Score: -8658370.000000 Penalty: 5754.736328
	Iteration 0F: 3 clusters Score -8658370 nChanged 51752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53698 members 
Mstep: Class 2 contains 55650 members 
Entering Unmasked Estep 
Score: -8688065.000000 Penalty: 5754.736328
	Iteration 1F: 3 clusters Score -8688065 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53329 members 
Mstep: Class 2 contains 56019 members 
Entering Unmasked Estep 
Score: -8688968.000000 Penalty: 5754.736328
	Iteration 2Q: 3 clusters Score -8688968 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52778 members 
Mstep: Class 2 contains 56570 members 
Entering Unmasked Estep 
Score: -8690058.000000 Penalty: 5754.736328
	Iteration 3Q: 3 clusters Score -8690058 nChanged 4070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51954 members 
Mstep: Class 2 contains 57394 members 
Entering Unmasked Estep 
Score: -8691435.000000 Penalty: 5754.736328
	Iteration 4Q: 3 clusters Score -8691435 nChanged 4455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50863 members 
Mstep: Class 2 contains 58485 members 
Entering Unmasked Estep 
Score: -8693320.000000 Penalty: 5754.736328
	Iteration 5Q: 3 clusters Score -8693320 nChanged 5009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49602 members 
Mstep: Class 2 contains 59746 members 
Entering Unmasked Estep 
Score: -8695593.000000 Penalty: 5754.736328
	Iteration 6Q: 3 clusters Score -8695593 nChanged 5325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47941 members 
Mstep: Class 2 contains 61407 members 
Entering Unmasked Estep 
Score: -8698601.000000 Penalty: 5754.736328
	Iteration 7Q: 3 clusters Score -8698601 nChanged 5978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46067 members 
Mstep: Class 2 contains 63281 members 
Entering Unmasked Estep 
Score: -8702286.000000 Penalty: 5754.736328
	Iteration 8F: 3 clusters Score -8702286 nChanged 6228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43893 members 
Mstep: Class 2 contains 65455 members 
Entering Unmasked Estep 
Score: -8706483.000000 Penalty: 5754.736328
	Iteration 9F: 3 clusters Score -8706483 nChanged 6002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41819 members 
Mstep: Class 2 contains 67529 members 
Entering Unmasked Estep 
Score: -8710246.000000 Penalty: 5754.736328
	Iteration 10F: 3 clusters Score -8710246 nChanged 5039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39792 members 
Mstep: Class 2 contains 69556 members 
Entering Unmasked Estep 
Score: -8712896.000000 Penalty: 5754.736328
	Iteration 11Q: 3 clusters Score -8712896 nChanged 3839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37907 members 
Mstep: Class 2 contains 71441 members 
Entering Unmasked Estep 
Score: -8714445.000000 Penalty: 5754.736328
	Iteration 12Q: 3 clusters Score -8714445 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36069 members 
Mstep: Class 2 contains 73279 members 
Entering Unmasked Estep 
Score: -8715361.000000 Penalty: 5754.736328
	Iteration 13Q: 3 clusters Score -8715361 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34408 members 
Mstep: Class 2 contains 74940 members 
Entering Unmasked Estep 
Score: -8715991.000000 Penalty: 5754.736328
	Iteration 14Q: 3 clusters Score -8715991 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32760 members 
Mstep: Class 2 contains 76588 members 
Entering Unmasked Estep 
Score: -8716504.000000 Penalty: 5754.736328
	Iteration 15Q: 3 clusters Score -8716504 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31125 members 
Mstep: Class 2 contains 78223 members 
Entering Unmasked Estep 
Score: -8716931.000000 Penalty: 5754.736328
	Iteration 16Q: 3 clusters Score -8716931 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29424 members 
Mstep: Class 2 contains 79924 members 
Entering Unmasked Estep 
Score: -8717411.000000 Penalty: 5754.736328
	Iteration 17Q: 3 clusters Score -8717411 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27613 members 
Mstep: Class 2 contains 81735 members 
Entering Unmasked Estep 
Score: -8717961.000000 Penalty: 5754.736328
	Iteration 18Q: 3 clusters Score -8717961 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25603 members 
Mstep: Class 2 contains 83745 members 
Entering Unmasked Estep 
Score: -8718625.000000 Penalty: 5754.736328
	Iteration 19Q: 3 clusters Score -8718625 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23503 members 
Mstep: Class 2 contains 85845 members 
Entering Unmasked Estep 
Score: -8719417.000000 Penalty: 5754.736328
	Iteration 20F: 3 clusters Score -8719417 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21349 members 
Mstep: Class 2 contains 87999 members 
Entering Unmasked Estep 
Score: -8720304.000000 Penalty: 5754.736328
	Iteration 21Q: 3 clusters Score -8720304 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19232 members 
Mstep: Class 2 contains 90116 members 
Entering Unmasked Estep 
Score: -8721204.000000 Penalty: 5754.736328
	Iteration 22Q: 3 clusters Score -8721204 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 92251 members 
Entering Unmasked Estep 
Score: -8722316.000000 Penalty: 5754.736328
	Iteration 23Q: 3 clusters Score -8722316 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 94372 members 
Entering Unmasked Estep 
Score: -8723539.000000 Penalty: 5754.736328
	Iteration 24Q: 3 clusters Score -8723539 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 96317 members 
Entering Unmasked Estep 
Score: -8724632.000000 Penalty: 5754.736328
	Iteration 25Q: 3 clusters Score -8724632 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 98003 members 
Entering Unmasked Estep 
Score: -8725604.000000 Penalty: 5754.736328
	Iteration 26Q: 3 clusters Score -8725604 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 99468 members 
Entering Unmasked Estep 
Score: -8726458.000000 Penalty: 5754.736328
	Iteration 27Q: 3 clusters Score -8726458 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 100642 members 
Entering Unmasked Estep 
Score: -8727037.000000 Penalty: 5754.736328
	Iteration 28Q: 3 clusters Score -8727037 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 101656 members 
Entering Unmasked Estep 
Score: -8727476.000000 Penalty: 5754.736328
	Iteration 29Q: 3 clusters Score -8727476 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 102467 members 
Entering Unmasked Estep 
Score: -8727780.000000 Penalty: 5754.736328
	Iteration 30Q: 3 clusters Score -8727780 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 103136 members 
Entering Unmasked Estep 
Score: -8728052.000000 Penalty: 5754.736328
	Iteration 31Q: 3 clusters Score -8728052 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 103723 members 
Entering Unmasked Estep 
Score: -8728245.000000 Penalty: 5754.736328
	Iteration 32Q: 3 clusters Score -8728245 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 104228 members 
Entering Unmasked Estep 
Score: -8728423.000000 Penalty: 5754.736328
	Iteration 33Q: 3 clusters Score -8728423 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 104660 members 
Entering Unmasked Estep 
Score: -8728515.000000 Penalty: 5754.736328
	Iteration 34Q: 3 clusters Score -8728515 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 105012 members 
Entering Unmasked Estep 
Score: -8728609.000000 Penalty: 5754.736328
	Iteration 35Q: 3 clusters Score -8728609 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 105299 members 
Entering Unmasked Estep 
Score: -8728700.000000 Penalty: 5754.736328
	Iteration 36Q: 3 clusters Score -8728700 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 105565 members 
Entering Unmasked Estep 
Score: -8728793.000000 Penalty: 5754.736328
	Iteration 37Q: 3 clusters Score -8728793 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 105765 members 
Entering Unmasked Estep 
Score: -8728836.000000 Penalty: 5754.736328
	Iteration 38Q: 3 clusters Score -8728836 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 105941 members 
Entering Unmasked Estep 
Score: -8728906.000000 Penalty: 5754.736328
	Iteration 39Q: 3 clusters Score -8728906 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 106107 members 
Entering Unmasked Estep 
Score: -8728932.000000 Penalty: 5754.736328
	Iteration 40F: 3 clusters Score -8728932 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 106257 members 
Entering Unmasked Estep 
Score: -8728988.000000 Penalty: 5754.736328
	Iteration 41Q: 3 clusters Score -8728988 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 106369 members 
Entering Unmasked Estep 
Score: -8729009.000000 Penalty: 5754.736328
	Iteration 42Q: 3 clusters Score -8729009 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 106475 members 
Entering Unmasked Estep 
Score: -8729037.000000 Penalty: 5754.736328
	Iteration 43Q: 3 clusters Score -8729037 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 106573 members 
Entering Unmasked Estep 
Score: -8729034.000000 Penalty: 5754.736328
	Iteration 44Q: 3 clusters Score -8729034 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 106648 members 
Entering Unmasked Estep 
Score: -8729050.000000 Penalty: 5754.736328
	Iteration 45Q: 3 clusters Score -8729050 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 106710 members 
Entering Unmasked Estep 
Score: -8729073.000000 Penalty: 5754.736328
	Iteration 46Q: 3 clusters Score -8729073 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 106769 members 
Entering Unmasked Estep 
Score: -8729077.000000 Penalty: 5754.736328
	Iteration 47Q: 3 clusters Score -8729077 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 106829 members 
Entering Unmasked Estep 
Score: -8729101.000000 Penalty: 5754.736328
	Iteration 48Q: 3 clusters Score -8729101 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 106884 members 
Entering Unmasked Estep 
Score: -8729118.000000 Penalty: 5754.736328
	Iteration 49Q: 3 clusters Score -8729118 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 106924 members 
Entering Unmasked Estep 
Score: -8729126.000000 Penalty: 5754.736328
	Iteration 50Q: 3 clusters Score -8729126 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 106960 members 
Entering Unmasked Estep 
Score: -8729130.000000 Penalty: 5754.736328
	Iteration 51Q: 3 clusters Score -8729130 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 107002 members 
Entering Unmasked Estep 
Score: -8729138.000000 Penalty: 5754.736328
	Iteration 52Q: 3 clusters Score -8729138 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 107036 members 
Entering Unmasked Estep 
Score: -8729144.000000 Penalty: 5754.736328
	Iteration 53Q: 3 clusters Score -8729144 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 107074 members 
Entering Unmasked Estep 
Score: -8729161.000000 Penalty: 5754.736328
	Iteration 54Q: 3 clusters Score -8729161 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 107105 members 
Entering Unmasked Estep 
Score: -8729186.000000 Penalty: 5754.736328
	Iteration 55Q: 3 clusters Score -8729186 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 107137 members 
Entering Unmasked Estep 
Score: -8729195.000000 Penalty: 5754.736328
	Iteration 56Q: 3 clusters Score -8729195 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 107165 members 
Entering Unmasked Estep 
Score: -8729196.000000 Penalty: 5754.736328
	Iteration 57Q: 3 clusters Score -8729196 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 107191 members 
Entering Unmasked Estep 
Score: -8729195.000000 Penalty: 5754.736328
	Iteration 58Q: 3 clusters Score -8729195 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 107213 members 
Entering Unmasked Estep 
Score: -8729208.000000 Penalty: 5754.736328
	Iteration 59Q: 3 clusters Score -8729208 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 107232 members 
Entering Unmasked Estep 
Score: -8729209.000000 Penalty: 5754.736328
	Iteration 60F: 3 clusters Score -8729209 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 107250 members 
Entering Unmasked Estep 
Score: -8729212.000000 Penalty: 5754.736328
	Iteration 61Q: 3 clusters Score -8729212 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 107264 members 
Entering Unmasked Estep 
Score: -8729210.000000 Penalty: 5754.736328
	Iteration 62Q: 3 clusters Score -8729210 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 107272 members 
Entering Unmasked Estep 
Score: -8729207.000000 Penalty: 5754.736328
	Iteration 63Q: 3 clusters Score -8729207 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 107290 members 
Entering Unmasked Estep 
Score: -8729218.000000 Penalty: 5754.736328
	Iteration 64Q: 3 clusters Score -8729218 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 107307 members 
Entering Unmasked Estep 
Score: -8729219.000000 Penalty: 5754.736328
	Iteration 65Q: 3 clusters Score -8729219 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 107323 members 
Entering Unmasked Estep 
Score: -8729220.000000 Penalty: 5754.736328
	Iteration 66Q: 3 clusters Score -8729220 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 107337 members 
Entering Unmasked Estep 
Score: -8729224.000000 Penalty: 5754.736328
	Iteration 67Q: 3 clusters Score -8729224 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 107357 members 
Entering Unmasked Estep 
Score: -8729244.000000 Penalty: 5754.736328
	Iteration 68Q: 3 clusters Score -8729244 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 107373 members 
Entering Unmasked Estep 
Score: -8729248.000000 Penalty: 5754.736328
	Iteration 69Q: 3 clusters Score -8729248 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 107388 members 
Entering Unmasked Estep 
Score: -8729252.000000 Penalty: 5754.736328
	Iteration 70Q: 3 clusters Score -8729252 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 107401 members 
Entering Unmasked Estep 
Score: -8729269.000000 Penalty: 5754.736328
	Iteration 71Q: 3 clusters Score -8729269 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 107412 members 
Entering Unmasked Estep 
Score: -8729264.000000 Penalty: 5754.736328
	Iteration 72Q: 3 clusters Score -8729264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 107417 members 
Entering Unmasked Estep 
Score: -8729271.000000 Penalty: 5754.736328
	Iteration 73Q: 3 clusters Score -8729271 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 107420 members 
Entering Unmasked Estep 
Score: -8729271.000000 Penalty: 5754.736328
	Iteration 74Q: 3 clusters Score -8729271 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 107426 members 
Entering Unmasked Estep 
Score: -8729275.000000 Penalty: 5754.736328
	Iteration 75Q: 3 clusters Score -8729275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 107430 members 
Entering Unmasked Estep 
Score: -8729276.000000 Penalty: 5754.736328
	Iteration 76Q: 3 clusters Score -8729276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 107434 members 
Entering Unmasked Estep 
Score: -8729269.000000 Penalty: 5754.736328
	Iteration 77Q: 3 clusters Score -8729269 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 107437 members 
Entering Unmasked Estep 
Score: -8729277.000000 Penalty: 5754.736328
	Iteration 78Q: 3 clusters Score -8729277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 107439 members 
Entering Unmasked Estep 
Score: -8729269.000000 Penalty: 5754.736328
	Iteration 79Q: 3 clusters Score -8729269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 107442 members 
Entering Unmasked Estep 
Score: -8729273.000000 Penalty: 5754.736328
	Iteration 80F: 3 clusters Score -8729273 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 107441 members 
Entering Unmasked Estep 
Score: -8729275.000000 Penalty: 5754.736328
	Iteration 81Q: 3 clusters Score -8729275 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 107441 members 
Entering Unmasked Estep 
Score: -8729275.000000 Penalty: 5754.736328
	Iteration 82F: 3 clusters Score -8729275 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (27254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27254 members 
Entering Unmasked Estep 
Score: -2236605.750000 Penalty: 2532.812988
	Iteration 0F: 2 clusters Score -2236606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -2217948.500000 Penalty: 5065.625977
	Iteration 0F: 3 clusters Score -2217948 nChanged 12108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -2224702.250000 Penalty: 5065.625977
	Iteration 1F: 3 clusters Score -2224702 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 14773 members 
Entering Unmasked Estep 
Score: -2225208.000000 Penalty: 5065.625977
	Iteration 2F: 3 clusters Score -2225208 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 15208 members 
Entering Unmasked Estep 
Score: -2225740.000000 Penalty: 5065.625977
	Iteration 3Q: 3 clusters Score -2225740 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -2226325.500000 Penalty: 5065.625977
	Iteration 4Q: 3 clusters Score -2226326 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 16574 members 
Entering Unmasked Estep 
Score: -2227069.000000 Penalty: 5065.625977
	Iteration 5Q: 3 clusters Score -2227069 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 17464 members 
Entering Unmasked Estep 
Score: -2227963.500000 Penalty: 5065.625977
	Iteration 6Q: 3 clusters Score -2227964 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 18457 members 
Entering Unmasked Estep 
Score: -2228987.750000 Penalty: 5065.625977
	Iteration 7F: 3 clusters Score -2228988 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 19444 members 
Entering Unmasked Estep 
Score: -2229982.500000 Penalty: 5065.625977
	Iteration 8F: 3 clusters Score -2229982 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 20325 members 
Entering Unmasked Estep 
Score: -2230826.750000 Penalty: 5065.625977
	Iteration 9Q: 3 clusters Score -2230827 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 21110 members 
Entering Unmasked Estep 
Score: -2231559.750000 Penalty: 5065.625977
	Iteration 10Q: 3 clusters Score -2231560 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 21780 members 
Entering Unmasked Estep 
Score: -2232106.000000 Penalty: 5065.625977
	Iteration 11Q: 3 clusters Score -2232106 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 22338 members 
Entering Unmasked Estep 
Score: -2232503.250000 Penalty: 5065.625977
	Iteration 12Q: 3 clusters Score -2232503 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 22837 members 
Entering Unmasked Estep 
Score: -2232824.250000 Penalty: 5065.625977
	Iteration 13Q: 3 clusters Score -2232824 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 23288 members 
Entering Unmasked Estep 
Score: -2233055.000000 Penalty: 5065.625977
	Iteration 14Q: 3 clusters Score -2233055 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 23660 members 
Entering Unmasked Estep 
Score: -2233254.000000 Penalty: 5065.625977
	Iteration 15Q: 3 clusters Score -2233254 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 24017 members 
Entering Unmasked Estep 
Score: -2233445.500000 Penalty: 5065.625977
	Iteration 16Q: 3 clusters Score -2233446 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 24350 members 
Entering Unmasked Estep 
Score: -2233602.500000 Penalty: 5065.625977
	Iteration 17Q: 3 clusters Score -2233602 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 24611 members 
Entering Unmasked Estep 
Score: -2233719.000000 Penalty: 5065.625977
	Iteration 18Q: 3 clusters Score -2233719 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 24827 members 
Entering Unmasked Estep 
Score: -2233831.000000 Penalty: 5065.625977
	Iteration 19Q: 3 clusters Score -2233831 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 24998 members 
Entering Unmasked Estep 
Score: -2233909.750000 Penalty: 5065.625977
	Iteration 20F: 3 clusters Score -2233910 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 25144 members 
Entering Unmasked Estep 
Score: -2233970.000000 Penalty: 5065.625977
	Iteration 21Q: 3 clusters Score -2233970 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 25271 members 
Entering Unmasked Estep 
Score: -2234032.750000 Penalty: 5065.625977
	Iteration 22Q: 3 clusters Score -2234033 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 25375 members 
Entering Unmasked Estep 
Score: -2234073.500000 Penalty: 5065.625977
	Iteration 23Q: 3 clusters Score -2234074 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 25471 members 
Entering Unmasked Estep 
Score: -2234111.500000 Penalty: 5065.625977
	Iteration 24Q: 3 clusters Score -2234112 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 25549 members 
Entering Unmasked Estep 
Score: -2234145.250000 Penalty: 5065.625977
	Iteration 25Q: 3 clusters Score -2234145 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 25624 members 
Entering Unmasked Estep 
Score: -2234182.250000 Penalty: 5065.625977
	Iteration 26Q: 3 clusters Score -2234182 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 25692 members 
Entering Unmasked Estep 
Score: -2234210.500000 Penalty: 5065.625977
	Iteration 27Q: 3 clusters Score -2234210 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 25745 members 
Entering Unmasked Estep 
Score: -2234222.750000 Penalty: 5065.625977
	Iteration 28Q: 3 clusters Score -2234223 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 25794 members 
Entering Unmasked Estep 
Score: -2234255.750000 Penalty: 5065.625977
	Iteration 29Q: 3 clusters Score -2234256 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 25841 members 
Entering Unmasked Estep 
Score: -2234272.000000 Penalty: 5065.625977
	Iteration 30Q: 3 clusters Score -2234272 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 25888 members 
Entering Unmasked Estep 
Score: -2234297.500000 Penalty: 5065.625977
	Iteration 31Q: 3 clusters Score -2234298 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 25934 members 
Entering Unmasked Estep 
Score: -2234320.750000 Penalty: 5065.625977
	Iteration 32Q: 3 clusters Score -2234321 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 25962 members 
Entering Unmasked Estep 
Score: -2234333.750000 Penalty: 5065.625977
	Iteration 33Q: 3 clusters Score -2234334 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 25982 members 
Entering Unmasked Estep 
Score: -2234339.250000 Penalty: 5065.625977
	Iteration 34Q: 3 clusters Score -2234339 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 26003 members 
Entering Unmasked Estep 
Score: -2234347.250000 Penalty: 5065.625977
	Iteration 35Q: 3 clusters Score -2234347 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 26029 members 
Entering Unmasked Estep 
Score: -2234358.250000 Penalty: 5065.625977
	Iteration 36Q: 3 clusters Score -2234358 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 26052 members 
Entering Unmasked Estep 
Score: -2234366.750000 Penalty: 5065.625977
	Iteration 37Q: 3 clusters Score -2234367 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 26064 members 
Entering Unmasked Estep 
Score: -2234365.000000 Penalty: 5065.625977
	Iteration 38Q: 3 clusters Score -2234365 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 26079 members 
Entering Unmasked Estep 
Score: -2234376.250000 Penalty: 5065.625977
	Iteration 39Q: 3 clusters Score -2234376 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 26091 members 
Entering Unmasked Estep 
Score: -2234382.250000 Penalty: 5065.625977
	Iteration 40F: 3 clusters Score -2234382 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 26108 members 
Entering Unmasked Estep 
Score: -2234390.500000 Penalty: 5065.625977
	Iteration 41Q: 3 clusters Score -2234390 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 26118 members 
Entering Unmasked Estep 
Score: -2234397.000000 Penalty: 5065.625977
	Iteration 42Q: 3 clusters Score -2234397 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 26128 members 
Entering Unmasked Estep 
Score: -2234398.750000 Penalty: 5065.625977
	Iteration 43Q: 3 clusters Score -2234399 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 26139 members 
Entering Unmasked Estep 
Score: -2234399.000000 Penalty: 5065.625977
	Iteration 44Q: 3 clusters Score -2234399 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 26148 members 
Entering Unmasked Estep 
Score: -2234407.000000 Penalty: 5065.625977
	Iteration 45Q: 3 clusters Score -2234407 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 26158 members 
Entering Unmasked Estep 
Score: -2234415.250000 Penalty: 5065.625977
	Iteration 46Q: 3 clusters Score -2234415 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 26168 members 
Entering Unmasked Estep 
Score: -2234415.000000 Penalty: 5065.625977
	Iteration 47Q: 3 clusters Score -2234415 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 26176 members 
Entering Unmasked Estep 
Score: -2234421.500000 Penalty: 5065.625977
	Iteration 48Q: 3 clusters Score -2234422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 26185 members 
Entering Unmasked Estep 
Score: -2234424.000000 Penalty: 5065.625977
	Iteration 49Q: 3 clusters Score -2234424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 26194 members 
Entering Unmasked Estep 
Score: -2234424.250000 Penalty: 5065.625977
	Iteration 50Q: 3 clusters Score -2234424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 26203 members 
Entering Unmasked Estep 
Score: -2234428.000000 Penalty: 5065.625977
	Iteration 51Q: 3 clusters Score -2234428 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 26217 members 
Entering Unmasked Estep 
Score: -2234438.250000 Penalty: 5065.625977
	Iteration 52Q: 3 clusters Score -2234438 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 26224 members 
Entering Unmasked Estep 
Score: -2234443.000000 Penalty: 5065.625977
	Iteration 53Q: 3 clusters Score -2234443 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 26239 members 
Entering Unmasked Estep 
Score: -2234449.250000 Penalty: 5065.625977
	Iteration 54Q: 3 clusters Score -2234449 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 26250 members 
Entering Unmasked Estep 
Score: -2234458.500000 Penalty: 5065.625977
	Iteration 55Q: 3 clusters Score -2234458 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 26264 members 
Entering Unmasked Estep 
Score: -2234463.250000 Penalty: 5065.625977
	Iteration 56Q: 3 clusters Score -2234463 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 26275 members 
Entering Unmasked Estep 
Score: -2234475.250000 Penalty: 5065.625977
	Iteration 57Q: 3 clusters Score -2234475 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 26291 members 
Entering Unmasked Estep 
Score: -2234476.750000 Penalty: 5065.625977
	Iteration 58Q: 3 clusters Score -2234477 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 26303 members 
Entering Unmasked Estep 
Score: -2234485.250000 Penalty: 5065.625977
	Iteration 59Q: 3 clusters Score -2234485 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 26312 members 
Entering Unmasked Estep 
Score: -2234488.250000 Penalty: 5065.625977
	Iteration 60F: 3 clusters Score -2234488 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 26324 members 
Entering Unmasked Estep 
Score: -2234498.750000 Penalty: 5065.625977
	Iteration 61Q: 3 clusters Score -2234499 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 26331 members 
Entering Unmasked Estep 
Score: -2234500.250000 Penalty: 5065.625977
	Iteration 62Q: 3 clusters Score -2234500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 26335 members 
Entering Unmasked Estep 
Score: -2234500.250000 Penalty: 5065.625977
	Iteration 63Q: 3 clusters Score -2234500 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 26345 members 
Entering Unmasked Estep 
Score: -2234509.250000 Penalty: 5065.625977
	Iteration 64Q: 3 clusters Score -2234509 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 26355 members 
Entering Unmasked Estep 
Score: -2234509.500000 Penalty: 5065.625977
	Iteration 65Q: 3 clusters Score -2234510 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 26363 members 
Entering Unmasked Estep 
Score: -2234515.250000 Penalty: 5065.625977
	Iteration 66Q: 3 clusters Score -2234515 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 26372 members 
Entering Unmasked Estep 
Score: -2234517.750000 Penalty: 5065.625977
	Iteration 67Q: 3 clusters Score -2234518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 26377 members 
Entering Unmasked Estep 
Score: -2234518.250000 Penalty: 5065.625977
	Iteration 68Q: 3 clusters Score -2234518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 26385 members 
Entering Unmasked Estep 
Score: -2234526.250000 Penalty: 5065.625977
	Iteration 69Q: 3 clusters Score -2234526 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 26391 members 
Entering Unmasked Estep 
Score: -2234531.000000 Penalty: 5065.625977
	Iteration 70Q: 3 clusters Score -2234531 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 26396 members 
Entering Unmasked Estep 
Score: -2234536.250000 Penalty: 5065.625977
	Iteration 71Q: 3 clusters Score -2234536 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 26401 members 
Entering Unmasked Estep 
Score: -2234537.250000 Penalty: 5065.625977
	Iteration 72Q: 3 clusters Score -2234537 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 26401 members 
Entering Unmasked Estep 
Score: -2234533.750000 Penalty: 5065.625977
	Iteration 73Q: 3 clusters Score -2234534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 26402 members 
Entering Unmasked Estep 
Score: -2234532.000000 Penalty: 5065.625977
	Iteration 74Q: 3 clusters Score -2234532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 26404 members 
Entering Unmasked Estep 
Score: -2234531.750000 Penalty: 5065.625977
	Iteration 75Q: 3 clusters Score -2234532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 26404 members 
Entering Unmasked Estep 
Score: -2234531.750000 Penalty: 5065.625977
	Iteration 76F: 3 clusters Score -2234532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Entering Unmasked Estep 
Score: -143050.703125 Penalty: 1920.975342
	Iteration 0F: 2 clusters Score -143050.7 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 1169 members 
Entering Unmasked Estep 
Score: -140398.828125 Penalty: 3841.950684
	Iteration 0F: 3 clusters Score -140398.8 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -141180.718750 Penalty: 3841.950684
	Iteration 1F: 3 clusters Score -141180.7 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -141444.375000 Penalty: 3841.950684
	Iteration 2F: 3 clusters Score -141444.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -141634.484375 Penalty: 3841.950684
	Iteration 3F: 3 clusters Score -141634.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -141737.515625 Penalty: 3841.950684
	Iteration 4Q: 3 clusters Score -141737.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -141838.484375 Penalty: 3841.950684
	Iteration 5Q: 3 clusters Score -141838.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -141900.640625 Penalty: 3841.950684
	Iteration 6Q: 3 clusters Score -141900.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -141958.562500 Penalty: 3841.950684
	Iteration 7Q: 3 clusters Score -141958.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -142040.437500 Penalty: 3841.950684
	Iteration 8Q: 3 clusters Score -142040.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -142196.640625 Penalty: 3841.950684
	Iteration 9Q: 3 clusters Score -142196.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -142362.109375 Penalty: 3841.950684
	Iteration 10Q: 3 clusters Score -142362.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -142475.937500 Penalty: 3841.950684
	Iteration 11Q: 3 clusters Score -142475.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -142549.562500 Penalty: 3841.950684
	Iteration 12Q: 3 clusters Score -142549.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -142597.171875 Penalty: 3841.950684
	Iteration 13Q: 3 clusters Score -142597.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -142643.328125 Penalty: 3841.950684
	Iteration 14Q: 3 clusters Score -142643.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -142668.828125 Penalty: 3841.950684
	Iteration 15Q: 3 clusters Score -142668.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -142686.812500 Penalty: 3841.950684
	Iteration 16Q: 3 clusters Score -142686.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -142712.500000 Penalty: 3841.950684
	Iteration 17Q: 3 clusters Score -142712.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -142729.890625 Penalty: 3841.950684
	Iteration 18Q: 3 clusters Score -142729.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -142741.000000 Penalty: 3841.950684
	Iteration 19Q: 3 clusters Score -142741 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -142746.046875 Penalty: 3841.950684
	Iteration 20F: 3 clusters Score -142746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -142752.515625 Penalty: 3841.950684
	Iteration 21Q: 3 clusters Score -142752.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -142757.812500 Penalty: 3841.950684
	Iteration 22Q: 3 clusters Score -142757.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -142762.156250 Penalty: 3841.950684
	Iteration 23Q: 3 clusters Score -142762.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -142764.515625 Penalty: 3841.950684
	Iteration 24Q: 3 clusters Score -142764.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -142766.359375 Penalty: 3841.950684
	Iteration 25Q: 3 clusters Score -142766.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -142770.156250 Penalty: 3841.950684
	Iteration 26Q: 3 clusters Score -142770.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -142771.531250 Penalty: 3841.950684
	Iteration 27Q: 3 clusters Score -142771.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -142771.531250 Penalty: 3841.950684
	Iteration 28F: 3 clusters Score -142771.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (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: -157257.968750 Penalty: 1923.005005
	Iteration 0F: 2 clusters Score -157258 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -154442.656250 Penalty: 3846.010010
	Iteration 0F: 3 clusters Score -154442.7 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -154978.734375 Penalty: 3846.010010
	Iteration 1F: 3 clusters Score -154978.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -155121.843750 Penalty: 3846.010010
	Iteration 2F: 3 clusters Score -155121.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -155197.515625 Penalty: 3846.010010
	Iteration 3Q: 3 clusters Score -155197.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -155257.656250 Penalty: 3846.010010
	Iteration 4Q: 3 clusters Score -155257.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -155298.343750 Penalty: 3846.010010
	Iteration 5Q: 3 clusters Score -155298.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -155325.640625 Penalty: 3846.010010
	Iteration 6Q: 3 clusters Score -155325.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -155351.125000 Penalty: 3846.010010
	Iteration 7Q: 3 clusters Score -155351.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -155371.656250 Penalty: 3846.010010
	Iteration 8Q: 3 clusters Score -155371.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -155391.093750 Penalty: 3846.010010
	Iteration 9Q: 3 clusters Score -155391.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -155409.953125 Penalty: 3846.010010
	Iteration 10Q: 3 clusters Score -155410 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -155420.625000 Penalty: 3846.010010
	Iteration 11Q: 3 clusters Score -155420.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -155433.796875 Penalty: 3846.010010
	Iteration 12Q: 3 clusters Score -155433.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -155445.828125 Penalty: 3846.010010
	Iteration 13Q: 3 clusters Score -155445.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -155461.421875 Penalty: 3846.010010
	Iteration 14Q: 3 clusters Score -155461.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -155477.531250 Penalty: 3846.010010
	Iteration 15Q: 3 clusters Score -155477.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -155491.781250 Penalty: 3846.010010
	Iteration 16Q: 3 clusters Score -155491.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -155503.906250 Penalty: 3846.010010
	Iteration 17Q: 3 clusters Score -155503.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -155510.859375 Penalty: 3846.010010
	Iteration 18Q: 3 clusters Score -155510.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -155516.640625 Penalty: 3846.010010
	Iteration 19Q: 3 clusters Score -155516.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -155520.687500 Penalty: 3846.010010
	Iteration 20F: 3 clusters Score -155520.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -155523.609375 Penalty: 3846.010010
	Iteration 21Q: 3 clusters Score -155523.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -155524.718750 Penalty: 3846.010010
	Iteration 22Q: 3 clusters Score -155524.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -155525.203125 Penalty: 3846.010010
	Iteration 23Q: 3 clusters Score -155525.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -155525.203125 Penalty: 3846.010010
	Iteration 24F: 3 clusters Score -155525.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (8204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Entering Unmasked Estep 
Score: -629295.312500 Penalty: 2235.069336
	Iteration 0F: 2 clusters Score -629295.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -622778.437500 Penalty: 4470.138672
	Iteration 0F: 3 clusters Score -622778.4 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -624605.437500 Penalty: 4470.138672
	Iteration 1F: 3 clusters Score -624605.4 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -624897.625000 Penalty: 4470.138672
	Iteration 2F: 3 clusters Score -624897.6 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -625130.562500 Penalty: 4470.138672
	Iteration 3F: 3 clusters Score -625130.6 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -625339.062500 Penalty: 4470.138672
	Iteration 4Q: 3 clusters Score -625339.1 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -625558.375000 Penalty: 4470.138672
	Iteration 5Q: 3 clusters Score -625558.4 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -625779.125000 Penalty: 4470.138672
	Iteration 6Q: 3 clusters Score -625779.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -626004.562500 Penalty: 4470.138672
	Iteration 7Q: 3 clusters Score -626004.6 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -626201.437500 Penalty: 4470.138672
	Iteration 8Q: 3 clusters Score -626201.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -626339.875000 Penalty: 4470.138672
	Iteration 9Q: 3 clusters Score -626339.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -626457.562500 Penalty: 4470.138672
	Iteration 10Q: 3 clusters Score -626457.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -626555.812500 Penalty: 4470.138672
	Iteration 11Q: 3 clusters Score -626555.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -626643.187500 Penalty: 4470.138672
	Iteration 12Q: 3 clusters Score -626643.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -626723.062500 Penalty: 4470.138672
	Iteration 13Q: 3 clusters Score -626723.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -626799.562500 Penalty: 4470.138672
	Iteration 14Q: 3 clusters Score -626799.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -626867.437500 Penalty: 4470.138672
	Iteration 15Q: 3 clusters Score -626867.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -626933.375000 Penalty: 4470.138672
	Iteration 16Q: 3 clusters Score -626933.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -626989.437500 Penalty: 4470.138672
	Iteration 17Q: 3 clusters Score -626989.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -627044.125000 Penalty: 4470.138672
	Iteration 18Q: 3 clusters Score -627044.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -627084.125000 Penalty: 4470.138672
	Iteration 19Q: 3 clusters Score -627084.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -627115.437500 Penalty: 4470.138672
	Iteration 20F: 3 clusters Score -627115.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -627146.125000 Penalty: 4470.138672
	Iteration 21Q: 3 clusters Score -627146.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -627180.125000 Penalty: 4470.138672
	Iteration 22Q: 3 clusters Score -627180.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -627210.750000 Penalty: 4470.138672
	Iteration 23Q: 3 clusters Score -627210.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -627239.937500 Penalty: 4470.138672
	Iteration 24Q: 3 clusters Score -627239.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -627270.375000 Penalty: 4470.138672
	Iteration 25Q: 3 clusters Score -627270.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -627304.875000 Penalty: 4470.138672
	Iteration 26Q: 3 clusters Score -627304.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -627343.500000 Penalty: 4470.138672
	Iteration 27Q: 3 clusters Score -627343.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -627380.062500 Penalty: 4470.138672
	Iteration 28Q: 3 clusters Score -627380.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -627418.375000 Penalty: 4470.138672
	Iteration 29Q: 3 clusters Score -627418.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -627470.687500 Penalty: 4470.138672
	Iteration 30Q: 3 clusters Score -627470.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -627533.375000 Penalty: 4470.138672
	Iteration 31Q: 3 clusters Score -627533.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -627605.187500 Penalty: 4470.138672
	Iteration 32Q: 3 clusters Score -627605.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -627663.500000 Penalty: 4470.138672
	Iteration 33Q: 3 clusters Score -627663.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -627712.187500 Penalty: 4470.138672
	Iteration 34Q: 3 clusters Score -627712.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -627752.562500 Penalty: 4470.138672
	Iteration 35Q: 3 clusters Score -627752.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -627791.250000 Penalty: 4470.138672
	Iteration 36Q: 3 clusters Score -627791.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -627818.812500 Penalty: 4470.138672
	Iteration 37Q: 3 clusters Score -627818.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -627831.062500 Penalty: 4470.138672
	Iteration 38Q: 3 clusters Score -627831.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -627845.500000 Penalty: 4470.138672
	Iteration 39Q: 3 clusters Score -627845.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -627858.937500 Penalty: 4470.138672
	Iteration 40F: 3 clusters Score -627858.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -627874.812500 Penalty: 4470.138672
	Iteration 41Q: 3 clusters Score -627874.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -627889.750000 Penalty: 4470.138672
	Iteration 42Q: 3 clusters Score -627889.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -627908.125000 Penalty: 4470.138672
	Iteration 43Q: 3 clusters Score -627908.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -627924.750000 Penalty: 4470.138672
	Iteration 44Q: 3 clusters Score -627924.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -627944.312500 Penalty: 4470.138672
	Iteration 45Q: 3 clusters Score -627944.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -627960.812500 Penalty: 4470.138672
	Iteration 46Q: 3 clusters Score -627960.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -627985.750000 Penalty: 4470.138672
	Iteration 47Q: 3 clusters Score -627985.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -628022.937500 Penalty: 4470.138672
	Iteration 48Q: 3 clusters Score -628022.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -628064.375000 Penalty: 4470.138672
	Iteration 49Q: 3 clusters Score -628064.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -628097.875000 Penalty: 4470.138672
	Iteration 50Q: 3 clusters Score -628097.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -628119.312500 Penalty: 4470.138672
	Iteration 51Q: 3 clusters Score -628119.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -628135.625000 Penalty: 4470.138672
	Iteration 52Q: 3 clusters Score -628135.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -628144.125000 Penalty: 4470.138672
	Iteration 53Q: 3 clusters Score -628144.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -628150.875000 Penalty: 4470.138672
	Iteration 54Q: 3 clusters Score -628150.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -628155.187500 Penalty: 4470.138672
	Iteration 55Q: 3 clusters Score -628155.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -628158.250000 Penalty: 4470.138672
	Iteration 56Q: 3 clusters Score -628158.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -628157.937500 Penalty: 4470.138672
	Iteration 57Q: 3 clusters Score -628157.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -628158.437500 Penalty: 4470.138672
	Iteration 58Q: 3 clusters Score -628158.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -628158.437500 Penalty: 4470.138672
	Iteration 59F: 3 clusters Score -628158.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (576998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576998 members 
Entering Unmasked Estep 
Score: -45380036.000000 Penalty: 3289.867432
	Iteration 0F: 2 clusters Score -4.538004e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288026 members 
Mstep: Class 2 contains 288972 members 
Entering Unmasked Estep 
Score: -44990460.000000 Penalty: 6579.734863
	Iteration 0F: 3 clusters Score -4.499046e+07 nChanged 281262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273824 members 
Mstep: Class 2 contains 303174 members 
Entering Unmasked Estep 
Score: -45160904.000000 Penalty: 6579.734863
	Iteration 1F: 3 clusters Score -4.51609e+07 nChanged 15426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265080 members 
Mstep: Class 2 contains 311918 members 
Entering Unmasked Estep 
Score: -45164608.000000 Penalty: 6579.734863
	Iteration 2Q: 3 clusters Score -4.516461e+07 nChanged 19105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251247 members 
Mstep: Class 2 contains 325751 members 
Entering Unmasked Estep 
Score: -45170736.000000 Penalty: 6579.734863
	Iteration 3Q: 3 clusters Score -4.517074e+07 nChanged 24901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230094 members 
Mstep: Class 2 contains 346904 members 
Entering Unmasked Estep 
Score: -45182632.000000 Penalty: 6579.734863
	Iteration 4Q: 3 clusters Score -4.518263e+07 nChanged 33193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199311 members 
Mstep: Class 2 contains 377687 members 
Entering Unmasked Estep 
Score: -45202800.000000 Penalty: 6579.734863
	Iteration 5F: 3 clusters Score -4.52028e+07 nChanged 42243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158370 members 
Mstep: Class 2 contains 418628 members 
Entering Unmasked Estep 
Score: -45235812.000000 Penalty: 6579.734863
	Iteration 6F: 3 clusters Score -4.523581e+07 nChanged 46695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112405 members 
Mstep: Class 2 contains 464593 members 
Entering Unmasked Estep 
Score: -45278112.000000 Penalty: 6579.734863
	Iteration 7F: 3 clusters Score -4.527811e+07 nChanged 41301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71410 members 
Mstep: Class 2 contains 505588 members 
Entering Unmasked Estep 
Score: -45316724.000000 Penalty: 6579.734863
	Iteration 8F: 3 clusters Score -4.531672e+07 nChanged 29486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42060 members 
Mstep: Class 2 contains 534938 members 
Entering Unmasked Estep 
Score: -45343652.000000 Penalty: 6579.734863
	Iteration 9F: 3 clusters Score -4.534365e+07 nChanged 18554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23550 members 
Mstep: Class 2 contains 553448 members 
Entering Unmasked Estep 
Score: -45359756.000000 Penalty: 6579.734863
	Iteration 10Q: 3 clusters Score -4.535976e+07 nChanged 10828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 564256 members 
Entering Unmasked Estep 
Score: -45368500.000000 Penalty: 6579.734863
	Iteration 11Q: 3 clusters Score -4.53685e+07 nChanged 5910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 570154 members 
Entering Unmasked Estep 
Score: -45373080.000000 Penalty: 6579.734863
	Iteration 12Q: 3 clusters Score -4.537308e+07 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 573052 members 
Entering Unmasked Estep 
Score: -45375048.000000 Penalty: 6579.734863
	Iteration 13Q: 3 clusters Score -4.537505e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 574463 members 
Entering Unmasked Estep 
Score: -45376144.000000 Penalty: 6579.734863
	Iteration 14Q: 3 clusters Score -4.537614e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 575170 members 
Entering Unmasked Estep 
Score: -45376748.000000 Penalty: 6579.734863
	Iteration 15Q: 3 clusters Score -4.537675e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 575523 members 
Entering Unmasked Estep 
Score: -45376984.000000 Penalty: 6579.734863
	Iteration 16Q: 3 clusters Score -4.537698e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 575734 members 
Entering Unmasked Estep 
Score: -45377204.000000 Penalty: 6579.734863
	Iteration 17Q: 3 clusters Score -4.53772e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 575847 members 
Entering Unmasked Estep 
Score: -45377384.000000 Penalty: 6579.734863
	Iteration 18Q: 3 clusters Score -4.537738e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 575912 members 
Entering Unmasked Estep 
Score: -45377476.000000 Penalty: 6579.734863
	Iteration 19Q: 3 clusters Score -4.537748e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 575952 members 
Entering Unmasked Estep 
Score: -45377536.000000 Penalty: 6579.734863
	Iteration 20F: 3 clusters Score -4.537754e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 575987 members 
Entering Unmasked Estep 
Score: -45377604.000000 Penalty: 6579.734863
	Iteration 21Q: 3 clusters Score -4.53776e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 576009 members 
Entering Unmasked Estep 
Score: -45377628.000000 Penalty: 6579.734863
	Iteration 22Q: 3 clusters Score -4.537763e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 576019 members 
Entering Unmasked Estep 
Score: -45377688.000000 Penalty: 6579.734863
	Iteration 23Q: 3 clusters Score -4.537769e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 576016 members 
Entering Unmasked Estep 
Score: -45377676.000000 Penalty: 6579.734863
	Iteration 24Q: 3 clusters Score -4.537768e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 576016 members 
Entering Unmasked Estep 
Score: -45377688.000000 Penalty: 6579.734863
	Iteration 25Q: 3 clusters Score -4.537769e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 576011 members 
Entering Unmasked Estep 
Score: -45377692.000000 Penalty: 6579.734863
	Iteration 26Q: 3 clusters Score -4.537769e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 576003 members 
Entering Unmasked Estep 
Score: -45377704.000000 Penalty: 6579.734863
	Iteration 27Q: 3 clusters Score -4.53777e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 576000 members 
Entering Unmasked Estep 
Score: -45377724.000000 Penalty: 6579.734863
	Iteration 28Q: 3 clusters Score -4.537772e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 575995 members 
Entering Unmasked Estep 
Score: -45377724.000000 Penalty: 6579.734863
	Iteration 29Q: 3 clusters Score -4.537772e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 575996 members 
Entering Unmasked Estep 
Score: -45377728.000000 Penalty: 6579.734863
	Iteration 30Q: 3 clusters Score -4.537773e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 576003 members 
Entering Unmasked Estep 
Score: -45377720.000000 Penalty: 6579.734863
	Iteration 31Q: 3 clusters Score -4.537772e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 576004 members 
Entering Unmasked Estep 
Score: -45377728.000000 Penalty: 6579.734863
	Iteration 32Q: 3 clusters Score -4.537773e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 576006 members 
Entering Unmasked Estep 
Score: -45377736.000000 Penalty: 6579.734863
	Iteration 33Q: 3 clusters Score -4.537774e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 576010 members 
Entering Unmasked Estep 
Score: -45377756.000000 Penalty: 6579.734863
	Iteration 34Q: 3 clusters Score -4.537776e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 576009 members 
Entering Unmasked Estep 
Score: -45377764.000000 Penalty: 6579.734863
	Iteration 35Q: 3 clusters Score -4.537776e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 576007 members 
Entering Unmasked Estep 
Score: -45377748.000000 Penalty: 6579.734863
	Iteration 36Q: 3 clusters Score -4.537775e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 576008 members 
Entering Unmasked Estep 
Score: -45377780.000000 Penalty: 6579.734863
	Iteration 37Q: 3 clusters Score -4.537778e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 576005 members 
Entering Unmasked Estep 
Score: -45377800.000000 Penalty: 6579.734863
	Iteration 38Q: 3 clusters Score -4.53778e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 576004 members 
Entering Unmasked Estep 
Score: -45377784.000000 Penalty: 6579.734863
	Iteration 39Q: 3 clusters Score -4.537778e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 576005 members 
Entering Unmasked Estep 
Score: -45377792.000000 Penalty: 6579.734863
	Iteration 40F: 3 clusters Score -4.537779e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 576006 members 
Entering Unmasked Estep 
Score: -45377772.000000 Penalty: 6579.734863
	Iteration 41Q: 3 clusters Score -4.537777e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 576006 members 
Entering Unmasked Estep 
Score: -45377772.000000 Penalty: 6579.734863
	Iteration 42F: 3 clusters Score -4.537777e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (62628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62628 members 
Entering Unmasked Estep 
Score: -5086720.000000 Penalty: 2739.151855
	Iteration 0F: 2 clusters Score -5086720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31289 members 
Mstep: Class 2 contains 31339 members 
Entering Unmasked Estep 
Score: -5044749.500000 Penalty: 5478.303711
	Iteration 0F: 3 clusters Score -5044750 nChanged 29281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31624 members 
Mstep: Class 2 contains 31004 members 
Entering Unmasked Estep 
Score: -5061314.500000 Penalty: 5478.303711
	Iteration 1F: 3 clusters Score -5061314 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31868 members 
Mstep: Class 2 contains 30760 members 
Entering Unmasked Estep 
Score: -5061942.000000 Penalty: 5478.303711
	Iteration 2Q: 3 clusters Score -5061942 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32268 members 
Mstep: Class 2 contains 30360 members 
Entering Unmasked Estep 
Score: -5062594.500000 Penalty: 5478.303711
	Iteration 3Q: 3 clusters Score -5062594 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32844 members 
Mstep: Class 2 contains 29784 members 
Entering Unmasked Estep 
Score: -5063304.000000 Penalty: 5478.303711
	Iteration 4Q: 3 clusters Score -5063304 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33676 members 
Mstep: Class 2 contains 28952 members 
Entering Unmasked Estep 
Score: -5064064.500000 Penalty: 5478.303711
	Iteration 5Q: 3 clusters Score -5064064 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34801 members 
Mstep: Class 2 contains 27827 members 
Entering Unmasked Estep 
Score: -5065048.500000 Penalty: 5478.303711
	Iteration 6Q: 3 clusters Score -5065048 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36333 members 
Mstep: Class 2 contains 26295 members 
Entering Unmasked Estep 
Score: -5066168.000000 Penalty: 5478.303711
	Iteration 7Q: 3 clusters Score -5066168 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38277 members 
Mstep: Class 2 contains 24351 members 
Entering Unmasked Estep 
Score: -5067395.000000 Penalty: 5478.303711
	Iteration 8Q: 3 clusters Score -5067395 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40659 members 
Mstep: Class 2 contains 21969 members 
Entering Unmasked Estep 
Score: -5068857.500000 Penalty: 5478.303711
	Iteration 9Q: 3 clusters Score -5068858 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43561 members 
Mstep: Class 2 contains 19067 members 
Entering Unmasked Estep 
Score: -5070625.500000 Penalty: 5478.303711
	Iteration 10F: 3 clusters Score -5070626 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46879 members 
Mstep: Class 2 contains 15749 members 
Entering Unmasked Estep 
Score: -5072786.000000 Penalty: 5478.303711
	Iteration 11F: 3 clusters Score -5072786 nChanged 3620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50435 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -5075334.500000 Penalty: 5478.303711
	Iteration 12F: 3 clusters Score -5075334 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53919 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -5078002.500000 Penalty: 5478.303711
	Iteration 13F: 3 clusters Score -5078002 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56825 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -5080286.000000 Penalty: 5478.303711
	Iteration 14Q: 3 clusters Score -5080286 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58948 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -5081958.000000 Penalty: 5478.303711
	Iteration 15Q: 3 clusters Score -5081958 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60311 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -5083005.000000 Penalty: 5478.303711
	Iteration 16Q: 3 clusters Score -5083005 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61086 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -5083607.500000 Penalty: 5478.303711
	Iteration 17Q: 3 clusters Score -5083608 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61502 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -5083956.500000 Penalty: 5478.303711
	Iteration 18Q: 3 clusters Score -5083956 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61724 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -5084147.000000 Penalty: 5478.303711
	Iteration 19Q: 3 clusters Score -5084147 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61842 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -5084234.500000 Penalty: 5478.303711
	Iteration 20F: 3 clusters Score -5084234 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61915 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -5084323.000000 Penalty: 5478.303711
	Iteration 21Q: 3 clusters Score -5084323 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61969 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -5084385.000000 Penalty: 5478.303711
	Iteration 22Q: 3 clusters Score -5084385 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61992 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -5084416.000000 Penalty: 5478.303711
	Iteration 23Q: 3 clusters Score -5084416 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62006 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -5084436.000000 Penalty: 5478.303711
	Iteration 24Q: 3 clusters Score -5084436 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62018 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -5084452.500000 Penalty: 5478.303711
	Iteration 25Q: 3 clusters Score -5084452 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62032 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -5084461.000000 Penalty: 5478.303711
	Iteration 26Q: 3 clusters Score -5084461 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62038 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -5084480.000000 Penalty: 5478.303711
	Iteration 27Q: 3 clusters Score -5084480 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62048 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -5084488.000000 Penalty: 5478.303711
	Iteration 28Q: 3 clusters Score -5084488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62054 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -5084494.000000 Penalty: 5478.303711
	Iteration 29Q: 3 clusters Score -5084494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62057 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -5084495.000000 Penalty: 5478.303711
	Iteration 30Q: 3 clusters Score -5084495 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62061 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -5084492.500000 Penalty: 5478.303711
	Iteration 31Q: 3 clusters Score -5084492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62064 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -5084497.500000 Penalty: 5478.303711
	Iteration 32Q: 3 clusters Score -5084498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62067 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -5084501.000000 Penalty: 5478.303711
	Iteration 33Q: 3 clusters Score -5084501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62069 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -5084503.500000 Penalty: 5478.303711
	Iteration 34Q: 3 clusters Score -5084504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62073 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -5084503.500000 Penalty: 5478.303711
	Iteration 35Q: 3 clusters Score -5084504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62078 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -5084508.000000 Penalty: 5478.303711
	Iteration 36Q: 3 clusters Score -5084508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62078 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -5084512.500000 Penalty: 5478.303711
	Iteration 37Q: 3 clusters Score -5084512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62080 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -5084519.500000 Penalty: 5478.303711
	Iteration 38Q: 3 clusters Score -5084520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62082 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -5084518.500000 Penalty: 5478.303711
	Iteration 39Q: 3 clusters Score -5084518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62082 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -5084518.500000 Penalty: 5478.303711
	Iteration 40F: 3 clusters Score -5084518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 8437 members 
Mstep: Class 3 contains 12459 members 
Mstep: Class 4 contains 10474 members 
Mstep: Class 5 contains 39006 members 
Mstep: Class 6 contains 77635 members 
Mstep: Class 7 contains 11342 members 
Mstep: Class 8 contains 2281 members 
Mstep: Class 9 contains 69184 members 
Mstep: Class 10 contains 17273 members 
Mstep: Class 11 contains 151949 members 
Mstep: Class 12 contains 27817 members 
Mstep: Class 13 contains 7270 members 
Mstep: Class 14 contains 10035 members 
Mstep: Class 15 contains 2563 members 
Mstep: Class 16 contains 45253 members 
Mstep: Class 17 contains 6549 members 
Mstep: Class 18 contains 10616 members 
Mstep: Class 19 contains 37230 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18421 members 
Mstep: Class 22 contains 10432 members 
Mstep: Class 23 contains 8864 members 
Mstep: Class 24 contains 5328 members 
Mstep: Class 25 contains 29521 members 
Mstep: Class 26 contains 24905 members 
Mstep: Class 27 contains 16091 members 
Mstep: Class 28 contains 109348 members 
Mstep: Class 29 contains 27254 members 
Mstep: Class 30 contains 2312 members 
Mstep: Class 31 contains 2331 members 
Mstep: Class 32 contains 8204 members 
Mstep: Class 33 contains 576998 members 
Mstep: Class 34 contains 62628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988264.000000 Penalty: 119701.210938
Iteration 279Q: 35 clusters Score -1.119883e+08 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 8437 members 
Mstep: Class 3 contains 12463 members 
Mstep: Class 4 contains 10472 members 
Mstep: Class 5 contains 39036 members 
Mstep: Class 6 contains 77632 members 
Mstep: Class 7 contains 11338 members 
Mstep: Class 8 contains 2281 members 
Mstep: Class 9 contains 69167 members 
Mstep: Class 10 contains 17272 members 
Mstep: Class 11 contains 151948 members 
Mstep: Class 12 contains 27818 members 
Mstep: Class 13 contains 7270 members 
Mstep: Class 14 contains 10036 members 
Mstep: Class 15 contains 2563 members 
Mstep: Class 16 contains 45253 members 
Mstep: Class 17 contains 6549 members 
Mstep: Class 18 contains 10616 members 
Mstep: Class 19 contains 37227 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18418 members 
Mstep: Class 22 contains 10431 members 
Mstep: Class 23 contains 8864 members 
Mstep: Class 24 contains 5327 members 
Mstep: Class 25 contains 29521 members 
Mstep: Class 26 contains 24904 members 
Mstep: Class 27 contains 16093 members 
Mstep: Class 28 contains 109401 members 
Mstep: Class 29 contains 27255 members 
Mstep: Class 30 contains 2312 members 
Mstep: Class 31 contains 2331 members 
Mstep: Class 32 contains 8204 members 
Mstep: Class 33 contains 576942 members 
Mstep: Class 34 contains 62627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988176.000000 Penalty: 119701.210938
Iteration 280F: 35 clusters Score -1.119882e+08 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 8437 members 
Mstep: Class 3 contains 12471 members 
Mstep: Class 4 contains 10474 members 
Mstep: Class 5 contains 39068 members 
Mstep: Class 6 contains 77631 members 
Mstep: Class 7 contains 11334 members 
Mstep: Class 8 contains 2281 members 
Mstep: Class 9 contains 69155 members 
Mstep: Class 10 contains 17269 members 
Mstep: Class 11 contains 151954 members 
Mstep: Class 12 contains 27818 members 
Mstep: Class 13 contains 7270 members 
Mstep: Class 14 contains 10036 members 
Mstep: Class 15 contains 2563 members 
Mstep: Class 16 contains 45253 members 
Mstep: Class 17 contains 6549 members 
Mstep: Class 18 contains 10618 members 
Mstep: Class 19 contains 37230 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18410 members 
Mstep: Class 22 contains 10429 members 
Mstep: Class 23 contains 8864 members 
Mstep: Class 24 contains 5328 members 
Mstep: Class 25 contains 29523 members 
Mstep: Class 26 contains 24904 members 
Mstep: Class 27 contains 16093 members 
Mstep: Class 28 contains 109454 members 
Mstep: Class 29 contains 27251 members 
Mstep: Class 30 contains 2312 members 
Mstep: Class 31 contains 2331 members 
Mstep: Class 32 contains 8203 members 
Mstep: Class 33 contains 576870 members 
Mstep: Class 34 contains 62626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988216.000000 Penalty: 119701.210938
Iteration 281Q: 35 clusters Score -1.119882e+08 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 8437 members 
Mstep: Class 3 contains 12475 members 
Mstep: Class 4 contains 10463 members 
Mstep: Class 5 contains 39103 members 
Mstep: Class 6 contains 77630 members 
Mstep: Class 7 contains 11329 members 
Mstep: Class 8 contains 2281 members 
Mstep: Class 9 contains 69149 members 
Mstep: Class 10 contains 17265 members 
Mstep: Class 11 contains 151952 members 
Mstep: Class 12 contains 27818 members 
Mstep: Class 13 contains 7270 members 
Mstep: Class 14 contains 10036 members 
Mstep: Class 15 contains 2563 members 
Mstep: Class 16 contains 45253 members 
Mstep: Class 17 contains 6549 members 
Mstep: Class 18 contains 10620 members 
Mstep: Class 19 contains 37227 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18403 members 
Mstep: Class 22 contains 10431 members 
Mstep: Class 23 contains 8864 members 
Mstep: Class 24 contains 5328 members 
Mstep: Class 25 contains 29524 members 
Mstep: Class 26 contains 24904 members 
Mstep: Class 27 contains 16095 members 
Mstep: Class 28 contains 109517 members 
Mstep: Class 29 contains 27251 members 
Mstep: Class 30 contains 2313 members 
Mstep: Class 31 contains 2331 members 
Mstep: Class 32 contains 8203 members 
Mstep: Class 33 contains 576795 members 
Mstep: Class 34 contains 62630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988256.000000 Penalty: 119701.210938
Iteration 282Q: 35 clusters Score -1.119883e+08 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 8437 members 
Mstep: Class 3 contains 12477 members 
Mstep: Class 4 contains 10455 members 
Mstep: Class 5 contains 39140 members 
Mstep: Class 6 contains 77629 members 
Mstep: Class 7 contains 11326 members 
Mstep: Class 8 contains 2281 members 
Mstep: Class 9 contains 69140 members 
Mstep: Class 10 contains 17259 members 
Mstep: Class 11 contains 151953 members 
Mstep: Class 12 contains 27818 members 
Mstep: Class 13 contains 7269 members 
Mstep: Class 14 contains 10036 members 
Mstep: Class 15 contains 2563 members 
Mstep: Class 16 contains 45254 members 
Mstep: Class 17 contains 6549 members 
Mstep: Class 18 contains 10621 members 
Mstep: Class 19 contains 37226 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18404 members 
Mstep: Class 22 contains 10429 members 
Mstep: Class 23 contains 8864 members 
Mstep: Class 24 contains 5328 members 
Mstep: Class 25 contains 29525 members 
Mstep: Class 26 contains 24904 members 
Mstep: Class 27 contains 16094 members 
Mstep: Class 28 contains 109563 members 
Mstep: Class 29 contains 27250 members 
Mstep: Class 30 contains 2314 members 
Mstep: Class 31 contains 2331 members 
Mstep: Class 32 contains 8203 members 
Mstep: Class 33 contains 576736 members 
Mstep: Class 34 contains 62633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988256.000000 Penalty: 119701.210938
Iteration 283Q: 35 clusters Score -1.119883e+08 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 8437 members 
Mstep: Class 3 contains 12484 members 
Mstep: Class 4 contains 10450 members 
Mstep: Class 5 contains 39171 members 
Mstep: Class 6 contains 77628 members 
Mstep: Class 7 contains 11323 members 
Mstep: Class 8 contains 2281 members 
Mstep: Class 9 contains 69134 members 
Mstep: Class 10 contains 17257 members 
Mstep: Class 11 contains 151948 members 
Mstep: Class 12 contains 27817 members 
Mstep: Class 13 contains 7269 members 
Mstep: Class 14 contains 10036 members 
Mstep: Class 15 contains 2563 members 
Mstep: Class 16 contains 45254 members 
Mstep: Class 17 contains 6548 members 
Mstep: Class 18 contains 10623 members 
Mstep: Class 19 contains 37230 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18408 members 
Mstep: Class 22 contains 10430 members 
Mstep: Class 23 contains 8862 members 
Mstep: Class 24 contains 5328 members 
Mstep: Class 25 contains 29527 members 
Mstep: Class 26 contains 24904 members 
Mstep: Class 27 contains 16093 members 
Mstep: Class 28 contains 109606 members 
Mstep: Class 29 contains 27252 members 
Mstep: Class 30 contains 2314 members 
Mstep: Class 31 contains 2331 members 
Mstep: Class 32 contains 8203 members 
Mstep: Class 33 contains 576664 members 
Mstep: Class 34 contains 62636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988112.000000 Penalty: 119701.210938
Iteration 284Q: 35 clusters Score -1.119881e+08 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 8437 members 
Mstep: Class 3 contains 12491 members 
Mstep: Class 4 contains 10445 members 
Mstep: Class 5 contains 39203 members 
Mstep: Class 6 contains 77623 members 
Mstep: Class 7 contains 11317 members 
Mstep: Class 8 contains 2281 members 
Mstep: Class 9 contains 69123 members 
Mstep: Class 10 contains 17254 members 
Mstep: Class 11 contains 151948 members 
Mstep: Class 12 contains 27815 members 
Mstep: Class 13 contains 7269 members 
Mstep: Class 14 contains 10036 members 
Mstep: Class 15 contains 2563 members 
Mstep: Class 16 contains 45255 members 
Mstep: Class 17 contains 6548 members 
Mstep: Class 18 contains 10624 members 
Mstep: Class 19 contains 37235 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18413 members 
Mstep: Class 22 contains 10431 members 
Mstep: Class 23 contains 8861 members 
Mstep: Class 24 contains 5328 members 
Mstep: Class 25 contains 29531 members 
Mstep: Class 26 contains 24903 members 
Mstep: Class 27 contains 16092 members 
Mstep: Class 28 contains 109648 members 
Mstep: Class 29 contains 27255 members 
Mstep: Class 30 contains 2316 members 
Mstep: Class 31 contains 2330 members 
Mstep: Class 32 contains 8203 members 
Mstep: Class 33 contains 576601 members 
Mstep: Class 34 contains 62633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988080.000000 Penalty: 119701.210938
Iteration 285Q: 35 clusters Score -1.119881e+08 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 8437 members 
Mstep: Class 3 contains 12501 members 
Mstep: Class 4 contains 10436 members 
Mstep: Class 5 contains 39239 members 
Mstep: Class 6 contains 77619 members 
Mstep: Class 7 contains 11317 members 
Mstep: Class 8 contains 2281 members 
Mstep: Class 9 contains 69114 members 
Mstep: Class 10 contains 17251 members 
Mstep: Class 11 contains 151952 members 
Mstep: Class 12 contains 27814 members 
Mstep: Class 13 contains 7269 members 
Mstep: Class 14 contains 10036 members 
Mstep: Class 15 contains 2563 members 
Mstep: Class 16 contains 45256 members 
Mstep: Class 17 contains 6548 members 
Mstep: Class 18 contains 10623 members 
Mstep: Class 19 contains 37237 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18412 members 
Mstep: Class 22 contains 10431 members 
Mstep: Class 23 contains 8861 members 
Mstep: Class 24 contains 5328 members 
Mstep: Class 25 contains 29530 members 
Mstep: Class 26 contains 24904 members 
Mstep: Class 27 contains 16091 members 
Mstep: Class 28 contains 109698 members 
Mstep: Class 29 contains 27257 members 
Mstep: Class 30 contains 2317 members 
Mstep: Class 31 contains 2330 members 
Mstep: Class 32 contains 8203 members 
Mstep: Class 33 contains 576527 members 
Mstep: Class 34 contains 62630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111987976.000000 Penalty: 119701.210938
Iteration 286Q: 35 clusters Score -1.11988e+08 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 8437 members 
Mstep: Class 3 contains 12514 members 
Mstep: Class 4 contains 10424 members 
Mstep: Class 5 contains 39273 members 
Mstep: Class 6 contains 77615 members 
Mstep: Class 7 contains 11319 members 
Mstep: Class 8 contains 2281 members 
Mstep: Class 9 contains 69103 members 
Mstep: Class 10 contains 17249 members 
Mstep: Class 11 contains 151962 members 
Mstep: Class 12 contains 27812 members 
Mstep: Class 13 contains 7269 members 
Mstep: Class 14 contains 10036 members 
Mstep: Class 15 contains 2563 members 
Mstep: Class 16 contains 45257 members 
Mstep: Class 17 contains 6547 members 
Mstep: Class 18 contains 10623 members 
Mstep: Class 19 contains 37241 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18406 members 
Mstep: Class 22 contains 10433 members 
Mstep: Class 23 contains 8860 members 
Mstep: Class 24 contains 5327 members 
Mstep: Class 25 contains 29527 members 
Mstep: Class 26 contains 24904 members 
Mstep: Class 27 contains 16092 members 
Mstep: Class 28 contains 109750 members 
Mstep: Class 29 contains 27260 members 
Mstep: Class 30 contains 2318 members 
Mstep: Class 31 contains 2330 members 
Mstep: Class 32 contains 8203 members 
Mstep: Class 33 contains 576455 members 
Mstep: Class 34 contains 62622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111987856.000000 Penalty: 119701.210938
Iteration 287Q: 35 clusters Score -1.119879e+08 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 8437 members 
Mstep: Class 3 contains 12527 members 
Mstep: Class 4 contains 10408 members 
Mstep: Class 5 contains 39308 members 
Mstep: Class 6 contains 77616 members 
Mstep: Class 7 contains 11319 members 
Mstep: Class 8 contains 2281 members 
Mstep: Class 9 contains 69088 members 
Mstep: Class 10 contains 17246 members 
Mstep: Class 11 contains 151970 members 
Mstep: Class 12 contains 27810 members 
Mstep: Class 13 contains 7269 members 
Mstep: Class 14 contains 10036 members 
Mstep: Class 15 contains 2564 members 
Mstep: Class 16 contains 45258 members 
Mstep: Class 17 contains 6547 members 
Mstep: Class 18 contains 10622 members 
Mstep: Class 19 contains 37248 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18403 members 
Mstep: Class 22 contains 10433 members 
Mstep: Class 23 contains 8859 members 
Mstep: Class 24 contains 5328 members 
Mstep: Class 25 contains 29525 members 
Mstep: Class 26 contains 24905 members 
Mstep: Class 27 contains 16093 members 
Mstep: Class 28 contains 109818 members 
Mstep: Class 29 contains 27262 members 
Mstep: Class 30 contains 2317 members 
Mstep: Class 31 contains 2331 members 
Mstep: Class 32 contains 8203 members 
Mstep: Class 33 contains 576365 members 
Mstep: Class 34 contains 62616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111987928.000000 Penalty: 119701.210938
Iteration 288Q: 35 clusters Score -1.119879e+08 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 8437 members 
Mstep: Class 3 contains 12541 members 
Mstep: Class 4 contains 10403 members 
Mstep: Class 5 contains 39352 members 
Mstep: Class 6 contains 77618 members 
Mstep: Class 7 contains 11318 members 
Mstep: Class 8 contains 2281 members 
Mstep: Class 9 contains 69067 members 
Mstep: Class 10 contains 17245 members 
Mstep: Class 11 contains 151968 members 
Mstep: Class 12 contains 27809 members 
Mstep: Class 13 contains 7269 members 
Mstep: Class 14 contains 10037 members 
Mstep: Class 15 contains 2566 members 
Mstep: Class 16 contains 45257 members 
Mstep: Class 17 contains 6546 members 
Mstep: Class 18 contains 10623 members 
Mstep: Class 19 contains 37251 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18401 members 
Mstep: Class 22 contains 10431 members 
Mstep: Class 23 contains 8858 members 
Mstep: Class 24 contains 5329 members 
Mstep: Class 25 contains 29528 members 
Mstep: Class 26 contains 24907 members 
Mstep: Class 27 contains 16093 members 
Mstep: Class 28 contains 109888 members 
Mstep: Class 29 contains 27262 members 
Mstep: Class 30 contains 2315 members 
Mstep: Class 31 contains 2331 members 
Mstep: Class 32 contains 8203 members 
Mstep: Class 33 contains 576266 members 
Mstep: Class 34 contains 62611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111987992.000000 Penalty: 119701.210938
Iteration 289Q: 35 clusters Score -1.11988e+08 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 8437 members 
Mstep: Class 3 contains 12557 members 
Mstep: Class 4 contains 10390 members 
Mstep: Class 5 contains 39396 members 
Mstep: Class 6 contains 77614 members 
Mstep: Class 7 contains 11316 members 
Mstep: Class 8 contains 2281 members 
Mstep: Class 9 contains 69045 members 
Mstep: Class 10 contains 17244 members 
Mstep: Class 11 contains 151969 members 
Mstep: Class 12 contains 27808 members 
Mstep: Class 13 contains 7269 members 
Mstep: Class 14 contains 10038 members 
Mstep: Class 15 contains 2567 members 
Mstep: Class 16 contains 45257 members 
Mstep: Class 17 contains 6545 members 
Mstep: Class 18 contains 10626 members 
Mstep: Class 19 contains 37252 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18402 members 
Mstep: Class 22 contains 10428 members 
Mstep: Class 23 contains 8856 members 
Mstep: Class 24 contains 5330 members 
Mstep: Class 25 contains 29528 members 
Mstep: Class 26 contains 24905 members 
Mstep: Class 27 contains 16094 members 
Mstep: Class 28 contains 109954 members 
Mstep: Class 29 contains 27262 members 
Mstep: Class 30 contains 2316 members 
Mstep: Class 31 contains 2331 members 
Mstep: Class 32 contains 8203 members 
Mstep: Class 33 contains 576183 members 
Mstep: Class 34 contains 62609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111987984.000000 Penalty: 119701.210938
Iteration 290Q: 35 clusters Score -1.11988e+08 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 8437 members 
Mstep: Class 3 contains 12580 members 
Mstep: Class 4 contains 10380 members 
Mstep: Class 5 contains 39451 members 
Mstep: Class 6 contains 77610 members 
Mstep: Class 7 contains 11315 members 
Mstep: Class 8 contains 2281 members 
Mstep: Class 9 contains 69017 members 
Mstep: Class 10 contains 17243 members 
Mstep: Class 11 contains 151969 members 
Mstep: Class 12 contains 27808 members 
Mstep: Class 13 contains 7269 members 
Mstep: Class 14 contains 10038 members 
Mstep: Class 15 contains 2568 members 
Mstep: Class 16 contains 45257 members 
Mstep: Class 17 contains 6546 members 
Mstep: Class 18 contains 10627 members 
Mstep: Class 19 contains 37257 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18401 members 
Mstep: Class 22 contains 10426 members 
Mstep: Class 23 contains 8856 members 
Mstep: Class 24 contains 5332 members 
Mstep: Class 25 contains 29529 members 
Mstep: Class 26 contains 24905 members 
Mstep: Class 27 contains 16094 members 
Mstep: Class 28 contains 110019 members 
Mstep: Class 29 contains 27262 members 
Mstep: Class 30 contains 2316 members 
Mstep: Class 31 contains 2331 members 
Mstep: Class 32 contains 8203 members 
Mstep: Class 33 contains 576078 members 
Mstep: Class 34 contains 62607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988080.000000 Penalty: 119701.210938
Iteration 291Q: 35 clusters Score -1.119881e+08 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 8437 members 
Mstep: Class 3 contains 12601 members 
Mstep: Class 4 contains 10372 members 
Mstep: Class 5 contains 39519 members 
Mstep: Class 6 contains 77600 members 
Mstep: Class 7 contains 11313 members 
Mstep: Class 8 contains 2281 members 
Mstep: Class 9 contains 68992 members 
Mstep: Class 10 contains 17243 members 
Mstep: Class 11 contains 151963 members 
Mstep: Class 12 contains 27806 members 
Mstep: Class 13 contains 7269 members 
Mstep: Class 14 contains 10038 members 
Mstep: Class 15 contains 2570 members 
Mstep: Class 16 contains 45256 members 
Mstep: Class 17 contains 6544 members 
Mstep: Class 18 contains 10633 members 
Mstep: Class 19 contains 37258 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18398 members 
Mstep: Class 22 contains 10425 members 
Mstep: Class 23 contains 8855 members 
Mstep: Class 24 contains 5333 members 
Mstep: Class 25 contains 29537 members 
Mstep: Class 26 contains 24901 members 
Mstep: Class 27 contains 16094 members 
Mstep: Class 28 contains 110088 members 
Mstep: Class 29 contains 27262 members 
Mstep: Class 30 contains 2316 members 
Mstep: Class 31 contains 2331 members 
Mstep: Class 32 contains 8203 members 
Mstep: Class 33 contains 575971 members 
Mstep: Class 34 contains 62604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988104.000000 Penalty: 119701.210938
Iteration 292Q: 35 clusters Score -1.119881e+08 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 8437 members 
Mstep: Class 3 contains 12619 members 
Mstep: Class 4 contains 10367 members 
Mstep: Class 5 contains 39576 members 
Mstep: Class 6 contains 77588 members 
Mstep: Class 7 contains 11311 members 
Mstep: Class 8 contains 2282 members 
Mstep: Class 9 contains 68975 members 
Mstep: Class 10 contains 17242 members 
Mstep: Class 11 contains 151962 members 
Mstep: Class 12 contains 27809 members 
Mstep: Class 13 contains 7269 members 
Mstep: Class 14 contains 10038 members 
Mstep: Class 15 contains 2570 members 
Mstep: Class 16 contains 45256 members 
Mstep: Class 17 contains 6543 members 
Mstep: Class 18 contains 10635 members 
Mstep: Class 19 contains 37257 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18397 members 
Mstep: Class 22 contains 10424 members 
Mstep: Class 23 contains 8855 members 
Mstep: Class 24 contains 5333 members 
Mstep: Class 25 contains 29542 members 
Mstep: Class 26 contains 24896 members 
Mstep: Class 27 contains 16093 members 
Mstep: Class 28 contains 110170 members 
Mstep: Class 29 contains 27259 members 
Mstep: Class 30 contains 2316 members 
Mstep: Class 31 contains 2331 members 
Mstep: Class 32 contains 8203 members 
Mstep: Class 33 contains 575852 members 
Mstep: Class 34 contains 62604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988224.000000 Penalty: 119701.210938
Iteration 293Q: 35 clusters Score -1.119882e+08 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 8437 members 
Mstep: Class 3 contains 12643 members 
Mstep: Class 4 contains 10366 members 
Mstep: Class 5 contains 39649 members 
Mstep: Class 6 contains 77584 members 
Mstep: Class 7 contains 11311 members 
Mstep: Class 8 contains 2282 members 
Mstep: Class 9 contains 68958 members 
Mstep: Class 10 contains 17242 members 
Mstep: Class 11 contains 151964 members 
Mstep: Class 12 contains 27810 members 
Mstep: Class 13 contains 7268 members 
Mstep: Class 14 contains 10038 members 
Mstep: Class 15 contains 2570 members 
Mstep: Class 16 contains 45257 members 
Mstep: Class 17 contains 6540 members 
Mstep: Class 18 contains 10636 members 
Mstep: Class 19 contains 37258 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18393 members 
Mstep: Class 22 contains 10424 members 
Mstep: Class 23 contains 8854 members 
Mstep: Class 24 contains 5333 members 
Mstep: Class 25 contains 29548 members 
Mstep: Class 26 contains 24894 members 
Mstep: Class 27 contains 16093 members 
Mstep: Class 28 contains 110230 members 
Mstep: Class 29 contains 27257 members 
Mstep: Class 30 contains 2316 members 
Mstep: Class 31 contains 2331 members 
Mstep: Class 32 contains 8203 members 
Mstep: Class 33 contains 575716 members 
Mstep: Class 34 contains 62605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988296.000000 Penalty: 119701.210938
Iteration 294Q: 35 clusters Score -1.119883e+08 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 8437 members 
Mstep: Class 3 contains 12663 members 
Mstep: Class 4 contains 10362 members 
Mstep: Class 5 contains 39711 members 
Mstep: Class 6 contains 77577 members 
Mstep: Class 7 contains 11307 members 
Mstep: Class 8 contains 2282 members 
Mstep: Class 9 contains 68938 members 
Mstep: Class 10 contains 17241 members 
Mstep: Class 11 contains 151964 members 
Mstep: Class 12 contains 27811 members 
Mstep: Class 13 contains 7268 members 
Mstep: Class 14 contains 10038 members 
Mstep: Class 15 contains 2570 members 
Mstep: Class 16 contains 45258 members 
Mstep: Class 17 contains 6537 members 
Mstep: Class 18 contains 10637 members 
Mstep: Class 19 contains 37262 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18397 members 
Mstep: Class 22 contains 10423 members 
Mstep: Class 23 contains 8854 members 
Mstep: Class 24 contains 5332 members 
Mstep: Class 25 contains 29547 members 
Mstep: Class 26 contains 24894 members 
Mstep: Class 27 contains 16093 members 
Mstep: Class 28 contains 110308 members 
Mstep: Class 29 contains 27261 members 
Mstep: Class 30 contains 2316 members 
Mstep: Class 31 contains 2331 members 
Mstep: Class 32 contains 8203 members 
Mstep: Class 33 contains 575586 members 
Mstep: Class 34 contains 62604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988232.000000 Penalty: 119701.210938
Iteration 295Q: 35 clusters Score -1.119882e+08 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 8437 members 
Mstep: Class 3 contains 12683 members 
Mstep: Class 4 contains 10358 members 
Mstep: Class 5 contains 39774 members 
Mstep: Class 6 contains 77573 members 
Mstep: Class 7 contains 11306 members 
Mstep: Class 8 contains 2282 members 
Mstep: Class 9 contains 68921 members 
Mstep: Class 10 contains 17240 members 
Mstep: Class 11 contains 151964 members 
Mstep: Class 12 contains 27811 members 
Mstep: Class 13 contains 7268 members 
Mstep: Class 14 contains 10037 members 
Mstep: Class 15 contains 2570 members 
Mstep: Class 16 contains 45257 members 
Mstep: Class 17 contains 6536 members 
Mstep: Class 18 contains 10636 members 
Mstep: Class 19 contains 37265 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18400 members 
Mstep: Class 22 contains 10420 members 
Mstep: Class 23 contains 8854 members 
Mstep: Class 24 contains 5330 members 
Mstep: Class 25 contains 29551 members 
Mstep: Class 26 contains 24894 members 
Mstep: Class 27 contains 16093 members 
Mstep: Class 28 contains 110403 members 
Mstep: Class 29 contains 27258 members 
Mstep: Class 30 contains 2316 members 
Mstep: Class 31 contains 2330 members 
Mstep: Class 32 contains 8203 members 
Mstep: Class 33 contains 575436 members 
Mstep: Class 34 contains 62606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988280.000000 Penalty: 119701.210938
Iteration 296Q: 35 clusters Score -1.119883e+08 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 8438 members 
Mstep: Class 3 contains 12702 members 
Mstep: Class 4 contains 10350 members 
Mstep: Class 5 contains 39843 members 
Mstep: Class 6 contains 77560 members 
Mstep: Class 7 contains 11303 members 
Mstep: Class 8 contains 2282 members 
Mstep: Class 9 contains 68904 members 
Mstep: Class 10 contains 17238 members 
Mstep: Class 11 contains 151963 members 
Mstep: Class 12 contains 27811 members 
Mstep: Class 13 contains 7268 members 
Mstep: Class 14 contains 10036 members 
Mstep: Class 15 contains 2570 members 
Mstep: Class 16 contains 45257 members 
Mstep: Class 17 contains 6534 members 
Mstep: Class 18 contains 10634 members 
Mstep: Class 19 contains 37272 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18398 members 
Mstep: Class 22 contains 10418 members 
Mstep: Class 23 contains 8854 members 
Mstep: Class 24 contains 5330 members 
Mstep: Class 25 contains 29553 members 
Mstep: Class 26 contains 24892 members 
Mstep: Class 27 contains 16093 members 
Mstep: Class 28 contains 110490 members 
Mstep: Class 29 contains 27260 members 
Mstep: Class 30 contains 2316 members 
Mstep: Class 31 contains 2329 members 
Mstep: Class 32 contains 8203 members 
Mstep: Class 33 contains 575305 members 
Mstep: Class 34 contains 62606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988288.000000 Penalty: 119701.210938
Iteration 297Q: 35 clusters Score -1.119883e+08 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 8438 members 
Mstep: Class 3 contains 12723 members 
Mstep: Class 4 contains 10347 members 
Mstep: Class 5 contains 39911 members 
Mstep: Class 6 contains 77550 members 
Mstep: Class 7 contains 11301 members 
Mstep: Class 8 contains 2282 members 
Mstep: Class 9 contains 68894 members 
Mstep: Class 10 contains 17236 members 
Mstep: Class 11 contains 151960 members 
Mstep: Class 12 contains 27810 members 
Mstep: Class 13 contains 7267 members 
Mstep: Class 14 contains 10035 members 
Mstep: Class 15 contains 2570 members 
Mstep: Class 16 contains 45257 members 
Mstep: Class 17 contains 6533 members 
Mstep: Class 18 contains 10635 members 
Mstep: Class 19 contains 37277 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18396 members 
Mstep: Class 22 contains 10417 members 
Mstep: Class 23 contains 8854 members 
Mstep: Class 24 contains 5330 members 
Mstep: Class 25 contains 29553 members 
Mstep: Class 26 contains 24891 members 
Mstep: Class 27 contains 16092 members 
Mstep: Class 28 contains 110583 members 
Mstep: Class 29 contains 27263 members 
Mstep: Class 30 contains 2314 members 
Mstep: Class 31 contains 2329 members 
Mstep: Class 32 contains 8203 members 
Mstep: Class 33 contains 575154 members 
Mstep: Class 34 contains 62606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988264.000000 Penalty: 119701.210938
Iteration 298Q: 35 clusters Score -1.119883e+08 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 8438 members 
Mstep: Class 3 contains 12739 members 
Mstep: Class 4 contains 10345 members 
Mstep: Class 5 contains 39969 members 
Mstep: Class 6 contains 77541 members 
Mstep: Class 7 contains 11301 members 
Mstep: Class 8 contains 2283 members 
Mstep: Class 9 contains 68881 members 
Mstep: Class 10 contains 17236 members 
Mstep: Class 11 contains 151966 members 
Mstep: Class 12 contains 27810 members 
Mstep: Class 13 contains 7263 members 
Mstep: Class 14 contains 10035 members 
Mstep: Class 15 contains 2570 members 
Mstep: Class 16 contains 45258 members 
Mstep: Class 17 contains 6531 members 
Mstep: Class 18 contains 10638 members 
Mstep: Class 19 contains 37277 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18397 members 
Mstep: Class 22 contains 10418 members 
Mstep: Class 23 contains 8854 members 
Mstep: Class 24 contains 5329 members 
Mstep: Class 25 contains 29557 members 
Mstep: Class 26 contains 24886 members 
Mstep: Class 27 contains 16092 members 
Mstep: Class 28 contains 110674 members 
Mstep: Class 29 contains 27263 members 
Mstep: Class 30 contains 2313 members 
Mstep: Class 31 contains 2329 members 
Mstep: Class 32 contains 8203 members 
Mstep: Class 33 contains 575010 members 
Mstep: Class 34 contains 62604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988392.000000 Penalty: 119701.210938
Iteration 299Q: 35 clusters Score -1.119884e+08 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 8438 members 
Mstep: Class 3 contains 12762 members 
Mstep: Class 4 contains 10337 members 
Mstep: Class 5 contains 40032 members 
Mstep: Class 6 contains 77533 members 
Mstep: Class 7 contains 11302 members 
Mstep: Class 8 contains 2282 members 
Mstep: Class 9 contains 68852 members 
Mstep: Class 10 contains 17234 members 
Mstep: Class 11 contains 151970 members 
Mstep: Class 12 contains 27810 members 
Mstep: Class 13 contains 7262 members 
Mstep: Class 14 contains 10035 members 
Mstep: Class 15 contains 2570 members 
Mstep: Class 16 contains 45258 members 
Mstep: Class 17 contains 6526 members 
Mstep: Class 18 contains 10641 members 
Mstep: Class 19 contains 37281 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18401 members 
Mstep: Class 22 contains 10418 members 
Mstep: Class 23 contains 8853 members 
Mstep: Class 24 contains 5331 members 
Mstep: Class 25 contains 29555 members 
Mstep: Class 26 contains 24883 members 
Mstep: Class 27 contains 16094 members 
Mstep: Class 28 contains 110773 members 
Mstep: Class 29 contains 27262 members 
Mstep: Class 30 contains 2313 members 
Mstep: Class 31 contains 2330 members 
Mstep: Class 32 contains 8203 members 
Mstep: Class 33 contains 574867 members 
Mstep: Class 34 contains 62601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988456.000000 Penalty: 119701.210938
Iteration 300F: 35 clusters Score -1.119885e+08 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 8438 members 
Mstep: Class 3 contains 12778 members 
Mstep: Class 4 contains 10330 members 
Mstep: Class 5 contains 40101 members 
Mstep: Class 6 contains 77529 members 
Mstep: Class 7 contains 11301 members 
Mstep: Class 8 contains 2282 members 
Mstep: Class 9 contains 68821 members 
Mstep: Class 10 contains 17235 members 
Mstep: Class 11 contains 151971 members 
Mstep: Class 12 contains 27810 members 
Mstep: Class 13 contains 7261 members 
Mstep: Class 14 contains 10035 members 
Mstep: Class 15 contains 2570 members 
Mstep: Class 16 contains 45259 members 
Mstep: Class 17 contains 6524 members 
Mstep: Class 18 contains 10641 members 
Mstep: Class 19 contains 37285 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18404 members 
Mstep: Class 22 contains 10416 members 
Mstep: Class 23 contains 8851 members 
Mstep: Class 24 contains 5332 members 
Mstep: Class 25 contains 29550 members 
Mstep: Class 26 contains 24881 members 
Mstep: Class 27 contains 16092 members 
Mstep: Class 28 contains 110898 members 
Mstep: Class 29 contains 27262 members 
Mstep: Class 30 contains 2313 members 
Mstep: Class 31 contains 2330 members 
Mstep: Class 32 contains 8203 members 
Mstep: Class 33 contains 574705 members 
Mstep: Class 34 contains 62601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988520.000000 Penalty: 119701.210938
Iteration 301Q: 35 clusters Score -1.119885e+08 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 8438 members 
Mstep: Class 3 contains 12793 members 
Mstep: Class 4 contains 10325 members 
Mstep: Class 5 contains 40173 members 
Mstep: Class 6 contains 77526 members 
Mstep: Class 7 contains 11301 members 
Mstep: Class 8 contains 2282 members 
Mstep: Class 9 contains 68790 members 
Mstep: Class 10 contains 17236 members 
Mstep: Class 11 contains 151964 members 
Mstep: Class 12 contains 27809 members 
Mstep: Class 13 contains 7260 members 
Mstep: Class 14 contains 10035 members 
Mstep: Class 15 contains 2570 members 
Mstep: Class 16 contains 45259 members 
Mstep: Class 17 contains 6521 members 
Mstep: Class 18 contains 10644 members 
Mstep: Class 19 contains 37293 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18393 members 
Mstep: Class 22 contains 10412 members 
Mstep: Class 23 contains 8851 members 
Mstep: Class 24 contains 5332 members 
Mstep: Class 25 contains 29551 members 
Mstep: Class 26 contains 24884 members 
Mstep: Class 27 contains 16092 members 
Mstep: Class 28 contains 111020 members 
Mstep: Class 29 contains 27265 members 
Mstep: Class 30 contains 2314 members 
Mstep: Class 31 contains 2330 members 
Mstep: Class 32 contains 8203 members 
Mstep: Class 33 contains 574544 members 
Mstep: Class 34 contains 62597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988496.000000 Penalty: 119701.210938
Iteration 302Q: 35 clusters Score -1.119885e+08 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 8438 members 
Mstep: Class 3 contains 12800 members 
Mstep: Class 4 contains 10318 members 
Mstep: Class 5 contains 40257 members 
Mstep: Class 6 contains 77524 members 
Mstep: Class 7 contains 11300 members 
Mstep: Class 8 contains 2283 members 
Mstep: Class 9 contains 68761 members 
Mstep: Class 10 contains 17239 members 
Mstep: Class 11 contains 151967 members 
Mstep: Class 12 contains 27810 members 
Mstep: Class 13 contains 7258 members 
Mstep: Class 14 contains 10035 members 
Mstep: Class 15 contains 2570 members 
Mstep: Class 16 contains 45259 members 
Mstep: Class 17 contains 6519 members 
Mstep: Class 18 contains 10644 members 
Mstep: Class 19 contains 37298 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18383 members 
Mstep: Class 22 contains 10408 members 
Mstep: Class 23 contains 8851 members 
Mstep: Class 24 contains 5332 members 
Mstep: Class 25 contains 29552 members 
Mstep: Class 26 contains 24886 members 
Mstep: Class 27 contains 16093 members 
Mstep: Class 28 contains 111123 members 
Mstep: Class 29 contains 27269 members 
Mstep: Class 30 contains 2314 members 
Mstep: Class 31 contains 2330 members 
Mstep: Class 32 contains 8203 members 
Mstep: Class 33 contains 574388 members 
Mstep: Class 34 contains 62594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988600.000000 Penalty: 119701.210938
Iteration 303Q: 35 clusters Score -1.119886e+08 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 8438 members 
Mstep: Class 3 contains 12814 members 
Mstep: Class 4 contains 10292 members 
Mstep: Class 5 contains 40345 members 
Mstep: Class 6 contains 77521 members 
Mstep: Class 7 contains 11297 members 
Mstep: Class 8 contains 2284 members 
Mstep: Class 9 contains 68735 members 
Mstep: Class 10 contains 17239 members 
Mstep: Class 11 contains 151967 members 
Mstep: Class 12 contains 27810 members 
Mstep: Class 13 contains 7256 members 
Mstep: Class 14 contains 10035 members 
Mstep: Class 15 contains 2570 members 
Mstep: Class 16 contains 45260 members 
Mstep: Class 17 contains 6517 members 
Mstep: Class 18 contains 10649 members 
Mstep: Class 19 contains 37300 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18378 members 
Mstep: Class 22 contains 10405 members 
Mstep: Class 23 contains 8851 members 
Mstep: Class 24 contains 5332 members 
Mstep: Class 25 contains 29553 members 
Mstep: Class 26 contains 24887 members 
Mstep: Class 27 contains 16096 members 
Mstep: Class 28 contains 111236 members 
Mstep: Class 29 contains 27275 members 
Mstep: Class 30 contains 2314 members 
Mstep: Class 31 contains 2330 members 
Mstep: Class 32 contains 8203 members 
Mstep: Class 33 contains 574230 members 
Mstep: Class 34 contains 62584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988488.000000 Penalty: 119701.210938
Iteration 304Q: 35 clusters Score -1.119885e+08 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 8438 members 
Mstep: Class 3 contains 12828 members 
Mstep: Class 4 contains 10268 members 
Mstep: Class 5 contains 40447 members 
Mstep: Class 6 contains 77512 members 
Mstep: Class 7 contains 11295 members 
Mstep: Class 8 contains 2285 members 
Mstep: Class 9 contains 68709 members 
Mstep: Class 10 contains 17238 members 
Mstep: Class 11 contains 151962 members 
Mstep: Class 12 contains 27808 members 
Mstep: Class 13 contains 7254 members 
Mstep: Class 14 contains 10035 members 
Mstep: Class 15 contains 2570 members 
Mstep: Class 16 contains 45261 members 
Mstep: Class 17 contains 6517 members 
Mstep: Class 18 contains 10650 members 
Mstep: Class 19 contains 37306 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18371 members 
Mstep: Class 22 contains 10403 members 
Mstep: Class 23 contains 8851 members 
Mstep: Class 24 contains 5331 members 
Mstep: Class 25 contains 29550 members 
Mstep: Class 26 contains 24888 members 
Mstep: Class 27 contains 16095 members 
Mstep: Class 28 contains 111361 members 
Mstep: Class 29 contains 27283 members 
Mstep: Class 30 contains 2315 members 
Mstep: Class 31 contains 2330 members 
Mstep: Class 32 contains 8203 members 
Mstep: Class 33 contains 574059 members 
Mstep: Class 34 contains 62581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988528.000000 Penalty: 119701.210938
Iteration 305Q: 35 clusters Score -1.119885e+08 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 8438 members 
Mstep: Class 3 contains 12841 members 
Mstep: Class 4 contains 10242 members 
Mstep: Class 5 contains 40536 members 
Mstep: Class 6 contains 77510 members 
Mstep: Class 7 contains 11290 members 
Mstep: Class 8 contains 2286 members 
Mstep: Class 9 contains 68692 members 
Mstep: Class 10 contains 17237 members 
Mstep: Class 11 contains 151962 members 
Mstep: Class 12 contains 27806 members 
Mstep: Class 13 contains 7251 members 
Mstep: Class 14 contains 10035 members 
Mstep: Class 15 contains 2570 members 
Mstep: Class 16 contains 45261 members 
Mstep: Class 17 contains 6516 members 
Mstep: Class 18 contains 10654 members 
Mstep: Class 19 contains 37312 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18362 members 
Mstep: Class 22 contains 10399 members 
Mstep: Class 23 contains 8851 members 
Mstep: Class 24 contains 5330 members 
Mstep: Class 25 contains 29549 members 
Mstep: Class 26 contains 24891 members 
Mstep: Class 27 contains 16094 members 
Mstep: Class 28 contains 111491 members 
Mstep: Class 29 contains 27291 members 
Mstep: Class 30 contains 2315 members 
Mstep: Class 31 contains 2330 members 
Mstep: Class 32 contains 8203 members 
Mstep: Class 33 contains 573882 members 
Mstep: Class 34 contains 62578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988616.000000 Penalty: 119701.210938
Iteration 306Q: 35 clusters Score -1.119886e+08 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 8438 members 
Mstep: Class 3 contains 12848 members 
Mstep: Class 4 contains 10229 members 
Mstep: Class 5 contains 40615 members 
Mstep: Class 6 contains 77498 members 
Mstep: Class 7 contains 11282 members 
Mstep: Class 8 contains 2286 members 
Mstep: Class 9 contains 68678 members 
Mstep: Class 10 contains 17236 members 
Mstep: Class 11 contains 151963 members 
Mstep: Class 12 contains 27804 members 
Mstep: Class 13 contains 7249 members 
Mstep: Class 14 contains 10035 members 
Mstep: Class 15 contains 2570 members 
Mstep: Class 16 contains 45263 members 
Mstep: Class 17 contains 6517 members 
Mstep: Class 18 contains 10654 members 
Mstep: Class 19 contains 37317 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18358 members 
Mstep: Class 22 contains 10397 members 
Mstep: Class 23 contains 8851 members 
Mstep: Class 24 contains 5329 members 
Mstep: Class 25 contains 29548 members 
Mstep: Class 26 contains 24894 members 
Mstep: Class 27 contains 16092 members 
Mstep: Class 28 contains 111621 members 
Mstep: Class 29 contains 27297 members 
Mstep: Class 30 contains 2315 members 
Mstep: Class 31 contains 2330 members 
Mstep: Class 32 contains 8203 members 
Mstep: Class 33 contains 573719 members 
Mstep: Class 34 contains 62569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988408.000000 Penalty: 119701.210938
Iteration 307Q: 35 clusters Score -1.119884e+08 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 8438 members 
Mstep: Class 3 contains 12851 members 
Mstep: Class 4 contains 10213 members 
Mstep: Class 5 contains 40699 members 
Mstep: Class 6 contains 77487 members 
Mstep: Class 7 contains 11279 members 
Mstep: Class 8 contains 2287 members 
Mstep: Class 9 contains 68660 members 
Mstep: Class 10 contains 17235 members 
Mstep: Class 11 contains 151969 members 
Mstep: Class 12 contains 27802 members 
Mstep: Class 13 contains 7248 members 
Mstep: Class 14 contains 10035 members 
Mstep: Class 15 contains 2570 members 
Mstep: Class 16 contains 45263 members 
Mstep: Class 17 contains 6516 members 
Mstep: Class 18 contains 10661 members 
Mstep: Class 19 contains 37325 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18351 members 
Mstep: Class 22 contains 10397 members 
Mstep: Class 23 contains 8851 members 
Mstep: Class 24 contains 5332 members 
Mstep: Class 25 contains 29548 members 
Mstep: Class 26 contains 24894 members 
Mstep: Class 27 contains 16089 members 
Mstep: Class 28 contains 111738 members 
Mstep: Class 29 contains 27296 members 
Mstep: Class 30 contains 2316 members 
Mstep: Class 31 contains 2330 members 
Mstep: Class 32 contains 8203 members 
Mstep: Class 33 contains 573569 members 
Mstep: Class 34 contains 62554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988488.000000 Penalty: 119701.210938
Iteration 308Q: 35 clusters Score -1.119885e+08 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 8438 members 
Mstep: Class 3 contains 12856 members 
Mstep: Class 4 contains 10197 members 
Mstep: Class 5 contains 40799 members 
Mstep: Class 6 contains 77476 members 
Mstep: Class 7 contains 11276 members 
Mstep: Class 8 contains 2286 members 
Mstep: Class 9 contains 68640 members 
Mstep: Class 10 contains 17235 members 
Mstep: Class 11 contains 151967 members 
Mstep: Class 12 contains 27800 members 
Mstep: Class 13 contains 7245 members 
Mstep: Class 14 contains 10036 members 
Mstep: Class 15 contains 2570 members 
Mstep: Class 16 contains 45262 members 
Mstep: Class 17 contains 6514 members 
Mstep: Class 18 contains 10665 members 
Mstep: Class 19 contains 37334 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18346 members 
Mstep: Class 22 contains 10397 members 
Mstep: Class 23 contains 8850 members 
Mstep: Class 24 contains 5330 members 
Mstep: Class 25 contains 29545 members 
Mstep: Class 26 contains 24893 members 
Mstep: Class 27 contains 16086 members 
Mstep: Class 28 contains 111875 members 
Mstep: Class 29 contains 27299 members 
Mstep: Class 30 contains 2317 members 
Mstep: Class 31 contains 2329 members 
Mstep: Class 32 contains 8203 members 
Mstep: Class 33 contains 573401 members 
Mstep: Class 34 contains 62538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988464.000000 Penalty: 119701.210938
Iteration 309Q: 35 clusters Score -1.119885e+08 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 8438 members 
Mstep: Class 3 contains 12868 members 
Mstep: Class 4 contains 10177 members 
Mstep: Class 5 contains 40893 members 
Mstep: Class 6 contains 77458 members 
Mstep: Class 7 contains 11271 members 
Mstep: Class 8 contains 2286 members 
Mstep: Class 9 contains 68610 members 
Mstep: Class 10 contains 17234 members 
Mstep: Class 11 contains 151972 members 
Mstep: Class 12 contains 27795 members 
Mstep: Class 13 contains 7242 members 
Mstep: Class 14 contains 10036 members 
Mstep: Class 15 contains 2570 members 
Mstep: Class 16 contains 45263 members 
Mstep: Class 17 contains 6513 members 
Mstep: Class 18 contains 10664 members 
Mstep: Class 19 contains 37336 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18350 members 
Mstep: Class 22 contains 10395 members 
Mstep: Class 23 contains 8850 members 
Mstep: Class 24 contains 5330 members 
Mstep: Class 25 contains 29545 members 
Mstep: Class 26 contains 24892 members 
Mstep: Class 27 contains 16083 members 
Mstep: Class 28 contains 112040 members 
Mstep: Class 29 contains 27303 members 
Mstep: Class 30 contains 2317 members 
Mstep: Class 31 contains 2329 members 
Mstep: Class 32 contains 8203 members 
Mstep: Class 33 contains 573217 members 
Mstep: Class 34 contains 62525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988376.000000 Penalty: 119701.210938
Iteration 310Q: 35 clusters Score -1.119884e+08 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 8438 members 
Mstep: Class 3 contains 12886 members 
Mstep: Class 4 contains 10167 members 
Mstep: Class 5 contains 41000 members 
Mstep: Class 6 contains 77446 members 
Mstep: Class 7 contains 11264 members 
Mstep: Class 8 contains 2286 members 
Mstep: Class 9 contains 68566 members 
Mstep: Class 10 contains 17232 members 
Mstep: Class 11 contains 151966 members 
Mstep: Class 12 contains 27790 members 
Mstep: Class 13 contains 7239 members 
Mstep: Class 14 contains 10036 members 
Mstep: Class 15 contains 2570 members 
Mstep: Class 16 contains 45266 members 
Mstep: Class 17 contains 6510 members 
Mstep: Class 18 contains 10667 members 
Mstep: Class 19 contains 37339 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18343 members 
Mstep: Class 22 contains 10395 members 
Mstep: Class 23 contains 8850 members 
Mstep: Class 24 contains 5331 members 
Mstep: Class 25 contains 29550 members 
Mstep: Class 26 contains 24892 members 
Mstep: Class 27 contains 16079 members 
Mstep: Class 28 contains 112175 members 
Mstep: Class 29 contains 27310 members 
Mstep: Class 30 contains 2317 members 
Mstep: Class 31 contains 2329 members 
Mstep: Class 32 contains 8203 members 
Mstep: Class 33 contains 573050 members 
Mstep: Class 34 contains 62514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988520.000000 Penalty: 119701.210938
Iteration 311Q: 35 clusters Score -1.119885e+08 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 8438 members 
Mstep: Class 3 contains 12904 members 
Mstep: Class 4 contains 10165 members 
Mstep: Class 5 contains 41116 members 
Mstep: Class 6 contains 77439 members 
Mstep: Class 7 contains 11257 members 
Mstep: Class 8 contains 2286 members 
Mstep: Class 9 contains 68529 members 
Mstep: Class 10 contains 17232 members 
Mstep: Class 11 contains 151956 members 
Mstep: Class 12 contains 27782 members 
Mstep: Class 13 contains 7230 members 
Mstep: Class 14 contains 10036 members 
Mstep: Class 15 contains 2570 members 
Mstep: Class 16 contains 45268 members 
Mstep: Class 17 contains 6508 members 
Mstep: Class 18 contains 10674 members 
Mstep: Class 19 contains 37352 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18347 members 
Mstep: Class 22 contains 10391 members 
Mstep: Class 23 contains 8849 members 
Mstep: Class 24 contains 5332 members 
Mstep: Class 25 contains 29552 members 
Mstep: Class 26 contains 24891 members 
Mstep: Class 27 contains 16079 members 
Mstep: Class 28 contains 112300 members 
Mstep: Class 29 contains 27313 members 
Mstep: Class 30 contains 2317 members 
Mstep: Class 31 contains 2328 members 
Mstep: Class 32 contains 8203 members 
Mstep: Class 33 contains 572856 members 
Mstep: Class 34 contains 62504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988720.000000 Penalty: 119701.210938
Iteration 312Q: 35 clusters Score -1.119887e+08 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 8438 members 
Mstep: Class 3 contains 12909 members 
Mstep: Class 4 contains 10159 members 
Mstep: Class 5 contains 41229 members 
Mstep: Class 6 contains 77433 members 
Mstep: Class 7 contains 11247 members 
Mstep: Class 8 contains 2286 members 
Mstep: Class 9 contains 68483 members 
Mstep: Class 10 contains 17227 members 
Mstep: Class 11 contains 151941 members 
Mstep: Class 12 contains 27779 members 
Mstep: Class 13 contains 7223 members 
Mstep: Class 14 contains 10036 members 
Mstep: Class 15 contains 2570 members 
Mstep: Class 16 contains 45269 members 
Mstep: Class 17 contains 6505 members 
Mstep: Class 18 contains 10678 members 
Mstep: Class 19 contains 37363 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18349 members 
Mstep: Class 22 contains 10388 members 
Mstep: Class 23 contains 8849 members 
Mstep: Class 24 contains 5333 members 
Mstep: Class 25 contains 29555 members 
Mstep: Class 26 contains 24886 members 
Mstep: Class 27 contains 16078 members 
Mstep: Class 28 contains 112425 members 
Mstep: Class 29 contains 27321 members 
Mstep: Class 30 contains 2317 members 
Mstep: Class 31 contains 2328 members 
Mstep: Class 32 contains 8203 members 
Mstep: Class 33 contains 572696 members 
Mstep: Class 34 contains 62498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988768.000000 Penalty: 119701.210938
Iteration 313Q: 35 clusters Score -1.119888e+08 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 8438 members 
Mstep: Class 3 contains 12916 members 
Mstep: Class 4 contains 10160 members 
Mstep: Class 5 contains 41351 members 
Mstep: Class 6 contains 77424 members 
Mstep: Class 7 contains 11244 members 
Mstep: Class 8 contains 2286 members 
Mstep: Class 9 contains 68441 members 
Mstep: Class 10 contains 17220 members 
Mstep: Class 11 contains 151940 members 
Mstep: Class 12 contains 27775 members 
Mstep: Class 13 contains 7217 members 
Mstep: Class 14 contains 10035 members 
Mstep: Class 15 contains 2570 members 
Mstep: Class 16 contains 45269 members 
Mstep: Class 17 contains 6500 members 
Mstep: Class 18 contains 10678 members 
Mstep: Class 19 contains 37366 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18341 members 
Mstep: Class 22 contains 10386 members 
Mstep: Class 23 contains 8848 members 
Mstep: Class 24 contains 5334 members 
Mstep: Class 25 contains 29562 members 
Mstep: Class 26 contains 24884 members 
Mstep: Class 27 contains 16078 members 
Mstep: Class 28 contains 112540 members 
Mstep: Class 29 contains 27329 members 
Mstep: Class 30 contains 2317 members 
Mstep: Class 31 contains 2328 members 
Mstep: Class 32 contains 8203 members 
Mstep: Class 33 contains 572533 members 
Mstep: Class 34 contains 62486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988960.000000 Penalty: 119701.210938
Iteration 314Q: 35 clusters Score -1.11989e+08 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 8438 members 
Mstep: Class 3 contains 12925 members 
Mstep: Class 4 contains 10152 members 
Mstep: Class 5 contains 41502 members 
Mstep: Class 6 contains 77418 members 
Mstep: Class 7 contains 11237 members 
Mstep: Class 8 contains 2286 members 
Mstep: Class 9 contains 68394 members 
Mstep: Class 10 contains 17218 members 
Mstep: Class 11 contains 151940 members 
Mstep: Class 12 contains 27770 members 
Mstep: Class 13 contains 7211 members 
Mstep: Class 14 contains 10035 members 
Mstep: Class 15 contains 2570 members 
Mstep: Class 16 contains 45271 members 
Mstep: Class 17 contains 6496 members 
Mstep: Class 18 contains 10673 members 
Mstep: Class 19 contains 37376 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18318 members 
Mstep: Class 22 contains 10380 members 
Mstep: Class 23 contains 8846 members 
Mstep: Class 24 contains 5335 members 
Mstep: Class 25 contains 29564 members 
Mstep: Class 26 contains 24881 members 
Mstep: Class 27 contains 16076 members 
Mstep: Class 28 contains 112628 members 
Mstep: Class 29 contains 27326 members 
Mstep: Class 30 contains 2318 members 
Mstep: Class 31 contains 2330 members 
Mstep: Class 32 contains 8203 members 
Mstep: Class 33 contains 572401 members 
Mstep: Class 34 contains 62480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111989056.000000 Penalty: 119701.210938
Iteration 315Q: 35 clusters Score -1.119891e+08 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 8438 members 
Mstep: Class 3 contains 12931 members 
Mstep: Class 4 contains 10131 members 
Mstep: Class 5 contains 41644 members 
Mstep: Class 6 contains 77416 members 
Mstep: Class 7 contains 11226 members 
Mstep: Class 8 contains 2286 members 
Mstep: Class 9 contains 68361 members 
Mstep: Class 10 contains 17216 members 
Mstep: Class 11 contains 151941 members 
Mstep: Class 12 contains 27768 members 
Mstep: Class 13 contains 7203 members 
Mstep: Class 14 contains 10034 members 
Mstep: Class 15 contains 2571 members 
Mstep: Class 16 contains 45272 members 
Mstep: Class 17 contains 6492 members 
Mstep: Class 18 contains 10666 members 
Mstep: Class 19 contains 37379 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18308 members 
Mstep: Class 22 contains 10376 members 
Mstep: Class 23 contains 8842 members 
Mstep: Class 24 contains 5335 members 
Mstep: Class 25 contains 29564 members 
Mstep: Class 26 contains 24875 members 
Mstep: Class 27 contains 16069 members 
Mstep: Class 28 contains 112739 members 
Mstep: Class 29 contains 27328 members 
Mstep: Class 30 contains 2319 members 
Mstep: Class 31 contains 2330 members 
Mstep: Class 32 contains 8203 members 
Mstep: Class 33 contains 572262 members 
Mstep: Class 34 contains 62472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988992.000000 Penalty: 119701.210938
Iteration 316Q: 35 clusters Score -1.11989e+08 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 8438 members 
Mstep: Class 3 contains 12943 members 
Mstep: Class 4 contains 10117 members 
Mstep: Class 5 contains 41788 members 
Mstep: Class 6 contains 77412 members 
Mstep: Class 7 contains 11208 members 
Mstep: Class 8 contains 2286 members 
Mstep: Class 9 contains 68334 members 
Mstep: Class 10 contains 17214 members 
Mstep: Class 11 contains 151940 members 
Mstep: Class 12 contains 27764 members 
Mstep: Class 13 contains 7194 members 
Mstep: Class 14 contains 10034 members 
Mstep: Class 15 contains 2572 members 
Mstep: Class 16 contains 45274 members 
Mstep: Class 17 contains 6488 members 
Mstep: Class 18 contains 10669 members 
Mstep: Class 19 contains 37381 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18306 members 
Mstep: Class 22 contains 10372 members 
Mstep: Class 23 contains 8840 members 
Mstep: Class 24 contains 5335 members 
Mstep: Class 25 contains 29562 members 
Mstep: Class 26 contains 24870 members 
Mstep: Class 27 contains 16065 members 
Mstep: Class 28 contains 112850 members 
Mstep: Class 29 contains 27329 members 
Mstep: Class 30 contains 2319 members 
Mstep: Class 31 contains 2330 members 
Mstep: Class 32 contains 8203 members 
Mstep: Class 33 contains 572094 members 
Mstep: Class 34 contains 62466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111989000.000000 Penalty: 119701.210938
Iteration 317Q: 35 clusters Score -1.11989e+08 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 8438 members 
Mstep: Class 3 contains 12949 members 
Mstep: Class 4 contains 10104 members 
Mstep: Class 5 contains 41914 members 
Mstep: Class 6 contains 77410 members 
Mstep: Class 7 contains 11185 members 
Mstep: Class 8 contains 2286 members 
Mstep: Class 9 contains 68306 members 
Mstep: Class 10 contains 17211 members 
Mstep: Class 11 contains 151934 members 
Mstep: Class 12 contains 27757 members 
Mstep: Class 13 contains 7184 members 
Mstep: Class 14 contains 10034 members 
Mstep: Class 15 contains 2572 members 
Mstep: Class 16 contains 45272 members 
Mstep: Class 17 contains 6486 members 
Mstep: Class 18 contains 10670 members 
Mstep: Class 19 contains 37386 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18300 members 
Mstep: Class 22 contains 10366 members 
Mstep: Class 23 contains 8841 members 
Mstep: Class 24 contains 5335 members 
Mstep: Class 25 contains 29563 members 
Mstep: Class 26 contains 24872 members 
Mstep: Class 27 contains 16061 members 
Mstep: Class 28 contains 112972 members 
Mstep: Class 29 contains 27329 members 
Mstep: Class 30 contains 2320 members 
Mstep: Class 31 contains 2330 members 
Mstep: Class 32 contains 8203 members 
Mstep: Class 33 contains 571940 members 
Mstep: Class 34 contains 62463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111989032.000000 Penalty: 119701.210938
Iteration 318Q: 35 clusters Score -1.11989e+08 nChanged 687
Entering ConstructFrom: 
Score: -111989032.000000 Penalty: 119701.210938
Entering ConstructFrom: 
Trying to split cluster 1 (9561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Entering Unmasked Estep 
Score: -703906.625000 Penalty: 2273.031006
	Iteration 0F: 2 clusters Score -703906.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -696527.125000 Penalty: 4546.062012
	Iteration 0F: 3 clusters Score -696527.1 nChanged 3949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -698713.750000 Penalty: 4546.062012
	Iteration 1F: 3 clusters Score -698713.8 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -699107.562500 Penalty: 4546.062012
	Iteration 2F: 3 clusters Score -699107.6 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -699523.875000 Penalty: 4546.062012
	Iteration 3F: 3 clusters Score -699523.9 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -700053.000000 Penalty: 4546.062012
	Iteration 4F: 3 clusters Score -700053 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -700820.750000 Penalty: 4546.062012
	Iteration 5F: 3 clusters Score -700820.8 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -701579.812500 Penalty: 4546.062012
	Iteration 6F: 3 clusters Score -701579.8 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -702157.687500 Penalty: 4546.062012
	Iteration 7F: 3 clusters Score -702157.7 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -702602.687500 Penalty: 4546.062012
	Iteration 8F: 3 clusters Score -702602.7 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -702926.125000 Penalty: 4546.062012
	Iteration 9Q: 3 clusters Score -702926.1 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -703144.437500 Penalty: 4546.062012
	Iteration 10Q: 3 clusters Score -703144.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -703311.625000 Penalty: 4546.062012
	Iteration 11Q: 3 clusters Score -703311.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -703430.125000 Penalty: 4546.062012
	Iteration 12Q: 3 clusters Score -703430.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -703504.500000 Penalty: 4546.062012
	Iteration 13Q: 3 clusters Score -703504.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -703554.562500 Penalty: 4546.062012
	Iteration 14Q: 3 clusters Score -703554.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -703588.562500 Penalty: 4546.062012
	Iteration 15Q: 3 clusters Score -703588.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -703610.125000 Penalty: 4546.062012
	Iteration 16Q: 3 clusters Score -703610.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -703631.000000 Penalty: 4546.062012
	Iteration 17Q: 3 clusters Score -703631 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -703649.562500 Penalty: 4546.062012
	Iteration 18Q: 3 clusters Score -703649.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -703675.125000 Penalty: 4546.062012
	Iteration 19Q: 3 clusters Score -703675.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -703701.312500 Penalty: 4546.062012
	Iteration 20F: 3 clusters Score -703701.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -703739.000000 Penalty: 4546.062012
	Iteration 21Q: 3 clusters Score -703739 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -703792.687500 Penalty: 4546.062012
	Iteration 22Q: 3 clusters Score -703792.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -703841.937500 Penalty: 4546.062012
	Iteration 23Q: 3 clusters Score -703841.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -703912.187500 Penalty: 4546.062012
	Iteration 24Q: 3 clusters Score -703912.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -704018.937500 Penalty: 4546.062012
	Iteration 25Q: 3 clusters Score -704018.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -704134.812500 Penalty: 4546.062012
	Iteration 26Q: 3 clusters Score -704134.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -704232.625000 Penalty: 4546.062012
	Iteration 27Q: 3 clusters Score -704232.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -704274.812500 Penalty: 4546.062012
	Iteration 28Q: 3 clusters Score -704274.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -704297.875000 Penalty: 4546.062012
	Iteration 29Q: 3 clusters Score -704297.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -704313.687500 Penalty: 4546.062012
	Iteration 30Q: 3 clusters Score -704313.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -704320.812500 Penalty: 4546.062012
	Iteration 31Q: 3 clusters Score -704320.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -704325.937500 Penalty: 4546.062012
	Iteration 32Q: 3 clusters Score -704325.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -704328.062500 Penalty: 4546.062012
	Iteration 33Q: 3 clusters Score -704328.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -704329.500000 Penalty: 4546.062012
	Iteration 34Q: 3 clusters Score -704329.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -704333.000000 Penalty: 4546.062012
	Iteration 35Q: 3 clusters Score -704333 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -704333.250000 Penalty: 4546.062012
	Iteration 36Q: 3 clusters Score -704333.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -704333.312500 Penalty: 4546.062012
	Iteration 37Q: 3 clusters Score -704333.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -704332.312500 Penalty: 4546.062012
	Iteration 38Q: 3 clusters Score -704332.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -704332.312500 Penalty: 4546.062012
	Iteration 39F: 3 clusters Score -704332.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 8438 members 
Mstep: Class 3 contains 12952 members 
Mstep: Class 4 contains 10087 members 
Mstep: Class 5 contains 42061 members 
Mstep: Class 6 contains 77407 members 
Mstep: Class 7 contains 11169 members 
Mstep: Class 8 contains 2286 members 
Mstep: Class 9 contains 68268 members 
Mstep: Class 10 contains 17207 members 
Mstep: Class 11 contains 151936 members 
Mstep: Class 12 contains 27754 members 
Mstep: Class 13 contains 7175 members 
Mstep: Class 14 contains 10034 members 
Mstep: Class 15 contains 2572 members 
Mstep: Class 16 contains 45272 members 
Mstep: Class 17 contains 6488 members 
Mstep: Class 18 contains 10668 members 
Mstep: Class 19 contains 37388 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18294 members 
Mstep: Class 22 contains 10359 members 
Mstep: Class 23 contains 8841 members 
Mstep: Class 24 contains 5335 members 
Mstep: Class 25 contains 29564 members 
Mstep: Class 26 contains 24867 members 
Mstep: Class 27 contains 16059 members 
Mstep: Class 28 contains 113115 members 
Mstep: Class 29 contains 27329 members 
Mstep: Class 30 contains 2320 members 
Mstep: Class 31 contains 2330 members 
Mstep: Class 32 contains 8203 members 
Mstep: Class 33 contains 571756 members 
Mstep: Class 34 contains 62457 members 
Mstep: Class 35 contains 6840 members 
Entering Unmasked Estep 
Score: -111987640.000000 Penalty: 123221.835938
Splitting cluster 1 changes total score from -111989032.000000 to -111987640.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (8438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Entering Unmasked Estep 
Score: -650441.125000 Penalty: 2242.044189
	Iteration 0F: 2 clusters Score -650441.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -643771.187500 Penalty: 4484.088379
	Iteration 0F: 3 clusters Score -643771.2 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -645626.000000 Penalty: 4484.088379
	Iteration 1F: 3 clusters Score -645626 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -645967.312500 Penalty: 4484.088379
	Iteration 2F: 3 clusters Score -645967.3 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -646242.437500 Penalty: 4484.088379
	Iteration 3F: 3 clusters Score -646242.4 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -646497.812500 Penalty: 4484.088379
	Iteration 4F: 3 clusters Score -646497.8 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -646777.062500 Penalty: 4484.088379
	Iteration 5Q: 3 clusters Score -646777.1 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -647061.812500 Penalty: 4484.088379
	Iteration 6Q: 3 clusters Score -647061.8 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -647316.000000 Penalty: 4484.088379
	Iteration 7Q: 3 clusters Score -647316 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -647526.937500 Penalty: 4484.088379
	Iteration 8Q: 3 clusters Score -647526.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -647718.562500 Penalty: 4484.088379
	Iteration 9Q: 3 clusters Score -647718.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -647867.812500 Penalty: 4484.088379
	Iteration 10Q: 3 clusters Score -647867.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -648013.312500 Penalty: 4484.088379
	Iteration 11Q: 3 clusters Score -648013.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -648169.437500 Penalty: 4484.088379
	Iteration 12Q: 3 clusters Score -648169.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -648327.187500 Penalty: 4484.088379
	Iteration 13Q: 3 clusters Score -648327.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -648522.625000 Penalty: 4484.088379
	Iteration 14Q: 3 clusters Score -648522.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -648774.750000 Penalty: 4484.088379
	Iteration 15Q: 3 clusters Score -648774.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -649063.375000 Penalty: 4484.088379
	Iteration 16Q: 3 clusters Score -649063.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -649351.312500 Penalty: 4484.088379
	Iteration 17Q: 3 clusters Score -649351.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -649570.562500 Penalty: 4484.088379
	Iteration 18Q: 3 clusters Score -649570.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -649664.062500 Penalty: 4484.088379
	Iteration 19Q: 3 clusters Score -649664.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -649703.062500 Penalty: 4484.088379
	Iteration 20F: 3 clusters Score -649703.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -649729.125000 Penalty: 4484.088379
	Iteration 21Q: 3 clusters Score -649729.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -649738.375000 Penalty: 4484.088379
	Iteration 22Q: 3 clusters Score -649738.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -649742.875000 Penalty: 4484.088379
	Iteration 23Q: 3 clusters Score -649742.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -649746.125000 Penalty: 4484.088379
	Iteration 24Q: 3 clusters Score -649746.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -649746.562500 Penalty: 4484.088379
	Iteration 25Q: 3 clusters Score -649746.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -649747.687500 Penalty: 4484.088379
	Iteration 26Q: 3 clusters Score -649747.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -649748.250000 Penalty: 4484.088379
	Iteration 27Q: 3 clusters Score -649748.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -649749.625000 Penalty: 4484.088379
	Iteration 28Q: 3 clusters Score -649749.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -649750.500000 Penalty: 4484.088379
	Iteration 29Q: 3 clusters Score -649750.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -649754.000000 Penalty: 4484.088379
	Iteration 30Q: 3 clusters Score -649754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -649754.062500 Penalty: 4484.088379
	Iteration 31Q: 3 clusters Score -649754.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -649754.062500 Penalty: 4484.088379
	Iteration 32F: 3 clusters Score -649754.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Entering Unmasked Estep 
Score: -1081839.625000 Penalty: 2348.313477
	Iteration 0F: 2 clusters Score -1081840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1072296.750000 Penalty: 4696.626953
	Iteration 0F: 3 clusters Score -1072297 nChanged 5438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1075095.375000 Penalty: 4696.626953
	Iteration 1F: 3 clusters Score -1075095 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1075415.125000 Penalty: 4696.626953
	Iteration 2F: 3 clusters Score -1075415 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -1075654.875000 Penalty: 4696.626953
	Iteration 3Q: 3 clusters Score -1075655 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1075852.625000 Penalty: 4696.626953
	Iteration 4Q: 3 clusters Score -1075853 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -1076007.750000 Penalty: 4696.626953
	Iteration 5Q: 3 clusters Score -1076008 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1076183.625000 Penalty: 4696.626953
	Iteration 6Q: 3 clusters Score -1076184 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1076381.500000 Penalty: 4696.626953
	Iteration 7Q: 3 clusters Score -1076382 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -1076626.500000 Penalty: 4696.626953
	Iteration 8Q: 3 clusters Score -1076626 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -1076937.750000 Penalty: 4696.626953
	Iteration 9Q: 3 clusters Score -1076938 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -1077358.750000 Penalty: 4696.626953
	Iteration 10Q: 3 clusters Score -1077359 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -1077858.375000 Penalty: 4696.626953
	Iteration 11Q: 3 clusters Score -1077858 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -1078378.625000 Penalty: 4696.626953
	Iteration 12Q: 3 clusters Score -1078379 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -1078795.625000 Penalty: 4696.626953
	Iteration 13Q: 3 clusters Score -1078796 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -1079100.625000 Penalty: 4696.626953
	Iteration 14Q: 3 clusters Score -1079101 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -1079335.125000 Penalty: 4696.626953
	Iteration 15Q: 3 clusters Score -1079335 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -1079478.625000 Penalty: 4696.626953
	Iteration 16Q: 3 clusters Score -1079479 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -1079574.500000 Penalty: 4696.626953
	Iteration 17Q: 3 clusters Score -1079574 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -1079633.625000 Penalty: 4696.626953
	Iteration 18Q: 3 clusters Score -1079634 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -1079673.500000 Penalty: 4696.626953
	Iteration 19Q: 3 clusters Score -1079674 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -1079695.625000 Penalty: 4696.626953
	Iteration 20F: 3 clusters Score -1079696 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -1079712.125000 Penalty: 4696.626953
	Iteration 21Q: 3 clusters Score -1079712 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -1079731.625000 Penalty: 4696.626953
	Iteration 22Q: 3 clusters Score -1079732 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -1079739.375000 Penalty: 4696.626953
	Iteration 23Q: 3 clusters Score -1079739 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -1079748.125000 Penalty: 4696.626953
	Iteration 24Q: 3 clusters Score -1079748 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -1079758.750000 Penalty: 4696.626953
	Iteration 25Q: 3 clusters Score -1079759 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -1079765.000000 Penalty: 4696.626953
	Iteration 26Q: 3 clusters Score -1079765 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -1079770.000000 Penalty: 4696.626953
	Iteration 27Q: 3 clusters Score -1079770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -1079773.375000 Penalty: 4696.626953
	Iteration 28Q: 3 clusters Score -1079773 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -1079781.500000 Penalty: 4696.626953
	Iteration 29Q: 3 clusters Score -1079782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -1079787.875000 Penalty: 4696.626953
	Iteration 30Q: 3 clusters Score -1079788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -1079789.750000 Penalty: 4696.626953
	Iteration 31Q: 3 clusters Score -1079790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -1079791.000000 Penalty: 4696.626953
	Iteration 32Q: 3 clusters Score -1079791 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -1079795.125000 Penalty: 4696.626953
	Iteration 33Q: 3 clusters Score -1079795 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -1079795.125000 Penalty: 4696.626953
	Iteration 34F: 3 clusters Score -1079795 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Entering Unmasked Estep 
Score: -780567.937500 Penalty: 2286.312744
	Iteration 0F: 2 clusters Score -780567.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -772806.812500 Penalty: 4572.625488
	Iteration 0F: 3 clusters Score -772806.8 nChanged 4187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -775007.562500 Penalty: 4572.625488
	Iteration 1F: 3 clusters Score -775007.6 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -775284.187500 Penalty: 4572.625488
	Iteration 2F: 3 clusters Score -775284.2 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -775512.000000 Penalty: 4572.625488
	Iteration 3F: 3 clusters Score -775512 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -775728.000000 Penalty: 4572.625488
	Iteration 4Q: 3 clusters Score -775728 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -775908.375000 Penalty: 4572.625488
	Iteration 5Q: 3 clusters Score -775908.4 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -776085.250000 Penalty: 4572.625488
	Iteration 6Q: 3 clusters Score -776085.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -776256.625000 Penalty: 4572.625488
	Iteration 7Q: 3 clusters Score -776256.6 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -776450.125000 Penalty: 4572.625488
	Iteration 8Q: 3 clusters Score -776450.1 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -776656.437500 Penalty: 4572.625488
	Iteration 9Q: 3 clusters Score -776656.4 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -776903.000000 Penalty: 4572.625488
	Iteration 10Q: 3 clusters Score -776903 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -777191.187500 Penalty: 4572.625488
	Iteration 11Q: 3 clusters Score -777191.2 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -777476.312500 Penalty: 4572.625488
	Iteration 12Q: 3 clusters Score -777476.3 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -777746.562500 Penalty: 4572.625488
	Iteration 13Q: 3 clusters Score -777746.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -777978.562500 Penalty: 4572.625488
	Iteration 14Q: 3 clusters Score -777978.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -778145.812500 Penalty: 4572.625488
	Iteration 15Q: 3 clusters Score -778145.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -778267.687500 Penalty: 4572.625488
	Iteration 16Q: 3 clusters Score -778267.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -778344.500000 Penalty: 4572.625488
	Iteration 17Q: 3 clusters Score -778344.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -778411.750000 Penalty: 4572.625488
	Iteration 18Q: 3 clusters Score -778411.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -778443.875000 Penalty: 4572.625488
	Iteration 19Q: 3 clusters Score -778443.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -778465.937500 Penalty: 4572.625488
	Iteration 20F: 3 clusters Score -778465.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -778483.937500 Penalty: 4572.625488
	Iteration 21Q: 3 clusters Score -778483.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -778497.562500 Penalty: 4572.625488
	Iteration 22Q: 3 clusters Score -778497.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -778509.437500 Penalty: 4572.625488
	Iteration 23Q: 3 clusters Score -778509.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -778521.687500 Penalty: 4572.625488
	Iteration 24Q: 3 clusters Score -778521.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -778526.250000 Penalty: 4572.625488
	Iteration 25Q: 3 clusters Score -778526.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -778527.625000 Penalty: 4572.625488
	Iteration 26Q: 3 clusters Score -778527.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -778530.250000 Penalty: 4572.625488
	Iteration 27Q: 3 clusters Score -778530.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -778532.937500 Penalty: 4572.625488
	Iteration 28Q: 3 clusters Score -778532.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -778533.937500 Penalty: 4572.625488
	Iteration 29Q: 3 clusters Score -778533.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -778534.500000 Penalty: 4572.625488
	Iteration 30Q: 3 clusters Score -778534.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -778536.375000 Penalty: 4572.625488
	Iteration 31Q: 3 clusters Score -778536.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -778536.375000 Penalty: 4572.625488
	Iteration 32F: 3 clusters Score -778536.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (42061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42061 members 
Entering Unmasked Estep 
Score: -3294401.750000 Penalty: 2640.425293
	Iteration 0F: 2 clusters Score -3294402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21092 members 
Mstep: Class 2 contains 20969 members 
Entering Unmasked Estep 
Score: -3266031.000000 Penalty: 5280.850586
	Iteration 0F: 3 clusters Score -3266031 nChanged 19332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21596 members 
Mstep: Class 2 contains 20465 members 
Entering Unmasked Estep 
Score: -3276916.500000 Penalty: 5280.850586
	Iteration 1F: 3 clusters Score -3276916 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21862 members 
Mstep: Class 2 contains 20199 members 
Entering Unmasked Estep 
Score: -3277757.750000 Penalty: 5280.850586
	Iteration 2Q: 3 clusters Score -3277758 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22177 members 
Mstep: Class 2 contains 19884 members 
Entering Unmasked Estep 
Score: -3278736.250000 Penalty: 5280.850586
	Iteration 3Q: 3 clusters Score -3278736 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22569 members 
Mstep: Class 2 contains 19492 members 
Entering Unmasked Estep 
Score: -3280023.750000 Penalty: 5280.850586
	Iteration 4F: 3 clusters Score -3280024 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23074 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -3281844.000000 Penalty: 5280.850586
	Iteration 5F: 3 clusters Score -3281844 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23611 members 
Mstep: Class 2 contains 18450 members 
Entering Unmasked Estep 
Score: -3284206.250000 Penalty: 5280.850586
	Iteration 6F: 3 clusters Score -3284206 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24256 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
Score: -3286977.250000 Penalty: 5280.850586
	Iteration 7F: 3 clusters Score -3286977 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24900 members 
Mstep: Class 2 contains 17161 members 
Entering Unmasked Estep 
Score: -3289454.500000 Penalty: 5280.850586
	Iteration 8F: 3 clusters Score -3289454 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25452 members 
Mstep: Class 2 contains 16609 members 
Entering Unmasked Estep 
Score: -3291059.000000 Penalty: 5280.850586
	Iteration 9F: 3 clusters Score -3291059 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25903 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -3291822.000000 Penalty: 5280.850586
	Iteration 10Q: 3 clusters Score -3291822 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26316 members 
Mstep: Class 2 contains 15745 members 
Entering Unmasked Estep 
Score: -3292205.750000 Penalty: 5280.850586
	Iteration 11Q: 3 clusters Score -3292206 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26734 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -3292434.250000 Penalty: 5280.850586
	Iteration 12Q: 3 clusters Score -3292434 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27116 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -3292593.000000 Penalty: 5280.850586
	Iteration 13Q: 3 clusters Score -3292593 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27473 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -3292690.750000 Penalty: 5280.850586
	Iteration 14Q: 3 clusters Score -3292691 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27822 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -3292776.750000 Penalty: 5280.850586
	Iteration 15Q: 3 clusters Score -3292777 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28149 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -3292855.750000 Penalty: 5280.850586
	Iteration 16Q: 3 clusters Score -3292856 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28451 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -3292907.250000 Penalty: 5280.850586
	Iteration 17Q: 3 clusters Score -3292907 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28718 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -3292950.500000 Penalty: 5280.850586
	Iteration 18Q: 3 clusters Score -3292950 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28936 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -3292979.750000 Penalty: 5280.850586
	Iteration 19Q: 3 clusters Score -3292980 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29121 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -3293006.500000 Penalty: 5280.850586
	Iteration 20F: 3 clusters Score -3293006 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29263 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -3293010.250000 Penalty: 5280.850586
	Iteration 21Q: 3 clusters Score -3293010 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29404 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -3293036.000000 Penalty: 5280.850586
	Iteration 22Q: 3 clusters Score -3293036 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29537 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -3293044.000000 Penalty: 5280.850586
	Iteration 23Q: 3 clusters Score -3293044 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29648 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -3293049.000000 Penalty: 5280.850586
	Iteration 24Q: 3 clusters Score -3293049 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29762 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -3293052.750000 Penalty: 5280.850586
	Iteration 25Q: 3 clusters Score -3293053 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29873 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -3293067.500000 Penalty: 5280.850586
	Iteration 26Q: 3 clusters Score -3293068 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30002 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -3293088.000000 Penalty: 5280.850586
	Iteration 27Q: 3 clusters Score -3293088 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30114 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -3293106.750000 Penalty: 5280.850586
	Iteration 28Q: 3 clusters Score -3293107 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30247 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -3293104.750000 Penalty: 5280.850586
	Iteration 29Q: 3 clusters Score -3293105 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30354 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -3293126.250000 Penalty: 5280.850586
	Iteration 30Q: 3 clusters Score -3293126 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30433 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -3293138.250000 Penalty: 5280.850586
	Iteration 31Q: 3 clusters Score -3293138 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30517 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -3293146.750000 Penalty: 5280.850586
	Iteration 32Q: 3 clusters Score -3293147 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30597 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -3293144.500000 Penalty: 5280.850586
	Iteration 33Q: 3 clusters Score -3293144 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30668 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -3293153.250000 Penalty: 5280.850586
	Iteration 34Q: 3 clusters Score -3293153 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30743 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -3293158.000000 Penalty: 5280.850586
	Iteration 35Q: 3 clusters Score -3293158 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30797 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -3293165.250000 Penalty: 5280.850586
	Iteration 36Q: 3 clusters Score -3293165 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30859 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -3293169.750000 Penalty: 5280.850586
	Iteration 37Q: 3 clusters Score -3293170 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30917 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -3293175.000000 Penalty: 5280.850586
	Iteration 38Q: 3 clusters Score -3293175 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30985 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -3293194.500000 Penalty: 5280.850586
	Iteration 39Q: 3 clusters Score -3293194 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31057 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -3293195.500000 Penalty: 5280.850586
	Iteration 40F: 3 clusters Score -3293196 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31122 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -3293200.750000 Penalty: 5280.850586
	Iteration 41Q: 3 clusters Score -3293201 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31190 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -3293214.750000 Penalty: 5280.850586
	Iteration 42Q: 3 clusters Score -3293215 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31246 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -3293210.500000 Penalty: 5280.850586
	Iteration 43Q: 3 clusters Score -3293210 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31300 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -3293209.000000 Penalty: 5280.850586
	Iteration 44Q: 3 clusters Score -3293209 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31346 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -3293221.750000 Penalty: 5280.850586
	Iteration 45Q: 3 clusters Score -3293222 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31389 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -3293219.250000 Penalty: 5280.850586
	Iteration 46Q: 3 clusters Score -3293219 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31426 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -3293219.000000 Penalty: 5280.850586
	Iteration 47Q: 3 clusters Score -3293219 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31471 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -3293210.250000 Penalty: 5280.850586
	Iteration 48Q: 3 clusters Score -3293210 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31522 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -3293199.750000 Penalty: 5280.850586
	Iteration 49Q: 3 clusters Score -3293200 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31575 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -3293208.250000 Penalty: 5280.850586
	Iteration 50Q: 3 clusters Score -3293208 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31606 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -3293217.500000 Penalty: 5280.850586
	Iteration 51Q: 3 clusters Score -3293218 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31625 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -3293222.000000 Penalty: 5280.850586
	Iteration 52Q: 3 clusters Score -3293222 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31646 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -3293228.750000 Penalty: 5280.850586
	Iteration 53Q: 3 clusters Score -3293229 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31668 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -3293233.750000 Penalty: 5280.850586
	Iteration 54Q: 3 clusters Score -3293234 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31692 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -3293226.500000 Penalty: 5280.850586
	Iteration 55Q: 3 clusters Score -3293226 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31724 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -3293234.000000 Penalty: 5280.850586
	Iteration 56Q: 3 clusters Score -3293234 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31767 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -3293237.250000 Penalty: 5280.850586
	Iteration 57Q: 3 clusters Score -3293237 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31809 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -3293238.500000 Penalty: 5280.850586
	Iteration 58Q: 3 clusters Score -3293238 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31838 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -3293239.250000 Penalty: 5280.850586
	Iteration 59Q: 3 clusters Score -3293239 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31865 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -3293243.250000 Penalty: 5280.850586
	Iteration 60F: 3 clusters Score -3293243 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31892 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -3293241.500000 Penalty: 5280.850586
	Iteration 61Q: 3 clusters Score -3293242 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31909 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -3293238.500000 Penalty: 5280.850586
	Iteration 62Q: 3 clusters Score -3293238 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31934 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -3293242.500000 Penalty: 5280.850586
	Iteration 63Q: 3 clusters Score -3293242 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31961 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -3293251.500000 Penalty: 5280.850586
	Iteration 64Q: 3 clusters Score -3293252 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31984 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -3293259.750000 Penalty: 5280.850586
	Iteration 65Q: 3 clusters Score -3293260 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32004 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -3293256.500000 Penalty: 5280.850586
	Iteration 66Q: 3 clusters Score -3293256 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32024 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -3293262.750000 Penalty: 5280.850586
	Iteration 67Q: 3 clusters Score -3293263 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32046 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -3293260.000000 Penalty: 5280.850586
	Iteration 68Q: 3 clusters Score -3293260 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32062 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -3293256.750000 Penalty: 5280.850586
	Iteration 69Q: 3 clusters Score -3293257 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32077 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -3293260.250000 Penalty: 5280.850586
	Iteration 70Q: 3 clusters Score -3293260 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32089 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -3293252.750000 Penalty: 5280.850586
	Iteration 71Q: 3 clusters Score -3293253 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32103 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -3293257.750000 Penalty: 5280.850586
	Iteration 72Q: 3 clusters Score -3293258 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32114 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -3293258.750000 Penalty: 5280.850586
	Iteration 73Q: 3 clusters Score -3293259 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32123 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -3293258.500000 Penalty: 5280.850586
	Iteration 74Q: 3 clusters Score -3293258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32130 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -3293262.500000 Penalty: 5280.850586
	Iteration 75Q: 3 clusters Score -3293262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32132 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -3293261.750000 Penalty: 5280.850586
	Iteration 76Q: 3 clusters Score -3293262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32133 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -3293257.500000 Penalty: 5280.850586
	Iteration 77Q: 3 clusters Score -3293258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32134 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -3293258.500000 Penalty: 5280.850586
	Iteration 78Q: 3 clusters Score -3293258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32135 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -3293260.250000 Penalty: 5280.850586
	Iteration 79Q: 3 clusters Score -3293260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32135 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -3293260.250000 Penalty: 5280.850586
	Iteration 80F: 3 clusters Score -3293260 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (77407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77407 members 
Entering Unmasked Estep 
Score: -6288115.000000 Penalty: 2791.694336
	Iteration 0F: 2 clusters Score -6288115 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38768 members 
Mstep: Class 2 contains 38639 members 
Entering Unmasked Estep 
Score: -6236413.500000 Penalty: 5583.388672
	Iteration 0F: 3 clusters Score -6236414 nChanged 36118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40138 members 
Mstep: Class 2 contains 37269 members 
Entering Unmasked Estep 
Score: -6257838.500000 Penalty: 5583.388672
	Iteration 1F: 3 clusters Score -6257838 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41204 members 
Mstep: Class 2 contains 36203 members 
Entering Unmasked Estep 
Score: -6259165.000000 Penalty: 5583.388672
	Iteration 2Q: 3 clusters Score -6259165 nChanged 4149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42869 members 
Mstep: Class 2 contains 34538 members 
Entering Unmasked Estep 
Score: -6261164.500000 Penalty: 5583.388672
	Iteration 3F: 3 clusters Score -6261164 nChanged 4690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45175 members 
Mstep: Class 2 contains 32232 members 
Entering Unmasked Estep 
Score: -6263910.000000 Penalty: 5583.388672
	Iteration 4F: 3 clusters Score -6263910 nChanged 5271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48100 members 
Mstep: Class 2 contains 29307 members 
Entering Unmasked Estep 
Score: -6267561.500000 Penalty: 5583.388672
	Iteration 5F: 3 clusters Score -6267562 nChanged 5313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51165 members 
Mstep: Class 2 contains 26242 members 
Entering Unmasked Estep 
Score: -6271518.500000 Penalty: 5583.388672
	Iteration 6F: 3 clusters Score -6271518 nChanged 4749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53836 members 
Mstep: Class 2 contains 23571 members 
Entering Unmasked Estep 
Score: -6275151.500000 Penalty: 5583.388672
	Iteration 7F: 3 clusters Score -6275152 nChanged 3775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55865 members 
Mstep: Class 2 contains 21542 members 
Entering Unmasked Estep 
Score: -6278002.000000 Penalty: 5583.388672
	Iteration 8Q: 3 clusters Score -6278002 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57259 members 
Mstep: Class 2 contains 20148 members 
Entering Unmasked Estep 
Score: -6279651.000000 Penalty: 5583.388672
	Iteration 9Q: 3 clusters Score -6279651 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58364 members 
Mstep: Class 2 contains 19043 members 
Entering Unmasked Estep 
Score: -6280492.000000 Penalty: 5583.388672
	Iteration 10Q: 3 clusters Score -6280492 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59385 members 
Mstep: Class 2 contains 18022 members 
Entering Unmasked Estep 
Score: -6280970.500000 Penalty: 5583.388672
	Iteration 11Q: 3 clusters Score -6280970 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60290 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
Score: -6281280.500000 Penalty: 5583.388672
	Iteration 12Q: 3 clusters Score -6281280 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61149 members 
Mstep: Class 2 contains 16258 members 
Entering Unmasked Estep 
Score: -6281556.500000 Penalty: 5583.388672
	Iteration 13Q: 3 clusters Score -6281556 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61991 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -6281843.500000 Penalty: 5583.388672
	Iteration 14Q: 3 clusters Score -6281844 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62799 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -6282072.500000 Penalty: 5583.388672
	Iteration 15Q: 3 clusters Score -6282072 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63575 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -6282342.000000 Penalty: 5583.388672
	Iteration 16Q: 3 clusters Score -6282342 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64405 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -6282597.500000 Penalty: 5583.388672
	Iteration 17Q: 3 clusters Score -6282598 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65188 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -6282794.000000 Penalty: 5583.388672
	Iteration 18Q: 3 clusters Score -6282794 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65972 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -6283037.500000 Penalty: 5583.388672
	Iteration 19Q: 3 clusters Score -6283038 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66734 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -6283292.000000 Penalty: 5583.388672
	Iteration 20F: 3 clusters Score -6283292 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67444 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -6283438.000000 Penalty: 5583.388672
	Iteration 21Q: 3 clusters Score -6283438 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68130 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -6283693.000000 Penalty: 5583.388672
	Iteration 22Q: 3 clusters Score -6283693 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68807 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -6283887.500000 Penalty: 5583.388672
	Iteration 23Q: 3 clusters Score -6283888 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69438 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -6284082.000000 Penalty: 5583.388672
	Iteration 24Q: 3 clusters Score -6284082 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70018 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -6284268.000000 Penalty: 5583.388672
	Iteration 25Q: 3 clusters Score -6284268 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70559 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -6284429.000000 Penalty: 5583.388672
	Iteration 26Q: 3 clusters Score -6284429 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71084 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -6284564.500000 Penalty: 5583.388672
	Iteration 27Q: 3 clusters Score -6284564 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71546 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -6284723.500000 Penalty: 5583.388672
	Iteration 28Q: 3 clusters Score -6284724 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71982 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -6284843.500000 Penalty: 5583.388672
	Iteration 29Q: 3 clusters Score -6284844 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72361 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -6284978.500000 Penalty: 5583.388672
	Iteration 30Q: 3 clusters Score -6284978 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72703 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -6285101.500000 Penalty: 5583.388672
	Iteration 31Q: 3 clusters Score -6285102 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73021 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -6285194.000000 Penalty: 5583.388672
	Iteration 32Q: 3 clusters Score -6285194 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73294 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -6285251.500000 Penalty: 5583.388672
	Iteration 33Q: 3 clusters Score -6285252 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73553 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -6285315.500000 Penalty: 5583.388672
	Iteration 34Q: 3 clusters Score -6285316 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73784 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -6285387.500000 Penalty: 5583.388672
	Iteration 35Q: 3 clusters Score -6285388 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74002 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -6285480.000000 Penalty: 5583.388672
	Iteration 36Q: 3 clusters Score -6285480 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74206 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -6285535.500000 Penalty: 5583.388672
	Iteration 37Q: 3 clusters Score -6285536 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74384 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -6285588.000000 Penalty: 5583.388672
	Iteration 38Q: 3 clusters Score -6285588 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74558 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -6285641.000000 Penalty: 5583.388672
	Iteration 39Q: 3 clusters Score -6285641 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74712 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -6285681.500000 Penalty: 5583.388672
	Iteration 40F: 3 clusters Score -6285682 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74848 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -6285730.500000 Penalty: 5583.388672
	Iteration 41Q: 3 clusters Score -6285730 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74975 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -6285757.000000 Penalty: 5583.388672
	Iteration 42Q: 3 clusters Score -6285757 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75065 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -6285771.500000 Penalty: 5583.388672
	Iteration 43Q: 3 clusters Score -6285772 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75149 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -6285790.000000 Penalty: 5583.388672
	Iteration 44Q: 3 clusters Score -6285790 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75229 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -6285808.500000 Penalty: 5583.388672
	Iteration 45Q: 3 clusters Score -6285808 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75289 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -6285835.500000 Penalty: 5583.388672
	Iteration 46Q: 3 clusters Score -6285836 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75346 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -6285848.500000 Penalty: 5583.388672
	Iteration 47Q: 3 clusters Score -6285848 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75395 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -6285858.500000 Penalty: 5583.388672
	Iteration 48Q: 3 clusters Score -6285858 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75433 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -6285869.000000 Penalty: 5583.388672
	Iteration 49Q: 3 clusters Score -6285869 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75469 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -6285894.500000 Penalty: 5583.388672
	Iteration 50Q: 3 clusters Score -6285894 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75513 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -6285911.500000 Penalty: 5583.388672
	Iteration 51Q: 3 clusters Score -6285912 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75542 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -6285929.000000 Penalty: 5583.388672
	Iteration 52Q: 3 clusters Score -6285929 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75568 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -6285941.000000 Penalty: 5583.388672
	Iteration 53Q: 3 clusters Score -6285941 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75585 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -6285950.000000 Penalty: 5583.388672
	Iteration 54Q: 3 clusters Score -6285950 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75599 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -6285950.000000 Penalty: 5583.388672
	Iteration 55Q: 3 clusters Score -6285950 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75613 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -6285945.000000 Penalty: 5583.388672
	Iteration 56Q: 3 clusters Score -6285945 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75624 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -6285950.000000 Penalty: 5583.388672
	Iteration 57Q: 3 clusters Score -6285950 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75630 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -6285949.000000 Penalty: 5583.388672
	Iteration 58Q: 3 clusters Score -6285949 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75637 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -6285963.500000 Penalty: 5583.388672
	Iteration 59Q: 3 clusters Score -6285964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75645 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -6285956.000000 Penalty: 5583.388672
	Iteration 60F: 3 clusters Score -6285956 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75655 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -6285961.500000 Penalty: 5583.388672
	Iteration 61Q: 3 clusters Score -6285962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75663 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -6285960.500000 Penalty: 5583.388672
	Iteration 62Q: 3 clusters Score -6285960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75668 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -6285956.500000 Penalty: 5583.388672
	Iteration 63Q: 3 clusters Score -6285956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75671 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -6285960.500000 Penalty: 5583.388672
	Iteration 64Q: 3 clusters Score -6285960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75672 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -6285960.500000 Penalty: 5583.388672
	Iteration 65Q: 3 clusters Score -6285960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75673 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -6285960.000000 Penalty: 5583.388672
	Iteration 66Q: 3 clusters Score -6285960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75674 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -6285964.500000 Penalty: 5583.388672
	Iteration 67Q: 3 clusters Score -6285964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75674 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -6285964.500000 Penalty: 5583.388672
	Iteration 68F: 3 clusters Score -6285964 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Entering Unmasked Estep 
Score: -910290.875000 Penalty: 2311.582520
	Iteration 0F: 2 clusters Score -910290.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -901884.687500 Penalty: 4623.165039
	Iteration 0F: 3 clusters Score -901884.7 nChanged 4664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -904281.625000 Penalty: 4623.165039
	Iteration 1F: 3 clusters Score -904281.6 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -904596.687500 Penalty: 4623.165039
	Iteration 2F: 3 clusters Score -904596.7 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -904821.500000 Penalty: 4623.165039
	Iteration 3Q: 3 clusters Score -904821.5 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -905023.812500 Penalty: 4623.165039
	Iteration 4Q: 3 clusters Score -905023.8 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -905207.437500 Penalty: 4623.165039
	Iteration 5Q: 3 clusters Score -905207.4 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -905389.125000 Penalty: 4623.165039
	Iteration 6Q: 3 clusters Score -905389.1 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -905591.062500 Penalty: 4623.165039
	Iteration 7Q: 3 clusters Score -905591.1 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -905829.812500 Penalty: 4623.165039
	Iteration 8Q: 3 clusters Score -905829.8 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -906099.562500 Penalty: 4623.165039
	Iteration 9Q: 3 clusters Score -906099.6 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -906369.812500 Penalty: 4623.165039
	Iteration 10Q: 3 clusters Score -906369.8 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -906634.187500 Penalty: 4623.165039
	Iteration 11Q: 3 clusters Score -906634.2 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -906901.625000 Penalty: 4623.165039
	Iteration 12Q: 3 clusters Score -906901.6 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -907118.750000 Penalty: 4623.165039
	Iteration 13Q: 3 clusters Score -907118.8 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -907308.375000 Penalty: 4623.165039
	Iteration 14Q: 3 clusters Score -907308.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -907467.250000 Penalty: 4623.165039
	Iteration 15Q: 3 clusters Score -907467.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -907603.875000 Penalty: 4623.165039
	Iteration 16Q: 3 clusters Score -907603.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -907721.000000 Penalty: 4623.165039
	Iteration 17Q: 3 clusters Score -907721 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -907811.375000 Penalty: 4623.165039
	Iteration 18Q: 3 clusters Score -907811.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -907872.562500 Penalty: 4623.165039
	Iteration 19Q: 3 clusters Score -907872.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -907914.500000 Penalty: 4623.165039
	Iteration 20F: 3 clusters Score -907914.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -907941.687500 Penalty: 4623.165039
	Iteration 21Q: 3 clusters Score -907941.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -907963.125000 Penalty: 4623.165039
	Iteration 22Q: 3 clusters Score -907963.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -907981.812500 Penalty: 4623.165039
	Iteration 23Q: 3 clusters Score -907981.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -907997.937500 Penalty: 4623.165039
	Iteration 24Q: 3 clusters Score -907997.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -908014.062500 Penalty: 4623.165039
	Iteration 25Q: 3 clusters Score -908014.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -908025.875000 Penalty: 4623.165039
	Iteration 26Q: 3 clusters Score -908025.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -908036.875000 Penalty: 4623.165039
	Iteration 27Q: 3 clusters Score -908036.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -908043.562500 Penalty: 4623.165039
	Iteration 28Q: 3 clusters Score -908043.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -908049.562500 Penalty: 4623.165039
	Iteration 29Q: 3 clusters Score -908049.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -908053.687500 Penalty: 4623.165039
	Iteration 30Q: 3 clusters Score -908053.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -908054.187500 Penalty: 4623.165039
	Iteration 31Q: 3 clusters Score -908054.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -908058.250000 Penalty: 4623.165039
	Iteration 32Q: 3 clusters Score -908058.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -908059.750000 Penalty: 4623.165039
	Iteration 33Q: 3 clusters Score -908059.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -908061.125000 Penalty: 4623.165039
	Iteration 34Q: 3 clusters Score -908061.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -908063.062500 Penalty: 4623.165039
	Iteration 35Q: 3 clusters Score -908063.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -908067.125000 Penalty: 4623.165039
	Iteration 36Q: 3 clusters Score -908067.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -908064.625000 Penalty: 4623.165039
	Iteration 37Q: 3 clusters Score -908064.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -908065.500000 Penalty: 4623.165039
	Iteration 38Q: 3 clusters Score -908065.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -908065.625000 Penalty: 4623.165039
	Iteration 39Q: 3 clusters Score -908065.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -908065.125000 Penalty: 4623.165039
	Iteration 40F: 3 clusters Score -908065.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -908066.125000 Penalty: 4623.165039
	Iteration 41Q: 3 clusters Score -908066.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -908065.937500 Penalty: 4623.165039
	Iteration 42Q: 3 clusters Score -908065.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -908064.812500 Penalty: 4623.165039
	Iteration 43Q: 3 clusters Score -908064.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -908065.125000 Penalty: 4623.165039
	Iteration 44Q: 3 clusters Score -908065.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -908067.062500 Penalty: 4623.165039
	Iteration 45Q: 3 clusters Score -908067.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -908066.062500 Penalty: 4623.165039
	Iteration 46Q: 3 clusters Score -908066.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -908066.062500 Penalty: 4623.165039
	Iteration 47F: 3 clusters Score -908066.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Entering Unmasked Estep 
Score: -148009.968750 Penalty: 1918.170654
	Iteration 0F: 2 clusters Score -148010 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -145238.171875 Penalty: 3836.341309
	Iteration 0F: 3 clusters Score -145238.2 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -145831.671875 Penalty: 3836.341309
	Iteration 1F: 3 clusters Score -145831.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -146017.187500 Penalty: 3836.341309
	Iteration 2F: 3 clusters Score -146017.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -146133.109375 Penalty: 3836.341309
	Iteration 3F: 3 clusters Score -146133.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -146227.375000 Penalty: 3836.341309
	Iteration 4Q: 3 clusters Score -146227.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -146289.187500 Penalty: 3836.341309
	Iteration 5Q: 3 clusters Score -146289.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -146348.578125 Penalty: 3836.341309
	Iteration 6Q: 3 clusters Score -146348.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -146395.421875 Penalty: 3836.341309
	Iteration 7Q: 3 clusters Score -146395.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -146453.515625 Penalty: 3836.341309
	Iteration 8Q: 3 clusters Score -146453.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -146512.859375 Penalty: 3836.341309
	Iteration 9Q: 3 clusters Score -146512.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -146572.234375 Penalty: 3836.341309
	Iteration 10Q: 3 clusters Score -146572.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -146632.968750 Penalty: 3836.341309
	Iteration 11Q: 3 clusters Score -146633 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -146697.312500 Penalty: 3836.341309
	Iteration 12Q: 3 clusters Score -146697.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -146730.453125 Penalty: 3836.341309
	Iteration 13Q: 3 clusters Score -146730.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -146747.828125 Penalty: 3836.341309
	Iteration 14Q: 3 clusters Score -146747.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -146762.671875 Penalty: 3836.341309
	Iteration 15Q: 3 clusters Score -146762.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -146773.265625 Penalty: 3836.341309
	Iteration 16Q: 3 clusters Score -146773.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -146782.953125 Penalty: 3836.341309
	Iteration 17Q: 3 clusters Score -146783 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -146794.062500 Penalty: 3836.341309
	Iteration 18Q: 3 clusters Score -146794.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -146801.265625 Penalty: 3836.341309
	Iteration 19Q: 3 clusters Score -146801.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -146808.187500 Penalty: 3836.341309
	Iteration 20F: 3 clusters Score -146808.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -146813.000000 Penalty: 3836.341309
	Iteration 21Q: 3 clusters Score -146813 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -146815.156250 Penalty: 3836.341309
	Iteration 22Q: 3 clusters Score -146815.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -146815.453125 Penalty: 3836.341309
	Iteration 23Q: 3 clusters Score -146815.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -146815.453125 Penalty: 3836.341309
	Iteration 24F: 3 clusters Score -146815.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (68268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68268 members 
Entering Unmasked Estep 
Score: -5362701.500000 Penalty: 2760.536621
	Iteration 0F: 2 clusters Score -5362702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34020 members 
Mstep: Class 2 contains 34248 members 
Entering Unmasked Estep 
Score: -5316964.500000 Penalty: 5521.073242
	Iteration 0F: 3 clusters Score -5316964 nChanged 31801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33309 members 
Mstep: Class 2 contains 34959 members 
Entering Unmasked Estep 
Score: -5334539.000000 Penalty: 5521.073242
	Iteration 1F: 3 clusters Score -5334539 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32709 members 
Mstep: Class 2 contains 35559 members 
Entering Unmasked Estep 
Score: -5335202.000000 Penalty: 5521.073242
	Iteration 2Q: 3 clusters Score -5335202 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31851 members 
Mstep: Class 2 contains 36417 members 
Entering Unmasked Estep 
Score: -5335823.000000 Penalty: 5521.073242
	Iteration 3Q: 3 clusters Score -5335823 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30578 members 
Mstep: Class 2 contains 37690 members 
Entering Unmasked Estep 
Score: -5336559.500000 Penalty: 5521.073242
	Iteration 4Q: 3 clusters Score -5336560 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28761 members 
Mstep: Class 2 contains 39507 members 
Entering Unmasked Estep 
Score: -5337588.500000 Penalty: 5521.073242
	Iteration 5Q: 3 clusters Score -5337588 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26133 members 
Mstep: Class 2 contains 42135 members 
Entering Unmasked Estep 
Score: -5339176.500000 Penalty: 5521.073242
	Iteration 6Q: 3 clusters Score -5339176 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22647 members 
Mstep: Class 2 contains 45621 members 
Entering Unmasked Estep 
Score: -5341427.000000 Penalty: 5521.073242
	Iteration 7F: 3 clusters Score -5341427 nChanged 4363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18356 members 
Mstep: Class 2 contains 49912 members 
Entering Unmasked Estep 
Score: -5344546.000000 Penalty: 5521.073242
	Iteration 8F: 3 clusters Score -5344546 nChanged 4868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 54760 members 
Entering Unmasked Estep 
Score: -5348456.000000 Penalty: 5521.073242
	Iteration 9F: 3 clusters Score -5348456 nChanged 4794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 59552 members 
Entering Unmasked Estep 
Score: -5352658.000000 Penalty: 5521.073242
	Iteration 10F: 3 clusters Score -5352658 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 63404 members 
Entering Unmasked Estep 
Score: -5356094.500000 Penalty: 5521.073242
	Iteration 11F: 3 clusters Score -5356094 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 65771 members 
Entering Unmasked Estep 
Score: -5358173.000000 Penalty: 5521.073242
	Iteration 12Q: 3 clusters Score -5358173 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 66998 members 
Entering Unmasked Estep 
Score: -5359250.500000 Penalty: 5521.073242
	Iteration 13Q: 3 clusters Score -5359250 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 67520 members 
Entering Unmasked Estep 
Score: -5359771.000000 Penalty: 5521.073242
	Iteration 14Q: 3 clusters Score -5359771 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 67718 members 
Entering Unmasked Estep 
Score: -5359980.500000 Penalty: 5521.073242
	Iteration 15Q: 3 clusters Score -5359980 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 67806 members 
Entering Unmasked Estep 
Score: -5360124.500000 Penalty: 5521.073242
	Iteration 16Q: 3 clusters Score -5360124 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 67851 members 
Entering Unmasked Estep 
Score: -5360191.500000 Penalty: 5521.073242
	Iteration 17Q: 3 clusters Score -5360192 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 67874 members 
Entering Unmasked Estep 
Score: -5360237.000000 Penalty: 5521.073242
	Iteration 18Q: 3 clusters Score -5360237 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 67902 members 
Entering Unmasked Estep 
Score: -5360268.500000 Penalty: 5521.073242
	Iteration 19Q: 3 clusters Score -5360268 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 67914 members 
Entering Unmasked Estep 
Score: -5360287.000000 Penalty: 5521.073242
	Iteration 20F: 3 clusters Score -5360287 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 67923 members 
Entering Unmasked Estep 
Score: -5360300.000000 Penalty: 5521.073242
	Iteration 21Q: 3 clusters Score -5360300 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 67928 members 
Entering Unmasked Estep 
Score: -5360315.500000 Penalty: 5521.073242
	Iteration 22Q: 3 clusters Score -5360316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 67932 members 
Entering Unmasked Estep 
Score: -5360322.500000 Penalty: 5521.073242
	Iteration 23Q: 3 clusters Score -5360322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 67934 members 
Entering Unmasked Estep 
Score: -5360323.000000 Penalty: 5521.073242
	Iteration 24Q: 3 clusters Score -5360323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 67935 members 
Entering Unmasked Estep 
Score: -5360333.500000 Penalty: 5521.073242
	Iteration 25Q: 3 clusters Score -5360334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 67936 members 
Entering Unmasked Estep 
Score: -5360333.000000 Penalty: 5521.073242
	Iteration 26Q: 3 clusters Score -5360333 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 67936 members 
Entering Unmasked Estep 
Score: -5360333.000000 Penalty: 5521.073242
	Iteration 27F: 3 clusters Score -5360333 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (17207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17207 members 
Entering Unmasked Estep 
Score: -1365180.250000 Penalty: 2418.761719
	Iteration 0F: 2 clusters Score -1365180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -1352904.625000 Penalty: 4837.523438
	Iteration 0F: 3 clusters Score -1352905 nChanged 7462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -1356886.125000 Penalty: 4837.523438
	Iteration 1F: 3 clusters Score -1356886 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -1357344.000000 Penalty: 4837.523438
	Iteration 2F: 3 clusters Score -1357344 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -1357793.125000 Penalty: 4837.523438
	Iteration 3F: 3 clusters Score -1357793 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -1358265.375000 Penalty: 4837.523438
	Iteration 4Q: 3 clusters Score -1358265 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -1358819.625000 Penalty: 4837.523438
	Iteration 5F: 3 clusters Score -1358820 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -1359560.375000 Penalty: 4837.523438
	Iteration 6F: 3 clusters Score -1359560 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -1360645.875000 Penalty: 4837.523438
	Iteration 7F: 3 clusters Score -1360646 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -1361929.500000 Penalty: 4837.523438
	Iteration 8F: 3 clusters Score -1361930 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -1363068.625000 Penalty: 4837.523438
	Iteration 9F: 3 clusters Score -1363069 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -1363816.625000 Penalty: 4837.523438
	Iteration 10Q: 3 clusters Score -1363817 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -1364216.625000 Penalty: 4837.523438
	Iteration 11Q: 3 clusters Score -1364217 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -1364447.250000 Penalty: 4837.523438
	Iteration 12Q: 3 clusters Score -1364447 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -1364559.000000 Penalty: 4837.523438
	Iteration 13Q: 3 clusters Score -1364559 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -1364621.625000 Penalty: 4837.523438
	Iteration 14Q: 3 clusters Score -1364622 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -1364655.875000 Penalty: 4837.523438
	Iteration 15Q: 3 clusters Score -1364656 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -1364669.625000 Penalty: 4837.523438
	Iteration 16Q: 3 clusters Score -1364670 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -1364682.000000 Penalty: 4837.523438
	Iteration 17Q: 3 clusters Score -1364682 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -1364685.625000 Penalty: 4837.523438
	Iteration 18Q: 3 clusters Score -1364686 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -1364690.250000 Penalty: 4837.523438
	Iteration 19Q: 3 clusters Score -1364690 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -1364694.750000 Penalty: 4837.523438
	Iteration 20F: 3 clusters Score -1364695 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -1364694.375000 Penalty: 4837.523438
	Iteration 21Q: 3 clusters Score -1364694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -1364694.625000 Penalty: 4837.523438
	Iteration 22Q: 3 clusters Score -1364695 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -1364695.000000 Penalty: 4837.523438
	Iteration 23Q: 3 clusters Score -1364695 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -1364698.375000 Penalty: 4837.523438
	Iteration 24Q: 3 clusters Score -1364698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -1364699.250000 Penalty: 4837.523438
	Iteration 25Q: 3 clusters Score -1364699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -1364696.625000 Penalty: 4837.523438
	Iteration 26Q: 3 clusters Score -1364697 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -1364696.875000 Penalty: 4837.523438
	Iteration 27Q: 3 clusters Score -1364697 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -1364698.375000 Penalty: 4837.523438
	Iteration 28Q: 3 clusters Score -1364698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -1364698.375000 Penalty: 4837.523438
	Iteration 29F: 3 clusters Score -1364698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (151936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151936 members 
Entering Unmasked Estep 
Score: -12182130.000000 Penalty: 2958.941162
	Iteration 0F: 2 clusters Score -1.218213e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75999 members 
Mstep: Class 2 contains 75937 members 
Entering Unmasked Estep 
Score: -12080267.000000 Penalty: 5917.882324
	Iteration 0F: 3 clusters Score -1.208027e+07 nChanged 72736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77767 members 
Mstep: Class 2 contains 74169 members 
Entering Unmasked Estep 
Score: -12122441.000000 Penalty: 5917.882324
	Iteration 1F: 3 clusters Score -1.212244e+07 nChanged 4604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78923 members 
Mstep: Class 2 contains 73013 members 
Entering Unmasked Estep 
Score: -12123575.000000 Penalty: 5917.882324
	Iteration 2Q: 3 clusters Score -1.212358e+07 nChanged 5100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80713 members 
Mstep: Class 2 contains 71223 members 
Entering Unmasked Estep 
Score: -12125078.000000 Penalty: 5917.882324
	Iteration 3Q: 3 clusters Score -1.212508e+07 nChanged 6190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83597 members 
Mstep: Class 2 contains 68339 members 
Entering Unmasked Estep 
Score: -12127410.000000 Penalty: 5917.882324
	Iteration 4Q: 3 clusters Score -1.212741e+07 nChanged 7477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88032 members 
Mstep: Class 2 contains 63904 members 
Entering Unmasked Estep 
Score: -12130674.000000 Penalty: 5917.882324
	Iteration 5Q: 3 clusters Score -1.213067e+07 nChanged 9039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94311 members 
Mstep: Class 2 contains 57625 members 
Entering Unmasked Estep 
Score: -12135820.000000 Penalty: 5917.882324
	Iteration 6F: 3 clusters Score -1.213582e+07 nChanged 10438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102371 members 
Mstep: Class 2 contains 49565 members 
Entering Unmasked Estep 
Score: -12142721.000000 Penalty: 5917.882324
	Iteration 7F: 3 clusters Score -1.214272e+07 nChanged 10592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111235 members 
Mstep: Class 2 contains 40701 members 
Entering Unmasked Estep 
Score: -12150684.000000 Penalty: 5917.882324
	Iteration 8F: 3 clusters Score -1.215068e+07 nChanged 9356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119529 members 
Mstep: Class 2 contains 32407 members 
Entering Unmasked Estep 
Score: -12157720.000000 Penalty: 5917.882324
	Iteration 9F: 3 clusters Score -1.215772e+07 nChanged 7611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126710 members 
Mstep: Class 2 contains 25226 members 
Entering Unmasked Estep 
Score: -12164033.000000 Penalty: 5917.882324
	Iteration 10F: 3 clusters Score -1.216403e+07 nChanged 5842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132408 members 
Mstep: Class 2 contains 19528 members 
Entering Unmasked Estep 
Score: -12168738.000000 Penalty: 5917.882324
	Iteration 11Q: 3 clusters Score -1.216874e+07 nChanged 4276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136644 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -12172243.000000 Penalty: 5917.882324
	Iteration 12Q: 3 clusters Score -1.217224e+07 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139752 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -12174584.000000 Penalty: 5917.882324
	Iteration 13Q: 3 clusters Score -1.217458e+07 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142109 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -12176297.000000 Penalty: 5917.882324
	Iteration 14Q: 3 clusters Score -1.21763e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143878 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -12177397.000000 Penalty: 5917.882324
	Iteration 15Q: 3 clusters Score -1.21774e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145259 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -12178261.000000 Penalty: 5917.882324
	Iteration 16Q: 3 clusters Score -1.217826e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146353 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -12178892.000000 Penalty: 5917.882324
	Iteration 17Q: 3 clusters Score -1.217889e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147175 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -12179379.000000 Penalty: 5917.882324
	Iteration 18Q: 3 clusters Score -1.217938e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147799 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -12179717.000000 Penalty: 5917.882324
	Iteration 19Q: 3 clusters Score -1.217972e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148254 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -12179921.000000 Penalty: 5917.882324
	Iteration 20F: 3 clusters Score -1.217992e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148592 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -12180088.000000 Penalty: 5917.882324
	Iteration 21Q: 3 clusters Score -1.218009e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148845 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -12180149.000000 Penalty: 5917.882324
	Iteration 22Q: 3 clusters Score -1.218015e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149051 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -12180178.000000 Penalty: 5917.882324
	Iteration 23Q: 3 clusters Score -1.218018e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149199 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -12180196.000000 Penalty: 5917.882324
	Iteration 24Q: 3 clusters Score -1.21802e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149302 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -12180238.000000 Penalty: 5917.882324
	Iteration 25Q: 3 clusters Score -1.218024e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149386 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -12180248.000000 Penalty: 5917.882324
	Iteration 26Q: 3 clusters Score -1.218025e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149469 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -12180259.000000 Penalty: 5917.882324
	Iteration 27Q: 3 clusters Score -1.218026e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149527 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -12180292.000000 Penalty: 5917.882324
	Iteration 28Q: 3 clusters Score -1.218029e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149572 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -12180315.000000 Penalty: 5917.882324
	Iteration 29Q: 3 clusters Score -1.218032e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149608 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -12180308.000000 Penalty: 5917.882324
	Iteration 30Q: 3 clusters Score -1.218031e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149633 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -12180321.000000 Penalty: 5917.882324
	Iteration 31Q: 3 clusters Score -1.218032e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149661 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -12180321.000000 Penalty: 5917.882324
	Iteration 32Q: 3 clusters Score -1.218032e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149686 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -12180339.000000 Penalty: 5917.882324
	Iteration 33Q: 3 clusters Score -1.218034e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149710 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -12180355.000000 Penalty: 5917.882324
	Iteration 34Q: 3 clusters Score -1.218036e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149734 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -12180367.000000 Penalty: 5917.882324
	Iteration 35Q: 3 clusters Score -1.218037e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149754 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -12180380.000000 Penalty: 5917.882324
	Iteration 36Q: 3 clusters Score -1.218038e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149765 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -12180378.000000 Penalty: 5917.882324
	Iteration 37Q: 3 clusters Score -1.218038e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149785 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -12180391.000000 Penalty: 5917.882324
	Iteration 38Q: 3 clusters Score -1.218039e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149798 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -12180385.000000 Penalty: 5917.882324
	Iteration 39Q: 3 clusters Score -1.218038e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149810 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -12180397.000000 Penalty: 5917.882324
	Iteration 40F: 3 clusters Score -1.21804e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149817 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -12180413.000000 Penalty: 5917.882324
	Iteration 41Q: 3 clusters Score -1.218041e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149825 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -12180411.000000 Penalty: 5917.882324
	Iteration 42Q: 3 clusters Score -1.218041e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149829 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -12180406.000000 Penalty: 5917.882324
	Iteration 43Q: 3 clusters Score -1.218041e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149830 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -12180401.000000 Penalty: 5917.882324
	Iteration 44Q: 3 clusters Score -1.21804e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149830 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -12180401.000000 Penalty: 5917.882324
	Iteration 45F: 3 clusters Score -1.21804e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (27754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27754 members 
Entering Unmasked Estep 
Score: -2264706.250000 Penalty: 2537.321533
	Iteration 0F: 2 clusters Score -2264706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -2245532.000000 Penalty: 5074.643066
	Iteration 0F: 3 clusters Score -2245532 nChanged 12588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -2252488.000000 Penalty: 5074.643066
	Iteration 1F: 3 clusters Score -2252488 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -2253269.500000 Penalty: 5074.643066
	Iteration 2F: 3 clusters Score -2253270 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -2254250.250000 Penalty: 5074.643066
	Iteration 3F: 3 clusters Score -2254250 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17973 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -2255499.250000 Penalty: 5074.643066
	Iteration 4F: 3 clusters Score -2255499 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19625 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -2257080.750000 Penalty: 5074.643066
	Iteration 5F: 3 clusters Score -2257081 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21354 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -2258822.500000 Penalty: 5074.643066
	Iteration 6F: 3 clusters Score -2258822 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22786 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -2260279.000000 Penalty: 5074.643066
	Iteration 7F: 3 clusters Score -2260279 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23786 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -2261300.250000 Penalty: 5074.643066
	Iteration 8Q: 3 clusters Score -2261300 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24407 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -2261916.250000 Penalty: 5074.643066
	Iteration 9Q: 3 clusters Score -2261916 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24804 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -2262285.500000 Penalty: 5074.643066
	Iteration 10Q: 3 clusters Score -2262286 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25061 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -2262472.250000 Penalty: 5074.643066
	Iteration 11Q: 3 clusters Score -2262472 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25259 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -2262596.500000 Penalty: 5074.643066
	Iteration 12Q: 3 clusters Score -2262596 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25421 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -2262688.500000 Penalty: 5074.643066
	Iteration 13Q: 3 clusters Score -2262688 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25536 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -2262744.750000 Penalty: 5074.643066
	Iteration 14Q: 3 clusters Score -2262745 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25641 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -2262787.250000 Penalty: 5074.643066
	Iteration 15Q: 3 clusters Score -2262787 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25738 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -2262828.000000 Penalty: 5074.643066
	Iteration 16Q: 3 clusters Score -2262828 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25805 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -2262846.750000 Penalty: 5074.643066
	Iteration 17Q: 3 clusters Score -2262847 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25858 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -2262859.250000 Penalty: 5074.643066
	Iteration 18Q: 3 clusters Score -2262859 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25895 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -2262880.000000 Penalty: 5074.643066
	Iteration 19Q: 3 clusters Score -2262880 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25930 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -2262896.000000 Penalty: 5074.643066
	Iteration 20F: 3 clusters Score -2262896 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25967 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -2262904.750000 Penalty: 5074.643066
	Iteration 21Q: 3 clusters Score -2262905 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25990 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -2262914.500000 Penalty: 5074.643066
	Iteration 22Q: 3 clusters Score -2262914 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26017 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -2262914.000000 Penalty: 5074.643066
	Iteration 23Q: 3 clusters Score -2262914 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26039 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -2262919.750000 Penalty: 5074.643066
	Iteration 24Q: 3 clusters Score -2262920 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26058 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -2262923.250000 Penalty: 5074.643066
	Iteration 25Q: 3 clusters Score -2262923 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26077 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -2262938.000000 Penalty: 5074.643066
	Iteration 26Q: 3 clusters Score -2262938 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26101 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -2262942.000000 Penalty: 5074.643066
	Iteration 27Q: 3 clusters Score -2262942 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26131 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -2262956.000000 Penalty: 5074.643066
	Iteration 28Q: 3 clusters Score -2262956 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26158 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -2262971.000000 Penalty: 5074.643066
	Iteration 29Q: 3 clusters Score -2262971 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26178 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -2262973.250000 Penalty: 5074.643066
	Iteration 30Q: 3 clusters Score -2262973 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26189 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -2262973.750000 Penalty: 5074.643066
	Iteration 31Q: 3 clusters Score -2262974 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26199 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -2262978.250000 Penalty: 5074.643066
	Iteration 32Q: 3 clusters Score -2262978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26207 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -2262980.250000 Penalty: 5074.643066
	Iteration 33Q: 3 clusters Score -2262980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26214 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -2262976.250000 Penalty: 5074.643066
	Iteration 34Q: 3 clusters Score -2262976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26219 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -2262981.750000 Penalty: 5074.643066
	Iteration 35Q: 3 clusters Score -2262982 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26227 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -2262979.500000 Penalty: 5074.643066
	Iteration 36Q: 3 clusters Score -2262980 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26236 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -2262984.250000 Penalty: 5074.643066
	Iteration 37Q: 3 clusters Score -2262984 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26243 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -2262984.500000 Penalty: 5074.643066
	Iteration 38Q: 3 clusters Score -2262984 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26251 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -2262986.250000 Penalty: 5074.643066
	Iteration 39Q: 3 clusters Score -2262986 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26263 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -2262983.750000 Penalty: 5074.643066
	Iteration 40F: 3 clusters Score -2262984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26271 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -2262989.250000 Penalty: 5074.643066
	Iteration 41Q: 3 clusters Score -2262989 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26277 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -2262994.750000 Penalty: 5074.643066
	Iteration 42Q: 3 clusters Score -2262995 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26284 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -2262999.750000 Penalty: 5074.643066
	Iteration 43Q: 3 clusters Score -2263000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26288 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -2263000.500000 Penalty: 5074.643066
	Iteration 44Q: 3 clusters Score -2263000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26292 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -2263002.000000 Penalty: 5074.643066
	Iteration 45Q: 3 clusters Score -2263002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26297 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -2263002.000000 Penalty: 5074.643066
	Iteration 46Q: 3 clusters Score -2263002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26301 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -2263002.000000 Penalty: 5074.643066
	Iteration 47Q: 3 clusters Score -2263002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26305 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -2263004.750000 Penalty: 5074.643066
	Iteration 48Q: 3 clusters Score -2263005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26309 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -2263005.000000 Penalty: 5074.643066
	Iteration 49Q: 3 clusters Score -2263005 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26309 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -2263005.000000 Penalty: 5074.643066
	Iteration 50F: 3 clusters Score -2263005 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Entering Unmasked Estep 
Score: -530302.437500 Penalty: 2201.832764
	Iteration 0F: 2 clusters Score -530302.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -524333.375000 Penalty: 4403.665527
	Iteration 0F: 3 clusters Score -524333.4 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -526359.125000 Penalty: 4403.665527
	Iteration 1F: 3 clusters Score -526359.1 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -527176.750000 Penalty: 4403.665527
	Iteration 2F: 3 clusters Score -527176.8 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -527873.375000 Penalty: 4403.665527
	Iteration 3F: 3 clusters Score -527873.4 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -528443.750000 Penalty: 4403.665527
	Iteration 4F: 3 clusters Score -528443.8 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -528860.500000 Penalty: 4403.665527
	Iteration 5F: 3 clusters Score -528860.5 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -529147.375000 Penalty: 4403.665527
	Iteration 6Q: 3 clusters Score -529147.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -529329.312500 Penalty: 4403.665527
	Iteration 7Q: 3 clusters Score -529329.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -529438.875000 Penalty: 4403.665527
	Iteration 8Q: 3 clusters Score -529438.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -529509.687500 Penalty: 4403.665527
	Iteration 9Q: 3 clusters Score -529509.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -529562.375000 Penalty: 4403.665527
	Iteration 10Q: 3 clusters Score -529562.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -529588.000000 Penalty: 4403.665527
	Iteration 11Q: 3 clusters Score -529588 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -529610.250000 Penalty: 4403.665527
	Iteration 12Q: 3 clusters Score -529610.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -529625.000000 Penalty: 4403.665527
	Iteration 13Q: 3 clusters Score -529625 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -529637.000000 Penalty: 4403.665527
	Iteration 14Q: 3 clusters Score -529637 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -529648.625000 Penalty: 4403.665527
	Iteration 15Q: 3 clusters Score -529648.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -529655.062500 Penalty: 4403.665527
	Iteration 16Q: 3 clusters Score -529655.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -529661.812500 Penalty: 4403.665527
	Iteration 17Q: 3 clusters Score -529661.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -529671.062500 Penalty: 4403.665527
	Iteration 18Q: 3 clusters Score -529671.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -529676.875000 Penalty: 4403.665527
	Iteration 19Q: 3 clusters Score -529676.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -529679.312500 Penalty: 4403.665527
	Iteration 20F: 3 clusters Score -529679.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -529682.250000 Penalty: 4403.665527
	Iteration 21Q: 3 clusters Score -529682.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -529686.062500 Penalty: 4403.665527
	Iteration 22Q: 3 clusters Score -529686.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -529688.937500 Penalty: 4403.665527
	Iteration 23Q: 3 clusters Score -529688.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -529691.625000 Penalty: 4403.665527
	Iteration 24Q: 3 clusters Score -529691.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -529693.187500 Penalty: 4403.665527
	Iteration 25Q: 3 clusters Score -529693.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -529695.875000 Penalty: 4403.665527
	Iteration 26Q: 3 clusters Score -529695.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -529697.187500 Penalty: 4403.665527
	Iteration 27Q: 3 clusters Score -529697.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -529698.812500 Penalty: 4403.665527
	Iteration 28Q: 3 clusters Score -529698.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -529701.437500 Penalty: 4403.665527
	Iteration 29Q: 3 clusters Score -529701.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -529700.750000 Penalty: 4403.665527
	Iteration 30Q: 3 clusters Score -529700.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -529701.250000 Penalty: 4403.665527
	Iteration 31Q: 3 clusters Score -529701.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -529701.062500 Penalty: 4403.665527
	Iteration 32Q: 3 clusters Score -529701.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -529702.625000 Penalty: 4403.665527
	Iteration 33Q: 3 clusters Score -529702.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -529702.875000 Penalty: 4403.665527
	Iteration 34Q: 3 clusters Score -529702.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -529704.000000 Penalty: 4403.665527
	Iteration 35Q: 3 clusters Score -529704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -529704.187500 Penalty: 4403.665527
	Iteration 36Q: 3 clusters Score -529704.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -529704.187500 Penalty: 4403.665527
	Iteration 37F: 3 clusters Score -529704.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Entering Unmasked Estep 
Score: -753987.625000 Penalty: 2285.006104
	Iteration 0F: 2 clusters Score -753987.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -746234.000000 Penalty: 4570.012207
	Iteration 0F: 3 clusters Score -746234 nChanged 4165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -748631.187500 Penalty: 4570.012207
	Iteration 1F: 3 clusters Score -748631.2 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -749205.500000 Penalty: 4570.012207
	Iteration 2F: 3 clusters Score -749205.5 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -749858.062500 Penalty: 4570.012207
	Iteration 3F: 3 clusters Score -749858.1 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -750673.562500 Penalty: 4570.012207
	Iteration 4F: 3 clusters Score -750673.6 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -751499.312500 Penalty: 4570.012207
	Iteration 5F: 3 clusters Score -751499.3 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -752105.500000 Penalty: 4570.012207
	Iteration 6F: 3 clusters Score -752105.5 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -752557.125000 Penalty: 4570.012207
	Iteration 7F: 3 clusters Score -752557.1 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -752829.812500 Penalty: 4570.012207
	Iteration 8Q: 3 clusters Score -752829.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -753002.562500 Penalty: 4570.012207
	Iteration 9Q: 3 clusters Score -753002.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -753114.937500 Penalty: 4570.012207
	Iteration 10Q: 3 clusters Score -753114.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -753200.437500 Penalty: 4570.012207
	Iteration 11Q: 3 clusters Score -753200.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -753273.750000 Penalty: 4570.012207
	Iteration 12Q: 3 clusters Score -753273.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -753326.500000 Penalty: 4570.012207
	Iteration 13Q: 3 clusters Score -753326.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -753373.500000 Penalty: 4570.012207
	Iteration 14Q: 3 clusters Score -753373.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -753418.812500 Penalty: 4570.012207
	Iteration 15Q: 3 clusters Score -753418.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -753456.375000 Penalty: 4570.012207
	Iteration 16Q: 3 clusters Score -753456.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -753483.375000 Penalty: 4570.012207
	Iteration 17Q: 3 clusters Score -753483.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -753511.437500 Penalty: 4570.012207
	Iteration 18Q: 3 clusters Score -753511.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -753542.062500 Penalty: 4570.012207
	Iteration 19Q: 3 clusters Score -753542.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -753585.562500 Penalty: 4570.012207
	Iteration 20F: 3 clusters Score -753585.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -753633.875000 Penalty: 4570.012207
	Iteration 21Q: 3 clusters Score -753633.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -753673.750000 Penalty: 4570.012207
	Iteration 22Q: 3 clusters Score -753673.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -753691.250000 Penalty: 4570.012207
	Iteration 23Q: 3 clusters Score -753691.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -753704.625000 Penalty: 4570.012207
	Iteration 24Q: 3 clusters Score -753704.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -753717.437500 Penalty: 4570.012207
	Iteration 25Q: 3 clusters Score -753717.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -753726.312500 Penalty: 4570.012207
	Iteration 26Q: 3 clusters Score -753726.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -753731.375000 Penalty: 4570.012207
	Iteration 27Q: 3 clusters Score -753731.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -753734.875000 Penalty: 4570.012207
	Iteration 28Q: 3 clusters Score -753734.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -753736.312500 Penalty: 4570.012207
	Iteration 29Q: 3 clusters Score -753736.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -753737.187500 Penalty: 4570.012207
	Iteration 30Q: 3 clusters Score -753737.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -753736.875000 Penalty: 4570.012207
	Iteration 31Q: 3 clusters Score -753736.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -753738.125000 Penalty: 4570.012207
	Iteration 32Q: 3 clusters Score -753738.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -753739.500000 Penalty: 4570.012207
	Iteration 33Q: 3 clusters Score -753739.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -753739.937500 Penalty: 4570.012207
	Iteration 34Q: 3 clusters Score -753739.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -753739.937500 Penalty: 4570.012207
	Iteration 35F: 3 clusters Score -753739.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Entering Unmasked Estep 
Score: -203791.718750 Penalty: 1947.404907
	Iteration 0F: 2 clusters Score -203791.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -200809.500000 Penalty: 3894.809814
	Iteration 0F: 3 clusters Score -200809.5 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -201382.390625 Penalty: 3894.809814
	Iteration 1F: 3 clusters Score -201382.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -201520.546875 Penalty: 3894.809814
	Iteration 2F: 3 clusters Score -201520.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -201595.625000 Penalty: 3894.809814
	Iteration 3Q: 3 clusters Score -201595.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -201640.578125 Penalty: 3894.809814
	Iteration 4Q: 3 clusters Score -201640.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -201668.250000 Penalty: 3894.809814
	Iteration 5Q: 3 clusters Score -201668.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -201682.625000 Penalty: 3894.809814
	Iteration 6Q: 3 clusters Score -201682.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -201692.390625 Penalty: 3894.809814
	Iteration 7Q: 3 clusters Score -201692.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -201697.203125 Penalty: 3894.809814
	Iteration 8Q: 3 clusters Score -201697.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -201701.421875 Penalty: 3894.809814
	Iteration 9Q: 3 clusters Score -201701.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -201705.125000 Penalty: 3894.809814
	Iteration 10Q: 3 clusters Score -201705.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -201707.546875 Penalty: 3894.809814
	Iteration 11Q: 3 clusters Score -201707.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -201708.234375 Penalty: 3894.809814
	Iteration 12Q: 3 clusters Score -201708.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -201709.015625 Penalty: 3894.809814
	Iteration 13Q: 3 clusters Score -201709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -201709.250000 Penalty: 3894.809814
	Iteration 14Q: 3 clusters Score -201709.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -201709.250000 Penalty: 3894.809814
	Iteration 15F: 3 clusters Score -201709.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (45272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45272 members 
Entering Unmasked Estep 
Score: -3679149.000000 Penalty: 2658.669922
	Iteration 0F: 2 clusters Score -3679149 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22746 members 
Mstep: Class 2 contains 22526 members 
Entering Unmasked Estep 
Score: -3648566.750000 Penalty: 5317.339844
	Iteration 0F: 3 clusters Score -3648567 nChanged 20760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23244 members 
Mstep: Class 2 contains 22028 members 
Entering Unmasked Estep 
Score: -3660095.000000 Penalty: 5317.339844
	Iteration 1F: 3 clusters Score -3660095 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23548 members 
Mstep: Class 2 contains 21724 members 
Entering Unmasked Estep 
Score: -3660643.750000 Penalty: 5317.339844
	Iteration 2Q: 3 clusters Score -3660644 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24011 members 
Mstep: Class 2 contains 21261 members 
Entering Unmasked Estep 
Score: -3661168.500000 Penalty: 5317.339844
	Iteration 3Q: 3 clusters Score -3661168 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24646 members 
Mstep: Class 2 contains 20626 members 
Entering Unmasked Estep 
Score: -3661724.500000 Penalty: 5317.339844
	Iteration 4Q: 3 clusters Score -3661724 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25489 members 
Mstep: Class 2 contains 19783 members 
Entering Unmasked Estep 
Score: -3662397.000000 Penalty: 5317.339844
	Iteration 5Q: 3 clusters Score -3662397 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26637 members 
Mstep: Class 2 contains 18635 members 
Entering Unmasked Estep 
Score: -3663168.500000 Penalty: 5317.339844
	Iteration 6Q: 3 clusters Score -3663168 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28125 members 
Mstep: Class 2 contains 17147 members 
Entering Unmasked Estep 
Score: -3664186.500000 Penalty: 5317.339844
	Iteration 7Q: 3 clusters Score -3664186 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29923 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -3665545.000000 Penalty: 5317.339844
	Iteration 8F: 3 clusters Score -3665545 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31927 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -3667113.000000 Penalty: 5317.339844
	Iteration 9F: 3 clusters Score -3667113 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34033 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -3668846.750000 Penalty: 5317.339844
	Iteration 10F: 3 clusters Score -3668847 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35988 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -3670450.500000 Penalty: 5317.339844
	Iteration 11Q: 3 clusters Score -3670450 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37779 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -3671904.500000 Penalty: 5317.339844
	Iteration 12Q: 3 clusters Score -3671904 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39285 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -3673022.250000 Penalty: 5317.339844
	Iteration 13Q: 3 clusters Score -3673022 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40544 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -3673908.250000 Penalty: 5317.339844
	Iteration 14Q: 3 clusters Score -3673908 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41614 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -3674671.500000 Penalty: 5317.339844
	Iteration 15Q: 3 clusters Score -3674672 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42490 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -3675319.750000 Penalty: 5317.339844
	Iteration 16Q: 3 clusters Score -3675320 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43178 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -3675817.500000 Penalty: 5317.339844
	Iteration 17Q: 3 clusters Score -3675818 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43675 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -3676174.000000 Penalty: 5317.339844
	Iteration 18Q: 3 clusters Score -3676174 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44016 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -3676392.500000 Penalty: 5317.339844
	Iteration 19Q: 3 clusters Score -3676392 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44255 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -3676570.500000 Penalty: 5317.339844
	Iteration 20F: 3 clusters Score -3676570 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44415 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -3676697.750000 Penalty: 5317.339844
	Iteration 21Q: 3 clusters Score -3676698 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44519 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -3676784.250000 Penalty: 5317.339844
	Iteration 22Q: 3 clusters Score -3676784 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44587 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -3676825.750000 Penalty: 5317.339844
	Iteration 23Q: 3 clusters Score -3676826 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44632 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -3676852.750000 Penalty: 5317.339844
	Iteration 24Q: 3 clusters Score -3676853 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44660 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -3676865.500000 Penalty: 5317.339844
	Iteration 25Q: 3 clusters Score -3676866 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44682 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -3676886.750000 Penalty: 5317.339844
	Iteration 26Q: 3 clusters Score -3676887 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44700 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -3676895.000000 Penalty: 5317.339844
	Iteration 27Q: 3 clusters Score -3676895 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44713 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -3676910.250000 Penalty: 5317.339844
	Iteration 28Q: 3 clusters Score -3676910 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44719 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -3676918.750000 Penalty: 5317.339844
	Iteration 29Q: 3 clusters Score -3676919 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44727 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -3676927.500000 Penalty: 5317.339844
	Iteration 30Q: 3 clusters Score -3676928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44728 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -3676926.250000 Penalty: 5317.339844
	Iteration 31Q: 3 clusters Score -3676926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44732 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -3676929.000000 Penalty: 5317.339844
	Iteration 32Q: 3 clusters Score -3676929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44735 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -3676927.750000 Penalty: 5317.339844
	Iteration 33Q: 3 clusters Score -3676928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44738 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -3676931.250000 Penalty: 5317.339844
	Iteration 34Q: 3 clusters Score -3676931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44741 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -3676929.500000 Penalty: 5317.339844
	Iteration 35Q: 3 clusters Score -3676930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44745 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -3676930.000000 Penalty: 5317.339844
	Iteration 36Q: 3 clusters Score -3676930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44747 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -3676934.000000 Penalty: 5317.339844
	Iteration 37Q: 3 clusters Score -3676934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44747 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -3676934.000000 Penalty: 5317.339844
	Iteration 38F: 3 clusters Score -3676934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Entering Unmasked Estep 
Score: -513078.156250 Penalty: 2176.872070
	Iteration 0F: 2 clusters Score -513078.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -507639.718750 Penalty: 4353.744141
	Iteration 0F: 3 clusters Score -507639.7 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -509070.593750 Penalty: 4353.744141
	Iteration 1F: 3 clusters Score -509070.6 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -509324.406250 Penalty: 4353.744141
	Iteration 2F: 3 clusters Score -509324.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -509503.625000 Penalty: 4353.744141
	Iteration 3Q: 3 clusters Score -509503.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -509657.125000 Penalty: 4353.744141
	Iteration 4Q: 3 clusters Score -509657.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -509797.437500 Penalty: 4353.744141
	Iteration 5Q: 3 clusters Score -509797.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -509961.562500 Penalty: 4353.744141
	Iteration 6Q: 3 clusters Score -509961.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -510118.593750 Penalty: 4353.744141
	Iteration 7Q: 3 clusters Score -510118.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -510299.968750 Penalty: 4353.744141
	Iteration 8Q: 3 clusters Score -510300 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -510453.468750 Penalty: 4353.744141
	Iteration 9Q: 3 clusters Score -510453.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -510605.375000 Penalty: 4353.744141
	Iteration 10Q: 3 clusters Score -510605.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -510741.656250 Penalty: 4353.744141
	Iteration 11Q: 3 clusters Score -510741.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -510839.093750 Penalty: 4353.744141
	Iteration 12Q: 3 clusters Score -510839.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -510908.281250 Penalty: 4353.744141
	Iteration 13Q: 3 clusters Score -510908.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -510963.062500 Penalty: 4353.744141
	Iteration 14Q: 3 clusters Score -510963.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -511005.687500 Penalty: 4353.744141
	Iteration 15Q: 3 clusters Score -511005.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -511046.843750 Penalty: 4353.744141
	Iteration 16Q: 3 clusters Score -511046.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -511089.281250 Penalty: 4353.744141
	Iteration 17Q: 3 clusters Score -511089.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -511149.843750 Penalty: 4353.744141
	Iteration 18Q: 3 clusters Score -511149.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -511208.625000 Penalty: 4353.744141
	Iteration 19Q: 3 clusters Score -511208.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -511265.281250 Penalty: 4353.744141
	Iteration 20F: 3 clusters Score -511265.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -511332.375000 Penalty: 4353.744141
	Iteration 21Q: 3 clusters Score -511332.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -511379.250000 Penalty: 4353.744141
	Iteration 22Q: 3 clusters Score -511379.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -511403.031250 Penalty: 4353.744141
	Iteration 23Q: 3 clusters Score -511403 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -511421.218750 Penalty: 4353.744141
	Iteration 24Q: 3 clusters Score -511421.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -511437.968750 Penalty: 4353.744141
	Iteration 25Q: 3 clusters Score -511438 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -511463.562500 Penalty: 4353.744141
	Iteration 26Q: 3 clusters Score -511463.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -511479.718750 Penalty: 4353.744141
	Iteration 27Q: 3 clusters Score -511479.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -511492.218750 Penalty: 4353.744141
	Iteration 28Q: 3 clusters Score -511492.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -511501.468750 Penalty: 4353.744141
	Iteration 29Q: 3 clusters Score -511501.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -511512.718750 Penalty: 4353.744141
	Iteration 30Q: 3 clusters Score -511512.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -511519.593750 Penalty: 4353.744141
	Iteration 31Q: 3 clusters Score -511519.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -511526.281250 Penalty: 4353.744141
	Iteration 32Q: 3 clusters Score -511526.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -511533.125000 Penalty: 4353.744141
	Iteration 33Q: 3 clusters Score -511533.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -511542.906250 Penalty: 4353.744141
	Iteration 34Q: 3 clusters Score -511542.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -511550.125000 Penalty: 4353.744141
	Iteration 35Q: 3 clusters Score -511550.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -511565.093750 Penalty: 4353.744141
	Iteration 36Q: 3 clusters Score -511565.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -511586.562500 Penalty: 4353.744141
	Iteration 37Q: 3 clusters Score -511586.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -511613.156250 Penalty: 4353.744141
	Iteration 38Q: 3 clusters Score -511613.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -511634.593750 Penalty: 4353.744141
	Iteration 39Q: 3 clusters Score -511634.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -511656.375000 Penalty: 4353.744141
	Iteration 40F: 3 clusters Score -511656.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -511680.093750 Penalty: 4353.744141
	Iteration 41Q: 3 clusters Score -511680.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -511704.343750 Penalty: 4353.744141
	Iteration 42Q: 3 clusters Score -511704.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -511731.375000 Penalty: 4353.744141
	Iteration 43Q: 3 clusters Score -511731.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -511752.125000 Penalty: 4353.744141
	Iteration 44Q: 3 clusters Score -511752.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -511774.218750 Penalty: 4353.744141
	Iteration 45Q: 3 clusters Score -511774.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -511791.812500 Penalty: 4353.744141
	Iteration 46Q: 3 clusters Score -511791.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -511806.875000 Penalty: 4353.744141
	Iteration 47Q: 3 clusters Score -511806.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -511815.687500 Penalty: 4353.744141
	Iteration 48Q: 3 clusters Score -511815.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -511824.000000 Penalty: 4353.744141
	Iteration 49Q: 3 clusters Score -511824 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -511832.656250 Penalty: 4353.744141
	Iteration 50Q: 3 clusters Score -511832.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -511842.718750 Penalty: 4353.744141
	Iteration 51Q: 3 clusters Score -511842.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -511849.500000 Penalty: 4353.744141
	Iteration 52Q: 3 clusters Score -511849.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -511855.437500 Penalty: 4353.744141
	Iteration 53Q: 3 clusters Score -511855.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -511857.375000 Penalty: 4353.744141
	Iteration 54Q: 3 clusters Score -511857.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -511860.406250 Penalty: 4353.744141
	Iteration 55Q: 3 clusters Score -511860.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -511860.343750 Penalty: 4353.744141
	Iteration 56Q: 3 clusters Score -511860.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -511860.781250 Penalty: 4353.744141
	Iteration 57Q: 3 clusters Score -511860.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -511862.531250 Penalty: 4353.744141
	Iteration 58Q: 3 clusters Score -511862.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -511863.781250 Penalty: 4353.744141
	Iteration 59Q: 3 clusters Score -511863.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -511864.625000 Penalty: 4353.744141
	Iteration 60F: 3 clusters Score -511864.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -511865.125000 Penalty: 4353.744141
	Iteration 61Q: 3 clusters Score -511865.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -511866.062500 Penalty: 4353.744141
	Iteration 62Q: 3 clusters Score -511866.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -511865.000000 Penalty: 4353.744141
	Iteration 63Q: 3 clusters Score -511865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -511866.218750 Penalty: 4353.744141
	Iteration 64Q: 3 clusters Score -511866.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -511866.218750 Penalty: 4353.744141
	Iteration 65F: 3 clusters Score -511866.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Entering Unmasked Estep 
Score: -783581.687500 Penalty: 2300.200928
	Iteration 0F: 2 clusters Score -783581.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -775585.687500 Penalty: 4600.401855
	Iteration 0F: 3 clusters Score -775585.7 nChanged 4448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -777894.187500 Penalty: 4600.401855
	Iteration 1F: 3 clusters Score -777894.2 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -778269.437500 Penalty: 4600.401855
	Iteration 2F: 3 clusters Score -778269.4 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -778777.125000 Penalty: 4600.401855
	Iteration 3F: 3 clusters Score -778777.1 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -779527.375000 Penalty: 4600.401855
	Iteration 4F: 3 clusters Score -779527.4 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -780416.625000 Penalty: 4600.401855
	Iteration 5F: 3 clusters Score -780416.6 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -781323.500000 Penalty: 4600.401855
	Iteration 6F: 3 clusters Score -781323.5 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -782076.875000 Penalty: 4600.401855
	Iteration 7F: 3 clusters Score -782076.9 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -782586.250000 Penalty: 4600.401855
	Iteration 8F: 3 clusters Score -782586.2 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -782860.437500 Penalty: 4600.401855
	Iteration 9Q: 3 clusters Score -782860.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -782986.312500 Penalty: 4600.401855
	Iteration 10Q: 3 clusters Score -782986.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -783040.625000 Penalty: 4600.401855
	Iteration 11Q: 3 clusters Score -783040.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -783079.562500 Penalty: 4600.401855
	Iteration 12Q: 3 clusters Score -783079.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -783114.562500 Penalty: 4600.401855
	Iteration 13Q: 3 clusters Score -783114.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -783136.562500 Penalty: 4600.401855
	Iteration 14Q: 3 clusters Score -783136.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -783149.062500 Penalty: 4600.401855
	Iteration 15Q: 3 clusters Score -783149.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -783154.125000 Penalty: 4600.401855
	Iteration 16Q: 3 clusters Score -783154.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -783154.875000 Penalty: 4600.401855
	Iteration 17Q: 3 clusters Score -783154.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -783155.062500 Penalty: 4600.401855
	Iteration 18Q: 3 clusters Score -783155.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -783155.312500 Penalty: 4600.401855
	Iteration 19Q: 3 clusters Score -783155.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -783156.375000 Penalty: 4600.401855
	Iteration 20F: 3 clusters Score -783156.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (37388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37388 members 
Entering Unmasked Estep 
Score: -2913628.500000 Penalty: 2611.218018
	Iteration 0F: 2 clusters Score -2913628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18722 members 
Mstep: Class 2 contains 18666 members 
Entering Unmasked Estep 
Score: -2887981.250000 Penalty: 5222.436035
	Iteration 0F: 3 clusters Score -2887981 nChanged 17186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18928 members 
Mstep: Class 2 contains 18460 members 
Entering Unmasked Estep 
Score: -2897555.250000 Penalty: 5222.436035
	Iteration 1F: 3 clusters Score -2897555 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19174 members 
Mstep: Class 2 contains 18214 members 
Entering Unmasked Estep 
Score: -2898141.000000 Penalty: 5222.436035
	Iteration 2Q: 3 clusters Score -2898141 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19526 members 
Mstep: Class 2 contains 17862 members 
Entering Unmasked Estep 
Score: -2898996.500000 Penalty: 5222.436035
	Iteration 3Q: 3 clusters Score -2898996 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20026 members 
Mstep: Class 2 contains 17362 members 
Entering Unmasked Estep 
Score: -2900282.500000 Penalty: 5222.436035
	Iteration 4F: 3 clusters Score -2900282 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20753 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -2902071.000000 Penalty: 5222.436035
	Iteration 5F: 3 clusters Score -2902071 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21643 members 
Mstep: Class 2 contains 15745 members 
Entering Unmasked Estep 
Score: -2904133.750000 Penalty: 5222.436035
	Iteration 6F: 3 clusters Score -2904134 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22541 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -2906099.250000 Penalty: 5222.436035
	Iteration 7F: 3 clusters Score -2906099 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23205 members 
Mstep: Class 2 contains 14183 members 
Entering Unmasked Estep 
Score: -2907641.500000 Penalty: 5222.436035
	Iteration 8F: 3 clusters Score -2907642 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23657 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -2908745.000000 Penalty: 5222.436035
	Iteration 9Q: 3 clusters Score -2908745 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23934 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -2909361.000000 Penalty: 5222.436035
	Iteration 10Q: 3 clusters Score -2909361 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24134 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -2909724.500000 Penalty: 5222.436035
	Iteration 11Q: 3 clusters Score -2909724 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24311 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -2909930.000000 Penalty: 5222.436035
	Iteration 12Q: 3 clusters Score -2909930 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24500 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -2910069.250000 Penalty: 5222.436035
	Iteration 13Q: 3 clusters Score -2910069 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24684 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -2910205.500000 Penalty: 5222.436035
	Iteration 14Q: 3 clusters Score -2910206 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24895 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -2910301.000000 Penalty: 5222.436035
	Iteration 15Q: 3 clusters Score -2910301 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25138 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -2910364.500000 Penalty: 5222.436035
	Iteration 16Q: 3 clusters Score -2910364 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25389 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -2910452.500000 Penalty: 5222.436035
	Iteration 17Q: 3 clusters Score -2910452 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25616 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -2910535.000000 Penalty: 5222.436035
	Iteration 18Q: 3 clusters Score -2910535 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25844 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -2910605.250000 Penalty: 5222.436035
	Iteration 19Q: 3 clusters Score -2910605 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26058 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -2910674.250000 Penalty: 5222.436035
	Iteration 20F: 3 clusters Score -2910674 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26298 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -2910758.000000 Penalty: 5222.436035
	Iteration 21Q: 3 clusters Score -2910758 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26558 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -2910859.000000 Penalty: 5222.436035
	Iteration 22Q: 3 clusters Score -2910859 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26819 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -2910932.250000 Penalty: 5222.436035
	Iteration 23Q: 3 clusters Score -2910932 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27076 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -2911014.250000 Penalty: 5222.436035
	Iteration 24Q: 3 clusters Score -2911014 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27343 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -2911105.500000 Penalty: 5222.436035
	Iteration 25Q: 3 clusters Score -2911106 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27590 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -2911162.500000 Penalty: 5222.436035
	Iteration 26Q: 3 clusters Score -2911162 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27816 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -2911198.250000 Penalty: 5222.436035
	Iteration 27Q: 3 clusters Score -2911198 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28045 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -2911266.750000 Penalty: 5222.436035
	Iteration 28Q: 3 clusters Score -2911267 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28266 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -2911311.000000 Penalty: 5222.436035
	Iteration 29Q: 3 clusters Score -2911311 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28490 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -2911368.250000 Penalty: 5222.436035
	Iteration 30Q: 3 clusters Score -2911368 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28710 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -2911415.500000 Penalty: 5222.436035
	Iteration 31Q: 3 clusters Score -2911416 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28895 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -2911445.500000 Penalty: 5222.436035
	Iteration 32Q: 3 clusters Score -2911446 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29053 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -2911470.750000 Penalty: 5222.436035
	Iteration 33Q: 3 clusters Score -2911471 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29206 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -2911506.250000 Penalty: 5222.436035
	Iteration 34Q: 3 clusters Score -2911506 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29345 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -2911538.000000 Penalty: 5222.436035
	Iteration 35Q: 3 clusters Score -2911538 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29494 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -2911565.750000 Penalty: 5222.436035
	Iteration 36Q: 3 clusters Score -2911566 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29633 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -2911598.500000 Penalty: 5222.436035
	Iteration 37Q: 3 clusters Score -2911598 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29759 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -2911610.750000 Penalty: 5222.436035
	Iteration 38Q: 3 clusters Score -2911611 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29880 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -2911632.250000 Penalty: 5222.436035
	Iteration 39Q: 3 clusters Score -2911632 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30005 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -2911659.000000 Penalty: 5222.436035
	Iteration 40F: 3 clusters Score -2911659 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30120 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -2911677.500000 Penalty: 5222.436035
	Iteration 41Q: 3 clusters Score -2911678 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30232 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -2911683.750000 Penalty: 5222.436035
	Iteration 42Q: 3 clusters Score -2911684 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30340 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -2911705.250000 Penalty: 5222.436035
	Iteration 43Q: 3 clusters Score -2911705 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30432 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -2911703.000000 Penalty: 5222.436035
	Iteration 44Q: 3 clusters Score -2911703 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30527 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -2911724.750000 Penalty: 5222.436035
	Iteration 45Q: 3 clusters Score -2911725 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30630 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -2911744.500000 Penalty: 5222.436035
	Iteration 46Q: 3 clusters Score -2911744 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30723 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -2911747.500000 Penalty: 5222.436035
	Iteration 47Q: 3 clusters Score -2911748 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30821 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -2911762.500000 Penalty: 5222.436035
	Iteration 48Q: 3 clusters Score -2911762 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30923 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -2911781.000000 Penalty: 5222.436035
	Iteration 49Q: 3 clusters Score -2911781 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31022 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -2911798.750000 Penalty: 5222.436035
	Iteration 50Q: 3 clusters Score -2911799 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31124 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -2911820.000000 Penalty: 5222.436035
	Iteration 51Q: 3 clusters Score -2911820 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31222 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -2911843.250000 Penalty: 5222.436035
	Iteration 52Q: 3 clusters Score -2911843 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31302 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -2911847.250000 Penalty: 5222.436035
	Iteration 53Q: 3 clusters Score -2911847 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31392 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -2911866.000000 Penalty: 5222.436035
	Iteration 54Q: 3 clusters Score -2911866 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31492 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -2911880.250000 Penalty: 5222.436035
	Iteration 55Q: 3 clusters Score -2911880 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31581 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -2911894.250000 Penalty: 5222.436035
	Iteration 56Q: 3 clusters Score -2911894 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31676 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -2911917.250000 Penalty: 5222.436035
	Iteration 57Q: 3 clusters Score -2911917 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31754 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -2911928.500000 Penalty: 5222.436035
	Iteration 58Q: 3 clusters Score -2911928 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31831 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -2911939.000000 Penalty: 5222.436035
	Iteration 59Q: 3 clusters Score -2911939 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31913 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -2911944.250000 Penalty: 5222.436035
	Iteration 60F: 3 clusters Score -2911944 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31997 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -2911958.500000 Penalty: 5222.436035
	Iteration 61Q: 3 clusters Score -2911958 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32052 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -2911971.000000 Penalty: 5222.436035
	Iteration 62Q: 3 clusters Score -2911971 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32108 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -2911963.000000 Penalty: 5222.436035
	Iteration 63Q: 3 clusters Score -2911963 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32158 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -2911976.000000 Penalty: 5222.436035
	Iteration 64Q: 3 clusters Score -2911976 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32221 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -2911991.750000 Penalty: 5222.436035
	Iteration 65Q: 3 clusters Score -2911992 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32284 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -2912001.500000 Penalty: 5222.436035
	Iteration 66Q: 3 clusters Score -2912002 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32347 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -2912013.500000 Penalty: 5222.436035
	Iteration 67Q: 3 clusters Score -2912014 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32407 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -2912025.000000 Penalty: 5222.436035
	Iteration 68Q: 3 clusters Score -2912025 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32461 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -2912043.250000 Penalty: 5222.436035
	Iteration 69Q: 3 clusters Score -2912043 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32522 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -2912050.750000 Penalty: 5222.436035
	Iteration 70Q: 3 clusters Score -2912051 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32583 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -2912056.250000 Penalty: 5222.436035
	Iteration 71Q: 3 clusters Score -2912056 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32634 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -2912070.000000 Penalty: 5222.436035
	Iteration 72Q: 3 clusters Score -2912070 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32692 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -2912079.750000 Penalty: 5222.436035
	Iteration 73Q: 3 clusters Score -2912080 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32751 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -2912086.250000 Penalty: 5222.436035
	Iteration 74Q: 3 clusters Score -2912086 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32814 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -2912094.500000 Penalty: 5222.436035
	Iteration 75Q: 3 clusters Score -2912094 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32872 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -2912097.250000 Penalty: 5222.436035
	Iteration 76Q: 3 clusters Score -2912097 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32915 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -2912106.250000 Penalty: 5222.436035
	Iteration 77Q: 3 clusters Score -2912106 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32955 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -2912106.750000 Penalty: 5222.436035
	Iteration 78Q: 3 clusters Score -2912107 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32992 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -2912117.250000 Penalty: 5222.436035
	Iteration 79Q: 3 clusters Score -2912117 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33024 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -2912125.250000 Penalty: 5222.436035
	Iteration 80F: 3 clusters Score -2912125 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33060 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -2912130.250000 Penalty: 5222.436035
	Iteration 81Q: 3 clusters Score -2912130 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33085 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -2912138.250000 Penalty: 5222.436035
	Iteration 82Q: 3 clusters Score -2912138 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33119 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -2912135.750000 Penalty: 5222.436035
	Iteration 83Q: 3 clusters Score -2912136 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33159 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -2912139.000000 Penalty: 5222.436035
	Iteration 84Q: 3 clusters Score -2912139 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33199 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -2912151.500000 Penalty: 5222.436035
	Iteration 85Q: 3 clusters Score -2912152 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33243 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -2912159.250000 Penalty: 5222.436035
	Iteration 86Q: 3 clusters Score -2912159 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33289 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -2912166.500000 Penalty: 5222.436035
	Iteration 87Q: 3 clusters Score -2912166 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33346 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -2912194.250000 Penalty: 5222.436035
	Iteration 88Q: 3 clusters Score -2912194 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33413 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -2912206.250000 Penalty: 5222.436035
	Iteration 89Q: 3 clusters Score -2912206 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33481 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -2912216.500000 Penalty: 5222.436035
	Iteration 90Q: 3 clusters Score -2912216 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33542 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -2912227.000000 Penalty: 5222.436035
	Iteration 91Q: 3 clusters Score -2912227 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33599 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -2912237.500000 Penalty: 5222.436035
	Iteration 92Q: 3 clusters Score -2912238 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33645 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -2912252.250000 Penalty: 5222.436035
	Iteration 93Q: 3 clusters Score -2912252 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33697 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -2912260.250000 Penalty: 5222.436035
	Iteration 94Q: 3 clusters Score -2912260 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33747 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -2912269.750000 Penalty: 5222.436035
	Iteration 95Q: 3 clusters Score -2912270 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33789 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -2912265.000000 Penalty: 5222.436035
	Iteration 96Q: 3 clusters Score -2912265 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33830 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -2912284.750000 Penalty: 5222.436035
	Iteration 97Q: 3 clusters Score -2912285 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33872 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -2912291.500000 Penalty: 5222.436035
	Iteration 98Q: 3 clusters Score -2912292 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33908 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -2912290.000000 Penalty: 5222.436035
	Iteration 99Q: 3 clusters Score -2912290 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33932 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -2912292.750000 Penalty: 5222.436035
	Iteration 100F: 3 clusters Score -2912293 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33962 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -2912302.250000 Penalty: 5222.436035
	Iteration 101Q: 3 clusters Score -2912302 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33986 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -2912301.000000 Penalty: 5222.436035
	Iteration 102Q: 3 clusters Score -2912301 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34002 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -2912301.000000 Penalty: 5222.436035
	Iteration 103Q: 3 clusters Score -2912301 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34018 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -2912294.500000 Penalty: 5222.436035
	Iteration 104Q: 3 clusters Score -2912294 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34030 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -2912294.250000 Penalty: 5222.436035
	Iteration 105Q: 3 clusters Score -2912294 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34041 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -2912296.250000 Penalty: 5222.436035
	Iteration 106Q: 3 clusters Score -2912296 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34058 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -2912303.250000 Penalty: 5222.436035
	Iteration 107Q: 3 clusters Score -2912303 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34070 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -2912307.000000 Penalty: 5222.436035
	Iteration 108Q: 3 clusters Score -2912307 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34090 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -2912311.750000 Penalty: 5222.436035
	Iteration 109Q: 3 clusters Score -2912312 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34109 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -2912321.250000 Penalty: 5222.436035
	Iteration 110Q: 3 clusters Score -2912321 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34134 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -2912325.250000 Penalty: 5222.436035
	Iteration 111Q: 3 clusters Score -2912325 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34155 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -2912326.750000 Penalty: 5222.436035
	Iteration 112Q: 3 clusters Score -2912327 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34179 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -2912327.000000 Penalty: 5222.436035
	Iteration 113Q: 3 clusters Score -2912327 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34203 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -2912335.250000 Penalty: 5222.436035
	Iteration 114Q: 3 clusters Score -2912335 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34225 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -2912338.000000 Penalty: 5222.436035
	Iteration 115Q: 3 clusters Score -2912338 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34249 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -2912331.500000 Penalty: 5222.436035
	Iteration 116Q: 3 clusters Score -2912332 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34272 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -2912340.500000 Penalty: 5222.436035
	Iteration 117Q: 3 clusters Score -2912340 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34295 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -2912345.500000 Penalty: 5222.436035
	Iteration 118Q: 3 clusters Score -2912346 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34306 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -2912353.250000 Penalty: 5222.436035
	Iteration 119Q: 3 clusters Score -2912353 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34316 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -2912353.000000 Penalty: 5222.436035
	Iteration 120F: 3 clusters Score -2912353 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34324 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -2912361.500000 Penalty: 5222.436035
	Iteration 121Q: 3 clusters Score -2912362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34330 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -2912356.250000 Penalty: 5222.436035
	Iteration 122Q: 3 clusters Score -2912356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34338 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -2912361.000000 Penalty: 5222.436035
	Iteration 123Q: 3 clusters Score -2912361 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34344 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -2912360.000000 Penalty: 5222.436035
	Iteration 124Q: 3 clusters Score -2912360 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34355 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -2912362.500000 Penalty: 5222.436035
	Iteration 125Q: 3 clusters Score -2912362 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34366 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -2912364.000000 Penalty: 5222.436035
	Iteration 126Q: 3 clusters Score -2912364 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34378 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -2912378.000000 Penalty: 5222.436035
	Iteration 127Q: 3 clusters Score -2912378 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34388 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -2912379.750000 Penalty: 5222.436035
	Iteration 128Q: 3 clusters Score -2912380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34397 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -2912371.750000 Penalty: 5222.436035
	Iteration 129Q: 3 clusters Score -2912372 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34407 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -2912376.750000 Penalty: 5222.436035
	Iteration 130Q: 3 clusters Score -2912377 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34420 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -2912370.750000 Penalty: 5222.436035
	Iteration 131Q: 3 clusters Score -2912371 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34428 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -2912375.000000 Penalty: 5222.436035
	Iteration 132Q: 3 clusters Score -2912375 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34439 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -2912384.750000 Penalty: 5222.436035
	Iteration 133Q: 3 clusters Score -2912385 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34449 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -2912384.750000 Penalty: 5222.436035
	Iteration 134Q: 3 clusters Score -2912385 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34457 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -2912384.250000 Penalty: 5222.436035
	Iteration 135Q: 3 clusters Score -2912384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34467 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -2912387.250000 Penalty: 5222.436035
	Iteration 136Q: 3 clusters Score -2912387 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34481 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -2912388.750000 Penalty: 5222.436035
	Iteration 137Q: 3 clusters Score -2912389 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34492 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -2912395.750000 Penalty: 5222.436035
	Iteration 138Q: 3 clusters Score -2912396 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34508 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -2912402.250000 Penalty: 5222.436035
	Iteration 139Q: 3 clusters Score -2912402 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34518 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -2912402.500000 Penalty: 5222.436035
	Iteration 140F: 3 clusters Score -2912402 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34529 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -2912408.250000 Penalty: 5222.436035
	Iteration 141Q: 3 clusters Score -2912408 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34546 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -2912412.000000 Penalty: 5222.436035
	Iteration 142Q: 3 clusters Score -2912412 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34563 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -2912408.750000 Penalty: 5222.436035
	Iteration 143Q: 3 clusters Score -2912409 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34580 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -2912408.000000 Penalty: 5222.436035
	Iteration 144Q: 3 clusters Score -2912408 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34596 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -2912415.000000 Penalty: 5222.436035
	Iteration 145Q: 3 clusters Score -2912415 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34609 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -2912415.250000 Penalty: 5222.436035
	Iteration 146Q: 3 clusters Score -2912415 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34629 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -2912421.500000 Penalty: 5222.436035
	Iteration 147Q: 3 clusters Score -2912422 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34639 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -2912432.000000 Penalty: 5222.436035
	Iteration 148Q: 3 clusters Score -2912432 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34650 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -2912428.750000 Penalty: 5222.436035
	Iteration 149Q: 3 clusters Score -2912429 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34658 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -2912429.000000 Penalty: 5222.436035
	Iteration 150Q: 3 clusters Score -2912429 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34662 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -2912433.000000 Penalty: 5222.436035
	Iteration 151Q: 3 clusters Score -2912433 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34667 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -2912428.250000 Penalty: 5222.436035
	Iteration 152Q: 3 clusters Score -2912428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34670 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -2912428.250000 Penalty: 5222.436035
	Iteration 153Q: 3 clusters Score -2912428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34673 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -2912426.250000 Penalty: 5222.436035
	Iteration 154Q: 3 clusters Score -2912426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34674 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -2912428.750000 Penalty: 5222.436035
	Iteration 155Q: 3 clusters Score -2912429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34675 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -2912430.250000 Penalty: 5222.436035
	Iteration 156Q: 3 clusters Score -2912430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34675 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -2912430.250000 Penalty: 5222.436035
	Iteration 157F: 3 clusters Score -2912430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Entering Unmasked Estep 
Score: -272539.187500 Penalty: 2025.854980
	Iteration 0F: 2 clusters Score -272539.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -268973.812500 Penalty: 4051.709961
	Iteration 0F: 3 clusters Score -268973.8 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -269811.750000 Penalty: 4051.709961
	Iteration 1F: 3 clusters Score -269811.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -270092.531250 Penalty: 4051.709961
	Iteration 2F: 3 clusters Score -270092.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -270301.218750 Penalty: 4051.709961
	Iteration 3F: 3 clusters Score -270301.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -270453.000000 Penalty: 4051.709961
	Iteration 4F: 3 clusters Score -270453 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -270574.281250 Penalty: 4051.709961
	Iteration 5Q: 3 clusters Score -270574.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -270659.437500 Penalty: 4051.709961
	Iteration 6Q: 3 clusters Score -270659.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -270715.531250 Penalty: 4051.709961
	Iteration 7Q: 3 clusters Score -270715.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -270759.531250 Penalty: 4051.709961
	Iteration 8Q: 3 clusters Score -270759.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -270792.062500 Penalty: 4051.709961
	Iteration 9Q: 3 clusters Score -270792.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -270817.593750 Penalty: 4051.709961
	Iteration 10Q: 3 clusters Score -270817.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -270845.843750 Penalty: 4051.709961
	Iteration 11Q: 3 clusters Score -270845.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -270870.437500 Penalty: 4051.709961
	Iteration 12Q: 3 clusters Score -270870.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -270882.875000 Penalty: 4051.709961
	Iteration 13Q: 3 clusters Score -270882.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -270893.187500 Penalty: 4051.709961
	Iteration 14Q: 3 clusters Score -270893.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -270903.906250 Penalty: 4051.709961
	Iteration 15Q: 3 clusters Score -270903.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -270916.250000 Penalty: 4051.709961
	Iteration 16Q: 3 clusters Score -270916.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -270925.500000 Penalty: 4051.709961
	Iteration 17Q: 3 clusters Score -270925.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -270933.875000 Penalty: 4051.709961
	Iteration 18Q: 3 clusters Score -270933.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -270937.125000 Penalty: 4051.709961
	Iteration 19Q: 3 clusters Score -270937.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -270939.687500 Penalty: 4051.709961
	Iteration 20F: 3 clusters Score -270939.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -270942.031250 Penalty: 4051.709961
	Iteration 21Q: 3 clusters Score -270942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -270943.593750 Penalty: 4051.709961
	Iteration 22Q: 3 clusters Score -270943.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -270944.843750 Penalty: 4051.709961
	Iteration 23Q: 3 clusters Score -270944.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -270945.562500 Penalty: 4051.709961
	Iteration 24Q: 3 clusters Score -270945.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -270947.281250 Penalty: 4051.709961
	Iteration 25Q: 3 clusters Score -270947.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -270949.562500 Penalty: 4051.709961
	Iteration 26Q: 3 clusters Score -270949.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -270950.093750 Penalty: 4051.709961
	Iteration 27Q: 3 clusters Score -270950.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -270950.250000 Penalty: 4051.709961
	Iteration 28Q: 3 clusters Score -270950.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -270951.000000 Penalty: 4051.709961
	Iteration 29Q: 3 clusters Score -270951 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -270952.000000 Penalty: 4051.709961
	Iteration 30Q: 3 clusters Score -270952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -270953.562500 Penalty: 4051.709961
	Iteration 31Q: 3 clusters Score -270953.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -270954.187500 Penalty: 4051.709961
	Iteration 32Q: 3 clusters Score -270954.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -270954.968750 Penalty: 4051.709961
	Iteration 33Q: 3 clusters Score -270955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -270954.843750 Penalty: 4051.709961
	Iteration 34Q: 3 clusters Score -270954.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -270956.093750 Penalty: 4051.709961
	Iteration 35Q: 3 clusters Score -270956.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -270956.562500 Penalty: 4051.709961
	Iteration 36Q: 3 clusters Score -270956.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -270957.781250 Penalty: 4051.709961
	Iteration 37Q: 3 clusters Score -270957.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -270958.531250 Penalty: 4051.709961
	Iteration 38Q: 3 clusters Score -270958.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -270959.343750 Penalty: 4051.709961
	Iteration 39Q: 3 clusters Score -270959.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -270959.906250 Penalty: 4051.709961
	Iteration 40F: 3 clusters Score -270959.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -270960.312500 Penalty: 4051.709961
	Iteration 41Q: 3 clusters Score -270960.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -270960.312500 Penalty: 4051.709961
	Iteration 42F: 3 clusters Score -270960.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (18294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18294 members 
Entering Unmasked Estep 
Score: -1299467.750000 Penalty: 2433.953369
	Iteration 0F: 2 clusters Score -1299468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -1286528.375000 Penalty: 4867.906738
	Iteration 0F: 3 clusters Score -1286528 nChanged 7947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -1290903.750000 Penalty: 4867.906738
	Iteration 1F: 3 clusters Score -1290904 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -1291347.625000 Penalty: 4867.906738
	Iteration 2F: 3 clusters Score -1291348 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -1291675.750000 Penalty: 4867.906738
	Iteration 3Q: 3 clusters Score -1291676 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -1291948.125000 Penalty: 4867.906738
	Iteration 4Q: 3 clusters Score -1291948 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -1292199.625000 Penalty: 4867.906738
	Iteration 5Q: 3 clusters Score -1292200 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -1292437.000000 Penalty: 4867.906738
	Iteration 6Q: 3 clusters Score -1292437 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -1292656.875000 Penalty: 4867.906738
	Iteration 7Q: 3 clusters Score -1292657 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -1292893.500000 Penalty: 4867.906738
	Iteration 8Q: 3 clusters Score -1292894 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -1293136.000000 Penalty: 4867.906738
	Iteration 9Q: 3 clusters Score -1293136 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -1293391.125000 Penalty: 4867.906738
	Iteration 10Q: 3 clusters Score -1293391 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -1293691.875000 Penalty: 4867.906738
	Iteration 11Q: 3 clusters Score -1293692 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -1293978.000000 Penalty: 4867.906738
	Iteration 12Q: 3 clusters Score -1293978 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -1294259.625000 Penalty: 4867.906738
	Iteration 13Q: 3 clusters Score -1294260 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -1294564.875000 Penalty: 4867.906738
	Iteration 14Q: 3 clusters Score -1294565 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -1294835.625000 Penalty: 4867.906738
	Iteration 15Q: 3 clusters Score -1294836 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -1295097.250000 Penalty: 4867.906738
	Iteration 16Q: 3 clusters Score -1295097 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -1295312.625000 Penalty: 4867.906738
	Iteration 17Q: 3 clusters Score -1295313 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -1295477.250000 Penalty: 4867.906738
	Iteration 18Q: 3 clusters Score -1295477 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -1295612.875000 Penalty: 4867.906738
	Iteration 19Q: 3 clusters Score -1295613 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -1295725.750000 Penalty: 4867.906738
	Iteration 20F: 3 clusters Score -1295726 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -1295826.250000 Penalty: 4867.906738
	Iteration 21Q: 3 clusters Score -1295826 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -1295908.750000 Penalty: 4867.906738
	Iteration 22Q: 3 clusters Score -1295909 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -1296005.750000 Penalty: 4867.906738
	Iteration 23Q: 3 clusters Score -1296006 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -1296101.500000 Penalty: 4867.906738
	Iteration 24Q: 3 clusters Score -1296102 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -1296193.375000 Penalty: 4867.906738
	Iteration 25Q: 3 clusters Score -1296193 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -1296283.250000 Penalty: 4867.906738
	Iteration 26Q: 3 clusters Score -1296283 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -1296393.750000 Penalty: 4867.906738
	Iteration 27Q: 3 clusters Score -1296394 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -1296500.750000 Penalty: 4867.906738
	Iteration 28Q: 3 clusters Score -1296501 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -1296625.500000 Penalty: 4867.906738
	Iteration 29Q: 3 clusters Score -1296626 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -1296764.875000 Penalty: 4867.906738
	Iteration 30Q: 3 clusters Score -1296765 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -1296899.750000 Penalty: 4867.906738
	Iteration 31Q: 3 clusters Score -1296900 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -1297010.125000 Penalty: 4867.906738
	Iteration 32Q: 3 clusters Score -1297010 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -1297101.000000 Penalty: 4867.906738
	Iteration 33Q: 3 clusters Score -1297101 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 14580 members 
Entering Unmasked Estep 
Score: -1297189.250000 Penalty: 4867.906738
	Iteration 34Q: 3 clusters Score -1297189 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -1297271.875000 Penalty: 4867.906738
	Iteration 35Q: 3 clusters Score -1297272 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -1297346.000000 Penalty: 4867.906738
	Iteration 36Q: 3 clusters Score -1297346 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 15032 members 
Entering Unmasked Estep 
Score: -1297428.875000 Penalty: 4867.906738
	Iteration 37Q: 3 clusters Score -1297429 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
Score: -1297495.375000 Penalty: 4867.906738
	Iteration 38Q: 3 clusters Score -1297495 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -1297563.625000 Penalty: 4867.906738
	Iteration 39Q: 3 clusters Score -1297564 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
Score: -1297621.750000 Penalty: 4867.906738
	Iteration 40F: 3 clusters Score -1297622 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 15503 members 
Entering Unmasked Estep 
Score: -1297661.875000 Penalty: 4867.906738
	Iteration 41Q: 3 clusters Score -1297662 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 15576 members 
Entering Unmasked Estep 
Score: -1297690.500000 Penalty: 4867.906738
	Iteration 42Q: 3 clusters Score -1297690 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -1297717.375000 Penalty: 4867.906738
	Iteration 43Q: 3 clusters Score -1297717 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 15686 members 
Entering Unmasked Estep 
Score: -1297736.500000 Penalty: 4867.906738
	Iteration 44Q: 3 clusters Score -1297736 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -1297758.500000 Penalty: 4867.906738
	Iteration 45Q: 3 clusters Score -1297758 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 15783 members 
Entering Unmasked Estep 
Score: -1297772.375000 Penalty: 4867.906738
	Iteration 46Q: 3 clusters Score -1297772 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -1297782.375000 Penalty: 4867.906738
	Iteration 47Q: 3 clusters Score -1297782 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -1297787.125000 Penalty: 4867.906738
	Iteration 48Q: 3 clusters Score -1297787 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 15878 members 
Entering Unmasked Estep 
Score: -1297797.500000 Penalty: 4867.906738
	Iteration 49Q: 3 clusters Score -1297798 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 15902 members 
Entering Unmasked Estep 
Score: -1297801.750000 Penalty: 4867.906738
	Iteration 50Q: 3 clusters Score -1297802 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -1297804.500000 Penalty: 4867.906738
	Iteration 51Q: 3 clusters Score -1297804 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -1297815.625000 Penalty: 4867.906738
	Iteration 52Q: 3 clusters Score -1297816 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -1297816.125000 Penalty: 4867.906738
	Iteration 53Q: 3 clusters Score -1297816 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 15977 members 
Entering Unmasked Estep 
Score: -1297817.750000 Penalty: 4867.906738
	Iteration 54Q: 3 clusters Score -1297818 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 15992 members 
Entering Unmasked Estep 
Score: -1297821.875000 Penalty: 4867.906738
	Iteration 55Q: 3 clusters Score -1297822 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 16002 members 
Entering Unmasked Estep 
Score: -1297823.750000 Penalty: 4867.906738
	Iteration 56Q: 3 clusters Score -1297824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -1297824.125000 Penalty: 4867.906738
	Iteration 57Q: 3 clusters Score -1297824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
Score: -1297825.750000 Penalty: 4867.906738
	Iteration 58Q: 3 clusters Score -1297826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -1297827.125000 Penalty: 4867.906738
	Iteration 59Q: 3 clusters Score -1297827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 16017 members 
Entering Unmasked Estep 
Score: -1297825.375000 Penalty: 4867.906738
	Iteration 60F: 3 clusters Score -1297825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -1297828.875000 Penalty: 4867.906738
	Iteration 61Q: 3 clusters Score -1297829 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -1297826.000000 Penalty: 4867.906738
	Iteration 62Q: 3 clusters Score -1297826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -1297825.125000 Penalty: 4867.906738
	Iteration 63Q: 3 clusters Score -1297825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -1297825.000000 Penalty: 4867.906738
	Iteration 64Q: 3 clusters Score -1297825 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 16037 members 
Entering Unmasked Estep 
Score: -1297831.375000 Penalty: 4867.906738
	Iteration 65Q: 3 clusters Score -1297831 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 16041 members 
Entering Unmasked Estep 
Score: -1297830.750000 Penalty: 4867.906738
	Iteration 66Q: 3 clusters Score -1297831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
Score: -1297829.625000 Penalty: 4867.906738
	Iteration 67Q: 3 clusters Score -1297830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 16049 members 
Entering Unmasked Estep 
Score: -1297833.250000 Penalty: 4867.906738
	Iteration 68Q: 3 clusters Score -1297833 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 16053 members 
Entering Unmasked Estep 
Score: -1297831.750000 Penalty: 4867.906738
	Iteration 69Q: 3 clusters Score -1297832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -1297831.625000 Penalty: 4867.906738
	Iteration 70Q: 3 clusters Score -1297832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 16056 members 
Entering Unmasked Estep 
Score: -1297832.125000 Penalty: 4867.906738
	Iteration 71Q: 3 clusters Score -1297832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 16059 members 
Entering Unmasked Estep 
Score: -1297832.500000 Penalty: 4867.906738
	Iteration 72Q: 3 clusters Score -1297832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 16063 members 
Entering Unmasked Estep 
Score: -1297831.250000 Penalty: 4867.906738
	Iteration 73Q: 3 clusters Score -1297831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -1297830.500000 Penalty: 4867.906738
	Iteration 74Q: 3 clusters Score -1297830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
Score: -1297831.125000 Penalty: 4867.906738
	Iteration 75Q: 3 clusters Score -1297831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -1297831.000000 Penalty: 4867.906738
	Iteration 76Q: 3 clusters Score -1297831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 16068 members 
Entering Unmasked Estep 
Score: -1297830.875000 Penalty: 4867.906738
	Iteration 77Q: 3 clusters Score -1297831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -1297832.000000 Penalty: 4867.906738
	Iteration 78Q: 3 clusters Score -1297832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -1297832.000000 Penalty: 4867.906738
	Iteration 79F: 3 clusters Score -1297832 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Entering Unmasked Estep 
Score: -724515.812500 Penalty: 2292.911621
	Iteration 0F: 2 clusters Score -724515.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -716562.812500 Penalty: 4585.823242
	Iteration 0F: 3 clusters Score -716562.8 nChanged 4285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -718859.875000 Penalty: 4585.823242
	Iteration 1F: 3 clusters Score -718859.9 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -719378.187500 Penalty: 4585.823242
	Iteration 2F: 3 clusters Score -719378.2 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -719859.000000 Penalty: 4585.823242
	Iteration 3F: 3 clusters Score -719859 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -720340.000000 Penalty: 4585.823242
	Iteration 4F: 3 clusters Score -720340 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -720834.250000 Penalty: 4585.823242
	Iteration 5F: 3 clusters Score -720834.2 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -721423.562500 Penalty: 4585.823242
	Iteration 6F: 3 clusters Score -721423.6 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -721930.375000 Penalty: 4585.823242
	Iteration 7F: 3 clusters Score -721930.4 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -722356.375000 Penalty: 4585.823242
	Iteration 8F: 3 clusters Score -722356.4 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -722683.125000 Penalty: 4585.823242
	Iteration 9Q: 3 clusters Score -722683.1 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -722900.687500 Penalty: 4585.823242
	Iteration 10Q: 3 clusters Score -722900.7 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -723078.812500 Penalty: 4585.823242
	Iteration 11Q: 3 clusters Score -723078.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -723201.375000 Penalty: 4585.823242
	Iteration 12Q: 3 clusters Score -723201.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -723297.437500 Penalty: 4585.823242
	Iteration 13Q: 3 clusters Score -723297.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -723354.437500 Penalty: 4585.823242
	Iteration 14Q: 3 clusters Score -723354.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -723396.437500 Penalty: 4585.823242
	Iteration 15Q: 3 clusters Score -723396.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -723434.687500 Penalty: 4585.823242
	Iteration 16Q: 3 clusters Score -723434.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -723465.375000 Penalty: 4585.823242
	Iteration 17Q: 3 clusters Score -723465.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -723497.312500 Penalty: 4585.823242
	Iteration 18Q: 3 clusters Score -723497.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -723521.250000 Penalty: 4585.823242
	Iteration 19Q: 3 clusters Score -723521.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -723535.625000 Penalty: 4585.823242
	Iteration 20F: 3 clusters Score -723535.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -723550.437500 Penalty: 4585.823242
	Iteration 21Q: 3 clusters Score -723550.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -723559.500000 Penalty: 4585.823242
	Iteration 22Q: 3 clusters Score -723559.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -723568.937500 Penalty: 4585.823242
	Iteration 23Q: 3 clusters Score -723568.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -723579.250000 Penalty: 4585.823242
	Iteration 24Q: 3 clusters Score -723579.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -723585.750000 Penalty: 4585.823242
	Iteration 25Q: 3 clusters Score -723585.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -723592.812500 Penalty: 4585.823242
	Iteration 26Q: 3 clusters Score -723592.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -723598.375000 Penalty: 4585.823242
	Iteration 27Q: 3 clusters Score -723598.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -723599.625000 Penalty: 4585.823242
	Iteration 28Q: 3 clusters Score -723599.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -723602.062500 Penalty: 4585.823242
	Iteration 29Q: 3 clusters Score -723602.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -723602.562500 Penalty: 4585.823242
	Iteration 30Q: 3 clusters Score -723602.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -723603.812500 Penalty: 4585.823242
	Iteration 31Q: 3 clusters Score -723603.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -723604.750000 Penalty: 4585.823242
	Iteration 32Q: 3 clusters Score -723604.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -723607.187500 Penalty: 4585.823242
	Iteration 33Q: 3 clusters Score -723607.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -723609.125000 Penalty: 4585.823242
	Iteration 34Q: 3 clusters Score -723609.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -723610.312500 Penalty: 4585.823242
	Iteration 35Q: 3 clusters Score -723610.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -723610.312500 Penalty: 4585.823242
	Iteration 36F: 3 clusters Score -723610.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Entering Unmasked Estep 
Score: -697028.937500 Penalty: 2253.614502
	Iteration 0F: 2 clusters Score -697028.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -690101.312500 Penalty: 4507.229004
	Iteration 0F: 3 clusters Score -690101.3 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -691963.750000 Penalty: 4507.229004
	Iteration 1F: 3 clusters Score -691963.8 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -692247.250000 Penalty: 4507.229004
	Iteration 2F: 3 clusters Score -692247.2 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -692418.687500 Penalty: 4507.229004
	Iteration 3Q: 3 clusters Score -692418.7 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -692536.437500 Penalty: 4507.229004
	Iteration 4Q: 3 clusters Score -692536.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -692629.812500 Penalty: 4507.229004
	Iteration 5Q: 3 clusters Score -692629.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -692710.375000 Penalty: 4507.229004
	Iteration 6Q: 3 clusters Score -692710.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -692780.437500 Penalty: 4507.229004
	Iteration 7Q: 3 clusters Score -692780.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -692831.000000 Penalty: 4507.229004
	Iteration 8Q: 3 clusters Score -692831 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -692877.875000 Penalty: 4507.229004
	Iteration 9Q: 3 clusters Score -692877.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -692914.000000 Penalty: 4507.229004
	Iteration 10Q: 3 clusters Score -692914 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -692951.562500 Penalty: 4507.229004
	Iteration 11Q: 3 clusters Score -692951.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -692986.562500 Penalty: 4507.229004
	Iteration 12Q: 3 clusters Score -692986.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -693017.250000 Penalty: 4507.229004
	Iteration 13Q: 3 clusters Score -693017.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -693044.312500 Penalty: 4507.229004
	Iteration 14Q: 3 clusters Score -693044.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -693073.187500 Penalty: 4507.229004
	Iteration 15Q: 3 clusters Score -693073.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -693104.062500 Penalty: 4507.229004
	Iteration 16Q: 3 clusters Score -693104.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -693139.375000 Penalty: 4507.229004
	Iteration 17Q: 3 clusters Score -693139.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -693180.062500 Penalty: 4507.229004
	Iteration 18Q: 3 clusters Score -693180.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -693213.562500 Penalty: 4507.229004
	Iteration 19Q: 3 clusters Score -693213.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -693246.500000 Penalty: 4507.229004
	Iteration 20F: 3 clusters Score -693246.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -693276.500000 Penalty: 4507.229004
	Iteration 21Q: 3 clusters Score -693276.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -693305.562500 Penalty: 4507.229004
	Iteration 22Q: 3 clusters Score -693305.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -693338.562500 Penalty: 4507.229004
	Iteration 23Q: 3 clusters Score -693338.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -693376.437500 Penalty: 4507.229004
	Iteration 24Q: 3 clusters Score -693376.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -693417.562500 Penalty: 4507.229004
	Iteration 25Q: 3 clusters Score -693417.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -693468.062500 Penalty: 4507.229004
	Iteration 26Q: 3 clusters Score -693468.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -693525.500000 Penalty: 4507.229004
	Iteration 27Q: 3 clusters Score -693525.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -693579.687500 Penalty: 4507.229004
	Iteration 28Q: 3 clusters Score -693579.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -693623.375000 Penalty: 4507.229004
	Iteration 29Q: 3 clusters Score -693623.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -693670.312500 Penalty: 4507.229004
	Iteration 30Q: 3 clusters Score -693670.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -693723.687500 Penalty: 4507.229004
	Iteration 31Q: 3 clusters Score -693723.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -693783.125000 Penalty: 4507.229004
	Iteration 32Q: 3 clusters Score -693783.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -693838.562500 Penalty: 4507.229004
	Iteration 33Q: 3 clusters Score -693838.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -693900.687500 Penalty: 4507.229004
	Iteration 34Q: 3 clusters Score -693900.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -693968.250000 Penalty: 4507.229004
	Iteration 35Q: 3 clusters Score -693968.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -694039.437500 Penalty: 4507.229004
	Iteration 36Q: 3 clusters Score -694039.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -694115.250000 Penalty: 4507.229004
	Iteration 37Q: 3 clusters Score -694115.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -694192.250000 Penalty: 4507.229004
	Iteration 38Q: 3 clusters Score -694192.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -694273.312500 Penalty: 4507.229004
	Iteration 39Q: 3 clusters Score -694273.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -694360.750000 Penalty: 4507.229004
	Iteration 40F: 3 clusters Score -694360.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -694443.937500 Penalty: 4507.229004
	Iteration 41Q: 3 clusters Score -694443.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -694537.000000 Penalty: 4507.229004
	Iteration 42Q: 3 clusters Score -694537 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -694626.375000 Penalty: 4507.229004
	Iteration 43Q: 3 clusters Score -694626.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -694706.687500 Penalty: 4507.229004
	Iteration 44Q: 3 clusters Score -694706.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -694780.750000 Penalty: 4507.229004
	Iteration 45Q: 3 clusters Score -694780.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -694837.187500 Penalty: 4507.229004
	Iteration 46Q: 3 clusters Score -694837.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -694882.500000 Penalty: 4507.229004
	Iteration 47Q: 3 clusters Score -694882.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -694911.750000 Penalty: 4507.229004
	Iteration 48Q: 3 clusters Score -694911.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -694934.562500 Penalty: 4507.229004
	Iteration 49Q: 3 clusters Score -694934.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -694954.062500 Penalty: 4507.229004
	Iteration 50Q: 3 clusters Score -694954.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -694963.937500 Penalty: 4507.229004
	Iteration 51Q: 3 clusters Score -694963.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -694976.687500 Penalty: 4507.229004
	Iteration 52Q: 3 clusters Score -694976.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -694990.812500 Penalty: 4507.229004
	Iteration 53Q: 3 clusters Score -694990.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -695001.500000 Penalty: 4507.229004
	Iteration 54Q: 3 clusters Score -695001.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -695012.750000 Penalty: 4507.229004
	Iteration 55Q: 3 clusters Score -695012.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -695020.000000 Penalty: 4507.229004
	Iteration 56Q: 3 clusters Score -695020 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -695025.062500 Penalty: 4507.229004
	Iteration 57Q: 3 clusters Score -695025.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -695034.812500 Penalty: 4507.229004
	Iteration 58Q: 3 clusters Score -695034.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -695040.250000 Penalty: 4507.229004
	Iteration 59Q: 3 clusters Score -695040.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -695047.500000 Penalty: 4507.229004
	Iteration 60F: 3 clusters Score -695047.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -695053.625000 Penalty: 4507.229004
	Iteration 61Q: 3 clusters Score -695053.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -695059.062500 Penalty: 4507.229004
	Iteration 62Q: 3 clusters Score -695059.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -695066.750000 Penalty: 4507.229004
	Iteration 63Q: 3 clusters Score -695066.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -695069.187500 Penalty: 4507.229004
	Iteration 64Q: 3 clusters Score -695069.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -695071.375000 Penalty: 4507.229004
	Iteration 65Q: 3 clusters Score -695071.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -695071.250000 Penalty: 4507.229004
	Iteration 66Q: 3 clusters Score -695071.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -695072.125000 Penalty: 4507.229004
	Iteration 67Q: 3 clusters Score -695072.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -695072.312500 Penalty: 4507.229004
	Iteration 68Q: 3 clusters Score -695072.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -695072.312500 Penalty: 4507.229004
	Iteration 69F: 3 clusters Score -695072.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Entering Unmasked Estep 
Score: -419710.468750 Penalty: 2128.347168
	Iteration 0F: 2 clusters Score -419710.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -414975.593750 Penalty: 4256.694336
	Iteration 0F: 3 clusters Score -414975.6 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -416072.031250 Penalty: 4256.694336
	Iteration 1F: 3 clusters Score -416072 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -416290.750000 Penalty: 4256.694336
	Iteration 2F: 3 clusters Score -416290.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -416435.593750 Penalty: 4256.694336
	Iteration 3Q: 3 clusters Score -416435.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -416550.375000 Penalty: 4256.694336
	Iteration 4Q: 3 clusters Score -416550.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -416641.593750 Penalty: 4256.694336
	Iteration 5Q: 3 clusters Score -416641.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -416708.500000 Penalty: 4256.694336
	Iteration 6Q: 3 clusters Score -416708.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -416759.625000 Penalty: 4256.694336
	Iteration 7Q: 3 clusters Score -416759.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -416805.812500 Penalty: 4256.694336
	Iteration 8Q: 3 clusters Score -416805.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -416845.593750 Penalty: 4256.694336
	Iteration 9Q: 3 clusters Score -416845.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -416880.312500 Penalty: 4256.694336
	Iteration 10Q: 3 clusters Score -416880.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -416910.093750 Penalty: 4256.694336
	Iteration 11Q: 3 clusters Score -416910.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -416936.187500 Penalty: 4256.694336
	Iteration 12Q: 3 clusters Score -416936.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -416964.468750 Penalty: 4256.694336
	Iteration 13Q: 3 clusters Score -416964.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -416993.531250 Penalty: 4256.694336
	Iteration 14Q: 3 clusters Score -416993.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -417030.625000 Penalty: 4256.694336
	Iteration 15Q: 3 clusters Score -417030.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -417061.156250 Penalty: 4256.694336
	Iteration 16Q: 3 clusters Score -417061.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -417086.437500 Penalty: 4256.694336
	Iteration 17Q: 3 clusters Score -417086.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -417112.500000 Penalty: 4256.694336
	Iteration 18Q: 3 clusters Score -417112.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -417137.906250 Penalty: 4256.694336
	Iteration 19Q: 3 clusters Score -417137.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -417161.375000 Penalty: 4256.694336
	Iteration 20F: 3 clusters Score -417161.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -417187.093750 Penalty: 4256.694336
	Iteration 21Q: 3 clusters Score -417187.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -417215.625000 Penalty: 4256.694336
	Iteration 22Q: 3 clusters Score -417215.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -417255.250000 Penalty: 4256.694336
	Iteration 23Q: 3 clusters Score -417255.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -417298.687500 Penalty: 4256.694336
	Iteration 24Q: 3 clusters Score -417298.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -417336.531250 Penalty: 4256.694336
	Iteration 25Q: 3 clusters Score -417336.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -417367.812500 Penalty: 4256.694336
	Iteration 26Q: 3 clusters Score -417367.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -417403.500000 Penalty: 4256.694336
	Iteration 27Q: 3 clusters Score -417403.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -417436.656250 Penalty: 4256.694336
	Iteration 28Q: 3 clusters Score -417436.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -417473.468750 Penalty: 4256.694336
	Iteration 29Q: 3 clusters Score -417473.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -417512.656250 Penalty: 4256.694336
	Iteration 30Q: 3 clusters Score -417512.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -417546.593750 Penalty: 4256.694336
	Iteration 31Q: 3 clusters Score -417546.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -417577.281250 Penalty: 4256.694336
	Iteration 32Q: 3 clusters Score -417577.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -417604.437500 Penalty: 4256.694336
	Iteration 33Q: 3 clusters Score -417604.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -417636.031250 Penalty: 4256.694336
	Iteration 34Q: 3 clusters Score -417636 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -417669.000000 Penalty: 4256.694336
	Iteration 35Q: 3 clusters Score -417669 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -417704.593750 Penalty: 4256.694336
	Iteration 36Q: 3 clusters Score -417704.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -417731.937500 Penalty: 4256.694336
	Iteration 37Q: 3 clusters Score -417731.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -417755.437500 Penalty: 4256.694336
	Iteration 38Q: 3 clusters Score -417755.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -417776.625000 Penalty: 4256.694336
	Iteration 39Q: 3 clusters Score -417776.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -417803.218750 Penalty: 4256.694336
	Iteration 40F: 3 clusters Score -417803.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -417826.531250 Penalty: 4256.694336
	Iteration 41Q: 3 clusters Score -417826.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -417842.375000 Penalty: 4256.694336
	Iteration 42Q: 3 clusters Score -417842.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -417855.031250 Penalty: 4256.694336
	Iteration 43Q: 3 clusters Score -417855 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -417872.406250 Penalty: 4256.694336
	Iteration 44Q: 3 clusters Score -417872.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -417890.593750 Penalty: 4256.694336
	Iteration 45Q: 3 clusters Score -417890.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -417900.718750 Penalty: 4256.694336
	Iteration 46Q: 3 clusters Score -417900.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -417907.781250 Penalty: 4256.694336
	Iteration 47Q: 3 clusters Score -417907.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -417914.437500 Penalty: 4256.694336
	Iteration 48Q: 3 clusters Score -417914.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -417924.562500 Penalty: 4256.694336
	Iteration 49Q: 3 clusters Score -417924.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -417933.562500 Penalty: 4256.694336
	Iteration 50Q: 3 clusters Score -417933.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -417941.375000 Penalty: 4256.694336
	Iteration 51Q: 3 clusters Score -417941.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -417944.656250 Penalty: 4256.694336
	Iteration 52Q: 3 clusters Score -417944.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -417947.843750 Penalty: 4256.694336
	Iteration 53Q: 3 clusters Score -417947.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -417951.000000 Penalty: 4256.694336
	Iteration 54Q: 3 clusters Score -417951 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -417954.718750 Penalty: 4256.694336
	Iteration 55Q: 3 clusters Score -417954.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -417958.250000 Penalty: 4256.694336
	Iteration 56Q: 3 clusters Score -417958.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -417959.125000 Penalty: 4256.694336
	Iteration 57Q: 3 clusters Score -417959.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -417959.625000 Penalty: 4256.694336
	Iteration 58Q: 3 clusters Score -417959.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -417960.500000 Penalty: 4256.694336
	Iteration 59Q: 3 clusters Score -417960.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -417960.687500 Penalty: 4256.694336
	Iteration 60F: 3 clusters Score -417960.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -417961.375000 Penalty: 4256.694336
	Iteration 61Q: 3 clusters Score -417961.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -417962.187500 Penalty: 4256.694336
	Iteration 62Q: 3 clusters Score -417962.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -417962.906250 Penalty: 4256.694336
	Iteration 63Q: 3 clusters Score -417962.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -417964.718750 Penalty: 4256.694336
	Iteration 64Q: 3 clusters Score -417964.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -417965.531250 Penalty: 4256.694336
	Iteration 65Q: 3 clusters Score -417965.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -417966.093750 Penalty: 4256.694336
	Iteration 66Q: 3 clusters Score -417966.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -417966.093750 Penalty: 4256.694336
	Iteration 67Q: 3 clusters Score -417966.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -417967.281250 Penalty: 4256.694336
	Iteration 68Q: 3 clusters Score -417967.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -417967.000000 Penalty: 4256.694336
	Iteration 69Q: 3 clusters Score -417967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -417966.937500 Penalty: 4256.694336
	Iteration 70Q: 3 clusters Score -417966.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -417968.093750 Penalty: 4256.694336
	Iteration 71Q: 3 clusters Score -417968.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -417968.593750 Penalty: 4256.694336
	Iteration 72Q: 3 clusters Score -417968.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -417968.937500 Penalty: 4256.694336
	Iteration 73Q: 3 clusters Score -417968.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -417968.937500 Penalty: 4256.694336
	Iteration 74F: 3 clusters Score -417968.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (29564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29564 members 
Entering Unmasked Estep 
Score: -2274991.500000 Penalty: 2552.989502
	Iteration 0F: 2 clusters Score -2274992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -2254683.000000 Penalty: 5105.979004
	Iteration 0F: 3 clusters Score -2254683 nChanged 13356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -2262144.000000 Penalty: 5105.979004
	Iteration 1F: 3 clusters Score -2262144 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 16133 members 
Entering Unmasked Estep 
Score: -2262859.750000 Penalty: 5105.979004
	Iteration 2F: 3 clusters Score -2262860 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -2263734.250000 Penalty: 5105.979004
	Iteration 3F: 3 clusters Score -2263734 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 17691 members 
Entering Unmasked Estep 
Score: -2264672.250000 Penalty: 5105.979004
	Iteration 4F: 3 clusters Score -2264672 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 18617 members 
Entering Unmasked Estep 
Score: -2265571.250000 Penalty: 5105.979004
	Iteration 5F: 3 clusters Score -2265571 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 19596 members 
Entering Unmasked Estep 
Score: -2266443.250000 Penalty: 5105.979004
	Iteration 6F: 3 clusters Score -2266443 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 20589 members 
Entering Unmasked Estep 
Score: -2267316.750000 Penalty: 5105.979004
	Iteration 7Q: 3 clusters Score -2267317 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 21651 members 
Entering Unmasked Estep 
Score: -2268216.750000 Penalty: 5105.979004
	Iteration 8Q: 3 clusters Score -2268217 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 22676 members 
Entering Unmasked Estep 
Score: -2269171.000000 Penalty: 5105.979004
	Iteration 9Q: 3 clusters Score -2269171 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 23515 members 
Entering Unmasked Estep 
Score: -2269968.750000 Penalty: 5105.979004
	Iteration 10Q: 3 clusters Score -2269969 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 24199 members 
Entering Unmasked Estep 
Score: -2270572.250000 Penalty: 5105.979004
	Iteration 11Q: 3 clusters Score -2270572 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 24713 members 
Entering Unmasked Estep 
Score: -2271044.500000 Penalty: 5105.979004
	Iteration 12Q: 3 clusters Score -2271044 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 25135 members 
Entering Unmasked Estep 
Score: -2271372.750000 Penalty: 5105.979004
	Iteration 13Q: 3 clusters Score -2271373 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 25490 members 
Entering Unmasked Estep 
Score: -2271601.500000 Penalty: 5105.979004
	Iteration 14Q: 3 clusters Score -2271602 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 25779 members 
Entering Unmasked Estep 
Score: -2271753.000000 Penalty: 5105.979004
	Iteration 15Q: 3 clusters Score -2271753 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 26010 members 
Entering Unmasked Estep 
Score: -2271872.500000 Penalty: 5105.979004
	Iteration 16Q: 3 clusters Score -2271872 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 26201 members 
Entering Unmasked Estep 
Score: -2271960.500000 Penalty: 5105.979004
	Iteration 17Q: 3 clusters Score -2271960 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 26376 members 
Entering Unmasked Estep 
Score: -2272017.750000 Penalty: 5105.979004
	Iteration 18Q: 3 clusters Score -2272018 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 26532 members 
Entering Unmasked Estep 
Score: -2272079.750000 Penalty: 5105.979004
	Iteration 19Q: 3 clusters Score -2272080 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 26681 members 
Entering Unmasked Estep 
Score: -2272145.500000 Penalty: 5105.979004
	Iteration 20F: 3 clusters Score -2272146 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 26825 members 
Entering Unmasked Estep 
Score: -2272193.750000 Penalty: 5105.979004
	Iteration 21Q: 3 clusters Score -2272194 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 26967 members 
Entering Unmasked Estep 
Score: -2272246.750000 Penalty: 5105.979004
	Iteration 22Q: 3 clusters Score -2272247 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 27114 members 
Entering Unmasked Estep 
Score: -2272300.750000 Penalty: 5105.979004
	Iteration 23Q: 3 clusters Score -2272301 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 27229 members 
Entering Unmasked Estep 
Score: -2272343.000000 Penalty: 5105.979004
	Iteration 24Q: 3 clusters Score -2272343 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 27340 members 
Entering Unmasked Estep 
Score: -2272391.500000 Penalty: 5105.979004
	Iteration 25Q: 3 clusters Score -2272392 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 27423 members 
Entering Unmasked Estep 
Score: -2272413.500000 Penalty: 5105.979004
	Iteration 26Q: 3 clusters Score -2272414 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 27513 members 
Entering Unmasked Estep 
Score: -2272448.500000 Penalty: 5105.979004
	Iteration 27Q: 3 clusters Score -2272448 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 27596 members 
Entering Unmasked Estep 
Score: -2272474.750000 Penalty: 5105.979004
	Iteration 28Q: 3 clusters Score -2272475 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 27695 members 
Entering Unmasked Estep 
Score: -2272505.000000 Penalty: 5105.979004
	Iteration 29Q: 3 clusters Score -2272505 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 27777 members 
Entering Unmasked Estep 
Score: -2272534.250000 Penalty: 5105.979004
	Iteration 30Q: 3 clusters Score -2272534 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 27856 members 
Entering Unmasked Estep 
Score: -2272559.750000 Penalty: 5105.979004
	Iteration 31Q: 3 clusters Score -2272560 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 27916 members 
Entering Unmasked Estep 
Score: -2272582.000000 Penalty: 5105.979004
	Iteration 32Q: 3 clusters Score -2272582 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 27971 members 
Entering Unmasked Estep 
Score: -2272599.750000 Penalty: 5105.979004
	Iteration 33Q: 3 clusters Score -2272600 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 28031 members 
Entering Unmasked Estep 
Score: -2272619.500000 Penalty: 5105.979004
	Iteration 34Q: 3 clusters Score -2272620 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 28076 members 
Entering Unmasked Estep 
Score: -2272638.250000 Penalty: 5105.979004
	Iteration 35Q: 3 clusters Score -2272638 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 28116 members 
Entering Unmasked Estep 
Score: -2272649.750000 Penalty: 5105.979004
	Iteration 36Q: 3 clusters Score -2272650 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 28150 members 
Entering Unmasked Estep 
Score: -2272663.000000 Penalty: 5105.979004
	Iteration 37Q: 3 clusters Score -2272663 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 28176 members 
Entering Unmasked Estep 
Score: -2272670.000000 Penalty: 5105.979004
	Iteration 38Q: 3 clusters Score -2272670 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 28200 members 
Entering Unmasked Estep 
Score: -2272679.250000 Penalty: 5105.979004
	Iteration 39Q: 3 clusters Score -2272679 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 28218 members 
Entering Unmasked Estep 
Score: -2272686.000000 Penalty: 5105.979004
	Iteration 40F: 3 clusters Score -2272686 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 28242 members 
Entering Unmasked Estep 
Score: -2272704.000000 Penalty: 5105.979004
	Iteration 41Q: 3 clusters Score -2272704 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 28262 members 
Entering Unmasked Estep 
Score: -2272712.250000 Penalty: 5105.979004
	Iteration 42Q: 3 clusters Score -2272712 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 28279 members 
Entering Unmasked Estep 
Score: -2272711.750000 Penalty: 5105.979004
	Iteration 43Q: 3 clusters Score -2272712 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 28294 members 
Entering Unmasked Estep 
Score: -2272721.000000 Penalty: 5105.979004
	Iteration 44Q: 3 clusters Score -2272721 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 28306 members 
Entering Unmasked Estep 
Score: -2272724.000000 Penalty: 5105.979004
	Iteration 45Q: 3 clusters Score -2272724 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 28316 members 
Entering Unmasked Estep 
Score: -2272729.750000 Penalty: 5105.979004
	Iteration 46Q: 3 clusters Score -2272730 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 28328 members 
Entering Unmasked Estep 
Score: -2272730.250000 Penalty: 5105.979004
	Iteration 47Q: 3 clusters Score -2272730 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 28343 members 
Entering Unmasked Estep 
Score: -2272734.750000 Penalty: 5105.979004
	Iteration 48Q: 3 clusters Score -2272735 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 28362 members 
Entering Unmasked Estep 
Score: -2272736.750000 Penalty: 5105.979004
	Iteration 49Q: 3 clusters Score -2272737 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 28372 members 
Entering Unmasked Estep 
Score: -2272740.000000 Penalty: 5105.979004
	Iteration 50Q: 3 clusters Score -2272740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 28381 members 
Entering Unmasked Estep 
Score: -2272737.000000 Penalty: 5105.979004
	Iteration 51Q: 3 clusters Score -2272737 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 28386 members 
Entering Unmasked Estep 
Score: -2272739.750000 Penalty: 5105.979004
	Iteration 52Q: 3 clusters Score -2272740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 28391 members 
Entering Unmasked Estep 
Score: -2272742.500000 Penalty: 5105.979004
	Iteration 53Q: 3 clusters Score -2272742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 28397 members 
Entering Unmasked Estep 
Score: -2272748.750000 Penalty: 5105.979004
	Iteration 54Q: 3 clusters Score -2272749 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 28404 members 
Entering Unmasked Estep 
Score: -2272751.000000 Penalty: 5105.979004
	Iteration 55Q: 3 clusters Score -2272751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 28405 members 
Entering Unmasked Estep 
Score: -2272752.000000 Penalty: 5105.979004
	Iteration 56Q: 3 clusters Score -2272752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 28410 members 
Entering Unmasked Estep 
Score: -2272751.750000 Penalty: 5105.979004
	Iteration 57Q: 3 clusters Score -2272752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 28413 members 
Entering Unmasked Estep 
Score: -2272753.750000 Penalty: 5105.979004
	Iteration 58Q: 3 clusters Score -2272754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 28417 members 
Entering Unmasked Estep 
Score: -2272756.000000 Penalty: 5105.979004
	Iteration 59Q: 3 clusters Score -2272756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 28422 members 
Entering Unmasked Estep 
Score: -2272754.500000 Penalty: 5105.979004
	Iteration 60F: 3 clusters Score -2272754 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 28431 members 
Entering Unmasked Estep 
Score: -2272757.750000 Penalty: 5105.979004
	Iteration 61Q: 3 clusters Score -2272758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 28440 members 
Entering Unmasked Estep 
Score: -2272763.500000 Penalty: 5105.979004
	Iteration 62Q: 3 clusters Score -2272764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 28446 members 
Entering Unmasked Estep 
Score: -2272763.000000 Penalty: 5105.979004
	Iteration 63Q: 3 clusters Score -2272763 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 28454 members 
Entering Unmasked Estep 
Score: -2272764.500000 Penalty: 5105.979004
	Iteration 64Q: 3 clusters Score -2272764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 28459 members 
Entering Unmasked Estep 
Score: -2272766.750000 Penalty: 5105.979004
	Iteration 65Q: 3 clusters Score -2272767 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 28466 members 
Entering Unmasked Estep 
Score: -2272770.250000 Penalty: 5105.979004
	Iteration 66Q: 3 clusters Score -2272770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 28469 members 
Entering Unmasked Estep 
Score: -2272770.000000 Penalty: 5105.979004
	Iteration 67Q: 3 clusters Score -2272770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 28472 members 
Entering Unmasked Estep 
Score: -2272772.500000 Penalty: 5105.979004
	Iteration 68Q: 3 clusters Score -2272772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 28474 members 
Entering Unmasked Estep 
Score: -2272773.000000 Penalty: 5105.979004
	Iteration 69Q: 3 clusters Score -2272773 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 28474 members 
Entering Unmasked Estep 
Score: -2272773.000000 Penalty: 5105.979004
	Iteration 70F: 3 clusters Score -2272773 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (24867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24867 members 
Entering Unmasked Estep 
Score: -1958276.000000 Penalty: 2510.081543
	Iteration 0F: 2 clusters Score -1958276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -1941106.875000 Penalty: 5020.163086
	Iteration 0F: 3 clusters Score -1941107 nChanged 11130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -1947902.375000 Penalty: 5020.163086
	Iteration 1F: 3 clusters Score -1947902 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -1948857.500000 Penalty: 5020.163086
	Iteration 2F: 3 clusters Score -1948858 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -1949705.750000 Penalty: 5020.163086
	Iteration 3F: 3 clusters Score -1949706 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -1950588.500000 Penalty: 5020.163086
	Iteration 4F: 3 clusters Score -1950588 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -1951550.250000 Penalty: 5020.163086
	Iteration 5F: 3 clusters Score -1951550 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -1952427.500000 Penalty: 5020.163086
	Iteration 6F: 3 clusters Score -1952428 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -1953128.375000 Penalty: 5020.163086
	Iteration 7F: 3 clusters Score -1953128 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -1953625.375000 Penalty: 5020.163086
	Iteration 8Q: 3 clusters Score -1953625 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -1953935.875000 Penalty: 5020.163086
	Iteration 9Q: 3 clusters Score -1953936 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -1954122.750000 Penalty: 5020.163086
	Iteration 10Q: 3 clusters Score -1954123 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -1954251.375000 Penalty: 5020.163086
	Iteration 11Q: 3 clusters Score -1954251 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -1954340.750000 Penalty: 5020.163086
	Iteration 12Q: 3 clusters Score -1954341 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -1954428.000000 Penalty: 5020.163086
	Iteration 13Q: 3 clusters Score -1954428 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -1954497.500000 Penalty: 5020.163086
	Iteration 14Q: 3 clusters Score -1954498 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -1954564.625000 Penalty: 5020.163086
	Iteration 15Q: 3 clusters Score -1954565 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15317 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -1954621.000000 Penalty: 5020.163086
	Iteration 16Q: 3 clusters Score -1954621 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -1954654.625000 Penalty: 5020.163086
	Iteration 17Q: 3 clusters Score -1954655 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -1954686.875000 Penalty: 5020.163086
	Iteration 18Q: 3 clusters Score -1954687 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -1954714.375000 Penalty: 5020.163086
	Iteration 19Q: 3 clusters Score -1954714 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -1954732.000000 Penalty: 5020.163086
	Iteration 20F: 3 clusters Score -1954732 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -1954754.500000 Penalty: 5020.163086
	Iteration 21Q: 3 clusters Score -1954754 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -1954776.625000 Penalty: 5020.163086
	Iteration 22Q: 3 clusters Score -1954777 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -1954792.375000 Penalty: 5020.163086
	Iteration 23Q: 3 clusters Score -1954792 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16324 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -1954823.000000 Penalty: 5020.163086
	Iteration 24Q: 3 clusters Score -1954823 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16458 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -1954847.625000 Penalty: 5020.163086
	Iteration 25Q: 3 clusters Score -1954848 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16569 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1954860.125000 Penalty: 5020.163086
	Iteration 26Q: 3 clusters Score -1954860 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -1954877.375000 Penalty: 5020.163086
	Iteration 27Q: 3 clusters Score -1954877 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16770 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -1954893.000000 Penalty: 5020.163086
	Iteration 28Q: 3 clusters Score -1954893 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16870 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -1954907.125000 Penalty: 5020.163086
	Iteration 29Q: 3 clusters Score -1954907 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16977 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -1954917.250000 Penalty: 5020.163086
	Iteration 30Q: 3 clusters Score -1954917 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17093 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1954934.625000 Penalty: 5020.163086
	Iteration 31Q: 3 clusters Score -1954935 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17206 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -1954951.375000 Penalty: 5020.163086
	Iteration 32Q: 3 clusters Score -1954951 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17308 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -1954967.125000 Penalty: 5020.163086
	Iteration 33Q: 3 clusters Score -1954967 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17406 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1954975.250000 Penalty: 5020.163086
	Iteration 34Q: 3 clusters Score -1954975 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17510 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1954994.000000 Penalty: 5020.163086
	Iteration 35Q: 3 clusters Score -1954994 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17622 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -1955013.250000 Penalty: 5020.163086
	Iteration 36Q: 3 clusters Score -1955013 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17734 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1955033.250000 Penalty: 5020.163086
	Iteration 37Q: 3 clusters Score -1955033 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17855 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1955050.750000 Penalty: 5020.163086
	Iteration 38Q: 3 clusters Score -1955051 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17962 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1955065.375000 Penalty: 5020.163086
	Iteration 39Q: 3 clusters Score -1955065 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18062 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1955079.375000 Penalty: 5020.163086
	Iteration 40F: 3 clusters Score -1955079 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18174 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -1955094.875000 Penalty: 5020.163086
	Iteration 41Q: 3 clusters Score -1955095 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18299 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1955121.000000 Penalty: 5020.163086
	Iteration 42Q: 3 clusters Score -1955121 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18415 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1955144.500000 Penalty: 5020.163086
	Iteration 43Q: 3 clusters Score -1955144 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18534 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1955170.750000 Penalty: 5020.163086
	Iteration 44Q: 3 clusters Score -1955171 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18669 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1955189.750000 Penalty: 5020.163086
	Iteration 45Q: 3 clusters Score -1955190 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18802 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1955213.125000 Penalty: 5020.163086
	Iteration 46Q: 3 clusters Score -1955213 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18924 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1955241.375000 Penalty: 5020.163086
	Iteration 47Q: 3 clusters Score -1955241 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19042 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1955269.125000 Penalty: 5020.163086
	Iteration 48Q: 3 clusters Score -1955269 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19161 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1955291.000000 Penalty: 5020.163086
	Iteration 49Q: 3 clusters Score -1955291 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19295 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1955319.000000 Penalty: 5020.163086
	Iteration 50Q: 3 clusters Score -1955319 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19434 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1955347.750000 Penalty: 5020.163086
	Iteration 51Q: 3 clusters Score -1955348 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19580 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1955367.500000 Penalty: 5020.163086
	Iteration 52Q: 3 clusters Score -1955368 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19717 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1955397.750000 Penalty: 5020.163086
	Iteration 53Q: 3 clusters Score -1955398 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1955424.875000 Penalty: 5020.163086
	Iteration 54Q: 3 clusters Score -1955425 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19985 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1955455.375000 Penalty: 5020.163086
	Iteration 55Q: 3 clusters Score -1955455 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20115 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1955485.375000 Penalty: 5020.163086
	Iteration 56Q: 3 clusters Score -1955485 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20232 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1955514.625000 Penalty: 5020.163086
	Iteration 57Q: 3 clusters Score -1955515 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20356 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1955541.375000 Penalty: 5020.163086
	Iteration 58Q: 3 clusters Score -1955541 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20467 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1955562.125000 Penalty: 5020.163086
	Iteration 59Q: 3 clusters Score -1955562 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20570 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1955589.750000 Penalty: 5020.163086
	Iteration 60F: 3 clusters Score -1955590 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20666 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -1955599.250000 Penalty: 5020.163086
	Iteration 61Q: 3 clusters Score -1955599 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20761 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1955610.125000 Penalty: 5020.163086
	Iteration 62Q: 3 clusters Score -1955610 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20846 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1955626.875000 Penalty: 5020.163086
	Iteration 63Q: 3 clusters Score -1955627 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20925 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1955641.000000 Penalty: 5020.163086
	Iteration 64Q: 3 clusters Score -1955641 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21000 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1955670.375000 Penalty: 5020.163086
	Iteration 65Q: 3 clusters Score -1955670 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21072 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -1955683.750000 Penalty: 5020.163086
	Iteration 66Q: 3 clusters Score -1955684 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21136 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1955696.250000 Penalty: 5020.163086
	Iteration 67Q: 3 clusters Score -1955696 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21189 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1955701.250000 Penalty: 5020.163086
	Iteration 68Q: 3 clusters Score -1955701 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21250 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1955718.250000 Penalty: 5020.163086
	Iteration 69Q: 3 clusters Score -1955718 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21294 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -1955728.000000 Penalty: 5020.163086
	Iteration 70Q: 3 clusters Score -1955728 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21333 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1955729.750000 Penalty: 5020.163086
	Iteration 71Q: 3 clusters Score -1955730 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21378 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1955741.750000 Penalty: 5020.163086
	Iteration 72Q: 3 clusters Score -1955742 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21415 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1955751.125000 Penalty: 5020.163086
	Iteration 73Q: 3 clusters Score -1955751 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21464 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1955759.250000 Penalty: 5020.163086
	Iteration 74Q: 3 clusters Score -1955759 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21516 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1955767.500000 Penalty: 5020.163086
	Iteration 75Q: 3 clusters Score -1955768 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21562 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1955770.875000 Penalty: 5020.163086
	Iteration 76Q: 3 clusters Score -1955771 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21601 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1955780.750000 Penalty: 5020.163086
	Iteration 77Q: 3 clusters Score -1955781 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21637 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1955782.125000 Penalty: 5020.163086
	Iteration 78Q: 3 clusters Score -1955782 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21665 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1955785.250000 Penalty: 5020.163086
	Iteration 79Q: 3 clusters Score -1955785 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21688 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -1955788.375000 Penalty: 5020.163086
	Iteration 80F: 3 clusters Score -1955788 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21716 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1955789.750000 Penalty: 5020.163086
	Iteration 81Q: 3 clusters Score -1955790 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21739 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1955795.750000 Penalty: 5020.163086
	Iteration 82Q: 3 clusters Score -1955796 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21761 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1955799.375000 Penalty: 5020.163086
	Iteration 83Q: 3 clusters Score -1955799 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21790 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1955811.750000 Penalty: 5020.163086
	Iteration 84Q: 3 clusters Score -1955812 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21821 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1955819.250000 Penalty: 5020.163086
	Iteration 85Q: 3 clusters Score -1955819 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21851 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1955824.750000 Penalty: 5020.163086
	Iteration 86Q: 3 clusters Score -1955825 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21880 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1955825.250000 Penalty: 5020.163086
	Iteration 87Q: 3 clusters Score -1955825 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21911 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1955829.375000 Penalty: 5020.163086
	Iteration 88Q: 3 clusters Score -1955829 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21937 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1955834.000000 Penalty: 5020.163086
	Iteration 89Q: 3 clusters Score -1955834 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21966 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -1955839.875000 Penalty: 5020.163086
	Iteration 90Q: 3 clusters Score -1955840 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21994 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1955842.625000 Penalty: 5020.163086
	Iteration 91Q: 3 clusters Score -1955843 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22018 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1955852.875000 Penalty: 5020.163086
	Iteration 92Q: 3 clusters Score -1955853 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22039 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1955854.625000 Penalty: 5020.163086
	Iteration 93Q: 3 clusters Score -1955855 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22063 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1955856.000000 Penalty: 5020.163086
	Iteration 94Q: 3 clusters Score -1955856 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22081 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1955855.500000 Penalty: 5020.163086
	Iteration 95Q: 3 clusters Score -1955856 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22099 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -1955860.750000 Penalty: 5020.163086
	Iteration 96Q: 3 clusters Score -1955861 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22117 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1955861.250000 Penalty: 5020.163086
	Iteration 97Q: 3 clusters Score -1955861 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22140 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1955865.625000 Penalty: 5020.163086
	Iteration 98Q: 3 clusters Score -1955866 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22156 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1955871.375000 Penalty: 5020.163086
	Iteration 99Q: 3 clusters Score -1955871 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22175 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1955875.500000 Penalty: 5020.163086
	Iteration 100F: 3 clusters Score -1955876 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22195 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1955877.250000 Penalty: 5020.163086
	Iteration 101Q: 3 clusters Score -1955877 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22215 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1955876.500000 Penalty: 5020.163086
	Iteration 102Q: 3 clusters Score -1955876 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22235 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1955874.500000 Penalty: 5020.163086
	Iteration 103Q: 3 clusters Score -1955874 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22259 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -1955880.375000 Penalty: 5020.163086
	Iteration 104Q: 3 clusters Score -1955880 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22281 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1955886.250000 Penalty: 5020.163086
	Iteration 105Q: 3 clusters Score -1955886 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22311 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1955890.000000 Penalty: 5020.163086
	Iteration 106Q: 3 clusters Score -1955890 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22336 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1955889.750000 Penalty: 5020.163086
	Iteration 107Q: 3 clusters Score -1955890 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22358 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1955898.625000 Penalty: 5020.163086
	Iteration 108Q: 3 clusters Score -1955899 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22377 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1955904.250000 Penalty: 5020.163086
	Iteration 109Q: 3 clusters Score -1955904 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22398 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1955908.625000 Penalty: 5020.163086
	Iteration 110Q: 3 clusters Score -1955909 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22424 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1955914.625000 Penalty: 5020.163086
	Iteration 111Q: 3 clusters Score -1955915 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22452 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1955917.125000 Penalty: 5020.163086
	Iteration 112Q: 3 clusters Score -1955917 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22482 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1955927.125000 Penalty: 5020.163086
	Iteration 113Q: 3 clusters Score -1955927 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22508 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1955937.625000 Penalty: 5020.163086
	Iteration 114Q: 3 clusters Score -1955938 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22535 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1955935.375000 Penalty: 5020.163086
	Iteration 115Q: 3 clusters Score -1955935 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22560 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1955947.625000 Penalty: 5020.163086
	Iteration 116Q: 3 clusters Score -1955948 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22588 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1955952.125000 Penalty: 5020.163086
	Iteration 117Q: 3 clusters Score -1955952 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22619 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1955954.375000 Penalty: 5020.163086
	Iteration 118Q: 3 clusters Score -1955954 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22663 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1955965.125000 Penalty: 5020.163086
	Iteration 119Q: 3 clusters Score -1955965 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22695 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1955972.875000 Penalty: 5020.163086
	Iteration 120F: 3 clusters Score -1955973 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22728 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1955985.625000 Penalty: 5020.163086
	Iteration 121Q: 3 clusters Score -1955986 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22754 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1955992.500000 Penalty: 5020.163086
	Iteration 122Q: 3 clusters Score -1955992 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22772 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1955995.375000 Penalty: 5020.163086
	Iteration 123Q: 3 clusters Score -1955995 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22788 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1955998.000000 Penalty: 5020.163086
	Iteration 124Q: 3 clusters Score -1955998 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22803 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1956001.625000 Penalty: 5020.163086
	Iteration 125Q: 3 clusters Score -1956002 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22820 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1956006.000000 Penalty: 5020.163086
	Iteration 126Q: 3 clusters Score -1956006 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22832 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1956007.625000 Penalty: 5020.163086
	Iteration 127Q: 3 clusters Score -1956008 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22848 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1956015.500000 Penalty: 5020.163086
	Iteration 128Q: 3 clusters Score -1956016 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22867 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1956019.125000 Penalty: 5020.163086
	Iteration 129Q: 3 clusters Score -1956019 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22888 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1956020.500000 Penalty: 5020.163086
	Iteration 130Q: 3 clusters Score -1956020 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22906 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1956025.250000 Penalty: 5020.163086
	Iteration 131Q: 3 clusters Score -1956025 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22922 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1956028.250000 Penalty: 5020.163086
	Iteration 132Q: 3 clusters Score -1956028 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22935 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1956029.250000 Penalty: 5020.163086
	Iteration 133Q: 3 clusters Score -1956029 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22944 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1956030.000000 Penalty: 5020.163086
	Iteration 134Q: 3 clusters Score -1956030 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22952 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1956031.625000 Penalty: 5020.163086
	Iteration 135Q: 3 clusters Score -1956032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22961 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1956033.000000 Penalty: 5020.163086
	Iteration 136Q: 3 clusters Score -1956033 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22975 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1956037.875000 Penalty: 5020.163086
	Iteration 137Q: 3 clusters Score -1956038 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22988 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1956040.625000 Penalty: 5020.163086
	Iteration 138Q: 3 clusters Score -1956041 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22997 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1956048.125000 Penalty: 5020.163086
	Iteration 139Q: 3 clusters Score -1956048 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23008 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1956043.375000 Penalty: 5020.163086
	Iteration 140F: 3 clusters Score -1956043 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23022 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1956045.125000 Penalty: 5020.163086
	Iteration 141Q: 3 clusters Score -1956045 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23034 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1956048.625000 Penalty: 5020.163086
	Iteration 142Q: 3 clusters Score -1956049 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23047 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1956053.000000 Penalty: 5020.163086
	Iteration 143Q: 3 clusters Score -1956053 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23070 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1956057.500000 Penalty: 5020.163086
	Iteration 144Q: 3 clusters Score -1956058 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23088 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1956064.625000 Penalty: 5020.163086
	Iteration 145Q: 3 clusters Score -1956065 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23112 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1956073.250000 Penalty: 5020.163086
	Iteration 146Q: 3 clusters Score -1956073 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23135 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1956075.250000 Penalty: 5020.163086
	Iteration 147Q: 3 clusters Score -1956075 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23155 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1956083.625000 Penalty: 5020.163086
	Iteration 148Q: 3 clusters Score -1956084 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23164 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1956084.250000 Penalty: 5020.163086
	Iteration 149Q: 3 clusters Score -1956084 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23175 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1956088.375000 Penalty: 5020.163086
	Iteration 150Q: 3 clusters Score -1956088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23179 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -1956088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23181 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1956091.500000 Penalty: 5020.163086
	Iteration 152Q: 3 clusters Score -1956092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23184 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1956092.875000 Penalty: 5020.163086
	Iteration 153Q: 3 clusters Score -1956093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23185 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1956093.625000 Penalty: 5020.163086
	Iteration 154Q: 3 clusters Score -1956094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23192 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1956099.125000 Penalty: 5020.163086
	Iteration 155Q: 3 clusters Score -1956099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23196 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1956095.125000 Penalty: 5020.163086
	Iteration 156Q: 3 clusters Score -1956095 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23198 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1956095.500000 Penalty: 5020.163086
	Iteration 157Q: 3 clusters Score -1956096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23199 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1956096.750000 Penalty: 5020.163086
	Iteration 158Q: 3 clusters Score -1956097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23200 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1956095.000000 Penalty: 5020.163086
	Iteration 159Q: 3 clusters Score -1956095 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23204 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1956097.125000 Penalty: 5020.163086
	Iteration 160F: 3 clusters Score -1956097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23206 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1956098.625000 Penalty: 5020.163086
	Iteration 161Q: 3 clusters Score -1956099 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23210 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1956097.500000 Penalty: 5020.163086
	Iteration 162Q: 3 clusters Score -1956098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23215 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1956101.750000 Penalty: 5020.163086
	Iteration 163Q: 3 clusters Score -1956102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23224 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1956103.750000 Penalty: 5020.163086
	Iteration 164Q: 3 clusters Score -1956104 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23234 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1956099.375000 Penalty: 5020.163086
	Iteration 165Q: 3 clusters Score -1956099 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23246 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1956106.875000 Penalty: 5020.163086
	Iteration 166Q: 3 clusters Score -1956107 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23254 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1956110.875000 Penalty: 5020.163086
	Iteration 167Q: 3 clusters Score -1956111 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23265 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1956114.375000 Penalty: 5020.163086
	Iteration 168Q: 3 clusters Score -1956114 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23277 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1956115.625000 Penalty: 5020.163086
	Iteration 169Q: 3 clusters Score -1956116 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23299 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1956126.375000 Penalty: 5020.163086
	Iteration 170Q: 3 clusters Score -1956126 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23313 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1956129.125000 Penalty: 5020.163086
	Iteration 171Q: 3 clusters Score -1956129 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23323 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1956132.125000 Penalty: 5020.163086
	Iteration 172Q: 3 clusters Score -1956132 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23334 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1956138.625000 Penalty: 5020.163086
	Iteration 173Q: 3 clusters Score -1956139 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23344 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1956138.625000 Penalty: 5020.163086
	Iteration 174Q: 3 clusters Score -1956139 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23361 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1956141.375000 Penalty: 5020.163086
	Iteration 175Q: 3 clusters Score -1956141 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23374 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1956143.250000 Penalty: 5020.163086
	Iteration 176Q: 3 clusters Score -1956143 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23386 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1956151.000000 Penalty: 5020.163086
	Iteration 177Q: 3 clusters Score -1956151 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23403 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1956152.750000 Penalty: 5020.163086
	Iteration 178Q: 3 clusters Score -1956153 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23412 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1956150.500000 Penalty: 5020.163086
	Iteration 179Q: 3 clusters Score -1956150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23418 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1956146.750000 Penalty: 5020.163086
	Iteration 180F: 3 clusters Score -1956147 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23424 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1956146.625000 Penalty: 5020.163086
	Iteration 181Q: 3 clusters Score -1956147 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23428 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1956149.125000 Penalty: 5020.163086
	Iteration 182Q: 3 clusters Score -1956149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23431 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1956148.875000 Penalty: 5020.163086
	Iteration 183Q: 3 clusters Score -1956149 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23437 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1956155.000000 Penalty: 5020.163086
	Iteration 184Q: 3 clusters Score -1956155 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23447 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1956155.125000 Penalty: 5020.163086
	Iteration 185Q: 3 clusters Score -1956155 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23453 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1956160.750000 Penalty: 5020.163086
	Iteration 186Q: 3 clusters Score -1956161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23457 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1956161.125000 Penalty: 5020.163086
	Iteration 187Q: 3 clusters Score -1956161 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23462 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1956161.250000 Penalty: 5020.163086
	Iteration 188Q: 3 clusters Score -1956161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23466 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1956161.125000 Penalty: 5020.163086
	Iteration 189Q: 3 clusters Score -1956161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23469 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1956163.375000 Penalty: 5020.163086
	Iteration 190Q: 3 clusters Score -1956163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23472 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1956165.000000 Penalty: 5020.163086
	Iteration 191Q: 3 clusters Score -1956165 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23476 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1956163.000000 Penalty: 5020.163086
	Iteration 192Q: 3 clusters Score -1956163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23481 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1956168.625000 Penalty: 5020.163086
	Iteration 193Q: 3 clusters Score -1956169 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23486 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1956172.750000 Penalty: 5020.163086
	Iteration 194Q: 3 clusters Score -1956173 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23492 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1956171.125000 Penalty: 5020.163086
	Iteration 195Q: 3 clusters Score -1956171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23496 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1956174.500000 Penalty: 5020.163086
	Iteration 196Q: 3 clusters Score -1956174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23500 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1956176.875000 Penalty: 5020.163086
	Iteration 197Q: 3 clusters Score -1956177 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23506 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1956177.125000 Penalty: 5020.163086
	Iteration 198Q: 3 clusters Score -1956177 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23512 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1956180.125000 Penalty: 5020.163086
	Iteration 199Q: 3 clusters Score -1956180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23517 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1956178.875000 Penalty: 5020.163086
	Iteration 200F: 3 clusters Score -1956179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23520 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1956178.375000 Penalty: 5020.163086
	Iteration 201Q: 3 clusters Score -1956178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23523 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1956179.000000 Penalty: 5020.163086
	Iteration 202Q: 3 clusters Score -1956179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23525 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1956179.875000 Penalty: 5020.163086
	Iteration 203Q: 3 clusters Score -1956180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23526 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1956181.375000 Penalty: 5020.163086
	Iteration 204Q: 3 clusters Score -1956181 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23526 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1956181.375000 Penalty: 5020.163086
	Iteration 205F: 3 clusters Score -1956181 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (16059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Entering Unmasked Estep 
Score: -1323737.500000 Penalty: 2401.638184
	Iteration 0F: 2 clusters Score -1323738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1312237.250000 Penalty: 4803.276367
	Iteration 0F: 3 clusters Score -1312237 nChanged 6975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -1316054.875000 Penalty: 4803.276367
	Iteration 1F: 3 clusters Score -1316055 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -1316690.750000 Penalty: 4803.276367
	Iteration 2F: 3 clusters Score -1316691 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -1317415.250000 Penalty: 4803.276367
	Iteration 3F: 3 clusters Score -1317415 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -1318208.500000 Penalty: 4803.276367
	Iteration 4F: 3 clusters Score -1318208 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -1319029.750000 Penalty: 4803.276367
	Iteration 5F: 3 clusters Score -1319030 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -1319826.625000 Penalty: 4803.276367
	Iteration 6F: 3 clusters Score -1319827 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -1320478.250000 Penalty: 4803.276367
	Iteration 7F: 3 clusters Score -1320478 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -1320984.375000 Penalty: 4803.276367
	Iteration 8Q: 3 clusters Score -1320984 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -1321345.375000 Penalty: 4803.276367
	Iteration 9Q: 3 clusters Score -1321345 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -1321567.375000 Penalty: 4803.276367
	Iteration 10Q: 3 clusters Score -1321567 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -1321698.750000 Penalty: 4803.276367
	Iteration 11Q: 3 clusters Score -1321699 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -1321783.000000 Penalty: 4803.276367
	Iteration 12Q: 3 clusters Score -1321783 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -1321860.000000 Penalty: 4803.276367
	Iteration 13Q: 3 clusters Score -1321860 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -1321909.000000 Penalty: 4803.276367
	Iteration 14Q: 3 clusters Score -1321909 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -1321946.250000 Penalty: 4803.276367
	Iteration 15Q: 3 clusters Score -1321946 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -1321981.625000 Penalty: 4803.276367
	Iteration 16Q: 3 clusters Score -1321982 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -1322011.125000 Penalty: 4803.276367
	Iteration 17Q: 3 clusters Score -1322011 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -1322030.625000 Penalty: 4803.276367
	Iteration 18Q: 3 clusters Score -1322031 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -1322062.250000 Penalty: 4803.276367
	Iteration 19Q: 3 clusters Score -1322062 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -1322081.375000 Penalty: 4803.276367
	Iteration 20F: 3 clusters Score -1322081 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -1322106.875000 Penalty: 4803.276367
	Iteration 21Q: 3 clusters Score -1322107 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -1322128.125000 Penalty: 4803.276367
	Iteration 22Q: 3 clusters Score -1322128 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -1322151.125000 Penalty: 4803.276367
	Iteration 23Q: 3 clusters Score -1322151 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -1322171.875000 Penalty: 4803.276367
	Iteration 24Q: 3 clusters Score -1322172 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -1322190.625000 Penalty: 4803.276367
	Iteration 25Q: 3 clusters Score -1322191 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -1322201.125000 Penalty: 4803.276367
	Iteration 26Q: 3 clusters Score -1322201 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -1322208.000000 Penalty: 4803.276367
	Iteration 27Q: 3 clusters Score -1322208 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -1322219.750000 Penalty: 4803.276367
	Iteration 28Q: 3 clusters Score -1322220 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -1322226.375000 Penalty: 4803.276367
	Iteration 29Q: 3 clusters Score -1322226 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 14857 members 
Entering Unmasked Estep 
Score: -1322237.750000 Penalty: 4803.276367
	Iteration 30Q: 3 clusters Score -1322238 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -1322242.875000 Penalty: 4803.276367
	Iteration 31Q: 3 clusters Score -1322243 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -1322249.625000 Penalty: 4803.276367
	Iteration 32Q: 3 clusters Score -1322250 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -1322262.875000 Penalty: 4803.276367
	Iteration 33Q: 3 clusters Score -1322263 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -1322273.625000 Penalty: 4803.276367
	Iteration 34Q: 3 clusters Score -1322274 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -1322283.500000 Penalty: 4803.276367
	Iteration 35Q: 3 clusters Score -1322284 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -1322288.125000 Penalty: 4803.276367
	Iteration 36Q: 3 clusters Score -1322288 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 15008 members 
Entering Unmasked Estep 
Score: -1322300.625000 Penalty: 4803.276367
	Iteration 37Q: 3 clusters Score -1322301 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 15025 members 
Entering Unmasked Estep 
Score: -1322302.375000 Penalty: 4803.276367
	Iteration 38Q: 3 clusters Score -1322302 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -1322306.750000 Penalty: 4803.276367
	Iteration 39Q: 3 clusters Score -1322307 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -1322316.875000 Penalty: 4803.276367
	Iteration 40F: 3 clusters Score -1322317 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
Score: -1322324.625000 Penalty: 4803.276367
	Iteration 41Q: 3 clusters Score -1322325 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
Score: -1322330.750000 Penalty: 4803.276367
	Iteration 42Q: 3 clusters Score -1322331 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -1322337.625000 Penalty: 4803.276367
	Iteration 43Q: 3 clusters Score -1322338 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -1322341.750000 Penalty: 4803.276367
	Iteration 44Q: 3 clusters Score -1322342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -1322347.500000 Penalty: 4803.276367
	Iteration 45Q: 3 clusters Score -1322348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -1322349.875000 Penalty: 4803.276367
	Iteration 46Q: 3 clusters Score -1322350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -1322352.375000 Penalty: 4803.276367
	Iteration 47Q: 3 clusters Score -1322352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -1322355.250000 Penalty: 4803.276367
	Iteration 48Q: 3 clusters Score -1322355 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
Score: -1322364.750000 Penalty: 4803.276367
	Iteration 49Q: 3 clusters Score -1322365 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
Score: -1322369.125000 Penalty: 4803.276367
	Iteration 50Q: 3 clusters Score -1322369 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -1322371.750000 Penalty: 4803.276367
	Iteration 51Q: 3 clusters Score -1322372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -1322374.125000 Penalty: 4803.276367
	Iteration 52Q: 3 clusters Score -1322374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -1322374.125000 Penalty: 4803.276367
	Iteration 53F: 3 clusters Score -1322374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (113115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113115 members 
Entering Unmasked Estep 
Score: -9035092.000000 Penalty: 2885.767578
	Iteration 0F: 2 clusters Score -9035092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56615 members 
Mstep: Class 2 contains 56500 members 
Entering Unmasked Estep 
Score: -8959557.000000 Penalty: 5771.535156
	Iteration 0F: 3 clusters Score -8959557 nChanged 53656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58011 members 
Mstep: Class 2 contains 55104 members 
Entering Unmasked Estep 
Score: -8990386.000000 Penalty: 5771.535156
	Iteration 1F: 3 clusters Score -8990386 nChanged 3929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59286 members 
Mstep: Class 2 contains 53829 members 
Entering Unmasked Estep 
Score: -8991465.000000 Penalty: 5771.535156
	Iteration 2Q: 3 clusters Score -8991465 nChanged 4401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61203 members 
Mstep: Class 2 contains 51912 members 
Entering Unmasked Estep 
Score: -8992825.000000 Penalty: 5771.535156
	Iteration 3Q: 3 clusters Score -8992825 nChanged 5052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64031 members 
Mstep: Class 2 contains 49084 members 
Entering Unmasked Estep 
Score: -8994803.000000 Penalty: 5771.535156
	Iteration 4Q: 3 clusters Score -8994803 nChanged 5902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67969 members 
Mstep: Class 2 contains 45146 members 
Entering Unmasked Estep 
Score: -8997618.000000 Penalty: 5771.535156
	Iteration 5F: 3 clusters Score -8997618 nChanged 6684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72949 members 
Mstep: Class 2 contains 40166 members 
Entering Unmasked Estep 
Score: -9001251.000000 Penalty: 5771.535156
	Iteration 6F: 3 clusters Score -9001251 nChanged 7111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78722 members 
Mstep: Class 2 contains 34393 members 
Entering Unmasked Estep 
Score: -9005706.000000 Penalty: 5771.535156
	Iteration 7F: 3 clusters Score -9005706 nChanged 7182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84964 members 
Mstep: Class 2 contains 28151 members 
Entering Unmasked Estep 
Score: -9010732.000000 Penalty: 5771.535156
	Iteration 8F: 3 clusters Score -9010732 nChanged 6750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91088 members 
Mstep: Class 2 contains 22027 members 
Entering Unmasked Estep 
Score: -9015753.000000 Penalty: 5771.535156
	Iteration 9F: 3 clusters Score -9015753 nChanged 5806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96540 members 
Mstep: Class 2 contains 16575 members 
Entering Unmasked Estep 
Score: -9020409.000000 Penalty: 5771.535156
	Iteration 10F: 3 clusters Score -9020409 nChanged 4630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100996 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -9024469.000000 Penalty: 5771.535156
	Iteration 11Q: 3 clusters Score -9024469 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104124 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -9027351.000000 Penalty: 5771.535156
	Iteration 12Q: 3 clusters Score -9027351 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106206 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -9029185.000000 Penalty: 5771.535156
	Iteration 13Q: 3 clusters Score -9029185 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107572 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -9030356.000000 Penalty: 5771.535156
	Iteration 14Q: 3 clusters Score -9030356 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108464 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -9030961.000000 Penalty: 5771.535156
	Iteration 15Q: 3 clusters Score -9030961 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109096 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -9031410.000000 Penalty: 5771.535156
	Iteration 16Q: 3 clusters Score -9031410 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109579 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -9031680.000000 Penalty: 5771.535156
	Iteration 17Q: 3 clusters Score -9031680 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109984 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -9031931.000000 Penalty: 5771.535156
	Iteration 18Q: 3 clusters Score -9031931 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110272 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -9032092.000000 Penalty: 5771.535156
	Iteration 19Q: 3 clusters Score -9032092 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110519 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -9032233.000000 Penalty: 5771.535156
	Iteration 20F: 3 clusters Score -9032233 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110710 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -9032318.000000 Penalty: 5771.535156
	Iteration 21Q: 3 clusters Score -9032318 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110869 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -9032432.000000 Penalty: 5771.535156
	Iteration 22Q: 3 clusters Score -9032432 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111001 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -9032496.000000 Penalty: 5771.535156
	Iteration 23Q: 3 clusters Score -9032496 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111098 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -9032538.000000 Penalty: 5771.535156
	Iteration 24Q: 3 clusters Score -9032538 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111192 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -9032575.000000 Penalty: 5771.535156
	Iteration 25Q: 3 clusters Score -9032575 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111272 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -9032609.000000 Penalty: 5771.535156
	Iteration 26Q: 3 clusters Score -9032609 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111323 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -9032629.000000 Penalty: 5771.535156
	Iteration 27Q: 3 clusters Score -9032629 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111375 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -9032669.000000 Penalty: 5771.535156
	Iteration 28Q: 3 clusters Score -9032669 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111425 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -9032695.000000 Penalty: 5771.535156
	Iteration 29Q: 3 clusters Score -9032695 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111460 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -9032715.000000 Penalty: 5771.535156
	Iteration 30Q: 3 clusters Score -9032715 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111484 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -9032724.000000 Penalty: 5771.535156
	Iteration 31Q: 3 clusters Score -9032724 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111514 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -9032735.000000 Penalty: 5771.535156
	Iteration 32Q: 3 clusters Score -9032735 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111540 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -9032735.000000 Penalty: 5771.535156
	Iteration 33Q: 3 clusters Score -9032735 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111562 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -9032750.000000 Penalty: 5771.535156
	Iteration 34Q: 3 clusters Score -9032750 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111581 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -9032747.000000 Penalty: 5771.535156
	Iteration 35Q: 3 clusters Score -9032747 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111594 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -9032732.000000 Penalty: 5771.535156
	Iteration 36Q: 3 clusters Score -9032732 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111605 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -9032747.000000 Penalty: 5771.535156
	Iteration 37Q: 3 clusters Score -9032747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111606 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -9032753.000000 Penalty: 5771.535156
	Iteration 38Q: 3 clusters Score -9032753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111609 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -9032757.000000 Penalty: 5771.535156
	Iteration 39Q: 3 clusters Score -9032757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111610 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -9032759.000000 Penalty: 5771.535156
	Iteration 40F: 3 clusters Score -9032759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111612 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -9032763.000000 Penalty: 5771.535156
	Iteration 41Q: 3 clusters Score -9032763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111614 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -9032772.000000 Penalty: 5771.535156
	Iteration 42Q: 3 clusters Score -9032772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111614 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -9032764.000000 Penalty: 5771.535156
	Iteration 43Q: 3 clusters Score -9032764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111616 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -9032771.000000 Penalty: 5771.535156
	Iteration 44Q: 3 clusters Score -9032771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111618 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -9032765.000000 Penalty: 5771.535156
	Iteration 45Q: 3 clusters Score -9032765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111619 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -9032764.000000 Penalty: 5771.535156
	Iteration 46Q: 3 clusters Score -9032764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111619 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -9032764.000000 Penalty: 5771.535156
	Iteration 47F: 3 clusters Score -9032764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (27329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27329 members 
Entering Unmasked Estep 
Score: -2242786.500000 Penalty: 2533.494629
	Iteration 0F: 2 clusters Score -2242786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -2223824.000000 Penalty: 5066.989258
	Iteration 0F: 3 clusters Score -2223824 nChanged 12352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -2230421.250000 Penalty: 5066.989258
	Iteration 1F: 3 clusters Score -2230421 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -2230848.750000 Penalty: 5066.989258
	Iteration 2Q: 3 clusters Score -2230849 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -2231216.000000 Penalty: 5066.989258
	Iteration 3Q: 3 clusters Score -2231216 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -2231579.750000 Penalty: 5066.989258
	Iteration 4Q: 3 clusters Score -2231580 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -2231887.500000 Penalty: 5066.989258
	Iteration 5Q: 3 clusters Score -2231888 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -2232206.500000 Penalty: 5066.989258
	Iteration 6Q: 3 clusters Score -2232206 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -2232538.250000 Penalty: 5066.989258
	Iteration 7Q: 3 clusters Score -2232538 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -2232896.500000 Penalty: 5066.989258
	Iteration 8Q: 3 clusters Score -2232896 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -2233328.750000 Penalty: 5066.989258
	Iteration 9Q: 3 clusters Score -2233329 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -2233839.000000 Penalty: 5066.989258
	Iteration 10Q: 3 clusters Score -2233839 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -2234469.250000 Penalty: 5066.989258
	Iteration 11Q: 3 clusters Score -2234469 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15134 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -2235218.250000 Penalty: 5066.989258
	Iteration 12Q: 3 clusters Score -2235218 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -2236054.250000 Penalty: 5066.989258
	Iteration 13Q: 3 clusters Score -2236054 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -2236847.500000 Penalty: 5066.989258
	Iteration 14Q: 3 clusters Score -2236848 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16381 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -2237496.500000 Penalty: 5066.989258
	Iteration 15Q: 3 clusters Score -2237496 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16683 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -2237841.250000 Penalty: 5066.989258
	Iteration 16Q: 3 clusters Score -2237841 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16954 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -2238023.000000 Penalty: 5066.989258
	Iteration 17Q: 3 clusters Score -2238023 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17177 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -2238119.750000 Penalty: 5066.989258
	Iteration 18Q: 3 clusters Score -2238120 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -2238192.250000 Penalty: 5066.989258
	Iteration 19Q: 3 clusters Score -2238192 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17575 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -2238250.000000 Penalty: 5066.989258
	Iteration 20F: 3 clusters Score -2238250 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17774 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -2238306.500000 Penalty: 5066.989258
	Iteration 21Q: 3 clusters Score -2238306 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -2238367.500000 Penalty: 5066.989258
	Iteration 22Q: 3 clusters Score -2238368 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18206 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -2238408.250000 Penalty: 5066.989258
	Iteration 23Q: 3 clusters Score -2238408 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18386 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -2238445.250000 Penalty: 5066.989258
	Iteration 24Q: 3 clusters Score -2238445 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18539 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -2238485.250000 Penalty: 5066.989258
	Iteration 25Q: 3 clusters Score -2238485 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18715 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -2238511.000000 Penalty: 5066.989258
	Iteration 26Q: 3 clusters Score -2238511 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18866 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -2238547.250000 Penalty: 5066.989258
	Iteration 27Q: 3 clusters Score -2238547 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -2238580.500000 Penalty: 5066.989258
	Iteration 28Q: 3 clusters Score -2238580 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19193 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -2238619.250000 Penalty: 5066.989258
	Iteration 29Q: 3 clusters Score -2238619 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19405 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -2238664.500000 Penalty: 5066.989258
	Iteration 30Q: 3 clusters Score -2238664 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19629 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -2238724.000000 Penalty: 5066.989258
	Iteration 31Q: 3 clusters Score -2238724 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19827 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -2238773.750000 Penalty: 5066.989258
	Iteration 32Q: 3 clusters Score -2238774 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20018 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -2238806.500000 Penalty: 5066.989258
	Iteration 33Q: 3 clusters Score -2238806 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20216 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -2238852.750000 Penalty: 5066.989258
	Iteration 34Q: 3 clusters Score -2238853 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20415 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -2238899.000000 Penalty: 5066.989258
	Iteration 35Q: 3 clusters Score -2238899 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20610 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -2238937.000000 Penalty: 5066.989258
	Iteration 36Q: 3 clusters Score -2238937 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20804 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -2238980.250000 Penalty: 5066.989258
	Iteration 37Q: 3 clusters Score -2238980 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21010 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -2239035.500000 Penalty: 5066.989258
	Iteration 38Q: 3 clusters Score -2239036 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21235 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -2239098.250000 Penalty: 5066.989258
	Iteration 39Q: 3 clusters Score -2239098 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21447 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -2239150.750000 Penalty: 5066.989258
	Iteration 40F: 3 clusters Score -2239151 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21661 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -2239215.750000 Penalty: 5066.989258
	Iteration 41Q: 3 clusters Score -2239216 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21863 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -2239260.500000 Penalty: 5066.989258
	Iteration 42Q: 3 clusters Score -2239260 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22060 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -2239319.000000 Penalty: 5066.989258
	Iteration 43Q: 3 clusters Score -2239319 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22282 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -2239374.500000 Penalty: 5066.989258
	Iteration 44Q: 3 clusters Score -2239374 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22511 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -2239442.750000 Penalty: 5066.989258
	Iteration 45Q: 3 clusters Score -2239443 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22712 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -2239510.750000 Penalty: 5066.989258
	Iteration 46Q: 3 clusters Score -2239511 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22908 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -2239562.750000 Penalty: 5066.989258
	Iteration 47Q: 3 clusters Score -2239563 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23122 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -2239637.500000 Penalty: 5066.989258
	Iteration 48Q: 3 clusters Score -2239638 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23334 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -2239702.000000 Penalty: 5066.989258
	Iteration 49Q: 3 clusters Score -2239702 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23526 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -2239762.500000 Penalty: 5066.989258
	Iteration 50Q: 3 clusters Score -2239762 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23719 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -2239810.250000 Penalty: 5066.989258
	Iteration 51Q: 3 clusters Score -2239810 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23870 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -2239854.500000 Penalty: 5066.989258
	Iteration 52Q: 3 clusters Score -2239854 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24009 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -2239907.500000 Penalty: 5066.989258
	Iteration 53Q: 3 clusters Score -2239908 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24132 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -2239940.750000 Penalty: 5066.989258
	Iteration 54Q: 3 clusters Score -2239941 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24258 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -2239982.000000 Penalty: 5066.989258
	Iteration 55Q: 3 clusters Score -2239982 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24378 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -2240020.000000 Penalty: 5066.989258
	Iteration 56Q: 3 clusters Score -2240020 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24498 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -2240056.500000 Penalty: 5066.989258
	Iteration 57Q: 3 clusters Score -2240056 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24610 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -2240087.000000 Penalty: 5066.989258
	Iteration 58Q: 3 clusters Score -2240087 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24711 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -2240124.000000 Penalty: 5066.989258
	Iteration 59Q: 3 clusters Score -2240124 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24824 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -2240149.250000 Penalty: 5066.989258
	Iteration 60F: 3 clusters Score -2240149 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24915 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -2240183.000000 Penalty: 5066.989258
	Iteration 61Q: 3 clusters Score -2240183 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25009 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -2240199.750000 Penalty: 5066.989258
	Iteration 62Q: 3 clusters Score -2240200 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25097 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -2240224.000000 Penalty: 5066.989258
	Iteration 63Q: 3 clusters Score -2240224 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25174 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -2240252.500000 Penalty: 5066.989258
	Iteration 64Q: 3 clusters Score -2240252 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25257 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -2240281.000000 Penalty: 5066.989258
	Iteration 65Q: 3 clusters Score -2240281 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25341 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -2240311.000000 Penalty: 5066.989258
	Iteration 66Q: 3 clusters Score -2240311 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25411 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -2240327.000000 Penalty: 5066.989258
	Iteration 67Q: 3 clusters Score -2240327 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25476 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -2240351.250000 Penalty: 5066.989258
	Iteration 68Q: 3 clusters Score -2240351 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25535 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -2240371.750000 Penalty: 5066.989258
	Iteration 69Q: 3 clusters Score -2240372 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25597 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -2240395.250000 Penalty: 5066.989258
	Iteration 70Q: 3 clusters Score -2240395 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25648 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -2240406.750000 Penalty: 5066.989258
	Iteration 71Q: 3 clusters Score -2240407 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25678 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -2240415.000000 Penalty: 5066.989258
	Iteration 72Q: 3 clusters Score -2240415 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25709 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -2240428.750000 Penalty: 5066.989258
	Iteration 73Q: 3 clusters Score -2240429 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25742 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -2240433.750000 Penalty: 5066.989258
	Iteration 74Q: 3 clusters Score -2240434 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25770 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -2240438.250000 Penalty: 5066.989258
	Iteration 75Q: 3 clusters Score -2240438 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25798 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -2240450.500000 Penalty: 5066.989258
	Iteration 76Q: 3 clusters Score -2240450 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25817 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -2240457.750000 Penalty: 5066.989258
	Iteration 77Q: 3 clusters Score -2240458 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25838 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -2240457.000000 Penalty: 5066.989258
	Iteration 78Q: 3 clusters Score -2240457 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25855 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -2240463.500000 Penalty: 5066.989258
	Iteration 79Q: 3 clusters Score -2240464 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25871 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -2240470.250000 Penalty: 5066.989258
	Iteration 80F: 3 clusters Score -2240470 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25881 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -2240475.500000 Penalty: 5066.989258
	Iteration 81Q: 3 clusters Score -2240476 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25892 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -2240481.250000 Penalty: 5066.989258
	Iteration 82Q: 3 clusters Score -2240481 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25907 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -2240483.250000 Penalty: 5066.989258
	Iteration 83Q: 3 clusters Score -2240483 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25931 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -2240491.000000 Penalty: 5066.989258
	Iteration 84Q: 3 clusters Score -2240491 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25953 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -2240496.000000 Penalty: 5066.989258
	Iteration 85Q: 3 clusters Score -2240496 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25968 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -2240497.250000 Penalty: 5066.989258
	Iteration 86Q: 3 clusters Score -2240497 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25984 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -2240504.000000 Penalty: 5066.989258
	Iteration 87Q: 3 clusters Score -2240504 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25999 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -2240507.250000 Penalty: 5066.989258
	Iteration 88Q: 3 clusters Score -2240507 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26019 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -2240511.750000 Penalty: 5066.989258
	Iteration 89Q: 3 clusters Score -2240512 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26037 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -2240523.000000 Penalty: 5066.989258
	Iteration 90Q: 3 clusters Score -2240523 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26049 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -2240529.000000 Penalty: 5066.989258
	Iteration 91Q: 3 clusters Score -2240529 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26061 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -2240535.750000 Penalty: 5066.989258
	Iteration 92Q: 3 clusters Score -2240536 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26075 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -2240545.250000 Penalty: 5066.989258
	Iteration 93Q: 3 clusters Score -2240545 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26087 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -2240551.500000 Penalty: 5066.989258
	Iteration 94Q: 3 clusters Score -2240552 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26096 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -2240550.500000 Penalty: 5066.989258
	Iteration 95Q: 3 clusters Score -2240550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26104 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -2240550.000000 Penalty: 5066.989258
	Iteration 96Q: 3 clusters Score -2240550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26111 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -2240550.000000 Penalty: 5066.989258
	Iteration 97Q: 3 clusters Score -2240550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26119 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -2240557.250000 Penalty: 5066.989258
	Iteration 98Q: 3 clusters Score -2240557 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26131 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -2240565.250000 Penalty: 5066.989258
	Iteration 99Q: 3 clusters Score -2240565 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26142 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -2240568.750000 Penalty: 5066.989258
	Iteration 100F: 3 clusters Score -2240569 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26158 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -2240578.750000 Penalty: 5066.989258
	Iteration 101Q: 3 clusters Score -2240579 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26167 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -2240581.250000 Penalty: 5066.989258
	Iteration 102Q: 3 clusters Score -2240581 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26169 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -2240580.250000 Penalty: 5066.989258
	Iteration 103Q: 3 clusters Score -2240580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26170 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -2240580.000000 Penalty: 5066.989258
	Iteration 104Q: 3 clusters Score -2240580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26170 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -2240580.000000 Penalty: 5066.989258
	Iteration 105F: 3 clusters Score -2240580 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Entering Unmasked Estep 
Score: -143586.906250 Penalty: 1921.831909
	Iteration 0F: 2 clusters Score -143586.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -140791.687500 Penalty: 3843.663818
	Iteration 0F: 3 clusters Score -140791.7 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -141511.859375 Penalty: 3843.663818
	Iteration 1F: 3 clusters Score -141511.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -141804.218750 Penalty: 3843.663818
	Iteration 2F: 3 clusters Score -141804.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -142065.671875 Penalty: 3843.663818
	Iteration 3F: 3 clusters Score -142065.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -142377.609375 Penalty: 3843.663818
	Iteration 4F: 3 clusters Score -142377.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -142674.171875 Penalty: 3843.663818
	Iteration 5F: 3 clusters Score -142674.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -142823.390625 Penalty: 3843.663818
	Iteration 6F: 3 clusters Score -142823.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -142913.796875 Penalty: 3843.663818
	Iteration 7Q: 3 clusters Score -142913.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -142965.062500 Penalty: 3843.663818
	Iteration 8Q: 3 clusters Score -142965.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -143014.796875 Penalty: 3843.663818
	Iteration 9Q: 3 clusters Score -143014.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -143050.578125 Penalty: 3843.663818
	Iteration 10Q: 3 clusters Score -143050.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -143085.984375 Penalty: 3843.663818
	Iteration 11Q: 3 clusters Score -143086 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -143114.500000 Penalty: 3843.663818
	Iteration 12Q: 3 clusters Score -143114.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -143145.531250 Penalty: 3843.663818
	Iteration 13Q: 3 clusters Score -143145.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -143172.609375 Penalty: 3843.663818
	Iteration 14Q: 3 clusters Score -143172.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -143207.031250 Penalty: 3843.663818
	Iteration 15Q: 3 clusters Score -143207 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -143223.562500 Penalty: 3843.663818
	Iteration 16Q: 3 clusters Score -143223.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -143232.671875 Penalty: 3843.663818
	Iteration 17Q: 3 clusters Score -143232.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -143249.031250 Penalty: 3843.663818
	Iteration 18Q: 3 clusters Score -143249 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -143263.156250 Penalty: 3843.663818
	Iteration 19Q: 3 clusters Score -143263.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -143276.250000 Penalty: 3843.663818
	Iteration 20F: 3 clusters Score -143276.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -143286.140625 Penalty: 3843.663818
	Iteration 21Q: 3 clusters Score -143286.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -143292.953125 Penalty: 3843.663818
	Iteration 22Q: 3 clusters Score -143293 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -143302.890625 Penalty: 3843.663818
	Iteration 23Q: 3 clusters Score -143302.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -143311.406250 Penalty: 3843.663818
	Iteration 24Q: 3 clusters Score -143311.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -143322.625000 Penalty: 3843.663818
	Iteration 25Q: 3 clusters Score -143322.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -143333.406250 Penalty: 3843.663818
	Iteration 26Q: 3 clusters Score -143333.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -143340.218750 Penalty: 3843.663818
	Iteration 27Q: 3 clusters Score -143340.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -143346.343750 Penalty: 3843.663818
	Iteration 28Q: 3 clusters Score -143346.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -143348.765625 Penalty: 3843.663818
	Iteration 29Q: 3 clusters Score -143348.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -143352.375000 Penalty: 3843.663818
	Iteration 30Q: 3 clusters Score -143352.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -143359.000000 Penalty: 3843.663818
	Iteration 31Q: 3 clusters Score -143359 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -143369.500000 Penalty: 3843.663818
	Iteration 32Q: 3 clusters Score -143369.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -143380.031250 Penalty: 3843.663818
	Iteration 33Q: 3 clusters Score -143380 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -143392.687500 Penalty: 3843.663818
	Iteration 34Q: 3 clusters Score -143392.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -143405.171875 Penalty: 3843.663818
	Iteration 35Q: 3 clusters Score -143405.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -143408.890625 Penalty: 3843.663818
	Iteration 36Q: 3 clusters Score -143408.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -143409.781250 Penalty: 3843.663818
	Iteration 37Q: 3 clusters Score -143409.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -143410.359375 Penalty: 3843.663818
	Iteration 38Q: 3 clusters Score -143410.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -143411.000000 Penalty: 3843.663818
	Iteration 39Q: 3 clusters Score -143411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -143412.250000 Penalty: 3843.663818
	Iteration 40F: 3 clusters Score -143412.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -143413.234375 Penalty: 3843.663818
	Iteration 41Q: 3 clusters Score -143413.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -143413.234375 Penalty: 3843.663818
	Iteration 42F: 3 clusters Score -143413.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Entering Unmasked Estep 
Score: -157145.609375 Penalty: 1922.898682
	Iteration 0F: 2 clusters Score -157145.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -154293.390625 Penalty: 3845.797363
	Iteration 0F: 3 clusters Score -154293.4 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -154875.203125 Penalty: 3845.797363
	Iteration 1F: 3 clusters Score -154875.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -155069.812500 Penalty: 3845.797363
	Iteration 2F: 3 clusters Score -155069.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -155166.875000 Penalty: 3845.797363
	Iteration 3F: 3 clusters Score -155166.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -155233.828125 Penalty: 3845.797363
	Iteration 4Q: 3 clusters Score -155233.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -155280.031250 Penalty: 3845.797363
	Iteration 5Q: 3 clusters Score -155280 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -155316.593750 Penalty: 3845.797363
	Iteration 6Q: 3 clusters Score -155316.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -155335.765625 Penalty: 3845.797363
	Iteration 7Q: 3 clusters Score -155335.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -155353.406250 Penalty: 3845.797363
	Iteration 8Q: 3 clusters Score -155353.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -155368.156250 Penalty: 3845.797363
	Iteration 9Q: 3 clusters Score -155368.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -155380.000000 Penalty: 3845.797363
	Iteration 10Q: 3 clusters Score -155380 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -155392.171875 Penalty: 3845.797363
	Iteration 11Q: 3 clusters Score -155392.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -155403.781250 Penalty: 3845.797363
	Iteration 12Q: 3 clusters Score -155403.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -155413.796875 Penalty: 3845.797363
	Iteration 13Q: 3 clusters Score -155413.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -155424.031250 Penalty: 3845.797363
	Iteration 14Q: 3 clusters Score -155424 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -155430.015625 Penalty: 3845.797363
	Iteration 15Q: 3 clusters Score -155430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -155434.062500 Penalty: 3845.797363
	Iteration 16Q: 3 clusters Score -155434.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -155438.968750 Penalty: 3845.797363
	Iteration 17Q: 3 clusters Score -155439 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -155444.718750 Penalty: 3845.797363
	Iteration 18Q: 3 clusters Score -155444.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -155447.921875 Penalty: 3845.797363
	Iteration 19Q: 3 clusters Score -155447.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -155450.781250 Penalty: 3845.797363
	Iteration 20F: 3 clusters Score -155450.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -155451.484375 Penalty: 3845.797363
	Iteration 21Q: 3 clusters Score -155451.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -155453.453125 Penalty: 3845.797363
	Iteration 22Q: 3 clusters Score -155453.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -155456.437500 Penalty: 3845.797363
	Iteration 23Q: 3 clusters Score -155456.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -155457.390625 Penalty: 3845.797363
	Iteration 24Q: 3 clusters Score -155457.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -155457.531250 Penalty: 3845.797363
	Iteration 25Q: 3 clusters Score -155457.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -155458.015625 Penalty: 3845.797363
	Iteration 26Q: 3 clusters Score -155458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -155458.578125 Penalty: 3845.797363
	Iteration 27Q: 3 clusters Score -155458.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -155459.187500 Penalty: 3845.797363
	Iteration 28Q: 3 clusters Score -155459.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -155460.812500 Penalty: 3845.797363
	Iteration 29Q: 3 clusters Score -155460.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -155462.250000 Penalty: 3845.797363
	Iteration 30Q: 3 clusters Score -155462.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -155463.078125 Penalty: 3845.797363
	Iteration 31Q: 3 clusters Score -155463.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -155463.656250 Penalty: 3845.797363
	Iteration 32Q: 3 clusters Score -155463.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -155463.656250 Penalty: 3845.797363
	Iteration 33F: 3 clusters Score -155463.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (8203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Entering Unmasked Estep 
Score: -629218.500000 Penalty: 2235.039307
	Iteration 0F: 2 clusters Score -629218.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -622731.250000 Penalty: 4470.078613
	Iteration 0F: 3 clusters Score -622731.2 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -624620.375000 Penalty: 4470.078613
	Iteration 1F: 3 clusters Score -624620.4 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -625028.125000 Penalty: 4470.078613
	Iteration 2F: 3 clusters Score -625028.1 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -625421.250000 Penalty: 4470.078613
	Iteration 3F: 3 clusters Score -625421.2 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -625789.937500 Penalty: 4470.078613
	Iteration 4F: 3 clusters Score -625789.9 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -626208.437500 Penalty: 4470.078613
	Iteration 5F: 3 clusters Score -626208.4 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -626560.000000 Penalty: 4470.078613
	Iteration 6F: 3 clusters Score -626560 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -626858.375000 Penalty: 4470.078613
	Iteration 7Q: 3 clusters Score -626858.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -627096.625000 Penalty: 4470.078613
	Iteration 8Q: 3 clusters Score -627096.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -627289.250000 Penalty: 4470.078613
	Iteration 9Q: 3 clusters Score -627289.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -627436.437500 Penalty: 4470.078613
	Iteration 10Q: 3 clusters Score -627436.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -627558.437500 Penalty: 4470.078613
	Iteration 11Q: 3 clusters Score -627558.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -627676.562500 Penalty: 4470.078613
	Iteration 12Q: 3 clusters Score -627676.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -627782.562500 Penalty: 4470.078613
	Iteration 13Q: 3 clusters Score -627782.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -627854.187500 Penalty: 4470.078613
	Iteration 14Q: 3 clusters Score -627854.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -627904.875000 Penalty: 4470.078613
	Iteration 15Q: 3 clusters Score -627904.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -627947.625000 Penalty: 4470.078613
	Iteration 16Q: 3 clusters Score -627947.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -627982.250000 Penalty: 4470.078613
	Iteration 17Q: 3 clusters Score -627982.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -628012.250000 Penalty: 4470.078613
	Iteration 18Q: 3 clusters Score -628012.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -628032.437500 Penalty: 4470.078613
	Iteration 19Q: 3 clusters Score -628032.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -628038.375000 Penalty: 4470.078613
	Iteration 20F: 3 clusters Score -628038.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -628043.937500 Penalty: 4470.078613
	Iteration 21Q: 3 clusters Score -628043.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -628047.750000 Penalty: 4470.078613
	Iteration 22Q: 3 clusters Score -628047.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -628054.375000 Penalty: 4470.078613
	Iteration 23Q: 3 clusters Score -628054.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -628058.062500 Penalty: 4470.078613
	Iteration 24Q: 3 clusters Score -628058.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -628061.375000 Penalty: 4470.078613
	Iteration 25Q: 3 clusters Score -628061.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -628062.250000 Penalty: 4470.078613
	Iteration 26Q: 3 clusters Score -628062.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -628062.937500 Penalty: 4470.078613
	Iteration 27Q: 3 clusters Score -628062.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -628064.125000 Penalty: 4470.078613
	Iteration 28Q: 3 clusters Score -628064.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -628067.000000 Penalty: 4470.078613
	Iteration 29Q: 3 clusters Score -628067 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -628070.000000 Penalty: 4470.078613
	Iteration 30Q: 3 clusters Score -628070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -628071.250000 Penalty: 4470.078613
	Iteration 31Q: 3 clusters Score -628071.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -628072.812500 Penalty: 4470.078613
	Iteration 32Q: 3 clusters Score -628072.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -628072.812500 Penalty: 4470.078613
	Iteration 33F: 3 clusters Score -628072.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (571756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571756 members 
Entering Unmasked Estep 
Score: -44974972.000000 Penalty: 3287.604004
	Iteration 0F: 2 clusters Score -4.497497e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285680 members 
Mstep: Class 2 contains 286076 members 
Entering Unmasked Estep 
Score: -44588496.000000 Penalty: 6575.208008
	Iteration 0F: 3 clusters Score -4.45885e+07 nChanged 279453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278459 members 
Mstep: Class 2 contains 293297 members 
Entering Unmasked Estep 
Score: -44756712.000000 Penalty: 6575.208008
	Iteration 1F: 3 clusters Score -4.475671e+07 nChanged 13852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275025 members 
Mstep: Class 2 contains 296731 members 
Entering Unmasked Estep 
Score: -44759492.000000 Penalty: 6575.208008
	Iteration 2Q: 3 clusters Score -4.475949e+07 nChanged 16011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269656 members 
Mstep: Class 2 contains 302100 members 
Entering Unmasked Estep 
Score: -44763568.000000 Penalty: 6575.208008
	Iteration 3Q: 3 clusters Score -4.476357e+07 nChanged 19352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261262 members 
Mstep: Class 2 contains 310494 members 
Entering Unmasked Estep 
Score: -44770148.000000 Penalty: 6575.208008
	Iteration 4Q: 3 clusters Score -4.477015e+07 nChanged 24083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248493 members 
Mstep: Class 2 contains 323263 members 
Entering Unmasked Estep 
Score: -44780528.000000 Penalty: 6575.208008
	Iteration 5Q: 3 clusters Score -4.478053e+07 nChanged 29764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230305 members 
Mstep: Class 2 contains 341451 members 
Entering Unmasked Estep 
Score: -44797748.000000 Penalty: 6575.208008
	Iteration 6F: 3 clusters Score -4.479775e+07 nChanged 35483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206644 members 
Mstep: Class 2 contains 365112 members 
Entering Unmasked Estep 
Score: -44823184.000000 Penalty: 6575.208008
	Iteration 7F: 3 clusters Score -4.482318e+07 nChanged 37725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181627 members 
Mstep: Class 2 contains 390129 members 
Entering Unmasked Estep 
Score: -44853696.000000 Penalty: 6575.208008
	Iteration 8F: 3 clusters Score -4.48537e+07 nChanged 34520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160375 members 
Mstep: Class 2 contains 411381 members 
Entering Unmasked Estep 
Score: -44880340.000000 Penalty: 6575.208008
	Iteration 9F: 3 clusters Score -4.488034e+07 nChanged 27172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144403 members 
Mstep: Class 2 contains 427353 members 
Entering Unmasked Estep 
Score: -44896600.000000 Penalty: 6575.208008
	Iteration 10Q: 3 clusters Score -4.48966e+07 nChanged 19222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131775 members 
Mstep: Class 2 contains 439981 members 
Entering Unmasked Estep 
Score: -44905156.000000 Penalty: 6575.208008
	Iteration 11Q: 3 clusters Score -4.490516e+07 nChanged 13964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120431 members 
Mstep: Class 2 contains 451325 members 
Entering Unmasked Estep 
Score: -44911412.000000 Penalty: 6575.208008
	Iteration 12Q: 3 clusters Score -4.491141e+07 nChanged 11693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109370 members 
Mstep: Class 2 contains 462386 members 
Entering Unmasked Estep 
Score: -44915828.000000 Penalty: 6575.208008
	Iteration 13Q: 3 clusters Score -4.491583e+07 nChanged 10966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98496 members 
Mstep: Class 2 contains 473260 members 
Entering Unmasked Estep 
Score: -44919968.000000 Penalty: 6575.208008
	Iteration 14Q: 3 clusters Score -4.491997e+07 nChanged 10809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87701 members 
Mstep: Class 2 contains 484055 members 
Entering Unmasked Estep 
Score: -44924948.000000 Penalty: 6575.208008
	Iteration 15Q: 3 clusters Score -4.492495e+07 nChanged 10758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76945 members 
Mstep: Class 2 contains 494811 members 
Entering Unmasked Estep 
Score: -44930040.000000 Penalty: 6575.208008
	Iteration 16Q: 3 clusters Score -4.493004e+07 nChanged 10530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66425 members 
Mstep: Class 2 contains 505331 members 
Entering Unmasked Estep 
Score: -44935160.000000 Penalty: 6575.208008
	Iteration 17Q: 3 clusters Score -4.493516e+07 nChanged 10115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56314 members 
Mstep: Class 2 contains 515442 members 
Entering Unmasked Estep 
Score: -44941084.000000 Penalty: 6575.208008
	Iteration 18Q: 3 clusters Score -4.494108e+07 nChanged 9359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46965 members 
Mstep: Class 2 contains 524791 members 
Entering Unmasked Estep 
Score: -44946708.000000 Penalty: 6575.208008
	Iteration 19Q: 3 clusters Score -4.494671e+07 nChanged 8494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38481 members 
Mstep: Class 2 contains 533275 members 
Entering Unmasked Estep 
Score: -44952320.000000 Penalty: 6575.208008
	Iteration 20F: 3 clusters Score -4.495232e+07 nChanged 7573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30930 members 
Mstep: Class 2 contains 540826 members 
Entering Unmasked Estep 
Score: -44957180.000000 Penalty: 6575.208008
	Iteration 21Q: 3 clusters Score -4.495718e+07 nChanged 6361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24587 members 
Mstep: Class 2 contains 547169 members 
Entering Unmasked Estep 
Score: -44961520.000000 Penalty: 6575.208008
	Iteration 22Q: 3 clusters Score -4.496152e+07 nChanged 5214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19449 members 
Mstep: Class 2 contains 552307 members 
Entering Unmasked Estep 
Score: -44965504.000000 Penalty: 6575.208008
	Iteration 23Q: 3 clusters Score -4.49655e+07 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15705 members 
Mstep: Class 2 contains 556051 members 
Entering Unmasked Estep 
Score: -44968716.000000 Penalty: 6575.208008
	Iteration 24Q: 3 clusters Score -4.496872e+07 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 558523 members 
Entering Unmasked Estep 
Score: -44970840.000000 Penalty: 6575.208008
	Iteration 25Q: 3 clusters Score -4.497084e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 560035 members 
Entering Unmasked Estep 
Score: -44972028.000000 Penalty: 6575.208008
	Iteration 26Q: 3 clusters Score -4.497203e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 560988 members 
Entering Unmasked Estep 
Score: -44972916.000000 Penalty: 6575.208008
	Iteration 27Q: 3 clusters Score -4.497292e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 561627 members 
Entering Unmasked Estep 
Score: -44973324.000000 Penalty: 6575.208008
	Iteration 28Q: 3 clusters Score -4.497332e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 562079 members 
Entering Unmasked Estep 
Score: -44973680.000000 Penalty: 6575.208008
	Iteration 29Q: 3 clusters Score -4.497368e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 562410 members 
Entering Unmasked Estep 
Score: -44974004.000000 Penalty: 6575.208008
	Iteration 30Q: 3 clusters Score -4.4974e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 562700 members 
Entering Unmasked Estep 
Score: -44974116.000000 Penalty: 6575.208008
	Iteration 31Q: 3 clusters Score -4.497412e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 562912 members 
Entering Unmasked Estep 
Score: -44974152.000000 Penalty: 6575.208008
	Iteration 32Q: 3 clusters Score -4.497415e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 563084 members 
Entering Unmasked Estep 
Score: -44974252.000000 Penalty: 6575.208008
	Iteration 33Q: 3 clusters Score -4.497425e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 563234 members 
Entering Unmasked Estep 
Score: -44974280.000000 Penalty: 6575.208008
	Iteration 34Q: 3 clusters Score -4.497428e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 563365 members 
Entering Unmasked Estep 
Score: -44974324.000000 Penalty: 6575.208008
	Iteration 35Q: 3 clusters Score -4.497432e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 563469 members 
Entering Unmasked Estep 
Score: -44974436.000000 Penalty: 6575.208008
	Iteration 36Q: 3 clusters Score -4.497444e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 563545 members 
Entering Unmasked Estep 
Score: -44974412.000000 Penalty: 6575.208008
	Iteration 37Q: 3 clusters Score -4.497441e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 563605 members 
Entering Unmasked Estep 
Score: -44974440.000000 Penalty: 6575.208008
	Iteration 38Q: 3 clusters Score -4.497444e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 563640 members 
Entering Unmasked Estep 
Score: -44974460.000000 Penalty: 6575.208008
	Iteration 39Q: 3 clusters Score -4.497446e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 563672 members 
Entering Unmasked Estep 
Score: -44974472.000000 Penalty: 6575.208008
	Iteration 40F: 3 clusters Score -4.497447e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 563694 members 
Entering Unmasked Estep 
Score: -44974464.000000 Penalty: 6575.208008
	Iteration 41Q: 3 clusters Score -4.497446e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 563720 members 
Entering Unmasked Estep 
Score: -44974440.000000 Penalty: 6575.208008
	Iteration 42Q: 3 clusters Score -4.497444e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 563737 members 
Entering Unmasked Estep 
Score: -44974440.000000 Penalty: 6575.208008
	Iteration 43Q: 3 clusters Score -4.497444e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 563745 members 
Entering Unmasked Estep 
Score: -44974424.000000 Penalty: 6575.208008
	Iteration 44Q: 3 clusters Score -4.497442e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 563753 members 
Entering Unmasked Estep 
Score: -44974396.000000 Penalty: 6575.208008
	Iteration 45Q: 3 clusters Score -4.49744e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 563745 members 
Entering Unmasked Estep 
Score: -44974452.000000 Penalty: 6575.208008
	Iteration 46Q: 3 clusters Score -4.497445e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 563753 members 
Entering Unmasked Estep 
Score: -44974432.000000 Penalty: 6575.208008
	Iteration 47Q: 3 clusters Score -4.497443e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 563752 members 
Entering Unmasked Estep 
Score: -44974420.000000 Penalty: 6575.208008
	Iteration 48Q: 3 clusters Score -4.497442e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 563758 members 
Entering Unmasked Estep 
Score: -44974456.000000 Penalty: 6575.208008
	Iteration 49Q: 3 clusters Score -4.497446e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 563772 members 
Entering Unmasked Estep 
Score: -44974444.000000 Penalty: 6575.208008
	Iteration 50Q: 3 clusters Score -4.497444e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 563780 members 
Entering Unmasked Estep 
Score: -44974476.000000 Penalty: 6575.208008
	Iteration 51Q: 3 clusters Score -4.497448e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 563791 members 
Entering Unmasked Estep 
Score: -44974468.000000 Penalty: 6575.208008
	Iteration 52Q: 3 clusters Score -4.497447e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 563805 members 
Entering Unmasked Estep 
Score: -44974476.000000 Penalty: 6575.208008
	Iteration 53Q: 3 clusters Score -4.497448e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 563811 members 
Entering Unmasked Estep 
Score: -44974468.000000 Penalty: 6575.208008
	Iteration 54Q: 3 clusters Score -4.497447e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 563825 members 
Entering Unmasked Estep 
Score: -44974472.000000 Penalty: 6575.208008
	Iteration 55Q: 3 clusters Score -4.497447e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 563831 members 
Entering Unmasked Estep 
Score: -44974504.000000 Penalty: 6575.208008
	Iteration 56Q: 3 clusters Score -4.49745e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 563833 members 
Entering Unmasked Estep 
Score: -44974464.000000 Penalty: 6575.208008
	Iteration 57Q: 3 clusters Score -4.497446e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 563840 members 
Entering Unmasked Estep 
Score: -44974460.000000 Penalty: 6575.208008
	Iteration 58Q: 3 clusters Score -4.497446e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 563842 members 
Entering Unmasked Estep 
Score: -44974488.000000 Penalty: 6575.208008
	Iteration 59Q: 3 clusters Score -4.497449e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 563845 members 
Entering Unmasked Estep 
Score: -44974488.000000 Penalty: 6575.208008
	Iteration 60F: 3 clusters Score -4.497449e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 563849 members 
Entering Unmasked Estep 
Score: -44974468.000000 Penalty: 6575.208008
	Iteration 61Q: 3 clusters Score -4.497447e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 563851 members 
Entering Unmasked Estep 
Score: -44974472.000000 Penalty: 6575.208008
	Iteration 62Q: 3 clusters Score -4.497447e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 563849 members 
Entering Unmasked Estep 
Score: -44974480.000000 Penalty: 6575.208008
	Iteration 63Q: 3 clusters Score -4.497448e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 563850 members 
Entering Unmasked Estep 
Score: -44974464.000000 Penalty: 6575.208008
	Iteration 64Q: 3 clusters Score -4.497446e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 563849 members 
Entering Unmasked Estep 
Score: -44974476.000000 Penalty: 6575.208008
	Iteration 65Q: 3 clusters Score -4.497448e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 563848 members 
Entering Unmasked Estep 
Score: -44974484.000000 Penalty: 6575.208008
	Iteration 66Q: 3 clusters Score -4.497448e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 563850 members 
Entering Unmasked Estep 
Score: -44974480.000000 Penalty: 6575.208008
	Iteration 67Q: 3 clusters Score -4.497448e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 563853 members 
Entering Unmasked Estep 
Score: -44974464.000000 Penalty: 6575.208008
	Iteration 68Q: 3 clusters Score -4.497446e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 563855 members 
Entering Unmasked Estep 
Score: -44974472.000000 Penalty: 6575.208008
	Iteration 69Q: 3 clusters Score -4.497447e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 563859 members 
Entering Unmasked Estep 
Score: -44974488.000000 Penalty: 6575.208008
	Iteration 70Q: 3 clusters Score -4.497449e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 563862 members 
Entering Unmasked Estep 
Score: -44974476.000000 Penalty: 6575.208008
	Iteration 71Q: 3 clusters Score -4.497448e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 563865 members 
Entering Unmasked Estep 
Score: -44974500.000000 Penalty: 6575.208008
	Iteration 72Q: 3 clusters Score -4.49745e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 563864 members 
Entering Unmasked Estep 
Score: -44974496.000000 Penalty: 6575.208008
	Iteration 73Q: 3 clusters Score -4.49745e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 563863 members 
Entering Unmasked Estep 
Score: -44974488.000000 Penalty: 6575.208008
	Iteration 74Q: 3 clusters Score -4.497449e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 563863 members 
Entering Unmasked Estep 
Score: -44974488.000000 Penalty: 6575.208008
	Iteration 75F: 3 clusters Score -4.497449e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (62457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62457 members 
Entering Unmasked Estep 
Score: -5072926.000000 Penalty: 2738.473877
	Iteration 0F: 2 clusters Score -5072926 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31316 members 
Mstep: Class 2 contains 31141 members 
Entering Unmasked Estep 
Score: -5031047.500000 Penalty: 5476.947754
	Iteration 0F: 3 clusters Score -5031048 nChanged 28986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32100 members 
Mstep: Class 2 contains 30357 members 
Entering Unmasked Estep 
Score: -5047087.000000 Penalty: 5476.947754
	Iteration 1F: 3 clusters Score -5047087 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32475 members 
Mstep: Class 2 contains 29982 members 
Entering Unmasked Estep 
Score: -5047694.000000 Penalty: 5476.947754
	Iteration 2Q: 3 clusters Score -5047694 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33033 members 
Mstep: Class 2 contains 29424 members 
Entering Unmasked Estep 
Score: -5048298.500000 Penalty: 5476.947754
	Iteration 3Q: 3 clusters Score -5048298 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33828 members 
Mstep: Class 2 contains 28629 members 
Entering Unmasked Estep 
Score: -5048921.000000 Penalty: 5476.947754
	Iteration 4Q: 3 clusters Score -5048921 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35055 members 
Mstep: Class 2 contains 27402 members 
Entering Unmasked Estep 
Score: -5049572.500000 Penalty: 5476.947754
	Iteration 5Q: 3 clusters Score -5049572 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36815 members 
Mstep: Class 2 contains 25642 members 
Entering Unmasked Estep 
Score: -5050458.000000 Penalty: 5476.947754
	Iteration 6Q: 3 clusters Score -5050458 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39235 members 
Mstep: Class 2 contains 23222 members 
Entering Unmasked Estep 
Score: -5051778.500000 Penalty: 5476.947754
	Iteration 7Q: 3 clusters Score -5051778 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42520 members 
Mstep: Class 2 contains 19937 members 
Entering Unmasked Estep 
Score: -5053911.500000 Penalty: 5476.947754
	Iteration 8F: 3 clusters Score -5053912 nChanged 4323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46765 members 
Mstep: Class 2 contains 15692 members 
Entering Unmasked Estep 
Score: -5057105.500000 Penalty: 5476.947754
	Iteration 9F: 3 clusters Score -5057106 nChanged 4586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51327 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -5060944.000000 Penalty: 5476.947754
	Iteration 10F: 3 clusters Score -5060944 nChanged 4053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55358 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -5064604.000000 Penalty: 5476.947754
	Iteration 11F: 3 clusters Score -5064604 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58181 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -5067155.500000 Penalty: 5476.947754
	Iteration 12Q: 3 clusters Score -5067156 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59881 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -5068699.000000 Penalty: 5476.947754
	Iteration 13Q: 3 clusters Score -5068699 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60843 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -5069537.500000 Penalty: 5476.947754
	Iteration 14Q: 3 clusters Score -5069538 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61298 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -5069921.500000 Penalty: 5476.947754
	Iteration 15Q: 3 clusters Score -5069922 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61556 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -5070186.500000 Penalty: 5476.947754
	Iteration 16Q: 3 clusters Score -5070186 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61694 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -5070300.000000 Penalty: 5476.947754
	Iteration 17Q: 3 clusters Score -5070300 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61780 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -5070390.000000 Penalty: 5476.947754
	Iteration 18Q: 3 clusters Score -5070390 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61831 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -5070433.500000 Penalty: 5476.947754
	Iteration 19Q: 3 clusters Score -5070434 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61864 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -5070471.500000 Penalty: 5476.947754
	Iteration 20F: 3 clusters Score -5070472 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61887 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -5070498.500000 Penalty: 5476.947754
	Iteration 21Q: 3 clusters Score -5070498 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61903 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -5070519.000000 Penalty: 5476.947754
	Iteration 22Q: 3 clusters Score -5070519 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61913 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -5070549.000000 Penalty: 5476.947754
	Iteration 23Q: 3 clusters Score -5070549 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61921 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -5070567.500000 Penalty: 5476.947754
	Iteration 24Q: 3 clusters Score -5070568 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61932 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -5070574.000000 Penalty: 5476.947754
	Iteration 25Q: 3 clusters Score -5070574 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61935 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -5070580.000000 Penalty: 5476.947754
	Iteration 26Q: 3 clusters Score -5070580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61938 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -5070581.000000 Penalty: 5476.947754
	Iteration 27Q: 3 clusters Score -5070581 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61942 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -5070587.500000 Penalty: 5476.947754
	Iteration 28Q: 3 clusters Score -5070588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61945 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -5070587.500000 Penalty: 5476.947754
	Iteration 29Q: 3 clusters Score -5070588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61945 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -5070587.500000 Penalty: 5476.947754
	Iteration 30F: 3 clusters Score -5070588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 8438 members 
Mstep: Class 3 contains 12952 members 
Mstep: Class 4 contains 10087 members 
Mstep: Class 5 contains 42061 members 
Mstep: Class 6 contains 77407 members 
Mstep: Class 7 contains 11169 members 
Mstep: Class 8 contains 2286 members 
Mstep: Class 9 contains 68268 members 
Mstep: Class 10 contains 17207 members 
Mstep: Class 11 contains 151936 members 
Mstep: Class 12 contains 27754 members 
Mstep: Class 13 contains 7175 members 
Mstep: Class 14 contains 10034 members 
Mstep: Class 15 contains 2572 members 
Mstep: Class 16 contains 45272 members 
Mstep: Class 17 contains 6488 members 
Mstep: Class 18 contains 10668 members 
Mstep: Class 19 contains 37388 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18294 members 
Mstep: Class 22 contains 10359 members 
Mstep: Class 23 contains 8841 members 
Mstep: Class 24 contains 5335 members 
Mstep: Class 25 contains 29564 members 
Mstep: Class 26 contains 24867 members 
Mstep: Class 27 contains 16059 members 
Mstep: Class 28 contains 113115 members 
Mstep: Class 29 contains 27329 members 
Mstep: Class 30 contains 2320 members 
Mstep: Class 31 contains 2330 members 
Mstep: Class 32 contains 8203 members 
Mstep: Class 33 contains 571756 members 
Mstep: Class 34 contains 62457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988904.000000 Penalty: 119701.210938
Iteration 319Q: 35 clusters Score -1.119889e+08 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 8438 members 
Mstep: Class 3 contains 12959 members 
Mstep: Class 4 contains 10078 members 
Mstep: Class 5 contains 42188 members 
Mstep: Class 6 contains 77403 members 
Mstep: Class 7 contains 11146 members 
Mstep: Class 8 contains 2286 members 
Mstep: Class 9 contains 68220 members 
Mstep: Class 10 contains 17202 members 
Mstep: Class 11 contains 151932 members 
Mstep: Class 12 contains 27754 members 
Mstep: Class 13 contains 7167 members 
Mstep: Class 14 contains 10034 members 
Mstep: Class 15 contains 2572 members 
Mstep: Class 16 contains 45271 members 
Mstep: Class 17 contains 6485 members 
Mstep: Class 18 contains 10665 members 
Mstep: Class 19 contains 37386 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18284 members 
Mstep: Class 22 contains 10357 members 
Mstep: Class 23 contains 8840 members 
Mstep: Class 24 contains 5334 members 
Mstep: Class 25 contains 29565 members 
Mstep: Class 26 contains 24866 members 
Mstep: Class 27 contains 16054 members 
Mstep: Class 28 contains 113319 members 
Mstep: Class 29 contains 27328 members 
Mstep: Class 30 contains 2320 members 
Mstep: Class 31 contains 2330 members 
Mstep: Class 32 contains 8203 members 
Mstep: Class 33 contains 571551 members 
Mstep: Class 34 contains 62455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111989144.000000 Penalty: 119701.210938
Iteration 320F: 35 clusters Score -1.119891e+08 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 8438 members 
Mstep: Class 3 contains 12969 members 
Mstep: Class 4 contains 10060 members 
Mstep: Class 5 contains 42317 members 
Mstep: Class 6 contains 77394 members 
Mstep: Class 7 contains 11135 members 
Mstep: Class 8 contains 2286 members 
Mstep: Class 9 contains 68165 members 
Mstep: Class 10 contains 17207 members 
Mstep: Class 11 contains 151926 members 
Mstep: Class 12 contains 27752 members 
Mstep: Class 13 contains 7160 members 
Mstep: Class 14 contains 10034 members 
Mstep: Class 15 contains 2572 members 
Mstep: Class 16 contains 45271 members 
Mstep: Class 17 contains 6483 members 
Mstep: Class 18 contains 10662 members 
Mstep: Class 19 contains 37392 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18271 members 
Mstep: Class 22 contains 10357 members 
Mstep: Class 23 contains 8839 members 
Mstep: Class 24 contains 5333 members 
Mstep: Class 25 contains 29559 members 
Mstep: Class 26 contains 24863 members 
Mstep: Class 27 contains 16048 members 
Mstep: Class 28 contains 113522 members 
Mstep: Class 29 contains 27331 members 
Mstep: Class 30 contains 2320 members 
Mstep: Class 31 contains 2330 members 
Mstep: Class 32 contains 8203 members 
Mstep: Class 33 contains 571339 members 
Mstep: Class 34 contains 62455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111989032.000000 Penalty: 119701.210938
Iteration 321Q: 35 clusters Score -1.11989e+08 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 8438 members 
Mstep: Class 3 contains 12984 members 
Mstep: Class 4 contains 10051 members 
Mstep: Class 5 contains 42456 members 
Mstep: Class 6 contains 77387 members 
Mstep: Class 7 contains 11120 members 
Mstep: Class 8 contains 2286 members 
Mstep: Class 9 contains 68122 members 
Mstep: Class 10 contains 17215 members 
Mstep: Class 11 contains 151925 members 
Mstep: Class 12 contains 27747 members 
Mstep: Class 13 contains 7154 members 
Mstep: Class 14 contains 10034 members 
Mstep: Class 15 contains 2572 members 
Mstep: Class 16 contains 45273 members 
Mstep: Class 17 contains 6482 members 
Mstep: Class 18 contains 10657 members 
Mstep: Class 19 contains 37399 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18255 members 
Mstep: Class 22 contains 10355 members 
Mstep: Class 23 contains 8839 members 
Mstep: Class 24 contains 5333 members 
Mstep: Class 25 contains 29553 members 
Mstep: Class 26 contains 24860 members 
Mstep: Class 27 contains 16042 members 
Mstep: Class 28 contains 113709 members 
Mstep: Class 29 contains 27333 members 
Mstep: Class 30 contains 2320 members 
Mstep: Class 31 contains 2330 members 
Mstep: Class 32 contains 8203 members 
Mstep: Class 33 contains 571109 members 
Mstep: Class 34 contains 62456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111989056.000000 Penalty: 119701.210938
Iteration 322Q: 35 clusters Score -1.119891e+08 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 8438 members 
Mstep: Class 3 contains 13003 members 
Mstep: Class 4 contains 10035 members 
Mstep: Class 5 contains 42611 members 
Mstep: Class 6 contains 77379 members 
Mstep: Class 7 contains 11099 members 
Mstep: Class 8 contains 2286 members 
Mstep: Class 9 contains 68070 members 
Mstep: Class 10 contains 17217 members 
Mstep: Class 11 contains 151921 members 
Mstep: Class 12 contains 27743 members 
Mstep: Class 13 contains 7148 members 
Mstep: Class 14 contains 10034 members 
Mstep: Class 15 contains 2572 members 
Mstep: Class 16 contains 45277 members 
Mstep: Class 17 contains 6480 members 
Mstep: Class 18 contains 10656 members 
Mstep: Class 19 contains 37416 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18236 members 
Mstep: Class 22 contains 10350 members 
Mstep: Class 23 contains 8838 members 
Mstep: Class 24 contains 5333 members 
Mstep: Class 25 contains 29551 members 
Mstep: Class 26 contains 24858 members 
Mstep: Class 27 contains 16038 members 
Mstep: Class 28 contains 113876 members 
Mstep: Class 29 contains 27335 members 
Mstep: Class 30 contains 2320 members 
Mstep: Class 31 contains 2330 members 
Mstep: Class 32 contains 8204 members 
Mstep: Class 33 contains 570888 members 
Mstep: Class 34 contains 62455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111989096.000000 Penalty: 119701.210938
Iteration 323Q: 35 clusters Score -1.119891e+08 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 8438 members 
Mstep: Class 3 contains 13020 members 
Mstep: Class 4 contains 10015 members 
Mstep: Class 5 contains 42770 members 
Mstep: Class 6 contains 77376 members 
Mstep: Class 7 contains 11083 members 
Mstep: Class 8 contains 2287 members 
Mstep: Class 9 contains 68030 members 
Mstep: Class 10 contains 17223 members 
Mstep: Class 11 contains 151915 members 
Mstep: Class 12 contains 27742 members 
Mstep: Class 13 contains 7142 members 
Mstep: Class 14 contains 10034 members 
Mstep: Class 15 contains 2572 members 
Mstep: Class 16 contains 45278 members 
Mstep: Class 17 contains 6476 members 
Mstep: Class 18 contains 10653 members 
Mstep: Class 19 contains 37426 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18211 members 
Mstep: Class 22 contains 10344 members 
Mstep: Class 23 contains 8838 members 
Mstep: Class 24 contains 5333 members 
Mstep: Class 25 contains 29548 members 
Mstep: Class 26 contains 24852 members 
Mstep: Class 27 contains 16036 members 
Mstep: Class 28 contains 114097 members 
Mstep: Class 29 contains 27332 members 
Mstep: Class 30 contains 2320 members 
Mstep: Class 31 contains 2330 members 
Mstep: Class 32 contains 8204 members 
Mstep: Class 33 contains 570626 members 
Mstep: Class 34 contains 62446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988984.000000 Penalty: 119701.210938
Iteration 324Q: 35 clusters Score -1.11989e+08 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 8438 members 
Mstep: Class 3 contains 13035 members 
Mstep: Class 4 contains 9987 members 
Mstep: Class 5 contains 42942 members 
Mstep: Class 6 contains 77368 members 
Mstep: Class 7 contains 11067 members 
Mstep: Class 8 contains 2287 members 
Mstep: Class 9 contains 67982 members 
Mstep: Class 10 contains 17223 members 
Mstep: Class 11 contains 151909 members 
Mstep: Class 12 contains 27738 members 
Mstep: Class 13 contains 7140 members 
Mstep: Class 14 contains 10034 members 
Mstep: Class 15 contains 2572 members 
Mstep: Class 16 contains 45281 members 
Mstep: Class 17 contains 6476 members 
Mstep: Class 18 contains 10656 members 
Mstep: Class 19 contains 37424 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18182 members 
Mstep: Class 22 contains 10336 members 
Mstep: Class 23 contains 8838 members 
Mstep: Class 24 contains 5333 members 
Mstep: Class 25 contains 29543 members 
Mstep: Class 26 contains 24852 members 
Mstep: Class 27 contains 16036 members 
Mstep: Class 28 contains 114368 members 
Mstep: Class 29 contains 27336 members 
Mstep: Class 30 contains 2320 members 
Mstep: Class 31 contains 2329 members 
Mstep: Class 32 contains 8204 members 
Mstep: Class 33 contains 570324 members 
Mstep: Class 34 contains 62432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111989008.000000 Penalty: 119701.210938
Iteration 325Q: 35 clusters Score -1.11989e+08 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 8438 members 
Mstep: Class 3 contains 13061 members 
Mstep: Class 4 contains 9965 members 
Mstep: Class 5 contains 43096 members 
Mstep: Class 6 contains 77352 members 
Mstep: Class 7 contains 11060 members 
Mstep: Class 8 contains 2286 members 
Mstep: Class 9 contains 67936 members 
Mstep: Class 10 contains 17225 members 
Mstep: Class 11 contains 151904 members 
Mstep: Class 12 contains 27737 members 
Mstep: Class 13 contains 7140 members 
Mstep: Class 14 contains 10034 members 
Mstep: Class 15 contains 2572 members 
Mstep: Class 16 contains 45285 members 
Mstep: Class 17 contains 6475 members 
Mstep: Class 18 contains 10657 members 
Mstep: Class 19 contains 37421 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18154 members 
Mstep: Class 22 contains 10334 members 
Mstep: Class 23 contains 8837 members 
Mstep: Class 24 contains 5333 members 
Mstep: Class 25 contains 29552 members 
Mstep: Class 26 contains 24850 members 
Mstep: Class 27 contains 16033 members 
Mstep: Class 28 contains 114667 members 
Mstep: Class 29 contains 27339 members 
Mstep: Class 30 contains 2320 members 
Mstep: Class 31 contains 2328 members 
Mstep: Class 32 contains 8204 members 
Mstep: Class 33 contains 569982 members 
Mstep: Class 34 contains 62413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111989112.000000 Penalty: 119701.210938
Iteration 326Q: 35 clusters Score -1.119891e+08 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 8438 members 
Mstep: Class 3 contains 13087 members 
Mstep: Class 4 contains 9957 members 
Mstep: Class 5 contains 43259 members 
Mstep: Class 6 contains 77347 members 
Mstep: Class 7 contains 11050 members 
Mstep: Class 8 contains 2286 members 
Mstep: Class 9 contains 67883 members 
Mstep: Class 10 contains 17226 members 
Mstep: Class 11 contains 151903 members 
Mstep: Class 12 contains 27730 members 
Mstep: Class 13 contains 7137 members 
Mstep: Class 14 contains 10035 members 
Mstep: Class 15 contains 2572 members 
Mstep: Class 16 contains 45287 members 
Mstep: Class 17 contains 6473 members 
Mstep: Class 18 contains 10662 members 
Mstep: Class 19 contains 37432 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18135 members 
Mstep: Class 22 contains 10336 members 
Mstep: Class 23 contains 8835 members 
Mstep: Class 24 contains 5335 members 
Mstep: Class 25 contains 29553 members 
Mstep: Class 26 contains 24846 members 
Mstep: Class 27 contains 16032 members 
Mstep: Class 28 contains 114915 members 
Mstep: Class 29 contains 27341 members 
Mstep: Class 30 contains 2320 members 
Mstep: Class 31 contains 2327 members 
Mstep: Class 32 contains 8204 members 
Mstep: Class 33 contains 569648 members 
Mstep: Class 34 contains 62400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111989152.000000 Penalty: 119701.210938
Iteration 327Q: 35 clusters Score -1.119892e+08 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 8438 members 
Mstep: Class 3 contains 13098 members 
Mstep: Class 4 contains 9954 members 
Mstep: Class 5 contains 43422 members 
Mstep: Class 6 contains 77341 members 
Mstep: Class 7 contains 11047 members 
Mstep: Class 8 contains 2286 members 
Mstep: Class 9 contains 67832 members 
Mstep: Class 10 contains 17218 members 
Mstep: Class 11 contains 151895 members 
Mstep: Class 12 contains 27724 members 
Mstep: Class 13 contains 7136 members 
Mstep: Class 14 contains 10035 members 
Mstep: Class 15 contains 2572 members 
Mstep: Class 16 contains 45291 members 
Mstep: Class 17 contains 6472 members 
Mstep: Class 18 contains 10665 members 
Mstep: Class 19 contains 37450 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18117 members 
Mstep: Class 22 contains 10327 members 
Mstep: Class 23 contains 8835 members 
Mstep: Class 24 contains 5336 members 
Mstep: Class 25 contains 29561 members 
Mstep: Class 26 contains 24832 members 
Mstep: Class 27 contains 16031 members 
Mstep: Class 28 contains 115206 members 
Mstep: Class 29 contains 27345 members 
Mstep: Class 30 contains 2319 members 
Mstep: Class 31 contains 2327 members 
Mstep: Class 32 contains 8204 members 
Mstep: Class 33 contains 569278 members 
Mstep: Class 34 contains 62397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111989248.000000 Penalty: 119701.210938
Iteration 328Q: 35 clusters Score -1.119892e+08 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 8438 members 
Mstep: Class 3 contains 13114 members 
Mstep: Class 4 contains 9946 members 
Mstep: Class 5 contains 43571 members 
Mstep: Class 6 contains 77335 members 
Mstep: Class 7 contains 11038 members 
Mstep: Class 8 contains 2286 members 
Mstep: Class 9 contains 67771 members 
Mstep: Class 10 contains 17218 members 
Mstep: Class 11 contains 151896 members 
Mstep: Class 12 contains 27718 members 
Mstep: Class 13 contains 7135 members 
Mstep: Class 14 contains 10035 members 
Mstep: Class 15 contains 2572 members 
Mstep: Class 16 contains 45293 members 
Mstep: Class 17 contains 6471 members 
Mstep: Class 18 contains 10665 members 
Mstep: Class 19 contains 37466 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18085 members 
Mstep: Class 22 contains 10318 members 
Mstep: Class 23 contains 8835 members 
Mstep: Class 24 contains 5335 members 
Mstep: Class 25 contains 29572 members 
Mstep: Class 26 contains 24822 members 
Mstep: Class 27 contains 16029 members 
Mstep: Class 28 contains 115478 members 
Mstep: Class 29 contains 27352 members 
Mstep: Class 30 contains 2319 members 
Mstep: Class 31 contains 2327 members 
Mstep: Class 32 contains 8204 members 
Mstep: Class 33 contains 568962 members 
Mstep: Class 34 contains 62384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111989520.000000 Penalty: 119701.210938
Iteration 329Q: 35 clusters Score -1.119895e+08 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 8438 members 
Mstep: Class 3 contains 13136 members 
Mstep: Class 4 contains 9937 members 
Mstep: Class 5 contains 43735 members 
Mstep: Class 6 contains 77341 members 
Mstep: Class 7 contains 11028 members 
Mstep: Class 8 contains 2286 members 
Mstep: Class 9 contains 67713 members 
Mstep: Class 10 contains 17211 members 
Mstep: Class 11 contains 151897 members 
Mstep: Class 12 contains 27711 members 
Mstep: Class 13 contains 7130 members 
Mstep: Class 14 contains 10034 members 
Mstep: Class 15 contains 2572 members 
Mstep: Class 16 contains 45296 members 
Mstep: Class 17 contains 6470 members 
Mstep: Class 18 contains 10671 members 
Mstep: Class 19 contains 37475 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18057 members 
Mstep: Class 22 contains 10305 members 
Mstep: Class 23 contains 8835 members 
Mstep: Class 24 contains 5335 members 
Mstep: Class 25 contains 29577 members 
Mstep: Class 26 contains 24821 members 
Mstep: Class 27 contains 16027 members 
Mstep: Class 28 contains 115745 members 
Mstep: Class 29 contains 27357 members 
Mstep: Class 30 contains 2319 members 
Mstep: Class 31 contains 2327 members 
Mstep: Class 32 contains 8204 members 
Mstep: Class 33 contains 568619 members 
Mstep: Class 34 contains 62380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111989304.000000 Penalty: 119701.210938
Iteration 330Q: 35 clusters Score -1.119893e+08 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 8438 members 
Mstep: Class 3 contains 13157 members 
Mstep: Class 4 contains 9913 members 
Mstep: Class 5 contains 43895 members 
Mstep: Class 6 contains 77338 members 
Mstep: Class 7 contains 11015 members 
Mstep: Class 8 contains 2286 members 
Mstep: Class 9 contains 67657 members 
Mstep: Class 10 contains 17208 members 
Mstep: Class 11 contains 151897 members 
Mstep: Class 12 contains 27710 members 
Mstep: Class 13 contains 7125 members 
Mstep: Class 14 contains 10034 members 
Mstep: Class 15 contains 2572 members 
Mstep: Class 16 contains 45300 members 
Mstep: Class 17 contains 6466 members 
Mstep: Class 18 contains 10675 members 
Mstep: Class 19 contains 37487 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18034 members 
Mstep: Class 22 contains 10299 members 
Mstep: Class 23 contains 8834 members 
Mstep: Class 24 contains 5337 members 
Mstep: Class 25 contains 29577 members 
Mstep: Class 26 contains 24819 members 
Mstep: Class 27 contains 16020 members 
Mstep: Class 28 contains 115974 members 
Mstep: Class 29 contains 27363 members 
Mstep: Class 30 contains 2319 members 
Mstep: Class 31 contains 2326 members 
Mstep: Class 32 contains 8204 members 
Mstep: Class 33 contains 568337 members 
Mstep: Class 34 contains 62370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111989248.000000 Penalty: 119701.210938
Iteration 331Q: 35 clusters Score -1.119892e+08 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 8438 members 
Mstep: Class 3 contains 13183 members 
Mstep: Class 4 contains 9901 members 
Mstep: Class 5 contains 44037 members 
Mstep: Class 6 contains 77340 members 
Mstep: Class 7 contains 10996 members 
Mstep: Class 8 contains 2284 members 
Mstep: Class 9 contains 67600 members 
Mstep: Class 10 contains 17205 members 
Mstep: Class 11 contains 151889 members 
Mstep: Class 12 contains 27708 members 
Mstep: Class 13 contains 7120 members 
Mstep: Class 14 contains 10034 members 
Mstep: Class 15 contains 2572 members 
Mstep: Class 16 contains 45304 members 
Mstep: Class 17 contains 6464 members 
Mstep: Class 18 contains 10683 members 
Mstep: Class 19 contains 37497 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 18011 members 
Mstep: Class 22 contains 10291 members 
Mstep: Class 23 contains 8834 members 
Mstep: Class 24 contains 5338 members 
Mstep: Class 25 contains 29570 members 
Mstep: Class 26 contains 24817 members 
Mstep: Class 27 contains 16014 members 
Mstep: Class 28 contains 116231 members 
Mstep: Class 29 contains 27373 members 
Mstep: Class 30 contains 2320 members 
Mstep: Class 31 contains 2326 members 
Mstep: Class 32 contains 8204 members 
Mstep: Class 33 contains 568031 members 
Mstep: Class 34 contains 62370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111989184.000000 Penalty: 119701.210938
Iteration 332Q: 35 clusters Score -1.119892e+08 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 8438 members 
Mstep: Class 3 contains 13208 members 
Mstep: Class 4 contains 9873 members 
Mstep: Class 5 contains 44176 members 
Mstep: Class 6 contains 77339 members 
Mstep: Class 7 contains 10989 members 
Mstep: Class 8 contains 2283 members 
Mstep: Class 9 contains 67540 members 
Mstep: Class 10 contains 17201 members 
Mstep: Class 11 contains 151892 members 
Mstep: Class 12 contains 27703 members 
Mstep: Class 13 contains 7114 members 
Mstep: Class 14 contains 10034 members 
Mstep: Class 15 contains 2572 members 
Mstep: Class 16 contains 45306 members 
Mstep: Class 17 contains 6461 members 
Mstep: Class 18 contains 10681 members 
Mstep: Class 19 contains 37504 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 17996 members 
Mstep: Class 22 contains 10285 members 
Mstep: Class 23 contains 8833 members 
Mstep: Class 24 contains 5339 members 
Mstep: Class 25 contains 29566 members 
Mstep: Class 26 contains 24818 members 
Mstep: Class 27 contains 16011 members 
Mstep: Class 28 contains 116473 members 
Mstep: Class 29 contains 27383 members 
Mstep: Class 30 contains 2319 members 
Mstep: Class 31 contains 2326 members 
Mstep: Class 32 contains 8205 members 
Mstep: Class 33 contains 567747 members 
Mstep: Class 34 contains 62362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111989384.000000 Penalty: 119701.210938
Iteration 333Q: 35 clusters Score -1.119894e+08 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 8438 members 
Mstep: Class 3 contains 13230 members 
Mstep: Class 4 contains 9843 members 
Mstep: Class 5 contains 44337 members 
Mstep: Class 6 contains 77335 members 
Mstep: Class 7 contains 10972 members 
Mstep: Class 8 contains 2285 members 
Mstep: Class 9 contains 67492 members 
Mstep: Class 10 contains 17198 members 
Mstep: Class 11 contains 151896 members 
Mstep: Class 12 contains 27696 members 
Mstep: Class 13 contains 7108 members 
Mstep: Class 14 contains 10034 members 
Mstep: Class 15 contains 2572 members 
Mstep: Class 16 contains 45310 members 
Mstep: Class 17 contains 6455 members 
Mstep: Class 18 contains 10675 members 
Mstep: Class 19 contains 37524 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 17971 members 
Mstep: Class 22 contains 10279 members 
Mstep: Class 23 contains 8835 members 
Mstep: Class 24 contains 5337 members 
Mstep: Class 25 contains 29569 members 
Mstep: Class 26 contains 24820 members 
Mstep: Class 27 contains 16010 members 
Mstep: Class 28 contains 116701 members 
Mstep: Class 29 contains 27394 members 
Mstep: Class 30 contains 2316 members 
Mstep: Class 31 contains 2326 members 
Mstep: Class 32 contains 8205 members 
Mstep: Class 33 contains 567452 members 
Mstep: Class 34 contains 62359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111989368.000000 Penalty: 119701.210938
Iteration 334Q: 35 clusters Score -1.119894e+08 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 8438 members 
Mstep: Class 3 contains 13256 members 
Mstep: Class 4 contains 9817 members 
Mstep: Class 5 contains 44472 members 
Mstep: Class 6 contains 77331 members 
Mstep: Class 7 contains 10962 members 
Mstep: Class 8 contains 2284 members 
Mstep: Class 9 contains 67443 members 
Mstep: Class 10 contains 17193 members 
Mstep: Class 11 contains 151893 members 
Mstep: Class 12 contains 27695 members 
Mstep: Class 13 contains 7102 members 
Mstep: Class 14 contains 10034 members 
Mstep: Class 15 contains 2572 members 
Mstep: Class 16 contains 45313 members 
Mstep: Class 17 contains 6453 members 
Mstep: Class 18 contains 10672 members 
Mstep: Class 19 contains 37534 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 17942 members 
Mstep: Class 22 contains 10275 members 
Mstep: Class 23 contains 8834 members 
Mstep: Class 24 contains 5336 members 
Mstep: Class 25 contains 29565 members 
Mstep: Class 26 contains 24814 members 
Mstep: Class 27 contains 16007 members 
Mstep: Class 28 contains 116994 members 
Mstep: Class 29 contains 27405 members 
Mstep: Class 30 contains 2316 members 
Mstep: Class 31 contains 2326 members 
Mstep: Class 32 contains 8206 members 
Mstep: Class 33 contains 567129 members 
Mstep: Class 34 contains 62357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111989080.000000 Penalty: 119701.210938
Iteration 335Q: 35 clusters Score -1.119891e+08 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 8438 members 
Mstep: Class 3 contains 13290 members 
Mstep: Class 4 contains 9792 members 
Mstep: Class 5 contains 44597 members 
Mstep: Class 6 contains 77335 members 
Mstep: Class 7 contains 10946 members 
Mstep: Class 8 contains 2282 members 
Mstep: Class 9 contains 67399 members 
Mstep: Class 10 contains 17187 members 
Mstep: Class 11 contains 151885 members 
Mstep: Class 12 contains 27694 members 
Mstep: Class 13 contains 7098 members 
Mstep: Class 14 contains 10034 members 
Mstep: Class 15 contains 2572 members 
Mstep: Class 16 contains 45313 members 
Mstep: Class 17 contains 6448 members 
Mstep: Class 18 contains 10669 members 
Mstep: Class 19 contains 37544 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 17946 members 
Mstep: Class 22 contains 10269 members 
Mstep: Class 23 contains 8833 members 
Mstep: Class 24 contains 5337 members 
Mstep: Class 25 contains 29580 members 
Mstep: Class 26 contains 24818 members 
Mstep: Class 27 contains 16004 members 
Mstep: Class 28 contains 117275 members 
Mstep: Class 29 contains 27408 members 
Mstep: Class 30 contains 2316 members 
Mstep: Class 31 contains 2326 members 
Mstep: Class 32 contains 8206 members 
Mstep: Class 33 contains 566772 members 
Mstep: Class 34 contains 62358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111989016.000000 Penalty: 119701.210938
Iteration 336Q: 35 clusters Score -1.11989e+08 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 8438 members 
Mstep: Class 3 contains 13329 members 
Mstep: Class 4 contains 9775 members 
Mstep: Class 5 contains 44733 members 
Mstep: Class 6 contains 77331 members 
Mstep: Class 7 contains 10924 members 
Mstep: Class 8 contains 2281 members 
Mstep: Class 9 contains 67338 members 
Mstep: Class 10 contains 17185 members 
Mstep: Class 11 contains 151884 members 
Mstep: Class 12 contains 27690 members 
Mstep: Class 13 contains 7097 members 
Mstep: Class 14 contains 10034 members 
Mstep: Class 15 contains 2572 members 
Mstep: Class 16 contains 45316 members 
Mstep: Class 17 contains 6443 members 
Mstep: Class 18 contains 10664 members 
Mstep: Class 19 contains 37553 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 17939 members 
Mstep: Class 22 contains 10265 members 
Mstep: Class 23 contains 8833 members 
Mstep: Class 24 contains 5336 members 
Mstep: Class 25 contains 29587 members 
Mstep: Class 26 contains 24819 members 
Mstep: Class 27 contains 15999 members 
Mstep: Class 28 contains 117574 members 
Mstep: Class 29 contains 27403 members 
Mstep: Class 30 contains 2316 members 
Mstep: Class 31 contains 2325 members 
Mstep: Class 32 contains 8206 members 
Mstep: Class 33 contains 566432 members 
Mstep: Class 34 contains 62350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111989032.000000 Penalty: 119701.210938
Iteration 337Q: 35 clusters Score -1.11989e+08 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 8438 members 
Mstep: Class 3 contains 13356 members 
Mstep: Class 4 contains 9750 members 
Mstep: Class 5 contains 44882 members 
Mstep: Class 6 contains 77331 members 
Mstep: Class 7 contains 10900 members 
Mstep: Class 8 contains 2281 members 
Mstep: Class 9 contains 67274 members 
Mstep: Class 10 contains 17185 members 
Mstep: Class 11 contains 151891 members 
Mstep: Class 12 contains 27682 members 
Mstep: Class 13 contains 7096 members 
Mstep: Class 14 contains 10035 members 
Mstep: Class 15 contains 2573 members 
Mstep: Class 16 contains 45324 members 
Mstep: Class 17 contains 6441 members 
Mstep: Class 18 contains 10662 members 
Mstep: Class 19 contains 37564 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 17927 members 
Mstep: Class 22 contains 10259 members 
Mstep: Class 23 contains 8833 members 
Mstep: Class 24 contains 5335 members 
Mstep: Class 25 contains 29595 members 
Mstep: Class 26 contains 24816 members 
Mstep: Class 27 contains 15992 members 
Mstep: Class 28 contains 117857 members 
Mstep: Class 29 contains 27401 members 
Mstep: Class 30 contains 2317 members 
Mstep: Class 31 contains 2325 members 
Mstep: Class 32 contains 8206 members 
Mstep: Class 33 contains 566101 members 
Mstep: Class 34 contains 62342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111989072.000000 Penalty: 119701.210938
Iteration 338Q: 35 clusters Score -1.119891e+08 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 8438 members 
Mstep: Class 3 contains 13380 members 
Mstep: Class 4 contains 9725 members 
Mstep: Class 5 contains 45046 members 
Mstep: Class 6 contains 77331 members 
Mstep: Class 7 contains 10888 members 
Mstep: Class 8 contains 2280 members 
Mstep: Class 9 contains 67199 members 
Mstep: Class 10 contains 17180 members 
Mstep: Class 11 contains 151901 members 
Mstep: Class 12 contains 27680 members 
Mstep: Class 13 contains 7095 members 
Mstep: Class 14 contains 10036 members 
Mstep: Class 15 contains 2573 members 
Mstep: Class 16 contains 45326 members 
Mstep: Class 17 contains 6438 members 
Mstep: Class 18 contains 10659 members 
Mstep: Class 19 contains 37567 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 17917 members 
Mstep: Class 22 contains 10252 members 
Mstep: Class 23 contains 8831 members 
Mstep: Class 24 contains 5335 members 
Mstep: Class 25 contains 29606 members 
Mstep: Class 26 contains 24807 members 
Mstep: Class 27 contains 15988 members 
Mstep: Class 28 contains 118167 members 
Mstep: Class 29 contains 27402 members 
Mstep: Class 30 contains 2318 members 
Mstep: Class 31 contains 2325 members 
Mstep: Class 32 contains 8206 members 
Mstep: Class 33 contains 565739 members 
Mstep: Class 34 contains 62338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111989216.000000 Penalty: 119701.210938
Iteration 339Q: 35 clusters Score -1.119892e+08 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 8438 members 
Mstep: Class 3 contains 13406 members 
Mstep: Class 4 contains 9713 members 
Mstep: Class 5 contains 45238 members 
Mstep: Class 6 contains 77330 members 
Mstep: Class 7 contains 10877 members 
Mstep: Class 8 contains 2281 members 
Mstep: Class 9 contains 67127 members 
Mstep: Class 10 contains 17179 members 
Mstep: Class 11 contains 151901 members 
Mstep: Class 12 contains 27675 members 
Mstep: Class 13 contains 7090 members 
Mstep: Class 14 contains 10037 members 
Mstep: Class 15 contains 2573 members 
Mstep: Class 16 contains 45328 members 
Mstep: Class 17 contains 6436 members 
Mstep: Class 18 contains 10666 members 
Mstep: Class 19 contains 37576 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 17901 members 
Mstep: Class 22 contains 10246 members 
Mstep: Class 23 contains 8829 members 
Mstep: Class 24 contains 5335 members 
Mstep: Class 25 contains 29614 members 
Mstep: Class 26 contains 24799 members 
Mstep: Class 27 contains 15987 members 
Mstep: Class 28 contains 118462 members 
Mstep: Class 29 contains 27405 members 
Mstep: Class 30 contains 2318 members 
Mstep: Class 31 contains 2325 members 
Mstep: Class 32 contains 8206 members 
Mstep: Class 33 contains 565351 members 
Mstep: Class 34 contains 62326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111989488.000000 Penalty: 119701.210938
Iteration 340F: 35 clusters Score -1.119895e+08 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 8438 members 
Mstep: Class 3 contains 13436 members 
Mstep: Class 4 contains 9698 members 
Mstep: Class 5 contains 45429 members 
Mstep: Class 6 contains 77330 members 
Mstep: Class 7 contains 10866 members 
Mstep: Class 8 contains 2281 members 
Mstep: Class 9 contains 67063 members 
Mstep: Class 10 contains 17173 members 
Mstep: Class 11 contains 151898 members 
Mstep: Class 12 contains 27671 members 
Mstep: Class 13 contains 7086 members 
Mstep: Class 14 contains 10037 members 
Mstep: Class 15 contains 2574 members 
Mstep: Class 16 contains 45326 members 
Mstep: Class 17 contains 6431 members 
Mstep: Class 18 contains 10672 members 
Mstep: Class 19 contains 37584 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 17893 members 
Mstep: Class 22 contains 10245 members 
Mstep: Class 23 contains 8826 members 
Mstep: Class 24 contains 5335 members 
Mstep: Class 25 contains 29619 members 
Mstep: Class 26 contains 24790 members 
Mstep: Class 27 contains 15985 members 
Mstep: Class 28 contains 118745 members 
Mstep: Class 29 contains 27408 members 
Mstep: Class 30 contains 2318 members 
Mstep: Class 31 contains 2324 members 
Mstep: Class 32 contains 8206 members 
Mstep: Class 33 contains 564971 members 
Mstep: Class 34 contains 62321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111989520.000000 Penalty: 119701.210938
Iteration 341Q: 35 clusters Score -1.119895e+08 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 8438 members 
Mstep: Class 3 contains 13474 members 
Mstep: Class 4 contains 9683 members 
Mstep: Class 5 contains 45601 members 
Mstep: Class 6 contains 77327 members 
Mstep: Class 7 contains 10859 members 
Mstep: Class 8 contains 2279 members 
Mstep: Class 9 contains 67008 members 
Mstep: Class 10 contains 17171 members 
Mstep: Class 11 contains 151898 members 
Mstep: Class 12 contains 27667 members 
Mstep: Class 13 contains 7081 members 
Mstep: Class 14 contains 10037 members 
Mstep: Class 15 contains 2575 members 
Mstep: Class 16 contains 45327 members 
Mstep: Class 17 contains 6429 members 
Mstep: Class 18 contains 10679 members 
Mstep: Class 19 contains 37590 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 17878 members 
Mstep: Class 22 contains 10244 members 
Mstep: Class 23 contains 8825 members 
Mstep: Class 24 contains 5336 members 
Mstep: Class 25 contains 29619 members 
Mstep: Class 26 contains 24782 members 
Mstep: Class 27 contains 15983 members 
Mstep: Class 28 contains 119077 members 
Mstep: Class 29 contains 27416 members 
Mstep: Class 30 contains 2318 members 
Mstep: Class 31 contains 2323 members 
Mstep: Class 32 contains 8205 members 
Mstep: Class 33 contains 564544 members 
Mstep: Class 34 contains 62309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111989536.000000 Penalty: 119701.210938
Iteration 342Q: 35 clusters Score -1.119895e+08 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 8438 members 
Mstep: Class 3 contains 13510 members 
Mstep: Class 4 contains 9673 members 
Mstep: Class 5 contains 45774 members 
Mstep: Class 6 contains 77324 members 
Mstep: Class 7 contains 10851 members 
Mstep: Class 8 contains 2278 members 
Mstep: Class 9 contains 66957 members 
Mstep: Class 10 contains 17169 members 
Mstep: Class 11 contains 151895 members 
Mstep: Class 12 contains 27659 members 
Mstep: Class 13 contains 7071 members 
Mstep: Class 14 contains 10037 members 
Mstep: Class 15 contains 2575 members 
Mstep: Class 16 contains 45332 members 
Mstep: Class 17 contains 6420 members 
Mstep: Class 18 contains 10684 members 
Mstep: Class 19 contains 37602 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 17870 members 
Mstep: Class 22 contains 10236 members 
Mstep: Class 23 contains 8823 members 
Mstep: Class 24 contains 5336 members 
Mstep: Class 25 contains 29623 members 
Mstep: Class 26 contains 24777 members 
Mstep: Class 27 contains 15984 members 
Mstep: Class 28 contains 119430 members 
Mstep: Class 29 contains 27421 members 
Mstep: Class 30 contains 2318 members 
Mstep: Class 31 contains 2322 members 
Mstep: Class 32 contains 8205 members 
Mstep: Class 33 contains 564077 members 
Mstep: Class 34 contains 62311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111989464.000000 Penalty: 119701.210938
Iteration 343Q: 35 clusters Score -1.119895e+08 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 8438 members 
Mstep: Class 3 contains 13547 members 
Mstep: Class 4 contains 9655 members 
Mstep: Class 5 contains 45942 members 
Mstep: Class 6 contains 77319 members 
Mstep: Class 7 contains 10841 members 
Mstep: Class 8 contains 2278 members 
Mstep: Class 9 contains 66885 members 
Mstep: Class 10 contains 17171 members 
Mstep: Class 11 contains 151881 members 
Mstep: Class 12 contains 27650 members 
Mstep: Class 13 contains 7064 members 
Mstep: Class 14 contains 10037 members 
Mstep: Class 15 contains 2576 members 
Mstep: Class 16 contains 45339 members 
Mstep: Class 17 contains 6414 members 
Mstep: Class 18 contains 10694 members 
Mstep: Class 19 contains 37625 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 17858 members 
Mstep: Class 22 contains 10235 members 
Mstep: Class 23 contains 8820 members 
Mstep: Class 24 contains 5334 members 
Mstep: Class 25 contains 29617 members 
Mstep: Class 26 contains 24777 members 
Mstep: Class 27 contains 15990 members 
Mstep: Class 28 contains 119847 members 
Mstep: Class 29 contains 27425 members 
Mstep: Class 30 contains 2319 members 
Mstep: Class 31 contains 2322 members 
Mstep: Class 32 contains 8205 members 
Mstep: Class 33 contains 563574 members 
Mstep: Class 34 contains 62302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111989456.000000 Penalty: 119701.210938
Iteration 344Q: 35 clusters Score -1.119895e+08 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 8438 members 
Mstep: Class 3 contains 13580 members 
Mstep: Class 4 contains 9642 members 
Mstep: Class 5 contains 46109 members 
Mstep: Class 6 contains 77303 members 
Mstep: Class 7 contains 10831 members 
Mstep: Class 8 contains 2278 members 
Mstep: Class 9 contains 66820 members 
Mstep: Class 10 contains 17174 members 
Mstep: Class 11 contains 151875 members 
Mstep: Class 12 contains 27643 members 
Mstep: Class 13 contains 7056 members 
Mstep: Class 14 contains 10037 members 
Mstep: Class 15 contains 2577 members 
Mstep: Class 16 contains 45341 members 
Mstep: Class 17 contains 6410 members 
Mstep: Class 18 contains 10695 members 
Mstep: Class 19 contains 37650 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 17850 members 
Mstep: Class 22 contains 10231 members 
Mstep: Class 23 contains 8816 members 
Mstep: Class 24 contains 5332 members 
Mstep: Class 25 contains 29619 members 
Mstep: Class 26 contains 24776 members 
Mstep: Class 27 contains 15996 members 
Mstep: Class 28 contains 120300 members 
Mstep: Class 29 contains 27425 members 
Mstep: Class 30 contains 2319 members 
Mstep: Class 31 contains 2323 members 
Mstep: Class 32 contains 8205 members 
Mstep: Class 33 contains 563026 members 
Mstep: Class 34 contains 62303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111989560.000000 Penalty: 119701.210938
Iteration 345Q: 35 clusters Score -1.119896e+08 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 8438 members 
Mstep: Class 3 contains 13607 members 
Mstep: Class 4 contains 9640 members 
Mstep: Class 5 contains 46270 members 
Mstep: Class 6 contains 77296 members 
Mstep: Class 7 contains 10823 members 
Mstep: Class 8 contains 2279 members 
Mstep: Class 9 contains 66739 members 
Mstep: Class 10 contains 17168 members 
Mstep: Class 11 contains 151874 members 
Mstep: Class 12 contains 27635 members 
Mstep: Class 13 contains 7049 members 
Mstep: Class 14 contains 10037 members 
Mstep: Class 15 contains 2580 members 
Mstep: Class 16 contains 45347 members 
Mstep: Class 17 contains 6408 members 
Mstep: Class 18 contains 10695 members 
Mstep: Class 19 contains 37670 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 17820 members 
Mstep: Class 22 contains 10229 members 
Mstep: Class 23 contains 8812 members 
Mstep: Class 24 contains 5330 members 
Mstep: Class 25 contains 29627 members 
Mstep: Class 26 contains 24781 members 
Mstep: Class 27 contains 15994 members 
Mstep: Class 28 contains 120795 members 
Mstep: Class 29 contains 27431 members 
Mstep: Class 30 contains 2319 members 
Mstep: Class 31 contains 2323 members 
Mstep: Class 32 contains 8205 members 
Mstep: Class 33 contains 562461 members 
Mstep: Class 34 contains 62300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111989408.000000 Penalty: 119701.210938
Iteration 346Q: 35 clusters Score -1.119894e+08 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 8438 members 
Mstep: Class 3 contains 13634 members 
Mstep: Class 4 contains 9635 members 
Mstep: Class 5 contains 46434 members 
Mstep: Class 6 contains 77280 members 
Mstep: Class 7 contains 10808 members 
Mstep: Class 8 contains 2279 members 
Mstep: Class 9 contains 66658 members 
Mstep: Class 10 contains 17161 members 
Mstep: Class 11 contains 151880 members 
Mstep: Class 12 contains 27625 members 
Mstep: Class 13 contains 7037 members 
Mstep: Class 14 contains 10037 members 
Mstep: Class 15 contains 2584 members 
Mstep: Class 16 contains 45355 members 
Mstep: Class 17 contains 6407 members 
Mstep: Class 18 contains 10697 members 
Mstep: Class 19 contains 37685 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 17791 members 
Mstep: Class 22 contains 10227 members 
Mstep: Class 23 contains 8809 members 
Mstep: Class 24 contains 5326 members 
Mstep: Class 25 contains 29638 members 
Mstep: Class 26 contains 24783 members 
Mstep: Class 27 contains 15989 members 
Mstep: Class 28 contains 121282 members 
Mstep: Class 29 contains 27430 members 
Mstep: Class 30 contains 2320 members 
Mstep: Class 31 contains 2323 members 
Mstep: Class 32 contains 8205 members 
Mstep: Class 33 contains 561933 members 
Mstep: Class 34 contains 62293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111989424.000000 Penalty: 119701.210938
Iteration 347Q: 35 clusters Score -1.119894e+08 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 8438 members 
Mstep: Class 3 contains 13663 members 
Mstep: Class 4 contains 9624 members 
Mstep: Class 5 contains 46597 members 
Mstep: Class 6 contains 77268 members 
Mstep: Class 7 contains 10790 members 
Mstep: Class 8 contains 2279 members 
Mstep: Class 9 contains 66565 members 
Mstep: Class 10 contains 17154 members 
Mstep: Class 11 contains 151885 members 
Mstep: Class 12 contains 27617 members 
Mstep: Class 13 contains 7026 members 
Mstep: Class 14 contains 10038 members 
Mstep: Class 15 contains 2589 members 
Mstep: Class 16 contains 45362 members 
Mstep: Class 17 contains 6404 members 
Mstep: Class 18 contains 10706 members 
Mstep: Class 19 contains 37702 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 17761 members 
Mstep: Class 22 contains 10225 members 
Mstep: Class 23 contains 8804 members 
Mstep: Class 24 contains 5323 members 
Mstep: Class 25 contains 29644 members 
Mstep: Class 26 contains 24783 members 
Mstep: Class 27 contains 15980 members 
Mstep: Class 28 contains 121769 members 
Mstep: Class 29 contains 27431 members 
Mstep: Class 30 contains 2319 members 
Mstep: Class 31 contains 2323 members 
Mstep: Class 32 contains 8205 members 
Mstep: Class 33 contains 561410 members 
Mstep: Class 34 contains 62300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111989432.000000 Penalty: 119701.210938
Iteration 348Q: 35 clusters Score -1.119894e+08 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 8438 members 
Mstep: Class 3 contains 13686 members 
Mstep: Class 4 contains 9610 members 
Mstep: Class 5 contains 46752 members 
Mstep: Class 6 contains 77258 members 
Mstep: Class 7 contains 10768 members 
Mstep: Class 8 contains 2278 members 
Mstep: Class 9 contains 66466 members 
Mstep: Class 10 contains 17153 members 
Mstep: Class 11 contains 151885 members 
Mstep: Class 12 contains 27610 members 
Mstep: Class 13 contains 7023 members 
Mstep: Class 14 contains 10039 members 
Mstep: Class 15 contains 2596 members 
Mstep: Class 16 contains 45367 members 
Mstep: Class 17 contains 6398 members 
Mstep: Class 18 contains 10709 members 
Mstep: Class 19 contains 37721 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 17741 members 
Mstep: Class 22 contains 10221 members 
Mstep: Class 23 contains 8797 members 
Mstep: Class 24 contains 5322 members 
Mstep: Class 25 contains 29641 members 
Mstep: Class 26 contains 24777 members 
Mstep: Class 27 contains 15972 members 
Mstep: Class 28 contains 122280 members 
Mstep: Class 29 contains 27433 members 
Mstep: Class 30 contains 2319 members 
Mstep: Class 31 contains 2322 members 
Mstep: Class 32 contains 8205 members 
Mstep: Class 33 contains 560899 members 
Mstep: Class 34 contains 62299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111989272.000000 Penalty: 119701.210938
Iteration 349Q: 35 clusters Score -1.119893e+08 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 8438 members 
Mstep: Class 3 contains 13706 members 
Mstep: Class 4 contains 9591 members 
Mstep: Class 5 contains 46916 members 
Mstep: Class 6 contains 77246 members 
Mstep: Class 7 contains 10750 members 
Mstep: Class 8 contains 2278 members 
Mstep: Class 9 contains 66382 members 
Mstep: Class 10 contains 17158 members 
Mstep: Class 11 contains 151884 members 
Mstep: Class 12 contains 27604 members 
Mstep: Class 13 contains 7018 members 
Mstep: Class 14 contains 10040 members 
Mstep: Class 15 contains 2600 members 
Mstep: Class 16 contains 45369 members 
Mstep: Class 17 contains 6393 members 
Mstep: Class 18 contains 10716 members 
Mstep: Class 19 contains 37739 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 17723 members 
Mstep: Class 22 contains 10213 members 
Mstep: Class 23 contains 8792 members 
Mstep: Class 24 contains 5320 members 
Mstep: Class 25 contains 29648 members 
Mstep: Class 26 contains 24771 members 
Mstep: Class 27 contains 15964 members 
Mstep: Class 28 contains 122761 members 
Mstep: Class 29 contains 27435 members 
Mstep: Class 30 contains 2319 members 
Mstep: Class 31 contains 2323 members 
Mstep: Class 32 contains 8205 members 
Mstep: Class 33 contains 560389 members 
Mstep: Class 34 contains 62291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111989472.000000 Penalty: 119701.210938
Iteration 350Q: 35 clusters Score -1.119895e+08 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 8438 members 
Mstep: Class 3 contains 13728 members 
Mstep: Class 4 contains 9565 members 
Mstep: Class 5 contains 47065 members 
Mstep: Class 6 contains 77236 members 
Mstep: Class 7 contains 10728 members 
Mstep: Class 8 contains 2278 members 
Mstep: Class 9 contains 66311 members 
Mstep: Class 10 contains 17152 members 
Mstep: Class 11 contains 151893 members 
Mstep: Class 12 contains 27600 members 
Mstep: Class 13 contains 7013 members 
Mstep: Class 14 contains 10042 members 
Mstep: Class 15 contains 2602 members 
Mstep: Class 16 contains 45374 members 
Mstep: Class 17 contains 6387 members 
Mstep: Class 18 contains 10717 members 
Mstep: Class 19 contains 37752 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 17709 members 
Mstep: Class 22 contains 10210 members 
Mstep: Class 23 contains 8789 members 
Mstep: Class 24 contains 5321 members 
Mstep: Class 25 contains 29658 members 
Mstep: Class 26 contains 24772 members 
Mstep: Class 27 contains 15958 members 
Mstep: Class 28 contains 123265 members 
Mstep: Class 29 contains 27438 members 
Mstep: Class 30 contains 2319 members 
Mstep: Class 31 contains 2323 members 
Mstep: Class 32 contains 8206 members 
Mstep: Class 33 contains 559848 members 
Mstep: Class 34 contains 62284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111989288.000000 Penalty: 119701.210938
Iteration 351Q: 35 clusters Score -1.119893e+08 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 8438 members 
Mstep: Class 3 contains 13748 members 
Mstep: Class 4 contains 9552 members 
Mstep: Class 5 contains 47218 members 
Mstep: Class 6 contains 77222 members 
Mstep: Class 7 contains 10711 members 
Mstep: Class 8 contains 2279 members 
Mstep: Class 9 contains 66242 members 
Mstep: Class 10 contains 17150 members 
Mstep: Class 11 contains 151891 members 
Mstep: Class 12 contains 27595 members 
Mstep: Class 13 contains 7006 members 
Mstep: Class 14 contains 10043 members 
Mstep: Class 15 contains 2604 members 
Mstep: Class 16 contains 45376 members 
Mstep: Class 17 contains 6385 members 
Mstep: Class 18 contains 10718 members 
Mstep: Class 19 contains 37753 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 17705 members 
Mstep: Class 22 contains 10216 members 
Mstep: Class 23 contains 8787 members 
Mstep: Class 24 contains 5321 members 
Mstep: Class 25 contains 29662 members 
Mstep: Class 26 contains 24772 members 
Mstep: Class 27 contains 15957 members 
Mstep: Class 28 contains 123749 members 
Mstep: Class 29 contains 27439 members 
Mstep: Class 30 contains 2320 members 
Mstep: Class 31 contains 2322 members 
Mstep: Class 32 contains 8206 members 
Mstep: Class 33 contains 559326 members 
Mstep: Class 34 contains 62269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111989624.000000 Penalty: 119701.210938
Iteration 352Q: 35 clusters Score -1.119896e+08 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 8438 members 
Mstep: Class 3 contains 13787 members 
Mstep: Class 4 contains 9539 members 
Mstep: Class 5 contains 47347 members 
Mstep: Class 6 contains 77224 members 
Mstep: Class 7 contains 10694 members 
Mstep: Class 8 contains 2281 members 
Mstep: Class 9 contains 66164 members 
Mstep: Class 10 contains 17155 members 
Mstep: Class 11 contains 151893 members 
Mstep: Class 12 contains 27582 members 
Mstep: Class 13 contains 7003 members 
Mstep: Class 14 contains 10044 members 
Mstep: Class 15 contains 2604 members 
Mstep: Class 16 contains 45380 members 
Mstep: Class 17 contains 6383 members 
Mstep: Class 18 contains 10727 members 
Mstep: Class 19 contains 37762 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 17701 members 
Mstep: Class 22 contains 10215 members 
Mstep: Class 23 contains 8787 members 
Mstep: Class 24 contains 5321 members 
Mstep: Class 25 contains 29675 members 
Mstep: Class 26 contains 24771 members 
Mstep: Class 27 contains 15953 members 
Mstep: Class 28 contains 124271 members 
Mstep: Class 29 contains 27440 members 
Mstep: Class 30 contains 2322 members 
Mstep: Class 31 contains 2322 members 
Mstep: Class 32 contains 8206 members 
Mstep: Class 33 contains 558729 members 
Mstep: Class 34 contains 62262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111989640.000000 Penalty: 119701.210938
Iteration 353Q: 35 clusters Score -1.119896e+08 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 8438 members 
Mstep: Class 3 contains 13827 members 
Mstep: Class 4 contains 9517 members 
Mstep: Class 5 contains 47484 members 
Mstep: Class 6 contains 77216 members 
Mstep: Class 7 contains 10672 members 
Mstep: Class 8 contains 2281 members 
Mstep: Class 9 contains 66072 members 
Mstep: Class 10 contains 17152 members 
Mstep: Class 11 contains 151898 members 
Mstep: Class 12 contains 27576 members 
Mstep: Class 13 contains 6998 members 
Mstep: Class 14 contains 10046 members 
Mstep: Class 15 contains 2604 members 
Mstep: Class 16 contains 45384 members 
Mstep: Class 17 contains 6382 members 
Mstep: Class 18 contains 10742 members 
Mstep: Class 19 contains 37777 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 17699 members 
Mstep: Class 22 contains 10212 members 
Mstep: Class 23 contains 8787 members 
Mstep: Class 24 contains 5321 members 
Mstep: Class 25 contains 29681 members 
Mstep: Class 26 contains 24765 members 
Mstep: Class 27 contains 15951 members 
Mstep: Class 28 contains 124885 members 
Mstep: Class 29 contains 27448 members 
Mstep: Class 30 contains 2324 members 
Mstep: Class 31 contains 2322 members 
Mstep: Class 32 contains 8206 members 
Mstep: Class 33 contains 558065 members 
Mstep: Class 34 contains 62252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111989880.000000 Penalty: 119701.210938
Iteration 354Q: 35 clusters Score -1.119899e+08 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 8438 members 
Mstep: Class 3 contains 13864 members 
Mstep: Class 4 contains 9501 members 
Mstep: Class 5 contains 47600 members 
Mstep: Class 6 contains 77211 members 
Mstep: Class 7 contains 10657 members 
Mstep: Class 8 contains 2281 members 
Mstep: Class 9 contains 65971 members 
Mstep: Class 10 contains 17152 members 
Mstep: Class 11 contains 151905 members 
Mstep: Class 12 contains 27567 members 
Mstep: Class 13 contains 6993 members 
Mstep: Class 14 contains 10047 members 
Mstep: Class 15 contains 2604 members 
Mstep: Class 16 contains 45389 members 
Mstep: Class 17 contains 6374 members 
Mstep: Class 18 contains 10745 members 
Mstep: Class 19 contains 37792 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 17703 members 
Mstep: Class 22 contains 10209 members 
Mstep: Class 23 contains 8786 members 
Mstep: Class 24 contains 5318 members 
Mstep: Class 25 contains 29686 members 
Mstep: Class 26 contains 24766 members 
Mstep: Class 27 contains 15953 members 
Mstep: Class 28 contains 125533 members 
Mstep: Class 29 contains 27454 members 
Mstep: Class 30 contains 2324 members 
Mstep: Class 31 contains 2322 members 
Mstep: Class 32 contains 8206 members 
Mstep: Class 33 contains 557387 members 
Mstep: Class 34 contains 62246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111990064.000000 Penalty: 119701.210938
Iteration 355Q: 35 clusters Score -1.119901e+08 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 8438 members 
Mstep: Class 3 contains 13901 members 
Mstep: Class 4 contains 9482 members 
Mstep: Class 5 contains 47725 members 
Mstep: Class 6 contains 77214 members 
Mstep: Class 7 contains 10646 members 
Mstep: Class 8 contains 2282 members 
Mstep: Class 9 contains 65861 members 
Mstep: Class 10 contains 17149 members 
Mstep: Class 11 contains 151898 members 
Mstep: Class 12 contains 27562 members 
Mstep: Class 13 contains 6989 members 
Mstep: Class 14 contains 10048 members 
Mstep: Class 15 contains 2604 members 
Mstep: Class 16 contains 45391 members 
Mstep: Class 17 contains 6368 members 
Mstep: Class 18 contains 10751 members 
Mstep: Class 19 contains 37803 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 17696 members 
Mstep: Class 22 contains 10202 members 
Mstep: Class 23 contains 8784 members 
Mstep: Class 24 contains 5318 members 
Mstep: Class 25 contains 29699 members 
Mstep: Class 26 contains 24764 members 
Mstep: Class 27 contains 15953 members 
Mstep: Class 28 contains 126227 members 
Mstep: Class 29 contains 27467 members 
Mstep: Class 30 contains 2324 members 
Mstep: Class 31 contains 2322 members 
Mstep: Class 32 contains 8206 members 
Mstep: Class 33 contains 556689 members 
Mstep: Class 34 contains 62220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111990120.000000 Penalty: 119701.210938
Iteration 356Q: 35 clusters Score -1.119901e+08 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 8438 members 
Mstep: Class 3 contains 13945 members 
Mstep: Class 4 contains 9465 members 
Mstep: Class 5 contains 47861 members 
Mstep: Class 6 contains 77217 members 
Mstep: Class 7 contains 10635 members 
Mstep: Class 8 contains 2282 members 
Mstep: Class 9 contains 65746 members 
Mstep: Class 10 contains 17149 members 
Mstep: Class 11 contains 151901 members 
Mstep: Class 12 contains 27564 members 
Mstep: Class 13 contains 6985 members 
Mstep: Class 14 contains 10048 members 
Mstep: Class 15 contains 2604 members 
Mstep: Class 16 contains 45388 members 
Mstep: Class 17 contains 6359 members 
Mstep: Class 18 contains 10752 members 
Mstep: Class 19 contains 37817 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 17688 members 
Mstep: Class 22 contains 10191 members 
Mstep: Class 23 contains 8784 members 
Mstep: Class 24 contains 5319 members 
Mstep: Class 25 contains 29713 members 
Mstep: Class 26 contains 24761 members 
Mstep: Class 27 contains 15963 members 
Mstep: Class 28 contains 126951 members 
Mstep: Class 29 contains 27478 members 
Mstep: Class 30 contains 2324 members 
Mstep: Class 31 contains 2323 members 
Mstep: Class 32 contains 8206 members 
Mstep: Class 33 contains 555922 members 
Mstep: Class 34 contains 62203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111990448.000000 Penalty: 119701.210938
Iteration 357Q: 35 clusters Score -1.119904e+08 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 8438 members 
Mstep: Class 3 contains 13993 members 
Mstep: Class 4 contains 9457 members 
Mstep: Class 5 contains 47990 members 
Mstep: Class 6 contains 77218 members 
Mstep: Class 7 contains 10617 members 
Mstep: Class 8 contains 2282 members 
Mstep: Class 9 contains 65609 members 
Mstep: Class 10 contains 17152 members 
Mstep: Class 11 contains 151895 members 
Mstep: Class 12 contains 27562 members 
Mstep: Class 13 contains 6979 members 
Mstep: Class 14 contains 10048 members 
Mstep: Class 15 contains 2604 members 
Mstep: Class 16 contains 45386 members 
Mstep: Class 17 contains 6353 members 
Mstep: Class 18 contains 10756 members 
Mstep: Class 19 contains 37829 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 17680 members 
Mstep: Class 22 contains 10188 members 
Mstep: Class 23 contains 8783 members 
Mstep: Class 24 contains 5320 members 
Mstep: Class 25 contains 29722 members 
Mstep: Class 26 contains 24751 members 
Mstep: Class 27 contains 15972 members 
Mstep: Class 28 contains 127683 members 
Mstep: Class 29 contains 27476 members 
Mstep: Class 30 contains 2324 members 
Mstep: Class 31 contains 2323 members 
Mstep: Class 32 contains 8206 members 
Mstep: Class 33 contains 555188 members 
Mstep: Class 34 contains 62195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111990536.000000 Penalty: 119701.210938
Iteration 358Q: 35 clusters Score -1.119905e+08 nChanged 1537
Entering ConstructFrom: 
Score: -111990536.000000 Penalty: 119701.210938
Entering ConstructFrom: 
Trying to split cluster 1 (9576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Entering Unmasked Estep 
Score: -704913.500000 Penalty: 2273.419678
	Iteration 0F: 2 clusters Score -704913.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -697496.625000 Penalty: 4546.839355
	Iteration 0F: 3 clusters Score -697496.6 nChanged 3983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -699747.687500 Penalty: 4546.839355
	Iteration 1F: 3 clusters Score -699747.7 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -700065.125000 Penalty: 4546.839355
	Iteration 2F: 3 clusters Score -700065.1 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -700342.250000 Penalty: 4546.839355
	Iteration 3F: 3 clusters Score -700342.2 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -700641.062500 Penalty: 4546.839355
	Iteration 4F: 3 clusters Score -700641.1 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -701047.500000 Penalty: 4546.839355
	Iteration 5F: 3 clusters Score -701047.5 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -701646.000000 Penalty: 4546.839355
	Iteration 6F: 3 clusters Score -701646 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -702503.250000 Penalty: 4546.839355
	Iteration 7F: 3 clusters Score -702503.2 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -703523.312500 Penalty: 4546.839355
	Iteration 8F: 3 clusters Score -703523.3 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -704480.500000 Penalty: 4546.839355
	Iteration 9F: 3 clusters Score -704480.5 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -705128.937500 Penalty: 4546.839355
	Iteration 10F: 3 clusters Score -705128.9 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -705455.187500 Penalty: 4546.839355
	Iteration 11Q: 3 clusters Score -705455.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -705600.750000 Penalty: 4546.839355
	Iteration 12Q: 3 clusters Score -705600.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -705691.437500 Penalty: 4546.839355
	Iteration 13Q: 3 clusters Score -705691.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -705768.812500 Penalty: 4546.839355
	Iteration 14Q: 3 clusters Score -705768.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -705814.250000 Penalty: 4546.839355
	Iteration 15Q: 3 clusters Score -705814.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -705842.812500 Penalty: 4546.839355
	Iteration 16Q: 3 clusters Score -705842.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -705854.625000 Penalty: 4546.839355
	Iteration 17Q: 3 clusters Score -705854.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -705863.250000 Penalty: 4546.839355
	Iteration 18Q: 3 clusters Score -705863.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -705870.187500 Penalty: 4546.839355
	Iteration 19Q: 3 clusters Score -705870.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -705874.062500 Penalty: 4546.839355
	Iteration 20F: 3 clusters Score -705874.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -705877.125000 Penalty: 4546.839355
	Iteration 21Q: 3 clusters Score -705877.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -705880.000000 Penalty: 4546.839355
	Iteration 22Q: 3 clusters Score -705880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -705880.125000 Penalty: 4546.839355
	Iteration 23Q: 3 clusters Score -705880.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -705880.500000 Penalty: 4546.839355
	Iteration 24Q: 3 clusters Score -705880.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -705880.937500 Penalty: 4546.839355
	Iteration 25Q: 3 clusters Score -705880.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -705881.812500 Penalty: 4546.839355
	Iteration 26Q: 3 clusters Score -705881.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -705882.000000 Penalty: 4546.839355
	Iteration 27Q: 3 clusters Score -705882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -705882.000000 Penalty: 4546.839355
	Iteration 28F: 3 clusters Score -705882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 8438 members 
Mstep: Class 3 contains 14041 members 
Mstep: Class 4 contains 9465 members 
Mstep: Class 5 contains 48115 members 
Mstep: Class 6 contains 77202 members 
Mstep: Class 7 contains 10599 members 
Mstep: Class 8 contains 2283 members 
Mstep: Class 9 contains 65505 members 
Mstep: Class 10 contains 17149 members 
Mstep: Class 11 contains 151910 members 
Mstep: Class 12 contains 27558 members 
Mstep: Class 13 contains 6969 members 
Mstep: Class 14 contains 10049 members 
Mstep: Class 15 contains 2604 members 
Mstep: Class 16 contains 45386 members 
Mstep: Class 17 contains 6348 members 
Mstep: Class 18 contains 10757 members 
Mstep: Class 19 contains 37848 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 17670 members 
Mstep: Class 22 contains 10190 members 
Mstep: Class 23 contains 8782 members 
Mstep: Class 24 contains 5321 members 
Mstep: Class 25 contains 29731 members 
Mstep: Class 26 contains 24740 members 
Mstep: Class 27 contains 15968 members 
Mstep: Class 28 contains 128403 members 
Mstep: Class 29 contains 27480 members 
Mstep: Class 30 contains 2324 members 
Mstep: Class 31 contains 2324 members 
Mstep: Class 32 contains 8206 members 
Mstep: Class 33 contains 554421 members 
Mstep: Class 34 contains 62190 members 
Mstep: Class 35 contains 5506 members 
Entering Unmasked Estep 
Score: -111990056.000000 Penalty: 123221.835938
Splitting cluster 1 changes total score from -111990536.000000 to -111990056.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (8438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Entering Unmasked Estep 
Score: -650441.125000 Penalty: 2242.044189
	Iteration 0F: 2 clusters Score -650441.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -643736.437500 Penalty: 4484.088379
	Iteration 0F: 3 clusters Score -643736.4 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -645643.187500 Penalty: 4484.088379
	Iteration 1F: 3 clusters Score -645643.2 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -646013.562500 Penalty: 4484.088379
	Iteration 2F: 3 clusters Score -646013.6 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -646377.062500 Penalty: 4484.088379
	Iteration 3F: 3 clusters Score -646377.1 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -646781.687500 Penalty: 4484.088379
	Iteration 4F: 3 clusters Score -646781.7 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -647210.500000 Penalty: 4484.088379
	Iteration 5F: 3 clusters Score -647210.5 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -647622.937500 Penalty: 4484.088379
	Iteration 6F: 3 clusters Score -647622.9 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -647982.375000 Penalty: 4484.088379
	Iteration 7F: 3 clusters Score -647982.4 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -648240.562500 Penalty: 4484.088379
	Iteration 8Q: 3 clusters Score -648240.6 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -648438.687500 Penalty: 4484.088379
	Iteration 9Q: 3 clusters Score -648438.7 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -648620.875000 Penalty: 4484.088379
	Iteration 10Q: 3 clusters Score -648620.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -648792.250000 Penalty: 4484.088379
	Iteration 11Q: 3 clusters Score -648792.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -648979.062500 Penalty: 4484.088379
	Iteration 12Q: 3 clusters Score -648979.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -649197.875000 Penalty: 4484.088379
	Iteration 13Q: 3 clusters Score -649197.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -649400.375000 Penalty: 4484.088379
	Iteration 14Q: 3 clusters Score -649400.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -649564.250000 Penalty: 4484.088379
	Iteration 15Q: 3 clusters Score -649564.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -649675.687500 Penalty: 4484.088379
	Iteration 16Q: 3 clusters Score -649675.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -649730.125000 Penalty: 4484.088379
	Iteration 17Q: 3 clusters Score -649730.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -649756.250000 Penalty: 4484.088379
	Iteration 18Q: 3 clusters Score -649756.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -649769.687500 Penalty: 4484.088379
	Iteration 19Q: 3 clusters Score -649769.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -649776.250000 Penalty: 4484.088379
	Iteration 20F: 3 clusters Score -649776.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -649781.375000 Penalty: 4484.088379
	Iteration 21Q: 3 clusters Score -649781.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -649783.000000 Penalty: 4484.088379
	Iteration 22Q: 3 clusters Score -649783 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -649783.687500 Penalty: 4484.088379
	Iteration 23Q: 3 clusters Score -649783.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -649782.875000 Penalty: 4484.088379
	Iteration 24Q: 3 clusters Score -649782.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -649784.187500 Penalty: 4484.088379
	Iteration 25Q: 3 clusters Score -649784.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -649784.562500 Penalty: 4484.088379
	Iteration 26Q: 3 clusters Score -649784.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -649784.437500 Penalty: 4484.088379
	Iteration 27Q: 3 clusters Score -649784.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -649786.875000 Penalty: 4484.088379
	Iteration 28Q: 3 clusters Score -649786.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -649788.125000 Penalty: 4484.088379
	Iteration 29Q: 3 clusters Score -649788.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -649787.812500 Penalty: 4484.088379
	Iteration 30Q: 3 clusters Score -649787.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -649787.812500 Penalty: 4484.088379
	Iteration 31F: 3 clusters Score -649787.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (14041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Entering Unmasked Estep 
Score: -1170848.750000 Penalty: 2368.334717
	Iteration 0F: 2 clusters Score -1170849 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1160653.875000 Penalty: 4736.669434
	Iteration 0F: 3 clusters Score -1160654 nChanged 6025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -1163857.875000 Penalty: 4736.669434
	Iteration 1F: 3 clusters Score -1163858 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1164199.250000 Penalty: 4736.669434
	Iteration 2F: 3 clusters Score -1164199 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1164473.500000 Penalty: 4736.669434
	Iteration 3Q: 3 clusters Score -1164474 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1164697.000000 Penalty: 4736.669434
	Iteration 4Q: 3 clusters Score -1164697 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -1164942.000000 Penalty: 4736.669434
	Iteration 5Q: 3 clusters Score -1164942 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -1165221.625000 Penalty: 4736.669434
	Iteration 6Q: 3 clusters Score -1165222 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -1165579.125000 Penalty: 4736.669434
	Iteration 7Q: 3 clusters Score -1165579 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -1166002.125000 Penalty: 4736.669434
	Iteration 8Q: 3 clusters Score -1166002 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -1166519.125000 Penalty: 4736.669434
	Iteration 9Q: 3 clusters Score -1166519 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -1167081.250000 Penalty: 4736.669434
	Iteration 10Q: 3 clusters Score -1167081 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -1167596.500000 Penalty: 4736.669434
	Iteration 11Q: 3 clusters Score -1167596 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -1167985.125000 Penalty: 4736.669434
	Iteration 12Q: 3 clusters Score -1167985 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -1168239.250000 Penalty: 4736.669434
	Iteration 13Q: 3 clusters Score -1168239 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -1168392.250000 Penalty: 4736.669434
	Iteration 14Q: 3 clusters Score -1168392 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -1168477.625000 Penalty: 4736.669434
	Iteration 15Q: 3 clusters Score -1168478 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -1168523.500000 Penalty: 4736.669434
	Iteration 16Q: 3 clusters Score -1168524 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -1168553.125000 Penalty: 4736.669434
	Iteration 17Q: 3 clusters Score -1168553 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -1168573.125000 Penalty: 4736.669434
	Iteration 18Q: 3 clusters Score -1168573 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -1168584.125000 Penalty: 4736.669434
	Iteration 19Q: 3 clusters Score -1168584 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -1168592.000000 Penalty: 4736.669434
	Iteration 20F: 3 clusters Score -1168592 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -1168597.500000 Penalty: 4736.669434
	Iteration 21Q: 3 clusters Score -1168598 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -1168603.125000 Penalty: 4736.669434
	Iteration 22Q: 3 clusters Score -1168603 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -1168603.000000 Penalty: 4736.669434
	Iteration 23Q: 3 clusters Score -1168603 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -1168605.500000 Penalty: 4736.669434
	Iteration 24Q: 3 clusters Score -1168606 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -1168609.625000 Penalty: 4736.669434
	Iteration 25Q: 3 clusters Score -1168610 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -1168614.000000 Penalty: 4736.669434
	Iteration 26Q: 3 clusters Score -1168614 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -1168618.625000 Penalty: 4736.669434
	Iteration 27Q: 3 clusters Score -1168619 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -1168624.250000 Penalty: 4736.669434
	Iteration 28Q: 3 clusters Score -1168624 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -1168640.500000 Penalty: 4736.669434
	Iteration 29Q: 3 clusters Score -1168640 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -1168648.625000 Penalty: 4736.669434
	Iteration 30Q: 3 clusters Score -1168649 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -1168659.000000 Penalty: 4736.669434
	Iteration 31Q: 3 clusters Score -1168659 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -1168660.500000 Penalty: 4736.669434
	Iteration 32Q: 3 clusters Score -1168660 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -1168662.625000 Penalty: 4736.669434
	Iteration 33Q: 3 clusters Score -1168663 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -1168664.250000 Penalty: 4736.669434
	Iteration 34Q: 3 clusters Score -1168664 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -1168666.250000 Penalty: 4736.669434
	Iteration 35Q: 3 clusters Score -1168666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -1168669.500000 Penalty: 4736.669434
	Iteration 36Q: 3 clusters Score -1168670 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -1168671.125000 Penalty: 4736.669434
	Iteration 37Q: 3 clusters Score -1168671 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -1168673.250000 Penalty: 4736.669434
	Iteration 38Q: 3 clusters Score -1168673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -1168675.750000 Penalty: 4736.669434
	Iteration 39Q: 3 clusters Score -1168676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -1168676.125000 Penalty: 4736.669434
	Iteration 40F: 3 clusters Score -1168676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -1168675.375000 Penalty: 4736.669434
	Iteration 41Q: 3 clusters Score -1168675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -1168674.875000 Penalty: 4736.669434
	Iteration 42Q: 3 clusters Score -1168675 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -1168677.625000 Penalty: 4736.669434
	Iteration 43Q: 3 clusters Score -1168678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -1168677.250000 Penalty: 4736.669434
	Iteration 44Q: 3 clusters Score -1168677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -1168674.625000 Penalty: 4736.669434
	Iteration 45Q: 3 clusters Score -1168675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -1168678.000000 Penalty: 4736.669434
	Iteration 46Q: 3 clusters Score -1168678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -1168678.875000 Penalty: 4736.669434
	Iteration 47Q: 3 clusters Score -1168679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -1168678.500000 Penalty: 4736.669434
	Iteration 48Q: 3 clusters Score -1168678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -1168678.500000 Penalty: 4736.669434
	Iteration 49F: 3 clusters Score -1168678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Entering Unmasked Estep 
Score: -731778.812500 Penalty: 2270.528320
	Iteration 0F: 2 clusters Score -731778.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -724532.250000 Penalty: 4541.056641
	Iteration 0F: 3 clusters Score -724532.2 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -726647.687500 Penalty: 4541.056641
	Iteration 1F: 3 clusters Score -726647.7 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -726947.437500 Penalty: 4541.056641
	Iteration 2F: 3 clusters Score -726947.4 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -727196.062500 Penalty: 4541.056641
	Iteration 3F: 3 clusters Score -727196.1 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -727421.375000 Penalty: 4541.056641
	Iteration 4Q: 3 clusters Score -727421.4 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -727617.000000 Penalty: 4541.056641
	Iteration 5Q: 3 clusters Score -727617 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -727788.000000 Penalty: 4541.056641
	Iteration 6Q: 3 clusters Score -727788 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -727942.437500 Penalty: 4541.056641
	Iteration 7Q: 3 clusters Score -727942.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -728077.875000 Penalty: 4541.056641
	Iteration 8Q: 3 clusters Score -728077.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -728190.687500 Penalty: 4541.056641
	Iteration 9Q: 3 clusters Score -728190.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -728288.375000 Penalty: 4541.056641
	Iteration 10Q: 3 clusters Score -728288.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -728391.062500 Penalty: 4541.056641
	Iteration 11Q: 3 clusters Score -728391.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -728501.375000 Penalty: 4541.056641
	Iteration 12Q: 3 clusters Score -728501.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -728603.187500 Penalty: 4541.056641
	Iteration 13Q: 3 clusters Score -728603.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -728721.062500 Penalty: 4541.056641
	Iteration 14Q: 3 clusters Score -728721.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -728842.312500 Penalty: 4541.056641
	Iteration 15Q: 3 clusters Score -728842.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -728968.125000 Penalty: 4541.056641
	Iteration 16Q: 3 clusters Score -728968.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -729086.812500 Penalty: 4541.056641
	Iteration 17Q: 3 clusters Score -729086.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -729189.875000 Penalty: 4541.056641
	Iteration 18Q: 3 clusters Score -729189.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -729276.812500 Penalty: 4541.056641
	Iteration 19Q: 3 clusters Score -729276.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -729336.125000 Penalty: 4541.056641
	Iteration 20F: 3 clusters Score -729336.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -729380.375000 Penalty: 4541.056641
	Iteration 21Q: 3 clusters Score -729380.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -729435.125000 Penalty: 4541.056641
	Iteration 22Q: 3 clusters Score -729435.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -729476.312500 Penalty: 4541.056641
	Iteration 23Q: 3 clusters Score -729476.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -729521.750000 Penalty: 4541.056641
	Iteration 24Q: 3 clusters Score -729521.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -729558.375000 Penalty: 4541.056641
	Iteration 25Q: 3 clusters Score -729558.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -729594.437500 Penalty: 4541.056641
	Iteration 26Q: 3 clusters Score -729594.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -729622.125000 Penalty: 4541.056641
	Iteration 27Q: 3 clusters Score -729622.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -729645.375000 Penalty: 4541.056641
	Iteration 28Q: 3 clusters Score -729645.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -729663.125000 Penalty: 4541.056641
	Iteration 29Q: 3 clusters Score -729663.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -729679.562500 Penalty: 4541.056641
	Iteration 30Q: 3 clusters Score -729679.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -729688.000000 Penalty: 4541.056641
	Iteration 31Q: 3 clusters Score -729688 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -729693.875000 Penalty: 4541.056641
	Iteration 32Q: 3 clusters Score -729693.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -729699.437500 Penalty: 4541.056641
	Iteration 33Q: 3 clusters Score -729699.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -729700.625000 Penalty: 4541.056641
	Iteration 34Q: 3 clusters Score -729700.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -729703.687500 Penalty: 4541.056641
	Iteration 35Q: 3 clusters Score -729703.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -729703.125000 Penalty: 4541.056641
	Iteration 36Q: 3 clusters Score -729703.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -729705.062500 Penalty: 4541.056641
	Iteration 37Q: 3 clusters Score -729705.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -729705.000000 Penalty: 4541.056641
	Iteration 38Q: 3 clusters Score -729705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -729707.562500 Penalty: 4541.056641
	Iteration 39Q: 3 clusters Score -729707.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -729711.687500 Penalty: 4541.056641
	Iteration 40F: 3 clusters Score -729711.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -729711.812500 Penalty: 4541.056641
	Iteration 41Q: 3 clusters Score -729711.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -729712.187500 Penalty: 4541.056641
	Iteration 42Q: 3 clusters Score -729712.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -729712.062500 Penalty: 4541.056641
	Iteration 43Q: 3 clusters Score -729712.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -729713.437500 Penalty: 4541.056641
	Iteration 44Q: 3 clusters Score -729713.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -729713.812500 Penalty: 4541.056641
	Iteration 45Q: 3 clusters Score -729713.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -729715.375000 Penalty: 4541.056641
	Iteration 46Q: 3 clusters Score -729715.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -729715.375000 Penalty: 4541.056641
	Iteration 47F: 3 clusters Score -729715.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (48115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48115 members 
Entering Unmasked Estep 
Score: -3761870.500000 Penalty: 2673.774658
	Iteration 0F: 2 clusters Score -3761870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24024 members 
Mstep: Class 2 contains 24091 members 
Entering Unmasked Estep 
Score: -3729444.500000 Penalty: 5347.549316
	Iteration 0F: 3 clusters Score -3729444 nChanged 22133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24019 members 
Mstep: Class 2 contains 24096 members 
Entering Unmasked Estep 
Score: -3741799.750000 Penalty: 5347.549316
	Iteration 1F: 3 clusters Score -3741800 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23905 members 
Mstep: Class 2 contains 24210 members 
Entering Unmasked Estep 
Score: -3742456.250000 Penalty: 5347.549316
	Iteration 2Q: 3 clusters Score -3742456 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23805 members 
Mstep: Class 2 contains 24310 members 
Entering Unmasked Estep 
Score: -3743277.500000 Penalty: 5347.549316
	Iteration 3Q: 3 clusters Score -3743278 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23550 members 
Mstep: Class 2 contains 24565 members 
Entering Unmasked Estep 
Score: -3744307.500000 Penalty: 5347.549316
	Iteration 4Q: 3 clusters Score -3744308 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23094 members 
Mstep: Class 2 contains 25021 members 
Entering Unmasked Estep 
Score: -3745849.250000 Penalty: 5347.549316
	Iteration 5F: 3 clusters Score -3745849 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22343 members 
Mstep: Class 2 contains 25772 members 
Entering Unmasked Estep 
Score: -3747995.500000 Penalty: 5347.549316
	Iteration 6F: 3 clusters Score -3747996 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21395 members 
Mstep: Class 2 contains 26720 members 
Entering Unmasked Estep 
Score: -3750557.000000 Penalty: 5347.549316
	Iteration 7F: 3 clusters Score -3750557 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20455 members 
Mstep: Class 2 contains 27660 members 
Entering Unmasked Estep 
Score: -3752877.000000 Penalty: 5347.549316
	Iteration 8F: 3 clusters Score -3752877 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19688 members 
Mstep: Class 2 contains 28427 members 
Entering Unmasked Estep 
Score: -3754607.500000 Penalty: 5347.549316
	Iteration 9F: 3 clusters Score -3754608 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19075 members 
Mstep: Class 2 contains 29040 members 
Entering Unmasked Estep 
Score: -3755702.500000 Penalty: 5347.549316
	Iteration 10Q: 3 clusters Score -3755702 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18435 members 
Mstep: Class 2 contains 29680 members 
Entering Unmasked Estep 
Score: -3756374.250000 Penalty: 5347.549316
	Iteration 11Q: 3 clusters Score -3756374 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17800 members 
Mstep: Class 2 contains 30315 members 
Entering Unmasked Estep 
Score: -3757051.750000 Penalty: 5347.549316
	Iteration 12Q: 3 clusters Score -3757052 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 30984 members 
Entering Unmasked Estep 
Score: -3757769.000000 Penalty: 5347.549316
	Iteration 13Q: 3 clusters Score -3757769 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16461 members 
Mstep: Class 2 contains 31654 members 
Entering Unmasked Estep 
Score: -3758661.750000 Penalty: 5347.549316
	Iteration 14Q: 3 clusters Score -3758662 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 32224 members 
Entering Unmasked Estep 
Score: -3759482.000000 Penalty: 5347.549316
	Iteration 15Q: 3 clusters Score -3759482 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 32626 members 
Entering Unmasked Estep 
Score: -3760085.500000 Penalty: 5347.549316
	Iteration 16Q: 3 clusters Score -3760086 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 32816 members 
Entering Unmasked Estep 
Score: -3760464.000000 Penalty: 5347.549316
	Iteration 17Q: 3 clusters Score -3760464 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 32863 members 
Entering Unmasked Estep 
Score: -3760684.750000 Penalty: 5347.549316
	Iteration 18Q: 3 clusters Score -3760685 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 32858 members 
Entering Unmasked Estep 
Score: -3760822.000000 Penalty: 5347.549316
	Iteration 19Q: 3 clusters Score -3760822 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 32847 members 
Entering Unmasked Estep 
Score: -3760937.250000 Penalty: 5347.549316
	Iteration 20F: 3 clusters Score -3760937 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 32825 members 
Entering Unmasked Estep 
Score: -3761028.000000 Penalty: 5347.549316
	Iteration 21Q: 3 clusters Score -3761028 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 32814 members 
Entering Unmasked Estep 
Score: -3761123.750000 Penalty: 5347.549316
	Iteration 22Q: 3 clusters Score -3761124 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 32801 members 
Entering Unmasked Estep 
Score: -3761174.500000 Penalty: 5347.549316
	Iteration 23Q: 3 clusters Score -3761174 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 32788 members 
Entering Unmasked Estep 
Score: -3761220.250000 Penalty: 5347.549316
	Iteration 24Q: 3 clusters Score -3761220 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 32794 members 
Entering Unmasked Estep 
Score: -3761241.250000 Penalty: 5347.549316
	Iteration 25Q: 3 clusters Score -3761241 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 32795 members 
Entering Unmasked Estep 
Score: -3761268.250000 Penalty: 5347.549316
	Iteration 26Q: 3 clusters Score -3761268 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 32804 members 
Entering Unmasked Estep 
Score: -3761300.250000 Penalty: 5347.549316
	Iteration 27Q: 3 clusters Score -3761300 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 32827 members 
Entering Unmasked Estep 
Score: -3761329.250000 Penalty: 5347.549316
	Iteration 28Q: 3 clusters Score -3761329 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 32860 members 
Entering Unmasked Estep 
Score: -3761348.250000 Penalty: 5347.549316
	Iteration 29Q: 3 clusters Score -3761348 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 32877 members 
Entering Unmasked Estep 
Score: -3761352.250000 Penalty: 5347.549316
	Iteration 30Q: 3 clusters Score -3761352 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15217 members 
Mstep: Class 2 contains 32898 members 
Entering Unmasked Estep 
Score: -3761373.750000 Penalty: 5347.549316
	Iteration 31Q: 3 clusters Score -3761374 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 32901 members 
Entering Unmasked Estep 
Score: -3761377.500000 Penalty: 5347.549316
	Iteration 32Q: 3 clusters Score -3761378 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 32901 members 
Entering Unmasked Estep 
Score: -3761386.000000 Penalty: 5347.549316
	Iteration 33Q: 3 clusters Score -3761386 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15216 members 
Mstep: Class 2 contains 32899 members 
Entering Unmasked Estep 
Score: -3761386.250000 Penalty: 5347.549316
	Iteration 34Q: 3 clusters Score -3761386 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15204 members 
Mstep: Class 2 contains 32911 members 
Entering Unmasked Estep 
Score: -3761402.500000 Penalty: 5347.549316
	Iteration 35Q: 3 clusters Score -3761402 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 32928 members 
Entering Unmasked Estep 
Score: -3761406.000000 Penalty: 5347.549316
	Iteration 36Q: 3 clusters Score -3761406 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 32938 members 
Entering Unmasked Estep 
Score: -3761407.000000 Penalty: 5347.549316
	Iteration 37Q: 3 clusters Score -3761407 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 32945 members 
Entering Unmasked Estep 
Score: -3761413.500000 Penalty: 5347.549316
	Iteration 38Q: 3 clusters Score -3761414 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 32951 members 
Entering Unmasked Estep 
Score: -3761409.500000 Penalty: 5347.549316
	Iteration 39Q: 3 clusters Score -3761410 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 32968 members 
Entering Unmasked Estep 
Score: -3761403.250000 Penalty: 5347.549316
	Iteration 40F: 3 clusters Score -3761403 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 32979 members 
Entering Unmasked Estep 
Score: -3761412.250000 Penalty: 5347.549316
	Iteration 41Q: 3 clusters Score -3761412 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 32988 members 
Entering Unmasked Estep 
Score: -3761418.500000 Penalty: 5347.549316
	Iteration 42Q: 3 clusters Score -3761418 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 33002 members 
Entering Unmasked Estep 
Score: -3761418.500000 Penalty: 5347.549316
	Iteration 43Q: 3 clusters Score -3761418 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 33008 members 
Entering Unmasked Estep 
Score: -3761417.750000 Penalty: 5347.549316
	Iteration 44Q: 3 clusters Score -3761418 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 33016 members 
Entering Unmasked Estep 
Score: -3761418.500000 Penalty: 5347.549316
	Iteration 45Q: 3 clusters Score -3761418 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 33022 members 
Entering Unmasked Estep 
Score: -3761418.750000 Penalty: 5347.549316
	Iteration 46Q: 3 clusters Score -3761419 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 33022 members 
Entering Unmasked Estep 
Score: -3761419.000000 Penalty: 5347.549316
	Iteration 47Q: 3 clusters Score -3761419 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15091 members 
Mstep: Class 2 contains 33024 members 
Entering Unmasked Estep 
Score: -3761422.500000 Penalty: 5347.549316
	Iteration 48Q: 3 clusters Score -3761422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 33025 members 
Entering Unmasked Estep 
Score: -3761429.750000 Penalty: 5347.549316
	Iteration 49Q: 3 clusters Score -3761430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 33026 members 
Entering Unmasked Estep 
Score: -3761424.000000 Penalty: 5347.549316
	Iteration 50Q: 3 clusters Score -3761424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 33028 members 
Entering Unmasked Estep 
Score: -3761419.000000 Penalty: 5347.549316
	Iteration 51Q: 3 clusters Score -3761419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 33028 members 
Entering Unmasked Estep 
Score: -3761412.250000 Penalty: 5347.549316
	Iteration 52Q: 3 clusters Score -3761412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 33028 members 
Entering Unmasked Estep 
Score: -3761416.500000 Penalty: 5347.549316
	Iteration 53Q: 3 clusters Score -3761416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 33029 members 
Entering Unmasked Estep 
Score: -3761418.500000 Penalty: 5347.549316
	Iteration 54Q: 3 clusters Score -3761418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 33030 members 
Entering Unmasked Estep 
Score: -3761417.750000 Penalty: 5347.549316
	Iteration 55Q: 3 clusters Score -3761418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 33030 members 
Entering Unmasked Estep 
Score: -3761417.750000 Penalty: 5347.549316
	Iteration 56F: 3 clusters Score -3761418 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (77202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77202 members 
Entering Unmasked Estep 
Score: -6271364.000000 Penalty: 2791.036865
	Iteration 0F: 2 clusters Score -6271364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38706 members 
Mstep: Class 2 contains 38496 members 
Entering Unmasked Estep 
Score: -6219555.500000 Penalty: 5582.073730
	Iteration 0F: 3 clusters Score -6219556 nChanged 36067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40253 members 
Mstep: Class 2 contains 36949 members 
Entering Unmasked Estep 
Score: -6240404.500000 Penalty: 5582.073730
	Iteration 1F: 3 clusters Score -6240404 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41318 members 
Mstep: Class 2 contains 35884 members 
Entering Unmasked Estep 
Score: -6241174.500000 Penalty: 5582.073730
	Iteration 2Q: 3 clusters Score -6241174 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42976 members 
Mstep: Class 2 contains 34226 members 
Entering Unmasked Estep 
Score: -6242207.500000 Penalty: 5582.073730
	Iteration 3Q: 3 clusters Score -6242208 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45369 members 
Mstep: Class 2 contains 31833 members 
Entering Unmasked Estep 
Score: -6243593.000000 Penalty: 5582.073730
	Iteration 4Q: 3 clusters Score -6243593 nChanged 4179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48612 members 
Mstep: Class 2 contains 28590 members 
Entering Unmasked Estep 
Score: -6245851.500000 Penalty: 5582.073730
	Iteration 5F: 3 clusters Score -6245852 nChanged 5115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52975 members 
Mstep: Class 2 contains 24227 members 
Entering Unmasked Estep 
Score: -6249229.000000 Penalty: 5582.073730
	Iteration 6F: 3 clusters Score -6249229 nChanged 5751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58062 members 
Mstep: Class 2 contains 19140 members 
Entering Unmasked Estep 
Score: -6253725.000000 Penalty: 5582.073730
	Iteration 7F: 3 clusters Score -6253725 nChanged 5730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63254 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -6258569.500000 Penalty: 5582.073730
	Iteration 8F: 3 clusters Score -6258570 nChanged 4806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67678 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -6262708.500000 Penalty: 5582.073730
	Iteration 9F: 3 clusters Score -6262708 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70673 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -6265306.000000 Penalty: 5582.073730
	Iteration 10Q: 3 clusters Score -6265306 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72491 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -6266842.500000 Penalty: 5582.073730
	Iteration 11Q: 3 clusters Score -6266842 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73585 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -6267825.000000 Penalty: 5582.073730
	Iteration 12Q: 3 clusters Score -6267825 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74203 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -6268376.500000 Penalty: 5582.073730
	Iteration 13Q: 3 clusters Score -6268376 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74560 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -6268681.500000 Penalty: 5582.073730
	Iteration 14Q: 3 clusters Score -6268682 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74798 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -6268853.000000 Penalty: 5582.073730
	Iteration 15Q: 3 clusters Score -6268853 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74965 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -6268957.500000 Penalty: 5582.073730
	Iteration 16Q: 3 clusters Score -6268958 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75090 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -6269041.500000 Penalty: 5582.073730
	Iteration 17Q: 3 clusters Score -6269042 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75188 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -6269094.000000 Penalty: 5582.073730
	Iteration 18Q: 3 clusters Score -6269094 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75269 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -6269123.000000 Penalty: 5582.073730
	Iteration 19Q: 3 clusters Score -6269123 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75340 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -6269145.500000 Penalty: 5582.073730
	Iteration 20F: 3 clusters Score -6269146 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75390 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -6269159.000000 Penalty: 5582.073730
	Iteration 21Q: 3 clusters Score -6269159 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75433 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -6269173.000000 Penalty: 5582.073730
	Iteration 22Q: 3 clusters Score -6269173 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75470 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -6269178.500000 Penalty: 5582.073730
	Iteration 23Q: 3 clusters Score -6269178 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75495 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -6269189.500000 Penalty: 5582.073730
	Iteration 24Q: 3 clusters Score -6269190 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75524 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -6269183.000000 Penalty: 5582.073730
	Iteration 25Q: 3 clusters Score -6269183 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75544 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -6269189.000000 Penalty: 5582.073730
	Iteration 26Q: 3 clusters Score -6269189 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75561 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -6269194.500000 Penalty: 5582.073730
	Iteration 27Q: 3 clusters Score -6269194 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75574 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -6269200.500000 Penalty: 5582.073730
	Iteration 28Q: 3 clusters Score -6269200 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75584 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -6269208.500000 Penalty: 5582.073730
	Iteration 29Q: 3 clusters Score -6269208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75587 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -6269212.500000 Penalty: 5582.073730
	Iteration 30Q: 3 clusters Score -6269212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75588 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -6269208.000000 Penalty: 5582.073730
	Iteration 31Q: 3 clusters Score -6269208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75588 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -6269207.500000 Penalty: 5582.073730
	Iteration 32Q: 3 clusters Score -6269208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75589 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -6269199.000000 Penalty: 5582.073730
	Iteration 33Q: 3 clusters Score -6269199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75590 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -6269203.000000 Penalty: 5582.073730
	Iteration 34Q: 3 clusters Score -6269203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75592 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -6269197.000000 Penalty: 5582.073730
	Iteration 35Q: 3 clusters Score -6269197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75594 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -6269200.000000 Penalty: 5582.073730
	Iteration 36Q: 3 clusters Score -6269200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75595 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -6269198.000000 Penalty: 5582.073730
	Iteration 37Q: 3 clusters Score -6269198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75595 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -6269198.000000 Penalty: 5582.073730
	Iteration 38F: 3 clusters Score -6269198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Entering Unmasked Estep 
Score: -864057.812500 Penalty: 2298.591553
	Iteration 0F: 2 clusters Score -864057.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -856007.437500 Penalty: 4597.183105
	Iteration 0F: 3 clusters Score -856007.4 nChanged 4445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -858280.562500 Penalty: 4597.183105
	Iteration 1F: 3 clusters Score -858280.6 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -858547.875000 Penalty: 4597.183105
	Iteration 2F: 3 clusters Score -858547.9 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -858750.125000 Penalty: 4597.183105
	Iteration 3Q: 3 clusters Score -858750.1 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -858892.437500 Penalty: 4597.183105
	Iteration 4Q: 3 clusters Score -858892.4 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -859034.687500 Penalty: 4597.183105
	Iteration 5Q: 3 clusters Score -859034.7 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -859149.625000 Penalty: 4597.183105
	Iteration 6Q: 3 clusters Score -859149.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -859256.062500 Penalty: 4597.183105
	Iteration 7Q: 3 clusters Score -859256.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -859366.937500 Penalty: 4597.183105
	Iteration 8Q: 3 clusters Score -859366.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -859489.437500 Penalty: 4597.183105
	Iteration 9Q: 3 clusters Score -859489.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -859602.312500 Penalty: 4597.183105
	Iteration 10Q: 3 clusters Score -859602.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -859707.500000 Penalty: 4597.183105
	Iteration 11Q: 3 clusters Score -859707.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -859839.562500 Penalty: 4597.183105
	Iteration 12Q: 3 clusters Score -859839.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -859990.187500 Penalty: 4597.183105
	Iteration 13Q: 3 clusters Score -859990.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -860159.500000 Penalty: 4597.183105
	Iteration 14Q: 3 clusters Score -860159.5 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -860356.687500 Penalty: 4597.183105
	Iteration 15Q: 3 clusters Score -860356.7 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -860574.062500 Penalty: 4597.183105
	Iteration 16Q: 3 clusters Score -860574.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -860773.937500 Penalty: 4597.183105
	Iteration 17Q: 3 clusters Score -860773.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -860967.437500 Penalty: 4597.183105
	Iteration 18Q: 3 clusters Score -860967.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -861176.500000 Penalty: 4597.183105
	Iteration 19Q: 3 clusters Score -861176.5 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -861349.375000 Penalty: 4597.183105
	Iteration 20F: 3 clusters Score -861349.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -861463.062500 Penalty: 4597.183105
	Iteration 21Q: 3 clusters Score -861463.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -861572.250000 Penalty: 4597.183105
	Iteration 22Q: 3 clusters Score -861572.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -861661.937500 Penalty: 4597.183105
	Iteration 23Q: 3 clusters Score -861661.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -861750.687500 Penalty: 4597.183105
	Iteration 24Q: 3 clusters Score -861750.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -861819.500000 Penalty: 4597.183105
	Iteration 25Q: 3 clusters Score -861819.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -861869.062500 Penalty: 4597.183105
	Iteration 26Q: 3 clusters Score -861869.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -861909.750000 Penalty: 4597.183105
	Iteration 27Q: 3 clusters Score -861909.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -861946.312500 Penalty: 4597.183105
	Iteration 28Q: 3 clusters Score -861946.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -861977.812500 Penalty: 4597.183105
	Iteration 29Q: 3 clusters Score -861977.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -862004.125000 Penalty: 4597.183105
	Iteration 30Q: 3 clusters Score -862004.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -862021.250000 Penalty: 4597.183105
	Iteration 31Q: 3 clusters Score -862021.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -862041.000000 Penalty: 4597.183105
	Iteration 32Q: 3 clusters Score -862041 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -862055.437500 Penalty: 4597.183105
	Iteration 33Q: 3 clusters Score -862055.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -862069.562500 Penalty: 4597.183105
	Iteration 34Q: 3 clusters Score -862069.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -862079.500000 Penalty: 4597.183105
	Iteration 35Q: 3 clusters Score -862079.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -862085.125000 Penalty: 4597.183105
	Iteration 36Q: 3 clusters Score -862085.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -862090.562500 Penalty: 4597.183105
	Iteration 37Q: 3 clusters Score -862090.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -862098.312500 Penalty: 4597.183105
	Iteration 38Q: 3 clusters Score -862098.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -862101.312500 Penalty: 4597.183105
	Iteration 39Q: 3 clusters Score -862101.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -862105.875000 Penalty: 4597.183105
	Iteration 40F: 3 clusters Score -862105.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -862106.062500 Penalty: 4597.183105
	Iteration 41Q: 3 clusters Score -862106.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -862108.562500 Penalty: 4597.183105
	Iteration 42Q: 3 clusters Score -862108.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -862113.687500 Penalty: 4597.183105
	Iteration 43Q: 3 clusters Score -862113.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -862114.250000 Penalty: 4597.183105
	Iteration 44Q: 3 clusters Score -862114.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -862115.562500 Penalty: 4597.183105
	Iteration 45Q: 3 clusters Score -862115.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -862115.562500 Penalty: 4597.183105
	Iteration 46F: 3 clusters Score -862115.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Entering Unmasked Estep 
Score: -147833.750000 Penalty: 1917.844971
	Iteration 0F: 2 clusters Score -147833.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -145080.390625 Penalty: 3835.689941
	Iteration 0F: 3 clusters Score -145080.4 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -145764.359375 Penalty: 3835.689941
	Iteration 1F: 3 clusters Score -145764.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -145999.812500 Penalty: 3835.689941
	Iteration 2F: 3 clusters Score -145999.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -146115.234375 Penalty: 3835.689941
	Iteration 3F: 3 clusters Score -146115.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -146219.031250 Penalty: 3835.689941
	Iteration 4Q: 3 clusters Score -146219 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -146316.500000 Penalty: 3835.689941
	Iteration 5Q: 3 clusters Score -146316.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -146408.984375 Penalty: 3835.689941
	Iteration 6Q: 3 clusters Score -146409 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -146500.421875 Penalty: 3835.689941
	Iteration 7Q: 3 clusters Score -146500.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -146592.328125 Penalty: 3835.689941
	Iteration 8Q: 3 clusters Score -146592.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -146690.812500 Penalty: 3835.689941
	Iteration 9Q: 3 clusters Score -146690.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -146763.765625 Penalty: 3835.689941
	Iteration 10Q: 3 clusters Score -146763.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -146818.781250 Penalty: 3835.689941
	Iteration 11Q: 3 clusters Score -146818.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -146870.234375 Penalty: 3835.689941
	Iteration 12Q: 3 clusters Score -146870.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -146916.937500 Penalty: 3835.689941
	Iteration 13Q: 3 clusters Score -146916.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -146950.750000 Penalty: 3835.689941
	Iteration 14Q: 3 clusters Score -146950.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -146965.468750 Penalty: 3835.689941
	Iteration 15Q: 3 clusters Score -146965.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -146974.421875 Penalty: 3835.689941
	Iteration 16Q: 3 clusters Score -146974.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -146979.890625 Penalty: 3835.689941
	Iteration 17Q: 3 clusters Score -146979.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -146984.828125 Penalty: 3835.689941
	Iteration 18Q: 3 clusters Score -146984.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -146992.046875 Penalty: 3835.689941
	Iteration 19Q: 3 clusters Score -146992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -146996.609375 Penalty: 3835.689941
	Iteration 20F: 3 clusters Score -146996.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -147003.093750 Penalty: 3835.689941
	Iteration 21Q: 3 clusters Score -147003.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -147007.843750 Penalty: 3835.689941
	Iteration 22Q: 3 clusters Score -147007.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -147011.109375 Penalty: 3835.689941
	Iteration 23Q: 3 clusters Score -147011.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -147012.000000 Penalty: 3835.689941
	Iteration 24Q: 3 clusters Score -147012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -147012.593750 Penalty: 3835.689941
	Iteration 25Q: 3 clusters Score -147012.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -147014.671875 Penalty: 3835.689941
	Iteration 26Q: 3 clusters Score -147014.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -147015.125000 Penalty: 3835.689941
	Iteration 27Q: 3 clusters Score -147015.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -147016.359375 Penalty: 3835.689941
	Iteration 28Q: 3 clusters Score -147016.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -147016.359375 Penalty: 3835.689941
	Iteration 29F: 3 clusters Score -147016.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (65505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65505 members 
Entering Unmasked Estep 
Score: -5142580.500000 Penalty: 2750.290771
	Iteration 0F: 2 clusters Score -5142580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32778 members 
Mstep: Class 2 contains 32727 members 
Entering Unmasked Estep 
Score: -5098418.500000 Penalty: 5500.581543
	Iteration 0F: 3 clusters Score -5098418 nChanged 30719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33211 members 
Mstep: Class 2 contains 32294 members 
Entering Unmasked Estep 
Score: -5115683.000000 Penalty: 5500.581543
	Iteration 1F: 3 clusters Score -5115683 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33444 members 
Mstep: Class 2 contains 32061 members 
Entering Unmasked Estep 
Score: -5116188.500000 Penalty: 5500.581543
	Iteration 2Q: 3 clusters Score -5116188 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33751 members 
Mstep: Class 2 contains 31754 members 
Entering Unmasked Estep 
Score: -5116543.000000 Penalty: 5500.581543
	Iteration 3Q: 3 clusters Score -5116543 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34138 members 
Mstep: Class 2 contains 31367 members 
Entering Unmasked Estep 
Score: -5116909.000000 Penalty: 5500.581543
	Iteration 4Q: 3 clusters Score -5116909 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34622 members 
Mstep: Class 2 contains 30883 members 
Entering Unmasked Estep 
Score: -5117269.500000 Penalty: 5500.581543
	Iteration 5Q: 3 clusters Score -5117270 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35296 members 
Mstep: Class 2 contains 30209 members 
Entering Unmasked Estep 
Score: -5117615.000000 Penalty: 5500.581543
	Iteration 6Q: 3 clusters Score -5117615 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36271 members 
Mstep: Class 2 contains 29234 members 
Entering Unmasked Estep 
Score: -5117950.000000 Penalty: 5500.581543
	Iteration 7Q: 3 clusters Score -5117950 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37683 members 
Mstep: Class 2 contains 27822 members 
Entering Unmasked Estep 
Score: -5118516.500000 Penalty: 5500.581543
	Iteration 8Q: 3 clusters Score -5118516 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39658 members 
Mstep: Class 2 contains 25847 members 
Entering Unmasked Estep 
Score: -5119287.000000 Penalty: 5500.581543
	Iteration 9Q: 3 clusters Score -5119287 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42442 members 
Mstep: Class 2 contains 23063 members 
Entering Unmasked Estep 
Score: -5120700.500000 Penalty: 5500.581543
	Iteration 10Q: 3 clusters Score -5120700 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46207 members 
Mstep: Class 2 contains 19298 members 
Entering Unmasked Estep 
Score: -5122944.000000 Penalty: 5500.581543
	Iteration 11F: 3 clusters Score -5122944 nChanged 4585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50776 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -5126321.000000 Penalty: 5500.581543
	Iteration 12F: 3 clusters Score -5126321 nChanged 5066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55840 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -5130742.500000 Penalty: 5500.581543
	Iteration 13F: 3 clusters Score -5130742 nChanged 4520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60360 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -5135159.000000 Penalty: 5500.581543
	Iteration 14F: 3 clusters Score -5135159 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63302 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -5138008.500000 Penalty: 5500.581543
	Iteration 15Q: 3 clusters Score -5138008 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64640 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -5139319.000000 Penalty: 5500.581543
	Iteration 16Q: 3 clusters Score -5139319 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65078 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -5139780.500000 Penalty: 5500.581543
	Iteration 17Q: 3 clusters Score -5139780 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65213 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -5139954.500000 Penalty: 5500.581543
	Iteration 18Q: 3 clusters Score -5139954 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65258 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -5140034.000000 Penalty: 5500.581543
	Iteration 19Q: 3 clusters Score -5140034 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65272 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -5140067.000000 Penalty: 5500.581543
	Iteration 20F: 3 clusters Score -5140067 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65274 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -5140069.500000 Penalty: 5500.581543
	Iteration 21Q: 3 clusters Score -5140070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65277 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -5140080.500000 Penalty: 5500.581543
	Iteration 22Q: 3 clusters Score -5140080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65276 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -5140086.000000 Penalty: 5500.581543
	Iteration 23Q: 3 clusters Score -5140086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65279 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -5140092.000000 Penalty: 5500.581543
	Iteration 24Q: 3 clusters Score -5140092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65277 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -5140097.000000 Penalty: 5500.581543
	Iteration 25Q: 3 clusters Score -5140097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65278 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -5140100.000000 Penalty: 5500.581543
	Iteration 26Q: 3 clusters Score -5140100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65280 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -5140098.500000 Penalty: 5500.581543
	Iteration 27Q: 3 clusters Score -5140098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65282 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -5140105.000000 Penalty: 5500.581543
	Iteration 28Q: 3 clusters Score -5140105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65283 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -5140111.500000 Penalty: 5500.581543
	Iteration 29Q: 3 clusters Score -5140112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65283 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -5140111.500000 Penalty: 5500.581543
	Iteration 30F: 3 clusters Score -5140112 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (17149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Entering Unmasked Estep 
Score: -1360528.125000 Penalty: 2417.924316
	Iteration 0F: 2 clusters Score -1360528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -1348299.875000 Penalty: 4835.848633
	Iteration 0F: 3 clusters Score -1348300 nChanged 7413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -1352413.000000 Penalty: 4835.848633
	Iteration 1F: 3 clusters Score -1352413 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -1353155.250000 Penalty: 4835.848633
	Iteration 2F: 3 clusters Score -1353155 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1354125.250000 Penalty: 4835.848633
	Iteration 3F: 3 clusters Score -1354125 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -1355299.500000 Penalty: 4835.848633
	Iteration 4F: 3 clusters Score -1355300 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -1356478.000000 Penalty: 4835.848633
	Iteration 5F: 3 clusters Score -1356478 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1357367.000000 Penalty: 4835.848633
	Iteration 6F: 3 clusters Score -1357367 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -1357981.500000 Penalty: 4835.848633
	Iteration 7F: 3 clusters Score -1357982 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -1358430.000000 Penalty: 4835.848633
	Iteration 8Q: 3 clusters Score -1358430 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -1358766.000000 Penalty: 4835.848633
	Iteration 9Q: 3 clusters Score -1358766 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -1358996.125000 Penalty: 4835.848633
	Iteration 10Q: 3 clusters Score -1358996 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -1359187.875000 Penalty: 4835.848633
	Iteration 11Q: 3 clusters Score -1359188 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -1359346.500000 Penalty: 4835.848633
	Iteration 12Q: 3 clusters Score -1359346 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -1359457.750000 Penalty: 4835.848633
	Iteration 13Q: 3 clusters Score -1359458 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -1359541.250000 Penalty: 4835.848633
	Iteration 14Q: 3 clusters Score -1359541 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -1359594.000000 Penalty: 4835.848633
	Iteration 15Q: 3 clusters Score -1359594 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -1359648.125000 Penalty: 4835.848633
	Iteration 16Q: 3 clusters Score -1359648 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -1359696.250000 Penalty: 4835.848633
	Iteration 17Q: 3 clusters Score -1359696 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -1359738.000000 Penalty: 4835.848633
	Iteration 18Q: 3 clusters Score -1359738 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -1359773.500000 Penalty: 4835.848633
	Iteration 19Q: 3 clusters Score -1359774 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -1359810.625000 Penalty: 4835.848633
	Iteration 20F: 3 clusters Score -1359811 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -1359841.625000 Penalty: 4835.848633
	Iteration 21Q: 3 clusters Score -1359842 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -1359867.625000 Penalty: 4835.848633
	Iteration 22Q: 3 clusters Score -1359868 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -1359888.875000 Penalty: 4835.848633
	Iteration 23Q: 3 clusters Score -1359889 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -1359904.250000 Penalty: 4835.848633
	Iteration 24Q: 3 clusters Score -1359904 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -1359913.250000 Penalty: 4835.848633
	Iteration 25Q: 3 clusters Score -1359913 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -1359929.000000 Penalty: 4835.848633
	Iteration 26Q: 3 clusters Score -1359929 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -1359934.375000 Penalty: 4835.848633
	Iteration 27Q: 3 clusters Score -1359934 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -1359946.000000 Penalty: 4835.848633
	Iteration 28Q: 3 clusters Score -1359946 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -1359950.625000 Penalty: 4835.848633
	Iteration 29Q: 3 clusters Score -1359951 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -1359965.250000 Penalty: 4835.848633
	Iteration 30Q: 3 clusters Score -1359965 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -1359970.250000 Penalty: 4835.848633
	Iteration 31Q: 3 clusters Score -1359970 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -1359979.250000 Penalty: 4835.848633
	Iteration 32Q: 3 clusters Score -1359979 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -1359980.000000 Penalty: 4835.848633
	Iteration 33Q: 3 clusters Score -1359980 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -1359987.250000 Penalty: 4835.848633
	Iteration 34Q: 3 clusters Score -1359987 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -1359990.750000 Penalty: 4835.848633
	Iteration 35Q: 3 clusters Score -1359991 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -1359992.500000 Penalty: 4835.848633
	Iteration 36Q: 3 clusters Score -1359992 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -1359995.500000 Penalty: 4835.848633
	Iteration 37Q: 3 clusters Score -1359996 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -1359998.500000 Penalty: 4835.848633
	Iteration 38Q: 3 clusters Score -1359998 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -1360005.875000 Penalty: 4835.848633
	Iteration 39Q: 3 clusters Score -1360006 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -1360006.750000 Penalty: 4835.848633
	Iteration 40F: 3 clusters Score -1360007 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -1360008.875000 Penalty: 4835.848633
	Iteration 41Q: 3 clusters Score -1360009 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -1360017.750000 Penalty: 4835.848633
	Iteration 42Q: 3 clusters Score -1360018 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -1360022.000000 Penalty: 4835.848633
	Iteration 43Q: 3 clusters Score -1360022 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -1360025.500000 Penalty: 4835.848633
	Iteration 44Q: 3 clusters Score -1360026 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -1360029.375000 Penalty: 4835.848633
	Iteration 45Q: 3 clusters Score -1360029 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -1360034.625000 Penalty: 4835.848633
	Iteration 46Q: 3 clusters Score -1360035 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -1360036.750000 Penalty: 4835.848633
	Iteration 47Q: 3 clusters Score -1360037 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -1360037.750000 Penalty: 4835.848633
	Iteration 48Q: 3 clusters Score -1360038 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -1360040.875000 Penalty: 4835.848633
	Iteration 49Q: 3 clusters Score -1360041 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -1360042.125000 Penalty: 4835.848633
	Iteration 50Q: 3 clusters Score -1360042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -1360044.625000 Penalty: 4835.848633
	Iteration 51Q: 3 clusters Score -1360045 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -1360043.875000 Penalty: 4835.848633
	Iteration 52Q: 3 clusters Score -1360044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -1360043.875000 Penalty: 4835.848633
	Iteration 53F: 3 clusters Score -1360044 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (151910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151910 members 
Entering Unmasked Estep 
Score: -12180482.000000 Penalty: 2958.898926
	Iteration 0F: 2 clusters Score -1.218048e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76205 members 
Mstep: Class 2 contains 75705 members 
Entering Unmasked Estep 
Score: -12078361.000000 Penalty: 5917.797852
	Iteration 0F: 3 clusters Score -1.207836e+07 nChanged 72735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80310 members 
Mstep: Class 2 contains 71600 members 
Entering Unmasked Estep 
Score: -12121237.000000 Penalty: 5917.797852
	Iteration 1F: 3 clusters Score -1.212124e+07 nChanged 5500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83266 members 
Mstep: Class 2 contains 68644 members 
Entering Unmasked Estep 
Score: -12122861.000000 Penalty: 5917.797852
	Iteration 2Q: 3 clusters Score -1.212286e+07 nChanged 6649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87931 members 
Mstep: Class 2 contains 63979 members 
Entering Unmasked Estep 
Score: -12125564.000000 Penalty: 5917.797852
	Iteration 3Q: 3 clusters Score -1.212556e+07 nChanged 8534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94931 members 
Mstep: Class 2 contains 56979 members 
Entering Unmasked Estep 
Score: -12130031.000000 Penalty: 5917.797852
	Iteration 4F: 3 clusters Score -1.213003e+07 nChanged 10921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104646 members 
Mstep: Class 2 contains 47264 members 
Entering Unmasked Estep 
Score: -12137327.000000 Penalty: 5917.797852
	Iteration 5F: 3 clusters Score -1.213733e+07 nChanged 12646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116326 members 
Mstep: Class 2 contains 35584 members 
Entering Unmasked Estep 
Score: -12147473.000000 Penalty: 5917.797852
	Iteration 6F: 3 clusters Score -1.214747e+07 nChanged 12279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127975 members 
Mstep: Class 2 contains 23935 members 
Entering Unmasked Estep 
Score: -12158138.000000 Penalty: 5917.797852
	Iteration 7F: 3 clusters Score -1.215814e+07 nChanged 9720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137387 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -12166615.000000 Penalty: 5917.797852
	Iteration 8F: 3 clusters Score -1.216662e+07 nChanged 6163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143492 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -12171697.000000 Penalty: 5917.797852
	Iteration 9Q: 3 clusters Score -1.21717e+07 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147137 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -12174595.000000 Penalty: 5917.797852
	Iteration 10Q: 3 clusters Score -1.21746e+07 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149216 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -12176200.000000 Penalty: 5917.797852
	Iteration 11Q: 3 clusters Score -1.21762e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150290 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -12177016.000000 Penalty: 5917.797852
	Iteration 12Q: 3 clusters Score -1.217702e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150788 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -12177365.000000 Penalty: 5917.797852
	Iteration 13Q: 3 clusters Score -1.217736e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151037 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -12177597.000000 Penalty: 5917.797852
	Iteration 14Q: 3 clusters Score -1.21776e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151157 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -12177728.000000 Penalty: 5917.797852
	Iteration 15Q: 3 clusters Score -1.217773e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151211 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -12177788.000000 Penalty: 5917.797852
	Iteration 16Q: 3 clusters Score -1.217779e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151256 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -12177816.000000 Penalty: 5917.797852
	Iteration 17Q: 3 clusters Score -1.217782e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151291 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -12177863.000000 Penalty: 5917.797852
	Iteration 18Q: 3 clusters Score -1.217786e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151325 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -12177871.000000 Penalty: 5917.797852
	Iteration 19Q: 3 clusters Score -1.217787e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151338 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -12177898.000000 Penalty: 5917.797852
	Iteration 20F: 3 clusters Score -1.21779e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151357 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -12177940.000000 Penalty: 5917.797852
	Iteration 21Q: 3 clusters Score -1.217794e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151369 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -12177966.000000 Penalty: 5917.797852
	Iteration 22Q: 3 clusters Score -1.217797e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151373 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -12177972.000000 Penalty: 5917.797852
	Iteration 23Q: 3 clusters Score -1.217797e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151375 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -12177970.000000 Penalty: 5917.797852
	Iteration 24Q: 3 clusters Score -1.217797e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151377 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -12177968.000000 Penalty: 5917.797852
	Iteration 25Q: 3 clusters Score -1.217797e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151379 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -12177984.000000 Penalty: 5917.797852
	Iteration 26Q: 3 clusters Score -1.217798e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151380 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -12177973.000000 Penalty: 5917.797852
	Iteration 27Q: 3 clusters Score -1.217797e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151383 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -12177972.000000 Penalty: 5917.797852
	Iteration 28Q: 3 clusters Score -1.217797e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151384 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -12177969.000000 Penalty: 5917.797852
	Iteration 29Q: 3 clusters Score -1.217797e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151384 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -12177974.000000 Penalty: 5917.797852
	Iteration 30Q: 3 clusters Score -1.217797e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151386 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -12177976.000000 Penalty: 5917.797852
	Iteration 31Q: 3 clusters Score -1.217798e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151387 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -12177969.000000 Penalty: 5917.797852
	Iteration 32Q: 3 clusters Score -1.217797e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151389 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -12177978.000000 Penalty: 5917.797852
	Iteration 33Q: 3 clusters Score -1.217798e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151391 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -12177980.000000 Penalty: 5917.797852
	Iteration 34Q: 3 clusters Score -1.217798e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151391 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -12177980.000000 Penalty: 5917.797852
	Iteration 35F: 3 clusters Score -1.217798e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (27558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27558 members 
Entering Unmasked Estep 
Score: -2249073.250000 Penalty: 2535.563965
	Iteration 0F: 2 clusters Score -2249073 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -2230067.250000 Penalty: 5071.127930
	Iteration 0F: 3 clusters Score -2230067 nChanged 12403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -2236708.750000 Penalty: 5071.127930
	Iteration 1F: 3 clusters Score -2236709 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -2237241.500000 Penalty: 5071.127930
	Iteration 2F: 3 clusters Score -2237242 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -2237807.500000 Penalty: 5071.127930
	Iteration 3Q: 3 clusters Score -2237808 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -2238529.250000 Penalty: 5071.127930
	Iteration 4F: 3 clusters Score -2238529 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 16769 members 
Entering Unmasked Estep 
Score: -2239548.750000 Penalty: 5071.127930
	Iteration 5F: 3 clusters Score -2239549 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 17923 members 
Entering Unmasked Estep 
Score: -2240822.000000 Penalty: 5071.127930
	Iteration 6F: 3 clusters Score -2240822 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 19148 members 
Entering Unmasked Estep 
Score: -2242179.500000 Penalty: 5071.127930
	Iteration 7F: 3 clusters Score -2242180 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 20319 members 
Entering Unmasked Estep 
Score: -2243422.750000 Penalty: 5071.127930
	Iteration 8F: 3 clusters Score -2243423 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 21269 members 
Entering Unmasked Estep 
Score: -2244322.250000 Penalty: 5071.127930
	Iteration 9F: 3 clusters Score -2244322 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 22054 members 
Entering Unmasked Estep 
Score: -2244958.500000 Penalty: 5071.127930
	Iteration 10Q: 3 clusters Score -2244958 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 22704 members 
Entering Unmasked Estep 
Score: -2245394.000000 Penalty: 5071.127930
	Iteration 11Q: 3 clusters Score -2245394 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 23243 members 
Entering Unmasked Estep 
Score: -2245710.750000 Penalty: 5071.127930
	Iteration 12Q: 3 clusters Score -2245711 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 23701 members 
Entering Unmasked Estep 
Score: -2245984.250000 Penalty: 5071.127930
	Iteration 13Q: 3 clusters Score -2245984 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 24110 members 
Entering Unmasked Estep 
Score: -2246241.500000 Penalty: 5071.127930
	Iteration 14Q: 3 clusters Score -2246242 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 24464 members 
Entering Unmasked Estep 
Score: -2246465.250000 Penalty: 5071.127930
	Iteration 15Q: 3 clusters Score -2246465 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 24725 members 
Entering Unmasked Estep 
Score: -2246639.500000 Penalty: 5071.127930
	Iteration 16Q: 3 clusters Score -2246640 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 24933 members 
Entering Unmasked Estep 
Score: -2246776.750000 Penalty: 5071.127930
	Iteration 17Q: 3 clusters Score -2246777 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 25099 members 
Entering Unmasked Estep 
Score: -2246881.250000 Penalty: 5071.127930
	Iteration 18Q: 3 clusters Score -2246881 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 25232 members 
Entering Unmasked Estep 
Score: -2246968.000000 Penalty: 5071.127930
	Iteration 19Q: 3 clusters Score -2246968 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 25349 members 
Entering Unmasked Estep 
Score: -2247025.500000 Penalty: 5071.127930
	Iteration 20F: 3 clusters Score -2247026 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 25436 members 
Entering Unmasked Estep 
Score: -2247059.500000 Penalty: 5071.127930
	Iteration 21Q: 3 clusters Score -2247060 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 25507 members 
Entering Unmasked Estep 
Score: -2247095.750000 Penalty: 5071.127930
	Iteration 22Q: 3 clusters Score -2247096 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 25581 members 
Entering Unmasked Estep 
Score: -2247132.250000 Penalty: 5071.127930
	Iteration 23Q: 3 clusters Score -2247132 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 25644 members 
Entering Unmasked Estep 
Score: -2247152.750000 Penalty: 5071.127930
	Iteration 24Q: 3 clusters Score -2247153 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 25689 members 
Entering Unmasked Estep 
Score: -2247173.750000 Penalty: 5071.127930
	Iteration 25Q: 3 clusters Score -2247174 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 25719 members 
Entering Unmasked Estep 
Score: -2247185.750000 Penalty: 5071.127930
	Iteration 26Q: 3 clusters Score -2247186 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 25742 members 
Entering Unmasked Estep 
Score: -2247191.750000 Penalty: 5071.127930
	Iteration 27Q: 3 clusters Score -2247192 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 25761 members 
Entering Unmasked Estep 
Score: -2247197.750000 Penalty: 5071.127930
	Iteration 28Q: 3 clusters Score -2247198 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 25781 members 
Entering Unmasked Estep 
Score: -2247202.750000 Penalty: 5071.127930
	Iteration 29Q: 3 clusters Score -2247203 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 25796 members 
Entering Unmasked Estep 
Score: -2247205.250000 Penalty: 5071.127930
	Iteration 30Q: 3 clusters Score -2247205 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 25812 members 
Entering Unmasked Estep 
Score: -2247212.000000 Penalty: 5071.127930
	Iteration 31Q: 3 clusters Score -2247212 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 25825 members 
Entering Unmasked Estep 
Score: -2247219.750000 Penalty: 5071.127930
	Iteration 32Q: 3 clusters Score -2247220 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 25836 members 
Entering Unmasked Estep 
Score: -2247220.750000 Penalty: 5071.127930
	Iteration 33Q: 3 clusters Score -2247221 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 25852 members 
Entering Unmasked Estep 
Score: -2247230.250000 Penalty: 5071.127930
	Iteration 34Q: 3 clusters Score -2247230 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 25864 members 
Entering Unmasked Estep 
Score: -2247239.000000 Penalty: 5071.127930
	Iteration 35Q: 3 clusters Score -2247239 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 25875 members 
Entering Unmasked Estep 
Score: -2247241.500000 Penalty: 5071.127930
	Iteration 36Q: 3 clusters Score -2247242 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 25888 members 
Entering Unmasked Estep 
Score: -2247245.250000 Penalty: 5071.127930
	Iteration 37Q: 3 clusters Score -2247245 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 25899 members 
Entering Unmasked Estep 
Score: -2247252.750000 Penalty: 5071.127930
	Iteration 38Q: 3 clusters Score -2247253 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 25910 members 
Entering Unmasked Estep 
Score: -2247258.500000 Penalty: 5071.127930
	Iteration 39Q: 3 clusters Score -2247258 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 25914 members 
Entering Unmasked Estep 
Score: -2247260.500000 Penalty: 5071.127930
	Iteration 40F: 3 clusters Score -2247260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 25920 members 
Entering Unmasked Estep 
Score: -2247261.000000 Penalty: 5071.127930
	Iteration 41Q: 3 clusters Score -2247261 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 25926 members 
Entering Unmasked Estep 
Score: -2247263.500000 Penalty: 5071.127930
	Iteration 42Q: 3 clusters Score -2247264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 25933 members 
Entering Unmasked Estep 
Score: -2247268.500000 Penalty: 5071.127930
	Iteration 43Q: 3 clusters Score -2247268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 25940 members 
Entering Unmasked Estep 
Score: -2247271.500000 Penalty: 5071.127930
	Iteration 44Q: 3 clusters Score -2247272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 25944 members 
Entering Unmasked Estep 
Score: -2247267.500000 Penalty: 5071.127930
	Iteration 45Q: 3 clusters Score -2247268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 25947 members 
Entering Unmasked Estep 
Score: -2247269.000000 Penalty: 5071.127930
	Iteration 46Q: 3 clusters Score -2247269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 25949 members 
Entering Unmasked Estep 
Score: -2247269.750000 Penalty: 5071.127930
	Iteration 47Q: 3 clusters Score -2247270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 25950 members 
Entering Unmasked Estep 
Score: -2247266.500000 Penalty: 5071.127930
	Iteration 48Q: 3 clusters Score -2247266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 25951 members 
Entering Unmasked Estep 
Score: -2247267.500000 Penalty: 5071.127930
	Iteration 49Q: 3 clusters Score -2247268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 25952 members 
Entering Unmasked Estep 
Score: -2247265.250000 Penalty: 5071.127930
	Iteration 50Q: 3 clusters Score -2247265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 25954 members 
Entering Unmasked Estep 
Score: -2247270.750000 Penalty: 5071.127930
	Iteration 51Q: 3 clusters Score -2247271 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 25954 members 
Entering Unmasked Estep 
Score: -2247270.750000 Penalty: 5071.127930
	Iteration 52F: 3 clusters Score -2247271 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Entering Unmasked Estep 
Score: -514675.375000 Penalty: 2194.608398
	Iteration 0F: 2 clusters Score -514675.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -508914.875000 Penalty: 4389.216797
	Iteration 0F: 3 clusters Score -508914.9 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -510650.562500 Penalty: 4389.216797
	Iteration 1F: 3 clusters Score -510650.6 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -511161.250000 Penalty: 4389.216797
	Iteration 2F: 3 clusters Score -511161.2 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -511545.812500 Penalty: 4389.216797
	Iteration 3F: 3 clusters Score -511545.8 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -511856.906250 Penalty: 4389.216797
	Iteration 4F: 3 clusters Score -511856.9 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -512165.531250 Penalty: 4389.216797
	Iteration 5F: 3 clusters Score -512165.5 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -512463.593750 Penalty: 4389.216797
	Iteration 6F: 3 clusters Score -512463.6 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -512793.187500 Penalty: 4389.216797
	Iteration 7F: 3 clusters Score -512793.2 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -513116.218750 Penalty: 4389.216797
	Iteration 8F: 3 clusters Score -513116.2 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -513392.000000 Penalty: 4389.216797
	Iteration 9Q: 3 clusters Score -513392 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -513605.812500 Penalty: 4389.216797
	Iteration 10Q: 3 clusters Score -513605.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -513738.937500 Penalty: 4389.216797
	Iteration 11Q: 3 clusters Score -513738.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -513822.968750 Penalty: 4389.216797
	Iteration 12Q: 3 clusters Score -513823 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -513875.156250 Penalty: 4389.216797
	Iteration 13Q: 3 clusters Score -513875.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -513915.218750 Penalty: 4389.216797
	Iteration 14Q: 3 clusters Score -513915.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -513950.187500 Penalty: 4389.216797
	Iteration 15Q: 3 clusters Score -513950.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -513977.656250 Penalty: 4389.216797
	Iteration 16Q: 3 clusters Score -513977.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -513995.687500 Penalty: 4389.216797
	Iteration 17Q: 3 clusters Score -513995.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -514010.468750 Penalty: 4389.216797
	Iteration 18Q: 3 clusters Score -514010.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -514025.843750 Penalty: 4389.216797
	Iteration 19Q: 3 clusters Score -514025.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -514037.968750 Penalty: 4389.216797
	Iteration 20F: 3 clusters Score -514038 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -514045.781250 Penalty: 4389.216797
	Iteration 21Q: 3 clusters Score -514045.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -514054.593750 Penalty: 4389.216797
	Iteration 22Q: 3 clusters Score -514054.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -514060.343750 Penalty: 4389.216797
	Iteration 23Q: 3 clusters Score -514060.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -514065.593750 Penalty: 4389.216797
	Iteration 24Q: 3 clusters Score -514065.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -514069.562500 Penalty: 4389.216797
	Iteration 25Q: 3 clusters Score -514069.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -514074.218750 Penalty: 4389.216797
	Iteration 26Q: 3 clusters Score -514074.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -514080.156250 Penalty: 4389.216797
	Iteration 27Q: 3 clusters Score -514080.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -514085.187500 Penalty: 4389.216797
	Iteration 28Q: 3 clusters Score -514085.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -514087.187500 Penalty: 4389.216797
	Iteration 29Q: 3 clusters Score -514087.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -514088.875000 Penalty: 4389.216797
	Iteration 30Q: 3 clusters Score -514088.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -514091.156250 Penalty: 4389.216797
	Iteration 31Q: 3 clusters Score -514091.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -514093.750000 Penalty: 4389.216797
	Iteration 32Q: 3 clusters Score -514093.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -514095.281250 Penalty: 4389.216797
	Iteration 33Q: 3 clusters Score -514095.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -514095.875000 Penalty: 4389.216797
	Iteration 34Q: 3 clusters Score -514095.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -514097.031250 Penalty: 4389.216797
	Iteration 35Q: 3 clusters Score -514097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -514098.593750 Penalty: 4389.216797
	Iteration 36Q: 3 clusters Score -514098.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -514099.843750 Penalty: 4389.216797
	Iteration 37Q: 3 clusters Score -514099.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -514100.750000 Penalty: 4389.216797
	Iteration 38Q: 3 clusters Score -514100.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -514102.156250 Penalty: 4389.216797
	Iteration 39Q: 3 clusters Score -514102.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -514102.437500 Penalty: 4389.216797
	Iteration 40F: 3 clusters Score -514102.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -514103.343750 Penalty: 4389.216797
	Iteration 41Q: 3 clusters Score -514103.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -514104.125000 Penalty: 4389.216797
	Iteration 42Q: 3 clusters Score -514104.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -514104.812500 Penalty: 4389.216797
	Iteration 43Q: 3 clusters Score -514104.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -514106.781250 Penalty: 4389.216797
	Iteration 44Q: 3 clusters Score -514106.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -514107.937500 Penalty: 4389.216797
	Iteration 45Q: 3 clusters Score -514107.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -514109.437500 Penalty: 4389.216797
	Iteration 46Q: 3 clusters Score -514109.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -514108.875000 Penalty: 4389.216797
	Iteration 47Q: 3 clusters Score -514108.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -514109.218750 Penalty: 4389.216797
	Iteration 48Q: 3 clusters Score -514109.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -514110.156250 Penalty: 4389.216797
	Iteration 49Q: 3 clusters Score -514110.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -514109.531250 Penalty: 4389.216797
	Iteration 50Q: 3 clusters Score -514109.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -514110.187500 Penalty: 4389.216797
	Iteration 51Q: 3 clusters Score -514110.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -514110.937500 Penalty: 4389.216797
	Iteration 52Q: 3 clusters Score -514110.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -514111.031250 Penalty: 4389.216797
	Iteration 53Q: 3 clusters Score -514111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -514111.937500 Penalty: 4389.216797
	Iteration 54Q: 3 clusters Score -514111.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -514111.937500 Penalty: 4389.216797
	Iteration 55F: 3 clusters Score -514111.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Entering Unmasked Estep 
Score: -755076.500000 Penalty: 2285.376465
	Iteration 0F: 2 clusters Score -755076.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -747336.500000 Penalty: 4570.752930
	Iteration 0F: 3 clusters Score -747336.5 nChanged 4243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -749749.500000 Penalty: 4570.752930
	Iteration 1F: 3 clusters Score -749749.5 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -750258.187500 Penalty: 4570.752930
	Iteration 2F: 3 clusters Score -750258.2 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -750800.687500 Penalty: 4570.752930
	Iteration 3F: 3 clusters Score -750800.7 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -751371.375000 Penalty: 4570.752930
	Iteration 4F: 3 clusters Score -751371.4 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -751891.125000 Penalty: 4570.752930
	Iteration 5F: 3 clusters Score -751891.1 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -752371.625000 Penalty: 4570.752930
	Iteration 6F: 3 clusters Score -752371.6 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -752782.562500 Penalty: 4570.752930
	Iteration 7Q: 3 clusters Score -752782.6 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -753115.062500 Penalty: 4570.752930
	Iteration 8Q: 3 clusters Score -753115.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -753411.437500 Penalty: 4570.752930
	Iteration 9Q: 3 clusters Score -753411.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -753762.312500 Penalty: 4570.752930
	Iteration 10Q: 3 clusters Score -753762.3 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -754050.000000 Penalty: 4570.752930
	Iteration 11Q: 3 clusters Score -754050 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -754236.937500 Penalty: 4570.752930
	Iteration 12Q: 3 clusters Score -754236.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -754373.250000 Penalty: 4570.752930
	Iteration 13Q: 3 clusters Score -754373.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -754467.500000 Penalty: 4570.752930
	Iteration 14Q: 3 clusters Score -754467.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -754522.000000 Penalty: 4570.752930
	Iteration 15Q: 3 clusters Score -754522 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -754556.000000 Penalty: 4570.752930
	Iteration 16Q: 3 clusters Score -754556 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -754586.812500 Penalty: 4570.752930
	Iteration 17Q: 3 clusters Score -754586.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -754605.250000 Penalty: 4570.752930
	Iteration 18Q: 3 clusters Score -754605.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -754613.687500 Penalty: 4570.752930
	Iteration 19Q: 3 clusters Score -754613.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -754621.687500 Penalty: 4570.752930
	Iteration 20F: 3 clusters Score -754621.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -754634.062500 Penalty: 4570.752930
	Iteration 21Q: 3 clusters Score -754634.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -754644.250000 Penalty: 4570.752930
	Iteration 22Q: 3 clusters Score -754644.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -754657.375000 Penalty: 4570.752930
	Iteration 23Q: 3 clusters Score -754657.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -754676.562500 Penalty: 4570.752930
	Iteration 24Q: 3 clusters Score -754676.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -754697.687500 Penalty: 4570.752930
	Iteration 25Q: 3 clusters Score -754697.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -754744.625000 Penalty: 4570.752930
	Iteration 26Q: 3 clusters Score -754744.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -754777.437500 Penalty: 4570.752930
	Iteration 27Q: 3 clusters Score -754777.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -754804.062500 Penalty: 4570.752930
	Iteration 28Q: 3 clusters Score -754804.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -754822.187500 Penalty: 4570.752930
	Iteration 29Q: 3 clusters Score -754822.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -754833.375000 Penalty: 4570.752930
	Iteration 30Q: 3 clusters Score -754833.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -754840.437500 Penalty: 4570.752930
	Iteration 31Q: 3 clusters Score -754840.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -754844.125000 Penalty: 4570.752930
	Iteration 32Q: 3 clusters Score -754844.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -754846.625000 Penalty: 4570.752930
	Iteration 33Q: 3 clusters Score -754846.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -754846.812500 Penalty: 4570.752930
	Iteration 34Q: 3 clusters Score -754846.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -754849.750000 Penalty: 4570.752930
	Iteration 35Q: 3 clusters Score -754849.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -754850.187500 Penalty: 4570.752930
	Iteration 36Q: 3 clusters Score -754850.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -754851.562500 Penalty: 4570.752930
	Iteration 37Q: 3 clusters Score -754851.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -754851.187500 Penalty: 4570.752930
	Iteration 38Q: 3 clusters Score -754851.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -754852.750000 Penalty: 4570.752930
	Iteration 39Q: 3 clusters Score -754852.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -754851.875000 Penalty: 4570.752930
	Iteration 40F: 3 clusters Score -754851.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -754852.625000 Penalty: 4570.752930
	Iteration 41Q: 3 clusters Score -754852.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -754851.812500 Penalty: 4570.752930
	Iteration 42Q: 3 clusters Score -754851.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -754851.812500 Penalty: 4570.752930
	Iteration 43F: 3 clusters Score -754851.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Entering Unmasked Estep 
Score: -206336.937500 Penalty: 1950.471313
	Iteration 0F: 2 clusters Score -206336.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -203310.203125 Penalty: 3900.942627
	Iteration 0F: 3 clusters Score -203310.2 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -203847.078125 Penalty: 3900.942627
	Iteration 1F: 3 clusters Score -203847.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -203994.343750 Penalty: 3900.942627
	Iteration 2F: 3 clusters Score -203994.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -204075.796875 Penalty: 3900.942627
	Iteration 3Q: 3 clusters Score -204075.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -204116.546875 Penalty: 3900.942627
	Iteration 4Q: 3 clusters Score -204116.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -204147.546875 Penalty: 3900.942627
	Iteration 5Q: 3 clusters Score -204147.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -204171.265625 Penalty: 3900.942627
	Iteration 6Q: 3 clusters Score -204171.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -204191.671875 Penalty: 3900.942627
	Iteration 7Q: 3 clusters Score -204191.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -204206.281250 Penalty: 3900.942627
	Iteration 8Q: 3 clusters Score -204206.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -204225.125000 Penalty: 3900.942627
	Iteration 9Q: 3 clusters Score -204225.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -204234.968750 Penalty: 3900.942627
	Iteration 10Q: 3 clusters Score -204235 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -204244.156250 Penalty: 3900.942627
	Iteration 11Q: 3 clusters Score -204244.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -204249.562500 Penalty: 3900.942627
	Iteration 12Q: 3 clusters Score -204249.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -204255.625000 Penalty: 3900.942627
	Iteration 13Q: 3 clusters Score -204255.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -204263.062500 Penalty: 3900.942627
	Iteration 14Q: 3 clusters Score -204263.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -204267.718750 Penalty: 3900.942627
	Iteration 15Q: 3 clusters Score -204267.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -204272.656250 Penalty: 3900.942627
	Iteration 16Q: 3 clusters Score -204272.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -204276.359375 Penalty: 3900.942627
	Iteration 17Q: 3 clusters Score -204276.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -204280.109375 Penalty: 3900.942627
	Iteration 18Q: 3 clusters Score -204280.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -204282.109375 Penalty: 3900.942627
	Iteration 19Q: 3 clusters Score -204282.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -204285.015625 Penalty: 3900.942627
	Iteration 20F: 3 clusters Score -204285 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -204289.906250 Penalty: 3900.942627
	Iteration 21Q: 3 clusters Score -204289.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -204291.484375 Penalty: 3900.942627
	Iteration 22Q: 3 clusters Score -204291.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -204292.343750 Penalty: 3900.942627
	Iteration 23Q: 3 clusters Score -204292.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -204292.812500 Penalty: 3900.942627
	Iteration 24Q: 3 clusters Score -204292.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -204293.390625 Penalty: 3900.942627
	Iteration 25Q: 3 clusters Score -204293.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -204294.093750 Penalty: 3900.942627
	Iteration 26Q: 3 clusters Score -204294.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -204294.687500 Penalty: 3900.942627
	Iteration 27Q: 3 clusters Score -204294.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -204294.687500 Penalty: 3900.942627
	Iteration 28F: 3 clusters Score -204294.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (45386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45386 members 
Entering Unmasked Estep 
Score: -3688227.000000 Penalty: 2659.293701
	Iteration 0F: 2 clusters Score -3688227 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22565 members 
Mstep: Class 2 contains 22821 members 
Entering Unmasked Estep 
Score: -3657637.000000 Penalty: 5318.587402
	Iteration 0F: 3 clusters Score -3657637 nChanged 20796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21673 members 
Mstep: Class 2 contains 23713 members 
Entering Unmasked Estep 
Score: -3669154.000000 Penalty: 5318.587402
	Iteration 1F: 3 clusters Score -3669154 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21164 members 
Mstep: Class 2 contains 24222 members 
Entering Unmasked Estep 
Score: -3669763.000000 Penalty: 5318.587402
	Iteration 2Q: 3 clusters Score -3669763 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20400 members 
Mstep: Class 2 contains 24986 members 
Entering Unmasked Estep 
Score: -3670397.750000 Penalty: 5318.587402
	Iteration 3Q: 3 clusters Score -3670398 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19259 members 
Mstep: Class 2 contains 26127 members 
Entering Unmasked Estep 
Score: -3671179.250000 Penalty: 5318.587402
	Iteration 4Q: 3 clusters Score -3671179 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17735 members 
Mstep: Class 2 contains 27651 members 
Entering Unmasked Estep 
Score: -3672221.500000 Penalty: 5318.587402
	Iteration 5Q: 3 clusters Score -3672222 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 29729 members 
Entering Unmasked Estep 
Score: -3673636.500000 Penalty: 5318.587402
	Iteration 6F: 3 clusters Score -3673636 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 32350 members 
Entering Unmasked Estep 
Score: -3675579.250000 Penalty: 5318.587402
	Iteration 7F: 3 clusters Score -3675579 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 35323 members 
Entering Unmasked Estep 
Score: -3677961.000000 Penalty: 5318.587402
	Iteration 8F: 3 clusters Score -3677961 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 38298 members 
Entering Unmasked Estep 
Score: -3680477.000000 Penalty: 5318.587402
	Iteration 9F: 3 clusters Score -3680477 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 40814 members 
Entering Unmasked Estep 
Score: -3682679.500000 Penalty: 5318.587402
	Iteration 10F: 3 clusters Score -3682680 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 42561 members 
Entering Unmasked Estep 
Score: -3684131.500000 Penalty: 5318.587402
	Iteration 11Q: 3 clusters Score -3684132 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 43624 members 
Entering Unmasked Estep 
Score: -3684956.750000 Penalty: 5318.587402
	Iteration 12Q: 3 clusters Score -3684957 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 44184 members 
Entering Unmasked Estep 
Score: -3685381.000000 Penalty: 5318.587402
	Iteration 13Q: 3 clusters Score -3685381 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 44488 members 
Entering Unmasked Estep 
Score: -3685611.750000 Penalty: 5318.587402
	Iteration 14Q: 3 clusters Score -3685612 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 44646 members 
Entering Unmasked Estep 
Score: -3685732.750000 Penalty: 5318.587402
	Iteration 15Q: 3 clusters Score -3685733 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 44737 members 
Entering Unmasked Estep 
Score: -3685814.750000 Penalty: 5318.587402
	Iteration 16Q: 3 clusters Score -3685815 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 44782 members 
Entering Unmasked Estep 
Score: -3685860.000000 Penalty: 5318.587402
	Iteration 17Q: 3 clusters Score -3685860 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 44819 members 
Entering Unmasked Estep 
Score: -3685895.500000 Penalty: 5318.587402
	Iteration 18Q: 3 clusters Score -3685896 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 44841 members 
Entering Unmasked Estep 
Score: -3685918.000000 Penalty: 5318.587402
	Iteration 19Q: 3 clusters Score -3685918 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 44865 members 
Entering Unmasked Estep 
Score: -3685931.250000 Penalty: 5318.587402
	Iteration 20F: 3 clusters Score -3685931 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 44874 members 
Entering Unmasked Estep 
Score: -3685948.500000 Penalty: 5318.587402
	Iteration 21Q: 3 clusters Score -3685948 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 44881 members 
Entering Unmasked Estep 
Score: -3685945.750000 Penalty: 5318.587402
	Iteration 22Q: 3 clusters Score -3685946 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 44887 members 
Entering Unmasked Estep 
Score: -3685955.000000 Penalty: 5318.587402
	Iteration 23Q: 3 clusters Score -3685955 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 44891 members 
Entering Unmasked Estep 
Score: -3685959.750000 Penalty: 5318.587402
	Iteration 24Q: 3 clusters Score -3685960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 44897 members 
Entering Unmasked Estep 
Score: -3685965.250000 Penalty: 5318.587402
	Iteration 25Q: 3 clusters Score -3685965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 44899 members 
Entering Unmasked Estep 
Score: -3685968.500000 Penalty: 5318.587402
	Iteration 26Q: 3 clusters Score -3685968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 44899 members 
Entering Unmasked Estep 
Score: -3685967.750000 Penalty: 5318.587402
	Iteration 27Q: 3 clusters Score -3685968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 44899 members 
Entering Unmasked Estep 
Score: -3685967.750000 Penalty: 5318.587402
	Iteration 28F: 3 clusters Score -3685968 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Entering Unmasked Estep 
Score: -501720.625000 Penalty: 2171.461914
	Iteration 0F: 2 clusters Score -501720.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -496439.031250 Penalty: 4342.923828
	Iteration 0F: 3 clusters Score -496439 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -497773.437500 Penalty: 4342.923828
	Iteration 1F: 3 clusters Score -497773.4 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -497987.812500 Penalty: 4342.923828
	Iteration 2F: 3 clusters Score -497987.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -498111.000000 Penalty: 4342.923828
	Iteration 3Q: 3 clusters Score -498111 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -498201.093750 Penalty: 4342.923828
	Iteration 4Q: 3 clusters Score -498201.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -498280.062500 Penalty: 4342.923828
	Iteration 5Q: 3 clusters Score -498280.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -498354.218750 Penalty: 4342.923828
	Iteration 6Q: 3 clusters Score -498354.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -498413.468750 Penalty: 4342.923828
	Iteration 7Q: 3 clusters Score -498413.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -498466.281250 Penalty: 4342.923828
	Iteration 8Q: 3 clusters Score -498466.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -498533.718750 Penalty: 4342.923828
	Iteration 9Q: 3 clusters Score -498533.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -498600.156250 Penalty: 4342.923828
	Iteration 10Q: 3 clusters Score -498600.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -498661.031250 Penalty: 4342.923828
	Iteration 11Q: 3 clusters Score -498661 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -498720.937500 Penalty: 4342.923828
	Iteration 12Q: 3 clusters Score -498720.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -498789.218750 Penalty: 4342.923828
	Iteration 13Q: 3 clusters Score -498789.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -498858.312500 Penalty: 4342.923828
	Iteration 14Q: 3 clusters Score -498858.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -498936.625000 Penalty: 4342.923828
	Iteration 15Q: 3 clusters Score -498936.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -499023.156250 Penalty: 4342.923828
	Iteration 16Q: 3 clusters Score -499023.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -499113.312500 Penalty: 4342.923828
	Iteration 17Q: 3 clusters Score -499113.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -499200.406250 Penalty: 4342.923828
	Iteration 18Q: 3 clusters Score -499200.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -499269.062500 Penalty: 4342.923828
	Iteration 19Q: 3 clusters Score -499269.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -499330.562500 Penalty: 4342.923828
	Iteration 20F: 3 clusters Score -499330.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -499390.812500 Penalty: 4342.923828
	Iteration 21Q: 3 clusters Score -499390.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -499446.406250 Penalty: 4342.923828
	Iteration 22Q: 3 clusters Score -499446.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -499508.281250 Penalty: 4342.923828
	Iteration 23Q: 3 clusters Score -499508.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -499571.968750 Penalty: 4342.923828
	Iteration 24Q: 3 clusters Score -499572 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -499620.937500 Penalty: 4342.923828
	Iteration 25Q: 3 clusters Score -499620.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -499653.468750 Penalty: 4342.923828
	Iteration 26Q: 3 clusters Score -499653.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -499676.125000 Penalty: 4342.923828
	Iteration 27Q: 3 clusters Score -499676.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -499694.687500 Penalty: 4342.923828
	Iteration 28Q: 3 clusters Score -499694.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -499713.781250 Penalty: 4342.923828
	Iteration 29Q: 3 clusters Score -499713.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -499732.468750 Penalty: 4342.923828
	Iteration 30Q: 3 clusters Score -499732.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -499759.093750 Penalty: 4342.923828
	Iteration 31Q: 3 clusters Score -499759.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -499783.750000 Penalty: 4342.923828
	Iteration 32Q: 3 clusters Score -499783.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -499816.093750 Penalty: 4342.923828
	Iteration 33Q: 3 clusters Score -499816.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -499841.875000 Penalty: 4342.923828
	Iteration 34Q: 3 clusters Score -499841.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -499861.781250 Penalty: 4342.923828
	Iteration 35Q: 3 clusters Score -499861.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -499879.468750 Penalty: 4342.923828
	Iteration 36Q: 3 clusters Score -499879.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -499898.031250 Penalty: 4342.923828
	Iteration 37Q: 3 clusters Score -499898 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -499917.156250 Penalty: 4342.923828
	Iteration 38Q: 3 clusters Score -499917.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -499929.218750 Penalty: 4342.923828
	Iteration 39Q: 3 clusters Score -499929.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -499937.906250 Penalty: 4342.923828
	Iteration 40F: 3 clusters Score -499937.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -499944.343750 Penalty: 4342.923828
	Iteration 41Q: 3 clusters Score -499944.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -499947.437500 Penalty: 4342.923828
	Iteration 42Q: 3 clusters Score -499947.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -499952.093750 Penalty: 4342.923828
	Iteration 43Q: 3 clusters Score -499952.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -499957.187500 Penalty: 4342.923828
	Iteration 44Q: 3 clusters Score -499957.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -499959.875000 Penalty: 4342.923828
	Iteration 45Q: 3 clusters Score -499959.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -499962.812500 Penalty: 4342.923828
	Iteration 46Q: 3 clusters Score -499962.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -499965.468750 Penalty: 4342.923828
	Iteration 47Q: 3 clusters Score -499965.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -499965.968750 Penalty: 4342.923828
	Iteration 48Q: 3 clusters Score -499966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -499965.968750 Penalty: 4342.923828
	Iteration 49F: 3 clusters Score -499966 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Entering Unmasked Estep 
Score: -789937.812500 Penalty: 2302.261230
	Iteration 0F: 2 clusters Score -789937.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -781855.750000 Penalty: 4604.522461
	Iteration 0F: 3 clusters Score -781855.8 nChanged 4464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -784327.750000 Penalty: 4604.522461
	Iteration 1F: 3 clusters Score -784327.8 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -784852.312500 Penalty: 4604.522461
	Iteration 2F: 3 clusters Score -784852.3 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -785543.687500 Penalty: 4604.522461
	Iteration 3F: 3 clusters Score -785543.7 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -786357.375000 Penalty: 4604.522461
	Iteration 4F: 3 clusters Score -786357.4 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -787225.500000 Penalty: 4604.522461
	Iteration 5F: 3 clusters Score -787225.5 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -788027.312500 Penalty: 4604.522461
	Iteration 6F: 3 clusters Score -788027.3 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -788618.062500 Penalty: 4604.522461
	Iteration 7F: 3 clusters Score -788618.1 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -788965.812500 Penalty: 4604.522461
	Iteration 8Q: 3 clusters Score -788965.8 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -789174.187500 Penalty: 4604.522461
	Iteration 9Q: 3 clusters Score -789174.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -789293.750000 Penalty: 4604.522461
	Iteration 10Q: 3 clusters Score -789293.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -789369.562500 Penalty: 4604.522461
	Iteration 11Q: 3 clusters Score -789369.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -789411.625000 Penalty: 4604.522461
	Iteration 12Q: 3 clusters Score -789411.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -789429.437500 Penalty: 4604.522461
	Iteration 13Q: 3 clusters Score -789429.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -789440.562500 Penalty: 4604.522461
	Iteration 14Q: 3 clusters Score -789440.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -789443.500000 Penalty: 4604.522461
	Iteration 15Q: 3 clusters Score -789443.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -789445.000000 Penalty: 4604.522461
	Iteration 16Q: 3 clusters Score -789445 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -789446.500000 Penalty: 4604.522461
	Iteration 17Q: 3 clusters Score -789446.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -789447.312500 Penalty: 4604.522461
	Iteration 18Q: 3 clusters Score -789447.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -789449.187500 Penalty: 4604.522461
	Iteration 19Q: 3 clusters Score -789449.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -789449.312500 Penalty: 4604.522461
	Iteration 20F: 3 clusters Score -789449.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (37848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37848 members 
Entering Unmasked Estep 
Score: -2949629.500000 Penalty: 2614.250732
	Iteration 0F: 2 clusters Score -2949630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18898 members 
Mstep: Class 2 contains 18950 members 
Entering Unmasked Estep 
Score: -2923885.000000 Penalty: 5228.501465
	Iteration 0F: 3 clusters Score -2923885 nChanged 17324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18748 members 
Mstep: Class 2 contains 19100 members 
Entering Unmasked Estep 
Score: -2933484.750000 Penalty: 5228.501465
	Iteration 1F: 3 clusters Score -2933485 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18583 members 
Mstep: Class 2 contains 19265 members 
Entering Unmasked Estep 
Score: -2934252.500000 Penalty: 5228.501465
	Iteration 2F: 3 clusters Score -2934252 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18374 members 
Mstep: Class 2 contains 19474 members 
Entering Unmasked Estep 
Score: -2935223.000000 Penalty: 5228.501465
	Iteration 3F: 3 clusters Score -2935223 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18219 members 
Mstep: Class 2 contains 19629 members 
Entering Unmasked Estep 
Score: -2936357.000000 Penalty: 5228.501465
	Iteration 4F: 3 clusters Score -2936357 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18280 members 
Mstep: Class 2 contains 19568 members 
Entering Unmasked Estep 
Score: -2937530.000000 Penalty: 5228.501465
	Iteration 5F: 3 clusters Score -2937530 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18479 members 
Mstep: Class 2 contains 19369 members 
Entering Unmasked Estep 
Score: -2938733.250000 Penalty: 5228.501465
	Iteration 6F: 3 clusters Score -2938733 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18717 members 
Mstep: Class 2 contains 19131 members 
Entering Unmasked Estep 
Score: -2939919.000000 Penalty: 5228.501465
	Iteration 7F: 3 clusters Score -2939919 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19007 members 
Mstep: Class 2 contains 18841 members 
Entering Unmasked Estep 
Score: -2941002.250000 Penalty: 5228.501465
	Iteration 8F: 3 clusters Score -2941002 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19251 members 
Mstep: Class 2 contains 18597 members 
Entering Unmasked Estep 
Score: -2941946.500000 Penalty: 5228.501465
	Iteration 9Q: 3 clusters Score -2941946 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19500 members 
Mstep: Class 2 contains 18348 members 
Entering Unmasked Estep 
Score: -2942653.250000 Penalty: 5228.501465
	Iteration 10Q: 3 clusters Score -2942653 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19735 members 
Mstep: Class 2 contains 18113 members 
Entering Unmasked Estep 
Score: -2943174.500000 Penalty: 5228.501465
	Iteration 11Q: 3 clusters Score -2943174 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19988 members 
Mstep: Class 2 contains 17860 members 
Entering Unmasked Estep 
Score: -2943584.000000 Penalty: 5228.501465
	Iteration 12Q: 3 clusters Score -2943584 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20276 members 
Mstep: Class 2 contains 17572 members 
Entering Unmasked Estep 
Score: -2943885.500000 Penalty: 5228.501465
	Iteration 13Q: 3 clusters Score -2943886 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20651 members 
Mstep: Class 2 contains 17197 members 
Entering Unmasked Estep 
Score: -2944130.250000 Penalty: 5228.501465
	Iteration 14Q: 3 clusters Score -2944130 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21083 members 
Mstep: Class 2 contains 16765 members 
Entering Unmasked Estep 
Score: -2944360.500000 Penalty: 5228.501465
	Iteration 15Q: 3 clusters Score -2944360 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21521 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -2944580.000000 Penalty: 5228.501465
	Iteration 16Q: 3 clusters Score -2944580 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22024 members 
Mstep: Class 2 contains 15824 members 
Entering Unmasked Estep 
Score: -2944812.250000 Penalty: 5228.501465
	Iteration 17Q: 3 clusters Score -2944812 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22534 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -2945060.250000 Penalty: 5228.501465
	Iteration 18Q: 3 clusters Score -2945060 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23053 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -2945290.250000 Penalty: 5228.501465
	Iteration 19Q: 3 clusters Score -2945290 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23545 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -2945513.750000 Penalty: 5228.501465
	Iteration 20F: 3 clusters Score -2945514 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24051 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -2945743.000000 Penalty: 5228.501465
	Iteration 21Q: 3 clusters Score -2945743 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24546 members 
Mstep: Class 2 contains 13302 members 
Entering Unmasked Estep 
Score: -2945975.000000 Penalty: 5228.501465
	Iteration 22Q: 3 clusters Score -2945975 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25050 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -2946176.500000 Penalty: 5228.501465
	Iteration 23Q: 3 clusters Score -2946176 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25541 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -2946364.250000 Penalty: 5228.501465
	Iteration 24Q: 3 clusters Score -2946364 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26013 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -2946552.750000 Penalty: 5228.501465
	Iteration 25Q: 3 clusters Score -2946553 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26421 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -2946703.250000 Penalty: 5228.501465
	Iteration 26Q: 3 clusters Score -2946703 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26817 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -2946851.750000 Penalty: 5228.501465
	Iteration 27Q: 3 clusters Score -2946852 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27178 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -2946955.250000 Penalty: 5228.501465
	Iteration 28Q: 3 clusters Score -2946955 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27514 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -2947066.500000 Penalty: 5228.501465
	Iteration 29Q: 3 clusters Score -2947066 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27831 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -2947143.000000 Penalty: 5228.501465
	Iteration 30Q: 3 clusters Score -2947143 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28117 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -2947204.500000 Penalty: 5228.501465
	Iteration 31Q: 3 clusters Score -2947204 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28410 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -2947271.750000 Penalty: 5228.501465
	Iteration 32Q: 3 clusters Score -2947272 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28698 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -2947346.750000 Penalty: 5228.501465
	Iteration 33Q: 3 clusters Score -2947347 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28960 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -2947411.000000 Penalty: 5228.501465
	Iteration 34Q: 3 clusters Score -2947411 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29202 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -2947456.250000 Penalty: 5228.501465
	Iteration 35Q: 3 clusters Score -2947456 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29420 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -2947510.750000 Penalty: 5228.501465
	Iteration 36Q: 3 clusters Score -2947511 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29613 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -2947540.250000 Penalty: 5228.501465
	Iteration 37Q: 3 clusters Score -2947540 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29789 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -2947570.750000 Penalty: 5228.501465
	Iteration 38Q: 3 clusters Score -2947571 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29945 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -2947587.750000 Penalty: 5228.501465
	Iteration 39Q: 3 clusters Score -2947588 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30073 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -2947609.250000 Penalty: 5228.501465
	Iteration 40F: 3 clusters Score -2947609 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30183 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -2947612.750000 Penalty: 5228.501465
	Iteration 41Q: 3 clusters Score -2947613 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30295 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -2947648.750000 Penalty: 5228.501465
	Iteration 42Q: 3 clusters Score -2947649 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30403 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -2947670.250000 Penalty: 5228.501465
	Iteration 43Q: 3 clusters Score -2947670 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30511 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -2947677.750000 Penalty: 5228.501465
	Iteration 44Q: 3 clusters Score -2947678 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30618 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -2947699.000000 Penalty: 5228.501465
	Iteration 45Q: 3 clusters Score -2947699 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30719 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -2947700.750000 Penalty: 5228.501465
	Iteration 46Q: 3 clusters Score -2947701 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30832 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -2947714.500000 Penalty: 5228.501465
	Iteration 47Q: 3 clusters Score -2947714 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30947 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -2947738.000000 Penalty: 5228.501465
	Iteration 48Q: 3 clusters Score -2947738 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31054 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -2947761.500000 Penalty: 5228.501465
	Iteration 49Q: 3 clusters Score -2947762 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31155 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -2947785.500000 Penalty: 5228.501465
	Iteration 50Q: 3 clusters Score -2947786 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31238 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -2947799.500000 Penalty: 5228.501465
	Iteration 51Q: 3 clusters Score -2947800 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31320 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -2947800.000000 Penalty: 5228.501465
	Iteration 52Q: 3 clusters Score -2947800 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31402 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -2947815.000000 Penalty: 5228.501465
	Iteration 53Q: 3 clusters Score -2947815 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31473 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -2947822.000000 Penalty: 5228.501465
	Iteration 54Q: 3 clusters Score -2947822 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31540 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -2947836.750000 Penalty: 5228.501465
	Iteration 55Q: 3 clusters Score -2947837 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31609 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -2947844.750000 Penalty: 5228.501465
	Iteration 56Q: 3 clusters Score -2947845 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31675 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -2947849.500000 Penalty: 5228.501465
	Iteration 57Q: 3 clusters Score -2947850 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31748 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -2947872.750000 Penalty: 5228.501465
	Iteration 58Q: 3 clusters Score -2947873 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31836 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -2947872.750000 Penalty: 5228.501465
	Iteration 59Q: 3 clusters Score -2947873 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31924 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -2947890.750000 Penalty: 5228.501465
	Iteration 60F: 3 clusters Score -2947891 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32019 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -2947921.750000 Penalty: 5228.501465
	Iteration 61Q: 3 clusters Score -2947922 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32108 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -2947934.750000 Penalty: 5228.501465
	Iteration 62Q: 3 clusters Score -2947935 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32202 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -2947951.500000 Penalty: 5228.501465
	Iteration 63Q: 3 clusters Score -2947952 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32296 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -2947973.250000 Penalty: 5228.501465
	Iteration 64Q: 3 clusters Score -2947973 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32390 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -2947978.250000 Penalty: 5228.501465
	Iteration 65Q: 3 clusters Score -2947978 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32462 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -2947985.250000 Penalty: 5228.501465
	Iteration 66Q: 3 clusters Score -2947985 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32532 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -2947989.000000 Penalty: 5228.501465
	Iteration 67Q: 3 clusters Score -2947989 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32593 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -2947994.750000 Penalty: 5228.501465
	Iteration 68Q: 3 clusters Score -2947995 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32656 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -2948020.250000 Penalty: 5228.501465
	Iteration 69Q: 3 clusters Score -2948020 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32715 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -2948027.500000 Penalty: 5228.501465
	Iteration 70Q: 3 clusters Score -2948028 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32778 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -2948036.750000 Penalty: 5228.501465
	Iteration 71Q: 3 clusters Score -2948037 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32844 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -2948050.750000 Penalty: 5228.501465
	Iteration 72Q: 3 clusters Score -2948051 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32906 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -2948045.500000 Penalty: 5228.501465
	Iteration 73Q: 3 clusters Score -2948046 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32953 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -2948062.250000 Penalty: 5228.501465
	Iteration 74Q: 3 clusters Score -2948062 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33017 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -2948076.750000 Penalty: 5228.501465
	Iteration 75Q: 3 clusters Score -2948077 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33082 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -2948089.750000 Penalty: 5228.501465
	Iteration 76Q: 3 clusters Score -2948090 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33149 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -2948102.500000 Penalty: 5228.501465
	Iteration 77Q: 3 clusters Score -2948102 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33218 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -2948099.500000 Penalty: 5228.501465
	Iteration 78Q: 3 clusters Score -2948100 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33280 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -2948112.000000 Penalty: 5228.501465
	Iteration 79Q: 3 clusters Score -2948112 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33334 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -2948122.750000 Penalty: 5228.501465
	Iteration 80F: 3 clusters Score -2948123 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33384 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -2948135.000000 Penalty: 5228.501465
	Iteration 81Q: 3 clusters Score -2948135 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33421 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -2948130.250000 Penalty: 5228.501465
	Iteration 82Q: 3 clusters Score -2948130 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33465 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -2948141.250000 Penalty: 5228.501465
	Iteration 83Q: 3 clusters Score -2948141 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33509 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -2948152.000000 Penalty: 5228.501465
	Iteration 84Q: 3 clusters Score -2948152 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33556 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -2948159.250000 Penalty: 5228.501465
	Iteration 85Q: 3 clusters Score -2948159 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33597 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -2948168.250000 Penalty: 5228.501465
	Iteration 86Q: 3 clusters Score -2948168 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33650 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -2948182.250000 Penalty: 5228.501465
	Iteration 87Q: 3 clusters Score -2948182 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33709 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -2948197.750000 Penalty: 5228.501465
	Iteration 88Q: 3 clusters Score -2948198 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33774 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -2948211.750000 Penalty: 5228.501465
	Iteration 89Q: 3 clusters Score -2948212 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33849 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -2948232.750000 Penalty: 5228.501465
	Iteration 90Q: 3 clusters Score -2948233 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33917 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -2948250.750000 Penalty: 5228.501465
	Iteration 91Q: 3 clusters Score -2948251 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33974 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -2948257.000000 Penalty: 5228.501465
	Iteration 92Q: 3 clusters Score -2948257 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34020 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -2948264.000000 Penalty: 5228.501465
	Iteration 93Q: 3 clusters Score -2948264 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34059 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -2948266.250000 Penalty: 5228.501465
	Iteration 94Q: 3 clusters Score -2948266 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34099 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -2948275.250000 Penalty: 5228.501465
	Iteration 95Q: 3 clusters Score -2948275 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34129 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -2948278.250000 Penalty: 5228.501465
	Iteration 96Q: 3 clusters Score -2948278 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34156 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -2948283.000000 Penalty: 5228.501465
	Iteration 97Q: 3 clusters Score -2948283 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34188 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -2948291.250000 Penalty: 5228.501465
	Iteration 98Q: 3 clusters Score -2948291 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34227 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -2948296.000000 Penalty: 5228.501465
	Iteration 99Q: 3 clusters Score -2948296 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34261 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -2948303.250000 Penalty: 5228.501465
	Iteration 100F: 3 clusters Score -2948303 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34296 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -2948315.750000 Penalty: 5228.501465
	Iteration 101Q: 3 clusters Score -2948316 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34324 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -2948316.750000 Penalty: 5228.501465
	Iteration 102Q: 3 clusters Score -2948317 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34344 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -2948326.250000 Penalty: 5228.501465
	Iteration 103Q: 3 clusters Score -2948326 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34363 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -2948325.750000 Penalty: 5228.501465
	Iteration 104Q: 3 clusters Score -2948326 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34378 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -2948325.750000 Penalty: 5228.501465
	Iteration 105Q: 3 clusters Score -2948326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34382 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -2948325.000000 Penalty: 5228.501465
	Iteration 106Q: 3 clusters Score -2948325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34386 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -2948325.250000 Penalty: 5228.501465
	Iteration 107Q: 3 clusters Score -2948325 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34393 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -2948322.250000 Penalty: 5228.501465
	Iteration 108Q: 3 clusters Score -2948322 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34402 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -2948322.000000 Penalty: 5228.501465
	Iteration 109Q: 3 clusters Score -2948322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34412 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -2948323.500000 Penalty: 5228.501465
	Iteration 110Q: 3 clusters Score -2948324 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34422 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -2948323.000000 Penalty: 5228.501465
	Iteration 111Q: 3 clusters Score -2948323 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34437 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -2948329.500000 Penalty: 5228.501465
	Iteration 112Q: 3 clusters Score -2948330 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34455 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -2948328.000000 Penalty: 5228.501465
	Iteration 113Q: 3 clusters Score -2948328 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34476 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -2948327.500000 Penalty: 5228.501465
	Iteration 114Q: 3 clusters Score -2948328 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34488 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -2948325.250000 Penalty: 5228.501465
	Iteration 115Q: 3 clusters Score -2948325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34492 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -2948325.500000 Penalty: 5228.501465
	Iteration 116Q: 3 clusters Score -2948326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34494 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -2948330.000000 Penalty: 5228.501465
	Iteration 117Q: 3 clusters Score -2948330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34497 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -2948328.000000 Penalty: 5228.501465
	Iteration 118Q: 3 clusters Score -2948328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34497 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -2948328.000000 Penalty: 5228.501465
	Iteration 119F: 3 clusters Score -2948328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Entering Unmasked Estep 
Score: -272539.187500 Penalty: 2025.854980
	Iteration 0F: 2 clusters Score -272539.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -268977.812500 Penalty: 4051.709961
	Iteration 0F: 3 clusters Score -268977.8 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -269739.781250 Penalty: 4051.709961
	Iteration 1F: 3 clusters Score -269739.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -269901.875000 Penalty: 4051.709961
	Iteration 2F: 3 clusters Score -269901.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -269987.937500 Penalty: 4051.709961
	Iteration 3Q: 3 clusters Score -269987.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -270049.718750 Penalty: 4051.709961
	Iteration 4Q: 3 clusters Score -270049.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -270101.406250 Penalty: 4051.709961
	Iteration 5Q: 3 clusters Score -270101.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -270140.625000 Penalty: 4051.709961
	Iteration 6Q: 3 clusters Score -270140.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -270173.531250 Penalty: 4051.709961
	Iteration 7Q: 3 clusters Score -270173.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -270207.218750 Penalty: 4051.709961
	Iteration 8Q: 3 clusters Score -270207.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -270239.937500 Penalty: 4051.709961
	Iteration 9Q: 3 clusters Score -270239.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -270282.437500 Penalty: 4051.709961
	Iteration 10Q: 3 clusters Score -270282.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -270321.625000 Penalty: 4051.709961
	Iteration 11Q: 3 clusters Score -270321.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -270349.187500 Penalty: 4051.709961
	Iteration 12Q: 3 clusters Score -270349.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -270385.093750 Penalty: 4051.709961
	Iteration 13Q: 3 clusters Score -270385.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -270411.531250 Penalty: 4051.709961
	Iteration 14Q: 3 clusters Score -270411.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -270432.000000 Penalty: 4051.709961
	Iteration 15Q: 3 clusters Score -270432 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -270454.593750 Penalty: 4051.709961
	Iteration 16Q: 3 clusters Score -270454.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -270470.500000 Penalty: 4051.709961
	Iteration 17Q: 3 clusters Score -270470.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -270487.343750 Penalty: 4051.709961
	Iteration 18Q: 3 clusters Score -270487.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -270501.937500 Penalty: 4051.709961
	Iteration 19Q: 3 clusters Score -270501.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -270515.062500 Penalty: 4051.709961
	Iteration 20F: 3 clusters Score -270515.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -270526.468750 Penalty: 4051.709961
	Iteration 21Q: 3 clusters Score -270526.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -270540.406250 Penalty: 4051.709961
	Iteration 22Q: 3 clusters Score -270540.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -270546.937500 Penalty: 4051.709961
	Iteration 23Q: 3 clusters Score -270546.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -270553.906250 Penalty: 4051.709961
	Iteration 24Q: 3 clusters Score -270553.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -270567.375000 Penalty: 4051.709961
	Iteration 25Q: 3 clusters Score -270567.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -270580.343750 Penalty: 4051.709961
	Iteration 26Q: 3 clusters Score -270580.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -270588.281250 Penalty: 4051.709961
	Iteration 27Q: 3 clusters Score -270588.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -270596.093750 Penalty: 4051.709961
	Iteration 28Q: 3 clusters Score -270596.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -270602.531250 Penalty: 4051.709961
	Iteration 29Q: 3 clusters Score -270602.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -270609.156250 Penalty: 4051.709961
	Iteration 30Q: 3 clusters Score -270609.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -270616.343750 Penalty: 4051.709961
	Iteration 31Q: 3 clusters Score -270616.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -270621.906250 Penalty: 4051.709961
	Iteration 32Q: 3 clusters Score -270621.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -270626.281250 Penalty: 4051.709961
	Iteration 33Q: 3 clusters Score -270626.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -270630.250000 Penalty: 4051.709961
	Iteration 34Q: 3 clusters Score -270630.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -270633.812500 Penalty: 4051.709961
	Iteration 35Q: 3 clusters Score -270633.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -270635.625000 Penalty: 4051.709961
	Iteration 36Q: 3 clusters Score -270635.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -270637.031250 Penalty: 4051.709961
	Iteration 37Q: 3 clusters Score -270637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -270639.218750 Penalty: 4051.709961
	Iteration 38Q: 3 clusters Score -270639.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -270642.656250 Penalty: 4051.709961
	Iteration 39Q: 3 clusters Score -270642.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -270644.750000 Penalty: 4051.709961
	Iteration 40F: 3 clusters Score -270644.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -270644.843750 Penalty: 4051.709961
	Iteration 41Q: 3 clusters Score -270644.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -270645.062500 Penalty: 4051.709961
	Iteration 42Q: 3 clusters Score -270645.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -270645.062500 Penalty: 4051.709961
	Iteration 43F: 3 clusters Score -270645.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (17670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17670 members 
Entering Unmasked Estep 
Score: -1253057.625000 Penalty: 2425.346680
	Iteration 0F: 2 clusters Score -1253058 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1240491.125000 Penalty: 4850.693359
	Iteration 0F: 3 clusters Score -1240491 nChanged 7740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -1244825.875000 Penalty: 4850.693359
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	Iteration 86Q: 3 clusters Score -1250372 nChanged 56
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Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1250452.500000 Penalty: 4850.693359
	Iteration 94Q: 3 clusters Score -1250452 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1250466 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1250479 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1250492 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1250502 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1250526 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -1250539 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1250556 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1250573 nChanged 66
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Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1250586 nChanged 76
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1250605 nChanged 84
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1250622 nChanged 79
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Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1250646 nChanged 84
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Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1250672 nChanged 90
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Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1250691 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1250715 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1250747 nChanged 102
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Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1250774 nChanged 100
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Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1250798 nChanged 97
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1250822 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1250852 nChanged 93
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Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -1250880 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1250909 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1250942 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1250964 nChanged 83
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Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -1250990 nChanged 74
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Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -1251005 nChanged 76
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Mstep: Class 1 contains 15018 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1251032 nChanged 71
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Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -1251053 nChanged 71
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Mstep: Class 1 contains 15154 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -1251073 nChanged 63
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Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -1251093 nChanged 67
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Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -1251113 nChanged 48
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -1251121 nChanged 48
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Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -1251136 nChanged 42
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -1251147 nChanged 36
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Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -1251158 nChanged 35
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Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -1251162 nChanged 35
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Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -1251170 nChanged 33
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Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -1251174 nChanged 26
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Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -1251183 nChanged 30
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Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -1251190 nChanged 27
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Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -1251198 nChanged 23
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Mstep: Class 1 contains 15631 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -1251202 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -1251210 nChanged 31
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15686 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -1251220 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15708 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -1251229 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15741 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -1251234 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -1251246 nChanged 30
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -1251253 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15822 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -1251261 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -1251269 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -1251276 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -1251287 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -1251296 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -1251305 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -1251318 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16002 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -1251328 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -1251335 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16050 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1251350.250000 Penalty: 4850.693359
	Iteration 152Q: 3 clusters Score -1251350 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1251367.875000 Penalty: 4850.693359
	Iteration 153Q: 3 clusters Score -1251368 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16107 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -1251384 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16133 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1251397.750000 Penalty: 4850.693359
	Iteration 155Q: 3 clusters Score -1251398 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1251408.500000 Penalty: 4850.693359
	Iteration 156Q: 3 clusters Score -1251408 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1251411.500000 Penalty: 4850.693359
	Iteration 157Q: 3 clusters Score -1251412 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16200 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1251421.875000 Penalty: 4850.693359
	Iteration 158Q: 3 clusters Score -1251422 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -1251434 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -1251442 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16259 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -1251450 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16268 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -1251453 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -1251459 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16293 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -1251460 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16303 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1251461.250000 Penalty: 4850.693359
	Iteration 165Q: 3 clusters Score -1251461 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1251468.000000 Penalty: 4850.693359
	Iteration 166Q: 3 clusters Score -1251468 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16319 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1251470.250000 Penalty: 4850.693359
	Iteration 167Q: 3 clusters Score -1251470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16327 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1251476.000000 Penalty: 4850.693359
	Iteration 168Q: 3 clusters Score -1251476 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16333 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -1251476 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16333 members 
Mstep: Class 2 contains 1337 members 
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	Iteration 170Q: 3 clusters Score -1251481 nChanged 3
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16336 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -1251481 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 1330 members 
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	Iteration 172Q: 3 clusters Score -1251482 nChanged 3
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 1327 members 
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	Iteration 173Q: 3 clusters Score -1251484 nChanged 4
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Mstep: Class 1 contains 16347 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -1251485 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -1251488 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -1251490 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -1251492 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16364 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -1251496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16367 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -1251496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1251495.250000 Penalty: 4850.693359
	Iteration 180F: 3 clusters Score -1251495 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16379 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1251499.750000 Penalty: 4850.693359
	Iteration 181Q: 3 clusters Score -1251500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1251501.250000 Penalty: 4850.693359
	Iteration 182Q: 3 clusters Score -1251501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16387 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1251502.375000 Penalty: 4850.693359
	Iteration 183Q: 3 clusters Score -1251502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16389 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1251503.125000 Penalty: 4850.693359
	Iteration 184Q: 3 clusters Score -1251503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -1251503 nChanged 0
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Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
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	Iteration 186F: 3 clusters Score -1251503 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Entering Unmasked Estep 
Score: -712836.937500 Penalty: 2288.832275
	Iteration 0F: 2 clusters Score -712836.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -705076.687500 Penalty: 4577.664551
	Iteration 0F: 3 clusters Score -705076.7 nChanged 4252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -707457.312500 Penalty: 4577.664551
	Iteration 1F: 3 clusters Score -707457.3 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -707807.750000 Penalty: 4577.664551
	Iteration 2F: 3 clusters Score -707807.8 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -708107.187500 Penalty: 4577.664551
	Iteration 3F: 3 clusters Score -708107.2 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -708339.375000 Penalty: 4577.664551
	Iteration 4Q: 3 clusters Score -708339.4 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -708567.125000 Penalty: 4577.664551
	Iteration 5Q: 3 clusters Score -708567.1 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -708790.437500 Penalty: 4577.664551
	Iteration 6Q: 3 clusters Score -708790.4 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -709031.000000 Penalty: 4577.664551
	Iteration 7Q: 3 clusters Score -709031 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -709274.750000 Penalty: 4577.664551
	Iteration 8Q: 3 clusters Score -709274.8 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -709514.375000 Penalty: 4577.664551
	Iteration 9Q: 3 clusters Score -709514.4 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -709703.750000 Penalty: 4577.664551
	Iteration 10Q: 3 clusters Score -709703.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -709864.875000 Penalty: 4577.664551
	Iteration 11Q: 3 clusters Score -709864.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -709997.312500 Penalty: 4577.664551
	Iteration 12Q: 3 clusters Score -709997.3 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -710127.625000 Penalty: 4577.664551
	Iteration 13Q: 3 clusters Score -710127.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -710242.812500 Penalty: 4577.664551
	Iteration 14Q: 3 clusters Score -710242.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -710357.375000 Penalty: 4577.664551
	Iteration 15Q: 3 clusters Score -710357.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -710457.875000 Penalty: 4577.664551
	Iteration 16Q: 3 clusters Score -710457.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -710573.062500 Penalty: 4577.664551
	Iteration 17Q: 3 clusters Score -710573.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -710698.125000 Penalty: 4577.664551
	Iteration 18Q: 3 clusters Score -710698.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -710807.312500 Penalty: 4577.664551
	Iteration 19Q: 3 clusters Score -710807.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -710917.062500 Penalty: 4577.664551
	Iteration 20F: 3 clusters Score -710917.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -711041.125000 Penalty: 4577.664551
	Iteration 21Q: 3 clusters Score -711041.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -711174.875000 Penalty: 4577.664551
	Iteration 22Q: 3 clusters Score -711174.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -711295.375000 Penalty: 4577.664551
	Iteration 23Q: 3 clusters Score -711295.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -711415.812500 Penalty: 4577.664551
	Iteration 24Q: 3 clusters Score -711415.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -711514.562500 Penalty: 4577.664551
	Iteration 25Q: 3 clusters Score -711514.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -711592.437500 Penalty: 4577.664551
	Iteration 26Q: 3 clusters Score -711592.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -711674.562500 Penalty: 4577.664551
	Iteration 27Q: 3 clusters Score -711674.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -711750.000000 Penalty: 4577.664551
	Iteration 28Q: 3 clusters Score -711750 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -711821.062500 Penalty: 4577.664551
	Iteration 29Q: 3 clusters Score -711821.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -711887.687500 Penalty: 4577.664551
	Iteration 30Q: 3 clusters Score -711887.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -711976.562500 Penalty: 4577.664551
	Iteration 31Q: 3 clusters Score -711976.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -712040.000000 Penalty: 4577.664551
	Iteration 32Q: 3 clusters Score -712040 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -712094.062500 Penalty: 4577.664551
	Iteration 33Q: 3 clusters Score -712094.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -712129.437500 Penalty: 4577.664551
	Iteration 34Q: 3 clusters Score -712129.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -712156.000000 Penalty: 4577.664551
	Iteration 35Q: 3 clusters Score -712156 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -712180.437500 Penalty: 4577.664551
	Iteration 36Q: 3 clusters Score -712180.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -712195.187500 Penalty: 4577.664551
	Iteration 37Q: 3 clusters Score -712195.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -712205.125000 Penalty: 4577.664551
	Iteration 38Q: 3 clusters Score -712205.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -712210.375000 Penalty: 4577.664551
	Iteration 39Q: 3 clusters Score -712210.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -712215.937500 Penalty: 4577.664551
	Iteration 40F: 3 clusters Score -712215.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -712218.937500 Penalty: 4577.664551
	Iteration 41Q: 3 clusters Score -712218.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -712221.437500 Penalty: 4577.664551
	Iteration 42Q: 3 clusters Score -712221.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -712221.812500 Penalty: 4577.664551
	Iteration 43Q: 3 clusters Score -712221.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -712224.062500 Penalty: 4577.664551
	Iteration 44Q: 3 clusters Score -712224.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -712228.250000 Penalty: 4577.664551
	Iteration 45Q: 3 clusters Score -712228.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -712227.187500 Penalty: 4577.664551
	Iteration 46Q: 3 clusters Score -712227.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -712228.312500 Penalty: 4577.664551
	Iteration 47Q: 3 clusters Score -712228.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -712229.750000 Penalty: 4577.664551
	Iteration 48Q: 3 clusters Score -712229.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -712228.562500 Penalty: 4577.664551
	Iteration 49Q: 3 clusters Score -712228.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -712228.562500 Penalty: 4577.664551
	Iteration 50F: 3 clusters Score -712228.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Entering Unmasked Estep 
Score: -692470.250000 Penalty: 2251.954102
	Iteration 0F: 2 clusters Score -692470.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -685514.562500 Penalty: 4503.908203
	Iteration 0F: 3 clusters Score -685514.6 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -687560.375000 Penalty: 4503.908203
	Iteration 1F: 3 clusters Score -687560.4 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -687829.687500 Penalty: 4503.908203
	Iteration 2F: 3 clusters Score -687829.7 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -688033.437500 Penalty: 4503.908203
	Iteration 3Q: 3 clusters Score -688033.4 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -688197.625000 Penalty: 4503.908203
	Iteration 4Q: 3 clusters Score -688197.6 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -688351.437500 Penalty: 4503.908203
	Iteration 5Q: 3 clusters Score -688351.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -688525.375000 Penalty: 4503.908203
	Iteration 6Q: 3 clusters Score -688525.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -688715.562500 Penalty: 4503.908203
	Iteration 7Q: 3 clusters Score -688715.6 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -688941.187500 Penalty: 4503.908203
	Iteration 8Q: 3 clusters Score -688941.2 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -689218.250000 Penalty: 4503.908203
	Iteration 9Q: 3 clusters Score -689218.2 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -689488.812500 Penalty: 4503.908203
	Iteration 10Q: 3 clusters Score -689488.8 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -689774.250000 Penalty: 4503.908203
	Iteration 11Q: 3 clusters Score -689774.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -689994.000000 Penalty: 4503.908203
	Iteration 12Q: 3 clusters Score -689994 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -690140.125000 Penalty: 4503.908203
	Iteration 13Q: 3 clusters Score -690140.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -690258.125000 Penalty: 4503.908203
	Iteration 14Q: 3 clusters Score -690258.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -690336.375000 Penalty: 4503.908203
	Iteration 15Q: 3 clusters Score -690336.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -690391.125000 Penalty: 4503.908203
	Iteration 16Q: 3 clusters Score -690391.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -690426.687500 Penalty: 4503.908203
	Iteration 17Q: 3 clusters Score -690426.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -690459.062500 Penalty: 4503.908203
	Iteration 18Q: 3 clusters Score -690459.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -690476.250000 Penalty: 4503.908203
	Iteration 19Q: 3 clusters Score -690476.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -690488.500000 Penalty: 4503.908203
	Iteration 20F: 3 clusters Score -690488.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -690496.062500 Penalty: 4503.908203
	Iteration 21Q: 3 clusters Score -690496.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -690503.312500 Penalty: 4503.908203
	Iteration 22Q: 3 clusters Score -690503.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -690510.062500 Penalty: 4503.908203
	Iteration 23Q: 3 clusters Score -690510.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -690515.875000 Penalty: 4503.908203
	Iteration 24Q: 3 clusters Score -690515.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -690524.250000 Penalty: 4503.908203
	Iteration 25Q: 3 clusters Score -690524.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -690532.625000 Penalty: 4503.908203
	Iteration 26Q: 3 clusters Score -690532.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -690538.000000 Penalty: 4503.908203
	Iteration 27Q: 3 clusters Score -690538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -690542.937500 Penalty: 4503.908203
	Iteration 28Q: 3 clusters Score -690542.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -690547.437500 Penalty: 4503.908203
	Iteration 29Q: 3 clusters Score -690547.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -690548.312500 Penalty: 4503.908203
	Iteration 30Q: 3 clusters Score -690548.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -690552.187500 Penalty: 4503.908203
	Iteration 31Q: 3 clusters Score -690552.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -690554.500000 Penalty: 4503.908203
	Iteration 32Q: 3 clusters Score -690554.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -690558.875000 Penalty: 4503.908203
	Iteration 33Q: 3 clusters Score -690558.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -690558.812500 Penalty: 4503.908203
	Iteration 34Q: 3 clusters Score -690558.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -690559.875000 Penalty: 4503.908203
	Iteration 35Q: 3 clusters Score -690559.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -690562.312500 Penalty: 4503.908203
	Iteration 36Q: 3 clusters Score -690562.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -690564.250000 Penalty: 4503.908203
	Iteration 37Q: 3 clusters Score -690564.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -690564.437500 Penalty: 4503.908203
	Iteration 38Q: 3 clusters Score -690564.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -690566.312500 Penalty: 4503.908203
	Iteration 39Q: 3 clusters Score -690566.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -690566.312500 Penalty: 4503.908203
	Iteration 40F: 3 clusters Score -690566.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Entering Unmasked Estep 
Score: -418650.937500 Penalty: 2127.695312
	Iteration 0F: 2 clusters Score -418650.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -413993.593750 Penalty: 4255.390625
	Iteration 0F: 3 clusters Score -413993.6 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -415153.906250 Penalty: 4255.390625
	Iteration 1F: 3 clusters Score -415153.9 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -415350.218750 Penalty: 4255.390625
	Iteration 2F: 3 clusters Score -415350.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -415457.125000 Penalty: 4255.390625
	Iteration 3Q: 3 clusters Score -415457.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -415528.250000 Penalty: 4255.390625
	Iteration 4Q: 3 clusters Score -415528.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -415576.562500 Penalty: 4255.390625
	Iteration 5Q: 3 clusters Score -415576.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -415611.750000 Penalty: 4255.390625
	Iteration 6Q: 3 clusters Score -415611.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -415646.687500 Penalty: 4255.390625
	Iteration 7Q: 3 clusters Score -415646.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -415676.343750 Penalty: 4255.390625
	Iteration 8Q: 3 clusters Score -415676.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -415700.281250 Penalty: 4255.390625
	Iteration 9Q: 3 clusters Score -415700.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -415734.125000 Penalty: 4255.390625
	Iteration 10Q: 3 clusters Score -415734.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -415764.000000 Penalty: 4255.390625
	Iteration 11Q: 3 clusters Score -415764 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -415794.375000 Penalty: 4255.390625
	Iteration 12Q: 3 clusters Score -415794.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -415819.875000 Penalty: 4255.390625
	Iteration 13Q: 3 clusters Score -415819.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -415844.687500 Penalty: 4255.390625
	Iteration 14Q: 3 clusters Score -415844.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -415860.187500 Penalty: 4255.390625
	Iteration 15Q: 3 clusters Score -415860.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -415877.375000 Penalty: 4255.390625
	Iteration 16Q: 3 clusters Score -415877.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -415896.156250 Penalty: 4255.390625
	Iteration 17Q: 3 clusters Score -415896.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -415917.125000 Penalty: 4255.390625
	Iteration 18Q: 3 clusters Score -415917.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -415941.343750 Penalty: 4255.390625
	Iteration 19Q: 3 clusters Score -415941.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -415961.906250 Penalty: 4255.390625
	Iteration 20F: 3 clusters Score -415961.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -415980.687500 Penalty: 4255.390625
	Iteration 21Q: 3 clusters Score -415980.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -416000.343750 Penalty: 4255.390625
	Iteration 22Q: 3 clusters Score -416000.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -416014.218750 Penalty: 4255.390625
	Iteration 23Q: 3 clusters Score -416014.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -416031.812500 Penalty: 4255.390625
	Iteration 24Q: 3 clusters Score -416031.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -416050.062500 Penalty: 4255.390625
	Iteration 25Q: 3 clusters Score -416050.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -416069.062500 Penalty: 4255.390625
	Iteration 26Q: 3 clusters Score -416069.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -416088.625000 Penalty: 4255.390625
	Iteration 27Q: 3 clusters Score -416088.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -416113.531250 Penalty: 4255.390625
	Iteration 28Q: 3 clusters Score -416113.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -416133.343750 Penalty: 4255.390625
	Iteration 29Q: 3 clusters Score -416133.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -416153.750000 Penalty: 4255.390625
	Iteration 30Q: 3 clusters Score -416153.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -416173.937500 Penalty: 4255.390625
	Iteration 31Q: 3 clusters Score -416173.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -416195.281250 Penalty: 4255.390625
	Iteration 32Q: 3 clusters Score -416195.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -416214.531250 Penalty: 4255.390625
	Iteration 33Q: 3 clusters Score -416214.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -416230.781250 Penalty: 4255.390625
	Iteration 34Q: 3 clusters Score -416230.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -416253.187500 Penalty: 4255.390625
	Iteration 35Q: 3 clusters Score -416253.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -416279.156250 Penalty: 4255.390625
	Iteration 36Q: 3 clusters Score -416279.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -416302.968750 Penalty: 4255.390625
	Iteration 37Q: 3 clusters Score -416303 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -416326.656250 Penalty: 4255.390625
	Iteration 38Q: 3 clusters Score -416326.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -416346.906250 Penalty: 4255.390625
	Iteration 39Q: 3 clusters Score -416346.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -416367.187500 Penalty: 4255.390625
	Iteration 40F: 3 clusters Score -416367.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -416385.937500 Penalty: 4255.390625
	Iteration 41Q: 3 clusters Score -416385.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -416402.781250 Penalty: 4255.390625
	Iteration 42Q: 3 clusters Score -416402.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -416420.218750 Penalty: 4255.390625
	Iteration 43Q: 3 clusters Score -416420.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -416439.218750 Penalty: 4255.390625
	Iteration 44Q: 3 clusters Score -416439.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -416455.343750 Penalty: 4255.390625
	Iteration 45Q: 3 clusters Score -416455.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -416465.437500 Penalty: 4255.390625
	Iteration 46Q: 3 clusters Score -416465.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -416480.687500 Penalty: 4255.390625
	Iteration 47Q: 3 clusters Score -416480.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -416492.906250 Penalty: 4255.390625
	Iteration 48Q: 3 clusters Score -416492.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -416501.000000 Penalty: 4255.390625
	Iteration 49Q: 3 clusters Score -416501 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -416514.843750 Penalty: 4255.390625
	Iteration 50Q: 3 clusters Score -416514.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -416526.281250 Penalty: 4255.390625
	Iteration 51Q: 3 clusters Score -416526.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -416537.156250 Penalty: 4255.390625
	Iteration 52Q: 3 clusters Score -416537.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -416549.375000 Penalty: 4255.390625
	Iteration 53Q: 3 clusters Score -416549.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -416559.593750 Penalty: 4255.390625
	Iteration 54Q: 3 clusters Score -416559.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -416575.093750 Penalty: 4255.390625
	Iteration 55Q: 3 clusters Score -416575.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -416598.031250 Penalty: 4255.390625
	Iteration 56Q: 3 clusters Score -416598 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -416616.718750 Penalty: 4255.390625
	Iteration 57Q: 3 clusters Score -416616.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -416626.812500 Penalty: 4255.390625
	Iteration 58Q: 3 clusters Score -416626.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -416632.062500 Penalty: 4255.390625
	Iteration 59Q: 3 clusters Score -416632.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -416638.468750 Penalty: 4255.390625
	Iteration 60F: 3 clusters Score -416638.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -416648.406250 Penalty: 4255.390625
	Iteration 61Q: 3 clusters Score -416648.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -416652.718750 Penalty: 4255.390625
	Iteration 62Q: 3 clusters Score -416652.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -416655.812500 Penalty: 4255.390625
	Iteration 63Q: 3 clusters Score -416655.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -416657.906250 Penalty: 4255.390625
	Iteration 64Q: 3 clusters Score -416657.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -416659.437500 Penalty: 4255.390625
	Iteration 65Q: 3 clusters Score -416659.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -416660.687500 Penalty: 4255.390625
	Iteration 66Q: 3 clusters Score -416660.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -416662.625000 Penalty: 4255.390625
	Iteration 67Q: 3 clusters Score -416662.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -416665.187500 Penalty: 4255.390625
	Iteration 68Q: 3 clusters Score -416665.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -416665.281250 Penalty: 4255.390625
	Iteration 69Q: 3 clusters Score -416665.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -416665.281250 Penalty: 4255.390625
	Iteration 70F: 3 clusters Score -416665.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (29731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29731 members 
Entering Unmasked Estep 
Score: -2288402.250000 Penalty: 2554.386475
	Iteration 0F: 2 clusters Score -2288402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14908 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -2267966.500000 Penalty: 5108.772949
	Iteration 0F: 3 clusters Score -2267966 nChanged 13461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -2275312.500000 Penalty: 5108.772949
	Iteration 1F: 3 clusters Score -2275312 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -2276134.500000 Penalty: 5108.772949
	Iteration 2F: 3 clusters Score -2276134 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -2277181.500000 Penalty: 5108.772949
	Iteration 3F: 3 clusters Score -2277182 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15910 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -2278472.000000 Penalty: 5108.772949
	Iteration 4F: 3 clusters Score -2278472 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16784 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -2279863.500000 Penalty: 5108.772949
	Iteration 5F: 3 clusters Score -2279864 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17910 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -2281356.500000 Penalty: 5108.772949
	Iteration 6F: 3 clusters Score -2281356 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19160 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -2282831.000000 Penalty: 5108.772949
	Iteration 7F: 3 clusters Score -2282831 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20304 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -2284214.000000 Penalty: 5108.772949
	Iteration 8F: 3 clusters Score -2284214 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21274 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -2285355.000000 Penalty: 5108.772949
	Iteration 9Q: 3 clusters Score -2285355 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21997 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -2286027.250000 Penalty: 5108.772949
	Iteration 10Q: 3 clusters Score -2286027 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22540 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -2286391.000000 Penalty: 5108.772949
	Iteration 11Q: 3 clusters Score -2286391 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22978 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -2286588.000000 Penalty: 5108.772949
	Iteration 12Q: 3 clusters Score -2286588 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23317 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -2286707.500000 Penalty: 5108.772949
	Iteration 13Q: 3 clusters Score -2286708 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -2286813.250000 Penalty: 5108.772949
	Iteration 14Q: 3 clusters Score -2286813 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23876 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -2286901.250000 Penalty: 5108.772949
	Iteration 15Q: 3 clusters Score -2286901 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24105 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -2286978.500000 Penalty: 5108.772949
	Iteration 16Q: 3 clusters Score -2286978 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24313 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -2287042.500000 Penalty: 5108.772949
	Iteration 17Q: 3 clusters Score -2287042 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24496 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -2287084.750000 Penalty: 5108.772949
	Iteration 18Q: 3 clusters Score -2287085 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24648 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -2287136.000000 Penalty: 5108.772949
	Iteration 19Q: 3 clusters Score -2287136 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24791 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -2287171.750000 Penalty: 5108.772949
	Iteration 20F: 3 clusters Score -2287172 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24919 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -2287209.250000 Penalty: 5108.772949
	Iteration 21Q: 3 clusters Score -2287209 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25035 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -2287242.750000 Penalty: 5108.772949
	Iteration 22Q: 3 clusters Score -2287243 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25134 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -2287259.250000 Penalty: 5108.772949
	Iteration 23Q: 3 clusters Score -2287259 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25223 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -2287270.000000 Penalty: 5108.772949
	Iteration 24Q: 3 clusters Score -2287270 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25287 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -2287280.750000 Penalty: 5108.772949
	Iteration 25Q: 3 clusters Score -2287281 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25341 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -2287295.250000 Penalty: 5108.772949
	Iteration 26Q: 3 clusters Score -2287295 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25381 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -2287304.750000 Penalty: 5108.772949
	Iteration 27Q: 3 clusters Score -2287305 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25421 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -2287308.500000 Penalty: 5108.772949
	Iteration 28Q: 3 clusters Score -2287308 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25453 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -2287316.250000 Penalty: 5108.772949
	Iteration 29Q: 3 clusters Score -2287316 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25474 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -2287316.500000 Penalty: 5108.772949
	Iteration 30Q: 3 clusters Score -2287316 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25497 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -2287320.500000 Penalty: 5108.772949
	Iteration 31Q: 3 clusters Score -2287320 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25522 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -2287320.750000 Penalty: 5108.772949
	Iteration 32Q: 3 clusters Score -2287321 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25543 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -2287327.250000 Penalty: 5108.772949
	Iteration 33Q: 3 clusters Score -2287327 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25557 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -2287324.000000 Penalty: 5108.772949
	Iteration 34Q: 3 clusters Score -2287324 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25569 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -2287329.250000 Penalty: 5108.772949
	Iteration 35Q: 3 clusters Score -2287329 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25582 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -2287331.500000 Penalty: 5108.772949
	Iteration 36Q: 3 clusters Score -2287332 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25597 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -2287334.500000 Penalty: 5108.772949
	Iteration 37Q: 3 clusters Score -2287334 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25606 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -2287333.250000 Penalty: 5108.772949
	Iteration 38Q: 3 clusters Score -2287333 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25614 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -2287330.750000 Penalty: 5108.772949
	Iteration 39Q: 3 clusters Score -2287331 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25632 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -2287337.750000 Penalty: 5108.772949
	Iteration 40F: 3 clusters Score -2287338 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25648 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -2287344.500000 Penalty: 5108.772949
	Iteration 41Q: 3 clusters Score -2287344 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25664 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -2287342.250000 Penalty: 5108.772949
	Iteration 42Q: 3 clusters Score -2287342 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25679 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -2287340.750000 Penalty: 5108.772949
	Iteration 43Q: 3 clusters Score -2287341 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25686 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -2287343.250000 Penalty: 5108.772949
	Iteration 44Q: 3 clusters Score -2287343 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25692 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -2287344.750000 Penalty: 5108.772949
	Iteration 45Q: 3 clusters Score -2287345 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25703 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -2287344.250000 Penalty: 5108.772949
	Iteration 46Q: 3 clusters Score -2287344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25710 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -2287343.000000 Penalty: 5108.772949
	Iteration 47Q: 3 clusters Score -2287343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25714 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -2287343.750000 Penalty: 5108.772949
	Iteration 48Q: 3 clusters Score -2287344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25719 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -2287344.250000 Penalty: 5108.772949
	Iteration 49Q: 3 clusters Score -2287344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25721 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -2287347.500000 Penalty: 5108.772949
	Iteration 50Q: 3 clusters Score -2287348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25722 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -2287344.500000 Penalty: 5108.772949
	Iteration 51Q: 3 clusters Score -2287344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25724 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -2287348.000000 Penalty: 5108.772949
	Iteration 52Q: 3 clusters Score -2287348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25727 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -2287347.250000 Penalty: 5108.772949
	Iteration 53Q: 3 clusters Score -2287347 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25734 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -2287353.750000 Penalty: 5108.772949
	Iteration 54Q: 3 clusters Score -2287354 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25743 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -2287350.250000 Penalty: 5108.772949
	Iteration 55Q: 3 clusters Score -2287350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25748 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -2287353.750000 Penalty: 5108.772949
	Iteration 56Q: 3 clusters Score -2287354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25751 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -2287355.750000 Penalty: 5108.772949
	Iteration 57Q: 3 clusters Score -2287356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25756 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -2287353.750000 Penalty: 5108.772949
	Iteration 58Q: 3 clusters Score -2287354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25762 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -2287353.250000 Penalty: 5108.772949
	Iteration 59Q: 3 clusters Score -2287353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25765 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -2287355.750000 Penalty: 5108.772949
	Iteration 60F: 3 clusters Score -2287356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25767 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -2287353.000000 Penalty: 5108.772949
	Iteration 61Q: 3 clusters Score -2287353 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25771 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -2287354.000000 Penalty: 5108.772949
	Iteration 62Q: 3 clusters Score -2287354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25777 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -2287355.250000 Penalty: 5108.772949
	Iteration 63Q: 3 clusters Score -2287355 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25781 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -2287358.750000 Penalty: 5108.772949
	Iteration 64Q: 3 clusters Score -2287359 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25785 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -2287359.750000 Penalty: 5108.772949
	Iteration 65Q: 3 clusters Score -2287360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25788 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -2287362.250000 Penalty: 5108.772949
	Iteration 66Q: 3 clusters Score -2287362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25791 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -2287359.000000 Penalty: 5108.772949
	Iteration 67Q: 3 clusters Score -2287359 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25791 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -2287359.000000 Penalty: 5108.772949
	Iteration 68F: 3 clusters Score -2287359 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (24740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24740 members 
Entering Unmasked Estep 
Score: -1948190.875000 Penalty: 2508.811768
	Iteration 0F: 2 clusters Score -1948191 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -1931034.375000 Penalty: 5017.623535
	Iteration 0F: 3 clusters Score -1931034 nChanged 11058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -1937202.875000 Penalty: 5017.623535
	Iteration 1F: 3 clusters Score -1937203 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -1938018.875000 Penalty: 5017.623535
	Iteration 2F: 3 clusters Score -1938019 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -1938750.500000 Penalty: 5017.623535
	Iteration 3F: 3 clusters Score -1938750 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -1939359.000000 Penalty: 5017.623535
	Iteration 4F: 3 clusters Score -1939359 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -1939934.750000 Penalty: 5017.623535
	Iteration 5F: 3 clusters Score -1939935 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -1940505.875000 Penalty: 5017.623535
	Iteration 6Q: 3 clusters Score -1940506 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -1941127.875000 Penalty: 5017.623535
	Iteration 7Q: 3 clusters Score -1941128 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -1941766.750000 Penalty: 5017.623535
	Iteration 8Q: 3 clusters Score -1941767 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15459 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -1942386.000000 Penalty: 5017.623535
	Iteration 9Q: 3 clusters Score -1942386 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1942988.250000 Penalty: 5017.623535
	Iteration 10Q: 3 clusters Score -1942988 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16913 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1943552.750000 Penalty: 5017.623535
	Iteration 11Q: 3 clusters Score -1943553 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17584 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1944021.125000 Penalty: 5017.623535
	Iteration 12Q: 3 clusters Score -1944021 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18198 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1944437.750000 Penalty: 5017.623535
	Iteration 13Q: 3 clusters Score -1944438 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18751 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1944746.250000 Penalty: 5017.623535
	Iteration 14Q: 3 clusters Score -1944746 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19266 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1945043.500000 Penalty: 5017.623535
	Iteration 15Q: 3 clusters Score -1945044 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19796 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1945338.750000 Penalty: 5017.623535
	Iteration 16Q: 3 clusters Score -1945339 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20293 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1945621.125000 Penalty: 5017.623535
	Iteration 17Q: 3 clusters Score -1945621 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20790 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1945925.000000 Penalty: 5017.623535
	Iteration 18Q: 3 clusters Score -1945925 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21266 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1946220.250000 Penalty: 5017.623535
	Iteration 19Q: 3 clusters Score -1946220 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21689 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1946482.750000 Penalty: 5017.623535
	Iteration 20F: 3 clusters Score -1946483 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22049 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1946699.375000 Penalty: 5017.623535
	Iteration 21Q: 3 clusters Score -1946699 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22344 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1946881.625000 Penalty: 5017.623535
	Iteration 22Q: 3 clusters Score -1946882 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22581 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1947006.750000 Penalty: 5017.623535
	Iteration 23Q: 3 clusters Score -1947007 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22773 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1947107.375000 Penalty: 5017.623535
	Iteration 24Q: 3 clusters Score -1947107 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22923 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1947194.000000 Penalty: 5017.623535
	Iteration 25Q: 3 clusters Score -1947194 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23054 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1947296.125000 Penalty: 5017.623535
	Iteration 26Q: 3 clusters Score -1947296 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23176 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1947402.500000 Penalty: 5017.623535
	Iteration 27Q: 3 clusters Score -1947402 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23289 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1947521.375000 Penalty: 5017.623535
	Iteration 28Q: 3 clusters Score -1947521 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23379 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1947659.250000 Penalty: 5017.623535
	Iteration 29Q: 3 clusters Score -1947659 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23448 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1947773.375000 Penalty: 5017.623535
	Iteration 30Q: 3 clusters Score -1947773 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23501 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1947827.750000 Penalty: 5017.623535
	Iteration 31Q: 3 clusters Score -1947828 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23531 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1947856.000000 Penalty: 5017.623535
	Iteration 32Q: 3 clusters Score -1947856 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23547 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1947871.750000 Penalty: 5017.623535
	Iteration 33Q: 3 clusters Score -1947872 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23556 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1947875.000000 Penalty: 5017.623535
	Iteration 34Q: 3 clusters Score -1947875 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23564 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1947878.750000 Penalty: 5017.623535
	Iteration 35Q: 3 clusters Score -1947879 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23569 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1947884.250000 Penalty: 5017.623535
	Iteration 36Q: 3 clusters Score -1947884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23574 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1947883.375000 Penalty: 5017.623535
	Iteration 37Q: 3 clusters Score -1947883 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23577 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1947880.750000 Penalty: 5017.623535
	Iteration 38Q: 3 clusters Score -1947881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23577 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1947881.125000 Penalty: 5017.623535
	Iteration 39Q: 3 clusters Score -1947881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23579 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1947882.250000 Penalty: 5017.623535
	Iteration 40F: 3 clusters Score -1947882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23582 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1947881.875000 Penalty: 5017.623535
	Iteration 41Q: 3 clusters Score -1947882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23583 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1947882.625000 Penalty: 5017.623535
	Iteration 42Q: 3 clusters Score -1947883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23584 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1947884.500000 Penalty: 5017.623535
	Iteration 43Q: 3 clusters Score -1947884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23584 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1947884.500000 Penalty: 5017.623535
	Iteration 44F: 3 clusters Score -1947884 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (15968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Entering Unmasked Estep 
Score: -1316331.625000 Penalty: 2400.228760
	Iteration 0F: 2 clusters Score -1316332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -1304933.875000 Penalty: 4800.457520
	Iteration 0F: 3 clusters Score -1304934 nChanged 6896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -1308614.625000 Penalty: 4800.457520
	Iteration 1F: 3 clusters Score -1308615 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1309241.125000 Penalty: 4800.457520
	Iteration 2F: 3 clusters Score -1309241 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1309934.250000 Penalty: 4800.457520
	Iteration 3F: 3 clusters Score -1309934 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1310607.625000 Penalty: 4800.457520
	Iteration 4F: 3 clusters Score -1310608 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1311280.875000 Penalty: 4800.457520
	Iteration 5F: 3 clusters Score -1311281 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1311970.500000 Penalty: 4800.457520
	Iteration 6F: 3 clusters Score -1311970 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1312630.625000 Penalty: 4800.457520
	Iteration 7F: 3 clusters Score -1312631 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1313151.625000 Penalty: 4800.457520
	Iteration 8F: 3 clusters Score -1313152 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1313482.375000 Penalty: 4800.457520
	Iteration 9Q: 3 clusters Score -1313482 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1313693.625000 Penalty: 4800.457520
	Iteration 10Q: 3 clusters Score -1313694 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1313845.000000 Penalty: 4800.457520
	Iteration 11Q: 3 clusters Score -1313845 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1313938.750000 Penalty: 4800.457520
	Iteration 12Q: 3 clusters Score -1313939 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1314016.625000 Penalty: 4800.457520
	Iteration 13Q: 3 clusters Score -1314017 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1314071.500000 Penalty: 4800.457520
	Iteration 14Q: 3 clusters Score -1314072 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1314113.375000 Penalty: 4800.457520
	Iteration 15Q: 3 clusters Score -1314113 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1314146.000000 Penalty: 4800.457520
	Iteration 16Q: 3 clusters Score -1314146 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1314176.500000 Penalty: 4800.457520
	Iteration 17Q: 3 clusters Score -1314176 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -1314198.750000 Penalty: 4800.457520
	Iteration 18Q: 3 clusters Score -1314199 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1314217.250000 Penalty: 4800.457520
	Iteration 19Q: 3 clusters Score -1314217 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1314240.375000 Penalty: 4800.457520
	Iteration 20F: 3 clusters Score -1314240 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1314272.625000 Penalty: 4800.457520
	Iteration 21Q: 3 clusters Score -1314273 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1314293.375000 Penalty: 4800.457520
	Iteration 22Q: 3 clusters Score -1314293 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1314312.000000 Penalty: 4800.457520
	Iteration 23Q: 3 clusters Score -1314312 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -1314338.500000 Penalty: 4800.457520
	Iteration 24Q: 3 clusters Score -1314338 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1314365.875000 Penalty: 4800.457520
	Iteration 25Q: 3 clusters Score -1314366 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -1314395.125000 Penalty: 4800.457520
	Iteration 26Q: 3 clusters Score -1314395 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1314423.750000 Penalty: 4800.457520
	Iteration 27Q: 3 clusters Score -1314424 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1314456.000000 Penalty: 4800.457520
	Iteration 28Q: 3 clusters Score -1314456 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1314480.625000 Penalty: 4800.457520
	Iteration 29Q: 3 clusters Score -1314481 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1314505.125000 Penalty: 4800.457520
	Iteration 30Q: 3 clusters Score -1314505 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1314528.500000 Penalty: 4800.457520
	Iteration 31Q: 3 clusters Score -1314528 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1314556.500000 Penalty: 4800.457520
	Iteration 32Q: 3 clusters Score -1314556 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13899 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1314569.500000 Penalty: 4800.457520
	Iteration 33Q: 3 clusters Score -1314570 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1314588.875000 Penalty: 4800.457520
	Iteration 34Q: 3 clusters Score -1314589 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1314602.500000 Penalty: 4800.457520
	Iteration 35Q: 3 clusters Score -1314602 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1314611.375000 Penalty: 4800.457520
	Iteration 36Q: 3 clusters Score -1314611 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1314630.625000 Penalty: 4800.457520
	Iteration 37Q: 3 clusters Score -1314631 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1314649.750000 Penalty: 4800.457520
	Iteration 38Q: 3 clusters Score -1314650 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1314668.125000 Penalty: 4800.457520
	Iteration 39Q: 3 clusters Score -1314668 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1314690.125000 Penalty: 4800.457520
	Iteration 40F: 3 clusters Score -1314690 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1314714.500000 Penalty: 4800.457520
	Iteration 41Q: 3 clusters Score -1314714 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1314734.250000 Penalty: 4800.457520
	Iteration 42Q: 3 clusters Score -1314734 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1314751.875000 Penalty: 4800.457520
	Iteration 43Q: 3 clusters Score -1314752 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1314771.375000 Penalty: 4800.457520
	Iteration 44Q: 3 clusters Score -1314771 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1314779.250000 Penalty: 4800.457520
	Iteration 45Q: 3 clusters Score -1314779 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1314787.500000 Penalty: 4800.457520
	Iteration 46Q: 3 clusters Score -1314788 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1314799.375000 Penalty: 4800.457520
	Iteration 47Q: 3 clusters Score -1314799 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1314816.750000 Penalty: 4800.457520
	Iteration 48Q: 3 clusters Score -1314817 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1314828.875000 Penalty: 4800.457520
	Iteration 49Q: 3 clusters Score -1314829 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1314841.250000 Penalty: 4800.457520
	Iteration 50Q: 3 clusters Score -1314841 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1314855.375000 Penalty: 4800.457520
	Iteration 51Q: 3 clusters Score -1314855 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1314866.750000 Penalty: 4800.457520
	Iteration 52Q: 3 clusters Score -1314867 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1314871.750000 Penalty: 4800.457520
	Iteration 53Q: 3 clusters Score -1314872 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1314879.750000 Penalty: 4800.457520
	Iteration 54Q: 3 clusters Score -1314880 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1314888.875000 Penalty: 4800.457520
	Iteration 55Q: 3 clusters Score -1314889 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1314898.750000 Penalty: 4800.457520
	Iteration 56Q: 3 clusters Score -1314899 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1314910.125000 Penalty: 4800.457520
	Iteration 57Q: 3 clusters Score -1314910 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1314919.250000 Penalty: 4800.457520
	Iteration 58Q: 3 clusters Score -1314919 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1314924.875000 Penalty: 4800.457520
	Iteration 59Q: 3 clusters Score -1314925 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1314930.625000 Penalty: 4800.457520
	Iteration 60F: 3 clusters Score -1314931 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1314937.125000 Penalty: 4800.457520
	Iteration 61Q: 3 clusters Score -1314937 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1314941.250000 Penalty: 4800.457520
	Iteration 62Q: 3 clusters Score -1314941 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1314945.375000 Penalty: 4800.457520
	Iteration 63Q: 3 clusters Score -1314945 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14908 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1314944.875000 Penalty: 4800.457520
	Iteration 64Q: 3 clusters Score -1314945 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1314950.125000 Penalty: 4800.457520
	Iteration 65Q: 3 clusters Score -1314950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1314955.000000 Penalty: 4800.457520
	Iteration 66Q: 3 clusters Score -1314955 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1314957.875000 Penalty: 4800.457520
	Iteration 67Q: 3 clusters Score -1314958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1314958.750000 Penalty: 4800.457520
	Iteration 68Q: 3 clusters Score -1314959 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1314958.000000 Penalty: 4800.457520
	Iteration 69Q: 3 clusters Score -1314958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1314959.250000 Penalty: 4800.457520
	Iteration 70Q: 3 clusters Score -1314959 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1314964.625000 Penalty: 4800.457520
	Iteration 71Q: 3 clusters Score -1314965 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1314963.000000 Penalty: 4800.457520
	Iteration 72Q: 3 clusters Score -1314963 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1314964.125000 Penalty: 4800.457520
	Iteration 73Q: 3 clusters Score -1314964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1314964.500000 Penalty: 4800.457520
	Iteration 74Q: 3 clusters Score -1314964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1314964.500000 Penalty: 4800.457520
	Iteration 75F: 3 clusters Score -1314964 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (128403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128403 members 
Entering Unmasked Estep 
Score: -10252306.000000 Penalty: 2917.206299
	Iteration 0F: 2 clusters Score -1.025231e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64193 members 
Mstep: Class 2 contains 64210 members 
Entering Unmasked Estep 
Score: -10166076.000000 Penalty: 5834.412598
	Iteration 0F: 3 clusters Score -1.016608e+07 nChanged 61257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64316 members 
Mstep: Class 2 contains 64087 members 
Entering Unmasked Estep 
Score: -10201193.000000 Penalty: 5834.412598
	Iteration 1F: 3 clusters Score -1.020119e+07 nChanged 3861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64361 members 
Mstep: Class 2 contains 64042 members 
Entering Unmasked Estep 
Score: -10202027.000000 Penalty: 5834.412598
	Iteration 2Q: 3 clusters Score -1.020203e+07 nChanged 3914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64545 members 
Mstep: Class 2 contains 63858 members 
Entering Unmasked Estep 
Score: -10203196.000000 Penalty: 5834.412598
	Iteration 3Q: 3 clusters Score -1.02032e+07 nChanged 4281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64884 members 
Mstep: Class 2 contains 63519 members 
Entering Unmasked Estep 
Score: -10204546.000000 Penalty: 5834.412598
	Iteration 4Q: 3 clusters Score -1.020455e+07 nChanged 4879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65363 members 
Mstep: Class 2 contains 63040 members 
Entering Unmasked Estep 
Score: -10206294.000000 Penalty: 5834.412598
	Iteration 5Q: 3 clusters Score -1.020629e+07 nChanged 5837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65912 members 
Mstep: Class 2 contains 62491 members 
Entering Unmasked Estep 
Score: -10208928.000000 Penalty: 5834.412598
	Iteration 6Q: 3 clusters Score -1.020893e+07 nChanged 6923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66333 members 
Mstep: Class 2 contains 62070 members 
Entering Unmasked Estep 
Score: -10213131.000000 Penalty: 5834.412598
	Iteration 7F: 3 clusters Score -1.021313e+07 nChanged 7924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66613 members 
Mstep: Class 2 contains 61790 members 
Entering Unmasked Estep 
Score: -10218721.000000 Penalty: 5834.412598
	Iteration 8F: 3 clusters Score -1.021872e+07 nChanged 8339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66874 members 
Mstep: Class 2 contains 61529 members 
Entering Unmasked Estep 
Score: -10224903.000000 Penalty: 5834.412598
	Iteration 9F: 3 clusters Score -1.02249e+07 nChanged 7511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67011 members 
Mstep: Class 2 contains 61392 members 
Entering Unmasked Estep 
Score: -10229584.000000 Penalty: 5834.412598
	Iteration 10F: 3 clusters Score -1.022958e+07 nChanged 5880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67347 members 
Mstep: Class 2 contains 61056 members 
Entering Unmasked Estep 
Score: -10232179.000000 Penalty: 5834.412598
	Iteration 11Q: 3 clusters Score -1.023218e+07 nChanged 3864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67887 members 
Mstep: Class 2 contains 60516 members 
Entering Unmasked Estep 
Score: -10233313.000000 Penalty: 5834.412598
	Iteration 12Q: 3 clusters Score -1.023331e+07 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68620 members 
Mstep: Class 2 contains 59783 members 
Entering Unmasked Estep 
Score: -10234033.000000 Penalty: 5834.412598
	Iteration 13Q: 3 clusters Score -1.023403e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69456 members 
Mstep: Class 2 contains 58947 members 
Entering Unmasked Estep 
Score: -10234584.000000 Penalty: 5834.412598
	Iteration 14Q: 3 clusters Score -1.023458e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70374 members 
Mstep: Class 2 contains 58029 members 
Entering Unmasked Estep 
Score: -10235152.000000 Penalty: 5834.412598
	Iteration 15Q: 3 clusters Score -1.023515e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71440 members 
Mstep: Class 2 contains 56963 members 
Entering Unmasked Estep 
Score: -10235949.000000 Penalty: 5834.412598
	Iteration 16Q: 3 clusters Score -1.023595e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72672 members 
Mstep: Class 2 contains 55731 members 
Entering Unmasked Estep 
Score: -10236710.000000 Penalty: 5834.412598
	Iteration 17Q: 3 clusters Score -1.023671e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74018 members 
Mstep: Class 2 contains 54385 members 
Entering Unmasked Estep 
Score: -10237612.000000 Penalty: 5834.412598
	Iteration 18Q: 3 clusters Score -1.023761e+07 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75411 members 
Mstep: Class 2 contains 52992 members 
Entering Unmasked Estep 
Score: -10238524.000000 Penalty: 5834.412598
	Iteration 19Q: 3 clusters Score -1.023852e+07 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76765 members 
Mstep: Class 2 contains 51638 members 
Entering Unmasked Estep 
Score: -10239498.000000 Penalty: 5834.412598
	Iteration 20F: 3 clusters Score -1.02395e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78134 members 
Mstep: Class 2 contains 50269 members 
Entering Unmasked Estep 
Score: -10240290.000000 Penalty: 5834.412598
	Iteration 21Q: 3 clusters Score -1.024029e+07 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79488 members 
Mstep: Class 2 contains 48915 members 
Entering Unmasked Estep 
Score: -10240831.000000 Penalty: 5834.412598
	Iteration 22Q: 3 clusters Score -1.024083e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80826 members 
Mstep: Class 2 contains 47577 members 
Entering Unmasked Estep 
Score: -10241362.000000 Penalty: 5834.412598
	Iteration 23Q: 3 clusters Score -1.024136e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82114 members 
Mstep: Class 2 contains 46289 members 
Entering Unmasked Estep 
Score: -10241717.000000 Penalty: 5834.412598
	Iteration 24Q: 3 clusters Score -1.024172e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83315 members 
Mstep: Class 2 contains 45088 members 
Entering Unmasked Estep 
Score: -10242089.000000 Penalty: 5834.412598
	Iteration 25Q: 3 clusters Score -1.024209e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84457 members 
Mstep: Class 2 contains 43946 members 
Entering Unmasked Estep 
Score: -10242406.000000 Penalty: 5834.412598
	Iteration 26Q: 3 clusters Score -1.024241e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85515 members 
Mstep: Class 2 contains 42888 members 
Entering Unmasked Estep 
Score: -10242684.000000 Penalty: 5834.412598
	Iteration 27Q: 3 clusters Score -1.024268e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86593 members 
Mstep: Class 2 contains 41810 members 
Entering Unmasked Estep 
Score: -10242846.000000 Penalty: 5834.412598
	Iteration 28Q: 3 clusters Score -1.024285e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87655 members 
Mstep: Class 2 contains 40748 members 
Entering Unmasked Estep 
Score: -10243080.000000 Penalty: 5834.412598
	Iteration 29Q: 3 clusters Score -1.024308e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88675 members 
Mstep: Class 2 contains 39728 members 
Entering Unmasked Estep 
Score: -10243301.000000 Penalty: 5834.412598
	Iteration 30Q: 3 clusters Score -1.02433e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89631 members 
Mstep: Class 2 contains 38772 members 
Entering Unmasked Estep 
Score: -10243403.000000 Penalty: 5834.412598
	Iteration 31Q: 3 clusters Score -1.02434e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90531 members 
Mstep: Class 2 contains 37872 members 
Entering Unmasked Estep 
Score: -10243598.000000 Penalty: 5834.412598
	Iteration 32Q: 3 clusters Score -1.02436e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91440 members 
Mstep: Class 2 contains 36963 members 
Entering Unmasked Estep 
Score: -10243815.000000 Penalty: 5834.412598
	Iteration 33Q: 3 clusters Score -1.024382e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92370 members 
Mstep: Class 2 contains 36033 members 
Entering Unmasked Estep 
Score: -10243945.000000 Penalty: 5834.412598
	Iteration 34Q: 3 clusters Score -1.024394e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93267 members 
Mstep: Class 2 contains 35136 members 
Entering Unmasked Estep 
Score: -10244030.000000 Penalty: 5834.412598
	Iteration 35Q: 3 clusters Score -1.024403e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94114 members 
Mstep: Class 2 contains 34289 members 
Entering Unmasked Estep 
Score: -10244130.000000 Penalty: 5834.412598
	Iteration 36Q: 3 clusters Score -1.024413e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94937 members 
Mstep: Class 2 contains 33466 members 
Entering Unmasked Estep 
Score: -10244277.000000 Penalty: 5834.412598
	Iteration 37Q: 3 clusters Score -1.024428e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95767 members 
Mstep: Class 2 contains 32636 members 
Entering Unmasked Estep 
Score: -10244435.000000 Penalty: 5834.412598
	Iteration 38Q: 3 clusters Score -1.024444e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96590 members 
Mstep: Class 2 contains 31813 members 
Entering Unmasked Estep 
Score: -10244573.000000 Penalty: 5834.412598
	Iteration 39Q: 3 clusters Score -1.024457e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97415 members 
Mstep: Class 2 contains 30988 members 
Entering Unmasked Estep 
Score: -10244733.000000 Penalty: 5834.412598
	Iteration 40F: 3 clusters Score -1.024473e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98257 members 
Mstep: Class 2 contains 30146 members 
Entering Unmasked Estep 
Score: -10244938.000000 Penalty: 5834.412598
	Iteration 41Q: 3 clusters Score -1.024494e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99086 members 
Mstep: Class 2 contains 29317 members 
Entering Unmasked Estep 
Score: -10245074.000000 Penalty: 5834.412598
	Iteration 42Q: 3 clusters Score -1.024507e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99846 members 
Mstep: Class 2 contains 28557 members 
Entering Unmasked Estep 
Score: -10245156.000000 Penalty: 5834.412598
	Iteration 43Q: 3 clusters Score -1.024516e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100608 members 
Mstep: Class 2 contains 27795 members 
Entering Unmasked Estep 
Score: -10245299.000000 Penalty: 5834.412598
	Iteration 44Q: 3 clusters Score -1.02453e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101335 members 
Mstep: Class 2 contains 27068 members 
Entering Unmasked Estep 
Score: -10245456.000000 Penalty: 5834.412598
	Iteration 45Q: 3 clusters Score -1.024546e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102044 members 
Mstep: Class 2 contains 26359 members 
Entering Unmasked Estep 
Score: -10245540.000000 Penalty: 5834.412598
	Iteration 46Q: 3 clusters Score -1.024554e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102777 members 
Mstep: Class 2 contains 25626 members 
Entering Unmasked Estep 
Score: -10245686.000000 Penalty: 5834.412598
	Iteration 47Q: 3 clusters Score -1.024569e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103507 members 
Mstep: Class 2 contains 24896 members 
Entering Unmasked Estep 
Score: -10245778.000000 Penalty: 5834.412598
	Iteration 48Q: 3 clusters Score -1.024578e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104231 members 
Mstep: Class 2 contains 24172 members 
Entering Unmasked Estep 
Score: -10245865.000000 Penalty: 5834.412598
	Iteration 49Q: 3 clusters Score -1.024586e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104907 members 
Mstep: Class 2 contains 23496 members 
Entering Unmasked Estep 
Score: -10246032.000000 Penalty: 5834.412598
	Iteration 50Q: 3 clusters Score -1.024603e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105555 members 
Mstep: Class 2 contains 22848 members 
Entering Unmasked Estep 
Score: -10246110.000000 Penalty: 5834.412598
	Iteration 51Q: 3 clusters Score -1.024611e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106175 members 
Mstep: Class 2 contains 22228 members 
Entering Unmasked Estep 
Score: -10246181.000000 Penalty: 5834.412598
	Iteration 52Q: 3 clusters Score -1.024618e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106748 members 
Mstep: Class 2 contains 21655 members 
Entering Unmasked Estep 
Score: -10246229.000000 Penalty: 5834.412598
	Iteration 53Q: 3 clusters Score -1.024623e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107277 members 
Mstep: Class 2 contains 21126 members 
Entering Unmasked Estep 
Score: -10246290.000000 Penalty: 5834.412598
	Iteration 54Q: 3 clusters Score -1.024629e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107741 members 
Mstep: Class 2 contains 20662 members 
Entering Unmasked Estep 
Score: -10246348.000000 Penalty: 5834.412598
	Iteration 55Q: 3 clusters Score -1.024635e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108225 members 
Mstep: Class 2 contains 20178 members 
Entering Unmasked Estep 
Score: -10246429.000000 Penalty: 5834.412598
	Iteration 56Q: 3 clusters Score -1.024643e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108749 members 
Mstep: Class 2 contains 19654 members 
Entering Unmasked Estep 
Score: -10246518.000000 Penalty: 5834.412598
	Iteration 57Q: 3 clusters Score -1.024652e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109236 members 
Mstep: Class 2 contains 19167 members 
Entering Unmasked Estep 
Score: -10246609.000000 Penalty: 5834.412598
	Iteration 58Q: 3 clusters Score -1.024661e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109681 members 
Mstep: Class 2 contains 18722 members 
Entering Unmasked Estep 
Score: -10246727.000000 Penalty: 5834.412598
	Iteration 59Q: 3 clusters Score -1.024673e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110115 members 
Mstep: Class 2 contains 18288 members 
Entering Unmasked Estep 
Score: -10246763.000000 Penalty: 5834.412598
	Iteration 60F: 3 clusters Score -1.024676e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110539 members 
Mstep: Class 2 contains 17864 members 
Entering Unmasked Estep 
Score: -10246830.000000 Penalty: 5834.412598
	Iteration 61Q: 3 clusters Score -1.024683e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110969 members 
Mstep: Class 2 contains 17434 members 
Entering Unmasked Estep 
Score: -10246905.000000 Penalty: 5834.412598
	Iteration 62Q: 3 clusters Score -1.02469e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111381 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
Score: -10246955.000000 Penalty: 5834.412598
	Iteration 63Q: 3 clusters Score -1.024696e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111784 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
Score: -10247011.000000 Penalty: 5834.412598
	Iteration 64Q: 3 clusters Score -1.024701e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112200 members 
Mstep: Class 2 contains 16203 members 
Entering Unmasked Estep 
Score: -10247106.000000 Penalty: 5834.412598
	Iteration 65Q: 3 clusters Score -1.024711e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112619 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -10247200.000000 Penalty: 5834.412598
	Iteration 66Q: 3 clusters Score -1.02472e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112980 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -10247234.000000 Penalty: 5834.412598
	Iteration 67Q: 3 clusters Score -1.024723e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113358 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
Score: -10247289.000000 Penalty: 5834.412598
	Iteration 68Q: 3 clusters Score -1.024729e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113692 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -10247311.000000 Penalty: 5834.412598
	Iteration 69Q: 3 clusters Score -1.024731e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114013 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -10247330.000000 Penalty: 5834.412598
	Iteration 70Q: 3 clusters Score -1.024733e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114352 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -10247371.000000 Penalty: 5834.412598
	Iteration 71Q: 3 clusters Score -1.024737e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114700 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -10247452.000000 Penalty: 5834.412598
	Iteration 72Q: 3 clusters Score -1.024745e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115021 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -10247490.000000 Penalty: 5834.412598
	Iteration 73Q: 3 clusters Score -1.024749e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115336 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -10247578.000000 Penalty: 5834.412598
	Iteration 74Q: 3 clusters Score -1.024758e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115651 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -10247653.000000 Penalty: 5834.412598
	Iteration 75Q: 3 clusters Score -1.024765e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115957 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -10247684.000000 Penalty: 5834.412598
	Iteration 76Q: 3 clusters Score -1.024768e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116272 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -10247703.000000 Penalty: 5834.412598
	Iteration 77Q: 3 clusters Score -1.02477e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116595 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -10247757.000000 Penalty: 5834.412598
	Iteration 78Q: 3 clusters Score -1.024776e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116900 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -10247815.000000 Penalty: 5834.412598
	Iteration 79Q: 3 clusters Score -1.024782e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117191 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -10247861.000000 Penalty: 5834.412598
	Iteration 80F: 3 clusters Score -1.024786e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117498 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -10247895.000000 Penalty: 5834.412598
	Iteration 81Q: 3 clusters Score -1.02479e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117796 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -10247932.000000 Penalty: 5834.412598
	Iteration 82Q: 3 clusters Score -1.024793e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118077 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -10247985.000000 Penalty: 5834.412598
	Iteration 83Q: 3 clusters Score -1.024798e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118343 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -10248040.000000 Penalty: 5834.412598
	Iteration 84Q: 3 clusters Score -1.024804e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118628 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -10248107.000000 Penalty: 5834.412598
	Iteration 85Q: 3 clusters Score -1.024811e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118919 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -10248140.000000 Penalty: 5834.412598
	Iteration 86Q: 3 clusters Score -1.024814e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119195 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -10248174.000000 Penalty: 5834.412598
	Iteration 87Q: 3 clusters Score -1.024817e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119481 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -10248226.000000 Penalty: 5834.412598
	Iteration 88Q: 3 clusters Score -1.024823e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119793 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -10248334.000000 Penalty: 5834.412598
	Iteration 89Q: 3 clusters Score -1.024833e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120110 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -10248388.000000 Penalty: 5834.412598
	Iteration 90Q: 3 clusters Score -1.024839e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120423 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -10248455.000000 Penalty: 5834.412598
	Iteration 91Q: 3 clusters Score -1.024846e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120753 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -10248529.000000 Penalty: 5834.412598
	Iteration 92Q: 3 clusters Score -1.024853e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121054 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -10248592.000000 Penalty: 5834.412598
	Iteration 93Q: 3 clusters Score -1.024859e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121345 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -10248664.000000 Penalty: 5834.412598
	Iteration 94Q: 3 clusters Score -1.024866e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121654 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -10248705.000000 Penalty: 5834.412598
	Iteration 95Q: 3 clusters Score -1.02487e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121947 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -10248795.000000 Penalty: 5834.412598
	Iteration 96Q: 3 clusters Score -1.02488e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122234 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -10248820.000000 Penalty: 5834.412598
	Iteration 97Q: 3 clusters Score -1.024882e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122524 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -10248890.000000 Penalty: 5834.412598
	Iteration 98Q: 3 clusters Score -1.024889e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122826 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -10248957.000000 Penalty: 5834.412598
	Iteration 99Q: 3 clusters Score -1.024896e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123109 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -10249041.000000 Penalty: 5834.412598
	Iteration 100F: 3 clusters Score -1.024904e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123378 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -10249115.000000 Penalty: 5834.412598
	Iteration 101Q: 3 clusters Score -1.024912e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123645 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -10249180.000000 Penalty: 5834.412598
	Iteration 102Q: 3 clusters Score -1.024918e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123902 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -10249264.000000 Penalty: 5834.412598
	Iteration 103Q: 3 clusters Score -1.024926e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124144 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -10249363.000000 Penalty: 5834.412598
	Iteration 104Q: 3 clusters Score -1.024936e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124355 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -10249407.000000 Penalty: 5834.412598
	Iteration 105Q: 3 clusters Score -1.024941e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124559 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -10249509.000000 Penalty: 5834.412598
	Iteration 106Q: 3 clusters Score -1.024951e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124749 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -10249570.000000 Penalty: 5834.412598
	Iteration 107Q: 3 clusters Score -1.024957e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124911 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -10249581.000000 Penalty: 5834.412598
	Iteration 108Q: 3 clusters Score -1.024958e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125047 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -10249627.000000 Penalty: 5834.412598
	Iteration 109Q: 3 clusters Score -1.024963e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125180 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -10249686.000000 Penalty: 5834.412598
	Iteration 110Q: 3 clusters Score -1.024969e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125289 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -10249690.000000 Penalty: 5834.412598
	Iteration 111Q: 3 clusters Score -1.024969e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125376 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -10249708.000000 Penalty: 5834.412598
	Iteration 112Q: 3 clusters Score -1.024971e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125452 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -10249746.000000 Penalty: 5834.412598
	Iteration 113Q: 3 clusters Score -1.024975e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125525 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -10249763.000000 Penalty: 5834.412598
	Iteration 114Q: 3 clusters Score -1.024976e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125599 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -10249779.000000 Penalty: 5834.412598
	Iteration 115Q: 3 clusters Score -1.024978e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125664 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -10249800.000000 Penalty: 5834.412598
	Iteration 116Q: 3 clusters Score -1.02498e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125723 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -10249806.000000 Penalty: 5834.412598
	Iteration 117Q: 3 clusters Score -1.024981e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125786 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -10249804.000000 Penalty: 5834.412598
	Iteration 118Q: 3 clusters Score -1.02498e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125840 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -10249816.000000 Penalty: 5834.412598
	Iteration 119Q: 3 clusters Score -1.024982e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125894 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -10249822.000000 Penalty: 5834.412598
	Iteration 120F: 3 clusters Score -1.024982e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125941 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -10249857.000000 Penalty: 5834.412598
	Iteration 121Q: 3 clusters Score -1.024986e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125983 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -10249866.000000 Penalty: 5834.412598
	Iteration 122Q: 3 clusters Score -1.024987e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126022 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -10249879.000000 Penalty: 5834.412598
	Iteration 123Q: 3 clusters Score -1.024988e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126052 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -10249898.000000 Penalty: 5834.412598
	Iteration 124Q: 3 clusters Score -1.02499e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126081 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -10249934.000000 Penalty: 5834.412598
	Iteration 125Q: 3 clusters Score -1.024993e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126113 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -10249935.000000 Penalty: 5834.412598
	Iteration 126Q: 3 clusters Score -1.024994e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126144 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -10249949.000000 Penalty: 5834.412598
	Iteration 127Q: 3 clusters Score -1.024995e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126170 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -10249949.000000 Penalty: 5834.412598
	Iteration 128Q: 3 clusters Score -1.024995e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126190 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -10249944.000000 Penalty: 5834.412598
	Iteration 129Q: 3 clusters Score -1.024994e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126217 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -10249981.000000 Penalty: 5834.412598
	Iteration 130Q: 3 clusters Score -1.024998e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126236 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -10249974.000000 Penalty: 5834.412598
	Iteration 131Q: 3 clusters Score -1.024997e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126254 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -10249982.000000 Penalty: 5834.412598
	Iteration 132Q: 3 clusters Score -1.024998e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126267 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -10249979.000000 Penalty: 5834.412598
	Iteration 133Q: 3 clusters Score -1.024998e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126278 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -10249980.000000 Penalty: 5834.412598
	Iteration 134Q: 3 clusters Score -1.024998e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126286 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -10249983.000000 Penalty: 5834.412598
	Iteration 135Q: 3 clusters Score -1.024998e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126295 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -10249974.000000 Penalty: 5834.412598
	Iteration 136Q: 3 clusters Score -1.024997e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126303 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -10249980.000000 Penalty: 5834.412598
	Iteration 137Q: 3 clusters Score -1.024998e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126314 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -10249986.000000 Penalty: 5834.412598
	Iteration 138Q: 3 clusters Score -1.024999e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126323 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -10249980.000000 Penalty: 5834.412598
	Iteration 139Q: 3 clusters Score -1.024998e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126330 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -10249990.000000 Penalty: 5834.412598
	Iteration 140F: 3 clusters Score -1.024999e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126336 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -10249989.000000 Penalty: 5834.412598
	Iteration 141Q: 3 clusters Score -1.024999e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126341 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -10249994.000000 Penalty: 5834.412598
	Iteration 142Q: 3 clusters Score -1.024999e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126347 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -10250002.000000 Penalty: 5834.412598
	Iteration 143Q: 3 clusters Score -1.025e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126352 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -10249995.000000 Penalty: 5834.412598
	Iteration 144Q: 3 clusters Score -1.025e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126357 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -10250006.000000 Penalty: 5834.412598
	Iteration 145Q: 3 clusters Score -1.025001e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126368 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -10250020.000000 Penalty: 5834.412598
	Iteration 146Q: 3 clusters Score -1.025002e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126376 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -10250028.000000 Penalty: 5834.412598
	Iteration 147Q: 3 clusters Score -1.025003e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126383 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -10250030.000000 Penalty: 5834.412598
	Iteration 148Q: 3 clusters Score -1.025003e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126390 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -10250032.000000 Penalty: 5834.412598
	Iteration 149Q: 3 clusters Score -1.025003e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126403 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -10250037.000000 Penalty: 5834.412598
	Iteration 150Q: 3 clusters Score -1.025004e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126413 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -10250036.000000 Penalty: 5834.412598
	Iteration 151Q: 3 clusters Score -1.025004e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126424 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -10250042.000000 Penalty: 5834.412598
	Iteration 152Q: 3 clusters Score -1.025004e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126439 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -10250039.000000 Penalty: 5834.412598
	Iteration 153Q: 3 clusters Score -1.025004e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126444 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -10250059.000000 Penalty: 5834.412598
	Iteration 154Q: 3 clusters Score -1.025006e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126452 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -10250065.000000 Penalty: 5834.412598
	Iteration 155Q: 3 clusters Score -1.025006e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126464 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -10250067.000000 Penalty: 5834.412598
	Iteration 156Q: 3 clusters Score -1.025007e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126477 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -10250067.000000 Penalty: 5834.412598
	Iteration 157Q: 3 clusters Score -1.025007e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126489 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -10250053.000000 Penalty: 5834.412598
	Iteration 158Q: 3 clusters Score -1.025005e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126496 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -10250066.000000 Penalty: 5834.412598
	Iteration 159Q: 3 clusters Score -1.025007e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126497 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -10250077.000000 Penalty: 5834.412598
	Iteration 160F: 3 clusters Score -1.025008e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126498 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -10250079.000000 Penalty: 5834.412598
	Iteration 161Q: 3 clusters Score -1.025008e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126499 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -10250074.000000 Penalty: 5834.412598
	Iteration 162Q: 3 clusters Score -1.025007e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126499 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -10250074.000000 Penalty: 5834.412598
	Iteration 163F: 3 clusters Score -1.025007e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (27480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27480 members 
Entering Unmasked Estep 
Score: -2254845.750000 Penalty: 2534.860840
	Iteration 0F: 2 clusters Score -2254846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -2235864.000000 Penalty: 5069.721680
	Iteration 0F: 3 clusters Score -2235864 nChanged 12393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -2242493.750000 Penalty: 5069.721680
	Iteration 1F: 3 clusters Score -2242494 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -2242867.500000 Penalty: 5069.721680
	Iteration 2Q: 3 clusters Score -2242868 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -2243187.000000 Penalty: 5069.721680
	Iteration 3Q: 3 clusters Score -2243187 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -2243456.250000 Penalty: 5069.721680
	Iteration 4Q: 3 clusters Score -2243456 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -2243754.250000 Penalty: 5069.721680
	Iteration 5Q: 3 clusters Score -2243754 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 15695 members 
Entering Unmasked Estep 
Score: -2244044.500000 Penalty: 5069.721680
	Iteration 6Q: 3 clusters Score -2244044 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 16428 members 
Entering Unmasked Estep 
Score: -2244456.250000 Penalty: 5069.721680
	Iteration 7Q: 3 clusters Score -2244456 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 17406 members 
Entering Unmasked Estep 
Score: -2245010.250000 Penalty: 5069.721680
	Iteration 8Q: 3 clusters Score -2245010 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 18600 members 
Entering Unmasked Estep 
Score: -2245731.750000 Penalty: 5069.721680
	Iteration 9Q: 3 clusters Score -2245732 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 19982 members 
Entering Unmasked Estep 
Score: -2246666.500000 Penalty: 5069.721680
	Iteration 10F: 3 clusters Score -2246666 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 21592 members 
Entering Unmasked Estep 
Score: -2247888.750000 Penalty: 5069.721680
	Iteration 11F: 3 clusters Score -2247889 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 23199 members 
Entering Unmasked Estep 
Score: -2249164.500000 Penalty: 5069.721680
	Iteration 12F: 3 clusters Score -2249164 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 24605 members 
Entering Unmasked Estep 
Score: -2250365.500000 Penalty: 5069.721680
	Iteration 13F: 3 clusters Score -2250366 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 25650 members 
Entering Unmasked Estep 
Score: -2251254.000000 Penalty: 5069.721680
	Iteration 14Q: 3 clusters Score -2251254 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 26324 members 
Entering Unmasked Estep 
Score: -2251873.750000 Penalty: 5069.721680
	Iteration 15Q: 3 clusters Score -2251874 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 26709 members 
Entering Unmasked Estep 
Score: -2252215.000000 Penalty: 5069.721680
	Iteration 16Q: 3 clusters Score -2252215 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 26915 members 
Entering Unmasked Estep 
Score: -2252405.750000 Penalty: 5069.721680
	Iteration 17Q: 3 clusters Score -2252406 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 27026 members 
Entering Unmasked Estep 
Score: -2252533.000000 Penalty: 5069.721680
	Iteration 18Q: 3 clusters Score -2252533 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 27081 members 
Entering Unmasked Estep 
Score: -2252583.750000 Penalty: 5069.721680
	Iteration 19Q: 3 clusters Score -2252584 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 27112 members 
Entering Unmasked Estep 
Score: -2252613.750000 Penalty: 5069.721680
	Iteration 20F: 3 clusters Score -2252614 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 27126 members 
Entering Unmasked Estep 
Score: -2252635.000000 Penalty: 5069.721680
	Iteration 21Q: 3 clusters Score -2252635 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 27135 members 
Entering Unmasked Estep 
Score: -2252658.500000 Penalty: 5069.721680
	Iteration 22Q: 3 clusters Score -2252658 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 27146 members 
Entering Unmasked Estep 
Score: -2252667.250000 Penalty: 5069.721680
	Iteration 23Q: 3 clusters Score -2252667 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 27150 members 
Entering Unmasked Estep 
Score: -2252673.500000 Penalty: 5069.721680
	Iteration 24Q: 3 clusters Score -2252674 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 27155 members 
Entering Unmasked Estep 
Score: -2252684.250000 Penalty: 5069.721680
	Iteration 25Q: 3 clusters Score -2252684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 27159 members 
Entering Unmasked Estep 
Score: -2252690.500000 Penalty: 5069.721680
	Iteration 26Q: 3 clusters Score -2252690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 27160 members 
Entering Unmasked Estep 
Score: -2252701.250000 Penalty: 5069.721680
	Iteration 27Q: 3 clusters Score -2252701 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 27165 members 
Entering Unmasked Estep 
Score: -2252708.500000 Penalty: 5069.721680
	Iteration 28Q: 3 clusters Score -2252708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 27169 members 
Entering Unmasked Estep 
Score: -2252715.000000 Penalty: 5069.721680
	Iteration 29Q: 3 clusters Score -2252715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 27170 members 
Entering Unmasked Estep 
Score: -2252720.000000 Penalty: 5069.721680
	Iteration 30Q: 3 clusters Score -2252720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 27169 members 
Entering Unmasked Estep 
Score: -2252720.500000 Penalty: 5069.721680
	Iteration 31Q: 3 clusters Score -2252720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 27171 members 
Entering Unmasked Estep 
Score: -2252720.750000 Penalty: 5069.721680
	Iteration 32Q: 3 clusters Score -2252721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 27172 members 
Entering Unmasked Estep 
Score: -2252720.000000 Penalty: 5069.721680
	Iteration 33Q: 3 clusters Score -2252720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 27172 members 
Entering Unmasked Estep 
Score: -2252720.000000 Penalty: 5069.721680
	Iteration 34F: 3 clusters Score -2252720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Entering Unmasked Estep 
Score: -143844.359375 Penalty: 1922.259277
	Iteration 0F: 2 clusters Score -143844.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -141165.390625 Penalty: 3844.518555
	Iteration 0F: 3 clusters Score -141165.4 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -142069.984375 Penalty: 3844.518555
	Iteration 1F: 3 clusters Score -142070 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -142559.734375 Penalty: 3844.518555
	Iteration 2F: 3 clusters Score -142559.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -142950.937500 Penalty: 3844.518555
	Iteration 3F: 3 clusters Score -142950.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -143199.953125 Penalty: 3844.518555
	Iteration 4F: 3 clusters Score -143200 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -143331.906250 Penalty: 3844.518555
	Iteration 5Q: 3 clusters Score -143331.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -143406.468750 Penalty: 3844.518555
	Iteration 6Q: 3 clusters Score -143406.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -143456.859375 Penalty: 3844.518555
	Iteration 7Q: 3 clusters Score -143456.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -143474.750000 Penalty: 3844.518555
	Iteration 8Q: 3 clusters Score -143474.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -143480.578125 Penalty: 3844.518555
	Iteration 9Q: 3 clusters Score -143480.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -143485.250000 Penalty: 3844.518555
	Iteration 10Q: 3 clusters Score -143485.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -143487.062500 Penalty: 3844.518555
	Iteration 11Q: 3 clusters Score -143487.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -143487.937500 Penalty: 3844.518555
	Iteration 12Q: 3 clusters Score -143487.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -143489.109375 Penalty: 3844.518555
	Iteration 13Q: 3 clusters Score -143489.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -143489.109375 Penalty: 3844.518555
	Iteration 14F: 3 clusters Score -143489.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Entering Unmasked Estep 
Score: -156717.828125 Penalty: 1922.259277
	Iteration 0F: 2 clusters Score -156717.8 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 1166 members 
Entering Unmasked Estep 
Score: -153893.062500 Penalty: 3844.518555
	Iteration 0F: 3 clusters Score -153893.1 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -154487.625000 Penalty: 3844.518555
	Iteration 1F: 3 clusters Score -154487.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -154630.281250 Penalty: 3844.518555
	Iteration 2F: 3 clusters Score -154630.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -154740.375000 Penalty: 3844.518555
	Iteration 3F: 3 clusters Score -154740.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -154820.546875 Penalty: 3844.518555
	Iteration 4Q: 3 clusters Score -154820.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -154881.703125 Penalty: 3844.518555
	Iteration 5Q: 3 clusters Score -154881.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -154931.421875 Penalty: 3844.518555
	Iteration 6Q: 3 clusters Score -154931.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -154962.859375 Penalty: 3844.518555
	Iteration 7Q: 3 clusters Score -154962.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -154991.359375 Penalty: 3844.518555
	Iteration 8Q: 3 clusters Score -154991.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -155016.375000 Penalty: 3844.518555
	Iteration 9Q: 3 clusters Score -155016.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -155036.375000 Penalty: 3844.518555
	Iteration 10Q: 3 clusters Score -155036.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -155053.640625 Penalty: 3844.518555
	Iteration 11Q: 3 clusters Score -155053.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -155065.875000 Penalty: 3844.518555
	Iteration 12Q: 3 clusters Score -155065.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -155080.890625 Penalty: 3844.518555
	Iteration 13Q: 3 clusters Score -155080.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -155100.468750 Penalty: 3844.518555
	Iteration 14Q: 3 clusters Score -155100.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -155114.171875 Penalty: 3844.518555
	Iteration 15Q: 3 clusters Score -155114.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -155131.234375 Penalty: 3844.518555
	Iteration 16Q: 3 clusters Score -155131.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -155149.359375 Penalty: 3844.518555
	Iteration 17Q: 3 clusters Score -155149.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -155162.328125 Penalty: 3844.518555
	Iteration 18Q: 3 clusters Score -155162.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -155172.046875 Penalty: 3844.518555
	Iteration 19Q: 3 clusters Score -155172 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -155177.531250 Penalty: 3844.518555
	Iteration 20F: 3 clusters Score -155177.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -155186.921875 Penalty: 3844.518555
	Iteration 21Q: 3 clusters Score -155186.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -155199.703125 Penalty: 3844.518555
	Iteration 22Q: 3 clusters Score -155199.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -155208.125000 Penalty: 3844.518555
	Iteration 23Q: 3 clusters Score -155208.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -155218.937500 Penalty: 3844.518555
	Iteration 24Q: 3 clusters Score -155218.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -155230.093750 Penalty: 3844.518555
	Iteration 25Q: 3 clusters Score -155230.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -155246.359375 Penalty: 3844.518555
	Iteration 26Q: 3 clusters Score -155246.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -155261.796875 Penalty: 3844.518555
	Iteration 27Q: 3 clusters Score -155261.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -155272.890625 Penalty: 3844.518555
	Iteration 28Q: 3 clusters Score -155272.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -155288.281250 Penalty: 3844.518555
	Iteration 29Q: 3 clusters Score -155288.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -155309.562500 Penalty: 3844.518555
	Iteration 30Q: 3 clusters Score -155309.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -155333.031250 Penalty: 3844.518555
	Iteration 31Q: 3 clusters Score -155333 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -155354.125000 Penalty: 3844.518555
	Iteration 32Q: 3 clusters Score -155354.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -155361.890625 Penalty: 3844.518555
	Iteration 33Q: 3 clusters Score -155361.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -155365.359375 Penalty: 3844.518555
	Iteration 34Q: 3 clusters Score -155365.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -155368.156250 Penalty: 3844.518555
	Iteration 35Q: 3 clusters Score -155368.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -155370.515625 Penalty: 3844.518555
	Iteration 36Q: 3 clusters Score -155370.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -155374.359375 Penalty: 3844.518555
	Iteration 37Q: 3 clusters Score -155374.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -155374.359375 Penalty: 3844.518555
	Iteration 38F: 3 clusters Score -155374.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (8206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Entering Unmasked Estep 
Score: -629444.000000 Penalty: 2235.129883
	Iteration 0F: 2 clusters Score -629444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -622877.625000 Penalty: 4470.259766
	Iteration 0F: 3 clusters Score -622877.6 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -624736.312500 Penalty: 4470.259766
	Iteration 1F: 3 clusters Score -624736.3 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -625196.875000 Penalty: 4470.259766
	Iteration 2F: 3 clusters Score -625196.9 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -625651.625000 Penalty: 4470.259766
	Iteration 3F: 3 clusters Score -625651.6 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -626068.500000 Penalty: 4470.259766
	Iteration 4F: 3 clusters Score -626068.5 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -626445.812500 Penalty: 4470.259766
	Iteration 5F: 3 clusters Score -626445.8 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -626741.875000 Penalty: 4470.259766
	Iteration 6F: 3 clusters Score -626741.9 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -626978.000000 Penalty: 4470.259766
	Iteration 7Q: 3 clusters Score -626978 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -627165.375000 Penalty: 4470.259766
	Iteration 8Q: 3 clusters Score -627165.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -627320.500000 Penalty: 4470.259766
	Iteration 9Q: 3 clusters Score -627320.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -627453.812500 Penalty: 4470.259766
	Iteration 10Q: 3 clusters Score -627453.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -627594.250000 Penalty: 4470.259766
	Iteration 11Q: 3 clusters Score -627594.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -627729.750000 Penalty: 4470.259766
	Iteration 12Q: 3 clusters Score -627729.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -627832.000000 Penalty: 4470.259766
	Iteration 13Q: 3 clusters Score -627832 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -627894.062500 Penalty: 4470.259766
	Iteration 14Q: 3 clusters Score -627894.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -627960.312500 Penalty: 4470.259766
	Iteration 15Q: 3 clusters Score -627960.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -628016.875000 Penalty: 4470.259766
	Iteration 16Q: 3 clusters Score -628016.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -628059.312500 Penalty: 4470.259766
	Iteration 17Q: 3 clusters Score -628059.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -628091.875000 Penalty: 4470.259766
	Iteration 18Q: 3 clusters Score -628091.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -628121.250000 Penalty: 4470.259766
	Iteration 19Q: 3 clusters Score -628121.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -628140.937500 Penalty: 4470.259766
	Iteration 20F: 3 clusters Score -628140.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -628157.500000 Penalty: 4470.259766
	Iteration 21Q: 3 clusters Score -628157.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -628175.000000 Penalty: 4470.259766
	Iteration 22Q: 3 clusters Score -628175 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -628186.125000 Penalty: 4470.259766
	Iteration 23Q: 3 clusters Score -628186.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -628197.250000 Penalty: 4470.259766
	Iteration 24Q: 3 clusters Score -628197.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -628203.562500 Penalty: 4470.259766
	Iteration 25Q: 3 clusters Score -628203.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -628206.687500 Penalty: 4470.259766
	Iteration 26Q: 3 clusters Score -628206.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -628209.312500 Penalty: 4470.259766
	Iteration 27Q: 3 clusters Score -628209.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -628217.875000 Penalty: 4470.259766
	Iteration 28Q: 3 clusters Score -628217.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -628223.250000 Penalty: 4470.259766
	Iteration 29Q: 3 clusters Score -628223.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -628229.812500 Penalty: 4470.259766
	Iteration 30Q: 3 clusters Score -628229.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -628236.000000 Penalty: 4470.259766
	Iteration 31Q: 3 clusters Score -628236 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -628243.625000 Penalty: 4470.259766
	Iteration 32Q: 3 clusters Score -628243.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -628248.750000 Penalty: 4470.259766
	Iteration 33Q: 3 clusters Score -628248.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -628255.687500 Penalty: 4470.259766
	Iteration 34Q: 3 clusters Score -628255.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -628262.687500 Penalty: 4470.259766
	Iteration 35Q: 3 clusters Score -628262.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -628264.562500 Penalty: 4470.259766
	Iteration 36Q: 3 clusters Score -628264.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -628269.625000 Penalty: 4470.259766
	Iteration 37Q: 3 clusters Score -628269.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -628276.437500 Penalty: 4470.259766
	Iteration 38Q: 3 clusters Score -628276.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -628278.562500 Penalty: 4470.259766
	Iteration 39Q: 3 clusters Score -628278.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -628281.187500 Penalty: 4470.259766
	Iteration 40F: 3 clusters Score -628281.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -628282.750000 Penalty: 4470.259766
	Iteration 41Q: 3 clusters Score -628282.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -628284.062500 Penalty: 4470.259766
	Iteration 42Q: 3 clusters Score -628284.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -628284.750000 Penalty: 4470.259766
	Iteration 43Q: 3 clusters Score -628284.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -628285.500000 Penalty: 4470.259766
	Iteration 44Q: 3 clusters Score -628285.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -628285.250000 Penalty: 4470.259766
	Iteration 45Q: 3 clusters Score -628285.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -628285.437500 Penalty: 4470.259766
	Iteration 46Q: 3 clusters Score -628285.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -628285.437500 Penalty: 4470.259766
	Iteration 47F: 3 clusters Score -628285.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (554421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554421 members 
Entering Unmasked Estep 
Score: -43633664.000000 Penalty: 3279.968506
	Iteration 0F: 2 clusters Score -4.363366e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277274 members 
Mstep: Class 2 contains 277147 members 
Entering Unmasked Estep 
Score: -43258996.000000 Penalty: 6559.937012
	Iteration 0F: 3 clusters Score -4.3259e+07 nChanged 270882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278236 members 
Mstep: Class 2 contains 276185 members 
Entering Unmasked Estep 
Score: -43421640.000000 Penalty: 6559.937012
	Iteration 1F: 3 clusters Score -4.342164e+07 nChanged 13252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279386 members 
Mstep: Class 2 contains 275035 members 
Entering Unmasked Estep 
Score: -43423916.000000 Penalty: 6559.937012
	Iteration 2Q: 3 clusters Score -4.342392e+07 nChanged 14548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281402 members 
Mstep: Class 2 contains 273019 members 
Entering Unmasked Estep 
Score: -43427012.000000 Penalty: 6559.937012
	Iteration 3Q: 3 clusters Score -4.342701e+07 nChanged 16462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284390 members 
Mstep: Class 2 contains 270031 members 
Entering Unmasked Estep 
Score: -43431276.000000 Penalty: 6559.937012
	Iteration 4Q: 3 clusters Score -4.343128e+07 nChanged 20003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288919 members 
Mstep: Class 2 contains 265502 members 
Entering Unmasked Estep 
Score: -43437880.000000 Penalty: 6559.937012
	Iteration 5Q: 3 clusters Score -4.343788e+07 nChanged 24161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295058 members 
Mstep: Class 2 contains 259363 members 
Entering Unmasked Estep 
Score: -43447852.000000 Penalty: 6559.937012
	Iteration 6Q: 3 clusters Score -4.344785e+07 nChanged 28975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303221 members 
Mstep: Class 2 contains 251200 members 
Entering Unmasked Estep 
Score: -43463000.000000 Penalty: 6559.937012
	Iteration 7F: 3 clusters Score -4.3463e+07 nChanged 33157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312700 members 
Mstep: Class 2 contains 241721 members 
Entering Unmasked Estep 
Score: -43482996.000000 Penalty: 6559.937012
	Iteration 8F: 3 clusters Score -4.3483e+07 nChanged 35401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322545 members 
Mstep: Class 2 contains 231876 members 
Entering Unmasked Estep 
Score: -43506112.000000 Penalty: 6559.937012
	Iteration 9F: 3 clusters Score -4.350611e+07 nChanged 33647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331058 members 
Mstep: Class 2 contains 223363 members 
Entering Unmasked Estep 
Score: -43528144.000000 Penalty: 6559.937012
	Iteration 10F: 3 clusters Score -4.352814e+07 nChanged 28479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337299 members 
Mstep: Class 2 contains 217122 members 
Entering Unmasked Estep 
Score: -43544892.000000 Penalty: 6559.937012
	Iteration 11F: 3 clusters Score -4.354489e+07 nChanged 21568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342005 members 
Mstep: Class 2 contains 212416 members 
Entering Unmasked Estep 
Score: -43554716.000000 Penalty: 6559.937012
	Iteration 12Q: 3 clusters Score -4.355472e+07 nChanged 15394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346103 members 
Mstep: Class 2 contains 208318 members 
Entering Unmasked Estep 
Score: -43560068.000000 Penalty: 6559.937012
	Iteration 13Q: 3 clusters Score -4.356007e+07 nChanged 10705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349954 members 
Mstep: Class 2 contains 204467 members 
Entering Unmasked Estep 
Score: -43563028.000000 Penalty: 6559.937012
	Iteration 14Q: 3 clusters Score -4.356303e+07 nChanged 8422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353920 members 
Mstep: Class 2 contains 200501 members 
Entering Unmasked Estep 
Score: -43565740.000000 Penalty: 6559.937012
	Iteration 15Q: 3 clusters Score -4.356574e+07 nChanged 7501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358085 members 
Mstep: Class 2 contains 196336 members 
Entering Unmasked Estep 
Score: -43567556.000000 Penalty: 6559.937012
	Iteration 16Q: 3 clusters Score -4.356756e+07 nChanged 6875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362314 members 
Mstep: Class 2 contains 192107 members 
Entering Unmasked Estep 
Score: -43569136.000000 Penalty: 6559.937012
	Iteration 17Q: 3 clusters Score -4.356914e+07 nChanged 6580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366606 members 
Mstep: Class 2 contains 187815 members 
Entering Unmasked Estep 
Score: -43570936.000000 Penalty: 6559.937012
	Iteration 18Q: 3 clusters Score -4.357094e+07 nChanged 6463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371115 members 
Mstep: Class 2 contains 183306 members 
Entering Unmasked Estep 
Score: -43572264.000000 Penalty: 6559.937012
	Iteration 19Q: 3 clusters Score -4.357226e+07 nChanged 6233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375664 members 
Mstep: Class 2 contains 178757 members 
Entering Unmasked Estep 
Score: -43573396.000000 Penalty: 6559.937012
	Iteration 20F: 3 clusters Score -4.35734e+07 nChanged 5953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380187 members 
Mstep: Class 2 contains 174234 members 
Entering Unmasked Estep 
Score: -43575004.000000 Penalty: 6559.937012
	Iteration 21Q: 3 clusters Score -4.3575e+07 nChanged 5978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385013 members 
Mstep: Class 2 contains 169408 members 
Entering Unmasked Estep 
Score: -43576588.000000 Penalty: 6559.937012
	Iteration 22Q: 3 clusters Score -4.357659e+07 nChanged 5859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389990 members 
Mstep: Class 2 contains 164431 members 
Entering Unmasked Estep 
Score: -43578004.000000 Penalty: 6559.937012
	Iteration 23Q: 3 clusters Score -4.3578e+07 nChanged 5890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395226 members 
Mstep: Class 2 contains 159195 members 
Entering Unmasked Estep 
Score: -43579144.000000 Penalty: 6559.937012
	Iteration 24Q: 3 clusters Score -4.357914e+07 nChanged 5807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400591 members 
Mstep: Class 2 contains 153830 members 
Entering Unmasked Estep 
Score: -43580452.000000 Penalty: 6559.937012
	Iteration 25Q: 3 clusters Score -4.358045e+07 nChanged 5643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405922 members 
Mstep: Class 2 contains 148499 members 
Entering Unmasked Estep 
Score: -43582040.000000 Penalty: 6559.937012
	Iteration 26Q: 3 clusters Score -4.358204e+07 nChanged 5606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411320 members 
Mstep: Class 2 contains 143101 members 
Entering Unmasked Estep 
Score: -43583316.000000 Penalty: 6559.937012
	Iteration 27Q: 3 clusters Score -4.358332e+07 nChanged 5506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416720 members 
Mstep: Class 2 contains 137701 members 
Entering Unmasked Estep 
Score: -43584496.000000 Penalty: 6559.937012
	Iteration 28Q: 3 clusters Score -4.35845e+07 nChanged 5434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422120 members 
Mstep: Class 2 contains 132301 members 
Entering Unmasked Estep 
Score: -43585684.000000 Penalty: 6559.937012
	Iteration 29Q: 3 clusters Score -4.358568e+07 nChanged 5556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427662 members 
Mstep: Class 2 contains 126759 members 
Entering Unmasked Estep 
Score: -43586764.000000 Penalty: 6559.937012
	Iteration 30Q: 3 clusters Score -4.358676e+07 nChanged 5574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433230 members 
Mstep: Class 2 contains 121191 members 
Entering Unmasked Estep 
Score: -43587964.000000 Penalty: 6559.937012
	Iteration 31Q: 3 clusters Score -4.358796e+07 nChanged 5699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438923 members 
Mstep: Class 2 contains 115498 members 
Entering Unmasked Estep 
Score: -43589508.000000 Penalty: 6559.937012
	Iteration 32Q: 3 clusters Score -4.358951e+07 nChanged 5832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444755 members 
Mstep: Class 2 contains 109666 members 
Entering Unmasked Estep 
Score: -43590848.000000 Penalty: 6559.937012
	Iteration 33Q: 3 clusters Score -4.359085e+07 nChanged 5913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450668 members 
Mstep: Class 2 contains 103753 members 
Entering Unmasked Estep 
Score: -43592200.000000 Penalty: 6559.937012
	Iteration 34Q: 3 clusters Score -4.35922e+07 nChanged 5912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456580 members 
Mstep: Class 2 contains 97841 members 
Entering Unmasked Estep 
Score: -43593828.000000 Penalty: 6559.937012
	Iteration 35Q: 3 clusters Score -4.359383e+07 nChanged 5924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462504 members 
Mstep: Class 2 contains 91917 members 
Entering Unmasked Estep 
Score: -43595188.000000 Penalty: 6559.937012
	Iteration 36Q: 3 clusters Score -4.359519e+07 nChanged 6107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468611 members 
Mstep: Class 2 contains 85810 members 
Entering Unmasked Estep 
Score: -43596880.000000 Penalty: 6559.937012
	Iteration 37Q: 3 clusters Score -4.359688e+07 nChanged 6271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474882 members 
Mstep: Class 2 contains 79539 members 
Entering Unmasked Estep 
Score: -43598392.000000 Penalty: 6559.937012
	Iteration 38Q: 3 clusters Score -4.359839e+07 nChanged 6365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481247 members 
Mstep: Class 2 contains 73174 members 
Entering Unmasked Estep 
Score: -43600492.000000 Penalty: 6559.937012
	Iteration 39Q: 3 clusters Score -4.360049e+07 nChanged 6429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487674 members 
Mstep: Class 2 contains 66747 members 
Entering Unmasked Estep 
Score: -43602760.000000 Penalty: 6559.937012
	Iteration 40F: 3 clusters Score -4.360276e+07 nChanged 6582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494254 members 
Mstep: Class 2 contains 60167 members 
Entering Unmasked Estep 
Score: -43605512.000000 Penalty: 6559.937012
	Iteration 41Q: 3 clusters Score -4.360551e+07 nChanged 6631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500881 members 
Mstep: Class 2 contains 53540 members 
Entering Unmasked Estep 
Score: -43608292.000000 Penalty: 6559.937012
	Iteration 42Q: 3 clusters Score -4.360829e+07 nChanged 6505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507374 members 
Mstep: Class 2 contains 47047 members 
Entering Unmasked Estep 
Score: -43611440.000000 Penalty: 6559.937012
	Iteration 43Q: 3 clusters Score -4.361144e+07 nChanged 6437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513781 members 
Mstep: Class 2 contains 40640 members 
Entering Unmasked Estep 
Score: -43614668.000000 Penalty: 6559.937012
	Iteration 44Q: 3 clusters Score -4.361467e+07 nChanged 6021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519758 members 
Mstep: Class 2 contains 34663 members 
Entering Unmasked Estep 
Score: -43617936.000000 Penalty: 6559.937012
	Iteration 45Q: 3 clusters Score -4.361794e+07 nChanged 5392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525080 members 
Mstep: Class 2 contains 29341 members 
Entering Unmasked Estep 
Score: -43620908.000000 Penalty: 6559.937012
	Iteration 46Q: 3 clusters Score -4.362091e+07 nChanged 4839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529793 members 
Mstep: Class 2 contains 24628 members 
Entering Unmasked Estep 
Score: -43623876.000000 Penalty: 6559.937012
	Iteration 47Q: 3 clusters Score -4.362388e+07 nChanged 4086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533677 members 
Mstep: Class 2 contains 20744 members 
Entering Unmasked Estep 
Score: -43626620.000000 Penalty: 6559.937012
	Iteration 48Q: 3 clusters Score -4.362662e+07 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536602 members 
Mstep: Class 2 contains 17819 members 
Entering Unmasked Estep 
Score: -43628832.000000 Penalty: 6559.937012
	Iteration 49Q: 3 clusters Score -4.362883e+07 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538671 members 
Mstep: Class 2 contains 15750 members 
Entering Unmasked Estep 
Score: -43630644.000000 Penalty: 6559.937012
	Iteration 50Q: 3 clusters Score -4.363064e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540112 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -43631596.000000 Penalty: 6559.937012
	Iteration 51Q: 3 clusters Score -4.36316e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541161 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -43632376.000000 Penalty: 6559.937012
	Iteration 52Q: 3 clusters Score -4.363238e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541954 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -43632784.000000 Penalty: 6559.937012
	Iteration 53Q: 3 clusters Score -4.363278e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542549 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -43633056.000000 Penalty: 6559.937012
	Iteration 54Q: 3 clusters Score -4.363306e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543002 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -43633316.000000 Penalty: 6559.937012
	Iteration 55Q: 3 clusters Score -4.363332e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543353 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -43633252.000000 Penalty: 6559.937012
	Iteration 56Q: 3 clusters Score -4.363325e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543614 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -43633304.000000 Penalty: 6559.937012
	Iteration 57Q: 3 clusters Score -4.36333e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543836 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -43633328.000000 Penalty: 6559.937012
	Iteration 58Q: 3 clusters Score -4.363333e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544009 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -43633368.000000 Penalty: 6559.937012
	Iteration 59Q: 3 clusters Score -4.363337e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544129 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -43633428.000000 Penalty: 6559.937012
	Iteration 60F: 3 clusters Score -4.363343e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544255 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -43633528.000000 Penalty: 6559.937012
	Iteration 61Q: 3 clusters Score -4.363353e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544364 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -43633536.000000 Penalty: 6559.937012
	Iteration 62Q: 3 clusters Score -4.363354e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544444 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -43633580.000000 Penalty: 6559.937012
	Iteration 63Q: 3 clusters Score -4.363358e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544503 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -43633600.000000 Penalty: 6559.937012
	Iteration 64Q: 3 clusters Score -4.36336e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544552 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -43633612.000000 Penalty: 6559.937012
	Iteration 65Q: 3 clusters Score -4.363361e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544607 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -43633636.000000 Penalty: 6559.937012
	Iteration 66Q: 3 clusters Score -4.363364e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544642 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -43633668.000000 Penalty: 6559.937012
	Iteration 67Q: 3 clusters Score -4.363367e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544667 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -43633672.000000 Penalty: 6559.937012
	Iteration 68Q: 3 clusters Score -4.363367e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544704 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -43633644.000000 Penalty: 6559.937012
	Iteration 69Q: 3 clusters Score -4.363364e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544736 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -43633656.000000 Penalty: 6559.937012
	Iteration 70Q: 3 clusters Score -4.363366e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544758 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -43633680.000000 Penalty: 6559.937012
	Iteration 71Q: 3 clusters Score -4.363368e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544780 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -43633684.000000 Penalty: 6559.937012
	Iteration 72Q: 3 clusters Score -4.363368e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544796 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -43633688.000000 Penalty: 6559.937012
	Iteration 73Q: 3 clusters Score -4.363369e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544812 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -43633668.000000 Penalty: 6559.937012
	Iteration 74Q: 3 clusters Score -4.363367e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544840 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -43633680.000000 Penalty: 6559.937012
	Iteration 75Q: 3 clusters Score -4.363368e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544852 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -43633704.000000 Penalty: 6559.937012
	Iteration 76Q: 3 clusters Score -4.36337e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544860 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -43633692.000000 Penalty: 6559.937012
	Iteration 77Q: 3 clusters Score -4.363369e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544862 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -43633720.000000 Penalty: 6559.937012
	Iteration 78Q: 3 clusters Score -4.363372e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544864 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -43633704.000000 Penalty: 6559.937012
	Iteration 79Q: 3 clusters Score -4.36337e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544867 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -43633708.000000 Penalty: 6559.937012
	Iteration 80F: 3 clusters Score -4.363371e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544868 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -43633712.000000 Penalty: 6559.937012
	Iteration 81Q: 3 clusters Score -4.363371e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544868 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -43633712.000000 Penalty: 6559.937012
	Iteration 82F: 3 clusters Score -4.363371e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 8438 members 
Mstep: Class 3 contains 14041 members 
Mstep: Class 4 contains 9465 members 
Mstep: Class 5 contains 48115 members 
Mstep: Class 6 contains 77202 members 
Mstep: Class 7 contains 10599 members 
Mstep: Class 8 contains 2283 members 
Mstep: Class 9 contains 65505 members 
Mstep: Class 10 contains 17149 members 
Mstep: Class 11 contains 151910 members 
Mstep: Class 12 contains 27558 members 
Mstep: Class 13 contains 6969 members 
Mstep: Class 14 contains 10049 members 
Mstep: Class 15 contains 2604 members 
Mstep: Class 16 contains 45386 members 
Mstep: Class 17 contains 6348 members 
Mstep: Class 18 contains 10757 members 
Mstep: Class 19 contains 37848 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 17670 members 
Mstep: Class 22 contains 10190 members 
Mstep: Class 23 contains 8782 members 
Mstep: Class 24 contains 5321 members 
Mstep: Class 25 contains 29731 members 
Mstep: Class 26 contains 24740 members 
Mstep: Class 27 contains 15968 members 
Mstep: Class 28 contains 128403 members 
Mstep: Class 29 contains 27480 members 
Mstep: Class 30 contains 2324 members 
Mstep: Class 31 contains 2324 members 
Mstep: Class 32 contains 8206 members 
Mstep: Class 33 contains 544868 members 
Mstep: Class 34 contains 62190 members 
Mstep: Class 35 contains 9553 members 
Entering Unmasked Estep 
Score: -111990000.000000 Penalty: 123221.835938
Splitting cluster 33 changes total score from -111990536.000000 to -111990000.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (62190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62190 members 
Entering Unmasked Estep 
Score: -5050920.000000 Penalty: 2737.411377
	Iteration 0F: 2 clusters Score -5050920 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31004 members 
Mstep: Class 2 contains 31186 members 
Entering Unmasked Estep 
Score: -5009175.000000 Penalty: 5474.822754
	Iteration 0F: 3 clusters Score -5009175 nChanged 28893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30055 members 
Mstep: Class 2 contains 32135 members 
Entering Unmasked Estep 
Score: -5025196.500000 Penalty: 5474.822754
	Iteration 1F: 3 clusters Score -5025196 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29499 members 
Mstep: Class 2 contains 32691 members 
Entering Unmasked Estep 
Score: -5025685.500000 Penalty: 5474.822754
	Iteration 2Q: 3 clusters Score -5025686 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28608 members 
Mstep: Class 2 contains 33582 members 
Entering Unmasked Estep 
Score: -5026287.500000 Penalty: 5474.822754
	Iteration 3Q: 3 clusters Score -5026288 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27271 members 
Mstep: Class 2 contains 34919 members 
Entering Unmasked Estep 
Score: -5026990.000000 Penalty: 5474.822754
	Iteration 4Q: 3 clusters Score -5026990 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25313 members 
Mstep: Class 2 contains 36877 members 
Entering Unmasked Estep 
Score: -5028068.000000 Penalty: 5474.822754
	Iteration 5Q: 3 clusters Score -5028068 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22607 members 
Mstep: Class 2 contains 39583 members 
Entering Unmasked Estep 
Score: -5029667.500000 Penalty: 5474.822754
	Iteration 6Q: 3 clusters Score -5029668 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19081 members 
Mstep: Class 2 contains 43109 members 
Entering Unmasked Estep 
Score: -5032036.500000 Penalty: 5474.822754
	Iteration 7F: 3 clusters Score -5032036 nChanged 4371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 47422 members 
Entering Unmasked Estep 
Score: -5035379.000000 Penalty: 5474.822754
	Iteration 8F: 3 clusters Score -5035379 nChanged 4777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 52153 members 
Entering Unmasked Estep 
Score: -5039425.000000 Penalty: 5474.822754
	Iteration 9F: 3 clusters Score -5039425 nChanged 4248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 56385 members 
Entering Unmasked Estep 
Score: -5043339.000000 Penalty: 5474.822754
	Iteration 10F: 3 clusters Score -5043339 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 59412 members 
Entering Unmasked Estep 
Score: -5046169.000000 Penalty: 5474.822754
	Iteration 11Q: 3 clusters Score -5046169 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 60922 members 
Entering Unmasked Estep 
Score: -5047532.500000 Penalty: 5474.822754
	Iteration 12Q: 3 clusters Score -5047532 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 61546 members 
Entering Unmasked Estep 
Score: -5048090.500000 Penalty: 5474.822754
	Iteration 13Q: 3 clusters Score -5048090 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 61753 members 
Entering Unmasked Estep 
Score: -5048287.500000 Penalty: 5474.822754
	Iteration 14Q: 3 clusters Score -5048288 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 61841 members 
Entering Unmasked Estep 
Score: -5048401.500000 Penalty: 5474.822754
	Iteration 15Q: 3 clusters Score -5048402 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 61862 members 
Entering Unmasked Estep 
Score: -5048438.500000 Penalty: 5474.822754
	Iteration 16Q: 3 clusters Score -5048438 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 61879 members 
Entering Unmasked Estep 
Score: -5048469.500000 Penalty: 5474.822754
	Iteration 17Q: 3 clusters Score -5048470 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 61894 members 
Entering Unmasked Estep 
Score: -5048494.500000 Penalty: 5474.822754
	Iteration 18Q: 3 clusters Score -5048494 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 61905 members 
Entering Unmasked Estep 
Score: -5048499.500000 Penalty: 5474.822754
	Iteration 19Q: 3 clusters Score -5048500 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 61911 members 
Entering Unmasked Estep 
Score: -5048510.500000 Penalty: 5474.822754
	Iteration 20F: 3 clusters Score -5048510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 61912 members 
Entering Unmasked Estep 
Score: -5048517.500000 Penalty: 5474.822754
	Iteration 21Q: 3 clusters Score -5048518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 61914 members 
Entering Unmasked Estep 
Score: -5048526.000000 Penalty: 5474.822754
	Iteration 22Q: 3 clusters Score -5048526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 61915 members 
Entering Unmasked Estep 
Score: -5048530.000000 Penalty: 5474.822754
	Iteration 23Q: 3 clusters Score -5048530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 61917 members 
Entering Unmasked Estep 
Score: -5048536.000000 Penalty: 5474.822754
	Iteration 24Q: 3 clusters Score -5048536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 61918 members 
Entering Unmasked Estep 
Score: -5048538.000000 Penalty: 5474.822754
	Iteration 25Q: 3 clusters Score -5048538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 61920 members 
Entering Unmasked Estep 
Score: -5048546.000000 Penalty: 5474.822754
	Iteration 26Q: 3 clusters Score -5048546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 61921 members 
Entering Unmasked Estep 
Score: -5048549.500000 Penalty: 5474.822754
	Iteration 27Q: 3 clusters Score -5048550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 61920 members 
Entering Unmasked Estep 
Score: -5048549.000000 Penalty: 5474.822754
	Iteration 28Q: 3 clusters Score -5048549 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 61920 members 
Entering Unmasked Estep 
Score: -5048549.000000 Penalty: 5474.822754
	Iteration 29F: 3 clusters Score -5048549 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 8438 members 
Mstep: Class 3 contains 14041 members 
Mstep: Class 4 contains 9465 members 
Mstep: Class 5 contains 48115 members 
Mstep: Class 6 contains 77202 members 
Mstep: Class 7 contains 10599 members 
Mstep: Class 8 contains 2283 members 
Mstep: Class 9 contains 65505 members 
Mstep: Class 10 contains 17149 members 
Mstep: Class 11 contains 151910 members 
Mstep: Class 12 contains 27558 members 
Mstep: Class 13 contains 6969 members 
Mstep: Class 14 contains 10049 members 
Mstep: Class 15 contains 2604 members 
Mstep: Class 16 contains 45386 members 
Mstep: Class 17 contains 6348 members 
Mstep: Class 18 contains 10757 members 
Mstep: Class 19 contains 37848 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 17670 members 
Mstep: Class 22 contains 10190 members 
Mstep: Class 23 contains 8782 members 
Mstep: Class 24 contains 5321 members 
Mstep: Class 25 contains 29731 members 
Mstep: Class 26 contains 24740 members 
Mstep: Class 27 contains 15968 members 
Mstep: Class 28 contains 128403 members 
Mstep: Class 29 contains 27480 members 
Mstep: Class 30 contains 2324 members 
Mstep: Class 31 contains 2324 members 
Mstep: Class 32 contains 8206 members 
Mstep: Class 33 contains 554421 members 
Mstep: Class 34 contains 62190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111990576.000000 Penalty: 119701.210938
Iteration 359Q: 35 clusters Score -1.119906e+08 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 8438 members 
Mstep: Class 3 contains 14089 members 
Mstep: Class 4 contains 9482 members 
Mstep: Class 5 contains 48262 members 
Mstep: Class 6 contains 77194 members 
Mstep: Class 7 contains 10580 members 
Mstep: Class 8 contains 2285 members 
Mstep: Class 9 contains 65403 members 
Mstep: Class 10 contains 17143 members 
Mstep: Class 11 contains 151921 members 
Mstep: Class 12 contains 27554 members 
Mstep: Class 13 contains 6958 members 
Mstep: Class 14 contains 10050 members 
Mstep: Class 15 contains 2604 members 
Mstep: Class 16 contains 45382 members 
Mstep: Class 17 contains 6341 members 
Mstep: Class 18 contains 10762 members 
Mstep: Class 19 contains 37872 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 17643 members 
Mstep: Class 22 contains 10192 members 
Mstep: Class 23 contains 8782 members 
Mstep: Class 24 contains 5319 members 
Mstep: Class 25 contains 29740 members 
Mstep: Class 26 contains 24730 members 
Mstep: Class 27 contains 15970 members 
Mstep: Class 28 contains 129136 members 
Mstep: Class 29 contains 27489 members 
Mstep: Class 30 contains 2324 members 
Mstep: Class 31 contains 2323 members 
Mstep: Class 32 contains 8206 members 
Mstep: Class 33 contains 553621 members 
Mstep: Class 34 contains 62181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111990488.000000 Penalty: 119701.210938
Iteration 360F: 35 clusters Score -1.119905e+08 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 8438 members 
Mstep: Class 3 contains 14148 members 
Mstep: Class 4 contains 9502 members 
Mstep: Class 5 contains 48396 members 
Mstep: Class 6 contains 77201 members 
Mstep: Class 7 contains 10564 members 
Mstep: Class 8 contains 2285 members 
Mstep: Class 9 contains 65285 members 
Mstep: Class 10 contains 17125 members 
Mstep: Class 11 contains 151931 members 
Mstep: Class 12 contains 27552 members 
Mstep: Class 13 contains 6947 members 
Mstep: Class 14 contains 10049 members 
Mstep: Class 15 contains 2604 members 
Mstep: Class 16 contains 45380 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 10759 members 
Mstep: Class 19 contains 37889 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 17634 members 
Mstep: Class 22 contains 10191 members 
Mstep: Class 23 contains 8781 members 
Mstep: Class 24 contains 5318 members 
Mstep: Class 25 contains 29752 members 
Mstep: Class 26 contains 24725 members 
Mstep: Class 27 contains 15974 members 
Mstep: Class 28 contains 129876 members 
Mstep: Class 29 contains 27497 members 
Mstep: Class 30 contains 2325 members 
Mstep: Class 31 contains 2325 members 
Mstep: Class 32 contains 8206 members 
Mstep: Class 33 contains 552816 members 
Mstep: Class 34 contains 62162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111990048.000000 Penalty: 119701.210938
Iteration 361Q: 35 clusters Score -1.1199e+08 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 8438 members 
Mstep: Class 3 contains 14212 members 
Mstep: Class 4 contains 9511 members 
Mstep: Class 5 contains 48535 members 
Mstep: Class 6 contains 77213 members 
Mstep: Class 7 contains 10549 members 
Mstep: Class 8 contains 2285 members 
Mstep: Class 9 contains 65179 members 
Mstep: Class 10 contains 17116 members 
Mstep: Class 11 contains 151939 members 
Mstep: Class 12 contains 27550 members 
Mstep: Class 13 contains 6934 members 
Mstep: Class 14 contains 10050 members 
Mstep: Class 15 contains 2604 members 
Mstep: Class 16 contains 45377 members 
Mstep: Class 17 contains 6333 members 
Mstep: Class 18 contains 10755 members 
Mstep: Class 19 contains 37907 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 17624 members 
Mstep: Class 22 contains 10186 members 
Mstep: Class 23 contains 8780 members 
Mstep: Class 24 contains 5317 members 
Mstep: Class 25 contains 29757 members 
Mstep: Class 26 contains 24721 members 
Mstep: Class 27 contains 15974 members 
Mstep: Class 28 contains 130631 members 
Mstep: Class 29 contains 27495 members 
Mstep: Class 30 contains 2325 members 
Mstep: Class 31 contains 2325 members 
Mstep: Class 32 contains 8206 members 
Mstep: Class 33 contains 552010 members 
Mstep: Class 34 contains 62136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111989984.000000 Penalty: 119701.210938
Iteration 362Q: 35 clusters Score -1.1199e+08 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 8438 members 
Mstep: Class 3 contains 14255 members 
Mstep: Class 4 contains 9511 members 
Mstep: Class 5 contains 48670 members 
Mstep: Class 6 contains 77204 members 
Mstep: Class 7 contains 10518 members 
Mstep: Class 8 contains 2285 members 
Mstep: Class 9 contains 65089 members 
Mstep: Class 10 contains 17111 members 
Mstep: Class 11 contains 151946 members 
Mstep: Class 12 contains 27551 members 
Mstep: Class 13 contains 6920 members 
Mstep: Class 14 contains 10049 members 
Mstep: Class 15 contains 2604 members 
Mstep: Class 16 contains 45375 members 
Mstep: Class 17 contains 6321 members 
Mstep: Class 18 contains 10756 members 
Mstep: Class 19 contains 37914 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 17621 members 
Mstep: Class 22 contains 10178 members 
Mstep: Class 23 contains 8779 members 
Mstep: Class 24 contains 5318 members 
Mstep: Class 25 contains 29757 members 
Mstep: Class 26 contains 24721 members 
Mstep: Class 27 contains 15975 members 
Mstep: Class 28 contains 131453 members 
Mstep: Class 29 contains 27499 members 
Mstep: Class 30 contains 2325 members 
Mstep: Class 31 contains 2326 members 
Mstep: Class 32 contains 8206 members 
Mstep: Class 33 contains 551191 members 
Mstep: Class 34 contains 62105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111990224.000000 Penalty: 119701.210938
Iteration 363Q: 35 clusters Score -1.119902e+08 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 8438 members 
Mstep: Class 3 contains 14302 members 
Mstep: Class 4 contains 9499 members 
Mstep: Class 5 contains 48811 members 
Mstep: Class 6 contains 77213 members 
Mstep: Class 7 contains 10498 members 
Mstep: Class 8 contains 2284 members 
Mstep: Class 9 contains 65016 members 
Mstep: Class 10 contains 17105 members 
Mstep: Class 11 contains 151962 members 
Mstep: Class 12 contains 27553 members 
Mstep: Class 13 contains 6908 members 
Mstep: Class 14 contains 10049 members 
Mstep: Class 15 contains 2604 members 
Mstep: Class 16 contains 45373 members 
Mstep: Class 17 contains 6313 members 
Mstep: Class 18 contains 10765 members 
Mstep: Class 19 contains 37928 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 17625 members 
Mstep: Class 22 contains 10179 members 
Mstep: Class 23 contains 8778 members 
Mstep: Class 24 contains 5320 members 
Mstep: Class 25 contains 29756 members 
Mstep: Class 26 contains 24720 members 
Mstep: Class 27 contains 15981 members 
Mstep: Class 28 contains 132234 members 
Mstep: Class 29 contains 27492 members 
Mstep: Class 30 contains 2326 members 
Mstep: Class 31 contains 2326 members 
Mstep: Class 32 contains 8206 members 
Mstep: Class 33 contains 550305 members 
Mstep: Class 34 contains 62100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111990288.000000 Penalty: 119701.210938
Iteration 364Q: 35 clusters Score -1.119903e+08 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 8438 members 
Mstep: Class 3 contains 14364 members 
Mstep: Class 4 contains 9497 members 
Mstep: Class 5 contains 48963 members 
Mstep: Class 6 contains 77215 members 
Mstep: Class 7 contains 10484 members 
Mstep: Class 8 contains 2284 members 
Mstep: Class 9 contains 64915 members 
Mstep: Class 10 contains 17097 members 
Mstep: Class 11 contains 151972 members 
Mstep: Class 12 contains 27550 members 
Mstep: Class 13 contains 6898 members 
Mstep: Class 14 contains 10050 members 
Mstep: Class 15 contains 2604 members 
Mstep: Class 16 contains 45373 members 
Mstep: Class 17 contains 6306 members 
Mstep: Class 18 contains 10770 members 
Mstep: Class 19 contains 37952 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 17627 members 
Mstep: Class 22 contains 10173 members 
Mstep: Class 23 contains 8778 members 
Mstep: Class 24 contains 5320 members 
Mstep: Class 25 contains 29752 members 
Mstep: Class 26 contains 24712 members 
Mstep: Class 27 contains 15990 members 
Mstep: Class 28 contains 133020 members 
Mstep: Class 29 contains 27487 members 
Mstep: Class 30 contains 2326 members 
Mstep: Class 31 contains 2326 members 
Mstep: Class 32 contains 8207 members 
Mstep: Class 33 contains 549445 members 
Mstep: Class 34 contains 62072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111991040.000000 Penalty: 119701.210938
Iteration 365Q: 35 clusters Score -1.11991e+08 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 8438 members 
Mstep: Class 3 contains 14420 members 
Mstep: Class 4 contains 9507 members 
Mstep: Class 5 contains 49108 members 
Mstep: Class 6 contains 77217 members 
Mstep: Class 7 contains 10476 members 
Mstep: Class 8 contains 2283 members 
Mstep: Class 9 contains 64818 members 
Mstep: Class 10 contains 17089 members 
Mstep: Class 11 contains 151989 members 
Mstep: Class 12 contains 27543 members 
Mstep: Class 13 contains 6888 members 
Mstep: Class 14 contains 10049 members 
Mstep: Class 15 contains 2604 members 
Mstep: Class 16 contains 45372 members 
Mstep: Class 17 contains 6296 members 
Mstep: Class 18 contains 10769 members 
Mstep: Class 19 contains 37969 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 17630 members 
Mstep: Class 22 contains 10169 members 
Mstep: Class 23 contains 8777 members 
Mstep: Class 24 contains 5321 members 
Mstep: Class 25 contains 29738 members 
Mstep: Class 26 contains 24703 members 
Mstep: Class 27 contains 16000 members 
Mstep: Class 28 contains 133803 members 
Mstep: Class 29 contains 27488 members 
Mstep: Class 30 contains 2325 members 
Mstep: Class 31 contains 2327 members 
Mstep: Class 32 contains 8208 members 
Mstep: Class 33 contains 548597 members 
Mstep: Class 34 contains 62043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111991184.000000 Penalty: 119701.210938
Iteration 366Q: 35 clusters Score -1.119912e+08 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 8438 members 
Mstep: Class 3 contains 14474 members 
Mstep: Class 4 contains 9504 members 
Mstep: Class 5 contains 49233 members 
Mstep: Class 6 contains 77214 members 
Mstep: Class 7 contains 10464 members 
Mstep: Class 8 contains 2283 members 
Mstep: Class 9 contains 64696 members 
Mstep: Class 10 contains 17083 members 
Mstep: Class 11 contains 152001 members 
Mstep: Class 12 contains 27539 members 
Mstep: Class 13 contains 6878 members 
Mstep: Class 14 contains 10047 members 
Mstep: Class 15 contains 2604 members 
Mstep: Class 16 contains 45374 members 
Mstep: Class 17 contains 6288 members 
Mstep: Class 18 contains 10761 members 
Mstep: Class 19 contains 37984 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 17642 members 
Mstep: Class 22 contains 10160 members 
Mstep: Class 23 contains 8776 members 
Mstep: Class 24 contains 5321 members 
Mstep: Class 25 contains 29739 members 
Mstep: Class 26 contains 24695 members 
Mstep: Class 27 contains 16007 members 
Mstep: Class 28 contains 134599 members 
Mstep: Class 29 contains 27484 members 
Mstep: Class 30 contains 2325 members 
Mstep: Class 31 contains 2327 members 
Mstep: Class 32 contains 8208 members 
Mstep: Class 33 contains 547785 members 
Mstep: Class 34 contains 62029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111991432.000000 Penalty: 119701.210938
Iteration 367Q: 35 clusters Score -1.119914e+08 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 8438 members 
Mstep: Class 3 contains 14530 members 
Mstep: Class 4 contains 9506 members 
Mstep: Class 5 contains 49335 members 
Mstep: Class 6 contains 77207 members 
Mstep: Class 7 contains 10455 members 
Mstep: Class 8 contains 2284 members 
Mstep: Class 9 contains 64565 members 
Mstep: Class 10 contains 17078 members 
Mstep: Class 11 contains 152002 members 
Mstep: Class 12 contains 27536 members 
Mstep: Class 13 contains 6868 members 
Mstep: Class 14 contains 10047 members 
Mstep: Class 15 contains 2604 members 
Mstep: Class 16 contains 45377 members 
Mstep: Class 17 contains 6290 members 
Mstep: Class 18 contains 10765 members 
Mstep: Class 19 contains 38000 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 17650 members 
Mstep: Class 22 contains 10152 members 
Mstep: Class 23 contains 8775 members 
Mstep: Class 24 contains 5323 members 
Mstep: Class 25 contains 29740 members 
Mstep: Class 26 contains 24678 members 
Mstep: Class 27 contains 16006 members 
Mstep: Class 28 contains 135387 members 
Mstep: Class 29 contains 27480 members 
Mstep: Class 30 contains 2325 members 
Mstep: Class 31 contains 2327 members 
Mstep: Class 32 contains 8208 members 
Mstep: Class 33 contains 547010 members 
Mstep: Class 34 contains 62009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111991504.000000 Penalty: 119701.210938
Iteration 368Q: 35 clusters Score -1.119915e+08 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 8438 members 
Mstep: Class 3 contains 14597 members 
Mstep: Class 4 contains 9504 members 
Mstep: Class 5 contains 49441 members 
Mstep: Class 6 contains 77204 members 
Mstep: Class 7 contains 10447 members 
Mstep: Class 8 contains 2284 members 
Mstep: Class 9 contains 64439 members 
Mstep: Class 10 contains 17075 members 
Mstep: Class 11 contains 152005 members 
Mstep: Class 12 contains 27529 members 
Mstep: Class 13 contains 6857 members 
Mstep: Class 14 contains 10048 members 
Mstep: Class 15 contains 2604 members 
Mstep: Class 16 contains 45379 members 
Mstep: Class 17 contains 6288 members 
Mstep: Class 18 contains 10765 members 
Mstep: Class 19 contains 38019 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 17662 members 
Mstep: Class 22 contains 10144 members 
Mstep: Class 23 contains 8774 members 
Mstep: Class 24 contains 5323 members 
Mstep: Class 25 contains 29742 members 
Mstep: Class 26 contains 24674 members 
Mstep: Class 27 contains 16017 members 
Mstep: Class 28 contains 136153 members 
Mstep: Class 29 contains 27472 members 
Mstep: Class 30 contains 2325 members 
Mstep: Class 31 contains 2327 members 
Mstep: Class 32 contains 8208 members 
Mstep: Class 33 contains 546213 members 
Mstep: Class 34 contains 61996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111991496.000000 Penalty: 119701.210938
Iteration 369Q: 35 clusters Score -1.119915e+08 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 8438 members 
Mstep: Class 3 contains 14663 members 
Mstep: Class 4 contains 9496 members 
Mstep: Class 5 contains 49551 members 
Mstep: Class 6 contains 77200 members 
Mstep: Class 7 contains 10436 members 
Mstep: Class 8 contains 2284 members 
Mstep: Class 9 contains 64319 members 
Mstep: Class 10 contains 17071 members 
Mstep: Class 11 contains 152011 members 
Mstep: Class 12 contains 27526 members 
Mstep: Class 13 contains 6849 members 
Mstep: Class 14 contains 10048 members 
Mstep: Class 15 contains 2604 members 
Mstep: Class 16 contains 45377 members 
Mstep: Class 17 contains 6282 members 
Mstep: Class 18 contains 10761 members 
Mstep: Class 19 contains 38025 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 17664 members 
Mstep: Class 22 contains 10132 members 
Mstep: Class 23 contains 8772 members 
Mstep: Class 24 contains 5325 members 
Mstep: Class 25 contains 29736 members 
Mstep: Class 26 contains 24672 members 
Mstep: Class 27 contains 16026 members 
Mstep: Class 28 contains 136942 members 
Mstep: Class 29 contains 27466 members 
Mstep: Class 30 contains 2326 members 
Mstep: Class 31 contains 2327 members 
Mstep: Class 32 contains 8208 members 
Mstep: Class 33 contains 545424 members 
Mstep: Class 34 contains 61990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111991320.000000 Penalty: 119701.210938
Iteration 370Q: 35 clusters Score -1.119913e+08 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 8438 members 
Mstep: Class 3 contains 14727 members 
Mstep: Class 4 contains 9491 members 
Mstep: Class 5 contains 49654 members 
Mstep: Class 6 contains 77196 members 
Mstep: Class 7 contains 10420 members 
Mstep: Class 8 contains 2284 members 
Mstep: Class 9 contains 64192 members 
Mstep: Class 10 contains 17065 members 
Mstep: Class 11 contains 152022 members 
Mstep: Class 12 contains 27522 members 
Mstep: Class 13 contains 6841 members 
Mstep: Class 14 contains 10049 members 
Mstep: Class 15 contains 2604 members 
Mstep: Class 16 contains 45373 members 
Mstep: Class 17 contains 6277 members 
Mstep: Class 18 contains 10764 members 
Mstep: Class 19 contains 38037 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 17662 members 
Mstep: Class 22 contains 10119 members 
Mstep: Class 23 contains 8772 members 
Mstep: Class 24 contains 5326 members 
Mstep: Class 25 contains 29725 members 
Mstep: Class 26 contains 24669 members 
Mstep: Class 27 contains 16030 members 
Mstep: Class 28 contains 137684 members 
Mstep: Class 29 contains 27455 members 
Mstep: Class 30 contains 2326 members 
Mstep: Class 31 contains 2327 members 
Mstep: Class 32 contains 8208 members 
Mstep: Class 33 contains 544714 members 
Mstep: Class 34 contains 61981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111991608.000000 Penalty: 119701.210938
Iteration 371Q: 35 clusters Score -1.119916e+08 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 8438 members 
Mstep: Class 3 contains 14802 members 
Mstep: Class 4 contains 9484 members 
Mstep: Class 5 contains 49738 members 
Mstep: Class 6 contains 77185 members 
Mstep: Class 7 contains 10408 members 
Mstep: Class 8 contains 2284 members 
Mstep: Class 9 contains 64072 members 
Mstep: Class 10 contains 17059 members 
Mstep: Class 11 contains 152025 members 
Mstep: Class 12 contains 27517 members 
Mstep: Class 13 contains 6827 members 
Mstep: Class 14 contains 10049 members 
Mstep: Class 15 contains 2604 members 
Mstep: Class 16 contains 45372 members 
Mstep: Class 17 contains 6265 members 
Mstep: Class 18 contains 10774 members 
Mstep: Class 19 contains 38045 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 17659 members 
Mstep: Class 22 contains 10114 members 
Mstep: Class 23 contains 8772 members 
Mstep: Class 24 contains 5329 members 
Mstep: Class 25 contains 29734 members 
Mstep: Class 26 contains 24665 members 
Mstep: Class 27 contains 16038 members 
Mstep: Class 28 contains 138468 members 
Mstep: Class 29 contains 27450 members 
Mstep: Class 30 contains 2327 members 
Mstep: Class 31 contains 2327 members 
Mstep: Class 32 contains 8208 members 
Mstep: Class 33 contains 543949 members 
Mstep: Class 34 contains 61967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111991600.000000 Penalty: 119701.210938
Iteration 372Q: 35 clusters Score -1.119916e+08 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 8438 members 
Mstep: Class 3 contains 14870 members 
Mstep: Class 4 contains 9479 members 
Mstep: Class 5 contains 49807 members 
Mstep: Class 6 contains 77188 members 
Mstep: Class 7 contains 10396 members 
Mstep: Class 8 contains 2284 members 
Mstep: Class 9 contains 63946 members 
Mstep: Class 10 contains 17052 members 
Mstep: Class 11 contains 152024 members 
Mstep: Class 12 contains 27513 members 
Mstep: Class 13 contains 6813 members 
Mstep: Class 14 contains 10049 members 
Mstep: Class 15 contains 2604 members 
Mstep: Class 16 contains 45370 members 
Mstep: Class 17 contains 6263 members 
Mstep: Class 18 contains 10788 members 
Mstep: Class 19 contains 38058 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 17663 members 
Mstep: Class 22 contains 10104 members 
Mstep: Class 23 contains 8772 members 
Mstep: Class 24 contains 5328 members 
Mstep: Class 25 contains 29740 members 
Mstep: Class 26 contains 24663 members 
Mstep: Class 27 contains 16039 members 
Mstep: Class 28 contains 139272 members 
Mstep: Class 29 contains 27448 members 
Mstep: Class 30 contains 2327 members 
Mstep: Class 31 contains 2328 members 
Mstep: Class 32 contains 8208 members 
Mstep: Class 33 contains 543168 members 
Mstep: Class 34 contains 61953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111991552.000000 Penalty: 119701.210938
Iteration 373Q: 35 clusters Score -1.119916e+08 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 8438 members 
Mstep: Class 3 contains 14953 members 
Mstep: Class 4 contains 9480 members 
Mstep: Class 5 contains 49892 members 
Mstep: Class 6 contains 77191 members 
Mstep: Class 7 contains 10385 members 
Mstep: Class 8 contains 2284 members 
Mstep: Class 9 contains 63842 members 
Mstep: Class 10 contains 17047 members 
Mstep: Class 11 contains 152030 members 
Mstep: Class 12 contains 27511 members 
Mstep: Class 13 contains 6800 members 
Mstep: Class 14 contains 10049 members 
Mstep: Class 15 contains 2604 members 
Mstep: Class 16 contains 45367 members 
Mstep: Class 17 contains 6261 members 
Mstep: Class 18 contains 10800 members 
Mstep: Class 19 contains 38065 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 17663 members 
Mstep: Class 22 contains 10104 members 
Mstep: Class 23 contains 8772 members 
Mstep: Class 24 contains 5328 members 
Mstep: Class 25 contains 29733 members 
Mstep: Class 26 contains 24655 members 
Mstep: Class 27 contains 16044 members 
Mstep: Class 28 contains 140029 members 
Mstep: Class 29 contains 27446 members 
Mstep: Class 30 contains 2327 members 
Mstep: Class 31 contains 2328 members 
Mstep: Class 32 contains 8208 members 
Mstep: Class 33 contains 542386 members 
Mstep: Class 34 contains 61932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111991840.000000 Penalty: 119701.210938
Iteration 374Q: 35 clusters Score -1.119918e+08 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 8437 members 
Mstep: Class 3 contains 15041 members 
Mstep: Class 4 contains 9467 members 
Mstep: Class 5 contains 49975 members 
Mstep: Class 6 contains 77199 members 
Mstep: Class 7 contains 10370 members 
Mstep: Class 8 contains 2285 members 
Mstep: Class 9 contains 63749 members 
Mstep: Class 10 contains 17039 members 
Mstep: Class 11 contains 152030 members 
Mstep: Class 12 contains 27509 members 
Mstep: Class 13 contains 6788 members 
Mstep: Class 14 contains 10049 members 
Mstep: Class 15 contains 2604 members 
Mstep: Class 16 contains 45369 members 
Mstep: Class 17 contains 6262 members 
Mstep: Class 18 contains 10821 members 
Mstep: Class 19 contains 38069 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 17653 members 
Mstep: Class 22 contains 10101 members 
Mstep: Class 23 contains 8772 members 
Mstep: Class 24 contains 5328 members 
Mstep: Class 25 contains 29722 members 
Mstep: Class 26 contains 24646 members 
Mstep: Class 27 contains 16043 members 
Mstep: Class 28 contains 140768 members 
Mstep: Class 29 contains 27450 members 
Mstep: Class 30 contains 2327 members 
Mstep: Class 31 contains 2328 members 
Mstep: Class 32 contains 8208 members 
Mstep: Class 33 contains 541626 members 
Mstep: Class 34 contains 61918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111991760.000000 Penalty: 119701.210938
Iteration 375Q: 35 clusters Score -1.119918e+08 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 8437 members 
Mstep: Class 3 contains 15109 members 
Mstep: Class 4 contains 9452 members 
Mstep: Class 5 contains 50053 members 
Mstep: Class 6 contains 77198 members 
Mstep: Class 7 contains 10356 members 
Mstep: Class 8 contains 2286 members 
Mstep: Class 9 contains 63651 members 
Mstep: Class 10 contains 17031 members 
Mstep: Class 11 contains 152037 members 
Mstep: Class 12 contains 27507 members 
Mstep: Class 13 contains 6781 members 
Mstep: Class 14 contains 10050 members 
Mstep: Class 15 contains 2604 members 
Mstep: Class 16 contains 45369 members 
Mstep: Class 17 contains 6260 members 
Mstep: Class 18 contains 10829 members 
Mstep: Class 19 contains 38078 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 17653 members 
Mstep: Class 22 contains 10106 members 
Mstep: Class 23 contains 8772 members 
Mstep: Class 24 contains 5330 members 
Mstep: Class 25 contains 29721 members 
Mstep: Class 26 contains 24635 members 
Mstep: Class 27 contains 16054 members 
Mstep: Class 28 contains 141449 members 
Mstep: Class 29 contains 27454 members 
Mstep: Class 30 contains 2326 members 
Mstep: Class 31 contains 2329 members 
Mstep: Class 32 contains 8208 members 
Mstep: Class 33 contains 540923 members 
Mstep: Class 34 contains 61906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111991976.000000 Penalty: 119701.210938
Iteration 376Q: 35 clusters Score -1.11992e+08 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 8437 members 
Mstep: Class 3 contains 15187 members 
Mstep: Class 4 contains 9439 members 
Mstep: Class 5 contains 50134 members 
Mstep: Class 6 contains 77193 members 
Mstep: Class 7 contains 10338 members 
Mstep: Class 8 contains 2287 members 
Mstep: Class 9 contains 63570 members 
Mstep: Class 10 contains 17028 members 
Mstep: Class 11 contains 152046 members 
Mstep: Class 12 contains 27504 members 
Mstep: Class 13 contains 6764 members 
Mstep: Class 14 contains 10052 members 
Mstep: Class 15 contains 2604 members 
Mstep: Class 16 contains 45370 members 
Mstep: Class 17 contains 6261 members 
Mstep: Class 18 contains 10829 members 
Mstep: Class 19 contains 38091 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 17651 members 
Mstep: Class 22 contains 10105 members 
Mstep: Class 23 contains 8772 members 
Mstep: Class 24 contains 5331 members 
Mstep: Class 25 contains 29715 members 
Mstep: Class 26 contains 24633 members 
Mstep: Class 27 contains 16068 members 
Mstep: Class 28 contains 142145 members 
Mstep: Class 29 contains 27460 members 
Mstep: Class 30 contains 2326 members 
Mstep: Class 31 contains 2329 members 
Mstep: Class 32 contains 8208 members 
Mstep: Class 33 contains 540173 members 
Mstep: Class 34 contains 61904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111992096.000000 Penalty: 119701.210938
Iteration 377Q: 35 clusters Score -1.119921e+08 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 8437 members 
Mstep: Class 3 contains 15262 members 
Mstep: Class 4 contains 9447 members 
Mstep: Class 5 contains 50219 members 
Mstep: Class 6 contains 77206 members 
Mstep: Class 7 contains 10322 members 
Mstep: Class 8 contains 2287 members 
Mstep: Class 9 contains 63502 members 
Mstep: Class 10 contains 17030 members 
Mstep: Class 11 contains 152054 members 
Mstep: Class 12 contains 27507 members 
Mstep: Class 13 contains 6747 members 
Mstep: Class 14 contains 10052 members 
Mstep: Class 15 contains 2604 members 
Mstep: Class 16 contains 45368 members 
Mstep: Class 17 contains 6264 members 
Mstep: Class 18 contains 10832 members 
Mstep: Class 19 contains 38100 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 17638 members 
Mstep: Class 22 contains 10107 members 
Mstep: Class 23 contains 8772 members 
Mstep: Class 24 contains 5330 members 
Mstep: Class 25 contains 29716 members 
Mstep: Class 26 contains 24639 members 
Mstep: Class 27 contains 16073 members 
Mstep: Class 28 contains 142817 members 
Mstep: Class 29 contains 27464 members 
Mstep: Class 30 contains 2326 members 
Mstep: Class 31 contains 2329 members 
Mstep: Class 32 contains 8208 members 
Mstep: Class 33 contains 539397 members 
Mstep: Class 34 contains 61895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111992056.000000 Penalty: 119701.210938
Iteration 378Q: 35 clusters Score -1.119921e+08 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 8437 members 
Mstep: Class 3 contains 15338 members 
Mstep: Class 4 contains 9445 members 
Mstep: Class 5 contains 50308 members 
Mstep: Class 6 contains 77214 members 
Mstep: Class 7 contains 10308 members 
Mstep: Class 8 contains 2287 members 
Mstep: Class 9 contains 63430 members 
Mstep: Class 10 contains 17035 members 
Mstep: Class 11 contains 152054 members 
Mstep: Class 12 contains 27508 members 
Mstep: Class 13 contains 6731 members 
Mstep: Class 14 contains 10052 members 
Mstep: Class 15 contains 2604 members 
Mstep: Class 16 contains 45369 members 
Mstep: Class 17 contains 6262 members 
Mstep: Class 18 contains 10835 members 
Mstep: Class 19 contains 38102 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 17642 members 
Mstep: Class 22 contains 10103 members 
Mstep: Class 23 contains 8773 members 
Mstep: Class 24 contains 5328 members 
Mstep: Class 25 contains 29722 members 
Mstep: Class 26 contains 24644 members 
Mstep: Class 27 contains 16080 members 
Mstep: Class 28 contains 143484 members 
Mstep: Class 29 contains 27465 members 
Mstep: Class 30 contains 2326 members 
Mstep: Class 31 contains 2329 members 
Mstep: Class 32 contains 8208 members 
Mstep: Class 33 contains 538643 members 
Mstep: Class 34 contains 61882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111992184.000000 Penalty: 119701.210938
Iteration 379Q: 35 clusters Score -1.119922e+08 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 8437 members 
Mstep: Class 3 contains 15436 members 
Mstep: Class 4 contains 9435 members 
Mstep: Class 5 contains 50393 members 
Mstep: Class 6 contains 77219 members 
Mstep: Class 7 contains 10292 members 
Mstep: Class 8 contains 2287 members 
Mstep: Class 9 contains 63369 members 
Mstep: Class 10 contains 17035 members 
Mstep: Class 11 contains 152059 members 
Mstep: Class 12 contains 27513 members 
Mstep: Class 13 contains 6714 members 
Mstep: Class 14 contains 10052 members 
Mstep: Class 15 contains 2604 members 
Mstep: Class 16 contains 45365 members 
Mstep: Class 17 contains 6255 members 
Mstep: Class 18 contains 10833 members 
Mstep: Class 19 contains 38116 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 17638 members 
Mstep: Class 22 contains 10092 members 
Mstep: Class 23 contains 8773 members 
Mstep: Class 24 contains 5332 members 
Mstep: Class 25 contains 29734 members 
Mstep: Class 26 contains 24652 members 
Mstep: Class 27 contains 16085 members 
Mstep: Class 28 contains 144166 members 
Mstep: Class 29 contains 27469 members 
Mstep: Class 30 contains 2326 members 
Mstep: Class 31 contains 2329 members 
Mstep: Class 32 contains 8208 members 
Mstep: Class 33 contains 537851 members 
Mstep: Class 34 contains 61878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111992016.000000 Penalty: 119701.210938
Iteration 380F: 35 clusters Score -1.11992e+08 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 8437 members 
Mstep: Class 3 contains 15541 members 
Mstep: Class 4 contains 9424 members 
Mstep: Class 5 contains 50500 members 
Mstep: Class 6 contains 77216 members 
Mstep: Class 7 contains 10272 members 
Mstep: Class 8 contains 2287 members 
Mstep: Class 9 contains 63292 members 
Mstep: Class 10 contains 17036 members 
Mstep: Class 11 contains 152068 members 
Mstep: Class 12 contains 27516 members 
Mstep: Class 13 contains 6708 members 
Mstep: Class 14 contains 10052 members 
Mstep: Class 15 contains 2604 members 
Mstep: Class 16 contains 45368 members 
Mstep: Class 17 contains 6252 members 
Mstep: Class 18 contains 10831 members 
Mstep: Class 19 contains 38117 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 17636 members 
Mstep: Class 22 contains 10092 members 
Mstep: Class 23 contains 8773 members 
Mstep: Class 24 contains 5333 members 
Mstep: Class 25 contains 29734 members 
Mstep: Class 26 contains 24664 members 
Mstep: Class 27 contains 16083 members 
Mstep: Class 28 contains 144828 members 
Mstep: Class 29 contains 27473 members 
Mstep: Class 30 contains 2326 members 
Mstep: Class 31 contains 2329 members 
Mstep: Class 32 contains 8208 members 
Mstep: Class 33 contains 537067 members 
Mstep: Class 34 contains 61879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111992120.000000 Penalty: 119701.210938
Iteration 381Q: 35 clusters Score -1.119921e+08 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 8436 members 
Mstep: Class 3 contains 15647 members 
Mstep: Class 4 contains 9416 members 
Mstep: Class 5 contains 50613 members 
Mstep: Class 6 contains 77217 members 
Mstep: Class 7 contains 10252 members 
Mstep: Class 8 contains 2287 members 
Mstep: Class 9 contains 63218 members 
Mstep: Class 10 contains 17030 members 
Mstep: Class 11 contains 152080 members 
Mstep: Class 12 contains 27516 members 
Mstep: Class 13 contains 6705 members 
Mstep: Class 14 contains 10052 members 
Mstep: Class 15 contains 2604 members 
Mstep: Class 16 contains 45368 members 
Mstep: Class 17 contains 6247 members 
Mstep: Class 18 contains 10830 members 
Mstep: Class 19 contains 38128 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 17628 members 
Mstep: Class 22 contains 10088 members 
Mstep: Class 23 contains 8773 members 
Mstep: Class 24 contains 5332 members 
Mstep: Class 25 contains 29744 members 
Mstep: Class 26 contains 24665 members 
Mstep: Class 27 contains 16088 members 
Mstep: Class 28 contains 145470 members 
Mstep: Class 29 contains 27476 members 
Mstep: Class 30 contains 2326 members 
Mstep: Class 31 contains 2328 members 
Mstep: Class 32 contains 8208 members 
Mstep: Class 33 contains 536293 members 
Mstep: Class 34 contains 61879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111992176.000000 Penalty: 119701.210938
Iteration 382Q: 35 clusters Score -1.119922e+08 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 8436 members 
Mstep: Class 3 contains 15760 members 
Mstep: Class 4 contains 9412 members 
Mstep: Class 5 contains 50704 members 
Mstep: Class 6 contains 77222 members 
Mstep: Class 7 contains 10233 members 
Mstep: Class 8 contains 2288 members 
Mstep: Class 9 contains 63116 members 
Mstep: Class 10 contains 17021 members 
Mstep: Class 11 contains 152088 members 
Mstep: Class 12 contains 27515 members 
Mstep: Class 13 contains 6700 members 
Mstep: Class 14 contains 10052 members 
Mstep: Class 15 contains 2604 members 
Mstep: Class 16 contains 45368 members 
Mstep: Class 17 contains 6243 members 
Mstep: Class 18 contains 10828 members 
Mstep: Class 19 contains 38140 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 17637 members 
Mstep: Class 22 contains 10086 members 
Mstep: Class 23 contains 8773 members 
Mstep: Class 24 contains 5333 members 
Mstep: Class 25 contains 29745 members 
Mstep: Class 26 contains 24670 members 
Mstep: Class 27 contains 16101 members 
Mstep: Class 28 contains 146122 members 
Mstep: Class 29 contains 27480 members 
Mstep: Class 30 contains 2328 members 
Mstep: Class 31 contains 2328 members 
Mstep: Class 32 contains 8208 members 
Mstep: Class 33 contains 535530 members 
Mstep: Class 34 contains 61875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111992064.000000 Penalty: 119701.210938
Iteration 383Q: 35 clusters Score -1.119921e+08 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 8436 members 
Mstep: Class 3 contains 15872 members 
Mstep: Class 4 contains 9410 members 
Mstep: Class 5 contains 50775 members 
Mstep: Class 6 contains 77214 members 
Mstep: Class 7 contains 10217 members 
Mstep: Class 8 contains 2289 members 
Mstep: Class 9 contains 63006 members 
Mstep: Class 10 contains 17018 members 
Mstep: Class 11 contains 152100 members 
Mstep: Class 12 contains 27517 members 
Mstep: Class 13 contains 6694 members 
Mstep: Class 14 contains 10054 members 
Mstep: Class 15 contains 2604 members 
Mstep: Class 16 contains 45364 members 
Mstep: Class 17 contains 6240 members 
Mstep: Class 18 contains 10820 members 
Mstep: Class 19 contains 38150 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 17637 members 
Mstep: Class 22 contains 10086 members 
Mstep: Class 23 contains 8773 members 
Mstep: Class 24 contains 5334 members 
Mstep: Class 25 contains 29747 members 
Mstep: Class 26 contains 24667 members 
Mstep: Class 27 contains 16108 members 
Mstep: Class 28 contains 146824 members 
Mstep: Class 29 contains 27485 members 
Mstep: Class 30 contains 2328 members 
Mstep: Class 31 contains 2328 members 
Mstep: Class 32 contains 8208 members 
Mstep: Class 33 contains 534765 members 
Mstep: Class 34 contains 61875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111991960.000000 Penalty: 119701.210938
Iteration 384Q: 35 clusters Score -1.11992e+08 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 8436 members 
Mstep: Class 3 contains 15976 members 
Mstep: Class 4 contains 9391 members 
Mstep: Class 5 contains 50851 members 
Mstep: Class 6 contains 77214 members 
Mstep: Class 7 contains 10208 members 
Mstep: Class 8 contains 2290 members 
Mstep: Class 9 contains 62891 members 
Mstep: Class 10 contains 17016 members 
Mstep: Class 11 contains 152103 members 
Mstep: Class 12 contains 27519 members 
Mstep: Class 13 contains 6688 members 
Mstep: Class 14 contains 10054 members 
Mstep: Class 15 contains 2604 members 
Mstep: Class 16 contains 45362 members 
Mstep: Class 17 contains 6235 members 
Mstep: Class 18 contains 10816 members 
Mstep: Class 19 contains 38170 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 17651 members 
Mstep: Class 22 contains 10079 members 
Mstep: Class 23 contains 8773 members 
Mstep: Class 24 contains 5334 members 
Mstep: Class 25 contains 29747 members 
Mstep: Class 26 contains 24670 members 
Mstep: Class 27 contains 16112 members 
Mstep: Class 28 contains 147533 members 
Mstep: Class 29 contains 27486 members 
Mstep: Class 30 contains 2328 members 
Mstep: Class 31 contains 2328 members 
Mstep: Class 32 contains 8207 members 
Mstep: Class 33 contains 534006 members 
Mstep: Class 34 contains 61866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111992040.000000 Penalty: 119701.210938
Iteration 385Q: 35 clusters Score -1.11992e+08 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 8436 members 
Mstep: Class 3 contains 16056 members 
Mstep: Class 4 contains 9372 members 
Mstep: Class 5 contains 50950 members 
Mstep: Class 6 contains 77206 members 
Mstep: Class 7 contains 10189 members 
Mstep: Class 8 contains 2289 members 
Mstep: Class 9 contains 62778 members 
Mstep: Class 10 contains 17007 members 
Mstep: Class 11 contains 152111 members 
Mstep: Class 12 contains 27519 members 
Mstep: Class 13 contains 6685 members 
Mstep: Class 14 contains 10054 members 
Mstep: Class 15 contains 2604 members 
Mstep: Class 16 contains 45362 members 
Mstep: Class 17 contains 6230 members 
Mstep: Class 18 contains 10815 members 
Mstep: Class 19 contains 38181 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 17645 members 
Mstep: Class 22 contains 10075 members 
Mstep: Class 23 contains 8773 members 
Mstep: Class 24 contains 5337 members 
Mstep: Class 25 contains 29759 members 
Mstep: Class 26 contains 24668 members 
Mstep: Class 27 contains 16111 members 
Mstep: Class 28 contains 148261 members 
Mstep: Class 29 contains 27494 members 
Mstep: Class 30 contains 2329 members 
Mstep: Class 31 contains 2328 members 
Mstep: Class 32 contains 8207 members 
Mstep: Class 33 contains 533257 members 
Mstep: Class 34 contains 61855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111992024.000000 Penalty: 119701.210938
Iteration 386Q: 35 clusters Score -1.11992e+08 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 8436 members 
Mstep: Class 3 contains 16137 members 
Mstep: Class 4 contains 9361 members 
Mstep: Class 5 contains 51031 members 
Mstep: Class 6 contains 77194 members 
Mstep: Class 7 contains 10177 members 
Mstep: Class 8 contains 2289 members 
Mstep: Class 9 contains 62670 members 
Mstep: Class 10 contains 17003 members 
Mstep: Class 11 contains 152118 members 
Mstep: Class 12 contains 27519 members 
Mstep: Class 13 contains 6680 members 
Mstep: Class 14 contains 10054 members 
Mstep: Class 15 contains 2604 members 
Mstep: Class 16 contains 45361 members 
Mstep: Class 17 contains 6224 members 
Mstep: Class 18 contains 10817 members 
Mstep: Class 19 contains 38199 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 17639 members 
Mstep: Class 22 contains 10070 members 
Mstep: Class 23 contains 8773 members 
Mstep: Class 24 contains 5337 members 
Mstep: Class 25 contains 29762 members 
Mstep: Class 26 contains 24669 members 
Mstep: Class 27 contains 16109 members 
Mstep: Class 28 contains 148993 members 
Mstep: Class 29 contains 27503 members 
Mstep: Class 30 contains 2329 members 
Mstep: Class 31 contains 2327 members 
Mstep: Class 32 contains 8207 members 
Mstep: Class 33 contains 532507 members 
Mstep: Class 34 contains 61843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111992248.000000 Penalty: 119701.210938
Iteration 387Q: 35 clusters Score -1.119922e+08 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 8436 members 
Mstep: Class 3 contains 16241 members 
Mstep: Class 4 contains 9353 members 
Mstep: Class 5 contains 51102 members 
Mstep: Class 6 contains 77197 members 
Mstep: Class 7 contains 10164 members 
Mstep: Class 8 contains 2289 members 
Mstep: Class 9 contains 62571 members 
Mstep: Class 10 contains 16996 members 
Mstep: Class 11 contains 152122 members 
Mstep: Class 12 contains 27521 members 
Mstep: Class 13 contains 6675 members 
Mstep: Class 14 contains 10053 members 
Mstep: Class 15 contains 2604 members 
Mstep: Class 16 contains 45360 members 
Mstep: Class 17 contains 6216 members 
Mstep: Class 18 contains 10816 members 
Mstep: Class 19 contains 38216 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 17628 members 
Mstep: Class 22 contains 10067 members 
Mstep: Class 23 contains 8773 members 
Mstep: Class 24 contains 5337 members 
Mstep: Class 25 contains 29765 members 
Mstep: Class 26 contains 24673 members 
Mstep: Class 27 contains 16120 members 
Mstep: Class 28 contains 149712 members 
Mstep: Class 29 contains 27512 members 
Mstep: Class 30 contains 2329 members 
Mstep: Class 31 contains 2328 members 
Mstep: Class 32 contains 8208 members 
Mstep: Class 33 contains 531716 members 
Mstep: Class 34 contains 61840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111991976.000000 Penalty: 119701.210938
Iteration 388Q: 35 clusters Score -1.11992e+08 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 8436 members 
Mstep: Class 3 contains 16338 members 
Mstep: Class 4 contains 9353 members 
Mstep: Class 5 contains 51172 members 
Mstep: Class 6 contains 77205 members 
Mstep: Class 7 contains 10150 members 
Mstep: Class 8 contains 2289 members 
Mstep: Class 9 contains 62481 members 
Mstep: Class 10 contains 16992 members 
Mstep: Class 11 contains 152125 members 
Mstep: Class 12 contains 27523 members 
Mstep: Class 13 contains 6671 members 
Mstep: Class 14 contains 10055 members 
Mstep: Class 15 contains 2604 members 
Mstep: Class 16 contains 45358 members 
Mstep: Class 17 contains 6214 members 
Mstep: Class 18 contains 10816 members 
Mstep: Class 19 contains 38224 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 17619 members 
Mstep: Class 22 contains 10068 members 
Mstep: Class 23 contains 8773 members 
Mstep: Class 24 contains 5340 members 
Mstep: Class 25 contains 29772 members 
Mstep: Class 26 contains 24677 members 
Mstep: Class 27 contains 16132 members 
Mstep: Class 28 contains 150467 members 
Mstep: Class 29 contains 27517 members 
Mstep: Class 30 contains 2329 members 
Mstep: Class 31 contains 2328 members 
Mstep: Class 32 contains 8208 members 
Mstep: Class 33 contains 530865 members 
Mstep: Class 34 contains 61837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111992144.000000 Penalty: 119701.210938
Iteration 389Q: 35 clusters Score -1.119921e+08 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 8436 members 
Mstep: Class 3 contains 16436 members 
Mstep: Class 4 contains 9349 members 
Mstep: Class 5 contains 51235 members 
Mstep: Class 6 contains 77212 members 
Mstep: Class 7 contains 10143 members 
Mstep: Class 8 contains 2290 members 
Mstep: Class 9 contains 62373 members 
Mstep: Class 10 contains 16996 members 
Mstep: Class 11 contains 152124 members 
Mstep: Class 12 contains 27524 members 
Mstep: Class 13 contains 6668 members 
Mstep: Class 14 contains 10055 members 
Mstep: Class 15 contains 2604 members 
Mstep: Class 16 contains 45355 members 
Mstep: Class 17 contains 6212 members 
Mstep: Class 18 contains 10822 members 
Mstep: Class 19 contains 38243 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 17619 members 
Mstep: Class 22 contains 10065 members 
Mstep: Class 23 contains 8775 members 
Mstep: Class 24 contains 5341 members 
Mstep: Class 25 contains 29783 members 
Mstep: Class 26 contains 24677 members 
Mstep: Class 27 contains 16148 members 
Mstep: Class 28 contains 151181 members 
Mstep: Class 29 contains 27526 members 
Mstep: Class 30 contains 2328 members 
Mstep: Class 31 contains 2329 members 
Mstep: Class 32 contains 8208 members 
Mstep: Class 33 contains 530053 members 
Mstep: Class 34 contains 61829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111991968.000000 Penalty: 119701.210938
Iteration 390Q: 35 clusters Score -1.11992e+08 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 8436 members 
Mstep: Class 3 contains 16540 members 
Mstep: Class 4 contains 9351 members 
Mstep: Class 5 contains 51302 members 
Mstep: Class 6 contains 77224 members 
Mstep: Class 7 contains 10131 members 
Mstep: Class 8 contains 2291 members 
Mstep: Class 9 contains 62280 members 
Mstep: Class 10 contains 16998 members 
Mstep: Class 11 contains 152126 members 
Mstep: Class 12 contains 27523 members 
Mstep: Class 13 contains 6662 members 
Mstep: Class 14 contains 10054 members 
Mstep: Class 15 contains 2604 members 
Mstep: Class 16 contains 45353 members 
Mstep: Class 17 contains 6211 members 
Mstep: Class 18 contains 10824 members 
Mstep: Class 19 contains 38252 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 17615 members 
Mstep: Class 22 contains 10069 members 
Mstep: Class 23 contains 8775 members 
Mstep: Class 24 contains 5341 members 
Mstep: Class 25 contains 29789 members 
Mstep: Class 26 contains 24685 members 
Mstep: Class 27 contains 16162 members 
Mstep: Class 28 contains 151847 members 
Mstep: Class 29 contains 27535 members 
Mstep: Class 30 contains 2327 members 
Mstep: Class 31 contains 2332 members 
Mstep: Class 32 contains 8208 members 
Mstep: Class 33 contains 529264 members 
Mstep: Class 34 contains 61828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111991976.000000 Penalty: 119701.210938
Iteration 391Q: 35 clusters Score -1.11992e+08 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 8436 members 
Mstep: Class 3 contains 16654 members 
Mstep: Class 4 contains 9352 members 
Mstep: Class 5 contains 51363 members 
Mstep: Class 6 contains 77219 members 
Mstep: Class 7 contains 10117 members 
Mstep: Class 8 contains 2291 members 
Mstep: Class 9 contains 62198 members 
Mstep: Class 10 contains 16997 members 
Mstep: Class 11 contains 152134 members 
Mstep: Class 12 contains 27524 members 
Mstep: Class 13 contains 6656 members 
Mstep: Class 14 contains 10053 members 
Mstep: Class 15 contains 2604 members 
Mstep: Class 16 contains 45352 members 
Mstep: Class 17 contains 6202 members 
Mstep: Class 18 contains 10820 members 
Mstep: Class 19 contains 38266 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 17608 members 
Mstep: Class 22 contains 10070 members 
Mstep: Class 23 contains 8775 members 
Mstep: Class 24 contains 5342 members 
Mstep: Class 25 contains 29793 members 
Mstep: Class 26 contains 24685 members 
Mstep: Class 27 contains 16173 members 
Mstep: Class 28 contains 152477 members 
Mstep: Class 29 contains 27548 members 
Mstep: Class 30 contains 2327 members 
Mstep: Class 31 contains 2334 members 
Mstep: Class 32 contains 8208 members 
Mstep: Class 33 contains 528534 members 
Mstep: Class 34 contains 61826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111991864.000000 Penalty: 119701.210938
Iteration 392Q: 35 clusters Score -1.119919e+08 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 8436 members 
Mstep: Class 3 contains 16764 members 
Mstep: Class 4 contains 9352 members 
Mstep: Class 5 contains 51412 members 
Mstep: Class 6 contains 77220 members 
Mstep: Class 7 contains 10104 members 
Mstep: Class 8 contains 2291 members 
Mstep: Class 9 contains 62104 members 
Mstep: Class 10 contains 17001 members 
Mstep: Class 11 contains 152138 members 
Mstep: Class 12 contains 27524 members 
Mstep: Class 13 contains 6650 members 
Mstep: Class 14 contains 10053 members 
Mstep: Class 15 contains 2605 members 
Mstep: Class 16 contains 45347 members 
Mstep: Class 17 contains 6193 members 
Mstep: Class 18 contains 10812 members 
Mstep: Class 19 contains 38270 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 17611 members 
Mstep: Class 22 contains 10065 members 
Mstep: Class 23 contains 8775 members 
Mstep: Class 24 contains 5344 members 
Mstep: Class 25 contains 29806 members 
Mstep: Class 26 contains 24686 members 
Mstep: Class 27 contains 16185 members 
Mstep: Class 28 contains 153093 members 
Mstep: Class 29 contains 27552 members 
Mstep: Class 30 contains 2327 members 
Mstep: Class 31 contains 2334 members 
Mstep: Class 32 contains 8207 members 
Mstep: Class 33 contains 527851 members 
Mstep: Class 34 contains 61826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111992032.000000 Penalty: 119701.210938
Iteration 393Q: 35 clusters Score -1.11992e+08 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 8436 members 
Mstep: Class 3 contains 16888 members 
Mstep: Class 4 contains 9347 members 
Mstep: Class 5 contains 51459 members 
Mstep: Class 6 contains 77230 members 
Mstep: Class 7 contains 10099 members 
Mstep: Class 8 contains 2290 members 
Mstep: Class 9 contains 62024 members 
Mstep: Class 10 contains 17001 members 
Mstep: Class 11 contains 152138 members 
Mstep: Class 12 contains 27524 members 
Mstep: Class 13 contains 6640 members 
Mstep: Class 14 contains 10052 members 
Mstep: Class 15 contains 2605 members 
Mstep: Class 16 contains 45345 members 
Mstep: Class 17 contains 6185 members 
Mstep: Class 18 contains 10812 members 
Mstep: Class 19 contains 38277 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 17614 members 
Mstep: Class 22 contains 10064 members 
Mstep: Class 23 contains 8775 members 
Mstep: Class 24 contains 5344 members 
Mstep: Class 25 contains 29819 members 
Mstep: Class 26 contains 24690 members 
Mstep: Class 27 contains 16200 members 
Mstep: Class 28 contains 153723 members 
Mstep: Class 29 contains 27562 members 
Mstep: Class 30 contains 2326 members 
Mstep: Class 31 contains 2334 members 
Mstep: Class 32 contains 8207 members 
Mstep: Class 33 contains 527097 members 
Mstep: Class 34 contains 61831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111992160.000000 Penalty: 119701.210938
Iteration 394Q: 35 clusters Score -1.119922e+08 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 8436 members 
Mstep: Class 3 contains 17008 members 
Mstep: Class 4 contains 9348 members 
Mstep: Class 5 contains 51491 members 
Mstep: Class 6 contains 77241 members 
Mstep: Class 7 contains 10089 members 
Mstep: Class 8 contains 2291 members 
Mstep: Class 9 contains 61929 members 
Mstep: Class 10 contains 17006 members 
Mstep: Class 11 contains 152142 members 
Mstep: Class 12 contains 27525 members 
Mstep: Class 13 contains 6632 members 
Mstep: Class 14 contains 10052 members 
Mstep: Class 15 contains 2605 members 
Mstep: Class 16 contains 45346 members 
Mstep: Class 17 contains 6181 members 
Mstep: Class 18 contains 10813 members 
Mstep: Class 19 contains 38277 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 17612 members 
Mstep: Class 22 contains 10066 members 
Mstep: Class 23 contains 8775 members 
Mstep: Class 24 contains 5344 members 
Mstep: Class 25 contains 29823 members 
Mstep: Class 26 contains 24696 members 
Mstep: Class 27 contains 16209 members 
Mstep: Class 28 contains 154372 members 
Mstep: Class 29 contains 27573 members 
Mstep: Class 30 contains 2326 members 
Mstep: Class 31 contains 2335 members 
Mstep: Class 32 contains 8207 members 
Mstep: Class 33 contains 526360 members 
Mstep: Class 34 contains 61828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111992024.000000 Penalty: 119701.210938
Iteration 395Q: 35 clusters Score -1.11992e+08 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 8436 members 
Mstep: Class 3 contains 17123 members 
Mstep: Class 4 contains 9353 members 
Mstep: Class 5 contains 51530 members 
Mstep: Class 6 contains 77243 members 
Mstep: Class 7 contains 10080 members 
Mstep: Class 8 contains 2291 members 
Mstep: Class 9 contains 61847 members 
Mstep: Class 10 contains 17006 members 
Mstep: Class 11 contains 152151 members 
Mstep: Class 12 contains 27527 members 
Mstep: Class 13 contains 6619 members 
Mstep: Class 14 contains 10053 members 
Mstep: Class 15 contains 2605 members 
Mstep: Class 16 contains 45348 members 
Mstep: Class 17 contains 6181 members 
Mstep: Class 18 contains 10809 members 
Mstep: Class 19 contains 38276 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 17608 members 
Mstep: Class 22 contains 10065 members 
Mstep: Class 23 contains 8775 members 
Mstep: Class 24 contains 5344 members 
Mstep: Class 25 contains 29832 members 
Mstep: Class 26 contains 24711 members 
Mstep: Class 27 contains 16219 members 
Mstep: Class 28 contains 154956 members 
Mstep: Class 29 contains 27580 members 
Mstep: Class 30 contains 2326 members 
Mstep: Class 31 contains 2334 members 
Mstep: Class 32 contains 8207 members 
Mstep: Class 33 contains 525686 members 
Mstep: Class 34 contains 61817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111991944.000000 Penalty: 119701.210938
Iteration 396Q: 35 clusters Score -1.119919e+08 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 8436 members 
Mstep: Class 3 contains 17249 members 
Mstep: Class 4 contains 9364 members 
Mstep: Class 5 contains 51572 members 
Mstep: Class 6 contains 77252 members 
Mstep: Class 7 contains 10080 members 
Mstep: Class 8 contains 2291 members 
Mstep: Class 9 contains 61763 members 
Mstep: Class 10 contains 17001 members 
Mstep: Class 11 contains 152165 members 
Mstep: Class 12 contains 27531 members 
Mstep: Class 13 contains 6612 members 
Mstep: Class 14 contains 10053 members 
Mstep: Class 15 contains 2605 members 
Mstep: Class 16 contains 45348 members 
Mstep: Class 17 contains 6178 members 
Mstep: Class 18 contains 10806 members 
Mstep: Class 19 contains 38271 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 17605 members 
Mstep: Class 22 contains 10064 members 
Mstep: Class 23 contains 8775 members 
Mstep: Class 24 contains 5343 members 
Mstep: Class 25 contains 29842 members 
Mstep: Class 26 contains 24716 members 
Mstep: Class 27 contains 16241 members 
Mstep: Class 28 contains 155528 members 
Mstep: Class 29 contains 27584 members 
Mstep: Class 30 contains 2326 members 
Mstep: Class 31 contains 2334 members 
Mstep: Class 32 contains 8207 members 
Mstep: Class 33 contains 524971 members 
Mstep: Class 34 contains 61825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111991968.000000 Penalty: 119701.210938
Iteration 397Q: 35 clusters Score -1.11992e+08 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 8436 members 
Mstep: Class 3 contains 17376 members 
Mstep: Class 4 contains 9369 members 
Mstep: Class 5 contains 51615 members 
Mstep: Class 6 contains 77254 members 
Mstep: Class 7 contains 10077 members 
Mstep: Class 8 contains 2291 members 
Mstep: Class 9 contains 61664 members 
Mstep: Class 10 contains 17005 members 
Mstep: Class 11 contains 152170 members 
Mstep: Class 12 contains 27531 members 
Mstep: Class 13 contains 6605 members 
Mstep: Class 14 contains 10054 members 
Mstep: Class 15 contains 2605 members 
Mstep: Class 16 contains 45350 members 
Mstep: Class 17 contains 6174 members 
Mstep: Class 18 contains 10803 members 
Mstep: Class 19 contains 38260 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 17604 members 
Mstep: Class 22 contains 10069 members 
Mstep: Class 23 contains 8775 members 
Mstep: Class 24 contains 5343 members 
Mstep: Class 25 contains 29854 members 
Mstep: Class 26 contains 24722 members 
Mstep: Class 27 contains 16264 members 
Mstep: Class 28 contains 156101 members 
Mstep: Class 29 contains 27588 members 
Mstep: Class 30 contains 2326 members 
Mstep: Class 31 contains 2334 members 
Mstep: Class 32 contains 8207 members 
Mstep: Class 33 contains 524288 members 
Mstep: Class 34 contains 61824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111992056.000000 Penalty: 119701.210938
Iteration 398Q: 35 clusters Score -1.119921e+08 nChanged 1217
Entering ConstructFrom: 
Score: -111992056.000000 Penalty: 119701.210938
Entering ConstructFrom: 
Trying to split cluster 1 (9615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Entering Unmasked Estep 
Score: -707765.062500 Penalty: 2274.427734
	Iteration 0F: 2 clusters Score -707765.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -700322.187500 Penalty: 4548.855469
	Iteration 0F: 3 clusters Score -700322.2 nChanged 4048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -702648.625000 Penalty: 4548.855469
	Iteration 1F: 3 clusters Score -702648.6 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -703111.375000 Penalty: 4548.855469
	Iteration 2F: 3 clusters Score -703111.4 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -703555.187500 Penalty: 4548.855469
	Iteration 3F: 3 clusters Score -703555.2 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -703972.437500 Penalty: 4548.855469
	Iteration 4F: 3 clusters Score -703972.4 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -704342.437500 Penalty: 4548.855469
	Iteration 5F: 3 clusters Score -704342.4 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -704651.687500 Penalty: 4548.855469
	Iteration 6Q: 3 clusters Score -704651.7 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -704916.187500 Penalty: 4548.855469
	Iteration 7Q: 3 clusters Score -704916.2 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -705170.250000 Penalty: 4548.855469
	Iteration 8Q: 3 clusters Score -705170.2 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -705382.187500 Penalty: 4548.855469
	Iteration 9Q: 3 clusters Score -705382.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -705563.375000 Penalty: 4548.855469
	Iteration 10Q: 3 clusters Score -705563.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -705732.250000 Penalty: 4548.855469
	Iteration 11Q: 3 clusters Score -705732.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -705916.250000 Penalty: 4548.855469
	Iteration 12Q: 3 clusters Score -705916.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -706141.562500 Penalty: 4548.855469
	Iteration 13Q: 3 clusters Score -706141.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -706353.875000 Penalty: 4548.855469
	Iteration 14Q: 3 clusters Score -706353.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -706567.750000 Penalty: 4548.855469
	Iteration 15Q: 3 clusters Score -706567.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -706721.625000 Penalty: 4548.855469
	Iteration 16Q: 3 clusters Score -706721.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -706835.250000 Penalty: 4548.855469
	Iteration 17Q: 3 clusters Score -706835.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -706922.187500 Penalty: 4548.855469
	Iteration 18Q: 3 clusters Score -706922.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -707004.562500 Penalty: 4548.855469
	Iteration 19Q: 3 clusters Score -707004.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -707085.625000 Penalty: 4548.855469
	Iteration 20F: 3 clusters Score -707085.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -707166.750000 Penalty: 4548.855469
	Iteration 21Q: 3 clusters Score -707166.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -707274.687500 Penalty: 4548.855469
	Iteration 22Q: 3 clusters Score -707274.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -707386.625000 Penalty: 4548.855469
	Iteration 23Q: 3 clusters Score -707386.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -707497.312500 Penalty: 4548.855469
	Iteration 24Q: 3 clusters Score -707497.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -707596.375000 Penalty: 4548.855469
	Iteration 25Q: 3 clusters Score -707596.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -707693.937500 Penalty: 4548.855469
	Iteration 26Q: 3 clusters Score -707693.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -707782.812500 Penalty: 4548.855469
	Iteration 27Q: 3 clusters Score -707782.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -707880.062500 Penalty: 4548.855469
	Iteration 28Q: 3 clusters Score -707880.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -707988.437500 Penalty: 4548.855469
	Iteration 29Q: 3 clusters Score -707988.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -708122.500000 Penalty: 4548.855469
	Iteration 30Q: 3 clusters Score -708122.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -708276.875000 Penalty: 4548.855469
	Iteration 31Q: 3 clusters Score -708276.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -708425.312500 Penalty: 4548.855469
	Iteration 32Q: 3 clusters Score -708425.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -708492.750000 Penalty: 4548.855469
	Iteration 33Q: 3 clusters Score -708492.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -708519.375000 Penalty: 4548.855469
	Iteration 34Q: 3 clusters Score -708519.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -708529.375000 Penalty: 4548.855469
	Iteration 35Q: 3 clusters Score -708529.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -708539.562500 Penalty: 4548.855469
	Iteration 36Q: 3 clusters Score -708539.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -708543.000000 Penalty: 4548.855469
	Iteration 37Q: 3 clusters Score -708543 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -708544.562500 Penalty: 4548.855469
	Iteration 38Q: 3 clusters Score -708544.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -708544.875000 Penalty: 4548.855469
	Iteration 39Q: 3 clusters Score -708544.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -708553.000000 Penalty: 4548.855469
	Iteration 40F: 3 clusters Score -708553 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -708555.312500 Penalty: 4548.855469
	Iteration 41Q: 3 clusters Score -708555.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -708557.187500 Penalty: 4548.855469
	Iteration 42Q: 3 clusters Score -708557.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -708558.937500 Penalty: 4548.855469
	Iteration 43Q: 3 clusters Score -708558.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -708559.687500 Penalty: 4548.855469
	Iteration 44Q: 3 clusters Score -708559.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -708561.250000 Penalty: 4548.855469
	Iteration 45Q: 3 clusters Score -708561.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -708561.250000 Penalty: 4548.855469
	Iteration 46F: 3 clusters Score -708561.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 8436 members 
Mstep: Class 3 contains 17513 members 
Mstep: Class 4 contains 9374 members 
Mstep: Class 5 contains 51652 members 
Mstep: Class 6 contains 77252 members 
Mstep: Class 7 contains 10070 members 
Mstep: Class 8 contains 2291 members 
Mstep: Class 9 contains 61548 members 
Mstep: Class 10 contains 16998 members 
Mstep: Class 11 contains 152182 members 
Mstep: Class 12 contains 27532 members 
Mstep: Class 13 contains 6598 members 
Mstep: Class 14 contains 10054 members 
Mstep: Class 15 contains 2605 members 
Mstep: Class 16 contains 45352 members 
Mstep: Class 17 contains 6172 members 
Mstep: Class 18 contains 10800 members 
Mstep: Class 19 contains 38260 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 17600 members 
Mstep: Class 22 contains 10068 members 
Mstep: Class 23 contains 8775 members 
Mstep: Class 24 contains 5346 members 
Mstep: Class 25 contains 29857 members 
Mstep: Class 26 contains 24726 members 
Mstep: Class 27 contains 16290 members 
Mstep: Class 28 contains 156667 members 
Mstep: Class 29 contains 27588 members 
Mstep: Class 30 contains 2326 members 
Mstep: Class 31 contains 2334 members 
Mstep: Class 32 contains 8207 members 
Mstep: Class 33 contains 523649 members 
Mstep: Class 34 contains 61815 members 
Mstep: Class 35 contains 4503 members 
Entering Unmasked Estep 
Score: -111991544.000000 Penalty: 123221.835938
Splitting cluster 1 changes total score from -111992056.000000 to -111991544.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (8436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Entering Unmasked Estep 
Score: -650296.812500 Penalty: 2241.985352
	Iteration 0F: 2 clusters Score -650296.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -643647.312500 Penalty: 4483.970703
	Iteration 0F: 3 clusters Score -643647.3 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -645593.812500 Penalty: 4483.970703
	Iteration 1F: 3 clusters Score -645593.8 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -645946.562500 Penalty: 4483.970703
	Iteration 2F: 3 clusters Score -645946.6 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -646239.562500 Penalty: 4483.970703
	Iteration 3F: 3 clusters Score -646239.6 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -646475.250000 Penalty: 4483.970703
	Iteration 4Q: 3 clusters Score -646475.2 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -646689.500000 Penalty: 4483.970703
	Iteration 5Q: 3 clusters Score -646689.5 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -646845.625000 Penalty: 4483.970703
	Iteration 6Q: 3 clusters Score -646845.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -646971.250000 Penalty: 4483.970703
	Iteration 7Q: 3 clusters Score -646971.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -647072.687500 Penalty: 4483.970703
	Iteration 8Q: 3 clusters Score -647072.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -647161.125000 Penalty: 4483.970703
	Iteration 9Q: 3 clusters Score -647161.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -647237.062500 Penalty: 4483.970703
	Iteration 10Q: 3 clusters Score -647237.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -647302.625000 Penalty: 4483.970703
	Iteration 11Q: 3 clusters Score -647302.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -647378.187500 Penalty: 4483.970703
	Iteration 12Q: 3 clusters Score -647378.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -647457.375000 Penalty: 4483.970703
	Iteration 13Q: 3 clusters Score -647457.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -647557.875000 Penalty: 4483.970703
	Iteration 14Q: 3 clusters Score -647557.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -647685.375000 Penalty: 4483.970703
	Iteration 15Q: 3 clusters Score -647685.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -647816.500000 Penalty: 4483.970703
	Iteration 16Q: 3 clusters Score -647816.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -647959.375000 Penalty: 4483.970703
	Iteration 17Q: 3 clusters Score -647959.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -648117.375000 Penalty: 4483.970703
	Iteration 18Q: 3 clusters Score -648117.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -648257.625000 Penalty: 4483.970703
	Iteration 19Q: 3 clusters Score -648257.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -648419.625000 Penalty: 4483.970703
	Iteration 20F: 3 clusters Score -648419.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -648562.062500 Penalty: 4483.970703
	Iteration 21Q: 3 clusters Score -648562.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -648687.625000 Penalty: 4483.970703
	Iteration 22Q: 3 clusters Score -648687.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -648806.875000 Penalty: 4483.970703
	Iteration 23Q: 3 clusters Score -648806.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -648943.250000 Penalty: 4483.970703
	Iteration 24Q: 3 clusters Score -648943.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -649057.062500 Penalty: 4483.970703
	Iteration 25Q: 3 clusters Score -649057.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -649134.125000 Penalty: 4483.970703
	Iteration 26Q: 3 clusters Score -649134.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -649197.875000 Penalty: 4483.970703
	Iteration 27Q: 3 clusters Score -649197.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -649245.437500 Penalty: 4483.970703
	Iteration 28Q: 3 clusters Score -649245.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -649274.937500 Penalty: 4483.970703
	Iteration 29Q: 3 clusters Score -649274.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -649308.437500 Penalty: 4483.970703
	Iteration 30Q: 3 clusters Score -649308.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -649339.687500 Penalty: 4483.970703
	Iteration 31Q: 3 clusters Score -649339.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -649367.937500 Penalty: 4483.970703
	Iteration 32Q: 3 clusters Score -649367.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -649399.937500 Penalty: 4483.970703
	Iteration 33Q: 3 clusters Score -649399.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -649428.750000 Penalty: 4483.970703
	Iteration 34Q: 3 clusters Score -649428.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -649452.937500 Penalty: 4483.970703
	Iteration 35Q: 3 clusters Score -649452.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -649478.687500 Penalty: 4483.970703
	Iteration 36Q: 3 clusters Score -649478.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -649510.500000 Penalty: 4483.970703
	Iteration 37Q: 3 clusters Score -649510.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -649535.312500 Penalty: 4483.970703
	Iteration 38Q: 3 clusters Score -649535.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -649552.687500 Penalty: 4483.970703
	Iteration 39Q: 3 clusters Score -649552.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -649570.875000 Penalty: 4483.970703
	Iteration 40F: 3 clusters Score -649570.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -649588.437500 Penalty: 4483.970703
	Iteration 41Q: 3 clusters Score -649588.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -649605.000000 Penalty: 4483.970703
	Iteration 42Q: 3 clusters Score -649605 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -649619.750000 Penalty: 4483.970703
	Iteration 43Q: 3 clusters Score -649619.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -649631.000000 Penalty: 4483.970703
	Iteration 44Q: 3 clusters Score -649631 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -649637.062500 Penalty: 4483.970703
	Iteration 45Q: 3 clusters Score -649637.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -649639.437500 Penalty: 4483.970703
	Iteration 46Q: 3 clusters Score -649639.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -649640.562500 Penalty: 4483.970703
	Iteration 47Q: 3 clusters Score -649640.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -649640.000000 Penalty: 4483.970703
	Iteration 48Q: 3 clusters Score -649640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -649640.875000 Penalty: 4483.970703
	Iteration 49Q: 3 clusters Score -649640.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -649639.875000 Penalty: 4483.970703
	Iteration 50Q: 3 clusters Score -649639.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -649640.687500 Penalty: 4483.970703
	Iteration 51Q: 3 clusters Score -649640.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -649642.125000 Penalty: 4483.970703
	Iteration 52Q: 3 clusters Score -649642.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -649642.125000 Penalty: 4483.970703
	Iteration 53F: 3 clusters Score -649642.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (17513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17513 members 
Entering Unmasked Estep 
Score: -1454399.500000 Penalty: 2423.133301
	Iteration 0F: 2 clusters Score -1454400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -1442035.375000 Penalty: 4846.266602
	Iteration 0F: 3 clusters Score -1442035 nChanged 7569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -1445904.750000 Penalty: 4846.266602
	Iteration 1F: 3 clusters Score -1445905 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -1446202.875000 Penalty: 4846.266602
	Iteration 2Q: 3 clusters Score -1446203 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -1446484.000000 Penalty: 4846.266602
	Iteration 3Q: 3 clusters Score -1446484 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -1446754.625000 Penalty: 4846.266602
	Iteration 4Q: 3 clusters Score -1446755 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -1447089.125000 Penalty: 4846.266602
	Iteration 5Q: 3 clusters Score -1447089 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -1447488.500000 Penalty: 4846.266602
	Iteration 6Q: 3 clusters Score -1447488 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -1448038.750000 Penalty: 4846.266602
	Iteration 7F: 3 clusters Score -1448039 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -1448754.250000 Penalty: 4846.266602
	Iteration 8F: 3 clusters Score -1448754 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -1449670.875000 Penalty: 4846.266602
	Iteration 9F: 3 clusters Score -1449671 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 15655 members 
Entering Unmasked Estep 
Score: -1450617.125000 Penalty: 4846.266602
	Iteration 10F: 3 clusters Score -1450617 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 16379 members 
Entering Unmasked Estep 
Score: -1451328.875000 Penalty: 4846.266602
	Iteration 11Q: 3 clusters Score -1451329 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 16839 members 
Entering Unmasked Estep 
Score: -1451786.500000 Penalty: 4846.266602
	Iteration 12Q: 3 clusters Score -1451786 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -1452011.375000 Penalty: 4846.266602
	Iteration 13Q: 3 clusters Score -1452011 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
Score: -1452113.750000 Penalty: 4846.266602
	Iteration 14Q: 3 clusters Score -1452114 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 17181 members 
Entering Unmasked Estep 
Score: -1452169.250000 Penalty: 4846.266602
	Iteration 15Q: 3 clusters Score -1452169 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 17208 members 
Entering Unmasked Estep 
Score: -1452202.000000 Penalty: 4846.266602
	Iteration 16Q: 3 clusters Score -1452202 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 17215 members 
Entering Unmasked Estep 
Score: -1452222.000000 Penalty: 4846.266602
	Iteration 17Q: 3 clusters Score -1452222 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 17222 members 
Entering Unmasked Estep 
Score: -1452231.750000 Penalty: 4846.266602
	Iteration 18Q: 3 clusters Score -1452232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 17225 members 
Entering Unmasked Estep 
Score: -1452244.375000 Penalty: 4846.266602
	Iteration 19Q: 3 clusters Score -1452244 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 17230 members 
Entering Unmasked Estep 
Score: -1452258.750000 Penalty: 4846.266602
	Iteration 20F: 3 clusters Score -1452259 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 17237 members 
Entering Unmasked Estep 
Score: -1452270.875000 Penalty: 4846.266602
	Iteration 21Q: 3 clusters Score -1452271 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 17239 members 
Entering Unmasked Estep 
Score: -1452275.500000 Penalty: 4846.266602
	Iteration 22Q: 3 clusters Score -1452276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 17240 members 
Entering Unmasked Estep 
Score: -1452276.875000 Penalty: 4846.266602
	Iteration 23Q: 3 clusters Score -1452277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 17242 members 
Entering Unmasked Estep 
Score: -1452278.875000 Penalty: 4846.266602
	Iteration 24Q: 3 clusters Score -1452279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -1452279.500000 Penalty: 4846.266602
	Iteration 25Q: 3 clusters Score -1452280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -1452279.500000 Penalty: 4846.266602
	Iteration 26F: 3 clusters Score -1452280 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Entering Unmasked Estep 
Score: -723629.875000 Penalty: 2268.132324
	Iteration 0F: 2 clusters Score -723629.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -716408.437500 Penalty: 4536.264648
	Iteration 0F: 3 clusters Score -716408.4 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -718520.625000 Penalty: 4536.264648
	Iteration 1F: 3 clusters Score -718520.6 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -718836.187500 Penalty: 4536.264648
	Iteration 2F: 3 clusters Score -718836.2 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -719054.375000 Penalty: 4536.264648
	Iteration 3F: 3 clusters Score -719054.4 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -719179.500000 Penalty: 4536.264648
	Iteration 4Q: 3 clusters Score -719179.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -719281.312500 Penalty: 4536.264648
	Iteration 5Q: 3 clusters Score -719281.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -719374.250000 Penalty: 4536.264648
	Iteration 6Q: 3 clusters Score -719374.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -719463.625000 Penalty: 4536.264648
	Iteration 7Q: 3 clusters Score -719463.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -719569.187500 Penalty: 4536.264648
	Iteration 8Q: 3 clusters Score -719569.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -719674.437500 Penalty: 4536.264648
	Iteration 9Q: 3 clusters Score -719674.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -719775.125000 Penalty: 4536.264648
	Iteration 10Q: 3 clusters Score -719775.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -719874.437500 Penalty: 4536.264648
	Iteration 11Q: 3 clusters Score -719874.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -719961.187500 Penalty: 4536.264648
	Iteration 12Q: 3 clusters Score -719961.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -720052.375000 Penalty: 4536.264648
	Iteration 13Q: 3 clusters Score -720052.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -720135.875000 Penalty: 4536.264648
	Iteration 14Q: 3 clusters Score -720135.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -720207.437500 Penalty: 4536.264648
	Iteration 15Q: 3 clusters Score -720207.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -720276.500000 Penalty: 4536.264648
	Iteration 16Q: 3 clusters Score -720276.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -720354.375000 Penalty: 4536.264648
	Iteration 17Q: 3 clusters Score -720354.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -720429.687500 Penalty: 4536.264648
	Iteration 18Q: 3 clusters Score -720429.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -720484.750000 Penalty: 4536.264648
	Iteration 19Q: 3 clusters Score -720484.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -720536.500000 Penalty: 4536.264648
	Iteration 20F: 3 clusters Score -720536.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -720577.687500 Penalty: 4536.264648
	Iteration 21Q: 3 clusters Score -720577.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -720605.812500 Penalty: 4536.264648
	Iteration 22Q: 3 clusters Score -720605.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -720634.687500 Penalty: 4536.264648
	Iteration 23Q: 3 clusters Score -720634.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -720662.062500 Penalty: 4536.264648
	Iteration 24Q: 3 clusters Score -720662.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -720687.187500 Penalty: 4536.264648
	Iteration 25Q: 3 clusters Score -720687.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -720707.187500 Penalty: 4536.264648
	Iteration 26Q: 3 clusters Score -720707.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -720722.562500 Penalty: 4536.264648
	Iteration 27Q: 3 clusters Score -720722.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -720737.125000 Penalty: 4536.264648
	Iteration 28Q: 3 clusters Score -720737.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -720745.062500 Penalty: 4536.264648
	Iteration 29Q: 3 clusters Score -720745.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -720754.937500 Penalty: 4536.264648
	Iteration 30Q: 3 clusters Score -720754.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -720758.250000 Penalty: 4536.264648
	Iteration 31Q: 3 clusters Score -720758.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -720763.750000 Penalty: 4536.264648
	Iteration 32Q: 3 clusters Score -720763.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -720769.187500 Penalty: 4536.264648
	Iteration 33Q: 3 clusters Score -720769.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -720774.062500 Penalty: 4536.264648
	Iteration 34Q: 3 clusters Score -720774.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -720784.375000 Penalty: 4536.264648
	Iteration 35Q: 3 clusters Score -720784.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -720790.437500 Penalty: 4536.264648
	Iteration 36Q: 3 clusters Score -720790.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -720792.375000 Penalty: 4536.264648
	Iteration 37Q: 3 clusters Score -720792.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -720796.625000 Penalty: 4536.264648
	Iteration 38Q: 3 clusters Score -720796.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -720800.500000 Penalty: 4536.264648
	Iteration 39Q: 3 clusters Score -720800.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -720802.062500 Penalty: 4536.264648
	Iteration 40F: 3 clusters Score -720802.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -720804.187500 Penalty: 4536.264648
	Iteration 41Q: 3 clusters Score -720804.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -720805.500000 Penalty: 4536.264648
	Iteration 42Q: 3 clusters Score -720805.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -720809.062500 Penalty: 4536.264648
	Iteration 43Q: 3 clusters Score -720809.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -720809.312500 Penalty: 4536.264648
	Iteration 44Q: 3 clusters Score -720809.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -720811.562500 Penalty: 4536.264648
	Iteration 45Q: 3 clusters Score -720811.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -720811.875000 Penalty: 4536.264648
	Iteration 46Q: 3 clusters Score -720811.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -720813.500000 Penalty: 4536.264648
	Iteration 47Q: 3 clusters Score -720813.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -720813.687500 Penalty: 4536.264648
	Iteration 48Q: 3 clusters Score -720813.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -720815.875000 Penalty: 4536.264648
	Iteration 49Q: 3 clusters Score -720815.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -720815.437500 Penalty: 4536.264648
	Iteration 50Q: 3 clusters Score -720815.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -720817.000000 Penalty: 4536.264648
	Iteration 51Q: 3 clusters Score -720817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -720818.312500 Penalty: 4536.264648
	Iteration 52Q: 3 clusters Score -720818.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -720817.937500 Penalty: 4536.264648
	Iteration 53Q: 3 clusters Score -720817.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -720817.000000 Penalty: 4536.264648
	Iteration 54Q: 3 clusters Score -720817 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -720818.875000 Penalty: 4536.264648
	Iteration 55Q: 3 clusters Score -720818.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -720817.750000 Penalty: 4536.264648
	Iteration 56Q: 3 clusters Score -720817.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -720817.250000 Penalty: 4536.264648
	Iteration 57Q: 3 clusters Score -720817.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -720816.437500 Penalty: 4536.264648
	Iteration 58Q: 3 clusters Score -720816.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -720818.562500 Penalty: 4536.264648
	Iteration 59Q: 3 clusters Score -720818.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -720818.562500 Penalty: 4536.264648
	Iteration 60F: 3 clusters Score -720818.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (51652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51652 members 
Entering Unmasked Estep 
Score: -4038547.000000 Penalty: 2691.366455
	Iteration 0F: 2 clusters Score -4038547 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25916 members 
Mstep: Class 2 contains 25736 members 
Entering Unmasked Estep 
Score: -4003714.500000 Penalty: 5382.732910
	Iteration 0F: 3 clusters Score -4003714 nChanged 23859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26523 members 
Mstep: Class 2 contains 25129 members 
Entering Unmasked Estep 
Score: -4017086.250000 Penalty: 5382.732910
	Iteration 1F: 3 clusters Score -4017086 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26959 members 
Mstep: Class 2 contains 24693 members 
Entering Unmasked Estep 
Score: -4017855.250000 Penalty: 5382.732910
	Iteration 2Q: 3 clusters Score -4017855 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27503 members 
Mstep: Class 2 contains 24149 members 
Entering Unmasked Estep 
Score: -4018824.750000 Penalty: 5382.732910
	Iteration 3Q: 3 clusters Score -4018825 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28155 members 
Mstep: Class 2 contains 23497 members 
Entering Unmasked Estep 
Score: -4020183.250000 Penalty: 5382.732910
	Iteration 4Q: 3 clusters Score -4020183 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28846 members 
Mstep: Class 2 contains 22806 members 
Entering Unmasked Estep 
Score: -4021938.250000 Penalty: 5382.732910
	Iteration 5F: 3 clusters Score -4021938 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29402 members 
Mstep: Class 2 contains 22250 members 
Entering Unmasked Estep 
Score: -4023853.000000 Penalty: 5382.732910
	Iteration 6F: 3 clusters Score -4023853 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29768 members 
Mstep: Class 2 contains 21884 members 
Entering Unmasked Estep 
Score: -4025798.250000 Penalty: 5382.732910
	Iteration 7F: 3 clusters Score -4025798 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30008 members 
Mstep: Class 2 contains 21644 members 
Entering Unmasked Estep 
Score: -4027738.000000 Penalty: 5382.732910
	Iteration 8F: 3 clusters Score -4027738 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30171 members 
Mstep: Class 2 contains 21481 members 
Entering Unmasked Estep 
Score: -4029480.000000 Penalty: 5382.732910
	Iteration 9F: 3 clusters Score -4029480 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30223 members 
Mstep: Class 2 contains 21429 members 
Entering Unmasked Estep 
Score: -4030709.750000 Penalty: 5382.732910
	Iteration 10Q: 3 clusters Score -4030710 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30242 members 
Mstep: Class 2 contains 21410 members 
Entering Unmasked Estep 
Score: -4031727.500000 Penalty: 5382.732910
	Iteration 11Q: 3 clusters Score -4031728 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30219 members 
Mstep: Class 2 contains 21433 members 
Entering Unmasked Estep 
Score: -4032437.250000 Penalty: 5382.732910
	Iteration 12Q: 3 clusters Score -4032437 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30105 members 
Mstep: Class 2 contains 21547 members 
Entering Unmasked Estep 
Score: -4033020.250000 Penalty: 5382.732910
	Iteration 13Q: 3 clusters Score -4033020 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29980 members 
Mstep: Class 2 contains 21672 members 
Entering Unmasked Estep 
Score: -4033462.500000 Penalty: 5382.732910
	Iteration 14Q: 3 clusters Score -4033462 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29835 members 
Mstep: Class 2 contains 21817 members 
Entering Unmasked Estep 
Score: -4033848.750000 Penalty: 5382.732910
	Iteration 15Q: 3 clusters Score -4033849 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29669 members 
Mstep: Class 2 contains 21983 members 
Entering Unmasked Estep 
Score: -4034120.750000 Penalty: 5382.732910
	Iteration 16Q: 3 clusters Score -4034121 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29535 members 
Mstep: Class 2 contains 22117 members 
Entering Unmasked Estep 
Score: -4034373.000000 Penalty: 5382.732910
	Iteration 17Q: 3 clusters Score -4034373 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29408 members 
Mstep: Class 2 contains 22244 members 
Entering Unmasked Estep 
Score: -4034525.250000 Penalty: 5382.732910
	Iteration 18Q: 3 clusters Score -4034525 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29294 members 
Mstep: Class 2 contains 22358 members 
Entering Unmasked Estep 
Score: -4034667.500000 Penalty: 5382.732910
	Iteration 19Q: 3 clusters Score -4034668 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29220 members 
Mstep: Class 2 contains 22432 members 
Entering Unmasked Estep 
Score: -4034738.500000 Penalty: 5382.732910
	Iteration 20F: 3 clusters Score -4034738 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29138 members 
Mstep: Class 2 contains 22514 members 
Entering Unmasked Estep 
Score: -4034813.000000 Penalty: 5382.732910
	Iteration 21Q: 3 clusters Score -4034813 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29068 members 
Mstep: Class 2 contains 22584 members 
Entering Unmasked Estep 
Score: -4034876.750000 Penalty: 5382.732910
	Iteration 22Q: 3 clusters Score -4034877 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28956 members 
Mstep: Class 2 contains 22696 members 
Entering Unmasked Estep 
Score: -4034913.500000 Penalty: 5382.732910
	Iteration 23Q: 3 clusters Score -4034914 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28881 members 
Mstep: Class 2 contains 22771 members 
Entering Unmasked Estep 
Score: -4034944.750000 Penalty: 5382.732910
	Iteration 24Q: 3 clusters Score -4034945 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28830 members 
Mstep: Class 2 contains 22822 members 
Entering Unmasked Estep 
Score: -4034972.500000 Penalty: 5382.732910
	Iteration 25Q: 3 clusters Score -4034972 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28777 members 
Mstep: Class 2 contains 22875 members 
Entering Unmasked Estep 
Score: -4034999.250000 Penalty: 5382.732910
	Iteration 26Q: 3 clusters Score -4034999 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28725 members 
Mstep: Class 2 contains 22927 members 
Entering Unmasked Estep 
Score: -4035005.750000 Penalty: 5382.732910
	Iteration 27Q: 3 clusters Score -4035006 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28664 members 
Mstep: Class 2 contains 22988 members 
Entering Unmasked Estep 
Score: -4035014.000000 Penalty: 5382.732910
	Iteration 28Q: 3 clusters Score -4035014 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28616 members 
Mstep: Class 2 contains 23036 members 
Entering Unmasked Estep 
Score: -4035029.000000 Penalty: 5382.732910
	Iteration 29Q: 3 clusters Score -4035029 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28572 members 
Mstep: Class 2 contains 23080 members 
Entering Unmasked Estep 
Score: -4035026.500000 Penalty: 5382.732910
	Iteration 30Q: 3 clusters Score -4035026 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28541 members 
Mstep: Class 2 contains 23111 members 
Entering Unmasked Estep 
Score: -4035035.750000 Penalty: 5382.732910
	Iteration 31Q: 3 clusters Score -4035036 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28512 members 
Mstep: Class 2 contains 23140 members 
Entering Unmasked Estep 
Score: -4035034.000000 Penalty: 5382.732910
	Iteration 32Q: 3 clusters Score -4035034 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28492 members 
Mstep: Class 2 contains 23160 members 
Entering Unmasked Estep 
Score: -4035045.500000 Penalty: 5382.732910
	Iteration 33Q: 3 clusters Score -4035046 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28462 members 
Mstep: Class 2 contains 23190 members 
Entering Unmasked Estep 
Score: -4035037.750000 Penalty: 5382.732910
	Iteration 34Q: 3 clusters Score -4035038 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28429 members 
Mstep: Class 2 contains 23223 members 
Entering Unmasked Estep 
Score: -4035040.000000 Penalty: 5382.732910
	Iteration 35Q: 3 clusters Score -4035040 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28409 members 
Mstep: Class 2 contains 23243 members 
Entering Unmasked Estep 
Score: -4035040.750000 Penalty: 5382.732910
	Iteration 36Q: 3 clusters Score -4035041 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28401 members 
Mstep: Class 2 contains 23251 members 
Entering Unmasked Estep 
Score: -4035053.500000 Penalty: 5382.732910
	Iteration 37Q: 3 clusters Score -4035054 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28389 members 
Mstep: Class 2 contains 23263 members 
Entering Unmasked Estep 
Score: -4035058.250000 Penalty: 5382.732910
	Iteration 38Q: 3 clusters Score -4035058 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28376 members 
Mstep: Class 2 contains 23276 members 
Entering Unmasked Estep 
Score: -4035060.750000 Penalty: 5382.732910
	Iteration 39Q: 3 clusters Score -4035061 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28361 members 
Mstep: Class 2 contains 23291 members 
Entering Unmasked Estep 
Score: -4035070.750000 Penalty: 5382.732910
	Iteration 40F: 3 clusters Score -4035071 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28352 members 
Mstep: Class 2 contains 23300 members 
Entering Unmasked Estep 
Score: -4035066.000000 Penalty: 5382.732910
	Iteration 41Q: 3 clusters Score -4035066 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28322 members 
Mstep: Class 2 contains 23330 members 
Entering Unmasked Estep 
Score: -4035080.750000 Penalty: 5382.732910
	Iteration 42Q: 3 clusters Score -4035081 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28298 members 
Mstep: Class 2 contains 23354 members 
Entering Unmasked Estep 
Score: -4035085.000000 Penalty: 5382.732910
	Iteration 43Q: 3 clusters Score -4035085 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28286 members 
Mstep: Class 2 contains 23366 members 
Entering Unmasked Estep 
Score: -4035088.000000 Penalty: 5382.732910
	Iteration 44Q: 3 clusters Score -4035088 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28277 members 
Mstep: Class 2 contains 23375 members 
Entering Unmasked Estep 
Score: -4035089.250000 Penalty: 5382.732910
	Iteration 45Q: 3 clusters Score -4035089 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28264 members 
Mstep: Class 2 contains 23388 members 
Entering Unmasked Estep 
Score: -4035098.500000 Penalty: 5382.732910
	Iteration 46Q: 3 clusters Score -4035098 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28252 members 
Mstep: Class 2 contains 23400 members 
Entering Unmasked Estep 
Score: -4035100.750000 Penalty: 5382.732910
	Iteration 47Q: 3 clusters Score -4035101 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28242 members 
Mstep: Class 2 contains 23410 members 
Entering Unmasked Estep 
Score: -4035099.250000 Penalty: 5382.732910
	Iteration 48Q: 3 clusters Score -4035099 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28230 members 
Mstep: Class 2 contains 23422 members 
Entering Unmasked Estep 
Score: -4035097.250000 Penalty: 5382.732910
	Iteration 49Q: 3 clusters Score -4035097 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28221 members 
Mstep: Class 2 contains 23431 members 
Entering Unmasked Estep 
Score: -4035096.500000 Penalty: 5382.732910
	Iteration 50Q: 3 clusters Score -4035096 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28209 members 
Mstep: Class 2 contains 23443 members 
Entering Unmasked Estep 
Score: -4035090.000000 Penalty: 5382.732910
	Iteration 51Q: 3 clusters Score -4035090 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28201 members 
Mstep: Class 2 contains 23451 members 
Entering Unmasked Estep 
Score: -4035094.750000 Penalty: 5382.732910
	Iteration 52Q: 3 clusters Score -4035095 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28199 members 
Mstep: Class 2 contains 23453 members 
Entering Unmasked Estep 
Score: -4035089.500000 Penalty: 5382.732910
	Iteration 53Q: 3 clusters Score -4035090 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28193 members 
Mstep: Class 2 contains 23459 members 
Entering Unmasked Estep 
Score: -4035079.250000 Penalty: 5382.732910
	Iteration 54Q: 3 clusters Score -4035079 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28188 members 
Mstep: Class 2 contains 23464 members 
Entering Unmasked Estep 
Score: -4035085.250000 Penalty: 5382.732910
	Iteration 55Q: 3 clusters Score -4035085 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28178 members 
Mstep: Class 2 contains 23474 members 
Entering Unmasked Estep 
Score: -4035079.250000 Penalty: 5382.732910
	Iteration 56Q: 3 clusters Score -4035079 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28167 members 
Mstep: Class 2 contains 23485 members 
Entering Unmasked Estep 
Score: -4035071.000000 Penalty: 5382.732910
	Iteration 57Q: 3 clusters Score -4035071 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28158 members 
Mstep: Class 2 contains 23494 members 
Entering Unmasked Estep 
Score: -4035072.500000 Penalty: 5382.732910
	Iteration 58Q: 3 clusters Score -4035072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28151 members 
Mstep: Class 2 contains 23501 members 
Entering Unmasked Estep 
Score: -4035069.250000 Penalty: 5382.732910
	Iteration 59Q: 3 clusters Score -4035069 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28143 members 
Mstep: Class 2 contains 23509 members 
Entering Unmasked Estep 
Score: -4035069.250000 Penalty: 5382.732910
	Iteration 60F: 3 clusters Score -4035069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28141 members 
Mstep: Class 2 contains 23511 members 
Entering Unmasked Estep 
Score: -4035076.000000 Penalty: 5382.732910
	Iteration 61Q: 3 clusters Score -4035076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28140 members 
Mstep: Class 2 contains 23512 members 
Entering Unmasked Estep 
Score: -4035077.250000 Penalty: 5382.732910
	Iteration 62Q: 3 clusters Score -4035077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28141 members 
Mstep: Class 2 contains 23511 members 
Entering Unmasked Estep 
Score: -4035069.000000 Penalty: 5382.732910
	Iteration 63Q: 3 clusters Score -4035069 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28138 members 
Mstep: Class 2 contains 23514 members 
Entering Unmasked Estep 
Score: -4035066.500000 Penalty: 5382.732910
	Iteration 64Q: 3 clusters Score -4035066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28136 members 
Mstep: Class 2 contains 23516 members 
Entering Unmasked Estep 
Score: -4035068.750000 Penalty: 5382.732910
	Iteration 65Q: 3 clusters Score -4035069 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28135 members 
Mstep: Class 2 contains 23517 members 
Entering Unmasked Estep 
Score: -4035070.000000 Penalty: 5382.732910
	Iteration 66Q: 3 clusters Score -4035070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28135 members 
Mstep: Class 2 contains 23517 members 
Entering Unmasked Estep 
Score: -4035069.000000 Penalty: 5382.732910
	Iteration 67Q: 3 clusters Score -4035069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28133 members 
Mstep: Class 2 contains 23519 members 
Entering Unmasked Estep 
Score: -4035066.500000 Penalty: 5382.732910
	Iteration 68Q: 3 clusters Score -4035066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28130 members 
Mstep: Class 2 contains 23522 members 
Entering Unmasked Estep 
Score: -4035075.250000 Penalty: 5382.732910
	Iteration 69Q: 3 clusters Score -4035075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28129 members 
Mstep: Class 2 contains 23523 members 
Entering Unmasked Estep 
Score: -4035072.250000 Penalty: 5382.732910
	Iteration 70Q: 3 clusters Score -4035072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28128 members 
Mstep: Class 2 contains 23524 members 
Entering Unmasked Estep 
Score: -4035074.250000 Penalty: 5382.732910
	Iteration 71Q: 3 clusters Score -4035074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28127 members 
Mstep: Class 2 contains 23525 members 
Entering Unmasked Estep 
Score: -4035077.500000 Penalty: 5382.732910
	Iteration 72Q: 3 clusters Score -4035078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28122 members 
Mstep: Class 2 contains 23530 members 
Entering Unmasked Estep 
Score: -4035073.500000 Penalty: 5382.732910
	Iteration 73Q: 3 clusters Score -4035074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28119 members 
Mstep: Class 2 contains 23533 members 
Entering Unmasked Estep 
Score: -4035071.500000 Penalty: 5382.732910
	Iteration 74Q: 3 clusters Score -4035072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28117 members 
Mstep: Class 2 contains 23535 members 
Entering Unmasked Estep 
Score: -4035074.500000 Penalty: 5382.732910
	Iteration 75Q: 3 clusters Score -4035074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28115 members 
Mstep: Class 2 contains 23537 members 
Entering Unmasked Estep 
Score: -4035077.750000 Penalty: 5382.732910
	Iteration 76Q: 3 clusters Score -4035078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28115 members 
Mstep: Class 2 contains 23537 members 
Entering Unmasked Estep 
Score: -4035075.750000 Penalty: 5382.732910
	Iteration 77Q: 3 clusters Score -4035076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28113 members 
Mstep: Class 2 contains 23539 members 
Entering Unmasked Estep 
Score: -4035074.500000 Penalty: 5382.732910
	Iteration 78Q: 3 clusters Score -4035074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28109 members 
Mstep: Class 2 contains 23543 members 
Entering Unmasked Estep 
Score: -4035081.000000 Penalty: 5382.732910
	Iteration 79Q: 3 clusters Score -4035081 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28104 members 
Mstep: Class 2 contains 23548 members 
Entering Unmasked Estep 
Score: -4035083.500000 Penalty: 5382.732910
	Iteration 80F: 3 clusters Score -4035084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28098 members 
Mstep: Class 2 contains 23554 members 
Entering Unmasked Estep 
Score: -4035081.750000 Penalty: 5382.732910
	Iteration 81Q: 3 clusters Score -4035082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28092 members 
Mstep: Class 2 contains 23560 members 
Entering Unmasked Estep 
Score: -4035084.250000 Penalty: 5382.732910
	Iteration 82Q: 3 clusters Score -4035084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28090 members 
Mstep: Class 2 contains 23562 members 
Entering Unmasked Estep 
Score: -4035078.500000 Penalty: 5382.732910
	Iteration 83Q: 3 clusters Score -4035078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28087 members 
Mstep: Class 2 contains 23565 members 
Entering Unmasked Estep 
Score: -4035081.750000 Penalty: 5382.732910
	Iteration 84Q: 3 clusters Score -4035082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28080 members 
Mstep: Class 2 contains 23572 members 
Entering Unmasked Estep 
Score: -4035080.250000 Penalty: 5382.732910
	Iteration 85Q: 3 clusters Score -4035080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28075 members 
Mstep: Class 2 contains 23577 members 
Entering Unmasked Estep 
Score: -4035083.750000 Penalty: 5382.732910
	Iteration 86Q: 3 clusters Score -4035084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28074 members 
Mstep: Class 2 contains 23578 members 
Entering Unmasked Estep 
Score: -4035082.250000 Penalty: 5382.732910
	Iteration 87Q: 3 clusters Score -4035082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28073 members 
Mstep: Class 2 contains 23579 members 
Entering Unmasked Estep 
Score: -4035082.750000 Penalty: 5382.732910
	Iteration 88Q: 3 clusters Score -4035083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28073 members 
Mstep: Class 2 contains 23579 members 
Entering Unmasked Estep 
Score: -4035081.000000 Penalty: 5382.732910
	Iteration 89Q: 3 clusters Score -4035081 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28074 members 
Mstep: Class 2 contains 23578 members 
Entering Unmasked Estep 
Score: -4035078.250000 Penalty: 5382.732910
	Iteration 90Q: 3 clusters Score -4035078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28068 members 
Mstep: Class 2 contains 23584 members 
Entering Unmasked Estep 
Score: -4035081.000000 Penalty: 5382.732910
	Iteration 91Q: 3 clusters Score -4035081 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28062 members 
Mstep: Class 2 contains 23590 members 
Entering Unmasked Estep 
Score: -4035079.000000 Penalty: 5382.732910
	Iteration 92Q: 3 clusters Score -4035079 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28056 members 
Mstep: Class 2 contains 23596 members 
Entering Unmasked Estep 
Score: -4035082.000000 Penalty: 5382.732910
	Iteration 93Q: 3 clusters Score -4035082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28050 members 
Mstep: Class 2 contains 23602 members 
Entering Unmasked Estep 
Score: -4035079.250000 Penalty: 5382.732910
	Iteration 94Q: 3 clusters Score -4035079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28047 members 
Mstep: Class 2 contains 23605 members 
Entering Unmasked Estep 
Score: -4035078.000000 Penalty: 5382.732910
	Iteration 95Q: 3 clusters Score -4035078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28044 members 
Mstep: Class 2 contains 23608 members 
Entering Unmasked Estep 
Score: -4035078.750000 Penalty: 5382.732910
	Iteration 96Q: 3 clusters Score -4035079 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28040 members 
Mstep: Class 2 contains 23612 members 
Entering Unmasked Estep 
Score: -4035077.500000 Penalty: 5382.732910
	Iteration 97Q: 3 clusters Score -4035078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28037 members 
Mstep: Class 2 contains 23615 members 
Entering Unmasked Estep 
Score: -4035080.750000 Penalty: 5382.732910
	Iteration 98Q: 3 clusters Score -4035081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28035 members 
Mstep: Class 2 contains 23617 members 
Entering Unmasked Estep 
Score: -4035079.750000 Penalty: 5382.732910
	Iteration 99Q: 3 clusters Score -4035080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28033 members 
Mstep: Class 2 contains 23619 members 
Entering Unmasked Estep 
Score: -4035079.000000 Penalty: 5382.732910
	Iteration 100F: 3 clusters Score -4035079 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28030 members 
Mstep: Class 2 contains 23622 members 
Entering Unmasked Estep 
Score: -4035072.500000 Penalty: 5382.732910
	Iteration 101Q: 3 clusters Score -4035072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28029 members 
Mstep: Class 2 contains 23623 members 
Entering Unmasked Estep 
Score: -4035075.500000 Penalty: 5382.732910
	Iteration 102Q: 3 clusters Score -4035076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28028 members 
Mstep: Class 2 contains 23624 members 
Entering Unmasked Estep 
Score: -4035076.500000 Penalty: 5382.732910
	Iteration 103Q: 3 clusters Score -4035076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28029 members 
Mstep: Class 2 contains 23623 members 
Entering Unmasked Estep 
Score: -4035076.500000 Penalty: 5382.732910
	Iteration 104Q: 3 clusters Score -4035076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28028 members 
Mstep: Class 2 contains 23624 members 
Entering Unmasked Estep 
Score: -4035075.250000 Penalty: 5382.732910
	Iteration 105Q: 3 clusters Score -4035075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28027 members 
Mstep: Class 2 contains 23625 members 
Entering Unmasked Estep 
Score: -4035074.250000 Penalty: 5382.732910
	Iteration 106Q: 3 clusters Score -4035074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28027 members 
Mstep: Class 2 contains 23625 members 
Entering Unmasked Estep 
Score: -4035074.250000 Penalty: 5382.732910
	Iteration 107F: 3 clusters Score -4035074 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (77252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77252 members 
Entering Unmasked Estep 
Score: -6275008.500000 Penalty: 2791.197510
	Iteration 0F: 2 clusters Score -6275008 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38737 members 
Mstep: Class 2 contains 38515 members 
Entering Unmasked Estep 
Score: -6223097.500000 Penalty: 5582.395020
	Iteration 0F: 3 clusters Score -6223098 nChanged 36229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39578 members 
Mstep: Class 2 contains 37674 members 
Entering Unmasked Estep 
Score: -6243830.500000 Penalty: 5582.395020
	Iteration 1F: 3 clusters Score -6243830 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40140 members 
Mstep: Class 2 contains 37112 members 
Entering Unmasked Estep 
Score: -6244444.500000 Penalty: 5582.395020
	Iteration 2Q: 3 clusters Score -6244444 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41093 members 
Mstep: Class 2 contains 36159 members 
Entering Unmasked Estep 
Score: -6245154.000000 Penalty: 5582.395020
	Iteration 3Q: 3 clusters Score -6245154 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42553 members 
Mstep: Class 2 contains 34699 members 
Entering Unmasked Estep 
Score: -6246174.500000 Penalty: 5582.395020
	Iteration 4Q: 3 clusters Score -6246174 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44733 members 
Mstep: Class 2 contains 32519 members 
Entering Unmasked Estep 
Score: -6247675.500000 Penalty: 5582.395020
	Iteration 5Q: 3 clusters Score -6247676 nChanged 4319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47906 members 
Mstep: Class 2 contains 29346 members 
Entering Unmasked Estep 
Score: -6250062.500000 Penalty: 5582.395020
	Iteration 6F: 3 clusters Score -6250062 nChanged 5234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52168 members 
Mstep: Class 2 contains 25084 members 
Entering Unmasked Estep 
Score: -6253636.500000 Penalty: 5582.395020
	Iteration 7F: 3 clusters Score -6253636 nChanged 5722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57150 members 
Mstep: Class 2 contains 20102 members 
Entering Unmasked Estep 
Score: -6258256.500000 Penalty: 5582.395020
	Iteration 8F: 3 clusters Score -6258256 nChanged 5115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61627 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -6262695.000000 Penalty: 5582.395020
	Iteration 9F: 3 clusters Score -6262695 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65011 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -6266009.500000 Penalty: 5582.395020
	Iteration 10F: 3 clusters Score -6266010 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67292 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -6268057.000000 Penalty: 5582.395020
	Iteration 11Q: 3 clusters Score -6268057 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68843 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -6269254.000000 Penalty: 5582.395020
	Iteration 12Q: 3 clusters Score -6269254 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69970 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -6270187.000000 Penalty: 5582.395020
	Iteration 13Q: 3 clusters Score -6270187 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70851 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -6270854.000000 Penalty: 5582.395020
	Iteration 14Q: 3 clusters Score -6270854 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71564 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -6271333.500000 Penalty: 5582.395020
	Iteration 15Q: 3 clusters Score -6271334 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72162 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -6271649.500000 Penalty: 5582.395020
	Iteration 16Q: 3 clusters Score -6271650 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72644 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -6271874.500000 Penalty: 5582.395020
	Iteration 17Q: 3 clusters Score -6271874 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73056 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -6272035.500000 Penalty: 5582.395020
	Iteration 18Q: 3 clusters Score -6272036 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73399 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -6272150.500000 Penalty: 5582.395020
	Iteration 19Q: 3 clusters Score -6272150 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73690 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -6272261.500000 Penalty: 5582.395020
	Iteration 20F: 3 clusters Score -6272262 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73960 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -6272357.000000 Penalty: 5582.395020
	Iteration 21Q: 3 clusters Score -6272357 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74209 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -6272455.000000 Penalty: 5582.395020
	Iteration 22Q: 3 clusters Score -6272455 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74400 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -6272518.500000 Penalty: 5582.395020
	Iteration 23Q: 3 clusters Score -6272518 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74561 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -6272562.500000 Penalty: 5582.395020
	Iteration 24Q: 3 clusters Score -6272562 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74698 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -6272595.500000 Penalty: 5582.395020
	Iteration 25Q: 3 clusters Score -6272596 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74820 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -6272641.000000 Penalty: 5582.395020
	Iteration 26Q: 3 clusters Score -6272641 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74923 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -6272673.500000 Penalty: 5582.395020
	Iteration 27Q: 3 clusters Score -6272674 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75005 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -6272690.500000 Penalty: 5582.395020
	Iteration 28Q: 3 clusters Score -6272690 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75089 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -6272719.500000 Penalty: 5582.395020
	Iteration 29Q: 3 clusters Score -6272720 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75152 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -6272735.500000 Penalty: 5582.395020
	Iteration 30Q: 3 clusters Score -6272736 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75203 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -6272753.500000 Penalty: 5582.395020
	Iteration 31Q: 3 clusters Score -6272754 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75247 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -6272774.000000 Penalty: 5582.395020
	Iteration 32Q: 3 clusters Score -6272774 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75280 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -6272783.500000 Penalty: 5582.395020
	Iteration 33Q: 3 clusters Score -6272784 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75314 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -6272794.500000 Penalty: 5582.395020
	Iteration 34Q: 3 clusters Score -6272794 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75350 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -6272805.500000 Penalty: 5582.395020
	Iteration 35Q: 3 clusters Score -6272806 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75387 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -6272833.500000 Penalty: 5582.395020
	Iteration 36Q: 3 clusters Score -6272834 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75430 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -6272848.500000 Penalty: 5582.395020
	Iteration 37Q: 3 clusters Score -6272848 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75475 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -6272867.000000 Penalty: 5582.395020
	Iteration 38Q: 3 clusters Score -6272867 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75503 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -6272878.000000 Penalty: 5582.395020
	Iteration 39Q: 3 clusters Score -6272878 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75528 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -6272885.000000 Penalty: 5582.395020
	Iteration 40F: 3 clusters Score -6272885 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75556 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -6272916.000000 Penalty: 5582.395020
	Iteration 41Q: 3 clusters Score -6272916 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75579 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -6272919.500000 Penalty: 5582.395020
	Iteration 42Q: 3 clusters Score -6272920 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75596 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -6272920.500000 Penalty: 5582.395020
	Iteration 43Q: 3 clusters Score -6272920 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75612 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -6272933.000000 Penalty: 5582.395020
	Iteration 44Q: 3 clusters Score -6272933 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75621 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -6272921.000000 Penalty: 5582.395020
	Iteration 45Q: 3 clusters Score -6272921 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75640 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -6272926.500000 Penalty: 5582.395020
	Iteration 46Q: 3 clusters Score -6272926 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75656 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -6272931.000000 Penalty: 5582.395020
	Iteration 47Q: 3 clusters Score -6272931 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75670 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -6272940.500000 Penalty: 5582.395020
	Iteration 48Q: 3 clusters Score -6272940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75678 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -6272939.500000 Penalty: 5582.395020
	Iteration 49Q: 3 clusters Score -6272940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75683 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -6272939.500000 Penalty: 5582.395020
	Iteration 50Q: 3 clusters Score -6272940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75689 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -6272940.500000 Penalty: 5582.395020
	Iteration 51Q: 3 clusters Score -6272940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75693 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -6272922.000000 Penalty: 5582.395020
	Iteration 52Q: 3 clusters Score -6272922 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75704 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -6272936.500000 Penalty: 5582.395020
	Iteration 53Q: 3 clusters Score -6272936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75712 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -6272942.500000 Penalty: 5582.395020
	Iteration 54Q: 3 clusters Score -6272942 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75722 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -6272936.500000 Penalty: 5582.395020
	Iteration 55Q: 3 clusters Score -6272936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75725 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -6272940.500000 Penalty: 5582.395020
	Iteration 56Q: 3 clusters Score -6272940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75726 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -6272940.500000 Penalty: 5582.395020
	Iteration 57Q: 3 clusters Score -6272940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75726 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -6272936.500000 Penalty: 5582.395020
	Iteration 58Q: 3 clusters Score -6272936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75725 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -6272939.000000 Penalty: 5582.395020
	Iteration 59Q: 3 clusters Score -6272939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75722 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -6272942.500000 Penalty: 5582.395020
	Iteration 60F: 3 clusters Score -6272942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75721 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -6272940.500000 Penalty: 5582.395020
	Iteration 61Q: 3 clusters Score -6272940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75721 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -6272944.500000 Penalty: 5582.395020
	Iteration 62Q: 3 clusters Score -6272944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75720 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -6272946.500000 Penalty: 5582.395020
	Iteration 63Q: 3 clusters Score -6272946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75720 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -6272950.500000 Penalty: 5582.395020
	Iteration 64Q: 3 clusters Score -6272950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75721 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -6272947.500000 Penalty: 5582.395020
	Iteration 65Q: 3 clusters Score -6272948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75723 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -6272952.500000 Penalty: 5582.395020
	Iteration 66Q: 3 clusters Score -6272952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75726 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -6272949.500000 Penalty: 5582.395020
	Iteration 67Q: 3 clusters Score -6272950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75727 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -6272951.000000 Penalty: 5582.395020
	Iteration 68Q: 3 clusters Score -6272951 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75729 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -6272952.000000 Penalty: 5582.395020
	Iteration 69Q: 3 clusters Score -6272952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75730 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -6272945.500000 Penalty: 5582.395020
	Iteration 70Q: 3 clusters Score -6272946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75729 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -6272955.500000 Penalty: 5582.395020
	Iteration 71Q: 3 clusters Score -6272956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75729 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -6272958.000000 Penalty: 5582.395020
	Iteration 72Q: 3 clusters Score -6272958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75730 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -6272952.500000 Penalty: 5582.395020
	Iteration 73Q: 3 clusters Score -6272952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75731 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -6272950.000000 Penalty: 5582.395020
	Iteration 74Q: 3 clusters Score -6272950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75732 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -6272950.000000 Penalty: 5582.395020
	Iteration 75Q: 3 clusters Score -6272950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75732 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -6272954.500000 Penalty: 5582.395020
	Iteration 76Q: 3 clusters Score -6272954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75732 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -6272954.500000 Penalty: 5582.395020
	Iteration 77F: 3 clusters Score -6272954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Entering Unmasked Estep 
Score: -820601.812500 Penalty: 2285.894287
	Iteration 0F: 2 clusters Score -820601.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -812839.437500 Penalty: 4571.788574
	Iteration 0F: 3 clusters Score -812839.4 nChanged 4190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -814969.812500 Penalty: 4571.788574
	Iteration 1F: 3 clusters Score -814969.8 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -815273.812500 Penalty: 4571.788574
	Iteration 2F: 3 clusters Score -815273.8 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -815539.562500 Penalty: 4571.788574
	Iteration 3F: 3 clusters Score -815539.6 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -815767.250000 Penalty: 4571.788574
	Iteration 4Q: 3 clusters Score -815767.2 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -815979.812500 Penalty: 4571.788574
	Iteration 5Q: 3 clusters Score -815979.8 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -816205.812500 Penalty: 4571.788574
	Iteration 6Q: 3 clusters Score -816205.8 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -816435.875000 Penalty: 4571.788574
	Iteration 7Q: 3 clusters Score -816435.9 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -816675.187500 Penalty: 4571.788574
	Iteration 8Q: 3 clusters Score -816675.2 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -816948.500000 Penalty: 4571.788574
	Iteration 9Q: 3 clusters Score -816948.5 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -817205.375000 Penalty: 4571.788574
	Iteration 10Q: 3 clusters Score -817205.4 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -817463.500000 Penalty: 4571.788574
	Iteration 11Q: 3 clusters Score -817463.5 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -817697.687500 Penalty: 4571.788574
	Iteration 12Q: 3 clusters Score -817697.7 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -817909.687500 Penalty: 4571.788574
	Iteration 13Q: 3 clusters Score -817909.7 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -818057.000000 Penalty: 4571.788574
	Iteration 14Q: 3 clusters Score -818057 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -818168.562500 Penalty: 4571.788574
	Iteration 15Q: 3 clusters Score -818168.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -818263.750000 Penalty: 4571.788574
	Iteration 16Q: 3 clusters Score -818263.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -818333.000000 Penalty: 4571.788574
	Iteration 17Q: 3 clusters Score -818333 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -818386.375000 Penalty: 4571.788574
	Iteration 18Q: 3 clusters Score -818386.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -818439.750000 Penalty: 4571.788574
	Iteration 19Q: 3 clusters Score -818439.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -818492.500000 Penalty: 4571.788574
	Iteration 20F: 3 clusters Score -818492.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -818525.937500 Penalty: 4571.788574
	Iteration 21Q: 3 clusters Score -818525.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -818560.812500 Penalty: 4571.788574
	Iteration 22Q: 3 clusters Score -818560.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -818583.875000 Penalty: 4571.788574
	Iteration 23Q: 3 clusters Score -818583.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -818607.375000 Penalty: 4571.788574
	Iteration 24Q: 3 clusters Score -818607.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -818620.062500 Penalty: 4571.788574
	Iteration 25Q: 3 clusters Score -818620.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -818632.750000 Penalty: 4571.788574
	Iteration 26Q: 3 clusters Score -818632.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -818641.687500 Penalty: 4571.788574
	Iteration 27Q: 3 clusters Score -818641.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -818650.000000 Penalty: 4571.788574
	Iteration 28Q: 3 clusters Score -818650 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -818657.125000 Penalty: 4571.788574
	Iteration 29Q: 3 clusters Score -818657.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -818660.750000 Penalty: 4571.788574
	Iteration 30Q: 3 clusters Score -818660.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -818661.937500 Penalty: 4571.788574
	Iteration 31Q: 3 clusters Score -818661.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -818667.250000 Penalty: 4571.788574
	Iteration 32Q: 3 clusters Score -818667.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -818667.500000 Penalty: 4571.788574
	Iteration 33Q: 3 clusters Score -818667.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -818669.500000 Penalty: 4571.788574
	Iteration 34Q: 3 clusters Score -818669.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -818670.937500 Penalty: 4571.788574
	Iteration 35Q: 3 clusters Score -818670.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -818676.312500 Penalty: 4571.788574
	Iteration 36Q: 3 clusters Score -818676.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -818679.000000 Penalty: 4571.788574
	Iteration 37Q: 3 clusters Score -818679 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -818680.625000 Penalty: 4571.788574
	Iteration 38Q: 3 clusters Score -818680.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -818684.500000 Penalty: 4571.788574
	Iteration 39Q: 3 clusters Score -818684.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -818688.500000 Penalty: 4571.788574
	Iteration 40F: 3 clusters Score -818688.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -818691.687500 Penalty: 4571.788574
	Iteration 41Q: 3 clusters Score -818691.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -818692.312500 Penalty: 4571.788574
	Iteration 42Q: 3 clusters Score -818692.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -818691.750000 Penalty: 4571.788574
	Iteration 43Q: 3 clusters Score -818691.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -818693.937500 Penalty: 4571.788574
	Iteration 44Q: 3 clusters Score -818693.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -818693.937500 Penalty: 4571.788574
	Iteration 45Q: 3 clusters Score -818693.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -818695.125000 Penalty: 4571.788574
	Iteration 46Q: 3 clusters Score -818695.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -818695.875000 Penalty: 4571.788574
	Iteration 47Q: 3 clusters Score -818695.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -818695.125000 Penalty: 4571.788574
	Iteration 48Q: 3 clusters Score -818695.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -818696.812500 Penalty: 4571.788574
	Iteration 49Q: 3 clusters Score -818696.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -818696.812500 Penalty: 4571.788574
	Iteration 50F: 3 clusters Score -818696.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Entering Unmasked Estep 
Score: -148396.109375 Penalty: 1918.712402
	Iteration 0F: 2 clusters Score -148396.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -145712.984375 Penalty: 3837.424805
	Iteration 0F: 3 clusters Score -145713 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -146502.000000 Penalty: 3837.424805
	Iteration 1F: 3 clusters Score -146502 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -146843.500000 Penalty: 3837.424805
	Iteration 2F: 3 clusters Score -146843.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -147082.859375 Penalty: 3837.424805
	Iteration 3F: 3 clusters Score -147082.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -147201.515625 Penalty: 3837.424805
	Iteration 4Q: 3 clusters Score -147201.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -147295.109375 Penalty: 3837.424805
	Iteration 5Q: 3 clusters Score -147295.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -147376.984375 Penalty: 3837.424805
	Iteration 6Q: 3 clusters Score -147377 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -147441.343750 Penalty: 3837.424805
	Iteration 7Q: 3 clusters Score -147441.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -147492.921875 Penalty: 3837.424805
	Iteration 8Q: 3 clusters Score -147492.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -147516.109375 Penalty: 3837.424805
	Iteration 9Q: 3 clusters Score -147516.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -147532.125000 Penalty: 3837.424805
	Iteration 10Q: 3 clusters Score -147532.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -147552.453125 Penalty: 3837.424805
	Iteration 11Q: 3 clusters Score -147552.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -147567.828125 Penalty: 3837.424805
	Iteration 12Q: 3 clusters Score -147567.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -147583.625000 Penalty: 3837.424805
	Iteration 13Q: 3 clusters Score -147583.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -147591.703125 Penalty: 3837.424805
	Iteration 14Q: 3 clusters Score -147591.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -147595.625000 Penalty: 3837.424805
	Iteration 15Q: 3 clusters Score -147595.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -147603.250000 Penalty: 3837.424805
	Iteration 16Q: 3 clusters Score -147603.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -147612.359375 Penalty: 3837.424805
	Iteration 17Q: 3 clusters Score -147612.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -147623.203125 Penalty: 3837.424805
	Iteration 18Q: 3 clusters Score -147623.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -147637.671875 Penalty: 3837.424805
	Iteration 19Q: 3 clusters Score -147637.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -147652.796875 Penalty: 3837.424805
	Iteration 20F: 3 clusters Score -147652.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -147663.375000 Penalty: 3837.424805
	Iteration 21Q: 3 clusters Score -147663.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -147673.984375 Penalty: 3837.424805
	Iteration 22Q: 3 clusters Score -147674 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -147686.046875 Penalty: 3837.424805
	Iteration 23Q: 3 clusters Score -147686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -147689.921875 Penalty: 3837.424805
	Iteration 24Q: 3 clusters Score -147689.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -147692.109375 Penalty: 3837.424805
	Iteration 25Q: 3 clusters Score -147692.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -147692.828125 Penalty: 3837.424805
	Iteration 26Q: 3 clusters Score -147692.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -147693.296875 Penalty: 3837.424805
	Iteration 27Q: 3 clusters Score -147693.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -147693.734375 Penalty: 3837.424805
	Iteration 28Q: 3 clusters Score -147693.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -147693.734375 Penalty: 3837.424805
	Iteration 29F: 3 clusters Score -147693.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (61548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61548 members 
Entering Unmasked Estep 
Score: -4827026.000000 Penalty: 2734.837891
	Iteration 0F: 2 clusters Score -4827026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30993 members 
Mstep: Class 2 contains 30555 members 
Entering Unmasked Estep 
Score: -4785634.500000 Penalty: 5469.675781
	Iteration 0F: 3 clusters Score -4785634 nChanged 28834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32939 members 
Mstep: Class 2 contains 28609 members 
Entering Unmasked Estep 
Score: -4801783.500000 Penalty: 5469.675781
	Iteration 1F: 3 clusters Score -4801784 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34231 members 
Mstep: Class 2 contains 27317 members 
Entering Unmasked Estep 
Score: -4802705.500000 Penalty: 5469.675781
	Iteration 2Q: 3 clusters Score -4802706 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36029 members 
Mstep: Class 2 contains 25519 members 
Entering Unmasked Estep 
Score: -4803769.500000 Penalty: 5469.675781
	Iteration 3Q: 3 clusters Score -4803770 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38498 members 
Mstep: Class 2 contains 23050 members 
Entering Unmasked Estep 
Score: -4805248.000000 Penalty: 5469.675781
	Iteration 4Q: 3 clusters Score -4805248 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41800 members 
Mstep: Class 2 contains 19748 members 
Entering Unmasked Estep 
Score: -4807447.500000 Penalty: 5469.675781
	Iteration 5F: 3 clusters Score -4807448 nChanged 4250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45972 members 
Mstep: Class 2 contains 15576 members 
Entering Unmasked Estep 
Score: -4810562.500000 Penalty: 5469.675781
	Iteration 6F: 3 clusters Score -4810562 nChanged 4762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50714 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -4814692.500000 Penalty: 5469.675781
	Iteration 7F: 3 clusters Score -4814692 nChanged 4555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55263 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -4818920.500000 Penalty: 5469.675781
	Iteration 8F: 3 clusters Score -4818920 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58468 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -4821937.000000 Penalty: 5469.675781
	Iteration 9F: 3 clusters Score -4821937 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60147 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -4823497.500000 Penalty: 5469.675781
	Iteration 10Q: 3 clusters Score -4823498 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60852 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -4824124.500000 Penalty: 5469.675781
	Iteration 11Q: 3 clusters Score -4824124 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61095 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -4824372.000000 Penalty: 5469.675781
	Iteration 12Q: 3 clusters Score -4824372 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61192 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -4824487.000000 Penalty: 5469.675781
	Iteration 13Q: 3 clusters Score -4824487 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61242 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -4824566.500000 Penalty: 5469.675781
	Iteration 14Q: 3 clusters Score -4824566 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61267 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -4824601.500000 Penalty: 5469.675781
	Iteration 15Q: 3 clusters Score -4824602 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61275 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -4824634.500000 Penalty: 5469.675781
	Iteration 16Q: 3 clusters Score -4824634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61281 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -4824639.500000 Penalty: 5469.675781
	Iteration 17Q: 3 clusters Score -4824640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61283 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -4824657.000000 Penalty: 5469.675781
	Iteration 18Q: 3 clusters Score -4824657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61285 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -4824658.000000 Penalty: 5469.675781
	Iteration 19Q: 3 clusters Score -4824658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61288 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -4824663.500000 Penalty: 5469.675781
	Iteration 20F: 3 clusters Score -4824664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61289 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -4824666.000000 Penalty: 5469.675781
	Iteration 21Q: 3 clusters Score -4824666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61290 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -4824669.500000 Penalty: 5469.675781
	Iteration 22Q: 3 clusters Score -4824670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61291 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -4824670.500000 Penalty: 5469.675781
	Iteration 23Q: 3 clusters Score -4824670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61291 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -4824670.500000 Penalty: 5469.675781
	Iteration 24F: 3 clusters Score -4824670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (16998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16998 members 
Entering Unmasked Estep 
Score: -1347971.375000 Penalty: 2415.731201
	Iteration 0F: 2 clusters Score -1347971 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -1335823.750000 Penalty: 4831.462402
	Iteration 0F: 3 clusters Score -1335824 nChanged 7363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -1339781.375000 Penalty: 4831.462402
	Iteration 1F: 3 clusters Score -1339781 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -1340231.750000 Penalty: 4831.462402
	Iteration 2F: 3 clusters Score -1340232 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1340674.250000 Penalty: 4831.462402
	Iteration 3F: 3 clusters Score -1340674 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -1341094.250000 Penalty: 4831.462402
	Iteration 4Q: 3 clusters Score -1341094 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -1341550.750000 Penalty: 4831.462402
	Iteration 5Q: 3 clusters Score -1341551 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1342050.125000 Penalty: 4831.462402
	Iteration 6F: 3 clusters Score -1342050 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1342561.000000 Penalty: 4831.462402
	Iteration 7F: 3 clusters Score -1342561 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1343161.625000 Penalty: 4831.462402
	Iteration 8F: 3 clusters Score -1343162 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1343887.250000 Penalty: 4831.462402
	Iteration 9F: 3 clusters Score -1343887 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1344607.750000 Penalty: 4831.462402
	Iteration 10Q: 3 clusters Score -1344608 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1345198.125000 Penalty: 4831.462402
	Iteration 11Q: 3 clusters Score -1345198 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1345666.500000 Penalty: 4831.462402
	Iteration 12Q: 3 clusters Score -1345666 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1345957.250000 Penalty: 4831.462402
	Iteration 13Q: 3 clusters Score -1345957 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1346159.875000 Penalty: 4831.462402
	Iteration 14Q: 3 clusters Score -1346160 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1346298.000000 Penalty: 4831.462402
	Iteration 15Q: 3 clusters Score -1346298 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1346390.500000 Penalty: 4831.462402
	Iteration 16Q: 3 clusters Score -1346390 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1346456.625000 Penalty: 4831.462402
	Iteration 17Q: 3 clusters Score -1346457 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1346503.500000 Penalty: 4831.462402
	Iteration 18Q: 3 clusters Score -1346504 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1346536.500000 Penalty: 4831.462402
	Iteration 19Q: 3 clusters Score -1346536 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1346565.875000 Penalty: 4831.462402
	Iteration 20F: 3 clusters Score -1346566 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1346583.750000 Penalty: 4831.462402
	Iteration 21Q: 3 clusters Score -1346584 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1346604.375000 Penalty: 4831.462402
	Iteration 22Q: 3 clusters Score -1346604 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1346620.750000 Penalty: 4831.462402
	Iteration 23Q: 3 clusters Score -1346621 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1346629.250000 Penalty: 4831.462402
	Iteration 24Q: 3 clusters Score -1346629 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1346637.500000 Penalty: 4831.462402
	Iteration 25Q: 3 clusters Score -1346638 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1346642.125000 Penalty: 4831.462402
	Iteration 26Q: 3 clusters Score -1346642 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1346658.375000 Penalty: 4831.462402
	Iteration 27Q: 3 clusters Score -1346658 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1346669.000000 Penalty: 4831.462402
	Iteration 28Q: 3 clusters Score -1346669 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1346676.500000 Penalty: 4831.462402
	Iteration 29Q: 3 clusters Score -1346676 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1346688.125000 Penalty: 4831.462402
	Iteration 30Q: 3 clusters Score -1346688 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1346692.875000 Penalty: 4831.462402
	Iteration 31Q: 3 clusters Score -1346693 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1346700.125000 Penalty: 4831.462402
	Iteration 32Q: 3 clusters Score -1346700 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1346705.375000 Penalty: 4831.462402
	Iteration 33Q: 3 clusters Score -1346705 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1346714.625000 Penalty: 4831.462402
	Iteration 34Q: 3 clusters Score -1346715 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1346715.500000 Penalty: 4831.462402
	Iteration 35Q: 3 clusters Score -1346716 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1346722.000000 Penalty: 4831.462402
	Iteration 36Q: 3 clusters Score -1346722 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1346727.875000 Penalty: 4831.462402
	Iteration 37Q: 3 clusters Score -1346728 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1346735.250000 Penalty: 4831.462402
	Iteration 38Q: 3 clusters Score -1346735 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1346738.875000 Penalty: 4831.462402
	Iteration 39Q: 3 clusters Score -1346739 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1346740.375000 Penalty: 4831.462402
	Iteration 40F: 3 clusters Score -1346740 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1346745.750000 Penalty: 4831.462402
	Iteration 41Q: 3 clusters Score -1346746 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1346748.750000 Penalty: 4831.462402
	Iteration 42Q: 3 clusters Score -1346749 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1346748.500000 Penalty: 4831.462402
	Iteration 43Q: 3 clusters Score -1346748 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -1346754.250000 Penalty: 4831.462402
	Iteration 44Q: 3 clusters Score -1346754 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1346757.750000 Penalty: 4831.462402
	Iteration 45Q: 3 clusters Score -1346758 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -1346759.375000 Penalty: 4831.462402
	Iteration 46Q: 3 clusters Score -1346759 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1346761.000000 Penalty: 4831.462402
	Iteration 47Q: 3 clusters Score -1346761 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1346762.500000 Penalty: 4831.462402
	Iteration 48Q: 3 clusters Score -1346762 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1346768.875000 Penalty: 4831.462402
	Iteration 49Q: 3 clusters Score -1346769 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1346767.625000 Penalty: 4831.462402
	Iteration 50Q: 3 clusters Score -1346768 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1346770.125000 Penalty: 4831.462402
	Iteration 51Q: 3 clusters Score -1346770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1346772.375000 Penalty: 4831.462402
	Iteration 52Q: 3 clusters Score -1346772 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1346771.750000 Penalty: 4831.462402
	Iteration 53Q: 3 clusters Score -1346772 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1346770.250000 Penalty: 4831.462402
	Iteration 54Q: 3 clusters Score -1346770 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1346773.750000 Penalty: 4831.462402
	Iteration 55Q: 3 clusters Score -1346774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1346775.375000 Penalty: 4831.462402
	Iteration 56Q: 3 clusters Score -1346775 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1346772.875000 Penalty: 4831.462402
	Iteration 57Q: 3 clusters Score -1346773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1346771.625000 Penalty: 4831.462402
	Iteration 58Q: 3 clusters Score -1346772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1346770.625000 Penalty: 4831.462402
	Iteration 59Q: 3 clusters Score -1346771 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1346772.125000 Penalty: 4831.462402
	Iteration 60F: 3 clusters Score -1346772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1346772.125000 Penalty: 4831.462402
	Iteration 61Q: 3 clusters Score -1346772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1346770.875000 Penalty: 4831.462402
	Iteration 62Q: 3 clusters Score -1346771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1346772.375000 Penalty: 4831.462402
	Iteration 63Q: 3 clusters Score -1346772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1346772.375000 Penalty: 4831.462402
	Iteration 64F: 3 clusters Score -1346772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (152182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152182 members 
Entering Unmasked Estep 
Score: -12201741.000000 Penalty: 2959.342529
	Iteration 0F: 2 clusters Score -1.220174e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76128 members 
Mstep: Class 2 contains 76054 members 
Entering Unmasked Estep 
Score: -12099530.000000 Penalty: 5918.685059
	Iteration 0F: 3 clusters Score -1.209953e+07 nChanged 72787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76935 members 
Mstep: Class 2 contains 75247 members 
Entering Unmasked Estep 
Score: -12142367.000000 Penalty: 5918.685059
	Iteration 1F: 3 clusters Score -1.214237e+07 nChanged 4982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77355 members 
Mstep: Class 2 contains 74827 members 
Entering Unmasked Estep 
Score: -12143636.000000 Penalty: 5918.685059
	Iteration 2Q: 3 clusters Score -1.214364e+07 nChanged 5064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77869 members 
Mstep: Class 2 contains 74313 members 
Entering Unmasked Estep 
Score: -12145083.000000 Penalty: 5918.685059
	Iteration 3Q: 3 clusters Score -1.214508e+07 nChanged 5243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78542 members 
Mstep: Class 2 contains 73640 members 
Entering Unmasked Estep 
Score: -12146665.000000 Penalty: 5918.685059
	Iteration 4Q: 3 clusters Score -1.214666e+07 nChanged 5390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79378 members 
Mstep: Class 2 contains 72804 members 
Entering Unmasked Estep 
Score: -12148177.000000 Penalty: 5918.685059
	Iteration 5Q: 3 clusters Score -1.214818e+07 nChanged 5388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80386 members 
Mstep: Class 2 contains 71796 members 
Entering Unmasked Estep 
Score: -12149786.000000 Penalty: 5918.685059
	Iteration 6Q: 3 clusters Score -1.214979e+07 nChanged 5499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81807 members 
Mstep: Class 2 contains 70375 members 
Entering Unmasked Estep 
Score: -12151567.000000 Penalty: 5918.685059
	Iteration 7Q: 3 clusters Score -1.215157e+07 nChanged 5900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83595 members 
Mstep: Class 2 contains 68587 members 
Entering Unmasked Estep 
Score: -12153867.000000 Penalty: 5918.685059
	Iteration 8Q: 3 clusters Score -1.215387e+07 nChanged 6491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85666 members 
Mstep: Class 2 contains 66516 members 
Entering Unmasked Estep 
Score: -12156672.000000 Penalty: 5918.685059
	Iteration 9Q: 3 clusters Score -1.215667e+07 nChanged 7110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87990 members 
Mstep: Class 2 contains 64192 members 
Entering Unmasked Estep 
Score: -12160668.000000 Penalty: 5918.685059
	Iteration 10Q: 3 clusters Score -1.216067e+07 nChanged 7741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90245 members 
Mstep: Class 2 contains 61937 members 
Entering Unmasked Estep 
Score: -12165594.000000 Penalty: 5918.685059
	Iteration 11F: 3 clusters Score -1.216559e+07 nChanged 7430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92051 members 
Mstep: Class 2 contains 60131 members 
Entering Unmasked Estep 
Score: -12169831.000000 Penalty: 5918.685059
	Iteration 12Q: 3 clusters Score -1.216983e+07 nChanged 5815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93580 members 
Mstep: Class 2 contains 58602 members 
Entering Unmasked Estep 
Score: -12171861.000000 Penalty: 5918.685059
	Iteration 13Q: 3 clusters Score -1.217186e+07 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95028 members 
Mstep: Class 2 contains 57154 members 
Entering Unmasked Estep 
Score: -12172808.000000 Penalty: 5918.685059
	Iteration 14Q: 3 clusters Score -1.217281e+07 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96479 members 
Mstep: Class 2 contains 55703 members 
Entering Unmasked Estep 
Score: -12173259.000000 Penalty: 5918.685059
	Iteration 15Q: 3 clusters Score -1.217326e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98090 members 
Mstep: Class 2 contains 54092 members 
Entering Unmasked Estep 
Score: -12173600.000000 Penalty: 5918.685059
	Iteration 16Q: 3 clusters Score -1.21736e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99761 members 
Mstep: Class 2 contains 52421 members 
Entering Unmasked Estep 
Score: -12173913.000000 Penalty: 5918.685059
	Iteration 17Q: 3 clusters Score -1.217391e+07 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101579 members 
Mstep: Class 2 contains 50603 members 
Entering Unmasked Estep 
Score: -12174358.000000 Penalty: 5918.685059
	Iteration 18Q: 3 clusters Score -1.217436e+07 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103550 members 
Mstep: Class 2 contains 48632 members 
Entering Unmasked Estep 
Score: -12174819.000000 Penalty: 5918.685059
	Iteration 19Q: 3 clusters Score -1.217482e+07 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105696 members 
Mstep: Class 2 contains 46486 members 
Entering Unmasked Estep 
Score: -12175435.000000 Penalty: 5918.685059
	Iteration 20F: 3 clusters Score -1.217544e+07 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108009 members 
Mstep: Class 2 contains 44173 members 
Entering Unmasked Estep 
Score: -12176024.000000 Penalty: 5918.685059
	Iteration 21Q: 3 clusters Score -1.217602e+07 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110445 members 
Mstep: Class 2 contains 41737 members 
Entering Unmasked Estep 
Score: -12176762.000000 Penalty: 5918.685059
	Iteration 22Q: 3 clusters Score -1.217676e+07 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113028 members 
Mstep: Class 2 contains 39154 members 
Entering Unmasked Estep 
Score: -12177467.000000 Penalty: 5918.685059
	Iteration 23Q: 3 clusters Score -1.217747e+07 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115826 members 
Mstep: Class 2 contains 36356 members 
Entering Unmasked Estep 
Score: -12178359.000000 Penalty: 5918.685059
	Iteration 24Q: 3 clusters Score -1.217836e+07 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118786 members 
Mstep: Class 2 contains 33396 members 
Entering Unmasked Estep 
Score: -12179385.000000 Penalty: 5918.685059
	Iteration 25Q: 3 clusters Score -1.217938e+07 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121848 members 
Mstep: Class 2 contains 30334 members 
Entering Unmasked Estep 
Score: -12180492.000000 Penalty: 5918.685059
	Iteration 26Q: 3 clusters Score -1.218049e+07 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125118 members 
Mstep: Class 2 contains 27064 members 
Entering Unmasked Estep 
Score: -12181949.000000 Penalty: 5918.685059
	Iteration 27Q: 3 clusters Score -1.218195e+07 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128462 members 
Mstep: Class 2 contains 23720 members 
Entering Unmasked Estep 
Score: -12183554.000000 Penalty: 5918.685059
	Iteration 28Q: 3 clusters Score -1.218355e+07 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131831 members 
Mstep: Class 2 contains 20351 members 
Entering Unmasked Estep 
Score: -12185275.000000 Penalty: 5918.685059
	Iteration 29Q: 3 clusters Score -1.218528e+07 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135220 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -12187092.000000 Penalty: 5918.685059
	Iteration 30Q: 3 clusters Score -1.218709e+07 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138484 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -12189160.000000 Penalty: 5918.685059
	Iteration 31Q: 3 clusters Score -1.218916e+07 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141494 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -12191078.000000 Penalty: 5918.685059
	Iteration 32Q: 3 clusters Score -1.219108e+07 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144138 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -12192935.000000 Penalty: 5918.685059
	Iteration 33Q: 3 clusters Score -1.219294e+07 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146544 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -12194664.000000 Penalty: 5918.685059
	Iteration 34Q: 3 clusters Score -1.219466e+07 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148632 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -12196376.000000 Penalty: 5918.685059
	Iteration 35Q: 3 clusters Score -1.219638e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150161 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -12197703.000000 Penalty: 5918.685059
	Iteration 36Q: 3 clusters Score -1.21977e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151078 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -12198411.000000 Penalty: 5918.685059
	Iteration 37Q: 3 clusters Score -1.219841e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151484 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -12198759.000000 Penalty: 5918.685059
	Iteration 38Q: 3 clusters Score -1.219876e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151653 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -12198924.000000 Penalty: 5918.685059
	Iteration 39Q: 3 clusters Score -1.219892e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151729 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -12199000.000000 Penalty: 5918.685059
	Iteration 40F: 3 clusters Score -1.2199e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151771 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -12199040.000000 Penalty: 5918.685059
	Iteration 41Q: 3 clusters Score -1.219904e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151795 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -12199081.000000 Penalty: 5918.685059
	Iteration 42Q: 3 clusters Score -1.219908e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151806 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -12199091.000000 Penalty: 5918.685059
	Iteration 43Q: 3 clusters Score -1.219909e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151818 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -12199097.000000 Penalty: 5918.685059
	Iteration 44Q: 3 clusters Score -1.21991e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151825 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -12199099.000000 Penalty: 5918.685059
	Iteration 45Q: 3 clusters Score -1.21991e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151829 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -12199132.000000 Penalty: 5918.685059
	Iteration 46Q: 3 clusters Score -1.219913e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151833 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -12199143.000000 Penalty: 5918.685059
	Iteration 47Q: 3 clusters Score -1.219914e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151835 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -12199151.000000 Penalty: 5918.685059
	Iteration 48Q: 3 clusters Score -1.219915e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151838 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -12199159.000000 Penalty: 5918.685059
	Iteration 49Q: 3 clusters Score -1.219916e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151841 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -12199171.000000 Penalty: 5918.685059
	Iteration 50Q: 3 clusters Score -1.219917e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151840 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -12199161.000000 Penalty: 5918.685059
	Iteration 51Q: 3 clusters Score -1.219916e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151841 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -12199170.000000 Penalty: 5918.685059
	Iteration 52Q: 3 clusters Score -1.219917e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151842 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -12199158.000000 Penalty: 5918.685059
	Iteration 53Q: 3 clusters Score -1.219916e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151843 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -12199168.000000 Penalty: 5918.685059
	Iteration 54Q: 3 clusters Score -1.219917e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151843 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -12199168.000000 Penalty: 5918.685059
	Iteration 55Q: 3 clusters Score -1.219917e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151843 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -12199168.000000 Penalty: 5918.685059
	Iteration 56F: 3 clusters Score -1.219917e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (27532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27532 members 
Entering Unmasked Estep 
Score: -2246906.250000 Penalty: 2535.329834
	Iteration 0F: 2 clusters Score -2246906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -2228041.250000 Penalty: 5070.659668
	Iteration 0F: 3 clusters Score -2228041 nChanged 12232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -2234790.750000 Penalty: 5070.659668
	Iteration 1F: 3 clusters Score -2234791 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -2235399.000000 Penalty: 5070.659668
	Iteration 2F: 3 clusters Score -2235399 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -2236019.750000 Penalty: 5070.659668
	Iteration 3F: 3 clusters Score -2236020 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -2236641.750000 Penalty: 5070.659668
	Iteration 4F: 3 clusters Score -2236642 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15593 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -2237315.250000 Penalty: 5070.659668
	Iteration 5F: 3 clusters Score -2237315 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16523 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -2238205.500000 Penalty: 5070.659668
	Iteration 6F: 3 clusters Score -2238206 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17624 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -2239236.250000 Penalty: 5070.659668
	Iteration 7F: 3 clusters Score -2239236 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18751 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -2240383.000000 Penalty: 5070.659668
	Iteration 8F: 3 clusters Score -2240383 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19764 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -2241531.750000 Penalty: 5070.659668
	Iteration 9F: 3 clusters Score -2241532 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20614 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -2242475.250000 Penalty: 5070.659668
	Iteration 10Q: 3 clusters Score -2242475 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21298 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -2243179.750000 Penalty: 5070.659668
	Iteration 11Q: 3 clusters Score -2243180 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21796 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -2243598.250000 Penalty: 5070.659668
	Iteration 12Q: 3 clusters Score -2243598 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22185 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -2243881.750000 Penalty: 5070.659668
	Iteration 13Q: 3 clusters Score -2243882 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22515 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -2244043.500000 Penalty: 5070.659668
	Iteration 14Q: 3 clusters Score -2244044 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22803 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -2244163.500000 Penalty: 5070.659668
	Iteration 15Q: 3 clusters Score -2244164 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23063 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -2244253.000000 Penalty: 5070.659668
	Iteration 16Q: 3 clusters Score -2244253 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23281 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -2244318.500000 Penalty: 5070.659668
	Iteration 17Q: 3 clusters Score -2244318 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23479 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -2244385.750000 Penalty: 5070.659668
	Iteration 18Q: 3 clusters Score -2244386 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23644 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -2244422.500000 Penalty: 5070.659668
	Iteration 19Q: 3 clusters Score -2244422 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23782 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -2244462.750000 Penalty: 5070.659668
	Iteration 20F: 3 clusters Score -2244463 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23928 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -2244514.750000 Penalty: 5070.659668
	Iteration 21Q: 3 clusters Score -2244515 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24069 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -2244553.000000 Penalty: 5070.659668
	Iteration 22Q: 3 clusters Score -2244553 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24186 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -2244576.250000 Penalty: 5070.659668
	Iteration 23Q: 3 clusters Score -2244576 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24301 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -2244611.750000 Penalty: 5070.659668
	Iteration 24Q: 3 clusters Score -2244612 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24427 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -2244652.750000 Penalty: 5070.659668
	Iteration 25Q: 3 clusters Score -2244653 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24540 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -2244684.500000 Penalty: 5070.659668
	Iteration 26Q: 3 clusters Score -2244684 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24646 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -2244722.250000 Penalty: 5070.659668
	Iteration 27Q: 3 clusters Score -2244722 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24747 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -2244748.250000 Penalty: 5070.659668
	Iteration 28Q: 3 clusters Score -2244748 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24846 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -2244776.000000 Penalty: 5070.659668
	Iteration 29Q: 3 clusters Score -2244776 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24948 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -2244814.500000 Penalty: 5070.659668
	Iteration 30Q: 3 clusters Score -2244814 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25060 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -2244869.500000 Penalty: 5070.659668
	Iteration 31Q: 3 clusters Score -2244870 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25167 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -2244917.000000 Penalty: 5070.659668
	Iteration 32Q: 3 clusters Score -2244917 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25269 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -2244949.250000 Penalty: 5070.659668
	Iteration 33Q: 3 clusters Score -2244949 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25367 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -2244977.000000 Penalty: 5070.659668
	Iteration 34Q: 3 clusters Score -2244977 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25449 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -2245010.250000 Penalty: 5070.659668
	Iteration 35Q: 3 clusters Score -2245010 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25518 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -2245034.000000 Penalty: 5070.659668
	Iteration 36Q: 3 clusters Score -2245034 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25573 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -2245059.500000 Penalty: 5070.659668
	Iteration 37Q: 3 clusters Score -2245060 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25625 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -2245085.500000 Penalty: 5070.659668
	Iteration 38Q: 3 clusters Score -2245086 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25663 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -2245094.000000 Penalty: 5070.659668
	Iteration 39Q: 3 clusters Score -2245094 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25703 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -2245110.750000 Penalty: 5070.659668
	Iteration 40F: 3 clusters Score -2245111 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25738 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -2245120.250000 Penalty: 5070.659668
	Iteration 41Q: 3 clusters Score -2245120 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25770 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -2245130.500000 Penalty: 5070.659668
	Iteration 42Q: 3 clusters Score -2245130 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25791 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -2245142.000000 Penalty: 5070.659668
	Iteration 43Q: 3 clusters Score -2245142 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25812 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -2245148.750000 Penalty: 5070.659668
	Iteration 44Q: 3 clusters Score -2245149 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25826 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -2245150.500000 Penalty: 5070.659668
	Iteration 45Q: 3 clusters Score -2245150 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25838 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -2245154.000000 Penalty: 5070.659668
	Iteration 46Q: 3 clusters Score -2245154 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25857 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -2245164.250000 Penalty: 5070.659668
	Iteration 47Q: 3 clusters Score -2245164 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25870 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -2245162.750000 Penalty: 5070.659668
	Iteration 48Q: 3 clusters Score -2245163 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25886 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -2245166.750000 Penalty: 5070.659668
	Iteration 49Q: 3 clusters Score -2245167 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25901 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -2245166.250000 Penalty: 5070.659668
	Iteration 50Q: 3 clusters Score -2245166 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25908 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -2245170.250000 Penalty: 5070.659668
	Iteration 51Q: 3 clusters Score -2245170 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25919 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -2245170.000000 Penalty: 5070.659668
	Iteration 52Q: 3 clusters Score -2245170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25927 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -2245175.000000 Penalty: 5070.659668
	Iteration 53Q: 3 clusters Score -2245175 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25935 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -2245173.750000 Penalty: 5070.659668
	Iteration 54Q: 3 clusters Score -2245174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25938 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -2245174.500000 Penalty: 5070.659668
	Iteration 55Q: 3 clusters Score -2245174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25941 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -2245177.250000 Penalty: 5070.659668
	Iteration 56Q: 3 clusters Score -2245177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25945 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -2245178.000000 Penalty: 5070.659668
	Iteration 57Q: 3 clusters Score -2245178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25951 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -2245179.250000 Penalty: 5070.659668
	Iteration 58Q: 3 clusters Score -2245179 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25955 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -2245178.750000 Penalty: 5070.659668
	Iteration 59Q: 3 clusters Score -2245179 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25961 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -2245182.500000 Penalty: 5070.659668
	Iteration 60F: 3 clusters Score -2245182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25962 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -2245181.250000 Penalty: 5070.659668
	Iteration 61Q: 3 clusters Score -2245181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25963 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -2245183.750000 Penalty: 5070.659668
	Iteration 62Q: 3 clusters Score -2245184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25966 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -2245184.000000 Penalty: 5070.659668
	Iteration 63Q: 3 clusters Score -2245184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25967 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -2245182.250000 Penalty: 5070.659668
	Iteration 64Q: 3 clusters Score -2245182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25967 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -2245182.250000 Penalty: 5070.659668
	Iteration 65F: 3 clusters Score -2245182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Entering Unmasked Estep 
Score: -486715.250000 Penalty: 2181.041504
	Iteration 0F: 2 clusters Score -486715.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -481245.812500 Penalty: 4362.083008
	Iteration 0F: 3 clusters Score -481245.8 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -482715.000000 Penalty: 4362.083008
	Iteration 1F: 3 clusters Score -482715 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -483089.875000 Penalty: 4362.083008
	Iteration 2F: 3 clusters Score -483089.9 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -483425.875000 Penalty: 4362.083008
	Iteration 3F: 3 clusters Score -483425.9 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -483721.687500 Penalty: 4362.083008
	Iteration 4F: 3 clusters Score -483721.7 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -484022.437500 Penalty: 4362.083008
	Iteration 5F: 3 clusters Score -484022.4 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -484354.375000 Penalty: 4362.083008
	Iteration 6F: 3 clusters Score -484354.4 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -484727.468750 Penalty: 4362.083008
	Iteration 7F: 3 clusters Score -484727.5 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -485094.906250 Penalty: 4362.083008
	Iteration 8F: 3 clusters Score -485094.9 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -485433.406250 Penalty: 4362.083008
	Iteration 9F: 3 clusters Score -485433.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -485654.281250 Penalty: 4362.083008
	Iteration 10Q: 3 clusters Score -485654.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -485810.468750 Penalty: 4362.083008
	Iteration 11Q: 3 clusters Score -485810.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -485902.125000 Penalty: 4362.083008
	Iteration 12Q: 3 clusters Score -485902.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -485957.218750 Penalty: 4362.083008
	Iteration 13Q: 3 clusters Score -485957.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -485997.968750 Penalty: 4362.083008
	Iteration 14Q: 3 clusters Score -485998 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -486016.968750 Penalty: 4362.083008
	Iteration 15Q: 3 clusters Score -486017 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -486032.625000 Penalty: 4362.083008
	Iteration 16Q: 3 clusters Score -486032.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -486041.750000 Penalty: 4362.083008
	Iteration 17Q: 3 clusters Score -486041.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -486046.500000 Penalty: 4362.083008
	Iteration 18Q: 3 clusters Score -486046.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -486049.968750 Penalty: 4362.083008
	Iteration 19Q: 3 clusters Score -486050 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -486056.937500 Penalty: 4362.083008
	Iteration 20F: 3 clusters Score -486056.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -486063.718750 Penalty: 4362.083008
	Iteration 21Q: 3 clusters Score -486063.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -486071.718750 Penalty: 4362.083008
	Iteration 22Q: 3 clusters Score -486071.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -486079.062500 Penalty: 4362.083008
	Iteration 23Q: 3 clusters Score -486079.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -486082.718750 Penalty: 4362.083008
	Iteration 24Q: 3 clusters Score -486082.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -486086.500000 Penalty: 4362.083008
	Iteration 25Q: 3 clusters Score -486086.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -486088.687500 Penalty: 4362.083008
	Iteration 26Q: 3 clusters Score -486088.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -486089.593750 Penalty: 4362.083008
	Iteration 27Q: 3 clusters Score -486089.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -486090.218750 Penalty: 4362.083008
	Iteration 28Q: 3 clusters Score -486090.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -486092.000000 Penalty: 4362.083008
	Iteration 29Q: 3 clusters Score -486092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -486092.843750 Penalty: 4362.083008
	Iteration 30Q: 3 clusters Score -486092.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -486092.843750 Penalty: 4362.083008
	Iteration 31F: 3 clusters Score -486092.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Entering Unmasked Estep 
Score: -755438.312500 Penalty: 2285.500000
	Iteration 0F: 2 clusters Score -755438.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -747786.375000 Penalty: 4571.000000
	Iteration 0F: 3 clusters Score -747786.4 nChanged 4195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -750183.625000 Penalty: 4571.000000
	Iteration 1F: 3 clusters Score -750183.6 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -750611.687500 Penalty: 4571.000000
	Iteration 2F: 3 clusters Score -750611.7 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -751084.000000 Penalty: 4571.000000
	Iteration 3F: 3 clusters Score -751084 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -751612.375000 Penalty: 4571.000000
	Iteration 4F: 3 clusters Score -751612.4 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -752130.375000 Penalty: 4571.000000
	Iteration 5F: 3 clusters Score -752130.4 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -752550.562500 Penalty: 4571.000000
	Iteration 6F: 3 clusters Score -752550.6 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -752927.500000 Penalty: 4571.000000
	Iteration 7F: 3 clusters Score -752927.5 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -753317.750000 Penalty: 4571.000000
	Iteration 8Q: 3 clusters Score -753317.8 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -753676.187500 Penalty: 4571.000000
	Iteration 9Q: 3 clusters Score -753676.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -753969.000000 Penalty: 4571.000000
	Iteration 10Q: 3 clusters Score -753969 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -754192.062500 Penalty: 4571.000000
	Iteration 11Q: 3 clusters Score -754192.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -754353.062500 Penalty: 4571.000000
	Iteration 12Q: 3 clusters Score -754353.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -754474.250000 Penalty: 4571.000000
	Iteration 13Q: 3 clusters Score -754474.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -754558.062500 Penalty: 4571.000000
	Iteration 14Q: 3 clusters Score -754558.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -754622.812500 Penalty: 4571.000000
	Iteration 15Q: 3 clusters Score -754622.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -754655.125000 Penalty: 4571.000000
	Iteration 16Q: 3 clusters Score -754655.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -754678.562500 Penalty: 4571.000000
	Iteration 17Q: 3 clusters Score -754678.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -754693.187500 Penalty: 4571.000000
	Iteration 18Q: 3 clusters Score -754693.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -754706.062500 Penalty: 4571.000000
	Iteration 19Q: 3 clusters Score -754706.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -754715.625000 Penalty: 4571.000000
	Iteration 20F: 3 clusters Score -754715.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -754722.625000 Penalty: 4571.000000
	Iteration 21Q: 3 clusters Score -754722.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -754728.750000 Penalty: 4571.000000
	Iteration 22Q: 3 clusters Score -754728.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -754735.312500 Penalty: 4571.000000
	Iteration 23Q: 3 clusters Score -754735.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -754736.687500 Penalty: 4571.000000
	Iteration 24Q: 3 clusters Score -754736.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -754736.562500 Penalty: 4571.000000
	Iteration 25Q: 3 clusters Score -754736.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -754737.562500 Penalty: 4571.000000
	Iteration 26Q: 3 clusters Score -754737.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -754739.750000 Penalty: 4571.000000
	Iteration 27Q: 3 clusters Score -754739.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -754740.125000 Penalty: 4571.000000
	Iteration 28Q: 3 clusters Score -754740.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -754737.875000 Penalty: 4571.000000
	Iteration 29Q: 3 clusters Score -754737.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -754739.125000 Penalty: 4571.000000
	Iteration 30Q: 3 clusters Score -754739.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -754739.875000 Penalty: 4571.000000
	Iteration 31Q: 3 clusters Score -754739.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -754744.187500 Penalty: 4571.000000
	Iteration 32Q: 3 clusters Score -754744.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -754744.875000 Penalty: 4571.000000
	Iteration 33Q: 3 clusters Score -754744.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -754745.625000 Penalty: 4571.000000
	Iteration 34Q: 3 clusters Score -754745.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -754748.000000 Penalty: 4571.000000
	Iteration 35Q: 3 clusters Score -754748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -754749.062500 Penalty: 4571.000000
	Iteration 36Q: 3 clusters Score -754749.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -754749.875000 Penalty: 4571.000000
	Iteration 37Q: 3 clusters Score -754749.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -754751.437500 Penalty: 4571.000000
	Iteration 38Q: 3 clusters Score -754751.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -754751.812500 Penalty: 4571.000000
	Iteration 39Q: 3 clusters Score -754751.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -754750.875000 Penalty: 4571.000000
	Iteration 40F: 3 clusters Score -754750.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -754751.062500 Penalty: 4571.000000
	Iteration 41Q: 3 clusters Score -754751.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -754751.062500 Penalty: 4571.000000
	Iteration 42F: 3 clusters Score -754751.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Entering Unmasked Estep 
Score: -206413.875000 Penalty: 1950.566650
	Iteration 0F: 2 clusters Score -206413.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -203439.312500 Penalty: 3901.133301
	Iteration 0F: 3 clusters Score -203439.3 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -203964.250000 Penalty: 3901.133301
	Iteration 1F: 3 clusters Score -203964.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -204084.828125 Penalty: 3901.133301
	Iteration 2F: 3 clusters Score -204084.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -204160.812500 Penalty: 3901.133301
	Iteration 3Q: 3 clusters Score -204160.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -204209.843750 Penalty: 3901.133301
	Iteration 4Q: 3 clusters Score -204209.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -204240.015625 Penalty: 3901.133301
	Iteration 5Q: 3 clusters Score -204240 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -204265.187500 Penalty: 3901.133301
	Iteration 6Q: 3 clusters Score -204265.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -204287.453125 Penalty: 3901.133301
	Iteration 7Q: 3 clusters Score -204287.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -204307.250000 Penalty: 3901.133301
	Iteration 8Q: 3 clusters Score -204307.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -204320.796875 Penalty: 3901.133301
	Iteration 9Q: 3 clusters Score -204320.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -204331.328125 Penalty: 3901.133301
	Iteration 10Q: 3 clusters Score -204331.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -204341.781250 Penalty: 3901.133301
	Iteration 11Q: 3 clusters Score -204341.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -204352.031250 Penalty: 3901.133301
	Iteration 12Q: 3 clusters Score -204352 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -204360.750000 Penalty: 3901.133301
	Iteration 13Q: 3 clusters Score -204360.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -204368.234375 Penalty: 3901.133301
	Iteration 14Q: 3 clusters Score -204368.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -204376.109375 Penalty: 3901.133301
	Iteration 15Q: 3 clusters Score -204376.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -204382.812500 Penalty: 3901.133301
	Iteration 16Q: 3 clusters Score -204382.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -204385.906250 Penalty: 3901.133301
	Iteration 17Q: 3 clusters Score -204385.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -204388.953125 Penalty: 3901.133301
	Iteration 18Q: 3 clusters Score -204389 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -204392.921875 Penalty: 3901.133301
	Iteration 19Q: 3 clusters Score -204392.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -204395.500000 Penalty: 3901.133301
	Iteration 20F: 3 clusters Score -204395.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -204400.656250 Penalty: 3901.133301
	Iteration 21Q: 3 clusters Score -204400.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -204403.359375 Penalty: 3901.133301
	Iteration 22Q: 3 clusters Score -204403.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -204406.687500 Penalty: 3901.133301
	Iteration 23Q: 3 clusters Score -204406.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -204410.875000 Penalty: 3901.133301
	Iteration 24Q: 3 clusters Score -204410.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -204412.937500 Penalty: 3901.133301
	Iteration 25Q: 3 clusters Score -204412.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -204413.937500 Penalty: 3901.133301
	Iteration 26Q: 3 clusters Score -204413.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -204413.937500 Penalty: 3901.133301
	Iteration 27F: 3 clusters Score -204413.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (45352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45352 members 
Entering Unmasked Estep 
Score: -3685495.000000 Penalty: 2659.108154
	Iteration 0F: 2 clusters Score -3685495 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22626 members 
Mstep: Class 2 contains 22726 members 
Entering Unmasked Estep 
Score: -3655020.250000 Penalty: 5318.216309
	Iteration 0F: 3 clusters Score -3655020 nChanged 20698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22292 members 
Mstep: Class 2 contains 23060 members 
Entering Unmasked Estep 
Score: -3666494.500000 Penalty: 5318.216309
	Iteration 1F: 3 clusters Score -3666494 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22075 members 
Mstep: Class 2 contains 23277 members 
Entering Unmasked Estep 
Score: -3667088.500000 Penalty: 5318.216309
	Iteration 2Q: 3 clusters Score -3667088 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21815 members 
Mstep: Class 2 contains 23537 members 
Entering Unmasked Estep 
Score: -3667637.000000 Penalty: 5318.216309
	Iteration 3Q: 3 clusters Score -3667637 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21484 members 
Mstep: Class 2 contains 23868 members 
Entering Unmasked Estep 
Score: -3668201.250000 Penalty: 5318.216309
	Iteration 4Q: 3 clusters Score -3668201 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21041 members 
Mstep: Class 2 contains 24311 members 
Entering Unmasked Estep 
Score: -3668798.750000 Penalty: 5318.216309
	Iteration 5Q: 3 clusters Score -3668799 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20510 members 
Mstep: Class 2 contains 24842 members 
Entering Unmasked Estep 
Score: -3669419.750000 Penalty: 5318.216309
	Iteration 6Q: 3 clusters Score -3669420 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19824 members 
Mstep: Class 2 contains 25528 members 
Entering Unmasked Estep 
Score: -3670084.500000 Penalty: 5318.216309
	Iteration 7Q: 3 clusters Score -3670084 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18974 members 
Mstep: Class 2 contains 26378 members 
Entering Unmasked Estep 
Score: -3670827.250000 Penalty: 5318.216309
	Iteration 8Q: 3 clusters Score -3670827 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17912 members 
Mstep: Class 2 contains 27440 members 
Entering Unmasked Estep 
Score: -3671751.000000 Penalty: 5318.216309
	Iteration 9Q: 3 clusters Score -3671751 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 28726 members 
Entering Unmasked Estep 
Score: -3672829.750000 Penalty: 5318.216309
	Iteration 10Q: 3 clusters Score -3672830 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 30197 members 
Entering Unmasked Estep 
Score: -3674016.750000 Penalty: 5318.216309
	Iteration 11Q: 3 clusters Score -3674017 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 31665 members 
Entering Unmasked Estep 
Score: -3675039.000000 Penalty: 5318.216309
	Iteration 12Q: 3 clusters Score -3675039 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 33120 members 
Entering Unmasked Estep 
Score: -3675996.750000 Penalty: 5318.216309
	Iteration 13Q: 3 clusters Score -3675997 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 34500 members 
Entering Unmasked Estep 
Score: -3676827.250000 Penalty: 5318.216309
	Iteration 14Q: 3 clusters Score -3676827 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 35811 members 
Entering Unmasked Estep 
Score: -3677558.250000 Penalty: 5318.216309
	Iteration 15Q: 3 clusters Score -3677558 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 37079 members 
Entering Unmasked Estep 
Score: -3678239.750000 Penalty: 5318.216309
	Iteration 16Q: 3 clusters Score -3678240 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 38305 members 
Entering Unmasked Estep 
Score: -3678964.000000 Penalty: 5318.216309
	Iteration 17Q: 3 clusters Score -3678964 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 39442 members 
Entering Unmasked Estep 
Score: -3679620.250000 Penalty: 5318.216309
	Iteration 18Q: 3 clusters Score -3679620 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 40558 members 
Entering Unmasked Estep 
Score: -3680306.000000 Penalty: 5318.216309
	Iteration 19Q: 3 clusters Score -3680306 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 41578 members 
Entering Unmasked Estep 
Score: -3680986.750000 Penalty: 5318.216309
	Iteration 20F: 3 clusters Score -3680987 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 42451 members 
Entering Unmasked Estep 
Score: -3681567.750000 Penalty: 5318.216309
	Iteration 21Q: 3 clusters Score -3681568 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 43128 members 
Entering Unmasked Estep 
Score: -3682028.750000 Penalty: 5318.216309
	Iteration 22Q: 3 clusters Score -3682029 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 43666 members 
Entering Unmasked Estep 
Score: -3682381.750000 Penalty: 5318.216309
	Iteration 23Q: 3 clusters Score -3682382 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 44031 members 
Entering Unmasked Estep 
Score: -3682616.000000 Penalty: 5318.216309
	Iteration 24Q: 3 clusters Score -3682616 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 44279 members 
Entering Unmasked Estep 
Score: -3682792.750000 Penalty: 5318.216309
	Iteration 25Q: 3 clusters Score -3682793 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 44426 members 
Entering Unmasked Estep 
Score: -3682894.250000 Penalty: 5318.216309
	Iteration 26Q: 3 clusters Score -3682894 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 44534 members 
Entering Unmasked Estep 
Score: -3682970.250000 Penalty: 5318.216309
	Iteration 27Q: 3 clusters Score -3682970 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 44627 members 
Entering Unmasked Estep 
Score: -3683031.750000 Penalty: 5318.216309
	Iteration 28Q: 3 clusters Score -3683032 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 44688 members 
Entering Unmasked Estep 
Score: -3683086.250000 Penalty: 5318.216309
	Iteration 29Q: 3 clusters Score -3683086 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 44736 members 
Entering Unmasked Estep 
Score: -3683100.250000 Penalty: 5318.216309
	Iteration 30Q: 3 clusters Score -3683100 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 44762 members 
Entering Unmasked Estep 
Score: -3683114.250000 Penalty: 5318.216309
	Iteration 31Q: 3 clusters Score -3683114 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 44781 members 
Entering Unmasked Estep 
Score: -3683133.000000 Penalty: 5318.216309
	Iteration 32Q: 3 clusters Score -3683133 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 44799 members 
Entering Unmasked Estep 
Score: -3683143.500000 Penalty: 5318.216309
	Iteration 33Q: 3 clusters Score -3683144 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 44815 members 
Entering Unmasked Estep 
Score: -3683159.750000 Penalty: 5318.216309
	Iteration 34Q: 3 clusters Score -3683160 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 44832 members 
Entering Unmasked Estep 
Score: -3683169.500000 Penalty: 5318.216309
	Iteration 35Q: 3 clusters Score -3683170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 44835 members 
Entering Unmasked Estep 
Score: -3683177.000000 Penalty: 5318.216309
	Iteration 36Q: 3 clusters Score -3683177 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 44844 members 
Entering Unmasked Estep 
Score: -3683189.500000 Penalty: 5318.216309
	Iteration 37Q: 3 clusters Score -3683190 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 44850 members 
Entering Unmasked Estep 
Score: -3683192.000000 Penalty: 5318.216309
	Iteration 38Q: 3 clusters Score -3683192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 44855 members 
Entering Unmasked Estep 
Score: -3683200.500000 Penalty: 5318.216309
	Iteration 39Q: 3 clusters Score -3683200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 44860 members 
Entering Unmasked Estep 
Score: -3683202.500000 Penalty: 5318.216309
	Iteration 40F: 3 clusters Score -3683202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 44861 members 
Entering Unmasked Estep 
Score: -3683199.500000 Penalty: 5318.216309
	Iteration 41Q: 3 clusters Score -3683200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 44864 members 
Entering Unmasked Estep 
Score: -3683201.000000 Penalty: 5318.216309
	Iteration 42Q: 3 clusters Score -3683201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 44866 members 
Entering Unmasked Estep 
Score: -3683201.750000 Penalty: 5318.216309
	Iteration 43Q: 3 clusters Score -3683202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 44870 members 
Entering Unmasked Estep 
Score: -3683208.500000 Penalty: 5318.216309
	Iteration 44Q: 3 clusters Score -3683208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 44873 members 
Entering Unmasked Estep 
Score: -3683208.250000 Penalty: 5318.216309
	Iteration 45Q: 3 clusters Score -3683208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 44876 members 
Entering Unmasked Estep 
Score: -3683211.750000 Penalty: 5318.216309
	Iteration 46Q: 3 clusters Score -3683212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 44879 members 
Entering Unmasked Estep 
Score: -3683208.500000 Penalty: 5318.216309
	Iteration 47Q: 3 clusters Score -3683208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 44882 members 
Entering Unmasked Estep 
Score: -3683215.500000 Penalty: 5318.216309
	Iteration 48Q: 3 clusters Score -3683216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 44885 members 
Entering Unmasked Estep 
Score: -3683220.500000 Penalty: 5318.216309
	Iteration 49Q: 3 clusters Score -3683220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 44887 members 
Entering Unmasked Estep 
Score: -3683217.500000 Penalty: 5318.216309
	Iteration 50Q: 3 clusters Score -3683218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 44887 members 
Entering Unmasked Estep 
Score: -3683217.500000 Penalty: 5318.216309
	Iteration 51F: 3 clusters Score -3683218 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Entering Unmasked Estep 
Score: -487260.031250 Penalty: 2164.489014
	Iteration 0F: 2 clusters Score -487260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -482016.000000 Penalty: 4328.978027
	Iteration 0F: 3 clusters Score -482016 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -483318.625000 Penalty: 4328.978027
	Iteration 1F: 3 clusters Score -483318.6 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -483564.343750 Penalty: 4328.978027
	Iteration 2F: 3 clusters Score -483564.3 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -483711.875000 Penalty: 4328.978027
	Iteration 3F: 3 clusters Score -483711.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -483830.593750 Penalty: 4328.978027
	Iteration 4Q: 3 clusters Score -483830.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -483946.031250 Penalty: 4328.978027
	Iteration 5Q: 3 clusters Score -483946 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -484057.281250 Penalty: 4328.978027
	Iteration 6Q: 3 clusters Score -484057.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -484163.125000 Penalty: 4328.978027
	Iteration 7Q: 3 clusters Score -484163.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -484278.875000 Penalty: 4328.978027
	Iteration 8Q: 3 clusters Score -484278.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -484391.875000 Penalty: 4328.978027
	Iteration 9Q: 3 clusters Score -484391.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -484509.687500 Penalty: 4328.978027
	Iteration 10Q: 3 clusters Score -484509.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -484625.531250 Penalty: 4328.978027
	Iteration 11Q: 3 clusters Score -484625.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -484715.406250 Penalty: 4328.978027
	Iteration 12Q: 3 clusters Score -484715.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -484803.156250 Penalty: 4328.978027
	Iteration 13Q: 3 clusters Score -484803.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -484879.468750 Penalty: 4328.978027
	Iteration 14Q: 3 clusters Score -484879.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -484952.031250 Penalty: 4328.978027
	Iteration 15Q: 3 clusters Score -484952 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -485010.093750 Penalty: 4328.978027
	Iteration 16Q: 3 clusters Score -485010.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -485063.968750 Penalty: 4328.978027
	Iteration 17Q: 3 clusters Score -485064 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -485118.562500 Penalty: 4328.978027
	Iteration 18Q: 3 clusters Score -485118.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -485167.625000 Penalty: 4328.978027
	Iteration 19Q: 3 clusters Score -485167.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -485206.687500 Penalty: 4328.978027
	Iteration 20F: 3 clusters Score -485206.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -485245.156250 Penalty: 4328.978027
	Iteration 21Q: 3 clusters Score -485245.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -485261.312500 Penalty: 4328.978027
	Iteration 22Q: 3 clusters Score -485261.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -485275.843750 Penalty: 4328.978027
	Iteration 23Q: 3 clusters Score -485275.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -485286.812500 Penalty: 4328.978027
	Iteration 24Q: 3 clusters Score -485286.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -485300.187500 Penalty: 4328.978027
	Iteration 25Q: 3 clusters Score -485300.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -485309.562500 Penalty: 4328.978027
	Iteration 26Q: 3 clusters Score -485309.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -485319.250000 Penalty: 4328.978027
	Iteration 27Q: 3 clusters Score -485319.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -485327.875000 Penalty: 4328.978027
	Iteration 28Q: 3 clusters Score -485327.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -485336.718750 Penalty: 4328.978027
	Iteration 29Q: 3 clusters Score -485336.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -485343.250000 Penalty: 4328.978027
	Iteration 30Q: 3 clusters Score -485343.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -485348.031250 Penalty: 4328.978027
	Iteration 31Q: 3 clusters Score -485348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -485354.875000 Penalty: 4328.978027
	Iteration 32Q: 3 clusters Score -485354.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -485358.468750 Penalty: 4328.978027
	Iteration 33Q: 3 clusters Score -485358.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -485362.187500 Penalty: 4328.978027
	Iteration 34Q: 3 clusters Score -485362.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -485363.406250 Penalty: 4328.978027
	Iteration 35Q: 3 clusters Score -485363.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -485363.406250 Penalty: 4328.978027
	Iteration 36F: 3 clusters Score -485363.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Entering Unmasked Estep 
Score: -792726.250000 Penalty: 2303.250732
	Iteration 0F: 2 clusters Score -792726.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -784596.375000 Penalty: 4606.501465
	Iteration 0F: 3 clusters Score -784596.4 nChanged 4458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -786977.000000 Penalty: 4606.501465
	Iteration 1F: 3 clusters Score -786977 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -787342.625000 Penalty: 4606.501465
	Iteration 2F: 3 clusters Score -787342.6 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -787646.750000 Penalty: 4606.501465
	Iteration 3F: 3 clusters Score -787646.8 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -787975.187500 Penalty: 4606.501465
	Iteration 4Q: 3 clusters Score -787975.2 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -788400.937500 Penalty: 4606.501465
	Iteration 5F: 3 clusters Score -788400.9 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -788959.250000 Penalty: 4606.501465
	Iteration 6F: 3 clusters Score -788959.2 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -789632.875000 Penalty: 4606.501465
	Iteration 7F: 3 clusters Score -789632.9 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -790380.562500 Penalty: 4606.501465
	Iteration 8F: 3 clusters Score -790380.6 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -791097.937500 Penalty: 4606.501465
	Iteration 9F: 3 clusters Score -791097.9 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -791566.250000 Penalty: 4606.501465
	Iteration 10F: 3 clusters Score -791566.2 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -791841.562500 Penalty: 4606.501465
	Iteration 11Q: 3 clusters Score -791841.6 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -792001.375000 Penalty: 4606.501465
	Iteration 12Q: 3 clusters Score -792001.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -792067.062500 Penalty: 4606.501465
	Iteration 13Q: 3 clusters Score -792067.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -792096.937500 Penalty: 4606.501465
	Iteration 14Q: 3 clusters Score -792096.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -792113.437500 Penalty: 4606.501465
	Iteration 15Q: 3 clusters Score -792113.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -792122.125000 Penalty: 4606.501465
	Iteration 16Q: 3 clusters Score -792122.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -792123.437500 Penalty: 4606.501465
	Iteration 17Q: 3 clusters Score -792123.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -792127.750000 Penalty: 4606.501465
	Iteration 18Q: 3 clusters Score -792127.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -792130.250000 Penalty: 4606.501465
	Iteration 19Q: 3 clusters Score -792130.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -792127.500000 Penalty: 4606.501465
	Iteration 20F: 3 clusters Score -792127.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -792129.062500 Penalty: 4606.501465
	Iteration 21Q: 3 clusters Score -792129.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -792130.000000 Penalty: 4606.501465
	Iteration 22Q: 3 clusters Score -792130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -792131.750000 Penalty: 4606.501465
	Iteration 23Q: 3 clusters Score -792131.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -792131.437500 Penalty: 4606.501465
	Iteration 24Q: 3 clusters Score -792131.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -792131.437500 Penalty: 4606.501465
	Iteration 25F: 3 clusters Score -792131.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (38260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38260 members 
Entering Unmasked Estep 
Score: -2981400.250000 Penalty: 2616.935791
	Iteration 0F: 2 clusters Score -2981400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19148 members 
Mstep: Class 2 contains 19112 members 
Entering Unmasked Estep 
Score: -2955520.750000 Penalty: 5233.871582
	Iteration 0F: 3 clusters Score -2955521 nChanged 17397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19887 members 
Mstep: Class 2 contains 18373 members 
Entering Unmasked Estep 
Score: -2965237.750000 Penalty: 5233.871582
	Iteration 1F: 3 clusters Score -2965238 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20234 members 
Mstep: Class 2 contains 18026 members 
Entering Unmasked Estep 
Score: -2965890.750000 Penalty: 5233.871582
	Iteration 2Q: 3 clusters Score -2965891 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20689 members 
Mstep: Class 2 contains 17571 members 
Entering Unmasked Estep 
Score: -2966587.000000 Penalty: 5233.871582
	Iteration 3Q: 3 clusters Score -2966587 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21326 members 
Mstep: Class 2 contains 16934 members 
Entering Unmasked Estep 
Score: -2967451.000000 Penalty: 5233.871582
	Iteration 4Q: 3 clusters Score -2967451 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22078 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -2968512.250000 Penalty: 5233.871582
	Iteration 5Q: 3 clusters Score -2968512 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22994 members 
Mstep: Class 2 contains 15266 members 
Entering Unmasked Estep 
Score: -2969799.000000 Penalty: 5233.871582
	Iteration 6F: 3 clusters Score -2969799 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24097 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -2971246.500000 Penalty: 5233.871582
	Iteration 7F: 3 clusters Score -2971246 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25362 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -2972840.250000 Penalty: 5233.871582
	Iteration 8F: 3 clusters Score -2972840 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26707 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -2974515.500000 Penalty: 5233.871582
	Iteration 9F: 3 clusters Score -2974516 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28004 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -2976201.500000 Penalty: 5233.871582
	Iteration 10Q: 3 clusters Score -2976202 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29146 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -2977688.500000 Penalty: 5233.871582
	Iteration 11Q: 3 clusters Score -2977688 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30091 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -2978749.000000 Penalty: 5233.871582
	Iteration 12Q: 3 clusters Score -2978749 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30819 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -2979403.000000 Penalty: 5233.871582
	Iteration 13Q: 3 clusters Score -2979403 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31390 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -2979794.000000 Penalty: 5233.871582
	Iteration 14Q: 3 clusters Score -2979794 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31867 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -2980113.250000 Penalty: 5233.871582
	Iteration 15Q: 3 clusters Score -2980113 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32280 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -2980361.500000 Penalty: 5233.871582
	Iteration 16Q: 3 clusters Score -2980362 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32650 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -2980540.000000 Penalty: 5233.871582
	Iteration 17Q: 3 clusters Score -2980540 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32967 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -2980681.750000 Penalty: 5233.871582
	Iteration 18Q: 3 clusters Score -2980682 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33252 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -2980796.250000 Penalty: 5233.871582
	Iteration 19Q: 3 clusters Score -2980796 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33484 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -2980869.000000 Penalty: 5233.871582
	Iteration 20F: 3 clusters Score -2980869 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33663 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -2980907.250000 Penalty: 5233.871582
	Iteration 21Q: 3 clusters Score -2980907 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33802 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -2980937.500000 Penalty: 5233.871582
	Iteration 22Q: 3 clusters Score -2980938 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33937 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -2980978.250000 Penalty: 5233.871582
	Iteration 23Q: 3 clusters Score -2980978 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34051 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -2981003.750000 Penalty: 5233.871582
	Iteration 24Q: 3 clusters Score -2981004 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34154 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -2981018.000000 Penalty: 5233.871582
	Iteration 25Q: 3 clusters Score -2981018 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34238 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -2981033.750000 Penalty: 5233.871582
	Iteration 26Q: 3 clusters Score -2981034 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34298 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -2981049.250000 Penalty: 5233.871582
	Iteration 27Q: 3 clusters Score -2981049 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34332 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -2981064.500000 Penalty: 5233.871582
	Iteration 28Q: 3 clusters Score -2981064 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34366 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -2981064.000000 Penalty: 5233.871582
	Iteration 29Q: 3 clusters Score -2981064 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34393 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -2981071.750000 Penalty: 5233.871582
	Iteration 30Q: 3 clusters Score -2981072 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34418 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -2981079.000000 Penalty: 5233.871582
	Iteration 31Q: 3 clusters Score -2981079 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34442 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -2981079.250000 Penalty: 5233.871582
	Iteration 32Q: 3 clusters Score -2981079 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34457 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -2981082.750000 Penalty: 5233.871582
	Iteration 33Q: 3 clusters Score -2981083 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34465 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -2981085.000000 Penalty: 5233.871582
	Iteration 34Q: 3 clusters Score -2981085 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34480 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -2981088.750000 Penalty: 5233.871582
	Iteration 35Q: 3 clusters Score -2981089 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34492 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -2981097.250000 Penalty: 5233.871582
	Iteration 36Q: 3 clusters Score -2981097 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34498 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -2981093.500000 Penalty: 5233.871582
	Iteration 37Q: 3 clusters Score -2981094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34505 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -2981094.750000 Penalty: 5233.871582
	Iteration 38Q: 3 clusters Score -2981095 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34512 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -2981090.750000 Penalty: 5233.871582
	Iteration 39Q: 3 clusters Score -2981091 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34517 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -2981096.750000 Penalty: 5233.871582
	Iteration 40F: 3 clusters Score -2981097 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34523 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -2981090.750000 Penalty: 5233.871582
	Iteration 41Q: 3 clusters Score -2981091 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34527 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -2981096.500000 Penalty: 5233.871582
	Iteration 42Q: 3 clusters Score -2981096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34531 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -2981096.500000 Penalty: 5233.871582
	Iteration 43Q: 3 clusters Score -2981096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34536 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -2981094.750000 Penalty: 5233.871582
	Iteration 44Q: 3 clusters Score -2981095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34537 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -2981098.750000 Penalty: 5233.871582
	Iteration 45Q: 3 clusters Score -2981099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34539 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -2981098.500000 Penalty: 5233.871582
	Iteration 46Q: 3 clusters Score -2981098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34543 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -2981096.000000 Penalty: 5233.871582
	Iteration 47Q: 3 clusters Score -2981096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34547 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -2981100.000000 Penalty: 5233.871582
	Iteration 48Q: 3 clusters Score -2981100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34549 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -2981096.500000 Penalty: 5233.871582
	Iteration 49Q: 3 clusters Score -2981096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34549 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -2981096.500000 Penalty: 5233.871582
	Iteration 50F: 3 clusters Score -2981096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Entering Unmasked Estep 
Score: -272539.187500 Penalty: 2025.854980
	Iteration 0F: 2 clusters Score -272539.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -268978.812500 Penalty: 4051.709961
	Iteration 0F: 3 clusters Score -268978.8 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -269733.343750 Penalty: 4051.709961
	Iteration 1F: 3 clusters Score -269733.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -269907.156250 Penalty: 4051.709961
	Iteration 2F: 3 clusters Score -269907.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -270011.750000 Penalty: 4051.709961
	Iteration 3Q: 3 clusters Score -270011.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -270073.781250 Penalty: 4051.709961
	Iteration 4Q: 3 clusters Score -270073.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -270117.468750 Penalty: 4051.709961
	Iteration 5Q: 3 clusters Score -270117.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -270166.593750 Penalty: 4051.709961
	Iteration 6Q: 3 clusters Score -270166.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -270208.437500 Penalty: 4051.709961
	Iteration 7Q: 3 clusters Score -270208.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -270244.625000 Penalty: 4051.709961
	Iteration 8Q: 3 clusters Score -270244.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -270282.156250 Penalty: 4051.709961
	Iteration 9Q: 3 clusters Score -270282.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -270309.406250 Penalty: 4051.709961
	Iteration 10Q: 3 clusters Score -270309.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -270336.406250 Penalty: 4051.709961
	Iteration 11Q: 3 clusters Score -270336.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -270363.531250 Penalty: 4051.709961
	Iteration 12Q: 3 clusters Score -270363.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -270384.406250 Penalty: 4051.709961
	Iteration 13Q: 3 clusters Score -270384.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -270414.812500 Penalty: 4051.709961
	Iteration 14Q: 3 clusters Score -270414.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -270453.125000 Penalty: 4051.709961
	Iteration 15Q: 3 clusters Score -270453.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -270490.781250 Penalty: 4051.709961
	Iteration 16Q: 3 clusters Score -270490.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -270524.031250 Penalty: 4051.709961
	Iteration 17Q: 3 clusters Score -270524 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -270565.031250 Penalty: 4051.709961
	Iteration 18Q: 3 clusters Score -270565 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -270597.125000 Penalty: 4051.709961
	Iteration 19Q: 3 clusters Score -270597.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -270624.250000 Penalty: 4051.709961
	Iteration 20F: 3 clusters Score -270624.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -270641.968750 Penalty: 4051.709961
	Iteration 21Q: 3 clusters Score -270642 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -270664.562500 Penalty: 4051.709961
	Iteration 22Q: 3 clusters Score -270664.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -270688.125000 Penalty: 4051.709961
	Iteration 23Q: 3 clusters Score -270688.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -270709.968750 Penalty: 4051.709961
	Iteration 24Q: 3 clusters Score -270710 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -270723.312500 Penalty: 4051.709961
	Iteration 25Q: 3 clusters Score -270723.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -270732.687500 Penalty: 4051.709961
	Iteration 26Q: 3 clusters Score -270732.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -270737.781250 Penalty: 4051.709961
	Iteration 27Q: 3 clusters Score -270737.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -270741.937500 Penalty: 4051.709961
	Iteration 28Q: 3 clusters Score -270741.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -270747.531250 Penalty: 4051.709961
	Iteration 29Q: 3 clusters Score -270747.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -270760.375000 Penalty: 4051.709961
	Iteration 30Q: 3 clusters Score -270760.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -270773.093750 Penalty: 4051.709961
	Iteration 31Q: 3 clusters Score -270773.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -270782.468750 Penalty: 4051.709961
	Iteration 32Q: 3 clusters Score -270782.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -270793.843750 Penalty: 4051.709961
	Iteration 33Q: 3 clusters Score -270793.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -270801.625000 Penalty: 4051.709961
	Iteration 34Q: 3 clusters Score -270801.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -270809.718750 Penalty: 4051.709961
	Iteration 35Q: 3 clusters Score -270809.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -270816.937500 Penalty: 4051.709961
	Iteration 36Q: 3 clusters Score -270816.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -270821.718750 Penalty: 4051.709961
	Iteration 37Q: 3 clusters Score -270821.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -270824.375000 Penalty: 4051.709961
	Iteration 38Q: 3 clusters Score -270824.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -270824.906250 Penalty: 4051.709961
	Iteration 39Q: 3 clusters Score -270824.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -270824.750000 Penalty: 4051.709961
	Iteration 40F: 3 clusters Score -270824.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -270826.500000 Penalty: 4051.709961
	Iteration 41Q: 3 clusters Score -270826.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -270828.406250 Penalty: 4051.709961
	Iteration 42Q: 3 clusters Score -270828.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -270828.437500 Penalty: 4051.709961
	Iteration 43Q: 3 clusters Score -270828.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -270828.437500 Penalty: 4051.709961
	Iteration 44F: 3 clusters Score -270828.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (17600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17600 members 
Entering Unmasked Estep 
Score: -1247383.750000 Penalty: 2424.362061
	Iteration 0F: 2 clusters Score -1247384 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -1234875.250000 Penalty: 4848.724121
	Iteration 0F: 3 clusters Score -1234875 nChanged 7697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -1239153.500000 Penalty: 4848.724121
	Iteration 1F: 3 clusters Score -1239154 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -1239681.875000 Penalty: 4848.724121
	Iteration 2F: 3 clusters Score -1239682 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1240231.625000 Penalty: 4848.724121
	Iteration 3F: 3 clusters Score -1240232 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -1240769.125000 Penalty: 4848.724121
	Iteration 4F: 3 clusters Score -1240769 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -1241259.000000 Penalty: 4848.724121
	Iteration 5F: 3 clusters Score -1241259 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -1241744.000000 Penalty: 4848.724121
	Iteration 6Q: 3 clusters Score -1241744 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -1242162.000000 Penalty: 4848.724121
	Iteration 7Q: 3 clusters Score -1242162 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -1242558.875000 Penalty: 4848.724121
	Iteration 8Q: 3 clusters Score -1242559 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -1242956.750000 Penalty: 4848.724121
	Iteration 9Q: 3 clusters Score -1242957 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -1243296.250000 Penalty: 4848.724121
	Iteration 10Q: 3 clusters Score -1243296 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -1243592 nChanged 488
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -1243806.875000 Penalty: 4848.724121
	Iteration 12Q: 3 clusters Score -1243807 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -1243927 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -1244033.125000 Penalty: 4848.724121
	Iteration 14Q: 3 clusters Score -1244033 nChanged 227
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -1244109.750000 Penalty: 4848.724121
	Iteration 15Q: 3 clusters Score -1244110 nChanged 227
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -1244174 nChanged 180
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -1244217 nChanged 152
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1244259 nChanged 148
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -1244305.125000 Penalty: 4848.724121
	Iteration 19Q: 3 clusters Score -1244305 nChanged 165
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -1244342.000000 Penalty: 4848.724121
	Iteration 20F: 3 clusters Score -1244342 nChanged 137
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -1244377.875000 Penalty: 4848.724121
	Iteration 21Q: 3 clusters Score -1244378 nChanged 115
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -1244403.875000 Penalty: 4848.724121
	Iteration 22Q: 3 clusters Score -1244404 nChanged 89
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -1244419.000000 Penalty: 4848.724121
	Iteration 23Q: 3 clusters Score -1244419 nChanged 84
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -1244429.375000 Penalty: 4848.724121
	Iteration 24Q: 3 clusters Score -1244429 nChanged 75
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -1244443.000000 Penalty: 4848.724121
	Iteration 25Q: 3 clusters Score -1244443 nChanged 64
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -1244461.250000 Penalty: 4848.724121
	Iteration 26Q: 3 clusters Score -1244461 nChanged 67
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -1244469.750000 Penalty: 4848.724121
	Iteration 27Q: 3 clusters Score -1244470 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1244482 nChanged 69
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -1244494.750000 Penalty: 4848.724121
	Iteration 29Q: 3 clusters Score -1244495 nChanged 77
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -1244507.625000 Penalty: 4848.724121
	Iteration 30Q: 3 clusters Score -1244508 nChanged 76
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -1244530.000000 Penalty: 4848.724121
	Iteration 31Q: 3 clusters Score -1244530 nChanged 66
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Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -1244537.250000 Penalty: 4848.724121
	Iteration 32Q: 3 clusters Score -1244537 nChanged 55
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -1244540.250000 Penalty: 4848.724121
	Iteration 33Q: 3 clusters Score -1244540 nChanged 46
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Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -1244553.750000 Penalty: 4848.724121
	Iteration 34Q: 3 clusters Score -1244554 nChanged 45
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -1244555.625000 Penalty: 4848.724121
	Iteration 35Q: 3 clusters Score -1244556 nChanged 46
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Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1244562 nChanged 40
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Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1244567 nChanged 33
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Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1244574 nChanged 32
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1244571 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -1244573 nChanged 23
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Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1244579 nChanged 20
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1244584 nChanged 25
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1244589 nChanged 19
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1244590 nChanged 16
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Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1244589 nChanged 26
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1244593 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1244596 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1244596 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -1244603.250000 Penalty: 4848.724121
	Iteration 49Q: 3 clusters Score -1244603 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -1244605.750000 Penalty: 4848.724121
	Iteration 50Q: 3 clusters Score -1244606 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1244606 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -1244608.625000 Penalty: 4848.724121
	Iteration 52Q: 3 clusters Score -1244609 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -1244610.250000 Penalty: 4848.724121
	Iteration 53Q: 3 clusters Score -1244610 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -1244612.375000 Penalty: 4848.724121
	Iteration 54Q: 3 clusters Score -1244612 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -1244615.750000 Penalty: 4848.724121
	Iteration 55Q: 3 clusters Score -1244616 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -1244618.875000 Penalty: 4848.724121
	Iteration 56Q: 3 clusters Score -1244619 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -1244622.625000 Penalty: 4848.724121
	Iteration 57Q: 3 clusters Score -1244623 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -1244624.375000 Penalty: 4848.724121
	Iteration 58Q: 3 clusters Score -1244624 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -1244625.750000 Penalty: 4848.724121
	Iteration 59Q: 3 clusters Score -1244626 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1244626 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1244624 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1244625 nChanged 11
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -1244627.250000 Penalty: 4848.724121
	Iteration 63Q: 3 clusters Score -1244627 nChanged 19
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Mstep: Class 1 contains 7050 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1244633 nChanged 20
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Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -1244635.000000 Penalty: 4848.724121
	Iteration 65Q: 3 clusters Score -1244635 nChanged 22
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Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -1244641.500000 Penalty: 4848.724121
	Iteration 66Q: 3 clusters Score -1244642 nChanged 20
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -1244638.250000 Penalty: 4848.724121
	Iteration 67Q: 3 clusters Score -1244638 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1244643 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1244641 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1244642 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -1244645.000000 Penalty: 4848.724121
	Iteration 71Q: 3 clusters Score -1244645 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6955 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1244645 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6951 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1244650 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6942 members 
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	Iteration 74Q: 3 clusters Score -1244650 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6937 members 
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Entering Unmasked Estep 
Score: -1244647.875000 Penalty: 4848.724121
	Iteration 75Q: 3 clusters Score -1244648 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6936 members 
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	Iteration 76Q: 3 clusters Score -1244649 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6933 members 
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	Iteration 77Q: 3 clusters Score -1244648 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6927 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1244651 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6921 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1244652 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6913 members 
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Entering Unmasked Estep 
Score: -1244654.375000 Penalty: 4848.724121
	Iteration 80F: 3 clusters Score -1244654 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1244656 nChanged 6
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Mstep: Class 1 contains 6901 members 
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	Iteration 82Q: 3 clusters Score -1244658 nChanged 8
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Mstep: Class 1 contains 6893 members 
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	Iteration 83Q: 3 clusters Score -1244659 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6886 members 
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	Iteration 84Q: 3 clusters Score -1244657 nChanged 6
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Mstep: Class 1 contains 6882 members 
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	Iteration 85Q: 3 clusters Score -1244657 nChanged 7
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Mstep: Class 1 contains 6877 members 
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	Iteration 86Q: 3 clusters Score -1244656 nChanged 6
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Mstep: Class 1 contains 6871 members 
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	Iteration 87Q: 3 clusters Score -1244662 nChanged 5
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Mstep: Class 1 contains 6870 members 
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	Iteration 88Q: 3 clusters Score -1244659 nChanged 3
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Mstep: Class 1 contains 6867 members 
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	Iteration 89Q: 3 clusters Score -1244660 nChanged 2
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Mstep: Class 1 contains 6867 members 
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	Iteration 90Q: 3 clusters Score -1244660 nChanged 1
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Mstep: Class 1 contains 6866 members 
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	Iteration 91Q: 3 clusters Score -1244660 nChanged 3
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Mstep: Class 1 contains 6863 members 
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	Iteration 92Q: 3 clusters Score -1244659 nChanged 5
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Mstep: Class 1 contains 6862 members 
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	Iteration 93Q: 3 clusters Score -1244661 nChanged 4
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Mstep: Class 1 contains 6862 members 
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	Iteration 94Q: 3 clusters Score -1244661 nChanged 6
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Mstep: Class 1 contains 6856 members 
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	Iteration 95Q: 3 clusters Score -1244663 nChanged 4
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Mstep: Class 1 contains 6852 members 
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	Iteration 96Q: 3 clusters Score -1244664 nChanged 1
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	Iteration 97Q: 3 clusters Score -1244664 nChanged 1
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	Iteration 98Q: 3 clusters Score -1244665 nChanged 1
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	Iteration 99Q: 3 clusters Score -1244666 nChanged 3
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Mstep: Class 1 contains 6848 members 
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	Iteration 100F: 3 clusters Score -1244664 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -1244665.625000 Penalty: 4848.724121
	Iteration 101Q: 3 clusters Score -1244666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -1244667.125000 Penalty: 4848.724121
	Iteration 102Q: 3 clusters Score -1244667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -1244666.250000 Penalty: 4848.724121
	Iteration 103Q: 3 clusters Score -1244666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -1244666.250000 Penalty: 4848.724121
	Iteration 104F: 3 clusters Score -1244666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Entering Unmasked Estep 
Score: -704899.312500 Penalty: 2285.845215
	Iteration 0F: 2 clusters Score -704899.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -697212.312500 Penalty: 4571.690430
	Iteration 0F: 3 clusters Score -697212.3 nChanged 4164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -699759.187500 Penalty: 4571.690430
	Iteration 1F: 3 clusters Score -699759.2 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -700340.125000 Penalty: 4571.690430
	Iteration 2F: 3 clusters Score -700340.1 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -700884.875000 Penalty: 4571.690430
	Iteration 3F: 3 clusters Score -700884.9 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -701391.250000 Penalty: 4571.690430
	Iteration 4F: 3 clusters Score -701391.2 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -701916.187500 Penalty: 4571.690430
	Iteration 5F: 3 clusters Score -701916.2 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -702372.312500 Penalty: 4571.690430
	Iteration 6F: 3 clusters Score -702372.3 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -702724.437500 Penalty: 4571.690430
	Iteration 7F: 3 clusters Score -702724.4 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -702987.750000 Penalty: 4571.690430
	Iteration 8Q: 3 clusters Score -702987.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -703138.812500 Penalty: 4571.690430
	Iteration 9Q: 3 clusters Score -703138.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -703255.375000 Penalty: 4571.690430
	Iteration 10Q: 3 clusters Score -703255.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -703360.125000 Penalty: 4571.690430
	Iteration 11Q: 3 clusters Score -703360.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -703459.687500 Penalty: 4571.690430
	Iteration 12Q: 3 clusters Score -703459.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -703554.875000 Penalty: 4571.690430
	Iteration 13Q: 3 clusters Score -703554.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -703640.250000 Penalty: 4571.690430
	Iteration 14Q: 3 clusters Score -703640.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -703735.812500 Penalty: 4571.690430
	Iteration 15Q: 3 clusters Score -703735.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -703835.250000 Penalty: 4571.690430
	Iteration 16Q: 3 clusters Score -703835.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -703937.437500 Penalty: 4571.690430
	Iteration 17Q: 3 clusters Score -703937.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -704024.187500 Penalty: 4571.690430
	Iteration 18Q: 3 clusters Score -704024.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -704087.937500 Penalty: 4571.690430
	Iteration 19Q: 3 clusters Score -704087.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -704128.750000 Penalty: 4571.690430
	Iteration 20F: 3 clusters Score -704128.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -704166.437500 Penalty: 4571.690430
	Iteration 21Q: 3 clusters Score -704166.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -704190.875000 Penalty: 4571.690430
	Iteration 22Q: 3 clusters Score -704190.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -704213.750000 Penalty: 4571.690430
	Iteration 23Q: 3 clusters Score -704213.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -704237.750000 Penalty: 4571.690430
	Iteration 24Q: 3 clusters Score -704237.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -704260.125000 Penalty: 4571.690430
	Iteration 25Q: 3 clusters Score -704260.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -704274.062500 Penalty: 4571.690430
	Iteration 26Q: 3 clusters Score -704274.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -704284.937500 Penalty: 4571.690430
	Iteration 27Q: 3 clusters Score -704284.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -704297.125000 Penalty: 4571.690430
	Iteration 28Q: 3 clusters Score -704297.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -704300.562500 Penalty: 4571.690430
	Iteration 29Q: 3 clusters Score -704300.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -704308.312500 Penalty: 4571.690430
	Iteration 30Q: 3 clusters Score -704308.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -704310.250000 Penalty: 4571.690430
	Iteration 31Q: 3 clusters Score -704310.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -704311.750000 Penalty: 4571.690430
	Iteration 32Q: 3 clusters Score -704311.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -704312.875000 Penalty: 4571.690430
	Iteration 33Q: 3 clusters Score -704312.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -704314.125000 Penalty: 4571.690430
	Iteration 34Q: 3 clusters Score -704314.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -704314.750000 Penalty: 4571.690430
	Iteration 35Q: 3 clusters Score -704314.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -704314.312500 Penalty: 4571.690430
	Iteration 36Q: 3 clusters Score -704314.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -704314.625000 Penalty: 4571.690430
	Iteration 37Q: 3 clusters Score -704314.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -704314.125000 Penalty: 4571.690430
	Iteration 38Q: 3 clusters Score -704314.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -704314.187500 Penalty: 4571.690430
	Iteration 39Q: 3 clusters Score -704314.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -704316.000000 Penalty: 4571.690430
	Iteration 40F: 3 clusters Score -704316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -704315.125000 Penalty: 4571.690430
	Iteration 41Q: 3 clusters Score -704315.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -704314.875000 Penalty: 4571.690430
	Iteration 42Q: 3 clusters Score -704314.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -704315.000000 Penalty: 4571.690430
	Iteration 43Q: 3 clusters Score -704315 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -704315.000000 Penalty: 4571.690430
	Iteration 44F: 3 clusters Score -704315 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Entering Unmasked Estep 
Score: -691936.812500 Penalty: 2251.756348
	Iteration 0F: 2 clusters Score -691936.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -685071.500000 Penalty: 4503.512695
	Iteration 0F: 3 clusters Score -685071.5 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -686973.750000 Penalty: 4503.512695
	Iteration 1F: 3 clusters Score -686973.8 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -687246.687500 Penalty: 4503.512695
	Iteration 2F: 3 clusters Score -687246.7 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -687413.812500 Penalty: 4503.512695
	Iteration 3Q: 3 clusters Score -687413.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -687540.875000 Penalty: 4503.512695
	Iteration 4Q: 3 clusters Score -687540.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -687657.000000 Penalty: 4503.512695
	Iteration 5Q: 3 clusters Score -687657 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -687763.000000 Penalty: 4503.512695
	Iteration 6Q: 3 clusters Score -687763 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -687859.562500 Penalty: 4503.512695
	Iteration 7Q: 3 clusters Score -687859.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -687945.000000 Penalty: 4503.512695
	Iteration 8Q: 3 clusters Score -687945 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -688018.000000 Penalty: 4503.512695
	Iteration 9Q: 3 clusters Score -688018 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -688100.312500 Penalty: 4503.512695
	Iteration 10Q: 3 clusters Score -688100.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -688181.687500 Penalty: 4503.512695
	Iteration 11Q: 3 clusters Score -688181.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -688246.875000 Penalty: 4503.512695
	Iteration 12Q: 3 clusters Score -688246.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -688315.125000 Penalty: 4503.512695
	Iteration 13Q: 3 clusters Score -688315.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -688397.062500 Penalty: 4503.512695
	Iteration 14Q: 3 clusters Score -688397.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -688480.000000 Penalty: 4503.512695
	Iteration 15Q: 3 clusters Score -688480 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -688556.187500 Penalty: 4503.512695
	Iteration 16Q: 3 clusters Score -688556.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -688631.312500 Penalty: 4503.512695
	Iteration 17Q: 3 clusters Score -688631.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -688707.437500 Penalty: 4503.512695
	Iteration 18Q: 3 clusters Score -688707.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -688766.812500 Penalty: 4503.512695
	Iteration 19Q: 3 clusters Score -688766.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -688823.750000 Penalty: 4503.512695
	Iteration 20F: 3 clusters Score -688823.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -688871.312500 Penalty: 4503.512695
	Iteration 21Q: 3 clusters Score -688871.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -688920.937500 Penalty: 4503.512695
	Iteration 22Q: 3 clusters Score -688920.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -688966.125000 Penalty: 4503.512695
	Iteration 23Q: 3 clusters Score -688966.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -689006.062500 Penalty: 4503.512695
	Iteration 24Q: 3 clusters Score -689006.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -689062.812500 Penalty: 4503.512695
	Iteration 25Q: 3 clusters Score -689062.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -689117.250000 Penalty: 4503.512695
	Iteration 26Q: 3 clusters Score -689117.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -689163.937500 Penalty: 4503.512695
	Iteration 27Q: 3 clusters Score -689163.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -689204.875000 Penalty: 4503.512695
	Iteration 28Q: 3 clusters Score -689204.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -689245.125000 Penalty: 4503.512695
	Iteration 29Q: 3 clusters Score -689245.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -689280.625000 Penalty: 4503.512695
	Iteration 30Q: 3 clusters Score -689280.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -689325.875000 Penalty: 4503.512695
	Iteration 31Q: 3 clusters Score -689325.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -689369.062500 Penalty: 4503.512695
	Iteration 32Q: 3 clusters Score -689369.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -689416.312500 Penalty: 4503.512695
	Iteration 33Q: 3 clusters Score -689416.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -689467.250000 Penalty: 4503.512695
	Iteration 34Q: 3 clusters Score -689467.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -689516.562500 Penalty: 4503.512695
	Iteration 35Q: 3 clusters Score -689516.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -689562.312500 Penalty: 4503.512695
	Iteration 36Q: 3 clusters Score -689562.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -689599.125000 Penalty: 4503.512695
	Iteration 37Q: 3 clusters Score -689599.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -689640.812500 Penalty: 4503.512695
	Iteration 38Q: 3 clusters Score -689640.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -689675.625000 Penalty: 4503.512695
	Iteration 39Q: 3 clusters Score -689675.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -689713.375000 Penalty: 4503.512695
	Iteration 40F: 3 clusters Score -689713.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -689752.937500 Penalty: 4503.512695
	Iteration 41Q: 3 clusters Score -689752.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -689792.250000 Penalty: 4503.512695
	Iteration 42Q: 3 clusters Score -689792.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -689822.500000 Penalty: 4503.512695
	Iteration 43Q: 3 clusters Score -689822.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -689851.250000 Penalty: 4503.512695
	Iteration 44Q: 3 clusters Score -689851.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -689869.312500 Penalty: 4503.512695
	Iteration 45Q: 3 clusters Score -689869.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -689890.187500 Penalty: 4503.512695
	Iteration 46Q: 3 clusters Score -689890.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -689903.687500 Penalty: 4503.512695
	Iteration 47Q: 3 clusters Score -689903.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -689927.562500 Penalty: 4503.512695
	Iteration 48Q: 3 clusters Score -689927.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -689949.437500 Penalty: 4503.512695
	Iteration 49Q: 3 clusters Score -689949.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -689961.937500 Penalty: 4503.512695
	Iteration 50Q: 3 clusters Score -689961.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -689971.625000 Penalty: 4503.512695
	Iteration 51Q: 3 clusters Score -689971.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -689978.500000 Penalty: 4503.512695
	Iteration 52Q: 3 clusters Score -689978.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -689984.437500 Penalty: 4503.512695
	Iteration 53Q: 3 clusters Score -689984.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -689991.000000 Penalty: 4503.512695
	Iteration 54Q: 3 clusters Score -689991 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -689996.125000 Penalty: 4503.512695
	Iteration 55Q: 3 clusters Score -689996.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -690001.687500 Penalty: 4503.512695
	Iteration 56Q: 3 clusters Score -690001.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -690003.250000 Penalty: 4503.512695
	Iteration 57Q: 3 clusters Score -690003.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -690004.312500 Penalty: 4503.512695
	Iteration 58Q: 3 clusters Score -690004.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -690005.812500 Penalty: 4503.512695
	Iteration 59Q: 3 clusters Score -690005.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -690007.500000 Penalty: 4503.512695
	Iteration 60F: 3 clusters Score -690007.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -690008.000000 Penalty: 4503.512695
	Iteration 61Q: 3 clusters Score -690008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -690008.062500 Penalty: 4503.512695
	Iteration 62Q: 3 clusters Score -690008.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -690008.062500 Penalty: 4503.512695
	Iteration 63F: 3 clusters Score -690008.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Entering Unmasked Estep 
Score: -420552.437500 Penalty: 2128.857666
	Iteration 0F: 2 clusters Score -420552.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -415808.375000 Penalty: 4257.715332
	Iteration 0F: 3 clusters Score -415808.4 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -416943.031250 Penalty: 4257.715332
	Iteration 1F: 3 clusters Score -416943 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -417169.843750 Penalty: 4257.715332
	Iteration 2F: 3 clusters Score -417169.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -417316.718750 Penalty: 4257.715332
	Iteration 3F: 3 clusters Score -417316.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -417424.375000 Penalty: 4257.715332
	Iteration 4Q: 3 clusters Score -417424.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -417521.343750 Penalty: 4257.715332
	Iteration 5Q: 3 clusters Score -417521.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -417627.406250 Penalty: 4257.715332
	Iteration 6Q: 3 clusters Score -417627.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -417719.812500 Penalty: 4257.715332
	Iteration 7Q: 3 clusters Score -417719.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -417812.781250 Penalty: 4257.715332
	Iteration 8Q: 3 clusters Score -417812.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -417902.343750 Penalty: 4257.715332
	Iteration 9Q: 3 clusters Score -417902.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -417983.468750 Penalty: 4257.715332
	Iteration 10Q: 3 clusters Score -417983.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -418064.468750 Penalty: 4257.715332
	Iteration 11Q: 3 clusters Score -418064.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -418162.500000 Penalty: 4257.715332
	Iteration 12Q: 3 clusters Score -418162.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -418252.750000 Penalty: 4257.715332
	Iteration 13Q: 3 clusters Score -418252.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -418327.031250 Penalty: 4257.715332
	Iteration 14Q: 3 clusters Score -418327 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -418376.843750 Penalty: 4257.715332
	Iteration 15Q: 3 clusters Score -418376.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -418416.625000 Penalty: 4257.715332
	Iteration 16Q: 3 clusters Score -418416.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -418444.531250 Penalty: 4257.715332
	Iteration 17Q: 3 clusters Score -418444.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -418469.968750 Penalty: 4257.715332
	Iteration 18Q: 3 clusters Score -418470 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -418500.437500 Penalty: 4257.715332
	Iteration 19Q: 3 clusters Score -418500.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -418535.781250 Penalty: 4257.715332
	Iteration 20F: 3 clusters Score -418535.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -418560.593750 Penalty: 4257.715332
	Iteration 21Q: 3 clusters Score -418560.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -418584.875000 Penalty: 4257.715332
	Iteration 22Q: 3 clusters Score -418584.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -418612.062500 Penalty: 4257.715332
	Iteration 23Q: 3 clusters Score -418612.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -418640.156250 Penalty: 4257.715332
	Iteration 24Q: 3 clusters Score -418640.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -418664.937500 Penalty: 4257.715332
	Iteration 25Q: 3 clusters Score -418664.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -418682.125000 Penalty: 4257.715332
	Iteration 26Q: 3 clusters Score -418682.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -418701.625000 Penalty: 4257.715332
	Iteration 27Q: 3 clusters Score -418701.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -418722.562500 Penalty: 4257.715332
	Iteration 28Q: 3 clusters Score -418722.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -418733.937500 Penalty: 4257.715332
	Iteration 29Q: 3 clusters Score -418733.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -418750.250000 Penalty: 4257.715332
	Iteration 30Q: 3 clusters Score -418750.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -418761.875000 Penalty: 4257.715332
	Iteration 31Q: 3 clusters Score -418761.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -418769.437500 Penalty: 4257.715332
	Iteration 32Q: 3 clusters Score -418769.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -418772.437500 Penalty: 4257.715332
	Iteration 33Q: 3 clusters Score -418772.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -418774.125000 Penalty: 4257.715332
	Iteration 34Q: 3 clusters Score -418774.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -418774.125000 Penalty: 4257.715332
	Iteration 35F: 3 clusters Score -418774.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (29857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29857 members 
Entering Unmasked Estep 
Score: -2298715.750000 Penalty: 2555.435303
	Iteration 0F: 2 clusters Score -2298716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -2278171.000000 Penalty: 5110.870605
	Iteration 0F: 3 clusters Score -2278171 nChanged 13484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -2285665.500000 Penalty: 5110.870605
	Iteration 1F: 3 clusters Score -2285666 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -2286188.000000 Penalty: 5110.870605
	Iteration 2Q: 3 clusters Score -2286188 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -2286696.750000 Penalty: 5110.870605
	Iteration 3Q: 3 clusters Score -2286697 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16386 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -2287308.750000 Penalty: 5110.870605
	Iteration 4Q: 3 clusters Score -2287309 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17017 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -2288031.250000 Penalty: 5110.870605
	Iteration 5Q: 3 clusters Score -2288031 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17829 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -2288851.750000 Penalty: 5110.870605
	Iteration 6F: 3 clusters Score -2288852 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18884 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -2289780.750000 Penalty: 5110.870605
	Iteration 7F: 3 clusters Score -2289781 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20198 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -2290870.250000 Penalty: 5110.870605
	Iteration 8F: 3 clusters Score -2290870 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21656 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -2292093.750000 Penalty: 5110.870605
	Iteration 9F: 3 clusters Score -2292094 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23111 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -2293349.000000 Penalty: 5110.870605
	Iteration 10F: 3 clusters Score -2293349 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24443 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -2294670.000000 Penalty: 5110.870605
	Iteration 11Q: 3 clusters Score -2294670 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25452 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -2295825.750000 Penalty: 5110.870605
	Iteration 12Q: 3 clusters Score -2295826 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26092 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -2296578.250000 Penalty: 5110.870605
	Iteration 13Q: 3 clusters Score -2296578 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26512 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -2296989.250000 Penalty: 5110.870605
	Iteration 14Q: 3 clusters Score -2296989 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26827 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -2297237.750000 Penalty: 5110.870605
	Iteration 15Q: 3 clusters Score -2297238 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27054 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -2297380.250000 Penalty: 5110.870605
	Iteration 16Q: 3 clusters Score -2297380 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27221 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -2297466.750000 Penalty: 5110.870605
	Iteration 17Q: 3 clusters Score -2297467 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27331 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -2297514.500000 Penalty: 5110.870605
	Iteration 18Q: 3 clusters Score -2297514 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27420 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -2297554.000000 Penalty: 5110.870605
	Iteration 19Q: 3 clusters Score -2297554 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27488 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -2297577.000000 Penalty: 5110.870605
	Iteration 20F: 3 clusters Score -2297577 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27539 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -2297603.000000 Penalty: 5110.870605
	Iteration 21Q: 3 clusters Score -2297603 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27595 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -2297620.750000 Penalty: 5110.870605
	Iteration 22Q: 3 clusters Score -2297621 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27637 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -2297626.500000 Penalty: 5110.870605
	Iteration 23Q: 3 clusters Score -2297626 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27670 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -2297643.000000 Penalty: 5110.870605
	Iteration 24Q: 3 clusters Score -2297643 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27701 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -2297649.000000 Penalty: 5110.870605
	Iteration 25Q: 3 clusters Score -2297649 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27726 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -2297658.250000 Penalty: 5110.870605
	Iteration 26Q: 3 clusters Score -2297658 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27754 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -2297668.250000 Penalty: 5110.870605
	Iteration 27Q: 3 clusters Score -2297668 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27775 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -2297673.250000 Penalty: 5110.870605
	Iteration 28Q: 3 clusters Score -2297673 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27799 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -2297677.000000 Penalty: 5110.870605
	Iteration 29Q: 3 clusters Score -2297677 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27814 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -2297679.750000 Penalty: 5110.870605
	Iteration 30Q: 3 clusters Score -2297680 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27825 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -2297688.000000 Penalty: 5110.870605
	Iteration 31Q: 3 clusters Score -2297688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27830 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -2297690.500000 Penalty: 5110.870605
	Iteration 32Q: 3 clusters Score -2297690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27833 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -2297691.500000 Penalty: 5110.870605
	Iteration 33Q: 3 clusters Score -2297692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27835 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -2297693.000000 Penalty: 5110.870605
	Iteration 34Q: 3 clusters Score -2297693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27838 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -2297689.250000 Penalty: 5110.870605
	Iteration 35Q: 3 clusters Score -2297689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27840 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -2297688.000000 Penalty: 5110.870605
	Iteration 36Q: 3 clusters Score -2297688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27842 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -2297685.750000 Penalty: 5110.870605
	Iteration 37Q: 3 clusters Score -2297686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27846 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -2297685.250000 Penalty: 5110.870605
	Iteration 38Q: 3 clusters Score -2297685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27849 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -2297685.000000 Penalty: 5110.870605
	Iteration 39Q: 3 clusters Score -2297685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27852 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -2297685.000000 Penalty: 5110.870605
	Iteration 40F: 3 clusters Score -2297685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27854 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -2297682.000000 Penalty: 5110.870605
	Iteration 41Q: 3 clusters Score -2297682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27854 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -2297682.000000 Penalty: 5110.870605
	Iteration 42F: 3 clusters Score -2297682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (24726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24726 members 
Entering Unmasked Estep 
Score: -1946518.125000 Penalty: 2508.671387
	Iteration 0F: 2 clusters Score -1946518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -1929377.125000 Penalty: 5017.342773
	Iteration 0F: 3 clusters Score -1929377 nChanged 11025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -1935726.000000 Penalty: 5017.342773
	Iteration 1F: 3 clusters Score -1935726 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -1936591.875000 Penalty: 5017.342773
	Iteration 2F: 3 clusters Score -1936592 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -1937402.000000 Penalty: 5017.342773
	Iteration 3F: 3 clusters Score -1937402 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -1938067.375000 Penalty: 5017.342773
	Iteration 4F: 3 clusters Score -1938067 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -1938633.250000 Penalty: 5017.342773
	Iteration 5Q: 3 clusters Score -1938633 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -1939079.000000 Penalty: 5017.342773
	Iteration 6Q: 3 clusters Score -1939079 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -1939483.375000 Penalty: 5017.342773
	Iteration 7Q: 3 clusters Score -1939483 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -1939895.625000 Penalty: 5017.342773
	Iteration 8Q: 3 clusters Score -1939896 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -1940276.750000 Penalty: 5017.342773
	Iteration 9Q: 3 clusters Score -1940277 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -1940652.375000 Penalty: 5017.342773
	Iteration 10Q: 3 clusters Score -1940652 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15007 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -1941041.375000 Penalty: 5017.342773
	Iteration 11Q: 3 clusters Score -1941041 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -1941377.875000 Penalty: 5017.342773
	Iteration 12Q: 3 clusters Score -1941378 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -1941652.000000 Penalty: 5017.342773
	Iteration 13Q: 3 clusters Score -1941652 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -1941861.250000 Penalty: 5017.342773
	Iteration 14Q: 3 clusters Score -1941861 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -1942001.625000 Penalty: 5017.342773
	Iteration 15Q: 3 clusters Score -1942002 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15790 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -1942113.375000 Penalty: 5017.342773
	Iteration 16Q: 3 clusters Score -1942113 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15928 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -1942176.750000 Penalty: 5017.342773
	Iteration 17Q: 3 clusters Score -1942177 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16062 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -1942229.625000 Penalty: 5017.342773
	Iteration 18Q: 3 clusters Score -1942230 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16221 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -1942276.250000 Penalty: 5017.342773
	Iteration 19Q: 3 clusters Score -1942276 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -1942330.125000 Penalty: 5017.342773
	Iteration 20F: 3 clusters Score -1942330 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16567 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1942376.000000 Penalty: 5017.342773
	Iteration 21Q: 3 clusters Score -1942376 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16739 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1942429.250000 Penalty: 5017.342773
	Iteration 22Q: 3 clusters Score -1942429 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16912 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1942468.375000 Penalty: 5017.342773
	Iteration 23Q: 3 clusters Score -1942468 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1942508.000000 Penalty: 5017.342773
	Iteration 24Q: 3 clusters Score -1942508 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17276 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1942552.125000 Penalty: 5017.342773
	Iteration 25Q: 3 clusters Score -1942552 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17459 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -1942597.750000 Penalty: 5017.342773
	Iteration 26Q: 3 clusters Score -1942598 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17657 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -1942654.375000 Penalty: 5017.342773
	Iteration 27Q: 3 clusters Score -1942654 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1942703.875000 Penalty: 5017.342773
	Iteration 28Q: 3 clusters Score -1942704 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18054 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1942755.375000 Penalty: 5017.342773
	Iteration 29Q: 3 clusters Score -1942755 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18263 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1942812.625000 Penalty: 5017.342773
	Iteration 30Q: 3 clusters Score -1942813 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18478 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1942869.000000 Penalty: 5017.342773
	Iteration 31Q: 3 clusters Score -1942869 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18707 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1942941.625000 Penalty: 5017.342773
	Iteration 32Q: 3 clusters Score -1942942 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18933 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1943019.125000 Penalty: 5017.342773
	Iteration 33Q: 3 clusters Score -1943019 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19184 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1943116.125000 Penalty: 5017.342773
	Iteration 34Q: 3 clusters Score -1943116 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19463 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -1943233.000000 Penalty: 5017.342773
	Iteration 35Q: 3 clusters Score -1943233 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19735 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1943336.625000 Penalty: 5017.342773
	Iteration 36Q: 3 clusters Score -1943337 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19993 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1943440.375000 Penalty: 5017.342773
	Iteration 37Q: 3 clusters Score -1943440 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20237 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1943522.000000 Penalty: 5017.342773
	Iteration 38Q: 3 clusters Score -1943522 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20454 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1943616.750000 Penalty: 5017.342773
	Iteration 39Q: 3 clusters Score -1943617 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20677 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1943709.250000 Penalty: 5017.342773
	Iteration 40F: 3 clusters Score -1943709 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20868 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -1943783.625000 Penalty: 5017.342773
	Iteration 41Q: 3 clusters Score -1943784 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21022 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1943834.250000 Penalty: 5017.342773
	Iteration 42Q: 3 clusters Score -1943834 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21175 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1943886.500000 Penalty: 5017.342773
	Iteration 43Q: 3 clusters Score -1943886 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21300 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1943920.875000 Penalty: 5017.342773
	Iteration 44Q: 3 clusters Score -1943921 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21410 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1943950.875000 Penalty: 5017.342773
	Iteration 45Q: 3 clusters Score -1943951 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21501 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1943979.125000 Penalty: 5017.342773
	Iteration 46Q: 3 clusters Score -1943979 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21582 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1944001.625000 Penalty: 5017.342773
	Iteration 47Q: 3 clusters Score -1944002 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21646 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1944024.375000 Penalty: 5017.342773
	Iteration 48Q: 3 clusters Score -1944024 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21714 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1944044.125000 Penalty: 5017.342773
	Iteration 49Q: 3 clusters Score -1944044 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21789 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1944063.000000 Penalty: 5017.342773
	Iteration 50Q: 3 clusters Score -1944063 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21856 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1944085.375000 Penalty: 5017.342773
	Iteration 51Q: 3 clusters Score -1944085 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21929 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1944110.125000 Penalty: 5017.342773
	Iteration 52Q: 3 clusters Score -1944110 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21990 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1944126.375000 Penalty: 5017.342773
	Iteration 53Q: 3 clusters Score -1944126 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22053 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1944144.625000 Penalty: 5017.342773
	Iteration 54Q: 3 clusters Score -1944145 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22115 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1944163.875000 Penalty: 5017.342773
	Iteration 55Q: 3 clusters Score -1944164 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22181 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1944176.375000 Penalty: 5017.342773
	Iteration 56Q: 3 clusters Score -1944176 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22220 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1944186.125000 Penalty: 5017.342773
	Iteration 57Q: 3 clusters Score -1944186 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22258 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1944192.750000 Penalty: 5017.342773
	Iteration 58Q: 3 clusters Score -1944193 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22300 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1944208.000000 Penalty: 5017.342773
	Iteration 59Q: 3 clusters Score -1944208 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22334 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -1944211.875000 Penalty: 5017.342773
	Iteration 60F: 3 clusters Score -1944212 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22357 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1944213.750000 Penalty: 5017.342773
	Iteration 61Q: 3 clusters Score -1944214 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22377 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1944219.250000 Penalty: 5017.342773
	Iteration 62Q: 3 clusters Score -1944219 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22399 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1944222.875000 Penalty: 5017.342773
	Iteration 63Q: 3 clusters Score -1944223 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22426 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1944226.250000 Penalty: 5017.342773
	Iteration 64Q: 3 clusters Score -1944226 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22449 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1944234.500000 Penalty: 5017.342773
	Iteration 65Q: 3 clusters Score -1944234 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22473 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1944238.250000 Penalty: 5017.342773
	Iteration 66Q: 3 clusters Score -1944238 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22495 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1944245.875000 Penalty: 5017.342773
	Iteration 67Q: 3 clusters Score -1944246 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22514 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1944246.000000 Penalty: 5017.342773
	Iteration 68Q: 3 clusters Score -1944246 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22531 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1944250.750000 Penalty: 5017.342773
	Iteration 69Q: 3 clusters Score -1944251 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22548 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1944256.000000 Penalty: 5017.342773
	Iteration 70Q: 3 clusters Score -1944256 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22560 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1944256.750000 Penalty: 5017.342773
	Iteration 71Q: 3 clusters Score -1944257 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22570 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1944257.375000 Penalty: 5017.342773
	Iteration 72Q: 3 clusters Score -1944257 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22579 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1944255.125000 Penalty: 5017.342773
	Iteration 73Q: 3 clusters Score -1944255 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22585 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1944256.750000 Penalty: 5017.342773
	Iteration 74Q: 3 clusters Score -1944257 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22591 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1944257.375000 Penalty: 5017.342773
	Iteration 75Q: 3 clusters Score -1944257 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22597 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1944256.875000 Penalty: 5017.342773
	Iteration 76Q: 3 clusters Score -1944257 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22603 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1944259.875000 Penalty: 5017.342773
	Iteration 77Q: 3 clusters Score -1944260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22610 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1944258.375000 Penalty: 5017.342773
	Iteration 78Q: 3 clusters Score -1944258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22614 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1944257.875000 Penalty: 5017.342773
	Iteration 79Q: 3 clusters Score -1944258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22621 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1944264.375000 Penalty: 5017.342773
	Iteration 80F: 3 clusters Score -1944264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22626 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1944261.000000 Penalty: 5017.342773
	Iteration 81Q: 3 clusters Score -1944261 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22631 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1944260.000000 Penalty: 5017.342773
	Iteration 82Q: 3 clusters Score -1944260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22635 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1944260.625000 Penalty: 5017.342773
	Iteration 83Q: 3 clusters Score -1944261 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22641 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1944262.250000 Penalty: 5017.342773
	Iteration 84Q: 3 clusters Score -1944262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22648 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1944260.875000 Penalty: 5017.342773
	Iteration 85Q: 3 clusters Score -1944261 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22652 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1944263.500000 Penalty: 5017.342773
	Iteration 86Q: 3 clusters Score -1944264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22656 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1944263.875000 Penalty: 5017.342773
	Iteration 87Q: 3 clusters Score -1944264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22661 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1944266.750000 Penalty: 5017.342773
	Iteration 88Q: 3 clusters Score -1944267 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22665 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1944266.125000 Penalty: 5017.342773
	Iteration 89Q: 3 clusters Score -1944266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22671 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1944268.125000 Penalty: 5017.342773
	Iteration 90Q: 3 clusters Score -1944268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22678 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1944267.000000 Penalty: 5017.342773
	Iteration 91Q: 3 clusters Score -1944267 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22683 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1944266.000000 Penalty: 5017.342773
	Iteration 92Q: 3 clusters Score -1944266 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22691 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1944267.750000 Penalty: 5017.342773
	Iteration 93Q: 3 clusters Score -1944268 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22700 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1944270.625000 Penalty: 5017.342773
	Iteration 94Q: 3 clusters Score -1944271 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22708 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1944275.875000 Penalty: 5017.342773
	Iteration 95Q: 3 clusters Score -1944276 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22714 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1944276.375000 Penalty: 5017.342773
	Iteration 96Q: 3 clusters Score -1944276 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22726 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1944278.625000 Penalty: 5017.342773
	Iteration 97Q: 3 clusters Score -1944279 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22745 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1944284.000000 Penalty: 5017.342773
	Iteration 98Q: 3 clusters Score -1944284 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22758 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1944280.625000 Penalty: 5017.342773
	Iteration 99Q: 3 clusters Score -1944281 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22776 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1944290.500000 Penalty: 5017.342773
	Iteration 100F: 3 clusters Score -1944290 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22795 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1944290.875000 Penalty: 5017.342773
	Iteration 101Q: 3 clusters Score -1944291 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22807 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1944294.250000 Penalty: 5017.342773
	Iteration 102Q: 3 clusters Score -1944294 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22822 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1944302.250000 Penalty: 5017.342773
	Iteration 103Q: 3 clusters Score -1944302 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22838 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1944302.750000 Penalty: 5017.342773
	Iteration 104Q: 3 clusters Score -1944303 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22853 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1944306.375000 Penalty: 5017.342773
	Iteration 105Q: 3 clusters Score -1944306 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22870 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1944304.500000 Penalty: 5017.342773
	Iteration 106Q: 3 clusters Score -1944304 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22883 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1944305.375000 Penalty: 5017.342773
	Iteration 107Q: 3 clusters Score -1944305 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22891 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1944308.875000 Penalty: 5017.342773
	Iteration 108Q: 3 clusters Score -1944309 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22901 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1944315.500000 Penalty: 5017.342773
	Iteration 109Q: 3 clusters Score -1944316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22910 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1944316.250000 Penalty: 5017.342773
	Iteration 110Q: 3 clusters Score -1944316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22917 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1944319.250000 Penalty: 5017.342773
	Iteration 111Q: 3 clusters Score -1944319 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22926 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1944321.375000 Penalty: 5017.342773
	Iteration 112Q: 3 clusters Score -1944321 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22932 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1944322.250000 Penalty: 5017.342773
	Iteration 113Q: 3 clusters Score -1944322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22940 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1944324.125000 Penalty: 5017.342773
	Iteration 114Q: 3 clusters Score -1944324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22948 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1944326.375000 Penalty: 5017.342773
	Iteration 115Q: 3 clusters Score -1944326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22955 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1944326.625000 Penalty: 5017.342773
	Iteration 116Q: 3 clusters Score -1944327 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22958 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1944330.125000 Penalty: 5017.342773
	Iteration 117Q: 3 clusters Score -1944330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22960 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1944327.750000 Penalty: 5017.342773
	Iteration 118Q: 3 clusters Score -1944328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22962 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1944329.000000 Penalty: 5017.342773
	Iteration 119Q: 3 clusters Score -1944329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22965 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1944325.000000 Penalty: 5017.342773
	Iteration 120F: 3 clusters Score -1944325 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22970 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1944326.875000 Penalty: 5017.342773
	Iteration 121Q: 3 clusters Score -1944327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22973 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1944328.375000 Penalty: 5017.342773
	Iteration 122Q: 3 clusters Score -1944328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22973 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1944328.375000 Penalty: 5017.342773
	Iteration 123F: 3 clusters Score -1944328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (16290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16290 members 
Entering Unmasked Estep 
Score: -1342277.750000 Penalty: 2405.180176
	Iteration 0F: 2 clusters Score -1342278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -1330535.750000 Penalty: 4810.360352
	Iteration 0F: 3 clusters Score -1330536 nChanged 7076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1334283.750000 Penalty: 4810.360352
	Iteration 1F: 3 clusters Score -1334284 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -1334692.750000 Penalty: 4810.360352
	Iteration 2F: 3 clusters Score -1334693 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -1335084.875000 Penalty: 4810.360352
	Iteration 3Q: 3 clusters Score -1335085 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1335553.000000 Penalty: 4810.360352
	Iteration 4Q: 3 clusters Score -1335553 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1336062.000000 Penalty: 4810.360352
	Iteration 5Q: 3 clusters Score -1336062 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1336556.375000 Penalty: 4810.360352
	Iteration 6Q: 3 clusters Score -1336556 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1336964.250000 Penalty: 4810.360352
	Iteration 7Q: 3 clusters Score -1336964 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1337337.000000 Penalty: 4810.360352
	Iteration 8Q: 3 clusters Score -1337337 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -1337679.500000 Penalty: 4810.360352
	Iteration 9Q: 3 clusters Score -1337680 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1337954.000000 Penalty: 4810.360352
	Iteration 10Q: 3 clusters Score -1337954 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1338165.250000 Penalty: 4810.360352
	Iteration 11Q: 3 clusters Score -1338165 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1338344.625000 Penalty: 4810.360352
	Iteration 12Q: 3 clusters Score -1338345 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1338491.250000 Penalty: 4810.360352
	Iteration 13Q: 3 clusters Score -1338491 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1338596.875000 Penalty: 4810.360352
	Iteration 14Q: 3 clusters Score -1338597 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1338690.000000 Penalty: 4810.360352
	Iteration 15Q: 3 clusters Score -1338690 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1338778.625000 Penalty: 4810.360352
	Iteration 16Q: 3 clusters Score -1338779 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1338838.875000 Penalty: 4810.360352
	Iteration 17Q: 3 clusters Score -1338839 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1338892.625000 Penalty: 4810.360352
	Iteration 18Q: 3 clusters Score -1338893 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1338933.250000 Penalty: 4810.360352
	Iteration 19Q: 3 clusters Score -1338933 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1338964.125000 Penalty: 4810.360352
	Iteration 20F: 3 clusters Score -1338964 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1338989.250000 Penalty: 4810.360352
	Iteration 21Q: 3 clusters Score -1338989 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1339016.875000 Penalty: 4810.360352
	Iteration 22Q: 3 clusters Score -1339017 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1339036.250000 Penalty: 4810.360352
	Iteration 23Q: 3 clusters Score -1339036 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1339062.875000 Penalty: 4810.360352
	Iteration 24Q: 3 clusters Score -1339063 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1339085.875000 Penalty: 4810.360352
	Iteration 25Q: 3 clusters Score -1339086 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1339116.875000 Penalty: 4810.360352
	Iteration 26Q: 3 clusters Score -1339117 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1339139.875000 Penalty: 4810.360352
	Iteration 27Q: 3 clusters Score -1339140 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1339172.875000 Penalty: 4810.360352
	Iteration 28Q: 3 clusters Score -1339173 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1339204.250000 Penalty: 4810.360352
	Iteration 29Q: 3 clusters Score -1339204 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1339234.375000 Penalty: 4810.360352
	Iteration 30Q: 3 clusters Score -1339234 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1339250.375000 Penalty: 4810.360352
	Iteration 31Q: 3 clusters Score -1339250 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1339265.750000 Penalty: 4810.360352
	Iteration 32Q: 3 clusters Score -1339266 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1339281.750000 Penalty: 4810.360352
	Iteration 33Q: 3 clusters Score -1339282 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1339295.625000 Penalty: 4810.360352
	Iteration 34Q: 3 clusters Score -1339296 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1339303.375000 Penalty: 4810.360352
	Iteration 35Q: 3 clusters Score -1339303 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1339315.000000 Penalty: 4810.360352
	Iteration 36Q: 3 clusters Score -1339315 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1339319.500000 Penalty: 4810.360352
	Iteration 37Q: 3 clusters Score -1339320 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1339321.750000 Penalty: 4810.360352
	Iteration 38Q: 3 clusters Score -1339322 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1339324.750000 Penalty: 4810.360352
	Iteration 39Q: 3 clusters Score -1339325 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1339327.375000 Penalty: 4810.360352
	Iteration 40F: 3 clusters Score -1339327 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1339331.750000 Penalty: 4810.360352
	Iteration 41Q: 3 clusters Score -1339332 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1339337.000000 Penalty: 4810.360352
	Iteration 42Q: 3 clusters Score -1339337 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1339341.000000 Penalty: 4810.360352
	Iteration 43Q: 3 clusters Score -1339341 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1339345.500000 Penalty: 4810.360352
	Iteration 44Q: 3 clusters Score -1339346 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1339345.875000 Penalty: 4810.360352
	Iteration 45Q: 3 clusters Score -1339346 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1339352.875000 Penalty: 4810.360352
	Iteration 46Q: 3 clusters Score -1339353 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1339353.375000 Penalty: 4810.360352
	Iteration 47Q: 3 clusters Score -1339353 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1339359.625000 Penalty: 4810.360352
	Iteration 48Q: 3 clusters Score -1339360 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1339357.000000 Penalty: 4810.360352
	Iteration 49Q: 3 clusters Score -1339357 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1339364.500000 Penalty: 4810.360352
	Iteration 50Q: 3 clusters Score -1339364 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1339363.750000 Penalty: 4810.360352
	Iteration 51Q: 3 clusters Score -1339364 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1339363.500000 Penalty: 4810.360352
	Iteration 52Q: 3 clusters Score -1339364 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1339363.500000 Penalty: 4810.360352
	Iteration 53Q: 3 clusters Score -1339364 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1339370.125000 Penalty: 4810.360352
	Iteration 54Q: 3 clusters Score -1339370 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1339369.875000 Penalty: 4810.360352
	Iteration 55Q: 3 clusters Score -1339370 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1339375.375000 Penalty: 4810.360352
	Iteration 56Q: 3 clusters Score -1339375 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1339379.250000 Penalty: 4810.360352
	Iteration 57Q: 3 clusters Score -1339379 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1339378.625000 Penalty: 4810.360352
	Iteration 58Q: 3 clusters Score -1339379 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1339382.250000 Penalty: 4810.360352
	Iteration 59Q: 3 clusters Score -1339382 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1339382.375000 Penalty: 4810.360352
	Iteration 60F: 3 clusters Score -1339382 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1339389.500000 Penalty: 4810.360352
	Iteration 61Q: 3 clusters Score -1339390 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1339389.125000 Penalty: 4810.360352
	Iteration 62Q: 3 clusters Score -1339389 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1339387.875000 Penalty: 4810.360352
	Iteration 63Q: 3 clusters Score -1339388 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1339394.000000 Penalty: 4810.360352
	Iteration 64Q: 3 clusters Score -1339394 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1339396.500000 Penalty: 4810.360352
	Iteration 65Q: 3 clusters Score -1339396 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1339396.500000 Penalty: 4810.360352
	Iteration 66Q: 3 clusters Score -1339396 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1339395.125000 Penalty: 4810.360352
	Iteration 67Q: 3 clusters Score -1339395 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1339395.875000 Penalty: 4810.360352
	Iteration 68Q: 3 clusters Score -1339396 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1339400.250000 Penalty: 4810.360352
	Iteration 69Q: 3 clusters Score -1339400 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1339403.875000 Penalty: 4810.360352
	Iteration 70Q: 3 clusters Score -1339404 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1339402.250000 Penalty: 4810.360352
	Iteration 71Q: 3 clusters Score -1339402 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1339410.125000 Penalty: 4810.360352
	Iteration 72Q: 3 clusters Score -1339410 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1339416.125000 Penalty: 4810.360352
	Iteration 73Q: 3 clusters Score -1339416 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1339419.375000 Penalty: 4810.360352
	Iteration 74Q: 3 clusters Score -1339419 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1339426.750000 Penalty: 4810.360352
	Iteration 75Q: 3 clusters Score -1339427 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1339432.000000 Penalty: 4810.360352
	Iteration 76Q: 3 clusters Score -1339432 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1339435.250000 Penalty: 4810.360352
	Iteration 77Q: 3 clusters Score -1339435 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1339434.750000 Penalty: 4810.360352
	Iteration 78Q: 3 clusters Score -1339435 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1339443.250000 Penalty: 4810.360352
	Iteration 79Q: 3 clusters Score -1339443 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1339441.500000 Penalty: 4810.360352
	Iteration 80F: 3 clusters Score -1339442 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1339441.875000 Penalty: 4810.360352
	Iteration 81Q: 3 clusters Score -1339442 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1339442.625000 Penalty: 4810.360352
	Iteration 82Q: 3 clusters Score -1339443 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1339446.000000 Penalty: 4810.360352
	Iteration 83Q: 3 clusters Score -1339446 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1339448.500000 Penalty: 4810.360352
	Iteration 84Q: 3 clusters Score -1339448 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1339448.125000 Penalty: 4810.360352
	Iteration 85Q: 3 clusters Score -1339448 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1339452.625000 Penalty: 4810.360352
	Iteration 86Q: 3 clusters Score -1339453 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1339454.500000 Penalty: 4810.360352
	Iteration 87Q: 3 clusters Score -1339454 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1339460.625000 Penalty: 4810.360352
	Iteration 88Q: 3 clusters Score -1339461 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1339461.875000 Penalty: 4810.360352
	Iteration 89Q: 3 clusters Score -1339462 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1339464.375000 Penalty: 4810.360352
	Iteration 90Q: 3 clusters Score -1339464 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1339467.250000 Penalty: 4810.360352
	Iteration 91Q: 3 clusters Score -1339467 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1339470.250000 Penalty: 4810.360352
	Iteration 92Q: 3 clusters Score -1339470 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1339473.625000 Penalty: 4810.360352
	Iteration 93Q: 3 clusters Score -1339474 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1339474.875000 Penalty: 4810.360352
	Iteration 94Q: 3 clusters Score -1339475 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1339479.000000 Penalty: 4810.360352
	Iteration 95Q: 3 clusters Score -1339479 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1339481.750000 Penalty: 4810.360352
	Iteration 96Q: 3 clusters Score -1339482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1339479.125000 Penalty: 4810.360352
	Iteration 97Q: 3 clusters Score -1339479 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1339479.375000 Penalty: 4810.360352
	Iteration 98Q: 3 clusters Score -1339479 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1339484.000000 Penalty: 4810.360352
	Iteration 99Q: 3 clusters Score -1339484 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1339483.875000 Penalty: 4810.360352
	Iteration 100F: 3 clusters Score -1339484 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1339487.375000 Penalty: 4810.360352
	Iteration 101Q: 3 clusters Score -1339487 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1339487.625000 Penalty: 4810.360352
	Iteration 102Q: 3 clusters Score -1339488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1339491.125000 Penalty: 4810.360352
	Iteration 103Q: 3 clusters Score -1339491 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1339487.625000 Penalty: 4810.360352
	Iteration 104Q: 3 clusters Score -1339488 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1339490.625000 Penalty: 4810.360352
	Iteration 105Q: 3 clusters Score -1339491 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1339496.375000 Penalty: 4810.360352
	Iteration 106Q: 3 clusters Score -1339496 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1339498.000000 Penalty: 4810.360352
	Iteration 107Q: 3 clusters Score -1339498 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1339500.875000 Penalty: 4810.360352
	Iteration 108Q: 3 clusters Score -1339501 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1339502.625000 Penalty: 4810.360352
	Iteration 109Q: 3 clusters Score -1339503 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1339510.375000 Penalty: 4810.360352
	Iteration 110Q: 3 clusters Score -1339510 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1339515.500000 Penalty: 4810.360352
	Iteration 111Q: 3 clusters Score -1339516 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1339522.750000 Penalty: 4810.360352
	Iteration 112Q: 3 clusters Score -1339523 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1339529.750000 Penalty: 4810.360352
	Iteration 113Q: 3 clusters Score -1339530 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1339530.500000 Penalty: 4810.360352
	Iteration 114Q: 3 clusters Score -1339530 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1339539.875000 Penalty: 4810.360352
	Iteration 115Q: 3 clusters Score -1339540 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1339543.000000 Penalty: 4810.360352
	Iteration 116Q: 3 clusters Score -1339543 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1339552.250000 Penalty: 4810.360352
	Iteration 117Q: 3 clusters Score -1339552 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1339554.750000 Penalty: 4810.360352
	Iteration 118Q: 3 clusters Score -1339555 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1339564.125000 Penalty: 4810.360352
	Iteration 119Q: 3 clusters Score -1339564 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1339573.750000 Penalty: 4810.360352
	Iteration 120F: 3 clusters Score -1339574 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1339586.375000 Penalty: 4810.360352
	Iteration 121Q: 3 clusters Score -1339586 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1339595.250000 Penalty: 4810.360352
	Iteration 122Q: 3 clusters Score -1339595 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1339597.625000 Penalty: 4810.360352
	Iteration 123Q: 3 clusters Score -1339598 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1339602.625000 Penalty: 4810.360352
	Iteration 124Q: 3 clusters Score -1339603 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1339609.875000 Penalty: 4810.360352
	Iteration 125Q: 3 clusters Score -1339610 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1339612.000000 Penalty: 4810.360352
	Iteration 126Q: 3 clusters Score -1339612 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1339618.875000 Penalty: 4810.360352
	Iteration 127Q: 3 clusters Score -1339619 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1339627.750000 Penalty: 4810.360352
	Iteration 128Q: 3 clusters Score -1339628 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1339633.750000 Penalty: 4810.360352
	Iteration 129Q: 3 clusters Score -1339634 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1339640.125000 Penalty: 4810.360352
	Iteration 130Q: 3 clusters Score -1339640 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1339645.250000 Penalty: 4810.360352
	Iteration 131Q: 3 clusters Score -1339645 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1339653.125000 Penalty: 4810.360352
	Iteration 132Q: 3 clusters Score -1339653 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1339663.625000 Penalty: 4810.360352
	Iteration 133Q: 3 clusters Score -1339664 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1339667.750000 Penalty: 4810.360352
	Iteration 134Q: 3 clusters Score -1339668 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1339669.500000 Penalty: 4810.360352
	Iteration 135Q: 3 clusters Score -1339670 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1339678.500000 Penalty: 4810.360352
	Iteration 136Q: 3 clusters Score -1339678 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1339685.125000 Penalty: 4810.360352
	Iteration 137Q: 3 clusters Score -1339685 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1339696.125000 Penalty: 4810.360352
	Iteration 138Q: 3 clusters Score -1339696 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1339702.750000 Penalty: 4810.360352
	Iteration 139Q: 3 clusters Score -1339703 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1339710.750000 Penalty: 4810.360352
	Iteration 140F: 3 clusters Score -1339711 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1339713.250000 Penalty: 4810.360352
	Iteration 141Q: 3 clusters Score -1339713 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1339717.875000 Penalty: 4810.360352
	Iteration 142Q: 3 clusters Score -1339718 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1339725.375000 Penalty: 4810.360352
	Iteration 143Q: 3 clusters Score -1339725 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1339734.625000 Penalty: 4810.360352
	Iteration 144Q: 3 clusters Score -1339735 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1339739.375000 Penalty: 4810.360352
	Iteration 145Q: 3 clusters Score -1339739 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1339739.875000 Penalty: 4810.360352
	Iteration 146Q: 3 clusters Score -1339740 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1339749.750000 Penalty: 4810.360352
	Iteration 147Q: 3 clusters Score -1339750 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1339747.875000 Penalty: 4810.360352
	Iteration 148Q: 3 clusters Score -1339748 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1339756.500000 Penalty: 4810.360352
	Iteration 149Q: 3 clusters Score -1339756 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1339766.000000 Penalty: 4810.360352
	Iteration 150Q: 3 clusters Score -1339766 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1339770.500000 Penalty: 4810.360352
	Iteration 151Q: 3 clusters Score -1339770 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1339775.625000 Penalty: 4810.360352
	Iteration 152Q: 3 clusters Score -1339776 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1339779.625000 Penalty: 4810.360352
	Iteration 153Q: 3 clusters Score -1339780 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -1339783.125000 Penalty: 4810.360352
	Iteration 154Q: 3 clusters Score -1339783 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1339791.250000 Penalty: 4810.360352
	Iteration 155Q: 3 clusters Score -1339791 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1339795.750000 Penalty: 4810.360352
	Iteration 156Q: 3 clusters Score -1339796 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1339800.125000 Penalty: 4810.360352
	Iteration 157Q: 3 clusters Score -1339800 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1339802.125000 Penalty: 4810.360352
	Iteration 158Q: 3 clusters Score -1339802 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1339808.250000 Penalty: 4810.360352
	Iteration 159Q: 3 clusters Score -1339808 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1339816.875000 Penalty: 4810.360352
	Iteration 160F: 3 clusters Score -1339817 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1339816.375000 Penalty: 4810.360352
	Iteration 161Q: 3 clusters Score -1339816 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1339821.875000 Penalty: 4810.360352
	Iteration 162Q: 3 clusters Score -1339822 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1339834.125000 Penalty: 4810.360352
	Iteration 163Q: 3 clusters Score -1339834 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1339839.000000 Penalty: 4810.360352
	Iteration 164Q: 3 clusters Score -1339839 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1339844.875000 Penalty: 4810.360352
	Iteration 165Q: 3 clusters Score -1339845 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1339849.750000 Penalty: 4810.360352
	Iteration 166Q: 3 clusters Score -1339850 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1339859.875000 Penalty: 4810.360352
	Iteration 167Q: 3 clusters Score -1339860 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1339871.625000 Penalty: 4810.360352
	Iteration 168Q: 3 clusters Score -1339872 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1339880.000000 Penalty: 4810.360352
	Iteration 169Q: 3 clusters Score -1339880 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1339889.000000 Penalty: 4810.360352
	Iteration 170Q: 3 clusters Score -1339889 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1339894.625000 Penalty: 4810.360352
	Iteration 171Q: 3 clusters Score -1339895 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1339902.750000 Penalty: 4810.360352
	Iteration 172Q: 3 clusters Score -1339903 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1339908.500000 Penalty: 4810.360352
	Iteration 173Q: 3 clusters Score -1339908 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1339913.000000 Penalty: 4810.360352
	Iteration 174Q: 3 clusters Score -1339913 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1339923.250000 Penalty: 4810.360352
	Iteration 175Q: 3 clusters Score -1339923 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1339931.125000 Penalty: 4810.360352
	Iteration 176Q: 3 clusters Score -1339931 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1339940.125000 Penalty: 4810.360352
	Iteration 177Q: 3 clusters Score -1339940 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1339950.625000 Penalty: 4810.360352
	Iteration 178Q: 3 clusters Score -1339951 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1339962.250000 Penalty: 4810.360352
	Iteration 179Q: 3 clusters Score -1339962 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1339975.375000 Penalty: 4810.360352
	Iteration 180F: 3 clusters Score -1339975 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1339990.125000 Penalty: 4810.360352
	Iteration 181Q: 3 clusters Score -1339990 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1340000.375000 Penalty: 4810.360352
	Iteration 182Q: 3 clusters Score -1340000 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1340016.750000 Penalty: 4810.360352
	Iteration 183Q: 3 clusters Score -1340017 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1340034.500000 Penalty: 4810.360352
	Iteration 184Q: 3 clusters Score -1340034 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1340045.000000 Penalty: 4810.360352
	Iteration 185Q: 3 clusters Score -1340045 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1340059.875000 Penalty: 4810.360352
	Iteration 186Q: 3 clusters Score -1340060 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1340072.625000 Penalty: 4810.360352
	Iteration 187Q: 3 clusters Score -1340073 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1340086.875000 Penalty: 4810.360352
	Iteration 188Q: 3 clusters Score -1340087 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1340098.000000 Penalty: 4810.360352
	Iteration 189Q: 3 clusters Score -1340098 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1340111.250000 Penalty: 4810.360352
	Iteration 190Q: 3 clusters Score -1340111 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1340121.500000 Penalty: 4810.360352
	Iteration 191Q: 3 clusters Score -1340122 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1340128.250000 Penalty: 4810.360352
	Iteration 192Q: 3 clusters Score -1340128 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1340133.500000 Penalty: 4810.360352
	Iteration 193Q: 3 clusters Score -1340134 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1340139.875000 Penalty: 4810.360352
	Iteration 194Q: 3 clusters Score -1340140 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1340138.000000 Penalty: 4810.360352
	Iteration 195Q: 3 clusters Score -1340138 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1340144.625000 Penalty: 4810.360352
	Iteration 196Q: 3 clusters Score -1340145 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1340150.875000 Penalty: 4810.360352
	Iteration 197Q: 3 clusters Score -1340151 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1340151.500000 Penalty: 4810.360352
	Iteration 198Q: 3 clusters Score -1340152 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1340159.875000 Penalty: 4810.360352
	Iteration 199Q: 3 clusters Score -1340160 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1340168.750000 Penalty: 4810.360352
	Iteration 200F: 3 clusters Score -1340169 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1340173.125000 Penalty: 4810.360352
	Iteration 201Q: 3 clusters Score -1340173 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1340171.625000 Penalty: 4810.360352
	Iteration 202Q: 3 clusters Score -1340172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1340176.250000 Penalty: 4810.360352
	Iteration 203Q: 3 clusters Score -1340176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1340177.875000 Penalty: 4810.360352
	Iteration 204Q: 3 clusters Score -1340178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1340179.375000 Penalty: 4810.360352
	Iteration 205Q: 3 clusters Score -1340179 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1340182.875000 Penalty: 4810.360352
	Iteration 206Q: 3 clusters Score -1340183 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1340182.125000 Penalty: 4810.360352
	Iteration 207Q: 3 clusters Score -1340182 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1340186.875000 Penalty: 4810.360352
	Iteration 208Q: 3 clusters Score -1340187 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1340186.625000 Penalty: 4810.360352
	Iteration 209Q: 3 clusters Score -1340187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1340189.625000 Penalty: 4810.360352
	Iteration 210Q: 3 clusters Score -1340190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1340192.250000 Penalty: 4810.360352
	Iteration 211Q: 3 clusters Score -1340192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1340192.375000 Penalty: 4810.360352
	Iteration 212Q: 3 clusters Score -1340192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1340194.000000 Penalty: 4810.360352
	Iteration 213Q: 3 clusters Score -1340194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1340194.000000 Penalty: 4810.360352
	Iteration 214Q: 3 clusters Score -1340194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1340194.000000 Penalty: 4810.360352
	Iteration 215F: 3 clusters Score -1340194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (156667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156667 members 
Entering Unmasked Estep 
Score: -12483563.000000 Penalty: 2966.545654
	Iteration 0F: 2 clusters Score -1.248356e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78198 members 
Mstep: Class 2 contains 78469 members 
Entering Unmasked Estep 
Score: -12378697.000000 Penalty: 5933.091309
	Iteration 0F: 3 clusters Score -1.23787e+07 nChanged 75123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76173 members 
Mstep: Class 2 contains 80494 members 
Entering Unmasked Estep 
Score: -12422142.000000 Penalty: 5933.091309
	Iteration 1F: 3 clusters Score -1.242214e+07 nChanged 4895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74762 members 
Mstep: Class 2 contains 81905 members 
Entering Unmasked Estep 
Score: -12423191.000000 Penalty: 5933.091309
	Iteration 2Q: 3 clusters Score -1.242319e+07 nChanged 5389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72437 members 
Mstep: Class 2 contains 84230 members 
Entering Unmasked Estep 
Score: -12424664.000000 Penalty: 5933.091309
	Iteration 3Q: 3 clusters Score -1.242466e+07 nChanged 6304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68801 members 
Mstep: Class 2 contains 87866 members 
Entering Unmasked Estep 
Score: -12426817.000000 Penalty: 5933.091309
	Iteration 4Q: 3 clusters Score -1.242682e+07 nChanged 7516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63657 members 
Mstep: Class 2 contains 93010 members 
Entering Unmasked Estep 
Score: -12429866.000000 Penalty: 5933.091309
	Iteration 5Q: 3 clusters Score -1.242987e+07 nChanged 8603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56722 members 
Mstep: Class 2 contains 99945 members 
Entering Unmasked Estep 
Score: -12434439.000000 Penalty: 5933.091309
	Iteration 6F: 3 clusters Score -1.243444e+07 nChanged 9979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47757 members 
Mstep: Class 2 contains 108910 members 
Entering Unmasked Estep 
Score: -12440688.000000 Penalty: 5933.091309
	Iteration 7F: 3 clusters Score -1.244069e+07 nChanged 11003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37318 members 
Mstep: Class 2 contains 119349 members 
Entering Unmasked Estep 
Score: -12448780.000000 Penalty: 5933.091309
	Iteration 8F: 3 clusters Score -1.244878e+07 nChanged 10752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26788 members 
Mstep: Class 2 contains 129879 members 
Entering Unmasked Estep 
Score: -12457738.000000 Penalty: 5933.091309
	Iteration 9F: 3 clusters Score -1.245774e+07 nChanged 9308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17540 members 
Mstep: Class 2 contains 139127 members 
Entering Unmasked Estep 
Score: -12465982.000000 Penalty: 5933.091309
	Iteration 10F: 3 clusters Score -1.246598e+07 nChanged 6891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 146008 members 
Entering Unmasked Estep 
Score: -12472185.000000 Penalty: 5933.091309
	Iteration 11Q: 3 clusters Score -1.247218e+07 nChanged 4525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 150525 members 
Entering Unmasked Estep 
Score: -12476212.000000 Penalty: 5933.091309
	Iteration 12Q: 3 clusters Score -1.247621e+07 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 153121 members 
Entering Unmasked Estep 
Score: -12478378.000000 Penalty: 5933.091309
	Iteration 13Q: 3 clusters Score -1.247838e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 154553 members 
Entering Unmasked Estep 
Score: -12479501.000000 Penalty: 5933.091309
	Iteration 14Q: 3 clusters Score -1.24795e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 155313 members 
Entering Unmasked Estep 
Score: -12480098.000000 Penalty: 5933.091309
	Iteration 15Q: 3 clusters Score -1.24801e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 155702 members 
Entering Unmasked Estep 
Score: -12480462.000000 Penalty: 5933.091309
	Iteration 16Q: 3 clusters Score -1.248046e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 155884 members 
Entering Unmasked Estep 
Score: -12480628.000000 Penalty: 5933.091309
	Iteration 17Q: 3 clusters Score -1.248063e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 155976 members 
Entering Unmasked Estep 
Score: -12480714.000000 Penalty: 5933.091309
	Iteration 18Q: 3 clusters Score -1.248071e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 156033 members 
Entering Unmasked Estep 
Score: -12480756.000000 Penalty: 5933.091309
	Iteration 19Q: 3 clusters Score -1.248076e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 156089 members 
Entering Unmasked Estep 
Score: -12480789.000000 Penalty: 5933.091309
	Iteration 20F: 3 clusters Score -1.248079e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 156118 members 
Entering Unmasked Estep 
Score: -12480814.000000 Penalty: 5933.091309
	Iteration 21Q: 3 clusters Score -1.248081e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 156153 members 
Entering Unmasked Estep 
Score: -12480865.000000 Penalty: 5933.091309
	Iteration 22Q: 3 clusters Score -1.248086e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 156172 members 
Entering Unmasked Estep 
Score: -12480892.000000 Penalty: 5933.091309
	Iteration 23Q: 3 clusters Score -1.248089e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 156190 members 
Entering Unmasked Estep 
Score: -12480933.000000 Penalty: 5933.091309
	Iteration 24Q: 3 clusters Score -1.248093e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 156204 members 
Entering Unmasked Estep 
Score: -12480951.000000 Penalty: 5933.091309
	Iteration 25Q: 3 clusters Score -1.248095e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 156212 members 
Entering Unmasked Estep 
Score: -12480961.000000 Penalty: 5933.091309
	Iteration 26Q: 3 clusters Score -1.248096e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 156221 members 
Entering Unmasked Estep 
Score: -12480982.000000 Penalty: 5933.091309
	Iteration 27Q: 3 clusters Score -1.248098e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 156227 members 
Entering Unmasked Estep 
Score: -12480984.000000 Penalty: 5933.091309
	Iteration 28Q: 3 clusters Score -1.248098e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 156231 members 
Entering Unmasked Estep 
Score: -12480997.000000 Penalty: 5933.091309
	Iteration 29Q: 3 clusters Score -1.2481e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 156234 members 
Entering Unmasked Estep 
Score: -12480988.000000 Penalty: 5933.091309
	Iteration 30Q: 3 clusters Score -1.248099e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 156238 members 
Entering Unmasked Estep 
Score: -12480992.000000 Penalty: 5933.091309
	Iteration 31Q: 3 clusters Score -1.248099e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 156244 members 
Entering Unmasked Estep 
Score: -12481001.000000 Penalty: 5933.091309
	Iteration 32Q: 3 clusters Score -1.2481e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 156250 members 
Entering Unmasked Estep 
Score: -12480994.000000 Penalty: 5933.091309
	Iteration 33Q: 3 clusters Score -1.248099e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 156254 members 
Entering Unmasked Estep 
Score: -12481006.000000 Penalty: 5933.091309
	Iteration 34Q: 3 clusters Score -1.248101e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 156256 members 
Entering Unmasked Estep 
Score: -12481006.000000 Penalty: 5933.091309
	Iteration 35Q: 3 clusters Score -1.248101e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 156260 members 
Entering Unmasked Estep 
Score: -12481010.000000 Penalty: 5933.091309
	Iteration 36Q: 3 clusters Score -1.248101e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 156264 members 
Entering Unmasked Estep 
Score: -12481014.000000 Penalty: 5933.091309
	Iteration 37Q: 3 clusters Score -1.248101e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 156266 members 
Entering Unmasked Estep 
Score: -12481012.000000 Penalty: 5933.091309
	Iteration 38Q: 3 clusters Score -1.248101e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 156267 members 
Entering Unmasked Estep 
Score: -12481016.000000 Penalty: 5933.091309
	Iteration 39Q: 3 clusters Score -1.248102e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 156269 members 
Entering Unmasked Estep 
Score: -12481017.000000 Penalty: 5933.091309
	Iteration 40F: 3 clusters Score -1.248102e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 156270 members 
Entering Unmasked Estep 
Score: -12481017.000000 Penalty: 5933.091309
	Iteration 41Q: 3 clusters Score -1.248102e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 156272 members 
Entering Unmasked Estep 
Score: -12481024.000000 Penalty: 5933.091309
	Iteration 42Q: 3 clusters Score -1.248102e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 156272 members 
Entering Unmasked Estep 
Score: -12481024.000000 Penalty: 5933.091309
	Iteration 43Q: 3 clusters Score -1.248102e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 156270 members 
Entering Unmasked Estep 
Score: -12481028.000000 Penalty: 5933.091309
	Iteration 44Q: 3 clusters Score -1.248103e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 156270 members 
Entering Unmasked Estep 
Score: -12481028.000000 Penalty: 5933.091309
	Iteration 45F: 3 clusters Score -1.248103e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (27588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27588 members 
Entering Unmasked Estep 
Score: -2263382.500000 Penalty: 2535.833740
	Iteration 0F: 2 clusters Score -2263382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -2244341.250000 Penalty: 5071.667480
	Iteration 0F: 3 clusters Score -2244341 nChanged 12487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -2251058.500000 Penalty: 5071.667480
	Iteration 1F: 3 clusters Score -2251058 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -2251536.000000 Penalty: 5071.667480
	Iteration 2Q: 3 clusters Score -2251536 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -2251917.000000 Penalty: 5071.667480
	Iteration 3Q: 3 clusters Score -2251917 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14787 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -2252277.000000 Penalty: 5071.667480
	Iteration 4Q: 3 clusters Score -2252277 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -2252647.250000 Penalty: 5071.667480
	Iteration 5Q: 3 clusters Score -2252647 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15590 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -2252982.500000 Penalty: 5071.667480
	Iteration 6Q: 3 clusters Score -2252982 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16096 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -2253399.750000 Penalty: 5071.667480
	Iteration 7Q: 3 clusters Score -2253400 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16765 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -2253958.250000 Penalty: 5071.667480
	Iteration 8Q: 3 clusters Score -2253958 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17535 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -2254654.750000 Penalty: 5071.667480
	Iteration 9Q: 3 clusters Score -2254655 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -2255502.000000 Penalty: 5071.667480
	Iteration 10Q: 3 clusters Score -2255502 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19222 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -2256385.500000 Penalty: 5071.667480
	Iteration 11Q: 3 clusters Score -2256386 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20017 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -2257222.750000 Penalty: 5071.667480
	Iteration 12Q: 3 clusters Score -2257223 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20731 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -2257863.500000 Penalty: 5071.667480
	Iteration 13Q: 3 clusters Score -2257864 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21315 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -2258323.500000 Penalty: 5071.667480
	Iteration 14Q: 3 clusters Score -2258324 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21877 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -2258705.750000 Penalty: 5071.667480
	Iteration 15Q: 3 clusters Score -2258706 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22360 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -2258978.000000 Penalty: 5071.667480
	Iteration 16Q: 3 clusters Score -2258978 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22785 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -2259214.250000 Penalty: 5071.667480
	Iteration 17Q: 3 clusters Score -2259214 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23206 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -2259437.750000 Penalty: 5071.667480
	Iteration 18Q: 3 clusters Score -2259438 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23578 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -2259626.750000 Penalty: 5071.667480
	Iteration 19Q: 3 clusters Score -2259627 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23895 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -2259790.250000 Penalty: 5071.667480
	Iteration 20F: 3 clusters Score -2259790 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24207 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -2259937.750000 Penalty: 5071.667480
	Iteration 21Q: 3 clusters Score -2259938 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24486 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -2260085.500000 Penalty: 5071.667480
	Iteration 22Q: 3 clusters Score -2260086 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24750 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -2260215.500000 Penalty: 5071.667480
	Iteration 23Q: 3 clusters Score -2260216 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24977 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -2260330.250000 Penalty: 5071.667480
	Iteration 24Q: 3 clusters Score -2260330 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25187 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -2260436.500000 Penalty: 5071.667480
	Iteration 25Q: 3 clusters Score -2260436 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25413 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -2260556.500000 Penalty: 5071.667480
	Iteration 26Q: 3 clusters Score -2260556 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25574 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -2260637.250000 Penalty: 5071.667480
	Iteration 27Q: 3 clusters Score -2260637 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25730 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -2260724.000000 Penalty: 5071.667480
	Iteration 28Q: 3 clusters Score -2260724 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25847 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -2260781.250000 Penalty: 5071.667480
	Iteration 29Q: 3 clusters Score -2260781 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25949 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -2260823.000000 Penalty: 5071.667480
	Iteration 30Q: 3 clusters Score -2260823 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26047 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -2260863.750000 Penalty: 5071.667480
	Iteration 31Q: 3 clusters Score -2260864 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26135 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -2260910.750000 Penalty: 5071.667480
	Iteration 32Q: 3 clusters Score -2260911 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26213 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -2260953.000000 Penalty: 5071.667480
	Iteration 33Q: 3 clusters Score -2260953 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26283 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -2260981.000000 Penalty: 5071.667480
	Iteration 34Q: 3 clusters Score -2260981 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26340 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -2261006.500000 Penalty: 5071.667480
	Iteration 35Q: 3 clusters Score -2261006 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26399 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -2261024.250000 Penalty: 5071.667480
	Iteration 36Q: 3 clusters Score -2261024 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26457 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -2261044.000000 Penalty: 5071.667480
	Iteration 37Q: 3 clusters Score -2261044 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26504 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -2261066.500000 Penalty: 5071.667480
	Iteration 38Q: 3 clusters Score -2261066 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26536 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -2261083.000000 Penalty: 5071.667480
	Iteration 39Q: 3 clusters Score -2261083 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26569 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -2261101.750000 Penalty: 5071.667480
	Iteration 40F: 3 clusters Score -2261102 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26604 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -2261119.750000 Penalty: 5071.667480
	Iteration 41Q: 3 clusters Score -2261120 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26631 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -2261134.500000 Penalty: 5071.667480
	Iteration 42Q: 3 clusters Score -2261134 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26666 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -2261156.750000 Penalty: 5071.667480
	Iteration 43Q: 3 clusters Score -2261157 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26698 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -2261178.250000 Penalty: 5071.667480
	Iteration 44Q: 3 clusters Score -2261178 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26726 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -2261189.000000 Penalty: 5071.667480
	Iteration 45Q: 3 clusters Score -2261189 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26749 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -2261194.750000 Penalty: 5071.667480
	Iteration 46Q: 3 clusters Score -2261195 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26769 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -2261210.500000 Penalty: 5071.667480
	Iteration 47Q: 3 clusters Score -2261210 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26786 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -2261215.750000 Penalty: 5071.667480
	Iteration 48Q: 3 clusters Score -2261216 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26796 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -2261219.500000 Penalty: 5071.667480
	Iteration 49Q: 3 clusters Score -2261220 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26806 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -2261223.000000 Penalty: 5071.667480
	Iteration 50Q: 3 clusters Score -2261223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26810 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -2261220.750000 Penalty: 5071.667480
	Iteration 51Q: 3 clusters Score -2261221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26814 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -2261222.000000 Penalty: 5071.667480
	Iteration 52Q: 3 clusters Score -2261222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26816 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -2261226.500000 Penalty: 5071.667480
	Iteration 53Q: 3 clusters Score -2261226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26819 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -2261223.750000 Penalty: 5071.667480
	Iteration 54Q: 3 clusters Score -2261224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26822 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -2261223.500000 Penalty: 5071.667480
	Iteration 55Q: 3 clusters Score -2261224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26822 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -2261223.500000 Penalty: 5071.667480
	Iteration 56F: 3 clusters Score -2261224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Entering Unmasked Estep 
Score: -143995.328125 Penalty: 1922.472534
	Iteration 0F: 2 clusters Score -143995.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -141222.187500 Penalty: 3844.945068
	Iteration 0F: 3 clusters Score -141222.2 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -141868.921875 Penalty: 3844.945068
	Iteration 1F: 3 clusters Score -141868.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -142079.812500 Penalty: 3844.945068
	Iteration 2F: 3 clusters Score -142079.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -142203.140625 Penalty: 3844.945068
	Iteration 3F: 3 clusters Score -142203.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -142333.625000 Penalty: 3844.945068
	Iteration 4F: 3 clusters Score -142333.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -142474.187500 Penalty: 3844.945068
	Iteration 5Q: 3 clusters Score -142474.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -142610.625000 Penalty: 3844.945068
	Iteration 6Q: 3 clusters Score -142610.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -142739.828125 Penalty: 3844.945068
	Iteration 7Q: 3 clusters Score -142739.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -142842.109375 Penalty: 3844.945068
	Iteration 8Q: 3 clusters Score -142842.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -142927.531250 Penalty: 3844.945068
	Iteration 9Q: 3 clusters Score -142927.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -143012.031250 Penalty: 3844.945068
	Iteration 10Q: 3 clusters Score -143012 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -143154.156250 Penalty: 3844.945068
	Iteration 11Q: 3 clusters Score -143154.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -143295.359375 Penalty: 3844.945068
	Iteration 12Q: 3 clusters Score -143295.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -143424.750000 Penalty: 3844.945068
	Iteration 13Q: 3 clusters Score -143424.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -143519.531250 Penalty: 3844.945068
	Iteration 14Q: 3 clusters Score -143519.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -143570.906250 Penalty: 3844.945068
	Iteration 15Q: 3 clusters Score -143570.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -143603.437500 Penalty: 3844.945068
	Iteration 16Q: 3 clusters Score -143603.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -143620.734375 Penalty: 3844.945068
	Iteration 17Q: 3 clusters Score -143620.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -143631.718750 Penalty: 3844.945068
	Iteration 18Q: 3 clusters Score -143631.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -143639.218750 Penalty: 3844.945068
	Iteration 19Q: 3 clusters Score -143639.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -143644.218750 Penalty: 3844.945068
	Iteration 20F: 3 clusters Score -143644.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -143651.640625 Penalty: 3844.945068
	Iteration 21Q: 3 clusters Score -143651.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -143657.812500 Penalty: 3844.945068
	Iteration 22Q: 3 clusters Score -143657.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -143665.765625 Penalty: 3844.945068
	Iteration 23Q: 3 clusters Score -143665.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -143677.906250 Penalty: 3844.945068
	Iteration 24Q: 3 clusters Score -143677.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -143692.437500 Penalty: 3844.945068
	Iteration 25Q: 3 clusters Score -143692.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -143696.531250 Penalty: 3844.945068
	Iteration 26Q: 3 clusters Score -143696.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -143699.859375 Penalty: 3844.945068
	Iteration 27Q: 3 clusters Score -143699.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -143700.234375 Penalty: 3844.945068
	Iteration 28Q: 3 clusters Score -143700.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -143700.234375 Penalty: 3844.945068
	Iteration 29F: 3 clusters Score -143700.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Entering Unmasked Estep 
Score: -157407.515625 Penalty: 1923.323975
	Iteration 0F: 2 clusters Score -157407.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -154629.703125 Penalty: 3846.647949
	Iteration 0F: 3 clusters Score -154629.7 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -155216.093750 Penalty: 3846.647949
	Iteration 1F: 3 clusters Score -155216.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -155349.687500 Penalty: 3846.647949
	Iteration 2F: 3 clusters Score -155349.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -155411.250000 Penalty: 3846.647949
	Iteration 3Q: 3 clusters Score -155411.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -155452.531250 Penalty: 3846.647949
	Iteration 4Q: 3 clusters Score -155452.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -155473.390625 Penalty: 3846.647949
	Iteration 5Q: 3 clusters Score -155473.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -155487.015625 Penalty: 3846.647949
	Iteration 6Q: 3 clusters Score -155487 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -155499.468750 Penalty: 3846.647949
	Iteration 7Q: 3 clusters Score -155499.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -155508.031250 Penalty: 3846.647949
	Iteration 8Q: 3 clusters Score -155508 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -155515.250000 Penalty: 3846.647949
	Iteration 9Q: 3 clusters Score -155515.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -155520.984375 Penalty: 3846.647949
	Iteration 10Q: 3 clusters Score -155521 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -155526.671875 Penalty: 3846.647949
	Iteration 11Q: 3 clusters Score -155526.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -155533.234375 Penalty: 3846.647949
	Iteration 12Q: 3 clusters Score -155533.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -155539.375000 Penalty: 3846.647949
	Iteration 13Q: 3 clusters Score -155539.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -155544.515625 Penalty: 3846.647949
	Iteration 14Q: 3 clusters Score -155544.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -155548.687500 Penalty: 3846.647949
	Iteration 15Q: 3 clusters Score -155548.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -155556.640625 Penalty: 3846.647949
	Iteration 16Q: 3 clusters Score -155556.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -155565.890625 Penalty: 3846.647949
	Iteration 17Q: 3 clusters Score -155565.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -155572.125000 Penalty: 3846.647949
	Iteration 18Q: 3 clusters Score -155572.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -155576.343750 Penalty: 3846.647949
	Iteration 19Q: 3 clusters Score -155576.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -155579.265625 Penalty: 3846.647949
	Iteration 20F: 3 clusters Score -155579.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -155580.656250 Penalty: 3846.647949
	Iteration 21Q: 3 clusters Score -155580.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -155581.656250 Penalty: 3846.647949
	Iteration 22Q: 3 clusters Score -155581.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -155583.453125 Penalty: 3846.647949
	Iteration 23Q: 3 clusters Score -155583.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -155586.796875 Penalty: 3846.647949
	Iteration 24Q: 3 clusters Score -155586.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -155588.765625 Penalty: 3846.647949
	Iteration 25Q: 3 clusters Score -155588.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -155591.109375 Penalty: 3846.647949
	Iteration 26Q: 3 clusters Score -155591.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -155592.796875 Penalty: 3846.647949
	Iteration 27Q: 3 clusters Score -155592.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -155593.359375 Penalty: 3846.647949
	Iteration 28Q: 3 clusters Score -155593.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -155593.625000 Penalty: 3846.647949
	Iteration 29Q: 3 clusters Score -155593.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -155594.359375 Penalty: 3846.647949
	Iteration 30Q: 3 clusters Score -155594.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -155594.359375 Penalty: 3846.647949
	Iteration 31F: 3 clusters Score -155594.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (8207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Entering Unmasked Estep 
Score: -629513.500000 Penalty: 2235.160156
	Iteration 0F: 2 clusters Score -629513.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -623011.812500 Penalty: 4470.320312
	Iteration 0F: 3 clusters Score -623011.8 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -624917.500000 Penalty: 4470.320312
	Iteration 1F: 3 clusters Score -624917.5 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -625300.937500 Penalty: 4470.320312
	Iteration 2F: 3 clusters Score -625300.9 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -625632.562500 Penalty: 4470.320312
	Iteration 3F: 3 clusters Score -625632.6 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -625942.500000 Penalty: 4470.320312
	Iteration 4F: 3 clusters Score -625942.5 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -626293.750000 Penalty: 4470.320312
	Iteration 5F: 3 clusters Score -626293.8 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -626686.625000 Penalty: 4470.320312
	Iteration 6F: 3 clusters Score -626686.6 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -627054.062500 Penalty: 4470.320312
	Iteration 7F: 3 clusters Score -627054.1 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -627319.562500 Penalty: 4470.320312
	Iteration 8Q: 3 clusters Score -627319.6 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -627499.937500 Penalty: 4470.320312
	Iteration 9Q: 3 clusters Score -627499.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -627629.750000 Penalty: 4470.320312
	Iteration 10Q: 3 clusters Score -627629.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -627739.000000 Penalty: 4470.320312
	Iteration 11Q: 3 clusters Score -627739 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -627819.750000 Penalty: 4470.320312
	Iteration 12Q: 3 clusters Score -627819.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -627895.187500 Penalty: 4470.320312
	Iteration 13Q: 3 clusters Score -627895.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -627949.750000 Penalty: 4470.320312
	Iteration 14Q: 3 clusters Score -627949.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -627995.062500 Penalty: 4470.320312
	Iteration 15Q: 3 clusters Score -627995.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -628033.562500 Penalty: 4470.320312
	Iteration 16Q: 3 clusters Score -628033.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -628075.562500 Penalty: 4470.320312
	Iteration 17Q: 3 clusters Score -628075.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -628112.187500 Penalty: 4470.320312
	Iteration 18Q: 3 clusters Score -628112.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -628143.062500 Penalty: 4470.320312
	Iteration 19Q: 3 clusters Score -628143.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -628171.562500 Penalty: 4470.320312
	Iteration 20F: 3 clusters Score -628171.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -628203.562500 Penalty: 4470.320312
	Iteration 21Q: 3 clusters Score -628203.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -628237.250000 Penalty: 4470.320312
	Iteration 22Q: 3 clusters Score -628237.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -628261.937500 Penalty: 4470.320312
	Iteration 23Q: 3 clusters Score -628261.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -628284.187500 Penalty: 4470.320312
	Iteration 24Q: 3 clusters Score -628284.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -628303.937500 Penalty: 4470.320312
	Iteration 25Q: 3 clusters Score -628303.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -628320.875000 Penalty: 4470.320312
	Iteration 26Q: 3 clusters Score -628320.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -628329.875000 Penalty: 4470.320312
	Iteration 27Q: 3 clusters Score -628329.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -628339.125000 Penalty: 4470.320312
	Iteration 28Q: 3 clusters Score -628339.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -628346.687500 Penalty: 4470.320312
	Iteration 29Q: 3 clusters Score -628346.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -628352.875000 Penalty: 4470.320312
	Iteration 30Q: 3 clusters Score -628352.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -628358.250000 Penalty: 4470.320312
	Iteration 31Q: 3 clusters Score -628358.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -628361.125000 Penalty: 4470.320312
	Iteration 32Q: 3 clusters Score -628361.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -628366.312500 Penalty: 4470.320312
	Iteration 33Q: 3 clusters Score -628366.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -628368.562500 Penalty: 4470.320312
	Iteration 34Q: 3 clusters Score -628368.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -628368.062500 Penalty: 4470.320312
	Iteration 35Q: 3 clusters Score -628368.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -628368.812500 Penalty: 4470.320312
	Iteration 36Q: 3 clusters Score -628368.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -628368.062500 Penalty: 4470.320312
	Iteration 37Q: 3 clusters Score -628368.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -628369.812500 Penalty: 4470.320312
	Iteration 38Q: 3 clusters Score -628369.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -628370.187500 Penalty: 4470.320312
	Iteration 39Q: 3 clusters Score -628370.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -628370.687500 Penalty: 4470.320312
	Iteration 40F: 3 clusters Score -628370.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -628369.500000 Penalty: 4470.320312
	Iteration 41Q: 3 clusters Score -628369.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -628368.875000 Penalty: 4470.320312
	Iteration 42Q: 3 clusters Score -628368.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -628368.875000 Penalty: 4470.320312
	Iteration 43F: 3 clusters Score -628368.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (523649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523649 members 
Entering Unmasked Estep 
Score: -41254272.000000 Penalty: 3265.807129
	Iteration 0F: 2 clusters Score -4.125427e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261430 members 
Mstep: Class 2 contains 262219 members 
Entering Unmasked Estep 
Score: -40899332.000000 Penalty: 6531.614258
	Iteration 0F: 3 clusters Score -4.089933e+07 nChanged 255760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251152 members 
Mstep: Class 2 contains 272497 members 
Entering Unmasked Estep 
Score: -41054336.000000 Penalty: 6531.614258
	Iteration 1F: 3 clusters Score -4.105434e+07 nChanged 12826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244662 members 
Mstep: Class 2 contains 278987 members 
Entering Unmasked Estep 
Score: -41056500.000000 Penalty: 6531.614258
	Iteration 2Q: 3 clusters Score -4.10565e+07 nChanged 15275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234023 members 
Mstep: Class 2 contains 289626 members 
Entering Unmasked Estep 
Score: -41060660.000000 Penalty: 6531.614258
	Iteration 3Q: 3 clusters Score -4.106066e+07 nChanged 19243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217704 members 
Mstep: Class 2 contains 305945 members 
Entering Unmasked Estep 
Score: -41067628.000000 Penalty: 6531.614258
	Iteration 4Q: 3 clusters Score -4.106763e+07 nChanged 25748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193330 members 
Mstep: Class 2 contains 330319 members 
Entering Unmasked Estep 
Score: -41080936.000000 Penalty: 6531.614258
	Iteration 5Q: 3 clusters Score -4.108094e+07 nChanged 35010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158772 members 
Mstep: Class 2 contains 364877 members 
Entering Unmasked Estep 
Score: -41104824.000000 Penalty: 6531.614258
	Iteration 6F: 3 clusters Score -4.110482e+07 nChanged 44271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114583 members 
Mstep: Class 2 contains 409066 members 
Entering Unmasked Estep 
Score: -41142028.000000 Penalty: 6531.614258
	Iteration 7F: 3 clusters Score -4.114203e+07 nChanged 46543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68046 members 
Mstep: Class 2 contains 455603 members 
Entering Unmasked Estep 
Score: -41186736.000000 Penalty: 6531.614258
	Iteration 8F: 3 clusters Score -4.118674e+07 nChanged 36199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31849 members 
Mstep: Class 2 contains 491800 members 
Entering Unmasked Estep 
Score: -41222228.000000 Penalty: 6531.614258
	Iteration 9F: 3 clusters Score -4.122223e+07 nChanged 19576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 511376 members 
Entering Unmasked Estep 
Score: -41240748.000000 Penalty: 6531.614258
	Iteration 10Q: 3 clusters Score -4.124075e+07 nChanged 7875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 519251 members 
Entering Unmasked Estep 
Score: -41247712.000000 Penalty: 6531.614258
	Iteration 11Q: 3 clusters Score -4.124771e+07 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 521887 members 
Entering Unmasked Estep 
Score: -41249968.000000 Penalty: 6531.614258
	Iteration 12Q: 3 clusters Score -4.124997e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 522715 members 
Entering Unmasked Estep 
Score: -41250800.000000 Penalty: 6531.614258
	Iteration 13Q: 3 clusters Score -4.12508e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 522979 members 
Entering Unmasked Estep 
Score: -41250996.000000 Penalty: 6531.614258
	Iteration 14Q: 3 clusters Score -4.1251e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 523102 members 
Entering Unmasked Estep 
Score: -41251120.000000 Penalty: 6531.614258
	Iteration 15Q: 3 clusters Score -4.125112e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 523161 members 
Entering Unmasked Estep 
Score: -41251220.000000 Penalty: 6531.614258
	Iteration 16Q: 3 clusters Score -4.125122e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 523198 members 
Entering Unmasked Estep 
Score: -41251252.000000 Penalty: 6531.614258
	Iteration 17Q: 3 clusters Score -4.125125e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 523215 members 
Entering Unmasked Estep 
Score: -41251288.000000 Penalty: 6531.614258
	Iteration 18Q: 3 clusters Score -4.125129e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 523223 members 
Entering Unmasked Estep 
Score: -41251300.000000 Penalty: 6531.614258
	Iteration 19Q: 3 clusters Score -4.12513e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 523228 members 
Entering Unmasked Estep 
Score: -41251312.000000 Penalty: 6531.614258
	Iteration 20F: 3 clusters Score -4.125131e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 523239 members 
Entering Unmasked Estep 
Score: -41251336.000000 Penalty: 6531.614258
	Iteration 21Q: 3 clusters Score -4.125134e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 523243 members 
Entering Unmasked Estep 
Score: -41251340.000000 Penalty: 6531.614258
	Iteration 22Q: 3 clusters Score -4.125134e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 523247 members 
Entering Unmasked Estep 
Score: -41251352.000000 Penalty: 6531.614258
	Iteration 23Q: 3 clusters Score -4.125135e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 523252 members 
Entering Unmasked Estep 
Score: -41251368.000000 Penalty: 6531.614258
	Iteration 24Q: 3 clusters Score -4.125137e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 523254 members 
Entering Unmasked Estep 
Score: -41251360.000000 Penalty: 6531.614258
	Iteration 25Q: 3 clusters Score -4.125136e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 523253 members 
Entering Unmasked Estep 
Score: -41251380.000000 Penalty: 6531.614258
	Iteration 26Q: 3 clusters Score -4.125138e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 523252 members 
Entering Unmasked Estep 
Score: -41251376.000000 Penalty: 6531.614258
	Iteration 27Q: 3 clusters Score -4.125138e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 523253 members 
Entering Unmasked Estep 
Score: -41251384.000000 Penalty: 6531.614258
	Iteration 28Q: 3 clusters Score -4.125138e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 523252 members 
Entering Unmasked Estep 
Score: -41251380.000000 Penalty: 6531.614258
	Iteration 29Q: 3 clusters Score -4.125138e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 523253 members 
Entering Unmasked Estep 
Score: -41251408.000000 Penalty: 6531.614258
	Iteration 30Q: 3 clusters Score -4.125141e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 523255 members 
Entering Unmasked Estep 
Score: -41251404.000000 Penalty: 6531.614258
	Iteration 31Q: 3 clusters Score -4.12514e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 523256 members 
Entering Unmasked Estep 
Score: -41251396.000000 Penalty: 6531.614258
	Iteration 32Q: 3 clusters Score -4.12514e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 523255 members 
Entering Unmasked Estep 
Score: -41251396.000000 Penalty: 6531.614258
	Iteration 33Q: 3 clusters Score -4.12514e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 523257 members 
Entering Unmasked Estep 
Score: -41251416.000000 Penalty: 6531.614258
	Iteration 34Q: 3 clusters Score -4.125142e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 523258 members 
Entering Unmasked Estep 
Score: -41251428.000000 Penalty: 6531.614258
	Iteration 35Q: 3 clusters Score -4.125143e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 523258 members 
Entering Unmasked Estep 
Score: -41251428.000000 Penalty: 6531.614258
	Iteration 36F: 3 clusters Score -4.125143e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (61815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61815 members 
Entering Unmasked Estep 
Score: -5020361.000000 Penalty: 2735.911621
	Iteration 0F: 2 clusters Score -5020361 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30851 members 
Mstep: Class 2 contains 30964 members 
Entering Unmasked Estep 
Score: -4979104.500000 Penalty: 5471.823242
	Iteration 0F: 3 clusters Score -4979104 nChanged 28626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29657 members 
Mstep: Class 2 contains 32158 members 
Entering Unmasked Estep 
Score: -4995378.500000 Penalty: 5471.823242
	Iteration 1F: 3 clusters Score -4995378 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28766 members 
Mstep: Class 2 contains 33049 members 
Entering Unmasked Estep 
Score: -4996252.500000 Penalty: 5471.823242
	Iteration 2Q: 3 clusters Score -4996252 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27538 members 
Mstep: Class 2 contains 34277 members 
Entering Unmasked Estep 
Score: -4997377.500000 Penalty: 5471.823242
	Iteration 3Q: 3 clusters Score -4997378 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25945 members 
Mstep: Class 2 contains 35870 members 
Entering Unmasked Estep 
Score: -4998688.000000 Penalty: 5471.823242
	Iteration 4Q: 3 clusters Score -4998688 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23931 members 
Mstep: Class 2 contains 37884 members 
Entering Unmasked Estep 
Score: -5000181.000000 Penalty: 5471.823242
	Iteration 5Q: 3 clusters Score -5000181 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21478 members 
Mstep: Class 2 contains 40337 members 
Entering Unmasked Estep 
Score: -5001906.000000 Penalty: 5471.823242
	Iteration 6F: 3 clusters Score -5001906 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18588 members 
Mstep: Class 2 contains 43227 members 
Entering Unmasked Estep 
Score: -5004082.000000 Penalty: 5471.823242
	Iteration 7F: 3 clusters Score -5004082 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 46463 members 
Entering Unmasked Estep 
Score: -5006590.000000 Penalty: 5471.823242
	Iteration 8F: 3 clusters Score -5006590 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 49685 members 
Entering Unmasked Estep 
Score: -5009124.500000 Penalty: 5471.823242
	Iteration 9F: 3 clusters Score -5009124 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 52660 members 
Entering Unmasked Estep 
Score: -5011588.000000 Penalty: 5471.823242
	Iteration 10Q: 3 clusters Score -5011588 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 55089 members 
Entering Unmasked Estep 
Score: -5013479.500000 Penalty: 5471.823242
	Iteration 11Q: 3 clusters Score -5013480 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 56920 members 
Entering Unmasked Estep 
Score: -5014900.000000 Penalty: 5471.823242
	Iteration 12Q: 3 clusters Score -5014900 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 58247 members 
Entering Unmasked Estep 
Score: -5015836.000000 Penalty: 5471.823242
	Iteration 13Q: 3 clusters Score -5015836 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 59183 members 
Entering Unmasked Estep 
Score: -5016475.500000 Penalty: 5471.823242
	Iteration 14Q: 3 clusters Score -5016476 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 59851 members 
Entering Unmasked Estep 
Score: -5016940.000000 Penalty: 5471.823242
	Iteration 15Q: 3 clusters Score -5016940 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 60344 members 
Entering Unmasked Estep 
Score: -5017214.500000 Penalty: 5471.823242
	Iteration 16Q: 3 clusters Score -5017214 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 60650 members 
Entering Unmasked Estep 
Score: -5017411.500000 Penalty: 5471.823242
	Iteration 17Q: 3 clusters Score -5017412 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 60860 members 
Entering Unmasked Estep 
Score: -5017546.500000 Penalty: 5471.823242
	Iteration 18Q: 3 clusters Score -5017546 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 61009 members 
Entering Unmasked Estep 
Score: -5017650.000000 Penalty: 5471.823242
	Iteration 19Q: 3 clusters Score -5017650 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 61115 members 
Entering Unmasked Estep 
Score: -5017739.500000 Penalty: 5471.823242
	Iteration 20F: 3 clusters Score -5017740 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 61203 members 
Entering Unmasked Estep 
Score: -5017823.500000 Penalty: 5471.823242
	Iteration 21Q: 3 clusters Score -5017824 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 61261 members 
Entering Unmasked Estep 
Score: -5017868.500000 Penalty: 5471.823242
	Iteration 22Q: 3 clusters Score -5017868 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 61297 members 
Entering Unmasked Estep 
Score: -5017902.500000 Penalty: 5471.823242
	Iteration 23Q: 3 clusters Score -5017902 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 61322 members 
Entering Unmasked Estep 
Score: -5017940.500000 Penalty: 5471.823242
	Iteration 24Q: 3 clusters Score -5017940 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 61335 members 
Entering Unmasked Estep 
Score: -5017956.500000 Penalty: 5471.823242
	Iteration 25Q: 3 clusters Score -5017956 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 61349 members 
Entering Unmasked Estep 
Score: -5017986.000000 Penalty: 5471.823242
	Iteration 26Q: 3 clusters Score -5017986 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 61359 members 
Entering Unmasked Estep 
Score: -5017999.500000 Penalty: 5471.823242
	Iteration 27Q: 3 clusters Score -5018000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 61365 members 
Entering Unmasked Estep 
Score: -5018010.000000 Penalty: 5471.823242
	Iteration 28Q: 3 clusters Score -5018010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 61367 members 
Entering Unmasked Estep 
Score: -5018012.000000 Penalty: 5471.823242
	Iteration 29Q: 3 clusters Score -5018012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 61369 members 
Entering Unmasked Estep 
Score: -5018009.000000 Penalty: 5471.823242
	Iteration 30Q: 3 clusters Score -5018009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 61371 members 
Entering Unmasked Estep 
Score: -5018011.500000 Penalty: 5471.823242
	Iteration 31Q: 3 clusters Score -5018012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 61373 members 
Entering Unmasked Estep 
Score: -5018007.000000 Penalty: 5471.823242
	Iteration 32Q: 3 clusters Score -5018007 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 61373 members 
Entering Unmasked Estep 
Score: -5018007.000000 Penalty: 5471.823242
	Iteration 33F: 3 clusters Score -5018007 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 8436 members 
Mstep: Class 3 contains 17513 members 
Mstep: Class 4 contains 9374 members 
Mstep: Class 5 contains 51652 members 
Mstep: Class 6 contains 77252 members 
Mstep: Class 7 contains 10070 members 
Mstep: Class 8 contains 2291 members 
Mstep: Class 9 contains 61548 members 
Mstep: Class 10 contains 16998 members 
Mstep: Class 11 contains 152182 members 
Mstep: Class 12 contains 27532 members 
Mstep: Class 13 contains 6598 members 
Mstep: Class 14 contains 10054 members 
Mstep: Class 15 contains 2605 members 
Mstep: Class 16 contains 45352 members 
Mstep: Class 17 contains 6172 members 
Mstep: Class 18 contains 10800 members 
Mstep: Class 19 contains 38260 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 17600 members 
Mstep: Class 22 contains 10068 members 
Mstep: Class 23 contains 8775 members 
Mstep: Class 24 contains 5346 members 
Mstep: Class 25 contains 29857 members 
Mstep: Class 26 contains 24726 members 
Mstep: Class 27 contains 16290 members 
Mstep: Class 28 contains 156667 members 
Mstep: Class 29 contains 27588 members 
Mstep: Class 30 contains 2326 members 
Mstep: Class 31 contains 2334 members 
Mstep: Class 32 contains 8207 members 
Mstep: Class 33 contains 523649 members 
Mstep: Class 34 contains 61815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111992144.000000 Penalty: 119701.210938
Iteration 399Q: 35 clusters Score -1.119921e+08 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 8436 members 
Mstep: Class 3 contains 17644 members 
Mstep: Class 4 contains 9377 members 
Mstep: Class 5 contains 51682 members 
Mstep: Class 6 contains 77253 members 
Mstep: Class 7 contains 10063 members 
Mstep: Class 8 contains 2291 members 
Mstep: Class 9 contains 61426 members 
Mstep: Class 10 contains 16988 members 
Mstep: Class 11 contains 152190 members 
Mstep: Class 12 contains 27530 members 
Mstep: Class 13 contains 6588 members 
Mstep: Class 14 contains 10054 members 
Mstep: Class 15 contains 2605 members 
Mstep: Class 16 contains 45350 members 
Mstep: Class 17 contains 6166 members 
Mstep: Class 18 contains 10795 members 
Mstep: Class 19 contains 38271 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 17598 members 
Mstep: Class 22 contains 10070 members 
Mstep: Class 23 contains 8775 members 
Mstep: Class 24 contains 5348 members 
Mstep: Class 25 contains 29856 members 
Mstep: Class 26 contains 24730 members 
Mstep: Class 27 contains 16311 members 
Mstep: Class 28 contains 157216 members 
Mstep: Class 29 contains 27600 members 
Mstep: Class 30 contains 2326 members 
Mstep: Class 31 contains 2334 members 
Mstep: Class 32 contains 8206 members 
Mstep: Class 33 contains 523043 members 
Mstep: Class 34 contains 61812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111992360.000000 Penalty: 119701.210938
Iteration 400F: 35 clusters Score -1.119924e+08 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 8436 members 
Mstep: Class 3 contains 17782 members 
Mstep: Class 4 contains 9386 members 
Mstep: Class 5 contains 51729 members 
Mstep: Class 6 contains 77257 members 
Mstep: Class 7 contains 10060 members 
Mstep: Class 8 contains 2291 members 
Mstep: Class 9 contains 61315 members 
Mstep: Class 10 contains 16983 members 
Mstep: Class 11 contains 152195 members 
Mstep: Class 12 contains 27531 members 
Mstep: Class 13 contains 6580 members 
Mstep: Class 14 contains 10054 members 
Mstep: Class 15 contains 2605 members 
Mstep: Class 16 contains 45350 members 
Mstep: Class 17 contains 6164 members 
Mstep: Class 18 contains 10789 members 
Mstep: Class 19 contains 38272 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 17603 members 
Mstep: Class 22 contains 10074 members 
Mstep: Class 23 contains 8775 members 
Mstep: Class 24 contains 5350 members 
Mstep: Class 25 contains 29859 members 
Mstep: Class 26 contains 24736 members 
Mstep: Class 27 contains 16334 members 
Mstep: Class 28 contains 157745 members 
Mstep: Class 29 contains 27600 members 
Mstep: Class 30 contains 2326 members 
Mstep: Class 31 contains 2334 members 
Mstep: Class 32 contains 8206 members 
Mstep: Class 33 contains 522395 members 
Mstep: Class 34 contains 61818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111992528.000000 Penalty: 119701.210938
Iteration 401Q: 35 clusters Score -1.119925e+08 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 8436 members 
Mstep: Class 3 contains 17916 members 
Mstep: Class 4 contains 9394 members 
Mstep: Class 5 contains 51778 members 
Mstep: Class 6 contains 77254 members 
Mstep: Class 7 contains 10052 members 
Mstep: Class 8 contains 2292 members 
Mstep: Class 9 contains 61214 members 
Mstep: Class 10 contains 16981 members 
Mstep: Class 11 contains 152202 members 
Mstep: Class 12 contains 27531 members 
Mstep: Class 13 contains 6573 members 
Mstep: Class 14 contains 10055 members 
Mstep: Class 15 contains 2605 members 
Mstep: Class 16 contains 45349 members 
Mstep: Class 17 contains 6166 members 
Mstep: Class 18 contains 10783 members 
Mstep: Class 19 contains 38270 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 17602 members 
Mstep: Class 22 contains 10077 members 
Mstep: Class 23 contains 8775 members 
Mstep: Class 24 contains 5352 members 
Mstep: Class 25 contains 29860 members 
Mstep: Class 26 contains 24742 members 
Mstep: Class 27 contains 16347 members 
Mstep: Class 28 contains 158261 members 
Mstep: Class 29 contains 27602 members 
Mstep: Class 30 contains 2327 members 
Mstep: Class 31 contains 2334 members 
Mstep: Class 32 contains 8206 members 
Mstep: Class 33 contains 521776 members 
Mstep: Class 34 contains 61822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111992824.000000 Penalty: 119701.210938
Iteration 402Q: 35 clusters Score -1.119928e+08 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 8436 members 
Mstep: Class 3 contains 18040 members 
Mstep: Class 4 contains 9391 members 
Mstep: Class 5 contains 51824 members 
Mstep: Class 6 contains 77237 members 
Mstep: Class 7 contains 10040 members 
Mstep: Class 8 contains 2292 members 
Mstep: Class 9 contains 61107 members 
Mstep: Class 10 contains 16977 members 
Mstep: Class 11 contains 152206 members 
Mstep: Class 12 contains 27531 members 
Mstep: Class 13 contains 6570 members 
Mstep: Class 14 contains 10055 members 
Mstep: Class 15 contains 2605 members 
Mstep: Class 16 contains 45346 members 
Mstep: Class 17 contains 6164 members 
Mstep: Class 18 contains 10779 members 
Mstep: Class 19 contains 38276 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 17606 members 
Mstep: Class 22 contains 10079 members 
Mstep: Class 23 contains 8775 members 
Mstep: Class 24 contains 5351 members 
Mstep: Class 25 contains 29865 members 
Mstep: Class 26 contains 24741 members 
Mstep: Class 27 contains 16359 members 
Mstep: Class 28 contains 158783 members 
Mstep: Class 29 contains 27613 members 
Mstep: Class 30 contains 2327 members 
Mstep: Class 31 contains 2334 members 
Mstep: Class 32 contains 8206 members 
Mstep: Class 33 contains 521188 members 
Mstep: Class 34 contains 61830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111992864.000000 Penalty: 119701.210938
Iteration 403Q: 35 clusters Score -1.119929e+08 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 8436 members 
Mstep: Class 3 contains 18152 members 
Mstep: Class 4 contains 9385 members 
Mstep: Class 5 contains 51879 members 
Mstep: Class 6 contains 77228 members 
Mstep: Class 7 contains 10034 members 
Mstep: Class 8 contains 2292 members 
Mstep: Class 9 contains 61035 members 
Mstep: Class 10 contains 16975 members 
Mstep: Class 11 contains 152206 members 
Mstep: Class 12 contains 27532 members 
Mstep: Class 13 contains 6559 members 
Mstep: Class 14 contains 10055 members 
Mstep: Class 15 contains 2605 members 
Mstep: Class 16 contains 45344 members 
Mstep: Class 17 contains 6160 members 
Mstep: Class 18 contains 10777 members 
Mstep: Class 19 contains 38288 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 17619 members 
Mstep: Class 22 contains 10088 members 
Mstep: Class 23 contains 8775 members 
Mstep: Class 24 contains 5350 members 
Mstep: Class 25 contains 29863 members 
Mstep: Class 26 contains 24742 members 
Mstep: Class 27 contains 16379 members 
Mstep: Class 28 contains 159273 members 
Mstep: Class 29 contains 27632 members 
Mstep: Class 30 contains 2327 members 
Mstep: Class 31 contains 2334 members 
Mstep: Class 32 contains 8206 members 
Mstep: Class 33 contains 520570 members 
Mstep: Class 34 contains 61834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111993016.000000 Penalty: 119701.210938
Iteration 404Q: 35 clusters Score -1.11993e+08 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 8436 members 
Mstep: Class 3 contains 18243 members 
Mstep: Class 4 contains 9379 members 
Mstep: Class 5 contains 51914 members 
Mstep: Class 6 contains 77238 members 
Mstep: Class 7 contains 10027 members 
Mstep: Class 8 contains 2293 members 
Mstep: Class 9 contains 60968 members 
Mstep: Class 10 contains 16972 members 
Mstep: Class 11 contains 152203 members 
Mstep: Class 12 contains 27534 members 
Mstep: Class 13 contains 6555 members 
Mstep: Class 14 contains 10055 members 
Mstep: Class 15 contains 2605 members 
Mstep: Class 16 contains 45340 members 
Mstep: Class 17 contains 6157 members 
Mstep: Class 18 contains 10771 members 
Mstep: Class 19 contains 38298 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 17619 members 
Mstep: Class 22 contains 10085 members 
Mstep: Class 23 contains 8775 members 
Mstep: Class 24 contains 5349 members 
Mstep: Class 25 contains 29857 members 
Mstep: Class 26 contains 24747 members 
Mstep: Class 27 contains 16405 members 
Mstep: Class 28 contains 159760 members 
Mstep: Class 29 contains 27651 members 
Mstep: Class 30 contains 2327 members 
Mstep: Class 31 contains 2334 members 
Mstep: Class 32 contains 8206 members 
Mstep: Class 33 contains 519988 members 
Mstep: Class 34 contains 61844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111993120.000000 Penalty: 119701.210938
Iteration 405Q: 35 clusters Score -1.119931e+08 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 8436 members 
Mstep: Class 3 contains 18358 members 
Mstep: Class 4 contains 9370 members 
Mstep: Class 5 contains 51945 members 
Mstep: Class 6 contains 77249 members 
Mstep: Class 7 contains 10021 members 
Mstep: Class 8 contains 2293 members 
Mstep: Class 9 contains 60916 members 
Mstep: Class 10 contains 16966 members 
Mstep: Class 11 contains 152200 members 
Mstep: Class 12 contains 27533 members 
Mstep: Class 13 contains 6550 members 
Mstep: Class 14 contains 10055 members 
Mstep: Class 15 contains 2605 members 
Mstep: Class 16 contains 45339 members 
Mstep: Class 17 contains 6155 members 
Mstep: Class 18 contains 10768 members 
Mstep: Class 19 contains 38303 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 17630 members 
Mstep: Class 22 contains 10083 members 
Mstep: Class 23 contains 8775 members 
Mstep: Class 24 contains 5349 members 
Mstep: Class 25 contains 29855 members 
Mstep: Class 26 contains 24750 members 
Mstep: Class 27 contains 16431 members 
Mstep: Class 28 contains 160191 members 
Mstep: Class 29 contains 27662 members 
Mstep: Class 30 contains 2328 members 
Mstep: Class 31 contains 2334 members 
Mstep: Class 32 contains 8206 members 
Mstep: Class 33 contains 519423 members 
Mstep: Class 34 contains 61858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111993072.000000 Penalty: 119701.210938
Iteration 406Q: 35 clusters Score -1.119931e+08 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 8436 members 
Mstep: Class 3 contains 18474 members 
Mstep: Class 4 contains 9377 members 
Mstep: Class 5 contains 51984 members 
Mstep: Class 6 contains 77266 members 
Mstep: Class 7 contains 10017 members 
Mstep: Class 8 contains 2293 members 
Mstep: Class 9 contains 60873 members 
Mstep: Class 10 contains 16961 members 
Mstep: Class 11 contains 152200 members 
Mstep: Class 12 contains 27530 members 
Mstep: Class 13 contains 6547 members 
Mstep: Class 14 contains 10056 members 
Mstep: Class 15 contains 2605 members 
Mstep: Class 16 contains 45339 members 
Mstep: Class 17 contains 6154 members 
Mstep: Class 18 contains 10763 members 
Mstep: Class 19 contains 38307 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 17638 members 
Mstep: Class 22 contains 10081 members 
Mstep: Class 23 contains 8775 members 
Mstep: Class 24 contains 5348 members 
Mstep: Class 25 contains 29849 members 
Mstep: Class 26 contains 24757 members 
Mstep: Class 27 contains 16461 members 
Mstep: Class 28 contains 160605 members 
Mstep: Class 29 contains 27668 members 
Mstep: Class 30 contains 2328 members 
Mstep: Class 31 contains 2335 members 
Mstep: Class 32 contains 8205 members 
Mstep: Class 33 contains 518833 members 
Mstep: Class 34 contains 61872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111993160.000000 Penalty: 119701.210938
Iteration 407Q: 35 clusters Score -1.119932e+08 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 8435 members 
Mstep: Class 3 contains 18604 members 
Mstep: Class 4 contains 9382 members 
Mstep: Class 5 contains 52021 members 
Mstep: Class 6 contains 77267 members 
Mstep: Class 7 contains 10007 members 
Mstep: Class 8 contains 2293 members 
Mstep: Class 9 contains 60825 members 
Mstep: Class 10 contains 16960 members 
Mstep: Class 11 contains 152197 members 
Mstep: Class 12 contains 27525 members 
Mstep: Class 13 contains 6545 members 
Mstep: Class 14 contains 10056 members 
Mstep: Class 15 contains 2605 members 
Mstep: Class 16 contains 45343 members 
Mstep: Class 17 contains 6151 members 
Mstep: Class 18 contains 10765 members 
Mstep: Class 19 contains 38320 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 17636 members 
Mstep: Class 22 contains 10081 members 
Mstep: Class 23 contains 8775 members 
Mstep: Class 24 contains 5348 members 
Mstep: Class 25 contains 29833 members 
Mstep: Class 26 contains 24761 members 
Mstep: Class 27 contains 16493 members 
Mstep: Class 28 contains 161010 members 
Mstep: Class 29 contains 27672 members 
Mstep: Class 30 contains 2327 members 
Mstep: Class 31 contains 2336 members 
Mstep: Class 32 contains 8203 members 
Mstep: Class 33 contains 518274 members 
Mstep: Class 34 contains 61888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111993144.000000 Penalty: 119701.210938
Iteration 408Q: 35 clusters Score -1.119931e+08 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 8435 members 
Mstep: Class 3 contains 18724 members 
Mstep: Class 4 contains 9383 members 
Mstep: Class 5 contains 52047 members 
Mstep: Class 6 contains 77272 members 
Mstep: Class 7 contains 9996 members 
Mstep: Class 8 contains 2293 members 
Mstep: Class 9 contains 60767 members 
Mstep: Class 10 contains 16960 members 
Mstep: Class 11 contains 152197 members 
Mstep: Class 12 contains 27517 members 
Mstep: Class 13 contains 6541 members 
Mstep: Class 14 contains 10057 members 
Mstep: Class 15 contains 2605 members 
Mstep: Class 16 contains 45342 members 
Mstep: Class 17 contains 6150 members 
Mstep: Class 18 contains 10767 members 
Mstep: Class 19 contains 38317 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 17633 members 
Mstep: Class 22 contains 10083 members 
Mstep: Class 23 contains 8775 members 
Mstep: Class 24 contains 5348 members 
Mstep: Class 25 contains 29820 members 
Mstep: Class 26 contains 24766 members 
Mstep: Class 27 contains 16524 members 
Mstep: Class 28 contains 161447 members 
Mstep: Class 29 contains 27684 members 
Mstep: Class 30 contains 2327 members 
Mstep: Class 31 contains 2336 members 
Mstep: Class 32 contains 8203 members 
Mstep: Class 33 contains 517718 members 
Mstep: Class 34 contains 61903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111993072.000000 Penalty: 119701.210938
Iteration 409Q: 35 clusters Score -1.119931e+08 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 8435 members 
Mstep: Class 3 contains 18834 members 
Mstep: Class 4 contains 9382 members 
Mstep: Class 5 contains 52078 members 
Mstep: Class 6 contains 77276 members 
Mstep: Class 7 contains 9990 members 
Mstep: Class 8 contains 2293 members 
Mstep: Class 9 contains 60697 members 
Mstep: Class 10 contains 16963 members 
Mstep: Class 11 contains 152198 members 
Mstep: Class 12 contains 27512 members 
Mstep: Class 13 contains 6536 members 
Mstep: Class 14 contains 10058 members 
Mstep: Class 15 contains 2605 members 
Mstep: Class 16 contains 45344 members 
Mstep: Class 17 contains 6144 members 
Mstep: Class 18 contains 10769 members 
Mstep: Class 19 contains 38324 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 17627 members 
Mstep: Class 22 contains 10079 members 
Mstep: Class 23 contains 8775 members 
Mstep: Class 24 contains 5350 members 
Mstep: Class 25 contains 29809 members 
Mstep: Class 26 contains 24771 members 
Mstep: Class 27 contains 16551 members 
Mstep: Class 28 contains 161848 members 
Mstep: Class 29 contains 27695 members 
Mstep: Class 30 contains 2327 members 
Mstep: Class 31 contains 2336 members 
Mstep: Class 32 contains 8203 members 
Mstep: Class 33 contains 517216 members 
Mstep: Class 34 contains 61912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111993184.000000 Penalty: 119701.210938
Iteration 410Q: 35 clusters Score -1.119932e+08 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 8435 members 
Mstep: Class 3 contains 18945 members 
Mstep: Class 4 contains 9379 members 
Mstep: Class 5 contains 52107 members 
Mstep: Class 6 contains 77281 members 
Mstep: Class 7 contains 9986 members 
Mstep: Class 8 contains 2293 members 
Mstep: Class 9 contains 60631 members 
Mstep: Class 10 contains 16962 members 
Mstep: Class 11 contains 152201 members 
Mstep: Class 12 contains 27508 members 
Mstep: Class 13 contains 6525 members 
Mstep: Class 14 contains 10059 members 
Mstep: Class 15 contains 2605 members 
Mstep: Class 16 contains 45344 members 
Mstep: Class 17 contains 6141 members 
Mstep: Class 18 contains 10767 members 
Mstep: Class 19 contains 38327 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 17622 members 
Mstep: Class 22 contains 10075 members 
Mstep: Class 23 contains 8775 members 
Mstep: Class 24 contains 5350 members 
Mstep: Class 25 contains 29808 members 
Mstep: Class 26 contains 24769 members 
Mstep: Class 27 contains 16576 members 
Mstep: Class 28 contains 162245 members 
Mstep: Class 29 contains 27706 members 
Mstep: Class 30 contains 2327 members 
Mstep: Class 31 contains 2336 members 
Mstep: Class 32 contains 8203 members 
Mstep: Class 33 contains 516728 members 
Mstep: Class 34 contains 61921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111993200.000000 Penalty: 119701.210938
Iteration 411Q: 35 clusters Score -1.119932e+08 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 8435 members 
Mstep: Class 3 contains 19041 members 
Mstep: Class 4 contains 9381 members 
Mstep: Class 5 contains 52138 members 
Mstep: Class 6 contains 77287 members 
Mstep: Class 7 contains 9977 members 
Mstep: Class 8 contains 2293 members 
Mstep: Class 9 contains 60562 members 
Mstep: Class 10 contains 16959 members 
Mstep: Class 11 contains 152201 members 
Mstep: Class 12 contains 27503 members 
Mstep: Class 13 contains 6513 members 
Mstep: Class 14 contains 10059 members 
Mstep: Class 15 contains 2605 members 
Mstep: Class 16 contains 45343 members 
Mstep: Class 17 contains 6139 members 
Mstep: Class 18 contains 10766 members 
Mstep: Class 19 contains 38327 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 17627 members 
Mstep: Class 22 contains 10076 members 
Mstep: Class 23 contains 8775 members 
Mstep: Class 24 contains 5349 members 
Mstep: Class 25 contains 29816 members 
Mstep: Class 26 contains 24766 members 
Mstep: Class 27 contains 16606 members 
Mstep: Class 28 contains 162613 members 
Mstep: Class 29 contains 27713 members 
Mstep: Class 30 contains 2327 members 
Mstep: Class 31 contains 2336 members 
Mstep: Class 32 contains 8202 members 
Mstep: Class 33 contains 516263 members 
Mstep: Class 34 contains 61939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111993320.000000 Penalty: 119701.210938
Iteration 412Q: 35 clusters Score -1.119933e+08 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 8435 members 
Mstep: Class 3 contains 19129 members 
Mstep: Class 4 contains 9378 members 
Mstep: Class 5 contains 52159 members 
Mstep: Class 6 contains 77292 members 
Mstep: Class 7 contains 9971 members 
Mstep: Class 8 contains 2293 members 
Mstep: Class 9 contains 60502 members 
Mstep: Class 10 contains 16956 members 
Mstep: Class 11 contains 152205 members 
Mstep: Class 12 contains 27498 members 
Mstep: Class 13 contains 6499 members 
Mstep: Class 14 contains 10060 members 
Mstep: Class 15 contains 2605 members 
Mstep: Class 16 contains 45345 members 
Mstep: Class 17 contains 6137 members 
Mstep: Class 18 contains 10762 members 
Mstep: Class 19 contains 38339 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 17627 members 
Mstep: Class 22 contains 10073 members 
Mstep: Class 23 contains 8775 members 
Mstep: Class 24 contains 5349 members 
Mstep: Class 25 contains 29825 members 
Mstep: Class 26 contains 24774 members 
Mstep: Class 27 contains 16640 members 
Mstep: Class 28 contains 162970 members 
Mstep: Class 29 contains 27720 members 
Mstep: Class 30 contains 2327 members 
Mstep: Class 31 contains 2336 members 
Mstep: Class 32 contains 8202 members 
Mstep: Class 33 contains 515807 members 
Mstep: Class 34 contains 61947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111993320.000000 Penalty: 119701.210938
Iteration 413Q: 35 clusters Score -1.119933e+08 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 8435 members 
Mstep: Class 3 contains 19223 members 
Mstep: Class 4 contains 9373 members 
Mstep: Class 5 contains 52191 members 
Mstep: Class 6 contains 77307 members 
Mstep: Class 7 contains 9969 members 
Mstep: Class 8 contains 2294 members 
Mstep: Class 9 contains 60459 members 
Mstep: Class 10 contains 16955 members 
Mstep: Class 11 contains 152207 members 
Mstep: Class 12 contains 27494 members 
Mstep: Class 13 contains 6488 members 
Mstep: Class 14 contains 10060 members 
Mstep: Class 15 contains 2605 members 
Mstep: Class 16 contains 45344 members 
Mstep: Class 17 contains 6137 members 
Mstep: Class 18 contains 10761 members 
Mstep: Class 19 contains 38332 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 17631 members 
Mstep: Class 22 contains 10075 members 
Mstep: Class 23 contains 8775 members 
Mstep: Class 24 contains 5350 members 
Mstep: Class 25 contains 29834 members 
Mstep: Class 26 contains 24783 members 
Mstep: Class 27 contains 16676 members 
Mstep: Class 28 contains 163331 members 
Mstep: Class 29 contains 27731 members 
Mstep: Class 30 contains 2327 members 
Mstep: Class 31 contains 2336 members 
Mstep: Class 32 contains 8202 members 
Mstep: Class 33 contains 515298 members 
Mstep: Class 34 contains 61955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111993192.000000 Penalty: 119701.210938
Iteration 414Q: 35 clusters Score -1.119932e+08 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 8435 members 
Mstep: Class 3 contains 19308 members 
Mstep: Class 4 contains 9381 members 
Mstep: Class 5 contains 52234 members 
Mstep: Class 6 contains 77323 members 
Mstep: Class 7 contains 9971 members 
Mstep: Class 8 contains 2295 members 
Mstep: Class 9 contains 60406 members 
Mstep: Class 10 contains 16955 members 
Mstep: Class 11 contains 152211 members 
Mstep: Class 12 contains 27491 members 
Mstep: Class 13 contains 6481 members 
Mstep: Class 14 contains 10061 members 
Mstep: Class 15 contains 2605 members 
Mstep: Class 16 contains 45343 members 
Mstep: Class 17 contains 6138 members 
Mstep: Class 18 contains 10762 members 
Mstep: Class 19 contains 38333 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 17623 members 
Mstep: Class 22 contains 10076 members 
Mstep: Class 23 contains 8775 members 
Mstep: Class 24 contains 5348 members 
Mstep: Class 25 contains 29844 members 
Mstep: Class 26 contains 24794 members 
Mstep: Class 27 contains 16715 members 
Mstep: Class 28 contains 163679 members 
Mstep: Class 29 contains 27743 members 
Mstep: Class 30 contains 2327 members 
Mstep: Class 31 contains 2336 members 
Mstep: Class 32 contains 8202 members 
Mstep: Class 33 contains 514774 members 
Mstep: Class 34 contains 61969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111993360.000000 Penalty: 119701.210938
Iteration 415Q: 35 clusters Score -1.119934e+08 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 8435 members 
Mstep: Class 3 contains 19393 members 
Mstep: Class 4 contains 9382 members 
Mstep: Class 5 contains 52268 members 
Mstep: Class 6 contains 77331 members 
Mstep: Class 7 contains 9973 members 
Mstep: Class 8 contains 2295 members 
Mstep: Class 9 contains 60339 members 
Mstep: Class 10 contains 16961 members 
Mstep: Class 11 contains 152209 members 
Mstep: Class 12 contains 27489 members 
Mstep: Class 13 contains 6474 members 
Mstep: Class 14 contains 10061 members 
Mstep: Class 15 contains 2605 members 
Mstep: Class 16 contains 45343 members 
Mstep: Class 17 contains 6138 members 
Mstep: Class 18 contains 10769 members 
Mstep: Class 19 contains 38332 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 17616 members 
Mstep: Class 22 contains 10080 members 
Mstep: Class 23 contains 8775 members 
Mstep: Class 24 contains 5348 members 
Mstep: Class 25 contains 29847 members 
Mstep: Class 26 contains 24797 members 
Mstep: Class 27 contains 16743 members 
Mstep: Class 28 contains 164042 members 
Mstep: Class 29 contains 27761 members 
Mstep: Class 30 contains 2327 members 
Mstep: Class 31 contains 2336 members 
Mstep: Class 32 contains 8202 members 
Mstep: Class 33 contains 514277 members 
Mstep: Class 34 contains 61991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111993152.000000 Penalty: 119701.210938
Iteration 416Q: 35 clusters Score -1.119932e+08 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 8435 members 
Mstep: Class 3 contains 19487 members 
Mstep: Class 4 contains 9382 members 
Mstep: Class 5 contains 52288 members 
Mstep: Class 6 contains 77342 members 
Mstep: Class 7 contains 9972 members 
Mstep: Class 8 contains 2295 members 
Mstep: Class 9 contains 60272 members 
Mstep: Class 10 contains 16972 members 
Mstep: Class 11 contains 152206 members 
Mstep: Class 12 contains 27488 members 
Mstep: Class 13 contains 6466 members 
Mstep: Class 14 contains 10061 members 
Mstep: Class 15 contains 2605 members 
Mstep: Class 16 contains 45343 members 
Mstep: Class 17 contains 6139 members 
Mstep: Class 18 contains 10773 members 
Mstep: Class 19 contains 38331 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 17613 members 
Mstep: Class 22 contains 10078 members 
Mstep: Class 23 contains 8775 members 
Mstep: Class 24 contains 5347 members 
Mstep: Class 25 contains 29841 members 
Mstep: Class 26 contains 24809 members 
Mstep: Class 27 contains 16783 members 
Mstep: Class 28 contains 164433 members 
Mstep: Class 29 contains 27772 members 
Mstep: Class 30 contains 2327 members 
Mstep: Class 31 contains 2336 members 
Mstep: Class 32 contains 8202 members 
Mstep: Class 33 contains 513756 members 
Mstep: Class 34 contains 62010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111992888.000000 Penalty: 119701.210938
Iteration 417Q: 35 clusters Score -1.119929e+08 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 8435 members 
Mstep: Class 3 contains 19578 members 
Mstep: Class 4 contains 9381 members 
Mstep: Class 5 contains 52316 members 
Mstep: Class 6 contains 77349 members 
Mstep: Class 7 contains 9971 members 
Mstep: Class 8 contains 2296 members 
Mstep: Class 9 contains 60208 members 
Mstep: Class 10 contains 16978 members 
Mstep: Class 11 contains 152212 members 
Mstep: Class 12 contains 27491 members 
Mstep: Class 13 contains 6451 members 
Mstep: Class 14 contains 10061 members 
Mstep: Class 15 contains 2605 members 
Mstep: Class 16 contains 45342 members 
Mstep: Class 17 contains 6140 members 
Mstep: Class 18 contains 10769 members 
Mstep: Class 19 contains 38339 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 17609 members 
Mstep: Class 22 contains 10083 members 
Mstep: Class 23 contains 8775 members 
Mstep: Class 24 contains 5347 members 
Mstep: Class 25 contains 29852 members 
Mstep: Class 26 contains 24810 members 
Mstep: Class 27 contains 16823 members 
Mstep: Class 28 contains 164810 members 
Mstep: Class 29 contains 27776 members 
Mstep: Class 30 contains 2327 members 
Mstep: Class 31 contains 2336 members 
Mstep: Class 32 contains 8202 members 
Mstep: Class 33 contains 513236 members 
Mstep: Class 34 contains 62030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111993032.000000 Penalty: 119701.210938
Iteration 418Q: 35 clusters Score -1.11993e+08 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 8435 members 
Mstep: Class 3 contains 19678 members 
Mstep: Class 4 contains 9384 members 
Mstep: Class 5 contains 52338 members 
Mstep: Class 6 contains 77356 members 
Mstep: Class 7 contains 9966 members 
Mstep: Class 8 contains 2296 members 
Mstep: Class 9 contains 60151 members 
Mstep: Class 10 contains 16981 members 
Mstep: Class 11 contains 152216 members 
Mstep: Class 12 contains 27490 members 
Mstep: Class 13 contains 6438 members 
Mstep: Class 14 contains 10061 members 
Mstep: Class 15 contains 2605 members 
Mstep: Class 16 contains 45340 members 
Mstep: Class 17 contains 6142 members 
Mstep: Class 18 contains 10771 members 
Mstep: Class 19 contains 38335 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 17604 members 
Mstep: Class 22 contains 10085 members 
Mstep: Class 23 contains 8775 members 
Mstep: Class 24 contains 5345 members 
Mstep: Class 25 contains 29863 members 
Mstep: Class 26 contains 24813 members 
Mstep: Class 27 contains 16866 members 
Mstep: Class 28 contains 165193 members 
Mstep: Class 29 contains 27785 members 
Mstep: Class 30 contains 2327 members 
Mstep: Class 31 contains 2336 members 
Mstep: Class 32 contains 8202 members 
Mstep: Class 33 contains 512718 members 
Mstep: Class 34 contains 62042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111993072.000000 Penalty: 119701.210938
Iteration 419Q: 35 clusters Score -1.119931e+08 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 8435 members 
Mstep: Class 3 contains 19787 members 
Mstep: Class 4 contains 9377 members 
Mstep: Class 5 contains 52353 members 
Mstep: Class 6 contains 77359 members 
Mstep: Class 7 contains 9963 members 
Mstep: Class 8 contains 2294 members 
Mstep: Class 9 contains 60113 members 
Mstep: Class 10 contains 16982 members 
Mstep: Class 11 contains 152216 members 
Mstep: Class 12 contains 27489 members 
Mstep: Class 13 contains 6425 members 
Mstep: Class 14 contains 10061 members 
Mstep: Class 15 contains 2605 members 
Mstep: Class 16 contains 45339 members 
Mstep: Class 17 contains 6142 members 
Mstep: Class 18 contains 10773 members 
Mstep: Class 19 contains 38320 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 17600 members 
Mstep: Class 22 contains 10087 members 
Mstep: Class 23 contains 8775 members 
Mstep: Class 24 contains 5343 members 
Mstep: Class 25 contains 29869 members 
Mstep: Class 26 contains 24809 members 
Mstep: Class 27 contains 16910 members 
Mstep: Class 28 contains 165575 members 
Mstep: Class 29 contains 27795 members 
Mstep: Class 30 contains 2327 members 
Mstep: Class 31 contains 2336 members 
Mstep: Class 32 contains 8202 members 
Mstep: Class 33 contains 512217 members 
Mstep: Class 34 contains 62058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111993232.000000 Penalty: 119701.210938
Iteration 420F: 35 clusters Score -1.119932e+08 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 8435 members 
Mstep: Class 3 contains 19894 members 
Mstep: Class 4 contains 9371 members 
Mstep: Class 5 contains 52374 members 
Mstep: Class 6 contains 77371 members 
Mstep: Class 7 contains 9955 members 
Mstep: Class 8 contains 2295 members 
Mstep: Class 9 contains 60054 members 
Mstep: Class 10 contains 16983 members 
Mstep: Class 11 contains 152218 members 
Mstep: Class 12 contains 27490 members 
Mstep: Class 13 contains 6420 members 
Mstep: Class 14 contains 10061 members 
Mstep: Class 15 contains 2605 members 
Mstep: Class 16 contains 45339 members 
Mstep: Class 17 contains 6141 members 
Mstep: Class 18 contains 10773 members 
Mstep: Class 19 contains 38310 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 17596 members 
Mstep: Class 22 contains 10091 members 
Mstep: Class 23 contains 8775 members 
Mstep: Class 24 contains 5344 members 
Mstep: Class 25 contains 29871 members 
Mstep: Class 26 contains 24801 members 
Mstep: Class 27 contains 16951 members 
Mstep: Class 28 contains 165956 members 
Mstep: Class 29 contains 27804 members 
Mstep: Class 30 contains 2328 members 
Mstep: Class 31 contains 2336 members 
Mstep: Class 32 contains 8201 members 
Mstep: Class 33 contains 511720 members 
Mstep: Class 34 contains 62073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111993192.000000 Penalty: 119701.210938
Iteration 421Q: 35 clusters Score -1.119932e+08 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 8435 members 
Mstep: Class 3 contains 19996 members 
Mstep: Class 4 contains 9378 members 
Mstep: Class 5 contains 52400 members 
Mstep: Class 6 contains 77387 members 
Mstep: Class 7 contains 9944 members 
Mstep: Class 8 contains 2294 members 
Mstep: Class 9 contains 60006 members 
Mstep: Class 10 contains 16988 members 
Mstep: Class 11 contains 152222 members 
Mstep: Class 12 contains 27489 members 
Mstep: Class 13 contains 6413 members 
Mstep: Class 14 contains 10061 members 
Mstep: Class 15 contains 2605 members 
Mstep: Class 16 contains 45340 members 
Mstep: Class 17 contains 6139 members 
Mstep: Class 18 contains 10772 members 
Mstep: Class 19 contains 38307 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 17595 members 
Mstep: Class 22 contains 10089 members 
Mstep: Class 23 contains 8775 members 
Mstep: Class 24 contains 5344 members 
Mstep: Class 25 contains 29872 members 
Mstep: Class 26 contains 24795 members 
Mstep: Class 27 contains 16988 members 
Mstep: Class 28 contains 166278 members 
Mstep: Class 29 contains 27811 members 
Mstep: Class 30 contains 2328 members 
Mstep: Class 31 contains 2336 members 
Mstep: Class 32 contains 8201 members 
Mstep: Class 33 contains 511249 members 
Mstep: Class 34 contains 62097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111993192.000000 Penalty: 119701.210938
Iteration 422Q: 35 clusters Score -1.119932e+08 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 8435 members 
Mstep: Class 3 contains 20092 members 
Mstep: Class 4 contains 9381 members 
Mstep: Class 5 contains 52422 members 
Mstep: Class 6 contains 77401 members 
Mstep: Class 7 contains 9937 members 
Mstep: Class 8 contains 2294 members 
Mstep: Class 9 contains 59953 members 
Mstep: Class 10 contains 16993 members 
Mstep: Class 11 contains 152225 members 
Mstep: Class 12 contains 27486 members 
Mstep: Class 13 contains 6404 members 
Mstep: Class 14 contains 10061 members 
Mstep: Class 15 contains 2605 members 
Mstep: Class 16 contains 45340 members 
Mstep: Class 17 contains 6140 members 
Mstep: Class 18 contains 10764 members 
Mstep: Class 19 contains 38308 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 17596 members 
Mstep: Class 22 contains 10092 members 
Mstep: Class 23 contains 8774 members 
Mstep: Class 24 contains 5342 members 
Mstep: Class 25 contains 29874 members 
Mstep: Class 26 contains 24793 members 
Mstep: Class 27 contains 17030 members 
Mstep: Class 28 contains 166609 members 
Mstep: Class 29 contains 27825 members 
Mstep: Class 30 contains 2328 members 
Mstep: Class 31 contains 2336 members 
Mstep: Class 32 contains 8201 members 
Mstep: Class 33 contains 510777 members 
Mstep: Class 34 contains 62113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111993304.000000 Penalty: 119701.210938
Iteration 423Q: 35 clusters Score -1.119933e+08 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 8435 members 
Mstep: Class 3 contains 20173 members 
Mstep: Class 4 contains 9385 members 
Mstep: Class 5 contains 52445 members 
Mstep: Class 6 contains 77406 members 
Mstep: Class 7 contains 9929 members 
Mstep: Class 8 contains 2294 members 
Mstep: Class 9 contains 59893 members 
Mstep: Class 10 contains 16995 members 
Mstep: Class 11 contains 152225 members 
Mstep: Class 12 contains 27487 members 
Mstep: Class 13 contains 6396 members 
Mstep: Class 14 contains 10061 members 
Mstep: Class 15 contains 2605 members 
Mstep: Class 16 contains 45341 members 
Mstep: Class 17 contains 6139 members 
Mstep: Class 18 contains 10760 members 
Mstep: Class 19 contains 38314 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 17591 members 
Mstep: Class 22 contains 10090 members 
Mstep: Class 23 contains 8774 members 
Mstep: Class 24 contains 5342 members 
Mstep: Class 25 contains 29879 members 
Mstep: Class 26 contains 24796 members 
Mstep: Class 27 contains 17064 members 
Mstep: Class 28 contains 166907 members 
Mstep: Class 29 contains 27839 members 
Mstep: Class 30 contains 2328 members 
Mstep: Class 31 contains 2336 members 
Mstep: Class 32 contains 8201 members 
Mstep: Class 33 contains 510374 members 
Mstep: Class 34 contains 62126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111993208.000000 Penalty: 119701.210938
Iteration 424Q: 35 clusters Score -1.119932e+08 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 8435 members 
Mstep: Class 3 contains 20239 members 
Mstep: Class 4 contains 9383 members 
Mstep: Class 5 contains 52456 members 
Mstep: Class 6 contains 77411 members 
Mstep: Class 7 contains 9922 members 
Mstep: Class 8 contains 2293 members 
Mstep: Class 9 contains 59840 members 
Mstep: Class 10 contains 17000 members 
Mstep: Class 11 contains 152228 members 
Mstep: Class 12 contains 27487 members 
Mstep: Class 13 contains 6392 members 
Mstep: Class 14 contains 10061 members 
Mstep: Class 15 contains 2605 members 
Mstep: Class 16 contains 45340 members 
Mstep: Class 17 contains 6142 members 
Mstep: Class 18 contains 10758 members 
Mstep: Class 19 contains 38324 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 17589 members 
Mstep: Class 22 contains 10088 members 
Mstep: Class 23 contains 8774 members 
Mstep: Class 24 contains 5341 members 
Mstep: Class 25 contains 29883 members 
Mstep: Class 26 contains 24793 members 
Mstep: Class 27 contains 17094 members 
Mstep: Class 28 contains 167216 members 
Mstep: Class 29 contains 27848 members 
Mstep: Class 30 contains 2328 members 
Mstep: Class 31 contains 2336 members 
Mstep: Class 32 contains 8201 members 
Mstep: Class 33 contains 509989 members 
Mstep: Class 34 contains 62134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111993432.000000 Penalty: 119701.210938
Iteration 425Q: 35 clusters Score -1.119934e+08 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 8435 members 
Mstep: Class 3 contains 20316 members 
Mstep: Class 4 contains 9386 members 
Mstep: Class 5 contains 52467 members 
Mstep: Class 6 contains 77406 members 
Mstep: Class 7 contains 9916 members 
Mstep: Class 8 contains 2294 members 
Mstep: Class 9 contains 59794 members 
Mstep: Class 10 contains 17003 members 
Mstep: Class 11 contains 152232 members 
Mstep: Class 12 contains 27487 members 
Mstep: Class 13 contains 6388 members 
Mstep: Class 14 contains 10062 members 
Mstep: Class 15 contains 2605 members 
Mstep: Class 16 contains 45338 members 
Mstep: Class 17 contains 6141 members 
Mstep: Class 18 contains 10755 members 
Mstep: Class 19 contains 38327 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 17591 members 
Mstep: Class 22 contains 10085 members 
Mstep: Class 23 contains 8774 members 
Mstep: Class 24 contains 5340 members 
Mstep: Class 25 contains 29885 members 
Mstep: Class 26 contains 24796 members 
Mstep: Class 27 contains 17123 members 
Mstep: Class 28 contains 167532 members 
Mstep: Class 29 contains 27861 members 
Mstep: Class 30 contains 2328 members 
Mstep: Class 31 contains 2336 members 
Mstep: Class 32 contains 8200 members 
Mstep: Class 33 contains 509575 members 
Mstep: Class 34 contains 62152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111993472.000000 Penalty: 119701.210938
Iteration 426Q: 35 clusters Score -1.119935e+08 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 8435 members 
Mstep: Class 3 contains 20391 members 
Mstep: Class 4 contains 9383 members 
Mstep: Class 5 contains 52481 members 
Mstep: Class 6 contains 77406 members 
Mstep: Class 7 contains 9908 members 
Mstep: Class 8 contains 2294 members 
Mstep: Class 9 contains 59743 members 
Mstep: Class 10 contains 17006 members 
Mstep: Class 11 contains 152240 members 
Mstep: Class 12 contains 27488 members 
Mstep: Class 13 contains 6388 members 
Mstep: Class 14 contains 10062 members 
Mstep: Class 15 contains 2605 members 
Mstep: Class 16 contains 45336 members 
Mstep: Class 17 contains 6140 members 
Mstep: Class 18 contains 10748 members 
Mstep: Class 19 contains 38325 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 17592 members 
Mstep: Class 22 contains 10083 members 
Mstep: Class 23 contains 8774 members 
Mstep: Class 24 contains 5341 members 
Mstep: Class 25 contains 29888 members 
Mstep: Class 26 contains 24797 members 
Mstep: Class 27 contains 17151 members 
Mstep: Class 28 contains 167821 members 
Mstep: Class 29 contains 27873 members 
Mstep: Class 30 contains 2328 members 
Mstep: Class 31 contains 2336 members 
Mstep: Class 32 contains 8201 members 
Mstep: Class 33 contains 509204 members 
Mstep: Class 34 contains 62160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111993800.000000 Penalty: 119701.210938
Iteration 427Q: 35 clusters Score -1.119938e+08 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 8435 members 
Mstep: Class 3 contains 20469 members 
Mstep: Class 4 contains 9385 members 
Mstep: Class 5 contains 52494 members 
Mstep: Class 6 contains 77413 members 
Mstep: Class 7 contains 9900 members 
Mstep: Class 8 contains 2294 members 
Mstep: Class 9 contains 59707 members 
Mstep: Class 10 contains 17009 members 
Mstep: Class 11 contains 152243 members 
Mstep: Class 12 contains 27491 members 
Mstep: Class 13 contains 6384 members 
Mstep: Class 14 contains 10062 members 
Mstep: Class 15 contains 2605 members 
Mstep: Class 16 contains 45335 members 
Mstep: Class 17 contains 6137 members 
Mstep: Class 18 contains 10744 members 
Mstep: Class 19 contains 38327 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 17588 members 
Mstep: Class 22 contains 10084 members 
Mstep: Class 23 contains 8774 members 
Mstep: Class 24 contains 5341 members 
Mstep: Class 25 contains 29899 members 
Mstep: Class 26 contains 24801 members 
Mstep: Class 27 contains 17189 members 
Mstep: Class 28 contains 168114 members 
Mstep: Class 29 contains 27882 members 
Mstep: Class 30 contains 2328 members 
Mstep: Class 31 contains 2336 members 
Mstep: Class 32 contains 8201 members 
Mstep: Class 33 contains 508786 members 
Mstep: Class 34 contains 62171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111993896.000000 Penalty: 119701.210938
Iteration 428Q: 35 clusters Score -1.119939e+08 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 8435 members 
Mstep: Class 3 contains 20530 members 
Mstep: Class 4 contains 9387 members 
Mstep: Class 5 contains 52501 members 
Mstep: Class 6 contains 77423 members 
Mstep: Class 7 contains 9896 members 
Mstep: Class 8 contains 2294 members 
Mstep: Class 9 contains 59674 members 
Mstep: Class 10 contains 17015 members 
Mstep: Class 11 contains 152248 members 
Mstep: Class 12 contains 27490 members 
Mstep: Class 13 contains 6378 members 
Mstep: Class 14 contains 10062 members 
Mstep: Class 15 contains 2605 members 
Mstep: Class 16 contains 45335 members 
Mstep: Class 17 contains 6133 members 
Mstep: Class 18 contains 10740 members 
Mstep: Class 19 contains 38318 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 17584 members 
Mstep: Class 22 contains 10086 members 
Mstep: Class 23 contains 8774 members 
Mstep: Class 24 contains 5343 members 
Mstep: Class 25 contains 29898 members 
Mstep: Class 26 contains 24802 members 
Mstep: Class 27 contains 17225 members 
Mstep: Class 28 contains 168417 members 
Mstep: Class 29 contains 27898 members 
Mstep: Class 30 contains 2328 members 
Mstep: Class 31 contains 2336 members 
Mstep: Class 32 contains 8201 members 
Mstep: Class 33 contains 508390 members 
Mstep: Class 34 contains 62181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111993824.000000 Penalty: 119701.210938
Iteration 429Q: 35 clusters Score -1.119938e+08 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 8435 members 
Mstep: Class 3 contains 20579 members 
Mstep: Class 4 contains 9392 members 
Mstep: Class 5 contains 52512 members 
Mstep: Class 6 contains 77431 members 
Mstep: Class 7 contains 9892 members 
Mstep: Class 8 contains 2294 members 
Mstep: Class 9 contains 59638 members 
Mstep: Class 10 contains 17015 members 
Mstep: Class 11 contains 152250 members 
Mstep: Class 12 contains 27494 members 
Mstep: Class 13 contains 6372 members 
Mstep: Class 14 contains 10062 members 
Mstep: Class 15 contains 2605 members 
Mstep: Class 16 contains 45335 members 
Mstep: Class 17 contains 6134 members 
Mstep: Class 18 contains 10740 members 
Mstep: Class 19 contains 38318 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 17578 members 
Mstep: Class 22 contains 10085 members 
Mstep: Class 23 contains 8774 members 
Mstep: Class 24 contains 5343 members 
Mstep: Class 25 contains 29896 members 
Mstep: Class 26 contains 24811 members 
Mstep: Class 27 contains 17261 members 
Mstep: Class 28 contains 168697 members 
Mstep: Class 29 contains 27912 members 
Mstep: Class 30 contains 2328 members 
Mstep: Class 31 contains 2336 members 
Mstep: Class 32 contains 8202 members 
Mstep: Class 33 contains 508012 members 
Mstep: Class 34 contains 62195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111993744.000000 Penalty: 119701.210938
Iteration 430Q: 35 clusters Score -1.119937e+08 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 8435 members 
Mstep: Class 3 contains 20634 members 
Mstep: Class 4 contains 9398 members 
Mstep: Class 5 contains 52524 members 
Mstep: Class 6 contains 77438 members 
Mstep: Class 7 contains 9891 members 
Mstep: Class 8 contains 2293 members 
Mstep: Class 9 contains 59604 members 
Mstep: Class 10 contains 17018 members 
Mstep: Class 11 contains 152249 members 
Mstep: Class 12 contains 27495 members 
Mstep: Class 13 contains 6369 members 
Mstep: Class 14 contains 10062 members 
Mstep: Class 15 contains 2605 members 
Mstep: Class 16 contains 45337 members 
Mstep: Class 17 contains 6131 members 
Mstep: Class 18 contains 10741 members 
Mstep: Class 19 contains 38314 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 17572 members 
Mstep: Class 22 contains 10087 members 
Mstep: Class 23 contains 8774 members 
Mstep: Class 24 contains 5343 members 
Mstep: Class 25 contains 29899 members 
Mstep: Class 26 contains 24814 members 
Mstep: Class 27 contains 17284 members 
Mstep: Class 28 contains 168982 members 
Mstep: Class 29 contains 27918 members 
Mstep: Class 30 contains 2328 members 
Mstep: Class 31 contains 2336 members 
Mstep: Class 32 contains 8202 members 
Mstep: Class 33 contains 507646 members 
Mstep: Class 34 contains 62205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111993808.000000 Penalty: 119701.210938
Iteration 431Q: 35 clusters Score -1.119938e+08 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 8435 members 
Mstep: Class 3 contains 20685 members 
Mstep: Class 4 contains 9400 members 
Mstep: Class 5 contains 52528 members 
Mstep: Class 6 contains 77442 members 
Mstep: Class 7 contains 9887 members 
Mstep: Class 8 contains 2293 members 
Mstep: Class 9 contains 59573 members 
Mstep: Class 10 contains 17017 members 
Mstep: Class 11 contains 152249 members 
Mstep: Class 12 contains 27493 members 
Mstep: Class 13 contains 6365 members 
Mstep: Class 14 contains 10062 members 
Mstep: Class 15 contains 2605 members 
Mstep: Class 16 contains 45336 members 
Mstep: Class 17 contains 6128 members 
Mstep: Class 18 contains 10740 members 
Mstep: Class 19 contains 38309 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 17569 members 
Mstep: Class 22 contains 10087 members 
Mstep: Class 23 contains 8774 members 
Mstep: Class 24 contains 5343 members 
Mstep: Class 25 contains 29900 members 
Mstep: Class 26 contains 24818 members 
Mstep: Class 27 contains 17304 members 
Mstep: Class 28 contains 169259 members 
Mstep: Class 29 contains 27920 members 
Mstep: Class 30 contains 2328 members 
Mstep: Class 31 contains 2336 members 
Mstep: Class 32 contains 8202 members 
Mstep: Class 33 contains 507322 members 
Mstep: Class 34 contains 62219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111993792.000000 Penalty: 119701.210938
Iteration 432Q: 35 clusters Score -1.119938e+08 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 8435 members 
Mstep: Class 3 contains 20735 members 
Mstep: Class 4 contains 9403 members 
Mstep: Class 5 contains 52537 members 
Mstep: Class 6 contains 77457 members 
Mstep: Class 7 contains 9885 members 
Mstep: Class 8 contains 2293 members 
Mstep: Class 9 contains 59543 members 
Mstep: Class 10 contains 17016 members 
Mstep: Class 11 contains 152250 members 
Mstep: Class 12 contains 27492 members 
Mstep: Class 13 contains 6362 members 
Mstep: Class 14 contains 10062 members 
Mstep: Class 15 contains 2605 members 
Mstep: Class 16 contains 45334 members 
Mstep: Class 17 contains 6128 members 
Mstep: Class 18 contains 10734 members 
Mstep: Class 19 contains 38308 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 17560 members 
Mstep: Class 22 contains 10086 members 
Mstep: Class 23 contains 8774 members 
Mstep: Class 24 contains 5343 members 
Mstep: Class 25 contains 29904 members 
Mstep: Class 26 contains 24816 members 
Mstep: Class 27 contains 17324 members 
Mstep: Class 28 contains 169517 members 
Mstep: Class 29 contains 27928 members 
Mstep: Class 30 contains 2328 members 
Mstep: Class 31 contains 2336 members 
Mstep: Class 32 contains 8202 members 
Mstep: Class 33 contains 507007 members 
Mstep: Class 34 contains 62224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111994008.000000 Penalty: 119701.210938
Iteration 433Q: 35 clusters Score -1.11994e+08 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 8435 members 
Mstep: Class 3 contains 20781 members 
Mstep: Class 4 contains 9408 members 
Mstep: Class 5 contains 52550 members 
Mstep: Class 6 contains 77474 members 
Mstep: Class 7 contains 9884 members 
Mstep: Class 8 contains 2293 members 
Mstep: Class 9 contains 59505 members 
Mstep: Class 10 contains 17013 members 
Mstep: Class 11 contains 152247 members 
Mstep: Class 12 contains 27489 members 
Mstep: Class 13 contains 6362 members 
Mstep: Class 14 contains 10062 members 
Mstep: Class 15 contains 2605 members 
Mstep: Class 16 contains 45334 members 
Mstep: Class 17 contains 6124 members 
Mstep: Class 18 contains 10732 members 
Mstep: Class 19 contains 38304 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 17550 members 
Mstep: Class 22 contains 10091 members 
Mstep: Class 23 contains 8774 members 
Mstep: Class 24 contains 5343 members 
Mstep: Class 25 contains 29895 members 
Mstep: Class 26 contains 24817 members 
Mstep: Class 27 contains 17346 members 
Mstep: Class 28 contains 169771 members 
Mstep: Class 29 contains 27934 members 
Mstep: Class 30 contains 2328 members 
Mstep: Class 31 contains 2336 members 
Mstep: Class 32 contains 8202 members 
Mstep: Class 33 contains 506713 members 
Mstep: Class 34 contains 62226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111994112.000000 Penalty: 119701.210938
Iteration 434Q: 35 clusters Score -1.119941e+08 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 8435 members 
Mstep: Class 3 contains 20831 members 
Mstep: Class 4 contains 9414 members 
Mstep: Class 5 contains 52564 members 
Mstep: Class 6 contains 77494 members 
Mstep: Class 7 contains 9883 members 
Mstep: Class 8 contains 2293 members 
Mstep: Class 9 contains 59475 members 
Mstep: Class 10 contains 17010 members 
Mstep: Class 11 contains 152243 members 
Mstep: Class 12 contains 27486 members 
Mstep: Class 13 contains 6360 members 
Mstep: Class 14 contains 10062 members 
Mstep: Class 15 contains 2605 members 
Mstep: Class 16 contains 45334 members 
Mstep: Class 17 contains 6125 members 
Mstep: Class 18 contains 10728 members 
Mstep: Class 19 contains 38301 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 17547 members 
Mstep: Class 22 contains 10098 members 
Mstep: Class 23 contains 8774 members 
Mstep: Class 24 contains 5343 members 
Mstep: Class 25 contains 29898 members 
Mstep: Class 26 contains 24815 members 
Mstep: Class 27 contains 17365 members 
Mstep: Class 28 contains 169972 members 
Mstep: Class 29 contains 27939 members 
Mstep: Class 30 contains 2328 members 
Mstep: Class 31 contains 2336 members 
Mstep: Class 32 contains 8202 members 
Mstep: Class 33 contains 506433 members 
Mstep: Class 34 contains 62235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111993968.000000 Penalty: 119701.210938
Iteration 435Q: 35 clusters Score -1.11994e+08 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 8435 members 
Mstep: Class 3 contains 20882 members 
Mstep: Class 4 contains 9417 members 
Mstep: Class 5 contains 52577 members 
Mstep: Class 6 contains 77501 members 
Mstep: Class 7 contains 9884 members 
Mstep: Class 8 contains 2293 members 
Mstep: Class 9 contains 59450 members 
Mstep: Class 10 contains 17008 members 
Mstep: Class 11 contains 152241 members 
Mstep: Class 12 contains 27487 members 
Mstep: Class 13 contains 6355 members 
Mstep: Class 14 contains 10062 members 
Mstep: Class 15 contains 2605 members 
Mstep: Class 16 contains 45335 members 
Mstep: Class 17 contains 6123 members 
Mstep: Class 18 contains 10722 members 
Mstep: Class 19 contains 38305 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 17548 members 
Mstep: Class 22 contains 10105 members 
Mstep: Class 23 contains 8774 members 
Mstep: Class 24 contains 5343 members 
Mstep: Class 25 contains 29894 members 
Mstep: Class 26 contains 24816 members 
Mstep: Class 27 contains 17398 members 
Mstep: Class 28 contains 170166 members 
Mstep: Class 29 contains 27945 members 
Mstep: Class 30 contains 2328 members 
Mstep: Class 31 contains 2336 members 
Mstep: Class 32 contains 8202 members 
Mstep: Class 33 contains 506154 members 
Mstep: Class 34 contains 62237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111994024.000000 Penalty: 119701.210938
Iteration 436Q: 35 clusters Score -1.11994e+08 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 8435 members 
Mstep: Class 3 contains 20918 members 
Mstep: Class 4 contains 9414 members 
Mstep: Class 5 contains 52594 members 
Mstep: Class 6 contains 77506 members 
Mstep: Class 7 contains 9882 members 
Mstep: Class 8 contains 2293 members 
Mstep: Class 9 contains 59423 members 
Mstep: Class 10 contains 17006 members 
Mstep: Class 11 contains 152239 members 
Mstep: Class 12 contains 27486 members 
Mstep: Class 13 contains 6352 members 
Mstep: Class 14 contains 10062 members 
Mstep: Class 15 contains 2605 members 
Mstep: Class 16 contains 45337 members 
Mstep: Class 17 contains 6118 members 
Mstep: Class 18 contains 10715 members 
Mstep: Class 19 contains 38317 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 17545 members 
Mstep: Class 22 contains 10103 members 
Mstep: Class 23 contains 8774 members 
Mstep: Class 24 contains 5344 members 
Mstep: Class 25 contains 29889 members 
Mstep: Class 26 contains 24817 members 
Mstep: Class 27 contains 17431 members 
Mstep: Class 28 contains 170365 members 
Mstep: Class 29 contains 27950 members 
Mstep: Class 30 contains 2327 members 
Mstep: Class 31 contains 2336 members 
Mstep: Class 32 contains 8202 members 
Mstep: Class 33 contains 505901 members 
Mstep: Class 34 contains 62242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111994016.000000 Penalty: 119701.210938
Iteration 437Q: 35 clusters Score -1.11994e+08 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 8435 members 
Mstep: Class 3 contains 20948 members 
Mstep: Class 4 contains 9413 members 
Mstep: Class 5 contains 52604 members 
Mstep: Class 6 contains 77510 members 
Mstep: Class 7 contains 9882 members 
Mstep: Class 8 contains 2295 members 
Mstep: Class 9 contains 59410 members 
Mstep: Class 10 contains 17007 members 
Mstep: Class 11 contains 152235 members 
Mstep: Class 12 contains 27484 members 
Mstep: Class 13 contains 6348 members 
Mstep: Class 14 contains 10062 members 
Mstep: Class 15 contains 2605 members 
Mstep: Class 16 contains 45338 members 
Mstep: Class 17 contains 6115 members 
Mstep: Class 18 contains 10716 members 
Mstep: Class 19 contains 38319 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 17537 members 
Mstep: Class 22 contains 10101 members 
Mstep: Class 23 contains 8774 members 
Mstep: Class 24 contains 5346 members 
Mstep: Class 25 contains 29888 members 
Mstep: Class 26 contains 24820 members 
Mstep: Class 27 contains 17458 members 
Mstep: Class 28 contains 170538 members 
Mstep: Class 29 contains 27958 members 
Mstep: Class 30 contains 2326 members 
Mstep: Class 31 contains 2336 members 
Mstep: Class 32 contains 8202 members 
Mstep: Class 33 contains 505667 members 
Mstep: Class 34 contains 62250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111993992.000000 Penalty: 119701.210938
Iteration 438Q: 35 clusters Score -1.11994e+08 nChanged 398
Entering ConstructFrom: 
Score: -111993992.000000 Penalty: 119701.210938
Entering ConstructFrom: 
Trying to split cluster 1 (9625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Entering Unmasked Estep 
Score: -708498.437500 Penalty: 2274.685547
	Iteration 0F: 2 clusters Score -708498.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -701023.062500 Penalty: 4549.371094
	Iteration 0F: 3 clusters Score -701023.1 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -703186.937500 Penalty: 4549.371094
	Iteration 1F: 3 clusters Score -703186.9 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -703555.000000 Penalty: 4549.371094
	Iteration 2F: 3 clusters Score -703555 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -703876.500000 Penalty: 4549.371094
	Iteration 3F: 3 clusters Score -703876.5 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -704165.687500 Penalty: 4549.371094
	Iteration 4F: 3 clusters Score -704165.7 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -704466.062500 Penalty: 4549.371094
	Iteration 5Q: 3 clusters Score -704466.1 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -704719.062500 Penalty: 4549.371094
	Iteration 6Q: 3 clusters Score -704719.1 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -704972.312500 Penalty: 4549.371094
	Iteration 7Q: 3 clusters Score -704972.3 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -705220.750000 Penalty: 4549.371094
	Iteration 8Q: 3 clusters Score -705220.8 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -705476.187500 Penalty: 4549.371094
	Iteration 9Q: 3 clusters Score -705476.2 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -705705.625000 Penalty: 4549.371094
	Iteration 10Q: 3 clusters Score -705705.6 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -705959.312500 Penalty: 4549.371094
	Iteration 11Q: 3 clusters Score -705959.3 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -706276.375000 Penalty: 4549.371094
	Iteration 12Q: 3 clusters Score -706276.4 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -706573.437500 Penalty: 4549.371094
	Iteration 13Q: 3 clusters Score -706573.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -706821.875000 Penalty: 4549.371094
	Iteration 14Q: 3 clusters Score -706821.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -707049.812500 Penalty: 4549.371094
	Iteration 15Q: 3 clusters Score -707049.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -707291.937500 Penalty: 4549.371094
	Iteration 16Q: 3 clusters Score -707291.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -707528.187500 Penalty: 4549.371094
	Iteration 17Q: 3 clusters Score -707528.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -707864.562500 Penalty: 4549.371094
	Iteration 18Q: 3 clusters Score -707864.6 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -708447.312500 Penalty: 4549.371094
	Iteration 19Q: 3 clusters Score -708447.3 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -709065.937500 Penalty: 4549.371094
	Iteration 20F: 3 clusters Score -709065.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -709330.437500 Penalty: 4549.371094
	Iteration 21Q: 3 clusters Score -709330.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -709408.812500 Penalty: 4549.371094
	Iteration 22Q: 3 clusters Score -709408.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -709425.437500 Penalty: 4549.371094
	Iteration 23Q: 3 clusters Score -709425.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -709432.062500 Penalty: 4549.371094
	Iteration 24Q: 3 clusters Score -709432.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -709436.375000 Penalty: 4549.371094
	Iteration 25Q: 3 clusters Score -709436.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -709441.937500 Penalty: 4549.371094
	Iteration 26Q: 3 clusters Score -709441.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -709443.750000 Penalty: 4549.371094
	Iteration 27Q: 3 clusters Score -709443.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -709446.062500 Penalty: 4549.371094
	Iteration 28Q: 3 clusters Score -709446.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -709446.437500 Penalty: 4549.371094
	Iteration 29Q: 3 clusters Score -709446.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -709446.250000 Penalty: 4549.371094
	Iteration 30Q: 3 clusters Score -709446.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -709446.875000 Penalty: 4549.371094
	Iteration 31Q: 3 clusters Score -709446.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -709445.937500 Penalty: 4549.371094
	Iteration 32Q: 3 clusters Score -709445.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -709444.937500 Penalty: 4549.371094
	Iteration 33Q: 3 clusters Score -709444.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -709444.937500 Penalty: 4549.371094
	Iteration 34F: 3 clusters Score -709444.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 8435 members 
Mstep: Class 3 contains 20989 members 
Mstep: Class 4 contains 9411 members 
Mstep: Class 5 contains 52618 members 
Mstep: Class 6 contains 77514 members 
Mstep: Class 7 contains 9881 members 
Mstep: Class 8 contains 2296 members 
Mstep: Class 9 contains 59388 members 
Mstep: Class 10 contains 17006 members 
Mstep: Class 11 contains 152242 members 
Mstep: Class 12 contains 27481 members 
Mstep: Class 13 contains 6346 members 
Mstep: Class 14 contains 10062 members 
Mstep: Class 15 contains 2605 members 
Mstep: Class 16 contains 45338 members 
Mstep: Class 17 contains 6113 members 
Mstep: Class 18 contains 10714 members 
Mstep: Class 19 contains 38323 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 17529 members 
Mstep: Class 22 contains 10100 members 
Mstep: Class 23 contains 8774 members 
Mstep: Class 24 contains 5346 members 
Mstep: Class 25 contains 29889 members 
Mstep: Class 26 contains 24822 members 
Mstep: Class 27 contains 17481 members 
Mstep: Class 28 contains 170694 members 
Mstep: Class 29 contains 27962 members 
Mstep: Class 30 contains 2326 members 
Mstep: Class 31 contains 2336 members 
Mstep: Class 32 contains 8202 members 
Mstep: Class 33 contains 505445 members 
Mstep: Class 34 contains 62259 members 
Mstep: Class 35 contains 6515 members 
Entering Unmasked Estep 
Score: -111993624.000000 Penalty: 123221.835938
Splitting cluster 1 changes total score from -111993992.000000 to -111993624.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (8435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Entering Unmasked Estep 
Score: -650223.937500 Penalty: 2241.956055
	Iteration 0F: 2 clusters Score -650223.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -643639.187500 Penalty: 4483.912109
	Iteration 0F: 3 clusters Score -643639.2 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -645447.937500 Penalty: 4483.912109
	Iteration 1F: 3 clusters Score -645447.9 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -645727.125000 Penalty: 4483.912109
	Iteration 2F: 3 clusters Score -645727.1 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -645971.125000 Penalty: 4483.912109
	Iteration 3F: 3 clusters Score -645971.1 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -646215.125000 Penalty: 4483.912109
	Iteration 4Q: 3 clusters Score -646215.1 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -646478.687500 Penalty: 4483.912109
	Iteration 5Q: 3 clusters Score -646478.7 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -646779.687500 Penalty: 4483.912109
	Iteration 6Q: 3 clusters Score -646779.7 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -647097.625000 Penalty: 4483.912109
	Iteration 7Q: 3 clusters Score -647097.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -647385.812500 Penalty: 4483.912109
	Iteration 8Q: 3 clusters Score -647385.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -647619.562500 Penalty: 4483.912109
	Iteration 9Q: 3 clusters Score -647619.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -647771.062500 Penalty: 4483.912109
	Iteration 10Q: 3 clusters Score -647771.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -647921.812500 Penalty: 4483.912109
	Iteration 11Q: 3 clusters Score -647921.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -648049.375000 Penalty: 4483.912109
	Iteration 12Q: 3 clusters Score -648049.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -648146.812500 Penalty: 4483.912109
	Iteration 13Q: 3 clusters Score -648146.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -648223.750000 Penalty: 4483.912109
	Iteration 14Q: 3 clusters Score -648223.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -648286.812500 Penalty: 4483.912109
	Iteration 15Q: 3 clusters Score -648286.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -648331.000000 Penalty: 4483.912109
	Iteration 16Q: 3 clusters Score -648331 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -648357.687500 Penalty: 4483.912109
	Iteration 17Q: 3 clusters Score -648357.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -648377.000000 Penalty: 4483.912109
	Iteration 18Q: 3 clusters Score -648377 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -648393.125000 Penalty: 4483.912109
	Iteration 19Q: 3 clusters Score -648393.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -648400.687500 Penalty: 4483.912109
	Iteration 20F: 3 clusters Score -648400.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -648406.687500 Penalty: 4483.912109
	Iteration 21Q: 3 clusters Score -648406.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -648411.375000 Penalty: 4483.912109
	Iteration 22Q: 3 clusters Score -648411.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -648416.875000 Penalty: 4483.912109
	Iteration 23Q: 3 clusters Score -648416.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -648423.562500 Penalty: 4483.912109
	Iteration 24Q: 3 clusters Score -648423.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -648429.125000 Penalty: 4483.912109
	Iteration 25Q: 3 clusters Score -648429.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -648433.437500 Penalty: 4483.912109
	Iteration 26Q: 3 clusters Score -648433.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -648438.562500 Penalty: 4483.912109
	Iteration 27Q: 3 clusters Score -648438.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -648441.937500 Penalty: 4483.912109
	Iteration 28Q: 3 clusters Score -648441.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -648445.125000 Penalty: 4483.912109
	Iteration 29Q: 3 clusters Score -648445.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -648447.000000 Penalty: 4483.912109
	Iteration 30Q: 3 clusters Score -648447 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -648447.312500 Penalty: 4483.912109
	Iteration 31Q: 3 clusters Score -648447.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -648447.687500 Penalty: 4483.912109
	Iteration 32Q: 3 clusters Score -648447.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -648449.062500 Penalty: 4483.912109
	Iteration 33Q: 3 clusters Score -648449.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -648448.187500 Penalty: 4483.912109
	Iteration 34Q: 3 clusters Score -648448.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -648448.187500 Penalty: 4483.912109
	Iteration 35F: 3 clusters Score -648448.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (20989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20989 members 
Entering Unmasked Estep 
Score: -1736101.250000 Penalty: 2468.034912
	Iteration 0F: 2 clusters Score -1736101 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -1721490.000000 Penalty: 4936.069824
	Iteration 0F: 3 clusters Score -1721490 nChanged 9137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -1726221.125000 Penalty: 4936.069824
	Iteration 1F: 3 clusters Score -1726221 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -1726586.875000 Penalty: 4936.069824
	Iteration 2F: 3 clusters Score -1726587 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -1726892.125000 Penalty: 4936.069824
	Iteration 3Q: 3 clusters Score -1726892 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -1727150.625000 Penalty: 4936.069824
	Iteration 4Q: 3 clusters Score -1727151 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -1727392.875000 Penalty: 4936.069824
	Iteration 5Q: 3 clusters Score -1727393 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -1727675.000000 Penalty: 4936.069824
	Iteration 6Q: 3 clusters Score -1727675 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -1728104.875000 Penalty: 4936.069824
	Iteration 7Q: 3 clusters Score -1728105 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -1728692.125000 Penalty: 4936.069824
	Iteration 8Q: 3 clusters Score -1728692 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 15610 members 
Entering Unmasked Estep 
Score: -1729511.375000 Penalty: 4936.069824
	Iteration 9F: 3 clusters Score -1729511 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -1730492.625000 Penalty: 4936.069824
	Iteration 10F: 3 clusters Score -1730493 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 18048 members 
Entering Unmasked Estep 
Score: -1731492.375000 Penalty: 4936.069824
	Iteration 11F: 3 clusters Score -1731492 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 19030 members 
Entering Unmasked Estep 
Score: -1732378.625000 Penalty: 4936.069824
	Iteration 12Q: 3 clusters Score -1732379 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 19744 members 
Entering Unmasked Estep 
Score: -1733051.375000 Penalty: 4936.069824
	Iteration 13Q: 3 clusters Score -1733051 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 20165 members 
Entering Unmasked Estep 
Score: -1733440.875000 Penalty: 4936.069824
	Iteration 14Q: 3 clusters Score -1733441 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 20363 members 
Entering Unmasked Estep 
Score: -1733615.750000 Penalty: 4936.069824
	Iteration 15Q: 3 clusters Score -1733616 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 20466 members 
Entering Unmasked Estep 
Score: -1733745.125000 Penalty: 4936.069824
	Iteration 16Q: 3 clusters Score -1733745 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 20532 members 
Entering Unmasked Estep 
Score: -1733834.250000 Penalty: 4936.069824
	Iteration 17Q: 3 clusters Score -1733834 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 20577 members 
Entering Unmasked Estep 
Score: -1733882.375000 Penalty: 4936.069824
	Iteration 18Q: 3 clusters Score -1733882 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 20615 members 
Entering Unmasked Estep 
Score: -1733917.625000 Penalty: 4936.069824
	Iteration 19Q: 3 clusters Score -1733918 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 20629 members 
Entering Unmasked Estep 
Score: -1733936.375000 Penalty: 4936.069824
	Iteration 20F: 3 clusters Score -1733936 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 20637 members 
Entering Unmasked Estep 
Score: -1733948.250000 Penalty: 4936.069824
	Iteration 21Q: 3 clusters Score -1733948 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 20641 members 
Entering Unmasked Estep 
Score: -1733954.750000 Penalty: 4936.069824
	Iteration 22Q: 3 clusters Score -1733955 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 20644 members 
Entering Unmasked Estep 
Score: -1733959.250000 Penalty: 4936.069824
	Iteration 23Q: 3 clusters Score -1733959 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 20647 members 
Entering Unmasked Estep 
Score: -1733964.250000 Penalty: 4936.069824
	Iteration 24Q: 3 clusters Score -1733964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 20647 members 
Entering Unmasked Estep 
Score: -1733967.125000 Penalty: 4936.069824
	Iteration 25Q: 3 clusters Score -1733967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 20647 members 
Entering Unmasked Estep 
Score: -1733969.125000 Penalty: 4936.069824
	Iteration 26Q: 3 clusters Score -1733969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 20648 members 
Entering Unmasked Estep 
Score: -1733970.500000 Penalty: 4936.069824
	Iteration 27Q: 3 clusters Score -1733970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 20650 members 
Entering Unmasked Estep 
Score: -1733972.625000 Penalty: 4936.069824
	Iteration 28Q: 3 clusters Score -1733973 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 20650 members 
Entering Unmasked Estep 
Score: -1733972.625000 Penalty: 4936.069824
	Iteration 29F: 3 clusters Score -1733973 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Entering Unmasked Estep 
Score: -726129.937500 Penalty: 2269.109375
	Iteration 0F: 2 clusters Score -726129.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -718861.062500 Penalty: 4538.218750
	Iteration 0F: 3 clusters Score -718861.1 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -720973.187500 Penalty: 4538.218750
	Iteration 1F: 3 clusters Score -720973.2 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -721282.625000 Penalty: 4538.218750
	Iteration 2F: 3 clusters Score -721282.6 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -721473.937500 Penalty: 4538.218750
	Iteration 3Q: 3 clusters Score -721473.9 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -721588.875000 Penalty: 4538.218750
	Iteration 4Q: 3 clusters Score -721588.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -721673.750000 Penalty: 4538.218750
	Iteration 5Q: 3 clusters Score -721673.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -721751.375000 Penalty: 4538.218750
	Iteration 6Q: 3 clusters Score -721751.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -721805.812500 Penalty: 4538.218750
	Iteration 7Q: 3 clusters Score -721805.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -721856.625000 Penalty: 4538.218750
	Iteration 8Q: 3 clusters Score -721856.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -721897.187500 Penalty: 4538.218750
	Iteration 9Q: 3 clusters Score -721897.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -721940.312500 Penalty: 4538.218750
	Iteration 10Q: 3 clusters Score -721940.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -721981.125000 Penalty: 4538.218750
	Iteration 11Q: 3 clusters Score -721981.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -722024.687500 Penalty: 4538.218750
	Iteration 12Q: 3 clusters Score -722024.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -722058.625000 Penalty: 4538.218750
	Iteration 13Q: 3 clusters Score -722058.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -722086.250000 Penalty: 4538.218750
	Iteration 14Q: 3 clusters Score -722086.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -722122.437500 Penalty: 4538.218750
	Iteration 15Q: 3 clusters Score -722122.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -722162.062500 Penalty: 4538.218750
	Iteration 16Q: 3 clusters Score -722162.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -722196.062500 Penalty: 4538.218750
	Iteration 17Q: 3 clusters Score -722196.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -722229.562500 Penalty: 4538.218750
	Iteration 18Q: 3 clusters Score -722229.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -722257.187500 Penalty: 4538.218750
	Iteration 19Q: 3 clusters Score -722257.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -722291.812500 Penalty: 4538.218750
	Iteration 20F: 3 clusters Score -722291.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -722332.937500 Penalty: 4538.218750
	Iteration 21Q: 3 clusters Score -722332.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -722373.500000 Penalty: 4538.218750
	Iteration 22Q: 3 clusters Score -722373.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -722421.812500 Penalty: 4538.218750
	Iteration 23Q: 3 clusters Score -722421.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -722466.625000 Penalty: 4538.218750
	Iteration 24Q: 3 clusters Score -722466.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -722522.062500 Penalty: 4538.218750
	Iteration 25Q: 3 clusters Score -722522.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -722585.562500 Penalty: 4538.218750
	Iteration 26Q: 3 clusters Score -722585.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -722663.187500 Penalty: 4538.218750
	Iteration 27Q: 3 clusters Score -722663.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -722741.812500 Penalty: 4538.218750
	Iteration 28Q: 3 clusters Score -722741.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -722826.687500 Penalty: 4538.218750
	Iteration 29Q: 3 clusters Score -722826.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -722907.812500 Penalty: 4538.218750
	Iteration 30Q: 3 clusters Score -722907.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -722997.000000 Penalty: 4538.218750
	Iteration 31Q: 3 clusters Score -722997 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -723097.437500 Penalty: 4538.218750
	Iteration 32Q: 3 clusters Score -723097.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -723188.562500 Penalty: 4538.218750
	Iteration 33Q: 3 clusters Score -723188.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -723275.500000 Penalty: 4538.218750
	Iteration 34Q: 3 clusters Score -723275.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -723362.375000 Penalty: 4538.218750
	Iteration 35Q: 3 clusters Score -723362.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -723450.312500 Penalty: 4538.218750
	Iteration 36Q: 3 clusters Score -723450.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -723534.750000 Penalty: 4538.218750
	Iteration 37Q: 3 clusters Score -723534.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -723624.312500 Penalty: 4538.218750
	Iteration 38Q: 3 clusters Score -723624.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -723695.875000 Penalty: 4538.218750
	Iteration 39Q: 3 clusters Score -723695.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -723748.687500 Penalty: 4538.218750
	Iteration 40F: 3 clusters Score -723748.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -723793.687500 Penalty: 4538.218750
	Iteration 41Q: 3 clusters Score -723793.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -723822.375000 Penalty: 4538.218750
	Iteration 42Q: 3 clusters Score -723822.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -723842.625000 Penalty: 4538.218750
	Iteration 43Q: 3 clusters Score -723842.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -723864.125000 Penalty: 4538.218750
	Iteration 44Q: 3 clusters Score -723864.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -723890.500000 Penalty: 4538.218750
	Iteration 45Q: 3 clusters Score -723890.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -723921.187500 Penalty: 4538.218750
	Iteration 46Q: 3 clusters Score -723921.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -723953.937500 Penalty: 4538.218750
	Iteration 47Q: 3 clusters Score -723953.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -723979.500000 Penalty: 4538.218750
	Iteration 48Q: 3 clusters Score -723979.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -724003.000000 Penalty: 4538.218750
	Iteration 49Q: 3 clusters Score -724003 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -724012.687500 Penalty: 4538.218750
	Iteration 50Q: 3 clusters Score -724012.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -724021.875000 Penalty: 4538.218750
	Iteration 51Q: 3 clusters Score -724021.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -724026.937500 Penalty: 4538.218750
	Iteration 52Q: 3 clusters Score -724026.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -724032.625000 Penalty: 4538.218750
	Iteration 53Q: 3 clusters Score -724032.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -724035.187500 Penalty: 4538.218750
	Iteration 54Q: 3 clusters Score -724035.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -724036.500000 Penalty: 4538.218750
	Iteration 55Q: 3 clusters Score -724036.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -724038.125000 Penalty: 4538.218750
	Iteration 56Q: 3 clusters Score -724038.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -724040.000000 Penalty: 4538.218750
	Iteration 57Q: 3 clusters Score -724040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -724046.375000 Penalty: 4538.218750
	Iteration 58Q: 3 clusters Score -724046.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -724051.312500 Penalty: 4538.218750
	Iteration 59Q: 3 clusters Score -724051.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -724057.750000 Penalty: 4538.218750
	Iteration 60F: 3 clusters Score -724057.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -724067.625000 Penalty: 4538.218750
	Iteration 61Q: 3 clusters Score -724067.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -724074.687500 Penalty: 4538.218750
	Iteration 62Q: 3 clusters Score -724074.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -724079.687500 Penalty: 4538.218750
	Iteration 63Q: 3 clusters Score -724079.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -724086.250000 Penalty: 4538.218750
	Iteration 64Q: 3 clusters Score -724086.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -724089.687500 Penalty: 4538.218750
	Iteration 65Q: 3 clusters Score -724089.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -724092.687500 Penalty: 4538.218750
	Iteration 66Q: 3 clusters Score -724092.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -724095.062500 Penalty: 4538.218750
	Iteration 67Q: 3 clusters Score -724095.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -724099.062500 Penalty: 4538.218750
	Iteration 68Q: 3 clusters Score -724099.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -724103.312500 Penalty: 4538.218750
	Iteration 69Q: 3 clusters Score -724103.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -724107.000000 Penalty: 4538.218750
	Iteration 70Q: 3 clusters Score -724107 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -724108.187500 Penalty: 4538.218750
	Iteration 71Q: 3 clusters Score -724108.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -724110.312500 Penalty: 4538.218750
	Iteration 72Q: 3 clusters Score -724110.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -724110.937500 Penalty: 4538.218750
	Iteration 73Q: 3 clusters Score -724110.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -724111.500000 Penalty: 4538.218750
	Iteration 74Q: 3 clusters Score -724111.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -724111.500000 Penalty: 4538.218750
	Iteration 75F: 3 clusters Score -724111.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (52618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52618 members 
Entering Unmasked Estep 
Score: -4113822.250000 Penalty: 2695.961670
	Iteration 0F: 2 clusters Score -4113822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26359 members 
Mstep: Class 2 contains 26259 members 
Entering Unmasked Estep 
Score: -4078286.000000 Penalty: 5391.923340
	Iteration 0F: 3 clusters Score -4078286 nChanged 24513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26406 members 
Mstep: Class 2 contains 26212 members 
Entering Unmasked Estep 
Score: -4091869.500000 Penalty: 5391.923340
	Iteration 1F: 3 clusters Score -4091870 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26598 members 
Mstep: Class 2 contains 26020 members 
Entering Unmasked Estep 
Score: -4092744.750000 Penalty: 5391.923340
	Iteration 2Q: 3 clusters Score -4092745 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26815 members 
Mstep: Class 2 contains 25803 members 
Entering Unmasked Estep 
Score: -4094057.750000 Penalty: 5391.923340
	Iteration 3Q: 3 clusters Score -4094058 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26996 members 
Mstep: Class 2 contains 25622 members 
Entering Unmasked Estep 
Score: -4095865.250000 Penalty: 5391.923340
	Iteration 4F: 3 clusters Score -4095865 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26982 members 
Mstep: Class 2 contains 25636 members 
Entering Unmasked Estep 
Score: -4097977.750000 Penalty: 5391.923340
	Iteration 5F: 3 clusters Score -4097978 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26666 members 
Mstep: Class 2 contains 25952 members 
Entering Unmasked Estep 
Score: -4100005.500000 Penalty: 5391.923340
	Iteration 6F: 3 clusters Score -4100006 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26060 members 
Mstep: Class 2 contains 26558 members 
Entering Unmasked Estep 
Score: -4101888.500000 Penalty: 5391.923340
	Iteration 7F: 3 clusters Score -4101888 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25152 members 
Mstep: Class 2 contains 27466 members 
Entering Unmasked Estep 
Score: -4103585.000000 Penalty: 5391.923340
	Iteration 8F: 3 clusters Score -4103585 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24077 members 
Mstep: Class 2 contains 28541 members 
Entering Unmasked Estep 
Score: -4105086.750000 Penalty: 5391.923340
	Iteration 9Q: 3 clusters Score -4105087 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22949 members 
Mstep: Class 2 contains 29669 members 
Entering Unmasked Estep 
Score: -4106174.750000 Penalty: 5391.923340
	Iteration 10Q: 3 clusters Score -4106175 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21790 members 
Mstep: Class 2 contains 30828 members 
Entering Unmasked Estep 
Score: -4106917.750000 Penalty: 5391.923340
	Iteration 11Q: 3 clusters Score -4106918 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20634 members 
Mstep: Class 2 contains 31984 members 
Entering Unmasked Estep 
Score: -4107507.250000 Penalty: 5391.923340
	Iteration 12Q: 3 clusters Score -4107507 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19436 members 
Mstep: Class 2 contains 33182 members 
Entering Unmasked Estep 
Score: -4108174.750000 Penalty: 5391.923340
	Iteration 13Q: 3 clusters Score -4108175 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18127 members 
Mstep: Class 2 contains 34491 members 
Entering Unmasked Estep 
Score: -4108915.500000 Penalty: 5391.923340
	Iteration 14Q: 3 clusters Score -4108916 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 35792 members 
Entering Unmasked Estep 
Score: -4109660.500000 Penalty: 5391.923340
	Iteration 15Q: 3 clusters Score -4109660 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 37085 members 
Entering Unmasked Estep 
Score: -4110436.750000 Penalty: 5391.923340
	Iteration 16Q: 3 clusters Score -4110437 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 38309 members 
Entering Unmasked Estep 
Score: -4111227.750000 Penalty: 5391.923340
	Iteration 17Q: 3 clusters Score -4111228 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 39461 members 
Entering Unmasked Estep 
Score: -4111987.500000 Penalty: 5391.923340
	Iteration 18Q: 3 clusters Score -4111988 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 40523 members 
Entering Unmasked Estep 
Score: -4112789.250000 Penalty: 5391.923340
	Iteration 19Q: 3 clusters Score -4112789 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 41427 members 
Entering Unmasked Estep 
Score: -4113389.750000 Penalty: 5391.923340
	Iteration 20F: 3 clusters Score -4113390 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 42090 members 
Entering Unmasked Estep 
Score: -4113749.250000 Penalty: 5391.923340
	Iteration 21Q: 3 clusters Score -4113749 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 42596 members 
Entering Unmasked Estep 
Score: -4113919.250000 Penalty: 5391.923340
	Iteration 22Q: 3 clusters Score -4113919 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 43005 members 
Entering Unmasked Estep 
Score: -4114062.000000 Penalty: 5391.923340
	Iteration 23Q: 3 clusters Score -4114062 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 43351 members 
Entering Unmasked Estep 
Score: -4114163.750000 Penalty: 5391.923340
	Iteration 24Q: 3 clusters Score -4114164 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 43631 members 
Entering Unmasked Estep 
Score: -4114241.500000 Penalty: 5391.923340
	Iteration 25Q: 3 clusters Score -4114242 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 43867 members 
Entering Unmasked Estep 
Score: -4114300.750000 Penalty: 5391.923340
	Iteration 26Q: 3 clusters Score -4114301 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 44067 members 
Entering Unmasked Estep 
Score: -4114324.750000 Penalty: 5391.923340
	Iteration 27Q: 3 clusters Score -4114325 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 44232 members 
Entering Unmasked Estep 
Score: -4114360.750000 Penalty: 5391.923340
	Iteration 28Q: 3 clusters Score -4114361 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 44373 members 
Entering Unmasked Estep 
Score: -4114373.000000 Penalty: 5391.923340
	Iteration 29Q: 3 clusters Score -4114373 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 44481 members 
Entering Unmasked Estep 
Score: -4114397.750000 Penalty: 5391.923340
	Iteration 30Q: 3 clusters Score -4114398 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 44571 members 
Entering Unmasked Estep 
Score: -4114402.250000 Penalty: 5391.923340
	Iteration 31Q: 3 clusters Score -4114402 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 44650 members 
Entering Unmasked Estep 
Score: -4114398.250000 Penalty: 5391.923340
	Iteration 32Q: 3 clusters Score -4114398 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 44700 members 
Entering Unmasked Estep 
Score: -4114411.250000 Penalty: 5391.923340
	Iteration 33Q: 3 clusters Score -4114411 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 44740 members 
Entering Unmasked Estep 
Score: -4114421.500000 Penalty: 5391.923340
	Iteration 34Q: 3 clusters Score -4114422 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 44780 members 
Entering Unmasked Estep 
Score: -4114418.500000 Penalty: 5391.923340
	Iteration 35Q: 3 clusters Score -4114418 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 44820 members 
Entering Unmasked Estep 
Score: -4114419.750000 Penalty: 5391.923340
	Iteration 36Q: 3 clusters Score -4114420 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 44863 members 
Entering Unmasked Estep 
Score: -4114429.000000 Penalty: 5391.923340
	Iteration 37Q: 3 clusters Score -4114429 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 44897 members 
Entering Unmasked Estep 
Score: -4114441.000000 Penalty: 5391.923340
	Iteration 38Q: 3 clusters Score -4114441 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 44922 members 
Entering Unmasked Estep 
Score: -4114438.750000 Penalty: 5391.923340
	Iteration 39Q: 3 clusters Score -4114439 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 44950 members 
Entering Unmasked Estep 
Score: -4114443.250000 Penalty: 5391.923340
	Iteration 40F: 3 clusters Score -4114443 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 44967 members 
Entering Unmasked Estep 
Score: -4114444.750000 Penalty: 5391.923340
	Iteration 41Q: 3 clusters Score -4114445 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 44982 members 
Entering Unmasked Estep 
Score: -4114440.750000 Penalty: 5391.923340
	Iteration 42Q: 3 clusters Score -4114441 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 44997 members 
Entering Unmasked Estep 
Score: -4114440.250000 Penalty: 5391.923340
	Iteration 43Q: 3 clusters Score -4114440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 45005 members 
Entering Unmasked Estep 
Score: -4114441.250000 Penalty: 5391.923340
	Iteration 44Q: 3 clusters Score -4114441 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 45014 members 
Entering Unmasked Estep 
Score: -4114440.250000 Penalty: 5391.923340
	Iteration 45Q: 3 clusters Score -4114440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 45019 members 
Entering Unmasked Estep 
Score: -4114440.500000 Penalty: 5391.923340
	Iteration 46Q: 3 clusters Score -4114440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 45026 members 
Entering Unmasked Estep 
Score: -4114442.250000 Penalty: 5391.923340
	Iteration 47Q: 3 clusters Score -4114442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 45032 members 
Entering Unmasked Estep 
Score: -4114439.250000 Penalty: 5391.923340
	Iteration 48Q: 3 clusters Score -4114439 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 45041 members 
Entering Unmasked Estep 
Score: -4114439.750000 Penalty: 5391.923340
	Iteration 49Q: 3 clusters Score -4114440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 45045 members 
Entering Unmasked Estep 
Score: -4114440.500000 Penalty: 5391.923340
	Iteration 50Q: 3 clusters Score -4114440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 45046 members 
Entering Unmasked Estep 
Score: -4114438.750000 Penalty: 5391.923340
	Iteration 51Q: 3 clusters Score -4114439 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 45046 members 
Entering Unmasked Estep 
Score: -4114438.750000 Penalty: 5391.923340
	Iteration 52F: 3 clusters Score -4114439 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 8435 members 
Mstep: Class 3 contains 20989 members 
Mstep: Class 4 contains 9411 members 
Mstep: Class 5 contains 7572 members 
Mstep: Class 6 contains 77514 members 
Mstep: Class 7 contains 9881 members 
Mstep: Class 8 contains 2296 members 
Mstep: Class 9 contains 59388 members 
Mstep: Class 10 contains 17006 members 
Mstep: Class 11 contains 152242 members 
Mstep: Class 12 contains 27481 members 
Mstep: Class 13 contains 6346 members 
Mstep: Class 14 contains 10062 members 
Mstep: Class 15 contains 2605 members 
Mstep: Class 16 contains 45338 members 
Mstep: Class 17 contains 6113 members 
Mstep: Class 18 contains 10714 members 
Mstep: Class 19 contains 38323 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 17529 members 
Mstep: Class 22 contains 10100 members 
Mstep: Class 23 contains 8774 members 
Mstep: Class 24 contains 5346 members 
Mstep: Class 25 contains 29889 members 
Mstep: Class 26 contains 24822 members 
Mstep: Class 27 contains 17481 members 
Mstep: Class 28 contains 170694 members 
Mstep: Class 29 contains 27962 members 
Mstep: Class 30 contains 2326 members 
Mstep: Class 31 contains 2336 members 
Mstep: Class 32 contains 8202 members 
Mstep: Class 33 contains 505445 members 
Mstep: Class 34 contains 62259 members 
Mstep: Class 35 contains 45046 members 
Entering Unmasked Estep 
Score: -111994360.000000 Penalty: 123221.835938
Splitting cluster 5 changes total score from -111993992.000000 to -111994360.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 6 (77514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77514 members 
Entering Unmasked Estep 
Score: -6295061.000000 Penalty: 2792.037109
	Iteration 0F: 2 clusters Score -6295061 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39011 members 
Mstep: Class 2 contains 38503 members 
Entering Unmasked Estep 
Score: -6243225.500000 Penalty: 5584.074219
	Iteration 0F: 3 clusters Score -6243226 nChanged 36328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41823 members 
Mstep: Class 2 contains 35691 members 
Entering Unmasked Estep 
Score: -6263985.500000 Penalty: 5584.074219
	Iteration 1F: 3 clusters Score -6263986 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43595 members 
Mstep: Class 2 contains 33919 members 
Entering Unmasked Estep 
Score: -6265015.000000 Penalty: 5584.074219
	Iteration 2Q: 3 clusters Score -6265015 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46277 members 
Mstep: Class 2 contains 31237 members 
Entering Unmasked Estep 
Score: -6266471.000000 Penalty: 5584.074219
	Iteration 3Q: 3 clusters Score -6266471 nChanged 4245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50072 members 
Mstep: Class 2 contains 27442 members 
Entering Unmasked Estep 
Score: -6268681.000000 Penalty: 5584.074219
	Iteration 4F: 3 clusters Score -6268681 nChanged 5154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55020 members 
Mstep: Class 2 contains 22494 members 
Entering Unmasked Estep 
Score: -6272093.000000 Penalty: 5584.074219
	Iteration 5F: 3 clusters Score -6272093 nChanged 6279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61253 members 
Mstep: Class 2 contains 16261 members 
Entering Unmasked Estep 
Score: -6277254.000000 Penalty: 5584.074219
	Iteration 6F: 3 clusters Score -6277254 nChanged 6560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67787 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -6283420.000000 Penalty: 5584.074219
	Iteration 7F: 3 clusters Score -6283420 nChanged 5047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72832 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -6288323.500000 Penalty: 5584.074219
	Iteration 8F: 3 clusters Score -6288324 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75653 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -6290964.000000 Penalty: 5584.074219
	Iteration 9Q: 3 clusters Score -6290964 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76747 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -6291915.000000 Penalty: 5584.074219
	Iteration 10Q: 3 clusters Score -6291915 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77071 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -6292276.500000 Penalty: 5584.074219
	Iteration 11Q: 3 clusters Score -6292276 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77188 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -6292427.500000 Penalty: 5584.074219
	Iteration 12Q: 3 clusters Score -6292428 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77229 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -6292511.500000 Penalty: 5584.074219
	Iteration 13Q: 3 clusters Score -6292512 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77246 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -6292546.500000 Penalty: 5584.074219
	Iteration 14Q: 3 clusters Score -6292546 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77259 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -6292569.000000 Penalty: 5584.074219
	Iteration 15Q: 3 clusters Score -6292569 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77270 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -6292579.500000 Penalty: 5584.074219
	Iteration 16Q: 3 clusters Score -6292580 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77276 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -6292593.000000 Penalty: 5584.074219
	Iteration 17Q: 3 clusters Score -6292593 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77280 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -6292606.500000 Penalty: 5584.074219
	Iteration 18Q: 3 clusters Score -6292606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77282 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -6292616.000000 Penalty: 5584.074219
	Iteration 19Q: 3 clusters Score -6292616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77281 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -6292616.500000 Penalty: 5584.074219
	Iteration 20F: 3 clusters Score -6292616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77281 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -6292616.500000 Penalty: 5584.074219
	Iteration 21Q: 3 clusters Score -6292616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77281 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -6292616.500000 Penalty: 5584.074219
	Iteration 22F: 3 clusters Score -6292616 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -804661.062500 Penalty: 2281.195557
	Iteration 0F: 2 clusters Score -804661.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -797074.937500 Penalty: 4562.391113
	Iteration 0F: 3 clusters Score -797074.9 nChanged 4101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -799231.250000 Penalty: 4562.391113
	Iteration 1F: 3 clusters Score -799231.2 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -799489.312500 Penalty: 4562.391113
	Iteration 2F: 3 clusters Score -799489.3 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -799676.312500 Penalty: 4562.391113
	Iteration 3Q: 3 clusters Score -799676.3 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -799849.250000 Penalty: 4562.391113
	Iteration 4Q: 3 clusters Score -799849.2 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -800024.187500 Penalty: 4562.391113
	Iteration 5Q: 3 clusters Score -800024.2 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -800183.937500 Penalty: 4562.391113
	Iteration 6Q: 3 clusters Score -800183.9 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -800378.687500 Penalty: 4562.391113
	Iteration 7Q: 3 clusters Score -800378.7 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -800600.875000 Penalty: 4562.391113
	Iteration 8Q: 3 clusters Score -800600.9 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -800865.187500 Penalty: 4562.391113
	Iteration 9Q: 3 clusters Score -800865.2 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -801199.562500 Penalty: 4562.391113
	Iteration 10Q: 3 clusters Score -801199.6 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -801590.562500 Penalty: 4562.391113
	Iteration 11F: 3 clusters Score -801590.6 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -801927.687500 Penalty: 4562.391113
	Iteration 12Q: 3 clusters Score -801927.7 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -802176.625000 Penalty: 4562.391113
	Iteration 13Q: 3 clusters Score -802176.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -802370.062500 Penalty: 4562.391113
	Iteration 14Q: 3 clusters Score -802370.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -802504.187500 Penalty: 4562.391113
	Iteration 15Q: 3 clusters Score -802504.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -802604.437500 Penalty: 4562.391113
	Iteration 16Q: 3 clusters Score -802604.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -802675.437500 Penalty: 4562.391113
	Iteration 17Q: 3 clusters Score -802675.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -802715.750000 Penalty: 4562.391113
	Iteration 18Q: 3 clusters Score -802715.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -802755.312500 Penalty: 4562.391113
	Iteration 19Q: 3 clusters Score -802755.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -802782.125000 Penalty: 4562.391113
	Iteration 20F: 3 clusters Score -802782.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -802794.250000 Penalty: 4562.391113
	Iteration 21Q: 3 clusters Score -802794.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -802808.375000 Penalty: 4562.391113
	Iteration 22Q: 3 clusters Score -802808.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -802813.562500 Penalty: 4562.391113
	Iteration 23Q: 3 clusters Score -802813.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -802826.375000 Penalty: 4562.391113
	Iteration 24Q: 3 clusters Score -802826.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -802830.562500 Penalty: 4562.391113
	Iteration 25Q: 3 clusters Score -802830.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -802842.125000 Penalty: 4562.391113
	Iteration 26Q: 3 clusters Score -802842.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -802846.312500 Penalty: 4562.391113
	Iteration 27Q: 3 clusters Score -802846.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -802852.000000 Penalty: 4562.391113
	Iteration 28Q: 3 clusters Score -802852 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -802854.125000 Penalty: 4562.391113
	Iteration 29Q: 3 clusters Score -802854.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -802856.312500 Penalty: 4562.391113
	Iteration 30Q: 3 clusters Score -802856.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -802860.750000 Penalty: 4562.391113
	Iteration 31Q: 3 clusters Score -802860.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -802862.062500 Penalty: 4562.391113
	Iteration 32Q: 3 clusters Score -802862.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -802864.062500 Penalty: 4562.391113
	Iteration 33Q: 3 clusters Score -802864.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -802866.375000 Penalty: 4562.391113
	Iteration 34Q: 3 clusters Score -802866.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -802868.500000 Penalty: 4562.391113
	Iteration 35Q: 3 clusters Score -802868.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -802869.312500 Penalty: 4562.391113
	Iteration 36Q: 3 clusters Score -802869.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -802871.625000 Penalty: 4562.391113
	Iteration 37Q: 3 clusters Score -802871.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -802875.000000 Penalty: 4562.391113
	Iteration 38Q: 3 clusters Score -802875 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -802875.562500 Penalty: 4562.391113
	Iteration 39Q: 3 clusters Score -802875.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -802876.312500 Penalty: 4562.391113
	Iteration 40F: 3 clusters Score -802876.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -802877.125000 Penalty: 4562.391113
	Iteration 41Q: 3 clusters Score -802877.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -802876.375000 Penalty: 4562.391113
	Iteration 42Q: 3 clusters Score -802876.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -802876.375000 Penalty: 4562.391113
	Iteration 43F: 3 clusters Score -802876.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -148719.578125 Penalty: 1919.253052
	Iteration 0F: 2 clusters Score -148719.6 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 1159 members 
Entering Unmasked Estep 
Score: -145952.437500 Penalty: 3838.506104
	Iteration 0F: 3 clusters Score -145952.4 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -146586.078125 Penalty: 3838.506104
	Iteration 1F: 3 clusters Score -146586.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -146787.890625 Penalty: 3838.506104
	Iteration 2F: 3 clusters Score -146787.9 nChanged 128
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: -146898.734375 Penalty: 3838.506104
	Iteration 3F: 3 clusters Score -146898.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -146975.031250 Penalty: 3838.506104
	Iteration 4Q: 3 clusters Score -146975 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -147051.546875 Penalty: 3838.506104
	Iteration 5Q: 3 clusters Score -147051.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -147122.234375 Penalty: 3838.506104
	Iteration 6Q: 3 clusters Score -147122.2 nChanged 61
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: -147190.546875 Penalty: 3838.506104
	Iteration 7Q: 3 clusters Score -147190.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -147237.281250 Penalty: 3838.506104
	Iteration 8Q: 3 clusters Score -147237.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -147266.500000 Penalty: 3838.506104
	Iteration 9Q: 3 clusters Score -147266.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -147299.000000 Penalty: 3838.506104
	Iteration 10Q: 3 clusters Score -147299 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -147322.343750 Penalty: 3838.506104
	Iteration 11Q: 3 clusters Score -147322.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -147344.343750 Penalty: 3838.506104
	Iteration 12Q: 3 clusters Score -147344.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -147367.187500 Penalty: 3838.506104
	Iteration 13Q: 3 clusters Score -147367.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -147391.250000 Penalty: 3838.506104
	Iteration 14Q: 3 clusters Score -147391.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -147404.656250 Penalty: 3838.506104
	Iteration 15Q: 3 clusters Score -147404.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -147418.359375 Penalty: 3838.506104
	Iteration 16Q: 3 clusters Score -147418.4 nChanged 16
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: -147432.921875 Penalty: 3838.506104
	Iteration 17Q: 3 clusters Score -147432.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -147456.953125 Penalty: 3838.506104
	Iteration 18Q: 3 clusters Score -147457 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -147487.843750 Penalty: 3838.506104
	Iteration 19Q: 3 clusters Score -147487.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -147518.609375 Penalty: 3838.506104
	Iteration 20F: 3 clusters Score -147518.6 nChanged 33
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: -147567.000000 Penalty: 3838.506104
	Iteration 21Q: 3 clusters Score -147567 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -147625.859375 Penalty: 3838.506104
	Iteration 22Q: 3 clusters Score -147625.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -147684.031250 Penalty: 3838.506104
	Iteration 23Q: 3 clusters Score -147684 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -147733.890625 Penalty: 3838.506104
	Iteration 24Q: 3 clusters Score -147733.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -147798.578125 Penalty: 3838.506104
	Iteration 25Q: 3 clusters Score -147798.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -147892.796875 Penalty: 3838.506104
	Iteration 26Q: 3 clusters Score -147892.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -147945.093750 Penalty: 3838.506104
	Iteration 27Q: 3 clusters Score -147945.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -147974.078125 Penalty: 3838.506104
	Iteration 28Q: 3 clusters Score -147974.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -147999.625000 Penalty: 3838.506104
	Iteration 29Q: 3 clusters Score -147999.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -148023.437500 Penalty: 3838.506104
	Iteration 30Q: 3 clusters Score -148023.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -148043.828125 Penalty: 3838.506104
	Iteration 31Q: 3 clusters Score -148043.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -148069.343750 Penalty: 3838.506104
	Iteration 32Q: 3 clusters Score -148069.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -148088.765625 Penalty: 3838.506104
	Iteration 33Q: 3 clusters Score -148088.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -148097.500000 Penalty: 3838.506104
	Iteration 34Q: 3 clusters Score -148097.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -148107.015625 Penalty: 3838.506104
	Iteration 35Q: 3 clusters Score -148107 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -148114.640625 Penalty: 3838.506104
	Iteration 36Q: 3 clusters Score -148114.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -148122.906250 Penalty: 3838.506104
	Iteration 37Q: 3 clusters Score -148122.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -148128.265625 Penalty: 3838.506104
	Iteration 38Q: 3 clusters Score -148128.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -148132.406250 Penalty: 3838.506104
	Iteration 39Q: 3 clusters Score -148132.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -148136.203125 Penalty: 3838.506104
	Iteration 40F: 3 clusters Score -148136.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -148142.093750 Penalty: 3838.506104
	Iteration 41Q: 3 clusters Score -148142.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -148148.171875 Penalty: 3838.506104
	Iteration 42Q: 3 clusters Score -148148.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -148149.859375 Penalty: 3838.506104
	Iteration 43Q: 3 clusters Score -148149.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -148151.718750 Penalty: 3838.506104
	Iteration 44Q: 3 clusters Score -148151.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -148155.937500 Penalty: 3838.506104
	Iteration 45Q: 3 clusters Score -148155.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -148165.359375 Penalty: 3838.506104
	Iteration 46Q: 3 clusters Score -148165.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -148171.218750 Penalty: 3838.506104
	Iteration 47Q: 3 clusters Score -148171.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -148181.562500 Penalty: 3838.506104
	Iteration 48Q: 3 clusters Score -148181.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -148186.171875 Penalty: 3838.506104
	Iteration 49Q: 3 clusters Score -148186.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -148192.671875 Penalty: 3838.506104
	Iteration 50Q: 3 clusters Score -148192.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -148197.078125 Penalty: 3838.506104
	Iteration 51Q: 3 clusters Score -148197.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -148200.468750 Penalty: 3838.506104
	Iteration 52Q: 3 clusters Score -148200.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -148204.828125 Penalty: 3838.506104
	Iteration 53Q: 3 clusters Score -148204.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -148213.234375 Penalty: 3838.506104
	Iteration 54Q: 3 clusters Score -148213.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -148220.125000 Penalty: 3838.506104
	Iteration 55Q: 3 clusters Score -148220.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -148226.812500 Penalty: 3838.506104
	Iteration 56Q: 3 clusters Score -148226.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -148229.687500 Penalty: 3838.506104
	Iteration 57Q: 3 clusters Score -148229.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -148230.734375 Penalty: 3838.506104
	Iteration 58Q: 3 clusters Score -148230.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -148231.765625 Penalty: 3838.506104
	Iteration 59Q: 3 clusters Score -148231.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -148231.890625 Penalty: 3838.506104
	Iteration 60F: 3 clusters Score -148231.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -148233.546875 Penalty: 3838.506104
	Iteration 61Q: 3 clusters Score -148233.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -148236.703125 Penalty: 3838.506104
	Iteration 62Q: 3 clusters Score -148236.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -148239.750000 Penalty: 3838.506104
	Iteration 63Q: 3 clusters Score -148239.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -148243.390625 Penalty: 3838.506104
	Iteration 64Q: 3 clusters Score -148243.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -148246.125000 Penalty: 3838.506104
	Iteration 65Q: 3 clusters Score -148246.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -148248.812500 Penalty: 3838.506104
	Iteration 66Q: 3 clusters Score -148248.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -148250.015625 Penalty: 3838.506104
	Iteration 67Q: 3 clusters Score -148250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -148250.015625 Penalty: 3838.506104
	Iteration 68F: 3 clusters Score -148250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (59388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59388 members 
Entering Unmasked Estep 
Score: -4654484.000000 Penalty: 2725.978027
	Iteration 0F: 2 clusters Score -4654484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29845 members 
Mstep: Class 2 contains 29543 members 
Entering Unmasked Estep 
Score: -4614717.000000 Penalty: 5451.956055
	Iteration 0F: 3 clusters Score -4614717 nChanged 27560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31363 members 
Mstep: Class 2 contains 28025 members 
Entering Unmasked Estep 
Score: -4630091.000000 Penalty: 5451.956055
	Iteration 1F: 3 clusters Score -4630091 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32419 members 
Mstep: Class 2 contains 26969 members 
Entering Unmasked Estep 
Score: -4630907.500000 Penalty: 5451.956055
	Iteration 2Q: 3 clusters Score -4630908 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34062 members 
Mstep: Class 2 contains 25326 members 
Entering Unmasked Estep 
Score: -4632045.500000 Penalty: 5451.956055
	Iteration 3Q: 3 clusters Score -4632046 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36218 members 
Mstep: Class 2 contains 23170 members 
Entering Unmasked Estep 
Score: -4633555.500000 Penalty: 5451.956055
	Iteration 4F: 3 clusters Score -4633556 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38987 members 
Mstep: Class 2 contains 20401 members 
Entering Unmasked Estep 
Score: -4635690.500000 Penalty: 5451.956055
	Iteration 5F: 3 clusters Score -4635690 nChanged 3976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42237 members 
Mstep: Class 2 contains 17151 members 
Entering Unmasked Estep 
Score: -4638390.000000 Penalty: 5451.956055
	Iteration 6F: 3 clusters Score -4638390 nChanged 3955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45528 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -4641390.500000 Penalty: 5451.956055
	Iteration 7F: 3 clusters Score -4641390 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48419 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -4644189.500000 Penalty: 5451.956055
	Iteration 8F: 3 clusters Score -4644190 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50520 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -4646632.500000 Penalty: 5451.956055
	Iteration 9Q: 3 clusters Score -4646632 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51762 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -4648471.000000 Penalty: 5451.956055
	Iteration 10Q: 3 clusters Score -4648471 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52491 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -4649842.500000 Penalty: 5451.956055
	Iteration 11Q: 3 clusters Score -4649842 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52924 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -4650538.500000 Penalty: 5451.956055
	Iteration 12Q: 3 clusters Score -4650538 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53285 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -4650889.500000 Penalty: 5451.956055
	Iteration 13Q: 3 clusters Score -4650890 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53612 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -4651131.000000 Penalty: 5451.956055
	Iteration 14Q: 3 clusters Score -4651131 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53906 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -4651295.500000 Penalty: 5451.956055
	Iteration 15Q: 3 clusters Score -4651296 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54148 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -4651384.000000 Penalty: 5451.956055
	Iteration 16Q: 3 clusters Score -4651384 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54342 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -4651476.500000 Penalty: 5451.956055
	Iteration 17Q: 3 clusters Score -4651476 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54504 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -4651550.000000 Penalty: 5451.956055
	Iteration 18Q: 3 clusters Score -4651550 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54653 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -4651576.000000 Penalty: 5451.956055
	Iteration 19Q: 3 clusters Score -4651576 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54777 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -4651610.000000 Penalty: 5451.956055
	Iteration 20F: 3 clusters Score -4651610 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54895 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -4651655.000000 Penalty: 5451.956055
	Iteration 21Q: 3 clusters Score -4651655 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55007 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -4651706.500000 Penalty: 5451.956055
	Iteration 22Q: 3 clusters Score -4651706 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55114 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -4651736.000000 Penalty: 5451.956055
	Iteration 23Q: 3 clusters Score -4651736 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55213 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -4651751.000000 Penalty: 5451.956055
	Iteration 24Q: 3 clusters Score -4651751 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55296 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -4651765.000000 Penalty: 5451.956055
	Iteration 25Q: 3 clusters Score -4651765 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55378 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -4651797.000000 Penalty: 5451.956055
	Iteration 26Q: 3 clusters Score -4651797 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55448 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -4651805.500000 Penalty: 5451.956055
	Iteration 27Q: 3 clusters Score -4651806 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55514 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -4651833.000000 Penalty: 5451.956055
	Iteration 28Q: 3 clusters Score -4651833 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55579 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -4651848.000000 Penalty: 5451.956055
	Iteration 29Q: 3 clusters Score -4651848 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55650 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -4651863.000000 Penalty: 5451.956055
	Iteration 30Q: 3 clusters Score -4651863 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55718 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -4651873.500000 Penalty: 5451.956055
	Iteration 31Q: 3 clusters Score -4651874 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55772 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -4651879.500000 Penalty: 5451.956055
	Iteration 32Q: 3 clusters Score -4651880 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55815 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -4651892.000000 Penalty: 5451.956055
	Iteration 33Q: 3 clusters Score -4651892 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55848 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -4651897.500000 Penalty: 5451.956055
	Iteration 34Q: 3 clusters Score -4651898 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55887 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -4651895.000000 Penalty: 5451.956055
	Iteration 35Q: 3 clusters Score -4651895 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55922 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -4651894.000000 Penalty: 5451.956055
	Iteration 36Q: 3 clusters Score -4651894 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55965 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -4651906.000000 Penalty: 5451.956055
	Iteration 37Q: 3 clusters Score -4651906 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56003 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -4651913.500000 Penalty: 5451.956055
	Iteration 38Q: 3 clusters Score -4651914 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56039 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -4651911.000000 Penalty: 5451.956055
	Iteration 39Q: 3 clusters Score -4651911 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56077 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -4651923.500000 Penalty: 5451.956055
	Iteration 40F: 3 clusters Score -4651924 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56107 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -4651921.000000 Penalty: 5451.956055
	Iteration 41Q: 3 clusters Score -4651921 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56136 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -4651936.000000 Penalty: 5451.956055
	Iteration 42Q: 3 clusters Score -4651936 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56170 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -4651948.500000 Penalty: 5451.956055
	Iteration 43Q: 3 clusters Score -4651948 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56196 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -4651951.500000 Penalty: 5451.956055
	Iteration 44Q: 3 clusters Score -4651952 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56219 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -4651960.000000 Penalty: 5451.956055
	Iteration 45Q: 3 clusters Score -4651960 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56247 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -4651958.000000 Penalty: 5451.956055
	Iteration 46Q: 3 clusters Score -4651958 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56272 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -4651956.500000 Penalty: 5451.956055
	Iteration 47Q: 3 clusters Score -4651956 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56302 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -4651961.000000 Penalty: 5451.956055
	Iteration 48Q: 3 clusters Score -4651961 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56333 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -4651967.500000 Penalty: 5451.956055
	Iteration 49Q: 3 clusters Score -4651968 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56361 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -4651986.000000 Penalty: 5451.956055
	Iteration 50Q: 3 clusters Score -4651986 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56378 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -4651981.500000 Penalty: 5451.956055
	Iteration 51Q: 3 clusters Score -4651982 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56400 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -4651998.000000 Penalty: 5451.956055
	Iteration 52Q: 3 clusters Score -4651998 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56431 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -4652000.500000 Penalty: 5451.956055
	Iteration 53Q: 3 clusters Score -4652000 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56463 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -4652016.500000 Penalty: 5451.956055
	Iteration 54Q: 3 clusters Score -4652016 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56493 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -4652012.500000 Penalty: 5451.956055
	Iteration 55Q: 3 clusters Score -4652012 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56515 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -4652016.500000 Penalty: 5451.956055
	Iteration 56Q: 3 clusters Score -4652016 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56536 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -4652010.000000 Penalty: 5451.956055
	Iteration 57Q: 3 clusters Score -4652010 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56557 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -4652014.000000 Penalty: 5451.956055
	Iteration 58Q: 3 clusters Score -4652014 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56576 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -4652015.000000 Penalty: 5451.956055
	Iteration 59Q: 3 clusters Score -4652015 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56594 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -4652025.500000 Penalty: 5451.956055
	Iteration 60F: 3 clusters Score -4652026 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56609 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -4652028.000000 Penalty: 5451.956055
	Iteration 61Q: 3 clusters Score -4652028 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56630 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -4652028.500000 Penalty: 5451.956055
	Iteration 62Q: 3 clusters Score -4652028 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56647 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -4652031.000000 Penalty: 5451.956055
	Iteration 63Q: 3 clusters Score -4652031 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56658 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -4652033.000000 Penalty: 5451.956055
	Iteration 64Q: 3 clusters Score -4652033 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56667 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -4652032.000000 Penalty: 5451.956055
	Iteration 65Q: 3 clusters Score -4652032 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56686 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -4652028.000000 Penalty: 5451.956055
	Iteration 66Q: 3 clusters Score -4652028 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56703 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -4652038.500000 Penalty: 5451.956055
	Iteration 67Q: 3 clusters Score -4652038 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56720 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -4652043.000000 Penalty: 5451.956055
	Iteration 68Q: 3 clusters Score -4652043 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56738 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -4652053.500000 Penalty: 5451.956055
	Iteration 69Q: 3 clusters Score -4652054 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56750 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -4652055.500000 Penalty: 5451.956055
	Iteration 70Q: 3 clusters Score -4652056 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56765 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -4652059.000000 Penalty: 5451.956055
	Iteration 71Q: 3 clusters Score -4652059 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56783 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -4652064.500000 Penalty: 5451.956055
	Iteration 72Q: 3 clusters Score -4652064 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56796 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -4652065.000000 Penalty: 5451.956055
	Iteration 73Q: 3 clusters Score -4652065 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56813 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -4652065.000000 Penalty: 5451.956055
	Iteration 74Q: 3 clusters Score -4652065 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56831 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -4652072.000000 Penalty: 5451.956055
	Iteration 75Q: 3 clusters Score -4652072 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56844 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -4652082.500000 Penalty: 5451.956055
	Iteration 76Q: 3 clusters Score -4652082 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56860 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -4652085.500000 Penalty: 5451.956055
	Iteration 77Q: 3 clusters Score -4652086 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56871 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -4652083.000000 Penalty: 5451.956055
	Iteration 78Q: 3 clusters Score -4652083 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56880 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -4652088.000000 Penalty: 5451.956055
	Iteration 79Q: 3 clusters Score -4652088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56886 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -4652094.000000 Penalty: 5451.956055
	Iteration 80F: 3 clusters Score -4652094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56889 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -4652091.500000 Penalty: 5451.956055
	Iteration 81Q: 3 clusters Score -4652092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56893 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -4652092.500000 Penalty: 5451.956055
	Iteration 82Q: 3 clusters Score -4652092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56894 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -4652096.000000 Penalty: 5451.956055
	Iteration 83Q: 3 clusters Score -4652096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56895 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -4652091.000000 Penalty: 5451.956055
	Iteration 84Q: 3 clusters Score -4652091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56897 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -4652092.500000 Penalty: 5451.956055
	Iteration 85Q: 3 clusters Score -4652092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56898 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -4652092.000000 Penalty: 5451.956055
	Iteration 86Q: 3 clusters Score -4652092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56901 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -4652091.000000 Penalty: 5451.956055
	Iteration 87Q: 3 clusters Score -4652091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56902 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -4652091.000000 Penalty: 5451.956055
	Iteration 88Q: 3 clusters Score -4652091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56903 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -4652090.000000 Penalty: 5451.956055
	Iteration 89Q: 3 clusters Score -4652090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56904 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -4652089.000000 Penalty: 5451.956055
	Iteration 90Q: 3 clusters Score -4652089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56905 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -4652086.500000 Penalty: 5451.956055
	Iteration 91Q: 3 clusters Score -4652086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56905 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -4652086.500000 Penalty: 5451.956055
	Iteration 92F: 3 clusters Score -4652086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (17006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17006 members 
Entering Unmasked Estep 
Score: -1347914.250000 Penalty: 2415.847656
	Iteration 0F: 2 clusters Score -1347914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1335852.250000 Penalty: 4831.695312
	Iteration 0F: 3 clusters Score -1335852 nChanged 7374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -1339957.625000 Penalty: 4831.695312
	Iteration 1F: 3 clusters Score -1339958 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -1340553.500000 Penalty: 4831.695312
	Iteration 2F: 3 clusters Score -1340554 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -1341216.000000 Penalty: 4831.695312
	Iteration 3F: 3 clusters Score -1341216 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -1341998.625000 Penalty: 4831.695312
	Iteration 4F: 3 clusters Score -1341999 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -1342914.250000 Penalty: 4831.695312
	Iteration 5F: 3 clusters Score -1342914 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -1343958.750000 Penalty: 4831.695312
	Iteration 6F: 3 clusters Score -1343959 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -1344915.875000 Penalty: 4831.695312
	Iteration 7F: 3 clusters Score -1344916 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -1345710.000000 Penalty: 4831.695312
	Iteration 8F: 3 clusters Score -1345710 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -1346315.000000 Penalty: 4831.695312
	Iteration 9Q: 3 clusters Score -1346315 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -1346740.125000 Penalty: 4831.695312
	Iteration 10Q: 3 clusters Score -1346740 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -1347002.500000 Penalty: 4831.695312
	Iteration 11Q: 3 clusters Score -1347002 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -1347176.125000 Penalty: 4831.695312
	Iteration 12Q: 3 clusters Score -1347176 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -1347289.875000 Penalty: 4831.695312
	Iteration 13Q: 3 clusters Score -1347290 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -1347374.500000 Penalty: 4831.695312
	Iteration 14Q: 3 clusters Score -1347374 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -1347425.875000 Penalty: 4831.695312
	Iteration 15Q: 3 clusters Score -1347426 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -1347463.125000 Penalty: 4831.695312
	Iteration 16Q: 3 clusters Score -1347463 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -1347488.000000 Penalty: 4831.695312
	Iteration 17Q: 3 clusters Score -1347488 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -1347504.875000 Penalty: 4831.695312
	Iteration 18Q: 3 clusters Score -1347505 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -1347528.500000 Penalty: 4831.695312
	Iteration 19Q: 3 clusters Score -1347528 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -1347540.000000 Penalty: 4831.695312
	Iteration 20F: 3 clusters Score -1347540 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -1347542.375000 Penalty: 4831.695312
	Iteration 21Q: 3 clusters Score -1347542 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -1347546.625000 Penalty: 4831.695312
	Iteration 22Q: 3 clusters Score -1347547 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -1347549.625000 Penalty: 4831.695312
	Iteration 23Q: 3 clusters Score -1347550 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -1347557.625000 Penalty: 4831.695312
	Iteration 24Q: 3 clusters Score -1347558 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -1347560.125000 Penalty: 4831.695312
	Iteration 25Q: 3 clusters Score -1347560 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -1347563.000000 Penalty: 4831.695312
	Iteration 26Q: 3 clusters Score -1347563 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -1347566.000000 Penalty: 4831.695312
	Iteration 27Q: 3 clusters Score -1347566 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -1347569.500000 Penalty: 4831.695312
	Iteration 28Q: 3 clusters Score -1347570 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -1347572.125000 Penalty: 4831.695312
	Iteration 29Q: 3 clusters Score -1347572 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -1347572.250000 Penalty: 4831.695312
	Iteration 30Q: 3 clusters Score -1347572 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -1347573.125000 Penalty: 4831.695312
	Iteration 31Q: 3 clusters Score -1347573 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -1347572.375000 Penalty: 4831.695312
	Iteration 32Q: 3 clusters Score -1347572 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -1347573.125000 Penalty: 4831.695312
	Iteration 33Q: 3 clusters Score -1347573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -1347573.000000 Penalty: 4831.695312
	Iteration 34Q: 3 clusters Score -1347573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -1347572.000000 Penalty: 4831.695312
	Iteration 35Q: 3 clusters Score -1347572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -1347573.250000 Penalty: 4831.695312
	Iteration 36Q: 3 clusters Score -1347573 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -1347573.500000 Penalty: 4831.695312
	Iteration 37Q: 3 clusters Score -1347574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -1347574.250000 Penalty: 4831.695312
	Iteration 38Q: 3 clusters Score -1347574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -1347574.500000 Penalty: 4831.695312
	Iteration 39Q: 3 clusters Score -1347574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -1347576.000000 Penalty: 4831.695312
	Iteration 40F: 3 clusters Score -1347576 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -1347574.375000 Penalty: 4831.695312
	Iteration 41Q: 3 clusters Score -1347574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -1347579.500000 Penalty: 4831.695312
	Iteration 42Q: 3 clusters Score -1347580 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -1347581.000000 Penalty: 4831.695312
	Iteration 43Q: 3 clusters Score -1347581 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -1347585.250000 Penalty: 4831.695312
	Iteration 44Q: 3 clusters Score -1347585 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -1347587.875000 Penalty: 4831.695312
	Iteration 45Q: 3 clusters Score -1347588 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -1347588.875000 Penalty: 4831.695312
	Iteration 46Q: 3 clusters Score -1347589 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -1347589.375000 Penalty: 4831.695312
	Iteration 47Q: 3 clusters Score -1347589 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -1347594.125000 Penalty: 4831.695312
	Iteration 48Q: 3 clusters Score -1347594 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -1347594.000000 Penalty: 4831.695312
	Iteration 49Q: 3 clusters Score -1347594 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -1347595.125000 Penalty: 4831.695312
	Iteration 50Q: 3 clusters Score -1347595 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -1347595.875000 Penalty: 4831.695312
	Iteration 51Q: 3 clusters Score -1347596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -1347599.125000 Penalty: 4831.695312
	Iteration 52Q: 3 clusters Score -1347599 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -1347595.125000 Penalty: 4831.695312
	Iteration 53Q: 3 clusters Score -1347595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -1347595.500000 Penalty: 4831.695312
	Iteration 54Q: 3 clusters Score -1347596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -1347595.500000 Penalty: 4831.695312
	Iteration 55F: 3 clusters Score -1347596 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (152242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152242 members 
Entering Unmasked Estep 
Score: -12206284.000000 Penalty: 2959.440186
	Iteration 0F: 2 clusters Score -1.220628e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76172 members 
Mstep: Class 2 contains 76070 members 
Entering Unmasked Estep 
Score: -12103980.000000 Penalty: 5918.880371
	Iteration 0F: 3 clusters Score -1.210398e+07 nChanged 72940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77574 members 
Mstep: Class 2 contains 74668 members 
Entering Unmasked Estep 
Score: -12146863.000000 Penalty: 5918.880371
	Iteration 1F: 3 clusters Score -1.214686e+07 nChanged 4724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78850 members 
Mstep: Class 2 contains 73392 members 
Entering Unmasked Estep 
Score: -12147900.000000 Penalty: 5918.880371
	Iteration 2Q: 3 clusters Score -1.21479e+07 nChanged 5305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81007 members 
Mstep: Class 2 contains 71235 members 
Entering Unmasked Estep 
Score: -12149586.000000 Penalty: 5918.880371
	Iteration 3Q: 3 clusters Score -1.214959e+07 nChanged 6503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84374 members 
Mstep: Class 2 contains 67868 members 
Entering Unmasked Estep 
Score: -12152181.000000 Penalty: 5918.880371
	Iteration 4Q: 3 clusters Score -1.215218e+07 nChanged 8102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89194 members 
Mstep: Class 2 contains 63048 members 
Entering Unmasked Estep 
Score: -12156308.000000 Penalty: 5918.880371
	Iteration 5F: 3 clusters Score -1.215631e+07 nChanged 9846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95598 members 
Mstep: Class 2 contains 56644 members 
Entering Unmasked Estep 
Score: -12161886.000000 Penalty: 5918.880371
	Iteration 6F: 3 clusters Score -1.216189e+07 nChanged 10938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103348 members 
Mstep: Class 2 contains 48894 members 
Entering Unmasked Estep 
Score: -12168665.000000 Penalty: 5918.880371
	Iteration 7F: 3 clusters Score -1.216866e+07 nChanged 10493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111439 members 
Mstep: Class 2 contains 40803 members 
Entering Unmasked Estep 
Score: -12175415.000000 Penalty: 5918.880371
	Iteration 8F: 3 clusters Score -1.217542e+07 nChanged 9173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119196 members 
Mstep: Class 2 contains 33046 members 
Entering Unmasked Estep 
Score: -12181200.000000 Penalty: 5918.880371
	Iteration 9F: 3 clusters Score -1.21812e+07 nChanged 7553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126163 members 
Mstep: Class 2 contains 26079 members 
Entering Unmasked Estep 
Score: -12185849.000000 Penalty: 5918.880371
	Iteration 10Q: 3 clusters Score -1.218585e+07 nChanged 6302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132361 members 
Mstep: Class 2 contains 19881 members 
Entering Unmasked Estep 
Score: -12189805.000000 Penalty: 5918.880371
	Iteration 11Q: 3 clusters Score -1.21898e+07 nChanged 5519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137858 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -12193565.000000 Penalty: 5918.880371
	Iteration 12Q: 3 clusters Score -1.219356e+07 nChanged 4708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142564 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -12197081.000000 Penalty: 5918.880371
	Iteration 13Q: 3 clusters Score -1.219708e+07 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146118 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -12199789.000000 Penalty: 5918.880371
	Iteration 14Q: 3 clusters Score -1.219979e+07 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148473 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -12201540.000000 Penalty: 5918.880371
	Iteration 15Q: 3 clusters Score -1.220154e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149858 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -12202593.000000 Penalty: 5918.880371
	Iteration 16Q: 3 clusters Score -1.220259e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150593 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -12203185.000000 Penalty: 5918.880371
	Iteration 17Q: 3 clusters Score -1.220318e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150954 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -12203511.000000 Penalty: 5918.880371
	Iteration 18Q: 3 clusters Score -1.220351e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151111 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -12203739.000000 Penalty: 5918.880371
	Iteration 19Q: 3 clusters Score -1.220374e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151184 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -12203924.000000 Penalty: 5918.880371
	Iteration 20F: 3 clusters Score -1.220392e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151216 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -12204070.000000 Penalty: 5918.880371
	Iteration 21Q: 3 clusters Score -1.220407e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151210 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -12204144.000000 Penalty: 5918.880371
	Iteration 22Q: 3 clusters Score -1.220414e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151206 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -12204216.000000 Penalty: 5918.880371
	Iteration 23Q: 3 clusters Score -1.220422e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151189 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -12204265.000000 Penalty: 5918.880371
	Iteration 24Q: 3 clusters Score -1.220426e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151168 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -12204284.000000 Penalty: 5918.880371
	Iteration 25Q: 3 clusters Score -1.220428e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151159 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -12204304.000000 Penalty: 5918.880371
	Iteration 26Q: 3 clusters Score -1.22043e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151148 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -12204315.000000 Penalty: 5918.880371
	Iteration 27Q: 3 clusters Score -1.220432e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151141 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -12204344.000000 Penalty: 5918.880371
	Iteration 28Q: 3 clusters Score -1.220434e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151151 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -12204364.000000 Penalty: 5918.880371
	Iteration 29Q: 3 clusters Score -1.220436e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151140 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -12204438.000000 Penalty: 5918.880371
	Iteration 30Q: 3 clusters Score -1.220444e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151126 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -12204458.000000 Penalty: 5918.880371
	Iteration 31Q: 3 clusters Score -1.220446e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151116 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -12204483.000000 Penalty: 5918.880371
	Iteration 32Q: 3 clusters Score -1.220448e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151109 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -12204530.000000 Penalty: 5918.880371
	Iteration 33Q: 3 clusters Score -1.220453e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151113 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -12204559.000000 Penalty: 5918.880371
	Iteration 34Q: 3 clusters Score -1.220456e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151104 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -12204567.000000 Penalty: 5918.880371
	Iteration 35Q: 3 clusters Score -1.220457e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151084 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -12204599.000000 Penalty: 5918.880371
	Iteration 36Q: 3 clusters Score -1.22046e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151064 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -12204595.000000 Penalty: 5918.880371
	Iteration 37Q: 3 clusters Score -1.22046e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151050 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -12204601.000000 Penalty: 5918.880371
	Iteration 38Q: 3 clusters Score -1.22046e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151038 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -12204614.000000 Penalty: 5918.880371
	Iteration 39Q: 3 clusters Score -1.220461e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151031 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -12204619.000000 Penalty: 5918.880371
	Iteration 40F: 3 clusters Score -1.220462e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151015 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -12204632.000000 Penalty: 5918.880371
	Iteration 41Q: 3 clusters Score -1.220463e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151005 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -12204644.000000 Penalty: 5918.880371
	Iteration 42Q: 3 clusters Score -1.220464e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151000 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -12204645.000000 Penalty: 5918.880371
	Iteration 43Q: 3 clusters Score -1.220464e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150996 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -12204657.000000 Penalty: 5918.880371
	Iteration 44Q: 3 clusters Score -1.220466e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150982 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -12204662.000000 Penalty: 5918.880371
	Iteration 45Q: 3 clusters Score -1.220466e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150978 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -12204677.000000 Penalty: 5918.880371
	Iteration 46Q: 3 clusters Score -1.220468e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150974 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -12204672.000000 Penalty: 5918.880371
	Iteration 47Q: 3 clusters Score -1.220467e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150963 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -12204677.000000 Penalty: 5918.880371
	Iteration 48Q: 3 clusters Score -1.220468e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150950 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -12204681.000000 Penalty: 5918.880371
	Iteration 49Q: 3 clusters Score -1.220468e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150941 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -12204681.000000 Penalty: 5918.880371
	Iteration 50Q: 3 clusters Score -1.220468e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150925 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -12204694.000000 Penalty: 5918.880371
	Iteration 51Q: 3 clusters Score -1.220469e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150916 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -12204682.000000 Penalty: 5918.880371
	Iteration 52Q: 3 clusters Score -1.220468e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150908 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -12204682.000000 Penalty: 5918.880371
	Iteration 53Q: 3 clusters Score -1.220468e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150902 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -12204687.000000 Penalty: 5918.880371
	Iteration 54Q: 3 clusters Score -1.220469e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150897 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -12204697.000000 Penalty: 5918.880371
	Iteration 55Q: 3 clusters Score -1.22047e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150894 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -12204698.000000 Penalty: 5918.880371
	Iteration 56Q: 3 clusters Score -1.22047e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150893 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -12204693.000000 Penalty: 5918.880371
	Iteration 57Q: 3 clusters Score -1.220469e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150891 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -12204698.000000 Penalty: 5918.880371
	Iteration 58Q: 3 clusters Score -1.22047e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150888 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -12204707.000000 Penalty: 5918.880371
	Iteration 59Q: 3 clusters Score -1.220471e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150884 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -12204692.000000 Penalty: 5918.880371
	Iteration 60F: 3 clusters Score -1.220469e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150884 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -12204695.000000 Penalty: 5918.880371
	Iteration 61Q: 3 clusters Score -1.22047e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150884 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -12204698.000000 Penalty: 5918.880371
	Iteration 62Q: 3 clusters Score -1.22047e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150882 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -12204697.000000 Penalty: 5918.880371
	Iteration 63Q: 3 clusters Score -1.22047e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150879 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -12204692.000000 Penalty: 5918.880371
	Iteration 64Q: 3 clusters Score -1.220469e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150877 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -12204693.000000 Penalty: 5918.880371
	Iteration 65Q: 3 clusters Score -1.220469e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150875 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -12204688.000000 Penalty: 5918.880371
	Iteration 66Q: 3 clusters Score -1.220469e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150871 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -12204696.000000 Penalty: 5918.880371
	Iteration 67Q: 3 clusters Score -1.22047e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150870 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -12204695.000000 Penalty: 5918.880371
	Iteration 68Q: 3 clusters Score -1.22047e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150870 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -12204695.000000 Penalty: 5918.880371
	Iteration 69F: 3 clusters Score -1.22047e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (27481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27481 members 
Entering Unmasked Estep 
Score: -2242741.500000 Penalty: 2534.870117
	Iteration 0F: 2 clusters Score -2242742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -2223654.500000 Penalty: 5069.740234
	Iteration 0F: 3 clusters Score -2223654 nChanged 12386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -2230525.500000 Penalty: 5069.740234
	Iteration 1F: 3 clusters Score -2230526 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -2231175.000000 Penalty: 5069.740234
	Iteration 2F: 3 clusters Score -2231175 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -2231933.250000 Penalty: 5069.740234
	Iteration 3F: 3 clusters Score -2231933 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -2232937.250000 Penalty: 5069.740234
	Iteration 4F: 3 clusters Score -2232937 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -2234210.000000 Penalty: 5069.740234
	Iteration 5F: 3 clusters Score -2234210 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18094 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -2235581.000000 Penalty: 5069.740234
	Iteration 6F: 3 clusters Score -2235581 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19206 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -2236784.000000 Penalty: 5069.740234
	Iteration 7F: 3 clusters Score -2236784 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20145 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -2237615.750000 Penalty: 5069.740234
	Iteration 8F: 3 clusters Score -2237616 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20954 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -2238190.500000 Penalty: 5069.740234
	Iteration 9Q: 3 clusters Score -2238190 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21625 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -2238623.500000 Penalty: 5069.740234
	Iteration 10Q: 3 clusters Score -2238624 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22254 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -2238989.750000 Penalty: 5069.740234
	Iteration 11Q: 3 clusters Score -2238990 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22778 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -2239280.000000 Penalty: 5069.740234
	Iteration 12Q: 3 clusters Score -2239280 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23277 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -2239566.750000 Penalty: 5069.740234
	Iteration 13Q: 3 clusters Score -2239567 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23694 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -2239824.500000 Penalty: 5069.740234
	Iteration 14Q: 3 clusters Score -2239824 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24033 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -2240055.250000 Penalty: 5069.740234
	Iteration 15Q: 3 clusters Score -2240055 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24308 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -2240222.500000 Penalty: 5069.740234
	Iteration 16Q: 3 clusters Score -2240222 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24524 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -2240342.750000 Penalty: 5069.740234
	Iteration 17Q: 3 clusters Score -2240343 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24703 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -2240456.250000 Penalty: 5069.740234
	Iteration 18Q: 3 clusters Score -2240456 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24865 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -2240551.000000 Penalty: 5069.740234
	Iteration 19Q: 3 clusters Score -2240551 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25012 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -2240634.750000 Penalty: 5069.740234
	Iteration 20F: 3 clusters Score -2240635 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25130 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -2240692.250000 Penalty: 5069.740234
	Iteration 21Q: 3 clusters Score -2240692 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25220 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -2240730.750000 Penalty: 5069.740234
	Iteration 22Q: 3 clusters Score -2240731 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25294 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -2240763.750000 Penalty: 5069.740234
	Iteration 23Q: 3 clusters Score -2240764 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25372 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -2240787.000000 Penalty: 5069.740234
	Iteration 24Q: 3 clusters Score -2240787 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25432 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -2240819.000000 Penalty: 5069.740234
	Iteration 25Q: 3 clusters Score -2240819 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25486 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -2240834.500000 Penalty: 5069.740234
	Iteration 26Q: 3 clusters Score -2240834 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25522 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -2240851.000000 Penalty: 5069.740234
	Iteration 27Q: 3 clusters Score -2240851 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25544 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -2240859.750000 Penalty: 5069.740234
	Iteration 28Q: 3 clusters Score -2240860 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25568 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -2240865.250000 Penalty: 5069.740234
	Iteration 29Q: 3 clusters Score -2240865 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25581 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -2240870.750000 Penalty: 5069.740234
	Iteration 30Q: 3 clusters Score -2240871 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25595 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -2240869.500000 Penalty: 5069.740234
	Iteration 31Q: 3 clusters Score -2240870 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25604 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -2240875.000000 Penalty: 5069.740234
	Iteration 32Q: 3 clusters Score -2240875 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25622 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -2240872.000000 Penalty: 5069.740234
	Iteration 33Q: 3 clusters Score -2240872 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25638 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -2240880.000000 Penalty: 5069.740234
	Iteration 34Q: 3 clusters Score -2240880 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25660 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -2240888.500000 Penalty: 5069.740234
	Iteration 35Q: 3 clusters Score -2240888 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25680 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -2240895.000000 Penalty: 5069.740234
	Iteration 36Q: 3 clusters Score -2240895 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25701 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -2240897.000000 Penalty: 5069.740234
	Iteration 37Q: 3 clusters Score -2240897 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25715 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -2240902.500000 Penalty: 5069.740234
	Iteration 38Q: 3 clusters Score -2240902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25725 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -2240907.750000 Penalty: 5069.740234
	Iteration 39Q: 3 clusters Score -2240908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25732 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -2240911.500000 Penalty: 5069.740234
	Iteration 40F: 3 clusters Score -2240912 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25741 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -2240911.250000 Penalty: 5069.740234
	Iteration 41Q: 3 clusters Score -2240911 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25754 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -2240918.250000 Penalty: 5069.740234
	Iteration 42Q: 3 clusters Score -2240918 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25766 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -2240921.500000 Penalty: 5069.740234
	Iteration 43Q: 3 clusters Score -2240922 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25780 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -2240928.000000 Penalty: 5069.740234
	Iteration 44Q: 3 clusters Score -2240928 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25796 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -2240935.000000 Penalty: 5069.740234
	Iteration 45Q: 3 clusters Score -2240935 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25808 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -2240937.250000 Penalty: 5069.740234
	Iteration 46Q: 3 clusters Score -2240937 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25817 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -2240936.500000 Penalty: 5069.740234
	Iteration 47Q: 3 clusters Score -2240936 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25825 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -2240940.250000 Penalty: 5069.740234
	Iteration 48Q: 3 clusters Score -2240940 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25836 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -2240939.250000 Penalty: 5069.740234
	Iteration 49Q: 3 clusters Score -2240939 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25844 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -2240942.750000 Penalty: 5069.740234
	Iteration 50Q: 3 clusters Score -2240943 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25848 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -2240943.750000 Penalty: 5069.740234
	Iteration 51Q: 3 clusters Score -2240944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25853 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -2240944.750000 Penalty: 5069.740234
	Iteration 52Q: 3 clusters Score -2240945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25854 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -2240944.500000 Penalty: 5069.740234
	Iteration 53Q: 3 clusters Score -2240944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25854 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -2240944.500000 Penalty: 5069.740234
	Iteration 54F: 3 clusters Score -2240944 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Entering Unmasked Estep 
Score: -467745.437500 Penalty: 2171.383789
	Iteration 0F: 2 clusters Score -467745.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -462394.562500 Penalty: 4342.767578
	Iteration 0F: 3 clusters Score -462394.6 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -463810.343750 Penalty: 4342.767578
	Iteration 1F: 3 clusters Score -463810.3 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -464190.250000 Penalty: 4342.767578
	Iteration 2F: 3 clusters Score -464190.2 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -464576.343750 Penalty: 4342.767578
	Iteration 3F: 3 clusters Score -464576.3 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -465020.656250 Penalty: 4342.767578
	Iteration 4F: 3 clusters Score -465020.7 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -465471.968750 Penalty: 4342.767578
	Iteration 5F: 3 clusters Score -465472 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -465955.812500 Penalty: 4342.767578
	Iteration 6F: 3 clusters Score -465955.8 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -466348.750000 Penalty: 4342.767578
	Iteration 7F: 3 clusters Score -466348.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -466621.968750 Penalty: 4342.767578
	Iteration 8Q: 3 clusters Score -466622 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -466787.531250 Penalty: 4342.767578
	Iteration 9Q: 3 clusters Score -466787.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -466907.718750 Penalty: 4342.767578
	Iteration 10Q: 3 clusters Score -466907.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -466981.718750 Penalty: 4342.767578
	Iteration 11Q: 3 clusters Score -466981.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -467028.281250 Penalty: 4342.767578
	Iteration 12Q: 3 clusters Score -467028.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -467060.593750 Penalty: 4342.767578
	Iteration 13Q: 3 clusters Score -467060.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -467076.937500 Penalty: 4342.767578
	Iteration 14Q: 3 clusters Score -467076.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -467090.593750 Penalty: 4342.767578
	Iteration 15Q: 3 clusters Score -467090.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -467100.593750 Penalty: 4342.767578
	Iteration 16Q: 3 clusters Score -467100.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -467108.218750 Penalty: 4342.767578
	Iteration 17Q: 3 clusters Score -467108.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -467114.593750 Penalty: 4342.767578
	Iteration 18Q: 3 clusters Score -467114.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -467121.937500 Penalty: 4342.767578
	Iteration 19Q: 3 clusters Score -467121.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -467128.656250 Penalty: 4342.767578
	Iteration 20F: 3 clusters Score -467128.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -467133.437500 Penalty: 4342.767578
	Iteration 21Q: 3 clusters Score -467133.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -467137.406250 Penalty: 4342.767578
	Iteration 22Q: 3 clusters Score -467137.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -467140.125000 Penalty: 4342.767578
	Iteration 23Q: 3 clusters Score -467140.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -467141.781250 Penalty: 4342.767578
	Iteration 24Q: 3 clusters Score -467141.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -467141.406250 Penalty: 4342.767578
	Iteration 25Q: 3 clusters Score -467141.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -467142.562500 Penalty: 4342.767578
	Iteration 26Q: 3 clusters Score -467142.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -467142.906250 Penalty: 4342.767578
	Iteration 27Q: 3 clusters Score -467142.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -467142.906250 Penalty: 4342.767578
	Iteration 28F: 3 clusters Score -467142.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Entering Unmasked Estep 
Score: -756043.437500 Penalty: 2285.697266
	Iteration 0F: 2 clusters Score -756043.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -748348.062500 Penalty: 4571.394531
	Iteration 0F: 3 clusters Score -748348.1 nChanged 4174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -750940.500000 Penalty: 4571.394531
	Iteration 1F: 3 clusters Score -750940.5 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -751788.375000 Penalty: 4571.394531
	Iteration 2F: 3 clusters Score -751788.4 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -752724.937500 Penalty: 4571.394531
	Iteration 3F: 3 clusters Score -752724.9 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -753723.937500 Penalty: 4571.394531
	Iteration 4F: 3 clusters Score -753723.9 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -754595.125000 Penalty: 4571.394531
	Iteration 5F: 3 clusters Score -754595.1 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -755148.562500 Penalty: 4571.394531
	Iteration 6F: 3 clusters Score -755148.6 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -755428.625000 Penalty: 4571.394531
	Iteration 7Q: 3 clusters Score -755428.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -755571.687500 Penalty: 4571.394531
	Iteration 8Q: 3 clusters Score -755571.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -755665.312500 Penalty: 4571.394531
	Iteration 9Q: 3 clusters Score -755665.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -755741.500000 Penalty: 4571.394531
	Iteration 10Q: 3 clusters Score -755741.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -755791.437500 Penalty: 4571.394531
	Iteration 11Q: 3 clusters Score -755791.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -755830.062500 Penalty: 4571.394531
	Iteration 12Q: 3 clusters Score -755830.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -755859.250000 Penalty: 4571.394531
	Iteration 13Q: 3 clusters Score -755859.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -755872.875000 Penalty: 4571.394531
	Iteration 14Q: 3 clusters Score -755872.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -755884.250000 Penalty: 4571.394531
	Iteration 15Q: 3 clusters Score -755884.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -755891.562500 Penalty: 4571.394531
	Iteration 16Q: 3 clusters Score -755891.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -755896.125000 Penalty: 4571.394531
	Iteration 17Q: 3 clusters Score -755896.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -755903.562500 Penalty: 4571.394531
	Iteration 18Q: 3 clusters Score -755903.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -755907.187500 Penalty: 4571.394531
	Iteration 19Q: 3 clusters Score -755907.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -755912.125000 Penalty: 4571.394531
	Iteration 20F: 3 clusters Score -755912.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -755916.625000 Penalty: 4571.394531
	Iteration 21Q: 3 clusters Score -755916.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -755919.312500 Penalty: 4571.394531
	Iteration 22Q: 3 clusters Score -755919.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -755921.937500 Penalty: 4571.394531
	Iteration 23Q: 3 clusters Score -755921.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -755922.187500 Penalty: 4571.394531
	Iteration 24Q: 3 clusters Score -755922.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -755924.125000 Penalty: 4571.394531
	Iteration 25Q: 3 clusters Score -755924.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -755926.937500 Penalty: 4571.394531
	Iteration 26Q: 3 clusters Score -755926.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -755926.625000 Penalty: 4571.394531
	Iteration 27Q: 3 clusters Score -755926.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -755928.875000 Penalty: 4571.394531
	Iteration 28Q: 3 clusters Score -755928.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -755928.562500 Penalty: 4571.394531
	Iteration 29Q: 3 clusters Score -755928.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -755928.562500 Penalty: 4571.394531
	Iteration 30F: 3 clusters Score -755928.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Entering Unmasked Estep 
Score: -206413.875000 Penalty: 1950.566650
	Iteration 0F: 2 clusters Score -206413.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -203368.515625 Penalty: 3901.133301
	Iteration 0F: 3 clusters Score -203368.5 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -203934.187500 Penalty: 3901.133301
	Iteration 1F: 3 clusters Score -203934.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -204058.859375 Penalty: 3901.133301
	Iteration 2F: 3 clusters Score -204058.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -204125.859375 Penalty: 3901.133301
	Iteration 3Q: 3 clusters Score -204125.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -204175.578125 Penalty: 3901.133301
	Iteration 4Q: 3 clusters Score -204175.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -204214.203125 Penalty: 3901.133301
	Iteration 5Q: 3 clusters Score -204214.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -204250.312500 Penalty: 3901.133301
	Iteration 6Q: 3 clusters Score -204250.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -204281.031250 Penalty: 3901.133301
	Iteration 7Q: 3 clusters Score -204281 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -204302.015625 Penalty: 3901.133301
	Iteration 8Q: 3 clusters Score -204302 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -204318.890625 Penalty: 3901.133301
	Iteration 9Q: 3 clusters Score -204318.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -204328.546875 Penalty: 3901.133301
	Iteration 10Q: 3 clusters Score -204328.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -204333.687500 Penalty: 3901.133301
	Iteration 11Q: 3 clusters Score -204333.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -204337.250000 Penalty: 3901.133301
	Iteration 12Q: 3 clusters Score -204337.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -204341.125000 Penalty: 3901.133301
	Iteration 13Q: 3 clusters Score -204341.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -204343.968750 Penalty: 3901.133301
	Iteration 14Q: 3 clusters Score -204344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -204349.109375 Penalty: 3901.133301
	Iteration 15Q: 3 clusters Score -204349.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -204352.640625 Penalty: 3901.133301
	Iteration 16Q: 3 clusters Score -204352.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -204356.437500 Penalty: 3901.133301
	Iteration 17Q: 3 clusters Score -204356.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -204358.062500 Penalty: 3901.133301
	Iteration 18Q: 3 clusters Score -204358.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -204359.703125 Penalty: 3901.133301
	Iteration 19Q: 3 clusters Score -204359.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -204359.703125 Penalty: 3901.133301
	Iteration 20F: 3 clusters Score -204359.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -204360.218750 Penalty: 3901.133301
	Iteration 21Q: 3 clusters Score -204360.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -204360.625000 Penalty: 3901.133301
	Iteration 22Q: 3 clusters Score -204360.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -204361.109375 Penalty: 3901.133301
	Iteration 23Q: 3 clusters Score -204361.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -204361.109375 Penalty: 3901.133301
	Iteration 24F: 3 clusters Score -204361.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (45338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45338 members 
Entering Unmasked Estep 
Score: -3684459.750000 Penalty: 2659.031494
	Iteration 0F: 2 clusters Score -3684460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22714 members 
Mstep: Class 2 contains 22624 members 
Entering Unmasked Estep 
Score: -3653801.250000 Penalty: 5318.062988
	Iteration 0F: 3 clusters Score -3653801 nChanged 20903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23203 members 
Mstep: Class 2 contains 22135 members 
Entering Unmasked Estep 
Score: -3665347.250000 Penalty: 5318.062988
	Iteration 1F: 3 clusters Score -3665347 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23486 members 
Mstep: Class 2 contains 21852 members 
Entering Unmasked Estep 
Score: -3665838.500000 Penalty: 5318.062988
	Iteration 2Q: 3 clusters Score -3665838 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23865 members 
Mstep: Class 2 contains 21473 members 
Entering Unmasked Estep 
Score: -3666330.000000 Penalty: 5318.062988
	Iteration 3Q: 3 clusters Score -3666330 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24405 members 
Mstep: Class 2 contains 20933 members 
Entering Unmasked Estep 
Score: -3666833.000000 Penalty: 5318.062988
	Iteration 4Q: 3 clusters Score -3666833 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25192 members 
Mstep: Class 2 contains 20146 members 
Entering Unmasked Estep 
Score: -3667492.000000 Penalty: 5318.062988
	Iteration 5Q: 3 clusters Score -3667492 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26273 members 
Mstep: Class 2 contains 19065 members 
Entering Unmasked Estep 
Score: -3668515.000000 Penalty: 5318.062988
	Iteration 6Q: 3 clusters Score -3668515 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27813 members 
Mstep: Class 2 contains 17525 members 
Entering Unmasked Estep 
Score: -3670065.250000 Penalty: 5318.062988
	Iteration 7F: 3 clusters Score -3670065 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29805 members 
Mstep: Class 2 contains 15533 members 
Entering Unmasked Estep 
Score: -3672159.250000 Penalty: 5318.062988
	Iteration 8F: 3 clusters Score -3672159 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31997 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -3674490.250000 Penalty: 5318.062988
	Iteration 9F: 3 clusters Score -3674490 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34046 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -3676648.250000 Penalty: 5318.062988
	Iteration 10F: 3 clusters Score -3676648 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35638 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -3678306.250000 Penalty: 5318.062988
	Iteration 11Q: 3 clusters Score -3678306 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36683 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -3679273.000000 Penalty: 5318.062988
	Iteration 12Q: 3 clusters Score -3679273 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37421 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -3679935.500000 Penalty: 5318.062988
	Iteration 13Q: 3 clusters Score -3679936 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37949 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -3680389.250000 Penalty: 5318.062988
	Iteration 14Q: 3 clusters Score -3680389 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38387 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -3680658.250000 Penalty: 5318.062988
	Iteration 15Q: 3 clusters Score -3680658 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38764 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -3680825.250000 Penalty: 5318.062988
	Iteration 16Q: 3 clusters Score -3680825 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39123 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -3680961.250000 Penalty: 5318.062988
	Iteration 17Q: 3 clusters Score -3680961 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39458 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -3681070.250000 Penalty: 5318.062988
	Iteration 18Q: 3 clusters Score -3681070 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39779 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -3681192.000000 Penalty: 5318.062988
	Iteration 19Q: 3 clusters Score -3681192 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40072 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -3681252.750000 Penalty: 5318.062988
	Iteration 20F: 3 clusters Score -3681253 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40333 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -3681341.250000 Penalty: 5318.062988
	Iteration 21Q: 3 clusters Score -3681341 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40569 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -3681410.250000 Penalty: 5318.062988
	Iteration 22Q: 3 clusters Score -3681410 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40773 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -3681473.750000 Penalty: 5318.062988
	Iteration 23Q: 3 clusters Score -3681474 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40975 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -3681515.250000 Penalty: 5318.062988
	Iteration 24Q: 3 clusters Score -3681515 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41162 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -3681566.750000 Penalty: 5318.062988
	Iteration 25Q: 3 clusters Score -3681567 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41334 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -3681623.500000 Penalty: 5318.062988
	Iteration 26Q: 3 clusters Score -3681624 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41484 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -3681655.500000 Penalty: 5318.062988
	Iteration 27Q: 3 clusters Score -3681656 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41626 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -3681698.000000 Penalty: 5318.062988
	Iteration 28Q: 3 clusters Score -3681698 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41754 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -3681723.000000 Penalty: 5318.062988
	Iteration 29Q: 3 clusters Score -3681723 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41862 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -3681753.000000 Penalty: 5318.062988
	Iteration 30Q: 3 clusters Score -3681753 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41972 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -3681768.750000 Penalty: 5318.062988
	Iteration 31Q: 3 clusters Score -3681769 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42088 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -3681807.000000 Penalty: 5318.062988
	Iteration 32Q: 3 clusters Score -3681807 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42185 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -3681826.000000 Penalty: 5318.062988
	Iteration 33Q: 3 clusters Score -3681826 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42280 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -3681849.750000 Penalty: 5318.062988
	Iteration 34Q: 3 clusters Score -3681850 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42348 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -3681866.000000 Penalty: 5318.062988
	Iteration 35Q: 3 clusters Score -3681866 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42425 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -3681876.500000 Penalty: 5318.062988
	Iteration 36Q: 3 clusters Score -3681876 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42496 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -3681910.000000 Penalty: 5318.062988
	Iteration 37Q: 3 clusters Score -3681910 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42567 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -3681928.500000 Penalty: 5318.062988
	Iteration 38Q: 3 clusters Score -3681928 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42633 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -3681958.750000 Penalty: 5318.062988
	Iteration 39Q: 3 clusters Score -3681959 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42693 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -3681990.000000 Penalty: 5318.062988
	Iteration 40F: 3 clusters Score -3681990 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42766 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -3682025.000000 Penalty: 5318.062988
	Iteration 41Q: 3 clusters Score -3682025 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42827 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -3682043.500000 Penalty: 5318.062988
	Iteration 42Q: 3 clusters Score -3682044 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42890 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -3682072.750000 Penalty: 5318.062988
	Iteration 43Q: 3 clusters Score -3682073 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42941 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -3682078.750000 Penalty: 5318.062988
	Iteration 44Q: 3 clusters Score -3682079 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42993 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -3682100.500000 Penalty: 5318.062988
	Iteration 45Q: 3 clusters Score -3682100 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43045 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -3682116.750000 Penalty: 5318.062988
	Iteration 46Q: 3 clusters Score -3682117 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43097 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -3682126.750000 Penalty: 5318.062988
	Iteration 47Q: 3 clusters Score -3682127 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43152 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -3682140.500000 Penalty: 5318.062988
	Iteration 48Q: 3 clusters Score -3682140 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43193 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -3682160.000000 Penalty: 5318.062988
	Iteration 49Q: 3 clusters Score -3682160 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43234 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -3682177.000000 Penalty: 5318.062988
	Iteration 50Q: 3 clusters Score -3682177 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43267 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -3682189.000000 Penalty: 5318.062988
	Iteration 51Q: 3 clusters Score -3682189 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43292 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -3682196.250000 Penalty: 5318.062988
	Iteration 52Q: 3 clusters Score -3682196 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43316 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -3682200.750000 Penalty: 5318.062988
	Iteration 53Q: 3 clusters Score -3682201 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43335 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -3682203.000000 Penalty: 5318.062988
	Iteration 54Q: 3 clusters Score -3682203 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43351 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -3682208.750000 Penalty: 5318.062988
	Iteration 55Q: 3 clusters Score -3682209 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43369 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -3682215.250000 Penalty: 5318.062988
	Iteration 56Q: 3 clusters Score -3682215 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43383 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -3682212.250000 Penalty: 5318.062988
	Iteration 57Q: 3 clusters Score -3682212 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43394 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -3682222.750000 Penalty: 5318.062988
	Iteration 58Q: 3 clusters Score -3682223 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43401 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -3682225.750000 Penalty: 5318.062988
	Iteration 59Q: 3 clusters Score -3682226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43408 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -3682224.750000 Penalty: 5318.062988
	Iteration 60F: 3 clusters Score -3682225 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43416 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -3682227.250000 Penalty: 5318.062988
	Iteration 61Q: 3 clusters Score -3682227 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43424 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -3682228.000000 Penalty: 5318.062988
	Iteration 62Q: 3 clusters Score -3682228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43427 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -3682227.250000 Penalty: 5318.062988
	Iteration 63Q: 3 clusters Score -3682227 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43433 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -3682228.500000 Penalty: 5318.062988
	Iteration 64Q: 3 clusters Score -3682228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43435 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -3682235.000000 Penalty: 5318.062988
	Iteration 65Q: 3 clusters Score -3682235 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43441 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -3682239.000000 Penalty: 5318.062988
	Iteration 66Q: 3 clusters Score -3682239 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43448 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -3682233.750000 Penalty: 5318.062988
	Iteration 67Q: 3 clusters Score -3682234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43452 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -3682236.750000 Penalty: 5318.062988
	Iteration 68Q: 3 clusters Score -3682237 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43459 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -3682236.000000 Penalty: 5318.062988
	Iteration 69Q: 3 clusters Score -3682236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43462 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -3682233.750000 Penalty: 5318.062988
	Iteration 70Q: 3 clusters Score -3682234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43466 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -3682231.250000 Penalty: 5318.062988
	Iteration 71Q: 3 clusters Score -3682231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43468 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -3682234.000000 Penalty: 5318.062988
	Iteration 72Q: 3 clusters Score -3682234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43469 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -3682231.250000 Penalty: 5318.062988
	Iteration 73Q: 3 clusters Score -3682231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43470 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -3682234.500000 Penalty: 5318.062988
	Iteration 74Q: 3 clusters Score -3682234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43472 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -3682236.000000 Penalty: 5318.062988
	Iteration 75Q: 3 clusters Score -3682236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43475 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -3682239.750000 Penalty: 5318.062988
	Iteration 76Q: 3 clusters Score -3682240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43475 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -3682239.750000 Penalty: 5318.062988
	Iteration 77F: 3 clusters Score -3682240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Entering Unmasked Estep 
Score: -482280.531250 Penalty: 2162.106934
	Iteration 0F: 2 clusters Score -482280.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -477024.500000 Penalty: 4324.213867
	Iteration 0F: 3 clusters Score -477024.5 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -478366.437500 Penalty: 4324.213867
	Iteration 1F: 3 clusters Score -478366.4 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -478582.468750 Penalty: 4324.213867
	Iteration 2F: 3 clusters Score -478582.5 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -478730.062500 Penalty: 4324.213867
	Iteration 3Q: 3 clusters Score -478730.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -478862.468750 Penalty: 4324.213867
	Iteration 4Q: 3 clusters Score -478862.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -478951.593750 Penalty: 4324.213867
	Iteration 5Q: 3 clusters Score -478951.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -479024.250000 Penalty: 4324.213867
	Iteration 6Q: 3 clusters Score -479024.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -479078.437500 Penalty: 4324.213867
	Iteration 7Q: 3 clusters Score -479078.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -479116.375000 Penalty: 4324.213867
	Iteration 8Q: 3 clusters Score -479116.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -479146.250000 Penalty: 4324.213867
	Iteration 9Q: 3 clusters Score -479146.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -479174.312500 Penalty: 4324.213867
	Iteration 10Q: 3 clusters Score -479174.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -479200.000000 Penalty: 4324.213867
	Iteration 11Q: 3 clusters Score -479200 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -479220.906250 Penalty: 4324.213867
	Iteration 12Q: 3 clusters Score -479220.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -479240.625000 Penalty: 4324.213867
	Iteration 13Q: 3 clusters Score -479240.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -479255.718750 Penalty: 4324.213867
	Iteration 14Q: 3 clusters Score -479255.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -479272.531250 Penalty: 4324.213867
	Iteration 15Q: 3 clusters Score -479272.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -479292.500000 Penalty: 4324.213867
	Iteration 16Q: 3 clusters Score -479292.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -479308.875000 Penalty: 4324.213867
	Iteration 17Q: 3 clusters Score -479308.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -479323.500000 Penalty: 4324.213867
	Iteration 18Q: 3 clusters Score -479323.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -479334.312500 Penalty: 4324.213867
	Iteration 19Q: 3 clusters Score -479334.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -479346.593750 Penalty: 4324.213867
	Iteration 20F: 3 clusters Score -479346.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -479361.812500 Penalty: 4324.213867
	Iteration 21Q: 3 clusters Score -479361.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -479377.375000 Penalty: 4324.213867
	Iteration 22Q: 3 clusters Score -479377.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -479398.343750 Penalty: 4324.213867
	Iteration 23Q: 3 clusters Score -479398.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -479423.687500 Penalty: 4324.213867
	Iteration 24Q: 3 clusters Score -479423.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -479449.062500 Penalty: 4324.213867
	Iteration 25Q: 3 clusters Score -479449.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -479476.593750 Penalty: 4324.213867
	Iteration 26Q: 3 clusters Score -479476.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -479500.031250 Penalty: 4324.213867
	Iteration 27Q: 3 clusters Score -479500 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -479523.687500 Penalty: 4324.213867
	Iteration 28Q: 3 clusters Score -479523.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -479549.343750 Penalty: 4324.213867
	Iteration 29Q: 3 clusters Score -479549.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -479581.343750 Penalty: 4324.213867
	Iteration 30Q: 3 clusters Score -479581.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -479614.781250 Penalty: 4324.213867
	Iteration 31Q: 3 clusters Score -479614.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -479650.187500 Penalty: 4324.213867
	Iteration 32Q: 3 clusters Score -479650.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -479692.156250 Penalty: 4324.213867
	Iteration 33Q: 3 clusters Score -479692.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -479731.312500 Penalty: 4324.213867
	Iteration 34Q: 3 clusters Score -479731.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -479767.468750 Penalty: 4324.213867
	Iteration 35Q: 3 clusters Score -479767.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -479800.937500 Penalty: 4324.213867
	Iteration 36Q: 3 clusters Score -479800.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -479836.843750 Penalty: 4324.213867
	Iteration 37Q: 3 clusters Score -479836.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -479866.562500 Penalty: 4324.213867
	Iteration 38Q: 3 clusters Score -479866.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -479892.812500 Penalty: 4324.213867
	Iteration 39Q: 3 clusters Score -479892.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -479920.625000 Penalty: 4324.213867
	Iteration 40F: 3 clusters Score -479920.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -479947.718750 Penalty: 4324.213867
	Iteration 41Q: 3 clusters Score -479947.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -479978.562500 Penalty: 4324.213867
	Iteration 42Q: 3 clusters Score -479978.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -480007.000000 Penalty: 4324.213867
	Iteration 43Q: 3 clusters Score -480007 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -480035.312500 Penalty: 4324.213867
	Iteration 44Q: 3 clusters Score -480035.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -480063.156250 Penalty: 4324.213867
	Iteration 45Q: 3 clusters Score -480063.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -480093.593750 Penalty: 4324.213867
	Iteration 46Q: 3 clusters Score -480093.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -480126.812500 Penalty: 4324.213867
	Iteration 47Q: 3 clusters Score -480126.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -480155.718750 Penalty: 4324.213867
	Iteration 48Q: 3 clusters Score -480155.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -480177.750000 Penalty: 4324.213867
	Iteration 49Q: 3 clusters Score -480177.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -480202.312500 Penalty: 4324.213867
	Iteration 50Q: 3 clusters Score -480202.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -480230.843750 Penalty: 4324.213867
	Iteration 51Q: 3 clusters Score -480230.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -480248.812500 Penalty: 4324.213867
	Iteration 52Q: 3 clusters Score -480248.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -480262.125000 Penalty: 4324.213867
	Iteration 53Q: 3 clusters Score -480262.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -480274.906250 Penalty: 4324.213867
	Iteration 54Q: 3 clusters Score -480274.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -480284.562500 Penalty: 4324.213867
	Iteration 55Q: 3 clusters Score -480284.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -480294.125000 Penalty: 4324.213867
	Iteration 56Q: 3 clusters Score -480294.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -480299.593750 Penalty: 4324.213867
	Iteration 57Q: 3 clusters Score -480299.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -480302.781250 Penalty: 4324.213867
	Iteration 58Q: 3 clusters Score -480302.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -480306.968750 Penalty: 4324.213867
	Iteration 59Q: 3 clusters Score -480307 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -480314.687500 Penalty: 4324.213867
	Iteration 60F: 3 clusters Score -480314.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -480322.500000 Penalty: 4324.213867
	Iteration 61Q: 3 clusters Score -480322.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -480326.500000 Penalty: 4324.213867
	Iteration 62Q: 3 clusters Score -480326.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -480331.656250 Penalty: 4324.213867
	Iteration 63Q: 3 clusters Score -480331.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -480334.375000 Penalty: 4324.213867
	Iteration 64Q: 3 clusters Score -480334.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -480336.968750 Penalty: 4324.213867
	Iteration 65Q: 3 clusters Score -480337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -480342.718750 Penalty: 4324.213867
	Iteration 66Q: 3 clusters Score -480342.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -480351.343750 Penalty: 4324.213867
	Iteration 67Q: 3 clusters Score -480351.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -480356.500000 Penalty: 4324.213867
	Iteration 68Q: 3 clusters Score -480356.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -480362.156250 Penalty: 4324.213867
	Iteration 69Q: 3 clusters Score -480362.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -480366.968750 Penalty: 4324.213867
	Iteration 70Q: 3 clusters Score -480367 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -480374.062500 Penalty: 4324.213867
	Iteration 71Q: 3 clusters Score -480374.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -480378.312500 Penalty: 4324.213867
	Iteration 72Q: 3 clusters Score -480378.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -480380.937500 Penalty: 4324.213867
	Iteration 73Q: 3 clusters Score -480380.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -480380.500000 Penalty: 4324.213867
	Iteration 74Q: 3 clusters Score -480380.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -480380.500000 Penalty: 4324.213867
	Iteration 75F: 3 clusters Score -480380.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Entering Unmasked Estep 
Score: -786221.125000 Penalty: 2301.268066
	Iteration 0F: 2 clusters Score -786221.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -778103.500000 Penalty: 4602.536133
	Iteration 0F: 3 clusters Score -778103.5 nChanged 4480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -781018.437500 Penalty: 4602.536133
	Iteration 1F: 3 clusters Score -781018.4 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -782105.000000 Penalty: 4602.536133
	Iteration 2F: 3 clusters Score -782105 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -783176.312500 Penalty: 4602.536133
	Iteration 3F: 3 clusters Score -783176.3 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -783983.687500 Penalty: 4602.536133
	Iteration 4F: 3 clusters Score -783983.7 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -784553.937500 Penalty: 4602.536133
	Iteration 5F: 3 clusters Score -784553.9 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -784946.187500 Penalty: 4602.536133
	Iteration 6Q: 3 clusters Score -784946.2 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -785219.562500 Penalty: 4602.536133
	Iteration 7Q: 3 clusters Score -785219.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -785391.562500 Penalty: 4602.536133
	Iteration 8Q: 3 clusters Score -785391.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -785488.812500 Penalty: 4602.536133
	Iteration 9Q: 3 clusters Score -785488.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -785531.500000 Penalty: 4602.536133
	Iteration 10Q: 3 clusters Score -785531.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -785552.125000 Penalty: 4602.536133
	Iteration 11Q: 3 clusters Score -785552.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -785564.562500 Penalty: 4602.536133
	Iteration 12Q: 3 clusters Score -785564.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -785571.500000 Penalty: 4602.536133
	Iteration 13Q: 3 clusters Score -785571.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -785574.625000 Penalty: 4602.536133
	Iteration 14Q: 3 clusters Score -785574.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -785578.125000 Penalty: 4602.536133
	Iteration 15Q: 3 clusters Score -785578.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -785577.375000 Penalty: 4602.536133
	Iteration 16Q: 3 clusters Score -785577.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -785578.937500 Penalty: 4602.536133
	Iteration 17Q: 3 clusters Score -785578.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -785579.062500 Penalty: 4602.536133
	Iteration 18Q: 3 clusters Score -785579.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -785577.750000 Penalty: 4602.536133
	Iteration 19Q: 3 clusters Score -785577.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -785577.750000 Penalty: 4602.536133
	Iteration 20F: 3 clusters Score -785577.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (38323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38323 members 
Entering Unmasked Estep 
Score: -2986522.250000 Penalty: 2617.343750
	Iteration 0F: 2 clusters Score -2986522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19097 members 
Mstep: Class 2 contains 19226 members 
Entering Unmasked Estep 
Score: -2960514.000000 Penalty: 5234.687500
	Iteration 0F: 3 clusters Score -2960514 nChanged 17500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19109 members 
Mstep: Class 2 contains 19214 members 
Entering Unmasked Estep 
Score: -2970149.000000 Penalty: 5234.687500
	Iteration 1F: 3 clusters Score -2970149 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19073 members 
Mstep: Class 2 contains 19250 members 
Entering Unmasked Estep 
Score: -2970970.500000 Penalty: 5234.687500
	Iteration 2Q: 3 clusters Score -2970970 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19129 members 
Mstep: Class 2 contains 19194 members 
Entering Unmasked Estep 
Score: -2972055.500000 Penalty: 5234.687500
	Iteration 3F: 3 clusters Score -2972056 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19272 members 
Mstep: Class 2 contains 19051 members 
Entering Unmasked Estep 
Score: -2973285.500000 Penalty: 5234.687500
	Iteration 4F: 3 clusters Score -2973286 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19515 members 
Mstep: Class 2 contains 18808 members 
Entering Unmasked Estep 
Score: -2974508.250000 Penalty: 5234.687500
	Iteration 5F: 3 clusters Score -2974508 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19791 members 
Mstep: Class 2 contains 18532 members 
Entering Unmasked Estep 
Score: -2975611.250000 Penalty: 5234.687500
	Iteration 6F: 3 clusters Score -2975611 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20046 members 
Mstep: Class 2 contains 18277 members 
Entering Unmasked Estep 
Score: -2976572.750000 Penalty: 5234.687500
	Iteration 7F: 3 clusters Score -2976573 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20256 members 
Mstep: Class 2 contains 18067 members 
Entering Unmasked Estep 
Score: -2977416.250000 Penalty: 5234.687500
	Iteration 8Q: 3 clusters Score -2977416 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20496 members 
Mstep: Class 2 contains 17827 members 
Entering Unmasked Estep 
Score: -2978113.750000 Penalty: 5234.687500
	Iteration 9Q: 3 clusters Score -2978114 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20762 members 
Mstep: Class 2 contains 17561 members 
Entering Unmasked Estep 
Score: -2978747.250000 Penalty: 5234.687500
	Iteration 10Q: 3 clusters Score -2978747 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21065 members 
Mstep: Class 2 contains 17258 members 
Entering Unmasked Estep 
Score: -2979338.000000 Penalty: 5234.687500
	Iteration 11Q: 3 clusters Score -2979338 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21412 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
Score: -2980001.000000 Penalty: 5234.687500
	Iteration 12Q: 3 clusters Score -2980001 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21767 members 
Mstep: Class 2 contains 16556 members 
Entering Unmasked Estep 
Score: -2980698.500000 Penalty: 5234.687500
	Iteration 13Q: 3 clusters Score -2980698 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22142 members 
Mstep: Class 2 contains 16181 members 
Entering Unmasked Estep 
Score: -2981211.000000 Penalty: 5234.687500
	Iteration 14Q: 3 clusters Score -2981211 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22499 members 
Mstep: Class 2 contains 15824 members 
Entering Unmasked Estep 
Score: -2981587.250000 Penalty: 5234.687500
	Iteration 15Q: 3 clusters Score -2981587 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22909 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -2981830.000000 Penalty: 5234.687500
	Iteration 16Q: 3 clusters Score -2981830 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23335 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -2981998.250000 Penalty: 5234.687500
	Iteration 17Q: 3 clusters Score -2981998 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23735 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -2982146.500000 Penalty: 5234.687500
	Iteration 18Q: 3 clusters Score -2982146 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24141 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -2982283.250000 Penalty: 5234.687500
	Iteration 19Q: 3 clusters Score -2982283 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24574 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -2982445.250000 Penalty: 5234.687500
	Iteration 20F: 3 clusters Score -2982445 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25017 members 
Mstep: Class 2 contains 13306 members 
Entering Unmasked Estep 
Score: -2982589.750000 Penalty: 5234.687500
	Iteration 21Q: 3 clusters Score -2982590 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25425 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -2982705.750000 Penalty: 5234.687500
	Iteration 22Q: 3 clusters Score -2982706 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25786 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -2982811.000000 Penalty: 5234.687500
	Iteration 23Q: 3 clusters Score -2982811 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26133 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -2982907.500000 Penalty: 5234.687500
	Iteration 24Q: 3 clusters Score -2982908 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26438 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -2982979.750000 Penalty: 5234.687500
	Iteration 25Q: 3 clusters Score -2982980 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26716 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -2983047.750000 Penalty: 5234.687500
	Iteration 26Q: 3 clusters Score -2983048 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26978 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -2983097.250000 Penalty: 5234.687500
	Iteration 27Q: 3 clusters Score -2983097 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27233 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -2983164.250000 Penalty: 5234.687500
	Iteration 28Q: 3 clusters Score -2983164 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27492 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -2983210.500000 Penalty: 5234.687500
	Iteration 29Q: 3 clusters Score -2983210 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27742 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -2983281.000000 Penalty: 5234.687500
	Iteration 30Q: 3 clusters Score -2983281 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27952 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -2983332.000000 Penalty: 5234.687500
	Iteration 31Q: 3 clusters Score -2983332 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28163 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -2983365.750000 Penalty: 5234.687500
	Iteration 32Q: 3 clusters Score -2983366 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28353 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -2983394.000000 Penalty: 5234.687500
	Iteration 33Q: 3 clusters Score -2983394 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28526 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -2983421.500000 Penalty: 5234.687500
	Iteration 34Q: 3 clusters Score -2983422 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28686 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -2983439.500000 Penalty: 5234.687500
	Iteration 35Q: 3 clusters Score -2983440 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28831 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -2983460.000000 Penalty: 5234.687500
	Iteration 36Q: 3 clusters Score -2983460 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28958 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -2983476.250000 Penalty: 5234.687500
	Iteration 37Q: 3 clusters Score -2983476 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29080 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -2983495.750000 Penalty: 5234.687500
	Iteration 38Q: 3 clusters Score -2983496 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29199 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -2983516.500000 Penalty: 5234.687500
	Iteration 39Q: 3 clusters Score -2983516 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29330 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -2983541.000000 Penalty: 5234.687500
	Iteration 40F: 3 clusters Score -2983541 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29461 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -2983554.500000 Penalty: 5234.687500
	Iteration 41Q: 3 clusters Score -2983554 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29591 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -2983556.750000 Penalty: 5234.687500
	Iteration 42Q: 3 clusters Score -2983557 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29706 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -2983576.000000 Penalty: 5234.687500
	Iteration 43Q: 3 clusters Score -2983576 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29801 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -2983600.000000 Penalty: 5234.687500
	Iteration 44Q: 3 clusters Score -2983600 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29874 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -2983602.000000 Penalty: 5234.687500
	Iteration 45Q: 3 clusters Score -2983602 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29934 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -2983607.500000 Penalty: 5234.687500
	Iteration 46Q: 3 clusters Score -2983608 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30000 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -2983615.250000 Penalty: 5234.687500
	Iteration 47Q: 3 clusters Score -2983615 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30062 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -2983622.250000 Penalty: 5234.687500
	Iteration 48Q: 3 clusters Score -2983622 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30115 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -2983621.500000 Penalty: 5234.687500
	Iteration 49Q: 3 clusters Score -2983622 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30169 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -2983630.750000 Penalty: 5234.687500
	Iteration 50Q: 3 clusters Score -2983631 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30227 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -2983635.750000 Penalty: 5234.687500
	Iteration 51Q: 3 clusters Score -2983636 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30294 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -2983644.250000 Penalty: 5234.687500
	Iteration 52Q: 3 clusters Score -2983644 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30365 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -2983646.000000 Penalty: 5234.687500
	Iteration 53Q: 3 clusters Score -2983646 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30442 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -2983653.500000 Penalty: 5234.687500
	Iteration 54Q: 3 clusters Score -2983654 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30525 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -2983659.250000 Penalty: 5234.687500
	Iteration 55Q: 3 clusters Score -2983659 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30607 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -2983664.750000 Penalty: 5234.687500
	Iteration 56Q: 3 clusters Score -2983665 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30682 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -2983681.250000 Penalty: 5234.687500
	Iteration 57Q: 3 clusters Score -2983681 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30759 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -2983680.000000 Penalty: 5234.687500
	Iteration 58Q: 3 clusters Score -2983680 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30828 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -2983692.750000 Penalty: 5234.687500
	Iteration 59Q: 3 clusters Score -2983693 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30902 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -2983711.750000 Penalty: 5234.687500
	Iteration 60F: 3 clusters Score -2983712 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30984 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -2983726.500000 Penalty: 5234.687500
	Iteration 61Q: 3 clusters Score -2983726 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31086 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -2983752.000000 Penalty: 5234.687500
	Iteration 62Q: 3 clusters Score -2983752 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31185 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -2983765.500000 Penalty: 5234.687500
	Iteration 63Q: 3 clusters Score -2983766 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31289 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -2983788.750000 Penalty: 5234.687500
	Iteration 64Q: 3 clusters Score -2983789 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31403 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -2983811.250000 Penalty: 5234.687500
	Iteration 65Q: 3 clusters Score -2983811 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31535 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -2983853.500000 Penalty: 5234.687500
	Iteration 66Q: 3 clusters Score -2983854 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31681 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -2983893.500000 Penalty: 5234.687500
	Iteration 67Q: 3 clusters Score -2983894 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31822 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -2983939.750000 Penalty: 5234.687500
	Iteration 68Q: 3 clusters Score -2983940 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31959 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -2983982.250000 Penalty: 5234.687500
	Iteration 69Q: 3 clusters Score -2983982 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32065 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -2984009.250000 Penalty: 5234.687500
	Iteration 70Q: 3 clusters Score -2984009 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32187 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -2984036.000000 Penalty: 5234.687500
	Iteration 71Q: 3 clusters Score -2984036 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32315 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -2984079.750000 Penalty: 5234.687500
	Iteration 72Q: 3 clusters Score -2984080 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32447 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -2984139.500000 Penalty: 5234.687500
	Iteration 73Q: 3 clusters Score -2984140 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32573 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -2984173.250000 Penalty: 5234.687500
	Iteration 74Q: 3 clusters Score -2984173 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32724 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -2984222.500000 Penalty: 5234.687500
	Iteration 75Q: 3 clusters Score -2984222 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32864 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -2984269.000000 Penalty: 5234.687500
	Iteration 76Q: 3 clusters Score -2984269 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33003 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -2984311.750000 Penalty: 5234.687500
	Iteration 77Q: 3 clusters Score -2984312 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33125 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -2984359.500000 Penalty: 5234.687500
	Iteration 78Q: 3 clusters Score -2984360 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33239 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -2984392.500000 Penalty: 5234.687500
	Iteration 79Q: 3 clusters Score -2984392 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33366 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -2984433.250000 Penalty: 5234.687500
	Iteration 80F: 3 clusters Score -2984433 nChanged 159
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33505 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -2984478.500000 Penalty: 5234.687500
	Iteration 81Q: 3 clusters Score -2984478 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33636 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -2984514.000000 Penalty: 5234.687500
	Iteration 82Q: 3 clusters Score -2984514 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33766 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -2984549.750000 Penalty: 5234.687500
	Iteration 83Q: 3 clusters Score -2984550 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33900 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -2984587.250000 Penalty: 5234.687500
	Iteration 84Q: 3 clusters Score -2984587 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34034 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -2984630.000000 Penalty: 5234.687500
	Iteration 85Q: 3 clusters Score -2984630 nChanged 127
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34145 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2984638 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34241 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -2984662.750000 Penalty: 5234.687500
	Iteration 87Q: 3 clusters Score -2984663 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34326 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -2984687.250000 Penalty: 5234.687500
	Iteration 88Q: 3 clusters Score -2984687 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34414 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -2984711.500000 Penalty: 5234.687500
	Iteration 89Q: 3 clusters Score -2984712 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34494 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2984731 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34564 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -2984743.750000 Penalty: 5234.687500
	Iteration 91Q: 3 clusters Score -2984744 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34629 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -2984764.250000 Penalty: 5234.687500
	Iteration 92Q: 3 clusters Score -2984764 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34694 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2984786 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34763 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -2984809.500000 Penalty: 5234.687500
	Iteration 94Q: 3 clusters Score -2984810 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34831 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -2984826.000000 Penalty: 5234.687500
	Iteration 95Q: 3 clusters Score -2984826 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34893 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -2984832.250000 Penalty: 5234.687500
	Iteration 96Q: 3 clusters Score -2984832 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34946 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -2984843.250000 Penalty: 5234.687500
	Iteration 97Q: 3 clusters Score -2984843 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34992 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -2984852.750000 Penalty: 5234.687500
	Iteration 98Q: 3 clusters Score -2984853 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35034 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -2984854.250000 Penalty: 5234.687500
	Iteration 99Q: 3 clusters Score -2984854 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35075 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -2984866.500000 Penalty: 5234.687500
	Iteration 100F: 3 clusters Score -2984866 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35124 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -2984872.500000 Penalty: 5234.687500
	Iteration 101Q: 3 clusters Score -2984872 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35170 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -2984880.750000 Penalty: 5234.687500
	Iteration 102Q: 3 clusters Score -2984881 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35212 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -2984889.250000 Penalty: 5234.687500
	Iteration 103Q: 3 clusters Score -2984889 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35256 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -2984899.500000 Penalty: 5234.687500
	Iteration 104Q: 3 clusters Score -2984900 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35294 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -2984911.000000 Penalty: 5234.687500
	Iteration 105Q: 3 clusters Score -2984911 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35333 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -2984921.750000 Penalty: 5234.687500
	Iteration 106Q: 3 clusters Score -2984922 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35378 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -2984922.750000 Penalty: 5234.687500
	Iteration 107Q: 3 clusters Score -2984923 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35423 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -2984935.000000 Penalty: 5234.687500
	Iteration 108Q: 3 clusters Score -2984935 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35474 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -2984946.000000 Penalty: 5234.687500
	Iteration 109Q: 3 clusters Score -2984946 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35509 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -2984949.500000 Penalty: 5234.687500
	Iteration 110Q: 3 clusters Score -2984950 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35536 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -2984951.000000 Penalty: 5234.687500
	Iteration 111Q: 3 clusters Score -2984951 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35570 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -2984957.500000 Penalty: 5234.687500
	Iteration 112Q: 3 clusters Score -2984958 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35597 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -2984959.000000 Penalty: 5234.687500
	Iteration 113Q: 3 clusters Score -2984959 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35615 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -2984959.750000 Penalty: 5234.687500
	Iteration 114Q: 3 clusters Score -2984960 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35629 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -2984971.500000 Penalty: 5234.687500
	Iteration 115Q: 3 clusters Score -2984972 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35647 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -2984975.500000 Penalty: 5234.687500
	Iteration 116Q: 3 clusters Score -2984976 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35666 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -2984982.250000 Penalty: 5234.687500
	Iteration 117Q: 3 clusters Score -2984982 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35688 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -2984993.000000 Penalty: 5234.687500
	Iteration 118Q: 3 clusters Score -2984993 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35707 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -2984996.750000 Penalty: 5234.687500
	Iteration 119Q: 3 clusters Score -2984997 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35716 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -2985004.000000 Penalty: 5234.687500
	Iteration 120F: 3 clusters Score -2985004 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35731 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -2985003.000000 Penalty: 5234.687500
	Iteration 121Q: 3 clusters Score -2985003 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35747 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -2985001.000000 Penalty: 5234.687500
	Iteration 122Q: 3 clusters Score -2985001 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35766 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -2985003.750000 Penalty: 5234.687500
	Iteration 123Q: 3 clusters Score -2985004 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35777 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -2985001.000000 Penalty: 5234.687500
	Iteration 124Q: 3 clusters Score -2985001 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35792 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -2984998.750000 Penalty: 5234.687500
	Iteration 125Q: 3 clusters Score -2984999 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35803 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -2985003.000000 Penalty: 5234.687500
	Iteration 126Q: 3 clusters Score -2985003 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35816 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -2985003.000000 Penalty: 5234.687500
	Iteration 127Q: 3 clusters Score -2985003 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35833 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -2985000.750000 Penalty: 5234.687500
	Iteration 128Q: 3 clusters Score -2985001 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35851 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -2985010.500000 Penalty: 5234.687500
	Iteration 129Q: 3 clusters Score -2985010 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35870 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -2985015.250000 Penalty: 5234.687500
	Iteration 130Q: 3 clusters Score -2985015 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35885 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -2985023.000000 Penalty: 5234.687500
	Iteration 131Q: 3 clusters Score -2985023 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35897 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -2985025.250000 Penalty: 5234.687500
	Iteration 132Q: 3 clusters Score -2985025 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35908 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -2985023.000000 Penalty: 5234.687500
	Iteration 133Q: 3 clusters Score -2985023 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35919 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -2985027.000000 Penalty: 5234.687500
	Iteration 134Q: 3 clusters Score -2985027 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35928 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -2985028.250000 Penalty: 5234.687500
	Iteration 135Q: 3 clusters Score -2985028 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35939 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -2985035.250000 Penalty: 5234.687500
	Iteration 136Q: 3 clusters Score -2985035 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35955 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -2985045.750000 Penalty: 5234.687500
	Iteration 137Q: 3 clusters Score -2985046 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35968 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -2985040.500000 Penalty: 5234.687500
	Iteration 138Q: 3 clusters Score -2985040 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35984 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -2985044.000000 Penalty: 5234.687500
	Iteration 139Q: 3 clusters Score -2985044 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35995 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -2985047.250000 Penalty: 5234.687500
	Iteration 140F: 3 clusters Score -2985047 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36009 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -2985050.000000 Penalty: 5234.687500
	Iteration 141Q: 3 clusters Score -2985050 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36018 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -2985056.750000 Penalty: 5234.687500
	Iteration 142Q: 3 clusters Score -2985057 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36033 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -2985065.250000 Penalty: 5234.687500
	Iteration 143Q: 3 clusters Score -2985065 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36047 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -2985062.250000 Penalty: 5234.687500
	Iteration 144Q: 3 clusters Score -2985062 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36063 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -2985067.500000 Penalty: 5234.687500
	Iteration 145Q: 3 clusters Score -2985068 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36077 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -2985073.250000 Penalty: 5234.687500
	Iteration 146Q: 3 clusters Score -2985073 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36095 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -2985069.750000 Penalty: 5234.687500
	Iteration 147Q: 3 clusters Score -2985070 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36119 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -2985074.500000 Penalty: 5234.687500
	Iteration 148Q: 3 clusters Score -2985074 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36133 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -2985082.750000 Penalty: 5234.687500
	Iteration 149Q: 3 clusters Score -2985083 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36141 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -2985085.500000 Penalty: 5234.687500
	Iteration 150Q: 3 clusters Score -2985086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36147 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -2985085.250000 Penalty: 5234.687500
	Iteration 151Q: 3 clusters Score -2985085 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36155 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -2985086.500000 Penalty: 5234.687500
	Iteration 152Q: 3 clusters Score -2985086 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36162 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -2985087.000000 Penalty: 5234.687500
	Iteration 153Q: 3 clusters Score -2985087 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36171 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -2985083.750000 Penalty: 5234.687500
	Iteration 154Q: 3 clusters Score -2985084 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36181 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -2985089.250000 Penalty: 5234.687500
	Iteration 155Q: 3 clusters Score -2985089 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36194 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -2985096.500000 Penalty: 5234.687500
	Iteration 156Q: 3 clusters Score -2985096 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36202 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -2985100.000000 Penalty: 5234.687500
	Iteration 157Q: 3 clusters Score -2985100 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36211 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -2985101.000000 Penalty: 5234.687500
	Iteration 158Q: 3 clusters Score -2985101 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36221 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -2985100.000000 Penalty: 5234.687500
	Iteration 159Q: 3 clusters Score -2985100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36226 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -2985098.250000 Penalty: 5234.687500
	Iteration 160F: 3 clusters Score -2985098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36232 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -2985101.000000 Penalty: 5234.687500
	Iteration 161Q: 3 clusters Score -2985101 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36236 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -2985100.500000 Penalty: 5234.687500
	Iteration 162Q: 3 clusters Score -2985100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36237 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -2985103.500000 Penalty: 5234.687500
	Iteration 163Q: 3 clusters Score -2985104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36239 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -2985103.250000 Penalty: 5234.687500
	Iteration 164Q: 3 clusters Score -2985103 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36244 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -2985108.000000 Penalty: 5234.687500
	Iteration 165Q: 3 clusters Score -2985108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36248 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -2985107.250000 Penalty: 5234.687500
	Iteration 166Q: 3 clusters Score -2985107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36250 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -2985106.250000 Penalty: 5234.687500
	Iteration 167Q: 3 clusters Score -2985106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36249 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -2985106.000000 Penalty: 5234.687500
	Iteration 168Q: 3 clusters Score -2985106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36249 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -2985106.000000 Penalty: 5234.687500
	Iteration 169F: 3 clusters Score -2985106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Entering Unmasked Estep 
Score: -272539.187500 Penalty: 2025.854980
	Iteration 0F: 2 clusters Score -272539.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -269003.500000 Penalty: 4051.709961
	Iteration 0F: 3 clusters Score -269003.5 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -269783.312500 Penalty: 4051.709961
	Iteration 1F: 3 clusters Score -269783.3 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -269997.000000 Penalty: 4051.709961
	Iteration 2F: 3 clusters Score -269997 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -270137.562500 Penalty: 4051.709961
	Iteration 3F: 3 clusters Score -270137.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -270234.781250 Penalty: 4051.709961
	Iteration 4Q: 3 clusters Score -270234.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -270300.312500 Penalty: 4051.709961
	Iteration 5Q: 3 clusters Score -270300.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -270367.906250 Penalty: 4051.709961
	Iteration 6Q: 3 clusters Score -270367.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -270418.437500 Penalty: 4051.709961
	Iteration 7Q: 3 clusters Score -270418.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -270477.062500 Penalty: 4051.709961
	Iteration 8Q: 3 clusters Score -270477.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -270541.656250 Penalty: 4051.709961
	Iteration 9Q: 3 clusters Score -270541.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -270615.187500 Penalty: 4051.709961
	Iteration 10Q: 3 clusters Score -270615.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -270677.031250 Penalty: 4051.709961
	Iteration 11Q: 3 clusters Score -270677 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -270727.875000 Penalty: 4051.709961
	Iteration 12Q: 3 clusters Score -270727.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -270774.468750 Penalty: 4051.709961
	Iteration 13Q: 3 clusters Score -270774.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -270810.281250 Penalty: 4051.709961
	Iteration 14Q: 3 clusters Score -270810.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -270835.406250 Penalty: 4051.709961
	Iteration 15Q: 3 clusters Score -270835.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -270859.343750 Penalty: 4051.709961
	Iteration 16Q: 3 clusters Score -270859.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -270881.968750 Penalty: 4051.709961
	Iteration 17Q: 3 clusters Score -270882 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -270898.843750 Penalty: 4051.709961
	Iteration 18Q: 3 clusters Score -270898.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -270911.687500 Penalty: 4051.709961
	Iteration 19Q: 3 clusters Score -270911.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -270922.000000 Penalty: 4051.709961
	Iteration 20F: 3 clusters Score -270922 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -270932.593750 Penalty: 4051.709961
	Iteration 21Q: 3 clusters Score -270932.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -270941.000000 Penalty: 4051.709961
	Iteration 22Q: 3 clusters Score -270941 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -270943.375000 Penalty: 4051.709961
	Iteration 23Q: 3 clusters Score -270943.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -270947.312500 Penalty: 4051.709961
	Iteration 24Q: 3 clusters Score -270947.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -270950.312500 Penalty: 4051.709961
	Iteration 25Q: 3 clusters Score -270950.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -270955.000000 Penalty: 4051.709961
	Iteration 26Q: 3 clusters Score -270955 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -270960.625000 Penalty: 4051.709961
	Iteration 27Q: 3 clusters Score -270960.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -270965.281250 Penalty: 4051.709961
	Iteration 28Q: 3 clusters Score -270965.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -270969.437500 Penalty: 4051.709961
	Iteration 29Q: 3 clusters Score -270969.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -270971.343750 Penalty: 4051.709961
	Iteration 30Q: 3 clusters Score -270971.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -270972.875000 Penalty: 4051.709961
	Iteration 31Q: 3 clusters Score -270972.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -270974.562500 Penalty: 4051.709961
	Iteration 32Q: 3 clusters Score -270974.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -270978.031250 Penalty: 4051.709961
	Iteration 33Q: 3 clusters Score -270978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -270981.125000 Penalty: 4051.709961
	Iteration 34Q: 3 clusters Score -270981.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -270982.500000 Penalty: 4051.709961
	Iteration 35Q: 3 clusters Score -270982.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -270983.437500 Penalty: 4051.709961
	Iteration 36Q: 3 clusters Score -270983.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -270985.687500 Penalty: 4051.709961
	Iteration 37Q: 3 clusters Score -270985.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -270988.625000 Penalty: 4051.709961
	Iteration 38Q: 3 clusters Score -270988.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -270989.375000 Penalty: 4051.709961
	Iteration 39Q: 3 clusters Score -270989.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -270989.375000 Penalty: 4051.709961
	Iteration 40F: 3 clusters Score -270989.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (17529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17529 members 
Entering Unmasked Estep 
Score: -1242128.125000 Penalty: 2423.359863
	Iteration 0F: 2 clusters Score -1242128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -1229661.250000 Penalty: 4846.719727
	Iteration 0F: 3 clusters Score -1229661 nChanged 7650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -1234002.625000 Penalty: 4846.719727
	Iteration 1F: 3 clusters Score -1234003 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -1234651.375000 Penalty: 4846.719727
	Iteration 2F: 3 clusters Score -1234651 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -1235187.250000 Penalty: 4846.719727
	Iteration 3F: 3 clusters Score -1235187 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -1235676.750000 Penalty: 4846.719727
	Iteration 4F: 3 clusters Score -1235677 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -1236107.625000 Penalty: 4846.719727
	Iteration 5Q: 3 clusters Score -1236108 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -1236470.750000 Penalty: 4846.719727
	Iteration 6Q: 3 clusters Score -1236471 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -1236801.250000 Penalty: 4846.719727
	Iteration 7Q: 3 clusters Score -1236801 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -1237076.250000 Penalty: 4846.719727
	Iteration 8Q: 3 clusters Score -1237076 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -1237365.875000 Penalty: 4846.719727
	Iteration 9Q: 3 clusters Score -1237366 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -1237645.250000 Penalty: 4846.719727
	Iteration 10Q: 3 clusters Score -1237645 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -1237896.500000 Penalty: 4846.719727
	Iteration 11Q: 3 clusters Score -1237896 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -1238116.250000 Penalty: 4846.719727
	Iteration 12Q: 3 clusters Score -1238116 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -1238302.250000 Penalty: 4846.719727
	Iteration 13Q: 3 clusters Score -1238302 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -1238454.375000 Penalty: 4846.719727
	Iteration 14Q: 3 clusters Score -1238454 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -1238572.875000 Penalty: 4846.719727
	Iteration 15Q: 3 clusters Score -1238573 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -1238671.500000 Penalty: 4846.719727
	Iteration 16Q: 3 clusters Score -1238672 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -1238757.750000 Penalty: 4846.719727
	Iteration 17Q: 3 clusters Score -1238758 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -1238824.375000 Penalty: 4846.719727
	Iteration 18Q: 3 clusters Score -1238824 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -1238899.375000 Penalty: 4846.719727
	Iteration 19Q: 3 clusters Score -1238899 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -1238963.500000 Penalty: 4846.719727
	Iteration 20F: 3 clusters Score -1238964 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -1239030.125000 Penalty: 4846.719727
	Iteration 21Q: 3 clusters Score -1239030 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -1239089.625000 Penalty: 4846.719727
	Iteration 22Q: 3 clusters Score -1239090 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -1239174.875000 Penalty: 4846.719727
	Iteration 23Q: 3 clusters Score -1239175 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -1239264.250000 Penalty: 4846.719727
	Iteration 24Q: 3 clusters Score -1239264 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -1239348.250000 Penalty: 4846.719727
	Iteration 25Q: 3 clusters Score -1239348 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -1239424.625000 Penalty: 4846.719727
	Iteration 26Q: 3 clusters Score -1239425 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -1239508.875000 Penalty: 4846.719727
	Iteration 27Q: 3 clusters Score -1239509 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -1239609.625000 Penalty: 4846.719727
	Iteration 28Q: 3 clusters Score -1239610 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -1239681.250000 Penalty: 4846.719727
	Iteration 29Q: 3 clusters Score -1239681 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -1239749.500000 Penalty: 4846.719727
	Iteration 30Q: 3 clusters Score -1239750 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -1239800.750000 Penalty: 4846.719727
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1239866 nChanged 118
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Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1239901 nChanged 100
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Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1239922 nChanged 79
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Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1239942 nChanged 90
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Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1239963 nChanged 94
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Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1239990 nChanged 95
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Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1240009 nChanged 77
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Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -1240036 nChanged 83
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Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1240055 nChanged 87
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Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 14246 members 
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	Iteration 42Q: 3 clusters Score -1240081 nChanged 94
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Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 14336 members 
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Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 14415 members 
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	Iteration 44Q: 3 clusters Score -1240132 nChanged 80
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Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1240151 nChanged 64
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Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1240168 nChanged 63
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Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 14612 members 
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	Iteration 47Q: 3 clusters Score -1240182 nChanged 58
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Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1240192 nChanged 59
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Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1240211 nChanged 54
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Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1240226 nChanged 56
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Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1240243 nChanged 43
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Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1240248 nChanged 52
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Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1240265 nChanged 57
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Mstep: Class 1 contains 2560 members 
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1240276 nChanged 54
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Mstep: Class 1 contains 2510 members 
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	Iteration 55Q: 3 clusters Score -1240296 nChanged 49
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Mstep: Class 1 contains 2467 members 
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	Iteration 56Q: 3 clusters Score -1240304 nChanged 53
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Mstep: Class 1 contains 2420 members 
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	Iteration 57Q: 3 clusters Score -1240322 nChanged 49
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Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 15156 members 
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	Iteration 58Q: 3 clusters Score -1240337 nChanged 45
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Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 15201 members 
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	Iteration 59Q: 3 clusters Score -1240347 nChanged 47
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Mstep: Class 1 contains 2285 members 
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	Iteration 60F: 3 clusters Score -1240357 nChanged 41
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Mstep: Class 2 contains 15281 members 
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Mstep: Class 1 contains 2220 members 
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Mstep: Class 2 contains 15332 members 
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	Iteration 63Q: 3 clusters Score -1240385 nChanged 22
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Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 15352 members 
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	Iteration 64Q: 3 clusters Score -1240391 nChanged 17
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Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 15369 members 
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	Iteration 65Q: 3 clusters Score -1240391 nChanged 16
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Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 15385 members 
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	Iteration 66Q: 3 clusters Score -1240396 nChanged 18
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Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 15401 members 
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Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 15417 members 
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	Iteration 68Q: 3 clusters Score -1240403 nChanged 16
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Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 15431 members 
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	Iteration 69Q: 3 clusters Score -1240408 nChanged 25
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Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1240417 nChanged 37
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Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 15491 members 
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	Iteration 71Q: 3 clusters Score -1240429 nChanged 34
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Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 15525 members 
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	Iteration 72Q: 3 clusters Score -1240443 nChanged 39
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Mstep: Class 1 contains 1967 members 
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	Iteration 73Q: 3 clusters Score -1240451 nChanged 41
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Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 15601 members 
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	Iteration 74Q: 3 clusters Score -1240467 nChanged 36
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Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 15633 members 
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	Iteration 75Q: 3 clusters Score -1240474 nChanged 32
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Mstep: Class 1 contains 1866 members 
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Mstep: Class 1 contains 1832 members 
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Mstep: Class 1 contains 1803 members 
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	Iteration 78Q: 3 clusters Score -1240503 nChanged 27
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Mstep: Class 1 contains 1776 members 
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	Iteration 79Q: 3 clusters Score -1240512 nChanged 39
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Mstep: Class 1 contains 1743 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1240528 nChanged 41
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Mstep: Class 1 contains 1704 members 
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	Iteration 81Q: 3 clusters Score -1240542 nChanged 49
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Mstep: Class 1 contains 1659 members 
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	Iteration 82Q: 3 clusters Score -1240560 nChanged 43
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Mstep: Class 1 contains 1618 members 
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	Iteration 83Q: 3 clusters Score -1240575 nChanged 37
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Mstep: Class 1 contains 1583 members 
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	Iteration 84Q: 3 clusters Score -1240582 nChanged 30
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Mstep: Class 1 contains 1555 members 
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	Iteration 85Q: 3 clusters Score -1240589 nChanged 28
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Mstep: Class 1 contains 1531 members 
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	Iteration 86Q: 3 clusters Score -1240602 nChanged 29
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Mstep: Class 1 contains 1502 members 
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	Iteration 87Q: 3 clusters Score -1240615 nChanged 27
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Mstep: Class 1 contains 1481 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1240622 nChanged 17
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Mstep: Class 1 contains 1464 members 
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	Iteration 89Q: 3 clusters Score -1240628 nChanged 20
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Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 16081 members 
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	Iteration 90Q: 3 clusters Score -1240635 nChanged 21
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Mstep: Class 1 contains 1427 members 
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	Iteration 91Q: 3 clusters Score -1240648 nChanged 31
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Mstep: Class 1 contains 1400 members 
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	Iteration 92Q: 3 clusters Score -1240661 nChanged 34
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Mstep: Class 1 contains 1370 members 
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	Iteration 93Q: 3 clusters Score -1240678 nChanged 42
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Mstep: Class 1 contains 1338 members 
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	Iteration 94Q: 3 clusters Score -1240701 nChanged 36
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Mstep: Class 1 contains 1318 members 
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	Iteration 95Q: 3 clusters Score -1240719 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 16235 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1240728 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1240740 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 16261 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1240746 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1261 members 
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	Iteration 99Q: 3 clusters Score -1240746 nChanged 13
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Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 16277 members 
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	Iteration 100F: 3 clusters Score -1240754 nChanged 13
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Mstep: Class 1 contains 1241 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1240759 nChanged 16
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Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 16302 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1240764 nChanged 19
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Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 16319 members 
Entering Unmasked Estep 
Score: -1240776.000000 Penalty: 4846.719727
	Iteration 103Q: 3 clusters Score -1240776 nChanged 18
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1240788 nChanged 14
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Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 16349 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1240795 nChanged 18
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1240802 nChanged 19
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Mstep: Class 1 contains 1153 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1240808 nChanged 15
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Mstep: Class 1 contains 1138 members 
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	Iteration 108Q: 3 clusters Score -1240814 nChanged 16
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Mstep: Class 1 contains 1124 members 
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1240818 nChanged 10
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Mstep: Class 1 contains 1116 members 
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	Iteration 110Q: 3 clusters Score -1240822 nChanged 10
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Mstep: Class 1 contains 1110 members 
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1240829 nChanged 11
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Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1240830 nChanged 8
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Mstep: Class 1 contains 1091 members 
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1240836 nChanged 10
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Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1240840 nChanged 15
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Mstep: Class 1 contains 1072 members 
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	Iteration 115Q: 3 clusters Score -1240846 nChanged 13
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	Iteration 116Q: 3 clusters Score -1240857 nChanged 13
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Mstep: Class 1 contains 1048 members 
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1240862 nChanged 10
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Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 16489 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1240868 nChanged 8
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Mstep: Class 1 contains 1036 members 
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -1240870 nChanged 11
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Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 16496 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -1240873 nChanged 6
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Mstep: Class 1 contains 1031 members 
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1240875 nChanged 7
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Mstep: Class 1 contains 1024 members 
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -1240877 nChanged 12
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Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
Score: -1240881.500000 Penalty: 4846.719727
	Iteration 123Q: 3 clusters Score -1240882 nChanged 4
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Entering Unmasked Estep 
Score: -1240882.000000 Penalty: 4846.719727
	Iteration 124Q: 3 clusters Score -1240882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 16522 members 
Entering Unmasked Estep 
Score: -1240885.875000 Penalty: 4846.719727
	Iteration 125Q: 3 clusters Score -1240886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -1240888.625000 Penalty: 4846.719727
	Iteration 126Q: 3 clusters Score -1240889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 16529 members 
Entering Unmasked Estep 
Score: -1240889.375000 Penalty: 4846.719727
	Iteration 127Q: 3 clusters Score -1240889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
Score: -1240889.750000 Penalty: 4846.719727
	Iteration 128Q: 3 clusters Score -1240890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
Score: -1240888.625000 Penalty: 4846.719727
	Iteration 129Q: 3 clusters Score -1240889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -1240888.125000 Penalty: 4846.719727
	Iteration 130Q: 3 clusters Score -1240888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -1240888.125000 Penalty: 4846.719727
	Iteration 131F: 3 clusters Score -1240888 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Entering Unmasked Estep 
Score: -707604.437500 Penalty: 2286.632324
	Iteration 0F: 2 clusters Score -707604.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -699766.250000 Penalty: 4573.264648
	Iteration 0F: 3 clusters Score -699766.2 nChanged 4295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -702201.125000 Penalty: 4573.264648
	Iteration 1F: 3 clusters Score -702201.1 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -702591.875000 Penalty: 4573.264648
	Iteration 2F: 3 clusters Score -702591.9 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -702893.062500 Penalty: 4573.264648
	Iteration 3F: 3 clusters Score -702893.1 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -703170.437500 Penalty: 4573.264648
	Iteration 4Q: 3 clusters Score -703170.4 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -703470.125000 Penalty: 4573.264648
	Iteration 5Q: 3 clusters Score -703470.1 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -703830.562500 Penalty: 4573.264648
	Iteration 6Q: 3 clusters Score -703830.6 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -704236.625000 Penalty: 4573.264648
	Iteration 7F: 3 clusters Score -704236.6 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -704625.500000 Penalty: 4573.264648
	Iteration 8F: 3 clusters Score -704625.5 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -705016.437500 Penalty: 4573.264648
	Iteration 9Q: 3 clusters Score -705016.4 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -705370.500000 Penalty: 4573.264648
	Iteration 10Q: 3 clusters Score -705370.5 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -705716.437500 Penalty: 4573.264648
	Iteration 11Q: 3 clusters Score -705716.4 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -705964.000000 Penalty: 4573.264648
	Iteration 12Q: 3 clusters Score -705964 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -706157.250000 Penalty: 4573.264648
	Iteration 13Q: 3 clusters Score -706157.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -706290.875000 Penalty: 4573.264648
	Iteration 14Q: 3 clusters Score -706290.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -706382.187500 Penalty: 4573.264648
	Iteration 15Q: 3 clusters Score -706382.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -706438.562500 Penalty: 4573.264648
	Iteration 16Q: 3 clusters Score -706438.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -706494.625000 Penalty: 4573.264648
	Iteration 17Q: 3 clusters Score -706494.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -706540.937500 Penalty: 4573.264648
	Iteration 18Q: 3 clusters Score -706540.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -706586.312500 Penalty: 4573.264648
	Iteration 19Q: 3 clusters Score -706586.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -706624.812500 Penalty: 4573.264648
	Iteration 20F: 3 clusters Score -706624.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -706653.750000 Penalty: 4573.264648
	Iteration 21Q: 3 clusters Score -706653.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -706677.437500 Penalty: 4573.264648
	Iteration 22Q: 3 clusters Score -706677.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -706691.875000 Penalty: 4573.264648
	Iteration 23Q: 3 clusters Score -706691.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -706705.750000 Penalty: 4573.264648
	Iteration 24Q: 3 clusters Score -706705.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -706720.000000 Penalty: 4573.264648
	Iteration 25Q: 3 clusters Score -706720 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -706734.500000 Penalty: 4573.264648
	Iteration 26Q: 3 clusters Score -706734.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -706747.812500 Penalty: 4573.264648
	Iteration 27Q: 3 clusters Score -706747.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -706761.875000 Penalty: 4573.264648
	Iteration 28Q: 3 clusters Score -706761.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -706768.187500 Penalty: 4573.264648
	Iteration 29Q: 3 clusters Score -706768.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -706779.500000 Penalty: 4573.264648
	Iteration 30Q: 3 clusters Score -706779.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -706794.000000 Penalty: 4573.264648
	Iteration 31Q: 3 clusters Score -706794 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -706809.812500 Penalty: 4573.264648
	Iteration 32Q: 3 clusters Score -706809.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -706818.687500 Penalty: 4573.264648
	Iteration 33Q: 3 clusters Score -706818.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -706829.500000 Penalty: 4573.264648
	Iteration 34Q: 3 clusters Score -706829.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -706838.437500 Penalty: 4573.264648
	Iteration 35Q: 3 clusters Score -706838.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -706855.312500 Penalty: 4573.264648
	Iteration 36Q: 3 clusters Score -706855.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -706872.500000 Penalty: 4573.264648
	Iteration 37Q: 3 clusters Score -706872.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -706884.562500 Penalty: 4573.264648
	Iteration 38Q: 3 clusters Score -706884.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -706893.500000 Penalty: 4573.264648
	Iteration 39Q: 3 clusters Score -706893.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -706903.562500 Penalty: 4573.264648
	Iteration 40F: 3 clusters Score -706903.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -706913.875000 Penalty: 4573.264648
	Iteration 41Q: 3 clusters Score -706913.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -706923.062500 Penalty: 4573.264648
	Iteration 42Q: 3 clusters Score -706923.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -706938.000000 Penalty: 4573.264648
	Iteration 43Q: 3 clusters Score -706938 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -706953.187500 Penalty: 4573.264648
	Iteration 44Q: 3 clusters Score -706953.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -706958.562500 Penalty: 4573.264648
	Iteration 45Q: 3 clusters Score -706958.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -706965.687500 Penalty: 4573.264648
	Iteration 46Q: 3 clusters Score -706965.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -706969.875000 Penalty: 4573.264648
	Iteration 47Q: 3 clusters Score -706969.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -706977.750000 Penalty: 4573.264648
	Iteration 48Q: 3 clusters Score -706977.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -706979.000000 Penalty: 4573.264648
	Iteration 49Q: 3 clusters Score -706979 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -706985.062500 Penalty: 4573.264648
	Iteration 50Q: 3 clusters Score -706985.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -706991.312500 Penalty: 4573.264648
	Iteration 51Q: 3 clusters Score -706991.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -706994.250000 Penalty: 4573.264648
	Iteration 52Q: 3 clusters Score -706994.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -706999.312500 Penalty: 4573.264648
	Iteration 53Q: 3 clusters Score -706999.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -707005.187500 Penalty: 4573.264648
	Iteration 54Q: 3 clusters Score -707005.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -707006.375000 Penalty: 4573.264648
	Iteration 55Q: 3 clusters Score -707006.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -707009.875000 Penalty: 4573.264648
	Iteration 56Q: 3 clusters Score -707009.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -707011.937500 Penalty: 4573.264648
	Iteration 57Q: 3 clusters Score -707011.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -707012.750000 Penalty: 4573.264648
	Iteration 58Q: 3 clusters Score -707012.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -707013.375000 Penalty: 4573.264648
	Iteration 59Q: 3 clusters Score -707013.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -707015.750000 Penalty: 4573.264648
	Iteration 60F: 3 clusters Score -707015.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -707015.000000 Penalty: 4573.264648
	Iteration 61Q: 3 clusters Score -707015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -707016.375000 Penalty: 4573.264648
	Iteration 62Q: 3 clusters Score -707016.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -707015.937500 Penalty: 4573.264648
	Iteration 63Q: 3 clusters Score -707015.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -707016.875000 Penalty: 4573.264648
	Iteration 64Q: 3 clusters Score -707016.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -707015.562500 Penalty: 4573.264648
	Iteration 65Q: 3 clusters Score -707015.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -707015.562500 Penalty: 4573.264648
	Iteration 66F: 3 clusters Score -707015.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Entering Unmasked Estep 
Score: -691863.812500 Penalty: 2251.727783
	Iteration 0F: 2 clusters Score -691863.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -684913.875000 Penalty: 4503.455566
	Iteration 0F: 3 clusters Score -684913.9 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -686826.812500 Penalty: 4503.455566
	Iteration 1F: 3 clusters Score -686826.8 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -687073.250000 Penalty: 4503.455566
	Iteration 2F: 3 clusters Score -687073.2 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -687236.625000 Penalty: 4503.455566
	Iteration 3Q: 3 clusters Score -687236.6 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -687381.000000 Penalty: 4503.455566
	Iteration 4Q: 3 clusters Score -687381 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -687519.437500 Penalty: 4503.455566
	Iteration 5Q: 3 clusters Score -687519.4 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -687692.062500 Penalty: 4503.455566
	Iteration 6Q: 3 clusters Score -687692.1 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -687888.187500 Penalty: 4503.455566
	Iteration 7Q: 3 clusters Score -687888.2 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -688130.375000 Penalty: 4503.455566
	Iteration 8Q: 3 clusters Score -688130.4 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -688393.500000 Penalty: 4503.455566
	Iteration 9Q: 3 clusters Score -688393.5 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -688640.250000 Penalty: 4503.455566
	Iteration 10Q: 3 clusters Score -688640.2 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -688896.187500 Penalty: 4503.455566
	Iteration 11Q: 3 clusters Score -688896.2 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -689129.937500 Penalty: 4503.455566
	Iteration 12Q: 3 clusters Score -689129.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -689324.937500 Penalty: 4503.455566
	Iteration 13Q: 3 clusters Score -689324.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -689485.187500 Penalty: 4503.455566
	Iteration 14Q: 3 clusters Score -689485.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -689607.812500 Penalty: 4503.455566
	Iteration 15Q: 3 clusters Score -689607.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -689704.750000 Penalty: 4503.455566
	Iteration 16Q: 3 clusters Score -689704.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -689774.625000 Penalty: 4503.455566
	Iteration 17Q: 3 clusters Score -689774.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -689816.437500 Penalty: 4503.455566
	Iteration 18Q: 3 clusters Score -689816.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -689839.750000 Penalty: 4503.455566
	Iteration 19Q: 3 clusters Score -689839.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -689853.687500 Penalty: 4503.455566
	Iteration 20F: 3 clusters Score -689853.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -689869.500000 Penalty: 4503.455566
	Iteration 21Q: 3 clusters Score -689869.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -689880.625000 Penalty: 4503.455566
	Iteration 22Q: 3 clusters Score -689880.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -689890.687500 Penalty: 4503.455566
	Iteration 23Q: 3 clusters Score -689890.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -689900.062500 Penalty: 4503.455566
	Iteration 24Q: 3 clusters Score -689900.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -689908.687500 Penalty: 4503.455566
	Iteration 25Q: 3 clusters Score -689908.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -689914.875000 Penalty: 4503.455566
	Iteration 26Q: 3 clusters Score -689914.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -689921.562500 Penalty: 4503.455566
	Iteration 27Q: 3 clusters Score -689921.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -689926.812500 Penalty: 4503.455566
	Iteration 28Q: 3 clusters Score -689926.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -689933.687500 Penalty: 4503.455566
	Iteration 29Q: 3 clusters Score -689933.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -689941.625000 Penalty: 4503.455566
	Iteration 30Q: 3 clusters Score -689941.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -689949.812500 Penalty: 4503.455566
	Iteration 31Q: 3 clusters Score -689949.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -689960.000000 Penalty: 4503.455566
	Iteration 32Q: 3 clusters Score -689960 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -689971.500000 Penalty: 4503.455566
	Iteration 33Q: 3 clusters Score -689971.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -689977.312500 Penalty: 4503.455566
	Iteration 34Q: 3 clusters Score -689977.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -689985.750000 Penalty: 4503.455566
	Iteration 35Q: 3 clusters Score -689985.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -689991.000000 Penalty: 4503.455566
	Iteration 36Q: 3 clusters Score -689991 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -689994.250000 Penalty: 4503.455566
	Iteration 37Q: 3 clusters Score -689994.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -689995.687500 Penalty: 4503.455566
	Iteration 38Q: 3 clusters Score -689995.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -689995.687500 Penalty: 4503.455566
	Iteration 39F: 3 clusters Score -689995.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Entering Unmasked Estep 
Score: -420516.468750 Penalty: 2128.857666
	Iteration 0F: 2 clusters Score -420516.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -415845.125000 Penalty: 4257.715332
	Iteration 0F: 3 clusters Score -415845.1 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -416968.531250 Penalty: 4257.715332
	Iteration 1F: 3 clusters Score -416968.5 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -417195.250000 Penalty: 4257.715332
	Iteration 2F: 3 clusters Score -417195.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -417367.750000 Penalty: 4257.715332
	Iteration 3F: 3 clusters Score -417367.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -417496.875000 Penalty: 4257.715332
	Iteration 4Q: 3 clusters Score -417496.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -417594.937500 Penalty: 4257.715332
	Iteration 5Q: 3 clusters Score -417594.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -417694.406250 Penalty: 4257.715332
	Iteration 6Q: 3 clusters Score -417694.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -417791.625000 Penalty: 4257.715332
	Iteration 7Q: 3 clusters Score -417791.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -417880.500000 Penalty: 4257.715332
	Iteration 8Q: 3 clusters Score -417880.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -417955.625000 Penalty: 4257.715332
	Iteration 9Q: 3 clusters Score -417955.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -418022.562500 Penalty: 4257.715332
	Iteration 10Q: 3 clusters Score -418022.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -418069.468750 Penalty: 4257.715332
	Iteration 11Q: 3 clusters Score -418069.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -418111.687500 Penalty: 4257.715332
	Iteration 12Q: 3 clusters Score -418111.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -418153.750000 Penalty: 4257.715332
	Iteration 13Q: 3 clusters Score -418153.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -418202.562500 Penalty: 4257.715332
	Iteration 14Q: 3 clusters Score -418202.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -418253.093750 Penalty: 4257.715332
	Iteration 15Q: 3 clusters Score -418253.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -418295.843750 Penalty: 4257.715332
	Iteration 16Q: 3 clusters Score -418295.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -418333.593750 Penalty: 4257.715332
	Iteration 17Q: 3 clusters Score -418333.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -418369.437500 Penalty: 4257.715332
	Iteration 18Q: 3 clusters Score -418369.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -418399.843750 Penalty: 4257.715332
	Iteration 19Q: 3 clusters Score -418399.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -418426.656250 Penalty: 4257.715332
	Iteration 20F: 3 clusters Score -418426.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -418441.843750 Penalty: 4257.715332
	Iteration 21Q: 3 clusters Score -418441.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -418461.781250 Penalty: 4257.715332
	Iteration 22Q: 3 clusters Score -418461.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -418476.343750 Penalty: 4257.715332
	Iteration 23Q: 3 clusters Score -418476.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -418487.593750 Penalty: 4257.715332
	Iteration 24Q: 3 clusters Score -418487.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -418497.125000 Penalty: 4257.715332
	Iteration 25Q: 3 clusters Score -418497.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -418503.781250 Penalty: 4257.715332
	Iteration 26Q: 3 clusters Score -418503.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -418510.906250 Penalty: 4257.715332
	Iteration 27Q: 3 clusters Score -418510.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -418520.656250 Penalty: 4257.715332
	Iteration 28Q: 3 clusters Score -418520.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -418528.687500 Penalty: 4257.715332
	Iteration 29Q: 3 clusters Score -418528.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -418535.125000 Penalty: 4257.715332
	Iteration 30Q: 3 clusters Score -418535.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -418541.125000 Penalty: 4257.715332
	Iteration 31Q: 3 clusters Score -418541.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -418546.093750 Penalty: 4257.715332
	Iteration 32Q: 3 clusters Score -418546.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -418551.406250 Penalty: 4257.715332
	Iteration 33Q: 3 clusters Score -418551.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -418556.968750 Penalty: 4257.715332
	Iteration 34Q: 3 clusters Score -418557 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -418564.750000 Penalty: 4257.715332
	Iteration 35Q: 3 clusters Score -418564.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -418571.437500 Penalty: 4257.715332
	Iteration 36Q: 3 clusters Score -418571.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -418577.968750 Penalty: 4257.715332
	Iteration 37Q: 3 clusters Score -418578 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -418587.250000 Penalty: 4257.715332
	Iteration 38Q: 3 clusters Score -418587.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -418598.562500 Penalty: 4257.715332
	Iteration 39Q: 3 clusters Score -418598.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -418607.718750 Penalty: 4257.715332
	Iteration 40F: 3 clusters Score -418607.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -418613.437500 Penalty: 4257.715332
	Iteration 41Q: 3 clusters Score -418613.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -418621.843750 Penalty: 4257.715332
	Iteration 42Q: 3 clusters Score -418621.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -418629.750000 Penalty: 4257.715332
	Iteration 43Q: 3 clusters Score -418629.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -418634.406250 Penalty: 4257.715332
	Iteration 44Q: 3 clusters Score -418634.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -418639.218750 Penalty: 4257.715332
	Iteration 45Q: 3 clusters Score -418639.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -418642.156250 Penalty: 4257.715332
	Iteration 46Q: 3 clusters Score -418642.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -418645.875000 Penalty: 4257.715332
	Iteration 47Q: 3 clusters Score -418645.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -418650.000000 Penalty: 4257.715332
	Iteration 48Q: 3 clusters Score -418650 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -418654.187500 Penalty: 4257.715332
	Iteration 49Q: 3 clusters Score -418654.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -418658.468750 Penalty: 4257.715332
	Iteration 50Q: 3 clusters Score -418658.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -418660.750000 Penalty: 4257.715332
	Iteration 51Q: 3 clusters Score -418660.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -418661.875000 Penalty: 4257.715332
	Iteration 52Q: 3 clusters Score -418661.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -418664.375000 Penalty: 4257.715332
	Iteration 53Q: 3 clusters Score -418664.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -418664.375000 Penalty: 4257.715332
	Iteration 54Q: 3 clusters Score -418664.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -418665.750000 Penalty: 4257.715332
	Iteration 55Q: 3 clusters Score -418665.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -418666.218750 Penalty: 4257.715332
	Iteration 56Q: 3 clusters Score -418666.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -418667.093750 Penalty: 4257.715332
	Iteration 57Q: 3 clusters Score -418667.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -418668.375000 Penalty: 4257.715332
	Iteration 58Q: 3 clusters Score -418668.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -418668.468750 Penalty: 4257.715332
	Iteration 59Q: 3 clusters Score -418668.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -418668.937500 Penalty: 4257.715332
	Iteration 60F: 3 clusters Score -418668.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -418669.125000 Penalty: 4257.715332
	Iteration 61Q: 3 clusters Score -418669.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -418669.125000 Penalty: 4257.715332
	Iteration 62F: 3 clusters Score -418669.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (29889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29889 members 
Entering Unmasked Estep 
Score: -2300971.000000 Penalty: 2555.700928
	Iteration 0F: 2 clusters Score -2300971 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -2280407.750000 Penalty: 5111.401855
	Iteration 0F: 3 clusters Score -2280408 nChanged 13524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -2287948.500000 Penalty: 5111.401855
	Iteration 1F: 3 clusters Score -2287948 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15784 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -2288769.500000 Penalty: 5111.401855
	Iteration 2F: 3 clusters Score -2288770 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -2289684.000000 Penalty: 5111.401855
	Iteration 3F: 3 clusters Score -2289684 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -2290741.000000 Penalty: 5111.401855
	Iteration 4F: 3 clusters Score -2290741 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17022 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -2291846.250000 Penalty: 5111.401855
	Iteration 5F: 3 clusters Score -2291846 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17705 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -2292992.250000 Penalty: 5111.401855
	Iteration 6F: 3 clusters Score -2292992 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18488 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -2294112.750000 Penalty: 5111.401855
	Iteration 7F: 3 clusters Score -2294113 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19294 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -2295172.000000 Penalty: 5111.401855
	Iteration 8F: 3 clusters Score -2295172 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20087 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -2296084.000000 Penalty: 5111.401855
	Iteration 9Q: 3 clusters Score -2296084 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20760 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -2296734.500000 Penalty: 5111.401855
	Iteration 10Q: 3 clusters Score -2296734 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21328 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -2297157.750000 Penalty: 5111.401855
	Iteration 11Q: 3 clusters Score -2297158 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21804 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -2297432.250000 Penalty: 5111.401855
	Iteration 12Q: 3 clusters Score -2297432 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22187 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -2297612.750000 Penalty: 5111.401855
	Iteration 13Q: 3 clusters Score -2297613 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22521 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -2297739.250000 Penalty: 5111.401855
	Iteration 14Q: 3 clusters Score -2297739 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22823 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -2297845.750000 Penalty: 5111.401855
	Iteration 15Q: 3 clusters Score -2297846 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23126 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -2297970.250000 Penalty: 5111.401855
	Iteration 16Q: 3 clusters Score -2297970 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23449 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -2298081.000000 Penalty: 5111.401855
	Iteration 17Q: 3 clusters Score -2298081 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23750 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -2298170.500000 Penalty: 5111.401855
	Iteration 18Q: 3 clusters Score -2298170 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24039 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -2298264.750000 Penalty: 5111.401855
	Iteration 19Q: 3 clusters Score -2298265 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24302 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -2298354.500000 Penalty: 5111.401855
	Iteration 20F: 3 clusters Score -2298354 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24559 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -2298448.000000 Penalty: 5111.401855
	Iteration 21Q: 3 clusters Score -2298448 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24829 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -2298559.500000 Penalty: 5111.401855
	Iteration 22Q: 3 clusters Score -2298560 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25094 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -2298668.000000 Penalty: 5111.401855
	Iteration 23Q: 3 clusters Score -2298668 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25377 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -2298794.250000 Penalty: 5111.401855
	Iteration 24Q: 3 clusters Score -2298794 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25652 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -2298914.750000 Penalty: 5111.401855
	Iteration 25Q: 3 clusters Score -2298915 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25917 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -2299036.750000 Penalty: 5111.401855
	Iteration 26Q: 3 clusters Score -2299037 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26163 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -2299157.750000 Penalty: 5111.401855
	Iteration 27Q: 3 clusters Score -2299158 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26387 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -2299256.000000 Penalty: 5111.401855
	Iteration 28Q: 3 clusters Score -2299256 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26591 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -2299342.250000 Penalty: 5111.401855
	Iteration 29Q: 3 clusters Score -2299342 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26754 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -2299420.250000 Penalty: 5111.401855
	Iteration 30Q: 3 clusters Score -2299420 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26887 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -2299496.500000 Penalty: 5111.401855
	Iteration 31Q: 3 clusters Score -2299496 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27015 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -2299570.000000 Penalty: 5111.401855
	Iteration 32Q: 3 clusters Score -2299570 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27136 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -2299667.000000 Penalty: 5111.401855
	Iteration 33Q: 3 clusters Score -2299667 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27260 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -2299803.000000 Penalty: 5111.401855
	Iteration 34Q: 3 clusters Score -2299803 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27391 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -2299966.750000 Penalty: 5111.401855
	Iteration 35Q: 3 clusters Score -2299967 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27498 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -2300099.500000 Penalty: 5111.401855
	Iteration 36Q: 3 clusters Score -2300100 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27579 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -2300206.500000 Penalty: 5111.401855
	Iteration 37Q: 3 clusters Score -2300206 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27625 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -2300267.750000 Penalty: 5111.401855
	Iteration 38Q: 3 clusters Score -2300268 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27653 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -2300313.000000 Penalty: 5111.401855
	Iteration 39Q: 3 clusters Score -2300313 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27691 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -2300363.500000 Penalty: 5111.401855
	Iteration 40F: 3 clusters Score -2300364 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27715 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -2300398.250000 Penalty: 5111.401855
	Iteration 41Q: 3 clusters Score -2300398 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27729 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -2300415.000000 Penalty: 5111.401855
	Iteration 42Q: 3 clusters Score -2300415 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27735 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -2300426.750000 Penalty: 5111.401855
	Iteration 43Q: 3 clusters Score -2300427 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27736 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -2300439.250000 Penalty: 5111.401855
	Iteration 44Q: 3 clusters Score -2300439 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27741 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -2300450.500000 Penalty: 5111.401855
	Iteration 45Q: 3 clusters Score -2300450 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27739 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -2300458.000000 Penalty: 5111.401855
	Iteration 46Q: 3 clusters Score -2300458 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27742 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -2300456.750000 Penalty: 5111.401855
	Iteration 47Q: 3 clusters Score -2300457 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27751 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -2300461.000000 Penalty: 5111.401855
	Iteration 48Q: 3 clusters Score -2300461 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27751 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -2300465.000000 Penalty: 5111.401855
	Iteration 49Q: 3 clusters Score -2300465 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27751 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -2300474.000000 Penalty: 5111.401855
	Iteration 50Q: 3 clusters Score -2300474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27752 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -2300472.500000 Penalty: 5111.401855
	Iteration 51Q: 3 clusters Score -2300472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27753 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -2300470.750000 Penalty: 5111.401855
	Iteration 52Q: 3 clusters Score -2300471 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27753 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -2300470.750000 Penalty: 5111.401855
	Iteration 53F: 3 clusters Score -2300471 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (24822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24822 members 
Entering Unmasked Estep 
Score: -1953602.250000 Penalty: 2509.632568
	Iteration 0F: 2 clusters Score -1953602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -1936472.500000 Penalty: 5019.265137
	Iteration 0F: 3 clusters Score -1936472 nChanged 10934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -1942424.875000 Penalty: 5019.265137
	Iteration 1F: 3 clusters Score -1942425 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -1943062.750000 Penalty: 5019.265137
	Iteration 2F: 3 clusters Score -1943063 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -1943748.250000 Penalty: 5019.265137
	Iteration 3F: 3 clusters Score -1943748 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -1944417.750000 Penalty: 5019.265137
	Iteration 4F: 3 clusters Score -1944418 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -1945078.250000 Penalty: 5019.265137
	Iteration 5F: 3 clusters Score -1945078 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -1945729.750000 Penalty: 5019.265137
	Iteration 6F: 3 clusters Score -1945730 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -1946348.125000 Penalty: 5019.265137
	Iteration 7F: 3 clusters Score -1946348 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -1946942.625000 Penalty: 5019.265137
	Iteration 8Q: 3 clusters Score -1946943 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -1947527.625000 Penalty: 5019.265137
	Iteration 9Q: 3 clusters Score -1947528 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
Score: -1948079.125000 Penalty: 5019.265137
	Iteration 10Q: 3 clusters Score -1948079 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -1948572.250000 Penalty: 5019.265137
	Iteration 11Q: 3 clusters Score -1948572 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -1948894.750000 Penalty: 5019.265137
	Iteration 12Q: 3 clusters Score -1948895 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -1949154.500000 Penalty: 5019.265137
	Iteration 13Q: 3 clusters Score -1949154 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 14604 members 
Entering Unmasked Estep 
Score: -1949335.000000 Penalty: 5019.265137
	Iteration 14Q: 3 clusters Score -1949335 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
Score: -1949471.125000 Penalty: 5019.265137
	Iteration 15Q: 3 clusters Score -1949471 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -1949564.000000 Penalty: 5019.265137
	Iteration 16Q: 3 clusters Score -1949564 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 15434 members 
Entering Unmasked Estep 
Score: -1949655.250000 Penalty: 5019.265137
	Iteration 17Q: 3 clusters Score -1949655 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -1949719.375000 Penalty: 5019.265137
	Iteration 18Q: 3 clusters Score -1949719 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 15985 members 
Entering Unmasked Estep 
Score: -1949815.625000 Penalty: 5019.265137
	Iteration 19Q: 3 clusters Score -1949816 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -1949913.625000 Penalty: 5019.265137
	Iteration 20F: 3 clusters Score -1949914 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 16589 members 
Entering Unmasked Estep 
Score: -1950019.625000 Penalty: 5019.265137
	Iteration 21Q: 3 clusters Score -1950020 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 16910 members 
Entering Unmasked Estep 
Score: -1950121.625000 Penalty: 5019.265137
	Iteration 22Q: 3 clusters Score -1950122 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 17249 members 
Entering Unmasked Estep 
Score: -1950234.625000 Penalty: 5019.265137
	Iteration 23Q: 3 clusters Score -1950235 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 17574 members 
Entering Unmasked Estep 
Score: -1950335.625000 Penalty: 5019.265137
	Iteration 24Q: 3 clusters Score -1950336 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 17876 members 
Entering Unmasked Estep 
Score: -1950429.875000 Penalty: 5019.265137
	Iteration 25Q: 3 clusters Score -1950430 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 18211 members 
Entering Unmasked Estep 
Score: -1950545.875000 Penalty: 5019.265137
	Iteration 26Q: 3 clusters Score -1950546 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 18583 members 
Entering Unmasked Estep 
Score: -1950665.500000 Penalty: 5019.265137
	Iteration 27Q: 3 clusters Score -1950666 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 18953 members 
Entering Unmasked Estep 
Score: -1950809.000000 Penalty: 5019.265137
	Iteration 28Q: 3 clusters Score -1950809 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 19308 members 
Entering Unmasked Estep 
Score: -1950942.625000 Penalty: 5019.265137
	Iteration 29Q: 3 clusters Score -1950943 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 19653 members 
Entering Unmasked Estep 
Score: -1951068.500000 Penalty: 5019.265137
	Iteration 30Q: 3 clusters Score -1951068 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 19959 members 
Entering Unmasked Estep 
Score: -1951169.500000 Penalty: 5019.265137
	Iteration 31Q: 3 clusters Score -1951170 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 20251 members 
Entering Unmasked Estep 
Score: -1951287.125000 Penalty: 5019.265137
	Iteration 32Q: 3 clusters Score -1951287 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 20535 members 
Entering Unmasked Estep 
Score: -1951378.375000 Penalty: 5019.265137
	Iteration 33Q: 3 clusters Score -1951378 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 20810 members 
Entering Unmasked Estep 
Score: -1951502.875000 Penalty: 5019.265137
	Iteration 34Q: 3 clusters Score -1951503 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 21109 members 
Entering Unmasked Estep 
Score: -1951647.375000 Penalty: 5019.265137
	Iteration 35Q: 3 clusters Score -1951647 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 21414 members 
Entering Unmasked Estep 
Score: -1951781.875000 Penalty: 5019.265137
	Iteration 36Q: 3 clusters Score -1951782 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 21697 members 
Entering Unmasked Estep 
Score: -1951940.000000 Penalty: 5019.265137
	Iteration 37Q: 3 clusters Score -1951940 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 21976 members 
Entering Unmasked Estep 
Score: -1952090.125000 Penalty: 5019.265137
	Iteration 38Q: 3 clusters Score -1952090 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 22277 members 
Entering Unmasked Estep 
Score: -1952277.375000 Penalty: 5019.265137
	Iteration 39Q: 3 clusters Score -1952277 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 22538 members 
Entering Unmasked Estep 
Score: -1952444.500000 Penalty: 5019.265137
	Iteration 40F: 3 clusters Score -1952444 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 22755 members 
Entering Unmasked Estep 
Score: -1952584.625000 Penalty: 5019.265137
	Iteration 41Q: 3 clusters Score -1952585 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 22927 members 
Entering Unmasked Estep 
Score: -1952717.250000 Penalty: 5019.265137
	Iteration 42Q: 3 clusters Score -1952717 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 23092 members 
Entering Unmasked Estep 
Score: -1952885.000000 Penalty: 5019.265137
	Iteration 43Q: 3 clusters Score -1952885 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 23226 members 
Entering Unmasked Estep 
Score: -1953048.625000 Penalty: 5019.265137
	Iteration 44Q: 3 clusters Score -1953049 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 23316 members 
Entering Unmasked Estep 
Score: -1953155.750000 Penalty: 5019.265137
	Iteration 45Q: 3 clusters Score -1953156 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 23382 members 
Entering Unmasked Estep 
Score: -1953213.125000 Penalty: 5019.265137
	Iteration 46Q: 3 clusters Score -1953213 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 23438 members 
Entering Unmasked Estep 
Score: -1953247.625000 Penalty: 5019.265137
	Iteration 47Q: 3 clusters Score -1953248 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 23469 members 
Entering Unmasked Estep 
Score: -1953267.000000 Penalty: 5019.265137
	Iteration 48Q: 3 clusters Score -1953267 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 23492 members 
Entering Unmasked Estep 
Score: -1953276.125000 Penalty: 5019.265137
	Iteration 49Q: 3 clusters Score -1953276 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 23502 members 
Entering Unmasked Estep 
Score: -1953278.750000 Penalty: 5019.265137
	Iteration 50Q: 3 clusters Score -1953279 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 23514 members 
Entering Unmasked Estep 
Score: -1953284.750000 Penalty: 5019.265137
	Iteration 51Q: 3 clusters Score -1953285 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 23520 members 
Entering Unmasked Estep 
Score: -1953288.625000 Penalty: 5019.265137
	Iteration 52Q: 3 clusters Score -1953289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 23521 members 
Entering Unmasked Estep 
Score: -1953288.500000 Penalty: 5019.265137
	Iteration 53Q: 3 clusters Score -1953288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 23523 members 
Entering Unmasked Estep 
Score: -1953286.500000 Penalty: 5019.265137
	Iteration 54Q: 3 clusters Score -1953286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 23525 members 
Entering Unmasked Estep 
Score: -1953287.000000 Penalty: 5019.265137
	Iteration 55Q: 3 clusters Score -1953287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 23527 members 
Entering Unmasked Estep 
Score: -1953289.375000 Penalty: 5019.265137
	Iteration 56Q: 3 clusters Score -1953289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 23529 members 
Entering Unmasked Estep 
Score: -1953286.375000 Penalty: 5019.265137
	Iteration 57Q: 3 clusters Score -1953286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 23530 members 
Entering Unmasked Estep 
Score: -1953287.875000 Penalty: 5019.265137
	Iteration 58Q: 3 clusters Score -1953288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 23531 members 
Entering Unmasked Estep 
Score: -1953290.125000 Penalty: 5019.265137
	Iteration 59Q: 3 clusters Score -1953290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 23531 members 
Entering Unmasked Estep 
Score: -1953290.125000 Penalty: 5019.265137
	Iteration 60F: 3 clusters Score -1953290 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (17481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17481 members 
Entering Unmasked Estep 
Score: -1439087.875000 Penalty: 2422.679688
	Iteration 0F: 2 clusters Score -1439088 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 8686 members 
Entering Unmasked Estep 
Score: -1426599.125000 Penalty: 4845.359375
	Iteration 0F: 3 clusters Score -1426599 nChanged 7647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -1430692.125000 Penalty: 4845.359375
	Iteration 1F: 3 clusters Score -1430692 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1431139.125000 Penalty: 4845.359375
	Iteration 2F: 3 clusters Score -1431139 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1431631.000000 Penalty: 4845.359375
	Iteration 3F: 3 clusters Score -1431631 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1432358.500000 Penalty: 4845.359375
	Iteration 4F: 3 clusters Score -1432358 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1433269.250000 Penalty: 4845.359375
	Iteration 5F: 3 clusters Score -1433269 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1434303.500000 Penalty: 4845.359375
	Iteration 6F: 3 clusters Score -1434304 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1435343.750000 Penalty: 4845.359375
	Iteration 7F: 3 clusters Score -1435344 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1436235.250000 Penalty: 4845.359375
	Iteration 8F: 3 clusters Score -1436235 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1436746.875000 Penalty: 4845.359375
	Iteration 9Q: 3 clusters Score -1436747 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1437010.125000 Penalty: 4845.359375
	Iteration 10Q: 3 clusters Score -1437010 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1437180.250000 Penalty: 4845.359375
	Iteration 11Q: 3 clusters Score -1437180 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1437276.125000 Penalty: 4845.359375
	Iteration 12Q: 3 clusters Score -1437276 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1437345.500000 Penalty: 4845.359375
	Iteration 13Q: 3 clusters Score -1437346 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15491 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1437401.750000 Penalty: 4845.359375
	Iteration 14Q: 3 clusters Score -1437402 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1437448.500000 Penalty: 4845.359375
	Iteration 15Q: 3 clusters Score -1437448 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15662 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1437484.125000 Penalty: 4845.359375
	Iteration 16Q: 3 clusters Score -1437484 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1437507.625000 Penalty: 4845.359375
	Iteration 17Q: 3 clusters Score -1437508 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15776 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1437526.250000 Penalty: 4845.359375
	Iteration 18Q: 3 clusters Score -1437526 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15812 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1437536.625000 Penalty: 4845.359375
	Iteration 19Q: 3 clusters Score -1437537 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1437550.750000 Penalty: 4845.359375
	Iteration 20F: 3 clusters Score -1437551 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1437565.000000 Penalty: 4845.359375
	Iteration 21Q: 3 clusters Score -1437565 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15930 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1437581.750000 Penalty: 4845.359375
	Iteration 22Q: 3 clusters Score -1437582 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1437586.250000 Penalty: 4845.359375
	Iteration 23Q: 3 clusters Score -1437586 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1437593.875000 Penalty: 4845.359375
	Iteration 24Q: 3 clusters Score -1437594 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1437602.625000 Penalty: 4845.359375
	Iteration 25Q: 3 clusters Score -1437603 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1437605.125000 Penalty: 4845.359375
	Iteration 26Q: 3 clusters Score -1437605 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16048 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1437612.750000 Penalty: 4845.359375
	Iteration 27Q: 3 clusters Score -1437613 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1437613.875000 Penalty: 4845.359375
	Iteration 28Q: 3 clusters Score -1437614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1437613.875000 Penalty: 4845.359375
	Iteration 29Q: 3 clusters Score -1437614 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1437618.625000 Penalty: 4845.359375
	Iteration 30Q: 3 clusters Score -1437619 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1437624.375000 Penalty: 4845.359375
	Iteration 31Q: 3 clusters Score -1437624 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16098 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1437624.750000 Penalty: 4845.359375
	Iteration 32Q: 3 clusters Score -1437625 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16106 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1437626.500000 Penalty: 4845.359375
	Iteration 33Q: 3 clusters Score -1437626 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16117 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1437629.375000 Penalty: 4845.359375
	Iteration 34Q: 3 clusters Score -1437629 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16125 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1437634.375000 Penalty: 4845.359375
	Iteration 35Q: 3 clusters Score -1437634 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1437644.625000 Penalty: 4845.359375
	Iteration 36Q: 3 clusters Score -1437645 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1437645.125000 Penalty: 4845.359375
	Iteration 37Q: 3 clusters Score -1437645 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16158 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1437646.750000 Penalty: 4845.359375
	Iteration 38Q: 3 clusters Score -1437647 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1437648.875000 Penalty: 4845.359375
	Iteration 39Q: 3 clusters Score -1437649 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1437654.625000 Penalty: 4845.359375
	Iteration 40F: 3 clusters Score -1437655 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16187 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1437660.250000 Penalty: 4845.359375
	Iteration 41Q: 3 clusters Score -1437660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16193 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1437661.000000 Penalty: 4845.359375
	Iteration 42Q: 3 clusters Score -1437661 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1437662.000000 Penalty: 4845.359375
	Iteration 43Q: 3 clusters Score -1437662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1437662.875000 Penalty: 4845.359375
	Iteration 44Q: 3 clusters Score -1437663 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16213 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1437664.500000 Penalty: 4845.359375
	Iteration 45Q: 3 clusters Score -1437664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1437665.625000 Penalty: 4845.359375
	Iteration 46Q: 3 clusters Score -1437666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16221 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1437665.375000 Penalty: 4845.359375
	Iteration 47Q: 3 clusters Score -1437665 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16226 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1437665.125000 Penalty: 4845.359375
	Iteration 48Q: 3 clusters Score -1437665 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1437665.125000 Penalty: 4845.359375
	Iteration 49Q: 3 clusters Score -1437665 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1437668.375000 Penalty: 4845.359375
	Iteration 50Q: 3 clusters Score -1437668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1437668.000000 Penalty: 4845.359375
	Iteration 51Q: 3 clusters Score -1437668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16247 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1437670.375000 Penalty: 4845.359375
	Iteration 52Q: 3 clusters Score -1437670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1437671.750000 Penalty: 4845.359375
	Iteration 53Q: 3 clusters Score -1437672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16259 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1437675.375000 Penalty: 4845.359375
	Iteration 54Q: 3 clusters Score -1437675 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16264 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1437676.500000 Penalty: 4845.359375
	Iteration 55Q: 3 clusters Score -1437676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1437678.500000 Penalty: 4845.359375
	Iteration 56Q: 3 clusters Score -1437678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16277 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1437681.625000 Penalty: 4845.359375
	Iteration 57Q: 3 clusters Score -1437682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16281 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1437684.750000 Penalty: 4845.359375
	Iteration 58Q: 3 clusters Score -1437685 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16288 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1437688.500000 Penalty: 4845.359375
	Iteration 59Q: 3 clusters Score -1437688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1437685.375000 Penalty: 4845.359375
	Iteration 60F: 3 clusters Score -1437685 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1437687.625000 Penalty: 4845.359375
	Iteration 61Q: 3 clusters Score -1437688 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16312 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1437695.000000 Penalty: 4845.359375
	Iteration 62Q: 3 clusters Score -1437695 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16326 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1437695.750000 Penalty: 4845.359375
	Iteration 63Q: 3 clusters Score -1437696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16332 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1437699.000000 Penalty: 4845.359375
	Iteration 64Q: 3 clusters Score -1437699 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1437701.125000 Penalty: 4845.359375
	Iteration 65Q: 3 clusters Score -1437701 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16347 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1437704.750000 Penalty: 4845.359375
	Iteration 66Q: 3 clusters Score -1437705 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1437706.500000 Penalty: 4845.359375
	Iteration 67Q: 3 clusters Score -1437706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16354 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1437707.500000 Penalty: 4845.359375
	Iteration 68Q: 3 clusters Score -1437708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1437709.125000 Penalty: 4845.359375
	Iteration 69Q: 3 clusters Score -1437709 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1437711.250000 Penalty: 4845.359375
	Iteration 70Q: 3 clusters Score -1437711 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16369 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1437713.625000 Penalty: 4845.359375
	Iteration 71Q: 3 clusters Score -1437714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1437716.750000 Penalty: 4845.359375
	Iteration 72Q: 3 clusters Score -1437717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16378 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1437715.000000 Penalty: 4845.359375
	Iteration 73Q: 3 clusters Score -1437715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16379 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1437718.375000 Penalty: 4845.359375
	Iteration 74Q: 3 clusters Score -1437718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1437717.250000 Penalty: 4845.359375
	Iteration 75Q: 3 clusters Score -1437717 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1437717.250000 Penalty: 4845.359375
	Iteration 76F: 3 clusters Score -1437717 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (170694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170694 members 
Entering Unmasked Estep 
Score: -13584071.000000 Penalty: 2987.811523
	Iteration 0F: 2 clusters Score -1.358407e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85687 members 
Mstep: Class 2 contains 85007 members 
Entering Unmasked Estep 
Score: -13469749.000000 Penalty: 5975.623047
	Iteration 0F: 3 clusters Score -1.346975e+07 nChanged 81863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91064 members 
Mstep: Class 2 contains 79630 members 
Entering Unmasked Estep 
Score: -13517642.000000 Penalty: 5975.623047
	Iteration 1F: 3 clusters Score -1.351764e+07 nChanged 5803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94673 members 
Mstep: Class 2 contains 76021 members 
Entering Unmasked Estep 
Score: -13519312.000000 Penalty: 5975.623047
	Iteration 2Q: 3 clusters Score -1.351931e+07 nChanged 7047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100170 members 
Mstep: Class 2 contains 70524 members 
Entering Unmasked Estep 
Score: -13522045.000000 Penalty: 5975.623047
	Iteration 3Q: 3 clusters Score -1.352204e+07 nChanged 9304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108402 members 
Mstep: Class 2 contains 62292 members 
Entering Unmasked Estep 
Score: -13526902.000000 Penalty: 5975.623047
	Iteration 4F: 3 clusters Score -1.35269e+07 nChanged 12055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119783 members 
Mstep: Class 2 contains 50911 members 
Entering Unmasked Estep 
Score: -13535082.000000 Penalty: 5975.623047
	Iteration 5F: 3 clusters Score -1.353508e+07 nChanged 14380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133857 members 
Mstep: Class 2 contains 36837 members 
Entering Unmasked Estep 
Score: -13547118.000000 Penalty: 5975.623047
	Iteration 6F: 3 clusters Score -1.354712e+07 nChanged 14293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148040 members 
Mstep: Class 2 contains 22654 members 
Entering Unmasked Estep 
Score: -13560439.000000 Penalty: 5975.623047
	Iteration 7F: 3 clusters Score -1.356044e+07 nChanged 11115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159117 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -13571142.000000 Penalty: 5975.623047
	Iteration 8F: 3 clusters Score -1.357114e+07 nChanged 6587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165696 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -13577253.000000 Penalty: 5975.623047
	Iteration 9Q: 3 clusters Score -1.357725e+07 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168599 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -13579836.000000 Penalty: 5975.623047
	Iteration 10Q: 3 clusters Score -1.357984e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169668 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -13580770.000000 Penalty: 5975.623047
	Iteration 11Q: 3 clusters Score -1.358077e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170080 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -13581121.000000 Penalty: 5975.623047
	Iteration 12Q: 3 clusters Score -1.358112e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170215 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -13581280.000000 Penalty: 5975.623047
	Iteration 13Q: 3 clusters Score -1.358128e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170270 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -13581346.000000 Penalty: 5975.623047
	Iteration 14Q: 3 clusters Score -1.358135e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170293 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -13581417.000000 Penalty: 5975.623047
	Iteration 15Q: 3 clusters Score -1.358142e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170301 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -13581449.000000 Penalty: 5975.623047
	Iteration 16Q: 3 clusters Score -1.358145e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170299 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -13581485.000000 Penalty: 5975.623047
	Iteration 17Q: 3 clusters Score -1.358148e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170306 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -13581501.000000 Penalty: 5975.623047
	Iteration 18Q: 3 clusters Score -1.35815e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170310 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -13581509.000000 Penalty: 5975.623047
	Iteration 19Q: 3 clusters Score -1.358151e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170311 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -13581503.000000 Penalty: 5975.623047
	Iteration 20F: 3 clusters Score -1.35815e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170314 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -13581521.000000 Penalty: 5975.623047
	Iteration 21Q: 3 clusters Score -1.358152e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170316 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -13581524.000000 Penalty: 5975.623047
	Iteration 22Q: 3 clusters Score -1.358152e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170323 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -13581537.000000 Penalty: 5975.623047
	Iteration 23Q: 3 clusters Score -1.358154e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170327 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -13581532.000000 Penalty: 5975.623047
	Iteration 24Q: 3 clusters Score -1.358153e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170329 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -13581547.000000 Penalty: 5975.623047
	Iteration 25Q: 3 clusters Score -1.358155e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170334 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -13581542.000000 Penalty: 5975.623047
	Iteration 26Q: 3 clusters Score -1.358154e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170333 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -13581540.000000 Penalty: 5975.623047
	Iteration 27Q: 3 clusters Score -1.358154e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170333 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -13581545.000000 Penalty: 5975.623047
	Iteration 28Q: 3 clusters Score -1.358154e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170334 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -13581553.000000 Penalty: 5975.623047
	Iteration 29Q: 3 clusters Score -1.358155e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170336 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -13581556.000000 Penalty: 5975.623047
	Iteration 30Q: 3 clusters Score -1.358156e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170335 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -13581551.000000 Penalty: 5975.623047
	Iteration 31Q: 3 clusters Score -1.358155e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170335 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -13581551.000000 Penalty: 5975.623047
	Iteration 32F: 3 clusters Score -1.358155e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (27962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27962 members 
Entering Unmasked Estep 
Score: -2293279.250000 Penalty: 2539.173340
	Iteration 0F: 2 clusters Score -2293279 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -2274071.000000 Penalty: 5078.346680
	Iteration 0F: 3 clusters Score -2274071 nChanged 12561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -2280882.750000 Penalty: 5078.346680
	Iteration 1F: 3 clusters Score -2280883 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -2281350.000000 Penalty: 5078.346680
	Iteration 2Q: 3 clusters Score -2281350 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -2281821.000000 Penalty: 5078.346680
	Iteration 3Q: 3 clusters Score -2281821 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -2282284.250000 Penalty: 5078.346680
	Iteration 4Q: 3 clusters Score -2282284 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -2282724.250000 Penalty: 5078.346680
	Iteration 5Q: 3 clusters Score -2282724 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -2283276.750000 Penalty: 5078.346680
	Iteration 6Q: 3 clusters Score -2283277 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -2283969.250000 Penalty: 5078.346680
	Iteration 7Q: 3 clusters Score -2283969 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -2284871.000000 Penalty: 5078.346680
	Iteration 8Q: 3 clusters Score -2284871 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -2285892.750000 Penalty: 5078.346680
	Iteration 9F: 3 clusters Score -2285893 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 14158 members 
Entering Unmasked Estep 
Score: -2286848.000000 Penalty: 5078.346680
	Iteration 10F: 3 clusters Score -2286848 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -2287488.750000 Penalty: 5078.346680
	Iteration 11Q: 3 clusters Score -2287489 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -2287832.500000 Penalty: 5078.346680
	Iteration 12Q: 3 clusters Score -2287832 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -2288021.250000 Penalty: 5078.346680
	Iteration 13Q: 3 clusters Score -2288021 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
Score: -2288115.500000 Penalty: 5078.346680
	Iteration 14Q: 3 clusters Score -2288116 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -2288201.250000 Penalty: 5078.346680
	Iteration 15Q: 3 clusters Score -2288201 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -2288271.500000 Penalty: 5078.346680
	Iteration 16Q: 3 clusters Score -2288272 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -2288336.750000 Penalty: 5078.346680
	Iteration 17Q: 3 clusters Score -2288337 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -2288397.000000 Penalty: 5078.346680
	Iteration 18Q: 3 clusters Score -2288397 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -2288451.750000 Penalty: 5078.346680
	Iteration 19Q: 3 clusters Score -2288452 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -2288500.250000 Penalty: 5078.346680
	Iteration 20F: 3 clusters Score -2288500 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -2288532.750000 Penalty: 5078.346680
	Iteration 21Q: 3 clusters Score -2288533 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 15871 members 
Entering Unmasked Estep 
Score: -2288554.500000 Penalty: 5078.346680
	Iteration 22Q: 3 clusters Score -2288554 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 15982 members 
Entering Unmasked Estep 
Score: -2288586.250000 Penalty: 5078.346680
	Iteration 23Q: 3 clusters Score -2288586 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
Score: -2288618.750000 Penalty: 5078.346680
	Iteration 24Q: 3 clusters Score -2288619 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 16262 members 
Entering Unmasked Estep 
Score: -2288647.250000 Penalty: 5078.346680
	Iteration 25Q: 3 clusters Score -2288647 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 16387 members 
Entering Unmasked Estep 
Score: -2288678.500000 Penalty: 5078.346680
	Iteration 26Q: 3 clusters Score -2288678 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 16524 members 
Entering Unmasked Estep 
Score: -2288699.000000 Penalty: 5078.346680
	Iteration 27Q: 3 clusters Score -2288699 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
Score: -2288732.250000 Penalty: 5078.346680
	Iteration 28Q: 3 clusters Score -2288732 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -2288754.500000 Penalty: 5078.346680
	Iteration 29Q: 3 clusters Score -2288754 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -2288768.750000 Penalty: 5078.346680
	Iteration 30Q: 3 clusters Score -2288769 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 17050 members 
Entering Unmasked Estep 
Score: -2288792.250000 Penalty: 5078.346680
	Iteration 31Q: 3 clusters Score -2288792 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 17167 members 
Entering Unmasked Estep 
Score: -2288819.000000 Penalty: 5078.346680
	Iteration 32Q: 3 clusters Score -2288819 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 17270 members 
Entering Unmasked Estep 
Score: -2288830.250000 Penalty: 5078.346680
	Iteration 33Q: 3 clusters Score -2288830 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 17384 members 
Entering Unmasked Estep 
Score: -2288843.000000 Penalty: 5078.346680
	Iteration 34Q: 3 clusters Score -2288843 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 17485 members 
Entering Unmasked Estep 
Score: -2288869.750000 Penalty: 5078.346680
	Iteration 35Q: 3 clusters Score -2288870 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 17585 members 
Entering Unmasked Estep 
Score: -2288883.250000 Penalty: 5078.346680
	Iteration 36Q: 3 clusters Score -2288883 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 17686 members 
Entering Unmasked Estep 
Score: -2288905.000000 Penalty: 5078.346680
	Iteration 37Q: 3 clusters Score -2288905 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 17797 members 
Entering Unmasked Estep 
Score: -2288909.000000 Penalty: 5078.346680
	Iteration 38Q: 3 clusters Score -2288909 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 17902 members 
Entering Unmasked Estep 
Score: -2288940.750000 Penalty: 5078.346680
	Iteration 39Q: 3 clusters Score -2288941 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 17999 members 
Entering Unmasked Estep 
Score: -2288954.250000 Penalty: 5078.346680
	Iteration 40F: 3 clusters Score -2288954 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 18101 members 
Entering Unmasked Estep 
Score: -2288958.500000 Penalty: 5078.346680
	Iteration 41Q: 3 clusters Score -2288958 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 18211 members 
Entering Unmasked Estep 
Score: -2288974.500000 Penalty: 5078.346680
	Iteration 42Q: 3 clusters Score -2288974 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 18324 members 
Entering Unmasked Estep 
Score: -2288999.000000 Penalty: 5078.346680
	Iteration 43Q: 3 clusters Score -2288999 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 18443 members 
Entering Unmasked Estep 
Score: -2289015.000000 Penalty: 5078.346680
	Iteration 44Q: 3 clusters Score -2289015 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 18554 members 
Entering Unmasked Estep 
Score: -2289033.250000 Penalty: 5078.346680
	Iteration 45Q: 3 clusters Score -2289033 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 18655 members 
Entering Unmasked Estep 
Score: -2289049.750000 Penalty: 5078.346680
	Iteration 46Q: 3 clusters Score -2289050 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 18747 members 
Entering Unmasked Estep 
Score: -2289059.000000 Penalty: 5078.346680
	Iteration 47Q: 3 clusters Score -2289059 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 18867 members 
Entering Unmasked Estep 
Score: -2289069.000000 Penalty: 5078.346680
	Iteration 48Q: 3 clusters Score -2289069 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 19004 members 
Entering Unmasked Estep 
Score: -2289103.500000 Penalty: 5078.346680
	Iteration 49Q: 3 clusters Score -2289104 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 19137 members 
Entering Unmasked Estep 
Score: -2289133.500000 Penalty: 5078.346680
	Iteration 50Q: 3 clusters Score -2289134 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 19264 members 
Entering Unmasked Estep 
Score: -2289150.750000 Penalty: 5078.346680
	Iteration 51Q: 3 clusters Score -2289151 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 19411 members 
Entering Unmasked Estep 
Score: -2289168.750000 Penalty: 5078.346680
	Iteration 52Q: 3 clusters Score -2289169 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 19555 members 
Entering Unmasked Estep 
Score: -2289192.500000 Penalty: 5078.346680
	Iteration 53Q: 3 clusters Score -2289192 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 19684 members 
Entering Unmasked Estep 
Score: -2289217.000000 Penalty: 5078.346680
	Iteration 54Q: 3 clusters Score -2289217 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 19820 members 
Entering Unmasked Estep 
Score: -2289236.000000 Penalty: 5078.346680
	Iteration 55Q: 3 clusters Score -2289236 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 19952 members 
Entering Unmasked Estep 
Score: -2289256.750000 Penalty: 5078.346680
	Iteration 56Q: 3 clusters Score -2289257 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 20076 members 
Entering Unmasked Estep 
Score: -2289271.500000 Penalty: 5078.346680
	Iteration 57Q: 3 clusters Score -2289272 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 20184 members 
Entering Unmasked Estep 
Score: -2289298.250000 Penalty: 5078.346680
	Iteration 58Q: 3 clusters Score -2289298 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 20287 members 
Entering Unmasked Estep 
Score: -2289310.750000 Penalty: 5078.346680
	Iteration 59Q: 3 clusters Score -2289311 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 20402 members 
Entering Unmasked Estep 
Score: -2289335.750000 Penalty: 5078.346680
	Iteration 60F: 3 clusters Score -2289336 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 20512 members 
Entering Unmasked Estep 
Score: -2289344.500000 Penalty: 5078.346680
	Iteration 61Q: 3 clusters Score -2289344 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 20636 members 
Entering Unmasked Estep 
Score: -2289371.500000 Penalty: 5078.346680
	Iteration 62Q: 3 clusters Score -2289372 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 20771 members 
Entering Unmasked Estep 
Score: -2289393.500000 Penalty: 5078.346680
	Iteration 63Q: 3 clusters Score -2289394 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 20910 members 
Entering Unmasked Estep 
Score: -2289418.250000 Penalty: 5078.346680
	Iteration 64Q: 3 clusters Score -2289418 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 21071 members 
Entering Unmasked Estep 
Score: -2289456.250000 Penalty: 5078.346680
	Iteration 65Q: 3 clusters Score -2289456 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 21237 members 
Entering Unmasked Estep 
Score: -2289490.000000 Penalty: 5078.346680
	Iteration 66Q: 3 clusters Score -2289490 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 21380 members 
Entering Unmasked Estep 
Score: -2289516.500000 Penalty: 5078.346680
	Iteration 67Q: 3 clusters Score -2289516 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 21551 members 
Entering Unmasked Estep 
Score: -2289556.750000 Penalty: 5078.346680
	Iteration 68Q: 3 clusters Score -2289557 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 21719 members 
Entering Unmasked Estep 
Score: -2289596.000000 Penalty: 5078.346680
	Iteration 69Q: 3 clusters Score -2289596 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 21890 members 
Entering Unmasked Estep 
Score: -2289632.750000 Penalty: 5078.346680
	Iteration 70Q: 3 clusters Score -2289633 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 22050 members 
Entering Unmasked Estep 
Score: -2289654.750000 Penalty: 5078.346680
	Iteration 71Q: 3 clusters Score -2289655 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 22206 members 
Entering Unmasked Estep 
Score: -2289689.250000 Penalty: 5078.346680
	Iteration 72Q: 3 clusters Score -2289689 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 22356 members 
Entering Unmasked Estep 
Score: -2289722.750000 Penalty: 5078.346680
	Iteration 73Q: 3 clusters Score -2289723 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 22536 members 
Entering Unmasked Estep 
Score: -2289769.000000 Penalty: 5078.346680
	Iteration 74Q: 3 clusters Score -2289769 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 22718 members 
Entering Unmasked Estep 
Score: -2289809.500000 Penalty: 5078.346680
	Iteration 75Q: 3 clusters Score -2289810 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 22927 members 
Entering Unmasked Estep 
Score: -2289861.750000 Penalty: 5078.346680
	Iteration 76Q: 3 clusters Score -2289862 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 23128 members 
Entering Unmasked Estep 
Score: -2289909.500000 Penalty: 5078.346680
	Iteration 77Q: 3 clusters Score -2289910 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 23301 members 
Entering Unmasked Estep 
Score: -2289959.000000 Penalty: 5078.346680
	Iteration 78Q: 3 clusters Score -2289959 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 23476 members 
Entering Unmasked Estep 
Score: -2290014.750000 Penalty: 5078.346680
	Iteration 79Q: 3 clusters Score -2290015 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 23653 members 
Entering Unmasked Estep 
Score: -2290059.000000 Penalty: 5078.346680
	Iteration 80F: 3 clusters Score -2290059 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 23836 members 
Entering Unmasked Estep 
Score: -2290112.750000 Penalty: 5078.346680
	Iteration 81Q: 3 clusters Score -2290113 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 24026 members 
Entering Unmasked Estep 
Score: -2290165.250000 Penalty: 5078.346680
	Iteration 82Q: 3 clusters Score -2290165 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 24207 members 
Entering Unmasked Estep 
Score: -2290213.250000 Penalty: 5078.346680
	Iteration 83Q: 3 clusters Score -2290213 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 24368 members 
Entering Unmasked Estep 
Score: -2290257.000000 Penalty: 5078.346680
	Iteration 84Q: 3 clusters Score -2290257 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 24514 members 
Entering Unmasked Estep 
Score: -2290297.500000 Penalty: 5078.346680
	Iteration 85Q: 3 clusters Score -2290298 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 24675 members 
Entering Unmasked Estep 
Score: -2290367.750000 Penalty: 5078.346680
	Iteration 86Q: 3 clusters Score -2290368 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 24826 members 
Entering Unmasked Estep 
Score: -2290406.750000 Penalty: 5078.346680
	Iteration 87Q: 3 clusters Score -2290407 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 24978 members 
Entering Unmasked Estep 
Score: -2290454.750000 Penalty: 5078.346680
	Iteration 88Q: 3 clusters Score -2290455 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 25112 members 
Entering Unmasked Estep 
Score: -2290510.250000 Penalty: 5078.346680
	Iteration 89Q: 3 clusters Score -2290510 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 25236 members 
Entering Unmasked Estep 
Score: -2290540.250000 Penalty: 5078.346680
	Iteration 90Q: 3 clusters Score -2290540 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 25365 members 
Entering Unmasked Estep 
Score: -2290590.250000 Penalty: 5078.346680
	Iteration 91Q: 3 clusters Score -2290590 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 25476 members 
Entering Unmasked Estep 
Score: -2290630.000000 Penalty: 5078.346680
	Iteration 92Q: 3 clusters Score -2290630 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 25590 members 
Entering Unmasked Estep 
Score: -2290661.250000 Penalty: 5078.346680
	Iteration 93Q: 3 clusters Score -2290661 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 25686 members 
Entering Unmasked Estep 
Score: -2290691.000000 Penalty: 5078.346680
	Iteration 94Q: 3 clusters Score -2290691 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 25782 members 
Entering Unmasked Estep 
Score: -2290731.500000 Penalty: 5078.346680
	Iteration 95Q: 3 clusters Score -2290732 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 25873 members 
Entering Unmasked Estep 
Score: -2290763.750000 Penalty: 5078.346680
	Iteration 96Q: 3 clusters Score -2290764 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 25950 members 
Entering Unmasked Estep 
Score: -2290793.000000 Penalty: 5078.346680
	Iteration 97Q: 3 clusters Score -2290793 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 26016 members 
Entering Unmasked Estep 
Score: -2290809.000000 Penalty: 5078.346680
	Iteration 98Q: 3 clusters Score -2290809 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 26084 members 
Entering Unmasked Estep 
Score: -2290833.250000 Penalty: 5078.346680
	Iteration 99Q: 3 clusters Score -2290833 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 26150 members 
Entering Unmasked Estep 
Score: -2290852.750000 Penalty: 5078.346680
	Iteration 100F: 3 clusters Score -2290853 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 26215 members 
Entering Unmasked Estep 
Score: -2290876.750000 Penalty: 5078.346680
	Iteration 101Q: 3 clusters Score -2290877 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 26281 members 
Entering Unmasked Estep 
Score: -2290896.500000 Penalty: 5078.346680
	Iteration 102Q: 3 clusters Score -2290896 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 26345 members 
Entering Unmasked Estep 
Score: -2290923.500000 Penalty: 5078.346680
	Iteration 103Q: 3 clusters Score -2290924 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 26400 members 
Entering Unmasked Estep 
Score: -2290932.500000 Penalty: 5078.346680
	Iteration 104Q: 3 clusters Score -2290932 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 26441 members 
Entering Unmasked Estep 
Score: -2290941.250000 Penalty: 5078.346680
	Iteration 105Q: 3 clusters Score -2290941 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 26468 members 
Entering Unmasked Estep 
Score: -2290956.250000 Penalty: 5078.346680
	Iteration 106Q: 3 clusters Score -2290956 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 26499 members 
Entering Unmasked Estep 
Score: -2290968.250000 Penalty: 5078.346680
	Iteration 107Q: 3 clusters Score -2290968 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 26534 members 
Entering Unmasked Estep 
Score: -2290982.250000 Penalty: 5078.346680
	Iteration 108Q: 3 clusters Score -2290982 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 26566 members 
Entering Unmasked Estep 
Score: -2290988.250000 Penalty: 5078.346680
	Iteration 109Q: 3 clusters Score -2290988 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 26591 members 
Entering Unmasked Estep 
Score: -2290995.500000 Penalty: 5078.346680
	Iteration 110Q: 3 clusters Score -2290996 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 26624 members 
Entering Unmasked Estep 
Score: -2291008.250000 Penalty: 5078.346680
	Iteration 111Q: 3 clusters Score -2291008 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 26652 members 
Entering Unmasked Estep 
Score: -2291029.250000 Penalty: 5078.346680
	Iteration 112Q: 3 clusters Score -2291029 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 26680 members 
Entering Unmasked Estep 
Score: -2291033.750000 Penalty: 5078.346680
	Iteration 113Q: 3 clusters Score -2291034 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 26705 members 
Entering Unmasked Estep 
Score: -2291036.500000 Penalty: 5078.346680
	Iteration 114Q: 3 clusters Score -2291036 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 26726 members 
Entering Unmasked Estep 
Score: -2291046.500000 Penalty: 5078.346680
	Iteration 115Q: 3 clusters Score -2291046 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 26741 members 
Entering Unmasked Estep 
Score: -2291045.750000 Penalty: 5078.346680
	Iteration 116Q: 3 clusters Score -2291046 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 26753 members 
Entering Unmasked Estep 
Score: -2291052.250000 Penalty: 5078.346680
	Iteration 117Q: 3 clusters Score -2291052 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 26767 members 
Entering Unmasked Estep 
Score: -2291054.500000 Penalty: 5078.346680
	Iteration 118Q: 3 clusters Score -2291054 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 26777 members 
Entering Unmasked Estep 
Score: -2291053.500000 Penalty: 5078.346680
	Iteration 119Q: 3 clusters Score -2291054 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 26785 members 
Entering Unmasked Estep 
Score: -2291056.250000 Penalty: 5078.346680
	Iteration 120F: 3 clusters Score -2291056 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 26801 members 
Entering Unmasked Estep 
Score: -2291062.000000 Penalty: 5078.346680
	Iteration 121Q: 3 clusters Score -2291062 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 26815 members 
Entering Unmasked Estep 
Score: -2291073.000000 Penalty: 5078.346680
	Iteration 122Q: 3 clusters Score -2291073 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 26825 members 
Entering Unmasked Estep 
Score: -2291073.750000 Penalty: 5078.346680
	Iteration 123Q: 3 clusters Score -2291074 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 26835 members 
Entering Unmasked Estep 
Score: -2291073.500000 Penalty: 5078.346680
	Iteration 124Q: 3 clusters Score -2291074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 26840 members 
Entering Unmasked Estep 
Score: -2291076.000000 Penalty: 5078.346680
	Iteration 125Q: 3 clusters Score -2291076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 26844 members 
Entering Unmasked Estep 
Score: -2291077.500000 Penalty: 5078.346680
	Iteration 126Q: 3 clusters Score -2291078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 26846 members 
Entering Unmasked Estep 
Score: -2291076.750000 Penalty: 5078.346680
	Iteration 127Q: 3 clusters Score -2291077 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 26846 members 
Entering Unmasked Estep 
Score: -2291076.750000 Penalty: 5078.346680
	Iteration 128F: 3 clusters Score -2291077 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Entering Unmasked Estep 
Score: -144005.906250 Penalty: 1922.472534
	Iteration 0F: 2 clusters Score -144005.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -141296.093750 Penalty: 3844.945068
	Iteration 0F: 3 clusters Score -141296.1 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -142029.656250 Penalty: 3844.945068
	Iteration 1F: 3 clusters Score -142029.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -142320.734375 Penalty: 3844.945068
	Iteration 2F: 3 clusters Score -142320.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -142525.828125 Penalty: 3844.945068
	Iteration 3F: 3 clusters Score -142525.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -142672.859375 Penalty: 3844.945068
	Iteration 4Q: 3 clusters Score -142672.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -142835.687500 Penalty: 3844.945068
	Iteration 5Q: 3 clusters Score -142835.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -142956.437500 Penalty: 3844.945068
	Iteration 6Q: 3 clusters Score -142956.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -143070.328125 Penalty: 3844.945068
	Iteration 7Q: 3 clusters Score -143070.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -143151.218750 Penalty: 3844.945068
	Iteration 8Q: 3 clusters Score -143151.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -143203.609375 Penalty: 3844.945068
	Iteration 9Q: 3 clusters Score -143203.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -143249.125000 Penalty: 3844.945068
	Iteration 10Q: 3 clusters Score -143249.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -143300.187500 Penalty: 3844.945068
	Iteration 11Q: 3 clusters Score -143300.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -143345.375000 Penalty: 3844.945068
	Iteration 12Q: 3 clusters Score -143345.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -143381.609375 Penalty: 3844.945068
	Iteration 13Q: 3 clusters Score -143381.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -143415.750000 Penalty: 3844.945068
	Iteration 14Q: 3 clusters Score -143415.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -143433.234375 Penalty: 3844.945068
	Iteration 15Q: 3 clusters Score -143433.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -143442.156250 Penalty: 3844.945068
	Iteration 16Q: 3 clusters Score -143442.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -143453.437500 Penalty: 3844.945068
	Iteration 17Q: 3 clusters Score -143453.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -143465.359375 Penalty: 3844.945068
	Iteration 18Q: 3 clusters Score -143465.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -143481.671875 Penalty: 3844.945068
	Iteration 19Q: 3 clusters Score -143481.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -143488.062500 Penalty: 3844.945068
	Iteration 20F: 3 clusters Score -143488.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -143497.546875 Penalty: 3844.945068
	Iteration 21Q: 3 clusters Score -143497.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -143512.031250 Penalty: 3844.945068
	Iteration 22Q: 3 clusters Score -143512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -143522.515625 Penalty: 3844.945068
	Iteration 23Q: 3 clusters Score -143522.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -143540.312500 Penalty: 3844.945068
	Iteration 24Q: 3 clusters Score -143540.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -143567.281250 Penalty: 3844.945068
	Iteration 25Q: 3 clusters Score -143567.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -143592.093750 Penalty: 3844.945068
	Iteration 26Q: 3 clusters Score -143592.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -143595.546875 Penalty: 3844.945068
	Iteration 27Q: 3 clusters Score -143595.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -143595.890625 Penalty: 3844.945068
	Iteration 28Q: 3 clusters Score -143595.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -143596.156250 Penalty: 3844.945068
	Iteration 29Q: 3 clusters Score -143596.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -143596.156250 Penalty: 3844.945068
	Iteration 30F: 3 clusters Score -143596.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Entering Unmasked Estep 
Score: -157541.421875 Penalty: 1923.536499
	Iteration 0F: 2 clusters Score -157541.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -154723.875000 Penalty: 3847.072998
	Iteration 0F: 3 clusters Score -154723.9 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -155293.203125 Penalty: 3847.072998
	Iteration 1F: 3 clusters Score -155293.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -155458.796875 Penalty: 3847.072998
	Iteration 2F: 3 clusters Score -155458.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -155539.781250 Penalty: 3847.072998
	Iteration 3Q: 3 clusters Score -155539.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -155579.765625 Penalty: 3847.072998
	Iteration 4Q: 3 clusters Score -155579.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -155605.312500 Penalty: 3847.072998
	Iteration 5Q: 3 clusters Score -155605.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -155626.359375 Penalty: 3847.072998
	Iteration 6Q: 3 clusters Score -155626.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -155650.562500 Penalty: 3847.072998
	Iteration 7Q: 3 clusters Score -155650.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -155668.093750 Penalty: 3847.072998
	Iteration 8Q: 3 clusters Score -155668.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -155682.031250 Penalty: 3847.072998
	Iteration 9Q: 3 clusters Score -155682 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -155694.875000 Penalty: 3847.072998
	Iteration 10Q: 3 clusters Score -155694.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -155699.031250 Penalty: 3847.072998
	Iteration 11Q: 3 clusters Score -155699 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -155701.468750 Penalty: 3847.072998
	Iteration 12Q: 3 clusters Score -155701.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -155701.937500 Penalty: 3847.072998
	Iteration 13Q: 3 clusters Score -155701.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -155701.937500 Penalty: 3847.072998
	Iteration 14F: 3 clusters Score -155701.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (8202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Entering Unmasked Estep 
Score: -629129.375000 Penalty: 2235.009033
	Iteration 0F: 2 clusters Score -629129.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -622628.000000 Penalty: 4470.018066
	Iteration 0F: 3 clusters Score -622628 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -624453.750000 Penalty: 4470.018066
	Iteration 1F: 3 clusters Score -624453.8 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -624729.375000 Penalty: 4470.018066
	Iteration 2F: 3 clusters Score -624729.4 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -624934.937500 Penalty: 4470.018066
	Iteration 3Q: 3 clusters Score -624934.9 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -625135.437500 Penalty: 4470.018066
	Iteration 4Q: 3 clusters Score -625135.4 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -625323.875000 Penalty: 4470.018066
	Iteration 5Q: 3 clusters Score -625323.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -625502.312500 Penalty: 4470.018066
	Iteration 6Q: 3 clusters Score -625502.3 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -625663.500000 Penalty: 4470.018066
	Iteration 7Q: 3 clusters Score -625663.5 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -625824.000000 Penalty: 4470.018066
	Iteration 8Q: 3 clusters Score -625824 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -625969.562500 Penalty: 4470.018066
	Iteration 9Q: 3 clusters Score -625969.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -626113.875000 Penalty: 4470.018066
	Iteration 10Q: 3 clusters Score -626113.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -626245.125000 Penalty: 4470.018066
	Iteration 11Q: 3 clusters Score -626245.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -626393.312500 Penalty: 4470.018066
	Iteration 12Q: 3 clusters Score -626393.3 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -626528.187500 Penalty: 4470.018066
	Iteration 13Q: 3 clusters Score -626528.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -626668.437500 Penalty: 4470.018066
	Iteration 14Q: 3 clusters Score -626668.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -626786.562500 Penalty: 4470.018066
	Iteration 15Q: 3 clusters Score -626786.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -626895.375000 Penalty: 4470.018066
	Iteration 16Q: 3 clusters Score -626895.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -626995.375000 Penalty: 4470.018066
	Iteration 17Q: 3 clusters Score -626995.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -627092.312500 Penalty: 4470.018066
	Iteration 18Q: 3 clusters Score -627092.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -627185.875000 Penalty: 4470.018066
	Iteration 19Q: 3 clusters Score -627185.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -627263.437500 Penalty: 4470.018066
	Iteration 20F: 3 clusters Score -627263.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -627353.687500 Penalty: 4470.018066
	Iteration 21Q: 3 clusters Score -627353.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -627434.500000 Penalty: 4470.018066
	Iteration 22Q: 3 clusters Score -627434.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -627497.937500 Penalty: 4470.018066
	Iteration 23Q: 3 clusters Score -627497.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -627553.687500 Penalty: 4470.018066
	Iteration 24Q: 3 clusters Score -627553.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -627587.750000 Penalty: 4470.018066
	Iteration 25Q: 3 clusters Score -627587.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -627617.375000 Penalty: 4470.018066
	Iteration 26Q: 3 clusters Score -627617.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -627639.250000 Penalty: 4470.018066
	Iteration 27Q: 3 clusters Score -627639.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -627657.000000 Penalty: 4470.018066
	Iteration 28Q: 3 clusters Score -627657 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -627670.375000 Penalty: 4470.018066
	Iteration 29Q: 3 clusters Score -627670.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -627679.062500 Penalty: 4470.018066
	Iteration 30Q: 3 clusters Score -627679.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -627690.375000 Penalty: 4470.018066
	Iteration 31Q: 3 clusters Score -627690.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -627699.625000 Penalty: 4470.018066
	Iteration 32Q: 3 clusters Score -627699.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -627706.125000 Penalty: 4470.018066
	Iteration 33Q: 3 clusters Score -627706.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -627713.625000 Penalty: 4470.018066
	Iteration 34Q: 3 clusters Score -627713.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -627718.187500 Penalty: 4470.018066
	Iteration 35Q: 3 clusters Score -627718.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -627722.062500 Penalty: 4470.018066
	Iteration 36Q: 3 clusters Score -627722.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -627724.312500 Penalty: 4470.018066
	Iteration 37Q: 3 clusters Score -627724.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -627725.312500 Penalty: 4470.018066
	Iteration 38Q: 3 clusters Score -627725.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -627728.937500 Penalty: 4470.018066
	Iteration 39Q: 3 clusters Score -627728.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -627729.875000 Penalty: 4470.018066
	Iteration 40F: 3 clusters Score -627729.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -627731.500000 Penalty: 4470.018066
	Iteration 41Q: 3 clusters Score -627731.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -627732.375000 Penalty: 4470.018066
	Iteration 42Q: 3 clusters Score -627732.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -627733.375000 Penalty: 4470.018066
	Iteration 43Q: 3 clusters Score -627733.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -627735.687500 Penalty: 4470.018066
	Iteration 44Q: 3 clusters Score -627735.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -627742.500000 Penalty: 4470.018066
	Iteration 45Q: 3 clusters Score -627742.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -627742.562500 Penalty: 4470.018066
	Iteration 46Q: 3 clusters Score -627742.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -627747.562500 Penalty: 4470.018066
	Iteration 47Q: 3 clusters Score -627747.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -627750.187500 Penalty: 4470.018066
	Iteration 48Q: 3 clusters Score -627750.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -627752.687500 Penalty: 4470.018066
	Iteration 49Q: 3 clusters Score -627752.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -627753.750000 Penalty: 4470.018066
	Iteration 50Q: 3 clusters Score -627753.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -627754.500000 Penalty: 4470.018066
	Iteration 51Q: 3 clusters Score -627754.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -627755.812500 Penalty: 4470.018066
	Iteration 52Q: 3 clusters Score -627755.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -627756.062500 Penalty: 4470.018066
	Iteration 53Q: 3 clusters Score -627756.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -627757.562500 Penalty: 4470.018066
	Iteration 54Q: 3 clusters Score -627757.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -627757.562500 Penalty: 4470.018066
	Iteration 55F: 3 clusters Score -627757.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (505445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505445 members 
Entering Unmasked Estep 
Score: -39850292.000000 Penalty: 3257.032227
	Iteration 0F: 2 clusters Score -3.985029e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252164 members 
Mstep: Class 2 contains 253281 members 
Entering Unmasked Estep 
Score: -39507780.000000 Penalty: 6514.064453
	Iteration 0F: 3 clusters Score -3.950778e+07 nChanged 246899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239057 members 
Mstep: Class 2 contains 266388 members 
Entering Unmasked Estep 
Score: -39656280.000000 Penalty: 6514.064453
	Iteration 1F: 3 clusters Score -3.965628e+07 nChanged 12878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230959 members 
Mstep: Class 2 contains 274486 members 
Entering Unmasked Estep 
Score: -39659268.000000 Penalty: 6514.064453
	Iteration 2Q: 3 clusters Score -3.965927e+07 nChanged 15972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218125 members 
Mstep: Class 2 contains 287320 members 
Entering Unmasked Estep 
Score: -39664556.000000 Penalty: 6514.064453
	Iteration 3Q: 3 clusters Score -3.966456e+07 nChanged 21482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198165 members 
Mstep: Class 2 contains 307280 members 
Entering Unmasked Estep 
Score: -39673320.000000 Penalty: 6514.064453
	Iteration 4Q: 3 clusters Score -3.967332e+07 nChanged 30648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168079 members 
Mstep: Class 2 contains 337366 members 
Entering Unmasked Estep 
Score: -39691676.000000 Penalty: 6514.064453
	Iteration 5F: 3 clusters Score -3.969168e+07 nChanged 41837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126418 members 
Mstep: Class 2 contains 379027 members 
Entering Unmasked Estep 
Score: -39724780.000000 Penalty: 6514.064453
	Iteration 6F: 3 clusters Score -3.972478e+07 nChanged 48571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77875 members 
Mstep: Class 2 contains 427570 members 
Entering Unmasked Estep 
Score: -39771032.000000 Penalty: 6514.064453
	Iteration 7F: 3 clusters Score -3.977103e+07 nChanged 41311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36574 members 
Mstep: Class 2 contains 468871 members 
Entering Unmasked Estep 
Score: -39813104.000000 Penalty: 6514.064453
	Iteration 8F: 3 clusters Score -3.98131e+07 nChanged 23047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 491916 members 
Entering Unmasked Estep 
Score: -39835668.000000 Penalty: 6514.064453
	Iteration 9Q: 3 clusters Score -3.983567e+07 nChanged 8854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 500768 members 
Entering Unmasked Estep 
Score: -39844076.000000 Penalty: 6514.064453
	Iteration 10Q: 3 clusters Score -3.984408e+07 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 503465 members 
Entering Unmasked Estep 
Score: -39846364.000000 Penalty: 6514.064453
	Iteration 11Q: 3 clusters Score -3.984636e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 504244 members 
Entering Unmasked Estep 
Score: -39847124.000000 Penalty: 6514.064453
	Iteration 12Q: 3 clusters Score -3.984712e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 504475 members 
Entering Unmasked Estep 
Score: -39847548.000000 Penalty: 6514.064453
	Iteration 13Q: 3 clusters Score -3.984755e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 504565 members 
Entering Unmasked Estep 
Score: -39847860.000000 Penalty: 6514.064453
	Iteration 14Q: 3 clusters Score -3.984786e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 504582 members 
Entering Unmasked Estep 
Score: -39848104.000000 Penalty: 6514.064453
	Iteration 15Q: 3 clusters Score -3.98481e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 504538 members 
Entering Unmasked Estep 
Score: -39848296.000000 Penalty: 6514.064453
	Iteration 16Q: 3 clusters Score -3.98483e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 504464 members 
Entering Unmasked Estep 
Score: -39848444.000000 Penalty: 6514.064453
	Iteration 17Q: 3 clusters Score -3.984844e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 504404 members 
Entering Unmasked Estep 
Score: -39848484.000000 Penalty: 6514.064453
	Iteration 18Q: 3 clusters Score -3.984848e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 504336 members 
Entering Unmasked Estep 
Score: -39848512.000000 Penalty: 6514.064453
	Iteration 19Q: 3 clusters Score -3.984851e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 504258 members 
Entering Unmasked Estep 
Score: -39848676.000000 Penalty: 6514.064453
	Iteration 20F: 3 clusters Score -3.984868e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 504172 members 
Entering Unmasked Estep 
Score: -39848744.000000 Penalty: 6514.064453
	Iteration 21Q: 3 clusters Score -3.984874e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 504084 members 
Entering Unmasked Estep 
Score: -39848868.000000 Penalty: 6514.064453
	Iteration 22Q: 3 clusters Score -3.984887e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 504002 members 
Entering Unmasked Estep 
Score: -39848996.000000 Penalty: 6514.064453
	Iteration 23Q: 3 clusters Score -3.9849e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 503923 members 
Entering Unmasked Estep 
Score: -39849076.000000 Penalty: 6514.064453
	Iteration 24Q: 3 clusters Score -3.984908e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 503854 members 
Entering Unmasked Estep 
Score: -39849084.000000 Penalty: 6514.064453
	Iteration 25Q: 3 clusters Score -3.984908e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 503772 members 
Entering Unmasked Estep 
Score: -39849088.000000 Penalty: 6514.064453
	Iteration 26Q: 3 clusters Score -3.984909e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 503706 members 
Entering Unmasked Estep 
Score: -39849088.000000 Penalty: 6514.064453
	Iteration 27Q: 3 clusters Score -3.984909e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 503660 members 
Entering Unmasked Estep 
Score: -39849068.000000 Penalty: 6514.064453
	Iteration 28Q: 3 clusters Score -3.984907e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 503624 members 
Entering Unmasked Estep 
Score: -39849084.000000 Penalty: 6514.064453
	Iteration 29Q: 3 clusters Score -3.984908e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 503591 members 
Entering Unmasked Estep 
Score: -39849120.000000 Penalty: 6514.064453
	Iteration 30Q: 3 clusters Score -3.984912e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 503568 members 
Entering Unmasked Estep 
Score: -39849136.000000 Penalty: 6514.064453
	Iteration 31Q: 3 clusters Score -3.984914e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 503537 members 
Entering Unmasked Estep 
Score: -39849164.000000 Penalty: 6514.064453
	Iteration 32Q: 3 clusters Score -3.984916e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 503511 members 
Entering Unmasked Estep 
Score: -39849192.000000 Penalty: 6514.064453
	Iteration 33Q: 3 clusters Score -3.984919e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 503485 members 
Entering Unmasked Estep 
Score: -39849220.000000 Penalty: 6514.064453
	Iteration 34Q: 3 clusters Score -3.984922e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 503452 members 
Entering Unmasked Estep 
Score: -39849176.000000 Penalty: 6514.064453
	Iteration 35Q: 3 clusters Score -3.984918e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 503420 members 
Entering Unmasked Estep 
Score: -39849212.000000 Penalty: 6514.064453
	Iteration 36Q: 3 clusters Score -3.984921e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 503405 members 
Entering Unmasked Estep 
Score: -39849200.000000 Penalty: 6514.064453
	Iteration 37Q: 3 clusters Score -3.98492e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 503391 members 
Entering Unmasked Estep 
Score: -39849216.000000 Penalty: 6514.064453
	Iteration 38Q: 3 clusters Score -3.984922e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 503381 members 
Entering Unmasked Estep 
Score: -39849244.000000 Penalty: 6514.064453
	Iteration 39Q: 3 clusters Score -3.984924e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 503366 members 
Entering Unmasked Estep 
Score: -39849212.000000 Penalty: 6514.064453
	Iteration 40F: 3 clusters Score -3.984921e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 503349 members 
Entering Unmasked Estep 
Score: -39849192.000000 Penalty: 6514.064453
	Iteration 41Q: 3 clusters Score -3.984919e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 503337 members 
Entering Unmasked Estep 
Score: -39849240.000000 Penalty: 6514.064453
	Iteration 42Q: 3 clusters Score -3.984924e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 503326 members 
Entering Unmasked Estep 
Score: -39849240.000000 Penalty: 6514.064453
	Iteration 43Q: 3 clusters Score -3.984924e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 503309 members 
Entering Unmasked Estep 
Score: -39849216.000000 Penalty: 6514.064453
	Iteration 44Q: 3 clusters Score -3.984922e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 503288 members 
Entering Unmasked Estep 
Score: -39849248.000000 Penalty: 6514.064453
	Iteration 45Q: 3 clusters Score -3.984925e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 503271 members 
Entering Unmasked Estep 
Score: -39849264.000000 Penalty: 6514.064453
	Iteration 46Q: 3 clusters Score -3.984926e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 503263 members 
Entering Unmasked Estep 
Score: -39849260.000000 Penalty: 6514.064453
	Iteration 47Q: 3 clusters Score -3.984926e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 503251 members 
Entering Unmasked Estep 
Score: -39849264.000000 Penalty: 6514.064453
	Iteration 48Q: 3 clusters Score -3.984926e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 503239 members 
Entering Unmasked Estep 
Score: -39849264.000000 Penalty: 6514.064453
	Iteration 49Q: 3 clusters Score -3.984926e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 503227 members 
Entering Unmasked Estep 
Score: -39849224.000000 Penalty: 6514.064453
	Iteration 50Q: 3 clusters Score -3.984922e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 503221 members 
Entering Unmasked Estep 
Score: -39849208.000000 Penalty: 6514.064453
	Iteration 51Q: 3 clusters Score -3.984921e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 503207 members 
Entering Unmasked Estep 
Score: -39849216.000000 Penalty: 6514.064453
	Iteration 52Q: 3 clusters Score -3.984922e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 503196 members 
Entering Unmasked Estep 
Score: -39849208.000000 Penalty: 6514.064453
	Iteration 53Q: 3 clusters Score -3.984921e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 503188 members 
Entering Unmasked Estep 
Score: -39849200.000000 Penalty: 6514.064453
	Iteration 54Q: 3 clusters Score -3.98492e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 503183 members 
Entering Unmasked Estep 
Score: -39849220.000000 Penalty: 6514.064453
	Iteration 55Q: 3 clusters Score -3.984922e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 503177 members 
Entering Unmasked Estep 
Score: -39849228.000000 Penalty: 6514.064453
	Iteration 56Q: 3 clusters Score -3.984923e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 503173 members 
Entering Unmasked Estep 
Score: -39849228.000000 Penalty: 6514.064453
	Iteration 57Q: 3 clusters Score -3.984923e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 503168 members 
Entering Unmasked Estep 
Score: -39849208.000000 Penalty: 6514.064453
	Iteration 58Q: 3 clusters Score -3.984921e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 503167 members 
Entering Unmasked Estep 
Score: -39849212.000000 Penalty: 6514.064453
	Iteration 59Q: 3 clusters Score -3.984921e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 503163 members 
Entering Unmasked Estep 
Score: -39849208.000000 Penalty: 6514.064453
	Iteration 60F: 3 clusters Score -3.984921e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 503161 members 
Entering Unmasked Estep 
Score: -39849224.000000 Penalty: 6514.064453
	Iteration 61Q: 3 clusters Score -3.984922e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 503161 members 
Entering Unmasked Estep 
Score: -39849220.000000 Penalty: 6514.064453
	Iteration 62Q: 3 clusters Score -3.984922e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 503161 members 
Entering Unmasked Estep 
Score: -39849212.000000 Penalty: 6514.064453
	Iteration 63Q: 3 clusters Score -3.984921e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 503160 members 
Entering Unmasked Estep 
Score: -39849220.000000 Penalty: 6514.064453
	Iteration 64Q: 3 clusters Score -3.984922e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 503160 members 
Entering Unmasked Estep 
Score: -39849220.000000 Penalty: 6514.064453
	Iteration 65F: 3 clusters Score -3.984922e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (62259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62259 members 
Entering Unmasked Estep 
Score: -5054530.000000 Penalty: 2737.686523
	Iteration 0F: 2 clusters Score -5054530 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31259 members 
Mstep: Class 2 contains 31000 members 
Entering Unmasked Estep 
Score: -5012768.500000 Penalty: 5475.373047
	Iteration 0F: 3 clusters Score -5012768 nChanged 28990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32433 members 
Mstep: Class 2 contains 29826 members 
Entering Unmasked Estep 
Score: -5028933.500000 Penalty: 5475.373047
	Iteration 1F: 3 clusters Score -5028934 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33184 members 
Mstep: Class 2 contains 29075 members 
Entering Unmasked Estep 
Score: -5029586.500000 Penalty: 5475.373047
	Iteration 2Q: 3 clusters Score -5029586 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34299 members 
Mstep: Class 2 contains 27960 members 
Entering Unmasked Estep 
Score: -5030310.000000 Penalty: 5475.373047
	Iteration 3Q: 3 clusters Score -5030310 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36000 members 
Mstep: Class 2 contains 26259 members 
Entering Unmasked Estep 
Score: -5031259.500000 Penalty: 5475.373047
	Iteration 4Q: 3 clusters Score -5031260 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38483 members 
Mstep: Class 2 contains 23776 members 
Entering Unmasked Estep 
Score: -5032720.000000 Penalty: 5475.373047
	Iteration 5Q: 3 clusters Score -5032720 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41972 members 
Mstep: Class 2 contains 20287 members 
Entering Unmasked Estep 
Score: -5035043.500000 Penalty: 5475.373047
	Iteration 6F: 3 clusters Score -5035044 nChanged 4498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46220 members 
Mstep: Class 2 contains 16039 members 
Entering Unmasked Estep 
Score: -5038453.000000 Penalty: 5475.373047
	Iteration 7F: 3 clusters Score -5038453 nChanged 4884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50876 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -5042767.000000 Penalty: 5475.373047
	Iteration 8F: 3 clusters Score -5042767 nChanged 4281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54971 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -5046907.000000 Penalty: 5475.373047
	Iteration 9F: 3 clusters Score -5046907 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57658 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -5049660.500000 Penalty: 5475.373047
	Iteration 10Q: 3 clusters Score -5049660 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59010 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -5051113.500000 Penalty: 5475.373047
	Iteration 11Q: 3 clusters Score -5051114 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59595 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -5051744.000000 Penalty: 5475.373047
	Iteration 12Q: 3 clusters Score -5051744 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59895 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -5051988.500000 Penalty: 5475.373047
	Iteration 13Q: 3 clusters Score -5051988 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60072 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -5052146.000000 Penalty: 5475.373047
	Iteration 14Q: 3 clusters Score -5052146 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60192 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -5052224.500000 Penalty: 5475.373047
	Iteration 15Q: 3 clusters Score -5052224 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60284 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -5052262.500000 Penalty: 5475.373047
	Iteration 16Q: 3 clusters Score -5052262 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60353 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -5052295.500000 Penalty: 5475.373047
	Iteration 17Q: 3 clusters Score -5052296 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60424 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -5052314.000000 Penalty: 5475.373047
	Iteration 18Q: 3 clusters Score -5052314 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60474 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -5052339.500000 Penalty: 5475.373047
	Iteration 19Q: 3 clusters Score -5052340 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60527 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -5052364.000000 Penalty: 5475.373047
	Iteration 20F: 3 clusters Score -5052364 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60570 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -5052377.500000 Penalty: 5475.373047
	Iteration 21Q: 3 clusters Score -5052378 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60597 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -5052386.500000 Penalty: 5475.373047
	Iteration 22Q: 3 clusters Score -5052386 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60615 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -5052389.000000 Penalty: 5475.373047
	Iteration 23Q: 3 clusters Score -5052389 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60625 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -5052398.500000 Penalty: 5475.373047
	Iteration 24Q: 3 clusters Score -5052398 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60638 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -5052404.500000 Penalty: 5475.373047
	Iteration 25Q: 3 clusters Score -5052404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60644 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -5052406.500000 Penalty: 5475.373047
	Iteration 26Q: 3 clusters Score -5052406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60649 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -5052405.500000 Penalty: 5475.373047
	Iteration 27Q: 3 clusters Score -5052406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60654 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -5052403.500000 Penalty: 5475.373047
	Iteration 28Q: 3 clusters Score -5052404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60662 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -5052407.000000 Penalty: 5475.373047
	Iteration 29Q: 3 clusters Score -5052407 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60669 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -5052400.500000 Penalty: 5475.373047
	Iteration 30Q: 3 clusters Score -5052400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60675 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -5052396.000000 Penalty: 5475.373047
	Iteration 31Q: 3 clusters Score -5052396 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60684 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -5052406.000000 Penalty: 5475.373047
	Iteration 32Q: 3 clusters Score -5052406 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60693 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -5052411.000000 Penalty: 5475.373047
	Iteration 33Q: 3 clusters Score -5052411 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60700 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -5052417.000000 Penalty: 5475.373047
	Iteration 34Q: 3 clusters Score -5052417 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60705 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -5052414.500000 Penalty: 5475.373047
	Iteration 35Q: 3 clusters Score -5052414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60706 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -5052413.000000 Penalty: 5475.373047
	Iteration 36Q: 3 clusters Score -5052413 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60706 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -5052413.000000 Penalty: 5475.373047
	Iteration 37F: 3 clusters Score -5052413 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 8435 members 
Mstep: Class 3 contains 20989 members 
Mstep: Class 4 contains 9411 members 
Mstep: Class 5 contains 7572 members 
Mstep: Class 6 contains 77514 members 
Mstep: Class 7 contains 9881 members 
Mstep: Class 8 contains 2296 members 
Mstep: Class 9 contains 59388 members 
Mstep: Class 10 contains 17006 members 
Mstep: Class 11 contains 152242 members 
Mstep: Class 12 contains 27481 members 
Mstep: Class 13 contains 6346 members 
Mstep: Class 14 contains 10062 members 
Mstep: Class 15 contains 2605 members 
Mstep: Class 16 contains 45338 members 
Mstep: Class 17 contains 6113 members 
Mstep: Class 18 contains 10714 members 
Mstep: Class 19 contains 38323 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 17529 members 
Mstep: Class 22 contains 10100 members 
Mstep: Class 23 contains 8774 members 
Mstep: Class 24 contains 5346 members 
Mstep: Class 25 contains 29889 members 
Mstep: Class 26 contains 24822 members 
Mstep: Class 27 contains 17481 members 
Mstep: Class 28 contains 170694 members 
Mstep: Class 29 contains 27962 members 
Mstep: Class 30 contains 2326 members 
Mstep: Class 31 contains 2336 members 
Mstep: Class 32 contains 8202 members 
Mstep: Class 33 contains 505445 members 
Mstep: Class 34 contains 62259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111995784.000000 Penalty: 123221.835938
Iteration 439Q: 36 clusters Score -1.119958e+08 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 8435 members 
Mstep: Class 3 contains 21034 members 
Mstep: Class 4 contains 9409 members 
Mstep: Class 5 contains 7860 members 
Mstep: Class 6 contains 77521 members 
Mstep: Class 7 contains 9879 members 
Mstep: Class 8 contains 2296 members 
Mstep: Class 9 contains 59360 members 
Mstep: Class 10 contains 17005 members 
Mstep: Class 11 contains 152402 members 
Mstep: Class 12 contains 27478 members 
Mstep: Class 13 contains 6345 members 
Mstep: Class 14 contains 10062 members 
Mstep: Class 15 contains 2605 members 
Mstep: Class 16 contains 45342 members 
Mstep: Class 17 contains 6109 members 
Mstep: Class 18 contains 10763 members 
Mstep: Class 19 contains 38359 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 17556 members 
Mstep: Class 22 contains 10101 members 
Mstep: Class 23 contains 8776 members 
Mstep: Class 24 contains 5346 members 
Mstep: Class 25 contains 29900 members 
Mstep: Class 26 contains 24823 members 
Mstep: Class 27 contains 17509 members 
Mstep: Class 28 contains 171415 members 
Mstep: Class 29 contains 27970 members 
Mstep: Class 30 contains 2326 members 
Mstep: Class 31 contains 2336 members 
Mstep: Class 32 contains 8202 members 
Mstep: Class 33 contains 505235 members 
Mstep: Class 34 contains 62264 members 
Mstep: Class 35 contains 43856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111996280.000000 Penalty: 123221.835938
Iteration 440F: 36 clusters Score -1.119963e+08 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 8435 members 
Mstep: Class 3 contains 21073 members 
Mstep: Class 4 contains 9402 members 
Mstep: Class 5 contains 8078 members 
Mstep: Class 6 contains 77525 members 
Mstep: Class 7 contains 9878 members 
Mstep: Class 8 contains 2295 members 
Mstep: Class 9 contains 59335 members 
Mstep: Class 10 contains 17004 members 
Mstep: Class 11 contains 152423 members 
Mstep: Class 12 contains 27474 members 
Mstep: Class 13 contains 6343 members 
Mstep: Class 14 contains 10062 members 
Mstep: Class 15 contains 2605 members 
Mstep: Class 16 contains 45345 members 
Mstep: Class 17 contains 6107 members 
Mstep: Class 18 contains 10732 members 
Mstep: Class 19 contains 38301 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 17393 members 
Mstep: Class 22 contains 10097 members 
Mstep: Class 23 contains 8770 members 
Mstep: Class 24 contains 5347 members 
Mstep: Class 25 contains 29875 members 
Mstep: Class 26 contains 24829 members 
Mstep: Class 27 contains 17532 members 
Mstep: Class 28 contains 171479 members 
Mstep: Class 29 contains 27979 members 
Mstep: Class 30 contains 2322 members 
Mstep: Class 31 contains 2337 members 
Mstep: Class 32 contains 8202 members 
Mstep: Class 33 contains 504954 members 
Mstep: Class 34 contains 62268 members 
Mstep: Class 35 contains 44126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111996952.000000 Penalty: 123221.835938
Iteration 441Q: 36 clusters Score -1.11997e+08 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 8435 members 
Mstep: Class 3 contains 21123 members 
Mstep: Class 4 contains 9398 members 
Mstep: Class 5 contains 8274 members 
Mstep: Class 6 contains 77535 members 
Mstep: Class 7 contains 9875 members 
Mstep: Class 8 contains 2295 members 
Mstep: Class 9 contains 59316 members 
Mstep: Class 10 contains 17005 members 
Mstep: Class 11 contains 152438 members 
Mstep: Class 12 contains 27471 members 
Mstep: Class 13 contains 6339 members 
Mstep: Class 14 contains 10064 members 
Mstep: Class 15 contains 2605 members 
Mstep: Class 16 contains 45349 members 
Mstep: Class 17 contains 6104 members 
Mstep: Class 18 contains 10732 members 
Mstep: Class 19 contains 38274 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 17286 members 
Mstep: Class 22 contains 10093 members 
Mstep: Class 23 contains 8767 members 
Mstep: Class 24 contains 5347 members 
Mstep: Class 25 contains 29860 members 
Mstep: Class 26 contains 24833 members 
Mstep: Class 27 contains 17558 members 
Mstep: Class 28 contains 171638 members 
Mstep: Class 29 contains 27981 members 
Mstep: Class 30 contains 2321 members 
Mstep: Class 31 contains 2337 members 
Mstep: Class 32 contains 8201 members 
Mstep: Class 33 contains 504591 members 
Mstep: Class 34 contains 62273 members 
Mstep: Class 35 contains 44236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111996928.000000 Penalty: 123221.835938
Iteration 442Q: 36 clusters Score -1.119969e+08 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 8435 members 
Mstep: Class 3 contains 21162 members 
Mstep: Class 4 contains 9393 members 
Mstep: Class 5 contains 8441 members 
Mstep: Class 6 contains 77545 members 
Mstep: Class 7 contains 9873 members 
Mstep: Class 8 contains 2294 members 
Mstep: Class 9 contains 59299 members 
Mstep: Class 10 contains 17003 members 
Mstep: Class 11 contains 152446 members 
Mstep: Class 12 contains 27469 members 
Mstep: Class 13 contains 6334 members 
Mstep: Class 14 contains 10065 members 
Mstep: Class 15 contains 2606 members 
Mstep: Class 16 contains 45350 members 
Mstep: Class 17 contains 6098 members 
Mstep: Class 18 contains 10727 members 
Mstep: Class 19 contains 38260 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 17203 members 
Mstep: Class 22 contains 10093 members 
Mstep: Class 23 contains 8764 members 
Mstep: Class 24 contains 5347 members 
Mstep: Class 25 contains 29854 members 
Mstep: Class 26 contains 24839 members 
Mstep: Class 27 contains 17589 members 
Mstep: Class 28 contains 171837 members 
Mstep: Class 29 contains 27985 members 
Mstep: Class 30 contains 2319 members 
Mstep: Class 31 contains 2337 members 
Mstep: Class 32 contains 8201 members 
Mstep: Class 33 contains 504223 members 
Mstep: Class 34 contains 62277 members 
Mstep: Class 35 contains 44308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111996896.000000 Penalty: 123221.835938
Iteration 443Q: 36 clusters Score -1.119969e+08 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 8435 members 
Mstep: Class 3 contains 21198 members 
Mstep: Class 4 contains 9396 members 
Mstep: Class 5 contains 8573 members 
Mstep: Class 6 contains 77552 members 
Mstep: Class 7 contains 9867 members 
Mstep: Class 8 contains 2292 members 
Mstep: Class 9 contains 59285 members 
Mstep: Class 10 contains 17002 members 
Mstep: Class 11 contains 152455 members 
Mstep: Class 12 contains 27467 members 
Mstep: Class 13 contains 6327 members 
Mstep: Class 14 contains 10066 members 
Mstep: Class 15 contains 2608 members 
Mstep: Class 16 contains 45345 members 
Mstep: Class 17 contains 6096 members 
Mstep: Class 18 contains 10724 members 
Mstep: Class 19 contains 38253 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 17142 members 
Mstep: Class 22 contains 10091 members 
Mstep: Class 23 contains 8762 members 
Mstep: Class 24 contains 5347 members 
Mstep: Class 25 contains 29856 members 
Mstep: Class 26 contains 24842 members 
Mstep: Class 27 contains 17623 members 
Mstep: Class 28 contains 172100 members 
Mstep: Class 29 contains 27992 members 
Mstep: Class 30 contains 2318 members 
Mstep: Class 31 contains 2336 members 
Mstep: Class 32 contains 8201 members 
Mstep: Class 33 contains 503832 members 
Mstep: Class 34 contains 62283 members 
Mstep: Class 35 contains 44317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111997008.000000 Penalty: 123221.835938
Iteration 444Q: 36 clusters Score -1.11997e+08 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 8435 members 
Mstep: Class 3 contains 21238 members 
Mstep: Class 4 contains 9407 members 
Mstep: Class 5 contains 8679 members 
Mstep: Class 6 contains 77567 members 
Mstep: Class 7 contains 9865 members 
Mstep: Class 8 contains 2292 members 
Mstep: Class 9 contains 59270 members 
Mstep: Class 10 contains 17006 members 
Mstep: Class 11 contains 152456 members 
Mstep: Class 12 contains 27464 members 
Mstep: Class 13 contains 6321 members 
Mstep: Class 14 contains 10067 members 
Mstep: Class 15 contains 2610 members 
Mstep: Class 16 contains 45347 members 
Mstep: Class 17 contains 6093 members 
Mstep: Class 18 contains 10725 members 
Mstep: Class 19 contains 38251 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 17079 members 
Mstep: Class 22 contains 10087 members 
Mstep: Class 23 contains 8760 members 
Mstep: Class 24 contains 5348 members 
Mstep: Class 25 contains 29851 members 
Mstep: Class 26 contains 24850 members 
Mstep: Class 27 contains 17645 members 
Mstep: Class 28 contains 172366 members 
Mstep: Class 29 contains 28001 members 
Mstep: Class 30 contains 2317 members 
Mstep: Class 31 contains 2336 members 
Mstep: Class 32 contains 8201 members 
Mstep: Class 33 contains 503447 members 
Mstep: Class 34 contains 62289 members 
Mstep: Class 35 contains 44321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111997176.000000 Penalty: 123221.835938
Iteration 445Q: 36 clusters Score -1.119972e+08 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 8435 members 
Mstep: Class 3 contains 21273 members 
Mstep: Class 4 contains 9415 members 
Mstep: Class 5 contains 8766 members 
Mstep: Class 6 contains 77586 members 
Mstep: Class 7 contains 9862 members 
Mstep: Class 8 contains 2295 members 
Mstep: Class 9 contains 59249 members 
Mstep: Class 10 contains 17008 members 
Mstep: Class 11 contains 152460 members 
Mstep: Class 12 contains 27459 members 
Mstep: Class 13 contains 6316 members 
Mstep: Class 14 contains 10067 members 
Mstep: Class 15 contains 2611 members 
Mstep: Class 16 contains 45346 members 
Mstep: Class 17 contains 6094 members 
Mstep: Class 18 contains 10722 members 
Mstep: Class 19 contains 38268 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 17029 members 
Mstep: Class 22 contains 10089 members 
Mstep: Class 23 contains 8761 members 
Mstep: Class 24 contains 5350 members 
Mstep: Class 25 contains 29848 members 
Mstep: Class 26 contains 24847 members 
Mstep: Class 27 contains 17669 members 
Mstep: Class 28 contains 172659 members 
Mstep: Class 29 contains 28009 members 
Mstep: Class 30 contains 2317 members 
Mstep: Class 31 contains 2336 members 
Mstep: Class 32 contains 8201 members 
Mstep: Class 33 contains 503039 members 
Mstep: Class 34 contains 62298 members 
Mstep: Class 35 contains 44312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111997208.000000 Penalty: 123221.835938
Iteration 446Q: 36 clusters Score -1.119972e+08 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 8435 members 
Mstep: Class 3 contains 21312 members 
Mstep: Class 4 contains 9419 members 
Mstep: Class 5 contains 8829 members 
Mstep: Class 6 contains 77601 members 
Mstep: Class 7 contains 9849 members 
Mstep: Class 8 contains 2296 members 
Mstep: Class 9 contains 59209 members 
Mstep: Class 10 contains 17010 members 
Mstep: Class 11 contains 152460 members 
Mstep: Class 12 contains 27457 members 
Mstep: Class 13 contains 6310 members 
Mstep: Class 14 contains 10067 members 
Mstep: Class 15 contains 2612 members 
Mstep: Class 16 contains 45350 members 
Mstep: Class 17 contains 6095 members 
Mstep: Class 18 contains 10720 members 
Mstep: Class 19 contains 38272 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 16995 members 
Mstep: Class 22 contains 10088 members 
Mstep: Class 23 contains 8762 members 
Mstep: Class 24 contains 5351 members 
Mstep: Class 25 contains 29846 members 
Mstep: Class 26 contains 24848 members 
Mstep: Class 27 contains 17701 members 
Mstep: Class 28 contains 172964 members 
Mstep: Class 29 contains 28011 members 
Mstep: Class 30 contains 2316 members 
Mstep: Class 31 contains 2336 members 
Mstep: Class 32 contains 8201 members 
Mstep: Class 33 contains 502665 members 
Mstep: Class 34 contains 62317 members 
Mstep: Class 35 contains 44294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111997144.000000 Penalty: 123221.835938
Iteration 447Q: 36 clusters Score -1.119971e+08 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 8435 members 
Mstep: Class 3 contains 21359 members 
Mstep: Class 4 contains 9419 members 
Mstep: Class 5 contains 8899 members 
Mstep: Class 6 contains 77614 members 
Mstep: Class 7 contains 9837 members 
Mstep: Class 8 contains 2296 members 
Mstep: Class 9 contains 59183 members 
Mstep: Class 10 contains 17013 members 
Mstep: Class 11 contains 152462 members 
Mstep: Class 12 contains 27458 members 
Mstep: Class 13 contains 6302 members 
Mstep: Class 14 contains 10067 members 
Mstep: Class 15 contains 2612 members 
Mstep: Class 16 contains 45350 members 
Mstep: Class 17 contains 6095 members 
Mstep: Class 18 contains 10714 members 
Mstep: Class 19 contains 38281 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 16958 members 
Mstep: Class 22 contains 10089 members 
Mstep: Class 23 contains 8763 members 
Mstep: Class 24 contains 5352 members 
Mstep: Class 25 contains 29845 members 
Mstep: Class 26 contains 24852 members 
Mstep: Class 27 contains 17727 members 
Mstep: Class 28 contains 173245 members 
Mstep: Class 29 contains 28014 members 
Mstep: Class 30 contains 2316 members 
Mstep: Class 31 contains 2336 members 
Mstep: Class 32 contains 8201 members 
Mstep: Class 33 contains 502287 members 
Mstep: Class 34 contains 62329 members 
Mstep: Class 35 contains 44290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111997272.000000 Penalty: 123221.835938
Iteration 448Q: 36 clusters Score -1.119973e+08 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 8435 members 
Mstep: Class 3 contains 21405 members 
Mstep: Class 4 contains 9419 members 
Mstep: Class 5 contains 8967 members 
Mstep: Class 6 contains 77632 members 
Mstep: Class 7 contains 9828 members 
Mstep: Class 8 contains 2295 members 
Mstep: Class 9 contains 59160 members 
Mstep: Class 10 contains 17016 members 
Mstep: Class 11 contains 152467 members 
Mstep: Class 12 contains 27455 members 
Mstep: Class 13 contains 6292 members 
Mstep: Class 14 contains 10068 members 
Mstep: Class 15 contains 2612 members 
Mstep: Class 16 contains 45348 members 
Mstep: Class 17 contains 6095 members 
Mstep: Class 18 contains 10710 members 
Mstep: Class 19 contains 38290 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 16917 members 
Mstep: Class 22 contains 10090 members 
Mstep: Class 23 contains 8763 members 
Mstep: Class 24 contains 5353 members 
Mstep: Class 25 contains 29846 members 
Mstep: Class 26 contains 24856 members 
Mstep: Class 27 contains 17751 members 
Mstep: Class 28 contains 173524 members 
Mstep: Class 29 contains 28014 members 
Mstep: Class 30 contains 2316 members 
Mstep: Class 31 contains 2336 members 
Mstep: Class 32 contains 8201 members 
Mstep: Class 33 contains 501924 members 
Mstep: Class 34 contains 62336 members 
Mstep: Class 35 contains 44279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111997208.000000 Penalty: 123221.835938
Iteration 449Q: 36 clusters Score -1.119972e+08 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 8435 members 
Mstep: Class 3 contains 21440 members 
Mstep: Class 4 contains 9416 members 
Mstep: Class 5 contains 9042 members 
Mstep: Class 6 contains 77650 members 
Mstep: Class 7 contains 9827 members 
Mstep: Class 8 contains 2294 members 
Mstep: Class 9 contains 59141 members 
Mstep: Class 10 contains 17015 members 
Mstep: Class 11 contains 152470 members 
Mstep: Class 12 contains 27454 members 
Mstep: Class 13 contains 6282 members 
Mstep: Class 14 contains 10067 members 
Mstep: Class 15 contains 2612 members 
Mstep: Class 16 contains 45348 members 
Mstep: Class 17 contains 6095 members 
Mstep: Class 18 contains 10711 members 
Mstep: Class 19 contains 38300 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 16876 members 
Mstep: Class 22 contains 10090 members 
Mstep: Class 23 contains 8763 members 
Mstep: Class 24 contains 5354 members 
Mstep: Class 25 contains 29860 members 
Mstep: Class 26 contains 24866 members 
Mstep: Class 27 contains 17779 members 
Mstep: Class 28 contains 173795 members 
Mstep: Class 29 contains 28019 members 
Mstep: Class 30 contains 2315 members 
Mstep: Class 31 contains 2337 members 
Mstep: Class 32 contains 8201 members 
Mstep: Class 33 contains 501534 members 
Mstep: Class 34 contains 62348 members 
Mstep: Class 35 contains 44264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111997288.000000 Penalty: 123221.835938
Iteration 450Q: 36 clusters Score -1.119973e+08 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 8435 members 
Mstep: Class 3 contains 21474 members 
Mstep: Class 4 contains 9417 members 
Mstep: Class 5 contains 9106 members 
Mstep: Class 6 contains 77680 members 
Mstep: Class 7 contains 9821 members 
Mstep: Class 8 contains 2293 members 
Mstep: Class 9 contains 59125 members 
Mstep: Class 10 contains 17015 members 
Mstep: Class 11 contains 152479 members 
Mstep: Class 12 contains 27452 members 
Mstep: Class 13 contains 6276 members 
Mstep: Class 14 contains 10067 members 
Mstep: Class 15 contains 2612 members 
Mstep: Class 16 contains 45346 members 
Mstep: Class 17 contains 6095 members 
Mstep: Class 18 contains 10707 members 
Mstep: Class 19 contains 38297 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 16840 members 
Mstep: Class 22 contains 10091 members 
Mstep: Class 23 contains 8763 members 
Mstep: Class 24 contains 5356 members 
Mstep: Class 25 contains 29866 members 
Mstep: Class 26 contains 24877 members 
Mstep: Class 27 contains 17801 members 
Mstep: Class 28 contains 174066 members 
Mstep: Class 29 contains 28031 members 
Mstep: Class 30 contains 2314 members 
Mstep: Class 31 contains 2336 members 
Mstep: Class 32 contains 8201 members 
Mstep: Class 33 contains 501149 members 
Mstep: Class 34 contains 62357 members 
Mstep: Class 35 contains 44254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111997272.000000 Penalty: 123221.835938
Iteration 451Q: 36 clusters Score -1.119973e+08 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 8435 members 
Mstep: Class 3 contains 21504 members 
Mstep: Class 4 contains 9424 members 
Mstep: Class 5 contains 9158 members 
Mstep: Class 6 contains 77703 members 
Mstep: Class 7 contains 9821 members 
Mstep: Class 8 contains 2294 members 
Mstep: Class 9 contains 59109 members 
Mstep: Class 10 contains 17011 members 
Mstep: Class 11 contains 152480 members 
Mstep: Class 12 contains 27453 members 
Mstep: Class 13 contains 6271 members 
Mstep: Class 14 contains 10067 members 
Mstep: Class 15 contains 2612 members 
Mstep: Class 16 contains 45346 members 
Mstep: Class 17 contains 6095 members 
Mstep: Class 18 contains 10706 members 
Mstep: Class 19 contains 38308 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 16814 members 
Mstep: Class 22 contains 10088 members 
Mstep: Class 23 contains 8763 members 
Mstep: Class 24 contains 5357 members 
Mstep: Class 25 contains 29868 members 
Mstep: Class 26 contains 24885 members 
Mstep: Class 27 contains 17830 members 
Mstep: Class 28 contains 174307 members 
Mstep: Class 29 contains 28041 members 
Mstep: Class 30 contains 2315 members 
Mstep: Class 31 contains 2336 members 
Mstep: Class 32 contains 8201 members 
Mstep: Class 33 contains 500779 members 
Mstep: Class 34 contains 62370 members 
Mstep: Class 35 contains 44247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111997168.000000 Penalty: 123221.835938
Iteration 452Q: 36 clusters Score -1.119972e+08 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 8435 members 
Mstep: Class 3 contains 21534 members 
Mstep: Class 4 contains 9425 members 
Mstep: Class 5 contains 9209 members 
Mstep: Class 6 contains 77727 members 
Mstep: Class 7 contains 9819 members 
Mstep: Class 8 contains 2293 members 
Mstep: Class 9 contains 59079 members 
Mstep: Class 10 contains 17010 members 
Mstep: Class 11 contains 152480 members 
Mstep: Class 12 contains 27452 members 
Mstep: Class 13 contains 6268 members 
Mstep: Class 14 contains 10066 members 
Mstep: Class 15 contains 2612 members 
Mstep: Class 16 contains 45346 members 
Mstep: Class 17 contains 6095 members 
Mstep: Class 18 contains 10704 members 
Mstep: Class 19 contains 38322 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 16797 members 
Mstep: Class 22 contains 10089 members 
Mstep: Class 23 contains 8763 members 
Mstep: Class 24 contains 5356 members 
Mstep: Class 25 contains 29861 members 
Mstep: Class 26 contains 24888 members 
Mstep: Class 27 contains 17863 members 
Mstep: Class 28 contains 174526 members 
Mstep: Class 29 contains 28058 members 
Mstep: Class 30 contains 2316 members 
Mstep: Class 31 contains 2336 members 
Mstep: Class 32 contains 8201 members 
Mstep: Class 33 contains 500448 members 
Mstep: Class 34 contains 62383 members 
Mstep: Class 35 contains 44237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111997192.000000 Penalty: 123221.835938
Iteration 453Q: 36 clusters Score -1.119972e+08 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 8435 members 
Mstep: Class 3 contains 21571 members 
Mstep: Class 4 contains 9427 members 
Mstep: Class 5 contains 9241 members 
Mstep: Class 6 contains 77752 members 
Mstep: Class 7 contains 9818 members 
Mstep: Class 8 contains 2294 members 
Mstep: Class 9 contains 59062 members 
Mstep: Class 10 contains 17003 members 
Mstep: Class 11 contains 152486 members 
Mstep: Class 12 contains 27446 members 
Mstep: Class 13 contains 6264 members 
Mstep: Class 14 contains 10066 members 
Mstep: Class 15 contains 2612 members 
Mstep: Class 16 contains 45350 members 
Mstep: Class 17 contains 6095 members 
Mstep: Class 18 contains 10696 members 
Mstep: Class 19 contains 38335 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 16780 members 
Mstep: Class 22 contains 10089 members 
Mstep: Class 23 contains 8763 members 
Mstep: Class 24 contains 5356 members 
Mstep: Class 25 contains 29864 members 
Mstep: Class 26 contains 24890 members 
Mstep: Class 27 contains 17903 members 
Mstep: Class 28 contains 174732 members 
Mstep: Class 29 contains 28072 members 
Mstep: Class 30 contains 2316 members 
Mstep: Class 31 contains 2335 members 
Mstep: Class 32 contains 8201 members 
Mstep: Class 33 contains 500127 members 
Mstep: Class 34 contains 62386 members 
Mstep: Class 35 contains 44229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111997056.000000 Penalty: 123221.835938
Iteration 454Q: 36 clusters Score -1.119971e+08 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 8435 members 
Mstep: Class 3 contains 21623 members 
Mstep: Class 4 contains 9432 members 
Mstep: Class 5 contains 9260 members 
Mstep: Class 6 contains 77764 members 
Mstep: Class 7 contains 9816 members 
Mstep: Class 8 contains 2294 members 
Mstep: Class 9 contains 59044 members 
Mstep: Class 10 contains 17000 members 
Mstep: Class 11 contains 152487 members 
Mstep: Class 12 contains 27440 members 
Mstep: Class 13 contains 6259 members 
Mstep: Class 14 contains 10066 members 
Mstep: Class 15 contains 2612 members 
Mstep: Class 16 contains 45353 members 
Mstep: Class 17 contains 6094 members 
Mstep: Class 18 contains 10695 members 
Mstep: Class 19 contains 38340 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 16772 members 
Mstep: Class 22 contains 10088 members 
Mstep: Class 23 contains 8763 members 
Mstep: Class 24 contains 5356 members 
Mstep: Class 25 contains 29862 members 
Mstep: Class 26 contains 24891 members 
Mstep: Class 27 contains 17958 members 
Mstep: Class 28 contains 174937 members 
Mstep: Class 29 contains 28089 members 
Mstep: Class 30 contains 2315 members 
Mstep: Class 31 contains 2335 members 
Mstep: Class 32 contains 8201 members 
Mstep: Class 33 contains 499795 members 
Mstep: Class 34 contains 62394 members 
Mstep: Class 35 contains 44225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111996992.000000 Penalty: 123221.835938
Iteration 455Q: 36 clusters Score -1.11997e+08 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 8435 members 
Mstep: Class 3 contains 21693 members 
Mstep: Class 4 contains 9437 members 
Mstep: Class 5 contains 9279 members 
Mstep: Class 6 contains 77774 members 
Mstep: Class 7 contains 9818 members 
Mstep: Class 8 contains 2295 members 
Mstep: Class 9 contains 59020 members 
Mstep: Class 10 contains 16999 members 
Mstep: Class 11 contains 152486 members 
Mstep: Class 12 contains 27439 members 
Mstep: Class 13 contains 6253 members 
Mstep: Class 14 contains 10066 members 
Mstep: Class 15 contains 2612 members 
Mstep: Class 16 contains 45353 members 
Mstep: Class 17 contains 6096 members 
Mstep: Class 18 contains 10695 members 
Mstep: Class 19 contains 38344 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 16755 members 
Mstep: Class 22 contains 10084 members 
Mstep: Class 23 contains 8763 members 
Mstep: Class 24 contains 5355 members 
Mstep: Class 25 contains 29858 members 
Mstep: Class 26 contains 24892 members 
Mstep: Class 27 contains 18002 members 
Mstep: Class 28 contains 175162 members 
Mstep: Class 29 contains 28093 members 
Mstep: Class 30 contains 2315 members 
Mstep: Class 31 contains 2335 members 
Mstep: Class 32 contains 8201 members 
Mstep: Class 33 contains 499459 members 
Mstep: Class 34 contains 62402 members 
Mstep: Class 35 contains 44225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111997016.000000 Penalty: 123221.835938
Iteration 456Q: 36 clusters Score -1.11997e+08 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 8435 members 
Mstep: Class 3 contains 21749 members 
Mstep: Class 4 contains 9441 members 
Mstep: Class 5 contains 9291 members 
Mstep: Class 6 contains 77784 members 
Mstep: Class 7 contains 9817 members 
Mstep: Class 8 contains 2293 members 
Mstep: Class 9 contains 59002 members 
Mstep: Class 10 contains 16995 members 
Mstep: Class 11 contains 152482 members 
Mstep: Class 12 contains 27439 members 
Mstep: Class 13 contains 6249 members 
Mstep: Class 14 contains 10066 members 
Mstep: Class 15 contains 2612 members 
Mstep: Class 16 contains 45351 members 
Mstep: Class 17 contains 6096 members 
Mstep: Class 18 contains 10697 members 
Mstep: Class 19 contains 38349 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 16745 members 
Mstep: Class 22 contains 10081 members 
Mstep: Class 23 contains 8763 members 
Mstep: Class 24 contains 5355 members 
Mstep: Class 25 contains 29861 members 
Mstep: Class 26 contains 24892 members 
Mstep: Class 27 contains 18037 members 
Mstep: Class 28 contains 175366 members 
Mstep: Class 29 contains 28106 members 
Mstep: Class 30 contains 2316 members 
Mstep: Class 31 contains 2336 members 
Mstep: Class 32 contains 8201 members 
Mstep: Class 33 contains 499151 members 
Mstep: Class 34 contains 62409 members 
Mstep: Class 35 contains 44229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111997048.000000 Penalty: 123221.835938
Iteration 457Q: 36 clusters Score -1.11997e+08 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 8435 members 
Mstep: Class 3 contains 21804 members 
Mstep: Class 4 contains 9439 members 
Mstep: Class 5 contains 9302 members 
Mstep: Class 6 contains 77793 members 
Mstep: Class 7 contains 9812 members 
Mstep: Class 8 contains 2292 members 
Mstep: Class 9 contains 58981 members 
Mstep: Class 10 contains 16988 members 
Mstep: Class 11 contains 152478 members 
Mstep: Class 12 contains 27438 members 
Mstep: Class 13 contains 6238 members 
Mstep: Class 14 contains 10067 members 
Mstep: Class 15 contains 2612 members 
Mstep: Class 16 contains 45347 members 
Mstep: Class 17 contains 6095 members 
Mstep: Class 18 contains 10697 members 
Mstep: Class 19 contains 38352 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 16737 members 
Mstep: Class 22 contains 10081 members 
Mstep: Class 23 contains 8763 members 
Mstep: Class 24 contains 5354 members 
Mstep: Class 25 contains 29861 members 
Mstep: Class 26 contains 24891 members 
Mstep: Class 27 contains 18068 members 
Mstep: Class 28 contains 175589 members 
Mstep: Class 29 contains 28120 members 
Mstep: Class 30 contains 2316 members 
Mstep: Class 31 contains 2336 members 
Mstep: Class 32 contains 8201 members 
Mstep: Class 33 contains 498866 members 
Mstep: Class 34 contains 62416 members 
Mstep: Class 35 contains 44227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111997056.000000 Penalty: 123221.835938
Iteration 458Q: 36 clusters Score -1.119971e+08 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 8435 members 
Mstep: Class 3 contains 21843 members 
Mstep: Class 4 contains 9440 members 
Mstep: Class 5 contains 9304 members 
Mstep: Class 6 contains 77800 members 
Mstep: Class 7 contains 9807 members 
Mstep: Class 8 contains 2293 members 
Mstep: Class 9 contains 58961 members 
Mstep: Class 10 contains 16984 members 
Mstep: Class 11 contains 152481 members 
Mstep: Class 12 contains 27437 members 
Mstep: Class 13 contains 6227 members 
Mstep: Class 14 contains 10069 members 
Mstep: Class 15 contains 2612 members 
Mstep: Class 16 contains 45346 members 
Mstep: Class 17 contains 6093 members 
Mstep: Class 18 contains 10697 members 
Mstep: Class 19 contains 38352 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 16731 members 
Mstep: Class 22 contains 10079 members 
Mstep: Class 23 contains 8763 members 
Mstep: Class 24 contains 5355 members 
Mstep: Class 25 contains 29859 members 
Mstep: Class 26 contains 24891 members 
Mstep: Class 27 contains 18094 members 
Mstep: Class 28 contains 175799 members 
Mstep: Class 29 contains 28131 members 
Mstep: Class 30 contains 2316 members 
Mstep: Class 31 contains 2336 members 
Mstep: Class 32 contains 8201 members 
Mstep: Class 33 contains 498603 members 
Mstep: Class 34 contains 62433 members 
Mstep: Class 35 contains 44223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111997008.000000 Penalty: 123221.835938
Iteration 459Q: 36 clusters Score -1.11997e+08 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 8435 members 
Mstep: Class 3 contains 21882 members 
Mstep: Class 4 contains 9441 members 
Mstep: Class 5 contains 9315 members 
Mstep: Class 6 contains 77813 members 
Mstep: Class 7 contains 9802 members 
Mstep: Class 8 contains 2293 members 
Mstep: Class 9 contains 58951 members 
Mstep: Class 10 contains 16980 members 
Mstep: Class 11 contains 152476 members 
Mstep: Class 12 contains 27439 members 
Mstep: Class 13 contains 6214 members 
Mstep: Class 14 contains 10069 members 
Mstep: Class 15 contains 2612 members 
Mstep: Class 16 contains 45344 members 
Mstep: Class 17 contains 6092 members 
Mstep: Class 18 contains 10697 members 
Mstep: Class 19 contains 38350 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 16721 members 
Mstep: Class 22 contains 10079 members 
Mstep: Class 23 contains 8763 members 
Mstep: Class 24 contains 5355 members 
Mstep: Class 25 contains 29857 members 
Mstep: Class 26 contains 24889 members 
Mstep: Class 27 contains 18119 members 
Mstep: Class 28 contains 175982 members 
Mstep: Class 29 contains 28143 members 
Mstep: Class 30 contains 2316 members 
Mstep: Class 31 contains 2336 members 
Mstep: Class 32 contains 8201 members 
Mstep: Class 33 contains 498364 members 
Mstep: Class 34 contains 62442 members 
Mstep: Class 35 contains 44223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111996984.000000 Penalty: 123221.835938
Iteration 460F: 36 clusters Score -1.11997e+08 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 8435 members 
Mstep: Class 3 contains 21918 members 
Mstep: Class 4 contains 9440 members 
Mstep: Class 5 contains 9330 members 
Mstep: Class 6 contains 77822 members 
Mstep: Class 7 contains 9794 members 
Mstep: Class 8 contains 2293 members 
Mstep: Class 9 contains 58933 members 
Mstep: Class 10 contains 16975 members 
Mstep: Class 11 contains 152475 members 
Mstep: Class 12 contains 27438 members 
Mstep: Class 13 contains 6203 members 
Mstep: Class 14 contains 10069 members 
Mstep: Class 15 contains 2612 members 
Mstep: Class 16 contains 45344 members 
Mstep: Class 17 contains 6090 members 
Mstep: Class 18 contains 10695 members 
Mstep: Class 19 contains 38351 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 16717 members 
Mstep: Class 22 contains 10076 members 
Mstep: Class 23 contains 8763 members 
Mstep: Class 24 contains 5355 members 
Mstep: Class 25 contains 29855 members 
Mstep: Class 26 contains 24890 members 
Mstep: Class 27 contains 18136 members 
Mstep: Class 28 contains 176141 members 
Mstep: Class 29 contains 28157 members 
Mstep: Class 30 contains 2316 members 
Mstep: Class 31 contains 2336 members 
Mstep: Class 32 contains 8201 members 
Mstep: Class 33 contains 498166 members 
Mstep: Class 34 contains 62445 members 
Mstep: Class 35 contains 44223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111996896.000000 Penalty: 123221.835938
Iteration 461Q: 36 clusters Score -1.119969e+08 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 8435 members 
Mstep: Class 3 contains 21962 members 
Mstep: Class 4 contains 9436 members 
Mstep: Class 5 contains 9348 members 
Mstep: Class 6 contains 77834 members 
Mstep: Class 7 contains 9788 members 
Mstep: Class 8 contains 2293 members 
Mstep: Class 9 contains 58924 members 
Mstep: Class 10 contains 16973 members 
Mstep: Class 11 contains 152476 members 
Mstep: Class 12 contains 27438 members 
Mstep: Class 13 contains 6190 members 
Mstep: Class 14 contains 10069 members 
Mstep: Class 15 contains 2612 members 
Mstep: Class 16 contains 45341 members 
Mstep: Class 17 contains 6087 members 
Mstep: Class 18 contains 10695 members 
Mstep: Class 19 contains 38356 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 16702 members 
Mstep: Class 22 contains 10076 members 
Mstep: Class 23 contains 8763 members 
Mstep: Class 24 contains 5355 members 
Mstep: Class 25 contains 29847 members 
Mstep: Class 26 contains 24893 members 
Mstep: Class 27 contains 18158 members 
Mstep: Class 28 contains 176303 members 
Mstep: Class 29 contains 28169 members 
Mstep: Class 30 contains 2316 members 
Mstep: Class 31 contains 2336 members 
Mstep: Class 32 contains 8201 members 
Mstep: Class 33 contains 497948 members 
Mstep: Class 34 contains 62447 members 
Mstep: Class 35 contains 44223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111996848.000000 Penalty: 123221.835938
Iteration 462Q: 36 clusters Score -1.119968e+08 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 8435 members 
Mstep: Class 3 contains 22011 members 
Mstep: Class 4 contains 9431 members 
Mstep: Class 5 contains 9351 members 
Mstep: Class 6 contains 77840 members 
Mstep: Class 7 contains 9787 members 
Mstep: Class 8 contains 2294 members 
Mstep: Class 9 contains 58914 members 
Mstep: Class 10 contains 16969 members 
Mstep: Class 11 contains 152475 members 
Mstep: Class 12 contains 27439 members 
Mstep: Class 13 contains 6174 members 
Mstep: Class 14 contains 10069 members 
Mstep: Class 15 contains 2612 members 
Mstep: Class 16 contains 45340 members 
Mstep: Class 17 contains 6084 members 
Mstep: Class 18 contains 10697 members 
Mstep: Class 19 contains 38360 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 16691 members 
Mstep: Class 22 contains 10077 members 
Mstep: Class 23 contains 8763 members 
Mstep: Class 24 contains 5355 members 
Mstep: Class 25 contains 29840 members 
Mstep: Class 26 contains 24899 members 
Mstep: Class 27 contains 18181 members 
Mstep: Class 28 contains 176499 members 
Mstep: Class 29 contains 28177 members 
Mstep: Class 30 contains 2316 members 
Mstep: Class 31 contains 2335 members 
Mstep: Class 32 contains 8201 members 
Mstep: Class 33 contains 497697 members 
Mstep: Class 34 contains 62453 members 
Mstep: Class 35 contains 44228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111996752.000000 Penalty: 123221.835938
Iteration 463Q: 36 clusters Score -1.119968e+08 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 8435 members 
Mstep: Class 3 contains 22055 members 
Mstep: Class 4 contains 9428 members 
Mstep: Class 5 contains 9355 members 
Mstep: Class 6 contains 77845 members 
Mstep: Class 7 contains 9780 members 
Mstep: Class 8 contains 2294 members 
Mstep: Class 9 contains 58893 members 
Mstep: Class 10 contains 16967 members 
Mstep: Class 11 contains 152477 members 
Mstep: Class 12 contains 27440 members 
Mstep: Class 13 contains 6161 members 
Mstep: Class 14 contains 10068 members 
Mstep: Class 15 contains 2612 members 
Mstep: Class 16 contains 45340 members 
Mstep: Class 17 contains 6083 members 
Mstep: Class 18 contains 10696 members 
Mstep: Class 19 contains 38355 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 16683 members 
Mstep: Class 22 contains 10077 members 
Mstep: Class 23 contains 8763 members 
Mstep: Class 24 contains 5355 members 
Mstep: Class 25 contains 29836 members 
Mstep: Class 26 contains 24902 members 
Mstep: Class 27 contains 18203 members 
Mstep: Class 28 contains 176693 members 
Mstep: Class 29 contains 28185 members 
Mstep: Class 30 contains 2316 members 
Mstep: Class 31 contains 2335 members 
Mstep: Class 32 contains 8201 members 
Mstep: Class 33 contains 497476 members 
Mstep: Class 34 contains 62455 members 
Mstep: Class 35 contains 44230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111996800.000000 Penalty: 123221.835938
Iteration 464Q: 36 clusters Score -1.119968e+08 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 8435 members 
Mstep: Class 3 contains 22101 members 
Mstep: Class 4 contains 9425 members 
Mstep: Class 5 contains 9361 members 
Mstep: Class 6 contains 77853 members 
Mstep: Class 7 contains 9775 members 
Mstep: Class 8 contains 2294 members 
Mstep: Class 9 contains 58885 members 
Mstep: Class 10 contains 16964 members 
Mstep: Class 11 contains 152475 members 
Mstep: Class 12 contains 27440 members 
Mstep: Class 13 contains 6145 members 
Mstep: Class 14 contains 10068 members 
Mstep: Class 15 contains 2612 members 
Mstep: Class 16 contains 45339 members 
Mstep: Class 17 contains 6081 members 
Mstep: Class 18 contains 10698 members 
Mstep: Class 19 contains 38355 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 16677 members 
Mstep: Class 22 contains 10080 members 
Mstep: Class 23 contains 8763 members 
Mstep: Class 24 contains 5356 members 
Mstep: Class 25 contains 29832 members 
Mstep: Class 26 contains 24904 members 
Mstep: Class 27 contains 18231 members 
Mstep: Class 28 contains 176877 members 
Mstep: Class 29 contains 28194 members 
Mstep: Class 30 contains 2315 members 
Mstep: Class 31 contains 2335 members 
Mstep: Class 32 contains 8201 members 
Mstep: Class 33 contains 497230 members 
Mstep: Class 34 contains 62463 members 
Mstep: Class 35 contains 44231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111996712.000000 Penalty: 123221.835938
Iteration 465Q: 36 clusters Score -1.119967e+08 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 8435 members 
Mstep: Class 3 contains 22142 members 
Mstep: Class 4 contains 9421 members 
Mstep: Class 5 contains 9370 members 
Mstep: Class 6 contains 77858 members 
Mstep: Class 7 contains 9773 members 
Mstep: Class 8 contains 2294 members 
Mstep: Class 9 contains 58866 members 
Mstep: Class 10 contains 16964 members 
Mstep: Class 11 contains 152474 members 
Mstep: Class 12 contains 27442 members 
Mstep: Class 13 contains 6133 members 
Mstep: Class 14 contains 10068 members 
Mstep: Class 15 contains 2612 members 
Mstep: Class 16 contains 45337 members 
Mstep: Class 17 contains 6079 members 
Mstep: Class 18 contains 10695 members 
Mstep: Class 19 contains 38354 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 16664 members 
Mstep: Class 22 contains 10085 members 
Mstep: Class 23 contains 8763 members 
Mstep: Class 24 contains 5356 members 
Mstep: Class 25 contains 29834 members 
Mstep: Class 26 contains 24908 members 
Mstep: Class 27 contains 18260 members 
Mstep: Class 28 contains 177072 members 
Mstep: Class 29 contains 28204 members 
Mstep: Class 30 contains 2315 members 
Mstep: Class 31 contains 2335 members 
Mstep: Class 32 contains 8201 members 
Mstep: Class 33 contains 496978 members 
Mstep: Class 34 contains 62473 members 
Mstep: Class 35 contains 44231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111996808.000000 Penalty: 123221.835938
Iteration 466Q: 36 clusters Score -1.119968e+08 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 8435 members 
Mstep: Class 3 contains 22183 members 
Mstep: Class 4 contains 9417 members 
Mstep: Class 5 contains 9380 members 
Mstep: Class 6 contains 77859 members 
Mstep: Class 7 contains 9771 members 
Mstep: Class 8 contains 2295 members 
Mstep: Class 9 contains 58841 members 
Mstep: Class 10 contains 16966 members 
Mstep: Class 11 contains 152472 members 
Mstep: Class 12 contains 27441 members 
Mstep: Class 13 contains 6123 members 
Mstep: Class 14 contains 10068 members 
Mstep: Class 15 contains 2612 members 
Mstep: Class 16 contains 45338 members 
Mstep: Class 17 contains 6079 members 
Mstep: Class 18 contains 10696 members 
Mstep: Class 19 contains 38351 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 16657 members 
Mstep: Class 22 contains 10083 members 
Mstep: Class 23 contains 8763 members 
Mstep: Class 24 contains 5356 members 
Mstep: Class 25 contains 29835 members 
Mstep: Class 26 contains 24911 members 
Mstep: Class 27 contains 18293 members 
Mstep: Class 28 contains 177225 members 
Mstep: Class 29 contains 28216 members 
Mstep: Class 30 contains 2315 members 
Mstep: Class 31 contains 2335 members 
Mstep: Class 32 contains 8201 members 
Mstep: Class 33 contains 496767 members 
Mstep: Class 34 contains 62481 members 
Mstep: Class 35 contains 44231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111996760.000000 Penalty: 123221.835938
Iteration 467Q: 36 clusters Score -1.119968e+08 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 8435 members 
Mstep: Class 3 contains 22226 members 
Mstep: Class 4 contains 9413 members 
Mstep: Class 5 contains 9388 members 
Mstep: Class 6 contains 77862 members 
Mstep: Class 7 contains 9764 members 
Mstep: Class 8 contains 2296 members 
Mstep: Class 9 contains 58815 members 
Mstep: Class 10 contains 16968 members 
Mstep: Class 11 contains 152473 members 
Mstep: Class 12 contains 27440 members 
Mstep: Class 13 contains 6113 members 
Mstep: Class 14 contains 10068 members 
Mstep: Class 15 contains 2612 members 
Mstep: Class 16 contains 45339 members 
Mstep: Class 17 contains 6078 members 
Mstep: Class 18 contains 10697 members 
Mstep: Class 19 contains 38351 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 16649 members 
Mstep: Class 22 contains 10085 members 
Mstep: Class 23 contains 8763 members 
Mstep: Class 24 contains 5356 members 
Mstep: Class 25 contains 29835 members 
Mstep: Class 26 contains 24915 members 
Mstep: Class 27 contains 18317 members 
Mstep: Class 28 contains 177390 members 
Mstep: Class 29 contains 28231 members 
Mstep: Class 30 contains 2315 members 
Mstep: Class 31 contains 2335 members 
Mstep: Class 32 contains 8201 members 
Mstep: Class 33 contains 496551 members 
Mstep: Class 34 contains 62486 members 
Mstep: Class 35 contains 44229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111996744.000000 Penalty: 123221.835938
Iteration 468Q: 36 clusters Score -1.119967e+08 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 8435 members 
Mstep: Class 3 contains 22256 members 
Mstep: Class 4 contains 9414 members 
Mstep: Class 5 contains 9396 members 
Mstep: Class 6 contains 77864 members 
Mstep: Class 7 contains 9758 members 
Mstep: Class 8 contains 2296 members 
Mstep: Class 9 contains 58789 members 
Mstep: Class 10 contains 16968 members 
Mstep: Class 11 contains 152472 members 
Mstep: Class 12 contains 27440 members 
Mstep: Class 13 contains 6105 members 
Mstep: Class 14 contains 10068 members 
Mstep: Class 15 contains 2612 members 
Mstep: Class 16 contains 45337 members 
Mstep: Class 17 contains 6076 members 
Mstep: Class 18 contains 10696 members 
Mstep: Class 19 contains 38351 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 16642 members 
Mstep: Class 22 contains 10084 members 
Mstep: Class 23 contains 8763 members 
Mstep: Class 24 contains 5357 members 
Mstep: Class 25 contains 29832 members 
Mstep: Class 26 contains 24920 members 
Mstep: Class 27 contains 18345 members 
Mstep: Class 28 contains 177560 members 
Mstep: Class 29 contains 28246 members 
Mstep: Class 30 contains 2315 members 
Mstep: Class 31 contains 2335 members 
Mstep: Class 32 contains 8201 members 
Mstep: Class 33 contains 496347 members 
Mstep: Class 34 contains 62488 members 
Mstep: Class 35 contains 44228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111996784.000000 Penalty: 123221.835938
Iteration 469Q: 36 clusters Score -1.119968e+08 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 8435 members 
Mstep: Class 3 contains 22292 members 
Mstep: Class 4 contains 9418 members 
Mstep: Class 5 contains 9399 members 
Mstep: Class 6 contains 77864 members 
Mstep: Class 7 contains 9756 members 
Mstep: Class 8 contains 2296 members 
Mstep: Class 9 contains 58761 members 
Mstep: Class 10 contains 16965 members 
Mstep: Class 11 contains 152470 members 
Mstep: Class 12 contains 27437 members 
Mstep: Class 13 contains 6099 members 
Mstep: Class 14 contains 10068 members 
Mstep: Class 15 contains 2612 members 
Mstep: Class 16 contains 45340 members 
Mstep: Class 17 contains 6073 members 
Mstep: Class 18 contains 10698 members 
Mstep: Class 19 contains 38355 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 16641 members 
Mstep: Class 22 contains 10086 members 
Mstep: Class 23 contains 8763 members 
Mstep: Class 24 contains 5357 members 
Mstep: Class 25 contains 29832 members 
Mstep: Class 26 contains 24923 members 
Mstep: Class 27 contains 18373 members 
Mstep: Class 28 contains 177704 members 
Mstep: Class 29 contains 28256 members 
Mstep: Class 30 contains 2315 members 
Mstep: Class 31 contains 2335 members 
Mstep: Class 32 contains 8201 members 
Mstep: Class 33 contains 496149 members 
Mstep: Class 34 contains 62494 members 
Mstep: Class 35 contains 44229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111996840.000000 Penalty: 123221.835938
Iteration 470Q: 36 clusters Score -1.119968e+08 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 8435 members 
Mstep: Class 3 contains 22332 members 
Mstep: Class 4 contains 9419 members 
Mstep: Class 5 contains 9402 members 
Mstep: Class 6 contains 77866 members 
Mstep: Class 7 contains 9752 members 
Mstep: Class 8 contains 2296 members 
Mstep: Class 9 contains 58726 members 
Mstep: Class 10 contains 16964 members 
Mstep: Class 11 contains 152471 members 
Mstep: Class 12 contains 27434 members 
Mstep: Class 13 contains 6093 members 
Mstep: Class 14 contains 10069 members 
Mstep: Class 15 contains 2612 members 
Mstep: Class 16 contains 45344 members 
Mstep: Class 17 contains 6072 members 
Mstep: Class 18 contains 10699 members 
Mstep: Class 19 contains 38356 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 16637 members 
Mstep: Class 22 contains 10085 members 
Mstep: Class 23 contains 8763 members 
Mstep: Class 24 contains 5357 members 
Mstep: Class 25 contains 29829 members 
Mstep: Class 26 contains 24927 members 
Mstep: Class 27 contains 18409 members 
Mstep: Class 28 contains 177843 members 
Mstep: Class 29 contains 28266 members 
Mstep: Class 30 contains 2315 members 
Mstep: Class 31 contains 2335 members 
Mstep: Class 32 contains 8201 members 
Mstep: Class 33 contains 495963 members 
Mstep: Class 34 contains 62496 members 
Mstep: Class 35 contains 44228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111996872.000000 Penalty: 123221.835938
Iteration 471Q: 36 clusters Score -1.119969e+08 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 8435 members 
Mstep: Class 3 contains 22376 members 
Mstep: Class 4 contains 9420 members 
Mstep: Class 5 contains 9410 members 
Mstep: Class 6 contains 77873 members 
Mstep: Class 7 contains 9750 members 
Mstep: Class 8 contains 2296 members 
Mstep: Class 9 contains 58690 members 
Mstep: Class 10 contains 16960 members 
Mstep: Class 11 contains 152472 members 
Mstep: Class 12 contains 27432 members 
Mstep: Class 13 contains 6087 members 
Mstep: Class 14 contains 10070 members 
Mstep: Class 15 contains 2612 members 
Mstep: Class 16 contains 45347 members 
Mstep: Class 17 contains 6070 members 
Mstep: Class 18 contains 10696 members 
Mstep: Class 19 contains 38357 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 16635 members 
Mstep: Class 22 contains 10086 members 
Mstep: Class 23 contains 8763 members 
Mstep: Class 24 contains 5357 members 
Mstep: Class 25 contains 29821 members 
Mstep: Class 26 contains 24933 members 
Mstep: Class 27 contains 18455 members 
Mstep: Class 28 contains 177975 members 
Mstep: Class 29 contains 28276 members 
Mstep: Class 30 contains 2315 members 
Mstep: Class 31 contains 2335 members 
Mstep: Class 32 contains 8201 members 
Mstep: Class 33 contains 495757 members 
Mstep: Class 34 contains 62504 members 
Mstep: Class 35 contains 44230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111996944.000000 Penalty: 123221.835938
Iteration 472Q: 36 clusters Score -1.119969e+08 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 8435 members 
Mstep: Class 3 contains 22412 members 
Mstep: Class 4 contains 9425 members 
Mstep: Class 5 contains 9412 members 
Mstep: Class 6 contains 77882 members 
Mstep: Class 7 contains 9744 members 
Mstep: Class 8 contains 2296 members 
Mstep: Class 9 contains 58655 members 
Mstep: Class 10 contains 16958 members 
Mstep: Class 11 contains 152471 members 
Mstep: Class 12 contains 27430 members 
Mstep: Class 13 contains 6081 members 
Mstep: Class 14 contains 10071 members 
Mstep: Class 15 contains 2612 members 
Mstep: Class 16 contains 45350 members 
Mstep: Class 17 contains 6070 members 
Mstep: Class 18 contains 10697 members 
Mstep: Class 19 contains 38355 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 16633 members 
Mstep: Class 22 contains 10084 members 
Mstep: Class 23 contains 8763 members 
Mstep: Class 24 contains 5357 members 
Mstep: Class 25 contains 29817 members 
Mstep: Class 26 contains 24930 members 
Mstep: Class 27 contains 18489 members 
Mstep: Class 28 contains 178107 members 
Mstep: Class 29 contains 28288 members 
Mstep: Class 30 contains 2315 members 
Mstep: Class 31 contains 2335 members 
Mstep: Class 32 contains 8201 members 
Mstep: Class 33 contains 495587 members 
Mstep: Class 34 contains 62504 members 
Mstep: Class 35 contains 44230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111996896.000000 Penalty: 123221.835938
Iteration 473Q: 36 clusters Score -1.119969e+08 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 8435 members 
Mstep: Class 3 contains 22455 members 
Mstep: Class 4 contains 9429 members 
Mstep: Class 5 contains 9412 members 
Mstep: Class 6 contains 77885 members 
Mstep: Class 7 contains 9737 members 
Mstep: Class 8 contains 2295 members 
Mstep: Class 9 contains 58629 members 
Mstep: Class 10 contains 16954 members 
Mstep: Class 11 contains 152470 members 
Mstep: Class 12 contains 27430 members 
Mstep: Class 13 contains 6069 members 
Mstep: Class 14 contains 10071 members 
Mstep: Class 15 contains 2612 members 
Mstep: Class 16 contains 45351 members 
Mstep: Class 17 contains 6071 members 
Mstep: Class 18 contains 10695 members 
Mstep: Class 19 contains 38356 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 16630 members 
Mstep: Class 22 contains 10084 members 
Mstep: Class 23 contains 8763 members 
Mstep: Class 24 contains 5356 members 
Mstep: Class 25 contains 29818 members 
Mstep: Class 26 contains 24932 members 
Mstep: Class 27 contains 18516 members 
Mstep: Class 28 contains 178224 members 
Mstep: Class 29 contains 28302 members 
Mstep: Class 30 contains 2315 members 
Mstep: Class 31 contains 2335 members 
Mstep: Class 32 contains 8201 members 
Mstep: Class 33 contains 495417 members 
Mstep: Class 34 contains 62517 members 
Mstep: Class 35 contains 44230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111996904.000000 Penalty: 123221.835938
Iteration 474Q: 36 clusters Score -1.119969e+08 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 8435 members 
Mstep: Class 3 contains 22478 members 
Mstep: Class 4 contains 9431 members 
Mstep: Class 5 contains 9414 members 
Mstep: Class 6 contains 77894 members 
Mstep: Class 7 contains 9733 members 
Mstep: Class 8 contains 2295 members 
Mstep: Class 9 contains 58610 members 
Mstep: Class 10 contains 16947 members 
Mstep: Class 11 contains 152470 members 
Mstep: Class 12 contains 27431 members 
Mstep: Class 13 contains 6054 members 
Mstep: Class 14 contains 10071 members 
Mstep: Class 15 contains 2612 members 
Mstep: Class 16 contains 45350 members 
Mstep: Class 17 contains 6073 members 
Mstep: Class 18 contains 10695 members 
Mstep: Class 19 contains 38359 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 16627 members 
Mstep: Class 22 contains 10084 members 
Mstep: Class 23 contains 8763 members 
Mstep: Class 24 contains 5355 members 
Mstep: Class 25 contains 29821 members 
Mstep: Class 26 contains 24934 members 
Mstep: Class 27 contains 18545 members 
Mstep: Class 28 contains 178321 members 
Mstep: Class 29 contains 28323 members 
Mstep: Class 30 contains 2315 members 
Mstep: Class 31 contains 2335 members 
Mstep: Class 32 contains 8201 members 
Mstep: Class 33 contains 495265 members 
Mstep: Class 34 contains 62526 members 
Mstep: Class 35 contains 44228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111996872.000000 Penalty: 123221.835938
Iteration 475Q: 36 clusters Score -1.119969e+08 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 8435 members 
Mstep: Class 3 contains 22503 members 
Mstep: Class 4 contains 9431 members 
Mstep: Class 5 contains 9418 members 
Mstep: Class 6 contains 77897 members 
Mstep: Class 7 contains 9731 members 
Mstep: Class 8 contains 2295 members 
Mstep: Class 9 contains 58582 members 
Mstep: Class 10 contains 16942 members 
Mstep: Class 11 contains 152469 members 
Mstep: Class 12 contains 27432 members 
Mstep: Class 13 contains 6038 members 
Mstep: Class 14 contains 10071 members 
Mstep: Class 15 contains 2612 members 
Mstep: Class 16 contains 45349 members 
Mstep: Class 17 contains 6072 members 
Mstep: Class 18 contains 10696 members 
Mstep: Class 19 contains 38361 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 16623 members 
Mstep: Class 22 contains 10083 members 
Mstep: Class 23 contains 8763 members 
Mstep: Class 24 contains 5355 members 
Mstep: Class 25 contains 29822 members 
Mstep: Class 26 contains 24934 members 
Mstep: Class 27 contains 18564 members 
Mstep: Class 28 contains 178403 members 
Mstep: Class 29 contains 28341 members 
Mstep: Class 30 contains 2315 members 
Mstep: Class 31 contains 2335 members 
Mstep: Class 32 contains 8201 members 
Mstep: Class 33 contains 495165 members 
Mstep: Class 34 contains 62526 members 
Mstep: Class 35 contains 44231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111996800.000000 Penalty: 123221.835938
Iteration 476Q: 36 clusters Score -1.119968e+08 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 8435 members 
Mstep: Class 3 contains 22531 members 
Mstep: Class 4 contains 9430 members 
Mstep: Class 5 contains 9419 members 
Mstep: Class 6 contains 77909 members 
Mstep: Class 7 contains 9729 members 
Mstep: Class 8 contains 2295 members 
Mstep: Class 9 contains 58555 members 
Mstep: Class 10 contains 16936 members 
Mstep: Class 11 contains 152467 members 
Mstep: Class 12 contains 27430 members 
Mstep: Class 13 contains 6031 members 
Mstep: Class 14 contains 10071 members 
Mstep: Class 15 contains 2612 members 
Mstep: Class 16 contains 45352 members 
Mstep: Class 17 contains 6071 members 
Mstep: Class 18 contains 10697 members 
Mstep: Class 19 contains 38356 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 16621 members 
Mstep: Class 22 contains 10082 members 
Mstep: Class 23 contains 8763 members 
Mstep: Class 24 contains 5356 members 
Mstep: Class 25 contains 29814 members 
Mstep: Class 26 contains 24935 members 
Mstep: Class 27 contains 18592 members 
Mstep: Class 28 contains 178498 members 
Mstep: Class 29 contains 28352 members 
Mstep: Class 30 contains 2315 members 
Mstep: Class 31 contains 2335 members 
Mstep: Class 32 contains 8201 members 
Mstep: Class 33 contains 495041 members 
Mstep: Class 34 contains 62532 members 
Mstep: Class 35 contains 44232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111996888.000000 Penalty: 123221.835938
Iteration 477Q: 36 clusters Score -1.119969e+08 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 8435 members 
Mstep: Class 3 contains 22551 members 
Mstep: Class 4 contains 9428 members 
Mstep: Class 5 contains 9420 members 
Mstep: Class 6 contains 77925 members 
Mstep: Class 7 contains 9729 members 
Mstep: Class 8 contains 2295 members 
Mstep: Class 9 contains 58533 members 
Mstep: Class 10 contains 16933 members 
Mstep: Class 11 contains 152467 members 
Mstep: Class 12 contains 27425 members 
Mstep: Class 13 contains 6025 members 
Mstep: Class 14 contains 10071 members 
Mstep: Class 15 contains 2612 members 
Mstep: Class 16 contains 45355 members 
Mstep: Class 17 contains 6069 members 
Mstep: Class 18 contains 10698 members 
Mstep: Class 19 contains 38357 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 16620 members 
Mstep: Class 22 contains 10081 members 
Mstep: Class 23 contains 8763 members 
Mstep: Class 24 contains 5355 members 
Mstep: Class 25 contains 29813 members 
Mstep: Class 26 contains 24935 members 
Mstep: Class 27 contains 18618 members 
Mstep: Class 28 contains 178610 members 
Mstep: Class 29 contains 28361 members 
Mstep: Class 30 contains 2315 members 
Mstep: Class 31 contains 2335 members 
Mstep: Class 32 contains 8201 members 
Mstep: Class 33 contains 494889 members 
Mstep: Class 34 contains 62540 members 
Mstep: Class 35 contains 44231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111996840.000000 Penalty: 123221.835938
Iteration 478Q: 36 clusters Score -1.119968e+08 nChanged 281
Entering ConstructFrom: 
Score: -111996840.000000 Penalty: 123221.835938
Entering ConstructFrom: 
Trying to split cluster 1 (9557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Entering Unmasked Estep 
Score: -703531.687500 Penalty: 2272.927246
	Iteration 0F: 2 clusters Score -703531.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -696125.562500 Penalty: 4545.854492
	Iteration 0F: 3 clusters Score -696125.6 nChanged 3928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -698220.875000 Penalty: 4545.854492
	Iteration 1F: 3 clusters Score -698220.9 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -698788.937500 Penalty: 4545.854492
	Iteration 2F: 3 clusters Score -698788.9 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -699682.375000 Penalty: 4545.854492
	Iteration 3F: 3 clusters Score -699682.4 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -700813.125000 Penalty: 4545.854492
	Iteration 4F: 3 clusters Score -700813.1 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -701874.187500 Penalty: 4545.854492
	Iteration 5F: 3 clusters Score -701874.2 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -702725.625000 Penalty: 4545.854492
	Iteration 6F: 3 clusters Score -702725.6 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -703402.750000 Penalty: 4545.854492
	Iteration 7F: 3 clusters Score -703402.8 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -703925.625000 Penalty: 4545.854492
	Iteration 8Q: 3 clusters Score -703925.6 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -704228.562500 Penalty: 4545.854492
	Iteration 9Q: 3 clusters Score -704228.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -704360.562500 Penalty: 4545.854492
	Iteration 10Q: 3 clusters Score -704360.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -704405.937500 Penalty: 4545.854492
	Iteration 11Q: 3 clusters Score -704405.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -704426.812500 Penalty: 4545.854492
	Iteration 12Q: 3 clusters Score -704426.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -704442.500000 Penalty: 4545.854492
	Iteration 13Q: 3 clusters Score -704442.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -704452.000000 Penalty: 4545.854492
	Iteration 14Q: 3 clusters Score -704452 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -704461.500000 Penalty: 4545.854492
	Iteration 15Q: 3 clusters Score -704461.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -704467.187500 Penalty: 4545.854492
	Iteration 16Q: 3 clusters Score -704467.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -704470.000000 Penalty: 4545.854492
	Iteration 17Q: 3 clusters Score -704470 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -704475.250000 Penalty: 4545.854492
	Iteration 18Q: 3 clusters Score -704475.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -704477.187500 Penalty: 4545.854492
	Iteration 19Q: 3 clusters Score -704477.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -704477.062500 Penalty: 4545.854492
	Iteration 20F: 3 clusters Score -704477.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -704479.062500 Penalty: 4545.854492
	Iteration 21Q: 3 clusters Score -704479.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -704478.812500 Penalty: 4545.854492
	Iteration 22Q: 3 clusters Score -704478.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -704480.250000 Penalty: 4545.854492
	Iteration 23Q: 3 clusters Score -704480.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -704480.125000 Penalty: 4545.854492
	Iteration 24Q: 3 clusters Score -704480.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -704480.125000 Penalty: 4545.854492
	Iteration 25F: 3 clusters Score -704480.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 8435 members 
Mstep: Class 3 contains 22573 members 
Mstep: Class 4 contains 9425 members 
Mstep: Class 5 contains 9421 members 
Mstep: Class 6 contains 77936 members 
Mstep: Class 7 contains 9727 members 
Mstep: Class 8 contains 2295 members 
Mstep: Class 9 contains 58517 members 
Mstep: Class 10 contains 16927 members 
Mstep: Class 11 contains 152468 members 
Mstep: Class 12 contains 27421 members 
Mstep: Class 13 contains 6021 members 
Mstep: Class 14 contains 10071 members 
Mstep: Class 15 contains 2612 members 
Mstep: Class 16 contains 45361 members 
Mstep: Class 17 contains 6067 members 
Mstep: Class 18 contains 10697 members 
Mstep: Class 19 contains 38355 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 16619 members 
Mstep: Class 22 contains 10079 members 
Mstep: Class 23 contains 8763 members 
Mstep: Class 24 contains 5355 members 
Mstep: Class 25 contains 29815 members 
Mstep: Class 26 contains 24933 members 
Mstep: Class 27 contains 18640 members 
Mstep: Class 28 contains 178726 members 
Mstep: Class 29 contains 28368 members 
Mstep: Class 30 contains 2315 members 
Mstep: Class 31 contains 2335 members 
Mstep: Class 32 contains 8201 members 
Mstep: Class 33 contains 494732 members 
Mstep: Class 34 contains 62551 members 
Mstep: Class 35 contains 44234 members 
Mstep: Class 36 contains 4148 members 
Entering Unmasked Estep 
Score: -111996256.000000 Penalty: 126742.460938
Splitting cluster 1 changes total score from -111996840.000000 to -111996256.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (8435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Entering Unmasked Estep 
Score: -650223.937500 Penalty: 2241.956055
	Iteration 0F: 2 clusters Score -650223.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -643522.750000 Penalty: 4483.912109
	Iteration 0F: 3 clusters Score -643522.8 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -645390.750000 Penalty: 4483.912109
	Iteration 1F: 3 clusters Score -645390.8 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -645640.125000 Penalty: 4483.912109
	Iteration 2F: 3 clusters Score -645640.1 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -645821.125000 Penalty: 4483.912109
	Iteration 3Q: 3 clusters Score -645821.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -645960.000000 Penalty: 4483.912109
	Iteration 4Q: 3 clusters Score -645960 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -646079.312500 Penalty: 4483.912109
	Iteration 5Q: 3 clusters Score -646079.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -646201.312500 Penalty: 4483.912109
	Iteration 6Q: 3 clusters Score -646201.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -646336.250000 Penalty: 4483.912109
	Iteration 7Q: 3 clusters Score -646336.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -646488.437500 Penalty: 4483.912109
	Iteration 8Q: 3 clusters Score -646488.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -646686.375000 Penalty: 4483.912109
	Iteration 9Q: 3 clusters Score -646686.4 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -646919.000000 Penalty: 4483.912109
	Iteration 10Q: 3 clusters Score -646919 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -647165.187500 Penalty: 4483.912109
	Iteration 11Q: 3 clusters Score -647165.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -647409.125000 Penalty: 4483.912109
	Iteration 12Q: 3 clusters Score -647409.1 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -647629.000000 Penalty: 4483.912109
	Iteration 13Q: 3 clusters Score -647629 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -647897.500000 Penalty: 4483.912109
	Iteration 14Q: 3 clusters Score -647897.5 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -648200.000000 Penalty: 4483.912109
	Iteration 15Q: 3 clusters Score -648200 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -648474.187500 Penalty: 4483.912109
	Iteration 16Q: 3 clusters Score -648474.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -648692.937500 Penalty: 4483.912109
	Iteration 17Q: 3 clusters Score -648692.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -648845.000000 Penalty: 4483.912109
	Iteration 18Q: 3 clusters Score -648845 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -648978.750000 Penalty: 4483.912109
	Iteration 19Q: 3 clusters Score -648978.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -649066.312500 Penalty: 4483.912109
	Iteration 20F: 3 clusters Score -649066.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -649132.187500 Penalty: 4483.912109
	Iteration 21Q: 3 clusters Score -649132.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -649195.562500 Penalty: 4483.912109
	Iteration 22Q: 3 clusters Score -649195.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -649248.125000 Penalty: 4483.912109
	Iteration 23Q: 3 clusters Score -649248.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -649297.500000 Penalty: 4483.912109
	Iteration 24Q: 3 clusters Score -649297.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -649348.187500 Penalty: 4483.912109
	Iteration 25Q: 3 clusters Score -649348.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -649396.500000 Penalty: 4483.912109
	Iteration 26Q: 3 clusters Score -649396.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -649438.500000 Penalty: 4483.912109
	Iteration 27Q: 3 clusters Score -649438.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -649472.500000 Penalty: 4483.912109
	Iteration 28Q: 3 clusters Score -649472.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -649497.000000 Penalty: 4483.912109
	Iteration 29Q: 3 clusters Score -649497 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -649516.750000 Penalty: 4483.912109
	Iteration 30Q: 3 clusters Score -649516.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -649536.937500 Penalty: 4483.912109
	Iteration 31Q: 3 clusters Score -649536.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -649549.500000 Penalty: 4483.912109
	Iteration 32Q: 3 clusters Score -649549.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -649557.875000 Penalty: 4483.912109
	Iteration 33Q: 3 clusters Score -649557.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -649561.562500 Penalty: 4483.912109
	Iteration 34Q: 3 clusters Score -649561.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -649563.375000 Penalty: 4483.912109
	Iteration 35Q: 3 clusters Score -649563.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -649565.125000 Penalty: 4483.912109
	Iteration 36Q: 3 clusters Score -649565.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -649565.937500 Penalty: 4483.912109
	Iteration 37Q: 3 clusters Score -649565.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -649569.000000 Penalty: 4483.912109
	Iteration 38Q: 3 clusters Score -649569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -649569.187500 Penalty: 4483.912109
	Iteration 39Q: 3 clusters Score -649569.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -649568.312500 Penalty: 4483.912109
	Iteration 40F: 3 clusters Score -649568.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -649566.937500 Penalty: 4483.912109
	Iteration 41Q: 3 clusters Score -649566.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -649567.937500 Penalty: 4483.912109
	Iteration 42Q: 3 clusters Score -649567.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -649567.937500 Penalty: 4483.912109
	Iteration 43F: 3 clusters Score -649567.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (22573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22573 members 
Entering Unmasked Estep 
Score: -1864235.250000 Penalty: 2486.078369
	Iteration 0F: 2 clusters Score -1864235 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -1848508.375000 Penalty: 4972.156738
	Iteration 0F: 3 clusters Score -1848508 nChanged 10026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -1853826.000000 Penalty: 4972.156738
	Iteration 1F: 3 clusters Score -1853826 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -1854169.750000 Penalty: 4972.156738
	Iteration 2Q: 3 clusters Score -1854170 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -1854456.500000 Penalty: 4972.156738
	Iteration 3Q: 3 clusters Score -1854456 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -1854722.375000 Penalty: 4972.156738
	Iteration 4Q: 3 clusters Score -1854722 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -1855018.750000 Penalty: 4972.156738
	Iteration 5Q: 3 clusters Score -1855019 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -1855412.750000 Penalty: 4972.156738
	Iteration 6Q: 3 clusters Score -1855413 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 15383 members 
Entering Unmasked Estep 
Score: -1855972.750000 Penalty: 4972.156738
	Iteration 7Q: 3 clusters Score -1855973 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 16615 members 
Entering Unmasked Estep 
Score: -1856758.125000 Penalty: 4972.156738
	Iteration 8F: 3 clusters Score -1856758 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 18068 members 
Entering Unmasked Estep 
Score: -1857883.750000 Penalty: 4972.156738
	Iteration 9F: 3 clusters Score -1857884 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 19610 members 
Entering Unmasked Estep 
Score: -1859289.125000 Penalty: 4972.156738
	Iteration 10F: 3 clusters Score -1859289 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 20874 members 
Entering Unmasked Estep 
Score: -1860492.750000 Penalty: 4972.156738
	Iteration 11F: 3 clusters Score -1860493 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 21694 members 
Entering Unmasked Estep 
Score: -1861276.000000 Penalty: 4972.156738
	Iteration 12Q: 3 clusters Score -1861276 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 22064 members 
Entering Unmasked Estep 
Score: -1861649.500000 Penalty: 4972.156738
	Iteration 13Q: 3 clusters Score -1861650 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 22227 members 
Entering Unmasked Estep 
Score: -1861851.000000 Penalty: 4972.156738
	Iteration 14Q: 3 clusters Score -1861851 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 22286 members 
Entering Unmasked Estep 
Score: -1861938.250000 Penalty: 4972.156738
	Iteration 15Q: 3 clusters Score -1861938 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 22318 members 
Entering Unmasked Estep 
Score: -1861984.125000 Penalty: 4972.156738
	Iteration 16Q: 3 clusters Score -1861984 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 22325 members 
Entering Unmasked Estep 
Score: -1862007.375000 Penalty: 4972.156738
	Iteration 17Q: 3 clusters Score -1862007 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 22331 members 
Entering Unmasked Estep 
Score: -1862023.375000 Penalty: 4972.156738
	Iteration 18Q: 3 clusters Score -1862023 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 22336 members 
Entering Unmasked Estep 
Score: -1862031.125000 Penalty: 4972.156738
	Iteration 19Q: 3 clusters Score -1862031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 22340 members 
Entering Unmasked Estep 
Score: -1862038.375000 Penalty: 4972.156738
	Iteration 20F: 3 clusters Score -1862038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 22340 members 
Entering Unmasked Estep 
Score: -1862042.000000 Penalty: 4972.156738
	Iteration 21Q: 3 clusters Score -1862042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 22343 members 
Entering Unmasked Estep 
Score: -1862048.875000 Penalty: 4972.156738
	Iteration 22Q: 3 clusters Score -1862049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 22345 members 
Entering Unmasked Estep 
Score: -1862053.500000 Penalty: 4972.156738
	Iteration 23Q: 3 clusters Score -1862054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 22347 members 
Entering Unmasked Estep 
Score: -1862054.375000 Penalty: 4972.156738
	Iteration 24Q: 3 clusters Score -1862054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 22347 members 
Entering Unmasked Estep 
Score: -1862054.375000 Penalty: 4972.156738
	Iteration 25F: 3 clusters Score -1862054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Entering Unmasked Estep 
Score: -726695.875000 Penalty: 2269.478027
	Iteration 0F: 2 clusters Score -726695.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -719431.625000 Penalty: 4538.956055
	Iteration 0F: 3 clusters Score -719431.6 nChanged 3877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -721519.187500 Penalty: 4538.956055
	Iteration 1F: 3 clusters Score -721519.2 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -721836.062500 Penalty: 4538.956055
	Iteration 2F: 3 clusters Score -721836.1 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -722054.500000 Penalty: 4538.956055
	Iteration 3F: 3 clusters Score -722054.5 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -722216.687500 Penalty: 4538.956055
	Iteration 4Q: 3 clusters Score -722216.7 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -722341.250000 Penalty: 4538.956055
	Iteration 5Q: 3 clusters Score -722341.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -722440.750000 Penalty: 4538.956055
	Iteration 6Q: 3 clusters Score -722440.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -722528.375000 Penalty: 4538.956055
	Iteration 7Q: 3 clusters Score -722528.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -722615.000000 Penalty: 4538.956055
	Iteration 8Q: 3 clusters Score -722615 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -722696.812500 Penalty: 4538.956055
	Iteration 9Q: 3 clusters Score -722696.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -722765.875000 Penalty: 4538.956055
	Iteration 10Q: 3 clusters Score -722765.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -722823.562500 Penalty: 4538.956055
	Iteration 11Q: 3 clusters Score -722823.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -722871.625000 Penalty: 4538.956055
	Iteration 12Q: 3 clusters Score -722871.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -722926.187500 Penalty: 4538.956055
	Iteration 13Q: 3 clusters Score -722926.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -722981.875000 Penalty: 4538.956055
	Iteration 14Q: 3 clusters Score -722981.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -723042.812500 Penalty: 4538.956055
	Iteration 15Q: 3 clusters Score -723042.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -723128.000000 Penalty: 4538.956055
	Iteration 16Q: 3 clusters Score -723128 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -723228.750000 Penalty: 4538.956055
	Iteration 17Q: 3 clusters Score -723228.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -723322.187500 Penalty: 4538.956055
	Iteration 18Q: 3 clusters Score -723322.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -723427.750000 Penalty: 4538.956055
	Iteration 19Q: 3 clusters Score -723427.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -723558.875000 Penalty: 4538.956055
	Iteration 20F: 3 clusters Score -723558.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -723684.500000 Penalty: 4538.956055
	Iteration 21Q: 3 clusters Score -723684.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -723788.312500 Penalty: 4538.956055
	Iteration 22Q: 3 clusters Score -723788.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -723868.187500 Penalty: 4538.956055
	Iteration 23Q: 3 clusters Score -723868.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -723939.437500 Penalty: 4538.956055
	Iteration 24Q: 3 clusters Score -723939.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -723993.375000 Penalty: 4538.956055
	Iteration 25Q: 3 clusters Score -723993.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -724040.437500 Penalty: 4538.956055
	Iteration 26Q: 3 clusters Score -724040.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -724062.625000 Penalty: 4538.956055
	Iteration 27Q: 3 clusters Score -724062.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -724083.562500 Penalty: 4538.956055
	Iteration 28Q: 3 clusters Score -724083.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -724095.687500 Penalty: 4538.956055
	Iteration 29Q: 3 clusters Score -724095.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -724110.500000 Penalty: 4538.956055
	Iteration 30Q: 3 clusters Score -724110.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -724117.562500 Penalty: 4538.956055
	Iteration 31Q: 3 clusters Score -724117.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -724123.750000 Penalty: 4538.956055
	Iteration 32Q: 3 clusters Score -724123.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -724127.812500 Penalty: 4538.956055
	Iteration 33Q: 3 clusters Score -724127.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -724131.125000 Penalty: 4538.956055
	Iteration 34Q: 3 clusters Score -724131.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -724136.437500 Penalty: 4538.956055
	Iteration 35Q: 3 clusters Score -724136.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -724139.062500 Penalty: 4538.956055
	Iteration 36Q: 3 clusters Score -724139.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -724148.187500 Penalty: 4538.956055
	Iteration 37Q: 3 clusters Score -724148.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -724150.500000 Penalty: 4538.956055
	Iteration 38Q: 3 clusters Score -724150.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -724154.125000 Penalty: 4538.956055
	Iteration 39Q: 3 clusters Score -724154.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -724157.250000 Penalty: 4538.956055
	Iteration 40F: 3 clusters Score -724157.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -724159.937500 Penalty: 4538.956055
	Iteration 41Q: 3 clusters Score -724159.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -724161.375000 Penalty: 4538.956055
	Iteration 42Q: 3 clusters Score -724161.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -724162.312500 Penalty: 4538.956055
	Iteration 43Q: 3 clusters Score -724162.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -724164.062500 Penalty: 4538.956055
	Iteration 44Q: 3 clusters Score -724164.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -724165.750000 Penalty: 4538.956055
	Iteration 45Q: 3 clusters Score -724165.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -724166.062500 Penalty: 4538.956055
	Iteration 46Q: 3 clusters Score -724166.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -724165.500000 Penalty: 4538.956055
	Iteration 47Q: 3 clusters Score -724165.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -724167.312500 Penalty: 4538.956055
	Iteration 48Q: 3 clusters Score -724167.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -724169.312500 Penalty: 4538.956055
	Iteration 49Q: 3 clusters Score -724169.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -724171.687500 Penalty: 4538.956055
	Iteration 50Q: 3 clusters Score -724171.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -724171.687500 Penalty: 4538.956055
	Iteration 51Q: 3 clusters Score -724171.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -724174.812500 Penalty: 4538.956055
	Iteration 52Q: 3 clusters Score -724174.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -724176.625000 Penalty: 4538.956055
	Iteration 53Q: 3 clusters Score -724176.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -724178.062500 Penalty: 4538.956055
	Iteration 54Q: 3 clusters Score -724178.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -724180.875000 Penalty: 4538.956055
	Iteration 55Q: 3 clusters Score -724180.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -724185.437500 Penalty: 4538.956055
	Iteration 56Q: 3 clusters Score -724185.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -724190.062500 Penalty: 4538.956055
	Iteration 57Q: 3 clusters Score -724190.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -724193.562500 Penalty: 4538.956055
	Iteration 58Q: 3 clusters Score -724193.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -724193.625000 Penalty: 4538.956055
	Iteration 59Q: 3 clusters Score -724193.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -724193.750000 Penalty: 4538.956055
	Iteration 60F: 3 clusters Score -724193.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -724196.937500 Penalty: 4538.956055
	Iteration 61Q: 3 clusters Score -724196.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -724198.125000 Penalty: 4538.956055
	Iteration 62Q: 3 clusters Score -724198.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -724200.375000 Penalty: 4538.956055
	Iteration 63Q: 3 clusters Score -724200.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -724203.750000 Penalty: 4538.956055
	Iteration 64Q: 3 clusters Score -724203.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -724204.750000 Penalty: 4538.956055
	Iteration 65Q: 3 clusters Score -724204.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -724208.125000 Penalty: 4538.956055
	Iteration 66Q: 3 clusters Score -724208.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -724210.500000 Penalty: 4538.956055
	Iteration 67Q: 3 clusters Score -724210.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -724213.125000 Penalty: 4538.956055
	Iteration 68Q: 3 clusters Score -724213.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -724212.937500 Penalty: 4538.956055
	Iteration 69Q: 3 clusters Score -724212.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -724215.562500 Penalty: 4538.956055
	Iteration 70Q: 3 clusters Score -724215.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -724217.687500 Penalty: 4538.956055
	Iteration 71Q: 3 clusters Score -724217.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -724219.937500 Penalty: 4538.956055
	Iteration 72Q: 3 clusters Score -724219.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -724220.187500 Penalty: 4538.956055
	Iteration 73Q: 3 clusters Score -724220.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -724222.437500 Penalty: 4538.956055
	Iteration 74Q: 3 clusters Score -724222.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -724223.000000 Penalty: 4538.956055
	Iteration 75Q: 3 clusters Score -724223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -724222.125000 Penalty: 4538.956055
	Iteration 76Q: 3 clusters Score -724222.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -724220.875000 Penalty: 4538.956055
	Iteration 77Q: 3 clusters Score -724220.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -724222.500000 Penalty: 4538.956055
	Iteration 78Q: 3 clusters Score -724222.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -724223.562500 Penalty: 4538.956055
	Iteration 79Q: 3 clusters Score -724223.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -724222.500000 Penalty: 4538.956055
	Iteration 80F: 3 clusters Score -724222.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -724223.812500 Penalty: 4538.956055
	Iteration 81Q: 3 clusters Score -724223.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -724224.187500 Penalty: 4538.956055
	Iteration 82Q: 3 clusters Score -724224.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -724224.187500 Penalty: 4538.956055
	Iteration 83F: 3 clusters Score -724224.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Entering Unmasked Estep 
Score: -743806.875000 Penalty: 2269.372803
	Iteration 0F: 2 clusters Score -743806.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -736498.500000 Penalty: 4538.745605
	Iteration 0F: 3 clusters Score -736498.5 nChanged 3835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -738550.812500 Penalty: 4538.745605
	Iteration 1F: 3 clusters Score -738550.8 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -738833.250000 Penalty: 4538.745605
	Iteration 2F: 3 clusters Score -738833.2 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -739045.187500 Penalty: 4538.745605
	Iteration 3Q: 3 clusters Score -739045.2 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -739197.750000 Penalty: 4538.745605
	Iteration 4Q: 3 clusters Score -739197.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -739309.500000 Penalty: 4538.745605
	Iteration 5Q: 3 clusters Score -739309.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -739424.000000 Penalty: 4538.745605
	Iteration 6Q: 3 clusters Score -739424 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -739529.687500 Penalty: 4538.745605
	Iteration 7Q: 3 clusters Score -739529.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -739629.125000 Penalty: 4538.745605
	Iteration 8Q: 3 clusters Score -739629.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -739718.312500 Penalty: 4538.745605
	Iteration 9Q: 3 clusters Score -739718.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -739832.437500 Penalty: 4538.745605
	Iteration 10Q: 3 clusters Score -739832.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -739943.187500 Penalty: 4538.745605
	Iteration 11Q: 3 clusters Score -739943.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -740078.937500 Penalty: 4538.745605
	Iteration 12Q: 3 clusters Score -740078.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -740231.375000 Penalty: 4538.745605
	Iteration 13Q: 3 clusters Score -740231.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -740381.937500 Penalty: 4538.745605
	Iteration 14Q: 3 clusters Score -740381.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -740521.125000 Penalty: 4538.745605
	Iteration 15Q: 3 clusters Score -740521.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -740638.562500 Penalty: 4538.745605
	Iteration 16Q: 3 clusters Score -740638.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -740770.250000 Penalty: 4538.745605
	Iteration 17Q: 3 clusters Score -740770.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -740880.875000 Penalty: 4538.745605
	Iteration 18Q: 3 clusters Score -740880.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -740970.562500 Penalty: 4538.745605
	Iteration 19Q: 3 clusters Score -740970.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -741053.437500 Penalty: 4538.745605
	Iteration 20F: 3 clusters Score -741053.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -741113.312500 Penalty: 4538.745605
	Iteration 21Q: 3 clusters Score -741113.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -741168.625000 Penalty: 4538.745605
	Iteration 22Q: 3 clusters Score -741168.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -741211.250000 Penalty: 4538.745605
	Iteration 23Q: 3 clusters Score -741211.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -741242.875000 Penalty: 4538.745605
	Iteration 24Q: 3 clusters Score -741242.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -741264.062500 Penalty: 4538.745605
	Iteration 25Q: 3 clusters Score -741264.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -741282.812500 Penalty: 4538.745605
	Iteration 26Q: 3 clusters Score -741282.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -741299.750000 Penalty: 4538.745605
	Iteration 27Q: 3 clusters Score -741299.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -741311.062500 Penalty: 4538.745605
	Iteration 28Q: 3 clusters Score -741311.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -741321.562500 Penalty: 4538.745605
	Iteration 29Q: 3 clusters Score -741321.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -741329.125000 Penalty: 4538.745605
	Iteration 30Q: 3 clusters Score -741329.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -741333.750000 Penalty: 4538.745605
	Iteration 31Q: 3 clusters Score -741333.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -741339.187500 Penalty: 4538.745605
	Iteration 32Q: 3 clusters Score -741339.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -741342.250000 Penalty: 4538.745605
	Iteration 33Q: 3 clusters Score -741342.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -741347.312500 Penalty: 4538.745605
	Iteration 34Q: 3 clusters Score -741347.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -741350.875000 Penalty: 4538.745605
	Iteration 35Q: 3 clusters Score -741350.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -741353.687500 Penalty: 4538.745605
	Iteration 36Q: 3 clusters Score -741353.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -741358.250000 Penalty: 4538.745605
	Iteration 37Q: 3 clusters Score -741358.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -741363.875000 Penalty: 4538.745605
	Iteration 38Q: 3 clusters Score -741363.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -741372.812500 Penalty: 4538.745605
	Iteration 39Q: 3 clusters Score -741372.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -741377.500000 Penalty: 4538.745605
	Iteration 40F: 3 clusters Score -741377.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -741382.500000 Penalty: 4538.745605
	Iteration 41Q: 3 clusters Score -741382.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -741387.562500 Penalty: 4538.745605
	Iteration 42Q: 3 clusters Score -741387.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -741392.000000 Penalty: 4538.745605
	Iteration 43Q: 3 clusters Score -741392 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -741396.687500 Penalty: 4538.745605
	Iteration 44Q: 3 clusters Score -741396.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -741397.375000 Penalty: 4538.745605
	Iteration 45Q: 3 clusters Score -741397.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -741400.187500 Penalty: 4538.745605
	Iteration 46Q: 3 clusters Score -741400.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -741401.375000 Penalty: 4538.745605
	Iteration 47Q: 3 clusters Score -741401.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -741401.312500 Penalty: 4538.745605
	Iteration 48Q: 3 clusters Score -741401.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -741404.750000 Penalty: 4538.745605
	Iteration 49Q: 3 clusters Score -741404.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -741404.625000 Penalty: 4538.745605
	Iteration 50Q: 3 clusters Score -741404.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -741403.687500 Penalty: 4538.745605
	Iteration 51Q: 3 clusters Score -741403.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -741403.750000 Penalty: 4538.745605
	Iteration 52Q: 3 clusters Score -741403.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -741404.562500 Penalty: 4538.745605
	Iteration 53Q: 3 clusters Score -741404.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -741406.125000 Penalty: 4538.745605
	Iteration 54Q: 3 clusters Score -741406.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -741405.875000 Penalty: 4538.745605
	Iteration 55Q: 3 clusters Score -741405.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -741405.875000 Penalty: 4538.745605
	Iteration 56F: 3 clusters Score -741405.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (77936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77936 members 
Entering Unmasked Estep 
Score: -6328306.000000 Penalty: 2793.383545
	Iteration 0F: 2 clusters Score -6328306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38722 members 
Mstep: Class 2 contains 39214 members 
Entering Unmasked Estep 
Score: -6276199.000000 Penalty: 5586.767090
	Iteration 0F: 3 clusters Score -6276199 nChanged 36716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36588 members 
Mstep: Class 2 contains 41348 members 
Entering Unmasked Estep 
Score: -6297493.500000 Penalty: 5586.767090
	Iteration 1F: 3 clusters Score -6297494 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35334 members 
Mstep: Class 2 contains 42602 members 
Entering Unmasked Estep 
Score: -6298575.000000 Penalty: 5586.767090
	Iteration 2Q: 3 clusters Score -6298575 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33568 members 
Mstep: Class 2 contains 44368 members 
Entering Unmasked Estep 
Score: -6299920.500000 Penalty: 5586.767090
	Iteration 3Q: 3 clusters Score -6299920 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31092 members 
Mstep: Class 2 contains 46844 members 
Entering Unmasked Estep 
Score: -6301696.500000 Penalty: 5586.767090
	Iteration 4Q: 3 clusters Score -6301696 nChanged 4116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27834 members 
Mstep: Class 2 contains 50102 members 
Entering Unmasked Estep 
Score: -6304184.500000 Penalty: 5586.767090
	Iteration 5F: 3 clusters Score -6304184 nChanged 4687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23817 members 
Mstep: Class 2 contains 54119 members 
Entering Unmasked Estep 
Score: -6307429.500000 Penalty: 5586.767090
	Iteration 6F: 3 clusters Score -6307430 nChanged 4916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 58509 members 
Entering Unmasked Estep 
Score: -6311307.000000 Penalty: 5586.767090
	Iteration 7F: 3 clusters Score -6311307 nChanged 4579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 62730 members 
Entering Unmasked Estep 
Score: -6315215.000000 Penalty: 5586.767090
	Iteration 8F: 3 clusters Score -6315215 nChanged 3816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 66236 members 
Entering Unmasked Estep 
Score: -6318417.000000 Penalty: 5586.767090
	Iteration 9Q: 3 clusters Score -6318417 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 68821 members 
Entering Unmasked Estep 
Score: -6320656.000000 Penalty: 5586.767090
	Iteration 10Q: 3 clusters Score -6320656 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 70668 members 
Entering Unmasked Estep 
Score: -6322136.000000 Penalty: 5586.767090
	Iteration 11Q: 3 clusters Score -6322136 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 72075 members 
Entering Unmasked Estep 
Score: -6323158.000000 Penalty: 5586.767090
	Iteration 12Q: 3 clusters Score -6323158 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 73145 members 
Entering Unmasked Estep 
Score: -6323846.000000 Penalty: 5586.767090
	Iteration 13Q: 3 clusters Score -6323846 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 73966 members 
Entering Unmasked Estep 
Score: -6324352.000000 Penalty: 5586.767090
	Iteration 14Q: 3 clusters Score -6324352 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 74609 members 
Entering Unmasked Estep 
Score: -6324713.500000 Penalty: 5586.767090
	Iteration 15Q: 3 clusters Score -6324714 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 75099 members 
Entering Unmasked Estep 
Score: -6325007.000000 Penalty: 5586.767090
	Iteration 16Q: 3 clusters Score -6325007 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 75493 members 
Entering Unmasked Estep 
Score: -6325228.500000 Penalty: 5586.767090
	Iteration 17Q: 3 clusters Score -6325228 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 75790 members 
Entering Unmasked Estep 
Score: -6325399.000000 Penalty: 5586.767090
	Iteration 18Q: 3 clusters Score -6325399 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 76012 members 
Entering Unmasked Estep 
Score: -6325527.000000 Penalty: 5586.767090
	Iteration 19Q: 3 clusters Score -6325527 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 76188 members 
Entering Unmasked Estep 
Score: -6325635.500000 Penalty: 5586.767090
	Iteration 20F: 3 clusters Score -6325636 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 76325 members 
Entering Unmasked Estep 
Score: -6325727.500000 Penalty: 5586.767090
	Iteration 21Q: 3 clusters Score -6325728 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 76457 members 
Entering Unmasked Estep 
Score: -6325794.000000 Penalty: 5586.767090
	Iteration 22Q: 3 clusters Score -6325794 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 76551 members 
Entering Unmasked Estep 
Score: -6325837.000000 Penalty: 5586.767090
	Iteration 23Q: 3 clusters Score -6325837 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 76628 members 
Entering Unmasked Estep 
Score: -6325901.500000 Penalty: 5586.767090
	Iteration 24Q: 3 clusters Score -6325902 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 76689 members 
Entering Unmasked Estep 
Score: -6325961.000000 Penalty: 5586.767090
	Iteration 25Q: 3 clusters Score -6325961 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 76734 members 
Entering Unmasked Estep 
Score: -6325969.500000 Penalty: 5586.767090
	Iteration 26Q: 3 clusters Score -6325970 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 76768 members 
Entering Unmasked Estep 
Score: -6326008.000000 Penalty: 5586.767090
	Iteration 27Q: 3 clusters Score -6326008 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 76798 members 
Entering Unmasked Estep 
Score: -6326021.500000 Penalty: 5586.767090
	Iteration 28Q: 3 clusters Score -6326022 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 76822 members 
Entering Unmasked Estep 
Score: -6326045.500000 Penalty: 5586.767090
	Iteration 29Q: 3 clusters Score -6326046 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 76842 members 
Entering Unmasked Estep 
Score: -6326050.000000 Penalty: 5586.767090
	Iteration 30Q: 3 clusters Score -6326050 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 76863 members 
Entering Unmasked Estep 
Score: -6326061.500000 Penalty: 5586.767090
	Iteration 31Q: 3 clusters Score -6326062 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 76882 members 
Entering Unmasked Estep 
Score: -6326067.000000 Penalty: 5586.767090
	Iteration 32Q: 3 clusters Score -6326067 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 76895 members 
Entering Unmasked Estep 
Score: -6326073.000000 Penalty: 5586.767090
	Iteration 33Q: 3 clusters Score -6326073 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 76904 members 
Entering Unmasked Estep 
Score: -6326078.500000 Penalty: 5586.767090
	Iteration 34Q: 3 clusters Score -6326078 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 76909 members 
Entering Unmasked Estep 
Score: -6326082.000000 Penalty: 5586.767090
	Iteration 35Q: 3 clusters Score -6326082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 76916 members 
Entering Unmasked Estep 
Score: -6326085.500000 Penalty: 5586.767090
	Iteration 36Q: 3 clusters Score -6326086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 76918 members 
Entering Unmasked Estep 
Score: -6326087.500000 Penalty: 5586.767090
	Iteration 37Q: 3 clusters Score -6326088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 76919 members 
Entering Unmasked Estep 
Score: -6326089.500000 Penalty: 5586.767090
	Iteration 38Q: 3 clusters Score -6326090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 76921 members 
Entering Unmasked Estep 
Score: -6326087.500000 Penalty: 5586.767090
	Iteration 39Q: 3 clusters Score -6326088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 76921 members 
Entering Unmasked Estep 
Score: -6326087.500000 Penalty: 5586.767090
	Iteration 40F: 3 clusters Score -6326088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Entering Unmasked Estep 
Score: -792085.062500 Penalty: 2277.300049
	Iteration 0F: 2 clusters Score -792085.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -784580.312500 Penalty: 4554.600098
	Iteration 0F: 3 clusters Score -784580.3 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -786819.562500 Penalty: 4554.600098
	Iteration 1F: 3 clusters Score -786819.6 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -787174.000000 Penalty: 4554.600098
	Iteration 2F: 3 clusters Score -787174 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -787502.562500 Penalty: 4554.600098
	Iteration 3F: 3 clusters Score -787502.6 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -787807.000000 Penalty: 4554.600098
	Iteration 4F: 3 clusters Score -787807 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -788178.375000 Penalty: 4554.600098
	Iteration 5F: 3 clusters Score -788178.4 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -788554.875000 Penalty: 4554.600098
	Iteration 6F: 3 clusters Score -788554.9 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -788917.000000 Penalty: 4554.600098
	Iteration 7F: 3 clusters Score -788917 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -789219.812500 Penalty: 4554.600098
	Iteration 8Q: 3 clusters Score -789219.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -789454.062500 Penalty: 4554.600098
	Iteration 9Q: 3 clusters Score -789454.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -789630.750000 Penalty: 4554.600098
	Iteration 10Q: 3 clusters Score -789630.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -789756.937500 Penalty: 4554.600098
	Iteration 11Q: 3 clusters Score -789756.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -789853.312500 Penalty: 4554.600098
	Iteration 12Q: 3 clusters Score -789853.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -789933.812500 Penalty: 4554.600098
	Iteration 13Q: 3 clusters Score -789933.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -789977.062500 Penalty: 4554.600098
	Iteration 14Q: 3 clusters Score -789977.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -790014.125000 Penalty: 4554.600098
	Iteration 15Q: 3 clusters Score -790014.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -790040.312500 Penalty: 4554.600098
	Iteration 16Q: 3 clusters Score -790040.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -790061.062500 Penalty: 4554.600098
	Iteration 17Q: 3 clusters Score -790061.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -790075.812500 Penalty: 4554.600098
	Iteration 18Q: 3 clusters Score -790075.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -790087.375000 Penalty: 4554.600098
	Iteration 19Q: 3 clusters Score -790087.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -790098.875000 Penalty: 4554.600098
	Iteration 20F: 3 clusters Score -790098.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -790108.437500 Penalty: 4554.600098
	Iteration 21Q: 3 clusters Score -790108.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -790115.437500 Penalty: 4554.600098
	Iteration 22Q: 3 clusters Score -790115.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -790116.312500 Penalty: 4554.600098
	Iteration 23Q: 3 clusters Score -790116.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -790121.437500 Penalty: 4554.600098
	Iteration 24Q: 3 clusters Score -790121.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -790122.937500 Penalty: 4554.600098
	Iteration 25Q: 3 clusters Score -790122.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -790125.375000 Penalty: 4554.600098
	Iteration 26Q: 3 clusters Score -790125.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -790123.000000 Penalty: 4554.600098
	Iteration 27Q: 3 clusters Score -790123 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -790125.125000 Penalty: 4554.600098
	Iteration 28Q: 3 clusters Score -790125.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -790125.937500 Penalty: 4554.600098
	Iteration 29Q: 3 clusters Score -790125.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -790125.750000 Penalty: 4554.600098
	Iteration 30Q: 3 clusters Score -790125.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -790127.062500 Penalty: 4554.600098
	Iteration 31Q: 3 clusters Score -790127.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -790126.562500 Penalty: 4554.600098
	Iteration 32Q: 3 clusters Score -790126.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -790127.875000 Penalty: 4554.600098
	Iteration 33Q: 3 clusters Score -790127.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -790127.875000 Penalty: 4554.600098
	Iteration 34F: 3 clusters Score -790127.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Entering Unmasked Estep 
Score: -148659.953125 Penalty: 1919.145020
	Iteration 0F: 2 clusters Score -148660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -145918.875000 Penalty: 3838.290039
	Iteration 0F: 3 clusters Score -145918.9 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -146481.328125 Penalty: 3838.290039
	Iteration 1F: 3 clusters Score -146481.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -146653.015625 Penalty: 3838.290039
	Iteration 2F: 3 clusters Score -146653 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -146751.937500 Penalty: 3838.290039
	Iteration 3Q: 3 clusters Score -146751.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -146829.750000 Penalty: 3838.290039
	Iteration 4Q: 3 clusters Score -146829.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -146880.218750 Penalty: 3838.290039
	Iteration 5Q: 3 clusters Score -146880.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -146923.484375 Penalty: 3838.290039
	Iteration 6Q: 3 clusters Score -146923.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -146965.593750 Penalty: 3838.290039
	Iteration 7Q: 3 clusters Score -146965.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -147006.687500 Penalty: 3838.290039
	Iteration 8Q: 3 clusters Score -147006.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -147040.718750 Penalty: 3838.290039
	Iteration 9Q: 3 clusters Score -147040.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -147080.218750 Penalty: 3838.290039
	Iteration 10Q: 3 clusters Score -147080.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -147114.656250 Penalty: 3838.290039
	Iteration 11Q: 3 clusters Score -147114.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -147141.031250 Penalty: 3838.290039
	Iteration 12Q: 3 clusters Score -147141 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -147177.765625 Penalty: 3838.290039
	Iteration 13Q: 3 clusters Score -147177.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -147236.343750 Penalty: 3838.290039
	Iteration 14Q: 3 clusters Score -147236.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -147290.531250 Penalty: 3838.290039
	Iteration 15Q: 3 clusters Score -147290.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -147345.328125 Penalty: 3838.290039
	Iteration 16Q: 3 clusters Score -147345.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -147406.640625 Penalty: 3838.290039
	Iteration 17Q: 3 clusters Score -147406.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -147465.250000 Penalty: 3838.290039
	Iteration 18Q: 3 clusters Score -147465.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -147538.875000 Penalty: 3838.290039
	Iteration 19Q: 3 clusters Score -147538.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -147621.734375 Penalty: 3838.290039
	Iteration 20F: 3 clusters Score -147621.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -147671.906250 Penalty: 3838.290039
	Iteration 21Q: 3 clusters Score -147671.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -147711.921875 Penalty: 3838.290039
	Iteration 22Q: 3 clusters Score -147711.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -147736.515625 Penalty: 3838.290039
	Iteration 23Q: 3 clusters Score -147736.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -147759.828125 Penalty: 3838.290039
	Iteration 24Q: 3 clusters Score -147759.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -147775.765625 Penalty: 3838.290039
	Iteration 25Q: 3 clusters Score -147775.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -147784.718750 Penalty: 3838.290039
	Iteration 26Q: 3 clusters Score -147784.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -147792.078125 Penalty: 3838.290039
	Iteration 27Q: 3 clusters Score -147792.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -147802.859375 Penalty: 3838.290039
	Iteration 28Q: 3 clusters Score -147802.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -147807.031250 Penalty: 3838.290039
	Iteration 29Q: 3 clusters Score -147807 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -147811.875000 Penalty: 3838.290039
	Iteration 30Q: 3 clusters Score -147811.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -147813.390625 Penalty: 3838.290039
	Iteration 31Q: 3 clusters Score -147813.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -147816.359375 Penalty: 3838.290039
	Iteration 32Q: 3 clusters Score -147816.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -147819.093750 Penalty: 3838.290039
	Iteration 33Q: 3 clusters Score -147819.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -147826.593750 Penalty: 3838.290039
	Iteration 34Q: 3 clusters Score -147826.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -147836.437500 Penalty: 3838.290039
	Iteration 35Q: 3 clusters Score -147836.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -147847.250000 Penalty: 3838.290039
	Iteration 36Q: 3 clusters Score -147847.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -147861.781250 Penalty: 3838.290039
	Iteration 37Q: 3 clusters Score -147861.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -147871.140625 Penalty: 3838.290039
	Iteration 38Q: 3 clusters Score -147871.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -147876.234375 Penalty: 3838.290039
	Iteration 39Q: 3 clusters Score -147876.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -147882.234375 Penalty: 3838.290039
	Iteration 40F: 3 clusters Score -147882.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -147888.406250 Penalty: 3838.290039
	Iteration 41Q: 3 clusters Score -147888.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -147897.875000 Penalty: 3838.290039
	Iteration 42Q: 3 clusters Score -147897.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -147910.796875 Penalty: 3838.290039
	Iteration 43Q: 3 clusters Score -147910.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -147920.046875 Penalty: 3838.290039
	Iteration 44Q: 3 clusters Score -147920 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -147933.093750 Penalty: 3838.290039
	Iteration 45Q: 3 clusters Score -147933.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -147943.484375 Penalty: 3838.290039
	Iteration 46Q: 3 clusters Score -147943.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -147957.828125 Penalty: 3838.290039
	Iteration 47Q: 3 clusters Score -147957.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -147965.109375 Penalty: 3838.290039
	Iteration 48Q: 3 clusters Score -147965.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -147977.921875 Penalty: 3838.290039
	Iteration 49Q: 3 clusters Score -147977.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -147992.468750 Penalty: 3838.290039
	Iteration 50Q: 3 clusters Score -147992.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -148006.328125 Penalty: 3838.290039
	Iteration 51Q: 3 clusters Score -148006.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -148014.500000 Penalty: 3838.290039
	Iteration 52Q: 3 clusters Score -148014.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -148021.453125 Penalty: 3838.290039
	Iteration 53Q: 3 clusters Score -148021.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -148032.578125 Penalty: 3838.290039
	Iteration 54Q: 3 clusters Score -148032.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -148051.890625 Penalty: 3838.290039
	Iteration 55Q: 3 clusters Score -148051.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -148068.484375 Penalty: 3838.290039
	Iteration 56Q: 3 clusters Score -148068.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -148079.828125 Penalty: 3838.290039
	Iteration 57Q: 3 clusters Score -148079.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -148089.781250 Penalty: 3838.290039
	Iteration 58Q: 3 clusters Score -148089.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -148104.578125 Penalty: 3838.290039
	Iteration 59Q: 3 clusters Score -148104.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -148121.500000 Penalty: 3838.290039
	Iteration 60F: 3 clusters Score -148121.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -148132.265625 Penalty: 3838.290039
	Iteration 61Q: 3 clusters Score -148132.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -148136.437500 Penalty: 3838.290039
	Iteration 62Q: 3 clusters Score -148136.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -148140.562500 Penalty: 3838.290039
	Iteration 63Q: 3 clusters Score -148140.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -148143.375000 Penalty: 3838.290039
	Iteration 64Q: 3 clusters Score -148143.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -148146.890625 Penalty: 3838.290039
	Iteration 65Q: 3 clusters Score -148146.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -148149.609375 Penalty: 3838.290039
	Iteration 66Q: 3 clusters Score -148149.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -148151.500000 Penalty: 3838.290039
	Iteration 67Q: 3 clusters Score -148151.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -148153.484375 Penalty: 3838.290039
	Iteration 68Q: 3 clusters Score -148153.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -148155.859375 Penalty: 3838.290039
	Iteration 69Q: 3 clusters Score -148155.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -148157.421875 Penalty: 3838.290039
	Iteration 70Q: 3 clusters Score -148157.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -148160.953125 Penalty: 3838.290039
	Iteration 71Q: 3 clusters Score -148161 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -148164.796875 Penalty: 3838.290039
	Iteration 72Q: 3 clusters Score -148164.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -148167.359375 Penalty: 3838.290039
	Iteration 73Q: 3 clusters Score -148167.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -148169.812500 Penalty: 3838.290039
	Iteration 74Q: 3 clusters Score -148169.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -148169.812500 Penalty: 3838.290039
	Iteration 75F: 3 clusters Score -148169.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (58517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58517 members 
Entering Unmasked Estep 
Score: -4583814.500000 Penalty: 2722.313965
	Iteration 0F: 2 clusters Score -4583814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29388 members 
Mstep: Class 2 contains 29129 members 
Entering Unmasked Estep 
Score: -4544681.500000 Penalty: 5444.627930
	Iteration 0F: 3 clusters Score -4544682 nChanged 27116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30076 members 
Mstep: Class 2 contains 28441 members 
Entering Unmasked Estep 
Score: -4559870.500000 Penalty: 5444.627930
	Iteration 1F: 3 clusters Score -4559870 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30441 members 
Mstep: Class 2 contains 28076 members 
Entering Unmasked Estep 
Score: -4560438.500000 Penalty: 5444.627930
	Iteration 2Q: 3 clusters Score -4560438 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30944 members 
Mstep: Class 2 contains 27573 members 
Entering Unmasked Estep 
Score: -4561027.000000 Penalty: 5444.627930
	Iteration 3Q: 3 clusters Score -4561027 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31725 members 
Mstep: Class 2 contains 26792 members 
Entering Unmasked Estep 
Score: -4561606.500000 Penalty: 5444.627930
	Iteration 4Q: 3 clusters Score -4561606 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32837 members 
Mstep: Class 2 contains 25680 members 
Entering Unmasked Estep 
Score: -4562327.500000 Penalty: 5444.627930
	Iteration 5Q: 3 clusters Score -4562328 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34395 members 
Mstep: Class 2 contains 24122 members 
Entering Unmasked Estep 
Score: -4563321.500000 Penalty: 5444.627930
	Iteration 6Q: 3 clusters Score -4563322 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36606 members 
Mstep: Class 2 contains 21911 members 
Entering Unmasked Estep 
Score: -4564718.000000 Penalty: 5444.627930
	Iteration 7Q: 3 clusters Score -4564718 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39393 members 
Mstep: Class 2 contains 19124 members 
Entering Unmasked Estep 
Score: -4566578.500000 Penalty: 5444.627930
	Iteration 8F: 3 clusters Score -4566578 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42680 members 
Mstep: Class 2 contains 15837 members 
Entering Unmasked Estep 
Score: -4568861.000000 Penalty: 5444.627930
	Iteration 9F: 3 clusters Score -4568861 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46193 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -4571489.000000 Penalty: 5444.627930
	Iteration 10F: 3 clusters Score -4571489 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49585 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -4574205.500000 Penalty: 5444.627930
	Iteration 11F: 3 clusters Score -4574206 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52520 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -4576663.500000 Penalty: 5444.627930
	Iteration 12F: 3 clusters Score -4576664 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54723 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -4578549.000000 Penalty: 5444.627930
	Iteration 13Q: 3 clusters Score -4578549 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56106 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -4579697.500000 Penalty: 5444.627930
	Iteration 14Q: 3 clusters Score -4579698 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56893 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -4580443.000000 Penalty: 5444.627930
	Iteration 15Q: 3 clusters Score -4580443 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57306 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -4580879.000000 Penalty: 5444.627930
	Iteration 16Q: 3 clusters Score -4580879 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57517 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -4581146.000000 Penalty: 5444.627930
	Iteration 17Q: 3 clusters Score -4581146 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57626 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -4581288.500000 Penalty: 5444.627930
	Iteration 18Q: 3 clusters Score -4581288 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57679 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -4581364.500000 Penalty: 5444.627930
	Iteration 19Q: 3 clusters Score -4581364 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57724 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -4581415.500000 Penalty: 5444.627930
	Iteration 20F: 3 clusters Score -4581416 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57747 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -4581453.500000 Penalty: 5444.627930
	Iteration 21Q: 3 clusters Score -4581454 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57770 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -4581477.500000 Penalty: 5444.627930
	Iteration 22Q: 3 clusters Score -4581478 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57787 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -4581498.500000 Penalty: 5444.627930
	Iteration 23Q: 3 clusters Score -4581498 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57802 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -4581514.000000 Penalty: 5444.627930
	Iteration 24Q: 3 clusters Score -4581514 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57820 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -4581532.500000 Penalty: 5444.627930
	Iteration 25Q: 3 clusters Score -4581532 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57829 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -4581535.000000 Penalty: 5444.627930
	Iteration 26Q: 3 clusters Score -4581535 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57843 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -4581554.500000 Penalty: 5444.627930
	Iteration 27Q: 3 clusters Score -4581554 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57856 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -4581559.000000 Penalty: 5444.627930
	Iteration 28Q: 3 clusters Score -4581559 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57870 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -4581560.500000 Penalty: 5444.627930
	Iteration 29Q: 3 clusters Score -4581560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57874 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -4581563.000000 Penalty: 5444.627930
	Iteration 30Q: 3 clusters Score -4581563 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57875 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -4581566.000000 Penalty: 5444.627930
	Iteration 31Q: 3 clusters Score -4581566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57879 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -4581566.500000 Penalty: 5444.627930
	Iteration 32Q: 3 clusters Score -4581566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57884 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -4581575.000000 Penalty: 5444.627930
	Iteration 33Q: 3 clusters Score -4581575 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57887 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -4581576.000000 Penalty: 5444.627930
	Iteration 34Q: 3 clusters Score -4581576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57890 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -4581575.500000 Penalty: 5444.627930
	Iteration 35Q: 3 clusters Score -4581576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57893 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -4581578.000000 Penalty: 5444.627930
	Iteration 36Q: 3 clusters Score -4581578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57895 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -4581579.500000 Penalty: 5444.627930
	Iteration 37Q: 3 clusters Score -4581580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57894 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -4581578.000000 Penalty: 5444.627930
	Iteration 38Q: 3 clusters Score -4581578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57895 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -4581577.000000 Penalty: 5444.627930
	Iteration 39Q: 3 clusters Score -4581577 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57895 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -4581577.000000 Penalty: 5444.627930
	Iteration 40F: 3 clusters Score -4581577 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (16927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16927 members 
Entering Unmasked Estep 
Score: -1341488.000000 Penalty: 2414.693115
	Iteration 0F: 2 clusters Score -1341488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -1329467.875000 Penalty: 4829.386230
	Iteration 0F: 3 clusters Score -1329468 nChanged 7404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1333688.500000 Penalty: 4829.386230
	Iteration 1F: 3 clusters Score -1333688 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -1334226.125000 Penalty: 4829.386230
	Iteration 2F: 3 clusters Score -1334226 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1334825.875000 Penalty: 4829.386230
	Iteration 3F: 3 clusters Score -1334826 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -1335578.500000 Penalty: 4829.386230
	Iteration 4F: 3 clusters Score -1335578 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1336518.125000 Penalty: 4829.386230
	Iteration 5F: 3 clusters Score -1336518 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1337483.625000 Penalty: 4829.386230
	Iteration 6F: 3 clusters Score -1337484 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1338338.875000 Penalty: 4829.386230
	Iteration 7F: 3 clusters Score -1338339 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1338930.000000 Penalty: 4829.386230
	Iteration 8F: 3 clusters Score -1338930 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1339234.375000 Penalty: 4829.386230
	Iteration 9Q: 3 clusters Score -1339234 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1339391.750000 Penalty: 4829.386230
	Iteration 10Q: 3 clusters Score -1339392 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1339479.500000 Penalty: 4829.386230
	Iteration 11Q: 3 clusters Score -1339480 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1339536.875000 Penalty: 4829.386230
	Iteration 12Q: 3 clusters Score -1339537 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1339578.750000 Penalty: 4829.386230
	Iteration 13Q: 3 clusters Score -1339579 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1339613.750000 Penalty: 4829.386230
	Iteration 14Q: 3 clusters Score -1339614 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1339641.875000 Penalty: 4829.386230
	Iteration 15Q: 3 clusters Score -1339642 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1339673.250000 Penalty: 4829.386230
	Iteration 16Q: 3 clusters Score -1339673 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1339696.875000 Penalty: 4829.386230
	Iteration 17Q: 3 clusters Score -1339697 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1339721.375000 Penalty: 4829.386230
	Iteration 18Q: 3 clusters Score -1339721 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1339758.375000 Penalty: 4829.386230
	Iteration 19Q: 3 clusters Score -1339758 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1339776.750000 Penalty: 4829.386230
	Iteration 20F: 3 clusters Score -1339777 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1339799.750000 Penalty: 4829.386230
	Iteration 21Q: 3 clusters Score -1339800 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1339815.500000 Penalty: 4829.386230
	Iteration 22Q: 3 clusters Score -1339816 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1339838.625000 Penalty: 4829.386230
	Iteration 23Q: 3 clusters Score -1339839 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1339856.375000 Penalty: 4829.386230
	Iteration 24Q: 3 clusters Score -1339856 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1339880.375000 Penalty: 4829.386230
	Iteration 25Q: 3 clusters Score -1339880 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1339897.750000 Penalty: 4829.386230
	Iteration 26Q: 3 clusters Score -1339898 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1339923.500000 Penalty: 4829.386230
	Iteration 27Q: 3 clusters Score -1339924 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1339953.875000 Penalty: 4829.386230
	Iteration 28Q: 3 clusters Score -1339954 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1339990.250000 Penalty: 4829.386230
	Iteration 29Q: 3 clusters Score -1339990 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1340016.625000 Penalty: 4829.386230
	Iteration 30Q: 3 clusters Score -1340017 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -1340052.125000 Penalty: 4829.386230
	Iteration 31Q: 3 clusters Score -1340052 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1340089.750000 Penalty: 4829.386230
	Iteration 32Q: 3 clusters Score -1340090 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1340130.875000 Penalty: 4829.386230
	Iteration 33Q: 3 clusters Score -1340131 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1340165.750000 Penalty: 4829.386230
	Iteration 34Q: 3 clusters Score -1340166 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1340201.500000 Penalty: 4829.386230
	Iteration 35Q: 3 clusters Score -1340202 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1340226.375000 Penalty: 4829.386230
	Iteration 36Q: 3 clusters Score -1340226 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1340249.125000 Penalty: 4829.386230
	Iteration 37Q: 3 clusters Score -1340249 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1340268.500000 Penalty: 4829.386230
	Iteration 38Q: 3 clusters Score -1340268 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1340296.750000 Penalty: 4829.386230
	Iteration 39Q: 3 clusters Score -1340297 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1340319.750000 Penalty: 4829.386230
	Iteration 40F: 3 clusters Score -1340320 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1340334.250000 Penalty: 4829.386230
	Iteration 41Q: 3 clusters Score -1340334 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1340348.250000 Penalty: 4829.386230
	Iteration 42Q: 3 clusters Score -1340348 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1340355.375000 Penalty: 4829.386230
	Iteration 43Q: 3 clusters Score -1340355 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1340369.625000 Penalty: 4829.386230
	Iteration 44Q: 3 clusters Score -1340370 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1340380.750000 Penalty: 4829.386230
	Iteration 45Q: 3 clusters Score -1340381 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1340385.875000 Penalty: 4829.386230
	Iteration 46Q: 3 clusters Score -1340386 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1340388.750000 Penalty: 4829.386230
	Iteration 47Q: 3 clusters Score -1340389 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1340387.750000 Penalty: 4829.386230
	Iteration 48Q: 3 clusters Score -1340388 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1340393.375000 Penalty: 4829.386230
	Iteration 49Q: 3 clusters Score -1340393 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1340391.000000 Penalty: 4829.386230
	Iteration 50Q: 3 clusters Score -1340391 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1340392.250000 Penalty: 4829.386230
	Iteration 51Q: 3 clusters Score -1340392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1340391.000000 Penalty: 4829.386230
	Iteration 52Q: 3 clusters Score -1340391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1340393.500000 Penalty: 4829.386230
	Iteration 53Q: 3 clusters Score -1340394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1340396.000000 Penalty: 4829.386230
	Iteration 54Q: 3 clusters Score -1340396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1340395.875000 Penalty: 4829.386230
	Iteration 55Q: 3 clusters Score -1340396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1340399.750000 Penalty: 4829.386230
	Iteration 56Q: 3 clusters Score -1340400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1340398.750000 Penalty: 4829.386230
	Iteration 57Q: 3 clusters Score -1340399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1340396.625000 Penalty: 4829.386230
	Iteration 58Q: 3 clusters Score -1340397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1340394.250000 Penalty: 4829.386230
	Iteration 59Q: 3 clusters Score -1340394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1340394.875000 Penalty: 4829.386230
	Iteration 60F: 3 clusters Score -1340395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1340396.000000 Penalty: 4829.386230
	Iteration 61Q: 3 clusters Score -1340396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1340396.750000 Penalty: 4829.386230
	Iteration 62Q: 3 clusters Score -1340397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1340398.625000 Penalty: 4829.386230
	Iteration 63Q: 3 clusters Score -1340399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1340400.125000 Penalty: 4829.386230
	Iteration 64Q: 3 clusters Score -1340400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1340397.250000 Penalty: 4829.386230
	Iteration 65Q: 3 clusters Score -1340397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1340397.500000 Penalty: 4829.386230
	Iteration 66Q: 3 clusters Score -1340398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -1340397.625000 Penalty: 4829.386230
	Iteration 67Q: 3 clusters Score -1340398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1340399.750000 Penalty: 4829.386230
	Iteration 68Q: 3 clusters Score -1340400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1340398.750000 Penalty: 4829.386230
	Iteration 69Q: 3 clusters Score -1340399 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1340399.500000 Penalty: 4829.386230
	Iteration 70Q: 3 clusters Score -1340400 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1340401.875000 Penalty: 4829.386230
	Iteration 71Q: 3 clusters Score -1340402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1340401.250000 Penalty: 4829.386230
	Iteration 72Q: 3 clusters Score -1340401 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1340403.750000 Penalty: 4829.386230
	Iteration 73Q: 3 clusters Score -1340404 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1340405.000000 Penalty: 4829.386230
	Iteration 74Q: 3 clusters Score -1340405 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1340401.625000 Penalty: 4829.386230
	Iteration 75Q: 3 clusters Score -1340402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1340404.125000 Penalty: 4829.386230
	Iteration 76Q: 3 clusters Score -1340404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1340403.750000 Penalty: 4829.386230
	Iteration 77Q: 3 clusters Score -1340404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1340402.500000 Penalty: 4829.386230
	Iteration 78Q: 3 clusters Score -1340402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1340404.375000 Penalty: 4829.386230
	Iteration 79Q: 3 clusters Score -1340404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1340403.500000 Penalty: 4829.386230
	Iteration 80F: 3 clusters Score -1340404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1340403.625000 Penalty: 4829.386230
	Iteration 81Q: 3 clusters Score -1340404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1340404.750000 Penalty: 4829.386230
	Iteration 82Q: 3 clusters Score -1340405 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1340404.750000 Penalty: 4829.386230
	Iteration 83F: 3 clusters Score -1340405 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (152468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152468 members 
Entering Unmasked Estep 
Score: -12223393.000000 Penalty: 2959.807861
	Iteration 0F: 2 clusters Score -1.222339e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76293 members 
Mstep: Class 2 contains 76175 members 
Entering Unmasked Estep 
Score: -12121150.000000 Penalty: 5919.615723
	Iteration 0F: 3 clusters Score -1.212115e+07 nChanged 73114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77693 members 
Mstep: Class 2 contains 74775 members 
Entering Unmasked Estep 
Score: -12163090.000000 Penalty: 5919.615723
	Iteration 1F: 3 clusters Score -1.216309e+07 nChanged 4219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78992 members 
Mstep: Class 2 contains 73476 members 
Entering Unmasked Estep 
Score: -12163936.000000 Penalty: 5919.615723
	Iteration 2Q: 3 clusters Score -1.216394e+07 nChanged 4615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81057 members 
Mstep: Class 2 contains 71411 members 
Entering Unmasked Estep 
Score: -12165011.000000 Penalty: 5919.615723
	Iteration 3Q: 3 clusters Score -1.216501e+07 nChanged 5220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84229 members 
Mstep: Class 2 contains 68239 members 
Entering Unmasked Estep 
Score: -12166568.000000 Penalty: 5919.615723
	Iteration 4Q: 3 clusters Score -1.216657e+07 nChanged 6532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89101 members 
Mstep: Class 2 contains 63367 members 
Entering Unmasked Estep 
Score: -12169044.000000 Penalty: 5919.615723
	Iteration 5Q: 3 clusters Score -1.216904e+07 nChanged 8454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96141 members 
Mstep: Class 2 contains 56327 members 
Entering Unmasked Estep 
Score: -12173467.000000 Penalty: 5919.615723
	Iteration 6F: 3 clusters Score -1.217347e+07 nChanged 10948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105875 members 
Mstep: Class 2 contains 46593 members 
Entering Unmasked Estep 
Score: -12180859.000000 Penalty: 5919.615723
	Iteration 7F: 3 clusters Score -1.218086e+07 nChanged 12539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117374 members 
Mstep: Class 2 contains 35094 members 
Entering Unmasked Estep 
Score: -12190998.000000 Penalty: 5919.615723
	Iteration 8F: 3 clusters Score -1.2191e+07 nChanged 11799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128543 members 
Mstep: Class 2 contains 23925 members 
Entering Unmasked Estep 
Score: -12200899.000000 Penalty: 5919.615723
	Iteration 9F: 3 clusters Score -1.22009e+07 nChanged 9155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137438 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -12208610.000000 Penalty: 5919.615723
	Iteration 10F: 3 clusters Score -1.220861e+07 nChanged 6285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143669 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -12213817.000000 Penalty: 5919.615723
	Iteration 11Q: 3 clusters Score -1.221382e+07 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147572 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -12217058.000000 Penalty: 5919.615723
	Iteration 12Q: 3 clusters Score -1.221706e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149795 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -12218976.000000 Penalty: 5919.615723
	Iteration 13Q: 3 clusters Score -1.221898e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150918 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -12219910.000000 Penalty: 5919.615723
	Iteration 14Q: 3 clusters Score -1.221991e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151416 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -12220353.000000 Penalty: 5919.615723
	Iteration 15Q: 3 clusters Score -1.222035e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151659 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -12220559.000000 Penalty: 5919.615723
	Iteration 16Q: 3 clusters Score -1.222056e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151772 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -12220693.000000 Penalty: 5919.615723
	Iteration 17Q: 3 clusters Score -1.222069e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151831 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -12220736.000000 Penalty: 5919.615723
	Iteration 18Q: 3 clusters Score -1.222074e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151868 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -12220763.000000 Penalty: 5919.615723
	Iteration 19Q: 3 clusters Score -1.222076e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151893 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -12220800.000000 Penalty: 5919.615723
	Iteration 20F: 3 clusters Score -1.22208e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151908 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -12220828.000000 Penalty: 5919.615723
	Iteration 21Q: 3 clusters Score -1.222083e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151920 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -12220842.000000 Penalty: 5919.615723
	Iteration 22Q: 3 clusters Score -1.222084e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151925 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -12220841.000000 Penalty: 5919.615723
	Iteration 23Q: 3 clusters Score -1.222084e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151935 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -12220853.000000 Penalty: 5919.615723
	Iteration 24Q: 3 clusters Score -1.222085e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151942 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -12220864.000000 Penalty: 5919.615723
	Iteration 25Q: 3 clusters Score -1.222086e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151947 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -12220865.000000 Penalty: 5919.615723
	Iteration 26Q: 3 clusters Score -1.222086e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151950 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -12220868.000000 Penalty: 5919.615723
	Iteration 27Q: 3 clusters Score -1.222087e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151952 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -12220858.000000 Penalty: 5919.615723
	Iteration 28Q: 3 clusters Score -1.222086e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151951 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -12220866.000000 Penalty: 5919.615723
	Iteration 29Q: 3 clusters Score -1.222087e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151950 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -12220865.000000 Penalty: 5919.615723
	Iteration 30Q: 3 clusters Score -1.222086e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151950 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -12220865.000000 Penalty: 5919.615723
	Iteration 31F: 3 clusters Score -1.222086e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (27421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27421 members 
Entering Unmasked Estep 
Score: -2237954.250000 Penalty: 2534.328125
	Iteration 0F: 2 clusters Score -2237954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -2219147.250000 Penalty: 5068.656250
	Iteration 0F: 3 clusters Score -2219147 nChanged 12313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -2225880.000000 Penalty: 5068.656250
	Iteration 1F: 3 clusters Score -2225880 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -2226302.500000 Penalty: 5068.656250
	Iteration 2Q: 3 clusters Score -2226302 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -2226704.000000 Penalty: 5068.656250
	Iteration 3Q: 3 clusters Score -2226704 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -2227195.250000 Penalty: 5068.656250
	Iteration 4Q: 3 clusters Score -2227195 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 14050 members 
Entering Unmasked Estep 
Score: -2227710.500000 Penalty: 5068.656250
	Iteration 5Q: 3 clusters Score -2227710 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 14048 members 
Entering Unmasked Estep 
Score: -2228231.500000 Penalty: 5068.656250
	Iteration 6Q: 3 clusters Score -2228232 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -2228801.000000 Penalty: 5068.656250
	Iteration 7Q: 3 clusters Score -2228801 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -2229412.000000 Penalty: 5068.656250
	Iteration 8Q: 3 clusters Score -2229412 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -2230030.000000 Penalty: 5068.656250
	Iteration 9Q: 3 clusters Score -2230030 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -2230635.000000 Penalty: 5068.656250
	Iteration 10Q: 3 clusters Score -2230635 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -2231234.000000 Penalty: 5068.656250
	Iteration 11Q: 3 clusters Score -2231234 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -2231749.500000 Penalty: 5068.656250
	Iteration 12Q: 3 clusters Score -2231750 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -2232130.000000 Penalty: 5068.656250
	Iteration 13Q: 3 clusters Score -2232130 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15715 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -2232406.250000 Penalty: 5068.656250
	Iteration 14Q: 3 clusters Score -2232406 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15989 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -2232661.250000 Penalty: 5068.656250
	Iteration 15Q: 3 clusters Score -2232661 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -2232903.000000 Penalty: 5068.656250
	Iteration 16Q: 3 clusters Score -2232903 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16590 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -2233123.000000 Penalty: 5068.656250
	Iteration 17Q: 3 clusters Score -2233123 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16895 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -2233326.750000 Penalty: 5068.656250
	Iteration 18Q: 3 clusters Score -2233327 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17203 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -2233512.000000 Penalty: 5068.656250
	Iteration 19Q: 3 clusters Score -2233512 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -2233693.000000 Penalty: 5068.656250
	Iteration 20F: 3 clusters Score -2233693 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17822 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -2233839.000000 Penalty: 5068.656250
	Iteration 21Q: 3 clusters Score -2233839 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18101 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -2233974.750000 Penalty: 5068.656250
	Iteration 22Q: 3 clusters Score -2233975 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18344 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -2234084.250000 Penalty: 5068.656250
	Iteration 23Q: 3 clusters Score -2234084 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18584 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -2234190.000000 Penalty: 5068.656250
	Iteration 24Q: 3 clusters Score -2234190 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18832 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -2234298.250000 Penalty: 5068.656250
	Iteration 25Q: 3 clusters Score -2234298 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19081 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -2234391.000000 Penalty: 5068.656250
	Iteration 26Q: 3 clusters Score -2234391 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19295 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -2234465.000000 Penalty: 5068.656250
	Iteration 27Q: 3 clusters Score -2234465 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19490 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -2234520.750000 Penalty: 5068.656250
	Iteration 28Q: 3 clusters Score -2234521 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19702 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -2234587.250000 Penalty: 5068.656250
	Iteration 29Q: 3 clusters Score -2234587 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19924 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -2234646.750000 Penalty: 5068.656250
	Iteration 30Q: 3 clusters Score -2234647 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20123 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -2234697.500000 Penalty: 5068.656250
	Iteration 31Q: 3 clusters Score -2234698 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20323 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -2234750.000000 Penalty: 5068.656250
	Iteration 32Q: 3 clusters Score -2234750 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20512 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -2234798.250000 Penalty: 5068.656250
	Iteration 33Q: 3 clusters Score -2234798 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20696 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -2234844.750000 Penalty: 5068.656250
	Iteration 34Q: 3 clusters Score -2234845 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20875 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -2234895.000000 Penalty: 5068.656250
	Iteration 35Q: 3 clusters Score -2234895 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21070 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -2234934.750000 Penalty: 5068.656250
	Iteration 36Q: 3 clusters Score -2234935 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21235 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -2234974.750000 Penalty: 5068.656250
	Iteration 37Q: 3 clusters Score -2234975 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21400 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -2235009.750000 Penalty: 5068.656250
	Iteration 38Q: 3 clusters Score -2235010 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21546 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -2235040.500000 Penalty: 5068.656250
	Iteration 39Q: 3 clusters Score -2235040 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21705 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -2235074.500000 Penalty: 5068.656250
	Iteration 40F: 3 clusters Score -2235074 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21850 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -2235106.750000 Penalty: 5068.656250
	Iteration 41Q: 3 clusters Score -2235107 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21979 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -2235127.750000 Penalty: 5068.656250
	Iteration 42Q: 3 clusters Score -2235128 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22108 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -2235142.250000 Penalty: 5068.656250
	Iteration 43Q: 3 clusters Score -2235142 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22254 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -2235170.000000 Penalty: 5068.656250
	Iteration 44Q: 3 clusters Score -2235170 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22372 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -2235197.750000 Penalty: 5068.656250
	Iteration 45Q: 3 clusters Score -2235198 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22481 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -2235226.250000 Penalty: 5068.656250
	Iteration 46Q: 3 clusters Score -2235226 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22599 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -2235248.500000 Penalty: 5068.656250
	Iteration 47Q: 3 clusters Score -2235248 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22711 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -2235268.500000 Penalty: 5068.656250
	Iteration 48Q: 3 clusters Score -2235268 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22829 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -2235303.000000 Penalty: 5068.656250
	Iteration 49Q: 3 clusters Score -2235303 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22939 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -2235318.000000 Penalty: 5068.656250
	Iteration 50Q: 3 clusters Score -2235318 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23044 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -2235330.250000 Penalty: 5068.656250
	Iteration 51Q: 3 clusters Score -2235330 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23143 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -2235346.750000 Penalty: 5068.656250
	Iteration 52Q: 3 clusters Score -2235347 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23249 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -2235380.250000 Penalty: 5068.656250
	Iteration 53Q: 3 clusters Score -2235380 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23360 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -2235393.250000 Penalty: 5068.656250
	Iteration 54Q: 3 clusters Score -2235393 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23476 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -2235425.500000 Penalty: 5068.656250
	Iteration 55Q: 3 clusters Score -2235426 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23600 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -2235457.250000 Penalty: 5068.656250
	Iteration 56Q: 3 clusters Score -2235457 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23705 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -2235492.000000 Penalty: 5068.656250
	Iteration 57Q: 3 clusters Score -2235492 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23817 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -2235523.000000 Penalty: 5068.656250
	Iteration 58Q: 3 clusters Score -2235523 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23935 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -2235560.250000 Penalty: 5068.656250
	Iteration 59Q: 3 clusters Score -2235560 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24030 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -2235574.000000 Penalty: 5068.656250
	Iteration 60F: 3 clusters Score -2235574 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24138 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -2235607.250000 Penalty: 5068.656250
	Iteration 61Q: 3 clusters Score -2235607 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24249 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -2235650.000000 Penalty: 5068.656250
	Iteration 62Q: 3 clusters Score -2235650 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24368 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -2235679.750000 Penalty: 5068.656250
	Iteration 63Q: 3 clusters Score -2235680 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24479 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -2235711.750000 Penalty: 5068.656250
	Iteration 64Q: 3 clusters Score -2235712 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24604 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -2235756.500000 Penalty: 5068.656250
	Iteration 65Q: 3 clusters Score -2235756 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24746 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -2235817.500000 Penalty: 5068.656250
	Iteration 66Q: 3 clusters Score -2235818 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24880 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -2235868.750000 Penalty: 5068.656250
	Iteration 67Q: 3 clusters Score -2235869 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25001 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -2235918.500000 Penalty: 5068.656250
	Iteration 68Q: 3 clusters Score -2235918 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25106 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -2235955.750000 Penalty: 5068.656250
	Iteration 69Q: 3 clusters Score -2235956 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25204 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -2236000.500000 Penalty: 5068.656250
	Iteration 70Q: 3 clusters Score -2236000 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25292 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -2236028.750000 Penalty: 5068.656250
	Iteration 71Q: 3 clusters Score -2236029 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25358 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -2236047.750000 Penalty: 5068.656250
	Iteration 72Q: 3 clusters Score -2236048 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25413 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -2236072.750000 Penalty: 5068.656250
	Iteration 73Q: 3 clusters Score -2236073 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25461 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -2236086.000000 Penalty: 5068.656250
	Iteration 74Q: 3 clusters Score -2236086 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25523 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -2236102.750000 Penalty: 5068.656250
	Iteration 75Q: 3 clusters Score -2236103 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25576 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -2236120.000000 Penalty: 5068.656250
	Iteration 76Q: 3 clusters Score -2236120 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25617 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -2236140.000000 Penalty: 5068.656250
	Iteration 77Q: 3 clusters Score -2236140 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25660 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -2236155.250000 Penalty: 5068.656250
	Iteration 78Q: 3 clusters Score -2236155 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25695 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -2236170.500000 Penalty: 5068.656250
	Iteration 79Q: 3 clusters Score -2236170 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25726 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -2236178.750000 Penalty: 5068.656250
	Iteration 80F: 3 clusters Score -2236179 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25751 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -2236194.750000 Penalty: 5068.656250
	Iteration 81Q: 3 clusters Score -2236195 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25767 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -2236193.500000 Penalty: 5068.656250
	Iteration 82Q: 3 clusters Score -2236194 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25782 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -2236197.250000 Penalty: 5068.656250
	Iteration 83Q: 3 clusters Score -2236197 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25800 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -2236195.750000 Penalty: 5068.656250
	Iteration 84Q: 3 clusters Score -2236196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25807 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -2236196.750000 Penalty: 5068.656250
	Iteration 85Q: 3 clusters Score -2236197 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25815 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -2236201.750000 Penalty: 5068.656250
	Iteration 86Q: 3 clusters Score -2236202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25824 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -2236202.250000 Penalty: 5068.656250
	Iteration 87Q: 3 clusters Score -2236202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25829 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -2236206.000000 Penalty: 5068.656250
	Iteration 88Q: 3 clusters Score -2236206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25834 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -2236206.500000 Penalty: 5068.656250
	Iteration 89Q: 3 clusters Score -2236206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25836 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -2236204.750000 Penalty: 5068.656250
	Iteration 90Q: 3 clusters Score -2236205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25839 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -2236205.750000 Penalty: 5068.656250
	Iteration 91Q: 3 clusters Score -2236206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25841 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -2236203.000000 Penalty: 5068.656250
	Iteration 92Q: 3 clusters Score -2236203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25842 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -2236206.500000 Penalty: 5068.656250
	Iteration 93Q: 3 clusters Score -2236206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25842 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -2236206.500000 Penalty: 5068.656250
	Iteration 94F: 3 clusters Score -2236206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Entering Unmasked Estep 
Score: -442922.062500 Penalty: 2158.346191
	Iteration 0F: 2 clusters Score -442922.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -437765.843750 Penalty: 4316.692383
	Iteration 0F: 3 clusters Score -437765.8 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -439146.156250 Penalty: 4316.692383
	Iteration 1F: 3 clusters Score -439146.2 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -439471.718750 Penalty: 4316.692383
	Iteration 2F: 3 clusters Score -439471.7 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -439824.281250 Penalty: 4316.692383
	Iteration 3F: 3 clusters Score -439824.3 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -440274.281250 Penalty: 4316.692383
	Iteration 4F: 3 clusters Score -440274.3 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -440790.687500 Penalty: 4316.692383
	Iteration 5F: 3 clusters Score -440790.7 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -441283.343750 Penalty: 4316.692383
	Iteration 6F: 3 clusters Score -441283.3 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -441688.156250 Penalty: 4316.692383
	Iteration 7F: 3 clusters Score -441688.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -441926.718750 Penalty: 4316.692383
	Iteration 8Q: 3 clusters Score -441926.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -442041.125000 Penalty: 4316.692383
	Iteration 9Q: 3 clusters Score -442041.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -442108.218750 Penalty: 4316.692383
	Iteration 10Q: 3 clusters Score -442108.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -442144.906250 Penalty: 4316.692383
	Iteration 11Q: 3 clusters Score -442144.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -442176.093750 Penalty: 4316.692383
	Iteration 12Q: 3 clusters Score -442176.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -442192.468750 Penalty: 4316.692383
	Iteration 13Q: 3 clusters Score -442192.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -442206.937500 Penalty: 4316.692383
	Iteration 14Q: 3 clusters Score -442206.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -442215.781250 Penalty: 4316.692383
	Iteration 15Q: 3 clusters Score -442215.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -442225.625000 Penalty: 4316.692383
	Iteration 16Q: 3 clusters Score -442225.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -442236.656250 Penalty: 4316.692383
	Iteration 17Q: 3 clusters Score -442236.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -442244.468750 Penalty: 4316.692383
	Iteration 18Q: 3 clusters Score -442244.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -442247.781250 Penalty: 4316.692383
	Iteration 19Q: 3 clusters Score -442247.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -442251.437500 Penalty: 4316.692383
	Iteration 20F: 3 clusters Score -442251.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -442252.093750 Penalty: 4316.692383
	Iteration 21Q: 3 clusters Score -442252.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -442252.156250 Penalty: 4316.692383
	Iteration 22Q: 3 clusters Score -442252.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -442252.906250 Penalty: 4316.692383
	Iteration 23Q: 3 clusters Score -442252.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -442254.218750 Penalty: 4316.692383
	Iteration 24Q: 3 clusters Score -442254.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -442256.625000 Penalty: 4316.692383
	Iteration 25Q: 3 clusters Score -442256.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -442256.687500 Penalty: 4316.692383
	Iteration 26Q: 3 clusters Score -442256.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -442256.218750 Penalty: 4316.692383
	Iteration 27Q: 3 clusters Score -442256.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -442256.218750 Penalty: 4316.692383
	Iteration 28F: 3 clusters Score -442256.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Entering Unmasked Estep 
Score: -756708.312500 Penalty: 2285.918945
	Iteration 0F: 2 clusters Score -756708.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -748973.437500 Penalty: 4571.837891
	Iteration 0F: 3 clusters Score -748973.4 nChanged 4203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -751448.000000 Penalty: 4571.837891
	Iteration 1F: 3 clusters Score -751448 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -752188.500000 Penalty: 4571.837891
	Iteration 2F: 3 clusters Score -752188.5 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -753005.000000 Penalty: 4571.837891
	Iteration 3F: 3 clusters Score -753005 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -753886.500000 Penalty: 4571.837891
	Iteration 4F: 3 clusters Score -753886.5 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -754744.125000 Penalty: 4571.837891
	Iteration 5F: 3 clusters Score -754744.1 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -755433.562500 Penalty: 4571.837891
	Iteration 6F: 3 clusters Score -755433.6 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -755797.437500 Penalty: 4571.837891
	Iteration 7Q: 3 clusters Score -755797.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -755997.562500 Penalty: 4571.837891
	Iteration 8Q: 3 clusters Score -755997.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -756105.000000 Penalty: 4571.837891
	Iteration 9Q: 3 clusters Score -756105 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -756170.687500 Penalty: 4571.837891
	Iteration 10Q: 3 clusters Score -756170.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -756226.250000 Penalty: 4571.837891
	Iteration 11Q: 3 clusters Score -756226.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -756258.750000 Penalty: 4571.837891
	Iteration 12Q: 3 clusters Score -756258.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -756274.937500 Penalty: 4571.837891
	Iteration 13Q: 3 clusters Score -756274.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -756291.687500 Penalty: 4571.837891
	Iteration 14Q: 3 clusters Score -756291.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -756298.000000 Penalty: 4571.837891
	Iteration 15Q: 3 clusters Score -756298 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -756303.875000 Penalty: 4571.837891
	Iteration 16Q: 3 clusters Score -756303.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -756307.375000 Penalty: 4571.837891
	Iteration 17Q: 3 clusters Score -756307.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -756312.250000 Penalty: 4571.837891
	Iteration 18Q: 3 clusters Score -756312.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -756313.062500 Penalty: 4571.837891
	Iteration 19Q: 3 clusters Score -756313.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -756314.125000 Penalty: 4571.837891
	Iteration 20F: 3 clusters Score -756314.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -756315.437500 Penalty: 4571.837891
	Iteration 21Q: 3 clusters Score -756315.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -756316.125000 Penalty: 4571.837891
	Iteration 22Q: 3 clusters Score -756316.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -756319.687500 Penalty: 4571.837891
	Iteration 23Q: 3 clusters Score -756319.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -756321.500000 Penalty: 4571.837891
	Iteration 24Q: 3 clusters Score -756321.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -756322.187500 Penalty: 4571.837891
	Iteration 25Q: 3 clusters Score -756322.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -756327.437500 Penalty: 4571.837891
	Iteration 26Q: 3 clusters Score -756327.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -756331.250000 Penalty: 4571.837891
	Iteration 27Q: 3 clusters Score -756331.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -756337.375000 Penalty: 4571.837891
	Iteration 28Q: 3 clusters Score -756337.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -756340.312500 Penalty: 4571.837891
	Iteration 29Q: 3 clusters Score -756340.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -756341.625000 Penalty: 4571.837891
	Iteration 30Q: 3 clusters Score -756341.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -756346.750000 Penalty: 4571.837891
	Iteration 31Q: 3 clusters Score -756346.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -756350.687500 Penalty: 4571.837891
	Iteration 32Q: 3 clusters Score -756350.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -756355.625000 Penalty: 4571.837891
	Iteration 33Q: 3 clusters Score -756355.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -756362.375000 Penalty: 4571.837891
	Iteration 34Q: 3 clusters Score -756362.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -756376.437500 Penalty: 4571.837891
	Iteration 35Q: 3 clusters Score -756376.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -756386.812500 Penalty: 4571.837891
	Iteration 36Q: 3 clusters Score -756386.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -756400.875000 Penalty: 4571.837891
	Iteration 37Q: 3 clusters Score -756400.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -756413.437500 Penalty: 4571.837891
	Iteration 38Q: 3 clusters Score -756413.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -756431.125000 Penalty: 4571.837891
	Iteration 39Q: 3 clusters Score -756431.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -756455.750000 Penalty: 4571.837891
	Iteration 40F: 3 clusters Score -756455.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -756482.562500 Penalty: 4571.837891
	Iteration 41Q: 3 clusters Score -756482.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -756499.812500 Penalty: 4571.837891
	Iteration 42Q: 3 clusters Score -756499.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -756506.062500 Penalty: 4571.837891
	Iteration 43Q: 3 clusters Score -756506.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -756513.750000 Penalty: 4571.837891
	Iteration 44Q: 3 clusters Score -756513.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -756518.187500 Penalty: 4571.837891
	Iteration 45Q: 3 clusters Score -756518.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -756524.375000 Penalty: 4571.837891
	Iteration 46Q: 3 clusters Score -756524.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -756525.875000 Penalty: 4571.837891
	Iteration 47Q: 3 clusters Score -756525.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -756527.875000 Penalty: 4571.837891
	Iteration 48Q: 3 clusters Score -756527.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -756530.312500 Penalty: 4571.837891
	Iteration 49Q: 3 clusters Score -756530.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -756530.312500 Penalty: 4571.837891
	Iteration 50F: 3 clusters Score -756530.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Entering Unmasked Estep 
Score: -206962.281250 Penalty: 1951.232056
	Iteration 0F: 2 clusters Score -206962.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -203945.812500 Penalty: 3902.464111
	Iteration 0F: 3 clusters Score -203945.8 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -204534.531250 Penalty: 3902.464111
	Iteration 1F: 3 clusters Score -204534.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -204687.562500 Penalty: 3902.464111
	Iteration 2F: 3 clusters Score -204687.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -204756.296875 Penalty: 3902.464111
	Iteration 3Q: 3 clusters Score -204756.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -204802.656250 Penalty: 3902.464111
	Iteration 4Q: 3 clusters Score -204802.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -204841.390625 Penalty: 3902.464111
	Iteration 5Q: 3 clusters Score -204841.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -204866.546875 Penalty: 3902.464111
	Iteration 6Q: 3 clusters Score -204866.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -204882.734375 Penalty: 3902.464111
	Iteration 7Q: 3 clusters Score -204882.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -204894.921875 Penalty: 3902.464111
	Iteration 8Q: 3 clusters Score -204894.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -204904.937500 Penalty: 3902.464111
	Iteration 9Q: 3 clusters Score -204904.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -204909.937500 Penalty: 3902.464111
	Iteration 10Q: 3 clusters Score -204909.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -204914.250000 Penalty: 3902.464111
	Iteration 11Q: 3 clusters Score -204914.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -204915.015625 Penalty: 3902.464111
	Iteration 12Q: 3 clusters Score -204915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -204915.640625 Penalty: 3902.464111
	Iteration 13Q: 3 clusters Score -204915.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -204915.640625 Penalty: 3902.464111
	Iteration 14F: 3 clusters Score -204915.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (45361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45361 members 
Entering Unmasked Estep 
Score: -3686335.750000 Penalty: 2659.157227
	Iteration 0F: 2 clusters Score -3686336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22939 members 
Mstep: Class 2 contains 22422 members 
Entering Unmasked Estep 
Score: -3655786.750000 Penalty: 5318.314453
	Iteration 0F: 3 clusters Score -3655787 nChanged 20864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25237 members 
Mstep: Class 2 contains 20124 members 
Entering Unmasked Estep 
Score: -3667559.250000 Penalty: 5318.314453
	Iteration 1F: 3 clusters Score -3667559 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26575 members 
Mstep: Class 2 contains 18786 members 
Entering Unmasked Estep 
Score: -3668408.750000 Penalty: 5318.314453
	Iteration 2Q: 3 clusters Score -3668409 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28515 members 
Mstep: Class 2 contains 16846 members 
Entering Unmasked Estep 
Score: -3669609.750000 Penalty: 5318.314453
	Iteration 3F: 3 clusters Score -3669610 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31121 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -3671495.500000 Penalty: 5318.314453
	Iteration 4F: 3 clusters Score -3671496 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34324 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -3674151.500000 Penalty: 5318.314453
	Iteration 5F: 3 clusters Score -3674152 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37769 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -3677381.500000 Penalty: 5318.314453
	Iteration 6F: 3 clusters Score -3677382 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40721 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -3680304.500000 Penalty: 5318.314453
	Iteration 7F: 3 clusters Score -3680304 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42690 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -3682212.250000 Penalty: 5318.314453
	Iteration 8Q: 3 clusters Score -3682212 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43776 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -3683151.000000 Penalty: 5318.314453
	Iteration 9Q: 3 clusters Score -3683151 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44297 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -3683600.750000 Penalty: 5318.314453
	Iteration 10Q: 3 clusters Score -3683601 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44544 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -3683833.750000 Penalty: 5318.314453
	Iteration 11Q: 3 clusters Score -3683834 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44681 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -3683957.250000 Penalty: 5318.314453
	Iteration 12Q: 3 clusters Score -3683957 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44772 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -3684022.000000 Penalty: 5318.314453
	Iteration 13Q: 3 clusters Score -3684022 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44828 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -3684073.250000 Penalty: 5318.314453
	Iteration 14Q: 3 clusters Score -3684073 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44863 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -3684108.000000 Penalty: 5318.314453
	Iteration 15Q: 3 clusters Score -3684108 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44883 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -3684131.250000 Penalty: 5318.314453
	Iteration 16Q: 3 clusters Score -3684131 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44898 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -3684148.750000 Penalty: 5318.314453
	Iteration 17Q: 3 clusters Score -3684149 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44910 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -3684159.500000 Penalty: 5318.314453
	Iteration 18Q: 3 clusters Score -3684160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44916 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -3684167.000000 Penalty: 5318.314453
	Iteration 19Q: 3 clusters Score -3684167 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44922 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -3684169.500000 Penalty: 5318.314453
	Iteration 20F: 3 clusters Score -3684170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44926 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -3684176.250000 Penalty: 5318.314453
	Iteration 21Q: 3 clusters Score -3684176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44928 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -3684181.500000 Penalty: 5318.314453
	Iteration 22Q: 3 clusters Score -3684182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44927 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -3684180.500000 Penalty: 5318.314453
	Iteration 23Q: 3 clusters Score -3684180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44926 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -3684182.000000 Penalty: 5318.314453
	Iteration 24Q: 3 clusters Score -3684182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44926 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -3684182.000000 Penalty: 5318.314453
	Iteration 25F: 3 clusters Score -3684182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Entering Unmasked Estep 
Score: -478477.937500 Penalty: 2160.233643
	Iteration 0F: 2 clusters Score -478477.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -473254.000000 Penalty: 4320.467285
	Iteration 0F: 3 clusters Score -473254 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -474625.687500 Penalty: 4320.467285
	Iteration 1F: 3 clusters Score -474625.7 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -474836.125000 Penalty: 4320.467285
	Iteration 2F: 3 clusters Score -474836.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -474969.593750 Penalty: 4320.467285
	Iteration 3Q: 3 clusters Score -474969.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -475067.187500 Penalty: 4320.467285
	Iteration 4Q: 3 clusters Score -475067.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -475142.437500 Penalty: 4320.467285
	Iteration 5Q: 3 clusters Score -475142.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -475218.468750 Penalty: 4320.467285
	Iteration 6Q: 3 clusters Score -475218.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -475281.812500 Penalty: 4320.467285
	Iteration 7Q: 3 clusters Score -475281.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -475341.125000 Penalty: 4320.467285
	Iteration 8Q: 3 clusters Score -475341.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -475405.812500 Penalty: 4320.467285
	Iteration 9Q: 3 clusters Score -475405.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -475475.531250 Penalty: 4320.467285
	Iteration 10Q: 3 clusters Score -475475.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -475536.875000 Penalty: 4320.467285
	Iteration 11Q: 3 clusters Score -475536.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -475608.093750 Penalty: 4320.467285
	Iteration 12Q: 3 clusters Score -475608.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -475696.625000 Penalty: 4320.467285
	Iteration 13Q: 3 clusters Score -475696.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -475802.218750 Penalty: 4320.467285
	Iteration 14Q: 3 clusters Score -475802.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -475905.500000 Penalty: 4320.467285
	Iteration 15Q: 3 clusters Score -475905.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -476008.437500 Penalty: 4320.467285
	Iteration 16Q: 3 clusters Score -476008.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -476097.062500 Penalty: 4320.467285
	Iteration 17Q: 3 clusters Score -476097.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -476170.625000 Penalty: 4320.467285
	Iteration 18Q: 3 clusters Score -476170.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -476235.281250 Penalty: 4320.467285
	Iteration 19Q: 3 clusters Score -476235.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -476299.875000 Penalty: 4320.467285
	Iteration 20F: 3 clusters Score -476299.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -476360.968750 Penalty: 4320.467285
	Iteration 21Q: 3 clusters Score -476361 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -476410.437500 Penalty: 4320.467285
	Iteration 22Q: 3 clusters Score -476410.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -476468.968750 Penalty: 4320.467285
	Iteration 23Q: 3 clusters Score -476469 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -476511.718750 Penalty: 4320.467285
	Iteration 24Q: 3 clusters Score -476511.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -476552.468750 Penalty: 4320.467285
	Iteration 25Q: 3 clusters Score -476552.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -476596.437500 Penalty: 4320.467285
	Iteration 26Q: 3 clusters Score -476596.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -476633.562500 Penalty: 4320.467285
	Iteration 27Q: 3 clusters Score -476633.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -476673.281250 Penalty: 4320.467285
	Iteration 28Q: 3 clusters Score -476673.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -476710.781250 Penalty: 4320.467285
	Iteration 29Q: 3 clusters Score -476710.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -476733.406250 Penalty: 4320.467285
	Iteration 30Q: 3 clusters Score -476733.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -476750.468750 Penalty: 4320.467285
	Iteration 31Q: 3 clusters Score -476750.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -476765.156250 Penalty: 4320.467285
	Iteration 32Q: 3 clusters Score -476765.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -476776.718750 Penalty: 4320.467285
	Iteration 33Q: 3 clusters Score -476776.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -476792.468750 Penalty: 4320.467285
	Iteration 34Q: 3 clusters Score -476792.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -476803.000000 Penalty: 4320.467285
	Iteration 35Q: 3 clusters Score -476803 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -476813.156250 Penalty: 4320.467285
	Iteration 36Q: 3 clusters Score -476813.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -476818.687500 Penalty: 4320.467285
	Iteration 37Q: 3 clusters Score -476818.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -476824.500000 Penalty: 4320.467285
	Iteration 38Q: 3 clusters Score -476824.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -476829.281250 Penalty: 4320.467285
	Iteration 39Q: 3 clusters Score -476829.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -476835.125000 Penalty: 4320.467285
	Iteration 40F: 3 clusters Score -476835.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -476847.500000 Penalty: 4320.467285
	Iteration 41Q: 3 clusters Score -476847.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -476856.437500 Penalty: 4320.467285
	Iteration 42Q: 3 clusters Score -476856.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -476866.625000 Penalty: 4320.467285
	Iteration 43Q: 3 clusters Score -476866.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -476878.406250 Penalty: 4320.467285
	Iteration 44Q: 3 clusters Score -476878.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -476888.687500 Penalty: 4320.467285
	Iteration 45Q: 3 clusters Score -476888.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -476893.093750 Penalty: 4320.467285
	Iteration 46Q: 3 clusters Score -476893.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -476898.593750 Penalty: 4320.467285
	Iteration 47Q: 3 clusters Score -476898.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -476902.156250 Penalty: 4320.467285
	Iteration 48Q: 3 clusters Score -476902.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -476904.625000 Penalty: 4320.467285
	Iteration 49Q: 3 clusters Score -476904.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -476909.625000 Penalty: 4320.467285
	Iteration 50Q: 3 clusters Score -476909.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -476915.343750 Penalty: 4320.467285
	Iteration 51Q: 3 clusters Score -476915.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -476918.343750 Penalty: 4320.467285
	Iteration 52Q: 3 clusters Score -476918.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -476921.437500 Penalty: 4320.467285
	Iteration 53Q: 3 clusters Score -476921.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -476924.531250 Penalty: 4320.467285
	Iteration 54Q: 3 clusters Score -476924.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -476928.531250 Penalty: 4320.467285
	Iteration 55Q: 3 clusters Score -476928.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -476932.625000 Penalty: 4320.467285
	Iteration 56Q: 3 clusters Score -476932.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -476935.531250 Penalty: 4320.467285
	Iteration 57Q: 3 clusters Score -476935.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -476938.062500 Penalty: 4320.467285
	Iteration 58Q: 3 clusters Score -476938.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -476940.812500 Penalty: 4320.467285
	Iteration 59Q: 3 clusters Score -476940.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -476946.125000 Penalty: 4320.467285
	Iteration 60F: 3 clusters Score -476946.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -476953.687500 Penalty: 4320.467285
	Iteration 61Q: 3 clusters Score -476953.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -476961.593750 Penalty: 4320.467285
	Iteration 62Q: 3 clusters Score -476961.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -476965.656250 Penalty: 4320.467285
	Iteration 63Q: 3 clusters Score -476965.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -476972.000000 Penalty: 4320.467285
	Iteration 64Q: 3 clusters Score -476972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -476976.312500 Penalty: 4320.467285
	Iteration 65Q: 3 clusters Score -476976.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -476977.843750 Penalty: 4320.467285
	Iteration 66Q: 3 clusters Score -476977.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -476978.687500 Penalty: 4320.467285
	Iteration 67Q: 3 clusters Score -476978.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -476982.968750 Penalty: 4320.467285
	Iteration 68Q: 3 clusters Score -476983 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -476989.250000 Penalty: 4320.467285
	Iteration 69Q: 3 clusters Score -476989.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -476998.125000 Penalty: 4320.467285
	Iteration 70Q: 3 clusters Score -476998.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -477006.531250 Penalty: 4320.467285
	Iteration 71Q: 3 clusters Score -477006.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -477008.187500 Penalty: 4320.467285
	Iteration 72Q: 3 clusters Score -477008.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -477014.531250 Penalty: 4320.467285
	Iteration 73Q: 3 clusters Score -477014.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -477017.187500 Penalty: 4320.467285
	Iteration 74Q: 3 clusters Score -477017.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -477019.500000 Penalty: 4320.467285
	Iteration 75Q: 3 clusters Score -477019.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -477020.093750 Penalty: 4320.467285
	Iteration 76Q: 3 clusters Score -477020.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -477023.031250 Penalty: 4320.467285
	Iteration 77Q: 3 clusters Score -477023 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -477026.062500 Penalty: 4320.467285
	Iteration 78Q: 3 clusters Score -477026.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -477031.250000 Penalty: 4320.467285
	Iteration 79Q: 3 clusters Score -477031.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -477036.718750 Penalty: 4320.467285
	Iteration 80F: 3 clusters Score -477036.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -477041.656250 Penalty: 4320.467285
	Iteration 81Q: 3 clusters Score -477041.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -477044.906250 Penalty: 4320.467285
	Iteration 82Q: 3 clusters Score -477044.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -477045.906250 Penalty: 4320.467285
	Iteration 83Q: 3 clusters Score -477045.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -477046.562500 Penalty: 4320.467285
	Iteration 84Q: 3 clusters Score -477046.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -477047.875000 Penalty: 4320.467285
	Iteration 85Q: 3 clusters Score -477047.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -477048.156250 Penalty: 4320.467285
	Iteration 86Q: 3 clusters Score -477048.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -477048.156250 Penalty: 4320.467285
	Iteration 87F: 3 clusters Score -477048.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Entering Unmasked Estep 
Score: -785250.312500 Penalty: 2300.874268
	Iteration 0F: 2 clusters Score -785250.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -777193.125000 Penalty: 4601.748535
	Iteration 0F: 3 clusters Score -777193.1 nChanged 4487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -779632.250000 Penalty: 4601.748535
	Iteration 1F: 3 clusters Score -779632.2 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -780115.500000 Penalty: 4601.748535
	Iteration 2F: 3 clusters Score -780115.5 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -780659.625000 Penalty: 4601.748535
	Iteration 3F: 3 clusters Score -780659.6 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -781398.750000 Penalty: 4601.748535
	Iteration 4F: 3 clusters Score -781398.8 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -782220.437500 Penalty: 4601.748535
	Iteration 5F: 3 clusters Score -782220.4 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -782866.687500 Penalty: 4601.748535
	Iteration 6F: 3 clusters Score -782866.7 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -783381.750000 Penalty: 4601.748535
	Iteration 7F: 3 clusters Score -783381.8 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -783772.812500 Penalty: 4601.748535
	Iteration 8Q: 3 clusters Score -783772.8 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -784032.000000 Penalty: 4601.748535
	Iteration 9Q: 3 clusters Score -784032 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -784215.375000 Penalty: 4601.748535
	Iteration 10Q: 3 clusters Score -784215.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -784354.000000 Penalty: 4601.748535
	Iteration 11Q: 3 clusters Score -784354 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -784446.875000 Penalty: 4601.748535
	Iteration 12Q: 3 clusters Score -784446.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -784501.250000 Penalty: 4601.748535
	Iteration 13Q: 3 clusters Score -784501.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -784527.562500 Penalty: 4601.748535
	Iteration 14Q: 3 clusters Score -784527.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -784541.875000 Penalty: 4601.748535
	Iteration 15Q: 3 clusters Score -784541.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -784549.750000 Penalty: 4601.748535
	Iteration 16Q: 3 clusters Score -784549.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -784555.312500 Penalty: 4601.748535
	Iteration 17Q: 3 clusters Score -784555.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -784558.312500 Penalty: 4601.748535
	Iteration 18Q: 3 clusters Score -784558.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -784560.562500 Penalty: 4601.748535
	Iteration 19Q: 3 clusters Score -784560.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -784563.500000 Penalty: 4601.748535
	Iteration 20F: 3 clusters Score -784563.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -784564.687500 Penalty: 4601.748535
	Iteration 21Q: 3 clusters Score -784564.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -784570.375000 Penalty: 4601.748535
	Iteration 22Q: 3 clusters Score -784570.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -784570.687500 Penalty: 4601.748535
	Iteration 23Q: 3 clusters Score -784570.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -784570.437500 Penalty: 4601.748535
	Iteration 24Q: 3 clusters Score -784570.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -784570.937500 Penalty: 4601.748535
	Iteration 25Q: 3 clusters Score -784570.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -784571.375000 Penalty: 4601.748535
	Iteration 26Q: 3 clusters Score -784571.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -784574.125000 Penalty: 4601.748535
	Iteration 27Q: 3 clusters Score -784574.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -784573.937500 Penalty: 4601.748535
	Iteration 28Q: 3 clusters Score -784573.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -784572.375000 Penalty: 4601.748535
	Iteration 29Q: 3 clusters Score -784572.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -784573.687500 Penalty: 4601.748535
	Iteration 30Q: 3 clusters Score -784573.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -784576.562500 Penalty: 4601.748535
	Iteration 31Q: 3 clusters Score -784576.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -784575.437500 Penalty: 4601.748535
	Iteration 32Q: 3 clusters Score -784575.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -784576.062500 Penalty: 4601.748535
	Iteration 33Q: 3 clusters Score -784576.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -784579.500000 Penalty: 4601.748535
	Iteration 34Q: 3 clusters Score -784579.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -784582.750000 Penalty: 4601.748535
	Iteration 35Q: 3 clusters Score -784582.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -784581.125000 Penalty: 4601.748535
	Iteration 36Q: 3 clusters Score -784581.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -784582.812500 Penalty: 4601.748535
	Iteration 37Q: 3 clusters Score -784582.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -784581.125000 Penalty: 4601.748535
	Iteration 38Q: 3 clusters Score -784581.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -784581.125000 Penalty: 4601.748535
	Iteration 39F: 3 clusters Score -784581.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (38355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38355 members 
Entering Unmasked Estep 
Score: -2989208.750000 Penalty: 2617.550781
	Iteration 0F: 2 clusters Score -2989209 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19129 members 
Mstep: Class 2 contains 19226 members 
Entering Unmasked Estep 
Score: -2962970.000000 Penalty: 5235.101562
	Iteration 0F: 3 clusters Score -2962970 nChanged 17588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19249 members 
Mstep: Class 2 contains 19106 members 
Entering Unmasked Estep 
Score: -2972810.000000 Penalty: 5235.101562
	Iteration 1F: 3 clusters Score -2972810 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19352 members 
Mstep: Class 2 contains 19003 members 
Entering Unmasked Estep 
Score: -2973390.500000 Penalty: 5235.101562
	Iteration 2Q: 3 clusters Score -2973390 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19512 members 
Mstep: Class 2 contains 18843 members 
Entering Unmasked Estep 
Score: -2974011.500000 Penalty: 5235.101562
	Iteration 3Q: 3 clusters Score -2974012 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19701 members 
Mstep: Class 2 contains 18654 members 
Entering Unmasked Estep 
Score: -2974704.750000 Penalty: 5235.101562
	Iteration 4Q: 3 clusters Score -2974705 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19896 members 
Mstep: Class 2 contains 18459 members 
Entering Unmasked Estep 
Score: -2975496.000000 Penalty: 5235.101562
	Iteration 5Q: 3 clusters Score -2975496 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20155 members 
Mstep: Class 2 contains 18200 members 
Entering Unmasked Estep 
Score: -2976364.250000 Penalty: 5235.101562
	Iteration 6Q: 3 clusters Score -2976364 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20438 members 
Mstep: Class 2 contains 17917 members 
Entering Unmasked Estep 
Score: -2977340.750000 Penalty: 5235.101562
	Iteration 7Q: 3 clusters Score -2977341 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20773 members 
Mstep: Class 2 contains 17582 members 
Entering Unmasked Estep 
Score: -2978425.750000 Penalty: 5235.101562
	Iteration 8Q: 3 clusters Score -2978426 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21172 members 
Mstep: Class 2 contains 17183 members 
Entering Unmasked Estep 
Score: -2979574.750000 Penalty: 5235.101562
	Iteration 9F: 3 clusters Score -2979575 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21620 members 
Mstep: Class 2 contains 16735 members 
Entering Unmasked Estep 
Score: -2980717.750000 Penalty: 5235.101562
	Iteration 10Q: 3 clusters Score -2980718 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22078 members 
Mstep: Class 2 contains 16277 members 
Entering Unmasked Estep 
Score: -2981827.250000 Penalty: 5235.101562
	Iteration 11Q: 3 clusters Score -2981827 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22569 members 
Mstep: Class 2 contains 15786 members 
Entering Unmasked Estep 
Score: -2982779.250000 Penalty: 5235.101562
	Iteration 12Q: 3 clusters Score -2982779 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23042 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -2983423.250000 Penalty: 5235.101562
	Iteration 13Q: 3 clusters Score -2983423 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23572 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -2983856.250000 Penalty: 5235.101562
	Iteration 14Q: 3 clusters Score -2983856 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24057 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -2984145.000000 Penalty: 5235.101562
	Iteration 15Q: 3 clusters Score -2984145 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24518 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -2984328.750000 Penalty: 5235.101562
	Iteration 16Q: 3 clusters Score -2984329 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24941 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -2984475.250000 Penalty: 5235.101562
	Iteration 17Q: 3 clusters Score -2984475 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25339 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -2984594.500000 Penalty: 5235.101562
	Iteration 18Q: 3 clusters Score -2984594 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25743 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -2984700.000000 Penalty: 5235.101562
	Iteration 19Q: 3 clusters Score -2984700 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26124 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -2984832.750000 Penalty: 5235.101562
	Iteration 20F: 3 clusters Score -2984833 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26497 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -2984911.000000 Penalty: 5235.101562
	Iteration 21Q: 3 clusters Score -2984911 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26871 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -2985013.500000 Penalty: 5235.101562
	Iteration 22Q: 3 clusters Score -2985014 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27255 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -2985129.250000 Penalty: 5235.101562
	Iteration 23Q: 3 clusters Score -2985129 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27625 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -2985223.750000 Penalty: 5235.101562
	Iteration 24Q: 3 clusters Score -2985224 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28005 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -2985319.000000 Penalty: 5235.101562
	Iteration 25Q: 3 clusters Score -2985319 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28354 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -2985404.500000 Penalty: 5235.101562
	Iteration 26Q: 3 clusters Score -2985404 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28667 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -2985490.500000 Penalty: 5235.101562
	Iteration 27Q: 3 clusters Score -2985490 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28960 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -2985558.750000 Penalty: 5235.101562
	Iteration 28Q: 3 clusters Score -2985559 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29240 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -2985604.750000 Penalty: 5235.101562
	Iteration 29Q: 3 clusters Score -2985605 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29483 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -2985660.500000 Penalty: 5235.101562
	Iteration 30Q: 3 clusters Score -2985660 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29744 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -2985713.750000 Penalty: 5235.101562
	Iteration 31Q: 3 clusters Score -2985714 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29995 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -2985769.750000 Penalty: 5235.101562
	Iteration 32Q: 3 clusters Score -2985770 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30251 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -2985798.000000 Penalty: 5235.101562
	Iteration 33Q: 3 clusters Score -2985798 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30496 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -2985864.250000 Penalty: 5235.101562
	Iteration 34Q: 3 clusters Score -2985864 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30739 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -2985915.250000 Penalty: 5235.101562
	Iteration 35Q: 3 clusters Score -2985915 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30969 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -2985970.500000 Penalty: 5235.101562
	Iteration 36Q: 3 clusters Score -2985970 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31193 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -2986021.000000 Penalty: 5235.101562
	Iteration 37Q: 3 clusters Score -2986021 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31410 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -2986062.750000 Penalty: 5235.101562
	Iteration 38Q: 3 clusters Score -2986063 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31598 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -2986100.500000 Penalty: 5235.101562
	Iteration 39Q: 3 clusters Score -2986100 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31813 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -2986143.250000 Penalty: 5235.101562
	Iteration 40F: 3 clusters Score -2986143 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32018 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -2986184.000000 Penalty: 5235.101562
	Iteration 41Q: 3 clusters Score -2986184 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32206 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -2986224.500000 Penalty: 5235.101562
	Iteration 42Q: 3 clusters Score -2986224 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32411 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -2986264.750000 Penalty: 5235.101562
	Iteration 43Q: 3 clusters Score -2986265 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32618 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -2986346.250000 Penalty: 5235.101562
	Iteration 44Q: 3 clusters Score -2986346 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32834 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -2986387.500000 Penalty: 5235.101562
	Iteration 45Q: 3 clusters Score -2986388 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33024 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -2986433.750000 Penalty: 5235.101562
	Iteration 46Q: 3 clusters Score -2986434 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33208 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -2986474.500000 Penalty: 5235.101562
	Iteration 47Q: 3 clusters Score -2986474 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33386 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -2986524.250000 Penalty: 5235.101562
	Iteration 48Q: 3 clusters Score -2986524 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33569 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -2986563.500000 Penalty: 5235.101562
	Iteration 49Q: 3 clusters Score -2986564 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33759 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -2986612.750000 Penalty: 5235.101562
	Iteration 50Q: 3 clusters Score -2986613 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33947 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -2986666.250000 Penalty: 5235.101562
	Iteration 51Q: 3 clusters Score -2986666 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34106 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -2986702.250000 Penalty: 5235.101562
	Iteration 52Q: 3 clusters Score -2986702 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34245 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -2986751.000000 Penalty: 5235.101562
	Iteration 53Q: 3 clusters Score -2986751 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34382 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -2986789.750000 Penalty: 5235.101562
	Iteration 54Q: 3 clusters Score -2986790 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34521 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -2986819.000000 Penalty: 5235.101562
	Iteration 55Q: 3 clusters Score -2986819 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34657 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -2986848.250000 Penalty: 5235.101562
	Iteration 56Q: 3 clusters Score -2986848 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34805 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -2986886.000000 Penalty: 5235.101562
	Iteration 57Q: 3 clusters Score -2986886 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34925 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -2986907.250000 Penalty: 5235.101562
	Iteration 58Q: 3 clusters Score -2986907 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35049 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -2986935.000000 Penalty: 5235.101562
	Iteration 59Q: 3 clusters Score -2986935 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35156 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -2986968.500000 Penalty: 5235.101562
	Iteration 60F: 3 clusters Score -2986968 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35258 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -2986987.500000 Penalty: 5235.101562
	Iteration 61Q: 3 clusters Score -2986988 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35345 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -2987014.250000 Penalty: 5235.101562
	Iteration 62Q: 3 clusters Score -2987014 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35429 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -2987036.750000 Penalty: 5235.101562
	Iteration 63Q: 3 clusters Score -2987037 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35521 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -2987067.000000 Penalty: 5235.101562
	Iteration 64Q: 3 clusters Score -2987067 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35612 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -2987095.750000 Penalty: 5235.101562
	Iteration 65Q: 3 clusters Score -2987096 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35674 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -2987104.250000 Penalty: 5235.101562
	Iteration 66Q: 3 clusters Score -2987104 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35754 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -2987120.250000 Penalty: 5235.101562
	Iteration 67Q: 3 clusters Score -2987120 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35823 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -2987141.750000 Penalty: 5235.101562
	Iteration 68Q: 3 clusters Score -2987142 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35900 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -2987167.250000 Penalty: 5235.101562
	Iteration 69Q: 3 clusters Score -2987167 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35977 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -2987188.500000 Penalty: 5235.101562
	Iteration 70Q: 3 clusters Score -2987188 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36077 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -2987226.250000 Penalty: 5235.101562
	Iteration 71Q: 3 clusters Score -2987226 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36175 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -2987275.500000 Penalty: 5235.101562
	Iteration 72Q: 3 clusters Score -2987276 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36281 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -2987312.000000 Penalty: 5235.101562
	Iteration 73Q: 3 clusters Score -2987312 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36367 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -2987343.500000 Penalty: 5235.101562
	Iteration 74Q: 3 clusters Score -2987344 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36460 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -2987381.250000 Penalty: 5235.101562
	Iteration 75Q: 3 clusters Score -2987381 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36534 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -2987411.000000 Penalty: 5235.101562
	Iteration 76Q: 3 clusters Score -2987411 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36597 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -2987436.750000 Penalty: 5235.101562
	Iteration 77Q: 3 clusters Score -2987437 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36665 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -2987459.500000 Penalty: 5235.101562
	Iteration 78Q: 3 clusters Score -2987460 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36731 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -2987482.250000 Penalty: 5235.101562
	Iteration 79Q: 3 clusters Score -2987482 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36783 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -2987506.250000 Penalty: 5235.101562
	Iteration 80F: 3 clusters Score -2987506 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36844 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -2987539.250000 Penalty: 5235.101562
	Iteration 81Q: 3 clusters Score -2987539 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36907 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -2987592.750000 Penalty: 5235.101562
	Iteration 82Q: 3 clusters Score -2987593 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36961 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -2987617.250000 Penalty: 5235.101562
	Iteration 83Q: 3 clusters Score -2987617 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37015 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -2987653.500000 Penalty: 5235.101562
	Iteration 84Q: 3 clusters Score -2987654 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37061 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -2987684.250000 Penalty: 5235.101562
	Iteration 85Q: 3 clusters Score -2987684 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37104 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -2987721.500000 Penalty: 5235.101562
	Iteration 86Q: 3 clusters Score -2987722 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37149 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -2987748.750000 Penalty: 5235.101562
	Iteration 87Q: 3 clusters Score -2987749 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37189 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -2987787.500000 Penalty: 5235.101562
	Iteration 88Q: 3 clusters Score -2987788 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37235 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -2987814.500000 Penalty: 5235.101562
	Iteration 89Q: 3 clusters Score -2987814 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37283 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -2987856.250000 Penalty: 5235.101562
	Iteration 90Q: 3 clusters Score -2987856 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37319 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -2987895.000000 Penalty: 5235.101562
	Iteration 91Q: 3 clusters Score -2987895 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37340 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -2987922.500000 Penalty: 5235.101562
	Iteration 92Q: 3 clusters Score -2987922 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37356 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -2987944.250000 Penalty: 5235.101562
	Iteration 93Q: 3 clusters Score -2987944 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37383 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -2987967.250000 Penalty: 5235.101562
	Iteration 94Q: 3 clusters Score -2987967 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37403 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -2987983.250000 Penalty: 5235.101562
	Iteration 95Q: 3 clusters Score -2987983 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37426 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -2988002.500000 Penalty: 5235.101562
	Iteration 96Q: 3 clusters Score -2988002 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37437 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -2988013.750000 Penalty: 5235.101562
	Iteration 97Q: 3 clusters Score -2988014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37435 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -2988013.000000 Penalty: 5235.101562
	Iteration 98Q: 3 clusters Score -2988013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37432 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -2988015.500000 Penalty: 5235.101562
	Iteration 99Q: 3 clusters Score -2988016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37430 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -2988014.500000 Penalty: 5235.101562
	Iteration 100F: 3 clusters Score -2988014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37433 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -2988013.750000 Penalty: 5235.101562
	Iteration 101Q: 3 clusters Score -2988014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37433 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -2988016.750000 Penalty: 5235.101562
	Iteration 102Q: 3 clusters Score -2988017 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37436 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -2988018.000000 Penalty: 5235.101562
	Iteration 103Q: 3 clusters Score -2988018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37435 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -2988024.500000 Penalty: 5235.101562
	Iteration 104Q: 3 clusters Score -2988024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37435 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -2988022.250000 Penalty: 5235.101562
	Iteration 105Q: 3 clusters Score -2988022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37435 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -2988028.250000 Penalty: 5235.101562
	Iteration 106Q: 3 clusters Score -2988028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37434 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -2988026.750000 Penalty: 5235.101562
	Iteration 107Q: 3 clusters Score -2988027 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37434 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -2988026.750000 Penalty: 5235.101562
	Iteration 108F: 3 clusters Score -2988027 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Entering Unmasked Estep 
Score: -272539.187500 Penalty: 2025.854980
	Iteration 0F: 2 clusters Score -272539.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -268936.281250 Penalty: 4051.709961
	Iteration 0F: 3 clusters Score -268936.3 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -269793.218750 Penalty: 4051.709961
	Iteration 1F: 3 clusters Score -269793.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -269989.593750 Penalty: 4051.709961
	Iteration 2F: 3 clusters Score -269989.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -270083.343750 Penalty: 4051.709961
	Iteration 3Q: 3 clusters Score -270083.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -270149.218750 Penalty: 4051.709961
	Iteration 4Q: 3 clusters Score -270149.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -270210.875000 Penalty: 4051.709961
	Iteration 5Q: 3 clusters Score -270210.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -270259.937500 Penalty: 4051.709961
	Iteration 6Q: 3 clusters Score -270259.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -270315.312500 Penalty: 4051.709961
	Iteration 7Q: 3 clusters Score -270315.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -270378.218750 Penalty: 4051.709961
	Iteration 8Q: 3 clusters Score -270378.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -270428.281250 Penalty: 4051.709961
	Iteration 9Q: 3 clusters Score -270428.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -270492.281250 Penalty: 4051.709961
	Iteration 10Q: 3 clusters Score -270492.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -270547.250000 Penalty: 4051.709961
	Iteration 11Q: 3 clusters Score -270547.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -270594.562500 Penalty: 4051.709961
	Iteration 12Q: 3 clusters Score -270594.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -270649.062500 Penalty: 4051.709961
	Iteration 13Q: 3 clusters Score -270649.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -270688.437500 Penalty: 4051.709961
	Iteration 14Q: 3 clusters Score -270688.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -270716.093750 Penalty: 4051.709961
	Iteration 15Q: 3 clusters Score -270716.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -270740.000000 Penalty: 4051.709961
	Iteration 16Q: 3 clusters Score -270740 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -270763.156250 Penalty: 4051.709961
	Iteration 17Q: 3 clusters Score -270763.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -270780.250000 Penalty: 4051.709961
	Iteration 18Q: 3 clusters Score -270780.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -270798.625000 Penalty: 4051.709961
	Iteration 19Q: 3 clusters Score -270798.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -270817.625000 Penalty: 4051.709961
	Iteration 20F: 3 clusters Score -270817.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -270833.781250 Penalty: 4051.709961
	Iteration 21Q: 3 clusters Score -270833.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -270848.562500 Penalty: 4051.709961
	Iteration 22Q: 3 clusters Score -270848.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -270862.625000 Penalty: 4051.709961
	Iteration 23Q: 3 clusters Score -270862.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -270870.343750 Penalty: 4051.709961
	Iteration 24Q: 3 clusters Score -270870.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -270875.437500 Penalty: 4051.709961
	Iteration 25Q: 3 clusters Score -270875.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -270880.343750 Penalty: 4051.709961
	Iteration 26Q: 3 clusters Score -270880.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -270887.562500 Penalty: 4051.709961
	Iteration 27Q: 3 clusters Score -270887.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -270893.781250 Penalty: 4051.709961
	Iteration 28Q: 3 clusters Score -270893.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -270899.343750 Penalty: 4051.709961
	Iteration 29Q: 3 clusters Score -270899.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -270899.843750 Penalty: 4051.709961
	Iteration 30Q: 3 clusters Score -270899.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -270901.281250 Penalty: 4051.709961
	Iteration 31Q: 3 clusters Score -270901.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -270901.843750 Penalty: 4051.709961
	Iteration 32Q: 3 clusters Score -270901.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -270903.500000 Penalty: 4051.709961
	Iteration 33Q: 3 clusters Score -270903.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -270904.718750 Penalty: 4051.709961
	Iteration 34Q: 3 clusters Score -270904.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -270905.468750 Penalty: 4051.709961
	Iteration 35Q: 3 clusters Score -270905.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -270906.656250 Penalty: 4051.709961
	Iteration 36Q: 3 clusters Score -270906.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -270907.687500 Penalty: 4051.709961
	Iteration 37Q: 3 clusters Score -270907.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -270909.000000 Penalty: 4051.709961
	Iteration 38Q: 3 clusters Score -270909 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -270911.156250 Penalty: 4051.709961
	Iteration 39Q: 3 clusters Score -270911.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -270912.468750 Penalty: 4051.709961
	Iteration 40F: 3 clusters Score -270912.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -270913.968750 Penalty: 4051.709961
	Iteration 41Q: 3 clusters Score -270914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -270914.593750 Penalty: 4051.709961
	Iteration 42Q: 3 clusters Score -270914.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -270914.593750 Penalty: 4051.709961
	Iteration 43F: 3 clusters Score -270914.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (16619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16619 members 
Entering Unmasked Estep 
Score: -1175648.875000 Penalty: 2410.138916
	Iteration 0F: 2 clusters Score -1175649 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -1163838.750000 Penalty: 4820.277832
	Iteration 0F: 3 clusters Score -1163839 nChanged 7110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -1167766.875000 Penalty: 4820.277832
	Iteration 1F: 3 clusters Score -1167767 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -1168296.125000 Penalty: 4820.277832
	Iteration 2F: 3 clusters Score -1168296 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -1168746.750000 Penalty: 4820.277832
	Iteration 3F: 3 clusters Score -1168747 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1169146.875000 Penalty: 4820.277832
	Iteration 4F: 3 clusters Score -1169147 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1169505.875000 Penalty: 4820.277832
	Iteration 5Q: 3 clusters Score -1169506 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -1169843.000000 Penalty: 4820.277832
	Iteration 6Q: 3 clusters Score -1169843 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -1170125.250000 Penalty: 4820.277832
	Iteration 7Q: 3 clusters Score -1170125 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1170399.000000 Penalty: 4820.277832
	Iteration 8Q: 3 clusters Score -1170399 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1170640.000000 Penalty: 4820.277832
	Iteration 9Q: 3 clusters Score -1170640 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1170860.375000 Penalty: 4820.277832
	Iteration 10Q: 3 clusters Score -1170860 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1171085.250000 Penalty: 4820.277832
	Iteration 11Q: 3 clusters Score -1171085 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1171332.750000 Penalty: 4820.277832
	Iteration 12Q: 3 clusters Score -1171333 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1171585.375000 Penalty: 4820.277832
	Iteration 13Q: 3 clusters Score -1171585 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1171809.875000 Penalty: 4820.277832
	Iteration 14Q: 3 clusters Score -1171810 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1171999.125000 Penalty: 4820.277832
	Iteration 15Q: 3 clusters Score -1171999 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1172202.375000 Penalty: 4820.277832
	Iteration 16Q: 3 clusters Score -1172202 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1172408.125000 Penalty: 4820.277832
	Iteration 17Q: 3 clusters Score -1172408 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1172597.625000 Penalty: 4820.277832
	Iteration 18Q: 3 clusters Score -1172598 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1172768.375000 Penalty: 4820.277832
	Iteration 19Q: 3 clusters Score -1172768 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1172907.000000 Penalty: 4820.277832
	Iteration 20F: 3 clusters Score -1172907 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1173027.625000 Penalty: 4820.277832
	Iteration 21Q: 3 clusters Score -1173028 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1173125.500000 Penalty: 4820.277832
	Iteration 22Q: 3 clusters Score -1173126 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1173227.250000 Penalty: 4820.277832
	Iteration 23Q: 3 clusters Score -1173227 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1173309.000000 Penalty: 4820.277832
	Iteration 24Q: 3 clusters Score -1173309 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1173376.500000 Penalty: 4820.277832
	Iteration 25Q: 3 clusters Score -1173376 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1173433.000000 Penalty: 4820.277832
	Iteration 26Q: 3 clusters Score -1173433 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1173475.750000 Penalty: 4820.277832
	Iteration 27Q: 3 clusters Score -1173476 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -1173505.125000 Penalty: 4820.277832
	Iteration 28Q: 3 clusters Score -1173505 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1173541.250000 Penalty: 4820.277832
	Iteration 29Q: 3 clusters Score -1173541 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1173588.000000 Penalty: 4820.277832
	Iteration 30Q: 3 clusters Score -1173588 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1173623.625000 Penalty: 4820.277832
	Iteration 31Q: 3 clusters Score -1173624 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1173660.000000 Penalty: 4820.277832
	Iteration 32Q: 3 clusters Score -1173660 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1173693.250000 Penalty: 4820.277832
	Iteration 33Q: 3 clusters Score -1173693 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1173720.625000 Penalty: 4820.277832
	Iteration 34Q: 3 clusters Score -1173721 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1173750.375000 Penalty: 4820.277832
	Iteration 35Q: 3 clusters Score -1173750 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1173780.125000 Penalty: 4820.277832
	Iteration 36Q: 3 clusters Score -1173780 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1173806.500000 Penalty: 4820.277832
	Iteration 37Q: 3 clusters Score -1173806 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1173829.375000 Penalty: 4820.277832
	Iteration 38Q: 3 clusters Score -1173829 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1173861.500000 Penalty: 4820.277832
	Iteration 39Q: 3 clusters Score -1173862 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1173902.375000 Penalty: 4820.277832
	Iteration 40F: 3 clusters Score -1173902 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1173953.375000 Penalty: 4820.277832
	Iteration 41Q: 3 clusters Score -1173953 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1173999.000000 Penalty: 4820.277832
	Iteration 42Q: 3 clusters Score -1173999 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1174029.250000 Penalty: 4820.277832
	Iteration 43Q: 3 clusters Score -1174029 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1174050.375000 Penalty: 4820.277832
	Iteration 44Q: 3 clusters Score -1174050 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1174077.500000 Penalty: 4820.277832
	Iteration 45Q: 3 clusters Score -1174078 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1174106.250000 Penalty: 4820.277832
	Iteration 46Q: 3 clusters Score -1174106 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1174129.750000 Penalty: 4820.277832
	Iteration 47Q: 3 clusters Score -1174130 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1174151.375000 Penalty: 4820.277832
	Iteration 48Q: 3 clusters Score -1174151 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1174161.750000 Penalty: 4820.277832
	Iteration 49Q: 3 clusters Score -1174162 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1174173.625000 Penalty: 4820.277832
	Iteration 50Q: 3 clusters Score -1174174 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1174180.125000 Penalty: 4820.277832
	Iteration 51Q: 3 clusters Score -1174180 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1174183.875000 Penalty: 4820.277832
	Iteration 52Q: 3 clusters Score -1174184 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1174188.125000 Penalty: 4820.277832
	Iteration 53Q: 3 clusters Score -1174188 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1174190.125000 Penalty: 4820.277832
	Iteration 54Q: 3 clusters Score -1174190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1174194.625000 Penalty: 4820.277832
	Iteration 55Q: 3 clusters Score -1174195 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1174200.125000 Penalty: 4820.277832
	Iteration 56Q: 3 clusters Score -1174200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1174201.125000 Penalty: 4820.277832
	Iteration 57Q: 3 clusters Score -1174201 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1174203.250000 Penalty: 4820.277832
	Iteration 58Q: 3 clusters Score -1174203 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1174205.125000 Penalty: 4820.277832
	Iteration 59Q: 3 clusters Score -1174205 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1174213.250000 Penalty: 4820.277832
	Iteration 60F: 3 clusters Score -1174213 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15132 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1174212.875000 Penalty: 4820.277832
	Iteration 61Q: 3 clusters Score -1174213 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15134 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1174211.250000 Penalty: 4820.277832
	Iteration 62Q: 3 clusters Score -1174211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15139 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1174212.625000 Penalty: 4820.277832
	Iteration 63Q: 3 clusters Score -1174213 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15140 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1174210.375000 Penalty: 4820.277832
	Iteration 64Q: 3 clusters Score -1174210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1174212.000000 Penalty: 4820.277832
	Iteration 65Q: 3 clusters Score -1174212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1174212.000000 Penalty: 4820.277832
	Iteration 66F: 3 clusters Score -1174212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Entering Unmasked Estep 
Score: -706439.812500 Penalty: 2286.115967
	Iteration 0F: 2 clusters Score -706439.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -698746.375000 Penalty: 4572.231934
	Iteration 0F: 3 clusters Score -698746.4 nChanged 4313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -701097.187500 Penalty: 4572.231934
	Iteration 1F: 3 clusters Score -701097.2 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -701489.812500 Penalty: 4572.231934
	Iteration 2F: 3 clusters Score -701489.8 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -701825.812500 Penalty: 4572.231934
	Iteration 3F: 3 clusters Score -701825.8 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -702150.062500 Penalty: 4572.231934
	Iteration 4Q: 3 clusters Score -702150.1 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -702460.375000 Penalty: 4572.231934
	Iteration 5Q: 3 clusters Score -702460.4 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -702737.000000 Penalty: 4572.231934
	Iteration 6Q: 3 clusters Score -702737 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -703013.062500 Penalty: 4572.231934
	Iteration 7Q: 3 clusters Score -703013.1 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -703229.500000 Penalty: 4572.231934
	Iteration 8Q: 3 clusters Score -703229.5 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -703408.625000 Penalty: 4572.231934
	Iteration 9Q: 3 clusters Score -703408.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -703551.125000 Penalty: 4572.231934
	Iteration 10Q: 3 clusters Score -703551.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -703687.187500 Penalty: 4572.231934
	Iteration 11Q: 3 clusters Score -703687.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -703782.062500 Penalty: 4572.231934
	Iteration 12Q: 3 clusters Score -703782.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -703848.125000 Penalty: 4572.231934
	Iteration 13Q: 3 clusters Score -703848.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -703908.125000 Penalty: 4572.231934
	Iteration 14Q: 3 clusters Score -703908.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -703952.500000 Penalty: 4572.231934
	Iteration 15Q: 3 clusters Score -703952.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -703982.687500 Penalty: 4572.231934
	Iteration 16Q: 3 clusters Score -703982.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -704008.375000 Penalty: 4572.231934
	Iteration 17Q: 3 clusters Score -704008.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -704035.312500 Penalty: 4572.231934
	Iteration 18Q: 3 clusters Score -704035.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -704062.250000 Penalty: 4572.231934
	Iteration 19Q: 3 clusters Score -704062.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -704085.750000 Penalty: 4572.231934
	Iteration 20F: 3 clusters Score -704085.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -704102.500000 Penalty: 4572.231934
	Iteration 21Q: 3 clusters Score -704102.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -704119.625000 Penalty: 4572.231934
	Iteration 22Q: 3 clusters Score -704119.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -704135.437500 Penalty: 4572.231934
	Iteration 23Q: 3 clusters Score -704135.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -704147.812500 Penalty: 4572.231934
	Iteration 24Q: 3 clusters Score -704147.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -704159.437500 Penalty: 4572.231934
	Iteration 25Q: 3 clusters Score -704159.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -704172.562500 Penalty: 4572.231934
	Iteration 26Q: 3 clusters Score -704172.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -704191.562500 Penalty: 4572.231934
	Iteration 27Q: 3 clusters Score -704191.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -704222.500000 Penalty: 4572.231934
	Iteration 28Q: 3 clusters Score -704222.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -704261.750000 Penalty: 4572.231934
	Iteration 29Q: 3 clusters Score -704261.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -704313.875000 Penalty: 4572.231934
	Iteration 30Q: 3 clusters Score -704313.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -704368.375000 Penalty: 4572.231934
	Iteration 31Q: 3 clusters Score -704368.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -704432.750000 Penalty: 4572.231934
	Iteration 32Q: 3 clusters Score -704432.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -704523.125000 Penalty: 4572.231934
	Iteration 33Q: 3 clusters Score -704523.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -704647.687500 Penalty: 4572.231934
	Iteration 34Q: 3 clusters Score -704647.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -704788.500000 Penalty: 4572.231934
	Iteration 35Q: 3 clusters Score -704788.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -704923.125000 Penalty: 4572.231934
	Iteration 36Q: 3 clusters Score -704923.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -705071.875000 Penalty: 4572.231934
	Iteration 37Q: 3 clusters Score -705071.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -705200.187500 Penalty: 4572.231934
	Iteration 38Q: 3 clusters Score -705200.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -705323.187500 Penalty: 4572.231934
	Iteration 39Q: 3 clusters Score -705323.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -705520.750000 Penalty: 4572.231934
	Iteration 40F: 3 clusters Score -705520.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -705675.312500 Penalty: 4572.231934
	Iteration 41Q: 3 clusters Score -705675.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -705774.687500 Penalty: 4572.231934
	Iteration 42Q: 3 clusters Score -705774.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -705820.875000 Penalty: 4572.231934
	Iteration 43Q: 3 clusters Score -705820.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -705846.937500 Penalty: 4572.231934
	Iteration 44Q: 3 clusters Score -705846.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -705863.000000 Penalty: 4572.231934
	Iteration 45Q: 3 clusters Score -705863 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -705869.750000 Penalty: 4572.231934
	Iteration 46Q: 3 clusters Score -705869.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -705877.875000 Penalty: 4572.231934
	Iteration 47Q: 3 clusters Score -705877.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -705885.437500 Penalty: 4572.231934
	Iteration 48Q: 3 clusters Score -705885.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -705885.687500 Penalty: 4572.231934
	Iteration 49Q: 3 clusters Score -705885.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -705885.937500 Penalty: 4572.231934
	Iteration 50Q: 3 clusters Score -705885.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -705887.000000 Penalty: 4572.231934
	Iteration 51Q: 3 clusters Score -705887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -705887.500000 Penalty: 4572.231934
	Iteration 52Q: 3 clusters Score -705887.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -705888.687500 Penalty: 4572.231934
	Iteration 53Q: 3 clusters Score -705888.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -705887.562500 Penalty: 4572.231934
	Iteration 54Q: 3 clusters Score -705887.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -705888.000000 Penalty: 4572.231934
	Iteration 55Q: 3 clusters Score -705888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -705888.250000 Penalty: 4572.231934
	Iteration 56Q: 3 clusters Score -705888.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -705889.000000 Penalty: 4572.231934
	Iteration 57Q: 3 clusters Score -705889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -705889.812500 Penalty: 4572.231934
	Iteration 58Q: 3 clusters Score -705889.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -705889.812500 Penalty: 4572.231934
	Iteration 59F: 3 clusters Score -705889.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Entering Unmasked Estep 
Score: -691020.750000 Penalty: 2251.416748
	Iteration 0F: 2 clusters Score -691020.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -684136.125000 Penalty: 4502.833496
	Iteration 0F: 3 clusters Score -684136.1 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -686105.000000 Penalty: 4502.833496
	Iteration 1F: 3 clusters Score -686105 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -686367.875000 Penalty: 4502.833496
	Iteration 2F: 3 clusters Score -686367.9 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -686572.625000 Penalty: 4502.833496
	Iteration 3Q: 3 clusters Score -686572.6 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -686757.312500 Penalty: 4502.833496
	Iteration 4Q: 3 clusters Score -686757.3 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -686920.312500 Penalty: 4502.833496
	Iteration 5Q: 3 clusters Score -686920.3 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -687091.437500 Penalty: 4502.833496
	Iteration 6Q: 3 clusters Score -687091.4 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -687287.375000 Penalty: 4502.833496
	Iteration 7Q: 3 clusters Score -687287.4 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -687510.187500 Penalty: 4502.833496
	Iteration 8Q: 3 clusters Score -687510.2 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -687765.687500 Penalty: 4502.833496
	Iteration 9Q: 3 clusters Score -687765.7 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -688043.375000 Penalty: 4502.833496
	Iteration 10Q: 3 clusters Score -688043.4 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -688288.250000 Penalty: 4502.833496
	Iteration 11Q: 3 clusters Score -688288.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -688484.250000 Penalty: 4502.833496
	Iteration 12Q: 3 clusters Score -688484.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -688637.125000 Penalty: 4502.833496
	Iteration 13Q: 3 clusters Score -688637.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -688770.937500 Penalty: 4502.833496
	Iteration 14Q: 3 clusters Score -688770.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -688875.125000 Penalty: 4502.833496
	Iteration 15Q: 3 clusters Score -688875.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -688940.125000 Penalty: 4502.833496
	Iteration 16Q: 3 clusters Score -688940.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -688985.250000 Penalty: 4502.833496
	Iteration 17Q: 3 clusters Score -688985.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -689021.687500 Penalty: 4502.833496
	Iteration 18Q: 3 clusters Score -689021.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -689049.375000 Penalty: 4502.833496
	Iteration 19Q: 3 clusters Score -689049.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -689083.812500 Penalty: 4502.833496
	Iteration 20F: 3 clusters Score -689083.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -689108.000000 Penalty: 4502.833496
	Iteration 21Q: 3 clusters Score -689108 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -689124.187500 Penalty: 4502.833496
	Iteration 22Q: 3 clusters Score -689124.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -689133.937500 Penalty: 4502.833496
	Iteration 23Q: 3 clusters Score -689133.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -689144.187500 Penalty: 4502.833496
	Iteration 24Q: 3 clusters Score -689144.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -689152.312500 Penalty: 4502.833496
	Iteration 25Q: 3 clusters Score -689152.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -689156.375000 Penalty: 4502.833496
	Iteration 26Q: 3 clusters Score -689156.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -689160.312500 Penalty: 4502.833496
	Iteration 27Q: 3 clusters Score -689160.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -689164.000000 Penalty: 4502.833496
	Iteration 28Q: 3 clusters Score -689164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -689164.500000 Penalty: 4502.833496
	Iteration 29Q: 3 clusters Score -689164.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -689166.250000 Penalty: 4502.833496
	Iteration 30Q: 3 clusters Score -689166.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -689169.437500 Penalty: 4502.833496
	Iteration 31Q: 3 clusters Score -689169.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -689168.750000 Penalty: 4502.833496
	Iteration 32Q: 3 clusters Score -689168.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -689169.687500 Penalty: 4502.833496
	Iteration 33Q: 3 clusters Score -689169.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -689169.687500 Penalty: 4502.833496
	Iteration 34F: 3 clusters Score -689169.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -421176.781250 Penalty: 2129.274902
	Iteration 0F: 2 clusters Score -421176.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -416384.375000 Penalty: 4258.549805
	Iteration 0F: 3 clusters Score -416384.4 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -417504.031250 Penalty: 4258.549805
	Iteration 1F: 3 clusters Score -417504 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -417758.187500 Penalty: 4258.549805
	Iteration 2F: 3 clusters Score -417758.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -417916.781250 Penalty: 4258.549805
	Iteration 3F: 3 clusters Score -417916.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -418032.062500 Penalty: 4258.549805
	Iteration 4Q: 3 clusters Score -418032.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -418110.156250 Penalty: 4258.549805
	Iteration 5Q: 3 clusters Score -418110.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -418161.812500 Penalty: 4258.549805
	Iteration 6Q: 3 clusters Score -418161.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -418210.031250 Penalty: 4258.549805
	Iteration 7Q: 3 clusters Score -418210 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -418251.687500 Penalty: 4258.549805
	Iteration 8Q: 3 clusters Score -418251.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -418295.406250 Penalty: 4258.549805
	Iteration 9Q: 3 clusters Score -418295.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -418334.187500 Penalty: 4258.549805
	Iteration 10Q: 3 clusters Score -418334.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -418370.187500 Penalty: 4258.549805
	Iteration 11Q: 3 clusters Score -418370.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -418408.437500 Penalty: 4258.549805
	Iteration 12Q: 3 clusters Score -418408.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -418441.156250 Penalty: 4258.549805
	Iteration 13Q: 3 clusters Score -418441.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -418480.906250 Penalty: 4258.549805
	Iteration 14Q: 3 clusters Score -418480.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -418523.312500 Penalty: 4258.549805
	Iteration 15Q: 3 clusters Score -418523.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -418560.218750 Penalty: 4258.549805
	Iteration 16Q: 3 clusters Score -418560.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -418596.343750 Penalty: 4258.549805
	Iteration 17Q: 3 clusters Score -418596.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -418639.656250 Penalty: 4258.549805
	Iteration 18Q: 3 clusters Score -418639.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -418673.500000 Penalty: 4258.549805
	Iteration 19Q: 3 clusters Score -418673.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -418712.718750 Penalty: 4258.549805
	Iteration 20F: 3 clusters Score -418712.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -418759.718750 Penalty: 4258.549805
	Iteration 21Q: 3 clusters Score -418759.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -418803.062500 Penalty: 4258.549805
	Iteration 22Q: 3 clusters Score -418803.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -418868.687500 Penalty: 4258.549805
	Iteration 23Q: 3 clusters Score -418868.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -418935.750000 Penalty: 4258.549805
	Iteration 24Q: 3 clusters Score -418935.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -418991.656250 Penalty: 4258.549805
	Iteration 25Q: 3 clusters Score -418991.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -419025.187500 Penalty: 4258.549805
	Iteration 26Q: 3 clusters Score -419025.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -419055.718750 Penalty: 4258.549805
	Iteration 27Q: 3 clusters Score -419055.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -419091.218750 Penalty: 4258.549805
	Iteration 28Q: 3 clusters Score -419091.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -419130.406250 Penalty: 4258.549805
	Iteration 29Q: 3 clusters Score -419130.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -419167.250000 Penalty: 4258.549805
	Iteration 30Q: 3 clusters Score -419167.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -419189.218750 Penalty: 4258.549805
	Iteration 31Q: 3 clusters Score -419189.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -419201.718750 Penalty: 4258.549805
	Iteration 32Q: 3 clusters Score -419201.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -419210.343750 Penalty: 4258.549805
	Iteration 33Q: 3 clusters Score -419210.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -419214.093750 Penalty: 4258.549805
	Iteration 34Q: 3 clusters Score -419214.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -419220.562500 Penalty: 4258.549805
	Iteration 35Q: 3 clusters Score -419220.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -419225.843750 Penalty: 4258.549805
	Iteration 36Q: 3 clusters Score -419225.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -419231.562500 Penalty: 4258.549805
	Iteration 37Q: 3 clusters Score -419231.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -419234.406250 Penalty: 4258.549805
	Iteration 38Q: 3 clusters Score -419234.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -419237.250000 Penalty: 4258.549805
	Iteration 39Q: 3 clusters Score -419237.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -419240.093750 Penalty: 4258.549805
	Iteration 40F: 3 clusters Score -419240.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -419241.843750 Penalty: 4258.549805
	Iteration 41Q: 3 clusters Score -419241.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -419242.593750 Penalty: 4258.549805
	Iteration 42Q: 3 clusters Score -419242.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -419243.812500 Penalty: 4258.549805
	Iteration 43Q: 3 clusters Score -419243.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -419243.812500 Penalty: 4258.549805
	Iteration 44F: 3 clusters Score -419243.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (29815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29815 members 
Entering Unmasked Estep 
Score: -2295184.500000 Penalty: 2555.086182
	Iteration 0F: 2 clusters Score -2295184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
Score: -2274727.000000 Penalty: 5110.172363
	Iteration 0F: 3 clusters Score -2274727 nChanged 13465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -2281998.250000 Penalty: 5110.172363
	Iteration 1F: 3 clusters Score -2281998 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
Score: -2282722.000000 Penalty: 5110.172363
	Iteration 2F: 3 clusters Score -2282722 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 17105 members 
Entering Unmasked Estep 
Score: -2283700.000000 Penalty: 5110.172363
	Iteration 3F: 3 clusters Score -2283700 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 18117 members 
Entering Unmasked Estep 
Score: -2285061.000000 Penalty: 5110.172363
	Iteration 4F: 3 clusters Score -2285061 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 19321 members 
Entering Unmasked Estep 
Score: -2286529.250000 Penalty: 5110.172363
	Iteration 5F: 3 clusters Score -2286529 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 20618 members 
Entering Unmasked Estep 
Score: -2288001.750000 Penalty: 5110.172363
	Iteration 6F: 3 clusters Score -2288002 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 21971 members 
Entering Unmasked Estep 
Score: -2289491.250000 Penalty: 5110.172363
	Iteration 7F: 3 clusters Score -2289491 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 23214 members 
Entering Unmasked Estep 
Score: -2290765.250000 Penalty: 5110.172363
	Iteration 8F: 3 clusters Score -2290765 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 24175 members 
Entering Unmasked Estep 
Score: -2291760.750000 Penalty: 5110.172363
	Iteration 9Q: 3 clusters Score -2291761 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 24913 members 
Entering Unmasked Estep 
Score: -2292445.750000 Penalty: 5110.172363
	Iteration 10Q: 3 clusters Score -2292446 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 25508 members 
Entering Unmasked Estep 
Score: -2292932.750000 Penalty: 5110.172363
	Iteration 11Q: 3 clusters Score -2292933 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 25947 members 
Entering Unmasked Estep 
Score: -2293259.500000 Penalty: 5110.172363
	Iteration 12Q: 3 clusters Score -2293260 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 26303 members 
Entering Unmasked Estep 
Score: -2293461.000000 Penalty: 5110.172363
	Iteration 13Q: 3 clusters Score -2293461 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 26571 members 
Entering Unmasked Estep 
Score: -2293605.000000 Penalty: 5110.172363
	Iteration 14Q: 3 clusters Score -2293605 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 26784 members 
Entering Unmasked Estep 
Score: -2293713.250000 Penalty: 5110.172363
	Iteration 15Q: 3 clusters Score -2293713 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 26957 members 
Entering Unmasked Estep 
Score: -2293791.500000 Penalty: 5110.172363
	Iteration 16Q: 3 clusters Score -2293792 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 27107 members 
Entering Unmasked Estep 
Score: -2293862.250000 Penalty: 5110.172363
	Iteration 17Q: 3 clusters Score -2293862 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 27237 members 
Entering Unmasked Estep 
Score: -2293914.000000 Penalty: 5110.172363
	Iteration 18Q: 3 clusters Score -2293914 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 27328 members 
Entering Unmasked Estep 
Score: -2293965.000000 Penalty: 5110.172363
	Iteration 19Q: 3 clusters Score -2293965 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 27407 members 
Entering Unmasked Estep 
Score: -2294003.500000 Penalty: 5110.172363
	Iteration 20F: 3 clusters Score -2294004 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 27490 members 
Entering Unmasked Estep 
Score: -2294040.500000 Penalty: 5110.172363
	Iteration 21Q: 3 clusters Score -2294040 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 27565 members 
Entering Unmasked Estep 
Score: -2294062.000000 Penalty: 5110.172363
	Iteration 22Q: 3 clusters Score -2294062 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 27620 members 
Entering Unmasked Estep 
Score: -2294084.500000 Penalty: 5110.172363
	Iteration 23Q: 3 clusters Score -2294084 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 27675 members 
Entering Unmasked Estep 
Score: -2294097.250000 Penalty: 5110.172363
	Iteration 24Q: 3 clusters Score -2294097 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 27720 members 
Entering Unmasked Estep 
Score: -2294108.000000 Penalty: 5110.172363
	Iteration 25Q: 3 clusters Score -2294108 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 27761 members 
Entering Unmasked Estep 
Score: -2294117.250000 Penalty: 5110.172363
	Iteration 26Q: 3 clusters Score -2294117 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 27791 members 
Entering Unmasked Estep 
Score: -2294124.000000 Penalty: 5110.172363
	Iteration 27Q: 3 clusters Score -2294124 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 27814 members 
Entering Unmasked Estep 
Score: -2294133.000000 Penalty: 5110.172363
	Iteration 28Q: 3 clusters Score -2294133 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 27833 members 
Entering Unmasked Estep 
Score: -2294135.250000 Penalty: 5110.172363
	Iteration 29Q: 3 clusters Score -2294135 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 27847 members 
Entering Unmasked Estep 
Score: -2294140.000000 Penalty: 5110.172363
	Iteration 30Q: 3 clusters Score -2294140 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 27857 members 
Entering Unmasked Estep 
Score: -2294141.750000 Penalty: 5110.172363
	Iteration 31Q: 3 clusters Score -2294142 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 27872 members 
Entering Unmasked Estep 
Score: -2294142.500000 Penalty: 5110.172363
	Iteration 32Q: 3 clusters Score -2294142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 27882 members 
Entering Unmasked Estep 
Score: -2294144.000000 Penalty: 5110.172363
	Iteration 33Q: 3 clusters Score -2294144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 27887 members 
Entering Unmasked Estep 
Score: -2294151.500000 Penalty: 5110.172363
	Iteration 34Q: 3 clusters Score -2294152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 27892 members 
Entering Unmasked Estep 
Score: -2294146.500000 Penalty: 5110.172363
	Iteration 35Q: 3 clusters Score -2294146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 27894 members 
Entering Unmasked Estep 
Score: -2294150.500000 Penalty: 5110.172363
	Iteration 36Q: 3 clusters Score -2294150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 27894 members 
Entering Unmasked Estep 
Score: -2294150.500000 Penalty: 5110.172363
	Iteration 37F: 3 clusters Score -2294150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (24933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24933 members 
Entering Unmasked Estep 
Score: -1961947.125000 Penalty: 2510.738770
	Iteration 0F: 2 clusters Score -1961947 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -1944643.875000 Penalty: 5021.477539
	Iteration 0F: 3 clusters Score -1944644 nChanged 11189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -1950688.500000 Penalty: 5021.477539
	Iteration 1F: 3 clusters Score -1950688 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -1951441.750000 Penalty: 5021.477539
	Iteration 2F: 3 clusters Score -1951442 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -1952141.375000 Penalty: 5021.477539
	Iteration 3F: 3 clusters Score -1952141 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -1952795.875000 Penalty: 5021.477539
	Iteration 4F: 3 clusters Score -1952796 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -1953364.875000 Penalty: 5021.477539
	Iteration 5F: 3 clusters Score -1953365 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -1953876.000000 Penalty: 5021.477539
	Iteration 6Q: 3 clusters Score -1953876 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -1954411.000000 Penalty: 5021.477539
	Iteration 7Q: 3 clusters Score -1954411 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -1954959.125000 Penalty: 5021.477539
	Iteration 8Q: 3 clusters Score -1954959 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -1955508.375000 Penalty: 5021.477539
	Iteration 9Q: 3 clusters Score -1955508 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -1956098.875000 Penalty: 5021.477539
	Iteration 10Q: 3 clusters Score -1956099 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 15912 members 
Entering Unmasked Estep 
Score: -1956710.500000 Penalty: 5021.477539
	Iteration 11Q: 3 clusters Score -1956710 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 16620 members 
Entering Unmasked Estep 
Score: -1957327.125000 Penalty: 5021.477539
	Iteration 12Q: 3 clusters Score -1957327 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
Score: -1957844.875000 Penalty: 5021.477539
	Iteration 13Q: 3 clusters Score -1957845 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 17903 members 
Entering Unmasked Estep 
Score: -1958261.500000 Penalty: 5021.477539
	Iteration 14Q: 3 clusters Score -1958262 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 18464 members 
Entering Unmasked Estep 
Score: -1958599.125000 Penalty: 5021.477539
	Iteration 15Q: 3 clusters Score -1958599 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 19009 members 
Entering Unmasked Estep 
Score: -1958916.500000 Penalty: 5021.477539
	Iteration 16Q: 3 clusters Score -1958916 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 19518 members 
Entering Unmasked Estep 
Score: -1959212.250000 Penalty: 5021.477539
	Iteration 17Q: 3 clusters Score -1959212 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 20031 members 
Entering Unmasked Estep 
Score: -1959544.375000 Penalty: 5021.477539
	Iteration 18Q: 3 clusters Score -1959544 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 20473 members 
Entering Unmasked Estep 
Score: -1959800.625000 Penalty: 5021.477539
	Iteration 19Q: 3 clusters Score -1959801 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 20856 members 
Entering Unmasked Estep 
Score: -1960014.375000 Penalty: 5021.477539
	Iteration 20F: 3 clusters Score -1960014 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 21185 members 
Entering Unmasked Estep 
Score: -1960190.375000 Penalty: 5021.477539
	Iteration 21Q: 3 clusters Score -1960190 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 21519 members 
Entering Unmasked Estep 
Score: -1960379.250000 Penalty: 5021.477539
	Iteration 22Q: 3 clusters Score -1960379 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 21780 members 
Entering Unmasked Estep 
Score: -1960512.250000 Penalty: 5021.477539
	Iteration 23Q: 3 clusters Score -1960512 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 22021 members 
Entering Unmasked Estep 
Score: -1960629.250000 Penalty: 5021.477539
	Iteration 24Q: 3 clusters Score -1960629 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 22233 members 
Entering Unmasked Estep 
Score: -1960736.625000 Penalty: 5021.477539
	Iteration 25Q: 3 clusters Score -1960737 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 22420 members 
Entering Unmasked Estep 
Score: -1960818.500000 Penalty: 5021.477539
	Iteration 26Q: 3 clusters Score -1960818 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 22569 members 
Entering Unmasked Estep 
Score: -1960896.750000 Penalty: 5021.477539
	Iteration 27Q: 3 clusters Score -1960897 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 22705 members 
Entering Unmasked Estep 
Score: -1960951.750000 Penalty: 5021.477539
	Iteration 28Q: 3 clusters Score -1960952 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 22815 members 
Entering Unmasked Estep 
Score: -1961001.625000 Penalty: 5021.477539
	Iteration 29Q: 3 clusters Score -1961002 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 22927 members 
Entering Unmasked Estep 
Score: -1961060.875000 Penalty: 5021.477539
	Iteration 30Q: 3 clusters Score -1961061 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 23024 members 
Entering Unmasked Estep 
Score: -1961101.625000 Penalty: 5021.477539
	Iteration 31Q: 3 clusters Score -1961102 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 23102 members 
Entering Unmasked Estep 
Score: -1961140.875000 Penalty: 5021.477539
	Iteration 32Q: 3 clusters Score -1961141 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 23182 members 
Entering Unmasked Estep 
Score: -1961181.500000 Penalty: 5021.477539
	Iteration 33Q: 3 clusters Score -1961182 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 23258 members 
Entering Unmasked Estep 
Score: -1961218.625000 Penalty: 5021.477539
	Iteration 34Q: 3 clusters Score -1961219 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 23326 members 
Entering Unmasked Estep 
Score: -1961262.250000 Penalty: 5021.477539
	Iteration 35Q: 3 clusters Score -1961262 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 23395 members 
Entering Unmasked Estep 
Score: -1961321.625000 Penalty: 5021.477539
	Iteration 36Q: 3 clusters Score -1961322 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 23459 members 
Entering Unmasked Estep 
Score: -1961417.500000 Penalty: 5021.477539
	Iteration 37Q: 3 clusters Score -1961418 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 23515 members 
Entering Unmasked Estep 
Score: -1961487.875000 Penalty: 5021.477539
	Iteration 38Q: 3 clusters Score -1961488 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 23563 members 
Entering Unmasked Estep 
Score: -1961541.125000 Penalty: 5021.477539
	Iteration 39Q: 3 clusters Score -1961541 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 23594 members 
Entering Unmasked Estep 
Score: -1961573.500000 Penalty: 5021.477539
	Iteration 40F: 3 clusters Score -1961574 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 23628 members 
Entering Unmasked Estep 
Score: -1961593.875000 Penalty: 5021.477539
	Iteration 41Q: 3 clusters Score -1961594 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 23645 members 
Entering Unmasked Estep 
Score: -1961600.750000 Penalty: 5021.477539
	Iteration 42Q: 3 clusters Score -1961601 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 23654 members 
Entering Unmasked Estep 
Score: -1961608.125000 Penalty: 5021.477539
	Iteration 43Q: 3 clusters Score -1961608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 23662 members 
Entering Unmasked Estep 
Score: -1961615.000000 Penalty: 5021.477539
	Iteration 44Q: 3 clusters Score -1961615 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 23670 members 
Entering Unmasked Estep 
Score: -1961614.000000 Penalty: 5021.477539
	Iteration 45Q: 3 clusters Score -1961614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 23675 members 
Entering Unmasked Estep 
Score: -1961617.750000 Penalty: 5021.477539
	Iteration 46Q: 3 clusters Score -1961618 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 23684 members 
Entering Unmasked Estep 
Score: -1961619.000000 Penalty: 5021.477539
	Iteration 47Q: 3 clusters Score -1961619 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 23689 members 
Entering Unmasked Estep 
Score: -1961621.125000 Penalty: 5021.477539
	Iteration 48Q: 3 clusters Score -1961621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 23693 members 
Entering Unmasked Estep 
Score: -1961626.625000 Penalty: 5021.477539
	Iteration 49Q: 3 clusters Score -1961627 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 23697 members 
Entering Unmasked Estep 
Score: -1961628.000000 Penalty: 5021.477539
	Iteration 50Q: 3 clusters Score -1961628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 23698 members 
Entering Unmasked Estep 
Score: -1961624.250000 Penalty: 5021.477539
	Iteration 51Q: 3 clusters Score -1961624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 23698 members 
Entering Unmasked Estep 
Score: -1961624.250000 Penalty: 5021.477539
	Iteration 52F: 3 clusters Score -1961624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (18640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18640 members 
Entering Unmasked Estep 
Score: -1532718.375000 Penalty: 2438.600098
	Iteration 0F: 2 clusters Score -1532718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1519444.000000 Penalty: 4877.200195
	Iteration 0F: 3 clusters Score -1519444 nChanged 8195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -1523792.750000 Penalty: 4877.200195
	Iteration 1F: 3 clusters Score -1523793 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -1524297.000000 Penalty: 4877.200195
	Iteration 2F: 3 clusters Score -1524297 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -1524829.125000 Penalty: 4877.200195
	Iteration 3F: 3 clusters Score -1524829 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -1525484.125000 Penalty: 4877.200195
	Iteration 4F: 3 clusters Score -1525484 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -1526236.625000 Penalty: 4877.200195
	Iteration 5F: 3 clusters Score -1526237 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -1527181.500000 Penalty: 4877.200195
	Iteration 6F: 3 clusters Score -1527182 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -1528294.250000 Penalty: 4877.200195
	Iteration 7F: 3 clusters Score -1528294 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -1529259.500000 Penalty: 4877.200195
	Iteration 8F: 3 clusters Score -1529260 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 14659 members 
Entering Unmasked Estep 
Score: -1529943.750000 Penalty: 4877.200195
	Iteration 9Q: 3 clusters Score -1529944 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -1530352.125000 Penalty: 4877.200195
	Iteration 10Q: 3 clusters Score -1530352 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -1530593.125000 Penalty: 4877.200195
	Iteration 11Q: 3 clusters Score -1530593 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -1530772.125000 Penalty: 4877.200195
	Iteration 12Q: 3 clusters Score -1530772 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 15963 members 
Entering Unmasked Estep 
Score: -1530884.125000 Penalty: 4877.200195
	Iteration 13Q: 3 clusters Score -1530884 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -1530946.875000 Penalty: 4877.200195
	Iteration 14Q: 3 clusters Score -1530947 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -1530990.625000 Penalty: 4877.200195
	Iteration 15Q: 3 clusters Score -1530991 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 16320 members 
Entering Unmasked Estep 
Score: -1531024.750000 Penalty: 4877.200195
	Iteration 16Q: 3 clusters Score -1531025 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -1531052.125000 Penalty: 4877.200195
	Iteration 17Q: 3 clusters Score -1531052 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -1531085.500000 Penalty: 4877.200195
	Iteration 18Q: 3 clusters Score -1531086 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -1531109.250000 Penalty: 4877.200195
	Iteration 19Q: 3 clusters Score -1531109 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 16603 members 
Entering Unmasked Estep 
Score: -1531124.750000 Penalty: 4877.200195
	Iteration 20F: 3 clusters Score -1531125 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 16656 members 
Entering Unmasked Estep 
Score: -1531139.750000 Penalty: 4877.200195
	Iteration 21Q: 3 clusters Score -1531140 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 16709 members 
Entering Unmasked Estep 
Score: -1531151.500000 Penalty: 4877.200195
	Iteration 22Q: 3 clusters Score -1531152 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 16775 members 
Entering Unmasked Estep 
Score: -1531178.875000 Penalty: 4877.200195
	Iteration 23Q: 3 clusters Score -1531179 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -1531209.250000 Penalty: 4877.200195
	Iteration 24Q: 3 clusters Score -1531209 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -1531231.125000 Penalty: 4877.200195
	Iteration 25Q: 3 clusters Score -1531231 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 16945 members 
Entering Unmasked Estep 
Score: -1531243.125000 Penalty: 4877.200195
	Iteration 26Q: 3 clusters Score -1531243 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 16984 members 
Entering Unmasked Estep 
Score: -1531260.375000 Penalty: 4877.200195
	Iteration 27Q: 3 clusters Score -1531260 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 17030 members 
Entering Unmasked Estep 
Score: -1531275.750000 Penalty: 4877.200195
	Iteration 28Q: 3 clusters Score -1531276 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 17074 members 
Entering Unmasked Estep 
Score: -1531287.500000 Penalty: 4877.200195
	Iteration 29Q: 3 clusters Score -1531288 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 17119 members 
Entering Unmasked Estep 
Score: -1531306.375000 Penalty: 4877.200195
	Iteration 30Q: 3 clusters Score -1531306 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 17168 members 
Entering Unmasked Estep 
Score: -1531326.750000 Penalty: 4877.200195
	Iteration 31Q: 3 clusters Score -1531327 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 17196 members 
Entering Unmasked Estep 
Score: -1531332.625000 Penalty: 4877.200195
	Iteration 32Q: 3 clusters Score -1531333 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 17219 members 
Entering Unmasked Estep 
Score: -1531343.500000 Penalty: 4877.200195
	Iteration 33Q: 3 clusters Score -1531344 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 17239 members 
Entering Unmasked Estep 
Score: -1531345.000000 Penalty: 4877.200195
	Iteration 34Q: 3 clusters Score -1531345 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -1531348.000000 Penalty: 4877.200195
	Iteration 35Q: 3 clusters Score -1531348 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 17267 members 
Entering Unmasked Estep 
Score: -1531353.750000 Penalty: 4877.200195
	Iteration 36Q: 3 clusters Score -1531354 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 17280 members 
Entering Unmasked Estep 
Score: -1531358.000000 Penalty: 4877.200195
	Iteration 37Q: 3 clusters Score -1531358 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 17291 members 
Entering Unmasked Estep 
Score: -1531361.875000 Penalty: 4877.200195
	Iteration 38Q: 3 clusters Score -1531362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 17298 members 
Entering Unmasked Estep 
Score: -1531362.125000 Penalty: 4877.200195
	Iteration 39Q: 3 clusters Score -1531362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 17302 members 
Entering Unmasked Estep 
Score: -1531361.500000 Penalty: 4877.200195
	Iteration 40F: 3 clusters Score -1531362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 17305 members 
Entering Unmasked Estep 
Score: -1531362.500000 Penalty: 4877.200195
	Iteration 41Q: 3 clusters Score -1531362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 17308 members 
Entering Unmasked Estep 
Score: -1531362.875000 Penalty: 4877.200195
	Iteration 42Q: 3 clusters Score -1531363 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 17313 members 
Entering Unmasked Estep 
Score: -1531365.500000 Penalty: 4877.200195
	Iteration 43Q: 3 clusters Score -1531366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 17320 members 
Entering Unmasked Estep 
Score: -1531365.875000 Penalty: 4877.200195
	Iteration 44Q: 3 clusters Score -1531366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 17327 members 
Entering Unmasked Estep 
Score: -1531366.750000 Penalty: 4877.200195
	Iteration 45Q: 3 clusters Score -1531367 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 17334 members 
Entering Unmasked Estep 
Score: -1531370.000000 Penalty: 4877.200195
	Iteration 46Q: 3 clusters Score -1531370 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 17343 members 
Entering Unmasked Estep 
Score: -1531372.750000 Penalty: 4877.200195
	Iteration 47Q: 3 clusters Score -1531373 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 17351 members 
Entering Unmasked Estep 
Score: -1531373.375000 Penalty: 4877.200195
	Iteration 48Q: 3 clusters Score -1531373 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 17360 members 
Entering Unmasked Estep 
Score: -1531375.250000 Penalty: 4877.200195
	Iteration 49Q: 3 clusters Score -1531375 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 17363 members 
Entering Unmasked Estep 
Score: -1531376.625000 Penalty: 4877.200195
	Iteration 50Q: 3 clusters Score -1531377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 17364 members 
Entering Unmasked Estep 
Score: -1531378.500000 Penalty: 4877.200195
	Iteration 51Q: 3 clusters Score -1531378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 17369 members 
Entering Unmasked Estep 
Score: -1531381.000000 Penalty: 4877.200195
	Iteration 52Q: 3 clusters Score -1531381 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 17377 members 
Entering Unmasked Estep 
Score: -1531380.750000 Penalty: 4877.200195
	Iteration 53Q: 3 clusters Score -1531381 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 17383 members 
Entering Unmasked Estep 
Score: -1531389.375000 Penalty: 4877.200195
	Iteration 54Q: 3 clusters Score -1531389 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
Score: -1531388.375000 Penalty: 4877.200195
	Iteration 55Q: 3 clusters Score -1531388 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 17396 members 
Entering Unmasked Estep 
Score: -1531394.000000 Penalty: 4877.200195
	Iteration 56Q: 3 clusters Score -1531394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 17403 members 
Entering Unmasked Estep 
Score: -1531395.500000 Penalty: 4877.200195
	Iteration 57Q: 3 clusters Score -1531396 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 17410 members 
Entering Unmasked Estep 
Score: -1531393.875000 Penalty: 4877.200195
	Iteration 58Q: 3 clusters Score -1531394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 17417 members 
Entering Unmasked Estep 
Score: -1531402.000000 Penalty: 4877.200195
	Iteration 59Q: 3 clusters Score -1531402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 17425 members 
Entering Unmasked Estep 
Score: -1531404.875000 Penalty: 4877.200195
	Iteration 60F: 3 clusters Score -1531405 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 17432 members 
Entering Unmasked Estep 
Score: -1531405.000000 Penalty: 4877.200195
	Iteration 61Q: 3 clusters Score -1531405 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 17440 members 
Entering Unmasked Estep 
Score: -1531406.000000 Penalty: 4877.200195
	Iteration 62Q: 3 clusters Score -1531406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 17446 members 
Entering Unmasked Estep 
Score: -1531406.875000 Penalty: 4877.200195
	Iteration 63Q: 3 clusters Score -1531407 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
Score: -1531405.625000 Penalty: 4877.200195
	Iteration 64Q: 3 clusters Score -1531406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 17457 members 
Entering Unmasked Estep 
Score: -1531411.750000 Penalty: 4877.200195
	Iteration 65Q: 3 clusters Score -1531412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 17461 members 
Entering Unmasked Estep 
Score: -1531411.125000 Penalty: 4877.200195
	Iteration 66Q: 3 clusters Score -1531411 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 17465 members 
Entering Unmasked Estep 
Score: -1531415.250000 Penalty: 4877.200195
	Iteration 67Q: 3 clusters Score -1531415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 17467 members 
Entering Unmasked Estep 
Score: -1531417.000000 Penalty: 4877.200195
	Iteration 68Q: 3 clusters Score -1531417 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 17468 members 
Entering Unmasked Estep 
Score: -1531417.750000 Penalty: 4877.200195
	Iteration 69Q: 3 clusters Score -1531418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 17468 members 
Entering Unmasked Estep 
Score: -1531417.750000 Penalty: 4877.200195
	Iteration 70F: 3 clusters Score -1531418 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (178726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178726 members 
Entering Unmasked Estep 
Score: -14215365.000000 Penalty: 2999.215088
	Iteration 0F: 2 clusters Score -1.421536e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89324 members 
Mstep: Class 2 contains 89402 members 
Entering Unmasked Estep 
Score: -14095709.000000 Penalty: 5998.430176
	Iteration 0F: 3 clusters Score -1.409571e+07 nChanged 85521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90785 members 
Mstep: Class 2 contains 87941 members 
Entering Unmasked Estep 
Score: -14145830.000000 Penalty: 5998.430176
	Iteration 1F: 3 clusters Score -1.414583e+07 nChanged 5616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91871 members 
Mstep: Class 2 contains 86855 members 
Entering Unmasked Estep 
Score: -14147347.000000 Penalty: 5998.430176
	Iteration 2Q: 3 clusters Score -1.414735e+07 nChanged 6208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93603 members 
Mstep: Class 2 contains 85123 members 
Entering Unmasked Estep 
Score: -14149228.000000 Penalty: 5998.430176
	Iteration 3Q: 3 clusters Score -1.414923e+07 nChanged 6920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96041 members 
Mstep: Class 2 contains 82685 members 
Entering Unmasked Estep 
Score: -14151597.000000 Penalty: 5998.430176
	Iteration 4Q: 3 clusters Score -1.41516e+07 nChanged 7664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99177 members 
Mstep: Class 2 contains 79549 members 
Entering Unmasked Estep 
Score: -14154752.000000 Penalty: 5998.430176
	Iteration 5Q: 3 clusters Score -1.415475e+07 nChanged 8443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103242 members 
Mstep: Class 2 contains 75484 members 
Entering Unmasked Estep 
Score: -14158195.000000 Penalty: 5998.430176
	Iteration 6Q: 3 clusters Score -1.41582e+07 nChanged 9009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108187 members 
Mstep: Class 2 contains 70539 members 
Entering Unmasked Estep 
Score: -14162250.000000 Penalty: 5998.430176
	Iteration 7F: 3 clusters Score -1.416225e+07 nChanged 9275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114072 members 
Mstep: Class 2 contains 64654 members 
Entering Unmasked Estep 
Score: -14166573.000000 Penalty: 5998.430176
	Iteration 8F: 3 clusters Score -1.416657e+07 nChanged 9124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120796 members 
Mstep: Class 2 contains 57930 members 
Entering Unmasked Estep 
Score: -14171389.000000 Penalty: 5998.430176
	Iteration 9F: 3 clusters Score -1.417139e+07 nChanged 8780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128250 members 
Mstep: Class 2 contains 50476 members 
Entering Unmasked Estep 
Score: -14176159.000000 Penalty: 5998.430176
	Iteration 10Q: 3 clusters Score -1.417616e+07 nChanged 8732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136456 members 
Mstep: Class 2 contains 42270 members 
Entering Unmasked Estep 
Score: -14181298.000000 Penalty: 5998.430176
	Iteration 11Q: 3 clusters Score -1.41813e+07 nChanged 8998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145372 members 
Mstep: Class 2 contains 33354 members 
Entering Unmasked Estep 
Score: -14187224.000000 Penalty: 5998.430176
	Iteration 12F: 3 clusters Score -1.418722e+07 nChanged 9250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154610 members 
Mstep: Class 2 contains 24116 members 
Entering Unmasked Estep 
Score: -14193932.000000 Penalty: 5998.430176
	Iteration 13F: 3 clusters Score -1.419393e+07 nChanged 8528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163138 members 
Mstep: Class 2 contains 15588 members 
Entering Unmasked Estep 
Score: -14200512.000000 Penalty: 5998.430176
	Iteration 14Q: 3 clusters Score -1.420051e+07 nChanged 6781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169919 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -14205960.000000 Penalty: 5998.430176
	Iteration 15Q: 3 clusters Score -1.420596e+07 nChanged 4343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174262 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -14209422.000000 Penalty: 5998.430176
	Iteration 16Q: 3 clusters Score -1.420942e+07 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176560 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -14211285.000000 Penalty: 5998.430176
	Iteration 17Q: 3 clusters Score -1.421128e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177578 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -14211975.000000 Penalty: 5998.430176
	Iteration 18Q: 3 clusters Score -1.421198e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177977 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -14212281.000000 Penalty: 5998.430176
	Iteration 19Q: 3 clusters Score -1.421228e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178168 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -14212493.000000 Penalty: 5998.430176
	Iteration 20F: 3 clusters Score -1.421249e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178243 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -14212580.000000 Penalty: 5998.430176
	Iteration 21Q: 3 clusters Score -1.421258e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178273 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -14212621.000000 Penalty: 5998.430176
	Iteration 22Q: 3 clusters Score -1.421262e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178304 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -14212638.000000 Penalty: 5998.430176
	Iteration 23Q: 3 clusters Score -1.421264e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178319 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -14212669.000000 Penalty: 5998.430176
	Iteration 24Q: 3 clusters Score -1.421267e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178332 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -14212699.000000 Penalty: 5998.430176
	Iteration 25Q: 3 clusters Score -1.42127e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178342 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -14212695.000000 Penalty: 5998.430176
	Iteration 26Q: 3 clusters Score -1.42127e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178351 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -14212705.000000 Penalty: 5998.430176
	Iteration 27Q: 3 clusters Score -1.42127e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178359 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -14212715.000000 Penalty: 5998.430176
	Iteration 28Q: 3 clusters Score -1.421272e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178366 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -14212701.000000 Penalty: 5998.430176
	Iteration 29Q: 3 clusters Score -1.42127e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178371 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -14212698.000000 Penalty: 5998.430176
	Iteration 30Q: 3 clusters Score -1.42127e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178375 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -14212721.000000 Penalty: 5998.430176
	Iteration 31Q: 3 clusters Score -1.421272e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178378 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -14212719.000000 Penalty: 5998.430176
	Iteration 32Q: 3 clusters Score -1.421272e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178378 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -14212719.000000 Penalty: 5998.430176
	Iteration 33F: 3 clusters Score -1.421272e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (28368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28368 members 
Entering Unmasked Estep 
Score: -2325832.750000 Penalty: 2542.748291
	Iteration 0F: 2 clusters Score -2325833 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -2306252.250000 Penalty: 5085.496582
	Iteration 0F: 3 clusters Score -2306252 nChanged 12920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -2313016.500000 Penalty: 5085.496582
	Iteration 1F: 3 clusters Score -2313016 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -2313441.250000 Penalty: 5085.496582
	Iteration 2Q: 3 clusters Score -2313441 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 14589 members 
Entering Unmasked Estep 
Score: -2313837.250000 Penalty: 5085.496582
	Iteration 3Q: 3 clusters Score -2313837 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -2314180.250000 Penalty: 5085.496582
	Iteration 4Q: 3 clusters Score -2314180 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -2314484.750000 Penalty: 5085.496582
	Iteration 5Q: 3 clusters Score -2314485 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 15393 members 
Entering Unmasked Estep 
Score: -2314790.250000 Penalty: 5085.496582
	Iteration 6Q: 3 clusters Score -2314790 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -2315155.500000 Penalty: 5085.496582
	Iteration 7Q: 3 clusters Score -2315156 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 16409 members 
Entering Unmasked Estep 
Score: -2315620.250000 Penalty: 5085.496582
	Iteration 8Q: 3 clusters Score -2315620 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 17129 members 
Entering Unmasked Estep 
Score: -2316254.000000 Penalty: 5085.496582
	Iteration 9Q: 3 clusters Score -2316254 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 17954 members 
Entering Unmasked Estep 
Score: -2317005.750000 Penalty: 5085.496582
	Iteration 10Q: 3 clusters Score -2317006 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 18841 members 
Entering Unmasked Estep 
Score: -2317929.000000 Penalty: 5085.496582
	Iteration 11F: 3 clusters Score -2317929 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 19748 members 
Entering Unmasked Estep 
Score: -2318889.000000 Penalty: 5085.496582
	Iteration 12F: 3 clusters Score -2318889 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 20585 members 
Entering Unmasked Estep 
Score: -2319778.000000 Penalty: 5085.496582
	Iteration 13Q: 3 clusters Score -2319778 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 21310 members 
Entering Unmasked Estep 
Score: -2320464.000000 Penalty: 5085.496582
	Iteration 14Q: 3 clusters Score -2320464 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 21904 members 
Entering Unmasked Estep 
Score: -2320937.250000 Penalty: 5085.496582
	Iteration 15Q: 3 clusters Score -2320937 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 22438 members 
Entering Unmasked Estep 
Score: -2321249.250000 Penalty: 5085.496582
	Iteration 16Q: 3 clusters Score -2321249 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 22946 members 
Entering Unmasked Estep 
Score: -2321497.000000 Penalty: 5085.496582
	Iteration 17Q: 3 clusters Score -2321497 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 23407 members 
Entering Unmasked Estep 
Score: -2321705.750000 Penalty: 5085.496582
	Iteration 18Q: 3 clusters Score -2321706 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 23844 members 
Entering Unmasked Estep 
Score: -2321902.750000 Penalty: 5085.496582
	Iteration 19Q: 3 clusters Score -2321903 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 24223 members 
Entering Unmasked Estep 
Score: -2322092.250000 Penalty: 5085.496582
	Iteration 20F: 3 clusters Score -2322092 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 24575 members 
Entering Unmasked Estep 
Score: -2322258.500000 Penalty: 5085.496582
	Iteration 21Q: 3 clusters Score -2322258 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 24890 members 
Entering Unmasked Estep 
Score: -2322418.250000 Penalty: 5085.496582
	Iteration 22Q: 3 clusters Score -2322418 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 25220 members 
Entering Unmasked Estep 
Score: -2322607.750000 Penalty: 5085.496582
	Iteration 23Q: 3 clusters Score -2322608 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 25493 members 
Entering Unmasked Estep 
Score: -2322755.250000 Penalty: 5085.496582
	Iteration 24Q: 3 clusters Score -2322755 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 25733 members 
Entering Unmasked Estep 
Score: -2322881.250000 Penalty: 5085.496582
	Iteration 25Q: 3 clusters Score -2322881 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 25955 members 
Entering Unmasked Estep 
Score: -2322990.750000 Penalty: 5085.496582
	Iteration 26Q: 3 clusters Score -2322991 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 26141 members 
Entering Unmasked Estep 
Score: -2323078.500000 Penalty: 5085.496582
	Iteration 27Q: 3 clusters Score -2323078 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 26316 members 
Entering Unmasked Estep 
Score: -2323163.750000 Penalty: 5085.496582
	Iteration 28Q: 3 clusters Score -2323164 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 26463 members 
Entering Unmasked Estep 
Score: -2323232.750000 Penalty: 5085.496582
	Iteration 29Q: 3 clusters Score -2323233 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 26592 members 
Entering Unmasked Estep 
Score: -2323300.000000 Penalty: 5085.496582
	Iteration 30Q: 3 clusters Score -2323300 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 26710 members 
Entering Unmasked Estep 
Score: -2323351.250000 Penalty: 5085.496582
	Iteration 31Q: 3 clusters Score -2323351 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 26802 members 
Entering Unmasked Estep 
Score: -2323400.000000 Penalty: 5085.496582
	Iteration 32Q: 3 clusters Score -2323400 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 26881 members 
Entering Unmasked Estep 
Score: -2323426.000000 Penalty: 5085.496582
	Iteration 33Q: 3 clusters Score -2323426 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 26945 members 
Entering Unmasked Estep 
Score: -2323461.000000 Penalty: 5085.496582
	Iteration 34Q: 3 clusters Score -2323461 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 26993 members 
Entering Unmasked Estep 
Score: -2323479.000000 Penalty: 5085.496582
	Iteration 35Q: 3 clusters Score -2323479 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 27042 members 
Entering Unmasked Estep 
Score: -2323502.250000 Penalty: 5085.496582
	Iteration 36Q: 3 clusters Score -2323502 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 27087 members 
Entering Unmasked Estep 
Score: -2323523.750000 Penalty: 5085.496582
	Iteration 37Q: 3 clusters Score -2323524 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 27130 members 
Entering Unmasked Estep 
Score: -2323538.500000 Penalty: 5085.496582
	Iteration 38Q: 3 clusters Score -2323538 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 27164 members 
Entering Unmasked Estep 
Score: -2323547.250000 Penalty: 5085.496582
	Iteration 39Q: 3 clusters Score -2323547 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 27190 members 
Entering Unmasked Estep 
Score: -2323560.000000 Penalty: 5085.496582
	Iteration 40F: 3 clusters Score -2323560 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 27217 members 
Entering Unmasked Estep 
Score: -2323578.000000 Penalty: 5085.496582
	Iteration 41Q: 3 clusters Score -2323578 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 27248 members 
Entering Unmasked Estep 
Score: -2323591.250000 Penalty: 5085.496582
	Iteration 42Q: 3 clusters Score -2323591 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 27266 members 
Entering Unmasked Estep 
Score: -2323599.250000 Penalty: 5085.496582
	Iteration 43Q: 3 clusters Score -2323599 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 27285 members 
Entering Unmasked Estep 
Score: -2323601.500000 Penalty: 5085.496582
	Iteration 44Q: 3 clusters Score -2323602 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 27308 members 
Entering Unmasked Estep 
Score: -2323628.750000 Penalty: 5085.496582
	Iteration 45Q: 3 clusters Score -2323629 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 27330 members 
Entering Unmasked Estep 
Score: -2323637.500000 Penalty: 5085.496582
	Iteration 46Q: 3 clusters Score -2323638 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 27358 members 
Entering Unmasked Estep 
Score: -2323651.250000 Penalty: 5085.496582
	Iteration 47Q: 3 clusters Score -2323651 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 27377 members 
Entering Unmasked Estep 
Score: -2323655.750000 Penalty: 5085.496582
	Iteration 48Q: 3 clusters Score -2323656 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 27393 members 
Entering Unmasked Estep 
Score: -2323664.500000 Penalty: 5085.496582
	Iteration 49Q: 3 clusters Score -2323664 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 27402 members 
Entering Unmasked Estep 
Score: -2323666.000000 Penalty: 5085.496582
	Iteration 50Q: 3 clusters Score -2323666 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 27415 members 
Entering Unmasked Estep 
Score: -2323677.250000 Penalty: 5085.496582
	Iteration 51Q: 3 clusters Score -2323677 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 27428 members 
Entering Unmasked Estep 
Score: -2323676.000000 Penalty: 5085.496582
	Iteration 52Q: 3 clusters Score -2323676 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 27437 members 
Entering Unmasked Estep 
Score: -2323682.250000 Penalty: 5085.496582
	Iteration 53Q: 3 clusters Score -2323682 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 27450 members 
Entering Unmasked Estep 
Score: -2323686.500000 Penalty: 5085.496582
	Iteration 54Q: 3 clusters Score -2323686 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 27461 members 
Entering Unmasked Estep 
Score: -2323692.000000 Penalty: 5085.496582
	Iteration 55Q: 3 clusters Score -2323692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 27471 members 
Entering Unmasked Estep 
Score: -2323697.500000 Penalty: 5085.496582
	Iteration 56Q: 3 clusters Score -2323698 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 27481 members 
Entering Unmasked Estep 
Score: -2323699.500000 Penalty: 5085.496582
	Iteration 57Q: 3 clusters Score -2323700 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 27490 members 
Entering Unmasked Estep 
Score: -2323698.750000 Penalty: 5085.496582
	Iteration 58Q: 3 clusters Score -2323699 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 27494 members 
Entering Unmasked Estep 
Score: -2323710.250000 Penalty: 5085.496582
	Iteration 59Q: 3 clusters Score -2323710 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 27505 members 
Entering Unmasked Estep 
Score: -2323707.250000 Penalty: 5085.496582
	Iteration 60F: 3 clusters Score -2323707 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 27509 members 
Entering Unmasked Estep 
Score: -2323708.750000 Penalty: 5085.496582
	Iteration 61Q: 3 clusters Score -2323709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 27511 members 
Entering Unmasked Estep 
Score: -2323705.500000 Penalty: 5085.496582
	Iteration 62Q: 3 clusters Score -2323706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 27515 members 
Entering Unmasked Estep 
Score: -2323706.250000 Penalty: 5085.496582
	Iteration 63Q: 3 clusters Score -2323706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 27519 members 
Entering Unmasked Estep 
Score: -2323711.750000 Penalty: 5085.496582
	Iteration 64Q: 3 clusters Score -2323712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 27521 members 
Entering Unmasked Estep 
Score: -2323714.750000 Penalty: 5085.496582
	Iteration 65Q: 3 clusters Score -2323715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 27522 members 
Entering Unmasked Estep 
Score: -2323710.250000 Penalty: 5085.496582
	Iteration 66Q: 3 clusters Score -2323710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 27524 members 
Entering Unmasked Estep 
Score: -2323712.250000 Penalty: 5085.496582
	Iteration 67Q: 3 clusters Score -2323712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 27525 members 
Entering Unmasked Estep 
Score: -2323713.000000 Penalty: 5085.496582
	Iteration 68Q: 3 clusters Score -2323713 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 27525 members 
Entering Unmasked Estep 
Score: -2323713.000000 Penalty: 5085.496582
	Iteration 69F: 3 clusters Score -2323713 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -143314.046875 Penalty: 1921.296875
	Iteration 0F: 2 clusters Score -143314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -140557.203125 Penalty: 3842.593750
	Iteration 0F: 3 clusters Score -140557.2 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -141275.375000 Penalty: 3842.593750
	Iteration 1F: 3 clusters Score -141275.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -141488.328125 Penalty: 3842.593750
	Iteration 2F: 3 clusters Score -141488.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -141655.343750 Penalty: 3842.593750
	Iteration 3F: 3 clusters Score -141655.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -141785.656250 Penalty: 3842.593750
	Iteration 4Q: 3 clusters Score -141785.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -141903.312500 Penalty: 3842.593750
	Iteration 5Q: 3 clusters Score -141903.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -141997.828125 Penalty: 3842.593750
	Iteration 6Q: 3 clusters Score -141997.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -142063.750000 Penalty: 3842.593750
	Iteration 7Q: 3 clusters Score -142063.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -142121.500000 Penalty: 3842.593750
	Iteration 8Q: 3 clusters Score -142121.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -142166.687500 Penalty: 3842.593750
	Iteration 9Q: 3 clusters Score -142166.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -142202.625000 Penalty: 3842.593750
	Iteration 10Q: 3 clusters Score -142202.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -142229.906250 Penalty: 3842.593750
	Iteration 11Q: 3 clusters Score -142229.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -142263.390625 Penalty: 3842.593750
	Iteration 12Q: 3 clusters Score -142263.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -142299.125000 Penalty: 3842.593750
	Iteration 13Q: 3 clusters Score -142299.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -142327.375000 Penalty: 3842.593750
	Iteration 14Q: 3 clusters Score -142327.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -142358.031250 Penalty: 3842.593750
	Iteration 15Q: 3 clusters Score -142358 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -142373.531250 Penalty: 3842.593750
	Iteration 16Q: 3 clusters Score -142373.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -142392.343750 Penalty: 3842.593750
	Iteration 17Q: 3 clusters Score -142392.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -142407.531250 Penalty: 3842.593750
	Iteration 18Q: 3 clusters Score -142407.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -142417.359375 Penalty: 3842.593750
	Iteration 19Q: 3 clusters Score -142417.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -142435.031250 Penalty: 3842.593750
	Iteration 20F: 3 clusters Score -142435 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -142451.828125 Penalty: 3842.593750
	Iteration 21Q: 3 clusters Score -142451.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -142470.093750 Penalty: 3842.593750
	Iteration 22Q: 3 clusters Score -142470.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -142483.953125 Penalty: 3842.593750
	Iteration 23Q: 3 clusters Score -142484 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -142500.781250 Penalty: 3842.593750
	Iteration 24Q: 3 clusters Score -142500.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -142509.140625 Penalty: 3842.593750
	Iteration 25Q: 3 clusters Score -142509.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -142517.046875 Penalty: 3842.593750
	Iteration 26Q: 3 clusters Score -142517 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -142523.625000 Penalty: 3842.593750
	Iteration 27Q: 3 clusters Score -142523.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -142533.234375 Penalty: 3842.593750
	Iteration 28Q: 3 clusters Score -142533.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -142538.187500 Penalty: 3842.593750
	Iteration 29Q: 3 clusters Score -142538.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -142539.296875 Penalty: 3842.593750
	Iteration 30Q: 3 clusters Score -142539.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -142541.031250 Penalty: 3842.593750
	Iteration 31Q: 3 clusters Score -142541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -142542.140625 Penalty: 3842.593750
	Iteration 32Q: 3 clusters Score -142542.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -142543.437500 Penalty: 3842.593750
	Iteration 33Q: 3 clusters Score -142543.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -142543.843750 Penalty: 3842.593750
	Iteration 34Q: 3 clusters Score -142543.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -142544.250000 Penalty: 3842.593750
	Iteration 35Q: 3 clusters Score -142544.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -142544.250000 Penalty: 3842.593750
	Iteration 36F: 3 clusters Score -142544.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Entering Unmasked Estep 
Score: -157472.906250 Penalty: 1923.430298
	Iteration 0F: 2 clusters Score -157472.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -154618.875000 Penalty: 3846.860596
	Iteration 0F: 3 clusters Score -154618.9 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -155218.062500 Penalty: 3846.860596
	Iteration 1F: 3 clusters Score -155218.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -155439.640625 Penalty: 3846.860596
	Iteration 2F: 3 clusters Score -155439.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -155580.796875 Penalty: 3846.860596
	Iteration 3F: 3 clusters Score -155580.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -155705.359375 Penalty: 3846.860596
	Iteration 4Q: 3 clusters Score -155705.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -155790.984375 Penalty: 3846.860596
	Iteration 5Q: 3 clusters Score -155791 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -155865.234375 Penalty: 3846.860596
	Iteration 6Q: 3 clusters Score -155865.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -155913.421875 Penalty: 3846.860596
	Iteration 7Q: 3 clusters Score -155913.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -155938.265625 Penalty: 3846.860596
	Iteration 8Q: 3 clusters Score -155938.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -155952.703125 Penalty: 3846.860596
	Iteration 9Q: 3 clusters Score -155952.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -155965.093750 Penalty: 3846.860596
	Iteration 10Q: 3 clusters Score -155965.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -155976.828125 Penalty: 3846.860596
	Iteration 11Q: 3 clusters Score -155976.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -155986.156250 Penalty: 3846.860596
	Iteration 12Q: 3 clusters Score -155986.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -155995.937500 Penalty: 3846.860596
	Iteration 13Q: 3 clusters Score -155995.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -156002.828125 Penalty: 3846.860596
	Iteration 14Q: 3 clusters Score -156002.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -156005.843750 Penalty: 3846.860596
	Iteration 15Q: 3 clusters Score -156005.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -156009.015625 Penalty: 3846.860596
	Iteration 16Q: 3 clusters Score -156009 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -156012.484375 Penalty: 3846.860596
	Iteration 17Q: 3 clusters Score -156012.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -156014.968750 Penalty: 3846.860596
	Iteration 18Q: 3 clusters Score -156015 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -156018.218750 Penalty: 3846.860596
	Iteration 19Q: 3 clusters Score -156018.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -156019.078125 Penalty: 3846.860596
	Iteration 20F: 3 clusters Score -156019.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (8201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Entering Unmasked Estep 
Score: -629057.250000 Penalty: 2234.978760
	Iteration 0F: 2 clusters Score -629057.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -622530.750000 Penalty: 4469.957520
	Iteration 0F: 3 clusters Score -622530.8 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -624429.312500 Penalty: 4469.957520
	Iteration 1F: 3 clusters Score -624429.3 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -624862.937500 Penalty: 4469.957520
	Iteration 2F: 3 clusters Score -624862.9 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -625226.312500 Penalty: 4469.957520
	Iteration 3F: 3 clusters Score -625226.3 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -625563.687500 Penalty: 4469.957520
	Iteration 4F: 3 clusters Score -625563.7 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -625885.500000 Penalty: 4469.957520
	Iteration 5F: 3 clusters Score -625885.5 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -626184.250000 Penalty: 4469.957520
	Iteration 6Q: 3 clusters Score -626184.2 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -626459.562500 Penalty: 4469.957520
	Iteration 7Q: 3 clusters Score -626459.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -626646.062500 Penalty: 4469.957520
	Iteration 8Q: 3 clusters Score -626646.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -626772.250000 Penalty: 4469.957520
	Iteration 9Q: 3 clusters Score -626772.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -626887.750000 Penalty: 4469.957520
	Iteration 10Q: 3 clusters Score -626887.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -626989.750000 Penalty: 4469.957520
	Iteration 11Q: 3 clusters Score -626989.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -627066.187500 Penalty: 4469.957520
	Iteration 12Q: 3 clusters Score -627066.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -627130.062500 Penalty: 4469.957520
	Iteration 13Q: 3 clusters Score -627130.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -627194.000000 Penalty: 4469.957520
	Iteration 14Q: 3 clusters Score -627194 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -627235.312500 Penalty: 4469.957520
	Iteration 15Q: 3 clusters Score -627235.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -627269.312500 Penalty: 4469.957520
	Iteration 16Q: 3 clusters Score -627269.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -627303.687500 Penalty: 4469.957520
	Iteration 17Q: 3 clusters Score -627303.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -627324.375000 Penalty: 4469.957520
	Iteration 18Q: 3 clusters Score -627324.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -627333.437500 Penalty: 4469.957520
	Iteration 19Q: 3 clusters Score -627333.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -627342.312500 Penalty: 4469.957520
	Iteration 20F: 3 clusters Score -627342.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -627348.250000 Penalty: 4469.957520
	Iteration 21Q: 3 clusters Score -627348.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -627355.375000 Penalty: 4469.957520
	Iteration 22Q: 3 clusters Score -627355.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -627362.750000 Penalty: 4469.957520
	Iteration 23Q: 3 clusters Score -627362.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -627366.125000 Penalty: 4469.957520
	Iteration 24Q: 3 clusters Score -627366.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -627371.000000 Penalty: 4469.957520
	Iteration 25Q: 3 clusters Score -627371 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -627375.375000 Penalty: 4469.957520
	Iteration 26Q: 3 clusters Score -627375.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -627376.812500 Penalty: 4469.957520
	Iteration 27Q: 3 clusters Score -627376.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -627380.750000 Penalty: 4469.957520
	Iteration 28Q: 3 clusters Score -627380.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -627383.625000 Penalty: 4469.957520
	Iteration 29Q: 3 clusters Score -627383.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -627386.812500 Penalty: 4469.957520
	Iteration 30Q: 3 clusters Score -627386.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -627394.250000 Penalty: 4469.957520
	Iteration 31Q: 3 clusters Score -627394.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -627397.312500 Penalty: 4469.957520
	Iteration 32Q: 3 clusters Score -627397.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -627399.625000 Penalty: 4469.957520
	Iteration 33Q: 3 clusters Score -627399.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -627399.062500 Penalty: 4469.957520
	Iteration 34Q: 3 clusters Score -627399.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -627401.312500 Penalty: 4469.957520
	Iteration 35Q: 3 clusters Score -627401.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -627400.562500 Penalty: 4469.957520
	Iteration 36Q: 3 clusters Score -627400.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -627401.625000 Penalty: 4469.957520
	Iteration 37Q: 3 clusters Score -627401.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -627401.187500 Penalty: 4469.957520
	Iteration 38Q: 3 clusters Score -627401.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -627402.062500 Penalty: 4469.957520
	Iteration 39Q: 3 clusters Score -627402.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -627402.750000 Penalty: 4469.957520
	Iteration 40F: 3 clusters Score -627402.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -627402.000000 Penalty: 4469.957520
	Iteration 41Q: 3 clusters Score -627402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -627402.062500 Penalty: 4469.957520
	Iteration 42Q: 3 clusters Score -627402.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -627403.812500 Penalty: 4469.957520
	Iteration 43Q: 3 clusters Score -627403.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -627404.250000 Penalty: 4469.957520
	Iteration 44Q: 3 clusters Score -627404.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -627404.250000 Penalty: 4469.957520
	Iteration 45F: 3 clusters Score -627404.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (494732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494732 members 
Entering Unmasked Estep 
Score: -39021320.000000 Penalty: 3251.719238
	Iteration 0F: 2 clusters Score -3.902132e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247256 members 
Mstep: Class 2 contains 247476 members 
Entering Unmasked Estep 
Score: -38686500.000000 Penalty: 6503.438477
	Iteration 0F: 3 clusters Score -3.86865e+07 nChanged 241393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246149 members 
Mstep: Class 2 contains 248583 members 
Entering Unmasked Estep 
Score: -38833932.000000 Penalty: 6503.438477
	Iteration 1F: 3 clusters Score -3.883393e+07 nChanged 13539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245224 members 
Mstep: Class 2 contains 249508 members 
Entering Unmasked Estep 
Score: -38837556.000000 Penalty: 6503.438477
	Iteration 2Q: 3 clusters Score -3.883756e+07 nChanged 15922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244146 members 
Mstep: Class 2 contains 250586 members 
Entering Unmasked Estep 
Score: -38842708.000000 Penalty: 6503.438477
	Iteration 3Q: 3 clusters Score -3.884271e+07 nChanged 19153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243049 members 
Mstep: Class 2 contains 251683 members 
Entering Unmasked Estep 
Score: -38850284.000000 Penalty: 6503.438477
	Iteration 4Q: 3 clusters Score -3.885028e+07 nChanged 22722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242241 members 
Mstep: Class 2 contains 252491 members 
Entering Unmasked Estep 
Score: -38861056.000000 Penalty: 6503.438477
	Iteration 5Q: 3 clusters Score -3.886106e+07 nChanged 25932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242513 members 
Mstep: Class 2 contains 252219 members 
Entering Unmasked Estep 
Score: -38874252.000000 Penalty: 6503.438477
	Iteration 6F: 3 clusters Score -3.887425e+07 nChanged 27845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243820 members 
Mstep: Class 2 contains 250912 members 
Entering Unmasked Estep 
Score: -38889380.000000 Penalty: 6503.438477
	Iteration 7F: 3 clusters Score -3.888938e+07 nChanged 28341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246537 members 
Mstep: Class 2 contains 248195 members 
Entering Unmasked Estep 
Score: -38905224.000000 Penalty: 6503.438477
	Iteration 8F: 3 clusters Score -3.890522e+07 nChanged 26557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249970 members 
Mstep: Class 2 contains 244762 members 
Entering Unmasked Estep 
Score: -38920080.000000 Penalty: 6503.438477
	Iteration 9F: 3 clusters Score -3.892008e+07 nChanged 23383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253407 members 
Mstep: Class 2 contains 241325 members 
Entering Unmasked Estep 
Score: -38932212.000000 Penalty: 6503.438477
	Iteration 10Q: 3 clusters Score -3.893221e+07 nChanged 18488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256757 members 
Mstep: Class 2 contains 237975 members 
Entering Unmasked Estep 
Score: -38939200.000000 Penalty: 6503.438477
	Iteration 11Q: 3 clusters Score -3.89392e+07 nChanged 13266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259993 members 
Mstep: Class 2 contains 234739 members 
Entering Unmasked Estep 
Score: -38942676.000000 Penalty: 6503.438477
	Iteration 12Q: 3 clusters Score -3.894268e+07 nChanged 9174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263117 members 
Mstep: Class 2 contains 231615 members 
Entering Unmasked Estep 
Score: -38944704.000000 Penalty: 6503.438477
	Iteration 13Q: 3 clusters Score -3.89447e+07 nChanged 6700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266505 members 
Mstep: Class 2 contains 228227 members 
Entering Unmasked Estep 
Score: -38946200.000000 Penalty: 6503.438477
	Iteration 14Q: 3 clusters Score -3.89462e+07 nChanged 5565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269830 members 
Mstep: Class 2 contains 224902 members 
Entering Unmasked Estep 
Score: -38947044.000000 Penalty: 6503.438477
	Iteration 15Q: 3 clusters Score -3.894704e+07 nChanged 5117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273151 members 
Mstep: Class 2 contains 221581 members 
Entering Unmasked Estep 
Score: -38948144.000000 Penalty: 6503.438477
	Iteration 16Q: 3 clusters Score -3.894814e+07 nChanged 5125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276744 members 
Mstep: Class 2 contains 217988 members 
Entering Unmasked Estep 
Score: -38949340.000000 Penalty: 6503.438477
	Iteration 17Q: 3 clusters Score -3.894934e+07 nChanged 5234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280606 members 
Mstep: Class 2 contains 214126 members 
Entering Unmasked Estep 
Score: -38950472.000000 Penalty: 6503.438477
	Iteration 18Q: 3 clusters Score -3.895047e+07 nChanged 5341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284787 members 
Mstep: Class 2 contains 209945 members 
Entering Unmasked Estep 
Score: -38951404.000000 Penalty: 6503.438477
	Iteration 19Q: 3 clusters Score -3.89514e+07 nChanged 5429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289260 members 
Mstep: Class 2 contains 205472 members 
Entering Unmasked Estep 
Score: -38952396.000000 Penalty: 6503.438477
	Iteration 20F: 3 clusters Score -3.89524e+07 nChanged 5484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293942 members 
Mstep: Class 2 contains 200790 members 
Entering Unmasked Estep 
Score: -38953264.000000 Penalty: 6503.438477
	Iteration 21Q: 3 clusters Score -3.895326e+07 nChanged 5582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298908 members 
Mstep: Class 2 contains 195824 members 
Entering Unmasked Estep 
Score: -38954484.000000 Penalty: 6503.438477
	Iteration 22Q: 3 clusters Score -3.895448e+07 nChanged 5636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304102 members 
Mstep: Class 2 contains 190630 members 
Entering Unmasked Estep 
Score: -38955612.000000 Penalty: 6503.438477
	Iteration 23Q: 3 clusters Score -3.895561e+07 nChanged 5814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309608 members 
Mstep: Class 2 contains 185124 members 
Entering Unmasked Estep 
Score: -38956736.000000 Penalty: 6503.438477
	Iteration 24Q: 3 clusters Score -3.895674e+07 nChanged 6070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315470 members 
Mstep: Class 2 contains 179262 members 
Entering Unmasked Estep 
Score: -38958348.000000 Penalty: 6503.438477
	Iteration 25Q: 3 clusters Score -3.895835e+07 nChanged 6494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321814 members 
Mstep: Class 2 contains 172918 members 
Entering Unmasked Estep 
Score: -38960180.000000 Penalty: 6503.438477
	Iteration 26Q: 3 clusters Score -3.896018e+07 nChanged 6799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328495 members 
Mstep: Class 2 contains 166237 members 
Entering Unmasked Estep 
Score: -38961816.000000 Penalty: 6503.438477
	Iteration 27Q: 3 clusters Score -3.896182e+07 nChanged 7152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335545 members 
Mstep: Class 2 contains 159187 members 
Entering Unmasked Estep 
Score: -38964156.000000 Penalty: 6503.438477
	Iteration 28Q: 3 clusters Score -3.896416e+07 nChanged 7321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342798 members 
Mstep: Class 2 contains 151934 members 
Entering Unmasked Estep 
Score: -38966148.000000 Penalty: 6503.438477
	Iteration 29Q: 3 clusters Score -3.896615e+07 nChanged 7826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350568 members 
Mstep: Class 2 contains 144164 members 
Entering Unmasked Estep 
Score: -38968972.000000 Penalty: 6503.438477
	Iteration 30Q: 3 clusters Score -3.896897e+07 nChanged 8112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358634 members 
Mstep: Class 2 contains 136098 members 
Entering Unmasked Estep 
Score: -38971780.000000 Penalty: 6503.438477
	Iteration 31Q: 3 clusters Score -3.897178e+07 nChanged 8470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367036 members 
Mstep: Class 2 contains 127696 members 
Entering Unmasked Estep 
Score: -38975020.000000 Penalty: 6503.438477
	Iteration 32Q: 3 clusters Score -3.897502e+07 nChanged 8547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375503 members 
Mstep: Class 2 contains 119229 members 
Entering Unmasked Estep 
Score: -38978556.000000 Penalty: 6503.438477
	Iteration 33Q: 3 clusters Score -3.897856e+07 nChanged 8728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384167 members 
Mstep: Class 2 contains 110565 members 
Entering Unmasked Estep 
Score: -38982416.000000 Penalty: 6503.438477
	Iteration 34Q: 3 clusters Score -3.898242e+07 nChanged 8687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392792 members 
Mstep: Class 2 contains 101940 members 
Entering Unmasked Estep 
Score: -38986584.000000 Penalty: 6503.438477
	Iteration 35Q: 3 clusters Score -3.898658e+07 nChanged 8195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400933 members 
Mstep: Class 2 contains 93799 members 
Entering Unmasked Estep 
Score: -38991012.000000 Penalty: 6503.438477
	Iteration 36Q: 3 clusters Score -3.899101e+07 nChanged 7825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408694 members 
Mstep: Class 2 contains 86038 members 
Entering Unmasked Estep 
Score: -38994428.000000 Penalty: 6503.438477
	Iteration 37Q: 3 clusters Score -3.899443e+07 nChanged 7250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415896 members 
Mstep: Class 2 contains 78836 members 
Entering Unmasked Estep 
Score: -38997788.000000 Penalty: 6503.438477
	Iteration 38Q: 3 clusters Score -3.899779e+07 nChanged 6655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422523 members 
Mstep: Class 2 contains 72209 members 
Entering Unmasked Estep 
Score: -39000544.000000 Penalty: 6503.438477
	Iteration 39Q: 3 clusters Score -3.900054e+07 nChanged 5901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428388 members 
Mstep: Class 2 contains 66344 members 
Entering Unmasked Estep 
Score: -39003300.000000 Penalty: 6503.438477
	Iteration 40F: 3 clusters Score -3.90033e+07 nChanged 5608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433980 members 
Mstep: Class 2 contains 60752 members 
Entering Unmasked Estep 
Score: -39006072.000000 Penalty: 6503.438477
	Iteration 41Q: 3 clusters Score -3.900607e+07 nChanged 5175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439125 members 
Mstep: Class 2 contains 55607 members 
Entering Unmasked Estep 
Score: -39008444.000000 Penalty: 6503.438477
	Iteration 42Q: 3 clusters Score -3.900844e+07 nChanged 4703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443814 members 
Mstep: Class 2 contains 50918 members 
Entering Unmasked Estep 
Score: -39010368.000000 Penalty: 6503.438477
	Iteration 43Q: 3 clusters Score -3.901037e+07 nChanged 4189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447973 members 
Mstep: Class 2 contains 46759 members 
Entering Unmasked Estep 
Score: -39011780.000000 Penalty: 6503.438477
	Iteration 44Q: 3 clusters Score -3.901178e+07 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451733 members 
Mstep: Class 2 contains 42999 members 
Entering Unmasked Estep 
Score: -39013344.000000 Penalty: 6503.438477
	Iteration 45Q: 3 clusters Score -3.901334e+07 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455147 members 
Mstep: Class 2 contains 39585 members 
Entering Unmasked Estep 
Score: -39014740.000000 Penalty: 6503.438477
	Iteration 46Q: 3 clusters Score -3.901474e+07 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458232 members 
Mstep: Class 2 contains 36500 members 
Entering Unmasked Estep 
Score: -39015804.000000 Penalty: 6503.438477
	Iteration 47Q: 3 clusters Score -3.90158e+07 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461005 members 
Mstep: Class 2 contains 33727 members 
Entering Unmasked Estep 
Score: -39016812.000000 Penalty: 6503.438477
	Iteration 48Q: 3 clusters Score -3.901681e+07 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463502 members 
Mstep: Class 2 contains 31230 members 
Entering Unmasked Estep 
Score: -39017628.000000 Penalty: 6503.438477
	Iteration 49Q: 3 clusters Score -3.901763e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465645 members 
Mstep: Class 2 contains 29087 members 
Entering Unmasked Estep 
Score: -39018332.000000 Penalty: 6503.438477
	Iteration 50Q: 3 clusters Score -3.901833e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467557 members 
Mstep: Class 2 contains 27175 members 
Entering Unmasked Estep 
Score: -39018960.000000 Penalty: 6503.438477
	Iteration 51Q: 3 clusters Score -3.901896e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469311 members 
Mstep: Class 2 contains 25421 members 
Entering Unmasked Estep 
Score: -39019440.000000 Penalty: 6503.438477
	Iteration 52Q: 3 clusters Score -3.901944e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470841 members 
Mstep: Class 2 contains 23891 members 
Entering Unmasked Estep 
Score: -39019864.000000 Penalty: 6503.438477
	Iteration 53Q: 3 clusters Score -3.901986e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472179 members 
Mstep: Class 2 contains 22553 members 
Entering Unmasked Estep 
Score: -39019976.000000 Penalty: 6503.438477
	Iteration 54Q: 3 clusters Score -3.901998e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473415 members 
Mstep: Class 2 contains 21317 members 
Entering Unmasked Estep 
Score: -39020232.000000 Penalty: 6503.438477
	Iteration 55Q: 3 clusters Score -3.902023e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474552 members 
Mstep: Class 2 contains 20180 members 
Entering Unmasked Estep 
Score: -39020520.000000 Penalty: 6503.438477
	Iteration 56Q: 3 clusters Score -3.902052e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475593 members 
Mstep: Class 2 contains 19139 members 
Entering Unmasked Estep 
Score: -39020724.000000 Penalty: 6503.438477
	Iteration 57Q: 3 clusters Score -3.902072e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476529 members 
Mstep: Class 2 contains 18203 members 
Entering Unmasked Estep 
Score: -39020876.000000 Penalty: 6503.438477
	Iteration 58Q: 3 clusters Score -3.902088e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477393 members 
Mstep: Class 2 contains 17339 members 
Entering Unmasked Estep 
Score: -39020892.000000 Penalty: 6503.438477
	Iteration 59Q: 3 clusters Score -3.902089e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478160 members 
Mstep: Class 2 contains 16572 members 
Entering Unmasked Estep 
Score: -39021064.000000 Penalty: 6503.438477
	Iteration 60F: 3 clusters Score -3.902106e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478788 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
Score: -39021264.000000 Penalty: 6503.438477
	Iteration 61Q: 3 clusters Score -3.902126e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479288 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
Score: -39021296.000000 Penalty: 6503.438477
	Iteration 62Q: 3 clusters Score -3.90213e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479721 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -39021252.000000 Penalty: 6503.438477
	Iteration 63Q: 3 clusters Score -3.902125e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480135 members 
Mstep: Class 2 contains 14597 members 
Entering Unmasked Estep 
Score: -39021168.000000 Penalty: 6503.438477
	Iteration 64Q: 3 clusters Score -3.902117e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480533 members 
Mstep: Class 2 contains 14199 members 
Entering Unmasked Estep 
Score: -39021324.000000 Penalty: 6503.438477
	Iteration 65Q: 3 clusters Score -3.902132e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480900 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -39021360.000000 Penalty: 6503.438477
	Iteration 66Q: 3 clusters Score -3.902136e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481223 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -39021360.000000 Penalty: 6503.438477
	Iteration 67Q: 3 clusters Score -3.902136e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481511 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -39021372.000000 Penalty: 6503.438477
	Iteration 68Q: 3 clusters Score -3.902137e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481733 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -39021452.000000 Penalty: 6503.438477
	Iteration 69Q: 3 clusters Score -3.902145e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481913 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -39021416.000000 Penalty: 6503.438477
	Iteration 70Q: 3 clusters Score -3.902142e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482071 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -39021392.000000 Penalty: 6503.438477
	Iteration 71Q: 3 clusters Score -3.902139e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482209 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -39021384.000000 Penalty: 6503.438477
	Iteration 72Q: 3 clusters Score -3.902138e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482323 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -39021452.000000 Penalty: 6503.438477
	Iteration 73Q: 3 clusters Score -3.902145e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482431 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -39021408.000000 Penalty: 6503.438477
	Iteration 74Q: 3 clusters Score -3.902141e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482524 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -39021420.000000 Penalty: 6503.438477
	Iteration 75Q: 3 clusters Score -3.902142e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482612 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -39021440.000000 Penalty: 6503.438477
	Iteration 76Q: 3 clusters Score -3.902144e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482687 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -39021404.000000 Penalty: 6503.438477
	Iteration 77Q: 3 clusters Score -3.90214e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482737 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -39021380.000000 Penalty: 6503.438477
	Iteration 78Q: 3 clusters Score -3.902138e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482778 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -39021396.000000 Penalty: 6503.438477
	Iteration 79Q: 3 clusters Score -3.90214e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482831 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -39021404.000000 Penalty: 6503.438477
	Iteration 80F: 3 clusters Score -3.90214e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482895 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -39021444.000000 Penalty: 6503.438477
	Iteration 81Q: 3 clusters Score -3.902144e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482957 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -39021448.000000 Penalty: 6503.438477
	Iteration 82Q: 3 clusters Score -3.902145e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483022 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -39021444.000000 Penalty: 6503.438477
	Iteration 83Q: 3 clusters Score -3.902144e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483087 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -39021432.000000 Penalty: 6503.438477
	Iteration 84Q: 3 clusters Score -3.902143e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483135 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -39021400.000000 Penalty: 6503.438477
	Iteration 85Q: 3 clusters Score -3.90214e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483175 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -39021376.000000 Penalty: 6503.438477
	Iteration 86Q: 3 clusters Score -3.902138e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483214 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -39021388.000000 Penalty: 6503.438477
	Iteration 87Q: 3 clusters Score -3.902139e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483242 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -39021396.000000 Penalty: 6503.438477
	Iteration 88Q: 3 clusters Score -3.90214e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483285 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -39021392.000000 Penalty: 6503.438477
	Iteration 89Q: 3 clusters Score -3.902139e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483317 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -39021384.000000 Penalty: 6503.438477
	Iteration 90Q: 3 clusters Score -3.902138e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483344 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -39021368.000000 Penalty: 6503.438477
	Iteration 91Q: 3 clusters Score -3.902137e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483359 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -39021384.000000 Penalty: 6503.438477
	Iteration 92Q: 3 clusters Score -3.902138e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483377 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -39021376.000000 Penalty: 6503.438477
	Iteration 93Q: 3 clusters Score -3.902138e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483387 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -39021392.000000 Penalty: 6503.438477
	Iteration 94Q: 3 clusters Score -3.902139e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483399 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -39021384.000000 Penalty: 6503.438477
	Iteration 95Q: 3 clusters Score -3.902138e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483408 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -39021408.000000 Penalty: 6503.438477
	Iteration 96Q: 3 clusters Score -3.902141e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483418 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -39021400.000000 Penalty: 6503.438477
	Iteration 97Q: 3 clusters Score -3.90214e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483426 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -39021400.000000 Penalty: 6503.438477
	Iteration 98Q: 3 clusters Score -3.90214e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483436 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -39021416.000000 Penalty: 6503.438477
	Iteration 99Q: 3 clusters Score -3.902142e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483440 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -39021420.000000 Penalty: 6503.438477
	Iteration 100F: 3 clusters Score -3.902142e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483448 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -39021404.000000 Penalty: 6503.438477
	Iteration 101Q: 3 clusters Score -3.90214e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483451 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -39021404.000000 Penalty: 6503.438477
	Iteration 102Q: 3 clusters Score -3.90214e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483453 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -39021396.000000 Penalty: 6503.438477
	Iteration 103Q: 3 clusters Score -3.90214e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483453 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -39021400.000000 Penalty: 6503.438477
	Iteration 104Q: 3 clusters Score -3.90214e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483453 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -39021400.000000 Penalty: 6503.438477
	Iteration 105F: 3 clusters Score -3.90214e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 8435 members 
Mstep: Class 3 contains 22573 members 
Mstep: Class 4 contains 9425 members 
Mstep: Class 5 contains 9421 members 
Mstep: Class 6 contains 77936 members 
Mstep: Class 7 contains 9727 members 
Mstep: Class 8 contains 2295 members 
Mstep: Class 9 contains 58517 members 
Mstep: Class 10 contains 16927 members 
Mstep: Class 11 contains 152468 members 
Mstep: Class 12 contains 27421 members 
Mstep: Class 13 contains 6021 members 
Mstep: Class 14 contains 10071 members 
Mstep: Class 15 contains 2612 members 
Mstep: Class 16 contains 45361 members 
Mstep: Class 17 contains 6067 members 
Mstep: Class 18 contains 10697 members 
Mstep: Class 19 contains 38355 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 16619 members 
Mstep: Class 22 contains 10079 members 
Mstep: Class 23 contains 8763 members 
Mstep: Class 24 contains 5355 members 
Mstep: Class 25 contains 29815 members 
Mstep: Class 26 contains 24933 members 
Mstep: Class 27 contains 18640 members 
Mstep: Class 28 contains 178726 members 
Mstep: Class 29 contains 28368 members 
Mstep: Class 30 contains 2315 members 
Mstep: Class 31 contains 2335 members 
Mstep: Class 32 contains 8201 members 
Mstep: Class 33 contains 483453 members 
Mstep: Class 34 contains 62551 members 
Mstep: Class 35 contains 44234 members 
Mstep: Class 36 contains 11279 members 
Entering Unmasked Estep 
Score: -111996128.000000 Penalty: 126742.460938
Splitting cluster 33 changes total score from -111996840.000000 to -111996128.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (62551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62551 members 
Entering Unmasked Estep 
Score: -5077497.500000 Penalty: 2738.846924
	Iteration 0F: 2 clusters Score -5077498 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31243 members 
Mstep: Class 2 contains 31308 members 
Entering Unmasked Estep 
Score: -5035374.000000 Penalty: 5477.693848
	Iteration 0F: 3 clusters Score -5035374 nChanged 29193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31440 members 
Mstep: Class 2 contains 31111 members 
Entering Unmasked Estep 
Score: -5051882.500000 Penalty: 5477.693848
	Iteration 1F: 3 clusters Score -5051882 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31703 members 
Mstep: Class 2 contains 30848 members 
Entering Unmasked Estep 
Score: -5052487.500000 Penalty: 5477.693848
	Iteration 2Q: 3 clusters Score -5052488 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32077 members 
Mstep: Class 2 contains 30474 members 
Entering Unmasked Estep 
Score: -5053148.000000 Penalty: 5477.693848
	Iteration 3Q: 3 clusters Score -5053148 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32662 members 
Mstep: Class 2 contains 29889 members 
Entering Unmasked Estep 
Score: -5053894.500000 Penalty: 5477.693848
	Iteration 4Q: 3 clusters Score -5053894 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33362 members 
Mstep: Class 2 contains 29189 members 
Entering Unmasked Estep 
Score: -5054732.500000 Penalty: 5477.693848
	Iteration 5Q: 3 clusters Score -5054732 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34293 members 
Mstep: Class 2 contains 28258 members 
Entering Unmasked Estep 
Score: -5055779.500000 Penalty: 5477.693848
	Iteration 6Q: 3 clusters Score -5055780 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35551 members 
Mstep: Class 2 contains 27000 members 
Entering Unmasked Estep 
Score: -5057257.000000 Penalty: 5477.693848
	Iteration 7Q: 3 clusters Score -5057257 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37238 members 
Mstep: Class 2 contains 25313 members 
Entering Unmasked Estep 
Score: -5059119.500000 Penalty: 5477.693848
	Iteration 8F: 3 clusters Score -5059120 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39209 members 
Mstep: Class 2 contains 23342 members 
Entering Unmasked Estep 
Score: -5061065.500000 Penalty: 5477.693848
	Iteration 9F: 3 clusters Score -5061066 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41489 members 
Mstep: Class 2 contains 21062 members 
Entering Unmasked Estep 
Score: -5063113.500000 Penalty: 5477.693848
	Iteration 10F: 3 clusters Score -5063114 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43890 members 
Mstep: Class 2 contains 18661 members 
Entering Unmasked Estep 
Score: -5065060.500000 Penalty: 5477.693848
	Iteration 11F: 3 clusters Score -5065060 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46217 members 
Mstep: Class 2 contains 16334 members 
Entering Unmasked Estep 
Score: -5066898.500000 Penalty: 5477.693848
	Iteration 12Q: 3 clusters Score -5066898 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48392 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -5068638.500000 Penalty: 5477.693848
	Iteration 13Q: 3 clusters Score -5068638 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50240 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -5070140.000000 Penalty: 5477.693848
	Iteration 14Q: 3 clusters Score -5070140 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51742 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -5071403.500000 Penalty: 5477.693848
	Iteration 15Q: 3 clusters Score -5071404 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52938 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -5072390.000000 Penalty: 5477.693848
	Iteration 16Q: 3 clusters Score -5072390 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53839 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -5073044.000000 Penalty: 5477.693848
	Iteration 17Q: 3 clusters Score -5073044 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54552 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -5073420.000000 Penalty: 5477.693848
	Iteration 18Q: 3 clusters Score -5073420 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55139 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -5073689.500000 Penalty: 5477.693848
	Iteration 19Q: 3 clusters Score -5073690 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55673 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -5073924.000000 Penalty: 5477.693848
	Iteration 20F: 3 clusters Score -5073924 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56151 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -5074119.500000 Penalty: 5477.693848
	Iteration 21Q: 3 clusters Score -5074120 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56584 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -5074258.000000 Penalty: 5477.693848
	Iteration 22Q: 3 clusters Score -5074258 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56962 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -5074412.000000 Penalty: 5477.693848
	Iteration 23Q: 3 clusters Score -5074412 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57302 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -5074516.500000 Penalty: 5477.693848
	Iteration 24Q: 3 clusters Score -5074516 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57589 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -5074607.500000 Penalty: 5477.693848
	Iteration 25Q: 3 clusters Score -5074608 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57857 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -5074664.000000 Penalty: 5477.693848
	Iteration 26Q: 3 clusters Score -5074664 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58122 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -5074734.500000 Penalty: 5477.693848
	Iteration 27Q: 3 clusters Score -5074734 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58356 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -5074781.000000 Penalty: 5477.693848
	Iteration 28Q: 3 clusters Score -5074781 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58559 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -5074850.000000 Penalty: 5477.693848
	Iteration 29Q: 3 clusters Score -5074850 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58749 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -5074907.000000 Penalty: 5477.693848
	Iteration 30Q: 3 clusters Score -5074907 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58935 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -5074952.500000 Penalty: 5477.693848
	Iteration 31Q: 3 clusters Score -5074952 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59115 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -5075010.000000 Penalty: 5477.693848
	Iteration 32Q: 3 clusters Score -5075010 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59283 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -5075058.000000 Penalty: 5477.693848
	Iteration 33Q: 3 clusters Score -5075058 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59444 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -5075088.000000 Penalty: 5477.693848
	Iteration 34Q: 3 clusters Score -5075088 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59586 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -5075122.500000 Penalty: 5477.693848
	Iteration 35Q: 3 clusters Score -5075122 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59697 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -5075153.500000 Penalty: 5477.693848
	Iteration 36Q: 3 clusters Score -5075154 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59795 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -5075169.000000 Penalty: 5477.693848
	Iteration 37Q: 3 clusters Score -5075169 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59881 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -5075189.000000 Penalty: 5477.693848
	Iteration 38Q: 3 clusters Score -5075189 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59936 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -5075198.500000 Penalty: 5477.693848
	Iteration 39Q: 3 clusters Score -5075198 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59984 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -5075213.000000 Penalty: 5477.693848
	Iteration 40F: 3 clusters Score -5075213 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60033 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -5075222.000000 Penalty: 5477.693848
	Iteration 41Q: 3 clusters Score -5075222 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60076 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -5075227.500000 Penalty: 5477.693848
	Iteration 42Q: 3 clusters Score -5075228 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60121 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -5075242.000000 Penalty: 5477.693848
	Iteration 43Q: 3 clusters Score -5075242 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60169 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -5075259.000000 Penalty: 5477.693848
	Iteration 44Q: 3 clusters Score -5075259 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60216 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -5075273.000000 Penalty: 5477.693848
	Iteration 45Q: 3 clusters Score -5075273 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60260 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -5075275.500000 Penalty: 5477.693848
	Iteration 46Q: 3 clusters Score -5075276 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60299 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -5075280.500000 Penalty: 5477.693848
	Iteration 47Q: 3 clusters Score -5075280 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60337 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -5075291.000000 Penalty: 5477.693848
	Iteration 48Q: 3 clusters Score -5075291 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60376 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -5075305.000000 Penalty: 5477.693848
	Iteration 49Q: 3 clusters Score -5075305 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60404 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -5075317.500000 Penalty: 5477.693848
	Iteration 50Q: 3 clusters Score -5075318 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60425 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -5075304.500000 Penalty: 5477.693848
	Iteration 51Q: 3 clusters Score -5075304 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60447 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -5075299.500000 Penalty: 5477.693848
	Iteration 52Q: 3 clusters Score -5075300 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60467 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -5075311.500000 Penalty: 5477.693848
	Iteration 53Q: 3 clusters Score -5075312 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60483 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -5075317.000000 Penalty: 5477.693848
	Iteration 54Q: 3 clusters Score -5075317 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60500 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -5075319.500000 Penalty: 5477.693848
	Iteration 55Q: 3 clusters Score -5075320 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60518 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -5075334.500000 Penalty: 5477.693848
	Iteration 56Q: 3 clusters Score -5075334 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60530 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -5075332.500000 Penalty: 5477.693848
	Iteration 57Q: 3 clusters Score -5075332 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60540 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -5075338.000000 Penalty: 5477.693848
	Iteration 58Q: 3 clusters Score -5075338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60547 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -5075336.500000 Penalty: 5477.693848
	Iteration 59Q: 3 clusters Score -5075336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60555 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -5075329.500000 Penalty: 5477.693848
	Iteration 60F: 3 clusters Score -5075330 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60567 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -5075336.000000 Penalty: 5477.693848
	Iteration 61Q: 3 clusters Score -5075336 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60581 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -5075348.500000 Penalty: 5477.693848
	Iteration 62Q: 3 clusters Score -5075348 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60595 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -5075339.500000 Penalty: 5477.693848
	Iteration 63Q: 3 clusters Score -5075340 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60604 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -5075351.000000 Penalty: 5477.693848
	Iteration 64Q: 3 clusters Score -5075351 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60616 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -5075351.000000 Penalty: 5477.693848
	Iteration 65Q: 3 clusters Score -5075351 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60623 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -5075345.500000 Penalty: 5477.693848
	Iteration 66Q: 3 clusters Score -5075346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60628 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -5075352.500000 Penalty: 5477.693848
	Iteration 67Q: 3 clusters Score -5075352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60633 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -5075351.000000 Penalty: 5477.693848
	Iteration 68Q: 3 clusters Score -5075351 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60641 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -5075350.000000 Penalty: 5477.693848
	Iteration 69Q: 3 clusters Score -5075350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60649 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -5075358.500000 Penalty: 5477.693848
	Iteration 70Q: 3 clusters Score -5075358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60655 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -5075356.500000 Penalty: 5477.693848
	Iteration 71Q: 3 clusters Score -5075356 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60666 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -5075357.000000 Penalty: 5477.693848
	Iteration 72Q: 3 clusters Score -5075357 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60677 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -5075365.000000 Penalty: 5477.693848
	Iteration 73Q: 3 clusters Score -5075365 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60690 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -5075365.500000 Penalty: 5477.693848
	Iteration 74Q: 3 clusters Score -5075366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60700 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -5075377.500000 Penalty: 5477.693848
	Iteration 75Q: 3 clusters Score -5075378 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60709 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -5075368.500000 Penalty: 5477.693848
	Iteration 76Q: 3 clusters Score -5075368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60716 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -5075367.500000 Penalty: 5477.693848
	Iteration 77Q: 3 clusters Score -5075368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60719 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -5075374.500000 Penalty: 5477.693848
	Iteration 78Q: 3 clusters Score -5075374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60724 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -5075380.000000 Penalty: 5477.693848
	Iteration 79Q: 3 clusters Score -5075380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60724 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -5075380.000000 Penalty: 5477.693848
	Iteration 80F: 3 clusters Score -5075380 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (44234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44234 members 
Entering Unmasked Estep 
Score: -3473162.750000 Penalty: 2652.917969
	Iteration 0F: 2 clusters Score -3473163 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22029 members 
Mstep: Class 2 contains 22205 members 
Entering Unmasked Estep 
Score: -3443078.500000 Penalty: 5305.835938
	Iteration 0F: 3 clusters Score -3443078 nChanged 20355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21466 members 
Mstep: Class 2 contains 22768 members 
Entering Unmasked Estep 
Score: -3454268.750000 Penalty: 5305.835938
	Iteration 1F: 3 clusters Score -3454269 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21142 members 
Mstep: Class 2 contains 23092 members 
Entering Unmasked Estep 
Score: -3454862.500000 Penalty: 5305.835938
	Iteration 2Q: 3 clusters Score -3454862 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20768 members 
Mstep: Class 2 contains 23466 members 
Entering Unmasked Estep 
Score: -3455445.500000 Penalty: 5305.835938
	Iteration 3Q: 3 clusters Score -3455446 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20223 members 
Mstep: Class 2 contains 24011 members 
Entering Unmasked Estep 
Score: -3455976.250000 Penalty: 5305.835938
	Iteration 4Q: 3 clusters Score -3455976 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19524 members 
Mstep: Class 2 contains 24710 members 
Entering Unmasked Estep 
Score: -3456525.000000 Penalty: 5305.835938
	Iteration 5Q: 3 clusters Score -3456525 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18599 members 
Mstep: Class 2 contains 25635 members 
Entering Unmasked Estep 
Score: -3457175.000000 Penalty: 5305.835938
	Iteration 6Q: 3 clusters Score -3457175 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17387 members 
Mstep: Class 2 contains 26847 members 
Entering Unmasked Estep 
Score: -3457991.500000 Penalty: 5305.835938
	Iteration 7Q: 3 clusters Score -3457992 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15813 members 
Mstep: Class 2 contains 28421 members 
Entering Unmasked Estep 
Score: -3458979.000000 Penalty: 5305.835938
	Iteration 8Q: 3 clusters Score -3458979 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 30478 members 
Entering Unmasked Estep 
Score: -3460319.000000 Penalty: 5305.835938
	Iteration 9F: 3 clusters Score -3460319 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 32937 members 
Entering Unmasked Estep 
Score: -3462035.500000 Penalty: 5305.835938
	Iteration 10F: 3 clusters Score -3462036 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 35639 members 
Entering Unmasked Estep 
Score: -3464125.250000 Penalty: 5305.835938
	Iteration 11F: 3 clusters Score -3464125 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 38221 members 
Entering Unmasked Estep 
Score: -3466218.000000 Penalty: 5305.835938
	Iteration 12F: 3 clusters Score -3466218 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 40406 members 
Entering Unmasked Estep 
Score: -3468103.750000 Penalty: 5305.835938
	Iteration 13Q: 3 clusters Score -3468104 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 41905 members 
Entering Unmasked Estep 
Score: -3469379.250000 Penalty: 5305.835938
	Iteration 14Q: 3 clusters Score -3469379 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 42733 members 
Entering Unmasked Estep 
Score: -3470105.500000 Penalty: 5305.835938
	Iteration 15Q: 3 clusters Score -3470106 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 43146 members 
Entering Unmasked Estep 
Score: -3470484.000000 Penalty: 5305.835938
	Iteration 16Q: 3 clusters Score -3470484 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 43385 members 
Entering Unmasked Estep 
Score: -3470726.000000 Penalty: 5305.835938
	Iteration 17Q: 3 clusters Score -3470726 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 43501 members 
Entering Unmasked Estep 
Score: -3470822.000000 Penalty: 5305.835938
	Iteration 18Q: 3 clusters Score -3470822 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 43567 members 
Entering Unmasked Estep 
Score: -3470885.750000 Penalty: 5305.835938
	Iteration 19Q: 3 clusters Score -3470886 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 43607 members 
Entering Unmasked Estep 
Score: -3470920.750000 Penalty: 5305.835938
	Iteration 20F: 3 clusters Score -3470921 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 43637 members 
Entering Unmasked Estep 
Score: -3470948.750000 Penalty: 5305.835938
	Iteration 21Q: 3 clusters Score -3470949 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 43671 members 
Entering Unmasked Estep 
Score: -3470972.000000 Penalty: 5305.835938
	Iteration 22Q: 3 clusters Score -3470972 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 43690 members 
Entering Unmasked Estep 
Score: -3470997.000000 Penalty: 5305.835938
	Iteration 23Q: 3 clusters Score -3470997 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 43702 members 
Entering Unmasked Estep 
Score: -3471011.750000 Penalty: 5305.835938
	Iteration 24Q: 3 clusters Score -3471012 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 43716 members 
Entering Unmasked Estep 
Score: -3471030.500000 Penalty: 5305.835938
	Iteration 25Q: 3 clusters Score -3471030 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 43721 members 
Entering Unmasked Estep 
Score: -3471034.500000 Penalty: 5305.835938
	Iteration 26Q: 3 clusters Score -3471034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 43725 members 
Entering Unmasked Estep 
Score: -3471037.750000 Penalty: 5305.835938
	Iteration 27Q: 3 clusters Score -3471038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 43727 members 
Entering Unmasked Estep 
Score: -3471038.750000 Penalty: 5305.835938
	Iteration 28Q: 3 clusters Score -3471039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 43728 members 
Entering Unmasked Estep 
Score: -3471039.250000 Penalty: 5305.835938
	Iteration 29Q: 3 clusters Score -3471039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 43729 members 
Entering Unmasked Estep 
Score: -3471039.500000 Penalty: 5305.835938
	Iteration 30Q: 3 clusters Score -3471040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 43729 members 
Entering Unmasked Estep 
Score: -3471039.500000 Penalty: 5305.835938
	Iteration 31F: 3 clusters Score -3471040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 8435 members 
Mstep: Class 3 contains 22573 members 
Mstep: Class 4 contains 9425 members 
Mstep: Class 5 contains 9421 members 
Mstep: Class 6 contains 77936 members 
Mstep: Class 7 contains 9727 members 
Mstep: Class 8 contains 2295 members 
Mstep: Class 9 contains 58517 members 
Mstep: Class 10 contains 16927 members 
Mstep: Class 11 contains 152468 members 
Mstep: Class 12 contains 27421 members 
Mstep: Class 13 contains 6021 members 
Mstep: Class 14 contains 10071 members 
Mstep: Class 15 contains 2612 members 
Mstep: Class 16 contains 45361 members 
Mstep: Class 17 contains 6067 members 
Mstep: Class 18 contains 10697 members 
Mstep: Class 19 contains 38355 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 16619 members 
Mstep: Class 22 contains 10079 members 
Mstep: Class 23 contains 8763 members 
Mstep: Class 24 contains 5355 members 
Mstep: Class 25 contains 29815 members 
Mstep: Class 26 contains 24933 members 
Mstep: Class 27 contains 18640 members 
Mstep: Class 28 contains 178726 members 
Mstep: Class 29 contains 28368 members 
Mstep: Class 30 contains 2315 members 
Mstep: Class 31 contains 2335 members 
Mstep: Class 32 contains 8201 members 
Mstep: Class 33 contains 494732 members 
Mstep: Class 34 contains 62551 members 
Mstep: Class 35 contains 44234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111996848.000000 Penalty: 123221.835938
Iteration 479Q: 36 clusters Score -1.119968e+08 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 8435 members 
Mstep: Class 3 contains 22611 members 
Mstep: Class 4 contains 9423 members 
Mstep: Class 5 contains 9427 members 
Mstep: Class 6 contains 77946 members 
Mstep: Class 7 contains 9724 members 
Mstep: Class 8 contains 2295 members 
Mstep: Class 9 contains 58501 members 
Mstep: Class 10 contains 16926 members 
Mstep: Class 11 contains 152469 members 
Mstep: Class 12 contains 27422 members 
Mstep: Class 13 contains 6019 members 
Mstep: Class 14 contains 10071 members 
Mstep: Class 15 contains 2612 members 
Mstep: Class 16 contains 45362 members 
Mstep: Class 17 contains 6065 members 
Mstep: Class 18 contains 10697 members 
Mstep: Class 19 contains 38357 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 16616 members 
Mstep: Class 22 contains 10079 members 
Mstep: Class 23 contains 8763 members 
Mstep: Class 24 contains 5355 members 
Mstep: Class 25 contains 29812 members 
Mstep: Class 26 contains 24932 members 
Mstep: Class 27 contains 18657 members 
Mstep: Class 28 contains 178834 members 
Mstep: Class 29 contains 28377 members 
Mstep: Class 30 contains 2315 members 
Mstep: Class 31 contains 2335 members 
Mstep: Class 32 contains 8201 members 
Mstep: Class 33 contains 494563 members 
Mstep: Class 34 contains 62561 members 
Mstep: Class 35 contains 44233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111996840.000000 Penalty: 123221.835938
Iteration 480F: 36 clusters Score -1.119968e+08 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 8435 members 
Mstep: Class 3 contains 22639 members 
Mstep: Class 4 contains 9419 members 
Mstep: Class 5 contains 9429 members 
Mstep: Class 6 contains 77958 members 
Mstep: Class 7 contains 9720 members 
Mstep: Class 8 contains 2295 members 
Mstep: Class 9 contains 58478 members 
Mstep: Class 10 contains 16927 members 
Mstep: Class 11 contains 152469 members 
Mstep: Class 12 contains 27420 members 
Mstep: Class 13 contains 6019 members 
Mstep: Class 14 contains 10072 members 
Mstep: Class 15 contains 2612 members 
Mstep: Class 16 contains 45365 members 
Mstep: Class 17 contains 6064 members 
Mstep: Class 18 contains 10695 members 
Mstep: Class 19 contains 38355 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 16611 members 
Mstep: Class 22 contains 10079 members 
Mstep: Class 23 contains 8763 members 
Mstep: Class 24 contains 5355 members 
Mstep: Class 25 contains 29814 members 
Mstep: Class 26 contains 24934 members 
Mstep: Class 27 contains 18672 members 
Mstep: Class 28 contains 178936 members 
Mstep: Class 29 contains 28384 members 
Mstep: Class 30 contains 2315 members 
Mstep: Class 31 contains 2335 members 
Mstep: Class 32 contains 8201 members 
Mstep: Class 33 contains 494423 members 
Mstep: Class 34 contains 62567 members 
Mstep: Class 35 contains 44235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111996840.000000 Penalty: 123221.835938
Iteration 481Q: 36 clusters Score -1.119968e+08 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 8435 members 
Mstep: Class 3 contains 22660 members 
Mstep: Class 4 contains 9414 members 
Mstep: Class 5 contains 9434 members 
Mstep: Class 6 contains 77967 members 
Mstep: Class 7 contains 9719 members 
Mstep: Class 8 contains 2295 members 
Mstep: Class 9 contains 58464 members 
Mstep: Class 10 contains 16926 members 
Mstep: Class 11 contains 152466 members 
Mstep: Class 12 contains 27416 members 
Mstep: Class 13 contains 6019 members 
Mstep: Class 14 contains 10072 members 
Mstep: Class 15 contains 2612 members 
Mstep: Class 16 contains 45371 members 
Mstep: Class 17 contains 6065 members 
Mstep: Class 18 contains 10694 members 
Mstep: Class 19 contains 38355 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 16608 members 
Mstep: Class 22 contains 10079 members 
Mstep: Class 23 contains 8763 members 
Mstep: Class 24 contains 5357 members 
Mstep: Class 25 contains 29811 members 
Mstep: Class 26 contains 24936 members 
Mstep: Class 27 contains 18693 members 
Mstep: Class 28 contains 179036 members 
Mstep: Class 29 contains 28392 members 
Mstep: Class 30 contains 2315 members 
Mstep: Class 31 contains 2335 members 
Mstep: Class 32 contains 8201 members 
Mstep: Class 33 contains 494277 members 
Mstep: Class 34 contains 62575 members 
Mstep: Class 35 contains 44233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111996800.000000 Penalty: 123221.835938
Iteration 482Q: 36 clusters Score -1.119968e+08 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 8435 members 
Mstep: Class 3 contains 22674 members 
Mstep: Class 4 contains 9415 members 
Mstep: Class 5 contains 9439 members 
Mstep: Class 6 contains 77967 members 
Mstep: Class 7 contains 9719 members 
Mstep: Class 8 contains 2295 members 
Mstep: Class 9 contains 58452 members 
Mstep: Class 10 contains 16926 members 
Mstep: Class 11 contains 152466 members 
Mstep: Class 12 contains 27412 members 
Mstep: Class 13 contains 6019 members 
Mstep: Class 14 contains 10072 members 
Mstep: Class 15 contains 2612 members 
Mstep: Class 16 contains 45374 members 
Mstep: Class 17 contains 6064 members 
Mstep: Class 18 contains 10692 members 
Mstep: Class 19 contains 38355 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 16603 members 
Mstep: Class 22 contains 10079 members 
Mstep: Class 23 contains 8763 members 
Mstep: Class 24 contains 5356 members 
Mstep: Class 25 contains 29812 members 
Mstep: Class 26 contains 24938 members 
Mstep: Class 27 contains 18715 members 
Mstep: Class 28 contains 179148 members 
Mstep: Class 29 contains 28403 members 
Mstep: Class 30 contains 2315 members 
Mstep: Class 31 contains 2335 members 
Mstep: Class 32 contains 8201 members 
Mstep: Class 33 contains 494127 members 
Mstep: Class 34 contains 62580 members 
Mstep: Class 35 contains 44232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111996824.000000 Penalty: 123221.835938
Iteration 483Q: 36 clusters Score -1.119968e+08 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 8435 members 
Mstep: Class 3 contains 22689 members 
Mstep: Class 4 contains 9413 members 
Mstep: Class 5 contains 9440 members 
Mstep: Class 6 contains 77972 members 
Mstep: Class 7 contains 9716 members 
Mstep: Class 8 contains 2295 members 
Mstep: Class 9 contains 58439 members 
Mstep: Class 10 contains 16925 members 
Mstep: Class 11 contains 152466 members 
Mstep: Class 12 contains 27407 members 
Mstep: Class 13 contains 6018 members 
Mstep: Class 14 contains 10072 members 
Mstep: Class 15 contains 2612 members 
Mstep: Class 16 contains 45380 members 
Mstep: Class 17 contains 6061 members 
Mstep: Class 18 contains 10693 members 
Mstep: Class 19 contains 38356 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 16597 members 
Mstep: Class 22 contains 10085 members 
Mstep: Class 23 contains 8763 members 
Mstep: Class 24 contains 5358 members 
Mstep: Class 25 contains 29811 members 
Mstep: Class 26 contains 24940 members 
Mstep: Class 27 contains 18737 members 
Mstep: Class 28 contains 179256 members 
Mstep: Class 29 contains 28410 members 
Mstep: Class 30 contains 2315 members 
Mstep: Class 31 contains 2336 members 
Mstep: Class 32 contains 8201 members 
Mstep: Class 33 contains 493977 members 
Mstep: Class 34 contains 62586 members 
Mstep: Class 35 contains 44234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111996752.000000 Penalty: 123221.835938
Iteration 484Q: 36 clusters Score -1.119968e+08 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 8435 members 
Mstep: Class 3 contains 22702 members 
Mstep: Class 4 contains 9412 members 
Mstep: Class 5 contains 9441 members 
Mstep: Class 6 contains 77976 members 
Mstep: Class 7 contains 9714 members 
Mstep: Class 8 contains 2295 members 
Mstep: Class 9 contains 58433 members 
Mstep: Class 10 contains 16922 members 
Mstep: Class 11 contains 152467 members 
Mstep: Class 12 contains 27400 members 
Mstep: Class 13 contains 6015 members 
Mstep: Class 14 contains 10072 members 
Mstep: Class 15 contains 2612 members 
Mstep: Class 16 contains 45385 members 
Mstep: Class 17 contains 6062 members 
Mstep: Class 18 contains 10690 members 
Mstep: Class 19 contains 38358 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 16596 members 
Mstep: Class 22 contains 10089 members 
Mstep: Class 23 contains 8763 members 
Mstep: Class 24 contains 5358 members 
Mstep: Class 25 contains 29811 members 
Mstep: Class 26 contains 24942 members 
Mstep: Class 27 contains 18762 members 
Mstep: Class 28 contains 179365 members 
Mstep: Class 29 contains 28413 members 
Mstep: Class 30 contains 2315 members 
Mstep: Class 31 contains 2336 members 
Mstep: Class 32 contains 8201 members 
Mstep: Class 33 contains 493827 members 
Mstep: Class 34 contains 62589 members 
Mstep: Class 35 contains 44237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111996936.000000 Penalty: 123221.835938
Iteration 485Q: 36 clusters Score -1.119969e+08 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 8435 members 
Mstep: Class 3 contains 22721 members 
Mstep: Class 4 contains 9413 members 
Mstep: Class 5 contains 9443 members 
Mstep: Class 6 contains 77986 members 
Mstep: Class 7 contains 9712 members 
Mstep: Class 8 contains 2295 members 
Mstep: Class 9 contains 58424 members 
Mstep: Class 10 contains 16921 members 
Mstep: Class 11 contains 152468 members 
Mstep: Class 12 contains 27394 members 
Mstep: Class 13 contains 6012 members 
Mstep: Class 14 contains 10073 members 
Mstep: Class 15 contains 2612 members 
Mstep: Class 16 contains 45390 members 
Mstep: Class 17 contains 6062 members 
Mstep: Class 18 contains 10689 members 
Mstep: Class 19 contains 38358 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 16595 members 
Mstep: Class 22 contains 10090 members 
Mstep: Class 23 contains 8763 members 
Mstep: Class 24 contains 5358 members 
Mstep: Class 25 contains 29812 members 
Mstep: Class 26 contains 24945 members 
Mstep: Class 27 contains 18791 members 
Mstep: Class 28 contains 179451 members 
Mstep: Class 29 contains 28416 members 
Mstep: Class 30 contains 2315 members 
Mstep: Class 31 contains 2336 members 
Mstep: Class 32 contains 8201 members 
Mstep: Class 33 contains 493682 members 
Mstep: Class 34 contains 62591 members 
Mstep: Class 35 contains 44241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111996920.000000 Penalty: 123221.835938
Iteration 486Q: 36 clusters Score -1.119969e+08 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 8435 members 
Mstep: Class 3 contains 22737 members 
Mstep: Class 4 contains 9411 members 
Mstep: Class 5 contains 9442 members 
Mstep: Class 6 contains 78005 members 
Mstep: Class 7 contains 9711 members 
Mstep: Class 8 contains 2295 members 
Mstep: Class 9 contains 58414 members 
Mstep: Class 10 contains 16919 members 
Mstep: Class 11 contains 152468 members 
Mstep: Class 12 contains 27391 members 
Mstep: Class 13 contains 6009 members 
Mstep: Class 14 contains 10073 members 
Mstep: Class 15 contains 2612 members 
Mstep: Class 16 contains 45393 members 
Mstep: Class 17 contains 6063 members 
Mstep: Class 18 contains 10690 members 
Mstep: Class 19 contains 38356 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 16592 members 
Mstep: Class 22 contains 10089 members 
Mstep: Class 23 contains 8763 members 
Mstep: Class 24 contains 5359 members 
Mstep: Class 25 contains 29807 members 
Mstep: Class 26 contains 24945 members 
Mstep: Class 27 contains 18815 members 
Mstep: Class 28 contains 179548 members 
Mstep: Class 29 contains 28420 members 
Mstep: Class 30 contains 2315 members 
Mstep: Class 31 contains 2336 members 
Mstep: Class 32 contains 8201 members 
Mstep: Class 33 contains 493540 members 
Mstep: Class 34 contains 62592 members 
Mstep: Class 35 contains 44249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111996904.000000 Penalty: 123221.835938
Iteration 487Q: 36 clusters Score -1.119969e+08 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 8435 members 
Mstep: Class 3 contains 22751 members 
Mstep: Class 4 contains 9412 members 
Mstep: Class 5 contains 9443 members 
Mstep: Class 6 contains 78013 members 
Mstep: Class 7 contains 9713 members 
Mstep: Class 8 contains 2295 members 
Mstep: Class 9 contains 58402 members 
Mstep: Class 10 contains 16918 members 
Mstep: Class 11 contains 152468 members 
Mstep: Class 12 contains 27389 members 
Mstep: Class 13 contains 6007 members 
Mstep: Class 14 contains 10074 members 
Mstep: Class 15 contains 2612 members 
Mstep: Class 16 contains 45392 members 
Mstep: Class 17 contains 6062 members 
Mstep: Class 18 contains 10690 members 
Mstep: Class 19 contains 38357 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 16590 members 
Mstep: Class 22 contains 10089 members 
Mstep: Class 23 contains 8763 members 
Mstep: Class 24 contains 5359 members 
Mstep: Class 25 contains 29804 members 
Mstep: Class 26 contains 24950 members 
Mstep: Class 27 contains 18840 members 
Mstep: Class 28 contains 179633 members 
Mstep: Class 29 contains 28419 members 
Mstep: Class 30 contains 2315 members 
Mstep: Class 31 contains 2336 members 
Mstep: Class 32 contains 8201 members 
Mstep: Class 33 contains 493416 members 
Mstep: Class 34 contains 62595 members 
Mstep: Class 35 contains 44252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111996840.000000 Penalty: 123221.835938
Iteration 488Q: 36 clusters Score -1.119968e+08 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 8435 members 
Mstep: Class 3 contains 22767 members 
Mstep: Class 4 contains 9408 members 
Mstep: Class 5 contains 9446 members 
Mstep: Class 6 contains 78021 members 
Mstep: Class 7 contains 9712 members 
Mstep: Class 8 contains 2295 members 
Mstep: Class 9 contains 58392 members 
Mstep: Class 10 contains 16918 members 
Mstep: Class 11 contains 152468 members 
Mstep: Class 12 contains 27388 members 
Mstep: Class 13 contains 6006 members 
Mstep: Class 14 contains 10074 members 
Mstep: Class 15 contains 2612 members 
Mstep: Class 16 contains 45393 members 
Mstep: Class 17 contains 6062 members 
Mstep: Class 18 contains 10690 members 
Mstep: Class 19 contains 38354 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 16586 members 
Mstep: Class 22 contains 10090 members 
Mstep: Class 23 contains 8763 members 
Mstep: Class 24 contains 5359 members 
Mstep: Class 25 contains 29799 members 
Mstep: Class 26 contains 24950 members 
Mstep: Class 27 contains 18871 members 
Mstep: Class 28 contains 179722 members 
Mstep: Class 29 contains 28420 members 
Mstep: Class 30 contains 2315 members 
Mstep: Class 31 contains 2336 members 
Mstep: Class 32 contains 8201 members 
Mstep: Class 33 contains 493287 members 
Mstep: Class 34 contains 62601 members 
Mstep: Class 35 contains 44254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111996832.000000 Penalty: 123221.835938
Iteration 489Q: 36 clusters Score -1.119968e+08 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 8435 members 
Mstep: Class 3 contains 22775 members 
Mstep: Class 4 contains 9410 members 
Mstep: Class 5 contains 9447 members 
Mstep: Class 6 contains 78026 members 
Mstep: Class 7 contains 9711 members 
Mstep: Class 8 contains 2295 members 
Mstep: Class 9 contains 58383 members 
Mstep: Class 10 contains 16918 members 
Mstep: Class 11 contains 152468 members 
Mstep: Class 12 contains 27389 members 
Mstep: Class 13 contains 6006 members 
Mstep: Class 14 contains 10074 members 
Mstep: Class 15 contains 2612 members 
Mstep: Class 16 contains 45393 members 
Mstep: Class 17 contains 6063 members 
Mstep: Class 18 contains 10689 members 
Mstep: Class 19 contains 38356 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 16583 members 
Mstep: Class 22 contains 10092 members 
Mstep: Class 23 contains 8763 members 
Mstep: Class 24 contains 5358 members 
Mstep: Class 25 contains 29793 members 
Mstep: Class 26 contains 24951 members 
Mstep: Class 27 contains 18909 members 
Mstep: Class 28 contains 179829 members 
Mstep: Class 29 contains 28421 members 
Mstep: Class 30 contains 2315 members 
Mstep: Class 31 contains 2336 members 
Mstep: Class 32 contains 8201 members 
Mstep: Class 33 contains 493134 members 
Mstep: Class 34 contains 62603 members 
Mstep: Class 35 contains 44257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111997000.000000 Penalty: 123221.835938
Iteration 490Q: 36 clusters Score -1.11997e+08 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 8435 members 
Mstep: Class 3 contains 22786 members 
Mstep: Class 4 contains 9413 members 
Mstep: Class 5 contains 9447 members 
Mstep: Class 6 contains 78030 members 
Mstep: Class 7 contains 9710 members 
Mstep: Class 8 contains 2296 members 
Mstep: Class 9 contains 58377 members 
Mstep: Class 10 contains 16917 members 
Mstep: Class 11 contains 152468 members 
Mstep: Class 12 contains 27389 members 
Mstep: Class 13 contains 6006 members 
Mstep: Class 14 contains 10075 members 
Mstep: Class 15 contains 2612 members 
Mstep: Class 16 contains 45393 members 
Mstep: Class 17 contains 6063 members 
Mstep: Class 18 contains 10688 members 
Mstep: Class 19 contains 38354 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 16584 members 
Mstep: Class 22 contains 10093 members 
Mstep: Class 23 contains 8763 members 
Mstep: Class 24 contains 5358 members 
Mstep: Class 25 contains 29789 members 
Mstep: Class 26 contains 24951 members 
Mstep: Class 27 contains 18945 members 
Mstep: Class 28 contains 179946 members 
Mstep: Class 29 contains 28427 members 
Mstep: Class 30 contains 2313 members 
Mstep: Class 31 contains 2336 members 
Mstep: Class 32 contains 8201 members 
Mstep: Class 33 contains 492965 members 
Mstep: Class 34 contains 62604 members 
Mstep: Class 35 contains 44261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111997104.000000 Penalty: 123221.835938
Iteration 491Q: 36 clusters Score -1.119971e+08 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 8435 members 
Mstep: Class 3 contains 22803 members 
Mstep: Class 4 contains 9414 members 
Mstep: Class 5 contains 9452 members 
Mstep: Class 6 contains 78033 members 
Mstep: Class 7 contains 9708 members 
Mstep: Class 8 contains 2296 members 
Mstep: Class 9 contains 58368 members 
Mstep: Class 10 contains 16916 members 
Mstep: Class 11 contains 152468 members 
Mstep: Class 12 contains 27389 members 
Mstep: Class 13 contains 6006 members 
Mstep: Class 14 contains 10075 members 
Mstep: Class 15 contains 2612 members 
Mstep: Class 16 contains 45393 members 
Mstep: Class 17 contains 6063 members 
Mstep: Class 18 contains 10687 members 
Mstep: Class 19 contains 38356 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 16581 members 
Mstep: Class 22 contains 10094 members 
Mstep: Class 23 contains 8763 members 
Mstep: Class 24 contains 5358 members 
Mstep: Class 25 contains 29779 members 
Mstep: Class 26 contains 24950 members 
Mstep: Class 27 contains 18977 members 
Mstep: Class 28 contains 180061 members 
Mstep: Class 29 contains 28440 members 
Mstep: Class 30 contains 2313 members 
Mstep: Class 31 contains 2336 members 
Mstep: Class 32 contains 8201 members 
Mstep: Class 33 contains 492796 members 
Mstep: Class 34 contains 62608 members 
Mstep: Class 35 contains 44264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111997064.000000 Penalty: 123221.835938
Iteration 492Q: 36 clusters Score -1.119971e+08 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 8435 members 
Mstep: Class 3 contains 22821 members 
Mstep: Class 4 contains 9414 members 
Mstep: Class 5 contains 9457 members 
Mstep: Class 6 contains 78044 members 
Mstep: Class 7 contains 9707 members 
Mstep: Class 8 contains 2296 members 
Mstep: Class 9 contains 58357 members 
Mstep: Class 10 contains 16916 members 
Mstep: Class 11 contains 152471 members 
Mstep: Class 12 contains 27388 members 
Mstep: Class 13 contains 6006 members 
Mstep: Class 14 contains 10075 members 
Mstep: Class 15 contains 2612 members 
Mstep: Class 16 contains 45393 members 
Mstep: Class 17 contains 6063 members 
Mstep: Class 18 contains 10688 members 
Mstep: Class 19 contains 38366 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 16580 members 
Mstep: Class 22 contains 10096 members 
Mstep: Class 23 contains 8763 members 
Mstep: Class 24 contains 5358 members 
Mstep: Class 25 contains 29772 members 
Mstep: Class 26 contains 24950 members 
Mstep: Class 27 contains 19009 members 
Mstep: Class 28 contains 180162 members 
Mstep: Class 29 contains 28449 members 
Mstep: Class 30 contains 2313 members 
Mstep: Class 31 contains 2336 members 
Mstep: Class 32 contains 8201 members 
Mstep: Class 33 contains 492620 members 
Mstep: Class 34 contains 62613 members 
Mstep: Class 35 contains 44266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111997096.000000 Penalty: 123221.835938
Iteration 493Q: 36 clusters Score -1.119971e+08 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 8435 members 
Mstep: Class 3 contains 22842 members 
Mstep: Class 4 contains 9412 members 
Mstep: Class 5 contains 9456 members 
Mstep: Class 6 contains 78054 members 
Mstep: Class 7 contains 9706 members 
Mstep: Class 8 contains 2296 members 
Mstep: Class 9 contains 58353 members 
Mstep: Class 10 contains 16913 members 
Mstep: Class 11 contains 152472 members 
Mstep: Class 12 contains 27388 members 
Mstep: Class 13 contains 6006 members 
Mstep: Class 14 contains 10075 members 
Mstep: Class 15 contains 2612 members 
Mstep: Class 16 contains 45392 members 
Mstep: Class 17 contains 6063 members 
Mstep: Class 18 contains 10688 members 
Mstep: Class 19 contains 38371 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 16577 members 
Mstep: Class 22 contains 10098 members 
Mstep: Class 23 contains 8763 members 
Mstep: Class 24 contains 5359 members 
Mstep: Class 25 contains 29763 members 
Mstep: Class 26 contains 24954 members 
Mstep: Class 27 contains 19039 members 
Mstep: Class 28 contains 180254 members 
Mstep: Class 29 contains 28455 members 
Mstep: Class 30 contains 2313 members 
Mstep: Class 31 contains 2336 members 
Mstep: Class 32 contains 8201 members 
Mstep: Class 33 contains 492457 members 
Mstep: Class 34 contains 62624 members 
Mstep: Class 35 contains 44271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111997080.000000 Penalty: 123221.835938
Iteration 494Q: 36 clusters Score -1.119971e+08 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 8435 members 
Mstep: Class 3 contains 22845 members 
Mstep: Class 4 contains 9414 members 
Mstep: Class 5 contains 9456 members 
Mstep: Class 6 contains 78060 members 
Mstep: Class 7 contains 9704 members 
Mstep: Class 8 contains 2296 members 
Mstep: Class 9 contains 58344 members 
Mstep: Class 10 contains 16910 members 
Mstep: Class 11 contains 152472 members 
Mstep: Class 12 contains 27388 members 
Mstep: Class 13 contains 6006 members 
Mstep: Class 14 contains 10075 members 
Mstep: Class 15 contains 2612 members 
Mstep: Class 16 contains 45391 members 
Mstep: Class 17 contains 6063 members 
Mstep: Class 18 contains 10687 members 
Mstep: Class 19 contains 38377 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 16579 members 
Mstep: Class 22 contains 10100 members 
Mstep: Class 23 contains 8763 members 
Mstep: Class 24 contains 5359 members 
Mstep: Class 25 contains 29759 members 
Mstep: Class 26 contains 24960 members 
Mstep: Class 27 contains 19070 members 
Mstep: Class 28 contains 180348 members 
Mstep: Class 29 contains 28461 members 
Mstep: Class 30 contains 2313 members 
Mstep: Class 31 contains 2336 members 
Mstep: Class 32 contains 8201 members 
Mstep: Class 33 contains 492317 members 
Mstep: Class 34 contains 62629 members 
Mstep: Class 35 contains 44270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111997040.000000 Penalty: 123221.835938
Iteration 495Q: 36 clusters Score -1.11997e+08 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 8435 members 
Mstep: Class 3 contains 22852 members 
Mstep: Class 4 contains 9414 members 
Mstep: Class 5 contains 9458 members 
Mstep: Class 6 contains 78064 members 
Mstep: Class 7 contains 9703 members 
Mstep: Class 8 contains 2296 members 
Mstep: Class 9 contains 58328 members 
Mstep: Class 10 contains 16909 members 
Mstep: Class 11 contains 152473 members 
Mstep: Class 12 contains 27388 members 
Mstep: Class 13 contains 6006 members 
Mstep: Class 14 contains 10075 members 
Mstep: Class 15 contains 2612 members 
Mstep: Class 16 contains 45391 members 
Mstep: Class 17 contains 6063 members 
Mstep: Class 18 contains 10686 members 
Mstep: Class 19 contains 38382 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 16582 members 
Mstep: Class 22 contains 10100 members 
Mstep: Class 23 contains 8763 members 
Mstep: Class 24 contains 5359 members 
Mstep: Class 25 contains 29753 members 
Mstep: Class 26 contains 24962 members 
Mstep: Class 27 contains 19091 members 
Mstep: Class 28 contains 180426 members 
Mstep: Class 29 contains 28468 members 
Mstep: Class 30 contains 2313 members 
Mstep: Class 31 contains 2336 members 
Mstep: Class 32 contains 8201 members 
Mstep: Class 33 contains 492207 members 
Mstep: Class 34 contains 62636 members 
Mstep: Class 35 contains 44271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111996864.000000 Penalty: 123221.835938
Iteration 496Q: 36 clusters Score -1.119969e+08 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 8435 members 
Mstep: Class 3 contains 22857 members 
Mstep: Class 4 contains 9421 members 
Mstep: Class 5 contains 9460 members 
Mstep: Class 6 contains 78066 members 
Mstep: Class 7 contains 9703 members 
Mstep: Class 8 contains 2296 members 
Mstep: Class 9 contains 58310 members 
Mstep: Class 10 contains 16908 members 
Mstep: Class 11 contains 152474 members 
Mstep: Class 12 contains 27388 members 
Mstep: Class 13 contains 6006 members 
Mstep: Class 14 contains 10075 members 
Mstep: Class 15 contains 2612 members 
Mstep: Class 16 contains 45391 members 
Mstep: Class 17 contains 6061 members 
Mstep: Class 18 contains 10687 members 
Mstep: Class 19 contains 38382 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 16583 members 
Mstep: Class 22 contains 10101 members 
Mstep: Class 23 contains 8763 members 
Mstep: Class 24 contains 5359 members 
Mstep: Class 25 contains 29757 members 
Mstep: Class 26 contains 24964 members 
Mstep: Class 27 contains 19108 members 
Mstep: Class 28 contains 180502 members 
Mstep: Class 29 contains 28474 members 
Mstep: Class 30 contains 2313 members 
Mstep: Class 31 contains 2336 members 
Mstep: Class 32 contains 8201 members 
Mstep: Class 33 contains 492100 members 
Mstep: Class 34 contains 62641 members 
Mstep: Class 35 contains 44272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111996952.000000 Penalty: 123221.835938
Iteration 497Q: 36 clusters Score -1.11997e+08 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 8435 members 
Mstep: Class 3 contains 22870 members 
Mstep: Class 4 contains 9421 members 
Mstep: Class 5 contains 9463 members 
Mstep: Class 6 contains 78071 members 
Mstep: Class 7 contains 9706 members 
Mstep: Class 8 contains 2296 members 
Mstep: Class 9 contains 58299 members 
Mstep: Class 10 contains 16907 members 
Mstep: Class 11 contains 152477 members 
Mstep: Class 12 contains 27388 members 
Mstep: Class 13 contains 6006 members 
Mstep: Class 14 contains 10075 members 
Mstep: Class 15 contains 2612 members 
Mstep: Class 16 contains 45392 members 
Mstep: Class 17 contains 6057 members 
Mstep: Class 18 contains 10686 members 
Mstep: Class 19 contains 38381 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 16578 members 
Mstep: Class 22 contains 10102 members 
Mstep: Class 23 contains 8763 members 
Mstep: Class 24 contains 5359 members 
Mstep: Class 25 contains 29757 members 
Mstep: Class 26 contains 24966 members 
Mstep: Class 27 contains 19124 members 
Mstep: Class 28 contains 180587 members 
Mstep: Class 29 contains 28482 members 
Mstep: Class 30 contains 2313 members 
Mstep: Class 31 contains 2336 members 
Mstep: Class 32 contains 8201 members 
Mstep: Class 33 contains 491978 members 
Mstep: Class 34 contains 62641 members 
Mstep: Class 35 contains 44278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111996880.000000 Penalty: 123221.835938
Iteration 498Q: 36 clusters Score -1.119969e+08 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 8435 members 
Mstep: Class 3 contains 22878 members 
Mstep: Class 4 contains 9421 members 
Mstep: Class 5 contains 9466 members 
Mstep: Class 6 contains 78075 members 
Mstep: Class 7 contains 9708 members 
Mstep: Class 8 contains 2296 members 
Mstep: Class 9 contains 58289 members 
Mstep: Class 10 contains 16907 members 
Mstep: Class 11 contains 152477 members 
Mstep: Class 12 contains 27388 members 
Mstep: Class 13 contains 6006 members 
Mstep: Class 14 contains 10075 members 
Mstep: Class 15 contains 2612 members 
Mstep: Class 16 contains 45393 members 
Mstep: Class 17 contains 6056 members 
Mstep: Class 18 contains 10685 members 
Mstep: Class 19 contains 38380 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 16576 members 
Mstep: Class 22 contains 10103 members 
Mstep: Class 23 contains 8763 members 
Mstep: Class 24 contains 5359 members 
Mstep: Class 25 contains 29755 members 
Mstep: Class 26 contains 24967 members 
Mstep: Class 27 contains 19137 members 
Mstep: Class 28 contains 180668 members 
Mstep: Class 29 contains 28490 members 
Mstep: Class 30 contains 2313 members 
Mstep: Class 31 contains 2336 members 
Mstep: Class 32 contains 8201 members 
Mstep: Class 33 contains 491865 members 
Mstep: Class 34 contains 62645 members 
Mstep: Class 35 contains 44281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111996832.000000 Penalty: 123221.835938
Iteration 499Q: 36 clusters Score -1.119968e+08 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 8435 members 
Mstep: Class 3 contains 22885 members 
Mstep: Class 4 contains 9423 members 
Mstep: Class 5 contains 9470 members 
Mstep: Class 6 contains 78080 members 
Mstep: Class 7 contains 9707 members 
Mstep: Class 8 contains 2295 members 
Mstep: Class 9 contains 58276 members 
Mstep: Class 10 contains 16906 members 
Mstep: Class 11 contains 152477 members 
Mstep: Class 12 contains 27388 members 
Mstep: Class 13 contains 6006 members 
Mstep: Class 14 contains 10076 members 
Mstep: Class 15 contains 2612 members 
Mstep: Class 16 contains 45395 members 
Mstep: Class 17 contains 6058 members 
Mstep: Class 18 contains 10684 members 
Mstep: Class 19 contains 38381 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 16573 members 
Mstep: Class 22 contains 10103 members 
Mstep: Class 23 contains 8763 members 
Mstep: Class 24 contains 5359 members 
Mstep: Class 25 contains 29754 members 
Mstep: Class 26 contains 24967 members 
Mstep: Class 27 contains 19152 members 
Mstep: Class 28 contains 180735 members 
Mstep: Class 29 contains 28496 members 
Mstep: Class 30 contains 2313 members 
Mstep: Class 31 contains 2336 members 
Mstep: Class 32 contains 8201 members 
Mstep: Class 33 contains 491773 members 
Mstep: Class 34 contains 62647 members 
Mstep: Class 35 contains 44279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111996776.000000 Penalty: 123221.835938
Iteration 500F: 36 clusters Score -1.119968e+08 nChanged 167
Maximum iterations exceeded
21->36 Clusters: Score -111996776.000000, best is -111988864.000000
THE BEST YET!

Starting from 22 clusters...
--- Clustering full data set of 1463094 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69938 members 
Mstep: Class 2 contains 69791 members 
Mstep: Class 3 contains 69450 members 
Mstep: Class 4 contains 69586 members 
Mstep: Class 5 contains 69677 members 
Mstep: Class 6 contains 69659 members 
Mstep: Class 7 contains 69507 members 
Mstep: Class 8 contains 69303 members 
Mstep: Class 9 contains 69712 members 
Mstep: Class 10 contains 69605 members 
Mstep: Class 11 contains 70089 members 
Mstep: Class 12 contains 69690 members 
Mstep: Class 13 contains 69542 members 
Mstep: Class 14 contains 69686 members 
Mstep: Class 15 contains 70132 members 
Mstep: Class 16 contains 69280 members 
Mstep: Class 17 contains 69599 members 
Mstep: Class 18 contains 69915 members 
Mstep: Class 19 contains 69496 members 
Mstep: Class 20 contains 69450 members 
Mstep: Class 21 contains 69987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 1250.719604 but Gain 3520.625000
Score: -104263680.000000 Penalty: 70412.476562
Iteration 0F: 21 clusters Score -1.042637e+08 nChanged 1385086
Entering Unmasked Mstep 
Mstep: Class 0 contains 359 members 
Mstep: Class 1 contains 63650 members 
Mstep: Class 2 contains 86315 members 
Mstep: Class 3 contains 32385 members 
Mstep: Class 5 contains 71408 members 
Mstep: Class 6 contains 60862 members 
Mstep: Class 7 contains 54595 members 
Mstep: Class 8 contains 55590 members 
Mstep: Class 9 contains 225695 members 
Mstep: Class 10 contains 68999 members 
Mstep: Class 11 contains 92414 members 
Mstep: Class 12 contains 81892 members 
Mstep: Class 13 contains 67210 members 
Mstep: Class 14 contains 57146 members 
Mstep: Class 15 contains 49510 members 
Mstep: Class 16 contains 36483 members 
Mstep: Class 17 contains 56901 members 
Mstep: Class 18 contains 85262 members 
Mstep: Class 19 contains 78910 members 
Mstep: Class 20 contains 57305 members 
Mstep: Class 21 contains 80203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108768320.000000 Penalty: 70412.476562
Iteration 1F: 21 clusters Score -1.087683e+08 nChanged 549329
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 73873 members 
Mstep: Class 2 contains 92094 members 
Mstep: Class 3 contains 19425 members 
Mstep: Class 5 contains 68303 members 
Mstep: Class 6 contains 78198 members 
Mstep: Class 7 contains 29458 members 
Mstep: Class 8 contains 43409 members 
Mstep: Class 9 contains 278742 members 
Mstep: Class 10 contains 68104 members 
Mstep: Class 11 contains 82894 members 
Mstep: Class 12 contains 88270 members 
Mstep: Class 13 contains 62427 members 
Mstep: Class 14 contains 49089 members 
Mstep: Class 15 contains 28912 members 
Mstep: Class 16 contains 23898 members 
Mstep: Class 17 contains 52070 members 
Mstep: Class 18 contains 82256 members 
Mstep: Class 19 contains 106458 members 
Mstep: Class 20 contains 46874 members 
Mstep: Class 21 contains 88219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109961552.000000 Penalty: 70412.476562
Iteration 2F: 21 clusters Score -1.099616e+08 nChanged 426879
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 97190 members 
Mstep: Class 2 contains 85952 members 
Mstep: Class 3 contains 14692 members 
Mstep: Class 5 contains 60068 members 
Mstep: Class 6 contains 88473 members 
Mstep: Class 7 contains 14572 members 
Mstep: Class 8 contains 30189 members 
Mstep: Class 9 contains 353066 members 
Mstep: Class 10 contains 57767 members 
Mstep: Class 11 contains 89335 members 
Mstep: Class 12 contains 90148 members 
Mstep: Class 13 contains 43079 members 
Mstep: Class 14 contains 36884 members 
Mstep: Class 15 contains 15167 members 
Mstep: Class 16 contains 23534 members 
Mstep: Class 17 contains 40281 members 
Mstep: Class 18 contains 59777 members 
Mstep: Class 19 contains 116454 members 
Mstep: Class 20 contains 46213 members 
Mstep: Class 21 contains 100201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110667432.000000 Penalty: 70412.476562
Iteration 3F: 21 clusters Score -1.106674e+08 nChanged 310801
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 108400 members 
Mstep: Class 2 contains 68914 members 
Mstep: Class 3 contains 13572 members 
Mstep: Class 5 contains 54980 members 
Mstep: Class 6 contains 87251 members 
Mstep: Class 7 contains 11478 members 
Mstep: Class 8 contains 24035 members 
Mstep: Class 9 contains 442753 members 
Mstep: Class 10 contains 45593 members 
Mstep: Class 11 contains 99168 members 
Mstep: Class 12 contains 96846 members 
Mstep: Class 13 contains 25243 members 
Mstep: Class 14 contains 21632 members 
Mstep: Class 15 contains 7099 members 
Mstep: Class 16 contains 25056 members 
Mstep: Class 17 contains 25907 members 
Mstep: Class 18 contains 38214 members 
Mstep: Class 19 contains 112788 members 
Mstep: Class 20 contains 45252 members 
Mstep: Class 21 contains 108873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111071000.000000 Penalty: 70412.476562
Iteration 4F: 21 clusters Score -1.11071e+08 nChanged 225812
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 110311 members 
Mstep: Class 2 contains 53780 members 
Mstep: Class 3 contains 13967 members 
Mstep: Class 5 contains 52323 members 
Mstep: Class 6 contains 85195 members 
Mstep: Class 7 contains 11439 members 
Mstep: Class 8 contains 23012 members 
Mstep: Class 9 contains 541675 members 
Mstep: Class 10 contains 35052 members 
Mstep: Class 11 contains 102695 members 
Mstep: Class 12 contains 101459 members 
Mstep: Class 13 contains 14864 members 
Mstep: Class 14 contains 10170 members 
Mstep: Class 15 contains 4217 members 
Mstep: Class 16 contains 25701 members 
Mstep: Class 17 contains 15653 members 
Mstep: Class 18 contains 24522 members 
Mstep: Class 19 contains 89940 members 
Mstep: Class 20 contains 42987 members 
Mstep: Class 21 contains 104102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 3504.580078 but Gain 3520.625000
Score: -111300688.000000 Penalty: 66891.851562
Iteration 5F: 20 clusters Score -1.113007e+08 nChanged 169293
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 108481 members 
Mstep: Class 2 contains 45501 members 
Mstep: Class 3 contains 14000 members 
Mstep: Class 5 contains 50383 members 
Mstep: Class 6 contains 88725 members 
Mstep: Class 7 contains 11762 members 
Mstep: Class 8 contains 24112 members 
Mstep: Class 9 contains 632707 members 
Mstep: Class 10 contains 27640 members 
Mstep: Class 11 contains 103053 members 
Mstep: Class 12 contains 100905 members 
Mstep: Class 13 contains 9782 members 
Mstep: Class 15 contains 3425 members 
Mstep: Class 16 contains 25311 members 
Mstep: Class 17 contains 9383 members 
Mstep: Class 18 contains 17670 members 
Mstep: Class 19 contains 59395 members 
Mstep: Class 20 contains 40650 members 
Mstep: Class 21 contains 90179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111448168.000000 Penalty: 66891.851562
Iteration 6F: 20 clusters Score -1.114482e+08 nChanged 118552
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 105291 members 
Mstep: Class 2 contains 42159 members 
Mstep: Class 3 contains 13791 members 
Mstep: Class 5 contains 45284 members 
Mstep: Class 6 contains 98124 members 
Mstep: Class 7 contains 11934 members 
Mstep: Class 8 contains 25649 members 
Mstep: Class 9 contains 696129 members 
Mstep: Class 10 contains 21517 members 
Mstep: Class 11 contains 101872 members 
Mstep: Class 12 contains 97235 members 
Mstep: Class 13 contains 7766 members 
Mstep: Class 15 contains 3262 members 
Mstep: Class 16 contains 24557 members 
Mstep: Class 17 contains 6225 members 
Mstep: Class 18 contains 14010 members 
Mstep: Class 19 contains 34760 members 
Mstep: Class 20 contains 38551 members 
Mstep: Class 21 contains 74949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111542528.000000 Penalty: 66891.851562
Iteration 7F: 20 clusters Score -1.115425e+08 nChanged 85298
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 102128 members 
Mstep: Class 2 contains 40912 members 
Mstep: Class 3 contains 13513 members 
Mstep: Class 5 contains 37260 members 
Mstep: Class 6 contains 112189 members 
Mstep: Class 7 contains 12067 members 
Mstep: Class 8 contains 27192 members 
Mstep: Class 9 contains 734351 members 
Mstep: Class 10 contains 16231 members 
Mstep: Class 11 contains 100914 members 
Mstep: Class 12 contains 94148 members 
Mstep: Class 13 contains 7566 members 
Mstep: Class 15 contains 3391 members 
Mstep: Class 16 contains 24202 members 
Mstep: Class 17 contains 4699 members 
Mstep: Class 18 contains 11812 members 
Mstep: Class 19 contains 21299 members 
Mstep: Class 20 contains 36740 members 
Mstep: Class 21 contains 62452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111606432.000000 Penalty: 66891.851562
Iteration 8F: 20 clusters Score -1.116064e+08 nChanged 60832
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 99533 members 
Mstep: Class 2 contains 40461 members 
Mstep: Class 3 contains 13300 members 
Mstep: Class 5 contains 28266 members 
Mstep: Class 6 contains 126729 members 
Mstep: Class 7 contains 12192 members 
Mstep: Class 8 contains 28589 members 
Mstep: Class 9 contains 754326 members 
Mstep: Class 10 contains 11998 members 
Mstep: Class 11 contains 100013 members 
Mstep: Class 12 contains 93508 members 
Mstep: Class 13 contains 8064 members 
Mstep: Class 15 contains 3651 members 
Mstep: Class 16 contains 24120 members 
Mstep: Class 17 contains 3858 members 
Mstep: Class 18 contains 10445 members 
Mstep: Class 19 contains 16170 members 
Mstep: Class 20 contains 35190 members 
Mstep: Class 21 contains 52654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111648784.000000 Penalty: 66891.851562
Iteration 9Q: 20 clusters Score -1.116488e+08 nChanged 45721
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 97427 members 
Mstep: Class 2 contains 40200 members 
Mstep: Class 3 contains 13190 members 
Mstep: Class 5 contains 20277 members 
Mstep: Class 6 contains 138490 members 
Mstep: Class 7 contains 12285 members 
Mstep: Class 8 contains 30012 members 
Mstep: Class 9 contains 764214 members 
Mstep: Class 10 contains 9085 members 
Mstep: Class 11 contains 99065 members 
Mstep: Class 12 contains 94780 members 
Mstep: Class 13 contains 8726 members 
Mstep: Class 15 contains 4019 members 
Mstep: Class 16 contains 24281 members 
Mstep: Class 17 contains 3360 members 
Mstep: Class 18 contains 9573 members 
Mstep: Class 19 contains 15146 members 
Mstep: Class 20 contains 33936 members 
Mstep: Class 21 contains 45002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111676896.000000 Penalty: 66891.851562
Iteration 10Q: 20 clusters Score -1.116769e+08 nChanged 35816
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 95624 members 
Mstep: Class 2 contains 39930 members 
Mstep: Class 3 contains 13162 members 
Mstep: Class 5 contains 14438 members 
Mstep: Class 6 contains 146760 members 
Mstep: Class 7 contains 12429 members 
Mstep: Class 8 contains 31408 members 
Mstep: Class 9 contains 769245 members 
Mstep: Class 10 contains 7121 members 
Mstep: Class 11 contains 97963 members 
Mstep: Class 12 contains 96715 members 
Mstep: Class 13 contains 9364 members 
Mstep: Class 15 contains 4488 members 
Mstep: Class 16 contains 24627 members 
Mstep: Class 17 contains 3046 members 
Mstep: Class 18 contains 9020 members 
Mstep: Class 19 contains 15883 members 
Mstep: Class 20 contains 32829 members 
Mstep: Class 21 contains 39016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111696144.000000 Penalty: 66891.851562
Iteration 11Q: 20 clusters Score -1.116961e+08 nChanged 28722
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 93930 members 
Mstep: Class 2 contains 39504 members 
Mstep: Class 3 contains 13169 members 
Mstep: Class 5 contains 10912 members 
Mstep: Class 6 contains 151877 members 
Mstep: Class 7 contains 12607 members 
Mstep: Class 8 contains 32787 members 
Mstep: Class 9 contains 771509 members 
Mstep: Class 10 contains 5820 members 
Mstep: Class 11 contains 96799 members 
Mstep: Class 12 contains 98921 members 
Mstep: Class 13 contains 9992 members 
Mstep: Class 15 contains 5148 members 
Mstep: Class 16 contains 24946 members 
Mstep: Class 17 contains 2820 members 
Mstep: Class 18 contains 8693 members 
Mstep: Class 19 contains 17501 members 
Mstep: Class 20 contains 31859 members 
Mstep: Class 21 contains 34274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111709968.000000 Penalty: 66891.851562
Iteration 12Q: 20 clusters Score -1.1171e+08 nChanged 23926
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 92276 members 
Mstep: Class 2 contains 38839 members 
Mstep: Class 3 contains 13227 members 
Mstep: Class 5 contains 9269 members 
Mstep: Class 6 contains 154781 members 
Mstep: Class 7 contains 12724 members 
Mstep: Class 8 contains 34252 members 
Mstep: Class 9 contains 772302 members 
Mstep: Class 10 contains 5031 members 
Mstep: Class 11 contains 95727 members 
Mstep: Class 12 contains 100853 members 
Mstep: Class 13 contains 10535 members 
Mstep: Class 15 contains 5906 members 
Mstep: Class 16 contains 25222 members 
Mstep: Class 17 contains 2678 members 
Mstep: Class 18 contains 8549 members 
Mstep: Class 19 contains 19652 members 
Mstep: Class 20 contains 30985 members 
Mstep: Class 21 contains 30260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111721976.000000 Penalty: 66891.851562
Iteration 13Q: 20 clusters Score -1.11722e+08 nChanged 20785
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 90601 members 
Mstep: Class 2 contains 37988 members 
Mstep: Class 3 contains 13314 members 
Mstep: Class 5 contains 8862 members 
Mstep: Class 6 contains 156362 members 
Mstep: Class 7 contains 12810 members 
Mstep: Class 8 contains 35713 members 
Mstep: Class 9 contains 772201 members 
Mstep: Class 10 contains 4851 members 
Mstep: Class 11 contains 94734 members 
Mstep: Class 12 contains 102109 members 
Mstep: Class 13 contains 11064 members 
Mstep: Class 15 contains 6737 members 
Mstep: Class 16 contains 25381 members 
Mstep: Class 17 contains 2669 members 
Mstep: Class 18 contains 8503 members 
Mstep: Class 19 contains 22075 members 
Mstep: Class 20 contains 30300 members 
Mstep: Class 21 contains 26793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111731800.000000 Penalty: 66891.851562
Iteration 14Q: 20 clusters Score -1.117318e+08 nChanged 18784
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 88984 members 
Mstep: Class 2 contains 37013 members 
Mstep: Class 3 contains 13397 members 
Mstep: Class 5 contains 8877 members 
Mstep: Class 6 contains 157213 members 
Mstep: Class 7 contains 12789 members 
Mstep: Class 8 contains 37166 members 
Mstep: Class 9 contains 771167 members 
Mstep: Class 10 contains 5216 members 
Mstep: Class 11 contains 93777 members 
Mstep: Class 12 contains 102894 members 
Mstep: Class 13 contains 11603 members 
Mstep: Class 15 contains 7659 members 
Mstep: Class 16 contains 25482 members 
Mstep: Class 17 contains 2769 members 
Mstep: Class 18 contains 8531 members 
Mstep: Class 19 contains 24779 members 
Mstep: Class 20 contains 29784 members 
Mstep: Class 21 contains 23967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111740936.000000 Penalty: 66891.851562
Iteration 15Q: 20 clusters Score -1.117409e+08 nChanged 17317
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 87428 members 
Mstep: Class 2 contains 35926 members 
Mstep: Class 3 contains 13439 members 
Mstep: Class 5 contains 8951 members 
Mstep: Class 6 contains 157694 members 
Mstep: Class 7 contains 12737 members 
Mstep: Class 8 contains 38599 members 
Mstep: Class 9 contains 769705 members 
Mstep: Class 10 contains 6038 members 
Mstep: Class 11 contains 92839 members 
Mstep: Class 12 contains 103489 members 
Mstep: Class 13 contains 12117 members 
Mstep: Class 15 contains 8699 members 
Mstep: Class 16 contains 25448 members 
Mstep: Class 17 contains 2912 members 
Mstep: Class 18 contains 8586 members 
Mstep: Class 19 contains 27389 members 
Mstep: Class 20 contains 29394 members 
Mstep: Class 21 contains 21678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111749104.000000 Penalty: 66891.851562
Iteration 16Q: 20 clusters Score -1.117491e+08 nChanged 16044
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 85958 members 
Mstep: Class 2 contains 34809 members 
Mstep: Class 3 contains 13471 members 
Mstep: Class 5 contains 9026 members 
Mstep: Class 6 contains 157946 members 
Mstep: Class 7 contains 12656 members 
Mstep: Class 8 contains 39903 members 
Mstep: Class 9 contains 767899 members 
Mstep: Class 10 contains 7254 members 
Mstep: Class 11 contains 91981 members 
Mstep: Class 12 contains 103778 members 
Mstep: Class 13 contains 12534 members 
Mstep: Class 15 contains 9777 members 
Mstep: Class 16 contains 25378 members 
Mstep: Class 17 contains 3017 members 
Mstep: Class 18 contains 8664 members 
Mstep: Class 19 contains 29944 members 
Mstep: Class 20 contains 29147 members 
Mstep: Class 21 contains 19927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111757344.000000 Penalty: 66891.851562
Iteration 17Q: 20 clusters Score -1.117573e+08 nChanged 14660
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 84633 members 
Mstep: Class 2 contains 33813 members 
Mstep: Class 3 contains 13538 members 
Mstep: Class 5 contains 9180 members 
Mstep: Class 6 contains 158081 members 
Mstep: Class 7 contains 12565 members 
Mstep: Class 8 contains 40977 members 
Mstep: Class 9 contains 765688 members 
Mstep: Class 10 contains 8722 members 
Mstep: Class 11 contains 91152 members 
Mstep: Class 12 contains 103829 members 
Mstep: Class 13 contains 12853 members 
Mstep: Class 15 contains 10709 members 
Mstep: Class 16 contains 25245 members 
Mstep: Class 17 contains 3184 members 
Mstep: Class 18 contains 8740 members 
Mstep: Class 19 contains 32264 members 
Mstep: Class 20 contains 29013 members 
Mstep: Class 21 contains 18883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111763672.000000 Penalty: 66891.851562
Iteration 18Q: 20 clusters Score -1.117637e+08 nChanged 13056
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 83526 members 
Mstep: Class 2 contains 33067 members 
Mstep: Class 3 contains 13583 members 
Mstep: Class 5 contains 9381 members 
Mstep: Class 6 contains 158160 members 
Mstep: Class 7 contains 12475 members 
Mstep: Class 8 contains 41828 members 
Mstep: Class 9 contains 763290 members 
Mstep: Class 10 contains 10227 members 
Mstep: Class 11 contains 90378 members 
Mstep: Class 12 contains 103653 members 
Mstep: Class 13 contains 13064 members 
Mstep: Class 15 contains 11416 members 
Mstep: Class 16 contains 25101 members 
Mstep: Class 17 contains 3370 members 
Mstep: Class 18 contains 8828 members 
Mstep: Class 19 contains 34281 members 
Mstep: Class 20 contains 28949 members 
Mstep: Class 21 contains 18493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111769512.000000 Penalty: 66891.851562
Iteration 19Q: 20 clusters Score -1.117695e+08 nChanged 11572
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 82613 members 
Mstep: Class 2 contains 32469 members 
Mstep: Class 3 contains 13616 members 
Mstep: Class 5 contains 9557 members 
Mstep: Class 6 contains 158188 members 
Mstep: Class 7 contains 12396 members 
Mstep: Class 8 contains 42419 members 
Mstep: Class 9 contains 760878 members 
Mstep: Class 10 contains 11793 members 
Mstep: Class 11 contains 89660 members 
Mstep: Class 12 contains 103435 members 
Mstep: Class 13 contains 13194 members 
Mstep: Class 15 contains 11852 members 
Mstep: Class 16 contains 24969 members 
Mstep: Class 17 contains 3590 members 
Mstep: Class 18 contains 8966 members 
Mstep: Class 19 contains 36048 members 
Mstep: Class 20 contains 28923 members 
Mstep: Class 21 contains 18504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111776640.000000 Penalty: 66891.851562
Iteration 20F: 20 clusters Score -1.117766e+08 nChanged 13678
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 81773 members 
Mstep: Class 2 contains 30633 members 
Mstep: Class 3 contains 13676 members 
Mstep: Class 5 contains 9938 members 
Mstep: Class 6 contains 158203 members 
Mstep: Class 7 contains 12628 members 
Mstep: Class 8 contains 42753 members 
Mstep: Class 9 contains 757462 members 
Mstep: Class 10 contains 13753 members 
Mstep: Class 11 contains 88948 members 
Mstep: Class 12 contains 102940 members 
Mstep: Class 13 contains 13297 members 
Mstep: Class 15 contains 13817 members 
Mstep: Class 16 contains 24743 members 
Mstep: Class 17 contains 4087 members 
Mstep: Class 18 contains 9151 members 
Mstep: Class 19 contains 38233 members 
Mstep: Class 20 contains 28380 members 
Mstep: Class 21 contains 18656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784880.000000 Penalty: 66891.851562
Iteration 21Q: 20 clusters Score -1.117849e+08 nChanged 13805
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 81085 members 
Mstep: Class 2 contains 28905 members 
Mstep: Class 3 contains 13678 members 
Mstep: Class 5 contains 10262 members 
Mstep: Class 6 contains 158222 members 
Mstep: Class 7 contains 12952 members 
Mstep: Class 8 contains 42945 members 
Mstep: Class 9 contains 754246 members 
Mstep: Class 10 contains 15802 members 
Mstep: Class 11 contains 88269 members 
Mstep: Class 12 contains 102414 members 
Mstep: Class 13 contains 13260 members 
Mstep: Class 15 contains 15501 members 
Mstep: Class 16 contains 24568 members 
Mstep: Class 17 contains 4639 members 
Mstep: Class 18 contains 9345 members 
Mstep: Class 19 contains 40280 members 
Mstep: Class 20 contains 27831 members 
Mstep: Class 21 contains 18867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111793968.000000 Penalty: 66891.851562
Iteration 22Q: 20 clusters Score -1.11794e+08 nChanged 13442
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 80503 members 
Mstep: Class 2 contains 27769 members 
Mstep: Class 3 contains 13670 members 
Mstep: Class 5 contains 10597 members 
Mstep: Class 6 contains 158259 members 
Mstep: Class 7 contains 13376 members 
Mstep: Class 8 contains 43073 members 
Mstep: Class 9 contains 751255 members 
Mstep: Class 10 contains 17975 members 
Mstep: Class 11 contains 87658 members 
Mstep: Class 12 contains 101743 members 
Mstep: Class 13 contains 13063 members 
Mstep: Class 15 contains 16226 members 
Mstep: Class 16 contains 24398 members 
Mstep: Class 17 contains 5334 members 
Mstep: Class 18 contains 9528 members 
Mstep: Class 19 contains 42267 members 
Mstep: Class 20 contains 27274 members 
Mstep: Class 21 contains 19103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111800416.000000 Penalty: 66891.851562
Iteration 23Q: 20 clusters Score -1.118004e+08 nChanged 12778
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 80076 members 
Mstep: Class 2 contains 27072 members 
Mstep: Class 3 contains 13626 members 
Mstep: Class 5 contains 11022 members 
Mstep: Class 6 contains 158265 members 
Mstep: Class 7 contains 13960 members 
Mstep: Class 8 contains 43041 members 
Mstep: Class 9 contains 748481 members 
Mstep: Class 10 contains 20127 members 
Mstep: Class 11 contains 87155 members 
Mstep: Class 12 contains 100994 members 
Mstep: Class 13 contains 12868 members 
Mstep: Class 15 contains 16190 members 
Mstep: Class 16 contains 24235 members 
Mstep: Class 17 contains 6285 members 
Mstep: Class 18 contains 9726 members 
Mstep: Class 19 contains 44119 members 
Mstep: Class 20 contains 26579 members 
Mstep: Class 21 contains 19250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111806232.000000 Penalty: 66891.851562
Iteration 24Q: 20 clusters Score -1.118062e+08 nChanged 12110
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 79720 members 
Mstep: Class 2 contains 26567 members 
Mstep: Class 3 contains 13575 members 
Mstep: Class 5 contains 11493 members 
Mstep: Class 6 contains 158267 members 
Mstep: Class 7 contains 14594 members 
Mstep: Class 8 contains 42829 members 
Mstep: Class 9 contains 745789 members 
Mstep: Class 10 contains 22417 members 
Mstep: Class 11 contains 86693 members 
Mstep: Class 12 contains 100040 members 
Mstep: Class 13 contains 12699 members 
Mstep: Class 15 contains 15783 members 
Mstep: Class 16 contains 24095 members 
Mstep: Class 17 contains 7469 members 
Mstep: Class 18 contains 9927 members 
Mstep: Class 19 contains 45874 members 
Mstep: Class 20 contains 25857 members 
Mstep: Class 21 contains 19383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111810832.000000 Penalty: 66891.851562
Iteration 25Q: 20 clusters Score -1.118108e+08 nChanged 11556
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 79397 members 
Mstep: Class 2 contains 26160 members 
Mstep: Class 3 contains 13549 members 
Mstep: Class 5 contains 12000 members 
Mstep: Class 6 contains 158283 members 
Mstep: Class 7 contains 15163 members 
Mstep: Class 8 contains 42460 members 
Mstep: Class 9 contains 743306 members 
Mstep: Class 10 contains 24639 members 
Mstep: Class 11 contains 86229 members 
Mstep: Class 12 contains 98983 members 
Mstep: Class 13 contains 12513 members 
Mstep: Class 15 contains 15240 members 
Mstep: Class 16 contains 23989 members 
Mstep: Class 17 contains 8920 members 
Mstep: Class 18 contains 10112 members 
Mstep: Class 19 contains 47475 members 
Mstep: Class 20 contains 25173 members 
Mstep: Class 21 contains 19480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111816496.000000 Penalty: 66891.851562
Iteration 26Q: 20 clusters Score -1.118165e+08 nChanged 10880
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 79161 members 
Mstep: Class 2 contains 25893 members 
Mstep: Class 3 contains 13505 members 
Mstep: Class 5 contains 12558 members 
Mstep: Class 6 contains 158296 members 
Mstep: Class 7 contains 15556 members 
Mstep: Class 8 contains 41903 members 
Mstep: Class 9 contains 740918 members 
Mstep: Class 10 contains 26754 members 
Mstep: Class 11 contains 85715 members 
Mstep: Class 12 contains 97817 members 
Mstep: Class 13 contains 12360 members 
Mstep: Class 15 contains 14805 members 
Mstep: Class 16 contains 23973 members 
Mstep: Class 17 contains 10452 members 
Mstep: Class 18 contains 10321 members 
Mstep: Class 19 contains 48895 members 
Mstep: Class 20 contains 24641 members 
Mstep: Class 21 contains 19548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111821928.000000 Penalty: 66891.851562
Iteration 27Q: 20 clusters Score -1.118219e+08 nChanged 10042
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 78972 members 
Mstep: Class 2 contains 25674 members 
Mstep: Class 3 contains 13460 members 
Mstep: Class 5 contains 13131 members 
Mstep: Class 6 contains 158313 members 
Mstep: Class 7 contains 15852 members 
Mstep: Class 8 contains 41105 members 
Mstep: Class 9 contains 738767 members 
Mstep: Class 10 contains 28710 members 
Mstep: Class 11 contains 85162 members 
Mstep: Class 12 contains 96601 members 
Mstep: Class 13 contains 12223 members 
Mstep: Class 15 contains 14679 members 
Mstep: Class 16 contains 24007 members 
Mstep: Class 17 contains 11876 members 
Mstep: Class 18 contains 10535 members 
Mstep: Class 19 contains 50148 members 
Mstep: Class 20 contains 24234 members 
Mstep: Class 21 contains 19622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111824592.000000 Penalty: 66891.851562
Iteration 28Q: 20 clusters Score -1.118246e+08 nChanged 8699
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 78849 members 
Mstep: Class 2 contains 25540 members 
Mstep: Class 3 contains 13424 members 
Mstep: Class 5 contains 13677 members 
Mstep: Class 6 contains 158300 members 
Mstep: Class 7 contains 16031 members 
Mstep: Class 8 contains 40212 members 
Mstep: Class 9 contains 736753 members 
Mstep: Class 10 contains 30535 members 
Mstep: Class 11 contains 84659 members 
Mstep: Class 12 contains 95447 members 
Mstep: Class 13 contains 12146 members 
Mstep: Class 15 contains 14688 members 
Mstep: Class 16 contains 24053 members 
Mstep: Class 17 contains 13126 members 
Mstep: Class 18 contains 10763 members 
Mstep: Class 19 contains 51225 members 
Mstep: Class 20 contains 23967 members 
Mstep: Class 21 contains 19676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111826720.000000 Penalty: 66891.851562
Iteration 29Q: 20 clusters Score -1.118267e+08 nChanged 7383
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 78761 members 
Mstep: Class 2 contains 25455 members 
Mstep: Class 3 contains 13413 members 
Mstep: Class 5 contains 14227 members 
Mstep: Class 6 contains 158283 members 
Mstep: Class 7 contains 16170 members 
Mstep: Class 8 contains 39362 members 
Mstep: Class 9 contains 734879 members 
Mstep: Class 10 contains 32140 members 
Mstep: Class 11 contains 84203 members 
Mstep: Class 12 contains 94377 members 
Mstep: Class 13 contains 12107 members 
Mstep: Class 15 contains 14741 members 
Mstep: Class 16 contains 24148 members 
Mstep: Class 17 contains 14191 members 
Mstep: Class 18 contains 11006 members 
Mstep: Class 19 contains 52165 members 
Mstep: Class 20 contains 23740 members 
Mstep: Class 21 contains 19703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111828120.000000 Penalty: 66891.851562
Iteration 30Q: 20 clusters Score -1.118281e+08 nChanged 6647
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 78662 members 
Mstep: Class 2 contains 25368 members 
Mstep: Class 3 contains 13407 members 
Mstep: Class 5 contains 14704 members 
Mstep: Class 6 contains 158268 members 
Mstep: Class 7 contains 16262 members 
Mstep: Class 8 contains 38455 members 
Mstep: Class 9 contains 733217 members 
Mstep: Class 10 contains 33654 members 
Mstep: Class 11 contains 83755 members 
Mstep: Class 12 contains 93387 members 
Mstep: Class 13 contains 12110 members 
Mstep: Class 15 contains 14791 members 
Mstep: Class 16 contains 24263 members 
Mstep: Class 17 contains 15183 members 
Mstep: Class 18 contains 11247 members 
Mstep: Class 19 contains 53015 members 
Mstep: Class 20 contains 23589 members 
Mstep: Class 21 contains 19734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111829688.000000 Penalty: 66891.851562
Iteration 31Q: 20 clusters Score -1.118297e+08 nChanged 5924
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 78564 members 
Mstep: Class 2 contains 25289 members 
Mstep: Class 3 contains 13413 members 
Mstep: Class 5 contains 15160 members 
Mstep: Class 6 contains 158274 members 
Mstep: Class 7 contains 16346 members 
Mstep: Class 8 contains 37610 members 
Mstep: Class 9 contains 731636 members 
Mstep: Class 10 contains 35029 members 
Mstep: Class 11 contains 83364 members 
Mstep: Class 12 contains 92460 members 
Mstep: Class 13 contains 12132 members 
Mstep: Class 15 contains 14839 members 
Mstep: Class 16 contains 24395 members 
Mstep: Class 17 contains 16048 members 
Mstep: Class 18 contains 11478 members 
Mstep: Class 19 contains 53802 members 
Mstep: Class 20 contains 23476 members 
Mstep: Class 21 contains 19756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111830120.000000 Penalty: 66891.851562
Iteration 32Q: 20 clusters Score -1.118301e+08 nChanged 5195
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 78504 members 
Mstep: Class 2 contains 25250 members 
Mstep: Class 3 contains 13431 members 
Mstep: Class 5 contains 15591 members 
Mstep: Class 6 contains 158273 members 
Mstep: Class 7 contains 16420 members 
Mstep: Class 8 contains 36891 members 
Mstep: Class 9 contains 730120 members 
Mstep: Class 10 contains 36238 members 
Mstep: Class 11 contains 82998 members 
Mstep: Class 12 contains 91661 members 
Mstep: Class 13 contains 12161 members 
Mstep: Class 15 contains 14857 members 
Mstep: Class 16 contains 24554 members 
Mstep: Class 17 contains 16752 members 
Mstep: Class 18 contains 11716 members 
Mstep: Class 19 contains 54506 members 
Mstep: Class 20 contains 23387 members 
Mstep: Class 21 contains 19762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111830736.000000 Penalty: 66891.851562
Iteration 33Q: 20 clusters Score -1.118307e+08 nChanged 4747
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 78444 members 
Mstep: Class 2 contains 25228 members 
Mstep: Class 3 contains 13453 members 
Mstep: Class 5 contains 16034 members 
Mstep: Class 6 contains 158253 members 
Mstep: Class 7 contains 16483 members 
Mstep: Class 8 contains 36263 members 
Mstep: Class 9 contains 728677 members 
Mstep: Class 10 contains 37374 members 
Mstep: Class 11 contains 82653 members 
Mstep: Class 12 contains 90880 members 
Mstep: Class 13 contains 12169 members 
Mstep: Class 15 contains 14872 members 
Mstep: Class 16 contains 24687 members 
Mstep: Class 17 contains 17364 members 
Mstep: Class 18 contains 11975 members 
Mstep: Class 19 contains 55154 members 
Mstep: Class 20 contains 23317 members 
Mstep: Class 21 contains 19792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111831200.000000 Penalty: 66891.851562
Iteration 34Q: 20 clusters Score -1.118312e+08 nChanged 4135
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 78396 members 
Mstep: Class 2 contains 25214 members 
Mstep: Class 3 contains 13468 members 
Mstep: Class 5 contains 16441 members 
Mstep: Class 6 contains 158238 members 
Mstep: Class 7 contains 16524 members 
Mstep: Class 8 contains 35708 members 
Mstep: Class 9 contains 727431 members 
Mstep: Class 10 contains 38322 members 
Mstep: Class 11 contains 82325 members 
Mstep: Class 12 contains 90212 members 
Mstep: Class 13 contains 12177 members 
Mstep: Class 15 contains 14881 members 
Mstep: Class 16 contains 24832 members 
Mstep: Class 17 contains 17875 members 
Mstep: Class 18 contains 12249 members 
Mstep: Class 19 contains 55712 members 
Mstep: Class 20 contains 23257 members 
Mstep: Class 21 contains 19810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111831280.000000 Penalty: 66891.851562
Iteration 35Q: 20 clusters Score -1.118313e+08 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 78364 members 
Mstep: Class 2 contains 25193 members 
Mstep: Class 3 contains 13510 members 
Mstep: Class 5 contains 16828 members 
Mstep: Class 6 contains 158241 members 
Mstep: Class 7 contains 16551 members 
Mstep: Class 8 contains 35246 members 
Mstep: Class 9 contains 726370 members 
Mstep: Class 10 contains 39139 members 
Mstep: Class 11 contains 81989 members 
Mstep: Class 12 contains 89565 members 
Mstep: Class 13 contains 12183 members 
Mstep: Class 15 contains 14889 members 
Mstep: Class 16 contains 24965 members 
Mstep: Class 17 contains 18309 members 
Mstep: Class 18 contains 12498 members 
Mstep: Class 19 contains 56196 members 
Mstep: Class 20 contains 23218 members 
Mstep: Class 21 contains 19818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111831584.000000 Penalty: 66891.851562
Iteration 36Q: 20 clusters Score -1.118316e+08 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 78350 members 
Mstep: Class 2 contains 25178 members 
Mstep: Class 3 contains 13546 members 
Mstep: Class 5 contains 17200 members 
Mstep: Class 6 contains 158239 members 
Mstep: Class 7 contains 16578 members 
Mstep: Class 8 contains 34819 members 
Mstep: Class 9 contains 725426 members 
Mstep: Class 10 contains 39870 members 
Mstep: Class 11 contains 81677 members 
Mstep: Class 12 contains 88959 members 
Mstep: Class 13 contains 12192 members 
Mstep: Class 15 contains 14905 members 
Mstep: Class 16 contains 25074 members 
Mstep: Class 17 contains 18686 members 
Mstep: Class 18 contains 12736 members 
Mstep: Class 19 contains 56620 members 
Mstep: Class 20 contains 23180 members 
Mstep: Class 21 contains 19837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111831568.000000 Penalty: 66891.851562
Iteration 37Q: 20 clusters Score -1.118316e+08 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 78327 members 
Mstep: Class 2 contains 25167 members 
Mstep: Class 3 contains 13564 members 
Mstep: Class 5 contains 17545 members 
Mstep: Class 6 contains 158237 members 
Mstep: Class 7 contains 16603 members 
Mstep: Class 8 contains 34452 members 
Mstep: Class 9 contains 724575 members 
Mstep: Class 10 contains 40511 members 
Mstep: Class 11 contains 81394 members 
Mstep: Class 12 contains 88415 members 
Mstep: Class 13 contains 12205 members 
Mstep: Class 15 contains 14922 members 
Mstep: Class 16 contains 25153 members 
Mstep: Class 17 contains 19018 members 
Mstep: Class 18 contains 12975 members 
Mstep: Class 19 contains 57011 members 
Mstep: Class 20 contains 23155 members 
Mstep: Class 21 contains 19843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111831712.000000 Penalty: 66891.851562
Iteration 38Q: 20 clusters Score -1.118317e+08 nChanged 2628
Entering ConstructFrom: 
Score: -111831712.000000 Penalty: 66891.851562
Entering ConstructFrom: 
Trying to split cluster 1 (78321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78321 members 
Entering Unmasked Estep 
Score: -6303215.000000 Penalty: 2794.605469
	Iteration 0F: 2 clusters Score -6303215 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39144 members 
Mstep: Class 2 contains 39177 members 
Entering Unmasked Estep 
Score: -6250729.000000 Penalty: 5589.210938
	Iteration 0F: 3 clusters Score -6250729 nChanged 36945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38625 members 
Mstep: Class 2 contains 39696 members 
Entering Unmasked Estep 
Score: -6272203.500000 Penalty: 5589.210938
	Iteration 1F: 3 clusters Score -6272204 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38237 members 
Mstep: Class 2 contains 40084 members 
Entering Unmasked Estep 
Score: -6273586.000000 Penalty: 5589.210938
	Iteration 2Q: 3 clusters Score -6273586 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37550 members 
Mstep: Class 2 contains 40771 members 
Entering Unmasked Estep 
Score: -6275438.000000 Penalty: 5589.210938
	Iteration 3Q: 3 clusters Score -6275438 nChanged 4478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36396 members 
Mstep: Class 2 contains 41925 members 
Entering Unmasked Estep 
Score: -6277982.000000 Penalty: 5589.210938
	Iteration 4F: 3 clusters Score -6277982 nChanged 5158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34550 members 
Mstep: Class 2 contains 43771 members 
Entering Unmasked Estep 
Score: -6281339.000000 Penalty: 5589.210938
	Iteration 5F: 3 clusters Score -6281339 nChanged 5493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32041 members 
Mstep: Class 2 contains 46280 members 
Entering Unmasked Estep 
Score: -6284898.500000 Penalty: 5589.210938
	Iteration 6F: 3 clusters Score -6284898 nChanged 5317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29280 members 
Mstep: Class 2 contains 49041 members 
Entering Unmasked Estep 
Score: -6288282.000000 Penalty: 5589.210938
	Iteration 7F: 3 clusters Score -6288282 nChanged 4536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26572 members 
Mstep: Class 2 contains 51749 members 
Entering Unmasked Estep 
Score: -6290947.500000 Penalty: 5589.210938
	Iteration 8F: 3 clusters Score -6290948 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24113 members 
Mstep: Class 2 contains 54208 members 
Entering Unmasked Estep 
Score: -6293032.500000 Penalty: 5589.210938
	Iteration 9Q: 3 clusters Score -6293032 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21878 members 
Mstep: Class 2 contains 56443 members 
Entering Unmasked Estep 
Score: -6294929.000000 Penalty: 5589.210938
	Iteration 10Q: 3 clusters Score -6294929 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19899 members 
Mstep: Class 2 contains 58422 members 
Entering Unmasked Estep 
Score: -6296776.000000 Penalty: 5589.210938
	Iteration 11Q: 3 clusters Score -6296776 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18333 members 
Mstep: Class 2 contains 59988 members 
Entering Unmasked Estep 
Score: -6298100.500000 Penalty: 5589.210938
	Iteration 12Q: 3 clusters Score -6298100 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 61245 members 
Entering Unmasked Estep 
Score: -6299010.500000 Penalty: 5589.210938
	Iteration 13Q: 3 clusters Score -6299010 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 62307 members 
Entering Unmasked Estep 
Score: -6299690.500000 Penalty: 5589.210938
	Iteration 14Q: 3 clusters Score -6299690 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15102 members 
Mstep: Class 2 contains 63219 members 
Entering Unmasked Estep 
Score: -6300079.000000 Penalty: 5589.210938
	Iteration 15Q: 3 clusters Score -6300079 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 63969 members 
Entering Unmasked Estep 
Score: -6300307.000000 Penalty: 5589.210938
	Iteration 16Q: 3 clusters Score -6300307 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 64618 members 
Entering Unmasked Estep 
Score: -6300538.500000 Penalty: 5589.210938
	Iteration 17Q: 3 clusters Score -6300538 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 65189 members 
Entering Unmasked Estep 
Score: -6300713.000000 Penalty: 5589.210938
	Iteration 18Q: 3 clusters Score -6300713 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 65695 members 
Entering Unmasked Estep 
Score: -6300809.500000 Penalty: 5589.210938
	Iteration 19Q: 3 clusters Score -6300810 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 66151 members 
Entering Unmasked Estep 
Score: -6300874.500000 Penalty: 5589.210938
	Iteration 20F: 3 clusters Score -6300874 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 66568 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -6300949 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 66947 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -6300996 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 67285 members 
Entering Unmasked Estep 
Score: -6301073.000000 Penalty: 5589.210938
	Iteration 23Q: 3 clusters Score -6301073 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 67601 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -6301090 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 67885 members 
Entering Unmasked Estep 
Score: -6301152.000000 Penalty: 5589.210938
	Iteration 25Q: 3 clusters Score -6301152 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 68161 members 
Entering Unmasked Estep 
Score: -6301198.000000 Penalty: 5589.210938
	Iteration 26Q: 3 clusters Score -6301198 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 68411 members 
Entering Unmasked Estep 
Score: -6301239.000000 Penalty: 5589.210938
	Iteration 27Q: 3 clusters Score -6301239 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 68626 members 
Entering Unmasked Estep 
Score: -6301260.000000 Penalty: 5589.210938
	Iteration 28Q: 3 clusters Score -6301260 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 68825 members 
Entering Unmasked Estep 
Score: -6301287.000000 Penalty: 5589.210938
	Iteration 29Q: 3 clusters Score -6301287 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 69020 members 
Entering Unmasked Estep 
Score: -6301310.500000 Penalty: 5589.210938
	Iteration 30Q: 3 clusters Score -6301310 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 69194 members 
Entering Unmasked Estep 
Score: -6301318.000000 Penalty: 5589.210938
	Iteration 31Q: 3 clusters Score -6301318 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 69356 members 
Entering Unmasked Estep 
Score: -6301340.000000 Penalty: 5589.210938
	Iteration 32Q: 3 clusters Score -6301340 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 69491 members 
Entering Unmasked Estep 
Score: -6301336.500000 Penalty: 5589.210938
	Iteration 33Q: 3 clusters Score -6301336 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 69632 members 
Entering Unmasked Estep 
Score: -6301353.500000 Penalty: 5589.210938
	Iteration 34Q: 3 clusters Score -6301354 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 69764 members 
Entering Unmasked Estep 
Score: -6301378.500000 Penalty: 5589.210938
	Iteration 35Q: 3 clusters Score -6301378 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 69899 members 
Entering Unmasked Estep 
Score: -6301390.500000 Penalty: 5589.210938
	Iteration 36Q: 3 clusters Score -6301390 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 70021 members 
Entering Unmasked Estep 
Score: -6301393.000000 Penalty: 5589.210938
	Iteration 37Q: 3 clusters Score -6301393 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 70139 members 
Entering Unmasked Estep 
Score: -6301415.500000 Penalty: 5589.210938
	Iteration 38Q: 3 clusters Score -6301416 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 70271 members 
Entering Unmasked Estep 
Score: -6301438.500000 Penalty: 5589.210938
	Iteration 39Q: 3 clusters Score -6301438 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 70406 members 
Entering Unmasked Estep 
Score: -6301458.500000 Penalty: 5589.210938
	Iteration 40F: 3 clusters Score -6301458 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 70519 members 
Entering Unmasked Estep 
Score: -6301473.000000 Penalty: 5589.210938
	Iteration 41Q: 3 clusters Score -6301473 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 70625 members 
Entering Unmasked Estep 
Score: -6301473.000000 Penalty: 5589.210938
	Iteration 42Q: 3 clusters Score -6301473 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 70713 members 
Entering Unmasked Estep 
Score: -6301467.500000 Penalty: 5589.210938
	Iteration 43Q: 3 clusters Score -6301468 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 70788 members 
Entering Unmasked Estep 
Score: -6301482.000000 Penalty: 5589.210938
	Iteration 44Q: 3 clusters Score -6301482 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 70873 members 
Entering Unmasked Estep 
Score: -6301490.500000 Penalty: 5589.210938
	Iteration 45Q: 3 clusters Score -6301490 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 70937 members 
Entering Unmasked Estep 
Score: -6301508.500000 Penalty: 5589.210938
	Iteration 46Q: 3 clusters Score -6301508 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 70997 members 
Entering Unmasked Estep 
Score: -6301512.500000 Penalty: 5589.210938
	Iteration 47Q: 3 clusters Score -6301512 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 71044 members 
Entering Unmasked Estep 
Score: -6301524.000000 Penalty: 5589.210938
	Iteration 48Q: 3 clusters Score -6301524 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 71089 members 
Entering Unmasked Estep 
Score: -6301518.500000 Penalty: 5589.210938
	Iteration 49Q: 3 clusters Score -6301518 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 71129 members 
Entering Unmasked Estep 
Score: -6301513.500000 Penalty: 5589.210938
	Iteration 50Q: 3 clusters Score -6301514 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 71164 members 
Entering Unmasked Estep 
Score: -6301510.000000 Penalty: 5589.210938
	Iteration 51Q: 3 clusters Score -6301510 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 71194 members 
Entering Unmasked Estep 
Score: -6301517.500000 Penalty: 5589.210938
	Iteration 52Q: 3 clusters Score -6301518 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 71232 members 
Entering Unmasked Estep 
Score: -6301518.500000 Penalty: 5589.210938
	Iteration 53Q: 3 clusters Score -6301518 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 71262 members 
Entering Unmasked Estep 
Score: -6301515.500000 Penalty: 5589.210938
	Iteration 54Q: 3 clusters Score -6301516 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 71303 members 
Entering Unmasked Estep 
Score: -6301513.000000 Penalty: 5589.210938
	Iteration 55Q: 3 clusters Score -6301513 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 71340 members 
Entering Unmasked Estep 
Score: -6301522.000000 Penalty: 5589.210938
	Iteration 56Q: 3 clusters Score -6301522 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 71371 members 
Entering Unmasked Estep 
Score: -6301531.000000 Penalty: 5589.210938
	Iteration 57Q: 3 clusters Score -6301531 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 71390 members 
Entering Unmasked Estep 
Score: -6301513.500000 Penalty: 5589.210938
	Iteration 58Q: 3 clusters Score -6301514 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 71414 members 
Entering Unmasked Estep 
Score: -6301520.500000 Penalty: 5589.210938
	Iteration 59Q: 3 clusters Score -6301520 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 71438 members 
Entering Unmasked Estep 
Score: -6301512.000000 Penalty: 5589.210938
	Iteration 60F: 3 clusters Score -6301512 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 71461 members 
Entering Unmasked Estep 
Score: -6301515.500000 Penalty: 5589.210938
	Iteration 61Q: 3 clusters Score -6301516 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 71477 members 
Entering Unmasked Estep 
Score: -6301515.000000 Penalty: 5589.210938
	Iteration 62Q: 3 clusters Score -6301515 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 71496 members 
Entering Unmasked Estep 
Score: -6301518.000000 Penalty: 5589.210938
	Iteration 63Q: 3 clusters Score -6301518 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 71522 members 
Entering Unmasked Estep 
Score: -6301524.500000 Penalty: 5589.210938
	Iteration 64Q: 3 clusters Score -6301524 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 71549 members 
Entering Unmasked Estep 
Score: -6301533.500000 Penalty: 5589.210938
	Iteration 65Q: 3 clusters Score -6301534 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 71570 members 
Entering Unmasked Estep 
Score: -6301531.000000 Penalty: 5589.210938
	Iteration 66Q: 3 clusters Score -6301531 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 71594 members 
Entering Unmasked Estep 
Score: -6301545.000000 Penalty: 5589.210938
	Iteration 67Q: 3 clusters Score -6301545 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 71619 members 
Entering Unmasked Estep 
Score: -6301537.500000 Penalty: 5589.210938
	Iteration 68Q: 3 clusters Score -6301538 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 71651 members 
Entering Unmasked Estep 
Score: -6301536.000000 Penalty: 5589.210938
	Iteration 69Q: 3 clusters Score -6301536 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 71686 members 
Entering Unmasked Estep 
Score: -6301544.000000 Penalty: 5589.210938
	Iteration 70Q: 3 clusters Score -6301544 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 71707 members 
Entering Unmasked Estep 
Score: -6301538.500000 Penalty: 5589.210938
	Iteration 71Q: 3 clusters Score -6301538 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 71731 members 
Entering Unmasked Estep 
Score: -6301547.000000 Penalty: 5589.210938
	Iteration 72Q: 3 clusters Score -6301547 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 71751 members 
Entering Unmasked Estep 
Score: -6301551.000000 Penalty: 5589.210938
	Iteration 73Q: 3 clusters Score -6301551 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 71777 members 
Entering Unmasked Estep 
Score: -6301562.000000 Penalty: 5589.210938
	Iteration 74Q: 3 clusters Score -6301562 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 71804 members 
Entering Unmasked Estep 
Score: -6301559.000000 Penalty: 5589.210938
	Iteration 75Q: 3 clusters Score -6301559 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 71823 members 
Entering Unmasked Estep 
Score: -6301557.500000 Penalty: 5589.210938
	Iteration 76Q: 3 clusters Score -6301558 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 71843 members 
Entering Unmasked Estep 
Score: -6301560.500000 Penalty: 5589.210938
	Iteration 77Q: 3 clusters Score -6301560 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 71862 members 
Entering Unmasked Estep 
Score: -6301564.000000 Penalty: 5589.210938
	Iteration 78Q: 3 clusters Score -6301564 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 71872 members 
Entering Unmasked Estep 
Score: -6301563.000000 Penalty: 5589.210938
	Iteration 79Q: 3 clusters Score -6301563 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 71880 members 
Entering Unmasked Estep 
Score: -6301573.500000 Penalty: 5589.210938
	Iteration 80F: 3 clusters Score -6301574 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 71892 members 
Entering Unmasked Estep 
Score: -6301584.500000 Penalty: 5589.210938
	Iteration 81Q: 3 clusters Score -6301584 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 71907 members 
Entering Unmasked Estep 
Score: -6301575.500000 Penalty: 5589.210938
	Iteration 82Q: 3 clusters Score -6301576 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 71916 members 
Entering Unmasked Estep 
Score: -6301574.000000 Penalty: 5589.210938
	Iteration 83Q: 3 clusters Score -6301574 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 71925 members 
Entering Unmasked Estep 
Score: -6301577.000000 Penalty: 5589.210938
	Iteration 84Q: 3 clusters Score -6301577 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 71944 members 
Entering Unmasked Estep 
Score: -6301577.500000 Penalty: 5589.210938
	Iteration 85Q: 3 clusters Score -6301578 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 71966 members 
Entering Unmasked Estep 
Score: -6301580.000000 Penalty: 5589.210938
	Iteration 86Q: 3 clusters Score -6301580 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 71982 members 
Entering Unmasked Estep 
Score: -6301579.000000 Penalty: 5589.210938
	Iteration 87Q: 3 clusters Score -6301579 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 71995 members 
Entering Unmasked Estep 
Score: -6301575.000000 Penalty: 5589.210938
	Iteration 88Q: 3 clusters Score -6301575 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 72004 members 
Entering Unmasked Estep 
Score: -6301586.500000 Penalty: 5589.210938
	Iteration 89Q: 3 clusters Score -6301586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 72008 members 
Entering Unmasked Estep 
Score: -6301582.500000 Penalty: 5589.210938
	Iteration 90Q: 3 clusters Score -6301582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 72009 members 
Entering Unmasked Estep 
Score: -6301584.000000 Penalty: 5589.210938
	Iteration 91Q: 3 clusters Score -6301584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 72013 members 
Entering Unmasked Estep 
Score: -6301579.500000 Penalty: 5589.210938
	Iteration 92Q: 3 clusters Score -6301580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 72014 members 
Entering Unmasked Estep 
Score: -6301575.500000 Penalty: 5589.210938
	Iteration 93Q: 3 clusters Score -6301576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 72016 members 
Entering Unmasked Estep 
Score: -6301578.500000 Penalty: 5589.210938
	Iteration 94Q: 3 clusters Score -6301578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 72020 members 
Entering Unmasked Estep 
Score: -6301583.000000 Penalty: 5589.210938
	Iteration 95Q: 3 clusters Score -6301583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 72021 members 
Entering Unmasked Estep 
Score: -6301585.000000 Penalty: 5589.210938
	Iteration 96Q: 3 clusters Score -6301585 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 72024 members 
Entering Unmasked Estep 
Score: -6301589.000000 Penalty: 5589.210938
	Iteration 97Q: 3 clusters Score -6301589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 72027 members 
Entering Unmasked Estep 
Score: -6301585.500000 Penalty: 5589.210938
	Iteration 98Q: 3 clusters Score -6301586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 72028 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -6301583 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 72028 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -6301583 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (25158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25158 members 
Entering Unmasked Estep 
Score: -1944198.375000 Penalty: 2512.966797
	Iteration 0F: 2 clusters Score -1944198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -1926936.375000 Penalty: 5025.933594
	Iteration 0F: 3 clusters Score -1926936 nChanged 11282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -1933414.125000 Penalty: 5025.933594
	Iteration 1F: 3 clusters Score -1933414 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -1934477.125000 Penalty: 5025.933594
	Iteration 2F: 3 clusters Score -1934477 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -1936884.375000 Penalty: 5025.933594
	Iteration 3F: 3 clusters Score -1936884 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -1944162.875000 Penalty: 5025.933594
	Iteration 4F: 3 clusters Score -1944163 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16137 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -1953374.000000 Penalty: 5025.933594
	Iteration 5F: 3 clusters Score -1953374 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18719 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1958081.000000 Penalty: 5025.933594
	Iteration 6F: 3 clusters Score -1958081 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19763 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1959724.750000 Penalty: 5025.933594
	Iteration 7F: 3 clusters Score -1959725 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20222 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1960550.000000 Penalty: 5025.933594
	Iteration 8Q: 3 clusters Score -1960550 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20503 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1961110.750000 Penalty: 5025.933594
	Iteration 9Q: 3 clusters Score -1961111 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20671 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1961354.375000 Penalty: 5025.933594
	Iteration 10Q: 3 clusters Score -1961354 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20782 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1961462.125000 Penalty: 5025.933594
	Iteration 11Q: 3 clusters Score -1961462 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20866 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1961512.875000 Penalty: 5025.933594
	Iteration 12Q: 3 clusters Score -1961513 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20930 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1961535.750000 Penalty: 5025.933594
	Iteration 13Q: 3 clusters Score -1961536 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20981 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1961566.375000 Penalty: 5025.933594
	Iteration 14Q: 3 clusters Score -1961566 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21026 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -1961592.875000 Penalty: 5025.933594
	Iteration 15Q: 3 clusters Score -1961593 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21059 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1961608.125000 Penalty: 5025.933594
	Iteration 16Q: 3 clusters Score -1961608 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21090 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1961619.500000 Penalty: 5025.933594
	Iteration 17Q: 3 clusters Score -1961620 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21115 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1961627.000000 Penalty: 5025.933594
	Iteration 18Q: 3 clusters Score -1961627 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21137 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1961644.875000 Penalty: 5025.933594
	Iteration 19Q: 3 clusters Score -1961645 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21156 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1961643.750000 Penalty: 5025.933594
	Iteration 20F: 3 clusters Score -1961644 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21175 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1961652.375000 Penalty: 5025.933594
	Iteration 21Q: 3 clusters Score -1961652 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21197 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1961657.875000 Penalty: 5025.933594
	Iteration 22Q: 3 clusters Score -1961658 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21225 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1961673.625000 Penalty: 5025.933594
	Iteration 23Q: 3 clusters Score -1961674 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21258 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1961699.000000 Penalty: 5025.933594
	Iteration 24Q: 3 clusters Score -1961699 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21296 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1961726.375000 Penalty: 5025.933594
	Iteration 25Q: 3 clusters Score -1961726 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21329 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1961755.500000 Penalty: 5025.933594
	Iteration 26Q: 3 clusters Score -1961756 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21364 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -1961796.250000 Penalty: 5025.933594
	Iteration 27Q: 3 clusters Score -1961796 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21401 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1961829.875000 Penalty: 5025.933594
	Iteration 28Q: 3 clusters Score -1961830 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21433 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1961862.875000 Penalty: 5025.933594
	Iteration 29Q: 3 clusters Score -1961863 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21452 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1961881.500000 Penalty: 5025.933594
	Iteration 30Q: 3 clusters Score -1961882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21462 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1961887.375000 Penalty: 5025.933594
	Iteration 31Q: 3 clusters Score -1961887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21464 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1961883.500000 Penalty: 5025.933594
	Iteration 32Q: 3 clusters Score -1961884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21465 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -1961887.000000 Penalty: 5025.933594
	Iteration 33Q: 3 clusters Score -1961887 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21465 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -1961887.000000 Penalty: 5025.933594
	Iteration 34F: 3 clusters Score -1961887 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 78321 members 
Mstep: Class 2 contains 21465 members 
Mstep: Class 3 contains 13591 members 
Mstep: Class 4 contains 3693 members 
Mstep: Class 5 contains 17839 members 
Mstep: Class 6 contains 158230 members 
Mstep: Class 7 contains 16632 members 
Mstep: Class 8 contains 34159 members 
Mstep: Class 9 contains 723784 members 
Mstep: Class 10 contains 41085 members 
Mstep: Class 11 contains 81142 members 
Mstep: Class 12 contains 87922 members 
Mstep: Class 13 contains 12225 members 
Mstep: Class 15 contains 14940 members 
Mstep: Class 16 contains 25226 members 
Mstep: Class 17 contains 19268 members 
Mstep: Class 18 contains 13206 members 
Mstep: Class 19 contains 57374 members 
Mstep: Class 20 contains 23127 members 
Mstep: Class 21 contains 19843 members 
Entering Unmasked Estep 
Score: -111848456.000000 Penalty: 70412.476562
Splitting cluster 2 changes total score from -111831712.000000 to -111848456.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 3 (13591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Entering Unmasked Estep 
Score: -868160.125000 Penalty: 2360.256592
	Iteration 0F: 2 clusters Score -868160.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -858495.500000 Penalty: 4720.513184
	Iteration 0F: 3 clusters Score -858495.5 nChanged 5894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -864884.125000 Penalty: 4720.513184
	Iteration 1F: 3 clusters Score -864884.1 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -868885.812500 Penalty: 4720.513184
	Iteration 2F: 3 clusters Score -868885.8 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -872281.125000 Penalty: 4720.513184
	Iteration 3F: 3 clusters Score -872281.1 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -873862.562500 Penalty: 4720.513184
	Iteration 4F: 3 clusters Score -873862.6 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -874745.875000 Penalty: 4720.513184
	Iteration 5Q: 3 clusters Score -874745.9 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -875320.000000 Penalty: 4720.513184
	Iteration 6Q: 3 clusters Score -875320 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -875598.375000 Penalty: 4720.513184
	Iteration 7Q: 3 clusters Score -875598.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -875700.187500 Penalty: 4720.513184
	Iteration 8Q: 3 clusters Score -875700.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -875739.062500 Penalty: 4720.513184
	Iteration 9Q: 3 clusters Score -875739.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -875750.375000 Penalty: 4720.513184
	Iteration 10Q: 3 clusters Score -875750.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -875752.437500 Penalty: 4720.513184
	Iteration 11Q: 3 clusters Score -875752.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -875758.812500 Penalty: 4720.513184
	Iteration 12Q: 3 clusters Score -875758.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -875759.000000 Penalty: 4720.513184
	Iteration 13Q: 3 clusters Score -875759 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -875763.625000 Penalty: 4720.513184
	Iteration 14Q: 3 clusters Score -875763.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -875765.875000 Penalty: 4720.513184
	Iteration 15Q: 3 clusters Score -875765.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -875772.750000 Penalty: 4720.513184
	Iteration 16Q: 3 clusters Score -875772.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -875772.125000 Penalty: 4720.513184
	Iteration 17Q: 3 clusters Score -875772.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -875777.625000 Penalty: 4720.513184
	Iteration 18Q: 3 clusters Score -875777.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -875776.375000 Penalty: 4720.513184
	Iteration 19Q: 3 clusters Score -875776.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -875779.062500 Penalty: 4720.513184
	Iteration 20F: 3 clusters Score -875779.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -875778.125000 Penalty: 4720.513184
	Iteration 21Q: 3 clusters Score -875778.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -875779.000000 Penalty: 4720.513184
	Iteration 22Q: 3 clusters Score -875779 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -875780.125000 Penalty: 4720.513184
	Iteration 23Q: 3 clusters Score -875780.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -875780.437500 Penalty: 4720.513184
	Iteration 24Q: 3 clusters Score -875780.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -875780.312500 Penalty: 4720.513184
	Iteration 25Q: 3 clusters Score -875780.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -875781.187500 Penalty: 4720.513184
	Iteration 26Q: 3 clusters Score -875781.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -875782.062500 Penalty: 4720.513184
	Iteration 27Q: 3 clusters Score -875782.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -875782.125000 Penalty: 4720.513184
	Iteration 28Q: 3 clusters Score -875782.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -875781.750000 Penalty: 4720.513184
	Iteration 29Q: 3 clusters Score -875781.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -875780.062500 Penalty: 4720.513184
	Iteration 30Q: 3 clusters Score -875780.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -875785.000000 Penalty: 4720.513184
	Iteration 31Q: 3 clusters Score -875785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -875784.312500 Penalty: 4720.513184
	Iteration 32Q: 3 clusters Score -875784.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -875784.312500 Penalty: 4720.513184
	Iteration 33F: 3 clusters Score -875784.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 78321 members 
Mstep: Class 2 contains 21465 members 
Mstep: Class 3 contains 3982 members 
Mstep: Class 4 contains 3693 members 
Mstep: Class 5 contains 17839 members 
Mstep: Class 6 contains 158230 members 
Mstep: Class 7 contains 16632 members 
Mstep: Class 8 contains 34159 members 
Mstep: Class 9 contains 723784 members 
Mstep: Class 10 contains 41085 members 
Mstep: Class 11 contains 81142 members 
Mstep: Class 12 contains 87922 members 
Mstep: Class 13 contains 12225 members 
Mstep: Class 14 contains 9609 members 
Mstep: Class 15 contains 14940 members 
Mstep: Class 16 contains 25226 members 
Mstep: Class 17 contains 19268 members 
Mstep: Class 18 contains 13206 members 
Mstep: Class 19 contains 57374 members 
Mstep: Class 20 contains 23127 members 
Mstep: Class 21 contains 19843 members 
Entering Unmasked Estep 
Score: -111854488.000000 Penalty: 73933.101562
Splitting cluster 3 changes total score from -111831712.000000 to -111854488.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 5 (17839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17839 members 
Entering Unmasked Estep 
Score: -1474459.250000 Penalty: 2427.707275
	Iteration 0F: 2 clusters Score -1474459 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -1461909.125000 Penalty: 4855.414551
	Iteration 0F: 3 clusters Score -1461909 nChanged 7681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -1465897.875000 Penalty: 4855.414551
	Iteration 1F: 3 clusters Score -1465898 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -1466264.125000 Penalty: 4855.414551
	Iteration 2F: 3 clusters Score -1466264 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -1466585.750000 Penalty: 4855.414551
	Iteration 3Q: 3 clusters Score -1466586 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1466908.000000 Penalty: 4855.414551
	Iteration 4Q: 3 clusters Score -1466908 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -1467192.875000 Penalty: 4855.414551
	Iteration 5Q: 3 clusters Score -1467193 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1467496.500000 Penalty: 4855.414551
	Iteration 6Q: 3 clusters Score -1467496 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1467810.250000 Penalty: 4855.414551
	Iteration 7Q: 3 clusters Score -1467810 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -1468140.750000 Penalty: 4855.414551
	Iteration 8Q: 3 clusters Score -1468141 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -1468465.625000 Penalty: 4855.414551
	Iteration 9Q: 3 clusters Score -1468466 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -1468834.250000 Penalty: 4855.414551
	Iteration 10Q: 3 clusters Score -1468834 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1469244.125000 Penalty: 4855.414551
	Iteration 11Q: 3 clusters Score -1469244 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1469661.875000 Penalty: 4855.414551
	Iteration 12Q: 3 clusters Score -1469662 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1470043.000000 Penalty: 4855.414551
	Iteration 13Q: 3 clusters Score -1470043 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -1470358.625000 Penalty: 4855.414551
	Iteration 14Q: 3 clusters Score -1470359 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -1470565.500000 Penalty: 4855.414551
	Iteration 15Q: 3 clusters Score -1470566 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1470732.375000 Penalty: 4855.414551
	Iteration 16Q: 3 clusters Score -1470732 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1470833.250000 Penalty: 4855.414551
	Iteration 17Q: 3 clusters Score -1470833 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1470881.125000 Penalty: 4855.414551
	Iteration 18Q: 3 clusters Score -1470881 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -1470913.500000 Penalty: 4855.414551
	Iteration 19Q: 3 clusters Score -1470914 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1470942.000000 Penalty: 4855.414551
	Iteration 20F: 3 clusters Score -1470942 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1470961.125000 Penalty: 4855.414551
	Iteration 21Q: 3 clusters Score -1470961 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -1470982.250000 Penalty: 4855.414551
	Iteration 22Q: 3 clusters Score -1470982 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1470996.750000 Penalty: 4855.414551
	Iteration 23Q: 3 clusters Score -1470997 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -1471010.375000 Penalty: 4855.414551
	Iteration 24Q: 3 clusters Score -1471010 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1471014.000000 Penalty: 4855.414551
	Iteration 25Q: 3 clusters Score -1471014 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1471023.250000 Penalty: 4855.414551
	Iteration 26Q: 3 clusters Score -1471023 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -1471026.000000 Penalty: 4855.414551
	Iteration 27Q: 3 clusters Score -1471026 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -1471036.750000 Penalty: 4855.414551
	Iteration 28Q: 3 clusters Score -1471037 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -1471035.750000 Penalty: 4855.414551
	Iteration 29Q: 3 clusters Score -1471036 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1471044.625000 Penalty: 4855.414551
	Iteration 30Q: 3 clusters Score -1471045 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -1471047.375000 Penalty: 4855.414551
	Iteration 31Q: 3 clusters Score -1471047 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1471052.125000 Penalty: 4855.414551
	Iteration 32Q: 3 clusters Score -1471052 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1471053.375000 Penalty: 4855.414551
	Iteration 33Q: 3 clusters Score -1471053 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1471054.750000 Penalty: 4855.414551
	Iteration 34Q: 3 clusters Score -1471055 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1471054.375000 Penalty: 4855.414551
	Iteration 35Q: 3 clusters Score -1471054 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1471057.250000 Penalty: 4855.414551
	Iteration 36Q: 3 clusters Score -1471057 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -1471068.000000 Penalty: 4855.414551
	Iteration 37Q: 3 clusters Score -1471068 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -1471066.875000 Penalty: 4855.414551
	Iteration 38Q: 3 clusters Score -1471067 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1471071.750000 Penalty: 4855.414551
	Iteration 39Q: 3 clusters Score -1471072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -1471068.625000 Penalty: 4855.414551
	Iteration 40F: 3 clusters Score -1471069 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1471069.375000 Penalty: 4855.414551
	Iteration 41Q: 3 clusters Score -1471069 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1471074.625000 Penalty: 4855.414551
	Iteration 42Q: 3 clusters Score -1471075 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1471074.375000 Penalty: 4855.414551
	Iteration 43Q: 3 clusters Score -1471074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1471072.250000 Penalty: 4855.414551
	Iteration 44Q: 3 clusters Score -1471072 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -1471076.875000 Penalty: 4855.414551
	Iteration 45Q: 3 clusters Score -1471077 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1471081.125000 Penalty: 4855.414551
	Iteration 46Q: 3 clusters Score -1471081 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1471081.250000 Penalty: 4855.414551
	Iteration 47Q: 3 clusters Score -1471081 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1471078.875000 Penalty: 4855.414551
	Iteration 48Q: 3 clusters Score -1471079 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1471079.125000 Penalty: 4855.414551
	Iteration 49Q: 3 clusters Score -1471079 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1471080.125000 Penalty: 4855.414551
	Iteration 50Q: 3 clusters Score -1471080 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1471081.875000 Penalty: 4855.414551
	Iteration 51Q: 3 clusters Score -1471082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1471079.375000 Penalty: 4855.414551
	Iteration 52Q: 3 clusters Score -1471079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1471082.375000 Penalty: 4855.414551
	Iteration 53Q: 3 clusters Score -1471082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1471082.000000 Penalty: 4855.414551
	Iteration 54Q: 3 clusters Score -1471082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1471081.500000 Penalty: 4855.414551
	Iteration 55Q: 3 clusters Score -1471082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -1471083.625000 Penalty: 4855.414551
	Iteration 56Q: 3 clusters Score -1471084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1471080.125000 Penalty: 4855.414551
	Iteration 57Q: 3 clusters Score -1471080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1471080.125000 Penalty: 4855.414551
	Iteration 58F: 3 clusters Score -1471080 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (158230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158230 members 
Entering Unmasked Estep 
Score: -12628587.000000 Penalty: 2969.007568
	Iteration 0F: 2 clusters Score -1.262859e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79065 members 
Mstep: Class 2 contains 79165 members 
Entering Unmasked Estep 
Score: -12522490.000000 Penalty: 5938.015137
	Iteration 0F: 3 clusters Score -1.252249e+07 nChanged 75835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78534 members 
Mstep: Class 2 contains 79696 members 
Entering Unmasked Estep 
Score: -12566607.000000 Penalty: 5938.015137
	Iteration 1F: 3 clusters Score -1.256661e+07 nChanged 4558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77860 members 
Mstep: Class 2 contains 80370 members 
Entering Unmasked Estep 
Score: -12567672.000000 Penalty: 5938.015137
	Iteration 2Q: 3 clusters Score -1.256767e+07 nChanged 5131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76527 members 
Mstep: Class 2 contains 81703 members 
Entering Unmasked Estep 
Score: -12569365.000000 Penalty: 5938.015137
	Iteration 3Q: 3 clusters Score -1.256936e+07 nChanged 6477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74020 members 
Mstep: Class 2 contains 84210 members 
Entering Unmasked Estep 
Score: -12572135.000000 Penalty: 5938.015137
	Iteration 4Q: 3 clusters Score -1.257214e+07 nChanged 8695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69973 members 
Mstep: Class 2 contains 88257 members 
Entering Unmasked Estep 
Score: -12577333.000000 Penalty: 5938.015137
	Iteration 5F: 3 clusters Score -1.257733e+07 nChanged 11512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63697 members 
Mstep: Class 2 contains 94533 members 
Entering Unmasked Estep 
Score: -12585379.000000 Penalty: 5938.015137
	Iteration 6F: 3 clusters Score -1.258538e+07 nChanged 13358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55563 members 
Mstep: Class 2 contains 102667 members 
Entering Unmasked Estep 
Score: -12595679.000000 Penalty: 5938.015137
	Iteration 7F: 3 clusters Score -1.259568e+07 nChanged 12831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47204 members 
Mstep: Class 2 contains 111026 members 
Entering Unmasked Estep 
Score: -12604861.000000 Penalty: 5938.015137
	Iteration 8F: 3 clusters Score -1.260486e+07 nChanged 10348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39834 members 
Mstep: Class 2 contains 118396 members 
Entering Unmasked Estep 
Score: -12611225.000000 Penalty: 5938.015137
	Iteration 9F: 3 clusters Score -1.261122e+07 nChanged 7629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33693 members 
Mstep: Class 2 contains 124537 members 
Entering Unmasked Estep 
Score: -12615272.000000 Penalty: 5938.015137
	Iteration 10Q: 3 clusters Score -1.261527e+07 nChanged 5695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28566 members 
Mstep: Class 2 contains 129664 members 
Entering Unmasked Estep 
Score: -12618136.000000 Penalty: 5938.015137
	Iteration 11Q: 3 clusters Score -1.261814e+07 nChanged 4604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24168 members 
Mstep: Class 2 contains 134062 members 
Entering Unmasked Estep 
Score: -12620221.000000 Penalty: 5938.015137
	Iteration 12Q: 3 clusters Score -1.262022e+07 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20364 members 
Mstep: Class 2 contains 137866 members 
Entering Unmasked Estep 
Score: -12621842.000000 Penalty: 5938.015137
	Iteration 13Q: 3 clusters Score -1.262184e+07 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17013 members 
Mstep: Class 2 contains 141217 members 
Entering Unmasked Estep 
Score: -12623316.000000 Penalty: 5938.015137
	Iteration 14Q: 3 clusters Score -1.262332e+07 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 143969 members 
Entering Unmasked Estep 
Score: -12624399.000000 Penalty: 5938.015137
	Iteration 15Q: 3 clusters Score -1.26244e+07 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 146162 members 
Entering Unmasked Estep 
Score: -12625163.000000 Penalty: 5938.015137
	Iteration 16Q: 3 clusters Score -1.262516e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 147867 members 
Entering Unmasked Estep 
Score: -12625739.000000 Penalty: 5938.015137
	Iteration 17Q: 3 clusters Score -1.262574e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 149184 members 
Entering Unmasked Estep 
Score: -12626141.000000 Penalty: 5938.015137
	Iteration 18Q: 3 clusters Score -1.262614e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 150200 members 
Entering Unmasked Estep 
Score: -12626492.000000 Penalty: 5938.015137
	Iteration 19Q: 3 clusters Score -1.262649e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 150997 members 
Entering Unmasked Estep 
Score: -12626636.000000 Penalty: 5938.015137
	Iteration 20F: 3 clusters Score -1.262664e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 151589 members 
Entering Unmasked Estep 
Score: -12626784.000000 Penalty: 5938.015137
	Iteration 21Q: 3 clusters Score -1.262678e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 152071 members 
Entering Unmasked Estep 
Score: -12626920.000000 Penalty: 5938.015137
	Iteration 22Q: 3 clusters Score -1.262692e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 152419 members 
Entering Unmasked Estep 
Score: -12626907.000000 Penalty: 5938.015137
	Iteration 23Q: 3 clusters Score -1.262691e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 152701 members 
Entering Unmasked Estep 
Score: -12626960.000000 Penalty: 5938.015137
	Iteration 24Q: 3 clusters Score -1.262696e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 152943 members 
Entering Unmasked Estep 
Score: -12626993.000000 Penalty: 5938.015137
	Iteration 25Q: 3 clusters Score -1.262699e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 153146 members 
Entering Unmasked Estep 
Score: -12627020.000000 Penalty: 5938.015137
	Iteration 26Q: 3 clusters Score -1.262702e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 153324 members 
Entering Unmasked Estep 
Score: -12627087.000000 Penalty: 5938.015137
	Iteration 27Q: 3 clusters Score -1.262709e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 153453 members 
Entering Unmasked Estep 
Score: -12627124.000000 Penalty: 5938.015137
	Iteration 28Q: 3 clusters Score -1.262712e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 153573 members 
Entering Unmasked Estep 
Score: -12627097.000000 Penalty: 5938.015137
	Iteration 29Q: 3 clusters Score -1.26271e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 153685 members 
Entering Unmasked Estep 
Score: -12627107.000000 Penalty: 5938.015137
	Iteration 30Q: 3 clusters Score -1.262711e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 153767 members 
Entering Unmasked Estep 
Score: -12627117.000000 Penalty: 5938.015137
	Iteration 31Q: 3 clusters Score -1.262712e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 153842 members 
Entering Unmasked Estep 
Score: -12627129.000000 Penalty: 5938.015137
	Iteration 32Q: 3 clusters Score -1.262713e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 153897 members 
Entering Unmasked Estep 
Score: -12627140.000000 Penalty: 5938.015137
	Iteration 33Q: 3 clusters Score -1.262714e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 153956 members 
Entering Unmasked Estep 
Score: -12627133.000000 Penalty: 5938.015137
	Iteration 34Q: 3 clusters Score -1.262713e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 153993 members 
Entering Unmasked Estep 
Score: -12627159.000000 Penalty: 5938.015137
	Iteration 35Q: 3 clusters Score -1.262716e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 154029 members 
Entering Unmasked Estep 
Score: -12627170.000000 Penalty: 5938.015137
	Iteration 36Q: 3 clusters Score -1.262717e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 154066 members 
Entering Unmasked Estep 
Score: -12627170.000000 Penalty: 5938.015137
	Iteration 37Q: 3 clusters Score -1.262717e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 154097 members 
Entering Unmasked Estep 
Score: -12627168.000000 Penalty: 5938.015137
	Iteration 38Q: 3 clusters Score -1.262717e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 154129 members 
Entering Unmasked Estep 
Score: -12627178.000000 Penalty: 5938.015137
	Iteration 39Q: 3 clusters Score -1.262718e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 154161 members 
Entering Unmasked Estep 
Score: -12627180.000000 Penalty: 5938.015137
	Iteration 40F: 3 clusters Score -1.262718e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 154197 members 
Entering Unmasked Estep 
Score: -12627172.000000 Penalty: 5938.015137
	Iteration 41Q: 3 clusters Score -1.262717e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 154233 members 
Entering Unmasked Estep 
Score: -12627199.000000 Penalty: 5938.015137
	Iteration 42Q: 3 clusters Score -1.26272e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 154267 members 
Entering Unmasked Estep 
Score: -12627205.000000 Penalty: 5938.015137
	Iteration 43Q: 3 clusters Score -1.26272e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 154291 members 
Entering Unmasked Estep 
Score: -12627203.000000 Penalty: 5938.015137
	Iteration 44Q: 3 clusters Score -1.26272e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 154314 members 
Entering Unmasked Estep 
Score: -12627231.000000 Penalty: 5938.015137
	Iteration 45Q: 3 clusters Score -1.262723e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 154330 members 
Entering Unmasked Estep 
Score: -12627223.000000 Penalty: 5938.015137
	Iteration 46Q: 3 clusters Score -1.262722e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 154344 members 
Entering Unmasked Estep 
Score: -12627237.000000 Penalty: 5938.015137
	Iteration 47Q: 3 clusters Score -1.262724e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 154352 members 
Entering Unmasked Estep 
Score: -12627227.000000 Penalty: 5938.015137
	Iteration 48Q: 3 clusters Score -1.262723e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 154358 members 
Entering Unmasked Estep 
Score: -12627221.000000 Penalty: 5938.015137
	Iteration 49Q: 3 clusters Score -1.262722e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 154360 members 
Entering Unmasked Estep 
Score: -12627227.000000 Penalty: 5938.015137
	Iteration 50Q: 3 clusters Score -1.262723e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 154363 members 
Entering Unmasked Estep 
Score: -12627220.000000 Penalty: 5938.015137
	Iteration 51Q: 3 clusters Score -1.262722e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 154363 members 
Entering Unmasked Estep 
Score: -12627216.000000 Penalty: 5938.015137
	Iteration 52Q: 3 clusters Score -1.262722e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 154366 members 
Entering Unmasked Estep 
Score: -12627211.000000 Penalty: 5938.015137
	Iteration 53Q: 3 clusters Score -1.262721e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 154367 members 
Entering Unmasked Estep 
Score: -12627222.000000 Penalty: 5938.015137
	Iteration 54Q: 3 clusters Score -1.262722e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 154371 members 
Entering Unmasked Estep 
Score: -12627221.000000 Penalty: 5938.015137
	Iteration 55Q: 3 clusters Score -1.262722e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 154376 members 
Entering Unmasked Estep 
Score: -12627227.000000 Penalty: 5938.015137
	Iteration 56Q: 3 clusters Score -1.262723e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 154381 members 
Entering Unmasked Estep 
Score: -12627226.000000 Penalty: 5938.015137
	Iteration 57Q: 3 clusters Score -1.262723e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 154390 members 
Entering Unmasked Estep 
Score: -12627220.000000 Penalty: 5938.015137
	Iteration 58Q: 3 clusters Score -1.262722e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 154398 members 
Entering Unmasked Estep 
Score: -12627220.000000 Penalty: 5938.015137
	Iteration 59Q: 3 clusters Score -1.262722e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 154405 members 
Entering Unmasked Estep 
Score: -12627227.000000 Penalty: 5938.015137
	Iteration 60F: 3 clusters Score -1.262723e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 154410 members 
Entering Unmasked Estep 
Score: -12627220.000000 Penalty: 5938.015137
	Iteration 61Q: 3 clusters Score -1.262722e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 154416 members 
Entering Unmasked Estep 
Score: -12627227.000000 Penalty: 5938.015137
	Iteration 62Q: 3 clusters Score -1.262723e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 154420 members 
Entering Unmasked Estep 
Score: -12627226.000000 Penalty: 5938.015137
	Iteration 63Q: 3 clusters Score -1.262723e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 154426 members 
Entering Unmasked Estep 
Score: -12627231.000000 Penalty: 5938.015137
	Iteration 64Q: 3 clusters Score -1.262723e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 154434 members 
Entering Unmasked Estep 
Score: -12627231.000000 Penalty: 5938.015137
	Iteration 65Q: 3 clusters Score -1.262723e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 154444 members 
Entering Unmasked Estep 
Score: -12627226.000000 Penalty: 5938.015137
	Iteration 66Q: 3 clusters Score -1.262723e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 154459 members 
Entering Unmasked Estep 
Score: -12627227.000000 Penalty: 5938.015137
	Iteration 67Q: 3 clusters Score -1.262723e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 154462 members 
Entering Unmasked Estep 
Score: -12627238.000000 Penalty: 5938.015137
	Iteration 68Q: 3 clusters Score -1.262724e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 154473 members 
Entering Unmasked Estep 
Score: -12627229.000000 Penalty: 5938.015137
	Iteration 69Q: 3 clusters Score -1.262723e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 154483 members 
Entering Unmasked Estep 
Score: -12627246.000000 Penalty: 5938.015137
	Iteration 70Q: 3 clusters Score -1.262725e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 154491 members 
Entering Unmasked Estep 
Score: -12627266.000000 Penalty: 5938.015137
	Iteration 71Q: 3 clusters Score -1.262727e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 154497 members 
Entering Unmasked Estep 
Score: -12627248.000000 Penalty: 5938.015137
	Iteration 72Q: 3 clusters Score -1.262725e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 154499 members 
Entering Unmasked Estep 
Score: -12627265.000000 Penalty: 5938.015137
	Iteration 73Q: 3 clusters Score -1.262726e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 154499 members 
Entering Unmasked Estep 
Score: -12627265.000000 Penalty: 5938.015137
	Iteration 74F: 3 clusters Score -1.262726e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (16632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16632 members 
Entering Unmasked Estep 
Score: -1242979.375000 Penalty: 2410.332764
	Iteration 0F: 2 clusters Score -1242979 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -1231294.375000 Penalty: 4820.665527
	Iteration 0F: 3 clusters Score -1231294 nChanged 7094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -1235543.000000 Penalty: 4820.665527
	Iteration 1F: 3 clusters Score -1235543 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1236422.000000 Penalty: 4820.665527
	Iteration 2F: 3 clusters Score -1236422 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1237109.625000 Penalty: 4820.665527
	Iteration 3F: 3 clusters Score -1237110 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -1237700.375000 Penalty: 4820.665527
	Iteration 4F: 3 clusters Score -1237700 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1238244.875000 Penalty: 4820.665527
	Iteration 5F: 3 clusters Score -1238245 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -1238745.750000 Penalty: 4820.665527
	Iteration 6F: 3 clusters Score -1238746 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1239343.000000 Penalty: 4820.665527
	Iteration 7Q: 3 clusters Score -1239343 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1240054.250000 Penalty: 4820.665527
	Iteration 8F: 3 clusters Score -1240054 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -1240846.125000 Penalty: 4820.665527
	Iteration 9F: 3 clusters Score -1240846 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1241990.125000 Penalty: 4820.665527
	Iteration 10F: 3 clusters Score -1241990 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1243707.500000 Penalty: 4820.665527
	Iteration 11F: 3 clusters Score -1243708 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1246003.875000 Penalty: 4820.665527
	Iteration 12F: 3 clusters Score -1246004 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1248357.875000 Penalty: 4820.665527
	Iteration 13F: 3 clusters Score -1248358 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1249933.375000 Penalty: 4820.665527
	Iteration 14Q: 3 clusters Score -1249933 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1250782.500000 Penalty: 4820.665527
	Iteration 15Q: 3 clusters Score -1250782 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1251315.375000 Penalty: 4820.665527
	Iteration 16Q: 3 clusters Score -1251315 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -1251387.875000 Penalty: 4820.665527
	Iteration 17Q: 3 clusters Score -1251388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1251387.375000 Penalty: 4820.665527
	Iteration 18Q: 3 clusters Score -1251387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1251389.000000 Penalty: 4820.665527
	Iteration 19Q: 3 clusters Score -1251389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1251390.375000 Penalty: 4820.665527
	Iteration 20F: 3 clusters Score -1251390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 78321 members 
Mstep: Class 2 contains 21465 members 
Mstep: Class 3 contains 3982 members 
Mstep: Class 4 contains 3693 members 
Mstep: Class 5 contains 17839 members 
Mstep: Class 6 contains 158230 members 
Mstep: Class 7 contains 8979 members 
Mstep: Class 8 contains 34159 members 
Mstep: Class 9 contains 723784 members 
Mstep: Class 10 contains 41085 members 
Mstep: Class 11 contains 81142 members 
Mstep: Class 12 contains 87922 members 
Mstep: Class 13 contains 12225 members 
Mstep: Class 14 contains 9609 members 
Mstep: Class 15 contains 14940 members 
Mstep: Class 16 contains 25226 members 
Mstep: Class 17 contains 19268 members 
Mstep: Class 18 contains 13206 members 
Mstep: Class 19 contains 57374 members 
Mstep: Class 20 contains 23127 members 
Mstep: Class 21 contains 19843 members 
Mstep: Class 22 contains 7653 members 
Entering Unmasked Estep 
Score: -111862016.000000 Penalty: 77453.726562
Splitting cluster 7 changes total score from -111831712.000000 to -111862016.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 8 (34159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34159 members 
Entering Unmasked Estep 
Score: -2579800.500000 Penalty: 2588.817871
	Iteration 0F: 2 clusters Score -2579800 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17059 members 
Mstep: Class 2 contains 17100 members 
Entering Unmasked Estep 
Score: -2556602.500000 Penalty: 5177.635742
	Iteration 0F: 3 clusters Score -2556602 nChanged 15540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16943 members 
Mstep: Class 2 contains 17216 members 
Entering Unmasked Estep 
Score: -2565434.500000 Penalty: 5177.635742
	Iteration 1F: 3 clusters Score -2565434 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16948 members 
Mstep: Class 2 contains 17211 members 
Entering Unmasked Estep 
Score: -2566697.500000 Penalty: 5177.635742
	Iteration 2F: 3 clusters Score -2566698 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16905 members 
Mstep: Class 2 contains 17254 members 
Entering Unmasked Estep 
Score: -2568684.000000 Penalty: 5177.635742
	Iteration 3F: 3 clusters Score -2568684 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16646 members 
Mstep: Class 2 contains 17513 members 
Entering Unmasked Estep 
Score: -2571354.250000 Penalty: 5177.635742
	Iteration 4F: 3 clusters Score -2571354 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15864 members 
Mstep: Class 2 contains 18295 members 
Entering Unmasked Estep 
Score: -2574097.000000 Penalty: 5177.635742
	Iteration 5F: 3 clusters Score -2574097 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 19480 members 
Entering Unmasked Estep 
Score: -2577212.000000 Penalty: 5177.635742
	Iteration 6F: 3 clusters Score -2577212 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 21035 members 
Entering Unmasked Estep 
Score: -2580404.000000 Penalty: 5177.635742
	Iteration 7F: 3 clusters Score -2580404 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 22398 members 
Entering Unmasked Estep 
Score: -2582930.750000 Penalty: 5177.635742
	Iteration 8F: 3 clusters Score -2582931 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 23410 members 
Entering Unmasked Estep 
Score: -2584978.000000 Penalty: 5177.635742
	Iteration 9Q: 3 clusters Score -2584978 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 24221 members 
Entering Unmasked Estep 
Score: -2586801.750000 Penalty: 5177.635742
	Iteration 10Q: 3 clusters Score -2586802 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 24904 members 
Entering Unmasked Estep 
Score: -2588494.500000 Penalty: 5177.635742
	Iteration 11Q: 3 clusters Score -2588494 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 25244 members 
Entering Unmasked Estep 
Score: -2589130.250000 Penalty: 5177.635742
	Iteration 12Q: 3 clusters Score -2589130 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 25364 members 
Entering Unmasked Estep 
Score: -2589232.000000 Penalty: 5177.635742
	Iteration 13Q: 3 clusters Score -2589232 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 25393 members 
Entering Unmasked Estep 
Score: -2589241.750000 Penalty: 5177.635742
	Iteration 14Q: 3 clusters Score -2589242 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 25384 members 
Entering Unmasked Estep 
Score: -2589254.000000 Penalty: 5177.635742
	Iteration 15Q: 3 clusters Score -2589254 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 25375 members 
Entering Unmasked Estep 
Score: -2589262.500000 Penalty: 5177.635742
	Iteration 16Q: 3 clusters Score -2589262 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 25368 members 
Entering Unmasked Estep 
Score: -2589256.250000 Penalty: 5177.635742
	Iteration 17Q: 3 clusters Score -2589256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 25362 members 
Entering Unmasked Estep 
Score: -2589258.500000 Penalty: 5177.635742
	Iteration 18Q: 3 clusters Score -2589258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 25358 members 
Entering Unmasked Estep 
Score: -2589259.750000 Penalty: 5177.635742
	Iteration 19Q: 3 clusters Score -2589260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 25357 members 
Entering Unmasked Estep 
Score: -2589260.000000 Penalty: 5177.635742
	Iteration 20F: 3 clusters Score -2589260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 25357 members 
Entering Unmasked Estep 
Score: -2589257.500000 Penalty: 5177.635742
	Iteration 21Q: 3 clusters Score -2589258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 25357 members 
Entering Unmasked Estep 
Score: -2589257.500000 Penalty: 5177.635742
	Iteration 22F: 3 clusters Score -2589258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 78321 members 
Mstep: Class 2 contains 21465 members 
Mstep: Class 3 contains 3982 members 
Mstep: Class 4 contains 3693 members 
Mstep: Class 5 contains 17839 members 
Mstep: Class 6 contains 158230 members 
Mstep: Class 7 contains 8979 members 
Mstep: Class 8 contains 8802 members 
Mstep: Class 9 contains 723784 members 
Mstep: Class 10 contains 41085 members 
Mstep: Class 11 contains 81142 members 
Mstep: Class 12 contains 87922 members 
Mstep: Class 13 contains 12225 members 
Mstep: Class 14 contains 9609 members 
Mstep: Class 15 contains 14940 members 
Mstep: Class 16 contains 25226 members 
Mstep: Class 17 contains 19268 members 
Mstep: Class 18 contains 13206 members 
Mstep: Class 19 contains 57374 members 
Mstep: Class 20 contains 23127 members 
Mstep: Class 21 contains 19843 members 
Mstep: Class 22 contains 7653 members 
Mstep: Class 23 contains 25357 members 
Entering Unmasked Estep 
Score: -111871144.000000 Penalty: 80974.351562
Splitting cluster 8 changes total score from -111831712.000000 to -111871144.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 9 (723784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723784 members 
Entering Unmasked Estep 
Score: -56672524.000000 Penalty: 3346.077637
	Iteration 0F: 2 clusters Score -5.667252e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361979 members 
Mstep: Class 2 contains 361805 members 
Entering Unmasked Estep 
Score: -56183164.000000 Penalty: 6692.155273
	Iteration 0F: 3 clusters Score -5.618316e+07 nChanged 354734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365617 members 
Mstep: Class 2 contains 358167 members 
Entering Unmasked Estep 
Score: -56403092.000000 Penalty: 6692.155273
	Iteration 1F: 3 clusters Score -5.640309e+07 nChanged 24478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368719 members 
Mstep: Class 2 contains 355065 members 
Entering Unmasked Estep 
Score: -56412692.000000 Penalty: 6692.155273
	Iteration 2Q: 3 clusters Score -5.641269e+07 nChanged 30172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372831 members 
Mstep: Class 2 contains 350953 members 
Entering Unmasked Estep 
Score: -56427740.000000 Penalty: 6692.155273
	Iteration 3Q: 3 clusters Score -5.642774e+07 nChanged 36522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376487 members 
Mstep: Class 2 contains 347297 members 
Entering Unmasked Estep 
Score: -56448724.000000 Penalty: 6692.155273
	Iteration 4F: 3 clusters Score -5.644872e+07 nChanged 41726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377039 members 
Mstep: Class 2 contains 346745 members 
Entering Unmasked Estep 
Score: -56472684.000000 Penalty: 6692.155273
	Iteration 5F: 3 clusters Score -5.647268e+07 nChanged 44655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372590 members 
Mstep: Class 2 contains 351194 members 
Entering Unmasked Estep 
Score: -56499020.000000 Penalty: 6692.155273
	Iteration 6F: 3 clusters Score -5.649902e+07 nChanged 45512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363126 members 
Mstep: Class 2 contains 360658 members 
Entering Unmasked Estep 
Score: -56527228.000000 Penalty: 6692.155273
	Iteration 7F: 3 clusters Score -5.652723e+07 nChanged 42750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351334 members 
Mstep: Class 2 contains 372450 members 
Entering Unmasked Estep 
Score: -56553532.000000 Penalty: 6692.155273
	Iteration 8F: 3 clusters Score -5.655353e+07 nChanged 35578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339236 members 
Mstep: Class 2 contains 384548 members 
Entering Unmasked Estep 
Score: -56570496.000000 Penalty: 6692.155273
	Iteration 9Q: 3 clusters Score -5.65705e+07 nChanged 25295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327887 members 
Mstep: Class 2 contains 395897 members 
Entering Unmasked Estep 
Score: -56579888.000000 Penalty: 6692.155273
	Iteration 10Q: 3 clusters Score -5.657989e+07 nChanged 17233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316764 members 
Mstep: Class 2 contains 407020 members 
Entering Unmasked Estep 
Score: -56584520.000000 Penalty: 6692.155273
	Iteration 11Q: 3 clusters Score -5.658452e+07 nChanged 13189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305351 members 
Mstep: Class 2 contains 418433 members 
Entering Unmasked Estep 
Score: -56587944.000000 Penalty: 6692.155273
	Iteration 12Q: 3 clusters Score -5.658794e+07 nChanged 12717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293218 members 
Mstep: Class 2 contains 430566 members 
Entering Unmasked Estep 
Score: -56591976.000000 Penalty: 6692.155273
	Iteration 13Q: 3 clusters Score -5.659198e+07 nChanged 13126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280424 members 
Mstep: Class 2 contains 443360 members 
Entering Unmasked Estep 
Score: -56596432.000000 Penalty: 6692.155273
	Iteration 14Q: 3 clusters Score -5.659643e+07 nChanged 14046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266712 members 
Mstep: Class 2 contains 457072 members 
Entering Unmasked Estep 
Score: -56601056.000000 Penalty: 6692.155273
	Iteration 15Q: 3 clusters Score -5.660106e+07 nChanged 14973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252021 members 
Mstep: Class 2 contains 471763 members 
Entering Unmasked Estep 
Score: -56607308.000000 Penalty: 6692.155273
	Iteration 16Q: 3 clusters Score -5.660731e+07 nChanged 15744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236519 members 
Mstep: Class 2 contains 487265 members 
Entering Unmasked Estep 
Score: -56614360.000000 Penalty: 6692.155273
	Iteration 17Q: 3 clusters Score -5.661436e+07 nChanged 16706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220105 members 
Mstep: Class 2 contains 503679 members 
Entering Unmasked Estep 
Score: -56622252.000000 Penalty: 6692.155273
	Iteration 18Q: 3 clusters Score -5.662225e+07 nChanged 17159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203256 members 
Mstep: Class 2 contains 520528 members 
Entering Unmasked Estep 
Score: -56631360.000000 Penalty: 6692.155273
	Iteration 19Q: 3 clusters Score -5.663136e+07 nChanged 17267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186253 members 
Mstep: Class 2 contains 537531 members 
Entering Unmasked Estep 
Score: -56642260.000000 Penalty: 6692.155273
	Iteration 20F: 3 clusters Score -5.664226e+07 nChanged 16582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169985 members 
Mstep: Class 2 contains 553799 members 
Entering Unmasked Estep 
Score: -56652912.000000 Penalty: 6692.155273
	Iteration 21Q: 3 clusters Score -5.665291e+07 nChanged 15355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154920 members 
Mstep: Class 2 contains 568864 members 
Entering Unmasked Estep 
Score: -56662212.000000 Penalty: 6692.155273
	Iteration 22Q: 3 clusters Score -5.666221e+07 nChanged 13700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141440 members 
Mstep: Class 2 contains 582344 members 
Entering Unmasked Estep 
Score: -56670152.000000 Penalty: 6692.155273
	Iteration 23Q: 3 clusters Score -5.667015e+07 nChanged 11734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129810 members 
Mstep: Class 2 contains 593974 members 
Entering Unmasked Estep 
Score: -56675880.000000 Penalty: 6692.155273
	Iteration 24Q: 3 clusters Score -5.667588e+07 nChanged 9921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119941 members 
Mstep: Class 2 contains 603843 members 
Entering Unmasked Estep 
Score: -56680348.000000 Penalty: 6692.155273
	Iteration 25Q: 3 clusters Score -5.668035e+07 nChanged 8448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111509 members 
Mstep: Class 2 contains 612275 members 
Entering Unmasked Estep 
Score: -56683736.000000 Penalty: 6692.155273
	Iteration 26Q: 3 clusters Score -5.668374e+07 nChanged 7225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104286 members 
Mstep: Class 2 contains 619498 members 
Entering Unmasked Estep 
Score: -56686464.000000 Penalty: 6692.155273
	Iteration 27Q: 3 clusters Score -5.668646e+07 nChanged 5922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98366 members 
Mstep: Class 2 contains 625418 members 
Entering Unmasked Estep 
Score: -56688576.000000 Penalty: 6692.155273
	Iteration 28Q: 3 clusters Score -5.668858e+07 nChanged 4947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93419 members 
Mstep: Class 2 contains 630365 members 
Entering Unmasked Estep 
Score: -56690172.000000 Penalty: 6692.155273
	Iteration 29Q: 3 clusters Score -5.669017e+07 nChanged 4079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89340 members 
Mstep: Class 2 contains 634444 members 
Entering Unmasked Estep 
Score: -56691424.000000 Penalty: 6692.155273
	Iteration 30Q: 3 clusters Score -5.669142e+07 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85861 members 
Mstep: Class 2 contains 637923 members 
Entering Unmasked Estep 
Score: -56692204.000000 Penalty: 6692.155273
	Iteration 31Q: 3 clusters Score -5.66922e+07 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82917 members 
Mstep: Class 2 contains 640867 members 
Entering Unmasked Estep 
Score: -56692584.000000 Penalty: 6692.155273
	Iteration 32Q: 3 clusters Score -5.669258e+07 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80524 members 
Mstep: Class 2 contains 643260 members 
Entering Unmasked Estep 
Score: -56692960.000000 Penalty: 6692.155273
	Iteration 33Q: 3 clusters Score -5.669296e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78570 members 
Mstep: Class 2 contains 645214 members 
Entering Unmasked Estep 
Score: -56693536.000000 Penalty: 6692.155273
	Iteration 34Q: 3 clusters Score -5.669354e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76909 members 
Mstep: Class 2 contains 646875 members 
Entering Unmasked Estep 
Score: -56693656.000000 Penalty: 6692.155273
	Iteration 35Q: 3 clusters Score -5.669366e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75394 members 
Mstep: Class 2 contains 648390 members 
Entering Unmasked Estep 
Score: -56693764.000000 Penalty: 6692.155273
	Iteration 36Q: 3 clusters Score -5.669376e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74106 members 
Mstep: Class 2 contains 649678 members 
Entering Unmasked Estep 
Score: -56693836.000000 Penalty: 6692.155273
	Iteration 37Q: 3 clusters Score -5.669384e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73032 members 
Mstep: Class 2 contains 650752 members 
Entering Unmasked Estep 
Score: -56693896.000000 Penalty: 6692.155273
	Iteration 38Q: 3 clusters Score -5.66939e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72199 members 
Mstep: Class 2 contains 651585 members 
Entering Unmasked Estep 
Score: -56694052.000000 Penalty: 6692.155273
	Iteration 39Q: 3 clusters Score -5.669405e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71505 members 
Mstep: Class 2 contains 652279 members 
Entering Unmasked Estep 
Score: -56694124.000000 Penalty: 6692.155273
	Iteration 40F: 3 clusters Score -5.669412e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70875 members 
Mstep: Class 2 contains 652909 members 
Entering Unmasked Estep 
Score: -56694188.000000 Penalty: 6692.155273
	Iteration 41Q: 3 clusters Score -5.669419e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70327 members 
Mstep: Class 2 contains 653457 members 
Entering Unmasked Estep 
Score: -56694140.000000 Penalty: 6692.155273
	Iteration 42Q: 3 clusters Score -5.669414e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69846 members 
Mstep: Class 2 contains 653938 members 
Entering Unmasked Estep 
Score: -56694252.000000 Penalty: 6692.155273
	Iteration 43Q: 3 clusters Score -5.669425e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69441 members 
Mstep: Class 2 contains 654343 members 
Entering Unmasked Estep 
Score: -56694272.000000 Penalty: 6692.155273
	Iteration 44Q: 3 clusters Score -5.669427e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69105 members 
Mstep: Class 2 contains 654679 members 
Entering Unmasked Estep 
Score: -56694324.000000 Penalty: 6692.155273
	Iteration 45Q: 3 clusters Score -5.669432e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68851 members 
Mstep: Class 2 contains 654933 members 
Entering Unmasked Estep 
Score: -56694280.000000 Penalty: 6692.155273
	Iteration 46Q: 3 clusters Score -5.669428e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68627 members 
Mstep: Class 2 contains 655157 members 
Entering Unmasked Estep 
Score: -56694308.000000 Penalty: 6692.155273
	Iteration 47Q: 3 clusters Score -5.669431e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68452 members 
Mstep: Class 2 contains 655332 members 
Entering Unmasked Estep 
Score: -56694316.000000 Penalty: 6692.155273
	Iteration 48Q: 3 clusters Score -5.669432e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68299 members 
Mstep: Class 2 contains 655485 members 
Entering Unmasked Estep 
Score: -56694312.000000 Penalty: 6692.155273
	Iteration 49Q: 3 clusters Score -5.669431e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68176 members 
Mstep: Class 2 contains 655608 members 
Entering Unmasked Estep 
Score: -56694360.000000 Penalty: 6692.155273
	Iteration 50Q: 3 clusters Score -5.669436e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68051 members 
Mstep: Class 2 contains 655733 members 
Entering Unmasked Estep 
Score: -56694384.000000 Penalty: 6692.155273
	Iteration 51Q: 3 clusters Score -5.669438e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67946 members 
Mstep: Class 2 contains 655838 members 
Entering Unmasked Estep 
Score: -56694304.000000 Penalty: 6692.155273
	Iteration 52Q: 3 clusters Score -5.66943e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67853 members 
Mstep: Class 2 contains 655931 members 
Entering Unmasked Estep 
Score: -56694340.000000 Penalty: 6692.155273
	Iteration 53Q: 3 clusters Score -5.669434e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67762 members 
Mstep: Class 2 contains 656022 members 
Entering Unmasked Estep 
Score: -56694340.000000 Penalty: 6692.155273
	Iteration 54Q: 3 clusters Score -5.669434e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67684 members 
Mstep: Class 2 contains 656100 members 
Entering Unmasked Estep 
Score: -56694396.000000 Penalty: 6692.155273
	Iteration 55Q: 3 clusters Score -5.66944e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67614 members 
Mstep: Class 2 contains 656170 members 
Entering Unmasked Estep 
Score: -56694436.000000 Penalty: 6692.155273
	Iteration 56Q: 3 clusters Score -5.669444e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67551 members 
Mstep: Class 2 contains 656233 members 
Entering Unmasked Estep 
Score: -56694432.000000 Penalty: 6692.155273
	Iteration 57Q: 3 clusters Score -5.669443e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67499 members 
Mstep: Class 2 contains 656285 members 
Entering Unmasked Estep 
Score: -56694496.000000 Penalty: 6692.155273
	Iteration 58Q: 3 clusters Score -5.66945e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67446 members 
Mstep: Class 2 contains 656338 members 
Entering Unmasked Estep 
Score: -56694472.000000 Penalty: 6692.155273
	Iteration 59Q: 3 clusters Score -5.669447e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67413 members 
Mstep: Class 2 contains 656371 members 
Entering Unmasked Estep 
Score: -56694456.000000 Penalty: 6692.155273
	Iteration 60F: 3 clusters Score -5.669446e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67378 members 
Mstep: Class 2 contains 656406 members 
Entering Unmasked Estep 
Score: -56694516.000000 Penalty: 6692.155273
	Iteration 61Q: 3 clusters Score -5.669452e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67347 members 
Mstep: Class 2 contains 656437 members 
Entering Unmasked Estep 
Score: -56694464.000000 Penalty: 6692.155273
	Iteration 62Q: 3 clusters Score -5.669446e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67318 members 
Mstep: Class 2 contains 656466 members 
Entering Unmasked Estep 
Score: -56694484.000000 Penalty: 6692.155273
	Iteration 63Q: 3 clusters Score -5.669448e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67285 members 
Mstep: Class 2 contains 656499 members 
Entering Unmasked Estep 
Score: -56694508.000000 Penalty: 6692.155273
	Iteration 64Q: 3 clusters Score -5.669451e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67261 members 
Mstep: Class 2 contains 656523 members 
Entering Unmasked Estep 
Score: -56694556.000000 Penalty: 6692.155273
	Iteration 65Q: 3 clusters Score -5.669456e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67239 members 
Mstep: Class 2 contains 656545 members 
Entering Unmasked Estep 
Score: -56694584.000000 Penalty: 6692.155273
	Iteration 66Q: 3 clusters Score -5.669458e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67220 members 
Mstep: Class 2 contains 656564 members 
Entering Unmasked Estep 
Score: -56694564.000000 Penalty: 6692.155273
	Iteration 67Q: 3 clusters Score -5.669456e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67210 members 
Mstep: Class 2 contains 656574 members 
Entering Unmasked Estep 
Score: -56694544.000000 Penalty: 6692.155273
	Iteration 68Q: 3 clusters Score -5.669454e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67204 members 
Mstep: Class 2 contains 656580 members 
Entering Unmasked Estep 
Score: -56694552.000000 Penalty: 6692.155273
	Iteration 69Q: 3 clusters Score -5.669455e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67196 members 
Mstep: Class 2 contains 656588 members 
Entering Unmasked Estep 
Score: -56694532.000000 Penalty: 6692.155273
	Iteration 70Q: 3 clusters Score -5.669453e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67192 members 
Mstep: Class 2 contains 656592 members 
Entering Unmasked Estep 
Score: -56694560.000000 Penalty: 6692.155273
	Iteration 71Q: 3 clusters Score -5.669456e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67188 members 
Mstep: Class 2 contains 656596 members 
Entering Unmasked Estep 
Score: -56694544.000000 Penalty: 6692.155273
	Iteration 72Q: 3 clusters Score -5.669454e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67185 members 
Mstep: Class 2 contains 656599 members 
Entering Unmasked Estep 
Score: -56694560.000000 Penalty: 6692.155273
	Iteration 73Q: 3 clusters Score -5.669456e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67184 members 
Mstep: Class 2 contains 656600 members 
Entering Unmasked Estep 
Score: -56694552.000000 Penalty: 6692.155273
	Iteration 74Q: 3 clusters Score -5.669455e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67183 members 
Mstep: Class 2 contains 656601 members 
Entering Unmasked Estep 
Score: -56694580.000000 Penalty: 6692.155273
	Iteration 75Q: 3 clusters Score -5.669458e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67182 members 
Mstep: Class 2 contains 656602 members 
Entering Unmasked Estep 
Score: -56694580.000000 Penalty: 6692.155273
	Iteration 76Q: 3 clusters Score -5.669458e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67182 members 
Mstep: Class 2 contains 656602 members 
Entering Unmasked Estep 
Score: -56694580.000000 Penalty: 6692.155273
	Iteration 77F: 3 clusters Score -5.669458e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 78321 members 
Mstep: Class 2 contains 21465 members 
Mstep: Class 3 contains 3982 members 
Mstep: Class 4 contains 3693 members 
Mstep: Class 5 contains 17839 members 
Mstep: Class 6 contains 158230 members 
Mstep: Class 7 contains 8979 members 
Mstep: Class 8 contains 8802 members 
Mstep: Class 9 contains 67182 members 
Mstep: Class 10 contains 41085 members 
Mstep: Class 11 contains 81142 members 
Mstep: Class 12 contains 87922 members 
Mstep: Class 13 contains 12225 members 
Mstep: Class 14 contains 9609 members 
Mstep: Class 15 contains 14940 members 
Mstep: Class 16 contains 25226 members 
Mstep: Class 17 contains 19268 members 
Mstep: Class 18 contains 13206 members 
Mstep: Class 19 contains 57374 members 
Mstep: Class 20 contains 23127 members 
Mstep: Class 21 contains 19843 members 
Mstep: Class 22 contains 7653 members 
Mstep: Class 23 contains 25357 members 
Mstep: Class 24 contains 656602 members 
Entering Unmasked Estep 
Score: -111891504.000000 Penalty: 84494.976562
Splitting cluster 9 changes total score from -111831712.000000 to -111891504.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 10 (41085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41085 members 
Entering Unmasked Estep 
Score: -3380703.250000 Penalty: 2634.602783
	Iteration 0F: 2 clusters Score -3380703 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20642 members 
Mstep: Class 2 contains 20443 members 
Entering Unmasked Estep 
Score: -3352912.500000 Penalty: 5269.205566
	Iteration 0F: 3 clusters Score -3352912 nChanged 18742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21666 members 
Mstep: Class 2 contains 19419 members 
Entering Unmasked Estep 
Score: -3363005.500000 Penalty: 5269.205566
	Iteration 1F: 3 clusters Score -3363006 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22336 members 
Mstep: Class 2 contains 18749 members 
Entering Unmasked Estep 
Score: -3363487.000000 Penalty: 5269.205566
	Iteration 2Q: 3 clusters Score -3363487 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23276 members 
Mstep: Class 2 contains 17809 members 
Entering Unmasked Estep 
Score: -3363990.500000 Penalty: 5269.205566
	Iteration 3Q: 3 clusters Score -3363990 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24614 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -3364649.250000 Penalty: 5269.205566
	Iteration 4Q: 3 clusters Score -3364649 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26493 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -3365628.500000 Penalty: 5269.205566
	Iteration 5Q: 3 clusters Score -3365628 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29022 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -3367220.750000 Penalty: 5269.205566
	Iteration 6F: 3 clusters Score -3367221 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32108 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -3369627.500000 Penalty: 5269.205566
	Iteration 7F: 3 clusters Score -3369628 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35491 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -3372796.250000 Penalty: 5269.205566
	Iteration 8F: 3 clusters Score -3372796 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38345 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -3375700.750000 Penalty: 5269.205566
	Iteration 9F: 3 clusters Score -3375701 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39935 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -3377316.750000 Penalty: 5269.205566
	Iteration 10Q: 3 clusters Score -3377317 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40549 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -3377929.250000 Penalty: 5269.205566
	Iteration 11Q: 3 clusters Score -3377929 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40737 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -3378154.000000 Penalty: 5269.205566
	Iteration 12Q: 3 clusters Score -3378154 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40798 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -3378245.500000 Penalty: 5269.205566
	Iteration 13Q: 3 clusters Score -3378246 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40829 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -3378287.500000 Penalty: 5269.205566
	Iteration 14Q: 3 clusters Score -3378288 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40843 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -3378316.500000 Penalty: 5269.205566
	Iteration 15Q: 3 clusters Score -3378316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40852 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -3378341.500000 Penalty: 5269.205566
	Iteration 16Q: 3 clusters Score -3378342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40854 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -3378342.250000 Penalty: 5269.205566
	Iteration 17Q: 3 clusters Score -3378342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40855 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -3378340.750000 Penalty: 5269.205566
	Iteration 18Q: 3 clusters Score -3378341 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40857 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -3378345.250000 Penalty: 5269.205566
	Iteration 19Q: 3 clusters Score -3378345 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40858 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -3378350.500000 Penalty: 5269.205566
	Iteration 20F: 3 clusters Score -3378350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40863 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -3378357.000000 Penalty: 5269.205566
	Iteration 21Q: 3 clusters Score -3378357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40862 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -3378359.750000 Penalty: 5269.205566
	Iteration 22Q: 3 clusters Score -3378360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40861 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -3378357.500000 Penalty: 5269.205566
	Iteration 23Q: 3 clusters Score -3378358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40861 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -3378357.500000 Penalty: 5269.205566
	Iteration 24F: 3 clusters Score -3378358 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (81142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81142 members 
Entering Unmasked Estep 
Score: -6264652.500000 Penalty: 2803.381104
	Iteration 0F: 2 clusters Score -6264652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40629 members 
Mstep: Class 2 contains 40513 members 
Entering Unmasked Estep 
Score: -6210076.500000 Penalty: 5606.762207
	Iteration 0F: 3 clusters Score -6210076 nChanged 38423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40200 members 
Mstep: Class 2 contains 40942 members 
Entering Unmasked Estep 
Score: -6233876.500000 Penalty: 5606.762207
	Iteration 1F: 3 clusters Score -6233876 nChanged 5387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38553 members 
Mstep: Class 2 contains 42589 members 
Entering Unmasked Estep 
Score: -6239409.000000 Penalty: 5606.762207
	Iteration 2F: 3 clusters Score -6239409 nChanged 7993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34960 members 
Mstep: Class 2 contains 46182 members 
Entering Unmasked Estep 
Score: -6247808.000000 Penalty: 5606.762207
	Iteration 3F: 3 clusters Score -6247808 nChanged 9079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29755 members 
Mstep: Class 2 contains 51387 members 
Entering Unmasked Estep 
Score: -6255823.500000 Penalty: 5606.762207
	Iteration 4F: 3 clusters Score -6255824 nChanged 7353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24676 members 
Mstep: Class 2 contains 56466 members 
Entering Unmasked Estep 
Score: -6261235.500000 Penalty: 5606.762207
	Iteration 5F: 3 clusters Score -6261236 nChanged 4936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20740 members 
Mstep: Class 2 contains 60402 members 
Entering Unmasked Estep 
Score: -6264277.500000 Penalty: 5606.762207
	Iteration 6F: 3 clusters Score -6264278 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17637 members 
Mstep: Class 2 contains 63505 members 
Entering Unmasked Estep 
Score: -6266182.500000 Penalty: 5606.762207
	Iteration 7Q: 3 clusters Score -6266182 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 66089 members 
Entering Unmasked Estep 
Score: -6267705.500000 Penalty: 5606.762207
	Iteration 8Q: 3 clusters Score -6267706 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 68312 members 
Entering Unmasked Estep 
Score: -6269028.000000 Penalty: 5606.762207
	Iteration 9Q: 3 clusters Score -6269028 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 70251 members 
Entering Unmasked Estep 
Score: -6270211.000000 Penalty: 5606.762207
	Iteration 10Q: 3 clusters Score -6270211 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 71776 members 
Entering Unmasked Estep 
Score: -6271079.500000 Penalty: 5606.762207
	Iteration 11Q: 3 clusters Score -6271080 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 72979 members 
Entering Unmasked Estep 
Score: -6271661.000000 Penalty: 5606.762207
	Iteration 12Q: 3 clusters Score -6271661 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 73846 members 
Entering Unmasked Estep 
Score: -6272048.500000 Penalty: 5606.762207
	Iteration 13Q: 3 clusters Score -6272048 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 74463 members 
Entering Unmasked Estep 
Score: -6272252.000000 Penalty: 5606.762207
	Iteration 14Q: 3 clusters Score -6272252 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 74916 members 
Entering Unmasked Estep 
Score: -6272388.500000 Penalty: 5606.762207
	Iteration 15Q: 3 clusters Score -6272388 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 75229 members 
Entering Unmasked Estep 
Score: -6272439.500000 Penalty: 5606.762207
	Iteration 16Q: 3 clusters Score -6272440 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 75442 members 
Entering Unmasked Estep 
Score: -6272476.500000 Penalty: 5606.762207
	Iteration 17Q: 3 clusters Score -6272476 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 75587 members 
Entering Unmasked Estep 
Score: -6272502.500000 Penalty: 5606.762207
	Iteration 18Q: 3 clusters Score -6272502 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 75695 members 
Entering Unmasked Estep 
Score: -6272487.000000 Penalty: 5606.762207
	Iteration 19Q: 3 clusters Score -6272487 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 75775 members 
Entering Unmasked Estep 
Score: -6272510.000000 Penalty: 5606.762207
	Iteration 20F: 3 clusters Score -6272510 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 75849 members 
Entering Unmasked Estep 
Score: -6272498.000000 Penalty: 5606.762207
	Iteration 21Q: 3 clusters Score -6272498 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 75906 members 
Entering Unmasked Estep 
Score: -6272496.500000 Penalty: 5606.762207
	Iteration 22Q: 3 clusters Score -6272496 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 75944 members 
Entering Unmasked Estep 
Score: -6272495.500000 Penalty: 5606.762207
	Iteration 23Q: 3 clusters Score -6272496 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 75974 members 
Entering Unmasked Estep 
Score: -6272498.000000 Penalty: 5606.762207
	Iteration 24Q: 3 clusters Score -6272498 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 75999 members 
Entering Unmasked Estep 
Score: -6272490.500000 Penalty: 5606.762207
	Iteration 25Q: 3 clusters Score -6272490 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 76020 members 
Entering Unmasked Estep 
Score: -6272498.000000 Penalty: 5606.762207
	Iteration 26Q: 3 clusters Score -6272498 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 76029 members 
Entering Unmasked Estep 
Score: -6272496.500000 Penalty: 5606.762207
	Iteration 27Q: 3 clusters Score -6272496 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 76041 members 
Entering Unmasked Estep 
Score: -6272510.000000 Penalty: 5606.762207
	Iteration 28Q: 3 clusters Score -6272510 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 76054 members 
Entering Unmasked Estep 
Score: -6272511.500000 Penalty: 5606.762207
	Iteration 29Q: 3 clusters Score -6272512 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 76069 members 
Entering Unmasked Estep 
Score: -6272507.000000 Penalty: 5606.762207
	Iteration 30Q: 3 clusters Score -6272507 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 76078 members 
Entering Unmasked Estep 
Score: -6272509.000000 Penalty: 5606.762207
	Iteration 31Q: 3 clusters Score -6272509 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 76092 members 
Entering Unmasked Estep 
Score: -6272509.000000 Penalty: 5606.762207
	Iteration 32Q: 3 clusters Score -6272509 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 76103 members 
Entering Unmasked Estep 
Score: -6272503.500000 Penalty: 5606.762207
	Iteration 33Q: 3 clusters Score -6272504 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 76114 members 
Entering Unmasked Estep 
Score: -6272501.000000 Penalty: 5606.762207
	Iteration 34Q: 3 clusters Score -6272501 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 76122 members 
Entering Unmasked Estep 
Score: -6272499.500000 Penalty: 5606.762207
	Iteration 35Q: 3 clusters Score -6272500 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 76135 members 
Entering Unmasked Estep 
Score: -6272505.500000 Penalty: 5606.762207
	Iteration 36Q: 3 clusters Score -6272506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 76140 members 
Entering Unmasked Estep 
Score: -6272504.000000 Penalty: 5606.762207
	Iteration 37Q: 3 clusters Score -6272504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 76147 members 
Entering Unmasked Estep 
Score: -6272500.500000 Penalty: 5606.762207
	Iteration 38Q: 3 clusters Score -6272500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 76151 members 
Entering Unmasked Estep 
Score: -6272505.000000 Penalty: 5606.762207
	Iteration 39Q: 3 clusters Score -6272505 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 76155 members 
Entering Unmasked Estep 
Score: -6272508.500000 Penalty: 5606.762207
	Iteration 40F: 3 clusters Score -6272508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 76160 members 
Entering Unmasked Estep 
Score: -6272513.000000 Penalty: 5606.762207
	Iteration 41Q: 3 clusters Score -6272513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 76164 members 
Entering Unmasked Estep 
Score: -6272515.000000 Penalty: 5606.762207
	Iteration 42Q: 3 clusters Score -6272515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 76165 members 
Entering Unmasked Estep 
Score: -6272511.500000 Penalty: 5606.762207
	Iteration 43Q: 3 clusters Score -6272512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 76168 members 
Entering Unmasked Estep 
Score: -6272519.000000 Penalty: 5606.762207
	Iteration 44Q: 3 clusters Score -6272519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 76169 members 
Entering Unmasked Estep 
Score: -6272520.000000 Penalty: 5606.762207
	Iteration 45Q: 3 clusters Score -6272520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 76170 members 
Entering Unmasked Estep 
Score: -6272510.500000 Penalty: 5606.762207
	Iteration 46Q: 3 clusters Score -6272510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 76170 members 
Entering Unmasked Estep 
Score: -6272510.500000 Penalty: 5606.762207
	Iteration 47F: 3 clusters Score -6272510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 78321 members 
Mstep: Class 2 contains 21465 members 
Mstep: Class 3 contains 3982 members 
Mstep: Class 4 contains 3693 members 
Mstep: Class 5 contains 17839 members 
Mstep: Class 6 contains 158230 members 
Mstep: Class 7 contains 8979 members 
Mstep: Class 8 contains 8802 members 
Mstep: Class 9 contains 67182 members 
Mstep: Class 10 contains 41085 members 
Mstep: Class 11 contains 4972 members 
Mstep: Class 12 contains 87922 members 
Mstep: Class 13 contains 12225 members 
Mstep: Class 14 contains 9609 members 
Mstep: Class 15 contains 14940 members 
Mstep: Class 16 contains 25226 members 
Mstep: Class 17 contains 19268 members 
Mstep: Class 18 contains 13206 members 
Mstep: Class 19 contains 57374 members 
Mstep: Class 20 contains 23127 members 
Mstep: Class 21 contains 19843 members 
Mstep: Class 22 contains 7653 members 
Mstep: Class 23 contains 25357 members 
Mstep: Class 24 contains 656602 members 
Mstep: Class 25 contains 76170 members 
Entering Unmasked Estep 
Score: -111897768.000000 Penalty: 88015.593750
Splitting cluster 11 changes total score from -111831712.000000 to -111897768.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 12 (87922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87922 members 
Entering Unmasked Estep 
Score: -6804103.000000 Penalty: 2823.282715
	Iteration 0F: 2 clusters Score -6804103 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44005 members 
Mstep: Class 2 contains 43917 members 
Entering Unmasked Estep 
Score: -6745165.000000 Penalty: 5646.565430
	Iteration 0F: 3 clusters Score -6745165 nChanged 41579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44494 members 
Mstep: Class 2 contains 43428 members 
Entering Unmasked Estep 
Score: -6768977.500000 Penalty: 5646.565430
	Iteration 1F: 3 clusters Score -6768978 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44942 members 
Mstep: Class 2 contains 42980 members 
Entering Unmasked Estep 
Score: -6769818.000000 Penalty: 5646.565430
	Iteration 2Q: 3 clusters Score -6769818 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45682 members 
Mstep: Class 2 contains 42240 members 
Entering Unmasked Estep 
Score: -6770952.000000 Penalty: 5646.565430
	Iteration 3Q: 3 clusters Score -6770952 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46922 members 
Mstep: Class 2 contains 41000 members 
Entering Unmasked Estep 
Score: -6772303.500000 Penalty: 5646.565430
	Iteration 4Q: 3 clusters Score -6772304 nChanged 4244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48838 members 
Mstep: Class 2 contains 39084 members 
Entering Unmasked Estep 
Score: -6774290.500000 Penalty: 5646.565430
	Iteration 5Q: 3 clusters Score -6774290 nChanged 4944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51440 members 
Mstep: Class 2 contains 36482 members 
Entering Unmasked Estep 
Score: -6777063.500000 Penalty: 5646.565430
	Iteration 6F: 3 clusters Score -6777064 nChanged 5406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54600 members 
Mstep: Class 2 contains 33322 members 
Entering Unmasked Estep 
Score: -6780084.500000 Penalty: 5646.565430
	Iteration 7F: 3 clusters Score -6780084 nChanged 5431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58041 members 
Mstep: Class 2 contains 29881 members 
Entering Unmasked Estep 
Score: -6783114.000000 Penalty: 5646.565430
	Iteration 8F: 3 clusters Score -6783114 nChanged 4949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61646 members 
Mstep: Class 2 contains 26276 members 
Entering Unmasked Estep 
Score: -6785718.000000 Penalty: 5646.565430
	Iteration 9F: 3 clusters Score -6785718 nChanged 4273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65211 members 
Mstep: Class 2 contains 22711 members 
Entering Unmasked Estep 
Score: -6788021.500000 Penalty: 5646.565430
	Iteration 10Q: 3 clusters Score -6788022 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68757 members 
Mstep: Class 2 contains 19165 members 
Entering Unmasked Estep 
Score: -6790208.500000 Penalty: 5646.565430
	Iteration 11Q: 3 clusters Score -6790208 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72317 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -6792330.000000 Penalty: 5646.565430
	Iteration 12Q: 3 clusters Score -6792330 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75818 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -6794585.000000 Penalty: 5646.565430
	Iteration 13Q: 3 clusters Score -6794585 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78903 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -6796612.500000 Penalty: 5646.565430
	Iteration 14Q: 3 clusters Score -6796612 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81388 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -6798294.000000 Penalty: 5646.565430
	Iteration 15Q: 3 clusters Score -6798294 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83269 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -6799565.000000 Penalty: 5646.565430
	Iteration 16Q: 3 clusters Score -6799565 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84542 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -6800412.500000 Penalty: 5646.565430
	Iteration 17Q: 3 clusters Score -6800412 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85363 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -6800998.500000 Penalty: 5646.565430
	Iteration 18Q: 3 clusters Score -6800998 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85839 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -6801383.500000 Penalty: 5646.565430
	Iteration 19Q: 3 clusters Score -6801384 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86129 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -6801659.500000 Penalty: 5646.565430
	Iteration 20F: 3 clusters Score -6801660 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86301 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -6801874.000000 Penalty: 5646.565430
	Iteration 21Q: 3 clusters Score -6801874 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86403 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -6801948.500000 Penalty: 5646.565430
	Iteration 22Q: 3 clusters Score -6801948 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86477 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -6802005.000000 Penalty: 5646.565430
	Iteration 23Q: 3 clusters Score -6802005 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86512 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -6802054.000000 Penalty: 5646.565430
	Iteration 24Q: 3 clusters Score -6802054 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86534 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -6802098.500000 Penalty: 5646.565430
	Iteration 25Q: 3 clusters Score -6802098 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86544 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -6802122.000000 Penalty: 5646.565430
	Iteration 26Q: 3 clusters Score -6802122 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86544 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -6802155.500000 Penalty: 5646.565430
	Iteration 27Q: 3 clusters Score -6802156 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86543 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -6802172.500000 Penalty: 5646.565430
	Iteration 28Q: 3 clusters Score -6802172 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86545 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -6802190.500000 Penalty: 5646.565430
	Iteration 29Q: 3 clusters Score -6802190 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86546 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -6802196.000000 Penalty: 5646.565430
	Iteration 30Q: 3 clusters Score -6802196 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86548 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -6802205.000000 Penalty: 5646.565430
	Iteration 31Q: 3 clusters Score -6802205 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86550 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -6802205.500000 Penalty: 5646.565430
	Iteration 32Q: 3 clusters Score -6802206 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86554 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -6802203.000000 Penalty: 5646.565430
	Iteration 33Q: 3 clusters Score -6802203 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86554 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -6802206.500000 Penalty: 5646.565430
	Iteration 34Q: 3 clusters Score -6802206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86557 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -6802209.000000 Penalty: 5646.565430
	Iteration 35Q: 3 clusters Score -6802209 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86559 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -6802211.000000 Penalty: 5646.565430
	Iteration 36Q: 3 clusters Score -6802211 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86560 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -6802220.500000 Penalty: 5646.565430
	Iteration 37Q: 3 clusters Score -6802220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86560 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -6802211.500000 Penalty: 5646.565430
	Iteration 38Q: 3 clusters Score -6802212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86564 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -6802209.500000 Penalty: 5646.565430
	Iteration 39Q: 3 clusters Score -6802210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86565 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -6802210.500000 Penalty: 5646.565430
	Iteration 40F: 3 clusters Score -6802210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86565 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -6802216.500000 Penalty: 5646.565430
	Iteration 41Q: 3 clusters Score -6802216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86568 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -6802217.000000 Penalty: 5646.565430
	Iteration 42Q: 3 clusters Score -6802217 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86568 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -6802215.000000 Penalty: 5646.565430
	Iteration 43Q: 3 clusters Score -6802215 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86567 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -6802220.000000 Penalty: 5646.565430
	Iteration 44Q: 3 clusters Score -6802220 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86576 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -6802227.500000 Penalty: 5646.565430
	Iteration 45Q: 3 clusters Score -6802228 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86583 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -6802230.000000 Penalty: 5646.565430
	Iteration 46Q: 3 clusters Score -6802230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86588 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -6802233.000000 Penalty: 5646.565430
	Iteration 47Q: 3 clusters Score -6802233 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86594 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -6802233.500000 Penalty: 5646.565430
	Iteration 48Q: 3 clusters Score -6802234 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86599 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -6802240.000000 Penalty: 5646.565430
	Iteration 49Q: 3 clusters Score -6802240 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86603 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -6802229.500000 Penalty: 5646.565430
	Iteration 50Q: 3 clusters Score -6802230 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86613 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -6802246.000000 Penalty: 5646.565430
	Iteration 51Q: 3 clusters Score -6802246 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86617 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -6802245.000000 Penalty: 5646.565430
	Iteration 52Q: 3 clusters Score -6802245 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86612 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -6802243.000000 Penalty: 5646.565430
	Iteration 53Q: 3 clusters Score -6802243 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86609 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -6802259.500000 Penalty: 5646.565430
	Iteration 54Q: 3 clusters Score -6802260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86608 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -6802272.000000 Penalty: 5646.565430
	Iteration 55Q: 3 clusters Score -6802272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86610 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -6802271.000000 Penalty: 5646.565430
	Iteration 56Q: 3 clusters Score -6802271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86610 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -6802270.500000 Penalty: 5646.565430
	Iteration 57Q: 3 clusters Score -6802270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86610 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -6802270.500000 Penalty: 5646.565430
	Iteration 58F: 3 clusters Score -6802270 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (12225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Entering Unmasked Estep 
Score: -924556.750000 Penalty: 2333.987305
	Iteration 0F: 2 clusters Score -924556.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -915476.062500 Penalty: 4667.974609
	Iteration 0F: 3 clusters Score -915476.1 nChanged 5189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -918449.062500 Penalty: 4667.974609
	Iteration 1F: 3 clusters Score -918449.1 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -919190.000000 Penalty: 4667.974609
	Iteration 2F: 3 clusters Score -919190 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -920000.000000 Penalty: 4667.974609
	Iteration 3F: 3 clusters Score -920000 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -920906.312500 Penalty: 4667.974609
	Iteration 4F: 3 clusters Score -920906.3 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -922091.687500 Penalty: 4667.974609
	Iteration 5F: 3 clusters Score -922091.7 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -923661.437500 Penalty: 4667.974609
	Iteration 6F: 3 clusters Score -923661.4 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -925591.500000 Penalty: 4667.974609
	Iteration 7F: 3 clusters Score -925591.5 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -926873.687500 Penalty: 4667.974609
	Iteration 8F: 3 clusters Score -926873.7 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -927278.375000 Penalty: 4667.974609
	Iteration 9Q: 3 clusters Score -927278.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -927419.875000 Penalty: 4667.974609
	Iteration 10Q: 3 clusters Score -927419.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -927479.125000 Penalty: 4667.974609
	Iteration 11Q: 3 clusters Score -927479.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -927500.812500 Penalty: 4667.974609
	Iteration 12Q: 3 clusters Score -927500.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -927511.812500 Penalty: 4667.974609
	Iteration 13Q: 3 clusters Score -927511.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -927521.687500 Penalty: 4667.974609
	Iteration 14Q: 3 clusters Score -927521.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -927526.062500 Penalty: 4667.974609
	Iteration 15Q: 3 clusters Score -927526.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -927530.937500 Penalty: 4667.974609
	Iteration 16Q: 3 clusters Score -927530.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -927533.250000 Penalty: 4667.974609
	Iteration 17Q: 3 clusters Score -927533.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -927532.500000 Penalty: 4667.974609
	Iteration 18Q: 3 clusters Score -927532.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -927532.500000 Penalty: 4667.974609
	Iteration 19Q: 3 clusters Score -927532.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -927529.500000 Penalty: 4667.974609
	Iteration 20F: 3 clusters Score -927529.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 78321 members 
Mstep: Class 2 contains 21465 members 
Mstep: Class 3 contains 3982 members 
Mstep: Class 4 contains 3693 members 
Mstep: Class 5 contains 17839 members 
Mstep: Class 6 contains 158230 members 
Mstep: Class 7 contains 8979 members 
Mstep: Class 8 contains 8802 members 
Mstep: Class 9 contains 67182 members 
Mstep: Class 10 contains 41085 members 
Mstep: Class 11 contains 4972 members 
Mstep: Class 12 contains 87922 members 
Mstep: Class 13 contains 6266 members 
Mstep: Class 14 contains 9609 members 
Mstep: Class 15 contains 14940 members 
Mstep: Class 16 contains 25226 members 
Mstep: Class 17 contains 19268 members 
Mstep: Class 18 contains 13206 members 
Mstep: Class 19 contains 57374 members 
Mstep: Class 20 contains 23127 members 
Mstep: Class 21 contains 19843 members 
Mstep: Class 22 contains 7653 members 
Mstep: Class 23 contains 25357 members 
Mstep: Class 24 contains 656602 members 
Mstep: Class 25 contains 76170 members 
Mstep: Class 26 contains 5959 members 
Entering Unmasked Estep 
Score: -111899568.000000 Penalty: 91536.218750
Splitting cluster 13 changes total score from -111831712.000000 to -111899568.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 15 (14940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Entering Unmasked Estep 
Score: -1185478.500000 Penalty: 2383.725830
	Iteration 0F: 2 clusters Score -1185478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1174675.250000 Penalty: 4767.451660
	Iteration 0F: 3 clusters Score -1174675 nChanged 6424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1178122.750000 Penalty: 4767.451660
	Iteration 1F: 3 clusters Score -1178123 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1178549.375000 Penalty: 4767.451660
	Iteration 2F: 3 clusters Score -1178549 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -1178989.000000 Penalty: 4767.451660
	Iteration 3F: 3 clusters Score -1178989 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -1179507.000000 Penalty: 4767.451660
	Iteration 4F: 3 clusters Score -1179507 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -1180249.250000 Penalty: 4767.451660
	Iteration 5F: 3 clusters Score -1180249 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -1181326.375000 Penalty: 4767.451660
	Iteration 6F: 3 clusters Score -1181326 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -1182509.375000 Penalty: 4767.451660
	Iteration 7F: 3 clusters Score -1182509 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -1183384.250000 Penalty: 4767.451660
	Iteration 8F: 3 clusters Score -1183384 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -1183904.375000 Penalty: 4767.451660
	Iteration 9F: 3 clusters Score -1183904 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -1184227.625000 Penalty: 4767.451660
	Iteration 10Q: 3 clusters Score -1184228 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -1184408.375000 Penalty: 4767.451660
	Iteration 11Q: 3 clusters Score -1184408 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -1184537.125000 Penalty: 4767.451660
	Iteration 12Q: 3 clusters Score -1184537 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -1184637.000000 Penalty: 4767.451660
	Iteration 13Q: 3 clusters Score -1184637 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -1184683.750000 Penalty: 4767.451660
	Iteration 14Q: 3 clusters Score -1184684 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -1184723.375000 Penalty: 4767.451660
	Iteration 15Q: 3 clusters Score -1184723 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1184759.125000 Penalty: 4767.451660
	Iteration 16Q: 3 clusters Score -1184759 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1184776.625000 Penalty: 4767.451660
	Iteration 17Q: 3 clusters Score -1184777 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -1184796.000000 Penalty: 4767.451660
	Iteration 18Q: 3 clusters Score -1184796 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -1184806.500000 Penalty: 4767.451660
	Iteration 19Q: 3 clusters Score -1184806 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1184817.375000 Penalty: 4767.451660
	Iteration 20F: 3 clusters Score -1184817 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1184833.750000 Penalty: 4767.451660
	Iteration 21Q: 3 clusters Score -1184834 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1184841.375000 Penalty: 4767.451660
	Iteration 22Q: 3 clusters Score -1184841 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -1184848.625000 Penalty: 4767.451660
	Iteration 23Q: 3 clusters Score -1184849 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1184856.125000 Penalty: 4767.451660
	Iteration 24Q: 3 clusters Score -1184856 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1184858.000000 Penalty: 4767.451660
	Iteration 25Q: 3 clusters Score -1184858 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1184860.875000 Penalty: 4767.451660
	Iteration 26Q: 3 clusters Score -1184861 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1184863.875000 Penalty: 4767.451660
	Iteration 27Q: 3 clusters Score -1184864 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -1184868.000000 Penalty: 4767.451660
	Iteration 28Q: 3 clusters Score -1184868 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1184873.375000 Penalty: 4767.451660
	Iteration 29Q: 3 clusters Score -1184873 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -1184875.125000 Penalty: 4767.451660
	Iteration 30Q: 3 clusters Score -1184875 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1184877.750000 Penalty: 4767.451660
	Iteration 31Q: 3 clusters Score -1184878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1184876.250000 Penalty: 4767.451660
	Iteration 32Q: 3 clusters Score -1184876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -1184877.875000 Penalty: 4767.451660
	Iteration 33Q: 3 clusters Score -1184878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1184878.750000 Penalty: 4767.451660
	Iteration 34Q: 3 clusters Score -1184879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1184879.500000 Penalty: 4767.451660
	Iteration 35Q: 3 clusters Score -1184880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -1184879.125000 Penalty: 4767.451660
	Iteration 36Q: 3 clusters Score -1184879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -1184879.250000 Penalty: 4767.451660
	Iteration 37Q: 3 clusters Score -1184879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -1184877.625000 Penalty: 4767.451660
	Iteration 38Q: 3 clusters Score -1184878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -1184877.625000 Penalty: 4767.451660
	Iteration 39F: 3 clusters Score -1184878 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (25226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25226 members 
Entering Unmasked Estep 
Score: -1850459.625000 Penalty: 2513.636475
	Iteration 0F: 2 clusters Score -1850460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -1832967.875000 Penalty: 5027.272949
	Iteration 0F: 3 clusters Score -1832968 nChanged 11267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -1839634.500000 Penalty: 5027.272949
	Iteration 1F: 3 clusters Score -1839634 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -1840420.750000 Penalty: 5027.272949
	Iteration 2F: 3 clusters Score -1840421 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -1841258.250000 Penalty: 5027.272949
	Iteration 3F: 3 clusters Score -1841258 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -1842141.250000 Penalty: 5027.272949
	Iteration 4F: 3 clusters Score -1842141 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -1843178.125000 Penalty: 5027.272949
	Iteration 5F: 3 clusters Score -1843178 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -1844340.625000 Penalty: 5027.272949
	Iteration 6F: 3 clusters Score -1844341 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -1845555.000000 Penalty: 5027.272949
	Iteration 7F: 3 clusters Score -1845555 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -1846613.375000 Penalty: 5027.272949
	Iteration 8F: 3 clusters Score -1846613 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -1847517.000000 Penalty: 5027.272949
	Iteration 9F: 3 clusters Score -1847517 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15870 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -1848174.750000 Penalty: 5027.272949
	Iteration 10Q: 3 clusters Score -1848175 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -1848634.375000 Penalty: 5027.272949
	Iteration 11Q: 3 clusters Score -1848634 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17146 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1849014.125000 Penalty: 5027.272949
	Iteration 12Q: 3 clusters Score -1849014 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17719 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1849364.250000 Penalty: 5027.272949
	Iteration 13Q: 3 clusters Score -1849364 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18286 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1849719.875000 Penalty: 5027.272949
	Iteration 14Q: 3 clusters Score -1849720 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18796 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1850030.750000 Penalty: 5027.272949
	Iteration 15Q: 3 clusters Score -1850031 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19232 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1850294.500000 Penalty: 5027.272949
	Iteration 16Q: 3 clusters Score -1850294 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19668 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1850572.500000 Penalty: 5027.272949
	Iteration 17Q: 3 clusters Score -1850572 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20037 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1850779.125000 Penalty: 5027.272949
	Iteration 18Q: 3 clusters Score -1850779 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20362 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1850942.250000 Penalty: 5027.272949
	Iteration 19Q: 3 clusters Score -1850942 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20653 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1851097.875000 Penalty: 5027.272949
	Iteration 20F: 3 clusters Score -1851098 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20927 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1851226.625000 Penalty: 5027.272949
	Iteration 21Q: 3 clusters Score -1851227 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21178 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1851339.375000 Penalty: 5027.272949
	Iteration 22Q: 3 clusters Score -1851339 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21426 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1851459.625000 Penalty: 5027.272949
	Iteration 23Q: 3 clusters Score -1851460 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21651 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1851561.500000 Penalty: 5027.272949
	Iteration 24Q: 3 clusters Score -1851562 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21868 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -1851662.875000 Penalty: 5027.272949
	Iteration 25Q: 3 clusters Score -1851663 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22041 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1851732.500000 Penalty: 5027.272949
	Iteration 26Q: 3 clusters Score -1851732 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22181 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1851796.250000 Penalty: 5027.272949
	Iteration 27Q: 3 clusters Score -1851796 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22308 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1851868.000000 Penalty: 5027.272949
	Iteration 28Q: 3 clusters Score -1851868 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22444 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1851954.250000 Penalty: 5027.272949
	Iteration 29Q: 3 clusters Score -1851954 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22557 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1852022.125000 Penalty: 5027.272949
	Iteration 30Q: 3 clusters Score -1852022 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22657 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1852072.375000 Penalty: 5027.272949
	Iteration 31Q: 3 clusters Score -1852072 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22732 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -1852105.125000 Penalty: 5027.272949
	Iteration 32Q: 3 clusters Score -1852105 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22788 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1852120.125000 Penalty: 5027.272949
	Iteration 33Q: 3 clusters Score -1852120 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22815 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1852125.500000 Penalty: 5027.272949
	Iteration 34Q: 3 clusters Score -1852126 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22844 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1852134.250000 Penalty: 5027.272949
	Iteration 35Q: 3 clusters Score -1852134 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22865 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1852137.250000 Penalty: 5027.272949
	Iteration 36Q: 3 clusters Score -1852137 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22881 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1852141.750000 Penalty: 5027.272949
	Iteration 37Q: 3 clusters Score -1852142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22890 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1852138.875000 Penalty: 5027.272949
	Iteration 38Q: 3 clusters Score -1852139 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22904 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1852140.750000 Penalty: 5027.272949
	Iteration 39Q: 3 clusters Score -1852141 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22911 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1852142.125000 Penalty: 5027.272949
	Iteration 40F: 3 clusters Score -1852142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22918 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1852139.750000 Penalty: 5027.272949
	Iteration 41Q: 3 clusters Score -1852140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22919 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1852140.625000 Penalty: 5027.272949
	Iteration 42Q: 3 clusters Score -1852141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22918 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1852139.625000 Penalty: 5027.272949
	Iteration 43Q: 3 clusters Score -1852140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22919 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1852140.625000 Penalty: 5027.272949
	Iteration 44Q: 3 clusters Score -1852141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22920 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1852141.000000 Penalty: 5027.272949
	Iteration 45Q: 3 clusters Score -1852141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22921 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1852140.500000 Penalty: 5027.272949
	Iteration 46Q: 3 clusters Score -1852140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22921 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1852140.500000 Penalty: 5027.272949
	Iteration 47F: 3 clusters Score -1852140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 78321 members 
Mstep: Class 2 contains 21465 members 
Mstep: Class 3 contains 3982 members 
Mstep: Class 4 contains 3693 members 
Mstep: Class 5 contains 17839 members 
Mstep: Class 6 contains 158230 members 
Mstep: Class 7 contains 8979 members 
Mstep: Class 8 contains 8802 members 
Mstep: Class 9 contains 67182 members 
Mstep: Class 10 contains 41085 members 
Mstep: Class 11 contains 4972 members 
Mstep: Class 12 contains 87922 members 
Mstep: Class 13 contains 6266 members 
Mstep: Class 14 contains 9609 members 
Mstep: Class 15 contains 14940 members 
Mstep: Class 16 contains 22921 members 
Mstep: Class 17 contains 19268 members 
Mstep: Class 18 contains 13206 members 
Mstep: Class 19 contains 57374 members 
Mstep: Class 20 contains 23127 members 
Mstep: Class 21 contains 19843 members 
Mstep: Class 22 contains 7653 members 
Mstep: Class 23 contains 25357 members 
Mstep: Class 24 contains 656602 members 
Mstep: Class 25 contains 76170 members 
Mstep: Class 26 contains 5959 members 
Mstep: Class 27 contains 2305 members 
Entering Unmasked Estep 
Score: -111900312.000000 Penalty: 95056.843750
Splitting cluster 16 changes total score from -111831712.000000 to -111900312.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 17 (19268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19268 members 
Entering Unmasked Estep 
Score: -1531012.625000 Penalty: 2446.817871
	Iteration 0F: 2 clusters Score -1531013 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -1517450.750000 Penalty: 4893.635742
	Iteration 0F: 3 clusters Score -1517451 nChanged 8376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -1521851.000000 Penalty: 4893.635742
	Iteration 1F: 3 clusters Score -1521851 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -1522279.125000 Penalty: 4893.635742
	Iteration 2F: 3 clusters Score -1522279 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -1522702.000000 Penalty: 4893.635742
	Iteration 3Q: 3 clusters Score -1522702 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -1523113.500000 Penalty: 4893.635742
	Iteration 4Q: 3 clusters Score -1523114 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -1523539.500000 Penalty: 4893.635742
	Iteration 5Q: 3 clusters Score -1523540 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -1524013.875000 Penalty: 4893.635742
	Iteration 6Q: 3 clusters Score -1524014 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -1524520.625000 Penalty: 4893.635742
	Iteration 7Q: 3 clusters Score -1524521 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -1525070.000000 Penalty: 4893.635742
	Iteration 8Q: 3 clusters Score -1525070 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -1525757.750000 Penalty: 4893.635742
	Iteration 9Q: 3 clusters Score -1525758 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -1526414.250000 Penalty: 4893.635742
	Iteration 10Q: 3 clusters Score -1526414 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -1527050.375000 Penalty: 4893.635742
	Iteration 11Q: 3 clusters Score -1527050 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 16567 members 
Entering Unmasked Estep 
Score: -1527541.000000 Penalty: 4893.635742
	Iteration 12Q: 3 clusters Score -1527541 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -1527934.250000 Penalty: 4893.635742
	Iteration 13Q: 3 clusters Score -1527934 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 17420 members 
Entering Unmasked Estep 
Score: -1528251.500000 Penalty: 4893.635742
	Iteration 14Q: 3 clusters Score -1528252 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 17670 members 
Entering Unmasked Estep 
Score: -1528452.125000 Penalty: 4893.635742
	Iteration 15Q: 3 clusters Score -1528452 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 17853 members 
Entering Unmasked Estep 
Score: -1528574.125000 Penalty: 4893.635742
	Iteration 16Q: 3 clusters Score -1528574 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 17972 members 
Entering Unmasked Estep 
Score: -1528665.875000 Penalty: 4893.635742
	Iteration 17Q: 3 clusters Score -1528666 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 18068 members 
Entering Unmasked Estep 
Score: -1528747.125000 Penalty: 4893.635742
	Iteration 18Q: 3 clusters Score -1528747 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 18154 members 
Entering Unmasked Estep 
Score: -1528825.000000 Penalty: 4893.635742
	Iteration 19Q: 3 clusters Score -1528825 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -1528893.500000 Penalty: 4893.635742
	Iteration 20F: 3 clusters Score -1528894 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 18266 members 
Entering Unmasked Estep 
Score: -1528934.500000 Penalty: 4893.635742
	Iteration 21Q: 3 clusters Score -1528934 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 18298 members 
Entering Unmasked Estep 
Score: -1528978.375000 Penalty: 4893.635742
	Iteration 22Q: 3 clusters Score -1528978 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 18322 members 
Entering Unmasked Estep 
Score: -1529009.250000 Penalty: 4893.635742
	Iteration 23Q: 3 clusters Score -1529009 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 18346 members 
Entering Unmasked Estep 
Score: -1529044.375000 Penalty: 4893.635742
	Iteration 24Q: 3 clusters Score -1529044 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 18366 members 
Entering Unmasked Estep 
Score: -1529065.500000 Penalty: 4893.635742
	Iteration 25Q: 3 clusters Score -1529066 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 18382 members 
Entering Unmasked Estep 
Score: -1529083.750000 Penalty: 4893.635742
	Iteration 26Q: 3 clusters Score -1529084 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 18396 members 
Entering Unmasked Estep 
Score: -1529094.500000 Penalty: 4893.635742
	Iteration 27Q: 3 clusters Score -1529094 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 18409 members 
Entering Unmasked Estep 
Score: -1529102.500000 Penalty: 4893.635742
	Iteration 28Q: 3 clusters Score -1529102 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 18414 members 
Entering Unmasked Estep 
Score: -1529107.750000 Penalty: 4893.635742
	Iteration 29Q: 3 clusters Score -1529108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 18413 members 
Entering Unmasked Estep 
Score: -1529110.500000 Penalty: 4893.635742
	Iteration 30Q: 3 clusters Score -1529110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 18416 members 
Entering Unmasked Estep 
Score: -1529111.750000 Penalty: 4893.635742
	Iteration 31Q: 3 clusters Score -1529112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 18415 members 
Entering Unmasked Estep 
Score: -1529110.250000 Penalty: 4893.635742
	Iteration 32Q: 3 clusters Score -1529110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 18417 members 
Entering Unmasked Estep 
Score: -1529112.000000 Penalty: 4893.635742
	Iteration 33Q: 3 clusters Score -1529112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 18422 members 
Entering Unmasked Estep 
Score: -1529114.125000 Penalty: 4893.635742
	Iteration 34Q: 3 clusters Score -1529114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 18423 members 
Entering Unmasked Estep 
Score: -1529115.750000 Penalty: 4893.635742
	Iteration 35Q: 3 clusters Score -1529116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 18422 members 
Entering Unmasked Estep 
Score: -1529114.750000 Penalty: 4893.635742
	Iteration 36Q: 3 clusters Score -1529115 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 18422 members 
Entering Unmasked Estep 
Score: -1529114.750000 Penalty: 4893.635742
	Iteration 37F: 3 clusters Score -1529115 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (13206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Entering Unmasked Estep 
Score: -1113771.250000 Penalty: 2353.129639
	Iteration 0F: 2 clusters Score -1113771 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1104051.875000 Penalty: 4706.259277
	Iteration 0F: 3 clusters Score -1104052 nChanged 5627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1107030.625000 Penalty: 4706.259277
	Iteration 1F: 3 clusters Score -1107031 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1107306.250000 Penalty: 4706.259277
	Iteration 2F: 3 clusters Score -1107306 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1107483.125000 Penalty: 4706.259277
	Iteration 3Q: 3 clusters Score -1107483 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1107594.875000 Penalty: 4706.259277
	Iteration 4Q: 3 clusters Score -1107595 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1107687.875000 Penalty: 4706.259277
	Iteration 5Q: 3 clusters Score -1107688 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1107763.875000 Penalty: 4706.259277
	Iteration 6Q: 3 clusters Score -1107764 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1107821.500000 Penalty: 4706.259277
	Iteration 7Q: 3 clusters Score -1107822 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1107873.250000 Penalty: 4706.259277
	Iteration 8Q: 3 clusters Score -1107873 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1107919.500000 Penalty: 4706.259277
	Iteration 9Q: 3 clusters Score -1107920 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1107965.875000 Penalty: 4706.259277
	Iteration 10Q: 3 clusters Score -1107966 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1108005.875000 Penalty: 4706.259277
	Iteration 11Q: 3 clusters Score -1108006 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1108044.500000 Penalty: 4706.259277
	Iteration 12Q: 3 clusters Score -1108044 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1108072.750000 Penalty: 4706.259277
	Iteration 13Q: 3 clusters Score -1108073 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1108111.625000 Penalty: 4706.259277
	Iteration 14Q: 3 clusters Score -1108112 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1108147.500000 Penalty: 4706.259277
	Iteration 15Q: 3 clusters Score -1108148 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1108183.000000 Penalty: 4706.259277
	Iteration 16Q: 3 clusters Score -1108183 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1108217.875000 Penalty: 4706.259277
	Iteration 17Q: 3 clusters Score -1108218 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -1108277.000000 Penalty: 4706.259277
	Iteration 18Q: 3 clusters Score -1108277 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -1108368.500000 Penalty: 4706.259277
	Iteration 19Q: 3 clusters Score -1108368 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -1108508.625000 Penalty: 4706.259277
	Iteration 20F: 3 clusters Score -1108509 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -1108689.750000 Penalty: 4706.259277
	Iteration 21Q: 3 clusters Score -1108690 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -1108902.625000 Penalty: 4706.259277
	Iteration 22Q: 3 clusters Score -1108903 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -1109216.625000 Penalty: 4706.259277
	Iteration 23Q: 3 clusters Score -1109217 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -1109625.625000 Penalty: 4706.259277
	Iteration 24Q: 3 clusters Score -1109626 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -1110069.875000 Penalty: 4706.259277
	Iteration 25Q: 3 clusters Score -1110070 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -1110503.375000 Penalty: 4706.259277
	Iteration 26Q: 3 clusters Score -1110503 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -1110872.625000 Penalty: 4706.259277
	Iteration 27Q: 3 clusters Score -1110873 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -1111134.875000 Penalty: 4706.259277
	Iteration 28Q: 3 clusters Score -1111135 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -1111291.250000 Penalty: 4706.259277
	Iteration 29Q: 3 clusters Score -1111291 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -1111384.500000 Penalty: 4706.259277
	Iteration 30Q: 3 clusters Score -1111384 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -1111482.250000 Penalty: 4706.259277
	Iteration 31Q: 3 clusters Score -1111482 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -1111546.625000 Penalty: 4706.259277
	Iteration 32Q: 3 clusters Score -1111547 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -1111572.375000 Penalty: 4706.259277
	Iteration 33Q: 3 clusters Score -1111572 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -1111593.250000 Penalty: 4706.259277
	Iteration 34Q: 3 clusters Score -1111593 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -1111617.625000 Penalty: 4706.259277
	Iteration 35Q: 3 clusters Score -1111618 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -1111632.750000 Penalty: 4706.259277
	Iteration 36Q: 3 clusters Score -1111633 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -1111640.750000 Penalty: 4706.259277
	Iteration 37Q: 3 clusters Score -1111641 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -1111652.875000 Penalty: 4706.259277
	Iteration 38Q: 3 clusters Score -1111653 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -1111659.250000 Penalty: 4706.259277
	Iteration 39Q: 3 clusters Score -1111659 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -1111665.375000 Penalty: 4706.259277
	Iteration 40F: 3 clusters Score -1111665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -1111669.625000 Penalty: 4706.259277
	Iteration 41Q: 3 clusters Score -1111670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -1111672.250000 Penalty: 4706.259277
	Iteration 42Q: 3 clusters Score -1111672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -1111675.375000 Penalty: 4706.259277
	Iteration 43Q: 3 clusters Score -1111675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -1111678.500000 Penalty: 4706.259277
	Iteration 44Q: 3 clusters Score -1111678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -1111680.625000 Penalty: 4706.259277
	Iteration 45Q: 3 clusters Score -1111681 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -1111688.125000 Penalty: 4706.259277
	Iteration 46Q: 3 clusters Score -1111688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -1111690.750000 Penalty: 4706.259277
	Iteration 47Q: 3 clusters Score -1111691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -1111692.375000 Penalty: 4706.259277
	Iteration 48Q: 3 clusters Score -1111692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -1111695.500000 Penalty: 4706.259277
	Iteration 49Q: 3 clusters Score -1111696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -1111695.875000 Penalty: 4706.259277
	Iteration 50Q: 3 clusters Score -1111696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -1111695.875000 Penalty: 4706.259277
	Iteration 51F: 3 clusters Score -1111696 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (57374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57374 members 
Entering Unmasked Estep 
Score: -4658001.500000 Penalty: 2717.422119
	Iteration 0F: 2 clusters Score -4658002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28616 members 
Mstep: Class 2 contains 28758 members 
Entering Unmasked Estep 
Score: -4619394.000000 Penalty: 5434.844238
	Iteration 0F: 3 clusters Score -4619394 nChanged 26648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28766 members 
Mstep: Class 2 contains 28608 members 
Entering Unmasked Estep 
Score: -4634278.500000 Penalty: 5434.844238
	Iteration 1F: 3 clusters Score -4634278 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28879 members 
Mstep: Class 2 contains 28495 members 
Entering Unmasked Estep 
Score: -4635117.000000 Penalty: 5434.844238
	Iteration 2Q: 3 clusters Score -4635117 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29014 members 
Mstep: Class 2 contains 28360 members 
Entering Unmasked Estep 
Score: -4636032.500000 Penalty: 5434.844238
	Iteration 3Q: 3 clusters Score -4636032 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29100 members 
Mstep: Class 2 contains 28274 members 
Entering Unmasked Estep 
Score: -4637067.000000 Penalty: 5434.844238
	Iteration 4Q: 3 clusters Score -4637067 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29146 members 
Mstep: Class 2 contains 28228 members 
Entering Unmasked Estep 
Score: -4638157.500000 Penalty: 5434.844238
	Iteration 5Q: 3 clusters Score -4638158 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29134 members 
Mstep: Class 2 contains 28240 members 
Entering Unmasked Estep 
Score: -4639275.500000 Penalty: 5434.844238
	Iteration 6Q: 3 clusters Score -4639276 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28896 members 
Mstep: Class 2 contains 28478 members 
Entering Unmasked Estep 
Score: -4640482.000000 Penalty: 5434.844238
	Iteration 7Q: 3 clusters Score -4640482 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28540 members 
Mstep: Class 2 contains 28834 members 
Entering Unmasked Estep 
Score: -4641989.500000 Penalty: 5434.844238
	Iteration 8Q: 3 clusters Score -4641990 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28029 members 
Mstep: Class 2 contains 29345 members 
Entering Unmasked Estep 
Score: -4643919.500000 Penalty: 5434.844238
	Iteration 9F: 3 clusters Score -4643920 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27465 members 
Mstep: Class 2 contains 29909 members 
Entering Unmasked Estep 
Score: -4646036.500000 Penalty: 5434.844238
	Iteration 10F: 3 clusters Score -4646036 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26879 members 
Mstep: Class 2 contains 30495 members 
Entering Unmasked Estep 
Score: -4647610.500000 Penalty: 5434.844238
	Iteration 11F: 3 clusters Score -4647610 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26322 members 
Mstep: Class 2 contains 31052 members 
Entering Unmasked Estep 
Score: -4648548.000000 Penalty: 5434.844238
	Iteration 12Q: 3 clusters Score -4648548 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25783 members 
Mstep: Class 2 contains 31591 members 
Entering Unmasked Estep 
Score: -4649126.500000 Penalty: 5434.844238
	Iteration 13Q: 3 clusters Score -4649126 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25180 members 
Mstep: Class 2 contains 32194 members 
Entering Unmasked Estep 
Score: -4649544.000000 Penalty: 5434.844238
	Iteration 14Q: 3 clusters Score -4649544 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24481 members 
Mstep: Class 2 contains 32893 members 
Entering Unmasked Estep 
Score: -4650008.000000 Penalty: 5434.844238
	Iteration 15Q: 3 clusters Score -4650008 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23752 members 
Mstep: Class 2 contains 33622 members 
Entering Unmasked Estep 
Score: -4650512.000000 Penalty: 5434.844238
	Iteration 16Q: 3 clusters Score -4650512 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23001 members 
Mstep: Class 2 contains 34373 members 
Entering Unmasked Estep 
Score: -4651074.000000 Penalty: 5434.844238
	Iteration 17Q: 3 clusters Score -4651074 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22242 members 
Mstep: Class 2 contains 35132 members 
Entering Unmasked Estep 
Score: -4651621.000000 Penalty: 5434.844238
	Iteration 18Q: 3 clusters Score -4651621 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21517 members 
Mstep: Class 2 contains 35857 members 
Entering Unmasked Estep 
Score: -4652089.500000 Penalty: 5434.844238
	Iteration 19Q: 3 clusters Score -4652090 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20833 members 
Mstep: Class 2 contains 36541 members 
Entering Unmasked Estep 
Score: -4652443.000000 Penalty: 5434.844238
	Iteration 20F: 3 clusters Score -4652443 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20193 members 
Mstep: Class 2 contains 37181 members 
Entering Unmasked Estep 
Score: -4652749.500000 Penalty: 5434.844238
	Iteration 21Q: 3 clusters Score -4652750 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19565 members 
Mstep: Class 2 contains 37809 members 
Entering Unmasked Estep 
Score: -4653048.000000 Penalty: 5434.844238
	Iteration 22Q: 3 clusters Score -4653048 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18918 members 
Mstep: Class 2 contains 38456 members 
Entering Unmasked Estep 
Score: -4653276.500000 Penalty: 5434.844238
	Iteration 23Q: 3 clusters Score -4653276 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18279 members 
Mstep: Class 2 contains 39095 members 
Entering Unmasked Estep 
Score: -4653509.000000 Penalty: 5434.844238
	Iteration 24Q: 3 clusters Score -4653509 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17694 members 
Mstep: Class 2 contains 39680 members 
Entering Unmasked Estep 
Score: -4653677.000000 Penalty: 5434.844238
	Iteration 25Q: 3 clusters Score -4653677 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17103 members 
Mstep: Class 2 contains 40271 members 
Entering Unmasked Estep 
Score: -4653846.000000 Penalty: 5434.844238
	Iteration 26Q: 3 clusters Score -4653846 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 40856 members 
Entering Unmasked Estep 
Score: -4653957.500000 Penalty: 5434.844238
	Iteration 27Q: 3 clusters Score -4653958 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 41419 members 
Entering Unmasked Estep 
Score: -4654101.500000 Penalty: 5434.844238
	Iteration 28Q: 3 clusters Score -4654102 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15430 members 
Mstep: Class 2 contains 41944 members 
Entering Unmasked Estep 
Score: -4654270.000000 Penalty: 5434.844238
	Iteration 29Q: 3 clusters Score -4654270 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 42474 members 
Entering Unmasked Estep 
Score: -4654392.000000 Penalty: 5434.844238
	Iteration 30Q: 3 clusters Score -4654392 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 43009 members 
Entering Unmasked Estep 
Score: -4654497.000000 Penalty: 5434.844238
	Iteration 31Q: 3 clusters Score -4654497 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 43531 members 
Entering Unmasked Estep 
Score: -4654620.500000 Penalty: 5434.844238
	Iteration 32Q: 3 clusters Score -4654620 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 44050 members 
Entering Unmasked Estep 
Score: -4654770.500000 Penalty: 5434.844238
	Iteration 33Q: 3 clusters Score -4654770 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 44541 members 
Entering Unmasked Estep 
Score: -4654879.500000 Penalty: 5434.844238
	Iteration 34Q: 3 clusters Score -4654880 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 45015 members 
Entering Unmasked Estep 
Score: -4654986.500000 Penalty: 5434.844238
	Iteration 35Q: 3 clusters Score -4654986 nChanged 510
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 45509 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -4655104 nChanged 513
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 46004 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -4655218 nChanged 497
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 46475 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -4655353 nChanged 503
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 46960 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -4655463 nChanged 490
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 47432 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -4655598 nChanged 427
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 47835 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -4655701 nChanged 394
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 48215 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -4655790 nChanged 405
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 48594 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -4655890 nChanged 413
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 48993 members 
Entering Unmasked Estep 
Score: -4655990.500000 Penalty: 5434.844238
	Iteration 44Q: 3 clusters Score -4655990 nChanged 388
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 49361 members 
Entering Unmasked Estep 
Score: -4656076.500000 Penalty: 5434.844238
	Iteration 45Q: 3 clusters Score -4656076 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 49716 members 
Entering Unmasked Estep 
Score: -4656195.500000 Penalty: 5434.844238
	Iteration 46Q: 3 clusters Score -4656196 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 50084 members 
Entering Unmasked Estep 
Score: -4656293.500000 Penalty: 5434.844238
	Iteration 47Q: 3 clusters Score -4656294 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 50426 members 
Entering Unmasked Estep 
Score: -4656386.000000 Penalty: 5434.844238
	Iteration 48Q: 3 clusters Score -4656386 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 50760 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -4656476 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 51096 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -4656586 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 51456 members 
Entering Unmasked Estep 
Score: -4656698.000000 Penalty: 5434.844238
	Iteration 51Q: 3 clusters Score -4656698 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 51802 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -4656858 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 52133 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -4656967 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 52439 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4657049 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 52722 members 
Entering Unmasked Estep 
Score: -4657158.500000 Penalty: 5434.844238
	Iteration 55Q: 3 clusters Score -4657158 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 52955 members 
Entering Unmasked Estep 
Score: -4657258.000000 Penalty: 5434.844238
	Iteration 56Q: 3 clusters Score -4657258 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 53188 members 
Entering Unmasked Estep 
Score: -4657329.500000 Penalty: 5434.844238
	Iteration 57Q: 3 clusters Score -4657330 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 53377 members 
Entering Unmasked Estep 
Score: -4657415.000000 Penalty: 5434.844238
	Iteration 58Q: 3 clusters Score -4657415 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 53558 members 
Entering Unmasked Estep 
Score: -4657459.500000 Penalty: 5434.844238
	Iteration 59Q: 3 clusters Score -4657460 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 53727 members 
Entering Unmasked Estep 
Score: -4657512.000000 Penalty: 5434.844238
	Iteration 60F: 3 clusters Score -4657512 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 53871 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4657540 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 54013 members 
Entering Unmasked Estep 
Score: -4657603.500000 Penalty: 5434.844238
	Iteration 62Q: 3 clusters Score -4657604 nChanged 150
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 54133 members 
Entering Unmasked Estep 
Score: -4657636.500000 Penalty: 5434.844238
	Iteration 63Q: 3 clusters Score -4657636 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 54233 members 
Entering Unmasked Estep 
Score: -4657679.000000 Penalty: 5434.844238
	Iteration 64Q: 3 clusters Score -4657679 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 54313 members 
Entering Unmasked Estep 
Score: -4657690.500000 Penalty: 5434.844238
	Iteration 65Q: 3 clusters Score -4657690 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 54379 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4657718 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 54437 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4657754 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 54488 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4657756 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 54537 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -4657765 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 54588 members 
Entering Unmasked Estep 
Score: -4657782.500000 Penalty: 5434.844238
	Iteration 70Q: 3 clusters Score -4657782 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 54633 members 
Entering Unmasked Estep 
Score: -4657814.000000 Penalty: 5434.844238
	Iteration 71Q: 3 clusters Score -4657814 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 54670 members 
Entering Unmasked Estep 
Score: -4657835.500000 Penalty: 5434.844238
	Iteration 72Q: 3 clusters Score -4657836 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 54696 members 
Entering Unmasked Estep 
Score: -4657839.500000 Penalty: 5434.844238
	Iteration 73Q: 3 clusters Score -4657840 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 54715 members 
Entering Unmasked Estep 
Score: -4657860.500000 Penalty: 5434.844238
	Iteration 74Q: 3 clusters Score -4657860 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 54733 members 
Entering Unmasked Estep 
Score: -4657866.000000 Penalty: 5434.844238
	Iteration 75Q: 3 clusters Score -4657866 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 54755 members 
Entering Unmasked Estep 
Score: -4657874.500000 Penalty: 5434.844238
	Iteration 76Q: 3 clusters Score -4657874 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 54771 members 
Entering Unmasked Estep 
Score: -4657895.500000 Penalty: 5434.844238
	Iteration 77Q: 3 clusters Score -4657896 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 54787 members 
Entering Unmasked Estep 
Score: -4657908.000000 Penalty: 5434.844238
	Iteration 78Q: 3 clusters Score -4657908 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 54807 members 
Entering Unmasked Estep 
Score: -4657918.500000 Penalty: 5434.844238
	Iteration 79Q: 3 clusters Score -4657918 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 54833 members 
Entering Unmasked Estep 
Score: -4657943.500000 Penalty: 5434.844238
	Iteration 80F: 3 clusters Score -4657944 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 54855 members 
Entering Unmasked Estep 
Score: -4657957.500000 Penalty: 5434.844238
	Iteration 81Q: 3 clusters Score -4657958 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 54868 members 
Entering Unmasked Estep 
Score: -4657963.500000 Penalty: 5434.844238
	Iteration 82Q: 3 clusters Score -4657964 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 54881 members 
Entering Unmasked Estep 
Score: -4657958.500000 Penalty: 5434.844238
	Iteration 83Q: 3 clusters Score -4657958 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 54893 members 
Entering Unmasked Estep 
Score: -4657962.500000 Penalty: 5434.844238
	Iteration 84Q: 3 clusters Score -4657962 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 54905 members 
Entering Unmasked Estep 
Score: -4657974.500000 Penalty: 5434.844238
	Iteration 85Q: 3 clusters Score -4657974 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 54917 members 
Entering Unmasked Estep 
Score: -4657971.000000 Penalty: 5434.844238
	Iteration 86Q: 3 clusters Score -4657971 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 54931 members 
Entering Unmasked Estep 
Score: -4657981.000000 Penalty: 5434.844238
	Iteration 87Q: 3 clusters Score -4657981 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 54936 members 
Entering Unmasked Estep 
Score: -4657982.000000 Penalty: 5434.844238
	Iteration 88Q: 3 clusters Score -4657982 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 54948 members 
Entering Unmasked Estep 
Score: -4657983.500000 Penalty: 5434.844238
	Iteration 89Q: 3 clusters Score -4657984 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 54954 members 
Entering Unmasked Estep 
Score: -4658012.000000 Penalty: 5434.844238
	Iteration 90Q: 3 clusters Score -4658012 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 54966 members 
Entering Unmasked Estep 
Score: -4658017.000000 Penalty: 5434.844238
	Iteration 91Q: 3 clusters Score -4658017 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 54988 members 
Entering Unmasked Estep 
Score: -4658039.000000 Penalty: 5434.844238
	Iteration 92Q: 3 clusters Score -4658039 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 55023 members 
Entering Unmasked Estep 
Score: -4658051.500000 Penalty: 5434.844238
	Iteration 93Q: 3 clusters Score -4658052 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 55044 members 
Entering Unmasked Estep 
Score: -4658065.500000 Penalty: 5434.844238
	Iteration 94Q: 3 clusters Score -4658066 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 55058 members 
Entering Unmasked Estep 
Score: -4658081.000000 Penalty: 5434.844238
	Iteration 95Q: 3 clusters Score -4658081 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 55071 members 
Entering Unmasked Estep 
Score: -4658099.000000 Penalty: 5434.844238
	Iteration 96Q: 3 clusters Score -4658099 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 55087 members 
Entering Unmasked Estep 
Score: -4658119.000000 Penalty: 5434.844238
	Iteration 97Q: 3 clusters Score -4658119 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 55112 members 
Entering Unmasked Estep 
Score: -4658150.000000 Penalty: 5434.844238
	Iteration 98Q: 3 clusters Score -4658150 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 55124 members 
Entering Unmasked Estep 
Score: -4658176.500000 Penalty: 5434.844238
	Iteration 99Q: 3 clusters Score -4658176 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 55127 members 
Entering Unmasked Estep 
Score: -4658176.500000 Penalty: 5434.844238
	Iteration 100F: 3 clusters Score -4658176 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 55131 members 
Entering Unmasked Estep 
Score: -4658192.500000 Penalty: 5434.844238
	Iteration 101Q: 3 clusters Score -4658192 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 55130 members 
Entering Unmasked Estep 
Score: -4658208.000000 Penalty: 5434.844238
	Iteration 102Q: 3 clusters Score -4658208 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 55134 members 
Entering Unmasked Estep 
Score: -4658231.000000 Penalty: 5434.844238
	Iteration 103Q: 3 clusters Score -4658231 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 55136 members 
Entering Unmasked Estep 
Score: -4658236.500000 Penalty: 5434.844238
	Iteration 104Q: 3 clusters Score -4658236 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 55138 members 
Entering Unmasked Estep 
Score: -4658241.500000 Penalty: 5434.844238
	Iteration 105Q: 3 clusters Score -4658242 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 55144 members 
Entering Unmasked Estep 
Score: -4658254.000000 Penalty: 5434.844238
	Iteration 106Q: 3 clusters Score -4658254 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 55143 members 
Entering Unmasked Estep 
Score: -4658257.000000 Penalty: 5434.844238
	Iteration 107Q: 3 clusters Score -4658257 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 55146 members 
Entering Unmasked Estep 
Score: -4658261.500000 Penalty: 5434.844238
	Iteration 108Q: 3 clusters Score -4658262 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 55151 members 
Entering Unmasked Estep 
Score: -4658266.500000 Penalty: 5434.844238
	Iteration 109Q: 3 clusters Score -4658266 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 55153 members 
Entering Unmasked Estep 
Score: -4658270.500000 Penalty: 5434.844238
	Iteration 110Q: 3 clusters Score -4658270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 55154 members 
Entering Unmasked Estep 
Score: -4658276.000000 Penalty: 5434.844238
	Iteration 111Q: 3 clusters Score -4658276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 55159 members 
Entering Unmasked Estep 
Score: -4658274.000000 Penalty: 5434.844238
	Iteration 112Q: 3 clusters Score -4658274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 55158 members 
Entering Unmasked Estep 
Score: -4658280.000000 Penalty: 5434.844238
	Iteration 113Q: 3 clusters Score -4658280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 55156 members 
Entering Unmasked Estep 
Score: -4658279.500000 Penalty: 5434.844238
	Iteration 114Q: 3 clusters Score -4658280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 55156 members 
Entering Unmasked Estep 
Score: -4658279.500000 Penalty: 5434.844238
	Iteration 115F: 3 clusters Score -4658280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 78321 members 
Mstep: Class 2 contains 21465 members 
Mstep: Class 3 contains 3982 members 
Mstep: Class 4 contains 3693 members 
Mstep: Class 5 contains 17839 members 
Mstep: Class 6 contains 158230 members 
Mstep: Class 7 contains 8979 members 
Mstep: Class 8 contains 8802 members 
Mstep: Class 9 contains 67182 members 
Mstep: Class 10 contains 41085 members 
Mstep: Class 11 contains 4972 members 
Mstep: Class 12 contains 87922 members 
Mstep: Class 13 contains 6266 members 
Mstep: Class 14 contains 9609 members 
Mstep: Class 15 contains 14940 members 
Mstep: Class 16 contains 22921 members 
Mstep: Class 17 contains 19268 members 
Mstep: Class 18 contains 13206 members 
Mstep: Class 19 contains 2218 members 
Mstep: Class 20 contains 23127 members 
Mstep: Class 21 contains 19843 members 
Mstep: Class 22 contains 7653 members 
Mstep: Class 23 contains 25357 members 
Mstep: Class 24 contains 656602 members 
Mstep: Class 25 contains 76170 members 
Mstep: Class 26 contains 5959 members 
Mstep: Class 27 contains 2305 members 
Mstep: Class 28 contains 55156 members 
Entering Unmasked Estep 
Score: -111899744.000000 Penalty: 98577.468750
Splitting cluster 19 changes total score from -111831712.000000 to -111899744.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 20 (23127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23127 members 
Entering Unmasked Estep 
Score: -1719815.375000 Penalty: 2492.091309
	Iteration 0F: 2 clusters Score -1719815 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -1703929.125000 Penalty: 4984.182617
	Iteration 0F: 3 clusters Score -1703929 nChanged 10269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -1711675.875000 Penalty: 4984.182617
	Iteration 1F: 3 clusters Score -1711676 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -1718231.375000 Penalty: 4984.182617
	Iteration 2F: 3 clusters Score -1718231 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -1725515.000000 Penalty: 4984.182617
	Iteration 3F: 3 clusters Score -1725515 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1728430.000000 Penalty: 4984.182617
	Iteration 4F: 3 clusters Score -1728430 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -1729640.500000 Penalty: 4984.182617
	Iteration 5Q: 3 clusters Score -1729640 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -1730058.500000 Penalty: 4984.182617
	Iteration 6Q: 3 clusters Score -1730058 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -1730150.000000 Penalty: 4984.182617
	Iteration 7Q: 3 clusters Score -1730150 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -1730172.250000 Penalty: 4984.182617
	Iteration 8Q: 3 clusters Score -1730172 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -1730181.000000 Penalty: 4984.182617
	Iteration 9Q: 3 clusters Score -1730181 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -1730188.000000 Penalty: 4984.182617
	Iteration 10Q: 3 clusters Score -1730188 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -1730196.500000 Penalty: 4984.182617
	Iteration 11Q: 3 clusters Score -1730196 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -1730193.625000 Penalty: 4984.182617
	Iteration 12Q: 3 clusters Score -1730194 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -1730189.500000 Penalty: 4984.182617
	Iteration 13Q: 3 clusters Score -1730190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -1730191.750000 Penalty: 4984.182617
	Iteration 14Q: 3 clusters Score -1730192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -1730190.250000 Penalty: 4984.182617
	Iteration 15Q: 3 clusters Score -1730190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -1730191.625000 Penalty: 4984.182617
	Iteration 16Q: 3 clusters Score -1730192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -1730187.375000 Penalty: 4984.182617
	Iteration 17Q: 3 clusters Score -1730187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -1730188.250000 Penalty: 4984.182617
	Iteration 18Q: 3 clusters Score -1730188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -1730188.000000 Penalty: 4984.182617
	Iteration 19Q: 3 clusters Score -1730188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -1730189.500000 Penalty: 4984.182617
	Iteration 20F: 3 clusters Score -1730190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -1730189.750000 Penalty: 4984.182617
	Iteration 21Q: 3 clusters Score -1730190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1730189.000000 Penalty: 4984.182617
	Iteration 22Q: 3 clusters Score -1730189 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1730189.000000 Penalty: 4984.182617
	Iteration 23F: 3 clusters Score -1730189 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 78321 members 
Mstep: Class 2 contains 21465 members 
Mstep: Class 3 contains 3982 members 
Mstep: Class 4 contains 3693 members 
Mstep: Class 5 contains 17839 members 
Mstep: Class 6 contains 158230 members 
Mstep: Class 7 contains 8979 members 
Mstep: Class 8 contains 8802 members 
Mstep: Class 9 contains 67182 members 
Mstep: Class 10 contains 41085 members 
Mstep: Class 11 contains 4972 members 
Mstep: Class 12 contains 87922 members 
Mstep: Class 13 contains 6266 members 
Mstep: Class 14 contains 9609 members 
Mstep: Class 15 contains 14940 members 
Mstep: Class 16 contains 22921 members 
Mstep: Class 17 contains 19268 members 
Mstep: Class 18 contains 13206 members 
Mstep: Class 19 contains 2218 members 
Mstep: Class 20 contains 14153 members 
Mstep: Class 21 contains 19843 members 
Mstep: Class 22 contains 7653 members 
Mstep: Class 23 contains 25357 members 
Mstep: Class 24 contains 656602 members 
Mstep: Class 25 contains 76170 members 
Mstep: Class 26 contains 5959 members 
Mstep: Class 27 contains 2305 members 
Mstep: Class 28 contains 55156 members 
Mstep: Class 29 contains 8974 members 
Entering Unmasked Estep 
Score: -111910376.000000 Penalty: 102098.093750
Splitting cluster 20 changes total score from -111831712.000000 to -111910376.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 21 (19843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19843 members 
Entering Unmasked Estep 
Score: -1621656.875000 Penalty: 2454.110596
	Iteration 0F: 2 clusters Score -1621657 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -1607747.875000 Penalty: 4908.221191
	Iteration 0F: 3 clusters Score -1607748 nChanged 8701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -1612347.000000 Penalty: 4908.221191
	Iteration 1F: 3 clusters Score -1612347 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -1612751.125000 Penalty: 4908.221191
	Iteration 2F: 3 clusters Score -1612751 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -1613123.625000 Penalty: 4908.221191
	Iteration 3Q: 3 clusters Score -1613124 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -1613484.750000 Penalty: 4908.221191
	Iteration 4Q: 3 clusters Score -1613485 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -1613828.375000 Penalty: 4908.221191
	Iteration 5Q: 3 clusters Score -1613828 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -1614176.875000 Penalty: 4908.221191
	Iteration 6Q: 3 clusters Score -1614177 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -1614580.125000 Penalty: 4908.221191
	Iteration 7Q: 3 clusters Score -1614580 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -1615002.250000 Penalty: 4908.221191
	Iteration 8Q: 3 clusters Score -1615002 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -1615547.375000 Penalty: 4908.221191
	Iteration 9Q: 3 clusters Score -1615547 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -1616372.625000 Penalty: 4908.221191
	Iteration 10Q: 3 clusters Score -1616373 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -1617385.625000 Penalty: 4908.221191
	Iteration 11F: 3 clusters Score -1617386 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -1618466.250000 Penalty: 4908.221191
	Iteration 12F: 3 clusters Score -1618466 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -1619477.500000 Penalty: 4908.221191
	Iteration 13F: 3 clusters Score -1619478 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -1620388.500000 Penalty: 4908.221191
	Iteration 14F: 3 clusters Score -1620388 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -1621238.250000 Penalty: 4908.221191
	Iteration 15Q: 3 clusters Score -1621238 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -1622045.875000 Penalty: 4908.221191
	Iteration 16Q: 3 clusters Score -1622046 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -1622801.250000 Penalty: 4908.221191
	Iteration 17Q: 3 clusters Score -1622801 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -1623436.000000 Penalty: 4908.221191
	Iteration 18Q: 3 clusters Score -1623436 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -1623791.875000 Penalty: 4908.221191
	Iteration 19Q: 3 clusters Score -1623792 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -1623980.875000 Penalty: 4908.221191
	Iteration 20F: 3 clusters Score -1623981 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -1624071.875000 Penalty: 4908.221191
	Iteration 21Q: 3 clusters Score -1624072 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -1624111.125000 Penalty: 4908.221191
	Iteration 22Q: 3 clusters Score -1624111 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 12886 members 
Entering Unmasked Estep 
Score: -1624139.500000 Penalty: 4908.221191
	Iteration 23Q: 3 clusters Score -1624140 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -1624146.000000 Penalty: 4908.221191
	Iteration 24Q: 3 clusters Score -1624146 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -1624156.500000 Penalty: 4908.221191
	Iteration 25Q: 3 clusters Score -1624156 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -1624158.500000 Penalty: 4908.221191
	Iteration 26Q: 3 clusters Score -1624158 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -1624160.250000 Penalty: 4908.221191
	Iteration 27Q: 3 clusters Score -1624160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -1624160.000000 Penalty: 4908.221191
	Iteration 28Q: 3 clusters Score -1624160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -1624158.000000 Penalty: 4908.221191
	Iteration 29Q: 3 clusters Score -1624158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -1624160.125000 Penalty: 4908.221191
	Iteration 30Q: 3 clusters Score -1624160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -1624161.125000 Penalty: 4908.221191
	Iteration 31Q: 3 clusters Score -1624161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -1624160.875000 Penalty: 4908.221191
	Iteration 32Q: 3 clusters Score -1624161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -1624161.125000 Penalty: 4908.221191
	Iteration 33Q: 3 clusters Score -1624161 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -1624161.125000 Penalty: 4908.221191
	Iteration 34F: 3 clusters Score -1624161 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 78321 members 
Mstep: Class 2 contains 21465 members 
Mstep: Class 3 contains 3982 members 
Mstep: Class 4 contains 3693 members 
Mstep: Class 5 contains 17839 members 
Mstep: Class 6 contains 158230 members 
Mstep: Class 7 contains 8979 members 
Mstep: Class 8 contains 8802 members 
Mstep: Class 9 contains 67182 members 
Mstep: Class 10 contains 41085 members 
Mstep: Class 11 contains 4972 members 
Mstep: Class 12 contains 87922 members 
Mstep: Class 13 contains 6266 members 
Mstep: Class 14 contains 9609 members 
Mstep: Class 15 contains 14940 members 
Mstep: Class 16 contains 22921 members 
Mstep: Class 17 contains 19268 members 
Mstep: Class 18 contains 13206 members 
Mstep: Class 19 contains 2218 members 
Mstep: Class 20 contains 14153 members 
Mstep: Class 21 contains 6817 members 
Mstep: Class 22 contains 7653 members 
Mstep: Class 23 contains 25357 members 
Mstep: Class 24 contains 656602 members 
Mstep: Class 25 contains 76170 members 
Mstep: Class 26 contains 5959 members 
Mstep: Class 27 contains 2305 members 
Mstep: Class 28 contains 55156 members 
Mstep: Class 29 contains 8974 members 
Mstep: Class 30 contains 13026 members 
Entering Unmasked Estep 
Score: -111911488.000000 Penalty: 105618.718750
Splitting cluster 21 changes total score from -111831712.000000 to -111911488.000000
So it's getting split into cluster 30.
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 78321 members 
Mstep: Class 2 contains 21465 members 
Mstep: Class 3 contains 3982 members 
Mstep: Class 5 contains 17839 members 
Mstep: Class 6 contains 158230 members 
Mstep: Class 7 contains 8979 members 
Mstep: Class 8 contains 8802 members 
Mstep: Class 9 contains 67182 members 
Mstep: Class 10 contains 41085 members 
Mstep: Class 11 contains 4972 members 
Mstep: Class 12 contains 87922 members 
Mstep: Class 13 contains 6266 members 
Mstep: Class 15 contains 14940 members 
Mstep: Class 16 contains 22921 members 
Mstep: Class 17 contains 19268 members 
Mstep: Class 18 contains 13206 members 
Mstep: Class 19 contains 2218 members 
Mstep: Class 20 contains 14153 members 
Mstep: Class 21 contains 6817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111928448.000000 Penalty: 105618.718750
Iteration 39Q: 31 clusters Score -1.119284e+08 nChanged 27603
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 78849 members 
Mstep: Class 2 contains 23170 members 
Mstep: Class 3 contains 4243 members 
Mstep: Class 4 contains 3637 members 
Mstep: Class 5 contains 18135 members 
Mstep: Class 6 contains 158249 members 
Mstep: Class 7 contains 8940 members 
Mstep: Class 8 contains 8757 members 
Mstep: Class 9 contains 68249 members 
Mstep: Class 10 contains 41967 members 
Mstep: Class 11 contains 5006 members 
Mstep: Class 12 contains 88137 members 
Mstep: Class 13 contains 6592 members 
Mstep: Class 14 contains 9832 members 
Mstep: Class 15 contains 15434 members 
Mstep: Class 16 contains 23940 members 
Mstep: Class 17 contains 20109 members 
Mstep: Class 18 contains 13195 members 
Mstep: Class 19 contains 2866 members 
Mstep: Class 20 contains 14179 members 
Mstep: Class 21 contains 8028 members 
Mstep: Class 22 contains 7482 members 
Mstep: Class 23 contains 24890 members 
Mstep: Class 24 contains 648082 members 
Mstep: Class 25 contains 75448 members 
Mstep: Class 26 contains 5352 members 
Mstep: Class 27 contains 2553 members 
Mstep: Class 28 contains 55960 members 
Mstep: Class 29 contains 8673 members 
Mstep: Class 30 contains 13119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111945856.000000 Penalty: 105618.718750
Iteration 40F: 31 clusters Score -1.119459e+08 nChanged 23748
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 78466 members 
Mstep: Class 2 contains 23801 members 
Mstep: Class 3 contains 4091 members 
Mstep: Class 4 contains 3652 members 
Mstep: Class 5 contains 18167 members 
Mstep: Class 6 contains 157061 members 
Mstep: Class 7 contains 8897 members 
Mstep: Class 8 contains 8697 members 
Mstep: Class 9 contains 68832 members 
Mstep: Class 10 contains 42660 members 
Mstep: Class 11 contains 5080 members 
Mstep: Class 12 contains 85625 members 
Mstep: Class 13 contains 6478 members 
Mstep: Class 14 contains 11605 members 
Mstep: Class 15 contains 15616 members 
Mstep: Class 16 contains 23010 members 
Mstep: Class 17 contains 20717 members 
Mstep: Class 18 contains 12438 members 
Mstep: Class 19 contains 3495 members 
Mstep: Class 20 contains 13574 members 
Mstep: Class 21 contains 8392 members 
Mstep: Class 22 contains 8045 members 
Mstep: Class 23 contains 25902 members 
Mstep: Class 24 contains 645867 members 
Mstep: Class 25 contains 75195 members 
Mstep: Class 26 contains 5777 members 
Mstep: Class 27 contains 2846 members 
Mstep: Class 28 contains 56840 members 
Mstep: Class 29 contains 8852 members 
Mstep: Class 30 contains 13402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111952856.000000 Penalty: 105618.718750
Iteration 41Q: 31 clusters Score -1.119529e+08 nChanged 15367
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 78204 members 
Mstep: Class 2 contains 24146 members 
Mstep: Class 3 contains 4095 members 
Mstep: Class 4 contains 3645 members 
Mstep: Class 5 contains 18253 members 
Mstep: Class 6 contains 156368 members 
Mstep: Class 7 contains 8891 members 
Mstep: Class 8 contains 8673 members 
Mstep: Class 9 contains 69619 members 
Mstep: Class 10 contains 43261 members 
Mstep: Class 11 contains 5202 members 
Mstep: Class 12 contains 83682 members 
Mstep: Class 13 contains 6369 members 
Mstep: Class 14 contains 12808 members 
Mstep: Class 15 contains 15808 members 
Mstep: Class 16 contains 22317 members 
Mstep: Class 17 contains 21379 members 
Mstep: Class 18 contains 11891 members 
Mstep: Class 19 contains 3976 members 
Mstep: Class 20 contains 13095 members 
Mstep: Class 21 contains 8833 members 
Mstep: Class 22 contains 8487 members 
Mstep: Class 23 contains 26473 members 
Mstep: Class 24 contains 643364 members 
Mstep: Class 25 contains 74913 members 
Mstep: Class 26 contains 6086 members 
Mstep: Class 27 contains 2997 members 
Mstep: Class 28 contains 57705 members 
Mstep: Class 29 contains 8918 members 
Mstep: Class 30 contains 13622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111956928.000000 Penalty: 105618.718750
Iteration 42Q: 31 clusters Score -1.119569e+08 nChanged 11721
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 77991 members 
Mstep: Class 2 contains 24371 members 
Mstep: Class 3 contains 4136 members 
Mstep: Class 4 contains 3644 members 
Mstep: Class 5 contains 18362 members 
Mstep: Class 6 contains 155964 members 
Mstep: Class 7 contains 8886 members 
Mstep: Class 8 contains 8670 members 
Mstep: Class 9 contains 70395 members 
Mstep: Class 10 contains 43826 members 
Mstep: Class 11 contains 5343 members 
Mstep: Class 12 contains 82120 members 
Mstep: Class 13 contains 6296 members 
Mstep: Class 14 contains 13585 members 
Mstep: Class 15 contains 15962 members 
Mstep: Class 16 contains 21690 members 
Mstep: Class 17 contains 21978 members 
Mstep: Class 18 contains 11461 members 
Mstep: Class 19 contains 4344 members 
Mstep: Class 20 contains 12691 members 
Mstep: Class 21 contains 9235 members 
Mstep: Class 22 contains 8882 members 
Mstep: Class 23 contains 27028 members 
Mstep: Class 24 contains 640930 members 
Mstep: Class 25 contains 74678 members 
Mstep: Class 26 contains 6324 members 
Mstep: Class 27 contains 3085 members 
Mstep: Class 28 contains 58479 members 
Mstep: Class 29 contains 8953 members 
Mstep: Class 30 contains 13771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111960472.000000 Penalty: 105618.718750
Iteration 43Q: 31 clusters Score -1.119605e+08 nChanged 9514
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 77765 members 
Mstep: Class 2 contains 24511 members 
Mstep: Class 3 contains 4173 members 
Mstep: Class 4 contains 3649 members 
Mstep: Class 5 contains 18516 members 
Mstep: Class 6 contains 155661 members 
Mstep: Class 7 contains 8881 members 
Mstep: Class 8 contains 8672 members 
Mstep: Class 9 contains 71131 members 
Mstep: Class 10 contains 44340 members 
Mstep: Class 11 contains 5508 members 
Mstep: Class 12 contains 80933 members 
Mstep: Class 13 contains 6238 members 
Mstep: Class 14 contains 14203 members 
Mstep: Class 15 contains 16103 members 
Mstep: Class 16 contains 21134 members 
Mstep: Class 17 contains 22475 members 
Mstep: Class 18 contains 11148 members 
Mstep: Class 19 contains 4651 members 
Mstep: Class 20 contains 12358 members 
Mstep: Class 21 contains 9609 members 
Mstep: Class 22 contains 9164 members 
Mstep: Class 23 contains 27518 members 
Mstep: Class 24 contains 638516 members 
Mstep: Class 25 contains 74440 members 
Mstep: Class 26 contains 6485 members 
Mstep: Class 27 contains 3164 members 
Mstep: Class 28 contains 59245 members 
Mstep: Class 29 contains 9000 members 
Mstep: Class 30 contains 13889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111962320.000000 Penalty: 105618.718750
Iteration 44Q: 31 clusters Score -1.119623e+08 nChanged 7915
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 77590 members 
Mstep: Class 2 contains 24605 members 
Mstep: Class 3 contains 4195 members 
Mstep: Class 4 contains 3652 members 
Mstep: Class 5 contains 18674 members 
Mstep: Class 6 contains 155458 members 
Mstep: Class 7 contains 8879 members 
Mstep: Class 8 contains 8677 members 
Mstep: Class 9 contains 71796 members 
Mstep: Class 10 contains 44823 members 
Mstep: Class 11 contains 5651 members 
Mstep: Class 12 contains 79965 members 
Mstep: Class 13 contains 6187 members 
Mstep: Class 14 contains 14650 members 
Mstep: Class 15 contains 16230 members 
Mstep: Class 16 contains 20623 members 
Mstep: Class 17 contains 22972 members 
Mstep: Class 18 contains 10883 members 
Mstep: Class 19 contains 4855 members 
Mstep: Class 20 contains 12102 members 
Mstep: Class 21 contains 9933 members 
Mstep: Class 22 contains 9337 members 
Mstep: Class 23 contains 27974 members 
Mstep: Class 24 contains 636365 members 
Mstep: Class 25 contains 74229 members 
Mstep: Class 26 contains 6572 members 
Mstep: Class 27 contains 3194 members 
Mstep: Class 28 contains 59953 members 
Mstep: Class 29 contains 9073 members 
Mstep: Class 30 contains 13983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111963320.000000 Penalty: 105618.718750
Iteration 45Q: 31 clusters Score -1.119633e+08 nChanged 6818
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 77472 members 
Mstep: Class 2 contains 24675 members 
Mstep: Class 3 contains 4227 members 
Mstep: Class 4 contains 3653 members 
Mstep: Class 5 contains 18885 members 
Mstep: Class 6 contains 155344 members 
Mstep: Class 7 contains 8879 members 
Mstep: Class 8 contains 8684 members 
Mstep: Class 9 contains 72375 members 
Mstep: Class 10 contains 45259 members 
Mstep: Class 11 contains 5778 members 
Mstep: Class 12 contains 79128 members 
Mstep: Class 13 contains 6151 members 
Mstep: Class 14 contains 15013 members 
Mstep: Class 15 contains 16319 members 
Mstep: Class 16 contains 20161 members 
Mstep: Class 17 contains 23441 members 
Mstep: Class 18 contains 10645 members 
Mstep: Class 19 contains 5027 members 
Mstep: Class 20 contains 11948 members 
Mstep: Class 21 contains 10217 members 
Mstep: Class 22 contains 9435 members 
Mstep: Class 23 contains 28327 members 
Mstep: Class 24 contains 634314 members 
Mstep: Class 25 contains 74050 members 
Mstep: Class 26 contains 6643 members 
Mstep: Class 27 contains 3194 members 
Mstep: Class 28 contains 60628 members 
Mstep: Class 29 contains 9153 members 
Mstep: Class 30 contains 14055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111964584.000000 Penalty: 105618.718750
Iteration 46Q: 31 clusters Score -1.119646e+08 nChanged 5951
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 77360 members 
Mstep: Class 2 contains 24732 members 
Mstep: Class 3 contains 4240 members 
Mstep: Class 4 contains 3654 members 
Mstep: Class 5 contains 19121 members 
Mstep: Class 6 contains 155248 members 
Mstep: Class 7 contains 8876 members 
Mstep: Class 8 contains 8683 members 
Mstep: Class 9 contains 72890 members 
Mstep: Class 10 contains 45700 members 
Mstep: Class 11 contains 5864 members 
Mstep: Class 12 contains 78399 members 
Mstep: Class 13 contains 6133 members 
Mstep: Class 14 contains 15327 members 
Mstep: Class 15 contains 16422 members 
Mstep: Class 16 contains 19683 members 
Mstep: Class 17 contains 23920 members 
Mstep: Class 18 contains 10422 members 
Mstep: Class 19 contains 5158 members 
Mstep: Class 20 contains 11844 members 
Mstep: Class 21 contains 10462 members 
Mstep: Class 22 contains 9482 members 
Mstep: Class 23 contains 28677 members 
Mstep: Class 24 contains 632454 members 
Mstep: Class 25 contains 73895 members 
Mstep: Class 26 contains 6701 members 
Mstep: Class 27 contains 3198 members 
Mstep: Class 28 contains 61203 members 
Mstep: Class 29 contains 9229 members 
Mstep: Class 30 contains 14103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111965816.000000 Penalty: 105618.718750
Iteration 47Q: 31 clusters Score -1.119658e+08 nChanged 5304
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 77255 members 
Mstep: Class 2 contains 24770 members 
Mstep: Class 3 contains 4255 members 
Mstep: Class 4 contains 3655 members 
Mstep: Class 5 contains 19356 members 
Mstep: Class 6 contains 155174 members 
Mstep: Class 7 contains 8874 members 
Mstep: Class 8 contains 8688 members 
Mstep: Class 9 contains 73300 members 
Mstep: Class 10 contains 46109 members 
Mstep: Class 11 contains 5945 members 
Mstep: Class 12 contains 77766 members 
Mstep: Class 13 contains 6114 members 
Mstep: Class 14 contains 15622 members 
Mstep: Class 15 contains 16522 members 
Mstep: Class 16 contains 19205 members 
Mstep: Class 17 contains 24353 members 
Mstep: Class 18 contains 10226 members 
Mstep: Class 19 contains 5241 members 
Mstep: Class 20 contains 11760 members 
Mstep: Class 21 contains 10675 members 
Mstep: Class 22 contains 9509 members 
Mstep: Class 23 contains 29004 members 
Mstep: Class 24 contains 630802 members 
Mstep: Class 25 contains 73727 members 
Mstep: Class 26 contains 6755 members 
Mstep: Class 27 contains 3211 members 
Mstep: Class 28 contains 61780 members 
Mstep: Class 29 contains 9290 members 
Mstep: Class 30 contains 14137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111965768.000000 Penalty: 105618.718750
Iteration 48Q: 31 clusters Score -1.119658e+08 nChanged 4709
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 77166 members 
Mstep: Class 2 contains 24781 members 
Mstep: Class 3 contains 4268 members 
Mstep: Class 4 contains 3655 members 
Mstep: Class 5 contains 19572 members 
Mstep: Class 6 contains 155108 members 
Mstep: Class 7 contains 8870 members 
Mstep: Class 8 contains 8690 members 
Mstep: Class 9 contains 73641 members 
Mstep: Class 10 contains 46508 members 
Mstep: Class 11 contains 6017 members 
Mstep: Class 12 contains 77210 members 
Mstep: Class 13 contains 6102 members 
Mstep: Class 14 contains 15869 members 
Mstep: Class 15 contains 16618 members 
Mstep: Class 16 contains 18774 members 
Mstep: Class 17 contains 24741 members 
Mstep: Class 18 contains 10036 members 
Mstep: Class 19 contains 5290 members 
Mstep: Class 20 contains 11718 members 
Mstep: Class 21 contains 10838 members 
Mstep: Class 22 contains 9530 members 
Mstep: Class 23 contains 29318 members 
Mstep: Class 24 contains 629333 members 
Mstep: Class 25 contains 73575 members 
Mstep: Class 26 contains 6815 members 
Mstep: Class 27 contains 3202 members 
Mstep: Class 28 contains 62328 members 
Mstep: Class 29 contains 9333 members 
Mstep: Class 30 contains 14174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111966200.000000 Penalty: 105618.718750
Iteration 49Q: 31 clusters Score -1.119662e+08 nChanged 4268
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 77071 members 
Mstep: Class 2 contains 24792 members 
Mstep: Class 3 contains 4274 members 
Mstep: Class 4 contains 3656 members 
Mstep: Class 5 contains 19801 members 
Mstep: Class 6 contains 155049 members 
Mstep: Class 7 contains 8870 members 
Mstep: Class 8 contains 8688 members 
Mstep: Class 9 contains 73930 members 
Mstep: Class 10 contains 46924 members 
Mstep: Class 11 contains 6081 members 
Mstep: Class 12 contains 76669 members 
Mstep: Class 13 contains 6082 members 
Mstep: Class 14 contains 16077 members 
Mstep: Class 15 contains 16714 members 
Mstep: Class 16 contains 18365 members 
Mstep: Class 17 contains 25119 members 
Mstep: Class 18 contains 9854 members 
Mstep: Class 19 contains 5328 members 
Mstep: Class 20 contains 11695 members 
Mstep: Class 21 contains 10965 members 
Mstep: Class 22 contains 9552 members 
Mstep: Class 23 contains 29598 members 
Mstep: Class 24 contains 628071 members 
Mstep: Class 25 contains 73431 members 
Mstep: Class 26 contains 6843 members 
Mstep: Class 27 contains 3194 members 
Mstep: Class 28 contains 62822 members 
Mstep: Class 29 contains 9358 members 
Mstep: Class 30 contains 14207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111966952.000000 Penalty: 105618.718750
Iteration 50Q: 31 clusters Score -1.11967e+08 nChanged 4060
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 77014 members 
Mstep: Class 2 contains 24804 members 
Mstep: Class 3 contains 4275 members 
Mstep: Class 4 contains 3656 members 
Mstep: Class 5 contains 20044 members 
Mstep: Class 6 contains 155008 members 
Mstep: Class 7 contains 8869 members 
Mstep: Class 8 contains 8690 members 
Mstep: Class 9 contains 74203 members 
Mstep: Class 10 contains 47294 members 
Mstep: Class 11 contains 6152 members 
Mstep: Class 12 contains 76152 members 
Mstep: Class 13 contains 6059 members 
Mstep: Class 14 contains 16246 members 
Mstep: Class 15 contains 16799 members 
Mstep: Class 16 contains 17997 members 
Mstep: Class 17 contains 25527 members 
Mstep: Class 18 contains 9672 members 
Mstep: Class 19 contains 5351 members 
Mstep: Class 20 contains 11678 members 
Mstep: Class 21 contains 11074 members 
Mstep: Class 22 contains 9568 members 
Mstep: Class 23 contains 29823 members 
Mstep: Class 24 contains 626868 members 
Mstep: Class 25 contains 73285 members 
Mstep: Class 26 contains 6852 members 
Mstep: Class 27 contains 3187 members 
Mstep: Class 28 contains 63312 members 
Mstep: Class 29 contains 9379 members 
Mstep: Class 30 contains 14242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111967488.000000 Penalty: 105618.718750
Iteration 51Q: 31 clusters Score -1.119675e+08 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 76945 members 
Mstep: Class 2 contains 24833 members 
Mstep: Class 3 contains 4276 members 
Mstep: Class 4 contains 3656 members 
Mstep: Class 5 contains 20300 members 
Mstep: Class 6 contains 154964 members 
Mstep: Class 7 contains 8868 members 
Mstep: Class 8 contains 8689 members 
Mstep: Class 9 contains 74440 members 
Mstep: Class 10 contains 47667 members 
Mstep: Class 11 contains 6209 members 
Mstep: Class 12 contains 75673 members 
Mstep: Class 13 contains 6034 members 
Mstep: Class 14 contains 16390 members 
Mstep: Class 15 contains 16893 members 
Mstep: Class 16 contains 17643 members 
Mstep: Class 17 contains 25946 members 
Mstep: Class 18 contains 9509 members 
Mstep: Class 19 contains 5376 members 
Mstep: Class 20 contains 11658 members 
Mstep: Class 21 contains 11139 members 
Mstep: Class 22 contains 9582 members 
Mstep: Class 23 contains 29993 members 
Mstep: Class 24 contains 625779 members 
Mstep: Class 25 contains 73122 members 
Mstep: Class 26 contains 6851 members 
Mstep: Class 27 contains 3184 members 
Mstep: Class 28 contains 63788 members 
Mstep: Class 29 contains 9400 members 
Mstep: Class 30 contains 14273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111968040.000000 Penalty: 105618.718750
Iteration 52Q: 31 clusters Score -1.11968e+08 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 76886 members 
Mstep: Class 2 contains 24841 members 
Mstep: Class 3 contains 4282 members 
Mstep: Class 4 contains 3655 members 
Mstep: Class 5 contains 20556 members 
Mstep: Class 6 contains 154923 members 
Mstep: Class 7 contains 8867 members 
Mstep: Class 8 contains 8689 members 
Mstep: Class 9 contains 74631 members 
Mstep: Class 10 contains 48055 members 
Mstep: Class 11 contains 6253 members 
Mstep: Class 12 contains 75257 members 
Mstep: Class 13 contains 6024 members 
Mstep: Class 14 contains 16517 members 
Mstep: Class 15 contains 16972 members 
Mstep: Class 16 contains 17306 members 
Mstep: Class 17 contains 26365 members 
Mstep: Class 18 contains 9358 members 
Mstep: Class 19 contains 5406 members 
Mstep: Class 20 contains 11644 members 
Mstep: Class 21 contains 11201 members 
Mstep: Class 22 contains 9602 members 
Mstep: Class 23 contains 30155 members 
Mstep: Class 24 contains 624651 members 
Mstep: Class 25 contains 72988 members 
Mstep: Class 26 contains 6874 members 
Mstep: Class 27 contains 3177 members 
Mstep: Class 28 contains 64227 members 
Mstep: Class 29 contains 9409 members 
Mstep: Class 30 contains 14309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111967808.000000 Penalty: 105618.718750
Iteration 53Q: 31 clusters Score -1.119678e+08 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 76814 members 
Mstep: Class 2 contains 24833 members 
Mstep: Class 3 contains 4279 members 
Mstep: Class 4 contains 3655 members 
Mstep: Class 5 contains 20817 members 
Mstep: Class 6 contains 154903 members 
Mstep: Class 7 contains 8867 members 
Mstep: Class 8 contains 8691 members 
Mstep: Class 9 contains 74800 members 
Mstep: Class 10 contains 48369 members 
Mstep: Class 11 contains 6297 members 
Mstep: Class 12 contains 74878 members 
Mstep: Class 13 contains 6021 members 
Mstep: Class 14 contains 16618 members 
Mstep: Class 15 contains 17034 members 
Mstep: Class 16 contains 16978 members 
Mstep: Class 17 contains 26779 members 
Mstep: Class 18 contains 9227 members 
Mstep: Class 19 contains 5426 members 
Mstep: Class 20 contains 11633 members 
Mstep: Class 21 contains 11255 members 
Mstep: Class 22 contains 9617 members 
Mstep: Class 23 contains 30346 members 
Mstep: Class 24 contains 623636 members 
Mstep: Class 25 contains 72838 members 
Mstep: Class 26 contains 6895 members 
Mstep: Class 27 contains 3170 members 
Mstep: Class 28 contains 64633 members 
Mstep: Class 29 contains 9424 members 
Mstep: Class 30 contains 14347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111967992.000000 Penalty: 105618.718750
Iteration 54Q: 31 clusters Score -1.11968e+08 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 76729 members 
Mstep: Class 2 contains 24832 members 
Mstep: Class 3 contains 4280 members 
Mstep: Class 4 contains 3656 members 
Mstep: Class 5 contains 21123 members 
Mstep: Class 6 contains 154889 members 
Mstep: Class 7 contains 8866 members 
Mstep: Class 8 contains 8693 members 
Mstep: Class 9 contains 74963 members 
Mstep: Class 10 contains 48647 members 
Mstep: Class 11 contains 6341 members 
Mstep: Class 12 contains 74514 members 
Mstep: Class 13 contains 6018 members 
Mstep: Class 14 contains 16713 members 
Mstep: Class 15 contains 17090 members 
Mstep: Class 16 contains 16658 members 
Mstep: Class 17 contains 27204 members 
Mstep: Class 18 contains 9103 members 
Mstep: Class 19 contains 5446 members 
Mstep: Class 20 contains 11622 members 
Mstep: Class 21 contains 11290 members 
Mstep: Class 22 contains 9632 members 
Mstep: Class 23 contains 30482 members 
Mstep: Class 24 contains 622684 members 
Mstep: Class 25 contains 72685 members 
Mstep: Class 26 contains 6909 members 
Mstep: Class 27 contains 3162 members 
Mstep: Class 28 contains 65025 members 
Mstep: Class 29 contains 9439 members 
Mstep: Class 30 contains 14385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111968072.000000 Penalty: 105618.718750
Iteration 55Q: 31 clusters Score -1.119681e+08 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 76665 members 
Mstep: Class 2 contains 24833 members 
Mstep: Class 3 contains 4286 members 
Mstep: Class 4 contains 3656 members 
Mstep: Class 5 contains 21463 members 
Mstep: Class 6 contains 154868 members 
Mstep: Class 7 contains 8865 members 
Mstep: Class 8 contains 8698 members 
Mstep: Class 9 contains 75111 members 
Mstep: Class 10 contains 48918 members 
Mstep: Class 11 contains 6379 members 
Mstep: Class 12 contains 74178 members 
Mstep: Class 13 contains 6017 members 
Mstep: Class 14 contains 16785 members 
Mstep: Class 15 contains 17141 members 
Mstep: Class 16 contains 16376 members 
Mstep: Class 17 contains 27641 members 
Mstep: Class 18 contains 8981 members 
Mstep: Class 19 contains 5459 members 
Mstep: Class 20 contains 11615 members 
Mstep: Class 21 contains 11322 members 
Mstep: Class 22 contains 9643 members 
Mstep: Class 23 contains 30626 members 
Mstep: Class 24 contains 621668 members 
Mstep: Class 25 contains 72552 members 
Mstep: Class 26 contains 6920 members 
Mstep: Class 27 contains 3157 members 
Mstep: Class 28 contains 65391 members 
Mstep: Class 29 contains 9447 members 
Mstep: Class 30 contains 14419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111967888.000000 Penalty: 105618.718750
Iteration 56Q: 31 clusters Score -1.119679e+08 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 76624 members 
Mstep: Class 2 contains 24831 members 
Mstep: Class 3 contains 4288 members 
Mstep: Class 4 contains 3656 members 
Mstep: Class 5 contains 21771 members 
Mstep: Class 6 contains 154868 members 
Mstep: Class 7 contains 8865 members 
Mstep: Class 8 contains 8697 members 
Mstep: Class 9 contains 75258 members 
Mstep: Class 10 contains 49184 members 
Mstep: Class 11 contains 6412 members 
Mstep: Class 12 contains 73890 members 
Mstep: Class 13 contains 6012 members 
Mstep: Class 14 contains 16869 members 
Mstep: Class 15 contains 17201 members 
Mstep: Class 16 contains 16130 members 
Mstep: Class 17 contains 28062 members 
Mstep: Class 18 contains 8857 members 
Mstep: Class 19 contains 5463 members 
Mstep: Class 20 contains 11611 members 
Mstep: Class 21 contains 11355 members 
Mstep: Class 22 contains 9653 members 
Mstep: Class 23 contains 30702 members 
Mstep: Class 24 contains 620685 members 
Mstep: Class 25 contains 72427 members 
Mstep: Class 26 contains 6916 members 
Mstep: Class 27 contains 3148 members 
Mstep: Class 28 contains 65734 members 
Mstep: Class 29 contains 9453 members 
Mstep: Class 30 contains 14458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111967992.000000 Penalty: 105618.718750
Iteration 57Q: 31 clusters Score -1.11968e+08 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 76568 members 
Mstep: Class 2 contains 24823 members 
Mstep: Class 3 contains 4288 members 
Mstep: Class 4 contains 3656 members 
Mstep: Class 5 contains 22121 members 
Mstep: Class 6 contains 154847 members 
Mstep: Class 7 contains 8865 members 
Mstep: Class 8 contains 8696 members 
Mstep: Class 9 contains 75373 members 
Mstep: Class 10 contains 49405 members 
Mstep: Class 11 contains 6439 members 
Mstep: Class 12 contains 73616 members 
Mstep: Class 13 contains 6005 members 
Mstep: Class 14 contains 16927 members 
Mstep: Class 15 contains 17247 members 
Mstep: Class 16 contains 15933 members 
Mstep: Class 17 contains 28494 members 
Mstep: Class 18 contains 8752 members 
Mstep: Class 19 contains 5474 members 
Mstep: Class 20 contains 11604 members 
Mstep: Class 21 contains 11380 members 
Mstep: Class 22 contains 9669 members 
Mstep: Class 23 contains 30742 members 
Mstep: Class 24 contains 619779 members 
Mstep: Class 25 contains 72308 members 
Mstep: Class 26 contains 6919 members 
Mstep: Class 27 contains 3146 members 
Mstep: Class 28 contains 66062 members 
Mstep: Class 29 contains 9461 members 
Mstep: Class 30 contains 14481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111968280.000000 Penalty: 105618.718750
Iteration 58Q: 31 clusters Score -1.119683e+08 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 76533 members 
Mstep: Class 2 contains 24811 members 
Mstep: Class 3 contains 4285 members 
Mstep: Class 4 contains 3656 members 
Mstep: Class 5 contains 22504 members 
Mstep: Class 6 contains 154830 members 
Mstep: Class 7 contains 8865 members 
Mstep: Class 8 contains 8698 members 
Mstep: Class 9 contains 75474 members 
Mstep: Class 10 contains 49643 members 
Mstep: Class 11 contains 6461 members 
Mstep: Class 12 contains 73352 members 
Mstep: Class 13 contains 6009 members 
Mstep: Class 14 contains 16974 members 
Mstep: Class 15 contains 17305 members 
Mstep: Class 16 contains 15744 members 
Mstep: Class 17 contains 28932 members 
Mstep: Class 18 contains 8639 members 
Mstep: Class 19 contains 5479 members 
Mstep: Class 20 contains 11600 members 
Mstep: Class 21 contains 11398 members 
Mstep: Class 22 contains 9681 members 
Mstep: Class 23 contains 30745 members 
Mstep: Class 24 contains 618849 members 
Mstep: Class 25 contains 72199 members 
Mstep: Class 26 contains 6924 members 
Mstep: Class 27 contains 3150 members 
Mstep: Class 28 contains 66374 members 
Mstep: Class 29 contains 9465 members 
Mstep: Class 30 contains 14501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111968152.000000 Penalty: 105618.718750
Iteration 59Q: 31 clusters Score -1.119682e+08 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 76513 members 
Mstep: Class 2 contains 24802 members 
Mstep: Class 3 contains 4285 members 
Mstep: Class 4 contains 3656 members 
Mstep: Class 5 contains 22921 members 
Mstep: Class 6 contains 154830 members 
Mstep: Class 7 contains 8862 members 
Mstep: Class 8 contains 8694 members 
Mstep: Class 9 contains 75557 members 
Mstep: Class 10 contains 49863 members 
Mstep: Class 11 contains 6479 members 
Mstep: Class 12 contains 73132 members 
Mstep: Class 13 contains 6012 members 
Mstep: Class 14 contains 17030 members 
Mstep: Class 15 contains 17352 members 
Mstep: Class 16 contains 15593 members 
Mstep: Class 17 contains 29348 members 
Mstep: Class 18 contains 8550 members 
Mstep: Class 19 contains 5482 members 
Mstep: Class 20 contains 11598 members 
Mstep: Class 21 contains 11415 members 
Mstep: Class 22 contains 9700 members 
Mstep: Class 23 contains 30693 members 
Mstep: Class 24 contains 617883 members 
Mstep: Class 25 contains 72109 members 
Mstep: Class 26 contains 6927 members 
Mstep: Class 27 contains 3157 members 
Mstep: Class 28 contains 66654 members 
Mstep: Class 29 contains 9471 members 
Mstep: Class 30 contains 14512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111968592.000000 Penalty: 105618.718750
Iteration 60F: 31 clusters Score -1.119686e+08 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 76481 members 
Mstep: Class 2 contains 24794 members 
Mstep: Class 3 contains 4279 members 
Mstep: Class 4 contains 3655 members 
Mstep: Class 5 contains 23366 members 
Mstep: Class 6 contains 154831 members 
Mstep: Class 7 contains 8859 members 
Mstep: Class 8 contains 8699 members 
Mstep: Class 9 contains 75606 members 
Mstep: Class 10 contains 50073 members 
Mstep: Class 11 contains 6496 members 
Mstep: Class 12 contains 72936 members 
Mstep: Class 13 contains 6013 members 
Mstep: Class 14 contains 17076 members 
Mstep: Class 15 contains 17387 members 
Mstep: Class 16 contains 15428 members 
Mstep: Class 17 contains 29805 members 
Mstep: Class 18 contains 8479 members 
Mstep: Class 19 contains 5503 members 
Mstep: Class 20 contains 11576 members 
Mstep: Class 21 contains 11421 members 
Mstep: Class 22 contains 9743 members 
Mstep: Class 23 contains 30631 members 
Mstep: Class 24 contains 616929 members 
Mstep: Class 25 contains 71990 members 
Mstep: Class 26 contains 6938 members 
Mstep: Class 27 contains 3165 members 
Mstep: Class 28 contains 66920 members 
Mstep: Class 29 contains 9473 members 
Mstep: Class 30 contains 14528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111968928.000000 Penalty: 105618.718750
Iteration 61Q: 31 clusters Score -1.119689e+08 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 76439 members 
Mstep: Class 2 contains 24792 members 
Mstep: Class 3 contains 4275 members 
Mstep: Class 4 contains 3655 members 
Mstep: Class 5 contains 23822 members 
Mstep: Class 6 contains 154815 members 
Mstep: Class 7 contains 8856 members 
Mstep: Class 8 contains 8700 members 
Mstep: Class 9 contains 75632 members 
Mstep: Class 10 contains 50294 members 
Mstep: Class 11 contains 6509 members 
Mstep: Class 12 contains 72727 members 
Mstep: Class 13 contains 6012 members 
Mstep: Class 14 contains 17134 members 
Mstep: Class 15 contains 17413 members 
Mstep: Class 16 contains 15299 members 
Mstep: Class 17 contains 30232 members 
Mstep: Class 18 contains 8408 members 
Mstep: Class 19 contains 5523 members 
Mstep: Class 20 contains 11551 members 
Mstep: Class 21 contains 11428 members 
Mstep: Class 22 contains 9785 members 
Mstep: Class 23 contains 30575 members 
Mstep: Class 24 contains 615970 members 
Mstep: Class 25 contains 71886 members 
Mstep: Class 26 contains 6946 members 
Mstep: Class 27 contains 3170 members 
Mstep: Class 28 contains 67208 members 
Mstep: Class 29 contains 9484 members 
Mstep: Class 30 contains 14540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111969496.000000 Penalty: 105618.718750
Iteration 62Q: 31 clusters Score -1.119695e+08 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 76390 members 
Mstep: Class 2 contains 24785 members 
Mstep: Class 3 contains 4271 members 
Mstep: Class 4 contains 3655 members 
Mstep: Class 5 contains 24319 members 
Mstep: Class 6 contains 154802 members 
Mstep: Class 7 contains 8853 members 
Mstep: Class 8 contains 8699 members 
Mstep: Class 9 contains 75637 members 
Mstep: Class 10 contains 50490 members 
Mstep: Class 11 contains 6522 members 
Mstep: Class 12 contains 72541 members 
Mstep: Class 13 contains 6012 members 
Mstep: Class 14 contains 17189 members 
Mstep: Class 15 contains 17437 members 
Mstep: Class 16 contains 15191 members 
Mstep: Class 17 contains 30682 members 
Mstep: Class 18 contains 8332 members 
Mstep: Class 19 contains 5537 members 
Mstep: Class 20 contains 11536 members 
Mstep: Class 21 contains 11429 members 
Mstep: Class 22 contains 9812 members 
Mstep: Class 23 contains 30486 members 
Mstep: Class 24 contains 615046 members 
Mstep: Class 25 contains 71799 members 
Mstep: Class 26 contains 6944 members 
Mstep: Class 27 contains 3176 members 
Mstep: Class 28 contains 67462 members 
Mstep: Class 29 contains 9493 members 
Mstep: Class 30 contains 14553 members 
Entering Unmasked Estep 
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Score: -111969488.000000 Penalty: 105618.718750
Iteration 63Q: 31 clusters Score -1.119695e+08 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 76343 members 
Mstep: Class 2 contains 24779 members 
Mstep: Class 3 contains 4271 members 
Mstep: Class 4 contains 3655 members 
Mstep: Class 5 contains 24804 members 
Mstep: Class 6 contains 154787 members 
Mstep: Class 7 contains 8852 members 
Mstep: Class 8 contains 8700 members 
Mstep: Class 9 contains 75613 members 
Mstep: Class 10 contains 50686 members 
Mstep: Class 11 contains 6537 members 
Mstep: Class 12 contains 72372 members 
Mstep: Class 13 contains 6012 members 
Mstep: Class 14 contains 17237 members 
Mstep: Class 15 contains 17465 members 
Mstep: Class 16 contains 15086 members 
Mstep: Class 17 contains 31051 members 
Mstep: Class 18 contains 8272 members 
Mstep: Class 19 contains 5556 members 
Mstep: Class 20 contains 11531 members 
Mstep: Class 21 contains 11435 members 
Mstep: Class 22 contains 9832 members 
Mstep: Class 23 contains 30434 members 
Mstep: Class 24 contains 614177 members 
Mstep: Class 25 contains 71694 members 
Mstep: Class 26 contains 6954 members 
Mstep: Class 27 contains 3179 members 
Mstep: Class 28 contains 67703 members 
Mstep: Class 29 contains 9499 members 
Mstep: Class 30 contains 14564 members 
Entering Unmasked Estep 
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Score: -111969952.000000 Penalty: 105618.718750
Iteration 64Q: 31 clusters Score -1.1197e+08 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 76317 members 
Mstep: Class 2 contains 24775 members 
Mstep: Class 3 contains 4270 members 
Mstep: Class 4 contains 3656 members 
Mstep: Class 5 contains 25287 members 
Mstep: Class 6 contains 154787 members 
Mstep: Class 7 contains 8852 members 
Mstep: Class 8 contains 8698 members 
Mstep: Class 9 contains 75566 members 
Mstep: Class 10 contains 50895 members 
Mstep: Class 11 contains 6547 members 
Mstep: Class 12 contains 72178 members 
Mstep: Class 13 contains 6015 members 
Mstep: Class 14 contains 17271 members 
Mstep: Class 15 contains 17492 members 
Mstep: Class 16 contains 15018 members 
Mstep: Class 17 contains 31401 members 
Mstep: Class 18 contains 8211 members 
Mstep: Class 19 contains 5571 members 
Mstep: Class 20 contains 11528 members 
Mstep: Class 21 contains 11436 members 
Mstep: Class 22 contains 9852 members 
Mstep: Class 23 contains 30334 members 
Mstep: Class 24 contains 613365 members 
Mstep: Class 25 contains 71579 members 
Mstep: Class 26 contains 6962 members 
Mstep: Class 27 contains 3186 members 
Mstep: Class 28 contains 67954 members 
Mstep: Class 29 contains 9501 members 
Mstep: Class 30 contains 14576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111970256.000000 Penalty: 105618.718750
Iteration 65Q: 31 clusters Score -1.119703e+08 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 76291 members 
Mstep: Class 2 contains 24767 members 
Mstep: Class 3 contains 4267 members 
Mstep: Class 4 contains 3656 members 
Mstep: Class 5 contains 25756 members 
Mstep: Class 6 contains 154781 members 
Mstep: Class 7 contains 8851 members 
Mstep: Class 8 contains 8699 members 
Mstep: Class 9 contains 75551 members 
Mstep: Class 10 contains 51090 members 
Mstep: Class 11 contains 6556 members 
Mstep: Class 12 contains 72005 members 
Mstep: Class 13 contains 6018 members 
Mstep: Class 14 contains 17300 members 
Mstep: Class 15 contains 17514 members 
Mstep: Class 16 contains 14973 members 
Mstep: Class 17 contains 31707 members 
Mstep: Class 18 contains 8161 members 
Mstep: Class 19 contains 5581 members 
Mstep: Class 20 contains 11523 members 
Mstep: Class 21 contains 11438 members 
Mstep: Class 22 contains 9878 members 
Mstep: Class 23 contains 30246 members 
Mstep: Class 24 contains 612576 members 
Mstep: Class 25 contains 71461 members 
Mstep: Class 26 contains 6969 members 
Mstep: Class 27 contains 3192 members 
Mstep: Class 28 contains 68182 members 
Mstep: Class 29 contains 9505 members 
Mstep: Class 30 contains 14586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111970416.000000 Penalty: 105618.718750
Iteration 66Q: 31 clusters Score -1.119704e+08 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 76265 members 
Mstep: Class 2 contains 24760 members 
Mstep: Class 3 contains 4257 members 
Mstep: Class 4 contains 3656 members 
Mstep: Class 5 contains 26265 members 
Mstep: Class 6 contains 154779 members 
Mstep: Class 7 contains 8851 members 
Mstep: Class 8 contains 8701 members 
Mstep: Class 9 contains 75529 members 
Mstep: Class 10 contains 51279 members 
Mstep: Class 11 contains 6567 members 
Mstep: Class 12 contains 71837 members 
Mstep: Class 13 contains 6020 members 
Mstep: Class 14 contains 17332 members 
Mstep: Class 15 contains 17541 members 
Mstep: Class 16 contains 14928 members 
Mstep: Class 17 contains 31991 members 
Mstep: Class 18 contains 8091 members 
Mstep: Class 19 contains 5587 members 
Mstep: Class 20 contains 11520 members 
Mstep: Class 21 contains 11433 members 
Mstep: Class 22 contains 9894 members 
Mstep: Class 23 contains 30153 members 
Mstep: Class 24 contains 611815 members 
Mstep: Class 25 contains 71353 members 
Mstep: Class 26 contains 6976 members 
Mstep: Class 27 contains 3204 members 
Mstep: Class 28 contains 68383 members 
Mstep: Class 29 contains 9515 members 
Mstep: Class 30 contains 14598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111970920.000000 Penalty: 105618.718750
Iteration 67Q: 31 clusters Score -1.119709e+08 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 76247 members 
Mstep: Class 2 contains 24751 members 
Mstep: Class 3 contains 4248 members 
Mstep: Class 4 contains 3656 members 
Mstep: Class 5 contains 26796 members 
Mstep: Class 6 contains 154777 members 
Mstep: Class 7 contains 8851 members 
Mstep: Class 8 contains 8703 members 
Mstep: Class 9 contains 75495 members 
Mstep: Class 10 contains 51468 members 
Mstep: Class 11 contains 6581 members 
Mstep: Class 12 contains 71671 members 
Mstep: Class 13 contains 6020 members 
Mstep: Class 14 contains 17363 members 
Mstep: Class 15 contains 17550 members 
Mstep: Class 16 contains 14872 members 
Mstep: Class 17 contains 32264 members 
Mstep: Class 18 contains 8033 members 
Mstep: Class 19 contains 5589 members 
Mstep: Class 20 contains 11515 members 
Mstep: Class 21 contains 11431 members 
Mstep: Class 22 contains 9914 members 
Mstep: Class 23 contains 30077 members 
Mstep: Class 24 contains 611076 members 
Mstep: Class 25 contains 71248 members 
Mstep: Class 26 contains 6991 members 
Mstep: Class 27 contains 3205 members 
Mstep: Class 28 contains 68555 members 
Mstep: Class 29 contains 9530 members 
Mstep: Class 30 contains 14603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111971064.000000 Penalty: 105618.718750
Iteration 68Q: 31 clusters Score -1.119711e+08 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 76237 members 
Mstep: Class 2 contains 24745 members 
Mstep: Class 3 contains 4238 members 
Mstep: Class 4 contains 3656 members 
Mstep: Class 5 contains 27375 members 
Mstep: Class 6 contains 154770 members 
Mstep: Class 7 contains 8850 members 
Mstep: Class 8 contains 8705 members 
Mstep: Class 9 contains 75462 members 
Mstep: Class 10 contains 51655 members 
Mstep: Class 11 contains 6589 members 
Mstep: Class 12 contains 71513 members 
Mstep: Class 13 contains 6020 members 
Mstep: Class 14 contains 17400 members 
Mstep: Class 15 contains 17570 members 
Mstep: Class 16 contains 14852 members 
Mstep: Class 17 contains 32512 members 
Mstep: Class 18 contains 7974 members 
Mstep: Class 19 contains 5589 members 
Mstep: Class 20 contains 11516 members 
Mstep: Class 21 contains 11430 members 
Mstep: Class 22 contains 9927 members 
Mstep: Class 23 contains 29991 members 
Mstep: Class 24 contains 610286 members 
Mstep: Class 25 contains 71157 members 
Mstep: Class 26 contains 7007 members 
Mstep: Class 27 contains 3204 members 
Mstep: Class 28 contains 68702 members 
Mstep: Class 29 contains 9538 members 
Mstep: Class 30 contains 14610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111971424.000000 Penalty: 105618.718750
Iteration 69Q: 31 clusters Score -1.119714e+08 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 76223 members 
Mstep: Class 2 contains 24738 members 
Mstep: Class 3 contains 4237 members 
Mstep: Class 4 contains 3656 members 
Mstep: Class 5 contains 27980 members 
Mstep: Class 6 contains 154765 members 
Mstep: Class 7 contains 8849 members 
Mstep: Class 8 contains 8706 members 
Mstep: Class 9 contains 75426 members 
Mstep: Class 10 contains 51836 members 
Mstep: Class 11 contains 6594 members 
Mstep: Class 12 contains 71341 members 
Mstep: Class 13 contains 6017 members 
Mstep: Class 14 contains 17438 members 
Mstep: Class 15 contains 17587 members 
Mstep: Class 16 contains 14840 members 
Mstep: Class 17 contains 32713 members 
Mstep: Class 18 contains 7905 members 
Mstep: Class 19 contains 5594 members 
Mstep: Class 20 contains 11515 members 
Mstep: Class 21 contains 11429 members 
Mstep: Class 22 contains 9947 members 
Mstep: Class 23 contains 29908 members 
Mstep: Class 24 contains 609547 members 
Mstep: Class 25 contains 71062 members 
Mstep: Class 26 contains 7022 members 
Mstep: Class 27 contains 3206 members 
Mstep: Class 28 contains 68835 members 
Mstep: Class 29 contains 9547 members 
Mstep: Class 30 contains 14617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111971480.000000 Penalty: 105618.718750
Iteration 70Q: 31 clusters Score -1.119715e+08 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 76205 members 
Mstep: Class 2 contains 24725 members 
Mstep: Class 3 contains 4234 members 
Mstep: Class 4 contains 3656 members 
Mstep: Class 5 contains 28577 members 
Mstep: Class 6 contains 154760 members 
Mstep: Class 7 contains 8848 members 
Mstep: Class 8 contains 8710 members 
Mstep: Class 9 contains 75404 members 
Mstep: Class 10 contains 52032 members 
Mstep: Class 11 contains 6597 members 
Mstep: Class 12 contains 71194 members 
Mstep: Class 13 contains 6017 members 
Mstep: Class 14 contains 17467 members 
Mstep: Class 15 contains 17607 members 
Mstep: Class 16 contains 14833 members 
Mstep: Class 17 contains 32891 members 
Mstep: Class 18 contains 7855 members 
Mstep: Class 19 contains 5604 members 
Mstep: Class 20 contains 11514 members 
Mstep: Class 21 contains 11427 members 
Mstep: Class 22 contains 9967 members 
Mstep: Class 23 contains 29800 members 
Mstep: Class 24 contains 608806 members 
Mstep: Class 25 contains 70962 members 
Mstep: Class 26 contains 7034 members 
Mstep: Class 27 contains 3209 members 
Mstep: Class 28 contains 68961 members 
Mstep: Class 29 contains 9553 members 
Mstep: Class 30 contains 14631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111971728.000000 Penalty: 105618.718750
Iteration 71Q: 31 clusters Score -1.119717e+08 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 76187 members 
Mstep: Class 2 contains 24715 members 
Mstep: Class 3 contains 4233 members 
Mstep: Class 4 contains 3656 members 
Mstep: Class 5 contains 29213 members 
Mstep: Class 6 contains 154762 members 
Mstep: Class 7 contains 8848 members 
Mstep: Class 8 contains 8710 members 
Mstep: Class 9 contains 75367 members 
Mstep: Class 10 contains 52202 members 
Mstep: Class 11 contains 6601 members 
Mstep: Class 12 contains 71048 members 
Mstep: Class 13 contains 6017 members 
Mstep: Class 14 contains 17502 members 
Mstep: Class 15 contains 17626 members 
Mstep: Class 16 contains 14811 members 
Mstep: Class 17 contains 33047 members 
Mstep: Class 18 contains 7794 members 
Mstep: Class 19 contains 5613 members 
Mstep: Class 20 contains 11512 members 
Mstep: Class 21 contains 11428 members 
Mstep: Class 22 contains 9980 members 
Mstep: Class 23 contains 29746 members 
Mstep: Class 24 contains 608084 members 
Mstep: Class 25 contains 70859 members 
Mstep: Class 26 contains 7041 members 
Mstep: Class 27 contains 3213 members 
Mstep: Class 28 contains 69069 members 
Mstep: Class 29 contains 9557 members 
Mstep: Class 30 contains 14639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111972360.000000 Penalty: 105618.718750
Iteration 72Q: 31 clusters Score -1.119724e+08 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 76178 members 
Mstep: Class 2 contains 24703 members 
Mstep: Class 3 contains 4234 members 
Mstep: Class 4 contains 3656 members 
Mstep: Class 5 contains 29866 members 
Mstep: Class 6 contains 154755 members 
Mstep: Class 7 contains 8849 members 
Mstep: Class 8 contains 8707 members 
Mstep: Class 9 contains 75325 members 
Mstep: Class 10 contains 52396 members 
Mstep: Class 11 contains 6606 members 
Mstep: Class 12 contains 70890 members 
Mstep: Class 13 contains 6016 members 
Mstep: Class 14 contains 17558 members 
Mstep: Class 15 contains 17637 members 
Mstep: Class 16 contains 14807 members 
Mstep: Class 17 contains 33184 members 
Mstep: Class 18 contains 7746 members 
Mstep: Class 19 contains 5612 members 
Mstep: Class 20 contains 11511 members 
Mstep: Class 21 contains 11425 members 
Mstep: Class 22 contains 9987 members 
Mstep: Class 23 contains 29690 members 
Mstep: Class 24 contains 607379 members 
Mstep: Class 25 contains 70727 members 
Mstep: Class 26 contains 7054 members 
Mstep: Class 27 contains 3214 members 
Mstep: Class 28 contains 69159 members 
Mstep: Class 29 contains 9564 members 
Mstep: Class 30 contains 14645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111972544.000000 Penalty: 105618.718750
Iteration 73Q: 31 clusters Score -1.119725e+08 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 76172 members 
Mstep: Class 2 contains 24693 members 
Mstep: Class 3 contains 4235 members 
Mstep: Class 4 contains 3656 members 
Mstep: Class 5 contains 30496 members 
Mstep: Class 6 contains 154755 members 
Mstep: Class 7 contains 8848 members 
Mstep: Class 8 contains 8705 members 
Mstep: Class 9 contains 75276 members 
Mstep: Class 10 contains 52556 members 
Mstep: Class 11 contains 6609 members 
Mstep: Class 12 contains 70756 members 
Mstep: Class 13 contains 6015 members 
Mstep: Class 14 contains 17597 members 
Mstep: Class 15 contains 17652 members 
Mstep: Class 16 contains 14815 members 
Mstep: Class 17 contains 33314 members 
Mstep: Class 18 contains 7698 members 
Mstep: Class 19 contains 5613 members 
Mstep: Class 20 contains 11510 members 
Mstep: Class 21 contains 11422 members 
Mstep: Class 22 contains 9991 members 
Mstep: Class 23 contains 29642 members 
Mstep: Class 24 contains 606707 members 
Mstep: Class 25 contains 70602 members 
Mstep: Class 26 contains 7067 members 
Mstep: Class 27 contains 3214 members 
Mstep: Class 28 contains 69239 members 
Mstep: Class 29 contains 9570 members 
Mstep: Class 30 contains 14655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111972744.000000 Penalty: 105618.718750
Iteration 74Q: 31 clusters Score -1.119727e+08 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 76156 members 
Mstep: Class 2 contains 24690 members 
Mstep: Class 3 contains 4239 members 
Mstep: Class 4 contains 3656 members 
Mstep: Class 5 contains 31168 members 
Mstep: Class 6 contains 154758 members 
Mstep: Class 7 contains 8848 members 
Mstep: Class 8 contains 8706 members 
Mstep: Class 9 contains 75249 members 
Mstep: Class 10 contains 52720 members 
Mstep: Class 11 contains 6611 members 
Mstep: Class 12 contains 70609 members 
Mstep: Class 13 contains 6014 members 
Mstep: Class 14 contains 17624 members 
Mstep: Class 15 contains 17660 members 
Mstep: Class 16 contains 14840 members 
Mstep: Class 17 contains 33424 members 
Mstep: Class 18 contains 7650 members 
Mstep: Class 19 contains 5618 members 
Mstep: Class 20 contains 11508 members 
Mstep: Class 21 contains 11420 members 
Mstep: Class 22 contains 9994 members 
Mstep: Class 23 contains 29594 members 
Mstep: Class 24 contains 605993 members 
Mstep: Class 25 contains 70498 members 
Mstep: Class 26 contains 7084 members 
Mstep: Class 27 contains 3215 members 
Mstep: Class 28 contains 69297 members 
Mstep: Class 29 contains 9571 members 
Mstep: Class 30 contains 14666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111972632.000000 Penalty: 105618.718750
Iteration 75Q: 31 clusters Score -1.119726e+08 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 76152 members 
Mstep: Class 2 contains 24693 members 
Mstep: Class 3 contains 4244 members 
Mstep: Class 4 contains 3656 members 
Mstep: Class 5 contains 31852 members 
Mstep: Class 6 contains 154759 members 
Mstep: Class 7 contains 8848 members 
Mstep: Class 8 contains 8705 members 
Mstep: Class 9 contains 75226 members 
Mstep: Class 10 contains 52897 members 
Mstep: Class 11 contains 6614 members 
Mstep: Class 12 contains 70441 members 
Mstep: Class 13 contains 6009 members 
Mstep: Class 14 contains 17658 members 
Mstep: Class 15 contains 17665 members 
Mstep: Class 16 contains 14846 members 
Mstep: Class 17 contains 33540 members 
Mstep: Class 18 contains 7610 members 
Mstep: Class 19 contains 5621 members 
Mstep: Class 20 contains 11508 members 
Mstep: Class 21 contains 11417 members 
Mstep: Class 22 contains 9995 members 
Mstep: Class 23 contains 29551 members 
Mstep: Class 24 contains 605292 members 
Mstep: Class 25 contains 70387 members 
Mstep: Class 26 contains 7090 members 
Mstep: Class 27 contains 3219 members 
Mstep: Class 28 contains 69336 members 
Mstep: Class 29 contains 9573 members 
Mstep: Class 30 contains 14676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111972760.000000 Penalty: 105618.718750
Iteration 76Q: 31 clusters Score -1.119728e+08 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 76144 members 
Mstep: Class 2 contains 24681 members 
Mstep: Class 3 contains 4243 members 
Mstep: Class 4 contains 3655 members 
Mstep: Class 5 contains 32509 members 
Mstep: Class 6 contains 154758 members 
Mstep: Class 7 contains 8848 members 
Mstep: Class 8 contains 8705 members 
Mstep: Class 9 contains 75209 members 
Mstep: Class 10 contains 53081 members 
Mstep: Class 11 contains 6617 members 
Mstep: Class 12 contains 70263 members 
Mstep: Class 13 contains 6008 members 
Mstep: Class 14 contains 17694 members 
Mstep: Class 15 contains 17667 members 
Mstep: Class 16 contains 14863 members 
Mstep: Class 17 contains 33644 members 
Mstep: Class 18 contains 7551 members 
Mstep: Class 19 contains 5624 members 
Mstep: Class 20 contains 11509 members 
Mstep: Class 21 contains 11416 members 
Mstep: Class 22 contains 9995 members 
Mstep: Class 23 contains 29492 members 
Mstep: Class 24 contains 604647 members 
Mstep: Class 25 contains 70290 members 
Mstep: Class 26 contains 7099 members 
Mstep: Class 27 contains 3223 members 
Mstep: Class 28 contains 69383 members 
Mstep: Class 29 contains 9576 members 
Mstep: Class 30 contains 14686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111972816.000000 Penalty: 105618.718750
Iteration 77Q: 31 clusters Score -1.119728e+08 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 76129 members 
Mstep: Class 2 contains 24675 members 
Mstep: Class 3 contains 4242 members 
Mstep: Class 4 contains 3655 members 
Mstep: Class 5 contains 33205 members 
Mstep: Class 6 contains 154756 members 
Mstep: Class 7 contains 8848 members 
Mstep: Class 8 contains 8705 members 
Mstep: Class 9 contains 75192 members 
Mstep: Class 10 contains 53268 members 
Mstep: Class 11 contains 6624 members 
Mstep: Class 12 contains 70101 members 
Mstep: Class 13 contains 6006 members 
Mstep: Class 14 contains 17738 members 
Mstep: Class 15 contains 17663 members 
Mstep: Class 16 contains 14867 members 
Mstep: Class 17 contains 33738 members 
Mstep: Class 18 contains 7481 members 
Mstep: Class 19 contains 5630 members 
Mstep: Class 20 contains 11508 members 
Mstep: Class 21 contains 11416 members 
Mstep: Class 22 contains 9995 members 
Mstep: Class 23 contains 29441 members 
Mstep: Class 24 contains 603977 members 
Mstep: Class 25 contains 70190 members 
Mstep: Class 26 contains 7111 members 
Mstep: Class 27 contains 3225 members 
Mstep: Class 28 contains 69424 members 
Mstep: Class 29 contains 9580 members 
Mstep: Class 30 contains 14690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111972840.000000 Penalty: 105618.718750
Iteration 78Q: 31 clusters Score -1.119728e+08 nChanged 1737
Entering ConstructFrom: 
Score: -111972840.000000 Penalty: 105618.718750
Entering ConstructFrom: 
Trying to split cluster 1 (76121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76121 members 
Entering Unmasked Estep 
Score: -6137561.000000 Penalty: 2787.539795
	Iteration 0F: 2 clusters Score -6137561 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38097 members 
Mstep: Class 2 contains 38024 members 
Entering Unmasked Estep 
Score: -6086614.000000 Penalty: 5575.079590
	Iteration 0F: 3 clusters Score -6086614 nChanged 35637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37824 members 
Mstep: Class 2 contains 38297 members 
Entering Unmasked Estep 
Score: -6106716.000000 Penalty: 5575.079590
	Iteration 1F: 3 clusters Score -6106716 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37600 members 
Mstep: Class 2 contains 38521 members 
Entering Unmasked Estep 
Score: -6107585.000000 Penalty: 5575.079590
	Iteration 2Q: 3 clusters Score -6107585 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37311 members 
Mstep: Class 2 contains 38810 members 
Entering Unmasked Estep 
Score: -6108754.000000 Penalty: 5575.079590
	Iteration 3Q: 3 clusters Score -6108754 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36727 members 
Mstep: Class 2 contains 39394 members 
Entering Unmasked Estep 
Score: -6110330.500000 Penalty: 5575.079590
	Iteration 4Q: 3 clusters Score -6110330 nChanged 4105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35750 members 
Mstep: Class 2 contains 40371 members 
Entering Unmasked Estep 
Score: -6112344.500000 Penalty: 5575.079590
	Iteration 5F: 3 clusters Score -6112344 nChanged 4571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34221 members 
Mstep: Class 2 contains 41900 members 
Entering Unmasked Estep 
Score: -6114759.500000 Penalty: 5575.079590
	Iteration 6F: 3 clusters Score -6114760 nChanged 4626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32247 members 
Mstep: Class 2 contains 43874 members 
Entering Unmasked Estep 
Score: -6117105.500000 Penalty: 5575.079590
	Iteration 7F: 3 clusters Score -6117106 nChanged 4567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29748 members 
Mstep: Class 2 contains 46373 members 
Entering Unmasked Estep 
Score: -6119507.000000 Penalty: 5575.079590
	Iteration 8F: 3 clusters Score -6119507 nChanged 4076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27112 members 
Mstep: Class 2 contains 49009 members 
Entering Unmasked Estep 
Score: -6121460.000000 Penalty: 5575.079590
	Iteration 9F: 3 clusters Score -6121460 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24344 members 
Mstep: Class 2 contains 51777 members 
Entering Unmasked Estep 
Score: -6123204.500000 Penalty: 5575.079590
	Iteration 10Q: 3 clusters Score -6123204 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21564 members 
Mstep: Class 2 contains 54557 members 
Entering Unmasked Estep 
Score: -6124708.000000 Penalty: 5575.079590
	Iteration 11Q: 3 clusters Score -6124708 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18607 members 
Mstep: Class 2 contains 57514 members 
Entering Unmasked Estep 
Score: -6126290.500000 Penalty: 5575.079590
	Iteration 12Q: 3 clusters Score -6126290 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 60401 members 
Entering Unmasked Estep 
Score: -6127854.000000 Penalty: 5575.079590
	Iteration 13Q: 3 clusters Score -6127854 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 63193 members 
Entering Unmasked Estep 
Score: -6129506.500000 Penalty: 5575.079590
	Iteration 14Q: 3 clusters Score -6129506 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 65776 members 
Entering Unmasked Estep 
Score: -6130999.000000 Penalty: 5575.079590
	Iteration 15Q: 3 clusters Score -6130999 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 68082 members 
Entering Unmasked Estep 
Score: -6132445.000000 Penalty: 5575.079590
	Iteration 16Q: 3 clusters Score -6132445 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 69930 members 
Entering Unmasked Estep 
Score: -6133547.000000 Penalty: 5575.079590
	Iteration 17Q: 3 clusters Score -6133547 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 71226 members 
Entering Unmasked Estep 
Score: -6134225.000000 Penalty: 5575.079590
	Iteration 18Q: 3 clusters Score -6134225 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 72170 members 
Entering Unmasked Estep 
Score: -6134715.500000 Penalty: 5575.079590
	Iteration 19Q: 3 clusters Score -6134716 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 72848 members 
Entering Unmasked Estep 
Score: -6135082.500000 Penalty: 5575.079590
	Iteration 20F: 3 clusters Score -6135082 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 73345 members 
Entering Unmasked Estep 
Score: -6135294.000000 Penalty: 5575.079590
	Iteration 21Q: 3 clusters Score -6135294 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 73702 members 
Entering Unmasked Estep 
Score: -6135451.000000 Penalty: 5575.079590
	Iteration 22Q: 3 clusters Score -6135451 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 73937 members 
Entering Unmasked Estep 
Score: -6135555.000000 Penalty: 5575.079590
	Iteration 23Q: 3 clusters Score -6135555 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 74094 members 
Entering Unmasked Estep 
Score: -6135616.000000 Penalty: 5575.079590
	Iteration 24Q: 3 clusters Score -6135616 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 74209 members 
Entering Unmasked Estep 
Score: -6135674.500000 Penalty: 5575.079590
	Iteration 25Q: 3 clusters Score -6135674 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 74286 members 
Entering Unmasked Estep 
Score: -6135692.000000 Penalty: 5575.079590
	Iteration 26Q: 3 clusters Score -6135692 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 74338 members 
Entering Unmasked Estep 
Score: -6135712.000000 Penalty: 5575.079590
	Iteration 27Q: 3 clusters Score -6135712 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 74373 members 
Entering Unmasked Estep 
Score: -6135718.500000 Penalty: 5575.079590
	Iteration 28Q: 3 clusters Score -6135718 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 74399 members 
Entering Unmasked Estep 
Score: -6135721.500000 Penalty: 5575.079590
	Iteration 29Q: 3 clusters Score -6135722 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 74428 members 
Entering Unmasked Estep 
Score: -6135730.000000 Penalty: 5575.079590
	Iteration 30Q: 3 clusters Score -6135730 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 74445 members 
Entering Unmasked Estep 
Score: -6135730.000000 Penalty: 5575.079590
	Iteration 31Q: 3 clusters Score -6135730 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 74457 members 
Entering Unmasked Estep 
Score: -6135736.000000 Penalty: 5575.079590
	Iteration 32Q: 3 clusters Score -6135736 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 74464 members 
Entering Unmasked Estep 
Score: -6135738.500000 Penalty: 5575.079590
	Iteration 33Q: 3 clusters Score -6135738 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 74476 members 
Entering Unmasked Estep 
Score: -6135732.000000 Penalty: 5575.079590
	Iteration 34Q: 3 clusters Score -6135732 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 74493 members 
Entering Unmasked Estep 
Score: -6135737.500000 Penalty: 5575.079590
	Iteration 35Q: 3 clusters Score -6135738 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 74502 members 
Entering Unmasked Estep 
Score: -6135734.000000 Penalty: 5575.079590
	Iteration 36Q: 3 clusters Score -6135734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 74508 members 
Entering Unmasked Estep 
Score: -6135729.000000 Penalty: 5575.079590
	Iteration 37Q: 3 clusters Score -6135729 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 74514 members 
Entering Unmasked Estep 
Score: -6135731.000000 Penalty: 5575.079590
	Iteration 38Q: 3 clusters Score -6135731 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 74520 members 
Entering Unmasked Estep 
Score: -6135744.500000 Penalty: 5575.079590
	Iteration 39Q: 3 clusters Score -6135744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 74525 members 
Entering Unmasked Estep 
Score: -6135742.000000 Penalty: 5575.079590
	Iteration 40F: 3 clusters Score -6135742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 74529 members 
Entering Unmasked Estep 
Score: -6135740.000000 Penalty: 5575.079590
	Iteration 41Q: 3 clusters Score -6135740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 74534 members 
Entering Unmasked Estep 
Score: -6135738.500000 Penalty: 5575.079590
	Iteration 42Q: 3 clusters Score -6135738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 74540 members 
Entering Unmasked Estep 
Score: -6135742.500000 Penalty: 5575.079590
	Iteration 43Q: 3 clusters Score -6135742 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 74549 members 
Entering Unmasked Estep 
Score: -6135739.500000 Penalty: 5575.079590
	Iteration 44Q: 3 clusters Score -6135740 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 74557 members 
Entering Unmasked Estep 
Score: -6135746.000000 Penalty: 5575.079590
	Iteration 45Q: 3 clusters Score -6135746 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 74562 members 
Entering Unmasked Estep 
Score: -6135751.000000 Penalty: 5575.079590
	Iteration 46Q: 3 clusters Score -6135751 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 74566 members 
Entering Unmasked Estep 
Score: -6135753.500000 Penalty: 5575.079590
	Iteration 47Q: 3 clusters Score -6135754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 74569 members 
Entering Unmasked Estep 
Score: -6135760.000000 Penalty: 5575.079590
	Iteration 48Q: 3 clusters Score -6135760 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 74575 members 
Entering Unmasked Estep 
Score: -6135763.000000 Penalty: 5575.079590
	Iteration 49Q: 3 clusters Score -6135763 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 74580 members 
Entering Unmasked Estep 
Score: -6135764.500000 Penalty: 5575.079590
	Iteration 50Q: 3 clusters Score -6135764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 74582 members 
Entering Unmasked Estep 
Score: -6135765.000000 Penalty: 5575.079590
	Iteration 51Q: 3 clusters Score -6135765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 74583 members 
Entering Unmasked Estep 
Score: -6135766.500000 Penalty: 5575.079590
	Iteration 52Q: 3 clusters Score -6135766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 74583 members 
Entering Unmasked Estep 
Score: -6135766.500000 Penalty: 5575.079590
	Iteration 53F: 3 clusters Score -6135766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (24661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24661 members 
Entering Unmasked Estep 
Score: -1942697.750000 Penalty: 2508.018555
	Iteration 0F: 2 clusters Score -1942698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -1925478.375000 Penalty: 5016.037109
	Iteration 0F: 3 clusters Score -1925478 nChanged 11093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -1931607.875000 Penalty: 5016.037109
	Iteration 1F: 3 clusters Score -1931608 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -1932372.875000 Penalty: 5016.037109
	Iteration 2F: 3 clusters Score -1932373 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -1933313.250000 Penalty: 5016.037109
	Iteration 3F: 3 clusters Score -1933313 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -1934407.250000 Penalty: 5016.037109
	Iteration 4F: 3 clusters Score -1934407 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1935671.250000 Penalty: 5016.037109
	Iteration 5F: 3 clusters Score -1935671 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17416 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -1937090.250000 Penalty: 5016.037109
	Iteration 6F: 3 clusters Score -1937090 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18817 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1938582.375000 Penalty: 5016.037109
	Iteration 7F: 3 clusters Score -1938582 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1939794.250000 Penalty: 5016.037109
	Iteration 8F: 3 clusters Score -1939794 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20776 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1940517.125000 Penalty: 5016.037109
	Iteration 9Q: 3 clusters Score -1940517 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21318 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -1940944.500000 Penalty: 5016.037109
	Iteration 10Q: 3 clusters Score -1940944 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21746 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1941242.625000 Penalty: 5016.037109
	Iteration 11Q: 3 clusters Score -1941243 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22036 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -1941422.125000 Penalty: 5016.037109
	Iteration 12Q: 3 clusters Score -1941422 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22291 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1941597.250000 Penalty: 5016.037109
	Iteration 13Q: 3 clusters Score -1941597 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22495 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1941731.375000 Penalty: 5016.037109
	Iteration 14Q: 3 clusters Score -1941731 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22678 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1941865.875000 Penalty: 5016.037109
	Iteration 15Q: 3 clusters Score -1941866 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22824 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1941970.250000 Penalty: 5016.037109
	Iteration 16Q: 3 clusters Score -1941970 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22956 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1942082.000000 Penalty: 5016.037109
	Iteration 17Q: 3 clusters Score -1942082 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23055 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1942173.375000 Penalty: 5016.037109
	Iteration 18Q: 3 clusters Score -1942173 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23131 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1942248.000000 Penalty: 5016.037109
	Iteration 19Q: 3 clusters Score -1942248 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23187 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1942290.750000 Penalty: 5016.037109
	Iteration 20F: 3 clusters Score -1942291 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23228 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1942312.750000 Penalty: 5016.037109
	Iteration 21Q: 3 clusters Score -1942313 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23252 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1942328.000000 Penalty: 5016.037109
	Iteration 22Q: 3 clusters Score -1942328 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23274 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1942332.500000 Penalty: 5016.037109
	Iteration 23Q: 3 clusters Score -1942332 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23290 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1942341.000000 Penalty: 5016.037109
	Iteration 24Q: 3 clusters Score -1942341 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23302 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1942346.375000 Penalty: 5016.037109
	Iteration 25Q: 3 clusters Score -1942346 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23310 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1942348.500000 Penalty: 5016.037109
	Iteration 26Q: 3 clusters Score -1942348 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23318 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1942348.875000 Penalty: 5016.037109
	Iteration 27Q: 3 clusters Score -1942349 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23326 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1942353.125000 Penalty: 5016.037109
	Iteration 28Q: 3 clusters Score -1942353 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23330 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1942355.250000 Penalty: 5016.037109
	Iteration 29Q: 3 clusters Score -1942355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23333 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1942353.250000 Penalty: 5016.037109
	Iteration 30Q: 3 clusters Score -1942353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23335 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1942355.125000 Penalty: 5016.037109
	Iteration 31Q: 3 clusters Score -1942355 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23335 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1942355.125000 Penalty: 5016.037109
	Iteration 32F: 3 clusters Score -1942355 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Entering Unmasked Estep 
Score: -259541.281250 Penalty: 2071.316406
	Iteration 0F: 2 clusters Score -259541.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -255550.812500 Penalty: 4142.632812
	Iteration 0F: 3 clusters Score -255550.8 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -256779.031250 Penalty: 4142.632812
	Iteration 1F: 3 clusters Score -256779 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -257213.781250 Penalty: 4142.632812
	Iteration 2F: 3 clusters Score -257213.8 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -257549.250000 Penalty: 4142.632812
	Iteration 3F: 3 clusters Score -257549.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -257896.171875 Penalty: 4142.632812
	Iteration 4F: 3 clusters Score -257896.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -258207.078125 Penalty: 4142.632812
	Iteration 5F: 3 clusters Score -258207.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -258514.203125 Penalty: 4142.632812
	Iteration 6F: 3 clusters Score -258514.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -258826.562500 Penalty: 4142.632812
	Iteration 7Q: 3 clusters Score -258826.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -259154.828125 Penalty: 4142.632812
	Iteration 8Q: 3 clusters Score -259154.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -259362.843750 Penalty: 4142.632812
	Iteration 9Q: 3 clusters Score -259362.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -259473.593750 Penalty: 4142.632812
	Iteration 10Q: 3 clusters Score -259473.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -259551.671875 Penalty: 4142.632812
	Iteration 11Q: 3 clusters Score -259551.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -259607.890625 Penalty: 4142.632812
	Iteration 12Q: 3 clusters Score -259607.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -259642.234375 Penalty: 4142.632812
	Iteration 13Q: 3 clusters Score -259642.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -259664.109375 Penalty: 4142.632812
	Iteration 14Q: 3 clusters Score -259664.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -259676.406250 Penalty: 4142.632812
	Iteration 15Q: 3 clusters Score -259676.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -259685.000000 Penalty: 4142.632812
	Iteration 16Q: 3 clusters Score -259685 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -259692.265625 Penalty: 4142.632812
	Iteration 17Q: 3 clusters Score -259692.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -259703.625000 Penalty: 4142.632812
	Iteration 18Q: 3 clusters Score -259703.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -259717.734375 Penalty: 4142.632812
	Iteration 19Q: 3 clusters Score -259717.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -259733.718750 Penalty: 4142.632812
	Iteration 20F: 3 clusters Score -259733.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -259757.984375 Penalty: 4142.632812
	Iteration 21Q: 3 clusters Score -259758 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -259793.343750 Penalty: 4142.632812
	Iteration 22Q: 3 clusters Score -259793.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -259848.453125 Penalty: 4142.632812
	Iteration 23Q: 3 clusters Score -259848.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -259981.312500 Penalty: 4142.632812
	Iteration 24Q: 3 clusters Score -259981.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -260181.875000 Penalty: 4142.632812
	Iteration 25Q: 3 clusters Score -260181.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -260330.484375 Penalty: 4142.632812
	Iteration 26Q: 3 clusters Score -260330.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -260446.328125 Penalty: 4142.632812
	Iteration 27Q: 3 clusters Score -260446.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -260552.390625 Penalty: 4142.632812
	Iteration 28Q: 3 clusters Score -260552.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -260672.640625 Penalty: 4142.632812
	Iteration 29Q: 3 clusters Score -260672.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -260781.000000 Penalty: 4142.632812
	Iteration 30Q: 3 clusters Score -260781 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -260877.687500 Penalty: 4142.632812
	Iteration 31Q: 3 clusters Score -260877.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -260932.140625 Penalty: 4142.632812
	Iteration 32Q: 3 clusters Score -260932.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -260965.078125 Penalty: 4142.632812
	Iteration 33Q: 3 clusters Score -260965.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -260986.531250 Penalty: 4142.632812
	Iteration 34Q: 3 clusters Score -260986.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -260998.093750 Penalty: 4142.632812
	Iteration 35Q: 3 clusters Score -260998.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -261004.390625 Penalty: 4142.632812
	Iteration 36Q: 3 clusters Score -261004.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -261008.640625 Penalty: 4142.632812
	Iteration 37Q: 3 clusters Score -261008.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -261011.375000 Penalty: 4142.632812
	Iteration 38Q: 3 clusters Score -261011.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -261012.046875 Penalty: 4142.632812
	Iteration 39Q: 3 clusters Score -261012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -261032.156250 Penalty: 4142.632812
	Iteration 40F: 3 clusters Score -261032.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -261036.015625 Penalty: 4142.632812
	Iteration 41Q: 3 clusters Score -261036 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -261041.000000 Penalty: 4142.632812
	Iteration 42Q: 3 clusters Score -261041 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -261044.312500 Penalty: 4142.632812
	Iteration 43Q: 3 clusters Score -261044.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -261045.750000 Penalty: 4142.632812
	Iteration 44Q: 3 clusters Score -261045.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -261048.125000 Penalty: 4142.632812
	Iteration 45Q: 3 clusters Score -261048.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -261048.781250 Penalty: 4142.632812
	Iteration 46Q: 3 clusters Score -261048.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -261049.156250 Penalty: 4142.632812
	Iteration 47Q: 3 clusters Score -261049.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -261049.515625 Penalty: 4142.632812
	Iteration 48Q: 3 clusters Score -261049.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -261049.515625 Penalty: 4142.632812
	Iteration 49F: 3 clusters Score -261049.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 76121 members 
Mstep: Class 2 contains 24661 members 
Mstep: Class 3 contains 2318 members 
Mstep: Class 4 contains 3655 members 
Mstep: Class 5 contains 33865 members 
Mstep: Class 6 contains 154747 members 
Mstep: Class 7 contains 8849 members 
Mstep: Class 8 contains 8703 members 
Mstep: Class 9 contains 75171 members 
Mstep: Class 10 contains 53469 members 
Mstep: Class 11 contains 6625 members 
Mstep: Class 12 contains 69921 members 
Mstep: Class 13 contains 6004 members 
Mstep: Class 14 contains 17776 members 
Mstep: Class 15 contains 17658 members 
Mstep: Class 16 contains 14871 members 
Mstep: Class 17 contains 33831 members 
Mstep: Class 18 contains 7412 members 
Mstep: Class 19 contains 5632 members 
Mstep: Class 20 contains 11508 members 
Mstep: Class 21 contains 11414 members 
Mstep: Class 22 contains 9999 members 
Mstep: Class 23 contains 29400 members 
Mstep: Class 24 contains 603361 members 
Mstep: Class 25 contains 70097 members 
Mstep: Class 26 contains 7122 members 
Mstep: Class 27 contains 3228 members 
Mstep: Class 28 contains 69464 members 
Mstep: Class 29 contains 9585 members 
Mstep: Class 30 contains 14692 members 
Mstep: Class 31 contains 1921 members 
Entering Unmasked Estep 
Score: -111973008.000000 Penalty: 109139.343750
Splitting cluster 3 changes total score from -111972840.000000 to -111973008.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 4 (3655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Entering Unmasked Estep 
Score: -280205.468750 Penalty: 2034.555176
	Iteration 0F: 2 clusters Score -280205.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -276528.062500 Penalty: 4069.110352
	Iteration 0F: 3 clusters Score -276528.1 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -277357.937500 Penalty: 4069.110352
	Iteration 1F: 3 clusters Score -277357.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -277595.281250 Penalty: 4069.110352
	Iteration 2F: 3 clusters Score -277595.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -277843.218750 Penalty: 4069.110352
	Iteration 3F: 3 clusters Score -277843.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -278098.750000 Penalty: 4069.110352
	Iteration 4F: 3 clusters Score -278098.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -278376.250000 Penalty: 4069.110352
	Iteration 5F: 3 clusters Score -278376.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -278686.000000 Penalty: 4069.110352
	Iteration 6F: 3 clusters Score -278686 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -278937.437500 Penalty: 4069.110352
	Iteration 7F: 3 clusters Score -278937.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -279085.906250 Penalty: 4069.110352
	Iteration 8Q: 3 clusters Score -279085.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -279179.875000 Penalty: 4069.110352
	Iteration 9Q: 3 clusters Score -279179.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -279243.218750 Penalty: 4069.110352
	Iteration 10Q: 3 clusters Score -279243.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -279283.968750 Penalty: 4069.110352
	Iteration 11Q: 3 clusters Score -279284 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -279310.937500 Penalty: 4069.110352
	Iteration 12Q: 3 clusters Score -279310.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -279336.093750 Penalty: 4069.110352
	Iteration 13Q: 3 clusters Score -279336.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -279352.406250 Penalty: 4069.110352
	Iteration 14Q: 3 clusters Score -279352.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -279362.937500 Penalty: 4069.110352
	Iteration 15Q: 3 clusters Score -279362.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -279373.468750 Penalty: 4069.110352
	Iteration 16Q: 3 clusters Score -279373.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -279379.593750 Penalty: 4069.110352
	Iteration 17Q: 3 clusters Score -279379.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -279383.593750 Penalty: 4069.110352
	Iteration 18Q: 3 clusters Score -279383.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -279385.937500 Penalty: 4069.110352
	Iteration 19Q: 3 clusters Score -279385.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -279388.437500 Penalty: 4069.110352
	Iteration 20F: 3 clusters Score -279388.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -279389.281250 Penalty: 4069.110352
	Iteration 21Q: 3 clusters Score -279389.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -279390.000000 Penalty: 4069.110352
	Iteration 22Q: 3 clusters Score -279390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -279389.968750 Penalty: 4069.110352
	Iteration 23Q: 3 clusters Score -279390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -279390.437500 Penalty: 4069.110352
	Iteration 24Q: 3 clusters Score -279390.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -279391.500000 Penalty: 4069.110352
	Iteration 25Q: 3 clusters Score -279391.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -279391.187500 Penalty: 4069.110352
	Iteration 26Q: 3 clusters Score -279391.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -279392.093750 Penalty: 4069.110352
	Iteration 27Q: 3 clusters Score -279392.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -279393.093750 Penalty: 4069.110352
	Iteration 28Q: 3 clusters Score -279393.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -279393.406250 Penalty: 4069.110352
	Iteration 29Q: 3 clusters Score -279393.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -279393.406250 Penalty: 4069.110352
	Iteration 30F: 3 clusters Score -279393.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (33865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33865 members 
Entering Unmasked Estep 
Score: -2781323.750000 Penalty: 2586.674072
	Iteration 0F: 2 clusters Score -2781324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16862 members 
Mstep: Class 2 contains 17003 members 
Entering Unmasked Estep 
Score: -2758233.000000 Penalty: 5173.348145
	Iteration 0F: 3 clusters Score -2758233 nChanged 15431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16401 members 
Mstep: Class 2 contains 17464 members 
Entering Unmasked Estep 
Score: -2766613.500000 Penalty: 5173.348145
	Iteration 1F: 3 clusters Score -2766614 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16131 members 
Mstep: Class 2 contains 17734 members 
Entering Unmasked Estep 
Score: -2767050.250000 Penalty: 5173.348145
	Iteration 2Q: 3 clusters Score -2767050 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15778 members 
Mstep: Class 2 contains 18087 members 
Entering Unmasked Estep 
Score: -2767367.250000 Penalty: 5173.348145
	Iteration 3Q: 3 clusters Score -2767367 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15372 members 
Mstep: Class 2 contains 18493 members 
Entering Unmasked Estep 
Score: -2767655.000000 Penalty: 5173.348145
	Iteration 4Q: 3 clusters Score -2767655 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14834 members 
Mstep: Class 2 contains 19031 members 
Entering Unmasked Estep 
Score: -2767907.500000 Penalty: 5173.348145
	Iteration 5Q: 3 clusters Score -2767908 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 19779 members 
Entering Unmasked Estep 
Score: -2768231.000000 Penalty: 5173.348145
	Iteration 6Q: 3 clusters Score -2768231 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 20752 members 
Entering Unmasked Estep 
Score: -2768600.750000 Penalty: 5173.348145
	Iteration 7Q: 3 clusters Score -2768601 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 22013 members 
Entering Unmasked Estep 
Score: -2769196.250000 Penalty: 5173.348145
	Iteration 8Q: 3 clusters Score -2769196 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 23663 members 
Entering Unmasked Estep 
Score: -2770139.500000 Penalty: 5173.348145
	Iteration 9F: 3 clusters Score -2770140 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 25787 members 
Entering Unmasked Estep 
Score: -2771638.500000 Penalty: 5173.348145
	Iteration 10F: 3 clusters Score -2771638 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 28220 members 
Entering Unmasked Estep 
Score: -2773690.500000 Penalty: 5173.348145
	Iteration 11F: 3 clusters Score -2773690 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 30504 members 
Entering Unmasked Estep 
Score: -2775857.000000 Penalty: 5173.348145
	Iteration 12F: 3 clusters Score -2775857 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 32175 members 
Entering Unmasked Estep 
Score: -2777515.500000 Penalty: 5173.348145
	Iteration 13Q: 3 clusters Score -2777516 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 33082 members 
Entering Unmasked Estep 
Score: -2778419.000000 Penalty: 5173.348145
	Iteration 14Q: 3 clusters Score -2778419 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 33422 members 
Entering Unmasked Estep 
Score: -2778771.500000 Penalty: 5173.348145
	Iteration 15Q: 3 clusters Score -2778772 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 33536 members 
Entering Unmasked Estep 
Score: -2778909.500000 Penalty: 5173.348145
	Iteration 16Q: 3 clusters Score -2778910 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 33584 members 
Entering Unmasked Estep 
Score: -2778989.000000 Penalty: 5173.348145
	Iteration 17Q: 3 clusters Score -2778989 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 33601 members 
Entering Unmasked Estep 
Score: -2779021.250000 Penalty: 5173.348145
	Iteration 18Q: 3 clusters Score -2779021 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 33609 members 
Entering Unmasked Estep 
Score: -2779041.000000 Penalty: 5173.348145
	Iteration 19Q: 3 clusters Score -2779041 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 33618 members 
Entering Unmasked Estep 
Score: -2779051.250000 Penalty: 5173.348145
	Iteration 20F: 3 clusters Score -2779051 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 33624 members 
Entering Unmasked Estep 
Score: -2779066.500000 Penalty: 5173.348145
	Iteration 21Q: 3 clusters Score -2779066 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 33624 members 
Entering Unmasked Estep 
Score: -2779074.250000 Penalty: 5173.348145
	Iteration 22Q: 3 clusters Score -2779074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 33624 members 
Entering Unmasked Estep 
Score: -2779080.000000 Penalty: 5173.348145
	Iteration 23Q: 3 clusters Score -2779080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 33626 members 
Entering Unmasked Estep 
Score: -2779076.500000 Penalty: 5173.348145
	Iteration 24Q: 3 clusters Score -2779076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 33625 members 
Entering Unmasked Estep 
Score: -2779079.500000 Penalty: 5173.348145
	Iteration 25Q: 3 clusters Score -2779080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 33625 members 
Entering Unmasked Estep 
Score: -2779079.500000 Penalty: 5173.348145
	Iteration 26F: 3 clusters Score -2779080 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (154747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154747 members 
Entering Unmasked Estep 
Score: -12385258.000000 Penalty: 2963.487549
	Iteration 0F: 2 clusters Score -1.238526e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77352 members 
Mstep: Class 2 contains 77395 members 
Entering Unmasked Estep 
Score: -12281376.000000 Penalty: 5926.975098
	Iteration 0F: 3 clusters Score -1.228138e+07 nChanged 74298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77334 members 
Mstep: Class 2 contains 77413 members 
Entering Unmasked Estep 
Score: -12324132.000000 Penalty: 5926.975098
	Iteration 1F: 3 clusters Score -1.232413e+07 nChanged 4239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77361 members 
Mstep: Class 2 contains 77386 members 
Entering Unmasked Estep 
Score: -12325158.000000 Penalty: 5926.975098
	Iteration 2Q: 3 clusters Score -1.232516e+07 nChanged 4602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77601 members 
Mstep: Class 2 contains 77146 members 
Entering Unmasked Estep 
Score: -12326570.000000 Penalty: 5926.975098
	Iteration 3Q: 3 clusters Score -1.232657e+07 nChanged 5414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78217 members 
Mstep: Class 2 contains 76530 members 
Entering Unmasked Estep 
Score: -12328325.000000 Penalty: 5926.975098
	Iteration 4Q: 3 clusters Score -1.232832e+07 nChanged 6777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79514 members 
Mstep: Class 2 contains 75233 members 
Entering Unmasked Estep 
Score: -12331406.000000 Penalty: 5926.975098
	Iteration 5Q: 3 clusters Score -1.233141e+07 nChanged 8521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81933 members 
Mstep: Class 2 contains 72814 members 
Entering Unmasked Estep 
Score: -12335949.000000 Penalty: 5926.975098
	Iteration 6F: 3 clusters Score -1.233595e+07 nChanged 10284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85367 members 
Mstep: Class 2 contains 69380 members 
Entering Unmasked Estep 
Score: -12342138.000000 Penalty: 5926.975098
	Iteration 7F: 3 clusters Score -1.234214e+07 nChanged 10987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89754 members 
Mstep: Class 2 contains 64993 members 
Entering Unmasked Estep 
Score: -12348773.000000 Penalty: 5926.975098
	Iteration 8F: 3 clusters Score -1.234877e+07 nChanged 10187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94133 members 
Mstep: Class 2 contains 60614 members 
Entering Unmasked Estep 
Score: -12353993.000000 Penalty: 5926.975098
	Iteration 9F: 3 clusters Score -1.235399e+07 nChanged 8283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98248 members 
Mstep: Class 2 contains 56499 members 
Entering Unmasked Estep 
Score: -12357389.000000 Penalty: 5926.975098
	Iteration 10F: 3 clusters Score -1.235739e+07 nChanged 6148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102030 members 
Mstep: Class 2 contains 52717 members 
Entering Unmasked Estep 
Score: -12359405.000000 Penalty: 5926.975098
	Iteration 11Q: 3 clusters Score -1.23594e+07 nChanged 4714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105832 members 
Mstep: Class 2 contains 48915 members 
Entering Unmasked Estep 
Score: -12360898.000000 Penalty: 5926.975098
	Iteration 12Q: 3 clusters Score -1.23609e+07 nChanged 4225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109839 members 
Mstep: Class 2 contains 44908 members 
Entering Unmasked Estep 
Score: -12362146.000000 Penalty: 5926.975098
	Iteration 13Q: 3 clusters Score -1.236215e+07 nChanged 4367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114184 members 
Mstep: Class 2 contains 40563 members 
Entering Unmasked Estep 
Score: -12363591.000000 Penalty: 5926.975098
	Iteration 14Q: 3 clusters Score -1.236359e+07 nChanged 4593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118775 members 
Mstep: Class 2 contains 35972 members 
Entering Unmasked Estep 
Score: -12365302.000000 Penalty: 5926.975098
	Iteration 15Q: 3 clusters Score -1.23653e+07 nChanged 4727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123502 members 
Mstep: Class 2 contains 31245 members 
Entering Unmasked Estep 
Score: -12367175.000000 Penalty: 5926.975098
	Iteration 16Q: 3 clusters Score -1.236718e+07 nChanged 4662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128164 members 
Mstep: Class 2 contains 26583 members 
Entering Unmasked Estep 
Score: -12369063.000000 Penalty: 5926.975098
	Iteration 17Q: 3 clusters Score -1.236906e+07 nChanged 4567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132731 members 
Mstep: Class 2 contains 22016 members 
Entering Unmasked Estep 
Score: -12371343.000000 Penalty: 5926.975098
	Iteration 18Q: 3 clusters Score -1.237134e+07 nChanged 4328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137059 members 
Mstep: Class 2 contains 17688 members 
Entering Unmasked Estep 
Score: -12373512.000000 Penalty: 5926.975098
	Iteration 19Q: 3 clusters Score -1.237351e+07 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140924 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -12375548.000000 Penalty: 5926.975098
	Iteration 20F: 3 clusters Score -1.237555e+07 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144187 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -12377183.000000 Penalty: 5926.975098
	Iteration 21Q: 3 clusters Score -1.237718e+07 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146793 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -12378723.000000 Penalty: 5926.975098
	Iteration 22Q: 3 clusters Score -1.237872e+07 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148896 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -12379864.000000 Penalty: 5926.975098
	Iteration 23Q: 3 clusters Score -1.237986e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150460 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -12380774.000000 Penalty: 5926.975098
	Iteration 24Q: 3 clusters Score -1.238077e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151582 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -12381387.000000 Penalty: 5926.975098
	Iteration 25Q: 3 clusters Score -1.238139e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152347 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -12381891.000000 Penalty: 5926.975098
	Iteration 26Q: 3 clusters Score -1.238189e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152833 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -12382197.000000 Penalty: 5926.975098
	Iteration 27Q: 3 clusters Score -1.23822e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153152 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -12382407.000000 Penalty: 5926.975098
	Iteration 28Q: 3 clusters Score -1.238241e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153370 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -12382552.000000 Penalty: 5926.975098
	Iteration 29Q: 3 clusters Score -1.238255e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153498 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -12382632.000000 Penalty: 5926.975098
	Iteration 30Q: 3 clusters Score -1.238263e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153582 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -12382677.000000 Penalty: 5926.975098
	Iteration 31Q: 3 clusters Score -1.238268e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153655 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -12382723.000000 Penalty: 5926.975098
	Iteration 32Q: 3 clusters Score -1.238272e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153708 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -12382765.000000 Penalty: 5926.975098
	Iteration 33Q: 3 clusters Score -1.238276e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153744 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -12382813.000000 Penalty: 5926.975098
	Iteration 34Q: 3 clusters Score -1.238281e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153779 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -12382844.000000 Penalty: 5926.975098
	Iteration 35Q: 3 clusters Score -1.238284e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153802 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -12382835.000000 Penalty: 5926.975098
	Iteration 36Q: 3 clusters Score -1.238284e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153816 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -12382848.000000 Penalty: 5926.975098
	Iteration 37Q: 3 clusters Score -1.238285e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153822 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -12382862.000000 Penalty: 5926.975098
	Iteration 38Q: 3 clusters Score -1.238286e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153831 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -12382867.000000 Penalty: 5926.975098
	Iteration 39Q: 3 clusters Score -1.238287e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153841 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -12382874.000000 Penalty: 5926.975098
	Iteration 40F: 3 clusters Score -1.238287e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153847 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -12382894.000000 Penalty: 5926.975098
	Iteration 41Q: 3 clusters Score -1.238289e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153854 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -12382890.000000 Penalty: 5926.975098
	Iteration 42Q: 3 clusters Score -1.238289e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153864 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -12382900.000000 Penalty: 5926.975098
	Iteration 43Q: 3 clusters Score -1.23829e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153874 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -12382908.000000 Penalty: 5926.975098
	Iteration 44Q: 3 clusters Score -1.238291e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153875 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -12382911.000000 Penalty: 5926.975098
	Iteration 45Q: 3 clusters Score -1.238291e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153884 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -12382938.000000 Penalty: 5926.975098
	Iteration 46Q: 3 clusters Score -1.238294e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153893 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -12382929.000000 Penalty: 5926.975098
	Iteration 47Q: 3 clusters Score -1.238293e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153898 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -12382917.000000 Penalty: 5926.975098
	Iteration 48Q: 3 clusters Score -1.238292e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153901 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -12382924.000000 Penalty: 5926.975098
	Iteration 49Q: 3 clusters Score -1.238292e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153901 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -12382927.000000 Penalty: 5926.975098
	Iteration 50Q: 3 clusters Score -1.238293e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153905 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -12382929.000000 Penalty: 5926.975098
	Iteration 51Q: 3 clusters Score -1.238293e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153907 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -12382925.000000 Penalty: 5926.975098
	Iteration 52Q: 3 clusters Score -1.238292e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153910 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -12382936.000000 Penalty: 5926.975098
	Iteration 53Q: 3 clusters Score -1.238294e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153912 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -12382944.000000 Penalty: 5926.975098
	Iteration 54Q: 3 clusters Score -1.238294e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153913 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -12382935.000000 Penalty: 5926.975098
	Iteration 55Q: 3 clusters Score -1.238294e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153916 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -12382937.000000 Penalty: 5926.975098
	Iteration 56Q: 3 clusters Score -1.238294e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153917 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -12382940.000000 Penalty: 5926.975098
	Iteration 57Q: 3 clusters Score -1.238294e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153920 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -12382940.000000 Penalty: 5926.975098
	Iteration 58Q: 3 clusters Score -1.238294e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153920 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -12382947.000000 Penalty: 5926.975098
	Iteration 59Q: 3 clusters Score -1.238295e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153918 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -12382947.000000 Penalty: 5926.975098
	Iteration 60F: 3 clusters Score -1.238295e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153914 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -12382936.000000 Penalty: 5926.975098
	Iteration 61Q: 3 clusters Score -1.238294e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153913 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -12382940.000000 Penalty: 5926.975098
	Iteration 62Q: 3 clusters Score -1.238294e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153915 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -12382938.000000 Penalty: 5926.975098
	Iteration 63Q: 3 clusters Score -1.238294e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153916 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -12382930.000000 Penalty: 5926.975098
	Iteration 64Q: 3 clusters Score -1.238293e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153915 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -12382932.000000 Penalty: 5926.975098
	Iteration 65Q: 3 clusters Score -1.238293e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153913 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -12382927.000000 Penalty: 5926.975098
	Iteration 66Q: 3 clusters Score -1.238293e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153913 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -12382927.000000 Penalty: 5926.975098
	Iteration 67F: 3 clusters Score -1.238293e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Entering Unmasked Estep 
Score: -677900.875000 Penalty: 2253.838623
	Iteration 0F: 2 clusters Score -677900.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -671058.437500 Penalty: 4507.677246
	Iteration 0F: 3 clusters Score -671058.4 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -673183.625000 Penalty: 4507.677246
	Iteration 1F: 3 clusters Score -673183.6 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -673730.062500 Penalty: 4507.677246
	Iteration 2F: 3 clusters Score -673730.1 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -674194.062500 Penalty: 4507.677246
	Iteration 3F: 3 clusters Score -674194.1 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -674574.250000 Penalty: 4507.677246
	Iteration 4F: 3 clusters Score -674574.2 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -674888.000000 Penalty: 4507.677246
	Iteration 5F: 3 clusters Score -674888 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -675160.875000 Penalty: 4507.677246
	Iteration 6Q: 3 clusters Score -675160.9 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -675339.750000 Penalty: 4507.677246
	Iteration 7Q: 3 clusters Score -675339.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -675482.812500 Penalty: 4507.677246
	Iteration 8Q: 3 clusters Score -675482.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -675576.125000 Penalty: 4507.677246
	Iteration 9Q: 3 clusters Score -675576.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -675643.062500 Penalty: 4507.677246
	Iteration 10Q: 3 clusters Score -675643.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -675699.062500 Penalty: 4507.677246
	Iteration 11Q: 3 clusters Score -675699.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -675739.250000 Penalty: 4507.677246
	Iteration 12Q: 3 clusters Score -675739.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -675768.187500 Penalty: 4507.677246
	Iteration 13Q: 3 clusters Score -675768.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -675793.937500 Penalty: 4507.677246
	Iteration 14Q: 3 clusters Score -675793.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -675812.437500 Penalty: 4507.677246
	Iteration 15Q: 3 clusters Score -675812.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -675826.937500 Penalty: 4507.677246
	Iteration 16Q: 3 clusters Score -675826.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -675840.062500 Penalty: 4507.677246
	Iteration 17Q: 3 clusters Score -675840.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -675850.000000 Penalty: 4507.677246
	Iteration 18Q: 3 clusters Score -675850 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -675856.500000 Penalty: 4507.677246
	Iteration 19Q: 3 clusters Score -675856.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -675858.625000 Penalty: 4507.677246
	Iteration 20F: 3 clusters Score -675858.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -675862.750000 Penalty: 4507.677246
	Iteration 21Q: 3 clusters Score -675862.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -675867.750000 Penalty: 4507.677246
	Iteration 22Q: 3 clusters Score -675867.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -675874.500000 Penalty: 4507.677246
	Iteration 23Q: 3 clusters Score -675874.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -675881.812500 Penalty: 4507.677246
	Iteration 24Q: 3 clusters Score -675881.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -675889.000000 Penalty: 4507.677246
	Iteration 25Q: 3 clusters Score -675889 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -675893.187500 Penalty: 4507.677246
	Iteration 26Q: 3 clusters Score -675893.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -675900.312500 Penalty: 4507.677246
	Iteration 27Q: 3 clusters Score -675900.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -675904.187500 Penalty: 4507.677246
	Iteration 28Q: 3 clusters Score -675904.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -675907.250000 Penalty: 4507.677246
	Iteration 29Q: 3 clusters Score -675907.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -675908.937500 Penalty: 4507.677246
	Iteration 30Q: 3 clusters Score -675908.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -675908.500000 Penalty: 4507.677246
	Iteration 31Q: 3 clusters Score -675908.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -675912.250000 Penalty: 4507.677246
	Iteration 32Q: 3 clusters Score -675912.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -675915.187500 Penalty: 4507.677246
	Iteration 33Q: 3 clusters Score -675915.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -675914.500000 Penalty: 4507.677246
	Iteration 34Q: 3 clusters Score -675914.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -675918.062500 Penalty: 4507.677246
	Iteration 35Q: 3 clusters Score -675918.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -675917.312500 Penalty: 4507.677246
	Iteration 36Q: 3 clusters Score -675917.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -675918.812500 Penalty: 4507.677246
	Iteration 37Q: 3 clusters Score -675918.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -675922.000000 Penalty: 4507.677246
	Iteration 38Q: 3 clusters Score -675922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -675923.000000 Penalty: 4507.677246
	Iteration 39Q: 3 clusters Score -675923 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -675923.312500 Penalty: 4507.677246
	Iteration 40F: 3 clusters Score -675923.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -675924.875000 Penalty: 4507.677246
	Iteration 41Q: 3 clusters Score -675924.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -675924.500000 Penalty: 4507.677246
	Iteration 42Q: 3 clusters Score -675924.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -675925.125000 Penalty: 4507.677246
	Iteration 43Q: 3 clusters Score -675925.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -675924.625000 Penalty: 4507.677246
	Iteration 44Q: 3 clusters Score -675924.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -675925.687500 Penalty: 4507.677246
	Iteration 45Q: 3 clusters Score -675925.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -675925.250000 Penalty: 4507.677246
	Iteration 46Q: 3 clusters Score -675925.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -675926.750000 Penalty: 4507.677246
	Iteration 47Q: 3 clusters Score -675926.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -675927.937500 Penalty: 4507.677246
	Iteration 48Q: 3 clusters Score -675927.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -675927.875000 Penalty: 4507.677246
	Iteration 49Q: 3 clusters Score -675927.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -675929.125000 Penalty: 4507.677246
	Iteration 50Q: 3 clusters Score -675929.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -675930.750000 Penalty: 4507.677246
	Iteration 51Q: 3 clusters Score -675930.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -675930.750000 Penalty: 4507.677246
	Iteration 52Q: 3 clusters Score -675930.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -675933.062500 Penalty: 4507.677246
	Iteration 53Q: 3 clusters Score -675933.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -675935.937500 Penalty: 4507.677246
	Iteration 54Q: 3 clusters Score -675935.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -675937.687500 Penalty: 4507.677246
	Iteration 55Q: 3 clusters Score -675937.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -675936.812500 Penalty: 4507.677246
	Iteration 56Q: 3 clusters Score -675936.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -675937.375000 Penalty: 4507.677246
	Iteration 57Q: 3 clusters Score -675937.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -675939.437500 Penalty: 4507.677246
	Iteration 58Q: 3 clusters Score -675939.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -675939.875000 Penalty: 4507.677246
	Iteration 59Q: 3 clusters Score -675939.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -675939.875000 Penalty: 4507.677246
	Iteration 60F: 3 clusters Score -675939.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Entering Unmasked Estep 
Score: -662133.750000 Penalty: 2249.713135
	Iteration 0F: 2 clusters Score -662133.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -655301.187500 Penalty: 4499.426270
	Iteration 0F: 3 clusters Score -655301.2 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -657506.625000 Penalty: 4499.426270
	Iteration 1F: 3 clusters Score -657506.6 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -658380.687500 Penalty: 4499.426270
	Iteration 2F: 3 clusters Score -658380.7 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -659299.375000 Penalty: 4499.426270
	Iteration 3F: 3 clusters Score -659299.4 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -660098.750000 Penalty: 4499.426270
	Iteration 4F: 3 clusters Score -660098.8 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -660625.687500 Penalty: 4499.426270
	Iteration 5F: 3 clusters Score -660625.7 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -660941.687500 Penalty: 4499.426270
	Iteration 6F: 3 clusters Score -660941.7 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -661101.875000 Penalty: 4499.426270
	Iteration 7Q: 3 clusters Score -661101.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -661183.250000 Penalty: 4499.426270
	Iteration 8Q: 3 clusters Score -661183.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -661226.500000 Penalty: 4499.426270
	Iteration 9Q: 3 clusters Score -661226.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -661257.125000 Penalty: 4499.426270
	Iteration 10Q: 3 clusters Score -661257.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -661280.312500 Penalty: 4499.426270
	Iteration 11Q: 3 clusters Score -661280.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -661293.375000 Penalty: 4499.426270
	Iteration 12Q: 3 clusters Score -661293.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -661304.625000 Penalty: 4499.426270
	Iteration 13Q: 3 clusters Score -661304.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -661314.000000 Penalty: 4499.426270
	Iteration 14Q: 3 clusters Score -661314 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -661325.312500 Penalty: 4499.426270
	Iteration 15Q: 3 clusters Score -661325.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -661335.250000 Penalty: 4499.426270
	Iteration 16Q: 3 clusters Score -661335.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -661342.687500 Penalty: 4499.426270
	Iteration 17Q: 3 clusters Score -661342.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -661350.187500 Penalty: 4499.426270
	Iteration 18Q: 3 clusters Score -661350.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -661357.437500 Penalty: 4499.426270
	Iteration 19Q: 3 clusters Score -661357.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -661360.875000 Penalty: 4499.426270
	Iteration 20F: 3 clusters Score -661360.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -661365.750000 Penalty: 4499.426270
	Iteration 21Q: 3 clusters Score -661365.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -661372.500000 Penalty: 4499.426270
	Iteration 22Q: 3 clusters Score -661372.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -661375.937500 Penalty: 4499.426270
	Iteration 23Q: 3 clusters Score -661375.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -661376.562500 Penalty: 4499.426270
	Iteration 24Q: 3 clusters Score -661376.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -661378.437500 Penalty: 4499.426270
	Iteration 25Q: 3 clusters Score -661378.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -661380.562500 Penalty: 4499.426270
	Iteration 26Q: 3 clusters Score -661380.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -661381.250000 Penalty: 4499.426270
	Iteration 27Q: 3 clusters Score -661381.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -661381.687500 Penalty: 4499.426270
	Iteration 28Q: 3 clusters Score -661381.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -661380.812500 Penalty: 4499.426270
	Iteration 29Q: 3 clusters Score -661380.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -661384.250000 Penalty: 4499.426270
	Iteration 30Q: 3 clusters Score -661384.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -661385.875000 Penalty: 4499.426270
	Iteration 31Q: 3 clusters Score -661385.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -661387.312500 Penalty: 4499.426270
	Iteration 32Q: 3 clusters Score -661387.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -661388.062500 Penalty: 4499.426270
	Iteration 33Q: 3 clusters Score -661388.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -661385.875000 Penalty: 4499.426270
	Iteration 34Q: 3 clusters Score -661385.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -661387.562500 Penalty: 4499.426270
	Iteration 35Q: 3 clusters Score -661387.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -661387.812500 Penalty: 4499.426270
	Iteration 36Q: 3 clusters Score -661387.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -661387.812500 Penalty: 4499.426270
	Iteration 37F: 3 clusters Score -661387.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (75171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75171 members 
Entering Unmasked Estep 
Score: -6110855.000000 Penalty: 2784.425293
	Iteration 0F: 2 clusters Score -6110855 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37324 members 
Mstep: Class 2 contains 37847 members 
Entering Unmasked Estep 
Score: -6060469.500000 Penalty: 5568.850586
	Iteration 0F: 3 clusters Score -6060470 nChanged 35264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34666 members 
Mstep: Class 2 contains 40505 members 
Entering Unmasked Estep 
Score: -6080458.500000 Penalty: 5568.850586
	Iteration 1F: 3 clusters Score -6080458 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32875 members 
Mstep: Class 2 contains 42296 members 
Entering Unmasked Estep 
Score: -6081550.500000 Penalty: 5568.850586
	Iteration 2Q: 3 clusters Score -6081550 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30184 members 
Mstep: Class 2 contains 44987 members 
Entering Unmasked Estep 
Score: -6083270.000000 Penalty: 5568.850586
	Iteration 3Q: 3 clusters Score -6083270 nChanged 4724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26350 members 
Mstep: Class 2 contains 48821 members 
Entering Unmasked Estep 
Score: -6086164.000000 Penalty: 5568.850586
	Iteration 4F: 3 clusters Score -6086164 nChanged 5747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21447 members 
Mstep: Class 2 contains 53724 members 
Entering Unmasked Estep 
Score: -6090666.000000 Penalty: 5568.850586
	Iteration 5F: 3 clusters Score -6090666 nChanged 6380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 59272 members 
Entering Unmasked Estep 
Score: -6096454.500000 Penalty: 5568.850586
	Iteration 6F: 3 clusters Score -6096454 nChanged 5634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 64192 members 
Entering Unmasked Estep 
Score: -6101694.500000 Penalty: 5568.850586
	Iteration 7F: 3 clusters Score -6101694 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 67440 members 
Entering Unmasked Estep 
Score: -6104984.000000 Penalty: 5568.850586
	Iteration 8Q: 3 clusters Score -6104984 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 69248 members 
Entering Unmasked Estep 
Score: -6106787.500000 Penalty: 5568.850586
	Iteration 9Q: 3 clusters Score -6106788 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 70207 members 
Entering Unmasked Estep 
Score: -6107573.000000 Penalty: 5568.850586
	Iteration 10Q: 3 clusters Score -6107573 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 70782 members 
Entering Unmasked Estep 
Score: -6107947.000000 Penalty: 5568.850586
	Iteration 11Q: 3 clusters Score -6107947 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 71207 members 
Entering Unmasked Estep 
Score: -6108212.000000 Penalty: 5568.850586
	Iteration 12Q: 3 clusters Score -6108212 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 71535 members 
Entering Unmasked Estep 
Score: -6108365.500000 Penalty: 5568.850586
	Iteration 13Q: 3 clusters Score -6108366 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 71809 members 
Entering Unmasked Estep 
Score: -6108503.000000 Penalty: 5568.850586
	Iteration 14Q: 3 clusters Score -6108503 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 72036 members 
Entering Unmasked Estep 
Score: -6108595.500000 Penalty: 5568.850586
	Iteration 15Q: 3 clusters Score -6108596 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 72212 members 
Entering Unmasked Estep 
Score: -6108665.500000 Penalty: 5568.850586
	Iteration 16Q: 3 clusters Score -6108666 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 72363 members 
Entering Unmasked Estep 
Score: -6108715.000000 Penalty: 5568.850586
	Iteration 17Q: 3 clusters Score -6108715 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 72493 members 
Entering Unmasked Estep 
Score: -6108756.000000 Penalty: 5568.850586
	Iteration 18Q: 3 clusters Score -6108756 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 72602 members 
Entering Unmasked Estep 
Score: -6108793.500000 Penalty: 5568.850586
	Iteration 19Q: 3 clusters Score -6108794 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 72676 members 
Entering Unmasked Estep 
Score: -6108803.500000 Penalty: 5568.850586
	Iteration 20F: 3 clusters Score -6108804 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 72747 members 
Entering Unmasked Estep 
Score: -6108839.000000 Penalty: 5568.850586
	Iteration 21Q: 3 clusters Score -6108839 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 72823 members 
Entering Unmasked Estep 
Score: -6108835.500000 Penalty: 5568.850586
	Iteration 22Q: 3 clusters Score -6108836 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 72894 members 
Entering Unmasked Estep 
Score: -6108846.000000 Penalty: 5568.850586
	Iteration 23Q: 3 clusters Score -6108846 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 72957 members 
Entering Unmasked Estep 
Score: -6108870.500000 Penalty: 5568.850586
	Iteration 24Q: 3 clusters Score -6108870 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 73017 members 
Entering Unmasked Estep 
Score: -6108883.500000 Penalty: 5568.850586
	Iteration 25Q: 3 clusters Score -6108884 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 73055 members 
Entering Unmasked Estep 
Score: -6108904.000000 Penalty: 5568.850586
	Iteration 26Q: 3 clusters Score -6108904 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 73102 members 
Entering Unmasked Estep 
Score: -6108925.000000 Penalty: 5568.850586
	Iteration 27Q: 3 clusters Score -6108925 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 73144 members 
Entering Unmasked Estep 
Score: -6108942.500000 Penalty: 5568.850586
	Iteration 28Q: 3 clusters Score -6108942 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 73181 members 
Entering Unmasked Estep 
Score: -6108944.500000 Penalty: 5568.850586
	Iteration 29Q: 3 clusters Score -6108944 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 73218 members 
Entering Unmasked Estep 
Score: -6108953.500000 Penalty: 5568.850586
	Iteration 30Q: 3 clusters Score -6108954 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 73247 members 
Entering Unmasked Estep 
Score: -6108963.000000 Penalty: 5568.850586
	Iteration 31Q: 3 clusters Score -6108963 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 73275 members 
Entering Unmasked Estep 
Score: -6108962.000000 Penalty: 5568.850586
	Iteration 32Q: 3 clusters Score -6108962 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 73291 members 
Entering Unmasked Estep 
Score: -6108971.000000 Penalty: 5568.850586
	Iteration 33Q: 3 clusters Score -6108971 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 73305 members 
Entering Unmasked Estep 
Score: -6108972.000000 Penalty: 5568.850586
	Iteration 34Q: 3 clusters Score -6108972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 73311 members 
Entering Unmasked Estep 
Score: -6108966.000000 Penalty: 5568.850586
	Iteration 35Q: 3 clusters Score -6108966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 73320 members 
Entering Unmasked Estep 
Score: -6108968.500000 Penalty: 5568.850586
	Iteration 36Q: 3 clusters Score -6108968 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 73329 members 
Entering Unmasked Estep 
Score: -6108970.000000 Penalty: 5568.850586
	Iteration 37Q: 3 clusters Score -6108970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 73331 members 
Entering Unmasked Estep 
Score: -6108969.000000 Penalty: 5568.850586
	Iteration 38Q: 3 clusters Score -6108969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 73333 members 
Entering Unmasked Estep 
Score: -6108971.000000 Penalty: 5568.850586
	Iteration 39Q: 3 clusters Score -6108971 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 73333 members 
Entering Unmasked Estep 
Score: -6108971.000000 Penalty: 5568.850586
	Iteration 40F: 3 clusters Score -6108971 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (53469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53469 members 
Entering Unmasked Estep 
Score: -4353155.000000 Penalty: 2699.940430
	Iteration 0F: 2 clusters Score -4353155 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26588 members 
Mstep: Class 2 contains 26881 members 
Entering Unmasked Estep 
Score: -4317172.000000 Penalty: 5399.880859
	Iteration 0F: 3 clusters Score -4317172 nChanged 24744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25382 members 
Mstep: Class 2 contains 28087 members 
Entering Unmasked Estep 
Score: -4330732.500000 Penalty: 5399.880859
	Iteration 1F: 3 clusters Score -4330732 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24677 members 
Mstep: Class 2 contains 28792 members 
Entering Unmasked Estep 
Score: -4331379.500000 Penalty: 5399.880859
	Iteration 2Q: 3 clusters Score -4331380 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23711 members 
Mstep: Class 2 contains 29758 members 
Entering Unmasked Estep 
Score: -4332016.000000 Penalty: 5399.880859
	Iteration 3Q: 3 clusters Score -4332016 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22310 members 
Mstep: Class 2 contains 31159 members 
Entering Unmasked Estep 
Score: -4332872.000000 Penalty: 5399.880859
	Iteration 4Q: 3 clusters Score -4332872 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20370 members 
Mstep: Class 2 contains 33099 members 
Entering Unmasked Estep 
Score: -4333948.500000 Penalty: 5399.880859
	Iteration 5Q: 3 clusters Score -4333948 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17743 members 
Mstep: Class 2 contains 35726 members 
Entering Unmasked Estep 
Score: -4335636.500000 Penalty: 5399.880859
	Iteration 6F: 3 clusters Score -4335636 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 39075 members 
Entering Unmasked Estep 
Score: -4338051.500000 Penalty: 5399.880859
	Iteration 7F: 3 clusters Score -4338052 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 43033 members 
Entering Unmasked Estep 
Score: -4341363.500000 Penalty: 5399.880859
	Iteration 8F: 3 clusters Score -4341364 nChanged 3846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 46865 members 
Entering Unmasked Estep 
Score: -4344851.500000 Penalty: 5399.880859
	Iteration 9F: 3 clusters Score -4344852 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 49874 members 
Entering Unmasked Estep 
Score: -4347668.500000 Penalty: 5399.880859
	Iteration 10F: 3 clusters Score -4347668 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 51623 members 
Entering Unmasked Estep 
Score: -4349299.000000 Penalty: 5399.880859
	Iteration 11Q: 3 clusters Score -4349299 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 52421 members 
Entering Unmasked Estep 
Score: -4350085.500000 Penalty: 5399.880859
	Iteration 12Q: 3 clusters Score -4350086 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 52762 members 
Entering Unmasked Estep 
Score: -4350402.500000 Penalty: 5399.880859
	Iteration 13Q: 3 clusters Score -4350402 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 52907 members 
Entering Unmasked Estep 
Score: -4350551.500000 Penalty: 5399.880859
	Iteration 14Q: 3 clusters Score -4350552 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 52966 members 
Entering Unmasked Estep 
Score: -4350630.500000 Penalty: 5399.880859
	Iteration 15Q: 3 clusters Score -4350630 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 53002 members 
Entering Unmasked Estep 
Score: -4350669.000000 Penalty: 5399.880859
	Iteration 16Q: 3 clusters Score -4350669 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 53034 members 
Entering Unmasked Estep 
Score: -4350712.500000 Penalty: 5399.880859
	Iteration 17Q: 3 clusters Score -4350712 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 53040 members 
Entering Unmasked Estep 
Score: -4350738.500000 Penalty: 5399.880859
	Iteration 18Q: 3 clusters Score -4350738 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 53038 members 
Entering Unmasked Estep 
Score: -4350751.500000 Penalty: 5399.880859
	Iteration 19Q: 3 clusters Score -4350752 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 53043 members 
Entering Unmasked Estep 
Score: -4350770.500000 Penalty: 5399.880859
	Iteration 20F: 3 clusters Score -4350770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 53047 members 
Entering Unmasked Estep 
Score: -4350783.500000 Penalty: 5399.880859
	Iteration 21Q: 3 clusters Score -4350784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 53052 members 
Entering Unmasked Estep 
Score: -4350792.500000 Penalty: 5399.880859
	Iteration 22Q: 3 clusters Score -4350792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 53054 members 
Entering Unmasked Estep 
Score: -4350802.500000 Penalty: 5399.880859
	Iteration 23Q: 3 clusters Score -4350802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 53061 members 
Entering Unmasked Estep 
Score: -4350809.000000 Penalty: 5399.880859
	Iteration 24Q: 3 clusters Score -4350809 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 53068 members 
Entering Unmasked Estep 
Score: -4350809.000000 Penalty: 5399.880859
	Iteration 25Q: 3 clusters Score -4350809 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 53070 members 
Entering Unmasked Estep 
Score: -4350812.000000 Penalty: 5399.880859
	Iteration 26Q: 3 clusters Score -4350812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 53070 members 
Entering Unmasked Estep 
Score: -4350816.000000 Penalty: 5399.880859
	Iteration 27Q: 3 clusters Score -4350816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 53070 members 
Entering Unmasked Estep 
Score: -4350821.000000 Penalty: 5399.880859
	Iteration 28Q: 3 clusters Score -4350821 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 53071 members 
Entering Unmasked Estep 
Score: -4350818.500000 Penalty: 5399.880859
	Iteration 29Q: 3 clusters Score -4350818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 53074 members 
Entering Unmasked Estep 
Score: -4350822.500000 Penalty: 5399.880859
	Iteration 30Q: 3 clusters Score -4350822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 53075 members 
Entering Unmasked Estep 
Score: -4350821.000000 Penalty: 5399.880859
	Iteration 31Q: 3 clusters Score -4350821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 53078 members 
Entering Unmasked Estep 
Score: -4350829.500000 Penalty: 5399.880859
	Iteration 32Q: 3 clusters Score -4350830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 53080 members 
Entering Unmasked Estep 
Score: -4350833.000000 Penalty: 5399.880859
	Iteration 33Q: 3 clusters Score -4350833 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 53083 members 
Entering Unmasked Estep 
Score: -4350832.000000 Penalty: 5399.880859
	Iteration 34Q: 3 clusters Score -4350832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 53086 members 
Entering Unmasked Estep 
Score: -4350840.500000 Penalty: 5399.880859
	Iteration 35Q: 3 clusters Score -4350840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 53090 members 
Entering Unmasked Estep 
Score: -4350840.500000 Penalty: 5399.880859
	Iteration 36Q: 3 clusters Score -4350840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 53094 members 
Entering Unmasked Estep 
Score: -4350837.000000 Penalty: 5399.880859
	Iteration 37Q: 3 clusters Score -4350837 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 53094 members 
Entering Unmasked Estep 
Score: -4350837.000000 Penalty: 5399.880859
	Iteration 38F: 3 clusters Score -4350837 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Entering Unmasked Estep 
Score: -489056.250000 Penalty: 2182.054199
	Iteration 0F: 2 clusters Score -489056.2 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 3304 members 
Entering Unmasked Estep 
Score: -483632.687500 Penalty: 4364.108398
	Iteration 0F: 3 clusters Score -483632.7 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -485687.843750 Penalty: 4364.108398
	Iteration 1F: 3 clusters Score -485687.8 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -486651.562500 Penalty: 4364.108398
	Iteration 2F: 3 clusters Score -486651.6 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -487387.937500 Penalty: 4364.108398
	Iteration 3F: 3 clusters Score -487387.9 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -487849.281250 Penalty: 4364.108398
	Iteration 4F: 3 clusters Score -487849.3 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -488065.468750 Penalty: 4364.108398
	Iteration 5Q: 3 clusters Score -488065.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -488181.187500 Penalty: 4364.108398
	Iteration 6Q: 3 clusters Score -488181.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -488243.250000 Penalty: 4364.108398
	Iteration 7Q: 3 clusters Score -488243.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -488279.562500 Penalty: 4364.108398
	Iteration 8Q: 3 clusters Score -488279.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -488306.750000 Penalty: 4364.108398
	Iteration 9Q: 3 clusters Score -488306.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -488330.031250 Penalty: 4364.108398
	Iteration 10Q: 3 clusters Score -488330 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -488352.000000 Penalty: 4364.108398
	Iteration 11Q: 3 clusters Score -488352 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -488369.718750 Penalty: 4364.108398
	Iteration 12Q: 3 clusters Score -488369.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -488382.843750 Penalty: 4364.108398
	Iteration 13Q: 3 clusters Score -488382.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -488394.593750 Penalty: 4364.108398
	Iteration 14Q: 3 clusters Score -488394.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -488403.281250 Penalty: 4364.108398
	Iteration 15Q: 3 clusters Score -488403.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -488408.312500 Penalty: 4364.108398
	Iteration 16Q: 3 clusters Score -488408.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -488417.250000 Penalty: 4364.108398
	Iteration 17Q: 3 clusters Score -488417.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -488425.093750 Penalty: 4364.108398
	Iteration 18Q: 3 clusters Score -488425.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -488431.218750 Penalty: 4364.108398
	Iteration 19Q: 3 clusters Score -488431.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -488436.156250 Penalty: 4364.108398
	Iteration 20F: 3 clusters Score -488436.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -488441.750000 Penalty: 4364.108398
	Iteration 21Q: 3 clusters Score -488441.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -488447.656250 Penalty: 4364.108398
	Iteration 22Q: 3 clusters Score -488447.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -488452.406250 Penalty: 4364.108398
	Iteration 23Q: 3 clusters Score -488452.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -488455.437500 Penalty: 4364.108398
	Iteration 24Q: 3 clusters Score -488455.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -488458.968750 Penalty: 4364.108398
	Iteration 25Q: 3 clusters Score -488459 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -488460.906250 Penalty: 4364.108398
	Iteration 26Q: 3 clusters Score -488460.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -488462.968750 Penalty: 4364.108398
	Iteration 27Q: 3 clusters Score -488463 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -488466.062500 Penalty: 4364.108398
	Iteration 28Q: 3 clusters Score -488466.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -488469.343750 Penalty: 4364.108398
	Iteration 29Q: 3 clusters Score -488469.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -488469.906250 Penalty: 4364.108398
	Iteration 30Q: 3 clusters Score -488469.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -488471.093750 Penalty: 4364.108398
	Iteration 31Q: 3 clusters Score -488471.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -488472.093750 Penalty: 4364.108398
	Iteration 32Q: 3 clusters Score -488472.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -488472.281250 Penalty: 4364.108398
	Iteration 33Q: 3 clusters Score -488472.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -488472.468750 Penalty: 4364.108398
	Iteration 34Q: 3 clusters Score -488472.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -488474.125000 Penalty: 4364.108398
	Iteration 35Q: 3 clusters Score -488474.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -488474.468750 Penalty: 4364.108398
	Iteration 36Q: 3 clusters Score -488474.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -488474.468750 Penalty: 4364.108398
	Iteration 37F: 3 clusters Score -488474.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (69921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69921 members 
Entering Unmasked Estep 
Score: -5427039.000000 Penalty: 2766.469971
	Iteration 0F: 2 clusters Score -5427039 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35006 members 
Mstep: Class 2 contains 34915 members 
Entering Unmasked Estep 
Score: -5380061.500000 Penalty: 5532.939941
	Iteration 0F: 3 clusters Score -5380062 nChanged 32749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35769 members 
Mstep: Class 2 contains 34152 members 
Entering Unmasked Estep 
Score: -5399335.000000 Penalty: 5532.939941
	Iteration 1F: 3 clusters Score -5399335 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36556 members 
Mstep: Class 2 contains 33365 members 
Entering Unmasked Estep 
Score: -5400813.500000 Penalty: 5532.939941
	Iteration 2Q: 3 clusters Score -5400814 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37822 members 
Mstep: Class 2 contains 32099 members 
Entering Unmasked Estep 
Score: -5402933.000000 Penalty: 5532.939941
	Iteration 3F: 3 clusters Score -5402933 nChanged 4725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40015 members 
Mstep: Class 2 contains 29906 members 
Entering Unmasked Estep 
Score: -5405978.000000 Penalty: 5532.939941
	Iteration 4F: 3 clusters Score -5405978 nChanged 5378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43019 members 
Mstep: Class 2 contains 26902 members 
Entering Unmasked Estep 
Score: -5409928.500000 Penalty: 5532.939941
	Iteration 5F: 3 clusters Score -5409928 nChanged 5497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46432 members 
Mstep: Class 2 contains 23489 members 
Entering Unmasked Estep 
Score: -5414564.000000 Penalty: 5532.939941
	Iteration 6F: 3 clusters Score -5414564 nChanged 4889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49483 members 
Mstep: Class 2 contains 20438 members 
Entering Unmasked Estep 
Score: -5419317.000000 Penalty: 5532.939941
	Iteration 7F: 3 clusters Score -5419317 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51515 members 
Mstep: Class 2 contains 18406 members 
Entering Unmasked Estep 
Score: -5422770.500000 Penalty: 5532.939941
	Iteration 8Q: 3 clusters Score -5422770 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52767 members 
Mstep: Class 2 contains 17154 members 
Entering Unmasked Estep 
Score: -5424621.000000 Penalty: 5532.939941
	Iteration 9Q: 3 clusters Score -5424621 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53669 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -5425566.000000 Penalty: 5532.939941
	Iteration 10Q: 3 clusters Score -5425566 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54318 members 
Mstep: Class 2 contains 15603 members 
Entering Unmasked Estep 
Score: -5426006.500000 Penalty: 5532.939941
	Iteration 11Q: 3 clusters Score -5426006 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54834 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -5426267.500000 Penalty: 5532.939941
	Iteration 12Q: 3 clusters Score -5426268 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55199 members 
Mstep: Class 2 contains 14722 members 
Entering Unmasked Estep 
Score: -5426377.000000 Penalty: 5532.939941
	Iteration 13Q: 3 clusters Score -5426377 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55490 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -5426452.000000 Penalty: 5532.939941
	Iteration 14Q: 3 clusters Score -5426452 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55748 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -5426497.500000 Penalty: 5532.939941
	Iteration 15Q: 3 clusters Score -5426498 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56001 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -5426541.000000 Penalty: 5532.939941
	Iteration 16Q: 3 clusters Score -5426541 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56231 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -5426563.500000 Penalty: 5532.939941
	Iteration 17Q: 3 clusters Score -5426564 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56418 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -5426588.000000 Penalty: 5532.939941
	Iteration 18Q: 3 clusters Score -5426588 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56598 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -5426617.000000 Penalty: 5532.939941
	Iteration 19Q: 3 clusters Score -5426617 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56742 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -5426621.500000 Penalty: 5532.939941
	Iteration 20F: 3 clusters Score -5426622 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56872 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -5426621.000000 Penalty: 5532.939941
	Iteration 21Q: 3 clusters Score -5426621 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56993 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -5426640.000000 Penalty: 5532.939941
	Iteration 22Q: 3 clusters Score -5426640 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57098 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -5426660.000000 Penalty: 5532.939941
	Iteration 23Q: 3 clusters Score -5426660 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57188 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -5426678.500000 Penalty: 5532.939941
	Iteration 24Q: 3 clusters Score -5426678 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57265 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -5426675.000000 Penalty: 5532.939941
	Iteration 25Q: 3 clusters Score -5426675 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57329 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -5426668.500000 Penalty: 5532.939941
	Iteration 26Q: 3 clusters Score -5426668 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57406 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -5426688.500000 Penalty: 5532.939941
	Iteration 27Q: 3 clusters Score -5426688 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57465 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -5426712.500000 Penalty: 5532.939941
	Iteration 28Q: 3 clusters Score -5426712 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57521 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -5426708.500000 Penalty: 5532.939941
	Iteration 29Q: 3 clusters Score -5426708 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57560 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -5426716.500000 Penalty: 5532.939941
	Iteration 30Q: 3 clusters Score -5426716 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57592 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -5426713.500000 Penalty: 5532.939941
	Iteration 31Q: 3 clusters Score -5426714 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57623 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -5426724.000000 Penalty: 5532.939941
	Iteration 32Q: 3 clusters Score -5426724 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57645 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -5426723.000000 Penalty: 5532.939941
	Iteration 33Q: 3 clusters Score -5426723 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57661 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -5426723.000000 Penalty: 5532.939941
	Iteration 34Q: 3 clusters Score -5426723 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57674 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -5426718.000000 Penalty: 5532.939941
	Iteration 35Q: 3 clusters Score -5426718 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57688 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -5426733.000000 Penalty: 5532.939941
	Iteration 36Q: 3 clusters Score -5426733 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57699 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -5426741.500000 Penalty: 5532.939941
	Iteration 37Q: 3 clusters Score -5426742 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57713 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -5426742.500000 Penalty: 5532.939941
	Iteration 38Q: 3 clusters Score -5426742 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57726 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -5426738.500000 Penalty: 5532.939941
	Iteration 39Q: 3 clusters Score -5426738 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57735 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -5426735.500000 Penalty: 5532.939941
	Iteration 40F: 3 clusters Score -5426736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57740 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -5426734.500000 Penalty: 5532.939941
	Iteration 41Q: 3 clusters Score -5426734 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57750 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -5426732.500000 Penalty: 5532.939941
	Iteration 42Q: 3 clusters Score -5426732 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57760 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -5426728.000000 Penalty: 5532.939941
	Iteration 43Q: 3 clusters Score -5426728 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57775 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -5426731.000000 Penalty: 5532.939941
	Iteration 44Q: 3 clusters Score -5426731 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57797 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -5426736.500000 Penalty: 5532.939941
	Iteration 45Q: 3 clusters Score -5426736 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57812 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -5426735.500000 Penalty: 5532.939941
	Iteration 46Q: 3 clusters Score -5426736 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57825 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -5426732.000000 Penalty: 5532.939941
	Iteration 47Q: 3 clusters Score -5426732 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57835 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -5426736.500000 Penalty: 5532.939941
	Iteration 48Q: 3 clusters Score -5426736 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57845 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -5426737.500000 Penalty: 5532.939941
	Iteration 49Q: 3 clusters Score -5426738 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57855 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -5426734.500000 Penalty: 5532.939941
	Iteration 50Q: 3 clusters Score -5426734 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57864 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -5426733.000000 Penalty: 5532.939941
	Iteration 51Q: 3 clusters Score -5426733 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57869 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -5426732.500000 Penalty: 5532.939941
	Iteration 52Q: 3 clusters Score -5426732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57873 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -5426739.000000 Penalty: 5532.939941
	Iteration 53Q: 3 clusters Score -5426739 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57878 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -5426727.500000 Penalty: 5532.939941
	Iteration 54Q: 3 clusters Score -5426728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57883 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -5426728.500000 Penalty: 5532.939941
	Iteration 55Q: 3 clusters Score -5426728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57888 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -5426729.500000 Penalty: 5532.939941
	Iteration 56Q: 3 clusters Score -5426730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57894 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -5426733.000000 Penalty: 5532.939941
	Iteration 57Q: 3 clusters Score -5426733 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57899 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -5426731.500000 Penalty: 5532.939941
	Iteration 58Q: 3 clusters Score -5426732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57901 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -5426728.000000 Penalty: 5532.939941
	Iteration 59Q: 3 clusters Score -5426728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57903 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -5426728.000000 Penalty: 5532.939941
	Iteration 60F: 3 clusters Score -5426728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57908 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -5426731.000000 Penalty: 5532.939941
	Iteration 61Q: 3 clusters Score -5426731 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57911 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -5426723.500000 Penalty: 5532.939941
	Iteration 62Q: 3 clusters Score -5426724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57913 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -5426718.000000 Penalty: 5532.939941
	Iteration 63Q: 3 clusters Score -5426718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57915 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -5426724.000000 Penalty: 5532.939941
	Iteration 64Q: 3 clusters Score -5426724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57917 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -5426726.500000 Penalty: 5532.939941
	Iteration 65Q: 3 clusters Score -5426726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57918 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -5426721.500000 Penalty: 5532.939941
	Iteration 66Q: 3 clusters Score -5426722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57920 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -5426724.500000 Penalty: 5532.939941
	Iteration 67Q: 3 clusters Score -5426724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57922 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -5426723.500000 Penalty: 5532.939941
	Iteration 68Q: 3 clusters Score -5426724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57925 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -5426718.500000 Penalty: 5532.939941
	Iteration 69Q: 3 clusters Score -5426718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57926 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -5426716.000000 Penalty: 5532.939941
	Iteration 70Q: 3 clusters Score -5426716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57926 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -5426716.000000 Penalty: 5532.939941
	Iteration 71F: 3 clusters Score -5426716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Entering Unmasked Estep 
Score: -472497.656250 Penalty: 2157.644775
	Iteration 0F: 2 clusters Score -472497.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -467341.343750 Penalty: 4315.289551
	Iteration 0F: 3 clusters Score -467341.3 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -468669.156250 Penalty: 4315.289551
	Iteration 1F: 3 clusters Score -468669.2 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -468973.437500 Penalty: 4315.289551
	Iteration 2F: 3 clusters Score -468973.4 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -469255.781250 Penalty: 4315.289551
	Iteration 3F: 3 clusters Score -469255.8 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -469493.500000 Penalty: 4315.289551
	Iteration 4F: 3 clusters Score -469493.5 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -469695.156250 Penalty: 4315.289551
	Iteration 5Q: 3 clusters Score -469695.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -469855.031250 Penalty: 4315.289551
	Iteration 6Q: 3 clusters Score -469855 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -469986.187500 Penalty: 4315.289551
	Iteration 7Q: 3 clusters Score -469986.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -470101.562500 Penalty: 4315.289551
	Iteration 8Q: 3 clusters Score -470101.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -470202.375000 Penalty: 4315.289551
	Iteration 9Q: 3 clusters Score -470202.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -470295.062500 Penalty: 4315.289551
	Iteration 10Q: 3 clusters Score -470295.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -470367.062500 Penalty: 4315.289551
	Iteration 11Q: 3 clusters Score -470367.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -470421.187500 Penalty: 4315.289551
	Iteration 12Q: 3 clusters Score -470421.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -470465.531250 Penalty: 4315.289551
	Iteration 13Q: 3 clusters Score -470465.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -470513.093750 Penalty: 4315.289551
	Iteration 14Q: 3 clusters Score -470513.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -470566.625000 Penalty: 4315.289551
	Iteration 15Q: 3 clusters Score -470566.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -470616.968750 Penalty: 4315.289551
	Iteration 16Q: 3 clusters Score -470617 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -470660.625000 Penalty: 4315.289551
	Iteration 17Q: 3 clusters Score -470660.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -470697.718750 Penalty: 4315.289551
	Iteration 18Q: 3 clusters Score -470697.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -470726.125000 Penalty: 4315.289551
	Iteration 19Q: 3 clusters Score -470726.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -470749.562500 Penalty: 4315.289551
	Iteration 20F: 3 clusters Score -470749.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -470773.125000 Penalty: 4315.289551
	Iteration 21Q: 3 clusters Score -470773.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -470788.812500 Penalty: 4315.289551
	Iteration 22Q: 3 clusters Score -470788.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -470806.625000 Penalty: 4315.289551
	Iteration 23Q: 3 clusters Score -470806.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -470824.000000 Penalty: 4315.289551
	Iteration 24Q: 3 clusters Score -470824 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -470835.031250 Penalty: 4315.289551
	Iteration 25Q: 3 clusters Score -470835 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -470846.718750 Penalty: 4315.289551
	Iteration 26Q: 3 clusters Score -470846.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -470858.718750 Penalty: 4315.289551
	Iteration 27Q: 3 clusters Score -470858.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -470873.218750 Penalty: 4315.289551
	Iteration 28Q: 3 clusters Score -470873.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -470891.531250 Penalty: 4315.289551
	Iteration 29Q: 3 clusters Score -470891.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -470905.250000 Penalty: 4315.289551
	Iteration 30Q: 3 clusters Score -470905.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -470919.687500 Penalty: 4315.289551
	Iteration 31Q: 3 clusters Score -470919.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -470941.437500 Penalty: 4315.289551
	Iteration 32Q: 3 clusters Score -470941.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -470954.250000 Penalty: 4315.289551
	Iteration 33Q: 3 clusters Score -470954.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -470964.062500 Penalty: 4315.289551
	Iteration 34Q: 3 clusters Score -470964.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -470974.625000 Penalty: 4315.289551
	Iteration 35Q: 3 clusters Score -470974.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -470985.343750 Penalty: 4315.289551
	Iteration 36Q: 3 clusters Score -470985.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -470988.437500 Penalty: 4315.289551
	Iteration 37Q: 3 clusters Score -470988.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -470991.968750 Penalty: 4315.289551
	Iteration 38Q: 3 clusters Score -470992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -470996.937500 Penalty: 4315.289551
	Iteration 39Q: 3 clusters Score -470996.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -471001.468750 Penalty: 4315.289551
	Iteration 40F: 3 clusters Score -471001.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -471009.218750 Penalty: 4315.289551
	Iteration 41Q: 3 clusters Score -471009.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -471023.656250 Penalty: 4315.289551
	Iteration 42Q: 3 clusters Score -471023.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -471037.218750 Penalty: 4315.289551
	Iteration 43Q: 3 clusters Score -471037.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -471046.625000 Penalty: 4315.289551
	Iteration 44Q: 3 clusters Score -471046.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -471060.468750 Penalty: 4315.289551
	Iteration 45Q: 3 clusters Score -471060.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -471076.437500 Penalty: 4315.289551
	Iteration 46Q: 3 clusters Score -471076.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -471091.281250 Penalty: 4315.289551
	Iteration 47Q: 3 clusters Score -471091.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -471102.093750 Penalty: 4315.289551
	Iteration 48Q: 3 clusters Score -471102.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -471112.843750 Penalty: 4315.289551
	Iteration 49Q: 3 clusters Score -471112.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -471126.250000 Penalty: 4315.289551
	Iteration 50Q: 3 clusters Score -471126.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -471142.406250 Penalty: 4315.289551
	Iteration 51Q: 3 clusters Score -471142.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -471159.437500 Penalty: 4315.289551
	Iteration 52Q: 3 clusters Score -471159.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -471169.531250 Penalty: 4315.289551
	Iteration 53Q: 3 clusters Score -471169.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -471174.062500 Penalty: 4315.289551
	Iteration 54Q: 3 clusters Score -471174.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -471178.687500 Penalty: 4315.289551
	Iteration 55Q: 3 clusters Score -471178.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -471181.125000 Penalty: 4315.289551
	Iteration 56Q: 3 clusters Score -471181.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -471182.187500 Penalty: 4315.289551
	Iteration 57Q: 3 clusters Score -471182.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -471184.625000 Penalty: 4315.289551
	Iteration 58Q: 3 clusters Score -471184.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -471186.593750 Penalty: 4315.289551
	Iteration 59Q: 3 clusters Score -471186.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -471188.656250 Penalty: 4315.289551
	Iteration 60F: 3 clusters Score -471188.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -471190.593750 Penalty: 4315.289551
	Iteration 61Q: 3 clusters Score -471190.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -471194.468750 Penalty: 4315.289551
	Iteration 62Q: 3 clusters Score -471194.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -471195.843750 Penalty: 4315.289551
	Iteration 63Q: 3 clusters Score -471195.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -471196.250000 Penalty: 4315.289551
	Iteration 64Q: 3 clusters Score -471196.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -471198.718750 Penalty: 4315.289551
	Iteration 65Q: 3 clusters Score -471198.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -471198.812500 Penalty: 4315.289551
	Iteration 66Q: 3 clusters Score -471198.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -471200.500000 Penalty: 4315.289551
	Iteration 67Q: 3 clusters Score -471200.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -471206.218750 Penalty: 4315.289551
	Iteration 68Q: 3 clusters Score -471206.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -471210.125000 Penalty: 4315.289551
	Iteration 69Q: 3 clusters Score -471210.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -471210.531250 Penalty: 4315.289551
	Iteration 70Q: 3 clusters Score -471210.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -471210.531250 Penalty: 4315.289551
	Iteration 71F: 3 clusters Score -471210.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (17776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17776 members 
Entering Unmasked Estep 
Score: -1221682.875000 Penalty: 2426.829834
	Iteration 0F: 2 clusters Score -1221683 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1209019.000000 Penalty: 4853.659668
	Iteration 0F: 3 clusters Score -1209019 nChanged 7759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -1213483.625000 Penalty: 4853.659668
	Iteration 1F: 3 clusters Score -1213484 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1214256.000000 Penalty: 4853.659668
	Iteration 2F: 3 clusters Score -1214256 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -1215214.625000 Penalty: 4853.659668
	Iteration 3F: 3 clusters Score -1215215 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1216489.000000 Penalty: 4853.659668
	Iteration 4F: 3 clusters Score -1216489 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1217906.125000 Penalty: 4853.659668
	Iteration 5F: 3 clusters Score -1217906 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -1219201.500000 Penalty: 4853.659668
	Iteration 6F: 3 clusters Score -1219202 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1220076.250000 Penalty: 4853.659668
	Iteration 7F: 3 clusters Score -1220076 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1220575.750000 Penalty: 4853.659668
	Iteration 8Q: 3 clusters Score -1220576 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1220859.500000 Penalty: 4853.659668
	Iteration 9Q: 3 clusters Score -1220860 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1221009.375000 Penalty: 4853.659668
	Iteration 10Q: 3 clusters Score -1221009 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1221106.250000 Penalty: 4853.659668
	Iteration 11Q: 3 clusters Score -1221106 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1221178.125000 Penalty: 4853.659668
	Iteration 12Q: 3 clusters Score -1221178 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1221234.500000 Penalty: 4853.659668
	Iteration 13Q: 3 clusters Score -1221234 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1221294.625000 Penalty: 4853.659668
	Iteration 14Q: 3 clusters Score -1221295 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1221347.000000 Penalty: 4853.659668
	Iteration 15Q: 3 clusters Score -1221347 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1221383.375000 Penalty: 4853.659668
	Iteration 16Q: 3 clusters Score -1221383 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1221410.875000 Penalty: 4853.659668
	Iteration 17Q: 3 clusters Score -1221411 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1221439.750000 Penalty: 4853.659668
	Iteration 18Q: 3 clusters Score -1221440 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1221477.000000 Penalty: 4853.659668
	Iteration 19Q: 3 clusters Score -1221477 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1221520.125000 Penalty: 4853.659668
	Iteration 20F: 3 clusters Score -1221520 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1221562.750000 Penalty: 4853.659668
	Iteration 21Q: 3 clusters Score -1221563 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1221613.375000 Penalty: 4853.659668
	Iteration 22Q: 3 clusters Score -1221613 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1221661.000000 Penalty: 4853.659668
	Iteration 23Q: 3 clusters Score -1221661 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1221705.625000 Penalty: 4853.659668
	Iteration 24Q: 3 clusters Score -1221706 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1221743.750000 Penalty: 4853.659668
	Iteration 25Q: 3 clusters Score -1221744 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1221785.250000 Penalty: 4853.659668
	Iteration 26Q: 3 clusters Score -1221785 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14212 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1221818.000000 Penalty: 4853.659668
	Iteration 27Q: 3 clusters Score -1221818 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1221859.125000 Penalty: 4853.659668
	Iteration 28Q: 3 clusters Score -1221859 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1221886.500000 Penalty: 4853.659668
	Iteration 29Q: 3 clusters Score -1221886 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1221909.000000 Penalty: 4853.659668
	Iteration 30Q: 3 clusters Score -1221909 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1221932.875000 Penalty: 4853.659668
	Iteration 31Q: 3 clusters Score -1221933 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1221949.250000 Penalty: 4853.659668
	Iteration 32Q: 3 clusters Score -1221949 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1221966.000000 Penalty: 4853.659668
	Iteration 33Q: 3 clusters Score -1221966 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14733 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1221983.500000 Penalty: 4853.659668
	Iteration 34Q: 3 clusters Score -1221984 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1221996.125000 Penalty: 4853.659668
	Iteration 35Q: 3 clusters Score -1221996 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14848 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1222007.250000 Penalty: 4853.659668
	Iteration 36Q: 3 clusters Score -1222007 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1222019.375000 Penalty: 4853.659668
	Iteration 37Q: 3 clusters Score -1222019 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1222032.875000 Penalty: 4853.659668
	Iteration 38Q: 3 clusters Score -1222033 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15000 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1222044.375000 Penalty: 4853.659668
	Iteration 39Q: 3 clusters Score -1222044 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1222054.000000 Penalty: 4853.659668
	Iteration 40F: 3 clusters Score -1222054 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1222064.875000 Penalty: 4853.659668
	Iteration 41Q: 3 clusters Score -1222065 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1222082.625000 Penalty: 4853.659668
	Iteration 42Q: 3 clusters Score -1222083 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1222095.000000 Penalty: 4853.659668
	Iteration 43Q: 3 clusters Score -1222095 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1222099.000000 Penalty: 4853.659668
	Iteration 44Q: 3 clusters Score -1222099 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -1222104.625000 Penalty: 4853.659668
	Iteration 45Q: 3 clusters Score -1222105 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1222107.875000 Penalty: 4853.659668
	Iteration 46Q: 3 clusters Score -1222108 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1222110.875000 Penalty: 4853.659668
	Iteration 47Q: 3 clusters Score -1222111 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15217 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1222111.250000 Penalty: 4853.659668
	Iteration 48Q: 3 clusters Score -1222111 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1222117.500000 Penalty: 4853.659668
	Iteration 49Q: 3 clusters Score -1222118 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15243 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1222120.875000 Penalty: 4853.659668
	Iteration 50Q: 3 clusters Score -1222121 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1222118.375000 Penalty: 4853.659668
	Iteration 51Q: 3 clusters Score -1222118 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1222121.625000 Penalty: 4853.659668
	Iteration 52Q: 3 clusters Score -1222122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -1222122.250000 Penalty: 4853.659668
	Iteration 53Q: 3 clusters Score -1222122 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15287 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1222123.250000 Penalty: 4853.659668
	Iteration 54Q: 3 clusters Score -1222123 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1222125.625000 Penalty: 4853.659668
	Iteration 55Q: 3 clusters Score -1222126 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1222129.250000 Penalty: 4853.659668
	Iteration 56Q: 3 clusters Score -1222129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1222128.625000 Penalty: 4853.659668
	Iteration 57Q: 3 clusters Score -1222129 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1222130.000000 Penalty: 4853.659668
	Iteration 58Q: 3 clusters Score -1222130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1222131.125000 Penalty: 4853.659668
	Iteration 59Q: 3 clusters Score -1222131 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1222133.375000 Penalty: 4853.659668
	Iteration 60F: 3 clusters Score -1222133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1222132.625000 Penalty: 4853.659668
	Iteration 61Q: 3 clusters Score -1222133 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1222132.625000 Penalty: 4853.659668
	Iteration 62F: 3 clusters Score -1222133 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 76121 members 
Mstep: Class 2 contains 24661 members 
Mstep: Class 3 contains 2318 members 
Mstep: Class 4 contains 3655 members 
Mstep: Class 5 contains 33865 members 
Mstep: Class 6 contains 154747 members 
Mstep: Class 7 contains 8849 members 
Mstep: Class 8 contains 8703 members 
Mstep: Class 9 contains 75171 members 
Mstep: Class 10 contains 53469 members 
Mstep: Class 11 contains 6625 members 
Mstep: Class 12 contains 69921 members 
Mstep: Class 13 contains 6004 members 
Mstep: Class 14 contains 15315 members 
Mstep: Class 15 contains 17658 members 
Mstep: Class 16 contains 14871 members 
Mstep: Class 17 contains 33831 members 
Mstep: Class 18 contains 7412 members 
Mstep: Class 19 contains 5632 members 
Mstep: Class 20 contains 11508 members 
Mstep: Class 21 contains 11414 members 
Mstep: Class 22 contains 9999 members 
Mstep: Class 23 contains 29400 members 
Mstep: Class 24 contains 603361 members 
Mstep: Class 25 contains 70097 members 
Mstep: Class 26 contains 7122 members 
Mstep: Class 27 contains 3228 members 
Mstep: Class 28 contains 69464 members 
Mstep: Class 29 contains 9585 members 
Mstep: Class 30 contains 14692 members 
Mstep: Class 31 contains 1921 members 
Mstep: Class 32 contains 2461 members 
Entering Unmasked Estep 
Score: -111972488.000000 Penalty: 112659.960938
Splitting cluster 14 changes total score from -111972840.000000 to -111972488.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (17658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17658 members 
Entering Unmasked Estep 
Score: -1401130.125000 Penalty: 2425.178223
	Iteration 0F: 2 clusters Score -1401130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -1388592.125000 Penalty: 4850.356445
	Iteration 0F: 3 clusters Score -1388592 nChanged 7688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -1392773.625000 Penalty: 4850.356445
	Iteration 1F: 3 clusters Score -1392774 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -1393198.875000 Penalty: 4850.356445
	Iteration 2F: 3 clusters Score -1393199 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -1393618.000000 Penalty: 4850.356445
	Iteration 3Q: 3 clusters Score -1393618 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -1393976.625000 Penalty: 4850.356445
	Iteration 4Q: 3 clusters Score -1393977 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -1394326.000000 Penalty: 4850.356445
	Iteration 5Q: 3 clusters Score -1394326 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -1394641.250000 Penalty: 4850.356445
	Iteration 6Q: 3 clusters Score -1394641 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -1394998.000000 Penalty: 4850.356445
	Iteration 7Q: 3 clusters Score -1394998 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -1395355.125000 Penalty: 4850.356445
	Iteration 8Q: 3 clusters Score -1395355 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -1395754.875000 Penalty: 4850.356445
	Iteration 9Q: 3 clusters Score -1395755 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -1396207.250000 Penalty: 4850.356445
	Iteration 10Q: 3 clusters Score -1396207 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -1396705.625000 Penalty: 4850.356445
	Iteration 11Q: 3 clusters Score -1396706 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -1397204.875000 Penalty: 4850.356445
	Iteration 12Q: 3 clusters Score -1397205 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -1397641.500000 Penalty: 4850.356445
	Iteration 13Q: 3 clusters Score -1397642 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -1398001.875000 Penalty: 4850.356445
	Iteration 14Q: 3 clusters Score -1398002 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -1398236.250000 Penalty: 4850.356445
	Iteration 15Q: 3 clusters Score -1398236 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -1398415.875000 Penalty: 4850.356445
	Iteration 16Q: 3 clusters Score -1398416 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 14651 members 
Entering Unmasked Estep 
Score: -1398574.500000 Penalty: 4850.356445
	Iteration 17Q: 3 clusters Score -1398574 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -1398725.125000 Penalty: 4850.356445
	Iteration 18Q: 3 clusters Score -1398725 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
Score: -1398870.000000 Penalty: 4850.356445
	Iteration 19Q: 3 clusters Score -1398870 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
Score: -1399033.125000 Penalty: 4850.356445
	Iteration 20F: 3 clusters Score -1399033 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 15730 members 
Entering Unmasked Estep 
Score: -1399206.000000 Penalty: 4850.356445
	Iteration 21Q: 3 clusters Score -1399206 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
Score: -1399392.375000 Penalty: 4850.356445
	Iteration 22Q: 3 clusters Score -1399392 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -1399580.625000 Penalty: 4850.356445
	Iteration 23Q: 3 clusters Score -1399581 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 16241 members 
Entering Unmasked Estep 
Score: -1399690.625000 Penalty: 4850.356445
	Iteration 24Q: 3 clusters Score -1399691 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 16308 members 
Entering Unmasked Estep 
Score: -1399739.500000 Penalty: 4850.356445
	Iteration 25Q: 3 clusters Score -1399740 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 16350 members 
Entering Unmasked Estep 
Score: -1399763.500000 Penalty: 4850.356445
	Iteration 26Q: 3 clusters Score -1399764 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -1399785.000000 Penalty: 4850.356445
	Iteration 27Q: 3 clusters Score -1399785 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -1399790.250000 Penalty: 4850.356445
	Iteration 28Q: 3 clusters Score -1399790 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -1399791.000000 Penalty: 4850.356445
	Iteration 29Q: 3 clusters Score -1399791 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 16413 members 
Entering Unmasked Estep 
Score: -1399793.750000 Penalty: 4850.356445
	Iteration 30Q: 3 clusters Score -1399794 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -1399798.875000 Penalty: 4850.356445
	Iteration 31Q: 3 clusters Score -1399799 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 16429 members 
Entering Unmasked Estep 
Score: -1399801.250000 Penalty: 4850.356445
	Iteration 32Q: 3 clusters Score -1399801 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 16435 members 
Entering Unmasked Estep 
Score: -1399803.750000 Penalty: 4850.356445
	Iteration 33Q: 3 clusters Score -1399804 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 16442 members 
Entering Unmasked Estep 
Score: -1399803.000000 Penalty: 4850.356445
	Iteration 34Q: 3 clusters Score -1399803 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 16447 members 
Entering Unmasked Estep 
Score: -1399809.375000 Penalty: 4850.356445
	Iteration 35Q: 3 clusters Score -1399809 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 16451 members 
Entering Unmasked Estep 
Score: -1399806.750000 Penalty: 4850.356445
	Iteration 36Q: 3 clusters Score -1399807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 16456 members 
Entering Unmasked Estep 
Score: -1399809.625000 Penalty: 4850.356445
	Iteration 37Q: 3 clusters Score -1399810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -1399810.000000 Penalty: 4850.356445
	Iteration 38Q: 3 clusters Score -1399810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -1399810.000000 Penalty: 4850.356445
	Iteration 39F: 3 clusters Score -1399810 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (14871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Entering Unmasked Estep 
Score: -1102234.250000 Penalty: 2382.577637
	Iteration 0F: 2 clusters Score -1102234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1091445.000000 Penalty: 4765.155273
	Iteration 0F: 3 clusters Score -1091445 nChanged 6359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -1094880.375000 Penalty: 4765.155273
	Iteration 1F: 3 clusters Score -1094880 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1095358.375000 Penalty: 4765.155273
	Iteration 2F: 3 clusters Score -1095358 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1095852.625000 Penalty: 4765.155273
	Iteration 3F: 3 clusters Score -1095853 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1096397.375000 Penalty: 4765.155273
	Iteration 4F: 3 clusters Score -1096397 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1096957.125000 Penalty: 4765.155273
	Iteration 5F: 3 clusters Score -1096957 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1097467.250000 Penalty: 4765.155273
	Iteration 6F: 3 clusters Score -1097467 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1097923.125000 Penalty: 4765.155273
	Iteration 7Q: 3 clusters Score -1097923 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1098333.375000 Penalty: 4765.155273
	Iteration 8Q: 3 clusters Score -1098333 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1098632.000000 Penalty: 4765.155273
	Iteration 9Q: 3 clusters Score -1098632 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1098862.000000 Penalty: 4765.155273
	Iteration 10Q: 3 clusters Score -1098862 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1099019.000000 Penalty: 4765.155273
	Iteration 11Q: 3 clusters Score -1099019 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1099138.750000 Penalty: 4765.155273
	Iteration 12Q: 3 clusters Score -1099139 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1099251.000000 Penalty: 4765.155273
	Iteration 13Q: 3 clusters Score -1099251 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1099342.625000 Penalty: 4765.155273
	Iteration 14Q: 3 clusters Score -1099343 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1099425.375000 Penalty: 4765.155273
	Iteration 15Q: 3 clusters Score -1099425 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1099504.500000 Penalty: 4765.155273
	Iteration 16Q: 3 clusters Score -1099504 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1099575.000000 Penalty: 4765.155273
	Iteration 17Q: 3 clusters Score -1099575 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1099669.250000 Penalty: 4765.155273
	Iteration 18Q: 3 clusters Score -1099669 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -1099773.375000 Penalty: 4765.155273
	Iteration 19Q: 3 clusters Score -1099773 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1099885.750000 Penalty: 4765.155273
	Iteration 20F: 3 clusters Score -1099886 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1099968.750000 Penalty: 4765.155273
	Iteration 21Q: 3 clusters Score -1099969 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1100039.625000 Penalty: 4765.155273
	Iteration 22Q: 3 clusters Score -1100040 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1100094.500000 Penalty: 4765.155273
	Iteration 23Q: 3 clusters Score -1100094 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1100139.625000 Penalty: 4765.155273
	Iteration 24Q: 3 clusters Score -1100140 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1100194.125000 Penalty: 4765.155273
	Iteration 25Q: 3 clusters Score -1100194 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1100239.500000 Penalty: 4765.155273
	Iteration 26Q: 3 clusters Score -1100240 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1100277.125000 Penalty: 4765.155273
	Iteration 27Q: 3 clusters Score -1100277 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1100325.750000 Penalty: 4765.155273
	Iteration 28Q: 3 clusters Score -1100326 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1100375.750000 Penalty: 4765.155273
	Iteration 29Q: 3 clusters Score -1100376 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1100418.500000 Penalty: 4765.155273
	Iteration 30Q: 3 clusters Score -1100418 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1100449.750000 Penalty: 4765.155273
	Iteration 31Q: 3 clusters Score -1100450 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1100484.875000 Penalty: 4765.155273
	Iteration 32Q: 3 clusters Score -1100485 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1100523.125000 Penalty: 4765.155273
	Iteration 33Q: 3 clusters Score -1100523 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1100562.875000 Penalty: 4765.155273
	Iteration 34Q: 3 clusters Score -1100563 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1100611.125000 Penalty: 4765.155273
	Iteration 35Q: 3 clusters Score -1100611 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1100650.375000 Penalty: 4765.155273
	Iteration 36Q: 3 clusters Score -1100650 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1100686.875000 Penalty: 4765.155273
	Iteration 37Q: 3 clusters Score -1100687 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1100722.625000 Penalty: 4765.155273
	Iteration 38Q: 3 clusters Score -1100723 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1100740.875000 Penalty: 4765.155273
	Iteration 39Q: 3 clusters Score -1100741 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1100759.750000 Penalty: 4765.155273
	Iteration 40F: 3 clusters Score -1100760 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1100770.000000 Penalty: 4765.155273
	Iteration 41Q: 3 clusters Score -1100770 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1100774.875000 Penalty: 4765.155273
	Iteration 42Q: 3 clusters Score -1100775 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1100779.875000 Penalty: 4765.155273
	Iteration 43Q: 3 clusters Score -1100780 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1100786.625000 Penalty: 4765.155273
	Iteration 44Q: 3 clusters Score -1100787 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1100794.000000 Penalty: 4765.155273
	Iteration 45Q: 3 clusters Score -1100794 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1100803.500000 Penalty: 4765.155273
	Iteration 46Q: 3 clusters Score -1100804 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1100808.500000 Penalty: 4765.155273
	Iteration 47Q: 3 clusters Score -1100808 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1100817.375000 Penalty: 4765.155273
	Iteration 48Q: 3 clusters Score -1100817 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1100819.250000 Penalty: 4765.155273
	Iteration 49Q: 3 clusters Score -1100819 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1100822.250000 Penalty: 4765.155273
	Iteration 50Q: 3 clusters Score -1100822 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1100826.500000 Penalty: 4765.155273
	Iteration 51Q: 3 clusters Score -1100826 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1100832.000000 Penalty: 4765.155273
	Iteration 52Q: 3 clusters Score -1100832 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1100835.375000 Penalty: 4765.155273
	Iteration 53Q: 3 clusters Score -1100835 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1100839.875000 Penalty: 4765.155273
	Iteration 54Q: 3 clusters Score -1100840 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1100842.250000 Penalty: 4765.155273
	Iteration 55Q: 3 clusters Score -1100842 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1100844.000000 Penalty: 4765.155273
	Iteration 56Q: 3 clusters Score -1100844 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1100844.500000 Penalty: 4765.155273
	Iteration 57Q: 3 clusters Score -1100844 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1100848.750000 Penalty: 4765.155273
	Iteration 58Q: 3 clusters Score -1100849 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1100851.125000 Penalty: 4765.155273
	Iteration 59Q: 3 clusters Score -1100851 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1100852.250000 Penalty: 4765.155273
	Iteration 60F: 3 clusters Score -1100852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1100854.500000 Penalty: 4765.155273
	Iteration 61Q: 3 clusters Score -1100854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1100855.750000 Penalty: 4765.155273
	Iteration 62Q: 3 clusters Score -1100856 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1100861.500000 Penalty: 4765.155273
	Iteration 63Q: 3 clusters Score -1100862 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1100865.250000 Penalty: 4765.155273
	Iteration 64Q: 3 clusters Score -1100865 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1100870.500000 Penalty: 4765.155273
	Iteration 65Q: 3 clusters Score -1100870 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1100874.750000 Penalty: 4765.155273
	Iteration 66Q: 3 clusters Score -1100875 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1100876.250000 Penalty: 4765.155273
	Iteration 67Q: 3 clusters Score -1100876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1100880.500000 Penalty: 4765.155273
	Iteration 68Q: 3 clusters Score -1100880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1100882.250000 Penalty: 4765.155273
	Iteration 69Q: 3 clusters Score -1100882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1100885.250000 Penalty: 4765.155273
	Iteration 70Q: 3 clusters Score -1100885 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1100886.875000 Penalty: 4765.155273
	Iteration 71Q: 3 clusters Score -1100887 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1100887.250000 Penalty: 4765.155273
	Iteration 72Q: 3 clusters Score -1100887 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1100888.875000 Penalty: 4765.155273
	Iteration 73Q: 3 clusters Score -1100889 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1100894.750000 Penalty: 4765.155273
	Iteration 74Q: 3 clusters Score -1100895 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1100895.625000 Penalty: 4765.155273
	Iteration 75Q: 3 clusters Score -1100896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1100899.500000 Penalty: 4765.155273
	Iteration 76Q: 3 clusters Score -1100900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1100900.375000 Penalty: 4765.155273
	Iteration 77Q: 3 clusters Score -1100900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1100900.375000 Penalty: 4765.155273
	Iteration 78Q: 3 clusters Score -1100900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1100900.375000 Penalty: 4765.155273
	Iteration 79Q: 3 clusters Score -1100900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1100900.625000 Penalty: 4765.155273
	Iteration 80F: 3 clusters Score -1100901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1100901.375000 Penalty: 4765.155273
	Iteration 81Q: 3 clusters Score -1100901 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1100902.125000 Penalty: 4765.155273
	Iteration 82Q: 3 clusters Score -1100902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1100902.375000 Penalty: 4765.155273
	Iteration 83Q: 3 clusters Score -1100902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1100902.000000 Penalty: 4765.155273
	Iteration 84Q: 3 clusters Score -1100902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1100900.875000 Penalty: 4765.155273
	Iteration 85Q: 3 clusters Score -1100901 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1100904.125000 Penalty: 4765.155273
	Iteration 86Q: 3 clusters Score -1100904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1100906.750000 Penalty: 4765.155273
	Iteration 87Q: 3 clusters Score -1100907 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1100913.000000 Penalty: 4765.155273
	Iteration 88Q: 3 clusters Score -1100913 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1100912.125000 Penalty: 4765.155273
	Iteration 89Q: 3 clusters Score -1100912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1100915.625000 Penalty: 4765.155273
	Iteration 90Q: 3 clusters Score -1100916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1100919.250000 Penalty: 4765.155273
	Iteration 91Q: 3 clusters Score -1100919 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1100919.875000 Penalty: 4765.155273
	Iteration 92Q: 3 clusters Score -1100920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1100920.000000 Penalty: 4765.155273
	Iteration 93Q: 3 clusters Score -1100920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1100920.750000 Penalty: 4765.155273
	Iteration 94Q: 3 clusters Score -1100921 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1100922.000000 Penalty: 4765.155273
	Iteration 95Q: 3 clusters Score -1100922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1100922.000000 Penalty: 4765.155273
	Iteration 96Q: 3 clusters Score -1100922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1100923.000000 Penalty: 4765.155273
	Iteration 97Q: 3 clusters Score -1100923 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1100923.000000 Penalty: 4765.155273
	Iteration 98F: 3 clusters Score -1100923 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (33831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33831 members 
Entering Unmasked Estep 
Score: -2645771.500000 Penalty: 2586.424805
	Iteration 0F: 2 clusters Score -2645772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16911 members 
Mstep: Class 2 contains 16920 members 
Entering Unmasked Estep 
Score: -2622576.250000 Penalty: 5172.849609
	Iteration 0F: 3 clusters Score -2622576 nChanged 15361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16694 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
Score: -2631087.750000 Penalty: 5172.849609
	Iteration 1F: 3 clusters Score -2631088 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16660 members 
Mstep: Class 2 contains 17171 members 
Entering Unmasked Estep 
Score: -2631582.750000 Penalty: 5172.849609
	Iteration 2Q: 3 clusters Score -2631583 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16601 members 
Mstep: Class 2 contains 17230 members 
Entering Unmasked Estep 
Score: -2632062.250000 Penalty: 5172.849609
	Iteration 3Q: 3 clusters Score -2632062 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16534 members 
Mstep: Class 2 contains 17297 members 
Entering Unmasked Estep 
Score: -2632587.750000 Penalty: 5172.849609
	Iteration 4Q: 3 clusters Score -2632588 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 17335 members 
Entering Unmasked Estep 
Score: -2633182.500000 Penalty: 5172.849609
	Iteration 5Q: 3 clusters Score -2633182 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16439 members 
Mstep: Class 2 contains 17392 members 
Entering Unmasked Estep 
Score: -2633853.500000 Penalty: 5172.849609
	Iteration 6Q: 3 clusters Score -2633854 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 17458 members 
Entering Unmasked Estep 
Score: -2634663.000000 Penalty: 5172.849609
	Iteration 7Q: 3 clusters Score -2634663 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
Score: -2635617.750000 Penalty: 5172.849609
	Iteration 8F: 3 clusters Score -2635618 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 17771 members 
Entering Unmasked Estep 
Score: -2636613.000000 Penalty: 5172.849609
	Iteration 9F: 3 clusters Score -2636613 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15813 members 
Mstep: Class 2 contains 18018 members 
Entering Unmasked Estep 
Score: -2637665.500000 Penalty: 5172.849609
	Iteration 10F: 3 clusters Score -2637666 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 18290 members 
Entering Unmasked Estep 
Score: -2638632.250000 Penalty: 5172.849609
	Iteration 11Q: 3 clusters Score -2638632 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -2639441.000000 Penalty: 5172.849609
	Iteration 12Q: 3 clusters Score -2639441 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 18713 members 
Entering Unmasked Estep 
Score: -2639970.500000 Penalty: 5172.849609
	Iteration 13Q: 3 clusters Score -2639970 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 18884 members 
Entering Unmasked Estep 
Score: -2640261.750000 Penalty: 5172.849609
	Iteration 14Q: 3 clusters Score -2640262 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 18979 members 
Entering Unmasked Estep 
Score: -2640442.000000 Penalty: 5172.849609
	Iteration 15Q: 3 clusters Score -2640442 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 19032 members 
Entering Unmasked Estep 
Score: -2640551.000000 Penalty: 5172.849609
	Iteration 16Q: 3 clusters Score -2640551 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 19053 members 
Entering Unmasked Estep 
Score: -2640612.750000 Penalty: 5172.849609
	Iteration 17Q: 3 clusters Score -2640613 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 19059 members 
Entering Unmasked Estep 
Score: -2640658.750000 Penalty: 5172.849609
	Iteration 18Q: 3 clusters Score -2640659 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14781 members 
Mstep: Class 2 contains 19050 members 
Entering Unmasked Estep 
Score: -2640697.000000 Penalty: 5172.849609
	Iteration 19Q: 3 clusters Score -2640697 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 19028 members 
Entering Unmasked Estep 
Score: -2640721.500000 Penalty: 5172.849609
	Iteration 20F: 3 clusters Score -2640722 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 18992 members 
Entering Unmasked Estep 
Score: -2640747.750000 Penalty: 5172.849609
	Iteration 21Q: 3 clusters Score -2640748 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 18968 members 
Entering Unmasked Estep 
Score: -2640785.000000 Penalty: 5172.849609
	Iteration 22Q: 3 clusters Score -2640785 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 18924 members 
Entering Unmasked Estep 
Score: -2640814.500000 Penalty: 5172.849609
	Iteration 23Q: 3 clusters Score -2640814 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 18861 members 
Entering Unmasked Estep 
Score: -2640840.250000 Penalty: 5172.849609
	Iteration 24Q: 3 clusters Score -2640840 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 18786 members 
Entering Unmasked Estep 
Score: -2640861.500000 Penalty: 5172.849609
	Iteration 25Q: 3 clusters Score -2640862 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15100 members 
Mstep: Class 2 contains 18731 members 
Entering Unmasked Estep 
Score: -2640893.500000 Penalty: 5172.849609
	Iteration 26Q: 3 clusters Score -2640894 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 18659 members 
Entering Unmasked Estep 
Score: -2640931.500000 Penalty: 5172.849609
	Iteration 27Q: 3 clusters Score -2640932 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 18582 members 
Entering Unmasked Estep 
Score: -2640953.250000 Penalty: 5172.849609
	Iteration 28Q: 3 clusters Score -2640953 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 18525 members 
Entering Unmasked Estep 
Score: -2640990.000000 Penalty: 5172.849609
	Iteration 29Q: 3 clusters Score -2640990 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15371 members 
Mstep: Class 2 contains 18460 members 
Entering Unmasked Estep 
Score: -2641020.000000 Penalty: 5172.849609
	Iteration 30Q: 3 clusters Score -2641020 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 18399 members 
Entering Unmasked Estep 
Score: -2641039.250000 Penalty: 5172.849609
	Iteration 31Q: 3 clusters Score -2641039 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 18338 members 
Entering Unmasked Estep 
Score: -2641055.250000 Penalty: 5172.849609
	Iteration 32Q: 3 clusters Score -2641055 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15580 members 
Mstep: Class 2 contains 18251 members 
Entering Unmasked Estep 
Score: -2641073.750000 Penalty: 5172.849609
	Iteration 33Q: 3 clusters Score -2641074 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 18166 members 
Entering Unmasked Estep 
Score: -2641103.250000 Penalty: 5172.849609
	Iteration 34Q: 3 clusters Score -2641103 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15742 members 
Mstep: Class 2 contains 18089 members 
Entering Unmasked Estep 
Score: -2641120.250000 Penalty: 5172.849609
	Iteration 35Q: 3 clusters Score -2641120 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15822 members 
Mstep: Class 2 contains 18009 members 
Entering Unmasked Estep 
Score: -2641151.000000 Penalty: 5172.849609
	Iteration 36Q: 3 clusters Score -2641151 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 17915 members 
Entering Unmasked Estep 
Score: -2641184.500000 Penalty: 5172.849609
	Iteration 37Q: 3 clusters Score -2641184 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16040 members 
Mstep: Class 2 contains 17791 members 
Entering Unmasked Estep 
Score: -2641203.000000 Penalty: 5172.849609
	Iteration 38Q: 3 clusters Score -2641203 nChanged 192
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16160 members 
Mstep: Class 2 contains 17671 members 
Entering Unmasked Estep 
Score: -2641243.500000 Penalty: 5172.849609
	Iteration 39Q: 3 clusters Score -2641244 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16283 members 
Mstep: Class 2 contains 17548 members 
Entering Unmasked Estep 
Score: -2641263.750000 Penalty: 5172.849609
	Iteration 40F: 3 clusters Score -2641264 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16395 members 
Mstep: Class 2 contains 17436 members 
Entering Unmasked Estep 
Score: -2641285.000000 Penalty: 5172.849609
	Iteration 41Q: 3 clusters Score -2641285 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16511 members 
Mstep: Class 2 contains 17320 members 
Entering Unmasked Estep 
Score: -2641310.000000 Penalty: 5172.849609
	Iteration 42Q: 3 clusters Score -2641310 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16638 members 
Mstep: Class 2 contains 17193 members 
Entering Unmasked Estep 
Score: -2641334.750000 Penalty: 5172.849609
	Iteration 43Q: 3 clusters Score -2641335 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
Score: -2641361.000000 Penalty: 5172.849609
	Iteration 44Q: 3 clusters Score -2641361 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16851 members 
Mstep: Class 2 contains 16980 members 
Entering Unmasked Estep 
Score: -2641375.500000 Penalty: 5172.849609
	Iteration 45Q: 3 clusters Score -2641376 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16965 members 
Mstep: Class 2 contains 16866 members 
Entering Unmasked Estep 
Score: -2641400.000000 Penalty: 5172.849609
	Iteration 46Q: 3 clusters Score -2641400 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17085 members 
Mstep: Class 2 contains 16746 members 
Entering Unmasked Estep 
Score: -2641420.250000 Penalty: 5172.849609
	Iteration 47Q: 3 clusters Score -2641420 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17204 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -2641429.500000 Penalty: 5172.849609
	Iteration 48Q: 3 clusters Score -2641430 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17313 members 
Mstep: Class 2 contains 16518 members 
Entering Unmasked Estep 
Score: -2641447.000000 Penalty: 5172.849609
	Iteration 49Q: 3 clusters Score -2641447 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17413 members 
Mstep: Class 2 contains 16418 members 
Entering Unmasked Estep 
Score: -2641467.750000 Penalty: 5172.849609
	Iteration 50Q: 3 clusters Score -2641468 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17537 members 
Mstep: Class 2 contains 16294 members 
Entering Unmasked Estep 
Score: -2641481.750000 Penalty: 5172.849609
	Iteration 51Q: 3 clusters Score -2641482 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17691 members 
Mstep: Class 2 contains 16140 members 
Entering Unmasked Estep 
Score: -2641509.000000 Penalty: 5172.849609
	Iteration 52Q: 3 clusters Score -2641509 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17842 members 
Mstep: Class 2 contains 15989 members 
Entering Unmasked Estep 
Score: -2641536.750000 Penalty: 5172.849609
	Iteration 53Q: 3 clusters Score -2641537 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17996 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -2641556.250000 Penalty: 5172.849609
	Iteration 54Q: 3 clusters Score -2641556 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18134 members 
Mstep: Class 2 contains 15697 members 
Entering Unmasked Estep 
Score: -2641565.500000 Penalty: 5172.849609
	Iteration 55Q: 3 clusters Score -2641566 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18264 members 
Mstep: Class 2 contains 15567 members 
Entering Unmasked Estep 
Score: -2641582.000000 Penalty: 5172.849609
	Iteration 56Q: 3 clusters Score -2641582 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18393 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
Score: -2641594.500000 Penalty: 5172.849609
	Iteration 57Q: 3 clusters Score -2641594 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18531 members 
Mstep: Class 2 contains 15300 members 
Entering Unmasked Estep 
Score: -2641607.500000 Penalty: 5172.849609
	Iteration 58Q: 3 clusters Score -2641608 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18672 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -2641635.000000 Penalty: 5172.849609
	Iteration 59Q: 3 clusters Score -2641635 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18809 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -2641643.500000 Penalty: 5172.849609
	Iteration 60F: 3 clusters Score -2641644 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18944 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -2641660.750000 Penalty: 5172.849609
	Iteration 61Q: 3 clusters Score -2641661 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19082 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -2641679.250000 Penalty: 5172.849609
	Iteration 62Q: 3 clusters Score -2641679 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19206 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -2641695.000000 Penalty: 5172.849609
	Iteration 63Q: 3 clusters Score -2641695 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19343 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -2641702.500000 Penalty: 5172.849609
	Iteration 64Q: 3 clusters Score -2641702 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19462 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -2641723.500000 Penalty: 5172.849609
	Iteration 65Q: 3 clusters Score -2641724 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19579 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -2641740.250000 Penalty: 5172.849609
	Iteration 66Q: 3 clusters Score -2641740 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19698 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -2641749.500000 Penalty: 5172.849609
	Iteration 67Q: 3 clusters Score -2641750 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19807 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -2641770.000000 Penalty: 5172.849609
	Iteration 68Q: 3 clusters Score -2641770 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19907 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -2641778.500000 Penalty: 5172.849609
	Iteration 69Q: 3 clusters Score -2641778 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20001 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -2641787.500000 Penalty: 5172.849609
	Iteration 70Q: 3 clusters Score -2641788 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20110 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -2641805.750000 Penalty: 5172.849609
	Iteration 71Q: 3 clusters Score -2641806 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20225 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -2641813.000000 Penalty: 5172.849609
	Iteration 72Q: 3 clusters Score -2641813 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20335 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -2641821.750000 Penalty: 5172.849609
	Iteration 73Q: 3 clusters Score -2641822 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20436 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -2641834.750000 Penalty: 5172.849609
	Iteration 74Q: 3 clusters Score -2641835 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20536 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -2641849.500000 Penalty: 5172.849609
	Iteration 75Q: 3 clusters Score -2641850 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20643 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -2641870.250000 Penalty: 5172.849609
	Iteration 76Q: 3 clusters Score -2641870 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20736 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -2641863.500000 Penalty: 5172.849609
	Iteration 77Q: 3 clusters Score -2641864 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20828 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -2641870.750000 Penalty: 5172.849609
	Iteration 78Q: 3 clusters Score -2641871 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20912 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -2641880.500000 Penalty: 5172.849609
	Iteration 79Q: 3 clusters Score -2641880 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20996 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -2641887.500000 Penalty: 5172.849609
	Iteration 80F: 3 clusters Score -2641888 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21088 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -2641891.750000 Penalty: 5172.849609
	Iteration 81Q: 3 clusters Score -2641892 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21194 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -2641905.750000 Penalty: 5172.849609
	Iteration 82Q: 3 clusters Score -2641906 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21281 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -2641911.250000 Penalty: 5172.849609
	Iteration 83Q: 3 clusters Score -2641911 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21366 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -2641918.250000 Penalty: 5172.849609
	Iteration 84Q: 3 clusters Score -2641918 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21478 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -2641926.500000 Penalty: 5172.849609
	Iteration 85Q: 3 clusters Score -2641926 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21587 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -2641948.000000 Penalty: 5172.849609
	Iteration 86Q: 3 clusters Score -2641948 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21695 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -2641953.250000 Penalty: 5172.849609
	Iteration 87Q: 3 clusters Score -2641953 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21799 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -2641970.000000 Penalty: 5172.849609
	Iteration 88Q: 3 clusters Score -2641970 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21901 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -2641979.500000 Penalty: 5172.849609
	Iteration 89Q: 3 clusters Score -2641980 nChanged 110
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22007 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -2641989.500000 Penalty: 5172.849609
	Iteration 90Q: 3 clusters Score -2641990 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22112 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -2642014.750000 Penalty: 5172.849609
	Iteration 91Q: 3 clusters Score -2642015 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22224 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -2642017.000000 Penalty: 5172.849609
	Iteration 92Q: 3 clusters Score -2642017 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22333 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -2642040.000000 Penalty: 5172.849609
	Iteration 93Q: 3 clusters Score -2642040 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22459 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -2642064.750000 Penalty: 5172.849609
	Iteration 94Q: 3 clusters Score -2642065 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22589 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -2642071.000000 Penalty: 5172.849609
	Iteration 95Q: 3 clusters Score -2642071 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22724 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -2642095.750000 Penalty: 5172.849609
	Iteration 96Q: 3 clusters Score -2642096 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22872 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -2642128.750000 Penalty: 5172.849609
	Iteration 97Q: 3 clusters Score -2642129 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23016 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -2642149.000000 Penalty: 5172.849609
	Iteration 98Q: 3 clusters Score -2642149 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23156 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -2642160.000000 Penalty: 5172.849609
	Iteration 99Q: 3 clusters Score -2642160 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23270 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -2642158.750000 Penalty: 5172.849609
	Iteration 100F: 3 clusters Score -2642159 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23386 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -2642183.000000 Penalty: 5172.849609
	Iteration 101Q: 3 clusters Score -2642183 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23498 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -2642200.250000 Penalty: 5172.849609
	Iteration 102Q: 3 clusters Score -2642200 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23616 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -2642218.500000 Penalty: 5172.849609
	Iteration 103Q: 3 clusters Score -2642218 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23718 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -2642236.000000 Penalty: 5172.849609
	Iteration 104Q: 3 clusters Score -2642236 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23808 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -2642236.500000 Penalty: 5172.849609
	Iteration 105Q: 3 clusters Score -2642236 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23897 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -2642244.000000 Penalty: 5172.849609
	Iteration 106Q: 3 clusters Score -2642244 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23983 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -2642264.250000 Penalty: 5172.849609
	Iteration 107Q: 3 clusters Score -2642264 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24068 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -2642268.000000 Penalty: 5172.849609
	Iteration 108Q: 3 clusters Score -2642268 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24141 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -2642267.750000 Penalty: 5172.849609
	Iteration 109Q: 3 clusters Score -2642268 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24202 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -2642280.750000 Penalty: 5172.849609
	Iteration 110Q: 3 clusters Score -2642281 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24261 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -2642273.000000 Penalty: 5172.849609
	Iteration 111Q: 3 clusters Score -2642273 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24308 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -2642279.250000 Penalty: 5172.849609
	Iteration 112Q: 3 clusters Score -2642279 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24351 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -2642289.500000 Penalty: 5172.849609
	Iteration 113Q: 3 clusters Score -2642290 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24391 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -2642288.250000 Penalty: 5172.849609
	Iteration 114Q: 3 clusters Score -2642288 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24424 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -2642290.000000 Penalty: 5172.849609
	Iteration 115Q: 3 clusters Score -2642290 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24456 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -2642288.750000 Penalty: 5172.849609
	Iteration 116Q: 3 clusters Score -2642289 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24482 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -2642292.750000 Penalty: 5172.849609
	Iteration 117Q: 3 clusters Score -2642293 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24510 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -2642296.250000 Penalty: 5172.849609
	Iteration 118Q: 3 clusters Score -2642296 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24534 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -2642300.250000 Penalty: 5172.849609
	Iteration 119Q: 3 clusters Score -2642300 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24562 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -2642297.000000 Penalty: 5172.849609
	Iteration 120F: 3 clusters Score -2642297 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24584 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -2642296.750000 Penalty: 5172.849609
	Iteration 121Q: 3 clusters Score -2642297 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24606 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -2642296.250000 Penalty: 5172.849609
	Iteration 122Q: 3 clusters Score -2642296 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24625 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -2642299.750000 Penalty: 5172.849609
	Iteration 123Q: 3 clusters Score -2642300 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24648 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -2642300.250000 Penalty: 5172.849609
	Iteration 124Q: 3 clusters Score -2642300 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24668 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -2642305.750000 Penalty: 5172.849609
	Iteration 125Q: 3 clusters Score -2642306 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24684 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -2642306.500000 Penalty: 5172.849609
	Iteration 126Q: 3 clusters Score -2642306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24695 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -2642311.000000 Penalty: 5172.849609
	Iteration 127Q: 3 clusters Score -2642311 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24704 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -2642310.250000 Penalty: 5172.849609
	Iteration 128Q: 3 clusters Score -2642310 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24719 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -2642313.250000 Penalty: 5172.849609
	Iteration 129Q: 3 clusters Score -2642313 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24731 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -2642312.250000 Penalty: 5172.849609
	Iteration 130Q: 3 clusters Score -2642312 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24743 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -2642314.250000 Penalty: 5172.849609
	Iteration 131Q: 3 clusters Score -2642314 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24758 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -2642308.000000 Penalty: 5172.849609
	Iteration 132Q: 3 clusters Score -2642308 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24776 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -2642310.500000 Penalty: 5172.849609
	Iteration 133Q: 3 clusters Score -2642310 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24797 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -2642314.250000 Penalty: 5172.849609
	Iteration 134Q: 3 clusters Score -2642314 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24816 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -2642316.500000 Penalty: 5172.849609
	Iteration 135Q: 3 clusters Score -2642316 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24832 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -2642315.000000 Penalty: 5172.849609
	Iteration 136Q: 3 clusters Score -2642315 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24848 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -2642319.750000 Penalty: 5172.849609
	Iteration 137Q: 3 clusters Score -2642320 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24860 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -2642314.500000 Penalty: 5172.849609
	Iteration 138Q: 3 clusters Score -2642314 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24871 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -2642313.250000 Penalty: 5172.849609
	Iteration 139Q: 3 clusters Score -2642313 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24886 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -2642311.000000 Penalty: 5172.849609
	Iteration 140F: 3 clusters Score -2642311 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24903 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -2642314.750000 Penalty: 5172.849609
	Iteration 141Q: 3 clusters Score -2642315 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24926 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -2642311.000000 Penalty: 5172.849609
	Iteration 142Q: 3 clusters Score -2642311 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24943 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -2642315.000000 Penalty: 5172.849609
	Iteration 143Q: 3 clusters Score -2642315 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24968 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -2642312.500000 Penalty: 5172.849609
	Iteration 144Q: 3 clusters Score -2642312 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24983 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -2642314.750000 Penalty: 5172.849609
	Iteration 145Q: 3 clusters Score -2642315 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24998 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -2642316.250000 Penalty: 5172.849609
	Iteration 146Q: 3 clusters Score -2642316 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25016 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -2642319.250000 Penalty: 5172.849609
	Iteration 147Q: 3 clusters Score -2642319 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25027 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -2642314.750000 Penalty: 5172.849609
	Iteration 148Q: 3 clusters Score -2642315 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25039 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -2642317.750000 Penalty: 5172.849609
	Iteration 149Q: 3 clusters Score -2642318 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25054 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -2642323.000000 Penalty: 5172.849609
	Iteration 150Q: 3 clusters Score -2642323 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25067 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -2642328.500000 Penalty: 5172.849609
	Iteration 151Q: 3 clusters Score -2642328 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25081 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -2642325.000000 Penalty: 5172.849609
	Iteration 152Q: 3 clusters Score -2642325 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25089 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -2642330.000000 Penalty: 5172.849609
	Iteration 153Q: 3 clusters Score -2642330 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25099 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -2642331.000000 Penalty: 5172.849609
	Iteration 154Q: 3 clusters Score -2642331 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25106 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -2642328.250000 Penalty: 5172.849609
	Iteration 155Q: 3 clusters Score -2642328 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25113 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -2642327.750000 Penalty: 5172.849609
	Iteration 156Q: 3 clusters Score -2642328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25118 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -2642333.250000 Penalty: 5172.849609
	Iteration 157Q: 3 clusters Score -2642333 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25124 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -2642332.000000 Penalty: 5172.849609
	Iteration 158Q: 3 clusters Score -2642332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25131 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -2642333.500000 Penalty: 5172.849609
	Iteration 159Q: 3 clusters Score -2642334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25137 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -2642333.500000 Penalty: 5172.849609
	Iteration 160F: 3 clusters Score -2642334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25140 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -2642333.500000 Penalty: 5172.849609
	Iteration 161Q: 3 clusters Score -2642334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25146 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -2642330.750000 Penalty: 5172.849609
	Iteration 162Q: 3 clusters Score -2642331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25150 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -2642335.500000 Penalty: 5172.849609
	Iteration 163Q: 3 clusters Score -2642336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25153 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -2642330.750000 Penalty: 5172.849609
	Iteration 164Q: 3 clusters Score -2642331 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25159 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -2642334.000000 Penalty: 5172.849609
	Iteration 165Q: 3 clusters Score -2642334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25164 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -2642334.250000 Penalty: 5172.849609
	Iteration 166Q: 3 clusters Score -2642334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25166 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -2642335.250000 Penalty: 5172.849609
	Iteration 167Q: 3 clusters Score -2642335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25169 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -2642328.500000 Penalty: 5172.849609
	Iteration 168Q: 3 clusters Score -2642328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25173 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -2642330.500000 Penalty: 5172.849609
	Iteration 169Q: 3 clusters Score -2642330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25175 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -2642330.500000 Penalty: 5172.849609
	Iteration 170Q: 3 clusters Score -2642330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25175 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -2642330.500000 Penalty: 5172.849609
	Iteration 171F: 3 clusters Score -2642330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Entering Unmasked Estep 
Score: -625759.000000 Penalty: 2209.892090
	Iteration 0F: 2 clusters Score -625759 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -619716.750000 Penalty: 4419.784180
	Iteration 0F: 3 clusters Score -619716.8 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -621249.125000 Penalty: 4419.784180
	Iteration 1F: 3 clusters Score -621249.1 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -621464.000000 Penalty: 4419.784180
	Iteration 2F: 3 clusters Score -621464 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -621610.500000 Penalty: 4419.784180
	Iteration 3Q: 3 clusters Score -621610.5 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -621718.750000 Penalty: 4419.784180
	Iteration 4Q: 3 clusters Score -621718.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -621796.875000 Penalty: 4419.784180
	Iteration 5Q: 3 clusters Score -621796.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -621852.312500 Penalty: 4419.784180
	Iteration 6Q: 3 clusters Score -621852.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -621898.687500 Penalty: 4419.784180
	Iteration 7Q: 3 clusters Score -621898.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -621939.187500 Penalty: 4419.784180
	Iteration 8Q: 3 clusters Score -621939.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -621977.437500 Penalty: 4419.784180
	Iteration 9Q: 3 clusters Score -621977.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -622013.000000 Penalty: 4419.784180
	Iteration 10Q: 3 clusters Score -622013 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -622047.375000 Penalty: 4419.784180
	Iteration 11Q: 3 clusters Score -622047.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -622086.375000 Penalty: 4419.784180
	Iteration 12Q: 3 clusters Score -622086.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -622122.250000 Penalty: 4419.784180
	Iteration 13Q: 3 clusters Score -622122.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -622162.437500 Penalty: 4419.784180
	Iteration 14Q: 3 clusters Score -622162.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -622198.875000 Penalty: 4419.784180
	Iteration 15Q: 3 clusters Score -622198.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -622244.562500 Penalty: 4419.784180
	Iteration 16Q: 3 clusters Score -622244.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -622294.875000 Penalty: 4419.784180
	Iteration 17Q: 3 clusters Score -622294.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -622344.062500 Penalty: 4419.784180
	Iteration 18Q: 3 clusters Score -622344.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -622401.250000 Penalty: 4419.784180
	Iteration 19Q: 3 clusters Score -622401.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -622475.125000 Penalty: 4419.784180
	Iteration 20F: 3 clusters Score -622475.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -622558.875000 Penalty: 4419.784180
	Iteration 21Q: 3 clusters Score -622558.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -622677.750000 Penalty: 4419.784180
	Iteration 22Q: 3 clusters Score -622677.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -622807.187500 Penalty: 4419.784180
	Iteration 23Q: 3 clusters Score -622807.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -622938.312500 Penalty: 4419.784180
	Iteration 24Q: 3 clusters Score -622938.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -623065.000000 Penalty: 4419.784180
	Iteration 25Q: 3 clusters Score -623065 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -623196.250000 Penalty: 4419.784180
	Iteration 26Q: 3 clusters Score -623196.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -623327.500000 Penalty: 4419.784180
	Iteration 27Q: 3 clusters Score -623327.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -623446.437500 Penalty: 4419.784180
	Iteration 28Q: 3 clusters Score -623446.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -623539.875000 Penalty: 4419.784180
	Iteration 29Q: 3 clusters Score -623539.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -623604.437500 Penalty: 4419.784180
	Iteration 30Q: 3 clusters Score -623604.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -623653.875000 Penalty: 4419.784180
	Iteration 31Q: 3 clusters Score -623653.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -623698.062500 Penalty: 4419.784180
	Iteration 32Q: 3 clusters Score -623698.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -623728.750000 Penalty: 4419.784180
	Iteration 33Q: 3 clusters Score -623728.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -623743.812500 Penalty: 4419.784180
	Iteration 34Q: 3 clusters Score -623743.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -623757.875000 Penalty: 4419.784180
	Iteration 35Q: 3 clusters Score -623757.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -623768.812500 Penalty: 4419.784180
	Iteration 36Q: 3 clusters Score -623768.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -623780.625000 Penalty: 4419.784180
	Iteration 37Q: 3 clusters Score -623780.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -623788.187500 Penalty: 4419.784180
	Iteration 38Q: 3 clusters Score -623788.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -623794.062500 Penalty: 4419.784180
	Iteration 39Q: 3 clusters Score -623794.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -623800.125000 Penalty: 4419.784180
	Iteration 40F: 3 clusters Score -623800.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -623806.062500 Penalty: 4419.784180
	Iteration 41Q: 3 clusters Score -623806.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -623811.687500 Penalty: 4419.784180
	Iteration 42Q: 3 clusters Score -623811.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -623820.250000 Penalty: 4419.784180
	Iteration 43Q: 3 clusters Score -623820.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -623829.562500 Penalty: 4419.784180
	Iteration 44Q: 3 clusters Score -623829.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -623833.625000 Penalty: 4419.784180
	Iteration 45Q: 3 clusters Score -623833.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -623835.375000 Penalty: 4419.784180
	Iteration 46Q: 3 clusters Score -623835.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -623840.187500 Penalty: 4419.784180
	Iteration 47Q: 3 clusters Score -623840.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -623843.312500 Penalty: 4419.784180
	Iteration 48Q: 3 clusters Score -623843.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -623843.312500 Penalty: 4419.784180
	Iteration 49F: 3 clusters Score -623843.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Entering Unmasked Estep 
Score: -440911.843750 Penalty: 2141.782471
	Iteration 0F: 2 clusters Score -440911.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -435984.406250 Penalty: 4283.564941
	Iteration 0F: 3 clusters Score -435984.4 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -437173.531250 Penalty: 4283.564941
	Iteration 1F: 3 clusters Score -437173.5 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -437424.437500 Penalty: 4283.564941
	Iteration 2F: 3 clusters Score -437424.4 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -437593.406250 Penalty: 4283.564941
	Iteration 3F: 3 clusters Score -437593.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -437698.843750 Penalty: 4283.564941
	Iteration 4Q: 3 clusters Score -437698.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -437763.875000 Penalty: 4283.564941
	Iteration 5Q: 3 clusters Score -437763.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -437808.750000 Penalty: 4283.564941
	Iteration 6Q: 3 clusters Score -437808.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -437850.156250 Penalty: 4283.564941
	Iteration 7Q: 3 clusters Score -437850.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -437893.781250 Penalty: 4283.564941
	Iteration 8Q: 3 clusters Score -437893.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -437938.000000 Penalty: 4283.564941
	Iteration 9Q: 3 clusters Score -437938 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -437997.968750 Penalty: 4283.564941
	Iteration 10Q: 3 clusters Score -437998 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -438080.312500 Penalty: 4283.564941
	Iteration 11Q: 3 clusters Score -438080.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -438162.656250 Penalty: 4283.564941
	Iteration 12Q: 3 clusters Score -438162.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -438230.031250 Penalty: 4283.564941
	Iteration 13Q: 3 clusters Score -438230 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -438301.500000 Penalty: 4283.564941
	Iteration 14Q: 3 clusters Score -438301.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -438373.000000 Penalty: 4283.564941
	Iteration 15Q: 3 clusters Score -438373 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -438455.531250 Penalty: 4283.564941
	Iteration 16Q: 3 clusters Score -438455.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -438541.250000 Penalty: 4283.564941
	Iteration 17Q: 3 clusters Score -438541.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -438624.687500 Penalty: 4283.564941
	Iteration 18Q: 3 clusters Score -438624.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -438707.468750 Penalty: 4283.564941
	Iteration 19Q: 3 clusters Score -438707.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -438765.093750 Penalty: 4283.564941
	Iteration 20F: 3 clusters Score -438765.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -438827.718750 Penalty: 4283.564941
	Iteration 21Q: 3 clusters Score -438827.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -438888.718750 Penalty: 4283.564941
	Iteration 22Q: 3 clusters Score -438888.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -438933.562500 Penalty: 4283.564941
	Iteration 23Q: 3 clusters Score -438933.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -438974.656250 Penalty: 4283.564941
	Iteration 24Q: 3 clusters Score -438974.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -439012.468750 Penalty: 4283.564941
	Iteration 25Q: 3 clusters Score -439012.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -439047.625000 Penalty: 4283.564941
	Iteration 26Q: 3 clusters Score -439047.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -439082.156250 Penalty: 4283.564941
	Iteration 27Q: 3 clusters Score -439082.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -439113.468750 Penalty: 4283.564941
	Iteration 28Q: 3 clusters Score -439113.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -439139.750000 Penalty: 4283.564941
	Iteration 29Q: 3 clusters Score -439139.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -439156.312500 Penalty: 4283.564941
	Iteration 30Q: 3 clusters Score -439156.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -439168.343750 Penalty: 4283.564941
	Iteration 31Q: 3 clusters Score -439168.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -439178.187500 Penalty: 4283.564941
	Iteration 32Q: 3 clusters Score -439178.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -439184.000000 Penalty: 4283.564941
	Iteration 33Q: 3 clusters Score -439184 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -439188.531250 Penalty: 4283.564941
	Iteration 34Q: 3 clusters Score -439188.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -439194.156250 Penalty: 4283.564941
	Iteration 35Q: 3 clusters Score -439194.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -439200.250000 Penalty: 4283.564941
	Iteration 36Q: 3 clusters Score -439200.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -439203.937500 Penalty: 4283.564941
	Iteration 37Q: 3 clusters Score -439203.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -439208.375000 Penalty: 4283.564941
	Iteration 38Q: 3 clusters Score -439208.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -439212.375000 Penalty: 4283.564941
	Iteration 39Q: 3 clusters Score -439212.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -439218.781250 Penalty: 4283.564941
	Iteration 40F: 3 clusters Score -439218.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -439224.062500 Penalty: 4283.564941
	Iteration 41Q: 3 clusters Score -439224.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -439226.906250 Penalty: 4283.564941
	Iteration 42Q: 3 clusters Score -439226.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -439231.843750 Penalty: 4283.564941
	Iteration 43Q: 3 clusters Score -439231.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -439234.875000 Penalty: 4283.564941
	Iteration 44Q: 3 clusters Score -439234.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -439237.031250 Penalty: 4283.564941
	Iteration 45Q: 3 clusters Score -439237 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -439239.375000 Penalty: 4283.564941
	Iteration 46Q: 3 clusters Score -439239.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -439241.812500 Penalty: 4283.564941
	Iteration 47Q: 3 clusters Score -439241.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -439242.281250 Penalty: 4283.564941
	Iteration 48Q: 3 clusters Score -439242.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -439244.750000 Penalty: 4283.564941
	Iteration 49Q: 3 clusters Score -439244.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -439245.218750 Penalty: 4283.564941
	Iteration 50Q: 3 clusters Score -439245.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -439247.062500 Penalty: 4283.564941
	Iteration 51Q: 3 clusters Score -439247.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -439248.843750 Penalty: 4283.564941
	Iteration 52Q: 3 clusters Score -439248.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -439250.781250 Penalty: 4283.564941
	Iteration 53Q: 3 clusters Score -439250.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -439252.187500 Penalty: 4283.564941
	Iteration 54Q: 3 clusters Score -439252.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -439253.937500 Penalty: 4283.564941
	Iteration 55Q: 3 clusters Score -439253.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -439255.781250 Penalty: 4283.564941
	Iteration 56Q: 3 clusters Score -439255.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -439257.375000 Penalty: 4283.564941
	Iteration 57Q: 3 clusters Score -439257.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -439257.187500 Penalty: 4283.564941
	Iteration 58Q: 3 clusters Score -439257.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -439257.718750 Penalty: 4283.564941
	Iteration 59Q: 3 clusters Score -439257.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -439257.125000 Penalty: 4283.564941
	Iteration 60F: 3 clusters Score -439257.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (11508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Entering Unmasked Estep 
Score: -900629.875000 Penalty: 2318.997803
	Iteration 0F: 2 clusters Score -900629.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -891976.875000 Penalty: 4637.995605
	Iteration 0F: 3 clusters Score -891976.9 nChanged 4857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -894868.562500 Penalty: 4637.995605
	Iteration 1F: 3 clusters Score -894868.6 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -895440.437500 Penalty: 4637.995605
	Iteration 2F: 3 clusters Score -895440.4 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -896100.937500 Penalty: 4637.995605
	Iteration 3F: 3 clusters Score -896100.9 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -896870.000000 Penalty: 4637.995605
	Iteration 4F: 3 clusters Score -896870 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -897662.875000 Penalty: 4637.995605
	Iteration 5F: 3 clusters Score -897662.9 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -898326.125000 Penalty: 4637.995605
	Iteration 6F: 3 clusters Score -898326.1 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -898797.187500 Penalty: 4637.995605
	Iteration 7Q: 3 clusters Score -898797.2 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -899178.937500 Penalty: 4637.995605
	Iteration 8Q: 3 clusters Score -899178.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -899553.875000 Penalty: 4637.995605
	Iteration 9Q: 3 clusters Score -899553.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -899990.750000 Penalty: 4637.995605
	Iteration 10Q: 3 clusters Score -899990.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -900307.062500 Penalty: 4637.995605
	Iteration 11Q: 3 clusters Score -900307.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -900456.437500 Penalty: 4637.995605
	Iteration 12Q: 3 clusters Score -900456.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -900512.062500 Penalty: 4637.995605
	Iteration 13Q: 3 clusters Score -900512.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -900542.750000 Penalty: 4637.995605
	Iteration 14Q: 3 clusters Score -900542.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -900559.625000 Penalty: 4637.995605
	Iteration 15Q: 3 clusters Score -900559.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -900575.375000 Penalty: 4637.995605
	Iteration 16Q: 3 clusters Score -900575.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -900586.937500 Penalty: 4637.995605
	Iteration 17Q: 3 clusters Score -900586.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -900599.562500 Penalty: 4637.995605
	Iteration 18Q: 3 clusters Score -900599.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -900605.125000 Penalty: 4637.995605
	Iteration 19Q: 3 clusters Score -900605.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -900611.000000 Penalty: 4637.995605
	Iteration 20F: 3 clusters Score -900611 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -900624.875000 Penalty: 4637.995605
	Iteration 21Q: 3 clusters Score -900624.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -900637.562500 Penalty: 4637.995605
	Iteration 22Q: 3 clusters Score -900637.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -900645.625000 Penalty: 4637.995605
	Iteration 23Q: 3 clusters Score -900645.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -900655.375000 Penalty: 4637.995605
	Iteration 24Q: 3 clusters Score -900655.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -900659.375000 Penalty: 4637.995605
	Iteration 25Q: 3 clusters Score -900659.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -900667.937500 Penalty: 4637.995605
	Iteration 26Q: 3 clusters Score -900667.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -900676.250000 Penalty: 4637.995605
	Iteration 27Q: 3 clusters Score -900676.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -900685.312500 Penalty: 4637.995605
	Iteration 28Q: 3 clusters Score -900685.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -900691.875000 Penalty: 4637.995605
	Iteration 29Q: 3 clusters Score -900691.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -900698.375000 Penalty: 4637.995605
	Iteration 30Q: 3 clusters Score -900698.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -900704.687500 Penalty: 4637.995605
	Iteration 31Q: 3 clusters Score -900704.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -900707.875000 Penalty: 4637.995605
	Iteration 32Q: 3 clusters Score -900707.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -900713.937500 Penalty: 4637.995605
	Iteration 33Q: 3 clusters Score -900713.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -900721.875000 Penalty: 4637.995605
	Iteration 34Q: 3 clusters Score -900721.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -900729.312500 Penalty: 4637.995605
	Iteration 35Q: 3 clusters Score -900729.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -900736.687500 Penalty: 4637.995605
	Iteration 36Q: 3 clusters Score -900736.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -900741.375000 Penalty: 4637.995605
	Iteration 37Q: 3 clusters Score -900741.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -900748.125000 Penalty: 4637.995605
	Iteration 38Q: 3 clusters Score -900748.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -900751.687500 Penalty: 4637.995605
	Iteration 39Q: 3 clusters Score -900751.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -900754.937500 Penalty: 4637.995605
	Iteration 40F: 3 clusters Score -900754.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -900759.875000 Penalty: 4637.995605
	Iteration 41Q: 3 clusters Score -900759.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -900760.187500 Penalty: 4637.995605
	Iteration 42Q: 3 clusters Score -900760.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -900761.250000 Penalty: 4637.995605
	Iteration 43Q: 3 clusters Score -900761.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -900763.875000 Penalty: 4637.995605
	Iteration 44Q: 3 clusters Score -900763.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -900765.875000 Penalty: 4637.995605
	Iteration 45Q: 3 clusters Score -900765.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -900766.500000 Penalty: 4637.995605
	Iteration 46Q: 3 clusters Score -900766.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -900764.312500 Penalty: 4637.995605
	Iteration 47Q: 3 clusters Score -900764.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -900766.937500 Penalty: 4637.995605
	Iteration 48Q: 3 clusters Score -900766.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -900767.750000 Penalty: 4637.995605
	Iteration 49Q: 3 clusters Score -900767.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -900769.625000 Penalty: 4637.995605
	Iteration 50Q: 3 clusters Score -900769.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -900770.187500 Penalty: 4637.995605
	Iteration 51Q: 3 clusters Score -900770.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -900770.062500 Penalty: 4637.995605
	Iteration 52Q: 3 clusters Score -900770.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -900771.437500 Penalty: 4637.995605
	Iteration 53Q: 3 clusters Score -900771.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -900771.562500 Penalty: 4637.995605
	Iteration 54Q: 3 clusters Score -900771.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -900772.250000 Penalty: 4637.995605
	Iteration 55Q: 3 clusters Score -900772.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -900773.250000 Penalty: 4637.995605
	Iteration 56Q: 3 clusters Score -900773.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -900773.312500 Penalty: 4637.995605
	Iteration 57Q: 3 clusters Score -900773.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -900774.000000 Penalty: 4637.995605
	Iteration 58Q: 3 clusters Score -900774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -900773.000000 Penalty: 4637.995605
	Iteration 59Q: 3 clusters Score -900773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -900776.937500 Penalty: 4637.995605
	Iteration 60F: 3 clusters Score -900776.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -900778.625000 Penalty: 4637.995605
	Iteration 61Q: 3 clusters Score -900778.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -900777.562500 Penalty: 4637.995605
	Iteration 62Q: 3 clusters Score -900777.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -900780.187500 Penalty: 4637.995605
	Iteration 63Q: 3 clusters Score -900780.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -900781.750000 Penalty: 4637.995605
	Iteration 64Q: 3 clusters Score -900781.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -900781.875000 Penalty: 4637.995605
	Iteration 65Q: 3 clusters Score -900781.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -900783.750000 Penalty: 4637.995605
	Iteration 66Q: 3 clusters Score -900783.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -900783.125000 Penalty: 4637.995605
	Iteration 67Q: 3 clusters Score -900783.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -900784.625000 Penalty: 4637.995605
	Iteration 68Q: 3 clusters Score -900784.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -900784.125000 Penalty: 4637.995605
	Iteration 69Q: 3 clusters Score -900784.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -900785.187500 Penalty: 4637.995605
	Iteration 70Q: 3 clusters Score -900785.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -900785.187500 Penalty: 4637.995605
	Iteration 71F: 3 clusters Score -900785.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 76121 members 
Mstep: Class 2 contains 24661 members 
Mstep: Class 3 contains 2318 members 
Mstep: Class 4 contains 3655 members 
Mstep: Class 5 contains 33865 members 
Mstep: Class 6 contains 154747 members 
Mstep: Class 7 contains 8849 members 
Mstep: Class 8 contains 8703 members 
Mstep: Class 9 contains 75171 members 
Mstep: Class 10 contains 53469 members 
Mstep: Class 11 contains 6625 members 
Mstep: Class 12 contains 69921 members 
Mstep: Class 13 contains 6004 members 
Mstep: Class 14 contains 17776 members 
Mstep: Class 15 contains 17658 members 
Mstep: Class 16 contains 14871 members 
Mstep: Class 17 contains 33831 members 
Mstep: Class 18 contains 7412 members 
Mstep: Class 19 contains 5632 members 
Mstep: Class 20 contains 9018 members 
Mstep: Class 21 contains 11414 members 
Mstep: Class 22 contains 9999 members 
Mstep: Class 23 contains 29400 members 
Mstep: Class 24 contains 603361 members 
Mstep: Class 25 contains 70097 members 
Mstep: Class 26 contains 7122 members 
Mstep: Class 27 contains 3228 members 
Mstep: Class 28 contains 69464 members 
Mstep: Class 29 contains 9585 members 
Mstep: Class 30 contains 14692 members 
Mstep: Class 31 contains 1921 members 
Mstep: Class 32 contains 2490 members 
Entering Unmasked Estep 
Score: -111972016.000000 Penalty: 112659.960938
Splitting cluster 20 changes total score from -111972840.000000 to -111972016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (11414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Entering Unmasked Estep 
Score: -932679.437500 Penalty: 2316.963867
	Iteration 0F: 2 clusters Score -932679.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -924145.187500 Penalty: 4633.927734
	Iteration 0F: 3 clusters Score -924145.2 nChanged 4821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -926712.000000 Penalty: 4633.927734
	Iteration 1F: 3 clusters Score -926712 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -926992.000000 Penalty: 4633.927734
	Iteration 2F: 3 clusters Score -926992 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -927170.625000 Penalty: 4633.927734
	Iteration 3Q: 3 clusters Score -927170.6 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -927302.250000 Penalty: 4633.927734
	Iteration 4Q: 3 clusters Score -927302.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -927381.500000 Penalty: 4633.927734
	Iteration 5Q: 3 clusters Score -927381.5 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -927452.062500 Penalty: 4633.927734
	Iteration 6Q: 3 clusters Score -927452.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -927518.000000 Penalty: 4633.927734
	Iteration 7Q: 3 clusters Score -927518 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -927570.812500 Penalty: 4633.927734
	Iteration 8Q: 3 clusters Score -927570.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -927626.937500 Penalty: 4633.927734
	Iteration 9Q: 3 clusters Score -927626.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -927661.812500 Penalty: 4633.927734
	Iteration 10Q: 3 clusters Score -927661.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -927690.687500 Penalty: 4633.927734
	Iteration 11Q: 3 clusters Score -927690.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -927715.937500 Penalty: 4633.927734
	Iteration 12Q: 3 clusters Score -927715.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -927740.125000 Penalty: 4633.927734
	Iteration 13Q: 3 clusters Score -927740.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -927760.875000 Penalty: 4633.927734
	Iteration 14Q: 3 clusters Score -927760.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -927789.625000 Penalty: 4633.927734
	Iteration 15Q: 3 clusters Score -927789.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -927808.812500 Penalty: 4633.927734
	Iteration 16Q: 3 clusters Score -927808.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -927822.187500 Penalty: 4633.927734
	Iteration 17Q: 3 clusters Score -927822.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -927846.562500 Penalty: 4633.927734
	Iteration 18Q: 3 clusters Score -927846.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -927867.437500 Penalty: 4633.927734
	Iteration 19Q: 3 clusters Score -927867.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -927898.312500 Penalty: 4633.927734
	Iteration 20F: 3 clusters Score -927898.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -927936.062500 Penalty: 4633.927734
	Iteration 21Q: 3 clusters Score -927936.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -927985.000000 Penalty: 4633.927734
	Iteration 22Q: 3 clusters Score -927985 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -928050.437500 Penalty: 4633.927734
	Iteration 23Q: 3 clusters Score -928050.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -928135.812500 Penalty: 4633.927734
	Iteration 24Q: 3 clusters Score -928135.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -928242.750000 Penalty: 4633.927734
	Iteration 25Q: 3 clusters Score -928242.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -928360.062500 Penalty: 4633.927734
	Iteration 26Q: 3 clusters Score -928360.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -928489.625000 Penalty: 4633.927734
	Iteration 27Q: 3 clusters Score -928489.6 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -928667.875000 Penalty: 4633.927734
	Iteration 28Q: 3 clusters Score -928667.9 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -928901.875000 Penalty: 4633.927734
	Iteration 29Q: 3 clusters Score -928901.9 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -929174.625000 Penalty: 4633.927734
	Iteration 30Q: 3 clusters Score -929174.6 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -929418.375000 Penalty: 4633.927734
	Iteration 31Q: 3 clusters Score -929418.4 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -929626.750000 Penalty: 4633.927734
	Iteration 32Q: 3 clusters Score -929626.8 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -929813.625000 Penalty: 4633.927734
	Iteration 33Q: 3 clusters Score -929813.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -929947.312500 Penalty: 4633.927734
	Iteration 34Q: 3 clusters Score -929947.3 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -930071.375000 Penalty: 4633.927734
	Iteration 35Q: 3 clusters Score -930071.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -930178.375000 Penalty: 4633.927734
	Iteration 36Q: 3 clusters Score -930178.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -930265.062500 Penalty: 4633.927734
	Iteration 37Q: 3 clusters Score -930265.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -930347.562500 Penalty: 4633.927734
	Iteration 38Q: 3 clusters Score -930347.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -930428.937500 Penalty: 4633.927734
	Iteration 39Q: 3 clusters Score -930428.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -930503.062500 Penalty: 4633.927734
	Iteration 40F: 3 clusters Score -930503.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -930556.375000 Penalty: 4633.927734
	Iteration 41Q: 3 clusters Score -930556.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -930618.125000 Penalty: 4633.927734
	Iteration 42Q: 3 clusters Score -930618.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -930672.625000 Penalty: 4633.927734
	Iteration 43Q: 3 clusters Score -930672.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -930712.375000 Penalty: 4633.927734
	Iteration 44Q: 3 clusters Score -930712.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -930748.562500 Penalty: 4633.927734
	Iteration 45Q: 3 clusters Score -930748.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -930769.250000 Penalty: 4633.927734
	Iteration 46Q: 3 clusters Score -930769.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -930785.187500 Penalty: 4633.927734
	Iteration 47Q: 3 clusters Score -930785.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -930806.937500 Penalty: 4633.927734
	Iteration 48Q: 3 clusters Score -930806.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -930832.312500 Penalty: 4633.927734
	Iteration 49Q: 3 clusters Score -930832.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -930852.000000 Penalty: 4633.927734
	Iteration 50Q: 3 clusters Score -930852 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -930865.500000 Penalty: 4633.927734
	Iteration 51Q: 3 clusters Score -930865.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -930881.250000 Penalty: 4633.927734
	Iteration 52Q: 3 clusters Score -930881.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -930898.562500 Penalty: 4633.927734
	Iteration 53Q: 3 clusters Score -930898.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -930911.812500 Penalty: 4633.927734
	Iteration 54Q: 3 clusters Score -930911.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -930921.250000 Penalty: 4633.927734
	Iteration 55Q: 3 clusters Score -930921.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -930926.750000 Penalty: 4633.927734
	Iteration 56Q: 3 clusters Score -930926.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -930930.750000 Penalty: 4633.927734
	Iteration 57Q: 3 clusters Score -930930.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -930934.437500 Penalty: 4633.927734
	Iteration 58Q: 3 clusters Score -930934.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -930939.312500 Penalty: 4633.927734
	Iteration 59Q: 3 clusters Score -930939.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -930945.250000 Penalty: 4633.927734
	Iteration 60F: 3 clusters Score -930945.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -930950.937500 Penalty: 4633.927734
	Iteration 61Q: 3 clusters Score -930950.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -930951.312500 Penalty: 4633.927734
	Iteration 62Q: 3 clusters Score -930951.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -930953.687500 Penalty: 4633.927734
	Iteration 63Q: 3 clusters Score -930953.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -930953.500000 Penalty: 4633.927734
	Iteration 64Q: 3 clusters Score -930953.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -930955.000000 Penalty: 4633.927734
	Iteration 65Q: 3 clusters Score -930955 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -930958.437500 Penalty: 4633.927734
	Iteration 66Q: 3 clusters Score -930958.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -930962.562500 Penalty: 4633.927734
	Iteration 67Q: 3 clusters Score -930962.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -930964.312500 Penalty: 4633.927734
	Iteration 68Q: 3 clusters Score -930964.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -930966.937500 Penalty: 4633.927734
	Iteration 69Q: 3 clusters Score -930966.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -930967.062500 Penalty: 4633.927734
	Iteration 70Q: 3 clusters Score -930967.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -930969.500000 Penalty: 4633.927734
	Iteration 71Q: 3 clusters Score -930969.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -930971.937500 Penalty: 4633.927734
	Iteration 72Q: 3 clusters Score -930971.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -930974.250000 Penalty: 4633.927734
	Iteration 73Q: 3 clusters Score -930974.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -930975.187500 Penalty: 4633.927734
	Iteration 74Q: 3 clusters Score -930975.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -930976.500000 Penalty: 4633.927734
	Iteration 75Q: 3 clusters Score -930976.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -930977.750000 Penalty: 4633.927734
	Iteration 76Q: 3 clusters Score -930977.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -930978.375000 Penalty: 4633.927734
	Iteration 77Q: 3 clusters Score -930978.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -930979.375000 Penalty: 4633.927734
	Iteration 78Q: 3 clusters Score -930979.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -930981.687500 Penalty: 4633.927734
	Iteration 79Q: 3 clusters Score -930981.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -930983.937500 Penalty: 4633.927734
	Iteration 80F: 3 clusters Score -930983.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -930982.937500 Penalty: 4633.927734
	Iteration 81Q: 3 clusters Score -930982.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -930983.500000 Penalty: 4633.927734
	Iteration 82Q: 3 clusters Score -930983.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -930983.500000 Penalty: 4633.927734
	Iteration 83F: 3 clusters Score -930983.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (9999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Entering Unmasked Estep 
Score: -751421.125000 Penalty: 2284.139648
	Iteration 0F: 2 clusters Score -751421.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -743777.625000 Penalty: 4568.279297
	Iteration 0F: 3 clusters Score -743777.6 nChanged 4220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -746197.250000 Penalty: 4568.279297
	Iteration 1F: 3 clusters Score -746197.2 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -746714.312500 Penalty: 4568.279297
	Iteration 2F: 3 clusters Score -746714.3 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -747193.625000 Penalty: 4568.279297
	Iteration 3F: 3 clusters Score -747193.6 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -747624.250000 Penalty: 4568.279297
	Iteration 4F: 3 clusters Score -747624.2 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -748078.312500 Penalty: 4568.279297
	Iteration 5F: 3 clusters Score -748078.3 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -748455.187500 Penalty: 4568.279297
	Iteration 6F: 3 clusters Score -748455.2 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -748741.937500 Penalty: 4568.279297
	Iteration 7F: 3 clusters Score -748741.9 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -748950.750000 Penalty: 4568.279297
	Iteration 8Q: 3 clusters Score -748950.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -749103.875000 Penalty: 4568.279297
	Iteration 9Q: 3 clusters Score -749103.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -749196.125000 Penalty: 4568.279297
	Iteration 10Q: 3 clusters Score -749196.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -749261.750000 Penalty: 4568.279297
	Iteration 11Q: 3 clusters Score -749261.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -749310.687500 Penalty: 4568.279297
	Iteration 12Q: 3 clusters Score -749310.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -749350.250000 Penalty: 4568.279297
	Iteration 13Q: 3 clusters Score -749350.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -749378.562500 Penalty: 4568.279297
	Iteration 14Q: 3 clusters Score -749378.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -749406.937500 Penalty: 4568.279297
	Iteration 15Q: 3 clusters Score -749406.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -749436.625000 Penalty: 4568.279297
	Iteration 16Q: 3 clusters Score -749436.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -749462.312500 Penalty: 4568.279297
	Iteration 17Q: 3 clusters Score -749462.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -749484.687500 Penalty: 4568.279297
	Iteration 18Q: 3 clusters Score -749484.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -749509.312500 Penalty: 4568.279297
	Iteration 19Q: 3 clusters Score -749509.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -749524.000000 Penalty: 4568.279297
	Iteration 20F: 3 clusters Score -749524 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -749544.750000 Penalty: 4568.279297
	Iteration 21Q: 3 clusters Score -749544.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -749555.437500 Penalty: 4568.279297
	Iteration 22Q: 3 clusters Score -749555.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -749571.375000 Penalty: 4568.279297
	Iteration 23Q: 3 clusters Score -749571.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -749585.437500 Penalty: 4568.279297
	Iteration 24Q: 3 clusters Score -749585.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -749606.937500 Penalty: 4568.279297
	Iteration 25Q: 3 clusters Score -749606.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -749623.687500 Penalty: 4568.279297
	Iteration 26Q: 3 clusters Score -749623.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -749644.187500 Penalty: 4568.279297
	Iteration 27Q: 3 clusters Score -749644.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -749663.437500 Penalty: 4568.279297
	Iteration 28Q: 3 clusters Score -749663.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -749685.187500 Penalty: 4568.279297
	Iteration 29Q: 3 clusters Score -749685.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -749707.312500 Penalty: 4568.279297
	Iteration 30Q: 3 clusters Score -749707.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -749726.562500 Penalty: 4568.279297
	Iteration 31Q: 3 clusters Score -749726.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -749741.062500 Penalty: 4568.279297
	Iteration 32Q: 3 clusters Score -749741.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -749757.937500 Penalty: 4568.279297
	Iteration 33Q: 3 clusters Score -749757.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -749781.250000 Penalty: 4568.279297
	Iteration 34Q: 3 clusters Score -749781.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -749801.625000 Penalty: 4568.279297
	Iteration 35Q: 3 clusters Score -749801.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -749823.937500 Penalty: 4568.279297
	Iteration 36Q: 3 clusters Score -749823.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -749849.750000 Penalty: 4568.279297
	Iteration 37Q: 3 clusters Score -749849.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -749871.437500 Penalty: 4568.279297
	Iteration 38Q: 3 clusters Score -749871.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -749890.812500 Penalty: 4568.279297
	Iteration 39Q: 3 clusters Score -749890.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -749906.062500 Penalty: 4568.279297
	Iteration 40F: 3 clusters Score -749906.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -749926.187500 Penalty: 4568.279297
	Iteration 41Q: 3 clusters Score -749926.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -749939.500000 Penalty: 4568.279297
	Iteration 42Q: 3 clusters Score -749939.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -749957.437500 Penalty: 4568.279297
	Iteration 43Q: 3 clusters Score -749957.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -749972.062500 Penalty: 4568.279297
	Iteration 44Q: 3 clusters Score -749972.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -749980.250000 Penalty: 4568.279297
	Iteration 45Q: 3 clusters Score -749980.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -749988.875000 Penalty: 4568.279297
	Iteration 46Q: 3 clusters Score -749988.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -749995.687500 Penalty: 4568.279297
	Iteration 47Q: 3 clusters Score -749995.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -750002.062500 Penalty: 4568.279297
	Iteration 48Q: 3 clusters Score -750002.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -750006.812500 Penalty: 4568.279297
	Iteration 49Q: 3 clusters Score -750006.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -750013.625000 Penalty: 4568.279297
	Iteration 50Q: 3 clusters Score -750013.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -750018.000000 Penalty: 4568.279297
	Iteration 51Q: 3 clusters Score -750018 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -750023.000000 Penalty: 4568.279297
	Iteration 52Q: 3 clusters Score -750023 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -750031.125000 Penalty: 4568.279297
	Iteration 53Q: 3 clusters Score -750031.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -750037.812500 Penalty: 4568.279297
	Iteration 54Q: 3 clusters Score -750037.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -750041.562500 Penalty: 4568.279297
	Iteration 55Q: 3 clusters Score -750041.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -750047.062500 Penalty: 4568.279297
	Iteration 56Q: 3 clusters Score -750047.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -750053.125000 Penalty: 4568.279297
	Iteration 57Q: 3 clusters Score -750053.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -750060.750000 Penalty: 4568.279297
	Iteration 58Q: 3 clusters Score -750060.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -750072.375000 Penalty: 4568.279297
	Iteration 59Q: 3 clusters Score -750072.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -750085.500000 Penalty: 4568.279297
	Iteration 60F: 3 clusters Score -750085.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -750099.562500 Penalty: 4568.279297
	Iteration 61Q: 3 clusters Score -750099.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -750107.875000 Penalty: 4568.279297
	Iteration 62Q: 3 clusters Score -750107.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -750116.562500 Penalty: 4568.279297
	Iteration 63Q: 3 clusters Score -750116.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -750124.625000 Penalty: 4568.279297
	Iteration 64Q: 3 clusters Score -750124.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -750131.500000 Penalty: 4568.279297
	Iteration 65Q: 3 clusters Score -750131.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -750135.625000 Penalty: 4568.279297
	Iteration 66Q: 3 clusters Score -750135.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -750142.500000 Penalty: 4568.279297
	Iteration 67Q: 3 clusters Score -750142.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -750148.375000 Penalty: 4568.279297
	Iteration 68Q: 3 clusters Score -750148.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -750153.875000 Penalty: 4568.279297
	Iteration 69Q: 3 clusters Score -750153.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -750161.187500 Penalty: 4568.279297
	Iteration 70Q: 3 clusters Score -750161.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -750165.750000 Penalty: 4568.279297
	Iteration 71Q: 3 clusters Score -750165.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -750170.500000 Penalty: 4568.279297
	Iteration 72Q: 3 clusters Score -750170.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -750172.687500 Penalty: 4568.279297
	Iteration 73Q: 3 clusters Score -750172.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -750174.375000 Penalty: 4568.279297
	Iteration 74Q: 3 clusters Score -750174.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -750174.375000 Penalty: 4568.279297
	Iteration 75Q: 3 clusters Score -750174.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -750174.687500 Penalty: 4568.279297
	Iteration 76Q: 3 clusters Score -750174.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -750176.812500 Penalty: 4568.279297
	Iteration 77Q: 3 clusters Score -750176.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -750176.312500 Penalty: 4568.279297
	Iteration 78Q: 3 clusters Score -750176.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -750176.312500 Penalty: 4568.279297
	Iteration 79F: 3 clusters Score -750176.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (29400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29400 members 
Entering Unmasked Estep 
Score: -2263621.500000 Penalty: 2551.609863
	Iteration 0F: 2 clusters Score -2263622 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -2243370.750000 Penalty: 5103.219727
	Iteration 0F: 3 clusters Score -2243371 nChanged 13345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -2250690.750000 Penalty: 5103.219727
	Iteration 1F: 3 clusters Score -2250691 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -2251242.250000 Penalty: 5103.219727
	Iteration 2F: 3 clusters Score -2251242 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -2251795.000000 Penalty: 5103.219727
	Iteration 3Q: 3 clusters Score -2251795 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17165 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -2252460.250000 Penalty: 5103.219727
	Iteration 4F: 3 clusters Score -2252460 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18172 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -2253168.500000 Penalty: 5103.219727
	Iteration 5F: 3 clusters Score -2253168 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19507 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -2254132.750000 Penalty: 5103.219727
	Iteration 6F: 3 clusters Score -2254133 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21034 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -2255273.500000 Penalty: 5103.219727
	Iteration 7F: 3 clusters Score -2255274 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22703 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -2256647.750000 Penalty: 5103.219727
	Iteration 8F: 3 clusters Score -2256648 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24314 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -2257985.500000 Penalty: 5103.219727
	Iteration 9F: 3 clusters Score -2257986 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25657 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -2259190.000000 Penalty: 5103.219727
	Iteration 10Q: 3 clusters Score -2259190 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26588 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -2260026.000000 Penalty: 5103.219727
	Iteration 11Q: 3 clusters Score -2260026 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27221 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -2260567.250000 Penalty: 5103.219727
	Iteration 12Q: 3 clusters Score -2260567 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27609 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -2260887.000000 Penalty: 5103.219727
	Iteration 13Q: 3 clusters Score -2260887 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27854 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -2261099.500000 Penalty: 5103.219727
	Iteration 14Q: 3 clusters Score -2261100 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28011 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -2261229.500000 Penalty: 5103.219727
	Iteration 15Q: 3 clusters Score -2261230 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28121 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -2261317.500000 Penalty: 5103.219727
	Iteration 16Q: 3 clusters Score -2261318 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28211 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -2261372.250000 Penalty: 5103.219727
	Iteration 17Q: 3 clusters Score -2261372 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28270 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -2261424.000000 Penalty: 5103.219727
	Iteration 18Q: 3 clusters Score -2261424 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28320 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -2261458.250000 Penalty: 5103.219727
	Iteration 19Q: 3 clusters Score -2261458 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28370 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -2261481.000000 Penalty: 5103.219727
	Iteration 20F: 3 clusters Score -2261481 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28416 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -2261505.750000 Penalty: 5103.219727
	Iteration 21Q: 3 clusters Score -2261506 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28447 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -2261520.750000 Penalty: 5103.219727
	Iteration 22Q: 3 clusters Score -2261521 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28464 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -2261524.250000 Penalty: 5103.219727
	Iteration 23Q: 3 clusters Score -2261524 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28475 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -2261534.250000 Penalty: 5103.219727
	Iteration 24Q: 3 clusters Score -2261534 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28491 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -2261540.000000 Penalty: 5103.219727
	Iteration 25Q: 3 clusters Score -2261540 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28501 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -2261545.750000 Penalty: 5103.219727
	Iteration 26Q: 3 clusters Score -2261546 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28510 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -2261549.000000 Penalty: 5103.219727
	Iteration 27Q: 3 clusters Score -2261549 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28517 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -2261558.500000 Penalty: 5103.219727
	Iteration 28Q: 3 clusters Score -2261558 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28530 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -2261566.000000 Penalty: 5103.219727
	Iteration 29Q: 3 clusters Score -2261566 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28540 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -2261576.750000 Penalty: 5103.219727
	Iteration 30Q: 3 clusters Score -2261577 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28547 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -2261579.500000 Penalty: 5103.219727
	Iteration 31Q: 3 clusters Score -2261580 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28555 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -2261581.250000 Penalty: 5103.219727
	Iteration 32Q: 3 clusters Score -2261581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28560 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -2261586.500000 Penalty: 5103.219727
	Iteration 33Q: 3 clusters Score -2261586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28563 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -2261588.500000 Penalty: 5103.219727
	Iteration 34Q: 3 clusters Score -2261588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28565 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -2261588.750000 Penalty: 5103.219727
	Iteration 35Q: 3 clusters Score -2261589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28569 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -2261585.250000 Penalty: 5103.219727
	Iteration 36Q: 3 clusters Score -2261585 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28574 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -2261588.750000 Penalty: 5103.219727
	Iteration 37Q: 3 clusters Score -2261589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28576 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -2261589.250000 Penalty: 5103.219727
	Iteration 38Q: 3 clusters Score -2261589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28578 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -2261591.750000 Penalty: 5103.219727
	Iteration 39Q: 3 clusters Score -2261592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28582 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -2261591.250000 Penalty: 5103.219727
	Iteration 40F: 3 clusters Score -2261591 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28583 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -2261592.000000 Penalty: 5103.219727
	Iteration 41Q: 3 clusters Score -2261592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28584 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -2261593.250000 Penalty: 5103.219727
	Iteration 42Q: 3 clusters Score -2261593 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28588 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -2261593.000000 Penalty: 5103.219727
	Iteration 43Q: 3 clusters Score -2261593 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28592 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -2261599.500000 Penalty: 5103.219727
	Iteration 44Q: 3 clusters Score -2261600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28596 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -2261601.750000 Penalty: 5103.219727
	Iteration 45Q: 3 clusters Score -2261602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28598 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -2261605.000000 Penalty: 5103.219727
	Iteration 46Q: 3 clusters Score -2261605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28601 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -2261605.250000 Penalty: 5103.219727
	Iteration 47Q: 3 clusters Score -2261605 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28601 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -2261605.250000 Penalty: 5103.219727
	Iteration 48F: 3 clusters Score -2261605 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (603361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603361 members 
Entering Unmasked Estep 
Score: -47375668.000000 Penalty: 3300.947266
	Iteration 0F: 2 clusters Score -4.737567e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302142 members 
Mstep: Class 2 contains 301219 members 
Entering Unmasked Estep 
Score: -46968144.000000 Penalty: 6601.894531
	Iteration 0F: 3 clusters Score -4.696814e+07 nChanged 295012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309272 members 
Mstep: Class 2 contains 294089 members 
Entering Unmasked Estep 
Score: -47147644.000000 Penalty: 6601.894531
	Iteration 1F: 3 clusters Score -4.714764e+07 nChanged 17280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313766 members 
Mstep: Class 2 contains 289595 members 
Entering Unmasked Estep 
Score: -47151348.000000 Penalty: 6601.894531
	Iteration 2Q: 3 clusters Score -4.715135e+07 nChanged 20060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320706 members 
Mstep: Class 2 contains 282655 members 
Entering Unmasked Estep 
Score: -47157932.000000 Penalty: 6601.894531
	Iteration 3Q: 3 clusters Score -4.715793e+07 nChanged 23361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331483 members 
Mstep: Class 2 contains 271878 members 
Entering Unmasked Estep 
Score: -47167244.000000 Penalty: 6601.894531
	Iteration 4Q: 3 clusters Score -4.716724e+07 nChanged 27195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347416 members 
Mstep: Class 2 contains 255945 members 
Entering Unmasked Estep 
Score: -47180092.000000 Penalty: 6601.894531
	Iteration 5Q: 3 clusters Score -4.718009e+07 nChanged 31716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369722 members 
Mstep: Class 2 contains 233639 members 
Entering Unmasked Estep 
Score: -47197812.000000 Penalty: 6601.894531
	Iteration 6F: 3 clusters Score -4.719781e+07 nChanged 35801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398591 members 
Mstep: Class 2 contains 204770 members 
Entering Unmasked Estep 
Score: -47222332.000000 Penalty: 6601.894531
	Iteration 7F: 3 clusters Score -4.722233e+07 nChanged 37876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431857 members 
Mstep: Class 2 contains 171504 members 
Entering Unmasked Estep 
Score: -47251084.000000 Penalty: 6601.894531
	Iteration 8F: 3 clusters Score -4.725108e+07 nChanged 36813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465878 members 
Mstep: Class 2 contains 137483 members 
Entering Unmasked Estep 
Score: -47278840.000000 Penalty: 6601.894531
	Iteration 9F: 3 clusters Score -4.727884e+07 nChanged 32823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497313 members 
Mstep: Class 2 contains 106048 members 
Entering Unmasked Estep 
Score: -47303112.000000 Penalty: 6601.894531
	Iteration 10F: 3 clusters Score -4.730311e+07 nChanged 27339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524124 members 
Mstep: Class 2 contains 79237 members 
Entering Unmasked Estep 
Score: -47323524.000000 Penalty: 6601.894531
	Iteration 11Q: 3 clusters Score -4.732352e+07 nChanged 21950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545952 members 
Mstep: Class 2 contains 57409 members 
Entering Unmasked Estep 
Score: -47339236.000000 Penalty: 6601.894531
	Iteration 12Q: 3 clusters Score -4.733924e+07 nChanged 16783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562691 members 
Mstep: Class 2 contains 40670 members 
Entering Unmasked Estep 
Score: -47350920.000000 Penalty: 6601.894531
	Iteration 13Q: 3 clusters Score -4.735092e+07 nChanged 11996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574679 members 
Mstep: Class 2 contains 28682 members 
Entering Unmasked Estep 
Score: -47358796.000000 Penalty: 6601.894531
	Iteration 14Q: 3 clusters Score -4.73588e+07 nChanged 8569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583246 members 
Mstep: Class 2 contains 20115 members 
Entering Unmasked Estep 
Score: -47364064.000000 Penalty: 6601.894531
	Iteration 15Q: 3 clusters Score -4.736406e+07 nChanged 5909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589155 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -47367220.000000 Penalty: 6601.894531
	Iteration 16Q: 3 clusters Score -4.736722e+07 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593158 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -47369292.000000 Penalty: 6601.894531
	Iteration 17Q: 3 clusters Score -4.736929e+07 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595842 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -47370684.000000 Penalty: 6601.894531
	Iteration 18Q: 3 clusters Score -4.737068e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597643 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -47371416.000000 Penalty: 6601.894531
	Iteration 19Q: 3 clusters Score -4.737142e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598764 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -47371768.000000 Penalty: 6601.894531
	Iteration 20F: 3 clusters Score -4.737177e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599518 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -47372072.000000 Penalty: 6601.894531
	Iteration 21Q: 3 clusters Score -4.737207e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600037 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -47372340.000000 Penalty: 6601.894531
	Iteration 22Q: 3 clusters Score -4.737234e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600451 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -47372532.000000 Penalty: 6601.894531
	Iteration 23Q: 3 clusters Score -4.737253e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600764 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -47372664.000000 Penalty: 6601.894531
	Iteration 24Q: 3 clusters Score -4.737266e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600990 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -47372784.000000 Penalty: 6601.894531
	Iteration 25Q: 3 clusters Score -4.737278e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601155 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -47372880.000000 Penalty: 6601.894531
	Iteration 26Q: 3 clusters Score -4.737288e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601290 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -47372960.000000 Penalty: 6601.894531
	Iteration 27Q: 3 clusters Score -4.737296e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601405 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -47372976.000000 Penalty: 6601.894531
	Iteration 28Q: 3 clusters Score -4.737298e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601504 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -47373044.000000 Penalty: 6601.894531
	Iteration 29Q: 3 clusters Score -4.737304e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601570 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -47373076.000000 Penalty: 6601.894531
	Iteration 30Q: 3 clusters Score -4.737308e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601622 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -47373116.000000 Penalty: 6601.894531
	Iteration 31Q: 3 clusters Score -4.737312e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601657 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -47373144.000000 Penalty: 6601.894531
	Iteration 32Q: 3 clusters Score -4.737314e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601682 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -47373092.000000 Penalty: 6601.894531
	Iteration 33Q: 3 clusters Score -4.737309e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601695 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -47373140.000000 Penalty: 6601.894531
	Iteration 34Q: 3 clusters Score -4.737314e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601719 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -47373164.000000 Penalty: 6601.894531
	Iteration 35Q: 3 clusters Score -4.737316e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601747 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -47373116.000000 Penalty: 6601.894531
	Iteration 36Q: 3 clusters Score -4.737312e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601762 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -47373124.000000 Penalty: 6601.894531
	Iteration 37Q: 3 clusters Score -4.737312e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601776 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -47373160.000000 Penalty: 6601.894531
	Iteration 38Q: 3 clusters Score -4.737316e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601784 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -47373168.000000 Penalty: 6601.894531
	Iteration 39Q: 3 clusters Score -4.737317e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601792 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -47373168.000000 Penalty: 6601.894531
	Iteration 40F: 3 clusters Score -4.737317e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601798 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -47373160.000000 Penalty: 6601.894531
	Iteration 41Q: 3 clusters Score -4.737316e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601808 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -47373128.000000 Penalty: 6601.894531
	Iteration 42Q: 3 clusters Score -4.737313e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601819 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -47373136.000000 Penalty: 6601.894531
	Iteration 43Q: 3 clusters Score -4.737314e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601836 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -47373164.000000 Penalty: 6601.894531
	Iteration 44Q: 3 clusters Score -4.737316e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601843 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -47373144.000000 Penalty: 6601.894531
	Iteration 45Q: 3 clusters Score -4.737314e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601849 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -47373144.000000 Penalty: 6601.894531
	Iteration 46Q: 3 clusters Score -4.737314e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601856 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -47373164.000000 Penalty: 6601.894531
	Iteration 47Q: 3 clusters Score -4.737316e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601856 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -47373172.000000 Penalty: 6601.894531
	Iteration 48Q: 3 clusters Score -4.737317e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601857 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -47373172.000000 Penalty: 6601.894531
	Iteration 49Q: 3 clusters Score -4.737317e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601859 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -47373160.000000 Penalty: 6601.894531
	Iteration 50Q: 3 clusters Score -4.737316e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601860 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -47373164.000000 Penalty: 6601.894531
	Iteration 51Q: 3 clusters Score -4.737316e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601861 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -47373160.000000 Penalty: 6601.894531
	Iteration 52Q: 3 clusters Score -4.737316e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601861 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -47373164.000000 Penalty: 6601.894531
	Iteration 53Q: 3 clusters Score -4.737316e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601862 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -47373140.000000 Penalty: 6601.894531
	Iteration 54Q: 3 clusters Score -4.737314e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601863 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -47373144.000000 Penalty: 6601.894531
	Iteration 55Q: 3 clusters Score -4.737314e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601863 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -47373144.000000 Penalty: 6601.894531
	Iteration 56F: 3 clusters Score -4.737314e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (70097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70097 members 
Entering Unmasked Estep 
Score: -5490241.500000 Penalty: 2767.093750
	Iteration 0F: 2 clusters Score -5490242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35227 members 
Mstep: Class 2 contains 34870 members 
Entering Unmasked Estep 
Score: -5443337.500000 Penalty: 5534.187500
	Iteration 0F: 3 clusters Score -5443338 nChanged 32701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36844 members 
Mstep: Class 2 contains 33253 members 
Entering Unmasked Estep 
Score: -5461824.500000 Penalty: 5534.187500
	Iteration 1F: 3 clusters Score -5461824 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37884 members 
Mstep: Class 2 contains 32213 members 
Entering Unmasked Estep 
Score: -5462438.000000 Penalty: 5534.187500
	Iteration 2Q: 3 clusters Score -5462438 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39411 members 
Mstep: Class 2 contains 30686 members 
Entering Unmasked Estep 
Score: -5463153.000000 Penalty: 5534.187500
	Iteration 3Q: 3 clusters Score -5463153 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41702 members 
Mstep: Class 2 contains 28395 members 
Entering Unmasked Estep 
Score: -5464328.000000 Penalty: 5534.187500
	Iteration 4Q: 3 clusters Score -5464328 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44964 members 
Mstep: Class 2 contains 25133 members 
Entering Unmasked Estep 
Score: -5466200.500000 Penalty: 5534.187500
	Iteration 5F: 3 clusters Score -5466200 nChanged 4672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49444 members 
Mstep: Class 2 contains 20653 members 
Entering Unmasked Estep 
Score: -5469320.000000 Penalty: 5534.187500
	Iteration 6F: 3 clusters Score -5469320 nChanged 5575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54895 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -5473836.500000 Penalty: 5534.187500
	Iteration 7F: 3 clusters Score -5473836 nChanged 5487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60318 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -5478936.000000 Penalty: 5534.187500
	Iteration 8F: 3 clusters Score -5478936 nChanged 4464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64726 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -5483277.000000 Penalty: 5534.187500
	Iteration 9F: 3 clusters Score -5483277 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67449 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -5485903.000000 Penalty: 5534.187500
	Iteration 10Q: 3 clusters Score -5485903 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68741 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -5487021.500000 Penalty: 5534.187500
	Iteration 11Q: 3 clusters Score -5487022 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69275 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -5487490.000000 Penalty: 5534.187500
	Iteration 12Q: 3 clusters Score -5487490 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69492 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -5487696.500000 Penalty: 5534.187500
	Iteration 13Q: 3 clusters Score -5487696 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69584 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -5487790.500000 Penalty: 5534.187500
	Iteration 14Q: 3 clusters Score -5487790 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69640 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -5487853.500000 Penalty: 5534.187500
	Iteration 15Q: 3 clusters Score -5487854 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69665 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -5487890.500000 Penalty: 5534.187500
	Iteration 16Q: 3 clusters Score -5487890 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69685 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -5487909.000000 Penalty: 5534.187500
	Iteration 17Q: 3 clusters Score -5487909 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69701 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -5487935.000000 Penalty: 5534.187500
	Iteration 18Q: 3 clusters Score -5487935 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69711 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -5487956.500000 Penalty: 5534.187500
	Iteration 19Q: 3 clusters Score -5487956 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69720 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -5487964.500000 Penalty: 5534.187500
	Iteration 20F: 3 clusters Score -5487964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69725 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -5487976.000000 Penalty: 5534.187500
	Iteration 21Q: 3 clusters Score -5487976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69728 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -5487976.000000 Penalty: 5534.187500
	Iteration 22Q: 3 clusters Score -5487976 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69733 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -5487988.500000 Penalty: 5534.187500
	Iteration 23Q: 3 clusters Score -5487988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69733 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -5487989.500000 Penalty: 5534.187500
	Iteration 24Q: 3 clusters Score -5487990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69736 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -5488000.500000 Penalty: 5534.187500
	Iteration 25Q: 3 clusters Score -5488000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69737 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -5488002.500000 Penalty: 5534.187500
	Iteration 26Q: 3 clusters Score -5488002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69739 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -5488002.500000 Penalty: 5534.187500
	Iteration 27Q: 3 clusters Score -5488002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69739 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -5488002.500000 Penalty: 5534.187500
	Iteration 28F: 3 clusters Score -5488002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (7122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Entering Unmasked Estep 
Score: -539815.812500 Penalty: 2199.994141
	Iteration 0F: 2 clusters Score -539815.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -533972.937500 Penalty: 4399.988281
	Iteration 0F: 3 clusters Score -533972.9 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -535558.562500 Penalty: 4399.988281
	Iteration 1F: 3 clusters Score -535558.6 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -535837.187500 Penalty: 4399.988281
	Iteration 2F: 3 clusters Score -535837.2 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -536037.187500 Penalty: 4399.988281
	Iteration 3F: 3 clusters Score -536037.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -536190.687500 Penalty: 4399.988281
	Iteration 4Q: 3 clusters Score -536190.7 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -536316.562500 Penalty: 4399.988281
	Iteration 5Q: 3 clusters Score -536316.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -536447.812500 Penalty: 4399.988281
	Iteration 6Q: 3 clusters Score -536447.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -536565.500000 Penalty: 4399.988281
	Iteration 7Q: 3 clusters Score -536565.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -536686.750000 Penalty: 4399.988281
	Iteration 8Q: 3 clusters Score -536686.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -536815.375000 Penalty: 4399.988281
	Iteration 9Q: 3 clusters Score -536815.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -536958.375000 Penalty: 4399.988281
	Iteration 10Q: 3 clusters Score -536958.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -537082.062500 Penalty: 4399.988281
	Iteration 11Q: 3 clusters Score -537082.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -537192.625000 Penalty: 4399.988281
	Iteration 12Q: 3 clusters Score -537192.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -537314.812500 Penalty: 4399.988281
	Iteration 13Q: 3 clusters Score -537314.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -537420.250000 Penalty: 4399.988281
	Iteration 14Q: 3 clusters Score -537420.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -537508.625000 Penalty: 4399.988281
	Iteration 15Q: 3 clusters Score -537508.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -537581.875000 Penalty: 4399.988281
	Iteration 16Q: 3 clusters Score -537581.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -537638.812500 Penalty: 4399.988281
	Iteration 17Q: 3 clusters Score -537638.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -537676.375000 Penalty: 4399.988281
	Iteration 18Q: 3 clusters Score -537676.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -537714.875000 Penalty: 4399.988281
	Iteration 19Q: 3 clusters Score -537714.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -537749.125000 Penalty: 4399.988281
	Iteration 20F: 3 clusters Score -537749.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -537772.625000 Penalty: 4399.988281
	Iteration 21Q: 3 clusters Score -537772.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -537802.812500 Penalty: 4399.988281
	Iteration 22Q: 3 clusters Score -537802.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -537831.000000 Penalty: 4399.988281
	Iteration 23Q: 3 clusters Score -537831 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -537855.312500 Penalty: 4399.988281
	Iteration 24Q: 3 clusters Score -537855.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -537878.937500 Penalty: 4399.988281
	Iteration 25Q: 3 clusters Score -537878.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -537905.062500 Penalty: 4399.988281
	Iteration 26Q: 3 clusters Score -537905.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -537926.812500 Penalty: 4399.988281
	Iteration 27Q: 3 clusters Score -537926.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -537950.500000 Penalty: 4399.988281
	Iteration 28Q: 3 clusters Score -537950.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -537976.625000 Penalty: 4399.988281
	Iteration 29Q: 3 clusters Score -537976.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -538015.500000 Penalty: 4399.988281
	Iteration 30Q: 3 clusters Score -538015.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -538061.250000 Penalty: 4399.988281
	Iteration 31Q: 3 clusters Score -538061.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -538105.750000 Penalty: 4399.988281
	Iteration 32Q: 3 clusters Score -538105.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -538133.875000 Penalty: 4399.988281
	Iteration 33Q: 3 clusters Score -538133.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -538152.187500 Penalty: 4399.988281
	Iteration 34Q: 3 clusters Score -538152.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -538160.500000 Penalty: 4399.988281
	Iteration 35Q: 3 clusters Score -538160.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -538167.812500 Penalty: 4399.988281
	Iteration 36Q: 3 clusters Score -538167.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -538172.500000 Penalty: 4399.988281
	Iteration 37Q: 3 clusters Score -538172.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -538174.687500 Penalty: 4399.988281
	Iteration 38Q: 3 clusters Score -538174.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -538177.187500 Penalty: 4399.988281
	Iteration 39Q: 3 clusters Score -538177.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -538179.437500 Penalty: 4399.988281
	Iteration 40F: 3 clusters Score -538179.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -538180.375000 Penalty: 4399.988281
	Iteration 41Q: 3 clusters Score -538180.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -538183.000000 Penalty: 4399.988281
	Iteration 42Q: 3 clusters Score -538183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -538183.125000 Penalty: 4399.988281
	Iteration 43Q: 3 clusters Score -538183.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -538183.437500 Penalty: 4399.988281
	Iteration 44Q: 3 clusters Score -538183.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -538184.750000 Penalty: 4399.988281
	Iteration 45Q: 3 clusters Score -538184.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -538184.500000 Penalty: 4399.988281
	Iteration 46Q: 3 clusters Score -538184.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -538185.562500 Penalty: 4399.988281
	Iteration 47Q: 3 clusters Score -538185.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -538185.000000 Penalty: 4399.988281
	Iteration 48Q: 3 clusters Score -538185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -538185.500000 Penalty: 4399.988281
	Iteration 49Q: 3 clusters Score -538185.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -538186.250000 Penalty: 4399.988281
	Iteration 50Q: 3 clusters Score -538186.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -538186.375000 Penalty: 4399.988281
	Iteration 51Q: 3 clusters Score -538186.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -538186.687500 Penalty: 4399.988281
	Iteration 52Q: 3 clusters Score -538186.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -538186.687500 Penalty: 4399.988281
	Iteration 53F: 3 clusters Score -538186.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Entering Unmasked Estep 
Score: -241923.968750 Penalty: 2003.745361
	Iteration 0F: 2 clusters Score -241924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -238549.859375 Penalty: 4007.490723
	Iteration 0F: 3 clusters Score -238549.9 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -239240.359375 Penalty: 4007.490723
	Iteration 1F: 3 clusters Score -239240.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -239384.234375 Penalty: 4007.490723
	Iteration 2F: 3 clusters Score -239384.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -239460.015625 Penalty: 4007.490723
	Iteration 3Q: 3 clusters Score -239460 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -239509.156250 Penalty: 4007.490723
	Iteration 4Q: 3 clusters Score -239509.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -239542.656250 Penalty: 4007.490723
	Iteration 5Q: 3 clusters Score -239542.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -239563.031250 Penalty: 4007.490723
	Iteration 6Q: 3 clusters Score -239563 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -239587.781250 Penalty: 4007.490723
	Iteration 7Q: 3 clusters Score -239587.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -239603.484375 Penalty: 4007.490723
	Iteration 8Q: 3 clusters Score -239603.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -239618.171875 Penalty: 4007.490723
	Iteration 9Q: 3 clusters Score -239618.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -239632.046875 Penalty: 4007.490723
	Iteration 10Q: 3 clusters Score -239632 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -239643.234375 Penalty: 4007.490723
	Iteration 11Q: 3 clusters Score -239643.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -239651.906250 Penalty: 4007.490723
	Iteration 12Q: 3 clusters Score -239651.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -239659.671875 Penalty: 4007.490723
	Iteration 13Q: 3 clusters Score -239659.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -239668.031250 Penalty: 4007.490723
	Iteration 14Q: 3 clusters Score -239668 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -239679.281250 Penalty: 4007.490723
	Iteration 15Q: 3 clusters Score -239679.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -239685.875000 Penalty: 4007.490723
	Iteration 16Q: 3 clusters Score -239685.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -239693.734375 Penalty: 4007.490723
	Iteration 17Q: 3 clusters Score -239693.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -239700.250000 Penalty: 4007.490723
	Iteration 18Q: 3 clusters Score -239700.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -239703.265625 Penalty: 4007.490723
	Iteration 19Q: 3 clusters Score -239703.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -239704.781250 Penalty: 4007.490723
	Iteration 20F: 3 clusters Score -239704.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -239706.484375 Penalty: 4007.490723
	Iteration 21Q: 3 clusters Score -239706.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -239708.656250 Penalty: 4007.490723
	Iteration 22Q: 3 clusters Score -239708.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -239713.250000 Penalty: 4007.490723
	Iteration 23Q: 3 clusters Score -239713.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -239717.031250 Penalty: 4007.490723
	Iteration 24Q: 3 clusters Score -239717 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -239720.078125 Penalty: 4007.490723
	Iteration 25Q: 3 clusters Score -239720.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -239723.781250 Penalty: 4007.490723
	Iteration 26Q: 3 clusters Score -239723.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -239728.859375 Penalty: 4007.490723
	Iteration 27Q: 3 clusters Score -239728.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -239734.218750 Penalty: 4007.490723
	Iteration 28Q: 3 clusters Score -239734.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -239736.375000 Penalty: 4007.490723
	Iteration 29Q: 3 clusters Score -239736.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -239739.296875 Penalty: 4007.490723
	Iteration 30Q: 3 clusters Score -239739.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -239741.421875 Penalty: 4007.490723
	Iteration 31Q: 3 clusters Score -239741.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -239742.890625 Penalty: 4007.490723
	Iteration 32Q: 3 clusters Score -239742.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -239745.421875 Penalty: 4007.490723
	Iteration 33Q: 3 clusters Score -239745.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -239747.468750 Penalty: 4007.490723
	Iteration 34Q: 3 clusters Score -239747.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -239749.890625 Penalty: 4007.490723
	Iteration 35Q: 3 clusters Score -239749.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -239750.343750 Penalty: 4007.490723
	Iteration 36Q: 3 clusters Score -239750.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -239750.609375 Penalty: 4007.490723
	Iteration 37Q: 3 clusters Score -239750.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -239750.812500 Penalty: 4007.490723
	Iteration 38Q: 3 clusters Score -239750.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -239751.640625 Penalty: 4007.490723
	Iteration 39Q: 3 clusters Score -239751.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -239751.640625 Penalty: 4007.490723
	Iteration 40F: 3 clusters Score -239751.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (69464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69464 members 
Entering Unmasked Estep 
Score: -5640967.500000 Penalty: 2764.843994
	Iteration 0F: 2 clusters Score -5640968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34910 members 
Mstep: Class 2 contains 34554 members 
Entering Unmasked Estep 
Score: -5594467.000000 Penalty: 5529.687988
	Iteration 0F: 3 clusters Score -5594467 nChanged 32419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35823 members 
Mstep: Class 2 contains 33641 members 
Entering Unmasked Estep 
Score: -5613113.000000 Penalty: 5529.687988
	Iteration 1F: 3 clusters Score -5613113 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36594 members 
Mstep: Class 2 contains 32870 members 
Entering Unmasked Estep 
Score: -5614211.500000 Penalty: 5529.687988
	Iteration 2Q: 3 clusters Score -5614212 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37706 members 
Mstep: Class 2 contains 31758 members 
Entering Unmasked Estep 
Score: -5615812.500000 Penalty: 5529.687988
	Iteration 3Q: 3 clusters Score -5615812 nChanged 3770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39266 members 
Mstep: Class 2 contains 30198 members 
Entering Unmasked Estep 
Score: -5618170.500000 Penalty: 5529.687988
	Iteration 4F: 3 clusters Score -5618170 nChanged 4468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41346 members 
Mstep: Class 2 contains 28118 members 
Entering Unmasked Estep 
Score: -5621427.000000 Penalty: 5529.687988
	Iteration 5F: 3 clusters Score -5621427 nChanged 4770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43814 members 
Mstep: Class 2 contains 25650 members 
Entering Unmasked Estep 
Score: -5625226.000000 Penalty: 5529.687988
	Iteration 6F: 3 clusters Score -5625226 nChanged 4621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46129 members 
Mstep: Class 2 contains 23335 members 
Entering Unmasked Estep 
Score: -5629043.500000 Penalty: 5529.687988
	Iteration 7F: 3 clusters Score -5629044 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48041 members 
Mstep: Class 2 contains 21423 members 
Entering Unmasked Estep 
Score: -5632409.000000 Penalty: 5529.687988
	Iteration 8F: 3 clusters Score -5632409 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49579 members 
Mstep: Class 2 contains 19885 members 
Entering Unmasked Estep 
Score: -5635258.000000 Penalty: 5529.687988
	Iteration 9Q: 3 clusters Score -5635258 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50745 members 
Mstep: Class 2 contains 18719 members 
Entering Unmasked Estep 
Score: -5636987.000000 Penalty: 5529.687988
	Iteration 10Q: 3 clusters Score -5636987 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51785 members 
Mstep: Class 2 contains 17679 members 
Entering Unmasked Estep 
Score: -5637862.500000 Penalty: 5529.687988
	Iteration 11Q: 3 clusters Score -5637862 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52628 members 
Mstep: Class 2 contains 16836 members 
Entering Unmasked Estep 
Score: -5638335.500000 Penalty: 5529.687988
	Iteration 12Q: 3 clusters Score -5638336 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53372 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -5638600.500000 Penalty: 5529.687988
	Iteration 13Q: 3 clusters Score -5638600 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54020 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
Score: -5638860.000000 Penalty: 5529.687988
	Iteration 14Q: 3 clusters Score -5638860 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54602 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -5639045.500000 Penalty: 5529.687988
	Iteration 15Q: 3 clusters Score -5639046 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55139 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -5639188.500000 Penalty: 5529.687988
	Iteration 16Q: 3 clusters Score -5639188 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55651 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -5639290.500000 Penalty: 5529.687988
	Iteration 17Q: 3 clusters Score -5639290 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56119 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -5639400.000000 Penalty: 5529.687988
	Iteration 18Q: 3 clusters Score -5639400 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56529 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -5639524.500000 Penalty: 5529.687988
	Iteration 19Q: 3 clusters Score -5639524 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56945 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -5639614.000000 Penalty: 5529.687988
	Iteration 20F: 3 clusters Score -5639614 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57316 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -5639696.000000 Penalty: 5529.687988
	Iteration 21Q: 3 clusters Score -5639696 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57650 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -5639768.500000 Penalty: 5529.687988
	Iteration 22Q: 3 clusters Score -5639768 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57967 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -5639812.000000 Penalty: 5529.687988
	Iteration 23Q: 3 clusters Score -5639812 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58262 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -5639882.500000 Penalty: 5529.687988
	Iteration 24Q: 3 clusters Score -5639882 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58544 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -5639930.000000 Penalty: 5529.687988
	Iteration 25Q: 3 clusters Score -5639930 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58801 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -5639962.000000 Penalty: 5529.687988
	Iteration 26Q: 3 clusters Score -5639962 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59046 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -5640002.500000 Penalty: 5529.687988
	Iteration 27Q: 3 clusters Score -5640002 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59251 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -5640042.500000 Penalty: 5529.687988
	Iteration 28Q: 3 clusters Score -5640042 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59447 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -5640050.500000 Penalty: 5529.687988
	Iteration 29Q: 3 clusters Score -5640050 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59626 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -5640070.000000 Penalty: 5529.687988
	Iteration 30Q: 3 clusters Score -5640070 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59769 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -5640092.500000 Penalty: 5529.687988
	Iteration 31Q: 3 clusters Score -5640092 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59905 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -5640087.500000 Penalty: 5529.687988
	Iteration 32Q: 3 clusters Score -5640088 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60015 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -5640100.500000 Penalty: 5529.687988
	Iteration 33Q: 3 clusters Score -5640100 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60121 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -5640129.000000 Penalty: 5529.687988
	Iteration 34Q: 3 clusters Score -5640129 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60228 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -5640129.500000 Penalty: 5529.687988
	Iteration 35Q: 3 clusters Score -5640130 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60325 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -5640137.000000 Penalty: 5529.687988
	Iteration 36Q: 3 clusters Score -5640137 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60426 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -5640163.500000 Penalty: 5529.687988
	Iteration 37Q: 3 clusters Score -5640164 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60525 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -5640184.500000 Penalty: 5529.687988
	Iteration 38Q: 3 clusters Score -5640184 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60636 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -5640202.000000 Penalty: 5529.687988
	Iteration 39Q: 3 clusters Score -5640202 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60744 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -5640189.500000 Penalty: 5529.687988
	Iteration 40F: 3 clusters Score -5640190 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60829 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -5640208.000000 Penalty: 5529.687988
	Iteration 41Q: 3 clusters Score -5640208 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60912 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -5640204.000000 Penalty: 5529.687988
	Iteration 42Q: 3 clusters Score -5640204 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60986 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -5640223.500000 Penalty: 5529.687988
	Iteration 43Q: 3 clusters Score -5640224 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61052 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -5640241.500000 Penalty: 5529.687988
	Iteration 44Q: 3 clusters Score -5640242 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61111 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -5640242.500000 Penalty: 5529.687988
	Iteration 45Q: 3 clusters Score -5640242 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61160 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -5640241.000000 Penalty: 5529.687988
	Iteration 46Q: 3 clusters Score -5640241 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61202 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -5640243.500000 Penalty: 5529.687988
	Iteration 47Q: 3 clusters Score -5640244 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61244 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -5640261.500000 Penalty: 5529.687988
	Iteration 48Q: 3 clusters Score -5640262 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61288 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -5640244.000000 Penalty: 5529.687988
	Iteration 49Q: 3 clusters Score -5640244 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61327 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -5640268.500000 Penalty: 5529.687988
	Iteration 50Q: 3 clusters Score -5640268 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61364 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -5640269.000000 Penalty: 5529.687988
	Iteration 51Q: 3 clusters Score -5640269 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61401 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -5640274.500000 Penalty: 5529.687988
	Iteration 52Q: 3 clusters Score -5640274 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61444 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -5640274.000000 Penalty: 5529.687988
	Iteration 53Q: 3 clusters Score -5640274 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61465 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -5640287.000000 Penalty: 5529.687988
	Iteration 54Q: 3 clusters Score -5640287 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61485 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -5640290.000000 Penalty: 5529.687988
	Iteration 55Q: 3 clusters Score -5640290 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61511 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -5640284.000000 Penalty: 5529.687988
	Iteration 56Q: 3 clusters Score -5640284 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61533 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -5640288.500000 Penalty: 5529.687988
	Iteration 57Q: 3 clusters Score -5640288 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61549 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -5640288.000000 Penalty: 5529.687988
	Iteration 58Q: 3 clusters Score -5640288 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61567 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -5640286.500000 Penalty: 5529.687988
	Iteration 59Q: 3 clusters Score -5640286 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61589 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -5640286.500000 Penalty: 5529.687988
	Iteration 60F: 3 clusters Score -5640286 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61609 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -5640309.500000 Penalty: 5529.687988
	Iteration 61Q: 3 clusters Score -5640310 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61624 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -5640306.500000 Penalty: 5529.687988
	Iteration 62Q: 3 clusters Score -5640306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61632 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -5640302.500000 Penalty: 5529.687988
	Iteration 63Q: 3 clusters Score -5640302 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61642 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -5640302.500000 Penalty: 5529.687988
	Iteration 64Q: 3 clusters Score -5640302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61649 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -5640304.500000 Penalty: 5529.687988
	Iteration 65Q: 3 clusters Score -5640304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61656 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -5640302.500000 Penalty: 5529.687988
	Iteration 66Q: 3 clusters Score -5640302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61661 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -5640309.500000 Penalty: 5529.687988
	Iteration 67Q: 3 clusters Score -5640310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61669 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -5640306.500000 Penalty: 5529.687988
	Iteration 68Q: 3 clusters Score -5640306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61674 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -5640309.500000 Penalty: 5529.687988
	Iteration 69Q: 3 clusters Score -5640310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61681 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -5640304.500000 Penalty: 5529.687988
	Iteration 70Q: 3 clusters Score -5640304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61686 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -5640303.500000 Penalty: 5529.687988
	Iteration 71Q: 3 clusters Score -5640304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61687 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -5640309.000000 Penalty: 5529.687988
	Iteration 72Q: 3 clusters Score -5640309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61689 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -5640307.000000 Penalty: 5529.687988
	Iteration 73Q: 3 clusters Score -5640307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61691 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -5640307.000000 Penalty: 5529.687988
	Iteration 74Q: 3 clusters Score -5640307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61693 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -5640305.500000 Penalty: 5529.687988
	Iteration 75Q: 3 clusters Score -5640306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61694 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -5640309.000000 Penalty: 5529.687988
	Iteration 76Q: 3 clusters Score -5640309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61695 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -5640306.500000 Penalty: 5529.687988
	Iteration 77Q: 3 clusters Score -5640306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61698 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -5640312.500000 Penalty: 5529.687988
	Iteration 78Q: 3 clusters Score -5640312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61699 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -5640315.500000 Penalty: 5529.687988
	Iteration 79Q: 3 clusters Score -5640316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61701 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -5640310.500000 Penalty: 5529.687988
	Iteration 80F: 3 clusters Score -5640310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61707 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -5640308.000000 Penalty: 5529.687988
	Iteration 81Q: 3 clusters Score -5640308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61712 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -5640306.500000 Penalty: 5529.687988
	Iteration 82Q: 3 clusters Score -5640306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61718 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -5640303.500000 Penalty: 5529.687988
	Iteration 83Q: 3 clusters Score -5640304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61721 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -5640306.500000 Penalty: 5529.687988
	Iteration 84Q: 3 clusters Score -5640306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61724 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -5640308.000000 Penalty: 5529.687988
	Iteration 85Q: 3 clusters Score -5640308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61730 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -5640307.000000 Penalty: 5529.687988
	Iteration 86Q: 3 clusters Score -5640307 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61733 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -5640311.500000 Penalty: 5529.687988
	Iteration 87Q: 3 clusters Score -5640312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61742 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -5640316.500000 Penalty: 5529.687988
	Iteration 88Q: 3 clusters Score -5640316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61746 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -5640321.500000 Penalty: 5529.687988
	Iteration 89Q: 3 clusters Score -5640322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61751 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -5640325.000000 Penalty: 5529.687988
	Iteration 90Q: 3 clusters Score -5640325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61753 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -5640320.000000 Penalty: 5529.687988
	Iteration 91Q: 3 clusters Score -5640320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61756 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -5640319.000000 Penalty: 5529.687988
	Iteration 92Q: 3 clusters Score -5640319 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61762 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -5640326.000000 Penalty: 5529.687988
	Iteration 93Q: 3 clusters Score -5640326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61765 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -5640316.500000 Penalty: 5529.687988
	Iteration 94Q: 3 clusters Score -5640316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61768 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -5640311.000000 Penalty: 5529.687988
	Iteration 95Q: 3 clusters Score -5640311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61770 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -5640313.500000 Penalty: 5529.687988
	Iteration 96Q: 3 clusters Score -5640314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61772 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -5640318.500000 Penalty: 5529.687988
	Iteration 97Q: 3 clusters Score -5640318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61774 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -5640318.500000 Penalty: 5529.687988
	Iteration 98Q: 3 clusters Score -5640318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61776 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -5640321.500000 Penalty: 5529.687988
	Iteration 99Q: 3 clusters Score -5640322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61777 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -5640325.000000 Penalty: 5529.687988
	Iteration 100F: 3 clusters Score -5640325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61779 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -5640323.000000 Penalty: 5529.687988
	Iteration 101Q: 3 clusters Score -5640323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61780 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -5640323.000000 Penalty: 5529.687988
	Iteration 102Q: 3 clusters Score -5640323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61781 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -5640328.500000 Penalty: 5529.687988
	Iteration 103Q: 3 clusters Score -5640328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61781 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -5640328.500000 Penalty: 5529.687988
	Iteration 104F: 3 clusters Score -5640328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (9585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Entering Unmasked Estep 
Score: -699945.000000 Penalty: 2273.652588
	Iteration 0F: 2 clusters Score -699945 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -692541.250000 Penalty: 4547.305176
	Iteration 0F: 3 clusters Score -692541.2 nChanged 4064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -694802.437500 Penalty: 4547.305176
	Iteration 1F: 3 clusters Score -694802.4 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -695202.812500 Penalty: 4547.305176
	Iteration 2F: 3 clusters Score -695202.8 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -695575.437500 Penalty: 4547.305176
	Iteration 3F: 3 clusters Score -695575.4 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -695948.625000 Penalty: 4547.305176
	Iteration 4F: 3 clusters Score -695948.6 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -696312.750000 Penalty: 4547.305176
	Iteration 5F: 3 clusters Score -696312.8 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -696660.625000 Penalty: 4547.305176
	Iteration 6F: 3 clusters Score -696660.6 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -696980.812500 Penalty: 4547.305176
	Iteration 7Q: 3 clusters Score -696980.8 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -697335.062500 Penalty: 4547.305176
	Iteration 8Q: 3 clusters Score -697335.1 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -697804.062500 Penalty: 4547.305176
	Iteration 9F: 3 clusters Score -697804.1 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -698280.687500 Penalty: 4547.305176
	Iteration 10F: 3 clusters Score -698280.7 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -698898.250000 Penalty: 4547.305176
	Iteration 11F: 3 clusters Score -698898.2 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -699498.562500 Penalty: 4547.305176
	Iteration 12F: 3 clusters Score -699498.6 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -699809.625000 Penalty: 4547.305176
	Iteration 13Q: 3 clusters Score -699809.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -699957.250000 Penalty: 4547.305176
	Iteration 14Q: 3 clusters Score -699957.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -700044.125000 Penalty: 4547.305176
	Iteration 15Q: 3 clusters Score -700044.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -700089.375000 Penalty: 4547.305176
	Iteration 16Q: 3 clusters Score -700089.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -700125.250000 Penalty: 4547.305176
	Iteration 17Q: 3 clusters Score -700125.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -700166.687500 Penalty: 4547.305176
	Iteration 18Q: 3 clusters Score -700166.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -700206.250000 Penalty: 4547.305176
	Iteration 19Q: 3 clusters Score -700206.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -700234.625000 Penalty: 4547.305176
	Iteration 20F: 3 clusters Score -700234.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -700251.125000 Penalty: 4547.305176
	Iteration 21Q: 3 clusters Score -700251.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -700265.125000 Penalty: 4547.305176
	Iteration 22Q: 3 clusters Score -700265.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -700271.625000 Penalty: 4547.305176
	Iteration 23Q: 3 clusters Score -700271.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -700283.875000 Penalty: 4547.305176
	Iteration 24Q: 3 clusters Score -700283.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -700294.750000 Penalty: 4547.305176
	Iteration 25Q: 3 clusters Score -700294.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -700304.125000 Penalty: 4547.305176
	Iteration 26Q: 3 clusters Score -700304.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -700311.500000 Penalty: 4547.305176
	Iteration 27Q: 3 clusters Score -700311.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -700320.375000 Penalty: 4547.305176
	Iteration 28Q: 3 clusters Score -700320.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -700329.375000 Penalty: 4547.305176
	Iteration 29Q: 3 clusters Score -700329.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -700337.437500 Penalty: 4547.305176
	Iteration 30Q: 3 clusters Score -700337.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -700345.812500 Penalty: 4547.305176
	Iteration 31Q: 3 clusters Score -700345.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -700353.125000 Penalty: 4547.305176
	Iteration 32Q: 3 clusters Score -700353.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -700365.687500 Penalty: 4547.305176
	Iteration 33Q: 3 clusters Score -700365.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -700378.750000 Penalty: 4547.305176
	Iteration 34Q: 3 clusters Score -700378.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -700405.000000 Penalty: 4547.305176
	Iteration 35Q: 3 clusters Score -700405 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -700433.375000 Penalty: 4547.305176
	Iteration 36Q: 3 clusters Score -700433.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -700454.875000 Penalty: 4547.305176
	Iteration 37Q: 3 clusters Score -700454.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -700474.375000 Penalty: 4547.305176
	Iteration 38Q: 3 clusters Score -700474.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -700492.000000 Penalty: 4547.305176
	Iteration 39Q: 3 clusters Score -700492 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -700512.500000 Penalty: 4547.305176
	Iteration 40F: 3 clusters Score -700512.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -700524.750000 Penalty: 4547.305176
	Iteration 41Q: 3 clusters Score -700524.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -700531.125000 Penalty: 4547.305176
	Iteration 42Q: 3 clusters Score -700531.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -700539.687500 Penalty: 4547.305176
	Iteration 43Q: 3 clusters Score -700539.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -700544.500000 Penalty: 4547.305176
	Iteration 44Q: 3 clusters Score -700544.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -700546.812500 Penalty: 4547.305176
	Iteration 45Q: 3 clusters Score -700546.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -700551.125000 Penalty: 4547.305176
	Iteration 46Q: 3 clusters Score -700551.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -700552.437500 Penalty: 4547.305176
	Iteration 47Q: 3 clusters Score -700552.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -700551.812500 Penalty: 4547.305176
	Iteration 48Q: 3 clusters Score -700551.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -700551.812500 Penalty: 4547.305176
	Iteration 49F: 3 clusters Score -700551.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 76121 members 
Mstep: Class 2 contains 24661 members 
Mstep: Class 3 contains 2318 members 
Mstep: Class 4 contains 3655 members 
Mstep: Class 5 contains 33865 members 
Mstep: Class 6 contains 154747 members 
Mstep: Class 7 contains 8849 members 
Mstep: Class 8 contains 8703 members 
Mstep: Class 9 contains 75171 members 
Mstep: Class 10 contains 53469 members 
Mstep: Class 11 contains 6625 members 
Mstep: Class 12 contains 69921 members 
Mstep: Class 13 contains 6004 members 
Mstep: Class 14 contains 17776 members 
Mstep: Class 15 contains 17658 members 
Mstep: Class 16 contains 14871 members 
Mstep: Class 17 contains 33831 members 
Mstep: Class 18 contains 7412 members 
Mstep: Class 19 contains 5632 members 
Mstep: Class 20 contains 11508 members 
Mstep: Class 21 contains 11414 members 
Mstep: Class 22 contains 9999 members 
Mstep: Class 23 contains 29400 members 
Mstep: Class 24 contains 603361 members 
Mstep: Class 25 contains 70097 members 
Mstep: Class 26 contains 7122 members 
Mstep: Class 27 contains 3228 members 
Mstep: Class 28 contains 69464 members 
Mstep: Class 29 contains 6700 members 
Mstep: Class 30 contains 14692 members 
Mstep: Class 31 contains 1921 members 
Mstep: Class 32 contains 2885 members 
Entering Unmasked Estep 
Score: -111972160.000000 Penalty: 112659.960938
Splitting cluster 29 changes total score from -111972840.000000 to -111972160.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (14692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14692 members 
Entering Unmasked Estep 
Score: -1213601.750000 Penalty: 2379.574463
	Iteration 0F: 2 clusters Score -1213602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1202883.625000 Penalty: 4759.148926
	Iteration 0F: 3 clusters Score -1202884 nChanged 6315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1206285.375000 Penalty: 4759.148926
	Iteration 1F: 3 clusters Score -1206285 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -1206635.000000 Penalty: 4759.148926
	Iteration 2F: 3 clusters Score -1206635 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -1206943.250000 Penalty: 4759.148926
	Iteration 3Q: 3 clusters Score -1206943 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1207265.250000 Penalty: 4759.148926
	Iteration 4Q: 3 clusters Score -1207265 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -1207577.375000 Penalty: 4759.148926
	Iteration 5Q: 3 clusters Score -1207577 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -1207886.250000 Penalty: 4759.148926
	Iteration 6Q: 3 clusters Score -1207886 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1208215.250000 Penalty: 4759.148926
	Iteration 7Q: 3 clusters Score -1208215 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -1208509.625000 Penalty: 4759.148926
	Iteration 8Q: 3 clusters Score -1208510 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -1208748.875000 Penalty: 4759.148926
	Iteration 9Q: 3 clusters Score -1208749 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -1208978.000000 Penalty: 4759.148926
	Iteration 10Q: 3 clusters Score -1208978 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -1209213.625000 Penalty: 4759.148926
	Iteration 11Q: 3 clusters Score -1209214 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -1209434.375000 Penalty: 4759.148926
	Iteration 12Q: 3 clusters Score -1209434 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -1209634.500000 Penalty: 4759.148926
	Iteration 13Q: 3 clusters Score -1209634 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -1209824.125000 Penalty: 4759.148926
	Iteration 14Q: 3 clusters Score -1209824 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -1209976.750000 Penalty: 4759.148926
	Iteration 15Q: 3 clusters Score -1209977 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -1210091.750000 Penalty: 4759.148926
	Iteration 16Q: 3 clusters Score -1210092 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -1210174.125000 Penalty: 4759.148926
	Iteration 17Q: 3 clusters Score -1210174 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -1210220.000000 Penalty: 4759.148926
	Iteration 18Q: 3 clusters Score -1210220 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -1210255.875000 Penalty: 4759.148926
	Iteration 19Q: 3 clusters Score -1210256 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -1210282.625000 Penalty: 4759.148926
	Iteration 20F: 3 clusters Score -1210283 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -1210301.000000 Penalty: 4759.148926
	Iteration 21Q: 3 clusters Score -1210301 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -1210322.375000 Penalty: 4759.148926
	Iteration 22Q: 3 clusters Score -1210322 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -1210337.500000 Penalty: 4759.148926
	Iteration 23Q: 3 clusters Score -1210338 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1210358.250000 Penalty: 4759.148926
	Iteration 24Q: 3 clusters Score -1210358 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -1210377.500000 Penalty: 4759.148926
	Iteration 25Q: 3 clusters Score -1210378 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -1210400.250000 Penalty: 4759.148926
	Iteration 26Q: 3 clusters Score -1210400 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -1210417.750000 Penalty: 4759.148926
	Iteration 27Q: 3 clusters Score -1210418 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1210429.500000 Penalty: 4759.148926
	Iteration 28Q: 3 clusters Score -1210430 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -1210434.625000 Penalty: 4759.148926
	Iteration 29Q: 3 clusters Score -1210435 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -1210436.250000 Penalty: 4759.148926
	Iteration 30Q: 3 clusters Score -1210436 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1210437.750000 Penalty: 4759.148926
	Iteration 31Q: 3 clusters Score -1210438 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -1210439.500000 Penalty: 4759.148926
	Iteration 32Q: 3 clusters Score -1210440 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -1210447.375000 Penalty: 4759.148926
	Iteration 33Q: 3 clusters Score -1210447 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -1210447.500000 Penalty: 4759.148926
	Iteration 34Q: 3 clusters Score -1210448 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1210454.250000 Penalty: 4759.148926
	Iteration 35Q: 3 clusters Score -1210454 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -1210455.500000 Penalty: 4759.148926
	Iteration 36Q: 3 clusters Score -1210456 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -1210456.875000 Penalty: 4759.148926
	Iteration 37Q: 3 clusters Score -1210457 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1210458.875000 Penalty: 4759.148926
	Iteration 38Q: 3 clusters Score -1210459 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -1210463.625000 Penalty: 4759.148926
	Iteration 39Q: 3 clusters Score -1210464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -1210465.500000 Penalty: 4759.148926
	Iteration 40F: 3 clusters Score -1210466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -1210463.500000 Penalty: 4759.148926
	Iteration 41Q: 3 clusters Score -1210464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -1210461.500000 Penalty: 4759.148926
	Iteration 42Q: 3 clusters Score -1210462 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1210465.875000 Penalty: 4759.148926
	Iteration 43Q: 3 clusters Score -1210466 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -1210463.750000 Penalty: 4759.148926
	Iteration 44Q: 3 clusters Score -1210464 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -1210467.250000 Penalty: 4759.148926
	Iteration 45Q: 3 clusters Score -1210467 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -1210469.375000 Penalty: 4759.148926
	Iteration 46Q: 3 clusters Score -1210469 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -1210469.625000 Penalty: 4759.148926
	Iteration 47Q: 3 clusters Score -1210470 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -1210469.250000 Penalty: 4759.148926
	Iteration 48Q: 3 clusters Score -1210469 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -1210470.375000 Penalty: 4759.148926
	Iteration 49Q: 3 clusters Score -1210470 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -1210472.625000 Penalty: 4759.148926
	Iteration 50Q: 3 clusters Score -1210473 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -1210473.625000 Penalty: 4759.148926
	Iteration 51Q: 3 clusters Score -1210474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1210473.500000 Penalty: 4759.148926
	Iteration 52Q: 3 clusters Score -1210474 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -1210480.750000 Penalty: 4759.148926
	Iteration 53Q: 3 clusters Score -1210481 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -1210479.500000 Penalty: 4759.148926
	Iteration 54Q: 3 clusters Score -1210480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -1210482.500000 Penalty: 4759.148926
	Iteration 55Q: 3 clusters Score -1210482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -1210483.625000 Penalty: 4759.148926
	Iteration 56Q: 3 clusters Score -1210484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -1210486.250000 Penalty: 4759.148926
	Iteration 57Q: 3 clusters Score -1210486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -1210486.250000 Penalty: 4759.148926
	Iteration 58Q: 3 clusters Score -1210486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -1210486.625000 Penalty: 4759.148926
	Iteration 59Q: 3 clusters Score -1210487 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -1210485.375000 Penalty: 4759.148926
	Iteration 60F: 3 clusters Score -1210485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -1210485.750000 Penalty: 4759.148926
	Iteration 61Q: 3 clusters Score -1210486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -1210485.375000 Penalty: 4759.148926
	Iteration 62Q: 3 clusters Score -1210485 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -1210486.875000 Penalty: 4759.148926
	Iteration 63Q: 3 clusters Score -1210487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -1210487.250000 Penalty: 4759.148926
	Iteration 64Q: 3 clusters Score -1210487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -1210487.250000 Penalty: 4759.148926
	Iteration 65Q: 3 clusters Score -1210487 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -1210487.250000 Penalty: 4759.148926
	Iteration 66F: 3 clusters Score -1210487 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 76121 members 
Mstep: Class 2 contains 24661 members 
Mstep: Class 3 contains 2318 members 
Mstep: Class 4 contains 3655 members 
Mstep: Class 5 contains 33865 members 
Mstep: Class 6 contains 154747 members 
Mstep: Class 7 contains 8849 members 
Mstep: Class 8 contains 8703 members 
Mstep: Class 9 contains 75171 members 
Mstep: Class 10 contains 53469 members 
Mstep: Class 11 contains 6625 members 
Mstep: Class 12 contains 69921 members 
Mstep: Class 13 contains 6004 members 
Mstep: Class 14 contains 17776 members 
Mstep: Class 15 contains 17658 members 
Mstep: Class 16 contains 14871 members 
Mstep: Class 17 contains 33831 members 
Mstep: Class 18 contains 7412 members 
Mstep: Class 19 contains 5632 members 
Mstep: Class 20 contains 11508 members 
Mstep: Class 21 contains 11414 members 
Mstep: Class 22 contains 9999 members 
Mstep: Class 23 contains 29400 members 
Mstep: Class 24 contains 603361 members 
Mstep: Class 25 contains 70097 members 
Mstep: Class 26 contains 7122 members 
Mstep: Class 27 contains 3228 members 
Mstep: Class 28 contains 69464 members 
Mstep: Class 29 contains 9585 members 
Mstep: Class 30 contains 14692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111973544.000000 Penalty: 109139.343750
Iteration 79Q: 32 clusters Score -1.119735e+08 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 76096 members 
Mstep: Class 2 contains 24649 members 
Mstep: Class 3 contains 2704 members 
Mstep: Class 4 contains 3620 members 
Mstep: Class 5 contains 34479 members 
Mstep: Class 6 contains 154738 members 
Mstep: Class 7 contains 8753 members 
Mstep: Class 8 contains 8589 members 
Mstep: Class 9 contains 75165 members 
Mstep: Class 10 contains 53685 members 
Mstep: Class 11 contains 6628 members 
Mstep: Class 12 contains 69735 members 
Mstep: Class 13 contains 6005 members 
Mstep: Class 14 contains 17766 members 
Mstep: Class 15 contains 17658 members 
Mstep: Class 16 contains 14882 members 
Mstep: Class 17 contains 33929 members 
Mstep: Class 18 contains 7349 members 
Mstep: Class 19 contains 5632 members 
Mstep: Class 20 contains 11510 members 
Mstep: Class 21 contains 11411 members 
Mstep: Class 22 contains 9971 members 
Mstep: Class 23 contains 29331 members 
Mstep: Class 24 contains 602755 members 
Mstep: Class 25 contains 69983 members 
Mstep: Class 26 contains 7138 members 
Mstep: Class 27 contains 3239 members 
Mstep: Class 28 contains 69503 members 
Mstep: Class 29 contains 9593 members 
Mstep: Class 30 contains 14695 members 
Mstep: Class 31 contains 1889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111974264.000000 Penalty: 109139.343750
Iteration 80F: 32 clusters Score -1.119743e+08 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 76086 members 
Mstep: Class 2 contains 24642 members 
Mstep: Class 3 contains 2936 members 
Mstep: Class 4 contains 3600 members 
Mstep: Class 5 contains 35138 members 
Mstep: Class 6 contains 154733 members 
Mstep: Class 7 contains 8703 members 
Mstep: Class 8 contains 8511 members 
Mstep: Class 9 contains 75161 members 
Mstep: Class 10 contains 53915 members 
Mstep: Class 11 contains 6629 members 
Mstep: Class 12 contains 69517 members 
Mstep: Class 13 contains 6006 members 
Mstep: Class 14 contains 17701 members 
Mstep: Class 15 contains 17649 members 
Mstep: Class 16 contains 14897 members 
Mstep: Class 17 contains 34044 members 
Mstep: Class 18 contains 7273 members 
Mstep: Class 19 contains 5633 members 
Mstep: Class 20 contains 11484 members 
Mstep: Class 21 contains 11404 members 
Mstep: Class 22 contains 9950 members 
Mstep: Class 23 contains 29287 members 
Mstep: Class 24 contains 602082 members 
Mstep: Class 25 contains 69870 members 
Mstep: Class 26 contains 7146 members 
Mstep: Class 27 contains 3241 members 
Mstep: Class 28 contains 69533 members 
Mstep: Class 29 contains 9452 members 
Mstep: Class 30 contains 14705 members 
Mstep: Class 31 contains 2153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111974768.000000 Penalty: 109139.343750
Iteration 81Q: 32 clusters Score -1.119748e+08 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 76063 members 
Mstep: Class 2 contains 24632 members 
Mstep: Class 3 contains 3043 members 
Mstep: Class 4 contains 3589 members 
Mstep: Class 5 contains 35824 members 
Mstep: Class 6 contains 154713 members 
Mstep: Class 7 contains 8683 members 
Mstep: Class 8 contains 8474 members 
Mstep: Class 9 contains 75139 members 
Mstep: Class 10 contains 54144 members 
Mstep: Class 11 contains 6629 members 
Mstep: Class 12 contains 69256 members 
Mstep: Class 13 contains 6006 members 
Mstep: Class 14 contains 17709 members 
Mstep: Class 15 contains 17651 members 
Mstep: Class 16 contains 14923 members 
Mstep: Class 17 contains 34160 members 
Mstep: Class 18 contains 7196 members 
Mstep: Class 19 contains 5632 members 
Mstep: Class 20 contains 11478 members 
Mstep: Class 21 contains 11394 members 
Mstep: Class 22 contains 9946 members 
Mstep: Class 23 contains 29255 members 
Mstep: Class 24 contains 601411 members 
Mstep: Class 25 contains 69737 members 
Mstep: Class 26 contains 7151 members 
Mstep: Class 27 contains 3245 members 
Mstep: Class 28 contains 69583 members 
Mstep: Class 29 contains 9359 members 
Mstep: Class 30 contains 14717 members 
Mstep: Class 31 contains 2339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111975264.000000 Penalty: 109139.343750
Iteration 82Q: 32 clusters Score -1.119753e+08 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 76038 members 
Mstep: Class 2 contains 24627 members 
Mstep: Class 3 contains 3138 members 
Mstep: Class 4 contains 3580 members 
Mstep: Class 5 contains 36563 members 
Mstep: Class 6 contains 154683 members 
Mstep: Class 7 contains 8667 members 
Mstep: Class 8 contains 8444 members 
Mstep: Class 9 contains 75120 members 
Mstep: Class 10 contains 54370 members 
Mstep: Class 11 contains 6629 members 
Mstep: Class 12 contains 69056 members 
Mstep: Class 13 contains 6003 members 
Mstep: Class 14 contains 17746 members 
Mstep: Class 15 contains 17650 members 
Mstep: Class 16 contains 14929 members 
Mstep: Class 17 contains 34244 members 
Mstep: Class 18 contains 7119 members 
Mstep: Class 19 contains 5629 members 
Mstep: Class 20 contains 11474 members 
Mstep: Class 21 contains 11389 members 
Mstep: Class 22 contains 9927 members 
Mstep: Class 23 contains 29236 members 
Mstep: Class 24 contains 600706 members 
Mstep: Class 25 contains 69603 members 
Mstep: Class 26 contains 7152 members 
Mstep: Class 27 contains 3248 members 
Mstep: Class 28 contains 69626 members 
Mstep: Class 29 contains 9284 members 
Mstep: Class 30 contains 14741 members 
Mstep: Class 31 contains 2460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111975616.000000 Penalty: 109139.343750
Iteration 83Q: 32 clusters Score -1.119756e+08 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 76019 members 
Mstep: Class 2 contains 24621 members 
Mstep: Class 3 contains 3200 members 
Mstep: Class 4 contains 3573 members 
Mstep: Class 5 contains 37291 members 
Mstep: Class 6 contains 154658 members 
Mstep: Class 7 contains 8650 members 
Mstep: Class 8 contains 8428 members 
Mstep: Class 9 contains 75112 members 
Mstep: Class 10 contains 54614 members 
Mstep: Class 11 contains 6630 members 
Mstep: Class 12 contains 68838 members 
Mstep: Class 13 contains 6001 members 
Mstep: Class 14 contains 17754 members 
Mstep: Class 15 contains 17640 members 
Mstep: Class 16 contains 14944 members 
Mstep: Class 17 contains 34342 members 
Mstep: Class 18 contains 7031 members 
Mstep: Class 19 contains 5631 members 
Mstep: Class 20 contains 11476 members 
Mstep: Class 21 contains 11380 members 
Mstep: Class 22 contains 9922 members 
Mstep: Class 23 contains 29230 members 
Mstep: Class 24 contains 599971 members 
Mstep: Class 25 contains 69505 members 
Mstep: Class 26 contains 7161 members 
Mstep: Class 27 contains 3250 members 
Mstep: Class 28 contains 69666 members 
Mstep: Class 29 contains 9231 members 
Mstep: Class 30 contains 14757 members 
Mstep: Class 31 contains 2555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111975840.000000 Penalty: 109139.343750
Iteration 84Q: 32 clusters Score -1.119758e+08 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75999 members 
Mstep: Class 2 contains 24617 members 
Mstep: Class 3 contains 3226 members 
Mstep: Class 4 contains 3567 members 
Mstep: Class 5 contains 38015 members 
Mstep: Class 6 contains 154637 members 
Mstep: Class 7 contains 8645 members 
Mstep: Class 8 contains 8422 members 
Mstep: Class 9 contains 75101 members 
Mstep: Class 10 contains 54829 members 
Mstep: Class 11 contains 6630 members 
Mstep: Class 12 contains 68646 members 
Mstep: Class 13 contains 6002 members 
Mstep: Class 14 contains 17763 members 
Mstep: Class 15 contains 17637 members 
Mstep: Class 16 contains 14939 members 
Mstep: Class 17 contains 34445 members 
Mstep: Class 18 contains 6954 members 
Mstep: Class 19 contains 5635 members 
Mstep: Class 20 contains 11477 members 
Mstep: Class 21 contains 11376 members 
Mstep: Class 22 contains 9917 members 
Mstep: Class 23 contains 29238 members 
Mstep: Class 24 contains 599260 members 
Mstep: Class 25 contains 69397 members 
Mstep: Class 26 contains 7174 members 
Mstep: Class 27 contains 3253 members 
Mstep: Class 28 contains 69696 members 
Mstep: Class 29 contains 9199 members 
Mstep: Class 30 contains 14760 members 
Mstep: Class 31 contains 2625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111976336.000000 Penalty: 109139.343750
Iteration 85Q: 32 clusters Score -1.119763e+08 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75979 members 
Mstep: Class 2 contains 24613 members 
Mstep: Class 3 contains 3250 members 
Mstep: Class 4 contains 3565 members 
Mstep: Class 5 contains 38784 members 
Mstep: Class 6 contains 154624 members 
Mstep: Class 7 contains 8641 members 
Mstep: Class 8 contains 8420 members 
Mstep: Class 9 contains 75074 members 
Mstep: Class 10 contains 55051 members 
Mstep: Class 11 contains 6629 members 
Mstep: Class 12 contains 68441 members 
Mstep: Class 13 contains 6001 members 
Mstep: Class 14 contains 17787 members 
Mstep: Class 15 contains 17632 members 
Mstep: Class 16 contains 14956 members 
Mstep: Class 17 contains 34529 members 
Mstep: Class 18 contains 6858 members 
Mstep: Class 19 contains 5636 members 
Mstep: Class 20 contains 11476 members 
Mstep: Class 21 contains 11371 members 
Mstep: Class 22 contains 9911 members 
Mstep: Class 23 contains 29242 members 
Mstep: Class 24 contains 598525 members 
Mstep: Class 25 contains 69304 members 
Mstep: Class 26 contains 7176 members 
Mstep: Class 27 contains 3259 members 
Mstep: Class 28 contains 69731 members 
Mstep: Class 29 contains 9169 members 
Mstep: Class 30 contains 14767 members 
Mstep: Class 31 contains 2680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111976480.000000 Penalty: 109139.343750
Iteration 86Q: 32 clusters Score -1.119765e+08 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75972 members 
Mstep: Class 2 contains 24606 members 
Mstep: Class 3 contains 3265 members 
Mstep: Class 4 contains 3564 members 
Mstep: Class 5 contains 39516 members 
Mstep: Class 6 contains 154613 members 
Mstep: Class 7 contains 8634 members 
Mstep: Class 8 contains 8418 members 
Mstep: Class 9 contains 75060 members 
Mstep: Class 10 contains 55281 members 
Mstep: Class 11 contains 6629 members 
Mstep: Class 12 contains 68234 members 
Mstep: Class 13 contains 5999 members 
Mstep: Class 14 contains 17819 members 
Mstep: Class 15 contains 17623 members 
Mstep: Class 16 contains 14968 members 
Mstep: Class 17 contains 34613 members 
Mstep: Class 18 contains 6780 members 
Mstep: Class 19 contains 5637 members 
Mstep: Class 20 contains 11478 members 
Mstep: Class 21 contains 11359 members 
Mstep: Class 22 contains 9910 members 
Mstep: Class 23 contains 29246 members 
Mstep: Class 24 contains 597836 members 
Mstep: Class 25 contains 69179 members 
Mstep: Class 26 contains 7175 members 
Mstep: Class 27 contains 3261 members 
Mstep: Class 28 contains 69769 members 
Mstep: Class 29 contains 9138 members 
Mstep: Class 30 contains 14783 members 
Mstep: Class 31 contains 2716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111976312.000000 Penalty: 109139.343750
Iteration 87Q: 32 clusters Score -1.119763e+08 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75967 members 
Mstep: Class 2 contains 24596 members 
Mstep: Class 3 contains 3279 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 40232 members 
Mstep: Class 6 contains 154608 members 
Mstep: Class 7 contains 8628 members 
Mstep: Class 8 contains 8412 members 
Mstep: Class 9 contains 75043 members 
Mstep: Class 10 contains 55531 members 
Mstep: Class 11 contains 6630 members 
Mstep: Class 12 contains 68010 members 
Mstep: Class 13 contains 6000 members 
Mstep: Class 14 contains 17841 members 
Mstep: Class 15 contains 17618 members 
Mstep: Class 16 contains 14994 members 
Mstep: Class 17 contains 34702 members 
Mstep: Class 18 contains 6705 members 
Mstep: Class 19 contains 5639 members 
Mstep: Class 20 contains 11476 members 
Mstep: Class 21 contains 11345 members 
Mstep: Class 22 contains 9910 members 
Mstep: Class 23 contains 29241 members 
Mstep: Class 24 contains 597130 members 
Mstep: Class 25 contains 69081 members 
Mstep: Class 26 contains 7180 members 
Mstep: Class 27 contains 3264 members 
Mstep: Class 28 contains 69795 members 
Mstep: Class 29 contains 9123 members 
Mstep: Class 30 contains 14796 members 
Mstep: Class 31 contains 2743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111976424.000000 Penalty: 109139.343750
Iteration 88Q: 32 clusters Score -1.119764e+08 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75960 members 
Mstep: Class 2 contains 24586 members 
Mstep: Class 3 contains 3290 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 41003 members 
Mstep: Class 6 contains 154599 members 
Mstep: Class 7 contains 8624 members 
Mstep: Class 8 contains 8410 members 
Mstep: Class 9 contains 75025 members 
Mstep: Class 10 contains 55766 members 
Mstep: Class 11 contains 6631 members 
Mstep: Class 12 contains 67795 members 
Mstep: Class 13 contains 5999 members 
Mstep: Class 14 contains 17853 members 
Mstep: Class 15 contains 17608 members 
Mstep: Class 16 contains 14997 members 
Mstep: Class 17 contains 34800 members 
Mstep: Class 18 contains 6638 members 
Mstep: Class 19 contains 5641 members 
Mstep: Class 20 contains 11476 members 
Mstep: Class 21 contains 11337 members 
Mstep: Class 22 contains 9914 members 
Mstep: Class 23 contains 29231 members 
Mstep: Class 24 contains 596413 members 
Mstep: Class 25 contains 68987 members 
Mstep: Class 26 contains 7183 members 
Mstep: Class 27 contains 3267 members 
Mstep: Class 28 contains 69800 members 
Mstep: Class 29 contains 9111 members 
Mstep: Class 30 contains 14809 members 
Mstep: Class 31 contains 2766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111976624.000000 Penalty: 109139.343750
Iteration 89Q: 32 clusters Score -1.119766e+08 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75955 members 
Mstep: Class 2 contains 24577 members 
Mstep: Class 3 contains 3297 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 41808 members 
Mstep: Class 6 contains 154583 members 
Mstep: Class 7 contains 8622 members 
Mstep: Class 8 contains 8410 members 
Mstep: Class 9 contains 75012 members 
Mstep: Class 10 contains 55982 members 
Mstep: Class 11 contains 6635 members 
Mstep: Class 12 contains 67577 members 
Mstep: Class 13 contains 5995 members 
Mstep: Class 14 contains 17871 members 
Mstep: Class 15 contains 17599 members 
Mstep: Class 16 contains 15014 members 
Mstep: Class 17 contains 34877 members 
Mstep: Class 18 contains 6565 members 
Mstep: Class 19 contains 5644 members 
Mstep: Class 20 contains 11475 members 
Mstep: Class 21 contains 11323 members 
Mstep: Class 22 contains 9915 members 
Mstep: Class 23 contains 29242 members 
Mstep: Class 24 contains 595669 members 
Mstep: Class 25 contains 68897 members 
Mstep: Class 26 contains 7184 members 
Mstep: Class 27 contains 3269 members 
Mstep: Class 28 contains 69815 members 
Mstep: Class 29 contains 9101 members 
Mstep: Class 30 contains 14824 members 
Mstep: Class 31 contains 2782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111976752.000000 Penalty: 109139.343750
Iteration 90Q: 32 clusters Score -1.119768e+08 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75947 members 
Mstep: Class 2 contains 24568 members 
Mstep: Class 3 contains 3303 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 42585 members 
Mstep: Class 6 contains 154564 members 
Mstep: Class 7 contains 8621 members 
Mstep: Class 8 contains 8410 members 
Mstep: Class 9 contains 75000 members 
Mstep: Class 10 contains 56204 members 
Mstep: Class 11 contains 6638 members 
Mstep: Class 12 contains 67365 members 
Mstep: Class 13 contains 5988 members 
Mstep: Class 14 contains 17888 members 
Mstep: Class 15 contains 17605 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 34990 members 
Mstep: Class 18 contains 6496 members 
Mstep: Class 19 contains 5644 members 
Mstep: Class 20 contains 11473 members 
Mstep: Class 21 contains 11307 members 
Mstep: Class 22 contains 9916 members 
Mstep: Class 23 contains 29247 members 
Mstep: Class 24 contains 594900 members 
Mstep: Class 25 contains 68805 members 
Mstep: Class 26 contains 7197 members 
Mstep: Class 27 contains 3272 members 
Mstep: Class 28 contains 69844 members 
Mstep: Class 29 contains 9093 members 
Mstep: Class 30 contains 14826 members 
Mstep: Class 31 contains 2793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111976672.000000 Penalty: 109139.343750
Iteration 91Q: 32 clusters Score -1.119767e+08 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75935 members 
Mstep: Class 2 contains 24565 members 
Mstep: Class 3 contains 3307 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 43356 members 
Mstep: Class 6 contains 154550 members 
Mstep: Class 7 contains 8619 members 
Mstep: Class 8 contains 8410 members 
Mstep: Class 9 contains 74996 members 
Mstep: Class 10 contains 56404 members 
Mstep: Class 11 contains 6641 members 
Mstep: Class 12 contains 67148 members 
Mstep: Class 13 contains 5987 members 
Mstep: Class 14 contains 17907 members 
Mstep: Class 15 contains 17612 members 
Mstep: Class 16 contains 15043 members 
Mstep: Class 17 contains 35093 members 
Mstep: Class 18 contains 6432 members 
Mstep: Class 19 contains 5644 members 
Mstep: Class 20 contains 11473 members 
Mstep: Class 21 contains 11297 members 
Mstep: Class 22 contains 9917 members 
Mstep: Class 23 contains 29264 members 
Mstep: Class 24 contains 594120 members 
Mstep: Class 25 contains 68714 members 
Mstep: Class 26 contains 7208 members 
Mstep: Class 27 contains 3273 members 
Mstep: Class 28 contains 69874 members 
Mstep: Class 29 contains 9080 members 
Mstep: Class 30 contains 14834 members 
Mstep: Class 31 contains 2816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977136.000000 Penalty: 109139.343750
Iteration 92Q: 32 clusters Score -1.119771e+08 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75934 members 
Mstep: Class 2 contains 24558 members 
Mstep: Class 3 contains 3309 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 44117 members 
Mstep: Class 6 contains 154540 members 
Mstep: Class 7 contains 8618 members 
Mstep: Class 8 contains 8409 members 
Mstep: Class 9 contains 74994 members 
Mstep: Class 10 contains 56604 members 
Mstep: Class 11 contains 6641 members 
Mstep: Class 12 contains 66948 members 
Mstep: Class 13 contains 5988 members 
Mstep: Class 14 contains 17938 members 
Mstep: Class 15 contains 17629 members 
Mstep: Class 16 contains 15048 members 
Mstep: Class 17 contains 35194 members 
Mstep: Class 18 contains 6376 members 
Mstep: Class 19 contains 5641 members 
Mstep: Class 20 contains 11477 members 
Mstep: Class 21 contains 11295 members 
Mstep: Class 22 contains 9917 members 
Mstep: Class 23 contains 29267 members 
Mstep: Class 24 contains 593324 members 
Mstep: Class 25 contains 68624 members 
Mstep: Class 26 contains 7211 members 
Mstep: Class 27 contains 3273 members 
Mstep: Class 28 contains 69910 members 
Mstep: Class 29 contains 9062 members 
Mstep: Class 30 contains 14837 members 
Mstep: Class 31 contains 2836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111976976.000000 Penalty: 109139.343750
Iteration 93Q: 32 clusters Score -1.11977e+08 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75928 members 
Mstep: Class 2 contains 24559 members 
Mstep: Class 3 contains 3307 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 44870 members 
Mstep: Class 6 contains 154536 members 
Mstep: Class 7 contains 8618 members 
Mstep: Class 8 contains 8409 members 
Mstep: Class 9 contains 75001 members 
Mstep: Class 10 contains 56813 members 
Mstep: Class 11 contains 6640 members 
Mstep: Class 12 contains 66746 members 
Mstep: Class 13 contains 5986 members 
Mstep: Class 14 contains 17972 members 
Mstep: Class 15 contains 17634 members 
Mstep: Class 16 contains 15076 members 
Mstep: Class 17 contains 35290 members 
Mstep: Class 18 contains 6300 members 
Mstep: Class 19 contains 5641 members 
Mstep: Class 20 contains 11480 members 
Mstep: Class 21 contains 11282 members 
Mstep: Class 22 contains 9920 members 
Mstep: Class 23 contains 29262 members 
Mstep: Class 24 contains 592594 members 
Mstep: Class 25 contains 68518 members 
Mstep: Class 26 contains 7204 members 
Mstep: Class 27 contains 3274 members 
Mstep: Class 28 contains 69921 members 
Mstep: Class 29 contains 9049 members 
Mstep: Class 30 contains 14836 members 
Mstep: Class 31 contains 2853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111976968.000000 Penalty: 109139.343750
Iteration 94Q: 32 clusters Score -1.11977e+08 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75919 members 
Mstep: Class 2 contains 24563 members 
Mstep: Class 3 contains 3310 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 45609 members 
Mstep: Class 6 contains 154523 members 
Mstep: Class 7 contains 8618 members 
Mstep: Class 8 contains 8408 members 
Mstep: Class 9 contains 75014 members 
Mstep: Class 10 contains 57017 members 
Mstep: Class 11 contains 6640 members 
Mstep: Class 12 contains 66527 members 
Mstep: Class 13 contains 5983 members 
Mstep: Class 14 contains 18011 members 
Mstep: Class 15 contains 17643 members 
Mstep: Class 16 contains 15097 members 
Mstep: Class 17 contains 35399 members 
Mstep: Class 18 contains 6220 members 
Mstep: Class 19 contains 5638 members 
Mstep: Class 20 contains 11481 members 
Mstep: Class 21 contains 11271 members 
Mstep: Class 22 contains 9923 members 
Mstep: Class 23 contains 29249 members 
Mstep: Class 24 contains 591879 members 
Mstep: Class 25 contains 68424 members 
Mstep: Class 26 contains 7202 members 
Mstep: Class 27 contains 3275 members 
Mstep: Class 28 contains 69934 members 
Mstep: Class 29 contains 9037 members 
Mstep: Class 30 contains 14836 members 
Mstep: Class 31 contains 2869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111976896.000000 Penalty: 109139.343750
Iteration 95Q: 32 clusters Score -1.119769e+08 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75909 members 
Mstep: Class 2 contains 24564 members 
Mstep: Class 3 contains 3314 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 46354 members 
Mstep: Class 6 contains 154497 members 
Mstep: Class 7 contains 8618 members 
Mstep: Class 8 contains 8409 members 
Mstep: Class 9 contains 75026 members 
Mstep: Class 10 contains 57192 members 
Mstep: Class 11 contains 6641 members 
Mstep: Class 12 contains 66338 members 
Mstep: Class 13 contains 5982 members 
Mstep: Class 14 contains 18048 members 
Mstep: Class 15 contains 17646 members 
Mstep: Class 16 contains 15114 members 
Mstep: Class 17 contains 35508 members 
Mstep: Class 18 contains 6139 members 
Mstep: Class 19 contains 5643 members 
Mstep: Class 20 contains 11481 members 
Mstep: Class 21 contains 11263 members 
Mstep: Class 22 contains 9924 members 
Mstep: Class 23 contains 29234 members 
Mstep: Class 24 contains 591175 members 
Mstep: Class 25 contains 68332 members 
Mstep: Class 26 contains 7209 members 
Mstep: Class 27 contains 3275 members 
Mstep: Class 28 contains 69945 members 
Mstep: Class 29 contains 9029 members 
Mstep: Class 30 contains 14833 members 
Mstep: Class 31 contains 2877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111976864.000000 Penalty: 109139.343750
Iteration 96Q: 32 clusters Score -1.119769e+08 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75896 members 
Mstep: Class 2 contains 24563 members 
Mstep: Class 3 contains 3319 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 47103 members 
Mstep: Class 6 contains 154472 members 
Mstep: Class 7 contains 8618 members 
Mstep: Class 8 contains 8409 members 
Mstep: Class 9 contains 75039 members 
Mstep: Class 10 contains 57417 members 
Mstep: Class 11 contains 6640 members 
Mstep: Class 12 contains 66140 members 
Mstep: Class 13 contains 5977 members 
Mstep: Class 14 contains 18077 members 
Mstep: Class 15 contains 17643 members 
Mstep: Class 16 contains 15123 members 
Mstep: Class 17 contains 35612 members 
Mstep: Class 18 contains 6071 members 
Mstep: Class 19 contains 5643 members 
Mstep: Class 20 contains 11481 members 
Mstep: Class 21 contains 11249 members 
Mstep: Class 22 contains 9923 members 
Mstep: Class 23 contains 29212 members 
Mstep: Class 24 contains 590466 members 
Mstep: Class 25 contains 68234 members 
Mstep: Class 26 contains 7211 members 
Mstep: Class 27 contains 3277 members 
Mstep: Class 28 contains 69961 members 
Mstep: Class 29 contains 9022 members 
Mstep: Class 30 contains 14836 members 
Mstep: Class 31 contains 2885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111976776.000000 Penalty: 109139.343750
Iteration 97Q: 32 clusters Score -1.119768e+08 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75886 members 
Mstep: Class 2 contains 24557 members 
Mstep: Class 3 contains 3323 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 47859 members 
Mstep: Class 6 contains 154459 members 
Mstep: Class 7 contains 8618 members 
Mstep: Class 8 contains 8409 members 
Mstep: Class 9 contains 75051 members 
Mstep: Class 10 contains 57627 members 
Mstep: Class 11 contains 6642 members 
Mstep: Class 12 contains 65952 members 
Mstep: Class 13 contains 5975 members 
Mstep: Class 14 contains 18125 members 
Mstep: Class 15 contains 17650 members 
Mstep: Class 16 contains 15119 members 
Mstep: Class 17 contains 35730 members 
Mstep: Class 18 contains 6017 members 
Mstep: Class 19 contains 5644 members 
Mstep: Class 20 contains 11480 members 
Mstep: Class 21 contains 11228 members 
Mstep: Class 22 contains 9920 members 
Mstep: Class 23 contains 29190 members 
Mstep: Class 24 contains 589751 members 
Mstep: Class 25 contains 68123 members 
Mstep: Class 26 contains 7199 members 
Mstep: Class 27 contains 3278 members 
Mstep: Class 28 contains 69963 members 
Mstep: Class 29 contains 9017 members 
Mstep: Class 30 contains 14837 members 
Mstep: Class 31 contains 2890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111976784.000000 Penalty: 109139.343750
Iteration 98Q: 32 clusters Score -1.119768e+08 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75873 members 
Mstep: Class 2 contains 24552 members 
Mstep: Class 3 contains 3329 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 48585 members 
Mstep: Class 6 contains 154449 members 
Mstep: Class 7 contains 8617 members 
Mstep: Class 8 contains 8409 members 
Mstep: Class 9 contains 75066 members 
Mstep: Class 10 contains 57835 members 
Mstep: Class 11 contains 6642 members 
Mstep: Class 12 contains 65743 members 
Mstep: Class 13 contains 5973 members 
Mstep: Class 14 contains 18169 members 
Mstep: Class 15 contains 17649 members 
Mstep: Class 16 contains 15124 members 
Mstep: Class 17 contains 35839 members 
Mstep: Class 18 contains 5950 members 
Mstep: Class 19 contains 5644 members 
Mstep: Class 20 contains 11480 members 
Mstep: Class 21 contains 11211 members 
Mstep: Class 22 contains 9918 members 
Mstep: Class 23 contains 29179 members 
Mstep: Class 24 contains 589085 members 
Mstep: Class 25 contains 68000 members 
Mstep: Class 26 contains 7190 members 
Mstep: Class 27 contains 3280 members 
Mstep: Class 28 contains 69973 members 
Mstep: Class 29 contains 9018 members 
Mstep: Class 30 contains 14846 members 
Mstep: Class 31 contains 2891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111976776.000000 Penalty: 109139.343750
Iteration 99Q: 32 clusters Score -1.119768e+08 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75875 members 
Mstep: Class 2 contains 24549 members 
Mstep: Class 3 contains 3328 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 49282 members 
Mstep: Class 6 contains 154440 members 
Mstep: Class 7 contains 8617 members 
Mstep: Class 8 contains 8409 members 
Mstep: Class 9 contains 75064 members 
Mstep: Class 10 contains 58022 members 
Mstep: Class 11 contains 6641 members 
Mstep: Class 12 contains 65533 members 
Mstep: Class 13 contains 5973 members 
Mstep: Class 14 contains 18215 members 
Mstep: Class 15 contains 17650 members 
Mstep: Class 16 contains 15113 members 
Mstep: Class 17 contains 35956 members 
Mstep: Class 18 contains 5903 members 
Mstep: Class 19 contains 5645 members 
Mstep: Class 20 contains 11480 members 
Mstep: Class 21 contains 11192 members 
Mstep: Class 22 contains 9914 members 
Mstep: Class 23 contains 29165 members 
Mstep: Class 24 contains 588443 members 
Mstep: Class 25 contains 67905 members 
Mstep: Class 26 contains 7192 members 
Mstep: Class 27 contains 3283 members 
Mstep: Class 28 contains 69963 members 
Mstep: Class 29 contains 9017 members 
Mstep: Class 30 contains 14855 members 
Mstep: Class 31 contains 2895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111976936.000000 Penalty: 109139.343750
Iteration 100F: 32 clusters Score -1.119769e+08 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75868 members 
Mstep: Class 2 contains 24548 members 
Mstep: Class 3 contains 3332 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 49941 members 
Mstep: Class 6 contains 154433 members 
Mstep: Class 7 contains 8617 members 
Mstep: Class 8 contains 8409 members 
Mstep: Class 9 contains 75067 members 
Mstep: Class 10 contains 58242 members 
Mstep: Class 11 contains 6641 members 
Mstep: Class 12 contains 65346 members 
Mstep: Class 13 contains 5973 members 
Mstep: Class 14 contains 18251 members 
Mstep: Class 15 contains 17644 members 
Mstep: Class 16 contains 15119 members 
Mstep: Class 17 contains 36053 members 
Mstep: Class 18 contains 5856 members 
Mstep: Class 19 contains 5647 members 
Mstep: Class 20 contains 11480 members 
Mstep: Class 21 contains 11175 members 
Mstep: Class 22 contains 9914 members 
Mstep: Class 23 contains 29160 members 
Mstep: Class 24 contains 587778 members 
Mstep: Class 25 contains 67814 members 
Mstep: Class 26 contains 7192 members 
Mstep: Class 27 contains 3284 members 
Mstep: Class 28 contains 69963 members 
Mstep: Class 29 contains 9015 members 
Mstep: Class 30 contains 14859 members 
Mstep: Class 31 contains 2898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111976992.000000 Penalty: 109139.343750
Iteration 101Q: 32 clusters Score -1.11977e+08 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75859 members 
Mstep: Class 2 contains 24546 members 
Mstep: Class 3 contains 3340 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 50594 members 
Mstep: Class 6 contains 154427 members 
Mstep: Class 7 contains 8617 members 
Mstep: Class 8 contains 8408 members 
Mstep: Class 9 contains 75071 members 
Mstep: Class 10 contains 58452 members 
Mstep: Class 11 contains 6641 members 
Mstep: Class 12 contains 65166 members 
Mstep: Class 13 contains 5971 members 
Mstep: Class 14 contains 18293 members 
Mstep: Class 15 contains 17644 members 
Mstep: Class 16 contains 15109 members 
Mstep: Class 17 contains 36144 members 
Mstep: Class 18 contains 5805 members 
Mstep: Class 19 contains 5648 members 
Mstep: Class 20 contains 11480 members 
Mstep: Class 21 contains 11159 members 
Mstep: Class 22 contains 9915 members 
Mstep: Class 23 contains 29141 members 
Mstep: Class 24 contains 587148 members 
Mstep: Class 25 contains 67729 members 
Mstep: Class 26 contains 7183 members 
Mstep: Class 27 contains 3289 members 
Mstep: Class 28 contains 69967 members 
Mstep: Class 29 contains 9010 members 
Mstep: Class 30 contains 14863 members 
Mstep: Class 31 contains 2900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977416.000000 Penalty: 109139.343750
Iteration 102Q: 32 clusters Score -1.119774e+08 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75854 members 
Mstep: Class 2 contains 24546 members 
Mstep: Class 3 contains 3347 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 51227 members 
Mstep: Class 6 contains 154412 members 
Mstep: Class 7 contains 8614 members 
Mstep: Class 8 contains 8408 members 
Mstep: Class 9 contains 75091 members 
Mstep: Class 10 contains 58632 members 
Mstep: Class 11 contains 6642 members 
Mstep: Class 12 contains 65002 members 
Mstep: Class 13 contains 5968 members 
Mstep: Class 14 contains 18329 members 
Mstep: Class 15 contains 17642 members 
Mstep: Class 16 contains 15099 members 
Mstep: Class 17 contains 36222 members 
Mstep: Class 18 contains 5763 members 
Mstep: Class 19 contains 5651 members 
Mstep: Class 20 contains 11482 members 
Mstep: Class 21 contains 11147 members 
Mstep: Class 22 contains 9913 members 
Mstep: Class 23 contains 29125 members 
Mstep: Class 24 contains 586545 members 
Mstep: Class 25 contains 67639 members 
Mstep: Class 26 contains 7183 members 
Mstep: Class 27 contains 3292 members 
Mstep: Class 28 contains 69974 members 
Mstep: Class 29 contains 9007 members 
Mstep: Class 30 contains 14862 members 
Mstep: Class 31 contains 2901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977456.000000 Penalty: 109139.343750
Iteration 103Q: 32 clusters Score -1.119775e+08 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75843 members 
Mstep: Class 2 contains 24550 members 
Mstep: Class 3 contains 3351 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 51857 members 
Mstep: Class 6 contains 154401 members 
Mstep: Class 7 contains 8613 members 
Mstep: Class 8 contains 8408 members 
Mstep: Class 9 contains 75112 members 
Mstep: Class 10 contains 58808 members 
Mstep: Class 11 contains 6644 members 
Mstep: Class 12 contains 64810 members 
Mstep: Class 13 contains 5965 members 
Mstep: Class 14 contains 18369 members 
Mstep: Class 15 contains 17641 members 
Mstep: Class 16 contains 15099 members 
Mstep: Class 17 contains 36293 members 
Mstep: Class 18 contains 5734 members 
Mstep: Class 19 contains 5651 members 
Mstep: Class 20 contains 11483 members 
Mstep: Class 21 contains 11146 members 
Mstep: Class 22 contains 9914 members 
Mstep: Class 23 contains 29119 members 
Mstep: Class 24 contains 585910 members 
Mstep: Class 25 contains 67557 members 
Mstep: Class 26 contains 7179 members 
Mstep: Class 27 contains 3294 members 
Mstep: Class 28 contains 69992 members 
Mstep: Class 29 contains 9006 members 
Mstep: Class 30 contains 14866 members 
Mstep: Class 31 contains 2904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977408.000000 Penalty: 109139.343750
Iteration 104Q: 32 clusters Score -1.119774e+08 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75835 members 
Mstep: Class 2 contains 24548 members 
Mstep: Class 3 contains 3354 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 52462 members 
Mstep: Class 6 contains 154394 members 
Mstep: Class 7 contains 8612 members 
Mstep: Class 8 contains 8408 members 
Mstep: Class 9 contains 75118 members 
Mstep: Class 10 contains 58978 members 
Mstep: Class 11 contains 6645 members 
Mstep: Class 12 contains 64615 members 
Mstep: Class 13 contains 5960 members 
Mstep: Class 14 contains 18410 members 
Mstep: Class 15 contains 17632 members 
Mstep: Class 16 contains 15108 members 
Mstep: Class 17 contains 36370 members 
Mstep: Class 18 contains 5707 members 
Mstep: Class 19 contains 5652 members 
Mstep: Class 20 contains 11484 members 
Mstep: Class 21 contains 11143 members 
Mstep: Class 22 contains 9914 members 
Mstep: Class 23 contains 29120 members 
Mstep: Class 24 contains 585326 members 
Mstep: Class 25 contains 67468 members 
Mstep: Class 26 contains 7175 members 
Mstep: Class 27 contains 3293 members 
Mstep: Class 28 contains 70010 members 
Mstep: Class 29 contains 9003 members 
Mstep: Class 30 contains 14868 members 
Mstep: Class 31 contains 2907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977360.000000 Penalty: 109139.343750
Iteration 105Q: 32 clusters Score -1.119774e+08 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75832 members 
Mstep: Class 2 contains 24543 members 
Mstep: Class 3 contains 3360 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 53066 members 
Mstep: Class 6 contains 154388 members 
Mstep: Class 7 contains 8611 members 
Mstep: Class 8 contains 8408 members 
Mstep: Class 9 contains 75136 members 
Mstep: Class 10 contains 59136 members 
Mstep: Class 11 contains 6644 members 
Mstep: Class 12 contains 64460 members 
Mstep: Class 13 contains 5958 members 
Mstep: Class 14 contains 18427 members 
Mstep: Class 15 contains 17629 members 
Mstep: Class 16 contains 15103 members 
Mstep: Class 17 contains 36422 members 
Mstep: Class 18 contains 5678 members 
Mstep: Class 19 contains 5654 members 
Mstep: Class 20 contains 11483 members 
Mstep: Class 21 contains 11132 members 
Mstep: Class 22 contains 9915 members 
Mstep: Class 23 contains 29131 members 
Mstep: Class 24 contains 584732 members 
Mstep: Class 25 contains 67400 members 
Mstep: Class 26 contains 7169 members 
Mstep: Class 27 contains 3293 members 
Mstep: Class 28 contains 70019 members 
Mstep: Class 29 contains 9002 members 
Mstep: Class 30 contains 14875 members 
Mstep: Class 31 contains 2913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977640.000000 Penalty: 109139.343750
Iteration 106Q: 32 clusters Score -1.119776e+08 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75821 members 
Mstep: Class 2 contains 24540 members 
Mstep: Class 3 contains 3364 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 53617 members 
Mstep: Class 6 contains 154375 members 
Mstep: Class 7 contains 8611 members 
Mstep: Class 8 contains 8408 members 
Mstep: Class 9 contains 75157 members 
Mstep: Class 10 contains 59300 members 
Mstep: Class 11 contains 6643 members 
Mstep: Class 12 contains 64313 members 
Mstep: Class 13 contains 5958 members 
Mstep: Class 14 contains 18455 members 
Mstep: Class 15 contains 17624 members 
Mstep: Class 16 contains 15093 members 
Mstep: Class 17 contains 36487 members 
Mstep: Class 18 contains 5649 members 
Mstep: Class 19 contains 5653 members 
Mstep: Class 20 contains 11482 members 
Mstep: Class 21 contains 11129 members 
Mstep: Class 22 contains 9915 members 
Mstep: Class 23 contains 29132 members 
Mstep: Class 24 contains 584177 members 
Mstep: Class 25 contains 67330 members 
Mstep: Class 26 contains 7169 members 
Mstep: Class 27 contains 3294 members 
Mstep: Class 28 contains 70023 members 
Mstep: Class 29 contains 8998 members 
Mstep: Class 30 contains 14882 members 
Mstep: Class 31 contains 2920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977608.000000 Penalty: 109139.343750
Iteration 107Q: 32 clusters Score -1.119776e+08 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75817 members 
Mstep: Class 2 contains 24543 members 
Mstep: Class 3 contains 3368 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 54142 members 
Mstep: Class 6 contains 154366 members 
Mstep: Class 7 contains 8611 members 
Mstep: Class 8 contains 8408 members 
Mstep: Class 9 contains 75177 members 
Mstep: Class 10 contains 59420 members 
Mstep: Class 11 contains 6642 members 
Mstep: Class 12 contains 64180 members 
Mstep: Class 13 contains 5959 members 
Mstep: Class 14 contains 18483 members 
Mstep: Class 15 contains 17620 members 
Mstep: Class 16 contains 15084 members 
Mstep: Class 17 contains 36537 members 
Mstep: Class 18 contains 5628 members 
Mstep: Class 19 contains 5652 members 
Mstep: Class 20 contains 11483 members 
Mstep: Class 21 contains 11122 members 
Mstep: Class 22 contains 9916 members 
Mstep: Class 23 contains 29138 members 
Mstep: Class 24 contains 583663 members 
Mstep: Class 25 contains 67255 members 
Mstep: Class 26 contains 7163 members 
Mstep: Class 27 contains 3295 members 
Mstep: Class 28 contains 70030 members 
Mstep: Class 29 contains 8998 members 
Mstep: Class 30 contains 14892 members 
Mstep: Class 31 contains 2927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977800.000000 Penalty: 109139.343750
Iteration 108Q: 32 clusters Score -1.119778e+08 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75813 members 
Mstep: Class 2 contains 24544 members 
Mstep: Class 3 contains 3370 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 54663 members 
Mstep: Class 6 contains 154364 members 
Mstep: Class 7 contains 8611 members 
Mstep: Class 8 contains 8409 members 
Mstep: Class 9 contains 75192 members 
Mstep: Class 10 contains 59568 members 
Mstep: Class 11 contains 6642 members 
Mstep: Class 12 contains 64041 members 
Mstep: Class 13 contains 5957 members 
Mstep: Class 14 contains 18516 members 
Mstep: Class 15 contains 17620 members 
Mstep: Class 16 contains 15074 members 
Mstep: Class 17 contains 36600 members 
Mstep: Class 18 contains 5585 members 
Mstep: Class 19 contains 5651 members 
Mstep: Class 20 contains 11483 members 
Mstep: Class 21 contains 11115 members 
Mstep: Class 22 contains 9917 members 
Mstep: Class 23 contains 29140 members 
Mstep: Class 24 contains 583140 members 
Mstep: Class 25 contains 67188 members 
Mstep: Class 26 contains 7150 members 
Mstep: Class 27 contains 3296 members 
Mstep: Class 28 contains 70041 members 
Mstep: Class 29 contains 8995 members 
Mstep: Class 30 contains 14903 members 
Mstep: Class 31 contains 2931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977784.000000 Penalty: 109139.343750
Iteration 109Q: 32 clusters Score -1.119778e+08 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75805 members 
Mstep: Class 2 contains 24543 members 
Mstep: Class 3 contains 3370 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 55200 members 
Mstep: Class 6 contains 154362 members 
Mstep: Class 7 contains 8611 members 
Mstep: Class 8 contains 8409 members 
Mstep: Class 9 contains 75212 members 
Mstep: Class 10 contains 59700 members 
Mstep: Class 11 contains 6642 members 
Mstep: Class 12 contains 63909 members 
Mstep: Class 13 contains 5958 members 
Mstep: Class 14 contains 18543 members 
Mstep: Class 15 contains 17618 members 
Mstep: Class 16 contains 15063 members 
Mstep: Class 17 contains 36645 members 
Mstep: Class 18 contains 5545 members 
Mstep: Class 19 contains 5651 members 
Mstep: Class 20 contains 11483 members 
Mstep: Class 21 contains 11110 members 
Mstep: Class 22 contains 9917 members 
Mstep: Class 23 contains 29153 members 
Mstep: Class 24 contains 582624 members 
Mstep: Class 25 contains 67119 members 
Mstep: Class 26 contains 7148 members 
Mstep: Class 27 contains 3296 members 
Mstep: Class 28 contains 70047 members 
Mstep: Class 29 contains 8994 members 
Mstep: Class 30 contains 14906 members 
Mstep: Class 31 contains 2936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977888.000000 Penalty: 109139.343750
Iteration 110Q: 32 clusters Score -1.119779e+08 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75798 members 
Mstep: Class 2 contains 24544 members 
Mstep: Class 3 contains 3371 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 55693 members 
Mstep: Class 6 contains 154357 members 
Mstep: Class 7 contains 8611 members 
Mstep: Class 8 contains 8409 members 
Mstep: Class 9 contains 75218 members 
Mstep: Class 10 contains 59838 members 
Mstep: Class 11 contains 6643 members 
Mstep: Class 12 contains 63778 members 
Mstep: Class 13 contains 5955 members 
Mstep: Class 14 contains 18572 members 
Mstep: Class 15 contains 17616 members 
Mstep: Class 16 contains 15048 members 
Mstep: Class 17 contains 36684 members 
Mstep: Class 18 contains 5500 members 
Mstep: Class 19 contains 5652 members 
Mstep: Class 20 contains 11483 members 
Mstep: Class 21 contains 11101 members 
Mstep: Class 22 contains 9919 members 
Mstep: Class 23 contains 29164 members 
Mstep: Class 24 contains 582175 members 
Mstep: Class 25 contains 67051 members 
Mstep: Class 26 contains 7146 members 
Mstep: Class 27 contains 3296 members 
Mstep: Class 28 contains 70050 members 
Mstep: Class 29 contains 8995 members 
Mstep: Class 30 contains 14915 members 
Mstep: Class 31 contains 2937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977736.000000 Penalty: 109139.343750
Iteration 111Q: 32 clusters Score -1.119777e+08 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75797 members 
Mstep: Class 2 contains 24541 members 
Mstep: Class 3 contains 3375 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 56211 members 
Mstep: Class 6 contains 154351 members 
Mstep: Class 7 contains 8610 members 
Mstep: Class 8 contains 8409 members 
Mstep: Class 9 contains 75229 members 
Mstep: Class 10 contains 59977 members 
Mstep: Class 11 contains 6642 members 
Mstep: Class 12 contains 63650 members 
Mstep: Class 13 contains 5954 members 
Mstep: Class 14 contains 18601 members 
Mstep: Class 15 contains 17616 members 
Mstep: Class 16 contains 15027 members 
Mstep: Class 17 contains 36711 members 
Mstep: Class 18 contains 5453 members 
Mstep: Class 19 contains 5652 members 
Mstep: Class 20 contains 11483 members 
Mstep: Class 21 contains 11090 members 
Mstep: Class 22 contains 9918 members 
Mstep: Class 23 contains 29176 members 
Mstep: Class 24 contains 581698 members 
Mstep: Class 25 contains 67004 members 
Mstep: Class 26 contains 7142 members 
Mstep: Class 27 contains 3297 members 
Mstep: Class 28 contains 70047 members 
Mstep: Class 29 contains 8995 members 
Mstep: Class 30 contains 14926 members 
Mstep: Class 31 contains 2937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977568.000000 Penalty: 109139.343750
Iteration 112Q: 32 clusters Score -1.119776e+08 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75791 members 
Mstep: Class 2 contains 24540 members 
Mstep: Class 3 contains 3377 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 56779 members 
Mstep: Class 6 contains 154348 members 
Mstep: Class 7 contains 8611 members 
Mstep: Class 8 contains 8409 members 
Mstep: Class 9 contains 75251 members 
Mstep: Class 10 contains 60123 members 
Mstep: Class 11 contains 6642 members 
Mstep: Class 12 contains 63519 members 
Mstep: Class 13 contains 5950 members 
Mstep: Class 14 contains 18631 members 
Mstep: Class 15 contains 17611 members 
Mstep: Class 16 contains 15009 members 
Mstep: Class 17 contains 36747 members 
Mstep: Class 18 contains 5413 members 
Mstep: Class 19 contains 5653 members 
Mstep: Class 20 contains 11484 members 
Mstep: Class 21 contains 11081 members 
Mstep: Class 22 contains 9920 members 
Mstep: Class 23 contains 29180 members 
Mstep: Class 24 contains 581157 members 
Mstep: Class 25 contains 66948 members 
Mstep: Class 26 contains 7129 members 
Mstep: Class 27 contains 3297 members 
Mstep: Class 28 contains 70051 members 
Mstep: Class 29 contains 8994 members 
Mstep: Class 30 contains 14937 members 
Mstep: Class 31 contains 2937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977776.000000 Penalty: 109139.343750
Iteration 113Q: 32 clusters Score -1.119778e+08 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75789 members 
Mstep: Class 2 contains 24539 members 
Mstep: Class 3 contains 3378 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 57338 members 
Mstep: Class 6 contains 154335 members 
Mstep: Class 7 contains 8611 members 
Mstep: Class 8 contains 8409 members 
Mstep: Class 9 contains 75261 members 
Mstep: Class 10 contains 60251 members 
Mstep: Class 11 contains 6642 members 
Mstep: Class 12 contains 63376 members 
Mstep: Class 13 contains 5948 members 
Mstep: Class 14 contains 18670 members 
Mstep: Class 15 contains 17611 members 
Mstep: Class 16 contains 14993 members 
Mstep: Class 17 contains 36795 members 
Mstep: Class 18 contains 5372 members 
Mstep: Class 19 contains 5654 members 
Mstep: Class 20 contains 11484 members 
Mstep: Class 21 contains 11067 members 
Mstep: Class 22 contains 9921 members 
Mstep: Class 23 contains 29174 members 
Mstep: Class 24 contains 580649 members 
Mstep: Class 25 contains 66895 members 
Mstep: Class 26 contains 7126 members 
Mstep: Class 27 contains 3299 members 
Mstep: Class 28 contains 70059 members 
Mstep: Class 29 contains 8995 members 
Mstep: Class 30 contains 14940 members 
Mstep: Class 31 contains 2938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977816.000000 Penalty: 109139.343750
Iteration 114Q: 32 clusters Score -1.119778e+08 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75783 members 
Mstep: Class 2 contains 24534 members 
Mstep: Class 3 contains 3379 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 57906 members 
Mstep: Class 6 contains 154331 members 
Mstep: Class 7 contains 8611 members 
Mstep: Class 8 contains 8409 members 
Mstep: Class 9 contains 75270 members 
Mstep: Class 10 contains 60369 members 
Mstep: Class 11 contains 6643 members 
Mstep: Class 12 contains 63233 members 
Mstep: Class 13 contains 5944 members 
Mstep: Class 14 contains 18713 members 
Mstep: Class 15 contains 17610 members 
Mstep: Class 16 contains 14980 members 
Mstep: Class 17 contains 36844 members 
Mstep: Class 18 contains 5329 members 
Mstep: Class 19 contains 5651 members 
Mstep: Class 20 contains 11484 members 
Mstep: Class 21 contains 11047 members 
Mstep: Class 22 contains 9921 members 
Mstep: Class 23 contains 29167 members 
Mstep: Class 24 contains 580155 members 
Mstep: Class 25 contains 66849 members 
Mstep: Class 26 contains 7116 members 
Mstep: Class 27 contains 3300 members 
Mstep: Class 28 contains 70060 members 
Mstep: Class 29 contains 8994 members 
Mstep: Class 30 contains 14947 members 
Mstep: Class 31 contains 2940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977536.000000 Penalty: 109139.343750
Iteration 115Q: 32 clusters Score -1.119775e+08 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75776 members 
Mstep: Class 2 contains 24532 members 
Mstep: Class 3 contains 3379 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 58459 members 
Mstep: Class 6 contains 154323 members 
Mstep: Class 7 contains 8611 members 
Mstep: Class 8 contains 8409 members 
Mstep: Class 9 contains 75286 members 
Mstep: Class 10 contains 60471 members 
Mstep: Class 11 contains 6642 members 
Mstep: Class 12 contains 63121 members 
Mstep: Class 13 contains 5942 members 
Mstep: Class 14 contains 18760 members 
Mstep: Class 15 contains 17609 members 
Mstep: Class 16 contains 14966 members 
Mstep: Class 17 contains 36886 members 
Mstep: Class 18 contains 5289 members 
Mstep: Class 19 contains 5652 members 
Mstep: Class 20 contains 11484 members 
Mstep: Class 21 contains 11041 members 
Mstep: Class 22 contains 9922 members 
Mstep: Class 23 contains 29160 members 
Mstep: Class 24 contains 579657 members 
Mstep: Class 25 contains 66790 members 
Mstep: Class 26 contains 7114 members 
Mstep: Class 27 contains 3300 members 
Mstep: Class 28 contains 70055 members 
Mstep: Class 29 contains 8993 members 
Mstep: Class 30 contains 14948 members 
Mstep: Class 31 contains 2942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977280.000000 Penalty: 109139.343750
Iteration 116Q: 32 clusters Score -1.119773e+08 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75771 members 
Mstep: Class 2 contains 24538 members 
Mstep: Class 3 contains 3380 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 58998 members 
Mstep: Class 6 contains 154315 members 
Mstep: Class 7 contains 8611 members 
Mstep: Class 8 contains 8409 members 
Mstep: Class 9 contains 75296 members 
Mstep: Class 10 contains 60609 members 
Mstep: Class 11 contains 6642 members 
Mstep: Class 12 contains 63025 members 
Mstep: Class 13 contains 5940 members 
Mstep: Class 14 contains 18791 members 
Mstep: Class 15 contains 17607 members 
Mstep: Class 16 contains 14954 members 
Mstep: Class 17 contains 36920 members 
Mstep: Class 18 contains 5249 members 
Mstep: Class 19 contains 5652 members 
Mstep: Class 20 contains 11484 members 
Mstep: Class 21 contains 11028 members 
Mstep: Class 22 contains 9924 members 
Mstep: Class 23 contains 29158 members 
Mstep: Class 24 contains 579117 members 
Mstep: Class 25 contains 66737 members 
Mstep: Class 26 contains 7114 members 
Mstep: Class 27 contains 3300 members 
Mstep: Class 28 contains 70063 members 
Mstep: Class 29 contains 8993 members 
Mstep: Class 30 contains 14951 members 
Mstep: Class 31 contains 2943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977104.000000 Penalty: 109139.343750
Iteration 117Q: 32 clusters Score -1.119771e+08 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75773 members 
Mstep: Class 2 contains 24541 members 
Mstep: Class 3 contains 3380 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 59512 members 
Mstep: Class 6 contains 154311 members 
Mstep: Class 7 contains 8611 members 
Mstep: Class 8 contains 8409 members 
Mstep: Class 9 contains 75301 members 
Mstep: Class 10 contains 60735 members 
Mstep: Class 11 contains 6643 members 
Mstep: Class 12 contains 62918 members 
Mstep: Class 13 contains 5938 members 
Mstep: Class 14 contains 18835 members 
Mstep: Class 15 contains 17604 members 
Mstep: Class 16 contains 14949 members 
Mstep: Class 17 contains 36961 members 
Mstep: Class 18 contains 5220 members 
Mstep: Class 19 contains 5652 members 
Mstep: Class 20 contains 11484 members 
Mstep: Class 21 contains 11014 members 
Mstep: Class 22 contains 9923 members 
Mstep: Class 23 contains 29156 members 
Mstep: Class 24 contains 578581 members 
Mstep: Class 25 contains 66679 members 
Mstep: Class 26 contains 7115 members 
Mstep: Class 27 contains 3300 members 
Mstep: Class 28 contains 70073 members 
Mstep: Class 29 contains 8994 members 
Mstep: Class 30 contains 14963 members 
Mstep: Class 31 contains 2944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977336.000000 Penalty: 109139.343750
Iteration 118Q: 32 clusters Score -1.119773e+08 nChanged 1057
Entering ConstructFrom: 
Score: -111977336.000000 Penalty: 109139.343750
Entering ConstructFrom: 
Trying to split cluster 1 (75775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75775 members 
Entering Unmasked Estep 
Score: -6110444.000000 Penalty: 2786.409668
	Iteration 0F: 2 clusters Score -6110444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37932 members 
Mstep: Class 2 contains 37843 members 
Entering Unmasked Estep 
Score: -6059945.000000 Penalty: 5572.819336
	Iteration 0F: 3 clusters Score -6059945 nChanged 35472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38726 members 
Mstep: Class 2 contains 37049 members 
Entering Unmasked Estep 
Score: -6079946.500000 Penalty: 5572.819336
	Iteration 1F: 3 clusters Score -6079946 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39076 members 
Mstep: Class 2 contains 36699 members 
Entering Unmasked Estep 
Score: -6080840.500000 Penalty: 5572.819336
	Iteration 2Q: 3 clusters Score -6080840 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39581 members 
Mstep: Class 2 contains 36194 members 
Entering Unmasked Estep 
Score: -6082006.500000 Penalty: 5572.819336
	Iteration 3Q: 3 clusters Score -6082006 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40108 members 
Mstep: Class 2 contains 35667 members 
Entering Unmasked Estep 
Score: -6083697.000000 Penalty: 5572.819336
	Iteration 4Q: 3 clusters Score -6083697 nChanged 3876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40572 members 
Mstep: Class 2 contains 35203 members 
Entering Unmasked Estep 
Score: -6085870.500000 Penalty: 5572.819336
	Iteration 5F: 3 clusters Score -6085870 nChanged 4485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41003 members 
Mstep: Class 2 contains 34772 members 
Entering Unmasked Estep 
Score: -6088646.500000 Penalty: 5572.819336
	Iteration 6F: 3 clusters Score -6088646 nChanged 4780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41319 members 
Mstep: Class 2 contains 34456 members 
Entering Unmasked Estep 
Score: -6091506.000000 Penalty: 5572.819336
	Iteration 7F: 3 clusters Score -6091506 nChanged 4535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41652 members 
Mstep: Class 2 contains 34123 members 
Entering Unmasked Estep 
Score: -6093760.000000 Penalty: 5572.819336
	Iteration 8F: 3 clusters Score -6093760 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42169 members 
Mstep: Class 2 contains 33606 members 
Entering Unmasked Estep 
Score: -6095258.000000 Penalty: 5572.819336
	Iteration 9Q: 3 clusters Score -6095258 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42850 members 
Mstep: Class 2 contains 32925 members 
Entering Unmasked Estep 
Score: -6096209.000000 Penalty: 5572.819336
	Iteration 10Q: 3 clusters Score -6096209 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43703 members 
Mstep: Class 2 contains 32072 members 
Entering Unmasked Estep 
Score: -6096797.000000 Penalty: 5572.819336
	Iteration 11Q: 3 clusters Score -6096797 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44665 members 
Mstep: Class 2 contains 31110 members 
Entering Unmasked Estep 
Score: -6097177.500000 Penalty: 5572.819336
	Iteration 12Q: 3 clusters Score -6097178 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45778 members 
Mstep: Class 2 contains 29997 members 
Entering Unmasked Estep 
Score: -6097541.000000 Penalty: 5572.819336
	Iteration 13Q: 3 clusters Score -6097541 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46995 members 
Mstep: Class 2 contains 28780 members 
Entering Unmasked Estep 
Score: -6097905.500000 Penalty: 5572.819336
	Iteration 14Q: 3 clusters Score -6097906 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48362 members 
Mstep: Class 2 contains 27413 members 
Entering Unmasked Estep 
Score: -6098276.000000 Penalty: 5572.819336
	Iteration 15Q: 3 clusters Score -6098276 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49849 members 
Mstep: Class 2 contains 25926 members 
Entering Unmasked Estep 
Score: -6098640.000000 Penalty: 5572.819336
	Iteration 16Q: 3 clusters Score -6098640 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51499 members 
Mstep: Class 2 contains 24276 members 
Entering Unmasked Estep 
Score: -6099123.000000 Penalty: 5572.819336
	Iteration 17Q: 3 clusters Score -6099123 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53268 members 
Mstep: Class 2 contains 22507 members 
Entering Unmasked Estep 
Score: -6099629.000000 Penalty: 5572.819336
	Iteration 18Q: 3 clusters Score -6099629 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55141 members 
Mstep: Class 2 contains 20634 members 
Entering Unmasked Estep 
Score: -6100258.000000 Penalty: 5572.819336
	Iteration 19Q: 3 clusters Score -6100258 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57133 members 
Mstep: Class 2 contains 18642 members 
Entering Unmasked Estep 
Score: -6100911.500000 Penalty: 5572.819336
	Iteration 20F: 3 clusters Score -6100912 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59217 members 
Mstep: Class 2 contains 16558 members 
Entering Unmasked Estep 
Score: -6101715.500000 Penalty: 5572.819336
	Iteration 21Q: 3 clusters Score -6101716 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61360 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -6102584.500000 Penalty: 5572.819336
	Iteration 22Q: 3 clusters Score -6102584 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63448 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -6103483.000000 Penalty: 5572.819336
	Iteration 23Q: 3 clusters Score -6103483 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65403 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -6104324.500000 Penalty: 5572.819336
	Iteration 24Q: 3 clusters Score -6104324 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67155 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -6105093.000000 Penalty: 5572.819336
	Iteration 25Q: 3 clusters Score -6105093 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68663 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -6105711.500000 Penalty: 5572.819336
	Iteration 26Q: 3 clusters Score -6105712 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69887 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -6106258.500000 Penalty: 5572.819336
	Iteration 27Q: 3 clusters Score -6106258 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70956 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -6106747.000000 Penalty: 5572.819336
	Iteration 28Q: 3 clusters Score -6106747 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71773 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -6107104.000000 Penalty: 5572.819336
	Iteration 29Q: 3 clusters Score -6107104 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72373 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -6107322.000000 Penalty: 5572.819336
	Iteration 30Q: 3 clusters Score -6107322 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72831 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -6107522.000000 Penalty: 5572.819336
	Iteration 31Q: 3 clusters Score -6107522 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73161 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -6107662.500000 Penalty: 5572.819336
	Iteration 32Q: 3 clusters Score -6107662 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73420 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -6107746.000000 Penalty: 5572.819336
	Iteration 33Q: 3 clusters Score -6107746 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73591 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -6107821.000000 Penalty: 5572.819336
	Iteration 34Q: 3 clusters Score -6107821 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73743 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -6107881.500000 Penalty: 5572.819336
	Iteration 35Q: 3 clusters Score -6107882 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73857 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -6107913.500000 Penalty: 5572.819336
	Iteration 36Q: 3 clusters Score -6107914 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73958 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -6107958.500000 Penalty: 5572.819336
	Iteration 37Q: 3 clusters Score -6107958 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74038 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -6107994.500000 Penalty: 5572.819336
	Iteration 38Q: 3 clusters Score -6107994 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74099 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -6108021.000000 Penalty: 5572.819336
	Iteration 39Q: 3 clusters Score -6108021 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74152 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -6108042.500000 Penalty: 5572.819336
	Iteration 40F: 3 clusters Score -6108042 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74203 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -6108063.500000 Penalty: 5572.819336
	Iteration 41Q: 3 clusters Score -6108064 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74248 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -6108082.000000 Penalty: 5572.819336
	Iteration 42Q: 3 clusters Score -6108082 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74290 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -6108091.500000 Penalty: 5572.819336
	Iteration 43Q: 3 clusters Score -6108092 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74324 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -6108111.500000 Penalty: 5572.819336
	Iteration 44Q: 3 clusters Score -6108112 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74356 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -6108131.000000 Penalty: 5572.819336
	Iteration 45Q: 3 clusters Score -6108131 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74385 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -6108138.000000 Penalty: 5572.819336
	Iteration 46Q: 3 clusters Score -6108138 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74405 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -6108153.000000 Penalty: 5572.819336
	Iteration 47Q: 3 clusters Score -6108153 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74420 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -6108150.500000 Penalty: 5572.819336
	Iteration 48Q: 3 clusters Score -6108150 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74433 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -6108165.500000 Penalty: 5572.819336
	Iteration 49Q: 3 clusters Score -6108166 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74444 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -6108169.500000 Penalty: 5572.819336
	Iteration 50Q: 3 clusters Score -6108170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74447 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -6108169.500000 Penalty: 5572.819336
	Iteration 51Q: 3 clusters Score -6108170 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74453 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -6108167.500000 Penalty: 5572.819336
	Iteration 52Q: 3 clusters Score -6108168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74459 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -6108174.500000 Penalty: 5572.819336
	Iteration 53Q: 3 clusters Score -6108174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74467 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -6108174.000000 Penalty: 5572.819336
	Iteration 54Q: 3 clusters Score -6108174 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74478 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -6108181.000000 Penalty: 5572.819336
	Iteration 55Q: 3 clusters Score -6108181 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74481 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -6108187.000000 Penalty: 5572.819336
	Iteration 56Q: 3 clusters Score -6108187 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74489 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -6108192.500000 Penalty: 5572.819336
	Iteration 57Q: 3 clusters Score -6108192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74493 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -6108193.000000 Penalty: 5572.819336
	Iteration 58Q: 3 clusters Score -6108193 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74500 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -6108195.500000 Penalty: 5572.819336
	Iteration 59Q: 3 clusters Score -6108196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74505 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -6108199.500000 Penalty: 5572.819336
	Iteration 60F: 3 clusters Score -6108200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74508 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -6108195.500000 Penalty: 5572.819336
	Iteration 61Q: 3 clusters Score -6108196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74509 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -6108193.500000 Penalty: 5572.819336
	Iteration 62Q: 3 clusters Score -6108194 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74515 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -6108196.000000 Penalty: 5572.819336
	Iteration 63Q: 3 clusters Score -6108196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74519 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -6108192.500000 Penalty: 5572.819336
	Iteration 64Q: 3 clusters Score -6108192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74523 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -6108195.000000 Penalty: 5572.819336
	Iteration 65Q: 3 clusters Score -6108195 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74527 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -6108196.500000 Penalty: 5572.819336
	Iteration 66Q: 3 clusters Score -6108196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74530 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -6108199.000000 Penalty: 5572.819336
	Iteration 67Q: 3 clusters Score -6108199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74532 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -6108195.000000 Penalty: 5572.819336
	Iteration 68Q: 3 clusters Score -6108195 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74535 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -6108195.500000 Penalty: 5572.819336
	Iteration 69Q: 3 clusters Score -6108196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74539 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -6108206.000000 Penalty: 5572.819336
	Iteration 70Q: 3 clusters Score -6108206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74543 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -6108204.000000 Penalty: 5572.819336
	Iteration 71Q: 3 clusters Score -6108204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74546 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -6108207.500000 Penalty: 5572.819336
	Iteration 72Q: 3 clusters Score -6108208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74549 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -6108211.500000 Penalty: 5572.819336
	Iteration 73Q: 3 clusters Score -6108212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74549 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -6108208.500000 Penalty: 5572.819336
	Iteration 74Q: 3 clusters Score -6108208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74552 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -6108207.500000 Penalty: 5572.819336
	Iteration 75Q: 3 clusters Score -6108208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74555 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -6108211.000000 Penalty: 5572.819336
	Iteration 76Q: 3 clusters Score -6108211 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74558 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -6108205.500000 Penalty: 5572.819336
	Iteration 77Q: 3 clusters Score -6108206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74559 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -6108211.500000 Penalty: 5572.819336
	Iteration 78Q: 3 clusters Score -6108212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74562 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -6108216.000000 Penalty: 5572.819336
	Iteration 79Q: 3 clusters Score -6108216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74563 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -6108210.000000 Penalty: 5572.819336
	Iteration 80F: 3 clusters Score -6108210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74565 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -6108216.500000 Penalty: 5572.819336
	Iteration 81Q: 3 clusters Score -6108216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74565 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -6108216.500000 Penalty: 5572.819336
	Iteration 82F: 3 clusters Score -6108216 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (24534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24534 members 
Entering Unmasked Estep 
Score: -1932591.250000 Penalty: 2506.738037
	Iteration 0F: 2 clusters Score -1932591 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -1915687.625000 Penalty: 5013.476074
	Iteration 0F: 3 clusters Score -1915688 nChanged 10803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -1921446.000000 Penalty: 5013.476074
	Iteration 1F: 3 clusters Score -1921446 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -1921897.750000 Penalty: 5013.476074
	Iteration 2F: 3 clusters Score -1921898 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -1922289.125000 Penalty: 5013.476074
	Iteration 3Q: 3 clusters Score -1922289 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -1922690.375000 Penalty: 5013.476074
	Iteration 4Q: 3 clusters Score -1922690 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -1923098.000000 Penalty: 5013.476074
	Iteration 5Q: 3 clusters Score -1923098 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -1923534.125000 Penalty: 5013.476074
	Iteration 6Q: 3 clusters Score -1923534 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -1924020.250000 Penalty: 5013.476074
	Iteration 7Q: 3 clusters Score -1924020 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -1924657.250000 Penalty: 5013.476074
	Iteration 8Q: 3 clusters Score -1924657 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -1925320.625000 Penalty: 5013.476074
	Iteration 9Q: 3 clusters Score -1925321 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -1925848.500000 Penalty: 5013.476074
	Iteration 10Q: 3 clusters Score -1925848 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1926309.125000 Penalty: 5013.476074
	Iteration 11Q: 3 clusters Score -1926309 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -1926783.625000 Penalty: 5013.476074
	Iteration 12Q: 3 clusters Score -1926784 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16847 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -1927272.000000 Penalty: 5013.476074
	Iteration 13Q: 3 clusters Score -1927272 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17769 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1927825.000000 Penalty: 5013.476074
	Iteration 14Q: 3 clusters Score -1927825 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18775 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1928472.625000 Penalty: 5013.476074
	Iteration 15Q: 3 clusters Score -1928473 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19780 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1929204.250000 Penalty: 5013.476074
	Iteration 16Q: 3 clusters Score -1929204 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20775 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1929974.000000 Penalty: 5013.476074
	Iteration 17Q: 3 clusters Score -1929974 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21595 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1930717.375000 Penalty: 5013.476074
	Iteration 18Q: 3 clusters Score -1930717 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22235 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1931346.875000 Penalty: 5013.476074
	Iteration 19Q: 3 clusters Score -1931347 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22667 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1931739.375000 Penalty: 5013.476074
	Iteration 20F: 3 clusters Score -1931739 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22939 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1931994.250000 Penalty: 5013.476074
	Iteration 21Q: 3 clusters Score -1931994 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23106 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1932144.375000 Penalty: 5013.476074
	Iteration 22Q: 3 clusters Score -1932144 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23208 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1932210.000000 Penalty: 5013.476074
	Iteration 23Q: 3 clusters Score -1932210 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23253 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1932232.625000 Penalty: 5013.476074
	Iteration 24Q: 3 clusters Score -1932233 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23286 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1932249.500000 Penalty: 5013.476074
	Iteration 25Q: 3 clusters Score -1932250 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23309 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1932256.250000 Penalty: 5013.476074
	Iteration 26Q: 3 clusters Score -1932256 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23317 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1932267.625000 Penalty: 5013.476074
	Iteration 27Q: 3 clusters Score -1932268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23321 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1932262.125000 Penalty: 5013.476074
	Iteration 28Q: 3 clusters Score -1932262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23321 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1932264.125000 Penalty: 5013.476074
	Iteration 29Q: 3 clusters Score -1932264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23321 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1932264.500000 Penalty: 5013.476074
	Iteration 30Q: 3 clusters Score -1932264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23322 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1932262.750000 Penalty: 5013.476074
	Iteration 31Q: 3 clusters Score -1932263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23322 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1932262.250000 Penalty: 5013.476074
	Iteration 32Q: 3 clusters Score -1932262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23323 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1932265.875000 Penalty: 5013.476074
	Iteration 33Q: 3 clusters Score -1932266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23323 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1932264.500000 Penalty: 5013.476074
	Iteration 34Q: 3 clusters Score -1932264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23325 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1932267.125000 Penalty: 5013.476074
	Iteration 35Q: 3 clusters Score -1932267 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23329 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1932268.125000 Penalty: 5013.476074
	Iteration 36Q: 3 clusters Score -1932268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23329 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1932268.125000 Penalty: 5013.476074
	Iteration 37F: 3 clusters Score -1932268 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Entering Unmasked Estep 
Score: -219200.109375 Penalty: 2015.376465
	Iteration 0F: 2 clusters Score -219200.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -215685.765625 Penalty: 4030.752930
	Iteration 0F: 3 clusters Score -215685.8 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -216525.593750 Penalty: 4030.752930
	Iteration 1F: 3 clusters Score -216525.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -216923.109375 Penalty: 4030.752930
	Iteration 2F: 3 clusters Score -216923.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -217293.562500 Penalty: 4030.752930
	Iteration 3F: 3 clusters Score -217293.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -217567.000000 Penalty: 4030.752930
	Iteration 4F: 3 clusters Score -217567 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -217846.140625 Penalty: 4030.752930
	Iteration 5F: 3 clusters Score -217846.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -218075.296875 Penalty: 4030.752930
	Iteration 6F: 3 clusters Score -218075.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -218226.703125 Penalty: 4030.752930
	Iteration 7Q: 3 clusters Score -218226.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -218349.484375 Penalty: 4030.752930
	Iteration 8Q: 3 clusters Score -218349.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -218435.187500 Penalty: 4030.752930
	Iteration 9Q: 3 clusters Score -218435.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -218484.328125 Penalty: 4030.752930
	Iteration 10Q: 3 clusters Score -218484.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -218515.796875 Penalty: 4030.752930
	Iteration 11Q: 3 clusters Score -218515.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -218543.531250 Penalty: 4030.752930
	Iteration 12Q: 3 clusters Score -218543.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -218564.968750 Penalty: 4030.752930
	Iteration 13Q: 3 clusters Score -218565 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -218578.765625 Penalty: 4030.752930
	Iteration 14Q: 3 clusters Score -218578.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -218591.953125 Penalty: 4030.752930
	Iteration 15Q: 3 clusters Score -218592 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -218602.390625 Penalty: 4030.752930
	Iteration 16Q: 3 clusters Score -218602.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -218609.437500 Penalty: 4030.752930
	Iteration 17Q: 3 clusters Score -218609.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -218614.140625 Penalty: 4030.752930
	Iteration 18Q: 3 clusters Score -218614.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -218616.375000 Penalty: 4030.752930
	Iteration 19Q: 3 clusters Score -218616.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -218619.437500 Penalty: 4030.752930
	Iteration 20F: 3 clusters Score -218619.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -218621.281250 Penalty: 4030.752930
	Iteration 21Q: 3 clusters Score -218621.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -218623.218750 Penalty: 4030.752930
	Iteration 22Q: 3 clusters Score -218623.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -218626.265625 Penalty: 4030.752930
	Iteration 23Q: 3 clusters Score -218626.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -218629.000000 Penalty: 4030.752930
	Iteration 24Q: 3 clusters Score -218629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -218630.843750 Penalty: 4030.752930
	Iteration 25Q: 3 clusters Score -218630.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -218631.375000 Penalty: 4030.752930
	Iteration 26Q: 3 clusters Score -218631.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -218631.375000 Penalty: 4030.752930
	Iteration 27F: 3 clusters Score -218631.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Entering Unmasked Estep 
Score: -274494.906250 Penalty: 2028.163330
	Iteration 0F: 2 clusters Score -274494.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -270875.437500 Penalty: 4056.326660
	Iteration 0F: 3 clusters Score -270875.4 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -271619.593750 Penalty: 4056.326660
	Iteration 1F: 3 clusters Score -271619.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -271773.125000 Penalty: 4056.326660
	Iteration 2F: 3 clusters Score -271773.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -271891.531250 Penalty: 4056.326660
	Iteration 3Q: 3 clusters Score -271891.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -271963.812500 Penalty: 4056.326660
	Iteration 4Q: 3 clusters Score -271963.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -272004.656250 Penalty: 4056.326660
	Iteration 5Q: 3 clusters Score -272004.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -272029.906250 Penalty: 4056.326660
	Iteration 6Q: 3 clusters Score -272029.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -272054.031250 Penalty: 4056.326660
	Iteration 7Q: 3 clusters Score -272054 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -272078.968750 Penalty: 4056.326660
	Iteration 8Q: 3 clusters Score -272079 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -272102.937500 Penalty: 4056.326660
	Iteration 9Q: 3 clusters Score -272102.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -272121.250000 Penalty: 4056.326660
	Iteration 10Q: 3 clusters Score -272121.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -272135.687500 Penalty: 4056.326660
	Iteration 11Q: 3 clusters Score -272135.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -272163.593750 Penalty: 4056.326660
	Iteration 12Q: 3 clusters Score -272163.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -272185.875000 Penalty: 4056.326660
	Iteration 13Q: 3 clusters Score -272185.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -272215.250000 Penalty: 4056.326660
	Iteration 14Q: 3 clusters Score -272215.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -272257.812500 Penalty: 4056.326660
	Iteration 15Q: 3 clusters Score -272257.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -272302.125000 Penalty: 4056.326660
	Iteration 16Q: 3 clusters Score -272302.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -272338.468750 Penalty: 4056.326660
	Iteration 17Q: 3 clusters Score -272338.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -272366.156250 Penalty: 4056.326660
	Iteration 18Q: 3 clusters Score -272366.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -272404.687500 Penalty: 4056.326660
	Iteration 19Q: 3 clusters Score -272404.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -272442.468750 Penalty: 4056.326660
	Iteration 20F: 3 clusters Score -272442.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -272487.937500 Penalty: 4056.326660
	Iteration 21Q: 3 clusters Score -272487.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -272533.031250 Penalty: 4056.326660
	Iteration 22Q: 3 clusters Score -272533 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -272589.687500 Penalty: 4056.326660
	Iteration 23Q: 3 clusters Score -272589.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -272651.968750 Penalty: 4056.326660
	Iteration 24Q: 3 clusters Score -272652 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -272692.656250 Penalty: 4056.326660
	Iteration 25Q: 3 clusters Score -272692.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -272732.812500 Penalty: 4056.326660
	Iteration 26Q: 3 clusters Score -272732.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -272758.812500 Penalty: 4056.326660
	Iteration 27Q: 3 clusters Score -272758.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -272798.781250 Penalty: 4056.326660
	Iteration 28Q: 3 clusters Score -272798.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -272842.093750 Penalty: 4056.326660
	Iteration 29Q: 3 clusters Score -272842.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -272880.437500 Penalty: 4056.326660
	Iteration 30Q: 3 clusters Score -272880.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -272913.781250 Penalty: 4056.326660
	Iteration 31Q: 3 clusters Score -272913.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -272948.781250 Penalty: 4056.326660
	Iteration 32Q: 3 clusters Score -272948.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -272983.843750 Penalty: 4056.326660
	Iteration 33Q: 3 clusters Score -272983.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -273009.281250 Penalty: 4056.326660
	Iteration 34Q: 3 clusters Score -273009.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -273029.093750 Penalty: 4056.326660
	Iteration 35Q: 3 clusters Score -273029.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -273041.593750 Penalty: 4056.326660
	Iteration 36Q: 3 clusters Score -273041.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -273052.937500 Penalty: 4056.326660
	Iteration 37Q: 3 clusters Score -273052.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -273057.843750 Penalty: 4056.326660
	Iteration 38Q: 3 clusters Score -273057.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -273059.656250 Penalty: 4056.326660
	Iteration 39Q: 3 clusters Score -273059.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -273062.875000 Penalty: 4056.326660
	Iteration 40F: 3 clusters Score -273062.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -273074.093750 Penalty: 4056.326660
	Iteration 41Q: 3 clusters Score -273074.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -273081.656250 Penalty: 4056.326660
	Iteration 42Q: 3 clusters Score -273081.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -273090.062500 Penalty: 4056.326660
	Iteration 43Q: 3 clusters Score -273090.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -273100.093750 Penalty: 4056.326660
	Iteration 44Q: 3 clusters Score -273100.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -273106.218750 Penalty: 4056.326660
	Iteration 45Q: 3 clusters Score -273106.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -273110.156250 Penalty: 4056.326660
	Iteration 46Q: 3 clusters Score -273110.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -273111.843750 Penalty: 4056.326660
	Iteration 47Q: 3 clusters Score -273111.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -273114.437500 Penalty: 4056.326660
	Iteration 48Q: 3 clusters Score -273114.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -273114.968750 Penalty: 4056.326660
	Iteration 49Q: 3 clusters Score -273115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -273115.406250 Penalty: 4056.326660
	Iteration 50Q: 3 clusters Score -273115.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -273116.062500 Penalty: 4056.326660
	Iteration 51Q: 3 clusters Score -273116.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -273118.187500 Penalty: 4056.326660
	Iteration 52Q: 3 clusters Score -273118.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -273120.968750 Penalty: 4056.326660
	Iteration 53Q: 3 clusters Score -273121 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -273126.406250 Penalty: 4056.326660
	Iteration 54Q: 3 clusters Score -273126.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -273131.781250 Penalty: 4056.326660
	Iteration 55Q: 3 clusters Score -273131.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -273135.875000 Penalty: 4056.326660
	Iteration 56Q: 3 clusters Score -273135.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -273138.062500 Penalty: 4056.326660
	Iteration 57Q: 3 clusters Score -273138.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -273138.531250 Penalty: 4056.326660
	Iteration 58Q: 3 clusters Score -273138.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -273138.531250 Penalty: 4056.326660
	Iteration 59F: 3 clusters Score -273138.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (59998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59998 members 
Entering Unmasked Estep 
Score: -4862349.000000 Penalty: 2728.512451
	Iteration 0F: 2 clusters Score -4862349 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30007 members 
Mstep: Class 2 contains 29991 members 
Entering Unmasked Estep 
Score: -4822004.500000 Penalty: 5457.024902
	Iteration 0F: 3 clusters Score -4822004 nChanged 27906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30451 members 
Mstep: Class 2 contains 29547 members 
Entering Unmasked Estep 
Score: -4837320.500000 Penalty: 5457.024902
	Iteration 1F: 3 clusters Score -4837320 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30753 members 
Mstep: Class 2 contains 29245 members 
Entering Unmasked Estep 
Score: -4837793.500000 Penalty: 5457.024902
	Iteration 2Q: 3 clusters Score -4837794 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31077 members 
Mstep: Class 2 contains 28921 members 
Entering Unmasked Estep 
Score: -4838260.500000 Penalty: 5457.024902
	Iteration 3Q: 3 clusters Score -4838260 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31583 members 
Mstep: Class 2 contains 28415 members 
Entering Unmasked Estep 
Score: -4838663.500000 Penalty: 5457.024902
	Iteration 4Q: 3 clusters Score -4838664 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32261 members 
Mstep: Class 2 contains 27737 members 
Entering Unmasked Estep 
Score: -4839127.000000 Penalty: 5457.024902
	Iteration 5Q: 3 clusters Score -4839127 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33270 members 
Mstep: Class 2 contains 26728 members 
Entering Unmasked Estep 
Score: -4839640.500000 Penalty: 5457.024902
	Iteration 6Q: 3 clusters Score -4839640 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34647 members 
Mstep: Class 2 contains 25351 members 
Entering Unmasked Estep 
Score: -4840346.000000 Penalty: 5457.024902
	Iteration 7Q: 3 clusters Score -4840346 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36499 members 
Mstep: Class 2 contains 23499 members 
Entering Unmasked Estep 
Score: -4841308.000000 Penalty: 5457.024902
	Iteration 8Q: 3 clusters Score -4841308 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39050 members 
Mstep: Class 2 contains 20948 members 
Entering Unmasked Estep 
Score: -4842776.500000 Penalty: 5457.024902
	Iteration 9Q: 3 clusters Score -4842776 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42266 members 
Mstep: Class 2 contains 17732 members 
Entering Unmasked Estep 
Score: -4845002.000000 Penalty: 5457.024902
	Iteration 10F: 3 clusters Score -4845002 nChanged 3929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46137 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -4848056.000000 Penalty: 5457.024902
	Iteration 11F: 3 clusters Score -4848056 nChanged 4060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50157 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -4851557.500000 Penalty: 5457.024902
	Iteration 12F: 3 clusters Score -4851558 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53576 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -4854655.500000 Penalty: 5457.024902
	Iteration 13F: 3 clusters Score -4854656 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56065 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -4856927.000000 Penalty: 5457.024902
	Iteration 14Q: 3 clusters Score -4856927 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57560 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -4858227.500000 Penalty: 5457.024902
	Iteration 15Q: 3 clusters Score -4858228 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58414 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -4859001.000000 Penalty: 5457.024902
	Iteration 16Q: 3 clusters Score -4859001 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58878 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -4859377.000000 Penalty: 5457.024902
	Iteration 17Q: 3 clusters Score -4859377 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59136 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -4859613.500000 Penalty: 5457.024902
	Iteration 18Q: 3 clusters Score -4859614 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59292 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -4859775.000000 Penalty: 5457.024902
	Iteration 19Q: 3 clusters Score -4859775 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59375 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -4859862.000000 Penalty: 5457.024902
	Iteration 20F: 3 clusters Score -4859862 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59426 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -4859914.000000 Penalty: 5457.024902
	Iteration 21Q: 3 clusters Score -4859914 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59472 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -4859939.000000 Penalty: 5457.024902
	Iteration 22Q: 3 clusters Score -4859939 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59491 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -4859963.000000 Penalty: 5457.024902
	Iteration 23Q: 3 clusters Score -4859963 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59508 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -4859980.000000 Penalty: 5457.024902
	Iteration 24Q: 3 clusters Score -4859980 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59518 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -4859998.000000 Penalty: 5457.024902
	Iteration 25Q: 3 clusters Score -4859998 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59527 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -4860012.500000 Penalty: 5457.024902
	Iteration 26Q: 3 clusters Score -4860012 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59536 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -4860022.500000 Penalty: 5457.024902
	Iteration 27Q: 3 clusters Score -4860022 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59544 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -4860023.500000 Penalty: 5457.024902
	Iteration 28Q: 3 clusters Score -4860024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59548 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -4860030.000000 Penalty: 5457.024902
	Iteration 29Q: 3 clusters Score -4860030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59549 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -4860029.500000 Penalty: 5457.024902
	Iteration 30Q: 3 clusters Score -4860030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59549 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -4860029.500000 Penalty: 5457.024902
	Iteration 31F: 3 clusters Score -4860030 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (154308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154308 members 
Entering Unmasked Estep 
Score: -12353585.000000 Penalty: 2962.782959
	Iteration 0F: 2 clusters Score -1.235358e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76946 members 
Mstep: Class 2 contains 77362 members 
Entering Unmasked Estep 
Score: -12250218.000000 Penalty: 5925.565918
	Iteration 0F: 3 clusters Score -1.225022e+07 nChanged 73452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74276 members 
Mstep: Class 2 contains 80032 members 
Entering Unmasked Estep 
Score: -12293652.000000 Penalty: 5925.565918
	Iteration 1F: 3 clusters Score -1.229365e+07 nChanged 4942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72468 members 
Mstep: Class 2 contains 81840 members 
Entering Unmasked Estep 
Score: -12295112.000000 Penalty: 5925.565918
	Iteration 2Q: 3 clusters Score -1.229511e+07 nChanged 5271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69939 members 
Mstep: Class 2 contains 84369 members 
Entering Unmasked Estep 
Score: -12296663.000000 Penalty: 5925.565918
	Iteration 3Q: 3 clusters Score -1.229666e+07 nChanged 5814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66443 members 
Mstep: Class 2 contains 87865 members 
Entering Unmasked Estep 
Score: -12298851.000000 Penalty: 5925.565918
	Iteration 4Q: 3 clusters Score -1.229885e+07 nChanged 6732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61463 members 
Mstep: Class 2 contains 92845 members 
Entering Unmasked Estep 
Score: -12302080.000000 Penalty: 5925.565918
	Iteration 5Q: 3 clusters Score -1.230208e+07 nChanged 8013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54616 members 
Mstep: Class 2 contains 99692 members 
Entering Unmasked Estep 
Score: -12306994.000000 Penalty: 5925.565918
	Iteration 6F: 3 clusters Score -1.230699e+07 nChanged 9658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45616 members 
Mstep: Class 2 contains 108692 members 
Entering Unmasked Estep 
Score: -12313946.000000 Penalty: 5925.565918
	Iteration 7F: 3 clusters Score -1.231395e+07 nChanged 10850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35046 members 
Mstep: Class 2 contains 119262 members 
Entering Unmasked Estep 
Score: -12322651.000000 Penalty: 5925.565918
	Iteration 8F: 3 clusters Score -1.232265e+07 nChanged 10838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24264 members 
Mstep: Class 2 contains 130044 members 
Entering Unmasked Estep 
Score: -12331691.000000 Penalty: 5925.565918
	Iteration 9F: 3 clusters Score -1.233169e+07 nChanged 9421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 139453 members 
Entering Unmasked Estep 
Score: -12339699.000000 Penalty: 5925.565918
	Iteration 10F: 3 clusters Score -1.23397e+07 nChanged 6685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 146136 members 
Entering Unmasked Estep 
Score: -12345225.000000 Penalty: 5925.565918
	Iteration 11Q: 3 clusters Score -1.234522e+07 nChanged 3921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 150055 members 
Entering Unmasked Estep 
Score: -12348247.000000 Penalty: 5925.565918
	Iteration 12Q: 3 clusters Score -1.234825e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 151984 members 
Entering Unmasked Estep 
Score: -12349595.000000 Penalty: 5925.565918
	Iteration 13Q: 3 clusters Score -1.23496e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 152907 members 
Entering Unmasked Estep 
Score: -12350279.000000 Penalty: 5925.565918
	Iteration 14Q: 3 clusters Score -1.235028e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 153346 members 
Entering Unmasked Estep 
Score: -12350610.000000 Penalty: 5925.565918
	Iteration 15Q: 3 clusters Score -1.235061e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 153556 members 
Entering Unmasked Estep 
Score: -12350790.000000 Penalty: 5925.565918
	Iteration 16Q: 3 clusters Score -1.235079e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 153668 members 
Entering Unmasked Estep 
Score: -12350900.000000 Penalty: 5925.565918
	Iteration 17Q: 3 clusters Score -1.23509e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 153726 members 
Entering Unmasked Estep 
Score: -12350950.000000 Penalty: 5925.565918
	Iteration 18Q: 3 clusters Score -1.235095e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 153766 members 
Entering Unmasked Estep 
Score: -12351015.000000 Penalty: 5925.565918
	Iteration 19Q: 3 clusters Score -1.235102e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 153798 members 
Entering Unmasked Estep 
Score: -12351063.000000 Penalty: 5925.565918
	Iteration 20F: 3 clusters Score -1.235106e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 153819 members 
Entering Unmasked Estep 
Score: -12351095.000000 Penalty: 5925.565918
	Iteration 21Q: 3 clusters Score -1.23511e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 153830 members 
Entering Unmasked Estep 
Score: -12351117.000000 Penalty: 5925.565918
	Iteration 22Q: 3 clusters Score -1.235112e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 153848 members 
Entering Unmasked Estep 
Score: -12351146.000000 Penalty: 5925.565918
	Iteration 23Q: 3 clusters Score -1.235115e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 153860 members 
Entering Unmasked Estep 
Score: -12351162.000000 Penalty: 5925.565918
	Iteration 24Q: 3 clusters Score -1.235116e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 153865 members 
Entering Unmasked Estep 
Score: -12351166.000000 Penalty: 5925.565918
	Iteration 25Q: 3 clusters Score -1.235117e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 153868 members 
Entering Unmasked Estep 
Score: -12351170.000000 Penalty: 5925.565918
	Iteration 26Q: 3 clusters Score -1.235117e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 153873 members 
Entering Unmasked Estep 
Score: -12351182.000000 Penalty: 5925.565918
	Iteration 27Q: 3 clusters Score -1.235118e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 153876 members 
Entering Unmasked Estep 
Score: -12351181.000000 Penalty: 5925.565918
	Iteration 28Q: 3 clusters Score -1.235118e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 153877 members 
Entering Unmasked Estep 
Score: -12351185.000000 Penalty: 5925.565918
	Iteration 29Q: 3 clusters Score -1.235118e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 153878 members 
Entering Unmasked Estep 
Score: -12351186.000000 Penalty: 5925.565918
	Iteration 30Q: 3 clusters Score -1.235119e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 153877 members 
Entering Unmasked Estep 
Score: -12351189.000000 Penalty: 5925.565918
	Iteration 31Q: 3 clusters Score -1.235119e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 153878 members 
Entering Unmasked Estep 
Score: -12351182.000000 Penalty: 5925.565918
	Iteration 32Q: 3 clusters Score -1.235118e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 153879 members 
Entering Unmasked Estep 
Score: -12351188.000000 Penalty: 5925.565918
	Iteration 33Q: 3 clusters Score -1.235119e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 153880 members 
Entering Unmasked Estep 
Score: -12351190.000000 Penalty: 5925.565918
	Iteration 34Q: 3 clusters Score -1.235119e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 153884 members 
Entering Unmasked Estep 
Score: -12351199.000000 Penalty: 5925.565918
	Iteration 35Q: 3 clusters Score -1.23512e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 153886 members 
Entering Unmasked Estep 
Score: -12351197.000000 Penalty: 5925.565918
	Iteration 36Q: 3 clusters Score -1.23512e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 153888 members 
Entering Unmasked Estep 
Score: -12351200.000000 Penalty: 5925.565918
	Iteration 37Q: 3 clusters Score -1.23512e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 153891 members 
Entering Unmasked Estep 
Score: -12351199.000000 Penalty: 5925.565918
	Iteration 38Q: 3 clusters Score -1.23512e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 153894 members 
Entering Unmasked Estep 
Score: -12351211.000000 Penalty: 5925.565918
	Iteration 39Q: 3 clusters Score -1.235121e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 153896 members 
Entering Unmasked Estep 
Score: -12351219.000000 Penalty: 5925.565918
	Iteration 40F: 3 clusters Score -1.235122e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 153901 members 
Entering Unmasked Estep 
Score: -12351235.000000 Penalty: 5925.565918
	Iteration 41Q: 3 clusters Score -1.235124e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 153907 members 
Entering Unmasked Estep 
Score: -12351232.000000 Penalty: 5925.565918
	Iteration 42Q: 3 clusters Score -1.235123e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 153912 members 
Entering Unmasked Estep 
Score: -12351239.000000 Penalty: 5925.565918
	Iteration 43Q: 3 clusters Score -1.235124e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 153914 members 
Entering Unmasked Estep 
Score: -12351233.000000 Penalty: 5925.565918
	Iteration 44Q: 3 clusters Score -1.235123e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 153917 members 
Entering Unmasked Estep 
Score: -12351249.000000 Penalty: 5925.565918
	Iteration 45Q: 3 clusters Score -1.235125e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 153919 members 
Entering Unmasked Estep 
Score: -12351245.000000 Penalty: 5925.565918
	Iteration 46Q: 3 clusters Score -1.235124e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 153922 members 
Entering Unmasked Estep 
Score: -12351253.000000 Penalty: 5925.565918
	Iteration 47Q: 3 clusters Score -1.235125e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 153918 members 
Entering Unmasked Estep 
Score: -12351265.000000 Penalty: 5925.565918
	Iteration 48Q: 3 clusters Score -1.235126e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 153917 members 
Entering Unmasked Estep 
Score: -12351272.000000 Penalty: 5925.565918
	Iteration 49Q: 3 clusters Score -1.235127e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 153922 members 
Entering Unmasked Estep 
Score: -12351281.000000 Penalty: 5925.565918
	Iteration 50Q: 3 clusters Score -1.235128e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 153930 members 
Entering Unmasked Estep 
Score: -12351301.000000 Penalty: 5925.565918
	Iteration 51Q: 3 clusters Score -1.23513e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 153940 members 
Entering Unmasked Estep 
Score: -12351303.000000 Penalty: 5925.565918
	Iteration 52Q: 3 clusters Score -1.23513e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 153937 members 
Entering Unmasked Estep 
Score: -12351320.000000 Penalty: 5925.565918
	Iteration 53Q: 3 clusters Score -1.235132e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 153934 members 
Entering Unmasked Estep 
Score: -12351316.000000 Penalty: 5925.565918
	Iteration 54Q: 3 clusters Score -1.235132e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 153932 members 
Entering Unmasked Estep 
Score: -12351337.000000 Penalty: 5925.565918
	Iteration 55Q: 3 clusters Score -1.235134e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 153933 members 
Entering Unmasked Estep 
Score: -12351352.000000 Penalty: 5925.565918
	Iteration 56Q: 3 clusters Score -1.235135e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 153935 members 
Entering Unmasked Estep 
Score: -12351351.000000 Penalty: 5925.565918
	Iteration 57Q: 3 clusters Score -1.235135e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 153937 members 
Entering Unmasked Estep 
Score: -12351358.000000 Penalty: 5925.565918
	Iteration 58Q: 3 clusters Score -1.235136e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 153935 members 
Entering Unmasked Estep 
Score: -12351367.000000 Penalty: 5925.565918
	Iteration 59Q: 3 clusters Score -1.235137e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 153931 members 
Entering Unmasked Estep 
Score: -12351375.000000 Penalty: 5925.565918
	Iteration 60F: 3 clusters Score -1.235138e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 153932 members 
Entering Unmasked Estep 
Score: -12351387.000000 Penalty: 5925.565918
	Iteration 61Q: 3 clusters Score -1.235139e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 153932 members 
Entering Unmasked Estep 
Score: -12351385.000000 Penalty: 5925.565918
	Iteration 62Q: 3 clusters Score -1.235138e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 153928 members 
Entering Unmasked Estep 
Score: -12351385.000000 Penalty: 5925.565918
	Iteration 63Q: 3 clusters Score -1.235138e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 153927 members 
Entering Unmasked Estep 
Score: -12351395.000000 Penalty: 5925.565918
	Iteration 64Q: 3 clusters Score -1.23514e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 153926 members 
Entering Unmasked Estep 
Score: -12351391.000000 Penalty: 5925.565918
	Iteration 65Q: 3 clusters Score -1.235139e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 153928 members 
Entering Unmasked Estep 
Score: -12351384.000000 Penalty: 5925.565918
	Iteration 66Q: 3 clusters Score -1.235138e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 153927 members 
Entering Unmasked Estep 
Score: -12351389.000000 Penalty: 5925.565918
	Iteration 67Q: 3 clusters Score -1.235139e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 153926 members 
Entering Unmasked Estep 
Score: -12351387.000000 Penalty: 5925.565918
	Iteration 68Q: 3 clusters Score -1.235139e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 153923 members 
Entering Unmasked Estep 
Score: -12351397.000000 Penalty: 5925.565918
	Iteration 69Q: 3 clusters Score -1.23514e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 153921 members 
Entering Unmasked Estep 
Score: -12351406.000000 Penalty: 5925.565918
	Iteration 70Q: 3 clusters Score -1.235141e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 153921 members 
Entering Unmasked Estep 
Score: -12351396.000000 Penalty: 5925.565918
	Iteration 71Q: 3 clusters Score -1.23514e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 153916 members 
Entering Unmasked Estep 
Score: -12351395.000000 Penalty: 5925.565918
	Iteration 72Q: 3 clusters Score -1.23514e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 153914 members 
Entering Unmasked Estep 
Score: -12351410.000000 Penalty: 5925.565918
	Iteration 73Q: 3 clusters Score -1.235141e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 153912 members 
Entering Unmasked Estep 
Score: -12351413.000000 Penalty: 5925.565918
	Iteration 74Q: 3 clusters Score -1.235141e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 153911 members 
Entering Unmasked Estep 
Score: -12351424.000000 Penalty: 5925.565918
	Iteration 75Q: 3 clusters Score -1.235142e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 153912 members 
Entering Unmasked Estep 
Score: -12351438.000000 Penalty: 5925.565918
	Iteration 76Q: 3 clusters Score -1.235144e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 153911 members 
Entering Unmasked Estep 
Score: -12351450.000000 Penalty: 5925.565918
	Iteration 77Q: 3 clusters Score -1.235145e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 153908 members 
Entering Unmasked Estep 
Score: -12351453.000000 Penalty: 5925.565918
	Iteration 78Q: 3 clusters Score -1.235145e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 153906 members 
Entering Unmasked Estep 
Score: -12351455.000000 Penalty: 5925.565918
	Iteration 79Q: 3 clusters Score -1.235146e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 153903 members 
Entering Unmasked Estep 
Score: -12351468.000000 Penalty: 5925.565918
	Iteration 80F: 3 clusters Score -1.235147e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 153901 members 
Entering Unmasked Estep 
Score: -12351469.000000 Penalty: 5925.565918
	Iteration 81Q: 3 clusters Score -1.235147e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 153905 members 
Entering Unmasked Estep 
Score: -12351469.000000 Penalty: 5925.565918
	Iteration 82Q: 3 clusters Score -1.235147e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 153904 members 
Entering Unmasked Estep 
Score: -12351474.000000 Penalty: 5925.565918
	Iteration 83Q: 3 clusters Score -1.235147e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 153905 members 
Entering Unmasked Estep 
Score: -12351476.000000 Penalty: 5925.565918
	Iteration 84Q: 3 clusters Score -1.235148e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 153906 members 
Entering Unmasked Estep 
Score: -12351477.000000 Penalty: 5925.565918
	Iteration 85Q: 3 clusters Score -1.235148e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 153906 members 
Entering Unmasked Estep 
Score: -12351481.000000 Penalty: 5925.565918
	Iteration 86Q: 3 clusters Score -1.235148e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 153908 members 
Entering Unmasked Estep 
Score: -12351479.000000 Penalty: 5925.565918
	Iteration 87Q: 3 clusters Score -1.235148e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 153906 members 
Entering Unmasked Estep 
Score: -12351480.000000 Penalty: 5925.565918
	Iteration 88Q: 3 clusters Score -1.235148e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 153907 members 
Entering Unmasked Estep 
Score: -12351489.000000 Penalty: 5925.565918
	Iteration 89Q: 3 clusters Score -1.235149e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 153907 members 
Entering Unmasked Estep 
Score: -12351489.000000 Penalty: 5925.565918
	Iteration 90F: 3 clusters Score -1.235149e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Entering Unmasked Estep 
Score: -662273.000000 Penalty: 2247.077393
	Iteration 0F: 2 clusters Score -662273 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -655566.875000 Penalty: 4494.154785
	Iteration 0F: 3 clusters Score -655566.9 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -657474.187500 Penalty: 4494.154785
	Iteration 1F: 3 clusters Score -657474.2 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -657740.500000 Penalty: 4494.154785
	Iteration 2F: 3 clusters Score -657740.5 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -657935.625000 Penalty: 4494.154785
	Iteration 3Q: 3 clusters Score -657935.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -658092.062500 Penalty: 4494.154785
	Iteration 4Q: 3 clusters Score -658092.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -658231.500000 Penalty: 4494.154785
	Iteration 5Q: 3 clusters Score -658231.5 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -658399.000000 Penalty: 4494.154785
	Iteration 6Q: 3 clusters Score -658399 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -658583.187500 Penalty: 4494.154785
	Iteration 7Q: 3 clusters Score -658583.2 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -658743.250000 Penalty: 4494.154785
	Iteration 8Q: 3 clusters Score -658743.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -658881.562500 Penalty: 4494.154785
	Iteration 9Q: 3 clusters Score -658881.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -659047.375000 Penalty: 4494.154785
	Iteration 10Q: 3 clusters Score -659047.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -659226.000000 Penalty: 4494.154785
	Iteration 11Q: 3 clusters Score -659226 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -659361.500000 Penalty: 4494.154785
	Iteration 12Q: 3 clusters Score -659361.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -659484.312500 Penalty: 4494.154785
	Iteration 13Q: 3 clusters Score -659484.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -659587.750000 Penalty: 4494.154785
	Iteration 14Q: 3 clusters Score -659587.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -659680.062500 Penalty: 4494.154785
	Iteration 15Q: 3 clusters Score -659680.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -659777.187500 Penalty: 4494.154785
	Iteration 16Q: 3 clusters Score -659777.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -659867.937500 Penalty: 4494.154785
	Iteration 17Q: 3 clusters Score -659867.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -659941.125000 Penalty: 4494.154785
	Iteration 18Q: 3 clusters Score -659941.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -660002.875000 Penalty: 4494.154785
	Iteration 19Q: 3 clusters Score -660002.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -660072.375000 Penalty: 4494.154785
	Iteration 20F: 3 clusters Score -660072.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -660140.375000 Penalty: 4494.154785
	Iteration 21Q: 3 clusters Score -660140.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -660199.375000 Penalty: 4494.154785
	Iteration 22Q: 3 clusters Score -660199.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -660256.875000 Penalty: 4494.154785
	Iteration 23Q: 3 clusters Score -660256.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -660307.062500 Penalty: 4494.154785
	Iteration 24Q: 3 clusters Score -660307.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -660342.875000 Penalty: 4494.154785
	Iteration 25Q: 3 clusters Score -660342.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -660381.937500 Penalty: 4494.154785
	Iteration 26Q: 3 clusters Score -660381.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -660414.937500 Penalty: 4494.154785
	Iteration 27Q: 3 clusters Score -660414.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -660446.375000 Penalty: 4494.154785
	Iteration 28Q: 3 clusters Score -660446.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -660469.625000 Penalty: 4494.154785
	Iteration 29Q: 3 clusters Score -660469.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -660486.750000 Penalty: 4494.154785
	Iteration 30Q: 3 clusters Score -660486.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -660512.000000 Penalty: 4494.154785
	Iteration 31Q: 3 clusters Score -660512 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -660535.562500 Penalty: 4494.154785
	Iteration 32Q: 3 clusters Score -660535.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -660550.875000 Penalty: 4494.154785
	Iteration 33Q: 3 clusters Score -660550.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -660566.937500 Penalty: 4494.154785
	Iteration 34Q: 3 clusters Score -660566.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -660578.812500 Penalty: 4494.154785
	Iteration 35Q: 3 clusters Score -660578.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -660589.875000 Penalty: 4494.154785
	Iteration 36Q: 3 clusters Score -660589.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -660598.500000 Penalty: 4494.154785
	Iteration 37Q: 3 clusters Score -660598.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -660606.250000 Penalty: 4494.154785
	Iteration 38Q: 3 clusters Score -660606.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -660616.000000 Penalty: 4494.154785
	Iteration 39Q: 3 clusters Score -660616 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -660619.812500 Penalty: 4494.154785
	Iteration 40F: 3 clusters Score -660619.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -660625.250000 Penalty: 4494.154785
	Iteration 41Q: 3 clusters Score -660625.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -660628.250000 Penalty: 4494.154785
	Iteration 42Q: 3 clusters Score -660628.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -660633.062500 Penalty: 4494.154785
	Iteration 43Q: 3 clusters Score -660633.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -660636.875000 Penalty: 4494.154785
	Iteration 44Q: 3 clusters Score -660636.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -660640.375000 Penalty: 4494.154785
	Iteration 45Q: 3 clusters Score -660640.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -660640.250000 Penalty: 4494.154785
	Iteration 46Q: 3 clusters Score -660640.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -660641.500000 Penalty: 4494.154785
	Iteration 47Q: 3 clusters Score -660641.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -660645.000000 Penalty: 4494.154785
	Iteration 48Q: 3 clusters Score -660645 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -660646.500000 Penalty: 4494.154785
	Iteration 49Q: 3 clusters Score -660646.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -660649.375000 Penalty: 4494.154785
	Iteration 50Q: 3 clusters Score -660649.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -660649.625000 Penalty: 4494.154785
	Iteration 51Q: 3 clusters Score -660649.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -660648.625000 Penalty: 4494.154785
	Iteration 52Q: 3 clusters Score -660648.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -660648.500000 Penalty: 4494.154785
	Iteration 53Q: 3 clusters Score -660648.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -660648.437500 Penalty: 4494.154785
	Iteration 54Q: 3 clusters Score -660648.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -660648.437500 Penalty: 4494.154785
	Iteration 55F: 3 clusters Score -660648.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Entering Unmasked Estep 
Score: -642818.875000 Penalty: 2241.219971
	Iteration 0F: 2 clusters Score -642818.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -636233.437500 Penalty: 4482.439941
	Iteration 0F: 3 clusters Score -636233.4 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -638163.250000 Penalty: 4482.439941
	Iteration 1F: 3 clusters Score -638163.2 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -638617.812500 Penalty: 4482.439941
	Iteration 2F: 3 clusters Score -638617.8 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -638997.125000 Penalty: 4482.439941
	Iteration 3F: 3 clusters Score -638997.1 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -639301.687500 Penalty: 4482.439941
	Iteration 4F: 3 clusters Score -639301.7 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -639615.500000 Penalty: 4482.439941
	Iteration 5F: 3 clusters Score -639615.5 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -639985.875000 Penalty: 4482.439941
	Iteration 6Q: 3 clusters Score -639985.9 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -640471.750000 Penalty: 4482.439941
	Iteration 7F: 3 clusters Score -640471.8 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -640930.062500 Penalty: 4482.439941
	Iteration 8F: 3 clusters Score -640930.1 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -641203.937500 Penalty: 4482.439941
	Iteration 9Q: 3 clusters Score -641203.9 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -641405.687500 Penalty: 4482.439941
	Iteration 10Q: 3 clusters Score -641405.7 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -641551.937500 Penalty: 4482.439941
	Iteration 11Q: 3 clusters Score -641551.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -641666.375000 Penalty: 4482.439941
	Iteration 12Q: 3 clusters Score -641666.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -641772.187500 Penalty: 4482.439941
	Iteration 13Q: 3 clusters Score -641772.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -641870.562500 Penalty: 4482.439941
	Iteration 14Q: 3 clusters Score -641870.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -641953.562500 Penalty: 4482.439941
	Iteration 15Q: 3 clusters Score -641953.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -642005.500000 Penalty: 4482.439941
	Iteration 16Q: 3 clusters Score -642005.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -642049.062500 Penalty: 4482.439941
	Iteration 17Q: 3 clusters Score -642049.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -642086.187500 Penalty: 4482.439941
	Iteration 18Q: 3 clusters Score -642086.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -642129.875000 Penalty: 4482.439941
	Iteration 19Q: 3 clusters Score -642129.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -642167.500000 Penalty: 4482.439941
	Iteration 20F: 3 clusters Score -642167.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -642198.750000 Penalty: 4482.439941
	Iteration 21Q: 3 clusters Score -642198.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -642229.187500 Penalty: 4482.439941
	Iteration 22Q: 3 clusters Score -642229.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -642254.187500 Penalty: 4482.439941
	Iteration 23Q: 3 clusters Score -642254.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -642274.125000 Penalty: 4482.439941
	Iteration 24Q: 3 clusters Score -642274.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -642286.750000 Penalty: 4482.439941
	Iteration 25Q: 3 clusters Score -642286.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -642298.875000 Penalty: 4482.439941
	Iteration 26Q: 3 clusters Score -642298.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -642311.875000 Penalty: 4482.439941
	Iteration 27Q: 3 clusters Score -642311.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -642320.750000 Penalty: 4482.439941
	Iteration 28Q: 3 clusters Score -642320.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -642324.375000 Penalty: 4482.439941
	Iteration 29Q: 3 clusters Score -642324.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -642330.437500 Penalty: 4482.439941
	Iteration 30Q: 3 clusters Score -642330.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -642333.562500 Penalty: 4482.439941
	Iteration 31Q: 3 clusters Score -642333.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -642339.187500 Penalty: 4482.439941
	Iteration 32Q: 3 clusters Score -642339.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -642342.875000 Penalty: 4482.439941
	Iteration 33Q: 3 clusters Score -642342.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -642346.875000 Penalty: 4482.439941
	Iteration 34Q: 3 clusters Score -642346.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -642350.312500 Penalty: 4482.439941
	Iteration 35Q: 3 clusters Score -642350.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -642357.375000 Penalty: 4482.439941
	Iteration 36Q: 3 clusters Score -642357.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -642363.375000 Penalty: 4482.439941
	Iteration 37Q: 3 clusters Score -642363.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -642366.562500 Penalty: 4482.439941
	Iteration 38Q: 3 clusters Score -642366.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -642368.250000 Penalty: 4482.439941
	Iteration 39Q: 3 clusters Score -642368.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -642368.312500 Penalty: 4482.439941
	Iteration 40F: 3 clusters Score -642368.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -642370.125000 Penalty: 4482.439941
	Iteration 41Q: 3 clusters Score -642370.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -642370.125000 Penalty: 4482.439941
	Iteration 42F: 3 clusters Score -642370.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (75315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75315 members 
Entering Unmasked Estep 
Score: -6120380.500000 Penalty: 2784.899902
	Iteration 0F: 2 clusters Score -6120380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37653 members 
Mstep: Class 2 contains 37662 members 
Entering Unmasked Estep 
Score: -6069784.500000 Penalty: 5569.799805
	Iteration 0F: 3 clusters Score -6069784 nChanged 35406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38251 members 
Mstep: Class 2 contains 37064 members 
Entering Unmasked Estep 
Score: -6089598.500000 Penalty: 5569.799805
	Iteration 1F: 3 clusters Score -6089598 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38705 members 
Mstep: Class 2 contains 36610 members 
Entering Unmasked Estep 
Score: -6090256.500000 Penalty: 5569.799805
	Iteration 2Q: 3 clusters Score -6090256 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39389 members 
Mstep: Class 2 contains 35926 members 
Entering Unmasked Estep 
Score: -6091078.500000 Penalty: 5569.799805
	Iteration 3Q: 3 clusters Score -6091078 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40492 members 
Mstep: Class 2 contains 34823 members 
Entering Unmasked Estep 
Score: -6092272.500000 Penalty: 5569.799805
	Iteration 4Q: 3 clusters Score -6092272 nChanged 3773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42179 members 
Mstep: Class 2 contains 33136 members 
Entering Unmasked Estep 
Score: -6094211.500000 Penalty: 5569.799805
	Iteration 5F: 3 clusters Score -6094212 nChanged 4695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44624 members 
Mstep: Class 2 contains 30691 members 
Entering Unmasked Estep 
Score: -6097174.000000 Penalty: 5569.799805
	Iteration 6F: 3 clusters Score -6097174 nChanged 5391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47767 members 
Mstep: Class 2 contains 27548 members 
Entering Unmasked Estep 
Score: -6101280.000000 Penalty: 5569.799805
	Iteration 7F: 3 clusters Score -6101280 nChanged 5638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51221 members 
Mstep: Class 2 contains 24094 members 
Entering Unmasked Estep 
Score: -6106053.000000 Penalty: 5569.799805
	Iteration 8F: 3 clusters Score -6106053 nChanged 4829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54146 members 
Mstep: Class 2 contains 21169 members 
Entering Unmasked Estep 
Score: -6110144.000000 Penalty: 5569.799805
	Iteration 9F: 3 clusters Score -6110144 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56125 members 
Mstep: Class 2 contains 19190 members 
Entering Unmasked Estep 
Score: -6112392.000000 Penalty: 5569.799805
	Iteration 10Q: 3 clusters Score -6112392 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57468 members 
Mstep: Class 2 contains 17847 members 
Entering Unmasked Estep 
Score: -6113427.500000 Penalty: 5569.799805
	Iteration 11Q: 3 clusters Score -6113428 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58574 members 
Mstep: Class 2 contains 16741 members 
Entering Unmasked Estep 
Score: -6113977.000000 Penalty: 5569.799805
	Iteration 12Q: 3 clusters Score -6113977 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59527 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -6114287.500000 Penalty: 5569.799805
	Iteration 13Q: 3 clusters Score -6114288 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60395 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -6114624.000000 Penalty: 5569.799805
	Iteration 14Q: 3 clusters Score -6114624 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61265 members 
Mstep: Class 2 contains 14050 members 
Entering Unmasked Estep 
Score: -6114850.000000 Penalty: 5569.799805
	Iteration 15Q: 3 clusters Score -6114850 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62116 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -6115115.000000 Penalty: 5569.799805
	Iteration 16Q: 3 clusters Score -6115115 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62920 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -6115392.000000 Penalty: 5569.799805
	Iteration 17Q: 3 clusters Score -6115392 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63707 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -6115643.000000 Penalty: 5569.799805
	Iteration 18Q: 3 clusters Score -6115643 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64428 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -6115846.500000 Penalty: 5569.799805
	Iteration 19Q: 3 clusters Score -6115846 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65153 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -6116056.000000 Penalty: 5569.799805
	Iteration 20F: 3 clusters Score -6116056 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65864 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -6116318.000000 Penalty: 5569.799805
	Iteration 21Q: 3 clusters Score -6116318 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66530 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -6116512.500000 Penalty: 5569.799805
	Iteration 22Q: 3 clusters Score -6116512 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67136 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -6116673.500000 Penalty: 5569.799805
	Iteration 23Q: 3 clusters Score -6116674 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67722 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -6116863.000000 Penalty: 5569.799805
	Iteration 24Q: 3 clusters Score -6116863 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68252 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -6117009.500000 Penalty: 5569.799805
	Iteration 25Q: 3 clusters Score -6117010 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68733 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -6117158.000000 Penalty: 5569.799805
	Iteration 26Q: 3 clusters Score -6117158 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69203 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -6117313.500000 Penalty: 5569.799805
	Iteration 27Q: 3 clusters Score -6117314 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69648 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -6117460.000000 Penalty: 5569.799805
	Iteration 28Q: 3 clusters Score -6117460 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70019 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -6117544.500000 Penalty: 5569.799805
	Iteration 29Q: 3 clusters Score -6117544 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70374 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -6117659.500000 Penalty: 5569.799805
	Iteration 30Q: 3 clusters Score -6117660 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70680 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -6117737.500000 Penalty: 5569.799805
	Iteration 31Q: 3 clusters Score -6117738 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70943 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -6117785.500000 Penalty: 5569.799805
	Iteration 32Q: 3 clusters Score -6117786 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71182 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -6117852.000000 Penalty: 5569.799805
	Iteration 33Q: 3 clusters Score -6117852 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71419 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -6117936.500000 Penalty: 5569.799805
	Iteration 34Q: 3 clusters Score -6117936 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71629 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -6118016.000000 Penalty: 5569.799805
	Iteration 35Q: 3 clusters Score -6118016 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71810 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -6118052.500000 Penalty: 5569.799805
	Iteration 36Q: 3 clusters Score -6118052 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71992 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -6118102.000000 Penalty: 5569.799805
	Iteration 37Q: 3 clusters Score -6118102 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72179 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -6118143.000000 Penalty: 5569.799805
	Iteration 38Q: 3 clusters Score -6118143 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72349 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -6118195.500000 Penalty: 5569.799805
	Iteration 39Q: 3 clusters Score -6118196 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72475 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -6118241.500000 Penalty: 5569.799805
	Iteration 40F: 3 clusters Score -6118242 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72578 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -6118272.500000 Penalty: 5569.799805
	Iteration 41Q: 3 clusters Score -6118272 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72666 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -6118278.000000 Penalty: 5569.799805
	Iteration 42Q: 3 clusters Score -6118278 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72759 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -6118315.000000 Penalty: 5569.799805
	Iteration 43Q: 3 clusters Score -6118315 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72833 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -6118347.500000 Penalty: 5569.799805
	Iteration 44Q: 3 clusters Score -6118348 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72901 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -6118367.500000 Penalty: 5569.799805
	Iteration 45Q: 3 clusters Score -6118368 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72956 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -6118368.500000 Penalty: 5569.799805
	Iteration 46Q: 3 clusters Score -6118368 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73015 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -6118378.000000 Penalty: 5569.799805
	Iteration 47Q: 3 clusters Score -6118378 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73065 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -6118395.000000 Penalty: 5569.799805
	Iteration 48Q: 3 clusters Score -6118395 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73108 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -6118412.500000 Penalty: 5569.799805
	Iteration 49Q: 3 clusters Score -6118412 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73148 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -6118420.000000 Penalty: 5569.799805
	Iteration 50Q: 3 clusters Score -6118420 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73179 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -6118421.000000 Penalty: 5569.799805
	Iteration 51Q: 3 clusters Score -6118421 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73208 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -6118430.500000 Penalty: 5569.799805
	Iteration 52Q: 3 clusters Score -6118430 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73236 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -6118438.500000 Penalty: 5569.799805
	Iteration 53Q: 3 clusters Score -6118438 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73278 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -6118453.500000 Penalty: 5569.799805
	Iteration 54Q: 3 clusters Score -6118454 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73308 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -6118463.000000 Penalty: 5569.799805
	Iteration 55Q: 3 clusters Score -6118463 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73327 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -6118464.000000 Penalty: 5569.799805
	Iteration 56Q: 3 clusters Score -6118464 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73344 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -6118464.000000 Penalty: 5569.799805
	Iteration 57Q: 3 clusters Score -6118464 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73363 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -6118467.500000 Penalty: 5569.799805
	Iteration 58Q: 3 clusters Score -6118468 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73375 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -6118468.000000 Penalty: 5569.799805
	Iteration 59Q: 3 clusters Score -6118468 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73391 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -6118475.500000 Penalty: 5569.799805
	Iteration 60F: 3 clusters Score -6118476 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73400 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -6118475.500000 Penalty: 5569.799805
	Iteration 61Q: 3 clusters Score -6118476 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73415 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -6118484.500000 Penalty: 5569.799805
	Iteration 62Q: 3 clusters Score -6118484 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73434 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -6118479.000000 Penalty: 5569.799805
	Iteration 63Q: 3 clusters Score -6118479 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73452 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -6118482.000000 Penalty: 5569.799805
	Iteration 64Q: 3 clusters Score -6118482 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73463 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -6118486.500000 Penalty: 5569.799805
	Iteration 65Q: 3 clusters Score -6118486 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73473 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -6118498.500000 Penalty: 5569.799805
	Iteration 66Q: 3 clusters Score -6118498 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73481 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -6118498.000000 Penalty: 5569.799805
	Iteration 67Q: 3 clusters Score -6118498 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73489 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -6118499.500000 Penalty: 5569.799805
	Iteration 68Q: 3 clusters Score -6118500 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73499 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -6118502.500000 Penalty: 5569.799805
	Iteration 69Q: 3 clusters Score -6118502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73503 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -6118505.500000 Penalty: 5569.799805
	Iteration 70Q: 3 clusters Score -6118506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73508 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -6118506.500000 Penalty: 5569.799805
	Iteration 71Q: 3 clusters Score -6118506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73515 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -6118507.000000 Penalty: 5569.799805
	Iteration 72Q: 3 clusters Score -6118507 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73520 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -6118508.000000 Penalty: 5569.799805
	Iteration 73Q: 3 clusters Score -6118508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73525 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -6118508.500000 Penalty: 5569.799805
	Iteration 74Q: 3 clusters Score -6118508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73527 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -6118512.000000 Penalty: 5569.799805
	Iteration 75Q: 3 clusters Score -6118512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73527 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -6118512.000000 Penalty: 5569.799805
	Iteration 76F: 3 clusters Score -6118512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (60858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60858 members 
Entering Unmasked Estep 
Score: -4936212.500000 Penalty: 2732.041992
	Iteration 0F: 2 clusters Score -4936212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30384 members 
Mstep: Class 2 contains 30474 members 
Entering Unmasked Estep 
Score: -4895382.000000 Penalty: 5464.083984
	Iteration 0F: 3 clusters Score -4895382 nChanged 28140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29924 members 
Mstep: Class 2 contains 30934 members 
Entering Unmasked Estep 
Score: -4911118.500000 Penalty: 5464.083984
	Iteration 1F: 3 clusters Score -4911118 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29587 members 
Mstep: Class 2 contains 31271 members 
Entering Unmasked Estep 
Score: -4911681.500000 Penalty: 5464.083984
	Iteration 2Q: 3 clusters Score -4911682 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29181 members 
Mstep: Class 2 contains 31677 members 
Entering Unmasked Estep 
Score: -4912202.000000 Penalty: 5464.083984
	Iteration 3Q: 3 clusters Score -4912202 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28589 members 
Mstep: Class 2 contains 32269 members 
Entering Unmasked Estep 
Score: -4912700.500000 Penalty: 5464.083984
	Iteration 4Q: 3 clusters Score -4912700 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27748 members 
Mstep: Class 2 contains 33110 members 
Entering Unmasked Estep 
Score: -4913274.500000 Penalty: 5464.083984
	Iteration 5Q: 3 clusters Score -4913274 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26529 members 
Mstep: Class 2 contains 34329 members 
Entering Unmasked Estep 
Score: -4913874.500000 Penalty: 5464.083984
	Iteration 6Q: 3 clusters Score -4913874 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24802 members 
Mstep: Class 2 contains 36056 members 
Entering Unmasked Estep 
Score: -4914736.500000 Penalty: 5464.083984
	Iteration 7Q: 3 clusters Score -4914736 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22450 members 
Mstep: Class 2 contains 38408 members 
Entering Unmasked Estep 
Score: -4915932.000000 Penalty: 5464.083984
	Iteration 8Q: 3 clusters Score -4915932 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19336 members 
Mstep: Class 2 contains 41522 members 
Entering Unmasked Estep 
Score: -4917753.000000 Penalty: 5464.083984
	Iteration 9F: 3 clusters Score -4917753 nChanged 3951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 45449 members 
Entering Unmasked Estep 
Score: -4920473.500000 Penalty: 5464.083984
	Iteration 10F: 3 clusters Score -4920474 nChanged 4485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 49932 members 
Entering Unmasked Estep 
Score: -4924025.500000 Penalty: 5464.083984
	Iteration 11F: 3 clusters Score -4924026 nChanged 4229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 54159 members 
Entering Unmasked Estep 
Score: -4927717.000000 Penalty: 5464.083984
	Iteration 12F: 3 clusters Score -4927717 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 57380 members 
Entering Unmasked Estep 
Score: -4930686.000000 Penalty: 5464.083984
	Iteration 13F: 3 clusters Score -4930686 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 59306 members 
Entering Unmasked Estep 
Score: -4932444.000000 Penalty: 5464.083984
	Iteration 14Q: 3 clusters Score -4932444 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 60096 members 
Entering Unmasked Estep 
Score: -4933169.500000 Penalty: 5464.083984
	Iteration 15Q: 3 clusters Score -4933170 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 60391 members 
Entering Unmasked Estep 
Score: -4933494.000000 Penalty: 5464.083984
	Iteration 16Q: 3 clusters Score -4933494 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 60517 members 
Entering Unmasked Estep 
Score: -4933648.000000 Penalty: 5464.083984
	Iteration 17Q: 3 clusters Score -4933648 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 60561 members 
Entering Unmasked Estep 
Score: -4933727.500000 Penalty: 5464.083984
	Iteration 18Q: 3 clusters Score -4933728 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 60575 members 
Entering Unmasked Estep 
Score: -4933761.500000 Penalty: 5464.083984
	Iteration 19Q: 3 clusters Score -4933762 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 60582 members 
Entering Unmasked Estep 
Score: -4933777.500000 Penalty: 5464.083984
	Iteration 20F: 3 clusters Score -4933778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 60588 members 
Entering Unmasked Estep 
Score: -4933792.000000 Penalty: 5464.083984
	Iteration 21Q: 3 clusters Score -4933792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 60588 members 
Entering Unmasked Estep 
Score: -4933798.500000 Penalty: 5464.083984
	Iteration 22Q: 3 clusters Score -4933798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 60589 members 
Entering Unmasked Estep 
Score: -4933802.500000 Penalty: 5464.083984
	Iteration 23Q: 3 clusters Score -4933802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 60592 members 
Entering Unmasked Estep 
Score: -4933805.000000 Penalty: 5464.083984
	Iteration 24Q: 3 clusters Score -4933805 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 60595 members 
Entering Unmasked Estep 
Score: -4933808.500000 Penalty: 5464.083984
	Iteration 25Q: 3 clusters Score -4933808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 60595 members 
Entering Unmasked Estep 
Score: -4933821.000000 Penalty: 5464.083984
	Iteration 26Q: 3 clusters Score -4933821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 60597 members 
Entering Unmasked Estep 
Score: -4933826.500000 Penalty: 5464.083984
	Iteration 27Q: 3 clusters Score -4933826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 60600 members 
Entering Unmasked Estep 
Score: -4933822.500000 Penalty: 5464.083984
	Iteration 28Q: 3 clusters Score -4933822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 60604 members 
Entering Unmasked Estep 
Score: -4933824.500000 Penalty: 5464.083984
	Iteration 29Q: 3 clusters Score -4933824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 60606 members 
Entering Unmasked Estep 
Score: -4933827.500000 Penalty: 5464.083984
	Iteration 30Q: 3 clusters Score -4933828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 60605 members 
Entering Unmasked Estep 
Score: -4933825.500000 Penalty: 5464.083984
	Iteration 31Q: 3 clusters Score -4933826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 60605 members 
Entering Unmasked Estep 
Score: -4933825.500000 Penalty: 5464.083984
	Iteration 32F: 3 clusters Score -4933826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Entering Unmasked Estep 
Score: -490241.718750 Penalty: 2182.727051
	Iteration 0F: 2 clusters Score -490241.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -484664.656250 Penalty: 4365.454102
	Iteration 0F: 3 clusters Score -484664.7 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -486172.218750 Penalty: 4365.454102
	Iteration 1F: 3 clusters Score -486172.2 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -486653.468750 Penalty: 4365.454102
	Iteration 2F: 3 clusters Score -486653.5 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -487064.781250 Penalty: 4365.454102
	Iteration 3F: 3 clusters Score -487064.8 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -487407.156250 Penalty: 4365.454102
	Iteration 4F: 3 clusters Score -487407.2 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -487673.468750 Penalty: 4365.454102
	Iteration 5F: 3 clusters Score -487673.5 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -487922.500000 Penalty: 4365.454102
	Iteration 6F: 3 clusters Score -487922.5 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -488173.187500 Penalty: 4365.454102
	Iteration 7F: 3 clusters Score -488173.2 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -488433.000000 Penalty: 4365.454102
	Iteration 8F: 3 clusters Score -488433 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -488653.875000 Penalty: 4365.454102
	Iteration 9Q: 3 clusters Score -488653.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -488840.437500 Penalty: 4365.454102
	Iteration 10Q: 3 clusters Score -488840.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -489003.031250 Penalty: 4365.454102
	Iteration 11Q: 3 clusters Score -489003 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -489119.656250 Penalty: 4365.454102
	Iteration 12Q: 3 clusters Score -489119.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -489224.625000 Penalty: 4365.454102
	Iteration 13Q: 3 clusters Score -489224.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -489309.156250 Penalty: 4365.454102
	Iteration 14Q: 3 clusters Score -489309.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -489382.875000 Penalty: 4365.454102
	Iteration 15Q: 3 clusters Score -489382.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -489449.281250 Penalty: 4365.454102
	Iteration 16Q: 3 clusters Score -489449.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -489492.343750 Penalty: 4365.454102
	Iteration 17Q: 3 clusters Score -489492.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -489520.031250 Penalty: 4365.454102
	Iteration 18Q: 3 clusters Score -489520 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -489545.531250 Penalty: 4365.454102
	Iteration 19Q: 3 clusters Score -489545.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -489562.156250 Penalty: 4365.454102
	Iteration 20F: 3 clusters Score -489562.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -489577.875000 Penalty: 4365.454102
	Iteration 21Q: 3 clusters Score -489577.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -489587.843750 Penalty: 4365.454102
	Iteration 22Q: 3 clusters Score -489587.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -489600.468750 Penalty: 4365.454102
	Iteration 23Q: 3 clusters Score -489600.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -489611.468750 Penalty: 4365.454102
	Iteration 24Q: 3 clusters Score -489611.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -489619.531250 Penalty: 4365.454102
	Iteration 25Q: 3 clusters Score -489619.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -489623.968750 Penalty: 4365.454102
	Iteration 26Q: 3 clusters Score -489624 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -489631.500000 Penalty: 4365.454102
	Iteration 27Q: 3 clusters Score -489631.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -489635.718750 Penalty: 4365.454102
	Iteration 28Q: 3 clusters Score -489635.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -489638.937500 Penalty: 4365.454102
	Iteration 29Q: 3 clusters Score -489638.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -489642.906250 Penalty: 4365.454102
	Iteration 30Q: 3 clusters Score -489642.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -489645.093750 Penalty: 4365.454102
	Iteration 31Q: 3 clusters Score -489645.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -489651.031250 Penalty: 4365.454102
	Iteration 32Q: 3 clusters Score -489651 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -489653.625000 Penalty: 4365.454102
	Iteration 33Q: 3 clusters Score -489653.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -489661.125000 Penalty: 4365.454102
	Iteration 34Q: 3 clusters Score -489661.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -489668.156250 Penalty: 4365.454102
	Iteration 35Q: 3 clusters Score -489668.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -489668.187500 Penalty: 4365.454102
	Iteration 36Q: 3 clusters Score -489668.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -489669.031250 Penalty: 4365.454102
	Iteration 37Q: 3 clusters Score -489669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -489668.937500 Penalty: 4365.454102
	Iteration 38Q: 3 clusters Score -489668.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -489669.343750 Penalty: 4365.454102
	Iteration 39Q: 3 clusters Score -489669.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -489670.093750 Penalty: 4365.454102
	Iteration 40F: 3 clusters Score -489670.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (62821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62821 members 
Entering Unmasked Estep 
Score: -4879443.000000 Penalty: 2739.915283
	Iteration 0F: 2 clusters Score -4879443 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31485 members 
Mstep: Class 2 contains 31336 members 
Entering Unmasked Estep 
Score: -4837207.500000 Penalty: 5479.830566
	Iteration 0F: 3 clusters Score -4837208 nChanged 29297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31632 members 
Mstep: Class 2 contains 31189 members 
Entering Unmasked Estep 
Score: -4853477.500000 Penalty: 5479.830566
	Iteration 1F: 3 clusters Score -4853478 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31756 members 
Mstep: Class 2 contains 31065 members 
Entering Unmasked Estep 
Score: -4854007.000000 Penalty: 5479.830566
	Iteration 2Q: 3 clusters Score -4854007 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31907 members 
Mstep: Class 2 contains 30914 members 
Entering Unmasked Estep 
Score: -4854527.000000 Penalty: 5479.830566
	Iteration 3Q: 3 clusters Score -4854527 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32168 members 
Mstep: Class 2 contains 30653 members 
Entering Unmasked Estep 
Score: -4855128.000000 Penalty: 5479.830566
	Iteration 4Q: 3 clusters Score -4855128 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32576 members 
Mstep: Class 2 contains 30245 members 
Entering Unmasked Estep 
Score: -4855643.000000 Penalty: 5479.830566
	Iteration 5Q: 3 clusters Score -4855643 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33143 members 
Mstep: Class 2 contains 29678 members 
Entering Unmasked Estep 
Score: -4856260.500000 Penalty: 5479.830566
	Iteration 6Q: 3 clusters Score -4856260 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33951 members 
Mstep: Class 2 contains 28870 members 
Entering Unmasked Estep 
Score: -4857100.000000 Penalty: 5479.830566
	Iteration 7Q: 3 clusters Score -4857100 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35068 members 
Mstep: Class 2 contains 27753 members 
Entering Unmasked Estep 
Score: -4858234.500000 Penalty: 5479.830566
	Iteration 8Q: 3 clusters Score -4858234 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36508 members 
Mstep: Class 2 contains 26313 members 
Entering Unmasked Estep 
Score: -4859940.500000 Penalty: 5479.830566
	Iteration 9Q: 3 clusters Score -4859940 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38232 members 
Mstep: Class 2 contains 24589 members 
Entering Unmasked Estep 
Score: -4862437.000000 Penalty: 5479.830566
	Iteration 10F: 3 clusters Score -4862437 nChanged 4082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40218 members 
Mstep: Class 2 contains 22603 members 
Entering Unmasked Estep 
Score: -4865642.500000 Penalty: 5479.830566
	Iteration 11F: 3 clusters Score -4865642 nChanged 4267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42261 members 
Mstep: Class 2 contains 20560 members 
Entering Unmasked Estep 
Score: -4869136.500000 Penalty: 5479.830566
	Iteration 12F: 3 clusters Score -4869136 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44038 members 
Mstep: Class 2 contains 18783 members 
Entering Unmasked Estep 
Score: -4872146.000000 Penalty: 5479.830566
	Iteration 13F: 3 clusters Score -4872146 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45464 members 
Mstep: Class 2 contains 17357 members 
Entering Unmasked Estep 
Score: -4874379.000000 Penalty: 5479.830566
	Iteration 14Q: 3 clusters Score -4874379 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46611 members 
Mstep: Class 2 contains 16210 members 
Entering Unmasked Estep 
Score: -4875888.000000 Penalty: 5479.830566
	Iteration 15Q: 3 clusters Score -4875888 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47581 members 
Mstep: Class 2 contains 15240 members 
Entering Unmasked Estep 
Score: -4876971.000000 Penalty: 5479.830566
	Iteration 16Q: 3 clusters Score -4876971 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48341 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -4877786.500000 Penalty: 5479.830566
	Iteration 17Q: 3 clusters Score -4877786 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48941 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -4878371.500000 Penalty: 5479.830566
	Iteration 18Q: 3 clusters Score -4878372 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49398 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -4878760.500000 Penalty: 5479.830566
	Iteration 19Q: 3 clusters Score -4878760 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49745 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -4878980.000000 Penalty: 5479.830566
	Iteration 20F: 3 clusters Score -4878980 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50016 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -4879149.000000 Penalty: 5479.830566
	Iteration 21Q: 3 clusters Score -4879149 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50245 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -4879268.000000 Penalty: 5479.830566
	Iteration 22Q: 3 clusters Score -4879268 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50441 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -4879345.000000 Penalty: 5479.830566
	Iteration 23Q: 3 clusters Score -4879345 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50607 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -4879385.500000 Penalty: 5479.830566
	Iteration 24Q: 3 clusters Score -4879386 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50751 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -4879418.500000 Penalty: 5479.830566
	Iteration 25Q: 3 clusters Score -4879418 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50891 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -4879452.000000 Penalty: 5479.830566
	Iteration 26Q: 3 clusters Score -4879452 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51031 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -4879488.500000 Penalty: 5479.830566
	Iteration 27Q: 3 clusters Score -4879488 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51150 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -4879494.000000 Penalty: 5479.830566
	Iteration 28Q: 3 clusters Score -4879494 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51251 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -4879498.500000 Penalty: 5479.830566
	Iteration 29Q: 3 clusters Score -4879498 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51337 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -4879500.000000 Penalty: 5479.830566
	Iteration 30Q: 3 clusters Score -4879500 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51413 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -4879508.500000 Penalty: 5479.830566
	Iteration 31Q: 3 clusters Score -4879508 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51466 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -4879518.000000 Penalty: 5479.830566
	Iteration 32Q: 3 clusters Score -4879518 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51525 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -4879534.500000 Penalty: 5479.830566
	Iteration 33Q: 3 clusters Score -4879534 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51580 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -4879527.000000 Penalty: 5479.830566
	Iteration 34Q: 3 clusters Score -4879527 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51640 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -4879530.000000 Penalty: 5479.830566
	Iteration 35Q: 3 clusters Score -4879530 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51695 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -4879523.500000 Penalty: 5479.830566
	Iteration 36Q: 3 clusters Score -4879524 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51742 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -4879527.500000 Penalty: 5479.830566
	Iteration 37Q: 3 clusters Score -4879528 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51783 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -4879524.000000 Penalty: 5479.830566
	Iteration 38Q: 3 clusters Score -4879524 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51815 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -4879531.500000 Penalty: 5479.830566
	Iteration 39Q: 3 clusters Score -4879532 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51852 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -4879525.000000 Penalty: 5479.830566
	Iteration 40F: 3 clusters Score -4879525 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51885 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -4879525.000000 Penalty: 5479.830566
	Iteration 41Q: 3 clusters Score -4879525 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51920 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -4879526.000000 Penalty: 5479.830566
	Iteration 42Q: 3 clusters Score -4879526 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51950 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -4879532.000000 Penalty: 5479.830566
	Iteration 43Q: 3 clusters Score -4879532 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51970 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -4879529.500000 Penalty: 5479.830566
	Iteration 44Q: 3 clusters Score -4879530 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51990 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -4879544.000000 Penalty: 5479.830566
	Iteration 45Q: 3 clusters Score -4879544 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52000 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -4879545.500000 Penalty: 5479.830566
	Iteration 46Q: 3 clusters Score -4879546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52006 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -4879554.500000 Penalty: 5479.830566
	Iteration 47Q: 3 clusters Score -4879554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52013 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -4879549.500000 Penalty: 5479.830566
	Iteration 48Q: 3 clusters Score -4879550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52021 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -4879550.500000 Penalty: 5479.830566
	Iteration 49Q: 3 clusters Score -4879550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52023 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -4879552.500000 Penalty: 5479.830566
	Iteration 50Q: 3 clusters Score -4879552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52028 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -4879540.500000 Penalty: 5479.830566
	Iteration 51Q: 3 clusters Score -4879540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52033 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -4879550.000000 Penalty: 5479.830566
	Iteration 52Q: 3 clusters Score -4879550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52040 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -4879555.500000 Penalty: 5479.830566
	Iteration 53Q: 3 clusters Score -4879556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52044 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -4879555.500000 Penalty: 5479.830566
	Iteration 54Q: 3 clusters Score -4879556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52046 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -4879560.000000 Penalty: 5479.830566
	Iteration 55Q: 3 clusters Score -4879560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52048 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -4879556.000000 Penalty: 5479.830566
	Iteration 56Q: 3 clusters Score -4879556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52051 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -4879556.500000 Penalty: 5479.830566
	Iteration 57Q: 3 clusters Score -4879556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52053 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -4879552.500000 Penalty: 5479.830566
	Iteration 58Q: 3 clusters Score -4879552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52054 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -4879552.000000 Penalty: 5479.830566
	Iteration 59Q: 3 clusters Score -4879552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52056 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -4879548.500000 Penalty: 5479.830566
	Iteration 60F: 3 clusters Score -4879548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52061 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -4879551.500000 Penalty: 5479.830566
	Iteration 61Q: 3 clusters Score -4879552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52064 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -4879546.500000 Penalty: 5479.830566
	Iteration 62Q: 3 clusters Score -4879546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52066 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -4879546.500000 Penalty: 5479.830566
	Iteration 63Q: 3 clusters Score -4879546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52070 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -4879550.000000 Penalty: 5479.830566
	Iteration 64Q: 3 clusters Score -4879550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52073 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -4879553.000000 Penalty: 5479.830566
	Iteration 65Q: 3 clusters Score -4879553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52074 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -4879549.500000 Penalty: 5479.830566
	Iteration 66Q: 3 clusters Score -4879550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52075 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -4879551.000000 Penalty: 5479.830566
	Iteration 67Q: 3 clusters Score -4879551 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52075 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -4879551.000000 Penalty: 5479.830566
	Iteration 68F: 3 clusters Score -4879551 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75775 members 
Mstep: Class 2 contains 24534 members 
Mstep: Class 3 contains 3383 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 59998 members 
Mstep: Class 6 contains 154308 members 
Mstep: Class 7 contains 8611 members 
Mstep: Class 8 contains 8410 members 
Mstep: Class 9 contains 75315 members 
Mstep: Class 10 contains 60858 members 
Mstep: Class 11 contains 6643 members 
Mstep: Class 12 contains 52075 members 
Mstep: Class 13 contains 5937 members 
Mstep: Class 14 contains 18870 members 
Mstep: Class 15 contains 17596 members 
Mstep: Class 16 contains 14934 members 
Mstep: Class 17 contains 36997 members 
Mstep: Class 18 contains 5193 members 
Mstep: Class 19 contains 5654 members 
Mstep: Class 20 contains 11484 members 
Mstep: Class 21 contains 11009 members 
Mstep: Class 22 contains 9924 members 
Mstep: Class 23 contains 29158 members 
Mstep: Class 24 contains 578067 members 
Mstep: Class 25 contains 66624 members 
Mstep: Class 26 contains 7115 members 
Mstep: Class 27 contains 3299 members 
Mstep: Class 28 contains 70083 members 
Mstep: Class 29 contains 8993 members 
Mstep: Class 30 contains 14983 members 
Mstep: Class 31 contains 2943 members 
Mstep: Class 32 contains 10746 members 
Entering Unmasked Estep 
Score: -111976256.000000 Penalty: 112659.960938
Splitting cluster 12 changes total score from -111977336.000000 to -111976256.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (5937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Entering Unmasked Estep 
Score: -467134.031250 Penalty: 2154.861816
	Iteration 0F: 2 clusters Score -467134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -461973.625000 Penalty: 4309.723633
	Iteration 0F: 3 clusters Score -461973.6 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -463248.281250 Penalty: 4309.723633
	Iteration 1F: 3 clusters Score -463248.3 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -463492.031250 Penalty: 4309.723633
	Iteration 2F: 3 clusters Score -463492 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -463675.843750 Penalty: 4309.723633
	Iteration 3F: 3 clusters Score -463675.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -463820.968750 Penalty: 4309.723633
	Iteration 4Q: 3 clusters Score -463821 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -463923.812500 Penalty: 4309.723633
	Iteration 5Q: 3 clusters Score -463923.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -464000.093750 Penalty: 4309.723633
	Iteration 6Q: 3 clusters Score -464000.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -464061.468750 Penalty: 4309.723633
	Iteration 7Q: 3 clusters Score -464061.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -464115.406250 Penalty: 4309.723633
	Iteration 8Q: 3 clusters Score -464115.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -464158.718750 Penalty: 4309.723633
	Iteration 9Q: 3 clusters Score -464158.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -464205.687500 Penalty: 4309.723633
	Iteration 10Q: 3 clusters Score -464205.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -464245.656250 Penalty: 4309.723633
	Iteration 11Q: 3 clusters Score -464245.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -464298.937500 Penalty: 4309.723633
	Iteration 12Q: 3 clusters Score -464298.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -464355.843750 Penalty: 4309.723633
	Iteration 13Q: 3 clusters Score -464355.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -464404.468750 Penalty: 4309.723633
	Iteration 14Q: 3 clusters Score -464404.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -464445.218750 Penalty: 4309.723633
	Iteration 15Q: 3 clusters Score -464445.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -464483.593750 Penalty: 4309.723633
	Iteration 16Q: 3 clusters Score -464483.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -464524.593750 Penalty: 4309.723633
	Iteration 17Q: 3 clusters Score -464524.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -464581.906250 Penalty: 4309.723633
	Iteration 18Q: 3 clusters Score -464581.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -464635.906250 Penalty: 4309.723633
	Iteration 19Q: 3 clusters Score -464635.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -464687.187500 Penalty: 4309.723633
	Iteration 20F: 3 clusters Score -464687.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -464735.406250 Penalty: 4309.723633
	Iteration 21Q: 3 clusters Score -464735.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -464785.250000 Penalty: 4309.723633
	Iteration 22Q: 3 clusters Score -464785.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -464834.187500 Penalty: 4309.723633
	Iteration 23Q: 3 clusters Score -464834.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -464886.062500 Penalty: 4309.723633
	Iteration 24Q: 3 clusters Score -464886.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -464920.468750 Penalty: 4309.723633
	Iteration 25Q: 3 clusters Score -464920.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -464950.656250 Penalty: 4309.723633
	Iteration 26Q: 3 clusters Score -464950.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -464980.718750 Penalty: 4309.723633
	Iteration 27Q: 3 clusters Score -464980.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -465011.156250 Penalty: 4309.723633
	Iteration 28Q: 3 clusters Score -465011.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -465041.250000 Penalty: 4309.723633
	Iteration 29Q: 3 clusters Score -465041.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -465071.718750 Penalty: 4309.723633
	Iteration 30Q: 3 clusters Score -465071.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -465099.843750 Penalty: 4309.723633
	Iteration 31Q: 3 clusters Score -465099.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -465135.281250 Penalty: 4309.723633
	Iteration 32Q: 3 clusters Score -465135.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -465172.468750 Penalty: 4309.723633
	Iteration 33Q: 3 clusters Score -465172.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -465206.156250 Penalty: 4309.723633
	Iteration 34Q: 3 clusters Score -465206.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -465227.062500 Penalty: 4309.723633
	Iteration 35Q: 3 clusters Score -465227.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -465244.968750 Penalty: 4309.723633
	Iteration 36Q: 3 clusters Score -465245 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -465261.437500 Penalty: 4309.723633
	Iteration 37Q: 3 clusters Score -465261.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -465281.406250 Penalty: 4309.723633
	Iteration 38Q: 3 clusters Score -465281.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -465302.156250 Penalty: 4309.723633
	Iteration 39Q: 3 clusters Score -465302.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -465325.968750 Penalty: 4309.723633
	Iteration 40F: 3 clusters Score -465326 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -465346.000000 Penalty: 4309.723633
	Iteration 41Q: 3 clusters Score -465346 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -465364.000000 Penalty: 4309.723633
	Iteration 42Q: 3 clusters Score -465364 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -465378.000000 Penalty: 4309.723633
	Iteration 43Q: 3 clusters Score -465378 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -465387.468750 Penalty: 4309.723633
	Iteration 44Q: 3 clusters Score -465387.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -465399.125000 Penalty: 4309.723633
	Iteration 45Q: 3 clusters Score -465399.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -465405.406250 Penalty: 4309.723633
	Iteration 46Q: 3 clusters Score -465405.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -465408.500000 Penalty: 4309.723633
	Iteration 47Q: 3 clusters Score -465408.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -465410.562500 Penalty: 4309.723633
	Iteration 48Q: 3 clusters Score -465410.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -465413.625000 Penalty: 4309.723633
	Iteration 49Q: 3 clusters Score -465413.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -465416.187500 Penalty: 4309.723633
	Iteration 50Q: 3 clusters Score -465416.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -465419.468750 Penalty: 4309.723633
	Iteration 51Q: 3 clusters Score -465419.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -465422.062500 Penalty: 4309.723633
	Iteration 52Q: 3 clusters Score -465422.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -465422.968750 Penalty: 4309.723633
	Iteration 53Q: 3 clusters Score -465423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -465423.375000 Penalty: 4309.723633
	Iteration 54Q: 3 clusters Score -465423.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -465423.375000 Penalty: 4309.723633
	Iteration 55F: 3 clusters Score -465423.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (18870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18870 members 
Entering Unmasked Estep 
Score: -1302936.875000 Penalty: 2441.641357
	Iteration 0F: 2 clusters Score -1302937 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -1289603.875000 Penalty: 4883.282715
	Iteration 0F: 3 clusters Score -1289604 nChanged 8279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -1294253.875000 Penalty: 4883.282715
	Iteration 1F: 3 clusters Score -1294254 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -1295087.750000 Penalty: 4883.282715
	Iteration 2F: 3 clusters Score -1295088 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -1295968.125000 Penalty: 4883.282715
	Iteration 3F: 3 clusters Score -1295968 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -1297024.250000 Penalty: 4883.282715
	Iteration 4F: 3 clusters Score -1297024 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -1298124.625000 Penalty: 4883.282715
	Iteration 5F: 3 clusters Score -1298125 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -1299181.000000 Penalty: 4883.282715
	Iteration 6F: 3 clusters Score -1299181 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -1299988.375000 Penalty: 4883.282715
	Iteration 7F: 3 clusters Score -1299988 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -1300522.000000 Penalty: 4883.282715
	Iteration 8F: 3 clusters Score -1300522 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -1300872.250000 Penalty: 4883.282715
	Iteration 9Q: 3 clusters Score -1300872 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -1301116.375000 Penalty: 4883.282715
	Iteration 10Q: 3 clusters Score -1301116 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -1301291.375000 Penalty: 4883.282715
	Iteration 11Q: 3 clusters Score -1301291 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -1301418.375000 Penalty: 4883.282715
	Iteration 12Q: 3 clusters Score -1301418 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -1301490.375000 Penalty: 4883.282715
	Iteration 13Q: 3 clusters Score -1301490 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -1301541.000000 Penalty: 4883.282715
	Iteration 14Q: 3 clusters Score -1301541 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -1301569.500000 Penalty: 4883.282715
	Iteration 15Q: 3 clusters Score -1301570 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -1301590.750000 Penalty: 4883.282715
	Iteration 16Q: 3 clusters Score -1301591 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -1301597.750000 Penalty: 4883.282715
	Iteration 17Q: 3 clusters Score -1301598 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -1301605.250000 Penalty: 4883.282715
	Iteration 18Q: 3 clusters Score -1301605 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -1301609.625000 Penalty: 4883.282715
	Iteration 19Q: 3 clusters Score -1301610 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -1301613.875000 Penalty: 4883.282715
	Iteration 20F: 3 clusters Score -1301614 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -1301619.250000 Penalty: 4883.282715
	Iteration 21Q: 3 clusters Score -1301619 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -1301620.000000 Penalty: 4883.282715
	Iteration 22Q: 3 clusters Score -1301620 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -1301619.500000 Penalty: 4883.282715
	Iteration 23Q: 3 clusters Score -1301620 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -1301622.500000 Penalty: 4883.282715
	Iteration 24Q: 3 clusters Score -1301622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -1301622.375000 Penalty: 4883.282715
	Iteration 25Q: 3 clusters Score -1301622 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -1301624.625000 Penalty: 4883.282715
	Iteration 26Q: 3 clusters Score -1301625 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -1301626.375000 Penalty: 4883.282715
	Iteration 27Q: 3 clusters Score -1301626 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -1301628.000000 Penalty: 4883.282715
	Iteration 28Q: 3 clusters Score -1301628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -1301628.000000 Penalty: 4883.282715
	Iteration 29Q: 3 clusters Score -1301628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -1301628.500000 Penalty: 4883.282715
	Iteration 30Q: 3 clusters Score -1301628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -1301626.000000 Penalty: 4883.282715
	Iteration 31Q: 3 clusters Score -1301626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -1301626.875000 Penalty: 4883.282715
	Iteration 32Q: 3 clusters Score -1301627 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -1301629.500000 Penalty: 4883.282715
	Iteration 33Q: 3 clusters Score -1301630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -1301630.875000 Penalty: 4883.282715
	Iteration 34Q: 3 clusters Score -1301631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -1301629.250000 Penalty: 4883.282715
	Iteration 35Q: 3 clusters Score -1301629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -1301628.125000 Penalty: 4883.282715
	Iteration 36Q: 3 clusters Score -1301628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -1301629.375000 Penalty: 4883.282715
	Iteration 37Q: 3 clusters Score -1301629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -1301628.000000 Penalty: 4883.282715
	Iteration 38Q: 3 clusters Score -1301628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -1301628.000000 Penalty: 4883.282715
	Iteration 39F: 3 clusters Score -1301628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (17596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17596 members 
Entering Unmasked Estep 
Score: -1396195.375000 Penalty: 2424.305908
	Iteration 0F: 2 clusters Score -1396195 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -1383707.875000 Penalty: 4848.611816
	Iteration 0F: 3 clusters Score -1383708 nChanged 7637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -1387908.875000 Penalty: 4848.611816
	Iteration 1F: 3 clusters Score -1387909 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -1388395.500000 Penalty: 4848.611816
	Iteration 2F: 3 clusters Score -1388396 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -1388818.125000 Penalty: 4848.611816
	Iteration 3F: 3 clusters Score -1388818 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -1389241.625000 Penalty: 4848.611816
	Iteration 4Q: 3 clusters Score -1389242 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -1389698.250000 Penalty: 4848.611816
	Iteration 5Q: 3 clusters Score -1389698 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -1390216.500000 Penalty: 4848.611816
	Iteration 6Q: 3 clusters Score -1390216 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -1390779.000000 Penalty: 4848.611816
	Iteration 7F: 3 clusters Score -1390779 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -1391314.000000 Penalty: 4848.611816
	Iteration 8F: 3 clusters Score -1391314 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -1391819.250000 Penalty: 4848.611816
	Iteration 9Q: 3 clusters Score -1391819 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -1392219.500000 Penalty: 4848.611816
	Iteration 10Q: 3 clusters Score -1392220 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -1392470.125000 Penalty: 4848.611816
	Iteration 11Q: 3 clusters Score -1392470 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -1392640.750000 Penalty: 4848.611816
	Iteration 12Q: 3 clusters Score -1392641 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -1392805.500000 Penalty: 4848.611816
	Iteration 13Q: 3 clusters Score -1392806 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -1392974.500000 Penalty: 4848.611816
	Iteration 14Q: 3 clusters Score -1392974 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -1393147.375000 Penalty: 4848.611816
	Iteration 15Q: 3 clusters Score -1393147 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -1393330.750000 Penalty: 4848.611816
	Iteration 16Q: 3 clusters Score -1393331 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -1393491.875000 Penalty: 4848.611816
	Iteration 17Q: 3 clusters Score -1393492 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -1393596.500000 Penalty: 4848.611816
	Iteration 18Q: 3 clusters Score -1393596 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -1393687.750000 Penalty: 4848.611816
	Iteration 19Q: 3 clusters Score -1393688 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -1393766.125000 Penalty: 4848.611816
	Iteration 20F: 3 clusters Score -1393766 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -1393839.625000 Penalty: 4848.611816
	Iteration 21Q: 3 clusters Score -1393840 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -1393891.250000 Penalty: 4848.611816
	Iteration 22Q: 3 clusters Score -1393891 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -1393945.250000 Penalty: 4848.611816
	Iteration 23Q: 3 clusters Score -1393945 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -1393995.625000 Penalty: 4848.611816
	Iteration 24Q: 3 clusters Score -1393996 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -1394036.500000 Penalty: 4848.611816
	Iteration 25Q: 3 clusters Score -1394036 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -1394072.625000 Penalty: 4848.611816
	Iteration 26Q: 3 clusters Score -1394073 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -1394127.000000 Penalty: 4848.611816
	Iteration 27Q: 3 clusters Score -1394127 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -1394189.000000 Penalty: 4848.611816
	Iteration 28Q: 3 clusters Score -1394189 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -1394285.000000 Penalty: 4848.611816
	Iteration 29Q: 3 clusters Score -1394285 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -1394379.750000 Penalty: 4848.611816
	Iteration 30Q: 3 clusters Score -1394380 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -1394493.875000 Penalty: 4848.611816
	Iteration 31Q: 3 clusters Score -1394494 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -1394637.125000 Penalty: 4848.611816
	Iteration 32Q: 3 clusters Score -1394637 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -1394787.750000 Penalty: 4848.611816
	Iteration 33Q: 3 clusters Score -1394788 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -1394917.000000 Penalty: 4848.611816
	Iteration 34Q: 3 clusters Score -1394917 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -1395053.625000 Penalty: 4848.611816
	Iteration 35Q: 3 clusters Score -1395054 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -1395152.500000 Penalty: 4848.611816
	Iteration 36Q: 3 clusters Score -1395152 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -1395231.750000 Penalty: 4848.611816
	Iteration 37Q: 3 clusters Score -1395232 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -1395297.000000 Penalty: 4848.611816
	Iteration 38Q: 3 clusters Score -1395297 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -1395352.000000 Penalty: 4848.611816
	Iteration 39Q: 3 clusters Score -1395352 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -1395387.500000 Penalty: 4848.611816
	Iteration 40F: 3 clusters Score -1395388 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -1395428.250000 Penalty: 4848.611816
	Iteration 41Q: 3 clusters Score -1395428 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -1395453.000000 Penalty: 4848.611816
	Iteration 42Q: 3 clusters Score -1395453 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -1395480.125000 Penalty: 4848.611816
	Iteration 43Q: 3 clusters Score -1395480 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -1395498.250000 Penalty: 4848.611816
	Iteration 44Q: 3 clusters Score -1395498 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -1395514.250000 Penalty: 4848.611816
	Iteration 45Q: 3 clusters Score -1395514 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -1395528.000000 Penalty: 4848.611816
	Iteration 46Q: 3 clusters Score -1395528 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -1395541.000000 Penalty: 4848.611816
	Iteration 47Q: 3 clusters Score -1395541 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -1395555.875000 Penalty: 4848.611816
	Iteration 48Q: 3 clusters Score -1395556 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -1395565.375000 Penalty: 4848.611816
	Iteration 49Q: 3 clusters Score -1395565 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -1395574.125000 Penalty: 4848.611816
	Iteration 50Q: 3 clusters Score -1395574 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -1395587.750000 Penalty: 4848.611816
	Iteration 51Q: 3 clusters Score -1395588 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -1395594.375000 Penalty: 4848.611816
	Iteration 52Q: 3 clusters Score -1395594 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -1395605.750000 Penalty: 4848.611816
	Iteration 53Q: 3 clusters Score -1395606 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -1395613.500000 Penalty: 4848.611816
	Iteration 54Q: 3 clusters Score -1395614 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -1395624.000000 Penalty: 4848.611816
	Iteration 55Q: 3 clusters Score -1395624 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -1395631.250000 Penalty: 4848.611816
	Iteration 56Q: 3 clusters Score -1395631 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -1395641.125000 Penalty: 4848.611816
	Iteration 57Q: 3 clusters Score -1395641 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -1395646.625000 Penalty: 4848.611816
	Iteration 58Q: 3 clusters Score -1395647 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -1395651.750000 Penalty: 4848.611816
	Iteration 59Q: 3 clusters Score -1395652 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -1395657.875000 Penalty: 4848.611816
	Iteration 60F: 3 clusters Score -1395658 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -1395666.000000 Penalty: 4848.611816
	Iteration 61Q: 3 clusters Score -1395666 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -1395668.875000 Penalty: 4848.611816
	Iteration 62Q: 3 clusters Score -1395669 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -1395670.625000 Penalty: 4848.611816
	Iteration 63Q: 3 clusters Score -1395671 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -1395674.250000 Penalty: 4848.611816
	Iteration 64Q: 3 clusters Score -1395674 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -1395670.375000 Penalty: 4848.611816
	Iteration 65Q: 3 clusters Score -1395670 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -1395672.625000 Penalty: 4848.611816
	Iteration 66Q: 3 clusters Score -1395673 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -1395673.625000 Penalty: 4848.611816
	Iteration 67Q: 3 clusters Score -1395674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -1395674.625000 Penalty: 4848.611816
	Iteration 68Q: 3 clusters Score -1395675 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -1395678.500000 Penalty: 4848.611816
	Iteration 69Q: 3 clusters Score -1395678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -1395680.750000 Penalty: 4848.611816
	Iteration 70Q: 3 clusters Score -1395681 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -1395684.000000 Penalty: 4848.611816
	Iteration 71Q: 3 clusters Score -1395684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -1395682.375000 Penalty: 4848.611816
	Iteration 72Q: 3 clusters Score -1395682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -1395685.250000 Penalty: 4848.611816
	Iteration 73Q: 3 clusters Score -1395685 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -1395688.625000 Penalty: 4848.611816
	Iteration 74Q: 3 clusters Score -1395689 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -1395685.375000 Penalty: 4848.611816
	Iteration 75Q: 3 clusters Score -1395685 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -1395687.750000 Penalty: 4848.611816
	Iteration 76Q: 3 clusters Score -1395688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -1395688.375000 Penalty: 4848.611816
	Iteration 77Q: 3 clusters Score -1395688 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -1395689.625000 Penalty: 4848.611816
	Iteration 78Q: 3 clusters Score -1395690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -1395689.000000 Penalty: 4848.611816
	Iteration 79Q: 3 clusters Score -1395689 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -1395690.250000 Penalty: 4848.611816
	Iteration 80F: 3 clusters Score -1395690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -1395690.875000 Penalty: 4848.611816
	Iteration 81Q: 3 clusters Score -1395691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -1395692.000000 Penalty: 4848.611816
	Iteration 82Q: 3 clusters Score -1395692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -1395691.375000 Penalty: 4848.611816
	Iteration 83Q: 3 clusters Score -1395691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -1395693.125000 Penalty: 4848.611816
	Iteration 84Q: 3 clusters Score -1395693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -1395692.875000 Penalty: 4848.611816
	Iteration 85Q: 3 clusters Score -1395693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -1395691.750000 Penalty: 4848.611816
	Iteration 86Q: 3 clusters Score -1395692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -1395691.250000 Penalty: 4848.611816
	Iteration 87Q: 3 clusters Score -1395691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -1395689.750000 Penalty: 4848.611816
	Iteration 88Q: 3 clusters Score -1395690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -1395691.625000 Penalty: 4848.611816
	Iteration 89Q: 3 clusters Score -1395692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -1395691.625000 Penalty: 4848.611816
	Iteration 90F: 3 clusters Score -1395692 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (14934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Entering Unmasked Estep 
Score: -1113596.500000 Penalty: 2383.626221
	Iteration 0F: 2 clusters Score -1113596 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1102726.875000 Penalty: 4767.252441
	Iteration 0F: 3 clusters Score -1102727 nChanged 6401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -1106299.000000 Penalty: 4767.252441
	Iteration 1F: 3 clusters Score -1106299 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -1106817.625000 Penalty: 4767.252441
	Iteration 2F: 3 clusters Score -1106818 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -1107273.625000 Penalty: 4767.252441
	Iteration 3F: 3 clusters Score -1107274 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -1107664.000000 Penalty: 4767.252441
	Iteration 4F: 3 clusters Score -1107664 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -1108039.625000 Penalty: 4767.252441
	Iteration 5F: 3 clusters Score -1108040 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -1108399.000000 Penalty: 4767.252441
	Iteration 6Q: 3 clusters Score -1108399 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -1108809.125000 Penalty: 4767.252441
	Iteration 7Q: 3 clusters Score -1108809 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -1109234.500000 Penalty: 4767.252441
	Iteration 8Q: 3 clusters Score -1109234 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -1109629.250000 Penalty: 4767.252441
	Iteration 9Q: 3 clusters Score -1109629 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -1109988.375000 Penalty: 4767.252441
	Iteration 10Q: 3 clusters Score -1109988 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -1110299.750000 Penalty: 4767.252441
	Iteration 11Q: 3 clusters Score -1110300 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -1110565.375000 Penalty: 4767.252441
	Iteration 12Q: 3 clusters Score -1110565 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -1110768.500000 Penalty: 4767.252441
	Iteration 13Q: 3 clusters Score -1110768 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -1110929.000000 Penalty: 4767.252441
	Iteration 14Q: 3 clusters Score -1110929 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -1111066.750000 Penalty: 4767.252441
	Iteration 15Q: 3 clusters Score -1111067 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -1111176.875000 Penalty: 4767.252441
	Iteration 16Q: 3 clusters Score -1111177 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -1111265.625000 Penalty: 4767.252441
	Iteration 17Q: 3 clusters Score -1111266 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -1111340.125000 Penalty: 4767.252441
	Iteration 18Q: 3 clusters Score -1111340 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -1111396.875000 Penalty: 4767.252441
	Iteration 19Q: 3 clusters Score -1111397 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -1111434.000000 Penalty: 4767.252441
	Iteration 20F: 3 clusters Score -1111434 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -1111472.250000 Penalty: 4767.252441
	Iteration 21Q: 3 clusters Score -1111472 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -1111503.875000 Penalty: 4767.252441
	Iteration 22Q: 3 clusters Score -1111504 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -1111528.750000 Penalty: 4767.252441
	Iteration 23Q: 3 clusters Score -1111529 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -1111550.375000 Penalty: 4767.252441
	Iteration 24Q: 3 clusters Score -1111550 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -1111572.500000 Penalty: 4767.252441
	Iteration 25Q: 3 clusters Score -1111572 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -1111588.375000 Penalty: 4767.252441
	Iteration 26Q: 3 clusters Score -1111588 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -1111601.750000 Penalty: 4767.252441
	Iteration 27Q: 3 clusters Score -1111602 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -1111614.500000 Penalty: 4767.252441
	Iteration 28Q: 3 clusters Score -1111614 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -1111630.000000 Penalty: 4767.252441
	Iteration 29Q: 3 clusters Score -1111630 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -1111646.375000 Penalty: 4767.252441
	Iteration 30Q: 3 clusters Score -1111646 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -1111653.625000 Penalty: 4767.252441
	Iteration 31Q: 3 clusters Score -1111654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -1111661.625000 Penalty: 4767.252441
	Iteration 32Q: 3 clusters Score -1111662 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -1111670.250000 Penalty: 4767.252441
	Iteration 33Q: 3 clusters Score -1111670 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -1111679.125000 Penalty: 4767.252441
	Iteration 34Q: 3 clusters Score -1111679 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -1111679.250000 Penalty: 4767.252441
	Iteration 35Q: 3 clusters Score -1111679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -1111682.250000 Penalty: 4767.252441
	Iteration 36Q: 3 clusters Score -1111682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -1111686.500000 Penalty: 4767.252441
	Iteration 37Q: 3 clusters Score -1111686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -1111686.625000 Penalty: 4767.252441
	Iteration 38Q: 3 clusters Score -1111687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
Score: -1111690.375000 Penalty: 4767.252441
	Iteration 39Q: 3 clusters Score -1111690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -1111690.750000 Penalty: 4767.252441
	Iteration 40F: 3 clusters Score -1111691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -1111690.500000 Penalty: 4767.252441
	Iteration 41Q: 3 clusters Score -1111690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -1111690.500000 Penalty: 4767.252441
	Iteration 42F: 3 clusters Score -1111690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (36997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36997 members 
Entering Unmasked Estep 
Score: -2889866.750000 Penalty: 2608.610840
	Iteration 0F: 2 clusters Score -2889867 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18339 members 
Mstep: Class 2 contains 18658 members 
Entering Unmasked Estep 
Score: -2864776.250000 Penalty: 5217.221680
	Iteration 0F: 3 clusters Score -2864776 nChanged 16856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17109 members 
Mstep: Class 2 contains 19888 members 
Entering Unmasked Estep 
Score: -2874014.750000 Penalty: 5217.221680
	Iteration 1F: 3 clusters Score -2874015 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 20758 members 
Entering Unmasked Estep 
Score: -2874714.500000 Penalty: 5217.221680
	Iteration 2Q: 3 clusters Score -2874714 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 22010 members 
Entering Unmasked Estep 
Score: -2875654.750000 Penalty: 5217.221680
	Iteration 3F: 3 clusters Score -2875655 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 23745 members 
Entering Unmasked Estep 
Score: -2877007.500000 Penalty: 5217.221680
	Iteration 4F: 3 clusters Score -2877008 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 25956 members 
Entering Unmasked Estep 
Score: -2878995.500000 Penalty: 5217.221680
	Iteration 5F: 3 clusters Score -2878996 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 28458 members 
Entering Unmasked Estep 
Score: -2881430.000000 Penalty: 5217.221680
	Iteration 6F: 3 clusters Score -2881430 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 30795 members 
Entering Unmasked Estep 
Score: -2883731.000000 Penalty: 5217.221680
	Iteration 7F: 3 clusters Score -2883731 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 32622 members 
Entering Unmasked Estep 
Score: -2885453.000000 Penalty: 5217.221680
	Iteration 8F: 3 clusters Score -2885453 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 33791 members 
Entering Unmasked Estep 
Score: -2886508.250000 Penalty: 5217.221680
	Iteration 9Q: 3 clusters Score -2886508 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 34508 members 
Entering Unmasked Estep 
Score: -2887148.000000 Penalty: 5217.221680
	Iteration 10Q: 3 clusters Score -2887148 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 34946 members 
Entering Unmasked Estep 
Score: -2887535.750000 Penalty: 5217.221680
	Iteration 11Q: 3 clusters Score -2887536 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 35222 members 
Entering Unmasked Estep 
Score: -2887758.750000 Penalty: 5217.221680
	Iteration 12Q: 3 clusters Score -2887759 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 35417 members 
Entering Unmasked Estep 
Score: -2887936.750000 Penalty: 5217.221680
	Iteration 13Q: 3 clusters Score -2887937 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 35543 members 
Entering Unmasked Estep 
Score: -2888016.250000 Penalty: 5217.221680
	Iteration 14Q: 3 clusters Score -2888016 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 35613 members 
Entering Unmasked Estep 
Score: -2888085.000000 Penalty: 5217.221680
	Iteration 15Q: 3 clusters Score -2888085 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 35655 members 
Entering Unmasked Estep 
Score: -2888108.500000 Penalty: 5217.221680
	Iteration 16Q: 3 clusters Score -2888108 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 35695 members 
Entering Unmasked Estep 
Score: -2888144.750000 Penalty: 5217.221680
	Iteration 17Q: 3 clusters Score -2888145 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 35729 members 
Entering Unmasked Estep 
Score: -2888170.750000 Penalty: 5217.221680
	Iteration 18Q: 3 clusters Score -2888171 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 35773 members 
Entering Unmasked Estep 
Score: -2888202.250000 Penalty: 5217.221680
	Iteration 19Q: 3 clusters Score -2888202 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 35799 members 
Entering Unmasked Estep 
Score: -2888220.000000 Penalty: 5217.221680
	Iteration 20F: 3 clusters Score -2888220 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 35821 members 
Entering Unmasked Estep 
Score: -2888244.000000 Penalty: 5217.221680
	Iteration 21Q: 3 clusters Score -2888244 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 35845 members 
Entering Unmasked Estep 
Score: -2888249.000000 Penalty: 5217.221680
	Iteration 22Q: 3 clusters Score -2888249 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 35862 members 
Entering Unmasked Estep 
Score: -2888265.000000 Penalty: 5217.221680
	Iteration 23Q: 3 clusters Score -2888265 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 35881 members 
Entering Unmasked Estep 
Score: -2888273.250000 Penalty: 5217.221680
	Iteration 24Q: 3 clusters Score -2888273 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 35896 members 
Entering Unmasked Estep 
Score: -2888283.000000 Penalty: 5217.221680
	Iteration 25Q: 3 clusters Score -2888283 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 35902 members 
Entering Unmasked Estep 
Score: -2888283.750000 Penalty: 5217.221680
	Iteration 26Q: 3 clusters Score -2888284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 35900 members 
Entering Unmasked Estep 
Score: -2888285.250000 Penalty: 5217.221680
	Iteration 27Q: 3 clusters Score -2888285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 35900 members 
Entering Unmasked Estep 
Score: -2888286.250000 Penalty: 5217.221680
	Iteration 28Q: 3 clusters Score -2888286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 35900 members 
Entering Unmasked Estep 
Score: -2888286.250000 Penalty: 5217.221680
	Iteration 29F: 3 clusters Score -2888286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Entering Unmasked Estep 
Score: -439890.250000 Penalty: 2121.656738
	Iteration 0F: 2 clusters Score -439890.2 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 2594 members 
Entering Unmasked Estep 
Score: -435237.343750 Penalty: 4243.313477
	Iteration 0F: 3 clusters Score -435237.3 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -436267.750000 Penalty: 4243.313477
	Iteration 1F: 3 clusters Score -436267.8 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -436470.906250 Penalty: 4243.313477
	Iteration 2F: 3 clusters Score -436470.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -436594.031250 Penalty: 4243.313477
	Iteration 3Q: 3 clusters Score -436594 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -436688.218750 Penalty: 4243.313477
	Iteration 4Q: 3 clusters Score -436688.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -436752.562500 Penalty: 4243.313477
	Iteration 5Q: 3 clusters Score -436752.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -436808.843750 Penalty: 4243.313477
	Iteration 6Q: 3 clusters Score -436808.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -436850.343750 Penalty: 4243.313477
	Iteration 7Q: 3 clusters Score -436850.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -436892.218750 Penalty: 4243.313477
	Iteration 8Q: 3 clusters Score -436892.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -436929.625000 Penalty: 4243.313477
	Iteration 9Q: 3 clusters Score -436929.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -436964.468750 Penalty: 4243.313477
	Iteration 10Q: 3 clusters Score -436964.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -436996.656250 Penalty: 4243.313477
	Iteration 11Q: 3 clusters Score -436996.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -437029.812500 Penalty: 4243.313477
	Iteration 12Q: 3 clusters Score -437029.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -437060.093750 Penalty: 4243.313477
	Iteration 13Q: 3 clusters Score -437060.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -437091.375000 Penalty: 4243.313477
	Iteration 14Q: 3 clusters Score -437091.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -437130.125000 Penalty: 4243.313477
	Iteration 15Q: 3 clusters Score -437130.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -437165.875000 Penalty: 4243.313477
	Iteration 16Q: 3 clusters Score -437165.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -437199.718750 Penalty: 4243.313477
	Iteration 17Q: 3 clusters Score -437199.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -437238.375000 Penalty: 4243.313477
	Iteration 18Q: 3 clusters Score -437238.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -437283.343750 Penalty: 4243.313477
	Iteration 19Q: 3 clusters Score -437283.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -437327.218750 Penalty: 4243.313477
	Iteration 20F: 3 clusters Score -437327.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -437364.437500 Penalty: 4243.313477
	Iteration 21Q: 3 clusters Score -437364.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -437399.468750 Penalty: 4243.313477
	Iteration 22Q: 3 clusters Score -437399.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -437437.125000 Penalty: 4243.313477
	Iteration 23Q: 3 clusters Score -437437.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -437474.187500 Penalty: 4243.313477
	Iteration 24Q: 3 clusters Score -437474.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -437515.437500 Penalty: 4243.313477
	Iteration 25Q: 3 clusters Score -437515.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -437561.593750 Penalty: 4243.313477
	Iteration 26Q: 3 clusters Score -437561.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -437607.156250 Penalty: 4243.313477
	Iteration 27Q: 3 clusters Score -437607.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -437655.750000 Penalty: 4243.313477
	Iteration 28Q: 3 clusters Score -437655.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -437705.000000 Penalty: 4243.313477
	Iteration 29Q: 3 clusters Score -437705 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -437748.468750 Penalty: 4243.313477
	Iteration 30Q: 3 clusters Score -437748.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -437782.625000 Penalty: 4243.313477
	Iteration 31Q: 3 clusters Score -437782.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -437811.562500 Penalty: 4243.313477
	Iteration 32Q: 3 clusters Score -437811.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -437831.062500 Penalty: 4243.313477
	Iteration 33Q: 3 clusters Score -437831.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -437850.156250 Penalty: 4243.313477
	Iteration 34Q: 3 clusters Score -437850.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -437864.687500 Penalty: 4243.313477
	Iteration 35Q: 3 clusters Score -437864.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -437884.781250 Penalty: 4243.313477
	Iteration 36Q: 3 clusters Score -437884.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -437906.375000 Penalty: 4243.313477
	Iteration 37Q: 3 clusters Score -437906.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -437922.312500 Penalty: 4243.313477
	Iteration 38Q: 3 clusters Score -437922.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -437935.156250 Penalty: 4243.313477
	Iteration 39Q: 3 clusters Score -437935.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -437941.000000 Penalty: 4243.313477
	Iteration 40F: 3 clusters Score -437941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -437944.562500 Penalty: 4243.313477
	Iteration 41Q: 3 clusters Score -437944.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -437948.500000 Penalty: 4243.313477
	Iteration 42Q: 3 clusters Score -437948.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -437952.375000 Penalty: 4243.313477
	Iteration 43Q: 3 clusters Score -437952.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -437953.156250 Penalty: 4243.313477
	Iteration 44Q: 3 clusters Score -437953.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -437954.031250 Penalty: 4243.313477
	Iteration 45Q: 3 clusters Score -437954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -437954.031250 Penalty: 4243.313477
	Iteration 46F: 3 clusters Score -437954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -442421.687500 Penalty: 2142.749512
	Iteration 0F: 2 clusters Score -442421.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -437495.343750 Penalty: 4285.499023
	Iteration 0F: 3 clusters Score -437495.3 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -438737.812500 Penalty: 4285.499023
	Iteration 1F: 3 clusters Score -438737.8 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -438994.437500 Penalty: 4285.499023
	Iteration 2F: 3 clusters Score -438994.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -439185.812500 Penalty: 4285.499023
	Iteration 3F: 3 clusters Score -439185.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -439321.781250 Penalty: 4285.499023
	Iteration 4Q: 3 clusters Score -439321.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -439423.500000 Penalty: 4285.499023
	Iteration 5Q: 3 clusters Score -439423.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -439508.843750 Penalty: 4285.499023
	Iteration 6Q: 3 clusters Score -439508.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -439581.000000 Penalty: 4285.499023
	Iteration 7Q: 3 clusters Score -439581 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -439646.437500 Penalty: 4285.499023
	Iteration 8Q: 3 clusters Score -439646.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -439709.031250 Penalty: 4285.499023
	Iteration 9Q: 3 clusters Score -439709 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -439778.312500 Penalty: 4285.499023
	Iteration 10Q: 3 clusters Score -439778.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -439835.468750 Penalty: 4285.499023
	Iteration 11Q: 3 clusters Score -439835.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -439882.156250 Penalty: 4285.499023
	Iteration 12Q: 3 clusters Score -439882.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -439930.468750 Penalty: 4285.499023
	Iteration 13Q: 3 clusters Score -439930.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -439968.093750 Penalty: 4285.499023
	Iteration 14Q: 3 clusters Score -439968.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -440009.312500 Penalty: 4285.499023
	Iteration 15Q: 3 clusters Score -440009.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -440045.406250 Penalty: 4285.499023
	Iteration 16Q: 3 clusters Score -440045.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -440084.156250 Penalty: 4285.499023
	Iteration 17Q: 3 clusters Score -440084.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -440132.000000 Penalty: 4285.499023
	Iteration 18Q: 3 clusters Score -440132 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -440181.781250 Penalty: 4285.499023
	Iteration 19Q: 3 clusters Score -440181.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -440224.093750 Penalty: 4285.499023
	Iteration 20F: 3 clusters Score -440224.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -440275.156250 Penalty: 4285.499023
	Iteration 21Q: 3 clusters Score -440275.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -440325.656250 Penalty: 4285.499023
	Iteration 22Q: 3 clusters Score -440325.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -440373.937500 Penalty: 4285.499023
	Iteration 23Q: 3 clusters Score -440373.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -440431.406250 Penalty: 4285.499023
	Iteration 24Q: 3 clusters Score -440431.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -440492.781250 Penalty: 4285.499023
	Iteration 25Q: 3 clusters Score -440492.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -440529.625000 Penalty: 4285.499023
	Iteration 26Q: 3 clusters Score -440529.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -440562.000000 Penalty: 4285.499023
	Iteration 27Q: 3 clusters Score -440562 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -440584.218750 Penalty: 4285.499023
	Iteration 28Q: 3 clusters Score -440584.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -440601.562500 Penalty: 4285.499023
	Iteration 29Q: 3 clusters Score -440601.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -440620.656250 Penalty: 4285.499023
	Iteration 30Q: 3 clusters Score -440620.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -440635.656250 Penalty: 4285.499023
	Iteration 31Q: 3 clusters Score -440635.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -440648.062500 Penalty: 4285.499023
	Iteration 32Q: 3 clusters Score -440648.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -440660.437500 Penalty: 4285.499023
	Iteration 33Q: 3 clusters Score -440660.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -440673.500000 Penalty: 4285.499023
	Iteration 34Q: 3 clusters Score -440673.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -440681.812500 Penalty: 4285.499023
	Iteration 35Q: 3 clusters Score -440681.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -440688.531250 Penalty: 4285.499023
	Iteration 36Q: 3 clusters Score -440688.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -440691.812500 Penalty: 4285.499023
	Iteration 37Q: 3 clusters Score -440691.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -440694.843750 Penalty: 4285.499023
	Iteration 38Q: 3 clusters Score -440694.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -440696.968750 Penalty: 4285.499023
	Iteration 39Q: 3 clusters Score -440697 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -440698.531250 Penalty: 4285.499023
	Iteration 40F: 3 clusters Score -440698.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -440700.781250 Penalty: 4285.499023
	Iteration 41Q: 3 clusters Score -440700.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -440702.375000 Penalty: 4285.499023
	Iteration 42Q: 3 clusters Score -440702.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -440703.218750 Penalty: 4285.499023
	Iteration 43Q: 3 clusters Score -440703.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -440703.218750 Penalty: 4285.499023
	Iteration 44F: 3 clusters Score -440703.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (11484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Entering Unmasked Estep 
Score: -899025.125000 Penalty: 2318.479980
	Iteration 0F: 2 clusters Score -899025.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -890390.687500 Penalty: 4636.959961
	Iteration 0F: 3 clusters Score -890390.7 nChanged 4872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -892944.000000 Penalty: 4636.959961
	Iteration 1F: 3 clusters Score -892944 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -893343.375000 Penalty: 4636.959961
	Iteration 2F: 3 clusters Score -893343.4 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -893749.750000 Penalty: 4636.959961
	Iteration 3F: 3 clusters Score -893749.8 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -894226.250000 Penalty: 4636.959961
	Iteration 4F: 3 clusters Score -894226.2 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -894757.000000 Penalty: 4636.959961
	Iteration 5F: 3 clusters Score -894757 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -895325.812500 Penalty: 4636.959961
	Iteration 6F: 3 clusters Score -895325.8 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -895909.875000 Penalty: 4636.959961
	Iteration 7F: 3 clusters Score -895909.9 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -896512.812500 Penalty: 4636.959961
	Iteration 8F: 3 clusters Score -896512.8 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -897153.312500 Penalty: 4636.959961
	Iteration 9F: 3 clusters Score -897153.3 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -897776.000000 Penalty: 4636.959961
	Iteration 10Q: 3 clusters Score -897776 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -898391.437500 Penalty: 4636.959961
	Iteration 11Q: 3 clusters Score -898391.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -898735.562500 Penalty: 4636.959961
	Iteration 12Q: 3 clusters Score -898735.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -898903.937500 Penalty: 4636.959961
	Iteration 13Q: 3 clusters Score -898903.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -898995.625000 Penalty: 4636.959961
	Iteration 14Q: 3 clusters Score -898995.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -899046.875000 Penalty: 4636.959961
	Iteration 15Q: 3 clusters Score -899046.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -899087.375000 Penalty: 4636.959961
	Iteration 16Q: 3 clusters Score -899087.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -899115.000000 Penalty: 4636.959961
	Iteration 17Q: 3 clusters Score -899115 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -899142.000000 Penalty: 4636.959961
	Iteration 18Q: 3 clusters Score -899142 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -899155.250000 Penalty: 4636.959961
	Iteration 19Q: 3 clusters Score -899155.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -899165.062500 Penalty: 4636.959961
	Iteration 20F: 3 clusters Score -899165.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -899178.000000 Penalty: 4636.959961
	Iteration 21Q: 3 clusters Score -899178 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -899184.937500 Penalty: 4636.959961
	Iteration 22Q: 3 clusters Score -899184.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -899191.062500 Penalty: 4636.959961
	Iteration 23Q: 3 clusters Score -899191.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -899192.562500 Penalty: 4636.959961
	Iteration 24Q: 3 clusters Score -899192.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -899194.625000 Penalty: 4636.959961
	Iteration 25Q: 3 clusters Score -899194.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -899196.312500 Penalty: 4636.959961
	Iteration 26Q: 3 clusters Score -899196.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -899200.125000 Penalty: 4636.959961
	Iteration 27Q: 3 clusters Score -899200.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -899201.437500 Penalty: 4636.959961
	Iteration 28Q: 3 clusters Score -899201.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -899204.250000 Penalty: 4636.959961
	Iteration 29Q: 3 clusters Score -899204.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -899205.125000 Penalty: 4636.959961
	Iteration 30Q: 3 clusters Score -899205.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -899205.312500 Penalty: 4636.959961
	Iteration 31Q: 3 clusters Score -899205.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -899206.250000 Penalty: 4636.959961
	Iteration 32Q: 3 clusters Score -899206.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -899205.437500 Penalty: 4636.959961
	Iteration 33Q: 3 clusters Score -899205.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -899206.125000 Penalty: 4636.959961
	Iteration 34Q: 3 clusters Score -899206.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -899206.125000 Penalty: 4636.959961
	Iteration 35F: 3 clusters Score -899206.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75775 members 
Mstep: Class 2 contains 24534 members 
Mstep: Class 3 contains 3383 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 59998 members 
Mstep: Class 6 contains 154308 members 
Mstep: Class 7 contains 8611 members 
Mstep: Class 8 contains 8410 members 
Mstep: Class 9 contains 75315 members 
Mstep: Class 10 contains 60858 members 
Mstep: Class 11 contains 6643 members 
Mstep: Class 12 contains 62821 members 
Mstep: Class 13 contains 5937 members 
Mstep: Class 14 contains 18870 members 
Mstep: Class 15 contains 17596 members 
Mstep: Class 16 contains 14934 members 
Mstep: Class 17 contains 36997 members 
Mstep: Class 18 contains 5193 members 
Mstep: Class 19 contains 5654 members 
Mstep: Class 20 contains 2967 members 
Mstep: Class 21 contains 11009 members 
Mstep: Class 22 contains 9924 members 
Mstep: Class 23 contains 29158 members 
Mstep: Class 24 contains 578067 members 
Mstep: Class 25 contains 66624 members 
Mstep: Class 26 contains 7115 members 
Mstep: Class 27 contains 3299 members 
Mstep: Class 28 contains 70083 members 
Mstep: Class 29 contains 8993 members 
Mstep: Class 30 contains 14983 members 
Mstep: Class 31 contains 2943 members 
Mstep: Class 32 contains 8517 members 
Entering Unmasked Estep 
Score: -111976272.000000 Penalty: 112659.960938
Splitting cluster 20 changes total score from -111977336.000000 to -111976272.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (11009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Entering Unmasked Estep 
Score: -898850.500000 Penalty: 2308.004150
	Iteration 0F: 2 clusters Score -898850.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -890561.000000 Penalty: 4616.008301
	Iteration 0F: 3 clusters Score -890561 nChanged 4645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -893036.187500 Penalty: 4616.008301
	Iteration 1F: 3 clusters Score -893036.2 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -893320.187500 Penalty: 4616.008301
	Iteration 2F: 3 clusters Score -893320.2 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -893528.625000 Penalty: 4616.008301
	Iteration 3Q: 3 clusters Score -893528.6 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -893674.000000 Penalty: 4616.008301
	Iteration 4Q: 3 clusters Score -893674 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -893802.562500 Penalty: 4616.008301
	Iteration 5Q: 3 clusters Score -893802.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -893908.500000 Penalty: 4616.008301
	Iteration 6Q: 3 clusters Score -893908.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -894001.937500 Penalty: 4616.008301
	Iteration 7Q: 3 clusters Score -894001.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -894121.125000 Penalty: 4616.008301
	Iteration 8Q: 3 clusters Score -894121.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -894246.250000 Penalty: 4616.008301
	Iteration 9Q: 3 clusters Score -894246.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -894418.375000 Penalty: 4616.008301
	Iteration 10Q: 3 clusters Score -894418.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -894617.500000 Penalty: 4616.008301
	Iteration 11Q: 3 clusters Score -894617.5 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -894841.500000 Penalty: 4616.008301
	Iteration 12Q: 3 clusters Score -894841.5 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -895102.875000 Penalty: 4616.008301
	Iteration 13Q: 3 clusters Score -895102.9 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -895369.875000 Penalty: 4616.008301
	Iteration 14Q: 3 clusters Score -895369.9 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -895626.812500 Penalty: 4616.008301
	Iteration 15Q: 3 clusters Score -895626.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -895861.312500 Penalty: 4616.008301
	Iteration 16Q: 3 clusters Score -895861.3 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -896043.687500 Penalty: 4616.008301
	Iteration 17Q: 3 clusters Score -896043.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -896188.812500 Penalty: 4616.008301
	Iteration 18Q: 3 clusters Score -896188.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -896330.625000 Penalty: 4616.008301
	Iteration 19Q: 3 clusters Score -896330.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -896451.000000 Penalty: 4616.008301
	Iteration 20F: 3 clusters Score -896451 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -896536.437500 Penalty: 4616.008301
	Iteration 21Q: 3 clusters Score -896536.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -896613.437500 Penalty: 4616.008301
	Iteration 22Q: 3 clusters Score -896613.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -896661.937500 Penalty: 4616.008301
	Iteration 23Q: 3 clusters Score -896661.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -896688.625000 Penalty: 4616.008301
	Iteration 24Q: 3 clusters Score -896688.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -896712.750000 Penalty: 4616.008301
	Iteration 25Q: 3 clusters Score -896712.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -896743.125000 Penalty: 4616.008301
	Iteration 26Q: 3 clusters Score -896743.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -896768.125000 Penalty: 4616.008301
	Iteration 27Q: 3 clusters Score -896768.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -896792.562500 Penalty: 4616.008301
	Iteration 28Q: 3 clusters Score -896792.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -896798.375000 Penalty: 4616.008301
	Iteration 29Q: 3 clusters Score -896798.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -896805.437500 Penalty: 4616.008301
	Iteration 30Q: 3 clusters Score -896805.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -896814.000000 Penalty: 4616.008301
	Iteration 31Q: 3 clusters Score -896814 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -896824.812500 Penalty: 4616.008301
	Iteration 32Q: 3 clusters Score -896824.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -896830.812500 Penalty: 4616.008301
	Iteration 33Q: 3 clusters Score -896830.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -896836.375000 Penalty: 4616.008301
	Iteration 34Q: 3 clusters Score -896836.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -896838.750000 Penalty: 4616.008301
	Iteration 35Q: 3 clusters Score -896838.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -896843.500000 Penalty: 4616.008301
	Iteration 36Q: 3 clusters Score -896843.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -896849.562500 Penalty: 4616.008301
	Iteration 37Q: 3 clusters Score -896849.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -896853.000000 Penalty: 4616.008301
	Iteration 38Q: 3 clusters Score -896853 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -896856.125000 Penalty: 4616.008301
	Iteration 39Q: 3 clusters Score -896856.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -896857.125000 Penalty: 4616.008301
	Iteration 40F: 3 clusters Score -896857.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -896857.750000 Penalty: 4616.008301
	Iteration 41Q: 3 clusters Score -896857.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -896857.750000 Penalty: 4616.008301
	Iteration 42F: 3 clusters Score -896857.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (9924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Entering Unmasked Estep 
Score: -746997.625000 Penalty: 2282.272461
	Iteration 0F: 2 clusters Score -746997.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -739290.187500 Penalty: 4564.544922
	Iteration 0F: 3 clusters Score -739290.2 nChanged 4128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -741649.437500 Penalty: 4564.544922
	Iteration 1F: 3 clusters Score -741649.4 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -742063.562500 Penalty: 4564.544922
	Iteration 2F: 3 clusters Score -742063.6 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -742491.500000 Penalty: 4564.544922
	Iteration 3F: 3 clusters Score -742491.5 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -742918.562500 Penalty: 4564.544922
	Iteration 4F: 3 clusters Score -742918.6 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -743298.687500 Penalty: 4564.544922
	Iteration 5F: 3 clusters Score -743298.7 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -743648.562500 Penalty: 4564.544922
	Iteration 6Q: 3 clusters Score -743648.6 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -744032.500000 Penalty: 4564.544922
	Iteration 7Q: 3 clusters Score -744032.5 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -744545.062500 Penalty: 4564.544922
	Iteration 8F: 3 clusters Score -744545.1 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -745128.625000 Penalty: 4564.544922
	Iteration 9F: 3 clusters Score -745128.6 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -745662.062500 Penalty: 4564.544922
	Iteration 10F: 3 clusters Score -745662.1 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -746027.187500 Penalty: 4564.544922
	Iteration 11Q: 3 clusters Score -746027.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -746217.125000 Penalty: 4564.544922
	Iteration 12Q: 3 clusters Score -746217.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -746302.000000 Penalty: 4564.544922
	Iteration 13Q: 3 clusters Score -746302 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -746341.875000 Penalty: 4564.544922
	Iteration 14Q: 3 clusters Score -746341.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -746368.125000 Penalty: 4564.544922
	Iteration 15Q: 3 clusters Score -746368.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -746377.062500 Penalty: 4564.544922
	Iteration 16Q: 3 clusters Score -746377.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -746382.437500 Penalty: 4564.544922
	Iteration 17Q: 3 clusters Score -746382.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -746387.062500 Penalty: 4564.544922
	Iteration 18Q: 3 clusters Score -746387.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -746389.437500 Penalty: 4564.544922
	Iteration 19Q: 3 clusters Score -746389.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -746392.000000 Penalty: 4564.544922
	Iteration 20F: 3 clusters Score -746392 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -746395.125000 Penalty: 4564.544922
	Iteration 21Q: 3 clusters Score -746395.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -746397.000000 Penalty: 4564.544922
	Iteration 22Q: 3 clusters Score -746397 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -746398.000000 Penalty: 4564.544922
	Iteration 23Q: 3 clusters Score -746398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -746397.187500 Penalty: 4564.544922
	Iteration 24Q: 3 clusters Score -746397.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -746397.187500 Penalty: 4564.544922
	Iteration 25Q: 3 clusters Score -746397.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -746398.500000 Penalty: 4564.544922
	Iteration 26Q: 3 clusters Score -746398.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -746397.375000 Penalty: 4564.544922
	Iteration 27Q: 3 clusters Score -746397.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -746397.375000 Penalty: 4564.544922
	Iteration 28F: 3 clusters Score -746397.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (29158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29158 members 
Entering Unmasked Estep 
Score: -2246356.500000 Penalty: 2549.560059
	Iteration 0F: 2 clusters Score -2246356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -2226497.000000 Penalty: 5099.120117
	Iteration 0F: 3 clusters Score -2226497 nChanged 12981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -2233629.000000 Penalty: 5099.120117
	Iteration 1F: 3 clusters Score -2233629 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -2234202.000000 Penalty: 5099.120117
	Iteration 2F: 3 clusters Score -2234202 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16845 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -2234786.000000 Penalty: 5099.120117
	Iteration 3Q: 3 clusters Score -2234786 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -2235431.750000 Penalty: 5099.120117
	Iteration 4Q: 3 clusters Score -2235432 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19104 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -2236271.000000 Penalty: 5099.120117
	Iteration 5F: 3 clusters Score -2236271 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20596 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -2237341.250000 Penalty: 5099.120117
	Iteration 6F: 3 clusters Score -2237341 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22358 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -2238740.500000 Penalty: 5099.120117
	Iteration 7F: 3 clusters Score -2238740 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24069 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -2240255.750000 Penalty: 5099.120117
	Iteration 8F: 3 clusters Score -2240256 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25543 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -2241621.000000 Penalty: 5099.120117
	Iteration 9F: 3 clusters Score -2241621 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26576 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -2242631.750000 Penalty: 5099.120117
	Iteration 10Q: 3 clusters Score -2242632 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27230 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -2243235.000000 Penalty: 5099.120117
	Iteration 11Q: 3 clusters Score -2243235 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27603 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -2243590.250000 Penalty: 5099.120117
	Iteration 12Q: 3 clusters Score -2243590 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27829 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -2243790.500000 Penalty: 5099.120117
	Iteration 13Q: 3 clusters Score -2243790 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27988 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -2243931.000000 Penalty: 5099.120117
	Iteration 14Q: 3 clusters Score -2243931 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28100 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -2244023.750000 Penalty: 5099.120117
	Iteration 15Q: 3 clusters Score -2244024 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28180 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -2244079.500000 Penalty: 5099.120117
	Iteration 16Q: 3 clusters Score -2244080 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28239 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -2244117.750000 Penalty: 5099.120117
	Iteration 17Q: 3 clusters Score -2244118 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28276 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -2244143.750000 Penalty: 5099.120117
	Iteration 18Q: 3 clusters Score -2244144 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28310 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -2244168.750000 Penalty: 5099.120117
	Iteration 19Q: 3 clusters Score -2244169 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28342 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -2244195.500000 Penalty: 5099.120117
	Iteration 20F: 3 clusters Score -2244196 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28362 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -2244213.250000 Penalty: 5099.120117
	Iteration 21Q: 3 clusters Score -2244213 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28392 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -2244239.000000 Penalty: 5099.120117
	Iteration 22Q: 3 clusters Score -2244239 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28409 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -2244262.750000 Penalty: 5099.120117
	Iteration 23Q: 3 clusters Score -2244263 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28432 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -2244287.750000 Penalty: 5099.120117
	Iteration 24Q: 3 clusters Score -2244288 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28446 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -2244305.500000 Penalty: 5099.120117
	Iteration 25Q: 3 clusters Score -2244306 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28459 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -2244316.750000 Penalty: 5099.120117
	Iteration 26Q: 3 clusters Score -2244317 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28469 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -2244324.000000 Penalty: 5099.120117
	Iteration 27Q: 3 clusters Score -2244324 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28475 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -2244329.750000 Penalty: 5099.120117
	Iteration 28Q: 3 clusters Score -2244330 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28483 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -2244339.750000 Penalty: 5099.120117
	Iteration 29Q: 3 clusters Score -2244340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28483 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -2244340.250000 Penalty: 5099.120117
	Iteration 30Q: 3 clusters Score -2244340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28489 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -2244343.250000 Penalty: 5099.120117
	Iteration 31Q: 3 clusters Score -2244343 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28500 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -2244350.750000 Penalty: 5099.120117
	Iteration 32Q: 3 clusters Score -2244351 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28508 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -2244354.500000 Penalty: 5099.120117
	Iteration 33Q: 3 clusters Score -2244354 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28515 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -2244365.000000 Penalty: 5099.120117
	Iteration 34Q: 3 clusters Score -2244365 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28521 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -2244372.000000 Penalty: 5099.120117
	Iteration 35Q: 3 clusters Score -2244372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28525 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -2244376.750000 Penalty: 5099.120117
	Iteration 36Q: 3 clusters Score -2244377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28528 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -2244377.750000 Penalty: 5099.120117
	Iteration 37Q: 3 clusters Score -2244378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28532 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -2244381.750000 Penalty: 5099.120117
	Iteration 38Q: 3 clusters Score -2244382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28537 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -2244389.250000 Penalty: 5099.120117
	Iteration 39Q: 3 clusters Score -2244389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28536 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -2244386.000000 Penalty: 5099.120117
	Iteration 40F: 3 clusters Score -2244386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (578067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578067 members 
Entering Unmasked Estep 
Score: -45441560.000000 Penalty: 3290.326172
	Iteration 0F: 2 clusters Score -4.544156e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289034 members 
Mstep: Class 2 contains 289033 members 
Entering Unmasked Estep 
Score: -45051528.000000 Penalty: 6580.652344
	Iteration 0F: 3 clusters Score -4.505153e+07 nChanged 282158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292550 members 
Mstep: Class 2 contains 285517 members 
Entering Unmasked Estep 
Score: -45219252.000000 Penalty: 6580.652344
	Iteration 1F: 3 clusters Score -4.521925e+07 nChanged 12654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295250 members 
Mstep: Class 2 contains 282817 members 
Entering Unmasked Estep 
Score: -45221480.000000 Penalty: 6580.652344
	Iteration 2Q: 3 clusters Score -4.522148e+07 nChanged 13731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299567 members 
Mstep: Class 2 contains 278500 members 
Entering Unmasked Estep 
Score: -45223880.000000 Penalty: 6580.652344
	Iteration 3Q: 3 clusters Score -4.522388e+07 nChanged 15334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306221 members 
Mstep: Class 2 contains 271846 members 
Entering Unmasked Estep 
Score: -45227608.000000 Penalty: 6580.652344
	Iteration 4Q: 3 clusters Score -4.522761e+07 nChanged 17965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316466 members 
Mstep: Class 2 contains 261601 members 
Entering Unmasked Estep 
Score: -45232728.000000 Penalty: 6580.652344
	Iteration 5Q: 3 clusters Score -4.523273e+07 nChanged 21820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331746 members 
Mstep: Class 2 contains 246321 members 
Entering Unmasked Estep 
Score: -45240552.000000 Penalty: 6580.652344
	Iteration 6Q: 3 clusters Score -4.524055e+07 nChanged 26862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353324 members 
Mstep: Class 2 contains 224743 members 
Entering Unmasked Estep 
Score: -45253336.000000 Penalty: 6580.652344
	Iteration 7Q: 3 clusters Score -4.525334e+07 nChanged 33124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382330 members 
Mstep: Class 2 contains 195737 members 
Entering Unmasked Estep 
Score: -45274060.000000 Penalty: 6580.652344
	Iteration 8F: 3 clusters Score -4.527406e+07 nChanged 38491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417571 members 
Mstep: Class 2 contains 160496 members 
Entering Unmasked Estep 
Score: -45302696.000000 Penalty: 6580.652344
	Iteration 9F: 3 clusters Score -4.53027e+07 nChanged 39052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454045 members 
Mstep: Class 2 contains 124022 members 
Entering Unmasked Estep 
Score: -45336940.000000 Penalty: 6580.652344
	Iteration 10F: 3 clusters Score -4.533694e+07 nChanged 32983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484760 members 
Mstep: Class 2 contains 93307 members 
Entering Unmasked Estep 
Score: -45365952.000000 Penalty: 6580.652344
	Iteration 11F: 3 clusters Score -4.536595e+07 nChanged 24313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507379 members 
Mstep: Class 2 contains 70688 members 
Entering Unmasked Estep 
Score: -45386272.000000 Penalty: 6580.652344
	Iteration 12Q: 3 clusters Score -4.538627e+07 nChanged 17755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524362 members 
Mstep: Class 2 contains 53705 members 
Entering Unmasked Estep 
Score: -45399412.000000 Penalty: 6580.652344
	Iteration 13Q: 3 clusters Score -4.539941e+07 nChanged 13751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538001 members 
Mstep: Class 2 contains 40066 members 
Entering Unmasked Estep 
Score: -45409340.000000 Penalty: 6580.652344
	Iteration 14Q: 3 clusters Score -4.540934e+07 nChanged 11306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549305 members 
Mstep: Class 2 contains 28762 members 
Entering Unmasked Estep 
Score: -45417840.000000 Penalty: 6580.652344
	Iteration 15Q: 3 clusters Score -4.541784e+07 nChanged 9185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558490 members 
Mstep: Class 2 contains 19577 members 
Entering Unmasked Estep 
Score: -45424324.000000 Penalty: 6580.652344
	Iteration 16Q: 3 clusters Score -4.542432e+07 nChanged 7093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565583 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -45429560.000000 Penalty: 6580.652344
	Iteration 17Q: 3 clusters Score -4.542956e+07 nChanged 5152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570735 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -45433288.000000 Penalty: 6580.652344
	Iteration 18Q: 3 clusters Score -4.543329e+07 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573988 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -45435760.000000 Penalty: 6580.652344
	Iteration 19Q: 3 clusters Score -4.543576e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575804 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -45436932.000000 Penalty: 6580.652344
	Iteration 20F: 3 clusters Score -4.543693e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576775 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -45437748.000000 Penalty: 6580.652344
	Iteration 21Q: 3 clusters Score -4.543775e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577217 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -45438116.000000 Penalty: 6580.652344
	Iteration 22Q: 3 clusters Score -4.543812e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577408 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -45438356.000000 Penalty: 6580.652344
	Iteration 23Q: 3 clusters Score -4.543836e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577499 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -45438444.000000 Penalty: 6580.652344
	Iteration 24Q: 3 clusters Score -4.543844e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577552 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -45438532.000000 Penalty: 6580.652344
	Iteration 25Q: 3 clusters Score -4.543853e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577575 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -45438580.000000 Penalty: 6580.652344
	Iteration 26Q: 3 clusters Score -4.543858e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577590 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -45438588.000000 Penalty: 6580.652344
	Iteration 27Q: 3 clusters Score -4.543859e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577602 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -45438592.000000 Penalty: 6580.652344
	Iteration 28Q: 3 clusters Score -4.543859e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577614 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -45438624.000000 Penalty: 6580.652344
	Iteration 29Q: 3 clusters Score -4.543862e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577623 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -45438624.000000 Penalty: 6580.652344
	Iteration 30Q: 3 clusters Score -4.543862e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577633 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -45438616.000000 Penalty: 6580.652344
	Iteration 31Q: 3 clusters Score -4.543862e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577643 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -45438628.000000 Penalty: 6580.652344
	Iteration 32Q: 3 clusters Score -4.543863e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577646 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -45438640.000000 Penalty: 6580.652344
	Iteration 33Q: 3 clusters Score -4.543864e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577651 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -45438628.000000 Penalty: 6580.652344
	Iteration 34Q: 3 clusters Score -4.543863e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577656 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -45438660.000000 Penalty: 6580.652344
	Iteration 35Q: 3 clusters Score -4.543866e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577661 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -45438656.000000 Penalty: 6580.652344
	Iteration 36Q: 3 clusters Score -4.543866e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577662 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -45438668.000000 Penalty: 6580.652344
	Iteration 37Q: 3 clusters Score -4.543867e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577662 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -45438668.000000 Penalty: 6580.652344
	Iteration 38F: 3 clusters Score -4.543867e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (66624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66624 members 
Entering Unmasked Estep 
Score: -5218612.000000 Penalty: 2754.491455
	Iteration 0F: 2 clusters Score -5218612 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33380 members 
Mstep: Class 2 contains 33244 members 
Entering Unmasked Estep 
Score: -5173967.000000 Penalty: 5508.982910
	Iteration 0F: 3 clusters Score -5173967 nChanged 30977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33935 members 
Mstep: Class 2 contains 32689 members 
Entering Unmasked Estep 
Score: -5191088.500000 Penalty: 5508.982910
	Iteration 1F: 3 clusters Score -5191088 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34272 members 
Mstep: Class 2 contains 32352 members 
Entering Unmasked Estep 
Score: -5191579.000000 Penalty: 5508.982910
	Iteration 2Q: 3 clusters Score -5191579 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34796 members 
Mstep: Class 2 contains 31828 members 
Entering Unmasked Estep 
Score: -5192067.500000 Penalty: 5508.982910
	Iteration 3Q: 3 clusters Score -5192068 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35545 members 
Mstep: Class 2 contains 31079 members 
Entering Unmasked Estep 
Score: -5192613.000000 Penalty: 5508.982910
	Iteration 4Q: 3 clusters Score -5192613 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36574 members 
Mstep: Class 2 contains 30050 members 
Entering Unmasked Estep 
Score: -5193162.000000 Penalty: 5508.982910
	Iteration 5Q: 3 clusters Score -5193162 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38071 members 
Mstep: Class 2 contains 28553 members 
Entering Unmasked Estep 
Score: -5193911.500000 Penalty: 5508.982910
	Iteration 6Q: 3 clusters Score -5193912 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40188 members 
Mstep: Class 2 contains 26436 members 
Entering Unmasked Estep 
Score: -5195013.000000 Penalty: 5508.982910
	Iteration 7Q: 3 clusters Score -5195013 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43183 members 
Mstep: Class 2 contains 23441 members 
Entering Unmasked Estep 
Score: -5196671.000000 Penalty: 5508.982910
	Iteration 8Q: 3 clusters Score -5196671 nChanged 4168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47193 members 
Mstep: Class 2 contains 19431 members 
Entering Unmasked Estep 
Score: -5199307.000000 Penalty: 5508.982910
	Iteration 9F: 3 clusters Score -5199307 nChanged 4893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52046 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -5203232.500000 Penalty: 5508.982910
	Iteration 10F: 3 clusters Score -5203232 nChanged 5020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57048 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -5207691.500000 Penalty: 5508.982910
	Iteration 11F: 3 clusters Score -5207692 nChanged 4199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61247 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -5211622.500000 Penalty: 5508.982910
	Iteration 12F: 3 clusters Score -5211622 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63898 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -5214040.500000 Penalty: 5508.982910
	Iteration 13Q: 3 clusters Score -5214040 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65216 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -5215154.500000 Penalty: 5508.982910
	Iteration 14Q: 3 clusters Score -5215154 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65798 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -5215694.500000 Penalty: 5508.982910
	Iteration 15Q: 3 clusters Score -5215694 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66056 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -5215971.500000 Penalty: 5508.982910
	Iteration 16Q: 3 clusters Score -5215972 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66156 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -5216070.500000 Penalty: 5508.982910
	Iteration 17Q: 3 clusters Score -5216070 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66199 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -5216125.500000 Penalty: 5508.982910
	Iteration 18Q: 3 clusters Score -5216126 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66229 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -5216160.000000 Penalty: 5508.982910
	Iteration 19Q: 3 clusters Score -5216160 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66245 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -5216179.000000 Penalty: 5508.982910
	Iteration 20F: 3 clusters Score -5216179 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66253 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -5216191.000000 Penalty: 5508.982910
	Iteration 21Q: 3 clusters Score -5216191 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66256 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -5216197.500000 Penalty: 5508.982910
	Iteration 22Q: 3 clusters Score -5216198 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66261 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -5216207.500000 Penalty: 5508.982910
	Iteration 23Q: 3 clusters Score -5216208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66266 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -5216213.000000 Penalty: 5508.982910
	Iteration 24Q: 3 clusters Score -5216213 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66274 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -5216235.500000 Penalty: 5508.982910
	Iteration 25Q: 3 clusters Score -5216236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66278 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -5216232.000000 Penalty: 5508.982910
	Iteration 26Q: 3 clusters Score -5216232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66283 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -5216240.500000 Penalty: 5508.982910
	Iteration 27Q: 3 clusters Score -5216240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66282 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -5216244.500000 Penalty: 5508.982910
	Iteration 28Q: 3 clusters Score -5216244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66284 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -5216244.500000 Penalty: 5508.982910
	Iteration 29Q: 3 clusters Score -5216244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66283 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -5216247.000000 Penalty: 5508.982910
	Iteration 30Q: 3 clusters Score -5216247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66282 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -5216252.000000 Penalty: 5508.982910
	Iteration 31Q: 3 clusters Score -5216252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66282 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -5216252.000000 Penalty: 5508.982910
	Iteration 32F: 3 clusters Score -5216252 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (7115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Entering Unmasked Estep 
Score: -539209.125000 Penalty: 2199.750244
	Iteration 0F: 2 clusters Score -539209.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -533304.000000 Penalty: 4399.500488
	Iteration 0F: 3 clusters Score -533304 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -534885.687500 Penalty: 4399.500488
	Iteration 1F: 3 clusters Score -534885.7 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -535117.500000 Penalty: 4399.500488
	Iteration 2F: 3 clusters Score -535117.5 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -535260.687500 Penalty: 4399.500488
	Iteration 3Q: 3 clusters Score -535260.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -535357.375000 Penalty: 4399.500488
	Iteration 4Q: 3 clusters Score -535357.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -535427.500000 Penalty: 4399.500488
	Iteration 5Q: 3 clusters Score -535427.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -535491.750000 Penalty: 4399.500488
	Iteration 6Q: 3 clusters Score -535491.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -535560.625000 Penalty: 4399.500488
	Iteration 7Q: 3 clusters Score -535560.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -535636.812500 Penalty: 4399.500488
	Iteration 8Q: 3 clusters Score -535636.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -535701.562500 Penalty: 4399.500488
	Iteration 9Q: 3 clusters Score -535701.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -535763.062500 Penalty: 4399.500488
	Iteration 10Q: 3 clusters Score -535763.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -535813.312500 Penalty: 4399.500488
	Iteration 11Q: 3 clusters Score -535813.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -535860.375000 Penalty: 4399.500488
	Iteration 12Q: 3 clusters Score -535860.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -535912.687500 Penalty: 4399.500488
	Iteration 13Q: 3 clusters Score -535912.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -535968.312500 Penalty: 4399.500488
	Iteration 14Q: 3 clusters Score -535968.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -536035.625000 Penalty: 4399.500488
	Iteration 15Q: 3 clusters Score -536035.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -536106.125000 Penalty: 4399.500488
	Iteration 16Q: 3 clusters Score -536106.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -536189.812500 Penalty: 4399.500488
	Iteration 17Q: 3 clusters Score -536189.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -536306.562500 Penalty: 4399.500488
	Iteration 18Q: 3 clusters Score -536306.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -536399.125000 Penalty: 4399.500488
	Iteration 19Q: 3 clusters Score -536399.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -536501.937500 Penalty: 4399.500488
	Iteration 20F: 3 clusters Score -536501.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -536624.375000 Penalty: 4399.500488
	Iteration 21Q: 3 clusters Score -536624.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -536727.437500 Penalty: 4399.500488
	Iteration 22Q: 3 clusters Score -536727.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -536836.625000 Penalty: 4399.500488
	Iteration 23Q: 3 clusters Score -536836.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -536924.625000 Penalty: 4399.500488
	Iteration 24Q: 3 clusters Score -536924.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -537006.125000 Penalty: 4399.500488
	Iteration 25Q: 3 clusters Score -537006.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -537092.500000 Penalty: 4399.500488
	Iteration 26Q: 3 clusters Score -537092.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -537167.187500 Penalty: 4399.500488
	Iteration 27Q: 3 clusters Score -537167.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -537243.312500 Penalty: 4399.500488
	Iteration 28Q: 3 clusters Score -537243.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -537303.125000 Penalty: 4399.500488
	Iteration 29Q: 3 clusters Score -537303.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -537346.187500 Penalty: 4399.500488
	Iteration 30Q: 3 clusters Score -537346.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -537395.687500 Penalty: 4399.500488
	Iteration 31Q: 3 clusters Score -537395.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -537439.937500 Penalty: 4399.500488
	Iteration 32Q: 3 clusters Score -537439.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -537476.937500 Penalty: 4399.500488
	Iteration 33Q: 3 clusters Score -537476.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -537507.375000 Penalty: 4399.500488
	Iteration 34Q: 3 clusters Score -537507.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -537527.562500 Penalty: 4399.500488
	Iteration 35Q: 3 clusters Score -537527.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -537554.125000 Penalty: 4399.500488
	Iteration 36Q: 3 clusters Score -537554.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -537568.375000 Penalty: 4399.500488
	Iteration 37Q: 3 clusters Score -537568.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -537577.250000 Penalty: 4399.500488
	Iteration 38Q: 3 clusters Score -537577.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -537586.562500 Penalty: 4399.500488
	Iteration 39Q: 3 clusters Score -537586.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -537589.312500 Penalty: 4399.500488
	Iteration 40F: 3 clusters Score -537589.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -537591.187500 Penalty: 4399.500488
	Iteration 41Q: 3 clusters Score -537591.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -537592.937500 Penalty: 4399.500488
	Iteration 42Q: 3 clusters Score -537592.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -537592.625000 Penalty: 4399.500488
	Iteration 43Q: 3 clusters Score -537592.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -537594.562500 Penalty: 4399.500488
	Iteration 44Q: 3 clusters Score -537594.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -537595.000000 Penalty: 4399.500488
	Iteration 45Q: 3 clusters Score -537595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -537595.250000 Penalty: 4399.500488
	Iteration 46Q: 3 clusters Score -537595.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -537595.250000 Penalty: 4399.500488
	Iteration 47F: 3 clusters Score -537595.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Entering Unmasked Estep 
Score: -247071.546875 Penalty: 2009.140869
	Iteration 0F: 2 clusters Score -247071.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -243624.031250 Penalty: 4018.281738
	Iteration 0F: 3 clusters Score -243624 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -244300.578125 Penalty: 4018.281738
	Iteration 1F: 3 clusters Score -244300.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -244456.093750 Penalty: 4018.281738
	Iteration 2F: 3 clusters Score -244456.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -244567.218750 Penalty: 4018.281738
	Iteration 3Q: 3 clusters Score -244567.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -244639.765625 Penalty: 4018.281738
	Iteration 4Q: 3 clusters Score -244639.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -244685.437500 Penalty: 4018.281738
	Iteration 5Q: 3 clusters Score -244685.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -244719.765625 Penalty: 4018.281738
	Iteration 6Q: 3 clusters Score -244719.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -244754.843750 Penalty: 4018.281738
	Iteration 7Q: 3 clusters Score -244754.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -244790.781250 Penalty: 4018.281738
	Iteration 8Q: 3 clusters Score -244790.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -244816.640625 Penalty: 4018.281738
	Iteration 9Q: 3 clusters Score -244816.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -244845.687500 Penalty: 4018.281738
	Iteration 10Q: 3 clusters Score -244845.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -244869.015625 Penalty: 4018.281738
	Iteration 11Q: 3 clusters Score -244869 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -244897.843750 Penalty: 4018.281738
	Iteration 12Q: 3 clusters Score -244897.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -244927.250000 Penalty: 4018.281738
	Iteration 13Q: 3 clusters Score -244927.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -244948.093750 Penalty: 4018.281738
	Iteration 14Q: 3 clusters Score -244948.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -244964.062500 Penalty: 4018.281738
	Iteration 15Q: 3 clusters Score -244964.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -244980.906250 Penalty: 4018.281738
	Iteration 16Q: 3 clusters Score -244980.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -244999.531250 Penalty: 4018.281738
	Iteration 17Q: 3 clusters Score -244999.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -245020.203125 Penalty: 4018.281738
	Iteration 18Q: 3 clusters Score -245020.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -245043.953125 Penalty: 4018.281738
	Iteration 19Q: 3 clusters Score -245044 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -245060.203125 Penalty: 4018.281738
	Iteration 20F: 3 clusters Score -245060.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -245079.093750 Penalty: 4018.281738
	Iteration 21Q: 3 clusters Score -245079.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -245095.703125 Penalty: 4018.281738
	Iteration 22Q: 3 clusters Score -245095.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -245110.546875 Penalty: 4018.281738
	Iteration 23Q: 3 clusters Score -245110.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -245121.671875 Penalty: 4018.281738
	Iteration 24Q: 3 clusters Score -245121.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -245135.281250 Penalty: 4018.281738
	Iteration 25Q: 3 clusters Score -245135.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -245147.500000 Penalty: 4018.281738
	Iteration 26Q: 3 clusters Score -245147.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -245165.218750 Penalty: 4018.281738
	Iteration 27Q: 3 clusters Score -245165.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -245182.328125 Penalty: 4018.281738
	Iteration 28Q: 3 clusters Score -245182.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -245205.421875 Penalty: 4018.281738
	Iteration 29Q: 3 clusters Score -245205.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -245237.250000 Penalty: 4018.281738
	Iteration 30Q: 3 clusters Score -245237.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -245272.218750 Penalty: 4018.281738
	Iteration 31Q: 3 clusters Score -245272.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -245295.906250 Penalty: 4018.281738
	Iteration 32Q: 3 clusters Score -245295.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -245320.718750 Penalty: 4018.281738
	Iteration 33Q: 3 clusters Score -245320.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -245334.984375 Penalty: 4018.281738
	Iteration 34Q: 3 clusters Score -245335 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -245349.750000 Penalty: 4018.281738
	Iteration 35Q: 3 clusters Score -245349.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -245360.765625 Penalty: 4018.281738
	Iteration 36Q: 3 clusters Score -245360.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -245368.109375 Penalty: 4018.281738
	Iteration 37Q: 3 clusters Score -245368.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -245376.625000 Penalty: 4018.281738
	Iteration 38Q: 3 clusters Score -245376.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -245384.203125 Penalty: 4018.281738
	Iteration 39Q: 3 clusters Score -245384.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -245389.281250 Penalty: 4018.281738
	Iteration 40F: 3 clusters Score -245389.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -245391.859375 Penalty: 4018.281738
	Iteration 41Q: 3 clusters Score -245391.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -245393.703125 Penalty: 4018.281738
	Iteration 42Q: 3 clusters Score -245393.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -245397.078125 Penalty: 4018.281738
	Iteration 43Q: 3 clusters Score -245397.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -245399.140625 Penalty: 4018.281738
	Iteration 44Q: 3 clusters Score -245399.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -245401.671875 Penalty: 4018.281738
	Iteration 45Q: 3 clusters Score -245401.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -245403.546875 Penalty: 4018.281738
	Iteration 46Q: 3 clusters Score -245403.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -245409.234375 Penalty: 4018.281738
	Iteration 47Q: 3 clusters Score -245409.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -245410.937500 Penalty: 4018.281738
	Iteration 48Q: 3 clusters Score -245410.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -245413.187500 Penalty: 4018.281738
	Iteration 49Q: 3 clusters Score -245413.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -245416.031250 Penalty: 4018.281738
	Iteration 50Q: 3 clusters Score -245416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -245420.015625 Penalty: 4018.281738
	Iteration 51Q: 3 clusters Score -245420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -245423.015625 Penalty: 4018.281738
	Iteration 52Q: 3 clusters Score -245423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -245425.828125 Penalty: 4018.281738
	Iteration 53Q: 3 clusters Score -245425.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -245428.609375 Penalty: 4018.281738
	Iteration 54Q: 3 clusters Score -245428.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -245429.953125 Penalty: 4018.281738
	Iteration 55Q: 3 clusters Score -245430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -245430.765625 Penalty: 4018.281738
	Iteration 56Q: 3 clusters Score -245430.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -245430.765625 Penalty: 4018.281738
	Iteration 57F: 3 clusters Score -245430.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (70083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70083 members 
Entering Unmasked Estep 
Score: -5687958.500000 Penalty: 2767.043945
	Iteration 0F: 2 clusters Score -5687958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35147 members 
Mstep: Class 2 contains 34936 members 
Entering Unmasked Estep 
Score: -5641003.500000 Penalty: 5534.087891
	Iteration 0F: 3 clusters Score -5641004 nChanged 32778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36389 members 
Mstep: Class 2 contains 33694 members 
Entering Unmasked Estep 
Score: -5659517.500000 Penalty: 5534.087891
	Iteration 1F: 3 clusters Score -5659518 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37145 members 
Mstep: Class 2 contains 32938 members 
Entering Unmasked Estep 
Score: -5660323.000000 Penalty: 5534.087891
	Iteration 2Q: 3 clusters Score -5660323 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38181 members 
Mstep: Class 2 contains 31902 members 
Entering Unmasked Estep 
Score: -5661330.000000 Penalty: 5534.087891
	Iteration 3Q: 3 clusters Score -5661330 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39688 members 
Mstep: Class 2 contains 30395 members 
Entering Unmasked Estep 
Score: -5662657.000000 Penalty: 5534.087891
	Iteration 4Q: 3 clusters Score -5662657 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41728 members 
Mstep: Class 2 contains 28355 members 
Entering Unmasked Estep 
Score: -5664483.000000 Penalty: 5534.087891
	Iteration 5F: 3 clusters Score -5664483 nChanged 3962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44344 members 
Mstep: Class 2 contains 25739 members 
Entering Unmasked Estep 
Score: -5667019.500000 Penalty: 5534.087891
	Iteration 6F: 3 clusters Score -5667020 nChanged 4420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47354 members 
Mstep: Class 2 contains 22729 members 
Entering Unmasked Estep 
Score: -5670423.500000 Penalty: 5534.087891
	Iteration 7F: 3 clusters Score -5670424 nChanged 4583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50469 members 
Mstep: Class 2 contains 19614 members 
Entering Unmasked Estep 
Score: -5674670.000000 Penalty: 5534.087891
	Iteration 8F: 3 clusters Score -5674670 nChanged 4278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53097 members 
Mstep: Class 2 contains 16986 members 
Entering Unmasked Estep 
Score: -5678989.500000 Penalty: 5534.087891
	Iteration 9F: 3 clusters Score -5678990 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54757 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -5682018.000000 Penalty: 5534.087891
	Iteration 10Q: 3 clusters Score -5682018 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55817 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -5683381.000000 Penalty: 5534.087891
	Iteration 11Q: 3 clusters Score -5683381 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56590 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -5683906.000000 Penalty: 5534.087891
	Iteration 12Q: 3 clusters Score -5683906 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57255 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -5684192.500000 Penalty: 5534.087891
	Iteration 13Q: 3 clusters Score -5684192 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57788 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -5684397.500000 Penalty: 5534.087891
	Iteration 14Q: 3 clusters Score -5684398 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58273 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -5684551.000000 Penalty: 5534.087891
	Iteration 15Q: 3 clusters Score -5684551 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58692 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -5684648.000000 Penalty: 5534.087891
	Iteration 16Q: 3 clusters Score -5684648 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59095 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -5684728.000000 Penalty: 5534.087891
	Iteration 17Q: 3 clusters Score -5684728 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59423 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -5684795.000000 Penalty: 5534.087891
	Iteration 18Q: 3 clusters Score -5684795 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59740 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -5684842.000000 Penalty: 5534.087891
	Iteration 19Q: 3 clusters Score -5684842 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60001 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -5684904.000000 Penalty: 5534.087891
	Iteration 20F: 3 clusters Score -5684904 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60267 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -5684942.500000 Penalty: 5534.087891
	Iteration 21Q: 3 clusters Score -5684942 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60555 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -5684998.000000 Penalty: 5534.087891
	Iteration 22Q: 3 clusters Score -5684998 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60858 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -5685053.500000 Penalty: 5534.087891
	Iteration 23Q: 3 clusters Score -5685054 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61129 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -5685096.000000 Penalty: 5534.087891
	Iteration 24Q: 3 clusters Score -5685096 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61387 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -5685142.500000 Penalty: 5534.087891
	Iteration 25Q: 3 clusters Score -5685142 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61619 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -5685189.500000 Penalty: 5534.087891
	Iteration 26Q: 3 clusters Score -5685190 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61859 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -5685227.000000 Penalty: 5534.087891
	Iteration 27Q: 3 clusters Score -5685227 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62099 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -5685277.500000 Penalty: 5534.087891
	Iteration 28Q: 3 clusters Score -5685278 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62318 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -5685323.500000 Penalty: 5534.087891
	Iteration 29Q: 3 clusters Score -5685324 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62542 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -5685349.500000 Penalty: 5534.087891
	Iteration 30Q: 3 clusters Score -5685350 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62758 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -5685408.000000 Penalty: 5534.087891
	Iteration 31Q: 3 clusters Score -5685408 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62957 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -5685425.000000 Penalty: 5534.087891
	Iteration 32Q: 3 clusters Score -5685425 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63137 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -5685447.500000 Penalty: 5534.087891
	Iteration 33Q: 3 clusters Score -5685448 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63316 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -5685481.000000 Penalty: 5534.087891
	Iteration 34Q: 3 clusters Score -5685481 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63487 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -5685535.000000 Penalty: 5534.087891
	Iteration 35Q: 3 clusters Score -5685535 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63664 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -5685573.000000 Penalty: 5534.087891
	Iteration 36Q: 3 clusters Score -5685573 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63824 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -5685624.500000 Penalty: 5534.087891
	Iteration 37Q: 3 clusters Score -5685624 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63964 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -5685637.000000 Penalty: 5534.087891
	Iteration 38Q: 3 clusters Score -5685637 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64103 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -5685661.500000 Penalty: 5534.087891
	Iteration 39Q: 3 clusters Score -5685662 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64231 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -5685682.000000 Penalty: 5534.087891
	Iteration 40F: 3 clusters Score -5685682 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64358 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -5685695.500000 Penalty: 5534.087891
	Iteration 41Q: 3 clusters Score -5685696 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64465 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -5685689.500000 Penalty: 5534.087891
	Iteration 42Q: 3 clusters Score -5685690 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64575 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -5685694.500000 Penalty: 5534.087891
	Iteration 43Q: 3 clusters Score -5685694 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64672 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -5685711.000000 Penalty: 5534.087891
	Iteration 44Q: 3 clusters Score -5685711 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64750 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -5685720.500000 Penalty: 5534.087891
	Iteration 45Q: 3 clusters Score -5685720 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64825 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -5685714.500000 Penalty: 5534.087891
	Iteration 46Q: 3 clusters Score -5685714 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64896 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -5685734.000000 Penalty: 5534.087891
	Iteration 47Q: 3 clusters Score -5685734 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64952 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -5685740.000000 Penalty: 5534.087891
	Iteration 48Q: 3 clusters Score -5685740 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65007 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -5685755.000000 Penalty: 5534.087891
	Iteration 49Q: 3 clusters Score -5685755 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65058 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -5685750.500000 Penalty: 5534.087891
	Iteration 50Q: 3 clusters Score -5685750 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65118 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -5685753.500000 Penalty: 5534.087891
	Iteration 51Q: 3 clusters Score -5685754 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65172 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -5685769.000000 Penalty: 5534.087891
	Iteration 52Q: 3 clusters Score -5685769 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65228 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -5685782.500000 Penalty: 5534.087891
	Iteration 53Q: 3 clusters Score -5685782 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65285 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -5685791.000000 Penalty: 5534.087891
	Iteration 54Q: 3 clusters Score -5685791 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65336 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -5685806.500000 Penalty: 5534.087891
	Iteration 55Q: 3 clusters Score -5685806 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65388 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -5685807.000000 Penalty: 5534.087891
	Iteration 56Q: 3 clusters Score -5685807 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65438 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -5685803.500000 Penalty: 5534.087891
	Iteration 57Q: 3 clusters Score -5685804 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65468 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -5685802.500000 Penalty: 5534.087891
	Iteration 58Q: 3 clusters Score -5685802 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65497 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -5685807.500000 Penalty: 5534.087891
	Iteration 59Q: 3 clusters Score -5685808 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65523 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -5685804.000000 Penalty: 5534.087891
	Iteration 60F: 3 clusters Score -5685804 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65555 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -5685811.500000 Penalty: 5534.087891
	Iteration 61Q: 3 clusters Score -5685812 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65590 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -5685813.500000 Penalty: 5534.087891
	Iteration 62Q: 3 clusters Score -5685814 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65613 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -5685818.000000 Penalty: 5534.087891
	Iteration 63Q: 3 clusters Score -5685818 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65645 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -5685823.000000 Penalty: 5534.087891
	Iteration 64Q: 3 clusters Score -5685823 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65672 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -5685824.500000 Penalty: 5534.087891
	Iteration 65Q: 3 clusters Score -5685824 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65694 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -5685838.000000 Penalty: 5534.087891
	Iteration 66Q: 3 clusters Score -5685838 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65717 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -5685818.000000 Penalty: 5534.087891
	Iteration 67Q: 3 clusters Score -5685818 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65741 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -5685827.500000 Penalty: 5534.087891
	Iteration 68Q: 3 clusters Score -5685828 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65761 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -5685824.500000 Penalty: 5534.087891
	Iteration 69Q: 3 clusters Score -5685824 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65778 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -5685829.500000 Penalty: 5534.087891
	Iteration 70Q: 3 clusters Score -5685830 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65791 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -5685821.500000 Penalty: 5534.087891
	Iteration 71Q: 3 clusters Score -5685822 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65803 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -5685820.500000 Penalty: 5534.087891
	Iteration 72Q: 3 clusters Score -5685820 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65817 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -5685833.500000 Penalty: 5534.087891
	Iteration 73Q: 3 clusters Score -5685834 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65830 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -5685832.500000 Penalty: 5534.087891
	Iteration 74Q: 3 clusters Score -5685832 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65843 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -5685838.000000 Penalty: 5534.087891
	Iteration 75Q: 3 clusters Score -5685838 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65862 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -5685844.000000 Penalty: 5534.087891
	Iteration 76Q: 3 clusters Score -5685844 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65873 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -5685844.500000 Penalty: 5534.087891
	Iteration 77Q: 3 clusters Score -5685844 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65882 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -5685839.000000 Penalty: 5534.087891
	Iteration 78Q: 3 clusters Score -5685839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65886 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -5685844.500000 Penalty: 5534.087891
	Iteration 79Q: 3 clusters Score -5685844 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65896 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -5685836.500000 Penalty: 5534.087891
	Iteration 80F: 3 clusters Score -5685836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65906 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -5685839.000000 Penalty: 5534.087891
	Iteration 81Q: 3 clusters Score -5685839 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65914 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -5685842.500000 Penalty: 5534.087891
	Iteration 82Q: 3 clusters Score -5685842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65917 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -5685846.500000 Penalty: 5534.087891
	Iteration 83Q: 3 clusters Score -5685846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65922 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -5685845.500000 Penalty: 5534.087891
	Iteration 84Q: 3 clusters Score -5685846 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65931 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -5685846.000000 Penalty: 5534.087891
	Iteration 85Q: 3 clusters Score -5685846 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65940 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -5685839.500000 Penalty: 5534.087891
	Iteration 86Q: 3 clusters Score -5685840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65947 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -5685841.500000 Penalty: 5534.087891
	Iteration 87Q: 3 clusters Score -5685842 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65963 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -5685852.500000 Penalty: 5534.087891
	Iteration 88Q: 3 clusters Score -5685852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65972 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -5685848.500000 Penalty: 5534.087891
	Iteration 89Q: 3 clusters Score -5685848 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65983 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -5685842.500000 Penalty: 5534.087891
	Iteration 90Q: 3 clusters Score -5685842 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65995 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -5685851.000000 Penalty: 5534.087891
	Iteration 91Q: 3 clusters Score -5685851 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66014 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -5685848.500000 Penalty: 5534.087891
	Iteration 92Q: 3 clusters Score -5685848 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66027 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -5685847.000000 Penalty: 5534.087891
	Iteration 93Q: 3 clusters Score -5685847 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66047 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -5685849.000000 Penalty: 5534.087891
	Iteration 94Q: 3 clusters Score -5685849 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66067 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -5685848.500000 Penalty: 5534.087891
	Iteration 95Q: 3 clusters Score -5685848 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66086 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -5685844.500000 Penalty: 5534.087891
	Iteration 96Q: 3 clusters Score -5685844 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66097 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -5685849.500000 Penalty: 5534.087891
	Iteration 97Q: 3 clusters Score -5685850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66102 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -5685837.500000 Penalty: 5534.087891
	Iteration 98Q: 3 clusters Score -5685838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66107 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -5685840.000000 Penalty: 5534.087891
	Iteration 99Q: 3 clusters Score -5685840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66107 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -5685840.000000 Penalty: 5534.087891
	Iteration 100F: 3 clusters Score -5685840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (8993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Entering Unmasked Estep 
Score: -662414.375000 Penalty: 2257.842041
	Iteration 0F: 2 clusters Score -662414.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -655448.062500 Penalty: 4515.684082
	Iteration 0F: 3 clusters Score -655448.1 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -657590.875000 Penalty: 4515.684082
	Iteration 1F: 3 clusters Score -657590.9 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -658091.125000 Penalty: 4515.684082
	Iteration 2F: 3 clusters Score -658091.1 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -658567.750000 Penalty: 4515.684082
	Iteration 3F: 3 clusters Score -658567.8 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -659015.437500 Penalty: 4515.684082
	Iteration 4F: 3 clusters Score -659015.4 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -659481.687500 Penalty: 4515.684082
	Iteration 5F: 3 clusters Score -659481.7 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -659941.375000 Penalty: 4515.684082
	Iteration 6F: 3 clusters Score -659941.4 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -660364.187500 Penalty: 4515.684082
	Iteration 7F: 3 clusters Score -660364.2 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -660682.437500 Penalty: 4515.684082
	Iteration 8Q: 3 clusters Score -660682.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -660903.000000 Penalty: 4515.684082
	Iteration 9Q: 3 clusters Score -660903 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -661071.562500 Penalty: 4515.684082
	Iteration 10Q: 3 clusters Score -661071.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -661201.375000 Penalty: 4515.684082
	Iteration 11Q: 3 clusters Score -661201.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -661301.937500 Penalty: 4515.684082
	Iteration 12Q: 3 clusters Score -661301.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -661366.687500 Penalty: 4515.684082
	Iteration 13Q: 3 clusters Score -661366.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -661429.937500 Penalty: 4515.684082
	Iteration 14Q: 3 clusters Score -661429.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -661495.062500 Penalty: 4515.684082
	Iteration 15Q: 3 clusters Score -661495.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -661572.437500 Penalty: 4515.684082
	Iteration 16Q: 3 clusters Score -661572.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -661667.812500 Penalty: 4515.684082
	Iteration 17Q: 3 clusters Score -661667.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -661779.000000 Penalty: 4515.684082
	Iteration 18Q: 3 clusters Score -661779 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -661941.812500 Penalty: 4515.684082
	Iteration 19Q: 3 clusters Score -661941.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -662192.625000 Penalty: 4515.684082
	Iteration 20F: 3 clusters Score -662192.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -662434.000000 Penalty: 4515.684082
	Iteration 21Q: 3 clusters Score -662434 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -662605.062500 Penalty: 4515.684082
	Iteration 22Q: 3 clusters Score -662605.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -662714.875000 Penalty: 4515.684082
	Iteration 23Q: 3 clusters Score -662714.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -662798.562500 Penalty: 4515.684082
	Iteration 24Q: 3 clusters Score -662798.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -662866.375000 Penalty: 4515.684082
	Iteration 25Q: 3 clusters Score -662866.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -662919.375000 Penalty: 4515.684082
	Iteration 26Q: 3 clusters Score -662919.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -662958.000000 Penalty: 4515.684082
	Iteration 27Q: 3 clusters Score -662958 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -662980.875000 Penalty: 4515.684082
	Iteration 28Q: 3 clusters Score -662980.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -663010.562500 Penalty: 4515.684082
	Iteration 29Q: 3 clusters Score -663010.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -663040.187500 Penalty: 4515.684082
	Iteration 30Q: 3 clusters Score -663040.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -663054.687500 Penalty: 4515.684082
	Iteration 31Q: 3 clusters Score -663054.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -663066.875000 Penalty: 4515.684082
	Iteration 32Q: 3 clusters Score -663066.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -663076.812500 Penalty: 4515.684082
	Iteration 33Q: 3 clusters Score -663076.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -663086.937500 Penalty: 4515.684082
	Iteration 34Q: 3 clusters Score -663086.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -663093.375000 Penalty: 4515.684082
	Iteration 35Q: 3 clusters Score -663093.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -663097.750000 Penalty: 4515.684082
	Iteration 36Q: 3 clusters Score -663097.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -663102.500000 Penalty: 4515.684082
	Iteration 37Q: 3 clusters Score -663102.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -663106.187500 Penalty: 4515.684082
	Iteration 38Q: 3 clusters Score -663106.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -663111.312500 Penalty: 4515.684082
	Iteration 39Q: 3 clusters Score -663111.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -663133.937500 Penalty: 4515.684082
	Iteration 40F: 3 clusters Score -663133.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -663146.562500 Penalty: 4515.684082
	Iteration 41Q: 3 clusters Score -663146.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -663150.562500 Penalty: 4515.684082
	Iteration 42Q: 3 clusters Score -663150.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -663151.562500 Penalty: 4515.684082
	Iteration 43Q: 3 clusters Score -663151.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -663151.000000 Penalty: 4515.684082
	Iteration 44Q: 3 clusters Score -663151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -663150.812500 Penalty: 4515.684082
	Iteration 45Q: 3 clusters Score -663150.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -663150.937500 Penalty: 4515.684082
	Iteration 46Q: 3 clusters Score -663150.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -663150.875000 Penalty: 4515.684082
	Iteration 47Q: 3 clusters Score -663150.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -663151.500000 Penalty: 4515.684082
	Iteration 48Q: 3 clusters Score -663151.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -663151.875000 Penalty: 4515.684082
	Iteration 49Q: 3 clusters Score -663151.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -663152.250000 Penalty: 4515.684082
	Iteration 50Q: 3 clusters Score -663152.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -663152.875000 Penalty: 4515.684082
	Iteration 51Q: 3 clusters Score -663152.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -663152.875000 Penalty: 4515.684082
	Iteration 52F: 3 clusters Score -663152.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75775 members 
Mstep: Class 2 contains 24534 members 
Mstep: Class 3 contains 3383 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 59998 members 
Mstep: Class 6 contains 154308 members 
Mstep: Class 7 contains 8611 members 
Mstep: Class 8 contains 8410 members 
Mstep: Class 9 contains 75315 members 
Mstep: Class 10 contains 60858 members 
Mstep: Class 11 contains 6643 members 
Mstep: Class 12 contains 62821 members 
Mstep: Class 13 contains 5937 members 
Mstep: Class 14 contains 18870 members 
Mstep: Class 15 contains 17596 members 
Mstep: Class 16 contains 14934 members 
Mstep: Class 17 contains 36997 members 
Mstep: Class 18 contains 5193 members 
Mstep: Class 19 contains 5654 members 
Mstep: Class 20 contains 11484 members 
Mstep: Class 21 contains 11009 members 
Mstep: Class 22 contains 9924 members 
Mstep: Class 23 contains 29158 members 
Mstep: Class 24 contains 578067 members 
Mstep: Class 25 contains 66624 members 
Mstep: Class 26 contains 7115 members 
Mstep: Class 27 contains 3299 members 
Mstep: Class 28 contains 70083 members 
Mstep: Class 29 contains 2601 members 
Mstep: Class 30 contains 14983 members 
Mstep: Class 31 contains 2943 members 
Mstep: Class 32 contains 6392 members 
Entering Unmasked Estep 
Score: -111976712.000000 Penalty: 112659.960938
Splitting cluster 29 changes total score from -111977336.000000 to -111976712.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (14983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Entering Unmasked Estep 
Score: -1237003.000000 Penalty: 2384.438477
	Iteration 0F: 2 clusters Score -1237003 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -1226102.500000 Penalty: 4768.876953
	Iteration 0F: 3 clusters Score -1226102 nChanged 6479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1229701.875000 Penalty: 4768.876953
	Iteration 1F: 3 clusters Score -1229702 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -1230143.875000 Penalty: 4768.876953
	Iteration 2F: 3 clusters Score -1230144 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -1230526.000000 Penalty: 4768.876953
	Iteration 3F: 3 clusters Score -1230526 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -1230898.000000 Penalty: 4768.876953
	Iteration 4Q: 3 clusters Score -1230898 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -1231303.750000 Penalty: 4768.876953
	Iteration 5Q: 3 clusters Score -1231304 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -1231756.000000 Penalty: 4768.876953
	Iteration 6F: 3 clusters Score -1231756 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -1232241.625000 Penalty: 4768.876953
	Iteration 7Q: 3 clusters Score -1232242 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -1232793.500000 Penalty: 4768.876953
	Iteration 8F: 3 clusters Score -1232794 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -1233418.625000 Penalty: 4768.876953
	Iteration 9F: 3 clusters Score -1233419 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 13385 members 
Entering Unmasked Estep 
Score: -1233981.375000 Penalty: 4768.876953
	Iteration 10Q: 3 clusters Score -1233981 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -1234415.500000 Penalty: 4768.876953
	Iteration 11Q: 3 clusters Score -1234416 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -1234709.250000 Penalty: 4768.876953
	Iteration 12Q: 3 clusters Score -1234709 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -1234902.875000 Penalty: 4768.876953
	Iteration 13Q: 3 clusters Score -1234903 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -1235032.375000 Penalty: 4768.876953
	Iteration 14Q: 3 clusters Score -1235032 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -1235114.125000 Penalty: 4768.876953
	Iteration 15Q: 3 clusters Score -1235114 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -1235171.375000 Penalty: 4768.876953
	Iteration 16Q: 3 clusters Score -1235171 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 14440 members 
Entering Unmasked Estep 
Score: -1235215.125000 Penalty: 4768.876953
	Iteration 17Q: 3 clusters Score -1235215 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -1235250.000000 Penalty: 4768.876953
	Iteration 18Q: 3 clusters Score -1235250 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -1235281.125000 Penalty: 4768.876953
	Iteration 19Q: 3 clusters Score -1235281 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -1235338.875000 Penalty: 4768.876953
	Iteration 20F: 3 clusters Score -1235339 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -1235374.625000 Penalty: 4768.876953
	Iteration 21Q: 3 clusters Score -1235375 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -1235401.625000 Penalty: 4768.876953
	Iteration 22Q: 3 clusters Score -1235402 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -1235418.250000 Penalty: 4768.876953
	Iteration 23Q: 3 clusters Score -1235418 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -1235440.500000 Penalty: 4768.876953
	Iteration 24Q: 3 clusters Score -1235440 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -1235448.000000 Penalty: 4768.876953
	Iteration 25Q: 3 clusters Score -1235448 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -1235457.750000 Penalty: 4768.876953
	Iteration 26Q: 3 clusters Score -1235458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -1235460.875000 Penalty: 4768.876953
	Iteration 27Q: 3 clusters Score -1235461 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -1235461.750000 Penalty: 4768.876953
	Iteration 28Q: 3 clusters Score -1235462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -1235469.250000 Penalty: 4768.876953
	Iteration 29Q: 3 clusters Score -1235469 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -1235476.875000 Penalty: 4768.876953
	Iteration 30Q: 3 clusters Score -1235477 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -1235481.625000 Penalty: 4768.876953
	Iteration 31Q: 3 clusters Score -1235482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -1235487.000000 Penalty: 4768.876953
	Iteration 32Q: 3 clusters Score -1235487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -1235487.750000 Penalty: 4768.876953
	Iteration 33Q: 3 clusters Score -1235488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -1235487.625000 Penalty: 4768.876953
	Iteration 34Q: 3 clusters Score -1235488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -1235487.625000 Penalty: 4768.876953
	Iteration 35F: 3 clusters Score -1235488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Entering Unmasked Estep 
Score: -184321.015625 Penalty: 1980.821777
	Iteration 0F: 2 clusters Score -184321 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -181148.484375 Penalty: 3961.643555
	Iteration 0F: 3 clusters Score -181148.5 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -181986.390625 Penalty: 3961.643555
	Iteration 1F: 3 clusters Score -181986.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -182299.671875 Penalty: 3961.643555
	Iteration 2F: 3 clusters Score -182299.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -182529.296875 Penalty: 3961.643555
	Iteration 3F: 3 clusters Score -182529.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -182688.671875 Penalty: 3961.643555
	Iteration 4F: 3 clusters Score -182688.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -182806.968750 Penalty: 3961.643555
	Iteration 5Q: 3 clusters Score -182807 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -182896.406250 Penalty: 3961.643555
	Iteration 6Q: 3 clusters Score -182896.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -182966.234375 Penalty: 3961.643555
	Iteration 7Q: 3 clusters Score -182966.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -183017.421875 Penalty: 3961.643555
	Iteration 8Q: 3 clusters Score -183017.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -183046.109375 Penalty: 3961.643555
	Iteration 9Q: 3 clusters Score -183046.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -183067.218750 Penalty: 3961.643555
	Iteration 10Q: 3 clusters Score -183067.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -183104.921875 Penalty: 3961.643555
	Iteration 11Q: 3 clusters Score -183104.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -183140.312500 Penalty: 3961.643555
	Iteration 12Q: 3 clusters Score -183140.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -183162.328125 Penalty: 3961.643555
	Iteration 13Q: 3 clusters Score -183162.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -183180.234375 Penalty: 3961.643555
	Iteration 14Q: 3 clusters Score -183180.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -183188.375000 Penalty: 3961.643555
	Iteration 15Q: 3 clusters Score -183188.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -183196.078125 Penalty: 3961.643555
	Iteration 16Q: 3 clusters Score -183196.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -183201.093750 Penalty: 3961.643555
	Iteration 17Q: 3 clusters Score -183201.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -183202.515625 Penalty: 3961.643555
	Iteration 18Q: 3 clusters Score -183202.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -183206.015625 Penalty: 3961.643555
	Iteration 19Q: 3 clusters Score -183206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -183208.171875 Penalty: 3961.643555
	Iteration 20F: 3 clusters Score -183208.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -183209.968750 Penalty: 3961.643555
	Iteration 21Q: 3 clusters Score -183210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -183209.968750 Penalty: 3961.643555
	Iteration 22F: 3 clusters Score -183210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75775 members 
Mstep: Class 2 contains 24534 members 
Mstep: Class 3 contains 3383 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 59998 members 
Mstep: Class 6 contains 154308 members 
Mstep: Class 7 contains 8611 members 
Mstep: Class 8 contains 8410 members 
Mstep: Class 9 contains 75315 members 
Mstep: Class 10 contains 60858 members 
Mstep: Class 11 contains 6643 members 
Mstep: Class 12 contains 62821 members 
Mstep: Class 13 contains 5937 members 
Mstep: Class 14 contains 18870 members 
Mstep: Class 15 contains 17596 members 
Mstep: Class 16 contains 14934 members 
Mstep: Class 17 contains 36997 members 
Mstep: Class 18 contains 5193 members 
Mstep: Class 19 contains 5654 members 
Mstep: Class 20 contains 11484 members 
Mstep: Class 21 contains 11009 members 
Mstep: Class 22 contains 9924 members 
Mstep: Class 23 contains 29158 members 
Mstep: Class 24 contains 578067 members 
Mstep: Class 25 contains 66624 members 
Mstep: Class 26 contains 7115 members 
Mstep: Class 27 contains 3299 members 
Mstep: Class 28 contains 70083 members 
Mstep: Class 29 contains 8993 members 
Mstep: Class 30 contains 14983 members 
Mstep: Class 31 contains 2943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977184.000000 Penalty: 109139.343750
Iteration 119Q: 32 clusters Score -1.119772e+08 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75776 members 
Mstep: Class 2 contains 24522 members 
Mstep: Class 3 contains 3387 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 60410 members 
Mstep: Class 6 contains 154309 members 
Mstep: Class 7 contains 8611 members 
Mstep: Class 8 contains 8411 members 
Mstep: Class 9 contains 75321 members 
Mstep: Class 10 contains 61000 members 
Mstep: Class 11 contains 6643 members 
Mstep: Class 12 contains 62725 members 
Mstep: Class 13 contains 5934 members 
Mstep: Class 14 contains 18886 members 
Mstep: Class 15 contains 17591 members 
Mstep: Class 16 contains 14923 members 
Mstep: Class 17 contains 37032 members 
Mstep: Class 18 contains 5172 members 
Mstep: Class 19 contains 5654 members 
Mstep: Class 20 contains 11484 members 
Mstep: Class 21 contains 11004 members 
Mstep: Class 22 contains 9925 members 
Mstep: Class 23 contains 29154 members 
Mstep: Class 24 contains 577608 members 
Mstep: Class 25 contains 66588 members 
Mstep: Class 26 contains 7117 members 
Mstep: Class 27 contains 3299 members 
Mstep: Class 28 contains 70100 members 
Mstep: Class 29 contains 8993 members 
Mstep: Class 30 contains 14997 members 
Mstep: Class 31 contains 2943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977440.000000 Penalty: 109139.343750
Iteration 120F: 32 clusters Score -1.119774e+08 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75774 members 
Mstep: Class 2 contains 24515 members 
Mstep: Class 3 contains 3388 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 60800 members 
Mstep: Class 6 contains 154312 members 
Mstep: Class 7 contains 8611 members 
Mstep: Class 8 contains 8411 members 
Mstep: Class 9 contains 75334 members 
Mstep: Class 10 contains 61129 members 
Mstep: Class 11 contains 6641 members 
Mstep: Class 12 contains 62612 members 
Mstep: Class 13 contains 5930 members 
Mstep: Class 14 contains 18911 members 
Mstep: Class 15 contains 17589 members 
Mstep: Class 16 contains 14917 members 
Mstep: Class 17 contains 37066 members 
Mstep: Class 18 contains 5151 members 
Mstep: Class 19 contains 5654 members 
Mstep: Class 20 contains 11484 members 
Mstep: Class 21 contains 10995 members 
Mstep: Class 22 contains 9925 members 
Mstep: Class 23 contains 29147 members 
Mstep: Class 24 contains 577201 members 
Mstep: Class 25 contains 66551 members 
Mstep: Class 26 contains 7112 members 
Mstep: Class 27 contains 3300 members 
Mstep: Class 28 contains 70104 members 
Mstep: Class 29 contains 8993 members 
Mstep: Class 30 contains 15017 members 
Mstep: Class 31 contains 2945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977464.000000 Penalty: 109139.343750
Iteration 121Q: 32 clusters Score -1.119775e+08 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75775 members 
Mstep: Class 2 contains 24514 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 61164 members 
Mstep: Class 6 contains 154317 members 
Mstep: Class 7 contains 8611 members 
Mstep: Class 8 contains 8411 members 
Mstep: Class 9 contains 75339 members 
Mstep: Class 10 contains 61240 members 
Mstep: Class 11 contains 6642 members 
Mstep: Class 12 contains 62527 members 
Mstep: Class 13 contains 5926 members 
Mstep: Class 14 contains 18926 members 
Mstep: Class 15 contains 17583 members 
Mstep: Class 16 contains 14914 members 
Mstep: Class 17 contains 37095 members 
Mstep: Class 18 contains 5127 members 
Mstep: Class 19 contains 5652 members 
Mstep: Class 20 contains 11484 members 
Mstep: Class 21 contains 10986 members 
Mstep: Class 22 contains 9926 members 
Mstep: Class 23 contains 29130 members 
Mstep: Class 24 contains 576840 members 
Mstep: Class 25 contains 66512 members 
Mstep: Class 26 contains 7108 members 
Mstep: Class 27 contains 3301 members 
Mstep: Class 28 contains 70107 members 
Mstep: Class 29 contains 8992 members 
Mstep: Class 30 contains 15035 members 
Mstep: Class 31 contains 2945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977400.000000 Penalty: 109139.343750
Iteration 122Q: 32 clusters Score -1.119774e+08 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75774 members 
Mstep: Class 2 contains 24510 members 
Mstep: Class 3 contains 3391 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 61524 members 
Mstep: Class 6 contains 154314 members 
Mstep: Class 7 contains 8611 members 
Mstep: Class 8 contains 8411 members 
Mstep: Class 9 contains 75343 members 
Mstep: Class 10 contains 61346 members 
Mstep: Class 11 contains 6642 members 
Mstep: Class 12 contains 62428 members 
Mstep: Class 13 contains 5925 members 
Mstep: Class 14 contains 18947 members 
Mstep: Class 15 contains 17580 members 
Mstep: Class 16 contains 14920 members 
Mstep: Class 17 contains 37135 members 
Mstep: Class 18 contains 5110 members 
Mstep: Class 19 contains 5655 members 
Mstep: Class 20 contains 11484 members 
Mstep: Class 21 contains 10971 members 
Mstep: Class 22 contains 9926 members 
Mstep: Class 23 contains 29120 members 
Mstep: Class 24 contains 576471 members 
Mstep: Class 25 contains 66476 members 
Mstep: Class 26 contains 7108 members 
Mstep: Class 27 contains 3301 members 
Mstep: Class 28 contains 70110 members 
Mstep: Class 29 contains 8992 members 
Mstep: Class 30 contains 15048 members 
Mstep: Class 31 contains 2946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977544.000000 Penalty: 109139.343750
Iteration 123Q: 32 clusters Score -1.119775e+08 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75766 members 
Mstep: Class 2 contains 24504 members 
Mstep: Class 3 contains 3393 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 61852 members 
Mstep: Class 6 contains 154317 members 
Mstep: Class 7 contains 8611 members 
Mstep: Class 8 contains 8411 members 
Mstep: Class 9 contains 75352 members 
Mstep: Class 10 contains 61448 members 
Mstep: Class 11 contains 6642 members 
Mstep: Class 12 contains 62336 members 
Mstep: Class 13 contains 5920 members 
Mstep: Class 14 contains 18974 members 
Mstep: Class 15 contains 17582 members 
Mstep: Class 16 contains 14927 members 
Mstep: Class 17 contains 37176 members 
Mstep: Class 18 contains 5089 members 
Mstep: Class 19 contains 5657 members 
Mstep: Class 20 contains 11484 members 
Mstep: Class 21 contains 10959 members 
Mstep: Class 22 contains 9925 members 
Mstep: Class 23 contains 29108 members 
Mstep: Class 24 contains 576121 members 
Mstep: Class 25 contains 66443 members 
Mstep: Class 26 contains 7102 members 
Mstep: Class 27 contains 3303 members 
Mstep: Class 28 contains 70118 members 
Mstep: Class 29 contains 8991 members 
Mstep: Class 30 contains 15061 members 
Mstep: Class 31 contains 2947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977512.000000 Penalty: 109139.343750
Iteration 124Q: 32 clusters Score -1.119775e+08 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75761 members 
Mstep: Class 2 contains 24502 members 
Mstep: Class 3 contains 3394 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 62156 members 
Mstep: Class 6 contains 154312 members 
Mstep: Class 7 contains 8611 members 
Mstep: Class 8 contains 8411 members 
Mstep: Class 9 contains 75370 members 
Mstep: Class 10 contains 61552 members 
Mstep: Class 11 contains 6642 members 
Mstep: Class 12 contains 62230 members 
Mstep: Class 13 contains 5917 members 
Mstep: Class 14 contains 19007 members 
Mstep: Class 15 contains 17573 members 
Mstep: Class 16 contains 14927 members 
Mstep: Class 17 contains 37206 members 
Mstep: Class 18 contains 5070 members 
Mstep: Class 19 contains 5659 members 
Mstep: Class 20 contains 11484 members 
Mstep: Class 21 contains 10947 members 
Mstep: Class 22 contains 9925 members 
Mstep: Class 23 contains 29112 members 
Mstep: Class 24 contains 575801 members 
Mstep: Class 25 contains 66413 members 
Mstep: Class 26 contains 7103 members 
Mstep: Class 27 contains 3303 members 
Mstep: Class 28 contains 70123 members 
Mstep: Class 29 contains 8990 members 
Mstep: Class 30 contains 15071 members 
Mstep: Class 31 contains 2947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977584.000000 Penalty: 109139.343750
Iteration 125Q: 32 clusters Score -1.119776e+08 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75757 members 
Mstep: Class 2 contains 24499 members 
Mstep: Class 3 contains 3395 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 62456 members 
Mstep: Class 6 contains 154305 members 
Mstep: Class 7 contains 8611 members 
Mstep: Class 8 contains 8411 members 
Mstep: Class 9 contains 75382 members 
Mstep: Class 10 contains 61651 members 
Mstep: Class 11 contains 6642 members 
Mstep: Class 12 contains 62139 members 
Mstep: Class 13 contains 5916 members 
Mstep: Class 14 contains 19030 members 
Mstep: Class 15 contains 17568 members 
Mstep: Class 16 contains 14926 members 
Mstep: Class 17 contains 37233 members 
Mstep: Class 18 contains 5041 members 
Mstep: Class 19 contains 5659 members 
Mstep: Class 20 contains 11484 members 
Mstep: Class 21 contains 10931 members 
Mstep: Class 22 contains 9925 members 
Mstep: Class 23 contains 29108 members 
Mstep: Class 24 contains 575510 members 
Mstep: Class 25 contains 66376 members 
Mstep: Class 26 contains 7111 members 
Mstep: Class 27 contains 3305 members 
Mstep: Class 28 contains 70126 members 
Mstep: Class 29 contains 8991 members 
Mstep: Class 30 contains 15084 members 
Mstep: Class 31 contains 2947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977584.000000 Penalty: 109139.343750
Iteration 126Q: 32 clusters Score -1.119776e+08 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75755 members 
Mstep: Class 2 contains 24492 members 
Mstep: Class 3 contains 3397 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 62749 members 
Mstep: Class 6 contains 154310 members 
Mstep: Class 7 contains 8611 members 
Mstep: Class 8 contains 8410 members 
Mstep: Class 9 contains 75401 members 
Mstep: Class 10 contains 61743 members 
Mstep: Class 11 contains 6642 members 
Mstep: Class 12 contains 62064 members 
Mstep: Class 13 contains 5914 members 
Mstep: Class 14 contains 19057 members 
Mstep: Class 15 contains 17562 members 
Mstep: Class 16 contains 14919 members 
Mstep: Class 17 contains 37257 members 
Mstep: Class 18 contains 5010 members 
Mstep: Class 19 contains 5659 members 
Mstep: Class 20 contains 11485 members 
Mstep: Class 21 contains 10907 members 
Mstep: Class 22 contains 9925 members 
Mstep: Class 23 contains 29118 members 
Mstep: Class 24 contains 575223 members 
Mstep: Class 25 contains 66338 members 
Mstep: Class 26 contains 7106 members 
Mstep: Class 27 contains 3306 members 
Mstep: Class 28 contains 70124 members 
Mstep: Class 29 contains 8990 members 
Mstep: Class 30 contains 15098 members 
Mstep: Class 31 contains 2947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977624.000000 Penalty: 109139.343750
Iteration 127Q: 32 clusters Score -1.119776e+08 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75756 members 
Mstep: Class 2 contains 24490 members 
Mstep: Class 3 contains 3398 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 63037 members 
Mstep: Class 6 contains 154309 members 
Mstep: Class 7 contains 8611 members 
Mstep: Class 8 contains 8409 members 
Mstep: Class 9 contains 75418 members 
Mstep: Class 10 contains 61848 members 
Mstep: Class 11 contains 6641 members 
Mstep: Class 12 contains 61988 members 
Mstep: Class 13 contains 5912 members 
Mstep: Class 14 contains 19091 members 
Mstep: Class 15 contains 17564 members 
Mstep: Class 16 contains 14909 members 
Mstep: Class 17 contains 37280 members 
Mstep: Class 18 contains 4971 members 
Mstep: Class 19 contains 5658 members 
Mstep: Class 20 contains 11485 members 
Mstep: Class 21 contains 10894 members 
Mstep: Class 22 contains 9925 members 
Mstep: Class 23 contains 29122 members 
Mstep: Class 24 contains 574916 members 
Mstep: Class 25 contains 66302 members 
Mstep: Class 26 contains 7103 members 
Mstep: Class 27 contains 3307 members 
Mstep: Class 28 contains 70126 members 
Mstep: Class 29 contains 8990 members 
Mstep: Class 30 contains 15112 members 
Mstep: Class 31 contains 2947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977464.000000 Penalty: 109139.343750
Iteration 128Q: 32 clusters Score -1.119775e+08 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75755 members 
Mstep: Class 2 contains 24490 members 
Mstep: Class 3 contains 3397 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 63309 members 
Mstep: Class 6 contains 154305 members 
Mstep: Class 7 contains 8611 members 
Mstep: Class 8 contains 8409 members 
Mstep: Class 9 contains 75428 members 
Mstep: Class 10 contains 61952 members 
Mstep: Class 11 contains 6642 members 
Mstep: Class 12 contains 61919 members 
Mstep: Class 13 contains 5909 members 
Mstep: Class 14 contains 19123 members 
Mstep: Class 15 contains 17560 members 
Mstep: Class 16 contains 14905 members 
Mstep: Class 17 contains 37301 members 
Mstep: Class 18 contains 4946 members 
Mstep: Class 19 contains 5659 members 
Mstep: Class 20 contains 11486 members 
Mstep: Class 21 contains 10882 members 
Mstep: Class 22 contains 9926 members 
Mstep: Class 23 contains 29122 members 
Mstep: Class 24 contains 574604 members 
Mstep: Class 25 contains 66277 members 
Mstep: Class 26 contains 7098 members 
Mstep: Class 27 contains 3307 members 
Mstep: Class 28 contains 70135 members 
Mstep: Class 29 contains 8989 members 
Mstep: Class 30 contains 15127 members 
Mstep: Class 31 contains 2946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977552.000000 Penalty: 109139.343750
Iteration 129Q: 32 clusters Score -1.119776e+08 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75750 members 
Mstep: Class 2 contains 24485 members 
Mstep: Class 3 contains 3396 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 63588 members 
Mstep: Class 6 contains 154301 members 
Mstep: Class 7 contains 8611 members 
Mstep: Class 8 contains 8409 members 
Mstep: Class 9 contains 75445 members 
Mstep: Class 10 contains 62025 members 
Mstep: Class 11 contains 6642 members 
Mstep: Class 12 contains 61853 members 
Mstep: Class 13 contains 5907 members 
Mstep: Class 14 contains 19154 members 
Mstep: Class 15 contains 17558 members 
Mstep: Class 16 contains 14906 members 
Mstep: Class 17 contains 37320 members 
Mstep: Class 18 contains 4921 members 
Mstep: Class 19 contains 5660 members 
Mstep: Class 20 contains 11486 members 
Mstep: Class 21 contains 10871 members 
Mstep: Class 22 contains 9926 members 
Mstep: Class 23 contains 29118 members 
Mstep: Class 24 contains 574317 members 
Mstep: Class 25 contains 66252 members 
Mstep: Class 26 contains 7095 members 
Mstep: Class 27 contains 3307 members 
Mstep: Class 28 contains 70143 members 
Mstep: Class 29 contains 8990 members 
Mstep: Class 30 contains 15136 members 
Mstep: Class 31 contains 2947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977584.000000 Penalty: 109139.343750
Iteration 130Q: 32 clusters Score -1.119776e+08 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75744 members 
Mstep: Class 2 contains 24484 members 
Mstep: Class 3 contains 3395 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 63859 members 
Mstep: Class 6 contains 154298 members 
Mstep: Class 7 contains 8611 members 
Mstep: Class 8 contains 8409 members 
Mstep: Class 9 contains 75456 members 
Mstep: Class 10 contains 62096 members 
Mstep: Class 11 contains 6640 members 
Mstep: Class 12 contains 61793 members 
Mstep: Class 13 contains 5905 members 
Mstep: Class 14 contains 19178 members 
Mstep: Class 15 contains 17558 members 
Mstep: Class 16 contains 14904 members 
Mstep: Class 17 contains 37337 members 
Mstep: Class 18 contains 4892 members 
Mstep: Class 19 contains 5659 members 
Mstep: Class 20 contains 11486 members 
Mstep: Class 21 contains 10863 members 
Mstep: Class 22 contains 9925 members 
Mstep: Class 23 contains 29119 members 
Mstep: Class 24 contains 574049 members 
Mstep: Class 25 contains 66230 members 
Mstep: Class 26 contains 7092 members 
Mstep: Class 27 contains 3307 members 
Mstep: Class 28 contains 70147 members 
Mstep: Class 29 contains 8990 members 
Mstep: Class 30 contains 15145 members 
Mstep: Class 31 contains 2948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977696.000000 Penalty: 109139.343750
Iteration 131Q: 32 clusters Score -1.119777e+08 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75737 members 
Mstep: Class 2 contains 24487 members 
Mstep: Class 3 contains 3395 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 64119 members 
Mstep: Class 6 contains 154296 members 
Mstep: Class 7 contains 8611 members 
Mstep: Class 8 contains 8409 members 
Mstep: Class 9 contains 75458 members 
Mstep: Class 10 contains 62175 members 
Mstep: Class 11 contains 6639 members 
Mstep: Class 12 contains 61737 members 
Mstep: Class 13 contains 5902 members 
Mstep: Class 14 contains 19190 members 
Mstep: Class 15 contains 17557 members 
Mstep: Class 16 contains 14905 members 
Mstep: Class 17 contains 37357 members 
Mstep: Class 18 contains 4871 members 
Mstep: Class 19 contains 5658 members 
Mstep: Class 20 contains 11486 members 
Mstep: Class 21 contains 10853 members 
Mstep: Class 22 contains 9926 members 
Mstep: Class 23 contains 29112 members 
Mstep: Class 24 contains 573792 members 
Mstep: Class 25 contains 66203 members 
Mstep: Class 26 contains 7089 members 
Mstep: Class 27 contains 3309 members 
Mstep: Class 28 contains 70153 members 
Mstep: Class 29 contains 8990 members 
Mstep: Class 30 contains 15156 members 
Mstep: Class 31 contains 2947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977632.000000 Penalty: 109139.343750
Iteration 132Q: 32 clusters Score -1.119776e+08 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75729 members 
Mstep: Class 2 contains 24489 members 
Mstep: Class 3 contains 3394 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 64340 members 
Mstep: Class 6 contains 154294 members 
Mstep: Class 7 contains 8611 members 
Mstep: Class 8 contains 8409 members 
Mstep: Class 9 contains 75467 members 
Mstep: Class 10 contains 62251 members 
Mstep: Class 11 contains 6638 members 
Mstep: Class 12 contains 61692 members 
Mstep: Class 13 contains 5900 members 
Mstep: Class 14 contains 19205 members 
Mstep: Class 15 contains 17557 members 
Mstep: Class 16 contains 14907 members 
Mstep: Class 17 contains 37374 members 
Mstep: Class 18 contains 4844 members 
Mstep: Class 19 contains 5659 members 
Mstep: Class 20 contains 11487 members 
Mstep: Class 21 contains 10850 members 
Mstep: Class 22 contains 9929 members 
Mstep: Class 23 contains 29106 members 
Mstep: Class 24 contains 573551 members 
Mstep: Class 25 contains 66176 members 
Mstep: Class 26 contains 7086 members 
Mstep: Class 27 contains 3310 members 
Mstep: Class 28 contains 70157 members 
Mstep: Class 29 contains 8990 members 
Mstep: Class 30 contains 15170 members 
Mstep: Class 31 contains 2947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977600.000000 Penalty: 109139.343750
Iteration 133Q: 32 clusters Score -1.119776e+08 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75724 members 
Mstep: Class 2 contains 24486 members 
Mstep: Class 3 contains 3395 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 64557 members 
Mstep: Class 6 contains 154291 members 
Mstep: Class 7 contains 8611 members 
Mstep: Class 8 contains 8409 members 
Mstep: Class 9 contains 75471 members 
Mstep: Class 10 contains 62329 members 
Mstep: Class 11 contains 6637 members 
Mstep: Class 12 contains 61636 members 
Mstep: Class 13 contains 5899 members 
Mstep: Class 14 contains 19220 members 
Mstep: Class 15 contains 17556 members 
Mstep: Class 16 contains 14909 members 
Mstep: Class 17 contains 37397 members 
Mstep: Class 18 contains 4830 members 
Mstep: Class 19 contains 5659 members 
Mstep: Class 20 contains 11487 members 
Mstep: Class 21 contains 10848 members 
Mstep: Class 22 contains 9929 members 
Mstep: Class 23 contains 29108 members 
Mstep: Class 24 contains 573311 members 
Mstep: Class 25 contains 66147 members 
Mstep: Class 26 contains 7081 members 
Mstep: Class 27 contains 3312 members 
Mstep: Class 28 contains 70158 members 
Mstep: Class 29 contains 8990 members 
Mstep: Class 30 contains 15185 members 
Mstep: Class 31 contains 2947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977512.000000 Penalty: 109139.343750
Iteration 134Q: 32 clusters Score -1.119775e+08 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75722 members 
Mstep: Class 2 contains 24486 members 
Mstep: Class 3 contains 3396 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 64760 members 
Mstep: Class 6 contains 154290 members 
Mstep: Class 7 contains 8611 members 
Mstep: Class 8 contains 8408 members 
Mstep: Class 9 contains 75475 members 
Mstep: Class 10 contains 62415 members 
Mstep: Class 11 contains 6636 members 
Mstep: Class 12 contains 61591 members 
Mstep: Class 13 contains 5899 members 
Mstep: Class 14 contains 19230 members 
Mstep: Class 15 contains 17555 members 
Mstep: Class 16 contains 14904 members 
Mstep: Class 17 contains 37424 members 
Mstep: Class 18 contains 4818 members 
Mstep: Class 19 contains 5659 members 
Mstep: Class 20 contains 11486 members 
Mstep: Class 21 contains 10842 members 
Mstep: Class 22 contains 9929 members 
Mstep: Class 23 contains 29105 members 
Mstep: Class 24 contains 573071 members 
Mstep: Class 25 contains 66123 members 
Mstep: Class 26 contains 7071 members 
Mstep: Class 27 contains 3314 members 
Mstep: Class 28 contains 70165 members 
Mstep: Class 29 contains 8990 members 
Mstep: Class 30 contains 15197 members 
Mstep: Class 31 contains 2947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977656.000000 Penalty: 109139.343750
Iteration 135Q: 32 clusters Score -1.119777e+08 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75720 members 
Mstep: Class 2 contains 24487 members 
Mstep: Class 3 contains 3395 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 64940 members 
Mstep: Class 6 contains 154290 members 
Mstep: Class 7 contains 8611 members 
Mstep: Class 8 contains 8408 members 
Mstep: Class 9 contains 75481 members 
Mstep: Class 10 contains 62485 members 
Mstep: Class 11 contains 6636 members 
Mstep: Class 12 contains 61544 members 
Mstep: Class 13 contains 5898 members 
Mstep: Class 14 contains 19253 members 
Mstep: Class 15 contains 17553 members 
Mstep: Class 16 contains 14904 members 
Mstep: Class 17 contains 37443 members 
Mstep: Class 18 contains 4803 members 
Mstep: Class 19 contains 5658 members 
Mstep: Class 20 contains 11488 members 
Mstep: Class 21 contains 10833 members 
Mstep: Class 22 contains 9929 members 
Mstep: Class 23 contains 29105 members 
Mstep: Class 24 contains 572872 members 
Mstep: Class 25 contains 66091 members 
Mstep: Class 26 contains 7067 members 
Mstep: Class 27 contains 3316 members 
Mstep: Class 28 contains 70167 members 
Mstep: Class 29 contains 8989 members 
Mstep: Class 30 contains 15206 members 
Mstep: Class 31 contains 2947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977872.000000 Penalty: 109139.343750
Iteration 136Q: 32 clusters Score -1.119779e+08 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75717 members 
Mstep: Class 2 contains 24484 members 
Mstep: Class 3 contains 3394 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 65114 members 
Mstep: Class 6 contains 154292 members 
Mstep: Class 7 contains 8611 members 
Mstep: Class 8 contains 8408 members 
Mstep: Class 9 contains 75476 members 
Mstep: Class 10 contains 62548 members 
Mstep: Class 11 contains 6638 members 
Mstep: Class 12 contains 61507 members 
Mstep: Class 13 contains 5897 members 
Mstep: Class 14 contains 19261 members 
Mstep: Class 15 contains 17550 members 
Mstep: Class 16 contains 14903 members 
Mstep: Class 17 contains 37466 members 
Mstep: Class 18 contains 4793 members 
Mstep: Class 19 contains 5656 members 
Mstep: Class 20 contains 11488 members 
Mstep: Class 21 contains 10822 members 
Mstep: Class 22 contains 9928 members 
Mstep: Class 23 contains 29107 members 
Mstep: Class 24 contains 572712 members 
Mstep: Class 25 contains 66054 members 
Mstep: Class 26 contains 7063 members 
Mstep: Class 27 contains 3315 members 
Mstep: Class 28 contains 70169 members 
Mstep: Class 29 contains 8988 members 
Mstep: Class 30 contains 15209 members 
Mstep: Class 31 contains 2949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977768.000000 Penalty: 109139.343750
Iteration 137Q: 32 clusters Score -1.119778e+08 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75714 members 
Mstep: Class 2 contains 24486 members 
Mstep: Class 3 contains 3395 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 65264 members 
Mstep: Class 6 contains 154294 members 
Mstep: Class 7 contains 8611 members 
Mstep: Class 8 contains 8408 members 
Mstep: Class 9 contains 75484 members 
Mstep: Class 10 contains 62615 members 
Mstep: Class 11 contains 6638 members 
Mstep: Class 12 contains 61471 members 
Mstep: Class 13 contains 5896 members 
Mstep: Class 14 contains 19269 members 
Mstep: Class 15 contains 17547 members 
Mstep: Class 16 contains 14902 members 
Mstep: Class 17 contains 37486 members 
Mstep: Class 18 contains 4786 members 
Mstep: Class 19 contains 5656 members 
Mstep: Class 20 contains 11488 members 
Mstep: Class 21 contains 10813 members 
Mstep: Class 22 contains 9928 members 
Mstep: Class 23 contains 29105 members 
Mstep: Class 24 contains 572531 members 
Mstep: Class 25 contains 66022 members 
Mstep: Class 26 contains 7065 members 
Mstep: Class 27 contains 3315 members 
Mstep: Class 28 contains 70179 members 
Mstep: Class 29 contains 8988 members 
Mstep: Class 30 contains 15214 members 
Mstep: Class 31 contains 2949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977896.000000 Penalty: 109139.343750
Iteration 138Q: 32 clusters Score -1.119779e+08 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75708 members 
Mstep: Class 2 contains 24488 members 
Mstep: Class 3 contains 3396 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 65416 members 
Mstep: Class 6 contains 154291 members 
Mstep: Class 7 contains 8611 members 
Mstep: Class 8 contains 8408 members 
Mstep: Class 9 contains 75490 members 
Mstep: Class 10 contains 62679 members 
Mstep: Class 11 contains 6639 members 
Mstep: Class 12 contains 61441 members 
Mstep: Class 13 contains 5895 members 
Mstep: Class 14 contains 19276 members 
Mstep: Class 15 contains 17542 members 
Mstep: Class 16 contains 14908 members 
Mstep: Class 17 contains 37504 members 
Mstep: Class 18 contains 4775 members 
Mstep: Class 19 contains 5656 members 
Mstep: Class 20 contains 11488 members 
Mstep: Class 21 contains 10808 members 
Mstep: Class 22 contains 9929 members 
Mstep: Class 23 contains 29105 members 
Mstep: Class 24 contains 572364 members 
Mstep: Class 25 contains 65985 members 
Mstep: Class 26 contains 7065 members 
Mstep: Class 27 contains 3315 members 
Mstep: Class 28 contains 70182 members 
Mstep: Class 29 contains 8986 members 
Mstep: Class 30 contains 15220 members 
Mstep: Class 31 contains 2949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977784.000000 Penalty: 109139.343750
Iteration 139Q: 32 clusters Score -1.119778e+08 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75707 members 
Mstep: Class 2 contains 24485 members 
Mstep: Class 3 contains 3396 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 65571 members 
Mstep: Class 6 contains 154284 members 
Mstep: Class 7 contains 8611 members 
Mstep: Class 8 contains 8408 members 
Mstep: Class 9 contains 75491 members 
Mstep: Class 10 contains 62750 members 
Mstep: Class 11 contains 6638 members 
Mstep: Class 12 contains 61408 members 
Mstep: Class 13 contains 5893 members 
Mstep: Class 14 contains 19293 members 
Mstep: Class 15 contains 17540 members 
Mstep: Class 16 contains 14902 members 
Mstep: Class 17 contains 37514 members 
Mstep: Class 18 contains 4762 members 
Mstep: Class 19 contains 5656 members 
Mstep: Class 20 contains 11489 members 
Mstep: Class 21 contains 10809 members 
Mstep: Class 22 contains 9929 members 
Mstep: Class 23 contains 29103 members 
Mstep: Class 24 contains 572179 members 
Mstep: Class 25 contains 65964 members 
Mstep: Class 26 contains 7067 members 
Mstep: Class 27 contains 3315 members 
Mstep: Class 28 contains 70191 members 
Mstep: Class 29 contains 8985 members 
Mstep: Class 30 contains 15229 members 
Mstep: Class 31 contains 2950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977736.000000 Penalty: 109139.343750
Iteration 140F: 32 clusters Score -1.119777e+08 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75704 members 
Mstep: Class 2 contains 24480 members 
Mstep: Class 3 contains 3397 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 65733 members 
Mstep: Class 6 contains 154282 members 
Mstep: Class 7 contains 8611 members 
Mstep: Class 8 contains 8408 members 
Mstep: Class 9 contains 75496 members 
Mstep: Class 10 contains 62799 members 
Mstep: Class 11 contains 6637 members 
Mstep: Class 12 contains 61387 members 
Mstep: Class 13 contains 5892 members 
Mstep: Class 14 contains 19299 members 
Mstep: Class 15 contains 17540 members 
Mstep: Class 16 contains 14897 members 
Mstep: Class 17 contains 37525 members 
Mstep: Class 18 contains 4754 members 
Mstep: Class 19 contains 5657 members 
Mstep: Class 20 contains 11489 members 
Mstep: Class 21 contains 10801 members 
Mstep: Class 22 contains 9929 members 
Mstep: Class 23 contains 29103 members 
Mstep: Class 24 contains 572011 members 
Mstep: Class 25 contains 65937 members 
Mstep: Class 26 contains 7066 members 
Mstep: Class 27 contains 3315 members 
Mstep: Class 28 contains 70200 members 
Mstep: Class 29 contains 8985 members 
Mstep: Class 30 contains 15233 members 
Mstep: Class 31 contains 2952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977856.000000 Penalty: 109139.343750
Iteration 141Q: 32 clusters Score -1.119779e+08 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75700 members 
Mstep: Class 2 contains 24476 members 
Mstep: Class 3 contains 3397 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 65900 members 
Mstep: Class 6 contains 154278 members 
Mstep: Class 7 contains 8611 members 
Mstep: Class 8 contains 8408 members 
Mstep: Class 9 contains 75503 members 
Mstep: Class 10 contains 62844 members 
Mstep: Class 11 contains 6634 members 
Mstep: Class 12 contains 61367 members 
Mstep: Class 13 contains 5892 members 
Mstep: Class 14 contains 19314 members 
Mstep: Class 15 contains 17538 members 
Mstep: Class 16 contains 14883 members 
Mstep: Class 17 contains 37544 members 
Mstep: Class 18 contains 4747 members 
Mstep: Class 19 contains 5657 members 
Mstep: Class 20 contains 11489 members 
Mstep: Class 21 contains 10795 members 
Mstep: Class 22 contains 9930 members 
Mstep: Class 23 contains 29103 members 
Mstep: Class 24 contains 571826 members 
Mstep: Class 25 contains 65912 members 
Mstep: Class 26 contains 7070 members 
Mstep: Class 27 contains 3316 members 
Mstep: Class 28 contains 70211 members 
Mstep: Class 29 contains 8985 members 
Mstep: Class 30 contains 15237 members 
Mstep: Class 31 contains 2952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977928.000000 Penalty: 109139.343750
Iteration 142Q: 32 clusters Score -1.119779e+08 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75697 members 
Mstep: Class 2 contains 24473 members 
Mstep: Class 3 contains 3396 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 66051 members 
Mstep: Class 6 contains 154277 members 
Mstep: Class 7 contains 8611 members 
Mstep: Class 8 contains 8408 members 
Mstep: Class 9 contains 75512 members 
Mstep: Class 10 contains 62888 members 
Mstep: Class 11 contains 6631 members 
Mstep: Class 12 contains 61352 members 
Mstep: Class 13 contains 5892 members 
Mstep: Class 14 contains 19324 members 
Mstep: Class 15 contains 17539 members 
Mstep: Class 16 contains 14872 members 
Mstep: Class 17 contains 37562 members 
Mstep: Class 18 contains 4736 members 
Mstep: Class 19 contains 5657 members 
Mstep: Class 20 contains 11489 members 
Mstep: Class 21 contains 10786 members 
Mstep: Class 22 contains 9931 members 
Mstep: Class 23 contains 29098 members 
Mstep: Class 24 contains 571679 members 
Mstep: Class 25 contains 65878 members 
Mstep: Class 26 contains 7067 members 
Mstep: Class 27 contains 3316 members 
Mstep: Class 28 contains 70220 members 
Mstep: Class 29 contains 8985 members 
Mstep: Class 30 contains 15239 members 
Mstep: Class 31 contains 2953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977904.000000 Penalty: 109139.343750
Iteration 143Q: 32 clusters Score -1.119779e+08 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75692 members 
Mstep: Class 2 contains 24470 members 
Mstep: Class 3 contains 3396 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 66206 members 
Mstep: Class 6 contains 154276 members 
Mstep: Class 7 contains 8611 members 
Mstep: Class 8 contains 8408 members 
Mstep: Class 9 contains 75519 members 
Mstep: Class 10 contains 62931 members 
Mstep: Class 11 contains 6630 members 
Mstep: Class 12 contains 61333 members 
Mstep: Class 13 contains 5893 members 
Mstep: Class 14 contains 19339 members 
Mstep: Class 15 contains 17539 members 
Mstep: Class 16 contains 14867 members 
Mstep: Class 17 contains 37579 members 
Mstep: Class 18 contains 4726 members 
Mstep: Class 19 contains 5658 members 
Mstep: Class 20 contains 11489 members 
Mstep: Class 21 contains 10778 members 
Mstep: Class 22 contains 9931 members 
Mstep: Class 23 contains 29093 members 
Mstep: Class 24 contains 571507 members 
Mstep: Class 25 contains 65859 members 
Mstep: Class 26 contains 7066 members 
Mstep: Class 27 contains 3317 members 
Mstep: Class 28 contains 70225 members 
Mstep: Class 29 contains 8985 members 
Mstep: Class 30 contains 15243 members 
Mstep: Class 31 contains 2953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977872.000000 Penalty: 109139.343750
Iteration 144Q: 32 clusters Score -1.119779e+08 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75686 members 
Mstep: Class 2 contains 24469 members 
Mstep: Class 3 contains 3396 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 66368 members 
Mstep: Class 6 contains 154273 members 
Mstep: Class 7 contains 8611 members 
Mstep: Class 8 contains 8408 members 
Mstep: Class 9 contains 75528 members 
Mstep: Class 10 contains 62980 members 
Mstep: Class 11 contains 6630 members 
Mstep: Class 12 contains 61303 members 
Mstep: Class 13 contains 5894 members 
Mstep: Class 14 contains 19353 members 
Mstep: Class 15 contains 17534 members 
Mstep: Class 16 contains 14854 members 
Mstep: Class 17 contains 37600 members 
Mstep: Class 18 contains 4719 members 
Mstep: Class 19 contains 5658 members 
Mstep: Class 20 contains 11489 members 
Mstep: Class 21 contains 10762 members 
Mstep: Class 22 contains 9932 members 
Mstep: Class 23 contains 29096 members 
Mstep: Class 24 contains 571360 members 
Mstep: Class 25 contains 65830 members 
Mstep: Class 26 contains 7060 members 
Mstep: Class 27 contains 3316 members 
Mstep: Class 28 contains 70226 members 
Mstep: Class 29 contains 8985 members 
Mstep: Class 30 contains 15246 members 
Mstep: Class 31 contains 2953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977872.000000 Penalty: 109139.343750
Iteration 145Q: 32 clusters Score -1.119779e+08 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75680 members 
Mstep: Class 2 contains 24466 members 
Mstep: Class 3 contains 3396 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 66526 members 
Mstep: Class 6 contains 154269 members 
Mstep: Class 7 contains 8611 members 
Mstep: Class 8 contains 8408 members 
Mstep: Class 9 contains 75532 members 
Mstep: Class 10 contains 63034 members 
Mstep: Class 11 contains 6631 members 
Mstep: Class 12 contains 61273 members 
Mstep: Class 13 contains 5893 members 
Mstep: Class 14 contains 19365 members 
Mstep: Class 15 contains 17528 members 
Mstep: Class 16 contains 14837 members 
Mstep: Class 17 contains 37620 members 
Mstep: Class 18 contains 4719 members 
Mstep: Class 19 contains 5660 members 
Mstep: Class 20 contains 11489 members 
Mstep: Class 21 contains 10747 members 
Mstep: Class 22 contains 9931 members 
Mstep: Class 23 contains 29100 members 
Mstep: Class 24 contains 571209 members 
Mstep: Class 25 contains 65796 members 
Mstep: Class 26 contains 7056 members 
Mstep: Class 27 contains 3316 members 
Mstep: Class 28 contains 70239 members 
Mstep: Class 29 contains 8985 members 
Mstep: Class 30 contains 15250 members 
Mstep: Class 31 contains 2953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977808.000000 Penalty: 109139.343750
Iteration 146Q: 32 clusters Score -1.119778e+08 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75675 members 
Mstep: Class 2 contains 24465 members 
Mstep: Class 3 contains 3396 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 66676 members 
Mstep: Class 6 contains 154260 members 
Mstep: Class 7 contains 8611 members 
Mstep: Class 8 contains 8408 members 
Mstep: Class 9 contains 75538 members 
Mstep: Class 10 contains 63078 members 
Mstep: Class 11 contains 6630 members 
Mstep: Class 12 contains 61248 members 
Mstep: Class 13 contains 5892 members 
Mstep: Class 14 contains 19382 members 
Mstep: Class 15 contains 17523 members 
Mstep: Class 16 contains 14834 members 
Mstep: Class 17 contains 37634 members 
Mstep: Class 18 contains 4713 members 
Mstep: Class 19 contains 5661 members 
Mstep: Class 20 contains 11489 members 
Mstep: Class 21 contains 10739 members 
Mstep: Class 22 contains 9932 members 
Mstep: Class 23 contains 29100 members 
Mstep: Class 24 contains 571048 members 
Mstep: Class 25 contains 65776 members 
Mstep: Class 26 contains 7051 members 
Mstep: Class 27 contains 3316 members 
Mstep: Class 28 contains 70252 members 
Mstep: Class 29 contains 8986 members 
Mstep: Class 30 contains 15254 members 
Mstep: Class 31 contains 2952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977944.000000 Penalty: 109139.343750
Iteration 147Q: 32 clusters Score -1.119779e+08 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75671 members 
Mstep: Class 2 contains 24465 members 
Mstep: Class 3 contains 3396 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 66820 members 
Mstep: Class 6 contains 154257 members 
Mstep: Class 7 contains 8611 members 
Mstep: Class 8 contains 8408 members 
Mstep: Class 9 contains 75552 members 
Mstep: Class 10 contains 63130 members 
Mstep: Class 11 contains 6629 members 
Mstep: Class 12 contains 61224 members 
Mstep: Class 13 contains 5892 members 
Mstep: Class 14 contains 19391 members 
Mstep: Class 15 contains 17525 members 
Mstep: Class 16 contains 14831 members 
Mstep: Class 17 contains 37640 members 
Mstep: Class 18 contains 4691 members 
Mstep: Class 19 contains 5661 members 
Mstep: Class 20 contains 11489 members 
Mstep: Class 21 contains 10733 members 
Mstep: Class 22 contains 9932 members 
Mstep: Class 23 contains 29103 members 
Mstep: Class 24 contains 570868 members 
Mstep: Class 25 contains 65765 members 
Mstep: Class 26 contains 7050 members 
Mstep: Class 27 contains 3317 members 
Mstep: Class 28 contains 70267 members 
Mstep: Class 29 contains 8986 members 
Mstep: Class 30 contains 15262 members 
Mstep: Class 31 contains 2953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977992.000000 Penalty: 109139.343750
Iteration 148Q: 32 clusters Score -1.11978e+08 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75674 members 
Mstep: Class 2 contains 24463 members 
Mstep: Class 3 contains 3397 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 66955 members 
Mstep: Class 6 contains 154255 members 
Mstep: Class 7 contains 8611 members 
Mstep: Class 8 contains 8408 members 
Mstep: Class 9 contains 75561 members 
Mstep: Class 10 contains 63173 members 
Mstep: Class 11 contains 6629 members 
Mstep: Class 12 contains 61204 members 
Mstep: Class 13 contains 5890 members 
Mstep: Class 14 contains 19400 members 
Mstep: Class 15 contains 17520 members 
Mstep: Class 16 contains 14826 members 
Mstep: Class 17 contains 37652 members 
Mstep: Class 18 contains 4676 members 
Mstep: Class 19 contains 5661 members 
Mstep: Class 20 contains 11489 members 
Mstep: Class 21 contains 10722 members 
Mstep: Class 22 contains 9933 members 
Mstep: Class 23 contains 29095 members 
Mstep: Class 24 contains 570737 members 
Mstep: Class 25 contains 65735 members 
Mstep: Class 26 contains 7052 members 
Mstep: Class 27 contains 3318 members 
Mstep: Class 28 contains 70276 members 
Mstep: Class 29 contains 8986 members 
Mstep: Class 30 contains 15268 members 
Mstep: Class 31 contains 2953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111978080.000000 Penalty: 109139.343750
Iteration 149Q: 32 clusters Score -1.119781e+08 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75675 members 
Mstep: Class 2 contains 24461 members 
Mstep: Class 3 contains 3397 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 67078 members 
Mstep: Class 6 contains 154251 members 
Mstep: Class 7 contains 8612 members 
Mstep: Class 8 contains 8408 members 
Mstep: Class 9 contains 75570 members 
Mstep: Class 10 contains 63217 members 
Mstep: Class 11 contains 6630 members 
Mstep: Class 12 contains 61181 members 
Mstep: Class 13 contains 5886 members 
Mstep: Class 14 contains 19417 members 
Mstep: Class 15 contains 17518 members 
Mstep: Class 16 contains 14811 members 
Mstep: Class 17 contains 37662 members 
Mstep: Class 18 contains 4658 members 
Mstep: Class 19 contains 5661 members 
Mstep: Class 20 contains 11489 members 
Mstep: Class 21 contains 10714 members 
Mstep: Class 22 contains 9933 members 
Mstep: Class 23 contains 29093 members 
Mstep: Class 24 contains 570637 members 
Mstep: Class 25 contains 65703 members 
Mstep: Class 26 contains 7047 members 
Mstep: Class 27 contains 3318 members 
Mstep: Class 28 contains 70277 members 
Mstep: Class 29 contains 8986 members 
Mstep: Class 30 contains 15276 members 
Mstep: Class 31 contains 2953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111978056.000000 Penalty: 109139.343750
Iteration 150Q: 32 clusters Score -1.119781e+08 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75672 members 
Mstep: Class 2 contains 24461 members 
Mstep: Class 3 contains 3398 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 67210 members 
Mstep: Class 6 contains 154244 members 
Mstep: Class 7 contains 8612 members 
Mstep: Class 8 contains 8408 members 
Mstep: Class 9 contains 75579 members 
Mstep: Class 10 contains 63253 members 
Mstep: Class 11 contains 6626 members 
Mstep: Class 12 contains 61155 members 
Mstep: Class 13 contains 5885 members 
Mstep: Class 14 contains 19445 members 
Mstep: Class 15 contains 17516 members 
Mstep: Class 16 contains 14795 members 
Mstep: Class 17 contains 37670 members 
Mstep: Class 18 contains 4633 members 
Mstep: Class 19 contains 5662 members 
Mstep: Class 20 contains 11489 members 
Mstep: Class 21 contains 10704 members 
Mstep: Class 22 contains 9933 members 
Mstep: Class 23 contains 29094 members 
Mstep: Class 24 contains 570522 members 
Mstep: Class 25 contains 65698 members 
Mstep: Class 26 contains 7044 members 
Mstep: Class 27 contains 3318 members 
Mstep: Class 28 contains 70279 members 
Mstep: Class 29 contains 8984 members 
Mstep: Class 30 contains 15278 members 
Mstep: Class 31 contains 2952 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 151Q: 32 clusters Score -1.11978e+08 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75671 members 
Mstep: Class 2 contains 24462 members 
Mstep: Class 3 contains 3399 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 67337 members 
Mstep: Class 6 contains 154243 members 
Mstep: Class 7 contains 8612 members 
Mstep: Class 8 contains 8408 members 
Mstep: Class 9 contains 75586 members 
Mstep: Class 10 contains 63289 members 
Mstep: Class 11 contains 6623 members 
Mstep: Class 12 contains 61131 members 
Mstep: Class 13 contains 5883 members 
Mstep: Class 14 contains 19474 members 
Mstep: Class 15 contains 17517 members 
Mstep: Class 16 contains 14776 members 
Mstep: Class 17 contains 37681 members 
Mstep: Class 18 contains 4612 members 
Mstep: Class 19 contains 5663 members 
Mstep: Class 20 contains 11489 members 
Mstep: Class 21 contains 10700 members 
Mstep: Class 22 contains 9933 members 
Mstep: Class 23 contains 29089 members 
Mstep: Class 24 contains 570401 members 
Mstep: Class 25 contains 65681 members 
Mstep: Class 26 contains 7039 members 
Mstep: Class 27 contains 3319 members 
Mstep: Class 28 contains 70288 members 
Mstep: Class 29 contains 8983 members 
Mstep: Class 30 contains 15279 members 
Mstep: Class 31 contains 2951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977912.000000 Penalty: 109139.343750
Iteration 152Q: 32 clusters Score -1.119779e+08 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75668 members 
Mstep: Class 2 contains 24463 members 
Mstep: Class 3 contains 3397 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 67448 members 
Mstep: Class 6 contains 154243 members 
Mstep: Class 7 contains 8612 members 
Mstep: Class 8 contains 8408 members 
Mstep: Class 9 contains 75589 members 
Mstep: Class 10 contains 63329 members 
Mstep: Class 11 contains 6623 members 
Mstep: Class 12 contains 61092 members 
Mstep: Class 13 contains 5883 members 
Mstep: Class 14 contains 19494 members 
Mstep: Class 15 contains 17518 members 
Mstep: Class 16 contains 14761 members 
Mstep: Class 17 contains 37696 members 
Mstep: Class 18 contains 4598 members 
Mstep: Class 19 contains 5661 members 
Mstep: Class 20 contains 11489 members 
Mstep: Class 21 contains 10701 members 
Mstep: Class 22 contains 9933 members 
Mstep: Class 23 contains 29089 members 
Mstep: Class 24 contains 570290 members 
Mstep: Class 25 contains 65659 members 
Mstep: Class 26 contains 7037 members 
Mstep: Class 27 contains 3321 members 
Mstep: Class 28 contains 70298 members 
Mstep: Class 29 contains 8983 members 
Mstep: Class 30 contains 15283 members 
Mstep: Class 31 contains 2953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977912.000000 Penalty: 109139.343750
Iteration 153Q: 32 clusters Score -1.119779e+08 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75667 members 
Mstep: Class 2 contains 24463 members 
Mstep: Class 3 contains 3397 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 67573 members 
Mstep: Class 6 contains 154245 members 
Mstep: Class 7 contains 8612 members 
Mstep: Class 8 contains 8408 members 
Mstep: Class 9 contains 75595 members 
Mstep: Class 10 contains 63359 members 
Mstep: Class 11 contains 6624 members 
Mstep: Class 12 contains 61060 members 
Mstep: Class 13 contains 5883 members 
Mstep: Class 14 contains 19509 members 
Mstep: Class 15 contains 17519 members 
Mstep: Class 16 contains 14741 members 
Mstep: Class 17 contains 37716 members 
Mstep: Class 18 contains 4585 members 
Mstep: Class 19 contains 5661 members 
Mstep: Class 20 contains 11489 members 
Mstep: Class 21 contains 10700 members 
Mstep: Class 22 contains 9932 members 
Mstep: Class 23 contains 29084 members 
Mstep: Class 24 contains 570162 members 
Mstep: Class 25 contains 65646 members 
Mstep: Class 26 contains 7035 members 
Mstep: Class 27 contains 3324 members 
Mstep: Class 28 contains 70307 members 
Mstep: Class 29 contains 8983 members 
Mstep: Class 30 contains 15286 members 
Mstep: Class 31 contains 2954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977952.000000 Penalty: 109139.343750
Iteration 154Q: 32 clusters Score -1.11978e+08 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75665 members 
Mstep: Class 2 contains 24462 members 
Mstep: Class 3 contains 3396 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 67700 members 
Mstep: Class 6 contains 154242 members 
Mstep: Class 7 contains 8613 members 
Mstep: Class 8 contains 8409 members 
Mstep: Class 9 contains 75596 members 
Mstep: Class 10 contains 63382 members 
Mstep: Class 11 contains 6624 members 
Mstep: Class 12 contains 61037 members 
Mstep: Class 13 contains 5883 members 
Mstep: Class 14 contains 19532 members 
Mstep: Class 15 contains 17521 members 
Mstep: Class 16 contains 14728 members 
Mstep: Class 17 contains 37728 members 
Mstep: Class 18 contains 4573 members 
Mstep: Class 19 contains 5661 members 
Mstep: Class 20 contains 11489 members 
Mstep: Class 21 contains 10700 members 
Mstep: Class 22 contains 9933 members 
Mstep: Class 23 contains 29074 members 
Mstep: Class 24 contains 570039 members 
Mstep: Class 25 contains 65636 members 
Mstep: Class 26 contains 7033 members 
Mstep: Class 27 contains 3325 members 
Mstep: Class 28 contains 70311 members 
Mstep: Class 29 contains 8983 members 
Mstep: Class 30 contains 15289 members 
Mstep: Class 31 contains 2955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111978048.000000 Penalty: 109139.343750
Iteration 155Q: 32 clusters Score -1.11978e+08 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75655 members 
Mstep: Class 2 contains 24461 members 
Mstep: Class 3 contains 3395 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 67814 members 
Mstep: Class 6 contains 154237 members 
Mstep: Class 7 contains 8613 members 
Mstep: Class 8 contains 8410 members 
Mstep: Class 9 contains 75608 members 
Mstep: Class 10 contains 63402 members 
Mstep: Class 11 contains 6624 members 
Mstep: Class 12 contains 61027 members 
Mstep: Class 13 contains 5883 members 
Mstep: Class 14 contains 19558 members 
Mstep: Class 15 contains 17523 members 
Mstep: Class 16 contains 14710 members 
Mstep: Class 17 contains 37743 members 
Mstep: Class 18 contains 4566 members 
Mstep: Class 19 contains 5661 members 
Mstep: Class 20 contains 11489 members 
Mstep: Class 21 contains 10701 members 
Mstep: Class 22 contains 9932 members 
Mstep: Class 23 contains 29075 members 
Mstep: Class 24 contains 569912 members 
Mstep: Class 25 contains 65622 members 
Mstep: Class 26 contains 7031 members 
Mstep: Class 27 contains 3325 members 
Mstep: Class 28 contains 70315 members 
Mstep: Class 29 contains 8983 members 
Mstep: Class 30 contains 15289 members 
Mstep: Class 31 contains 2955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977944.000000 Penalty: 109139.343750
Iteration 156Q: 32 clusters Score -1.119779e+08 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75653 members 
Mstep: Class 2 contains 24462 members 
Mstep: Class 3 contains 3394 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 67918 members 
Mstep: Class 6 contains 154232 members 
Mstep: Class 7 contains 8613 members 
Mstep: Class 8 contains 8410 members 
Mstep: Class 9 contains 75619 members 
Mstep: Class 10 contains 63429 members 
Mstep: Class 11 contains 6623 members 
Mstep: Class 12 contains 61015 members 
Mstep: Class 13 contains 5883 members 
Mstep: Class 14 contains 19582 members 
Mstep: Class 15 contains 17522 members 
Mstep: Class 16 contains 14687 members 
Mstep: Class 17 contains 37755 members 
Mstep: Class 18 contains 4559 members 
Mstep: Class 19 contains 5661 members 
Mstep: Class 20 contains 11489 members 
Mstep: Class 21 contains 10700 members 
Mstep: Class 22 contains 9932 members 
Mstep: Class 23 contains 29075 members 
Mstep: Class 24 contains 569791 members 
Mstep: Class 25 contains 65614 members 
Mstep: Class 26 contains 7026 members 
Mstep: Class 27 contains 3325 members 
Mstep: Class 28 contains 70322 members 
Mstep: Class 29 contains 8982 members 
Mstep: Class 30 contains 15291 members 
Mstep: Class 31 contains 2955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977872.000000 Penalty: 109139.343750
Iteration 157Q: 32 clusters Score -1.119779e+08 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75653 members 
Mstep: Class 2 contains 24461 members 
Mstep: Class 3 contains 3396 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 68015 members 
Mstep: Class 6 contains 154229 members 
Mstep: Class 7 contains 8613 members 
Mstep: Class 8 contains 8410 members 
Mstep: Class 9 contains 75634 members 
Mstep: Class 10 contains 63449 members 
Mstep: Class 11 contains 6623 members 
Mstep: Class 12 contains 61001 members 
Mstep: Class 13 contains 5883 members 
Mstep: Class 14 contains 19604 members 
Mstep: Class 15 contains 17520 members 
Mstep: Class 16 contains 14671 members 
Mstep: Class 17 contains 37767 members 
Mstep: Class 18 contains 4551 members 
Mstep: Class 19 contains 5660 members 
Mstep: Class 20 contains 11489 members 
Mstep: Class 21 contains 10700 members 
Mstep: Class 22 contains 9931 members 
Mstep: Class 23 contains 29063 members 
Mstep: Class 24 contains 569684 members 
Mstep: Class 25 contains 65608 members 
Mstep: Class 26 contains 7023 members 
Mstep: Class 27 contains 3325 members 
Mstep: Class 28 contains 70327 members 
Mstep: Class 29 contains 8982 members 
Mstep: Class 30 contains 15293 members 
Mstep: Class 31 contains 2954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977744.000000 Penalty: 109139.343750
Iteration 158Q: 32 clusters Score -1.119777e+08 nChanged 228
Entering ConstructFrom: 
Score: -111977744.000000 Penalty: 109139.343750
Entering ConstructFrom: 
Trying to split cluster 1 (75656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75656 members 
Entering Unmasked Estep 
Score: -6101182.500000 Penalty: 2786.020020
	Iteration 0F: 2 clusters Score -6101182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37881 members 
Mstep: Class 2 contains 37775 members 
Entering Unmasked Estep 
Score: -6050669.000000 Penalty: 5572.040039
	Iteration 0F: 3 clusters Score -6050669 nChanged 35479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38480 members 
Mstep: Class 2 contains 37176 members 
Entering Unmasked Estep 
Score: -6070500.500000 Penalty: 5572.040039
	Iteration 1F: 3 clusters Score -6070500 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38811 members 
Mstep: Class 2 contains 36845 members 
Entering Unmasked Estep 
Score: -6071369.000000 Penalty: 5572.040039
	Iteration 2Q: 3 clusters Score -6071369 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39254 members 
Mstep: Class 2 contains 36402 members 
Entering Unmasked Estep 
Score: -6072366.000000 Penalty: 5572.040039
	Iteration 3Q: 3 clusters Score -6072366 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39783 members 
Mstep: Class 2 contains 35873 members 
Entering Unmasked Estep 
Score: -6073691.500000 Penalty: 5572.040039
	Iteration 4Q: 3 clusters Score -6073692 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40302 members 
Mstep: Class 2 contains 35354 members 
Entering Unmasked Estep 
Score: -6075425.500000 Penalty: 5572.040039
	Iteration 5Q: 3 clusters Score -6075426 nChanged 4020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40618 members 
Mstep: Class 2 contains 35038 members 
Entering Unmasked Estep 
Score: -6077547.500000 Penalty: 5572.040039
	Iteration 6F: 3 clusters Score -6077548 nChanged 4336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40830 members 
Mstep: Class 2 contains 34826 members 
Entering Unmasked Estep 
Score: -6080182.500000 Penalty: 5572.040039
	Iteration 7F: 3 clusters Score -6080182 nChanged 4516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40996 members 
Mstep: Class 2 contains 34660 members 
Entering Unmasked Estep 
Score: -6083077.000000 Penalty: 5572.040039
	Iteration 8F: 3 clusters Score -6083077 nChanged 4353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40999 members 
Mstep: Class 2 contains 34657 members 
Entering Unmasked Estep 
Score: -6085798.000000 Penalty: 5572.040039
	Iteration 9F: 3 clusters Score -6085798 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40980 members 
Mstep: Class 2 contains 34676 members 
Entering Unmasked Estep 
Score: -6087824.000000 Penalty: 5572.040039
	Iteration 10F: 3 clusters Score -6087824 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40999 members 
Mstep: Class 2 contains 34657 members 
Entering Unmasked Estep 
Score: -6088835.500000 Penalty: 5572.040039
	Iteration 11Q: 3 clusters Score -6088836 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41049 members 
Mstep: Class 2 contains 34607 members 
Entering Unmasked Estep 
Score: -6089392.000000 Penalty: 5572.040039
	Iteration 12Q: 3 clusters Score -6089392 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41085 members 
Mstep: Class 2 contains 34571 members 
Entering Unmasked Estep 
Score: -6089652.000000 Penalty: 5572.040039
	Iteration 13Q: 3 clusters Score -6089652 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41189 members 
Mstep: Class 2 contains 34467 members 
Entering Unmasked Estep 
Score: -6089846.000000 Penalty: 5572.040039
	Iteration 14Q: 3 clusters Score -6089846 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41318 members 
Mstep: Class 2 contains 34338 members 
Entering Unmasked Estep 
Score: -6089983.500000 Penalty: 5572.040039
	Iteration 15Q: 3 clusters Score -6089984 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41420 members 
Mstep: Class 2 contains 34236 members 
Entering Unmasked Estep 
Score: -6090133.000000 Penalty: 5572.040039
	Iteration 16Q: 3 clusters Score -6090133 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41544 members 
Mstep: Class 2 contains 34112 members 
Entering Unmasked Estep 
Score: -6090276.000000 Penalty: 5572.040039
	Iteration 17Q: 3 clusters Score -6090276 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41679 members 
Mstep: Class 2 contains 33977 members 
Entering Unmasked Estep 
Score: -6090417.000000 Penalty: 5572.040039
	Iteration 18Q: 3 clusters Score -6090417 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41836 members 
Mstep: Class 2 contains 33820 members 
Entering Unmasked Estep 
Score: -6090574.500000 Penalty: 5572.040039
	Iteration 19Q: 3 clusters Score -6090574 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42053 members 
Mstep: Class 2 contains 33603 members 
Entering Unmasked Estep 
Score: -6090759.000000 Penalty: 5572.040039
	Iteration 20F: 3 clusters Score -6090759 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42323 members 
Mstep: Class 2 contains 33333 members 
Entering Unmasked Estep 
Score: -6090927.500000 Penalty: 5572.040039
	Iteration 21Q: 3 clusters Score -6090928 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42598 members 
Mstep: Class 2 contains 33058 members 
Entering Unmasked Estep 
Score: -6091139.500000 Penalty: 5572.040039
	Iteration 22Q: 3 clusters Score -6091140 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42900 members 
Mstep: Class 2 contains 32756 members 
Entering Unmasked Estep 
Score: -6091450.000000 Penalty: 5572.040039
	Iteration 23Q: 3 clusters Score -6091450 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43269 members 
Mstep: Class 2 contains 32387 members 
Entering Unmasked Estep 
Score: -6091725.000000 Penalty: 5572.040039
	Iteration 24Q: 3 clusters Score -6091725 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43684 members 
Mstep: Class 2 contains 31972 members 
Entering Unmasked Estep 
Score: -6092040.000000 Penalty: 5572.040039
	Iteration 25Q: 3 clusters Score -6092040 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44203 members 
Mstep: Class 2 contains 31453 members 
Entering Unmasked Estep 
Score: -6092399.000000 Penalty: 5572.040039
	Iteration 26Q: 3 clusters Score -6092399 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44735 members 
Mstep: Class 2 contains 30921 members 
Entering Unmasked Estep 
Score: -6092759.000000 Penalty: 5572.040039
	Iteration 27Q: 3 clusters Score -6092759 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45273 members 
Mstep: Class 2 contains 30383 members 
Entering Unmasked Estep 
Score: -6093164.000000 Penalty: 5572.040039
	Iteration 28Q: 3 clusters Score -6093164 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45828 members 
Mstep: Class 2 contains 29828 members 
Entering Unmasked Estep 
Score: -6093572.500000 Penalty: 5572.040039
	Iteration 29Q: 3 clusters Score -6093572 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46375 members 
Mstep: Class 2 contains 29281 members 
Entering Unmasked Estep 
Score: -6094070.500000 Penalty: 5572.040039
	Iteration 30Q: 3 clusters Score -6094070 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46882 members 
Mstep: Class 2 contains 28774 members 
Entering Unmasked Estep 
Score: -6094523.000000 Penalty: 5572.040039
	Iteration 31Q: 3 clusters Score -6094523 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47357 members 
Mstep: Class 2 contains 28299 members 
Entering Unmasked Estep 
Score: -6094880.000000 Penalty: 5572.040039
	Iteration 32Q: 3 clusters Score -6094880 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47806 members 
Mstep: Class 2 contains 27850 members 
Entering Unmasked Estep 
Score: -6095265.000000 Penalty: 5572.040039
	Iteration 33Q: 3 clusters Score -6095265 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48199 members 
Mstep: Class 2 contains 27457 members 
Entering Unmasked Estep 
Score: -6095515.000000 Penalty: 5572.040039
	Iteration 34Q: 3 clusters Score -6095515 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48573 members 
Mstep: Class 2 contains 27083 members 
Entering Unmasked Estep 
Score: -6095774.500000 Penalty: 5572.040039
	Iteration 35Q: 3 clusters Score -6095774 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48911 members 
Mstep: Class 2 contains 26745 members 
Entering Unmasked Estep 
Score: -6095973.500000 Penalty: 5572.040039
	Iteration 36Q: 3 clusters Score -6095974 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49224 members 
Mstep: Class 2 contains 26432 members 
Entering Unmasked Estep 
Score: -6096119.500000 Penalty: 5572.040039
	Iteration 37Q: 3 clusters Score -6096120 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49521 members 
Mstep: Class 2 contains 26135 members 
Entering Unmasked Estep 
Score: -6096250.000000 Penalty: 5572.040039
	Iteration 38Q: 3 clusters Score -6096250 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49795 members 
Mstep: Class 2 contains 25861 members 
Entering Unmasked Estep 
Score: -6096362.000000 Penalty: 5572.040039
	Iteration 39Q: 3 clusters Score -6096362 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50071 members 
Mstep: Class 2 contains 25585 members 
Entering Unmasked Estep 
Score: -6096514.000000 Penalty: 5572.040039
	Iteration 40F: 3 clusters Score -6096514 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50280 members 
Mstep: Class 2 contains 25376 members 
Entering Unmasked Estep 
Score: -6096638.000000 Penalty: 5572.040039
	Iteration 41Q: 3 clusters Score -6096638 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50480 members 
Mstep: Class 2 contains 25176 members 
Entering Unmasked Estep 
Score: -6096701.000000 Penalty: 5572.040039
	Iteration 42Q: 3 clusters Score -6096701 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50662 members 
Mstep: Class 2 contains 24994 members 
Entering Unmasked Estep 
Score: -6096786.000000 Penalty: 5572.040039
	Iteration 43Q: 3 clusters Score -6096786 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50832 members 
Mstep: Class 2 contains 24824 members 
Entering Unmasked Estep 
Score: -6096863.500000 Penalty: 5572.040039
	Iteration 44Q: 3 clusters Score -6096864 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50970 members 
Mstep: Class 2 contains 24686 members 
Entering Unmasked Estep 
Score: -6096885.500000 Penalty: 5572.040039
	Iteration 45Q: 3 clusters Score -6096886 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51106 members 
Mstep: Class 2 contains 24550 members 
Entering Unmasked Estep 
Score: -6096921.000000 Penalty: 5572.040039
	Iteration 46Q: 3 clusters Score -6096921 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51208 members 
Mstep: Class 2 contains 24448 members 
Entering Unmasked Estep 
Score: -6096927.000000 Penalty: 5572.040039
	Iteration 47Q: 3 clusters Score -6096927 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51290 members 
Mstep: Class 2 contains 24366 members 
Entering Unmasked Estep 
Score: -6096977.500000 Penalty: 5572.040039
	Iteration 48Q: 3 clusters Score -6096978 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51382 members 
Mstep: Class 2 contains 24274 members 
Entering Unmasked Estep 
Score: -6097033.000000 Penalty: 5572.040039
	Iteration 49Q: 3 clusters Score -6097033 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51460 members 
Mstep: Class 2 contains 24196 members 
Entering Unmasked Estep 
Score: -6097030.500000 Penalty: 5572.040039
	Iteration 50Q: 3 clusters Score -6097030 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51519 members 
Mstep: Class 2 contains 24137 members 
Entering Unmasked Estep 
Score: -6097052.000000 Penalty: 5572.040039
	Iteration 51Q: 3 clusters Score -6097052 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51597 members 
Mstep: Class 2 contains 24059 members 
Entering Unmasked Estep 
Score: -6097068.000000 Penalty: 5572.040039
	Iteration 52Q: 3 clusters Score -6097068 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51676 members 
Mstep: Class 2 contains 23980 members 
Entering Unmasked Estep 
Score: -6097083.500000 Penalty: 5572.040039
	Iteration 53Q: 3 clusters Score -6097084 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51773 members 
Mstep: Class 2 contains 23883 members 
Entering Unmasked Estep 
Score: -6097066.500000 Penalty: 5572.040039
	Iteration 54Q: 3 clusters Score -6097066 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51865 members 
Mstep: Class 2 contains 23791 members 
Entering Unmasked Estep 
Score: -6097104.000000 Penalty: 5572.040039
	Iteration 55Q: 3 clusters Score -6097104 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51932 members 
Mstep: Class 2 contains 23724 members 
Entering Unmasked Estep 
Score: -6097105.000000 Penalty: 5572.040039
	Iteration 56Q: 3 clusters Score -6097105 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51994 members 
Mstep: Class 2 contains 23662 members 
Entering Unmasked Estep 
Score: -6097102.000000 Penalty: 5572.040039
	Iteration 57Q: 3 clusters Score -6097102 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52042 members 
Mstep: Class 2 contains 23614 members 
Entering Unmasked Estep 
Score: -6097117.500000 Penalty: 5572.040039
	Iteration 58Q: 3 clusters Score -6097118 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52084 members 
Mstep: Class 2 contains 23572 members 
Entering Unmasked Estep 
Score: -6097120.000000 Penalty: 5572.040039
	Iteration 59Q: 3 clusters Score -6097120 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52119 members 
Mstep: Class 2 contains 23537 members 
Entering Unmasked Estep 
Score: -6097130.000000 Penalty: 5572.040039
	Iteration 60F: 3 clusters Score -6097130 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52151 members 
Mstep: Class 2 contains 23505 members 
Entering Unmasked Estep 
Score: -6097123.000000 Penalty: 5572.040039
	Iteration 61Q: 3 clusters Score -6097123 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52181 members 
Mstep: Class 2 contains 23475 members 
Entering Unmasked Estep 
Score: -6097138.000000 Penalty: 5572.040039
	Iteration 62Q: 3 clusters Score -6097138 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52194 members 
Mstep: Class 2 contains 23462 members 
Entering Unmasked Estep 
Score: -6097130.000000 Penalty: 5572.040039
	Iteration 63Q: 3 clusters Score -6097130 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52210 members 
Mstep: Class 2 contains 23446 members 
Entering Unmasked Estep 
Score: -6097131.500000 Penalty: 5572.040039
	Iteration 64Q: 3 clusters Score -6097132 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52232 members 
Mstep: Class 2 contains 23424 members 
Entering Unmasked Estep 
Score: -6097137.500000 Penalty: 5572.040039
	Iteration 65Q: 3 clusters Score -6097138 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52253 members 
Mstep: Class 2 contains 23403 members 
Entering Unmasked Estep 
Score: -6097135.500000 Penalty: 5572.040039
	Iteration 66Q: 3 clusters Score -6097136 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52275 members 
Mstep: Class 2 contains 23381 members 
Entering Unmasked Estep 
Score: -6097151.500000 Penalty: 5572.040039
	Iteration 67Q: 3 clusters Score -6097152 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52306 members 
Mstep: Class 2 contains 23350 members 
Entering Unmasked Estep 
Score: -6097143.000000 Penalty: 5572.040039
	Iteration 68Q: 3 clusters Score -6097143 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52324 members 
Mstep: Class 2 contains 23332 members 
Entering Unmasked Estep 
Score: -6097152.000000 Penalty: 5572.040039
	Iteration 69Q: 3 clusters Score -6097152 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52334 members 
Mstep: Class 2 contains 23322 members 
Entering Unmasked Estep 
Score: -6097157.500000 Penalty: 5572.040039
	Iteration 70Q: 3 clusters Score -6097158 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52352 members 
Mstep: Class 2 contains 23304 members 
Entering Unmasked Estep 
Score: -6097159.000000 Penalty: 5572.040039
	Iteration 71Q: 3 clusters Score -6097159 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52366 members 
Mstep: Class 2 contains 23290 members 
Entering Unmasked Estep 
Score: -6097153.000000 Penalty: 5572.040039
	Iteration 72Q: 3 clusters Score -6097153 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52381 members 
Mstep: Class 2 contains 23275 members 
Entering Unmasked Estep 
Score: -6097150.500000 Penalty: 5572.040039
	Iteration 73Q: 3 clusters Score -6097150 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52399 members 
Mstep: Class 2 contains 23257 members 
Entering Unmasked Estep 
Score: -6097160.500000 Penalty: 5572.040039
	Iteration 74Q: 3 clusters Score -6097160 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52414 members 
Mstep: Class 2 contains 23242 members 
Entering Unmasked Estep 
Score: -6097153.000000 Penalty: 5572.040039
	Iteration 75Q: 3 clusters Score -6097153 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52426 members 
Mstep: Class 2 contains 23230 members 
Entering Unmasked Estep 
Score: -6097144.000000 Penalty: 5572.040039
	Iteration 76Q: 3 clusters Score -6097144 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52437 members 
Mstep: Class 2 contains 23219 members 
Entering Unmasked Estep 
Score: -6097137.500000 Penalty: 5572.040039
	Iteration 77Q: 3 clusters Score -6097138 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52451 members 
Mstep: Class 2 contains 23205 members 
Entering Unmasked Estep 
Score: -6097136.000000 Penalty: 5572.040039
	Iteration 78Q: 3 clusters Score -6097136 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52475 members 
Mstep: Class 2 contains 23181 members 
Entering Unmasked Estep 
Score: -6097143.500000 Penalty: 5572.040039
	Iteration 79Q: 3 clusters Score -6097144 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52497 members 
Mstep: Class 2 contains 23159 members 
Entering Unmasked Estep 
Score: -6097134.500000 Penalty: 5572.040039
	Iteration 80F: 3 clusters Score -6097134 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52523 members 
Mstep: Class 2 contains 23133 members 
Entering Unmasked Estep 
Score: -6097137.500000 Penalty: 5572.040039
	Iteration 81Q: 3 clusters Score -6097138 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52552 members 
Mstep: Class 2 contains 23104 members 
Entering Unmasked Estep 
Score: -6097134.000000 Penalty: 5572.040039
	Iteration 82Q: 3 clusters Score -6097134 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52574 members 
Mstep: Class 2 contains 23082 members 
Entering Unmasked Estep 
Score: -6097142.000000 Penalty: 5572.040039
	Iteration 83Q: 3 clusters Score -6097142 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52604 members 
Mstep: Class 2 contains 23052 members 
Entering Unmasked Estep 
Score: -6097146.500000 Penalty: 5572.040039
	Iteration 84Q: 3 clusters Score -6097146 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52641 members 
Mstep: Class 2 contains 23015 members 
Entering Unmasked Estep 
Score: -6097153.500000 Penalty: 5572.040039
	Iteration 85Q: 3 clusters Score -6097154 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52686 members 
Mstep: Class 2 contains 22970 members 
Entering Unmasked Estep 
Score: -6097168.000000 Penalty: 5572.040039
	Iteration 86Q: 3 clusters Score -6097168 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52721 members 
Mstep: Class 2 contains 22935 members 
Entering Unmasked Estep 
Score: -6097187.000000 Penalty: 5572.040039
	Iteration 87Q: 3 clusters Score -6097187 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52765 members 
Mstep: Class 2 contains 22891 members 
Entering Unmasked Estep 
Score: -6097192.000000 Penalty: 5572.040039
	Iteration 88Q: 3 clusters Score -6097192 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52795 members 
Mstep: Class 2 contains 22861 members 
Entering Unmasked Estep 
Score: -6097187.500000 Penalty: 5572.040039
	Iteration 89Q: 3 clusters Score -6097188 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52827 members 
Mstep: Class 2 contains 22829 members 
Entering Unmasked Estep 
Score: -6097171.000000 Penalty: 5572.040039
	Iteration 90Q: 3 clusters Score -6097171 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52855 members 
Mstep: Class 2 contains 22801 members 
Entering Unmasked Estep 
Score: -6097176.000000 Penalty: 5572.040039
	Iteration 91Q: 3 clusters Score -6097176 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52884 members 
Mstep: Class 2 contains 22772 members 
Entering Unmasked Estep 
Score: -6097180.500000 Penalty: 5572.040039
	Iteration 92Q: 3 clusters Score -6097180 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52909 members 
Mstep: Class 2 contains 22747 members 
Entering Unmasked Estep 
Score: -6097188.000000 Penalty: 5572.040039
	Iteration 93Q: 3 clusters Score -6097188 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52925 members 
Mstep: Class 2 contains 22731 members 
Entering Unmasked Estep 
Score: -6097188.500000 Penalty: 5572.040039
	Iteration 94Q: 3 clusters Score -6097188 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52936 members 
Mstep: Class 2 contains 22720 members 
Entering Unmasked Estep 
Score: -6097186.500000 Penalty: 5572.040039
	Iteration 95Q: 3 clusters Score -6097186 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52953 members 
Mstep: Class 2 contains 22703 members 
Entering Unmasked Estep 
Score: -6097190.500000 Penalty: 5572.040039
	Iteration 96Q: 3 clusters Score -6097190 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52963 members 
Mstep: Class 2 contains 22693 members 
Entering Unmasked Estep 
Score: -6097185.500000 Penalty: 5572.040039
	Iteration 97Q: 3 clusters Score -6097186 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52974 members 
Mstep: Class 2 contains 22682 members 
Entering Unmasked Estep 
Score: -6097186.500000 Penalty: 5572.040039
	Iteration 98Q: 3 clusters Score -6097186 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52977 members 
Mstep: Class 2 contains 22679 members 
Entering Unmasked Estep 
Score: -6097189.000000 Penalty: 5572.040039
	Iteration 99Q: 3 clusters Score -6097189 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52981 members 
Mstep: Class 2 contains 22675 members 
Entering Unmasked Estep 
Score: -6097179.000000 Penalty: 5572.040039
	Iteration 100F: 3 clusters Score -6097179 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52977 members 
Mstep: Class 2 contains 22679 members 
Entering Unmasked Estep 
Score: -6097184.500000 Penalty: 5572.040039
	Iteration 101Q: 3 clusters Score -6097184 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52975 members 
Mstep: Class 2 contains 22681 members 
Entering Unmasked Estep 
Score: -6097187.500000 Penalty: 5572.040039
	Iteration 102Q: 3 clusters Score -6097188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52977 members 
Mstep: Class 2 contains 22679 members 
Entering Unmasked Estep 
Score: -6097182.000000 Penalty: 5572.040039
	Iteration 103Q: 3 clusters Score -6097182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52980 members 
Mstep: Class 2 contains 22676 members 
Entering Unmasked Estep 
Score: -6097179.000000 Penalty: 5572.040039
	Iteration 104Q: 3 clusters Score -6097179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52982 members 
Mstep: Class 2 contains 22674 members 
Entering Unmasked Estep 
Score: -6097183.000000 Penalty: 5572.040039
	Iteration 105Q: 3 clusters Score -6097183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52982 members 
Mstep: Class 2 contains 22674 members 
Entering Unmasked Estep 
Score: -6097184.000000 Penalty: 5572.040039
	Iteration 106Q: 3 clusters Score -6097184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52982 members 
Mstep: Class 2 contains 22674 members 
Entering Unmasked Estep 
Score: -6097189.000000 Penalty: 5572.040039
	Iteration 107Q: 3 clusters Score -6097189 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52985 members 
Mstep: Class 2 contains 22671 members 
Entering Unmasked Estep 
Score: -6097185.500000 Penalty: 5572.040039
	Iteration 108Q: 3 clusters Score -6097186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52987 members 
Mstep: Class 2 contains 22669 members 
Entering Unmasked Estep 
Score: -6097193.000000 Penalty: 5572.040039
	Iteration 109Q: 3 clusters Score -6097193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52991 members 
Mstep: Class 2 contains 22665 members 
Entering Unmasked Estep 
Score: -6097188.500000 Penalty: 5572.040039
	Iteration 110Q: 3 clusters Score -6097188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52992 members 
Mstep: Class 2 contains 22664 members 
Entering Unmasked Estep 
Score: -6097189.000000 Penalty: 5572.040039
	Iteration 111Q: 3 clusters Score -6097189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52993 members 
Mstep: Class 2 contains 22663 members 
Entering Unmasked Estep 
Score: -6097188.500000 Penalty: 5572.040039
	Iteration 112Q: 3 clusters Score -6097188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52993 members 
Mstep: Class 2 contains 22663 members 
Entering Unmasked Estep 
Score: -6097183.500000 Penalty: 5572.040039
	Iteration 113Q: 3 clusters Score -6097184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52993 members 
Mstep: Class 2 contains 22663 members 
Entering Unmasked Estep 
Score: -6097183.500000 Penalty: 5572.040039
	Iteration 114F: 3 clusters Score -6097184 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (24462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24462 members 
Entering Unmasked Estep 
Score: -1926888.500000 Penalty: 2506.009277
	Iteration 0F: 2 clusters Score -1926888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -1909803.500000 Penalty: 5012.018555
	Iteration 0F: 3 clusters Score -1909804 nChanged 10893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -1916066.000000 Penalty: 5012.018555
	Iteration 1F: 3 clusters Score -1916066 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -1916809.000000 Penalty: 5012.018555
	Iteration 2F: 3 clusters Score -1916809 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -1917606.500000 Penalty: 5012.018555
	Iteration 3F: 3 clusters Score -1917606 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 12886 members 
Entering Unmasked Estep 
Score: -1918472.500000 Penalty: 5012.018555
	Iteration 4F: 3 clusters Score -1918472 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -1919365.625000 Penalty: 5012.018555
	Iteration 5F: 3 clusters Score -1919366 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -1920236.000000 Penalty: 5012.018555
	Iteration 6F: 3 clusters Score -1920236 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -1920997.625000 Penalty: 5012.018555
	Iteration 7F: 3 clusters Score -1920998 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -1921679.750000 Penalty: 5012.018555
	Iteration 8Q: 3 clusters Score -1921680 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -1922213.375000 Penalty: 5012.018555
	Iteration 9Q: 3 clusters Score -1922213 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
Score: -1922645.125000 Penalty: 5012.018555
	Iteration 10Q: 3 clusters Score -1922645 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 16269 members 
Entering Unmasked Estep 
Score: -1922972.375000 Penalty: 5012.018555
	Iteration 11Q: 3 clusters Score -1922972 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 16783 members 
Entering Unmasked Estep 
Score: -1923245.500000 Penalty: 5012.018555
	Iteration 12Q: 3 clusters Score -1923246 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -1923483.875000 Penalty: 5012.018555
	Iteration 13Q: 3 clusters Score -1923484 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 17819 members 
Entering Unmasked Estep 
Score: -1923731.375000 Penalty: 5012.018555
	Iteration 14Q: 3 clusters Score -1923731 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 18382 members 
Entering Unmasked Estep 
Score: -1923989.500000 Penalty: 5012.018555
	Iteration 15Q: 3 clusters Score -1923990 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 18957 members 
Entering Unmasked Estep 
Score: -1924261.125000 Penalty: 5012.018555
	Iteration 16Q: 3 clusters Score -1924261 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 19537 members 
Entering Unmasked Estep 
Score: -1924542.875000 Penalty: 5012.018555
	Iteration 17Q: 3 clusters Score -1924543 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 20101 members 
Entering Unmasked Estep 
Score: -1924850.500000 Penalty: 5012.018555
	Iteration 18Q: 3 clusters Score -1924850 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 20656 members 
Entering Unmasked Estep 
Score: -1925148.500000 Penalty: 5012.018555
	Iteration 19Q: 3 clusters Score -1925148 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 21154 members 
Entering Unmasked Estep 
Score: -1925412.875000 Penalty: 5012.018555
	Iteration 20F: 3 clusters Score -1925413 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 21586 members 
Entering Unmasked Estep 
Score: -1925641.250000 Penalty: 5012.018555
	Iteration 21Q: 3 clusters Score -1925641 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 21950 members 
Entering Unmasked Estep 
Score: -1925829.500000 Penalty: 5012.018555
	Iteration 22Q: 3 clusters Score -1925830 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 22223 members 
Entering Unmasked Estep 
Score: -1925971.000000 Penalty: 5012.018555
	Iteration 23Q: 3 clusters Score -1925971 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 22427 members 
Entering Unmasked Estep 
Score: -1926081.250000 Penalty: 5012.018555
	Iteration 24Q: 3 clusters Score -1926081 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 22618 members 
Entering Unmasked Estep 
Score: -1926203.125000 Penalty: 5012.018555
	Iteration 25Q: 3 clusters Score -1926203 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 22768 members 
Entering Unmasked Estep 
Score: -1926285.375000 Penalty: 5012.018555
	Iteration 26Q: 3 clusters Score -1926285 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 22880 members 
Entering Unmasked Estep 
Score: -1926368.000000 Penalty: 5012.018555
	Iteration 27Q: 3 clusters Score -1926368 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 22976 members 
Entering Unmasked Estep 
Score: -1926435.875000 Penalty: 5012.018555
	Iteration 28Q: 3 clusters Score -1926436 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 23032 members 
Entering Unmasked Estep 
Score: -1926480.000000 Penalty: 5012.018555
	Iteration 29Q: 3 clusters Score -1926480 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 23083 members 
Entering Unmasked Estep 
Score: -1926514.000000 Penalty: 5012.018555
	Iteration 30Q: 3 clusters Score -1926514 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 23117 members 
Entering Unmasked Estep 
Score: -1926532.500000 Penalty: 5012.018555
	Iteration 31Q: 3 clusters Score -1926532 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 23139 members 
Entering Unmasked Estep 
Score: -1926542.375000 Penalty: 5012.018555
	Iteration 32Q: 3 clusters Score -1926542 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 23159 members 
Entering Unmasked Estep 
Score: -1926550.625000 Penalty: 5012.018555
	Iteration 33Q: 3 clusters Score -1926551 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 23172 members 
Entering Unmasked Estep 
Score: -1926555.000000 Penalty: 5012.018555
	Iteration 34Q: 3 clusters Score -1926555 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 23175 members 
Entering Unmasked Estep 
Score: -1926557.625000 Penalty: 5012.018555
	Iteration 35Q: 3 clusters Score -1926558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 23177 members 
Entering Unmasked Estep 
Score: -1926560.625000 Penalty: 5012.018555
	Iteration 36Q: 3 clusters Score -1926561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 23178 members 
Entering Unmasked Estep 
Score: -1926559.750000 Penalty: 5012.018555
	Iteration 37Q: 3 clusters Score -1926560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 23178 members 
Entering Unmasked Estep 
Score: -1926559.750000 Penalty: 5012.018555
	Iteration 38F: 3 clusters Score -1926560 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Entering Unmasked Estep 
Score: -220256.562500 Penalty: 2016.473755
	Iteration 0F: 2 clusters Score -220256.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -216777.921875 Penalty: 4032.947510
	Iteration 0F: 3 clusters Score -216777.9 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -217703.125000 Penalty: 4032.947510
	Iteration 1F: 3 clusters Score -217703.1 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -218115.109375 Penalty: 4032.947510
	Iteration 2F: 3 clusters Score -218115.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -218428.890625 Penalty: 4032.947510
	Iteration 3F: 3 clusters Score -218428.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -218669.687500 Penalty: 4032.947510
	Iteration 4F: 3 clusters Score -218669.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -218858.171875 Penalty: 4032.947510
	Iteration 5F: 3 clusters Score -218858.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -219027.437500 Penalty: 4032.947510
	Iteration 6F: 3 clusters Score -219027.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -219177.781250 Penalty: 4032.947510
	Iteration 7Q: 3 clusters Score -219177.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -219337.984375 Penalty: 4032.947510
	Iteration 8Q: 3 clusters Score -219338 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -219421.265625 Penalty: 4032.947510
	Iteration 9Q: 3 clusters Score -219421.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -219495.812500 Penalty: 4032.947510
	Iteration 10Q: 3 clusters Score -219495.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -219547.656250 Penalty: 4032.947510
	Iteration 11Q: 3 clusters Score -219547.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -219590.187500 Penalty: 4032.947510
	Iteration 12Q: 3 clusters Score -219590.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -219616.234375 Penalty: 4032.947510
	Iteration 13Q: 3 clusters Score -219616.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -219633.750000 Penalty: 4032.947510
	Iteration 14Q: 3 clusters Score -219633.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -219649.875000 Penalty: 4032.947510
	Iteration 15Q: 3 clusters Score -219649.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -219664.078125 Penalty: 4032.947510
	Iteration 16Q: 3 clusters Score -219664.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -219669.531250 Penalty: 4032.947510
	Iteration 17Q: 3 clusters Score -219669.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -219672.312500 Penalty: 4032.947510
	Iteration 18Q: 3 clusters Score -219672.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -219673.828125 Penalty: 4032.947510
	Iteration 19Q: 3 clusters Score -219673.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -219674.875000 Penalty: 4032.947510
	Iteration 20F: 3 clusters Score -219674.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -219676.531250 Penalty: 4032.947510
	Iteration 21Q: 3 clusters Score -219676.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -219678.109375 Penalty: 4032.947510
	Iteration 22Q: 3 clusters Score -219678.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -219679.234375 Penalty: 4032.947510
	Iteration 23Q: 3 clusters Score -219679.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -219681.312500 Penalty: 4032.947510
	Iteration 24Q: 3 clusters Score -219681.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -219682.406250 Penalty: 4032.947510
	Iteration 25Q: 3 clusters Score -219682.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -219683.656250 Penalty: 4032.947510
	Iteration 26Q: 3 clusters Score -219683.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -219686.187500 Penalty: 4032.947510
	Iteration 27Q: 3 clusters Score -219686.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -219687.359375 Penalty: 4032.947510
	Iteration 28Q: 3 clusters Score -219687.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -219691.015625 Penalty: 4032.947510
	Iteration 29Q: 3 clusters Score -219691 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -219692.921875 Penalty: 4032.947510
	Iteration 30Q: 3 clusters Score -219692.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -219693.843750 Penalty: 4032.947510
	Iteration 31Q: 3 clusters Score -219693.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -219694.812500 Penalty: 4032.947510
	Iteration 32Q: 3 clusters Score -219694.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -219695.687500 Penalty: 4032.947510
	Iteration 33Q: 3 clusters Score -219695.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -219695.687500 Penalty: 4032.947510
	Iteration 34F: 3 clusters Score -219695.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Entering Unmasked Estep 
Score: -274494.906250 Penalty: 2028.163330
	Iteration 0F: 2 clusters Score -274494.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -270884.218750 Penalty: 4056.326660
	Iteration 0F: 3 clusters Score -270884.2 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -271590.281250 Penalty: 4056.326660
	Iteration 1F: 3 clusters Score -271590.3 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -271774.031250 Penalty: 4056.326660
	Iteration 2F: 3 clusters Score -271774 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -271897.437500 Penalty: 4056.326660
	Iteration 3F: 3 clusters Score -271897.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -271969.968750 Penalty: 4056.326660
	Iteration 4Q: 3 clusters Score -271970 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -272010.656250 Penalty: 4056.326660
	Iteration 5Q: 3 clusters Score -272010.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -272040.343750 Penalty: 4056.326660
	Iteration 6Q: 3 clusters Score -272040.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -272058.531250 Penalty: 4056.326660
	Iteration 7Q: 3 clusters Score -272058.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -272068.656250 Penalty: 4056.326660
	Iteration 8Q: 3 clusters Score -272068.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -272078.625000 Penalty: 4056.326660
	Iteration 9Q: 3 clusters Score -272078.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -272092.218750 Penalty: 4056.326660
	Iteration 10Q: 3 clusters Score -272092.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -272099.656250 Penalty: 4056.326660
	Iteration 11Q: 3 clusters Score -272099.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -272107.562500 Penalty: 4056.326660
	Iteration 12Q: 3 clusters Score -272107.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -272120.093750 Penalty: 4056.326660
	Iteration 13Q: 3 clusters Score -272120.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -272136.906250 Penalty: 4056.326660
	Iteration 14Q: 3 clusters Score -272136.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -272155.250000 Penalty: 4056.326660
	Iteration 15Q: 3 clusters Score -272155.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -272177.125000 Penalty: 4056.326660
	Iteration 16Q: 3 clusters Score -272177.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -272195.562500 Penalty: 4056.326660
	Iteration 17Q: 3 clusters Score -272195.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -272219.468750 Penalty: 4056.326660
	Iteration 18Q: 3 clusters Score -272219.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -272238.531250 Penalty: 4056.326660
	Iteration 19Q: 3 clusters Score -272238.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -272258.437500 Penalty: 4056.326660
	Iteration 20F: 3 clusters Score -272258.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -272294.937500 Penalty: 4056.326660
	Iteration 21Q: 3 clusters Score -272294.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -272354.500000 Penalty: 4056.326660
	Iteration 22Q: 3 clusters Score -272354.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -272427.218750 Penalty: 4056.326660
	Iteration 23Q: 3 clusters Score -272427.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -272509.593750 Penalty: 4056.326660
	Iteration 24Q: 3 clusters Score -272509.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -272576.187500 Penalty: 4056.326660
	Iteration 25Q: 3 clusters Score -272576.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -272654.937500 Penalty: 4056.326660
	Iteration 26Q: 3 clusters Score -272654.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -272745.562500 Penalty: 4056.326660
	Iteration 27Q: 3 clusters Score -272745.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -272839.718750 Penalty: 4056.326660
	Iteration 28Q: 3 clusters Score -272839.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -272917.781250 Penalty: 4056.326660
	Iteration 29Q: 3 clusters Score -272917.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -272973.062500 Penalty: 4056.326660
	Iteration 30Q: 3 clusters Score -272973.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -273024.843750 Penalty: 4056.326660
	Iteration 31Q: 3 clusters Score -273024.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -273060.125000 Penalty: 4056.326660
	Iteration 32Q: 3 clusters Score -273060.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -273078.718750 Penalty: 4056.326660
	Iteration 33Q: 3 clusters Score -273078.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -273099.937500 Penalty: 4056.326660
	Iteration 34Q: 3 clusters Score -273099.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -273115.156250 Penalty: 4056.326660
	Iteration 35Q: 3 clusters Score -273115.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -273127.437500 Penalty: 4056.326660
	Iteration 36Q: 3 clusters Score -273127.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -273134.531250 Penalty: 4056.326660
	Iteration 37Q: 3 clusters Score -273134.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -273141.906250 Penalty: 4056.326660
	Iteration 38Q: 3 clusters Score -273141.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -273146.156250 Penalty: 4056.326660
	Iteration 39Q: 3 clusters Score -273146.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -273153.093750 Penalty: 4056.326660
	Iteration 40F: 3 clusters Score -273153.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -273157.843750 Penalty: 4056.326660
	Iteration 41Q: 3 clusters Score -273157.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -273160.937500 Penalty: 4056.326660
	Iteration 42Q: 3 clusters Score -273160.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -273163.218750 Penalty: 4056.326660
	Iteration 43Q: 3 clusters Score -273163.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -273165.656250 Penalty: 4056.326660
	Iteration 44Q: 3 clusters Score -273165.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -273167.312500 Penalty: 4056.326660
	Iteration 45Q: 3 clusters Score -273167.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -273168.437500 Penalty: 4056.326660
	Iteration 46Q: 3 clusters Score -273168.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -273171.750000 Penalty: 4056.326660
	Iteration 47Q: 3 clusters Score -273171.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -273173.968750 Penalty: 4056.326660
	Iteration 48Q: 3 clusters Score -273174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -273176.062500 Penalty: 4056.326660
	Iteration 49Q: 3 clusters Score -273176.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -273178.812500 Penalty: 4056.326660
	Iteration 50Q: 3 clusters Score -273178.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -273179.687500 Penalty: 4056.326660
	Iteration 51Q: 3 clusters Score -273179.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -273181.156250 Penalty: 4056.326660
	Iteration 52Q: 3 clusters Score -273181.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -273182.781250 Penalty: 4056.326660
	Iteration 53Q: 3 clusters Score -273182.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -273184.937500 Penalty: 4056.326660
	Iteration 54Q: 3 clusters Score -273184.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -273186.187500 Penalty: 4056.326660
	Iteration 55Q: 3 clusters Score -273186.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -273186.187500 Penalty: 4056.326660
	Iteration 56F: 3 clusters Score -273186.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (68106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68106 members 
Entering Unmasked Estep 
Score: -5502949.500000 Penalty: 2759.947510
	Iteration 0F: 2 clusters Score -5502950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33983 members 
Mstep: Class 2 contains 34123 members 
Entering Unmasked Estep 
Score: -5457231.500000 Penalty: 5519.895020
	Iteration 0F: 3 clusters Score -5457232 nChanged 31864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33519 members 
Mstep: Class 2 contains 34587 members 
Entering Unmasked Estep 
Score: -5474829.000000 Penalty: 5519.895020
	Iteration 1F: 3 clusters Score -5474829 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33113 members 
Mstep: Class 2 contains 34993 members 
Entering Unmasked Estep 
Score: -5475349.000000 Penalty: 5519.895020
	Iteration 2Q: 3 clusters Score -5475349 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32420 members 
Mstep: Class 2 contains 35686 members 
Entering Unmasked Estep 
Score: -5475879.000000 Penalty: 5519.895020
	Iteration 3Q: 3 clusters Score -5475879 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31429 members 
Mstep: Class 2 contains 36677 members 
Entering Unmasked Estep 
Score: -5476394.000000 Penalty: 5519.895020
	Iteration 4Q: 3 clusters Score -5476394 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29956 members 
Mstep: Class 2 contains 38150 members 
Entering Unmasked Estep 
Score: -5477067.500000 Penalty: 5519.895020
	Iteration 5Q: 3 clusters Score -5477068 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27805 members 
Mstep: Class 2 contains 40301 members 
Entering Unmasked Estep 
Score: -5478074.000000 Penalty: 5519.895020
	Iteration 6Q: 3 clusters Score -5478074 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24785 members 
Mstep: Class 2 contains 43321 members 
Entering Unmasked Estep 
Score: -5479590.500000 Penalty: 5519.895020
	Iteration 7Q: 3 clusters Score -5479590 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20809 members 
Mstep: Class 2 contains 47297 members 
Entering Unmasked Estep 
Score: -5482073.000000 Penalty: 5519.895020
	Iteration 8F: 3 clusters Score -5482073 nChanged 4955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 52202 members 
Entering Unmasked Estep 
Score: -5485818.500000 Penalty: 5519.895020
	Iteration 9F: 3 clusters Score -5485818 nChanged 5296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 57488 members 
Entering Unmasked Estep 
Score: -5490503.000000 Penalty: 5519.895020
	Iteration 10F: 3 clusters Score -5490503 nChanged 4685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 62163 members 
Entering Unmasked Estep 
Score: -5494905.500000 Penalty: 5519.895020
	Iteration 11F: 3 clusters Score -5494906 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 65361 members 
Entering Unmasked Estep 
Score: -5497963.500000 Penalty: 5519.895020
	Iteration 12Q: 3 clusters Score -5497964 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 66965 members 
Entering Unmasked Estep 
Score: -5499437.500000 Penalty: 5519.895020
	Iteration 13Q: 3 clusters Score -5499438 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 67595 members 
Entering Unmasked Estep 
Score: -5500034.000000 Penalty: 5519.895020
	Iteration 14Q: 3 clusters Score -5500034 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 67776 members 
Entering Unmasked Estep 
Score: -5500247.000000 Penalty: 5519.895020
	Iteration 15Q: 3 clusters Score -5500247 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 67832 members 
Entering Unmasked Estep 
Score: -5500342.500000 Penalty: 5519.895020
	Iteration 16Q: 3 clusters Score -5500342 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 67851 members 
Entering Unmasked Estep 
Score: -5500399.500000 Penalty: 5519.895020
	Iteration 17Q: 3 clusters Score -5500400 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 67862 members 
Entering Unmasked Estep 
Score: -5500440.500000 Penalty: 5519.895020
	Iteration 18Q: 3 clusters Score -5500440 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 67872 members 
Entering Unmasked Estep 
Score: -5500457.000000 Penalty: 5519.895020
	Iteration 19Q: 3 clusters Score -5500457 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 67879 members 
Entering Unmasked Estep 
Score: -5500466.000000 Penalty: 5519.895020
	Iteration 20F: 3 clusters Score -5500466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 67881 members 
Entering Unmasked Estep 
Score: -5500476.000000 Penalty: 5519.895020
	Iteration 21Q: 3 clusters Score -5500476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 67885 members 
Entering Unmasked Estep 
Score: -5500486.500000 Penalty: 5519.895020
	Iteration 22Q: 3 clusters Score -5500486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 67884 members 
Entering Unmasked Estep 
Score: -5500487.500000 Penalty: 5519.895020
	Iteration 23Q: 3 clusters Score -5500488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 67885 members 
Entering Unmasked Estep 
Score: -5500501.000000 Penalty: 5519.895020
	Iteration 24Q: 3 clusters Score -5500501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 67887 members 
Entering Unmasked Estep 
Score: -5500508.000000 Penalty: 5519.895020
	Iteration 25Q: 3 clusters Score -5500508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 67887 members 
Entering Unmasked Estep 
Score: -5500506.500000 Penalty: 5519.895020
	Iteration 26Q: 3 clusters Score -5500506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 67889 members 
Entering Unmasked Estep 
Score: -5500511.500000 Penalty: 5519.895020
	Iteration 27Q: 3 clusters Score -5500512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 67891 members 
Entering Unmasked Estep 
Score: -5500515.000000 Penalty: 5519.895020
	Iteration 28Q: 3 clusters Score -5500515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 67892 members 
Entering Unmasked Estep 
Score: -5500522.500000 Penalty: 5519.895020
	Iteration 29Q: 3 clusters Score -5500522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 67891 members 
Entering Unmasked Estep 
Score: -5500522.000000 Penalty: 5519.895020
	Iteration 30Q: 3 clusters Score -5500522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 67891 members 
Entering Unmasked Estep 
Score: -5500522.000000 Penalty: 5519.895020
	Iteration 31F: 3 clusters Score -5500522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (154225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154225 members 
Entering Unmasked Estep 
Score: -12347571.000000 Penalty: 2962.649658
	Iteration 0F: 2 clusters Score -1.234757e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76400 members 
Mstep: Class 2 contains 77825 members 
Entering Unmasked Estep 
Score: -12244241.000000 Penalty: 5925.299316
	Iteration 0F: 3 clusters Score -1.224424e+07 nChanged 73701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63779 members 
Mstep: Class 2 contains 90446 members 
Entering Unmasked Estep 
Score: -12290215.000000 Penalty: 5925.299316
	Iteration 1F: 3 clusters Score -1.229022e+07 nChanged 9598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56025 members 
Mstep: Class 2 contains 98200 members 
Entering Unmasked Estep 
Score: -12296017.000000 Penalty: 5925.299316
	Iteration 2F: 3 clusters Score -1.229602e+07 nChanged 12665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45410 members 
Mstep: Class 2 contains 108815 members 
Entering Unmasked Estep 
Score: -12306145.000000 Penalty: 5925.299316
	Iteration 3F: 3 clusters Score -1.230614e+07 nChanged 13918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33716 members 
Mstep: Class 2 contains 120509 members 
Entering Unmasked Estep 
Score: -12318275.000000 Penalty: 5925.299316
	Iteration 4F: 3 clusters Score -1.231828e+07 nChanged 12095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23629 members 
Mstep: Class 2 contains 130596 members 
Entering Unmasked Estep 
Score: -12328452.000000 Penalty: 5925.299316
	Iteration 5F: 3 clusters Score -1.232845e+07 nChanged 8187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16564 members 
Mstep: Class 2 contains 137661 members 
Entering Unmasked Estep 
Score: -12334419.000000 Penalty: 5925.299316
	Iteration 6F: 3 clusters Score -1.233442e+07 nChanged 5140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 142451 members 
Entering Unmasked Estep 
Score: -12337767.000000 Penalty: 5925.299316
	Iteration 7Q: 3 clusters Score -1.233777e+07 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 145874 members 
Entering Unmasked Estep 
Score: -12340069.000000 Penalty: 5925.299316
	Iteration 8Q: 3 clusters Score -1.234007e+07 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 148385 members 
Entering Unmasked Estep 
Score: -12341762.000000 Penalty: 5925.299316
	Iteration 9Q: 3 clusters Score -1.234176e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 150135 members 
Entering Unmasked Estep 
Score: -12342868.000000 Penalty: 5925.299316
	Iteration 10Q: 3 clusters Score -1.234287e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 151343 members 
Entering Unmasked Estep 
Score: -12343600.000000 Penalty: 5925.299316
	Iteration 11Q: 3 clusters Score -1.23436e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 152158 members 
Entering Unmasked Estep 
Score: -12344218.000000 Penalty: 5925.299316
	Iteration 12Q: 3 clusters Score -1.234422e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 152631 members 
Entering Unmasked Estep 
Score: -12344515.000000 Penalty: 5925.299316
	Iteration 13Q: 3 clusters Score -1.234452e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 152907 members 
Entering Unmasked Estep 
Score: -12344735.000000 Penalty: 5925.299316
	Iteration 14Q: 3 clusters Score -1.234474e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 153091 members 
Entering Unmasked Estep 
Score: -12344849.000000 Penalty: 5925.299316
	Iteration 15Q: 3 clusters Score -1.234485e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 153191 members 
Entering Unmasked Estep 
Score: -12344927.000000 Penalty: 5925.299316
	Iteration 16Q: 3 clusters Score -1.234493e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 153274 members 
Entering Unmasked Estep 
Score: -12344980.000000 Penalty: 5925.299316
	Iteration 17Q: 3 clusters Score -1.234498e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 153335 members 
Entering Unmasked Estep 
Score: -12345035.000000 Penalty: 5925.299316
	Iteration 18Q: 3 clusters Score -1.234504e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 153373 members 
Entering Unmasked Estep 
Score: -12345100.000000 Penalty: 5925.299316
	Iteration 19Q: 3 clusters Score -1.23451e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 153406 members 
Entering Unmasked Estep 
Score: -12345119.000000 Penalty: 5925.299316
	Iteration 20F: 3 clusters Score -1.234512e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 153435 members 
Entering Unmasked Estep 
Score: -12345147.000000 Penalty: 5925.299316
	Iteration 21Q: 3 clusters Score -1.234515e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 153450 members 
Entering Unmasked Estep 
Score: -12345191.000000 Penalty: 5925.299316
	Iteration 22Q: 3 clusters Score -1.234519e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 153471 members 
Entering Unmasked Estep 
Score: -12345206.000000 Penalty: 5925.299316
	Iteration 23Q: 3 clusters Score -1.234521e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 153490 members 
Entering Unmasked Estep 
Score: -12345218.000000 Penalty: 5925.299316
	Iteration 24Q: 3 clusters Score -1.234522e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 153497 members 
Entering Unmasked Estep 
Score: -12345243.000000 Penalty: 5925.299316
	Iteration 25Q: 3 clusters Score -1.234524e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 153504 members 
Entering Unmasked Estep 
Score: -12345286.000000 Penalty: 5925.299316
	Iteration 26Q: 3 clusters Score -1.234529e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 153510 members 
Entering Unmasked Estep 
Score: -12345300.000000 Penalty: 5925.299316
	Iteration 27Q: 3 clusters Score -1.23453e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 153510 members 
Entering Unmasked Estep 
Score: -12345321.000000 Penalty: 5925.299316
	Iteration 28Q: 3 clusters Score -1.234532e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 153519 members 
Entering Unmasked Estep 
Score: -12345349.000000 Penalty: 5925.299316
	Iteration 29Q: 3 clusters Score -1.234535e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 153531 members 
Entering Unmasked Estep 
Score: -12345360.000000 Penalty: 5925.299316
	Iteration 30Q: 3 clusters Score -1.234536e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 153537 members 
Entering Unmasked Estep 
Score: -12345374.000000 Penalty: 5925.299316
	Iteration 31Q: 3 clusters Score -1.234537e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 153540 members 
Entering Unmasked Estep 
Score: -12345380.000000 Penalty: 5925.299316
	Iteration 32Q: 3 clusters Score -1.234538e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 153542 members 
Entering Unmasked Estep 
Score: -12345393.000000 Penalty: 5925.299316
	Iteration 33Q: 3 clusters Score -1.234539e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 153540 members 
Entering Unmasked Estep 
Score: -12345399.000000 Penalty: 5925.299316
	Iteration 34Q: 3 clusters Score -1.23454e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 153533 members 
Entering Unmasked Estep 
Score: -12345400.000000 Penalty: 5925.299316
	Iteration 35Q: 3 clusters Score -1.23454e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 153525 members 
Entering Unmasked Estep 
Score: -12345402.000000 Penalty: 5925.299316
	Iteration 36Q: 3 clusters Score -1.23454e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 153519 members 
Entering Unmasked Estep 
Score: -12345415.000000 Penalty: 5925.299316
	Iteration 37Q: 3 clusters Score -1.234542e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 153521 members 
Entering Unmasked Estep 
Score: -12345413.000000 Penalty: 5925.299316
	Iteration 38Q: 3 clusters Score -1.234541e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 153522 members 
Entering Unmasked Estep 
Score: -12345400.000000 Penalty: 5925.299316
	Iteration 39Q: 3 clusters Score -1.23454e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 153526 members 
Entering Unmasked Estep 
Score: -12345423.000000 Penalty: 5925.299316
	Iteration 40F: 3 clusters Score -1.234542e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 153533 members 
Entering Unmasked Estep 
Score: -12345421.000000 Penalty: 5925.299316
	Iteration 41Q: 3 clusters Score -1.234542e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 153534 members 
Entering Unmasked Estep 
Score: -12345413.000000 Penalty: 5925.299316
	Iteration 42Q: 3 clusters Score -1.234541e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 153530 members 
Entering Unmasked Estep 
Score: -12345424.000000 Penalty: 5925.299316
	Iteration 43Q: 3 clusters Score -1.234542e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 153531 members 
Entering Unmasked Estep 
Score: -12345434.000000 Penalty: 5925.299316
	Iteration 44Q: 3 clusters Score -1.234543e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 153530 members 
Entering Unmasked Estep 
Score: -12345423.000000 Penalty: 5925.299316
	Iteration 45Q: 3 clusters Score -1.234542e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 153527 members 
Entering Unmasked Estep 
Score: -12345419.000000 Penalty: 5925.299316
	Iteration 46Q: 3 clusters Score -1.234542e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 153527 members 
Entering Unmasked Estep 
Score: -12345424.000000 Penalty: 5925.299316
	Iteration 47Q: 3 clusters Score -1.234542e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 153529 members 
Entering Unmasked Estep 
Score: -12345434.000000 Penalty: 5925.299316
	Iteration 48Q: 3 clusters Score -1.234543e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 153530 members 
Entering Unmasked Estep 
Score: -12345427.000000 Penalty: 5925.299316
	Iteration 49Q: 3 clusters Score -1.234543e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 153529 members 
Entering Unmasked Estep 
Score: -12345426.000000 Penalty: 5925.299316
	Iteration 50Q: 3 clusters Score -1.234543e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 153525 members 
Entering Unmasked Estep 
Score: -12345429.000000 Penalty: 5925.299316
	Iteration 51Q: 3 clusters Score -1.234543e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 153527 members 
Entering Unmasked Estep 
Score: -12345428.000000 Penalty: 5925.299316
	Iteration 52Q: 3 clusters Score -1.234543e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 153524 members 
Entering Unmasked Estep 
Score: -12345436.000000 Penalty: 5925.299316
	Iteration 53Q: 3 clusters Score -1.234544e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 153524 members 
Entering Unmasked Estep 
Score: -12345436.000000 Penalty: 5925.299316
	Iteration 54Q: 3 clusters Score -1.234544e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 153526 members 
Entering Unmasked Estep 
Score: -12345453.000000 Penalty: 5925.299316
	Iteration 55Q: 3 clusters Score -1.234545e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 153531 members 
Entering Unmasked Estep 
Score: -12345453.000000 Penalty: 5925.299316
	Iteration 56Q: 3 clusters Score -1.234545e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 153527 members 
Entering Unmasked Estep 
Score: -12345456.000000 Penalty: 5925.299316
	Iteration 57Q: 3 clusters Score -1.234546e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 153523 members 
Entering Unmasked Estep 
Score: -12345462.000000 Penalty: 5925.299316
	Iteration 58Q: 3 clusters Score -1.234546e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 153521 members 
Entering Unmasked Estep 
Score: -12345449.000000 Penalty: 5925.299316
	Iteration 59Q: 3 clusters Score -1.234545e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 153520 members 
Entering Unmasked Estep 
Score: -12345461.000000 Penalty: 5925.299316
	Iteration 60F: 3 clusters Score -1.234546e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 153518 members 
Entering Unmasked Estep 
Score: -12345455.000000 Penalty: 5925.299316
	Iteration 61Q: 3 clusters Score -1.234546e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 153517 members 
Entering Unmasked Estep 
Score: -12345470.000000 Penalty: 5925.299316
	Iteration 62Q: 3 clusters Score -1.234547e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 153515 members 
Entering Unmasked Estep 
Score: -12345470.000000 Penalty: 5925.299316
	Iteration 63Q: 3 clusters Score -1.234547e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 153515 members 
Entering Unmasked Estep 
Score: -12345474.000000 Penalty: 5925.299316
	Iteration 64Q: 3 clusters Score -1.234547e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 153519 members 
Entering Unmasked Estep 
Score: -12345477.000000 Penalty: 5925.299316
	Iteration 65Q: 3 clusters Score -1.234548e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 153523 members 
Entering Unmasked Estep 
Score: -12345478.000000 Penalty: 5925.299316
	Iteration 66Q: 3 clusters Score -1.234548e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 153525 members 
Entering Unmasked Estep 
Score: -12345496.000000 Penalty: 5925.299316
	Iteration 67Q: 3 clusters Score -1.23455e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 153524 members 
Entering Unmasked Estep 
Score: -12345492.000000 Penalty: 5925.299316
	Iteration 68Q: 3 clusters Score -1.234549e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 153520 members 
Entering Unmasked Estep 
Score: -12345487.000000 Penalty: 5925.299316
	Iteration 69Q: 3 clusters Score -1.234549e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 153518 members 
Entering Unmasked Estep 
Score: -12345497.000000 Penalty: 5925.299316
	Iteration 70Q: 3 clusters Score -1.23455e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 153518 members 
Entering Unmasked Estep 
Score: -12345493.000000 Penalty: 5925.299316
	Iteration 71Q: 3 clusters Score -1.234549e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 153519 members 
Entering Unmasked Estep 
Score: -12345506.000000 Penalty: 5925.299316
	Iteration 72Q: 3 clusters Score -1.234551e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 153517 members 
Entering Unmasked Estep 
Score: -12345512.000000 Penalty: 5925.299316
	Iteration 73Q: 3 clusters Score -1.234551e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 153521 members 
Entering Unmasked Estep 
Score: -12345511.000000 Penalty: 5925.299316
	Iteration 74Q: 3 clusters Score -1.234551e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 153522 members 
Entering Unmasked Estep 
Score: -12345517.000000 Penalty: 5925.299316
	Iteration 75Q: 3 clusters Score -1.234552e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 153524 members 
Entering Unmasked Estep 
Score: -12345530.000000 Penalty: 5925.299316
	Iteration 76Q: 3 clusters Score -1.234553e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 153531 members 
Entering Unmasked Estep 
Score: -12345562.000000 Penalty: 5925.299316
	Iteration 77Q: 3 clusters Score -1.234556e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 153544 members 
Entering Unmasked Estep 
Score: -12345595.000000 Penalty: 5925.299316
	Iteration 78Q: 3 clusters Score -1.23456e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 153554 members 
Entering Unmasked Estep 
Score: -12345609.000000 Penalty: 5925.299316
	Iteration 79Q: 3 clusters Score -1.234561e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 153555 members 
Entering Unmasked Estep 
Score: -12345636.000000 Penalty: 5925.299316
	Iteration 80F: 3 clusters Score -1.234564e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 153548 members 
Entering Unmasked Estep 
Score: -12345664.000000 Penalty: 5925.299316
	Iteration 81Q: 3 clusters Score -1.234566e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 153541 members 
Entering Unmasked Estep 
Score: -12345681.000000 Penalty: 5925.299316
	Iteration 82Q: 3 clusters Score -1.234568e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 153526 members 
Entering Unmasked Estep 
Score: -12345703.000000 Penalty: 5925.299316
	Iteration 83Q: 3 clusters Score -1.23457e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 153514 members 
Entering Unmasked Estep 
Score: -12345726.000000 Penalty: 5925.299316
	Iteration 84Q: 3 clusters Score -1.234573e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 153498 members 
Entering Unmasked Estep 
Score: -12345753.000000 Penalty: 5925.299316
	Iteration 85Q: 3 clusters Score -1.234575e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 153482 members 
Entering Unmasked Estep 
Score: -12345794.000000 Penalty: 5925.299316
	Iteration 86Q: 3 clusters Score -1.234579e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 153462 members 
Entering Unmasked Estep 
Score: -12345833.000000 Penalty: 5925.299316
	Iteration 87Q: 3 clusters Score -1.234583e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 153439 members 
Entering Unmasked Estep 
Score: -12345819.000000 Penalty: 5925.299316
	Iteration 88Q: 3 clusters Score -1.234582e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 153423 members 
Entering Unmasked Estep 
Score: -12345813.000000 Penalty: 5925.299316
	Iteration 89Q: 3 clusters Score -1.234581e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 153408 members 
Entering Unmasked Estep 
Score: -12345828.000000 Penalty: 5925.299316
	Iteration 90Q: 3 clusters Score -1.234583e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 153386 members 
Entering Unmasked Estep 
Score: -12345860.000000 Penalty: 5925.299316
	Iteration 91Q: 3 clusters Score -1.234586e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 153368 members 
Entering Unmasked Estep 
Score: -12345883.000000 Penalty: 5925.299316
	Iteration 92Q: 3 clusters Score -1.234588e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 153350 members 
Entering Unmasked Estep 
Score: -12345896.000000 Penalty: 5925.299316
	Iteration 93Q: 3 clusters Score -1.23459e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 153331 members 
Entering Unmasked Estep 
Score: -12345922.000000 Penalty: 5925.299316
	Iteration 94Q: 3 clusters Score -1.234592e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 153315 members 
Entering Unmasked Estep 
Score: -12345936.000000 Penalty: 5925.299316
	Iteration 95Q: 3 clusters Score -1.234594e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 153298 members 
Entering Unmasked Estep 
Score: -12345940.000000 Penalty: 5925.299316
	Iteration 96Q: 3 clusters Score -1.234594e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 153267 members 
Entering Unmasked Estep 
Score: -12345942.000000 Penalty: 5925.299316
	Iteration 97Q: 3 clusters Score -1.234594e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 153244 members 
Entering Unmasked Estep 
Score: -12345971.000000 Penalty: 5925.299316
	Iteration 98Q: 3 clusters Score -1.234597e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 153230 members 
Entering Unmasked Estep 
Score: -12345984.000000 Penalty: 5925.299316
	Iteration 99Q: 3 clusters Score -1.234598e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 153217 members 
Entering Unmasked Estep 
Score: -12345995.000000 Penalty: 5925.299316
	Iteration 100F: 3 clusters Score -1.2346e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 153200 members 
Entering Unmasked Estep 
Score: -12346015.000000 Penalty: 5925.299316
	Iteration 101Q: 3 clusters Score -1.234602e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 153186 members 
Entering Unmasked Estep 
Score: -12346022.000000 Penalty: 5925.299316
	Iteration 102Q: 3 clusters Score -1.234602e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 153167 members 
Entering Unmasked Estep 
Score: -12346041.000000 Penalty: 5925.299316
	Iteration 103Q: 3 clusters Score -1.234604e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 153148 members 
Entering Unmasked Estep 
Score: -12346045.000000 Penalty: 5925.299316
	Iteration 104Q: 3 clusters Score -1.234604e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 153123 members 
Entering Unmasked Estep 
Score: -12346047.000000 Penalty: 5925.299316
	Iteration 105Q: 3 clusters Score -1.234605e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 153101 members 
Entering Unmasked Estep 
Score: -12346058.000000 Penalty: 5925.299316
	Iteration 106Q: 3 clusters Score -1.234606e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 153073 members 
Entering Unmasked Estep 
Score: -12346058.000000 Penalty: 5925.299316
	Iteration 107Q: 3 clusters Score -1.234606e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 153048 members 
Entering Unmasked Estep 
Score: -12346075.000000 Penalty: 5925.299316
	Iteration 108Q: 3 clusters Score -1.234608e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 153032 members 
Entering Unmasked Estep 
Score: -12346090.000000 Penalty: 5925.299316
	Iteration 109Q: 3 clusters Score -1.234609e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 153021 members 
Entering Unmasked Estep 
Score: -12346070.000000 Penalty: 5925.299316
	Iteration 110Q: 3 clusters Score -1.234607e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 153010 members 
Entering Unmasked Estep 
Score: -12346076.000000 Penalty: 5925.299316
	Iteration 111Q: 3 clusters Score -1.234608e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 152996 members 
Entering Unmasked Estep 
Score: -12346082.000000 Penalty: 5925.299316
	Iteration 112Q: 3 clusters Score -1.234608e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 152982 members 
Entering Unmasked Estep 
Score: -12346088.000000 Penalty: 5925.299316
	Iteration 113Q: 3 clusters Score -1.234609e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 152966 members 
Entering Unmasked Estep 
Score: -12346086.000000 Penalty: 5925.299316
	Iteration 114Q: 3 clusters Score -1.234609e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 152949 members 
Entering Unmasked Estep 
Score: -12346105.000000 Penalty: 5925.299316
	Iteration 115Q: 3 clusters Score -1.23461e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 152944 members 
Entering Unmasked Estep 
Score: -12346101.000000 Penalty: 5925.299316
	Iteration 116Q: 3 clusters Score -1.23461e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 152940 members 
Entering Unmasked Estep 
Score: -12346112.000000 Penalty: 5925.299316
	Iteration 117Q: 3 clusters Score -1.234611e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 152939 members 
Entering Unmasked Estep 
Score: -12346103.000000 Penalty: 5925.299316
	Iteration 118Q: 3 clusters Score -1.23461e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 152934 members 
Entering Unmasked Estep 
Score: -12346112.000000 Penalty: 5925.299316
	Iteration 119Q: 3 clusters Score -1.234611e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 152930 members 
Entering Unmasked Estep 
Score: -12346121.000000 Penalty: 5925.299316
	Iteration 120F: 3 clusters Score -1.234612e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 152928 members 
Entering Unmasked Estep 
Score: -12346113.000000 Penalty: 5925.299316
	Iteration 121Q: 3 clusters Score -1.234611e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 152927 members 
Entering Unmasked Estep 
Score: -12346118.000000 Penalty: 5925.299316
	Iteration 122Q: 3 clusters Score -1.234612e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 152927 members 
Entering Unmasked Estep 
Score: -12346114.000000 Penalty: 5925.299316
	Iteration 123Q: 3 clusters Score -1.234611e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 152925 members 
Entering Unmasked Estep 
Score: -12346105.000000 Penalty: 5925.299316
	Iteration 124Q: 3 clusters Score -1.23461e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 152922 members 
Entering Unmasked Estep 
Score: -12346104.000000 Penalty: 5925.299316
	Iteration 125Q: 3 clusters Score -1.23461e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 152919 members 
Entering Unmasked Estep 
Score: -12346114.000000 Penalty: 5925.299316
	Iteration 126Q: 3 clusters Score -1.234611e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 152918 members 
Entering Unmasked Estep 
Score: -12346117.000000 Penalty: 5925.299316
	Iteration 127Q: 3 clusters Score -1.234612e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 152918 members 
Entering Unmasked Estep 
Score: -12346105.000000 Penalty: 5925.299316
	Iteration 128Q: 3 clusters Score -1.23461e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 152914 members 
Entering Unmasked Estep 
Score: -12346106.000000 Penalty: 5925.299316
	Iteration 129Q: 3 clusters Score -1.234611e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 152912 members 
Entering Unmasked Estep 
Score: -12346107.000000 Penalty: 5925.299316
	Iteration 130Q: 3 clusters Score -1.234611e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 152911 members 
Entering Unmasked Estep 
Score: -12346107.000000 Penalty: 5925.299316
	Iteration 131Q: 3 clusters Score -1.234611e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 152911 members 
Entering Unmasked Estep 
Score: -12346107.000000 Penalty: 5925.299316
	Iteration 132F: 3 clusters Score -1.234611e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Entering Unmasked Estep 
Score: -662407.687500 Penalty: 2247.134766
	Iteration 0F: 2 clusters Score -662407.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -655607.687500 Penalty: 4494.269531
	Iteration 0F: 3 clusters Score -655607.7 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -657635.000000 Penalty: 4494.269531
	Iteration 1F: 3 clusters Score -657635 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -658135.687500 Penalty: 4494.269531
	Iteration 2F: 3 clusters Score -658135.7 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -658585.125000 Penalty: 4494.269531
	Iteration 3F: 3 clusters Score -658585.1 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -658973.687500 Penalty: 4494.269531
	Iteration 4F: 3 clusters Score -658973.7 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -659310.875000 Penalty: 4494.269531
	Iteration 5Q: 3 clusters Score -659310.9 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -659633.875000 Penalty: 4494.269531
	Iteration 6Q: 3 clusters Score -659633.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -659850.937500 Penalty: 4494.269531
	Iteration 7Q: 3 clusters Score -659850.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -660075.937500 Penalty: 4494.269531
	Iteration 8Q: 3 clusters Score -660075.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -660255.375000 Penalty: 4494.269531
	Iteration 9Q: 3 clusters Score -660255.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -660365.437500 Penalty: 4494.269531
	Iteration 10Q: 3 clusters Score -660365.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -660457.437500 Penalty: 4494.269531
	Iteration 11Q: 3 clusters Score -660457.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -660523.562500 Penalty: 4494.269531
	Iteration 12Q: 3 clusters Score -660523.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -660570.625000 Penalty: 4494.269531
	Iteration 13Q: 3 clusters Score -660570.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -660605.437500 Penalty: 4494.269531
	Iteration 14Q: 3 clusters Score -660605.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -660638.875000 Penalty: 4494.269531
	Iteration 15Q: 3 clusters Score -660638.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -660675.312500 Penalty: 4494.269531
	Iteration 16Q: 3 clusters Score -660675.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -660708.812500 Penalty: 4494.269531
	Iteration 17Q: 3 clusters Score -660708.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -660743.500000 Penalty: 4494.269531
	Iteration 18Q: 3 clusters Score -660743.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -660773.312500 Penalty: 4494.269531
	Iteration 19Q: 3 clusters Score -660773.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -660807.000000 Penalty: 4494.269531
	Iteration 20F: 3 clusters Score -660807 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -660831.000000 Penalty: 4494.269531
	Iteration 21Q: 3 clusters Score -660831 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -660859.500000 Penalty: 4494.269531
	Iteration 22Q: 3 clusters Score -660859.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -660891.000000 Penalty: 4494.269531
	Iteration 23Q: 3 clusters Score -660891 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -660931.937500 Penalty: 4494.269531
	Iteration 24Q: 3 clusters Score -660931.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -660972.500000 Penalty: 4494.269531
	Iteration 25Q: 3 clusters Score -660972.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -661012.000000 Penalty: 4494.269531
	Iteration 26Q: 3 clusters Score -661012 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -661047.250000 Penalty: 4494.269531
	Iteration 27Q: 3 clusters Score -661047.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -661093.687500 Penalty: 4494.269531
	Iteration 28Q: 3 clusters Score -661093.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -661134.062500 Penalty: 4494.269531
	Iteration 29Q: 3 clusters Score -661134.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -661172.312500 Penalty: 4494.269531
	Iteration 30Q: 3 clusters Score -661172.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -661208.125000 Penalty: 4494.269531
	Iteration 31Q: 3 clusters Score -661208.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -661240.312500 Penalty: 4494.269531
	Iteration 32Q: 3 clusters Score -661240.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -661264.875000 Penalty: 4494.269531
	Iteration 33Q: 3 clusters Score -661264.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -661291.875000 Penalty: 4494.269531
	Iteration 34Q: 3 clusters Score -661291.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -661312.187500 Penalty: 4494.269531
	Iteration 35Q: 3 clusters Score -661312.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -661326.812500 Penalty: 4494.269531
	Iteration 36Q: 3 clusters Score -661326.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -661340.562500 Penalty: 4494.269531
	Iteration 37Q: 3 clusters Score -661340.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -661350.750000 Penalty: 4494.269531
	Iteration 38Q: 3 clusters Score -661350.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -661361.125000 Penalty: 4494.269531
	Iteration 39Q: 3 clusters Score -661361.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -661368.875000 Penalty: 4494.269531
	Iteration 40F: 3 clusters Score -661368.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -661379.000000 Penalty: 4494.269531
	Iteration 41Q: 3 clusters Score -661379 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -661388.875000 Penalty: 4494.269531
	Iteration 42Q: 3 clusters Score -661388.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -661395.125000 Penalty: 4494.269531
	Iteration 43Q: 3 clusters Score -661395.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -661402.250000 Penalty: 4494.269531
	Iteration 44Q: 3 clusters Score -661402.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -661407.875000 Penalty: 4494.269531
	Iteration 45Q: 3 clusters Score -661407.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -661418.125000 Penalty: 4494.269531
	Iteration 46Q: 3 clusters Score -661418.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -661427.500000 Penalty: 4494.269531
	Iteration 47Q: 3 clusters Score -661427.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -661434.937500 Penalty: 4494.269531
	Iteration 48Q: 3 clusters Score -661434.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -661443.500000 Penalty: 4494.269531
	Iteration 49Q: 3 clusters Score -661443.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -661449.875000 Penalty: 4494.269531
	Iteration 50Q: 3 clusters Score -661449.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -661455.375000 Penalty: 4494.269531
	Iteration 51Q: 3 clusters Score -661455.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -661466.187500 Penalty: 4494.269531
	Iteration 52Q: 3 clusters Score -661466.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -661480.375000 Penalty: 4494.269531
	Iteration 53Q: 3 clusters Score -661480.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -661498.125000 Penalty: 4494.269531
	Iteration 54Q: 3 clusters Score -661498.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -661510.187500 Penalty: 4494.269531
	Iteration 55Q: 3 clusters Score -661510.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -661522.000000 Penalty: 4494.269531
	Iteration 56Q: 3 clusters Score -661522 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -661535.187500 Penalty: 4494.269531
	Iteration 57Q: 3 clusters Score -661535.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -661549.875000 Penalty: 4494.269531
	Iteration 58Q: 3 clusters Score -661549.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -661572.750000 Penalty: 4494.269531
	Iteration 59Q: 3 clusters Score -661572.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -661601.875000 Penalty: 4494.269531
	Iteration 60F: 3 clusters Score -661601.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -661630.312500 Penalty: 4494.269531
	Iteration 61Q: 3 clusters Score -661630.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -661651.875000 Penalty: 4494.269531
	Iteration 62Q: 3 clusters Score -661651.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -661667.125000 Penalty: 4494.269531
	Iteration 63Q: 3 clusters Score -661667.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -661681.500000 Penalty: 4494.269531
	Iteration 64Q: 3 clusters Score -661681.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -661698.625000 Penalty: 4494.269531
	Iteration 65Q: 3 clusters Score -661698.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -661715.437500 Penalty: 4494.269531
	Iteration 66Q: 3 clusters Score -661715.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -661728.812500 Penalty: 4494.269531
	Iteration 67Q: 3 clusters Score -661728.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -661739.812500 Penalty: 4494.269531
	Iteration 68Q: 3 clusters Score -661739.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -661746.312500 Penalty: 4494.269531
	Iteration 69Q: 3 clusters Score -661746.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -661755.062500 Penalty: 4494.269531
	Iteration 70Q: 3 clusters Score -661755.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -661758.125000 Penalty: 4494.269531
	Iteration 71Q: 3 clusters Score -661758.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -661763.812500 Penalty: 4494.269531
	Iteration 72Q: 3 clusters Score -661763.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -661762.750000 Penalty: 4494.269531
	Iteration 73Q: 3 clusters Score -661762.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -661765.750000 Penalty: 4494.269531
	Iteration 74Q: 3 clusters Score -661765.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -661763.875000 Penalty: 4494.269531
	Iteration 75Q: 3 clusters Score -661763.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -661765.937500 Penalty: 4494.269531
	Iteration 76Q: 3 clusters Score -661765.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -661767.812500 Penalty: 4494.269531
	Iteration 77Q: 3 clusters Score -661767.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -661769.812500 Penalty: 4494.269531
	Iteration 78Q: 3 clusters Score -661769.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -661769.125000 Penalty: 4494.269531
	Iteration 79Q: 3 clusters Score -661769.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -661768.562500 Penalty: 4494.269531
	Iteration 80F: 3 clusters Score -661768.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Entering Unmasked Estep 
Score: -642847.687500 Penalty: 2241.219971
	Iteration 0F: 2 clusters Score -642847.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -636193.375000 Penalty: 4482.439941
	Iteration 0F: 3 clusters Score -636193.4 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -638242.750000 Penalty: 4482.439941
	Iteration 1F: 3 clusters Score -638242.8 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -638661.000000 Penalty: 4482.439941
	Iteration 2F: 3 clusters Score -638661 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -639027.625000 Penalty: 4482.439941
	Iteration 3F: 3 clusters Score -639027.6 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -639360.625000 Penalty: 4482.439941
	Iteration 4F: 3 clusters Score -639360.6 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -639663.562500 Penalty: 4482.439941
	Iteration 5F: 3 clusters Score -639663.6 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -639957.625000 Penalty: 4482.439941
	Iteration 6F: 3 clusters Score -639957.6 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -640218.312500 Penalty: 4482.439941
	Iteration 7Q: 3 clusters Score -640218.3 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -640410.750000 Penalty: 4482.439941
	Iteration 8Q: 3 clusters Score -640410.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -640534.500000 Penalty: 4482.439941
	Iteration 9Q: 3 clusters Score -640534.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -640635.562500 Penalty: 4482.439941
	Iteration 10Q: 3 clusters Score -640635.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -640707.250000 Penalty: 4482.439941
	Iteration 11Q: 3 clusters Score -640707.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -640764.062500 Penalty: 4482.439941
	Iteration 12Q: 3 clusters Score -640764.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -640817.125000 Penalty: 4482.439941
	Iteration 13Q: 3 clusters Score -640817.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -640863.625000 Penalty: 4482.439941
	Iteration 14Q: 3 clusters Score -640863.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -640910.250000 Penalty: 4482.439941
	Iteration 15Q: 3 clusters Score -640910.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -640958.375000 Penalty: 4482.439941
	Iteration 16Q: 3 clusters Score -640958.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -641003.625000 Penalty: 4482.439941
	Iteration 17Q: 3 clusters Score -641003.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -641064.000000 Penalty: 4482.439941
	Iteration 18Q: 3 clusters Score -641064 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -641111.125000 Penalty: 4482.439941
	Iteration 19Q: 3 clusters Score -641111.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -641157.625000 Penalty: 4482.439941
	Iteration 20F: 3 clusters Score -641157.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -641205.500000 Penalty: 4482.439941
	Iteration 21Q: 3 clusters Score -641205.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -641258.937500 Penalty: 4482.439941
	Iteration 22Q: 3 clusters Score -641258.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -641313.375000 Penalty: 4482.439941
	Iteration 23Q: 3 clusters Score -641313.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -641362.937500 Penalty: 4482.439941
	Iteration 24Q: 3 clusters Score -641362.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -641409.375000 Penalty: 4482.439941
	Iteration 25Q: 3 clusters Score -641409.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -641448.437500 Penalty: 4482.439941
	Iteration 26Q: 3 clusters Score -641448.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -641480.625000 Penalty: 4482.439941
	Iteration 27Q: 3 clusters Score -641480.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -641502.125000 Penalty: 4482.439941
	Iteration 28Q: 3 clusters Score -641502.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -641527.437500 Penalty: 4482.439941
	Iteration 29Q: 3 clusters Score -641527.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -641547.812500 Penalty: 4482.439941
	Iteration 30Q: 3 clusters Score -641547.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -641573.125000 Penalty: 4482.439941
	Iteration 31Q: 3 clusters Score -641573.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -641604.750000 Penalty: 4482.439941
	Iteration 32Q: 3 clusters Score -641604.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -641644.437500 Penalty: 4482.439941
	Iteration 33Q: 3 clusters Score -641644.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -641698.187500 Penalty: 4482.439941
	Iteration 34Q: 3 clusters Score -641698.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -641754.750000 Penalty: 4482.439941
	Iteration 35Q: 3 clusters Score -641754.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -641813.687500 Penalty: 4482.439941
	Iteration 36Q: 3 clusters Score -641813.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -641866.812500 Penalty: 4482.439941
	Iteration 37Q: 3 clusters Score -641866.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -641925.625000 Penalty: 4482.439941
	Iteration 38Q: 3 clusters Score -641925.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -641986.875000 Penalty: 4482.439941
	Iteration 39Q: 3 clusters Score -641986.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -642062.937500 Penalty: 4482.439941
	Iteration 40F: 3 clusters Score -642062.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -642141.687500 Penalty: 4482.439941
	Iteration 41Q: 3 clusters Score -642141.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -642207.687500 Penalty: 4482.439941
	Iteration 42Q: 3 clusters Score -642207.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -642268.875000 Penalty: 4482.439941
	Iteration 43Q: 3 clusters Score -642268.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -642308.187500 Penalty: 4482.439941
	Iteration 44Q: 3 clusters Score -642308.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -642329.937500 Penalty: 4482.439941
	Iteration 45Q: 3 clusters Score -642329.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -642346.812500 Penalty: 4482.439941
	Iteration 46Q: 3 clusters Score -642346.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -642355.250000 Penalty: 4482.439941
	Iteration 47Q: 3 clusters Score -642355.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -642361.375000 Penalty: 4482.439941
	Iteration 48Q: 3 clusters Score -642361.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -642364.000000 Penalty: 4482.439941
	Iteration 49Q: 3 clusters Score -642364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -642366.312500 Penalty: 4482.439941
	Iteration 50Q: 3 clusters Score -642366.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -642371.250000 Penalty: 4482.439941
	Iteration 51Q: 3 clusters Score -642371.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -642376.687500 Penalty: 4482.439941
	Iteration 52Q: 3 clusters Score -642376.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -642379.625000 Penalty: 4482.439941
	Iteration 53Q: 3 clusters Score -642379.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -642382.000000 Penalty: 4482.439941
	Iteration 54Q: 3 clusters Score -642382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -642383.875000 Penalty: 4482.439941
	Iteration 55Q: 3 clusters Score -642383.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -642386.562500 Penalty: 4482.439941
	Iteration 56Q: 3 clusters Score -642386.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -642388.187500 Penalty: 4482.439941
	Iteration 57Q: 3 clusters Score -642388.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -642390.125000 Penalty: 4482.439941
	Iteration 58Q: 3 clusters Score -642390.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -642394.875000 Penalty: 4482.439941
	Iteration 59Q: 3 clusters Score -642394.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -642397.812500 Penalty: 4482.439941
	Iteration 60F: 3 clusters Score -642397.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -642402.875000 Penalty: 4482.439941
	Iteration 61Q: 3 clusters Score -642402.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -642404.687500 Penalty: 4482.439941
	Iteration 62Q: 3 clusters Score -642404.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -642406.375000 Penalty: 4482.439941
	Iteration 63Q: 3 clusters Score -642406.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -642408.250000 Penalty: 4482.439941
	Iteration 64Q: 3 clusters Score -642408.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -642410.375000 Penalty: 4482.439941
	Iteration 65Q: 3 clusters Score -642410.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -642413.375000 Penalty: 4482.439941
	Iteration 66Q: 3 clusters Score -642413.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -642417.000000 Penalty: 4482.439941
	Iteration 67Q: 3 clusters Score -642417 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -642419.500000 Penalty: 4482.439941
	Iteration 68Q: 3 clusters Score -642419.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -642421.625000 Penalty: 4482.439941
	Iteration 69Q: 3 clusters Score -642421.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -642422.687500 Penalty: 4482.439941
	Iteration 70Q: 3 clusters Score -642422.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -642426.375000 Penalty: 4482.439941
	Iteration 71Q: 3 clusters Score -642426.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -642427.250000 Penalty: 4482.439941
	Iteration 72Q: 3 clusters Score -642427.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -642427.750000 Penalty: 4482.439941
	Iteration 73Q: 3 clusters Score -642427.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -642428.812500 Penalty: 4482.439941
	Iteration 74Q: 3 clusters Score -642428.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -642428.812500 Penalty: 4482.439941
	Iteration 75F: 3 clusters Score -642428.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (75643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75643 members 
Entering Unmasked Estep 
Score: -6145767.500000 Penalty: 2785.977539
	Iteration 0F: 2 clusters Score -6145768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37758 members 
Mstep: Class 2 contains 37885 members 
Entering Unmasked Estep 
Score: -6094925.000000 Penalty: 5571.955078
	Iteration 0F: 3 clusters Score -6094925 nChanged 35597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38021 members 
Mstep: Class 2 contains 37622 members 
Entering Unmasked Estep 
Score: -6115270.500000 Penalty: 5571.955078
	Iteration 1F: 3 clusters Score -6115270 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38251 members 
Mstep: Class 2 contains 37392 members 
Entering Unmasked Estep 
Score: -6116177.000000 Penalty: 5571.955078
	Iteration 2Q: 3 clusters Score -6116177 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38675 members 
Mstep: Class 2 contains 36968 members 
Entering Unmasked Estep 
Score: -6117165.000000 Penalty: 5571.955078
	Iteration 3Q: 3 clusters Score -6117165 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39422 members 
Mstep: Class 2 contains 36221 members 
Entering Unmasked Estep 
Score: -6118615.500000 Penalty: 5571.955078
	Iteration 4Q: 3 clusters Score -6118616 nChanged 3864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40580 members 
Mstep: Class 2 contains 35063 members 
Entering Unmasked Estep 
Score: -6120548.000000 Penalty: 5571.955078
	Iteration 5F: 3 clusters Score -6120548 nChanged 4615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42267 members 
Mstep: Class 2 contains 33376 members 
Entering Unmasked Estep 
Score: -6123347.500000 Penalty: 5571.955078
	Iteration 6F: 3 clusters Score -6123348 nChanged 5006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44465 members 
Mstep: Class 2 contains 31178 members 
Entering Unmasked Estep 
Score: -6126690.000000 Penalty: 5571.955078
	Iteration 7F: 3 clusters Score -6126690 nChanged 5047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46908 members 
Mstep: Class 2 contains 28735 members 
Entering Unmasked Estep 
Score: -6130268.000000 Penalty: 5571.955078
	Iteration 8F: 3 clusters Score -6130268 nChanged 4605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49215 members 
Mstep: Class 2 contains 26428 members 
Entering Unmasked Estep 
Score: -6133580.000000 Penalty: 5571.955078
	Iteration 9F: 3 clusters Score -6133580 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51111 members 
Mstep: Class 2 contains 24532 members 
Entering Unmasked Estep 
Score: -6136029.500000 Penalty: 5571.955078
	Iteration 10Q: 3 clusters Score -6136030 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52478 members 
Mstep: Class 2 contains 23165 members 
Entering Unmasked Estep 
Score: -6137298.000000 Penalty: 5571.955078
	Iteration 11Q: 3 clusters Score -6137298 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53598 members 
Mstep: Class 2 contains 22045 members 
Entering Unmasked Estep 
Score: -6137930.500000 Penalty: 5571.955078
	Iteration 12Q: 3 clusters Score -6137930 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54619 members 
Mstep: Class 2 contains 21024 members 
Entering Unmasked Estep 
Score: -6138389.500000 Penalty: 5571.955078
	Iteration 13Q: 3 clusters Score -6138390 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55570 members 
Mstep: Class 2 contains 20073 members 
Entering Unmasked Estep 
Score: -6138737.000000 Penalty: 5571.955078
	Iteration 14Q: 3 clusters Score -6138737 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56480 members 
Mstep: Class 2 contains 19163 members 
Entering Unmasked Estep 
Score: -6139030.000000 Penalty: 5571.955078
	Iteration 15Q: 3 clusters Score -6139030 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57369 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -6139268.000000 Penalty: 5571.955078
	Iteration 16Q: 3 clusters Score -6139268 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58253 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
Score: -6139535.000000 Penalty: 5571.955078
	Iteration 17Q: 3 clusters Score -6139535 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59112 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
Score: -6139815.000000 Penalty: 5571.955078
	Iteration 18Q: 3 clusters Score -6139815 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59965 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -6139990.500000 Penalty: 5571.955078
	Iteration 19Q: 3 clusters Score -6139990 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60802 members 
Mstep: Class 2 contains 14841 members 
Entering Unmasked Estep 
Score: -6140188.000000 Penalty: 5571.955078
	Iteration 20F: 3 clusters Score -6140188 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61594 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -6140388.000000 Penalty: 5571.955078
	Iteration 21Q: 3 clusters Score -6140388 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62330 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -6140561.500000 Penalty: 5571.955078
	Iteration 22Q: 3 clusters Score -6140562 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63109 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -6140819.500000 Penalty: 5571.955078
	Iteration 23Q: 3 clusters Score -6140820 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63842 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -6141039.500000 Penalty: 5571.955078
	Iteration 24Q: 3 clusters Score -6141040 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64557 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -6141246.500000 Penalty: 5571.955078
	Iteration 25Q: 3 clusters Score -6141246 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65240 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -6141446.500000 Penalty: 5571.955078
	Iteration 26Q: 3 clusters Score -6141446 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65933 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -6141650.000000 Penalty: 5571.955078
	Iteration 27Q: 3 clusters Score -6141650 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66579 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -6141859.500000 Penalty: 5571.955078
	Iteration 28Q: 3 clusters Score -6141860 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67210 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -6142032.000000 Penalty: 5571.955078
	Iteration 29Q: 3 clusters Score -6142032 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67815 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -6142192.500000 Penalty: 5571.955078
	Iteration 30Q: 3 clusters Score -6142192 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68343 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -6142377.000000 Penalty: 5571.955078
	Iteration 31Q: 3 clusters Score -6142377 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68872 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -6142540.000000 Penalty: 5571.955078
	Iteration 32Q: 3 clusters Score -6142540 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69367 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -6142722.000000 Penalty: 5571.955078
	Iteration 33Q: 3 clusters Score -6142722 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69827 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -6142846.000000 Penalty: 5571.955078
	Iteration 34Q: 3 clusters Score -6142846 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70234 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -6142918.500000 Penalty: 5571.955078
	Iteration 35Q: 3 clusters Score -6142918 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70608 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -6143030.000000 Penalty: 5571.955078
	Iteration 36Q: 3 clusters Score -6143030 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70917 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -6143135.000000 Penalty: 5571.955078
	Iteration 37Q: 3 clusters Score -6143135 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71206 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -6143208.000000 Penalty: 5571.955078
	Iteration 38Q: 3 clusters Score -6143208 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71471 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -6143282.000000 Penalty: 5571.955078
	Iteration 39Q: 3 clusters Score -6143282 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71723 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -6143351.500000 Penalty: 5571.955078
	Iteration 40F: 3 clusters Score -6143352 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71946 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -6143405.500000 Penalty: 5571.955078
	Iteration 41Q: 3 clusters Score -6143406 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72144 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -6143470.000000 Penalty: 5571.955078
	Iteration 42Q: 3 clusters Score -6143470 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72322 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -6143511.000000 Penalty: 5571.955078
	Iteration 43Q: 3 clusters Score -6143511 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72495 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -6143553.500000 Penalty: 5571.955078
	Iteration 44Q: 3 clusters Score -6143554 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72650 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -6143579.000000 Penalty: 5571.955078
	Iteration 45Q: 3 clusters Score -6143579 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72782 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -6143629.500000 Penalty: 5571.955078
	Iteration 46Q: 3 clusters Score -6143630 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72891 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -6143656.000000 Penalty: 5571.955078
	Iteration 47Q: 3 clusters Score -6143656 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72979 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -6143689.500000 Penalty: 5571.955078
	Iteration 48Q: 3 clusters Score -6143690 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73063 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -6143712.500000 Penalty: 5571.955078
	Iteration 49Q: 3 clusters Score -6143712 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73149 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -6143739.000000 Penalty: 5571.955078
	Iteration 50Q: 3 clusters Score -6143739 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73218 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -6143738.000000 Penalty: 5571.955078
	Iteration 51Q: 3 clusters Score -6143738 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73292 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -6143771.500000 Penalty: 5571.955078
	Iteration 52Q: 3 clusters Score -6143772 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73359 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -6143804.000000 Penalty: 5571.955078
	Iteration 53Q: 3 clusters Score -6143804 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73424 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -6143818.000000 Penalty: 5571.955078
	Iteration 54Q: 3 clusters Score -6143818 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73470 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -6143822.500000 Penalty: 5571.955078
	Iteration 55Q: 3 clusters Score -6143822 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73512 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -6143840.500000 Penalty: 5571.955078
	Iteration 56Q: 3 clusters Score -6143840 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73554 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -6143853.000000 Penalty: 5571.955078
	Iteration 57Q: 3 clusters Score -6143853 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73590 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -6143867.000000 Penalty: 5571.955078
	Iteration 58Q: 3 clusters Score -6143867 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73621 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -6143866.500000 Penalty: 5571.955078
	Iteration 59Q: 3 clusters Score -6143866 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73647 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -6143857.500000 Penalty: 5571.955078
	Iteration 60F: 3 clusters Score -6143858 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73664 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -6143864.500000 Penalty: 5571.955078
	Iteration 61Q: 3 clusters Score -6143864 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73681 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -6143867.500000 Penalty: 5571.955078
	Iteration 62Q: 3 clusters Score -6143868 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73698 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -6143869.500000 Penalty: 5571.955078
	Iteration 63Q: 3 clusters Score -6143870 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73713 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -6143881.000000 Penalty: 5571.955078
	Iteration 64Q: 3 clusters Score -6143881 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73722 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -6143887.000000 Penalty: 5571.955078
	Iteration 65Q: 3 clusters Score -6143887 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73735 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -6143898.000000 Penalty: 5571.955078
	Iteration 66Q: 3 clusters Score -6143898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73746 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -6143889.000000 Penalty: 5571.955078
	Iteration 67Q: 3 clusters Score -6143889 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73757 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -6143901.000000 Penalty: 5571.955078
	Iteration 68Q: 3 clusters Score -6143901 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73766 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -6143909.000000 Penalty: 5571.955078
	Iteration 69Q: 3 clusters Score -6143909 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73773 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -6143908.500000 Penalty: 5571.955078
	Iteration 70Q: 3 clusters Score -6143908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73776 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -6143909.500000 Penalty: 5571.955078
	Iteration 71Q: 3 clusters Score -6143910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73780 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -6143911.000000 Penalty: 5571.955078
	Iteration 72Q: 3 clusters Score -6143911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73783 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -6143907.500000 Penalty: 5571.955078
	Iteration 73Q: 3 clusters Score -6143908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73787 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -6143910.000000 Penalty: 5571.955078
	Iteration 74Q: 3 clusters Score -6143910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73788 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -6143909.500000 Penalty: 5571.955078
	Iteration 75Q: 3 clusters Score -6143910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73788 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -6143909.500000 Penalty: 5571.955078
	Iteration 76F: 3 clusters Score -6143910 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (63463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63463 members 
Entering Unmasked Estep 
Score: -5141045.500000 Penalty: 2742.436523
	Iteration 0F: 2 clusters Score -5141046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31504 members 
Mstep: Class 2 contains 31959 members 
Entering Unmasked Estep 
Score: -5098440.000000 Penalty: 5484.873047
	Iteration 0F: 3 clusters Score -5098440 nChanged 29602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29670 members 
Mstep: Class 2 contains 33793 members 
Entering Unmasked Estep 
Score: -5115057.500000 Penalty: 5484.873047
	Iteration 1F: 3 clusters Score -5115058 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28196 members 
Mstep: Class 2 contains 35267 members 
Entering Unmasked Estep 
Score: -5115896.000000 Penalty: 5484.873047
	Iteration 2Q: 3 clusters Score -5115896 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26042 members 
Mstep: Class 2 contains 37421 members 
Entering Unmasked Estep 
Score: -5117087.000000 Penalty: 5484.873047
	Iteration 3Q: 3 clusters Score -5117087 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23008 members 
Mstep: Class 2 contains 40455 members 
Entering Unmasked Estep 
Score: -5118949.500000 Penalty: 5484.873047
	Iteration 4F: 3 clusters Score -5118950 nChanged 4275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18949 members 
Mstep: Class 2 contains 44514 members 
Entering Unmasked Estep 
Score: -5121873.500000 Penalty: 5484.873047
	Iteration 5F: 3 clusters Score -5121874 nChanged 5044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 49432 members 
Entering Unmasked Estep 
Score: -5125937.500000 Penalty: 5484.873047
	Iteration 6F: 3 clusters Score -5125938 nChanged 4917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 54311 members 
Entering Unmasked Estep 
Score: -5130324.000000 Penalty: 5484.873047
	Iteration 7F: 3 clusters Score -5130324 nChanged 3980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 58281 members 
Entering Unmasked Estep 
Score: -5134010.500000 Penalty: 5484.873047
	Iteration 8F: 3 clusters Score -5134010 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 60855 members 
Entering Unmasked Estep 
Score: -5136377.500000 Penalty: 5484.873047
	Iteration 9Q: 3 clusters Score -5136378 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 62207 members 
Entering Unmasked Estep 
Score: -5137598.000000 Penalty: 5484.873047
	Iteration 10Q: 3 clusters Score -5137598 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 62774 members 
Entering Unmasked Estep 
Score: -5138141.000000 Penalty: 5484.873047
	Iteration 11Q: 3 clusters Score -5138141 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 62982 members 
Entering Unmasked Estep 
Score: -5138366.500000 Penalty: 5484.873047
	Iteration 12Q: 3 clusters Score -5138366 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 63079 members 
Entering Unmasked Estep 
Score: -5138466.000000 Penalty: 5484.873047
	Iteration 13Q: 3 clusters Score -5138466 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 63121 members 
Entering Unmasked Estep 
Score: -5138517.500000 Penalty: 5484.873047
	Iteration 14Q: 3 clusters Score -5138518 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 63143 members 
Entering Unmasked Estep 
Score: -5138560.000000 Penalty: 5484.873047
	Iteration 15Q: 3 clusters Score -5138560 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 63157 members 
Entering Unmasked Estep 
Score: -5138574.000000 Penalty: 5484.873047
	Iteration 16Q: 3 clusters Score -5138574 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 63170 members 
Entering Unmasked Estep 
Score: -5138598.000000 Penalty: 5484.873047
	Iteration 17Q: 3 clusters Score -5138598 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 63188 members 
Entering Unmasked Estep 
Score: -5138624.500000 Penalty: 5484.873047
	Iteration 18Q: 3 clusters Score -5138624 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 63195 members 
Entering Unmasked Estep 
Score: -5138646.000000 Penalty: 5484.873047
	Iteration 19Q: 3 clusters Score -5138646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 63199 members 
Entering Unmasked Estep 
Score: -5138648.000000 Penalty: 5484.873047
	Iteration 20F: 3 clusters Score -5138648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 63204 members 
Entering Unmasked Estep 
Score: -5138660.500000 Penalty: 5484.873047
	Iteration 21Q: 3 clusters Score -5138660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 63204 members 
Entering Unmasked Estep 
Score: -5138665.500000 Penalty: 5484.873047
	Iteration 22Q: 3 clusters Score -5138666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 63206 members 
Entering Unmasked Estep 
Score: -5138668.500000 Penalty: 5484.873047
	Iteration 23Q: 3 clusters Score -5138668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 63208 members 
Entering Unmasked Estep 
Score: -5138674.000000 Penalty: 5484.873047
	Iteration 24Q: 3 clusters Score -5138674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 63208 members 
Entering Unmasked Estep 
Score: -5138674.000000 Penalty: 5484.873047
	Iteration 25F: 3 clusters Score -5138674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -488509.562500 Penalty: 2181.979248
	Iteration 0F: 2 clusters Score -488509.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -483054.031250 Penalty: 4363.958496
	Iteration 0F: 3 clusters Score -483054 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -484798.562500 Penalty: 4363.958496
	Iteration 1F: 3 clusters Score -484798.6 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -485233.812500 Penalty: 4363.958496
	Iteration 2F: 3 clusters Score -485233.8 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -485568.781250 Penalty: 4363.958496
	Iteration 3F: 3 clusters Score -485568.8 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -485870.031250 Penalty: 4363.958496
	Iteration 4F: 3 clusters Score -485870 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -486224.468750 Penalty: 4363.958496
	Iteration 5F: 3 clusters Score -486224.5 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -486601.875000 Penalty: 4363.958496
	Iteration 6F: 3 clusters Score -486601.9 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -486990.250000 Penalty: 4363.958496
	Iteration 7F: 3 clusters Score -486990.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -487309.031250 Penalty: 4363.958496
	Iteration 8Q: 3 clusters Score -487309 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -487517.843750 Penalty: 4363.958496
	Iteration 9Q: 3 clusters Score -487517.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -487654.562500 Penalty: 4363.958496
	Iteration 10Q: 3 clusters Score -487654.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -487743.656250 Penalty: 4363.958496
	Iteration 11Q: 3 clusters Score -487743.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -487797.531250 Penalty: 4363.958496
	Iteration 12Q: 3 clusters Score -487797.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -487834.250000 Penalty: 4363.958496
	Iteration 13Q: 3 clusters Score -487834.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -487867.437500 Penalty: 4363.958496
	Iteration 14Q: 3 clusters Score -487867.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -487892.625000 Penalty: 4363.958496
	Iteration 15Q: 3 clusters Score -487892.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -487913.343750 Penalty: 4363.958496
	Iteration 16Q: 3 clusters Score -487913.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -487925.468750 Penalty: 4363.958496
	Iteration 17Q: 3 clusters Score -487925.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -487933.781250 Penalty: 4363.958496
	Iteration 18Q: 3 clusters Score -487933.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -487938.437500 Penalty: 4363.958496
	Iteration 19Q: 3 clusters Score -487938.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -487940.312500 Penalty: 4363.958496
	Iteration 20F: 3 clusters Score -487940.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -487942.968750 Penalty: 4363.958496
	Iteration 21Q: 3 clusters Score -487943 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -487945.125000 Penalty: 4363.958496
	Iteration 22Q: 3 clusters Score -487945.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -487949.343750 Penalty: 4363.958496
	Iteration 23Q: 3 clusters Score -487949.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -487949.906250 Penalty: 4363.958496
	Iteration 24Q: 3 clusters Score -487949.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -487953.468750 Penalty: 4363.958496
	Iteration 25Q: 3 clusters Score -487953.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -487955.968750 Penalty: 4363.958496
	Iteration 26Q: 3 clusters Score -487956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -487957.812500 Penalty: 4363.958496
	Iteration 27Q: 3 clusters Score -487957.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -487958.812500 Penalty: 4363.958496
	Iteration 28Q: 3 clusters Score -487958.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -487960.562500 Penalty: 4363.958496
	Iteration 29Q: 3 clusters Score -487960.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -487961.500000 Penalty: 4363.958496
	Iteration 30Q: 3 clusters Score -487961.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -487964.156250 Penalty: 4363.958496
	Iteration 31Q: 3 clusters Score -487964.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -487966.312500 Penalty: 4363.958496
	Iteration 32Q: 3 clusters Score -487966.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -487969.312500 Penalty: 4363.958496
	Iteration 33Q: 3 clusters Score -487969.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -487971.500000 Penalty: 4363.958496
	Iteration 34Q: 3 clusters Score -487971.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -487970.843750 Penalty: 4363.958496
	Iteration 35Q: 3 clusters Score -487970.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -487972.718750 Penalty: 4363.958496
	Iteration 36Q: 3 clusters Score -487972.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -487974.031250 Penalty: 4363.958496
	Iteration 37Q: 3 clusters Score -487974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -487973.500000 Penalty: 4363.958496
	Iteration 38Q: 3 clusters Score -487973.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -487973.500000 Penalty: 4363.958496
	Iteration 39F: 3 clusters Score -487973.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (60983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60983 members 
Entering Unmasked Estep 
Score: -4738889.500000 Penalty: 2732.551025
	Iteration 0F: 2 clusters Score -4738890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30348 members 
Mstep: Class 2 contains 30635 members 
Entering Unmasked Estep 
Score: -4698063.000000 Penalty: 5465.102051
	Iteration 0F: 3 clusters Score -4698063 nChanged 28357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29059 members 
Mstep: Class 2 contains 31924 members 
Entering Unmasked Estep 
Score: -4714013.000000 Penalty: 5465.102051
	Iteration 1F: 3 clusters Score -4714013 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27985 members 
Mstep: Class 2 contains 32998 members 
Entering Unmasked Estep 
Score: -4714915.000000 Penalty: 5465.102051
	Iteration 2Q: 3 clusters Score -4714915 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26378 members 
Mstep: Class 2 contains 34605 members 
Entering Unmasked Estep 
Score: -4716062.000000 Penalty: 5465.102051
	Iteration 3Q: 3 clusters Score -4716062 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24022 members 
Mstep: Class 2 contains 36961 members 
Entering Unmasked Estep 
Score: -4717708.500000 Penalty: 5465.102051
	Iteration 4F: 3 clusters Score -4717708 nChanged 3914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20938 members 
Mstep: Class 2 contains 40045 members 
Entering Unmasked Estep 
Score: -4720039.000000 Penalty: 5465.102051
	Iteration 5F: 3 clusters Score -4720039 nChanged 4391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17199 members 
Mstep: Class 2 contains 43784 members 
Entering Unmasked Estep 
Score: -4723117.500000 Penalty: 5465.102051
	Iteration 6F: 3 clusters Score -4723118 nChanged 4422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 47754 members 
Entering Unmasked Estep 
Score: -4726557.500000 Penalty: 5465.102051
	Iteration 7F: 3 clusters Score -4726558 nChanged 3919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 51453 members 
Entering Unmasked Estep 
Score: -4729830.000000 Penalty: 5465.102051
	Iteration 8F: 3 clusters Score -4729830 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 54409 members 
Entering Unmasked Estep 
Score: -4732500.000000 Penalty: 5465.102051
	Iteration 9F: 3 clusters Score -4732500 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 56409 members 
Entering Unmasked Estep 
Score: -4734348.000000 Penalty: 5465.102051
	Iteration 10Q: 3 clusters Score -4734348 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 57607 members 
Entering Unmasked Estep 
Score: -4735504.000000 Penalty: 5465.102051
	Iteration 11Q: 3 clusters Score -4735504 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 58274 members 
Entering Unmasked Estep 
Score: -4736094.500000 Penalty: 5465.102051
	Iteration 12Q: 3 clusters Score -4736094 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 58624 members 
Entering Unmasked Estep 
Score: -4736378.000000 Penalty: 5465.102051
	Iteration 13Q: 3 clusters Score -4736378 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 58830 members 
Entering Unmasked Estep 
Score: -4736528.500000 Penalty: 5465.102051
	Iteration 14Q: 3 clusters Score -4736528 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 58968 members 
Entering Unmasked Estep 
Score: -4736656.500000 Penalty: 5465.102051
	Iteration 15Q: 3 clusters Score -4736656 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 59050 members 
Entering Unmasked Estep 
Score: -4736747.000000 Penalty: 5465.102051
	Iteration 16Q: 3 clusters Score -4736747 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 59145 members 
Entering Unmasked Estep 
Score: -4736822.500000 Penalty: 5465.102051
	Iteration 17Q: 3 clusters Score -4736822 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 59208 members 
Entering Unmasked Estep 
Score: -4736867.500000 Penalty: 5465.102051
	Iteration 18Q: 3 clusters Score -4736868 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 59247 members 
Entering Unmasked Estep 
Score: -4736896.500000 Penalty: 5465.102051
	Iteration 19Q: 3 clusters Score -4736896 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 59274 members 
Entering Unmasked Estep 
Score: -4736918.500000 Penalty: 5465.102051
	Iteration 20F: 3 clusters Score -4736918 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 59287 members 
Entering Unmasked Estep 
Score: -4736930.000000 Penalty: 5465.102051
	Iteration 21Q: 3 clusters Score -4736930 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 59302 members 
Entering Unmasked Estep 
Score: -4736948.500000 Penalty: 5465.102051
	Iteration 22Q: 3 clusters Score -4736948 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 59315 members 
Entering Unmasked Estep 
Score: -4736947.000000 Penalty: 5465.102051
	Iteration 23Q: 3 clusters Score -4736947 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 59328 members 
Entering Unmasked Estep 
Score: -4736954.500000 Penalty: 5465.102051
	Iteration 24Q: 3 clusters Score -4736954 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 59334 members 
Entering Unmasked Estep 
Score: -4736951.000000 Penalty: 5465.102051
	Iteration 25Q: 3 clusters Score -4736951 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 59340 members 
Entering Unmasked Estep 
Score: -4736959.500000 Penalty: 5465.102051
	Iteration 26Q: 3 clusters Score -4736960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 59344 members 
Entering Unmasked Estep 
Score: -4736961.500000 Penalty: 5465.102051
	Iteration 27Q: 3 clusters Score -4736962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 59349 members 
Entering Unmasked Estep 
Score: -4736954.500000 Penalty: 5465.102051
	Iteration 28Q: 3 clusters Score -4736954 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 59359 members 
Entering Unmasked Estep 
Score: -4736958.500000 Penalty: 5465.102051
	Iteration 29Q: 3 clusters Score -4736958 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 59369 members 
Entering Unmasked Estep 
Score: -4736960.500000 Penalty: 5465.102051
	Iteration 30Q: 3 clusters Score -4736960 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 59379 members 
Entering Unmasked Estep 
Score: -4736966.000000 Penalty: 5465.102051
	Iteration 31Q: 3 clusters Score -4736966 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 59387 members 
Entering Unmasked Estep 
Score: -4736976.500000 Penalty: 5465.102051
	Iteration 32Q: 3 clusters Score -4736976 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 59396 members 
Entering Unmasked Estep 
Score: -4736975.500000 Penalty: 5465.102051
	Iteration 33Q: 3 clusters Score -4736976 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 59404 members 
Entering Unmasked Estep 
Score: -4736976.500000 Penalty: 5465.102051
	Iteration 34Q: 3 clusters Score -4736976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 59412 members 
Entering Unmasked Estep 
Score: -4736984.500000 Penalty: 5465.102051
	Iteration 35Q: 3 clusters Score -4736984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 59414 members 
Entering Unmasked Estep 
Score: -4736980.500000 Penalty: 5465.102051
	Iteration 36Q: 3 clusters Score -4736980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 59415 members 
Entering Unmasked Estep 
Score: -4736981.500000 Penalty: 5465.102051
	Iteration 37Q: 3 clusters Score -4736982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 59419 members 
Entering Unmasked Estep 
Score: -4736982.500000 Penalty: 5465.102051
	Iteration 38Q: 3 clusters Score -4736982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 59421 members 
Entering Unmasked Estep 
Score: -4736980.000000 Penalty: 5465.102051
	Iteration 39Q: 3 clusters Score -4736980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 59422 members 
Entering Unmasked Estep 
Score: -4736982.000000 Penalty: 5465.102051
	Iteration 40F: 3 clusters Score -4736982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 59423 members 
Entering Unmasked Estep 
Score: -4736979.500000 Penalty: 5465.102051
	Iteration 41Q: 3 clusters Score -4736980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 59424 members 
Entering Unmasked Estep 
Score: -4736982.000000 Penalty: 5465.102051
	Iteration 42Q: 3 clusters Score -4736982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 59425 members 
Entering Unmasked Estep 
Score: -4736980.500000 Penalty: 5465.102051
	Iteration 43Q: 3 clusters Score -4736980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 59427 members 
Entering Unmasked Estep 
Score: -4736986.500000 Penalty: 5465.102051
	Iteration 44Q: 3 clusters Score -4736986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 59428 members 
Entering Unmasked Estep 
Score: -4736984.000000 Penalty: 5465.102051
	Iteration 45Q: 3 clusters Score -4736984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 59428 members 
Entering Unmasked Estep 
Score: -4736984.000000 Penalty: 5465.102051
	Iteration 46Q: 3 clusters Score -4736984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 59429 members 
Entering Unmasked Estep 
Score: -4736988.500000 Penalty: 5465.102051
	Iteration 47Q: 3 clusters Score -4736988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 59430 members 
Entering Unmasked Estep 
Score: -4736988.000000 Penalty: 5465.102051
	Iteration 48Q: 3 clusters Score -4736988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 59430 members 
Entering Unmasked Estep 
Score: -4736991.000000 Penalty: 5465.102051
	Iteration 49Q: 3 clusters Score -4736991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 59432 members 
Entering Unmasked Estep 
Score: -4736991.000000 Penalty: 5465.102051
	Iteration 50Q: 3 clusters Score -4736991 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 59439 members 
Entering Unmasked Estep 
Score: -4736996.500000 Penalty: 5465.102051
	Iteration 51Q: 3 clusters Score -4736996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 59445 members 
Entering Unmasked Estep 
Score: -4737006.000000 Penalty: 5465.102051
	Iteration 52Q: 3 clusters Score -4737006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 59453 members 
Entering Unmasked Estep 
Score: -4737015.500000 Penalty: 5465.102051
	Iteration 53Q: 3 clusters Score -4737016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 59458 members 
Entering Unmasked Estep 
Score: -4737012.000000 Penalty: 5465.102051
	Iteration 54Q: 3 clusters Score -4737012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 59461 members 
Entering Unmasked Estep 
Score: -4737010.000000 Penalty: 5465.102051
	Iteration 55Q: 3 clusters Score -4737010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 59462 members 
Entering Unmasked Estep 
Score: -4737014.500000 Penalty: 5465.102051
	Iteration 56Q: 3 clusters Score -4737014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 59466 members 
Entering Unmasked Estep 
Score: -4737009.500000 Penalty: 5465.102051
	Iteration 57Q: 3 clusters Score -4737010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 59469 members 
Entering Unmasked Estep 
Score: -4737008.500000 Penalty: 5465.102051
	Iteration 58Q: 3 clusters Score -4737008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 59473 members 
Entering Unmasked Estep 
Score: -4737012.000000 Penalty: 5465.102051
	Iteration 59Q: 3 clusters Score -4737012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 59473 members 
Entering Unmasked Estep 
Score: -4737012.500000 Penalty: 5465.102051
	Iteration 60F: 3 clusters Score -4737012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Entering Unmasked Estep 
Score: -462676.687500 Penalty: 2152.553711
	Iteration 0F: 2 clusters Score -462676.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -457586.500000 Penalty: 4305.107422
	Iteration 0F: 3 clusters Score -457586.5 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -458933.250000 Penalty: 4305.107422
	Iteration 1F: 3 clusters Score -458933.2 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -459213.812500 Penalty: 4305.107422
	Iteration 2F: 3 clusters Score -459213.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -459387.718750 Penalty: 4305.107422
	Iteration 3F: 3 clusters Score -459387.7 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -459544.843750 Penalty: 4305.107422
	Iteration 4Q: 3 clusters Score -459544.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -459701.125000 Penalty: 4305.107422
	Iteration 5Q: 3 clusters Score -459701.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -459849.312500 Penalty: 4305.107422
	Iteration 6Q: 3 clusters Score -459849.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -459986.093750 Penalty: 4305.107422
	Iteration 7Q: 3 clusters Score -459986.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -460086.218750 Penalty: 4305.107422
	Iteration 8Q: 3 clusters Score -460086.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -460159.750000 Penalty: 4305.107422
	Iteration 9Q: 3 clusters Score -460159.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -460231.812500 Penalty: 4305.107422
	Iteration 10Q: 3 clusters Score -460231.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -460337.000000 Penalty: 4305.107422
	Iteration 11Q: 3 clusters Score -460337 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -460439.406250 Penalty: 4305.107422
	Iteration 12Q: 3 clusters Score -460439.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -460543.406250 Penalty: 4305.107422
	Iteration 13Q: 3 clusters Score -460543.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -460637.187500 Penalty: 4305.107422
	Iteration 14Q: 3 clusters Score -460637.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -460729.250000 Penalty: 4305.107422
	Iteration 15Q: 3 clusters Score -460729.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -460811.187500 Penalty: 4305.107422
	Iteration 16Q: 3 clusters Score -460811.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -460881.312500 Penalty: 4305.107422
	Iteration 17Q: 3 clusters Score -460881.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -460927.500000 Penalty: 4305.107422
	Iteration 18Q: 3 clusters Score -460927.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -460963.718750 Penalty: 4305.107422
	Iteration 19Q: 3 clusters Score -460963.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -460995.687500 Penalty: 4305.107422
	Iteration 20F: 3 clusters Score -460995.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -461019.718750 Penalty: 4305.107422
	Iteration 21Q: 3 clusters Score -461019.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -461042.156250 Penalty: 4305.107422
	Iteration 22Q: 3 clusters Score -461042.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -461057.625000 Penalty: 4305.107422
	Iteration 23Q: 3 clusters Score -461057.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -461072.437500 Penalty: 4305.107422
	Iteration 24Q: 3 clusters Score -461072.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -461083.593750 Penalty: 4305.107422
	Iteration 25Q: 3 clusters Score -461083.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -461104.125000 Penalty: 4305.107422
	Iteration 26Q: 3 clusters Score -461104.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -461120.750000 Penalty: 4305.107422
	Iteration 27Q: 3 clusters Score -461120.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -461131.500000 Penalty: 4305.107422
	Iteration 28Q: 3 clusters Score -461131.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -461141.218750 Penalty: 4305.107422
	Iteration 29Q: 3 clusters Score -461141.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -461150.625000 Penalty: 4305.107422
	Iteration 30Q: 3 clusters Score -461150.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -461158.812500 Penalty: 4305.107422
	Iteration 31Q: 3 clusters Score -461158.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -461163.218750 Penalty: 4305.107422
	Iteration 32Q: 3 clusters Score -461163.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -461165.093750 Penalty: 4305.107422
	Iteration 33Q: 3 clusters Score -461165.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -461166.187500 Penalty: 4305.107422
	Iteration 34Q: 3 clusters Score -461166.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -461168.281250 Penalty: 4305.107422
	Iteration 35Q: 3 clusters Score -461168.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -461171.468750 Penalty: 4305.107422
	Iteration 36Q: 3 clusters Score -461171.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -461177.000000 Penalty: 4305.107422
	Iteration 37Q: 3 clusters Score -461177 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -461183.781250 Penalty: 4305.107422
	Iteration 38Q: 3 clusters Score -461183.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -461191.062500 Penalty: 4305.107422
	Iteration 39Q: 3 clusters Score -461191.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -461200.437500 Penalty: 4305.107422
	Iteration 40F: 3 clusters Score -461200.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -461212.406250 Penalty: 4305.107422
	Iteration 41Q: 3 clusters Score -461212.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -461223.468750 Penalty: 4305.107422
	Iteration 42Q: 3 clusters Score -461223.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -461236.437500 Penalty: 4305.107422
	Iteration 43Q: 3 clusters Score -461236.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -461250.156250 Penalty: 4305.107422
	Iteration 44Q: 3 clusters Score -461250.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -461264.093750 Penalty: 4305.107422
	Iteration 45Q: 3 clusters Score -461264.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -461276.500000 Penalty: 4305.107422
	Iteration 46Q: 3 clusters Score -461276.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -461285.718750 Penalty: 4305.107422
	Iteration 47Q: 3 clusters Score -461285.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -461295.468750 Penalty: 4305.107422
	Iteration 48Q: 3 clusters Score -461295.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -461306.843750 Penalty: 4305.107422
	Iteration 49Q: 3 clusters Score -461306.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -461318.062500 Penalty: 4305.107422
	Iteration 50Q: 3 clusters Score -461318.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -461326.125000 Penalty: 4305.107422
	Iteration 51Q: 3 clusters Score -461326.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -461331.812500 Penalty: 4305.107422
	Iteration 52Q: 3 clusters Score -461331.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -461339.750000 Penalty: 4305.107422
	Iteration 53Q: 3 clusters Score -461339.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -461348.125000 Penalty: 4305.107422
	Iteration 54Q: 3 clusters Score -461348.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -461353.125000 Penalty: 4305.107422
	Iteration 55Q: 3 clusters Score -461353.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -461358.781250 Penalty: 4305.107422
	Iteration 56Q: 3 clusters Score -461358.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -461362.843750 Penalty: 4305.107422
	Iteration 57Q: 3 clusters Score -461362.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -461367.093750 Penalty: 4305.107422
	Iteration 58Q: 3 clusters Score -461367.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -461373.156250 Penalty: 4305.107422
	Iteration 59Q: 3 clusters Score -461373.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -461376.812500 Penalty: 4305.107422
	Iteration 60F: 3 clusters Score -461376.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -461378.000000 Penalty: 4305.107422
	Iteration 61Q: 3 clusters Score -461378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -461378.312500 Penalty: 4305.107422
	Iteration 62Q: 3 clusters Score -461378.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -461380.531250 Penalty: 4305.107422
	Iteration 63Q: 3 clusters Score -461380.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -461381.093750 Penalty: 4305.107422
	Iteration 64Q: 3 clusters Score -461381.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -461382.406250 Penalty: 4305.107422
	Iteration 65Q: 3 clusters Score -461382.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -461383.468750 Penalty: 4305.107422
	Iteration 66Q: 3 clusters Score -461383.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -461386.000000 Penalty: 4305.107422
	Iteration 67Q: 3 clusters Score -461386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -461387.562500 Penalty: 4305.107422
	Iteration 68Q: 3 clusters Score -461387.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -461387.843750 Penalty: 4305.107422
	Iteration 69Q: 3 clusters Score -461387.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -461389.375000 Penalty: 4305.107422
	Iteration 70Q: 3 clusters Score -461389.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -461389.312500 Penalty: 4305.107422
	Iteration 71Q: 3 clusters Score -461389.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -461389.343750 Penalty: 4305.107422
	Iteration 72Q: 3 clusters Score -461389.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -461389.437500 Penalty: 4305.107422
	Iteration 73Q: 3 clusters Score -461389.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -461391.187500 Penalty: 4305.107422
	Iteration 74Q: 3 clusters Score -461391.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -461390.843750 Penalty: 4305.107422
	Iteration 75Q: 3 clusters Score -461390.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -461391.375000 Penalty: 4305.107422
	Iteration 76Q: 3 clusters Score -461391.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -461391.375000 Penalty: 4305.107422
	Iteration 77F: 3 clusters Score -461391.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (19623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19623 members 
Entering Unmasked Estep 
Score: -1356141.500000 Penalty: 2451.345459
	Iteration 0F: 2 clusters Score -1356142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -1342238.625000 Penalty: 4902.690918
	Iteration 0F: 3 clusters Score -1342239 nChanged 8721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -1347580.375000 Penalty: 4902.690918
	Iteration 1F: 3 clusters Score -1347580 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -1348481.000000 Penalty: 4902.690918
	Iteration 2F: 3 clusters Score -1348481 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -1349407.500000 Penalty: 4902.690918
	Iteration 3F: 3 clusters Score -1349408 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -1350279.625000 Penalty: 4902.690918
	Iteration 4F: 3 clusters Score -1350280 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -1351183.500000 Penalty: 4902.690918
	Iteration 5F: 3 clusters Score -1351184 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -1352013.875000 Penalty: 4902.690918
	Iteration 6F: 3 clusters Score -1352014 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -1352762.125000 Penalty: 4902.690918
	Iteration 7Q: 3 clusters Score -1352762 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -1353315.500000 Penalty: 4902.690918
	Iteration 8Q: 3 clusters Score -1353316 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -1353669.000000 Penalty: 4902.690918
	Iteration 9Q: 3 clusters Score -1353669 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -1353945.750000 Penalty: 4902.690918
	Iteration 10Q: 3 clusters Score -1353946 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -1354161.375000 Penalty: 4902.690918
	Iteration 11Q: 3 clusters Score -1354161 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -1354301.500000 Penalty: 4902.690918
	Iteration 12Q: 3 clusters Score -1354302 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -1354412.500000 Penalty: 4902.690918
	Iteration 13Q: 3 clusters Score -1354412 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -1354485.125000 Penalty: 4902.690918
	Iteration 14Q: 3 clusters Score -1354485 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -1354525.375000 Penalty: 4902.690918
	Iteration 15Q: 3 clusters Score -1354525 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -1354563.500000 Penalty: 4902.690918
	Iteration 16Q: 3 clusters Score -1354564 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -1354589.625000 Penalty: 4902.690918
	Iteration 17Q: 3 clusters Score -1354590 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -1354617.625000 Penalty: 4902.690918
	Iteration 18Q: 3 clusters Score -1354618 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -1354640.125000 Penalty: 4902.690918
	Iteration 19Q: 3 clusters Score -1354640 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -1354663.375000 Penalty: 4902.690918
	Iteration 20F: 3 clusters Score -1354663 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -1354688.625000 Penalty: 4902.690918
	Iteration 21Q: 3 clusters Score -1354689 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -1354712.875000 Penalty: 4902.690918
	Iteration 22Q: 3 clusters Score -1354713 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -1354729.000000 Penalty: 4902.690918
	Iteration 23Q: 3 clusters Score -1354729 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 14679 members 
Entering Unmasked Estep 
Score: -1354744.750000 Penalty: 4902.690918
	Iteration 24Q: 3 clusters Score -1354745 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -1354760.625000 Penalty: 4902.690918
	Iteration 25Q: 3 clusters Score -1354761 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -1354764.625000 Penalty: 4902.690918
	Iteration 26Q: 3 clusters Score -1354765 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -1354782.625000 Penalty: 4902.690918
	Iteration 27Q: 3 clusters Score -1354783 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -1354801.625000 Penalty: 4902.690918
	Iteration 28Q: 3 clusters Score -1354802 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 14833 members 
Entering Unmasked Estep 
Score: -1354820.375000 Penalty: 4902.690918
	Iteration 29Q: 3 clusters Score -1354820 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -1354839.875000 Penalty: 4902.690918
	Iteration 30Q: 3 clusters Score -1354840 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -1354861.375000 Penalty: 4902.690918
	Iteration 31Q: 3 clusters Score -1354861 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 14978 members 
Entering Unmasked Estep 
Score: -1354879.625000 Penalty: 4902.690918
	Iteration 32Q: 3 clusters Score -1354880 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 15040 members 
Entering Unmasked Estep 
Score: -1354907.000000 Penalty: 4902.690918
	Iteration 33Q: 3 clusters Score -1354907 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -1354930.750000 Penalty: 4902.690918
	Iteration 34Q: 3 clusters Score -1354931 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 15165 members 
Entering Unmasked Estep 
Score: -1354969.875000 Penalty: 4902.690918
	Iteration 35Q: 3 clusters Score -1354970 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
Score: -1355023.750000 Penalty: 4902.690918
	Iteration 36Q: 3 clusters Score -1355024 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -1355082.250000 Penalty: 4902.690918
	Iteration 37Q: 3 clusters Score -1355082 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -1355149.500000 Penalty: 4902.690918
	Iteration 38Q: 3 clusters Score -1355150 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 15475 members 
Entering Unmasked Estep 
Score: -1355207.250000 Penalty: 4902.690918
	Iteration 39Q: 3 clusters Score -1355207 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 15552 members 
Entering Unmasked Estep 
Score: -1355260.000000 Penalty: 4902.690918
	Iteration 40F: 3 clusters Score -1355260 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
Score: -1355299.375000 Penalty: 4902.690918
	Iteration 41Q: 3 clusters Score -1355299 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 15680 members 
Entering Unmasked Estep 
Score: -1355322.125000 Penalty: 4902.690918
	Iteration 42Q: 3 clusters Score -1355322 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 15729 members 
Entering Unmasked Estep 
Score: -1355359.250000 Penalty: 4902.690918
	Iteration 43Q: 3 clusters Score -1355359 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
Score: -1355374.125000 Penalty: 4902.690918
	Iteration 44Q: 3 clusters Score -1355374 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -1355396.125000 Penalty: 4902.690918
	Iteration 45Q: 3 clusters Score -1355396 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 15866 members 
Entering Unmasked Estep 
Score: -1355413.875000 Penalty: 4902.690918
	Iteration 46Q: 3 clusters Score -1355414 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -1355426.125000 Penalty: 4902.690918
	Iteration 47Q: 3 clusters Score -1355426 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 15932 members 
Entering Unmasked Estep 
Score: -1355432.250000 Penalty: 4902.690918
	Iteration 48Q: 3 clusters Score -1355432 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -1355437.500000 Penalty: 4902.690918
	Iteration 49Q: 3 clusters Score -1355438 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -1355440.375000 Penalty: 4902.690918
	Iteration 50Q: 3 clusters Score -1355440 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
Score: -1355448.250000 Penalty: 4902.690918
	Iteration 51Q: 3 clusters Score -1355448 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 15984 members 
Entering Unmasked Estep 
Score: -1355451.875000 Penalty: 4902.690918
	Iteration 52Q: 3 clusters Score -1355452 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 15999 members 
Entering Unmasked Estep 
Score: -1355454.875000 Penalty: 4902.690918
	Iteration 53Q: 3 clusters Score -1355455 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -1355460.625000 Penalty: 4902.690918
	Iteration 54Q: 3 clusters Score -1355461 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 16019 members 
Entering Unmasked Estep 
Score: -1355461.750000 Penalty: 4902.690918
	Iteration 55Q: 3 clusters Score -1355462 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -1355462.750000 Penalty: 4902.690918
	Iteration 56Q: 3 clusters Score -1355463 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 16041 members 
Entering Unmasked Estep 
Score: -1355466.000000 Penalty: 4902.690918
	Iteration 57Q: 3 clusters Score -1355466 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 16051 members 
Entering Unmasked Estep 
Score: -1355469.250000 Penalty: 4902.690918
	Iteration 58Q: 3 clusters Score -1355469 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
Score: -1355477.375000 Penalty: 4902.690918
	Iteration 59Q: 3 clusters Score -1355477 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 16070 members 
Entering Unmasked Estep 
Score: -1355471.625000 Penalty: 4902.690918
	Iteration 60F: 3 clusters Score -1355472 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 16082 members 
Entering Unmasked Estep 
Score: -1355476.500000 Penalty: 4902.690918
	Iteration 61Q: 3 clusters Score -1355476 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -1355481.625000 Penalty: 4902.690918
	Iteration 62Q: 3 clusters Score -1355482 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 16103 members 
Entering Unmasked Estep 
Score: -1355482.875000 Penalty: 4902.690918
	Iteration 63Q: 3 clusters Score -1355483 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 16110 members 
Entering Unmasked Estep 
Score: -1355484.500000 Penalty: 4902.690918
	Iteration 64Q: 3 clusters Score -1355484 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 16118 members 
Entering Unmasked Estep 
Score: -1355485.875000 Penalty: 4902.690918
	Iteration 65Q: 3 clusters Score -1355486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
Score: -1355487.125000 Penalty: 4902.690918
	Iteration 66Q: 3 clusters Score -1355487 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 16126 members 
Entering Unmasked Estep 
Score: -1355486.750000 Penalty: 4902.690918
	Iteration 67Q: 3 clusters Score -1355487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -1355485.000000 Penalty: 4902.690918
	Iteration 68Q: 3 clusters Score -1355485 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -1355485.000000 Penalty: 4902.690918
	Iteration 69F: 3 clusters Score -1355485 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (17520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17520 members 
Entering Unmasked Estep 
Score: -1389969.625000 Penalty: 2423.232422
	Iteration 0F: 2 clusters Score -1389970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -1377569.000000 Penalty: 4846.464844
	Iteration 0F: 3 clusters Score -1377569 nChanged 7674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -1381769.500000 Penalty: 4846.464844
	Iteration 1F: 3 clusters Score -1381770 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -1382268.875000 Penalty: 4846.464844
	Iteration 2F: 3 clusters Score -1382269 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -1382717.250000 Penalty: 4846.464844
	Iteration 3F: 3 clusters Score -1382717 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -1383171.625000 Penalty: 4846.464844
	Iteration 4F: 3 clusters Score -1383172 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -1383677.125000 Penalty: 4846.464844
	Iteration 5Q: 3 clusters Score -1383677 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -1384261.750000 Penalty: 4846.464844
	Iteration 6F: 3 clusters Score -1384262 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -1384858.875000 Penalty: 4846.464844
	Iteration 7F: 3 clusters Score -1384859 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -1385364.875000 Penalty: 4846.464844
	Iteration 8Q: 3 clusters Score -1385365 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -1385758.625000 Penalty: 4846.464844
	Iteration 9Q: 3 clusters Score -1385759 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -1386076.375000 Penalty: 4846.464844
	Iteration 10Q: 3 clusters Score -1386076 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -1386325.750000 Penalty: 4846.464844
	Iteration 11Q: 3 clusters Score -1386326 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -1386544.625000 Penalty: 4846.464844
	Iteration 12Q: 3 clusters Score -1386545 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -1386738.125000 Penalty: 4846.464844
	Iteration 13Q: 3 clusters Score -1386738 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -1386932.875000 Penalty: 4846.464844
	Iteration 14Q: 3 clusters Score -1386933 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -1387091.250000 Penalty: 4846.464844
	Iteration 15Q: 3 clusters Score -1387091 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -1387202.875000 Penalty: 4846.464844
	Iteration 16Q: 3 clusters Score -1387203 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -1387282.750000 Penalty: 4846.464844
	Iteration 17Q: 3 clusters Score -1387283 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -1387347.750000 Penalty: 4846.464844
	Iteration 18Q: 3 clusters Score -1387348 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -1387417.625000 Penalty: 4846.464844
	Iteration 19Q: 3 clusters Score -1387418 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -1387468.250000 Penalty: 4846.464844
	Iteration 20F: 3 clusters Score -1387468 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -1387507.250000 Penalty: 4846.464844
	Iteration 21Q: 3 clusters Score -1387507 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -1387541.750000 Penalty: 4846.464844
	Iteration 22Q: 3 clusters Score -1387542 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -1387568.500000 Penalty: 4846.464844
	Iteration 23Q: 3 clusters Score -1387568 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -1387589.875000 Penalty: 4846.464844
	Iteration 24Q: 3 clusters Score -1387590 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -1387605.875000 Penalty: 4846.464844
	Iteration 25Q: 3 clusters Score -1387606 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -1387628.375000 Penalty: 4846.464844
	Iteration 26Q: 3 clusters Score -1387628 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -1387646.125000 Penalty: 4846.464844
	Iteration 27Q: 3 clusters Score -1387646 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -1387660.500000 Penalty: 4846.464844
	Iteration 28Q: 3 clusters Score -1387660 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -1387670.625000 Penalty: 4846.464844
	Iteration 29Q: 3 clusters Score -1387671 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
Score: -1387694.375000 Penalty: 4846.464844
	Iteration 30Q: 3 clusters Score -1387694 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -1387705.500000 Penalty: 4846.464844
	Iteration 31Q: 3 clusters Score -1387706 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -1387735.125000 Penalty: 4846.464844
	Iteration 32Q: 3 clusters Score -1387735 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -1387760.750000 Penalty: 4846.464844
	Iteration 33Q: 3 clusters Score -1387761 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -1387795.250000 Penalty: 4846.464844
	Iteration 34Q: 3 clusters Score -1387795 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -1387814.750000 Penalty: 4846.464844
	Iteration 35Q: 3 clusters Score -1387815 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -1387841.375000 Penalty: 4846.464844
	Iteration 36Q: 3 clusters Score -1387841 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -1387867.500000 Penalty: 4846.464844
	Iteration 37Q: 3 clusters Score -1387868 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -1387882.500000 Penalty: 4846.464844
	Iteration 38Q: 3 clusters Score -1387882 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -1387893.125000 Penalty: 4846.464844
	Iteration 39Q: 3 clusters Score -1387893 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -1387909.250000 Penalty: 4846.464844
	Iteration 40F: 3 clusters Score -1387909 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -1387917.125000 Penalty: 4846.464844
	Iteration 41Q: 3 clusters Score -1387917 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -1387927.375000 Penalty: 4846.464844
	Iteration 42Q: 3 clusters Score -1387927 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -1387943.250000 Penalty: 4846.464844
	Iteration 43Q: 3 clusters Score -1387943 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -1387944.000000 Penalty: 4846.464844
	Iteration 44Q: 3 clusters Score -1387944 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -1387948.250000 Penalty: 4846.464844
	Iteration 45Q: 3 clusters Score -1387948 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -1387956.875000 Penalty: 4846.464844
	Iteration 46Q: 3 clusters Score -1387957 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -1387961.750000 Penalty: 4846.464844
	Iteration 47Q: 3 clusters Score -1387962 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -1387965.000000 Penalty: 4846.464844
	Iteration 48Q: 3 clusters Score -1387965 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -1387970.750000 Penalty: 4846.464844
	Iteration 49Q: 3 clusters Score -1387971 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -1387980.625000 Penalty: 4846.464844
	Iteration 50Q: 3 clusters Score -1387981 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -1387988.500000 Penalty: 4846.464844
	Iteration 51Q: 3 clusters Score -1387988 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -1387991.750000 Penalty: 4846.464844
	Iteration 52Q: 3 clusters Score -1387992 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -1388002.000000 Penalty: 4846.464844
	Iteration 53Q: 3 clusters Score -1388002 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -1388005.375000 Penalty: 4846.464844
	Iteration 54Q: 3 clusters Score -1388005 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -1388003.500000 Penalty: 4846.464844
	Iteration 55Q: 3 clusters Score -1388004 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -1388015.375000 Penalty: 4846.464844
	Iteration 56Q: 3 clusters Score -1388015 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -1388016.125000 Penalty: 4846.464844
	Iteration 57Q: 3 clusters Score -1388016 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -1388022.125000 Penalty: 4846.464844
	Iteration 58Q: 3 clusters Score -1388022 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 14046 members 
Entering Unmasked Estep 
Score: -1388034.375000 Penalty: 4846.464844
	Iteration 59Q: 3 clusters Score -1388034 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -1388038.875000 Penalty: 4846.464844
	Iteration 60F: 3 clusters Score -1388039 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -1388049.875000 Penalty: 4846.464844
	Iteration 61Q: 3 clusters Score -1388050 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -1388054.000000 Penalty: 4846.464844
	Iteration 62Q: 3 clusters Score -1388054 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -1388055.125000 Penalty: 4846.464844
	Iteration 63Q: 3 clusters Score -1388055 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -1388057.750000 Penalty: 4846.464844
	Iteration 64Q: 3 clusters Score -1388058 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -1388061.375000 Penalty: 4846.464844
	Iteration 65Q: 3 clusters Score -1388061 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -1388065.625000 Penalty: 4846.464844
	Iteration 66Q: 3 clusters Score -1388066 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -1388064.250000 Penalty: 4846.464844
	Iteration 67Q: 3 clusters Score -1388064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -1388064.875000 Penalty: 4846.464844
	Iteration 68Q: 3 clusters Score -1388065 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -1388066.625000 Penalty: 4846.464844
	Iteration 69Q: 3 clusters Score -1388067 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -1388066.250000 Penalty: 4846.464844
	Iteration 70Q: 3 clusters Score -1388066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -1388067.875000 Penalty: 4846.464844
	Iteration 71Q: 3 clusters Score -1388068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -1388070.750000 Penalty: 4846.464844
	Iteration 72Q: 3 clusters Score -1388071 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -1388071.375000 Penalty: 4846.464844
	Iteration 73Q: 3 clusters Score -1388071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -1388072.000000 Penalty: 4846.464844
	Iteration 74Q: 3 clusters Score -1388072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -1388070.250000 Penalty: 4846.464844
	Iteration 75Q: 3 clusters Score -1388070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -1388072.000000 Penalty: 4846.464844
	Iteration 76Q: 3 clusters Score -1388072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -1388074.250000 Penalty: 4846.464844
	Iteration 77Q: 3 clusters Score -1388074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -1388074.250000 Penalty: 4846.464844
	Iteration 78F: 3 clusters Score -1388074 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (14656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Entering Unmasked Estep 
Score: -1095710.125000 Penalty: 2378.966064
	Iteration 0F: 2 clusters Score -1095710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1084990.125000 Penalty: 4757.932129
	Iteration 0F: 3 clusters Score -1084990 nChanged 6277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1088524.000000 Penalty: 4757.932129
	Iteration 1F: 3 clusters Score -1088524 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1088988.125000 Penalty: 4757.932129
	Iteration 2F: 3 clusters Score -1088988 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -1089390.125000 Penalty: 4757.932129
	Iteration 3F: 3 clusters Score -1089390 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -1089773.750000 Penalty: 4757.932129
	Iteration 4F: 3 clusters Score -1089774 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -1090157.750000 Penalty: 4757.932129
	Iteration 5Q: 3 clusters Score -1090158 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1090567.250000 Penalty: 4757.932129
	Iteration 6Q: 3 clusters Score -1090567 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -1091030.250000 Penalty: 4757.932129
	Iteration 7Q: 3 clusters Score -1091030 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -1091572.125000 Penalty: 4757.932129
	Iteration 8Q: 3 clusters Score -1091572 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -1092121.125000 Penalty: 4757.932129
	Iteration 9Q: 3 clusters Score -1092121 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -1092597.375000 Penalty: 4757.932129
	Iteration 10Q: 3 clusters Score -1092597 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -1092980.250000 Penalty: 4757.932129
	Iteration 11Q: 3 clusters Score -1092980 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -1093293.500000 Penalty: 4757.932129
	Iteration 12Q: 3 clusters Score -1093294 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -1093520.500000 Penalty: 4757.932129
	Iteration 13Q: 3 clusters Score -1093520 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -1093676.500000 Penalty: 4757.932129
	Iteration 14Q: 3 clusters Score -1093676 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -1093818.875000 Penalty: 4757.932129
	Iteration 15Q: 3 clusters Score -1093819 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -1093910.500000 Penalty: 4757.932129
	Iteration 16Q: 3 clusters Score -1093910 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -1094003.000000 Penalty: 4757.932129
	Iteration 17Q: 3 clusters Score -1094003 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -1094057.250000 Penalty: 4757.932129
	Iteration 18Q: 3 clusters Score -1094057 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -1094104.625000 Penalty: 4757.932129
	Iteration 19Q: 3 clusters Score -1094105 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -1094129.500000 Penalty: 4757.932129
	Iteration 20F: 3 clusters Score -1094130 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -1094158.875000 Penalty: 4757.932129
	Iteration 21Q: 3 clusters Score -1094159 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -1094184.000000 Penalty: 4757.932129
	Iteration 22Q: 3 clusters Score -1094184 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -1094208.375000 Penalty: 4757.932129
	Iteration 23Q: 3 clusters Score -1094208 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -1094233.625000 Penalty: 4757.932129
	Iteration 24Q: 3 clusters Score -1094234 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -1094250.375000 Penalty: 4757.932129
	Iteration 25Q: 3 clusters Score -1094250 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -1094267.125000 Penalty: 4757.932129
	Iteration 26Q: 3 clusters Score -1094267 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -1094286.875000 Penalty: 4757.932129
	Iteration 27Q: 3 clusters Score -1094287 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -1094310.625000 Penalty: 4757.932129
	Iteration 28Q: 3 clusters Score -1094311 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -1094328.500000 Penalty: 4757.932129
	Iteration 29Q: 3 clusters Score -1094328 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -1094355.250000 Penalty: 4757.932129
	Iteration 30Q: 3 clusters Score -1094355 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -1094378.625000 Penalty: 4757.932129
	Iteration 31Q: 3 clusters Score -1094379 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -1094394.375000 Penalty: 4757.932129
	Iteration 32Q: 3 clusters Score -1094394 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -1094404.500000 Penalty: 4757.932129
	Iteration 33Q: 3 clusters Score -1094404 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -1094414.375000 Penalty: 4757.932129
	Iteration 34Q: 3 clusters Score -1094414 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -1094422.875000 Penalty: 4757.932129
	Iteration 35Q: 3 clusters Score -1094423 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -1094428.625000 Penalty: 4757.932129
	Iteration 36Q: 3 clusters Score -1094429 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -1094436.875000 Penalty: 4757.932129
	Iteration 37Q: 3 clusters Score -1094437 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -1094439.500000 Penalty: 4757.932129
	Iteration 38Q: 3 clusters Score -1094440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -1094442.500000 Penalty: 4757.932129
	Iteration 39Q: 3 clusters Score -1094442 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -1094446.000000 Penalty: 4757.932129
	Iteration 40F: 3 clusters Score -1094446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -1094447.750000 Penalty: 4757.932129
	Iteration 41Q: 3 clusters Score -1094448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -1094450.500000 Penalty: 4757.932129
	Iteration 42Q: 3 clusters Score -1094450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -1094450.625000 Penalty: 4757.932129
	Iteration 43Q: 3 clusters Score -1094451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -1094450.000000 Penalty: 4757.932129
	Iteration 44Q: 3 clusters Score -1094450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -1094449.875000 Penalty: 4757.932129
	Iteration 45Q: 3 clusters Score -1094450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -1094449.875000 Penalty: 4757.932129
	Iteration 46F: 3 clusters Score -1094450 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (37780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37780 members 
Entering Unmasked Estep 
Score: -2949769.500000 Penalty: 2613.804688
	Iteration 0F: 2 clusters Score -2949770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19001 members 
Mstep: Class 2 contains 18779 members 
Entering Unmasked Estep 
Score: -2924157.500000 Penalty: 5227.609375
	Iteration 0F: 3 clusters Score -2924158 nChanged 17269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19700 members 
Mstep: Class 2 contains 18080 members 
Entering Unmasked Estep 
Score: -2933715.250000 Penalty: 5227.609375
	Iteration 1F: 3 clusters Score -2933715 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20053 members 
Mstep: Class 2 contains 17727 members 
Entering Unmasked Estep 
Score: -2934486.500000 Penalty: 5227.609375
	Iteration 2Q: 3 clusters Score -2934486 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20553 members 
Mstep: Class 2 contains 17227 members 
Entering Unmasked Estep 
Score: -2935450.250000 Penalty: 5227.609375
	Iteration 3F: 3 clusters Score -2935450 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21243 members 
Mstep: Class 2 contains 16537 members 
Entering Unmasked Estep 
Score: -2936543.500000 Penalty: 5227.609375
	Iteration 4F: 3 clusters Score -2936544 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22088 members 
Mstep: Class 2 contains 15692 members 
Entering Unmasked Estep 
Score: -2937677.250000 Penalty: 5227.609375
	Iteration 5F: 3 clusters Score -2937677 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23081 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -2938831.750000 Penalty: 5227.609375
	Iteration 6F: 3 clusters Score -2938832 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24123 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -2939889.000000 Penalty: 5227.609375
	Iteration 7Q: 3 clusters Score -2939889 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25262 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -2940845.250000 Penalty: 5227.609375
	Iteration 8Q: 3 clusters Score -2940845 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26492 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -2941796.000000 Penalty: 5227.609375
	Iteration 9Q: 3 clusters Score -2941796 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27767 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -2942723.250000 Penalty: 5227.609375
	Iteration 10Q: 3 clusters Score -2942723 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29044 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -2943624.750000 Penalty: 5227.609375
	Iteration 11Q: 3 clusters Score -2943625 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30236 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -2944523.000000 Penalty: 5227.609375
	Iteration 12Q: 3 clusters Score -2944523 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31362 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -2945346.750000 Penalty: 5227.609375
	Iteration 13Q: 3 clusters Score -2945347 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32292 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -2945989.750000 Penalty: 5227.609375
	Iteration 14Q: 3 clusters Score -2945990 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33098 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -2946562.000000 Penalty: 5227.609375
	Iteration 15Q: 3 clusters Score -2946562 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33765 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -2947029.750000 Penalty: 5227.609375
	Iteration 16Q: 3 clusters Score -2947030 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34339 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -2947446.250000 Penalty: 5227.609375
	Iteration 17Q: 3 clusters Score -2947446 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34782 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -2947808.000000 Penalty: 5227.609375
	Iteration 18Q: 3 clusters Score -2947808 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35125 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -2948106.250000 Penalty: 5227.609375
	Iteration 19Q: 3 clusters Score -2948106 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35365 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -2948373.000000 Penalty: 5227.609375
	Iteration 20F: 3 clusters Score -2948373 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35557 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -2948593.250000 Penalty: 5227.609375
	Iteration 21Q: 3 clusters Score -2948593 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35699 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -2948732.000000 Penalty: 5227.609375
	Iteration 22Q: 3 clusters Score -2948732 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35800 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -2948838.250000 Penalty: 5227.609375
	Iteration 23Q: 3 clusters Score -2948838 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35859 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -2948887.250000 Penalty: 5227.609375
	Iteration 24Q: 3 clusters Score -2948887 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35901 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -2948920.750000 Penalty: 5227.609375
	Iteration 25Q: 3 clusters Score -2948921 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35931 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -2948953.750000 Penalty: 5227.609375
	Iteration 26Q: 3 clusters Score -2948954 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35954 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -2948967.250000 Penalty: 5227.609375
	Iteration 27Q: 3 clusters Score -2948967 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35975 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -2948973.250000 Penalty: 5227.609375
	Iteration 28Q: 3 clusters Score -2948973 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35987 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -2948986.500000 Penalty: 5227.609375
	Iteration 29Q: 3 clusters Score -2948986 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35996 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -2948986.500000 Penalty: 5227.609375
	Iteration 30Q: 3 clusters Score -2948986 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36003 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -2948994.500000 Penalty: 5227.609375
	Iteration 31Q: 3 clusters Score -2948994 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36019 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -2949009.500000 Penalty: 5227.609375
	Iteration 32Q: 3 clusters Score -2949010 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36029 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -2949011.000000 Penalty: 5227.609375
	Iteration 33Q: 3 clusters Score -2949011 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36039 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -2949015.750000 Penalty: 5227.609375
	Iteration 34Q: 3 clusters Score -2949016 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36048 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -2949019.750000 Penalty: 5227.609375
	Iteration 35Q: 3 clusters Score -2949020 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36051 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -2949024.500000 Penalty: 5227.609375
	Iteration 36Q: 3 clusters Score -2949024 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36055 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -2949032.750000 Penalty: 5227.609375
	Iteration 37Q: 3 clusters Score -2949033 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36059 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -2949024.250000 Penalty: 5227.609375
	Iteration 38Q: 3 clusters Score -2949024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36060 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -2949026.750000 Penalty: 5227.609375
	Iteration 39Q: 3 clusters Score -2949027 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36059 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -2949029.500000 Penalty: 5227.609375
	Iteration 40F: 3 clusters Score -2949030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36061 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -2949027.250000 Penalty: 5227.609375
	Iteration 41Q: 3 clusters Score -2949027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36063 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -2949028.500000 Penalty: 5227.609375
	Iteration 42Q: 3 clusters Score -2949028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36065 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -2949030.750000 Penalty: 5227.609375
	Iteration 43Q: 3 clusters Score -2949031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36066 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -2949029.500000 Penalty: 5227.609375
	Iteration 44Q: 3 clusters Score -2949030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36068 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -2949034.000000 Penalty: 5227.609375
	Iteration 45Q: 3 clusters Score -2949034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36066 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -2949034.750000 Penalty: 5227.609375
	Iteration 46Q: 3 clusters Score -2949035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36068 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -2949037.250000 Penalty: 5227.609375
	Iteration 47Q: 3 clusters Score -2949037 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36073 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -2949040.000000 Penalty: 5227.609375
	Iteration 48Q: 3 clusters Score -2949040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36076 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -2949038.000000 Penalty: 5227.609375
	Iteration 49Q: 3 clusters Score -2949038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36079 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -2949039.250000 Penalty: 5227.609375
	Iteration 50Q: 3 clusters Score -2949039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36080 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -2949038.500000 Penalty: 5227.609375
	Iteration 51Q: 3 clusters Score -2949038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36081 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -2949040.750000 Penalty: 5227.609375
	Iteration 52Q: 3 clusters Score -2949041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36080 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -2949040.750000 Penalty: 5227.609375
	Iteration 53Q: 3 clusters Score -2949041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36081 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -2949040.000000 Penalty: 5227.609375
	Iteration 54Q: 3 clusters Score -2949040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36081 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -2949040.000000 Penalty: 5227.609375
	Iteration 55F: 3 clusters Score -2949040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Entering Unmasked Estep 
Score: -385481.187500 Penalty: 2088.383789
	Iteration 0F: 2 clusters Score -385481.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -381200.343750 Penalty: 4176.767578
	Iteration 0F: 3 clusters Score -381200.3 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -382136.468750 Penalty: 4176.767578
	Iteration 1F: 3 clusters Score -382136.5 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -382324.062500 Penalty: 4176.767578
	Iteration 2F: 3 clusters Score -382324.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -382443.750000 Penalty: 4176.767578
	Iteration 3Q: 3 clusters Score -382443.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -382544.718750 Penalty: 4176.767578
	Iteration 4Q: 3 clusters Score -382544.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -382609.843750 Penalty: 4176.767578
	Iteration 5Q: 3 clusters Score -382609.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -382653.218750 Penalty: 4176.767578
	Iteration 6Q: 3 clusters Score -382653.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -382682.531250 Penalty: 4176.767578
	Iteration 7Q: 3 clusters Score -382682.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -382717.937500 Penalty: 4176.767578
	Iteration 8Q: 3 clusters Score -382717.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -382748.625000 Penalty: 4176.767578
	Iteration 9Q: 3 clusters Score -382748.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -382782.500000 Penalty: 4176.767578
	Iteration 10Q: 3 clusters Score -382782.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -382817.375000 Penalty: 4176.767578
	Iteration 11Q: 3 clusters Score -382817.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -382856.125000 Penalty: 4176.767578
	Iteration 12Q: 3 clusters Score -382856.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -382892.812500 Penalty: 4176.767578
	Iteration 13Q: 3 clusters Score -382892.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -382932.000000 Penalty: 4176.767578
	Iteration 14Q: 3 clusters Score -382932 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -382977.250000 Penalty: 4176.767578
	Iteration 15Q: 3 clusters Score -382977.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -383024.000000 Penalty: 4176.767578
	Iteration 16Q: 3 clusters Score -383024 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -383069.500000 Penalty: 4176.767578
	Iteration 17Q: 3 clusters Score -383069.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -383116.000000 Penalty: 4176.767578
	Iteration 18Q: 3 clusters Score -383116 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -383154.468750 Penalty: 4176.767578
	Iteration 19Q: 3 clusters Score -383154.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -383189.812500 Penalty: 4176.767578
	Iteration 20F: 3 clusters Score -383189.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -383227.281250 Penalty: 4176.767578
	Iteration 21Q: 3 clusters Score -383227.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -383262.750000 Penalty: 4176.767578
	Iteration 22Q: 3 clusters Score -383262.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -383297.906250 Penalty: 4176.767578
	Iteration 23Q: 3 clusters Score -383297.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -383338.718750 Penalty: 4176.767578
	Iteration 24Q: 3 clusters Score -383338.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -383374.468750 Penalty: 4176.767578
	Iteration 25Q: 3 clusters Score -383374.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -383407.375000 Penalty: 4176.767578
	Iteration 26Q: 3 clusters Score -383407.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -383428.781250 Penalty: 4176.767578
	Iteration 27Q: 3 clusters Score -383428.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -383445.437500 Penalty: 4176.767578
	Iteration 28Q: 3 clusters Score -383445.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -383460.593750 Penalty: 4176.767578
	Iteration 29Q: 3 clusters Score -383460.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -383472.500000 Penalty: 4176.767578
	Iteration 30Q: 3 clusters Score -383472.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -383481.875000 Penalty: 4176.767578
	Iteration 31Q: 3 clusters Score -383481.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -383490.031250 Penalty: 4176.767578
	Iteration 32Q: 3 clusters Score -383490 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -383503.031250 Penalty: 4176.767578
	Iteration 33Q: 3 clusters Score -383503 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -383514.406250 Penalty: 4176.767578
	Iteration 34Q: 3 clusters Score -383514.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -383524.781250 Penalty: 4176.767578
	Iteration 35Q: 3 clusters Score -383524.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -383534.250000 Penalty: 4176.767578
	Iteration 36Q: 3 clusters Score -383534.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -383543.937500 Penalty: 4176.767578
	Iteration 37Q: 3 clusters Score -383543.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -383550.375000 Penalty: 4176.767578
	Iteration 38Q: 3 clusters Score -383550.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -383558.062500 Penalty: 4176.767578
	Iteration 39Q: 3 clusters Score -383558.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -383568.687500 Penalty: 4176.767578
	Iteration 40F: 3 clusters Score -383568.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -383579.500000 Penalty: 4176.767578
	Iteration 41Q: 3 clusters Score -383579.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -383589.468750 Penalty: 4176.767578
	Iteration 42Q: 3 clusters Score -383589.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -383594.531250 Penalty: 4176.767578
	Iteration 43Q: 3 clusters Score -383594.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -383601.156250 Penalty: 4176.767578
	Iteration 44Q: 3 clusters Score -383601.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -383608.625000 Penalty: 4176.767578
	Iteration 45Q: 3 clusters Score -383608.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -383612.343750 Penalty: 4176.767578
	Iteration 46Q: 3 clusters Score -383612.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -383618.031250 Penalty: 4176.767578
	Iteration 47Q: 3 clusters Score -383618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -383626.906250 Penalty: 4176.767578
	Iteration 48Q: 3 clusters Score -383626.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -383634.281250 Penalty: 4176.767578
	Iteration 49Q: 3 clusters Score -383634.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -383639.500000 Penalty: 4176.767578
	Iteration 50Q: 3 clusters Score -383639.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -383645.875000 Penalty: 4176.767578
	Iteration 51Q: 3 clusters Score -383645.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -383649.843750 Penalty: 4176.767578
	Iteration 52Q: 3 clusters Score -383649.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -383653.312500 Penalty: 4176.767578
	Iteration 53Q: 3 clusters Score -383653.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -383653.406250 Penalty: 4176.767578
	Iteration 54Q: 3 clusters Score -383653.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -383653.406250 Penalty: 4176.767578
	Iteration 55F: 3 clusters Score -383653.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Entering Unmasked Estep 
Score: -442862.000000 Penalty: 2143.012451
	Iteration 0F: 2 clusters Score -442862 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 2841 members 
Entering Unmasked Estep 
Score: -437954.656250 Penalty: 4286.024902
	Iteration 0F: 3 clusters Score -437954.7 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -439076.687500 Penalty: 4286.024902
	Iteration 1F: 3 clusters Score -439076.7 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -439273.125000 Penalty: 4286.024902
	Iteration 2F: 3 clusters Score -439273.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -439406.187500 Penalty: 4286.024902
	Iteration 3Q: 3 clusters Score -439406.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -439493.218750 Penalty: 4286.024902
	Iteration 4Q: 3 clusters Score -439493.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -439554.468750 Penalty: 4286.024902
	Iteration 5Q: 3 clusters Score -439554.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -439606.906250 Penalty: 4286.024902
	Iteration 6Q: 3 clusters Score -439606.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -439648.125000 Penalty: 4286.024902
	Iteration 7Q: 3 clusters Score -439648.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -439689.843750 Penalty: 4286.024902
	Iteration 8Q: 3 clusters Score -439689.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -439725.437500 Penalty: 4286.024902
	Iteration 9Q: 3 clusters Score -439725.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -439763.031250 Penalty: 4286.024902
	Iteration 10Q: 3 clusters Score -439763 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -439797.031250 Penalty: 4286.024902
	Iteration 11Q: 3 clusters Score -439797 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -439822.625000 Penalty: 4286.024902
	Iteration 12Q: 3 clusters Score -439822.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -439845.937500 Penalty: 4286.024902
	Iteration 13Q: 3 clusters Score -439845.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -439872.468750 Penalty: 4286.024902
	Iteration 14Q: 3 clusters Score -439872.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -439891.156250 Penalty: 4286.024902
	Iteration 15Q: 3 clusters Score -439891.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -439908.281250 Penalty: 4286.024902
	Iteration 16Q: 3 clusters Score -439908.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -439921.406250 Penalty: 4286.024902
	Iteration 17Q: 3 clusters Score -439921.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -439932.968750 Penalty: 4286.024902
	Iteration 18Q: 3 clusters Score -439933 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -439943.718750 Penalty: 4286.024902
	Iteration 19Q: 3 clusters Score -439943.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -439955.500000 Penalty: 4286.024902
	Iteration 20F: 3 clusters Score -439955.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -439967.343750 Penalty: 4286.024902
	Iteration 21Q: 3 clusters Score -439967.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -439980.750000 Penalty: 4286.024902
	Iteration 22Q: 3 clusters Score -439980.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -439990.406250 Penalty: 4286.024902
	Iteration 23Q: 3 clusters Score -439990.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -439997.843750 Penalty: 4286.024902
	Iteration 24Q: 3 clusters Score -439997.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -440001.875000 Penalty: 4286.024902
	Iteration 25Q: 3 clusters Score -440001.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -440006.968750 Penalty: 4286.024902
	Iteration 26Q: 3 clusters Score -440007 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -440012.093750 Penalty: 4286.024902
	Iteration 27Q: 3 clusters Score -440012.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -440014.812500 Penalty: 4286.024902
	Iteration 28Q: 3 clusters Score -440014.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -440019.250000 Penalty: 4286.024902
	Iteration 29Q: 3 clusters Score -440019.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -440023.468750 Penalty: 4286.024902
	Iteration 30Q: 3 clusters Score -440023.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -440027.343750 Penalty: 4286.024902
	Iteration 31Q: 3 clusters Score -440027.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -440031.562500 Penalty: 4286.024902
	Iteration 32Q: 3 clusters Score -440031.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -440036.437500 Penalty: 4286.024902
	Iteration 33Q: 3 clusters Score -440036.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -440040.625000 Penalty: 4286.024902
	Iteration 34Q: 3 clusters Score -440040.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -440045.843750 Penalty: 4286.024902
	Iteration 35Q: 3 clusters Score -440045.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -440051.125000 Penalty: 4286.024902
	Iteration 36Q: 3 clusters Score -440051.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -440056.406250 Penalty: 4286.024902
	Iteration 37Q: 3 clusters Score -440056.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -440061.468750 Penalty: 4286.024902
	Iteration 38Q: 3 clusters Score -440061.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -440069.500000 Penalty: 4286.024902
	Iteration 39Q: 3 clusters Score -440069.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -440076.250000 Penalty: 4286.024902
	Iteration 40F: 3 clusters Score -440076.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -440081.250000 Penalty: 4286.024902
	Iteration 41Q: 3 clusters Score -440081.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -440086.593750 Penalty: 4286.024902
	Iteration 42Q: 3 clusters Score -440086.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -440092.437500 Penalty: 4286.024902
	Iteration 43Q: 3 clusters Score -440092.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -440096.250000 Penalty: 4286.024902
	Iteration 44Q: 3 clusters Score -440096.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -440101.562500 Penalty: 4286.024902
	Iteration 45Q: 3 clusters Score -440101.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -440105.031250 Penalty: 4286.024902
	Iteration 46Q: 3 clusters Score -440105 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -440109.937500 Penalty: 4286.024902
	Iteration 47Q: 3 clusters Score -440109.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -440114.531250 Penalty: 4286.024902
	Iteration 48Q: 3 clusters Score -440114.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -440117.875000 Penalty: 4286.024902
	Iteration 49Q: 3 clusters Score -440117.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -440120.906250 Penalty: 4286.024902
	Iteration 50Q: 3 clusters Score -440120.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -440124.812500 Penalty: 4286.024902
	Iteration 51Q: 3 clusters Score -440124.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -440128.031250 Penalty: 4286.024902
	Iteration 52Q: 3 clusters Score -440128 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -440133.000000 Penalty: 4286.024902
	Iteration 53Q: 3 clusters Score -440133 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -440135.375000 Penalty: 4286.024902
	Iteration 54Q: 3 clusters Score -440135.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -440138.375000 Penalty: 4286.024902
	Iteration 55Q: 3 clusters Score -440138.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -440141.812500 Penalty: 4286.024902
	Iteration 56Q: 3 clusters Score -440141.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -440144.031250 Penalty: 4286.024902
	Iteration 57Q: 3 clusters Score -440144 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -440148.343750 Penalty: 4286.024902
	Iteration 58Q: 3 clusters Score -440148.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -440151.125000 Penalty: 4286.024902
	Iteration 59Q: 3 clusters Score -440151.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -440156.218750 Penalty: 4286.024902
	Iteration 60F: 3 clusters Score -440156.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -440158.187500 Penalty: 4286.024902
	Iteration 61Q: 3 clusters Score -440158.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -440161.187500 Penalty: 4286.024902
	Iteration 62Q: 3 clusters Score -440161.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -440164.187500 Penalty: 4286.024902
	Iteration 63Q: 3 clusters Score -440164.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -440168.281250 Penalty: 4286.024902
	Iteration 64Q: 3 clusters Score -440168.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -440173.437500 Penalty: 4286.024902
	Iteration 65Q: 3 clusters Score -440173.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -440179.281250 Penalty: 4286.024902
	Iteration 66Q: 3 clusters Score -440179.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -440180.406250 Penalty: 4286.024902
	Iteration 67Q: 3 clusters Score -440180.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -440186.312500 Penalty: 4286.024902
	Iteration 68Q: 3 clusters Score -440186.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -440192.375000 Penalty: 4286.024902
	Iteration 69Q: 3 clusters Score -440192.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -440203.625000 Penalty: 4286.024902
	Iteration 70Q: 3 clusters Score -440203.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -440216.718750 Penalty: 4286.024902
	Iteration 71Q: 3 clusters Score -440216.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -440231.593750 Penalty: 4286.024902
	Iteration 72Q: 3 clusters Score -440231.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -440242.875000 Penalty: 4286.024902
	Iteration 73Q: 3 clusters Score -440242.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -440253.625000 Penalty: 4286.024902
	Iteration 74Q: 3 clusters Score -440253.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -440264.843750 Penalty: 4286.024902
	Iteration 75Q: 3 clusters Score -440264.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -440272.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -440279.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -440286.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -440293.906250 Penalty: 4286.024902
	Iteration 79Q: 3 clusters Score -440293.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -440305.937500 Penalty: 4286.024902
	Iteration 80F: 3 clusters Score -440305.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -440316.625000 Penalty: 4286.024902
	Iteration 81Q: 3 clusters Score -440316.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -440327.437500 Penalty: 4286.024902
	Iteration 82Q: 3 clusters Score -440327.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -440340.781250 Penalty: 4286.024902
	Iteration 83Q: 3 clusters Score -440340.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -440354.906250 Penalty: 4286.024902
	Iteration 84Q: 3 clusters Score -440354.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -440372.812500 Penalty: 4286.024902
	Iteration 85Q: 3 clusters Score -440372.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -440388.031250 Penalty: 4286.024902
	Iteration 86Q: 3 clusters Score -440388 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -440405.875000 Penalty: 4286.024902
	Iteration 87Q: 3 clusters Score -440405.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -440434.593750 Penalty: 4286.024902
	Iteration 88Q: 3 clusters Score -440434.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -440461.031250 Penalty: 4286.024902
	Iteration 89Q: 3 clusters Score -440461 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -440487.312500 Penalty: 4286.024902
	Iteration 90Q: 3 clusters Score -440487.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -440513.375000 Penalty: 4286.024902
	Iteration 91Q: 3 clusters Score -440513.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -440539.593750 Penalty: 4286.024902
	Iteration 92Q: 3 clusters Score -440539.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -440566.093750 Penalty: 4286.024902
	Iteration 93Q: 3 clusters Score -440566.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -440591.562500 Penalty: 4286.024902
	Iteration 94Q: 3 clusters Score -440591.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -440622.312500 Penalty: 4286.024902
	Iteration 95Q: 3 clusters Score -440622.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -440644.031250 Penalty: 4286.024902
	Iteration 96Q: 3 clusters Score -440644 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -440672.562500 Penalty: 4286.024902
	Iteration 97Q: 3 clusters Score -440672.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -440702.000000 Penalty: 4286.024902
	Iteration 98Q: 3 clusters Score -440702 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -440729.812500 Penalty: 4286.024902
	Iteration 99Q: 3 clusters Score -440729.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -440755.468750 Penalty: 4286.024902
	Iteration 100F: 3 clusters Score -440755.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -440777.156250 Penalty: 4286.024902
	Iteration 101Q: 3 clusters Score -440777.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -440804.000000 Penalty: 4286.024902
	Iteration 102Q: 3 clusters Score -440804 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -440831.218750 Penalty: 4286.024902
	Iteration 103Q: 3 clusters Score -440831.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -440851.687500 Penalty: 4286.024902
	Iteration 104Q: 3 clusters Score -440851.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -440875.000000 Penalty: 4286.024902
	Iteration 105Q: 3 clusters Score -440875 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -440892.343750 Penalty: 4286.024902
	Iteration 106Q: 3 clusters Score -440892.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -440908.125000 Penalty: 4286.024902
	Iteration 107Q: 3 clusters Score -440908.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -440921.656250 Penalty: 4286.024902
	Iteration 108Q: 3 clusters Score -440921.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -440937.062500 Penalty: 4286.024902
	Iteration 109Q: 3 clusters Score -440937.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -440948.437500 Penalty: 4286.024902
	Iteration 110Q: 3 clusters Score -440948.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -440960.125000 Penalty: 4286.024902
	Iteration 111Q: 3 clusters Score -440960.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -440973.781250 Penalty: 4286.024902
	Iteration 112Q: 3 clusters Score -440973.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -440988.750000 Penalty: 4286.024902
	Iteration 113Q: 3 clusters Score -440988.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -440998.781250 Penalty: 4286.024902
	Iteration 114Q: 3 clusters Score -440998.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -441007.281250 Penalty: 4286.024902
	Iteration 115Q: 3 clusters Score -441007.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -441011.843750 Penalty: 4286.024902
	Iteration 116Q: 3 clusters Score -441011.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -441016.812500 Penalty: 4286.024902
	Iteration 117Q: 3 clusters Score -441016.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -441018.062500 Penalty: 4286.024902
	Iteration 118Q: 3 clusters Score -441018.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -441020.250000 Penalty: 4286.024902
	Iteration 119Q: 3 clusters Score -441020.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -441021.281250 Penalty: 4286.024902
	Iteration 120F: 3 clusters Score -441021.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -441022.531250 Penalty: 4286.024902
	Iteration 121Q: 3 clusters Score -441022.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -441024.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -441024.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -441024.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -441026.437500 Penalty: 4286.024902
	Iteration 125Q: 3 clusters Score -441026.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -441025.093750 Penalty: 4286.024902
	Iteration 126Q: 3 clusters Score -441025.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -441027.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -441028.343750 Penalty: 4286.024902
	Iteration 128Q: 3 clusters Score -441028.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -441029.343750 Penalty: 4286.024902
	Iteration 129Q: 3 clusters Score -441029.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -441032.000000 Penalty: 4286.024902
	Iteration 130Q: 3 clusters Score -441032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -441034.906250 Penalty: 4286.024902
	Iteration 131Q: 3 clusters Score -441034.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -441038.218750 Penalty: 4286.024902
	Iteration 132Q: 3 clusters Score -441038.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -441039.187500 Penalty: 4286.024902
	Iteration 133Q: 3 clusters Score -441039.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -441041.031250 Penalty: 4286.024902
	Iteration 134Q: 3 clusters Score -441041 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -441041.875000 Penalty: 4286.024902
	Iteration 135Q: 3 clusters Score -441041.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -441043.062500 Penalty: 4286.024902
	Iteration 136Q: 3 clusters Score -441043.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -441044.687500 Penalty: 4286.024902
	Iteration 137Q: 3 clusters Score -441044.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -441047.000000 Penalty: 4286.024902
	Iteration 138Q: 3 clusters Score -441047 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -441049.781250 Penalty: 4286.024902
	Iteration 139Q: 3 clusters Score -441049.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -441055.125000 Penalty: 4286.024902
	Iteration 140F: 3 clusters Score -441055.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -441059.875000 Penalty: 4286.024902
	Iteration 141Q: 3 clusters Score -441059.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -441064.562500 Penalty: 4286.024902
	Iteration 142Q: 3 clusters Score -441064.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -441066.281250 Penalty: 4286.024902
	Iteration 143Q: 3 clusters Score -441066.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -441068.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -441070.156250 Penalty: 4286.024902
	Iteration 145Q: 3 clusters Score -441070.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -441072.000000 Penalty: 4286.024902
	Iteration 146Q: 3 clusters Score -441072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -441075.250000 Penalty: 4286.024902
	Iteration 147Q: 3 clusters Score -441075.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -441077.562500 Penalty: 4286.024902
	Iteration 148Q: 3 clusters Score -441077.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -441078.500000 Penalty: 4286.024902
	Iteration 149Q: 3 clusters Score -441078.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -441078.187500 Penalty: 4286.024902
	Iteration 150Q: 3 clusters Score -441078.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -441079.812500 Penalty: 4286.024902
	Iteration 151Q: 3 clusters Score -441079.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -441081.375000 Penalty: 4286.024902
	Iteration 152Q: 3 clusters Score -441081.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -441083.062500 Penalty: 4286.024902
	Iteration 153Q: 3 clusters Score -441083.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -441083.468750 Penalty: 4286.024902
	Iteration 154Q: 3 clusters Score -441083.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -441083.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -441085.187500 Penalty: 4286.024902
	Iteration 156Q: 3 clusters Score -441085.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -441085.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -441086.250000 Penalty: 4286.024902
	Iteration 158Q: 3 clusters Score -441086.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -441086.781250 Penalty: 4286.024902
	Iteration 159Q: 3 clusters Score -441086.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -441086.718750 Penalty: 4286.024902
	Iteration 160F: 3 clusters Score -441086.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -441086.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -441089.250000 Penalty: 4286.024902
	Iteration 162Q: 3 clusters Score -441089.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -441089.531250 Penalty: 4286.024902
	Iteration 163Q: 3 clusters Score -441089.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -441090.156250 Penalty: 4286.024902
	Iteration 164Q: 3 clusters Score -441090.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -441090.781250 Penalty: 4286.024902
	Iteration 165Q: 3 clusters Score -441090.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -441090.437500 Penalty: 4286.024902
	Iteration 166Q: 3 clusters Score -441090.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -441090.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -441090.562500 Penalty: 4286.024902
	Iteration 168F: 3 clusters Score -441090.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (11489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Entering Unmasked Estep 
Score: -899387.312500 Penalty: 2318.587891
	Iteration 0F: 2 clusters Score -899387.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -890752.062500 Penalty: 4637.175781
	Iteration 0F: 3 clusters Score -890752.1 nChanged 4832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -893223.562500 Penalty: 4637.175781
	Iteration 1F: 3 clusters Score -893223.6 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -893545.437500 Penalty: 4637.175781
	Iteration 2F: 3 clusters Score -893545.4 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -893788.750000 Penalty: 4637.175781
	Iteration 3F: 3 clusters Score -893788.8 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -894009.687500 Penalty: 4637.175781
	Iteration 4Q: 3 clusters Score -894009.7 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -894250.375000 Penalty: 4637.175781
	Iteration 5Q: 3 clusters Score -894250.4 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -894633.312500 Penalty: 4637.175781
	Iteration 6Q: 3 clusters Score -894633.3 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -895231.750000 Penalty: 4637.175781
	Iteration 7F: 3 clusters Score -895231.8 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -896074.062500 Penalty: 4637.175781
	Iteration 8F: 3 clusters Score -896074.1 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -896900.312500 Penalty: 4637.175781
	Iteration 9F: 3 clusters Score -896900.3 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -897609.812500 Penalty: 4637.175781
	Iteration 10F: 3 clusters Score -897609.8 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -898217.187500 Penalty: 4637.175781
	Iteration 11Q: 3 clusters Score -898217.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -898755.875000 Penalty: 4637.175781
	Iteration 12Q: 3 clusters Score -898755.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -899107.250000 Penalty: 4637.175781
	Iteration 13Q: 3 clusters Score -899107.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -899254.000000 Penalty: 4637.175781
	Iteration 14Q: 3 clusters Score -899254 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -899314.187500 Penalty: 4637.175781
	Iteration 15Q: 3 clusters Score -899314.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -899344.500000 Penalty: 4637.175781
	Iteration 16Q: 3 clusters Score -899344.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -899365.312500 Penalty: 4637.175781
	Iteration 17Q: 3 clusters Score -899365.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -899385.937500 Penalty: 4637.175781
	Iteration 18Q: 3 clusters Score -899385.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -899396.625000 Penalty: 4637.175781
	Iteration 19Q: 3 clusters Score -899396.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -899405.937500 Penalty: 4637.175781
	Iteration 20F: 3 clusters Score -899405.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -899413.500000 Penalty: 4637.175781
	Iteration 21Q: 3 clusters Score -899413.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -899416.562500 Penalty: 4637.175781
	Iteration 22Q: 3 clusters Score -899416.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -899422.437500 Penalty: 4637.175781
	Iteration 23Q: 3 clusters Score -899422.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -899427.187500 Penalty: 4637.175781
	Iteration 24Q: 3 clusters Score -899427.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -899428.000000 Penalty: 4637.175781
	Iteration 25Q: 3 clusters Score -899428 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -899433.562500 Penalty: 4637.175781
	Iteration 26Q: 3 clusters Score -899433.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -899437.000000 Penalty: 4637.175781
	Iteration 27Q: 3 clusters Score -899437 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -899442.187500 Penalty: 4637.175781
	Iteration 28Q: 3 clusters Score -899442.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -899446.937500 Penalty: 4637.175781
	Iteration 29Q: 3 clusters Score -899446.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -899452.750000 Penalty: 4637.175781
	Iteration 30Q: 3 clusters Score -899452.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -899453.875000 Penalty: 4637.175781
	Iteration 31Q: 3 clusters Score -899453.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -899457.562500 Penalty: 4637.175781
	Iteration 32Q: 3 clusters Score -899457.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -899457.562500 Penalty: 4637.175781
	Iteration 33Q: 3 clusters Score -899457.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -899459.812500 Penalty: 4637.175781
	Iteration 34Q: 3 clusters Score -899459.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -899460.062500 Penalty: 4637.175781
	Iteration 35Q: 3 clusters Score -899460.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -899461.562500 Penalty: 4637.175781
	Iteration 36Q: 3 clusters Score -899461.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -899465.375000 Penalty: 4637.175781
	Iteration 37Q: 3 clusters Score -899465.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -899468.250000 Penalty: 4637.175781
	Iteration 38Q: 3 clusters Score -899468.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -899471.125000 Penalty: 4637.175781
	Iteration 39Q: 3 clusters Score -899471.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -899469.375000 Penalty: 4637.175781
	Iteration 40F: 3 clusters Score -899469.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -899472.187500 Penalty: 4637.175781
	Iteration 41Q: 3 clusters Score -899472.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -899471.562500 Penalty: 4637.175781
	Iteration 42Q: 3 clusters Score -899471.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -899471.500000 Penalty: 4637.175781
	Iteration 43Q: 3 clusters Score -899471.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -899476.500000 Penalty: 4637.175781
	Iteration 44Q: 3 clusters Score -899476.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -899478.125000 Penalty: 4637.175781
	Iteration 45Q: 3 clusters Score -899478.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -899478.875000 Penalty: 4637.175781
	Iteration 46Q: 3 clusters Score -899478.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -899482.312500 Penalty: 4637.175781
	Iteration 47Q: 3 clusters Score -899482.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -899486.312500 Penalty: 4637.175781
	Iteration 48Q: 3 clusters Score -899486.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -899486.687500 Penalty: 4637.175781
	Iteration 49Q: 3 clusters Score -899486.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -899487.687500 Penalty: 4637.175781
	Iteration 50Q: 3 clusters Score -899487.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -899490.250000 Penalty: 4637.175781
	Iteration 51Q: 3 clusters Score -899490.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -899491.187500 Penalty: 4637.175781
	Iteration 52Q: 3 clusters Score -899491.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -899489.500000 Penalty: 4637.175781
	Iteration 53Q: 3 clusters Score -899489.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -899489.812500 Penalty: 4637.175781
	Iteration 54Q: 3 clusters Score -899489.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -899491.062500 Penalty: 4637.175781
	Iteration 55Q: 3 clusters Score -899491.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -899491.625000 Penalty: 4637.175781
	Iteration 56Q: 3 clusters Score -899491.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -899490.875000 Penalty: 4637.175781
	Iteration 57Q: 3 clusters Score -899490.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -899492.375000 Penalty: 4637.175781
	Iteration 58Q: 3 clusters Score -899492.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -899492.312500 Penalty: 4637.175781
	Iteration 59Q: 3 clusters Score -899492.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -899492.312500 Penalty: 4637.175781
	Iteration 60F: 3 clusters Score -899492.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75656 members 
Mstep: Class 2 contains 24462 members 
Mstep: Class 3 contains 3398 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 68106 members 
Mstep: Class 6 contains 154225 members 
Mstep: Class 7 contains 8613 members 
Mstep: Class 8 contains 8410 members 
Mstep: Class 9 contains 75643 members 
Mstep: Class 10 contains 63463 members 
Mstep: Class 11 contains 6623 members 
Mstep: Class 12 contains 60983 members 
Mstep: Class 13 contains 5882 members 
Mstep: Class 14 contains 19623 members 
Mstep: Class 15 contains 17520 members 
Mstep: Class 16 contains 14656 members 
Mstep: Class 17 contains 37780 members 
Mstep: Class 18 contains 4541 members 
Mstep: Class 19 contains 5660 members 
Mstep: Class 20 contains 9303 members 
Mstep: Class 21 contains 10700 members 
Mstep: Class 22 contains 9931 members 
Mstep: Class 23 contains 29063 members 
Mstep: Class 24 contains 569579 members 
Mstep: Class 25 contains 65603 members 
Mstep: Class 26 contains 7022 members 
Mstep: Class 27 contains 3325 members 
Mstep: Class 28 contains 70331 members 
Mstep: Class 29 contains 8982 members 
Mstep: Class 30 contains 15296 members 
Mstep: Class 31 contains 2954 members 
Mstep: Class 32 contains 2186 members 
Entering Unmasked Estep 
Score: -111976832.000000 Penalty: 112659.960938
Splitting cluster 20 changes total score from -111977744.000000 to -111976832.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (10700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Entering Unmasked Estep 
Score: -873000.125000 Penalty: 2300.943848
	Iteration 0F: 2 clusters Score -873000.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -864913.000000 Penalty: 4601.887695
	Iteration 0F: 3 clusters Score -864913 nChanged 4449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -867134.875000 Penalty: 4601.887695
	Iteration 1F: 3 clusters Score -867134.9 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -867421.437500 Penalty: 4601.887695
	Iteration 2F: 3 clusters Score -867421.4 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -867666.187500 Penalty: 4601.887695
	Iteration 3Q: 3 clusters Score -867666.2 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -867891.062500 Penalty: 4601.887695
	Iteration 4Q: 3 clusters Score -867891.1 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -868173.687500 Penalty: 4601.887695
	Iteration 5Q: 3 clusters Score -868173.7 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -868535.812500 Penalty: 4601.887695
	Iteration 6F: 3 clusters Score -868535.8 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -868983.562500 Penalty: 4601.887695
	Iteration 7F: 3 clusters Score -868983.6 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -869508.125000 Penalty: 4601.887695
	Iteration 8F: 3 clusters Score -869508.1 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -870021.562500 Penalty: 4601.887695
	Iteration 9F: 3 clusters Score -870021.6 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -870444.375000 Penalty: 4601.887695
	Iteration 10Q: 3 clusters Score -870444.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -870750.250000 Penalty: 4601.887695
	Iteration 11Q: 3 clusters Score -870750.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -870955.125000 Penalty: 4601.887695
	Iteration 12Q: 3 clusters Score -870955.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -871068.875000 Penalty: 4601.887695
	Iteration 13Q: 3 clusters Score -871068.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -871137.750000 Penalty: 4601.887695
	Iteration 14Q: 3 clusters Score -871137.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -871174.375000 Penalty: 4601.887695
	Iteration 15Q: 3 clusters Score -871174.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -871195.937500 Penalty: 4601.887695
	Iteration 16Q: 3 clusters Score -871195.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -871204.187500 Penalty: 4601.887695
	Iteration 17Q: 3 clusters Score -871204.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -871214.125000 Penalty: 4601.887695
	Iteration 18Q: 3 clusters Score -871214.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -871226.437500 Penalty: 4601.887695
	Iteration 19Q: 3 clusters Score -871226.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -871230.250000 Penalty: 4601.887695
	Iteration 20F: 3 clusters Score -871230.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -871231.000000 Penalty: 4601.887695
	Iteration 21Q: 3 clusters Score -871231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -871230.437500 Penalty: 4601.887695
	Iteration 22Q: 3 clusters Score -871230.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -871230.437500 Penalty: 4601.887695
	Iteration 23F: 3 clusters Score -871230.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (9931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Entering Unmasked Estep 
Score: -747487.625000 Penalty: 2282.447266
	Iteration 0F: 2 clusters Score -747487.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -739850.125000 Penalty: 4564.894531
	Iteration 0F: 3 clusters Score -739850.1 nChanged 4171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -742240.500000 Penalty: 4564.894531
	Iteration 1F: 3 clusters Score -742240.5 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -742733.812500 Penalty: 4564.894531
	Iteration 2F: 3 clusters Score -742733.8 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -743135.250000 Penalty: 4564.894531
	Iteration 3F: 3 clusters Score -743135.2 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -743497.750000 Penalty: 4564.894531
	Iteration 4F: 3 clusters Score -743497.8 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -743898.500000 Penalty: 4564.894531
	Iteration 5F: 3 clusters Score -743898.5 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -744297.812500 Penalty: 4564.894531
	Iteration 6F: 3 clusters Score -744297.8 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -744711.875000 Penalty: 4564.894531
	Iteration 7F: 3 clusters Score -744711.9 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -745200.187500 Penalty: 4564.894531
	Iteration 8Q: 3 clusters Score -745200.2 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -745719.937500 Penalty: 4564.894531
	Iteration 9Q: 3 clusters Score -745719.9 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -746132.562500 Penalty: 4564.894531
	Iteration 10Q: 3 clusters Score -746132.6 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -746435.375000 Penalty: 4564.894531
	Iteration 11Q: 3 clusters Score -746435.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -746654.812500 Penalty: 4564.894531
	Iteration 12Q: 3 clusters Score -746654.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -746786.875000 Penalty: 4564.894531
	Iteration 13Q: 3 clusters Score -746786.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -746865.437500 Penalty: 4564.894531
	Iteration 14Q: 3 clusters Score -746865.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -746911.750000 Penalty: 4564.894531
	Iteration 15Q: 3 clusters Score -746911.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -746936.750000 Penalty: 4564.894531
	Iteration 16Q: 3 clusters Score -746936.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -746955.375000 Penalty: 4564.894531
	Iteration 17Q: 3 clusters Score -746955.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -746969.437500 Penalty: 4564.894531
	Iteration 18Q: 3 clusters Score -746969.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -746978.500000 Penalty: 4564.894531
	Iteration 19Q: 3 clusters Score -746978.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -746982.500000 Penalty: 4564.894531
	Iteration 20F: 3 clusters Score -746982.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -746987.625000 Penalty: 4564.894531
	Iteration 21Q: 3 clusters Score -746987.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -746987.000000 Penalty: 4564.894531
	Iteration 22Q: 3 clusters Score -746987 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -746987.187500 Penalty: 4564.894531
	Iteration 23Q: 3 clusters Score -746987.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -746987.375000 Penalty: 4564.894531
	Iteration 24Q: 3 clusters Score -746987.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -746987.562500 Penalty: 4564.894531
	Iteration 25Q: 3 clusters Score -746987.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -746987.562500 Penalty: 4564.894531
	Iteration 26F: 3 clusters Score -746987.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (29063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29063 members 
Entering Unmasked Estep 
Score: -2238962.750000 Penalty: 2548.750732
	Iteration 0F: 2 clusters Score -2238963 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14506 members 
Mstep: Class 2 contains 14557 members 
Entering Unmasked Estep 
Score: -2219066.000000 Penalty: 5097.501465
	Iteration 0F: 3 clusters Score -2219066 nChanged 13100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -2226291.750000 Penalty: 5097.501465
	Iteration 1F: 3 clusters Score -2226292 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -2226803.250000 Penalty: 5097.501465
	Iteration 2F: 3 clusters Score -2226803 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 15521 members 
Entering Unmasked Estep 
Score: -2227220.000000 Penalty: 5097.501465
	Iteration 3Q: 3 clusters Score -2227220 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 15911 members 
Entering Unmasked Estep 
Score: -2227660.000000 Penalty: 5097.501465
	Iteration 4Q: 3 clusters Score -2227660 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -2228138.250000 Penalty: 5097.501465
	Iteration 5Q: 3 clusters Score -2228138 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 17141 members 
Entering Unmasked Estep 
Score: -2228671.000000 Penalty: 5097.501465
	Iteration 6Q: 3 clusters Score -2228671 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 17919 members 
Entering Unmasked Estep 
Score: -2229234.750000 Penalty: 5097.501465
	Iteration 7Q: 3 clusters Score -2229235 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 18866 members 
Entering Unmasked Estep 
Score: -2229877.250000 Penalty: 5097.501465
	Iteration 8Q: 3 clusters Score -2229877 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 19960 members 
Entering Unmasked Estep 
Score: -2230670.000000 Penalty: 5097.501465
	Iteration 9Q: 3 clusters Score -2230670 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 21213 members 
Entering Unmasked Estep 
Score: -2231587.250000 Penalty: 5097.501465
	Iteration 10Q: 3 clusters Score -2231587 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 22497 members 
Entering Unmasked Estep 
Score: -2232552.250000 Penalty: 5097.501465
	Iteration 11Q: 3 clusters Score -2232552 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 23716 members 
Entering Unmasked Estep 
Score: -2233505.000000 Penalty: 5097.501465
	Iteration 12Q: 3 clusters Score -2233505 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 24830 members 
Entering Unmasked Estep 
Score: -2234335.250000 Penalty: 5097.501465
	Iteration 13Q: 3 clusters Score -2234335 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 25751 members 
Entering Unmasked Estep 
Score: -2235014.000000 Penalty: 5097.501465
	Iteration 14Q: 3 clusters Score -2235014 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 26438 members 
Entering Unmasked Estep 
Score: -2235488.500000 Penalty: 5097.501465
	Iteration 15Q: 3 clusters Score -2235488 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 26940 members 
Entering Unmasked Estep 
Score: -2235844.750000 Penalty: 5097.501465
	Iteration 16Q: 3 clusters Score -2235845 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 27307 members 
Entering Unmasked Estep 
Score: -2236106.750000 Penalty: 5097.501465
	Iteration 17Q: 3 clusters Score -2236107 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 27600 members 
Entering Unmasked Estep 
Score: -2236331.250000 Penalty: 5097.501465
	Iteration 18Q: 3 clusters Score -2236331 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 27770 members 
Entering Unmasked Estep 
Score: -2236466.250000 Penalty: 5097.501465
	Iteration 19Q: 3 clusters Score -2236466 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 27892 members 
Entering Unmasked Estep 
Score: -2236567.500000 Penalty: 5097.501465
	Iteration 20F: 3 clusters Score -2236568 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 27982 members 
Entering Unmasked Estep 
Score: -2236637.250000 Penalty: 5097.501465
	Iteration 21Q: 3 clusters Score -2236637 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 28045 members 
Entering Unmasked Estep 
Score: -2236713.000000 Penalty: 5097.501465
	Iteration 22Q: 3 clusters Score -2236713 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 28105 members 
Entering Unmasked Estep 
Score: -2236761.500000 Penalty: 5097.501465
	Iteration 23Q: 3 clusters Score -2236762 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 28144 members 
Entering Unmasked Estep 
Score: -2236783.250000 Penalty: 5097.501465
	Iteration 24Q: 3 clusters Score -2236783 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 28169 members 
Entering Unmasked Estep 
Score: -2236799.750000 Penalty: 5097.501465
	Iteration 25Q: 3 clusters Score -2236800 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 28184 members 
Entering Unmasked Estep 
Score: -2236804.250000 Penalty: 5097.501465
	Iteration 26Q: 3 clusters Score -2236804 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 28196 members 
Entering Unmasked Estep 
Score: -2236812.000000 Penalty: 5097.501465
	Iteration 27Q: 3 clusters Score -2236812 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 28203 members 
Entering Unmasked Estep 
Score: -2236823.250000 Penalty: 5097.501465
	Iteration 28Q: 3 clusters Score -2236823 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 28209 members 
Entering Unmasked Estep 
Score: -2236826.000000 Penalty: 5097.501465
	Iteration 29Q: 3 clusters Score -2236826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 28216 members 
Entering Unmasked Estep 
Score: -2236827.750000 Penalty: 5097.501465
	Iteration 30Q: 3 clusters Score -2236828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 28222 members 
Entering Unmasked Estep 
Score: -2236832.750000 Penalty: 5097.501465
	Iteration 31Q: 3 clusters Score -2236833 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 28226 members 
Entering Unmasked Estep 
Score: -2236834.750000 Penalty: 5097.501465
	Iteration 32Q: 3 clusters Score -2236835 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 28228 members 
Entering Unmasked Estep 
Score: -2236831.250000 Penalty: 5097.501465
	Iteration 33Q: 3 clusters Score -2236831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 28231 members 
Entering Unmasked Estep 
Score: -2236833.250000 Penalty: 5097.501465
	Iteration 34Q: 3 clusters Score -2236833 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 28234 members 
Entering Unmasked Estep 
Score: -2236835.250000 Penalty: 5097.501465
	Iteration 35Q: 3 clusters Score -2236835 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 28234 members 
Entering Unmasked Estep 
Score: -2236835.250000 Penalty: 5097.501465
	Iteration 36F: 3 clusters Score -2236835 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (569579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569579 members 
Entering Unmasked Estep 
Score: -44793508.000000 Penalty: 3286.657959
	Iteration 0F: 2 clusters Score -4.479351e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284712 members 
Mstep: Class 2 contains 284867 members 
Entering Unmasked Estep 
Score: -44407304.000000 Penalty: 6573.315918
	Iteration 0F: 3 clusters Score -4.44073e+07 nChanged 278841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292913 members 
Mstep: Class 2 contains 276666 members 
Entering Unmasked Estep 
Score: -44578536.000000 Penalty: 6573.315918
	Iteration 1F: 3 clusters Score -4.457854e+07 nChanged 16069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295190 members 
Mstep: Class 2 contains 274389 members 
Entering Unmasked Estep 
Score: -44582616.000000 Penalty: 6573.315918
	Iteration 2Q: 3 clusters Score -4.458262e+07 nChanged 18038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298214 members 
Mstep: Class 2 contains 271365 members 
Entering Unmasked Estep 
Score: -44587584.000000 Penalty: 6573.315918
	Iteration 3Q: 3 clusters Score -4.458758e+07 nChanged 20833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302225 members 
Mstep: Class 2 contains 267354 members 
Entering Unmasked Estep 
Score: -44595000.000000 Penalty: 6573.315918
	Iteration 4Q: 3 clusters Score -4.4595e+07 nChanged 24142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307943 members 
Mstep: Class 2 contains 261636 members 
Entering Unmasked Estep 
Score: -44605036.000000 Penalty: 6573.315918
	Iteration 5Q: 3 clusters Score -4.460504e+07 nChanged 27395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315628 members 
Mstep: Class 2 contains 253951 members 
Entering Unmasked Estep 
Score: -44618032.000000 Penalty: 6573.315918
	Iteration 6Q: 3 clusters Score -4.461803e+07 nChanged 30631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325327 members 
Mstep: Class 2 contains 244252 members 
Entering Unmasked Estep 
Score: -44636064.000000 Penalty: 6573.315918
	Iteration 7F: 3 clusters Score -4.463606e+07 nChanged 33320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336713 members 
Mstep: Class 2 contains 232866 members 
Entering Unmasked Estep 
Score: -44659592.000000 Penalty: 6573.315918
	Iteration 8F: 3 clusters Score -4.465959e+07 nChanged 34169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347540 members 
Mstep: Class 2 contains 222039 members 
Entering Unmasked Estep 
Score: -44683684.000000 Penalty: 6573.315918
	Iteration 9F: 3 clusters Score -4.468368e+07 nChanged 29289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356567 members 
Mstep: Class 2 contains 213012 members 
Entering Unmasked Estep 
Score: -44699976.000000 Penalty: 6573.315918
	Iteration 10F: 3 clusters Score -4.469998e+07 nChanged 20803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364378 members 
Mstep: Class 2 contains 205201 members 
Entering Unmasked Estep 
Score: -44707392.000000 Penalty: 6573.315918
	Iteration 11Q: 3 clusters Score -4.470739e+07 nChanged 12999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372113 members 
Mstep: Class 2 contains 197466 members 
Entering Unmasked Estep 
Score: -44710792.000000 Penalty: 6573.315918
	Iteration 12Q: 3 clusters Score -4.471079e+07 nChanged 9460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380169 members 
Mstep: Class 2 contains 189410 members 
Entering Unmasked Estep 
Score: -44713272.000000 Penalty: 6573.315918
	Iteration 13Q: 3 clusters Score -4.471327e+07 nChanged 8916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388761 members 
Mstep: Class 2 contains 180818 members 
Entering Unmasked Estep 
Score: -44716144.000000 Penalty: 6573.315918
	Iteration 14Q: 3 clusters Score -4.471614e+07 nChanged 9301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397918 members 
Mstep: Class 2 contains 171661 members 
Entering Unmasked Estep 
Score: -44718864.000000 Penalty: 6573.315918
	Iteration 15Q: 3 clusters Score -4.471886e+07 nChanged 9892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407668 members 
Mstep: Class 2 contains 161911 members 
Entering Unmasked Estep 
Score: -44721896.000000 Penalty: 6573.315918
	Iteration 16Q: 3 clusters Score -4.47219e+07 nChanged 10507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418039 members 
Mstep: Class 2 contains 151540 members 
Entering Unmasked Estep 
Score: -44725712.000000 Penalty: 6573.315918
	Iteration 17Q: 3 clusters Score -4.472571e+07 nChanged 10989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428882 members 
Mstep: Class 2 contains 140697 members 
Entering Unmasked Estep 
Score: -44730236.000000 Penalty: 6573.315918
	Iteration 18Q: 3 clusters Score -4.473024e+07 nChanged 11279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440011 members 
Mstep: Class 2 contains 129568 members 
Entering Unmasked Estep 
Score: -44735084.000000 Penalty: 6573.315918
	Iteration 19Q: 3 clusters Score -4.473508e+07 nChanged 11338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451209 members 
Mstep: Class 2 contains 118370 members 
Entering Unmasked Estep 
Score: -44740272.000000 Penalty: 6573.315918
	Iteration 20F: 3 clusters Score -4.474027e+07 nChanged 11371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462472 members 
Mstep: Class 2 contains 107107 members 
Entering Unmasked Estep 
Score: -44745960.000000 Penalty: 6573.315918
	Iteration 21Q: 3 clusters Score -4.474596e+07 nChanged 11049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473397 members 
Mstep: Class 2 contains 96182 members 
Entering Unmasked Estep 
Score: -44751700.000000 Penalty: 6573.315918
	Iteration 22Q: 3 clusters Score -4.47517e+07 nChanged 10676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484003 members 
Mstep: Class 2 contains 85576 members 
Entering Unmasked Estep 
Score: -44757112.000000 Penalty: 6573.315918
	Iteration 23Q: 3 clusters Score -4.475711e+07 nChanged 9915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493834 members 
Mstep: Class 2 contains 75745 members 
Entering Unmasked Estep 
Score: -44761992.000000 Penalty: 6573.315918
	Iteration 24Q: 3 clusters Score -4.476199e+07 nChanged 9138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502936 members 
Mstep: Class 2 contains 66643 members 
Entering Unmasked Estep 
Score: -44767052.000000 Penalty: 6573.315918
	Iteration 25Q: 3 clusters Score -4.476705e+07 nChanged 8284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511194 members 
Mstep: Class 2 contains 58385 members 
Entering Unmasked Estep 
Score: -44771168.000000 Penalty: 6573.315918
	Iteration 26Q: 3 clusters Score -4.477117e+07 nChanged 7521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518705 members 
Mstep: Class 2 contains 50874 members 
Entering Unmasked Estep 
Score: -44774544.000000 Penalty: 6573.315918
	Iteration 27Q: 3 clusters Score -4.477454e+07 nChanged 6773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525474 members 
Mstep: Class 2 contains 44105 members 
Entering Unmasked Estep 
Score: -44777656.000000 Penalty: 6573.315918
	Iteration 28Q: 3 clusters Score -4.477766e+07 nChanged 5995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531469 members 
Mstep: Class 2 contains 38110 members 
Entering Unmasked Estep 
Score: -44780348.000000 Penalty: 6573.315918
	Iteration 29Q: 3 clusters Score -4.478035e+07 nChanged 5337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536804 members 
Mstep: Class 2 contains 32775 members 
Entering Unmasked Estep 
Score: -44782776.000000 Penalty: 6573.315918
	Iteration 30Q: 3 clusters Score -4.478278e+07 nChanged 4609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541413 members 
Mstep: Class 2 contains 28166 members 
Entering Unmasked Estep 
Score: -44784780.000000 Penalty: 6573.315918
	Iteration 31Q: 3 clusters Score -4.478478e+07 nChanged 3856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545267 members 
Mstep: Class 2 contains 24312 members 
Entering Unmasked Estep 
Score: -44786468.000000 Penalty: 6573.315918
	Iteration 32Q: 3 clusters Score -4.478647e+07 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548503 members 
Mstep: Class 2 contains 21076 members 
Entering Unmasked Estep 
Score: -44788340.000000 Penalty: 6573.315918
	Iteration 33Q: 3 clusters Score -4.478834e+07 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551019 members 
Mstep: Class 2 contains 18560 members 
Entering Unmasked Estep 
Score: -44790036.000000 Penalty: 6573.315918
	Iteration 34Q: 3 clusters Score -4.479004e+07 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553037 members 
Mstep: Class 2 contains 16542 members 
Entering Unmasked Estep 
Score: -44791952.000000 Penalty: 6573.315918
	Iteration 35Q: 3 clusters Score -4.479195e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554374 members 
Mstep: Class 2 contains 15205 members 
Entering Unmasked Estep 
Score: -44793392.000000 Penalty: 6573.315918
	Iteration 36Q: 3 clusters Score -4.479339e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555178 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -44794088.000000 Penalty: 6573.315918
	Iteration 37Q: 3 clusters Score -4.479409e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555713 members 
Mstep: Class 2 contains 13866 members 
Entering Unmasked Estep 
Score: -44794504.000000 Penalty: 6573.315918
	Iteration 38Q: 3 clusters Score -4.47945e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556112 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -44794628.000000 Penalty: 6573.315918
	Iteration 39Q: 3 clusters Score -4.479463e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556417 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -44794772.000000 Penalty: 6573.315918
	Iteration 40F: 3 clusters Score -4.479477e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556639 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -44794860.000000 Penalty: 6573.315918
	Iteration 41Q: 3 clusters Score -4.479486e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556821 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -44794912.000000 Penalty: 6573.315918
	Iteration 42Q: 3 clusters Score -4.479491e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556978 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -44794956.000000 Penalty: 6573.315918
	Iteration 43Q: 3 clusters Score -4.479496e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557104 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -44794992.000000 Penalty: 6573.315918
	Iteration 44Q: 3 clusters Score -4.479499e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557203 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -44794968.000000 Penalty: 6573.315918
	Iteration 45Q: 3 clusters Score -4.479497e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557296 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -44794940.000000 Penalty: 6573.315918
	Iteration 46Q: 3 clusters Score -4.479494e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557388 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -44794936.000000 Penalty: 6573.315918
	Iteration 47Q: 3 clusters Score -4.479494e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557471 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -44794928.000000 Penalty: 6573.315918
	Iteration 48Q: 3 clusters Score -4.479493e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557517 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -44794944.000000 Penalty: 6573.315918
	Iteration 49Q: 3 clusters Score -4.479494e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557557 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -44794916.000000 Penalty: 6573.315918
	Iteration 50Q: 3 clusters Score -4.479492e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557594 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -44794924.000000 Penalty: 6573.315918
	Iteration 51Q: 3 clusters Score -4.479492e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557625 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -44794956.000000 Penalty: 6573.315918
	Iteration 52Q: 3 clusters Score -4.479496e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557642 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -44794968.000000 Penalty: 6573.315918
	Iteration 53Q: 3 clusters Score -4.479497e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557672 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -44794980.000000 Penalty: 6573.315918
	Iteration 54Q: 3 clusters Score -4.479498e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557699 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -44794992.000000 Penalty: 6573.315918
	Iteration 55Q: 3 clusters Score -4.479499e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557723 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -44795024.000000 Penalty: 6573.315918
	Iteration 56Q: 3 clusters Score -4.479502e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557739 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -44795012.000000 Penalty: 6573.315918
	Iteration 57Q: 3 clusters Score -4.479501e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557754 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -44795024.000000 Penalty: 6573.315918
	Iteration 58Q: 3 clusters Score -4.479502e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557769 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -44794984.000000 Penalty: 6573.315918
	Iteration 59Q: 3 clusters Score -4.479498e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557787 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -44794976.000000 Penalty: 6573.315918
	Iteration 60F: 3 clusters Score -4.479498e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557804 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -44794964.000000 Penalty: 6573.315918
	Iteration 61Q: 3 clusters Score -4.479496e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557822 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -44794964.000000 Penalty: 6573.315918
	Iteration 62Q: 3 clusters Score -4.479496e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557834 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -44794900.000000 Penalty: 6573.315918
	Iteration 63Q: 3 clusters Score -4.47949e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557841 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -44794948.000000 Penalty: 6573.315918
	Iteration 64Q: 3 clusters Score -4.479495e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557851 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -44794924.000000 Penalty: 6573.315918
	Iteration 65Q: 3 clusters Score -4.479492e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557858 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -44794896.000000 Penalty: 6573.315918
	Iteration 66Q: 3 clusters Score -4.47949e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557863 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -44794900.000000 Penalty: 6573.315918
	Iteration 67Q: 3 clusters Score -4.47949e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557864 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -44794888.000000 Penalty: 6573.315918
	Iteration 68Q: 3 clusters Score -4.479489e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557864 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -44794884.000000 Penalty: 6573.315918
	Iteration 69Q: 3 clusters Score -4.479488e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557866 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -44794868.000000 Penalty: 6573.315918
	Iteration 70Q: 3 clusters Score -4.479487e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557869 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -44794876.000000 Penalty: 6573.315918
	Iteration 71Q: 3 clusters Score -4.479488e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557870 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -44794900.000000 Penalty: 6573.315918
	Iteration 72Q: 3 clusters Score -4.47949e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557869 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -44794904.000000 Penalty: 6573.315918
	Iteration 73Q: 3 clusters Score -4.47949e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557869 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -44794904.000000 Penalty: 6573.315918
	Iteration 74F: 3 clusters Score -4.47949e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75656 members 
Mstep: Class 2 contains 24462 members 
Mstep: Class 3 contains 3398 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 68106 members 
Mstep: Class 6 contains 154225 members 
Mstep: Class 7 contains 8613 members 
Mstep: Class 8 contains 8410 members 
Mstep: Class 9 contains 75643 members 
Mstep: Class 10 contains 63463 members 
Mstep: Class 11 contains 6623 members 
Mstep: Class 12 contains 60983 members 
Mstep: Class 13 contains 5882 members 
Mstep: Class 14 contains 19623 members 
Mstep: Class 15 contains 17520 members 
Mstep: Class 16 contains 14656 members 
Mstep: Class 17 contains 37780 members 
Mstep: Class 18 contains 4541 members 
Mstep: Class 19 contains 5660 members 
Mstep: Class 20 contains 11489 members 
Mstep: Class 21 contains 10700 members 
Mstep: Class 22 contains 9931 members 
Mstep: Class 23 contains 29063 members 
Mstep: Class 24 contains 557869 members 
Mstep: Class 25 contains 65603 members 
Mstep: Class 26 contains 7022 members 
Mstep: Class 27 contains 3325 members 
Mstep: Class 28 contains 70331 members 
Mstep: Class 29 contains 8982 members 
Mstep: Class 30 contains 15296 members 
Mstep: Class 31 contains 2954 members 
Mstep: Class 32 contains 11710 members 
Entering Unmasked Estep 
Score: -111979064.000000 Penalty: 112659.960938
Splitting cluster 24 changes total score from -111977744.000000 to -111979064.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 25 (65603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65603 members 
Entering Unmasked Estep 
Score: -5138443.000000 Penalty: 2750.661377
	Iteration 0F: 2 clusters Score -5138443 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33021 members 
Mstep: Class 2 contains 32582 members 
Entering Unmasked Estep 
Score: -5094525.000000 Penalty: 5501.322754
	Iteration 0F: 3 clusters Score -5094525 nChanged 30674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35627 members 
Mstep: Class 2 contains 29976 members 
Entering Unmasked Estep 
Score: -5111728.000000 Penalty: 5501.322754
	Iteration 1F: 3 clusters Score -5111728 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37445 members 
Mstep: Class 2 contains 28158 members 
Entering Unmasked Estep 
Score: -5112787.000000 Penalty: 5501.322754
	Iteration 2Q: 3 clusters Score -5112787 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40041 members 
Mstep: Class 2 contains 25562 members 
Entering Unmasked Estep 
Score: -5114283.500000 Penalty: 5501.322754
	Iteration 3F: 3 clusters Score -5114284 nChanged 4095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43694 members 
Mstep: Class 2 contains 21909 members 
Entering Unmasked Estep 
Score: -5116713.500000 Penalty: 5501.322754
	Iteration 4F: 3 clusters Score -5116714 nChanged 5037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48487 members 
Mstep: Class 2 contains 17116 members 
Entering Unmasked Estep 
Score: -5120509.000000 Penalty: 5501.322754
	Iteration 5F: 3 clusters Score -5120509 nChanged 5566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53933 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -5125563.500000 Penalty: 5501.322754
	Iteration 6F: 3 clusters Score -5125564 nChanged 4980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58841 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -5130355.500000 Penalty: 5501.322754
	Iteration 7F: 3 clusters Score -5130356 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62199 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -5133624.500000 Penalty: 5501.322754
	Iteration 8F: 3 clusters Score -5133624 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63887 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -5135148.500000 Penalty: 5501.322754
	Iteration 9Q: 3 clusters Score -5135148 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64589 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -5135750.500000 Penalty: 5501.322754
	Iteration 10Q: 3 clusters Score -5135750 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64862 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -5135965.500000 Penalty: 5501.322754
	Iteration 11Q: 3 clusters Score -5135966 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64970 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -5136057.500000 Penalty: 5501.322754
	Iteration 12Q: 3 clusters Score -5136058 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65020 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -5136104.500000 Penalty: 5501.322754
	Iteration 13Q: 3 clusters Score -5136104 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65046 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -5136127.000000 Penalty: 5501.322754
	Iteration 14Q: 3 clusters Score -5136127 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65073 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -5136162.500000 Penalty: 5501.322754
	Iteration 15Q: 3 clusters Score -5136162 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65091 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -5136171.500000 Penalty: 5501.322754
	Iteration 16Q: 3 clusters Score -5136172 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65102 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -5136169.500000 Penalty: 5501.322754
	Iteration 17Q: 3 clusters Score -5136170 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65108 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -5136167.000000 Penalty: 5501.322754
	Iteration 18Q: 3 clusters Score -5136167 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65110 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -5136170.000000 Penalty: 5501.322754
	Iteration 19Q: 3 clusters Score -5136170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65113 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -5136177.000000 Penalty: 5501.322754
	Iteration 20F: 3 clusters Score -5136177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65114 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -5136177.500000 Penalty: 5501.322754
	Iteration 21Q: 3 clusters Score -5136178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65113 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -5136178.000000 Penalty: 5501.322754
	Iteration 22Q: 3 clusters Score -5136178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65113 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -5136178.000000 Penalty: 5501.322754
	Iteration 23F: 3 clusters Score -5136178 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (7022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Entering Unmasked Estep 
Score: -532393.062500 Penalty: 2196.487061
	Iteration 0F: 2 clusters Score -532393.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -526627.437500 Penalty: 4392.974121
	Iteration 0F: 3 clusters Score -526627.4 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -528128.375000 Penalty: 4392.974121
	Iteration 1F: 3 clusters Score -528128.4 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -528395.625000 Penalty: 4392.974121
	Iteration 2F: 3 clusters Score -528395.6 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -528577.937500 Penalty: 4392.974121
	Iteration 3F: 3 clusters Score -528577.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -528734.812500 Penalty: 4392.974121
	Iteration 4Q: 3 clusters Score -528734.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -528915.562500 Penalty: 4392.974121
	Iteration 5Q: 3 clusters Score -528915.6 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -529093.187500 Penalty: 4392.974121
	Iteration 6Q: 3 clusters Score -529093.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -529264.750000 Penalty: 4392.974121
	Iteration 7Q: 3 clusters Score -529264.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -529439.062500 Penalty: 4392.974121
	Iteration 8Q: 3 clusters Score -529439.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -529612.500000 Penalty: 4392.974121
	Iteration 9Q: 3 clusters Score -529612.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -529777.875000 Penalty: 4392.974121
	Iteration 10Q: 3 clusters Score -529777.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -529928.187500 Penalty: 4392.974121
	Iteration 11Q: 3 clusters Score -529928.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -530051.312500 Penalty: 4392.974121
	Iteration 12Q: 3 clusters Score -530051.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -530133.812500 Penalty: 4392.974121
	Iteration 13Q: 3 clusters Score -530133.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -530204.437500 Penalty: 4392.974121
	Iteration 14Q: 3 clusters Score -530204.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -530274.500000 Penalty: 4392.974121
	Iteration 15Q: 3 clusters Score -530274.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -530329.000000 Penalty: 4392.974121
	Iteration 16Q: 3 clusters Score -530329 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -530380.437500 Penalty: 4392.974121
	Iteration 17Q: 3 clusters Score -530380.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -530433.062500 Penalty: 4392.974121
	Iteration 18Q: 3 clusters Score -530433.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -530489.750000 Penalty: 4392.974121
	Iteration 19Q: 3 clusters Score -530489.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -530535.562500 Penalty: 4392.974121
	Iteration 20F: 3 clusters Score -530535.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -530593.937500 Penalty: 4392.974121
	Iteration 21Q: 3 clusters Score -530593.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -530640.562500 Penalty: 4392.974121
	Iteration 22Q: 3 clusters Score -530640.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -530687.750000 Penalty: 4392.974121
	Iteration 23Q: 3 clusters Score -530687.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -530725.375000 Penalty: 4392.974121
	Iteration 24Q: 3 clusters Score -530725.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -530755.312500 Penalty: 4392.974121
	Iteration 25Q: 3 clusters Score -530755.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -530773.375000 Penalty: 4392.974121
	Iteration 26Q: 3 clusters Score -530773.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -530783.937500 Penalty: 4392.974121
	Iteration 27Q: 3 clusters Score -530783.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -530789.750000 Penalty: 4392.974121
	Iteration 28Q: 3 clusters Score -530789.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -530795.312500 Penalty: 4392.974121
	Iteration 29Q: 3 clusters Score -530795.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -530798.687500 Penalty: 4392.974121
	Iteration 30Q: 3 clusters Score -530798.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -530803.875000 Penalty: 4392.974121
	Iteration 31Q: 3 clusters Score -530803.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -530809.187500 Penalty: 4392.974121
	Iteration 32Q: 3 clusters Score -530809.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -530811.562500 Penalty: 4392.974121
	Iteration 33Q: 3 clusters Score -530811.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -530811.937500 Penalty: 4392.974121
	Iteration 34Q: 3 clusters Score -530811.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -530811.937500 Penalty: 4392.974121
	Iteration 35F: 3 clusters Score -530811.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Entering Unmasked Estep 
Score: -249001.640625 Penalty: 2011.087891
	Iteration 0F: 2 clusters Score -249001.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -245513.859375 Penalty: 4022.175781
	Iteration 0F: 3 clusters Score -245513.9 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -246242.312500 Penalty: 4022.175781
	Iteration 1F: 3 clusters Score -246242.3 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -246416.359375 Penalty: 4022.175781
	Iteration 2F: 3 clusters Score -246416.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -246520.906250 Penalty: 4022.175781
	Iteration 3Q: 3 clusters Score -246520.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -246601.062500 Penalty: 4022.175781
	Iteration 4Q: 3 clusters Score -246601.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -246664.953125 Penalty: 4022.175781
	Iteration 5Q: 3 clusters Score -246665 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -246709.953125 Penalty: 4022.175781
	Iteration 6Q: 3 clusters Score -246710 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -246748.359375 Penalty: 4022.175781
	Iteration 7Q: 3 clusters Score -246748.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -246778.140625 Penalty: 4022.175781
	Iteration 8Q: 3 clusters Score -246778.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -246805.718750 Penalty: 4022.175781
	Iteration 9Q: 3 clusters Score -246805.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -246828.828125 Penalty: 4022.175781
	Iteration 10Q: 3 clusters Score -246828.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -246847.515625 Penalty: 4022.175781
	Iteration 11Q: 3 clusters Score -246847.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -246863.390625 Penalty: 4022.175781
	Iteration 12Q: 3 clusters Score -246863.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -246882.109375 Penalty: 4022.175781
	Iteration 13Q: 3 clusters Score -246882.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -246892.937500 Penalty: 4022.175781
	Iteration 14Q: 3 clusters Score -246892.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -246903.953125 Penalty: 4022.175781
	Iteration 15Q: 3 clusters Score -246904 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -246915.875000 Penalty: 4022.175781
	Iteration 16Q: 3 clusters Score -246915.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -246923.796875 Penalty: 4022.175781
	Iteration 17Q: 3 clusters Score -246923.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -246930.921875 Penalty: 4022.175781
	Iteration 18Q: 3 clusters Score -246930.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -246937.250000 Penalty: 4022.175781
	Iteration 19Q: 3 clusters Score -246937.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -246943.421875 Penalty: 4022.175781
	Iteration 20F: 3 clusters Score -246943.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -246945.750000 Penalty: 4022.175781
	Iteration 21Q: 3 clusters Score -246945.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -246949.218750 Penalty: 4022.175781
	Iteration 22Q: 3 clusters Score -246949.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -246951.390625 Penalty: 4022.175781
	Iteration 23Q: 3 clusters Score -246951.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -246953.171875 Penalty: 4022.175781
	Iteration 24Q: 3 clusters Score -246953.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -246955.421875 Penalty: 4022.175781
	Iteration 25Q: 3 clusters Score -246955.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -246957.906250 Penalty: 4022.175781
	Iteration 26Q: 3 clusters Score -246957.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -246961.140625 Penalty: 4022.175781
	Iteration 27Q: 3 clusters Score -246961.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -246964.906250 Penalty: 4022.175781
	Iteration 28Q: 3 clusters Score -246964.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -246967.968750 Penalty: 4022.175781
	Iteration 29Q: 3 clusters Score -246968 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -246972.296875 Penalty: 4022.175781
	Iteration 30Q: 3 clusters Score -246972.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -246974.140625 Penalty: 4022.175781
	Iteration 31Q: 3 clusters Score -246974.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -246975.984375 Penalty: 4022.175781
	Iteration 32Q: 3 clusters Score -246976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -246976.234375 Penalty: 4022.175781
	Iteration 33Q: 3 clusters Score -246976.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -246976.234375 Penalty: 4022.175781
	Iteration 34F: 3 clusters Score -246976.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (70331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70331 members 
Entering Unmasked Estep 
Score: -5706869.500000 Penalty: 2767.919922
	Iteration 0F: 2 clusters Score -5706870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35308 members 
Mstep: Class 2 contains 35023 members 
Entering Unmasked Estep 
Score: -5659854.500000 Penalty: 5535.839844
	Iteration 0F: 3 clusters Score -5659854 nChanged 32888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36060 members 
Mstep: Class 2 contains 34271 members 
Entering Unmasked Estep 
Score: -5678439.000000 Penalty: 5535.839844
	Iteration 1F: 3 clusters Score -5678439 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36572 members 
Mstep: Class 2 contains 33759 members 
Entering Unmasked Estep 
Score: -5679404.500000 Penalty: 5535.839844
	Iteration 2Q: 3 clusters Score -5679404 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37417 members 
Mstep: Class 2 contains 32914 members 
Entering Unmasked Estep 
Score: -5680672.500000 Penalty: 5535.839844
	Iteration 3Q: 3 clusters Score -5680672 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38612 members 
Mstep: Class 2 contains 31719 members 
Entering Unmasked Estep 
Score: -5682457.500000 Penalty: 5535.839844
	Iteration 4Q: 3 clusters Score -5682458 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40315 members 
Mstep: Class 2 contains 30016 members 
Entering Unmasked Estep 
Score: -5684948.000000 Penalty: 5535.839844
	Iteration 5F: 3 clusters Score -5684948 nChanged 4508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42383 members 
Mstep: Class 2 contains 27948 members 
Entering Unmasked Estep 
Score: -5688119.500000 Penalty: 5535.839844
	Iteration 6F: 3 clusters Score -5688120 nChanged 4756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44573 members 
Mstep: Class 2 contains 25758 members 
Entering Unmasked Estep 
Score: -5691787.500000 Penalty: 5535.839844
	Iteration 7F: 3 clusters Score -5691788 nChanged 4570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46563 members 
Mstep: Class 2 contains 23768 members 
Entering Unmasked Estep 
Score: -5695203.500000 Penalty: 5535.839844
	Iteration 8F: 3 clusters Score -5695204 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48029 members 
Mstep: Class 2 contains 22302 members 
Entering Unmasked Estep 
Score: -5697459.000000 Penalty: 5535.839844
	Iteration 9F: 3 clusters Score -5697459 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49158 members 
Mstep: Class 2 contains 21173 members 
Entering Unmasked Estep 
Score: -5698615.500000 Penalty: 5535.839844
	Iteration 10Q: 3 clusters Score -5698616 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50228 members 
Mstep: Class 2 contains 20103 members 
Entering Unmasked Estep 
Score: -5699367.500000 Penalty: 5535.839844
	Iteration 11Q: 3 clusters Score -5699368 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51239 members 
Mstep: Class 2 contains 19092 members 
Entering Unmasked Estep 
Score: -5699989.000000 Penalty: 5535.839844
	Iteration 12Q: 3 clusters Score -5699989 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52154 members 
Mstep: Class 2 contains 18177 members 
Entering Unmasked Estep 
Score: -5700511.500000 Penalty: 5535.839844
	Iteration 13Q: 3 clusters Score -5700512 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53010 members 
Mstep: Class 2 contains 17321 members 
Entering Unmasked Estep 
Score: -5701026.500000 Penalty: 5535.839844
	Iteration 14Q: 3 clusters Score -5701026 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53825 members 
Mstep: Class 2 contains 16506 members 
Entering Unmasked Estep 
Score: -5701459.500000 Penalty: 5535.839844
	Iteration 15Q: 3 clusters Score -5701460 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54555 members 
Mstep: Class 2 contains 15776 members 
Entering Unmasked Estep 
Score: -5701817.500000 Penalty: 5535.839844
	Iteration 16Q: 3 clusters Score -5701818 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55199 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -5702045.500000 Penalty: 5535.839844
	Iteration 17Q: 3 clusters Score -5702046 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55768 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -5702218.500000 Penalty: 5535.839844
	Iteration 18Q: 3 clusters Score -5702218 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56297 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -5702398.000000 Penalty: 5535.839844
	Iteration 19Q: 3 clusters Score -5702398 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56747 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -5702511.000000 Penalty: 5535.839844
	Iteration 20F: 3 clusters Score -5702511 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57153 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -5702600.000000 Penalty: 5535.839844
	Iteration 21Q: 3 clusters Score -5702600 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57554 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -5702652.000000 Penalty: 5535.839844
	Iteration 22Q: 3 clusters Score -5702652 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57926 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -5702742.000000 Penalty: 5535.839844
	Iteration 23Q: 3 clusters Score -5702742 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58334 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -5702830.500000 Penalty: 5535.839844
	Iteration 24Q: 3 clusters Score -5702830 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58775 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -5702933.000000 Penalty: 5535.839844
	Iteration 25Q: 3 clusters Score -5702933 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59170 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -5703019.500000 Penalty: 5535.839844
	Iteration 26Q: 3 clusters Score -5703020 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59552 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -5703096.000000 Penalty: 5535.839844
	Iteration 27Q: 3 clusters Score -5703096 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59922 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -5703128.000000 Penalty: 5535.839844
	Iteration 28Q: 3 clusters Score -5703128 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60289 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -5703200.500000 Penalty: 5535.839844
	Iteration 29Q: 3 clusters Score -5703200 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60657 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -5703278.500000 Penalty: 5535.839844
	Iteration 30Q: 3 clusters Score -5703278 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60998 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -5703331.500000 Penalty: 5535.839844
	Iteration 31Q: 3 clusters Score -5703332 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61375 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -5703411.500000 Penalty: 5535.839844
	Iteration 32Q: 3 clusters Score -5703412 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61766 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -5703514.500000 Penalty: 5535.839844
	Iteration 33Q: 3 clusters Score -5703514 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62140 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -5703594.500000 Penalty: 5535.839844
	Iteration 34Q: 3 clusters Score -5703594 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62524 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -5703671.500000 Penalty: 5535.839844
	Iteration 35Q: 3 clusters Score -5703672 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62887 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -5703790.000000 Penalty: 5535.839844
	Iteration 36Q: 3 clusters Score -5703790 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63248 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -5703864.000000 Penalty: 5535.839844
	Iteration 37Q: 3 clusters Score -5703864 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63565 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -5703923.500000 Penalty: 5535.839844
	Iteration 38Q: 3 clusters Score -5703924 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63857 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -5703976.500000 Penalty: 5535.839844
	Iteration 39Q: 3 clusters Score -5703976 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64144 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -5704034.000000 Penalty: 5535.839844
	Iteration 40F: 3 clusters Score -5704034 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64418 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -5704109.500000 Penalty: 5535.839844
	Iteration 41Q: 3 clusters Score -5704110 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64676 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -5704142.500000 Penalty: 5535.839844
	Iteration 42Q: 3 clusters Score -5704142 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64908 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -5704157.000000 Penalty: 5535.839844
	Iteration 43Q: 3 clusters Score -5704157 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65112 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -5704196.000000 Penalty: 5535.839844
	Iteration 44Q: 3 clusters Score -5704196 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65294 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -5704230.000000 Penalty: 5535.839844
	Iteration 45Q: 3 clusters Score -5704230 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65482 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -5704254.000000 Penalty: 5535.839844
	Iteration 46Q: 3 clusters Score -5704254 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65644 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -5704281.500000 Penalty: 5535.839844
	Iteration 47Q: 3 clusters Score -5704282 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65800 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -5704321.000000 Penalty: 5535.839844
	Iteration 48Q: 3 clusters Score -5704321 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65940 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -5704350.500000 Penalty: 5535.839844
	Iteration 49Q: 3 clusters Score -5704350 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66085 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -5704369.000000 Penalty: 5535.839844
	Iteration 50Q: 3 clusters Score -5704369 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66213 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -5704413.000000 Penalty: 5535.839844
	Iteration 51Q: 3 clusters Score -5704413 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66323 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -5704452.000000 Penalty: 5535.839844
	Iteration 52Q: 3 clusters Score -5704452 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66420 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -5704462.500000 Penalty: 5535.839844
	Iteration 53Q: 3 clusters Score -5704462 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66503 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -5704491.500000 Penalty: 5535.839844
	Iteration 54Q: 3 clusters Score -5704492 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66582 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -5704516.500000 Penalty: 5535.839844
	Iteration 55Q: 3 clusters Score -5704516 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66657 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -5704516.000000 Penalty: 5535.839844
	Iteration 56Q: 3 clusters Score -5704516 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66727 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -5704533.000000 Penalty: 5535.839844
	Iteration 57Q: 3 clusters Score -5704533 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66791 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -5704538.000000 Penalty: 5535.839844
	Iteration 58Q: 3 clusters Score -5704538 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66850 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -5704545.000000 Penalty: 5535.839844
	Iteration 59Q: 3 clusters Score -5704545 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66908 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -5704565.000000 Penalty: 5535.839844
	Iteration 60F: 3 clusters Score -5704565 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66968 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -5704573.000000 Penalty: 5535.839844
	Iteration 61Q: 3 clusters Score -5704573 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67045 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -5704573.500000 Penalty: 5535.839844
	Iteration 62Q: 3 clusters Score -5704574 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67117 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -5704589.500000 Penalty: 5535.839844
	Iteration 63Q: 3 clusters Score -5704590 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67179 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -5704597.000000 Penalty: 5535.839844
	Iteration 64Q: 3 clusters Score -5704597 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67230 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -5704614.000000 Penalty: 5535.839844
	Iteration 65Q: 3 clusters Score -5704614 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67265 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -5704610.500000 Penalty: 5535.839844
	Iteration 66Q: 3 clusters Score -5704610 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67305 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -5704627.500000 Penalty: 5535.839844
	Iteration 67Q: 3 clusters Score -5704628 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67348 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -5704610.500000 Penalty: 5535.839844
	Iteration 68Q: 3 clusters Score -5704610 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67388 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -5704623.500000 Penalty: 5535.839844
	Iteration 69Q: 3 clusters Score -5704624 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67424 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -5704624.500000 Penalty: 5535.839844
	Iteration 70Q: 3 clusters Score -5704624 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67448 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -5704622.000000 Penalty: 5535.839844
	Iteration 71Q: 3 clusters Score -5704622 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67473 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -5704617.500000 Penalty: 5535.839844
	Iteration 72Q: 3 clusters Score -5704618 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67500 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -5704643.000000 Penalty: 5535.839844
	Iteration 73Q: 3 clusters Score -5704643 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67527 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -5704650.000000 Penalty: 5535.839844
	Iteration 74Q: 3 clusters Score -5704650 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67551 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -5704657.000000 Penalty: 5535.839844
	Iteration 75Q: 3 clusters Score -5704657 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67575 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -5704659.000000 Penalty: 5535.839844
	Iteration 76Q: 3 clusters Score -5704659 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67609 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -5704667.000000 Penalty: 5535.839844
	Iteration 77Q: 3 clusters Score -5704667 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67636 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -5704679.500000 Penalty: 5535.839844
	Iteration 78Q: 3 clusters Score -5704680 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67668 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -5704686.000000 Penalty: 5535.839844
	Iteration 79Q: 3 clusters Score -5704686 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67693 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -5704692.000000 Penalty: 5535.839844
	Iteration 80F: 3 clusters Score -5704692 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67721 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -5704695.500000 Penalty: 5535.839844
	Iteration 81Q: 3 clusters Score -5704696 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67746 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -5704705.500000 Penalty: 5535.839844
	Iteration 82Q: 3 clusters Score -5704706 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67769 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -5704707.000000 Penalty: 5535.839844
	Iteration 83Q: 3 clusters Score -5704707 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67787 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -5704713.000000 Penalty: 5535.839844
	Iteration 84Q: 3 clusters Score -5704713 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67804 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -5704718.000000 Penalty: 5535.839844
	Iteration 85Q: 3 clusters Score -5704718 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67818 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -5704726.000000 Penalty: 5535.839844
	Iteration 86Q: 3 clusters Score -5704726 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67835 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -5704728.500000 Penalty: 5535.839844
	Iteration 87Q: 3 clusters Score -5704728 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67856 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -5704735.000000 Penalty: 5535.839844
	Iteration 88Q: 3 clusters Score -5704735 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67877 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -5704735.000000 Penalty: 5535.839844
	Iteration 89Q: 3 clusters Score -5704735 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67902 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -5704730.500000 Penalty: 5535.839844
	Iteration 90Q: 3 clusters Score -5704730 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67921 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -5704739.000000 Penalty: 5535.839844
	Iteration 91Q: 3 clusters Score -5704739 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67933 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -5704745.000000 Penalty: 5535.839844
	Iteration 92Q: 3 clusters Score -5704745 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67946 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -5704735.000000 Penalty: 5535.839844
	Iteration 93Q: 3 clusters Score -5704735 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67957 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -5704740.500000 Penalty: 5535.839844
	Iteration 94Q: 3 clusters Score -5704740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67966 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -5704734.000000 Penalty: 5535.839844
	Iteration 95Q: 3 clusters Score -5704734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67971 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -5704736.500000 Penalty: 5535.839844
	Iteration 96Q: 3 clusters Score -5704736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67973 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -5704735.000000 Penalty: 5535.839844
	Iteration 97Q: 3 clusters Score -5704735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67976 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -5704733.500000 Penalty: 5535.839844
	Iteration 98Q: 3 clusters Score -5704734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67980 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -5704735.500000 Penalty: 5535.839844
	Iteration 99Q: 3 clusters Score -5704736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67982 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -5704740.500000 Penalty: 5535.839844
	Iteration 100F: 3 clusters Score -5704740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67985 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -5704751.000000 Penalty: 5535.839844
	Iteration 101Q: 3 clusters Score -5704751 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67989 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -5704751.000000 Penalty: 5535.839844
	Iteration 102Q: 3 clusters Score -5704751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67990 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -5704756.000000 Penalty: 5535.839844
	Iteration 103Q: 3 clusters Score -5704756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67991 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -5704754.000000 Penalty: 5535.839844
	Iteration 104Q: 3 clusters Score -5704754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67993 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -5704754.500000 Penalty: 5535.839844
	Iteration 105Q: 3 clusters Score -5704754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67996 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -5704744.500000 Penalty: 5535.839844
	Iteration 106Q: 3 clusters Score -5704744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67997 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -5704741.500000 Penalty: 5535.839844
	Iteration 107Q: 3 clusters Score -5704742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67997 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -5704741.500000 Penalty: 5535.839844
	Iteration 108F: 3 clusters Score -5704742 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (8982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Entering Unmasked Estep 
Score: -661618.562500 Penalty: 2257.538574
	Iteration 0F: 2 clusters Score -661618.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -654649.750000 Penalty: 4515.077148
	Iteration 0F: 3 clusters Score -654649.8 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -656730.062500 Penalty: 4515.077148
	Iteration 1F: 3 clusters Score -656730.1 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -657291.000000 Penalty: 4515.077148
	Iteration 2F: 3 clusters Score -657291 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -657824.812500 Penalty: 4515.077148
	Iteration 3F: 3 clusters Score -657824.8 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -658305.750000 Penalty: 4515.077148
	Iteration 4F: 3 clusters Score -658305.8 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -658768.500000 Penalty: 4515.077148
	Iteration 5F: 3 clusters Score -658768.5 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -659338.375000 Penalty: 4515.077148
	Iteration 6F: 3 clusters Score -659338.4 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -659974.125000 Penalty: 4515.077148
	Iteration 7F: 3 clusters Score -659974.1 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -660558.375000 Penalty: 4515.077148
	Iteration 8F: 3 clusters Score -660558.4 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -661025.812500 Penalty: 4515.077148
	Iteration 9F: 3 clusters Score -661025.8 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -661375.000000 Penalty: 4515.077148
	Iteration 10Q: 3 clusters Score -661375 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -661647.437500 Penalty: 4515.077148
	Iteration 11Q: 3 clusters Score -661647.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -661855.687500 Penalty: 4515.077148
	Iteration 12Q: 3 clusters Score -661855.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -661984.687500 Penalty: 4515.077148
	Iteration 13Q: 3 clusters Score -661984.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -662048.812500 Penalty: 4515.077148
	Iteration 14Q: 3 clusters Score -662048.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -662085.375000 Penalty: 4515.077148
	Iteration 15Q: 3 clusters Score -662085.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -662106.312500 Penalty: 4515.077148
	Iteration 16Q: 3 clusters Score -662106.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -662124.000000 Penalty: 4515.077148
	Iteration 17Q: 3 clusters Score -662124 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -662141.500000 Penalty: 4515.077148
	Iteration 18Q: 3 clusters Score -662141.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -662158.312500 Penalty: 4515.077148
	Iteration 19Q: 3 clusters Score -662158.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -662172.937500 Penalty: 4515.077148
	Iteration 20F: 3 clusters Score -662172.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -662186.187500 Penalty: 4515.077148
	Iteration 21Q: 3 clusters Score -662186.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -662207.375000 Penalty: 4515.077148
	Iteration 22Q: 3 clusters Score -662207.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -662238.062500 Penalty: 4515.077148
	Iteration 23Q: 3 clusters Score -662238.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -662260.500000 Penalty: 4515.077148
	Iteration 24Q: 3 clusters Score -662260.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -662273.625000 Penalty: 4515.077148
	Iteration 25Q: 3 clusters Score -662273.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -662283.500000 Penalty: 4515.077148
	Iteration 26Q: 3 clusters Score -662283.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -662293.937500 Penalty: 4515.077148
	Iteration 27Q: 3 clusters Score -662293.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -662303.125000 Penalty: 4515.077148
	Iteration 28Q: 3 clusters Score -662303.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -662308.250000 Penalty: 4515.077148
	Iteration 29Q: 3 clusters Score -662308.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -662315.250000 Penalty: 4515.077148
	Iteration 30Q: 3 clusters Score -662315.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -662318.500000 Penalty: 4515.077148
	Iteration 31Q: 3 clusters Score -662318.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -662324.250000 Penalty: 4515.077148
	Iteration 32Q: 3 clusters Score -662324.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -662327.062500 Penalty: 4515.077148
	Iteration 33Q: 3 clusters Score -662327.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -662328.437500 Penalty: 4515.077148
	Iteration 34Q: 3 clusters Score -662328.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -662331.312500 Penalty: 4515.077148
	Iteration 35Q: 3 clusters Score -662331.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -662332.687500 Penalty: 4515.077148
	Iteration 36Q: 3 clusters Score -662332.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -662333.812500 Penalty: 4515.077148
	Iteration 37Q: 3 clusters Score -662333.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -662335.062500 Penalty: 4515.077148
	Iteration 38Q: 3 clusters Score -662335.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -662335.437500 Penalty: 4515.077148
	Iteration 39Q: 3 clusters Score -662335.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -662335.812500 Penalty: 4515.077148
	Iteration 40F: 3 clusters Score -662335.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -662335.812500 Penalty: 4515.077148
	Iteration 41Q: 3 clusters Score -662335.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -662336.437500 Penalty: 4515.077148
	Iteration 42Q: 3 clusters Score -662336.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -662337.250000 Penalty: 4515.077148
	Iteration 43Q: 3 clusters Score -662337.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -662337.250000 Penalty: 4515.077148
	Iteration 44F: 3 clusters Score -662337.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75656 members 
Mstep: Class 2 contains 24462 members 
Mstep: Class 3 contains 3398 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 68106 members 
Mstep: Class 6 contains 154225 members 
Mstep: Class 7 contains 8613 members 
Mstep: Class 8 contains 8410 members 
Mstep: Class 9 contains 75643 members 
Mstep: Class 10 contains 63463 members 
Mstep: Class 11 contains 6623 members 
Mstep: Class 12 contains 60983 members 
Mstep: Class 13 contains 5882 members 
Mstep: Class 14 contains 19623 members 
Mstep: Class 15 contains 17520 members 
Mstep: Class 16 contains 14656 members 
Mstep: Class 17 contains 37780 members 
Mstep: Class 18 contains 4541 members 
Mstep: Class 19 contains 5660 members 
Mstep: Class 20 contains 11489 members 
Mstep: Class 21 contains 10700 members 
Mstep: Class 22 contains 9931 members 
Mstep: Class 23 contains 29063 members 
Mstep: Class 24 contains 557869 members 
Mstep: Class 25 contains 65603 members 
Mstep: Class 26 contains 7022 members 
Mstep: Class 27 contains 3325 members 
Mstep: Class 28 contains 70331 members 
Mstep: Class 29 contains 6286 members 
Mstep: Class 30 contains 15296 members 
Mstep: Class 31 contains 2954 members 
Mstep: Class 32 contains 11710 members 
Mstep: Class 33 contains 2696 members 
Entering Unmasked Estep 
Score: -111978576.000000 Penalty: 116180.585938
Splitting cluster 29 changes total score from -111977744.000000 to -111978576.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 30 (15296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15296 members 
Entering Unmasked Estep 
Score: -1262296.125000 Penalty: 2389.565918
	Iteration 0F: 2 clusters Score -1262296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -1251306.875000 Penalty: 4779.131836
	Iteration 0F: 3 clusters Score -1251307 nChanged 6638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1255188.875000 Penalty: 4779.131836
	Iteration 1F: 3 clusters Score -1255189 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1256069.500000 Penalty: 4779.131836
	Iteration 2F: 3 clusters Score -1256070 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1257110.875000 Penalty: 4779.131836
	Iteration 3F: 3 clusters Score -1257111 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1258236.625000 Penalty: 4779.131836
	Iteration 4F: 3 clusters Score -1258237 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1259226.125000 Penalty: 4779.131836
	Iteration 5F: 3 clusters Score -1259226 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1259868.000000 Penalty: 4779.131836
	Iteration 6F: 3 clusters Score -1259868 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1260195.625000 Penalty: 4779.131836
	Iteration 7Q: 3 clusters Score -1260196 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1260380.500000 Penalty: 4779.131836
	Iteration 8Q: 3 clusters Score -1260380 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1260483.125000 Penalty: 4779.131836
	Iteration 9Q: 3 clusters Score -1260483 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1260548.375000 Penalty: 4779.131836
	Iteration 10Q: 3 clusters Score -1260548 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1260594.625000 Penalty: 4779.131836
	Iteration 11Q: 3 clusters Score -1260595 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1260636.000000 Penalty: 4779.131836
	Iteration 12Q: 3 clusters Score -1260636 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1260662.125000 Penalty: 4779.131836
	Iteration 13Q: 3 clusters Score -1260662 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1260687.750000 Penalty: 4779.131836
	Iteration 14Q: 3 clusters Score -1260688 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1260704.250000 Penalty: 4779.131836
	Iteration 15Q: 3 clusters Score -1260704 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1260712.750000 Penalty: 4779.131836
	Iteration 16Q: 3 clusters Score -1260713 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1260726.750000 Penalty: 4779.131836
	Iteration 17Q: 3 clusters Score -1260727 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1260740.875000 Penalty: 4779.131836
	Iteration 18Q: 3 clusters Score -1260741 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1260753.375000 Penalty: 4779.131836
	Iteration 19Q: 3 clusters Score -1260753 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1260760.000000 Penalty: 4779.131836
	Iteration 20F: 3 clusters Score -1260760 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1260765.125000 Penalty: 4779.131836
	Iteration 21Q: 3 clusters Score -1260765 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1260763.125000 Penalty: 4779.131836
	Iteration 22Q: 3 clusters Score -1260763 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1260767.000000 Penalty: 4779.131836
	Iteration 23Q: 3 clusters Score -1260767 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1260775.125000 Penalty: 4779.131836
	Iteration 24Q: 3 clusters Score -1260775 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1260778.000000 Penalty: 4779.131836
	Iteration 25Q: 3 clusters Score -1260778 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1260783.250000 Penalty: 4779.131836
	Iteration 26Q: 3 clusters Score -1260783 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1260784.250000 Penalty: 4779.131836
	Iteration 27Q: 3 clusters Score -1260784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1260787.875000 Penalty: 4779.131836
	Iteration 28Q: 3 clusters Score -1260788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1260789.625000 Penalty: 4779.131836
	Iteration 29Q: 3 clusters Score -1260790 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1260794.125000 Penalty: 4779.131836
	Iteration 30Q: 3 clusters Score -1260794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1260794.375000 Penalty: 4779.131836
	Iteration 31Q: 3 clusters Score -1260794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1260794.375000 Penalty: 4779.131836
	Iteration 32F: 3 clusters Score -1260794 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Entering Unmasked Estep 
Score: -184997.046875 Penalty: 1981.746948
	Iteration 0F: 2 clusters Score -184997 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -181853.281250 Penalty: 3963.493896
	Iteration 0F: 3 clusters Score -181853.3 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -182690.734375 Penalty: 3963.493896
	Iteration 1F: 3 clusters Score -182690.7 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -183060.468750 Penalty: 3963.493896
	Iteration 2F: 3 clusters Score -183060.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -183328.171875 Penalty: 3963.493896
	Iteration 3F: 3 clusters Score -183328.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -183560.515625 Penalty: 3963.493896
	Iteration 4F: 3 clusters Score -183560.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -183755.125000 Penalty: 3963.493896
	Iteration 5F: 3 clusters Score -183755.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -183915.359375 Penalty: 3963.493896
	Iteration 6Q: 3 clusters Score -183915.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -184027.906250 Penalty: 3963.493896
	Iteration 7Q: 3 clusters Score -184027.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -184113.171875 Penalty: 3963.493896
	Iteration 8Q: 3 clusters Score -184113.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -184175.250000 Penalty: 3963.493896
	Iteration 9Q: 3 clusters Score -184175.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -184217.906250 Penalty: 3963.493896
	Iteration 10Q: 3 clusters Score -184217.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -184250.234375 Penalty: 3963.493896
	Iteration 11Q: 3 clusters Score -184250.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -184277.796875 Penalty: 3963.493896
	Iteration 12Q: 3 clusters Score -184277.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -184300.984375 Penalty: 3963.493896
	Iteration 13Q: 3 clusters Score -184301 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -184322.531250 Penalty: 3963.493896
	Iteration 14Q: 3 clusters Score -184322.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -184340.312500 Penalty: 3963.493896
	Iteration 15Q: 3 clusters Score -184340.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -184352.781250 Penalty: 3963.493896
	Iteration 16Q: 3 clusters Score -184352.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -184360.187500 Penalty: 3963.493896
	Iteration 17Q: 3 clusters Score -184360.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -184365.125000 Penalty: 3963.493896
	Iteration 18Q: 3 clusters Score -184365.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -184365.968750 Penalty: 3963.493896
	Iteration 19Q: 3 clusters Score -184366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -184366.328125 Penalty: 3963.493896
	Iteration 20F: 3 clusters Score -184366.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -184368.390625 Penalty: 3963.493896
	Iteration 21Q: 3 clusters Score -184368.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -184369.328125 Penalty: 3963.493896
	Iteration 22Q: 3 clusters Score -184369.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -184369.921875 Penalty: 3963.493896
	Iteration 23Q: 3 clusters Score -184369.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -184370.453125 Penalty: 3963.493896
	Iteration 24Q: 3 clusters Score -184370.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -184370.546875 Penalty: 3963.493896
	Iteration 25Q: 3 clusters Score -184370.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -184370.546875 Penalty: 3963.493896
	Iteration 26F: 3 clusters Score -184370.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75656 members 
Mstep: Class 2 contains 24462 members 
Mstep: Class 3 contains 3398 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 68106 members 
Mstep: Class 6 contains 154225 members 
Mstep: Class 7 contains 8613 members 
Mstep: Class 8 contains 8410 members 
Mstep: Class 9 contains 75643 members 
Mstep: Class 10 contains 63463 members 
Mstep: Class 11 contains 6623 members 
Mstep: Class 12 contains 60983 members 
Mstep: Class 13 contains 5882 members 
Mstep: Class 14 contains 19623 members 
Mstep: Class 15 contains 17520 members 
Mstep: Class 16 contains 14656 members 
Mstep: Class 17 contains 37780 members 
Mstep: Class 18 contains 4541 members 
Mstep: Class 19 contains 5660 members 
Mstep: Class 20 contains 11489 members 
Mstep: Class 21 contains 10700 members 
Mstep: Class 22 contains 9931 members 
Mstep: Class 23 contains 29063 members 
Mstep: Class 24 contains 557869 members 
Mstep: Class 25 contains 65603 members 
Mstep: Class 26 contains 7022 members 
Mstep: Class 27 contains 3325 members 
Mstep: Class 28 contains 70331 members 
Mstep: Class 29 contains 6286 members 
Mstep: Class 30 contains 15296 members 
Mstep: Class 31 contains 2954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111979432.000000 Penalty: 116180.585938
Iteration 159Q: 34 clusters Score -1.119794e+08 nChanged 5458
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75598 members 
Mstep: Class 2 contains 24413 members 
Mstep: Class 3 contains 3399 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 68610 members 
Mstep: Class 6 contains 154218 members 
Mstep: Class 7 contains 8613 members 
Mstep: Class 8 contains 8410 members 
Mstep: Class 9 contains 75626 members 
Mstep: Class 10 contains 63777 members 
Mstep: Class 11 contains 6623 members 
Mstep: Class 12 contains 60886 members 
Mstep: Class 13 contains 5877 members 
Mstep: Class 14 contains 19560 members 
Mstep: Class 15 contains 17458 members 
Mstep: Class 16 contains 14760 members 
Mstep: Class 17 contains 38285 members 
Mstep: Class 18 contains 4506 members 
Mstep: Class 19 contains 5656 members 
Mstep: Class 20 contains 11616 members 
Mstep: Class 21 contains 10654 members 
Mstep: Class 22 contains 9942 members 
Mstep: Class 23 contains 29065 members 
Mstep: Class 24 contains 557385 members 
Mstep: Class 25 contains 65109 members 
Mstep: Class 26 contains 7041 members 
Mstep: Class 27 contains 3370 members 
Mstep: Class 28 contains 70214 members 
Mstep: Class 29 contains 6239 members 
Mstep: Class 30 contains 15302 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 11674 members 
Mstep: Class 33 contains 2602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111980440.000000 Penalty: 116180.585938
Iteration 160F: 34 clusters Score -1.119804e+08 nChanged 4129
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75543 members 
Mstep: Class 2 contains 24379 members 
Mstep: Class 3 contains 3395 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 68997 members 
Mstep: Class 6 contains 154205 members 
Mstep: Class 7 contains 8613 members 
Mstep: Class 8 contains 8411 members 
Mstep: Class 9 contains 75613 members 
Mstep: Class 10 contains 63939 members 
Mstep: Class 11 contains 6611 members 
Mstep: Class 12 contains 60828 members 
Mstep: Class 13 contains 5872 members 
Mstep: Class 14 contains 19574 members 
Mstep: Class 15 contains 17409 members 
Mstep: Class 16 contains 14789 members 
Mstep: Class 17 contains 38258 members 
Mstep: Class 18 contains 4465 members 
Mstep: Class 19 contains 5655 members 
Mstep: Class 20 contains 11672 members 
Mstep: Class 21 contains 10599 members 
Mstep: Class 22 contains 9933 members 
Mstep: Class 23 contains 29039 members 
Mstep: Class 24 contains 556934 members 
Mstep: Class 25 contains 64757 members 
Mstep: Class 26 contains 7040 members 
Mstep: Class 27 contains 3384 members 
Mstep: Class 28 contains 70120 members 
Mstep: Class 29 contains 6184 members 
Mstep: Class 30 contains 15292 members 
Mstep: Class 31 contains 3037 members 
Mstep: Class 32 contains 12311 members 
Mstep: Class 33 contains 2661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111981304.000000 Penalty: 116180.585938
Iteration 161Q: 34 clusters Score -1.119813e+08 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75509 members 
Mstep: Class 2 contains 24338 members 
Mstep: Class 3 contains 3395 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 69386 members 
Mstep: Class 6 contains 154204 members 
Mstep: Class 7 contains 8613 members 
Mstep: Class 8 contains 8411 members 
Mstep: Class 9 contains 75608 members 
Mstep: Class 10 contains 64095 members 
Mstep: Class 11 contains 6602 members 
Mstep: Class 12 contains 60798 members 
Mstep: Class 13 contains 5866 members 
Mstep: Class 14 contains 19574 members 
Mstep: Class 15 contains 17364 members 
Mstep: Class 16 contains 14801 members 
Mstep: Class 17 contains 38197 members 
Mstep: Class 18 contains 4429 members 
Mstep: Class 19 contains 5654 members 
Mstep: Class 20 contains 11711 members 
Mstep: Class 21 contains 10552 members 
Mstep: Class 22 contains 9928 members 
Mstep: Class 23 contains 29022 members 
Mstep: Class 24 contains 556614 members 
Mstep: Class 25 contains 64502 members 
Mstep: Class 26 contains 7043 members 
Mstep: Class 27 contains 3394 members 
Mstep: Class 28 contains 70028 members 
Mstep: Class 29 contains 6121 members 
Mstep: Class 30 contains 15281 members 
Mstep: Class 31 contains 3073 members 
Mstep: Class 32 contains 12731 members 
Mstep: Class 33 contains 2675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111981296.000000 Penalty: 116180.585938
Iteration 162Q: 34 clusters Score -1.119813e+08 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75476 members 
Mstep: Class 2 contains 24302 members 
Mstep: Class 3 contains 3397 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 69790 members 
Mstep: Class 6 contains 154203 members 
Mstep: Class 7 contains 8612 members 
Mstep: Class 8 contains 8409 members 
Mstep: Class 9 contains 75609 members 
Mstep: Class 10 contains 64251 members 
Mstep: Class 11 contains 6593 members 
Mstep: Class 12 contains 60776 members 
Mstep: Class 13 contains 5871 members 
Mstep: Class 14 contains 19583 members 
Mstep: Class 15 contains 17335 members 
Mstep: Class 16 contains 14796 members 
Mstep: Class 17 contains 38149 members 
Mstep: Class 18 contains 4392 members 
Mstep: Class 19 contains 5652 members 
Mstep: Class 20 contains 11750 members 
Mstep: Class 21 contains 10513 members 
Mstep: Class 22 contains 9921 members 
Mstep: Class 23 contains 29006 members 
Mstep: Class 24 contains 556160 members 
Mstep: Class 25 contains 64338 members 
Mstep: Class 26 contains 7043 members 
Mstep: Class 27 contains 3399 members 
Mstep: Class 28 contains 69962 members 
Mstep: Class 29 contains 6058 members 
Mstep: Class 30 contains 15275 members 
Mstep: Class 31 contains 3099 members 
Mstep: Class 32 contains 13106 members 
Mstep: Class 33 contains 2693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111981432.000000 Penalty: 116180.585938
Iteration 163Q: 34 clusters Score -1.119814e+08 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75447 members 
Mstep: Class 2 contains 24286 members 
Mstep: Class 3 contains 3397 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 70217 members 
Mstep: Class 6 contains 154202 members 
Mstep: Class 7 contains 8611 members 
Mstep: Class 8 contains 8408 members 
Mstep: Class 9 contains 75587 members 
Mstep: Class 10 contains 64398 members 
Mstep: Class 11 contains 6589 members 
Mstep: Class 12 contains 60744 members 
Mstep: Class 13 contains 5872 members 
Mstep: Class 14 contains 19609 members 
Mstep: Class 15 contains 17318 members 
Mstep: Class 16 contains 14802 members 
Mstep: Class 17 contains 38106 members 
Mstep: Class 18 contains 4346 members 
Mstep: Class 19 contains 5649 members 
Mstep: Class 20 contains 11773 members 
Mstep: Class 21 contains 10478 members 
Mstep: Class 22 contains 9922 members 
Mstep: Class 23 contains 28994 members 
Mstep: Class 24 contains 555650 members 
Mstep: Class 25 contains 64200 members 
Mstep: Class 26 contains 7036 members 
Mstep: Class 27 contains 3402 members 
Mstep: Class 28 contains 69905 members 
Mstep: Class 29 contains 6025 members 
Mstep: Class 30 contains 15281 members 
Mstep: Class 31 contains 3119 members 
Mstep: Class 32 contains 13446 members 
Mstep: Class 33 contains 2700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111981392.000000 Penalty: 116180.585938
Iteration 164Q: 34 clusters Score -1.119814e+08 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75419 members 
Mstep: Class 2 contains 24270 members 
Mstep: Class 3 contains 3397 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 70613 members 
Mstep: Class 6 contains 154197 members 
Mstep: Class 7 contains 8611 members 
Mstep: Class 8 contains 8404 members 
Mstep: Class 9 contains 75571 members 
Mstep: Class 10 contains 64507 members 
Mstep: Class 11 contains 6584 members 
Mstep: Class 12 contains 60742 members 
Mstep: Class 13 contains 5871 members 
Mstep: Class 14 contains 19622 members 
Mstep: Class 15 contains 17301 members 
Mstep: Class 16 contains 14802 members 
Mstep: Class 17 contains 38079 members 
Mstep: Class 18 contains 4321 members 
Mstep: Class 19 contains 5650 members 
Mstep: Class 20 contains 11790 members 
Mstep: Class 21 contains 10442 members 
Mstep: Class 22 contains 9921 members 
Mstep: Class 23 contains 28999 members 
Mstep: Class 24 contains 555119 members 
Mstep: Class 25 contains 64094 members 
Mstep: Class 26 contains 7026 members 
Mstep: Class 27 contains 3403 members 
Mstep: Class 28 contains 69849 members 
Mstep: Class 29 contains 5998 members 
Mstep: Class 30 contains 15283 members 
Mstep: Class 31 contains 3136 members 
Mstep: Class 32 contains 13788 members 
Mstep: Class 33 contains 2710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111981640.000000 Penalty: 116180.585938
Iteration 165Q: 34 clusters Score -1.119816e+08 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75399 members 
Mstep: Class 2 contains 24259 members 
Mstep: Class 3 contains 3398 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 70999 members 
Mstep: Class 6 contains 154193 members 
Mstep: Class 7 contains 8611 members 
Mstep: Class 8 contains 8402 members 
Mstep: Class 9 contains 75545 members 
Mstep: Class 10 contains 64626 members 
Mstep: Class 11 contains 6577 members 
Mstep: Class 12 contains 60737 members 
Mstep: Class 13 contains 5866 members 
Mstep: Class 14 contains 19641 members 
Mstep: Class 15 contains 17291 members 
Mstep: Class 16 contains 14799 members 
Mstep: Class 17 contains 38028 members 
Mstep: Class 18 contains 4276 members 
Mstep: Class 19 contains 5649 members 
Mstep: Class 20 contains 11797 members 
Mstep: Class 21 contains 10406 members 
Mstep: Class 22 contains 9921 members 
Mstep: Class 23 contains 29001 members 
Mstep: Class 24 contains 554637 members 
Mstep: Class 25 contains 64008 members 
Mstep: Class 26 contains 7024 members 
Mstep: Class 27 contains 3403 members 
Mstep: Class 28 contains 69802 members 
Mstep: Class 29 contains 5985 members 
Mstep: Class 30 contains 15288 members 
Mstep: Class 31 contains 3149 members 
Mstep: Class 32 contains 14087 members 
Mstep: Class 33 contains 2715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111981784.000000 Penalty: 116180.585938
Iteration 166Q: 34 clusters Score -1.119818e+08 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75379 members 
Mstep: Class 2 contains 24252 members 
Mstep: Class 3 contains 3399 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 71382 members 
Mstep: Class 6 contains 154193 members 
Mstep: Class 7 contains 8611 members 
Mstep: Class 8 contains 8402 members 
Mstep: Class 9 contains 75528 members 
Mstep: Class 10 contains 64715 members 
Mstep: Class 11 contains 6572 members 
Mstep: Class 12 contains 60719 members 
Mstep: Class 13 contains 5866 members 
Mstep: Class 14 contains 19659 members 
Mstep: Class 15 contains 17290 members 
Mstep: Class 16 contains 14799 members 
Mstep: Class 17 contains 37988 members 
Mstep: Class 18 contains 4249 members 
Mstep: Class 19 contains 5647 members 
Mstep: Class 20 contains 11809 members 
Mstep: Class 21 contains 10377 members 
Mstep: Class 22 contains 9919 members 
Mstep: Class 23 contains 28989 members 
Mstep: Class 24 contains 554125 members 
Mstep: Class 25 contains 63931 members 
Mstep: Class 26 contains 7017 members 
Mstep: Class 27 contains 3405 members 
Mstep: Class 28 contains 69763 members 
Mstep: Class 29 contains 5972 members 
Mstep: Class 30 contains 15296 members 
Mstep: Class 31 contains 3162 members 
Mstep: Class 32 contains 14387 members 
Mstep: Class 33 contains 2717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111981872.000000 Penalty: 116180.585938
Iteration 167Q: 34 clusters Score -1.119819e+08 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75360 members 
Mstep: Class 2 contains 24244 members 
Mstep: Class 3 contains 3398 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 71739 members 
Mstep: Class 6 contains 154192 members 
Mstep: Class 7 contains 8611 members 
Mstep: Class 8 contains 8402 members 
Mstep: Class 9 contains 75502 members 
Mstep: Class 10 contains 64820 members 
Mstep: Class 11 contains 6566 members 
Mstep: Class 12 contains 60717 members 
Mstep: Class 13 contains 5864 members 
Mstep: Class 14 contains 19679 members 
Mstep: Class 15 contains 17279 members 
Mstep: Class 16 contains 14800 members 
Mstep: Class 17 contains 37955 members 
Mstep: Class 18 contains 4215 members 
Mstep: Class 19 contains 5647 members 
Mstep: Class 20 contains 11813 members 
Mstep: Class 21 contains 10353 members 
Mstep: Class 22 contains 9921 members 
Mstep: Class 23 contains 28977 members 
Mstep: Class 24 contains 553644 members 
Mstep: Class 25 contains 63864 members 
Mstep: Class 26 contains 7012 members 
Mstep: Class 27 contains 3406 members 
Mstep: Class 28 contains 69728 members 
Mstep: Class 29 contains 5963 members 
Mstep: Class 30 contains 15292 members 
Mstep: Class 31 contains 3172 members 
Mstep: Class 32 contains 14665 members 
Mstep: Class 33 contains 2719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111981816.000000 Penalty: 116180.585938
Iteration 168Q: 34 clusters Score -1.119818e+08 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75343 members 
Mstep: Class 2 contains 24240 members 
Mstep: Class 3 contains 3394 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 72076 members 
Mstep: Class 6 contains 154191 members 
Mstep: Class 7 contains 8611 members 
Mstep: Class 8 contains 8402 members 
Mstep: Class 9 contains 75474 members 
Mstep: Class 10 contains 64944 members 
Mstep: Class 11 contains 6563 members 
Mstep: Class 12 contains 60726 members 
Mstep: Class 13 contains 5865 members 
Mstep: Class 14 contains 19699 members 
Mstep: Class 15 contains 17266 members 
Mstep: Class 16 contains 14806 members 
Mstep: Class 17 contains 37925 members 
Mstep: Class 18 contains 4184 members 
Mstep: Class 19 contains 5647 members 
Mstep: Class 20 contains 11818 members 
Mstep: Class 21 contains 10326 members 
Mstep: Class 22 contains 9922 members 
Mstep: Class 23 contains 28970 members 
Mstep: Class 24 contains 553170 members 
Mstep: Class 25 contains 63785 members 
Mstep: Class 26 contains 7010 members 
Mstep: Class 27 contains 3408 members 
Mstep: Class 28 contains 69688 members 
Mstep: Class 29 contains 5954 members 
Mstep: Class 30 contains 15294 members 
Mstep: Class 31 contains 3181 members 
Mstep: Class 32 contains 14915 members 
Mstep: Class 33 contains 2722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982104.000000 Penalty: 116180.585938
Iteration 169Q: 34 clusters Score -1.119821e+08 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75334 members 
Mstep: Class 2 contains 24239 members 
Mstep: Class 3 contains 3391 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 72416 members 
Mstep: Class 6 contains 154193 members 
Mstep: Class 7 contains 8611 members 
Mstep: Class 8 contains 8403 members 
Mstep: Class 9 contains 75449 members 
Mstep: Class 10 contains 65061 members 
Mstep: Class 11 contains 6561 members 
Mstep: Class 12 contains 60711 members 
Mstep: Class 13 contains 5862 members 
Mstep: Class 14 contains 19711 members 
Mstep: Class 15 contains 17255 members 
Mstep: Class 16 contains 14791 members 
Mstep: Class 17 contains 37905 members 
Mstep: Class 18 contains 4159 members 
Mstep: Class 19 contains 5648 members 
Mstep: Class 20 contains 11819 members 
Mstep: Class 21 contains 10306 members 
Mstep: Class 22 contains 9923 members 
Mstep: Class 23 contains 28960 members 
Mstep: Class 24 contains 552683 members 
Mstep: Class 25 contains 63689 members 
Mstep: Class 26 contains 7010 members 
Mstep: Class 27 contains 3411 members 
Mstep: Class 28 contains 69667 members 
Mstep: Class 29 contains 5948 members 
Mstep: Class 30 contains 15302 members 
Mstep: Class 31 contains 3193 members 
Mstep: Class 32 contains 15183 members 
Mstep: Class 33 contains 2725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982328.000000 Penalty: 116180.585938
Iteration 170Q: 34 clusters Score -1.119823e+08 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75327 members 
Mstep: Class 2 contains 24243 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 72749 members 
Mstep: Class 6 contains 154195 members 
Mstep: Class 7 contains 8611 members 
Mstep: Class 8 contains 8403 members 
Mstep: Class 9 contains 75426 members 
Mstep: Class 10 contains 65169 members 
Mstep: Class 11 contains 6560 members 
Mstep: Class 12 contains 60699 members 
Mstep: Class 13 contains 5861 members 
Mstep: Class 14 contains 19736 members 
Mstep: Class 15 contains 17249 members 
Mstep: Class 16 contains 14772 members 
Mstep: Class 17 contains 37895 members 
Mstep: Class 18 contains 4137 members 
Mstep: Class 19 contains 5647 members 
Mstep: Class 20 contains 11822 members 
Mstep: Class 21 contains 10288 members 
Mstep: Class 22 contains 9922 members 
Mstep: Class 23 contains 28954 members 
Mstep: Class 24 contains 552138 members 
Mstep: Class 25 contains 63605 members 
Mstep: Class 26 contains 7006 members 
Mstep: Class 27 contains 3412 members 
Mstep: Class 28 contains 69648 members 
Mstep: Class 29 contains 5944 members 
Mstep: Class 30 contains 15323 members 
Mstep: Class 31 contains 3198 members 
Mstep: Class 32 contains 15463 members 
Mstep: Class 33 contains 2727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982344.000000 Penalty: 116180.585938
Iteration 171Q: 34 clusters Score -1.119823e+08 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75315 members 
Mstep: Class 2 contains 24238 members 
Mstep: Class 3 contains 3394 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 73082 members 
Mstep: Class 6 contains 154187 members 
Mstep: Class 7 contains 8611 members 
Mstep: Class 8 contains 8402 members 
Mstep: Class 9 contains 75409 members 
Mstep: Class 10 contains 65257 members 
Mstep: Class 11 contains 6556 members 
Mstep: Class 12 contains 60680 members 
Mstep: Class 13 contains 5858 members 
Mstep: Class 14 contains 19765 members 
Mstep: Class 15 contains 17245 members 
Mstep: Class 16 contains 14759 members 
Mstep: Class 17 contains 37886 members 
Mstep: Class 18 contains 4109 members 
Mstep: Class 19 contains 5647 members 
Mstep: Class 20 contains 11825 members 
Mstep: Class 21 contains 10264 members 
Mstep: Class 22 contains 9922 members 
Mstep: Class 23 contains 28950 members 
Mstep: Class 24 contains 551639 members 
Mstep: Class 25 contains 63536 members 
Mstep: Class 26 contains 7005 members 
Mstep: Class 27 contains 3415 members 
Mstep: Class 28 contains 69632 members 
Mstep: Class 29 contains 5939 members 
Mstep: Class 30 contains 15332 members 
Mstep: Class 31 contains 3202 members 
Mstep: Class 32 contains 15729 members 
Mstep: Class 33 contains 2729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982504.000000 Penalty: 116180.585938
Iteration 172Q: 34 clusters Score -1.119825e+08 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75304 members 
Mstep: Class 2 contains 24233 members 
Mstep: Class 3 contains 3400 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 73428 members 
Mstep: Class 6 contains 154183 members 
Mstep: Class 7 contains 8610 members 
Mstep: Class 8 contains 8399 members 
Mstep: Class 9 contains 75407 members 
Mstep: Class 10 contains 65348 members 
Mstep: Class 11 contains 6553 members 
Mstep: Class 12 contains 60661 members 
Mstep: Class 13 contains 5858 members 
Mstep: Class 14 contains 19797 members 
Mstep: Class 15 contains 17243 members 
Mstep: Class 16 contains 14751 members 
Mstep: Class 17 contains 37874 members 
Mstep: Class 18 contains 4083 members 
Mstep: Class 19 contains 5646 members 
Mstep: Class 20 contains 11825 members 
Mstep: Class 21 contains 10236 members 
Mstep: Class 22 contains 9922 members 
Mstep: Class 23 contains 28950 members 
Mstep: Class 24 contains 551108 members 
Mstep: Class 25 contains 63467 members 
Mstep: Class 26 contains 7000 members 
Mstep: Class 27 contains 3417 members 
Mstep: Class 28 contains 69607 members 
Mstep: Class 29 contains 5935 members 
Mstep: Class 30 contains 15337 members 
Mstep: Class 31 contains 3210 members 
Mstep: Class 32 contains 15997 members 
Mstep: Class 33 contains 2730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982288.000000 Penalty: 116180.585938
Iteration 173Q: 34 clusters Score -1.119823e+08 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75285 members 
Mstep: Class 2 contains 24226 members 
Mstep: Class 3 contains 3404 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 73781 members 
Mstep: Class 6 contains 154181 members 
Mstep: Class 7 contains 8610 members 
Mstep: Class 8 contains 8399 members 
Mstep: Class 9 contains 75398 members 
Mstep: Class 10 contains 65443 members 
Mstep: Class 11 contains 6549 members 
Mstep: Class 12 contains 60640 members 
Mstep: Class 13 contains 5857 members 
Mstep: Class 14 contains 19825 members 
Mstep: Class 15 contains 17236 members 
Mstep: Class 16 contains 14744 members 
Mstep: Class 17 contains 37869 members 
Mstep: Class 18 contains 4056 members 
Mstep: Class 19 contains 5647 members 
Mstep: Class 20 contains 11825 members 
Mstep: Class 21 contains 10214 members 
Mstep: Class 22 contains 9922 members 
Mstep: Class 23 contains 28945 members 
Mstep: Class 24 contains 550624 members 
Mstep: Class 25 contains 63395 members 
Mstep: Class 26 contains 7004 members 
Mstep: Class 27 contains 3418 members 
Mstep: Class 28 contains 69570 members 
Mstep: Class 29 contains 5933 members 
Mstep: Class 30 contains 15339 members 
Mstep: Class 31 contains 3215 members 
Mstep: Class 32 contains 16235 members 
Mstep: Class 33 contains 2730 members 
Entering Unmasked Estep 
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Iteration 174Q: 34 clusters Score -1.119824e+08 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75272 members 
Mstep: Class 2 contains 24222 members 
Mstep: Class 3 contains 3412 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 74142 members 
Mstep: Class 6 contains 154174 members 
Mstep: Class 7 contains 8609 members 
Mstep: Class 8 contains 8398 members 
Mstep: Class 9 contains 75396 members 
Mstep: Class 10 contains 65535 members 
Mstep: Class 11 contains 6548 members 
Mstep: Class 12 contains 60622 members 
Mstep: Class 13 contains 5854 members 
Mstep: Class 14 contains 19839 members 
Mstep: Class 15 contains 17224 members 
Mstep: Class 16 contains 14739 members 
Mstep: Class 17 contains 37879 members 
Mstep: Class 18 contains 4014 members 
Mstep: Class 19 contains 5644 members 
Mstep: Class 20 contains 11827 members 
Mstep: Class 21 contains 10190 members 
Mstep: Class 22 contains 9922 members 
Mstep: Class 23 contains 28943 members 
Mstep: Class 24 contains 550150 members 
Mstep: Class 25 contains 63329 members 
Mstep: Class 26 contains 7003 members 
Mstep: Class 27 contains 3420 members 
Mstep: Class 28 contains 69547 members 
Mstep: Class 29 contains 5928 members 
Mstep: Class 30 contains 15332 members 
Mstep: Class 31 contains 3222 members 
Mstep: Class 32 contains 16452 members 
Mstep: Class 33 contains 2731 members 
Entering Unmasked Estep 
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Score: -111982304.000000 Penalty: 116180.585938
Iteration 175Q: 34 clusters Score -1.119823e+08 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75263 members 
Mstep: Class 2 contains 24217 members 
Mstep: Class 3 contains 3417 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 74482 members 
Mstep: Class 6 contains 154179 members 
Mstep: Class 7 contains 8608 members 
Mstep: Class 8 contains 8397 members 
Mstep: Class 9 contains 75401 members 
Mstep: Class 10 contains 65617 members 
Mstep: Class 11 contains 6542 members 
Mstep: Class 12 contains 60614 members 
Mstep: Class 13 contains 5852 members 
Mstep: Class 14 contains 19861 members 
Mstep: Class 15 contains 17209 members 
Mstep: Class 16 contains 14728 members 
Mstep: Class 17 contains 37893 members 
Mstep: Class 18 contains 3978 members 
Mstep: Class 19 contains 5645 members 
Mstep: Class 20 contains 11831 members 
Mstep: Class 21 contains 10178 members 
Mstep: Class 22 contains 9919 members 
Mstep: Class 23 contains 28932 members 
Mstep: Class 24 contains 549686 members 
Mstep: Class 25 contains 63254 members 
Mstep: Class 26 contains 7004 members 
Mstep: Class 27 contains 3424 members 
Mstep: Class 28 contains 69526 members 
Mstep: Class 29 contains 5922 members 
Mstep: Class 30 contains 15327 members 
Mstep: Class 31 contains 3233 members 
Mstep: Class 32 contains 16651 members 
Mstep: Class 33 contains 2729 members 
Entering Unmasked Estep 
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Score: -111982248.000000 Penalty: 116180.585938
Iteration 176Q: 34 clusters Score -1.119822e+08 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75256 members 
Mstep: Class 2 contains 24217 members 
Mstep: Class 3 contains 3415 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 74823 members 
Mstep: Class 6 contains 154175 members 
Mstep: Class 7 contains 8608 members 
Mstep: Class 8 contains 8397 members 
Mstep: Class 9 contains 75412 members 
Mstep: Class 10 contains 65711 members 
Mstep: Class 11 contains 6540 members 
Mstep: Class 12 contains 60604 members 
Mstep: Class 13 contains 5849 members 
Mstep: Class 14 contains 19885 members 
Mstep: Class 15 contains 17195 members 
Mstep: Class 16 contains 14710 members 
Mstep: Class 17 contains 37897 members 
Mstep: Class 18 contains 3947 members 
Mstep: Class 19 contains 5642 members 
Mstep: Class 20 contains 11834 members 
Mstep: Class 21 contains 10170 members 
Mstep: Class 22 contains 9920 members 
Mstep: Class 23 contains 28928 members 
Mstep: Class 24 contains 549206 members 
Mstep: Class 25 contains 63178 members 
Mstep: Class 26 contains 7000 members 
Mstep: Class 27 contains 3428 members 
Mstep: Class 28 contains 69512 members 
Mstep: Class 29 contains 5919 members 
Mstep: Class 30 contains 15327 members 
Mstep: Class 31 contains 3238 members 
Mstep: Class 32 contains 16846 members 
Mstep: Class 33 contains 2730 members 
Entering Unmasked Estep 
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Iteration 177Q: 34 clusters Score -1.119826e+08 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75247 members 
Mstep: Class 2 contains 24216 members 
Mstep: Class 3 contains 3414 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 75136 members 
Mstep: Class 6 contains 154174 members 
Mstep: Class 7 contains 8608 members 
Mstep: Class 8 contains 8397 members 
Mstep: Class 9 contains 75433 members 
Mstep: Class 10 contains 65790 members 
Mstep: Class 11 contains 6536 members 
Mstep: Class 12 contains 60601 members 
Mstep: Class 13 contains 5846 members 
Mstep: Class 14 contains 19923 members 
Mstep: Class 15 contains 17190 members 
Mstep: Class 16 contains 14715 members 
Mstep: Class 17 contains 37897 members 
Mstep: Class 18 contains 3931 members 
Mstep: Class 19 contains 5641 members 
Mstep: Class 20 contains 11835 members 
Mstep: Class 21 contains 10167 members 
Mstep: Class 22 contains 9920 members 
Mstep: Class 23 contains 28923 members 
Mstep: Class 24 contains 548668 members 
Mstep: Class 25 contains 63103 members 
Mstep: Class 26 contains 6998 members 
Mstep: Class 27 contains 3431 members 
Mstep: Class 28 contains 69513 members 
Mstep: Class 29 contains 5920 members 
Mstep: Class 30 contains 15343 members 
Mstep: Class 31 contains 3240 members 
Mstep: Class 32 contains 17033 members 
Mstep: Class 33 contains 2730 members 
Entering Unmasked Estep 
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Iteration 178Q: 34 clusters Score -1.119825e+08 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75233 members 
Mstep: Class 2 contains 24215 members 
Mstep: Class 3 contains 3414 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 75452 members 
Mstep: Class 6 contains 154176 members 
Mstep: Class 7 contains 8608 members 
Mstep: Class 8 contains 8397 members 
Mstep: Class 9 contains 75451 members 
Mstep: Class 10 contains 65869 members 
Mstep: Class 11 contains 6526 members 
Mstep: Class 12 contains 60599 members 
Mstep: Class 13 contains 5845 members 
Mstep: Class 14 contains 19961 members 
Mstep: Class 15 contains 17184 members 
Mstep: Class 16 contains 14713 members 
Mstep: Class 17 contains 37880 members 
Mstep: Class 18 contains 3904 members 
Mstep: Class 19 contains 5639 members 
Mstep: Class 20 contains 11837 members 
Mstep: Class 21 contains 10158 members 
Mstep: Class 22 contains 9921 members 
Mstep: Class 23 contains 28936 members 
Mstep: Class 24 contains 548202 members 
Mstep: Class 25 contains 63035 members 
Mstep: Class 26 contains 6991 members 
Mstep: Class 27 contains 3431 members 
Mstep: Class 28 contains 69502 members 
Mstep: Class 29 contains 5920 members 
Mstep: Class 30 contains 15350 members 
Mstep: Class 31 contains 3242 members 
Mstep: Class 32 contains 17198 members 
Mstep: Class 33 contains 2730 members 
Entering Unmasked Estep 
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Iteration 179Q: 34 clusters Score -1.119825e+08 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75218 members 
Mstep: Class 2 contains 24214 members 
Mstep: Class 3 contains 3414 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 75782 members 
Mstep: Class 6 contains 154171 members 
Mstep: Class 7 contains 8608 members 
Mstep: Class 8 contains 8397 members 
Mstep: Class 9 contains 75469 members 
Mstep: Class 10 contains 65928 members 
Mstep: Class 11 contains 6522 members 
Mstep: Class 12 contains 60602 members 
Mstep: Class 13 contains 5842 members 
Mstep: Class 14 contains 19987 members 
Mstep: Class 15 contains 17178 members 
Mstep: Class 16 contains 14717 members 
Mstep: Class 17 contains 37873 members 
Mstep: Class 18 contains 3892 members 
Mstep: Class 19 contains 5639 members 
Mstep: Class 20 contains 11837 members 
Mstep: Class 21 contains 10148 members 
Mstep: Class 22 contains 9921 members 
Mstep: Class 23 contains 28945 members 
Mstep: Class 24 contains 547735 members 
Mstep: Class 25 contains 62954 members 
Mstep: Class 26 contains 6991 members 
Mstep: Class 27 contains 3431 members 
Mstep: Class 28 contains 69498 members 
Mstep: Class 29 contains 5919 members 
Mstep: Class 30 contains 15364 members 
Mstep: Class 31 contains 3245 members 
Mstep: Class 32 contains 17348 members 
Mstep: Class 33 contains 2730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982472.000000 Penalty: 116180.585938
Iteration 180F: 34 clusters Score -1.119825e+08 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75218 members 
Mstep: Class 2 contains 24214 members 
Mstep: Class 3 contains 3413 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 76117 members 
Mstep: Class 6 contains 154168 members 
Mstep: Class 7 contains 8608 members 
Mstep: Class 8 contains 8397 members 
Mstep: Class 9 contains 75482 members 
Mstep: Class 10 contains 65961 members 
Mstep: Class 11 contains 6518 members 
Mstep: Class 12 contains 60601 members 
Mstep: Class 13 contains 5842 members 
Mstep: Class 14 contains 20002 members 
Mstep: Class 15 contains 17172 members 
Mstep: Class 16 contains 14719 members 
Mstep: Class 17 contains 37872 members 
Mstep: Class 18 contains 3874 members 
Mstep: Class 19 contains 5638 members 
Mstep: Class 20 contains 11837 members 
Mstep: Class 21 contains 10128 members 
Mstep: Class 22 contains 9923 members 
Mstep: Class 23 contains 28951 members 
Mstep: Class 24 contains 547305 members 
Mstep: Class 25 contains 62895 members 
Mstep: Class 26 contains 6993 members 
Mstep: Class 27 contains 3431 members 
Mstep: Class 28 contains 69489 members 
Mstep: Class 29 contains 5918 members 
Mstep: Class 30 contains 15370 members 
Mstep: Class 31 contains 3247 members 
Mstep: Class 32 contains 17486 members 
Mstep: Class 33 contains 2730 members 
Entering Unmasked Estep 
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Score: -111982528.000000 Penalty: 116180.585938
Iteration 181Q: 34 clusters Score -1.119825e+08 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75210 members 
Mstep: Class 2 contains 24210 members 
Mstep: Class 3 contains 3413 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 76441 members 
Mstep: Class 6 contains 154163 members 
Mstep: Class 7 contains 8608 members 
Mstep: Class 8 contains 8395 members 
Mstep: Class 9 contains 75496 members 
Mstep: Class 10 contains 66011 members 
Mstep: Class 11 contains 6516 members 
Mstep: Class 12 contains 60597 members 
Mstep: Class 13 contains 5841 members 
Mstep: Class 14 contains 20026 members 
Mstep: Class 15 contains 17162 members 
Mstep: Class 16 contains 14718 members 
Mstep: Class 17 contains 37880 members 
Mstep: Class 18 contains 3851 members 
Mstep: Class 19 contains 5639 members 
Mstep: Class 20 contains 11837 members 
Mstep: Class 21 contains 10110 members 
Mstep: Class 22 contains 9926 members 
Mstep: Class 23 contains 28954 members 
Mstep: Class 24 contains 546868 members 
Mstep: Class 25 contains 62839 members 
Mstep: Class 26 contains 6996 members 
Mstep: Class 27 contains 3433 members 
Mstep: Class 28 contains 69478 members 
Mstep: Class 29 contains 5918 members 
Mstep: Class 30 contains 15377 members 
Mstep: Class 31 contains 3248 members 
Mstep: Class 32 contains 17628 members 
Mstep: Class 33 contains 2730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982688.000000 Penalty: 116180.585938
Iteration 182Q: 34 clusters Score -1.119827e+08 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75201 members 
Mstep: Class 2 contains 24209 members 
Mstep: Class 3 contains 3412 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 76723 members 
Mstep: Class 6 contains 154158 members 
Mstep: Class 7 contains 8608 members 
Mstep: Class 8 contains 8395 members 
Mstep: Class 9 contains 75499 members 
Mstep: Class 10 contains 66053 members 
Mstep: Class 11 contains 6509 members 
Mstep: Class 12 contains 60584 members 
Mstep: Class 13 contains 5842 members 
Mstep: Class 14 contains 20060 members 
Mstep: Class 15 contains 17154 members 
Mstep: Class 16 contains 14712 members 
Mstep: Class 17 contains 37889 members 
Mstep: Class 18 contains 3815 members 
Mstep: Class 19 contains 5639 members 
Mstep: Class 20 contains 11837 members 
Mstep: Class 21 contains 10092 members 
Mstep: Class 22 contains 9927 members 
Mstep: Class 23 contains 28956 members 
Mstep: Class 24 contains 546504 members 
Mstep: Class 25 contains 62800 members 
Mstep: Class 26 contains 6993 members 
Mstep: Class 27 contains 3433 members 
Mstep: Class 28 contains 69476 members 
Mstep: Class 29 contains 5917 members 
Mstep: Class 30 contains 15382 members 
Mstep: Class 31 contains 3250 members 
Mstep: Class 32 contains 17760 members 
Mstep: Class 33 contains 2730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982728.000000 Penalty: 116180.585938
Iteration 183Q: 34 clusters Score -1.119827e+08 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75198 members 
Mstep: Class 2 contains 24210 members 
Mstep: Class 3 contains 3412 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 76975 members 
Mstep: Class 6 contains 154155 members 
Mstep: Class 7 contains 8608 members 
Mstep: Class 8 contains 8395 members 
Mstep: Class 9 contains 75508 members 
Mstep: Class 10 contains 66084 members 
Mstep: Class 11 contains 6500 members 
Mstep: Class 12 contains 60578 members 
Mstep: Class 13 contains 5842 members 
Mstep: Class 14 contains 20081 members 
Mstep: Class 15 contains 17146 members 
Mstep: Class 16 contains 14704 members 
Mstep: Class 17 contains 37895 members 
Mstep: Class 18 contains 3788 members 
Mstep: Class 19 contains 5640 members 
Mstep: Class 20 contains 11837 members 
Mstep: Class 21 contains 10076 members 
Mstep: Class 22 contains 9929 members 
Mstep: Class 23 contains 28960 members 
Mstep: Class 24 contains 546182 members 
Mstep: Class 25 contains 62753 members 
Mstep: Class 26 contains 6992 members 
Mstep: Class 27 contains 3433 members 
Mstep: Class 28 contains 69470 members 
Mstep: Class 29 contains 5915 members 
Mstep: Class 30 contains 15383 members 
Mstep: Class 31 contains 3250 members 
Mstep: Class 32 contains 17889 members 
Mstep: Class 33 contains 2731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982624.000000 Penalty: 116180.585938
Iteration 184Q: 34 clusters Score -1.119826e+08 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75197 members 
Mstep: Class 2 contains 24208 members 
Mstep: Class 3 contains 3412 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 77231 members 
Mstep: Class 6 contains 154154 members 
Mstep: Class 7 contains 8608 members 
Mstep: Class 8 contains 8395 members 
Mstep: Class 9 contains 75513 members 
Mstep: Class 10 contains 66105 members 
Mstep: Class 11 contains 6493 members 
Mstep: Class 12 contains 60567 members 
Mstep: Class 13 contains 5843 members 
Mstep: Class 14 contains 20106 members 
Mstep: Class 15 contains 17134 members 
Mstep: Class 16 contains 14692 members 
Mstep: Class 17 contains 37890 members 
Mstep: Class 18 contains 3765 members 
Mstep: Class 19 contains 5638 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 10062 members 
Mstep: Class 22 contains 9931 members 
Mstep: Class 23 contains 28973 members 
Mstep: Class 24 contains 545874 members 
Mstep: Class 25 contains 62712 members 
Mstep: Class 26 contains 6989 members 
Mstep: Class 27 contains 3433 members 
Mstep: Class 28 contains 69461 members 
Mstep: Class 29 contains 5913 members 
Mstep: Class 30 contains 15390 members 
Mstep: Class 31 contains 3252 members 
Mstep: Class 32 contains 18010 members 
Mstep: Class 33 contains 2732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982824.000000 Penalty: 116180.585938
Iteration 185Q: 34 clusters Score -1.119828e+08 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75190 members 
Mstep: Class 2 contains 24208 members 
Mstep: Class 3 contains 3412 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 77471 members 
Mstep: Class 6 contains 154154 members 
Mstep: Class 7 contains 8608 members 
Mstep: Class 8 contains 8395 members 
Mstep: Class 9 contains 75520 members 
Mstep: Class 10 contains 66113 members 
Mstep: Class 11 contains 6491 members 
Mstep: Class 12 contains 60560 members 
Mstep: Class 13 contains 5844 members 
Mstep: Class 14 contains 20142 members 
Mstep: Class 15 contains 17123 members 
Mstep: Class 16 contains 14683 members 
Mstep: Class 17 contains 37904 members 
Mstep: Class 18 contains 3748 members 
Mstep: Class 19 contains 5638 members 
Mstep: Class 20 contains 11835 members 
Mstep: Class 21 contains 10050 members 
Mstep: Class 22 contains 9932 members 
Mstep: Class 23 contains 28969 members 
Mstep: Class 24 contains 545560 members 
Mstep: Class 25 contains 62678 members 
Mstep: Class 26 contains 6986 members 
Mstep: Class 27 contains 3433 members 
Mstep: Class 28 contains 69461 members 
Mstep: Class 29 contains 5913 members 
Mstep: Class 30 contains 15397 members 
Mstep: Class 31 contains 3251 members 
Mstep: Class 32 contains 18118 members 
Mstep: Class 33 contains 2732 members 
Entering Unmasked Estep 
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Iteration 186Q: 34 clusters Score -1.119829e+08 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75185 members 
Mstep: Class 2 contains 24207 members 
Mstep: Class 3 contains 3410 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 77700 members 
Mstep: Class 6 contains 154153 members 
Mstep: Class 7 contains 8608 members 
Mstep: Class 8 contains 8395 members 
Mstep: Class 9 contains 75526 members 
Mstep: Class 10 contains 66114 members 
Mstep: Class 11 contains 6488 members 
Mstep: Class 12 contains 60550 members 
Mstep: Class 13 contains 5842 members 
Mstep: Class 14 contains 20168 members 
Mstep: Class 15 contains 17113 members 
Mstep: Class 16 contains 14667 members 
Mstep: Class 17 contains 37918 members 
Mstep: Class 18 contains 3735 members 
Mstep: Class 19 contains 5638 members 
Mstep: Class 20 contains 11835 members 
Mstep: Class 21 contains 10042 members 
Mstep: Class 22 contains 9937 members 
Mstep: Class 23 contains 28976 members 
Mstep: Class 24 contains 545282 members 
Mstep: Class 25 contains 62640 members 
Mstep: Class 26 contains 6987 members 
Mstep: Class 27 contains 3433 members 
Mstep: Class 28 contains 69463 members 
Mstep: Class 29 contains 5913 members 
Mstep: Class 30 contains 15400 members 
Mstep: Class 31 contains 3250 members 
Mstep: Class 32 contains 18212 members 
Mstep: Class 33 contains 2732 members 
Entering Unmasked Estep 
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Iteration 187Q: 34 clusters Score -1.11983e+08 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75184 members 
Mstep: Class 2 contains 24202 members 
Mstep: Class 3 contains 3408 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 77925 members 
Mstep: Class 6 contains 154150 members 
Mstep: Class 7 contains 8608 members 
Mstep: Class 8 contains 8395 members 
Mstep: Class 9 contains 75534 members 
Mstep: Class 10 contains 66110 members 
Mstep: Class 11 contains 6483 members 
Mstep: Class 12 contains 60548 members 
Mstep: Class 13 contains 5843 members 
Mstep: Class 14 contains 20195 members 
Mstep: Class 15 contains 17104 members 
Mstep: Class 16 contains 14652 members 
Mstep: Class 17 contains 37936 members 
Mstep: Class 18 contains 3723 members 
Mstep: Class 19 contains 5638 members 
Mstep: Class 20 contains 11835 members 
Mstep: Class 21 contains 10032 members 
Mstep: Class 22 contains 9939 members 
Mstep: Class 23 contains 28975 members 
Mstep: Class 24 contains 545006 members 
Mstep: Class 25 contains 62609 members 
Mstep: Class 26 contains 6988 members 
Mstep: Class 27 contains 3433 members 
Mstep: Class 28 contains 69467 members 
Mstep: Class 29 contains 5913 members 
Mstep: Class 30 contains 15401 members 
Mstep: Class 31 contains 3248 members 
Mstep: Class 32 contains 18303 members 
Mstep: Class 33 contains 2732 members 
Entering Unmasked Estep 
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Iteration 188Q: 34 clusters Score -1.119831e+08 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75178 members 
Mstep: Class 2 contains 24201 members 
Mstep: Class 3 contains 3406 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 78153 members 
Mstep: Class 6 contains 154146 members 
Mstep: Class 7 contains 8608 members 
Mstep: Class 8 contains 8395 members 
Mstep: Class 9 contains 75539 members 
Mstep: Class 10 contains 66107 members 
Mstep: Class 11 contains 6477 members 
Mstep: Class 12 contains 60533 members 
Mstep: Class 13 contains 5843 members 
Mstep: Class 14 contains 20225 members 
Mstep: Class 15 contains 17100 members 
Mstep: Class 16 contains 14648 members 
Mstep: Class 17 contains 37945 members 
Mstep: Class 18 contains 3716 members 
Mstep: Class 19 contains 5635 members 
Mstep: Class 20 contains 11835 members 
Mstep: Class 21 contains 10017 members 
Mstep: Class 22 contains 9943 members 
Mstep: Class 23 contains 28972 members 
Mstep: Class 24 contains 544744 members 
Mstep: Class 25 contains 62577 members 
Mstep: Class 26 contains 6985 members 
Mstep: Class 27 contains 3433 members 
Mstep: Class 28 contains 69466 members 
Mstep: Class 29 contains 5914 members 
Mstep: Class 30 contains 15399 members 
Mstep: Class 31 contains 3248 members 
Mstep: Class 32 contains 18399 members 
Mstep: Class 33 contains 2732 members 
Entering Unmasked Estep 
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Iteration 189Q: 34 clusters Score -1.11983e+08 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75168 members 
Mstep: Class 2 contains 24195 members 
Mstep: Class 3 contains 3406 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 78410 members 
Mstep: Class 6 contains 154141 members 
Mstep: Class 7 contains 8608 members 
Mstep: Class 8 contains 8395 members 
Mstep: Class 9 contains 75541 members 
Mstep: Class 10 contains 66114 members 
Mstep: Class 11 contains 6474 members 
Mstep: Class 12 contains 60520 members 
Mstep: Class 13 contains 5840 members 
Mstep: Class 14 contains 20252 members 
Mstep: Class 15 contains 17098 members 
Mstep: Class 16 contains 14643 members 
Mstep: Class 17 contains 37956 members 
Mstep: Class 18 contains 3705 members 
Mstep: Class 19 contains 5634 members 
Mstep: Class 20 contains 11835 members 
Mstep: Class 21 contains 10003 members 
Mstep: Class 22 contains 9944 members 
Mstep: Class 23 contains 28971 members 
Mstep: Class 24 contains 544452 members 
Mstep: Class 25 contains 62550 members 
Mstep: Class 26 contains 6979 members 
Mstep: Class 27 contains 3434 members 
Mstep: Class 28 contains 69465 members 
Mstep: Class 29 contains 5914 members 
Mstep: Class 30 contains 15408 members 
Mstep: Class 31 contains 3249 members 
Mstep: Class 32 contains 18483 members 
Mstep: Class 33 contains 2732 members 
Entering Unmasked Estep 
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Iteration 190Q: 34 clusters Score -1.11983e+08 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75158 members 
Mstep: Class 2 contains 24197 members 
Mstep: Class 3 contains 3406 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 78639 members 
Mstep: Class 6 contains 154141 members 
Mstep: Class 7 contains 8608 members 
Mstep: Class 8 contains 8396 members 
Mstep: Class 9 contains 75547 members 
Mstep: Class 10 contains 66114 members 
Mstep: Class 11 contains 6471 members 
Mstep: Class 12 contains 60518 members 
Mstep: Class 13 contains 5840 members 
Mstep: Class 14 contains 20266 members 
Mstep: Class 15 contains 17093 members 
Mstep: Class 16 contains 14636 members 
Mstep: Class 17 contains 37967 members 
Mstep: Class 18 contains 3689 members 
Mstep: Class 19 contains 5634 members 
Mstep: Class 20 contains 11835 members 
Mstep: Class 21 contains 9989 members 
Mstep: Class 22 contains 9948 members 
Mstep: Class 23 contains 28968 members 
Mstep: Class 24 contains 544144 members 
Mstep: Class 25 contains 62527 members 
Mstep: Class 26 contains 6975 members 
Mstep: Class 27 contains 3435 members 
Mstep: Class 28 contains 69468 members 
Mstep: Class 29 contains 5914 members 
Mstep: Class 30 contains 15417 members 
Mstep: Class 31 contains 3250 members 
Mstep: Class 32 contains 18597 members 
Mstep: Class 33 contains 2732 members 
Entering Unmasked Estep 
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Iteration 191Q: 34 clusters Score -1.11983e+08 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75152 members 
Mstep: Class 2 contains 24199 members 
Mstep: Class 3 contains 3406 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 78877 members 
Mstep: Class 6 contains 154143 members 
Mstep: Class 7 contains 8608 members 
Mstep: Class 8 contains 8396 members 
Mstep: Class 9 contains 75560 members 
Mstep: Class 10 contains 66104 members 
Mstep: Class 11 contains 6469 members 
Mstep: Class 12 contains 60508 members 
Mstep: Class 13 contains 5839 members 
Mstep: Class 14 contains 20284 members 
Mstep: Class 15 contains 17090 members 
Mstep: Class 16 contains 14629 members 
Mstep: Class 17 contains 37974 members 
Mstep: Class 18 contains 3674 members 
Mstep: Class 19 contains 5635 members 
Mstep: Class 20 contains 11835 members 
Mstep: Class 21 contains 9978 members 
Mstep: Class 22 contains 9951 members 
Mstep: Class 23 contains 28958 members 
Mstep: Class 24 contains 543825 members 
Mstep: Class 25 contains 62499 members 
Mstep: Class 26 contains 6978 members 
Mstep: Class 27 contains 3435 members 
Mstep: Class 28 contains 69467 members 
Mstep: Class 29 contains 5913 members 
Mstep: Class 30 contains 15435 members 
Mstep: Class 31 contains 3251 members 
Mstep: Class 32 contains 18715 members 
Mstep: Class 33 contains 2732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111983064.000000 Penalty: 116180.585938
Iteration 192Q: 34 clusters Score -1.119831e+08 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75143 members 
Mstep: Class 2 contains 24199 members 
Mstep: Class 3 contains 3404 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 79106 members 
Mstep: Class 6 contains 154140 members 
Mstep: Class 7 contains 8608 members 
Mstep: Class 8 contains 8396 members 
Mstep: Class 9 contains 75562 members 
Mstep: Class 10 contains 66092 members 
Mstep: Class 11 contains 6464 members 
Mstep: Class 12 contains 60510 members 
Mstep: Class 13 contains 5840 members 
Mstep: Class 14 contains 20306 members 
Mstep: Class 15 contains 17086 members 
Mstep: Class 16 contains 14622 members 
Mstep: Class 17 contains 37973 members 
Mstep: Class 18 contains 3657 members 
Mstep: Class 19 contains 5636 members 
Mstep: Class 20 contains 11835 members 
Mstep: Class 21 contains 9973 members 
Mstep: Class 22 contains 9952 members 
Mstep: Class 23 contains 28955 members 
Mstep: Class 24 contains 543518 members 
Mstep: Class 25 contains 62476 members 
Mstep: Class 26 contains 6977 members 
Mstep: Class 27 contains 3435 members 
Mstep: Class 28 contains 69458 members 
Mstep: Class 29 contains 5912 members 
Mstep: Class 30 contains 15449 members 
Mstep: Class 31 contains 3250 members 
Mstep: Class 32 contains 18853 members 
Mstep: Class 33 contains 2732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111983032.000000 Penalty: 116180.585938
Iteration 193Q: 34 clusters Score -1.11983e+08 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75138 members 
Mstep: Class 2 contains 24200 members 
Mstep: Class 3 contains 3405 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 79329 members 
Mstep: Class 6 contains 154138 members 
Mstep: Class 7 contains 8608 members 
Mstep: Class 8 contains 8396 members 
Mstep: Class 9 contains 75564 members 
Mstep: Class 10 contains 66082 members 
Mstep: Class 11 contains 6462 members 
Mstep: Class 12 contains 60507 members 
Mstep: Class 13 contains 5837 members 
Mstep: Class 14 contains 20324 members 
Mstep: Class 15 contains 17081 members 
Mstep: Class 16 contains 14610 members 
Mstep: Class 17 contains 37972 members 
Mstep: Class 18 contains 3638 members 
Mstep: Class 19 contains 5636 members 
Mstep: Class 20 contains 11835 members 
Mstep: Class 21 contains 9967 members 
Mstep: Class 22 contains 9954 members 
Mstep: Class 23 contains 28951 members 
Mstep: Class 24 contains 543213 members 
Mstep: Class 25 contains 62461 members 
Mstep: Class 26 contains 6977 members 
Mstep: Class 27 contains 3436 members 
Mstep: Class 28 contains 69456 members 
Mstep: Class 29 contains 5912 members 
Mstep: Class 30 contains 15471 members 
Mstep: Class 31 contains 3251 members 
Mstep: Class 32 contains 18976 members 
Mstep: Class 33 contains 2732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111983024.000000 Penalty: 116180.585938
Iteration 194Q: 34 clusters Score -1.11983e+08 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75134 members 
Mstep: Class 2 contains 24195 members 
Mstep: Class 3 contains 3406 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 79514 members 
Mstep: Class 6 contains 154133 members 
Mstep: Class 7 contains 8608 members 
Mstep: Class 8 contains 8396 members 
Mstep: Class 9 contains 75565 members 
Mstep: Class 10 contains 66092 members 
Mstep: Class 11 contains 6459 members 
Mstep: Class 12 contains 60505 members 
Mstep: Class 13 contains 5835 members 
Mstep: Class 14 contains 20342 members 
Mstep: Class 15 contains 17073 members 
Mstep: Class 16 contains 14600 members 
Mstep: Class 17 contains 37970 members 
Mstep: Class 18 contains 3619 members 
Mstep: Class 19 contains 5636 members 
Mstep: Class 20 contains 11835 members 
Mstep: Class 21 contains 9961 members 
Mstep: Class 22 contains 9957 members 
Mstep: Class 23 contains 28939 members 
Mstep: Class 24 contains 542980 members 
Mstep: Class 25 contains 62432 members 
Mstep: Class 26 contains 6975 members 
Mstep: Class 27 contains 3436 members 
Mstep: Class 28 contains 69463 members 
Mstep: Class 29 contains 5912 members 
Mstep: Class 30 contains 15481 members 
Mstep: Class 31 contains 3250 members 
Mstep: Class 32 contains 19084 members 
Mstep: Class 33 contains 2732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111983008.000000 Penalty: 116180.585938
Iteration 195Q: 34 clusters Score -1.11983e+08 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75129 members 
Mstep: Class 2 contains 24192 members 
Mstep: Class 3 contains 3407 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 79695 members 
Mstep: Class 6 contains 154132 members 
Mstep: Class 7 contains 8608 members 
Mstep: Class 8 contains 8396 members 
Mstep: Class 9 contains 75570 members 
Mstep: Class 10 contains 66069 members 
Mstep: Class 11 contains 6457 members 
Mstep: Class 12 contains 60505 members 
Mstep: Class 13 contains 5834 members 
Mstep: Class 14 contains 20361 members 
Mstep: Class 15 contains 17067 members 
Mstep: Class 16 contains 14591 members 
Mstep: Class 17 contains 37974 members 
Mstep: Class 18 contains 3602 members 
Mstep: Class 19 contains 5636 members 
Mstep: Class 20 contains 11835 members 
Mstep: Class 21 contains 9957 members 
Mstep: Class 22 contains 9956 members 
Mstep: Class 23 contains 28929 members 
Mstep: Class 24 contains 542758 members 
Mstep: Class 25 contains 62404 members 
Mstep: Class 26 contains 6973 members 
Mstep: Class 27 contains 3436 members 
Mstep: Class 28 contains 69466 members 
Mstep: Class 29 contains 5913 members 
Mstep: Class 30 contains 15496 members 
Mstep: Class 31 contains 3251 members 
Mstep: Class 32 contains 19188 members 
Mstep: Class 33 contains 2732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111983016.000000 Penalty: 116180.585938
Iteration 196Q: 34 clusters Score -1.11983e+08 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75124 members 
Mstep: Class 2 contains 24186 members 
Mstep: Class 3 contains 3405 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 79900 members 
Mstep: Class 6 contains 154129 members 
Mstep: Class 7 contains 8608 members 
Mstep: Class 8 contains 8396 members 
Mstep: Class 9 contains 75571 members 
Mstep: Class 10 contains 66051 members 
Mstep: Class 11 contains 6455 members 
Mstep: Class 12 contains 60506 members 
Mstep: Class 13 contains 5832 members 
Mstep: Class 14 contains 20373 members 
Mstep: Class 15 contains 17068 members 
Mstep: Class 16 contains 14592 members 
Mstep: Class 17 contains 37976 members 
Mstep: Class 18 contains 3587 members 
Mstep: Class 19 contains 5635 members 
Mstep: Class 20 contains 11835 members 
Mstep: Class 21 contains 9956 members 
Mstep: Class 22 contains 9956 members 
Mstep: Class 23 contains 28918 members 
Mstep: Class 24 contains 542510 members 
Mstep: Class 25 contains 62375 members 
Mstep: Class 26 contains 6971 members 
Mstep: Class 27 contains 3436 members 
Mstep: Class 28 contains 69469 members 
Mstep: Class 29 contains 5913 members 
Mstep: Class 30 contains 15508 members 
Mstep: Class 31 contains 3254 members 
Mstep: Class 32 contains 19292 members 
Mstep: Class 33 contains 2732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111983096.000000 Penalty: 116180.585938
Iteration 197Q: 34 clusters Score -1.119831e+08 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75118 members 
Mstep: Class 2 contains 24184 members 
Mstep: Class 3 contains 3401 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 80108 members 
Mstep: Class 6 contains 154127 members 
Mstep: Class 7 contains 8608 members 
Mstep: Class 8 contains 8396 members 
Mstep: Class 9 contains 75577 members 
Mstep: Class 10 contains 66025 members 
Mstep: Class 11 contains 6454 members 
Mstep: Class 12 contains 60504 members 
Mstep: Class 13 contains 5831 members 
Mstep: Class 14 contains 20388 members 
Mstep: Class 15 contains 17066 members 
Mstep: Class 16 contains 14594 members 
Mstep: Class 17 contains 37989 members 
Mstep: Class 18 contains 3557 members 
Mstep: Class 19 contains 5635 members 
Mstep: Class 20 contains 11835 members 
Mstep: Class 21 contains 9954 members 
Mstep: Class 22 contains 9956 members 
Mstep: Class 23 contains 28911 members 
Mstep: Class 24 contains 542271 members 
Mstep: Class 25 contains 62352 members 
Mstep: Class 26 contains 6974 members 
Mstep: Class 27 contains 3436 members 
Mstep: Class 28 contains 69468 members 
Mstep: Class 29 contains 5913 members 
Mstep: Class 30 contains 15525 members 
Mstep: Class 31 contains 3256 members 
Mstep: Class 32 contains 19374 members 
Mstep: Class 33 contains 2732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111983312.000000 Penalty: 116180.585938
Iteration 198Q: 34 clusters Score -1.119833e+08 nChanged 622
Entering ConstructFrom: 
Score: -111983312.000000 Penalty: 116180.585938
Entering ConstructFrom: 
Trying to split cluster 1 (75115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75115 members 
Entering Unmasked Estep 
Score: -6059067.000000 Penalty: 2784.240234
	Iteration 0F: 2 clusters Score -6059067 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37632 members 
Mstep: Class 2 contains 37483 members 
Entering Unmasked Estep 
Score: -6008683.500000 Penalty: 5568.480469
	Iteration 0F: 3 clusters Score -6008684 nChanged 35234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39358 members 
Mstep: Class 2 contains 35757 members 
Entering Unmasked Estep 
Score: -6029122.500000 Penalty: 5568.480469
	Iteration 1F: 3 clusters Score -6029122 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40739 members 
Mstep: Class 2 contains 34376 members 
Entering Unmasked Estep 
Score: -6030653.500000 Penalty: 5568.480469
	Iteration 2Q: 3 clusters Score -6030654 nChanged 4315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42844 members 
Mstep: Class 2 contains 32271 members 
Entering Unmasked Estep 
Score: -6033039.000000 Penalty: 5568.480469
	Iteration 3F: 3 clusters Score -6033039 nChanged 5254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45922 members 
Mstep: Class 2 contains 29193 members 
Entering Unmasked Estep 
Score: -6036470.500000 Penalty: 5568.480469
	Iteration 4F: 3 clusters Score -6036470 nChanged 5875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49779 members 
Mstep: Class 2 contains 25336 members 
Entering Unmasked Estep 
Score: -6040508.000000 Penalty: 5568.480469
	Iteration 5F: 3 clusters Score -6040508 nChanged 5400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53767 members 
Mstep: Class 2 contains 21348 members 
Entering Unmasked Estep 
Score: -6044078.500000 Penalty: 5568.480469
	Iteration 6F: 3 clusters Score -6044078 nChanged 4575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57584 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -6047018.000000 Penalty: 5568.480469
	Iteration 7F: 3 clusters Score -6047018 nChanged 3825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61171 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -6049487.500000 Penalty: 5568.480469
	Iteration 8F: 3 clusters Score -6049488 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64289 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -6051597.000000 Penalty: 5568.480469
	Iteration 9Q: 3 clusters Score -6051597 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66918 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -6053351.000000 Penalty: 5568.480469
	Iteration 10Q: 3 clusters Score -6053351 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68976 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -6054744.500000 Penalty: 5568.480469
	Iteration 11Q: 3 clusters Score -6054744 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70531 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -6055735.000000 Penalty: 5568.480469
	Iteration 12Q: 3 clusters Score -6055735 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71551 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -6056354.500000 Penalty: 5568.480469
	Iteration 13Q: 3 clusters Score -6056354 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72241 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -6056708.500000 Penalty: 5568.480469
	Iteration 14Q: 3 clusters Score -6056708 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72703 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -6056926.000000 Penalty: 5568.480469
	Iteration 15Q: 3 clusters Score -6056926 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72995 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -6057074.000000 Penalty: 5568.480469
	Iteration 16Q: 3 clusters Score -6057074 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73186 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -6057188.500000 Penalty: 5568.480469
	Iteration 17Q: 3 clusters Score -6057188 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73328 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -6057246.000000 Penalty: 5568.480469
	Iteration 18Q: 3 clusters Score -6057246 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73423 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -6057287.000000 Penalty: 5568.480469
	Iteration 19Q: 3 clusters Score -6057287 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73500 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -6057298.500000 Penalty: 5568.480469
	Iteration 20F: 3 clusters Score -6057298 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73554 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -6057310.500000 Penalty: 5568.480469
	Iteration 21Q: 3 clusters Score -6057310 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73589 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -6057328.500000 Penalty: 5568.480469
	Iteration 22Q: 3 clusters Score -6057328 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73621 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -6057342.000000 Penalty: 5568.480469
	Iteration 23Q: 3 clusters Score -6057342 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73638 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -6057364.500000 Penalty: 5568.480469
	Iteration 24Q: 3 clusters Score -6057364 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73654 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -6057359.500000 Penalty: 5568.480469
	Iteration 25Q: 3 clusters Score -6057360 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73661 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -6057359.500000 Penalty: 5568.480469
	Iteration 26Q: 3 clusters Score -6057360 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73673 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -6057361.500000 Penalty: 5568.480469
	Iteration 27Q: 3 clusters Score -6057362 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73682 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -6057365.500000 Penalty: 5568.480469
	Iteration 28Q: 3 clusters Score -6057366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73688 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -6057364.000000 Penalty: 5568.480469
	Iteration 29Q: 3 clusters Score -6057364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73689 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -6057364.500000 Penalty: 5568.480469
	Iteration 30Q: 3 clusters Score -6057364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73691 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -6057367.500000 Penalty: 5568.480469
	Iteration 31Q: 3 clusters Score -6057368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73694 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -6057363.500000 Penalty: 5568.480469
	Iteration 32Q: 3 clusters Score -6057364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73696 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -6057370.000000 Penalty: 5568.480469
	Iteration 33Q: 3 clusters Score -6057370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73701 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -6057360.500000 Penalty: 5568.480469
	Iteration 34Q: 3 clusters Score -6057360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73706 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -6057367.500000 Penalty: 5568.480469
	Iteration 35Q: 3 clusters Score -6057368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73707 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -6057367.500000 Penalty: 5568.480469
	Iteration 36Q: 3 clusters Score -6057368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73708 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -6057367.500000 Penalty: 5568.480469
	Iteration 37Q: 3 clusters Score -6057368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73711 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -6057370.000000 Penalty: 5568.480469
	Iteration 38Q: 3 clusters Score -6057370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73711 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -6057377.000000 Penalty: 5568.480469
	Iteration 39Q: 3 clusters Score -6057377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73712 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -6057374.000000 Penalty: 5568.480469
	Iteration 40F: 3 clusters Score -6057374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73715 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -6057368.500000 Penalty: 5568.480469
	Iteration 41Q: 3 clusters Score -6057368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73717 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -6057370.000000 Penalty: 5568.480469
	Iteration 42Q: 3 clusters Score -6057370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73718 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -6057368.000000 Penalty: 5568.480469
	Iteration 43Q: 3 clusters Score -6057368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73720 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -6057371.000000 Penalty: 5568.480469
	Iteration 44Q: 3 clusters Score -6057371 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73721 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -6057365.000000 Penalty: 5568.480469
	Iteration 45Q: 3 clusters Score -6057365 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73723 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -6057364.000000 Penalty: 5568.480469
	Iteration 46Q: 3 clusters Score -6057364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73726 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -6057374.000000 Penalty: 5568.480469
	Iteration 47Q: 3 clusters Score -6057374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73727 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -6057376.000000 Penalty: 5568.480469
	Iteration 48Q: 3 clusters Score -6057376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73728 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -6057379.000000 Penalty: 5568.480469
	Iteration 49Q: 3 clusters Score -6057379 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73729 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -6057377.500000 Penalty: 5568.480469
	Iteration 50Q: 3 clusters Score -6057378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73728 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -6057381.500000 Penalty: 5568.480469
	Iteration 51Q: 3 clusters Score -6057382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73728 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -6057375.000000 Penalty: 5568.480469
	Iteration 52Q: 3 clusters Score -6057375 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73731 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -6057381.000000 Penalty: 5568.480469
	Iteration 53Q: 3 clusters Score -6057381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73733 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -6057376.000000 Penalty: 5568.480469
	Iteration 54Q: 3 clusters Score -6057376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73733 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -6057376.000000 Penalty: 5568.480469
	Iteration 55F: 3 clusters Score -6057376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (24185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24185 members 
Entering Unmasked Estep 
Score: -1905199.375000 Penalty: 2503.185059
	Iteration 0F: 2 clusters Score -1905199 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -1888445.875000 Penalty: 5006.370117
	Iteration 0F: 3 clusters Score -1888446 nChanged 10663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -1894257.625000 Penalty: 5006.370117
	Iteration 1F: 3 clusters Score -1894258 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -1894788.750000 Penalty: 5006.370117
	Iteration 2F: 3 clusters Score -1894789 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -1895336.125000 Penalty: 5006.370117
	Iteration 3F: 3 clusters Score -1895336 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -1895909.500000 Penalty: 5006.370117
	Iteration 4Q: 3 clusters Score -1895910 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -1896556.250000 Penalty: 5006.370117
	Iteration 5Q: 3 clusters Score -1896556 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -1897315.625000 Penalty: 5006.370117
	Iteration 6F: 3 clusters Score -1897316 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -1898037.125000 Penalty: 5006.370117
	Iteration 7F: 3 clusters Score -1898037 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -1898712.500000 Penalty: 5006.370117
	Iteration 8Q: 3 clusters Score -1898712 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -1899258.500000 Penalty: 5006.370117
	Iteration 9Q: 3 clusters Score -1899258 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -1899698.875000 Penalty: 5006.370117
	Iteration 10Q: 3 clusters Score -1899699 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1900055.375000 Penalty: 5006.370117
	Iteration 11Q: 3 clusters Score -1900055 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17117 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1900345.875000 Penalty: 5006.370117
	Iteration 12Q: 3 clusters Score -1900346 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17557 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1900580.250000 Penalty: 5006.370117
	Iteration 13Q: 3 clusters Score -1900580 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17948 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1900767.625000 Penalty: 5006.370117
	Iteration 14Q: 3 clusters Score -1900768 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18335 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1900936.250000 Penalty: 5006.370117
	Iteration 15Q: 3 clusters Score -1900936 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18724 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1901108.250000 Penalty: 5006.370117
	Iteration 16Q: 3 clusters Score -1901108 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19131 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1901284.375000 Penalty: 5006.370117
	Iteration 17Q: 3 clusters Score -1901284 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19529 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1901468.125000 Penalty: 5006.370117
	Iteration 18Q: 3 clusters Score -1901468 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19925 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1901633.375000 Penalty: 5006.370117
	Iteration 19Q: 3 clusters Score -1901633 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20263 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1901766.000000 Penalty: 5006.370117
	Iteration 20F: 3 clusters Score -1901766 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20558 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1901883.500000 Penalty: 5006.370117
	Iteration 21Q: 3 clusters Score -1901884 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20849 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1901995.875000 Penalty: 5006.370117
	Iteration 22Q: 3 clusters Score -1901996 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21139 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1902102.000000 Penalty: 5006.370117
	Iteration 23Q: 3 clusters Score -1902102 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21395 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1902210.750000 Penalty: 5006.370117
	Iteration 24Q: 3 clusters Score -1902211 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21628 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1902317.625000 Penalty: 5006.370117
	Iteration 25Q: 3 clusters Score -1902318 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21855 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1902427.750000 Penalty: 5006.370117
	Iteration 26Q: 3 clusters Score -1902428 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22092 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1902550.750000 Penalty: 5006.370117
	Iteration 27Q: 3 clusters Score -1902551 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22287 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1902644.625000 Penalty: 5006.370117
	Iteration 28Q: 3 clusters Score -1902645 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22448 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1902721.750000 Penalty: 5006.370117
	Iteration 29Q: 3 clusters Score -1902722 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22594 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1902801.625000 Penalty: 5006.370117
	Iteration 30Q: 3 clusters Score -1902802 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22707 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1902855.000000 Penalty: 5006.370117
	Iteration 31Q: 3 clusters Score -1902855 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22797 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1902899.375000 Penalty: 5006.370117
	Iteration 32Q: 3 clusters Score -1902899 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22867 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1902928.500000 Penalty: 5006.370117
	Iteration 33Q: 3 clusters Score -1902928 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22917 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1902953.125000 Penalty: 5006.370117
	Iteration 34Q: 3 clusters Score -1902953 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22967 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1902979.125000 Penalty: 5006.370117
	Iteration 35Q: 3 clusters Score -1902979 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23001 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1902991.000000 Penalty: 5006.370117
	Iteration 36Q: 3 clusters Score -1902991 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23027 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1903000.375000 Penalty: 5006.370117
	Iteration 37Q: 3 clusters Score -1903000 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23048 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1903012.625000 Penalty: 5006.370117
	Iteration 38Q: 3 clusters Score -1903013 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23067 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1903019.875000 Penalty: 5006.370117
	Iteration 39Q: 3 clusters Score -1903020 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23084 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1903023.625000 Penalty: 5006.370117
	Iteration 40F: 3 clusters Score -1903024 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23100 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1903025.375000 Penalty: 5006.370117
	Iteration 41Q: 3 clusters Score -1903025 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23111 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1903033.000000 Penalty: 5006.370117
	Iteration 42Q: 3 clusters Score -1903033 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23122 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1903039.750000 Penalty: 5006.370117
	Iteration 43Q: 3 clusters Score -1903040 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23138 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1903048.125000 Penalty: 5006.370117
	Iteration 44Q: 3 clusters Score -1903048 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23149 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1903052.750000 Penalty: 5006.370117
	Iteration 45Q: 3 clusters Score -1903053 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23161 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1903059.000000 Penalty: 5006.370117
	Iteration 46Q: 3 clusters Score -1903059 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23171 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1903060.625000 Penalty: 5006.370117
	Iteration 47Q: 3 clusters Score -1903061 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23185 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1903067.750000 Penalty: 5006.370117
	Iteration 48Q: 3 clusters Score -1903068 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23195 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1903071.125000 Penalty: 5006.370117
	Iteration 49Q: 3 clusters Score -1903071 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23204 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1903075.125000 Penalty: 5006.370117
	Iteration 50Q: 3 clusters Score -1903075 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23212 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1903078.000000 Penalty: 5006.370117
	Iteration 51Q: 3 clusters Score -1903078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23217 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1903077.875000 Penalty: 5006.370117
	Iteration 52Q: 3 clusters Score -1903078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23218 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1903082.000000 Penalty: 5006.370117
	Iteration 53Q: 3 clusters Score -1903082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23223 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1903085.625000 Penalty: 5006.370117
	Iteration 54Q: 3 clusters Score -1903086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23223 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1903087.000000 Penalty: 5006.370117
	Iteration 55Q: 3 clusters Score -1903087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23225 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1903086.750000 Penalty: 5006.370117
	Iteration 56Q: 3 clusters Score -1903087 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23230 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1903090.000000 Penalty: 5006.370117
	Iteration 57Q: 3 clusters Score -1903090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23233 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1903090.000000 Penalty: 5006.370117
	Iteration 58Q: 3 clusters Score -1903090 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23241 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1903097.000000 Penalty: 5006.370117
	Iteration 59Q: 3 clusters Score -1903097 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23248 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1903100.375000 Penalty: 5006.370117
	Iteration 60F: 3 clusters Score -1903100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23252 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1903105.375000 Penalty: 5006.370117
	Iteration 61Q: 3 clusters Score -1903105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23255 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1903107.625000 Penalty: 5006.370117
	Iteration 62Q: 3 clusters Score -1903108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23259 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1903108.625000 Penalty: 5006.370117
	Iteration 63Q: 3 clusters Score -1903109 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23265 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1903109.500000 Penalty: 5006.370117
	Iteration 64Q: 3 clusters Score -1903110 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23272 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1903112.625000 Penalty: 5006.370117
	Iteration 65Q: 3 clusters Score -1903113 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23281 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1903115.750000 Penalty: 5006.370117
	Iteration 66Q: 3 clusters Score -1903116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23288 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1903120.125000 Penalty: 5006.370117
	Iteration 67Q: 3 clusters Score -1903120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23289 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1903120.875000 Penalty: 5006.370117
	Iteration 68Q: 3 clusters Score -1903121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23290 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1903120.875000 Penalty: 5006.370117
	Iteration 69Q: 3 clusters Score -1903121 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23290 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1903120.875000 Penalty: 5006.370117
	Iteration 70F: 3 clusters Score -1903121 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Entering Unmasked Estep 
Score: -220492.468750 Penalty: 2016.546753
	Iteration 0F: 2 clusters Score -220492.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -216997.812500 Penalty: 4033.093506
	Iteration 0F: 3 clusters Score -216997.8 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -217833.687500 Penalty: 4033.093506
	Iteration 1F: 3 clusters Score -217833.7 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -218188.125000 Penalty: 4033.093506
	Iteration 2F: 3 clusters Score -218188.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -218489.265625 Penalty: 4033.093506
	Iteration 3F: 3 clusters Score -218489.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -218764.390625 Penalty: 4033.093506
	Iteration 4F: 3 clusters Score -218764.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -219053.015625 Penalty: 4033.093506
	Iteration 5F: 3 clusters Score -219053 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -219271.359375 Penalty: 4033.093506
	Iteration 6F: 3 clusters Score -219271.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -219442.000000 Penalty: 4033.093506
	Iteration 7Q: 3 clusters Score -219442 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -219532.812500 Penalty: 4033.093506
	Iteration 8Q: 3 clusters Score -219532.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -219612.953125 Penalty: 4033.093506
	Iteration 9Q: 3 clusters Score -219613 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -219681.484375 Penalty: 4033.093506
	Iteration 10Q: 3 clusters Score -219681.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -219717.812500 Penalty: 4033.093506
	Iteration 11Q: 3 clusters Score -219717.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -219740.531250 Penalty: 4033.093506
	Iteration 12Q: 3 clusters Score -219740.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -219756.234375 Penalty: 4033.093506
	Iteration 13Q: 3 clusters Score -219756.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -219769.640625 Penalty: 4033.093506
	Iteration 14Q: 3 clusters Score -219769.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -219781.140625 Penalty: 4033.093506
	Iteration 15Q: 3 clusters Score -219781.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -219789.468750 Penalty: 4033.093506
	Iteration 16Q: 3 clusters Score -219789.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -219794.406250 Penalty: 4033.093506
	Iteration 17Q: 3 clusters Score -219794.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -219798.937500 Penalty: 4033.093506
	Iteration 18Q: 3 clusters Score -219798.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -219800.953125 Penalty: 4033.093506
	Iteration 19Q: 3 clusters Score -219801 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -219802.546875 Penalty: 4033.093506
	Iteration 20F: 3 clusters Score -219802.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -219804.140625 Penalty: 4033.093506
	Iteration 21Q: 3 clusters Score -219804.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -219806.843750 Penalty: 4033.093506
	Iteration 22Q: 3 clusters Score -219806.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -219809.312500 Penalty: 4033.093506
	Iteration 23Q: 3 clusters Score -219809.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -219812.171875 Penalty: 4033.093506
	Iteration 24Q: 3 clusters Score -219812.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -219813.484375 Penalty: 4033.093506
	Iteration 25Q: 3 clusters Score -219813.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -219814.468750 Penalty: 4033.093506
	Iteration 26Q: 3 clusters Score -219814.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -219814.843750 Penalty: 4033.093506
	Iteration 27Q: 3 clusters Score -219814.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -219814.843750 Penalty: 4033.093506
	Iteration 28F: 3 clusters Score -219814.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Entering Unmasked Estep 
Score: -274494.906250 Penalty: 2028.163330
	Iteration 0F: 2 clusters Score -274494.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -270872.187500 Penalty: 4056.326660
	Iteration 0F: 3 clusters Score -270872.2 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -271637.156250 Penalty: 4056.326660
	Iteration 1F: 3 clusters Score -271637.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -271836.875000 Penalty: 4056.326660
	Iteration 2F: 3 clusters Score -271836.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -271945.000000 Penalty: 4056.326660
	Iteration 3Q: 3 clusters Score -271945 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -272056.250000 Penalty: 4056.326660
	Iteration 4Q: 3 clusters Score -272056.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -272160.187500 Penalty: 4056.326660
	Iteration 5Q: 3 clusters Score -272160.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -272242.000000 Penalty: 4056.326660
	Iteration 6Q: 3 clusters Score -272242 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -272315.687500 Penalty: 4056.326660
	Iteration 7Q: 3 clusters Score -272315.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -272383.437500 Penalty: 4056.326660
	Iteration 8Q: 3 clusters Score -272383.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -272454.093750 Penalty: 4056.326660
	Iteration 9Q: 3 clusters Score -272454.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -272532.656250 Penalty: 4056.326660
	Iteration 10Q: 3 clusters Score -272532.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -272618.781250 Penalty: 4056.326660
	Iteration 11Q: 3 clusters Score -272618.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -272722.156250 Penalty: 4056.326660
	Iteration 12Q: 3 clusters Score -272722.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -272818.625000 Penalty: 4056.326660
	Iteration 13Q: 3 clusters Score -272818.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -272899.062500 Penalty: 4056.326660
	Iteration 14Q: 3 clusters Score -272899.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -272968.000000 Penalty: 4056.326660
	Iteration 15Q: 3 clusters Score -272968 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -273017.906250 Penalty: 4056.326660
	Iteration 16Q: 3 clusters Score -273017.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -273051.781250 Penalty: 4056.326660
	Iteration 17Q: 3 clusters Score -273051.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -273074.093750 Penalty: 4056.326660
	Iteration 18Q: 3 clusters Score -273074.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -273089.500000 Penalty: 4056.326660
	Iteration 19Q: 3 clusters Score -273089.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -273106.750000 Penalty: 4056.326660
	Iteration 20F: 3 clusters Score -273106.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -273123.093750 Penalty: 4056.326660
	Iteration 21Q: 3 clusters Score -273123.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -273139.156250 Penalty: 4056.326660
	Iteration 22Q: 3 clusters Score -273139.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -273150.593750 Penalty: 4056.326660
	Iteration 23Q: 3 clusters Score -273150.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -273159.406250 Penalty: 4056.326660
	Iteration 24Q: 3 clusters Score -273159.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -273168.687500 Penalty: 4056.326660
	Iteration 25Q: 3 clusters Score -273168.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -273170.406250 Penalty: 4056.326660
	Iteration 26Q: 3 clusters Score -273170.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -273173.125000 Penalty: 4056.326660
	Iteration 27Q: 3 clusters Score -273173.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -273175.937500 Penalty: 4056.326660
	Iteration 28Q: 3 clusters Score -273175.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -273178.781250 Penalty: 4056.326660
	Iteration 29Q: 3 clusters Score -273178.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -273180.343750 Penalty: 4056.326660
	Iteration 30Q: 3 clusters Score -273180.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -273183.281250 Penalty: 4056.326660
	Iteration 31Q: 3 clusters Score -273183.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -273185.125000 Penalty: 4056.326660
	Iteration 32Q: 3 clusters Score -273185.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -273187.000000 Penalty: 4056.326660
	Iteration 33Q: 3 clusters Score -273187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -273188.281250 Penalty: 4056.326660
	Iteration 34Q: 3 clusters Score -273188.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -273190.000000 Penalty: 4056.326660
	Iteration 35Q: 3 clusters Score -273190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -273190.562500 Penalty: 4056.326660
	Iteration 36Q: 3 clusters Score -273190.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -273192.125000 Penalty: 4056.326660
	Iteration 37Q: 3 clusters Score -273192.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -273192.125000 Penalty: 4056.326660
	Iteration 38F: 3 clusters Score -273192.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (80349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80349 members 
Entering Unmasked Estep 
Score: -6470689.000000 Penalty: 2800.945557
	Iteration 0F: 2 clusters Score -6470689 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40358 members 
Mstep: Class 2 contains 39991 members 
Entering Unmasked Estep 
Score: -6416689.500000 Penalty: 5601.891113
	Iteration 0F: 3 clusters Score -6416690 nChanged 37627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43011 members 
Mstep: Class 2 contains 37338 members 
Entering Unmasked Estep 
Score: -6438441.500000 Penalty: 5601.891113
	Iteration 1F: 3 clusters Score -6438442 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44868 members 
Mstep: Class 2 contains 35481 members 
Entering Unmasked Estep 
Score: -6439498.500000 Penalty: 5601.891113
	Iteration 2Q: 3 clusters Score -6439498 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47577 members 
Mstep: Class 2 contains 32772 members 
Entering Unmasked Estep 
Score: -6441060.500000 Penalty: 5601.891113
	Iteration 3Q: 3 clusters Score -6441060 nChanged 4550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51421 members 
Mstep: Class 2 contains 28928 members 
Entering Unmasked Estep 
Score: -6443410.000000 Penalty: 5601.891113
	Iteration 4F: 3 clusters Score -6443410 nChanged 5425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56360 members 
Mstep: Class 2 contains 23989 members 
Entering Unmasked Estep 
Score: -6446968.500000 Penalty: 5601.891113
	Iteration 5F: 3 clusters Score -6446968 nChanged 6137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62185 members 
Mstep: Class 2 contains 18164 members 
Entering Unmasked Estep 
Score: -6451843.000000 Penalty: 5601.891113
	Iteration 6F: 3 clusters Score -6451843 nChanged 6127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68170 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -6457416.500000 Penalty: 5601.891113
	Iteration 7F: 3 clusters Score -6457416 nChanged 4937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73067 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -6461993.000000 Penalty: 5601.891113
	Iteration 8F: 3 clusters Score -6461993 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76309 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -6465023.000000 Penalty: 5601.891113
	Iteration 9Q: 3 clusters Score -6465023 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78164 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -6466733.000000 Penalty: 5601.891113
	Iteration 10Q: 3 clusters Score -6466733 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79027 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -6467426.000000 Penalty: 5601.891113
	Iteration 11Q: 3 clusters Score -6467426 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79435 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -6467750.000000 Penalty: 5601.891113
	Iteration 12Q: 3 clusters Score -6467750 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79624 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -6467887.500000 Penalty: 5601.891113
	Iteration 13Q: 3 clusters Score -6467888 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79740 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -6468021.000000 Penalty: 5601.891113
	Iteration 14Q: 3 clusters Score -6468021 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79802 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -6468085.500000 Penalty: 5601.891113
	Iteration 15Q: 3 clusters Score -6468086 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79831 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -6468100.500000 Penalty: 5601.891113
	Iteration 16Q: 3 clusters Score -6468100 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79851 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -6468137.000000 Penalty: 5601.891113
	Iteration 17Q: 3 clusters Score -6468137 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79876 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -6468160.000000 Penalty: 5601.891113
	Iteration 18Q: 3 clusters Score -6468160 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79898 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -6468197.000000 Penalty: 5601.891113
	Iteration 19Q: 3 clusters Score -6468197 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79912 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -6468212.500000 Penalty: 5601.891113
	Iteration 20F: 3 clusters Score -6468212 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79918 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -6468222.500000 Penalty: 5601.891113
	Iteration 21Q: 3 clusters Score -6468222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79926 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -6468230.000000 Penalty: 5601.891113
	Iteration 22Q: 3 clusters Score -6468230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79932 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -6468237.000000 Penalty: 5601.891113
	Iteration 23Q: 3 clusters Score -6468237 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79936 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -6468246.500000 Penalty: 5601.891113
	Iteration 24Q: 3 clusters Score -6468246 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79941 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -6468255.000000 Penalty: 5601.891113
	Iteration 25Q: 3 clusters Score -6468255 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79948 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -6468280.500000 Penalty: 5601.891113
	Iteration 26Q: 3 clusters Score -6468280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79954 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -6468284.500000 Penalty: 5601.891113
	Iteration 27Q: 3 clusters Score -6468284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79956 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -6468294.000000 Penalty: 5601.891113
	Iteration 28Q: 3 clusters Score -6468294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79960 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -6468296.500000 Penalty: 5601.891113
	Iteration 29Q: 3 clusters Score -6468296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79962 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -6468299.500000 Penalty: 5601.891113
	Iteration 30Q: 3 clusters Score -6468300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79963 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -6468302.000000 Penalty: 5601.891113
	Iteration 31Q: 3 clusters Score -6468302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79964 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -6468299.000000 Penalty: 5601.891113
	Iteration 32Q: 3 clusters Score -6468299 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79964 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -6468299.000000 Penalty: 5601.891113
	Iteration 33F: 3 clusters Score -6468299 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (154128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154128 members 
Entering Unmasked Estep 
Score: -12340614.000000 Penalty: 2962.493652
	Iteration 0F: 2 clusters Score -1.234061e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77292 members 
Mstep: Class 2 contains 76836 members 
Entering Unmasked Estep 
Score: -12237518.000000 Penalty: 5924.987305
	Iteration 0F: 3 clusters Score -1.223752e+07 nChanged 73577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81581 members 
Mstep: Class 2 contains 72547 members 
Entering Unmasked Estep 
Score: -12280143.000000 Penalty: 5924.987305
	Iteration 1F: 3 clusters Score -1.228014e+07 nChanged 5462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84825 members 
Mstep: Class 2 contains 69303 members 
Entering Unmasked Estep 
Score: -12281880.000000 Penalty: 5924.987305
	Iteration 2Q: 3 clusters Score -1.228188e+07 nChanged 7175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89998 members 
Mstep: Class 2 contains 64130 members 
Entering Unmasked Estep 
Score: -12284946.000000 Penalty: 5924.987305
	Iteration 3Q: 3 clusters Score -1.228495e+07 nChanged 9933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98021 members 
Mstep: Class 2 contains 56107 members 
Entering Unmasked Estep 
Score: -12291094.000000 Penalty: 5924.987305
	Iteration 4F: 3 clusters Score -1.229109e+07 nChanged 12585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108596 members 
Mstep: Class 2 contains 45532 members 
Entering Unmasked Estep 
Score: -12300761.000000 Penalty: 5924.987305
	Iteration 5F: 3 clusters Score -1.230076e+07 nChanged 13371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120131 members 
Mstep: Class 2 contains 33997 members 
Entering Unmasked Estep 
Score: -12311871.000000 Penalty: 5924.987305
	Iteration 6F: 3 clusters Score -1.231187e+07 nChanged 11198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130029 members 
Mstep: Class 2 contains 24099 members 
Entering Unmasked Estep 
Score: -12320934.000000 Penalty: 5924.987305
	Iteration 7F: 3 clusters Score -1.232093e+07 nChanged 8000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137305 members 
Mstep: Class 2 contains 16823 members 
Entering Unmasked Estep 
Score: -12326876.000000 Penalty: 5924.987305
	Iteration 8F: 3 clusters Score -1.232688e+07 nChanged 5479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142528 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -12330807.000000 Penalty: 5924.987305
	Iteration 9Q: 3 clusters Score -1.233081e+07 nChanged 3792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146250 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -12333440.000000 Penalty: 5924.987305
	Iteration 10Q: 3 clusters Score -1.233344e+07 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148811 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -12335196.000000 Penalty: 5924.987305
	Iteration 11Q: 3 clusters Score -1.23352e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150515 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -12336273.000000 Penalty: 5924.987305
	Iteration 12Q: 3 clusters Score -1.233627e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151603 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -12336982.000000 Penalty: 5924.987305
	Iteration 13Q: 3 clusters Score -1.233698e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152241 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -12337502.000000 Penalty: 5924.987305
	Iteration 14Q: 3 clusters Score -1.23375e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152642 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -12337765.000000 Penalty: 5924.987305
	Iteration 15Q: 3 clusters Score -1.233776e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152895 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -12338048.000000 Penalty: 5924.987305
	Iteration 16Q: 3 clusters Score -1.233805e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153019 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -12338241.000000 Penalty: 5924.987305
	Iteration 17Q: 3 clusters Score -1.233824e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153083 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -12338451.000000 Penalty: 5924.987305
	Iteration 18Q: 3 clusters Score -1.233845e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153100 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -12338597.000000 Penalty: 5924.987305
	Iteration 19Q: 3 clusters Score -1.23386e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153110 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -12338723.000000 Penalty: 5924.987305
	Iteration 20F: 3 clusters Score -1.233872e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153087 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -12338791.000000 Penalty: 5924.987305
	Iteration 21Q: 3 clusters Score -1.233879e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153058 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -12338872.000000 Penalty: 5924.987305
	Iteration 22Q: 3 clusters Score -1.233887e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153026 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -12338949.000000 Penalty: 5924.987305
	Iteration 23Q: 3 clusters Score -1.233895e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153013 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -12338984.000000 Penalty: 5924.987305
	Iteration 24Q: 3 clusters Score -1.233898e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152992 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -12339032.000000 Penalty: 5924.987305
	Iteration 25Q: 3 clusters Score -1.233903e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152971 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -12339073.000000 Penalty: 5924.987305
	Iteration 26Q: 3 clusters Score -1.233907e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152940 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -12339081.000000 Penalty: 5924.987305
	Iteration 27Q: 3 clusters Score -1.233908e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152922 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -12339093.000000 Penalty: 5924.987305
	Iteration 28Q: 3 clusters Score -1.233909e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152892 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -12339115.000000 Penalty: 5924.987305
	Iteration 29Q: 3 clusters Score -1.233912e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152874 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -12339124.000000 Penalty: 5924.987305
	Iteration 30Q: 3 clusters Score -1.233912e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152863 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -12339148.000000 Penalty: 5924.987305
	Iteration 31Q: 3 clusters Score -1.233915e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152850 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -12339156.000000 Penalty: 5924.987305
	Iteration 32Q: 3 clusters Score -1.233916e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152838 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -12339154.000000 Penalty: 5924.987305
	Iteration 33Q: 3 clusters Score -1.233915e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152826 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -12339173.000000 Penalty: 5924.987305
	Iteration 34Q: 3 clusters Score -1.233917e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152823 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -12339172.000000 Penalty: 5924.987305
	Iteration 35Q: 3 clusters Score -1.233917e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152813 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -12339181.000000 Penalty: 5924.987305
	Iteration 36Q: 3 clusters Score -1.233918e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152808 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -12339188.000000 Penalty: 5924.987305
	Iteration 37Q: 3 clusters Score -1.233919e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152803 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -12339184.000000 Penalty: 5924.987305
	Iteration 38Q: 3 clusters Score -1.233918e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152799 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -12339180.000000 Penalty: 5924.987305
	Iteration 39Q: 3 clusters Score -1.233918e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152790 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -12339185.000000 Penalty: 5924.987305
	Iteration 40F: 3 clusters Score -1.233918e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152789 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -12339184.000000 Penalty: 5924.987305
	Iteration 41Q: 3 clusters Score -1.233918e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152790 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -12339183.000000 Penalty: 5924.987305
	Iteration 42Q: 3 clusters Score -1.233918e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152788 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -12339189.000000 Penalty: 5924.987305
	Iteration 43Q: 3 clusters Score -1.233919e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152786 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -12339190.000000 Penalty: 5924.987305
	Iteration 44Q: 3 clusters Score -1.233919e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152783 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -12339202.000000 Penalty: 5924.987305
	Iteration 45Q: 3 clusters Score -1.23392e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152779 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -12339210.000000 Penalty: 5924.987305
	Iteration 46Q: 3 clusters Score -1.233921e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152778 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -12339202.000000 Penalty: 5924.987305
	Iteration 47Q: 3 clusters Score -1.23392e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152777 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -12339200.000000 Penalty: 5924.987305
	Iteration 48Q: 3 clusters Score -1.23392e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152777 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -12339200.000000 Penalty: 5924.987305
	Iteration 49F: 3 clusters Score -1.23392e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Entering Unmasked Estep 
Score: -662071.625000 Penalty: 2246.990967
	Iteration 0F: 2 clusters Score -662071.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -655231.812500 Penalty: 4493.981934
	Iteration 0F: 3 clusters Score -655231.8 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -657100.250000 Penalty: 4493.981934
	Iteration 1F: 3 clusters Score -657100.2 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -657396.250000 Penalty: 4493.981934
	Iteration 2F: 3 clusters Score -657396.2 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -657652.062500 Penalty: 4493.981934
	Iteration 3F: 3 clusters Score -657652.1 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -657843.687500 Penalty: 4493.981934
	Iteration 4Q: 3 clusters Score -657843.7 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -658008.812500 Penalty: 4493.981934
	Iteration 5Q: 3 clusters Score -658008.8 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -658176.625000 Penalty: 4493.981934
	Iteration 6Q: 3 clusters Score -658176.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -658362.500000 Penalty: 4493.981934
	Iteration 7Q: 3 clusters Score -658362.5 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -658567.187500 Penalty: 4493.981934
	Iteration 8Q: 3 clusters Score -658567.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -658808.250000 Penalty: 4493.981934
	Iteration 9Q: 3 clusters Score -658808.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -659059.312500 Penalty: 4493.981934
	Iteration 10Q: 3 clusters Score -659059.3 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -659323.562500 Penalty: 4493.981934
	Iteration 11Q: 3 clusters Score -659323.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -659519.625000 Penalty: 4493.981934
	Iteration 12Q: 3 clusters Score -659519.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -659707.687500 Penalty: 4493.981934
	Iteration 13Q: 3 clusters Score -659707.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -659869.250000 Penalty: 4493.981934
	Iteration 14Q: 3 clusters Score -659869.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -659997.125000 Penalty: 4493.981934
	Iteration 15Q: 3 clusters Score -659997.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -660083.187500 Penalty: 4493.981934
	Iteration 16Q: 3 clusters Score -660083.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -660133.500000 Penalty: 4493.981934
	Iteration 17Q: 3 clusters Score -660133.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -660165.687500 Penalty: 4493.981934
	Iteration 18Q: 3 clusters Score -660165.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -660191.250000 Penalty: 4493.981934
	Iteration 19Q: 3 clusters Score -660191.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -660211.437500 Penalty: 4493.981934
	Iteration 20F: 3 clusters Score -660211.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -660233.062500 Penalty: 4493.981934
	Iteration 21Q: 3 clusters Score -660233.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -660248.687500 Penalty: 4493.981934
	Iteration 22Q: 3 clusters Score -660248.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -660264.812500 Penalty: 4493.981934
	Iteration 23Q: 3 clusters Score -660264.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -660274.125000 Penalty: 4493.981934
	Iteration 24Q: 3 clusters Score -660274.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -660283.937500 Penalty: 4493.981934
	Iteration 25Q: 3 clusters Score -660283.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -660290.562500 Penalty: 4493.981934
	Iteration 26Q: 3 clusters Score -660290.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -660299.375000 Penalty: 4493.981934
	Iteration 27Q: 3 clusters Score -660299.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -660303.625000 Penalty: 4493.981934
	Iteration 28Q: 3 clusters Score -660303.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -660314.375000 Penalty: 4493.981934
	Iteration 29Q: 3 clusters Score -660314.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -660326.375000 Penalty: 4493.981934
	Iteration 30Q: 3 clusters Score -660326.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -660333.687500 Penalty: 4493.981934
	Iteration 31Q: 3 clusters Score -660333.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -660342.375000 Penalty: 4493.981934
	Iteration 32Q: 3 clusters Score -660342.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -660350.250000 Penalty: 4493.981934
	Iteration 33Q: 3 clusters Score -660350.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -660353.687500 Penalty: 4493.981934
	Iteration 34Q: 3 clusters Score -660353.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -660357.687500 Penalty: 4493.981934
	Iteration 35Q: 3 clusters Score -660357.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -660362.062500 Penalty: 4493.981934
	Iteration 36Q: 3 clusters Score -660362.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -660363.875000 Penalty: 4493.981934
	Iteration 37Q: 3 clusters Score -660363.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -660367.250000 Penalty: 4493.981934
	Iteration 38Q: 3 clusters Score -660367.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -660367.812500 Penalty: 4493.981934
	Iteration 39Q: 3 clusters Score -660367.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -660371.625000 Penalty: 4493.981934
	Iteration 40F: 3 clusters Score -660371.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -660371.812500 Penalty: 4493.981934
	Iteration 41Q: 3 clusters Score -660371.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -660372.062500 Penalty: 4493.981934
	Iteration 42Q: 3 clusters Score -660372.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -660372.250000 Penalty: 4493.981934
	Iteration 43Q: 3 clusters Score -660372.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -660372.375000 Penalty: 4493.981934
	Iteration 44Q: 3 clusters Score -660372.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -660373.562500 Penalty: 4493.981934
	Iteration 45Q: 3 clusters Score -660373.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -660375.000000 Penalty: 4493.981934
	Iteration 46Q: 3 clusters Score -660375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -660375.437500 Penalty: 4493.981934
	Iteration 47Q: 3 clusters Score -660375.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -660377.562500 Penalty: 4493.981934
	Iteration 48Q: 3 clusters Score -660377.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -660377.937500 Penalty: 4493.981934
	Iteration 49Q: 3 clusters Score -660377.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -660377.187500 Penalty: 4493.981934
	Iteration 50Q: 3 clusters Score -660377.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -660379.250000 Penalty: 4493.981934
	Iteration 51Q: 3 clusters Score -660379.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -660379.687500 Penalty: 4493.981934
	Iteration 52Q: 3 clusters Score -660379.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -660379.437500 Penalty: 4493.981934
	Iteration 53Q: 3 clusters Score -660379.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -660381.125000 Penalty: 4493.981934
	Iteration 54Q: 3 clusters Score -660381.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -660381.812500 Penalty: 4493.981934
	Iteration 55Q: 3 clusters Score -660381.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -660383.062500 Penalty: 4493.981934
	Iteration 56Q: 3 clusters Score -660383.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -660382.812500 Penalty: 4493.981934
	Iteration 57Q: 3 clusters Score -660382.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -660383.812500 Penalty: 4493.981934
	Iteration 58Q: 3 clusters Score -660383.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -660385.125000 Penalty: 4493.981934
	Iteration 59Q: 3 clusters Score -660385.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -660384.000000 Penalty: 4493.981934
	Iteration 60F: 3 clusters Score -660384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -660384.750000 Penalty: 4493.981934
	Iteration 61Q: 3 clusters Score -660384.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -660385.062500 Penalty: 4493.981934
	Iteration 62Q: 3 clusters Score -660385.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -660386.500000 Penalty: 4493.981934
	Iteration 63Q: 3 clusters Score -660386.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -660386.500000 Penalty: 4493.981934
	Iteration 64F: 3 clusters Score -660386.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Entering Unmasked Estep 
Score: -641956.500000 Penalty: 2240.806641
	Iteration 0F: 2 clusters Score -641956.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -635293.687500 Penalty: 4481.613281
	Iteration 0F: 3 clusters Score -635293.7 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -637442.250000 Penalty: 4481.613281
	Iteration 1F: 3 clusters Score -637442.2 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -638109.812500 Penalty: 4481.613281
	Iteration 2F: 3 clusters Score -638109.8 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -638688.500000 Penalty: 4481.613281
	Iteration 3F: 3 clusters Score -638688.5 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -639195.750000 Penalty: 4481.613281
	Iteration 4F: 3 clusters Score -639195.8 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -639649.437500 Penalty: 4481.613281
	Iteration 5F: 3 clusters Score -639649.4 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -640016.187500 Penalty: 4481.613281
	Iteration 6F: 3 clusters Score -640016.2 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -640254.187500 Penalty: 4481.613281
	Iteration 7Q: 3 clusters Score -640254.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -640432.937500 Penalty: 4481.613281
	Iteration 8Q: 3 clusters Score -640432.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -640542.250000 Penalty: 4481.613281
	Iteration 9Q: 3 clusters Score -640542.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -640626.312500 Penalty: 4481.613281
	Iteration 10Q: 3 clusters Score -640626.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -640682.875000 Penalty: 4481.613281
	Iteration 11Q: 3 clusters Score -640682.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -640717.562500 Penalty: 4481.613281
	Iteration 12Q: 3 clusters Score -640717.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -640745.000000 Penalty: 4481.613281
	Iteration 13Q: 3 clusters Score -640745 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -640770.687500 Penalty: 4481.613281
	Iteration 14Q: 3 clusters Score -640770.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -640786.625000 Penalty: 4481.613281
	Iteration 15Q: 3 clusters Score -640786.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -640801.625000 Penalty: 4481.613281
	Iteration 16Q: 3 clusters Score -640801.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -640810.375000 Penalty: 4481.613281
	Iteration 17Q: 3 clusters Score -640810.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -640817.000000 Penalty: 4481.613281
	Iteration 18Q: 3 clusters Score -640817 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -640826.437500 Penalty: 4481.613281
	Iteration 19Q: 3 clusters Score -640826.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -640829.812500 Penalty: 4481.613281
	Iteration 20F: 3 clusters Score -640829.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -640836.437500 Penalty: 4481.613281
	Iteration 21Q: 3 clusters Score -640836.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -640841.875000 Penalty: 4481.613281
	Iteration 22Q: 3 clusters Score -640841.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -640852.375000 Penalty: 4481.613281
	Iteration 23Q: 3 clusters Score -640852.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -640860.062500 Penalty: 4481.613281
	Iteration 24Q: 3 clusters Score -640860.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -640868.437500 Penalty: 4481.613281
	Iteration 25Q: 3 clusters Score -640868.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -640877.437500 Penalty: 4481.613281
	Iteration 26Q: 3 clusters Score -640877.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -640884.437500 Penalty: 4481.613281
	Iteration 27Q: 3 clusters Score -640884.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -640889.937500 Penalty: 4481.613281
	Iteration 28Q: 3 clusters Score -640889.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -640896.000000 Penalty: 4481.613281
	Iteration 29Q: 3 clusters Score -640896 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -640897.437500 Penalty: 4481.613281
	Iteration 30Q: 3 clusters Score -640897.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -640901.375000 Penalty: 4481.613281
	Iteration 31Q: 3 clusters Score -640901.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -640906.375000 Penalty: 4481.613281
	Iteration 32Q: 3 clusters Score -640906.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -640907.437500 Penalty: 4481.613281
	Iteration 33Q: 3 clusters Score -640907.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -640911.187500 Penalty: 4481.613281
	Iteration 34Q: 3 clusters Score -640911.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -640916.000000 Penalty: 4481.613281
	Iteration 35Q: 3 clusters Score -640916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -640918.812500 Penalty: 4481.613281
	Iteration 36Q: 3 clusters Score -640918.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -640921.687500 Penalty: 4481.613281
	Iteration 37Q: 3 clusters Score -640921.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -640921.500000 Penalty: 4481.613281
	Iteration 38Q: 3 clusters Score -640921.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -640924.937500 Penalty: 4481.613281
	Iteration 39Q: 3 clusters Score -640924.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -640925.250000 Penalty: 4481.613281
	Iteration 40F: 3 clusters Score -640925.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -640925.750000 Penalty: 4481.613281
	Iteration 41Q: 3 clusters Score -640925.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -640927.937500 Penalty: 4481.613281
	Iteration 42Q: 3 clusters Score -640927.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -640927.187500 Penalty: 4481.613281
	Iteration 43Q: 3 clusters Score -640927.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -640930.062500 Penalty: 4481.613281
	Iteration 44Q: 3 clusters Score -640930.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -640929.750000 Penalty: 4481.613281
	Iteration 45Q: 3 clusters Score -640929.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -640931.250000 Penalty: 4481.613281
	Iteration 46Q: 3 clusters Score -640931.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -640931.187500 Penalty: 4481.613281
	Iteration 47Q: 3 clusters Score -640931.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -640931.187500 Penalty: 4481.613281
	Iteration 48Q: 3 clusters Score -640931.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -640930.687500 Penalty: 4481.613281
	Iteration 49Q: 3 clusters Score -640930.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -640932.750000 Penalty: 4481.613281
	Iteration 50Q: 3 clusters Score -640932.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -640936.375000 Penalty: 4481.613281
	Iteration 51Q: 3 clusters Score -640936.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -640937.187500 Penalty: 4481.613281
	Iteration 52Q: 3 clusters Score -640937.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -640935.625000 Penalty: 4481.613281
	Iteration 53Q: 3 clusters Score -640935.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -640935.625000 Penalty: 4481.613281
	Iteration 54F: 3 clusters Score -640935.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (75577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75577 members 
Entering Unmasked Estep 
Score: -6139340.500000 Penalty: 2785.760986
	Iteration 0F: 2 clusters Score -6139340 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37932 members 
Mstep: Class 2 contains 37645 members 
Entering Unmasked Estep 
Score: -6088619.500000 Penalty: 5571.521973
	Iteration 0F: 3 clusters Score -6088620 nChanged 35465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39045 members 
Mstep: Class 2 contains 36532 members 
Entering Unmasked Estep 
Score: -6108787.000000 Penalty: 5571.521973
	Iteration 1F: 3 clusters Score -6108787 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39876 members 
Mstep: Class 2 contains 35701 members 
Entering Unmasked Estep 
Score: -6109563.500000 Penalty: 5571.521973
	Iteration 2Q: 3 clusters Score -6109564 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41210 members 
Mstep: Class 2 contains 34367 members 
Entering Unmasked Estep 
Score: -6110600.500000 Penalty: 5571.521973
	Iteration 3Q: 3 clusters Score -6110600 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43276 members 
Mstep: Class 2 contains 32301 members 
Entering Unmasked Estep 
Score: -6112124.000000 Penalty: 5571.521973
	Iteration 4Q: 3 clusters Score -6112124 nChanged 4415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46313 members 
Mstep: Class 2 contains 29264 members 
Entering Unmasked Estep 
Score: -6114507.000000 Penalty: 5571.521973
	Iteration 5F: 3 clusters Score -6114507 nChanged 5390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50517 members 
Mstep: Class 2 contains 25060 members 
Entering Unmasked Estep 
Score: -6118198.000000 Penalty: 5571.521973
	Iteration 6F: 3 clusters Score -6118198 nChanged 5895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55434 members 
Mstep: Class 2 contains 20143 members 
Entering Unmasked Estep 
Score: -6122965.500000 Penalty: 5571.521973
	Iteration 7F: 3 clusters Score -6122966 nChanged 5424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60034 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -6127456.000000 Penalty: 5571.521973
	Iteration 8F: 3 clusters Score -6127456 nChanged 4042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63398 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -6130805.000000 Penalty: 5571.521973
	Iteration 9F: 3 clusters Score -6130805 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65660 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -6133206.500000 Penalty: 5571.521973
	Iteration 10Q: 3 clusters Score -6133206 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67157 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -6134799.000000 Penalty: 5571.521973
	Iteration 11Q: 3 clusters Score -6134799 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68150 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -6135628.500000 Penalty: 5571.521973
	Iteration 12Q: 3 clusters Score -6135628 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68859 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -6136006.500000 Penalty: 5571.521973
	Iteration 13Q: 3 clusters Score -6136006 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69432 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -6136292.000000 Penalty: 5571.521973
	Iteration 14Q: 3 clusters Score -6136292 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69919 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -6136454.000000 Penalty: 5571.521973
	Iteration 15Q: 3 clusters Score -6136454 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70336 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -6136579.500000 Penalty: 5571.521973
	Iteration 16Q: 3 clusters Score -6136580 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70674 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -6136674.500000 Penalty: 5571.521973
	Iteration 17Q: 3 clusters Score -6136674 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70962 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -6136761.000000 Penalty: 5571.521973
	Iteration 18Q: 3 clusters Score -6136761 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71225 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -6136811.500000 Penalty: 5571.521973
	Iteration 19Q: 3 clusters Score -6136812 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71458 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -6136876.500000 Penalty: 5571.521973
	Iteration 20F: 3 clusters Score -6136876 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71667 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -6136935.000000 Penalty: 5571.521973
	Iteration 21Q: 3 clusters Score -6136935 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71885 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -6137021.000000 Penalty: 5571.521973
	Iteration 22Q: 3 clusters Score -6137021 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72088 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -6137089.500000 Penalty: 5571.521973
	Iteration 23Q: 3 clusters Score -6137090 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72274 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -6137131.500000 Penalty: 5571.521973
	Iteration 24Q: 3 clusters Score -6137132 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72451 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -6137190.000000 Penalty: 5571.521973
	Iteration 25Q: 3 clusters Score -6137190 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72610 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -6137251.000000 Penalty: 5571.521973
	Iteration 26Q: 3 clusters Score -6137251 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72742 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -6137267.500000 Penalty: 5571.521973
	Iteration 27Q: 3 clusters Score -6137268 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72838 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -6137276.500000 Penalty: 5571.521973
	Iteration 28Q: 3 clusters Score -6137276 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72931 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -6137305.000000 Penalty: 5571.521973
	Iteration 29Q: 3 clusters Score -6137305 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73020 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -6137328.500000 Penalty: 5571.521973
	Iteration 30Q: 3 clusters Score -6137328 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73094 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -6137341.000000 Penalty: 5571.521973
	Iteration 31Q: 3 clusters Score -6137341 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73157 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -6137367.000000 Penalty: 5571.521973
	Iteration 32Q: 3 clusters Score -6137367 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73228 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -6137402.500000 Penalty: 5571.521973
	Iteration 33Q: 3 clusters Score -6137402 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73290 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -6137406.000000 Penalty: 5571.521973
	Iteration 34Q: 3 clusters Score -6137406 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73353 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -6137419.500000 Penalty: 5571.521973
	Iteration 35Q: 3 clusters Score -6137420 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73399 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -6137435.500000 Penalty: 5571.521973
	Iteration 36Q: 3 clusters Score -6137436 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73434 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -6137428.000000 Penalty: 5571.521973
	Iteration 37Q: 3 clusters Score -6137428 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73472 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -6137432.500000 Penalty: 5571.521973
	Iteration 38Q: 3 clusters Score -6137432 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73504 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -6137443.000000 Penalty: 5571.521973
	Iteration 39Q: 3 clusters Score -6137443 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73540 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -6137445.000000 Penalty: 5571.521973
	Iteration 40F: 3 clusters Score -6137445 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73573 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -6137458.000000 Penalty: 5571.521973
	Iteration 41Q: 3 clusters Score -6137458 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73591 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -6137469.500000 Penalty: 5571.521973
	Iteration 42Q: 3 clusters Score -6137470 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73604 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -6137474.500000 Penalty: 5571.521973
	Iteration 43Q: 3 clusters Score -6137474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73612 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -6137476.000000 Penalty: 5571.521973
	Iteration 44Q: 3 clusters Score -6137476 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73625 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -6137478.500000 Penalty: 5571.521973
	Iteration 45Q: 3 clusters Score -6137478 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73640 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -6137489.500000 Penalty: 5571.521973
	Iteration 46Q: 3 clusters Score -6137490 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73651 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -6137485.500000 Penalty: 5571.521973
	Iteration 47Q: 3 clusters Score -6137486 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73663 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -6137489.000000 Penalty: 5571.521973
	Iteration 48Q: 3 clusters Score -6137489 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73672 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -6137488.500000 Penalty: 5571.521973
	Iteration 49Q: 3 clusters Score -6137488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73679 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -6137490.500000 Penalty: 5571.521973
	Iteration 50Q: 3 clusters Score -6137490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73681 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -6137483.000000 Penalty: 5571.521973
	Iteration 51Q: 3 clusters Score -6137483 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73681 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -6137483.000000 Penalty: 5571.521973
	Iteration 52F: 3 clusters Score -6137483 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (66001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66001 members 
Entering Unmasked Estep 
Score: -5340351.500000 Penalty: 2752.161621
	Iteration 0F: 2 clusters Score -5340352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32994 members 
Mstep: Class 2 contains 33007 members 
Entering Unmasked Estep 
Score: -5296212.500000 Penalty: 5504.323242
	Iteration 0F: 3 clusters Score -5296212 nChanged 30746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32668 members 
Mstep: Class 2 contains 33333 members 
Entering Unmasked Estep 
Score: -5313278.500000 Penalty: 5504.323242
	Iteration 1F: 3 clusters Score -5313278 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32502 members 
Mstep: Class 2 contains 33499 members 
Entering Unmasked Estep 
Score: -5313902.500000 Penalty: 5504.323242
	Iteration 2Q: 3 clusters Score -5313902 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32195 members 
Mstep: Class 2 contains 33806 members 
Entering Unmasked Estep 
Score: -5314406.500000 Penalty: 5504.323242
	Iteration 3Q: 3 clusters Score -5314406 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31766 members 
Mstep: Class 2 contains 34235 members 
Entering Unmasked Estep 
Score: -5314949.000000 Penalty: 5504.323242
	Iteration 4Q: 3 clusters Score -5314949 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31157 members 
Mstep: Class 2 contains 34844 members 
Entering Unmasked Estep 
Score: -5315461.500000 Penalty: 5504.323242
	Iteration 5Q: 3 clusters Score -5315462 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30376 members 
Mstep: Class 2 contains 35625 members 
Entering Unmasked Estep 
Score: -5316102.000000 Penalty: 5504.323242
	Iteration 6Q: 3 clusters Score -5316102 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29311 members 
Mstep: Class 2 contains 36690 members 
Entering Unmasked Estep 
Score: -5316821.000000 Penalty: 5504.323242
	Iteration 7Q: 3 clusters Score -5316821 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27941 members 
Mstep: Class 2 contains 38060 members 
Entering Unmasked Estep 
Score: -5317871.000000 Penalty: 5504.323242
	Iteration 8Q: 3 clusters Score -5317871 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26189 members 
Mstep: Class 2 contains 39812 members 
Entering Unmasked Estep 
Score: -5319387.000000 Penalty: 5504.323242
	Iteration 9Q: 3 clusters Score -5319387 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24069 members 
Mstep: Class 2 contains 41932 members 
Entering Unmasked Estep 
Score: -5321595.500000 Penalty: 5504.323242
	Iteration 10F: 3 clusters Score -5321596 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21802 members 
Mstep: Class 2 contains 44199 members 
Entering Unmasked Estep 
Score: -5324287.500000 Penalty: 5504.323242
	Iteration 11F: 3 clusters Score -5324288 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19857 members 
Mstep: Class 2 contains 46144 members 
Entering Unmasked Estep 
Score: -5326914.000000 Penalty: 5504.323242
	Iteration 12F: 3 clusters Score -5326914 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18244 members 
Mstep: Class 2 contains 47757 members 
Entering Unmasked Estep 
Score: -5328758.500000 Penalty: 5504.323242
	Iteration 13Q: 3 clusters Score -5328758 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16880 members 
Mstep: Class 2 contains 49121 members 
Entering Unmasked Estep 
Score: -5329797.500000 Penalty: 5504.323242
	Iteration 14Q: 3 clusters Score -5329798 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 50372 members 
Entering Unmasked Estep 
Score: -5330419.000000 Penalty: 5504.323242
	Iteration 15Q: 3 clusters Score -5330419 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 2 contains 51573 members 
Entering Unmasked Estep 
Score: -5330933.500000 Penalty: 5504.323242
	Iteration 16Q: 3 clusters Score -5330934 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 52746 members 
Entering Unmasked Estep 
Score: -5331477.500000 Penalty: 5504.323242
	Iteration 17Q: 3 clusters Score -5331478 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 53896 members 
Entering Unmasked Estep 
Score: -5332001.000000 Penalty: 5504.323242
	Iteration 18Q: 3 clusters Score -5332001 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 55024 members 
Entering Unmasked Estep 
Score: -5332540.500000 Penalty: 5504.323242
	Iteration 19Q: 3 clusters Score -5332540 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 56093 members 
Entering Unmasked Estep 
Score: -5333110.500000 Penalty: 5504.323242
	Iteration 20F: 3 clusters Score -5333110 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 57183 members 
Entering Unmasked Estep 
Score: -5333627.000000 Penalty: 5504.323242
	Iteration 21Q: 3 clusters Score -5333627 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 58181 members 
Entering Unmasked Estep 
Score: -5334169.000000 Penalty: 5504.323242
	Iteration 22Q: 3 clusters Score -5334169 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 59164 members 
Entering Unmasked Estep 
Score: -5334697.000000 Penalty: 5504.323242
	Iteration 23Q: 3 clusters Score -5334697 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 60113 members 
Entering Unmasked Estep 
Score: -5335257.000000 Penalty: 5504.323242
	Iteration 24Q: 3 clusters Score -5335257 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 60951 members 
Entering Unmasked Estep 
Score: -5335701.500000 Penalty: 5504.323242
	Iteration 25Q: 3 clusters Score -5335702 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 61685 members 
Entering Unmasked Estep 
Score: -5336123.500000 Penalty: 5504.323242
	Iteration 26Q: 3 clusters Score -5336124 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 62328 members 
Entering Unmasked Estep 
Score: -5336506.500000 Penalty: 5504.323242
	Iteration 27Q: 3 clusters Score -5336506 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 62863 members 
Entering Unmasked Estep 
Score: -5336799.000000 Penalty: 5504.323242
	Iteration 28Q: 3 clusters Score -5336799 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 63333 members 
Entering Unmasked Estep 
Score: -5337021.000000 Penalty: 5504.323242
	Iteration 29Q: 3 clusters Score -5337021 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 63709 members 
Entering Unmasked Estep 
Score: -5337245.000000 Penalty: 5504.323242
	Iteration 30Q: 3 clusters Score -5337245 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 64004 members 
Entering Unmasked Estep 
Score: -5337423.500000 Penalty: 5504.323242
	Iteration 31Q: 3 clusters Score -5337424 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 64256 members 
Entering Unmasked Estep 
Score: -5337601.500000 Penalty: 5504.323242
	Iteration 32Q: 3 clusters Score -5337602 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 64437 members 
Entering Unmasked Estep 
Score: -5337703.500000 Penalty: 5504.323242
	Iteration 33Q: 3 clusters Score -5337704 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 64553 members 
Entering Unmasked Estep 
Score: -5337746.500000 Penalty: 5504.323242
	Iteration 34Q: 3 clusters Score -5337746 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 64664 members 
Entering Unmasked Estep 
Score: -5337818.000000 Penalty: 5504.323242
	Iteration 35Q: 3 clusters Score -5337818 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 64756 members 
Entering Unmasked Estep 
Score: -5337903.000000 Penalty: 5504.323242
	Iteration 36Q: 3 clusters Score -5337903 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 64840 members 
Entering Unmasked Estep 
Score: -5337964.000000 Penalty: 5504.323242
	Iteration 37Q: 3 clusters Score -5337964 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 64902 members 
Entering Unmasked Estep 
Score: -5338005.500000 Penalty: 5504.323242
	Iteration 38Q: 3 clusters Score -5338006 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 64947 members 
Entering Unmasked Estep 
Score: -5338022.000000 Penalty: 5504.323242
	Iteration 39Q: 3 clusters Score -5338022 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 64979 members 
Entering Unmasked Estep 
Score: -5338060.000000 Penalty: 5504.323242
	Iteration 40F: 3 clusters Score -5338060 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 65011 members 
Entering Unmasked Estep 
Score: -5338093.000000 Penalty: 5504.323242
	Iteration 41Q: 3 clusters Score -5338093 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 65034 members 
Entering Unmasked Estep 
Score: -5338097.000000 Penalty: 5504.323242
	Iteration 42Q: 3 clusters Score -5338097 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 65051 members 
Entering Unmasked Estep 
Score: -5338117.000000 Penalty: 5504.323242
	Iteration 43Q: 3 clusters Score -5338117 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 65063 members 
Entering Unmasked Estep 
Score: -5338121.000000 Penalty: 5504.323242
	Iteration 44Q: 3 clusters Score -5338121 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 65074 members 
Entering Unmasked Estep 
Score: -5338114.000000 Penalty: 5504.323242
	Iteration 45Q: 3 clusters Score -5338114 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 65084 members 
Entering Unmasked Estep 
Score: -5338119.500000 Penalty: 5504.323242
	Iteration 46Q: 3 clusters Score -5338120 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 65090 members 
Entering Unmasked Estep 
Score: -5338128.000000 Penalty: 5504.323242
	Iteration 47Q: 3 clusters Score -5338128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 65099 members 
Entering Unmasked Estep 
Score: -5338139.000000 Penalty: 5504.323242
	Iteration 48Q: 3 clusters Score -5338139 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 65106 members 
Entering Unmasked Estep 
Score: -5338137.000000 Penalty: 5504.323242
	Iteration 49Q: 3 clusters Score -5338137 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 65112 members 
Entering Unmasked Estep 
Score: -5338134.500000 Penalty: 5504.323242
	Iteration 50Q: 3 clusters Score -5338134 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 65117 members 
Entering Unmasked Estep 
Score: -5338139.000000 Penalty: 5504.323242
	Iteration 51Q: 3 clusters Score -5338139 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 65120 members 
Entering Unmasked Estep 
Score: -5338151.500000 Penalty: 5504.323242
	Iteration 52Q: 3 clusters Score -5338152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 65120 members 
Entering Unmasked Estep 
Score: -5338155.000000 Penalty: 5504.323242
	Iteration 53Q: 3 clusters Score -5338155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 65123 members 
Entering Unmasked Estep 
Score: -5338150.500000 Penalty: 5504.323242
	Iteration 54Q: 3 clusters Score -5338150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 65126 members 
Entering Unmasked Estep 
Score: -5338149.000000 Penalty: 5504.323242
	Iteration 55Q: 3 clusters Score -5338149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 65128 members 
Entering Unmasked Estep 
Score: -5338155.000000 Penalty: 5504.323242
	Iteration 56Q: 3 clusters Score -5338155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 65129 members 
Entering Unmasked Estep 
Score: -5338157.000000 Penalty: 5504.323242
	Iteration 57Q: 3 clusters Score -5338157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 65130 members 
Entering Unmasked Estep 
Score: -5338156.500000 Penalty: 5504.323242
	Iteration 58Q: 3 clusters Score -5338156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 65130 members 
Entering Unmasked Estep 
Score: -5338163.500000 Penalty: 5504.323242
	Iteration 59Q: 3 clusters Score -5338164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 65129 members 
Entering Unmasked Estep 
Score: -5338154.000000 Penalty: 5504.323242
	Iteration 60F: 3 clusters Score -5338154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 65130 members 
Entering Unmasked Estep 
Score: -5338158.000000 Penalty: 5504.323242
	Iteration 61Q: 3 clusters Score -5338158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 65132 members 
Entering Unmasked Estep 
Score: -5338156.500000 Penalty: 5504.323242
	Iteration 62Q: 3 clusters Score -5338156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 65132 members 
Entering Unmasked Estep 
Score: -5338158.500000 Penalty: 5504.323242
	Iteration 63Q: 3 clusters Score -5338158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 65131 members 
Entering Unmasked Estep 
Score: -5338153.500000 Penalty: 5504.323242
	Iteration 64Q: 3 clusters Score -5338154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 65132 members 
Entering Unmasked Estep 
Score: -5338158.500000 Penalty: 5504.323242
	Iteration 65Q: 3 clusters Score -5338158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 65135 members 
Entering Unmasked Estep 
Score: -5338166.500000 Penalty: 5504.323242
	Iteration 66Q: 3 clusters Score -5338166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 65136 members 
Entering Unmasked Estep 
Score: -5338172.500000 Penalty: 5504.323242
	Iteration 67Q: 3 clusters Score -5338172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 65142 members 
Entering Unmasked Estep 
Score: -5338183.000000 Penalty: 5504.323242
	Iteration 68Q: 3 clusters Score -5338183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 65144 members 
Entering Unmasked Estep 
Score: -5338185.500000 Penalty: 5504.323242
	Iteration 69Q: 3 clusters Score -5338186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 65145 members 
Entering Unmasked Estep 
Score: -5338186.500000 Penalty: 5504.323242
	Iteration 70Q: 3 clusters Score -5338186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 65143 members 
Entering Unmasked Estep 
Score: -5338186.000000 Penalty: 5504.323242
	Iteration 71Q: 3 clusters Score -5338186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 65144 members 
Entering Unmasked Estep 
Score: -5338186.000000 Penalty: 5504.323242
	Iteration 72Q: 3 clusters Score -5338186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 65145 members 
Entering Unmasked Estep 
Score: -5338182.500000 Penalty: 5504.323242
	Iteration 73Q: 3 clusters Score -5338182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 65147 members 
Entering Unmasked Estep 
Score: -5338187.000000 Penalty: 5504.323242
	Iteration 74Q: 3 clusters Score -5338187 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 65143 members 
Entering Unmasked Estep 
Score: -5338187.000000 Penalty: 5504.323242
	Iteration 75Q: 3 clusters Score -5338187 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 65142 members 
Entering Unmasked Estep 
Score: -5338191.000000 Penalty: 5504.323242
	Iteration 76Q: 3 clusters Score -5338191 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 65144 members 
Entering Unmasked Estep 
Score: -5338188.500000 Penalty: 5504.323242
	Iteration 77Q: 3 clusters Score -5338188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 65146 members 
Entering Unmasked Estep 
Score: -5338190.000000 Penalty: 5504.323242
	Iteration 78Q: 3 clusters Score -5338190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 65149 members 
Entering Unmasked Estep 
Score: -5338187.000000 Penalty: 5504.323242
	Iteration 79Q: 3 clusters Score -5338187 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 65150 members 
Entering Unmasked Estep 
Score: -5338186.500000 Penalty: 5504.323242
	Iteration 80F: 3 clusters Score -5338186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Entering Unmasked Estep 
Score: -475417.531250 Penalty: 2175.491943
	Iteration 0F: 2 clusters Score -475417.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -470202.687500 Penalty: 4350.983887
	Iteration 0F: 3 clusters Score -470202.7 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -472234.281250 Penalty: 4350.983887
	Iteration 1F: 3 clusters Score -472234.3 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -473018.375000 Penalty: 4350.983887
	Iteration 2F: 3 clusters Score -473018.4 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -473586.781250 Penalty: 4350.983887
	Iteration 3F: 3 clusters Score -473586.8 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -474016.843750 Penalty: 4350.983887
	Iteration 4F: 3 clusters Score -474016.8 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -474306.031250 Penalty: 4350.983887
	Iteration 5F: 3 clusters Score -474306 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -474466.062500 Penalty: 4350.983887
	Iteration 6Q: 3 clusters Score -474466.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -474576.656250 Penalty: 4350.983887
	Iteration 7Q: 3 clusters Score -474576.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -474651.093750 Penalty: 4350.983887
	Iteration 8Q: 3 clusters Score -474651.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -474703.187500 Penalty: 4350.983887
	Iteration 9Q: 3 clusters Score -474703.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -474739.125000 Penalty: 4350.983887
	Iteration 10Q: 3 clusters Score -474739.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -474773.156250 Penalty: 4350.983887
	Iteration 11Q: 3 clusters Score -474773.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -474795.625000 Penalty: 4350.983887
	Iteration 12Q: 3 clusters Score -474795.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -474814.437500 Penalty: 4350.983887
	Iteration 13Q: 3 clusters Score -474814.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -474824.843750 Penalty: 4350.983887
	Iteration 14Q: 3 clusters Score -474824.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -474831.968750 Penalty: 4350.983887
	Iteration 15Q: 3 clusters Score -474832 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -474840.218750 Penalty: 4350.983887
	Iteration 16Q: 3 clusters Score -474840.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -474846.125000 Penalty: 4350.983887
	Iteration 17Q: 3 clusters Score -474846.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -474853.562500 Penalty: 4350.983887
	Iteration 18Q: 3 clusters Score -474853.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -474858.968750 Penalty: 4350.983887
	Iteration 19Q: 3 clusters Score -474859 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -474863.281250 Penalty: 4350.983887
	Iteration 20F: 3 clusters Score -474863.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -474866.906250 Penalty: 4350.983887
	Iteration 21Q: 3 clusters Score -474866.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -474869.718750 Penalty: 4350.983887
	Iteration 22Q: 3 clusters Score -474869.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -474871.812500 Penalty: 4350.983887
	Iteration 23Q: 3 clusters Score -474871.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -474874.718750 Penalty: 4350.983887
	Iteration 24Q: 3 clusters Score -474874.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -474878.062500 Penalty: 4350.983887
	Iteration 25Q: 3 clusters Score -474878.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -474880.187500 Penalty: 4350.983887
	Iteration 26Q: 3 clusters Score -474880.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -474880.500000 Penalty: 4350.983887
	Iteration 27Q: 3 clusters Score -474880.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -474881.250000 Penalty: 4350.983887
	Iteration 28Q: 3 clusters Score -474881.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -474884.093750 Penalty: 4350.983887
	Iteration 29Q: 3 clusters Score -474884.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -474885.843750 Penalty: 4350.983887
	Iteration 30Q: 3 clusters Score -474885.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -474885.718750 Penalty: 4350.983887
	Iteration 31Q: 3 clusters Score -474885.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -474886.750000 Penalty: 4350.983887
	Iteration 32Q: 3 clusters Score -474886.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -474887.562500 Penalty: 4350.983887
	Iteration 33Q: 3 clusters Score -474887.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -474887.562500 Penalty: 4350.983887
	Iteration 34F: 3 clusters Score -474887.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (60499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60499 members 
Entering Unmasked Estep 
Score: -4703610.500000 Penalty: 2730.574707
	Iteration 0F: 2 clusters Score -4703610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30208 members 
Mstep: Class 2 contains 30291 members 
Entering Unmasked Estep 
Score: -4662924.500000 Penalty: 5461.149414
	Iteration 0F: 3 clusters Score -4662924 nChanged 28180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29396 members 
Mstep: Class 2 contains 31103 members 
Entering Unmasked Estep 
Score: -4679229.000000 Penalty: 5461.149414
	Iteration 1F: 3 clusters Score -4679229 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28803 members 
Mstep: Class 2 contains 31696 members 
Entering Unmasked Estep 
Score: -4680604.000000 Penalty: 5461.149414
	Iteration 2F: 3 clusters Score -4680604 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27821 members 
Mstep: Class 2 contains 32678 members 
Entering Unmasked Estep 
Score: -4682575.500000 Penalty: 5461.149414
	Iteration 3F: 3 clusters Score -4682576 nChanged 3980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26329 members 
Mstep: Class 2 contains 34170 members 
Entering Unmasked Estep 
Score: -4685161.000000 Penalty: 5461.149414
	Iteration 4F: 3 clusters Score -4685161 nChanged 4392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24301 members 
Mstep: Class 2 contains 36198 members 
Entering Unmasked Estep 
Score: -4688128.000000 Penalty: 5461.149414
	Iteration 5F: 3 clusters Score -4688128 nChanged 4327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22072 members 
Mstep: Class 2 contains 38427 members 
Entering Unmasked Estep 
Score: -4691173.000000 Penalty: 5461.149414
	Iteration 6F: 3 clusters Score -4691173 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19893 members 
Mstep: Class 2 contains 40606 members 
Entering Unmasked Estep 
Score: -4693989.000000 Penalty: 5461.149414
	Iteration 7F: 3 clusters Score -4693989 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 42477 members 
Entering Unmasked Estep 
Score: -4696355.500000 Penalty: 5461.149414
	Iteration 8F: 3 clusters Score -4696356 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 44005 members 
Entering Unmasked Estep 
Score: -4698168.500000 Penalty: 5461.149414
	Iteration 9Q: 3 clusters Score -4698168 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 45204 members 
Entering Unmasked Estep 
Score: -4699601.500000 Penalty: 5461.149414
	Iteration 10Q: 3 clusters Score -4699602 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 46234 members 
Entering Unmasked Estep 
Score: -4700812.500000 Penalty: 5461.149414
	Iteration 11Q: 3 clusters Score -4700812 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 47181 members 
Entering Unmasked Estep 
Score: -4702059.000000 Penalty: 5461.149414
	Iteration 12Q: 3 clusters Score -4702059 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 47899 members 
Entering Unmasked Estep 
Score: -4703032.500000 Penalty: 5461.149414
	Iteration 13Q: 3 clusters Score -4703032 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 48401 members 
Entering Unmasked Estep 
Score: -4703599.500000 Penalty: 5461.149414
	Iteration 14Q: 3 clusters Score -4703600 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 48723 members 
Entering Unmasked Estep 
Score: -4703833.000000 Penalty: 5461.149414
	Iteration 15Q: 3 clusters Score -4703833 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 48951 members 
Entering Unmasked Estep 
Score: -4703971.000000 Penalty: 5461.149414
	Iteration 16Q: 3 clusters Score -4703971 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 49109 members 
Entering Unmasked Estep 
Score: -4704047.500000 Penalty: 5461.149414
	Iteration 17Q: 3 clusters Score -4704048 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 49221 members 
Entering Unmasked Estep 
Score: -4704071.000000 Penalty: 5461.149414
	Iteration 18Q: 3 clusters Score -4704071 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 49328 members 
Entering Unmasked Estep 
Score: -4704078.500000 Penalty: 5461.149414
	Iteration 19Q: 3 clusters Score -4704078 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 49414 members 
Entering Unmasked Estep 
Score: -4704075.500000 Penalty: 5461.149414
	Iteration 20F: 3 clusters Score -4704076 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 49486 members 
Entering Unmasked Estep 
Score: -4704087.500000 Penalty: 5461.149414
	Iteration 21Q: 3 clusters Score -4704088 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 49537 members 
Entering Unmasked Estep 
Score: -4704100.000000 Penalty: 5461.149414
	Iteration 22Q: 3 clusters Score -4704100 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 49581 members 
Entering Unmasked Estep 
Score: -4704110.500000 Penalty: 5461.149414
	Iteration 23Q: 3 clusters Score -4704110 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 49618 members 
Entering Unmasked Estep 
Score: -4704105.000000 Penalty: 5461.149414
	Iteration 24Q: 3 clusters Score -4704105 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 49651 members 
Entering Unmasked Estep 
Score: -4704111.000000 Penalty: 5461.149414
	Iteration 25Q: 3 clusters Score -4704111 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 49679 members 
Entering Unmasked Estep 
Score: -4704110.500000 Penalty: 5461.149414
	Iteration 26Q: 3 clusters Score -4704110 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 49702 members 
Entering Unmasked Estep 
Score: -4704114.500000 Penalty: 5461.149414
	Iteration 27Q: 3 clusters Score -4704114 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 49718 members 
Entering Unmasked Estep 
Score: -4704103.000000 Penalty: 5461.149414
	Iteration 28Q: 3 clusters Score -4704103 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 49733 members 
Entering Unmasked Estep 
Score: -4704102.500000 Penalty: 5461.149414
	Iteration 29Q: 3 clusters Score -4704102 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 49749 members 
Entering Unmasked Estep 
Score: -4704105.500000 Penalty: 5461.149414
	Iteration 30Q: 3 clusters Score -4704106 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 49763 members 
Entering Unmasked Estep 
Score: -4704115.000000 Penalty: 5461.149414
	Iteration 31Q: 3 clusters Score -4704115 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 49773 members 
Entering Unmasked Estep 
Score: -4704114.500000 Penalty: 5461.149414
	Iteration 32Q: 3 clusters Score -4704114 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 49782 members 
Entering Unmasked Estep 
Score: -4704118.500000 Penalty: 5461.149414
	Iteration 33Q: 3 clusters Score -4704118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 49787 members 
Entering Unmasked Estep 
Score: -4704115.000000 Penalty: 5461.149414
	Iteration 34Q: 3 clusters Score -4704115 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 49794 members 
Entering Unmasked Estep 
Score: -4704114.000000 Penalty: 5461.149414
	Iteration 35Q: 3 clusters Score -4704114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 49799 members 
Entering Unmasked Estep 
Score: -4704114.500000 Penalty: 5461.149414
	Iteration 36Q: 3 clusters Score -4704114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 49805 members 
Entering Unmasked Estep 
Score: -4704116.500000 Penalty: 5461.149414
	Iteration 37Q: 3 clusters Score -4704116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 49809 members 
Entering Unmasked Estep 
Score: -4704113.500000 Penalty: 5461.149414
	Iteration 38Q: 3 clusters Score -4704114 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 49818 members 
Entering Unmasked Estep 
Score: -4704116.000000 Penalty: 5461.149414
	Iteration 39Q: 3 clusters Score -4704116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 49825 members 
Entering Unmasked Estep 
Score: -4704112.000000 Penalty: 5461.149414
	Iteration 40F: 3 clusters Score -4704112 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 49835 members 
Entering Unmasked Estep 
Score: -4704121.000000 Penalty: 5461.149414
	Iteration 41Q: 3 clusters Score -4704121 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 49840 members 
Entering Unmasked Estep 
Score: -4704132.000000 Penalty: 5461.149414
	Iteration 42Q: 3 clusters Score -4704132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 49843 members 
Entering Unmasked Estep 
Score: -4704122.500000 Penalty: 5461.149414
	Iteration 43Q: 3 clusters Score -4704122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 49843 members 
Entering Unmasked Estep 
Score: -4704122.500000 Penalty: 5461.149414
	Iteration 44F: 3 clusters Score -4704122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75115 members 
Mstep: Class 2 contains 24185 members 
Mstep: Class 3 contains 3399 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 80349 members 
Mstep: Class 6 contains 154128 members 
Mstep: Class 7 contains 8608 members 
Mstep: Class 8 contains 8396 members 
Mstep: Class 9 contains 75577 members 
Mstep: Class 10 contains 66001 members 
Mstep: Class 11 contains 6452 members 
Mstep: Class 12 contains 10656 members 
Mstep: Class 13 contains 5832 members 
Mstep: Class 14 contains 20394 members 
Mstep: Class 15 contains 17064 members 
Mstep: Class 16 contains 14590 members 
Mstep: Class 17 contains 37983 members 
Mstep: Class 18 contains 3527 members 
Mstep: Class 19 contains 5636 members 
Mstep: Class 20 contains 11835 members 
Mstep: Class 21 contains 9952 members 
Mstep: Class 22 contains 9956 members 
Mstep: Class 23 contains 28902 members 
Mstep: Class 24 contains 542041 members 
Mstep: Class 25 contains 62323 members 
Mstep: Class 26 contains 6971 members 
Mstep: Class 27 contains 3437 members 
Mstep: Class 28 contains 69474 members 
Mstep: Class 29 contains 5912 members 
Mstep: Class 30 contains 15535 members 
Mstep: Class 31 contains 3261 members 
Mstep: Class 32 contains 19453 members 
Mstep: Class 33 contains 2732 members 
Mstep: Class 34 contains 49843 members 
Entering Unmasked Estep 
Score: -111982872.000000 Penalty: 119701.210938
Splitting cluster 12 changes total score from -111983312.000000 to -111982872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (5832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Entering Unmasked Estep 
Score: -458718.906250 Penalty: 2150.436523
	Iteration 0F: 2 clusters Score -458718.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -453676.156250 Penalty: 4300.873047
	Iteration 0F: 3 clusters Score -453676.2 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -454871.406250 Penalty: 4300.873047
	Iteration 1F: 3 clusters Score -454871.4 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -455090.531250 Penalty: 4300.873047
	Iteration 2F: 3 clusters Score -455090.5 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -455260.000000 Penalty: 4300.873047
	Iteration 3F: 3 clusters Score -455260 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -455400.750000 Penalty: 4300.873047
	Iteration 4Q: 3 clusters Score -455400.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -455560.281250 Penalty: 4300.873047
	Iteration 5Q: 3 clusters Score -455560.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -455699.750000 Penalty: 4300.873047
	Iteration 6Q: 3 clusters Score -455699.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -455855.906250 Penalty: 4300.873047
	Iteration 7Q: 3 clusters Score -455855.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -456035.093750 Penalty: 4300.873047
	Iteration 8Q: 3 clusters Score -456035.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -456232.906250 Penalty: 4300.873047
	Iteration 9Q: 3 clusters Score -456232.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -456406.000000 Penalty: 4300.873047
	Iteration 10Q: 3 clusters Score -456406 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -456559.312500 Penalty: 4300.873047
	Iteration 11Q: 3 clusters Score -456559.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -456684.437500 Penalty: 4300.873047
	Iteration 12Q: 3 clusters Score -456684.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -456787.093750 Penalty: 4300.873047
	Iteration 13Q: 3 clusters Score -456787.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -456853.843750 Penalty: 4300.873047
	Iteration 14Q: 3 clusters Score -456853.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -456906.500000 Penalty: 4300.873047
	Iteration 15Q: 3 clusters Score -456906.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -456950.625000 Penalty: 4300.873047
	Iteration 16Q: 3 clusters Score -456950.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -456988.468750 Penalty: 4300.873047
	Iteration 17Q: 3 clusters Score -456988.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -457017.531250 Penalty: 4300.873047
	Iteration 18Q: 3 clusters Score -457017.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -457035.187500 Penalty: 4300.873047
	Iteration 19Q: 3 clusters Score -457035.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -457051.906250 Penalty: 4300.873047
	Iteration 20F: 3 clusters Score -457051.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -457072.000000 Penalty: 4300.873047
	Iteration 21Q: 3 clusters Score -457072 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -457084.718750 Penalty: 4300.873047
	Iteration 22Q: 3 clusters Score -457084.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -457098.156250 Penalty: 4300.873047
	Iteration 23Q: 3 clusters Score -457098.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -457110.031250 Penalty: 4300.873047
	Iteration 24Q: 3 clusters Score -457110 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -457119.093750 Penalty: 4300.873047
	Iteration 25Q: 3 clusters Score -457119.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -457122.062500 Penalty: 4300.873047
	Iteration 26Q: 3 clusters Score -457122.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -457125.750000 Penalty: 4300.873047
	Iteration 27Q: 3 clusters Score -457125.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -457125.781250 Penalty: 4300.873047
	Iteration 28Q: 3 clusters Score -457125.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -457129.656250 Penalty: 4300.873047
	Iteration 29Q: 3 clusters Score -457129.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -457135.718750 Penalty: 4300.873047
	Iteration 30Q: 3 clusters Score -457135.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -457140.906250 Penalty: 4300.873047
	Iteration 31Q: 3 clusters Score -457140.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -457146.000000 Penalty: 4300.873047
	Iteration 32Q: 3 clusters Score -457146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -457147.156250 Penalty: 4300.873047
	Iteration 33Q: 3 clusters Score -457147.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -457148.906250 Penalty: 4300.873047
	Iteration 34Q: 3 clusters Score -457148.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -457148.937500 Penalty: 4300.873047
	Iteration 35Q: 3 clusters Score -457148.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -457148.937500 Penalty: 4300.873047
	Iteration 36F: 3 clusters Score -457148.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (20394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20394 members 
Entering Unmasked Estep 
Score: -1410871.750000 Penalty: 2460.902832
	Iteration 0F: 2 clusters Score -1410872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -1396500.125000 Penalty: 4921.805664
	Iteration 0F: 3 clusters Score -1396500 nChanged 8968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -1401761.000000 Penalty: 4921.805664
	Iteration 1F: 3 clusters Score -1401761 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -1402923.875000 Penalty: 4921.805664
	Iteration 2F: 3 clusters Score -1402924 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -1404274.375000 Penalty: 4921.805664
	Iteration 3F: 3 clusters Score -1404274 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -1405490.750000 Penalty: 4921.805664
	Iteration 4F: 3 clusters Score -1405491 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -1406342.875000 Penalty: 4921.805664
	Iteration 5F: 3 clusters Score -1406343 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -1406962.250000 Penalty: 4921.805664
	Iteration 6F: 3 clusters Score -1406962 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1407467.625000 Penalty: 4921.805664
	Iteration 7Q: 3 clusters Score -1407468 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1407839.375000 Penalty: 4921.805664
	Iteration 8Q: 3 clusters Score -1407839 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1408162.000000 Penalty: 4921.805664
	Iteration 9Q: 3 clusters Score -1408162 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1408449.750000 Penalty: 4921.805664
	Iteration 10Q: 3 clusters Score -1408450 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1408694.250000 Penalty: 4921.805664
	Iteration 11Q: 3 clusters Score -1408694 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1408931.625000 Penalty: 4921.805664
	Iteration 12Q: 3 clusters Score -1408932 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1409157.000000 Penalty: 4921.805664
	Iteration 13Q: 3 clusters Score -1409157 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -1409358.625000 Penalty: 4921.805664
	Iteration 14Q: 3 clusters Score -1409359 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1409532.500000 Penalty: 4921.805664
	Iteration 15Q: 3 clusters Score -1409532 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1409698.500000 Penalty: 4921.805664
	Iteration 16Q: 3 clusters Score -1409698 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15983 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1409909.000000 Penalty: 4921.805664
	Iteration 17Q: 3 clusters Score -1409909 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16254 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -1410092.875000 Penalty: 4921.805664
	Iteration 18Q: 3 clusters Score -1410093 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -1410270.375000 Penalty: 4921.805664
	Iteration 19Q: 3 clusters Score -1410270 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16700 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1410450.875000 Penalty: 4921.805664
	Iteration 20F: 3 clusters Score -1410451 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16865 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1410569.000000 Penalty: 4921.805664
	Iteration 21Q: 3 clusters Score -1410569 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17008 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -1410664.625000 Penalty: 4921.805664
	Iteration 22Q: 3 clusters Score -1410665 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17138 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1410771.250000 Penalty: 4921.805664
	Iteration 23Q: 3 clusters Score -1410771 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17239 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1410847.625000 Penalty: 4921.805664
	Iteration 24Q: 3 clusters Score -1410848 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17330 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1410908.625000 Penalty: 4921.805664
	Iteration 25Q: 3 clusters Score -1410909 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17408 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1410949.250000 Penalty: 4921.805664
	Iteration 26Q: 3 clusters Score -1410949 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17465 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1410968.500000 Penalty: 4921.805664
	Iteration 27Q: 3 clusters Score -1410968 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17510 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1410981.250000 Penalty: 4921.805664
	Iteration 28Q: 3 clusters Score -1410981 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17562 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1411002.250000 Penalty: 4921.805664
	Iteration 29Q: 3 clusters Score -1411002 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17606 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1411013.250000 Penalty: 4921.805664
	Iteration 30Q: 3 clusters Score -1411013 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17642 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1411024.500000 Penalty: 4921.805664
	Iteration 31Q: 3 clusters Score -1411024 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1411028.375000 Penalty: 4921.805664
	Iteration 32Q: 3 clusters Score -1411028 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17683 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1411034.750000 Penalty: 4921.805664
	Iteration 33Q: 3 clusters Score -1411035 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17703 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1411041.625000 Penalty: 4921.805664
	Iteration 34Q: 3 clusters Score -1411042 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17725 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1411043.625000 Penalty: 4921.805664
	Iteration 35Q: 3 clusters Score -1411044 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1411050.125000 Penalty: 4921.805664
	Iteration 36Q: 3 clusters Score -1411050 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17772 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1411059.250000 Penalty: 4921.805664
	Iteration 37Q: 3 clusters Score -1411059 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17786 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -1411059.500000 Penalty: 4921.805664
	Iteration 38Q: 3 clusters Score -1411060 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1411058.750000 Penalty: 4921.805664
	Iteration 39Q: 3 clusters Score -1411059 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17803 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1411058.125000 Penalty: 4921.805664
	Iteration 40F: 3 clusters Score -1411058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17808 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1411061.250000 Penalty: 4921.805664
	Iteration 41Q: 3 clusters Score -1411061 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17814 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -1411060.000000 Penalty: 4921.805664
	Iteration 42Q: 3 clusters Score -1411060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17821 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -1411061.375000 Penalty: 4921.805664
	Iteration 43Q: 3 clusters Score -1411061 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17825 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1411064.125000 Penalty: 4921.805664
	Iteration 44Q: 3 clusters Score -1411064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17829 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1411064.875000 Penalty: 4921.805664
	Iteration 45Q: 3 clusters Score -1411065 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17836 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1411066.625000 Penalty: 4921.805664
	Iteration 46Q: 3 clusters Score -1411067 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1411065.750000 Penalty: 4921.805664
	Iteration 47Q: 3 clusters Score -1411066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1411067.375000 Penalty: 4921.805664
	Iteration 48Q: 3 clusters Score -1411067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17848 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1411069.500000 Penalty: 4921.805664
	Iteration 49Q: 3 clusters Score -1411070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17849 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1411070.000000 Penalty: 4921.805664
	Iteration 50Q: 3 clusters Score -1411070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17849 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1411070.000000 Penalty: 4921.805664
	Iteration 51F: 3 clusters Score -1411070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75115 members 
Mstep: Class 2 contains 24185 members 
Mstep: Class 3 contains 3399 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 80349 members 
Mstep: Class 6 contains 154128 members 
Mstep: Class 7 contains 8608 members 
Mstep: Class 8 contains 8396 members 
Mstep: Class 9 contains 75577 members 
Mstep: Class 10 contains 66001 members 
Mstep: Class 11 contains 6452 members 
Mstep: Class 12 contains 60499 members 
Mstep: Class 13 contains 5832 members 
Mstep: Class 14 contains 17849 members 
Mstep: Class 15 contains 17064 members 
Mstep: Class 16 contains 14590 members 
Mstep: Class 17 contains 37983 members 
Mstep: Class 18 contains 3527 members 
Mstep: Class 19 contains 5636 members 
Mstep: Class 20 contains 11835 members 
Mstep: Class 21 contains 9952 members 
Mstep: Class 22 contains 9956 members 
Mstep: Class 23 contains 28902 members 
Mstep: Class 24 contains 542041 members 
Mstep: Class 25 contains 62323 members 
Mstep: Class 26 contains 6971 members 
Mstep: Class 27 contains 3437 members 
Mstep: Class 28 contains 69474 members 
Mstep: Class 29 contains 5912 members 
Mstep: Class 30 contains 15535 members 
Mstep: Class 31 contains 3261 members 
Mstep: Class 32 contains 19453 members 
Mstep: Class 33 contains 2732 members 
Mstep: Class 34 contains 2545 members 
Entering Unmasked Estep 
Score: -111982464.000000 Penalty: 119701.210938
Splitting cluster 14 changes total score from -111983312.000000 to -111982464.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (17064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17064 members 
Entering Unmasked Estep 
Score: -1353702.000000 Penalty: 2416.692139
	Iteration 0F: 2 clusters Score -1353702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -1341636.375000 Penalty: 4833.384277
	Iteration 0F: 3 clusters Score -1341636 nChanged 7301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -1345689.125000 Penalty: 4833.384277
	Iteration 1F: 3 clusters Score -1345689 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -1346186.125000 Penalty: 4833.384277
	Iteration 2F: 3 clusters Score -1346186 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -1346620.125000 Penalty: 4833.384277
	Iteration 3F: 3 clusters Score -1346620 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -1347048.000000 Penalty: 4833.384277
	Iteration 4Q: 3 clusters Score -1347048 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -1347477.625000 Penalty: 4833.384277
	Iteration 5Q: 3 clusters Score -1347478 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -1348011.750000 Penalty: 4833.384277
	Iteration 6Q: 3 clusters Score -1348012 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -1348651.000000 Penalty: 4833.384277
	Iteration 7F: 3 clusters Score -1348651 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -1349273.750000 Penalty: 4833.384277
	Iteration 8F: 3 clusters Score -1349274 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -1349790.750000 Penalty: 4833.384277
	Iteration 9Q: 3 clusters Score -1349791 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -1350155.375000 Penalty: 4833.384277
	Iteration 10Q: 3 clusters Score -1350155 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -1350408.125000 Penalty: 4833.384277
	Iteration 11Q: 3 clusters Score -1350408 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -1350617.625000 Penalty: 4833.384277
	Iteration 12Q: 3 clusters Score -1350618 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -1350791.375000 Penalty: 4833.384277
	Iteration 13Q: 3 clusters Score -1350791 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -1350979.125000 Penalty: 4833.384277
	Iteration 14Q: 3 clusters Score -1350979 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -1351166.500000 Penalty: 4833.384277
	Iteration 15Q: 3 clusters Score -1351166 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -1351363.125000 Penalty: 4833.384277
	Iteration 16Q: 3 clusters Score -1351363 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -1351507.875000 Penalty: 4833.384277
	Iteration 17Q: 3 clusters Score -1351508 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -1351618.375000 Penalty: 4833.384277
	Iteration 18Q: 3 clusters Score -1351618 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -1351694.125000 Penalty: 4833.384277
	Iteration 19Q: 3 clusters Score -1351694 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -1351738.875000 Penalty: 4833.384277
	Iteration 20F: 3 clusters Score -1351739 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -1351773.250000 Penalty: 4833.384277
	Iteration 21Q: 3 clusters Score -1351773 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -1351805.125000 Penalty: 4833.384277
	Iteration 22Q: 3 clusters Score -1351805 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -1351823.375000 Penalty: 4833.384277
	Iteration 23Q: 3 clusters Score -1351823 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -1351838.875000 Penalty: 4833.384277
	Iteration 24Q: 3 clusters Score -1351839 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -1351857.250000 Penalty: 4833.384277
	Iteration 25Q: 3 clusters Score -1351857 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -1351869.375000 Penalty: 4833.384277
	Iteration 26Q: 3 clusters Score -1351869 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -1351880.750000 Penalty: 4833.384277
	Iteration 27Q: 3 clusters Score -1351881 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -1351887.125000 Penalty: 4833.384277
	Iteration 28Q: 3 clusters Score -1351887 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -1351887.125000 Penalty: 4833.384277
	Iteration 29Q: 3 clusters Score -1351887 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -1351888.875000 Penalty: 4833.384277
	Iteration 30Q: 3 clusters Score -1351889 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -1351891.875000 Penalty: 4833.384277
	Iteration 31Q: 3 clusters Score -1351892 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -1351894.875000 Penalty: 4833.384277
	Iteration 32Q: 3 clusters Score -1351895 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -1351899.500000 Penalty: 4833.384277
	Iteration 33Q: 3 clusters Score -1351900 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -1351899.875000 Penalty: 4833.384277
	Iteration 34Q: 3 clusters Score -1351900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -1351900.250000 Penalty: 4833.384277
	Iteration 35Q: 3 clusters Score -1351900 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -1351900.250000 Penalty: 4833.384277
	Iteration 36F: 3 clusters Score -1351900 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (14590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Entering Unmasked Estep 
Score: -1095808.875000 Penalty: 2377.846680
	Iteration 0F: 2 clusters Score -1095809 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1085181.500000 Penalty: 4755.693359
	Iteration 0F: 3 clusters Score -1085182 nChanged 6232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1088593.375000 Penalty: 4755.693359
	Iteration 1F: 3 clusters Score -1088593 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1089057.750000 Penalty: 4755.693359
	Iteration 2F: 3 clusters Score -1089058 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1089457.500000 Penalty: 4755.693359
	Iteration 3F: 3 clusters Score -1089458 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1089817.250000 Penalty: 4755.693359
	Iteration 4Q: 3 clusters Score -1089817 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1090221.875000 Penalty: 4755.693359
	Iteration 5Q: 3 clusters Score -1090222 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1090641.000000 Penalty: 4755.693359
	Iteration 6Q: 3 clusters Score -1090641 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1091044.625000 Penalty: 4755.693359
	Iteration 7Q: 3 clusters Score -1091045 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -1091457.625000 Penalty: 4755.693359
	Iteration 8Q: 3 clusters Score -1091458 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1091828.375000 Penalty: 4755.693359
	Iteration 9Q: 3 clusters Score -1091828 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -1092162.375000 Penalty: 4755.693359
	Iteration 10Q: 3 clusters Score -1092162 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1092408.375000 Penalty: 4755.693359
	Iteration 11Q: 3 clusters Score -1092408 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1092570.000000 Penalty: 4755.693359
	Iteration 12Q: 3 clusters Score -1092570 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1092662.250000 Penalty: 4755.693359
	Iteration 13Q: 3 clusters Score -1092662 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -1092741.250000 Penalty: 4755.693359
	Iteration 14Q: 3 clusters Score -1092741 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -1092803.250000 Penalty: 4755.693359
	Iteration 15Q: 3 clusters Score -1092803 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -1092843.500000 Penalty: 4755.693359
	Iteration 16Q: 3 clusters Score -1092844 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1092876.250000 Penalty: 4755.693359
	Iteration 17Q: 3 clusters Score -1092876 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -1092905.750000 Penalty: 4755.693359
	Iteration 18Q: 3 clusters Score -1092906 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -1092928.625000 Penalty: 4755.693359
	Iteration 19Q: 3 clusters Score -1092929 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -1092944.625000 Penalty: 4755.693359
	Iteration 20F: 3 clusters Score -1092945 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -1092968.125000 Penalty: 4755.693359
	Iteration 21Q: 3 clusters Score -1092968 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -1092992.375000 Penalty: 4755.693359
	Iteration 22Q: 3 clusters Score -1092992 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -1093004.000000 Penalty: 4755.693359
	Iteration 23Q: 3 clusters Score -1093004 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -1093016.625000 Penalty: 4755.693359
	Iteration 24Q: 3 clusters Score -1093017 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -1093023.375000 Penalty: 4755.693359
	Iteration 25Q: 3 clusters Score -1093023 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1093031.875000 Penalty: 4755.693359
	Iteration 26Q: 3 clusters Score -1093032 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -1093048.000000 Penalty: 4755.693359
	Iteration 27Q: 3 clusters Score -1093048 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -1093059.875000 Penalty: 4755.693359
	Iteration 28Q: 3 clusters Score -1093060 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -1093072.875000 Penalty: 4755.693359
	Iteration 29Q: 3 clusters Score -1093073 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1093077.750000 Penalty: 4755.693359
	Iteration 30Q: 3 clusters Score -1093078 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -1093084.875000 Penalty: 4755.693359
	Iteration 31Q: 3 clusters Score -1093085 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -1093094.000000 Penalty: 4755.693359
	Iteration 32Q: 3 clusters Score -1093094 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -1093103.375000 Penalty: 4755.693359
	Iteration 33Q: 3 clusters Score -1093103 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -1093112.750000 Penalty: 4755.693359
	Iteration 34Q: 3 clusters Score -1093113 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -1093118.000000 Penalty: 4755.693359
	Iteration 35Q: 3 clusters Score -1093118 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -1093125.875000 Penalty: 4755.693359
	Iteration 36Q: 3 clusters Score -1093126 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -1093133.500000 Penalty: 4755.693359
	Iteration 37Q: 3 clusters Score -1093134 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -1093137.625000 Penalty: 4755.693359
	Iteration 38Q: 3 clusters Score -1093138 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -1093143.000000 Penalty: 4755.693359
	Iteration 39Q: 3 clusters Score -1093143 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -1093149.250000 Penalty: 4755.693359
	Iteration 40F: 3 clusters Score -1093149 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -1093150.375000 Penalty: 4755.693359
	Iteration 41Q: 3 clusters Score -1093150 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -1093153.500000 Penalty: 4755.693359
	Iteration 42Q: 3 clusters Score -1093154 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -1093155.625000 Penalty: 4755.693359
	Iteration 43Q: 3 clusters Score -1093156 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1093156.000000 Penalty: 4755.693359
	Iteration 44Q: 3 clusters Score -1093156 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -1093158.000000 Penalty: 4755.693359
	Iteration 45Q: 3 clusters Score -1093158 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -1093161.500000 Penalty: 4755.693359
	Iteration 46Q: 3 clusters Score -1093162 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1093165.000000 Penalty: 4755.693359
	Iteration 47Q: 3 clusters Score -1093165 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -1093164.250000 Penalty: 4755.693359
	Iteration 48Q: 3 clusters Score -1093164 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -1093170.250000 Penalty: 4755.693359
	Iteration 49Q: 3 clusters Score -1093170 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -1093167.625000 Penalty: 4755.693359
	Iteration 50Q: 3 clusters Score -1093168 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -1093171.375000 Penalty: 4755.693359
	Iteration 51Q: 3 clusters Score -1093171 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -1093175.000000 Penalty: 4755.693359
	Iteration 52Q: 3 clusters Score -1093175 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -1093176.500000 Penalty: 4755.693359
	Iteration 53Q: 3 clusters Score -1093176 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -1093176.000000 Penalty: 4755.693359
	Iteration 54Q: 3 clusters Score -1093176 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -1093177.125000 Penalty: 4755.693359
	Iteration 55Q: 3 clusters Score -1093177 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -1093176.125000 Penalty: 4755.693359
	Iteration 56Q: 3 clusters Score -1093176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -1093177.500000 Penalty: 4755.693359
	Iteration 57Q: 3 clusters Score -1093178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -1093179.750000 Penalty: 4755.693359
	Iteration 58Q: 3 clusters Score -1093180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -1093181.000000 Penalty: 4755.693359
	Iteration 59Q: 3 clusters Score -1093181 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -1093182.250000 Penalty: 4755.693359
	Iteration 60F: 3 clusters Score -1093182 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -1093181.125000 Penalty: 4755.693359
	Iteration 61Q: 3 clusters Score -1093181 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -1093182.250000 Penalty: 4755.693359
	Iteration 62Q: 3 clusters Score -1093182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -1093181.875000 Penalty: 4755.693359
	Iteration 63Q: 3 clusters Score -1093182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -1093184.875000 Penalty: 4755.693359
	Iteration 64Q: 3 clusters Score -1093185 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -1093188.625000 Penalty: 4755.693359
	Iteration 65Q: 3 clusters Score -1093189 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -1093187.750000 Penalty: 4755.693359
	Iteration 66Q: 3 clusters Score -1093188 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -1093193.625000 Penalty: 4755.693359
	Iteration 67Q: 3 clusters Score -1093194 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -1093191.750000 Penalty: 4755.693359
	Iteration 68Q: 3 clusters Score -1093192 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -1093193.500000 Penalty: 4755.693359
	Iteration 69Q: 3 clusters Score -1093194 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -1093196.875000 Penalty: 4755.693359
	Iteration 70Q: 3 clusters Score -1093197 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -1093199.625000 Penalty: 4755.693359
	Iteration 71Q: 3 clusters Score -1093200 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -1093197.750000 Penalty: 4755.693359
	Iteration 72Q: 3 clusters Score -1093198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -1093200.625000 Penalty: 4755.693359
	Iteration 73Q: 3 clusters Score -1093201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -1093199.000000 Penalty: 4755.693359
	Iteration 74Q: 3 clusters Score -1093199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -1093199.750000 Penalty: 4755.693359
	Iteration 75Q: 3 clusters Score -1093200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -1093203.750000 Penalty: 4755.693359
	Iteration 76Q: 3 clusters Score -1093204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -1093202.000000 Penalty: 4755.693359
	Iteration 77Q: 3 clusters Score -1093202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -1093203.375000 Penalty: 4755.693359
	Iteration 78Q: 3 clusters Score -1093203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -1093205.000000 Penalty: 4755.693359
	Iteration 79Q: 3 clusters Score -1093205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -1093202.250000 Penalty: 4755.693359
	Iteration 80F: 3 clusters Score -1093202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -1093204.125000 Penalty: 4755.693359
	Iteration 81Q: 3 clusters Score -1093204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -1093202.875000 Penalty: 4755.693359
	Iteration 82Q: 3 clusters Score -1093203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -1093204.375000 Penalty: 4755.693359
	Iteration 83Q: 3 clusters Score -1093204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -1093205.125000 Penalty: 4755.693359
	Iteration 84Q: 3 clusters Score -1093205 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -1093204.625000 Penalty: 4755.693359
	Iteration 85Q: 3 clusters Score -1093205 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -1093202.875000 Penalty: 4755.693359
	Iteration 86Q: 3 clusters Score -1093203 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -1093205.375000 Penalty: 4755.693359
	Iteration 87Q: 3 clusters Score -1093205 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -1093206.500000 Penalty: 4755.693359
	Iteration 88Q: 3 clusters Score -1093206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -1093203.625000 Penalty: 4755.693359
	Iteration 89Q: 3 clusters Score -1093204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -1093204.125000 Penalty: 4755.693359
	Iteration 90Q: 3 clusters Score -1093204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -1093205.250000 Penalty: 4755.693359
	Iteration 91Q: 3 clusters Score -1093205 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -1093205.250000 Penalty: 4755.693359
	Iteration 92F: 3 clusters Score -1093205 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (37983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37983 members 
Entering Unmasked Estep 
Score: -2961930.250000 Penalty: 2615.133789
	Iteration 0F: 2 clusters Score -2961930 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18840 members 
Mstep: Class 2 contains 19143 members 
Entering Unmasked Estep 
Score: -2936060.000000 Penalty: 5230.267578
	Iteration 0F: 3 clusters Score -2936060 nChanged 17300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17772 members 
Mstep: Class 2 contains 20211 members 
Entering Unmasked Estep 
Score: -2945654.250000 Penalty: 5230.267578
	Iteration 1F: 3 clusters Score -2945654 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 20828 members 
Entering Unmasked Estep 
Score: -2946215.000000 Penalty: 5230.267578
	Iteration 2Q: 3 clusters Score -2946215 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16191 members 
Mstep: Class 2 contains 21792 members 
Entering Unmasked Estep 
Score: -2946909.750000 Penalty: 5230.267578
	Iteration 3Q: 3 clusters Score -2946910 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 23084 members 
Entering Unmasked Estep 
Score: -2947777.500000 Penalty: 5230.267578
	Iteration 4Q: 3 clusters Score -2947778 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 24828 members 
Entering Unmasked Estep 
Score: -2948951.000000 Penalty: 5230.267578
	Iteration 5F: 3 clusters Score -2948951 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 27049 members 
Entering Unmasked Estep 
Score: -2950681.500000 Penalty: 5230.267578
	Iteration 6F: 3 clusters Score -2950682 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 29568 members 
Entering Unmasked Estep 
Score: -2952933.500000 Penalty: 5230.267578
	Iteration 7F: 3 clusters Score -2952934 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 32024 members 
Entering Unmasked Estep 
Score: -2955400.750000 Penalty: 5230.267578
	Iteration 8F: 3 clusters Score -2955401 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 33957 members 
Entering Unmasked Estep 
Score: -2957588.750000 Penalty: 5230.267578
	Iteration 9F: 3 clusters Score -2957589 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 35051 members 
Entering Unmasked Estep 
Score: -2959053.250000 Penalty: 5230.267578
	Iteration 10Q: 3 clusters Score -2959053 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 35537 members 
Entering Unmasked Estep 
Score: -2959939.750000 Penalty: 5230.267578
	Iteration 11Q: 3 clusters Score -2959940 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 35774 members 
Entering Unmasked Estep 
Score: -2960456.000000 Penalty: 5230.267578
	Iteration 12Q: 3 clusters Score -2960456 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 35899 members 
Entering Unmasked Estep 
Score: -2960740.000000 Penalty: 5230.267578
	Iteration 13Q: 3 clusters Score -2960740 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 35989 members 
Entering Unmasked Estep 
Score: -2960919.250000 Penalty: 5230.267578
	Iteration 14Q: 3 clusters Score -2960919 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 36036 members 
Entering Unmasked Estep 
Score: -2960989.000000 Penalty: 5230.267578
	Iteration 15Q: 3 clusters Score -2960989 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 36077 members 
Entering Unmasked Estep 
Score: -2961050.250000 Penalty: 5230.267578
	Iteration 16Q: 3 clusters Score -2961050 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 36103 members 
Entering Unmasked Estep 
Score: -2961079.250000 Penalty: 5230.267578
	Iteration 17Q: 3 clusters Score -2961079 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 36121 members 
Entering Unmasked Estep 
Score: -2961096.500000 Penalty: 5230.267578
	Iteration 18Q: 3 clusters Score -2961096 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 36132 members 
Entering Unmasked Estep 
Score: -2961102.000000 Penalty: 5230.267578
	Iteration 19Q: 3 clusters Score -2961102 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 36138 members 
Entering Unmasked Estep 
Score: -2961112.000000 Penalty: 5230.267578
	Iteration 20F: 3 clusters Score -2961112 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 36156 members 
Entering Unmasked Estep 
Score: -2961120.500000 Penalty: 5230.267578
	Iteration 21Q: 3 clusters Score -2961120 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 36166 members 
Entering Unmasked Estep 
Score: -2961124.750000 Penalty: 5230.267578
	Iteration 22Q: 3 clusters Score -2961125 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 36176 members 
Entering Unmasked Estep 
Score: -2961129.500000 Penalty: 5230.267578
	Iteration 23Q: 3 clusters Score -2961130 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 36186 members 
Entering Unmasked Estep 
Score: -2961133.000000 Penalty: 5230.267578
	Iteration 24Q: 3 clusters Score -2961133 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 36194 members 
Entering Unmasked Estep 
Score: -2961136.000000 Penalty: 5230.267578
	Iteration 25Q: 3 clusters Score -2961136 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 36200 members 
Entering Unmasked Estep 
Score: -2961142.250000 Penalty: 5230.267578
	Iteration 26Q: 3 clusters Score -2961142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 36208 members 
Entering Unmasked Estep 
Score: -2961143.000000 Penalty: 5230.267578
	Iteration 27Q: 3 clusters Score -2961143 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 36212 members 
Entering Unmasked Estep 
Score: -2961140.750000 Penalty: 5230.267578
	Iteration 28Q: 3 clusters Score -2961141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 36215 members 
Entering Unmasked Estep 
Score: -2961144.500000 Penalty: 5230.267578
	Iteration 29Q: 3 clusters Score -2961144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 36215 members 
Entering Unmasked Estep 
Score: -2961143.000000 Penalty: 5230.267578
	Iteration 30Q: 3 clusters Score -2961143 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 36215 members 
Entering Unmasked Estep 
Score: -2961139.250000 Penalty: 5230.267578
	Iteration 31Q: 3 clusters Score -2961139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 36218 members 
Entering Unmasked Estep 
Score: -2961138.250000 Penalty: 5230.267578
	Iteration 32Q: 3 clusters Score -2961138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 36218 members 
Entering Unmasked Estep 
Score: -2961140.750000 Penalty: 5230.267578
	Iteration 33Q: 3 clusters Score -2961141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 36219 members 
Entering Unmasked Estep 
Score: -2961141.000000 Penalty: 5230.267578
	Iteration 34Q: 3 clusters Score -2961141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 36220 members 
Entering Unmasked Estep 
Score: -2961142.250000 Penalty: 5230.267578
	Iteration 35Q: 3 clusters Score -2961142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 36222 members 
Entering Unmasked Estep 
Score: -2961139.500000 Penalty: 5230.267578
	Iteration 36Q: 3 clusters Score -2961140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 36223 members 
Entering Unmasked Estep 
Score: -2961140.500000 Penalty: 5230.267578
	Iteration 37Q: 3 clusters Score -2961140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 36223 members 
Entering Unmasked Estep 
Score: -2961140.500000 Penalty: 5230.267578
	Iteration 38F: 3 clusters Score -2961140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Entering Unmasked Estep 
Score: -300433.468750 Penalty: 2025.714478
	Iteration 0F: 2 clusters Score -300433.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -296858.000000 Penalty: 4051.428955
	Iteration 0F: 3 clusters Score -296858 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -297607.812500 Penalty: 4051.428955
	Iteration 1F: 3 clusters Score -297607.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -297766.375000 Penalty: 4051.428955
	Iteration 2F: 3 clusters Score -297766.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -297862.781250 Penalty: 4051.428955
	Iteration 3Q: 3 clusters Score -297862.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -297930.406250 Penalty: 4051.428955
	Iteration 4Q: 3 clusters Score -297930.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -297973.343750 Penalty: 4051.428955
	Iteration 5Q: 3 clusters Score -297973.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -298001.906250 Penalty: 4051.428955
	Iteration 6Q: 3 clusters Score -298001.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -298022.125000 Penalty: 4051.428955
	Iteration 7Q: 3 clusters Score -298022.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -298032.593750 Penalty: 4051.428955
	Iteration 8Q: 3 clusters Score -298032.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -298042.125000 Penalty: 4051.428955
	Iteration 9Q: 3 clusters Score -298042.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -298047.156250 Penalty: 4051.428955
	Iteration 10Q: 3 clusters Score -298047.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -298052.156250 Penalty: 4051.428955
	Iteration 11Q: 3 clusters Score -298052.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -298056.750000 Penalty: 4051.428955
	Iteration 12Q: 3 clusters Score -298056.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -298059.187500 Penalty: 4051.428955
	Iteration 13Q: 3 clusters Score -298059.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -298062.968750 Penalty: 4051.428955
	Iteration 14Q: 3 clusters Score -298063 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -298066.187500 Penalty: 4051.428955
	Iteration 15Q: 3 clusters Score -298066.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -298068.750000 Penalty: 4051.428955
	Iteration 16Q: 3 clusters Score -298068.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -298070.281250 Penalty: 4051.428955
	Iteration 17Q: 3 clusters Score -298070.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -298073.250000 Penalty: 4051.428955
	Iteration 18Q: 3 clusters Score -298073.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -298073.968750 Penalty: 4051.428955
	Iteration 19Q: 3 clusters Score -298074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -298077.968750 Penalty: 4051.428955
	Iteration 20F: 3 clusters Score -298078 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -298080.312500 Penalty: 4051.428955
	Iteration 21Q: 3 clusters Score -298080.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -298083.468750 Penalty: 4051.428955
	Iteration 22Q: 3 clusters Score -298083.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -298086.187500 Penalty: 4051.428955
	Iteration 23Q: 3 clusters Score -298086.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -298087.625000 Penalty: 4051.428955
	Iteration 24Q: 3 clusters Score -298087.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -298089.593750 Penalty: 4051.428955
	Iteration 25Q: 3 clusters Score -298089.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -298091.093750 Penalty: 4051.428955
	Iteration 26Q: 3 clusters Score -298091.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -298093.187500 Penalty: 4051.428955
	Iteration 27Q: 3 clusters Score -298093.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -298094.031250 Penalty: 4051.428955
	Iteration 28Q: 3 clusters Score -298094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -298095.093750 Penalty: 4051.428955
	Iteration 29Q: 3 clusters Score -298095.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -298095.093750 Penalty: 4051.428955
	Iteration 30F: 3 clusters Score -298095.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Entering Unmasked Estep 
Score: -440901.000000 Penalty: 2141.958496
	Iteration 0F: 2 clusters Score -440901 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -435996.281250 Penalty: 4283.916992
	Iteration 0F: 3 clusters Score -435996.3 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -437286.125000 Penalty: 4283.916992
	Iteration 1F: 3 clusters Score -437286.1 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -437654.781250 Penalty: 4283.916992
	Iteration 2F: 3 clusters Score -437654.8 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -437946.843750 Penalty: 4283.916992
	Iteration 3F: 3 clusters Score -437946.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -438165.000000 Penalty: 4283.916992
	Iteration 4F: 3 clusters Score -438165 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -438342.875000 Penalty: 4283.916992
	Iteration 5Q: 3 clusters Score -438342.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -438494.406250 Penalty: 4283.916992
	Iteration 6Q: 3 clusters Score -438494.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -438619.062500 Penalty: 4283.916992
	Iteration 7Q: 3 clusters Score -438619.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -438709.812500 Penalty: 4283.916992
	Iteration 8Q: 3 clusters Score -438709.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -438768.531250 Penalty: 4283.916992
	Iteration 9Q: 3 clusters Score -438768.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -438822.875000 Penalty: 4283.916992
	Iteration 10Q: 3 clusters Score -438822.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -438876.125000 Penalty: 4283.916992
	Iteration 11Q: 3 clusters Score -438876.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -438915.625000 Penalty: 4283.916992
	Iteration 12Q: 3 clusters Score -438915.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -438942.125000 Penalty: 4283.916992
	Iteration 13Q: 3 clusters Score -438942.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -438961.843750 Penalty: 4283.916992
	Iteration 14Q: 3 clusters Score -438961.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -438977.843750 Penalty: 4283.916992
	Iteration 15Q: 3 clusters Score -438977.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -438991.937500 Penalty: 4283.916992
	Iteration 16Q: 3 clusters Score -438991.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -439004.187500 Penalty: 4283.916992
	Iteration 17Q: 3 clusters Score -439004.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -439012.281250 Penalty: 4283.916992
	Iteration 18Q: 3 clusters Score -439012.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -439024.750000 Penalty: 4283.916992
	Iteration 19Q: 3 clusters Score -439024.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -439030.968750 Penalty: 4283.916992
	Iteration 20F: 3 clusters Score -439031 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -439035.687500 Penalty: 4283.916992
	Iteration 21Q: 3 clusters Score -439035.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -439038.875000 Penalty: 4283.916992
	Iteration 22Q: 3 clusters Score -439038.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -439045.156250 Penalty: 4283.916992
	Iteration 23Q: 3 clusters Score -439045.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -439049.187500 Penalty: 4283.916992
	Iteration 24Q: 3 clusters Score -439049.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -439053.031250 Penalty: 4283.916992
	Iteration 25Q: 3 clusters Score -439053 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -439055.718750 Penalty: 4283.916992
	Iteration 26Q: 3 clusters Score -439055.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -439059.125000 Penalty: 4283.916992
	Iteration 27Q: 3 clusters Score -439059.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -439061.312500 Penalty: 4283.916992
	Iteration 28Q: 3 clusters Score -439061.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -439061.406250 Penalty: 4283.916992
	Iteration 29Q: 3 clusters Score -439061.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -439062.531250 Penalty: 4283.916992
	Iteration 30Q: 3 clusters Score -439062.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -439065.875000 Penalty: 4283.916992
	Iteration 31Q: 3 clusters Score -439065.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -439067.812500 Penalty: 4283.916992
	Iteration 32Q: 3 clusters Score -439067.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -439068.968750 Penalty: 4283.916992
	Iteration 33Q: 3 clusters Score -439069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -439069.781250 Penalty: 4283.916992
	Iteration 34Q: 3 clusters Score -439069.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -439069.781250 Penalty: 4283.916992
	Iteration 35F: 3 clusters Score -439069.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (11835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Entering Unmasked Estep 
Score: -924771.812500 Penalty: 2325.946533
	Iteration 0F: 2 clusters Score -924771.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -915933.812500 Penalty: 4651.893066
	Iteration 0F: 3 clusters Score -915933.8 nChanged 4995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -918730.250000 Penalty: 4651.893066
	Iteration 1F: 3 clusters Score -918730.2 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -919144.750000 Penalty: 4651.893066
	Iteration 2F: 3 clusters Score -919144.8 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -919505.687500 Penalty: 4651.893066
	Iteration 3F: 3 clusters Score -919505.7 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -919877.812500 Penalty: 4651.893066
	Iteration 4F: 3 clusters Score -919877.8 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -920388.750000 Penalty: 4651.893066
	Iteration 5F: 3 clusters Score -920388.8 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -920996.437500 Penalty: 4651.893066
	Iteration 6F: 3 clusters Score -920996.4 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -921567.500000 Penalty: 4651.893066
	Iteration 7F: 3 clusters Score -921567.5 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -922041.187500 Penalty: 4651.893066
	Iteration 8F: 3 clusters Score -922041.2 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -922484.562500 Penalty: 4651.893066
	Iteration 9Q: 3 clusters Score -922484.6 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -922912.875000 Penalty: 4651.893066
	Iteration 10Q: 3 clusters Score -922912.9 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -923308.375000 Penalty: 4651.893066
	Iteration 11Q: 3 clusters Score -923308.4 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -923695.062500 Penalty: 4651.893066
	Iteration 12Q: 3 clusters Score -923695.1 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -924086.125000 Penalty: 4651.893066
	Iteration 13Q: 3 clusters Score -924086.1 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -924460.000000 Penalty: 4651.893066
	Iteration 14Q: 3 clusters Score -924460 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -924746.000000 Penalty: 4651.893066
	Iteration 15Q: 3 clusters Score -924746 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -924894.937500 Penalty: 4651.893066
	Iteration 16Q: 3 clusters Score -924894.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -924963.562500 Penalty: 4651.893066
	Iteration 17Q: 3 clusters Score -924963.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -924996.062500 Penalty: 4651.893066
	Iteration 18Q: 3 clusters Score -924996.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -925012.312500 Penalty: 4651.893066
	Iteration 19Q: 3 clusters Score -925012.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -925025.125000 Penalty: 4651.893066
	Iteration 20F: 3 clusters Score -925025.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -925035.250000 Penalty: 4651.893066
	Iteration 21Q: 3 clusters Score -925035.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -925042.250000 Penalty: 4651.893066
	Iteration 22Q: 3 clusters Score -925042.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -925044.687500 Penalty: 4651.893066
	Iteration 23Q: 3 clusters Score -925044.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -925046.687500 Penalty: 4651.893066
	Iteration 24Q: 3 clusters Score -925046.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -925050.750000 Penalty: 4651.893066
	Iteration 25Q: 3 clusters Score -925050.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -925050.000000 Penalty: 4651.893066
	Iteration 26Q: 3 clusters Score -925050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -925053.187500 Penalty: 4651.893066
	Iteration 27Q: 3 clusters Score -925053.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -925053.187500 Penalty: 4651.893066
	Iteration 28Q: 3 clusters Score -925053.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -925052.000000 Penalty: 4651.893066
	Iteration 29Q: 3 clusters Score -925052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -925052.500000 Penalty: 4651.893066
	Iteration 30Q: 3 clusters Score -925052.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -925053.500000 Penalty: 4651.893066
	Iteration 31Q: 3 clusters Score -925053.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -925054.625000 Penalty: 4651.893066
	Iteration 32Q: 3 clusters Score -925054.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -925054.562500 Penalty: 4651.893066
	Iteration 33Q: 3 clusters Score -925054.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -925052.937500 Penalty: 4651.893066
	Iteration 34Q: 3 clusters Score -925052.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -925052.937500 Penalty: 4651.893066
	Iteration 35F: 3 clusters Score -925052.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75115 members 
Mstep: Class 2 contains 24185 members 
Mstep: Class 3 contains 3399 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 80349 members 
Mstep: Class 6 contains 154128 members 
Mstep: Class 7 contains 8608 members 
Mstep: Class 8 contains 8396 members 
Mstep: Class 9 contains 75577 members 
Mstep: Class 10 contains 66001 members 
Mstep: Class 11 contains 6452 members 
Mstep: Class 12 contains 60499 members 
Mstep: Class 13 contains 5832 members 
Mstep: Class 14 contains 20394 members 
Mstep: Class 15 contains 17064 members 
Mstep: Class 16 contains 14590 members 
Mstep: Class 17 contains 37983 members 
Mstep: Class 18 contains 3527 members 
Mstep: Class 19 contains 5636 members 
Mstep: Class 20 contains 6440 members 
Mstep: Class 21 contains 9952 members 
Mstep: Class 22 contains 9956 members 
Mstep: Class 23 contains 28902 members 
Mstep: Class 24 contains 542041 members 
Mstep: Class 25 contains 62323 members 
Mstep: Class 26 contains 6971 members 
Mstep: Class 27 contains 3437 members 
Mstep: Class 28 contains 69474 members 
Mstep: Class 29 contains 5912 members 
Mstep: Class 30 contains 15535 members 
Mstep: Class 31 contains 3261 members 
Mstep: Class 32 contains 19453 members 
Mstep: Class 33 contains 2732 members 
Mstep: Class 34 contains 5395 members 
Entering Unmasked Estep 
Score: -111982600.000000 Penalty: 119701.210938
Splitting cluster 20 changes total score from -111983312.000000 to -111982600.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (9952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Entering Unmasked Estep 
Score: -811861.500000 Penalty: 2282.971191
	Iteration 0F: 2 clusters Score -811861.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -804224.437500 Penalty: 4565.942383
	Iteration 0F: 3 clusters Score -804224.4 nChanged 4115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -806399.750000 Penalty: 4565.942383
	Iteration 1F: 3 clusters Score -806399.8 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -806698.937500 Penalty: 4565.942383
	Iteration 2F: 3 clusters Score -806698.9 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -806944.187500 Penalty: 4565.942383
	Iteration 3F: 3 clusters Score -806944.2 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -807179.812500 Penalty: 4565.942383
	Iteration 4Q: 3 clusters Score -807179.8 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -807415.437500 Penalty: 4565.942383
	Iteration 5Q: 3 clusters Score -807415.4 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -807651.375000 Penalty: 4565.942383
	Iteration 6Q: 3 clusters Score -807651.4 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -807899.687500 Penalty: 4565.942383
	Iteration 7Q: 3 clusters Score -807899.7 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -808158.312500 Penalty: 4565.942383
	Iteration 8Q: 3 clusters Score -808158.3 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -808439.562500 Penalty: 4565.942383
	Iteration 9Q: 3 clusters Score -808439.6 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -808683.937500 Penalty: 4565.942383
	Iteration 10Q: 3 clusters Score -808683.9 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -808895.312500 Penalty: 4565.942383
	Iteration 11Q: 3 clusters Score -808895.3 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -809112.562500 Penalty: 4565.942383
	Iteration 12Q: 3 clusters Score -809112.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -809305.312500 Penalty: 4565.942383
	Iteration 13Q: 3 clusters Score -809305.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -809460.312500 Penalty: 4565.942383
	Iteration 14Q: 3 clusters Score -809460.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -809575.187500 Penalty: 4565.942383
	Iteration 15Q: 3 clusters Score -809575.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -809659.625000 Penalty: 4565.942383
	Iteration 16Q: 3 clusters Score -809659.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -809726.875000 Penalty: 4565.942383
	Iteration 17Q: 3 clusters Score -809726.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -809782.000000 Penalty: 4565.942383
	Iteration 18Q: 3 clusters Score -809782 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -809817.125000 Penalty: 4565.942383
	Iteration 19Q: 3 clusters Score -809817.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -809841.562500 Penalty: 4565.942383
	Iteration 20F: 3 clusters Score -809841.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -809869.562500 Penalty: 4565.942383
	Iteration 21Q: 3 clusters Score -809869.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -809889.125000 Penalty: 4565.942383
	Iteration 22Q: 3 clusters Score -809889.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -809904.062500 Penalty: 4565.942383
	Iteration 23Q: 3 clusters Score -809904.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -809907.062500 Penalty: 4565.942383
	Iteration 24Q: 3 clusters Score -809907.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -809908.187500 Penalty: 4565.942383
	Iteration 25Q: 3 clusters Score -809908.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -809908.687500 Penalty: 4565.942383
	Iteration 26Q: 3 clusters Score -809908.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -809909.875000 Penalty: 4565.942383
	Iteration 27Q: 3 clusters Score -809909.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -809909.875000 Penalty: 4565.942383
	Iteration 28F: 3 clusters Score -809909.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (9956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Entering Unmasked Estep 
Score: -749711.062500 Penalty: 2283.070801
	Iteration 0F: 2 clusters Score -749711.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -742097.375000 Penalty: 4566.141602
	Iteration 0F: 3 clusters Score -742097.4 nChanged 4150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -744404.687500 Penalty: 4566.141602
	Iteration 1F: 3 clusters Score -744404.7 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -744800.375000 Penalty: 4566.141602
	Iteration 2F: 3 clusters Score -744800.4 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -745153.312500 Penalty: 4566.141602
	Iteration 3F: 3 clusters Score -745153.3 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -745528.250000 Penalty: 4566.141602
	Iteration 4F: 3 clusters Score -745528.2 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -745857.125000 Penalty: 4566.141602
	Iteration 5F: 3 clusters Score -745857.1 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -746113.125000 Penalty: 4566.141602
	Iteration 6Q: 3 clusters Score -746113.1 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -746368.562500 Penalty: 4566.141602
	Iteration 7Q: 3 clusters Score -746368.6 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -746618.187500 Penalty: 4566.141602
	Iteration 8Q: 3 clusters Score -746618.2 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -746846.437500 Penalty: 4566.141602
	Iteration 9Q: 3 clusters Score -746846.4 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -747038.125000 Penalty: 4566.141602
	Iteration 10Q: 3 clusters Score -747038.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -747211.000000 Penalty: 4566.141602
	Iteration 11Q: 3 clusters Score -747211 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -747387.000000 Penalty: 4566.141602
	Iteration 12Q: 3 clusters Score -747387 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -747525.375000 Penalty: 4566.141602
	Iteration 13Q: 3 clusters Score -747525.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -747621.000000 Penalty: 4566.141602
	Iteration 14Q: 3 clusters Score -747621 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -747704.812500 Penalty: 4566.141602
	Iteration 15Q: 3 clusters Score -747704.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -747770.000000 Penalty: 4566.141602
	Iteration 16Q: 3 clusters Score -747770 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -747811.875000 Penalty: 4566.141602
	Iteration 17Q: 3 clusters Score -747811.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -747847.937500 Penalty: 4566.141602
	Iteration 18Q: 3 clusters Score -747847.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -747880.187500 Penalty: 4566.141602
	Iteration 19Q: 3 clusters Score -747880.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -747901.062500 Penalty: 4566.141602
	Iteration 20F: 3 clusters Score -747901.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -747913.250000 Penalty: 4566.141602
	Iteration 21Q: 3 clusters Score -747913.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -747921.437500 Penalty: 4566.141602
	Iteration 22Q: 3 clusters Score -747921.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -747929.062500 Penalty: 4566.141602
	Iteration 23Q: 3 clusters Score -747929.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -747935.125000 Penalty: 4566.141602
	Iteration 24Q: 3 clusters Score -747935.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -747942.562500 Penalty: 4566.141602
	Iteration 25Q: 3 clusters Score -747942.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -747950.625000 Penalty: 4566.141602
	Iteration 26Q: 3 clusters Score -747950.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -747954.187500 Penalty: 4566.141602
	Iteration 27Q: 3 clusters Score -747954.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -747960.437500 Penalty: 4566.141602
	Iteration 28Q: 3 clusters Score -747960.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -747962.062500 Penalty: 4566.141602
	Iteration 29Q: 3 clusters Score -747962.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -747969.312500 Penalty: 4566.141602
	Iteration 30Q: 3 clusters Score -747969.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -747972.312500 Penalty: 4566.141602
	Iteration 31Q: 3 clusters Score -747972.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -747974.625000 Penalty: 4566.141602
	Iteration 32Q: 3 clusters Score -747974.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -747973.187500 Penalty: 4566.141602
	Iteration 33Q: 3 clusters Score -747973.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -747978.000000 Penalty: 4566.141602
	Iteration 34Q: 3 clusters Score -747978 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -747981.375000 Penalty: 4566.141602
	Iteration 35Q: 3 clusters Score -747981.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -747982.500000 Penalty: 4566.141602
	Iteration 36Q: 3 clusters Score -747982.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -747984.812500 Penalty: 4566.141602
	Iteration 37Q: 3 clusters Score -747984.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -747986.875000 Penalty: 4566.141602
	Iteration 38Q: 3 clusters Score -747986.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -747984.937500 Penalty: 4566.141602
	Iteration 39Q: 3 clusters Score -747984.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -747984.562500 Penalty: 4566.141602
	Iteration 40F: 3 clusters Score -747984.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -747986.375000 Penalty: 4566.141602
	Iteration 41Q: 3 clusters Score -747986.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -747986.375000 Penalty: 4566.141602
	Iteration 42F: 3 clusters Score -747986.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (28902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28902 members 
Entering Unmasked Estep 
Score: -2226577.750000 Penalty: 2547.373291
	Iteration 0F: 2 clusters Score -2226578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -2206826.500000 Penalty: 5094.746582
	Iteration 0F: 3 clusters Score -2206826 nChanged 12858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -2213882.250000 Penalty: 5094.746582
	Iteration 1F: 3 clusters Score -2213882 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
Score: -2214403.750000 Penalty: 5094.746582
	Iteration 2F: 3 clusters Score -2214404 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -2214823.250000 Penalty: 5094.746582
	Iteration 3Q: 3 clusters Score -2214823 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -2215244.500000 Penalty: 5094.746582
	Iteration 4Q: 3 clusters Score -2215244 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -2215659.250000 Penalty: 5094.746582
	Iteration 5Q: 3 clusters Score -2215659 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 15884 members 
Entering Unmasked Estep 
Score: -2216141.500000 Penalty: 5094.746582
	Iteration 6Q: 3 clusters Score -2216142 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 16285 members 
Entering Unmasked Estep 
Score: -2216767.500000 Penalty: 5094.746582
	Iteration 7Q: 3 clusters Score -2216768 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
Score: -2217541.250000 Penalty: 5094.746582
	Iteration 8Q: 3 clusters Score -2217541 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 17486 members 
Entering Unmasked Estep 
Score: -2218400.250000 Penalty: 5094.746582
	Iteration 9Q: 3 clusters Score -2218400 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 18253 members 
Entering Unmasked Estep 
Score: -2219364.500000 Penalty: 5094.746582
	Iteration 10Q: 3 clusters Score -2219364 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 19024 members 
Entering Unmasked Estep 
Score: -2220285.000000 Penalty: 5094.746582
	Iteration 11Q: 3 clusters Score -2220285 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 19781 members 
Entering Unmasked Estep 
Score: -2221048.750000 Penalty: 5094.746582
	Iteration 12Q: 3 clusters Score -2221049 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 20468 members 
Entering Unmasked Estep 
Score: -2221626.750000 Penalty: 5094.746582
	Iteration 13Q: 3 clusters Score -2221627 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 21091 members 
Entering Unmasked Estep 
Score: -2222112.500000 Penalty: 5094.746582
	Iteration 14Q: 3 clusters Score -2222112 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 21681 members 
Entering Unmasked Estep 
Score: -2222551.250000 Penalty: 5094.746582
	Iteration 15Q: 3 clusters Score -2222551 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 22256 members 
Entering Unmasked Estep 
Score: -2222995.500000 Penalty: 5094.746582
	Iteration 16Q: 3 clusters Score -2222996 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 22781 members 
Entering Unmasked Estep 
Score: -2223422.250000 Penalty: 5094.746582
	Iteration 17Q: 3 clusters Score -2223422 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 23246 members 
Entering Unmasked Estep 
Score: -2223821.250000 Penalty: 5094.746582
	Iteration 18Q: 3 clusters Score -2223821 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 23659 members 
Entering Unmasked Estep 
Score: -2224154.250000 Penalty: 5094.746582
	Iteration 19Q: 3 clusters Score -2224154 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 24036 members 
Entering Unmasked Estep 
Score: -2224473.500000 Penalty: 5094.746582
	Iteration 20F: 3 clusters Score -2224474 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 24373 members 
Entering Unmasked Estep 
Score: -2224747.750000 Penalty: 5094.746582
	Iteration 21Q: 3 clusters Score -2224748 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 24687 members 
Entering Unmasked Estep 
Score: -2224960.750000 Penalty: 5094.746582
	Iteration 22Q: 3 clusters Score -2224961 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 24959 members 
Entering Unmasked Estep 
Score: -2225140.000000 Penalty: 5094.746582
	Iteration 23Q: 3 clusters Score -2225140 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 25197 members 
Entering Unmasked Estep 
Score: -2225275.500000 Penalty: 5094.746582
	Iteration 24Q: 3 clusters Score -2225276 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 25390 members 
Entering Unmasked Estep 
Score: -2225384.250000 Penalty: 5094.746582
	Iteration 25Q: 3 clusters Score -2225384 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 25548 members 
Entering Unmasked Estep 
Score: -2225460.000000 Penalty: 5094.746582
	Iteration 26Q: 3 clusters Score -2225460 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 25692 members 
Entering Unmasked Estep 
Score: -2225528.250000 Penalty: 5094.746582
	Iteration 27Q: 3 clusters Score -2225528 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 25816 members 
Entering Unmasked Estep 
Score: -2225600.500000 Penalty: 5094.746582
	Iteration 28Q: 3 clusters Score -2225600 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 25924 members 
Entering Unmasked Estep 
Score: -2225680.500000 Penalty: 5094.746582
	Iteration 29Q: 3 clusters Score -2225680 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 26038 members 
Entering Unmasked Estep 
Score: -2225765.250000 Penalty: 5094.746582
	Iteration 30Q: 3 clusters Score -2225765 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 26134 members 
Entering Unmasked Estep 
Score: -2225854.750000 Penalty: 5094.746582
	Iteration 31Q: 3 clusters Score -2225855 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 26212 members 
Entering Unmasked Estep 
Score: -2225925.500000 Penalty: 5094.746582
	Iteration 32Q: 3 clusters Score -2225926 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 26266 members 
Entering Unmasked Estep 
Score: -2225975.750000 Penalty: 5094.746582
	Iteration 33Q: 3 clusters Score -2225976 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 26304 members 
Entering Unmasked Estep 
Score: -2226014.500000 Penalty: 5094.746582
	Iteration 34Q: 3 clusters Score -2226014 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 26329 members 
Entering Unmasked Estep 
Score: -2226034.000000 Penalty: 5094.746582
	Iteration 35Q: 3 clusters Score -2226034 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 26338 members 
Entering Unmasked Estep 
Score: -2226047.250000 Penalty: 5094.746582
	Iteration 36Q: 3 clusters Score -2226047 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 26356 members 
Entering Unmasked Estep 
Score: -2226058.750000 Penalty: 5094.746582
	Iteration 37Q: 3 clusters Score -2226059 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 26370 members 
Entering Unmasked Estep 
Score: -2226068.000000 Penalty: 5094.746582
	Iteration 38Q: 3 clusters Score -2226068 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 26380 members 
Entering Unmasked Estep 
Score: -2226071.500000 Penalty: 5094.746582
	Iteration 39Q: 3 clusters Score -2226072 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 26385 members 
Entering Unmasked Estep 
Score: -2226073.000000 Penalty: 5094.746582
	Iteration 40F: 3 clusters Score -2226073 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 26391 members 
Entering Unmasked Estep 
Score: -2226079.250000 Penalty: 5094.746582
	Iteration 41Q: 3 clusters Score -2226079 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 26397 members 
Entering Unmasked Estep 
Score: -2226081.750000 Penalty: 5094.746582
	Iteration 42Q: 3 clusters Score -2226082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 26399 members 
Entering Unmasked Estep 
Score: -2226084.250000 Penalty: 5094.746582
	Iteration 43Q: 3 clusters Score -2226084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 26399 members 
Entering Unmasked Estep 
Score: -2226084.250000 Penalty: 5094.746582
	Iteration 44F: 3 clusters Score -2226084 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (542041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542041 members 
Entering Unmasked Estep 
Score: -42657232.000000 Penalty: 3274.368164
	Iteration 0F: 2 clusters Score -4.265723e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270755 members 
Mstep: Class 2 contains 271286 members 
Entering Unmasked Estep 
Score: -42290948.000000 Penalty: 6548.736328
	Iteration 0F: 3 clusters Score -4.229095e+07 nChanged 264117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262184 members 
Mstep: Class 2 contains 279857 members 
Entering Unmasked Estep 
Score: -42449644.000000 Penalty: 6548.736328
	Iteration 1F: 3 clusters Score -4.244964e+07 nChanged 12600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257584 members 
Mstep: Class 2 contains 284457 members 
Entering Unmasked Estep 
Score: -42451980.000000 Penalty: 6548.736328
	Iteration 2Q: 3 clusters Score -4.245198e+07 nChanged 14704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250224 members 
Mstep: Class 2 contains 291817 members 
Entering Unmasked Estep 
Score: -42456088.000000 Penalty: 6548.736328
	Iteration 3Q: 3 clusters Score -4.245609e+07 nChanged 18008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238846 members 
Mstep: Class 2 contains 303195 members 
Entering Unmasked Estep 
Score: -42461920.000000 Penalty: 6548.736328
	Iteration 4Q: 3 clusters Score -4.246192e+07 nChanged 23590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221316 members 
Mstep: Class 2 contains 320725 members 
Entering Unmasked Estep 
Score: -42471980.000000 Penalty: 6548.736328
	Iteration 5Q: 3 clusters Score -4.247198e+07 nChanged 30376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195774 members 
Mstep: Class 2 contains 346267 members 
Entering Unmasked Estep 
Score: -42488608.000000 Penalty: 6548.736328
	Iteration 6F: 3 clusters Score -4.248861e+07 nChanged 37219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161937 members 
Mstep: Class 2 contains 380104 members 
Entering Unmasked Estep 
Score: -42514716.000000 Penalty: 6548.736328
	Iteration 7F: 3 clusters Score -4.251472e+07 nChanged 40884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122981 members 
Mstep: Class 2 contains 419060 members 
Entering Unmasked Estep 
Score: -42548980.000000 Penalty: 6548.736328
	Iteration 8F: 3 clusters Score -4.254898e+07 nChanged 38266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85711 members 
Mstep: Class 2 contains 456330 members 
Entering Unmasked Estep 
Score: -42583800.000000 Penalty: 6548.736328
	Iteration 9F: 3 clusters Score -4.25838e+07 nChanged 29519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56726 members 
Mstep: Class 2 contains 485315 members 
Entering Unmasked Estep 
Score: -42610392.000000 Penalty: 6548.736328
	Iteration 10F: 3 clusters Score -4.261039e+07 nChanged 20052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36874 members 
Mstep: Class 2 contains 505167 members 
Entering Unmasked Estep 
Score: -42628216.000000 Penalty: 6548.736328
	Iteration 11Q: 3 clusters Score -4.262822e+07 nChanged 13101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23807 members 
Mstep: Class 2 contains 518234 members 
Entering Unmasked Estep 
Score: -42639320.000000 Penalty: 6548.736328
	Iteration 12Q: 3 clusters Score -4.263932e+07 nChanged 8648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15173 members 
Mstep: Class 2 contains 526868 members 
Entering Unmasked Estep 
Score: -42646380.000000 Penalty: 6548.736328
	Iteration 13Q: 3 clusters Score -4.264638e+07 nChanged 5440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 532284 members 
Entering Unmasked Estep 
Score: -42650648.000000 Penalty: 6548.736328
	Iteration 14Q: 3 clusters Score -4.265065e+07 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 535329 members 
Entering Unmasked Estep 
Score: -42653068.000000 Penalty: 6548.736328
	Iteration 15Q: 3 clusters Score -4.265307e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 536897 members 
Entering Unmasked Estep 
Score: -42654388.000000 Penalty: 6548.736328
	Iteration 16Q: 3 clusters Score -4.265439e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 537739 members 
Entering Unmasked Estep 
Score: -42654996.000000 Penalty: 6548.736328
	Iteration 17Q: 3 clusters Score -4.2655e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 538220 members 
Entering Unmasked Estep 
Score: -42655436.000000 Penalty: 6548.736328
	Iteration 18Q: 3 clusters Score -4.265544e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 538474 members 
Entering Unmasked Estep 
Score: -42655628.000000 Penalty: 6548.736328
	Iteration 19Q: 3 clusters Score -4.265563e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 538622 members 
Entering Unmasked Estep 
Score: -42655696.000000 Penalty: 6548.736328
	Iteration 20F: 3 clusters Score -4.26557e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 538721 members 
Entering Unmasked Estep 
Score: -42655808.000000 Penalty: 6548.736328
	Iteration 21Q: 3 clusters Score -4.265581e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 538789 members 
Entering Unmasked Estep 
Score: -42655908.000000 Penalty: 6548.736328
	Iteration 22Q: 3 clusters Score -4.265591e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 538850 members 
Entering Unmasked Estep 
Score: -42655952.000000 Penalty: 6548.736328
	Iteration 23Q: 3 clusters Score -4.265595e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 538883 members 
Entering Unmasked Estep 
Score: -42655988.000000 Penalty: 6548.736328
	Iteration 24Q: 3 clusters Score -4.265599e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 538916 members 
Entering Unmasked Estep 
Score: -42655976.000000 Penalty: 6548.736328
	Iteration 25Q: 3 clusters Score -4.265598e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 538949 members 
Entering Unmasked Estep 
Score: -42656032.000000 Penalty: 6548.736328
	Iteration 26Q: 3 clusters Score -4.265603e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 538966 members 
Entering Unmasked Estep 
Score: -42656044.000000 Penalty: 6548.736328
	Iteration 27Q: 3 clusters Score -4.265604e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 538978 members 
Entering Unmasked Estep 
Score: -42656056.000000 Penalty: 6548.736328
	Iteration 28Q: 3 clusters Score -4.265606e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 538990 members 
Entering Unmasked Estep 
Score: -42656064.000000 Penalty: 6548.736328
	Iteration 29Q: 3 clusters Score -4.265606e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 538996 members 
Entering Unmasked Estep 
Score: -42656080.000000 Penalty: 6548.736328
	Iteration 30Q: 3 clusters Score -4.265608e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 539002 members 
Entering Unmasked Estep 
Score: -42656084.000000 Penalty: 6548.736328
	Iteration 31Q: 3 clusters Score -4.265608e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 539012 members 
Entering Unmasked Estep 
Score: -42656072.000000 Penalty: 6548.736328
	Iteration 32Q: 3 clusters Score -4.265607e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 539018 members 
Entering Unmasked Estep 
Score: -42656060.000000 Penalty: 6548.736328
	Iteration 33Q: 3 clusters Score -4.265606e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 539022 members 
Entering Unmasked Estep 
Score: -42656076.000000 Penalty: 6548.736328
	Iteration 34Q: 3 clusters Score -4.265608e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 539027 members 
Entering Unmasked Estep 
Score: -42656084.000000 Penalty: 6548.736328
	Iteration 35Q: 3 clusters Score -4.265608e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 539031 members 
Entering Unmasked Estep 
Score: -42656124.000000 Penalty: 6548.736328
	Iteration 36Q: 3 clusters Score -4.265612e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 539032 members 
Entering Unmasked Estep 
Score: -42656096.000000 Penalty: 6548.736328
	Iteration 37Q: 3 clusters Score -4.26561e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 539034 members 
Entering Unmasked Estep 
Score: -42656096.000000 Penalty: 6548.736328
	Iteration 38Q: 3 clusters Score -4.26561e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 539034 members 
Entering Unmasked Estep 
Score: -42656108.000000 Penalty: 6548.736328
	Iteration 39Q: 3 clusters Score -4.265611e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 539034 members 
Entering Unmasked Estep 
Score: -42656108.000000 Penalty: 6548.736328
	Iteration 40F: 3 clusters Score -4.265611e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (62323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62323 members 
Entering Unmasked Estep 
Score: -4879936.500000 Penalty: 2737.941162
	Iteration 0F: 2 clusters Score -4879936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31029 members 
Mstep: Class 2 contains 31294 members 
Entering Unmasked Estep 
Score: -4838363.500000 Penalty: 5475.882324
	Iteration 0F: 3 clusters Score -4838364 nChanged 28892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30183 members 
Mstep: Class 2 contains 32140 members 
Entering Unmasked Estep 
Score: -4854986.000000 Penalty: 5475.882324
	Iteration 1F: 3 clusters Score -4854986 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29674 members 
Mstep: Class 2 contains 32649 members 
Entering Unmasked Estep 
Score: -4855778.500000 Penalty: 5475.882324
	Iteration 2Q: 3 clusters Score -4855778 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29018 members 
Mstep: Class 2 contains 33305 members 
Entering Unmasked Estep 
Score: -4856588.500000 Penalty: 5475.882324
	Iteration 3Q: 3 clusters Score -4856588 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28183 members 
Mstep: Class 2 contains 34140 members 
Entering Unmasked Estep 
Score: -4857417.000000 Penalty: 5475.882324
	Iteration 4Q: 3 clusters Score -4857417 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27077 members 
Mstep: Class 2 contains 35246 members 
Entering Unmasked Estep 
Score: -4858430.500000 Penalty: 5475.882324
	Iteration 5Q: 3 clusters Score -4858430 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25723 members 
Mstep: Class 2 contains 36600 members 
Entering Unmasked Estep 
Score: -4859604.500000 Penalty: 5475.882324
	Iteration 6Q: 3 clusters Score -4859604 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24072 members 
Mstep: Class 2 contains 38251 members 
Entering Unmasked Estep 
Score: -4860978.000000 Penalty: 5475.882324
	Iteration 7Q: 3 clusters Score -4860978 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22191 members 
Mstep: Class 2 contains 40132 members 
Entering Unmasked Estep 
Score: -4862558.000000 Penalty: 5475.882324
	Iteration 8Q: 3 clusters Score -4862558 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20133 members 
Mstep: Class 2 contains 42190 members 
Entering Unmasked Estep 
Score: -4864262.500000 Penalty: 5475.882324
	Iteration 9Q: 3 clusters Score -4864262 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17925 members 
Mstep: Class 2 contains 44398 members 
Entering Unmasked Estep 
Score: -4866038.500000 Penalty: 5475.882324
	Iteration 10Q: 3 clusters Score -4866038 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15782 members 
Mstep: Class 2 contains 46541 members 
Entering Unmasked Estep 
Score: -4867618.000000 Penalty: 5475.882324
	Iteration 11Q: 3 clusters Score -4867618 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 48497 members 
Entering Unmasked Estep 
Score: -4868948.500000 Penalty: 5475.882324
	Iteration 12Q: 3 clusters Score -4868948 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 50360 members 
Entering Unmasked Estep 
Score: -4870050.000000 Penalty: 5475.882324
	Iteration 13Q: 3 clusters Score -4870050 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 52139 members 
Entering Unmasked Estep 
Score: -4871061.500000 Penalty: 5475.882324
	Iteration 14Q: 3 clusters Score -4871062 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 53787 members 
Entering Unmasked Estep 
Score: -4872027.000000 Penalty: 5475.882324
	Iteration 15Q: 3 clusters Score -4872027 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 55357 members 
Entering Unmasked Estep 
Score: -4872990.000000 Penalty: 5475.882324
	Iteration 16Q: 3 clusters Score -4872990 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 56878 members 
Entering Unmasked Estep 
Score: -4873977.500000 Penalty: 5475.882324
	Iteration 17Q: 3 clusters Score -4873978 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 58198 members 
Entering Unmasked Estep 
Score: -4874875.500000 Penalty: 5475.882324
	Iteration 18Q: 3 clusters Score -4874876 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 59309 members 
Entering Unmasked Estep 
Score: -4875669.500000 Penalty: 5475.882324
	Iteration 19Q: 3 clusters Score -4875670 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 60220 members 
Entering Unmasked Estep 
Score: -4876376.500000 Penalty: 5475.882324
	Iteration 20F: 3 clusters Score -4876376 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 60880 members 
Entering Unmasked Estep 
Score: -4876919.500000 Penalty: 5475.882324
	Iteration 21Q: 3 clusters Score -4876920 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 61310 members 
Entering Unmasked Estep 
Score: -4877238.500000 Penalty: 5475.882324
	Iteration 22Q: 3 clusters Score -4877238 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 61562 members 
Entering Unmasked Estep 
Score: -4877427.500000 Penalty: 5475.882324
	Iteration 23Q: 3 clusters Score -4877428 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 61704 members 
Entering Unmasked Estep 
Score: -4877565.000000 Penalty: 5475.882324
	Iteration 24Q: 3 clusters Score -4877565 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 61775 members 
Entering Unmasked Estep 
Score: -4877624.500000 Penalty: 5475.882324
	Iteration 25Q: 3 clusters Score -4877624 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 61813 members 
Entering Unmasked Estep 
Score: -4877670.500000 Penalty: 5475.882324
	Iteration 26Q: 3 clusters Score -4877670 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 61838 members 
Entering Unmasked Estep 
Score: -4877693.000000 Penalty: 5475.882324
	Iteration 27Q: 3 clusters Score -4877693 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 61853 members 
Entering Unmasked Estep 
Score: -4877706.000000 Penalty: 5475.882324
	Iteration 28Q: 3 clusters Score -4877706 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 61861 members 
Entering Unmasked Estep 
Score: -4877725.500000 Penalty: 5475.882324
	Iteration 29Q: 3 clusters Score -4877726 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 61875 members 
Entering Unmasked Estep 
Score: -4877735.000000 Penalty: 5475.882324
	Iteration 30Q: 3 clusters Score -4877735 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 61878 members 
Entering Unmasked Estep 
Score: -4877739.500000 Penalty: 5475.882324
	Iteration 31Q: 3 clusters Score -4877740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 61879 members 
Entering Unmasked Estep 
Score: -4877735.500000 Penalty: 5475.882324
	Iteration 32Q: 3 clusters Score -4877736 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 61882 members 
Entering Unmasked Estep 
Score: -4877742.000000 Penalty: 5475.882324
	Iteration 33Q: 3 clusters Score -4877742 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 61885 members 
Entering Unmasked Estep 
Score: -4877747.500000 Penalty: 5475.882324
	Iteration 34Q: 3 clusters Score -4877748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 61887 members 
Entering Unmasked Estep 
Score: -4877757.500000 Penalty: 5475.882324
	Iteration 35Q: 3 clusters Score -4877758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 61890 members 
Entering Unmasked Estep 
Score: -4877750.500000 Penalty: 5475.882324
	Iteration 36Q: 3 clusters Score -4877750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 61890 members 
Entering Unmasked Estep 
Score: -4877750.500000 Penalty: 5475.882324
	Iteration 37F: 3 clusters Score -4877750 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Entering Unmasked Estep 
Score: -528538.875000 Penalty: 2194.679443
	Iteration 0F: 2 clusters Score -528538.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -522722.031250 Penalty: 4389.358887
	Iteration 0F: 3 clusters Score -522722 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -524219.781250 Penalty: 4389.358887
	Iteration 1F: 3 clusters Score -524219.8 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -524468.937500 Penalty: 4389.358887
	Iteration 2F: 3 clusters Score -524468.9 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -524647.750000 Penalty: 4389.358887
	Iteration 3F: 3 clusters Score -524647.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -524797.687500 Penalty: 4389.358887
	Iteration 4Q: 3 clusters Score -524797.7 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -524935.437500 Penalty: 4389.358887
	Iteration 5Q: 3 clusters Score -524935.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -525095.750000 Penalty: 4389.358887
	Iteration 6Q: 3 clusters Score -525095.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -525287.375000 Penalty: 4389.358887
	Iteration 7Q: 3 clusters Score -525287.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -525476.312500 Penalty: 4389.358887
	Iteration 8Q: 3 clusters Score -525476.3 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -525659.250000 Penalty: 4389.358887
	Iteration 9Q: 3 clusters Score -525659.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -525816.312500 Penalty: 4389.358887
	Iteration 10Q: 3 clusters Score -525816.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -525980.375000 Penalty: 4389.358887
	Iteration 11Q: 3 clusters Score -525980.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -526120.500000 Penalty: 4389.358887
	Iteration 12Q: 3 clusters Score -526120.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -526234.437500 Penalty: 4389.358887
	Iteration 13Q: 3 clusters Score -526234.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -526342.687500 Penalty: 4389.358887
	Iteration 14Q: 3 clusters Score -526342.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -526464.750000 Penalty: 4389.358887
	Iteration 15Q: 3 clusters Score -526464.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -526553.312500 Penalty: 4389.358887
	Iteration 16Q: 3 clusters Score -526553.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -526601.750000 Penalty: 4389.358887
	Iteration 17Q: 3 clusters Score -526601.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -526639.250000 Penalty: 4389.358887
	Iteration 18Q: 3 clusters Score -526639.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -526671.375000 Penalty: 4389.358887
	Iteration 19Q: 3 clusters Score -526671.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -526692.062500 Penalty: 4389.358887
	Iteration 20F: 3 clusters Score -526692.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -526704.937500 Penalty: 4389.358887
	Iteration 21Q: 3 clusters Score -526704.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -526725.812500 Penalty: 4389.358887
	Iteration 22Q: 3 clusters Score -526725.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -526748.625000 Penalty: 4389.358887
	Iteration 23Q: 3 clusters Score -526748.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -526779.375000 Penalty: 4389.358887
	Iteration 24Q: 3 clusters Score -526779.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -526793.187500 Penalty: 4389.358887
	Iteration 25Q: 3 clusters Score -526793.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -526802.875000 Penalty: 4389.358887
	Iteration 26Q: 3 clusters Score -526802.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -526812.187500 Penalty: 4389.358887
	Iteration 27Q: 3 clusters Score -526812.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -526823.125000 Penalty: 4389.358887
	Iteration 28Q: 3 clusters Score -526823.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -526826.437500 Penalty: 4389.358887
	Iteration 29Q: 3 clusters Score -526826.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -526829.437500 Penalty: 4389.358887
	Iteration 30Q: 3 clusters Score -526829.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -526831.000000 Penalty: 4389.358887
	Iteration 31Q: 3 clusters Score -526831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -526832.375000 Penalty: 4389.358887
	Iteration 32Q: 3 clusters Score -526832.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -526833.062500 Penalty: 4389.358887
	Iteration 33Q: 3 clusters Score -526833.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -526834.125000 Penalty: 4389.358887
	Iteration 34Q: 3 clusters Score -526834.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -526834.125000 Penalty: 4389.358887
	Iteration 35F: 3 clusters Score -526834.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Entering Unmasked Estep 
Score: -257262.921875 Penalty: 2019.303833
	Iteration 0F: 2 clusters Score -257262.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -253732.281250 Penalty: 4038.607666
	Iteration 0F: 3 clusters Score -253732.3 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -254571.750000 Penalty: 4038.607666
	Iteration 1F: 3 clusters Score -254571.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -254817.156250 Penalty: 4038.607666
	Iteration 2F: 3 clusters Score -254817.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -254990.031250 Penalty: 4038.607666
	Iteration 3F: 3 clusters Score -254990 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -255111.078125 Penalty: 4038.607666
	Iteration 4Q: 3 clusters Score -255111.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -255205.968750 Penalty: 4038.607666
	Iteration 5Q: 3 clusters Score -255206 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -255274.515625 Penalty: 4038.607666
	Iteration 6Q: 3 clusters Score -255274.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -255332.812500 Penalty: 4038.607666
	Iteration 7Q: 3 clusters Score -255332.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -255384.656250 Penalty: 4038.607666
	Iteration 8Q: 3 clusters Score -255384.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -255430.750000 Penalty: 4038.607666
	Iteration 9Q: 3 clusters Score -255430.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -255465.296875 Penalty: 4038.607666
	Iteration 10Q: 3 clusters Score -255465.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -255496.437500 Penalty: 4038.607666
	Iteration 11Q: 3 clusters Score -255496.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -255519.906250 Penalty: 4038.607666
	Iteration 12Q: 3 clusters Score -255519.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -255541.265625 Penalty: 4038.607666
	Iteration 13Q: 3 clusters Score -255541.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -255561.234375 Penalty: 4038.607666
	Iteration 14Q: 3 clusters Score -255561.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -255575.750000 Penalty: 4038.607666
	Iteration 15Q: 3 clusters Score -255575.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -255586.625000 Penalty: 4038.607666
	Iteration 16Q: 3 clusters Score -255586.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -255594.234375 Penalty: 4038.607666
	Iteration 17Q: 3 clusters Score -255594.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -255599.250000 Penalty: 4038.607666
	Iteration 18Q: 3 clusters Score -255599.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -255604.265625 Penalty: 4038.607666
	Iteration 19Q: 3 clusters Score -255604.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -255609.171875 Penalty: 4038.607666
	Iteration 20F: 3 clusters Score -255609.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -255619.218750 Penalty: 4038.607666
	Iteration 21Q: 3 clusters Score -255619.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -255626.640625 Penalty: 4038.607666
	Iteration 22Q: 3 clusters Score -255626.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -255631.687500 Penalty: 4038.607666
	Iteration 23Q: 3 clusters Score -255631.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -255637.156250 Penalty: 4038.607666
	Iteration 24Q: 3 clusters Score -255637.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -255644.500000 Penalty: 4038.607666
	Iteration 25Q: 3 clusters Score -255644.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -255649.250000 Penalty: 4038.607666
	Iteration 26Q: 3 clusters Score -255649.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -255653.312500 Penalty: 4038.607666
	Iteration 27Q: 3 clusters Score -255653.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -255658.968750 Penalty: 4038.607666
	Iteration 28Q: 3 clusters Score -255659 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -255662.468750 Penalty: 4038.607666
	Iteration 29Q: 3 clusters Score -255662.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -255665.562500 Penalty: 4038.607666
	Iteration 30Q: 3 clusters Score -255665.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -255668.156250 Penalty: 4038.607666
	Iteration 31Q: 3 clusters Score -255668.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -255671.046875 Penalty: 4038.607666
	Iteration 32Q: 3 clusters Score -255671 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -255674.968750 Penalty: 4038.607666
	Iteration 33Q: 3 clusters Score -255675 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -255678.046875 Penalty: 4038.607666
	Iteration 34Q: 3 clusters Score -255678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -255680.562500 Penalty: 4038.607666
	Iteration 35Q: 3 clusters Score -255680.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -255682.328125 Penalty: 4038.607666
	Iteration 36Q: 3 clusters Score -255682.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -255683.640625 Penalty: 4038.607666
	Iteration 37Q: 3 clusters Score -255683.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -255687.718750 Penalty: 4038.607666
	Iteration 38Q: 3 clusters Score -255687.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -255692.453125 Penalty: 4038.607666
	Iteration 39Q: 3 clusters Score -255692.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -255702.718750 Penalty: 4038.607666
	Iteration 40F: 3 clusters Score -255702.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -255711.640625 Penalty: 4038.607666
	Iteration 41Q: 3 clusters Score -255711.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -255717.968750 Penalty: 4038.607666
	Iteration 42Q: 3 clusters Score -255718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -255721.171875 Penalty: 4038.607666
	Iteration 43Q: 3 clusters Score -255721.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -255722.781250 Penalty: 4038.607666
	Iteration 44Q: 3 clusters Score -255722.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -255725.562500 Penalty: 4038.607666
	Iteration 45Q: 3 clusters Score -255725.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -255727.187500 Penalty: 4038.607666
	Iteration 46Q: 3 clusters Score -255727.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -255728.109375 Penalty: 4038.607666
	Iteration 47Q: 3 clusters Score -255728.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -255730.562500 Penalty: 4038.607666
	Iteration 48Q: 3 clusters Score -255730.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -255734.531250 Penalty: 4038.607666
	Iteration 49Q: 3 clusters Score -255734.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -255737.359375 Penalty: 4038.607666
	Iteration 50Q: 3 clusters Score -255737.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -255738.125000 Penalty: 4038.607666
	Iteration 51Q: 3 clusters Score -255738.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -255741.765625 Penalty: 4038.607666
	Iteration 52Q: 3 clusters Score -255741.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -255741.890625 Penalty: 4038.607666
	Iteration 53Q: 3 clusters Score -255741.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -255741.890625 Penalty: 4038.607666
	Iteration 54F: 3 clusters Score -255741.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (69474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69474 members 
Entering Unmasked Estep 
Score: -5637744.500000 Penalty: 2764.879395
	Iteration 0F: 2 clusters Score -5637744 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34657 members 
Mstep: Class 2 contains 34817 members 
Entering Unmasked Estep 
Score: -5591285.500000 Penalty: 5529.758789
	Iteration 0F: 3 clusters Score -5591286 nChanged 32426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33591 members 
Mstep: Class 2 contains 35883 members 
Entering Unmasked Estep 
Score: -5609415.500000 Penalty: 5529.758789
	Iteration 1F: 3 clusters Score -5609416 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33013 members 
Mstep: Class 2 contains 36461 members 
Entering Unmasked Estep 
Score: -5609994.000000 Penalty: 5529.758789
	Iteration 2Q: 3 clusters Score -5609994 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32175 members 
Mstep: Class 2 contains 37299 members 
Entering Unmasked Estep 
Score: -5610598.500000 Penalty: 5529.758789
	Iteration 3Q: 3 clusters Score -5610598 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30914 members 
Mstep: Class 2 contains 38560 members 
Entering Unmasked Estep 
Score: -5611343.500000 Penalty: 5529.758789
	Iteration 4Q: 3 clusters Score -5611344 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29126 members 
Mstep: Class 2 contains 40348 members 
Entering Unmasked Estep 
Score: -5612447.000000 Penalty: 5529.758789
	Iteration 5Q: 3 clusters Score -5612447 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26458 members 
Mstep: Class 2 contains 43016 members 
Entering Unmasked Estep 
Score: -5614147.500000 Penalty: 5529.758789
	Iteration 6Q: 3 clusters Score -5614148 nChanged 4210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22906 members 
Mstep: Class 2 contains 46568 members 
Entering Unmasked Estep 
Score: -5616804.500000 Penalty: 5529.758789
	Iteration 7F: 3 clusters Score -5616804 nChanged 4897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18561 members 
Mstep: Class 2 contains 50913 members 
Entering Unmasked Estep 
Score: -5620490.500000 Penalty: 5529.758789
	Iteration 8F: 3 clusters Score -5620490 nChanged 5126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 55623 members 
Entering Unmasked Estep 
Score: -5624851.500000 Penalty: 5529.758789
	Iteration 9F: 3 clusters Score -5624852 nChanged 4404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 59699 members 
Entering Unmasked Estep 
Score: -5628765.000000 Penalty: 5529.758789
	Iteration 10F: 3 clusters Score -5628765 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 62548 members 
Entering Unmasked Estep 
Score: -5631728.000000 Penalty: 5529.758789
	Iteration 11Q: 3 clusters Score -5631728 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 64192 members 
Entering Unmasked Estep 
Score: -5633675.000000 Penalty: 5529.758789
	Iteration 12Q: 3 clusters Score -5633675 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 64973 members 
Entering Unmasked Estep 
Score: -5634626.000000 Penalty: 5529.758789
	Iteration 13Q: 3 clusters Score -5634626 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 65435 members 
Entering Unmasked Estep 
Score: -5635037.500000 Penalty: 5529.758789
	Iteration 14Q: 3 clusters Score -5635038 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 65715 members 
Entering Unmasked Estep 
Score: -5635193.000000 Penalty: 5529.758789
	Iteration 15Q: 3 clusters Score -5635193 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 65937 members 
Entering Unmasked Estep 
Score: -5635277.500000 Penalty: 5529.758789
	Iteration 16Q: 3 clusters Score -5635278 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 66109 members 
Entering Unmasked Estep 
Score: -5635337.500000 Penalty: 5529.758789
	Iteration 17Q: 3 clusters Score -5635338 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 66245 members 
Entering Unmasked Estep 
Score: -5635370.000000 Penalty: 5529.758789
	Iteration 18Q: 3 clusters Score -5635370 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 66340 members 
Entering Unmasked Estep 
Score: -5635417.500000 Penalty: 5529.758789
	Iteration 19Q: 3 clusters Score -5635418 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 66432 members 
Entering Unmasked Estep 
Score: -5635439.000000 Penalty: 5529.758789
	Iteration 20F: 3 clusters Score -5635439 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 66514 members 
Entering Unmasked Estep 
Score: -5635457.000000 Penalty: 5529.758789
	Iteration 21Q: 3 clusters Score -5635457 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 66589 members 
Entering Unmasked Estep 
Score: -5635464.000000 Penalty: 5529.758789
	Iteration 22Q: 3 clusters Score -5635464 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 66651 members 
Entering Unmasked Estep 
Score: -5635485.500000 Penalty: 5529.758789
	Iteration 23Q: 3 clusters Score -5635486 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 66695 members 
Entering Unmasked Estep 
Score: -5635489.500000 Penalty: 5529.758789
	Iteration 24Q: 3 clusters Score -5635490 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 66734 members 
Entering Unmasked Estep 
Score: -5635503.000000 Penalty: 5529.758789
	Iteration 25Q: 3 clusters Score -5635503 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 66772 members 
Entering Unmasked Estep 
Score: -5635499.500000 Penalty: 5529.758789
	Iteration 26Q: 3 clusters Score -5635500 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 66803 members 
Entering Unmasked Estep 
Score: -5635508.500000 Penalty: 5529.758789
	Iteration 27Q: 3 clusters Score -5635508 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 66827 members 
Entering Unmasked Estep 
Score: -5635505.000000 Penalty: 5529.758789
	Iteration 28Q: 3 clusters Score -5635505 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 66849 members 
Entering Unmasked Estep 
Score: -5635501.500000 Penalty: 5529.758789
	Iteration 29Q: 3 clusters Score -5635502 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 66870 members 
Entering Unmasked Estep 
Score: -5635499.000000 Penalty: 5529.758789
	Iteration 30Q: 3 clusters Score -5635499 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 66893 members 
Entering Unmasked Estep 
Score: -5635519.500000 Penalty: 5529.758789
	Iteration 31Q: 3 clusters Score -5635520 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 66920 members 
Entering Unmasked Estep 
Score: -5635524.000000 Penalty: 5529.758789
	Iteration 32Q: 3 clusters Score -5635524 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 66950 members 
Entering Unmasked Estep 
Score: -5635534.500000 Penalty: 5529.758789
	Iteration 33Q: 3 clusters Score -5635534 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 66974 members 
Entering Unmasked Estep 
Score: -5635530.000000 Penalty: 5529.758789
	Iteration 34Q: 3 clusters Score -5635530 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 67000 members 
Entering Unmasked Estep 
Score: -5635533.500000 Penalty: 5529.758789
	Iteration 35Q: 3 clusters Score -5635534 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 67022 members 
Entering Unmasked Estep 
Score: -5635547.000000 Penalty: 5529.758789
	Iteration 36Q: 3 clusters Score -5635547 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 67039 members 
Entering Unmasked Estep 
Score: -5635551.500000 Penalty: 5529.758789
	Iteration 37Q: 3 clusters Score -5635552 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 67052 members 
Entering Unmasked Estep 
Score: -5635548.000000 Penalty: 5529.758789
	Iteration 38Q: 3 clusters Score -5635548 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 67073 members 
Entering Unmasked Estep 
Score: -5635552.000000 Penalty: 5529.758789
	Iteration 39Q: 3 clusters Score -5635552 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 67088 members 
Entering Unmasked Estep 
Score: -5635548.500000 Penalty: 5529.758789
	Iteration 40F: 3 clusters Score -5635548 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 67105 members 
Entering Unmasked Estep 
Score: -5635543.000000 Penalty: 5529.758789
	Iteration 41Q: 3 clusters Score -5635543 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 67112 members 
Entering Unmasked Estep 
Score: -5635545.000000 Penalty: 5529.758789
	Iteration 42Q: 3 clusters Score -5635545 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 67120 members 
Entering Unmasked Estep 
Score: -5635547.500000 Penalty: 5529.758789
	Iteration 43Q: 3 clusters Score -5635548 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 67130 members 
Entering Unmasked Estep 
Score: -5635552.000000 Penalty: 5529.758789
	Iteration 44Q: 3 clusters Score -5635552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 67134 members 
Entering Unmasked Estep 
Score: -5635550.000000 Penalty: 5529.758789
	Iteration 45Q: 3 clusters Score -5635550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 67138 members 
Entering Unmasked Estep 
Score: -5635553.000000 Penalty: 5529.758789
	Iteration 46Q: 3 clusters Score -5635553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 67142 members 
Entering Unmasked Estep 
Score: -5635554.500000 Penalty: 5529.758789
	Iteration 47Q: 3 clusters Score -5635554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 67144 members 
Entering Unmasked Estep 
Score: -5635555.500000 Penalty: 5529.758789
	Iteration 48Q: 3 clusters Score -5635556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 67145 members 
Entering Unmasked Estep 
Score: -5635553.500000 Penalty: 5529.758789
	Iteration 49Q: 3 clusters Score -5635554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 67146 members 
Entering Unmasked Estep 
Score: -5635554.000000 Penalty: 5529.758789
	Iteration 50Q: 3 clusters Score -5635554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 67147 members 
Entering Unmasked Estep 
Score: -5635553.500000 Penalty: 5529.758789
	Iteration 51Q: 3 clusters Score -5635554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 67150 members 
Entering Unmasked Estep 
Score: -5635555.500000 Penalty: 5529.758789
	Iteration 52Q: 3 clusters Score -5635556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 67152 members 
Entering Unmasked Estep 
Score: -5635551.500000 Penalty: 5529.758789
	Iteration 53Q: 3 clusters Score -5635552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 67152 members 
Entering Unmasked Estep 
Score: -5635551.500000 Penalty: 5529.758789
	Iteration 54F: 3 clusters Score -5635552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Entering Unmasked Estep 
Score: -442518.625000 Penalty: 2153.815186
	Iteration 0F: 2 clusters Score -442518.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -437418.187500 Penalty: 4307.630371
	Iteration 0F: 3 clusters Score -437418.2 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -438751.593750 Penalty: 4307.630371
	Iteration 1F: 3 clusters Score -438751.6 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -439025.281250 Penalty: 4307.630371
	Iteration 2F: 3 clusters Score -439025.3 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -439225.781250 Penalty: 4307.630371
	Iteration 3F: 3 clusters Score -439225.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -439407.250000 Penalty: 4307.630371
	Iteration 4Q: 3 clusters Score -439407.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -439612.531250 Penalty: 4307.630371
	Iteration 5Q: 3 clusters Score -439612.5 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -439902.562500 Penalty: 4307.630371
	Iteration 6Q: 3 clusters Score -439902.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -440272.250000 Penalty: 4307.630371
	Iteration 7F: 3 clusters Score -440272.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -440662.156250 Penalty: 4307.630371
	Iteration 8F: 3 clusters Score -440662.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -441018.312500 Penalty: 4307.630371
	Iteration 9F: 3 clusters Score -441018.3 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -441294.281250 Penalty: 4307.630371
	Iteration 10Q: 3 clusters Score -441294.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -441481.937500 Penalty: 4307.630371
	Iteration 11Q: 3 clusters Score -441481.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -441617.156250 Penalty: 4307.630371
	Iteration 12Q: 3 clusters Score -441617.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -441731.843750 Penalty: 4307.630371
	Iteration 13Q: 3 clusters Score -441731.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -441831.968750 Penalty: 4307.630371
	Iteration 14Q: 3 clusters Score -441832 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -441894.812500 Penalty: 4307.630371
	Iteration 15Q: 3 clusters Score -441894.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -441925.843750 Penalty: 4307.630371
	Iteration 16Q: 3 clusters Score -441925.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -441944.156250 Penalty: 4307.630371
	Iteration 17Q: 3 clusters Score -441944.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -441953.968750 Penalty: 4307.630371
	Iteration 18Q: 3 clusters Score -441954 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -441962.343750 Penalty: 4307.630371
	Iteration 19Q: 3 clusters Score -441962.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -441969.031250 Penalty: 4307.630371
	Iteration 20F: 3 clusters Score -441969 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -441974.031250 Penalty: 4307.630371
	Iteration 21Q: 3 clusters Score -441974 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -441979.562500 Penalty: 4307.630371
	Iteration 22Q: 3 clusters Score -441979.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -441983.656250 Penalty: 4307.630371
	Iteration 23Q: 3 clusters Score -441983.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -441991.781250 Penalty: 4307.630371
	Iteration 24Q: 3 clusters Score -441991.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -442006.937500 Penalty: 4307.630371
	Iteration 25Q: 3 clusters Score -442006.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -442023.906250 Penalty: 4307.630371
	Iteration 26Q: 3 clusters Score -442023.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -442042.687500 Penalty: 4307.630371
	Iteration 27Q: 3 clusters Score -442042.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -442058.781250 Penalty: 4307.630371
	Iteration 28Q: 3 clusters Score -442058.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -442085.187500 Penalty: 4307.630371
	Iteration 29Q: 3 clusters Score -442085.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -442124.531250 Penalty: 4307.630371
	Iteration 30Q: 3 clusters Score -442124.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -442154.593750 Penalty: 4307.630371
	Iteration 31Q: 3 clusters Score -442154.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -442180.062500 Penalty: 4307.630371
	Iteration 32Q: 3 clusters Score -442180.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -442199.781250 Penalty: 4307.630371
	Iteration 33Q: 3 clusters Score -442199.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -442210.468750 Penalty: 4307.630371
	Iteration 34Q: 3 clusters Score -442210.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -442212.218750 Penalty: 4307.630371
	Iteration 35Q: 3 clusters Score -442212.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -442214.593750 Penalty: 4307.630371
	Iteration 36Q: 3 clusters Score -442214.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -442213.875000 Penalty: 4307.630371
	Iteration 37Q: 3 clusters Score -442213.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -442214.718750 Penalty: 4307.630371
	Iteration 38Q: 3 clusters Score -442214.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -442214.718750 Penalty: 4307.630371
	Iteration 39F: 3 clusters Score -442214.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (15535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Entering Unmasked Estep 
Score: -1281594.625000 Penalty: 2393.411133
	Iteration 0F: 2 clusters Score -1281595 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -1270353.000000 Penalty: 4786.822266
	Iteration 0F: 3 clusters Score -1270353 nChanged 6711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -1274094.375000 Penalty: 4786.822266
	Iteration 1F: 3 clusters Score -1274094 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -1274920.625000 Penalty: 4786.822266
	Iteration 2F: 3 clusters Score -1274921 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1275747.125000 Penalty: 4786.822266
	Iteration 3F: 3 clusters Score -1275747 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1276477.750000 Penalty: 4786.822266
	Iteration 4F: 3 clusters Score -1276478 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1277150.125000 Penalty: 4786.822266
	Iteration 5F: 3 clusters Score -1277150 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1277722.875000 Penalty: 4786.822266
	Iteration 6F: 3 clusters Score -1277723 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1278175.625000 Penalty: 4786.822266
	Iteration 7Q: 3 clusters Score -1278176 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1278476.750000 Penalty: 4786.822266
	Iteration 8Q: 3 clusters Score -1278477 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1278687.750000 Penalty: 4786.822266
	Iteration 9Q: 3 clusters Score -1278688 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1278840.375000 Penalty: 4786.822266
	Iteration 10Q: 3 clusters Score -1278840 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1278951.750000 Penalty: 4786.822266
	Iteration 11Q: 3 clusters Score -1278952 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1279031.750000 Penalty: 4786.822266
	Iteration 12Q: 3 clusters Score -1279032 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1279085.500000 Penalty: 4786.822266
	Iteration 13Q: 3 clusters Score -1279086 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1279120.875000 Penalty: 4786.822266
	Iteration 14Q: 3 clusters Score -1279121 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1279156.125000 Penalty: 4786.822266
	Iteration 15Q: 3 clusters Score -1279156 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1279191.750000 Penalty: 4786.822266
	Iteration 16Q: 3 clusters Score -1279192 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1279215.625000 Penalty: 4786.822266
	Iteration 17Q: 3 clusters Score -1279216 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1279235.750000 Penalty: 4786.822266
	Iteration 18Q: 3 clusters Score -1279236 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1279256.625000 Penalty: 4786.822266
	Iteration 19Q: 3 clusters Score -1279257 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1279279.625000 Penalty: 4786.822266
	Iteration 20F: 3 clusters Score -1279280 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1279299.375000 Penalty: 4786.822266
	Iteration 21Q: 3 clusters Score -1279299 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1279324.625000 Penalty: 4786.822266
	Iteration 22Q: 3 clusters Score -1279325 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1279349.000000 Penalty: 4786.822266
	Iteration 23Q: 3 clusters Score -1279349 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1279369.000000 Penalty: 4786.822266
	Iteration 24Q: 3 clusters Score -1279369 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1279389.750000 Penalty: 4786.822266
	Iteration 25Q: 3 clusters Score -1279390 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1279413.125000 Penalty: 4786.822266
	Iteration 26Q: 3 clusters Score -1279413 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1279439.875000 Penalty: 4786.822266
	Iteration 27Q: 3 clusters Score -1279440 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1279459.375000 Penalty: 4786.822266
	Iteration 28Q: 3 clusters Score -1279459 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1279483.750000 Penalty: 4786.822266
	Iteration 29Q: 3 clusters Score -1279484 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1279504.750000 Penalty: 4786.822266
	Iteration 30Q: 3 clusters Score -1279505 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1279527.625000 Penalty: 4786.822266
	Iteration 31Q: 3 clusters Score -1279528 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1279554.000000 Penalty: 4786.822266
	Iteration 32Q: 3 clusters Score -1279554 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1279574.250000 Penalty: 4786.822266
	Iteration 33Q: 3 clusters Score -1279574 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1279603.125000 Penalty: 4786.822266
	Iteration 34Q: 3 clusters Score -1279603 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1279629.625000 Penalty: 4786.822266
	Iteration 35Q: 3 clusters Score -1279630 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1279650.000000 Penalty: 4786.822266
	Iteration 36Q: 3 clusters Score -1279650 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1279667.875000 Penalty: 4786.822266
	Iteration 37Q: 3 clusters Score -1279668 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1279689.125000 Penalty: 4786.822266
	Iteration 38Q: 3 clusters Score -1279689 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1279719.750000 Penalty: 4786.822266
	Iteration 39Q: 3 clusters Score -1279720 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1279746.375000 Penalty: 4786.822266
	Iteration 40F: 3 clusters Score -1279746 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1279769.625000 Penalty: 4786.822266
	Iteration 41Q: 3 clusters Score -1279770 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -1279784.875000 Penalty: 4786.822266
	Iteration 42Q: 3 clusters Score -1279785 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -1279804.875000 Penalty: 4786.822266
	Iteration 43Q: 3 clusters Score -1279805 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1279821.000000 Penalty: 4786.822266
	Iteration 44Q: 3 clusters Score -1279821 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1279840.125000 Penalty: 4786.822266
	Iteration 45Q: 3 clusters Score -1279840 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1279862.125000 Penalty: 4786.822266
	Iteration 46Q: 3 clusters Score -1279862 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -1279883.375000 Penalty: 4786.822266
	Iteration 47Q: 3 clusters Score -1279883 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1279909.000000 Penalty: 4786.822266
	Iteration 48Q: 3 clusters Score -1279909 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1279929.375000 Penalty: 4786.822266
	Iteration 49Q: 3 clusters Score -1279929 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1279940.875000 Penalty: 4786.822266
	Iteration 50Q: 3 clusters Score -1279941 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1279954.875000 Penalty: 4786.822266
	Iteration 51Q: 3 clusters Score -1279955 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1279962.000000 Penalty: 4786.822266
	Iteration 52Q: 3 clusters Score -1279962 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1279970.875000 Penalty: 4786.822266
	Iteration 53Q: 3 clusters Score -1279971 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1279982.375000 Penalty: 4786.822266
	Iteration 54Q: 3 clusters Score -1279982 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1279998.000000 Penalty: 4786.822266
	Iteration 55Q: 3 clusters Score -1279998 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1280009.375000 Penalty: 4786.822266
	Iteration 56Q: 3 clusters Score -1280009 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1280014.750000 Penalty: 4786.822266
	Iteration 57Q: 3 clusters Score -1280015 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1280024.625000 Penalty: 4786.822266
	Iteration 58Q: 3 clusters Score -1280025 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1280027.875000 Penalty: 4786.822266
	Iteration 59Q: 3 clusters Score -1280028 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1280033.375000 Penalty: 4786.822266
	Iteration 60F: 3 clusters Score -1280033 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1280045.250000 Penalty: 4786.822266
	Iteration 61Q: 3 clusters Score -1280045 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1280052.500000 Penalty: 4786.822266
	Iteration 62Q: 3 clusters Score -1280052 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1280061.250000 Penalty: 4786.822266
	Iteration 63Q: 3 clusters Score -1280061 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1280073.250000 Penalty: 4786.822266
	Iteration 64Q: 3 clusters Score -1280073 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1280085.125000 Penalty: 4786.822266
	Iteration 65Q: 3 clusters Score -1280085 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1280093.875000 Penalty: 4786.822266
	Iteration 66Q: 3 clusters Score -1280094 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1280098.875000 Penalty: 4786.822266
	Iteration 67Q: 3 clusters Score -1280099 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1280107.875000 Penalty: 4786.822266
	Iteration 68Q: 3 clusters Score -1280108 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1280121.500000 Penalty: 4786.822266
	Iteration 69Q: 3 clusters Score -1280122 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1280126.500000 Penalty: 4786.822266
	Iteration 70Q: 3 clusters Score -1280126 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1280135.625000 Penalty: 4786.822266
	Iteration 71Q: 3 clusters Score -1280136 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1280140.625000 Penalty: 4786.822266
	Iteration 72Q: 3 clusters Score -1280141 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1280151.125000 Penalty: 4786.822266
	Iteration 73Q: 3 clusters Score -1280151 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1280150.625000 Penalty: 4786.822266
	Iteration 74Q: 3 clusters Score -1280151 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1280156.875000 Penalty: 4786.822266
	Iteration 75Q: 3 clusters Score -1280157 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1280160.000000 Penalty: 4786.822266
	Iteration 76Q: 3 clusters Score -1280160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1280158.875000 Penalty: 4786.822266
	Iteration 77Q: 3 clusters Score -1280159 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1280162.125000 Penalty: 4786.822266
	Iteration 78Q: 3 clusters Score -1280162 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1280167.750000 Penalty: 4786.822266
	Iteration 79Q: 3 clusters Score -1280168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1280167.125000 Penalty: 4786.822266
	Iteration 80F: 3 clusters Score -1280167 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1280170.875000 Penalty: 4786.822266
	Iteration 81Q: 3 clusters Score -1280171 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1280173.250000 Penalty: 4786.822266
	Iteration 82Q: 3 clusters Score -1280173 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1280173.500000 Penalty: 4786.822266
	Iteration 83Q: 3 clusters Score -1280174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1280177.875000 Penalty: 4786.822266
	Iteration 84Q: 3 clusters Score -1280178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1280176.875000 Penalty: 4786.822266
	Iteration 85Q: 3 clusters Score -1280177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1280179.500000 Penalty: 4786.822266
	Iteration 86Q: 3 clusters Score -1280180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1280180.875000 Penalty: 4786.822266
	Iteration 87Q: 3 clusters Score -1280181 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1280181.875000 Penalty: 4786.822266
	Iteration 88Q: 3 clusters Score -1280182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1280184.500000 Penalty: 4786.822266
	Iteration 89Q: 3 clusters Score -1280184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1280184.000000 Penalty: 4786.822266
	Iteration 90Q: 3 clusters Score -1280184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1280185.125000 Penalty: 4786.822266
	Iteration 91Q: 3 clusters Score -1280185 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1280186.875000 Penalty: 4786.822266
	Iteration 92Q: 3 clusters Score -1280187 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1280190.250000 Penalty: 4786.822266
	Iteration 93Q: 3 clusters Score -1280190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1280193.750000 Penalty: 4786.822266
	Iteration 94Q: 3 clusters Score -1280194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1280194.375000 Penalty: 4786.822266
	Iteration 95Q: 3 clusters Score -1280194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1280193.625000 Penalty: 4786.822266
	Iteration 96Q: 3 clusters Score -1280194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1280193.625000 Penalty: 4786.822266
	Iteration 97F: 3 clusters Score -1280194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Entering Unmasked Estep 
Score: -205524.453125 Penalty: 2006.267822
	Iteration 0F: 2 clusters Score -205524.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -202205.406250 Penalty: 4012.535645
	Iteration 0F: 3 clusters Score -202205.4 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -203245.250000 Penalty: 4012.535645
	Iteration 1F: 3 clusters Score -203245.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -203702.609375 Penalty: 4012.535645
	Iteration 2F: 3 clusters Score -203702.6 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -204088.015625 Penalty: 4012.535645
	Iteration 3F: 3 clusters Score -204088 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -204496.875000 Penalty: 4012.535645
	Iteration 4F: 3 clusters Score -204496.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -204792.078125 Penalty: 4012.535645
	Iteration 5F: 3 clusters Score -204792.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -205020.265625 Penalty: 4012.535645
	Iteration 6Q: 3 clusters Score -205020.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -205155.625000 Penalty: 4012.535645
	Iteration 7Q: 3 clusters Score -205155.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -205244.578125 Penalty: 4012.535645
	Iteration 8Q: 3 clusters Score -205244.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -205319.640625 Penalty: 4012.535645
	Iteration 9Q: 3 clusters Score -205319.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -205359.125000 Penalty: 4012.535645
	Iteration 10Q: 3 clusters Score -205359.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -205386.234375 Penalty: 4012.535645
	Iteration 11Q: 3 clusters Score -205386.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -205403.328125 Penalty: 4012.535645
	Iteration 12Q: 3 clusters Score -205403.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -205418.625000 Penalty: 4012.535645
	Iteration 13Q: 3 clusters Score -205418.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -205426.343750 Penalty: 4012.535645
	Iteration 14Q: 3 clusters Score -205426.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -205437.453125 Penalty: 4012.535645
	Iteration 15Q: 3 clusters Score -205437.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -205444.421875 Penalty: 4012.535645
	Iteration 16Q: 3 clusters Score -205444.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -205451.609375 Penalty: 4012.535645
	Iteration 17Q: 3 clusters Score -205451.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -205456.734375 Penalty: 4012.535645
	Iteration 18Q: 3 clusters Score -205456.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -205464.984375 Penalty: 4012.535645
	Iteration 19Q: 3 clusters Score -205465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -205465.531250 Penalty: 4012.535645
	Iteration 20F: 3 clusters Score -205465.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (19453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19453 members 
Entering Unmasked Estep 
Score: -1611990.375000 Penalty: 2449.187500
	Iteration 0F: 2 clusters Score -1611990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -1598318.125000 Penalty: 4898.375000
	Iteration 0F: 3 clusters Score -1598318 nChanged 8577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -1602889.875000 Penalty: 4898.375000
	Iteration 1F: 3 clusters Score -1602890 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -1603256.000000 Penalty: 4898.375000
	Iteration 2F: 3 clusters Score -1603256 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -1603585.500000 Penalty: 4898.375000
	Iteration 3Q: 3 clusters Score -1603586 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -1603945.125000 Penalty: 4898.375000
	Iteration 4Q: 3 clusters Score -1603945 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -1604499.625000 Penalty: 4898.375000
	Iteration 5F: 3 clusters Score -1604500 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -1605277.375000 Penalty: 4898.375000
	Iteration 6F: 3 clusters Score -1605277 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 15515 members 
Entering Unmasked Estep 
Score: -1606316.375000 Penalty: 4898.375000
	Iteration 7F: 3 clusters Score -1606316 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 16792 members 
Entering Unmasked Estep 
Score: -1607483.000000 Penalty: 4898.375000
	Iteration 8F: 3 clusters Score -1607483 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 17834 members 
Entering Unmasked Estep 
Score: -1608492.000000 Penalty: 4898.375000
	Iteration 9F: 3 clusters Score -1608492 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 18514 members 
Entering Unmasked Estep 
Score: -1609124.375000 Penalty: 4898.375000
	Iteration 10Q: 3 clusters Score -1609124 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 18850 members 
Entering Unmasked Estep 
Score: -1609433.000000 Penalty: 4898.375000
	Iteration 11Q: 3 clusters Score -1609433 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 19008 members 
Entering Unmasked Estep 
Score: -1609607.625000 Penalty: 4898.375000
	Iteration 12Q: 3 clusters Score -1609608 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 19081 members 
Entering Unmasked Estep 
Score: -1609697.375000 Penalty: 4898.375000
	Iteration 13Q: 3 clusters Score -1609697 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 19120 members 
Entering Unmasked Estep 
Score: -1609751.625000 Penalty: 4898.375000
	Iteration 14Q: 3 clusters Score -1609752 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 19151 members 
Entering Unmasked Estep 
Score: -1609788.250000 Penalty: 4898.375000
	Iteration 15Q: 3 clusters Score -1609788 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 19165 members 
Entering Unmasked Estep 
Score: -1609814.250000 Penalty: 4898.375000
	Iteration 16Q: 3 clusters Score -1609814 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 19177 members 
Entering Unmasked Estep 
Score: -1609833.250000 Penalty: 4898.375000
	Iteration 17Q: 3 clusters Score -1609833 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 19187 members 
Entering Unmasked Estep 
Score: -1609857.125000 Penalty: 4898.375000
	Iteration 18Q: 3 clusters Score -1609857 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 19195 members 
Entering Unmasked Estep 
Score: -1609868.250000 Penalty: 4898.375000
	Iteration 19Q: 3 clusters Score -1609868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 19200 members 
Entering Unmasked Estep 
Score: -1609874.500000 Penalty: 4898.375000
	Iteration 20F: 3 clusters Score -1609874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 19204 members 
Entering Unmasked Estep 
Score: -1609882.250000 Penalty: 4898.375000
	Iteration 21Q: 3 clusters Score -1609882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 19205 members 
Entering Unmasked Estep 
Score: -1609887.125000 Penalty: 4898.375000
	Iteration 22Q: 3 clusters Score -1609887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 19208 members 
Entering Unmasked Estep 
Score: -1609897.500000 Penalty: 4898.375000
	Iteration 23Q: 3 clusters Score -1609898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 19210 members 
Entering Unmasked Estep 
Score: -1609902.875000 Penalty: 4898.375000
	Iteration 24Q: 3 clusters Score -1609903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 19210 members 
Entering Unmasked Estep 
Score: -1609902.875000 Penalty: 4898.375000
	Iteration 25F: 3 clusters Score -1609903 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Entering Unmasked Estep 
Score: -203365.328125 Penalty: 1962.371704
	Iteration 0F: 2 clusters Score -203365.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -200275.718750 Penalty: 3924.743408
	Iteration 0F: 3 clusters Score -200275.7 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -200884.953125 Penalty: 3924.743408
	Iteration 1F: 3 clusters Score -200885 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -201096.296875 Penalty: 3924.743408
	Iteration 2F: 3 clusters Score -201096.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -201269.640625 Penalty: 3924.743408
	Iteration 3F: 3 clusters Score -201269.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -201393.578125 Penalty: 3924.743408
	Iteration 4Q: 3 clusters Score -201393.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -201475.609375 Penalty: 3924.743408
	Iteration 5Q: 3 clusters Score -201475.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -201525.750000 Penalty: 3924.743408
	Iteration 6Q: 3 clusters Score -201525.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -201565.046875 Penalty: 3924.743408
	Iteration 7Q: 3 clusters Score -201565 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -201621.593750 Penalty: 3924.743408
	Iteration 8Q: 3 clusters Score -201621.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -201685.437500 Penalty: 3924.743408
	Iteration 9Q: 3 clusters Score -201685.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -201756.140625 Penalty: 3924.743408
	Iteration 10Q: 3 clusters Score -201756.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -201809.343750 Penalty: 3924.743408
	Iteration 11Q: 3 clusters Score -201809.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -201870.640625 Penalty: 3924.743408
	Iteration 12Q: 3 clusters Score -201870.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -201934.296875 Penalty: 3924.743408
	Iteration 13Q: 3 clusters Score -201934.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -201988.843750 Penalty: 3924.743408
	Iteration 14Q: 3 clusters Score -201988.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -202040.671875 Penalty: 3924.743408
	Iteration 15Q: 3 clusters Score -202040.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -202077.953125 Penalty: 3924.743408
	Iteration 16Q: 3 clusters Score -202078 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -202109.781250 Penalty: 3924.743408
	Iteration 17Q: 3 clusters Score -202109.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -202137.578125 Penalty: 3924.743408
	Iteration 18Q: 3 clusters Score -202137.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -202162.390625 Penalty: 3924.743408
	Iteration 19Q: 3 clusters Score -202162.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -202190.062500 Penalty: 3924.743408
	Iteration 20F: 3 clusters Score -202190.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -202217.671875 Penalty: 3924.743408
	Iteration 21Q: 3 clusters Score -202217.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -202249.656250 Penalty: 3924.743408
	Iteration 22Q: 3 clusters Score -202249.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -202280.562500 Penalty: 3924.743408
	Iteration 23Q: 3 clusters Score -202280.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -202297.703125 Penalty: 3924.743408
	Iteration 24Q: 3 clusters Score -202297.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -202318.562500 Penalty: 3924.743408
	Iteration 25Q: 3 clusters Score -202318.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -202343.109375 Penalty: 3924.743408
	Iteration 26Q: 3 clusters Score -202343.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -202362.734375 Penalty: 3924.743408
	Iteration 27Q: 3 clusters Score -202362.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -202370.484375 Penalty: 3924.743408
	Iteration 28Q: 3 clusters Score -202370.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -202378.687500 Penalty: 3924.743408
	Iteration 29Q: 3 clusters Score -202378.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -202384.562500 Penalty: 3924.743408
	Iteration 30Q: 3 clusters Score -202384.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -202387.968750 Penalty: 3924.743408
	Iteration 31Q: 3 clusters Score -202388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -202389.171875 Penalty: 3924.743408
	Iteration 32Q: 3 clusters Score -202389.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -202389.796875 Penalty: 3924.743408
	Iteration 33Q: 3 clusters Score -202389.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -202392.093750 Penalty: 3924.743408
	Iteration 34Q: 3 clusters Score -202392.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -202393.234375 Penalty: 3924.743408
	Iteration 35Q: 3 clusters Score -202393.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -202393.234375 Penalty: 3924.743408
	Iteration 36F: 3 clusters Score -202393.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75115 members 
Mstep: Class 2 contains 24185 members 
Mstep: Class 3 contains 3399 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 80349 members 
Mstep: Class 6 contains 154128 members 
Mstep: Class 7 contains 8608 members 
Mstep: Class 8 contains 8396 members 
Mstep: Class 9 contains 75577 members 
Mstep: Class 10 contains 66001 members 
Mstep: Class 11 contains 6452 members 
Mstep: Class 12 contains 60499 members 
Mstep: Class 13 contains 5832 members 
Mstep: Class 14 contains 20394 members 
Mstep: Class 15 contains 17064 members 
Mstep: Class 16 contains 14590 members 
Mstep: Class 17 contains 37983 members 
Mstep: Class 18 contains 3527 members 
Mstep: Class 19 contains 5636 members 
Mstep: Class 20 contains 11835 members 
Mstep: Class 21 contains 9952 members 
Mstep: Class 22 contains 9956 members 
Mstep: Class 23 contains 28902 members 
Mstep: Class 24 contains 542041 members 
Mstep: Class 25 contains 62323 members 
Mstep: Class 26 contains 6971 members 
Mstep: Class 27 contains 3437 members 
Mstep: Class 28 contains 69474 members 
Mstep: Class 29 contains 5912 members 
Mstep: Class 30 contains 15535 members 
Mstep: Class 31 contains 3261 members 
Mstep: Class 32 contains 19453 members 
Mstep: Class 33 contains 2732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111983176.000000 Penalty: 116180.585938
Iteration 199Q: 34 clusters Score -1.119832e+08 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75107 members 
Mstep: Class 2 contains 24186 members 
Mstep: Class 3 contains 3401 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 80609 members 
Mstep: Class 6 contains 154127 members 
Mstep: Class 7 contains 8607 members 
Mstep: Class 8 contains 8396 members 
Mstep: Class 9 contains 75579 members 
Mstep: Class 10 contains 65968 members 
Mstep: Class 11 contains 6447 members 
Mstep: Class 12 contains 60490 members 
Mstep: Class 13 contains 5835 members 
Mstep: Class 14 contains 20403 members 
Mstep: Class 15 contains 17063 members 
Mstep: Class 16 contains 14584 members 
Mstep: Class 17 contains 37986 members 
Mstep: Class 18 contains 3501 members 
Mstep: Class 19 contains 5637 members 
Mstep: Class 20 contains 11835 members 
Mstep: Class 21 contains 9950 members 
Mstep: Class 22 contains 9955 members 
Mstep: Class 23 contains 28888 members 
Mstep: Class 24 contains 541796 members 
Mstep: Class 25 contains 62288 members 
Mstep: Class 26 contains 6969 members 
Mstep: Class 27 contains 3437 members 
Mstep: Class 28 contains 69477 members 
Mstep: Class 29 contains 5911 members 
Mstep: Class 30 contains 15541 members 
Mstep: Class 31 contains 3266 members 
Mstep: Class 32 contains 19548 members 
Mstep: Class 33 contains 2732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111983304.000000 Penalty: 116180.585938
Iteration 200F: 34 clusters Score -1.119833e+08 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75099 members 
Mstep: Class 2 contains 24189 members 
Mstep: Class 3 contains 3400 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 80859 members 
Mstep: Class 6 contains 154125 members 
Mstep: Class 7 contains 8607 members 
Mstep: Class 8 contains 8396 members 
Mstep: Class 9 contains 75578 members 
Mstep: Class 10 contains 65958 members 
Mstep: Class 11 contains 6442 members 
Mstep: Class 12 contains 60473 members 
Mstep: Class 13 contains 5836 members 
Mstep: Class 14 contains 20416 members 
Mstep: Class 15 contains 17063 members 
Mstep: Class 16 contains 14566 members 
Mstep: Class 17 contains 37977 members 
Mstep: Class 18 contains 3475 members 
Mstep: Class 19 contains 5635 members 
Mstep: Class 20 contains 11835 members 
Mstep: Class 21 contains 9949 members 
Mstep: Class 22 contains 9955 members 
Mstep: Class 23 contains 28888 members 
Mstep: Class 24 contains 541571 members 
Mstep: Class 25 contains 62243 members 
Mstep: Class 26 contains 6963 members 
Mstep: Class 27 contains 3438 members 
Mstep: Class 28 contains 69478 members 
Mstep: Class 29 contains 5911 members 
Mstep: Class 30 contains 15550 members 
Mstep: Class 31 contains 3267 members 
Mstep: Class 32 contains 19645 members 
Mstep: Class 33 contains 2732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111983320.000000 Penalty: 116180.585938
Iteration 201Q: 34 clusters Score -1.119833e+08 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75096 members 
Mstep: Class 2 contains 24193 members 
Mstep: Class 3 contains 3396 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 81058 members 
Mstep: Class 6 contains 154123 members 
Mstep: Class 7 contains 8607 members 
Mstep: Class 8 contains 8395 members 
Mstep: Class 9 contains 75578 members 
Mstep: Class 10 contains 65933 members 
Mstep: Class 11 contains 6437 members 
Mstep: Class 12 contains 60471 members 
Mstep: Class 13 contains 5837 members 
Mstep: Class 14 contains 20429 members 
Mstep: Class 15 contains 17062 members 
Mstep: Class 16 contains 14551 members 
Mstep: Class 17 contains 37975 members 
Mstep: Class 18 contains 3459 members 
Mstep: Class 19 contains 5635 members 
Mstep: Class 20 contains 11835 members 
Mstep: Class 21 contains 9946 members 
Mstep: Class 22 contains 9958 members 
Mstep: Class 23 contains 28883 members 
Mstep: Class 24 contains 541378 members 
Mstep: Class 25 contains 62199 members 
Mstep: Class 26 contains 6960 members 
Mstep: Class 27 contains 3439 members 
Mstep: Class 28 contains 69475 members 
Mstep: Class 29 contains 5911 members 
Mstep: Class 30 contains 15555 members 
Mstep: Class 31 contains 3268 members 
Mstep: Class 32 contains 19745 members 
Mstep: Class 33 contains 2732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111983256.000000 Penalty: 116180.585938
Iteration 202Q: 34 clusters Score -1.119833e+08 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75092 members 
Mstep: Class 2 contains 24195 members 
Mstep: Class 3 contains 3395 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 81266 members 
Mstep: Class 6 contains 154122 members 
Mstep: Class 7 contains 8607 members 
Mstep: Class 8 contains 8395 members 
Mstep: Class 9 contains 75586 members 
Mstep: Class 10 contains 65921 members 
Mstep: Class 11 contains 6433 members 
Mstep: Class 12 contains 60469 members 
Mstep: Class 13 contains 5836 members 
Mstep: Class 14 contains 20433 members 
Mstep: Class 15 contains 17062 members 
Mstep: Class 16 contains 14534 members 
Mstep: Class 17 contains 37970 members 
Mstep: Class 18 contains 3445 members 
Mstep: Class 19 contains 5635 members 
Mstep: Class 20 contains 11835 members 
Mstep: Class 21 contains 9945 members 
Mstep: Class 22 contains 9959 members 
Mstep: Class 23 contains 28881 members 
Mstep: Class 24 contains 541183 members 
Mstep: Class 25 contains 62143 members 
Mstep: Class 26 contains 6960 members 
Mstep: Class 27 contains 3441 members 
Mstep: Class 28 contains 69473 members 
Mstep: Class 29 contains 5911 members 
Mstep: Class 30 contains 15566 members 
Mstep: Class 31 contains 3269 members 
Mstep: Class 32 contains 19825 members 
Mstep: Class 33 contains 2732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111983520.000000 Penalty: 116180.585938
Iteration 203Q: 34 clusters Score -1.119835e+08 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75088 members 
Mstep: Class 2 contains 24197 members 
Mstep: Class 3 contains 3391 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 81455 members 
Mstep: Class 6 contains 154120 members 
Mstep: Class 7 contains 8607 members 
Mstep: Class 8 contains 8395 members 
Mstep: Class 9 contains 75587 members 
Mstep: Class 10 contains 65897 members 
Mstep: Class 11 contains 6429 members 
Mstep: Class 12 contains 60470 members 
Mstep: Class 13 contains 5836 members 
Mstep: Class 14 contains 20446 members 
Mstep: Class 15 contains 17057 members 
Mstep: Class 16 contains 14523 members 
Mstep: Class 17 contains 37972 members 
Mstep: Class 18 contains 3442 members 
Mstep: Class 19 contains 5635 members 
Mstep: Class 20 contains 11835 members 
Mstep: Class 21 contains 9943 members 
Mstep: Class 22 contains 9963 members 
Mstep: Class 23 contains 28875 members 
Mstep: Class 24 contains 540980 members 
Mstep: Class 25 contains 62106 members 
Mstep: Class 26 contains 6957 members 
Mstep: Class 27 contains 3443 members 
Mstep: Class 28 contains 69476 members 
Mstep: Class 29 contains 5912 members 
Mstep: Class 30 contains 15576 members 
Mstep: Class 31 contains 3270 members 
Mstep: Class 32 contains 19904 members 
Mstep: Class 33 contains 2732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111983432.000000 Penalty: 116180.585938
Iteration 204Q: 34 clusters Score -1.119834e+08 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75083 members 
Mstep: Class 2 contains 24202 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 81649 members 
Mstep: Class 6 contains 154116 members 
Mstep: Class 7 contains 8606 members 
Mstep: Class 8 contains 8395 members 
Mstep: Class 9 contains 75597 members 
Mstep: Class 10 contains 65882 members 
Mstep: Class 11 contains 6426 members 
Mstep: Class 12 contains 60467 members 
Mstep: Class 13 contains 5836 members 
Mstep: Class 14 contains 20461 members 
Mstep: Class 15 contains 17049 members 
Mstep: Class 16 contains 14516 members 
Mstep: Class 17 contains 37971 members 
Mstep: Class 18 contains 3434 members 
Mstep: Class 19 contains 5635 members 
Mstep: Class 20 contains 11835 members 
Mstep: Class 21 contains 9940 members 
Mstep: Class 22 contains 9965 members 
Mstep: Class 23 contains 28874 members 
Mstep: Class 24 contains 540764 members 
Mstep: Class 25 contains 62066 members 
Mstep: Class 26 contains 6954 members 
Mstep: Class 27 contains 3444 members 
Mstep: Class 28 contains 69467 members 
Mstep: Class 29 contains 5913 members 
Mstep: Class 30 contains 15590 members 
Mstep: Class 31 contains 3274 members 
Mstep: Class 32 contains 19986 members 
Mstep: Class 33 contains 2732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111983552.000000 Penalty: 116180.585938
Iteration 205Q: 34 clusters Score -1.119836e+08 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75078 members 
Mstep: Class 2 contains 24206 members 
Mstep: Class 3 contains 3387 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 81844 members 
Mstep: Class 6 contains 154110 members 
Mstep: Class 7 contains 8606 members 
Mstep: Class 8 contains 8394 members 
Mstep: Class 9 contains 75604 members 
Mstep: Class 10 contains 65855 members 
Mstep: Class 11 contains 6423 members 
Mstep: Class 12 contains 60462 members 
Mstep: Class 13 contains 5834 members 
Mstep: Class 14 contains 20474 members 
Mstep: Class 15 contains 17049 members 
Mstep: Class 16 contains 14501 members 
Mstep: Class 17 contains 37981 members 
Mstep: Class 18 contains 3422 members 
Mstep: Class 19 contains 5635 members 
Mstep: Class 20 contains 11835 members 
Mstep: Class 21 contains 9936 members 
Mstep: Class 22 contains 9966 members 
Mstep: Class 23 contains 28873 members 
Mstep: Class 24 contains 540537 members 
Mstep: Class 25 contains 62035 members 
Mstep: Class 26 contains 6953 members 
Mstep: Class 27 contains 3445 members 
Mstep: Class 28 contains 69467 members 
Mstep: Class 29 contains 5912 members 
Mstep: Class 30 contains 15601 members 
Mstep: Class 31 contains 3277 members 
Mstep: Class 32 contains 20085 members 
Mstep: Class 33 contains 2732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111983368.000000 Penalty: 116180.585938
Iteration 206Q: 34 clusters Score -1.119834e+08 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75075 members 
Mstep: Class 2 contains 24214 members 
Mstep: Class 3 contains 3384 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 82006 members 
Mstep: Class 6 contains 154108 members 
Mstep: Class 7 contains 8606 members 
Mstep: Class 8 contains 8393 members 
Mstep: Class 9 contains 75602 members 
Mstep: Class 10 contains 65828 members 
Mstep: Class 11 contains 6423 members 
Mstep: Class 12 contains 60457 members 
Mstep: Class 13 contains 5836 members 
Mstep: Class 14 contains 20488 members 
Mstep: Class 15 contains 17050 members 
Mstep: Class 16 contains 14488 members 
Mstep: Class 17 contains 37986 members 
Mstep: Class 18 contains 3413 members 
Mstep: Class 19 contains 5635 members 
Mstep: Class 20 contains 11835 members 
Mstep: Class 21 contains 9936 members 
Mstep: Class 22 contains 9966 members 
Mstep: Class 23 contains 28877 members 
Mstep: Class 24 contains 540342 members 
Mstep: Class 25 contains 62009 members 
Mstep: Class 26 contains 6951 members 
Mstep: Class 27 contains 3447 members 
Mstep: Class 28 contains 69466 members 
Mstep: Class 29 contains 5912 members 
Mstep: Class 30 contains 15615 members 
Mstep: Class 31 contains 3281 members 
Mstep: Class 32 contains 20158 members 
Mstep: Class 33 contains 2732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111983224.000000 Penalty: 116180.585938
Iteration 207Q: 34 clusters Score -1.119832e+08 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75068 members 
Mstep: Class 2 contains 24215 members 
Mstep: Class 3 contains 3383 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 82153 members 
Mstep: Class 6 contains 154111 members 
Mstep: Class 7 contains 8606 members 
Mstep: Class 8 contains 8393 members 
Mstep: Class 9 contains 75603 members 
Mstep: Class 10 contains 65796 members 
Mstep: Class 11 contains 6423 members 
Mstep: Class 12 contains 60446 members 
Mstep: Class 13 contains 5835 members 
Mstep: Class 14 contains 20496 members 
Mstep: Class 15 contains 17045 members 
Mstep: Class 16 contains 14495 members 
Mstep: Class 17 contains 37992 members 
Mstep: Class 18 contains 3413 members 
Mstep: Class 19 contains 5636 members 
Mstep: Class 20 contains 11835 members 
Mstep: Class 21 contains 9932 members 
Mstep: Class 22 contains 9964 members 
Mstep: Class 23 contains 28874 members 
Mstep: Class 24 contains 540176 members 
Mstep: Class 25 contains 61984 members 
Mstep: Class 26 contains 6947 members 
Mstep: Class 27 contains 3450 members 
Mstep: Class 28 contains 69468 members 
Mstep: Class 29 contains 5912 members 
Mstep: Class 30 contains 15621 members 
Mstep: Class 31 contains 3285 members 
Mstep: Class 32 contains 20230 members 
Mstep: Class 33 contains 2732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111983288.000000 Penalty: 116180.585938
Iteration 208Q: 34 clusters Score -1.119833e+08 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75063 members 
Mstep: Class 2 contains 24217 members 
Mstep: Class 3 contains 3382 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 82286 members 
Mstep: Class 6 contains 154111 members 
Mstep: Class 7 contains 8606 members 
Mstep: Class 8 contains 8392 members 
Mstep: Class 9 contains 75601 members 
Mstep: Class 10 contains 65778 members 
Mstep: Class 11 contains 6423 members 
Mstep: Class 12 contains 60450 members 
Mstep: Class 13 contains 5838 members 
Mstep: Class 14 contains 20505 members 
Mstep: Class 15 contains 17042 members 
Mstep: Class 16 contains 14488 members 
Mstep: Class 17 contains 37989 members 
Mstep: Class 18 contains 3409 members 
Mstep: Class 19 contains 5637 members 
Mstep: Class 20 contains 11835 members 
Mstep: Class 21 contains 9934 members 
Mstep: Class 22 contains 9964 members 
Mstep: Class 23 contains 28872 members 
Mstep: Class 24 contains 540025 members 
Mstep: Class 25 contains 61954 members 
Mstep: Class 26 contains 6944 members 
Mstep: Class 27 contains 3451 members 
Mstep: Class 28 contains 69467 members 
Mstep: Class 29 contains 5912 members 
Mstep: Class 30 contains 15627 members 
Mstep: Class 31 contains 3286 members 
Mstep: Class 32 contains 20299 members 
Mstep: Class 33 contains 2732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111983248.000000 Penalty: 116180.585938
Iteration 209Q: 34 clusters Score -1.119832e+08 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75060 members 
Mstep: Class 2 contains 24218 members 
Mstep: Class 3 contains 3382 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 82421 members 
Mstep: Class 6 contains 154110 members 
Mstep: Class 7 contains 8606 members 
Mstep: Class 8 contains 8392 members 
Mstep: Class 9 contains 75605 members 
Mstep: Class 10 contains 65762 members 
Mstep: Class 11 contains 6420 members 
Mstep: Class 12 contains 60451 members 
Mstep: Class 13 contains 5838 members 
Mstep: Class 14 contains 20512 members 
Mstep: Class 15 contains 17041 members 
Mstep: Class 16 contains 14479 members 
Mstep: Class 17 contains 37988 members 
Mstep: Class 18 contains 3409 members 
Mstep: Class 19 contains 5637 members 
Mstep: Class 20 contains 11835 members 
Mstep: Class 21 contains 9929 members 
Mstep: Class 22 contains 9963 members 
Mstep: Class 23 contains 28871 members 
Mstep: Class 24 contains 539868 members 
Mstep: Class 25 contains 61931 members 
Mstep: Class 26 contains 6942 members 
Mstep: Class 27 contains 3452 members 
Mstep: Class 28 contains 69467 members 
Mstep: Class 29 contains 5912 members 
Mstep: Class 30 contains 15635 members 
Mstep: Class 31 contains 3285 members 
Mstep: Class 32 contains 20366 members 
Mstep: Class 33 contains 2732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111983408.000000 Penalty: 116180.585938
Iteration 210Q: 34 clusters Score -1.119834e+08 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75062 members 
Mstep: Class 2 contains 24221 members 
Mstep: Class 3 contains 3381 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 82542 members 
Mstep: Class 6 contains 154108 members 
Mstep: Class 7 contains 8606 members 
Mstep: Class 8 contains 8392 members 
Mstep: Class 9 contains 75608 members 
Mstep: Class 10 contains 65739 members 
Mstep: Class 11 contains 6416 members 
Mstep: Class 12 contains 60456 members 
Mstep: Class 13 contains 5838 members 
Mstep: Class 14 contains 20521 members 
Mstep: Class 15 contains 17039 members 
Mstep: Class 16 contains 14474 members 
Mstep: Class 17 contains 37982 members 
Mstep: Class 18 contains 3405 members 
Mstep: Class 19 contains 5635 members 
Mstep: Class 20 contains 11834 members 
Mstep: Class 21 contains 9922 members 
Mstep: Class 22 contains 9963 members 
Mstep: Class 23 contains 28866 members 
Mstep: Class 24 contains 539730 members 
Mstep: Class 25 contains 61900 members 
Mstep: Class 26 contains 6941 members 
Mstep: Class 27 contains 3452 members 
Mstep: Class 28 contains 69467 members 
Mstep: Class 29 contains 5912 members 
Mstep: Class 30 contains 15645 members 
Mstep: Class 31 contains 3286 members 
Mstep: Class 32 contains 20444 members 
Mstep: Class 33 contains 2732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111983440.000000 Penalty: 116180.585938
Iteration 211Q: 34 clusters Score -1.119834e+08 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75054 members 
Mstep: Class 2 contains 24220 members 
Mstep: Class 3 contains 3385 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 82669 members 
Mstep: Class 6 contains 154109 members 
Mstep: Class 7 contains 8605 members 
Mstep: Class 8 contains 8392 members 
Mstep: Class 9 contains 75609 members 
Mstep: Class 10 contains 65720 members 
Mstep: Class 11 contains 6411 members 
Mstep: Class 12 contains 60460 members 
Mstep: Class 13 contains 5838 members 
Mstep: Class 14 contains 20532 members 
Mstep: Class 15 contains 17039 members 
Mstep: Class 16 contains 14468 members 
Mstep: Class 17 contains 37968 members 
Mstep: Class 18 contains 3395 members 
Mstep: Class 19 contains 5635 members 
Mstep: Class 20 contains 11834 members 
Mstep: Class 21 contains 9915 members 
Mstep: Class 22 contains 9962 members 
Mstep: Class 23 contains 28866 members 
Mstep: Class 24 contains 539588 members 
Mstep: Class 25 contains 61884 members 
Mstep: Class 26 contains 6938 members 
Mstep: Class 27 contains 3451 members 
Mstep: Class 28 contains 69470 members 
Mstep: Class 29 contains 5912 members 
Mstep: Class 30 contains 15653 members 
Mstep: Class 31 contains 3286 members 
Mstep: Class 32 contains 20519 members 
Mstep: Class 33 contains 2732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111983632.000000 Penalty: 116180.585938
Iteration 212Q: 34 clusters Score -1.119836e+08 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75051 members 
Mstep: Class 2 contains 24220 members 
Mstep: Class 3 contains 3384 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 82809 members 
Mstep: Class 6 contains 154109 members 
Mstep: Class 7 contains 8605 members 
Mstep: Class 8 contains 8392 members 
Mstep: Class 9 contains 75605 members 
Mstep: Class 10 contains 65705 members 
Mstep: Class 11 contains 6408 members 
Mstep: Class 12 contains 60465 members 
Mstep: Class 13 contains 5838 members 
Mstep: Class 14 contains 20534 members 
Mstep: Class 15 contains 17039 members 
Mstep: Class 16 contains 14458 members 
Mstep: Class 17 contains 37954 members 
Mstep: Class 18 contains 3385 members 
Mstep: Class 19 contains 5635 members 
Mstep: Class 20 contains 11834 members 
Mstep: Class 21 contains 9911 members 
Mstep: Class 22 contains 9963 members 
Mstep: Class 23 contains 28861 members 
Mstep: Class 24 contains 539447 members 
Mstep: Class 25 contains 61862 members 
Mstep: Class 26 contains 6937 members 
Mstep: Class 27 contains 3452 members 
Mstep: Class 28 contains 69469 members 
Mstep: Class 29 contains 5912 members 
Mstep: Class 30 contains 15655 members 
Mstep: Class 31 contains 3287 members 
Mstep: Class 32 contains 20601 members 
Mstep: Class 33 contains 2732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111983816.000000 Penalty: 116180.585938
Iteration 213Q: 34 clusters Score -1.119838e+08 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75049 members 
Mstep: Class 2 contains 24220 members 
Mstep: Class 3 contains 3385 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 82958 members 
Mstep: Class 6 contains 154108 members 
Mstep: Class 7 contains 8605 members 
Mstep: Class 8 contains 8392 members 
Mstep: Class 9 contains 75605 members 
Mstep: Class 10 contains 65685 members 
Mstep: Class 11 contains 6406 members 
Mstep: Class 12 contains 60468 members 
Mstep: Class 13 contains 5837 members 
Mstep: Class 14 contains 20543 members 
Mstep: Class 15 contains 17037 members 
Mstep: Class 16 contains 14447 members 
Mstep: Class 17 contains 37943 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 5635 members 
Mstep: Class 20 contains 11834 members 
Mstep: Class 21 contains 9911 members 
Mstep: Class 22 contains 9964 members 
Mstep: Class 23 contains 28853 members 
Mstep: Class 24 contains 539277 members 
Mstep: Class 25 contains 61840 members 
Mstep: Class 26 contains 6933 members 
Mstep: Class 27 contains 3452 members 
Mstep: Class 28 contains 69464 members 
Mstep: Class 29 contains 5912 members 
Mstep: Class 30 contains 15655 members 
Mstep: Class 31 contains 3287 members 
Mstep: Class 32 contains 20705 members 
Mstep: Class 33 contains 2732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111983624.000000 Penalty: 116180.585938
Iteration 214Q: 34 clusters Score -1.119836e+08 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75044 members 
Mstep: Class 2 contains 24220 members 
Mstep: Class 3 contains 3387 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 83099 members 
Mstep: Class 6 contains 154108 members 
Mstep: Class 7 contains 8604 members 
Mstep: Class 8 contains 8391 members 
Mstep: Class 9 contains 75604 members 
Mstep: Class 10 contains 65650 members 
Mstep: Class 11 contains 6403 members 
Mstep: Class 12 contains 60470 members 
Mstep: Class 13 contains 5834 members 
Mstep: Class 14 contains 20548 members 
Mstep: Class 15 contains 17036 members 
Mstep: Class 16 contains 14440 members 
Mstep: Class 17 contains 37941 members 
Mstep: Class 18 contains 3371 members 
Mstep: Class 19 contains 5634 members 
Mstep: Class 20 contains 11834 members 
Mstep: Class 21 contains 9911 members 
Mstep: Class 22 contains 9965 members 
Mstep: Class 23 contains 28851 members 
Mstep: Class 24 contains 539126 members 
Mstep: Class 25 contains 61823 members 
Mstep: Class 26 contains 6929 members 
Mstep: Class 27 contains 3452 members 
Mstep: Class 28 contains 69464 members 
Mstep: Class 29 contains 5912 members 
Mstep: Class 30 contains 15655 members 
Mstep: Class 31 contains 3287 members 
Mstep: Class 32 contains 20794 members 
Mstep: Class 33 contains 2732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111983608.000000 Penalty: 116180.585938
Iteration 215Q: 34 clusters Score -1.119836e+08 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75040 members 
Mstep: Class 2 contains 24220 members 
Mstep: Class 3 contains 3388 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 83251 members 
Mstep: Class 6 contains 154109 members 
Mstep: Class 7 contains 8604 members 
Mstep: Class 8 contains 8390 members 
Mstep: Class 9 contains 75609 members 
Mstep: Class 10 contains 65611 members 
Mstep: Class 11 contains 6400 members 
Mstep: Class 12 contains 60472 members 
Mstep: Class 13 contains 5832 members 
Mstep: Class 14 contains 20557 members 
Mstep: Class 15 contains 17036 members 
Mstep: Class 16 contains 14437 members 
Mstep: Class 17 contains 37934 members 
Mstep: Class 18 contains 3368 members 
Mstep: Class 19 contains 5632 members 
Mstep: Class 20 contains 11834 members 
Mstep: Class 21 contains 9912 members 
Mstep: Class 22 contains 9968 members 
Mstep: Class 23 contains 28850 members 
Mstep: Class 24 contains 538968 members 
Mstep: Class 25 contains 61797 members 
Mstep: Class 26 contains 6925 members 
Mstep: Class 27 contains 3452 members 
Mstep: Class 28 contains 69461 members 
Mstep: Class 29 contains 5912 members 
Mstep: Class 30 contains 15659 members 
Mstep: Class 31 contains 3287 members 
Mstep: Class 32 contains 20872 members 
Mstep: Class 33 contains 2732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111983712.000000 Penalty: 116180.585938
Iteration 216Q: 34 clusters Score -1.119837e+08 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75033 members 
Mstep: Class 2 contains 24218 members 
Mstep: Class 3 contains 3389 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 83410 members 
Mstep: Class 6 contains 154110 members 
Mstep: Class 7 contains 8604 members 
Mstep: Class 8 contains 8390 members 
Mstep: Class 9 contains 75610 members 
Mstep: Class 10 contains 65573 members 
Mstep: Class 11 contains 6394 members 
Mstep: Class 12 contains 60472 members 
Mstep: Class 13 contains 5830 members 
Mstep: Class 14 contains 20563 members 
Mstep: Class 15 contains 17030 members 
Mstep: Class 16 contains 14431 members 
Mstep: Class 17 contains 37924 members 
Mstep: Class 18 contains 3367 members 
Mstep: Class 19 contains 5631 members 
Mstep: Class 20 contains 11834 members 
Mstep: Class 21 contains 9912 members 
Mstep: Class 22 contains 9970 members 
Mstep: Class 23 contains 28849 members 
Mstep: Class 24 contains 538812 members 
Mstep: Class 25 contains 61787 members 
Mstep: Class 26 contains 6924 members 
Mstep: Class 27 contains 3453 members 
Mstep: Class 28 contains 69465 members 
Mstep: Class 29 contains 5912 members 
Mstep: Class 30 contains 15663 members 
Mstep: Class 31 contains 3287 members 
Mstep: Class 32 contains 20940 members 
Mstep: Class 33 contains 2732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111983672.000000 Penalty: 116180.585938
Iteration 217Q: 34 clusters Score -1.119837e+08 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75028 members 
Mstep: Class 2 contains 24211 members 
Mstep: Class 3 contains 3389 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 83560 members 
Mstep: Class 6 contains 154109 members 
Mstep: Class 7 contains 8604 members 
Mstep: Class 8 contains 8390 members 
Mstep: Class 9 contains 75611 members 
Mstep: Class 10 contains 65545 members 
Mstep: Class 11 contains 6390 members 
Mstep: Class 12 contains 60475 members 
Mstep: Class 13 contains 5829 members 
Mstep: Class 14 contains 20568 members 
Mstep: Class 15 contains 17027 members 
Mstep: Class 16 contains 14425 members 
Mstep: Class 17 contains 37926 members 
Mstep: Class 18 contains 3363 members 
Mstep: Class 19 contains 5631 members 
Mstep: Class 20 contains 11834 members 
Mstep: Class 21 contains 9911 members 
Mstep: Class 22 contains 9972 members 
Mstep: Class 23 contains 28849 members 
Mstep: Class 24 contains 538690 members 
Mstep: Class 25 contains 61767 members 
Mstep: Class 26 contains 6918 members 
Mstep: Class 27 contains 3453 members 
Mstep: Class 28 contains 69463 members 
Mstep: Class 29 contains 5912 members 
Mstep: Class 30 contains 15667 members 
Mstep: Class 31 contains 3287 members 
Mstep: Class 32 contains 20983 members 
Mstep: Class 33 contains 2732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111983816.000000 Penalty: 116180.585938
Iteration 218Q: 34 clusters Score -1.119838e+08 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75026 members 
Mstep: Class 2 contains 24211 members 
Mstep: Class 3 contains 3389 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 83718 members 
Mstep: Class 6 contains 154110 members 
Mstep: Class 7 contains 8604 members 
Mstep: Class 8 contains 8390 members 
Mstep: Class 9 contains 75613 members 
Mstep: Class 10 contains 65522 members 
Mstep: Class 11 contains 6386 members 
Mstep: Class 12 contains 60475 members 
Mstep: Class 13 contains 5830 members 
Mstep: Class 14 contains 20579 members 
Mstep: Class 15 contains 17028 members 
Mstep: Class 16 contains 14420 members 
Mstep: Class 17 contains 37924 members 
Mstep: Class 18 contains 3358 members 
Mstep: Class 19 contains 5631 members 
Mstep: Class 20 contains 11834 members 
Mstep: Class 21 contains 9911 members 
Mstep: Class 22 contains 9974 members 
Mstep: Class 23 contains 28847 members 
Mstep: Class 24 contains 538538 members 
Mstep: Class 25 contains 61746 members 
Mstep: Class 26 contains 6912 members 
Mstep: Class 27 contains 3453 members 
Mstep: Class 28 contains 69462 members 
Mstep: Class 29 contains 5912 members 
Mstep: Class 30 contains 15674 members 
Mstep: Class 31 contains 3286 members 
Mstep: Class 32 contains 21024 members 
Mstep: Class 33 contains 2732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111983912.000000 Penalty: 116180.585938
Iteration 219Q: 34 clusters Score -1.119839e+08 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75024 members 
Mstep: Class 2 contains 24212 members 
Mstep: Class 3 contains 3389 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 83864 members 
Mstep: Class 6 contains 154109 members 
Mstep: Class 7 contains 8604 members 
Mstep: Class 8 contains 8390 members 
Mstep: Class 9 contains 75618 members 
Mstep: Class 10 contains 65501 members 
Mstep: Class 11 contains 6383 members 
Mstep: Class 12 contains 60480 members 
Mstep: Class 13 contains 5830 members 
Mstep: Class 14 contains 20593 members 
Mstep: Class 15 contains 17026 members 
Mstep: Class 16 contains 14404 members 
Mstep: Class 17 contains 37919 members 
Mstep: Class 18 contains 3353 members 
Mstep: Class 19 contains 5632 members 
Mstep: Class 20 contains 11834 members 
Mstep: Class 21 contains 9907 members 
Mstep: Class 22 contains 9975 members 
Mstep: Class 23 contains 28848 members 
Mstep: Class 24 contains 538409 members 
Mstep: Class 25 contains 61729 members 
Mstep: Class 26 contains 6910 members 
Mstep: Class 27 contains 3453 members 
Mstep: Class 28 contains 69464 members 
Mstep: Class 29 contains 5911 members 
Mstep: Class 30 contains 15676 members 
Mstep: Class 31 contains 3287 members 
Mstep: Class 32 contains 21053 members 
Mstep: Class 33 contains 2732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111983936.000000 Penalty: 116180.585938
Iteration 220F: 34 clusters Score -1.119839e+08 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75025 members 
Mstep: Class 2 contains 24211 members 
Mstep: Class 3 contains 3388 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 84006 members 
Mstep: Class 6 contains 154106 members 
Mstep: Class 7 contains 8604 members 
Mstep: Class 8 contains 8389 members 
Mstep: Class 9 contains 75623 members 
Mstep: Class 10 contains 65463 members 
Mstep: Class 11 contains 6382 members 
Mstep: Class 12 contains 60482 members 
Mstep: Class 13 contains 5829 members 
Mstep: Class 14 contains 20613 members 
Mstep: Class 15 contains 17027 members 
Mstep: Class 16 contains 14388 members 
Mstep: Class 17 contains 37914 members 
Mstep: Class 18 contains 3345 members 
Mstep: Class 19 contains 5632 members 
Mstep: Class 20 contains 11834 members 
Mstep: Class 21 contains 9905 members 
Mstep: Class 22 contains 9976 members 
Mstep: Class 23 contains 28850 members 
Mstep: Class 24 contains 538296 members 
Mstep: Class 25 contains 61712 members 
Mstep: Class 26 contains 6905 members 
Mstep: Class 27 contains 3453 members 
Mstep: Class 28 contains 69466 members 
Mstep: Class 29 contains 5910 members 
Mstep: Class 30 contains 15679 members 
Mstep: Class 31 contains 3287 members 
Mstep: Class 32 contains 21087 members 
Mstep: Class 33 contains 2732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111983920.000000 Penalty: 116180.585938
Iteration 221Q: 34 clusters Score -1.119839e+08 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75022 members 
Mstep: Class 2 contains 24210 members 
Mstep: Class 3 contains 3389 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 84139 members 
Mstep: Class 6 contains 154103 members 
Mstep: Class 7 contains 8604 members 
Mstep: Class 8 contains 8389 members 
Mstep: Class 9 contains 75625 members 
Mstep: Class 10 contains 65425 members 
Mstep: Class 11 contains 6381 members 
Mstep: Class 12 contains 60484 members 
Mstep: Class 13 contains 5829 members 
Mstep: Class 14 contains 20623 members 
Mstep: Class 15 contains 17027 members 
Mstep: Class 16 contains 14379 members 
Mstep: Class 17 contains 37918 members 
Mstep: Class 18 contains 3338 members 
Mstep: Class 19 contains 5632 members 
Mstep: Class 20 contains 11834 members 
Mstep: Class 21 contains 9903 members 
Mstep: Class 22 contains 9976 members 
Mstep: Class 23 contains 28851 members 
Mstep: Class 24 contains 538165 members 
Mstep: Class 25 contains 61698 members 
Mstep: Class 26 contains 6903 members 
Mstep: Class 27 contains 3453 members 
Mstep: Class 28 contains 69471 members 
Mstep: Class 29 contains 5910 members 
Mstep: Class 30 contains 15686 members 
Mstep: Class 31 contains 3287 members 
Mstep: Class 32 contains 21133 members 
Mstep: Class 33 contains 2732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111983904.000000 Penalty: 116180.585938
Iteration 222Q: 34 clusters Score -1.119839e+08 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75017 members 
Mstep: Class 2 contains 24210 members 
Mstep: Class 3 contains 3389 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 84271 members 
Mstep: Class 6 contains 154105 members 
Mstep: Class 7 contains 8604 members 
Mstep: Class 8 contains 8389 members 
Mstep: Class 9 contains 75623 members 
Mstep: Class 10 contains 65393 members 
Mstep: Class 11 contains 6380 members 
Mstep: Class 12 contains 60487 members 
Mstep: Class 13 contains 5829 members 
Mstep: Class 14 contains 20634 members 
Mstep: Class 15 contains 17029 members 
Mstep: Class 16 contains 14372 members 
Mstep: Class 17 contains 37913 members 
Mstep: Class 18 contains 3329 members 
Mstep: Class 19 contains 5632 members 
Mstep: Class 20 contains 11834 members 
Mstep: Class 21 contains 9902 members 
Mstep: Class 22 contains 9976 members 
Mstep: Class 23 contains 28849 members 
Mstep: Class 24 contains 538038 members 
Mstep: Class 25 contains 61692 members 
Mstep: Class 26 contains 6898 members 
Mstep: Class 27 contains 3453 members 
Mstep: Class 28 contains 69471 members 
Mstep: Class 29 contains 5910 members 
Mstep: Class 30 contains 15692 members 
Mstep: Class 31 contains 3287 members 
Mstep: Class 32 contains 21179 members 
Mstep: Class 33 contains 2732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984032.000000 Penalty: 116180.585938
Iteration 223Q: 34 clusters Score -1.11984e+08 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75016 members 
Mstep: Class 2 contains 24209 members 
Mstep: Class 3 contains 3389 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 84403 members 
Mstep: Class 6 contains 154105 members 
Mstep: Class 7 contains 8604 members 
Mstep: Class 8 contains 8389 members 
Mstep: Class 9 contains 75626 members 
Mstep: Class 10 contains 65364 members 
Mstep: Class 11 contains 6380 members 
Mstep: Class 12 contains 60490 members 
Mstep: Class 13 contains 5829 members 
Mstep: Class 14 contains 20636 members 
Mstep: Class 15 contains 17029 members 
Mstep: Class 16 contains 14364 members 
Mstep: Class 17 contains 37909 members 
Mstep: Class 18 contains 3321 members 
Mstep: Class 19 contains 5632 members 
Mstep: Class 20 contains 11834 members 
Mstep: Class 21 contains 9901 members 
Mstep: Class 22 contains 9976 members 
Mstep: Class 23 contains 28843 members 
Mstep: Class 24 contains 537924 members 
Mstep: Class 25 contains 61678 members 
Mstep: Class 26 contains 6898 members 
Mstep: Class 27 contains 3453 members 
Mstep: Class 28 contains 69471 members 
Mstep: Class 29 contains 5910 members 
Mstep: Class 30 contains 15698 members 
Mstep: Class 31 contains 3287 members 
Mstep: Class 32 contains 21219 members 
Mstep: Class 33 contains 2732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984072.000000 Penalty: 116180.585938
Iteration 224Q: 34 clusters Score -1.119841e+08 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75011 members 
Mstep: Class 2 contains 24211 members 
Mstep: Class 3 contains 3389 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 84530 members 
Mstep: Class 6 contains 154101 members 
Mstep: Class 7 contains 8604 members 
Mstep: Class 8 contains 8389 members 
Mstep: Class 9 contains 75623 members 
Mstep: Class 10 contains 65344 members 
Mstep: Class 11 contains 6380 members 
Mstep: Class 12 contains 60491 members 
Mstep: Class 13 contains 5829 members 
Mstep: Class 14 contains 20648 members 
Mstep: Class 15 contains 17029 members 
Mstep: Class 16 contains 14352 members 
Mstep: Class 17 contains 37907 members 
Mstep: Class 18 contains 3308 members 
Mstep: Class 19 contains 5632 members 
Mstep: Class 20 contains 11834 members 
Mstep: Class 21 contains 9904 members 
Mstep: Class 22 contains 9976 members 
Mstep: Class 23 contains 28839 members 
Mstep: Class 24 contains 537801 members 
Mstep: Class 25 contains 61668 members 
Mstep: Class 26 contains 6900 members 
Mstep: Class 27 contains 3452 members 
Mstep: Class 28 contains 69473 members 
Mstep: Class 29 contains 5910 members 
Mstep: Class 30 contains 15707 members 
Mstep: Class 31 contains 3288 members 
Mstep: Class 32 contains 21257 members 
Mstep: Class 33 contains 2732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984072.000000 Penalty: 116180.585938
Iteration 225Q: 34 clusters Score -1.119841e+08 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75007 members 
Mstep: Class 2 contains 24209 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 84667 members 
Mstep: Class 6 contains 154103 members 
Mstep: Class 7 contains 8604 members 
Mstep: Class 8 contains 8389 members 
Mstep: Class 9 contains 75620 members 
Mstep: Class 10 contains 65326 members 
Mstep: Class 11 contains 6380 members 
Mstep: Class 12 contains 60489 members 
Mstep: Class 13 contains 5829 members 
Mstep: Class 14 contains 20659 members 
Mstep: Class 15 contains 17029 members 
Mstep: Class 16 contains 14345 members 
Mstep: Class 17 contains 37898 members 
Mstep: Class 18 contains 3303 members 
Mstep: Class 19 contains 5632 members 
Mstep: Class 20 contains 11834 members 
Mstep: Class 21 contains 9902 members 
Mstep: Class 22 contains 9976 members 
Mstep: Class 23 contains 28837 members 
Mstep: Class 24 contains 537668 members 
Mstep: Class 25 contains 61653 members 
Mstep: Class 26 contains 6897 members 
Mstep: Class 27 contains 3452 members 
Mstep: Class 28 contains 69476 members 
Mstep: Class 29 contains 5910 members 
Mstep: Class 30 contains 15720 members 
Mstep: Class 31 contains 3289 members 
Mstep: Class 32 contains 21294 members 
Mstep: Class 33 contains 2732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984104.000000 Penalty: 116180.585938
Iteration 226Q: 34 clusters Score -1.119841e+08 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75000 members 
Mstep: Class 2 contains 24207 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 84806 members 
Mstep: Class 6 contains 154102 members 
Mstep: Class 7 contains 8604 members 
Mstep: Class 8 contains 8389 members 
Mstep: Class 9 contains 75617 members 
Mstep: Class 10 contains 65304 members 
Mstep: Class 11 contains 6380 members 
Mstep: Class 12 contains 60487 members 
Mstep: Class 13 contains 5830 members 
Mstep: Class 14 contains 20664 members 
Mstep: Class 15 contains 17028 members 
Mstep: Class 16 contains 14344 members 
Mstep: Class 17 contains 37893 members 
Mstep: Class 18 contains 3294 members 
Mstep: Class 19 contains 5633 members 
Mstep: Class 20 contains 11834 members 
Mstep: Class 21 contains 9902 members 
Mstep: Class 22 contains 9976 members 
Mstep: Class 23 contains 28829 members 
Mstep: Class 24 contains 537532 members 
Mstep: Class 25 contains 61645 members 
Mstep: Class 26 contains 6897 members 
Mstep: Class 27 contains 3452 members 
Mstep: Class 28 contains 69483 members 
Mstep: Class 29 contains 5910 members 
Mstep: Class 30 contains 15733 members 
Mstep: Class 31 contains 3289 members 
Mstep: Class 32 contains 21333 members 
Mstep: Class 33 contains 2732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984032.000000 Penalty: 116180.585938
Iteration 227Q: 34 clusters Score -1.11984e+08 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74992 members 
Mstep: Class 2 contains 24206 members 
Mstep: Class 3 contains 3391 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 84951 members 
Mstep: Class 6 contains 154104 members 
Mstep: Class 7 contains 8604 members 
Mstep: Class 8 contains 8389 members 
Mstep: Class 9 contains 75620 members 
Mstep: Class 10 contains 65287 members 
Mstep: Class 11 contains 6380 members 
Mstep: Class 12 contains 60484 members 
Mstep: Class 13 contains 5830 members 
Mstep: Class 14 contains 20674 members 
Mstep: Class 15 contains 17025 members 
Mstep: Class 16 contains 14343 members 
Mstep: Class 17 contains 37893 members 
Mstep: Class 18 contains 3285 members 
Mstep: Class 19 contains 5632 members 
Mstep: Class 20 contains 11834 members 
Mstep: Class 21 contains 9902 members 
Mstep: Class 22 contains 9976 members 
Mstep: Class 23 contains 28819 members 
Mstep: Class 24 contains 537385 members 
Mstep: Class 25 contains 61633 members 
Mstep: Class 26 contains 6897 members 
Mstep: Class 27 contains 3452 members 
Mstep: Class 28 contains 69490 members 
Mstep: Class 29 contains 5910 members 
Mstep: Class 30 contains 15745 members 
Mstep: Class 31 contains 3288 members 
Mstep: Class 32 contains 21366 members 
Mstep: Class 33 contains 2732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984032.000000 Penalty: 116180.585938
Iteration 228Q: 34 clusters Score -1.11984e+08 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74988 members 
Mstep: Class 2 contains 24207 members 
Mstep: Class 3 contains 3389 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 85094 members 
Mstep: Class 6 contains 154101 members 
Mstep: Class 7 contains 8604 members 
Mstep: Class 8 contains 8389 members 
Mstep: Class 9 contains 75622 members 
Mstep: Class 10 contains 65263 members 
Mstep: Class 11 contains 6381 members 
Mstep: Class 12 contains 60489 members 
Mstep: Class 13 contains 5829 members 
Mstep: Class 14 contains 20682 members 
Mstep: Class 15 contains 17022 members 
Mstep: Class 16 contains 14339 members 
Mstep: Class 17 contains 37896 members 
Mstep: Class 18 contains 3278 members 
Mstep: Class 19 contains 5632 members 
Mstep: Class 20 contains 11834 members 
Mstep: Class 21 contains 9904 members 
Mstep: Class 22 contains 9976 members 
Mstep: Class 23 contains 28815 members 
Mstep: Class 24 contains 537225 members 
Mstep: Class 25 contains 61612 members 
Mstep: Class 26 contains 6898 members 
Mstep: Class 27 contains 3452 members 
Mstep: Class 28 contains 69498 members 
Mstep: Class 29 contains 5910 members 
Mstep: Class 30 contains 15770 members 
Mstep: Class 31 contains 3289 members 
Mstep: Class 32 contains 21399 members 
Mstep: Class 33 contains 2732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111983992.000000 Penalty: 116180.585938
Iteration 229Q: 34 clusters Score -1.11984e+08 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74986 members 
Mstep: Class 2 contains 24208 members 
Mstep: Class 3 contains 3388 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 85228 members 
Mstep: Class 6 contains 154096 members 
Mstep: Class 7 contains 8604 members 
Mstep: Class 8 contains 8389 members 
Mstep: Class 9 contains 75621 members 
Mstep: Class 10 contains 65238 members 
Mstep: Class 11 contains 6381 members 
Mstep: Class 12 contains 60495 members 
Mstep: Class 13 contains 5828 members 
Mstep: Class 14 contains 20686 members 
Mstep: Class 15 contains 17023 members 
Mstep: Class 16 contains 14341 members 
Mstep: Class 17 contains 37894 members 
Mstep: Class 18 contains 3276 members 
Mstep: Class 19 contains 5632 members 
Mstep: Class 20 contains 11834 members 
Mstep: Class 21 contains 9903 members 
Mstep: Class 22 contains 9976 members 
Mstep: Class 23 contains 28808 members 
Mstep: Class 24 contains 537075 members 
Mstep: Class 25 contains 61592 members 
Mstep: Class 26 contains 6897 members 
Mstep: Class 27 contains 3452 members 
Mstep: Class 28 contains 69506 members 
Mstep: Class 29 contains 5910 members 
Mstep: Class 30 contains 15791 members 
Mstep: Class 31 contains 3291 members 
Mstep: Class 32 contains 21438 members 
Mstep: Class 33 contains 2732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984080.000000 Penalty: 116180.585938
Iteration 230Q: 34 clusters Score -1.119841e+08 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74980 members 
Mstep: Class 2 contains 24210 members 
Mstep: Class 3 contains 3389 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 85363 members 
Mstep: Class 6 contains 154097 members 
Mstep: Class 7 contains 8602 members 
Mstep: Class 8 contains 8389 members 
Mstep: Class 9 contains 75618 members 
Mstep: Class 10 contains 65224 members 
Mstep: Class 11 contains 6381 members 
Mstep: Class 12 contains 60500 members 
Mstep: Class 13 contains 5827 members 
Mstep: Class 14 contains 20697 members 
Mstep: Class 15 contains 17023 members 
Mstep: Class 16 contains 14341 members 
Mstep: Class 17 contains 37894 members 
Mstep: Class 18 contains 3272 members 
Mstep: Class 19 contains 5633 members 
Mstep: Class 20 contains 11834 members 
Mstep: Class 21 contains 9898 members 
Mstep: Class 22 contains 9975 members 
Mstep: Class 23 contains 28800 members 
Mstep: Class 24 contains 536924 members 
Mstep: Class 25 contains 61578 members 
Mstep: Class 26 contains 6895 members 
Mstep: Class 27 contains 3452 members 
Mstep: Class 28 contains 69514 members 
Mstep: Class 29 contains 5910 members 
Mstep: Class 30 contains 15804 members 
Mstep: Class 31 contains 3294 members 
Mstep: Class 32 contains 21469 members 
Mstep: Class 33 contains 2732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111983960.000000 Penalty: 116180.585938
Iteration 231Q: 34 clusters Score -1.11984e+08 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74979 members 
Mstep: Class 2 contains 24212 members 
Mstep: Class 3 contains 3389 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 85473 members 
Mstep: Class 6 contains 154093 members 
Mstep: Class 7 contains 8601 members 
Mstep: Class 8 contains 8389 members 
Mstep: Class 9 contains 75619 members 
Mstep: Class 10 contains 65205 members 
Mstep: Class 11 contains 6381 members 
Mstep: Class 12 contains 60511 members 
Mstep: Class 13 contains 5826 members 
Mstep: Class 14 contains 20707 members 
Mstep: Class 15 contains 17024 members 
Mstep: Class 16 contains 14334 members 
Mstep: Class 17 contains 37899 members 
Mstep: Class 18 contains 3268 members 
Mstep: Class 19 contains 5635 members 
Mstep: Class 20 contains 11834 members 
Mstep: Class 21 contains 9894 members 
Mstep: Class 22 contains 9975 members 
Mstep: Class 23 contains 28788 members 
Mstep: Class 24 contains 536794 members 
Mstep: Class 25 contains 61563 members 
Mstep: Class 26 contains 6894 members 
Mstep: Class 27 contains 3452 members 
Mstep: Class 28 contains 69520 members 
Mstep: Class 29 contains 5910 members 
Mstep: Class 30 contains 15822 members 
Mstep: Class 31 contains 3295 members 
Mstep: Class 32 contains 21501 members 
Mstep: Class 33 contains 2732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984016.000000 Penalty: 116180.585938
Iteration 232Q: 34 clusters Score -1.11984e+08 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74976 members 
Mstep: Class 2 contains 24212 members 
Mstep: Class 3 contains 3387 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 85579 members 
Mstep: Class 6 contains 154091 members 
Mstep: Class 7 contains 8601 members 
Mstep: Class 8 contains 8389 members 
Mstep: Class 9 contains 75625 members 
Mstep: Class 10 contains 65195 members 
Mstep: Class 11 contains 6381 members 
Mstep: Class 12 contains 60512 members 
Mstep: Class 13 contains 5826 members 
Mstep: Class 14 contains 20716 members 
Mstep: Class 15 contains 17024 members 
Mstep: Class 16 contains 14327 members 
Mstep: Class 17 contains 37902 members 
Mstep: Class 18 contains 3265 members 
Mstep: Class 19 contains 5635 members 
Mstep: Class 20 contains 11834 members 
Mstep: Class 21 contains 9889 members 
Mstep: Class 22 contains 9976 members 
Mstep: Class 23 contains 28786 members 
Mstep: Class 24 contains 536664 members 
Mstep: Class 25 contains 61550 members 
Mstep: Class 26 contains 6894 members 
Mstep: Class 27 contains 3455 members 
Mstep: Class 28 contains 69521 members 
Mstep: Class 29 contains 5910 members 
Mstep: Class 30 contains 15844 members 
Mstep: Class 31 contains 3295 members 
Mstep: Class 32 contains 21526 members 
Mstep: Class 33 contains 2732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984128.000000 Penalty: 116180.585938
Iteration 233Q: 34 clusters Score -1.119841e+08 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74976 members 
Mstep: Class 2 contains 24212 members 
Mstep: Class 3 contains 3383 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 85708 members 
Mstep: Class 6 contains 154089 members 
Mstep: Class 7 contains 8601 members 
Mstep: Class 8 contains 8389 members 
Mstep: Class 9 contains 75624 members 
Mstep: Class 10 contains 65167 members 
Mstep: Class 11 contains 6381 members 
Mstep: Class 12 contains 60508 members 
Mstep: Class 13 contains 5826 members 
Mstep: Class 14 contains 20737 members 
Mstep: Class 15 contains 17024 members 
Mstep: Class 16 contains 14314 members 
Mstep: Class 17 contains 37904 members 
Mstep: Class 18 contains 3264 members 
Mstep: Class 19 contains 5635 members 
Mstep: Class 20 contains 11834 members 
Mstep: Class 21 contains 9887 members 
Mstep: Class 22 contains 9975 members 
Mstep: Class 23 contains 28784 members 
Mstep: Class 24 contains 536540 members 
Mstep: Class 25 contains 61534 members 
Mstep: Class 26 contains 6893 members 
Mstep: Class 27 contains 3457 members 
Mstep: Class 28 contains 69527 members 
Mstep: Class 29 contains 5910 members 
Mstep: Class 30 contains 15857 members 
Mstep: Class 31 contains 3298 members 
Mstep: Class 32 contains 21549 members 
Mstep: Class 33 contains 2732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984064.000000 Penalty: 116180.585938
Iteration 234Q: 34 clusters Score -1.119841e+08 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74976 members 
Mstep: Class 2 contains 24212 members 
Mstep: Class 3 contains 3381 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 85831 members 
Mstep: Class 6 contains 154088 members 
Mstep: Class 7 contains 8599 members 
Mstep: Class 8 contains 8388 members 
Mstep: Class 9 contains 75626 members 
Mstep: Class 10 contains 65138 members 
Mstep: Class 11 contains 6381 members 
Mstep: Class 12 contains 60506 members 
Mstep: Class 13 contains 5825 members 
Mstep: Class 14 contains 20751 members 
Mstep: Class 15 contains 17022 members 
Mstep: Class 16 contains 14303 members 
Mstep: Class 17 contains 37900 members 
Mstep: Class 18 contains 3263 members 
Mstep: Class 19 contains 5634 members 
Mstep: Class 20 contains 11834 members 
Mstep: Class 21 contains 9885 members 
Mstep: Class 22 contains 9976 members 
Mstep: Class 23 contains 28780 members 
Mstep: Class 24 contains 536436 members 
Mstep: Class 25 contains 61517 members 
Mstep: Class 26 contains 6894 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69535 members 
Mstep: Class 29 contains 5909 members 
Mstep: Class 30 contains 15865 members 
Mstep: Class 31 contains 3302 members 
Mstep: Class 32 contains 21571 members 
Mstep: Class 33 contains 2732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984152.000000 Penalty: 116180.585938
Iteration 235Q: 34 clusters Score -1.119842e+08 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74972 members 
Mstep: Class 2 contains 24213 members 
Mstep: Class 3 contains 3379 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 85946 members 
Mstep: Class 6 contains 154089 members 
Mstep: Class 7 contains 8599 members 
Mstep: Class 8 contains 8388 members 
Mstep: Class 9 contains 75631 members 
Mstep: Class 10 contains 65117 members 
Mstep: Class 11 contains 6380 members 
Mstep: Class 12 contains 60494 members 
Mstep: Class 13 contains 5827 members 
Mstep: Class 14 contains 20769 members 
Mstep: Class 15 contains 17021 members 
Mstep: Class 16 contains 14304 members 
Mstep: Class 17 contains 37891 members 
Mstep: Class 18 contains 3258 members 
Mstep: Class 19 contains 5634 members 
Mstep: Class 20 contains 11834 members 
Mstep: Class 21 contains 9881 members 
Mstep: Class 22 contains 9977 members 
Mstep: Class 23 contains 28776 members 
Mstep: Class 24 contains 536323 members 
Mstep: Class 25 contains 61504 members 
Mstep: Class 26 contains 6893 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69540 members 
Mstep: Class 29 contains 5909 members 
Mstep: Class 30 contains 15878 members 
Mstep: Class 31 contains 3304 members 
Mstep: Class 32 contains 21597 members 
Mstep: Class 33 contains 2732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984104.000000 Penalty: 116180.585938
Iteration 236Q: 34 clusters Score -1.119841e+08 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74971 members 
Mstep: Class 2 contains 24212 members 
Mstep: Class 3 contains 3378 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 86041 members 
Mstep: Class 6 contains 154089 members 
Mstep: Class 7 contains 8598 members 
Mstep: Class 8 contains 8388 members 
Mstep: Class 9 contains 75630 members 
Mstep: Class 10 contains 65094 members 
Mstep: Class 11 contains 6380 members 
Mstep: Class 12 contains 60494 members 
Mstep: Class 13 contains 5827 members 
Mstep: Class 14 contains 20783 members 
Mstep: Class 15 contains 17022 members 
Mstep: Class 16 contains 14292 members 
Mstep: Class 17 contains 37890 members 
Mstep: Class 18 contains 3255 members 
Mstep: Class 19 contains 5634 members 
Mstep: Class 20 contains 11834 members 
Mstep: Class 21 contains 9875 members 
Mstep: Class 22 contains 9980 members 
Mstep: Class 23 contains 28776 members 
Mstep: Class 24 contains 536233 members 
Mstep: Class 25 contains 61486 members 
Mstep: Class 26 contains 6889 members 
Mstep: Class 27 contains 3458 members 
Mstep: Class 28 contains 69541 members 
Mstep: Class 29 contains 5908 members 
Mstep: Class 30 contains 15892 members 
Mstep: Class 31 contains 3307 members 
Mstep: Class 32 contains 21630 members 
Mstep: Class 33 contains 2732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984072.000000 Penalty: 116180.585938
Iteration 237Q: 34 clusters Score -1.119841e+08 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74970 members 
Mstep: Class 2 contains 24211 members 
Mstep: Class 3 contains 3376 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 86144 members 
Mstep: Class 6 contains 154086 members 
Mstep: Class 7 contains 8598 members 
Mstep: Class 8 contains 8387 members 
Mstep: Class 9 contains 75636 members 
Mstep: Class 10 contains 65062 members 
Mstep: Class 11 contains 6380 members 
Mstep: Class 12 contains 60491 members 
Mstep: Class 13 contains 5827 members 
Mstep: Class 14 contains 20801 members 
Mstep: Class 15 contains 17023 members 
Mstep: Class 16 contains 14283 members 
Mstep: Class 17 contains 37887 members 
Mstep: Class 18 contains 3252 members 
Mstep: Class 19 contains 5634 members 
Mstep: Class 20 contains 11834 members 
Mstep: Class 21 contains 9877 members 
Mstep: Class 22 contains 9981 members 
Mstep: Class 23 contains 28776 members 
Mstep: Class 24 contains 536114 members 
Mstep: Class 25 contains 61467 members 
Mstep: Class 26 contains 6889 members 
Mstep: Class 27 contains 3458 members 
Mstep: Class 28 contains 69548 members 
Mstep: Class 29 contains 5908 members 
Mstep: Class 30 contains 15908 members 
Mstep: Class 31 contains 3308 members 
Mstep: Class 32 contains 21671 members 
Mstep: Class 33 contains 2732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984040.000000 Penalty: 116180.585938
Iteration 238Q: 34 clusters Score -1.11984e+08 nChanged 313
Entering ConstructFrom: 
Score: -111984040.000000 Penalty: 116180.585938
Entering ConstructFrom: 
Trying to split cluster 1 (74967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74967 members 
Entering Unmasked Estep 
Score: -6047425.500000 Penalty: 2783.751221
	Iteration 0F: 2 clusters Score -6047426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37242 members 
Mstep: Class 2 contains 37725 members 
Entering Unmasked Estep 
Score: -5997255.000000 Penalty: 5567.502441
	Iteration 0F: 3 clusters Score -5997255 nChanged 35201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35121 members 
Mstep: Class 2 contains 39846 members 
Entering Unmasked Estep 
Score: -6017517.500000 Penalty: 5567.502441
	Iteration 1F: 3 clusters Score -6017518 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33339 members 
Mstep: Class 2 contains 41628 members 
Entering Unmasked Estep 
Score: -6019032.500000 Penalty: 5567.502441
	Iteration 2Q: 3 clusters Score -6019032 nChanged 4348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30551 members 
Mstep: Class 2 contains 44416 members 
Entering Unmasked Estep 
Score: -6021331.500000 Penalty: 5567.502441
	Iteration 3F: 3 clusters Score -6021332 nChanged 5352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26541 members 
Mstep: Class 2 contains 48426 members 
Entering Unmasked Estep 
Score: -6024896.000000 Penalty: 5567.502441
	Iteration 4F: 3 clusters Score -6024896 nChanged 6158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21527 members 
Mstep: Class 2 contains 53440 members 
Entering Unmasked Estep 
Score: -6029723.500000 Penalty: 5567.502441
	Iteration 5F: 3 clusters Score -6029724 nChanged 6029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 58639 members 
Entering Unmasked Estep 
Score: -6034703.000000 Penalty: 5567.502441
	Iteration 6F: 3 clusters Score -6034703 nChanged 4971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 63088 members 
Entering Unmasked Estep 
Score: -6038727.500000 Penalty: 5567.502441
	Iteration 7F: 3 clusters Score -6038728 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 66298 members 
Entering Unmasked Estep 
Score: -6041306.500000 Penalty: 5567.502441
	Iteration 8Q: 3 clusters Score -6041306 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 68615 members 
Entering Unmasked Estep 
Score: -6042970.500000 Penalty: 5567.502441
	Iteration 9Q: 3 clusters Score -6042970 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 70330 members 
Entering Unmasked Estep 
Score: -6044122.000000 Penalty: 5567.502441
	Iteration 10Q: 3 clusters Score -6044122 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 71483 members 
Entering Unmasked Estep 
Score: -6044812.000000 Penalty: 5567.502441
	Iteration 11Q: 3 clusters Score -6044812 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 72199 members 
Entering Unmasked Estep 
Score: -6045169.500000 Penalty: 5567.502441
	Iteration 12Q: 3 clusters Score -6045170 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 72632 members 
Entering Unmasked Estep 
Score: -6045375.500000 Penalty: 5567.502441
	Iteration 13Q: 3 clusters Score -6045376 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 72904 members 
Entering Unmasked Estep 
Score: -6045476.500000 Penalty: 5567.502441
	Iteration 14Q: 3 clusters Score -6045476 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 73091 members 
Entering Unmasked Estep 
Score: -6045561.000000 Penalty: 5567.502441
	Iteration 15Q: 3 clusters Score -6045561 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 73199 members 
Entering Unmasked Estep 
Score: -6045621.000000 Penalty: 5567.502441
	Iteration 16Q: 3 clusters Score -6045621 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 73271 members 
Entering Unmasked Estep 
Score: -6045647.500000 Penalty: 5567.502441
	Iteration 17Q: 3 clusters Score -6045648 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 73339 members 
Entering Unmasked Estep 
Score: -6045650.500000 Penalty: 5567.502441
	Iteration 18Q: 3 clusters Score -6045650 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 73366 members 
Entering Unmasked Estep 
Score: -6045656.000000 Penalty: 5567.502441
	Iteration 19Q: 3 clusters Score -6045656 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 73395 members 
Entering Unmasked Estep 
Score: -6045674.500000 Penalty: 5567.502441
	Iteration 20F: 3 clusters Score -6045674 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 73421 members 
Entering Unmasked Estep 
Score: -6045684.000000 Penalty: 5567.502441
	Iteration 21Q: 3 clusters Score -6045684 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 73449 members 
Entering Unmasked Estep 
Score: -6045697.000000 Penalty: 5567.502441
	Iteration 22Q: 3 clusters Score -6045697 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 73474 members 
Entering Unmasked Estep 
Score: -6045707.500000 Penalty: 5567.502441
	Iteration 23Q: 3 clusters Score -6045708 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 73490 members 
Entering Unmasked Estep 
Score: -6045715.000000 Penalty: 5567.502441
	Iteration 24Q: 3 clusters Score -6045715 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 73506 members 
Entering Unmasked Estep 
Score: -6045711.000000 Penalty: 5567.502441
	Iteration 25Q: 3 clusters Score -6045711 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 73514 members 
Entering Unmasked Estep 
Score: -6045716.500000 Penalty: 5567.502441
	Iteration 26Q: 3 clusters Score -6045716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 73520 members 
Entering Unmasked Estep 
Score: -6045721.500000 Penalty: 5567.502441
	Iteration 27Q: 3 clusters Score -6045722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 73526 members 
Entering Unmasked Estep 
Score: -6045727.000000 Penalty: 5567.502441
	Iteration 28Q: 3 clusters Score -6045727 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 73531 members 
Entering Unmasked Estep 
Score: -6045723.000000 Penalty: 5567.502441
	Iteration 29Q: 3 clusters Score -6045723 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 73535 members 
Entering Unmasked Estep 
Score: -6045727.000000 Penalty: 5567.502441
	Iteration 30Q: 3 clusters Score -6045727 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 73542 members 
Entering Unmasked Estep 
Score: -6045727.500000 Penalty: 5567.502441
	Iteration 31Q: 3 clusters Score -6045728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 73547 members 
Entering Unmasked Estep 
Score: -6045739.500000 Penalty: 5567.502441
	Iteration 32Q: 3 clusters Score -6045740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 73553 members 
Entering Unmasked Estep 
Score: -6045745.500000 Penalty: 5567.502441
	Iteration 33Q: 3 clusters Score -6045746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 73553 members 
Entering Unmasked Estep 
Score: -6045747.000000 Penalty: 5567.502441
	Iteration 34Q: 3 clusters Score -6045747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 73552 members 
Entering Unmasked Estep 
Score: -6045745.500000 Penalty: 5567.502441
	Iteration 35Q: 3 clusters Score -6045746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 73555 members 
Entering Unmasked Estep 
Score: -6045747.000000 Penalty: 5567.502441
	Iteration 36Q: 3 clusters Score -6045747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 73556 members 
Entering Unmasked Estep 
Score: -6045739.000000 Penalty: 5567.502441
	Iteration 37Q: 3 clusters Score -6045739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 73557 members 
Entering Unmasked Estep 
Score: -6045745.500000 Penalty: 5567.502441
	Iteration 38Q: 3 clusters Score -6045746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 73556 members 
Entering Unmasked Estep 
Score: -6045743.000000 Penalty: 5567.502441
	Iteration 39Q: 3 clusters Score -6045743 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 73556 members 
Entering Unmasked Estep 
Score: -6045743.000000 Penalty: 5567.502441
	Iteration 40F: 3 clusters Score -6045743 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (24210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24210 members 
Entering Unmasked Estep 
Score: -1906965.750000 Penalty: 2503.441162
	Iteration 0F: 2 clusters Score -1906966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -1890053.000000 Penalty: 5006.882324
	Iteration 0F: 3 clusters Score -1890053 nChanged 10853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -1895823.000000 Penalty: 5006.882324
	Iteration 1F: 3 clusters Score -1895823 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -1896380.625000 Penalty: 5006.882324
	Iteration 2F: 3 clusters Score -1896381 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -1896956.375000 Penalty: 5006.882324
	Iteration 3F: 3 clusters Score -1896956 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -1897630.125000 Penalty: 5006.882324
	Iteration 4F: 3 clusters Score -1897630 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -1898429.625000 Penalty: 5006.882324
	Iteration 5F: 3 clusters Score -1898430 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -1899283.250000 Penalty: 5006.882324
	Iteration 6F: 3 clusters Score -1899283 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -1900090.250000 Penalty: 5006.882324
	Iteration 7F: 3 clusters Score -1900090 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15452 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -1900908.750000 Penalty: 5006.882324
	Iteration 8F: 3 clusters Score -1900909 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16163 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1901623.000000 Penalty: 5006.882324
	Iteration 9Q: 3 clusters Score -1901623 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16831 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1902244.125000 Penalty: 5006.882324
	Iteration 10Q: 3 clusters Score -1902244 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17434 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1902807.250000 Penalty: 5006.882324
	Iteration 11Q: 3 clusters Score -1902807 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17941 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1903291.625000 Penalty: 5006.882324
	Iteration 12Q: 3 clusters Score -1903292 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18359 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1903646.000000 Penalty: 5006.882324
	Iteration 13Q: 3 clusters Score -1903646 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18693 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1903853.375000 Penalty: 5006.882324
	Iteration 14Q: 3 clusters Score -1903853 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18976 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1904012.375000 Penalty: 5006.882324
	Iteration 15Q: 3 clusters Score -1904012 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19247 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1904129.750000 Penalty: 5006.882324
	Iteration 16Q: 3 clusters Score -1904130 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19508 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1904235.500000 Penalty: 5006.882324
	Iteration 17Q: 3 clusters Score -1904236 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19723 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1904330.250000 Penalty: 5006.882324
	Iteration 18Q: 3 clusters Score -1904330 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19937 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1904415.250000 Penalty: 5006.882324
	Iteration 19Q: 3 clusters Score -1904415 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20154 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1904490.875000 Penalty: 5006.882324
	Iteration 20F: 3 clusters Score -1904491 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20345 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1904546.750000 Penalty: 5006.882324
	Iteration 21Q: 3 clusters Score -1904547 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20523 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1904594.125000 Penalty: 5006.882324
	Iteration 22Q: 3 clusters Score -1904594 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20668 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1904635.125000 Penalty: 5006.882324
	Iteration 23Q: 3 clusters Score -1904635 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20811 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1904681.000000 Penalty: 5006.882324
	Iteration 24Q: 3 clusters Score -1904681 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20952 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1904714.000000 Penalty: 5006.882324
	Iteration 25Q: 3 clusters Score -1904714 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21076 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1904747.500000 Penalty: 5006.882324
	Iteration 26Q: 3 clusters Score -1904748 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21180 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1904775.125000 Penalty: 5006.882324
	Iteration 27Q: 3 clusters Score -1904775 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21273 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1904804.125000 Penalty: 5006.882324
	Iteration 28Q: 3 clusters Score -1904804 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21362 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -1904825.250000 Penalty: 5006.882324
	Iteration 29Q: 3 clusters Score -1904825 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21449 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -1904837.250000 Penalty: 5006.882324
	Iteration 30Q: 3 clusters Score -1904837 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21521 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1904859.250000 Penalty: 5006.882324
	Iteration 31Q: 3 clusters Score -1904859 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21597 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1904880.375000 Penalty: 5006.882324
	Iteration 32Q: 3 clusters Score -1904880 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21657 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1904892.000000 Penalty: 5006.882324
	Iteration 33Q: 3 clusters Score -1904892 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21703 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1904898.000000 Penalty: 5006.882324
	Iteration 34Q: 3 clusters Score -1904898 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21754 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1904908.375000 Penalty: 5006.882324
	Iteration 35Q: 3 clusters Score -1904908 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21814 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1904929.000000 Penalty: 5006.882324
	Iteration 36Q: 3 clusters Score -1904929 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21863 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1904946.750000 Penalty: 5006.882324
	Iteration 37Q: 3 clusters Score -1904947 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21907 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1904958.750000 Penalty: 5006.882324
	Iteration 38Q: 3 clusters Score -1904959 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21951 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1904969.000000 Penalty: 5006.882324
	Iteration 39Q: 3 clusters Score -1904969 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21991 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1904978.625000 Penalty: 5006.882324
	Iteration 40F: 3 clusters Score -1904979 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22022 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1904985.125000 Penalty: 5006.882324
	Iteration 41Q: 3 clusters Score -1904985 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22047 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1904988.125000 Penalty: 5006.882324
	Iteration 42Q: 3 clusters Score -1904988 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22080 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -1904993.500000 Penalty: 5006.882324
	Iteration 43Q: 3 clusters Score -1904994 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22115 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1905004.750000 Penalty: 5006.882324
	Iteration 44Q: 3 clusters Score -1905005 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22146 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1905008.375000 Penalty: 5006.882324
	Iteration 45Q: 3 clusters Score -1905008 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22169 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1905018.125000 Penalty: 5006.882324
	Iteration 46Q: 3 clusters Score -1905018 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22193 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1905019.875000 Penalty: 5006.882324
	Iteration 47Q: 3 clusters Score -1905020 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22220 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1905024.125000 Penalty: 5006.882324
	Iteration 48Q: 3 clusters Score -1905024 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22244 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1905034.000000 Penalty: 5006.882324
	Iteration 49Q: 3 clusters Score -1905034 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22275 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1905043.875000 Penalty: 5006.882324
	Iteration 50Q: 3 clusters Score -1905044 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22302 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1905053.250000 Penalty: 5006.882324
	Iteration 51Q: 3 clusters Score -1905053 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22336 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1905070.875000 Penalty: 5006.882324
	Iteration 52Q: 3 clusters Score -1905071 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22386 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1905091.000000 Penalty: 5006.882324
	Iteration 53Q: 3 clusters Score -1905091 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22425 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1905108.125000 Penalty: 5006.882324
	Iteration 54Q: 3 clusters Score -1905108 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22461 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1905114.375000 Penalty: 5006.882324
	Iteration 55Q: 3 clusters Score -1905114 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22490 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1905120.625000 Penalty: 5006.882324
	Iteration 56Q: 3 clusters Score -1905121 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22511 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1905125.125000 Penalty: 5006.882324
	Iteration 57Q: 3 clusters Score -1905125 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22531 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1905130.375000 Penalty: 5006.882324
	Iteration 58Q: 3 clusters Score -1905130 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22550 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1905128.875000 Penalty: 5006.882324
	Iteration 59Q: 3 clusters Score -1905129 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22572 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1905137.000000 Penalty: 5006.882324
	Iteration 60F: 3 clusters Score -1905137 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22594 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1905146.000000 Penalty: 5006.882324
	Iteration 61Q: 3 clusters Score -1905146 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22612 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1905150.750000 Penalty: 5006.882324
	Iteration 62Q: 3 clusters Score -1905151 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22625 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1905151.500000 Penalty: 5006.882324
	Iteration 63Q: 3 clusters Score -1905152 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22638 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1905159.750000 Penalty: 5006.882324
	Iteration 64Q: 3 clusters Score -1905160 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22649 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1905158.875000 Penalty: 5006.882324
	Iteration 65Q: 3 clusters Score -1905159 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22659 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1905165.750000 Penalty: 5006.882324
	Iteration 66Q: 3 clusters Score -1905166 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22676 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1905171.000000 Penalty: 5006.882324
	Iteration 67Q: 3 clusters Score -1905171 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22688 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1905175.875000 Penalty: 5006.882324
	Iteration 68Q: 3 clusters Score -1905176 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22708 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1905183.500000 Penalty: 5006.882324
	Iteration 69Q: 3 clusters Score -1905184 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22730 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1905195.250000 Penalty: 5006.882324
	Iteration 70Q: 3 clusters Score -1905195 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22754 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1905197.750000 Penalty: 5006.882324
	Iteration 71Q: 3 clusters Score -1905198 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22768 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1905205.500000 Penalty: 5006.882324
	Iteration 72Q: 3 clusters Score -1905206 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22784 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1905212.750000 Penalty: 5006.882324
	Iteration 73Q: 3 clusters Score -1905213 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22803 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1905214.625000 Penalty: 5006.882324
	Iteration 74Q: 3 clusters Score -1905215 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22817 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1905215.875000 Penalty: 5006.882324
	Iteration 75Q: 3 clusters Score -1905216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22822 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1905215.125000 Penalty: 5006.882324
	Iteration 76Q: 3 clusters Score -1905215 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22829 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1905220.375000 Penalty: 5006.882324
	Iteration 77Q: 3 clusters Score -1905220 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22837 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1905221.375000 Penalty: 5006.882324
	Iteration 78Q: 3 clusters Score -1905221 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22845 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1905221.750000 Penalty: 5006.882324
	Iteration 79Q: 3 clusters Score -1905222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22849 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1905223.500000 Penalty: 5006.882324
	Iteration 80F: 3 clusters Score -1905224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22852 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1905225.500000 Penalty: 5006.882324
	Iteration 81Q: 3 clusters Score -1905226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22854 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1905224.125000 Penalty: 5006.882324
	Iteration 82Q: 3 clusters Score -1905224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22855 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1905224.750000 Penalty: 5006.882324
	Iteration 83Q: 3 clusters Score -1905225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22856 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1905225.375000 Penalty: 5006.882324
	Iteration 84Q: 3 clusters Score -1905225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22857 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1905226.250000 Penalty: 5006.882324
	Iteration 85Q: 3 clusters Score -1905226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22858 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1905226.250000 Penalty: 5006.882324
	Iteration 86Q: 3 clusters Score -1905226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22858 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1905226.250000 Penalty: 5006.882324
	Iteration 87F: 3 clusters Score -1905226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -219152.046875 Penalty: 2014.936401
	Iteration 0F: 2 clusters Score -219152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -215720.296875 Penalty: 4029.872803
	Iteration 0F: 3 clusters Score -215720.3 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -216792.343750 Penalty: 4029.872803
	Iteration 1F: 3 clusters Score -216792.3 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -217157.390625 Penalty: 4029.872803
	Iteration 2F: 3 clusters Score -217157.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -217486.031250 Penalty: 4029.872803
	Iteration 3F: 3 clusters Score -217486 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -217750.062500 Penalty: 4029.872803
	Iteration 4F: 3 clusters Score -217750.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -217942.828125 Penalty: 4029.872803
	Iteration 5F: 3 clusters Score -217942.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -218074.718750 Penalty: 4029.872803
	Iteration 6Q: 3 clusters Score -218074.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -218199.609375 Penalty: 4029.872803
	Iteration 7Q: 3 clusters Score -218199.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -218322.875000 Penalty: 4029.872803
	Iteration 8Q: 3 clusters Score -218322.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -218388.218750 Penalty: 4029.872803
	Iteration 9Q: 3 clusters Score -218388.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -218424.718750 Penalty: 4029.872803
	Iteration 10Q: 3 clusters Score -218424.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -218456.859375 Penalty: 4029.872803
	Iteration 11Q: 3 clusters Score -218456.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -218474.781250 Penalty: 4029.872803
	Iteration 12Q: 3 clusters Score -218474.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -218486.046875 Penalty: 4029.872803
	Iteration 13Q: 3 clusters Score -218486 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -218495.093750 Penalty: 4029.872803
	Iteration 14Q: 3 clusters Score -218495.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -218502.343750 Penalty: 4029.872803
	Iteration 15Q: 3 clusters Score -218502.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -218507.203125 Penalty: 4029.872803
	Iteration 16Q: 3 clusters Score -218507.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -218511.453125 Penalty: 4029.872803
	Iteration 17Q: 3 clusters Score -218511.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -218513.328125 Penalty: 4029.872803
	Iteration 18Q: 3 clusters Score -218513.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -218514.578125 Penalty: 4029.872803
	Iteration 19Q: 3 clusters Score -218514.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -218516.328125 Penalty: 4029.872803
	Iteration 20F: 3 clusters Score -218516.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -218516.781250 Penalty: 4029.872803
	Iteration 21Q: 3 clusters Score -218516.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -218516.781250 Penalty: 4029.872803
	Iteration 22F: 3 clusters Score -218516.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Entering Unmasked Estep 
Score: -274494.906250 Penalty: 2028.163330
	Iteration 0F: 2 clusters Score -274494.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -270891.468750 Penalty: 4056.326660
	Iteration 0F: 3 clusters Score -270891.5 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -271602.000000 Penalty: 4056.326660
	Iteration 1F: 3 clusters Score -271602 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -271776.437500 Penalty: 4056.326660
	Iteration 2F: 3 clusters Score -271776.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -271906.968750 Penalty: 4056.326660
	Iteration 3F: 3 clusters Score -271907 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -272021.843750 Penalty: 4056.326660
	Iteration 4Q: 3 clusters Score -272021.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -272124.968750 Penalty: 4056.326660
	Iteration 5Q: 3 clusters Score -272125 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -272232.000000 Penalty: 4056.326660
	Iteration 6Q: 3 clusters Score -272232 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -272357.125000 Penalty: 4056.326660
	Iteration 7Q: 3 clusters Score -272357.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -272478.812500 Penalty: 4056.326660
	Iteration 8Q: 3 clusters Score -272478.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -272612.156250 Penalty: 4056.326660
	Iteration 9Q: 3 clusters Score -272612.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -272772.312500 Penalty: 4056.326660
	Iteration 10Q: 3 clusters Score -272772.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -272887.687500 Penalty: 4056.326660
	Iteration 11Q: 3 clusters Score -272887.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -272971.531250 Penalty: 4056.326660
	Iteration 12Q: 3 clusters Score -272971.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -273036.562500 Penalty: 4056.326660
	Iteration 13Q: 3 clusters Score -273036.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -273077.625000 Penalty: 4056.326660
	Iteration 14Q: 3 clusters Score -273077.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -273103.718750 Penalty: 4056.326660
	Iteration 15Q: 3 clusters Score -273103.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -273124.437500 Penalty: 4056.326660
	Iteration 16Q: 3 clusters Score -273124.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -273132.343750 Penalty: 4056.326660
	Iteration 17Q: 3 clusters Score -273132.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -273138.406250 Penalty: 4056.326660
	Iteration 18Q: 3 clusters Score -273138.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -273144.843750 Penalty: 4056.326660
	Iteration 19Q: 3 clusters Score -273144.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -273151.343750 Penalty: 4056.326660
	Iteration 20F: 3 clusters Score -273151.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -273156.906250 Penalty: 4056.326660
	Iteration 21Q: 3 clusters Score -273156.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -273162.875000 Penalty: 4056.326660
	Iteration 22Q: 3 clusters Score -273162.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -273166.593750 Penalty: 4056.326660
	Iteration 23Q: 3 clusters Score -273166.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -273167.343750 Penalty: 4056.326660
	Iteration 24Q: 3 clusters Score -273167.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -273167.781250 Penalty: 4056.326660
	Iteration 25Q: 3 clusters Score -273167.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -273168.375000 Penalty: 4056.326660
	Iteration 26Q: 3 clusters Score -273168.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -273170.406250 Penalty: 4056.326660
	Iteration 27Q: 3 clusters Score -273170.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -273170.687500 Penalty: 4056.326660
	Iteration 28Q: 3 clusters Score -273170.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -273172.281250 Penalty: 4056.326660
	Iteration 29Q: 3 clusters Score -273172.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -273172.875000 Penalty: 4056.326660
	Iteration 30Q: 3 clusters Score -273172.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -273172.875000 Penalty: 4056.326660
	Iteration 31F: 3 clusters Score -273172.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (86242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86242 members 
Entering Unmasked Estep 
Score: -6935288.000000 Penalty: 2818.498535
	Iteration 0F: 2 clusters Score -6935288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42946 members 
Mstep: Class 2 contains 43296 members 
Entering Unmasked Estep 
Score: -6877641.500000 Penalty: 5636.997070
	Iteration 0F: 3 clusters Score -6877642 nChanged 40553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40957 members 
Mstep: Class 2 contains 45285 members 
Entering Unmasked Estep 
Score: -6900903.500000 Penalty: 5636.997070
	Iteration 1F: 3 clusters Score -6900904 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39537 members 
Mstep: Class 2 contains 46705 members 
Entering Unmasked Estep 
Score: -6901854.000000 Penalty: 5636.997070
	Iteration 2Q: 3 clusters Score -6901854 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37394 members 
Mstep: Class 2 contains 48848 members 
Entering Unmasked Estep 
Score: -6902985.500000 Penalty: 5636.997070
	Iteration 3Q: 3 clusters Score -6902986 nChanged 3982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34376 members 
Mstep: Class 2 contains 51866 members 
Entering Unmasked Estep 
Score: -6904648.500000 Penalty: 5636.997070
	Iteration 4Q: 3 clusters Score -6904648 nChanged 4887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30135 members 
Mstep: Class 2 contains 56107 members 
Entering Unmasked Estep 
Score: -6907337.500000 Penalty: 5636.997070
	Iteration 5F: 3 clusters Score -6907338 nChanged 5837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24684 members 
Mstep: Class 2 contains 61558 members 
Entering Unmasked Estep 
Score: -6911123.000000 Penalty: 5636.997070
	Iteration 6F: 3 clusters Score -6911123 nChanged 6489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18353 members 
Mstep: Class 2 contains 67889 members 
Entering Unmasked Estep 
Score: -6916166.500000 Penalty: 5636.997070
	Iteration 7F: 3 clusters Score -6916166 nChanged 6394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 74239 members 
Entering Unmasked Estep 
Score: -6921691.500000 Penalty: 5636.997070
	Iteration 8F: 3 clusters Score -6921692 nChanged 5387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 79622 members 
Entering Unmasked Estep 
Score: -6926665.000000 Penalty: 5636.997070
	Iteration 9F: 3 clusters Score -6926665 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 83143 members 
Entering Unmasked Estep 
Score: -6929927.000000 Penalty: 5636.997070
	Iteration 10Q: 3 clusters Score -6929927 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 84957 members 
Entering Unmasked Estep 
Score: -6931655.000000 Penalty: 5636.997070
	Iteration 11Q: 3 clusters Score -6931655 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 85647 members 
Entering Unmasked Estep 
Score: -6932268.500000 Penalty: 5636.997070
	Iteration 12Q: 3 clusters Score -6932268 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 85884 members 
Entering Unmasked Estep 
Score: -6932551.000000 Penalty: 5636.997070
	Iteration 13Q: 3 clusters Score -6932551 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 85962 members 
Entering Unmasked Estep 
Score: -6932674.000000 Penalty: 5636.997070
	Iteration 14Q: 3 clusters Score -6932674 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 85991 members 
Entering Unmasked Estep 
Score: -6932728.500000 Penalty: 5636.997070
	Iteration 15Q: 3 clusters Score -6932728 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 86000 members 
Entering Unmasked Estep 
Score: -6932762.500000 Penalty: 5636.997070
	Iteration 16Q: 3 clusters Score -6932762 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 86011 members 
Entering Unmasked Estep 
Score: -6932779.500000 Penalty: 5636.997070
	Iteration 17Q: 3 clusters Score -6932780 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 86015 members 
Entering Unmasked Estep 
Score: -6932788.500000 Penalty: 5636.997070
	Iteration 18Q: 3 clusters Score -6932788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 86020 members 
Entering Unmasked Estep 
Score: -6932806.000000 Penalty: 5636.997070
	Iteration 19Q: 3 clusters Score -6932806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 86023 members 
Entering Unmasked Estep 
Score: -6932820.500000 Penalty: 5636.997070
	Iteration 20F: 3 clusters Score -6932820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 86027 members 
Entering Unmasked Estep 
Score: -6932821.000000 Penalty: 5636.997070
	Iteration 21Q: 3 clusters Score -6932821 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 86031 members 
Entering Unmasked Estep 
Score: -6932841.000000 Penalty: 5636.997070
	Iteration 22Q: 3 clusters Score -6932841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 86031 members 
Entering Unmasked Estep 
Score: -6932834.500000 Penalty: 5636.997070
	Iteration 23Q: 3 clusters Score -6932834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 86031 members 
Entering Unmasked Estep 
Score: -6932834.500000 Penalty: 5636.997070
	Iteration 24F: 3 clusters Score -6932834 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (154081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154081 members 
Entering Unmasked Estep 
Score: -12337394.000000 Penalty: 2962.417969
	Iteration 0F: 2 clusters Score -1.233739e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77108 members 
Mstep: Class 2 contains 76973 members 
Entering Unmasked Estep 
Score: -12233688.000000 Penalty: 5924.835938
	Iteration 0F: 3 clusters Score -1.223369e+07 nChanged 73971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77657 members 
Mstep: Class 2 contains 76424 members 
Entering Unmasked Estep 
Score: -12277141.000000 Penalty: 5924.835938
	Iteration 1F: 3 clusters Score -1.227714e+07 nChanged 4408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77751 members 
Mstep: Class 2 contains 76330 members 
Entering Unmasked Estep 
Score: -12278046.000000 Penalty: 5924.835938
	Iteration 2Q: 3 clusters Score -1.227805e+07 nChanged 4553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77806 members 
Mstep: Class 2 contains 76275 members 
Entering Unmasked Estep 
Score: -12279138.000000 Penalty: 5924.835938
	Iteration 3Q: 3 clusters Score -1.227914e+07 nChanged 4973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77671 members 
Mstep: Class 2 contains 76410 members 
Entering Unmasked Estep 
Score: -12280554.000000 Penalty: 5924.835938
	Iteration 4Q: 3 clusters Score -1.228055e+07 nChanged 5509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77338 members 
Mstep: Class 2 contains 76743 members 
Entering Unmasked Estep 
Score: -12282236.000000 Penalty: 5924.835938
	Iteration 5Q: 3 clusters Score -1.228224e+07 nChanged 6226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76750 members 
Mstep: Class 2 contains 77331 members 
Entering Unmasked Estep 
Score: -12284477.000000 Penalty: 5924.835938
	Iteration 6Q: 3 clusters Score -1.228448e+07 nChanged 7112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75766 members 
Mstep: Class 2 contains 78315 members 
Entering Unmasked Estep 
Score: -12287351.000000 Penalty: 5924.835938
	Iteration 7Q: 3 clusters Score -1.228735e+07 nChanged 7654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74392 members 
Mstep: Class 2 contains 79689 members 
Entering Unmasked Estep 
Score: -12290641.000000 Penalty: 5924.835938
	Iteration 8Q: 3 clusters Score -1.229064e+07 nChanged 7994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72810 members 
Mstep: Class 2 contains 81271 members 
Entering Unmasked Estep 
Score: -12294213.000000 Penalty: 5924.835938
	Iteration 9F: 3 clusters Score -1.229421e+07 nChanged 7756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71044 members 
Mstep: Class 2 contains 83037 members 
Entering Unmasked Estep 
Score: -12297632.000000 Penalty: 5924.835938
	Iteration 10F: 3 clusters Score -1.229763e+07 nChanged 7417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69231 members 
Mstep: Class 2 contains 84850 members 
Entering Unmasked Estep 
Score: -12300756.000000 Penalty: 5924.835938
	Iteration 11Q: 3 clusters Score -1.230076e+07 nChanged 6689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67402 members 
Mstep: Class 2 contains 86679 members 
Entering Unmasked Estep 
Score: -12303312.000000 Penalty: 5924.835938
	Iteration 12Q: 3 clusters Score -1.230331e+07 nChanged 5852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65502 members 
Mstep: Class 2 contains 88579 members 
Entering Unmasked Estep 
Score: -12305171.000000 Penalty: 5924.835938
	Iteration 13Q: 3 clusters Score -1.230517e+07 nChanged 4901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63411 members 
Mstep: Class 2 contains 90670 members 
Entering Unmasked Estep 
Score: -12306478.000000 Penalty: 5924.835938
	Iteration 14Q: 3 clusters Score -1.230648e+07 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61130 members 
Mstep: Class 2 contains 92951 members 
Entering Unmasked Estep 
Score: -12307426.000000 Penalty: 5924.835938
	Iteration 15Q: 3 clusters Score -1.230743e+07 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58605 members 
Mstep: Class 2 contains 95476 members 
Entering Unmasked Estep 
Score: -12308179.000000 Penalty: 5924.835938
	Iteration 16Q: 3 clusters Score -1.230818e+07 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55785 members 
Mstep: Class 2 contains 98296 members 
Entering Unmasked Estep 
Score: -12308951.000000 Penalty: 5924.835938
	Iteration 17Q: 3 clusters Score -1.230895e+07 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52631 members 
Mstep: Class 2 contains 101450 members 
Entering Unmasked Estep 
Score: -12309838.000000 Penalty: 5924.835938
	Iteration 18Q: 3 clusters Score -1.230984e+07 nChanged 3758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49005 members 
Mstep: Class 2 contains 105076 members 
Entering Unmasked Estep 
Score: -12310986.000000 Penalty: 5924.835938
	Iteration 19Q: 3 clusters Score -1.231099e+07 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45051 members 
Mstep: Class 2 contains 109030 members 
Entering Unmasked Estep 
Score: -12312254.000000 Penalty: 5924.835938
	Iteration 20F: 3 clusters Score -1.231225e+07 nChanged 4563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40602 members 
Mstep: Class 2 contains 113479 members 
Entering Unmasked Estep 
Score: -12313711.000000 Penalty: 5924.835938
	Iteration 21Q: 3 clusters Score -1.231371e+07 nChanged 4868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35812 members 
Mstep: Class 2 contains 118269 members 
Entering Unmasked Estep 
Score: -12315567.000000 Penalty: 5924.835938
	Iteration 22Q: 3 clusters Score -1.231557e+07 nChanged 5095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30789 members 
Mstep: Class 2 contains 123292 members 
Entering Unmasked Estep 
Score: -12317906.000000 Penalty: 5924.835938
	Iteration 23Q: 3 clusters Score -1.231791e+07 nChanged 5015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25822 members 
Mstep: Class 2 contains 128259 members 
Entering Unmasked Estep 
Score: -12320057.000000 Penalty: 5924.835938
	Iteration 24Q: 3 clusters Score -1.232006e+07 nChanged 4745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21103 members 
Mstep: Class 2 contains 132978 members 
Entering Unmasked Estep 
Score: -12322454.000000 Penalty: 5924.835938
	Iteration 25Q: 3 clusters Score -1.232245e+07 nChanged 4479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16634 members 
Mstep: Class 2 contains 137447 members 
Entering Unmasked Estep 
Score: -12324941.000000 Penalty: 5924.835938
	Iteration 26Q: 3 clusters Score -1.232494e+07 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 141399 members 
Entering Unmasked Estep 
Score: -12327268.000000 Penalty: 5924.835938
	Iteration 27Q: 3 clusters Score -1.232727e+07 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 144707 members 
Entering Unmasked Estep 
Score: -12329091.000000 Penalty: 5924.835938
	Iteration 28Q: 3 clusters Score -1.232909e+07 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 147361 members 
Entering Unmasked Estep 
Score: -12330812.000000 Penalty: 5924.835938
	Iteration 29Q: 3 clusters Score -1.233081e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 149377 members 
Entering Unmasked Estep 
Score: -12332147.000000 Penalty: 5924.835938
	Iteration 30Q: 3 clusters Score -1.233215e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 150805 members 
Entering Unmasked Estep 
Score: -12333075.000000 Penalty: 5924.835938
	Iteration 31Q: 3 clusters Score -1.233308e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 151759 members 
Entering Unmasked Estep 
Score: -12333789.000000 Penalty: 5924.835938
	Iteration 32Q: 3 clusters Score -1.233379e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 152350 members 
Entering Unmasked Estep 
Score: -12334204.000000 Penalty: 5924.835938
	Iteration 33Q: 3 clusters Score -1.23342e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 152685 members 
Entering Unmasked Estep 
Score: -12334442.000000 Penalty: 5924.835938
	Iteration 34Q: 3 clusters Score -1.233444e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 152890 members 
Entering Unmasked Estep 
Score: -12334594.000000 Penalty: 5924.835938
	Iteration 35Q: 3 clusters Score -1.233459e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 153022 members 
Entering Unmasked Estep 
Score: -12334688.000000 Penalty: 5924.835938
	Iteration 36Q: 3 clusters Score -1.233469e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 153111 members 
Entering Unmasked Estep 
Score: -12334795.000000 Penalty: 5924.835938
	Iteration 37Q: 3 clusters Score -1.23348e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 153170 members 
Entering Unmasked Estep 
Score: -12334828.000000 Penalty: 5924.835938
	Iteration 38Q: 3 clusters Score -1.233483e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 153211 members 
Entering Unmasked Estep 
Score: -12334840.000000 Penalty: 5924.835938
	Iteration 39Q: 3 clusters Score -1.233484e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 153253 members 
Entering Unmasked Estep 
Score: -12334908.000000 Penalty: 5924.835938
	Iteration 40F: 3 clusters Score -1.233491e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 153278 members 
Entering Unmasked Estep 
Score: -12334922.000000 Penalty: 5924.835938
	Iteration 41Q: 3 clusters Score -1.233492e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 153302 members 
Entering Unmasked Estep 
Score: -12334941.000000 Penalty: 5924.835938
	Iteration 42Q: 3 clusters Score -1.233494e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 153317 members 
Entering Unmasked Estep 
Score: -12334978.000000 Penalty: 5924.835938
	Iteration 43Q: 3 clusters Score -1.233498e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 153329 members 
Entering Unmasked Estep 
Score: -12334981.000000 Penalty: 5924.835938
	Iteration 44Q: 3 clusters Score -1.233498e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 153345 members 
Entering Unmasked Estep 
Score: -12334985.000000 Penalty: 5924.835938
	Iteration 45Q: 3 clusters Score -1.233498e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 153361 members 
Entering Unmasked Estep 
Score: -12334996.000000 Penalty: 5924.835938
	Iteration 46Q: 3 clusters Score -1.2335e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 153373 members 
Entering Unmasked Estep 
Score: -12335012.000000 Penalty: 5924.835938
	Iteration 47Q: 3 clusters Score -1.233501e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 153378 members 
Entering Unmasked Estep 
Score: -12335019.000000 Penalty: 5924.835938
	Iteration 48Q: 3 clusters Score -1.233502e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 153382 members 
Entering Unmasked Estep 
Score: -12335013.000000 Penalty: 5924.835938
	Iteration 49Q: 3 clusters Score -1.233501e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 153393 members 
Entering Unmasked Estep 
Score: -12335026.000000 Penalty: 5924.835938
	Iteration 50Q: 3 clusters Score -1.233503e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 153401 members 
Entering Unmasked Estep 
Score: -12335034.000000 Penalty: 5924.835938
	Iteration 51Q: 3 clusters Score -1.233503e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 153404 members 
Entering Unmasked Estep 
Score: -12335035.000000 Penalty: 5924.835938
	Iteration 52Q: 3 clusters Score -1.233504e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 153406 members 
Entering Unmasked Estep 
Score: -12335037.000000 Penalty: 5924.835938
	Iteration 53Q: 3 clusters Score -1.233504e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 153407 members 
Entering Unmasked Estep 
Score: -12335042.000000 Penalty: 5924.835938
	Iteration 54Q: 3 clusters Score -1.233504e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 153407 members 
Entering Unmasked Estep 
Score: -12335042.000000 Penalty: 5924.835938
	Iteration 55F: 3 clusters Score -1.233504e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Entering Unmasked Estep 
Score: -661426.937500 Penalty: 2246.702637
	Iteration 0F: 2 clusters Score -661426.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -654690.375000 Penalty: 4493.405273
	Iteration 0F: 3 clusters Score -654690.4 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -656581.437500 Penalty: 4493.405273
	Iteration 1F: 3 clusters Score -656581.4 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -656953.437500 Penalty: 4493.405273
	Iteration 2F: 3 clusters Score -656953.4 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -657288.375000 Penalty: 4493.405273
	Iteration 3F: 3 clusters Score -657288.4 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -657612.875000 Penalty: 4493.405273
	Iteration 4F: 3 clusters Score -657612.9 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -657934.625000 Penalty: 4493.405273
	Iteration 5Q: 3 clusters Score -657934.6 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -658218.312500 Penalty: 4493.405273
	Iteration 6Q: 3 clusters Score -658218.3 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -658471.125000 Penalty: 4493.405273
	Iteration 7Q: 3 clusters Score -658471.1 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -658697.000000 Penalty: 4493.405273
	Iteration 8Q: 3 clusters Score -658697 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -658924.375000 Penalty: 4493.405273
	Iteration 9Q: 3 clusters Score -658924.4 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -659206.625000 Penalty: 4493.405273
	Iteration 10Q: 3 clusters Score -659206.6 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -659495.875000 Penalty: 4493.405273
	Iteration 11Q: 3 clusters Score -659495.9 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -659822.062500 Penalty: 4493.405273
	Iteration 12Q: 3 clusters Score -659822.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -660147.875000 Penalty: 4493.405273
	Iteration 13Q: 3 clusters Score -660147.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -660379.500000 Penalty: 4493.405273
	Iteration 14Q: 3 clusters Score -660379.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -660558.187500 Penalty: 4493.405273
	Iteration 15Q: 3 clusters Score -660558.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -660676.062500 Penalty: 4493.405273
	Iteration 16Q: 3 clusters Score -660676.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -660730.687500 Penalty: 4493.405273
	Iteration 17Q: 3 clusters Score -660730.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -660760.437500 Penalty: 4493.405273
	Iteration 18Q: 3 clusters Score -660760.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -660773.562500 Penalty: 4493.405273
	Iteration 19Q: 3 clusters Score -660773.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -660777.687500 Penalty: 4493.405273
	Iteration 20F: 3 clusters Score -660777.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -660781.500000 Penalty: 4493.405273
	Iteration 21Q: 3 clusters Score -660781.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -660784.250000 Penalty: 4493.405273
	Iteration 22Q: 3 clusters Score -660784.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -660787.687500 Penalty: 4493.405273
	Iteration 23Q: 3 clusters Score -660787.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -660789.375000 Penalty: 4493.405273
	Iteration 24Q: 3 clusters Score -660789.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -660789.187500 Penalty: 4493.405273
	Iteration 25Q: 3 clusters Score -660789.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -660788.750000 Penalty: 4493.405273
	Iteration 26Q: 3 clusters Score -660788.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -660788.750000 Penalty: 4493.405273
	Iteration 27F: 3 clusters Score -660788.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Entering Unmasked Estep 
Score: -641266.437500 Penalty: 2240.510986
	Iteration 0F: 2 clusters Score -641266.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -634657.625000 Penalty: 4481.021973
	Iteration 0F: 3 clusters Score -634657.6 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -636495.000000 Penalty: 4481.021973
	Iteration 1F: 3 clusters Score -636495 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -636840.625000 Penalty: 4481.021973
	Iteration 2F: 3 clusters Score -636840.6 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -637182.125000 Penalty: 4481.021973
	Iteration 3F: 3 clusters Score -637182.1 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -637572.687500 Penalty: 4481.021973
	Iteration 4F: 3 clusters Score -637572.7 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -638100.875000 Penalty: 4481.021973
	Iteration 5F: 3 clusters Score -638100.9 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -638645.812500 Penalty: 4481.021973
	Iteration 6F: 3 clusters Score -638645.8 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -639119.187500 Penalty: 4481.021973
	Iteration 7F: 3 clusters Score -639119.2 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -639482.937500 Penalty: 4481.021973
	Iteration 8F: 3 clusters Score -639482.9 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -639731.937500 Penalty: 4481.021973
	Iteration 9Q: 3 clusters Score -639731.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -639889.437500 Penalty: 4481.021973
	Iteration 10Q: 3 clusters Score -639889.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -640007.687500 Penalty: 4481.021973
	Iteration 11Q: 3 clusters Score -640007.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -640106.250000 Penalty: 4481.021973
	Iteration 12Q: 3 clusters Score -640106.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -640202.187500 Penalty: 4481.021973
	Iteration 13Q: 3 clusters Score -640202.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -640283.562500 Penalty: 4481.021973
	Iteration 14Q: 3 clusters Score -640283.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -640344.000000 Penalty: 4481.021973
	Iteration 15Q: 3 clusters Score -640344 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -640399.062500 Penalty: 4481.021973
	Iteration 16Q: 3 clusters Score -640399.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -640439.937500 Penalty: 4481.021973
	Iteration 17Q: 3 clusters Score -640439.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -640483.625000 Penalty: 4481.021973
	Iteration 18Q: 3 clusters Score -640483.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -640526.187500 Penalty: 4481.021973
	Iteration 19Q: 3 clusters Score -640526.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -640557.187500 Penalty: 4481.021973
	Iteration 20F: 3 clusters Score -640557.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -640578.312500 Penalty: 4481.021973
	Iteration 21Q: 3 clusters Score -640578.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -640602.875000 Penalty: 4481.021973
	Iteration 22Q: 3 clusters Score -640602.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -640621.687500 Penalty: 4481.021973
	Iteration 23Q: 3 clusters Score -640621.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -640641.062500 Penalty: 4481.021973
	Iteration 24Q: 3 clusters Score -640641.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -640653.750000 Penalty: 4481.021973
	Iteration 25Q: 3 clusters Score -640653.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -640667.687500 Penalty: 4481.021973
	Iteration 26Q: 3 clusters Score -640667.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -640679.437500 Penalty: 4481.021973
	Iteration 27Q: 3 clusters Score -640679.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -640688.687500 Penalty: 4481.021973
	Iteration 28Q: 3 clusters Score -640688.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -640700.625000 Penalty: 4481.021973
	Iteration 29Q: 3 clusters Score -640700.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -640710.562500 Penalty: 4481.021973
	Iteration 30Q: 3 clusters Score -640710.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -640721.500000 Penalty: 4481.021973
	Iteration 31Q: 3 clusters Score -640721.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -640728.562500 Penalty: 4481.021973
	Iteration 32Q: 3 clusters Score -640728.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -640737.687500 Penalty: 4481.021973
	Iteration 33Q: 3 clusters Score -640737.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -640745.312500 Penalty: 4481.021973
	Iteration 34Q: 3 clusters Score -640745.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -640753.812500 Penalty: 4481.021973
	Iteration 35Q: 3 clusters Score -640753.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -640759.312500 Penalty: 4481.021973
	Iteration 36Q: 3 clusters Score -640759.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -640763.125000 Penalty: 4481.021973
	Iteration 37Q: 3 clusters Score -640763.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -640770.687500 Penalty: 4481.021973
	Iteration 38Q: 3 clusters Score -640770.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -640773.562500 Penalty: 4481.021973
	Iteration 39Q: 3 clusters Score -640773.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -640776.937500 Penalty: 4481.021973
	Iteration 40F: 3 clusters Score -640776.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -640780.687500 Penalty: 4481.021973
	Iteration 41Q: 3 clusters Score -640780.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -640780.687500 Penalty: 4481.021973
	Iteration 42Q: 3 clusters Score -640780.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -640783.312500 Penalty: 4481.021973
	Iteration 43Q: 3 clusters Score -640783.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -640786.125000 Penalty: 4481.021973
	Iteration 44Q: 3 clusters Score -640786.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -640787.812500 Penalty: 4481.021973
	Iteration 45Q: 3 clusters Score -640787.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -640790.312500 Penalty: 4481.021973
	Iteration 46Q: 3 clusters Score -640790.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -640789.875000 Penalty: 4481.021973
	Iteration 47Q: 3 clusters Score -640789.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -640791.687500 Penalty: 4481.021973
	Iteration 48Q: 3 clusters Score -640791.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -640793.187500 Penalty: 4481.021973
	Iteration 49Q: 3 clusters Score -640793.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -640792.812500 Penalty: 4481.021973
	Iteration 50Q: 3 clusters Score -640792.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -640797.250000 Penalty: 4481.021973
	Iteration 51Q: 3 clusters Score -640797.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -640800.062500 Penalty: 4481.021973
	Iteration 52Q: 3 clusters Score -640800.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -640800.312500 Penalty: 4481.021973
	Iteration 53Q: 3 clusters Score -640800.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -640802.375000 Penalty: 4481.021973
	Iteration 54Q: 3 clusters Score -640802.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -640803.687500 Penalty: 4481.021973
	Iteration 55Q: 3 clusters Score -640803.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -640804.812500 Penalty: 4481.021973
	Iteration 56Q: 3 clusters Score -640804.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -640806.625000 Penalty: 4481.021973
	Iteration 57Q: 3 clusters Score -640806.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -640808.687500 Penalty: 4481.021973
	Iteration 58Q: 3 clusters Score -640808.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -640808.875000 Penalty: 4481.021973
	Iteration 59Q: 3 clusters Score -640808.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -640809.000000 Penalty: 4481.021973
	Iteration 60F: 3 clusters Score -640809 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (75645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75645 members 
Entering Unmasked Estep 
Score: -6144563.000000 Penalty: 2785.984131
	Iteration 0F: 2 clusters Score -6144563 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37700 members 
Mstep: Class 2 contains 37945 members 
Entering Unmasked Estep 
Score: -6094021.500000 Penalty: 5571.968262
	Iteration 0F: 3 clusters Score -6094022 nChanged 35328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36608 members 
Mstep: Class 2 contains 39037 members 
Entering Unmasked Estep 
Score: -6114014.000000 Penalty: 5571.968262
	Iteration 1F: 3 clusters Score -6114014 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35550 members 
Mstep: Class 2 contains 40095 members 
Entering Unmasked Estep 
Score: -6114902.000000 Penalty: 5571.968262
	Iteration 2Q: 3 clusters Score -6114902 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33935 members 
Mstep: Class 2 contains 41710 members 
Entering Unmasked Estep 
Score: -6116290.500000 Penalty: 5571.968262
	Iteration 3Q: 3 clusters Score -6116290 nChanged 4061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31510 members 
Mstep: Class 2 contains 44135 members 
Entering Unmasked Estep 
Score: -6118448.500000 Penalty: 5571.968262
	Iteration 4F: 3 clusters Score -6118448 nChanged 5040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28140 members 
Mstep: Class 2 contains 47505 members 
Entering Unmasked Estep 
Score: -6121737.000000 Penalty: 5571.968262
	Iteration 5F: 3 clusters Score -6121737 nChanged 5914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23914 members 
Mstep: Class 2 contains 51731 members 
Entering Unmasked Estep 
Score: -6126162.000000 Penalty: 5571.968262
	Iteration 6F: 3 clusters Score -6126162 nChanged 5788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19584 members 
Mstep: Class 2 contains 56061 members 
Entering Unmasked Estep 
Score: -6130713.000000 Penalty: 5571.968262
	Iteration 7F: 3 clusters Score -6130713 nChanged 4846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15872 members 
Mstep: Class 2 contains 59773 members 
Entering Unmasked Estep 
Score: -6134684.000000 Penalty: 5571.968262
	Iteration 8F: 3 clusters Score -6134684 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 62373 members 
Entering Unmasked Estep 
Score: -6137491.000000 Penalty: 5571.968262
	Iteration 9Q: 3 clusters Score -6137491 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 64045 members 
Entering Unmasked Estep 
Score: -6139078.500000 Penalty: 5571.968262
	Iteration 10Q: 3 clusters Score -6139078 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 65185 members 
Entering Unmasked Estep 
Score: -6139850.000000 Penalty: 5571.968262
	Iteration 11Q: 3 clusters Score -6139850 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 66121 members 
Entering Unmasked Estep 
Score: -6140310.000000 Penalty: 5571.968262
	Iteration 12Q: 3 clusters Score -6140310 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 66925 members 
Entering Unmasked Estep 
Score: -6140604.500000 Penalty: 5571.968262
	Iteration 13Q: 3 clusters Score -6140604 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 67643 members 
Entering Unmasked Estep 
Score: -6140891.000000 Penalty: 5571.968262
	Iteration 14Q: 3 clusters Score -6140891 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 68256 members 
Entering Unmasked Estep 
Score: -6141082.500000 Penalty: 5571.968262
	Iteration 15Q: 3 clusters Score -6141082 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 68819 members 
Entering Unmasked Estep 
Score: -6141263.500000 Penalty: 5571.968262
	Iteration 16Q: 3 clusters Score -6141264 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 69352 members 
Entering Unmasked Estep 
Score: -6141451.000000 Penalty: 5571.968262
	Iteration 17Q: 3 clusters Score -6141451 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 69840 members 
Entering Unmasked Estep 
Score: -6141622.000000 Penalty: 5571.968262
	Iteration 18Q: 3 clusters Score -6141622 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 70259 members 
Entering Unmasked Estep 
Score: -6141744.500000 Penalty: 5571.968262
	Iteration 19Q: 3 clusters Score -6141744 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 70655 members 
Entering Unmasked Estep 
Score: -6141861.500000 Penalty: 5571.968262
	Iteration 20F: 3 clusters Score -6141862 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 71009 members 
Entering Unmasked Estep 
Score: -6141955.000000 Penalty: 5571.968262
	Iteration 21Q: 3 clusters Score -6141955 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 71320 members 
Entering Unmasked Estep 
Score: -6142084.000000 Penalty: 5571.968262
	Iteration 22Q: 3 clusters Score -6142084 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 71605 members 
Entering Unmasked Estep 
Score: -6142154.500000 Penalty: 5571.968262
	Iteration 23Q: 3 clusters Score -6142154 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 71841 members 
Entering Unmasked Estep 
Score: -6142241.500000 Penalty: 5571.968262
	Iteration 24Q: 3 clusters Score -6142242 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 72044 members 
Entering Unmasked Estep 
Score: -6142285.000000 Penalty: 5571.968262
	Iteration 25Q: 3 clusters Score -6142285 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 72246 members 
Entering Unmasked Estep 
Score: -6142342.000000 Penalty: 5571.968262
	Iteration 26Q: 3 clusters Score -6142342 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 72431 members 
Entering Unmasked Estep 
Score: -6142382.500000 Penalty: 5571.968262
	Iteration 27Q: 3 clusters Score -6142382 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 72608 members 
Entering Unmasked Estep 
Score: -6142462.500000 Penalty: 5571.968262
	Iteration 28Q: 3 clusters Score -6142462 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 72756 members 
Entering Unmasked Estep 
Score: -6142514.500000 Penalty: 5571.968262
	Iteration 29Q: 3 clusters Score -6142514 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 72859 members 
Entering Unmasked Estep 
Score: -6142537.000000 Penalty: 5571.968262
	Iteration 30Q: 3 clusters Score -6142537 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 72960 members 
Entering Unmasked Estep 
Score: -6142548.000000 Penalty: 5571.968262
	Iteration 31Q: 3 clusters Score -6142548 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 73045 members 
Entering Unmasked Estep 
Score: -6142568.000000 Penalty: 5571.968262
	Iteration 32Q: 3 clusters Score -6142568 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 73130 members 
Entering Unmasked Estep 
Score: -6142595.500000 Penalty: 5571.968262
	Iteration 33Q: 3 clusters Score -6142596 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 73207 members 
Entering Unmasked Estep 
Score: -6142606.000000 Penalty: 5571.968262
	Iteration 34Q: 3 clusters Score -6142606 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 73282 members 
Entering Unmasked Estep 
Score: -6142625.500000 Penalty: 5571.968262
	Iteration 35Q: 3 clusters Score -6142626 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 73352 members 
Entering Unmasked Estep 
Score: -6142651.000000 Penalty: 5571.968262
	Iteration 36Q: 3 clusters Score -6142651 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 73421 members 
Entering Unmasked Estep 
Score: -6142669.000000 Penalty: 5571.968262
	Iteration 37Q: 3 clusters Score -6142669 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 73474 members 
Entering Unmasked Estep 
Score: -6142679.500000 Penalty: 5571.968262
	Iteration 38Q: 3 clusters Score -6142680 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 73524 members 
Entering Unmasked Estep 
Score: -6142680.000000 Penalty: 5571.968262
	Iteration 39Q: 3 clusters Score -6142680 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 73564 members 
Entering Unmasked Estep 
Score: -6142688.000000 Penalty: 5571.968262
	Iteration 40F: 3 clusters Score -6142688 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 73595 members 
Entering Unmasked Estep 
Score: -6142697.000000 Penalty: 5571.968262
	Iteration 41Q: 3 clusters Score -6142697 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 73624 members 
Entering Unmasked Estep 
Score: -6142702.000000 Penalty: 5571.968262
	Iteration 42Q: 3 clusters Score -6142702 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 73652 members 
Entering Unmasked Estep 
Score: -6142716.000000 Penalty: 5571.968262
	Iteration 43Q: 3 clusters Score -6142716 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 73669 members 
Entering Unmasked Estep 
Score: -6142709.000000 Penalty: 5571.968262
	Iteration 44Q: 3 clusters Score -6142709 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 73689 members 
Entering Unmasked Estep 
Score: -6142703.000000 Penalty: 5571.968262
	Iteration 45Q: 3 clusters Score -6142703 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 73706 members 
Entering Unmasked Estep 
Score: -6142709.500000 Penalty: 5571.968262
	Iteration 46Q: 3 clusters Score -6142710 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 73713 members 
Entering Unmasked Estep 
Score: -6142707.500000 Penalty: 5571.968262
	Iteration 47Q: 3 clusters Score -6142708 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 73722 members 
Entering Unmasked Estep 
Score: -6142712.500000 Penalty: 5571.968262
	Iteration 48Q: 3 clusters Score -6142712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 73729 members 
Entering Unmasked Estep 
Score: -6142721.500000 Penalty: 5571.968262
	Iteration 49Q: 3 clusters Score -6142722 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 73738 members 
Entering Unmasked Estep 
Score: -6142718.500000 Penalty: 5571.968262
	Iteration 50Q: 3 clusters Score -6142718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 73746 members 
Entering Unmasked Estep 
Score: -6142727.000000 Penalty: 5571.968262
	Iteration 51Q: 3 clusters Score -6142727 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 73754 members 
Entering Unmasked Estep 
Score: -6142725.500000 Penalty: 5571.968262
	Iteration 52Q: 3 clusters Score -6142726 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 73763 members 
Entering Unmasked Estep 
Score: -6142729.000000 Penalty: 5571.968262
	Iteration 53Q: 3 clusters Score -6142729 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 73769 members 
Entering Unmasked Estep 
Score: -6142733.000000 Penalty: 5571.968262
	Iteration 54Q: 3 clusters Score -6142733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 73772 members 
Entering Unmasked Estep 
Score: -6142733.000000 Penalty: 5571.968262
	Iteration 55Q: 3 clusters Score -6142733 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 73777 members 
Entering Unmasked Estep 
Score: -6142721.000000 Penalty: 5571.968262
	Iteration 56Q: 3 clusters Score -6142721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 73778 members 
Entering Unmasked Estep 
Score: -6142723.500000 Penalty: 5571.968262
	Iteration 57Q: 3 clusters Score -6142724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 73780 members 
Entering Unmasked Estep 
Score: -6142723.500000 Penalty: 5571.968262
	Iteration 58Q: 3 clusters Score -6142724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 73784 members 
Entering Unmasked Estep 
Score: -6142725.000000 Penalty: 5571.968262
	Iteration 59Q: 3 clusters Score -6142725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 73785 members 
Entering Unmasked Estep 
Score: -6142723.500000 Penalty: 5571.968262
	Iteration 60F: 3 clusters Score -6142724 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (65032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65032 members 
Entering Unmasked Estep 
Score: -5262244.000000 Penalty: 2748.493408
	Iteration 0F: 2 clusters Score -5262244 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32681 members 
Mstep: Class 2 contains 32351 members 
Entering Unmasked Estep 
Score: -5218845.500000 Penalty: 5496.986816
	Iteration 0F: 3 clusters Score -5218846 nChanged 30169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34966 members 
Mstep: Class 2 contains 30066 members 
Entering Unmasked Estep 
Score: -5235809.000000 Penalty: 5496.986816
	Iteration 1F: 3 clusters Score -5235809 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36277 members 
Mstep: Class 2 contains 28755 members 
Entering Unmasked Estep 
Score: -5236636.500000 Penalty: 5496.986816
	Iteration 2Q: 3 clusters Score -5236636 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38330 members 
Mstep: Class 2 contains 26702 members 
Entering Unmasked Estep 
Score: -5237765.000000 Penalty: 5496.986816
	Iteration 3Q: 3 clusters Score -5237765 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41266 members 
Mstep: Class 2 contains 23766 members 
Entering Unmasked Estep 
Score: -5239514.500000 Penalty: 5496.986816
	Iteration 4F: 3 clusters Score -5239514 nChanged 4264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45130 members 
Mstep: Class 2 contains 19902 members 
Entering Unmasked Estep 
Score: -5242221.500000 Penalty: 5496.986816
	Iteration 5F: 3 clusters Score -5242222 nChanged 4934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49860 members 
Mstep: Class 2 contains 15172 members 
Entering Unmasked Estep 
Score: -5245964.000000 Penalty: 5496.986816
	Iteration 6F: 3 clusters Score -5245964 nChanged 4963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54755 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -5250300.500000 Penalty: 5496.986816
	Iteration 7F: 3 clusters Score -5250300 nChanged 4417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59148 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -5254495.500000 Penalty: 5496.986816
	Iteration 8F: 3 clusters Score -5254496 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62125 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -5257332.500000 Penalty: 5496.986816
	Iteration 9Q: 3 clusters Score -5257332 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63652 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -5258677.500000 Penalty: 5496.986816
	Iteration 10Q: 3 clusters Score -5258678 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64329 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -5259303.000000 Penalty: 5496.986816
	Iteration 11Q: 3 clusters Score -5259303 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64602 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -5259550.000000 Penalty: 5496.986816
	Iteration 12Q: 3 clusters Score -5259550 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64691 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -5259693.000000 Penalty: 5496.986816
	Iteration 13Q: 3 clusters Score -5259693 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64722 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -5259764.000000 Penalty: 5496.986816
	Iteration 14Q: 3 clusters Score -5259764 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64744 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -5259806.500000 Penalty: 5496.986816
	Iteration 15Q: 3 clusters Score -5259806 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64756 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -5259827.500000 Penalty: 5496.986816
	Iteration 16Q: 3 clusters Score -5259828 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64763 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -5259837.000000 Penalty: 5496.986816
	Iteration 17Q: 3 clusters Score -5259837 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64769 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -5259850.000000 Penalty: 5496.986816
	Iteration 18Q: 3 clusters Score -5259850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64773 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -5259867.000000 Penalty: 5496.986816
	Iteration 19Q: 3 clusters Score -5259867 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64777 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -5259870.500000 Penalty: 5496.986816
	Iteration 20F: 3 clusters Score -5259870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64780 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -5259870.500000 Penalty: 5496.986816
	Iteration 21Q: 3 clusters Score -5259870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64781 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -5259882.500000 Penalty: 5496.986816
	Iteration 22Q: 3 clusters Score -5259882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64783 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -5259887.500000 Penalty: 5496.986816
	Iteration 23Q: 3 clusters Score -5259888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64786 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -5259896.500000 Penalty: 5496.986816
	Iteration 24Q: 3 clusters Score -5259896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64786 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -5259896.500000 Penalty: 5496.986816
	Iteration 25F: 3 clusters Score -5259896 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Entering Unmasked Estep 
Score: -469834.187500 Penalty: 2172.708984
	Iteration 0F: 2 clusters Score -469834.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -464474.656250 Penalty: 4345.417969
	Iteration 0F: 3 clusters Score -464474.7 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -466245.343750 Penalty: 4345.417969
	Iteration 1F: 3 clusters Score -466245.3 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -467013.531250 Penalty: 4345.417969
	Iteration 2F: 3 clusters Score -467013.5 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -467727.843750 Penalty: 4345.417969
	Iteration 3F: 3 clusters Score -467727.8 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -468313.593750 Penalty: 4345.417969
	Iteration 4F: 3 clusters Score -468313.6 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -468701.687500 Penalty: 4345.417969
	Iteration 5F: 3 clusters Score -468701.7 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -468922.281250 Penalty: 4345.417969
	Iteration 6Q: 3 clusters Score -468922.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -469047.843750 Penalty: 4345.417969
	Iteration 7Q: 3 clusters Score -469047.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -469123.281250 Penalty: 4345.417969
	Iteration 8Q: 3 clusters Score -469123.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -469166.562500 Penalty: 4345.417969
	Iteration 9Q: 3 clusters Score -469166.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -469197.312500 Penalty: 4345.417969
	Iteration 10Q: 3 clusters Score -469197.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -469216.718750 Penalty: 4345.417969
	Iteration 11Q: 3 clusters Score -469216.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -469227.093750 Penalty: 4345.417969
	Iteration 12Q: 3 clusters Score -469227.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -469237.312500 Penalty: 4345.417969
	Iteration 13Q: 3 clusters Score -469237.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -469242.500000 Penalty: 4345.417969
	Iteration 14Q: 3 clusters Score -469242.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -469245.218750 Penalty: 4345.417969
	Iteration 15Q: 3 clusters Score -469245.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -469250.312500 Penalty: 4345.417969
	Iteration 16Q: 3 clusters Score -469250.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -469252.406250 Penalty: 4345.417969
	Iteration 17Q: 3 clusters Score -469252.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -469255.250000 Penalty: 4345.417969
	Iteration 18Q: 3 clusters Score -469255.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -469256.125000 Penalty: 4345.417969
	Iteration 19Q: 3 clusters Score -469256.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -469256.843750 Penalty: 4345.417969
	Iteration 20F: 3 clusters Score -469256.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -469258.968750 Penalty: 4345.417969
	Iteration 21Q: 3 clusters Score -469259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -469257.781250 Penalty: 4345.417969
	Iteration 22Q: 3 clusters Score -469257.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -469258.750000 Penalty: 4345.417969
	Iteration 23Q: 3 clusters Score -469258.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -469259.781250 Penalty: 4345.417969
	Iteration 24Q: 3 clusters Score -469259.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -469261.281250 Penalty: 4345.417969
	Iteration 25Q: 3 clusters Score -469261.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -469261.843750 Penalty: 4345.417969
	Iteration 26Q: 3 clusters Score -469261.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -469263.281250 Penalty: 4345.417969
	Iteration 27Q: 3 clusters Score -469263.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -469264.187500 Penalty: 4345.417969
	Iteration 28Q: 3 clusters Score -469264.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -469263.781250 Penalty: 4345.417969
	Iteration 29Q: 3 clusters Score -469263.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -469264.437500 Penalty: 4345.417969
	Iteration 30Q: 3 clusters Score -469264.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -469265.250000 Penalty: 4345.417969
	Iteration 31Q: 3 clusters Score -469265.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -469264.718750 Penalty: 4345.417969
	Iteration 32Q: 3 clusters Score -469264.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -469265.312500 Penalty: 4345.417969
	Iteration 33Q: 3 clusters Score -469265.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -469265.312500 Penalty: 4345.417969
	Iteration 34F: 3 clusters Score -469265.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (60502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60502 members 
Entering Unmasked Estep 
Score: -4704539.000000 Penalty: 2730.586914
	Iteration 0F: 2 clusters Score -4704539 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30380 members 
Mstep: Class 2 contains 30122 members 
Entering Unmasked Estep 
Score: -4663796.500000 Penalty: 5461.173828
	Iteration 0F: 3 clusters Score -4663796 nChanged 28191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32373 members 
Mstep: Class 2 contains 28129 members 
Entering Unmasked Estep 
Score: -4680225.500000 Penalty: 5461.173828
	Iteration 1F: 3 clusters Score -4680226 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33806 members 
Mstep: Class 2 contains 26696 members 
Entering Unmasked Estep 
Score: -4682002.500000 Penalty: 5461.173828
	Iteration 2F: 3 clusters Score -4682002 nChanged 4190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35918 members 
Mstep: Class 2 contains 24584 members 
Entering Unmasked Estep 
Score: -4684770.500000 Penalty: 5461.173828
	Iteration 3F: 3 clusters Score -4684770 nChanged 4823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38535 members 
Mstep: Class 2 contains 21967 members 
Entering Unmasked Estep 
Score: -4688301.500000 Penalty: 5461.173828
	Iteration 4F: 3 clusters Score -4688302 nChanged 4793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41340 members 
Mstep: Class 2 contains 19162 members 
Entering Unmasked Estep 
Score: -4691748.500000 Penalty: 5461.173828
	Iteration 5F: 3 clusters Score -4691748 nChanged 4098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43904 members 
Mstep: Class 2 contains 16598 members 
Entering Unmasked Estep 
Score: -4694692.500000 Penalty: 5461.173828
	Iteration 6F: 3 clusters Score -4694692 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45903 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -4697060.500000 Penalty: 5461.173828
	Iteration 7F: 3 clusters Score -4697060 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47393 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -4699314.500000 Penalty: 5461.173828
	Iteration 8Q: 3 clusters Score -4699314 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48429 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -4701485.500000 Penalty: 5461.173828
	Iteration 9Q: 3 clusters Score -4701486 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49081 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -4703132.500000 Penalty: 5461.173828
	Iteration 10Q: 3 clusters Score -4703132 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49517 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -4703998.500000 Penalty: 5461.173828
	Iteration 11Q: 3 clusters Score -4703998 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49777 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -4704534.000000 Penalty: 5461.173828
	Iteration 12Q: 3 clusters Score -4704534 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49938 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -4704783.500000 Penalty: 5461.173828
	Iteration 13Q: 3 clusters Score -4704784 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50055 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -4704916.000000 Penalty: 5461.173828
	Iteration 14Q: 3 clusters Score -4704916 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50130 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -4704983.500000 Penalty: 5461.173828
	Iteration 15Q: 3 clusters Score -4704984 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50176 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -4705024.500000 Penalty: 5461.173828
	Iteration 16Q: 3 clusters Score -4705024 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50207 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -4705039.500000 Penalty: 5461.173828
	Iteration 17Q: 3 clusters Score -4705040 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50241 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -4705053.500000 Penalty: 5461.173828
	Iteration 18Q: 3 clusters Score -4705054 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50274 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -4705051.500000 Penalty: 5461.173828
	Iteration 19Q: 3 clusters Score -4705052 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50307 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -4705066.500000 Penalty: 5461.173828
	Iteration 20F: 3 clusters Score -4705066 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50322 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -4705077.000000 Penalty: 5461.173828
	Iteration 21Q: 3 clusters Score -4705077 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50324 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -4705069.500000 Penalty: 5461.173828
	Iteration 22Q: 3 clusters Score -4705070 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50318 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -4705061.500000 Penalty: 5461.173828
	Iteration 23Q: 3 clusters Score -4705062 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50314 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -4705061.500000 Penalty: 5461.173828
	Iteration 24Q: 3 clusters Score -4705062 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50311 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -4705061.000000 Penalty: 5461.173828
	Iteration 25Q: 3 clusters Score -4705061 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50313 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -4705062.000000 Penalty: 5461.173828
	Iteration 26Q: 3 clusters Score -4705062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50311 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -4705059.500000 Penalty: 5461.173828
	Iteration 27Q: 3 clusters Score -4705060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50305 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -4705064.000000 Penalty: 5461.173828
	Iteration 28Q: 3 clusters Score -4705064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50301 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -4705068.000000 Penalty: 5461.173828
	Iteration 29Q: 3 clusters Score -4705068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50296 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -4705070.000000 Penalty: 5461.173828
	Iteration 30Q: 3 clusters Score -4705070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50292 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -4705071.000000 Penalty: 5461.173828
	Iteration 31Q: 3 clusters Score -4705071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50289 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -4705069.500000 Penalty: 5461.173828
	Iteration 32Q: 3 clusters Score -4705070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50287 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -4705065.000000 Penalty: 5461.173828
	Iteration 33Q: 3 clusters Score -4705065 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50282 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -4705069.500000 Penalty: 5461.173828
	Iteration 34Q: 3 clusters Score -4705070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50281 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -4705070.000000 Penalty: 5461.173828
	Iteration 35Q: 3 clusters Score -4705070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50282 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -4705073.000000 Penalty: 5461.173828
	Iteration 36Q: 3 clusters Score -4705073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50285 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -4705075.000000 Penalty: 5461.173828
	Iteration 37Q: 3 clusters Score -4705075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50287 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -4705075.500000 Penalty: 5461.173828
	Iteration 38Q: 3 clusters Score -4705076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50287 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -4705075.500000 Penalty: 5461.173828
	Iteration 39F: 3 clusters Score -4705076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74967 members 
Mstep: Class 2 contains 24210 members 
Mstep: Class 3 contains 3377 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 86242 members 
Mstep: Class 6 contains 154081 members 
Mstep: Class 7 contains 8598 members 
Mstep: Class 8 contains 8386 members 
Mstep: Class 9 contains 75645 members 
Mstep: Class 10 contains 65032 members 
Mstep: Class 11 contains 6380 members 
Mstep: Class 12 contains 50287 members 
Mstep: Class 13 contains 5827 members 
Mstep: Class 14 contains 20816 members 
Mstep: Class 15 contains 17026 members 
Mstep: Class 16 contains 14275 members 
Mstep: Class 17 contains 37885 members 
Mstep: Class 18 contains 3241 members 
Mstep: Class 19 contains 5634 members 
Mstep: Class 20 contains 11834 members 
Mstep: Class 21 contains 9879 members 
Mstep: Class 22 contains 9982 members 
Mstep: Class 23 contains 28773 members 
Mstep: Class 24 contains 536012 members 
Mstep: Class 25 contains 61447 members 
Mstep: Class 26 contains 6890 members 
Mstep: Class 27 contains 3458 members 
Mstep: Class 28 contains 69555 members 
Mstep: Class 29 contains 5908 members 
Mstep: Class 30 contains 15917 members 
Mstep: Class 31 contains 3308 members 
Mstep: Class 32 contains 21699 members 
Mstep: Class 33 contains 2733 members 
Mstep: Class 34 contains 10215 members 
Entering Unmasked Estep 
Score: -111983728.000000 Penalty: 119701.210938
Splitting cluster 12 changes total score from -111984040.000000 to -111983728.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (5827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Entering Unmasked Estep 
Score: -458342.343750 Penalty: 2150.223877
	Iteration 0F: 2 clusters Score -458342.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -453305.500000 Penalty: 4300.447754
	Iteration 0F: 3 clusters Score -453305.5 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -454584.906250 Penalty: 4300.447754
	Iteration 1F: 3 clusters Score -454584.9 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -454909.687500 Penalty: 4300.447754
	Iteration 2F: 3 clusters Score -454909.7 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -455156.875000 Penalty: 4300.447754
	Iteration 3F: 3 clusters Score -455156.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -455385.562500 Penalty: 4300.447754
	Iteration 4F: 3 clusters Score -455385.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -455614.250000 Penalty: 4300.447754
	Iteration 5F: 3 clusters Score -455614.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -455825.062500 Penalty: 4300.447754
	Iteration 6Q: 3 clusters Score -455825.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -455992.187500 Penalty: 4300.447754
	Iteration 7Q: 3 clusters Score -455992.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -456102.718750 Penalty: 4300.447754
	Iteration 8Q: 3 clusters Score -456102.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -456198.843750 Penalty: 4300.447754
	Iteration 9Q: 3 clusters Score -456198.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -456276.375000 Penalty: 4300.447754
	Iteration 10Q: 3 clusters Score -456276.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -456352.406250 Penalty: 4300.447754
	Iteration 11Q: 3 clusters Score -456352.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -456431.343750 Penalty: 4300.447754
	Iteration 12Q: 3 clusters Score -456431.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -456483.312500 Penalty: 4300.447754
	Iteration 13Q: 3 clusters Score -456483.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -456517.843750 Penalty: 4300.447754
	Iteration 14Q: 3 clusters Score -456517.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -456553.250000 Penalty: 4300.447754
	Iteration 15Q: 3 clusters Score -456553.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -456578.312500 Penalty: 4300.447754
	Iteration 16Q: 3 clusters Score -456578.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -456608.093750 Penalty: 4300.447754
	Iteration 17Q: 3 clusters Score -456608.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -456630.531250 Penalty: 4300.447754
	Iteration 18Q: 3 clusters Score -456630.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -456644.875000 Penalty: 4300.447754
	Iteration 19Q: 3 clusters Score -456644.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -456660.562500 Penalty: 4300.447754
	Iteration 20F: 3 clusters Score -456660.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -456670.281250 Penalty: 4300.447754
	Iteration 21Q: 3 clusters Score -456670.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -456679.687500 Penalty: 4300.447754
	Iteration 22Q: 3 clusters Score -456679.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -456690.156250 Penalty: 4300.447754
	Iteration 23Q: 3 clusters Score -456690.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -456693.500000 Penalty: 4300.447754
	Iteration 24Q: 3 clusters Score -456693.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -456694.562500 Penalty: 4300.447754
	Iteration 25Q: 3 clusters Score -456694.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -456695.625000 Penalty: 4300.447754
	Iteration 26Q: 3 clusters Score -456695.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -456695.812500 Penalty: 4300.447754
	Iteration 27Q: 3 clusters Score -456695.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -456698.000000 Penalty: 4300.447754
	Iteration 28Q: 3 clusters Score -456698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -456701.562500 Penalty: 4300.447754
	Iteration 29Q: 3 clusters Score -456701.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -456702.625000 Penalty: 4300.447754
	Iteration 30Q: 3 clusters Score -456702.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -456704.000000 Penalty: 4300.447754
	Iteration 31Q: 3 clusters Score -456704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -456705.468750 Penalty: 4300.447754
	Iteration 32Q: 3 clusters Score -456705.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -456705.468750 Penalty: 4300.447754
	Iteration 33F: 3 clusters Score -456705.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (20816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20816 members 
Entering Unmasked Estep 
Score: -1440690.750000 Penalty: 2465.982422
	Iteration 0F: 2 clusters Score -1440691 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -1426178.125000 Penalty: 4931.964844
	Iteration 0F: 3 clusters Score -1426178 nChanged 9200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -1431818.250000 Penalty: 4931.964844
	Iteration 1F: 3 clusters Score -1431818 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -1432864.625000 Penalty: 4931.964844
	Iteration 2F: 3 clusters Score -1432865 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -1433870.375000 Penalty: 4931.964844
	Iteration 3F: 3 clusters Score -1433870 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -1434818.875000 Penalty: 4931.964844
	Iteration 4F: 3 clusters Score -1434819 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -1435753.875000 Penalty: 4931.964844
	Iteration 5F: 3 clusters Score -1435754 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -1436714.000000 Penalty: 4931.964844
	Iteration 6F: 3 clusters Score -1436714 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -1437583.000000 Penalty: 4931.964844
	Iteration 7F: 3 clusters Score -1437583 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -1438354.750000 Penalty: 4931.964844
	Iteration 8F: 3 clusters Score -1438355 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -1438882.625000 Penalty: 4931.964844
	Iteration 9Q: 3 clusters Score -1438883 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -1439235.750000 Penalty: 4931.964844
	Iteration 10Q: 3 clusters Score -1439236 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -1439502.000000 Penalty: 4931.964844
	Iteration 11Q: 3 clusters Score -1439502 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -1439716.375000 Penalty: 4931.964844
	Iteration 12Q: 3 clusters Score -1439716 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
Score: -1439955.125000 Penalty: 4931.964844
	Iteration 13Q: 3 clusters Score -1439955 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 16402 members 
Entering Unmasked Estep 
Score: -1440260.500000 Penalty: 4931.964844
	Iteration 14Q: 3 clusters Score -1440260 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 16775 members 
Entering Unmasked Estep 
Score: -1440558.000000 Penalty: 4931.964844
	Iteration 15Q: 3 clusters Score -1440558 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 17094 members 
Entering Unmasked Estep 
Score: -1440794.250000 Penalty: 4931.964844
	Iteration 16Q: 3 clusters Score -1440794 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 17339 members 
Entering Unmasked Estep 
Score: -1440958.625000 Penalty: 4931.964844
	Iteration 17Q: 3 clusters Score -1440959 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 17524 members 
Entering Unmasked Estep 
Score: -1441045.000000 Penalty: 4931.964844
	Iteration 18Q: 3 clusters Score -1441045 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 17678 members 
Entering Unmasked Estep 
Score: -1441121.000000 Penalty: 4931.964844
	Iteration 19Q: 3 clusters Score -1441121 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 17796 members 
Entering Unmasked Estep 
Score: -1441161.250000 Penalty: 4931.964844
	Iteration 20F: 3 clusters Score -1441161 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 17910 members 
Entering Unmasked Estep 
Score: -1441216.625000 Penalty: 4931.964844
	Iteration 21Q: 3 clusters Score -1441217 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 18007 members 
Entering Unmasked Estep 
Score: -1441259.625000 Penalty: 4931.964844
	Iteration 22Q: 3 clusters Score -1441260 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 18084 members 
Entering Unmasked Estep 
Score: -1441295.375000 Penalty: 4931.964844
	Iteration 23Q: 3 clusters Score -1441295 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 18150 members 
Entering Unmasked Estep 
Score: -1441309.500000 Penalty: 4931.964844
	Iteration 24Q: 3 clusters Score -1441310 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 18210 members 
Entering Unmasked Estep 
Score: -1441329.000000 Penalty: 4931.964844
	Iteration 25Q: 3 clusters Score -1441329 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 18250 members 
Entering Unmasked Estep 
Score: -1441338.000000 Penalty: 4931.964844
	Iteration 26Q: 3 clusters Score -1441338 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 18281 members 
Entering Unmasked Estep 
Score: -1441347.625000 Penalty: 4931.964844
	Iteration 27Q: 3 clusters Score -1441348 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 18301 members 
Entering Unmasked Estep 
Score: -1441354.000000 Penalty: 4931.964844
	Iteration 28Q: 3 clusters Score -1441354 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 18322 members 
Entering Unmasked Estep 
Score: -1441362.375000 Penalty: 4931.964844
	Iteration 29Q: 3 clusters Score -1441362 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 18339 members 
Entering Unmasked Estep 
Score: -1441370.500000 Penalty: 4931.964844
	Iteration 30Q: 3 clusters Score -1441370 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 18355 members 
Entering Unmasked Estep 
Score: -1441372.000000 Penalty: 4931.964844
	Iteration 31Q: 3 clusters Score -1441372 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 18365 members 
Entering Unmasked Estep 
Score: -1441371.250000 Penalty: 4931.964844
	Iteration 32Q: 3 clusters Score -1441371 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 18378 members 
Entering Unmasked Estep 
Score: -1441373.750000 Penalty: 4931.964844
	Iteration 33Q: 3 clusters Score -1441374 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 18386 members 
Entering Unmasked Estep 
Score: -1441372.875000 Penalty: 4931.964844
	Iteration 34Q: 3 clusters Score -1441373 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 18390 members 
Entering Unmasked Estep 
Score: -1441375.875000 Penalty: 4931.964844
	Iteration 35Q: 3 clusters Score -1441376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 18391 members 
Entering Unmasked Estep 
Score: -1441377.000000 Penalty: 4931.964844
	Iteration 36Q: 3 clusters Score -1441377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 18393 members 
Entering Unmasked Estep 
Score: -1441376.000000 Penalty: 4931.964844
	Iteration 37Q: 3 clusters Score -1441376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 18395 members 
Entering Unmasked Estep 
Score: -1441377.250000 Penalty: 4931.964844
	Iteration 38Q: 3 clusters Score -1441377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 18396 members 
Entering Unmasked Estep 
Score: -1441376.625000 Penalty: 4931.964844
	Iteration 39Q: 3 clusters Score -1441377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
Score: -1441378.375000 Penalty: 4931.964844
	Iteration 40F: 3 clusters Score -1441378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74967 members 
Mstep: Class 2 contains 24210 members 
Mstep: Class 3 contains 3377 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 86242 members 
Mstep: Class 6 contains 154081 members 
Mstep: Class 7 contains 8598 members 
Mstep: Class 8 contains 8386 members 
Mstep: Class 9 contains 75645 members 
Mstep: Class 10 contains 65032 members 
Mstep: Class 11 contains 6380 members 
Mstep: Class 12 contains 60502 members 
Mstep: Class 13 contains 5827 members 
Mstep: Class 14 contains 2419 members 
Mstep: Class 15 contains 17026 members 
Mstep: Class 16 contains 14275 members 
Mstep: Class 17 contains 37885 members 
Mstep: Class 18 contains 3241 members 
Mstep: Class 19 contains 5634 members 
Mstep: Class 20 contains 11834 members 
Mstep: Class 21 contains 9879 members 
Mstep: Class 22 contains 9982 members 
Mstep: Class 23 contains 28773 members 
Mstep: Class 24 contains 536012 members 
Mstep: Class 25 contains 61447 members 
Mstep: Class 26 contains 6890 members 
Mstep: Class 27 contains 3458 members 
Mstep: Class 28 contains 69555 members 
Mstep: Class 29 contains 5908 members 
Mstep: Class 30 contains 15917 members 
Mstep: Class 31 contains 3308 members 
Mstep: Class 32 contains 21699 members 
Mstep: Class 33 contains 2733 members 
Mstep: Class 34 contains 18397 members 
Entering Unmasked Estep 
Score: -111983848.000000 Penalty: 119701.210938
Splitting cluster 14 changes total score from -111984040.000000 to -111983848.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (17026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17026 members 
Entering Unmasked Estep 
Score: -1350691.875000 Penalty: 2416.139160
	Iteration 0F: 2 clusters Score -1350692 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -1338586.125000 Penalty: 4832.278320
	Iteration 0F: 3 clusters Score -1338586 nChanged 7384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1342503.125000 Penalty: 4832.278320
	Iteration 1F: 3 clusters Score -1342503 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -1342892.750000 Penalty: 4832.278320
	Iteration 2F: 3 clusters Score -1342893 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -1343206.375000 Penalty: 4832.278320
	Iteration 3Q: 3 clusters Score -1343206 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -1343495.375000 Penalty: 4832.278320
	Iteration 4Q: 3 clusters Score -1343495 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -1343780.875000 Penalty: 4832.278320
	Iteration 5Q: 3 clusters Score -1343781 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -1344111.000000 Penalty: 4832.278320
	Iteration 6Q: 3 clusters Score -1344111 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -1344511.250000 Penalty: 4832.278320
	Iteration 7Q: 3 clusters Score -1344511 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -1345070.375000 Penalty: 4832.278320
	Iteration 8Q: 3 clusters Score -1345070 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -1345781.000000 Penalty: 4832.278320
	Iteration 9F: 3 clusters Score -1345781 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -1346566.375000 Penalty: 4832.278320
	Iteration 10F: 3 clusters Score -1346566 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -1347173.500000 Penalty: 4832.278320
	Iteration 11F: 3 clusters Score -1347174 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -1347668.875000 Penalty: 4832.278320
	Iteration 12Q: 3 clusters Score -1347669 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -1348083.875000 Penalty: 4832.278320
	Iteration 13Q: 3 clusters Score -1348084 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -1348386.875000 Penalty: 4832.278320
	Iteration 14Q: 3 clusters Score -1348387 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -1348560.625000 Penalty: 4832.278320
	Iteration 15Q: 3 clusters Score -1348561 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -1348685.500000 Penalty: 4832.278320
	Iteration 16Q: 3 clusters Score -1348686 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -1348757.375000 Penalty: 4832.278320
	Iteration 17Q: 3 clusters Score -1348757 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -1348808.625000 Penalty: 4832.278320
	Iteration 18Q: 3 clusters Score -1348809 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -1348850.750000 Penalty: 4832.278320
	Iteration 19Q: 3 clusters Score -1348851 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -1348894.375000 Penalty: 4832.278320
	Iteration 20F: 3 clusters Score -1348894 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -1348928.000000 Penalty: 4832.278320
	Iteration 21Q: 3 clusters Score -1348928 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -1348967.500000 Penalty: 4832.278320
	Iteration 22Q: 3 clusters Score -1348968 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -1349003.375000 Penalty: 4832.278320
	Iteration 23Q: 3 clusters Score -1349003 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -1349036.250000 Penalty: 4832.278320
	Iteration 24Q: 3 clusters Score -1349036 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -1349061.625000 Penalty: 4832.278320
	Iteration 25Q: 3 clusters Score -1349062 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -1349093.000000 Penalty: 4832.278320
	Iteration 26Q: 3 clusters Score -1349093 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -1349123.125000 Penalty: 4832.278320
	Iteration 27Q: 3 clusters Score -1349123 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1349149.250000 Penalty: 4832.278320
	Iteration 28Q: 3 clusters Score -1349149 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1349176.875000 Penalty: 4832.278320
	Iteration 29Q: 3 clusters Score -1349177 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -1349198.000000 Penalty: 4832.278320
	Iteration 30Q: 3 clusters Score -1349198 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -1349218.125000 Penalty: 4832.278320
	Iteration 31Q: 3 clusters Score -1349218 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -1349234.500000 Penalty: 4832.278320
	Iteration 32Q: 3 clusters Score -1349234 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -1349251.375000 Penalty: 4832.278320
	Iteration 33Q: 3 clusters Score -1349251 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -1349259.875000 Penalty: 4832.278320
	Iteration 34Q: 3 clusters Score -1349260 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1349268 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1349283 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1349300 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1349314 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -1349333.750000 Penalty: 4832.278320
	Iteration 39Q: 3 clusters Score -1349334 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1349345.750000 Penalty: 4832.278320
	Iteration 40F: 3 clusters Score -1349346 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1349358 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1349369 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1349383.625000 Penalty: 4832.278320
	Iteration 43Q: 3 clusters Score -1349384 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -1349399.750000 Penalty: 4832.278320
	Iteration 44Q: 3 clusters Score -1349400 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1349406.125000 Penalty: 4832.278320
	Iteration 45Q: 3 clusters Score -1349406 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1349413.500000 Penalty: 4832.278320
	Iteration 46Q: 3 clusters Score -1349414 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1349427.250000 Penalty: 4832.278320
	Iteration 47Q: 3 clusters Score -1349427 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1349435.625000 Penalty: 4832.278320
	Iteration 48Q: 3 clusters Score -1349436 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -1349450.750000 Penalty: 4832.278320
	Iteration 49Q: 3 clusters Score -1349451 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1349467.625000 Penalty: 4832.278320
	Iteration 50Q: 3 clusters Score -1349468 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1349473.500000 Penalty: 4832.278320
	Iteration 51Q: 3 clusters Score -1349474 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1349487 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1349502.000000 Penalty: 4832.278320
	Iteration 53Q: 3 clusters Score -1349502 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1349524.125000 Penalty: 4832.278320
	Iteration 54Q: 3 clusters Score -1349524 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -1349539.250000 Penalty: 4832.278320
	Iteration 55Q: 3 clusters Score -1349539 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1349568 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1349595.375000 Penalty: 4832.278320
	Iteration 57Q: 3 clusters Score -1349595 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -1349638.500000 Penalty: 4832.278320
	Iteration 58Q: 3 clusters Score -1349638 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1349676.625000 Penalty: 4832.278320
	Iteration 59Q: 3 clusters Score -1349677 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1349717.250000 Penalty: 4832.278320
	Iteration 60F: 3 clusters Score -1349717 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1349767 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1349815 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1349858 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1349902 nChanged 123
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1349930 nChanged 126
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Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1349968 nChanged 118
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1349998 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1350024.875000 Penalty: 4832.278320
	Iteration 68Q: 3 clusters Score -1350025 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1350046.375000 Penalty: 4832.278320
	Iteration 69Q: 3 clusters Score -1350046 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1350064.625000 Penalty: 4832.278320
	Iteration 70Q: 3 clusters Score -1350065 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1350073.625000 Penalty: 4832.278320
	Iteration 71Q: 3 clusters Score -1350074 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1350089.250000 Penalty: 4832.278320
	Iteration 72Q: 3 clusters Score -1350089 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1350100.125000 Penalty: 4832.278320
	Iteration 73Q: 3 clusters Score -1350100 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1350107.875000 Penalty: 4832.278320
	Iteration 74Q: 3 clusters Score -1350108 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1350118.625000 Penalty: 4832.278320
	Iteration 75Q: 3 clusters Score -1350119 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1350125.125000 Penalty: 4832.278320
	Iteration 76Q: 3 clusters Score -1350125 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1350133.625000 Penalty: 4832.278320
	Iteration 77Q: 3 clusters Score -1350134 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1350138.000000 Penalty: 4832.278320
	Iteration 78Q: 3 clusters Score -1350138 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1350141.750000 Penalty: 4832.278320
	Iteration 79Q: 3 clusters Score -1350142 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1350151.000000 Penalty: 4832.278320
	Iteration 80F: 3 clusters Score -1350151 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1350157.500000 Penalty: 4832.278320
	Iteration 81Q: 3 clusters Score -1350158 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1350161.000000 Penalty: 4832.278320
	Iteration 82Q: 3 clusters Score -1350161 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1350167.750000 Penalty: 4832.278320
	Iteration 83Q: 3 clusters Score -1350168 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1350171.125000 Penalty: 4832.278320
	Iteration 84Q: 3 clusters Score -1350171 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1350175.250000 Penalty: 4832.278320
	Iteration 85Q: 3 clusters Score -1350175 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1350181.625000 Penalty: 4832.278320
	Iteration 86Q: 3 clusters Score -1350182 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1350184.625000 Penalty: 4832.278320
	Iteration 87Q: 3 clusters Score -1350185 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1350181.625000 Penalty: 4832.278320
	Iteration 88Q: 3 clusters Score -1350182 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1350188.875000 Penalty: 4832.278320
	Iteration 89Q: 3 clusters Score -1350189 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1350195.000000 Penalty: 4832.278320
	Iteration 90Q: 3 clusters Score -1350195 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1350194.875000 Penalty: 4832.278320
	Iteration 91Q: 3 clusters Score -1350195 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1350200.250000 Penalty: 4832.278320
	Iteration 92Q: 3 clusters Score -1350200 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1350204.250000 Penalty: 4832.278320
	Iteration 93Q: 3 clusters Score -1350204 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1350207.500000 Penalty: 4832.278320
	Iteration 94Q: 3 clusters Score -1350208 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1350212.875000 Penalty: 4832.278320
	Iteration 95Q: 3 clusters Score -1350213 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1350216.375000 Penalty: 4832.278320
	Iteration 96Q: 3 clusters Score -1350216 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1350222.125000 Penalty: 4832.278320
	Iteration 97Q: 3 clusters Score -1350222 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1350225.375000 Penalty: 4832.278320
	Iteration 98Q: 3 clusters Score -1350225 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1350225.625000 Penalty: 4832.278320
	Iteration 99Q: 3 clusters Score -1350226 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1350225.750000 Penalty: 4832.278320
	Iteration 100F: 3 clusters Score -1350226 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1350227.375000 Penalty: 4832.278320
	Iteration 101Q: 3 clusters Score -1350227 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1350233.375000 Penalty: 4832.278320
	Iteration 102Q: 3 clusters Score -1350233 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1350231.750000 Penalty: 4832.278320
	Iteration 103Q: 3 clusters Score -1350232 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1350236.125000 Penalty: 4832.278320
	Iteration 104Q: 3 clusters Score -1350236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1350236.250000 Penalty: 4832.278320
	Iteration 105Q: 3 clusters Score -1350236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1350235.500000 Penalty: 4832.278320
	Iteration 106Q: 3 clusters Score -1350236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1350237.375000 Penalty: 4832.278320
	Iteration 107Q: 3 clusters Score -1350237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1350236.500000 Penalty: 4832.278320
	Iteration 108Q: 3 clusters Score -1350236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1350237.625000 Penalty: 4832.278320
	Iteration 109Q: 3 clusters Score -1350238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1350237.625000 Penalty: 4832.278320
	Iteration 110Q: 3 clusters Score -1350238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1350237.375000 Penalty: 4832.278320
	Iteration 111Q: 3 clusters Score -1350237 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1350240.250000 Penalty: 4832.278320
	Iteration 112Q: 3 clusters Score -1350240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1350240.125000 Penalty: 4832.278320
	Iteration 113Q: 3 clusters Score -1350240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1350240.375000 Penalty: 4832.278320
	Iteration 114Q: 3 clusters Score -1350240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1350240.625000 Penalty: 4832.278320
	Iteration 115Q: 3 clusters Score -1350241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1350239.500000 Penalty: 4832.278320
	Iteration 116Q: 3 clusters Score -1350240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1350239.500000 Penalty: 4832.278320
	Iteration 117F: 3 clusters Score -1350240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (14275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Entering Unmasked Estep 
Score: -1073360.625000 Penalty: 2372.433838
	Iteration 0F: 2 clusters Score -1073361 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -1062981.000000 Penalty: 4744.867676
	Iteration 0F: 3 clusters Score -1062981 nChanged 6110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1066349.875000 Penalty: 4744.867676
	Iteration 1F: 3 clusters Score -1066350 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1066774.375000 Penalty: 4744.867676
	Iteration 2F: 3 clusters Score -1066774 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1067102.375000 Penalty: 4744.867676
	Iteration 3F: 3 clusters Score -1067102 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1067410.875000 Penalty: 4744.867676
	Iteration 4Q: 3 clusters Score -1067411 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1067709.500000 Penalty: 4744.867676
	Iteration 5Q: 3 clusters Score -1067710 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1067998.750000 Penalty: 4744.867676
	Iteration 6Q: 3 clusters Score -1067999 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1068291.750000 Penalty: 4744.867676
	Iteration 7Q: 3 clusters Score -1068292 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1068644.000000 Penalty: 4744.867676
	Iteration 8Q: 3 clusters Score -1068644 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1068961.625000 Penalty: 4744.867676
	Iteration 9Q: 3 clusters Score -1068962 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1069238.500000 Penalty: 4744.867676
	Iteration 10Q: 3 clusters Score -1069238 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1069496.000000 Penalty: 4744.867676
	Iteration 11Q: 3 clusters Score -1069496 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -1069692.375000 Penalty: 4744.867676
	Iteration 12Q: 3 clusters Score -1069692 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1069851.375000 Penalty: 4744.867676
	Iteration 13Q: 3 clusters Score -1069851 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1069979.000000 Penalty: 4744.867676
	Iteration 14Q: 3 clusters Score -1069979 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1070078.750000 Penalty: 4744.867676
	Iteration 15Q: 3 clusters Score -1070079 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -1070161.875000 Penalty: 4744.867676
	Iteration 16Q: 3 clusters Score -1070162 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -1070216.750000 Penalty: 4744.867676
	Iteration 17Q: 3 clusters Score -1070217 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -1070255.125000 Penalty: 4744.867676
	Iteration 18Q: 3 clusters Score -1070255 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -1070285.500000 Penalty: 4744.867676
	Iteration 19Q: 3 clusters Score -1070286 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -1070319.250000 Penalty: 4744.867676
	Iteration 20F: 3 clusters Score -1070319 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -1070335.625000 Penalty: 4744.867676
	Iteration 21Q: 3 clusters Score -1070336 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -1070358.125000 Penalty: 4744.867676
	Iteration 22Q: 3 clusters Score -1070358 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -1070387.000000 Penalty: 4744.867676
	Iteration 23Q: 3 clusters Score -1070387 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -1070422.375000 Penalty: 4744.867676
	Iteration 24Q: 3 clusters Score -1070422 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -1070458.125000 Penalty: 4744.867676
	Iteration 25Q: 3 clusters Score -1070458 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -1070502.000000 Penalty: 4744.867676
	Iteration 26Q: 3 clusters Score -1070502 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -1070539.875000 Penalty: 4744.867676
	Iteration 27Q: 3 clusters Score -1070540 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -1070577.750000 Penalty: 4744.867676
	Iteration 28Q: 3 clusters Score -1070578 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -1070626.875000 Penalty: 4744.867676
	Iteration 29Q: 3 clusters Score -1070627 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -1070672.000000 Penalty: 4744.867676
	Iteration 30Q: 3 clusters Score -1070672 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -1070715.250000 Penalty: 4744.867676
	Iteration 31Q: 3 clusters Score -1070715 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -1070753.750000 Penalty: 4744.867676
	Iteration 32Q: 3 clusters Score -1070754 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -1070788.375000 Penalty: 4744.867676
	Iteration 33Q: 3 clusters Score -1070788 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -1070834.375000 Penalty: 4744.867676
	Iteration 34Q: 3 clusters Score -1070834 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -1070881.250000 Penalty: 4744.867676
	Iteration 35Q: 3 clusters Score -1070881 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -1070928.625000 Penalty: 4744.867676
	Iteration 36Q: 3 clusters Score -1070929 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -1070966.500000 Penalty: 4744.867676
	Iteration 37Q: 3 clusters Score -1070966 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -1070994.875000 Penalty: 4744.867676
	Iteration 38Q: 3 clusters Score -1070995 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -1071028.375000 Penalty: 4744.867676
	Iteration 39Q: 3 clusters Score -1071028 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -1071049.875000 Penalty: 4744.867676
	Iteration 40F: 3 clusters Score -1071050 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -1071068.125000 Penalty: 4744.867676
	Iteration 41Q: 3 clusters Score -1071068 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -1071096.250000 Penalty: 4744.867676
	Iteration 42Q: 3 clusters Score -1071096 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -1071119.000000 Penalty: 4744.867676
	Iteration 43Q: 3 clusters Score -1071119 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -1071147.000000 Penalty: 4744.867676
	Iteration 44Q: 3 clusters Score -1071147 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -1071167.500000 Penalty: 4744.867676
	Iteration 45Q: 3 clusters Score -1071168 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -1071191.375000 Penalty: 4744.867676
	Iteration 46Q: 3 clusters Score -1071191 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -1071216.500000 Penalty: 4744.867676
	Iteration 47Q: 3 clusters Score -1071216 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -1071239.375000 Penalty: 4744.867676
	Iteration 48Q: 3 clusters Score -1071239 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -1071263.125000 Penalty: 4744.867676
	Iteration 49Q: 3 clusters Score -1071263 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -1071286.625000 Penalty: 4744.867676
	Iteration 50Q: 3 clusters Score -1071287 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -1071314.625000 Penalty: 4744.867676
	Iteration 51Q: 3 clusters Score -1071315 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -1071337.500000 Penalty: 4744.867676
	Iteration 52Q: 3 clusters Score -1071338 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -1071362.125000 Penalty: 4744.867676
	Iteration 53Q: 3 clusters Score -1071362 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -1071395.125000 Penalty: 4744.867676
	Iteration 54Q: 3 clusters Score -1071395 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -1071431.625000 Penalty: 4744.867676
	Iteration 55Q: 3 clusters Score -1071432 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -1071473.125000 Penalty: 4744.867676
	Iteration 56Q: 3 clusters Score -1071473 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -1071525.750000 Penalty: 4744.867676
	Iteration 57Q: 3 clusters Score -1071526 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -1071576.250000 Penalty: 4744.867676
	Iteration 58Q: 3 clusters Score -1071576 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -1071619.125000 Penalty: 4744.867676
	Iteration 59Q: 3 clusters Score -1071619 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -1071667.500000 Penalty: 4744.867676
	Iteration 60F: 3 clusters Score -1071668 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -1071711.375000 Penalty: 4744.867676
	Iteration 61Q: 3 clusters Score -1071711 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -1071746.625000 Penalty: 4744.867676
	Iteration 62Q: 3 clusters Score -1071747 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -1071780.250000 Penalty: 4744.867676
	Iteration 63Q: 3 clusters Score -1071780 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -1071805.625000 Penalty: 4744.867676
	Iteration 64Q: 3 clusters Score -1071806 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -1071829.875000 Penalty: 4744.867676
	Iteration 65Q: 3 clusters Score -1071830 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -1071848.875000 Penalty: 4744.867676
	Iteration 66Q: 3 clusters Score -1071849 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -1071868.250000 Penalty: 4744.867676
	Iteration 67Q: 3 clusters Score -1071868 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -1071883.625000 Penalty: 4744.867676
	Iteration 68Q: 3 clusters Score -1071884 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -1071897.750000 Penalty: 4744.867676
	Iteration 69Q: 3 clusters Score -1071898 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -1071915.500000 Penalty: 4744.867676
	Iteration 70Q: 3 clusters Score -1071916 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -1071926.750000 Penalty: 4744.867676
	Iteration 71Q: 3 clusters Score -1071927 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -1071944.000000 Penalty: 4744.867676
	Iteration 72Q: 3 clusters Score -1071944 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -1071967.125000 Penalty: 4744.867676
	Iteration 73Q: 3 clusters Score -1071967 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -1071984.750000 Penalty: 4744.867676
	Iteration 74Q: 3 clusters Score -1071985 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -1071999.250000 Penalty: 4744.867676
	Iteration 75Q: 3 clusters Score -1071999 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -1072005.250000 Penalty: 4744.867676
	Iteration 76Q: 3 clusters Score -1072005 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -1072013.250000 Penalty: 4744.867676
	Iteration 77Q: 3 clusters Score -1072013 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -1072022.875000 Penalty: 4744.867676
	Iteration 78Q: 3 clusters Score -1072023 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -1072030.125000 Penalty: 4744.867676
	Iteration 79Q: 3 clusters Score -1072030 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -1072038.625000 Penalty: 4744.867676
	Iteration 80F: 3 clusters Score -1072039 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -1072043.625000 Penalty: 4744.867676
	Iteration 81Q: 3 clusters Score -1072044 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -1072045.625000 Penalty: 4744.867676
	Iteration 82Q: 3 clusters Score -1072046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -1072049.500000 Penalty: 4744.867676
	Iteration 83Q: 3 clusters Score -1072050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -1072050.375000 Penalty: 4744.867676
	Iteration 84Q: 3 clusters Score -1072050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -1072051.875000 Penalty: 4744.867676
	Iteration 85Q: 3 clusters Score -1072052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -1072051.875000 Penalty: 4744.867676
	Iteration 86Q: 3 clusters Score -1072052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -1072052.000000 Penalty: 4744.867676
	Iteration 87Q: 3 clusters Score -1072052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -1072052.000000 Penalty: 4744.867676
	Iteration 88F: 3 clusters Score -1072052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (37885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37885 members 
Entering Unmasked Estep 
Score: -2954437.250000 Penalty: 2614.493164
	Iteration 0F: 2 clusters Score -2954437 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18935 members 
Mstep: Class 2 contains 18950 members 
Entering Unmasked Estep 
Score: -2928577.000000 Penalty: 5228.986328
	Iteration 0F: 3 clusters Score -2928577 nChanged 17303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19286 members 
Mstep: Class 2 contains 18599 members 
Entering Unmasked Estep 
Score: -2938264.500000 Penalty: 5228.986328
	Iteration 1F: 3 clusters Score -2938264 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19458 members 
Mstep: Class 2 contains 18427 members 
Entering Unmasked Estep 
Score: -2938896.000000 Penalty: 5228.986328
	Iteration 2Q: 3 clusters Score -2938896 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19697 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -2939562.250000 Penalty: 5228.986328
	Iteration 3Q: 3 clusters Score -2939562 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19987 members 
Mstep: Class 2 contains 17898 members 
Entering Unmasked Estep 
Score: -2940304.750000 Penalty: 5228.986328
	Iteration 4Q: 3 clusters Score -2940305 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20373 members 
Mstep: Class 2 contains 17512 members 
Entering Unmasked Estep 
Score: -2941177.500000 Penalty: 5228.986328
	Iteration 5F: 3 clusters Score -2941178 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20868 members 
Mstep: Class 2 contains 17017 members 
Entering Unmasked Estep 
Score: -2942160.250000 Penalty: 5228.986328
	Iteration 6F: 3 clusters Score -2942160 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21468 members 
Mstep: Class 2 contains 16417 members 
Entering Unmasked Estep 
Score: -2943121.750000 Penalty: 5228.986328
	Iteration 7F: 3 clusters Score -2943122 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22111 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -2944141.500000 Penalty: 5228.986328
	Iteration 8Q: 3 clusters Score -2944142 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22743 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -2945186.250000 Penalty: 5228.986328
	Iteration 9Q: 3 clusters Score -2945186 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23283 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -2946008.500000 Penalty: 5228.986328
	Iteration 10Q: 3 clusters Score -2946008 nChanged 1383
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23730 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -2946673.000000 Penalty: 5228.986328
	Iteration 11Q: 3 clusters Score -2946673 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24127 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -2947210.000000 Penalty: 5228.986328
	Iteration 12Q: 3 clusters Score -2947210 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24486 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -2947632.750000 Penalty: 5228.986328
	Iteration 13Q: 3 clusters Score -2947633 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24820 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -2947921.750000 Penalty: 5228.986328
	Iteration 14Q: 3 clusters Score -2947922 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25148 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -2948118.250000 Penalty: 5228.986328
	Iteration 15Q: 3 clusters Score -2948118 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25472 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -2948261.750000 Penalty: 5228.986328
	Iteration 16Q: 3 clusters Score -2948262 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25794 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -2948376.750000 Penalty: 5228.986328
	Iteration 17Q: 3 clusters Score -2948377 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26151 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -2948506.000000 Penalty: 5228.986328
	Iteration 18Q: 3 clusters Score -2948506 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26505 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -2948625.250000 Penalty: 5228.986328
	Iteration 19Q: 3 clusters Score -2948625 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26863 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -2948754.250000 Penalty: 5228.986328
	Iteration 20F: 3 clusters Score -2948754 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27209 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -2948877.750000 Penalty: 5228.986328
	Iteration 21Q: 3 clusters Score -2948878 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27580 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -2949013.250000 Penalty: 5228.986328
	Iteration 22Q: 3 clusters Score -2949013 nChanged 387
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27945 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -2949205.500000 Penalty: 5228.986328
	Iteration 23Q: 3 clusters Score -2949206 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28340 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -2949415.500000 Penalty: 5228.986328
	Iteration 24Q: 3 clusters Score -2949416 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28761 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -2949658.500000 Penalty: 5228.986328
	Iteration 25Q: 3 clusters Score -2949658 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29174 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -2949891.250000 Penalty: 5228.986328
	Iteration 26Q: 3 clusters Score -2949891 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29560 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -2950111.500000 Penalty: 5228.986328
	Iteration 27Q: 3 clusters Score -2950112 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29946 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -2950326.500000 Penalty: 5228.986328
	Iteration 28Q: 3 clusters Score -2950326 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30297 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -2950529.750000 Penalty: 5228.986328
	Iteration 29Q: 3 clusters Score -2950530 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30654 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -2950729.500000 Penalty: 5228.986328
	Iteration 30Q: 3 clusters Score -2950730 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31002 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -2950894 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31308 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -2951042.000000 Penalty: 5228.986328
	Iteration 32Q: 3 clusters Score -2951042 nChanged 315
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31569 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -2951147.500000 Penalty: 5228.986328
	Iteration 33Q: 3 clusters Score -2951148 nChanged 260
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31789 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -2951217.750000 Penalty: 5228.986328
	Iteration 34Q: 3 clusters Score -2951218 nChanged 230
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32001 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2951288 nChanged 230
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32215 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -2951359.250000 Penalty: 5228.986328
	Iteration 36Q: 3 clusters Score -2951359 nChanged 208
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32415 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -2951401.500000 Penalty: 5228.986328
	Iteration 37Q: 3 clusters Score -2951402 nChanged 202
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32611 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -2951462.250000 Penalty: 5228.986328
	Iteration 38Q: 3 clusters Score -2951462 nChanged 188
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32791 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -2951515.250000 Penalty: 5228.986328
	Iteration 39Q: 3 clusters Score -2951515 nChanged 205
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Mstep: Class 1 contains 32988 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -2951580.500000 Penalty: 5228.986328
	Iteration 40F: 3 clusters Score -2951580 nChanged 181
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Mstep: Class 1 contains 33157 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2951636 nChanged 195
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Mstep: Class 1 contains 33350 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2951711 nChanged 191
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Mstep: Class 1 contains 33535 members 
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Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2951771 nChanged 193
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33714 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -2951821.250000 Penalty: 5228.986328
	Iteration 44Q: 3 clusters Score -2951821 nChanged 201
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Mstep: Class 1 contains 33903 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2951887 nChanged 197
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Mstep: Class 1 contains 34092 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -2951942.000000 Penalty: 5228.986328
	Iteration 46Q: 3 clusters Score -2951942 nChanged 167
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Mstep: Class 1 contains 34255 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2951994 nChanged 163
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Mstep: Class 1 contains 34414 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2952046 nChanged 150
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Mstep: Class 1 contains 34558 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2952086 nChanged 135
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34691 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -2952122.750000 Penalty: 5228.986328
	Iteration 50Q: 3 clusters Score -2952123 nChanged 136
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34819 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -2952159.250000 Penalty: 5228.986328
	Iteration 51Q: 3 clusters Score -2952159 nChanged 118
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34929 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2952184 nChanged 114
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35037 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -2952241.500000 Penalty: 5228.986328
	Iteration 53Q: 3 clusters Score -2952242 nChanged 117
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35148 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -2952274.250000 Penalty: 5228.986328
	Iteration 54Q: 3 clusters Score -2952274 nChanged 125
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35269 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -2952302.500000 Penalty: 5228.986328
	Iteration 55Q: 3 clusters Score -2952302 nChanged 105
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35368 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2952329 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35457 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -2952364.250000 Penalty: 5228.986328
	Iteration 57Q: 3 clusters Score -2952364 nChanged 110
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35559 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -2952407.750000 Penalty: 5228.986328
	Iteration 58Q: 3 clusters Score -2952408 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35639 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2952437 nChanged 108
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Mstep: Class 1 contains 35731 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -2952493.500000 Penalty: 5228.986328
	Iteration 60F: 3 clusters Score -2952494 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35805 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -2952522.750000 Penalty: 5228.986328
	Iteration 61Q: 3 clusters Score -2952523 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35870 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -2952540.000000 Penalty: 5228.986328
	Iteration 62Q: 3 clusters Score -2952540 nChanged 73
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Mstep: Class 1 contains 35931 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2952559 nChanged 72
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Mstep: Class 1 contains 35993 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -2952588.750000 Penalty: 5228.986328
	Iteration 64Q: 3 clusters Score -2952589 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36051 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -2952618.250000 Penalty: 5228.986328
	Iteration 65Q: 3 clusters Score -2952618 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36111 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -2952638.000000 Penalty: 5228.986328
	Iteration 66Q: 3 clusters Score -2952638 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36161 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2952664 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36207 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2952687 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36262 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -2952718.500000 Penalty: 5228.986328
	Iteration 69Q: 3 clusters Score -2952718 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36313 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -2952736.500000 Penalty: 5228.986328
	Iteration 70Q: 3 clusters Score -2952736 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36367 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -2952752.500000 Penalty: 5228.986328
	Iteration 71Q: 3 clusters Score -2952752 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36417 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -2952794.500000 Penalty: 5228.986328
	Iteration 72Q: 3 clusters Score -2952794 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36463 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -2952814.250000 Penalty: 5228.986328
	Iteration 73Q: 3 clusters Score -2952814 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36505 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -2952841.250000 Penalty: 5228.986328
	Iteration 74Q: 3 clusters Score -2952841 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36550 members 
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Entering Unmasked Estep 
Score: -2952857.250000 Penalty: 5228.986328
	Iteration 75Q: 3 clusters Score -2952857 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36588 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -2952873.250000 Penalty: 5228.986328
	Iteration 76Q: 3 clusters Score -2952873 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36621 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -2952881.500000 Penalty: 5228.986328
	Iteration 77Q: 3 clusters Score -2952882 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36650 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -2952897.500000 Penalty: 5228.986328
	Iteration 78Q: 3 clusters Score -2952898 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36678 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -2952912.500000 Penalty: 5228.986328
	Iteration 79Q: 3 clusters Score -2952912 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36706 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -2952930.000000 Penalty: 5228.986328
	Iteration 80F: 3 clusters Score -2952930 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36736 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -2952948.750000 Penalty: 5228.986328
	Iteration 81Q: 3 clusters Score -2952949 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36765 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -2952967.000000 Penalty: 5228.986328
	Iteration 82Q: 3 clusters Score -2952967 nChanged 37
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Mstep: Class 1 contains 36788 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -2952994.500000 Penalty: 5228.986328
	Iteration 83Q: 3 clusters Score -2952994 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36815 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -2953009.000000 Penalty: 5228.986328
	Iteration 84Q: 3 clusters Score -2953009 nChanged 36
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Mstep: Class 1 contains 36835 members 
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Entering Unmasked Estep 
Score: -2953024.750000 Penalty: 5228.986328
	Iteration 85Q: 3 clusters Score -2953025 nChanged 34
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Mstep: Class 1 contains 36853 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2953047 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36872 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -2953086.000000 Penalty: 5228.986328
	Iteration 87Q: 3 clusters Score -2953086 nChanged 44
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Mstep: Class 1 contains 36902 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -2953110.500000 Penalty: 5228.986328
	Iteration 88Q: 3 clusters Score -2953110 nChanged 36
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Mstep: Class 1 contains 36926 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -2953133.250000 Penalty: 5228.986328
	Iteration 89Q: 3 clusters Score -2953133 nChanged 39
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Mstep: Class 1 contains 36949 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -2953168.250000 Penalty: 5228.986328
	Iteration 90Q: 3 clusters Score -2953168 nChanged 43
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Mstep: Class 1 contains 36958 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -2953197.750000 Penalty: 5228.986328
	Iteration 91Q: 3 clusters Score -2953198 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36974 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -2953212.750000 Penalty: 5228.986328
	Iteration 92Q: 3 clusters Score -2953213 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36987 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -2953227.500000 Penalty: 5228.986328
	Iteration 93Q: 3 clusters Score -2953228 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36991 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -2953230.500000 Penalty: 5228.986328
	Iteration 94Q: 3 clusters Score -2953230 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36991 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -2953240.500000 Penalty: 5228.986328
	Iteration 95Q: 3 clusters Score -2953240 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36990 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -2953241.750000 Penalty: 5228.986328
	Iteration 96Q: 3 clusters Score -2953242 nChanged 10
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Mstep: Class 1 contains 36992 members 
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Entering Unmasked Estep 
Score: -2953242.500000 Penalty: 5228.986328
	Iteration 97Q: 3 clusters Score -2953242 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36993 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2953246 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36995 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2953248 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36991 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -2953249.750000 Penalty: 5228.986328
	Iteration 100F: 3 clusters Score -2953250 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36994 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2953252.250000 Penalty: 5228.986328
	Iteration 101Q: 3 clusters Score -2953252 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36996 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -2953255.500000 Penalty: 5228.986328
	Iteration 102Q: 3 clusters Score -2953256 nChanged 1
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -2953256.750000 Penalty: 5228.986328
	Iteration 103Q: 3 clusters Score -2953257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36999 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -2953259.500000 Penalty: 5228.986328
	Iteration 104Q: 3 clusters Score -2953260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37000 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -2953260.000000 Penalty: 5228.986328
	Iteration 105Q: 3 clusters Score -2953260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37001 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -2953258.000000 Penalty: 5228.986328
	Iteration 106Q: 3 clusters Score -2953258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37002 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -2953255.750000 Penalty: 5228.986328
	Iteration 107Q: 3 clusters Score -2953256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37003 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -2953256.750000 Penalty: 5228.986328
	Iteration 108Q: 3 clusters Score -2953257 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37003 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -2953256.750000 Penalty: 5228.986328
	Iteration 109F: 3 clusters Score -2953257 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Entering Unmasked Estep 
Score: -275976.718750 Penalty: 2004.742065
	Iteration 0F: 2 clusters Score -275976.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -272522.937500 Penalty: 4009.484131
	Iteration 0F: 3 clusters Score -272522.9 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -273198.000000 Penalty: 4009.484131
	Iteration 1F: 3 clusters Score -273198 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -273338.656250 Penalty: 4009.484131
	Iteration 2F: 3 clusters Score -273338.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -273433.875000 Penalty: 4009.484131
	Iteration 3Q: 3 clusters Score -273433.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -273502.500000 Penalty: 4009.484131
	Iteration 4Q: 3 clusters Score -273502.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -273536.062500 Penalty: 4009.484131
	Iteration 5Q: 3 clusters Score -273536.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -273565.718750 Penalty: 4009.484131
	Iteration 6Q: 3 clusters Score -273565.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -273598.281250 Penalty: 4009.484131
	Iteration 7Q: 3 clusters Score -273598.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -273618.343750 Penalty: 4009.484131
	Iteration 8Q: 3 clusters Score -273618.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -273633.218750 Penalty: 4009.484131
	Iteration 9Q: 3 clusters Score -273633.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -273647.500000 Penalty: 4009.484131
	Iteration 10Q: 3 clusters Score -273647.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -273658.812500 Penalty: 4009.484131
	Iteration 11Q: 3 clusters Score -273658.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -273668.593750 Penalty: 4009.484131
	Iteration 12Q: 3 clusters Score -273668.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -273680.437500 Penalty: 4009.484131
	Iteration 13Q: 3 clusters Score -273680.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -273690.093750 Penalty: 4009.484131
	Iteration 14Q: 3 clusters Score -273690.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -273703.531250 Penalty: 4009.484131
	Iteration 15Q: 3 clusters Score -273703.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -273717.281250 Penalty: 4009.484131
	Iteration 16Q: 3 clusters Score -273717.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -273730.781250 Penalty: 4009.484131
	Iteration 17Q: 3 clusters Score -273730.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -273741.531250 Penalty: 4009.484131
	Iteration 18Q: 3 clusters Score -273741.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -273750.562500 Penalty: 4009.484131
	Iteration 19Q: 3 clusters Score -273750.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -273757.312500 Penalty: 4009.484131
	Iteration 20F: 3 clusters Score -273757.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -273760.625000 Penalty: 4009.484131
	Iteration 21Q: 3 clusters Score -273760.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -273762.687500 Penalty: 4009.484131
	Iteration 22Q: 3 clusters Score -273762.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -273767.250000 Penalty: 4009.484131
	Iteration 23Q: 3 clusters Score -273767.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -273768.968750 Penalty: 4009.484131
	Iteration 24Q: 3 clusters Score -273769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -273770.406250 Penalty: 4009.484131
	Iteration 25Q: 3 clusters Score -273770.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -273771.750000 Penalty: 4009.484131
	Iteration 26Q: 3 clusters Score -273771.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -273771.750000 Penalty: 4009.484131
	Iteration 27F: 3 clusters Score -273771.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Entering Unmasked Estep 
Score: -440774.906250 Penalty: 2141.870605
	Iteration 0F: 2 clusters Score -440774.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -435793.718750 Penalty: 4283.741211
	Iteration 0F: 3 clusters Score -435793.7 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -437050.093750 Penalty: 4283.741211
	Iteration 1F: 3 clusters Score -437050.1 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -437283.593750 Penalty: 4283.741211
	Iteration 2F: 3 clusters Score -437283.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -437409.343750 Penalty: 4283.741211
	Iteration 3Q: 3 clusters Score -437409.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -437499.281250 Penalty: 4283.741211
	Iteration 4Q: 3 clusters Score -437499.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -437574.250000 Penalty: 4283.741211
	Iteration 5Q: 3 clusters Score -437574.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -437639.875000 Penalty: 4283.741211
	Iteration 6Q: 3 clusters Score -437639.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -437700.187500 Penalty: 4283.741211
	Iteration 7Q: 3 clusters Score -437700.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -437751.468750 Penalty: 4283.741211
	Iteration 8Q: 3 clusters Score -437751.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -437804.656250 Penalty: 4283.741211
	Iteration 9Q: 3 clusters Score -437804.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -437852.906250 Penalty: 4283.741211
	Iteration 10Q: 3 clusters Score -437852.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -437896.343750 Penalty: 4283.741211
	Iteration 11Q: 3 clusters Score -437896.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -437947.875000 Penalty: 4283.741211
	Iteration 12Q: 3 clusters Score -437947.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -438005.281250 Penalty: 4283.741211
	Iteration 13Q: 3 clusters Score -438005.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -438077.468750 Penalty: 4283.741211
	Iteration 14Q: 3 clusters Score -438077.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -438158.781250 Penalty: 4283.741211
	Iteration 15Q: 3 clusters Score -438158.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -438246.687500 Penalty: 4283.741211
	Iteration 16Q: 3 clusters Score -438246.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -438334.687500 Penalty: 4283.741211
	Iteration 17Q: 3 clusters Score -438334.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -438413.718750 Penalty: 4283.741211
	Iteration 18Q: 3 clusters Score -438413.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -438479.343750 Penalty: 4283.741211
	Iteration 19Q: 3 clusters Score -438479.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -438543.812500 Penalty: 4283.741211
	Iteration 20F: 3 clusters Score -438543.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -438606.812500 Penalty: 4283.741211
	Iteration 21Q: 3 clusters Score -438606.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -438652.593750 Penalty: 4283.741211
	Iteration 22Q: 3 clusters Score -438652.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -438690.562500 Penalty: 4283.741211
	Iteration 23Q: 3 clusters Score -438690.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -438710.843750 Penalty: 4283.741211
	Iteration 24Q: 3 clusters Score -438710.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -438735.468750 Penalty: 4283.741211
	Iteration 25Q: 3 clusters Score -438735.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -438764.062500 Penalty: 4283.741211
	Iteration 26Q: 3 clusters Score -438764.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -438782.843750 Penalty: 4283.741211
	Iteration 27Q: 3 clusters Score -438782.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -438798.593750 Penalty: 4283.741211
	Iteration 28Q: 3 clusters Score -438798.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -438818.156250 Penalty: 4283.741211
	Iteration 29Q: 3 clusters Score -438818.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -438829.093750 Penalty: 4283.741211
	Iteration 30Q: 3 clusters Score -438829.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -438849.343750 Penalty: 4283.741211
	Iteration 31Q: 3 clusters Score -438849.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -438867.406250 Penalty: 4283.741211
	Iteration 32Q: 3 clusters Score -438867.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -438879.218750 Penalty: 4283.741211
	Iteration 33Q: 3 clusters Score -438879.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -438889.531250 Penalty: 4283.741211
	Iteration 34Q: 3 clusters Score -438889.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -438897.406250 Penalty: 4283.741211
	Iteration 35Q: 3 clusters Score -438897.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -438902.937500 Penalty: 4283.741211
	Iteration 36Q: 3 clusters Score -438902.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -438908.093750 Penalty: 4283.741211
	Iteration 37Q: 3 clusters Score -438908.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -438915.093750 Penalty: 4283.741211
	Iteration 38Q: 3 clusters Score -438915.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -438920.281250 Penalty: 4283.741211
	Iteration 39Q: 3 clusters Score -438920.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -438924.156250 Penalty: 4283.741211
	Iteration 40F: 3 clusters Score -438924.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -438928.656250 Penalty: 4283.741211
	Iteration 41Q: 3 clusters Score -438928.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -438933.000000 Penalty: 4283.741211
	Iteration 42Q: 3 clusters Score -438933 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -438936.531250 Penalty: 4283.741211
	Iteration 43Q: 3 clusters Score -438936.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -438940.343750 Penalty: 4283.741211
	Iteration 44Q: 3 clusters Score -438940.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -438945.468750 Penalty: 4283.741211
	Iteration 45Q: 3 clusters Score -438945.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -438949.406250 Penalty: 4283.741211
	Iteration 46Q: 3 clusters Score -438949.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -438954.531250 Penalty: 4283.741211
	Iteration 47Q: 3 clusters Score -438954.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -438958.031250 Penalty: 4283.741211
	Iteration 48Q: 3 clusters Score -438958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -438962.250000 Penalty: 4283.741211
	Iteration 49Q: 3 clusters Score -438962.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -438963.281250 Penalty: 4283.741211
	Iteration 50Q: 3 clusters Score -438963.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -438965.531250 Penalty: 4283.741211
	Iteration 51Q: 3 clusters Score -438965.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -438966.656250 Penalty: 4283.741211
	Iteration 52Q: 3 clusters Score -438966.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -438967.656250 Penalty: 4283.741211
	Iteration 53Q: 3 clusters Score -438967.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -438971.093750 Penalty: 4283.741211
	Iteration 54Q: 3 clusters Score -438971.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -438974.500000 Penalty: 4283.741211
	Iteration 55Q: 3 clusters Score -438974.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -438978.281250 Penalty: 4283.741211
	Iteration 56Q: 3 clusters Score -438978.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -438983.843750 Penalty: 4283.741211
	Iteration 57Q: 3 clusters Score -438983.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -438991.562500 Penalty: 4283.741211
	Iteration 58Q: 3 clusters Score -438991.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -438996.937500 Penalty: 4283.741211
	Iteration 59Q: 3 clusters Score -438996.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -439003.218750 Penalty: 4283.741211
	Iteration 60F: 3 clusters Score -439003.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -439006.968750 Penalty: 4283.741211
	Iteration 61Q: 3 clusters Score -439007 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -439007.781250 Penalty: 4283.741211
	Iteration 62Q: 3 clusters Score -439007.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -439010.093750 Penalty: 4283.741211
	Iteration 63Q: 3 clusters Score -439010.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -439011.781250 Penalty: 4283.741211
	Iteration 64Q: 3 clusters Score -439011.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -439013.843750 Penalty: 4283.741211
	Iteration 65Q: 3 clusters Score -439013.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -439014.937500 Penalty: 4283.741211
	Iteration 66Q: 3 clusters Score -439014.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -439014.437500 Penalty: 4283.741211
	Iteration 67Q: 3 clusters Score -439014.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -439017.375000 Penalty: 4283.741211
	Iteration 68Q: 3 clusters Score -439017.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -439019.218750 Penalty: 4283.741211
	Iteration 69Q: 3 clusters Score -439019.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -439022.906250 Penalty: 4283.741211
	Iteration 70Q: 3 clusters Score -439022.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -439028.156250 Penalty: 4283.741211
	Iteration 71Q: 3 clusters Score -439028.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -439032.531250 Penalty: 4283.741211
	Iteration 72Q: 3 clusters Score -439032.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -439039.500000 Penalty: 4283.741211
	Iteration 73Q: 3 clusters Score -439039.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -439042.875000 Penalty: 4283.741211
	Iteration 74Q: 3 clusters Score -439042.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -439042.812500 Penalty: 4283.741211
	Iteration 75Q: 3 clusters Score -439042.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -439043.500000 Penalty: 4283.741211
	Iteration 76Q: 3 clusters Score -439043.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -439043.500000 Penalty: 4283.741211
	Iteration 77F: 3 clusters Score -439043.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (11834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Entering Unmasked Estep 
Score: -924702.812500 Penalty: 2325.925537
	Iteration 0F: 2 clusters Score -924702.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -915912.312500 Penalty: 4651.851074
	Iteration 0F: 3 clusters Score -915912.3 nChanged 4952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -918553.500000 Penalty: 4651.851074
	Iteration 1F: 3 clusters Score -918553.5 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -918902.375000 Penalty: 4651.851074
	Iteration 2F: 3 clusters Score -918902.4 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -919228.187500 Penalty: 4651.851074
	Iteration 3F: 3 clusters Score -919228.2 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -919638.687500 Penalty: 4651.851074
	Iteration 4F: 3 clusters Score -919638.7 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -920234.500000 Penalty: 4651.851074
	Iteration 5F: 3 clusters Score -920234.5 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -920848.250000 Penalty: 4651.851074
	Iteration 6F: 3 clusters Score -920848.2 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -921505.375000 Penalty: 4651.851074
	Iteration 7F: 3 clusters Score -921505.4 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -922256.312500 Penalty: 4651.851074
	Iteration 8F: 3 clusters Score -922256.3 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -923169.875000 Penalty: 4651.851074
	Iteration 9F: 3 clusters Score -923169.9 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -923962.375000 Penalty: 4651.851074
	Iteration 10Q: 3 clusters Score -923962.4 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -924396.687500 Penalty: 4651.851074
	Iteration 11Q: 3 clusters Score -924396.7 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -924565.187500 Penalty: 4651.851074
	Iteration 12Q: 3 clusters Score -924565.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -924644.437500 Penalty: 4651.851074
	Iteration 13Q: 3 clusters Score -924644.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -924691.625000 Penalty: 4651.851074
	Iteration 14Q: 3 clusters Score -924691.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -924722.937500 Penalty: 4651.851074
	Iteration 15Q: 3 clusters Score -924722.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -924743.000000 Penalty: 4651.851074
	Iteration 16Q: 3 clusters Score -924743 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -924751.562500 Penalty: 4651.851074
	Iteration 17Q: 3 clusters Score -924751.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -924759.875000 Penalty: 4651.851074
	Iteration 18Q: 3 clusters Score -924759.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -924760.937500 Penalty: 4651.851074
	Iteration 19Q: 3 clusters Score -924760.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -924762.437500 Penalty: 4651.851074
	Iteration 20F: 3 clusters Score -924762.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -924763.062500 Penalty: 4651.851074
	Iteration 21Q: 3 clusters Score -924763.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -924761.875000 Penalty: 4651.851074
	Iteration 22Q: 3 clusters Score -924761.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -924763.125000 Penalty: 4651.851074
	Iteration 23Q: 3 clusters Score -924763.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -924764.375000 Penalty: 4651.851074
	Iteration 24Q: 3 clusters Score -924764.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -924766.000000 Penalty: 4651.851074
	Iteration 25Q: 3 clusters Score -924766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -924766.125000 Penalty: 4651.851074
	Iteration 26Q: 3 clusters Score -924766.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -924766.250000 Penalty: 4651.851074
	Iteration 27Q: 3 clusters Score -924766.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -924766.250000 Penalty: 4651.851074
	Iteration 28F: 3 clusters Score -924766.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74967 members 
Mstep: Class 2 contains 24210 members 
Mstep: Class 3 contains 3377 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 86242 members 
Mstep: Class 6 contains 154081 members 
Mstep: Class 7 contains 8598 members 
Mstep: Class 8 contains 8386 members 
Mstep: Class 9 contains 75645 members 
Mstep: Class 10 contains 65032 members 
Mstep: Class 11 contains 6380 members 
Mstep: Class 12 contains 60502 members 
Mstep: Class 13 contains 5827 members 
Mstep: Class 14 contains 20816 members 
Mstep: Class 15 contains 17026 members 
Mstep: Class 16 contains 14275 members 
Mstep: Class 17 contains 37885 members 
Mstep: Class 18 contains 3241 members 
Mstep: Class 19 contains 5634 members 
Mstep: Class 20 contains 3569 members 
Mstep: Class 21 contains 9879 members 
Mstep: Class 22 contains 9982 members 
Mstep: Class 23 contains 28773 members 
Mstep: Class 24 contains 536012 members 
Mstep: Class 25 contains 61447 members 
Mstep: Class 26 contains 6890 members 
Mstep: Class 27 contains 3458 members 
Mstep: Class 28 contains 69555 members 
Mstep: Class 29 contains 5908 members 
Mstep: Class 30 contains 15917 members 
Mstep: Class 31 contains 3308 members 
Mstep: Class 32 contains 21699 members 
Mstep: Class 33 contains 2733 members 
Mstep: Class 34 contains 8265 members 
Entering Unmasked Estep 
Score: -111983120.000000 Penalty: 119701.210938
Splitting cluster 20 changes total score from -111984040.000000 to -111983120.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (9879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Entering Unmasked Estep 
Score: -805734.812500 Penalty: 2281.145264
	Iteration 0F: 2 clusters Score -805734.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -798161.125000 Penalty: 4562.290527
	Iteration 0F: 3 clusters Score -798161.1 nChanged 4089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -800328.125000 Penalty: 4562.290527
	Iteration 1F: 3 clusters Score -800328.1 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -800615.812500 Penalty: 4562.290527
	Iteration 2F: 3 clusters Score -800615.8 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -800819.500000 Penalty: 4562.290527
	Iteration 3Q: 3 clusters Score -800819.5 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -800984.937500 Penalty: 4562.290527
	Iteration 4Q: 3 clusters Score -800984.9 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -801131.625000 Penalty: 4562.290527
	Iteration 5Q: 3 clusters Score -801131.6 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -801297.250000 Penalty: 4562.290527
	Iteration 6Q: 3 clusters Score -801297.2 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -801498.562500 Penalty: 4562.290527
	Iteration 7Q: 3 clusters Score -801498.6 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -801785.312500 Penalty: 4562.290527
	Iteration 8Q: 3 clusters Score -801785.3 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -802095.437500 Penalty: 4562.290527
	Iteration 9Q: 3 clusters Score -802095.4 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -802431.687500 Penalty: 4562.290527
	Iteration 10Q: 3 clusters Score -802431.7 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -802822.125000 Penalty: 4562.290527
	Iteration 11Q: 3 clusters Score -802822.1 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -803183.187500 Penalty: 4562.290527
	Iteration 12Q: 3 clusters Score -803183.2 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -803469.312500 Penalty: 4562.290527
	Iteration 13Q: 3 clusters Score -803469.3 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -803649.437500 Penalty: 4562.290527
	Iteration 14Q: 3 clusters Score -803649.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -803798.375000 Penalty: 4562.290527
	Iteration 15Q: 3 clusters Score -803798.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -803889.687500 Penalty: 4562.290527
	Iteration 16Q: 3 clusters Score -803889.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -803937.812500 Penalty: 4562.290527
	Iteration 17Q: 3 clusters Score -803937.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -803956.062500 Penalty: 4562.290527
	Iteration 18Q: 3 clusters Score -803956.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -803971.125000 Penalty: 4562.290527
	Iteration 19Q: 3 clusters Score -803971.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -803984.312500 Penalty: 4562.290527
	Iteration 20F: 3 clusters Score -803984.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -804001.125000 Penalty: 4562.290527
	Iteration 21Q: 3 clusters Score -804001.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -804013.750000 Penalty: 4562.290527
	Iteration 22Q: 3 clusters Score -804013.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -804018.687500 Penalty: 4562.290527
	Iteration 23Q: 3 clusters Score -804018.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -804020.812500 Penalty: 4562.290527
	Iteration 24Q: 3 clusters Score -804020.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -804022.812500 Penalty: 4562.290527
	Iteration 25Q: 3 clusters Score -804022.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -804023.250000 Penalty: 4562.290527
	Iteration 26Q: 3 clusters Score -804023.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -804024.500000 Penalty: 4562.290527
	Iteration 27Q: 3 clusters Score -804024.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -804023.812500 Penalty: 4562.290527
	Iteration 28Q: 3 clusters Score -804023.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -804023.812500 Penalty: 4562.290527
	Iteration 29F: 3 clusters Score -804023.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (9982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Entering Unmasked Estep 
Score: -751651.437500 Penalty: 2283.717773
	Iteration 0F: 2 clusters Score -751651.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -743976.875000 Penalty: 4567.435547
	Iteration 0F: 3 clusters Score -743976.9 nChanged 4175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -746375.437500 Penalty: 4567.435547
	Iteration 1F: 3 clusters Score -746375.4 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -746883.312500 Penalty: 4567.435547
	Iteration 2F: 3 clusters Score -746883.3 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -747413.937500 Penalty: 4567.435547
	Iteration 3F: 3 clusters Score -747413.9 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -747904.125000 Penalty: 4567.435547
	Iteration 4F: 3 clusters Score -747904.1 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -748371.937500 Penalty: 4567.435547
	Iteration 5F: 3 clusters Score -748371.9 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -748783.312500 Penalty: 4567.435547
	Iteration 6F: 3 clusters Score -748783.3 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -749112.750000 Penalty: 4567.435547
	Iteration 7Q: 3 clusters Score -749112.8 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -749360.812500 Penalty: 4567.435547
	Iteration 8Q: 3 clusters Score -749360.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -749528.312500 Penalty: 4567.435547
	Iteration 9Q: 3 clusters Score -749528.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -749630.562500 Penalty: 4567.435547
	Iteration 10Q: 3 clusters Score -749630.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -749708.062500 Penalty: 4567.435547
	Iteration 11Q: 3 clusters Score -749708.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -749790.625000 Penalty: 4567.435547
	Iteration 12Q: 3 clusters Score -749790.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -749872.187500 Penalty: 4567.435547
	Iteration 13Q: 3 clusters Score -749872.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -749953.187500 Penalty: 4567.435547
	Iteration 14Q: 3 clusters Score -749953.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -750027.437500 Penalty: 4567.435547
	Iteration 15Q: 3 clusters Score -750027.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -750088.562500 Penalty: 4567.435547
	Iteration 16Q: 3 clusters Score -750088.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -750151.437500 Penalty: 4567.435547
	Iteration 17Q: 3 clusters Score -750151.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -750206.562500 Penalty: 4567.435547
	Iteration 18Q: 3 clusters Score -750206.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -750259.000000 Penalty: 4567.435547
	Iteration 19Q: 3 clusters Score -750259 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -750297.937500 Penalty: 4567.435547
	Iteration 20F: 3 clusters Score -750297.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -750328.000000 Penalty: 4567.435547
	Iteration 21Q: 3 clusters Score -750328 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -750374.187500 Penalty: 4567.435547
	Iteration 22Q: 3 clusters Score -750374.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -750433.250000 Penalty: 4567.435547
	Iteration 23Q: 3 clusters Score -750433.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -750492.437500 Penalty: 4567.435547
	Iteration 24Q: 3 clusters Score -750492.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -750542.812500 Penalty: 4567.435547
	Iteration 25Q: 3 clusters Score -750542.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -750583.937500 Penalty: 4567.435547
	Iteration 26Q: 3 clusters Score -750583.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -750628.062500 Penalty: 4567.435547
	Iteration 27Q: 3 clusters Score -750628.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -750657.500000 Penalty: 4567.435547
	Iteration 28Q: 3 clusters Score -750657.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -750701.062500 Penalty: 4567.435547
	Iteration 29Q: 3 clusters Score -750701.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -750739.875000 Penalty: 4567.435547
	Iteration 30Q: 3 clusters Score -750739.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -750768.750000 Penalty: 4567.435547
	Iteration 31Q: 3 clusters Score -750768.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -750783.875000 Penalty: 4567.435547
	Iteration 32Q: 3 clusters Score -750783.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -750798.937500 Penalty: 4567.435547
	Iteration 33Q: 3 clusters Score -750798.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -750811.562500 Penalty: 4567.435547
	Iteration 34Q: 3 clusters Score -750811.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -750823.062500 Penalty: 4567.435547
	Iteration 35Q: 3 clusters Score -750823.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -750825.250000 Penalty: 4567.435547
	Iteration 36Q: 3 clusters Score -750825.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -750830.687500 Penalty: 4567.435547
	Iteration 37Q: 3 clusters Score -750830.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -750832.375000 Penalty: 4567.435547
	Iteration 38Q: 3 clusters Score -750832.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -750837.250000 Penalty: 4567.435547
	Iteration 39Q: 3 clusters Score -750837.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -750840.625000 Penalty: 4567.435547
	Iteration 40F: 3 clusters Score -750840.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -750840.625000 Penalty: 4567.435547
	Iteration 41Q: 3 clusters Score -750840.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -750839.937500 Penalty: 4567.435547
	Iteration 42Q: 3 clusters Score -750839.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -750843.062500 Penalty: 4567.435547
	Iteration 43Q: 3 clusters Score -750843.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -750844.750000 Penalty: 4567.435547
	Iteration 44Q: 3 clusters Score -750844.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -750843.937500 Penalty: 4567.435547
	Iteration 45Q: 3 clusters Score -750843.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -750844.437500 Penalty: 4567.435547
	Iteration 46Q: 3 clusters Score -750844.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -750845.187500 Penalty: 4567.435547
	Iteration 47Q: 3 clusters Score -750845.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -750846.562500 Penalty: 4567.435547
	Iteration 48Q: 3 clusters Score -750846.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -750847.562500 Penalty: 4567.435547
	Iteration 49Q: 3 clusters Score -750847.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -750848.875000 Penalty: 4567.435547
	Iteration 50Q: 3 clusters Score -750848.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -750848.875000 Penalty: 4567.435547
	Iteration 51Q: 3 clusters Score -750848.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -750848.875000 Penalty: 4567.435547
	Iteration 52Q: 3 clusters Score -750848.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -750848.875000 Penalty: 4567.435547
	Iteration 53F: 3 clusters Score -750848.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (28773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28773 members 
Entering Unmasked Estep 
Score: -2216489.250000 Penalty: 2546.263916
	Iteration 0F: 2 clusters Score -2216489 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -2196795.750000 Penalty: 5092.527832
	Iteration 0F: 3 clusters Score -2196796 nChanged 12950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -2203636.250000 Penalty: 5092.527832
	Iteration 1F: 3 clusters Score -2203636 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -2204090.500000 Penalty: 5092.527832
	Iteration 2Q: 3 clusters Score -2204090 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -2204548.750000 Penalty: 5092.527832
	Iteration 3Q: 3 clusters Score -2204549 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -2204958.250000 Penalty: 5092.527832
	Iteration 4Q: 3 clusters Score -2204958 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15761 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -2205485.000000 Penalty: 5092.527832
	Iteration 5Q: 3 clusters Score -2205485 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -2206145.750000 Penalty: 5092.527832
	Iteration 6Q: 3 clusters Score -2206146 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -2206983.500000 Penalty: 5092.527832
	Iteration 7F: 3 clusters Score -2206984 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17972 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -2207999.750000 Penalty: 5092.527832
	Iteration 8F: 3 clusters Score -2208000 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19042 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -2209190.250000 Penalty: 5092.527832
	Iteration 9F: 3 clusters Score -2209190 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20112 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -2210412.500000 Penalty: 5092.527832
	Iteration 10F: 3 clusters Score -2210412 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21053 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -2211541.250000 Penalty: 5092.527832
	Iteration 11F: 3 clusters Score -2211541 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21818 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -2212450.750000 Penalty: 5092.527832
	Iteration 12Q: 3 clusters Score -2212451 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22458 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -2213213.000000 Penalty: 5092.527832
	Iteration 13Q: 3 clusters Score -2213213 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23019 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -2213835.250000 Penalty: 5092.527832
	Iteration 14Q: 3 clusters Score -2213835 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23471 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -2214273.250000 Penalty: 5092.527832
	Iteration 15Q: 3 clusters Score -2214273 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23838 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -2214644.500000 Penalty: 5092.527832
	Iteration 16Q: 3 clusters Score -2214644 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24136 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -2214908.500000 Penalty: 5092.527832
	Iteration 17Q: 3 clusters Score -2214908 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24408 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -2215137.750000 Penalty: 5092.527832
	Iteration 18Q: 3 clusters Score -2215138 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24647 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -2215311.000000 Penalty: 5092.527832
	Iteration 19Q: 3 clusters Score -2215311 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24825 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -2215431.250000 Penalty: 5092.527832
	Iteration 20F: 3 clusters Score -2215431 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24992 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -2215526.500000 Penalty: 5092.527832
	Iteration 21Q: 3 clusters Score -2215526 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25139 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -2215602.750000 Penalty: 5092.527832
	Iteration 22Q: 3 clusters Score -2215603 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25279 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -2215686.500000 Penalty: 5092.527832
	Iteration 23Q: 3 clusters Score -2215686 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25396 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -2215749.500000 Penalty: 5092.527832
	Iteration 24Q: 3 clusters Score -2215750 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25508 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -2215808.750000 Penalty: 5092.527832
	Iteration 25Q: 3 clusters Score -2215809 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25592 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -2215839.250000 Penalty: 5092.527832
	Iteration 26Q: 3 clusters Score -2215839 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25665 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -2215864.000000 Penalty: 5092.527832
	Iteration 27Q: 3 clusters Score -2215864 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25728 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -2215889.500000 Penalty: 5092.527832
	Iteration 28Q: 3 clusters Score -2215890 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25782 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -2215907.750000 Penalty: 5092.527832
	Iteration 29Q: 3 clusters Score -2215908 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25819 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -2215911.250000 Penalty: 5092.527832
	Iteration 30Q: 3 clusters Score -2215911 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25847 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -2215922.750000 Penalty: 5092.527832
	Iteration 31Q: 3 clusters Score -2215923 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25873 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -2215923.250000 Penalty: 5092.527832
	Iteration 32Q: 3 clusters Score -2215923 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25894 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -2215932.000000 Penalty: 5092.527832
	Iteration 33Q: 3 clusters Score -2215932 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25915 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -2215934.000000 Penalty: 5092.527832
	Iteration 34Q: 3 clusters Score -2215934 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25929 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -2215937.500000 Penalty: 5092.527832
	Iteration 35Q: 3 clusters Score -2215938 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25938 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -2215938.750000 Penalty: 5092.527832
	Iteration 36Q: 3 clusters Score -2215939 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25946 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -2215940.000000 Penalty: 5092.527832
	Iteration 37Q: 3 clusters Score -2215940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25949 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -2215940.500000 Penalty: 5092.527832
	Iteration 38Q: 3 clusters Score -2215940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25951 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -2215938.000000 Penalty: 5092.527832
	Iteration 39Q: 3 clusters Score -2215938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25955 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -2215942.250000 Penalty: 5092.527832
	Iteration 40F: 3 clusters Score -2215942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25957 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -2215940.000000 Penalty: 5092.527832
	Iteration 41Q: 3 clusters Score -2215940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25959 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -2215941.000000 Penalty: 5092.527832
	Iteration 42Q: 3 clusters Score -2215941 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25959 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -2215941.000000 Penalty: 5092.527832
	Iteration 43F: 3 clusters Score -2215941 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (536012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536012 members 
Entering Unmasked Estep 
Score: -42194536.000000 Penalty: 3271.593994
	Iteration 0F: 2 clusters Score -4.219454e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268314 members 
Mstep: Class 2 contains 267698 members 
Entering Unmasked Estep 
Score: -41830776.000000 Penalty: 6543.187988
	Iteration 0F: 3 clusters Score -4.183078e+07 nChanged 261794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276452 members 
Mstep: Class 2 contains 259560 members 
Entering Unmasked Estep 
Score: -41988632.000000 Penalty: 6543.187988
	Iteration 1F: 3 clusters Score -4.198863e+07 nChanged 11443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281509 members 
Mstep: Class 2 contains 254503 members 
Entering Unmasked Estep 
Score: -41990756.000000 Penalty: 6543.187988
	Iteration 2Q: 3 clusters Score -4.199076e+07 nChanged 13099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289678 members 
Mstep: Class 2 contains 246334 members 
Entering Unmasked Estep 
Score: -41993584.000000 Penalty: 6543.187988
	Iteration 3Q: 3 clusters Score -4.199358e+07 nChanged 16388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302560 members 
Mstep: Class 2 contains 233452 members 
Entering Unmasked Estep 
Score: -41999044.000000 Penalty: 6543.187988
	Iteration 4Q: 3 clusters Score -4.199904e+07 nChanged 22020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322628 members 
Mstep: Class 2 contains 213384 members 
Entering Unmasked Estep 
Score: -42008744.000000 Penalty: 6543.187988
	Iteration 5Q: 3 clusters Score -4.200874e+07 nChanged 30583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352403 members 
Mstep: Class 2 contains 183609 members 
Entering Unmasked Estep 
Score: -42026804.000000 Penalty: 6543.187988
	Iteration 6F: 3 clusters Score -4.20268e+07 nChanged 40862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393073 members 
Mstep: Class 2 contains 142939 members 
Entering Unmasked Estep 
Score: -42057444.000000 Penalty: 6543.187988
	Iteration 7F: 3 clusters Score -4.205744e+07 nChanged 48798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441847 members 
Mstep: Class 2 contains 94165 members 
Entering Unmasked Estep 
Score: -42101480.000000 Penalty: 6543.187988
	Iteration 8F: 3 clusters Score -4.210148e+07 nChanged 45219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487062 members 
Mstep: Class 2 contains 48950 members 
Entering Unmasked Estep 
Score: -42145360.000000 Penalty: 6543.187988
	Iteration 9F: 3 clusters Score -4.214536e+07 nChanged 29455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516517 members 
Mstep: Class 2 contains 19495 members 
Entering Unmasked Estep 
Score: -42173904.000000 Penalty: 6543.187988
	Iteration 10F: 3 clusters Score -4.21739e+07 nChanged 13088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529605 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -42186100.000000 Penalty: 6543.187988
	Iteration 11Q: 3 clusters Score -4.21861e+07 nChanged 4246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533849 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -42189860.000000 Penalty: 6543.187988
	Iteration 12Q: 3 clusters Score -4.218986e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535024 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -42190948.000000 Penalty: 6543.187988
	Iteration 13Q: 3 clusters Score -4.219095e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535291 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -42191340.000000 Penalty: 6543.187988
	Iteration 14Q: 3 clusters Score -4.219134e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535341 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -42191576.000000 Penalty: 6543.187988
	Iteration 15Q: 3 clusters Score -4.219158e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535350 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -42191716.000000 Penalty: 6543.187988
	Iteration 16Q: 3 clusters Score -4.219172e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535318 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -42191832.000000 Penalty: 6543.187988
	Iteration 17Q: 3 clusters Score -4.219183e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535283 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -42191980.000000 Penalty: 6543.187988
	Iteration 18Q: 3 clusters Score -4.219198e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535252 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -42192080.000000 Penalty: 6543.187988
	Iteration 19Q: 3 clusters Score -4.219208e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535214 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -42192140.000000 Penalty: 6543.187988
	Iteration 20F: 3 clusters Score -4.219214e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535163 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -42192236.000000 Penalty: 6543.187988
	Iteration 21Q: 3 clusters Score -4.219224e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535134 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -42192320.000000 Penalty: 6543.187988
	Iteration 22Q: 3 clusters Score -4.219232e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535099 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -42192360.000000 Penalty: 6543.187988
	Iteration 23Q: 3 clusters Score -4.219236e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535055 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -42192364.000000 Penalty: 6543.187988
	Iteration 24Q: 3 clusters Score -4.219236e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535028 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -42192396.000000 Penalty: 6543.187988
	Iteration 25Q: 3 clusters Score -4.21924e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535006 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -42192392.000000 Penalty: 6543.187988
	Iteration 26Q: 3 clusters Score -4.219239e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534974 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -42192448.000000 Penalty: 6543.187988
	Iteration 27Q: 3 clusters Score -4.219245e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534931 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -42192468.000000 Penalty: 6543.187988
	Iteration 28Q: 3 clusters Score -4.219247e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534891 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -42192532.000000 Penalty: 6543.187988
	Iteration 29Q: 3 clusters Score -4.219253e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534847 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -42192536.000000 Penalty: 6543.187988
	Iteration 30Q: 3 clusters Score -4.219254e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534803 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -42192616.000000 Penalty: 6543.187988
	Iteration 31Q: 3 clusters Score -4.219262e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534753 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -42192620.000000 Penalty: 6543.187988
	Iteration 32Q: 3 clusters Score -4.219262e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534716 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -42192604.000000 Penalty: 6543.187988
	Iteration 33Q: 3 clusters Score -4.21926e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534674 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -42192624.000000 Penalty: 6543.187988
	Iteration 34Q: 3 clusters Score -4.219262e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534633 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -42192660.000000 Penalty: 6543.187988
	Iteration 35Q: 3 clusters Score -4.219266e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534589 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -42192656.000000 Penalty: 6543.187988
	Iteration 36Q: 3 clusters Score -4.219266e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534557 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -42192696.000000 Penalty: 6543.187988
	Iteration 37Q: 3 clusters Score -4.21927e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534517 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -42192708.000000 Penalty: 6543.187988
	Iteration 38Q: 3 clusters Score -4.219271e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534478 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -42192748.000000 Penalty: 6543.187988
	Iteration 39Q: 3 clusters Score -4.219275e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534436 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -42192720.000000 Penalty: 6543.187988
	Iteration 40F: 3 clusters Score -4.219272e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534369 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -42192760.000000 Penalty: 6543.187988
	Iteration 41Q: 3 clusters Score -4.219276e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534296 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -42192804.000000 Penalty: 6543.187988
	Iteration 42Q: 3 clusters Score -4.21928e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534229 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -42192812.000000 Penalty: 6543.187988
	Iteration 43Q: 3 clusters Score -4.219281e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534165 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -42192868.000000 Penalty: 6543.187988
	Iteration 44Q: 3 clusters Score -4.219287e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534090 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -42192908.000000 Penalty: 6543.187988
	Iteration 45Q: 3 clusters Score -4.219291e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534016 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -42192936.000000 Penalty: 6543.187988
	Iteration 46Q: 3 clusters Score -4.219294e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533941 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -42192980.000000 Penalty: 6543.187988
	Iteration 47Q: 3 clusters Score -4.219298e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533868 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -42192964.000000 Penalty: 6543.187988
	Iteration 48Q: 3 clusters Score -4.219296e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533786 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -42193000.000000 Penalty: 6543.187988
	Iteration 49Q: 3 clusters Score -4.2193e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533722 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -42193008.000000 Penalty: 6543.187988
	Iteration 50Q: 3 clusters Score -4.219301e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533652 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -42193028.000000 Penalty: 6543.187988
	Iteration 51Q: 3 clusters Score -4.219303e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533579 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -42193072.000000 Penalty: 6543.187988
	Iteration 52Q: 3 clusters Score -4.219307e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533498 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -42193076.000000 Penalty: 6543.187988
	Iteration 53Q: 3 clusters Score -4.219308e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533417 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -42193060.000000 Penalty: 6543.187988
	Iteration 54Q: 3 clusters Score -4.219306e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533313 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -42193112.000000 Penalty: 6543.187988
	Iteration 55Q: 3 clusters Score -4.219311e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533227 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -42193084.000000 Penalty: 6543.187988
	Iteration 56Q: 3 clusters Score -4.219308e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533158 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -42193108.000000 Penalty: 6543.187988
	Iteration 57Q: 3 clusters Score -4.219311e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533090 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -42193192.000000 Penalty: 6543.187988
	Iteration 58Q: 3 clusters Score -4.219319e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533007 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -42193256.000000 Penalty: 6543.187988
	Iteration 59Q: 3 clusters Score -4.219326e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532924 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -42193272.000000 Penalty: 6543.187988
	Iteration 60F: 3 clusters Score -4.219327e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532802 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -42193344.000000 Penalty: 6543.187988
	Iteration 61Q: 3 clusters Score -4.219334e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532671 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -42193324.000000 Penalty: 6543.187988
	Iteration 62Q: 3 clusters Score -4.219332e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532535 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -42193416.000000 Penalty: 6543.187988
	Iteration 63Q: 3 clusters Score -4.219342e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532414 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -42193544.000000 Penalty: 6543.187988
	Iteration 64Q: 3 clusters Score -4.219354e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532297 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -42193548.000000 Penalty: 6543.187988
	Iteration 65Q: 3 clusters Score -4.219355e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532192 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -42193576.000000 Penalty: 6543.187988
	Iteration 66Q: 3 clusters Score -4.219358e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532084 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -42193596.000000 Penalty: 6543.187988
	Iteration 67Q: 3 clusters Score -4.21936e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531965 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -42193592.000000 Penalty: 6543.187988
	Iteration 68Q: 3 clusters Score -4.219359e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531863 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -42193620.000000 Penalty: 6543.187988
	Iteration 69Q: 3 clusters Score -4.219362e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531774 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -42193632.000000 Penalty: 6543.187988
	Iteration 70Q: 3 clusters Score -4.219363e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531705 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -42193716.000000 Penalty: 6543.187988
	Iteration 71Q: 3 clusters Score -4.219372e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531623 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -42193720.000000 Penalty: 6543.187988
	Iteration 72Q: 3 clusters Score -4.219372e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531549 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -42193708.000000 Penalty: 6543.187988
	Iteration 73Q: 3 clusters Score -4.219371e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531470 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -42193688.000000 Penalty: 6543.187988
	Iteration 74Q: 3 clusters Score -4.219369e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531391 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -42193668.000000 Penalty: 6543.187988
	Iteration 75Q: 3 clusters Score -4.219367e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531304 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -42193680.000000 Penalty: 6543.187988
	Iteration 76Q: 3 clusters Score -4.219368e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531221 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -42193716.000000 Penalty: 6543.187988
	Iteration 77Q: 3 clusters Score -4.219372e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531163 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -42193688.000000 Penalty: 6543.187988
	Iteration 78Q: 3 clusters Score -4.219369e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531113 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -42193704.000000 Penalty: 6543.187988
	Iteration 79Q: 3 clusters Score -4.21937e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531065 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -42193696.000000 Penalty: 6543.187988
	Iteration 80F: 3 clusters Score -4.21937e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531024 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -42193700.000000 Penalty: 6543.187988
	Iteration 81Q: 3 clusters Score -4.21937e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530985 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -42193688.000000 Penalty: 6543.187988
	Iteration 82Q: 3 clusters Score -4.219369e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530942 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -42193700.000000 Penalty: 6543.187988
	Iteration 83Q: 3 clusters Score -4.21937e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530904 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -42193656.000000 Penalty: 6543.187988
	Iteration 84Q: 3 clusters Score -4.219366e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530876 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -42193700.000000 Penalty: 6543.187988
	Iteration 85Q: 3 clusters Score -4.21937e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530845 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -42193696.000000 Penalty: 6543.187988
	Iteration 86Q: 3 clusters Score -4.21937e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530810 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -42193704.000000 Penalty: 6543.187988
	Iteration 87Q: 3 clusters Score -4.21937e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530782 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -42193700.000000 Penalty: 6543.187988
	Iteration 88Q: 3 clusters Score -4.21937e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530767 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -42193720.000000 Penalty: 6543.187988
	Iteration 89Q: 3 clusters Score -4.219372e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530754 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -42193712.000000 Penalty: 6543.187988
	Iteration 90Q: 3 clusters Score -4.219371e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530743 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -42193724.000000 Penalty: 6543.187988
	Iteration 91Q: 3 clusters Score -4.219372e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530727 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -42193736.000000 Penalty: 6543.187988
	Iteration 92Q: 3 clusters Score -4.219374e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530714 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -42193816.000000 Penalty: 6543.187988
	Iteration 93Q: 3 clusters Score -4.219382e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530695 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -42193772.000000 Penalty: 6543.187988
	Iteration 94Q: 3 clusters Score -4.219377e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530668 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -42193768.000000 Penalty: 6543.187988
	Iteration 95Q: 3 clusters Score -4.219377e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530657 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -42193748.000000 Penalty: 6543.187988
	Iteration 96Q: 3 clusters Score -4.219375e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530650 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -42193748.000000 Penalty: 6543.187988
	Iteration 97Q: 3 clusters Score -4.219375e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530645 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -42193752.000000 Penalty: 6543.187988
	Iteration 98Q: 3 clusters Score -4.219375e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530635 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -42193744.000000 Penalty: 6543.187988
	Iteration 99Q: 3 clusters Score -4.219374e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530626 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -42193760.000000 Penalty: 6543.187988
	Iteration 100F: 3 clusters Score -4.219376e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530613 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -42193740.000000 Penalty: 6543.187988
	Iteration 101Q: 3 clusters Score -4.219374e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530593 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -42193768.000000 Penalty: 6543.187988
	Iteration 102Q: 3 clusters Score -4.219377e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530569 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -42193760.000000 Penalty: 6543.187988
	Iteration 103Q: 3 clusters Score -4.219376e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530548 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -42193764.000000 Penalty: 6543.187988
	Iteration 104Q: 3 clusters Score -4.219376e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530522 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -42193788.000000 Penalty: 6543.187988
	Iteration 105Q: 3 clusters Score -4.219379e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530499 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -42193732.000000 Penalty: 6543.187988
	Iteration 106Q: 3 clusters Score -4.219373e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530477 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -42193764.000000 Penalty: 6543.187988
	Iteration 107Q: 3 clusters Score -4.219376e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530455 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -42193780.000000 Penalty: 6543.187988
	Iteration 108Q: 3 clusters Score -4.219378e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530433 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -42193804.000000 Penalty: 6543.187988
	Iteration 109Q: 3 clusters Score -4.21938e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530417 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -42193796.000000 Penalty: 6543.187988
	Iteration 110Q: 3 clusters Score -4.21938e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530409 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -42193780.000000 Penalty: 6543.187988
	Iteration 111Q: 3 clusters Score -4.219378e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530406 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -42193812.000000 Penalty: 6543.187988
	Iteration 112Q: 3 clusters Score -4.219381e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530402 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -42193844.000000 Penalty: 6543.187988
	Iteration 113Q: 3 clusters Score -4.219384e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530401 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -42193848.000000 Penalty: 6543.187988
	Iteration 114Q: 3 clusters Score -4.219385e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530398 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -42193844.000000 Penalty: 6543.187988
	Iteration 115Q: 3 clusters Score -4.219384e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530395 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -42193848.000000 Penalty: 6543.187988
	Iteration 116Q: 3 clusters Score -4.219385e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530389 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -42193844.000000 Penalty: 6543.187988
	Iteration 117Q: 3 clusters Score -4.219384e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530384 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -42193856.000000 Penalty: 6543.187988
	Iteration 118Q: 3 clusters Score -4.219386e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530382 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -42193828.000000 Penalty: 6543.187988
	Iteration 119Q: 3 clusters Score -4.219383e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530380 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -42193820.000000 Penalty: 6543.187988
	Iteration 120F: 3 clusters Score -4.219382e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (61447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61447 members 
Entering Unmasked Estep 
Score: -4810341.000000 Penalty: 2734.430664
	Iteration 0F: 2 clusters Score -4810341 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30729 members 
Mstep: Class 2 contains 30718 members 
Entering Unmasked Estep 
Score: -4769020.500000 Penalty: 5468.861328
	Iteration 0F: 3 clusters Score -4769020 nChanged 28749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31104 members 
Mstep: Class 2 contains 30343 members 
Entering Unmasked Estep 
Score: -4785280.500000 Penalty: 5468.861328
	Iteration 1F: 3 clusters Score -4785280 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31381 members 
Mstep: Class 2 contains 30066 members 
Entering Unmasked Estep 
Score: -4785978.000000 Penalty: 5468.861328
	Iteration 2Q: 3 clusters Score -4785978 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31809 members 
Mstep: Class 2 contains 29638 members 
Entering Unmasked Estep 
Score: -4786800.500000 Penalty: 5468.861328
	Iteration 3Q: 3 clusters Score -4786800 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32462 members 
Mstep: Class 2 contains 28985 members 
Entering Unmasked Estep 
Score: -4787700.500000 Penalty: 5468.861328
	Iteration 4Q: 3 clusters Score -4787700 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33393 members 
Mstep: Class 2 contains 28054 members 
Entering Unmasked Estep 
Score: -4788724.500000 Penalty: 5468.861328
	Iteration 5Q: 3 clusters Score -4788724 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34668 members 
Mstep: Class 2 contains 26779 members 
Entering Unmasked Estep 
Score: -4790043.500000 Penalty: 5468.861328
	Iteration 6Q: 3 clusters Score -4790044 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36352 members 
Mstep: Class 2 contains 25095 members 
Entering Unmasked Estep 
Score: -4791636.000000 Penalty: 5468.861328
	Iteration 7F: 3 clusters Score -4791636 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38345 members 
Mstep: Class 2 contains 23102 members 
Entering Unmasked Estep 
Score: -4793478.500000 Penalty: 5468.861328
	Iteration 8F: 3 clusters Score -4793478 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40479 members 
Mstep: Class 2 contains 20968 members 
Entering Unmasked Estep 
Score: -4795732.500000 Penalty: 5468.861328
	Iteration 9F: 3 clusters Score -4795732 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42413 members 
Mstep: Class 2 contains 19034 members 
Entering Unmasked Estep 
Score: -4797911.500000 Penalty: 5468.861328
	Iteration 10F: 3 clusters Score -4797912 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44077 members 
Mstep: Class 2 contains 17370 members 
Entering Unmasked Estep 
Score: -4799772.500000 Penalty: 5468.861328
	Iteration 11Q: 3 clusters Score -4799772 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45488 members 
Mstep: Class 2 contains 15959 members 
Entering Unmasked Estep 
Score: -4801138.500000 Penalty: 5468.861328
	Iteration 12Q: 3 clusters Score -4801138 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46855 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -4802230.000000 Penalty: 5468.861328
	Iteration 13Q: 3 clusters Score -4802230 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48137 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -4803151.000000 Penalty: 5468.861328
	Iteration 14Q: 3 clusters Score -4803151 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49299 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -4804046.000000 Penalty: 5468.861328
	Iteration 15Q: 3 clusters Score -4804046 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50339 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -4804829.000000 Penalty: 5468.861328
	Iteration 16Q: 3 clusters Score -4804829 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51243 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -4805493.000000 Penalty: 5468.861328
	Iteration 17Q: 3 clusters Score -4805493 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51995 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -4805978.500000 Penalty: 5468.861328
	Iteration 18Q: 3 clusters Score -4805978 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52602 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -4806337.000000 Penalty: 5468.861328
	Iteration 19Q: 3 clusters Score -4806337 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53144 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -4806617.000000 Penalty: 5468.861328
	Iteration 20F: 3 clusters Score -4806617 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53600 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -4806850.500000 Penalty: 5468.861328
	Iteration 21Q: 3 clusters Score -4806850 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54047 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -4807005.500000 Penalty: 5468.861328
	Iteration 22Q: 3 clusters Score -4807006 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54414 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -4807126.500000 Penalty: 5468.861328
	Iteration 23Q: 3 clusters Score -4807126 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54734 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -4807227.500000 Penalty: 5468.861328
	Iteration 24Q: 3 clusters Score -4807228 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55015 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -4807304.000000 Penalty: 5468.861328
	Iteration 25Q: 3 clusters Score -4807304 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55235 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -4807339.500000 Penalty: 5468.861328
	Iteration 26Q: 3 clusters Score -4807340 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55432 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -4807355.500000 Penalty: 5468.861328
	Iteration 27Q: 3 clusters Score -4807356 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55608 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -4807386.000000 Penalty: 5468.861328
	Iteration 28Q: 3 clusters Score -4807386 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55740 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -4807401.500000 Penalty: 5468.861328
	Iteration 29Q: 3 clusters Score -4807402 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55866 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -4807439.500000 Penalty: 5468.861328
	Iteration 30Q: 3 clusters Score -4807440 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55997 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -4807465.500000 Penalty: 5468.861328
	Iteration 31Q: 3 clusters Score -4807466 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56135 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -4807488.000000 Penalty: 5468.861328
	Iteration 32Q: 3 clusters Score -4807488 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56277 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -4807548.000000 Penalty: 5468.861328
	Iteration 33Q: 3 clusters Score -4807548 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56402 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -4807582.500000 Penalty: 5468.861328
	Iteration 34Q: 3 clusters Score -4807582 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56522 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -4807597.000000 Penalty: 5468.861328
	Iteration 35Q: 3 clusters Score -4807597 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56634 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -4807618.000000 Penalty: 5468.861328
	Iteration 36Q: 3 clusters Score -4807618 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56737 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -4807633.500000 Penalty: 5468.861328
	Iteration 37Q: 3 clusters Score -4807634 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56833 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -4807668.000000 Penalty: 5468.861328
	Iteration 38Q: 3 clusters Score -4807668 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56913 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -4807676.500000 Penalty: 5468.861328
	Iteration 39Q: 3 clusters Score -4807676 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56979 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -4807680.000000 Penalty: 5468.861328
	Iteration 40F: 3 clusters Score -4807680 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57035 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -4807687.000000 Penalty: 5468.861328
	Iteration 41Q: 3 clusters Score -4807687 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57078 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -4807695.500000 Penalty: 5468.861328
	Iteration 42Q: 3 clusters Score -4807696 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57128 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -4807696.500000 Penalty: 5468.861328
	Iteration 43Q: 3 clusters Score -4807696 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57182 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -4807710.000000 Penalty: 5468.861328
	Iteration 44Q: 3 clusters Score -4807710 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57226 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -4807712.000000 Penalty: 5468.861328
	Iteration 45Q: 3 clusters Score -4807712 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57268 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -4807726.000000 Penalty: 5468.861328
	Iteration 46Q: 3 clusters Score -4807726 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57301 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -4807726.500000 Penalty: 5468.861328
	Iteration 47Q: 3 clusters Score -4807726 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57332 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -4807736.000000 Penalty: 5468.861328
	Iteration 48Q: 3 clusters Score -4807736 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57366 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -4807736.500000 Penalty: 5468.861328
	Iteration 49Q: 3 clusters Score -4807736 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57404 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -4807744.000000 Penalty: 5468.861328
	Iteration 50Q: 3 clusters Score -4807744 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57439 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -4807750.000000 Penalty: 5468.861328
	Iteration 51Q: 3 clusters Score -4807750 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57475 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -4807743.000000 Penalty: 5468.861328
	Iteration 52Q: 3 clusters Score -4807743 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57509 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -4807747.000000 Penalty: 5468.861328
	Iteration 53Q: 3 clusters Score -4807747 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57544 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -4807759.500000 Penalty: 5468.861328
	Iteration 54Q: 3 clusters Score -4807760 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57582 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -4807771.500000 Penalty: 5468.861328
	Iteration 55Q: 3 clusters Score -4807772 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57624 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -4807773.000000 Penalty: 5468.861328
	Iteration 56Q: 3 clusters Score -4807773 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57663 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -4807778.000000 Penalty: 5468.861328
	Iteration 57Q: 3 clusters Score -4807778 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57712 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -4807785.000000 Penalty: 5468.861328
	Iteration 58Q: 3 clusters Score -4807785 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57754 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -4807807.500000 Penalty: 5468.861328
	Iteration 59Q: 3 clusters Score -4807808 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57790 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -4807814.000000 Penalty: 5468.861328
	Iteration 60F: 3 clusters Score -4807814 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57833 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -4807817.500000 Penalty: 5468.861328
	Iteration 61Q: 3 clusters Score -4807818 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57877 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -4807806.000000 Penalty: 5468.861328
	Iteration 62Q: 3 clusters Score -4807806 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57923 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -4807821.500000 Penalty: 5468.861328
	Iteration 63Q: 3 clusters Score -4807822 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57962 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -4807827.500000 Penalty: 5468.861328
	Iteration 64Q: 3 clusters Score -4807828 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58004 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -4807849.500000 Penalty: 5468.861328
	Iteration 65Q: 3 clusters Score -4807850 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58040 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -4807859.500000 Penalty: 5468.861328
	Iteration 66Q: 3 clusters Score -4807860 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58070 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -4807875.500000 Penalty: 5468.861328
	Iteration 67Q: 3 clusters Score -4807876 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58105 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -4807873.000000 Penalty: 5468.861328
	Iteration 68Q: 3 clusters Score -4807873 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58136 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -4807884.500000 Penalty: 5468.861328
	Iteration 69Q: 3 clusters Score -4807884 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58161 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -4807888.000000 Penalty: 5468.861328
	Iteration 70Q: 3 clusters Score -4807888 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58183 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -4807885.000000 Penalty: 5468.861328
	Iteration 71Q: 3 clusters Score -4807885 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58205 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -4807887.000000 Penalty: 5468.861328
	Iteration 72Q: 3 clusters Score -4807887 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58224 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -4807891.500000 Penalty: 5468.861328
	Iteration 73Q: 3 clusters Score -4807892 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58237 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -4807897.000000 Penalty: 5468.861328
	Iteration 74Q: 3 clusters Score -4807897 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58248 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -4807899.000000 Penalty: 5468.861328
	Iteration 75Q: 3 clusters Score -4807899 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58261 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -4807893.000000 Penalty: 5468.861328
	Iteration 76Q: 3 clusters Score -4807893 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58271 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4807899 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58282 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -4807898.500000 Penalty: 5468.861328
	Iteration 78Q: 3 clusters Score -4807898 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58296 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -4807901.000000 Penalty: 5468.861328
	Iteration 79Q: 3 clusters Score -4807901 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58310 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -4807900.500000 Penalty: 5468.861328
	Iteration 80F: 3 clusters Score -4807900 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58322 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -4807909.500000 Penalty: 5468.861328
	Iteration 81Q: 3 clusters Score -4807910 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58332 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -4807913.000000 Penalty: 5468.861328
	Iteration 82Q: 3 clusters Score -4807913 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58345 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4807910 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58357 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -4807917.000000 Penalty: 5468.861328
	Iteration 84Q: 3 clusters Score -4807917 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58369 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -4807911.500000 Penalty: 5468.861328
	Iteration 85Q: 3 clusters Score -4807912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58376 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -4807906.000000 Penalty: 5468.861328
	Iteration 86Q: 3 clusters Score -4807906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58383 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -4807910.500000 Penalty: 5468.861328
	Iteration 87Q: 3 clusters Score -4807910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58390 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -4807917.000000 Penalty: 5468.861328
	Iteration 88Q: 3 clusters Score -4807917 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58400 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -4807916.500000 Penalty: 5468.861328
	Iteration 89Q: 3 clusters Score -4807916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58404 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -4807918.000000 Penalty: 5468.861328
	Iteration 90Q: 3 clusters Score -4807918 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58407 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4807917 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58411 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -4807920.500000 Penalty: 5468.861328
	Iteration 92Q: 3 clusters Score -4807920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58418 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -4807923.000000 Penalty: 5468.861328
	Iteration 93Q: 3 clusters Score -4807923 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58429 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -4807929.000000 Penalty: 5468.861328
	Iteration 94Q: 3 clusters Score -4807929 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58440 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -4807932.000000 Penalty: 5468.861328
	Iteration 95Q: 3 clusters Score -4807932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58441 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -4807941.000000 Penalty: 5468.861328
	Iteration 96Q: 3 clusters Score -4807941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58444 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -4807943.000000 Penalty: 5468.861328
	Iteration 97Q: 3 clusters Score -4807943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58447 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4807941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58451 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -4807938.500000 Penalty: 5468.861328
	Iteration 99Q: 3 clusters Score -4807938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58456 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -4807932.000000 Penalty: 5468.861328
	Iteration 100F: 3 clusters Score -4807932 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58459 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -4807935.000000 Penalty: 5468.861328
	Iteration 101Q: 3 clusters Score -4807935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58462 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -4807938 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58466 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -4807938 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58470 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -4807935.000000 Penalty: 5468.861328
	Iteration 104Q: 3 clusters Score -4807935 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58475 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -4807934.500000 Penalty: 5468.861328
	Iteration 105Q: 3 clusters Score -4807934 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58479 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -4807937.000000 Penalty: 5468.861328
	Iteration 106Q: 3 clusters Score -4807937 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58484 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -4807940.500000 Penalty: 5468.861328
	Iteration 107Q: 3 clusters Score -4807940 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58488 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -4807938.500000 Penalty: 5468.861328
	Iteration 108Q: 3 clusters Score -4807938 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58494 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -4807945.500000 Penalty: 5468.861328
	Iteration 109Q: 3 clusters Score -4807946 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58497 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -4807942.500000 Penalty: 5468.861328
	Iteration 110Q: 3 clusters Score -4807942 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58504 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -4807944.000000 Penalty: 5468.861328
	Iteration 111Q: 3 clusters Score -4807944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58508 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -4807944.500000 Penalty: 5468.861328
	Iteration 112Q: 3 clusters Score -4807944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58512 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -4807945.500000 Penalty: 5468.861328
	Iteration 113Q: 3 clusters Score -4807946 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58517 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -4807942.000000 Penalty: 5468.861328
	Iteration 114Q: 3 clusters Score -4807942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58522 members 
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Entering Unmasked Estep 
Score: -4807943.500000 Penalty: 5468.861328
	Iteration 115Q: 3 clusters Score -4807944 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58524 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -4807937.500000 Penalty: 5468.861328
	Iteration 116Q: 3 clusters Score -4807938 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58528 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -4807940.500000 Penalty: 5468.861328
	Iteration 117Q: 3 clusters Score -4807940 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58537 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -4807935.000000 Penalty: 5468.861328
	Iteration 118Q: 3 clusters Score -4807935 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58550 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -4807939.000000 Penalty: 5468.861328
	Iteration 119Q: 3 clusters Score -4807939 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58561 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -4807939.000000 Penalty: 5468.861328
	Iteration 120F: 3 clusters Score -4807939 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58574 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -4807941.500000 Penalty: 5468.861328
	Iteration 121Q: 3 clusters Score -4807942 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58590 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -4807947.500000 Penalty: 5468.861328
	Iteration 122Q: 3 clusters Score -4807948 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58598 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -4807955.000000 Penalty: 5468.861328
	Iteration 123Q: 3 clusters Score -4807955 nChanged 6
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Mstep: Class 1 contains 58604 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -4807949.500000 Penalty: 5468.861328
	Iteration 124Q: 3 clusters Score -4807950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58612 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -4807951.500000 Penalty: 5468.861328
	Iteration 125Q: 3 clusters Score -4807952 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58624 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -4807948 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58638 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -4807951 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58649 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -4807953.500000 Penalty: 5468.861328
	Iteration 128Q: 3 clusters Score -4807954 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58665 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -4807953 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58677 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -4807954 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58686 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -4807963.000000 Penalty: 5468.861328
	Iteration 131Q: 3 clusters Score -4807963 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58698 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -4807961.500000 Penalty: 5468.861328
	Iteration 132Q: 3 clusters Score -4807962 nChanged 12
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Mstep: Class 1 contains 58710 members 
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Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -4807963 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58719 members 
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Entering Unmasked Estep 
Score: -4807964.000000 Penalty: 5468.861328
	Iteration 134Q: 3 clusters Score -4807964 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58723 members 
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -4807963 nChanged 4
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Mstep: Class 1 contains 58727 members 
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -4807965 nChanged 5
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -4807964 nChanged 5
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -4807959 nChanged 4
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Mstep: Class 1 contains 58741 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -4807963 nChanged 4
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Mstep: Class 1 contains 58745 members 
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Entering Unmasked Estep 
Score: -4807966.500000 Penalty: 5468.861328
	Iteration 140F: 3 clusters Score -4807966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58753 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -4807958.000000 Penalty: 5468.861328
	Iteration 141Q: 3 clusters Score -4807958 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58762 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -4807957.000000 Penalty: 5468.861328
	Iteration 142Q: 3 clusters Score -4807957 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58772 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -4807957.500000 Penalty: 5468.861328
	Iteration 143Q: 3 clusters Score -4807958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58779 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -4807961.500000 Penalty: 5468.861328
	Iteration 144Q: 3 clusters Score -4807962 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58791 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -4807967.000000 Penalty: 5468.861328
	Iteration 145Q: 3 clusters Score -4807967 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58802 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -4807970.500000 Penalty: 5468.861328
	Iteration 146Q: 3 clusters Score -4807970 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58811 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -4807970.500000 Penalty: 5468.861328
	Iteration 147Q: 3 clusters Score -4807970 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58822 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -4807971.500000 Penalty: 5468.861328
	Iteration 148Q: 3 clusters Score -4807972 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58832 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -4807982.000000 Penalty: 5468.861328
	Iteration 149Q: 3 clusters Score -4807982 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58841 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -4807977.000000 Penalty: 5468.861328
	Iteration 150Q: 3 clusters Score -4807977 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58849 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -4807973.000000 Penalty: 5468.861328
	Iteration 151Q: 3 clusters Score -4807973 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58854 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -4807971.000000 Penalty: 5468.861328
	Iteration 152Q: 3 clusters Score -4807971 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58859 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -4807985.500000 Penalty: 5468.861328
	Iteration 153Q: 3 clusters Score -4807986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58867 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -4807988.000000 Penalty: 5468.861328
	Iteration 154Q: 3 clusters Score -4807988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58875 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -4807982.000000 Penalty: 5468.861328
	Iteration 155Q: 3 clusters Score -4807982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58881 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -4807981.500000 Penalty: 5468.861328
	Iteration 156Q: 3 clusters Score -4807982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58886 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -4807982.000000 Penalty: 5468.861328
	Iteration 157Q: 3 clusters Score -4807982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58890 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -4807982.500000 Penalty: 5468.861328
	Iteration 158Q: 3 clusters Score -4807982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58896 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -4807976.500000 Penalty: 5468.861328
	Iteration 159Q: 3 clusters Score -4807976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58903 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -4807979.000000 Penalty: 5468.861328
	Iteration 160F: 3 clusters Score -4807979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58907 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -4807984.500000 Penalty: 5468.861328
	Iteration 161Q: 3 clusters Score -4807984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58913 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -4807986.500000 Penalty: 5468.861328
	Iteration 162Q: 3 clusters Score -4807986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58921 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -4807999.500000 Penalty: 5468.861328
	Iteration 163Q: 3 clusters Score -4808000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58928 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -4808002.500000 Penalty: 5468.861328
	Iteration 164Q: 3 clusters Score -4808002 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58934 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -4808004.500000 Penalty: 5468.861328
	Iteration 165Q: 3 clusters Score -4808004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58941 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -4808006.500000 Penalty: 5468.861328
	Iteration 166Q: 3 clusters Score -4808006 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58954 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -4808001.000000 Penalty: 5468.861328
	Iteration 167Q: 3 clusters Score -4808001 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58968 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -4807993.000000 Penalty: 5468.861328
	Iteration 168Q: 3 clusters Score -4807993 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58981 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -4807988.500000 Penalty: 5468.861328
	Iteration 169Q: 3 clusters Score -4807988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58989 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -4807998.000000 Penalty: 5468.861328
	Iteration 170Q: 3 clusters Score -4807998 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59000 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -4808001.500000 Penalty: 5468.861328
	Iteration 171Q: 3 clusters Score -4808002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59009 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -4808006.500000 Penalty: 5468.861328
	Iteration 172Q: 3 clusters Score -4808006 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59019 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -4808012.500000 Penalty: 5468.861328
	Iteration 173Q: 3 clusters Score -4808012 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59025 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -4808016.000000 Penalty: 5468.861328
	Iteration 174Q: 3 clusters Score -4808016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59030 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -4808022.500000 Penalty: 5468.861328
	Iteration 175Q: 3 clusters Score -4808022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59033 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -4808021.500000 Penalty: 5468.861328
	Iteration 176Q: 3 clusters Score -4808022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59035 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -4808021.000000 Penalty: 5468.861328
	Iteration 177Q: 3 clusters Score -4808021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59037 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -4808019.000000 Penalty: 5468.861328
	Iteration 178Q: 3 clusters Score -4808019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59040 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -4808018.500000 Penalty: 5468.861328
	Iteration 179Q: 3 clusters Score -4808018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59041 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -4808020.500000 Penalty: 5468.861328
	Iteration 180F: 3 clusters Score -4808020 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Entering Unmasked Estep 
Score: -522491.000000 Penalty: 2191.781006
	Iteration 0F: 2 clusters Score -522491 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -516752.468750 Penalty: 4383.562012
	Iteration 0F: 3 clusters Score -516752.5 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -518182.625000 Penalty: 4383.562012
	Iteration 1F: 3 clusters Score -518182.6 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -518420.187500 Penalty: 4383.562012
	Iteration 2F: 3 clusters Score -518420.2 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -518563.031250 Penalty: 4383.562012
	Iteration 3Q: 3 clusters Score -518563 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -518672.625000 Penalty: 4383.562012
	Iteration 4Q: 3 clusters Score -518672.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -518775.843750 Penalty: 4383.562012
	Iteration 5Q: 3 clusters Score -518775.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -518870.500000 Penalty: 4383.562012
	Iteration 6Q: 3 clusters Score -518870.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -518974.000000 Penalty: 4383.562012
	Iteration 7Q: 3 clusters Score -518974 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -519053.781250 Penalty: 4383.562012
	Iteration 8Q: 3 clusters Score -519053.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -519128.343750 Penalty: 4383.562012
	Iteration 9Q: 3 clusters Score -519128.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -519195.562500 Penalty: 4383.562012
	Iteration 10Q: 3 clusters Score -519195.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -519255.968750 Penalty: 4383.562012
	Iteration 11Q: 3 clusters Score -519256 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -519321.562500 Penalty: 4383.562012
	Iteration 12Q: 3 clusters Score -519321.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -519397.875000 Penalty: 4383.562012
	Iteration 13Q: 3 clusters Score -519397.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -519483.718750 Penalty: 4383.562012
	Iteration 14Q: 3 clusters Score -519483.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -519583.531250 Penalty: 4383.562012
	Iteration 15Q: 3 clusters Score -519583.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -519688.000000 Penalty: 4383.562012
	Iteration 16Q: 3 clusters Score -519688 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -519789.187500 Penalty: 4383.562012
	Iteration 17Q: 3 clusters Score -519789.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -519889.812500 Penalty: 4383.562012
	Iteration 18Q: 3 clusters Score -519889.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -520012.375000 Penalty: 4383.562012
	Iteration 19Q: 3 clusters Score -520012.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -520099.125000 Penalty: 4383.562012
	Iteration 20F: 3 clusters Score -520099.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -520167.531250 Penalty: 4383.562012
	Iteration 21Q: 3 clusters Score -520167.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -520222.531250 Penalty: 4383.562012
	Iteration 22Q: 3 clusters Score -520222.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -520274.968750 Penalty: 4383.562012
	Iteration 23Q: 3 clusters Score -520275 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -520333.906250 Penalty: 4383.562012
	Iteration 24Q: 3 clusters Score -520333.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -520381.218750 Penalty: 4383.562012
	Iteration 25Q: 3 clusters Score -520381.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -520419.468750 Penalty: 4383.562012
	Iteration 26Q: 3 clusters Score -520419.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -520466.906250 Penalty: 4383.562012
	Iteration 27Q: 3 clusters Score -520466.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -520500.125000 Penalty: 4383.562012
	Iteration 28Q: 3 clusters Score -520500.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -520524.406250 Penalty: 4383.562012
	Iteration 29Q: 3 clusters Score -520524.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -520552.062500 Penalty: 4383.562012
	Iteration 30Q: 3 clusters Score -520552.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -520594.000000 Penalty: 4383.562012
	Iteration 31Q: 3 clusters Score -520594 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -520622.500000 Penalty: 4383.562012
	Iteration 32Q: 3 clusters Score -520622.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -520652.125000 Penalty: 4383.562012
	Iteration 33Q: 3 clusters Score -520652.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -520672.843750 Penalty: 4383.562012
	Iteration 34Q: 3 clusters Score -520672.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -520690.718750 Penalty: 4383.562012
	Iteration 35Q: 3 clusters Score -520690.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -520705.468750 Penalty: 4383.562012
	Iteration 36Q: 3 clusters Score -520705.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -520717.437500 Penalty: 4383.562012
	Iteration 37Q: 3 clusters Score -520717.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -520731.718750 Penalty: 4383.562012
	Iteration 38Q: 3 clusters Score -520731.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -520734.906250 Penalty: 4383.562012
	Iteration 39Q: 3 clusters Score -520734.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -520737.968750 Penalty: 4383.562012
	Iteration 40F: 3 clusters Score -520738 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -520742.812500 Penalty: 4383.562012
	Iteration 41Q: 3 clusters Score -520742.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -520744.937500 Penalty: 4383.562012
	Iteration 42Q: 3 clusters Score -520744.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -520747.656250 Penalty: 4383.562012
	Iteration 43Q: 3 clusters Score -520747.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -520748.968750 Penalty: 4383.562012
	Iteration 44Q: 3 clusters Score -520749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -520749.406250 Penalty: 4383.562012
	Iteration 45Q: 3 clusters Score -520749.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -520750.968750 Penalty: 4383.562012
	Iteration 46Q: 3 clusters Score -520751 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -520753.375000 Penalty: 4383.562012
	Iteration 47Q: 3 clusters Score -520753.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -520755.906250 Penalty: 4383.562012
	Iteration 48Q: 3 clusters Score -520755.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -520757.687500 Penalty: 4383.562012
	Iteration 49Q: 3 clusters Score -520757.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -520758.156250 Penalty: 4383.562012
	Iteration 50Q: 3 clusters Score -520758.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -520759.031250 Penalty: 4383.562012
	Iteration 51Q: 3 clusters Score -520759 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -520759.031250 Penalty: 4383.562012
	Iteration 52F: 3 clusters Score -520759 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Entering Unmasked Estep 
Score: -258758.984375 Penalty: 2020.814575
	Iteration 0F: 2 clusters Score -258759 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -255198.156250 Penalty: 4041.629150
	Iteration 0F: 3 clusters Score -255198.2 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -255968.078125 Penalty: 4041.629150
	Iteration 1F: 3 clusters Score -255968.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -256189.921875 Penalty: 4041.629150
	Iteration 2F: 3 clusters Score -256189.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -256315.343750 Penalty: 4041.629150
	Iteration 3F: 3 clusters Score -256315.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -256409.390625 Penalty: 4041.629150
	Iteration 4Q: 3 clusters Score -256409.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -256473.000000 Penalty: 4041.629150
	Iteration 5Q: 3 clusters Score -256473 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -256541.531250 Penalty: 4041.629150
	Iteration 6Q: 3 clusters Score -256541.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -256597.453125 Penalty: 4041.629150
	Iteration 7Q: 3 clusters Score -256597.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -256633.734375 Penalty: 4041.629150
	Iteration 8Q: 3 clusters Score -256633.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -256660.390625 Penalty: 4041.629150
	Iteration 9Q: 3 clusters Score -256660.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -256689.109375 Penalty: 4041.629150
	Iteration 10Q: 3 clusters Score -256689.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -256716.156250 Penalty: 4041.629150
	Iteration 11Q: 3 clusters Score -256716.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -256738.531250 Penalty: 4041.629150
	Iteration 12Q: 3 clusters Score -256738.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -256762.000000 Penalty: 4041.629150
	Iteration 13Q: 3 clusters Score -256762 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -256791.812500 Penalty: 4041.629150
	Iteration 14Q: 3 clusters Score -256791.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -256817.500000 Penalty: 4041.629150
	Iteration 15Q: 3 clusters Score -256817.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -256836.359375 Penalty: 4041.629150
	Iteration 16Q: 3 clusters Score -256836.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -256855.437500 Penalty: 4041.629150
	Iteration 17Q: 3 clusters Score -256855.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -256872.781250 Penalty: 4041.629150
	Iteration 18Q: 3 clusters Score -256872.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -256889.031250 Penalty: 4041.629150
	Iteration 19Q: 3 clusters Score -256889 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -256902.968750 Penalty: 4041.629150
	Iteration 20F: 3 clusters Score -256903 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -256918.968750 Penalty: 4041.629150
	Iteration 21Q: 3 clusters Score -256919 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -256934.140625 Penalty: 4041.629150
	Iteration 22Q: 3 clusters Score -256934.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -256942.500000 Penalty: 4041.629150
	Iteration 23Q: 3 clusters Score -256942.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -256947.750000 Penalty: 4041.629150
	Iteration 24Q: 3 clusters Score -256947.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -256950.265625 Penalty: 4041.629150
	Iteration 25Q: 3 clusters Score -256950.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -256953.484375 Penalty: 4041.629150
	Iteration 26Q: 3 clusters Score -256953.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -256958.578125 Penalty: 4041.629150
	Iteration 27Q: 3 clusters Score -256958.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -256962.140625 Penalty: 4041.629150
	Iteration 28Q: 3 clusters Score -256962.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -256964.031250 Penalty: 4041.629150
	Iteration 29Q: 3 clusters Score -256964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -256966.546875 Penalty: 4041.629150
	Iteration 30Q: 3 clusters Score -256966.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -256967.500000 Penalty: 4041.629150
	Iteration 31Q: 3 clusters Score -256967.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -256967.859375 Penalty: 4041.629150
	Iteration 32Q: 3 clusters Score -256967.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -256967.859375 Penalty: 4041.629150
	Iteration 33F: 3 clusters Score -256967.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (69555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69555 members 
Entering Unmasked Estep 
Score: -5643777.000000 Penalty: 2765.168457
	Iteration 0F: 2 clusters Score -5643777 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35086 members 
Mstep: Class 2 contains 34469 members 
Entering Unmasked Estep 
Score: -5597284.500000 Penalty: 5530.336914
	Iteration 0F: 3 clusters Score -5597284 nChanged 32566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38332 members 
Mstep: Class 2 contains 31223 members 
Entering Unmasked Estep 
Score: -5616092.500000 Penalty: 5530.336914
	Iteration 1F: 3 clusters Score -5616092 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40348 members 
Mstep: Class 2 contains 29207 members 
Entering Unmasked Estep 
Score: -5617460.000000 Penalty: 5530.336914
	Iteration 2Q: 3 clusters Score -5617460 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43117 members 
Mstep: Class 2 contains 26438 members 
Entering Unmasked Estep 
Score: -5619434.000000 Penalty: 5530.336914
	Iteration 3F: 3 clusters Score -5619434 nChanged 4606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46905 members 
Mstep: Class 2 contains 22650 members 
Entering Unmasked Estep 
Score: -5622581.000000 Penalty: 5530.336914
	Iteration 4F: 3 clusters Score -5622581 nChanged 5132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51367 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -5626755.500000 Penalty: 5530.336914
	Iteration 5F: 3 clusters Score -5626756 nChanged 5088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55861 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -5631394.500000 Penalty: 5530.336914
	Iteration 6F: 3 clusters Score -5631394 nChanged 4080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59505 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -5635332.500000 Penalty: 5530.336914
	Iteration 7F: 3 clusters Score -5635332 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61826 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -5638003.000000 Penalty: 5530.336914
	Iteration 8Q: 3 clusters Score -5638003 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62977 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -5639553.000000 Penalty: 5530.336914
	Iteration 9Q: 3 clusters Score -5639553 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63520 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -5640386.000000 Penalty: 5530.336914
	Iteration 10Q: 3 clusters Score -5640386 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63860 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -5640851.000000 Penalty: 5530.336914
	Iteration 11Q: 3 clusters Score -5640851 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64087 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -5641047.500000 Penalty: 5530.336914
	Iteration 12Q: 3 clusters Score -5641048 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64294 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -5641204.500000 Penalty: 5530.336914
	Iteration 13Q: 3 clusters Score -5641204 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64462 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -5641313.000000 Penalty: 5530.336914
	Iteration 14Q: 3 clusters Score -5641313 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64618 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -5641388.500000 Penalty: 5530.336914
	Iteration 15Q: 3 clusters Score -5641388 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64750 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -5641441.500000 Penalty: 5530.336914
	Iteration 16Q: 3 clusters Score -5641442 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64869 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -5641457.500000 Penalty: 5530.336914
	Iteration 17Q: 3 clusters Score -5641458 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64964 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -5641487.000000 Penalty: 5530.336914
	Iteration 18Q: 3 clusters Score -5641487 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65074 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -5641526.000000 Penalty: 5530.336914
	Iteration 19Q: 3 clusters Score -5641526 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65162 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -5641552.000000 Penalty: 5530.336914
	Iteration 20F: 3 clusters Score -5641552 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65252 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -5641559.000000 Penalty: 5530.336914
	Iteration 21Q: 3 clusters Score -5641559 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65322 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -5641561.000000 Penalty: 5530.336914
	Iteration 22Q: 3 clusters Score -5641561 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65368 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -5641560.000000 Penalty: 5530.336914
	Iteration 23Q: 3 clusters Score -5641560 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65404 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -5641563.500000 Penalty: 5530.336914
	Iteration 24Q: 3 clusters Score -5641564 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65430 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -5641585.000000 Penalty: 5530.336914
	Iteration 25Q: 3 clusters Score -5641585 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65454 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -5641584.000000 Penalty: 5530.336914
	Iteration 26Q: 3 clusters Score -5641584 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65469 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -5641585.500000 Penalty: 5530.336914
	Iteration 27Q: 3 clusters Score -5641586 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65484 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -5641576.500000 Penalty: 5530.336914
	Iteration 28Q: 3 clusters Score -5641576 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65496 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -5641583.500000 Penalty: 5530.336914
	Iteration 29Q: 3 clusters Score -5641584 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65514 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -5641587.000000 Penalty: 5530.336914
	Iteration 30Q: 3 clusters Score -5641587 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65532 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -5641585.500000 Penalty: 5530.336914
	Iteration 31Q: 3 clusters Score -5641586 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65541 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -5641588.500000 Penalty: 5530.336914
	Iteration 32Q: 3 clusters Score -5641588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65545 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -5641584.500000 Penalty: 5530.336914
	Iteration 33Q: 3 clusters Score -5641584 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65554 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -5641588.000000 Penalty: 5530.336914
	Iteration 34Q: 3 clusters Score -5641588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65557 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -5641592.000000 Penalty: 5530.336914
	Iteration 35Q: 3 clusters Score -5641592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65563 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -5641588.500000 Penalty: 5530.336914
	Iteration 36Q: 3 clusters Score -5641588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65568 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -5641583.500000 Penalty: 5530.336914
	Iteration 37Q: 3 clusters Score -5641584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65573 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -5641581.000000 Penalty: 5530.336914
	Iteration 38Q: 3 clusters Score -5641581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65578 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -5641579.500000 Penalty: 5530.336914
	Iteration 39Q: 3 clusters Score -5641580 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65588 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -5641584.500000 Penalty: 5530.336914
	Iteration 40F: 3 clusters Score -5641584 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65596 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -5641589.500000 Penalty: 5530.336914
	Iteration 41Q: 3 clusters Score -5641590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65600 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -5641594.000000 Penalty: 5530.336914
	Iteration 42Q: 3 clusters Score -5641594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65604 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -5641595.500000 Penalty: 5530.336914
	Iteration 43Q: 3 clusters Score -5641596 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65612 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -5641605.000000 Penalty: 5530.336914
	Iteration 44Q: 3 clusters Score -5641605 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65622 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -5641598.000000 Penalty: 5530.336914
	Iteration 45Q: 3 clusters Score -5641598 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65635 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -5641608.500000 Penalty: 5530.336914
	Iteration 46Q: 3 clusters Score -5641608 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65642 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -5641619.500000 Penalty: 5530.336914
	Iteration 47Q: 3 clusters Score -5641620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65647 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -5641613.500000 Penalty: 5530.336914
	Iteration 48Q: 3 clusters Score -5641614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65651 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -5641616.500000 Penalty: 5530.336914
	Iteration 49Q: 3 clusters Score -5641616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65652 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -5641617.500000 Penalty: 5530.336914
	Iteration 50Q: 3 clusters Score -5641618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65654 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -5641618.500000 Penalty: 5530.336914
	Iteration 51Q: 3 clusters Score -5641618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65656 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -5641611.500000 Penalty: 5530.336914
	Iteration 52Q: 3 clusters Score -5641612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65662 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -5641613.000000 Penalty: 5530.336914
	Iteration 53Q: 3 clusters Score -5641613 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65669 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -5641612.500000 Penalty: 5530.336914
	Iteration 54Q: 3 clusters Score -5641612 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65677 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -5641621.500000 Penalty: 5530.336914
	Iteration 55Q: 3 clusters Score -5641622 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65685 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -5641619.500000 Penalty: 5530.336914
	Iteration 56Q: 3 clusters Score -5641620 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65695 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -5641613.000000 Penalty: 5530.336914
	Iteration 57Q: 3 clusters Score -5641613 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65704 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -5641617.500000 Penalty: 5530.336914
	Iteration 58Q: 3 clusters Score -5641618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65706 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -5641621.500000 Penalty: 5530.336914
	Iteration 59Q: 3 clusters Score -5641622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65710 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -5641621.000000 Penalty: 5530.336914
	Iteration 60F: 3 clusters Score -5641621 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65715 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -5641626.000000 Penalty: 5530.336914
	Iteration 61Q: 3 clusters Score -5641626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65721 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -5641623.500000 Penalty: 5530.336914
	Iteration 62Q: 3 clusters Score -5641624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65725 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -5641615.500000 Penalty: 5530.336914
	Iteration 63Q: 3 clusters Score -5641616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65733 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -5641625.000000 Penalty: 5530.336914
	Iteration 64Q: 3 clusters Score -5641625 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65736 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -5641619.500000 Penalty: 5530.336914
	Iteration 65Q: 3 clusters Score -5641620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65738 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -5641625.500000 Penalty: 5530.336914
	Iteration 66Q: 3 clusters Score -5641626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65745 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -5641616.000000 Penalty: 5530.336914
	Iteration 67Q: 3 clusters Score -5641616 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65756 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -5641622.500000 Penalty: 5530.336914
	Iteration 68Q: 3 clusters Score -5641622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65765 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -5641629.000000 Penalty: 5530.336914
	Iteration 69Q: 3 clusters Score -5641629 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65771 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -5641623.500000 Penalty: 5530.336914
	Iteration 70Q: 3 clusters Score -5641624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65776 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -5641619.000000 Penalty: 5530.336914
	Iteration 71Q: 3 clusters Score -5641619 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65784 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -5641621.500000 Penalty: 5530.336914
	Iteration 72Q: 3 clusters Score -5641622 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65793 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -5641628.000000 Penalty: 5530.336914
	Iteration 73Q: 3 clusters Score -5641628 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65809 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -5641633.000000 Penalty: 5530.336914
	Iteration 74Q: 3 clusters Score -5641633 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65823 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -5641636.500000 Penalty: 5530.336914
	Iteration 75Q: 3 clusters Score -5641636 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65837 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -5641633.500000 Penalty: 5530.336914
	Iteration 76Q: 3 clusters Score -5641634 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65845 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -5641632.000000 Penalty: 5530.336914
	Iteration 77Q: 3 clusters Score -5641632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65853 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -5641634.000000 Penalty: 5530.336914
	Iteration 78Q: 3 clusters Score -5641634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65858 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -5641628.500000 Penalty: 5530.336914
	Iteration 79Q: 3 clusters Score -5641628 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65865 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -5641638.500000 Penalty: 5530.336914
	Iteration 80F: 3 clusters Score -5641638 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65873 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -5641637.000000 Penalty: 5530.336914
	Iteration 81Q: 3 clusters Score -5641637 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65883 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -5641633.000000 Penalty: 5530.336914
	Iteration 82Q: 3 clusters Score -5641633 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65893 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -5641637.500000 Penalty: 5530.336914
	Iteration 83Q: 3 clusters Score -5641638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65900 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -5641635.000000 Penalty: 5530.336914
	Iteration 84Q: 3 clusters Score -5641635 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65906 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -5641641.500000 Penalty: 5530.336914
	Iteration 85Q: 3 clusters Score -5641642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65914 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -5641635.000000 Penalty: 5530.336914
	Iteration 86Q: 3 clusters Score -5641635 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65918 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -5641634.000000 Penalty: 5530.336914
	Iteration 87Q: 3 clusters Score -5641634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65924 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -5641638.500000 Penalty: 5530.336914
	Iteration 88Q: 3 clusters Score -5641638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65927 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -5641638.500000 Penalty: 5530.336914
	Iteration 89Q: 3 clusters Score -5641638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65931 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -5641637.500000 Penalty: 5530.336914
	Iteration 90Q: 3 clusters Score -5641638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65935 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -5641644.000000 Penalty: 5530.336914
	Iteration 91Q: 3 clusters Score -5641644 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65944 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -5641645.000000 Penalty: 5530.336914
	Iteration 92Q: 3 clusters Score -5641645 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65948 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -5641645.500000 Penalty: 5530.336914
	Iteration 93Q: 3 clusters Score -5641646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65955 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -5641651.000000 Penalty: 5530.336914
	Iteration 94Q: 3 clusters Score -5641651 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65959 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -5641647.000000 Penalty: 5530.336914
	Iteration 95Q: 3 clusters Score -5641647 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65962 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -5641653.500000 Penalty: 5530.336914
	Iteration 96Q: 3 clusters Score -5641654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65967 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -5641647.500000 Penalty: 5530.336914
	Iteration 97Q: 3 clusters Score -5641648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65976 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -5641649.000000 Penalty: 5530.336914
	Iteration 98Q: 3 clusters Score -5641649 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65982 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -5641651.000000 Penalty: 5530.336914
	Iteration 99Q: 3 clusters Score -5641651 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65989 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -5641648.500000 Penalty: 5530.336914
	Iteration 100F: 3 clusters Score -5641648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65992 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -5641650.500000 Penalty: 5530.336914
	Iteration 101Q: 3 clusters Score -5641650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65998 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -5641658.000000 Penalty: 5530.336914
	Iteration 102Q: 3 clusters Score -5641658 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66011 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -5641645.000000 Penalty: 5530.336914
	Iteration 103Q: 3 clusters Score -5641645 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66019 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -5641652.500000 Penalty: 5530.336914
	Iteration 104Q: 3 clusters Score -5641652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66024 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -5641649.000000 Penalty: 5530.336914
	Iteration 105Q: 3 clusters Score -5641649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66028 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -5641650.000000 Penalty: 5530.336914
	Iteration 106Q: 3 clusters Score -5641650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66031 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -5641653.000000 Penalty: 5530.336914
	Iteration 107Q: 3 clusters Score -5641653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66032 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -5641650.000000 Penalty: 5530.336914
	Iteration 108Q: 3 clusters Score -5641650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66033 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -5641650.500000 Penalty: 5530.336914
	Iteration 109Q: 3 clusters Score -5641650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66038 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -5641653.000000 Penalty: 5530.336914
	Iteration 110Q: 3 clusters Score -5641653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66041 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -5641646.500000 Penalty: 5530.336914
	Iteration 111Q: 3 clusters Score -5641646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66044 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -5641654.500000 Penalty: 5530.336914
	Iteration 112Q: 3 clusters Score -5641654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66048 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -5641652.000000 Penalty: 5530.336914
	Iteration 113Q: 3 clusters Score -5641652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66050 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -5641651.500000 Penalty: 5530.336914
	Iteration 114Q: 3 clusters Score -5641652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66051 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -5641652.000000 Penalty: 5530.336914
	Iteration 115Q: 3 clusters Score -5641652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66052 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -5641652.500000 Penalty: 5530.336914
	Iteration 116Q: 3 clusters Score -5641652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66054 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -5641655.000000 Penalty: 5530.336914
	Iteration 117Q: 3 clusters Score -5641655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66056 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -5641655.000000 Penalty: 5530.336914
	Iteration 118Q: 3 clusters Score -5641655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66058 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -5641653.000000 Penalty: 5530.336914
	Iteration 119Q: 3 clusters Score -5641653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66061 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -5641650.000000 Penalty: 5530.336914
	Iteration 120F: 3 clusters Score -5641650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66062 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -5641650.000000 Penalty: 5530.336914
	Iteration 121Q: 3 clusters Score -5641650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66062 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -5641650.000000 Penalty: 5530.336914
	Iteration 122F: 3 clusters Score -5641650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Entering Unmasked Estep 
Score: -442260.531250 Penalty: 2153.647705
	Iteration 0F: 2 clusters Score -442260.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -437169.906250 Penalty: 4307.295410
	Iteration 0F: 3 clusters Score -437169.9 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -438569.218750 Penalty: 4307.295410
	Iteration 1F: 3 clusters Score -438569.2 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -438863.125000 Penalty: 4307.295410
	Iteration 2F: 3 clusters Score -438863.1 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -439099.781250 Penalty: 4307.295410
	Iteration 3F: 3 clusters Score -439099.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -439355.625000 Penalty: 4307.295410
	Iteration 4F: 3 clusters Score -439355.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -439626.875000 Penalty: 4307.295410
	Iteration 5F: 3 clusters Score -439626.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -439955.312500 Penalty: 4307.295410
	Iteration 6F: 3 clusters Score -439955.3 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -440403.937500 Penalty: 4307.295410
	Iteration 7F: 3 clusters Score -440403.9 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -440846.281250 Penalty: 4307.295410
	Iteration 8F: 3 clusters Score -440846.3 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -441176.187500 Penalty: 4307.295410
	Iteration 9Q: 3 clusters Score -441176.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -441368.781250 Penalty: 4307.295410
	Iteration 10Q: 3 clusters Score -441368.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -441493.281250 Penalty: 4307.295410
	Iteration 11Q: 3 clusters Score -441493.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -441579.812500 Penalty: 4307.295410
	Iteration 12Q: 3 clusters Score -441579.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -441634.375000 Penalty: 4307.295410
	Iteration 13Q: 3 clusters Score -441634.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -441661.906250 Penalty: 4307.295410
	Iteration 14Q: 3 clusters Score -441661.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -441678.250000 Penalty: 4307.295410
	Iteration 15Q: 3 clusters Score -441678.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -441689.906250 Penalty: 4307.295410
	Iteration 16Q: 3 clusters Score -441689.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -441697.250000 Penalty: 4307.295410
	Iteration 17Q: 3 clusters Score -441697.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -441704.062500 Penalty: 4307.295410
	Iteration 18Q: 3 clusters Score -441704.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -441709.968750 Penalty: 4307.295410
	Iteration 19Q: 3 clusters Score -441710 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -441717.218750 Penalty: 4307.295410
	Iteration 20F: 3 clusters Score -441717.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -441720.062500 Penalty: 4307.295410
	Iteration 21Q: 3 clusters Score -441720.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -441725.125000 Penalty: 4307.295410
	Iteration 22Q: 3 clusters Score -441725.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -441732.062500 Penalty: 4307.295410
	Iteration 23Q: 3 clusters Score -441732.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -441741.750000 Penalty: 4307.295410
	Iteration 24Q: 3 clusters Score -441741.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -441756.625000 Penalty: 4307.295410
	Iteration 25Q: 3 clusters Score -441756.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -441771.812500 Penalty: 4307.295410
	Iteration 26Q: 3 clusters Score -441771.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -441791.156250 Penalty: 4307.295410
	Iteration 27Q: 3 clusters Score -441791.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -441809.000000 Penalty: 4307.295410
	Iteration 28Q: 3 clusters Score -441809 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -441835.812500 Penalty: 4307.295410
	Iteration 29Q: 3 clusters Score -441835.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -441878.250000 Penalty: 4307.295410
	Iteration 30Q: 3 clusters Score -441878.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -441908.593750 Penalty: 4307.295410
	Iteration 31Q: 3 clusters Score -441908.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -441930.500000 Penalty: 4307.295410
	Iteration 32Q: 3 clusters Score -441930.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -441950.875000 Penalty: 4307.295410
	Iteration 33Q: 3 clusters Score -441950.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -441961.531250 Penalty: 4307.295410
	Iteration 34Q: 3 clusters Score -441961.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -441962.750000 Penalty: 4307.295410
	Iteration 35Q: 3 clusters Score -441962.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -441963.000000 Penalty: 4307.295410
	Iteration 36Q: 3 clusters Score -441963 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -441963.000000 Penalty: 4307.295410
	Iteration 37F: 3 clusters Score -441963 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (15917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Entering Unmasked Estep 
Score: -1312417.375000 Penalty: 2399.435547
	Iteration 0F: 2 clusters Score -1312417 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1300957.125000 Penalty: 4798.871094
	Iteration 0F: 3 clusters Score -1300957 nChanged 6952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -1304613.500000 Penalty: 4798.871094
	Iteration 1F: 3 clusters Score -1304614 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1305131.500000 Penalty: 4798.871094
	Iteration 2F: 3 clusters Score -1305132 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1305668.875000 Penalty: 4798.871094
	Iteration 3F: 3 clusters Score -1305669 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1306255.625000 Penalty: 4798.871094
	Iteration 4F: 3 clusters Score -1306256 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1306965.125000 Penalty: 4798.871094
	Iteration 5F: 3 clusters Score -1306965 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1307789.125000 Penalty: 4798.871094
	Iteration 6F: 3 clusters Score -1307789 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1308660.125000 Penalty: 4798.871094
	Iteration 7F: 3 clusters Score -1308660 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1309427.375000 Penalty: 4798.871094
	Iteration 8F: 3 clusters Score -1309427 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1309940.000000 Penalty: 4798.871094
	Iteration 9Q: 3 clusters Score -1309940 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1310244.250000 Penalty: 4798.871094
	Iteration 10Q: 3 clusters Score -1310244 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1310408.500000 Penalty: 4798.871094
	Iteration 11Q: 3 clusters Score -1310408 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1310503.875000 Penalty: 4798.871094
	Iteration 12Q: 3 clusters Score -1310504 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1310572.875000 Penalty: 4798.871094
	Iteration 13Q: 3 clusters Score -1310573 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1310626.500000 Penalty: 4798.871094
	Iteration 14Q: 3 clusters Score -1310626 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1310665.875000 Penalty: 4798.871094
	Iteration 15Q: 3 clusters Score -1310666 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1310698.500000 Penalty: 4798.871094
	Iteration 16Q: 3 clusters Score -1310698 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1310721.125000 Penalty: 4798.871094
	Iteration 17Q: 3 clusters Score -1310721 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1310748.750000 Penalty: 4798.871094
	Iteration 18Q: 3 clusters Score -1310749 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1310775.625000 Penalty: 4798.871094
	Iteration 19Q: 3 clusters Score -1310776 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1310789.500000 Penalty: 4798.871094
	Iteration 20F: 3 clusters Score -1310790 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1310815.500000 Penalty: 4798.871094
	Iteration 21Q: 3 clusters Score -1310816 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1310839.750000 Penalty: 4798.871094
	Iteration 22Q: 3 clusters Score -1310840 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1310858.375000 Penalty: 4798.871094
	Iteration 23Q: 3 clusters Score -1310858 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1310868.000000 Penalty: 4798.871094
	Iteration 24Q: 3 clusters Score -1310868 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1310884.750000 Penalty: 4798.871094
	Iteration 25Q: 3 clusters Score -1310885 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1310898.625000 Penalty: 4798.871094
	Iteration 26Q: 3 clusters Score -1310899 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1310915.000000 Penalty: 4798.871094
	Iteration 27Q: 3 clusters Score -1310915 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1310924.750000 Penalty: 4798.871094
	Iteration 28Q: 3 clusters Score -1310925 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1310933.250000 Penalty: 4798.871094
	Iteration 29Q: 3 clusters Score -1310933 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1310941.500000 Penalty: 4798.871094
	Iteration 30Q: 3 clusters Score -1310942 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1310951.250000 Penalty: 4798.871094
	Iteration 31Q: 3 clusters Score -1310951 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1310959.875000 Penalty: 4798.871094
	Iteration 32Q: 3 clusters Score -1310960 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1310961.875000 Penalty: 4798.871094
	Iteration 33Q: 3 clusters Score -1310962 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1310968.875000 Penalty: 4798.871094
	Iteration 34Q: 3 clusters Score -1310969 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1310970.625000 Penalty: 4798.871094
	Iteration 35Q: 3 clusters Score -1310971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1310973.375000 Penalty: 4798.871094
	Iteration 36Q: 3 clusters Score -1310973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1310975.000000 Penalty: 4798.871094
	Iteration 37Q: 3 clusters Score -1310975 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1310974.625000 Penalty: 4798.871094
	Iteration 38Q: 3 clusters Score -1310975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1310972.625000 Penalty: 4798.871094
	Iteration 39Q: 3 clusters Score -1310973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1310973.125000 Penalty: 4798.871094
	Iteration 40F: 3 clusters Score -1310973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1310975.000000 Penalty: 4798.871094
	Iteration 41Q: 3 clusters Score -1310975 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1310976.625000 Penalty: 4798.871094
	Iteration 42Q: 3 clusters Score -1310977 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1310976.125000 Penalty: 4798.871094
	Iteration 43Q: 3 clusters Score -1310976 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1310982.875000 Penalty: 4798.871094
	Iteration 44Q: 3 clusters Score -1310983 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1310984.375000 Penalty: 4798.871094
	Iteration 45Q: 3 clusters Score -1310984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1310983.125000 Penalty: 4798.871094
	Iteration 46Q: 3 clusters Score -1310983 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1310984.875000 Penalty: 4798.871094
	Iteration 47Q: 3 clusters Score -1310985 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1310988.375000 Penalty: 4798.871094
	Iteration 48Q: 3 clusters Score -1310988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1310988.375000 Penalty: 4798.871094
	Iteration 49Q: 3 clusters Score -1310988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14659 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1310992.750000 Penalty: 4798.871094
	Iteration 50Q: 3 clusters Score -1310993 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1310991.750000 Penalty: 4798.871094
	Iteration 51Q: 3 clusters Score -1310992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1310994.250000 Penalty: 4798.871094
	Iteration 52Q: 3 clusters Score -1310994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1310997.000000 Penalty: 4798.871094
	Iteration 53Q: 3 clusters Score -1310997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1310998.375000 Penalty: 4798.871094
	Iteration 54Q: 3 clusters Score -1310998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1310998.250000 Penalty: 4798.871094
	Iteration 55Q: 3 clusters Score -1310998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1310998.250000 Penalty: 4798.871094
	Iteration 56Q: 3 clusters Score -1310998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1310996.500000 Penalty: 4798.871094
	Iteration 57Q: 3 clusters Score -1310996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1310996.750000 Penalty: 4798.871094
	Iteration 58Q: 3 clusters Score -1310997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1310996.250000 Penalty: 4798.871094
	Iteration 59Q: 3 clusters Score -1310996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1310992.500000 Penalty: 4798.871094
	Iteration 60F: 3 clusters Score -1310992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1310997.875000 Penalty: 4798.871094
	Iteration 61Q: 3 clusters Score -1310998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1310998.750000 Penalty: 4798.871094
	Iteration 62Q: 3 clusters Score -1310999 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1311000.375000 Penalty: 4798.871094
	Iteration 63Q: 3 clusters Score -1311000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1311002.375000 Penalty: 4798.871094
	Iteration 64Q: 3 clusters Score -1311002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1311003.375000 Penalty: 4798.871094
	Iteration 65Q: 3 clusters Score -1311003 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1311007.125000 Penalty: 4798.871094
	Iteration 66Q: 3 clusters Score -1311007 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1311017.375000 Penalty: 4798.871094
	Iteration 67Q: 3 clusters Score -1311017 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1311023.375000 Penalty: 4798.871094
	Iteration 68Q: 3 clusters Score -1311023 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1311024.500000 Penalty: 4798.871094
	Iteration 69Q: 3 clusters Score -1311024 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1311031.125000 Penalty: 4798.871094
	Iteration 70Q: 3 clusters Score -1311031 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1311033.625000 Penalty: 4798.871094
	Iteration 71Q: 3 clusters Score -1311034 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1311035.375000 Penalty: 4798.871094
	Iteration 72Q: 3 clusters Score -1311035 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1311043.750000 Penalty: 4798.871094
	Iteration 73Q: 3 clusters Score -1311044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1311046.250000 Penalty: 4798.871094
	Iteration 74Q: 3 clusters Score -1311046 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1311047.625000 Penalty: 4798.871094
	Iteration 75Q: 3 clusters Score -1311048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1311053.375000 Penalty: 4798.871094
	Iteration 76Q: 3 clusters Score -1311053 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1311057.375000 Penalty: 4798.871094
	Iteration 77Q: 3 clusters Score -1311057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1311059.500000 Penalty: 4798.871094
	Iteration 78Q: 3 clusters Score -1311060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1311057.500000 Penalty: 4798.871094
	Iteration 79Q: 3 clusters Score -1311058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1311058.125000 Penalty: 4798.871094
	Iteration 80F: 3 clusters Score -1311058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1311055.875000 Penalty: 4798.871094
	Iteration 81Q: 3 clusters Score -1311056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1311055.500000 Penalty: 4798.871094
	Iteration 82Q: 3 clusters Score -1311056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1311055.500000 Penalty: 4798.871094
	Iteration 83F: 3 clusters Score -1311056 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Entering Unmasked Estep 
Score: -208529.093750 Penalty: 2009.816650
	Iteration 0F: 2 clusters Score -208529.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -205164.437500 Penalty: 4019.633301
	Iteration 0F: 3 clusters Score -205164.4 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -206252.703125 Penalty: 4019.633301
	Iteration 1F: 3 clusters Score -206252.7 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -206851.484375 Penalty: 4019.633301
	Iteration 2F: 3 clusters Score -206851.5 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -207280.640625 Penalty: 4019.633301
	Iteration 3F: 3 clusters Score -207280.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -207615.218750 Penalty: 4019.633301
	Iteration 4F: 3 clusters Score -207615.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -207832.156250 Penalty: 4019.633301
	Iteration 5F: 3 clusters Score -207832.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -208017.703125 Penalty: 4019.633301
	Iteration 6Q: 3 clusters Score -208017.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -208145.968750 Penalty: 4019.633301
	Iteration 7Q: 3 clusters Score -208146 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -208248.890625 Penalty: 4019.633301
	Iteration 8Q: 3 clusters Score -208248.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -208318.609375 Penalty: 4019.633301
	Iteration 9Q: 3 clusters Score -208318.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -208372.640625 Penalty: 4019.633301
	Iteration 10Q: 3 clusters Score -208372.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -208404.906250 Penalty: 4019.633301
	Iteration 11Q: 3 clusters Score -208404.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -208432.906250 Penalty: 4019.633301
	Iteration 12Q: 3 clusters Score -208432.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -208452.812500 Penalty: 4019.633301
	Iteration 13Q: 3 clusters Score -208452.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -208468.187500 Penalty: 4019.633301
	Iteration 14Q: 3 clusters Score -208468.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -208483.062500 Penalty: 4019.633301
	Iteration 15Q: 3 clusters Score -208483.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -208505.781250 Penalty: 4019.633301
	Iteration 16Q: 3 clusters Score -208505.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -208524.640625 Penalty: 4019.633301
	Iteration 17Q: 3 clusters Score -208524.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -208543.234375 Penalty: 4019.633301
	Iteration 18Q: 3 clusters Score -208543.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -208557.000000 Penalty: 4019.633301
	Iteration 19Q: 3 clusters Score -208557 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -208562.281250 Penalty: 4019.633301
	Iteration 20F: 3 clusters Score -208562.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -208564.750000 Penalty: 4019.633301
	Iteration 21Q: 3 clusters Score -208564.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -208568.046875 Penalty: 4019.633301
	Iteration 22Q: 3 clusters Score -208568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -208571.546875 Penalty: 4019.633301
	Iteration 23Q: 3 clusters Score -208571.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -208575.890625 Penalty: 4019.633301
	Iteration 24Q: 3 clusters Score -208575.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -208576.187500 Penalty: 4019.633301
	Iteration 25Q: 3 clusters Score -208576.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -208576.437500 Penalty: 4019.633301
	Iteration 26Q: 3 clusters Score -208576.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -208576.437500 Penalty: 4019.633301
	Iteration 27F: 3 clusters Score -208576.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74967 members 
Mstep: Class 2 contains 24210 members 
Mstep: Class 3 contains 3377 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 86242 members 
Mstep: Class 6 contains 154081 members 
Mstep: Class 7 contains 8598 members 
Mstep: Class 8 contains 8386 members 
Mstep: Class 9 contains 75645 members 
Mstep: Class 10 contains 65032 members 
Mstep: Class 11 contains 6380 members 
Mstep: Class 12 contains 60502 members 
Mstep: Class 13 contains 5827 members 
Mstep: Class 14 contains 20816 members 
Mstep: Class 15 contains 17026 members 
Mstep: Class 16 contains 14275 members 
Mstep: Class 17 contains 37885 members 
Mstep: Class 18 contains 3241 members 
Mstep: Class 19 contains 5634 members 
Mstep: Class 20 contains 11834 members 
Mstep: Class 21 contains 9879 members 
Mstep: Class 22 contains 9982 members 
Mstep: Class 23 contains 28773 members 
Mstep: Class 24 contains 536012 members 
Mstep: Class 25 contains 61447 members 
Mstep: Class 26 contains 6890 members 
Mstep: Class 27 contains 3458 members 
Mstep: Class 28 contains 69555 members 
Mstep: Class 29 contains 5908 members 
Mstep: Class 30 contains 15917 members 
Mstep: Class 31 contains 2680 members 
Mstep: Class 32 contains 21699 members 
Mstep: Class 33 contains 2733 members 
Mstep: Class 34 contains 628 members 
Entering Unmasked Estep 
Score: -111982592.000000 Penalty: 119701.210938
Splitting cluster 31 changes total score from -111984040.000000 to -111982592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (21699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21699 members 
Entering Unmasked Estep 
Score: -1793576.875000 Penalty: 2476.285400
	Iteration 0F: 2 clusters Score -1793577 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -1778458.375000 Penalty: 4952.570801
	Iteration 0F: 3 clusters Score -1778458 nChanged 9565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -1783416.750000 Penalty: 4952.570801
	Iteration 1F: 3 clusters Score -1783417 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -1783764.750000 Penalty: 4952.570801
	Iteration 2F: 3 clusters Score -1783765 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -1784030.125000 Penalty: 4952.570801
	Iteration 3Q: 3 clusters Score -1784030 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -1784301.125000 Penalty: 4952.570801
	Iteration 4Q: 3 clusters Score -1784301 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -1784546.625000 Penalty: 4952.570801
	Iteration 5Q: 3 clusters Score -1784547 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -1784825.625000 Penalty: 4952.570801
	Iteration 6Q: 3 clusters Score -1784826 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -1785182.000000 Penalty: 4952.570801
	Iteration 7Q: 3 clusters Score -1785182 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -1785674.625000 Penalty: 4952.570801
	Iteration 8Q: 3 clusters Score -1785675 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -1786315.125000 Penalty: 4952.570801
	Iteration 9Q: 3 clusters Score -1786315 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 15937 members 
Entering Unmasked Estep 
Score: -1787120.000000 Penalty: 4952.570801
	Iteration 10F: 3 clusters Score -1787120 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
Score: -1788052.625000 Penalty: 4952.570801
	Iteration 11F: 3 clusters Score -1788053 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 17991 members 
Entering Unmasked Estep 
Score: -1788966.875000 Penalty: 4952.570801
	Iteration 12Q: 3 clusters Score -1788967 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 18756 members 
Entering Unmasked Estep 
Score: -1789664.000000 Penalty: 4952.570801
	Iteration 13Q: 3 clusters Score -1789664 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 19297 members 
Entering Unmasked Estep 
Score: -1790112.625000 Penalty: 4952.570801
	Iteration 14Q: 3 clusters Score -1790113 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 19704 members 
Entering Unmasked Estep 
Score: -1790426.750000 Penalty: 4952.570801
	Iteration 15Q: 3 clusters Score -1790427 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 20035 members 
Entering Unmasked Estep 
Score: -1790655.125000 Penalty: 4952.570801
	Iteration 16Q: 3 clusters Score -1790655 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 20271 members 
Entering Unmasked Estep 
Score: -1790814.250000 Penalty: 4952.570801
	Iteration 17Q: 3 clusters Score -1790814 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 20455 members 
Entering Unmasked Estep 
Score: -1790940.000000 Penalty: 4952.570801
	Iteration 18Q: 3 clusters Score -1790940 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 20597 members 
Entering Unmasked Estep 
Score: -1791042.625000 Penalty: 4952.570801
	Iteration 19Q: 3 clusters Score -1791043 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 20728 members 
Entering Unmasked Estep 
Score: -1791132.000000 Penalty: 4952.570801
	Iteration 20F: 3 clusters Score -1791132 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 20816 members 
Entering Unmasked Estep 
Score: -1791197.625000 Penalty: 4952.570801
	Iteration 21Q: 3 clusters Score -1791198 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 20874 members 
Entering Unmasked Estep 
Score: -1791233.125000 Penalty: 4952.570801
	Iteration 22Q: 3 clusters Score -1791233 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 20928 members 
Entering Unmasked Estep 
Score: -1791272.125000 Penalty: 4952.570801
	Iteration 23Q: 3 clusters Score -1791272 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 20972 members 
Entering Unmasked Estep 
Score: -1791300.375000 Penalty: 4952.570801
	Iteration 24Q: 3 clusters Score -1791300 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 21006 members 
Entering Unmasked Estep 
Score: -1791324.875000 Penalty: 4952.570801
	Iteration 25Q: 3 clusters Score -1791325 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 21037 members 
Entering Unmasked Estep 
Score: -1791346.125000 Penalty: 4952.570801
	Iteration 26Q: 3 clusters Score -1791346 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 21061 members 
Entering Unmasked Estep 
Score: -1791360.625000 Penalty: 4952.570801
	Iteration 27Q: 3 clusters Score -1791361 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 21081 members 
Entering Unmasked Estep 
Score: -1791379.250000 Penalty: 4952.570801
	Iteration 28Q: 3 clusters Score -1791379 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 21093 members 
Entering Unmasked Estep 
Score: -1791389.625000 Penalty: 4952.570801
	Iteration 29Q: 3 clusters Score -1791390 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 21100 members 
Entering Unmasked Estep 
Score: -1791397.250000 Penalty: 4952.570801
	Iteration 30Q: 3 clusters Score -1791397 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 21108 members 
Entering Unmasked Estep 
Score: -1791404.250000 Penalty: 4952.570801
	Iteration 31Q: 3 clusters Score -1791404 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 21114 members 
Entering Unmasked Estep 
Score: -1791410.375000 Penalty: 4952.570801
	Iteration 32Q: 3 clusters Score -1791410 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 21124 members 
Entering Unmasked Estep 
Score: -1791417.500000 Penalty: 4952.570801
	Iteration 33Q: 3 clusters Score -1791418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 21131 members 
Entering Unmasked Estep 
Score: -1791423.250000 Penalty: 4952.570801
	Iteration 34Q: 3 clusters Score -1791423 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
Score: -1791427.500000 Penalty: 4952.570801
	Iteration 35Q: 3 clusters Score -1791428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 21141 members 
Entering Unmasked Estep 
Score: -1791432.000000 Penalty: 4952.570801
	Iteration 36Q: 3 clusters Score -1791432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 21144 members 
Entering Unmasked Estep 
Score: -1791433.500000 Penalty: 4952.570801
	Iteration 37Q: 3 clusters Score -1791434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 21148 members 
Entering Unmasked Estep 
Score: -1791433.750000 Penalty: 4952.570801
	Iteration 38Q: 3 clusters Score -1791434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 21149 members 
Entering Unmasked Estep 
Score: -1791433.750000 Penalty: 4952.570801
	Iteration 39Q: 3 clusters Score -1791434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 21150 members 
Entering Unmasked Estep 
Score: -1791434.125000 Penalty: 4952.570801
	Iteration 40F: 3 clusters Score -1791434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Entering Unmasked Estep 
Score: -203424.937500 Penalty: 1962.462402
	Iteration 0F: 2 clusters Score -203424.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -200307.765625 Penalty: 3924.924805
	Iteration 0F: 3 clusters Score -200307.8 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -200941.703125 Penalty: 3924.924805
	Iteration 1F: 3 clusters Score -200941.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -201086.015625 Penalty: 3924.924805
	Iteration 2F: 3 clusters Score -201086 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -201173.593750 Penalty: 3924.924805
	Iteration 3Q: 3 clusters Score -201173.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -201240.093750 Penalty: 3924.924805
	Iteration 4Q: 3 clusters Score -201240.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -201285.578125 Penalty: 3924.924805
	Iteration 5Q: 3 clusters Score -201285.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -201320.234375 Penalty: 3924.924805
	Iteration 6Q: 3 clusters Score -201320.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -201345.281250 Penalty: 3924.924805
	Iteration 7Q: 3 clusters Score -201345.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -201369.468750 Penalty: 3924.924805
	Iteration 8Q: 3 clusters Score -201369.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -201382.093750 Penalty: 3924.924805
	Iteration 9Q: 3 clusters Score -201382.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -201398.375000 Penalty: 3924.924805
	Iteration 10Q: 3 clusters Score -201398.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -201419.921875 Penalty: 3924.924805
	Iteration 11Q: 3 clusters Score -201419.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -201443.578125 Penalty: 3924.924805
	Iteration 12Q: 3 clusters Score -201443.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -201458.593750 Penalty: 3924.924805
	Iteration 13Q: 3 clusters Score -201458.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -201470.468750 Penalty: 3924.924805
	Iteration 14Q: 3 clusters Score -201470.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -201495.125000 Penalty: 3924.924805
	Iteration 15Q: 3 clusters Score -201495.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -201523.875000 Penalty: 3924.924805
	Iteration 16Q: 3 clusters Score -201523.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -201555.546875 Penalty: 3924.924805
	Iteration 17Q: 3 clusters Score -201555.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -201585.421875 Penalty: 3924.924805
	Iteration 18Q: 3 clusters Score -201585.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -201615.640625 Penalty: 3924.924805
	Iteration 19Q: 3 clusters Score -201615.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -201632.265625 Penalty: 3924.924805
	Iteration 20F: 3 clusters Score -201632.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -201649.468750 Penalty: 3924.924805
	Iteration 21Q: 3 clusters Score -201649.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -201664.718750 Penalty: 3924.924805
	Iteration 22Q: 3 clusters Score -201664.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -201685.578125 Penalty: 3924.924805
	Iteration 23Q: 3 clusters Score -201685.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -201704.765625 Penalty: 3924.924805
	Iteration 24Q: 3 clusters Score -201704.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -201724.984375 Penalty: 3924.924805
	Iteration 25Q: 3 clusters Score -201725 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -201744.609375 Penalty: 3924.924805
	Iteration 26Q: 3 clusters Score -201744.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -201760.265625 Penalty: 3924.924805
	Iteration 27Q: 3 clusters Score -201760.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -201775.812500 Penalty: 3924.924805
	Iteration 28Q: 3 clusters Score -201775.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -201789.437500 Penalty: 3924.924805
	Iteration 29Q: 3 clusters Score -201789.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -201801.265625 Penalty: 3924.924805
	Iteration 30Q: 3 clusters Score -201801.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -201814.375000 Penalty: 3924.924805
	Iteration 31Q: 3 clusters Score -201814.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -201828.109375 Penalty: 3924.924805
	Iteration 32Q: 3 clusters Score -201828.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -201845.875000 Penalty: 3924.924805
	Iteration 33Q: 3 clusters Score -201845.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -201860.500000 Penalty: 3924.924805
	Iteration 34Q: 3 clusters Score -201860.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -201872.875000 Penalty: 3924.924805
	Iteration 35Q: 3 clusters Score -201872.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -201883.437500 Penalty: 3924.924805
	Iteration 36Q: 3 clusters Score -201883.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -201889.109375 Penalty: 3924.924805
	Iteration 37Q: 3 clusters Score -201889.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -201893.062500 Penalty: 3924.924805
	Iteration 38Q: 3 clusters Score -201893.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -201899.500000 Penalty: 3924.924805
	Iteration 39Q: 3 clusters Score -201899.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -201907.515625 Penalty: 3924.924805
	Iteration 40F: 3 clusters Score -201907.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -201915.671875 Penalty: 3924.924805
	Iteration 41Q: 3 clusters Score -201915.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -201925.875000 Penalty: 3924.924805
	Iteration 42Q: 3 clusters Score -201925.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -201935.500000 Penalty: 3924.924805
	Iteration 43Q: 3 clusters Score -201935.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -201946.718750 Penalty: 3924.924805
	Iteration 44Q: 3 clusters Score -201946.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -201961.640625 Penalty: 3924.924805
	Iteration 45Q: 3 clusters Score -201961.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -201979.609375 Penalty: 3924.924805
	Iteration 46Q: 3 clusters Score -201979.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -201999.921875 Penalty: 3924.924805
	Iteration 47Q: 3 clusters Score -201999.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -202016.140625 Penalty: 3924.924805
	Iteration 48Q: 3 clusters Score -202016.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -202031.312500 Penalty: 3924.924805
	Iteration 49Q: 3 clusters Score -202031.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -202049.500000 Penalty: 3924.924805
	Iteration 50Q: 3 clusters Score -202049.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -202059.343750 Penalty: 3924.924805
	Iteration 51Q: 3 clusters Score -202059.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -202066.781250 Penalty: 3924.924805
	Iteration 52Q: 3 clusters Score -202066.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -202075.421875 Penalty: 3924.924805
	Iteration 53Q: 3 clusters Score -202075.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -202083.484375 Penalty: 3924.924805
	Iteration 54Q: 3 clusters Score -202083.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -202090.593750 Penalty: 3924.924805
	Iteration 55Q: 3 clusters Score -202090.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -202096.781250 Penalty: 3924.924805
	Iteration 56Q: 3 clusters Score -202096.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -202102.515625 Penalty: 3924.924805
	Iteration 57Q: 3 clusters Score -202102.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -202106.296875 Penalty: 3924.924805
	Iteration 58Q: 3 clusters Score -202106.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -202108.828125 Penalty: 3924.924805
	Iteration 59Q: 3 clusters Score -202108.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -202109.406250 Penalty: 3924.924805
	Iteration 60F: 3 clusters Score -202109.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74967 members 
Mstep: Class 2 contains 24210 members 
Mstep: Class 3 contains 3377 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 86242 members 
Mstep: Class 6 contains 154081 members 
Mstep: Class 7 contains 8598 members 
Mstep: Class 8 contains 8386 members 
Mstep: Class 9 contains 75645 members 
Mstep: Class 10 contains 65032 members 
Mstep: Class 11 contains 6380 members 
Mstep: Class 12 contains 60502 members 
Mstep: Class 13 contains 5827 members 
Mstep: Class 14 contains 20816 members 
Mstep: Class 15 contains 17026 members 
Mstep: Class 16 contains 14275 members 
Mstep: Class 17 contains 37885 members 
Mstep: Class 18 contains 3241 members 
Mstep: Class 19 contains 5634 members 
Mstep: Class 20 contains 11834 members 
Mstep: Class 21 contains 9879 members 
Mstep: Class 22 contains 9982 members 
Mstep: Class 23 contains 28773 members 
Mstep: Class 24 contains 536012 members 
Mstep: Class 25 contains 61447 members 
Mstep: Class 26 contains 6890 members 
Mstep: Class 27 contains 3458 members 
Mstep: Class 28 contains 69555 members 
Mstep: Class 29 contains 5908 members 
Mstep: Class 30 contains 15917 members 
Mstep: Class 31 contains 3308 members 
Mstep: Class 32 contains 21699 members 
Mstep: Class 33 contains 2733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984040.000000 Penalty: 116180.585938
Iteration 239Q: 34 clusters Score -1.11984e+08 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74965 members 
Mstep: Class 2 contains 24208 members 
Mstep: Class 3 contains 3379 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 86354 members 
Mstep: Class 6 contains 154083 members 
Mstep: Class 7 contains 8598 members 
Mstep: Class 8 contains 8385 members 
Mstep: Class 9 contains 75650 members 
Mstep: Class 10 contains 64995 members 
Mstep: Class 11 contains 6380 members 
Mstep: Class 12 contains 60505 members 
Mstep: Class 13 contains 5827 members 
Mstep: Class 14 contains 20818 members 
Mstep: Class 15 contains 17025 members 
Mstep: Class 16 contains 14268 members 
Mstep: Class 17 contains 37888 members 
Mstep: Class 18 contains 3234 members 
Mstep: Class 19 contains 5634 members 
Mstep: Class 20 contains 11834 members 
Mstep: Class 21 contains 9877 members 
Mstep: Class 22 contains 9983 members 
Mstep: Class 23 contains 28767 members 
Mstep: Class 24 contains 535923 members 
Mstep: Class 25 contains 61428 members 
Mstep: Class 26 contains 6890 members 
Mstep: Class 27 contains 3458 members 
Mstep: Class 28 contains 69560 members 
Mstep: Class 29 contains 5908 members 
Mstep: Class 30 contains 15925 members 
Mstep: Class 31 contains 3309 members 
Mstep: Class 32 contains 21728 members 
Mstep: Class 33 contains 2733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111983904.000000 Penalty: 116180.585938
Iteration 240F: 34 clusters Score -1.119839e+08 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74965 members 
Mstep: Class 2 contains 24208 members 
Mstep: Class 3 contains 3383 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 86473 members 
Mstep: Class 6 contains 154080 members 
Mstep: Class 7 contains 8597 members 
Mstep: Class 8 contains 8384 members 
Mstep: Class 9 contains 75654 members 
Mstep: Class 10 contains 64969 members 
Mstep: Class 11 contains 6382 members 
Mstep: Class 12 contains 60505 members 
Mstep: Class 13 contains 5827 members 
Mstep: Class 14 contains 20827 members 
Mstep: Class 15 contains 17025 members 
Mstep: Class 16 contains 14268 members 
Mstep: Class 17 contains 37882 members 
Mstep: Class 18 contains 3223 members 
Mstep: Class 19 contains 5634 members 
Mstep: Class 20 contains 11834 members 
Mstep: Class 21 contains 9876 members 
Mstep: Class 22 contains 9984 members 
Mstep: Class 23 contains 28763 members 
Mstep: Class 24 contains 535833 members 
Mstep: Class 25 contains 61408 members 
Mstep: Class 26 contains 6889 members 
Mstep: Class 27 contains 3458 members 
Mstep: Class 28 contains 69563 members 
Mstep: Class 29 contains 5906 members 
Mstep: Class 30 contains 15928 members 
Mstep: Class 31 contains 3312 members 
Mstep: Class 32 contains 21746 members 
Mstep: Class 33 contains 2733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984064.000000 Penalty: 116180.585938
Iteration 241Q: 34 clusters Score -1.119841e+08 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74961 members 
Mstep: Class 2 contains 24209 members 
Mstep: Class 3 contains 3385 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 86603 members 
Mstep: Class 6 contains 154079 members 
Mstep: Class 7 contains 8597 members 
Mstep: Class 8 contains 8384 members 
Mstep: Class 9 contains 75664 members 
Mstep: Class 10 contains 64936 members 
Mstep: Class 11 contains 6380 members 
Mstep: Class 12 contains 60501 members 
Mstep: Class 13 contains 5826 members 
Mstep: Class 14 contains 20842 members 
Mstep: Class 15 contains 17025 members 
Mstep: Class 16 contains 14267 members 
Mstep: Class 17 contains 37883 members 
Mstep: Class 18 contains 3215 members 
Mstep: Class 19 contains 5635 members 
Mstep: Class 20 contains 11834 members 
Mstep: Class 21 contains 9874 members 
Mstep: Class 22 contains 9986 members 
Mstep: Class 23 contains 28762 members 
Mstep: Class 24 contains 535728 members 
Mstep: Class 25 contains 61397 members 
Mstep: Class 26 contains 6885 members 
Mstep: Class 27 contains 3458 members 
Mstep: Class 28 contains 69567 members 
Mstep: Class 29 contains 5907 members 
Mstep: Class 30 contains 15932 members 
Mstep: Class 31 contains 3312 members 
Mstep: Class 32 contains 21753 members 
Mstep: Class 33 contains 2733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984000.000000 Penalty: 116180.585938
Iteration 242Q: 34 clusters Score -1.11984e+08 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74956 members 
Mstep: Class 2 contains 24209 members 
Mstep: Class 3 contains 3384 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 86726 members 
Mstep: Class 6 contains 154073 members 
Mstep: Class 7 contains 8597 members 
Mstep: Class 8 contains 8384 members 
Mstep: Class 9 contains 75668 members 
Mstep: Class 10 contains 64909 members 
Mstep: Class 11 contains 6377 members 
Mstep: Class 12 contains 60496 members 
Mstep: Class 13 contains 5824 members 
Mstep: Class 14 contains 20854 members 
Mstep: Class 15 contains 17025 members 
Mstep: Class 16 contains 14270 members 
Mstep: Class 17 contains 37888 members 
Mstep: Class 18 contains 3211 members 
Mstep: Class 19 contains 5636 members 
Mstep: Class 20 contains 11834 members 
Mstep: Class 21 contains 9875 members 
Mstep: Class 22 contains 9987 members 
Mstep: Class 23 contains 28760 members 
Mstep: Class 24 contains 535626 members 
Mstep: Class 25 contains 61388 members 
Mstep: Class 26 contains 6882 members 
Mstep: Class 27 contains 3457 members 
Mstep: Class 28 contains 69571 members 
Mstep: Class 29 contains 5906 members 
Mstep: Class 30 contains 15932 members 
Mstep: Class 31 contains 3314 members 
Mstep: Class 32 contains 21767 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984072.000000 Penalty: 116180.585938
Iteration 243Q: 34 clusters Score -1.119841e+08 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74956 members 
Mstep: Class 2 contains 24213 members 
Mstep: Class 3 contains 3382 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 86853 members 
Mstep: Class 6 contains 154070 members 
Mstep: Class 7 contains 8597 members 
Mstep: Class 8 contains 8384 members 
Mstep: Class 9 contains 75675 members 
Mstep: Class 10 contains 64885 members 
Mstep: Class 11 contains 6373 members 
Mstep: Class 12 contains 60490 members 
Mstep: Class 13 contains 5823 members 
Mstep: Class 14 contains 20868 members 
Mstep: Class 15 contains 17023 members 
Mstep: Class 16 contains 14259 members 
Mstep: Class 17 contains 37890 members 
Mstep: Class 18 contains 3203 members 
Mstep: Class 19 contains 5637 members 
Mstep: Class 20 contains 11834 members 
Mstep: Class 21 contains 9875 members 
Mstep: Class 22 contains 9987 members 
Mstep: Class 23 contains 28760 members 
Mstep: Class 24 contains 535521 members 
Mstep: Class 25 contains 61378 members 
Mstep: Class 26 contains 6879 members 
Mstep: Class 27 contains 3458 members 
Mstep: Class 28 contains 69576 members 
Mstep: Class 29 contains 5906 members 
Mstep: Class 30 contains 15932 members 
Mstep: Class 31 contains 3314 members 
Mstep: Class 32 contains 21785 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111983896.000000 Penalty: 116180.585938
Iteration 244Q: 34 clusters Score -1.119839e+08 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74954 members 
Mstep: Class 2 contains 24211 members 
Mstep: Class 3 contains 3383 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 86981 members 
Mstep: Class 6 contains 154063 members 
Mstep: Class 7 contains 8597 members 
Mstep: Class 8 contains 8384 members 
Mstep: Class 9 contains 75682 members 
Mstep: Class 10 contains 64867 members 
Mstep: Class 11 contains 6368 members 
Mstep: Class 12 contains 60483 members 
Mstep: Class 13 contains 5821 members 
Mstep: Class 14 contains 20886 members 
Mstep: Class 15 contains 17023 members 
Mstep: Class 16 contains 14252 members 
Mstep: Class 17 contains 37889 members 
Mstep: Class 18 contains 3200 members 
Mstep: Class 19 contains 5636 members 
Mstep: Class 20 contains 11834 members 
Mstep: Class 21 contains 9875 members 
Mstep: Class 22 contains 9987 members 
Mstep: Class 23 contains 28759 members 
Mstep: Class 24 contains 535418 members 
Mstep: Class 25 contains 61358 members 
Mstep: Class 26 contains 6879 members 
Mstep: Class 27 contains 3458 members 
Mstep: Class 28 contains 69583 members 
Mstep: Class 29 contains 5906 members 
Mstep: Class 30 contains 15934 members 
Mstep: Class 31 contains 3314 members 
Mstep: Class 32 contains 21801 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111983936.000000 Penalty: 116180.585938
Iteration 245Q: 34 clusters Score -1.119839e+08 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74952 members 
Mstep: Class 2 contains 24212 members 
Mstep: Class 3 contains 3383 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 87098 members 
Mstep: Class 6 contains 154060 members 
Mstep: Class 7 contains 8597 members 
Mstep: Class 8 contains 8384 members 
Mstep: Class 9 contains 75684 members 
Mstep: Class 10 contains 64848 members 
Mstep: Class 11 contains 6365 members 
Mstep: Class 12 contains 60476 members 
Mstep: Class 13 contains 5820 members 
Mstep: Class 14 contains 20903 members 
Mstep: Class 15 contains 17026 members 
Mstep: Class 16 contains 14246 members 
Mstep: Class 17 contains 37898 members 
Mstep: Class 18 contains 3197 members 
Mstep: Class 19 contains 5636 members 
Mstep: Class 20 contains 11834 members 
Mstep: Class 21 contains 9875 members 
Mstep: Class 22 contains 9987 members 
Mstep: Class 23 contains 28759 members 
Mstep: Class 24 contains 535324 members 
Mstep: Class 25 contains 61334 members 
Mstep: Class 26 contains 6879 members 
Mstep: Class 27 contains 3458 members 
Mstep: Class 28 contains 69584 members 
Mstep: Class 29 contains 5907 members 
Mstep: Class 30 contains 15935 members 
Mstep: Class 31 contains 3313 members 
Mstep: Class 32 contains 21812 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984056.000000 Penalty: 116180.585938
Iteration 246Q: 34 clusters Score -1.119841e+08 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74948 members 
Mstep: Class 2 contains 24211 members 
Mstep: Class 3 contains 3384 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 87203 members 
Mstep: Class 6 contains 154057 members 
Mstep: Class 7 contains 8597 members 
Mstep: Class 8 contains 8384 members 
Mstep: Class 9 contains 75687 members 
Mstep: Class 10 contains 64832 members 
Mstep: Class 11 contains 6365 members 
Mstep: Class 12 contains 60470 members 
Mstep: Class 13 contains 5820 members 
Mstep: Class 14 contains 20921 members 
Mstep: Class 15 contains 17027 members 
Mstep: Class 16 contains 14236 members 
Mstep: Class 17 contains 37903 members 
Mstep: Class 18 contains 3193 members 
Mstep: Class 19 contains 5636 members 
Mstep: Class 20 contains 11834 members 
Mstep: Class 21 contains 9875 members 
Mstep: Class 22 contains 9987 members 
Mstep: Class 23 contains 28759 members 
Mstep: Class 24 contains 535245 members 
Mstep: Class 25 contains 61309 members 
Mstep: Class 26 contains 6879 members 
Mstep: Class 27 contains 3457 members 
Mstep: Class 28 contains 69588 members 
Mstep: Class 29 contains 5907 members 
Mstep: Class 30 contains 15936 members 
Mstep: Class 31 contains 3313 members 
Mstep: Class 32 contains 21823 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984080.000000 Penalty: 116180.585938
Iteration 247Q: 34 clusters Score -1.119841e+08 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74945 members 
Mstep: Class 2 contains 24211 members 
Mstep: Class 3 contains 3383 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 87326 members 
Mstep: Class 6 contains 154057 members 
Mstep: Class 7 contains 8597 members 
Mstep: Class 8 contains 8384 members 
Mstep: Class 9 contains 75690 members 
Mstep: Class 10 contains 64805 members 
Mstep: Class 11 contains 6365 members 
Mstep: Class 12 contains 60467 members 
Mstep: Class 13 contains 5820 members 
Mstep: Class 14 contains 20931 members 
Mstep: Class 15 contains 17024 members 
Mstep: Class 16 contains 14231 members 
Mstep: Class 17 contains 37902 members 
Mstep: Class 18 contains 3187 members 
Mstep: Class 19 contains 5636 members 
Mstep: Class 20 contains 11834 members 
Mstep: Class 21 contains 9875 members 
Mstep: Class 22 contains 9987 members 
Mstep: Class 23 contains 28762 members 
Mstep: Class 24 contains 535159 members 
Mstep: Class 25 contains 61291 members 
Mstep: Class 26 contains 6877 members 
Mstep: Class 27 contains 3457 members 
Mstep: Class 28 contains 69591 members 
Mstep: Class 29 contains 5906 members 
Mstep: Class 30 contains 15937 members 
Mstep: Class 31 contains 3313 members 
Mstep: Class 32 contains 21836 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984152.000000 Penalty: 116180.585938
Iteration 248Q: 34 clusters Score -1.119842e+08 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74943 members 
Mstep: Class 2 contains 24214 members 
Mstep: Class 3 contains 3383 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 87455 members 
Mstep: Class 6 contains 154055 members 
Mstep: Class 7 contains 8597 members 
Mstep: Class 8 contains 8384 members 
Mstep: Class 9 contains 75696 members 
Mstep: Class 10 contains 64782 members 
Mstep: Class 11 contains 6365 members 
Mstep: Class 12 contains 60463 members 
Mstep: Class 13 contains 5820 members 
Mstep: Class 14 contains 20940 members 
Mstep: Class 15 contains 17021 members 
Mstep: Class 16 contains 14238 members 
Mstep: Class 17 contains 37899 members 
Mstep: Class 18 contains 3182 members 
Mstep: Class 19 contains 5636 members 
Mstep: Class 20 contains 11834 members 
Mstep: Class 21 contains 9875 members 
Mstep: Class 22 contains 9987 members 
Mstep: Class 23 contains 28757 members 
Mstep: Class 24 contains 535041 members 
Mstep: Class 25 contains 61282 members 
Mstep: Class 26 contains 6878 members 
Mstep: Class 27 contains 3457 members 
Mstep: Class 28 contains 69595 members 
Mstep: Class 29 contains 5906 members 
Mstep: Class 30 contains 15940 members 
Mstep: Class 31 contains 3313 members 
Mstep: Class 32 contains 21848 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984136.000000 Penalty: 116180.585938
Iteration 249Q: 34 clusters Score -1.119841e+08 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74941 members 
Mstep: Class 2 contains 24215 members 
Mstep: Class 3 contains 3383 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 87579 members 
Mstep: Class 6 contains 154052 members 
Mstep: Class 7 contains 8597 members 
Mstep: Class 8 contains 8384 members 
Mstep: Class 9 contains 75699 members 
Mstep: Class 10 contains 64767 members 
Mstep: Class 11 contains 6365 members 
Mstep: Class 12 contains 60458 members 
Mstep: Class 13 contains 5820 members 
Mstep: Class 14 contains 20949 members 
Mstep: Class 15 contains 17021 members 
Mstep: Class 16 contains 14236 members 
Mstep: Class 17 contains 37894 members 
Mstep: Class 18 contains 3179 members 
Mstep: Class 19 contains 5636 members 
Mstep: Class 20 contains 11834 members 
Mstep: Class 21 contains 9874 members 
Mstep: Class 22 contains 9988 members 
Mstep: Class 23 contains 28753 members 
Mstep: Class 24 contains 534933 members 
Mstep: Class 25 contains 61272 members 
Mstep: Class 26 contains 6875 members 
Mstep: Class 27 contains 3457 members 
Mstep: Class 28 contains 69597 members 
Mstep: Class 29 contains 5906 members 
Mstep: Class 30 contains 15941 members 
Mstep: Class 31 contains 3313 members 
Mstep: Class 32 contains 21868 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111983992.000000 Penalty: 116180.585938
Iteration 250Q: 34 clusters Score -1.11984e+08 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74941 members 
Mstep: Class 2 contains 24216 members 
Mstep: Class 3 contains 3382 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 87696 members 
Mstep: Class 6 contains 154049 members 
Mstep: Class 7 contains 8597 members 
Mstep: Class 8 contains 8384 members 
Mstep: Class 9 contains 75706 members 
Mstep: Class 10 contains 64741 members 
Mstep: Class 11 contains 6365 members 
Mstep: Class 12 contains 60451 members 
Mstep: Class 13 contains 5820 members 
Mstep: Class 14 contains 20963 members 
Mstep: Class 15 contains 17020 members 
Mstep: Class 16 contains 14233 members 
Mstep: Class 17 contains 37889 members 
Mstep: Class 18 contains 3174 members 
Mstep: Class 19 contains 5636 members 
Mstep: Class 20 contains 11834 members 
Mstep: Class 21 contains 9874 members 
Mstep: Class 22 contains 9990 members 
Mstep: Class 23 contains 28749 members 
Mstep: Class 24 contains 534833 members 
Mstep: Class 25 contains 61266 members 
Mstep: Class 26 contains 6873 members 
Mstep: Class 27 contains 3458 members 
Mstep: Class 28 contains 69600 members 
Mstep: Class 29 contains 5906 members 
Mstep: Class 30 contains 15943 members 
Mstep: Class 31 contains 3313 members 
Mstep: Class 32 contains 21884 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984152.000000 Penalty: 116180.585938
Iteration 251Q: 34 clusters Score -1.119842e+08 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74942 members 
Mstep: Class 2 contains 24217 members 
Mstep: Class 3 contains 3381 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 87817 members 
Mstep: Class 6 contains 154048 members 
Mstep: Class 7 contains 8597 members 
Mstep: Class 8 contains 8384 members 
Mstep: Class 9 contains 75703 members 
Mstep: Class 10 contains 64722 members 
Mstep: Class 11 contains 6364 members 
Mstep: Class 12 contains 60444 members 
Mstep: Class 13 contains 5819 members 
Mstep: Class 14 contains 20979 members 
Mstep: Class 15 contains 17021 members 
Mstep: Class 16 contains 14227 members 
Mstep: Class 17 contains 37890 members 
Mstep: Class 18 contains 3170 members 
Mstep: Class 19 contains 5636 members 
Mstep: Class 20 contains 11834 members 
Mstep: Class 21 contains 9874 members 
Mstep: Class 22 contains 9989 members 
Mstep: Class 23 contains 28746 members 
Mstep: Class 24 contains 534731 members 
Mstep: Class 25 contains 61259 members 
Mstep: Class 26 contains 6869 members 
Mstep: Class 27 contains 3458 members 
Mstep: Class 28 contains 69606 members 
Mstep: Class 29 contains 5906 members 
Mstep: Class 30 contains 15945 members 
Mstep: Class 31 contains 3314 members 
Mstep: Class 32 contains 21894 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984208.000000 Penalty: 116180.585938
Iteration 252Q: 34 clusters Score -1.119842e+08 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74940 members 
Mstep: Class 2 contains 24218 members 
Mstep: Class 3 contains 3379 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 87937 members 
Mstep: Class 6 contains 154049 members 
Mstep: Class 7 contains 8597 members 
Mstep: Class 8 contains 8384 members 
Mstep: Class 9 contains 75708 members 
Mstep: Class 10 contains 64705 members 
Mstep: Class 11 contains 6364 members 
Mstep: Class 12 contains 60437 members 
Mstep: Class 13 contains 5819 members 
Mstep: Class 14 contains 20997 members 
Mstep: Class 15 contains 17022 members 
Mstep: Class 16 contains 14224 members 
Mstep: Class 17 contains 37888 members 
Mstep: Class 18 contains 3162 members 
Mstep: Class 19 contains 5636 members 
Mstep: Class 20 contains 11834 members 
Mstep: Class 21 contains 9874 members 
Mstep: Class 22 contains 9989 members 
Mstep: Class 23 contains 28739 members 
Mstep: Class 24 contains 534620 members 
Mstep: Class 25 contains 61255 members 
Mstep: Class 26 contains 6867 members 
Mstep: Class 27 contains 3458 members 
Mstep: Class 28 contains 69608 members 
Mstep: Class 29 contains 5906 members 
Mstep: Class 30 contains 15947 members 
Mstep: Class 31 contains 3316 members 
Mstep: Class 32 contains 21907 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984200.000000 Penalty: 116180.585938
Iteration 253Q: 34 clusters Score -1.119842e+08 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74942 members 
Mstep: Class 2 contains 24219 members 
Mstep: Class 3 contains 3379 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 88063 members 
Mstep: Class 6 contains 154045 members 
Mstep: Class 7 contains 8597 members 
Mstep: Class 8 contains 8384 members 
Mstep: Class 9 contains 75711 members 
Mstep: Class 10 contains 64693 members 
Mstep: Class 11 contains 6364 members 
Mstep: Class 12 contains 60428 members 
Mstep: Class 13 contains 5819 members 
Mstep: Class 14 contains 21015 members 
Mstep: Class 15 contains 17022 members 
Mstep: Class 16 contains 14212 members 
Mstep: Class 17 contains 37884 members 
Mstep: Class 18 contains 3158 members 
Mstep: Class 19 contains 5636 members 
Mstep: Class 20 contains 11834 members 
Mstep: Class 21 contains 9873 members 
Mstep: Class 22 contains 9989 members 
Mstep: Class 23 contains 28731 members 
Mstep: Class 24 contains 534505 members 
Mstep: Class 25 contains 61251 members 
Mstep: Class 26 contains 6864 members 
Mstep: Class 27 contains 3458 members 
Mstep: Class 28 contains 69612 members 
Mstep: Class 29 contains 5906 members 
Mstep: Class 30 contains 15949 members 
Mstep: Class 31 contains 3315 members 
Mstep: Class 32 contains 21928 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984240.000000 Penalty: 116180.585938
Iteration 254Q: 34 clusters Score -1.119842e+08 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74943 members 
Mstep: Class 2 contains 24219 members 
Mstep: Class 3 contains 3379 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 88150 members 
Mstep: Class 6 contains 154047 members 
Mstep: Class 7 contains 8597 members 
Mstep: Class 8 contains 8384 members 
Mstep: Class 9 contains 75717 members 
Mstep: Class 10 contains 64684 members 
Mstep: Class 11 contains 6364 members 
Mstep: Class 12 contains 60424 members 
Mstep: Class 13 contains 5819 members 
Mstep: Class 14 contains 21023 members 
Mstep: Class 15 contains 17020 members 
Mstep: Class 16 contains 14199 members 
Mstep: Class 17 contains 37886 members 
Mstep: Class 18 contains 3154 members 
Mstep: Class 19 contains 5636 members 
Mstep: Class 20 contains 11834 members 
Mstep: Class 21 contains 9873 members 
Mstep: Class 22 contains 9989 members 
Mstep: Class 23 contains 28729 members 
Mstep: Class 24 contains 534403 members 
Mstep: Class 25 contains 61245 members 
Mstep: Class 26 contains 6866 members 
Mstep: Class 27 contains 3458 members 
Mstep: Class 28 contains 69614 members 
Mstep: Class 29 contains 5906 members 
Mstep: Class 30 contains 15952 members 
Mstep: Class 31 contains 3315 members 
Mstep: Class 32 contains 21957 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984240.000000 Penalty: 116180.585938
Iteration 255Q: 34 clusters Score -1.119842e+08 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74940 members 
Mstep: Class 2 contains 24223 members 
Mstep: Class 3 contains 3379 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 88242 members 
Mstep: Class 6 contains 154048 members 
Mstep: Class 7 contains 8597 members 
Mstep: Class 8 contains 8384 members 
Mstep: Class 9 contains 75722 members 
Mstep: Class 10 contains 64689 members 
Mstep: Class 11 contains 6363 members 
Mstep: Class 12 contains 60415 members 
Mstep: Class 13 contains 5819 members 
Mstep: Class 14 contains 21027 members 
Mstep: Class 15 contains 17019 members 
Mstep: Class 16 contains 14189 members 
Mstep: Class 17 contains 37885 members 
Mstep: Class 18 contains 3150 members 
Mstep: Class 19 contains 5636 members 
Mstep: Class 20 contains 11834 members 
Mstep: Class 21 contains 9873 members 
Mstep: Class 22 contains 9989 members 
Mstep: Class 23 contains 28729 members 
Mstep: Class 24 contains 534291 members 
Mstep: Class 25 contains 61240 members 
Mstep: Class 26 contains 6865 members 
Mstep: Class 27 contains 3458 members 
Mstep: Class 28 contains 69616 members 
Mstep: Class 29 contains 5906 members 
Mstep: Class 30 contains 15958 members 
Mstep: Class 31 contains 3316 members 
Mstep: Class 32 contains 21984 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984088.000000 Penalty: 116180.585938
Iteration 256Q: 34 clusters Score -1.119841e+08 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74940 members 
Mstep: Class 2 contains 24225 members 
Mstep: Class 3 contains 3380 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 88318 members 
Mstep: Class 6 contains 154049 members 
Mstep: Class 7 contains 8597 members 
Mstep: Class 8 contains 8384 members 
Mstep: Class 9 contains 75721 members 
Mstep: Class 10 contains 64688 members 
Mstep: Class 11 contains 6360 members 
Mstep: Class 12 contains 60409 members 
Mstep: Class 13 contains 5819 members 
Mstep: Class 14 contains 21036 members 
Mstep: Class 15 contains 17019 members 
Mstep: Class 16 contains 14174 members 
Mstep: Class 17 contains 37882 members 
Mstep: Class 18 contains 3147 members 
Mstep: Class 19 contains 5636 members 
Mstep: Class 20 contains 11834 members 
Mstep: Class 21 contains 9873 members 
Mstep: Class 22 contains 9990 members 
Mstep: Class 23 contains 28732 members 
Mstep: Class 24 contains 534203 members 
Mstep: Class 25 contains 61235 members 
Mstep: Class 26 contains 6864 members 
Mstep: Class 27 contains 3458 members 
Mstep: Class 28 contains 69617 members 
Mstep: Class 29 contains 5905 members 
Mstep: Class 30 contains 15967 members 
Mstep: Class 31 contains 3316 members 
Mstep: Class 32 contains 22008 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984016.000000 Penalty: 116180.585938
Iteration 257Q: 34 clusters Score -1.11984e+08 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74939 members 
Mstep: Class 2 contains 24227 members 
Mstep: Class 3 contains 3381 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 88394 members 
Mstep: Class 6 contains 154049 members 
Mstep: Class 7 contains 8597 members 
Mstep: Class 8 contains 8383 members 
Mstep: Class 9 contains 75721 members 
Mstep: Class 10 contains 64689 members 
Mstep: Class 11 contains 6356 members 
Mstep: Class 12 contains 60402 members 
Mstep: Class 13 contains 5819 members 
Mstep: Class 14 contains 21038 members 
Mstep: Class 15 contains 17019 members 
Mstep: Class 16 contains 14171 members 
Mstep: Class 17 contains 37884 members 
Mstep: Class 18 contains 3145 members 
Mstep: Class 19 contains 5638 members 
Mstep: Class 20 contains 11834 members 
Mstep: Class 21 contains 9873 members 
Mstep: Class 22 contains 9990 members 
Mstep: Class 23 contains 28733 members 
Mstep: Class 24 contains 534107 members 
Mstep: Class 25 contains 61226 members 
Mstep: Class 26 contains 6862 members 
Mstep: Class 27 contains 3458 members 
Mstep: Class 28 contains 69619 members 
Mstep: Class 29 contains 5904 members 
Mstep: Class 30 contains 15972 members 
Mstep: Class 31 contains 3317 members 
Mstep: Class 32 contains 22039 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111983928.000000 Penalty: 116180.585938
Iteration 258Q: 34 clusters Score -1.119839e+08 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74938 members 
Mstep: Class 2 contains 24227 members 
Mstep: Class 3 contains 3380 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 88468 members 
Mstep: Class 6 contains 154047 members 
Mstep: Class 7 contains 8597 members 
Mstep: Class 8 contains 8383 members 
Mstep: Class 9 contains 75722 members 
Mstep: Class 10 contains 64681 members 
Mstep: Class 11 contains 6351 members 
Mstep: Class 12 contains 60400 members 
Mstep: Class 13 contains 5820 members 
Mstep: Class 14 contains 21042 members 
Mstep: Class 15 contains 17019 members 
Mstep: Class 16 contains 14172 members 
Mstep: Class 17 contains 37889 members 
Mstep: Class 18 contains 3141 members 
Mstep: Class 19 contains 5637 members 
Mstep: Class 20 contains 11834 members 
Mstep: Class 21 contains 9873 members 
Mstep: Class 22 contains 9990 members 
Mstep: Class 23 contains 28731 members 
Mstep: Class 24 contains 534022 members 
Mstep: Class 25 contains 61222 members 
Mstep: Class 26 contains 6864 members 
Mstep: Class 27 contains 3458 members 
Mstep: Class 28 contains 69621 members 
Mstep: Class 29 contains 5904 members 
Mstep: Class 30 contains 15976 members 
Mstep: Class 31 contains 3319 members 
Mstep: Class 32 contains 22058 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984072.000000 Penalty: 116180.585938
Iteration 259Q: 34 clusters Score -1.119841e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74938 members 
Mstep: Class 2 contains 24227 members 
Mstep: Class 3 contains 3381 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 88530 members 
Mstep: Class 6 contains 154046 members 
Mstep: Class 7 contains 8597 members 
Mstep: Class 8 contains 8382 members 
Mstep: Class 9 contains 75720 members 
Mstep: Class 10 contains 64669 members 
Mstep: Class 11 contains 6350 members 
Mstep: Class 12 contains 60400 members 
Mstep: Class 13 contains 5819 members 
Mstep: Class 14 contains 21048 members 
Mstep: Class 15 contains 17019 members 
Mstep: Class 16 contains 14172 members 
Mstep: Class 17 contains 37892 members 
Mstep: Class 18 contains 3132 members 
Mstep: Class 19 contains 5638 members 
Mstep: Class 20 contains 11834 members 
Mstep: Class 21 contains 9873 members 
Mstep: Class 22 contains 9989 members 
Mstep: Class 23 contains 28732 members 
Mstep: Class 24 contains 533954 members 
Mstep: Class 25 contains 61217 members 
Mstep: Class 26 contains 6863 members 
Mstep: Class 27 contains 3458 members 
Mstep: Class 28 contains 69624 members 
Mstep: Class 29 contains 5904 members 
Mstep: Class 30 contains 15978 members 
Mstep: Class 31 contains 3321 members 
Mstep: Class 32 contains 22079 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111983968.000000 Penalty: 116180.585938
Iteration 260F: 34 clusters Score -1.11984e+08 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74936 members 
Mstep: Class 2 contains 24229 members 
Mstep: Class 3 contains 3383 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 88579 members 
Mstep: Class 6 contains 154043 members 
Mstep: Class 7 contains 8597 members 
Mstep: Class 8 contains 8382 members 
Mstep: Class 9 contains 75723 members 
Mstep: Class 10 contains 64656 members 
Mstep: Class 11 contains 6348 members 
Mstep: Class 12 contains 60398 members 
Mstep: Class 13 contains 5819 members 
Mstep: Class 14 contains 21055 members 
Mstep: Class 15 contains 17018 members 
Mstep: Class 16 contains 14175 members 
Mstep: Class 17 contains 37895 members 
Mstep: Class 18 contains 3125 members 
Mstep: Class 19 contains 5638 members 
Mstep: Class 20 contains 11834 members 
Mstep: Class 21 contains 9873 members 
Mstep: Class 22 contains 9989 members 
Mstep: Class 23 contains 28731 members 
Mstep: Class 24 contains 533888 members 
Mstep: Class 25 contains 61213 members 
Mstep: Class 26 contains 6862 members 
Mstep: Class 27 contains 3458 members 
Mstep: Class 28 contains 69628 members 
Mstep: Class 29 contains 5903 members 
Mstep: Class 30 contains 15979 members 
Mstep: Class 31 contains 3322 members 
Mstep: Class 32 contains 22107 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111983912.000000 Penalty: 116180.585938
Iteration 261Q: 34 clusters Score -1.119839e+08 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74935 members 
Mstep: Class 2 contains 24230 members 
Mstep: Class 3 contains 3383 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 88629 members 
Mstep: Class 6 contains 154041 members 
Mstep: Class 7 contains 8597 members 
Mstep: Class 8 contains 8382 members 
Mstep: Class 9 contains 75725 members 
Mstep: Class 10 contains 64647 members 
Mstep: Class 11 contains 6347 members 
Mstep: Class 12 contains 60396 members 
Mstep: Class 13 contains 5819 members 
Mstep: Class 14 contains 21062 members 
Mstep: Class 15 contains 17019 members 
Mstep: Class 16 contains 14176 members 
Mstep: Class 17 contains 37895 members 
Mstep: Class 18 contains 3123 members 
Mstep: Class 19 contains 5638 members 
Mstep: Class 20 contains 11835 members 
Mstep: Class 21 contains 9873 members 
Mstep: Class 22 contains 9989 members 
Mstep: Class 23 contains 28732 members 
Mstep: Class 24 contains 533819 members 
Mstep: Class 25 contains 61212 members 
Mstep: Class 26 contains 6863 members 
Mstep: Class 27 contains 3458 members 
Mstep: Class 28 contains 69631 members 
Mstep: Class 29 contains 5902 members 
Mstep: Class 30 contains 15982 members 
Mstep: Class 31 contains 3322 members 
Mstep: Class 32 contains 22124 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111983928.000000 Penalty: 116180.585938
Iteration 262Q: 34 clusters Score -1.119839e+08 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74935 members 
Mstep: Class 2 contains 24229 members 
Mstep: Class 3 contains 3384 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 88672 members 
Mstep: Class 6 contains 154041 members 
Mstep: Class 7 contains 8597 members 
Mstep: Class 8 contains 8382 members 
Mstep: Class 9 contains 75726 members 
Mstep: Class 10 contains 64641 members 
Mstep: Class 11 contains 6347 members 
Mstep: Class 12 contains 60390 members 
Mstep: Class 13 contains 5819 members 
Mstep: Class 14 contains 21071 members 
Mstep: Class 15 contains 17019 members 
Mstep: Class 16 contains 14175 members 
Mstep: Class 17 contains 37896 members 
Mstep: Class 18 contains 3122 members 
Mstep: Class 19 contains 5638 members 
Mstep: Class 20 contains 11835 members 
Mstep: Class 21 contains 9871 members 
Mstep: Class 22 contains 9989 members 
Mstep: Class 23 contains 28732 members 
Mstep: Class 24 contains 533760 members 
Mstep: Class 25 contains 61207 members 
Mstep: Class 26 contains 6862 members 
Mstep: Class 27 contains 3458 members 
Mstep: Class 28 contains 69633 members 
Mstep: Class 29 contains 5902 members 
Mstep: Class 30 contains 15985 members 
Mstep: Class 31 contains 3322 members 
Mstep: Class 32 contains 22146 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111983824.000000 Penalty: 116180.585938
Iteration 263Q: 34 clusters Score -1.119838e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74933 members 
Mstep: Class 2 contains 24230 members 
Mstep: Class 3 contains 3384 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 88709 members 
Mstep: Class 6 contains 154042 members 
Mstep: Class 7 contains 8597 members 
Mstep: Class 8 contains 8382 members 
Mstep: Class 9 contains 75728 members 
Mstep: Class 10 contains 64638 members 
Mstep: Class 11 contains 6347 members 
Mstep: Class 12 contains 60382 members 
Mstep: Class 13 contains 5819 members 
Mstep: Class 14 contains 21085 members 
Mstep: Class 15 contains 17019 members 
Mstep: Class 16 contains 14174 members 
Mstep: Class 17 contains 37894 members 
Mstep: Class 18 contains 3120 members 
Mstep: Class 19 contains 5638 members 
Mstep: Class 20 contains 11835 members 
Mstep: Class 21 contains 9867 members 
Mstep: Class 22 contains 9989 members 
Mstep: Class 23 contains 28734 members 
Mstep: Class 24 contains 533708 members 
Mstep: Class 25 contains 61203 members 
Mstep: Class 26 contains 6860 members 
Mstep: Class 27 contains 3458 members 
Mstep: Class 28 contains 69636 members 
Mstep: Class 29 contains 5902 members 
Mstep: Class 30 contains 15989 members 
Mstep: Class 31 contains 3323 members 
Mstep: Class 32 contains 22161 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111983880.000000 Penalty: 116180.585938
Iteration 264Q: 34 clusters Score -1.119839e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74929 members 
Mstep: Class 2 contains 24230 members 
Mstep: Class 3 contains 3386 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 88760 members 
Mstep: Class 6 contains 154045 members 
Mstep: Class 7 contains 8597 members 
Mstep: Class 8 contains 8382 members 
Mstep: Class 9 contains 75732 members 
Mstep: Class 10 contains 64630 members 
Mstep: Class 11 contains 6347 members 
Mstep: Class 12 contains 60378 members 
Mstep: Class 13 contains 5819 members 
Mstep: Class 14 contains 21090 members 
Mstep: Class 15 contains 17019 members 
Mstep: Class 16 contains 14172 members 
Mstep: Class 17 contains 37894 members 
Mstep: Class 18 contains 3118 members 
Mstep: Class 19 contains 5638 members 
Mstep: Class 20 contains 11835 members 
Mstep: Class 21 contains 9863 members 
Mstep: Class 22 contains 9990 members 
Mstep: Class 23 contains 28735 members 
Mstep: Class 24 contains 533644 members 
Mstep: Class 25 contains 61201 members 
Mstep: Class 26 contains 6859 members 
Mstep: Class 27 contains 3458 members 
Mstep: Class 28 contains 69639 members 
Mstep: Class 29 contains 5902 members 
Mstep: Class 30 contains 15993 members 
Mstep: Class 31 contains 3323 members 
Mstep: Class 32 contains 22178 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111983912.000000 Penalty: 116180.585938
Iteration 265Q: 34 clusters Score -1.119839e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74929 members 
Mstep: Class 2 contains 24230 members 
Mstep: Class 3 contains 3388 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 88815 members 
Mstep: Class 6 contains 154043 members 
Mstep: Class 7 contains 8597 members 
Mstep: Class 8 contains 8381 members 
Mstep: Class 9 contains 75734 members 
Mstep: Class 10 contains 64615 members 
Mstep: Class 11 contains 6348 members 
Mstep: Class 12 contains 60375 members 
Mstep: Class 13 contains 5819 members 
Mstep: Class 14 contains 21098 members 
Mstep: Class 15 contains 17019 members 
Mstep: Class 16 contains 14168 members 
Mstep: Class 17 contains 37893 members 
Mstep: Class 18 contains 3116 members 
Mstep: Class 19 contains 5638 members 
Mstep: Class 20 contains 11835 members 
Mstep: Class 21 contains 9860 members 
Mstep: Class 22 contains 9991 members 
Mstep: Class 23 contains 28736 members 
Mstep: Class 24 contains 533591 members 
Mstep: Class 25 contains 61200 members 
Mstep: Class 26 contains 6859 members 
Mstep: Class 27 contains 3458 members 
Mstep: Class 28 contains 69638 members 
Mstep: Class 29 contains 5902 members 
Mstep: Class 30 contains 15997 members 
Mstep: Class 31 contains 3323 members 
Mstep: Class 32 contains 22190 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984008.000000 Penalty: 116180.585938
Iteration 266Q: 34 clusters Score -1.11984e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74927 members 
Mstep: Class 2 contains 24230 members 
Mstep: Class 3 contains 3389 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 88876 members 
Mstep: Class 6 contains 154041 members 
Mstep: Class 7 contains 8597 members 
Mstep: Class 8 contains 8381 members 
Mstep: Class 9 contains 75734 members 
Mstep: Class 10 contains 64599 members 
Mstep: Class 11 contains 6348 members 
Mstep: Class 12 contains 60377 members 
Mstep: Class 13 contains 5819 members 
Mstep: Class 14 contains 21112 members 
Mstep: Class 15 contains 17019 members 
Mstep: Class 16 contains 14157 members 
Mstep: Class 17 contains 37894 members 
Mstep: Class 18 contains 3114 members 
Mstep: Class 19 contains 5639 members 
Mstep: Class 20 contains 11835 members 
Mstep: Class 21 contains 9859 members 
Mstep: Class 22 contains 9993 members 
Mstep: Class 23 contains 28735 members 
Mstep: Class 24 contains 533530 members 
Mstep: Class 25 contains 61198 members 
Mstep: Class 26 contains 6861 members 
Mstep: Class 27 contains 3458 members 
Mstep: Class 28 contains 69638 members 
Mstep: Class 29 contains 5902 members 
Mstep: Class 30 contains 16001 members 
Mstep: Class 31 contains 3323 members 
Mstep: Class 32 contains 22200 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984008.000000 Penalty: 116180.585938
Iteration 267Q: 34 clusters Score -1.11984e+08 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74926 members 
Mstep: Class 2 contains 24230 members 
Mstep: Class 3 contains 3389 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 88939 members 
Mstep: Class 6 contains 154042 members 
Mstep: Class 7 contains 8597 members 
Mstep: Class 8 contains 8381 members 
Mstep: Class 9 contains 75734 members 
Mstep: Class 10 contains 64586 members 
Mstep: Class 11 contains 6347 members 
Mstep: Class 12 contains 60376 members 
Mstep: Class 13 contains 5819 members 
Mstep: Class 14 contains 21126 members 
Mstep: Class 15 contains 17019 members 
Mstep: Class 16 contains 14145 members 
Mstep: Class 17 contains 37899 members 
Mstep: Class 18 contains 3114 members 
Mstep: Class 19 contains 5639 members 
Mstep: Class 20 contains 11835 members 
Mstep: Class 21 contains 9857 members 
Mstep: Class 22 contains 9993 members 
Mstep: Class 23 contains 28734 members 
Mstep: Class 24 contains 533466 members 
Mstep: Class 25 contains 61193 members 
Mstep: Class 26 contains 6860 members 
Mstep: Class 27 contains 3458 members 
Mstep: Class 28 contains 69639 members 
Mstep: Class 29 contains 5902 members 
Mstep: Class 30 contains 16003 members 
Mstep: Class 31 contains 3323 members 
Mstep: Class 32 contains 22215 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111983880.000000 Penalty: 116180.585938
Iteration 268Q: 34 clusters Score -1.119839e+08 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74925 members 
Mstep: Class 2 contains 24230 members 
Mstep: Class 3 contains 3388 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 89010 members 
Mstep: Class 6 contains 154042 members 
Mstep: Class 7 contains 8597 members 
Mstep: Class 8 contains 8381 members 
Mstep: Class 9 contains 75735 members 
Mstep: Class 10 contains 64563 members 
Mstep: Class 11 contains 6348 members 
Mstep: Class 12 contains 60382 members 
Mstep: Class 13 contains 5819 members 
Mstep: Class 14 contains 21138 members 
Mstep: Class 15 contains 17019 members 
Mstep: Class 16 contains 14139 members 
Mstep: Class 17 contains 37901 members 
Mstep: Class 18 contains 3114 members 
Mstep: Class 19 contains 5639 members 
Mstep: Class 20 contains 11835 members 
Mstep: Class 21 contains 9855 members 
Mstep: Class 22 contains 9993 members 
Mstep: Class 23 contains 28736 members 
Mstep: Class 24 contains 533398 members 
Mstep: Class 25 contains 61188 members 
Mstep: Class 26 contains 6856 members 
Mstep: Class 27 contains 3458 members 
Mstep: Class 28 contains 69639 members 
Mstep: Class 29 contains 5902 members 
Mstep: Class 30 contains 16005 members 
Mstep: Class 31 contains 3323 members 
Mstep: Class 32 contains 22228 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111983888.000000 Penalty: 116180.585938
Iteration 269Q: 34 clusters Score -1.119839e+08 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74923 members 
Mstep: Class 2 contains 24230 members 
Mstep: Class 3 contains 3389 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 89083 members 
Mstep: Class 6 contains 154042 members 
Mstep: Class 7 contains 8596 members 
Mstep: Class 8 contains 8381 members 
Mstep: Class 9 contains 75737 members 
Mstep: Class 10 contains 64548 members 
Mstep: Class 11 contains 6348 members 
Mstep: Class 12 contains 60378 members 
Mstep: Class 13 contains 5819 members 
Mstep: Class 14 contains 21152 members 
Mstep: Class 15 contains 17019 members 
Mstep: Class 16 contains 14135 members 
Mstep: Class 17 contains 37903 members 
Mstep: Class 18 contains 3114 members 
Mstep: Class 19 contains 5639 members 
Mstep: Class 20 contains 11835 members 
Mstep: Class 21 contains 9852 members 
Mstep: Class 22 contains 9993 members 
Mstep: Class 23 contains 28735 members 
Mstep: Class 24 contains 533331 members 
Mstep: Class 25 contains 61180 members 
Mstep: Class 26 contains 6857 members 
Mstep: Class 27 contains 3458 members 
Mstep: Class 28 contains 69641 members 
Mstep: Class 29 contains 5902 members 
Mstep: Class 30 contains 16005 members 
Mstep: Class 31 contains 3322 members 
Mstep: Class 32 contains 22239 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111983824.000000 Penalty: 116180.585938
Iteration 270Q: 34 clusters Score -1.119838e+08 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74919 members 
Mstep: Class 2 contains 24232 members 
Mstep: Class 3 contains 3388 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 89165 members 
Mstep: Class 6 contains 154044 members 
Mstep: Class 7 contains 8596 members 
Mstep: Class 8 contains 8381 members 
Mstep: Class 9 contains 75737 members 
Mstep: Class 10 contains 64524 members 
Mstep: Class 11 contains 6345 members 
Mstep: Class 12 contains 60374 members 
Mstep: Class 13 contains 5818 members 
Mstep: Class 14 contains 21167 members 
Mstep: Class 15 contains 17019 members 
Mstep: Class 16 contains 14125 members 
Mstep: Class 17 contains 37905 members 
Mstep: Class 18 contains 3115 members 
Mstep: Class 19 contains 5639 members 
Mstep: Class 20 contains 11835 members 
Mstep: Class 21 contains 9848 members 
Mstep: Class 22 contains 9993 members 
Mstep: Class 23 contains 28737 members 
Mstep: Class 24 contains 533266 members 
Mstep: Class 25 contains 61176 members 
Mstep: Class 26 contains 6857 members 
Mstep: Class 27 contains 3458 members 
Mstep: Class 28 contains 69644 members 
Mstep: Class 29 contains 5902 members 
Mstep: Class 30 contains 16007 members 
Mstep: Class 31 contains 3322 members 
Mstep: Class 32 contains 22248 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111983872.000000 Penalty: 116180.585938
Iteration 271Q: 34 clusters Score -1.119839e+08 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74917 members 
Mstep: Class 2 contains 24232 members 
Mstep: Class 3 contains 3388 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 89217 members 
Mstep: Class 6 contains 154045 members 
Mstep: Class 7 contains 8596 members 
Mstep: Class 8 contains 8381 members 
Mstep: Class 9 contains 75738 members 
Mstep: Class 10 contains 64520 members 
Mstep: Class 11 contains 6345 members 
Mstep: Class 12 contains 60363 members 
Mstep: Class 13 contains 5816 members 
Mstep: Class 14 contains 21177 members 
Mstep: Class 15 contains 17019 members 
Mstep: Class 16 contains 14122 members 
Mstep: Class 17 contains 37903 members 
Mstep: Class 18 contains 3116 members 
Mstep: Class 19 contains 5640 members 
Mstep: Class 20 contains 11835 members 
Mstep: Class 21 contains 9847 members 
Mstep: Class 22 contains 9993 members 
Mstep: Class 23 contains 28741 members 
Mstep: Class 24 contains 533206 members 
Mstep: Class 25 contains 61170 members 
Mstep: Class 26 contains 6856 members 
Mstep: Class 27 contains 3458 members 
Mstep: Class 28 contains 69649 members 
Mstep: Class 29 contains 5902 members 
Mstep: Class 30 contains 16009 members 
Mstep: Class 31 contains 3321 members 
Mstep: Class 32 contains 22264 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111983864.000000 Penalty: 116180.585938
Iteration 272Q: 34 clusters Score -1.119839e+08 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74914 members 
Mstep: Class 2 contains 24232 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 89267 members 
Mstep: Class 6 contains 154046 members 
Mstep: Class 7 contains 8596 members 
Mstep: Class 8 contains 8380 members 
Mstep: Class 9 contains 75739 members 
Mstep: Class 10 contains 64517 members 
Mstep: Class 11 contains 6345 members 
Mstep: Class 12 contains 60353 members 
Mstep: Class 13 contains 5816 members 
Mstep: Class 14 contains 21187 members 
Mstep: Class 15 contains 17020 members 
Mstep: Class 16 contains 14121 members 
Mstep: Class 17 contains 37899 members 
Mstep: Class 18 contains 3115 members 
Mstep: Class 19 contains 5641 members 
Mstep: Class 20 contains 11835 members 
Mstep: Class 21 contains 9846 members 
Mstep: Class 22 contains 9993 members 
Mstep: Class 23 contains 28741 members 
Mstep: Class 24 contains 533153 members 
Mstep: Class 25 contains 61168 members 
Mstep: Class 26 contains 6857 members 
Mstep: Class 27 contains 3458 members 
Mstep: Class 28 contains 69648 members 
Mstep: Class 29 contains 5902 members 
Mstep: Class 30 contains 16011 members 
Mstep: Class 31 contains 3321 members 
Mstep: Class 32 contains 22275 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111983816.000000 Penalty: 116180.585938
Iteration 273Q: 34 clusters Score -1.119838e+08 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74914 members 
Mstep: Class 2 contains 24234 members 
Mstep: Class 3 contains 3391 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 89321 members 
Mstep: Class 6 contains 154045 members 
Mstep: Class 7 contains 8596 members 
Mstep: Class 8 contains 8380 members 
Mstep: Class 9 contains 75743 members 
Mstep: Class 10 contains 64514 members 
Mstep: Class 11 contains 6345 members 
Mstep: Class 12 contains 60349 members 
Mstep: Class 13 contains 5816 members 
Mstep: Class 14 contains 21198 members 
Mstep: Class 15 contains 17019 members 
Mstep: Class 16 contains 14114 members 
Mstep: Class 17 contains 37899 members 
Mstep: Class 18 contains 3109 members 
Mstep: Class 19 contains 5641 members 
Mstep: Class 20 contains 11835 members 
Mstep: Class 21 contains 9845 members 
Mstep: Class 22 contains 9993 members 
Mstep: Class 23 contains 28738 members 
Mstep: Class 24 contains 533104 members 
Mstep: Class 25 contains 61162 members 
Mstep: Class 26 contains 6860 members 
Mstep: Class 27 contains 3458 members 
Mstep: Class 28 contains 69648 members 
Mstep: Class 29 contains 5903 members 
Mstep: Class 30 contains 16012 members 
Mstep: Class 31 contains 3320 members 
Mstep: Class 32 contains 22280 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111983800.000000 Penalty: 116180.585938
Iteration 274Q: 34 clusters Score -1.119838e+08 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74912 members 
Mstep: Class 2 contains 24234 members 
Mstep: Class 3 contains 3391 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 89372 members 
Mstep: Class 6 contains 154046 members 
Mstep: Class 7 contains 8596 members 
Mstep: Class 8 contains 8380 members 
Mstep: Class 9 contains 75744 members 
Mstep: Class 10 contains 64503 members 
Mstep: Class 11 contains 6346 members 
Mstep: Class 12 contains 60341 members 
Mstep: Class 13 contains 5815 members 
Mstep: Class 14 contains 21207 members 
Mstep: Class 15 contains 17017 members 
Mstep: Class 16 contains 14112 members 
Mstep: Class 17 contains 37900 members 
Mstep: Class 18 contains 3102 members 
Mstep: Class 19 contains 5641 members 
Mstep: Class 20 contains 11835 members 
Mstep: Class 21 contains 9846 members 
Mstep: Class 22 contains 9993 members 
Mstep: Class 23 contains 28738 members 
Mstep: Class 24 contains 533057 members 
Mstep: Class 25 contains 61160 members 
Mstep: Class 26 contains 6859 members 
Mstep: Class 27 contains 3458 members 
Mstep: Class 28 contains 69650 members 
Mstep: Class 29 contains 5903 members 
Mstep: Class 30 contains 16015 members 
Mstep: Class 31 contains 3321 members 
Mstep: Class 32 contains 22292 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111983816.000000 Penalty: 116180.585938
Iteration 275Q: 34 clusters Score -1.119838e+08 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74908 members 
Mstep: Class 2 contains 24236 members 
Mstep: Class 3 contains 3391 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 89431 members 
Mstep: Class 6 contains 154049 members 
Mstep: Class 7 contains 8596 members 
Mstep: Class 8 contains 8380 members 
Mstep: Class 9 contains 75743 members 
Mstep: Class 10 contains 64491 members 
Mstep: Class 11 contains 6346 members 
Mstep: Class 12 contains 60336 members 
Mstep: Class 13 contains 5814 members 
Mstep: Class 14 contains 21216 members 
Mstep: Class 15 contains 17019 members 
Mstep: Class 16 contains 14104 members 
Mstep: Class 17 contains 37905 members 
Mstep: Class 18 contains 3094 members 
Mstep: Class 19 contains 5641 members 
Mstep: Class 20 contains 11835 members 
Mstep: Class 21 contains 9847 members 
Mstep: Class 22 contains 9994 members 
Mstep: Class 23 contains 28738 members 
Mstep: Class 24 contains 533003 members 
Mstep: Class 25 contains 61156 members 
Mstep: Class 26 contains 6857 members 
Mstep: Class 27 contains 3458 members 
Mstep: Class 28 contains 69652 members 
Mstep: Class 29 contains 5901 members 
Mstep: Class 30 contains 16020 members 
Mstep: Class 31 contains 3321 members 
Mstep: Class 32 contains 22304 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111983792.000000 Penalty: 116180.585938
Iteration 276Q: 34 clusters Score -1.119838e+08 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74905 members 
Mstep: Class 2 contains 24235 members 
Mstep: Class 3 contains 3391 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 89502 members 
Mstep: Class 6 contains 154045 members 
Mstep: Class 7 contains 8596 members 
Mstep: Class 8 contains 8380 members 
Mstep: Class 9 contains 75743 members 
Mstep: Class 10 contains 64483 members 
Mstep: Class 11 contains 6346 members 
Mstep: Class 12 contains 60329 members 
Mstep: Class 13 contains 5813 members 
Mstep: Class 14 contains 21234 members 
Mstep: Class 15 contains 17020 members 
Mstep: Class 16 contains 14091 members 
Mstep: Class 17 contains 37907 members 
Mstep: Class 18 contains 3091 members 
Mstep: Class 19 contains 5641 members 
Mstep: Class 20 contains 11835 members 
Mstep: Class 21 contains 9845 members 
Mstep: Class 22 contains 9994 members 
Mstep: Class 23 contains 28743 members 
Mstep: Class 24 contains 532940 members 
Mstep: Class 25 contains 61143 members 
Mstep: Class 26 contains 6854 members 
Mstep: Class 27 contains 3458 members 
Mstep: Class 28 contains 69656 members 
Mstep: Class 29 contains 5901 members 
Mstep: Class 30 contains 16024 members 
Mstep: Class 31 contains 3321 members 
Mstep: Class 32 contains 22320 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111983752.000000 Penalty: 116180.585938
Iteration 277Q: 34 clusters Score -1.119838e+08 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74902 members 
Mstep: Class 2 contains 24236 members 
Mstep: Class 3 contains 3391 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 89562 members 
Mstep: Class 6 contains 154044 members 
Mstep: Class 7 contains 8596 members 
Mstep: Class 8 contains 8380 members 
Mstep: Class 9 contains 75745 members 
Mstep: Class 10 contains 64477 members 
Mstep: Class 11 contains 6347 members 
Mstep: Class 12 contains 60317 members 
Mstep: Class 13 contains 5813 members 
Mstep: Class 14 contains 21245 members 
Mstep: Class 15 contains 17022 members 
Mstep: Class 16 contains 14084 members 
Mstep: Class 17 contains 37907 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 5641 members 
Mstep: Class 20 contains 11835 members 
Mstep: Class 21 contains 9847 members 
Mstep: Class 22 contains 9994 members 
Mstep: Class 23 contains 28747 members 
Mstep: Class 24 contains 532891 members 
Mstep: Class 25 contains 61126 members 
Mstep: Class 26 contains 6854 members 
Mstep: Class 27 contains 3458 members 
Mstep: Class 28 contains 69658 members 
Mstep: Class 29 contains 5901 members 
Mstep: Class 30 contains 16027 members 
Mstep: Class 31 contains 3319 members 
Mstep: Class 32 contains 22333 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111983800.000000 Penalty: 116180.585938
Iteration 278Q: 34 clusters Score -1.119838e+08 nChanged 187
Entering ConstructFrom: 
Score: -111983800.000000 Penalty: 116180.585938
Entering ConstructFrom: 
Trying to split cluster 1 (74899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74899 members 
Entering Unmasked Estep 
Score: -6042231.500000 Penalty: 2783.526123
	Iteration 0F: 2 clusters Score -6042232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37322 members 
Mstep: Class 2 contains 37577 members 
Entering Unmasked Estep 
Score: -5992150.500000 Penalty: 5567.052246
	Iteration 0F: 3 clusters Score -5992150 nChanged 35339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35777 members 
Mstep: Class 2 contains 39122 members 
Entering Unmasked Estep 
Score: -6013005.500000 Penalty: 5567.052246
	Iteration 1F: 3 clusters Score -6013006 nChanged 4131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34268 members 
Mstep: Class 2 contains 40631 members 
Entering Unmasked Estep 
Score: -6014988.500000 Penalty: 5567.052246
	Iteration 2F: 3 clusters Score -6014988 nChanged 4873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31967 members 
Mstep: Class 2 contains 42932 members 
Entering Unmasked Estep 
Score: -6018098.000000 Penalty: 5567.052246
	Iteration 3F: 3 clusters Score -6018098 nChanged 5647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28864 members 
Mstep: Class 2 contains 46035 members 
Entering Unmasked Estep 
Score: -6022004.500000 Penalty: 5567.052246
	Iteration 4F: 3 clusters Score -6022004 nChanged 5836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25248 members 
Mstep: Class 2 contains 49651 members 
Entering Unmasked Estep 
Score: -6026061.500000 Penalty: 5567.052246
	Iteration 5F: 3 clusters Score -6026062 nChanged 5116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21702 members 
Mstep: Class 2 contains 53197 members 
Entering Unmasked Estep 
Score: -6029304.000000 Penalty: 5567.052246
	Iteration 6F: 3 clusters Score -6029304 nChanged 4092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18512 members 
Mstep: Class 2 contains 56387 members 
Entering Unmasked Estep 
Score: -6031637.500000 Penalty: 5567.052246
	Iteration 7F: 3 clusters Score -6031638 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15632 members 
Mstep: Class 2 contains 59267 members 
Entering Unmasked Estep 
Score: -6033444.500000 Penalty: 5567.052246
	Iteration 8Q: 3 clusters Score -6033444 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 61890 members 
Entering Unmasked Estep 
Score: -6035006.000000 Penalty: 5567.052246
	Iteration 9Q: 3 clusters Score -6035006 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 64246 members 
Entering Unmasked Estep 
Score: -6036412.000000 Penalty: 5567.052246
	Iteration 10Q: 3 clusters Score -6036412 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 66182 members 
Entering Unmasked Estep 
Score: -6037437.000000 Penalty: 5567.052246
	Iteration 11Q: 3 clusters Score -6037437 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 67807 members 
Entering Unmasked Estep 
Score: -6038279.000000 Penalty: 5567.052246
	Iteration 12Q: 3 clusters Score -6038279 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 69100 members 
Entering Unmasked Estep 
Score: -6038938.500000 Penalty: 5567.052246
	Iteration 13Q: 3 clusters Score -6038938 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 70172 members 
Entering Unmasked Estep 
Score: -6039483.000000 Penalty: 5567.052246
	Iteration 14Q: 3 clusters Score -6039483 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 70959 members 
Entering Unmasked Estep 
Score: -6039807.500000 Penalty: 5567.052246
	Iteration 15Q: 3 clusters Score -6039808 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 71521 members 
Entering Unmasked Estep 
Score: -6040016.000000 Penalty: 5567.052246
	Iteration 16Q: 3 clusters Score -6040016 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 71949 members 
Entering Unmasked Estep 
Score: -6040160.500000 Penalty: 5567.052246
	Iteration 17Q: 3 clusters Score -6040160 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 72266 members 
Entering Unmasked Estep 
Score: -6040264.000000 Penalty: 5567.052246
	Iteration 18Q: 3 clusters Score -6040264 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 72491 members 
Entering Unmasked Estep 
Score: -6040344.000000 Penalty: 5567.052246
	Iteration 19Q: 3 clusters Score -6040344 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 72643 members 
Entering Unmasked Estep 
Score: -6040398.000000 Penalty: 5567.052246
	Iteration 20F: 3 clusters Score -6040398 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 72761 members 
Entering Unmasked Estep 
Score: -6040449.500000 Penalty: 5567.052246
	Iteration 21Q: 3 clusters Score -6040450 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 72871 members 
Entering Unmasked Estep 
Score: -6040469.000000 Penalty: 5567.052246
	Iteration 22Q: 3 clusters Score -6040469 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 72954 members 
Entering Unmasked Estep 
Score: -6040489.000000 Penalty: 5567.052246
	Iteration 23Q: 3 clusters Score -6040489 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 73025 members 
Entering Unmasked Estep 
Score: -6040514.500000 Penalty: 5567.052246
	Iteration 24Q: 3 clusters Score -6040514 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 73075 members 
Entering Unmasked Estep 
Score: -6040533.000000 Penalty: 5567.052246
	Iteration 25Q: 3 clusters Score -6040533 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 73118 members 
Entering Unmasked Estep 
Score: -6040557.000000 Penalty: 5567.052246
	Iteration 26Q: 3 clusters Score -6040557 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 73151 members 
Entering Unmasked Estep 
Score: -6040546.500000 Penalty: 5567.052246
	Iteration 27Q: 3 clusters Score -6040546 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 73174 members 
Entering Unmasked Estep 
Score: -6040559.000000 Penalty: 5567.052246
	Iteration 28Q: 3 clusters Score -6040559 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 73190 members 
Entering Unmasked Estep 
Score: -6040557.000000 Penalty: 5567.052246
	Iteration 29Q: 3 clusters Score -6040557 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 73209 members 
Entering Unmasked Estep 
Score: -6040563.500000 Penalty: 5567.052246
	Iteration 30Q: 3 clusters Score -6040564 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 73224 members 
Entering Unmasked Estep 
Score: -6040568.500000 Penalty: 5567.052246
	Iteration 31Q: 3 clusters Score -6040568 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 73250 members 
Entering Unmasked Estep 
Score: -6040574.500000 Penalty: 5567.052246
	Iteration 32Q: 3 clusters Score -6040574 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 73270 members 
Entering Unmasked Estep 
Score: -6040580.500000 Penalty: 5567.052246
	Iteration 33Q: 3 clusters Score -6040580 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 73288 members 
Entering Unmasked Estep 
Score: -6040580.000000 Penalty: 5567.052246
	Iteration 34Q: 3 clusters Score -6040580 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 73303 members 
Entering Unmasked Estep 
Score: -6040578.500000 Penalty: 5567.052246
	Iteration 35Q: 3 clusters Score -6040578 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 73314 members 
Entering Unmasked Estep 
Score: -6040582.000000 Penalty: 5567.052246
	Iteration 36Q: 3 clusters Score -6040582 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 73320 members 
Entering Unmasked Estep 
Score: -6040586.500000 Penalty: 5567.052246
	Iteration 37Q: 3 clusters Score -6040586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 73326 members 
Entering Unmasked Estep 
Score: -6040579.500000 Penalty: 5567.052246
	Iteration 38Q: 3 clusters Score -6040580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 73329 members 
Entering Unmasked Estep 
Score: -6040585.000000 Penalty: 5567.052246
	Iteration 39Q: 3 clusters Score -6040585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 73331 members 
Entering Unmasked Estep 
Score: -6040576.500000 Penalty: 5567.052246
	Iteration 40F: 3 clusters Score -6040576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 73334 members 
Entering Unmasked Estep 
Score: -6040582.000000 Penalty: 5567.052246
	Iteration 41Q: 3 clusters Score -6040582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 73338 members 
Entering Unmasked Estep 
Score: -6040583.500000 Penalty: 5567.052246
	Iteration 42Q: 3 clusters Score -6040584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 73344 members 
Entering Unmasked Estep 
Score: -6040592.000000 Penalty: 5567.052246
	Iteration 43Q: 3 clusters Score -6040592 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 73351 members 
Entering Unmasked Estep 
Score: -6040593.000000 Penalty: 5567.052246
	Iteration 44Q: 3 clusters Score -6040593 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 73355 members 
Entering Unmasked Estep 
Score: -6040591.500000 Penalty: 5567.052246
	Iteration 45Q: 3 clusters Score -6040592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 73357 members 
Entering Unmasked Estep 
Score: -6040593.500000 Penalty: 5567.052246
	Iteration 46Q: 3 clusters Score -6040594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 73360 members 
Entering Unmasked Estep 
Score: -6040592.500000 Penalty: 5567.052246
	Iteration 47Q: 3 clusters Score -6040592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 73361 members 
Entering Unmasked Estep 
Score: -6040589.000000 Penalty: 5567.052246
	Iteration 48Q: 3 clusters Score -6040589 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 73361 members 
Entering Unmasked Estep 
Score: -6040589.000000 Penalty: 5567.052246
	Iteration 49F: 3 clusters Score -6040589 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (24237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24237 members 
Entering Unmasked Estep 
Score: -1908953.375000 Penalty: 2503.717529
	Iteration 0F: 2 clusters Score -1908953 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -1892154.625000 Penalty: 5007.435059
	Iteration 0F: 3 clusters Score -1892155 nChanged 10771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -1898109.750000 Penalty: 5007.435059
	Iteration 1F: 3 clusters Score -1898110 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -1898793.750000 Penalty: 5007.435059
	Iteration 2F: 3 clusters Score -1898794 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -1899527.000000 Penalty: 5007.435059
	Iteration 3F: 3 clusters Score -1899527 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -1900284.375000 Penalty: 5007.435059
	Iteration 4F: 3 clusters Score -1900284 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -1900961.000000 Penalty: 5007.435059
	Iteration 5F: 3 clusters Score -1900961 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -1901563.375000 Penalty: 5007.435059
	Iteration 6Q: 3 clusters Score -1901563 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -1902145.000000 Penalty: 5007.435059
	Iteration 7Q: 3 clusters Score -1902145 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -1902797.375000 Penalty: 5007.435059
	Iteration 8Q: 3 clusters Score -1902797 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -1903508.125000 Penalty: 5007.435059
	Iteration 9Q: 3 clusters Score -1903508 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -1904152.375000 Penalty: 5007.435059
	Iteration 10Q: 3 clusters Score -1904152 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 16325 members 
Entering Unmasked Estep 
Score: -1904676.375000 Penalty: 5007.435059
	Iteration 11Q: 3 clusters Score -1904676 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 17041 members 
Entering Unmasked Estep 
Score: -1905125.125000 Penalty: 5007.435059
	Iteration 12Q: 3 clusters Score -1905125 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 17713 members 
Entering Unmasked Estep 
Score: -1905572.125000 Penalty: 5007.435059
	Iteration 13Q: 3 clusters Score -1905572 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 18368 members 
Entering Unmasked Estep 
Score: -1905962.000000 Penalty: 5007.435059
	Iteration 14Q: 3 clusters Score -1905962 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 19015 members 
Entering Unmasked Estep 
Score: -1906332.375000 Penalty: 5007.435059
	Iteration 15Q: 3 clusters Score -1906332 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 19570 members 
Entering Unmasked Estep 
Score: -1906628.875000 Penalty: 5007.435059
	Iteration 16Q: 3 clusters Score -1906629 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 20061 members 
Entering Unmasked Estep 
Score: -1906881.375000 Penalty: 5007.435059
	Iteration 17Q: 3 clusters Score -1906881 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 20500 members 
Entering Unmasked Estep 
Score: -1907125.250000 Penalty: 5007.435059
	Iteration 18Q: 3 clusters Score -1907125 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 20898 members 
Entering Unmasked Estep 
Score: -1907327.750000 Penalty: 5007.435059
	Iteration 19Q: 3 clusters Score -1907328 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 21245 members 
Entering Unmasked Estep 
Score: -1907536.875000 Penalty: 5007.435059
	Iteration 20F: 3 clusters Score -1907537 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 21541 members 
Entering Unmasked Estep 
Score: -1907701.750000 Penalty: 5007.435059
	Iteration 21Q: 3 clusters Score -1907702 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 21795 members 
Entering Unmasked Estep 
Score: -1907881.500000 Penalty: 5007.435059
	Iteration 22Q: 3 clusters Score -1907882 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 22042 members 
Entering Unmasked Estep 
Score: -1908052.250000 Penalty: 5007.435059
	Iteration 23Q: 3 clusters Score -1908052 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 22253 members 
Entering Unmasked Estep 
Score: -1908226.250000 Penalty: 5007.435059
	Iteration 24Q: 3 clusters Score -1908226 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 22425 members 
Entering Unmasked Estep 
Score: -1908351.750000 Penalty: 5007.435059
	Iteration 25Q: 3 clusters Score -1908352 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 22558 members 
Entering Unmasked Estep 
Score: -1908442.000000 Penalty: 5007.435059
	Iteration 26Q: 3 clusters Score -1908442 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 22647 members 
Entering Unmasked Estep 
Score: -1908502.750000 Penalty: 5007.435059
	Iteration 27Q: 3 clusters Score -1908503 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 22710 members 
Entering Unmasked Estep 
Score: -1908537.250000 Penalty: 5007.435059
	Iteration 28Q: 3 clusters Score -1908537 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 22768 members 
Entering Unmasked Estep 
Score: -1908563.625000 Penalty: 5007.435059
	Iteration 29Q: 3 clusters Score -1908564 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 22801 members 
Entering Unmasked Estep 
Score: -1908575.625000 Penalty: 5007.435059
	Iteration 30Q: 3 clusters Score -1908576 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 22820 members 
Entering Unmasked Estep 
Score: -1908580.000000 Penalty: 5007.435059
	Iteration 31Q: 3 clusters Score -1908580 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 22838 members 
Entering Unmasked Estep 
Score: -1908590.625000 Penalty: 5007.435059
	Iteration 32Q: 3 clusters Score -1908591 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 22856 members 
Entering Unmasked Estep 
Score: -1908597.125000 Penalty: 5007.435059
	Iteration 33Q: 3 clusters Score -1908597 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 22864 members 
Entering Unmasked Estep 
Score: -1908601.500000 Penalty: 5007.435059
	Iteration 34Q: 3 clusters Score -1908602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 22865 members 
Entering Unmasked Estep 
Score: -1908601.500000 Penalty: 5007.435059
	Iteration 35Q: 3 clusters Score -1908602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 22867 members 
Entering Unmasked Estep 
Score: -1908597.125000 Penalty: 5007.435059
	Iteration 36Q: 3 clusters Score -1908597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 22868 members 
Entering Unmasked Estep 
Score: -1908600.500000 Penalty: 5007.435059
	Iteration 37Q: 3 clusters Score -1908600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 22868 members 
Entering Unmasked Estep 
Score: -1908600.500000 Penalty: 5007.435059
	Iteration 38F: 3 clusters Score -1908600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Entering Unmasked Estep 
Score: -220134.156250 Penalty: 2016.035400
	Iteration 0F: 2 clusters Score -220134.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -216670.703125 Penalty: 4032.070801
	Iteration 0F: 3 clusters Score -216670.7 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -217494.718750 Penalty: 4032.070801
	Iteration 1F: 3 clusters Score -217494.7 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -217751.531250 Penalty: 4032.070801
	Iteration 2F: 3 clusters Score -217751.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -217937.046875 Penalty: 4032.070801
	Iteration 3F: 3 clusters Score -217937 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -218177.640625 Penalty: 4032.070801
	Iteration 4F: 3 clusters Score -218177.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -218483.046875 Penalty: 4032.070801
	Iteration 5F: 3 clusters Score -218483 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -218701.859375 Penalty: 4032.070801
	Iteration 6F: 3 clusters Score -218701.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -218858.015625 Penalty: 4032.070801
	Iteration 7Q: 3 clusters Score -218858 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -218968.750000 Penalty: 4032.070801
	Iteration 8Q: 3 clusters Score -218968.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -219042.500000 Penalty: 4032.070801
	Iteration 9Q: 3 clusters Score -219042.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -219113.671875 Penalty: 4032.070801
	Iteration 10Q: 3 clusters Score -219113.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -219176.484375 Penalty: 4032.070801
	Iteration 11Q: 3 clusters Score -219176.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -219224.921875 Penalty: 4032.070801
	Iteration 12Q: 3 clusters Score -219224.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -219266.640625 Penalty: 4032.070801
	Iteration 13Q: 3 clusters Score -219266.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -219309.359375 Penalty: 4032.070801
	Iteration 14Q: 3 clusters Score -219309.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -219340.421875 Penalty: 4032.070801
	Iteration 15Q: 3 clusters Score -219340.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -219364.718750 Penalty: 4032.070801
	Iteration 16Q: 3 clusters Score -219364.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -219389.765625 Penalty: 4032.070801
	Iteration 17Q: 3 clusters Score -219389.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -219412.281250 Penalty: 4032.070801
	Iteration 18Q: 3 clusters Score -219412.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -219427.015625 Penalty: 4032.070801
	Iteration 19Q: 3 clusters Score -219427 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -219434.609375 Penalty: 4032.070801
	Iteration 20F: 3 clusters Score -219434.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -219438.656250 Penalty: 4032.070801
	Iteration 21Q: 3 clusters Score -219438.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -219442.203125 Penalty: 4032.070801
	Iteration 22Q: 3 clusters Score -219442.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -219443.187500 Penalty: 4032.070801
	Iteration 23Q: 3 clusters Score -219443.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -219445.812500 Penalty: 4032.070801
	Iteration 24Q: 3 clusters Score -219445.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -219448.890625 Penalty: 4032.070801
	Iteration 25Q: 3 clusters Score -219448.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -219449.359375 Penalty: 4032.070801
	Iteration 26Q: 3 clusters Score -219449.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -219450.281250 Penalty: 4032.070801
	Iteration 27Q: 3 clusters Score -219450.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -219450.750000 Penalty: 4032.070801
	Iteration 28Q: 3 clusters Score -219450.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -219450.750000 Penalty: 4032.070801
	Iteration 29F: 3 clusters Score -219450.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Entering Unmasked Estep 
Score: -274436.093750 Penalty: 2028.093506
	Iteration 0F: 2 clusters Score -274436.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -270858.093750 Penalty: 4056.187012
	Iteration 0F: 3 clusters Score -270858.1 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -271666.531250 Penalty: 4056.187012
	Iteration 1F: 3 clusters Score -271666.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -271840.843750 Penalty: 4056.187012
	Iteration 2F: 3 clusters Score -271840.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -271955.500000 Penalty: 4056.187012
	Iteration 3Q: 3 clusters Score -271955.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -272044.812500 Penalty: 4056.187012
	Iteration 4Q: 3 clusters Score -272044.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -272105.906250 Penalty: 4056.187012
	Iteration 5Q: 3 clusters Score -272105.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -272145.812500 Penalty: 4056.187012
	Iteration 6Q: 3 clusters Score -272145.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -272181.968750 Penalty: 4056.187012
	Iteration 7Q: 3 clusters Score -272182 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -272211.500000 Penalty: 4056.187012
	Iteration 8Q: 3 clusters Score -272211.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -272240.968750 Penalty: 4056.187012
	Iteration 9Q: 3 clusters Score -272241 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -272270.125000 Penalty: 4056.187012
	Iteration 10Q: 3 clusters Score -272270.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -272310.968750 Penalty: 4056.187012
	Iteration 11Q: 3 clusters Score -272311 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -272346.937500 Penalty: 4056.187012
	Iteration 12Q: 3 clusters Score -272346.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -272384.437500 Penalty: 4056.187012
	Iteration 13Q: 3 clusters Score -272384.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -272429.875000 Penalty: 4056.187012
	Iteration 14Q: 3 clusters Score -272429.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -272462.625000 Penalty: 4056.187012
	Iteration 15Q: 3 clusters Score -272462.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -272512.343750 Penalty: 4056.187012
	Iteration 16Q: 3 clusters Score -272512.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -272560.843750 Penalty: 4056.187012
	Iteration 17Q: 3 clusters Score -272560.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -272609.343750 Penalty: 4056.187012
	Iteration 18Q: 3 clusters Score -272609.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -272662.875000 Penalty: 4056.187012
	Iteration 19Q: 3 clusters Score -272662.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -272722.843750 Penalty: 4056.187012
	Iteration 20F: 3 clusters Score -272722.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -272778.562500 Penalty: 4056.187012
	Iteration 21Q: 3 clusters Score -272778.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -272823.500000 Penalty: 4056.187012
	Iteration 22Q: 3 clusters Score -272823.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -272857.125000 Penalty: 4056.187012
	Iteration 23Q: 3 clusters Score -272857.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -272894.343750 Penalty: 4056.187012
	Iteration 24Q: 3 clusters Score -272894.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -272928.156250 Penalty: 4056.187012
	Iteration 25Q: 3 clusters Score -272928.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -272947.187500 Penalty: 4056.187012
	Iteration 26Q: 3 clusters Score -272947.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -272969.187500 Penalty: 4056.187012
	Iteration 27Q: 3 clusters Score -272969.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -272980.593750 Penalty: 4056.187012
	Iteration 28Q: 3 clusters Score -272980.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -272991.000000 Penalty: 4056.187012
	Iteration 29Q: 3 clusters Score -272991 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -272999.875000 Penalty: 4056.187012
	Iteration 30Q: 3 clusters Score -272999.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -273008.562500 Penalty: 4056.187012
	Iteration 31Q: 3 clusters Score -273008.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -273016.156250 Penalty: 4056.187012
	Iteration 32Q: 3 clusters Score -273016.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -273021.343750 Penalty: 4056.187012
	Iteration 33Q: 3 clusters Score -273021.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -273027.937500 Penalty: 4056.187012
	Iteration 34Q: 3 clusters Score -273027.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -273032.187500 Penalty: 4056.187012
	Iteration 35Q: 3 clusters Score -273032.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -273040.906250 Penalty: 4056.187012
	Iteration 36Q: 3 clusters Score -273040.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -273048.593750 Penalty: 4056.187012
	Iteration 37Q: 3 clusters Score -273048.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -273054.906250 Penalty: 4056.187012
	Iteration 38Q: 3 clusters Score -273054.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -273057.875000 Penalty: 4056.187012
	Iteration 39Q: 3 clusters Score -273057.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -273063.250000 Penalty: 4056.187012
	Iteration 40F: 3 clusters Score -273063.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -273069.562500 Penalty: 4056.187012
	Iteration 41Q: 3 clusters Score -273069.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -273075.937500 Penalty: 4056.187012
	Iteration 42Q: 3 clusters Score -273075.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -273078.750000 Penalty: 4056.187012
	Iteration 43Q: 3 clusters Score -273078.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -273082.812500 Penalty: 4056.187012
	Iteration 44Q: 3 clusters Score -273082.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -273086.125000 Penalty: 4056.187012
	Iteration 45Q: 3 clusters Score -273086.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -273087.687500 Penalty: 4056.187012
	Iteration 46Q: 3 clusters Score -273087.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -273090.968750 Penalty: 4056.187012
	Iteration 47Q: 3 clusters Score -273091 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -273094.156250 Penalty: 4056.187012
	Iteration 48Q: 3 clusters Score -273094.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -273096.031250 Penalty: 4056.187012
	Iteration 49Q: 3 clusters Score -273096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -273096.781250 Penalty: 4056.187012
	Iteration 50Q: 3 clusters Score -273096.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -273097.593750 Penalty: 4056.187012
	Iteration 51Q: 3 clusters Score -273097.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -273100.218750 Penalty: 4056.187012
	Iteration 52Q: 3 clusters Score -273100.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -273100.968750 Penalty: 4056.187012
	Iteration 53Q: 3 clusters Score -273101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -273103.312500 Penalty: 4056.187012
	Iteration 54Q: 3 clusters Score -273103.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -273104.187500 Penalty: 4056.187012
	Iteration 55Q: 3 clusters Score -273104.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -273105.093750 Penalty: 4056.187012
	Iteration 56Q: 3 clusters Score -273105.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -273106.718750 Penalty: 4056.187012
	Iteration 57Q: 3 clusters Score -273106.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -273107.531250 Penalty: 4056.187012
	Iteration 58Q: 3 clusters Score -273107.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -273107.593750 Penalty: 4056.187012
	Iteration 59Q: 3 clusters Score -273107.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -273107.593750 Penalty: 4056.187012
	Iteration 60F: 3 clusters Score -273107.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (89645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89645 members 
Entering Unmasked Estep 
Score: -7203842.000000 Penalty: 2828.095947
	Iteration 0F: 2 clusters Score -7203842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45045 members 
Mstep: Class 2 contains 44600 members 
Entering Unmasked Estep 
Score: -7143999.500000 Penalty: 5656.191895
	Iteration 0F: 3 clusters Score -7144000 nChanged 42137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46436 members 
Mstep: Class 2 contains 43209 members 
Entering Unmasked Estep 
Score: -7168038.000000 Penalty: 5656.191895
	Iteration 1F: 3 clusters Score -7168038 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47250 members 
Mstep: Class 2 contains 42395 members 
Entering Unmasked Estep 
Score: -7168810.500000 Penalty: 5656.191895
	Iteration 2Q: 3 clusters Score -7168810 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48492 members 
Mstep: Class 2 contains 41153 members 
Entering Unmasked Estep 
Score: -7169870.500000 Penalty: 5656.191895
	Iteration 3Q: 3 clusters Score -7169870 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50379 members 
Mstep: Class 2 contains 39266 members 
Entering Unmasked Estep 
Score: -7171278.000000 Penalty: 5656.191895
	Iteration 4Q: 3 clusters Score -7171278 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53067 members 
Mstep: Class 2 contains 36578 members 
Entering Unmasked Estep 
Score: -7173370.000000 Penalty: 5656.191895
	Iteration 5Q: 3 clusters Score -7173370 nChanged 4796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56751 members 
Mstep: Class 2 contains 32894 members 
Entering Unmasked Estep 
Score: -7176574.500000 Penalty: 5656.191895
	Iteration 6F: 3 clusters Score -7176574 nChanged 5591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61376 members 
Mstep: Class 2 contains 28269 members 
Entering Unmasked Estep 
Score: -7180913.000000 Penalty: 5656.191895
	Iteration 7F: 3 clusters Score -7180913 nChanged 5598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66156 members 
Mstep: Class 2 contains 23489 members 
Entering Unmasked Estep 
Score: -7185672.000000 Penalty: 5656.191895
	Iteration 8F: 3 clusters Score -7185672 nChanged 5111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70503 members 
Mstep: Class 2 contains 19142 members 
Entering Unmasked Estep 
Score: -7189890.000000 Penalty: 5656.191895
	Iteration 9F: 3 clusters Score -7189890 nChanged 4181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74008 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -7192994.500000 Penalty: 5656.191895
	Iteration 10Q: 3 clusters Score -7192994 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76722 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -7195016.000000 Penalty: 5656.191895
	Iteration 11Q: 3 clusters Score -7195016 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78933 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -7196508.000000 Penalty: 5656.191895
	Iteration 12Q: 3 clusters Score -7196508 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80752 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -7197562.500000 Penalty: 5656.191895
	Iteration 13Q: 3 clusters Score -7197562 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82300 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -7198431.000000 Penalty: 5656.191895
	Iteration 14Q: 3 clusters Score -7198431 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83577 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -7199098.000000 Penalty: 5656.191895
	Iteration 15Q: 3 clusters Score -7199098 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84611 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -7199638.500000 Penalty: 5656.191895
	Iteration 16Q: 3 clusters Score -7199638 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85460 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -7200021.000000 Penalty: 5656.191895
	Iteration 17Q: 3 clusters Score -7200021 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86134 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -7200341.000000 Penalty: 5656.191895
	Iteration 18Q: 3 clusters Score -7200341 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86634 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -7200582.000000 Penalty: 5656.191895
	Iteration 19Q: 3 clusters Score -7200582 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87037 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -7200764.000000 Penalty: 5656.191895
	Iteration 20F: 3 clusters Score -7200764 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87322 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -7200879.000000 Penalty: 5656.191895
	Iteration 21Q: 3 clusters Score -7200879 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87555 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -7200964.500000 Penalty: 5656.191895
	Iteration 22Q: 3 clusters Score -7200964 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87734 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -7201045.500000 Penalty: 5656.191895
	Iteration 23Q: 3 clusters Score -7201046 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87889 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -7201132.000000 Penalty: 5656.191895
	Iteration 24Q: 3 clusters Score -7201132 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88018 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -7201184.500000 Penalty: 5656.191895
	Iteration 25Q: 3 clusters Score -7201184 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88121 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -7201224.500000 Penalty: 5656.191895
	Iteration 26Q: 3 clusters Score -7201224 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88201 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -7201247.000000 Penalty: 5656.191895
	Iteration 27Q: 3 clusters Score -7201247 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88273 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -7201286.000000 Penalty: 5656.191895
	Iteration 28Q: 3 clusters Score -7201286 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88337 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -7201321.500000 Penalty: 5656.191895
	Iteration 29Q: 3 clusters Score -7201322 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88397 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -7201363.500000 Penalty: 5656.191895
	Iteration 30Q: 3 clusters Score -7201364 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88436 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -7201376.000000 Penalty: 5656.191895
	Iteration 31Q: 3 clusters Score -7201376 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88463 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -7201386.000000 Penalty: 5656.191895
	Iteration 32Q: 3 clusters Score -7201386 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88492 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -7201406.500000 Penalty: 5656.191895
	Iteration 33Q: 3 clusters Score -7201406 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88520 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -7201418.000000 Penalty: 5656.191895
	Iteration 34Q: 3 clusters Score -7201418 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88533 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -7201416.500000 Penalty: 5656.191895
	Iteration 35Q: 3 clusters Score -7201416 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88546 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -7201419.000000 Penalty: 5656.191895
	Iteration 36Q: 3 clusters Score -7201419 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88553 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -7201420.000000 Penalty: 5656.191895
	Iteration 37Q: 3 clusters Score -7201420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88560 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -7201427.000000 Penalty: 5656.191895
	Iteration 38Q: 3 clusters Score -7201427 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88568 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -7201428.000000 Penalty: 5656.191895
	Iteration 39Q: 3 clusters Score -7201428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88574 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -7201435.500000 Penalty: 5656.191895
	Iteration 40F: 3 clusters Score -7201436 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88582 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -7201439.500000 Penalty: 5656.191895
	Iteration 41Q: 3 clusters Score -7201440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88588 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -7201447.000000 Penalty: 5656.191895
	Iteration 42Q: 3 clusters Score -7201447 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88596 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -7201447.500000 Penalty: 5656.191895
	Iteration 43Q: 3 clusters Score -7201448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88603 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -7201454.500000 Penalty: 5656.191895
	Iteration 44Q: 3 clusters Score -7201454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88604 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -7201454.500000 Penalty: 5656.191895
	Iteration 45Q: 3 clusters Score -7201454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88605 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -7201454.500000 Penalty: 5656.191895
	Iteration 46Q: 3 clusters Score -7201454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88605 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -7201454.500000 Penalty: 5656.191895
	Iteration 47F: 3 clusters Score -7201454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (154042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154042 members 
Entering Unmasked Estep 
Score: -12334758.000000 Penalty: 2962.355225
	Iteration 0F: 2 clusters Score -1.233476e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77271 members 
Mstep: Class 2 contains 76771 members 
Entering Unmasked Estep 
Score: -12231628.000000 Penalty: 5924.710449
	Iteration 0F: 3 clusters Score -1.223163e+07 nChanged 73561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79602 members 
Mstep: Class 2 contains 74440 members 
Entering Unmasked Estep 
Score: -12275049.000000 Penalty: 5924.710449
	Iteration 1F: 3 clusters Score -1.227505e+07 nChanged 5289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80677 members 
Mstep: Class 2 contains 73365 members 
Entering Unmasked Estep 
Score: -12276772.000000 Penalty: 5924.710449
	Iteration 2Q: 3 clusters Score -1.227677e+07 nChanged 5959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81968 members 
Mstep: Class 2 contains 72074 members 
Entering Unmasked Estep 
Score: -12279141.000000 Penalty: 5924.710449
	Iteration 3Q: 3 clusters Score -1.227914e+07 nChanged 6690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83276 members 
Mstep: Class 2 contains 70766 members 
Entering Unmasked Estep 
Score: -12281979.000000 Penalty: 5924.710449
	Iteration 4Q: 3 clusters Score -1.228198e+07 nChanged 7492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84726 members 
Mstep: Class 2 contains 69316 members 
Entering Unmasked Estep 
Score: -12285625.000000 Penalty: 5924.710449
	Iteration 5Q: 3 clusters Score -1.228562e+07 nChanged 8360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86296 members 
Mstep: Class 2 contains 67746 members 
Entering Unmasked Estep 
Score: -12289990.000000 Penalty: 5924.710449
	Iteration 6F: 3 clusters Score -1.228999e+07 nChanged 8598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88104 members 
Mstep: Class 2 contains 65938 members 
Entering Unmasked Estep 
Score: -12294595.000000 Penalty: 5924.710449
	Iteration 7F: 3 clusters Score -1.22946e+07 nChanged 8457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90363 members 
Mstep: Class 2 contains 63679 members 
Entering Unmasked Estep 
Score: -12298902.000000 Penalty: 5924.710449
	Iteration 8F: 3 clusters Score -1.22989e+07 nChanged 7597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93272 members 
Mstep: Class 2 contains 60770 members 
Entering Unmasked Estep 
Score: -12302669.000000 Penalty: 5924.710449
	Iteration 9Q: 3 clusters Score -1.230267e+07 nChanged 6719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96769 members 
Mstep: Class 2 contains 57273 members 
Entering Unmasked Estep 
Score: -12305679.000000 Penalty: 5924.710449
	Iteration 10Q: 3 clusters Score -1.230568e+07 nChanged 5864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100879 members 
Mstep: Class 2 contains 53163 members 
Entering Unmasked Estep 
Score: -12308303.000000 Penalty: 5924.710449
	Iteration 11Q: 3 clusters Score -1.23083e+07 nChanged 5615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105642 members 
Mstep: Class 2 contains 48400 members 
Entering Unmasked Estep 
Score: -12310705.000000 Penalty: 5924.710449
	Iteration 12Q: 3 clusters Score -1.23107e+07 nChanged 5559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110883 members 
Mstep: Class 2 contains 43159 members 
Entering Unmasked Estep 
Score: -12313121.000000 Penalty: 5924.710449
	Iteration 13Q: 3 clusters Score -1.231312e+07 nChanged 5670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116453 members 
Mstep: Class 2 contains 37589 members 
Entering Unmasked Estep 
Score: -12315554.000000 Penalty: 5924.710449
	Iteration 14Q: 3 clusters Score -1.231555e+07 nChanged 5641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122078 members 
Mstep: Class 2 contains 31964 members 
Entering Unmasked Estep 
Score: -12317895.000000 Penalty: 5924.710449
	Iteration 15Q: 3 clusters Score -1.23179e+07 nChanged 5580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127656 members 
Mstep: Class 2 contains 26386 members 
Entering Unmasked Estep 
Score: -12320375.000000 Penalty: 5924.710449
	Iteration 16Q: 3 clusters Score -1.232038e+07 nChanged 5231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132887 members 
Mstep: Class 2 contains 21155 members 
Entering Unmasked Estep 
Score: -12322878.000000 Penalty: 5924.710449
	Iteration 17Q: 3 clusters Score -1.232288e+07 nChanged 4696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137581 members 
Mstep: Class 2 contains 16461 members 
Entering Unmasked Estep 
Score: -12325180.000000 Penalty: 5924.710449
	Iteration 18Q: 3 clusters Score -1.232518e+07 nChanged 3892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141473 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -12327103.000000 Penalty: 5924.710449
	Iteration 19Q: 3 clusters Score -1.23271e+07 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144557 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -12328565.000000 Penalty: 5924.710449
	Iteration 20F: 3 clusters Score -1.232856e+07 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146861 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -12329681.000000 Penalty: 5924.710449
	Iteration 21Q: 3 clusters Score -1.232968e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148481 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -12330372.000000 Penalty: 5924.710449
	Iteration 22Q: 3 clusters Score -1.233037e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149662 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -12330913.000000 Penalty: 5924.710449
	Iteration 23Q: 3 clusters Score -1.233091e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150480 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -12331269.000000 Penalty: 5924.710449
	Iteration 24Q: 3 clusters Score -1.233127e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151064 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -12331546.000000 Penalty: 5924.710449
	Iteration 25Q: 3 clusters Score -1.233155e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151466 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -12331744.000000 Penalty: 5924.710449
	Iteration 26Q: 3 clusters Score -1.233174e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151730 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -12331855.000000 Penalty: 5924.710449
	Iteration 27Q: 3 clusters Score -1.233186e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151930 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -12331913.000000 Penalty: 5924.710449
	Iteration 28Q: 3 clusters Score -1.233191e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152089 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -12332002.000000 Penalty: 5924.710449
	Iteration 29Q: 3 clusters Score -1.2332e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152220 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -12332057.000000 Penalty: 5924.710449
	Iteration 30Q: 3 clusters Score -1.233206e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152323 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -12332087.000000 Penalty: 5924.710449
	Iteration 31Q: 3 clusters Score -1.233209e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152412 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -12332126.000000 Penalty: 5924.710449
	Iteration 32Q: 3 clusters Score -1.233213e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152481 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -12332148.000000 Penalty: 5924.710449
	Iteration 33Q: 3 clusters Score -1.233215e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152527 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -12332173.000000 Penalty: 5924.710449
	Iteration 34Q: 3 clusters Score -1.233217e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152566 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -12332203.000000 Penalty: 5924.710449
	Iteration 35Q: 3 clusters Score -1.23322e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152604 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -12332203.000000 Penalty: 5924.710449
	Iteration 36Q: 3 clusters Score -1.23322e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152626 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -12332222.000000 Penalty: 5924.710449
	Iteration 37Q: 3 clusters Score -1.233222e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152651 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -12332236.000000 Penalty: 5924.710449
	Iteration 38Q: 3 clusters Score -1.233224e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152668 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -12332249.000000 Penalty: 5924.710449
	Iteration 39Q: 3 clusters Score -1.233225e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152685 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -12332253.000000 Penalty: 5924.710449
	Iteration 40F: 3 clusters Score -1.233225e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152699 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -12332250.000000 Penalty: 5924.710449
	Iteration 41Q: 3 clusters Score -1.233225e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152710 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -12332267.000000 Penalty: 5924.710449
	Iteration 42Q: 3 clusters Score -1.233227e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152714 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -12332269.000000 Penalty: 5924.710449
	Iteration 43Q: 3 clusters Score -1.233227e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152721 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -12332262.000000 Penalty: 5924.710449
	Iteration 44Q: 3 clusters Score -1.233226e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152735 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -12332276.000000 Penalty: 5924.710449
	Iteration 45Q: 3 clusters Score -1.233228e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152744 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -12332283.000000 Penalty: 5924.710449
	Iteration 46Q: 3 clusters Score -1.233228e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152751 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -12332280.000000 Penalty: 5924.710449
	Iteration 47Q: 3 clusters Score -1.233228e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152761 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -12332289.000000 Penalty: 5924.710449
	Iteration 48Q: 3 clusters Score -1.233229e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152774 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -12332296.000000 Penalty: 5924.710449
	Iteration 49Q: 3 clusters Score -1.23323e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152782 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -12332300.000000 Penalty: 5924.710449
	Iteration 50Q: 3 clusters Score -1.23323e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152785 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -12332302.000000 Penalty: 5924.710449
	Iteration 51Q: 3 clusters Score -1.23323e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152791 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -12332297.000000 Penalty: 5924.710449
	Iteration 52Q: 3 clusters Score -1.23323e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152794 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -12332296.000000 Penalty: 5924.710449
	Iteration 53Q: 3 clusters Score -1.23323e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152797 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -12332285.000000 Penalty: 5924.710449
	Iteration 54Q: 3 clusters Score -1.233228e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152798 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -12332290.000000 Penalty: 5924.710449
	Iteration 55Q: 3 clusters Score -1.233229e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152799 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -12332299.000000 Penalty: 5924.710449
	Iteration 56Q: 3 clusters Score -1.23323e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152801 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -12332301.000000 Penalty: 5924.710449
	Iteration 57Q: 3 clusters Score -1.23323e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152802 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -12332299.000000 Penalty: 5924.710449
	Iteration 58Q: 3 clusters Score -1.23323e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152801 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -12332301.000000 Penalty: 5924.710449
	Iteration 59Q: 3 clusters Score -1.23323e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152799 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -12332300.000000 Penalty: 5924.710449
	Iteration 60F: 3 clusters Score -1.23323e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Entering Unmasked Estep 
Score: -661301.375000 Penalty: 2246.645020
	Iteration 0F: 2 clusters Score -661301.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -654488.375000 Penalty: 4493.290039
	Iteration 0F: 3 clusters Score -654488.4 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -656479.437500 Penalty: 4493.290039
	Iteration 1F: 3 clusters Score -656479.4 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -656878.750000 Penalty: 4493.290039
	Iteration 2F: 3 clusters Score -656878.8 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -657248.687500 Penalty: 4493.290039
	Iteration 3F: 3 clusters Score -657248.7 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -657660.187500 Penalty: 4493.290039
	Iteration 4F: 3 clusters Score -657660.2 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -658130.687500 Penalty: 4493.290039
	Iteration 5F: 3 clusters Score -658130.7 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -658531.250000 Penalty: 4493.290039
	Iteration 6F: 3 clusters Score -658531.2 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -658915.125000 Penalty: 4493.290039
	Iteration 7F: 3 clusters Score -658915.1 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -659277.437500 Penalty: 4493.290039
	Iteration 8Q: 3 clusters Score -659277.4 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -659598.875000 Penalty: 4493.290039
	Iteration 9Q: 3 clusters Score -659598.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -659907.125000 Penalty: 4493.290039
	Iteration 10Q: 3 clusters Score -659907.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -660176.750000 Penalty: 4493.290039
	Iteration 11Q: 3 clusters Score -660176.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -660383.437500 Penalty: 4493.290039
	Iteration 12Q: 3 clusters Score -660383.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -660511.000000 Penalty: 4493.290039
	Iteration 13Q: 3 clusters Score -660511 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -660570.500000 Penalty: 4493.290039
	Iteration 14Q: 3 clusters Score -660570.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -660606.250000 Penalty: 4493.290039
	Iteration 15Q: 3 clusters Score -660606.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -660618.375000 Penalty: 4493.290039
	Iteration 16Q: 3 clusters Score -660618.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -660625.375000 Penalty: 4493.290039
	Iteration 17Q: 3 clusters Score -660625.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -660635.812500 Penalty: 4493.290039
	Iteration 18Q: 3 clusters Score -660635.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -660646.375000 Penalty: 4493.290039
	Iteration 19Q: 3 clusters Score -660646.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -660648.687500 Penalty: 4493.290039
	Iteration 20F: 3 clusters Score -660648.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -660651.062500 Penalty: 4493.290039
	Iteration 21Q: 3 clusters Score -660651.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -660654.437500 Penalty: 4493.290039
	Iteration 22Q: 3 clusters Score -660654.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -660654.625000 Penalty: 4493.290039
	Iteration 23Q: 3 clusters Score -660654.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -660654.437500 Penalty: 4493.290039
	Iteration 24Q: 3 clusters Score -660654.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -660656.312500 Penalty: 4493.290039
	Iteration 25Q: 3 clusters Score -660656.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -660657.750000 Penalty: 4493.290039
	Iteration 26Q: 3 clusters Score -660657.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -660657.750000 Penalty: 4493.290039
	Iteration 27Q: 3 clusters Score -660657.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -660658.875000 Penalty: 4493.290039
	Iteration 28Q: 3 clusters Score -660658.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -660658.875000 Penalty: 4493.290039
	Iteration 29F: 3 clusters Score -660658.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Entering Unmasked Estep 
Score: -640869.625000 Penalty: 2240.333740
	Iteration 0F: 2 clusters Score -640869.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -634323.875000 Penalty: 4480.667480
	Iteration 0F: 3 clusters Score -634323.9 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -636603.312500 Penalty: 4480.667480
	Iteration 1F: 3 clusters Score -636603.3 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -637137.062500 Penalty: 4480.667480
	Iteration 2F: 3 clusters Score -637137.1 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -637495.812500 Penalty: 4480.667480
	Iteration 3F: 3 clusters Score -637495.8 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -637823.500000 Penalty: 4480.667480
	Iteration 4F: 3 clusters Score -637823.5 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -638138.625000 Penalty: 4480.667480
	Iteration 5F: 3 clusters Score -638138.6 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -638491.312500 Penalty: 4480.667480
	Iteration 6F: 3 clusters Score -638491.3 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -638919.125000 Penalty: 4480.667480
	Iteration 7F: 3 clusters Score -638919.1 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -639344.687500 Penalty: 4480.667480
	Iteration 8F: 3 clusters Score -639344.7 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -639654.062500 Penalty: 4480.667480
	Iteration 9Q: 3 clusters Score -639654.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -639862.937500 Penalty: 4480.667480
	Iteration 10Q: 3 clusters Score -639862.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -640004.937500 Penalty: 4480.667480
	Iteration 11Q: 3 clusters Score -640004.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -640091.625000 Penalty: 4480.667480
	Iteration 12Q: 3 clusters Score -640091.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -640155.437500 Penalty: 4480.667480
	Iteration 13Q: 3 clusters Score -640155.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -640215.375000 Penalty: 4480.667480
	Iteration 14Q: 3 clusters Score -640215.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -640273.937500 Penalty: 4480.667480
	Iteration 15Q: 3 clusters Score -640273.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -640311.187500 Penalty: 4480.667480
	Iteration 16Q: 3 clusters Score -640311.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -640343.687500 Penalty: 4480.667480
	Iteration 17Q: 3 clusters Score -640343.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -640363.937500 Penalty: 4480.667480
	Iteration 18Q: 3 clusters Score -640363.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -640381.687500 Penalty: 4480.667480
	Iteration 19Q: 3 clusters Score -640381.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -640394.000000 Penalty: 4480.667480
	Iteration 20F: 3 clusters Score -640394 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -640403.750000 Penalty: 4480.667480
	Iteration 21Q: 3 clusters Score -640403.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -640411.937500 Penalty: 4480.667480
	Iteration 22Q: 3 clusters Score -640411.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -640413.750000 Penalty: 4480.667480
	Iteration 23Q: 3 clusters Score -640413.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -640421.750000 Penalty: 4480.667480
	Iteration 24Q: 3 clusters Score -640421.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -640427.187500 Penalty: 4480.667480
	Iteration 25Q: 3 clusters Score -640427.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -640432.000000 Penalty: 4480.667480
	Iteration 26Q: 3 clusters Score -640432 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -640434.562500 Penalty: 4480.667480
	Iteration 27Q: 3 clusters Score -640434.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -640438.937500 Penalty: 4480.667480
	Iteration 28Q: 3 clusters Score -640438.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -640441.687500 Penalty: 4480.667480
	Iteration 29Q: 3 clusters Score -640441.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -640442.562500 Penalty: 4480.667480
	Iteration 30Q: 3 clusters Score -640442.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -640444.125000 Penalty: 4480.667480
	Iteration 31Q: 3 clusters Score -640444.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -640443.437500 Penalty: 4480.667480
	Iteration 32Q: 3 clusters Score -640443.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -640443.437500 Penalty: 4480.667480
	Iteration 33F: 3 clusters Score -640443.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (75746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75746 members 
Entering Unmasked Estep 
Score: -6152496.500000 Penalty: 2786.314941
	Iteration 0F: 2 clusters Score -6152496 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37650 members 
Mstep: Class 2 contains 38096 members 
Entering Unmasked Estep 
Score: -6101709.500000 Penalty: 5572.629883
	Iteration 0F: 3 clusters Score -6101710 nChanged 35367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35667 members 
Mstep: Class 2 contains 40079 members 
Entering Unmasked Estep 
Score: -6121694.000000 Penalty: 5572.629883
	Iteration 1F: 3 clusters Score -6121694 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34476 members 
Mstep: Class 2 contains 41270 members 
Entering Unmasked Estep 
Score: -6122440.000000 Penalty: 5572.629883
	Iteration 2Q: 3 clusters Score -6122440 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32788 members 
Mstep: Class 2 contains 42958 members 
Entering Unmasked Estep 
Score: -6123355.000000 Penalty: 5572.629883
	Iteration 3Q: 3 clusters Score -6123355 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30351 members 
Mstep: Class 2 contains 45395 members 
Entering Unmasked Estep 
Score: -6124626.500000 Penalty: 5572.629883
	Iteration 4Q: 3 clusters Score -6124626 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26888 members 
Mstep: Class 2 contains 48858 members 
Entering Unmasked Estep 
Score: -6126699.500000 Penalty: 5572.629883
	Iteration 5F: 3 clusters Score -6126700 nChanged 4839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22231 members 
Mstep: Class 2 contains 53515 members 
Entering Unmasked Estep 
Score: -6129997.500000 Penalty: 5572.629883
	Iteration 6F: 3 clusters Score -6129998 nChanged 5923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 59384 members 
Entering Unmasked Estep 
Score: -6134888.000000 Penalty: 5572.629883
	Iteration 7F: 3 clusters Score -6134888 nChanged 6245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 65619 members 
Entering Unmasked Estep 
Score: -6140796.500000 Penalty: 5572.629883
	Iteration 8F: 3 clusters Score -6140796 nChanged 5032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 70635 members 
Entering Unmasked Estep 
Score: -6145647.500000 Penalty: 5572.629883
	Iteration 9F: 3 clusters Score -6145648 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 73488 members 
Entering Unmasked Estep 
Score: -6148334.500000 Penalty: 5572.629883
	Iteration 10Q: 3 clusters Score -6148334 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 74650 members 
Entering Unmasked Estep 
Score: -6149429.500000 Penalty: 5572.629883
	Iteration 11Q: 3 clusters Score -6149430 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 75044 members 
Entering Unmasked Estep 
Score: -6149871.500000 Penalty: 5572.629883
	Iteration 12Q: 3 clusters Score -6149872 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 75166 members 
Entering Unmasked Estep 
Score: -6150018.000000 Penalty: 5572.629883
	Iteration 13Q: 3 clusters Score -6150018 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 75214 members 
Entering Unmasked Estep 
Score: -6150109.000000 Penalty: 5572.629883
	Iteration 14Q: 3 clusters Score -6150109 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 75247 members 
Entering Unmasked Estep 
Score: -6150158.500000 Penalty: 5572.629883
	Iteration 15Q: 3 clusters Score -6150158 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 75271 members 
Entering Unmasked Estep 
Score: -6150186.000000 Penalty: 5572.629883
	Iteration 16Q: 3 clusters Score -6150186 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 75287 members 
Entering Unmasked Estep 
Score: -6150210.500000 Penalty: 5572.629883
	Iteration 17Q: 3 clusters Score -6150210 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 75302 members 
Entering Unmasked Estep 
Score: -6150234.500000 Penalty: 5572.629883
	Iteration 18Q: 3 clusters Score -6150234 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 75318 members 
Entering Unmasked Estep 
Score: -6150248.500000 Penalty: 5572.629883
	Iteration 19Q: 3 clusters Score -6150248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 75325 members 
Entering Unmasked Estep 
Score: -6150256.500000 Penalty: 5572.629883
	Iteration 20F: 3 clusters Score -6150256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 75323 members 
Entering Unmasked Estep 
Score: -6150259.000000 Penalty: 5572.629883
	Iteration 21Q: 3 clusters Score -6150259 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 75327 members 
Entering Unmasked Estep 
Score: -6150266.500000 Penalty: 5572.629883
	Iteration 22Q: 3 clusters Score -6150266 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 75331 members 
Entering Unmasked Estep 
Score: -6150274.000000 Penalty: 5572.629883
	Iteration 23Q: 3 clusters Score -6150274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 75336 members 
Entering Unmasked Estep 
Score: -6150276.500000 Penalty: 5572.629883
	Iteration 24Q: 3 clusters Score -6150276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 75341 members 
Entering Unmasked Estep 
Score: -6150285.000000 Penalty: 5572.629883
	Iteration 25Q: 3 clusters Score -6150285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 75342 members 
Entering Unmasked Estep 
Score: -6150279.500000 Penalty: 5572.629883
	Iteration 26Q: 3 clusters Score -6150280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 75342 members 
Entering Unmasked Estep 
Score: -6150279.500000 Penalty: 5572.629883
	Iteration 27F: 3 clusters Score -6150280 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (64468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64468 members 
Entering Unmasked Estep 
Score: -5216471.500000 Penalty: 2746.333252
	Iteration 0F: 2 clusters Score -5216472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32096 members 
Mstep: Class 2 contains 32372 members 
Entering Unmasked Estep 
Score: -5173244.000000 Penalty: 5492.666504
	Iteration 0F: 3 clusters Score -5173244 nChanged 30054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31474 members 
Mstep: Class 2 contains 32994 members 
Entering Unmasked Estep 
Score: -5190370.500000 Penalty: 5492.666504
	Iteration 1F: 3 clusters Score -5190370 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31049 members 
Mstep: Class 2 contains 33419 members 
Entering Unmasked Estep 
Score: -5191037.000000 Penalty: 5492.666504
	Iteration 2Q: 3 clusters Score -5191037 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30509 members 
Mstep: Class 2 contains 33959 members 
Entering Unmasked Estep 
Score: -5191635.500000 Penalty: 5492.666504
	Iteration 3Q: 3 clusters Score -5191636 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29681 members 
Mstep: Class 2 contains 34787 members 
Entering Unmasked Estep 
Score: -5192278.000000 Penalty: 5492.666504
	Iteration 4Q: 3 clusters Score -5192278 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28499 members 
Mstep: Class 2 contains 35969 members 
Entering Unmasked Estep 
Score: -5193059.000000 Penalty: 5492.666504
	Iteration 5Q: 3 clusters Score -5193059 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26855 members 
Mstep: Class 2 contains 37613 members 
Entering Unmasked Estep 
Score: -5194092.500000 Penalty: 5492.666504
	Iteration 6Q: 3 clusters Score -5194092 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24679 members 
Mstep: Class 2 contains 39789 members 
Entering Unmasked Estep 
Score: -5195340.000000 Penalty: 5492.666504
	Iteration 7Q: 3 clusters Score -5195340 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21762 members 
Mstep: Class 2 contains 42706 members 
Entering Unmasked Estep 
Score: -5197120.000000 Penalty: 5492.666504
	Iteration 8Q: 3 clusters Score -5197120 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18151 members 
Mstep: Class 2 contains 46317 members 
Entering Unmasked Estep 
Score: -5199593.000000 Penalty: 5492.666504
	Iteration 9F: 3 clusters Score -5199593 nChanged 4239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 50504 members 
Entering Unmasked Estep 
Score: -5202888.000000 Penalty: 5492.666504
	Iteration 10F: 3 clusters Score -5202888 nChanged 4283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 54743 members 
Entering Unmasked Estep 
Score: -5206621.500000 Penalty: 5492.666504
	Iteration 11F: 3 clusters Score -5206622 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 58123 members 
Entering Unmasked Estep 
Score: -5209650.500000 Penalty: 5492.666504
	Iteration 12F: 3 clusters Score -5209650 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 60292 members 
Entering Unmasked Estep 
Score: -5211535.500000 Penalty: 5492.666504
	Iteration 13Q: 3 clusters Score -5211536 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 61577 members 
Entering Unmasked Estep 
Score: -5212550.000000 Penalty: 5492.666504
	Iteration 14Q: 3 clusters Score -5212550 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 62352 members 
Entering Unmasked Estep 
Score: -5213127.500000 Penalty: 5492.666504
	Iteration 15Q: 3 clusters Score -5213128 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 62839 members 
Entering Unmasked Estep 
Score: -5213483.500000 Penalty: 5492.666504
	Iteration 16Q: 3 clusters Score -5213484 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 63138 members 
Entering Unmasked Estep 
Score: -5213707.500000 Penalty: 5492.666504
	Iteration 17Q: 3 clusters Score -5213708 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 63329 members 
Entering Unmasked Estep 
Score: -5213825.000000 Penalty: 5492.666504
	Iteration 18Q: 3 clusters Score -5213825 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 63448 members 
Entering Unmasked Estep 
Score: -5213909.000000 Penalty: 5492.666504
	Iteration 19Q: 3 clusters Score -5213909 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 63537 members 
Entering Unmasked Estep 
Score: -5213960.500000 Penalty: 5492.666504
	Iteration 20F: 3 clusters Score -5213960 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 63611 members 
Entering Unmasked Estep 
Score: -5214015.000000 Penalty: 5492.666504
	Iteration 21Q: 3 clusters Score -5214015 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 63664 members 
Entering Unmasked Estep 
Score: -5214062.500000 Penalty: 5492.666504
	Iteration 22Q: 3 clusters Score -5214062 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 63694 members 
Entering Unmasked Estep 
Score: -5214085.500000 Penalty: 5492.666504
	Iteration 23Q: 3 clusters Score -5214086 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 63715 members 
Entering Unmasked Estep 
Score: -5214102.000000 Penalty: 5492.666504
	Iteration 24Q: 3 clusters Score -5214102 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 63735 members 
Entering Unmasked Estep 
Score: -5214120.500000 Penalty: 5492.666504
	Iteration 25Q: 3 clusters Score -5214120 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 63755 members 
Entering Unmasked Estep 
Score: -5214134.500000 Penalty: 5492.666504
	Iteration 26Q: 3 clusters Score -5214134 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 63774 members 
Entering Unmasked Estep 
Score: -5214157.000000 Penalty: 5492.666504
	Iteration 27Q: 3 clusters Score -5214157 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 63789 members 
Entering Unmasked Estep 
Score: -5214167.000000 Penalty: 5492.666504
	Iteration 28Q: 3 clusters Score -5214167 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 63800 members 
Entering Unmasked Estep 
Score: -5214174.500000 Penalty: 5492.666504
	Iteration 29Q: 3 clusters Score -5214174 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 63809 members 
Entering Unmasked Estep 
Score: -5214180.500000 Penalty: 5492.666504
	Iteration 30Q: 3 clusters Score -5214180 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 63819 members 
Entering Unmasked Estep 
Score: -5214187.500000 Penalty: 5492.666504
	Iteration 31Q: 3 clusters Score -5214188 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 63831 members 
Entering Unmasked Estep 
Score: -5214192.500000 Penalty: 5492.666504
	Iteration 32Q: 3 clusters Score -5214192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 63836 members 
Entering Unmasked Estep 
Score: -5214200.000000 Penalty: 5492.666504
	Iteration 33Q: 3 clusters Score -5214200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 63836 members 
Entering Unmasked Estep 
Score: -5214195.500000 Penalty: 5492.666504
	Iteration 34Q: 3 clusters Score -5214196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 63838 members 
Entering Unmasked Estep 
Score: -5214195.000000 Penalty: 5492.666504
	Iteration 35Q: 3 clusters Score -5214195 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 63841 members 
Entering Unmasked Estep 
Score: -5214201.500000 Penalty: 5492.666504
	Iteration 36Q: 3 clusters Score -5214202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 63842 members 
Entering Unmasked Estep 
Score: -5214206.500000 Penalty: 5492.666504
	Iteration 37Q: 3 clusters Score -5214206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 63843 members 
Entering Unmasked Estep 
Score: -5214198.500000 Penalty: 5492.666504
	Iteration 38Q: 3 clusters Score -5214198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 63845 members 
Entering Unmasked Estep 
Score: -5214205.000000 Penalty: 5492.666504
	Iteration 39Q: 3 clusters Score -5214205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 63848 members 
Entering Unmasked Estep 
Score: -5214205.000000 Penalty: 5492.666504
	Iteration 40F: 3 clusters Score -5214205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 63850 members 
Entering Unmasked Estep 
Score: -5214199.500000 Penalty: 5492.666504
	Iteration 41Q: 3 clusters Score -5214200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 63851 members 
Entering Unmasked Estep 
Score: -5214202.500000 Penalty: 5492.666504
	Iteration 42Q: 3 clusters Score -5214202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 63852 members 
Entering Unmasked Estep 
Score: -5214203.000000 Penalty: 5492.666504
	Iteration 43Q: 3 clusters Score -5214203 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 63852 members 
Entering Unmasked Estep 
Score: -5214203.000000 Penalty: 5492.666504
	Iteration 44F: 3 clusters Score -5214203 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Entering Unmasked Estep 
Score: -467157.375000 Penalty: 2171.422852
	Iteration 0F: 2 clusters Score -467157.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -461844.687500 Penalty: 4342.845703
	Iteration 0F: 3 clusters Score -461844.7 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -463440.062500 Penalty: 4342.845703
	Iteration 1F: 3 clusters Score -463440.1 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -464174.093750 Penalty: 4342.845703
	Iteration 2F: 3 clusters Score -464174.1 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -464887.031250 Penalty: 4342.845703
	Iteration 3F: 3 clusters Score -464887 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -465511.781250 Penalty: 4342.845703
	Iteration 4F: 3 clusters Score -465511.8 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -465976.687500 Penalty: 4342.845703
	Iteration 5F: 3 clusters Score -465976.7 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -466222.875000 Penalty: 4342.845703
	Iteration 6F: 3 clusters Score -466222.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -466331.406250 Penalty: 4342.845703
	Iteration 7Q: 3 clusters Score -466331.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -466401.968750 Penalty: 4342.845703
	Iteration 8Q: 3 clusters Score -466402 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -466441.156250 Penalty: 4342.845703
	Iteration 9Q: 3 clusters Score -466441.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -466467.000000 Penalty: 4342.845703
	Iteration 10Q: 3 clusters Score -466467 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -466484.656250 Penalty: 4342.845703
	Iteration 11Q: 3 clusters Score -466484.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -466496.718750 Penalty: 4342.845703
	Iteration 12Q: 3 clusters Score -466496.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -466505.250000 Penalty: 4342.845703
	Iteration 13Q: 3 clusters Score -466505.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -466515.875000 Penalty: 4342.845703
	Iteration 14Q: 3 clusters Score -466515.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -466523.406250 Penalty: 4342.845703
	Iteration 15Q: 3 clusters Score -466523.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -466530.125000 Penalty: 4342.845703
	Iteration 16Q: 3 clusters Score -466530.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -466535.812500 Penalty: 4342.845703
	Iteration 17Q: 3 clusters Score -466535.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -466538.687500 Penalty: 4342.845703
	Iteration 18Q: 3 clusters Score -466538.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -466541.968750 Penalty: 4342.845703
	Iteration 19Q: 3 clusters Score -466542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -466545.718750 Penalty: 4342.845703
	Iteration 20F: 3 clusters Score -466545.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -466548.875000 Penalty: 4342.845703
	Iteration 21Q: 3 clusters Score -466548.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -466551.000000 Penalty: 4342.845703
	Iteration 22Q: 3 clusters Score -466551 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -466553.218750 Penalty: 4342.845703
	Iteration 23Q: 3 clusters Score -466553.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -466554.093750 Penalty: 4342.845703
	Iteration 24Q: 3 clusters Score -466554.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -466557.093750 Penalty: 4342.845703
	Iteration 25Q: 3 clusters Score -466557.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -466557.375000 Penalty: 4342.845703
	Iteration 26Q: 3 clusters Score -466557.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -466558.468750 Penalty: 4342.845703
	Iteration 27Q: 3 clusters Score -466558.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -466559.281250 Penalty: 4342.845703
	Iteration 28Q: 3 clusters Score -466559.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -466559.093750 Penalty: 4342.845703
	Iteration 29Q: 3 clusters Score -466559.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -466560.406250 Penalty: 4342.845703
	Iteration 30Q: 3 clusters Score -466560.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -466561.718750 Penalty: 4342.845703
	Iteration 31Q: 3 clusters Score -466561.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -466563.062500 Penalty: 4342.845703
	Iteration 32Q: 3 clusters Score -466563.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -466564.625000 Penalty: 4342.845703
	Iteration 33Q: 3 clusters Score -466564.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -466565.625000 Penalty: 4342.845703
	Iteration 34Q: 3 clusters Score -466565.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -466565.031250 Penalty: 4342.845703
	Iteration 35Q: 3 clusters Score -466565 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -466565.031250 Penalty: 4342.845703
	Iteration 36F: 3 clusters Score -466565 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (60309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60309 members 
Entering Unmasked Estep 
Score: -4690490.500000 Penalty: 2729.794678
	Iteration 0F: 2 clusters Score -4690490 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30086 members 
Mstep: Class 2 contains 30223 members 
Entering Unmasked Estep 
Score: -4650028.500000 Penalty: 5459.589355
	Iteration 0F: 3 clusters Score -4650028 nChanged 28032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29886 members 
Mstep: Class 2 contains 30423 members 
Entering Unmasked Estep 
Score: -4666222.000000 Penalty: 5459.589355
	Iteration 1F: 3 clusters Score -4666222 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29925 members 
Mstep: Class 2 contains 30384 members 
Entering Unmasked Estep 
Score: -4667219.000000 Penalty: 5459.589355
	Iteration 2Q: 3 clusters Score -4667219 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30046 members 
Mstep: Class 2 contains 30263 members 
Entering Unmasked Estep 
Score: -4668609.500000 Penalty: 5459.589355
	Iteration 3Q: 3 clusters Score -4668610 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30041 members 
Mstep: Class 2 contains 30268 members 
Entering Unmasked Estep 
Score: -4670411.000000 Penalty: 5459.589355
	Iteration 4F: 3 clusters Score -4670411 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29828 members 
Mstep: Class 2 contains 30481 members 
Entering Unmasked Estep 
Score: -4672727.500000 Penalty: 5459.589355
	Iteration 5F: 3 clusters Score -4672728 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29355 members 
Mstep: Class 2 contains 30954 members 
Entering Unmasked Estep 
Score: -4675776.000000 Penalty: 5459.589355
	Iteration 6F: 3 clusters Score -4675776 nChanged 4210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28689 members 
Mstep: Class 2 contains 31620 members 
Entering Unmasked Estep 
Score: -4679551.000000 Penalty: 5459.589355
	Iteration 7F: 3 clusters Score -4679551 nChanged 4205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28038 members 
Mstep: Class 2 contains 32271 members 
Entering Unmasked Estep 
Score: -4683086.000000 Penalty: 5459.589355
	Iteration 8F: 3 clusters Score -4683086 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27717 members 
Mstep: Class 2 contains 32592 members 
Entering Unmasked Estep 
Score: -4685838.000000 Penalty: 5459.589355
	Iteration 9F: 3 clusters Score -4685838 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27577 members 
Mstep: Class 2 contains 32732 members 
Entering Unmasked Estep 
Score: -4687575.000000 Penalty: 5459.589355
	Iteration 10Q: 3 clusters Score -4687575 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27608 members 
Mstep: Class 2 contains 32701 members 
Entering Unmasked Estep 
Score: -4688614.500000 Penalty: 5459.589355
	Iteration 11Q: 3 clusters Score -4688614 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27678 members 
Mstep: Class 2 contains 32631 members 
Entering Unmasked Estep 
Score: -4689137.500000 Penalty: 5459.589355
	Iteration 12Q: 3 clusters Score -4689138 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27735 members 
Mstep: Class 2 contains 32574 members 
Entering Unmasked Estep 
Score: -4689450.000000 Penalty: 5459.589355
	Iteration 13Q: 3 clusters Score -4689450 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27792 members 
Mstep: Class 2 contains 32517 members 
Entering Unmasked Estep 
Score: -4689616.500000 Penalty: 5459.589355
	Iteration 14Q: 3 clusters Score -4689616 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27850 members 
Mstep: Class 2 contains 32459 members 
Entering Unmasked Estep 
Score: -4689695.000000 Penalty: 5459.589355
	Iteration 15Q: 3 clusters Score -4689695 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27904 members 
Mstep: Class 2 contains 32405 members 
Entering Unmasked Estep 
Score: -4689785.500000 Penalty: 5459.589355
	Iteration 16Q: 3 clusters Score -4689786 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27956 members 
Mstep: Class 2 contains 32353 members 
Entering Unmasked Estep 
Score: -4689825.500000 Penalty: 5459.589355
	Iteration 17Q: 3 clusters Score -4689826 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28017 members 
Mstep: Class 2 contains 32292 members 
Entering Unmasked Estep 
Score: -4689852.000000 Penalty: 5459.589355
	Iteration 18Q: 3 clusters Score -4689852 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28081 members 
Mstep: Class 2 contains 32228 members 
Entering Unmasked Estep 
Score: -4689872.500000 Penalty: 5459.589355
	Iteration 19Q: 3 clusters Score -4689872 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28153 members 
Mstep: Class 2 contains 32156 members 
Entering Unmasked Estep 
Score: -4689904.000000 Penalty: 5459.589355
	Iteration 20F: 3 clusters Score -4689904 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28194 members 
Mstep: Class 2 contains 32115 members 
Entering Unmasked Estep 
Score: -4689907.500000 Penalty: 5459.589355
	Iteration 21Q: 3 clusters Score -4689908 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28238 members 
Mstep: Class 2 contains 32071 members 
Entering Unmasked Estep 
Score: -4689901.000000 Penalty: 5459.589355
	Iteration 22Q: 3 clusters Score -4689901 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28276 members 
Mstep: Class 2 contains 32033 members 
Entering Unmasked Estep 
Score: -4689883.000000 Penalty: 5459.589355
	Iteration 23Q: 3 clusters Score -4689883 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28307 members 
Mstep: Class 2 contains 32002 members 
Entering Unmasked Estep 
Score: -4689894.000000 Penalty: 5459.589355
	Iteration 24Q: 3 clusters Score -4689894 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28333 members 
Mstep: Class 2 contains 31976 members 
Entering Unmasked Estep 
Score: -4689897.000000 Penalty: 5459.589355
	Iteration 25Q: 3 clusters Score -4689897 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28355 members 
Mstep: Class 2 contains 31954 members 
Entering Unmasked Estep 
Score: -4689895.500000 Penalty: 5459.589355
	Iteration 26Q: 3 clusters Score -4689896 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28369 members 
Mstep: Class 2 contains 31940 members 
Entering Unmasked Estep 
Score: -4689893.500000 Penalty: 5459.589355
	Iteration 27Q: 3 clusters Score -4689894 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28384 members 
Mstep: Class 2 contains 31925 members 
Entering Unmasked Estep 
Score: -4689893.000000 Penalty: 5459.589355
	Iteration 28Q: 3 clusters Score -4689893 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28395 members 
Mstep: Class 2 contains 31914 members 
Entering Unmasked Estep 
Score: -4689890.500000 Penalty: 5459.589355
	Iteration 29Q: 3 clusters Score -4689890 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28406 members 
Mstep: Class 2 contains 31903 members 
Entering Unmasked Estep 
Score: -4689896.500000 Penalty: 5459.589355
	Iteration 30Q: 3 clusters Score -4689896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28409 members 
Mstep: Class 2 contains 31900 members 
Entering Unmasked Estep 
Score: -4689898.500000 Penalty: 5459.589355
	Iteration 31Q: 3 clusters Score -4689898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28415 members 
Mstep: Class 2 contains 31894 members 
Entering Unmasked Estep 
Score: -4689896.000000 Penalty: 5459.589355
	Iteration 32Q: 3 clusters Score -4689896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28417 members 
Mstep: Class 2 contains 31892 members 
Entering Unmasked Estep 
Score: -4689895.500000 Penalty: 5459.589355
	Iteration 33Q: 3 clusters Score -4689896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28420 members 
Mstep: Class 2 contains 31889 members 
Entering Unmasked Estep 
Score: -4689896.000000 Penalty: 5459.589355
	Iteration 34Q: 3 clusters Score -4689896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28424 members 
Mstep: Class 2 contains 31885 members 
Entering Unmasked Estep 
Score: -4689896.000000 Penalty: 5459.589355
	Iteration 35Q: 3 clusters Score -4689896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28426 members 
Mstep: Class 2 contains 31883 members 
Entering Unmasked Estep 
Score: -4689896.500000 Penalty: 5459.589355
	Iteration 36Q: 3 clusters Score -4689896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28428 members 
Mstep: Class 2 contains 31881 members 
Entering Unmasked Estep 
Score: -4689898.000000 Penalty: 5459.589355
	Iteration 37Q: 3 clusters Score -4689898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28429 members 
Mstep: Class 2 contains 31880 members 
Entering Unmasked Estep 
Score: -4689898.500000 Penalty: 5459.589355
	Iteration 38Q: 3 clusters Score -4689898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28430 members 
Mstep: Class 2 contains 31879 members 
Entering Unmasked Estep 
Score: -4689900.000000 Penalty: 5459.589355
	Iteration 39Q: 3 clusters Score -4689900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28431 members 
Mstep: Class 2 contains 31878 members 
Entering Unmasked Estep 
Score: -4689896.500000 Penalty: 5459.589355
	Iteration 40F: 3 clusters Score -4689896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28432 members 
Mstep: Class 2 contains 31877 members 
Entering Unmasked Estep 
Score: -4689894.000000 Penalty: 5459.589355
	Iteration 41Q: 3 clusters Score -4689894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28433 members 
Mstep: Class 2 contains 31876 members 
Entering Unmasked Estep 
Score: -4689898.000000 Penalty: 5459.589355
	Iteration 42Q: 3 clusters Score -4689898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28435 members 
Mstep: Class 2 contains 31874 members 
Entering Unmasked Estep 
Score: -4689896.000000 Penalty: 5459.589355
	Iteration 43Q: 3 clusters Score -4689896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28437 members 
Mstep: Class 2 contains 31872 members 
Entering Unmasked Estep 
Score: -4689892.000000 Penalty: 5459.589355
	Iteration 44Q: 3 clusters Score -4689892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28440 members 
Mstep: Class 2 contains 31869 members 
Entering Unmasked Estep 
Score: -4689889.500000 Penalty: 5459.589355
	Iteration 45Q: 3 clusters Score -4689890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28443 members 
Mstep: Class 2 contains 31866 members 
Entering Unmasked Estep 
Score: -4689887.000000 Penalty: 5459.589355
	Iteration 46Q: 3 clusters Score -4689887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28446 members 
Mstep: Class 2 contains 31863 members 
Entering Unmasked Estep 
Score: -4689883.500000 Penalty: 5459.589355
	Iteration 47Q: 3 clusters Score -4689884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28447 members 
Mstep: Class 2 contains 31862 members 
Entering Unmasked Estep 
Score: -4689886.500000 Penalty: 5459.589355
	Iteration 48Q: 3 clusters Score -4689886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28449 members 
Mstep: Class 2 contains 31860 members 
Entering Unmasked Estep 
Score: -4689891.000000 Penalty: 5459.589355
	Iteration 49Q: 3 clusters Score -4689891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28451 members 
Mstep: Class 2 contains 31858 members 
Entering Unmasked Estep 
Score: -4689887.500000 Penalty: 5459.589355
	Iteration 50Q: 3 clusters Score -4689888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28452 members 
Mstep: Class 2 contains 31857 members 
Entering Unmasked Estep 
Score: -4689890.000000 Penalty: 5459.589355
	Iteration 51Q: 3 clusters Score -4689890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28452 members 
Mstep: Class 2 contains 31857 members 
Entering Unmasked Estep 
Score: -4689890.000000 Penalty: 5459.589355
	Iteration 52F: 3 clusters Score -4689890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Entering Unmasked Estep 
Score: -457190.250000 Penalty: 2149.627441
	Iteration 0F: 2 clusters Score -457190.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -452207.125000 Penalty: 4299.254883
	Iteration 0F: 3 clusters Score -452207.1 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -453571.625000 Penalty: 4299.254883
	Iteration 1F: 3 clusters Score -453571.6 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -453849.093750 Penalty: 4299.254883
	Iteration 2F: 3 clusters Score -453849.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -454060.750000 Penalty: 4299.254883
	Iteration 3F: 3 clusters Score -454060.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -454202.406250 Penalty: 4299.254883
	Iteration 4Q: 3 clusters Score -454202.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -454331.250000 Penalty: 4299.254883
	Iteration 5Q: 3 clusters Score -454331.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -454461.625000 Penalty: 4299.254883
	Iteration 6Q: 3 clusters Score -454461.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -454569.125000 Penalty: 4299.254883
	Iteration 7Q: 3 clusters Score -454569.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -454683.500000 Penalty: 4299.254883
	Iteration 8Q: 3 clusters Score -454683.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -454784.343750 Penalty: 4299.254883
	Iteration 9Q: 3 clusters Score -454784.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -454873.281250 Penalty: 4299.254883
	Iteration 10Q: 3 clusters Score -454873.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -454970.687500 Penalty: 4299.254883
	Iteration 11Q: 3 clusters Score -454970.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -455059.968750 Penalty: 4299.254883
	Iteration 12Q: 3 clusters Score -455060 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -455127.562500 Penalty: 4299.254883
	Iteration 13Q: 3 clusters Score -455127.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -455180.531250 Penalty: 4299.254883
	Iteration 14Q: 3 clusters Score -455180.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -455224.218750 Penalty: 4299.254883
	Iteration 15Q: 3 clusters Score -455224.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -455261.468750 Penalty: 4299.254883
	Iteration 16Q: 3 clusters Score -455261.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -455291.718750 Penalty: 4299.254883
	Iteration 17Q: 3 clusters Score -455291.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -455312.312500 Penalty: 4299.254883
	Iteration 18Q: 3 clusters Score -455312.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -455330.437500 Penalty: 4299.254883
	Iteration 19Q: 3 clusters Score -455330.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -455353.187500 Penalty: 4299.254883
	Iteration 20F: 3 clusters Score -455353.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -455367.125000 Penalty: 4299.254883
	Iteration 21Q: 3 clusters Score -455367.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -455382.093750 Penalty: 4299.254883
	Iteration 22Q: 3 clusters Score -455382.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -455394.062500 Penalty: 4299.254883
	Iteration 23Q: 3 clusters Score -455394.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -455400.718750 Penalty: 4299.254883
	Iteration 24Q: 3 clusters Score -455400.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -455406.750000 Penalty: 4299.254883
	Iteration 25Q: 3 clusters Score -455406.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -455410.593750 Penalty: 4299.254883
	Iteration 26Q: 3 clusters Score -455410.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -455413.468750 Penalty: 4299.254883
	Iteration 27Q: 3 clusters Score -455413.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -455415.218750 Penalty: 4299.254883
	Iteration 28Q: 3 clusters Score -455415.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -455415.125000 Penalty: 4299.254883
	Iteration 29Q: 3 clusters Score -455415.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -455415.312500 Penalty: 4299.254883
	Iteration 30Q: 3 clusters Score -455415.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -455416.187500 Penalty: 4299.254883
	Iteration 31Q: 3 clusters Score -455416.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -455417.500000 Penalty: 4299.254883
	Iteration 32Q: 3 clusters Score -455417.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -455418.218750 Penalty: 4299.254883
	Iteration 33Q: 3 clusters Score -455418.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -455418.593750 Penalty: 4299.254883
	Iteration 34Q: 3 clusters Score -455418.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -455420.125000 Penalty: 4299.254883
	Iteration 35Q: 3 clusters Score -455420.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -455421.968750 Penalty: 4299.254883
	Iteration 36Q: 3 clusters Score -455422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -455425.343750 Penalty: 4299.254883
	Iteration 37Q: 3 clusters Score -455425.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -455425.281250 Penalty: 4299.254883
	Iteration 38Q: 3 clusters Score -455425.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -455426.843750 Penalty: 4299.254883
	Iteration 39Q: 3 clusters Score -455426.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -455430.031250 Penalty: 4299.254883
	Iteration 40F: 3 clusters Score -455430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -455430.593750 Penalty: 4299.254883
	Iteration 41Q: 3 clusters Score -455430.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -455431.312500 Penalty: 4299.254883
	Iteration 42Q: 3 clusters Score -455431.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -455432.875000 Penalty: 4299.254883
	Iteration 43Q: 3 clusters Score -455432.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -455436.312500 Penalty: 4299.254883
	Iteration 44Q: 3 clusters Score -455436.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -455438.750000 Penalty: 4299.254883
	Iteration 45Q: 3 clusters Score -455438.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -455443.312500 Penalty: 4299.254883
	Iteration 46Q: 3 clusters Score -455443.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -455445.281250 Penalty: 4299.254883
	Iteration 47Q: 3 clusters Score -455445.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -455448.437500 Penalty: 4299.254883
	Iteration 48Q: 3 clusters Score -455448.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -455451.156250 Penalty: 4299.254883
	Iteration 49Q: 3 clusters Score -455451.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -455451.968750 Penalty: 4299.254883
	Iteration 50Q: 3 clusters Score -455452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -455452.406250 Penalty: 4299.254883
	Iteration 51Q: 3 clusters Score -455452.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -455454.281250 Penalty: 4299.254883
	Iteration 52Q: 3 clusters Score -455454.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -455456.656250 Penalty: 4299.254883
	Iteration 53Q: 3 clusters Score -455456.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -455458.781250 Penalty: 4299.254883
	Iteration 54Q: 3 clusters Score -455458.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -455459.312500 Penalty: 4299.254883
	Iteration 55Q: 3 clusters Score -455459.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -455460.500000 Penalty: 4299.254883
	Iteration 56Q: 3 clusters Score -455460.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -455459.937500 Penalty: 4299.254883
	Iteration 57Q: 3 clusters Score -455459.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -455461.562500 Penalty: 4299.254883
	Iteration 58Q: 3 clusters Score -455461.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -455461.562500 Penalty: 4299.254883
	Iteration 59F: 3 clusters Score -455461.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (21258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21258 members 
Entering Unmasked Estep 
Score: -1472017.250000 Penalty: 2471.193359
	Iteration 0F: 2 clusters Score -1472017 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -1457074.375000 Penalty: 4942.386719
	Iteration 0F: 3 clusters Score -1457074 nChanged 9485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -1462966.625000 Penalty: 4942.386719
	Iteration 1F: 3 clusters Score -1462967 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -1464729.125000 Penalty: 4942.386719
	Iteration 2F: 3 clusters Score -1464729 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -1466735.375000 Penalty: 4942.386719
	Iteration 3F: 3 clusters Score -1466735 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -1468403.875000 Penalty: 4942.386719
	Iteration 4F: 3 clusters Score -1468404 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -1469411.625000 Penalty: 4942.386719
	Iteration 5F: 3 clusters Score -1469412 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -1469911.750000 Penalty: 4942.386719
	Iteration 6F: 3 clusters Score -1469912 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -1470151.750000 Penalty: 4942.386719
	Iteration 7Q: 3 clusters Score -1470152 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -1470258.875000 Penalty: 4942.386719
	Iteration 8Q: 3 clusters Score -1470259 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -1470317.000000 Penalty: 4942.386719
	Iteration 9Q: 3 clusters Score -1470317 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -1470360.000000 Penalty: 4942.386719
	Iteration 10Q: 3 clusters Score -1470360 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -1470409.375000 Penalty: 4942.386719
	Iteration 11Q: 3 clusters Score -1470409 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -1470438.875000 Penalty: 4942.386719
	Iteration 12Q: 3 clusters Score -1470439 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -1470470.750000 Penalty: 4942.386719
	Iteration 13Q: 3 clusters Score -1470471 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -1470494.875000 Penalty: 4942.386719
	Iteration 14Q: 3 clusters Score -1470495 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -1470528.875000 Penalty: 4942.386719
	Iteration 15Q: 3 clusters Score -1470529 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -1470564.875000 Penalty: 4942.386719
	Iteration 16Q: 3 clusters Score -1470565 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -1470593.875000 Penalty: 4942.386719
	Iteration 17Q: 3 clusters Score -1470594 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1470624.250000 Penalty: 4942.386719
	Iteration 18Q: 3 clusters Score -1470624 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1470646.125000 Penalty: 4942.386719
	Iteration 19Q: 3 clusters Score -1470646 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -1470665.125000 Penalty: 4942.386719
	Iteration 20F: 3 clusters Score -1470665 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -1470676.250000 Penalty: 4942.386719
	Iteration 21Q: 3 clusters Score -1470676 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1470700.125000 Penalty: 4942.386719
	Iteration 22Q: 3 clusters Score -1470700 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1470727.250000 Penalty: 4942.386719
	Iteration 23Q: 3 clusters Score -1470727 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1470767.250000 Penalty: 4942.386719
	Iteration 24Q: 3 clusters Score -1470767 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1470804.375000 Penalty: 4942.386719
	Iteration 25Q: 3 clusters Score -1470804 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -1470846.625000 Penalty: 4942.386719
	Iteration 26Q: 3 clusters Score -1470847 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -1470889.625000 Penalty: 4942.386719
	Iteration 27Q: 3 clusters Score -1470890 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -1470930.375000 Penalty: 4942.386719
	Iteration 28Q: 3 clusters Score -1470930 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1470980.375000 Penalty: 4942.386719
	Iteration 29Q: 3 clusters Score -1470980 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -1471039.250000 Penalty: 4942.386719
	Iteration 30Q: 3 clusters Score -1471039 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1471099.375000 Penalty: 4942.386719
	Iteration 31Q: 3 clusters Score -1471099 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1471174.375000 Penalty: 4942.386719
	Iteration 32Q: 3 clusters Score -1471174 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1471255.875000 Penalty: 4942.386719
	Iteration 33Q: 3 clusters Score -1471256 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15452 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1471348.500000 Penalty: 4942.386719
	Iteration 34Q: 3 clusters Score -1471348 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15740 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1471461.375000 Penalty: 4942.386719
	Iteration 35Q: 3 clusters Score -1471461 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16007 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1471564.375000 Penalty: 4942.386719
	Iteration 36Q: 3 clusters Score -1471564 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1471659.250000 Penalty: 4942.386719
	Iteration 37Q: 3 clusters Score -1471659 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16525 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1471752.000000 Penalty: 4942.386719
	Iteration 38Q: 3 clusters Score -1471752 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16784 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1471871.375000 Penalty: 4942.386719
	Iteration 39Q: 3 clusters Score -1471871 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -1471979.500000 Penalty: 4942.386719
	Iteration 40F: 3 clusters Score -1471980 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17294 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1472098.000000 Penalty: 4942.386719
	Iteration 41Q: 3 clusters Score -1472098 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1472183.250000 Penalty: 4942.386719
	Iteration 42Q: 3 clusters Score -1472183 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17695 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1472276.250000 Penalty: 4942.386719
	Iteration 43Q: 3 clusters Score -1472276 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17860 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1472350.750000 Penalty: 4942.386719
	Iteration 44Q: 3 clusters Score -1472351 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18024 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1472441.250000 Penalty: 4942.386719
	Iteration 45Q: 3 clusters Score -1472441 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18157 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1472503.000000 Penalty: 4942.386719
	Iteration 46Q: 3 clusters Score -1472503 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18285 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1472551.750000 Penalty: 4942.386719
	Iteration 47Q: 3 clusters Score -1472552 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18384 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1472600.125000 Penalty: 4942.386719
	Iteration 48Q: 3 clusters Score -1472600 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18465 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -1472627.250000 Penalty: 4942.386719
	Iteration 49Q: 3 clusters Score -1472627 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18526 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1472646.125000 Penalty: 4942.386719
	Iteration 50Q: 3 clusters Score -1472646 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1472653.250000 Penalty: 4942.386719
	Iteration 51Q: 3 clusters Score -1472653 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18610 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1472664.500000 Penalty: 4942.386719
	Iteration 52Q: 3 clusters Score -1472664 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18649 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -1472676.250000 Penalty: 4942.386719
	Iteration 53Q: 3 clusters Score -1472676 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18679 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1472682.500000 Penalty: 4942.386719
	Iteration 54Q: 3 clusters Score -1472682 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18701 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1472691.500000 Penalty: 4942.386719
	Iteration 55Q: 3 clusters Score -1472692 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18719 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1472693.875000 Penalty: 4942.386719
	Iteration 56Q: 3 clusters Score -1472694 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18736 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1472700.625000 Penalty: 4942.386719
	Iteration 57Q: 3 clusters Score -1472701 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18749 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1472705.250000 Penalty: 4942.386719
	Iteration 58Q: 3 clusters Score -1472705 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18763 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -1472709.375000 Penalty: 4942.386719
	Iteration 59Q: 3 clusters Score -1472709 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18773 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1472707.875000 Penalty: 4942.386719
	Iteration 60F: 3 clusters Score -1472708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18778 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1472708.250000 Penalty: 4942.386719
	Iteration 61Q: 3 clusters Score -1472708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18783 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1472708.750000 Penalty: 4942.386719
	Iteration 62Q: 3 clusters Score -1472709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18785 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1472708.250000 Penalty: 4942.386719
	Iteration 63Q: 3 clusters Score -1472708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18786 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1472707.750000 Penalty: 4942.386719
	Iteration 64Q: 3 clusters Score -1472708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18787 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1472707.875000 Penalty: 4942.386719
	Iteration 65Q: 3 clusters Score -1472708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18787 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1472707.875000 Penalty: 4942.386719
	Iteration 66F: 3 clusters Score -1472708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74899 members 
Mstep: Class 2 contains 24237 members 
Mstep: Class 3 contains 3392 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 89645 members 
Mstep: Class 6 contains 154042 members 
Mstep: Class 7 contains 8596 members 
Mstep: Class 8 contains 8380 members 
Mstep: Class 9 contains 75746 members 
Mstep: Class 10 contains 64468 members 
Mstep: Class 11 contains 6347 members 
Mstep: Class 12 contains 60309 members 
Mstep: Class 13 contains 5813 members 
Mstep: Class 14 contains 18787 members 
Mstep: Class 15 contains 17024 members 
Mstep: Class 16 contains 14077 members 
Mstep: Class 17 contains 37902 members 
Mstep: Class 18 contains 3086 members 
Mstep: Class 19 contains 5641 members 
Mstep: Class 20 contains 11835 members 
Mstep: Class 21 contains 9844 members 
Mstep: Class 22 contains 9994 members 
Mstep: Class 23 contains 28746 members 
Mstep: Class 24 contains 532829 members 
Mstep: Class 25 contains 61111 members 
Mstep: Class 26 contains 6854 members 
Mstep: Class 27 contains 3458 members 
Mstep: Class 28 contains 69660 members 
Mstep: Class 29 contains 5901 members 
Mstep: Class 30 contains 16030 members 
Mstep: Class 31 contains 3318 members 
Mstep: Class 32 contains 22344 members 
Mstep: Class 33 contains 2734 members 
Mstep: Class 34 contains 2471 members 
Entering Unmasked Estep 
Score: -111983600.000000 Penalty: 119701.210938
Splitting cluster 14 changes total score from -111983800.000000 to -111983600.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (17024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17024 members 
Entering Unmasked Estep 
Score: -1350492.875000 Penalty: 2416.110107
	Iteration 0F: 2 clusters Score -1350493 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -1338333.625000 Penalty: 4832.220215
	Iteration 0F: 3 clusters Score -1338334 nChanged 7402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -1342424.500000 Penalty: 4832.220215
	Iteration 1F: 3 clusters Score -1342424 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -1343024.750000 Penalty: 4832.220215
	Iteration 2F: 3 clusters Score -1343025 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -1343651.375000 Penalty: 4832.220215
	Iteration 3F: 3 clusters Score -1343651 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -1344411.125000 Penalty: 4832.220215
	Iteration 4F: 3 clusters Score -1344411 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -1345273.750000 Penalty: 4832.220215
	Iteration 5F: 3 clusters Score -1345274 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1346181.125000 Penalty: 4832.220215
	Iteration 6F: 3 clusters Score -1346181 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1346966.500000 Penalty: 4832.220215
	Iteration 7F: 3 clusters Score -1346966 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1347511.250000 Penalty: 4832.220215
	Iteration 8F: 3 clusters Score -1347511 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1347835.625000 Penalty: 4832.220215
	Iteration 9Q: 3 clusters Score -1347836 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1348042.000000 Penalty: 4832.220215
	Iteration 10Q: 3 clusters Score -1348042 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1348192.250000 Penalty: 4832.220215
	Iteration 11Q: 3 clusters Score -1348192 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1348295.875000 Penalty: 4832.220215
	Iteration 12Q: 3 clusters Score -1348296 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1348364.000000 Penalty: 4832.220215
	Iteration 13Q: 3 clusters Score -1348364 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1348411.125000 Penalty: 4832.220215
	Iteration 14Q: 3 clusters Score -1348411 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1348448.250000 Penalty: 4832.220215
	Iteration 15Q: 3 clusters Score -1348448 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1348460.750000 Penalty: 4832.220215
	Iteration 16Q: 3 clusters Score -1348461 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1348478.750000 Penalty: 4832.220215
	Iteration 17Q: 3 clusters Score -1348479 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1348483.375000 Penalty: 4832.220215
	Iteration 18Q: 3 clusters Score -1348483 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1348489.500000 Penalty: 4832.220215
	Iteration 19Q: 3 clusters Score -1348490 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1348494.125000 Penalty: 4832.220215
	Iteration 20F: 3 clusters Score -1348494 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1348498.375000 Penalty: 4832.220215
	Iteration 21Q: 3 clusters Score -1348498 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1348504.500000 Penalty: 4832.220215
	Iteration 22Q: 3 clusters Score -1348504 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1348504.500000 Penalty: 4832.220215
	Iteration 23Q: 3 clusters Score -1348504 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1348506.750000 Penalty: 4832.220215
	Iteration 24Q: 3 clusters Score -1348507 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1348509.125000 Penalty: 4832.220215
	Iteration 25Q: 3 clusters Score -1348509 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1348510.250000 Penalty: 4832.220215
	Iteration 26Q: 3 clusters Score -1348510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1348510.750000 Penalty: 4832.220215
	Iteration 27Q: 3 clusters Score -1348511 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1348511.625000 Penalty: 4832.220215
	Iteration 28Q: 3 clusters Score -1348512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -1348517.250000 Penalty: 4832.220215
	Iteration 29Q: 3 clusters Score -1348517 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1348515.750000 Penalty: 4832.220215
	Iteration 30Q: 3 clusters Score -1348516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1348513.625000 Penalty: 4832.220215
	Iteration 31Q: 3 clusters Score -1348514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1348517.500000 Penalty: 4832.220215
	Iteration 32Q: 3 clusters Score -1348518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1348514.500000 Penalty: 4832.220215
	Iteration 33Q: 3 clusters Score -1348514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1348518.500000 Penalty: 4832.220215
	Iteration 34Q: 3 clusters Score -1348518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1348516.750000 Penalty: 4832.220215
	Iteration 35Q: 3 clusters Score -1348517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1348514.500000 Penalty: 4832.220215
	Iteration 36Q: 3 clusters Score -1348514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1348516.000000 Penalty: 4832.220215
	Iteration 37Q: 3 clusters Score -1348516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1348514.750000 Penalty: 4832.220215
	Iteration 38Q: 3 clusters Score -1348515 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1348514.750000 Penalty: 4832.220215
	Iteration 39F: 3 clusters Score -1348515 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (14077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Entering Unmasked Estep 
Score: -1059885.375000 Penalty: 2368.969727
	Iteration 0F: 2 clusters Score -1059885 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1049661.375000 Penalty: 4737.939453
	Iteration 0F: 3 clusters Score -1049661 nChanged 6058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1052813.250000 Penalty: 4737.939453
	Iteration 1F: 3 clusters Score -1052813 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -1053196.000000 Penalty: 4737.939453
	Iteration 2F: 3 clusters Score -1053196 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1053517.125000 Penalty: 4737.939453
	Iteration 3F: 3 clusters Score -1053517 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1053779.000000 Penalty: 4737.939453
	Iteration 4Q: 3 clusters Score -1053779 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1054063.875000 Penalty: 4737.939453
	Iteration 5Q: 3 clusters Score -1054064 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1054376.250000 Penalty: 4737.939453
	Iteration 6Q: 3 clusters Score -1054376 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1054772.875000 Penalty: 4737.939453
	Iteration 7Q: 3 clusters Score -1054773 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1055209.750000 Penalty: 4737.939453
	Iteration 8Q: 3 clusters Score -1055210 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -1055625.375000 Penalty: 4737.939453
	Iteration 9Q: 3 clusters Score -1055625 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1056068.500000 Penalty: 4737.939453
	Iteration 10Q: 3 clusters Score -1056068 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1056538.375000 Penalty: 4737.939453
	Iteration 11Q: 3 clusters Score -1056538 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1056914.250000 Penalty: 4737.939453
	Iteration 12Q: 3 clusters Score -1056914 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1057189.875000 Penalty: 4737.939453
	Iteration 13Q: 3 clusters Score -1057190 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1057402.750000 Penalty: 4737.939453
	Iteration 14Q: 3 clusters Score -1057403 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1057552.500000 Penalty: 4737.939453
	Iteration 15Q: 3 clusters Score -1057552 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1057651.875000 Penalty: 4737.939453
	Iteration 16Q: 3 clusters Score -1057652 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1057723.875000 Penalty: 4737.939453
	Iteration 17Q: 3 clusters Score -1057724 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1057770.250000 Penalty: 4737.939453
	Iteration 18Q: 3 clusters Score -1057770 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1057798.375000 Penalty: 4737.939453
	Iteration 19Q: 3 clusters Score -1057798 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1057829.500000 Penalty: 4737.939453
	Iteration 20F: 3 clusters Score -1057830 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1057853.375000 Penalty: 4737.939453
	Iteration 21Q: 3 clusters Score -1057853 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1057880.500000 Penalty: 4737.939453
	Iteration 22Q: 3 clusters Score -1057880 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1057901.250000 Penalty: 4737.939453
	Iteration 23Q: 3 clusters Score -1057901 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1057912.625000 Penalty: 4737.939453
	Iteration 24Q: 3 clusters Score -1057913 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1057926.375000 Penalty: 4737.939453
	Iteration 25Q: 3 clusters Score -1057926 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1057938.000000 Penalty: 4737.939453
	Iteration 26Q: 3 clusters Score -1057938 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1057947.375000 Penalty: 4737.939453
	Iteration 27Q: 3 clusters Score -1057947 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1057948.000000 Penalty: 4737.939453
	Iteration 28Q: 3 clusters Score -1057948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1057949.750000 Penalty: 4737.939453
	Iteration 29Q: 3 clusters Score -1057950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1057951.625000 Penalty: 4737.939453
	Iteration 30Q: 3 clusters Score -1057952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1057953.500000 Penalty: 4737.939453
	Iteration 31Q: 3 clusters Score -1057954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1057953.500000 Penalty: 4737.939453
	Iteration 32F: 3 clusters Score -1057954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (37902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37902 members 
Entering Unmasked Estep 
Score: -2955869.500000 Penalty: 2614.604248
	Iteration 0F: 2 clusters Score -2955870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19200 members 
Mstep: Class 2 contains 18702 members 
Entering Unmasked Estep 
Score: -2930196.250000 Penalty: 5229.208496
	Iteration 0F: 3 clusters Score -2930196 nChanged 17312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20822 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -2940442.750000 Penalty: 5229.208496
	Iteration 1F: 3 clusters Score -2940443 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21663 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -2941704.250000 Penalty: 5229.208496
	Iteration 2F: 3 clusters Score -2941704 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22649 members 
Mstep: Class 2 contains 15253 members 
Entering Unmasked Estep 
Score: -2943319.250000 Penalty: 5229.208496
	Iteration 3F: 3 clusters Score -2943319 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23749 members 
Mstep: Class 2 contains 14153 members 
Entering Unmasked Estep 
Score: -2945156.500000 Penalty: 5229.208496
	Iteration 4F: 3 clusters Score -2945156 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24868 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -2947234.000000 Penalty: 5229.208496
	Iteration 5F: 3 clusters Score -2947234 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25877 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -2949288.000000 Penalty: 5229.208496
	Iteration 6F: 3 clusters Score -2949288 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26623 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -2950771.750000 Penalty: 5229.208496
	Iteration 7F: 3 clusters Score -2950772 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27162 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -2951567.750000 Penalty: 5229.208496
	Iteration 8Q: 3 clusters Score -2951568 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27653 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -2952027.000000 Penalty: 5229.208496
	Iteration 9Q: 3 clusters Score -2952027 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28065 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -2952335.500000 Penalty: 5229.208496
	Iteration 10Q: 3 clusters Score -2952336 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28437 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -2952562.750000 Penalty: 5229.208496
	Iteration 11Q: 3 clusters Score -2952563 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28742 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -2952739.000000 Penalty: 5229.208496
	Iteration 12Q: 3 clusters Score -2952739 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29046 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -2952839.750000 Penalty: 5229.208496
	Iteration 13Q: 3 clusters Score -2952840 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29306 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -2952932.250000 Penalty: 5229.208496
	Iteration 14Q: 3 clusters Score -2952932 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29549 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -2953010.500000 Penalty: 5229.208496
	Iteration 15Q: 3 clusters Score -2953010 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29781 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -2953079.000000 Penalty: 5229.208496
	Iteration 16Q: 3 clusters Score -2953079 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30029 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -2953157.000000 Penalty: 5229.208496
	Iteration 17Q: 3 clusters Score -2953157 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30272 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -2953216.000000 Penalty: 5229.208496
	Iteration 18Q: 3 clusters Score -2953216 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30498 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -2953276.000000 Penalty: 5229.208496
	Iteration 19Q: 3 clusters Score -2953276 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30726 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -2953351.500000 Penalty: 5229.208496
	Iteration 20F: 3 clusters Score -2953352 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30967 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -2953401.000000 Penalty: 5229.208496
	Iteration 21Q: 3 clusters Score -2953401 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31203 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -2953472.250000 Penalty: 5229.208496
	Iteration 22Q: 3 clusters Score -2953472 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31427 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -2953542.250000 Penalty: 5229.208496
	Iteration 23Q: 3 clusters Score -2953542 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31657 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -2953633.500000 Penalty: 5229.208496
	Iteration 24Q: 3 clusters Score -2953634 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31910 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -2953728.500000 Penalty: 5229.208496
	Iteration 25Q: 3 clusters Score -2953728 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32148 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -2953812.000000 Penalty: 5229.208496
	Iteration 26Q: 3 clusters Score -2953812 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32401 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -2953913.000000 Penalty: 5229.208496
	Iteration 27Q: 3 clusters Score -2953913 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32665 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -2954026.750000 Penalty: 5229.208496
	Iteration 28Q: 3 clusters Score -2954027 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32929 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -2954148.500000 Penalty: 5229.208496
	Iteration 29Q: 3 clusters Score -2954148 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33211 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -2954277.500000 Penalty: 5229.208496
	Iteration 30Q: 3 clusters Score -2954278 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33465 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -2954414.750000 Penalty: 5229.208496
	Iteration 31Q: 3 clusters Score -2954415 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33694 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -2954546.250000 Penalty: 5229.208496
	Iteration 32Q: 3 clusters Score -2954546 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33905 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -2954687.250000 Penalty: 5229.208496
	Iteration 33Q: 3 clusters Score -2954687 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34111 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -2954830.500000 Penalty: 5229.208496
	Iteration 34Q: 3 clusters Score -2954830 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34283 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -2954960.500000 Penalty: 5229.208496
	Iteration 35Q: 3 clusters Score -2954960 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34461 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -2955087.000000 Penalty: 5229.208496
	Iteration 36Q: 3 clusters Score -2955087 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34594 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -2955179.500000 Penalty: 5229.208496
	Iteration 37Q: 3 clusters Score -2955180 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34704 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -2955238.250000 Penalty: 5229.208496
	Iteration 38Q: 3 clusters Score -2955238 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34788 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -2955288.000000 Penalty: 5229.208496
	Iteration 39Q: 3 clusters Score -2955288 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34839 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -2955307.000000 Penalty: 5229.208496
	Iteration 40F: 3 clusters Score -2955307 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34869 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -2955301.000000 Penalty: 5229.208496
	Iteration 41Q: 3 clusters Score -2955301 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34904 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -2955327.000000 Penalty: 5229.208496
	Iteration 42Q: 3 clusters Score -2955327 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34932 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -2955334.250000 Penalty: 5229.208496
	Iteration 43Q: 3 clusters Score -2955334 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34946 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -2955348.250000 Penalty: 5229.208496
	Iteration 44Q: 3 clusters Score -2955348 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34961 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -2955349.500000 Penalty: 5229.208496
	Iteration 45Q: 3 clusters Score -2955350 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34975 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -2955351.750000 Penalty: 5229.208496
	Iteration 46Q: 3 clusters Score -2955352 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34986 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -2955353.500000 Penalty: 5229.208496
	Iteration 47Q: 3 clusters Score -2955354 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34993 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -2955350.500000 Penalty: 5229.208496
	Iteration 48Q: 3 clusters Score -2955350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34997 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -2955353.500000 Penalty: 5229.208496
	Iteration 49Q: 3 clusters Score -2955354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34996 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -2955355.000000 Penalty: 5229.208496
	Iteration 50Q: 3 clusters Score -2955355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34995 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -2955355.500000 Penalty: 5229.208496
	Iteration 51Q: 3 clusters Score -2955356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34994 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -2955356.250000 Penalty: 5229.208496
	Iteration 52Q: 3 clusters Score -2955356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34996 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -2955357.250000 Penalty: 5229.208496
	Iteration 53Q: 3 clusters Score -2955357 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34996 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -2955357.250000 Penalty: 5229.208496
	Iteration 54F: 3 clusters Score -2955357 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Entering Unmasked Estep 
Score: -262874.062500 Penalty: 1992.588379
	Iteration 0F: 2 clusters Score -262874.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -259542.375000 Penalty: 3985.176758
	Iteration 0F: 3 clusters Score -259542.4 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -260202.843750 Penalty: 3985.176758
	Iteration 1F: 3 clusters Score -260202.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -260361.046875 Penalty: 3985.176758
	Iteration 2F: 3 clusters Score -260361 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -260430.562500 Penalty: 3985.176758
	Iteration 3Q: 3 clusters Score -260430.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -260477.125000 Penalty: 3985.176758
	Iteration 4Q: 3 clusters Score -260477.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -260510.203125 Penalty: 3985.176758
	Iteration 5Q: 3 clusters Score -260510.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -260531.546875 Penalty: 3985.176758
	Iteration 6Q: 3 clusters Score -260531.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -260554.687500 Penalty: 3985.176758
	Iteration 7Q: 3 clusters Score -260554.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -260572.187500 Penalty: 3985.176758
	Iteration 8Q: 3 clusters Score -260572.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -260584.625000 Penalty: 3985.176758
	Iteration 9Q: 3 clusters Score -260584.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -260598.500000 Penalty: 3985.176758
	Iteration 10Q: 3 clusters Score -260598.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -260615.015625 Penalty: 3985.176758
	Iteration 11Q: 3 clusters Score -260615 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -260628.968750 Penalty: 3985.176758
	Iteration 12Q: 3 clusters Score -260629 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -260639.437500 Penalty: 3985.176758
	Iteration 13Q: 3 clusters Score -260639.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -260645.718750 Penalty: 3985.176758
	Iteration 14Q: 3 clusters Score -260645.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -260653.875000 Penalty: 3985.176758
	Iteration 15Q: 3 clusters Score -260653.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -260662.906250 Penalty: 3985.176758
	Iteration 16Q: 3 clusters Score -260662.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -260666.734375 Penalty: 3985.176758
	Iteration 17Q: 3 clusters Score -260666.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -260671.140625 Penalty: 3985.176758
	Iteration 18Q: 3 clusters Score -260671.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -260677.109375 Penalty: 3985.176758
	Iteration 19Q: 3 clusters Score -260677.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -260679.171875 Penalty: 3985.176758
	Iteration 20F: 3 clusters Score -260679.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -260680.781250 Penalty: 3985.176758
	Iteration 21Q: 3 clusters Score -260680.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -260682.171875 Penalty: 3985.176758
	Iteration 22Q: 3 clusters Score -260682.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -260683.828125 Penalty: 3985.176758
	Iteration 23Q: 3 clusters Score -260683.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -260685.453125 Penalty: 3985.176758
	Iteration 24Q: 3 clusters Score -260685.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -260687.046875 Penalty: 3985.176758
	Iteration 25Q: 3 clusters Score -260687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -260688.687500 Penalty: 3985.176758
	Iteration 26Q: 3 clusters Score -260688.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -260690.640625 Penalty: 3985.176758
	Iteration 27Q: 3 clusters Score -260690.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -260693.640625 Penalty: 3985.176758
	Iteration 28Q: 3 clusters Score -260693.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -260695.671875 Penalty: 3985.176758
	Iteration 29Q: 3 clusters Score -260695.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -260698.500000 Penalty: 3985.176758
	Iteration 30Q: 3 clusters Score -260698.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -260701.812500 Penalty: 3985.176758
	Iteration 31Q: 3 clusters Score -260701.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -260702.859375 Penalty: 3985.176758
	Iteration 32Q: 3 clusters Score -260702.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -260703.406250 Penalty: 3985.176758
	Iteration 33Q: 3 clusters Score -260703.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -260704.093750 Penalty: 3985.176758
	Iteration 34Q: 3 clusters Score -260704.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -260705.484375 Penalty: 3985.176758
	Iteration 35Q: 3 clusters Score -260705.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -260706.281250 Penalty: 3985.176758
	Iteration 36Q: 3 clusters Score -260706.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -260706.703125 Penalty: 3985.176758
	Iteration 37Q: 3 clusters Score -260706.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -260706.703125 Penalty: 3985.176758
	Iteration 38F: 3 clusters Score -260706.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Entering Unmasked Estep 
Score: -441308.218750 Penalty: 2142.178467
	Iteration 0F: 2 clusters Score -441308.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -436341.125000 Penalty: 4284.356934
	Iteration 0F: 3 clusters Score -436341.1 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -437649.968750 Penalty: 4284.356934
	Iteration 1F: 3 clusters Score -437650 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -437856.062500 Penalty: 4284.356934
	Iteration 2F: 3 clusters Score -437856.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -437971.968750 Penalty: 4284.356934
	Iteration 3Q: 3 clusters Score -437972 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -438061.812500 Penalty: 4284.356934
	Iteration 4Q: 3 clusters Score -438061.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -438129.718750 Penalty: 4284.356934
	Iteration 5Q: 3 clusters Score -438129.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -438179.812500 Penalty: 4284.356934
	Iteration 6Q: 3 clusters Score -438179.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -438216.781250 Penalty: 4284.356934
	Iteration 7Q: 3 clusters Score -438216.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -438245.968750 Penalty: 4284.356934
	Iteration 8Q: 3 clusters Score -438246 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -438277.843750 Penalty: 4284.356934
	Iteration 9Q: 3 clusters Score -438277.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -438305.031250 Penalty: 4284.356934
	Iteration 10Q: 3 clusters Score -438305 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -438324.406250 Penalty: 4284.356934
	Iteration 11Q: 3 clusters Score -438324.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -438347.468750 Penalty: 4284.356934
	Iteration 12Q: 3 clusters Score -438347.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -438377.000000 Penalty: 4284.356934
	Iteration 13Q: 3 clusters Score -438377 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -438409.406250 Penalty: 4284.356934
	Iteration 14Q: 3 clusters Score -438409.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -438442.343750 Penalty: 4284.356934
	Iteration 15Q: 3 clusters Score -438442.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -438486.343750 Penalty: 4284.356934
	Iteration 16Q: 3 clusters Score -438486.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -438541.343750 Penalty: 4284.356934
	Iteration 17Q: 3 clusters Score -438541.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -438596.531250 Penalty: 4284.356934
	Iteration 18Q: 3 clusters Score -438596.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -438656.593750 Penalty: 4284.356934
	Iteration 19Q: 3 clusters Score -438656.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -438710.375000 Penalty: 4284.356934
	Iteration 20F: 3 clusters Score -438710.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -438768.718750 Penalty: 4284.356934
	Iteration 21Q: 3 clusters Score -438768.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -438811.781250 Penalty: 4284.356934
	Iteration 22Q: 3 clusters Score -438811.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -438856.375000 Penalty: 4284.356934
	Iteration 23Q: 3 clusters Score -438856.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -438889.531250 Penalty: 4284.356934
	Iteration 24Q: 3 clusters Score -438889.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -438917.500000 Penalty: 4284.356934
	Iteration 25Q: 3 clusters Score -438917.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -438944.437500 Penalty: 4284.356934
	Iteration 26Q: 3 clusters Score -438944.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -438975.687500 Penalty: 4284.356934
	Iteration 27Q: 3 clusters Score -438975.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -439003.000000 Penalty: 4284.356934
	Iteration 28Q: 3 clusters Score -439003 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -439035.781250 Penalty: 4284.356934
	Iteration 29Q: 3 clusters Score -439035.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -439075.906250 Penalty: 4284.356934
	Iteration 30Q: 3 clusters Score -439075.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -439113.687500 Penalty: 4284.356934
	Iteration 31Q: 3 clusters Score -439113.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -439150.937500 Penalty: 4284.356934
	Iteration 32Q: 3 clusters Score -439150.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -439190.843750 Penalty: 4284.356934
	Iteration 33Q: 3 clusters Score -439190.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -439233.281250 Penalty: 4284.356934
	Iteration 34Q: 3 clusters Score -439233.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -439265.250000 Penalty: 4284.356934
	Iteration 35Q: 3 clusters Score -439265.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -439294.812500 Penalty: 4284.356934
	Iteration 36Q: 3 clusters Score -439294.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -439328.281250 Penalty: 4284.356934
	Iteration 37Q: 3 clusters Score -439328.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -439356.718750 Penalty: 4284.356934
	Iteration 38Q: 3 clusters Score -439356.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -439382.812500 Penalty: 4284.356934
	Iteration 39Q: 3 clusters Score -439382.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -439398.156250 Penalty: 4284.356934
	Iteration 40F: 3 clusters Score -439398.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -439408.656250 Penalty: 4284.356934
	Iteration 41Q: 3 clusters Score -439408.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -439413.812500 Penalty: 4284.356934
	Iteration 42Q: 3 clusters Score -439413.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -439417.906250 Penalty: 4284.356934
	Iteration 43Q: 3 clusters Score -439417.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -439421.500000 Penalty: 4284.356934
	Iteration 44Q: 3 clusters Score -439421.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -439426.968750 Penalty: 4284.356934
	Iteration 45Q: 3 clusters Score -439427 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -439436.062500 Penalty: 4284.356934
	Iteration 46Q: 3 clusters Score -439436.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -439444.562500 Penalty: 4284.356934
	Iteration 47Q: 3 clusters Score -439444.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -439456.937500 Penalty: 4284.356934
	Iteration 48Q: 3 clusters Score -439456.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -439467.218750 Penalty: 4284.356934
	Iteration 49Q: 3 clusters Score -439467.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -439476.000000 Penalty: 4284.356934
	Iteration 50Q: 3 clusters Score -439476 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -439485.656250 Penalty: 4284.356934
	Iteration 51Q: 3 clusters Score -439485.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -439495.812500 Penalty: 4284.356934
	Iteration 52Q: 3 clusters Score -439495.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -439504.593750 Penalty: 4284.356934
	Iteration 53Q: 3 clusters Score -439504.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -439514.062500 Penalty: 4284.356934
	Iteration 54Q: 3 clusters Score -439514.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -439524.218750 Penalty: 4284.356934
	Iteration 55Q: 3 clusters Score -439524.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -439532.718750 Penalty: 4284.356934
	Iteration 56Q: 3 clusters Score -439532.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -439539.906250 Penalty: 4284.356934
	Iteration 57Q: 3 clusters Score -439539.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -439542.593750 Penalty: 4284.356934
	Iteration 58Q: 3 clusters Score -439542.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -439546.000000 Penalty: 4284.356934
	Iteration 59Q: 3 clusters Score -439546 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -439548.375000 Penalty: 4284.356934
	Iteration 60F: 3 clusters Score -439548.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -439554.406250 Penalty: 4284.356934
	Iteration 61Q: 3 clusters Score -439554.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -439560.468750 Penalty: 4284.356934
	Iteration 62Q: 3 clusters Score -439560.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -439567.187500 Penalty: 4284.356934
	Iteration 63Q: 3 clusters Score -439567.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -439575.062500 Penalty: 4284.356934
	Iteration 64Q: 3 clusters Score -439575.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -439581.000000 Penalty: 4284.356934
	Iteration 65Q: 3 clusters Score -439581 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -439587.656250 Penalty: 4284.356934
	Iteration 66Q: 3 clusters Score -439587.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -439592.937500 Penalty: 4284.356934
	Iteration 67Q: 3 clusters Score -439592.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -439597.656250 Penalty: 4284.356934
	Iteration 68Q: 3 clusters Score -439597.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -439603.031250 Penalty: 4284.356934
	Iteration 69Q: 3 clusters Score -439603 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -439609.750000 Penalty: 4284.356934
	Iteration 70Q: 3 clusters Score -439609.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -439616.156250 Penalty: 4284.356934
	Iteration 71Q: 3 clusters Score -439616.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -439623.718750 Penalty: 4284.356934
	Iteration 72Q: 3 clusters Score -439623.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -439630.593750 Penalty: 4284.356934
	Iteration 73Q: 3 clusters Score -439630.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -439636.468750 Penalty: 4284.356934
	Iteration 74Q: 3 clusters Score -439636.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -439642.031250 Penalty: 4284.356934
	Iteration 75Q: 3 clusters Score -439642 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -439646.625000 Penalty: 4284.356934
	Iteration 76Q: 3 clusters Score -439646.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -439652.218750 Penalty: 4284.356934
	Iteration 77Q: 3 clusters Score -439652.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -439657.343750 Penalty: 4284.356934
	Iteration 78Q: 3 clusters Score -439657.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -439660.375000 Penalty: 4284.356934
	Iteration 79Q: 3 clusters Score -439660.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -439661.437500 Penalty: 4284.356934
	Iteration 80F: 3 clusters Score -439661.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -439661.531250 Penalty: 4284.356934
	Iteration 81Q: 3 clusters Score -439661.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -439661.656250 Penalty: 4284.356934
	Iteration 82Q: 3 clusters Score -439661.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -439661.656250 Penalty: 4284.356934
	Iteration 83F: 3 clusters Score -439661.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (11835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Entering Unmasked Estep 
Score: -924774.187500 Penalty: 2325.946533
	Iteration 0F: 2 clusters Score -924774.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -916037.312500 Penalty: 4651.893066
	Iteration 0F: 3 clusters Score -916037.3 nChanged 4916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -918720.437500 Penalty: 4651.893066
	Iteration 1F: 3 clusters Score -918720.4 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -919187.937500 Penalty: 4651.893066
	Iteration 2F: 3 clusters Score -919187.9 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -919698.500000 Penalty: 4651.893066
	Iteration 3F: 3 clusters Score -919698.5 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -920213.875000 Penalty: 4651.893066
	Iteration 4F: 3 clusters Score -920213.9 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -920775.000000 Penalty: 4651.893066
	Iteration 5F: 3 clusters Score -920775 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -921354.625000 Penalty: 4651.893066
	Iteration 6F: 3 clusters Score -921354.6 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -921912.375000 Penalty: 4651.893066
	Iteration 7F: 3 clusters Score -921912.4 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -922428.562500 Penalty: 4651.893066
	Iteration 8F: 3 clusters Score -922428.6 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -922889.187500 Penalty: 4651.893066
	Iteration 9Q: 3 clusters Score -922889.2 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -923355.625000 Penalty: 4651.893066
	Iteration 10Q: 3 clusters Score -923355.6 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -923843.562500 Penalty: 4651.893066
	Iteration 11Q: 3 clusters Score -923843.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -924333.687500 Penalty: 4651.893066
	Iteration 12Q: 3 clusters Score -924333.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -924605.875000 Penalty: 4651.893066
	Iteration 13Q: 3 clusters Score -924605.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -924698.875000 Penalty: 4651.893066
	Iteration 14Q: 3 clusters Score -924698.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -924747.750000 Penalty: 4651.893066
	Iteration 15Q: 3 clusters Score -924747.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -924773.750000 Penalty: 4651.893066
	Iteration 16Q: 3 clusters Score -924773.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -924797.312500 Penalty: 4651.893066
	Iteration 17Q: 3 clusters Score -924797.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -924816.375000 Penalty: 4651.893066
	Iteration 18Q: 3 clusters Score -924816.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -924828.687500 Penalty: 4651.893066
	Iteration 19Q: 3 clusters Score -924828.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -924838.187500 Penalty: 4651.893066
	Iteration 20F: 3 clusters Score -924838.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -924848.250000 Penalty: 4651.893066
	Iteration 21Q: 3 clusters Score -924848.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -924851.125000 Penalty: 4651.893066
	Iteration 22Q: 3 clusters Score -924851.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -924852.562500 Penalty: 4651.893066
	Iteration 23Q: 3 clusters Score -924852.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -924853.937500 Penalty: 4651.893066
	Iteration 24Q: 3 clusters Score -924853.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -924856.500000 Penalty: 4651.893066
	Iteration 25Q: 3 clusters Score -924856.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -924859.687500 Penalty: 4651.893066
	Iteration 26Q: 3 clusters Score -924859.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -924858.000000 Penalty: 4651.893066
	Iteration 27Q: 3 clusters Score -924858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -924857.687500 Penalty: 4651.893066
	Iteration 28Q: 3 clusters Score -924857.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -924859.250000 Penalty: 4651.893066
	Iteration 29Q: 3 clusters Score -924859.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -924859.000000 Penalty: 4651.893066
	Iteration 30Q: 3 clusters Score -924859 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -924859.000000 Penalty: 4651.893066
	Iteration 31F: 3 clusters Score -924859 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74899 members 
Mstep: Class 2 contains 24237 members 
Mstep: Class 3 contains 3392 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 89645 members 
Mstep: Class 6 contains 154042 members 
Mstep: Class 7 contains 8596 members 
Mstep: Class 8 contains 8380 members 
Mstep: Class 9 contains 75746 members 
Mstep: Class 10 contains 64468 members 
Mstep: Class 11 contains 6347 members 
Mstep: Class 12 contains 60309 members 
Mstep: Class 13 contains 5813 members 
Mstep: Class 14 contains 21258 members 
Mstep: Class 15 contains 17024 members 
Mstep: Class 16 contains 14077 members 
Mstep: Class 17 contains 37902 members 
Mstep: Class 18 contains 3086 members 
Mstep: Class 19 contains 5641 members 
Mstep: Class 20 contains 2592 members 
Mstep: Class 21 contains 9844 members 
Mstep: Class 22 contains 9994 members 
Mstep: Class 23 contains 28746 members 
Mstep: Class 24 contains 532829 members 
Mstep: Class 25 contains 61111 members 
Mstep: Class 26 contains 6854 members 
Mstep: Class 27 contains 3458 members 
Mstep: Class 28 contains 69660 members 
Mstep: Class 29 contains 5901 members 
Mstep: Class 30 contains 16030 members 
Mstep: Class 31 contains 3318 members 
Mstep: Class 32 contains 22344 members 
Mstep: Class 33 contains 2734 members 
Mstep: Class 34 contains 9243 members 
Entering Unmasked Estep 
Score: -111983048.000000 Penalty: 119701.210938
Splitting cluster 20 changes total score from -111983800.000000 to -111983048.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (9844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Entering Unmasked Estep 
Score: -802763.562500 Penalty: 2280.265137
	Iteration 0F: 2 clusters Score -802763.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -795281.562500 Penalty: 4560.530273
	Iteration 0F: 3 clusters Score -795281.6 nChanged 4081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -797401.625000 Penalty: 4560.530273
	Iteration 1F: 3 clusters Score -797401.6 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -797647.625000 Penalty: 4560.530273
	Iteration 2F: 3 clusters Score -797647.6 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -797834.625000 Penalty: 4560.530273
	Iteration 3Q: 3 clusters Score -797834.6 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -797985.062500 Penalty: 4560.530273
	Iteration 4Q: 3 clusters Score -797985.1 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -798088.250000 Penalty: 4560.530273
	Iteration 5Q: 3 clusters Score -798088.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -798171.062500 Penalty: 4560.530273
	Iteration 6Q: 3 clusters Score -798171.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -798245.125000 Penalty: 4560.530273
	Iteration 7Q: 3 clusters Score -798245.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -798301.125000 Penalty: 4560.530273
	Iteration 8Q: 3 clusters Score -798301.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -798360.562500 Penalty: 4560.530273
	Iteration 9Q: 3 clusters Score -798360.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -798411.187500 Penalty: 4560.530273
	Iteration 10Q: 3 clusters Score -798411.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -798462.125000 Penalty: 4560.530273
	Iteration 11Q: 3 clusters Score -798462.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -798516.750000 Penalty: 4560.530273
	Iteration 12Q: 3 clusters Score -798516.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -798566.250000 Penalty: 4560.530273
	Iteration 13Q: 3 clusters Score -798566.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -798625.062500 Penalty: 4560.530273
	Iteration 14Q: 3 clusters Score -798625.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -798680.562500 Penalty: 4560.530273
	Iteration 15Q: 3 clusters Score -798680.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -798739.625000 Penalty: 4560.530273
	Iteration 16Q: 3 clusters Score -798739.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -798813.187500 Penalty: 4560.530273
	Iteration 17Q: 3 clusters Score -798813.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -798910.750000 Penalty: 4560.530273
	Iteration 18Q: 3 clusters Score -798910.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -799026.562500 Penalty: 4560.530273
	Iteration 19Q: 3 clusters Score -799026.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -799163.812500 Penalty: 4560.530273
	Iteration 20F: 3 clusters Score -799163.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -799314.000000 Penalty: 4560.530273
	Iteration 21Q: 3 clusters Score -799314 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -799512.187500 Penalty: 4560.530273
	Iteration 22Q: 3 clusters Score -799512.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -799701.562500 Penalty: 4560.530273
	Iteration 23Q: 3 clusters Score -799701.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -799898.000000 Penalty: 4560.530273
	Iteration 24Q: 3 clusters Score -799898 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -800108.687500 Penalty: 4560.530273
	Iteration 25Q: 3 clusters Score -800108.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -800300.562500 Penalty: 4560.530273
	Iteration 26Q: 3 clusters Score -800300.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -800436.687500 Penalty: 4560.530273
	Iteration 27Q: 3 clusters Score -800436.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -800538.875000 Penalty: 4560.530273
	Iteration 28Q: 3 clusters Score -800538.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -800625.125000 Penalty: 4560.530273
	Iteration 29Q: 3 clusters Score -800625.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -800688.937500 Penalty: 4560.530273
	Iteration 30Q: 3 clusters Score -800688.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -800726.625000 Penalty: 4560.530273
	Iteration 31Q: 3 clusters Score -800726.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -800755.000000 Penalty: 4560.530273
	Iteration 32Q: 3 clusters Score -800755 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -800779.187500 Penalty: 4560.530273
	Iteration 33Q: 3 clusters Score -800779.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -800803.062500 Penalty: 4560.530273
	Iteration 34Q: 3 clusters Score -800803.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -800813.500000 Penalty: 4560.530273
	Iteration 35Q: 3 clusters Score -800813.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -800821.937500 Penalty: 4560.530273
	Iteration 36Q: 3 clusters Score -800821.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -800830.187500 Penalty: 4560.530273
	Iteration 37Q: 3 clusters Score -800830.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -800843.187500 Penalty: 4560.530273
	Iteration 38Q: 3 clusters Score -800843.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -800853.687500 Penalty: 4560.530273
	Iteration 39Q: 3 clusters Score -800853.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -800857.562500 Penalty: 4560.530273
	Iteration 40F: 3 clusters Score -800857.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -800863.250000 Penalty: 4560.530273
	Iteration 41Q: 3 clusters Score -800863.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -800869.750000 Penalty: 4560.530273
	Iteration 42Q: 3 clusters Score -800869.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -800870.000000 Penalty: 4560.530273
	Iteration 43Q: 3 clusters Score -800870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -800872.937500 Penalty: 4560.530273
	Iteration 44Q: 3 clusters Score -800872.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -800875.875000 Penalty: 4560.530273
	Iteration 45Q: 3 clusters Score -800875.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -800881.562500 Penalty: 4560.530273
	Iteration 46Q: 3 clusters Score -800881.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -800885.937500 Penalty: 4560.530273
	Iteration 47Q: 3 clusters Score -800885.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -800889.500000 Penalty: 4560.530273
	Iteration 48Q: 3 clusters Score -800889.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -800893.500000 Penalty: 4560.530273
	Iteration 49Q: 3 clusters Score -800893.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -800895.875000 Penalty: 4560.530273
	Iteration 50Q: 3 clusters Score -800895.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -800895.625000 Penalty: 4560.530273
	Iteration 51Q: 3 clusters Score -800895.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -800896.937500 Penalty: 4560.530273
	Iteration 52Q: 3 clusters Score -800896.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -800899.125000 Penalty: 4560.530273
	Iteration 53Q: 3 clusters Score -800899.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -800900.687500 Penalty: 4560.530273
	Iteration 54Q: 3 clusters Score -800900.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -800900.937500 Penalty: 4560.530273
	Iteration 55Q: 3 clusters Score -800900.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -800900.937500 Penalty: 4560.530273
	Iteration 56F: 3 clusters Score -800900.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (9994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Entering Unmasked Estep 
Score: -752521.062500 Penalty: 2284.015625
	Iteration 0F: 2 clusters Score -752521.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -744840.125000 Penalty: 4568.031250
	Iteration 0F: 3 clusters Score -744840.1 nChanged 4149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -747039.625000 Penalty: 4568.031250
	Iteration 1F: 3 clusters Score -747039.6 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -747371.375000 Penalty: 4568.031250
	Iteration 2F: 3 clusters Score -747371.4 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -747653.250000 Penalty: 4568.031250
	Iteration 3F: 3 clusters Score -747653.2 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -747948.687500 Penalty: 4568.031250
	Iteration 4F: 3 clusters Score -747948.7 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -748256.562500 Penalty: 4568.031250
	Iteration 5F: 3 clusters Score -748256.6 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -748626.250000 Penalty: 4568.031250
	Iteration 6F: 3 clusters Score -748626.2 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -749022.062500 Penalty: 4568.031250
	Iteration 7F: 3 clusters Score -749022.1 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -749437.687500 Penalty: 4568.031250
	Iteration 8F: 3 clusters Score -749437.7 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -749800.562500 Penalty: 4568.031250
	Iteration 9F: 3 clusters Score -749800.6 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -750072.937500 Penalty: 4568.031250
	Iteration 10Q: 3 clusters Score -750072.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -750286.625000 Penalty: 4568.031250
	Iteration 11Q: 3 clusters Score -750286.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -750430.500000 Penalty: 4568.031250
	Iteration 12Q: 3 clusters Score -750430.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -750569.875000 Penalty: 4568.031250
	Iteration 13Q: 3 clusters Score -750569.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -750674.500000 Penalty: 4568.031250
	Iteration 14Q: 3 clusters Score -750674.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -750779.187500 Penalty: 4568.031250
	Iteration 15Q: 3 clusters Score -750779.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -750862.750000 Penalty: 4568.031250
	Iteration 16Q: 3 clusters Score -750862.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -750945.375000 Penalty: 4568.031250
	Iteration 17Q: 3 clusters Score -750945.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -750998.562500 Penalty: 4568.031250
	Iteration 18Q: 3 clusters Score -750998.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -751054.062500 Penalty: 4568.031250
	Iteration 19Q: 3 clusters Score -751054.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -751096.875000 Penalty: 4568.031250
	Iteration 20F: 3 clusters Score -751096.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -751137.875000 Penalty: 4568.031250
	Iteration 21Q: 3 clusters Score -751137.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -751182.937500 Penalty: 4568.031250
	Iteration 22Q: 3 clusters Score -751182.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -751210.625000 Penalty: 4568.031250
	Iteration 23Q: 3 clusters Score -751210.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -751229.750000 Penalty: 4568.031250
	Iteration 24Q: 3 clusters Score -751229.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -751249.437500 Penalty: 4568.031250
	Iteration 25Q: 3 clusters Score -751249.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -751264.375000 Penalty: 4568.031250
	Iteration 26Q: 3 clusters Score -751264.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -751277.937500 Penalty: 4568.031250
	Iteration 27Q: 3 clusters Score -751277.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -751285.687500 Penalty: 4568.031250
	Iteration 28Q: 3 clusters Score -751285.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -751295.437500 Penalty: 4568.031250
	Iteration 29Q: 3 clusters Score -751295.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -751308.062500 Penalty: 4568.031250
	Iteration 30Q: 3 clusters Score -751308.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -751317.562500 Penalty: 4568.031250
	Iteration 31Q: 3 clusters Score -751317.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -751328.687500 Penalty: 4568.031250
	Iteration 32Q: 3 clusters Score -751328.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -751338.187500 Penalty: 4568.031250
	Iteration 33Q: 3 clusters Score -751338.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -751349.062500 Penalty: 4568.031250
	Iteration 34Q: 3 clusters Score -751349.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -751362.750000 Penalty: 4568.031250
	Iteration 35Q: 3 clusters Score -751362.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -751380.187500 Penalty: 4568.031250
	Iteration 36Q: 3 clusters Score -751380.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -751397.937500 Penalty: 4568.031250
	Iteration 37Q: 3 clusters Score -751397.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -751409.250000 Penalty: 4568.031250
	Iteration 38Q: 3 clusters Score -751409.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -751417.562500 Penalty: 4568.031250
	Iteration 39Q: 3 clusters Score -751417.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -751429.312500 Penalty: 4568.031250
	Iteration 40F: 3 clusters Score -751429.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -751442.875000 Penalty: 4568.031250
	Iteration 41Q: 3 clusters Score -751442.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -751457.250000 Penalty: 4568.031250
	Iteration 42Q: 3 clusters Score -751457.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -751466.562500 Penalty: 4568.031250
	Iteration 43Q: 3 clusters Score -751466.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -751476.312500 Penalty: 4568.031250
	Iteration 44Q: 3 clusters Score -751476.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -751485.750000 Penalty: 4568.031250
	Iteration 45Q: 3 clusters Score -751485.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -751490.937500 Penalty: 4568.031250
	Iteration 46Q: 3 clusters Score -751490.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -751494.500000 Penalty: 4568.031250
	Iteration 47Q: 3 clusters Score -751494.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -751496.187500 Penalty: 4568.031250
	Iteration 48Q: 3 clusters Score -751496.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -751499.750000 Penalty: 4568.031250
	Iteration 49Q: 3 clusters Score -751499.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -751499.687500 Penalty: 4568.031250
	Iteration 50Q: 3 clusters Score -751499.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -751501.062500 Penalty: 4568.031250
	Iteration 51Q: 3 clusters Score -751501.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -751502.500000 Penalty: 4568.031250
	Iteration 52Q: 3 clusters Score -751502.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -751500.437500 Penalty: 4568.031250
	Iteration 53Q: 3 clusters Score -751500.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -751504.625000 Penalty: 4568.031250
	Iteration 54Q: 3 clusters Score -751504.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -751504.000000 Penalty: 4568.031250
	Iteration 55Q: 3 clusters Score -751504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -751504.000000 Penalty: 4568.031250
	Iteration 56F: 3 clusters Score -751504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (28746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28746 members 
Entering Unmasked Estep 
Score: -2214528.250000 Penalty: 2546.030762
	Iteration 0F: 2 clusters Score -2214528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 14478 members 
Entering Unmasked Estep 
Score: -2194887.750000 Penalty: 5092.061523
	Iteration 0F: 3 clusters Score -2194888 nChanged 12848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -2201837.250000 Penalty: 5092.061523
	Iteration 1F: 3 clusters Score -2201837 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 15825 members 
Entering Unmasked Estep 
Score: -2202436.000000 Penalty: 5092.061523
	Iteration 2F: 3 clusters Score -2202436 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 16573 members 
Entering Unmasked Estep 
Score: -2203097.000000 Penalty: 5092.061523
	Iteration 3F: 3 clusters Score -2203097 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 17498 members 
Entering Unmasked Estep 
Score: -2203823.750000 Penalty: 5092.061523
	Iteration 4F: 3 clusters Score -2203824 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 18662 members 
Entering Unmasked Estep 
Score: -2204791.000000 Penalty: 5092.061523
	Iteration 5F: 3 clusters Score -2204791 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 20018 members 
Entering Unmasked Estep 
Score: -2205987.500000 Penalty: 5092.061523
	Iteration 6F: 3 clusters Score -2205988 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 21446 members 
Entering Unmasked Estep 
Score: -2207300.250000 Penalty: 5092.061523
	Iteration 7F: 3 clusters Score -2207300 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 22803 members 
Entering Unmasked Estep 
Score: -2208641.000000 Penalty: 5092.061523
	Iteration 8F: 3 clusters Score -2208641 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 23868 members 
Entering Unmasked Estep 
Score: -2209721.750000 Penalty: 5092.061523
	Iteration 9Q: 3 clusters Score -2209722 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 24657 members 
Entering Unmasked Estep 
Score: -2210482.500000 Penalty: 5092.061523
	Iteration 10Q: 3 clusters Score -2210482 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 25222 members 
Entering Unmasked Estep 
Score: -2211026.000000 Penalty: 5092.061523
	Iteration 11Q: 3 clusters Score -2211026 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 25672 members 
Entering Unmasked Estep 
Score: -2211384.500000 Penalty: 5092.061523
	Iteration 12Q: 3 clusters Score -2211384 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 25960 members 
Entering Unmasked Estep 
Score: -2211563.250000 Penalty: 5092.061523
	Iteration 13Q: 3 clusters Score -2211563 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 26192 members 
Entering Unmasked Estep 
Score: -2211680.500000 Penalty: 5092.061523
	Iteration 14Q: 3 clusters Score -2211680 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 26372 members 
Entering Unmasked Estep 
Score: -2211765.500000 Penalty: 5092.061523
	Iteration 15Q: 3 clusters Score -2211766 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 26540 members 
Entering Unmasked Estep 
Score: -2211837.750000 Penalty: 5092.061523
	Iteration 16Q: 3 clusters Score -2211838 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 26667 members 
Entering Unmasked Estep 
Score: -2211889.250000 Penalty: 5092.061523
	Iteration 17Q: 3 clusters Score -2211889 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 26783 members 
Entering Unmasked Estep 
Score: -2211931.250000 Penalty: 5092.061523
	Iteration 18Q: 3 clusters Score -2211931 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 26891 members 
Entering Unmasked Estep 
Score: -2211972.750000 Penalty: 5092.061523
	Iteration 19Q: 3 clusters Score -2211973 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 26983 members 
Entering Unmasked Estep 
Score: -2212012.750000 Penalty: 5092.061523
	Iteration 20F: 3 clusters Score -2212013 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 27061 members 
Entering Unmasked Estep 
Score: -2212050.500000 Penalty: 5092.061523
	Iteration 21Q: 3 clusters Score -2212050 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 27138 members 
Entering Unmasked Estep 
Score: -2212076.000000 Penalty: 5092.061523
	Iteration 22Q: 3 clusters Score -2212076 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 27211 members 
Entering Unmasked Estep 
Score: -2212117.750000 Penalty: 5092.061523
	Iteration 23Q: 3 clusters Score -2212118 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 27280 members 
Entering Unmasked Estep 
Score: -2212141.000000 Penalty: 5092.061523
	Iteration 24Q: 3 clusters Score -2212141 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 27337 members 
Entering Unmasked Estep 
Score: -2212165.500000 Penalty: 5092.061523
	Iteration 25Q: 3 clusters Score -2212166 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 27390 members 
Entering Unmasked Estep 
Score: -2212193.000000 Penalty: 5092.061523
	Iteration 26Q: 3 clusters Score -2212193 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 27435 members 
Entering Unmasked Estep 
Score: -2212217.750000 Penalty: 5092.061523
	Iteration 27Q: 3 clusters Score -2212218 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 27477 members 
Entering Unmasked Estep 
Score: -2212236.750000 Penalty: 5092.061523
	Iteration 28Q: 3 clusters Score -2212237 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 27516 members 
Entering Unmasked Estep 
Score: -2212253.000000 Penalty: 5092.061523
	Iteration 29Q: 3 clusters Score -2212253 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 27545 members 
Entering Unmasked Estep 
Score: -2212263.750000 Penalty: 5092.061523
	Iteration 30Q: 3 clusters Score -2212264 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 27567 members 
Entering Unmasked Estep 
Score: -2212278.500000 Penalty: 5092.061523
	Iteration 31Q: 3 clusters Score -2212278 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 27591 members 
Entering Unmasked Estep 
Score: -2212281.500000 Penalty: 5092.061523
	Iteration 32Q: 3 clusters Score -2212282 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 27608 members 
Entering Unmasked Estep 
Score: -2212296.000000 Penalty: 5092.061523
	Iteration 33Q: 3 clusters Score -2212296 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 27627 members 
Entering Unmasked Estep 
Score: -2212302.000000 Penalty: 5092.061523
	Iteration 34Q: 3 clusters Score -2212302 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 27646 members 
Entering Unmasked Estep 
Score: -2212319.500000 Penalty: 5092.061523
	Iteration 35Q: 3 clusters Score -2212320 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 27667 members 
Entering Unmasked Estep 
Score: -2212325.000000 Penalty: 5092.061523
	Iteration 36Q: 3 clusters Score -2212325 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 27680 members 
Entering Unmasked Estep 
Score: -2212326.500000 Penalty: 5092.061523
	Iteration 37Q: 3 clusters Score -2212326 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 27694 members 
Entering Unmasked Estep 
Score: -2212329.500000 Penalty: 5092.061523
	Iteration 38Q: 3 clusters Score -2212330 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 27706 members 
Entering Unmasked Estep 
Score: -2212332.750000 Penalty: 5092.061523
	Iteration 39Q: 3 clusters Score -2212333 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 27721 members 
Entering Unmasked Estep 
Score: -2212337.500000 Penalty: 5092.061523
	Iteration 40F: 3 clusters Score -2212338 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 27738 members 
Entering Unmasked Estep 
Score: -2212343.500000 Penalty: 5092.061523
	Iteration 41Q: 3 clusters Score -2212344 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 27753 members 
Entering Unmasked Estep 
Score: -2212353.000000 Penalty: 5092.061523
	Iteration 42Q: 3 clusters Score -2212353 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 27764 members 
Entering Unmasked Estep 
Score: -2212354.750000 Penalty: 5092.061523
	Iteration 43Q: 3 clusters Score -2212355 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 27772 members 
Entering Unmasked Estep 
Score: -2212360.250000 Penalty: 5092.061523
	Iteration 44Q: 3 clusters Score -2212360 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 27784 members 
Entering Unmasked Estep 
Score: -2212366.500000 Penalty: 5092.061523
	Iteration 45Q: 3 clusters Score -2212366 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 27798 members 
Entering Unmasked Estep 
Score: -2212367.250000 Penalty: 5092.061523
	Iteration 46Q: 3 clusters Score -2212367 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 27808 members 
Entering Unmasked Estep 
Score: -2212373.000000 Penalty: 5092.061523
	Iteration 47Q: 3 clusters Score -2212373 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 27816 members 
Entering Unmasked Estep 
Score: -2212374.250000 Penalty: 5092.061523
	Iteration 48Q: 3 clusters Score -2212374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 27819 members 
Entering Unmasked Estep 
Score: -2212378.250000 Penalty: 5092.061523
	Iteration 49Q: 3 clusters Score -2212378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 27824 members 
Entering Unmasked Estep 
Score: -2212381.750000 Penalty: 5092.061523
	Iteration 50Q: 3 clusters Score -2212382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 27825 members 
Entering Unmasked Estep 
Score: -2212379.250000 Penalty: 5092.061523
	Iteration 51Q: 3 clusters Score -2212379 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 27826 members 
Entering Unmasked Estep 
Score: -2212380.750000 Penalty: 5092.061523
	Iteration 52Q: 3 clusters Score -2212381 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 27827 members 
Entering Unmasked Estep 
Score: -2212385.250000 Penalty: 5092.061523
	Iteration 53Q: 3 clusters Score -2212385 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 27828 members 
Entering Unmasked Estep 
Score: -2212386.500000 Penalty: 5092.061523
	Iteration 54Q: 3 clusters Score -2212386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 27829 members 
Entering Unmasked Estep 
Score: -2212383.250000 Penalty: 5092.061523
	Iteration 55Q: 3 clusters Score -2212383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 27832 members 
Entering Unmasked Estep 
Score: -2212383.750000 Penalty: 5092.061523
	Iteration 56Q: 3 clusters Score -2212384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 27832 members 
Entering Unmasked Estep 
Score: -2212383.750000 Penalty: 5092.061523
	Iteration 57F: 3 clusters Score -2212384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (532829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532829 members 
Entering Unmasked Estep 
Score: -41949780.000000 Penalty: 3270.117188
	Iteration 0F: 2 clusters Score -4.194978e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266733 members 
Mstep: Class 2 contains 266096 members 
Entering Unmasked Estep 
Score: -41589424.000000 Penalty: 6540.234375
	Iteration 0F: 3 clusters Score -4.158942e+07 nChanged 260203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274628 members 
Mstep: Class 2 contains 258201 members 
Entering Unmasked Estep 
Score: -41744424.000000 Penalty: 6540.234375
	Iteration 1F: 3 clusters Score -4.174442e+07 nChanged 12087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280655 members 
Mstep: Class 2 contains 252174 members 
Entering Unmasked Estep 
Score: -41746744.000000 Penalty: 6540.234375
	Iteration 2Q: 3 clusters Score -4.174674e+07 nChanged 14533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290296 members 
Mstep: Class 2 contains 242533 members 
Entering Unmasked Estep 
Score: -41750196.000000 Penalty: 6540.234375
	Iteration 3Q: 3 clusters Score -4.17502e+07 nChanged 19416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305756 members 
Mstep: Class 2 contains 227073 members 
Entering Unmasked Estep 
Score: -41756732.000000 Penalty: 6540.234375
	Iteration 4Q: 3 clusters Score -4.175673e+07 nChanged 27260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329660 members 
Mstep: Class 2 contains 203169 members 
Entering Unmasked Estep 
Score: -41770040.000000 Penalty: 6540.234375
	Iteration 5F: 3 clusters Score -4.177004e+07 nChanged 36973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364063 members 
Mstep: Class 2 contains 168766 members 
Entering Unmasked Estep 
Score: -41795196.000000 Penalty: 6540.234375
	Iteration 6F: 3 clusters Score -4.17952e+07 nChanged 46019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408344 members 
Mstep: Class 2 contains 124485 members 
Entering Unmasked Estep 
Score: -41835108.000000 Penalty: 6540.234375
	Iteration 7F: 3 clusters Score -4.183511e+07 nChanged 45199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452565 members 
Mstep: Class 2 contains 80264 members 
Entering Unmasked Estep 
Score: -41880388.000000 Penalty: 6540.234375
	Iteration 8F: 3 clusters Score -4.188039e+07 nChanged 31969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483800 members 
Mstep: Class 2 contains 49029 members 
Entering Unmasked Estep 
Score: -41912744.000000 Penalty: 6540.234375
	Iteration 9F: 3 clusters Score -4.191274e+07 nChanged 17332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500174 members 
Mstep: Class 2 contains 32655 members 
Entering Unmasked Estep 
Score: -41929328.000000 Penalty: 6540.234375
	Iteration 10Q: 3 clusters Score -4.192933e+07 nChanged 9440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508370 members 
Mstep: Class 2 contains 24459 members 
Entering Unmasked Estep 
Score: -41937612.000000 Penalty: 6540.234375
	Iteration 11Q: 3 clusters Score -4.193761e+07 nChanged 5671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512919 members 
Mstep: Class 2 contains 19910 members 
Entering Unmasked Estep 
Score: -41941824.000000 Penalty: 6540.234375
	Iteration 12Q: 3 clusters Score -4.194182e+07 nChanged 3709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515862 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -41944168.000000 Penalty: 6540.234375
	Iteration 13Q: 3 clusters Score -4.194417e+07 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517973 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
Score: -41945768.000000 Penalty: 6540.234375
	Iteration 14Q: 3 clusters Score -4.194577e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519543 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -41946928.000000 Penalty: 6540.234375
	Iteration 15Q: 3 clusters Score -4.194693e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520662 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -41947572.000000 Penalty: 6540.234375
	Iteration 16Q: 3 clusters Score -4.194757e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521475 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -41947960.000000 Penalty: 6540.234375
	Iteration 17Q: 3 clusters Score -4.194796e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522157 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -41948192.000000 Penalty: 6540.234375
	Iteration 18Q: 3 clusters Score -4.194819e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522667 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -41948448.000000 Penalty: 6540.234375
	Iteration 19Q: 3 clusters Score -4.194845e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523080 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -41948600.000000 Penalty: 6540.234375
	Iteration 20F: 3 clusters Score -4.19486e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523387 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -41948656.000000 Penalty: 6540.234375
	Iteration 21Q: 3 clusters Score -4.194866e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523612 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -41948696.000000 Penalty: 6540.234375
	Iteration 22Q: 3 clusters Score -4.19487e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523821 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -41948736.000000 Penalty: 6540.234375
	Iteration 23Q: 3 clusters Score -4.194874e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523979 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -41948764.000000 Penalty: 6540.234375
	Iteration 24Q: 3 clusters Score -4.194876e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524103 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -41948840.000000 Penalty: 6540.234375
	Iteration 25Q: 3 clusters Score -4.194884e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524204 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -41948852.000000 Penalty: 6540.234375
	Iteration 26Q: 3 clusters Score -4.194885e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524298 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -41948904.000000 Penalty: 6540.234375
	Iteration 27Q: 3 clusters Score -4.19489e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524380 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -41948940.000000 Penalty: 6540.234375
	Iteration 28Q: 3 clusters Score -4.194894e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524469 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -41949016.000000 Penalty: 6540.234375
	Iteration 29Q: 3 clusters Score -4.194902e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524535 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -41948964.000000 Penalty: 6540.234375
	Iteration 30Q: 3 clusters Score -4.194896e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524577 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -41948964.000000 Penalty: 6540.234375
	Iteration 31Q: 3 clusters Score -4.194896e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524609 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -41948996.000000 Penalty: 6540.234375
	Iteration 32Q: 3 clusters Score -4.1949e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524642 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -41948996.000000 Penalty: 6540.234375
	Iteration 33Q: 3 clusters Score -4.1949e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524671 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -41949004.000000 Penalty: 6540.234375
	Iteration 34Q: 3 clusters Score -4.1949e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524687 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -41948988.000000 Penalty: 6540.234375
	Iteration 35Q: 3 clusters Score -4.194899e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524701 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -41948980.000000 Penalty: 6540.234375
	Iteration 36Q: 3 clusters Score -4.194898e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524713 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -41948996.000000 Penalty: 6540.234375
	Iteration 37Q: 3 clusters Score -4.1949e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524727 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -41948980.000000 Penalty: 6540.234375
	Iteration 38Q: 3 clusters Score -4.194898e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524737 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -41948988.000000 Penalty: 6540.234375
	Iteration 39Q: 3 clusters Score -4.194899e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524750 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -41948996.000000 Penalty: 6540.234375
	Iteration 40F: 3 clusters Score -4.1949e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524758 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -41949004.000000 Penalty: 6540.234375
	Iteration 41Q: 3 clusters Score -4.1949e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524766 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -41949016.000000 Penalty: 6540.234375
	Iteration 42Q: 3 clusters Score -4.194902e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524774 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -41948996.000000 Penalty: 6540.234375
	Iteration 43Q: 3 clusters Score -4.1949e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524780 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -41949004.000000 Penalty: 6540.234375
	Iteration 44Q: 3 clusters Score -4.1949e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524785 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -41948984.000000 Penalty: 6540.234375
	Iteration 45Q: 3 clusters Score -4.194898e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524790 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -41948996.000000 Penalty: 6540.234375
	Iteration 46Q: 3 clusters Score -4.1949e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524791 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -41948976.000000 Penalty: 6540.234375
	Iteration 47Q: 3 clusters Score -4.194898e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524797 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -41949012.000000 Penalty: 6540.234375
	Iteration 48Q: 3 clusters Score -4.194901e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524801 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -41949008.000000 Penalty: 6540.234375
	Iteration 49Q: 3 clusters Score -4.194901e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524801 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -41949008.000000 Penalty: 6540.234375
	Iteration 50Q: 3 clusters Score -4.194901e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524803 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -41948996.000000 Penalty: 6540.234375
	Iteration 51Q: 3 clusters Score -4.1949e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524811 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -41949008.000000 Penalty: 6540.234375
	Iteration 52Q: 3 clusters Score -4.194901e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524816 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -41949008.000000 Penalty: 6540.234375
	Iteration 53Q: 3 clusters Score -4.194901e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524822 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -41949016.000000 Penalty: 6540.234375
	Iteration 54Q: 3 clusters Score -4.194902e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524828 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -41948976.000000 Penalty: 6540.234375
	Iteration 55Q: 3 clusters Score -4.194898e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524842 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -41949016.000000 Penalty: 6540.234375
	Iteration 56Q: 3 clusters Score -4.194902e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524851 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -41949012.000000 Penalty: 6540.234375
	Iteration 57Q: 3 clusters Score -4.194901e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524864 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -41948988.000000 Penalty: 6540.234375
	Iteration 58Q: 3 clusters Score -4.194899e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524872 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -41949004.000000 Penalty: 6540.234375
	Iteration 59Q: 3 clusters Score -4.1949e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524880 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -41949008.000000 Penalty: 6540.234375
	Iteration 60F: 3 clusters Score -4.194901e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524885 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -41949012.000000 Penalty: 6540.234375
	Iteration 61Q: 3 clusters Score -4.194901e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524885 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -41949012.000000 Penalty: 6540.234375
	Iteration 62Q: 3 clusters Score -4.194901e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524888 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -41949016.000000 Penalty: 6540.234375
	Iteration 63Q: 3 clusters Score -4.194902e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524891 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -41949032.000000 Penalty: 6540.234375
	Iteration 64Q: 3 clusters Score -4.194903e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524892 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -41949020.000000 Penalty: 6540.234375
	Iteration 65Q: 3 clusters Score -4.194902e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524894 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -41949024.000000 Penalty: 6540.234375
	Iteration 66Q: 3 clusters Score -4.194902e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524893 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -41949004.000000 Penalty: 6540.234375
	Iteration 67Q: 3 clusters Score -4.1949e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524894 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -41949008.000000 Penalty: 6540.234375
	Iteration 68Q: 3 clusters Score -4.194901e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524897 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -41949020.000000 Penalty: 6540.234375
	Iteration 69Q: 3 clusters Score -4.194902e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524901 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -41949020.000000 Penalty: 6540.234375
	Iteration 70Q: 3 clusters Score -4.194902e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524903 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -41949044.000000 Penalty: 6540.234375
	Iteration 71Q: 3 clusters Score -4.194904e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524908 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -41949040.000000 Penalty: 6540.234375
	Iteration 72Q: 3 clusters Score -4.194904e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524913 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -41949040.000000 Penalty: 6540.234375
	Iteration 73Q: 3 clusters Score -4.194904e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524916 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -41949020.000000 Penalty: 6540.234375
	Iteration 74Q: 3 clusters Score -4.194902e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524917 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -41949024.000000 Penalty: 6540.234375
	Iteration 75Q: 3 clusters Score -4.194902e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524918 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -41949024.000000 Penalty: 6540.234375
	Iteration 76Q: 3 clusters Score -4.194902e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524917 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -41949020.000000 Penalty: 6540.234375
	Iteration 77Q: 3 clusters Score -4.194902e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524919 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -41948992.000000 Penalty: 6540.234375
	Iteration 78Q: 3 clusters Score -4.194899e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524919 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -41948992.000000 Penalty: 6540.234375
	Iteration 79F: 3 clusters Score -4.194899e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (61111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61111 members 
Entering Unmasked Estep 
Score: -4783969.000000 Penalty: 2733.070801
	Iteration 0F: 2 clusters Score -4783969 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30484 members 
Mstep: Class 2 contains 30627 members 
Entering Unmasked Estep 
Score: -4742937.000000 Penalty: 5466.141602
	Iteration 0F: 3 clusters Score -4742937 nChanged 28431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29497 members 
Mstep: Class 2 contains 31614 members 
Entering Unmasked Estep 
Score: -4758704.000000 Penalty: 5466.141602
	Iteration 1F: 3 clusters Score -4758704 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28868 members 
Mstep: Class 2 contains 32243 members 
Entering Unmasked Estep 
Score: -4759386.000000 Penalty: 5466.141602
	Iteration 2Q: 3 clusters Score -4759386 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27900 members 
Mstep: Class 2 contains 33211 members 
Entering Unmasked Estep 
Score: -4760156.000000 Penalty: 5466.141602
	Iteration 3Q: 3 clusters Score -4760156 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26488 members 
Mstep: Class 2 contains 34623 members 
Entering Unmasked Estep 
Score: -4761012.000000 Penalty: 5466.141602
	Iteration 4Q: 3 clusters Score -4761012 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24522 members 
Mstep: Class 2 contains 36589 members 
Entering Unmasked Estep 
Score: -4762138.500000 Penalty: 5466.141602
	Iteration 5Q: 3 clusters Score -4762138 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21826 members 
Mstep: Class 2 contains 39285 members 
Entering Unmasked Estep 
Score: -4763734.000000 Penalty: 5466.141602
	Iteration 6F: 3 clusters Score -4763734 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18220 members 
Mstep: Class 2 contains 42891 members 
Entering Unmasked Estep 
Score: -4766136.000000 Penalty: 5466.141602
	Iteration 7F: 3 clusters Score -4766136 nChanged 4442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 47253 members 
Entering Unmasked Estep 
Score: -4769480.500000 Penalty: 5466.141602
	Iteration 8F: 3 clusters Score -4769480 nChanged 4776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 52005 members 
Entering Unmasked Estep 
Score: -4773716.000000 Penalty: 5466.141602
	Iteration 9F: 3 clusters Score -4773716 nChanged 4100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 56087 members 
Entering Unmasked Estep 
Score: -4777678.000000 Penalty: 5466.141602
	Iteration 10F: 3 clusters Score -4777678 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 58617 members 
Entering Unmasked Estep 
Score: -4779978.000000 Penalty: 5466.141602
	Iteration 11Q: 3 clusters Score -4779978 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 59774 members 
Entering Unmasked Estep 
Score: -4780983.500000 Penalty: 5466.141602
	Iteration 12Q: 3 clusters Score -4780984 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 60255 members 
Entering Unmasked Estep 
Score: -4781337.500000 Penalty: 5466.141602
	Iteration 13Q: 3 clusters Score -4781338 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 60479 members 
Entering Unmasked Estep 
Score: -4781544.000000 Penalty: 5466.141602
	Iteration 14Q: 3 clusters Score -4781544 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 60567 members 
Entering Unmasked Estep 
Score: -4781592.500000 Penalty: 5466.141602
	Iteration 15Q: 3 clusters Score -4781592 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 60614 members 
Entering Unmasked Estep 
Score: -4781652.000000 Penalty: 5466.141602
	Iteration 16Q: 3 clusters Score -4781652 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 60643 members 
Entering Unmasked Estep 
Score: -4781698.500000 Penalty: 5466.141602
	Iteration 17Q: 3 clusters Score -4781698 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 60656 members 
Entering Unmasked Estep 
Score: -4781722.500000 Penalty: 5466.141602
	Iteration 18Q: 3 clusters Score -4781722 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 60669 members 
Entering Unmasked Estep 
Score: -4781736.500000 Penalty: 5466.141602
	Iteration 19Q: 3 clusters Score -4781736 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 60679 members 
Entering Unmasked Estep 
Score: -4781753.500000 Penalty: 5466.141602
	Iteration 20F: 3 clusters Score -4781754 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 60685 members 
Entering Unmasked Estep 
Score: -4781762.000000 Penalty: 5466.141602
	Iteration 21Q: 3 clusters Score -4781762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 60689 members 
Entering Unmasked Estep 
Score: -4781760.500000 Penalty: 5466.141602
	Iteration 22Q: 3 clusters Score -4781760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 60691 members 
Entering Unmasked Estep 
Score: -4781762.000000 Penalty: 5466.141602
	Iteration 23Q: 3 clusters Score -4781762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 60694 members 
Entering Unmasked Estep 
Score: -4781764.500000 Penalty: 5466.141602
	Iteration 24Q: 3 clusters Score -4781764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 60695 members 
Entering Unmasked Estep 
Score: -4781763.000000 Penalty: 5466.141602
	Iteration 25Q: 3 clusters Score -4781763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 60696 members 
Entering Unmasked Estep 
Score: -4781766.500000 Penalty: 5466.141602
	Iteration 26Q: 3 clusters Score -4781766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 60697 members 
Entering Unmasked Estep 
Score: -4781767.500000 Penalty: 5466.141602
	Iteration 27Q: 3 clusters Score -4781768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 60697 members 
Entering Unmasked Estep 
Score: -4781767.500000 Penalty: 5466.141602
	Iteration 28F: 3 clusters Score -4781768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Entering Unmasked Estep 
Score: -519744.625000 Penalty: 2190.481689
	Iteration 0F: 2 clusters Score -519744.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -514083.500000 Penalty: 4380.963379
	Iteration 0F: 3 clusters Score -514083.5 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -515510.125000 Penalty: 4380.963379
	Iteration 1F: 3 clusters Score -515510.1 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -515748.718750 Penalty: 4380.963379
	Iteration 2F: 3 clusters Score -515748.7 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -515919.156250 Penalty: 4380.963379
	Iteration 3Q: 3 clusters Score -515919.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -516049.218750 Penalty: 4380.963379
	Iteration 4Q: 3 clusters Score -516049.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -516168.062500 Penalty: 4380.963379
	Iteration 5Q: 3 clusters Score -516168.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -516280.000000 Penalty: 4380.963379
	Iteration 6Q: 3 clusters Score -516280 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -516375.500000 Penalty: 4380.963379
	Iteration 7Q: 3 clusters Score -516375.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -516487.281250 Penalty: 4380.963379
	Iteration 8Q: 3 clusters Score -516487.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -516631.500000 Penalty: 4380.963379
	Iteration 9Q: 3 clusters Score -516631.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -516778.437500 Penalty: 4380.963379
	Iteration 10Q: 3 clusters Score -516778.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -516943.562500 Penalty: 4380.963379
	Iteration 11Q: 3 clusters Score -516943.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -517105.906250 Penalty: 4380.963379
	Iteration 12Q: 3 clusters Score -517105.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -517239.093750 Penalty: 4380.963379
	Iteration 13Q: 3 clusters Score -517239.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -517355.375000 Penalty: 4380.963379
	Iteration 14Q: 3 clusters Score -517355.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -517458.312500 Penalty: 4380.963379
	Iteration 15Q: 3 clusters Score -517458.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -517549.281250 Penalty: 4380.963379
	Iteration 16Q: 3 clusters Score -517549.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -517622.781250 Penalty: 4380.963379
	Iteration 17Q: 3 clusters Score -517622.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -517677.000000 Penalty: 4380.963379
	Iteration 18Q: 3 clusters Score -517677 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -517732.468750 Penalty: 4380.963379
	Iteration 19Q: 3 clusters Score -517732.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -517780.343750 Penalty: 4380.963379
	Iteration 20F: 3 clusters Score -517780.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -517812.406250 Penalty: 4380.963379
	Iteration 21Q: 3 clusters Score -517812.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -517832.500000 Penalty: 4380.963379
	Iteration 22Q: 3 clusters Score -517832.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -517849.968750 Penalty: 4380.963379
	Iteration 23Q: 3 clusters Score -517850 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -517859.625000 Penalty: 4380.963379
	Iteration 24Q: 3 clusters Score -517859.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -517867.343750 Penalty: 4380.963379
	Iteration 25Q: 3 clusters Score -517867.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -517871.843750 Penalty: 4380.963379
	Iteration 26Q: 3 clusters Score -517871.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -517877.218750 Penalty: 4380.963379
	Iteration 27Q: 3 clusters Score -517877.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -517882.437500 Penalty: 4380.963379
	Iteration 28Q: 3 clusters Score -517882.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -517884.687500 Penalty: 4380.963379
	Iteration 29Q: 3 clusters Score -517884.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -517889.937500 Penalty: 4380.963379
	Iteration 30Q: 3 clusters Score -517889.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -517892.781250 Penalty: 4380.963379
	Iteration 31Q: 3 clusters Score -517892.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -517893.187500 Penalty: 4380.963379
	Iteration 32Q: 3 clusters Score -517893.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -517894.062500 Penalty: 4380.963379
	Iteration 33Q: 3 clusters Score -517894.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -517897.812500 Penalty: 4380.963379
	Iteration 34Q: 3 clusters Score -517897.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -517901.687500 Penalty: 4380.963379
	Iteration 35Q: 3 clusters Score -517901.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -517903.000000 Penalty: 4380.963379
	Iteration 36Q: 3 clusters Score -517903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -517903.000000 Penalty: 4380.963379
	Iteration 37F: 3 clusters Score -517903 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Entering Unmasked Estep 
Score: -258761.781250 Penalty: 2020.814575
	Iteration 0F: 2 clusters Score -258761.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -255210.765625 Penalty: 4041.629150
	Iteration 0F: 3 clusters Score -255210.8 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -256004.390625 Penalty: 4041.629150
	Iteration 1F: 3 clusters Score -256004.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -256224.812500 Penalty: 4041.629150
	Iteration 2F: 3 clusters Score -256224.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -256365.062500 Penalty: 4041.629150
	Iteration 3F: 3 clusters Score -256365.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -256486.312500 Penalty: 4041.629150
	Iteration 4Q: 3 clusters Score -256486.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -256567.234375 Penalty: 4041.629150
	Iteration 5Q: 3 clusters Score -256567.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -256619.546875 Penalty: 4041.629150
	Iteration 6Q: 3 clusters Score -256619.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -256654.765625 Penalty: 4041.629150
	Iteration 7Q: 3 clusters Score -256654.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -256684.296875 Penalty: 4041.629150
	Iteration 8Q: 3 clusters Score -256684.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -256702.109375 Penalty: 4041.629150
	Iteration 9Q: 3 clusters Score -256702.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -256720.625000 Penalty: 4041.629150
	Iteration 10Q: 3 clusters Score -256720.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -256742.187500 Penalty: 4041.629150
	Iteration 11Q: 3 clusters Score -256742.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -256758.015625 Penalty: 4041.629150
	Iteration 12Q: 3 clusters Score -256758 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -256774.796875 Penalty: 4041.629150
	Iteration 13Q: 3 clusters Score -256774.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -256790.734375 Penalty: 4041.629150
	Iteration 14Q: 3 clusters Score -256790.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -256809.578125 Penalty: 4041.629150
	Iteration 15Q: 3 clusters Score -256809.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -256828.156250 Penalty: 4041.629150
	Iteration 16Q: 3 clusters Score -256828.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -256850.843750 Penalty: 4041.629150
	Iteration 17Q: 3 clusters Score -256850.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -256870.218750 Penalty: 4041.629150
	Iteration 18Q: 3 clusters Score -256870.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -256885.515625 Penalty: 4041.629150
	Iteration 19Q: 3 clusters Score -256885.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -256898.453125 Penalty: 4041.629150
	Iteration 20F: 3 clusters Score -256898.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -256916.281250 Penalty: 4041.629150
	Iteration 21Q: 3 clusters Score -256916.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -256936.203125 Penalty: 4041.629150
	Iteration 22Q: 3 clusters Score -256936.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -256945.812500 Penalty: 4041.629150
	Iteration 23Q: 3 clusters Score -256945.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -256953.843750 Penalty: 4041.629150
	Iteration 24Q: 3 clusters Score -256953.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -256961.984375 Penalty: 4041.629150
	Iteration 25Q: 3 clusters Score -256962 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -256969.687500 Penalty: 4041.629150
	Iteration 26Q: 3 clusters Score -256969.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -256975.203125 Penalty: 4041.629150
	Iteration 27Q: 3 clusters Score -256975.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -256979.390625 Penalty: 4041.629150
	Iteration 28Q: 3 clusters Score -256979.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -256984.000000 Penalty: 4041.629150
	Iteration 29Q: 3 clusters Score -256984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -256988.765625 Penalty: 4041.629150
	Iteration 30Q: 3 clusters Score -256988.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -256994.750000 Penalty: 4041.629150
	Iteration 31Q: 3 clusters Score -256994.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -257000.062500 Penalty: 4041.629150
	Iteration 32Q: 3 clusters Score -257000.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -257003.859375 Penalty: 4041.629150
	Iteration 33Q: 3 clusters Score -257003.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -257008.781250 Penalty: 4041.629150
	Iteration 34Q: 3 clusters Score -257008.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -257012.375000 Penalty: 4041.629150
	Iteration 35Q: 3 clusters Score -257012.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -257016.781250 Penalty: 4041.629150
	Iteration 36Q: 3 clusters Score -257016.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -257019.906250 Penalty: 4041.629150
	Iteration 37Q: 3 clusters Score -257019.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -257026.375000 Penalty: 4041.629150
	Iteration 38Q: 3 clusters Score -257026.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -257032.234375 Penalty: 4041.629150
	Iteration 39Q: 3 clusters Score -257032.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -257034.843750 Penalty: 4041.629150
	Iteration 40F: 3 clusters Score -257034.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -257036.625000 Penalty: 4041.629150
	Iteration 41Q: 3 clusters Score -257036.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -257038.515625 Penalty: 4041.629150
	Iteration 42Q: 3 clusters Score -257038.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -257040.687500 Penalty: 4041.629150
	Iteration 43Q: 3 clusters Score -257040.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -257042.781250 Penalty: 4041.629150
	Iteration 44Q: 3 clusters Score -257042.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -257044.296875 Penalty: 4041.629150
	Iteration 45Q: 3 clusters Score -257044.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -257044.734375 Penalty: 4041.629150
	Iteration 46Q: 3 clusters Score -257044.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -257045.718750 Penalty: 4041.629150
	Iteration 47Q: 3 clusters Score -257045.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -257046.187500 Penalty: 4041.629150
	Iteration 48Q: 3 clusters Score -257046.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -257047.296875 Penalty: 4041.629150
	Iteration 49Q: 3 clusters Score -257047.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -257047.984375 Penalty: 4041.629150
	Iteration 50Q: 3 clusters Score -257048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -257047.984375 Penalty: 4041.629150
	Iteration 51F: 3 clusters Score -257048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (69660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69660 members 
Entering Unmasked Estep 
Score: -5652102.000000 Penalty: 2765.542725
	Iteration 0F: 2 clusters Score -5652102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34841 members 
Mstep: Class 2 contains 34819 members 
Entering Unmasked Estep 
Score: -5605266.500000 Penalty: 5531.085449
	Iteration 0F: 3 clusters Score -5605266 nChanged 32657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34874 members 
Mstep: Class 2 contains 34786 members 
Entering Unmasked Estep 
Score: -5623580.500000 Penalty: 5531.085449
	Iteration 1F: 3 clusters Score -5623580 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34957 members 
Mstep: Class 2 contains 34703 members 
Entering Unmasked Estep 
Score: -5624310.500000 Penalty: 5531.085449
	Iteration 2Q: 3 clusters Score -5624310 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34960 members 
Mstep: Class 2 contains 34700 members 
Entering Unmasked Estep 
Score: -5625091.000000 Penalty: 5531.085449
	Iteration 3Q: 3 clusters Score -5625091 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34942 members 
Mstep: Class 2 contains 34718 members 
Entering Unmasked Estep 
Score: -5626073.500000 Penalty: 5531.085449
	Iteration 4Q: 3 clusters Score -5626074 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34774 members 
Mstep: Class 2 contains 34886 members 
Entering Unmasked Estep 
Score: -5627463.500000 Penalty: 5531.085449
	Iteration 5Q: 3 clusters Score -5627464 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34330 members 
Mstep: Class 2 contains 35330 members 
Entering Unmasked Estep 
Score: -5629290.500000 Penalty: 5531.085449
	Iteration 6Q: 3 clusters Score -5629290 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33700 members 
Mstep: Class 2 contains 35960 members 
Entering Unmasked Estep 
Score: -5632009.500000 Penalty: 5531.085449
	Iteration 7F: 3 clusters Score -5632010 nChanged 4478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32992 members 
Mstep: Class 2 contains 36668 members 
Entering Unmasked Estep 
Score: -5635264.500000 Penalty: 5531.085449
	Iteration 8F: 3 clusters Score -5635264 nChanged 4524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32458 members 
Mstep: Class 2 contains 37202 members 
Entering Unmasked Estep 
Score: -5638591.500000 Penalty: 5531.085449
	Iteration 9F: 3 clusters Score -5638592 nChanged 4104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32290 members 
Mstep: Class 2 contains 37370 members 
Entering Unmasked Estep 
Score: -5640966.000000 Penalty: 5531.085449
	Iteration 10F: 3 clusters Score -5640966 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32438 members 
Mstep: Class 2 contains 37222 members 
Entering Unmasked Estep 
Score: -5642105.500000 Penalty: 5531.085449
	Iteration 11Q: 3 clusters Score -5642106 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32740 members 
Mstep: Class 2 contains 36920 members 
Entering Unmasked Estep 
Score: -5642528.500000 Penalty: 5531.085449
	Iteration 12Q: 3 clusters Score -5642528 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33066 members 
Mstep: Class 2 contains 36594 members 
Entering Unmasked Estep 
Score: -5642824.500000 Penalty: 5531.085449
	Iteration 13Q: 3 clusters Score -5642824 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33391 members 
Mstep: Class 2 contains 36269 members 
Entering Unmasked Estep 
Score: -5642990.500000 Penalty: 5531.085449
	Iteration 14Q: 3 clusters Score -5642990 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33769 members 
Mstep: Class 2 contains 35891 members 
Entering Unmasked Estep 
Score: -5643193.500000 Penalty: 5531.085449
	Iteration 15Q: 3 clusters Score -5643194 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34207 members 
Mstep: Class 2 contains 35453 members 
Entering Unmasked Estep 
Score: -5643429.000000 Penalty: 5531.085449
	Iteration 16Q: 3 clusters Score -5643429 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34699 members 
Mstep: Class 2 contains 34961 members 
Entering Unmasked Estep 
Score: -5643672.000000 Penalty: 5531.085449
	Iteration 17Q: 3 clusters Score -5643672 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35274 members 
Mstep: Class 2 contains 34386 members 
Entering Unmasked Estep 
Score: -5643933.000000 Penalty: 5531.085449
	Iteration 18Q: 3 clusters Score -5643933 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35907 members 
Mstep: Class 2 contains 33753 members 
Entering Unmasked Estep 
Score: -5644211.000000 Penalty: 5531.085449
	Iteration 19Q: 3 clusters Score -5644211 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36557 members 
Mstep: Class 2 contains 33103 members 
Entering Unmasked Estep 
Score: -5644464.000000 Penalty: 5531.085449
	Iteration 20F: 3 clusters Score -5644464 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37200 members 
Mstep: Class 2 contains 32460 members 
Entering Unmasked Estep 
Score: -5644711.500000 Penalty: 5531.085449
	Iteration 21Q: 3 clusters Score -5644712 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37916 members 
Mstep: Class 2 contains 31744 members 
Entering Unmasked Estep 
Score: -5644968.000000 Penalty: 5531.085449
	Iteration 22Q: 3 clusters Score -5644968 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38589 members 
Mstep: Class 2 contains 31071 members 
Entering Unmasked Estep 
Score: -5645179.500000 Penalty: 5531.085449
	Iteration 23Q: 3 clusters Score -5645180 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39245 members 
Mstep: Class 2 contains 30415 members 
Entering Unmasked Estep 
Score: -5645414.000000 Penalty: 5531.085449
	Iteration 24Q: 3 clusters Score -5645414 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39924 members 
Mstep: Class 2 contains 29736 members 
Entering Unmasked Estep 
Score: -5645613.500000 Penalty: 5531.085449
	Iteration 25Q: 3 clusters Score -5645614 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40591 members 
Mstep: Class 2 contains 29069 members 
Entering Unmasked Estep 
Score: -5645752.500000 Penalty: 5531.085449
	Iteration 26Q: 3 clusters Score -5645752 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41226 members 
Mstep: Class 2 contains 28434 members 
Entering Unmasked Estep 
Score: -5645908.500000 Penalty: 5531.085449
	Iteration 27Q: 3 clusters Score -5645908 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41855 members 
Mstep: Class 2 contains 27805 members 
Entering Unmasked Estep 
Score: -5646013.500000 Penalty: 5531.085449
	Iteration 28Q: 3 clusters Score -5646014 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42463 members 
Mstep: Class 2 contains 27197 members 
Entering Unmasked Estep 
Score: -5646171.000000 Penalty: 5531.085449
	Iteration 29Q: 3 clusters Score -5646171 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43052 members 
Mstep: Class 2 contains 26608 members 
Entering Unmasked Estep 
Score: -5646249.000000 Penalty: 5531.085449
	Iteration 30Q: 3 clusters Score -5646249 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43624 members 
Mstep: Class 2 contains 26036 members 
Entering Unmasked Estep 
Score: -5646378.500000 Penalty: 5531.085449
	Iteration 31Q: 3 clusters Score -5646378 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44202 members 
Mstep: Class 2 contains 25458 members 
Entering Unmasked Estep 
Score: -5646515.500000 Penalty: 5531.085449
	Iteration 32Q: 3 clusters Score -5646516 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44744 members 
Mstep: Class 2 contains 24916 members 
Entering Unmasked Estep 
Score: -5646582.000000 Penalty: 5531.085449
	Iteration 33Q: 3 clusters Score -5646582 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45317 members 
Mstep: Class 2 contains 24343 members 
Entering Unmasked Estep 
Score: -5646684.500000 Penalty: 5531.085449
	Iteration 34Q: 3 clusters Score -5646684 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45858 members 
Mstep: Class 2 contains 23802 members 
Entering Unmasked Estep 
Score: -5646728.500000 Penalty: 5531.085449
	Iteration 35Q: 3 clusters Score -5646728 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46391 members 
Mstep: Class 2 contains 23269 members 
Entering Unmasked Estep 
Score: -5646827.500000 Penalty: 5531.085449
	Iteration 36Q: 3 clusters Score -5646828 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46889 members 
Mstep: Class 2 contains 22771 members 
Entering Unmasked Estep 
Score: -5646924.000000 Penalty: 5531.085449
	Iteration 37Q: 3 clusters Score -5646924 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47374 members 
Mstep: Class 2 contains 22286 members 
Entering Unmasked Estep 
Score: -5646991.000000 Penalty: 5531.085449
	Iteration 38Q: 3 clusters Score -5646991 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47882 members 
Mstep: Class 2 contains 21778 members 
Entering Unmasked Estep 
Score: -5647071.500000 Penalty: 5531.085449
	Iteration 39Q: 3 clusters Score -5647072 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48391 members 
Mstep: Class 2 contains 21269 members 
Entering Unmasked Estep 
Score: -5647159.500000 Penalty: 5531.085449
	Iteration 40F: 3 clusters Score -5647160 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48922 members 
Mstep: Class 2 contains 20738 members 
Entering Unmasked Estep 
Score: -5647246.500000 Penalty: 5531.085449
	Iteration 41Q: 3 clusters Score -5647246 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49410 members 
Mstep: Class 2 contains 20250 members 
Entering Unmasked Estep 
Score: -5647340.000000 Penalty: 5531.085449
	Iteration 42Q: 3 clusters Score -5647340 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49902 members 
Mstep: Class 2 contains 19758 members 
Entering Unmasked Estep 
Score: -5647430.000000 Penalty: 5531.085449
	Iteration 43Q: 3 clusters Score -5647430 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50390 members 
Mstep: Class 2 contains 19270 members 
Entering Unmasked Estep 
Score: -5647487.500000 Penalty: 5531.085449
	Iteration 44Q: 3 clusters Score -5647488 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50841 members 
Mstep: Class 2 contains 18819 members 
Entering Unmasked Estep 
Score: -5647521.000000 Penalty: 5531.085449
	Iteration 45Q: 3 clusters Score -5647521 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51314 members 
Mstep: Class 2 contains 18346 members 
Entering Unmasked Estep 
Score: -5647616.500000 Penalty: 5531.085449
	Iteration 46Q: 3 clusters Score -5647616 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51802 members 
Mstep: Class 2 contains 17858 members 
Entering Unmasked Estep 
Score: -5647708.000000 Penalty: 5531.085449
	Iteration 47Q: 3 clusters Score -5647708 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52264 members 
Mstep: Class 2 contains 17396 members 
Entering Unmasked Estep 
Score: -5647791.500000 Penalty: 5531.085449
	Iteration 48Q: 3 clusters Score -5647792 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52719 members 
Mstep: Class 2 contains 16941 members 
Entering Unmasked Estep 
Score: -5647844.000000 Penalty: 5531.085449
	Iteration 49Q: 3 clusters Score -5647844 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53152 members 
Mstep: Class 2 contains 16508 members 
Entering Unmasked Estep 
Score: -5647888.500000 Penalty: 5531.085449
	Iteration 50Q: 3 clusters Score -5647888 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53576 members 
Mstep: Class 2 contains 16084 members 
Entering Unmasked Estep 
Score: -5647982.000000 Penalty: 5531.085449
	Iteration 51Q: 3 clusters Score -5647982 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53997 members 
Mstep: Class 2 contains 15663 members 
Entering Unmasked Estep 
Score: -5648073.500000 Penalty: 5531.085449
	Iteration 52Q: 3 clusters Score -5648074 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54387 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -5648128.000000 Penalty: 5531.085449
	Iteration 53Q: 3 clusters Score -5648128 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54783 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -5648142.500000 Penalty: 5531.085449
	Iteration 54Q: 3 clusters Score -5648142 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55148 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -5648209.000000 Penalty: 5531.085449
	Iteration 55Q: 3 clusters Score -5648209 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55521 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -5648256.500000 Penalty: 5531.085449
	Iteration 56Q: 3 clusters Score -5648256 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55895 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5648336 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56258 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -5648397.500000 Penalty: 5531.085449
	Iteration 58Q: 3 clusters Score -5648398 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56623 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -5648467.500000 Penalty: 5531.085449
	Iteration 59Q: 3 clusters Score -5648468 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56978 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -5648535.500000 Penalty: 5531.085449
	Iteration 60F: 3 clusters Score -5648536 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57335 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -5648610.500000 Penalty: 5531.085449
	Iteration 61Q: 3 clusters Score -5648610 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57691 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -5648677.000000 Penalty: 5531.085449
	Iteration 62Q: 3 clusters Score -5648677 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58044 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -5648728.000000 Penalty: 5531.085449
	Iteration 63Q: 3 clusters Score -5648728 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58401 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -5648781.000000 Penalty: 5531.085449
	Iteration 64Q: 3 clusters Score -5648781 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58745 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -5648849.500000 Penalty: 5531.085449
	Iteration 65Q: 3 clusters Score -5648850 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59091 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -5648887.500000 Penalty: 5531.085449
	Iteration 66Q: 3 clusters Score -5648888 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59392 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -5648962.000000 Penalty: 5531.085449
	Iteration 67Q: 3 clusters Score -5648962 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59667 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -5649001.000000 Penalty: 5531.085449
	Iteration 68Q: 3 clusters Score -5649001 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59912 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -5649030.500000 Penalty: 5531.085449
	Iteration 69Q: 3 clusters Score -5649030 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60150 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -5649055.500000 Penalty: 5531.085449
	Iteration 70Q: 3 clusters Score -5649056 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60393 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -5649112.000000 Penalty: 5531.085449
	Iteration 71Q: 3 clusters Score -5649112 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60640 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -5649159.500000 Penalty: 5531.085449
	Iteration 72Q: 3 clusters Score -5649160 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60901 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -5649214.500000 Penalty: 5531.085449
	Iteration 73Q: 3 clusters Score -5649214 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61161 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -5649267.500000 Penalty: 5531.085449
	Iteration 74Q: 3 clusters Score -5649268 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61422 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -5649305.000000 Penalty: 5531.085449
	Iteration 75Q: 3 clusters Score -5649305 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61688 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -5649376.000000 Penalty: 5531.085449
	Iteration 76Q: 3 clusters Score -5649376 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61967 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -5649428.500000 Penalty: 5531.085449
	Iteration 77Q: 3 clusters Score -5649428 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62195 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -5649450.500000 Penalty: 5531.085449
	Iteration 78Q: 3 clusters Score -5649450 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62400 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -5649478.000000 Penalty: 5531.085449
	Iteration 79Q: 3 clusters Score -5649478 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62579 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -5649504.500000 Penalty: 5531.085449
	Iteration 80F: 3 clusters Score -5649504 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62759 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -5649544.000000 Penalty: 5531.085449
	Iteration 81Q: 3 clusters Score -5649544 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62925 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -5649579.500000 Penalty: 5531.085449
	Iteration 82Q: 3 clusters Score -5649580 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63072 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -5649599.500000 Penalty: 5531.085449
	Iteration 83Q: 3 clusters Score -5649600 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63216 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -5649617.000000 Penalty: 5531.085449
	Iteration 84Q: 3 clusters Score -5649617 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63378 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -5649653.000000 Penalty: 5531.085449
	Iteration 85Q: 3 clusters Score -5649653 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63528 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -5649656.000000 Penalty: 5531.085449
	Iteration 86Q: 3 clusters Score -5649656 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63643 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -5649667.500000 Penalty: 5531.085449
	Iteration 87Q: 3 clusters Score -5649668 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63743 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -5649657.500000 Penalty: 5531.085449
	Iteration 88Q: 3 clusters Score -5649658 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63834 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -5649675.000000 Penalty: 5531.085449
	Iteration 89Q: 3 clusters Score -5649675 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63938 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -5649694.500000 Penalty: 5531.085449
	Iteration 90Q: 3 clusters Score -5649694 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64037 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -5649709.000000 Penalty: 5531.085449
	Iteration 91Q: 3 clusters Score -5649709 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64133 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -5649714.000000 Penalty: 5531.085449
	Iteration 92Q: 3 clusters Score -5649714 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64230 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5649736 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 64330 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5649748 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64417 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -5649752.500000 Penalty: 5531.085449
	Iteration 95Q: 3 clusters Score -5649752 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64507 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -5649762.500000 Penalty: 5531.085449
	Iteration 96Q: 3 clusters Score -5649762 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64594 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -5649781.000000 Penalty: 5531.085449
	Iteration 97Q: 3 clusters Score -5649781 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64669 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -5649799.000000 Penalty: 5531.085449
	Iteration 98Q: 3 clusters Score -5649799 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64739 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -5649807.000000 Penalty: 5531.085449
	Iteration 99Q: 3 clusters Score -5649807 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64801 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -5649819.500000 Penalty: 5531.085449
	Iteration 100F: 3 clusters Score -5649820 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64865 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -5649834.500000 Penalty: 5531.085449
	Iteration 101Q: 3 clusters Score -5649834 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64916 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -5649847.500000 Penalty: 5531.085449
	Iteration 102Q: 3 clusters Score -5649848 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64959 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -5649850.500000 Penalty: 5531.085449
	Iteration 103Q: 3 clusters Score -5649850 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65007 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -5649848.500000 Penalty: 5531.085449
	Iteration 104Q: 3 clusters Score -5649848 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65052 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -5649856.500000 Penalty: 5531.085449
	Iteration 105Q: 3 clusters Score -5649856 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65085 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -5649858.000000 Penalty: 5531.085449
	Iteration 106Q: 3 clusters Score -5649858 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65110 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -5649854.000000 Penalty: 5531.085449
	Iteration 107Q: 3 clusters Score -5649854 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65131 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -5649859.500000 Penalty: 5531.085449
	Iteration 108Q: 3 clusters Score -5649860 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65152 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -5649865.000000 Penalty: 5531.085449
	Iteration 109Q: 3 clusters Score -5649865 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65178 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -5649868.500000 Penalty: 5531.085449
	Iteration 110Q: 3 clusters Score -5649868 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65216 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -5649871.000000 Penalty: 5531.085449
	Iteration 111Q: 3 clusters Score -5649871 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65258 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -5649885.500000 Penalty: 5531.085449
	Iteration 112Q: 3 clusters Score -5649886 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65299 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -5649870.500000 Penalty: 5531.085449
	Iteration 113Q: 3 clusters Score -5649870 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65328 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -5649891.500000 Penalty: 5531.085449
	Iteration 114Q: 3 clusters Score -5649892 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65349 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -5649893.500000 Penalty: 5531.085449
	Iteration 115Q: 3 clusters Score -5649894 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65383 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -5649904.500000 Penalty: 5531.085449
	Iteration 116Q: 3 clusters Score -5649904 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65410 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -5649913.000000 Penalty: 5531.085449
	Iteration 117Q: 3 clusters Score -5649913 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65432 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -5649903.500000 Penalty: 5531.085449
	Iteration 118Q: 3 clusters Score -5649904 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65451 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -5649894.500000 Penalty: 5531.085449
	Iteration 119Q: 3 clusters Score -5649894 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65476 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -5649913.500000 Penalty: 5531.085449
	Iteration 120F: 3 clusters Score -5649914 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65493 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -5649913.000000 Penalty: 5531.085449
	Iteration 121Q: 3 clusters Score -5649913 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65499 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -5649914 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65503 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -5649915.000000 Penalty: 5531.085449
	Iteration 123Q: 3 clusters Score -5649915 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65507 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -5649904.000000 Penalty: 5531.085449
	Iteration 124Q: 3 clusters Score -5649904 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65519 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -5649921.500000 Penalty: 5531.085449
	Iteration 125Q: 3 clusters Score -5649922 nChanged 12
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Mstep: Class 1 contains 65529 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -5649923.000000 Penalty: 5531.085449
	Iteration 126Q: 3 clusters Score -5649923 nChanged 10
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Mstep: Class 1 contains 65539 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -5649921.000000 Penalty: 5531.085449
	Iteration 127Q: 3 clusters Score -5649921 nChanged 6
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Mstep: Class 1 contains 65545 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -5649911.000000 Penalty: 5531.085449
	Iteration 128Q: 3 clusters Score -5649911 nChanged 8
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Mstep: Class 1 contains 65553 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -5649907.000000 Penalty: 5531.085449
	Iteration 129Q: 3 clusters Score -5649907 nChanged 7
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Mstep: Class 1 contains 65560 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -5649909.000000 Penalty: 5531.085449
	Iteration 130Q: 3 clusters Score -5649909 nChanged 8
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Mstep: Class 1 contains 65568 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -5649921.000000 Penalty: 5531.085449
	Iteration 131Q: 3 clusters Score -5649921 nChanged 8
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Mstep: Class 1 contains 65576 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -5649914.500000 Penalty: 5531.085449
	Iteration 132Q: 3 clusters Score -5649914 nChanged 14
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Mstep: Class 1 contains 65588 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -5649907 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65599 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -5649910 nChanged 7
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Mstep: Class 1 contains 65606 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -5649912 nChanged 8
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Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -5649913 nChanged 5
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Mstep: Class 1 contains 65615 members 
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -5649910 nChanged 6
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Mstep: Class 1 contains 65619 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -5649910 nChanged 3
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Mstep: Class 1 contains 65622 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -5649914 nChanged 4
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Mstep: Class 1 contains 65624 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -5649906.000000 Penalty: 5531.085449
	Iteration 140F: 3 clusters Score -5649906 nChanged 3
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Mstep: Class 1 contains 65627 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -5649902 nChanged 7
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Mstep: Class 1 contains 65632 members 
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Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -5649898 nChanged 7
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Mstep: Class 1 contains 65637 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -5649905 nChanged 4
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Mstep: Class 1 contains 65639 members 
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Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -5649896 nChanged 3
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Mstep: Class 1 contains 65642 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -5649901.000000 Penalty: 5531.085449
	Iteration 145Q: 3 clusters Score -5649901 nChanged 5
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Mstep: Class 1 contains 65647 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -5649906 nChanged 5
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Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -5649906 nChanged 6
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Mstep: Class 1 contains 65658 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -5649900 nChanged 10
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Mstep: Class 1 contains 65668 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -5649901 nChanged 14
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Mstep: Class 1 contains 65682 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -5649912.000000 Penalty: 5531.085449
	Iteration 150Q: 3 clusters Score -5649912 nChanged 11
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Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -5649911.000000 Penalty: 5531.085449
	Iteration 151Q: 3 clusters Score -5649911 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65704 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -5649901.000000 Penalty: 5531.085449
	Iteration 152Q: 3 clusters Score -5649901 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65712 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -5649903.000000 Penalty: 5531.085449
	Iteration 153Q: 3 clusters Score -5649903 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65719 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -5649901.500000 Penalty: 5531.085449
	Iteration 154Q: 3 clusters Score -5649902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65728 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -5649908.500000 Penalty: 5531.085449
	Iteration 155Q: 3 clusters Score -5649908 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65736 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -5649920.000000 Penalty: 5531.085449
	Iteration 156Q: 3 clusters Score -5649920 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65746 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -5649912.000000 Penalty: 5531.085449
	Iteration 157Q: 3 clusters Score -5649912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65751 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -5649915.000000 Penalty: 5531.085449
	Iteration 158Q: 3 clusters Score -5649915 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65756 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -5649916.000000 Penalty: 5531.085449
	Iteration 159Q: 3 clusters Score -5649916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65761 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -5649924.500000 Penalty: 5531.085449
	Iteration 160F: 3 clusters Score -5649924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65766 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -5649926.500000 Penalty: 5531.085449
	Iteration 161Q: 3 clusters Score -5649926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65771 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -5649920.500000 Penalty: 5531.085449
	Iteration 162Q: 3 clusters Score -5649920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65776 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -5649925.000000 Penalty: 5531.085449
	Iteration 163Q: 3 clusters Score -5649925 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65780 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -5649927.000000 Penalty: 5531.085449
	Iteration 164Q: 3 clusters Score -5649927 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65784 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -5649923.500000 Penalty: 5531.085449
	Iteration 165Q: 3 clusters Score -5649924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65789 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -5649925.500000 Penalty: 5531.085449
	Iteration 166Q: 3 clusters Score -5649926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65793 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -5649932.000000 Penalty: 5531.085449
	Iteration 167Q: 3 clusters Score -5649932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65799 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -5649933.000000 Penalty: 5531.085449
	Iteration 168Q: 3 clusters Score -5649933 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65804 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -5649939.000000 Penalty: 5531.085449
	Iteration 169Q: 3 clusters Score -5649939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65807 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -5649934.500000 Penalty: 5531.085449
	Iteration 170Q: 3 clusters Score -5649934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65811 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -5649939.000000 Penalty: 5531.085449
	Iteration 171Q: 3 clusters Score -5649939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65813 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -5649939.000000 Penalty: 5531.085449
	Iteration 172Q: 3 clusters Score -5649939 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65817 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -5649937.500000 Penalty: 5531.085449
	Iteration 173Q: 3 clusters Score -5649938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65820 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -5649938.000000 Penalty: 5531.085449
	Iteration 174Q: 3 clusters Score -5649938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65821 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -5649937.000000 Penalty: 5531.085449
	Iteration 175Q: 3 clusters Score -5649937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65823 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -5649933.000000 Penalty: 5531.085449
	Iteration 176Q: 3 clusters Score -5649933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65826 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -5649931.500000 Penalty: 5531.085449
	Iteration 177Q: 3 clusters Score -5649932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65827 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -5649930.500000 Penalty: 5531.085449
	Iteration 178Q: 3 clusters Score -5649930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65829 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -5649929.000000 Penalty: 5531.085449
	Iteration 179Q: 3 clusters Score -5649929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65830 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -5649925.500000 Penalty: 5531.085449
	Iteration 180F: 3 clusters Score -5649926 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Entering Unmasked Estep 
Score: -441782.000000 Penalty: 2153.353516
	Iteration 0F: 2 clusters Score -441782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -436669.218750 Penalty: 4306.707031
	Iteration 0F: 3 clusters Score -436669.2 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -438000.937500 Penalty: 4306.707031
	Iteration 1F: 3 clusters Score -438000.9 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -438319.781250 Penalty: 4306.707031
	Iteration 2F: 3 clusters Score -438319.8 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -438595.656250 Penalty: 4306.707031
	Iteration 3F: 3 clusters Score -438595.7 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -438839.187500 Penalty: 4306.707031
	Iteration 4F: 3 clusters Score -438839.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -439067.468750 Penalty: 4306.707031
	Iteration 5Q: 3 clusters Score -439067.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -439317.156250 Penalty: 4306.707031
	Iteration 6Q: 3 clusters Score -439317.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -439560.656250 Penalty: 4306.707031
	Iteration 7Q: 3 clusters Score -439560.7 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -439834.000000 Penalty: 4306.707031
	Iteration 8Q: 3 clusters Score -439834 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -440079.843750 Penalty: 4306.707031
	Iteration 9Q: 3 clusters Score -440079.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -440260.937500 Penalty: 4306.707031
	Iteration 10Q: 3 clusters Score -440260.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -440413.500000 Penalty: 4306.707031
	Iteration 11Q: 3 clusters Score -440413.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -440521.937500 Penalty: 4306.707031
	Iteration 12Q: 3 clusters Score -440521.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -440617.625000 Penalty: 4306.707031
	Iteration 13Q: 3 clusters Score -440617.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -440688.312500 Penalty: 4306.707031
	Iteration 14Q: 3 clusters Score -440688.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -440727.875000 Penalty: 4306.707031
	Iteration 15Q: 3 clusters Score -440727.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -440755.437500 Penalty: 4306.707031
	Iteration 16Q: 3 clusters Score -440755.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -440773.718750 Penalty: 4306.707031
	Iteration 17Q: 3 clusters Score -440773.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -440796.750000 Penalty: 4306.707031
	Iteration 18Q: 3 clusters Score -440796.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -440828.593750 Penalty: 4306.707031
	Iteration 19Q: 3 clusters Score -440828.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -440865.156250 Penalty: 4306.707031
	Iteration 20F: 3 clusters Score -440865.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -440909.093750 Penalty: 4306.707031
	Iteration 21Q: 3 clusters Score -440909.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -440946.906250 Penalty: 4306.707031
	Iteration 22Q: 3 clusters Score -440946.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -441003.656250 Penalty: 4306.707031
	Iteration 23Q: 3 clusters Score -441003.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -441063.687500 Penalty: 4306.707031
	Iteration 24Q: 3 clusters Score -441063.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -441120.031250 Penalty: 4306.707031
	Iteration 25Q: 3 clusters Score -441120 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -441163.406250 Penalty: 4306.707031
	Iteration 26Q: 3 clusters Score -441163.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -441188.562500 Penalty: 4306.707031
	Iteration 27Q: 3 clusters Score -441188.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -441204.625000 Penalty: 4306.707031
	Iteration 28Q: 3 clusters Score -441204.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -441217.656250 Penalty: 4306.707031
	Iteration 29Q: 3 clusters Score -441217.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -441229.187500 Penalty: 4306.707031
	Iteration 30Q: 3 clusters Score -441229.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -441237.656250 Penalty: 4306.707031
	Iteration 31Q: 3 clusters Score -441237.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -441245.187500 Penalty: 4306.707031
	Iteration 32Q: 3 clusters Score -441245.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -441248.718750 Penalty: 4306.707031
	Iteration 33Q: 3 clusters Score -441248.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -441254.937500 Penalty: 4306.707031
	Iteration 34Q: 3 clusters Score -441254.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -441262.781250 Penalty: 4306.707031
	Iteration 35Q: 3 clusters Score -441262.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -441277.656250 Penalty: 4306.707031
	Iteration 36Q: 3 clusters Score -441277.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -441287.937500 Penalty: 4306.707031
	Iteration 37Q: 3 clusters Score -441287.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -441303.625000 Penalty: 4306.707031
	Iteration 38Q: 3 clusters Score -441303.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -441323.468750 Penalty: 4306.707031
	Iteration 39Q: 3 clusters Score -441323.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -441336.718750 Penalty: 4306.707031
	Iteration 40F: 3 clusters Score -441336.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -441368.187500 Penalty: 4306.707031
	Iteration 41Q: 3 clusters Score -441368.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -441408.750000 Penalty: 4306.707031
	Iteration 42Q: 3 clusters Score -441408.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -441438.000000 Penalty: 4306.707031
	Iteration 43Q: 3 clusters Score -441438 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -441462.375000 Penalty: 4306.707031
	Iteration 44Q: 3 clusters Score -441462.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -441482.156250 Penalty: 4306.707031
	Iteration 45Q: 3 clusters Score -441482.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -441490.156250 Penalty: 4306.707031
	Iteration 46Q: 3 clusters Score -441490.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -441491.250000 Penalty: 4306.707031
	Iteration 47Q: 3 clusters Score -441491.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -441491.250000 Penalty: 4306.707031
	Iteration 48F: 3 clusters Score -441491.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (16030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16030 members 
Entering Unmasked Estep 
Score: -1321592.250000 Penalty: 2401.189941
	Iteration 0F: 2 clusters Score -1321592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -1309987.875000 Penalty: 4802.379883
	Iteration 0F: 3 clusters Score -1309988 nChanged 6955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1313727.625000 Penalty: 4802.379883
	Iteration 1F: 3 clusters Score -1313728 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -1314103.875000 Penalty: 4802.379883
	Iteration 2F: 3 clusters Score -1314104 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1314498.000000 Penalty: 4802.379883
	Iteration 3Q: 3 clusters Score -1314498 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1315026.875000 Penalty: 4802.379883
	Iteration 4F: 3 clusters Score -1315027 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1315662.375000 Penalty: 4802.379883
	Iteration 5F: 3 clusters Score -1315662 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1316338.250000 Penalty: 4802.379883
	Iteration 6F: 3 clusters Score -1316338 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1317099.250000 Penalty: 4802.379883
	Iteration 7F: 3 clusters Score -1317099 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -1317962.875000 Penalty: 4802.379883
	Iteration 8F: 3 clusters Score -1317963 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1318681.625000 Penalty: 4802.379883
	Iteration 9F: 3 clusters Score -1318682 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1319189.500000 Penalty: 4802.379883
	Iteration 10Q: 3 clusters Score -1319190 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1319552.000000 Penalty: 4802.379883
	Iteration 11Q: 3 clusters Score -1319552 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1319749.375000 Penalty: 4802.379883
	Iteration 12Q: 3 clusters Score -1319749 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1319864.625000 Penalty: 4802.379883
	Iteration 13Q: 3 clusters Score -1319865 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1319931.250000 Penalty: 4802.379883
	Iteration 14Q: 3 clusters Score -1319931 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1319971.125000 Penalty: 4802.379883
	Iteration 15Q: 3 clusters Score -1319971 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1320008.250000 Penalty: 4802.379883
	Iteration 16Q: 3 clusters Score -1320008 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1320036.625000 Penalty: 4802.379883
	Iteration 17Q: 3 clusters Score -1320037 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1320051.625000 Penalty: 4802.379883
	Iteration 18Q: 3 clusters Score -1320052 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1320067.625000 Penalty: 4802.379883
	Iteration 19Q: 3 clusters Score -1320068 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1320082.625000 Penalty: 4802.379883
	Iteration 20F: 3 clusters Score -1320083 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14549 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1320091.125000 Penalty: 4802.379883
	Iteration 21Q: 3 clusters Score -1320091 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1320100.375000 Penalty: 4802.379883
	Iteration 22Q: 3 clusters Score -1320100 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1320111.500000 Penalty: 4802.379883
	Iteration 23Q: 3 clusters Score -1320112 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1320123.750000 Penalty: 4802.379883
	Iteration 24Q: 3 clusters Score -1320124 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14659 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1320134.375000 Penalty: 4802.379883
	Iteration 25Q: 3 clusters Score -1320134 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1320137.750000 Penalty: 4802.379883
	Iteration 26Q: 3 clusters Score -1320138 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14691 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1320145.750000 Penalty: 4802.379883
	Iteration 27Q: 3 clusters Score -1320146 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1320149.500000 Penalty: 4802.379883
	Iteration 28Q: 3 clusters Score -1320150 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1320154.750000 Penalty: 4802.379883
	Iteration 29Q: 3 clusters Score -1320155 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1320160.250000 Penalty: 4802.379883
	Iteration 30Q: 3 clusters Score -1320160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1320160.750000 Penalty: 4802.379883
	Iteration 31Q: 3 clusters Score -1320161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1320162.500000 Penalty: 4802.379883
	Iteration 32Q: 3 clusters Score -1320162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1320164.375000 Penalty: 4802.379883
	Iteration 33Q: 3 clusters Score -1320164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1320165.125000 Penalty: 4802.379883
	Iteration 34Q: 3 clusters Score -1320165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1320164.750000 Penalty: 4802.379883
	Iteration 35Q: 3 clusters Score -1320165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1320167.000000 Penalty: 4802.379883
	Iteration 36Q: 3 clusters Score -1320167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1320166.875000 Penalty: 4802.379883
	Iteration 37Q: 3 clusters Score -1320167 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1320166.875000 Penalty: 4802.379883
	Iteration 38F: 3 clusters Score -1320167 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Entering Unmasked Estep 
Score: -209147.609375 Penalty: 2010.565186
	Iteration 0F: 2 clusters Score -209147.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -205799.718750 Penalty: 4021.130371
	Iteration 0F: 3 clusters Score -205799.7 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -206805.312500 Penalty: 4021.130371
	Iteration 1F: 3 clusters Score -206805.3 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -207213.859375 Penalty: 4021.130371
	Iteration 2F: 3 clusters Score -207213.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -207505.937500 Penalty: 4021.130371
	Iteration 3F: 3 clusters Score -207505.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -207777.234375 Penalty: 4021.130371
	Iteration 4F: 3 clusters Score -207777.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -207971.875000 Penalty: 4021.130371
	Iteration 5F: 3 clusters Score -207971.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -208128.390625 Penalty: 4021.130371
	Iteration 6Q: 3 clusters Score -208128.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -208266.906250 Penalty: 4021.130371
	Iteration 7Q: 3 clusters Score -208266.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -208383.515625 Penalty: 4021.130371
	Iteration 8Q: 3 clusters Score -208383.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -208466.218750 Penalty: 4021.130371
	Iteration 9Q: 3 clusters Score -208466.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -208533.843750 Penalty: 4021.130371
	Iteration 10Q: 3 clusters Score -208533.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -208590.140625 Penalty: 4021.130371
	Iteration 11Q: 3 clusters Score -208590.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -208632.562500 Penalty: 4021.130371
	Iteration 12Q: 3 clusters Score -208632.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -208675.234375 Penalty: 4021.130371
	Iteration 13Q: 3 clusters Score -208675.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -208717.265625 Penalty: 4021.130371
	Iteration 14Q: 3 clusters Score -208717.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -208747.437500 Penalty: 4021.130371
	Iteration 15Q: 3 clusters Score -208747.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -208768.375000 Penalty: 4021.130371
	Iteration 16Q: 3 clusters Score -208768.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -208781.484375 Penalty: 4021.130371
	Iteration 17Q: 3 clusters Score -208781.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -208793.578125 Penalty: 4021.130371
	Iteration 18Q: 3 clusters Score -208793.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -208808.734375 Penalty: 4021.130371
	Iteration 19Q: 3 clusters Score -208808.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -208821.875000 Penalty: 4021.130371
	Iteration 20F: 3 clusters Score -208821.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -208834.734375 Penalty: 4021.130371
	Iteration 21Q: 3 clusters Score -208834.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -208849.625000 Penalty: 4021.130371
	Iteration 22Q: 3 clusters Score -208849.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -208857.750000 Penalty: 4021.130371
	Iteration 23Q: 3 clusters Score -208857.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -208861.531250 Penalty: 4021.130371
	Iteration 24Q: 3 clusters Score -208861.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -208865.000000 Penalty: 4021.130371
	Iteration 25Q: 3 clusters Score -208865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -208870.031250 Penalty: 4021.130371
	Iteration 26Q: 3 clusters Score -208870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -208906.750000 Penalty: 4021.130371
	Iteration 27Q: 3 clusters Score -208906.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -208957.296875 Penalty: 4021.130371
	Iteration 28Q: 3 clusters Score -208957.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -208987.078125 Penalty: 4021.130371
	Iteration 29Q: 3 clusters Score -208987.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -209007.796875 Penalty: 4021.130371
	Iteration 30Q: 3 clusters Score -209007.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -209016.250000 Penalty: 4021.130371
	Iteration 31Q: 3 clusters Score -209016.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -209022.203125 Penalty: 4021.130371
	Iteration 32Q: 3 clusters Score -209022.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -209029.015625 Penalty: 4021.130371
	Iteration 33Q: 3 clusters Score -209029 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -209035.328125 Penalty: 4021.130371
	Iteration 34Q: 3 clusters Score -209035.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -209040.390625 Penalty: 4021.130371
	Iteration 35Q: 3 clusters Score -209040.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -209083.359375 Penalty: 4021.130371
	Iteration 36Q: 3 clusters Score -209083.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -209094.406250 Penalty: 4021.130371
	Iteration 37Q: 3 clusters Score -209094.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -209104.453125 Penalty: 4021.130371
	Iteration 38Q: 3 clusters Score -209104.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -209111.937500 Penalty: 4021.130371
	Iteration 39Q: 3 clusters Score -209111.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -209117.906250 Penalty: 4021.130371
	Iteration 40F: 3 clusters Score -209117.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -209126.640625 Penalty: 4021.130371
	Iteration 41Q: 3 clusters Score -209126.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -209137.937500 Penalty: 4021.130371
	Iteration 42Q: 3 clusters Score -209137.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -209143.515625 Penalty: 4021.130371
	Iteration 43Q: 3 clusters Score -209143.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -209146.625000 Penalty: 4021.130371
	Iteration 44Q: 3 clusters Score -209146.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -209156.890625 Penalty: 4021.130371
	Iteration 45Q: 3 clusters Score -209156.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -209176.328125 Penalty: 4021.130371
	Iteration 46Q: 3 clusters Score -209176.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -209191.546875 Penalty: 4021.130371
	Iteration 47Q: 3 clusters Score -209191.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -209205.062500 Penalty: 4021.130371
	Iteration 48Q: 3 clusters Score -209205.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -209211.296875 Penalty: 4021.130371
	Iteration 49Q: 3 clusters Score -209211.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -209213.562500 Penalty: 4021.130371
	Iteration 50Q: 3 clusters Score -209213.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -209215.015625 Penalty: 4021.130371
	Iteration 51Q: 3 clusters Score -209215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -209214.859375 Penalty: 4021.130371
	Iteration 52Q: 3 clusters Score -209214.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -209218.500000 Penalty: 4021.130371
	Iteration 53Q: 3 clusters Score -209218.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -209221.093750 Penalty: 4021.130371
	Iteration 54Q: 3 clusters Score -209221.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -209222.187500 Penalty: 4021.130371
	Iteration 55Q: 3 clusters Score -209222.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -209222.859375 Penalty: 4021.130371
	Iteration 56Q: 3 clusters Score -209222.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -209223.062500 Penalty: 4021.130371
	Iteration 57Q: 3 clusters Score -209223.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -209223.062500 Penalty: 4021.130371
	Iteration 58F: 3 clusters Score -209223.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74899 members 
Mstep: Class 2 contains 24237 members 
Mstep: Class 3 contains 3392 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 89645 members 
Mstep: Class 6 contains 154042 members 
Mstep: Class 7 contains 8596 members 
Mstep: Class 8 contains 8380 members 
Mstep: Class 9 contains 75746 members 
Mstep: Class 10 contains 64468 members 
Mstep: Class 11 contains 6347 members 
Mstep: Class 12 contains 60309 members 
Mstep: Class 13 contains 5813 members 
Mstep: Class 14 contains 21258 members 
Mstep: Class 15 contains 17024 members 
Mstep: Class 16 contains 14077 members 
Mstep: Class 17 contains 37902 members 
Mstep: Class 18 contains 3086 members 
Mstep: Class 19 contains 5641 members 
Mstep: Class 20 contains 11835 members 
Mstep: Class 21 contains 9844 members 
Mstep: Class 22 contains 9994 members 
Mstep: Class 23 contains 28746 members 
Mstep: Class 24 contains 532829 members 
Mstep: Class 25 contains 61111 members 
Mstep: Class 26 contains 6854 members 
Mstep: Class 27 contains 3458 members 
Mstep: Class 28 contains 69660 members 
Mstep: Class 29 contains 5901 members 
Mstep: Class 30 contains 16030 members 
Mstep: Class 31 contains 643 members 
Mstep: Class 32 contains 22344 members 
Mstep: Class 33 contains 2734 members 
Mstep: Class 34 contains 2675 members 
Entering Unmasked Estep 
Score: -111982368.000000 Penalty: 119701.210938
Splitting cluster 31 changes total score from -111983800.000000 to -111982368.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (22344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22344 members 
Entering Unmasked Estep 
Score: -1846071.625000 Penalty: 2483.549561
	Iteration 0F: 2 clusters Score -1846072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -1830435.125000 Penalty: 4967.099121
	Iteration 0F: 3 clusters Score -1830435 nChanged 9942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -1835642.875000 Penalty: 4967.099121
	Iteration 1F: 3 clusters Score -1835643 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -1835993.000000 Penalty: 4967.099121
	Iteration 2Q: 3 clusters Score -1835993 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -1836260.000000 Penalty: 4967.099121
	Iteration 3Q: 3 clusters Score -1836260 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -1836489.750000 Penalty: 4967.099121
	Iteration 4Q: 3 clusters Score -1836490 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -1836729.625000 Penalty: 4967.099121
	Iteration 5Q: 3 clusters Score -1836730 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -1836973.125000 Penalty: 4967.099121
	Iteration 6Q: 3 clusters Score -1836973 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -1837245.875000 Penalty: 4967.099121
	Iteration 7Q: 3 clusters Score -1837246 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -1837584.750000 Penalty: 4967.099121
	Iteration 8Q: 3 clusters Score -1837585 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -1837984.375000 Penalty: 4967.099121
	Iteration 9Q: 3 clusters Score -1837984 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -1838518.500000 Penalty: 4967.099121
	Iteration 10Q: 3 clusters Score -1838518 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -1839202.500000 Penalty: 4967.099121
	Iteration 11Q: 3 clusters Score -1839202 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 16739 members 
Entering Unmasked Estep 
Score: -1840028.250000 Penalty: 4967.099121
	Iteration 12Q: 3 clusters Score -1840028 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 17703 members 
Entering Unmasked Estep 
Score: -1840823.875000 Penalty: 4967.099121
	Iteration 13Q: 3 clusters Score -1840824 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 18538 members 
Entering Unmasked Estep 
Score: -1841497.750000 Penalty: 4967.099121
	Iteration 14Q: 3 clusters Score -1841498 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 19207 members 
Entering Unmasked Estep 
Score: -1842001.000000 Penalty: 4967.099121
	Iteration 15Q: 3 clusters Score -1842001 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 19742 members 
Entering Unmasked Estep 
Score: -1842399.250000 Penalty: 4967.099121
	Iteration 16Q: 3 clusters Score -1842399 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 20187 members 
Entering Unmasked Estep 
Score: -1842730.375000 Penalty: 4967.099121
	Iteration 17Q: 3 clusters Score -1842730 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 20529 members 
Entering Unmasked Estep 
Score: -1842979.000000 Penalty: 4967.099121
	Iteration 18Q: 3 clusters Score -1842979 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 20792 members 
Entering Unmasked Estep 
Score: -1843160.750000 Penalty: 4967.099121
	Iteration 19Q: 3 clusters Score -1843161 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 21005 members 
Entering Unmasked Estep 
Score: -1843322.125000 Penalty: 4967.099121
	Iteration 20F: 3 clusters Score -1843322 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 21173 members 
Entering Unmasked Estep 
Score: -1843454.750000 Penalty: 4967.099121
	Iteration 21Q: 3 clusters Score -1843455 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 21305 members 
Entering Unmasked Estep 
Score: -1843545.000000 Penalty: 4967.099121
	Iteration 22Q: 3 clusters Score -1843545 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 21408 members 
Entering Unmasked Estep 
Score: -1843624.000000 Penalty: 4967.099121
	Iteration 23Q: 3 clusters Score -1843624 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 21481 members 
Entering Unmasked Estep 
Score: -1843678.375000 Penalty: 4967.099121
	Iteration 24Q: 3 clusters Score -1843678 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 21528 members 
Entering Unmasked Estep 
Score: -1843707.500000 Penalty: 4967.099121
	Iteration 25Q: 3 clusters Score -1843708 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 21556 members 
Entering Unmasked Estep 
Score: -1843728.375000 Penalty: 4967.099121
	Iteration 26Q: 3 clusters Score -1843728 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 21583 members 
Entering Unmasked Estep 
Score: -1843747.375000 Penalty: 4967.099121
	Iteration 27Q: 3 clusters Score -1843747 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 21615 members 
Entering Unmasked Estep 
Score: -1843770.750000 Penalty: 4967.099121
	Iteration 28Q: 3 clusters Score -1843771 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 21643 members 
Entering Unmasked Estep 
Score: -1843784.750000 Penalty: 4967.099121
	Iteration 29Q: 3 clusters Score -1843785 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 21658 members 
Entering Unmasked Estep 
Score: -1843792.000000 Penalty: 4967.099121
	Iteration 30Q: 3 clusters Score -1843792 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 21668 members 
Entering Unmasked Estep 
Score: -1843801.000000 Penalty: 4967.099121
	Iteration 31Q: 3 clusters Score -1843801 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 21679 members 
Entering Unmasked Estep 
Score: -1843812.000000 Penalty: 4967.099121
	Iteration 32Q: 3 clusters Score -1843812 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 21693 members 
Entering Unmasked Estep 
Score: -1843817.125000 Penalty: 4967.099121
	Iteration 33Q: 3 clusters Score -1843817 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 21698 members 
Entering Unmasked Estep 
Score: -1843819.750000 Penalty: 4967.099121
	Iteration 34Q: 3 clusters Score -1843820 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 21708 members 
Entering Unmasked Estep 
Score: -1843828.000000 Penalty: 4967.099121
	Iteration 35Q: 3 clusters Score -1843828 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 21719 members 
Entering Unmasked Estep 
Score: -1843831.750000 Penalty: 4967.099121
	Iteration 36Q: 3 clusters Score -1843832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 21723 members 
Entering Unmasked Estep 
Score: -1843832.625000 Penalty: 4967.099121
	Iteration 37Q: 3 clusters Score -1843833 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 21726 members 
Entering Unmasked Estep 
Score: -1843836.250000 Penalty: 4967.099121
	Iteration 38Q: 3 clusters Score -1843836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 21730 members 
Entering Unmasked Estep 
Score: -1843838.375000 Penalty: 4967.099121
	Iteration 39Q: 3 clusters Score -1843838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 21732 members 
Entering Unmasked Estep 
Score: -1843839.500000 Penalty: 4967.099121
	Iteration 40F: 3 clusters Score -1843840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 21734 members 
Entering Unmasked Estep 
Score: -1843841.375000 Penalty: 4967.099121
	Iteration 41Q: 3 clusters Score -1843841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 21738 members 
Entering Unmasked Estep 
Score: -1843843.375000 Penalty: 4967.099121
	Iteration 42Q: 3 clusters Score -1843843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 21741 members 
Entering Unmasked Estep 
Score: -1843843.750000 Penalty: 4967.099121
	Iteration 43Q: 3 clusters Score -1843844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 21745 members 
Entering Unmasked Estep 
Score: -1843849.375000 Penalty: 4967.099121
	Iteration 44Q: 3 clusters Score -1843849 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 21751 members 
Entering Unmasked Estep 
Score: -1843855.750000 Penalty: 4967.099121
	Iteration 45Q: 3 clusters Score -1843856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 21755 members 
Entering Unmasked Estep 
Score: -1843860.625000 Penalty: 4967.099121
	Iteration 46Q: 3 clusters Score -1843861 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 21761 members 
Entering Unmasked Estep 
Score: -1843863.625000 Penalty: 4967.099121
	Iteration 47Q: 3 clusters Score -1843864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 21766 members 
Entering Unmasked Estep 
Score: -1843867.250000 Penalty: 4967.099121
	Iteration 48Q: 3 clusters Score -1843867 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 21771 members 
Entering Unmasked Estep 
Score: -1843873.750000 Penalty: 4967.099121
	Iteration 49Q: 3 clusters Score -1843874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 21776 members 
Entering Unmasked Estep 
Score: -1843877.875000 Penalty: 4967.099121
	Iteration 50Q: 3 clusters Score -1843878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 21777 members 
Entering Unmasked Estep 
Score: -1843880.875000 Penalty: 4967.099121
	Iteration 51Q: 3 clusters Score -1843881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 21779 members 
Entering Unmasked Estep 
Score: -1843882.625000 Penalty: 4967.099121
	Iteration 52Q: 3 clusters Score -1843883 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 21787 members 
Entering Unmasked Estep 
Score: -1843888.000000 Penalty: 4967.099121
	Iteration 53Q: 3 clusters Score -1843888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 21791 members 
Entering Unmasked Estep 
Score: -1843892.750000 Penalty: 4967.099121
	Iteration 54Q: 3 clusters Score -1843893 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 21793 members 
Entering Unmasked Estep 
Score: -1843897.500000 Penalty: 4967.099121
	Iteration 55Q: 3 clusters Score -1843898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 21798 members 
Entering Unmasked Estep 
Score: -1843899.000000 Penalty: 4967.099121
	Iteration 56Q: 3 clusters Score -1843899 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 21802 members 
Entering Unmasked Estep 
Score: -1843901.750000 Penalty: 4967.099121
	Iteration 57Q: 3 clusters Score -1843902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 21802 members 
Entering Unmasked Estep 
Score: -1843902.375000 Penalty: 4967.099121
	Iteration 58Q: 3 clusters Score -1843902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 21801 members 
Entering Unmasked Estep 
Score: -1843903.125000 Penalty: 4967.099121
	Iteration 59Q: 3 clusters Score -1843903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 21801 members 
Entering Unmasked Estep 
Score: -1843903.125000 Penalty: 4967.099121
	Iteration 60F: 3 clusters Score -1843903 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Entering Unmasked Estep 
Score: -203499.515625 Penalty: 1962.553223
	Iteration 0F: 2 clusters Score -203499.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -200398.015625 Penalty: 3925.106445
	Iteration 0F: 3 clusters Score -200398 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -201085.515625 Penalty: 3925.106445
	Iteration 1F: 3 clusters Score -201085.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -201262.078125 Penalty: 3925.106445
	Iteration 2F: 3 clusters Score -201262.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -201350.625000 Penalty: 3925.106445
	Iteration 3Q: 3 clusters Score -201350.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -201411.390625 Penalty: 3925.106445
	Iteration 4Q: 3 clusters Score -201411.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -201456.671875 Penalty: 3925.106445
	Iteration 5Q: 3 clusters Score -201456.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -201489.390625 Penalty: 3925.106445
	Iteration 6Q: 3 clusters Score -201489.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -201513.203125 Penalty: 3925.106445
	Iteration 7Q: 3 clusters Score -201513.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -201542.734375 Penalty: 3925.106445
	Iteration 8Q: 3 clusters Score -201542.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -201564.109375 Penalty: 3925.106445
	Iteration 9Q: 3 clusters Score -201564.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -201578.578125 Penalty: 3925.106445
	Iteration 10Q: 3 clusters Score -201578.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -201586.531250 Penalty: 3925.106445
	Iteration 11Q: 3 clusters Score -201586.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -201590.906250 Penalty: 3925.106445
	Iteration 12Q: 3 clusters Score -201590.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -201595.078125 Penalty: 3925.106445
	Iteration 13Q: 3 clusters Score -201595.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -201601.515625 Penalty: 3925.106445
	Iteration 14Q: 3 clusters Score -201601.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -201607.750000 Penalty: 3925.106445
	Iteration 15Q: 3 clusters Score -201607.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -201617.453125 Penalty: 3925.106445
	Iteration 16Q: 3 clusters Score -201617.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -201627.062500 Penalty: 3925.106445
	Iteration 17Q: 3 clusters Score -201627.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -201638.578125 Penalty: 3925.106445
	Iteration 18Q: 3 clusters Score -201638.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -201651.828125 Penalty: 3925.106445
	Iteration 19Q: 3 clusters Score -201651.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -201665.875000 Penalty: 3925.106445
	Iteration 20F: 3 clusters Score -201665.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -201676.437500 Penalty: 3925.106445
	Iteration 21Q: 3 clusters Score -201676.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -201681.468750 Penalty: 3925.106445
	Iteration 22Q: 3 clusters Score -201681.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -201685.578125 Penalty: 3925.106445
	Iteration 23Q: 3 clusters Score -201685.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -201688.265625 Penalty: 3925.106445
	Iteration 24Q: 3 clusters Score -201688.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -201692.859375 Penalty: 3925.106445
	Iteration 25Q: 3 clusters Score -201692.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -201700.281250 Penalty: 3925.106445
	Iteration 26Q: 3 clusters Score -201700.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -201707.250000 Penalty: 3925.106445
	Iteration 27Q: 3 clusters Score -201707.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -201716.078125 Penalty: 3925.106445
	Iteration 28Q: 3 clusters Score -201716.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -201726.000000 Penalty: 3925.106445
	Iteration 29Q: 3 clusters Score -201726 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -201737.453125 Penalty: 3925.106445
	Iteration 30Q: 3 clusters Score -201737.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -201747.062500 Penalty: 3925.106445
	Iteration 31Q: 3 clusters Score -201747.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -201757.078125 Penalty: 3925.106445
	Iteration 32Q: 3 clusters Score -201757.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -201765.484375 Penalty: 3925.106445
	Iteration 33Q: 3 clusters Score -201765.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -201775.421875 Penalty: 3925.106445
	Iteration 34Q: 3 clusters Score -201775.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -201786.093750 Penalty: 3925.106445
	Iteration 35Q: 3 clusters Score -201786.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -201796.859375 Penalty: 3925.106445
	Iteration 36Q: 3 clusters Score -201796.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -201811.312500 Penalty: 3925.106445
	Iteration 37Q: 3 clusters Score -201811.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -201832.234375 Penalty: 3925.106445
	Iteration 38Q: 3 clusters Score -201832.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -201854.515625 Penalty: 3925.106445
	Iteration 39Q: 3 clusters Score -201854.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -201885.140625 Penalty: 3925.106445
	Iteration 40F: 3 clusters Score -201885.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -201910.625000 Penalty: 3925.106445
	Iteration 41Q: 3 clusters Score -201910.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -201928.156250 Penalty: 3925.106445
	Iteration 42Q: 3 clusters Score -201928.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -201944.218750 Penalty: 3925.106445
	Iteration 43Q: 3 clusters Score -201944.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -201959.390625 Penalty: 3925.106445
	Iteration 44Q: 3 clusters Score -201959.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -201976.593750 Penalty: 3925.106445
	Iteration 45Q: 3 clusters Score -201976.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -201990.515625 Penalty: 3925.106445
	Iteration 46Q: 3 clusters Score -201990.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -202002.781250 Penalty: 3925.106445
	Iteration 47Q: 3 clusters Score -202002.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -202012.265625 Penalty: 3925.106445
	Iteration 48Q: 3 clusters Score -202012.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -202019.015625 Penalty: 3925.106445
	Iteration 49Q: 3 clusters Score -202019 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -202025.453125 Penalty: 3925.106445
	Iteration 50Q: 3 clusters Score -202025.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -202035.359375 Penalty: 3925.106445
	Iteration 51Q: 3 clusters Score -202035.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -202042.328125 Penalty: 3925.106445
	Iteration 52Q: 3 clusters Score -202042.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -202052.375000 Penalty: 3925.106445
	Iteration 53Q: 3 clusters Score -202052.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -202069.515625 Penalty: 3925.106445
	Iteration 54Q: 3 clusters Score -202069.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -202082.203125 Penalty: 3925.106445
	Iteration 55Q: 3 clusters Score -202082.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -202099.031250 Penalty: 3925.106445
	Iteration 56Q: 3 clusters Score -202099 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -202107.843750 Penalty: 3925.106445
	Iteration 57Q: 3 clusters Score -202107.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -202114.921875 Penalty: 3925.106445
	Iteration 58Q: 3 clusters Score -202114.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -202120.468750 Penalty: 3925.106445
	Iteration 59Q: 3 clusters Score -202120.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -202125.687500 Penalty: 3925.106445
	Iteration 60F: 3 clusters Score -202125.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -202131.328125 Penalty: 3925.106445
	Iteration 61Q: 3 clusters Score -202131.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -202133.609375 Penalty: 3925.106445
	Iteration 62Q: 3 clusters Score -202133.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -202135.125000 Penalty: 3925.106445
	Iteration 63Q: 3 clusters Score -202135.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -202135.468750 Penalty: 3925.106445
	Iteration 64Q: 3 clusters Score -202135.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -202136.140625 Penalty: 3925.106445
	Iteration 65Q: 3 clusters Score -202136.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -202136.140625 Penalty: 3925.106445
	Iteration 66F: 3 clusters Score -202136.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74899 members 
Mstep: Class 2 contains 24237 members 
Mstep: Class 3 contains 3392 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 89645 members 
Mstep: Class 6 contains 154042 members 
Mstep: Class 7 contains 8596 members 
Mstep: Class 8 contains 8380 members 
Mstep: Class 9 contains 75746 members 
Mstep: Class 10 contains 64468 members 
Mstep: Class 11 contains 6347 members 
Mstep: Class 12 contains 60309 members 
Mstep: Class 13 contains 5813 members 
Mstep: Class 14 contains 21258 members 
Mstep: Class 15 contains 17024 members 
Mstep: Class 16 contains 14077 members 
Mstep: Class 17 contains 37902 members 
Mstep: Class 18 contains 3086 members 
Mstep: Class 19 contains 5641 members 
Mstep: Class 20 contains 11835 members 
Mstep: Class 21 contains 9844 members 
Mstep: Class 22 contains 9994 members 
Mstep: Class 23 contains 28746 members 
Mstep: Class 24 contains 532829 members 
Mstep: Class 25 contains 61111 members 
Mstep: Class 26 contains 6854 members 
Mstep: Class 27 contains 3458 members 
Mstep: Class 28 contains 69660 members 
Mstep: Class 29 contains 5901 members 
Mstep: Class 30 contains 16030 members 
Mstep: Class 31 contains 3318 members 
Mstep: Class 32 contains 22344 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111983816.000000 Penalty: 116180.585938
Iteration 279Q: 34 clusters Score -1.119838e+08 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74894 members 
Mstep: Class 2 contains 24237 members 
Mstep: Class 3 contains 3392 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 89726 members 
Mstep: Class 6 contains 154043 members 
Mstep: Class 7 contains 8596 members 
Mstep: Class 8 contains 8380 members 
Mstep: Class 9 contains 75747 members 
Mstep: Class 10 contains 64453 members 
Mstep: Class 11 contains 6347 members 
Mstep: Class 12 contains 60301 members 
Mstep: Class 13 contains 5812 members 
Mstep: Class 14 contains 21269 members 
Mstep: Class 15 contains 17023 members 
Mstep: Class 16 contains 14071 members 
Mstep: Class 17 contains 37896 members 
Mstep: Class 18 contains 3081 members 
Mstep: Class 19 contains 5641 members 
Mstep: Class 20 contains 11835 members 
Mstep: Class 21 contains 9843 members 
Mstep: Class 22 contains 9994 members 
Mstep: Class 23 contains 28745 members 
Mstep: Class 24 contains 532777 members 
Mstep: Class 25 contains 61096 members 
Mstep: Class 26 contains 6854 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69666 members 
Mstep: Class 29 contains 5901 members 
Mstep: Class 30 contains 16030 members 
Mstep: Class 31 contains 3318 members 
Mstep: Class 32 contains 22359 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111983824.000000 Penalty: 116180.585938
Iteration 280F: 34 clusters Score -1.119838e+08 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74887 members 
Mstep: Class 2 contains 24237 members 
Mstep: Class 3 contains 3392 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 89797 members 
Mstep: Class 6 contains 154044 members 
Mstep: Class 7 contains 8596 members 
Mstep: Class 8 contains 8380 members 
Mstep: Class 9 contains 75746 members 
Mstep: Class 10 contains 64441 members 
Mstep: Class 11 contains 6347 members 
Mstep: Class 12 contains 60291 members 
Mstep: Class 13 contains 5809 members 
Mstep: Class 14 contains 21281 members 
Mstep: Class 15 contains 17024 members 
Mstep: Class 16 contains 14072 members 
Mstep: Class 17 contains 37889 members 
Mstep: Class 18 contains 3075 members 
Mstep: Class 19 contains 5640 members 
Mstep: Class 20 contains 11835 members 
Mstep: Class 21 contains 9842 members 
Mstep: Class 22 contains 9995 members 
Mstep: Class 23 contains 28745 members 
Mstep: Class 24 contains 532736 members 
Mstep: Class 25 contains 61079 members 
Mstep: Class 26 contains 6854 members 
Mstep: Class 27 contains 3460 members 
Mstep: Class 28 contains 69668 members 
Mstep: Class 29 contains 5901 members 
Mstep: Class 30 contains 16032 members 
Mstep: Class 31 contains 3318 members 
Mstep: Class 32 contains 22373 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111983824.000000 Penalty: 116180.585938
Iteration 281Q: 34 clusters Score -1.119838e+08 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74887 members 
Mstep: Class 2 contains 24237 members 
Mstep: Class 3 contains 3393 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 89868 members 
Mstep: Class 6 contains 154043 members 
Mstep: Class 7 contains 8596 members 
Mstep: Class 8 contains 8380 members 
Mstep: Class 9 contains 75750 members 
Mstep: Class 10 contains 64428 members 
Mstep: Class 11 contains 6347 members 
Mstep: Class 12 contains 60286 members 
Mstep: Class 13 contains 5809 members 
Mstep: Class 14 contains 21285 members 
Mstep: Class 15 contains 17025 members 
Mstep: Class 16 contains 14077 members 
Mstep: Class 17 contains 37884 members 
Mstep: Class 18 contains 3068 members 
Mstep: Class 19 contains 5640 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9841 members 
Mstep: Class 22 contains 9995 members 
Mstep: Class 23 contains 28744 members 
Mstep: Class 24 contains 532688 members 
Mstep: Class 25 contains 61067 members 
Mstep: Class 26 contains 6854 members 
Mstep: Class 27 contains 3460 members 
Mstep: Class 28 contains 69666 members 
Mstep: Class 29 contains 5901 members 
Mstep: Class 30 contains 16031 members 
Mstep: Class 31 contains 3318 members 
Mstep: Class 32 contains 22382 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111983640.000000 Penalty: 116180.585938
Iteration 282Q: 34 clusters Score -1.119836e+08 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74884 members 
Mstep: Class 2 contains 24237 members 
Mstep: Class 3 contains 3393 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 89935 members 
Mstep: Class 6 contains 154042 members 
Mstep: Class 7 contains 8596 members 
Mstep: Class 8 contains 8380 members 
Mstep: Class 9 contains 75758 members 
Mstep: Class 10 contains 64422 members 
Mstep: Class 11 contains 6347 members 
Mstep: Class 12 contains 60280 members 
Mstep: Class 13 contains 5810 members 
Mstep: Class 14 contains 21292 members 
Mstep: Class 15 contains 17025 members 
Mstep: Class 16 contains 14080 members 
Mstep: Class 17 contains 37883 members 
Mstep: Class 18 contains 3062 members 
Mstep: Class 19 contains 5640 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9840 members 
Mstep: Class 22 contains 9995 members 
Mstep: Class 23 contains 28743 members 
Mstep: Class 24 contains 532633 members 
Mstep: Class 25 contains 61054 members 
Mstep: Class 26 contains 6855 members 
Mstep: Class 27 contains 3460 members 
Mstep: Class 28 contains 69665 members 
Mstep: Class 29 contains 5901 members 
Mstep: Class 30 contains 16030 members 
Mstep: Class 31 contains 3318 members 
Mstep: Class 32 contains 22390 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111983616.000000 Penalty: 116180.585938
Iteration 283Q: 34 clusters Score -1.119836e+08 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74881 members 
Mstep: Class 2 contains 24237 members 
Mstep: Class 3 contains 3393 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 90006 members 
Mstep: Class 6 contains 154041 members 
Mstep: Class 7 contains 8596 members 
Mstep: Class 8 contains 8380 members 
Mstep: Class 9 contains 75767 members 
Mstep: Class 10 contains 64414 members 
Mstep: Class 11 contains 6347 members 
Mstep: Class 12 contains 60266 members 
Mstep: Class 13 contains 5810 members 
Mstep: Class 14 contains 21297 members 
Mstep: Class 15 contains 17024 members 
Mstep: Class 16 contains 14084 members 
Mstep: Class 17 contains 37881 members 
Mstep: Class 18 contains 3057 members 
Mstep: Class 19 contains 5640 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9841 members 
Mstep: Class 22 contains 9995 members 
Mstep: Class 23 contains 28744 members 
Mstep: Class 24 contains 532565 members 
Mstep: Class 25 contains 61046 members 
Mstep: Class 26 contains 6857 members 
Mstep: Class 27 contains 3460 members 
Mstep: Class 28 contains 69667 members 
Mstep: Class 29 contains 5902 members 
Mstep: Class 30 contains 16029 members 
Mstep: Class 31 contains 3318 members 
Mstep: Class 32 contains 22405 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111983648.000000 Penalty: 116180.585938
Iteration 284Q: 34 clusters Score -1.119836e+08 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74879 members 
Mstep: Class 2 contains 24237 members 
Mstep: Class 3 contains 3393 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 90071 members 
Mstep: Class 6 contains 154039 members 
Mstep: Class 7 contains 8596 members 
Mstep: Class 8 contains 8380 members 
Mstep: Class 9 contains 75767 members 
Mstep: Class 10 contains 64403 members 
Mstep: Class 11 contains 6347 members 
Mstep: Class 12 contains 60261 members 
Mstep: Class 13 contains 5810 members 
Mstep: Class 14 contains 21306 members 
Mstep: Class 15 contains 17025 members 
Mstep: Class 16 contains 14089 members 
Mstep: Class 17 contains 37877 members 
Mstep: Class 18 contains 3053 members 
Mstep: Class 19 contains 5641 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9842 members 
Mstep: Class 22 contains 9995 members 
Mstep: Class 23 contains 28743 members 
Mstep: Class 24 contains 532514 members 
Mstep: Class 25 contains 61032 members 
Mstep: Class 26 contains 6858 members 
Mstep: Class 27 contains 3460 members 
Mstep: Class 28 contains 69665 members 
Mstep: Class 29 contains 5902 members 
Mstep: Class 30 contains 16029 members 
Mstep: Class 31 contains 3318 members 
Mstep: Class 32 contains 22418 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111983688.000000 Penalty: 116180.585938
Iteration 285Q: 34 clusters Score -1.119837e+08 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74880 members 
Mstep: Class 2 contains 24236 members 
Mstep: Class 3 contains 3393 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 90137 members 
Mstep: Class 6 contains 154042 members 
Mstep: Class 7 contains 8596 members 
Mstep: Class 8 contains 8380 members 
Mstep: Class 9 contains 75774 members 
Mstep: Class 10 contains 64394 members 
Mstep: Class 11 contains 6347 members 
Mstep: Class 12 contains 60256 members 
Mstep: Class 13 contains 5810 members 
Mstep: Class 14 contains 21308 members 
Mstep: Class 15 contains 17026 members 
Mstep: Class 16 contains 14093 members 
Mstep: Class 17 contains 37876 members 
Mstep: Class 18 contains 3050 members 
Mstep: Class 19 contains 5641 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9842 members 
Mstep: Class 22 contains 9995 members 
Mstep: Class 23 contains 28738 members 
Mstep: Class 24 contains 532441 members 
Mstep: Class 25 contains 61024 members 
Mstep: Class 26 contains 6857 members 
Mstep: Class 27 contains 3460 members 
Mstep: Class 28 contains 69668 members 
Mstep: Class 29 contains 5902 members 
Mstep: Class 30 contains 16031 members 
Mstep: Class 31 contains 3318 members 
Mstep: Class 32 contains 22435 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111983568.000000 Penalty: 116180.585938
Iteration 286Q: 34 clusters Score -1.119836e+08 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74880 members 
Mstep: Class 2 contains 24236 members 
Mstep: Class 3 contains 3394 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 90205 members 
Mstep: Class 6 contains 154041 members 
Mstep: Class 7 contains 8596 members 
Mstep: Class 8 contains 8380 members 
Mstep: Class 9 contains 75774 members 
Mstep: Class 10 contains 64382 members 
Mstep: Class 11 contains 6345 members 
Mstep: Class 12 contains 60248 members 
Mstep: Class 13 contains 5810 members 
Mstep: Class 14 contains 21314 members 
Mstep: Class 15 contains 17028 members 
Mstep: Class 16 contains 14098 members 
Mstep: Class 17 contains 37873 members 
Mstep: Class 18 contains 3050 members 
Mstep: Class 19 contains 5641 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9843 members 
Mstep: Class 22 contains 9995 members 
Mstep: Class 23 contains 28735 members 
Mstep: Class 24 contains 532376 members 
Mstep: Class 25 contains 61017 members 
Mstep: Class 26 contains 6855 members 
Mstep: Class 27 contains 3460 members 
Mstep: Class 28 contains 69667 members 
Mstep: Class 29 contains 5902 members 
Mstep: Class 30 contains 16031 members 
Mstep: Class 31 contains 3318 members 
Mstep: Class 32 contains 22456 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111983624.000000 Penalty: 116180.585938
Iteration 287Q: 34 clusters Score -1.119836e+08 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74880 members 
Mstep: Class 2 contains 24236 members 
Mstep: Class 3 contains 3395 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 90282 members 
Mstep: Class 6 contains 154039 members 
Mstep: Class 7 contains 8596 members 
Mstep: Class 8 contains 8380 members 
Mstep: Class 9 contains 75774 members 
Mstep: Class 10 contains 64369 members 
Mstep: Class 11 contains 6344 members 
Mstep: Class 12 contains 60241 members 
Mstep: Class 13 contains 5810 members 
Mstep: Class 14 contains 21322 members 
Mstep: Class 15 contains 17028 members 
Mstep: Class 16 contains 14097 members 
Mstep: Class 17 contains 37868 members 
Mstep: Class 18 contains 3049 members 
Mstep: Class 19 contains 5641 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9844 members 
Mstep: Class 22 contains 9996 members 
Mstep: Class 23 contains 28737 members 
Mstep: Class 24 contains 532309 members 
Mstep: Class 25 contains 61011 members 
Mstep: Class 26 contains 6855 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69666 members 
Mstep: Class 29 contains 5902 members 
Mstep: Class 30 contains 16033 members 
Mstep: Class 31 contains 3318 members 
Mstep: Class 32 contains 22469 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111983712.000000 Penalty: 116180.585938
Iteration 288Q: 34 clusters Score -1.119837e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74879 members 
Mstep: Class 2 contains 24235 members 
Mstep: Class 3 contains 3395 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 90341 members 
Mstep: Class 6 contains 154038 members 
Mstep: Class 7 contains 8596 members 
Mstep: Class 8 contains 8380 members 
Mstep: Class 9 contains 75775 members 
Mstep: Class 10 contains 64361 members 
Mstep: Class 11 contains 6344 members 
Mstep: Class 12 contains 60236 members 
Mstep: Class 13 contains 5810 members 
Mstep: Class 14 contains 21327 members 
Mstep: Class 15 contains 17028 members 
Mstep: Class 16 contains 14099 members 
Mstep: Class 17 contains 37865 members 
Mstep: Class 18 contains 3049 members 
Mstep: Class 19 contains 5642 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9846 members 
Mstep: Class 22 contains 9995 members 
Mstep: Class 23 contains 28735 members 
Mstep: Class 24 contains 532246 members 
Mstep: Class 25 contains 61006 members 
Mstep: Class 26 contains 6854 members 
Mstep: Class 27 contains 3460 members 
Mstep: Class 28 contains 69667 members 
Mstep: Class 29 contains 5902 members 
Mstep: Class 30 contains 16036 members 
Mstep: Class 31 contains 3317 members 
Mstep: Class 32 contains 22486 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111983680.000000 Penalty: 116180.585938
Iteration 289Q: 34 clusters Score -1.119837e+08 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74879 members 
Mstep: Class 2 contains 24235 members 
Mstep: Class 3 contains 3395 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 90408 members 
Mstep: Class 6 contains 154037 members 
Mstep: Class 7 contains 8596 members 
Mstep: Class 8 contains 8380 members 
Mstep: Class 9 contains 75777 members 
Mstep: Class 10 contains 64356 members 
Mstep: Class 11 contains 6344 members 
Mstep: Class 12 contains 60228 members 
Mstep: Class 13 contains 5810 members 
Mstep: Class 14 contains 21332 members 
Mstep: Class 15 contains 17028 members 
Mstep: Class 16 contains 14099 members 
Mstep: Class 17 contains 37862 members 
Mstep: Class 18 contains 3049 members 
Mstep: Class 19 contains 5642 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9844 members 
Mstep: Class 22 contains 9995 members 
Mstep: Class 23 contains 28735 members 
Mstep: Class 24 contains 532178 members 
Mstep: Class 25 contains 60999 members 
Mstep: Class 26 contains 6853 members 
Mstep: Class 27 contains 3460 members 
Mstep: Class 28 contains 69668 members 
Mstep: Class 29 contains 5902 members 
Mstep: Class 30 contains 16040 members 
Mstep: Class 31 contains 3317 members 
Mstep: Class 32 contains 22502 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111983624.000000 Penalty: 116180.585938
Iteration 290Q: 34 clusters Score -1.119836e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74879 members 
Mstep: Class 2 contains 24235 members 
Mstep: Class 3 contains 3395 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 90468 members 
Mstep: Class 6 contains 154034 members 
Mstep: Class 7 contains 8596 members 
Mstep: Class 8 contains 8380 members 
Mstep: Class 9 contains 75783 members 
Mstep: Class 10 contains 64352 members 
Mstep: Class 11 contains 6344 members 
Mstep: Class 12 contains 60221 members 
Mstep: Class 13 contains 5810 members 
Mstep: Class 14 contains 21334 members 
Mstep: Class 15 contains 17029 members 
Mstep: Class 16 contains 14097 members 
Mstep: Class 17 contains 37862 members 
Mstep: Class 18 contains 3049 members 
Mstep: Class 19 contains 5642 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9840 members 
Mstep: Class 22 contains 9995 members 
Mstep: Class 23 contains 28737 members 
Mstep: Class 24 contains 532118 members 
Mstep: Class 25 contains 60989 members 
Mstep: Class 26 contains 6852 members 
Mstep: Class 27 contains 3460 members 
Mstep: Class 28 contains 69671 members 
Mstep: Class 29 contains 5902 members 
Mstep: Class 30 contains 16041 members 
Mstep: Class 31 contains 3317 members 
Mstep: Class 32 contains 22518 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111983688.000000 Penalty: 116180.585938
Iteration 291Q: 34 clusters Score -1.119837e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74877 members 
Mstep: Class 2 contains 24237 members 
Mstep: Class 3 contains 3395 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 90519 members 
Mstep: Class 6 contains 154032 members 
Mstep: Class 7 contains 8596 members 
Mstep: Class 8 contains 8379 members 
Mstep: Class 9 contains 75787 members 
Mstep: Class 10 contains 64354 members 
Mstep: Class 11 contains 6344 members 
Mstep: Class 12 contains 60216 members 
Mstep: Class 13 contains 5810 members 
Mstep: Class 14 contains 21338 members 
Mstep: Class 15 contains 17029 members 
Mstep: Class 16 contains 14096 members 
Mstep: Class 17 contains 37864 members 
Mstep: Class 18 contains 3049 members 
Mstep: Class 19 contains 5642 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9841 members 
Mstep: Class 22 contains 9995 members 
Mstep: Class 23 contains 28736 members 
Mstep: Class 24 contains 532052 members 
Mstep: Class 25 contains 60982 members 
Mstep: Class 26 contains 6851 members 
Mstep: Class 27 contains 3460 members 
Mstep: Class 28 contains 69672 members 
Mstep: Class 29 contains 5902 members 
Mstep: Class 30 contains 16042 members 
Mstep: Class 31 contains 3317 members 
Mstep: Class 32 contains 22536 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111983704.000000 Penalty: 116180.585938
Iteration 292Q: 34 clusters Score -1.119837e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74875 members 
Mstep: Class 2 contains 24238 members 
Mstep: Class 3 contains 3395 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 90573 members 
Mstep: Class 6 contains 154032 members 
Mstep: Class 7 contains 8596 members 
Mstep: Class 8 contains 8379 members 
Mstep: Class 9 contains 75787 members 
Mstep: Class 10 contains 64352 members 
Mstep: Class 11 contains 6343 members 
Mstep: Class 12 contains 60212 members 
Mstep: Class 13 contains 5810 members 
Mstep: Class 14 contains 21338 members 
Mstep: Class 15 contains 17030 members 
Mstep: Class 16 contains 14096 members 
Mstep: Class 17 contains 37860 members 
Mstep: Class 18 contains 3049 members 
Mstep: Class 19 contains 5641 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9841 members 
Mstep: Class 22 contains 9995 members 
Mstep: Class 23 contains 28741 members 
Mstep: Class 24 contains 532000 members 
Mstep: Class 25 contains 60977 members 
Mstep: Class 26 contains 6851 members 
Mstep: Class 27 contains 3460 members 
Mstep: Class 28 contains 69671 members 
Mstep: Class 29 contains 5902 members 
Mstep: Class 30 contains 16044 members 
Mstep: Class 31 contains 3317 members 
Mstep: Class 32 contains 22545 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111983784.000000 Penalty: 116180.585938
Iteration 293Q: 34 clusters Score -1.119838e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74874 members 
Mstep: Class 2 contains 24239 members 
Mstep: Class 3 contains 3395 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 90627 members 
Mstep: Class 6 contains 154031 members 
Mstep: Class 7 contains 8596 members 
Mstep: Class 8 contains 8379 members 
Mstep: Class 9 contains 75786 members 
Mstep: Class 10 contains 64345 members 
Mstep: Class 11 contains 6342 members 
Mstep: Class 12 contains 60208 members 
Mstep: Class 13 contains 5810 members 
Mstep: Class 14 contains 21342 members 
Mstep: Class 15 contains 17030 members 
Mstep: Class 16 contains 14093 members 
Mstep: Class 17 contains 37858 members 
Mstep: Class 18 contains 3049 members 
Mstep: Class 19 contains 5641 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9837 members 
Mstep: Class 22 contains 9996 members 
Mstep: Class 23 contains 28742 members 
Mstep: Class 24 contains 531949 members 
Mstep: Class 25 contains 60971 members 
Mstep: Class 26 contains 6850 members 
Mstep: Class 27 contains 3460 members 
Mstep: Class 28 contains 69673 members 
Mstep: Class 29 contains 5902 members 
Mstep: Class 30 contains 16048 members 
Mstep: Class 31 contains 3317 members 
Mstep: Class 32 contains 22560 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111983768.000000 Penalty: 116180.585938
Iteration 294Q: 34 clusters Score -1.119838e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74874 members 
Mstep: Class 2 contains 24240 members 
Mstep: Class 3 contains 3395 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 90688 members 
Mstep: Class 6 contains 154030 members 
Mstep: Class 7 contains 8596 members 
Mstep: Class 8 contains 8379 members 
Mstep: Class 9 contains 75788 members 
Mstep: Class 10 contains 64341 members 
Mstep: Class 11 contains 6339 members 
Mstep: Class 12 contains 60202 members 
Mstep: Class 13 contains 5810 members 
Mstep: Class 14 contains 21345 members 
Mstep: Class 15 contains 17030 members 
Mstep: Class 16 contains 14093 members 
Mstep: Class 17 contains 37857 members 
Mstep: Class 18 contains 3049 members 
Mstep: Class 19 contains 5641 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9834 members 
Mstep: Class 22 contains 9996 members 
Mstep: Class 23 contains 28743 members 
Mstep: Class 24 contains 531880 members 
Mstep: Class 25 contains 60971 members 
Mstep: Class 26 contains 6849 members 
Mstep: Class 27 contains 3460 members 
Mstep: Class 28 contains 69676 members 
Mstep: Class 29 contains 5902 members 
Mstep: Class 30 contains 16052 members 
Mstep: Class 31 contains 3317 members 
Mstep: Class 32 contains 22573 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111983696.000000 Penalty: 116180.585938
Iteration 295Q: 34 clusters Score -1.119837e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74872 members 
Mstep: Class 2 contains 24239 members 
Mstep: Class 3 contains 3395 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 90747 members 
Mstep: Class 6 contains 154031 members 
Mstep: Class 7 contains 8596 members 
Mstep: Class 8 contains 8379 members 
Mstep: Class 9 contains 75785 members 
Mstep: Class 10 contains 64332 members 
Mstep: Class 11 contains 6339 members 
Mstep: Class 12 contains 60201 members 
Mstep: Class 13 contains 5810 members 
Mstep: Class 14 contains 21347 members 
Mstep: Class 15 contains 17030 members 
Mstep: Class 16 contains 14091 members 
Mstep: Class 17 contains 37852 members 
Mstep: Class 18 contains 3049 members 
Mstep: Class 19 contains 5641 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9834 members 
Mstep: Class 22 contains 9996 members 
Mstep: Class 23 contains 28742 members 
Mstep: Class 24 contains 531829 members 
Mstep: Class 25 contains 60963 members 
Mstep: Class 26 contains 6848 members 
Mstep: Class 27 contains 3460 members 
Mstep: Class 28 contains 69680 members 
Mstep: Class 29 contains 5902 members 
Mstep: Class 30 contains 16054 members 
Mstep: Class 31 contains 3317 members 
Mstep: Class 32 contains 22589 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111983864.000000 Penalty: 116180.585938
Iteration 296Q: 34 clusters Score -1.119839e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74871 members 
Mstep: Class 2 contains 24239 members 
Mstep: Class 3 contains 3395 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 90811 members 
Mstep: Class 6 contains 154031 members 
Mstep: Class 7 contains 8596 members 
Mstep: Class 8 contains 8379 members 
Mstep: Class 9 contains 75790 members 
Mstep: Class 10 contains 64319 members 
Mstep: Class 11 contains 6339 members 
Mstep: Class 12 contains 60196 members 
Mstep: Class 13 contains 5811 members 
Mstep: Class 14 contains 21350 members 
Mstep: Class 15 contains 17031 members 
Mstep: Class 16 contains 14093 members 
Mstep: Class 17 contains 37847 members 
Mstep: Class 18 contains 3049 members 
Mstep: Class 19 contains 5641 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9834 members 
Mstep: Class 22 contains 9996 members 
Mstep: Class 23 contains 28738 members 
Mstep: Class 24 contains 531772 members 
Mstep: Class 25 contains 60956 members 
Mstep: Class 26 contains 6848 members 
Mstep: Class 27 contains 3460 members 
Mstep: Class 28 contains 69682 members 
Mstep: Class 29 contains 5902 members 
Mstep: Class 30 contains 16055 members 
Mstep: Class 31 contains 3317 members 
Mstep: Class 32 contains 22602 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111983752.000000 Penalty: 116180.585938
Iteration 297Q: 34 clusters Score -1.119838e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74869 members 
Mstep: Class 2 contains 24239 members 
Mstep: Class 3 contains 3394 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 90865 members 
Mstep: Class 6 contains 154032 members 
Mstep: Class 7 contains 8596 members 
Mstep: Class 8 contains 8379 members 
Mstep: Class 9 contains 75794 members 
Mstep: Class 10 contains 64304 members 
Mstep: Class 11 contains 6339 members 
Mstep: Class 12 contains 60192 members 
Mstep: Class 13 contains 5812 members 
Mstep: Class 14 contains 21353 members 
Mstep: Class 15 contains 17031 members 
Mstep: Class 16 contains 14095 members 
Mstep: Class 17 contains 37846 members 
Mstep: Class 18 contains 3049 members 
Mstep: Class 19 contains 5641 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9834 members 
Mstep: Class 22 contains 9996 members 
Mstep: Class 23 contains 28740 members 
Mstep: Class 24 contains 531718 members 
Mstep: Class 25 contains 60951 members 
Mstep: Class 26 contains 6848 members 
Mstep: Class 27 contains 3460 members 
Mstep: Class 28 contains 69681 members 
Mstep: Class 29 contains 5902 members 
Mstep: Class 30 contains 16056 members 
Mstep: Class 31 contains 3317 members 
Mstep: Class 32 contains 22617 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111983704.000000 Penalty: 116180.585938
Iteration 298Q: 34 clusters Score -1.119837e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74867 members 
Mstep: Class 2 contains 24240 members 
Mstep: Class 3 contains 3394 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 90914 members 
Mstep: Class 6 contains 154032 members 
Mstep: Class 7 contains 8596 members 
Mstep: Class 8 contains 8379 members 
Mstep: Class 9 contains 75796 members 
Mstep: Class 10 contains 64297 members 
Mstep: Class 11 contains 6339 members 
Mstep: Class 12 contains 60188 members 
Mstep: Class 13 contains 5812 members 
Mstep: Class 14 contains 21355 members 
Mstep: Class 15 contains 17031 members 
Mstep: Class 16 contains 14101 members 
Mstep: Class 17 contains 37845 members 
Mstep: Class 18 contains 3049 members 
Mstep: Class 19 contains 5641 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9834 members 
Mstep: Class 22 contains 9996 members 
Mstep: Class 23 contains 28737 members 
Mstep: Class 24 contains 531666 members 
Mstep: Class 25 contains 60946 members 
Mstep: Class 26 contains 6851 members 
Mstep: Class 27 contains 3460 members 
Mstep: Class 28 contains 69677 members 
Mstep: Class 29 contains 5902 members 
Mstep: Class 30 contains 16060 members 
Mstep: Class 31 contains 3317 members 
Mstep: Class 32 contains 22628 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111983672.000000 Penalty: 116180.585938
Iteration 299Q: 34 clusters Score -1.119837e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74867 members 
Mstep: Class 2 contains 24243 members 
Mstep: Class 3 contains 3394 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 90972 members 
Mstep: Class 6 contains 154031 members 
Mstep: Class 7 contains 8596 members 
Mstep: Class 8 contains 8379 members 
Mstep: Class 9 contains 75798 members 
Mstep: Class 10 contains 64288 members 
Mstep: Class 11 contains 6339 members 
Mstep: Class 12 contains 60185 members 
Mstep: Class 13 contains 5812 members 
Mstep: Class 14 contains 21357 members 
Mstep: Class 15 contains 17031 members 
Mstep: Class 16 contains 14100 members 
Mstep: Class 17 contains 37844 members 
Mstep: Class 18 contains 3048 members 
Mstep: Class 19 contains 5641 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9834 members 
Mstep: Class 22 contains 9996 members 
Mstep: Class 23 contains 28735 members 
Mstep: Class 24 contains 531612 members 
Mstep: Class 25 contains 60940 members 
Mstep: Class 26 contains 6851 members 
Mstep: Class 27 contains 3460 members 
Mstep: Class 28 contains 69677 members 
Mstep: Class 29 contains 5902 members 
Mstep: Class 30 contains 16067 members 
Mstep: Class 31 contains 3317 members 
Mstep: Class 32 contains 22634 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111983680.000000 Penalty: 116180.585938
Iteration 300F: 34 clusters Score -1.119837e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74867 members 
Mstep: Class 2 contains 24240 members 
Mstep: Class 3 contains 3394 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 91028 members 
Mstep: Class 6 contains 154031 members 
Mstep: Class 7 contains 8596 members 
Mstep: Class 8 contains 8379 members 
Mstep: Class 9 contains 75798 members 
Mstep: Class 10 contains 64285 members 
Mstep: Class 11 contains 6339 members 
Mstep: Class 12 contains 60183 members 
Mstep: Class 13 contains 5813 members 
Mstep: Class 14 contains 21357 members 
Mstep: Class 15 contains 17031 members 
Mstep: Class 16 contains 14099 members 
Mstep: Class 17 contains 37844 members 
Mstep: Class 18 contains 3046 members 
Mstep: Class 19 contains 5641 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9834 members 
Mstep: Class 22 contains 9996 members 
Mstep: Class 23 contains 28733 members 
Mstep: Class 24 contains 531558 members 
Mstep: Class 25 contains 60935 members 
Mstep: Class 26 contains 6849 members 
Mstep: Class 27 contains 3460 members 
Mstep: Class 28 contains 69679 members 
Mstep: Class 29 contains 5902 members 
Mstep: Class 30 contains 16073 members 
Mstep: Class 31 contains 3317 members 
Mstep: Class 32 contains 22643 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111983728.000000 Penalty: 116180.585938
Iteration 301Q: 34 clusters Score -1.119837e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74867 members 
Mstep: Class 2 contains 24240 members 
Mstep: Class 3 contains 3393 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 91095 members 
Mstep: Class 6 contains 154031 members 
Mstep: Class 7 contains 8596 members 
Mstep: Class 8 contains 8379 members 
Mstep: Class 9 contains 75801 members 
Mstep: Class 10 contains 64275 members 
Mstep: Class 11 contains 6339 members 
Mstep: Class 12 contains 60178 members 
Mstep: Class 13 contains 5813 members 
Mstep: Class 14 contains 21360 members 
Mstep: Class 15 contains 17030 members 
Mstep: Class 16 contains 14098 members 
Mstep: Class 17 contains 37841 members 
Mstep: Class 18 contains 3042 members 
Mstep: Class 19 contains 5641 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9834 members 
Mstep: Class 22 contains 9996 members 
Mstep: Class 23 contains 28727 members 
Mstep: Class 24 contains 531497 members 
Mstep: Class 25 contains 60931 members 
Mstep: Class 26 contains 6849 members 
Mstep: Class 27 contains 3460 members 
Mstep: Class 28 contains 69683 members 
Mstep: Class 29 contains 5902 members 
Mstep: Class 30 contains 16086 members 
Mstep: Class 31 contains 3317 members 
Mstep: Class 32 contains 22649 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111983736.000000 Penalty: 116180.585938
Iteration 302Q: 34 clusters Score -1.119837e+08 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74867 members 
Mstep: Class 2 contains 24239 members 
Mstep: Class 3 contains 3395 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 91170 members 
Mstep: Class 6 contains 154030 members 
Mstep: Class 7 contains 8595 members 
Mstep: Class 8 contains 8379 members 
Mstep: Class 9 contains 75804 members 
Mstep: Class 10 contains 64259 members 
Mstep: Class 11 contains 6339 members 
Mstep: Class 12 contains 60172 members 
Mstep: Class 13 contains 5813 members 
Mstep: Class 14 contains 21362 members 
Mstep: Class 15 contains 17031 members 
Mstep: Class 16 contains 14095 members 
Mstep: Class 17 contains 37842 members 
Mstep: Class 18 contains 3038 members 
Mstep: Class 19 contains 5641 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9833 members 
Mstep: Class 22 contains 9996 members 
Mstep: Class 23 contains 28724 members 
Mstep: Class 24 contains 531437 members 
Mstep: Class 25 contains 60925 members 
Mstep: Class 26 contains 6849 members 
Mstep: Class 27 contains 3460 members 
Mstep: Class 28 contains 69682 members 
Mstep: Class 29 contains 5902 members 
Mstep: Class 30 contains 16097 members 
Mstep: Class 31 contains 3317 members 
Mstep: Class 32 contains 22657 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111983896.000000 Penalty: 116180.585938
Iteration 303Q: 34 clusters Score -1.119839e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74865 members 
Mstep: Class 2 contains 24239 members 
Mstep: Class 3 contains 3396 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 91238 members 
Mstep: Class 6 contains 154029 members 
Mstep: Class 7 contains 8595 members 
Mstep: Class 8 contains 8379 members 
Mstep: Class 9 contains 75806 members 
Mstep: Class 10 contains 64241 members 
Mstep: Class 11 contains 6339 members 
Mstep: Class 12 contains 60171 members 
Mstep: Class 13 contains 5813 members 
Mstep: Class 14 contains 21362 members 
Mstep: Class 15 contains 17032 members 
Mstep: Class 16 contains 14095 members 
Mstep: Class 17 contains 37843 members 
Mstep: Class 18 contains 3037 members 
Mstep: Class 19 contains 5641 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9832 members 
Mstep: Class 22 contains 9996 members 
Mstep: Class 23 contains 28722 members 
Mstep: Class 24 contains 531380 members 
Mstep: Class 25 contains 60920 members 
Mstep: Class 26 contains 6848 members 
Mstep: Class 27 contains 3460 members 
Mstep: Class 28 contains 69682 members 
Mstep: Class 29 contains 5902 members 
Mstep: Class 30 contains 16104 members 
Mstep: Class 31 contains 3317 members 
Mstep: Class 32 contains 22666 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111983800.000000 Penalty: 116180.585938
Iteration 304Q: 34 clusters Score -1.119838e+08 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74864 members 
Mstep: Class 2 contains 24239 members 
Mstep: Class 3 contains 3396 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 91300 members 
Mstep: Class 6 contains 154027 members 
Mstep: Class 7 contains 8595 members 
Mstep: Class 8 contains 8379 members 
Mstep: Class 9 contains 75814 members 
Mstep: Class 10 contains 64225 members 
Mstep: Class 11 contains 6339 members 
Mstep: Class 12 contains 60169 members 
Mstep: Class 13 contains 5813 members 
Mstep: Class 14 contains 21362 members 
Mstep: Class 15 contains 17031 members 
Mstep: Class 16 contains 14096 members 
Mstep: Class 17 contains 37844 members 
Mstep: Class 18 contains 3030 members 
Mstep: Class 19 contains 5641 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9831 members 
Mstep: Class 22 contains 9996 members 
Mstep: Class 23 contains 28724 members 
Mstep: Class 24 contains 531321 members 
Mstep: Class 25 contains 60914 members 
Mstep: Class 26 contains 6847 members 
Mstep: Class 27 contains 3460 members 
Mstep: Class 28 contains 69684 members 
Mstep: Class 29 contains 5902 members 
Mstep: Class 30 contains 16111 members 
Mstep: Class 31 contains 3317 members 
Mstep: Class 32 contains 22679 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111983784.000000 Penalty: 116180.585938
Iteration 305Q: 34 clusters Score -1.119838e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74863 members 
Mstep: Class 2 contains 24238 members 
Mstep: Class 3 contains 3395 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 91371 members 
Mstep: Class 6 contains 154026 members 
Mstep: Class 7 contains 8595 members 
Mstep: Class 8 contains 8379 members 
Mstep: Class 9 contains 75817 members 
Mstep: Class 10 contains 64208 members 
Mstep: Class 11 contains 6339 members 
Mstep: Class 12 contains 60169 members 
Mstep: Class 13 contains 5813 members 
Mstep: Class 14 contains 21363 members 
Mstep: Class 15 contains 17032 members 
Mstep: Class 16 contains 14094 members 
Mstep: Class 17 contains 37843 members 
Mstep: Class 18 contains 3015 members 
Mstep: Class 19 contains 5641 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9831 members 
Mstep: Class 22 contains 9996 members 
Mstep: Class 23 contains 28724 members 
Mstep: Class 24 contains 531264 members 
Mstep: Class 25 contains 60913 members 
Mstep: Class 26 contains 6844 members 
Mstep: Class 27 contains 3460 members 
Mstep: Class 28 contains 69688 members 
Mstep: Class 29 contains 5902 members 
Mstep: Class 30 contains 16117 members 
Mstep: Class 31 contains 3317 members 
Mstep: Class 32 contains 22693 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111983776.000000 Penalty: 116180.585938
Iteration 306Q: 34 clusters Score -1.119838e+08 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74863 members 
Mstep: Class 2 contains 24238 members 
Mstep: Class 3 contains 3395 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 91448 members 
Mstep: Class 6 contains 154027 members 
Mstep: Class 7 contains 8595 members 
Mstep: Class 8 contains 8379 members 
Mstep: Class 9 contains 75818 members 
Mstep: Class 10 contains 64195 members 
Mstep: Class 11 contains 6339 members 
Mstep: Class 12 contains 60164 members 
Mstep: Class 13 contains 5812 members 
Mstep: Class 14 contains 21366 members 
Mstep: Class 15 contains 17035 members 
Mstep: Class 16 contains 14095 members 
Mstep: Class 17 contains 37841 members 
Mstep: Class 18 contains 3010 members 
Mstep: Class 19 contains 5641 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9831 members 
Mstep: Class 22 contains 9997 members 
Mstep: Class 23 contains 28723 members 
Mstep: Class 24 contains 531187 members 
Mstep: Class 25 contains 60906 members 
Mstep: Class 26 contains 6844 members 
Mstep: Class 27 contains 3460 members 
Mstep: Class 28 contains 69692 members 
Mstep: Class 29 contains 5902 members 
Mstep: Class 30 contains 16124 members 
Mstep: Class 31 contains 3317 members 
Mstep: Class 32 contains 22706 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111983640.000000 Penalty: 116180.585938
Iteration 307Q: 34 clusters Score -1.119836e+08 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74863 members 
Mstep: Class 2 contains 24237 members 
Mstep: Class 3 contains 3396 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 91519 members 
Mstep: Class 6 contains 154026 members 
Mstep: Class 7 contains 8595 members 
Mstep: Class 8 contains 8379 members 
Mstep: Class 9 contains 75820 members 
Mstep: Class 10 contains 64179 members 
Mstep: Class 11 contains 6339 members 
Mstep: Class 12 contains 60157 members 
Mstep: Class 13 contains 5811 members 
Mstep: Class 14 contains 21366 members 
Mstep: Class 15 contains 17036 members 
Mstep: Class 16 contains 14094 members 
Mstep: Class 17 contains 37841 members 
Mstep: Class 18 contains 3008 members 
Mstep: Class 19 contains 5641 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9828 members 
Mstep: Class 22 contains 9997 members 
Mstep: Class 23 contains 28723 members 
Mstep: Class 24 contains 531122 members 
Mstep: Class 25 contains 60904 members 
Mstep: Class 26 contains 6847 members 
Mstep: Class 27 contains 3460 members 
Mstep: Class 28 contains 69693 members 
Mstep: Class 29 contains 5902 members 
Mstep: Class 30 contains 16130 members 
Mstep: Class 31 contains 3318 members 
Mstep: Class 32 contains 22719 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111983784.000000 Penalty: 116180.585938
Iteration 308Q: 34 clusters Score -1.119838e+08 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74863 members 
Mstep: Class 2 contains 24237 members 
Mstep: Class 3 contains 3397 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 91585 members 
Mstep: Class 6 contains 154027 members 
Mstep: Class 7 contains 8595 members 
Mstep: Class 8 contains 8379 members 
Mstep: Class 9 contains 75823 members 
Mstep: Class 10 contains 64162 members 
Mstep: Class 11 contains 6339 members 
Mstep: Class 12 contains 60158 members 
Mstep: Class 13 contains 5811 members 
Mstep: Class 14 contains 21368 members 
Mstep: Class 15 contains 17034 members 
Mstep: Class 16 contains 14090 members 
Mstep: Class 17 contains 37841 members 
Mstep: Class 18 contains 3007 members 
Mstep: Class 19 contains 5642 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9826 members 
Mstep: Class 22 contains 9997 members 
Mstep: Class 23 contains 28722 members 
Mstep: Class 24 contains 531061 members 
Mstep: Class 25 contains 60899 members 
Mstep: Class 26 contains 6846 members 
Mstep: Class 27 contains 3460 members 
Mstep: Class 28 contains 69688 members 
Mstep: Class 29 contains 5902 members 
Mstep: Class 30 contains 16139 members 
Mstep: Class 31 contains 3319 members 
Mstep: Class 32 contains 22733 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111983808.000000 Penalty: 116180.585938
Iteration 309Q: 34 clusters Score -1.119838e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74863 members 
Mstep: Class 2 contains 24240 members 
Mstep: Class 3 contains 3397 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 91659 members 
Mstep: Class 6 contains 154028 members 
Mstep: Class 7 contains 8595 members 
Mstep: Class 8 contains 8379 members 
Mstep: Class 9 contains 75826 members 
Mstep: Class 10 contains 64145 members 
Mstep: Class 11 contains 6339 members 
Mstep: Class 12 contains 60157 members 
Mstep: Class 13 contains 5809 members 
Mstep: Class 14 contains 21374 members 
Mstep: Class 15 contains 17035 members 
Mstep: Class 16 contains 14084 members 
Mstep: Class 17 contains 37841 members 
Mstep: Class 18 contains 3001 members 
Mstep: Class 19 contains 5643 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9826 members 
Mstep: Class 22 contains 9998 members 
Mstep: Class 23 contains 28719 members 
Mstep: Class 24 contains 530988 members 
Mstep: Class 25 contains 60895 members 
Mstep: Class 26 contains 6843 members 
Mstep: Class 27 contains 3460 members 
Mstep: Class 28 contains 69690 members 
Mstep: Class 29 contains 5902 members 
Mstep: Class 30 contains 16146 members 
Mstep: Class 31 contains 3321 members 
Mstep: Class 32 contains 22747 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111983832.000000 Penalty: 116180.585938
Iteration 310Q: 34 clusters Score -1.119838e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74861 members 
Mstep: Class 2 contains 24242 members 
Mstep: Class 3 contains 3397 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 91741 members 
Mstep: Class 6 contains 154028 members 
Mstep: Class 7 contains 8595 members 
Mstep: Class 8 contains 8379 members 
Mstep: Class 9 contains 75825 members 
Mstep: Class 10 contains 64120 members 
Mstep: Class 11 contains 6339 members 
Mstep: Class 12 contains 60152 members 
Mstep: Class 13 contains 5809 members 
Mstep: Class 14 contains 21377 members 
Mstep: Class 15 contains 17036 members 
Mstep: Class 16 contains 14077 members 
Mstep: Class 17 contains 37843 members 
Mstep: Class 18 contains 2997 members 
Mstep: Class 19 contains 5644 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9826 members 
Mstep: Class 22 contains 9998 members 
Mstep: Class 23 contains 28720 members 
Mstep: Class 24 contains 530928 members 
Mstep: Class 25 contains 60890 members 
Mstep: Class 26 contains 6840 members 
Mstep: Class 27 contains 3460 members 
Mstep: Class 28 contains 69691 members 
Mstep: Class 29 contains 5902 members 
Mstep: Class 30 contains 16149 members 
Mstep: Class 31 contains 3322 members 
Mstep: Class 32 contains 22762 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111983800.000000 Penalty: 116180.585938
Iteration 311Q: 34 clusters Score -1.119838e+08 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74860 members 
Mstep: Class 2 contains 24242 members 
Mstep: Class 3 contains 3397 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 91825 members 
Mstep: Class 6 contains 154029 members 
Mstep: Class 7 contains 8595 members 
Mstep: Class 8 contains 8379 members 
Mstep: Class 9 contains 75826 members 
Mstep: Class 10 contains 64102 members 
Mstep: Class 11 contains 6339 members 
Mstep: Class 12 contains 60148 members 
Mstep: Class 13 contains 5809 members 
Mstep: Class 14 contains 21380 members 
Mstep: Class 15 contains 17037 members 
Mstep: Class 16 contains 14075 members 
Mstep: Class 17 contains 37842 members 
Mstep: Class 18 contains 2995 members 
Mstep: Class 19 contains 5643 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9827 members 
Mstep: Class 22 contains 9998 members 
Mstep: Class 23 contains 28719 members 
Mstep: Class 24 contains 530848 members 
Mstep: Class 25 contains 60884 members 
Mstep: Class 26 contains 6838 members 
Mstep: Class 27 contains 3460 members 
Mstep: Class 28 contains 69691 members 
Mstep: Class 29 contains 5902 members 
Mstep: Class 30 contains 16159 members 
Mstep: Class 31 contains 3322 members 
Mstep: Class 32 contains 22779 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111983784.000000 Penalty: 116180.585938
Iteration 312Q: 34 clusters Score -1.119838e+08 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74859 members 
Mstep: Class 2 contains 24242 members 
Mstep: Class 3 contains 3397 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 91909 members 
Mstep: Class 6 contains 154030 members 
Mstep: Class 7 contains 8595 members 
Mstep: Class 8 contains 8379 members 
Mstep: Class 9 contains 75827 members 
Mstep: Class 10 contains 64081 members 
Mstep: Class 11 contains 6339 members 
Mstep: Class 12 contains 60147 members 
Mstep: Class 13 contains 5809 members 
Mstep: Class 14 contains 21386 members 
Mstep: Class 15 contains 17038 members 
Mstep: Class 16 contains 14071 members 
Mstep: Class 17 contains 37842 members 
Mstep: Class 18 contains 2984 members 
Mstep: Class 19 contains 5645 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9828 members 
Mstep: Class 22 contains 9998 members 
Mstep: Class 23 contains 28716 members 
Mstep: Class 24 contains 530765 members 
Mstep: Class 25 contains 60880 members 
Mstep: Class 26 contains 6837 members 
Mstep: Class 27 contains 3460 members 
Mstep: Class 28 contains 69690 members 
Mstep: Class 29 contains 5902 members 
Mstep: Class 30 contains 16167 members 
Mstep: Class 31 contains 3322 members 
Mstep: Class 32 contains 22805 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111983832.000000 Penalty: 116180.585938
Iteration 313Q: 34 clusters Score -1.119838e+08 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74859 members 
Mstep: Class 2 contains 24240 members 
Mstep: Class 3 contains 3397 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 91999 members 
Mstep: Class 6 contains 154029 members 
Mstep: Class 7 contains 8595 members 
Mstep: Class 8 contains 8379 members 
Mstep: Class 9 contains 75828 members 
Mstep: Class 10 contains 64064 members 
Mstep: Class 11 contains 6339 members 
Mstep: Class 12 contains 60142 members 
Mstep: Class 13 contains 5809 members 
Mstep: Class 14 contains 21397 members 
Mstep: Class 15 contains 17037 members 
Mstep: Class 16 contains 14059 members 
Mstep: Class 17 contains 37842 members 
Mstep: Class 18 contains 2978 members 
Mstep: Class 19 contains 5644 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9830 members 
Mstep: Class 22 contains 9998 members 
Mstep: Class 23 contains 28712 members 
Mstep: Class 24 contains 530673 members 
Mstep: Class 25 contains 60874 members 
Mstep: Class 26 contains 6834 members 
Mstep: Class 27 contains 3460 members 
Mstep: Class 28 contains 69691 members 
Mstep: Class 29 contains 5902 members 
Mstep: Class 30 contains 16177 members 
Mstep: Class 31 contains 3322 members 
Mstep: Class 32 contains 22840 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111983728.000000 Penalty: 116180.585938
Iteration 314Q: 34 clusters Score -1.119837e+08 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74858 members 
Mstep: Class 2 contains 24241 members 
Mstep: Class 3 contains 3397 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 92077 members 
Mstep: Class 6 contains 154029 members 
Mstep: Class 7 contains 8595 members 
Mstep: Class 8 contains 8379 members 
Mstep: Class 9 contains 75828 members 
Mstep: Class 10 contains 64038 members 
Mstep: Class 11 contains 6339 members 
Mstep: Class 12 contains 60143 members 
Mstep: Class 13 contains 5809 members 
Mstep: Class 14 contains 21401 members 
Mstep: Class 15 contains 17036 members 
Mstep: Class 16 contains 14051 members 
Mstep: Class 17 contains 37845 members 
Mstep: Class 18 contains 2970 members 
Mstep: Class 19 contains 5645 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9831 members 
Mstep: Class 22 contains 9998 members 
Mstep: Class 23 contains 28709 members 
Mstep: Class 24 contains 530587 members 
Mstep: Class 25 contains 60872 members 
Mstep: Class 26 contains 6833 members 
Mstep: Class 27 contains 3460 members 
Mstep: Class 28 contains 69693 members 
Mstep: Class 29 contains 5902 members 
Mstep: Class 30 contains 16185 members 
Mstep: Class 31 contains 3322 members 
Mstep: Class 32 contains 22877 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111983776.000000 Penalty: 116180.585938
Iteration 315Q: 34 clusters Score -1.119838e+08 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74857 members 
Mstep: Class 2 contains 24242 members 
Mstep: Class 3 contains 3398 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 92150 members 
Mstep: Class 6 contains 154028 members 
Mstep: Class 7 contains 8595 members 
Mstep: Class 8 contains 8379 members 
Mstep: Class 9 contains 75826 members 
Mstep: Class 10 contains 64018 members 
Mstep: Class 11 contains 6338 members 
Mstep: Class 12 contains 60141 members 
Mstep: Class 13 contains 5809 members 
Mstep: Class 14 contains 21402 members 
Mstep: Class 15 contains 17035 members 
Mstep: Class 16 contains 14052 members 
Mstep: Class 17 contains 37847 members 
Mstep: Class 18 contains 2964 members 
Mstep: Class 19 contains 5646 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9831 members 
Mstep: Class 22 contains 9998 members 
Mstep: Class 23 contains 28708 members 
Mstep: Class 24 contains 530500 members 
Mstep: Class 25 contains 60868 members 
Mstep: Class 26 contains 6831 members 
Mstep: Class 27 contains 3460 members 
Mstep: Class 28 contains 69695 members 
Mstep: Class 29 contains 5902 members 
Mstep: Class 30 contains 16199 members 
Mstep: Class 31 contains 3321 members 
Mstep: Class 32 contains 22910 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111983856.000000 Penalty: 116180.585938
Iteration 316Q: 34 clusters Score -1.119839e+08 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74856 members 
Mstep: Class 2 contains 24244 members 
Mstep: Class 3 contains 3400 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 92230 members 
Mstep: Class 6 contains 154027 members 
Mstep: Class 7 contains 8595 members 
Mstep: Class 8 contains 8379 members 
Mstep: Class 9 contains 75825 members 
Mstep: Class 10 contains 63999 members 
Mstep: Class 11 contains 6336 members 
Mstep: Class 12 contains 60140 members 
Mstep: Class 13 contains 5809 members 
Mstep: Class 14 contains 21402 members 
Mstep: Class 15 contains 17034 members 
Mstep: Class 16 contains 14055 members 
Mstep: Class 17 contains 37852 members 
Mstep: Class 18 contains 2959 members 
Mstep: Class 19 contains 5647 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9831 members 
Mstep: Class 22 contains 9998 members 
Mstep: Class 23 contains 28704 members 
Mstep: Class 24 contains 530416 members 
Mstep: Class 25 contains 60860 members 
Mstep: Class 26 contains 6830 members 
Mstep: Class 27 contains 3460 members 
Mstep: Class 28 contains 69697 members 
Mstep: Class 29 contains 5902 members 
Mstep: Class 30 contains 16206 members 
Mstep: Class 31 contains 3322 members 
Mstep: Class 32 contains 22935 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111983920.000000 Penalty: 116180.585938
Iteration 317Q: 34 clusters Score -1.119839e+08 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74852 members 
Mstep: Class 2 contains 24244 members 
Mstep: Class 3 contains 3401 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 92303 members 
Mstep: Class 6 contains 154024 members 
Mstep: Class 7 contains 8595 members 
Mstep: Class 8 contains 8379 members 
Mstep: Class 9 contains 75826 members 
Mstep: Class 10 contains 63987 members 
Mstep: Class 11 contains 6334 members 
Mstep: Class 12 contains 60135 members 
Mstep: Class 13 contains 5809 members 
Mstep: Class 14 contains 21406 members 
Mstep: Class 15 contains 17033 members 
Mstep: Class 16 contains 14056 members 
Mstep: Class 17 contains 37853 members 
Mstep: Class 18 contains 2954 members 
Mstep: Class 19 contains 5647 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9832 members 
Mstep: Class 22 contains 9998 members 
Mstep: Class 23 contains 28700 members 
Mstep: Class 24 contains 530353 members 
Mstep: Class 25 contains 60842 members 
Mstep: Class 26 contains 6830 members 
Mstep: Class 27 contains 3460 members 
Mstep: Class 28 contains 69701 members 
Mstep: Class 29 contains 5902 members 
Mstep: Class 30 contains 16220 members 
Mstep: Class 31 contains 3322 members 
Mstep: Class 32 contains 22952 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111983808.000000 Penalty: 116180.585938
Iteration 318Q: 34 clusters Score -1.119838e+08 nChanged 177
Entering ConstructFrom: 
Score: -111983808.000000 Penalty: 116180.585938
Entering ConstructFrom: 
Trying to split cluster 1 (74853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74853 members 
Entering Unmasked Estep 
Score: -6038675.500000 Penalty: 2783.374023
	Iteration 0F: 2 clusters Score -6038676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37644 members 
Mstep: Class 2 contains 37209 members 
Entering Unmasked Estep 
Score: -5988783.000000 Penalty: 5566.748047
	Iteration 0F: 3 clusters Score -5988783 nChanged 34933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39429 members 
Mstep: Class 2 contains 35424 members 
Entering Unmasked Estep 
Score: -6008562.000000 Penalty: 5566.748047
	Iteration 1F: 3 clusters Score -6008562 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40740 members 
Mstep: Class 2 contains 34113 members 
Entering Unmasked Estep 
Score: -6009540.000000 Penalty: 5566.748047
	Iteration 2Q: 3 clusters Score -6009540 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42717 members 
Mstep: Class 2 contains 32136 members 
Entering Unmasked Estep 
Score: -6010989.000000 Penalty: 5566.748047
	Iteration 3Q: 3 clusters Score -6010989 nChanged 4117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45598 members 
Mstep: Class 2 contains 29255 members 
Entering Unmasked Estep 
Score: -6013208.000000 Penalty: 5566.748047
	Iteration 4F: 3 clusters Score -6013208 nChanged 5289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49627 members 
Mstep: Class 2 contains 25226 members 
Entering Unmasked Estep 
Score: -6017180.000000 Penalty: 5566.748047
	Iteration 5F: 3 clusters Score -6017180 nChanged 6515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54710 members 
Mstep: Class 2 contains 20143 members 
Entering Unmasked Estep 
Score: -6023085.500000 Penalty: 5566.748047
	Iteration 6F: 3 clusters Score -6023086 nChanged 6145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59379 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -6029131.500000 Penalty: 5566.748047
	Iteration 7F: 3 clusters Score -6029132 nChanged 4294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62307 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -6033032.000000 Penalty: 5566.748047
	Iteration 8F: 3 clusters Score -6033032 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63766 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -6035013.000000 Penalty: 5566.748047
	Iteration 9Q: 3 clusters Score -6035013 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64542 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -6035924.000000 Penalty: 5566.748047
	Iteration 10Q: 3 clusters Score -6035924 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65005 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -6036277.000000 Penalty: 5566.748047
	Iteration 11Q: 3 clusters Score -6036277 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65359 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -6036464.000000 Penalty: 5566.748047
	Iteration 12Q: 3 clusters Score -6036464 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65673 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -6036584.500000 Penalty: 5566.748047
	Iteration 13Q: 3 clusters Score -6036584 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65949 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -6036666.500000 Penalty: 5566.748047
	Iteration 14Q: 3 clusters Score -6036666 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66187 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -6036731.500000 Penalty: 5566.748047
	Iteration 15Q: 3 clusters Score -6036732 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66400 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -6036785.500000 Penalty: 5566.748047
	Iteration 16Q: 3 clusters Score -6036786 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66598 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -6036849.500000 Penalty: 5566.748047
	Iteration 17Q: 3 clusters Score -6036850 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66772 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -6036864.500000 Penalty: 5566.748047
	Iteration 18Q: 3 clusters Score -6036864 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66950 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -6036878.000000 Penalty: 5566.748047
	Iteration 19Q: 3 clusters Score -6036878 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67098 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -6036916.500000 Penalty: 5566.748047
	Iteration 20F: 3 clusters Score -6036916 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67218 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -6036918.500000 Penalty: 5566.748047
	Iteration 21Q: 3 clusters Score -6036918 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67310 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -6036902.500000 Penalty: 5566.748047
	Iteration 22Q: 3 clusters Score -6036902 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67374 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -6036929.000000 Penalty: 5566.748047
	Iteration 23Q: 3 clusters Score -6036929 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67433 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -6036922.000000 Penalty: 5566.748047
	Iteration 24Q: 3 clusters Score -6036922 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67496 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -6036922.000000 Penalty: 5566.748047
	Iteration 25Q: 3 clusters Score -6036922 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67542 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -6036929.500000 Penalty: 5566.748047
	Iteration 26Q: 3 clusters Score -6036930 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67601 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -6036943.000000 Penalty: 5566.748047
	Iteration 27Q: 3 clusters Score -6036943 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67657 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -6036964.500000 Penalty: 5566.748047
	Iteration 28Q: 3 clusters Score -6036964 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67712 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -6036960.000000 Penalty: 5566.748047
	Iteration 29Q: 3 clusters Score -6036960 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67767 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -6036963.000000 Penalty: 5566.748047
	Iteration 30Q: 3 clusters Score -6036963 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67821 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -6036966.000000 Penalty: 5566.748047
	Iteration 31Q: 3 clusters Score -6036966 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67869 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -6036980.000000 Penalty: 5566.748047
	Iteration 32Q: 3 clusters Score -6036980 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67907 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -6036981.000000 Penalty: 5566.748047
	Iteration 33Q: 3 clusters Score -6036981 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67946 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -6036997.500000 Penalty: 5566.748047
	Iteration 34Q: 3 clusters Score -6036998 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67983 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -6036999.000000 Penalty: 5566.748047
	Iteration 35Q: 3 clusters Score -6036999 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68026 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -6036993.000000 Penalty: 5566.748047
	Iteration 36Q: 3 clusters Score -6036993 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68076 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -6036993.000000 Penalty: 5566.748047
	Iteration 37Q: 3 clusters Score -6036993 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68119 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -6036996.000000 Penalty: 5566.748047
	Iteration 38Q: 3 clusters Score -6036996 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68154 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -6037002.500000 Penalty: 5566.748047
	Iteration 39Q: 3 clusters Score -6037002 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68178 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -6036992.500000 Penalty: 5566.748047
	Iteration 40F: 3 clusters Score -6036992 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68205 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -6037003.500000 Penalty: 5566.748047
	Iteration 41Q: 3 clusters Score -6037004 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68233 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -6037000.000000 Penalty: 5566.748047
	Iteration 42Q: 3 clusters Score -6037000 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68265 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -6036999.500000 Penalty: 5566.748047
	Iteration 43Q: 3 clusters Score -6037000 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68288 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -6037008.500000 Penalty: 5566.748047
	Iteration 44Q: 3 clusters Score -6037008 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68309 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -6037011.000000 Penalty: 5566.748047
	Iteration 45Q: 3 clusters Score -6037011 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68332 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -6037006.500000 Penalty: 5566.748047
	Iteration 46Q: 3 clusters Score -6037006 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68346 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -6037005.000000 Penalty: 5566.748047
	Iteration 47Q: 3 clusters Score -6037005 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68365 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -6037023.000000 Penalty: 5566.748047
	Iteration 48Q: 3 clusters Score -6037023 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68379 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -6037019.500000 Penalty: 5566.748047
	Iteration 49Q: 3 clusters Score -6037020 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68392 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -6037021.500000 Penalty: 5566.748047
	Iteration 50Q: 3 clusters Score -6037022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68400 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -6037029.500000 Penalty: 5566.748047
	Iteration 51Q: 3 clusters Score -6037030 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68411 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -6037026.500000 Penalty: 5566.748047
	Iteration 52Q: 3 clusters Score -6037026 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68427 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -6037031.000000 Penalty: 5566.748047
	Iteration 53Q: 3 clusters Score -6037031 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68442 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -6037033.500000 Penalty: 5566.748047
	Iteration 54Q: 3 clusters Score -6037034 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68460 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -6037032.500000 Penalty: 5566.748047
	Iteration 55Q: 3 clusters Score -6037032 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68476 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -6037041.000000 Penalty: 5566.748047
	Iteration 56Q: 3 clusters Score -6037041 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68490 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -6037029.500000 Penalty: 5566.748047
	Iteration 57Q: 3 clusters Score -6037030 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68508 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -6037032.000000 Penalty: 5566.748047
	Iteration 58Q: 3 clusters Score -6037032 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68519 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -6037027.000000 Penalty: 5566.748047
	Iteration 59Q: 3 clusters Score -6037027 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68531 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -6037035.500000 Penalty: 5566.748047
	Iteration 60F: 3 clusters Score -6037036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68539 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -6037035.000000 Penalty: 5566.748047
	Iteration 61Q: 3 clusters Score -6037035 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68550 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -6037021.500000 Penalty: 5566.748047
	Iteration 62Q: 3 clusters Score -6037022 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68565 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -6037039.000000 Penalty: 5566.748047
	Iteration 63Q: 3 clusters Score -6037039 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68578 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -6037039.000000 Penalty: 5566.748047
	Iteration 64Q: 3 clusters Score -6037039 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68583 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -6037029.500000 Penalty: 5566.748047
	Iteration 65Q: 3 clusters Score -6037030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68588 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -6037035.500000 Penalty: 5566.748047
	Iteration 66Q: 3 clusters Score -6037036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68593 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -6037035.500000 Penalty: 5566.748047
	Iteration 67Q: 3 clusters Score -6037036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68598 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -6037041.500000 Penalty: 5566.748047
	Iteration 68Q: 3 clusters Score -6037042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68603 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -6037049.500000 Penalty: 5566.748047
	Iteration 69Q: 3 clusters Score -6037050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68607 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -6037044.000000 Penalty: 5566.748047
	Iteration 70Q: 3 clusters Score -6037044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68613 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -6037050.000000 Penalty: 5566.748047
	Iteration 71Q: 3 clusters Score -6037050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68618 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -6037047.500000 Penalty: 5566.748047
	Iteration 72Q: 3 clusters Score -6037048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68623 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -6037048.000000 Penalty: 5566.748047
	Iteration 73Q: 3 clusters Score -6037048 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68631 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -6037046.500000 Penalty: 5566.748047
	Iteration 74Q: 3 clusters Score -6037046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68639 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -6037049.000000 Penalty: 5566.748047
	Iteration 75Q: 3 clusters Score -6037049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68644 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -6037042.000000 Penalty: 5566.748047
	Iteration 76Q: 3 clusters Score -6037042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68645 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -6037047.500000 Penalty: 5566.748047
	Iteration 77Q: 3 clusters Score -6037048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68645 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -6037047.500000 Penalty: 5566.748047
	Iteration 78F: 3 clusters Score -6037048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (24241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24241 members 
Entering Unmasked Estep 
Score: -1909203.875000 Penalty: 2503.758545
	Iteration 0F: 2 clusters Score -1909204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -1892156.125000 Penalty: 5007.517090
	Iteration 0F: 3 clusters Score -1892156 nChanged 10893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -1898625.750000 Penalty: 5007.517090
	Iteration 1F: 3 clusters Score -1898626 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -1899431.500000 Penalty: 5007.517090
	Iteration 2F: 3 clusters Score -1899432 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -1900224.500000 Penalty: 5007.517090
	Iteration 3F: 3 clusters Score -1900224 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -1901016.875000 Penalty: 5007.517090
	Iteration 4F: 3 clusters Score -1901017 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -1901800.750000 Penalty: 5007.517090
	Iteration 5F: 3 clusters Score -1901801 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -1902545.750000 Penalty: 5007.517090
	Iteration 6F: 3 clusters Score -1902546 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 14916 members 
Entering Unmasked Estep 
Score: -1903237.125000 Penalty: 5007.517090
	Iteration 7Q: 3 clusters Score -1903237 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -1903886.375000 Penalty: 5007.517090
	Iteration 8Q: 3 clusters Score -1903886 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 16305 members 
Entering Unmasked Estep 
Score: -1904493.500000 Penalty: 5007.517090
	Iteration 9Q: 3 clusters Score -1904494 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 17028 members 
Entering Unmasked Estep 
Score: -1905038.750000 Penalty: 5007.517090
	Iteration 10Q: 3 clusters Score -1905039 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 17755 members 
Entering Unmasked Estep 
Score: -1905521.250000 Penalty: 5007.517090
	Iteration 11Q: 3 clusters Score -1905521 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 18440 members 
Entering Unmasked Estep 
Score: -1905906.750000 Penalty: 5007.517090
	Iteration 12Q: 3 clusters Score -1905907 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 19109 members 
Entering Unmasked Estep 
Score: -1906287.000000 Penalty: 5007.517090
	Iteration 13Q: 3 clusters Score -1906287 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 19782 members 
Entering Unmasked Estep 
Score: -1906687.625000 Penalty: 5007.517090
	Iteration 14Q: 3 clusters Score -1906688 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 20452 members 
Entering Unmasked Estep 
Score: -1907118.750000 Penalty: 5007.517090
	Iteration 15Q: 3 clusters Score -1907119 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 21063 members 
Entering Unmasked Estep 
Score: -1907518.000000 Penalty: 5007.517090
	Iteration 16Q: 3 clusters Score -1907518 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 21597 members 
Entering Unmasked Estep 
Score: -1907878.875000 Penalty: 5007.517090
	Iteration 17Q: 3 clusters Score -1907879 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 22020 members 
Entering Unmasked Estep 
Score: -1908162.500000 Penalty: 5007.517090
	Iteration 18Q: 3 clusters Score -1908162 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 22334 members 
Entering Unmasked Estep 
Score: -1908383.250000 Penalty: 5007.517090
	Iteration 19Q: 3 clusters Score -1908383 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 22562 members 
Entering Unmasked Estep 
Score: -1908564.000000 Penalty: 5007.517090
	Iteration 20F: 3 clusters Score -1908564 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 22721 members 
Entering Unmasked Estep 
Score: -1908682.000000 Penalty: 5007.517090
	Iteration 21Q: 3 clusters Score -1908682 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 22827 members 
Entering Unmasked Estep 
Score: -1908762.250000 Penalty: 5007.517090
	Iteration 22Q: 3 clusters Score -1908762 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 22893 members 
Entering Unmasked Estep 
Score: -1908811.125000 Penalty: 5007.517090
	Iteration 23Q: 3 clusters Score -1908811 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 22937 members 
Entering Unmasked Estep 
Score: -1908840.375000 Penalty: 5007.517090
	Iteration 24Q: 3 clusters Score -1908840 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 22968 members 
Entering Unmasked Estep 
Score: -1908860.625000 Penalty: 5007.517090
	Iteration 25Q: 3 clusters Score -1908861 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 22992 members 
Entering Unmasked Estep 
Score: -1908870.000000 Penalty: 5007.517090
	Iteration 26Q: 3 clusters Score -1908870 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 23015 members 
Entering Unmasked Estep 
Score: -1908875.625000 Penalty: 5007.517090
	Iteration 27Q: 3 clusters Score -1908876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 23023 members 
Entering Unmasked Estep 
Score: -1908879.625000 Penalty: 5007.517090
	Iteration 28Q: 3 clusters Score -1908880 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 23033 members 
Entering Unmasked Estep 
Score: -1908887.000000 Penalty: 5007.517090
	Iteration 29Q: 3 clusters Score -1908887 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 23043 members 
Entering Unmasked Estep 
Score: -1908888.750000 Penalty: 5007.517090
	Iteration 30Q: 3 clusters Score -1908889 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 23048 members 
Entering Unmasked Estep 
Score: -1908889.500000 Penalty: 5007.517090
	Iteration 31Q: 3 clusters Score -1908890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 23054 members 
Entering Unmasked Estep 
Score: -1908894.500000 Penalty: 5007.517090
	Iteration 32Q: 3 clusters Score -1908894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 23056 members 
Entering Unmasked Estep 
Score: -1908893.250000 Penalty: 5007.517090
	Iteration 33Q: 3 clusters Score -1908893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 23058 members 
Entering Unmasked Estep 
Score: -1908895.000000 Penalty: 5007.517090
	Iteration 34Q: 3 clusters Score -1908895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 23060 members 
Entering Unmasked Estep 
Score: -1908894.000000 Penalty: 5007.517090
	Iteration 35Q: 3 clusters Score -1908894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 23061 members 
Entering Unmasked Estep 
Score: -1908892.750000 Penalty: 5007.517090
	Iteration 36Q: 3 clusters Score -1908893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 23063 members 
Entering Unmasked Estep 
Score: -1908894.000000 Penalty: 5007.517090
	Iteration 37Q: 3 clusters Score -1908894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 23063 members 
Entering Unmasked Estep 
Score: -1908897.750000 Penalty: 5007.517090
	Iteration 38Q: 3 clusters Score -1908898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 23064 members 
Entering Unmasked Estep 
Score: -1908897.625000 Penalty: 5007.517090
	Iteration 39Q: 3 clusters Score -1908898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 23068 members 
Entering Unmasked Estep 
Score: -1908899.250000 Penalty: 5007.517090
	Iteration 40F: 3 clusters Score -1908899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 23069 members 
Entering Unmasked Estep 
Score: -1908900.125000 Penalty: 5007.517090
	Iteration 41Q: 3 clusters Score -1908900 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 23069 members 
Entering Unmasked Estep 
Score: -1908900.125000 Penalty: 5007.517090
	Iteration 42F: 3 clusters Score -1908900 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Entering Unmasked Estep 
Score: -220791.609375 Penalty: 2016.765503
	Iteration 0F: 2 clusters Score -220791.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -217271.437500 Penalty: 4033.531006
	Iteration 0F: 3 clusters Score -217271.4 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -218176.296875 Penalty: 4033.531006
	Iteration 1F: 3 clusters Score -218176.3 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -218475.187500 Penalty: 4033.531006
	Iteration 2F: 3 clusters Score -218475.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -218676.703125 Penalty: 4033.531006
	Iteration 3F: 3 clusters Score -218676.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -218812.343750 Penalty: 4033.531006
	Iteration 4Q: 3 clusters Score -218812.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -218949.187500 Penalty: 4033.531006
	Iteration 5Q: 3 clusters Score -218949.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -219084.531250 Penalty: 4033.531006
	Iteration 6Q: 3 clusters Score -219084.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -219204.218750 Penalty: 4033.531006
	Iteration 7Q: 3 clusters Score -219204.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -219311.859375 Penalty: 4033.531006
	Iteration 8Q: 3 clusters Score -219311.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -219402.093750 Penalty: 4033.531006
	Iteration 9Q: 3 clusters Score -219402.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -219471.609375 Penalty: 4033.531006
	Iteration 10Q: 3 clusters Score -219471.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -219521.812500 Penalty: 4033.531006
	Iteration 11Q: 3 clusters Score -219521.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -219573.750000 Penalty: 4033.531006
	Iteration 12Q: 3 clusters Score -219573.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -219641.796875 Penalty: 4033.531006
	Iteration 13Q: 3 clusters Score -219641.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -219707.265625 Penalty: 4033.531006
	Iteration 14Q: 3 clusters Score -219707.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -219765.062500 Penalty: 4033.531006
	Iteration 15Q: 3 clusters Score -219765.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -219824.890625 Penalty: 4033.531006
	Iteration 16Q: 3 clusters Score -219824.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -219852.078125 Penalty: 4033.531006
	Iteration 17Q: 3 clusters Score -219852.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -219886.078125 Penalty: 4033.531006
	Iteration 18Q: 3 clusters Score -219886.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -219914.828125 Penalty: 4033.531006
	Iteration 19Q: 3 clusters Score -219914.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -219968.468750 Penalty: 4033.531006
	Iteration 20F: 3 clusters Score -219968.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -220010.562500 Penalty: 4033.531006
	Iteration 21Q: 3 clusters Score -220010.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -220037.406250 Penalty: 4033.531006
	Iteration 22Q: 3 clusters Score -220037.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -220054.078125 Penalty: 4033.531006
	Iteration 23Q: 3 clusters Score -220054.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -220068.140625 Penalty: 4033.531006
	Iteration 24Q: 3 clusters Score -220068.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -220080.390625 Penalty: 4033.531006
	Iteration 25Q: 3 clusters Score -220080.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -220090.828125 Penalty: 4033.531006
	Iteration 26Q: 3 clusters Score -220090.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -220101.203125 Penalty: 4033.531006
	Iteration 27Q: 3 clusters Score -220101.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -220112.171875 Penalty: 4033.531006
	Iteration 28Q: 3 clusters Score -220112.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -220116.593750 Penalty: 4033.531006
	Iteration 29Q: 3 clusters Score -220116.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -220121.937500 Penalty: 4033.531006
	Iteration 30Q: 3 clusters Score -220121.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -220124.312500 Penalty: 4033.531006
	Iteration 31Q: 3 clusters Score -220124.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -220127.234375 Penalty: 4033.531006
	Iteration 32Q: 3 clusters Score -220127.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -220128.234375 Penalty: 4033.531006
	Iteration 33Q: 3 clusters Score -220128.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -220128.203125 Penalty: 4033.531006
	Iteration 34Q: 3 clusters Score -220128.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -220129.406250 Penalty: 4033.531006
	Iteration 35Q: 3 clusters Score -220129.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -220130.406250 Penalty: 4033.531006
	Iteration 36Q: 3 clusters Score -220130.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -220130.406250 Penalty: 4033.531006
	Iteration 37F: 3 clusters Score -220130.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Entering Unmasked Estep 
Score: -274436.093750 Penalty: 2028.093506
	Iteration 0F: 2 clusters Score -274436.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -270840.406250 Penalty: 4056.187012
	Iteration 0F: 3 clusters Score -270840.4 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -271622.718750 Penalty: 4056.187012
	Iteration 1F: 3 clusters Score -271622.7 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -271799.406250 Penalty: 4056.187012
	Iteration 2F: 3 clusters Score -271799.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -271909.062500 Penalty: 4056.187012
	Iteration 3F: 3 clusters Score -271909.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -271978.656250 Penalty: 4056.187012
	Iteration 4Q: 3 clusters Score -271978.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -272031.375000 Penalty: 4056.187012
	Iteration 5Q: 3 clusters Score -272031.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -272069.406250 Penalty: 4056.187012
	Iteration 6Q: 3 clusters Score -272069.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -272100.718750 Penalty: 4056.187012
	Iteration 7Q: 3 clusters Score -272100.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -272131.531250 Penalty: 4056.187012
	Iteration 8Q: 3 clusters Score -272131.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -272156.156250 Penalty: 4056.187012
	Iteration 9Q: 3 clusters Score -272156.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -272184.437500 Penalty: 4056.187012
	Iteration 10Q: 3 clusters Score -272184.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -272222.562500 Penalty: 4056.187012
	Iteration 11Q: 3 clusters Score -272222.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -272267.437500 Penalty: 4056.187012
	Iteration 12Q: 3 clusters Score -272267.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -272328.968750 Penalty: 4056.187012
	Iteration 13Q: 3 clusters Score -272329 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -272409.625000 Penalty: 4056.187012
	Iteration 14Q: 3 clusters Score -272409.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -272486.187500 Penalty: 4056.187012
	Iteration 15Q: 3 clusters Score -272486.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -272598.562500 Penalty: 4056.187012
	Iteration 16Q: 3 clusters Score -272598.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -272724.375000 Penalty: 4056.187012
	Iteration 17Q: 3 clusters Score -272724.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -272827.406250 Penalty: 4056.187012
	Iteration 18Q: 3 clusters Score -272827.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -272931.125000 Penalty: 4056.187012
	Iteration 19Q: 3 clusters Score -272931.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -273016.062500 Penalty: 4056.187012
	Iteration 20F: 3 clusters Score -273016.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -273060.625000 Penalty: 4056.187012
	Iteration 21Q: 3 clusters Score -273060.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -273095.250000 Penalty: 4056.187012
	Iteration 22Q: 3 clusters Score -273095.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -273110.187500 Penalty: 4056.187012
	Iteration 23Q: 3 clusters Score -273110.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -273120.375000 Penalty: 4056.187012
	Iteration 24Q: 3 clusters Score -273120.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -273122.937500 Penalty: 4056.187012
	Iteration 25Q: 3 clusters Score -273122.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -273124.875000 Penalty: 4056.187012
	Iteration 26Q: 3 clusters Score -273124.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -273126.406250 Penalty: 4056.187012
	Iteration 27Q: 3 clusters Score -273126.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -273130.375000 Penalty: 4056.187012
	Iteration 28Q: 3 clusters Score -273130.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -273132.406250 Penalty: 4056.187012
	Iteration 29Q: 3 clusters Score -273132.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -273132.718750 Penalty: 4056.187012
	Iteration 30Q: 3 clusters Score -273132.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -273134.375000 Penalty: 4056.187012
	Iteration 31Q: 3 clusters Score -273134.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -273134.375000 Penalty: 4056.187012
	Iteration 32F: 3 clusters Score -273134.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (92366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92366 members 
Entering Unmasked Estep 
Score: -7418568.000000 Penalty: 2835.511719
	Iteration 0F: 2 clusters Score -7418568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46374 members 
Mstep: Class 2 contains 45992 members 
Entering Unmasked Estep 
Score: -7356496.500000 Penalty: 5671.023438
	Iteration 0F: 3 clusters Score -7356496 nChanged 43675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49123 members 
Mstep: Class 2 contains 43243 members 
Entering Unmasked Estep 
Score: -7381952.000000 Penalty: 5671.023438
	Iteration 1F: 3 clusters Score -7381952 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50813 members 
Mstep: Class 2 contains 41553 members 
Entering Unmasked Estep 
Score: -7382945.500000 Penalty: 5671.023438
	Iteration 2Q: 3 clusters Score -7382946 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53324 members 
Mstep: Class 2 contains 39042 members 
Entering Unmasked Estep 
Score: -7384266.500000 Penalty: 5671.023438
	Iteration 3Q: 3 clusters Score -7384266 nChanged 4446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56892 members 
Mstep: Class 2 contains 35474 members 
Entering Unmasked Estep 
Score: -7386256.500000 Penalty: 5671.023438
	Iteration 4Q: 3 clusters Score -7386256 nChanged 5394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61778 members 
Mstep: Class 2 contains 30588 members 
Entering Unmasked Estep 
Score: -7389395.000000 Penalty: 5671.023438
	Iteration 5F: 3 clusters Score -7389395 nChanged 6487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68043 members 
Mstep: Class 2 contains 24323 members 
Entering Unmasked Estep 
Score: -7394174.500000 Penalty: 5671.023438
	Iteration 6F: 3 clusters Score -7394174 nChanged 7078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75043 members 
Mstep: Class 2 contains 17323 members 
Entering Unmasked Estep 
Score: -7400163.500000 Penalty: 5671.023438
	Iteration 7F: 3 clusters Score -7400164 nChanged 6528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81571 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -7406342.500000 Penalty: 5671.023438
	Iteration 8F: 3 clusters Score -7406342 nChanged 4829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86396 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -7411005.000000 Penalty: 5671.023438
	Iteration 9F: 3 clusters Score -7411005 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89185 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -7413654.500000 Penalty: 5671.023438
	Iteration 10Q: 3 clusters Score -7413654 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90527 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -7414853.000000 Penalty: 5671.023438
	Iteration 11Q: 3 clusters Score -7414853 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91126 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -7415424.500000 Penalty: 5671.023438
	Iteration 12Q: 3 clusters Score -7415424 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91424 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -7415709.500000 Penalty: 5671.023438
	Iteration 13Q: 3 clusters Score -7415710 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91582 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -7415859.000000 Penalty: 5671.023438
	Iteration 14Q: 3 clusters Score -7415859 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91673 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -7415935.500000 Penalty: 5671.023438
	Iteration 15Q: 3 clusters Score -7415936 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91728 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -7416003.500000 Penalty: 5671.023438
	Iteration 16Q: 3 clusters Score -7416004 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91763 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -7416040.000000 Penalty: 5671.023438
	Iteration 17Q: 3 clusters Score -7416040 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91783 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -7416059.000000 Penalty: 5671.023438
	Iteration 18Q: 3 clusters Score -7416059 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91801 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -7416076.500000 Penalty: 5671.023438
	Iteration 19Q: 3 clusters Score -7416076 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91818 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -7416088.500000 Penalty: 5671.023438
	Iteration 20F: 3 clusters Score -7416088 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91835 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -7416110.000000 Penalty: 5671.023438
	Iteration 21Q: 3 clusters Score -7416110 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91840 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -7416117.500000 Penalty: 5671.023438
	Iteration 22Q: 3 clusters Score -7416118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91842 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -7416123.500000 Penalty: 5671.023438
	Iteration 23Q: 3 clusters Score -7416124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91848 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -7416138.000000 Penalty: 5671.023438
	Iteration 24Q: 3 clusters Score -7416138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91849 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -7416139.000000 Penalty: 5671.023438
	Iteration 25Q: 3 clusters Score -7416139 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91853 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -7416150.500000 Penalty: 5671.023438
	Iteration 26Q: 3 clusters Score -7416150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91854 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -7416146.000000 Penalty: 5671.023438
	Iteration 27Q: 3 clusters Score -7416146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91855 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -7416145.000000 Penalty: 5671.023438
	Iteration 28Q: 3 clusters Score -7416145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91856 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -7416144.000000 Penalty: 5671.023438
	Iteration 29Q: 3 clusters Score -7416144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91857 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -7416147.500000 Penalty: 5671.023438
	Iteration 30Q: 3 clusters Score -7416148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91859 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -7416152.000000 Penalty: 5671.023438
	Iteration 31Q: 3 clusters Score -7416152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91861 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -7416147.500000 Penalty: 5671.023438
	Iteration 32Q: 3 clusters Score -7416148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91863 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -7416151.000000 Penalty: 5671.023438
	Iteration 33Q: 3 clusters Score -7416151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91864 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -7416149.000000 Penalty: 5671.023438
	Iteration 34Q: 3 clusters Score -7416149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91863 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -7416147.000000 Penalty: 5671.023438
	Iteration 35Q: 3 clusters Score -7416147 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91862 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -7416148.500000 Penalty: 5671.023438
	Iteration 36Q: 3 clusters Score -7416148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91862 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -7416148.500000 Penalty: 5671.023438
	Iteration 37F: 3 clusters Score -7416148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (154023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154023 members 
Entering Unmasked Estep 
Score: -12333401.000000 Penalty: 2962.324707
	Iteration 0F: 2 clusters Score -1.23334e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76933 members 
Mstep: Class 2 contains 77090 members 
Entering Unmasked Estep 
Score: -12230200.000000 Penalty: 5924.649414
	Iteration 0F: 3 clusters Score -1.22302e+07 nChanged 73768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73037 members 
Mstep: Class 2 contains 80986 members 
Entering Unmasked Estep 
Score: -12273726.000000 Penalty: 5924.649414
	Iteration 1F: 3 clusters Score -1.227373e+07 nChanged 5545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70512 members 
Mstep: Class 2 contains 83511 members 
Entering Unmasked Estep 
Score: -12275442.000000 Penalty: 5924.649414
	Iteration 2Q: 3 clusters Score -1.227544e+07 nChanged 6433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66669 members 
Mstep: Class 2 contains 87354 members 
Entering Unmasked Estep 
Score: -12277806.000000 Penalty: 5924.649414
	Iteration 3Q: 3 clusters Score -1.227781e+07 nChanged 8071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60794 members 
Mstep: Class 2 contains 93229 members 
Entering Unmasked Estep 
Score: -12281666.000000 Penalty: 5924.649414
	Iteration 4F: 3 clusters Score -1.228167e+07 nChanged 10168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52670 members 
Mstep: Class 2 contains 101353 members 
Entering Unmasked Estep 
Score: -12288122.000000 Penalty: 5924.649414
	Iteration 5F: 3 clusters Score -1.228812e+07 nChanged 12159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42447 members 
Mstep: Class 2 contains 111576 members 
Entering Unmasked Estep 
Score: -12297347.000000 Penalty: 5924.649414
	Iteration 6F: 3 clusters Score -1.229735e+07 nChanged 12516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31623 members 
Mstep: Class 2 contains 122400 members 
Entering Unmasked Estep 
Score: -12307704.000000 Penalty: 5924.649414
	Iteration 7F: 3 clusters Score -1.23077e+07 nChanged 10054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22647 members 
Mstep: Class 2 contains 131376 members 
Entering Unmasked Estep 
Score: -12315422.000000 Penalty: 5924.649414
	Iteration 8F: 3 clusters Score -1.231542e+07 nChanged 7128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15961 members 
Mstep: Class 2 contains 138062 members 
Entering Unmasked Estep 
Score: -12320367.000000 Penalty: 5924.649414
	Iteration 9Q: 3 clusters Score -1.232037e+07 nChanged 5012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 142972 members 
Entering Unmasked Estep 
Score: -12323841.000000 Penalty: 5924.649414
	Iteration 10Q: 3 clusters Score -1.232384e+07 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 146480 members 
Entering Unmasked Estep 
Score: -12326069.000000 Penalty: 5924.649414
	Iteration 11Q: 3 clusters Score -1.232607e+07 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 148942 members 
Entering Unmasked Estep 
Score: -12327753.000000 Penalty: 5924.649414
	Iteration 12Q: 3 clusters Score -1.232775e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 150573 members 
Entering Unmasked Estep 
Score: -12328776.000000 Penalty: 5924.649414
	Iteration 13Q: 3 clusters Score -1.232878e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 151664 members 
Entering Unmasked Estep 
Score: -12329565.000000 Penalty: 5924.649414
	Iteration 14Q: 3 clusters Score -1.232956e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 152336 members 
Entering Unmasked Estep 
Score: -12329990.000000 Penalty: 5924.649414
	Iteration 15Q: 3 clusters Score -1.232999e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 152734 members 
Entering Unmasked Estep 
Score: -12330242.000000 Penalty: 5924.649414
	Iteration 16Q: 3 clusters Score -1.233024e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 152965 members 
Entering Unmasked Estep 
Score: -12330468.000000 Penalty: 5924.649414
	Iteration 17Q: 3 clusters Score -1.233047e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 153100 members 
Entering Unmasked Estep 
Score: -12330568.000000 Penalty: 5924.649414
	Iteration 18Q: 3 clusters Score -1.233057e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 153186 members 
Entering Unmasked Estep 
Score: -12330669.000000 Penalty: 5924.649414
	Iteration 19Q: 3 clusters Score -1.233067e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 153249 members 
Entering Unmasked Estep 
Score: -12330711.000000 Penalty: 5924.649414
	Iteration 20F: 3 clusters Score -1.233071e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 153288 members 
Entering Unmasked Estep 
Score: -12330766.000000 Penalty: 5924.649414
	Iteration 21Q: 3 clusters Score -1.233077e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 153317 members 
Entering Unmasked Estep 
Score: -12330787.000000 Penalty: 5924.649414
	Iteration 22Q: 3 clusters Score -1.233079e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 153343 members 
Entering Unmasked Estep 
Score: -12330799.000000 Penalty: 5924.649414
	Iteration 23Q: 3 clusters Score -1.23308e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 153359 members 
Entering Unmasked Estep 
Score: -12330828.000000 Penalty: 5924.649414
	Iteration 24Q: 3 clusters Score -1.233083e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 153372 members 
Entering Unmasked Estep 
Score: -12330831.000000 Penalty: 5924.649414
	Iteration 25Q: 3 clusters Score -1.233083e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 153386 members 
Entering Unmasked Estep 
Score: -12330862.000000 Penalty: 5924.649414
	Iteration 26Q: 3 clusters Score -1.233086e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 153395 members 
Entering Unmasked Estep 
Score: -12330861.000000 Penalty: 5924.649414
	Iteration 27Q: 3 clusters Score -1.233086e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 153402 members 
Entering Unmasked Estep 
Score: -12330860.000000 Penalty: 5924.649414
	Iteration 28Q: 3 clusters Score -1.233086e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 153405 members 
Entering Unmasked Estep 
Score: -12330859.000000 Penalty: 5924.649414
	Iteration 29Q: 3 clusters Score -1.233086e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 153406 members 
Entering Unmasked Estep 
Score: -12330853.000000 Penalty: 5924.649414
	Iteration 30Q: 3 clusters Score -1.233085e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 153406 members 
Entering Unmasked Estep 
Score: -12330853.000000 Penalty: 5924.649414
	Iteration 31F: 3 clusters Score -1.233085e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Entering Unmasked Estep 
Score: -661165.812500 Penalty: 2246.587402
	Iteration 0F: 2 clusters Score -661165.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -654424.687500 Penalty: 4493.174805
	Iteration 0F: 3 clusters Score -654424.7 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -656506.125000 Penalty: 4493.174805
	Iteration 1F: 3 clusters Score -656506.1 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -656970.187500 Penalty: 4493.174805
	Iteration 2F: 3 clusters Score -656970.2 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -657418.812500 Penalty: 4493.174805
	Iteration 3F: 3 clusters Score -657418.8 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -657860.250000 Penalty: 4493.174805
	Iteration 4F: 3 clusters Score -657860.2 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -658239.187500 Penalty: 4493.174805
	Iteration 5F: 3 clusters Score -658239.2 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -658523.750000 Penalty: 4493.174805
	Iteration 6Q: 3 clusters Score -658523.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -658710.687500 Penalty: 4493.174805
	Iteration 7Q: 3 clusters Score -658710.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -658825.312500 Penalty: 4493.174805
	Iteration 8Q: 3 clusters Score -658825.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -658900.062500 Penalty: 4493.174805
	Iteration 9Q: 3 clusters Score -658900.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -658967.812500 Penalty: 4493.174805
	Iteration 10Q: 3 clusters Score -658967.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -659036.437500 Penalty: 4493.174805
	Iteration 11Q: 3 clusters Score -659036.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -659092.562500 Penalty: 4493.174805
	Iteration 12Q: 3 clusters Score -659092.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -659131.187500 Penalty: 4493.174805
	Iteration 13Q: 3 clusters Score -659131.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -659172.875000 Penalty: 4493.174805
	Iteration 14Q: 3 clusters Score -659172.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -659214.937500 Penalty: 4493.174805
	Iteration 15Q: 3 clusters Score -659214.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -659255.625000 Penalty: 4493.174805
	Iteration 16Q: 3 clusters Score -659255.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -659300.750000 Penalty: 4493.174805
	Iteration 17Q: 3 clusters Score -659300.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -659346.812500 Penalty: 4493.174805
	Iteration 18Q: 3 clusters Score -659346.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -659420.000000 Penalty: 4493.174805
	Iteration 19Q: 3 clusters Score -659420 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -659511.875000 Penalty: 4493.174805
	Iteration 20F: 3 clusters Score -659511.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -659689.937500 Penalty: 4493.174805
	Iteration 21Q: 3 clusters Score -659689.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -659948.437500 Penalty: 4493.174805
	Iteration 22Q: 3 clusters Score -659948.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -660140.812500 Penalty: 4493.174805
	Iteration 23Q: 3 clusters Score -660140.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -660231.687500 Penalty: 4493.174805
	Iteration 24Q: 3 clusters Score -660231.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -660276.625000 Penalty: 4493.174805
	Iteration 25Q: 3 clusters Score -660276.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -660304.187500 Penalty: 4493.174805
	Iteration 26Q: 3 clusters Score -660304.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -660315.562500 Penalty: 4493.174805
	Iteration 27Q: 3 clusters Score -660315.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -660327.562500 Penalty: 4493.174805
	Iteration 28Q: 3 clusters Score -660327.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -660334.750000 Penalty: 4493.174805
	Iteration 29Q: 3 clusters Score -660334.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -660340.187500 Penalty: 4493.174805
	Iteration 30Q: 3 clusters Score -660340.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -660342.937500 Penalty: 4493.174805
	Iteration 31Q: 3 clusters Score -660342.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -660344.312500 Penalty: 4493.174805
	Iteration 32Q: 3 clusters Score -660344.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -660347.312500 Penalty: 4493.174805
	Iteration 33Q: 3 clusters Score -660347.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -660347.187500 Penalty: 4493.174805
	Iteration 34Q: 3 clusters Score -660347.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -660349.875000 Penalty: 4493.174805
	Iteration 35Q: 3 clusters Score -660349.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -660350.812500 Penalty: 4493.174805
	Iteration 36Q: 3 clusters Score -660350.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -660351.937500 Penalty: 4493.174805
	Iteration 37Q: 3 clusters Score -660351.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -660353.750000 Penalty: 4493.174805
	Iteration 38Q: 3 clusters Score -660353.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -660353.625000 Penalty: 4493.174805
	Iteration 39Q: 3 clusters Score -660353.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -660353.687500 Penalty: 4493.174805
	Iteration 40F: 3 clusters Score -660353.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -660353.125000 Penalty: 4493.174805
	Iteration 41Q: 3 clusters Score -660353.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -660355.500000 Penalty: 4493.174805
	Iteration 42Q: 3 clusters Score -660355.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -660358.750000 Penalty: 4493.174805
	Iteration 43Q: 3 clusters Score -660358.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -660359.000000 Penalty: 4493.174805
	Iteration 44Q: 3 clusters Score -660359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -660360.312500 Penalty: 4493.174805
	Iteration 45Q: 3 clusters Score -660360.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -660359.625000 Penalty: 4493.174805
	Iteration 46Q: 3 clusters Score -660359.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -660361.187500 Penalty: 4493.174805
	Iteration 47Q: 3 clusters Score -660361.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -660360.250000 Penalty: 4493.174805
	Iteration 48Q: 3 clusters Score -660360.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -660361.062500 Penalty: 4493.174805
	Iteration 49Q: 3 clusters Score -660361.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -660361.500000 Penalty: 4493.174805
	Iteration 50Q: 3 clusters Score -660361.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -660363.437500 Penalty: 4493.174805
	Iteration 51Q: 3 clusters Score -660363.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -660363.187500 Penalty: 4493.174805
	Iteration 52Q: 3 clusters Score -660363.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -660362.875000 Penalty: 4493.174805
	Iteration 53Q: 3 clusters Score -660362.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -660362.875000 Penalty: 4493.174805
	Iteration 54F: 3 clusters Score -660362.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Entering Unmasked Estep 
Score: -640797.937500 Penalty: 2240.303955
	Iteration 0F: 2 clusters Score -640797.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -634173.312500 Penalty: 4480.607910
	Iteration 0F: 3 clusters Score -634173.3 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -636503.687500 Penalty: 4480.607910
	Iteration 1F: 3 clusters Score -636503.7 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -637328.125000 Penalty: 4480.607910
	Iteration 2F: 3 clusters Score -637328.1 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -637942.562500 Penalty: 4480.607910
	Iteration 3F: 3 clusters Score -637942.6 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -638467.250000 Penalty: 4480.607910
	Iteration 4F: 3 clusters Score -638467.2 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -638906.312500 Penalty: 4480.607910
	Iteration 5F: 3 clusters Score -638906.3 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -639298.875000 Penalty: 4480.607910
	Iteration 6F: 3 clusters Score -639298.9 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -639610.625000 Penalty: 4480.607910
	Iteration 7Q: 3 clusters Score -639610.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -639832.562500 Penalty: 4480.607910
	Iteration 8Q: 3 clusters Score -639832.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -639983.875000 Penalty: 4480.607910
	Iteration 9Q: 3 clusters Score -639983.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -640085.562500 Penalty: 4480.607910
	Iteration 10Q: 3 clusters Score -640085.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -640165.625000 Penalty: 4480.607910
	Iteration 11Q: 3 clusters Score -640165.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -640218.687500 Penalty: 4480.607910
	Iteration 12Q: 3 clusters Score -640218.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -640251.125000 Penalty: 4480.607910
	Iteration 13Q: 3 clusters Score -640251.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -640273.187500 Penalty: 4480.607910
	Iteration 14Q: 3 clusters Score -640273.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -640288.875000 Penalty: 4480.607910
	Iteration 15Q: 3 clusters Score -640288.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -640302.375000 Penalty: 4480.607910
	Iteration 16Q: 3 clusters Score -640302.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -640312.875000 Penalty: 4480.607910
	Iteration 17Q: 3 clusters Score -640312.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -640321.375000 Penalty: 4480.607910
	Iteration 18Q: 3 clusters Score -640321.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -640327.750000 Penalty: 4480.607910
	Iteration 19Q: 3 clusters Score -640327.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -640329.125000 Penalty: 4480.607910
	Iteration 20F: 3 clusters Score -640329.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -640331.937500 Penalty: 4480.607910
	Iteration 21Q: 3 clusters Score -640331.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -640332.500000 Penalty: 4480.607910
	Iteration 22Q: 3 clusters Score -640332.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -640332.187500 Penalty: 4480.607910
	Iteration 23Q: 3 clusters Score -640332.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -640332.875000 Penalty: 4480.607910
	Iteration 24Q: 3 clusters Score -640332.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -640333.625000 Penalty: 4480.607910
	Iteration 25Q: 3 clusters Score -640333.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -640338.687500 Penalty: 4480.607910
	Iteration 26Q: 3 clusters Score -640338.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -640341.062500 Penalty: 4480.607910
	Iteration 27Q: 3 clusters Score -640341.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -640342.312500 Penalty: 4480.607910
	Iteration 28Q: 3 clusters Score -640342.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -640345.125000 Penalty: 4480.607910
	Iteration 29Q: 3 clusters Score -640345.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -640345.250000 Penalty: 4480.607910
	Iteration 30Q: 3 clusters Score -640345.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -640345.250000 Penalty: 4480.607910
	Iteration 31F: 3 clusters Score -640345.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (75825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75825 members 
Entering Unmasked Estep 
Score: -6158532.000000 Penalty: 2786.573486
	Iteration 0F: 2 clusters Score -6158532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37823 members 
Mstep: Class 2 contains 38002 members 
Entering Unmasked Estep 
Score: -6107835.500000 Penalty: 5573.146973
	Iteration 0F: 3 clusters Score -6107836 nChanged 35500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36869 members 
Mstep: Class 2 contains 38956 members 
Entering Unmasked Estep 
Score: -6127601.000000 Penalty: 5573.146973
	Iteration 1F: 3 clusters Score -6127601 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36320 members 
Mstep: Class 2 contains 39505 members 
Entering Unmasked Estep 
Score: -6128063.000000 Penalty: 5573.146973
	Iteration 2Q: 3 clusters Score -6128063 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35443 members 
Mstep: Class 2 contains 40382 members 
Entering Unmasked Estep 
Score: -6128568.500000 Penalty: 5573.146973
	Iteration 3Q: 3 clusters Score -6128568 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34137 members 
Mstep: Class 2 contains 41688 members 
Entering Unmasked Estep 
Score: -6129241.000000 Penalty: 5573.146973
	Iteration 4Q: 3 clusters Score -6129241 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32198 members 
Mstep: Class 2 contains 43627 members 
Entering Unmasked Estep 
Score: -6130123.500000 Penalty: 5573.146973
	Iteration 5Q: 3 clusters Score -6130124 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29457 members 
Mstep: Class 2 contains 46368 members 
Entering Unmasked Estep 
Score: -6131507.000000 Penalty: 5573.146973
	Iteration 6Q: 3 clusters Score -6131507 nChanged 4011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25748 members 
Mstep: Class 2 contains 50077 members 
Entering Unmasked Estep 
Score: -6133734.500000 Penalty: 5573.146973
	Iteration 7F: 3 clusters Score -6133734 nChanged 5014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20868 members 
Mstep: Class 2 contains 54957 members 
Entering Unmasked Estep 
Score: -6137354.000000 Penalty: 5573.146973
	Iteration 8F: 3 clusters Score -6137354 nChanged 5763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 60632 members 
Entering Unmasked Estep 
Score: -6142388.000000 Penalty: 5573.146973
	Iteration 9F: 3 clusters Score -6142388 nChanged 5566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 66170 members 
Entering Unmasked Estep 
Score: -6147564.000000 Penalty: 5573.146973
	Iteration 10F: 3 clusters Score -6147564 nChanged 4164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 70310 members 
Entering Unmasked Estep 
Score: -6151566.500000 Penalty: 5573.146973
	Iteration 11F: 3 clusters Score -6151566 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 72749 members 
Entering Unmasked Estep 
Score: -6153865.000000 Penalty: 5573.146973
	Iteration 12Q: 3 clusters Score -6153865 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 73971 members 
Entering Unmasked Estep 
Score: -6155027.000000 Penalty: 5573.146973
	Iteration 13Q: 3 clusters Score -6155027 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 74518 members 
Entering Unmasked Estep 
Score: -6155534.500000 Penalty: 5573.146973
	Iteration 14Q: 3 clusters Score -6155534 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 74790 members 
Entering Unmasked Estep 
Score: -6155820.500000 Penalty: 5573.146973
	Iteration 15Q: 3 clusters Score -6155820 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 74949 members 
Entering Unmasked Estep 
Score: -6155991.000000 Penalty: 5573.146973
	Iteration 16Q: 3 clusters Score -6155991 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 75056 members 
Entering Unmasked Estep 
Score: -6156103.500000 Penalty: 5573.146973
	Iteration 17Q: 3 clusters Score -6156104 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 75116 members 
Entering Unmasked Estep 
Score: -6156141.500000 Penalty: 5573.146973
	Iteration 18Q: 3 clusters Score -6156142 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 75145 members 
Entering Unmasked Estep 
Score: -6156164.500000 Penalty: 5573.146973
	Iteration 19Q: 3 clusters Score -6156164 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 75170 members 
Entering Unmasked Estep 
Score: -6156182.500000 Penalty: 5573.146973
	Iteration 20F: 3 clusters Score -6156182 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 75186 members 
Entering Unmasked Estep 
Score: -6156195.000000 Penalty: 5573.146973
	Iteration 21Q: 3 clusters Score -6156195 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 75197 members 
Entering Unmasked Estep 
Score: -6156208.000000 Penalty: 5573.146973
	Iteration 22Q: 3 clusters Score -6156208 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 75202 members 
Entering Unmasked Estep 
Score: -6156215.000000 Penalty: 5573.146973
	Iteration 23Q: 3 clusters Score -6156215 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 75207 members 
Entering Unmasked Estep 
Score: -6156220.000000 Penalty: 5573.146973
	Iteration 24Q: 3 clusters Score -6156220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 75207 members 
Entering Unmasked Estep 
Score: -6156221.500000 Penalty: 5573.146973
	Iteration 25Q: 3 clusters Score -6156222 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 75214 members 
Entering Unmasked Estep 
Score: -6156234.500000 Penalty: 5573.146973
	Iteration 26Q: 3 clusters Score -6156234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 75218 members 
Entering Unmasked Estep 
Score: -6156236.500000 Penalty: 5573.146973
	Iteration 27Q: 3 clusters Score -6156236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 75220 members 
Entering Unmasked Estep 
Score: -6156244.000000 Penalty: 5573.146973
	Iteration 28Q: 3 clusters Score -6156244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 75222 members 
Entering Unmasked Estep 
Score: -6156241.500000 Penalty: 5573.146973
	Iteration 29Q: 3 clusters Score -6156242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 75220 members 
Entering Unmasked Estep 
Score: -6156249.500000 Penalty: 5573.146973
	Iteration 30Q: 3 clusters Score -6156250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 75219 members 
Entering Unmasked Estep 
Score: -6156246.000000 Penalty: 5573.146973
	Iteration 31Q: 3 clusters Score -6156246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 75221 members 
Entering Unmasked Estep 
Score: -6156246.000000 Penalty: 5573.146973
	Iteration 32Q: 3 clusters Score -6156246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 75222 members 
Entering Unmasked Estep 
Score: -6156246.000000 Penalty: 5573.146973
	Iteration 33Q: 3 clusters Score -6156246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 75224 members 
Entering Unmasked Estep 
Score: -6156245.000000 Penalty: 5573.146973
	Iteration 34Q: 3 clusters Score -6156245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 75223 members 
Entering Unmasked Estep 
Score: -6156245.500000 Penalty: 5573.146973
	Iteration 35Q: 3 clusters Score -6156246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 75223 members 
Entering Unmasked Estep 
Score: -6156245.500000 Penalty: 5573.146973
	Iteration 36F: 3 clusters Score -6156246 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (63978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63978 members 
Entering Unmasked Estep 
Score: -5176890.500000 Penalty: 2744.441162
	Iteration 0F: 2 clusters Score -5176890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31947 members 
Mstep: Class 2 contains 32031 members 
Entering Unmasked Estep 
Score: -5133772.500000 Penalty: 5488.882324
	Iteration 0F: 3 clusters Score -5133772 nChanged 29971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31410 members 
Mstep: Class 2 contains 32568 members 
Entering Unmasked Estep 
Score: -5150488.000000 Penalty: 5488.882324
	Iteration 1F: 3 clusters Score -5150488 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31225 members 
Mstep: Class 2 contains 32753 members 
Entering Unmasked Estep 
Score: -5151033.500000 Penalty: 5488.882324
	Iteration 2Q: 3 clusters Score -5151034 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30960 members 
Mstep: Class 2 contains 33018 members 
Entering Unmasked Estep 
Score: -5151535.500000 Penalty: 5488.882324
	Iteration 3Q: 3 clusters Score -5151536 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30646 members 
Mstep: Class 2 contains 33332 members 
Entering Unmasked Estep 
Score: -5152073.000000 Penalty: 5488.882324
	Iteration 4Q: 3 clusters Score -5152073 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30357 members 
Mstep: Class 2 contains 33621 members 
Entering Unmasked Estep 
Score: -5152567.500000 Penalty: 5488.882324
	Iteration 5Q: 3 clusters Score -5152568 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29943 members 
Mstep: Class 2 contains 34035 members 
Entering Unmasked Estep 
Score: -5153245.000000 Penalty: 5488.882324
	Iteration 6Q: 3 clusters Score -5153245 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29448 members 
Mstep: Class 2 contains 34530 members 
Entering Unmasked Estep 
Score: -5154064.000000 Penalty: 5488.882324
	Iteration 7Q: 3 clusters Score -5154064 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28740 members 
Mstep: Class 2 contains 35238 members 
Entering Unmasked Estep 
Score: -5155298.500000 Penalty: 5488.882324
	Iteration 8Q: 3 clusters Score -5155298 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27948 members 
Mstep: Class 2 contains 36030 members 
Entering Unmasked Estep 
Score: -5156972.000000 Penalty: 5488.882324
	Iteration 9Q: 3 clusters Score -5156972 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27027 members 
Mstep: Class 2 contains 36951 members 
Entering Unmasked Estep 
Score: -5159168.000000 Penalty: 5488.882324
	Iteration 10F: 3 clusters Score -5159168 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26146 members 
Mstep: Class 2 contains 37832 members 
Entering Unmasked Estep 
Score: -5161526.500000 Penalty: 5488.882324
	Iteration 11F: 3 clusters Score -5161526 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25406 members 
Mstep: Class 2 contains 38572 members 
Entering Unmasked Estep 
Score: -5163280.500000 Penalty: 5488.882324
	Iteration 12F: 3 clusters Score -5163280 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24734 members 
Mstep: Class 2 contains 39244 members 
Entering Unmasked Estep 
Score: -5164290.000000 Penalty: 5488.882324
	Iteration 13Q: 3 clusters Score -5164290 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24168 members 
Mstep: Class 2 contains 39810 members 
Entering Unmasked Estep 
Score: -5164824.500000 Penalty: 5488.882324
	Iteration 14Q: 3 clusters Score -5164824 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23681 members 
Mstep: Class 2 contains 40297 members 
Entering Unmasked Estep 
Score: -5165045.500000 Penalty: 5488.882324
	Iteration 15Q: 3 clusters Score -5165046 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23189 members 
Mstep: Class 2 contains 40789 members 
Entering Unmasked Estep 
Score: -5165254.000000 Penalty: 5488.882324
	Iteration 16Q: 3 clusters Score -5165254 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22735 members 
Mstep: Class 2 contains 41243 members 
Entering Unmasked Estep 
Score: -5165394.000000 Penalty: 5488.882324
	Iteration 17Q: 3 clusters Score -5165394 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22261 members 
Mstep: Class 2 contains 41717 members 
Entering Unmasked Estep 
Score: -5165511.500000 Penalty: 5488.882324
	Iteration 18Q: 3 clusters Score -5165512 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21745 members 
Mstep: Class 2 contains 42233 members 
Entering Unmasked Estep 
Score: -5165609.000000 Penalty: 5488.882324
	Iteration 19Q: 3 clusters Score -5165609 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21204 members 
Mstep: Class 2 contains 42774 members 
Entering Unmasked Estep 
Score: -5165727.000000 Penalty: 5488.882324
	Iteration 20F: 3 clusters Score -5165727 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20619 members 
Mstep: Class 2 contains 43359 members 
Entering Unmasked Estep 
Score: -5165849.500000 Penalty: 5488.882324
	Iteration 21Q: 3 clusters Score -5165850 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19989 members 
Mstep: Class 2 contains 43989 members 
Entering Unmasked Estep 
Score: -5166015.500000 Penalty: 5488.882324
	Iteration 22Q: 3 clusters Score -5166016 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19320 members 
Mstep: Class 2 contains 44658 members 
Entering Unmasked Estep 
Score: -5166196.000000 Penalty: 5488.882324
	Iteration 23Q: 3 clusters Score -5166196 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18652 members 
Mstep: Class 2 contains 45326 members 
Entering Unmasked Estep 
Score: -5166355.500000 Penalty: 5488.882324
	Iteration 24Q: 3 clusters Score -5166356 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 46060 members 
Entering Unmasked Estep 
Score: -5166545.500000 Penalty: 5488.882324
	Iteration 25Q: 3 clusters Score -5166546 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17123 members 
Mstep: Class 2 contains 46855 members 
Entering Unmasked Estep 
Score: -5166790.500000 Penalty: 5488.882324
	Iteration 26Q: 3 clusters Score -5166790 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 47679 members 
Entering Unmasked Estep 
Score: -5167008.000000 Penalty: 5488.882324
	Iteration 27Q: 3 clusters Score -5167008 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15478 members 
Mstep: Class 2 contains 48500 members 
Entering Unmasked Estep 
Score: -5167222.000000 Penalty: 5488.882324
	Iteration 28Q: 3 clusters Score -5167222 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 49386 members 
Entering Unmasked Estep 
Score: -5167478.500000 Penalty: 5488.882324
	Iteration 29Q: 3 clusters Score -5167478 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 50316 members 
Entering Unmasked Estep 
Score: -5167766.500000 Penalty: 5488.882324
	Iteration 30Q: 3 clusters Score -5167766 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 51264 members 
Entering Unmasked Estep 
Score: -5168065.500000 Penalty: 5488.882324
	Iteration 31Q: 3 clusters Score -5168066 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 52284 members 
Entering Unmasked Estep 
Score: -5168451.000000 Penalty: 5488.882324
	Iteration 32Q: 3 clusters Score -5168451 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 53386 members 
Entering Unmasked Estep 
Score: -5168946.500000 Penalty: 5488.882324
	Iteration 33Q: 3 clusters Score -5168946 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 54561 members 
Entering Unmasked Estep 
Score: -5169456.000000 Penalty: 5488.882324
	Iteration 34Q: 3 clusters Score -5169456 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 55760 members 
Entering Unmasked Estep 
Score: -5170040.000000 Penalty: 5488.882324
	Iteration 35Q: 3 clusters Score -5170040 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 56983 members 
Entering Unmasked Estep 
Score: -5170727.500000 Penalty: 5488.882324
	Iteration 36Q: 3 clusters Score -5170728 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 58134 members 
Entering Unmasked Estep 
Score: -5171336.000000 Penalty: 5488.882324
	Iteration 37Q: 3 clusters Score -5171336 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 59183 members 
Entering Unmasked Estep 
Score: -5171935.500000 Penalty: 5488.882324
	Iteration 38Q: 3 clusters Score -5171936 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 60144 members 
Entering Unmasked Estep 
Score: -5172508.000000 Penalty: 5488.882324
	Iteration 39Q: 3 clusters Score -5172508 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 60962 members 
Entering Unmasked Estep 
Score: -5172998.500000 Penalty: 5488.882324
	Iteration 40F: 3 clusters Score -5172998 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 61609 members 
Entering Unmasked Estep 
Score: -5173428.000000 Penalty: 5488.882324
	Iteration 41Q: 3 clusters Score -5173428 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 62098 members 
Entering Unmasked Estep 
Score: -5173739.000000 Penalty: 5488.882324
	Iteration 42Q: 3 clusters Score -5173739 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 62452 members 
Entering Unmasked Estep 
Score: -5173968.500000 Penalty: 5488.882324
	Iteration 43Q: 3 clusters Score -5173968 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 62706 members 
Entering Unmasked Estep 
Score: -5174119.000000 Penalty: 5488.882324
	Iteration 44Q: 3 clusters Score -5174119 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 62882 members 
Entering Unmasked Estep 
Score: -5174203.500000 Penalty: 5488.882324
	Iteration 45Q: 3 clusters Score -5174204 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 62979 members 
Entering Unmasked Estep 
Score: -5174255.000000 Penalty: 5488.882324
	Iteration 46Q: 3 clusters Score -5174255 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 63056 members 
Entering Unmasked Estep 
Score: -5174310.000000 Penalty: 5488.882324
	Iteration 47Q: 3 clusters Score -5174310 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 63130 members 
Entering Unmasked Estep 
Score: -5174369.000000 Penalty: 5488.882324
	Iteration 48Q: 3 clusters Score -5174369 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 63177 members 
Entering Unmasked Estep 
Score: -5174380.500000 Penalty: 5488.882324
	Iteration 49Q: 3 clusters Score -5174380 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 63212 members 
Entering Unmasked Estep 
Score: -5174413.500000 Penalty: 5488.882324
	Iteration 50Q: 3 clusters Score -5174414 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 63243 members 
Entering Unmasked Estep 
Score: -5174428.500000 Penalty: 5488.882324
	Iteration 51Q: 3 clusters Score -5174428 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 63262 members 
Entering Unmasked Estep 
Score: -5174440.500000 Penalty: 5488.882324
	Iteration 52Q: 3 clusters Score -5174440 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 63284 members 
Entering Unmasked Estep 
Score: -5174458.500000 Penalty: 5488.882324
	Iteration 53Q: 3 clusters Score -5174458 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 63298 members 
Entering Unmasked Estep 
Score: -5174477.000000 Penalty: 5488.882324
	Iteration 54Q: 3 clusters Score -5174477 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 63312 members 
Entering Unmasked Estep 
Score: -5174484.500000 Penalty: 5488.882324
	Iteration 55Q: 3 clusters Score -5174484 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 63322 members 
Entering Unmasked Estep 
Score: -5174488.500000 Penalty: 5488.882324
	Iteration 56Q: 3 clusters Score -5174488 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 63331 members 
Entering Unmasked Estep 
Score: -5174494.000000 Penalty: 5488.882324
	Iteration 57Q: 3 clusters Score -5174494 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 63339 members 
Entering Unmasked Estep 
Score: -5174500.000000 Penalty: 5488.882324
	Iteration 58Q: 3 clusters Score -5174500 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 63345 members 
Entering Unmasked Estep 
Score: -5174509.000000 Penalty: 5488.882324
	Iteration 59Q: 3 clusters Score -5174509 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 63350 members 
Entering Unmasked Estep 
Score: -5174517.000000 Penalty: 5488.882324
	Iteration 60F: 3 clusters Score -5174517 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 63354 members 
Entering Unmasked Estep 
Score: -5174512.500000 Penalty: 5488.882324
	Iteration 61Q: 3 clusters Score -5174512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 63358 members 
Entering Unmasked Estep 
Score: -5174516.000000 Penalty: 5488.882324
	Iteration 62Q: 3 clusters Score -5174516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 63362 members 
Entering Unmasked Estep 
Score: -5174520.500000 Penalty: 5488.882324
	Iteration 63Q: 3 clusters Score -5174520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 63363 members 
Entering Unmasked Estep 
Score: -5174521.000000 Penalty: 5488.882324
	Iteration 64Q: 3 clusters Score -5174521 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 63364 members 
Entering Unmasked Estep 
Score: -5174518.000000 Penalty: 5488.882324
	Iteration 65Q: 3 clusters Score -5174518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 63365 members 
Entering Unmasked Estep 
Score: -5174521.000000 Penalty: 5488.882324
	Iteration 66Q: 3 clusters Score -5174521 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 63365 members 
Entering Unmasked Estep 
Score: -5174521.000000 Penalty: 5488.882324
	Iteration 67F: 3 clusters Score -5174521 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Entering Unmasked Estep 
Score: -465930.500000 Penalty: 2170.836182
	Iteration 0F: 2 clusters Score -465930.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -460597.718750 Penalty: 4341.672363
	Iteration 0F: 3 clusters Score -460597.7 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -462037.250000 Penalty: 4341.672363
	Iteration 1F: 3 clusters Score -462037.2 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -462328.812500 Penalty: 4341.672363
	Iteration 2F: 3 clusters Score -462328.8 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -462601.031250 Penalty: 4341.672363
	Iteration 3F: 3 clusters Score -462601 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -462899.812500 Penalty: 4341.672363
	Iteration 4Q: 3 clusters Score -462899.8 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -463244.812500 Penalty: 4341.672363
	Iteration 5F: 3 clusters Score -463244.8 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -463581.750000 Penalty: 4341.672363
	Iteration 6F: 3 clusters Score -463581.8 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -463966.843750 Penalty: 4341.672363
	Iteration 7F: 3 clusters Score -463966.8 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -464350.312500 Penalty: 4341.672363
	Iteration 8F: 3 clusters Score -464350.3 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -464662.375000 Penalty: 4341.672363
	Iteration 9F: 3 clusters Score -464662.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -464884.000000 Penalty: 4341.672363
	Iteration 10Q: 3 clusters Score -464884 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -465036.687500 Penalty: 4341.672363
	Iteration 11Q: 3 clusters Score -465036.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -465125.125000 Penalty: 4341.672363
	Iteration 12Q: 3 clusters Score -465125.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -465194.906250 Penalty: 4341.672363
	Iteration 13Q: 3 clusters Score -465194.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -465236.406250 Penalty: 4341.672363
	Iteration 14Q: 3 clusters Score -465236.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -465272.000000 Penalty: 4341.672363
	Iteration 15Q: 3 clusters Score -465272 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -465296.500000 Penalty: 4341.672363
	Iteration 16Q: 3 clusters Score -465296.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -465315.125000 Penalty: 4341.672363
	Iteration 17Q: 3 clusters Score -465315.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -465333.187500 Penalty: 4341.672363
	Iteration 18Q: 3 clusters Score -465333.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -465340.406250 Penalty: 4341.672363
	Iteration 19Q: 3 clusters Score -465340.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -465347.343750 Penalty: 4341.672363
	Iteration 20F: 3 clusters Score -465347.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -465354.906250 Penalty: 4341.672363
	Iteration 21Q: 3 clusters Score -465354.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -465361.531250 Penalty: 4341.672363
	Iteration 22Q: 3 clusters Score -465361.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -465365.906250 Penalty: 4341.672363
	Iteration 23Q: 3 clusters Score -465365.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -465370.156250 Penalty: 4341.672363
	Iteration 24Q: 3 clusters Score -465370.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -465372.406250 Penalty: 4341.672363
	Iteration 25Q: 3 clusters Score -465372.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -465373.906250 Penalty: 4341.672363
	Iteration 26Q: 3 clusters Score -465373.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -465376.968750 Penalty: 4341.672363
	Iteration 27Q: 3 clusters Score -465377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -465377.218750 Penalty: 4341.672363
	Iteration 28Q: 3 clusters Score -465377.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -465378.000000 Penalty: 4341.672363
	Iteration 29Q: 3 clusters Score -465378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -465377.812500 Penalty: 4341.672363
	Iteration 30Q: 3 clusters Score -465377.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -465377.812500 Penalty: 4341.672363
	Iteration 31F: 3 clusters Score -465377.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (60128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60128 members 
Entering Unmasked Estep 
Score: -4676801.000000 Penalty: 2729.049072
	Iteration 0F: 2 clusters Score -4676801 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29980 members 
Mstep: Class 2 contains 30148 members 
Entering Unmasked Estep 
Score: -4636396.000000 Penalty: 5458.098145
	Iteration 0F: 3 clusters Score -4636396 nChanged 28023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28605 members 
Mstep: Class 2 contains 31523 members 
Entering Unmasked Estep 
Score: -4652338.500000 Penalty: 5458.098145
	Iteration 1F: 3 clusters Score -4652338 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27672 members 
Mstep: Class 2 contains 32456 members 
Entering Unmasked Estep 
Score: -4653352.500000 Penalty: 5458.098145
	Iteration 2Q: 3 clusters Score -4653352 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26393 members 
Mstep: Class 2 contains 33735 members 
Entering Unmasked Estep 
Score: -4654608.500000 Penalty: 5458.098145
	Iteration 3Q: 3 clusters Score -4654608 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24636 members 
Mstep: Class 2 contains 35492 members 
Entering Unmasked Estep 
Score: -4656406.500000 Penalty: 5458.098145
	Iteration 4F: 3 clusters Score -4656406 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22361 members 
Mstep: Class 2 contains 37767 members 
Entering Unmasked Estep 
Score: -4658797.500000 Penalty: 5458.098145
	Iteration 5F: 3 clusters Score -4658798 nChanged 4036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19971 members 
Mstep: Class 2 contains 40157 members 
Entering Unmasked Estep 
Score: -4661532.000000 Penalty: 5458.098145
	Iteration 6F: 3 clusters Score -4661532 nChanged 4009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Mstep: Class 2 contains 42396 members 
Entering Unmasked Estep 
Score: -4664325.500000 Penalty: 5458.098145
	Iteration 7F: 3 clusters Score -4664326 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 44390 members 
Entering Unmasked Estep 
Score: -4667128.500000 Penalty: 5458.098145
	Iteration 8F: 3 clusters Score -4667128 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 45877 members 
Entering Unmasked Estep 
Score: -4669873.500000 Penalty: 5458.098145
	Iteration 9F: 3 clusters Score -4669874 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 46741 members 
Entering Unmasked Estep 
Score: -4672449.000000 Penalty: 5458.098145
	Iteration 10Q: 3 clusters Score -4672449 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 47128 members 
Entering Unmasked Estep 
Score: -4674605.000000 Penalty: 5458.098145
	Iteration 11Q: 3 clusters Score -4674605 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 47305 members 
Entering Unmasked Estep 
Score: -4675785.000000 Penalty: 5458.098145
	Iteration 12Q: 3 clusters Score -4675785 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 47512 members 
Entering Unmasked Estep 
Score: -4676385.500000 Penalty: 5458.098145
	Iteration 13Q: 3 clusters Score -4676386 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 47779 members 
Entering Unmasked Estep 
Score: -4676787.500000 Penalty: 5458.098145
	Iteration 14Q: 3 clusters Score -4676788 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 48018 members 
Entering Unmasked Estep 
Score: -4677019.000000 Penalty: 5458.098145
	Iteration 15Q: 3 clusters Score -4677019 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 48228 members 
Entering Unmasked Estep 
Score: -4677157.500000 Penalty: 5458.098145
	Iteration 16Q: 3 clusters Score -4677158 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 48399 members 
Entering Unmasked Estep 
Score: -4677222.000000 Penalty: 5458.098145
	Iteration 17Q: 3 clusters Score -4677222 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 48578 members 
Entering Unmasked Estep 
Score: -4677268.500000 Penalty: 5458.098145
	Iteration 18Q: 3 clusters Score -4677268 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 48721 members 
Entering Unmasked Estep 
Score: -4677294.000000 Penalty: 5458.098145
	Iteration 19Q: 3 clusters Score -4677294 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 48812 members 
Entering Unmasked Estep 
Score: -4677310.500000 Penalty: 5458.098145
	Iteration 20F: 3 clusters Score -4677310 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 48897 members 
Entering Unmasked Estep 
Score: -4677318.000000 Penalty: 5458.098145
	Iteration 21Q: 3 clusters Score -4677318 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 48969 members 
Entering Unmasked Estep 
Score: -4677344.500000 Penalty: 5458.098145
	Iteration 22Q: 3 clusters Score -4677344 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 49025 members 
Entering Unmasked Estep 
Score: -4677342.000000 Penalty: 5458.098145
	Iteration 23Q: 3 clusters Score -4677342 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 49090 members 
Entering Unmasked Estep 
Score: -4677348.500000 Penalty: 5458.098145
	Iteration 24Q: 3 clusters Score -4677348 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 49138 members 
Entering Unmasked Estep 
Score: -4677346.000000 Penalty: 5458.098145
	Iteration 25Q: 3 clusters Score -4677346 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 49177 members 
Entering Unmasked Estep 
Score: -4677353.000000 Penalty: 5458.098145
	Iteration 26Q: 3 clusters Score -4677353 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 49208 members 
Entering Unmasked Estep 
Score: -4677360.500000 Penalty: 5458.098145
	Iteration 27Q: 3 clusters Score -4677360 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 49248 members 
Entering Unmasked Estep 
Score: -4677368.000000 Penalty: 5458.098145
	Iteration 28Q: 3 clusters Score -4677368 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 49285 members 
Entering Unmasked Estep 
Score: -4677371.000000 Penalty: 5458.098145
	Iteration 29Q: 3 clusters Score -4677371 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 49312 members 
Entering Unmasked Estep 
Score: -4677381.500000 Penalty: 5458.098145
	Iteration 30Q: 3 clusters Score -4677382 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 49326 members 
Entering Unmasked Estep 
Score: -4677382.500000 Penalty: 5458.098145
	Iteration 31Q: 3 clusters Score -4677382 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 49341 members 
Entering Unmasked Estep 
Score: -4677379.500000 Penalty: 5458.098145
	Iteration 32Q: 3 clusters Score -4677380 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 49356 members 
Entering Unmasked Estep 
Score: -4677379.000000 Penalty: 5458.098145
	Iteration 33Q: 3 clusters Score -4677379 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 49371 members 
Entering Unmasked Estep 
Score: -4677375.500000 Penalty: 5458.098145
	Iteration 34Q: 3 clusters Score -4677376 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 49384 members 
Entering Unmasked Estep 
Score: -4677374.000000 Penalty: 5458.098145
	Iteration 35Q: 3 clusters Score -4677374 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 49394 members 
Entering Unmasked Estep 
Score: -4677379.500000 Penalty: 5458.098145
	Iteration 36Q: 3 clusters Score -4677380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 49403 members 
Entering Unmasked Estep 
Score: -4677369.500000 Penalty: 5458.098145
	Iteration 37Q: 3 clusters Score -4677370 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 49412 members 
Entering Unmasked Estep 
Score: -4677379.500000 Penalty: 5458.098145
	Iteration 38Q: 3 clusters Score -4677380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 49416 members 
Entering Unmasked Estep 
Score: -4677380.000000 Penalty: 5458.098145
	Iteration 39Q: 3 clusters Score -4677380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 49420 members 
Entering Unmasked Estep 
Score: -4677383.500000 Penalty: 5458.098145
	Iteration 40F: 3 clusters Score -4677384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 49424 members 
Entering Unmasked Estep 
Score: -4677381.500000 Penalty: 5458.098145
	Iteration 41Q: 3 clusters Score -4677382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 49428 members 
Entering Unmasked Estep 
Score: -4677379.000000 Penalty: 5458.098145
	Iteration 42Q: 3 clusters Score -4677379 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 49432 members 
Entering Unmasked Estep 
Score: -4677376.000000 Penalty: 5458.098145
	Iteration 43Q: 3 clusters Score -4677376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 49435 members 
Entering Unmasked Estep 
Score: -4677374.500000 Penalty: 5458.098145
	Iteration 44Q: 3 clusters Score -4677374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 49443 members 
Entering Unmasked Estep 
Score: -4677369.500000 Penalty: 5458.098145
	Iteration 45Q: 3 clusters Score -4677370 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 49453 members 
Entering Unmasked Estep 
Score: -4677376.000000 Penalty: 5458.098145
	Iteration 46Q: 3 clusters Score -4677376 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 49467 members 
Entering Unmasked Estep 
Score: -4677379.500000 Penalty: 5458.098145
	Iteration 47Q: 3 clusters Score -4677380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 49477 members 
Entering Unmasked Estep 
Score: -4677381.000000 Penalty: 5458.098145
	Iteration 48Q: 3 clusters Score -4677381 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 49482 members 
Entering Unmasked Estep 
Score: -4677383.500000 Penalty: 5458.098145
	Iteration 49Q: 3 clusters Score -4677384 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 49491 members 
Entering Unmasked Estep 
Score: -4677384.000000 Penalty: 5458.098145
	Iteration 50Q: 3 clusters Score -4677384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 49498 members 
Entering Unmasked Estep 
Score: -4677383.500000 Penalty: 5458.098145
	Iteration 51Q: 3 clusters Score -4677384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 49504 members 
Entering Unmasked Estep 
Score: -4677383.000000 Penalty: 5458.098145
	Iteration 52Q: 3 clusters Score -4677383 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 49511 members 
Entering Unmasked Estep 
Score: -4677387.000000 Penalty: 5458.098145
	Iteration 53Q: 3 clusters Score -4677387 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 49517 members 
Entering Unmasked Estep 
Score: -4677387.500000 Penalty: 5458.098145
	Iteration 54Q: 3 clusters Score -4677388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 49520 members 
Entering Unmasked Estep 
Score: -4677383.500000 Penalty: 5458.098145
	Iteration 55Q: 3 clusters Score -4677384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 49526 members 
Entering Unmasked Estep 
Score: -4677378.000000 Penalty: 5458.098145
	Iteration 56Q: 3 clusters Score -4677378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 49531 members 
Entering Unmasked Estep 
Score: -4677379.500000 Penalty: 5458.098145
	Iteration 57Q: 3 clusters Score -4677380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 49540 members 
Entering Unmasked Estep 
Score: -4677377.000000 Penalty: 5458.098145
	Iteration 58Q: 3 clusters Score -4677377 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 49549 members 
Entering Unmasked Estep 
Score: -4677372.000000 Penalty: 5458.098145
	Iteration 59Q: 3 clusters Score -4677372 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 49560 members 
Entering Unmasked Estep 
Score: -4677376.000000 Penalty: 5458.098145
	Iteration 60F: 3 clusters Score -4677376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 49568 members 
Entering Unmasked Estep 
Score: -4677378.500000 Penalty: 5458.098145
	Iteration 61Q: 3 clusters Score -4677378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 49574 members 
Entering Unmasked Estep 
Score: -4677378.000000 Penalty: 5458.098145
	Iteration 62Q: 3 clusters Score -4677378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 49580 members 
Entering Unmasked Estep 
Score: -4677380.000000 Penalty: 5458.098145
	Iteration 63Q: 3 clusters Score -4677380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 49587 members 
Entering Unmasked Estep 
Score: -4677381.000000 Penalty: 5458.098145
	Iteration 64Q: 3 clusters Score -4677381 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 49593 members 
Entering Unmasked Estep 
Score: -4677376.000000 Penalty: 5458.098145
	Iteration 65Q: 3 clusters Score -4677376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 49599 members 
Entering Unmasked Estep 
Score: -4677382.500000 Penalty: 5458.098145
	Iteration 66Q: 3 clusters Score -4677382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 49602 members 
Entering Unmasked Estep 
Score: -4677382.000000 Penalty: 5458.098145
	Iteration 67Q: 3 clusters Score -4677382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 49607 members 
Entering Unmasked Estep 
Score: -4677387.500000 Penalty: 5458.098145
	Iteration 68Q: 3 clusters Score -4677388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 49611 members 
Entering Unmasked Estep 
Score: -4677388.000000 Penalty: 5458.098145
	Iteration 69Q: 3 clusters Score -4677388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 49617 members 
Entering Unmasked Estep 
Score: -4677397.000000 Penalty: 5458.098145
	Iteration 70Q: 3 clusters Score -4677397 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 49625 members 
Entering Unmasked Estep 
Score: -4677396.500000 Penalty: 5458.098145
	Iteration 71Q: 3 clusters Score -4677396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 49630 members 
Entering Unmasked Estep 
Score: -4677391.500000 Penalty: 5458.098145
	Iteration 72Q: 3 clusters Score -4677392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 49633 members 
Entering Unmasked Estep 
Score: -4677392.500000 Penalty: 5458.098145
	Iteration 73Q: 3 clusters Score -4677392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 49638 members 
Entering Unmasked Estep 
Score: -4677391.500000 Penalty: 5458.098145
	Iteration 74Q: 3 clusters Score -4677392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 49638 members 
Entering Unmasked Estep 
Score: -4677391.500000 Penalty: 5458.098145
	Iteration 75F: 3 clusters Score -4677392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74853 members 
Mstep: Class 2 contains 24241 members 
Mstep: Class 3 contains 3402 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 92366 members 
Mstep: Class 6 contains 154023 members 
Mstep: Class 7 contains 8594 members 
Mstep: Class 8 contains 8379 members 
Mstep: Class 9 contains 75825 members 
Mstep: Class 10 contains 63978 members 
Mstep: Class 11 contains 6332 members 
Mstep: Class 12 contains 10490 members 
Mstep: Class 13 contains 5809 members 
Mstep: Class 14 contains 21409 members 
Mstep: Class 15 contains 17030 members 
Mstep: Class 16 contains 14057 members 
Mstep: Class 17 contains 37858 members 
Mstep: Class 18 contains 2951 members 
Mstep: Class 19 contains 5649 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9831 members 
Mstep: Class 22 contains 9998 members 
Mstep: Class 23 contains 28695 members 
Mstep: Class 24 contains 530294 members 
Mstep: Class 25 contains 60834 members 
Mstep: Class 26 contains 6829 members 
Mstep: Class 27 contains 3460 members 
Mstep: Class 28 contains 69702 members 
Mstep: Class 29 contains 5902 members 
Mstep: Class 30 contains 16232 members 
Mstep: Class 31 contains 3322 members 
Mstep: Class 32 contains 22967 members 
Mstep: Class 33 contains 2734 members 
Mstep: Class 34 contains 49638 members 
Entering Unmasked Estep 
Score: -111983704.000000 Penalty: 119701.210938
Splitting cluster 12 changes total score from -111983808.000000 to -111983704.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (5809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Entering Unmasked Estep 
Score: -456843.875000 Penalty: 2149.456543
	Iteration 0F: 2 clusters Score -456843.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -451797.687500 Penalty: 4298.913086
	Iteration 0F: 3 clusters Score -451797.7 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -453128.968750 Penalty: 4298.913086
	Iteration 1F: 3 clusters Score -453129 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -453365.031250 Penalty: 4298.913086
	Iteration 2F: 3 clusters Score -453365 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -453536.218750 Penalty: 4298.913086
	Iteration 3Q: 3 clusters Score -453536.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -453677.468750 Penalty: 4298.913086
	Iteration 4Q: 3 clusters Score -453677.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -453818.531250 Penalty: 4298.913086
	Iteration 5Q: 3 clusters Score -453818.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -453954.468750 Penalty: 4298.913086
	Iteration 6Q: 3 clusters Score -453954.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -454061.531250 Penalty: 4298.913086
	Iteration 7Q: 3 clusters Score -454061.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -454138.718750 Penalty: 4298.913086
	Iteration 8Q: 3 clusters Score -454138.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -454193.406250 Penalty: 4298.913086
	Iteration 9Q: 3 clusters Score -454193.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -454234.312500 Penalty: 4298.913086
	Iteration 10Q: 3 clusters Score -454234.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -454280.187500 Penalty: 4298.913086
	Iteration 11Q: 3 clusters Score -454280.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -454324.781250 Penalty: 4298.913086
	Iteration 12Q: 3 clusters Score -454324.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -454368.312500 Penalty: 4298.913086
	Iteration 13Q: 3 clusters Score -454368.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -454409.062500 Penalty: 4298.913086
	Iteration 14Q: 3 clusters Score -454409.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -454452.312500 Penalty: 4298.913086
	Iteration 15Q: 3 clusters Score -454452.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -454491.968750 Penalty: 4298.913086
	Iteration 16Q: 3 clusters Score -454492 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -454528.531250 Penalty: 4298.913086
	Iteration 17Q: 3 clusters Score -454528.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -454553.406250 Penalty: 4298.913086
	Iteration 18Q: 3 clusters Score -454553.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -454570.875000 Penalty: 4298.913086
	Iteration 19Q: 3 clusters Score -454570.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -454589.656250 Penalty: 4298.913086
	Iteration 20F: 3 clusters Score -454589.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -454604.187500 Penalty: 4298.913086
	Iteration 21Q: 3 clusters Score -454604.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -454619.812500 Penalty: 4298.913086
	Iteration 22Q: 3 clusters Score -454619.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -454635.156250 Penalty: 4298.913086
	Iteration 23Q: 3 clusters Score -454635.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -454642.531250 Penalty: 4298.913086
	Iteration 24Q: 3 clusters Score -454642.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -454650.031250 Penalty: 4298.913086
	Iteration 25Q: 3 clusters Score -454650 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -454660.500000 Penalty: 4298.913086
	Iteration 26Q: 3 clusters Score -454660.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -454671.500000 Penalty: 4298.913086
	Iteration 27Q: 3 clusters Score -454671.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -454686.281250 Penalty: 4298.913086
	Iteration 28Q: 3 clusters Score -454686.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -454697.312500 Penalty: 4298.913086
	Iteration 29Q: 3 clusters Score -454697.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -454708.906250 Penalty: 4298.913086
	Iteration 30Q: 3 clusters Score -454708.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -454723.593750 Penalty: 4298.913086
	Iteration 31Q: 3 clusters Score -454723.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -454740.375000 Penalty: 4298.913086
	Iteration 32Q: 3 clusters Score -454740.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -454757.843750 Penalty: 4298.913086
	Iteration 33Q: 3 clusters Score -454757.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -454773.937500 Penalty: 4298.913086
	Iteration 34Q: 3 clusters Score -454773.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -454788.937500 Penalty: 4298.913086
	Iteration 35Q: 3 clusters Score -454788.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -454809.562500 Penalty: 4298.913086
	Iteration 36Q: 3 clusters Score -454809.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -454835.906250 Penalty: 4298.913086
	Iteration 37Q: 3 clusters Score -454835.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -454865.968750 Penalty: 4298.913086
	Iteration 38Q: 3 clusters Score -454866 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -454891.125000 Penalty: 4298.913086
	Iteration 39Q: 3 clusters Score -454891.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -454920.906250 Penalty: 4298.913086
	Iteration 40F: 3 clusters Score -454920.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -454940.906250 Penalty: 4298.913086
	Iteration 41Q: 3 clusters Score -454940.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -454960.875000 Penalty: 4298.913086
	Iteration 42Q: 3 clusters Score -454960.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -454974.906250 Penalty: 4298.913086
	Iteration 43Q: 3 clusters Score -454974.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -454988.000000 Penalty: 4298.913086
	Iteration 44Q: 3 clusters Score -454988 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -455002.531250 Penalty: 4298.913086
	Iteration 45Q: 3 clusters Score -455002.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -455019.718750 Penalty: 4298.913086
	Iteration 46Q: 3 clusters Score -455019.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -455026.500000 Penalty: 4298.913086
	Iteration 47Q: 3 clusters Score -455026.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -455035.593750 Penalty: 4298.913086
	Iteration 48Q: 3 clusters Score -455035.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -455040.937500 Penalty: 4298.913086
	Iteration 49Q: 3 clusters Score -455040.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -455047.093750 Penalty: 4298.913086
	Iteration 50Q: 3 clusters Score -455047.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -455051.375000 Penalty: 4298.913086
	Iteration 51Q: 3 clusters Score -455051.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -455053.687500 Penalty: 4298.913086
	Iteration 52Q: 3 clusters Score -455053.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -455056.031250 Penalty: 4298.913086
	Iteration 53Q: 3 clusters Score -455056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -455057.031250 Penalty: 4298.913086
	Iteration 54Q: 3 clusters Score -455057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -455057.375000 Penalty: 4298.913086
	Iteration 55Q: 3 clusters Score -455057.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -455058.750000 Penalty: 4298.913086
	Iteration 56Q: 3 clusters Score -455058.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -455059.093750 Penalty: 4298.913086
	Iteration 57Q: 3 clusters Score -455059.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -455058.781250 Penalty: 4298.913086
	Iteration 58Q: 3 clusters Score -455058.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -455058.937500 Penalty: 4298.913086
	Iteration 59Q: 3 clusters Score -455058.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -455060.437500 Penalty: 4298.913086
	Iteration 60F: 3 clusters Score -455060.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -455061.281250 Penalty: 4298.913086
	Iteration 61Q: 3 clusters Score -455061.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -455063.093750 Penalty: 4298.913086
	Iteration 62Q: 3 clusters Score -455063.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -455064.781250 Penalty: 4298.913086
	Iteration 63Q: 3 clusters Score -455064.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -455065.625000 Penalty: 4298.913086
	Iteration 64Q: 3 clusters Score -455065.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -455065.437500 Penalty: 4298.913086
	Iteration 65Q: 3 clusters Score -455065.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -455066.937500 Penalty: 4298.913086
	Iteration 66Q: 3 clusters Score -455066.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -455069.031250 Penalty: 4298.913086
	Iteration 67Q: 3 clusters Score -455069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -455070.093750 Penalty: 4298.913086
	Iteration 68Q: 3 clusters Score -455070.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -455071.062500 Penalty: 4298.913086
	Iteration 69Q: 3 clusters Score -455071.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -455072.406250 Penalty: 4298.913086
	Iteration 70Q: 3 clusters Score -455072.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -455072.218750 Penalty: 4298.913086
	Iteration 71Q: 3 clusters Score -455072.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -455072.218750 Penalty: 4298.913086
	Iteration 72F: 3 clusters Score -455072.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (21409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21409 members 
Entering Unmasked Estep 
Score: -1482813.250000 Penalty: 2472.948730
	Iteration 0F: 2 clusters Score -1482813 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -1467877.625000 Penalty: 4945.897461
	Iteration 0F: 3 clusters Score -1467878 nChanged 9404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -1473294.250000 Penalty: 4945.897461
	Iteration 1F: 3 clusters Score -1473294 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -1474067.750000 Penalty: 4945.897461
	Iteration 2F: 3 clusters Score -1474068 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -1474914.000000 Penalty: 4945.897461
	Iteration 3F: 3 clusters Score -1474914 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -1475882.250000 Penalty: 4945.897461
	Iteration 4F: 3 clusters Score -1475882 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -1476665.125000 Penalty: 4945.897461
	Iteration 5F: 3 clusters Score -1476665 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -1477215.625000 Penalty: 4945.897461
	Iteration 6F: 3 clusters Score -1477216 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -1477584.375000 Penalty: 4945.897461
	Iteration 7Q: 3 clusters Score -1477584 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -1477870.250000 Penalty: 4945.897461
	Iteration 8Q: 3 clusters Score -1477870 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -1478145.000000 Penalty: 4945.897461
	Iteration 9Q: 3 clusters Score -1478145 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -1478411.750000 Penalty: 4945.897461
	Iteration 10Q: 3 clusters Score -1478412 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 14858 members 
Entering Unmasked Estep 
Score: -1478682.500000 Penalty: 4945.897461
	Iteration 11Q: 3 clusters Score -1478682 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 15450 members 
Entering Unmasked Estep 
Score: -1479019.875000 Penalty: 4945.897461
	Iteration 12Q: 3 clusters Score -1479020 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 16046 members 
Entering Unmasked Estep 
Score: -1479346.875000 Penalty: 4945.897461
	Iteration 13Q: 3 clusters Score -1479347 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 16604 members 
Entering Unmasked Estep 
Score: -1479668.375000 Penalty: 4945.897461
	Iteration 14Q: 3 clusters Score -1479668 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -1479960.875000 Penalty: 4945.897461
	Iteration 15Q: 3 clusters Score -1479961 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 17559 members 
Entering Unmasked Estep 
Score: -1480255.500000 Penalty: 4945.897461
	Iteration 16Q: 3 clusters Score -1480256 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 17956 members 
Entering Unmasked Estep 
Score: -1480491.750000 Penalty: 4945.897461
	Iteration 17Q: 3 clusters Score -1480492 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 18287 members 
Entering Unmasked Estep 
Score: -1480688.250000 Penalty: 4945.897461
	Iteration 18Q: 3 clusters Score -1480688 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 18576 members 
Entering Unmasked Estep 
Score: -1480830.375000 Penalty: 4945.897461
	Iteration 19Q: 3 clusters Score -1480830 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 18797 members 
Entering Unmasked Estep 
Score: -1480943.375000 Penalty: 4945.897461
	Iteration 20F: 3 clusters Score -1480943 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -1481041.625000 Penalty: 4945.897461
	Iteration 21Q: 3 clusters Score -1481042 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 19138 members 
Entering Unmasked Estep 
Score: -1481107.750000 Penalty: 4945.897461
	Iteration 22Q: 3 clusters Score -1481108 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 19249 members 
Entering Unmasked Estep 
Score: -1481158.000000 Penalty: 4945.897461
	Iteration 23Q: 3 clusters Score -1481158 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 19352 members 
Entering Unmasked Estep 
Score: -1481204.375000 Penalty: 4945.897461
	Iteration 24Q: 3 clusters Score -1481204 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 19438 members 
Entering Unmasked Estep 
Score: -1481243.750000 Penalty: 4945.897461
	Iteration 25Q: 3 clusters Score -1481244 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 19493 members 
Entering Unmasked Estep 
Score: -1481274.375000 Penalty: 4945.897461
	Iteration 26Q: 3 clusters Score -1481274 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 19543 members 
Entering Unmasked Estep 
Score: -1481309.250000 Penalty: 4945.897461
	Iteration 27Q: 3 clusters Score -1481309 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 19604 members 
Entering Unmasked Estep 
Score: -1481355.625000 Penalty: 4945.897461
	Iteration 28Q: 3 clusters Score -1481356 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -1481420.750000 Penalty: 4945.897461
	Iteration 29Q: 3 clusters Score -1481421 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 19719 members 
Entering Unmasked Estep 
Score: -1481486.750000 Penalty: 4945.897461
	Iteration 30Q: 3 clusters Score -1481487 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 19761 members 
Entering Unmasked Estep 
Score: -1481559.625000 Penalty: 4945.897461
	Iteration 31Q: 3 clusters Score -1481560 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 19798 members 
Entering Unmasked Estep 
Score: -1481594.375000 Penalty: 4945.897461
	Iteration 32Q: 3 clusters Score -1481594 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 19830 members 
Entering Unmasked Estep 
Score: -1481629.625000 Penalty: 4945.897461
	Iteration 33Q: 3 clusters Score -1481630 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 19857 members 
Entering Unmasked Estep 
Score: -1481641.750000 Penalty: 4945.897461
	Iteration 34Q: 3 clusters Score -1481642 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 19871 members 
Entering Unmasked Estep 
Score: -1481657.625000 Penalty: 4945.897461
	Iteration 35Q: 3 clusters Score -1481658 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 19883 members 
Entering Unmasked Estep 
Score: -1481666.750000 Penalty: 4945.897461
	Iteration 36Q: 3 clusters Score -1481667 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 19884 members 
Entering Unmasked Estep 
Score: -1481668.125000 Penalty: 4945.897461
	Iteration 37Q: 3 clusters Score -1481668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 19885 members 
Entering Unmasked Estep 
Score: -1481670.250000 Penalty: 4945.897461
	Iteration 38Q: 3 clusters Score -1481670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 19885 members 
Entering Unmasked Estep 
Score: -1481670.750000 Penalty: 4945.897461
	Iteration 39Q: 3 clusters Score -1481671 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 19887 members 
Entering Unmasked Estep 
Score: -1481672.750000 Penalty: 4945.897461
	Iteration 40F: 3 clusters Score -1481673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 19888 members 
Entering Unmasked Estep 
Score: -1481673.500000 Penalty: 4945.897461
	Iteration 41Q: 3 clusters Score -1481674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 19889 members 
Entering Unmasked Estep 
Score: -1481671.750000 Penalty: 4945.897461
	Iteration 42Q: 3 clusters Score -1481672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 19888 members 
Entering Unmasked Estep 
Score: -1481671.875000 Penalty: 4945.897461
	Iteration 43Q: 3 clusters Score -1481672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 19888 members 
Entering Unmasked Estep 
Score: -1481671.875000 Penalty: 4945.897461
	Iteration 44F: 3 clusters Score -1481672 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -1350885.250000 Penalty: 2416.197510
	Iteration 0F: 2 clusters Score -1350885 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1338651.500000 Penalty: 4832.395020
	Iteration 0F: 3 clusters Score -1338652 nChanged 7533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -1342726.000000 Penalty: 4832.395020
	Iteration 1F: 3 clusters Score -1342726 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -1343134.250000 Penalty: 4832.395020
	Iteration 2F: 3 clusters Score -1343134 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1343532.125000 Penalty: 4832.395020
	Iteration 3F: 3 clusters Score -1343532 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1344012.875000 Penalty: 4832.395020
	Iteration 4Q: 3 clusters Score -1344013 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1344683.250000 Penalty: 4832.395020
	Iteration 5F: 3 clusters Score -1344683 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -1345591.000000 Penalty: 4832.395020
	Iteration 6F: 3 clusters Score -1345591 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1346655.125000 Penalty: 4832.395020
	Iteration 7F: 3 clusters Score -1346655 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1347452.125000 Penalty: 4832.395020
	Iteration 8F: 3 clusters Score -1347452 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1347918.375000 Penalty: 4832.395020
	Iteration 9F: 3 clusters Score -1347918 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1348160.000000 Penalty: 4832.395020
	Iteration 10Q: 3 clusters Score -1348160 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1348299.500000 Penalty: 4832.395020
	Iteration 11Q: 3 clusters Score -1348300 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1348401.875000 Penalty: 4832.395020
	Iteration 12Q: 3 clusters Score -1348402 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1348488.500000 Penalty: 4832.395020
	Iteration 13Q: 3 clusters Score -1348488 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1348570.000000 Penalty: 4832.395020
	Iteration 14Q: 3 clusters Score -1348570 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1348649.500000 Penalty: 4832.395020
	Iteration 15Q: 3 clusters Score -1348650 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1348719.750000 Penalty: 4832.395020
	Iteration 16Q: 3 clusters Score -1348720 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1348772.250000 Penalty: 4832.395020
	Iteration 17Q: 3 clusters Score -1348772 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1348801.500000 Penalty: 4832.395020
	Iteration 18Q: 3 clusters Score -1348802 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1348825.875000 Penalty: 4832.395020
	Iteration 19Q: 3 clusters Score -1348826 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1348846.500000 Penalty: 4832.395020
	Iteration 20F: 3 clusters Score -1348846 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1348848.375000 Penalty: 4832.395020
	Iteration 21Q: 3 clusters Score -1348848 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -1348860.625000 Penalty: 4832.395020
	Iteration 22Q: 3 clusters Score -1348861 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1348865.750000 Penalty: 4832.395020
	Iteration 23Q: 3 clusters Score -1348866 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1348867.375000 Penalty: 4832.395020
	Iteration 24Q: 3 clusters Score -1348867 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1348871.375000 Penalty: 4832.395020
	Iteration 25Q: 3 clusters Score -1348871 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1348869.375000 Penalty: 4832.395020
	Iteration 26Q: 3 clusters Score -1348869 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1348878.500000 Penalty: 4832.395020
	Iteration 27Q: 3 clusters Score -1348878 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1348878.875000 Penalty: 4832.395020
	Iteration 28Q: 3 clusters Score -1348879 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1348884.625000 Penalty: 4832.395020
	Iteration 29Q: 3 clusters Score -1348885 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1348889.750000 Penalty: 4832.395020
	Iteration 30Q: 3 clusters Score -1348890 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1348893.750000 Penalty: 4832.395020
	Iteration 31Q: 3 clusters Score -1348894 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1348899.125000 Penalty: 4832.395020
	Iteration 32Q: 3 clusters Score -1348899 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1348903.750000 Penalty: 4832.395020
	Iteration 33Q: 3 clusters Score -1348904 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -1348910.000000 Penalty: 4832.395020
	Iteration 34Q: 3 clusters Score -1348910 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1348925.625000 Penalty: 4832.395020
	Iteration 35Q: 3 clusters Score -1348926 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1348935.250000 Penalty: 4832.395020
	Iteration 36Q: 3 clusters Score -1348935 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1348944.000000 Penalty: 4832.395020
	Iteration 37Q: 3 clusters Score -1348944 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1348964.125000 Penalty: 4832.395020
	Iteration 38Q: 3 clusters Score -1348964 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1348986.500000 Penalty: 4832.395020
	Iteration 39Q: 3 clusters Score -1348986 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1348993.375000 Penalty: 4832.395020
	Iteration 40F: 3 clusters Score -1348993 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -1349013.625000 Penalty: 4832.395020
	Iteration 41Q: 3 clusters Score -1349014 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -1349033.000000 Penalty: 4832.395020
	Iteration 42Q: 3 clusters Score -1349033 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1349053.750000 Penalty: 4832.395020
	Iteration 43Q: 3 clusters Score -1349054 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -1349084.750000 Penalty: 4832.395020
	Iteration 44Q: 3 clusters Score -1349085 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1349115.500000 Penalty: 4832.395020
	Iteration 45Q: 3 clusters Score -1349116 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1349162.875000 Penalty: 4832.395020
	Iteration 46Q: 3 clusters Score -1349163 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1349220.875000 Penalty: 4832.395020
	Iteration 47Q: 3 clusters Score -1349221 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -1349293.875000 Penalty: 4832.395020
	Iteration 48Q: 3 clusters Score -1349294 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -1349384.500000 Penalty: 4832.395020
	Iteration 49Q: 3 clusters Score -1349384 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -1349474.000000 Penalty: 4832.395020
	Iteration 50Q: 3 clusters Score -1349474 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -1349548.375000 Penalty: 4832.395020
	Iteration 51Q: 3 clusters Score -1349548 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -1349607.875000 Penalty: 4832.395020
	Iteration 52Q: 3 clusters Score -1349608 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -1349667.250000 Penalty: 4832.395020
	Iteration 53Q: 3 clusters Score -1349667 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -1349720.500000 Penalty: 4832.395020
	Iteration 54Q: 3 clusters Score -1349720 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -1349777.000000 Penalty: 4832.395020
	Iteration 55Q: 3 clusters Score -1349777 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -1349840.500000 Penalty: 4832.395020
	Iteration 56Q: 3 clusters Score -1349840 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -1349915.250000 Penalty: 4832.395020
	Iteration 57Q: 3 clusters Score -1349915 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -1349972.750000 Penalty: 4832.395020
	Iteration 58Q: 3 clusters Score -1349973 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -1350026.000000 Penalty: 4832.395020
	Iteration 59Q: 3 clusters Score -1350026 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -1350082.250000 Penalty: 4832.395020
	Iteration 60F: 3 clusters Score -1350082 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -1350133.250000 Penalty: 4832.395020
	Iteration 61Q: 3 clusters Score -1350133 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -1350174.625000 Penalty: 4832.395020
	Iteration 62Q: 3 clusters Score -1350175 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -1350209.375000 Penalty: 4832.395020
	Iteration 63Q: 3 clusters Score -1350209 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -1350232.250000 Penalty: 4832.395020
	Iteration 64Q: 3 clusters Score -1350232 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -1350256.125000 Penalty: 4832.395020
	Iteration 65Q: 3 clusters Score -1350256 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -1350269.500000 Penalty: 4832.395020
	Iteration 66Q: 3 clusters Score -1350270 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -1350283.375000 Penalty: 4832.395020
	Iteration 67Q: 3 clusters Score -1350283 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -1350291.750000 Penalty: 4832.395020
	Iteration 68Q: 3 clusters Score -1350292 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -1350302.500000 Penalty: 4832.395020
	Iteration 69Q: 3 clusters Score -1350302 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -1350313.500000 Penalty: 4832.395020
	Iteration 70Q: 3 clusters Score -1350314 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -1350318.125000 Penalty: 4832.395020
	Iteration 71Q: 3 clusters Score -1350318 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -1350325.875000 Penalty: 4832.395020
	Iteration 72Q: 3 clusters Score -1350326 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -1350334.125000 Penalty: 4832.395020
	Iteration 73Q: 3 clusters Score -1350334 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -1350341.625000 Penalty: 4832.395020
	Iteration 74Q: 3 clusters Score -1350342 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -1350348.750000 Penalty: 4832.395020
	Iteration 75Q: 3 clusters Score -1350349 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -1350353.250000 Penalty: 4832.395020
	Iteration 76Q: 3 clusters Score -1350353 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -1350360.375000 Penalty: 4832.395020
	Iteration 77Q: 3 clusters Score -1350360 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -1350365.250000 Penalty: 4832.395020
	Iteration 78Q: 3 clusters Score -1350365 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -1350370.000000 Penalty: 4832.395020
	Iteration 79Q: 3 clusters Score -1350370 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -1350377.500000 Penalty: 4832.395020
	Iteration 80F: 3 clusters Score -1350378 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -1350379.250000 Penalty: 4832.395020
	Iteration 81Q: 3 clusters Score -1350379 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -1350384.125000 Penalty: 4832.395020
	Iteration 82Q: 3 clusters Score -1350384 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -1350386.875000 Penalty: 4832.395020
	Iteration 83Q: 3 clusters Score -1350387 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -1350388.375000 Penalty: 4832.395020
	Iteration 84Q: 3 clusters Score -1350388 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -1350387.625000 Penalty: 4832.395020
	Iteration 85Q: 3 clusters Score -1350388 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -1350395.375000 Penalty: 4832.395020
	Iteration 86Q: 3 clusters Score -1350395 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -1350397.750000 Penalty: 4832.395020
	Iteration 87Q: 3 clusters Score -1350398 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -1350400.250000 Penalty: 4832.395020
	Iteration 88Q: 3 clusters Score -1350400 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -1350402.625000 Penalty: 4832.395020
	Iteration 89Q: 3 clusters Score -1350403 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -1350409.000000 Penalty: 4832.395020
	Iteration 90Q: 3 clusters Score -1350409 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -1350414.625000 Penalty: 4832.395020
	Iteration 91Q: 3 clusters Score -1350415 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -1350415.500000 Penalty: 4832.395020
	Iteration 92Q: 3 clusters Score -1350416 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -1350418.250000 Penalty: 4832.395020
	Iteration 93Q: 3 clusters Score -1350418 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -1350420.000000 Penalty: 4832.395020
	Iteration 94Q: 3 clusters Score -1350420 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -1350422.875000 Penalty: 4832.395020
	Iteration 95Q: 3 clusters Score -1350423 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -1350425.125000 Penalty: 4832.395020
	Iteration 96Q: 3 clusters Score -1350425 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -1350426.625000 Penalty: 4832.395020
	Iteration 97Q: 3 clusters Score -1350427 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -1350428.000000 Penalty: 4832.395020
	Iteration 98Q: 3 clusters Score -1350428 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -1350428.500000 Penalty: 4832.395020
	Iteration 99Q: 3 clusters Score -1350428 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -1350429.875000 Penalty: 4832.395020
	Iteration 100F: 3 clusters Score -1350430 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -1350429.500000 Penalty: 4832.395020
	Iteration 101Q: 3 clusters Score -1350430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -1350432.375000 Penalty: 4832.395020
	Iteration 102Q: 3 clusters Score -1350432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -1350433.625000 Penalty: 4832.395020
	Iteration 103Q: 3 clusters Score -1350434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -1350437.875000 Penalty: 4832.395020
	Iteration 104Q: 3 clusters Score -1350438 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -1350440.625000 Penalty: 4832.395020
	Iteration 105Q: 3 clusters Score -1350441 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -1350441.500000 Penalty: 4832.395020
	Iteration 106Q: 3 clusters Score -1350442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -1350440.375000 Penalty: 4832.395020
	Iteration 107Q: 3 clusters Score -1350440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -1350439.875000 Penalty: 4832.395020
	Iteration 108Q: 3 clusters Score -1350440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -1350439.500000 Penalty: 4832.395020
	Iteration 109Q: 3 clusters Score -1350440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -1350440.625000 Penalty: 4832.395020
	Iteration 110Q: 3 clusters Score -1350441 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -1350440.625000 Penalty: 4832.395020
	Iteration 111F: 3 clusters Score -1350441 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (14057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Entering Unmasked Estep 
Score: -1059074.000000 Penalty: 2368.617188
	Iteration 0F: 2 clusters Score -1059074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1048843.375000 Penalty: 4737.234375
	Iteration 0F: 3 clusters Score -1048843 nChanged 6010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1052080.500000 Penalty: 4737.234375
	Iteration 1F: 3 clusters Score -1052080 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1052484.625000 Penalty: 4737.234375
	Iteration 2F: 3 clusters Score -1052485 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1052865.000000 Penalty: 4737.234375
	Iteration 3F: 3 clusters Score -1052865 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1053224.875000 Penalty: 4737.234375
	Iteration 4Q: 3 clusters Score -1053225 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1053590.000000 Penalty: 4737.234375
	Iteration 5Q: 3 clusters Score -1053590 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1053958.750000 Penalty: 4737.234375
	Iteration 6Q: 3 clusters Score -1053959 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -1054338.625000 Penalty: 4737.234375
	Iteration 7Q: 3 clusters Score -1054339 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1054739.625000 Penalty: 4737.234375
	Iteration 8Q: 3 clusters Score -1054740 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1055157.125000 Penalty: 4737.234375
	Iteration 9Q: 3 clusters Score -1055157 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1055518.500000 Penalty: 4737.234375
	Iteration 10Q: 3 clusters Score -1055518 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -1055777.125000 Penalty: 4737.234375
	Iteration 11Q: 3 clusters Score -1055777 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1055929.875000 Penalty: 4737.234375
	Iteration 12Q: 3 clusters Score -1055930 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1056044.125000 Penalty: 4737.234375
	Iteration 13Q: 3 clusters Score -1056044 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -1056121.250000 Penalty: 4737.234375
	Iteration 14Q: 3 clusters Score -1056121 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1056169.500000 Penalty: 4737.234375
	Iteration 15Q: 3 clusters Score -1056170 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1056201.125000 Penalty: 4737.234375
	Iteration 16Q: 3 clusters Score -1056201 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1056220.375000 Penalty: 4737.234375
	Iteration 17Q: 3 clusters Score -1056220 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1056242.375000 Penalty: 4737.234375
	Iteration 18Q: 3 clusters Score -1056242 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1056261.750000 Penalty: 4737.234375
	Iteration 19Q: 3 clusters Score -1056262 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1056270.375000 Penalty: 4737.234375
	Iteration 20F: 3 clusters Score -1056270 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1056279.000000 Penalty: 4737.234375
	Iteration 21Q: 3 clusters Score -1056279 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1056287.375000 Penalty: 4737.234375
	Iteration 22Q: 3 clusters Score -1056287 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1056291.625000 Penalty: 4737.234375
	Iteration 23Q: 3 clusters Score -1056292 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1056297.375000 Penalty: 4737.234375
	Iteration 24Q: 3 clusters Score -1056297 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1056304.625000 Penalty: 4737.234375
	Iteration 25Q: 3 clusters Score -1056305 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1056308.625000 Penalty: 4737.234375
	Iteration 26Q: 3 clusters Score -1056309 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1056309.625000 Penalty: 4737.234375
	Iteration 27Q: 3 clusters Score -1056310 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1056313.875000 Penalty: 4737.234375
	Iteration 28Q: 3 clusters Score -1056314 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1056314.125000 Penalty: 4737.234375
	Iteration 29Q: 3 clusters Score -1056314 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1056314.375000 Penalty: 4737.234375
	Iteration 30Q: 3 clusters Score -1056314 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1056314.750000 Penalty: 4737.234375
	Iteration 31Q: 3 clusters Score -1056315 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1056323.500000 Penalty: 4737.234375
	Iteration 32Q: 3 clusters Score -1056324 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1056320.000000 Penalty: 4737.234375
	Iteration 33Q: 3 clusters Score -1056320 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1056320.500000 Penalty: 4737.234375
	Iteration 34Q: 3 clusters Score -1056320 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1056325.875000 Penalty: 4737.234375
	Iteration 35Q: 3 clusters Score -1056326 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1056330.875000 Penalty: 4737.234375
	Iteration 36Q: 3 clusters Score -1056331 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1056334.000000 Penalty: 4737.234375
	Iteration 37Q: 3 clusters Score -1056334 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -1056336.250000 Penalty: 4737.234375
	Iteration 38Q: 3 clusters Score -1056336 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1056340.375000 Penalty: 4737.234375
	Iteration 39Q: 3 clusters Score -1056340 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1056345.750000 Penalty: 4737.234375
	Iteration 40F: 3 clusters Score -1056346 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -1056349.625000 Penalty: 4737.234375
	Iteration 41Q: 3 clusters Score -1056350 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1056354.375000 Penalty: 4737.234375
	Iteration 42Q: 3 clusters Score -1056354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -1056352.750000 Penalty: 4737.234375
	Iteration 43Q: 3 clusters Score -1056353 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1056354.375000 Penalty: 4737.234375
	Iteration 44Q: 3 clusters Score -1056354 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1056355.500000 Penalty: 4737.234375
	Iteration 45Q: 3 clusters Score -1056356 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1056355.625000 Penalty: 4737.234375
	Iteration 46Q: 3 clusters Score -1056356 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1056355.000000 Penalty: 4737.234375
	Iteration 47Q: 3 clusters Score -1056355 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -1056357.625000 Penalty: 4737.234375
	Iteration 48Q: 3 clusters Score -1056358 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -1056360.125000 Penalty: 4737.234375
	Iteration 49Q: 3 clusters Score -1056360 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1056361.625000 Penalty: 4737.234375
	Iteration 50Q: 3 clusters Score -1056362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1056361.500000 Penalty: 4737.234375
	Iteration 51Q: 3 clusters Score -1056362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1056362.500000 Penalty: 4737.234375
	Iteration 52Q: 3 clusters Score -1056362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1056362.875000 Penalty: 4737.234375
	Iteration 53Q: 3 clusters Score -1056363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1056364.125000 Penalty: 4737.234375
	Iteration 54Q: 3 clusters Score -1056364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1056364.250000 Penalty: 4737.234375
	Iteration 55Q: 3 clusters Score -1056364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1056364.875000 Penalty: 4737.234375
	Iteration 56Q: 3 clusters Score -1056365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1056365.000000 Penalty: 4737.234375
	Iteration 57Q: 3 clusters Score -1056365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1056363.875000 Penalty: 4737.234375
	Iteration 58Q: 3 clusters Score -1056364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1056364.750000 Penalty: 4737.234375
	Iteration 59Q: 3 clusters Score -1056365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1056365.125000 Penalty: 4737.234375
	Iteration 60F: 3 clusters Score -1056365 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -1056363.875000 Penalty: 4737.234375
	Iteration 61Q: 3 clusters Score -1056364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -1056362.500000 Penalty: 4737.234375
	Iteration 62Q: 3 clusters Score -1056362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1056364.625000 Penalty: 4737.234375
	Iteration 63Q: 3 clusters Score -1056365 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -1056364.125000 Penalty: 4737.234375
	Iteration 64Q: 3 clusters Score -1056364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1056365.750000 Penalty: 4737.234375
	Iteration 65Q: 3 clusters Score -1056366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1056366.625000 Penalty: 4737.234375
	Iteration 66Q: 3 clusters Score -1056367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1056367.000000 Penalty: 4737.234375
	Iteration 67Q: 3 clusters Score -1056367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -1056367.750000 Penalty: 4737.234375
	Iteration 68Q: 3 clusters Score -1056368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1056367.250000 Penalty: 4737.234375
	Iteration 69Q: 3 clusters Score -1056367 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1056367.250000 Penalty: 4737.234375
	Iteration 70F: 3 clusters Score -1056367 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (37858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37858 members 
Entering Unmasked Estep 
Score: -2952487.250000 Penalty: 2614.316162
	Iteration 0F: 2 clusters Score -2952487 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19076 members 
Mstep: Class 2 contains 18782 members 
Entering Unmasked Estep 
Score: -2926761.500000 Penalty: 5228.632324
	Iteration 0F: 3 clusters Score -2926762 nChanged 17243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20187 members 
Mstep: Class 2 contains 17671 members 
Entering Unmasked Estep 
Score: -2936471.500000 Penalty: 5228.632324
	Iteration 1F: 3 clusters Score -2936472 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20742 members 
Mstep: Class 2 contains 17116 members 
Entering Unmasked Estep 
Score: -2937275.250000 Penalty: 5228.632324
	Iteration 2F: 3 clusters Score -2937275 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21542 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -2938216.000000 Penalty: 5228.632324
	Iteration 3F: 3 clusters Score -2938216 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22534 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -2939421.500000 Penalty: 5228.632324
	Iteration 4F: 3 clusters Score -2939422 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23699 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -2940901.500000 Penalty: 5228.632324
	Iteration 5F: 3 clusters Score -2940902 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24908 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -2942533.750000 Penalty: 5228.632324
	Iteration 6F: 3 clusters Score -2942534 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26131 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -2944194.000000 Penalty: 5228.632324
	Iteration 7F: 3 clusters Score -2944194 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27167 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -2945586.750000 Penalty: 5228.632324
	Iteration 8Q: 3 clusters Score -2945587 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28039 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -2946541.250000 Penalty: 5228.632324
	Iteration 9Q: 3 clusters Score -2946541 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28735 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -2947120.250000 Penalty: 5228.632324
	Iteration 10Q: 3 clusters Score -2947120 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29373 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -2947514.000000 Penalty: 5228.632324
	Iteration 11Q: 3 clusters Score -2947514 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29939 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -2947811.500000 Penalty: 5228.632324
	Iteration 12Q: 3 clusters Score -2947812 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30481 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -2948090.250000 Penalty: 5228.632324
	Iteration 13Q: 3 clusters Score -2948090 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30997 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -2948340.500000 Penalty: 5228.632324
	Iteration 14Q: 3 clusters Score -2948340 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31520 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -2948651.250000 Penalty: 5228.632324
	Iteration 15Q: 3 clusters Score -2948651 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32068 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -2948970.250000 Penalty: 5228.632324
	Iteration 16Q: 3 clusters Score -2948970 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32628 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -2949341.750000 Penalty: 5228.632324
	Iteration 17Q: 3 clusters Score -2949342 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33127 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -2949670.750000 Penalty: 5228.632324
	Iteration 18Q: 3 clusters Score -2949671 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33582 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -2949994.500000 Penalty: 5228.632324
	Iteration 19Q: 3 clusters Score -2949994 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33990 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -2950292.750000 Penalty: 5228.632324
	Iteration 20F: 3 clusters Score -2950293 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34297 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -2950494.500000 Penalty: 5228.632324
	Iteration 21Q: 3 clusters Score -2950494 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34562 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -2950663.750000 Penalty: 5228.632324
	Iteration 22Q: 3 clusters Score -2950664 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34776 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -2950774.000000 Penalty: 5228.632324
	Iteration 23Q: 3 clusters Score -2950774 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34964 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -2950866.500000 Penalty: 5228.632324
	Iteration 24Q: 3 clusters Score -2950866 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35107 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -2950927.250000 Penalty: 5228.632324
	Iteration 25Q: 3 clusters Score -2950927 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35212 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -2950959.000000 Penalty: 5228.632324
	Iteration 26Q: 3 clusters Score -2950959 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35308 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -2950995.250000 Penalty: 5228.632324
	Iteration 27Q: 3 clusters Score -2950995 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35398 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -2951038.000000 Penalty: 5228.632324
	Iteration 28Q: 3 clusters Score -2951038 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35478 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -2951067.500000 Penalty: 5228.632324
	Iteration 29Q: 3 clusters Score -2951068 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35551 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -2951105.750000 Penalty: 5228.632324
	Iteration 30Q: 3 clusters Score -2951106 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35616 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -2951133.750000 Penalty: 5228.632324
	Iteration 31Q: 3 clusters Score -2951134 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35689 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -2951170.500000 Penalty: 5228.632324
	Iteration 32Q: 3 clusters Score -2951170 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35756 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -2951199.250000 Penalty: 5228.632324
	Iteration 33Q: 3 clusters Score -2951199 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35814 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -2951234.000000 Penalty: 5228.632324
	Iteration 34Q: 3 clusters Score -2951234 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35865 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -2951262.500000 Penalty: 5228.632324
	Iteration 35Q: 3 clusters Score -2951262 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35907 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -2951287.750000 Penalty: 5228.632324
	Iteration 36Q: 3 clusters Score -2951288 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35950 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -2951309.000000 Penalty: 5228.632324
	Iteration 37Q: 3 clusters Score -2951309 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35990 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -2951334.000000 Penalty: 5228.632324
	Iteration 38Q: 3 clusters Score -2951334 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36040 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -2951360.500000 Penalty: 5228.632324
	Iteration 39Q: 3 clusters Score -2951360 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36073 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -2951389.750000 Penalty: 5228.632324
	Iteration 40F: 3 clusters Score -2951390 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36114 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -2951415.250000 Penalty: 5228.632324
	Iteration 41Q: 3 clusters Score -2951415 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36165 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -2951455.750000 Penalty: 5228.632324
	Iteration 42Q: 3 clusters Score -2951456 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36206 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -2951489.250000 Penalty: 5228.632324
	Iteration 43Q: 3 clusters Score -2951489 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36241 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -2951548.750000 Penalty: 5228.632324
	Iteration 44Q: 3 clusters Score -2951549 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36281 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -2951589.000000 Penalty: 5228.632324
	Iteration 45Q: 3 clusters Score -2951589 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36309 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -2951641.250000 Penalty: 5228.632324
	Iteration 46Q: 3 clusters Score -2951641 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36327 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -2951663.000000 Penalty: 5228.632324
	Iteration 47Q: 3 clusters Score -2951663 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36343 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -2951684.500000 Penalty: 5228.632324
	Iteration 48Q: 3 clusters Score -2951684 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36353 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -2951695.250000 Penalty: 5228.632324
	Iteration 49Q: 3 clusters Score -2951695 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36356 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -2951699.000000 Penalty: 5228.632324
	Iteration 50Q: 3 clusters Score -2951699 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36359 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -2951710.000000 Penalty: 5228.632324
	Iteration 51Q: 3 clusters Score -2951710 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36367 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -2951710.250000 Penalty: 5228.632324
	Iteration 52Q: 3 clusters Score -2951710 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36370 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -2951714.750000 Penalty: 5228.632324
	Iteration 53Q: 3 clusters Score -2951715 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36374 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -2951717.500000 Penalty: 5228.632324
	Iteration 54Q: 3 clusters Score -2951718 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36379 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -2951720.000000 Penalty: 5228.632324
	Iteration 55Q: 3 clusters Score -2951720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36382 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -2951722.000000 Penalty: 5228.632324
	Iteration 56Q: 3 clusters Score -2951722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36381 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -2951728.500000 Penalty: 5228.632324
	Iteration 57Q: 3 clusters Score -2951728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36382 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -2951732.000000 Penalty: 5228.632324
	Iteration 58Q: 3 clusters Score -2951732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36380 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -2951733.750000 Penalty: 5228.632324
	Iteration 59Q: 3 clusters Score -2951734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36378 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -2951732.750000 Penalty: 5228.632324
	Iteration 60F: 3 clusters Score -2951733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36377 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -2951731.500000 Penalty: 5228.632324
	Iteration 61Q: 3 clusters Score -2951732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36377 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -2951731.500000 Penalty: 5228.632324
	Iteration 62F: 3 clusters Score -2951732 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Entering Unmasked Estep 
Score: -251491.343750 Penalty: 1981.494995
	Iteration 0F: 2 clusters Score -251491.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -248220.562500 Penalty: 3962.989990
	Iteration 0F: 3 clusters Score -248220.6 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -248830.921875 Penalty: 3962.989990
	Iteration 1F: 3 clusters Score -248830.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -248962.421875 Penalty: 3962.989990
	Iteration 2F: 3 clusters Score -248962.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -249046.265625 Penalty: 3962.989990
	Iteration 3Q: 3 clusters Score -249046.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -249114.937500 Penalty: 3962.989990
	Iteration 4Q: 3 clusters Score -249114.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -249164.593750 Penalty: 3962.989990
	Iteration 5Q: 3 clusters Score -249164.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -249194.171875 Penalty: 3962.989990
	Iteration 6Q: 3 clusters Score -249194.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -249219.437500 Penalty: 3962.989990
	Iteration 7Q: 3 clusters Score -249219.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -249239.328125 Penalty: 3962.989990
	Iteration 8Q: 3 clusters Score -249239.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -249256.687500 Penalty: 3962.989990
	Iteration 9Q: 3 clusters Score -249256.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -249270.312500 Penalty: 3962.989990
	Iteration 10Q: 3 clusters Score -249270.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -249283.109375 Penalty: 3962.989990
	Iteration 11Q: 3 clusters Score -249283.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -249297.328125 Penalty: 3962.989990
	Iteration 12Q: 3 clusters Score -249297.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -249312.140625 Penalty: 3962.989990
	Iteration 13Q: 3 clusters Score -249312.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -249326.750000 Penalty: 3962.989990
	Iteration 14Q: 3 clusters Score -249326.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -249339.109375 Penalty: 3962.989990
	Iteration 15Q: 3 clusters Score -249339.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -249351.687500 Penalty: 3962.989990
	Iteration 16Q: 3 clusters Score -249351.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -249360.546875 Penalty: 3962.989990
	Iteration 17Q: 3 clusters Score -249360.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -249367.312500 Penalty: 3962.989990
	Iteration 18Q: 3 clusters Score -249367.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -249376.046875 Penalty: 3962.989990
	Iteration 19Q: 3 clusters Score -249376 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -249389.640625 Penalty: 3962.989990
	Iteration 20F: 3 clusters Score -249389.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -249401.953125 Penalty: 3962.989990
	Iteration 21Q: 3 clusters Score -249402 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -249411.078125 Penalty: 3962.989990
	Iteration 22Q: 3 clusters Score -249411.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -249418.953125 Penalty: 3962.989990
	Iteration 23Q: 3 clusters Score -249419 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -249430.000000 Penalty: 3962.989990
	Iteration 24Q: 3 clusters Score -249430 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -249442.562500 Penalty: 3962.989990
	Iteration 25Q: 3 clusters Score -249442.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -249454.250000 Penalty: 3962.989990
	Iteration 26Q: 3 clusters Score -249454.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -249465.390625 Penalty: 3962.989990
	Iteration 27Q: 3 clusters Score -249465.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -249474.828125 Penalty: 3962.989990
	Iteration 28Q: 3 clusters Score -249474.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -249482.171875 Penalty: 3962.989990
	Iteration 29Q: 3 clusters Score -249482.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -249486.000000 Penalty: 3962.989990
	Iteration 30Q: 3 clusters Score -249486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -249488.546875 Penalty: 3962.989990
	Iteration 31Q: 3 clusters Score -249488.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -249491.531250 Penalty: 3962.989990
	Iteration 32Q: 3 clusters Score -249491.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -249493.625000 Penalty: 3962.989990
	Iteration 33Q: 3 clusters Score -249493.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -249494.312500 Penalty: 3962.989990
	Iteration 34Q: 3 clusters Score -249494.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -249495.875000 Penalty: 3962.989990
	Iteration 35Q: 3 clusters Score -249495.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -249499.015625 Penalty: 3962.989990
	Iteration 36Q: 3 clusters Score -249499 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -249501.984375 Penalty: 3962.989990
	Iteration 37Q: 3 clusters Score -249502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -249505.593750 Penalty: 3962.989990
	Iteration 38Q: 3 clusters Score -249505.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -249509.453125 Penalty: 3962.989990
	Iteration 39Q: 3 clusters Score -249509.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -249512.406250 Penalty: 3962.989990
	Iteration 40F: 3 clusters Score -249512.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -249513.156250 Penalty: 3962.989990
	Iteration 41Q: 3 clusters Score -249513.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -249515.140625 Penalty: 3962.989990
	Iteration 42Q: 3 clusters Score -249515.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -249517.562500 Penalty: 3962.989990
	Iteration 43Q: 3 clusters Score -249517.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -249519.906250 Penalty: 3962.989990
	Iteration 44Q: 3 clusters Score -249519.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -249521.656250 Penalty: 3962.989990
	Iteration 45Q: 3 clusters Score -249521.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -249522.281250 Penalty: 3962.989990
	Iteration 46Q: 3 clusters Score -249522.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -249523.812500 Penalty: 3962.989990
	Iteration 47Q: 3 clusters Score -249523.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -249525.328125 Penalty: 3962.989990
	Iteration 48Q: 3 clusters Score -249525.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -249526.640625 Penalty: 3962.989990
	Iteration 49Q: 3 clusters Score -249526.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -249527.500000 Penalty: 3962.989990
	Iteration 50Q: 3 clusters Score -249527.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -249529.140625 Penalty: 3962.989990
	Iteration 51Q: 3 clusters Score -249529.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -249530.953125 Penalty: 3962.989990
	Iteration 52Q: 3 clusters Score -249531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -249532.093750 Penalty: 3962.989990
	Iteration 53Q: 3 clusters Score -249532.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -249534.312500 Penalty: 3962.989990
	Iteration 54Q: 3 clusters Score -249534.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -249536.140625 Penalty: 3962.989990
	Iteration 55Q: 3 clusters Score -249536.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -249541.421875 Penalty: 3962.989990
	Iteration 56Q: 3 clusters Score -249541.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -249545.984375 Penalty: 3962.989990
	Iteration 57Q: 3 clusters Score -249546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -249549.031250 Penalty: 3962.989990
	Iteration 58Q: 3 clusters Score -249549 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -249553.625000 Penalty: 3962.989990
	Iteration 59Q: 3 clusters Score -249553.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -249562.343750 Penalty: 3962.989990
	Iteration 60F: 3 clusters Score -249562.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -249572.781250 Penalty: 3962.989990
	Iteration 61Q: 3 clusters Score -249572.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -249579.812500 Penalty: 3962.989990
	Iteration 62Q: 3 clusters Score -249579.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -249586.828125 Penalty: 3962.989990
	Iteration 63Q: 3 clusters Score -249586.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -249596.656250 Penalty: 3962.989990
	Iteration 64Q: 3 clusters Score -249596.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -249602.796875 Penalty: 3962.989990
	Iteration 65Q: 3 clusters Score -249602.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -249609.531250 Penalty: 3962.989990
	Iteration 66Q: 3 clusters Score -249609.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -249615.984375 Penalty: 3962.989990
	Iteration 67Q: 3 clusters Score -249616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -249621.000000 Penalty: 3962.989990
	Iteration 68Q: 3 clusters Score -249621 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -249627.281250 Penalty: 3962.989990
	Iteration 69Q: 3 clusters Score -249627.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -249631.812500 Penalty: 3962.989990
	Iteration 70Q: 3 clusters Score -249631.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -249636.234375 Penalty: 3962.989990
	Iteration 71Q: 3 clusters Score -249636.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -249640.140625 Penalty: 3962.989990
	Iteration 72Q: 3 clusters Score -249640.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -249643.328125 Penalty: 3962.989990
	Iteration 73Q: 3 clusters Score -249643.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -249645.546875 Penalty: 3962.989990
	Iteration 74Q: 3 clusters Score -249645.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -249648.656250 Penalty: 3962.989990
	Iteration 75Q: 3 clusters Score -249648.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -249651.328125 Penalty: 3962.989990
	Iteration 76Q: 3 clusters Score -249651.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -249655.390625 Penalty: 3962.989990
	Iteration 77Q: 3 clusters Score -249655.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -249660.859375 Penalty: 3962.989990
	Iteration 78Q: 3 clusters Score -249660.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -249667.687500 Penalty: 3962.989990
	Iteration 79Q: 3 clusters Score -249667.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -249674.437500 Penalty: 3962.989990
	Iteration 80F: 3 clusters Score -249674.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -249680.859375 Penalty: 3962.989990
	Iteration 81Q: 3 clusters Score -249680.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -249681.890625 Penalty: 3962.989990
	Iteration 82Q: 3 clusters Score -249681.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -249682.921875 Penalty: 3962.989990
	Iteration 83Q: 3 clusters Score -249682.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -249682.921875 Penalty: 3962.989990
	Iteration 84F: 3 clusters Score -249682.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -441897.875000 Penalty: 2142.530029
	Iteration 0F: 2 clusters Score -441897.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -436993.625000 Penalty: 4285.060059
	Iteration 0F: 3 clusters Score -436993.6 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -438223.218750 Penalty: 4285.060059
	Iteration 1F: 3 clusters Score -438223.2 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -438428.062500 Penalty: 4285.060059
	Iteration 2F: 3 clusters Score -438428.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -438565.625000 Penalty: 4285.060059
	Iteration 3Q: 3 clusters Score -438565.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -438656.156250 Penalty: 4285.060059
	Iteration 4Q: 3 clusters Score -438656.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -438730.562500 Penalty: 4285.060059
	Iteration 5Q: 3 clusters Score -438730.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -438799.906250 Penalty: 4285.060059
	Iteration 6Q: 3 clusters Score -438799.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -438851.281250 Penalty: 4285.060059
	Iteration 7Q: 3 clusters Score -438851.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -438892.656250 Penalty: 4285.060059
	Iteration 8Q: 3 clusters Score -438892.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -438948.125000 Penalty: 4285.060059
	Iteration 9Q: 3 clusters Score -438948.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -438995.312500 Penalty: 4285.060059
	Iteration 10Q: 3 clusters Score -438995.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -439046.718750 Penalty: 4285.060059
	Iteration 11Q: 3 clusters Score -439046.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -439108.093750 Penalty: 4285.060059
	Iteration 12Q: 3 clusters Score -439108.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -439180.312500 Penalty: 4285.060059
	Iteration 13Q: 3 clusters Score -439180.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -439254.593750 Penalty: 4285.060059
	Iteration 14Q: 3 clusters Score -439254.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -439315.625000 Penalty: 4285.060059
	Iteration 15Q: 3 clusters Score -439315.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -439383.218750 Penalty: 4285.060059
	Iteration 16Q: 3 clusters Score -439383.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -439452.843750 Penalty: 4285.060059
	Iteration 17Q: 3 clusters Score -439452.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -439510.656250 Penalty: 4285.060059
	Iteration 18Q: 3 clusters Score -439510.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -439590.125000 Penalty: 4285.060059
	Iteration 19Q: 3 clusters Score -439590.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -439666.750000 Penalty: 4285.060059
	Iteration 20F: 3 clusters Score -439666.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -439744.000000 Penalty: 4285.060059
	Iteration 21Q: 3 clusters Score -439744 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -439825.406250 Penalty: 4285.060059
	Iteration 22Q: 3 clusters Score -439825.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -439911.468750 Penalty: 4285.060059
	Iteration 23Q: 3 clusters Score -439911.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -439982.343750 Penalty: 4285.060059
	Iteration 24Q: 3 clusters Score -439982.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -440038.343750 Penalty: 4285.060059
	Iteration 25Q: 3 clusters Score -440038.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -440082.781250 Penalty: 4285.060059
	Iteration 26Q: 3 clusters Score -440082.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -440122.156250 Penalty: 4285.060059
	Iteration 27Q: 3 clusters Score -440122.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -440145.343750 Penalty: 4285.060059
	Iteration 28Q: 3 clusters Score -440145.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -440164.281250 Penalty: 4285.060059
	Iteration 29Q: 3 clusters Score -440164.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -440176.375000 Penalty: 4285.060059
	Iteration 30Q: 3 clusters Score -440176.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -440184.843750 Penalty: 4285.060059
	Iteration 31Q: 3 clusters Score -440184.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -440191.000000 Penalty: 4285.060059
	Iteration 32Q: 3 clusters Score -440191 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -440195.906250 Penalty: 4285.060059
	Iteration 33Q: 3 clusters Score -440195.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -440200.781250 Penalty: 4285.060059
	Iteration 34Q: 3 clusters Score -440200.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -440204.718750 Penalty: 4285.060059
	Iteration 35Q: 3 clusters Score -440204.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -440212.750000 Penalty: 4285.060059
	Iteration 36Q: 3 clusters Score -440212.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -440216.125000 Penalty: 4285.060059
	Iteration 37Q: 3 clusters Score -440216.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -440220.375000 Penalty: 4285.060059
	Iteration 38Q: 3 clusters Score -440220.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -440223.656250 Penalty: 4285.060059
	Iteration 39Q: 3 clusters Score -440223.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -440225.625000 Penalty: 4285.060059
	Iteration 40F: 3 clusters Score -440225.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -440228.000000 Penalty: 4285.060059
	Iteration 41Q: 3 clusters Score -440228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -440230.250000 Penalty: 4285.060059
	Iteration 42Q: 3 clusters Score -440230.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -440231.593750 Penalty: 4285.060059
	Iteration 43Q: 3 clusters Score -440231.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -440232.968750 Penalty: 4285.060059
	Iteration 44Q: 3 clusters Score -440233 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -440234.062500 Penalty: 4285.060059
	Iteration 45Q: 3 clusters Score -440234.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -440234.281250 Penalty: 4285.060059
	Iteration 46Q: 3 clusters Score -440234.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -440235.531250 Penalty: 4285.060059
	Iteration 47Q: 3 clusters Score -440235.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -440235.718750 Penalty: 4285.060059
	Iteration 48Q: 3 clusters Score -440235.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -440235.593750 Penalty: 4285.060059
	Iteration 49Q: 3 clusters Score -440235.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -440236.593750 Penalty: 4285.060059
	Iteration 50Q: 3 clusters Score -440236.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -440237.625000 Penalty: 4285.060059
	Iteration 51Q: 3 clusters Score -440237.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -440239.062500 Penalty: 4285.060059
	Iteration 52Q: 3 clusters Score -440239.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -440240.093750 Penalty: 4285.060059
	Iteration 53Q: 3 clusters Score -440240.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -440240.062500 Penalty: 4285.060059
	Iteration 54Q: 3 clusters Score -440240.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -440241.218750 Penalty: 4285.060059
	Iteration 55Q: 3 clusters Score -440241.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -440240.687500 Penalty: 4285.060059
	Iteration 56Q: 3 clusters Score -440240.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -440241.531250 Penalty: 4285.060059
	Iteration 57Q: 3 clusters Score -440241.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -440243.281250 Penalty: 4285.060059
	Iteration 58Q: 3 clusters Score -440243.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -440243.312500 Penalty: 4285.060059
	Iteration 59Q: 3 clusters Score -440243.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -440244.218750 Penalty: 4285.060059
	Iteration 60F: 3 clusters Score -440244.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (11836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Entering Unmasked Estep 
Score: -924845.625000 Penalty: 2325.967285
	Iteration 0F: 2 clusters Score -924845.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -916038.187500 Penalty: 4651.934570
	Iteration 0F: 3 clusters Score -916038.2 nChanged 4982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -918886.562500 Penalty: 4651.934570
	Iteration 1F: 3 clusters Score -918886.6 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -919436.812500 Penalty: 4651.934570
	Iteration 2F: 3 clusters Score -919436.8 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -920061.375000 Penalty: 4651.934570
	Iteration 3F: 3 clusters Score -920061.4 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -920819.937500 Penalty: 4651.934570
	Iteration 4F: 3 clusters Score -920819.9 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -921589.875000 Penalty: 4651.934570
	Iteration 5F: 3 clusters Score -921589.9 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -922252.875000 Penalty: 4651.934570
	Iteration 6F: 3 clusters Score -922252.9 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -922863.187500 Penalty: 4651.934570
	Iteration 7F: 3 clusters Score -922863.2 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -923377.250000 Penalty: 4651.934570
	Iteration 8Q: 3 clusters Score -923377.2 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -923966.375000 Penalty: 4651.934570
	Iteration 9Q: 3 clusters Score -923966.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -924408.062500 Penalty: 4651.934570
	Iteration 10Q: 3 clusters Score -924408.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -924649.437500 Penalty: 4651.934570
	Iteration 11Q: 3 clusters Score -924649.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -924720.875000 Penalty: 4651.934570
	Iteration 12Q: 3 clusters Score -924720.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -924761.187500 Penalty: 4651.934570
	Iteration 13Q: 3 clusters Score -924761.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -924788.312500 Penalty: 4651.934570
	Iteration 14Q: 3 clusters Score -924788.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -924804.875000 Penalty: 4651.934570
	Iteration 15Q: 3 clusters Score -924804.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -924816.500000 Penalty: 4651.934570
	Iteration 16Q: 3 clusters Score -924816.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -924832.562500 Penalty: 4651.934570
	Iteration 17Q: 3 clusters Score -924832.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -924843.687500 Penalty: 4651.934570
	Iteration 18Q: 3 clusters Score -924843.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -924855.687500 Penalty: 4651.934570
	Iteration 19Q: 3 clusters Score -924855.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -924869.500000 Penalty: 4651.934570
	Iteration 20F: 3 clusters Score -924869.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -924874.625000 Penalty: 4651.934570
	Iteration 21Q: 3 clusters Score -924874.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -924879.562500 Penalty: 4651.934570
	Iteration 22Q: 3 clusters Score -924879.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -924885.500000 Penalty: 4651.934570
	Iteration 23Q: 3 clusters Score -924885.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -924889.937500 Penalty: 4651.934570
	Iteration 24Q: 3 clusters Score -924889.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -924891.062500 Penalty: 4651.934570
	Iteration 25Q: 3 clusters Score -924891.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -924896.750000 Penalty: 4651.934570
	Iteration 26Q: 3 clusters Score -924896.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -924901.500000 Penalty: 4651.934570
	Iteration 27Q: 3 clusters Score -924901.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -924903.312500 Penalty: 4651.934570
	Iteration 28Q: 3 clusters Score -924903.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -924907.562500 Penalty: 4651.934570
	Iteration 29Q: 3 clusters Score -924907.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -924913.625000 Penalty: 4651.934570
	Iteration 30Q: 3 clusters Score -924913.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -924912.937500 Penalty: 4651.934570
	Iteration 31Q: 3 clusters Score -924912.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -924917.937500 Penalty: 4651.934570
	Iteration 32Q: 3 clusters Score -924917.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -924917.187500 Penalty: 4651.934570
	Iteration 33Q: 3 clusters Score -924917.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -924919.125000 Penalty: 4651.934570
	Iteration 34Q: 3 clusters Score -924919.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -924918.062500 Penalty: 4651.934570
	Iteration 35Q: 3 clusters Score -924918.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -924918.000000 Penalty: 4651.934570
	Iteration 36Q: 3 clusters Score -924918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -924919.187500 Penalty: 4651.934570
	Iteration 37Q: 3 clusters Score -924919.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -924917.937500 Penalty: 4651.934570
	Iteration 38Q: 3 clusters Score -924917.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -924918.812500 Penalty: 4651.934570
	Iteration 39Q: 3 clusters Score -924918.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -924917.000000 Penalty: 4651.934570
	Iteration 40F: 3 clusters Score -924917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -924917.187500 Penalty: 4651.934570
	Iteration 41Q: 3 clusters Score -924917.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -924919.125000 Penalty: 4651.934570
	Iteration 42Q: 3 clusters Score -924919.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -924920.375000 Penalty: 4651.934570
	Iteration 43Q: 3 clusters Score -924920.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -924920.562500 Penalty: 4651.934570
	Iteration 44Q: 3 clusters Score -924920.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -924923.687500 Penalty: 4651.934570
	Iteration 45Q: 3 clusters Score -924923.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -924924.437500 Penalty: 4651.934570
	Iteration 46Q: 3 clusters Score -924924.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -924926.312500 Penalty: 4651.934570
	Iteration 47Q: 3 clusters Score -924926.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -924925.562500 Penalty: 4651.934570
	Iteration 48Q: 3 clusters Score -924925.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -924925.500000 Penalty: 4651.934570
	Iteration 49Q: 3 clusters Score -924925.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -924926.062500 Penalty: 4651.934570
	Iteration 50Q: 3 clusters Score -924926.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -924926.062500 Penalty: 4651.934570
	Iteration 51F: 3 clusters Score -924926.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74853 members 
Mstep: Class 2 contains 24241 members 
Mstep: Class 3 contains 3402 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 92366 members 
Mstep: Class 6 contains 154023 members 
Mstep: Class 7 contains 8594 members 
Mstep: Class 8 contains 8379 members 
Mstep: Class 9 contains 75825 members 
Mstep: Class 10 contains 63978 members 
Mstep: Class 11 contains 6332 members 
Mstep: Class 12 contains 60128 members 
Mstep: Class 13 contains 5809 members 
Mstep: Class 14 contains 21409 members 
Mstep: Class 15 contains 17030 members 
Mstep: Class 16 contains 14057 members 
Mstep: Class 17 contains 37858 members 
Mstep: Class 18 contains 2951 members 
Mstep: Class 19 contains 5649 members 
Mstep: Class 20 contains 2289 members 
Mstep: Class 21 contains 9831 members 
Mstep: Class 22 contains 9998 members 
Mstep: Class 23 contains 28695 members 
Mstep: Class 24 contains 530294 members 
Mstep: Class 25 contains 60834 members 
Mstep: Class 26 contains 6829 members 
Mstep: Class 27 contains 3460 members 
Mstep: Class 28 contains 69702 members 
Mstep: Class 29 contains 5902 members 
Mstep: Class 30 contains 16232 members 
Mstep: Class 31 contains 3322 members 
Mstep: Class 32 contains 22967 members 
Mstep: Class 33 contains 2734 members 
Mstep: Class 34 contains 9547 members 
Entering Unmasked Estep 
Score: -111982984.000000 Penalty: 119701.210938
Splitting cluster 20 changes total score from -111983808.000000 to -111982984.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (9831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Entering Unmasked Estep 
Score: -801497.187500 Penalty: 2279.937256
	Iteration 0F: 2 clusters Score -801497.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -793893.750000 Penalty: 4559.874512
	Iteration 0F: 3 clusters Score -793893.8 nChanged 4109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -796054.312500 Penalty: 4559.874512
	Iteration 1F: 3 clusters Score -796054.3 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -796370.312500 Penalty: 4559.874512
	Iteration 2F: 3 clusters Score -796370.3 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -796613.500000 Penalty: 4559.874512
	Iteration 3F: 3 clusters Score -796613.5 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -796808.187500 Penalty: 4559.874512
	Iteration 4Q: 3 clusters Score -796808.2 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -796970.875000 Penalty: 4559.874512
	Iteration 5Q: 3 clusters Score -796970.9 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -797108.625000 Penalty: 4559.874512
	Iteration 6Q: 3 clusters Score -797108.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -797252.750000 Penalty: 4559.874512
	Iteration 7Q: 3 clusters Score -797252.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -797419.312500 Penalty: 4559.874512
	Iteration 8Q: 3 clusters Score -797419.3 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -797619.437500 Penalty: 4559.874512
	Iteration 9Q: 3 clusters Score -797619.4 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -797850.250000 Penalty: 4559.874512
	Iteration 10Q: 3 clusters Score -797850.2 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -798137.750000 Penalty: 4559.874512
	Iteration 11Q: 3 clusters Score -798137.8 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -798466.312500 Penalty: 4559.874512
	Iteration 12Q: 3 clusters Score -798466.3 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -798755.562500 Penalty: 4559.874512
	Iteration 13Q: 3 clusters Score -798755.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -798999.812500 Penalty: 4559.874512
	Iteration 14Q: 3 clusters Score -798999.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -799171.875000 Penalty: 4559.874512
	Iteration 15Q: 3 clusters Score -799171.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -799291.812500 Penalty: 4559.874512
	Iteration 16Q: 3 clusters Score -799291.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -799384.125000 Penalty: 4559.874512
	Iteration 17Q: 3 clusters Score -799384.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -799441.937500 Penalty: 4559.874512
	Iteration 18Q: 3 clusters Score -799441.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -799489.750000 Penalty: 4559.874512
	Iteration 19Q: 3 clusters Score -799489.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -799521.625000 Penalty: 4559.874512
	Iteration 20F: 3 clusters Score -799521.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -799534.375000 Penalty: 4559.874512
	Iteration 21Q: 3 clusters Score -799534.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -799544.500000 Penalty: 4559.874512
	Iteration 22Q: 3 clusters Score -799544.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -799553.625000 Penalty: 4559.874512
	Iteration 23Q: 3 clusters Score -799553.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -799570.187500 Penalty: 4559.874512
	Iteration 24Q: 3 clusters Score -799570.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -799578.000000 Penalty: 4559.874512
	Iteration 25Q: 3 clusters Score -799578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -799587.312500 Penalty: 4559.874512
	Iteration 26Q: 3 clusters Score -799587.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -799591.812500 Penalty: 4559.874512
	Iteration 27Q: 3 clusters Score -799591.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -799592.625000 Penalty: 4559.874512
	Iteration 28Q: 3 clusters Score -799592.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -799592.125000 Penalty: 4559.874512
	Iteration 29Q: 3 clusters Score -799592.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -799592.750000 Penalty: 4559.874512
	Iteration 30Q: 3 clusters Score -799592.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -799592.750000 Penalty: 4559.874512
	Iteration 31F: 3 clusters Score -799592.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (9998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Entering Unmasked Estep 
Score: -752832.937500 Penalty: 2284.114746
	Iteration 0F: 2 clusters Score -752832.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -745269.625000 Penalty: 4568.229492
	Iteration 0F: 3 clusters Score -745269.6 nChanged 4073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -747567.250000 Penalty: 4568.229492
	Iteration 1F: 3 clusters Score -747567.2 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -748171.062500 Penalty: 4568.229492
	Iteration 2F: 3 clusters Score -748171.1 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -748725.000000 Penalty: 4568.229492
	Iteration 3F: 3 clusters Score -748725 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -749216.750000 Penalty: 4568.229492
	Iteration 4F: 3 clusters Score -749216.8 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -749674.000000 Penalty: 4568.229492
	Iteration 5F: 3 clusters Score -749674 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -750048.937500 Penalty: 4568.229492
	Iteration 6F: 3 clusters Score -750048.9 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -750339.875000 Penalty: 4568.229492
	Iteration 7Q: 3 clusters Score -750339.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -750582.187500 Penalty: 4568.229492
	Iteration 8Q: 3 clusters Score -750582.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -750785.500000 Penalty: 4568.229492
	Iteration 9Q: 3 clusters Score -750785.5 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -750974.000000 Penalty: 4568.229492
	Iteration 10Q: 3 clusters Score -750974 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -751129.125000 Penalty: 4568.229492
	Iteration 11Q: 3 clusters Score -751129.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -751280.375000 Penalty: 4568.229492
	Iteration 12Q: 3 clusters Score -751280.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -751423.750000 Penalty: 4568.229492
	Iteration 13Q: 3 clusters Score -751423.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -751554.312500 Penalty: 4568.229492
	Iteration 14Q: 3 clusters Score -751554.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -751724.937500 Penalty: 4568.229492
	Iteration 15Q: 3 clusters Score -751724.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -751931.812500 Penalty: 4568.229492
	Iteration 16Q: 3 clusters Score -751931.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -752175.750000 Penalty: 4568.229492
	Iteration 17Q: 3 clusters Score -752175.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -752356.937500 Penalty: 4568.229492
	Iteration 18Q: 3 clusters Score -752356.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -752452.562500 Penalty: 4568.229492
	Iteration 19Q: 3 clusters Score -752452.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -752497.062500 Penalty: 4568.229492
	Iteration 20F: 3 clusters Score -752497.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -752523.750000 Penalty: 4568.229492
	Iteration 21Q: 3 clusters Score -752523.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -752535.750000 Penalty: 4568.229492
	Iteration 22Q: 3 clusters Score -752535.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -752544.125000 Penalty: 4568.229492
	Iteration 23Q: 3 clusters Score -752544.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -752551.562500 Penalty: 4568.229492
	Iteration 24Q: 3 clusters Score -752551.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -752554.062500 Penalty: 4568.229492
	Iteration 25Q: 3 clusters Score -752554.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -752559.437500 Penalty: 4568.229492
	Iteration 26Q: 3 clusters Score -752559.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -752566.125000 Penalty: 4568.229492
	Iteration 27Q: 3 clusters Score -752566.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -752567.375000 Penalty: 4568.229492
	Iteration 28Q: 3 clusters Score -752567.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -752567.937500 Penalty: 4568.229492
	Iteration 29Q: 3 clusters Score -752567.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -752567.437500 Penalty: 4568.229492
	Iteration 30Q: 3 clusters Score -752567.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -752568.687500 Penalty: 4568.229492
	Iteration 31Q: 3 clusters Score -752568.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -752568.687500 Penalty: 4568.229492
	Iteration 32F: 3 clusters Score -752568.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (28695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28695 members 
Entering Unmasked Estep 
Score: -2210535.500000 Penalty: 2545.590576
	Iteration 0F: 2 clusters Score -2210536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -2190679.000000 Penalty: 5091.181152
	Iteration 0F: 3 clusters Score -2190679 nChanged 12843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 14975 members 
Entering Unmasked Estep 
Score: -2197738.250000 Penalty: 5091.181152
	Iteration 1F: 3 clusters Score -2197738 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -2198174.500000 Penalty: 5091.181152
	Iteration 2Q: 3 clusters Score -2198174 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -2198606.250000 Penalty: 5091.181152
	Iteration 3Q: 3 clusters Score -2198606 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 16504 members 
Entering Unmasked Estep 
Score: -2199114.250000 Penalty: 5091.181152
	Iteration 4Q: 3 clusters Score -2199114 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 17453 members 
Entering Unmasked Estep 
Score: -2199771.000000 Penalty: 5091.181152
	Iteration 5Q: 3 clusters Score -2199771 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 18743 members 
Entering Unmasked Estep 
Score: -2200687.250000 Penalty: 5091.181152
	Iteration 6F: 3 clusters Score -2200687 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 20199 members 
Entering Unmasked Estep 
Score: -2201793.500000 Penalty: 5091.181152
	Iteration 7F: 3 clusters Score -2201794 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 21791 members 
Entering Unmasked Estep 
Score: -2203038.000000 Penalty: 5091.181152
	Iteration 8F: 3 clusters Score -2203038 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 23436 members 
Entering Unmasked Estep 
Score: -2204399.500000 Penalty: 5091.181152
	Iteration 9F: 3 clusters Score -2204400 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 25001 members 
Entering Unmasked Estep 
Score: -2205717.500000 Penalty: 5091.181152
	Iteration 10F: 3 clusters Score -2205718 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 26127 members 
Entering Unmasked Estep 
Score: -2206700.500000 Penalty: 5091.181152
	Iteration 11Q: 3 clusters Score -2206700 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 26908 members 
Entering Unmasked Estep 
Score: -2207385.250000 Penalty: 5091.181152
	Iteration 12Q: 3 clusters Score -2207385 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 27384 members 
Entering Unmasked Estep 
Score: -2207792.750000 Penalty: 5091.181152
	Iteration 13Q: 3 clusters Score -2207793 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 27638 members 
Entering Unmasked Estep 
Score: -2208018.500000 Penalty: 5091.181152
	Iteration 14Q: 3 clusters Score -2208018 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 27788 members 
Entering Unmasked Estep 
Score: -2208167.000000 Penalty: 5091.181152
	Iteration 15Q: 3 clusters Score -2208167 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 27884 members 
Entering Unmasked Estep 
Score: -2208256.250000 Penalty: 5091.181152
	Iteration 16Q: 3 clusters Score -2208256 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 27930 members 
Entering Unmasked Estep 
Score: -2208290.500000 Penalty: 5091.181152
	Iteration 17Q: 3 clusters Score -2208290 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 27957 members 
Entering Unmasked Estep 
Score: -2208309.250000 Penalty: 5091.181152
	Iteration 18Q: 3 clusters Score -2208309 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 27979 members 
Entering Unmasked Estep 
Score: -2208318.000000 Penalty: 5091.181152
	Iteration 19Q: 3 clusters Score -2208318 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 28003 members 
Entering Unmasked Estep 
Score: -2208336.500000 Penalty: 5091.181152
	Iteration 20F: 3 clusters Score -2208336 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 28019 members 
Entering Unmasked Estep 
Score: -2208344.750000 Penalty: 5091.181152
	Iteration 21Q: 3 clusters Score -2208345 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 28030 members 
Entering Unmasked Estep 
Score: -2208355.500000 Penalty: 5091.181152
	Iteration 22Q: 3 clusters Score -2208356 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 28037 members 
Entering Unmasked Estep 
Score: -2208362.750000 Penalty: 5091.181152
	Iteration 23Q: 3 clusters Score -2208363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 28038 members 
Entering Unmasked Estep 
Score: -2208359.500000 Penalty: 5091.181152
	Iteration 24Q: 3 clusters Score -2208360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 28038 members 
Entering Unmasked Estep 
Score: -2208359.500000 Penalty: 5091.181152
	Iteration 25F: 3 clusters Score -2208360 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (530294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530294 members 
Entering Unmasked Estep 
Score: -41755072.000000 Penalty: 3268.934326
	Iteration 0F: 2 clusters Score -4.175507e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265978 members 
Mstep: Class 2 contains 264316 members 
Entering Unmasked Estep 
Score: -41396216.000000 Penalty: 6537.868652
	Iteration 0F: 3 clusters Score -4.139622e+07 nChanged 258826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287356 members 
Mstep: Class 2 contains 242938 members 
Entering Unmasked Estep 
Score: -41553920.000000 Penalty: 6537.868652
	Iteration 1F: 3 clusters Score -4.155392e+07 nChanged 16277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301073 members 
Mstep: Class 2 contains 229221 members 
Entering Unmasked Estep 
Score: -41558672.000000 Penalty: 6537.868652
	Iteration 2Q: 3 clusters Score -4.155867e+07 nChanged 22722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322831 members 
Mstep: Class 2 contains 207463 members 
Entering Unmasked Estep 
Score: -41567364.000000 Penalty: 6537.868652
	Iteration 3Q: 3 clusters Score -4.156736e+07 nChanged 33358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356001 members 
Mstep: Class 2 contains 174293 members 
Entering Unmasked Estep 
Score: -41586152.000000 Penalty: 6537.868652
	Iteration 4F: 3 clusters Score -4.158615e+07 nChanged 46639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402612 members 
Mstep: Class 2 contains 127682 members 
Entering Unmasked Estep 
Score: -41622756.000000 Penalty: 6537.868652
	Iteration 5F: 3 clusters Score -4.162276e+07 nChanged 54678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457290 members 
Mstep: Class 2 contains 73004 members 
Entering Unmasked Estep 
Score: -41676872.000000 Penalty: 6537.868652
	Iteration 6F: 3 clusters Score -4.167687e+07 nChanged 45219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502507 members 
Mstep: Class 2 contains 27787 members 
Entering Unmasked Estep 
Score: -41724668.000000 Penalty: 6537.868652
	Iteration 7F: 3 clusters Score -4.172467e+07 nChanged 21082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523589 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -41746072.000000 Penalty: 6537.868652
	Iteration 8Q: 3 clusters Score -4.174607e+07 nChanged 5286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528873 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -41751056.000000 Penalty: 6537.868652
	Iteration 9Q: 3 clusters Score -4.175106e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529818 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -41751856.000000 Penalty: 6537.868652
	Iteration 10Q: 3 clusters Score -4.175186e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529960 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -41752092.000000 Penalty: 6537.868652
	Iteration 11Q: 3 clusters Score -4.175209e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529982 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -41752180.000000 Penalty: 6537.868652
	Iteration 12Q: 3 clusters Score -4.175218e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529989 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -41752228.000000 Penalty: 6537.868652
	Iteration 13Q: 3 clusters Score -4.175223e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529994 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -41752264.000000 Penalty: 6537.868652
	Iteration 14Q: 3 clusters Score -4.175226e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529984 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -41752296.000000 Penalty: 6537.868652
	Iteration 15Q: 3 clusters Score -4.17523e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529977 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -41752332.000000 Penalty: 6537.868652
	Iteration 16Q: 3 clusters Score -4.175233e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529967 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -41752372.000000 Penalty: 6537.868652
	Iteration 17Q: 3 clusters Score -4.175237e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529963 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -41752360.000000 Penalty: 6537.868652
	Iteration 18Q: 3 clusters Score -4.175236e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529955 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -41752364.000000 Penalty: 6537.868652
	Iteration 19Q: 3 clusters Score -4.175236e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529947 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -41752392.000000 Penalty: 6537.868652
	Iteration 20F: 3 clusters Score -4.175239e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529934 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -41752424.000000 Penalty: 6537.868652
	Iteration 21Q: 3 clusters Score -4.175242e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529927 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -41752476.000000 Penalty: 6537.868652
	Iteration 22Q: 3 clusters Score -4.175248e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529912 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -41752520.000000 Penalty: 6537.868652
	Iteration 23Q: 3 clusters Score -4.175252e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529894 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -41752560.000000 Penalty: 6537.868652
	Iteration 24Q: 3 clusters Score -4.175256e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529888 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -41752580.000000 Penalty: 6537.868652
	Iteration 25Q: 3 clusters Score -4.175258e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529870 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -41752604.000000 Penalty: 6537.868652
	Iteration 26Q: 3 clusters Score -4.17526e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529854 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -41752640.000000 Penalty: 6537.868652
	Iteration 27Q: 3 clusters Score -4.175264e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529845 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -41752632.000000 Penalty: 6537.868652
	Iteration 28Q: 3 clusters Score -4.175263e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529842 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -41752680.000000 Penalty: 6537.868652
	Iteration 29Q: 3 clusters Score -4.175268e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529825 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -41752732.000000 Penalty: 6537.868652
	Iteration 30Q: 3 clusters Score -4.175273e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529806 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -41752756.000000 Penalty: 6537.868652
	Iteration 31Q: 3 clusters Score -4.175276e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529798 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -41752728.000000 Penalty: 6537.868652
	Iteration 32Q: 3 clusters Score -4.175273e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529791 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -41752756.000000 Penalty: 6537.868652
	Iteration 33Q: 3 clusters Score -4.175276e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529787 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -41752772.000000 Penalty: 6537.868652
	Iteration 34Q: 3 clusters Score -4.175277e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529782 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -41752764.000000 Penalty: 6537.868652
	Iteration 35Q: 3 clusters Score -4.175276e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529777 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -41752776.000000 Penalty: 6537.868652
	Iteration 36Q: 3 clusters Score -4.175278e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529767 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -41752796.000000 Penalty: 6537.868652
	Iteration 37Q: 3 clusters Score -4.17528e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529763 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -41752788.000000 Penalty: 6537.868652
	Iteration 38Q: 3 clusters Score -4.175279e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529762 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -41752800.000000 Penalty: 6537.868652
	Iteration 39Q: 3 clusters Score -4.17528e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529760 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -41752792.000000 Penalty: 6537.868652
	Iteration 40F: 3 clusters Score -4.175279e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529753 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -41752776.000000 Penalty: 6537.868652
	Iteration 41Q: 3 clusters Score -4.175278e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529749 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -41752788.000000 Penalty: 6537.868652
	Iteration 42Q: 3 clusters Score -4.175279e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529747 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -41752784.000000 Penalty: 6537.868652
	Iteration 43Q: 3 clusters Score -4.175278e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529742 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -41752788.000000 Penalty: 6537.868652
	Iteration 44Q: 3 clusters Score -4.175279e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529735 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -41752800.000000 Penalty: 6537.868652
	Iteration 45Q: 3 clusters Score -4.17528e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529721 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -41752792.000000 Penalty: 6537.868652
	Iteration 46Q: 3 clusters Score -4.175279e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529714 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -41752812.000000 Penalty: 6537.868652
	Iteration 47Q: 3 clusters Score -4.175281e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529695 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -41752840.000000 Penalty: 6537.868652
	Iteration 48Q: 3 clusters Score -4.175284e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529674 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -41752872.000000 Penalty: 6537.868652
	Iteration 49Q: 3 clusters Score -4.175287e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529656 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -41752916.000000 Penalty: 6537.868652
	Iteration 50Q: 3 clusters Score -4.175292e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529638 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -41752876.000000 Penalty: 6537.868652
	Iteration 51Q: 3 clusters Score -4.175288e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529623 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -41752908.000000 Penalty: 6537.868652
	Iteration 52Q: 3 clusters Score -4.175291e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529608 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -41752908.000000 Penalty: 6537.868652
	Iteration 53Q: 3 clusters Score -4.175291e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529587 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -41752920.000000 Penalty: 6537.868652
	Iteration 54Q: 3 clusters Score -4.175292e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529569 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -41752924.000000 Penalty: 6537.868652
	Iteration 55Q: 3 clusters Score -4.175292e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529556 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -41752908.000000 Penalty: 6537.868652
	Iteration 56Q: 3 clusters Score -4.175291e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529541 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -41752888.000000 Penalty: 6537.868652
	Iteration 57Q: 3 clusters Score -4.175289e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529522 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -41752876.000000 Penalty: 6537.868652
	Iteration 58Q: 3 clusters Score -4.175288e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529504 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -41752932.000000 Penalty: 6537.868652
	Iteration 59Q: 3 clusters Score -4.175293e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529475 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -41752964.000000 Penalty: 6537.868652
	Iteration 60F: 3 clusters Score -4.175296e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529438 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -41753048.000000 Penalty: 6537.868652
	Iteration 61Q: 3 clusters Score -4.175305e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529395 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -41753092.000000 Penalty: 6537.868652
	Iteration 62Q: 3 clusters Score -4.175309e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529361 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -41753116.000000 Penalty: 6537.868652
	Iteration 63Q: 3 clusters Score -4.175312e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529323 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -41753168.000000 Penalty: 6537.868652
	Iteration 64Q: 3 clusters Score -4.175317e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529286 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -41753188.000000 Penalty: 6537.868652
	Iteration 65Q: 3 clusters Score -4.175319e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529259 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -41753212.000000 Penalty: 6537.868652
	Iteration 66Q: 3 clusters Score -4.175321e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529224 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -41753284.000000 Penalty: 6537.868652
	Iteration 67Q: 3 clusters Score -4.175328e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529181 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -41753260.000000 Penalty: 6537.868652
	Iteration 68Q: 3 clusters Score -4.175326e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529146 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -41753340.000000 Penalty: 6537.868652
	Iteration 69Q: 3 clusters Score -4.175334e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529104 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -41753320.000000 Penalty: 6537.868652
	Iteration 70Q: 3 clusters Score -4.175332e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529056 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -41753368.000000 Penalty: 6537.868652
	Iteration 71Q: 3 clusters Score -4.175337e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528985 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -41753420.000000 Penalty: 6537.868652
	Iteration 72Q: 3 clusters Score -4.175342e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528930 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -41753436.000000 Penalty: 6537.868652
	Iteration 73Q: 3 clusters Score -4.175344e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528880 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -41753444.000000 Penalty: 6537.868652
	Iteration 74Q: 3 clusters Score -4.175344e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528836 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -41753468.000000 Penalty: 6537.868652
	Iteration 75Q: 3 clusters Score -4.175347e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528809 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -41753440.000000 Penalty: 6537.868652
	Iteration 76Q: 3 clusters Score -4.175344e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528780 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -41753476.000000 Penalty: 6537.868652
	Iteration 77Q: 3 clusters Score -4.175348e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528754 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -41753492.000000 Penalty: 6537.868652
	Iteration 78Q: 3 clusters Score -4.175349e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528738 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -41753520.000000 Penalty: 6537.868652
	Iteration 79Q: 3 clusters Score -4.175352e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528720 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -41753548.000000 Penalty: 6537.868652
	Iteration 80F: 3 clusters Score -4.175355e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528699 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -41753564.000000 Penalty: 6537.868652
	Iteration 81Q: 3 clusters Score -4.175356e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528682 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -41753580.000000 Penalty: 6537.868652
	Iteration 82Q: 3 clusters Score -4.175358e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528660 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -41753588.000000 Penalty: 6537.868652
	Iteration 83Q: 3 clusters Score -4.175359e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528631 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -41753560.000000 Penalty: 6537.868652
	Iteration 84Q: 3 clusters Score -4.175356e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528602 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -41753552.000000 Penalty: 6537.868652
	Iteration 85Q: 3 clusters Score -4.175355e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528573 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -41753620.000000 Penalty: 6537.868652
	Iteration 86Q: 3 clusters Score -4.175362e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528544 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -41753660.000000 Penalty: 6537.868652
	Iteration 87Q: 3 clusters Score -4.175366e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528512 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -41753668.000000 Penalty: 6537.868652
	Iteration 88Q: 3 clusters Score -4.175367e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528481 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -41753652.000000 Penalty: 6537.868652
	Iteration 89Q: 3 clusters Score -4.175365e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528456 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -41753640.000000 Penalty: 6537.868652
	Iteration 90Q: 3 clusters Score -4.175364e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528417 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -41753624.000000 Penalty: 6537.868652
	Iteration 91Q: 3 clusters Score -4.175362e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528381 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -41753660.000000 Penalty: 6537.868652
	Iteration 92Q: 3 clusters Score -4.175366e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528354 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -41753640.000000 Penalty: 6537.868652
	Iteration 93Q: 3 clusters Score -4.175364e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528324 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -41753672.000000 Penalty: 6537.868652
	Iteration 94Q: 3 clusters Score -4.175367e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528296 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -41753660.000000 Penalty: 6537.868652
	Iteration 95Q: 3 clusters Score -4.175366e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528270 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -41753660.000000 Penalty: 6537.868652
	Iteration 96Q: 3 clusters Score -4.175366e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528245 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -41753664.000000 Penalty: 6537.868652
	Iteration 97Q: 3 clusters Score -4.175366e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528224 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -41753696.000000 Penalty: 6537.868652
	Iteration 98Q: 3 clusters Score -4.17537e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528215 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -41753704.000000 Penalty: 6537.868652
	Iteration 99Q: 3 clusters Score -4.17537e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528205 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -41753700.000000 Penalty: 6537.868652
	Iteration 100F: 3 clusters Score -4.17537e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528194 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -41753684.000000 Penalty: 6537.868652
	Iteration 101Q: 3 clusters Score -4.175368e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528192 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -41753712.000000 Penalty: 6537.868652
	Iteration 102Q: 3 clusters Score -4.175371e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528186 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -41753716.000000 Penalty: 6537.868652
	Iteration 103Q: 3 clusters Score -4.175372e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528177 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -41753736.000000 Penalty: 6537.868652
	Iteration 104Q: 3 clusters Score -4.175374e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528167 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -41753756.000000 Penalty: 6537.868652
	Iteration 105Q: 3 clusters Score -4.175376e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528164 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -41753780.000000 Penalty: 6537.868652
	Iteration 106Q: 3 clusters Score -4.175378e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528148 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -41753756.000000 Penalty: 6537.868652
	Iteration 107Q: 3 clusters Score -4.175376e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528132 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -41753796.000000 Penalty: 6537.868652
	Iteration 108Q: 3 clusters Score -4.17538e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528113 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -41753768.000000 Penalty: 6537.868652
	Iteration 109Q: 3 clusters Score -4.175377e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528102 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -41753756.000000 Penalty: 6537.868652
	Iteration 110Q: 3 clusters Score -4.175376e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528094 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -41753784.000000 Penalty: 6537.868652
	Iteration 111Q: 3 clusters Score -4.175378e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528092 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -41753808.000000 Penalty: 6537.868652
	Iteration 112Q: 3 clusters Score -4.175381e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528083 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -41753808.000000 Penalty: 6537.868652
	Iteration 113Q: 3 clusters Score -4.175381e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528075 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -41753788.000000 Penalty: 6537.868652
	Iteration 114Q: 3 clusters Score -4.175379e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528065 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -41753792.000000 Penalty: 6537.868652
	Iteration 115Q: 3 clusters Score -4.175379e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528052 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -41753796.000000 Penalty: 6537.868652
	Iteration 116Q: 3 clusters Score -4.17538e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528042 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -41753816.000000 Penalty: 6537.868652
	Iteration 117Q: 3 clusters Score -4.175382e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528031 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -41753800.000000 Penalty: 6537.868652
	Iteration 118Q: 3 clusters Score -4.17538e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528029 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -41753824.000000 Penalty: 6537.868652
	Iteration 119Q: 3 clusters Score -4.175382e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528020 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -41753840.000000 Penalty: 6537.868652
	Iteration 120F: 3 clusters Score -4.175384e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528019 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -41753864.000000 Penalty: 6537.868652
	Iteration 121Q: 3 clusters Score -4.175386e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528015 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -41753864.000000 Penalty: 6537.868652
	Iteration 122Q: 3 clusters Score -4.175386e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528011 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -41753828.000000 Penalty: 6537.868652
	Iteration 123Q: 3 clusters Score -4.175383e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528007 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -41753856.000000 Penalty: 6537.868652
	Iteration 124Q: 3 clusters Score -4.175386e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528002 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -41753856.000000 Penalty: 6537.868652
	Iteration 125Q: 3 clusters Score -4.175386e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528000 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -41753844.000000 Penalty: 6537.868652
	Iteration 126Q: 3 clusters Score -4.175384e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528000 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -41753856.000000 Penalty: 6537.868652
	Iteration 127Q: 3 clusters Score -4.175386e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528000 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -41753856.000000 Penalty: 6537.868652
	Iteration 128F: 3 clusters Score -4.175386e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (60834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60834 members 
Entering Unmasked Estep 
Score: -4762007.000000 Penalty: 2731.944336
	Iteration 0F: 2 clusters Score -4762007 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30613 members 
Mstep: Class 2 contains 30221 members 
Entering Unmasked Estep 
Score: -4721374.500000 Penalty: 5463.888672
	Iteration 0F: 3 clusters Score -4721374 nChanged 28179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32440 members 
Mstep: Class 2 contains 28394 members 
Entering Unmasked Estep 
Score: -4737175.000000 Penalty: 5463.888672
	Iteration 1F: 3 clusters Score -4737175 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33365 members 
Mstep: Class 2 contains 27469 members 
Entering Unmasked Estep 
Score: -4737784.500000 Penalty: 5463.888672
	Iteration 2Q: 3 clusters Score -4737784 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34678 members 
Mstep: Class 2 contains 26156 members 
Entering Unmasked Estep 
Score: -4738428.000000 Penalty: 5463.888672
	Iteration 3Q: 3 clusters Score -4738428 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36590 members 
Mstep: Class 2 contains 24244 members 
Entering Unmasked Estep 
Score: -4739355.500000 Penalty: 5463.888672
	Iteration 4Q: 3 clusters Score -4739356 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39272 members 
Mstep: Class 2 contains 21562 members 
Entering Unmasked Estep 
Score: -4740805.500000 Penalty: 5463.888672
	Iteration 5Q: 3 clusters Score -4740806 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42957 members 
Mstep: Class 2 contains 17877 members 
Entering Unmasked Estep 
Score: -4743166.000000 Penalty: 5463.888672
	Iteration 6F: 3 clusters Score -4743166 nChanged 4669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47596 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -4746889.500000 Penalty: 5463.888672
	Iteration 7F: 3 clusters Score -4746890 nChanged 5035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52629 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -4751564.500000 Penalty: 5463.888672
	Iteration 8F: 3 clusters Score -4751564 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56819 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -4755693.500000 Penalty: 5463.888672
	Iteration 9F: 3 clusters Score -4755694 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59281 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -4758048.000000 Penalty: 5463.888672
	Iteration 10Q: 3 clusters Score -4758048 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60229 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -4758981.000000 Penalty: 5463.888672
	Iteration 11Q: 3 clusters Score -4758981 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60516 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -4759350.500000 Penalty: 5463.888672
	Iteration 12Q: 3 clusters Score -4759350 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60602 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -4759487.000000 Penalty: 5463.888672
	Iteration 13Q: 3 clusters Score -4759487 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60630 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -4759552.000000 Penalty: 5463.888672
	Iteration 14Q: 3 clusters Score -4759552 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60644 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -4759582.000000 Penalty: 5463.888672
	Iteration 15Q: 3 clusters Score -4759582 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60643 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -4759589.500000 Penalty: 5463.888672
	Iteration 16Q: 3 clusters Score -4759590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60646 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -4759604.000000 Penalty: 5463.888672
	Iteration 17Q: 3 clusters Score -4759604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60647 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -4759609.000000 Penalty: 5463.888672
	Iteration 18Q: 3 clusters Score -4759609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60646 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -4759609.500000 Penalty: 5463.888672
	Iteration 19Q: 3 clusters Score -4759610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60646 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -4759609.500000 Penalty: 5463.888672
	Iteration 20F: 3 clusters Score -4759610 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Entering Unmasked Estep 
Score: -517838.687500 Penalty: 2189.575684
	Iteration 0F: 2 clusters Score -517838.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -512174.218750 Penalty: 4379.151367
	Iteration 0F: 3 clusters Score -512174.2 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -513607.000000 Penalty: 4379.151367
	Iteration 1F: 3 clusters Score -513607 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -513880.437500 Penalty: 4379.151367
	Iteration 2F: 3 clusters Score -513880.4 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -514082.281250 Penalty: 4379.151367
	Iteration 3F: 3 clusters Score -514082.3 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -514229.593750 Penalty: 4379.151367
	Iteration 4Q: 3 clusters Score -514229.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -514346.937500 Penalty: 4379.151367
	Iteration 5Q: 3 clusters Score -514346.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -514451.687500 Penalty: 4379.151367
	Iteration 6Q: 3 clusters Score -514451.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -514579.687500 Penalty: 4379.151367
	Iteration 7Q: 3 clusters Score -514579.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -514710.625000 Penalty: 4379.151367
	Iteration 8Q: 3 clusters Score -514710.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -514831.750000 Penalty: 4379.151367
	Iteration 9Q: 3 clusters Score -514831.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -514952.000000 Penalty: 4379.151367
	Iteration 10Q: 3 clusters Score -514952 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -515068.093750 Penalty: 4379.151367
	Iteration 11Q: 3 clusters Score -515068.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -515181.281250 Penalty: 4379.151367
	Iteration 12Q: 3 clusters Score -515181.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -515283.531250 Penalty: 4379.151367
	Iteration 13Q: 3 clusters Score -515283.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -515378.937500 Penalty: 4379.151367
	Iteration 14Q: 3 clusters Score -515378.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -515468.843750 Penalty: 4379.151367
	Iteration 15Q: 3 clusters Score -515468.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -515548.062500 Penalty: 4379.151367
	Iteration 16Q: 3 clusters Score -515548.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -515615.812500 Penalty: 4379.151367
	Iteration 17Q: 3 clusters Score -515615.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -515670.812500 Penalty: 4379.151367
	Iteration 18Q: 3 clusters Score -515670.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -515715.750000 Penalty: 4379.151367
	Iteration 19Q: 3 clusters Score -515715.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -515753.968750 Penalty: 4379.151367
	Iteration 20F: 3 clusters Score -515754 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -515786.218750 Penalty: 4379.151367
	Iteration 21Q: 3 clusters Score -515786.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -515809.343750 Penalty: 4379.151367
	Iteration 22Q: 3 clusters Score -515809.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -515824.781250 Penalty: 4379.151367
	Iteration 23Q: 3 clusters Score -515824.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -515834.718750 Penalty: 4379.151367
	Iteration 24Q: 3 clusters Score -515834.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -515843.906250 Penalty: 4379.151367
	Iteration 25Q: 3 clusters Score -515843.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -515855.062500 Penalty: 4379.151367
	Iteration 26Q: 3 clusters Score -515855.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -515864.593750 Penalty: 4379.151367
	Iteration 27Q: 3 clusters Score -515864.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -515872.750000 Penalty: 4379.151367
	Iteration 28Q: 3 clusters Score -515872.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -515880.218750 Penalty: 4379.151367
	Iteration 29Q: 3 clusters Score -515880.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -515895.593750 Penalty: 4379.151367
	Iteration 30Q: 3 clusters Score -515895.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -515903.562500 Penalty: 4379.151367
	Iteration 31Q: 3 clusters Score -515903.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -515913.500000 Penalty: 4379.151367
	Iteration 32Q: 3 clusters Score -515913.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -515916.406250 Penalty: 4379.151367
	Iteration 33Q: 3 clusters Score -515916.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -515919.218750 Penalty: 4379.151367
	Iteration 34Q: 3 clusters Score -515919.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -515920.625000 Penalty: 4379.151367
	Iteration 35Q: 3 clusters Score -515920.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -515923.562500 Penalty: 4379.151367
	Iteration 36Q: 3 clusters Score -515923.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -515924.406250 Penalty: 4379.151367
	Iteration 37Q: 3 clusters Score -515924.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -515927.656250 Penalty: 4379.151367
	Iteration 38Q: 3 clusters Score -515927.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -515928.437500 Penalty: 4379.151367
	Iteration 39Q: 3 clusters Score -515928.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -515928.906250 Penalty: 4379.151367
	Iteration 40F: 3 clusters Score -515928.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -515932.312500 Penalty: 4379.151367
	Iteration 41Q: 3 clusters Score -515932.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -515936.968750 Penalty: 4379.151367
	Iteration 42Q: 3 clusters Score -515937 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -515941.375000 Penalty: 4379.151367
	Iteration 43Q: 3 clusters Score -515941.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -515944.031250 Penalty: 4379.151367
	Iteration 44Q: 3 clusters Score -515944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -515945.718750 Penalty: 4379.151367
	Iteration 45Q: 3 clusters Score -515945.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -515947.125000 Penalty: 4379.151367
	Iteration 46Q: 3 clusters Score -515947.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -515947.125000 Penalty: 4379.151367
	Iteration 47F: 3 clusters Score -515947.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Entering Unmasked Estep 
Score: -258921.625000 Penalty: 2020.958008
	Iteration 0F: 2 clusters Score -258921.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -255439.343750 Penalty: 4041.916016
	Iteration 0F: 3 clusters Score -255439.3 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -256287.109375 Penalty: 4041.916016
	Iteration 1F: 3 clusters Score -256287.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -256495.484375 Penalty: 4041.916016
	Iteration 2F: 3 clusters Score -256495.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -256611.140625 Penalty: 4041.916016
	Iteration 3Q: 3 clusters Score -256611.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -256709.984375 Penalty: 4041.916016
	Iteration 4Q: 3 clusters Score -256710 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -256805.765625 Penalty: 4041.916016
	Iteration 5Q: 3 clusters Score -256805.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -256892.125000 Penalty: 4041.916016
	Iteration 6Q: 3 clusters Score -256892.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -256978.328125 Penalty: 4041.916016
	Iteration 7Q: 3 clusters Score -256978.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -257066.687500 Penalty: 4041.916016
	Iteration 8Q: 3 clusters Score -257066.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -257123.046875 Penalty: 4041.916016
	Iteration 9Q: 3 clusters Score -257123 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -257171.984375 Penalty: 4041.916016
	Iteration 10Q: 3 clusters Score -257172 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -257217.187500 Penalty: 4041.916016
	Iteration 11Q: 3 clusters Score -257217.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -257251.031250 Penalty: 4041.916016
	Iteration 12Q: 3 clusters Score -257251 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -257274.531250 Penalty: 4041.916016
	Iteration 13Q: 3 clusters Score -257274.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -257291.312500 Penalty: 4041.916016
	Iteration 14Q: 3 clusters Score -257291.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -257302.593750 Penalty: 4041.916016
	Iteration 15Q: 3 clusters Score -257302.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -257307.671875 Penalty: 4041.916016
	Iteration 16Q: 3 clusters Score -257307.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -257313.062500 Penalty: 4041.916016
	Iteration 17Q: 3 clusters Score -257313.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -257318.625000 Penalty: 4041.916016
	Iteration 18Q: 3 clusters Score -257318.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -257323.281250 Penalty: 4041.916016
	Iteration 19Q: 3 clusters Score -257323.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -257330.125000 Penalty: 4041.916016
	Iteration 20F: 3 clusters Score -257330.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -257334.937500 Penalty: 4041.916016
	Iteration 21Q: 3 clusters Score -257334.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -257338.359375 Penalty: 4041.916016
	Iteration 22Q: 3 clusters Score -257338.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -257340.109375 Penalty: 4041.916016
	Iteration 23Q: 3 clusters Score -257340.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -257341.593750 Penalty: 4041.916016
	Iteration 24Q: 3 clusters Score -257341.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -257346.703125 Penalty: 4041.916016
	Iteration 25Q: 3 clusters Score -257346.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -257350.734375 Penalty: 4041.916016
	Iteration 26Q: 3 clusters Score -257350.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -257353.281250 Penalty: 4041.916016
	Iteration 27Q: 3 clusters Score -257353.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -257354.281250 Penalty: 4041.916016
	Iteration 28Q: 3 clusters Score -257354.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -257355.265625 Penalty: 4041.916016
	Iteration 29Q: 3 clusters Score -257355.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -257355.468750 Penalty: 4041.916016
	Iteration 30Q: 3 clusters Score -257355.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -257355.468750 Penalty: 4041.916016
	Iteration 31F: 3 clusters Score -257355.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (69702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69702 members 
Entering Unmasked Estep 
Score: -5655345.500000 Penalty: 2765.692139
	Iteration 0F: 2 clusters Score -5655346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34744 members 
Mstep: Class 2 contains 34958 members 
Entering Unmasked Estep 
Score: -5608688.000000 Penalty: 5531.384277
	Iteration 0F: 3 clusters Score -5608688 nChanged 32595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33107 members 
Mstep: Class 2 contains 36595 members 
Entering Unmasked Estep 
Score: -5627278.500000 Penalty: 5531.384277
	Iteration 1F: 3 clusters Score -5627278 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31765 members 
Mstep: Class 2 contains 37937 members 
Entering Unmasked Estep 
Score: -5628554.000000 Penalty: 5531.384277
	Iteration 2Q: 3 clusters Score -5628554 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29770 members 
Mstep: Class 2 contains 39932 members 
Entering Unmasked Estep 
Score: -5630387.500000 Penalty: 5531.384277
	Iteration 3F: 3 clusters Score -5630388 nChanged 4362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27080 members 
Mstep: Class 2 contains 42622 members 
Entering Unmasked Estep 
Score: -5632928.000000 Penalty: 5531.384277
	Iteration 4F: 3 clusters Score -5632928 nChanged 4708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23814 members 
Mstep: Class 2 contains 45888 members 
Entering Unmasked Estep 
Score: -5635924.500000 Penalty: 5531.384277
	Iteration 5F: 3 clusters Score -5635924 nChanged 4811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20183 members 
Mstep: Class 2 contains 49519 members 
Entering Unmasked Estep 
Score: -5639222.500000 Penalty: 5531.384277
	Iteration 6F: 3 clusters Score -5639222 nChanged 4558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 53217 members 
Entering Unmasked Estep 
Score: -5642478.500000 Penalty: 5531.384277
	Iteration 7F: 3 clusters Score -5642478 nChanged 4011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 56712 members 
Entering Unmasked Estep 
Score: -5645463.500000 Penalty: 5531.384277
	Iteration 8F: 3 clusters Score -5645464 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 59873 members 
Entering Unmasked Estep 
Score: -5647962.000000 Penalty: 5531.384277
	Iteration 9Q: 3 clusters Score -5647962 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 62341 members 
Entering Unmasked Estep 
Score: -5649776.500000 Penalty: 5531.384277
	Iteration 10Q: 3 clusters Score -5649776 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 64148 members 
Entering Unmasked Estep 
Score: -5651004.500000 Penalty: 5531.384277
	Iteration 11Q: 3 clusters Score -5651004 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 65424 members 
Entering Unmasked Estep 
Score: -5651847.000000 Penalty: 5531.384277
	Iteration 12Q: 3 clusters Score -5651847 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 66276 members 
Entering Unmasked Estep 
Score: -5652333.500000 Penalty: 5531.384277
	Iteration 13Q: 3 clusters Score -5652334 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 66822 members 
Entering Unmasked Estep 
Score: -5652604.000000 Penalty: 5531.384277
	Iteration 14Q: 3 clusters Score -5652604 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 67210 members 
Entering Unmasked Estep 
Score: -5652808.500000 Penalty: 5531.384277
	Iteration 15Q: 3 clusters Score -5652808 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 67464 members 
Entering Unmasked Estep 
Score: -5652922.000000 Penalty: 5531.384277
	Iteration 16Q: 3 clusters Score -5652922 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 67626 members 
Entering Unmasked Estep 
Score: -5653022.500000 Penalty: 5531.384277
	Iteration 17Q: 3 clusters Score -5653022 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 67767 members 
Entering Unmasked Estep 
Score: -5653107.500000 Penalty: 5531.384277
	Iteration 18Q: 3 clusters Score -5653108 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 67883 members 
Entering Unmasked Estep 
Score: -5653160.000000 Penalty: 5531.384277
	Iteration 19Q: 3 clusters Score -5653160 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 67975 members 
Entering Unmasked Estep 
Score: -5653184.500000 Penalty: 5531.384277
	Iteration 20F: 3 clusters Score -5653184 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 68050 members 
Entering Unmasked Estep 
Score: -5653224.500000 Penalty: 5531.384277
	Iteration 21Q: 3 clusters Score -5653224 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 68099 members 
Entering Unmasked Estep 
Score: -5653227.000000 Penalty: 5531.384277
	Iteration 22Q: 3 clusters Score -5653227 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 68147 members 
Entering Unmasked Estep 
Score: -5653244.500000 Penalty: 5531.384277
	Iteration 23Q: 3 clusters Score -5653244 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 68183 members 
Entering Unmasked Estep 
Score: -5653254.000000 Penalty: 5531.384277
	Iteration 24Q: 3 clusters Score -5653254 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 68212 members 
Entering Unmasked Estep 
Score: -5653252.000000 Penalty: 5531.384277
	Iteration 25Q: 3 clusters Score -5653252 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 68237 members 
Entering Unmasked Estep 
Score: -5653261.000000 Penalty: 5531.384277
	Iteration 26Q: 3 clusters Score -5653261 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 68256 members 
Entering Unmasked Estep 
Score: -5653275.500000 Penalty: 5531.384277
	Iteration 27Q: 3 clusters Score -5653276 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 68271 members 
Entering Unmasked Estep 
Score: -5653277.000000 Penalty: 5531.384277
	Iteration 28Q: 3 clusters Score -5653277 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 68292 members 
Entering Unmasked Estep 
Score: -5653288.000000 Penalty: 5531.384277
	Iteration 29Q: 3 clusters Score -5653288 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 68310 members 
Entering Unmasked Estep 
Score: -5653292.500000 Penalty: 5531.384277
	Iteration 30Q: 3 clusters Score -5653292 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 68319 members 
Entering Unmasked Estep 
Score: -5653298.500000 Penalty: 5531.384277
	Iteration 31Q: 3 clusters Score -5653298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 68327 members 
Entering Unmasked Estep 
Score: -5653295.000000 Penalty: 5531.384277
	Iteration 32Q: 3 clusters Score -5653295 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 68333 members 
Entering Unmasked Estep 
Score: -5653300.500000 Penalty: 5531.384277
	Iteration 33Q: 3 clusters Score -5653300 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 68343 members 
Entering Unmasked Estep 
Score: -5653300.500000 Penalty: 5531.384277
	Iteration 34Q: 3 clusters Score -5653300 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 68356 members 
Entering Unmasked Estep 
Score: -5653311.500000 Penalty: 5531.384277
	Iteration 35Q: 3 clusters Score -5653312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 68363 members 
Entering Unmasked Estep 
Score: -5653303.000000 Penalty: 5531.384277
	Iteration 36Q: 3 clusters Score -5653303 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 68371 members 
Entering Unmasked Estep 
Score: -5653305.500000 Penalty: 5531.384277
	Iteration 37Q: 3 clusters Score -5653306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 68375 members 
Entering Unmasked Estep 
Score: -5653305.500000 Penalty: 5531.384277
	Iteration 38Q: 3 clusters Score -5653306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 68377 members 
Entering Unmasked Estep 
Score: -5653314.500000 Penalty: 5531.384277
	Iteration 39Q: 3 clusters Score -5653314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 68379 members 
Entering Unmasked Estep 
Score: -5653314.000000 Penalty: 5531.384277
	Iteration 40F: 3 clusters Score -5653314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 68385 members 
Entering Unmasked Estep 
Score: -5653319.000000 Penalty: 5531.384277
	Iteration 41Q: 3 clusters Score -5653319 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 68393 members 
Entering Unmasked Estep 
Score: -5653330.000000 Penalty: 5531.384277
	Iteration 42Q: 3 clusters Score -5653330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 68397 members 
Entering Unmasked Estep 
Score: -5653325.500000 Penalty: 5531.384277
	Iteration 43Q: 3 clusters Score -5653326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 68398 members 
Entering Unmasked Estep 
Score: -5653329.500000 Penalty: 5531.384277
	Iteration 44Q: 3 clusters Score -5653330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 68399 members 
Entering Unmasked Estep 
Score: -5653327.500000 Penalty: 5531.384277
	Iteration 45Q: 3 clusters Score -5653328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 68399 members 
Entering Unmasked Estep 
Score: -5653327.500000 Penalty: 5531.384277
	Iteration 46F: 3 clusters Score -5653328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Entering Unmasked Estep 
Score: -441851.531250 Penalty: 2153.395508
	Iteration 0F: 2 clusters Score -441851.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -436775.031250 Penalty: 4306.791016
	Iteration 0F: 3 clusters Score -436775 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -438079.125000 Penalty: 4306.791016
	Iteration 1F: 3 clusters Score -438079.1 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -438347.343750 Penalty: 4306.791016
	Iteration 2F: 3 clusters Score -438347.3 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -438591.000000 Penalty: 4306.791016
	Iteration 3F: 3 clusters Score -438591 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -438866.000000 Penalty: 4306.791016
	Iteration 4F: 3 clusters Score -438866 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -439224.406250 Penalty: 4306.791016
	Iteration 5F: 3 clusters Score -439224.4 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -439641.375000 Penalty: 4306.791016
	Iteration 6F: 3 clusters Score -439641.4 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -440011.968750 Penalty: 4306.791016
	Iteration 7F: 3 clusters Score -440012 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -440363.906250 Penalty: 4306.791016
	Iteration 8F: 3 clusters Score -440363.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -440651.281250 Penalty: 4306.791016
	Iteration 9Q: 3 clusters Score -440651.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -440946.343750 Penalty: 4306.791016
	Iteration 10Q: 3 clusters Score -440946.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -441184.781250 Penalty: 4306.791016
	Iteration 11Q: 3 clusters Score -441184.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -441348.687500 Penalty: 4306.791016
	Iteration 12Q: 3 clusters Score -441348.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -441465.656250 Penalty: 4306.791016
	Iteration 13Q: 3 clusters Score -441465.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -441522.562500 Penalty: 4306.791016
	Iteration 14Q: 3 clusters Score -441522.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -441545.843750 Penalty: 4306.791016
	Iteration 15Q: 3 clusters Score -441545.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -441554.343750 Penalty: 4306.791016
	Iteration 16Q: 3 clusters Score -441554.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -441556.843750 Penalty: 4306.791016
	Iteration 17Q: 3 clusters Score -441556.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -441558.718750 Penalty: 4306.791016
	Iteration 18Q: 3 clusters Score -441558.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -441559.406250 Penalty: 4306.791016
	Iteration 19Q: 3 clusters Score -441559.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -441559.406250 Penalty: 4306.791016
	Iteration 20F: 3 clusters Score -441559.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (16232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16232 members 
Entering Unmasked Estep 
Score: -1337926.375000 Penalty: 2404.295654
	Iteration 0F: 2 clusters Score -1337926 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -1326335.500000 Penalty: 4808.591309
	Iteration 0F: 3 clusters Score -1326336 nChanged 6970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -1329905.500000 Penalty: 4808.591309
	Iteration 1F: 3 clusters Score -1329906 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -1330240.875000 Penalty: 4808.591309
	Iteration 2F: 3 clusters Score -1330241 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1330538.375000 Penalty: 4808.591309
	Iteration 3Q: 3 clusters Score -1330538 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -1330869.750000 Penalty: 4808.591309
	Iteration 4Q: 3 clusters Score -1330870 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -1331239.500000 Penalty: 4808.591309
	Iteration 5Q: 3 clusters Score -1331240 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -1331646.500000 Penalty: 4808.591309
	Iteration 6Q: 3 clusters Score -1331646 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -1332141.625000 Penalty: 4808.591309
	Iteration 7F: 3 clusters Score -1332142 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -1332694.875000 Penalty: 4808.591309
	Iteration 8F: 3 clusters Score -1332695 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -1333381.250000 Penalty: 4808.591309
	Iteration 9F: 3 clusters Score -1333381 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -1334150.000000 Penalty: 4808.591309
	Iteration 10F: 3 clusters Score -1334150 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -1334819.750000 Penalty: 4808.591309
	Iteration 11F: 3 clusters Score -1334820 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -1335283.125000 Penalty: 4808.591309
	Iteration 12Q: 3 clusters Score -1335283 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -1335572.250000 Penalty: 4808.591309
	Iteration 13Q: 3 clusters Score -1335572 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -1335750.375000 Penalty: 4808.591309
	Iteration 14Q: 3 clusters Score -1335750 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -1335868.625000 Penalty: 4808.591309
	Iteration 15Q: 3 clusters Score -1335869 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -1335942.875000 Penalty: 4808.591309
	Iteration 16Q: 3 clusters Score -1335943 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -1335989.625000 Penalty: 4808.591309
	Iteration 17Q: 3 clusters Score -1335990 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -1336034.875000 Penalty: 4808.591309
	Iteration 18Q: 3 clusters Score -1336035 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -1336075.875000 Penalty: 4808.591309
	Iteration 19Q: 3 clusters Score -1336076 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -1336112.500000 Penalty: 4808.591309
	Iteration 20F: 3 clusters Score -1336112 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -1336147.125000 Penalty: 4808.591309
	Iteration 21Q: 3 clusters Score -1336147 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -1336163.000000 Penalty: 4808.591309
	Iteration 22Q: 3 clusters Score -1336163 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -1336185.250000 Penalty: 4808.591309
	Iteration 23Q: 3 clusters Score -1336185 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -1336206.750000 Penalty: 4808.591309
	Iteration 24Q: 3 clusters Score -1336207 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -1336220.750000 Penalty: 4808.591309
	Iteration 25Q: 3 clusters Score -1336221 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -1336238.250000 Penalty: 4808.591309
	Iteration 26Q: 3 clusters Score -1336238 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -1336243.500000 Penalty: 4808.591309
	Iteration 27Q: 3 clusters Score -1336244 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -1336260.625000 Penalty: 4808.591309
	Iteration 28Q: 3 clusters Score -1336261 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -1336273.125000 Penalty: 4808.591309
	Iteration 29Q: 3 clusters Score -1336273 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -1336282.375000 Penalty: 4808.591309
	Iteration 30Q: 3 clusters Score -1336282 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -1336295.875000 Penalty: 4808.591309
	Iteration 31Q: 3 clusters Score -1336296 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -1336308.000000 Penalty: 4808.591309
	Iteration 32Q: 3 clusters Score -1336308 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -1336311.500000 Penalty: 4808.591309
	Iteration 33Q: 3 clusters Score -1336312 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -1336318.625000 Penalty: 4808.591309
	Iteration 34Q: 3 clusters Score -1336319 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -1336321.625000 Penalty: 4808.591309
	Iteration 35Q: 3 clusters Score -1336322 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -1336328.250000 Penalty: 4808.591309
	Iteration 36Q: 3 clusters Score -1336328 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -1336338.875000 Penalty: 4808.591309
	Iteration 37Q: 3 clusters Score -1336339 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -1336344.750000 Penalty: 4808.591309
	Iteration 38Q: 3 clusters Score -1336345 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -1336362.250000 Penalty: 4808.591309
	Iteration 39Q: 3 clusters Score -1336362 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -1336377.125000 Penalty: 4808.591309
	Iteration 40F: 3 clusters Score -1336377 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -1336393.750000 Penalty: 4808.591309
	Iteration 41Q: 3 clusters Score -1336394 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -1336405.250000 Penalty: 4808.591309
	Iteration 42Q: 3 clusters Score -1336405 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -1336419.000000 Penalty: 4808.591309
	Iteration 43Q: 3 clusters Score -1336419 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -1336429.500000 Penalty: 4808.591309
	Iteration 44Q: 3 clusters Score -1336430 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -1336445.250000 Penalty: 4808.591309
	Iteration 45Q: 3 clusters Score -1336445 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -1336459.625000 Penalty: 4808.591309
	Iteration 46Q: 3 clusters Score -1336460 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 14801 members 
Entering Unmasked Estep 
Score: -1336461.250000 Penalty: 4808.591309
	Iteration 47Q: 3 clusters Score -1336461 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -1336469.625000 Penalty: 4808.591309
	Iteration 48Q: 3 clusters Score -1336470 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -1336471.875000 Penalty: 4808.591309
	Iteration 49Q: 3 clusters Score -1336472 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -1336478.000000 Penalty: 4808.591309
	Iteration 50Q: 3 clusters Score -1336478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -1336478.000000 Penalty: 4808.591309
	Iteration 51Q: 3 clusters Score -1336478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -1336485.125000 Penalty: 4808.591309
	Iteration 52Q: 3 clusters Score -1336485 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -1336487.125000 Penalty: 4808.591309
	Iteration 53Q: 3 clusters Score -1336487 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -1336487.875000 Penalty: 4808.591309
	Iteration 54Q: 3 clusters Score -1336488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -1336487.750000 Penalty: 4808.591309
	Iteration 55Q: 3 clusters Score -1336488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 14875 members 
Entering Unmasked Estep 
Score: -1336489.125000 Penalty: 4808.591309
	Iteration 56Q: 3 clusters Score -1336489 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 14875 members 
Entering Unmasked Estep 
Score: -1336489.125000 Penalty: 4808.591309
	Iteration 57F: 3 clusters Score -1336489 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Entering Unmasked Estep 
Score: -209421.609375 Penalty: 2010.863892
	Iteration 0F: 2 clusters Score -209421.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -206061.921875 Penalty: 4021.727783
	Iteration 0F: 3 clusters Score -206061.9 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -207138.500000 Penalty: 4021.727783
	Iteration 1F: 3 clusters Score -207138.5 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -207561.671875 Penalty: 4021.727783
	Iteration 2F: 3 clusters Score -207561.7 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -207889.062500 Penalty: 4021.727783
	Iteration 3F: 3 clusters Score -207889.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -208152.531250 Penalty: 4021.727783
	Iteration 4F: 3 clusters Score -208152.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -208322.109375 Penalty: 4021.727783
	Iteration 5Q: 3 clusters Score -208322.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -208447.421875 Penalty: 4021.727783
	Iteration 6Q: 3 clusters Score -208447.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -208532.937500 Penalty: 4021.727783
	Iteration 7Q: 3 clusters Score -208532.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -208592.390625 Penalty: 4021.727783
	Iteration 8Q: 3 clusters Score -208592.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -208642.609375 Penalty: 4021.727783
	Iteration 9Q: 3 clusters Score -208642.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -208682.718750 Penalty: 4021.727783
	Iteration 10Q: 3 clusters Score -208682.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -208716.703125 Penalty: 4021.727783
	Iteration 11Q: 3 clusters Score -208716.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -208747.250000 Penalty: 4021.727783
	Iteration 12Q: 3 clusters Score -208747.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -208765.875000 Penalty: 4021.727783
	Iteration 13Q: 3 clusters Score -208765.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -208771.515625 Penalty: 4021.727783
	Iteration 14Q: 3 clusters Score -208771.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -208777.953125 Penalty: 4021.727783
	Iteration 15Q: 3 clusters Score -208778 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -208783.937500 Penalty: 4021.727783
	Iteration 16Q: 3 clusters Score -208783.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -208787.234375 Penalty: 4021.727783
	Iteration 17Q: 3 clusters Score -208787.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -208789.484375 Penalty: 4021.727783
	Iteration 18Q: 3 clusters Score -208789.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -208791.671875 Penalty: 4021.727783
	Iteration 19Q: 3 clusters Score -208791.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -208793.203125 Penalty: 4021.727783
	Iteration 20F: 3 clusters Score -208793.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -208795.296875 Penalty: 4021.727783
	Iteration 21Q: 3 clusters Score -208795.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -208796.593750 Penalty: 4021.727783
	Iteration 22Q: 3 clusters Score -208796.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -208797.937500 Penalty: 4021.727783
	Iteration 23Q: 3 clusters Score -208797.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -208798.828125 Penalty: 4021.727783
	Iteration 24Q: 3 clusters Score -208798.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -208798.921875 Penalty: 4021.727783
	Iteration 25Q: 3 clusters Score -208798.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -208798.921875 Penalty: 4021.727783
	Iteration 26F: 3 clusters Score -208798.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (22967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22967 members 
Entering Unmasked Estep 
Score: -1896501.500000 Penalty: 2490.369873
	Iteration 0F: 2 clusters Score -1896502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -1880531.375000 Penalty: 4980.739746
	Iteration 0F: 3 clusters Score -1880531 nChanged 10178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -1885993.375000 Penalty: 4980.739746
	Iteration 1F: 3 clusters Score -1885993 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -1886377.250000 Penalty: 4980.739746
	Iteration 2Q: 3 clusters Score -1886377 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -1886671.125000 Penalty: 4980.739746
	Iteration 3Q: 3 clusters Score -1886671 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -1886942.125000 Penalty: 4980.739746
	Iteration 4Q: 3 clusters Score -1886942 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -1887186.750000 Penalty: 4980.739746
	Iteration 5Q: 3 clusters Score -1887187 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -1887403.625000 Penalty: 4980.739746
	Iteration 6Q: 3 clusters Score -1887404 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -1887646.125000 Penalty: 4980.739746
	Iteration 7Q: 3 clusters Score -1887646 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -1887973.250000 Penalty: 4980.739746
	Iteration 8Q: 3 clusters Score -1887973 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -1888345.125000 Penalty: 4980.739746
	Iteration 9Q: 3 clusters Score -1888345 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -1888827.125000 Penalty: 4980.739746
	Iteration 10Q: 3 clusters Score -1888827 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1889514.625000 Penalty: 4980.739746
	Iteration 11Q: 3 clusters Score -1889515 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16175 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1890281.500000 Penalty: 4980.739746
	Iteration 12Q: 3 clusters Score -1890282 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16884 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1891078.250000 Penalty: 4980.739746
	Iteration 13Q: 3 clusters Score -1891078 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17502 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1891784.125000 Penalty: 4980.739746
	Iteration 14Q: 3 clusters Score -1891784 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17963 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1892253.125000 Penalty: 4980.739746
	Iteration 15Q: 3 clusters Score -1892253 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18287 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1892528.125000 Penalty: 4980.739746
	Iteration 16Q: 3 clusters Score -1892528 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18574 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1892726.625000 Penalty: 4980.739746
	Iteration 17Q: 3 clusters Score -1892727 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18843 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1892874.000000 Penalty: 4980.739746
	Iteration 18Q: 3 clusters Score -1892874 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19070 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1892967.000000 Penalty: 4980.739746
	Iteration 19Q: 3 clusters Score -1892967 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19263 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1893060.750000 Penalty: 4980.739746
	Iteration 20F: 3 clusters Score -1893061 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19466 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1893152.750000 Penalty: 4980.739746
	Iteration 21Q: 3 clusters Score -1893153 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19687 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1893258.375000 Penalty: 4980.739746
	Iteration 22Q: 3 clusters Score -1893258 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19876 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1893349.875000 Penalty: 4980.739746
	Iteration 23Q: 3 clusters Score -1893350 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20054 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1893420.250000 Penalty: 4980.739746
	Iteration 24Q: 3 clusters Score -1893420 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20211 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1893489.375000 Penalty: 4980.739746
	Iteration 25Q: 3 clusters Score -1893489 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20346 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1893552.000000 Penalty: 4980.739746
	Iteration 26Q: 3 clusters Score -1893552 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20472 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -1893613.000000 Penalty: 4980.739746
	Iteration 27Q: 3 clusters Score -1893613 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20598 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1893687.500000 Penalty: 4980.739746
	Iteration 28Q: 3 clusters Score -1893688 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20717 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1893746.875000 Penalty: 4980.739746
	Iteration 29Q: 3 clusters Score -1893747 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20825 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1893804.375000 Penalty: 4980.739746
	Iteration 30Q: 3 clusters Score -1893804 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20917 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1893852.750000 Penalty: 4980.739746
	Iteration 31Q: 3 clusters Score -1893853 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21019 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1893910.000000 Penalty: 4980.739746
	Iteration 32Q: 3 clusters Score -1893910 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21129 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1893965.500000 Penalty: 4980.739746
	Iteration 33Q: 3 clusters Score -1893966 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21220 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1894005.375000 Penalty: 4980.739746
	Iteration 34Q: 3 clusters Score -1894005 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21286 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1894028.500000 Penalty: 4980.739746
	Iteration 35Q: 3 clusters Score -1894028 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21351 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1894062.750000 Penalty: 4980.739746
	Iteration 36Q: 3 clusters Score -1894063 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21407 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1894085.250000 Penalty: 4980.739746
	Iteration 37Q: 3 clusters Score -1894085 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21469 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1894110.000000 Penalty: 4980.739746
	Iteration 38Q: 3 clusters Score -1894110 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21522 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1894140.125000 Penalty: 4980.739746
	Iteration 39Q: 3 clusters Score -1894140 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21577 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1894156.750000 Penalty: 4980.739746
	Iteration 40F: 3 clusters Score -1894157 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21628 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1894180.875000 Penalty: 4980.739746
	Iteration 41Q: 3 clusters Score -1894181 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1894197.750000 Penalty: 4980.739746
	Iteration 42Q: 3 clusters Score -1894198 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21705 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1894217.750000 Penalty: 4980.739746
	Iteration 43Q: 3 clusters Score -1894218 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21735 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1894227.250000 Penalty: 4980.739746
	Iteration 44Q: 3 clusters Score -1894227 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21757 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1894230.000000 Penalty: 4980.739746
	Iteration 45Q: 3 clusters Score -1894230 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21769 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1894238.500000 Penalty: 4980.739746
	Iteration 46Q: 3 clusters Score -1894238 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21778 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1894246.750000 Penalty: 4980.739746
	Iteration 47Q: 3 clusters Score -1894247 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21786 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1894249.250000 Penalty: 4980.739746
	Iteration 48Q: 3 clusters Score -1894249 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21790 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1894253.375000 Penalty: 4980.739746
	Iteration 49Q: 3 clusters Score -1894253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21793 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1894251.500000 Penalty: 4980.739746
	Iteration 50Q: 3 clusters Score -1894252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21795 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1894250.000000 Penalty: 4980.739746
	Iteration 51Q: 3 clusters Score -1894250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21797 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1894252.875000 Penalty: 4980.739746
	Iteration 52Q: 3 clusters Score -1894253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21799 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1894254.500000 Penalty: 4980.739746
	Iteration 53Q: 3 clusters Score -1894254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21802 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1894254.750000 Penalty: 4980.739746
	Iteration 54Q: 3 clusters Score -1894255 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21804 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1894253.000000 Penalty: 4980.739746
	Iteration 55Q: 3 clusters Score -1894253 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21808 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1894258.000000 Penalty: 4980.739746
	Iteration 56Q: 3 clusters Score -1894258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21813 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1894255.250000 Penalty: 4980.739746
	Iteration 57Q: 3 clusters Score -1894255 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21817 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1894259.750000 Penalty: 4980.739746
	Iteration 58Q: 3 clusters Score -1894260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21820 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1894259.250000 Penalty: 4980.739746
	Iteration 59Q: 3 clusters Score -1894259 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21825 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1894259.125000 Penalty: 4980.739746
	Iteration 60F: 3 clusters Score -1894259 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21830 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1894262.125000 Penalty: 4980.739746
	Iteration 61Q: 3 clusters Score -1894262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21834 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1894263.500000 Penalty: 4980.739746
	Iteration 62Q: 3 clusters Score -1894264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21839 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1894262.500000 Penalty: 4980.739746
	Iteration 63Q: 3 clusters Score -1894262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21842 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1894263.250000 Penalty: 4980.739746
	Iteration 64Q: 3 clusters Score -1894263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21846 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1894261.875000 Penalty: 4980.739746
	Iteration 65Q: 3 clusters Score -1894262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21849 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1894265.125000 Penalty: 4980.739746
	Iteration 66Q: 3 clusters Score -1894265 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21852 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1894265.375000 Penalty: 4980.739746
	Iteration 67Q: 3 clusters Score -1894265 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21855 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1894266.500000 Penalty: 4980.739746
	Iteration 68Q: 3 clusters Score -1894266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21856 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1894269.375000 Penalty: 4980.739746
	Iteration 69Q: 3 clusters Score -1894269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21858 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1894268.000000 Penalty: 4980.739746
	Iteration 70Q: 3 clusters Score -1894268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21860 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1894265.875000 Penalty: 4980.739746
	Iteration 71Q: 3 clusters Score -1894266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21862 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1894268.125000 Penalty: 4980.739746
	Iteration 72Q: 3 clusters Score -1894268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21862 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1894268.125000 Penalty: 4980.739746
	Iteration 73F: 3 clusters Score -1894268 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Entering Unmasked Estep 
Score: -203499.515625 Penalty: 1962.553223
	Iteration 0F: 2 clusters Score -203499.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -200426.296875 Penalty: 3925.106445
	Iteration 0F: 3 clusters Score -200426.3 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -201085.875000 Penalty: 3925.106445
	Iteration 1F: 3 clusters Score -201085.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -201272.421875 Penalty: 3925.106445
	Iteration 2F: 3 clusters Score -201272.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -201407.781250 Penalty: 3925.106445
	Iteration 3F: 3 clusters Score -201407.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -201503.359375 Penalty: 3925.106445
	Iteration 4Q: 3 clusters Score -201503.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -201596.953125 Penalty: 3925.106445
	Iteration 5Q: 3 clusters Score -201597 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -201685.687500 Penalty: 3925.106445
	Iteration 6Q: 3 clusters Score -201685.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -201767.484375 Penalty: 3925.106445
	Iteration 7Q: 3 clusters Score -201767.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -201830.968750 Penalty: 3925.106445
	Iteration 8Q: 3 clusters Score -201831 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -201880.625000 Penalty: 3925.106445
	Iteration 9Q: 3 clusters Score -201880.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -201932.781250 Penalty: 3925.106445
	Iteration 10Q: 3 clusters Score -201932.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -201979.812500 Penalty: 3925.106445
	Iteration 11Q: 3 clusters Score -201979.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -202018.734375 Penalty: 3925.106445
	Iteration 12Q: 3 clusters Score -202018.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -202050.140625 Penalty: 3925.106445
	Iteration 13Q: 3 clusters Score -202050.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -202067.687500 Penalty: 3925.106445
	Iteration 14Q: 3 clusters Score -202067.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -202076.734375 Penalty: 3925.106445
	Iteration 15Q: 3 clusters Score -202076.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -202092.046875 Penalty: 3925.106445
	Iteration 16Q: 3 clusters Score -202092 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -202108.828125 Penalty: 3925.106445
	Iteration 17Q: 3 clusters Score -202108.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -202132.984375 Penalty: 3925.106445
	Iteration 18Q: 3 clusters Score -202133 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -202158.609375 Penalty: 3925.106445
	Iteration 19Q: 3 clusters Score -202158.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -202172.000000 Penalty: 3925.106445
	Iteration 20F: 3 clusters Score -202172 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -202185.203125 Penalty: 3925.106445
	Iteration 21Q: 3 clusters Score -202185.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -202188.906250 Penalty: 3925.106445
	Iteration 22Q: 3 clusters Score -202188.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -202194.265625 Penalty: 3925.106445
	Iteration 23Q: 3 clusters Score -202194.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -202198.234375 Penalty: 3925.106445
	Iteration 24Q: 3 clusters Score -202198.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -202202.281250 Penalty: 3925.106445
	Iteration 25Q: 3 clusters Score -202202.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -202205.406250 Penalty: 3925.106445
	Iteration 26Q: 3 clusters Score -202205.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -202207.515625 Penalty: 3925.106445
	Iteration 27Q: 3 clusters Score -202207.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -202207.515625 Penalty: 3925.106445
	Iteration 28F: 3 clusters Score -202207.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74853 members 
Mstep: Class 2 contains 24241 members 
Mstep: Class 3 contains 3402 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 92366 members 
Mstep: Class 6 contains 154023 members 
Mstep: Class 7 contains 8594 members 
Mstep: Class 8 contains 8379 members 
Mstep: Class 9 contains 75825 members 
Mstep: Class 10 contains 63978 members 
Mstep: Class 11 contains 6332 members 
Mstep: Class 12 contains 60128 members 
Mstep: Class 13 contains 5809 members 
Mstep: Class 14 contains 21409 members 
Mstep: Class 15 contains 17030 members 
Mstep: Class 16 contains 14057 members 
Mstep: Class 17 contains 37858 members 
Mstep: Class 18 contains 2951 members 
Mstep: Class 19 contains 5649 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9831 members 
Mstep: Class 22 contains 9998 members 
Mstep: Class 23 contains 28695 members 
Mstep: Class 24 contains 530294 members 
Mstep: Class 25 contains 60834 members 
Mstep: Class 26 contains 6829 members 
Mstep: Class 27 contains 3460 members 
Mstep: Class 28 contains 69702 members 
Mstep: Class 29 contains 5902 members 
Mstep: Class 30 contains 16232 members 
Mstep: Class 31 contains 3322 members 
Mstep: Class 32 contains 22967 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111983792.000000 Penalty: 116180.585938
Iteration 319Q: 34 clusters Score -1.119838e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74854 members 
Mstep: Class 2 contains 24243 members 
Mstep: Class 3 contains 3402 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 92415 members 
Mstep: Class 6 contains 154023 members 
Mstep: Class 7 contains 8594 members 
Mstep: Class 8 contains 8379 members 
Mstep: Class 9 contains 75825 members 
Mstep: Class 10 contains 63983 members 
Mstep: Class 11 contains 6333 members 
Mstep: Class 12 contains 60124 members 
Mstep: Class 13 contains 5808 members 
Mstep: Class 14 contains 21410 members 
Mstep: Class 15 contains 17027 members 
Mstep: Class 16 contains 14055 members 
Mstep: Class 17 contains 37859 members 
Mstep: Class 18 contains 2950 members 
Mstep: Class 19 contains 5650 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9832 members 
Mstep: Class 22 contains 9998 members 
Mstep: Class 23 contains 28693 members 
Mstep: Class 24 contains 530229 members 
Mstep: Class 25 contains 60822 members 
Mstep: Class 26 contains 6829 members 
Mstep: Class 27 contains 3460 members 
Mstep: Class 28 contains 69702 members 
Mstep: Class 29 contains 5902 members 
Mstep: Class 30 contains 16242 members 
Mstep: Class 31 contains 3322 members 
Mstep: Class 32 contains 22985 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111983752.000000 Penalty: 116180.585938
Iteration 320F: 34 clusters Score -1.119838e+08 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74853 members 
Mstep: Class 2 contains 24242 members 
Mstep: Class 3 contains 3402 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 92466 members 
Mstep: Class 6 contains 154022 members 
Mstep: Class 7 contains 8594 members 
Mstep: Class 8 contains 8379 members 
Mstep: Class 9 contains 75823 members 
Mstep: Class 10 contains 63977 members 
Mstep: Class 11 contains 6332 members 
Mstep: Class 12 contains 60122 members 
Mstep: Class 13 contains 5808 members 
Mstep: Class 14 contains 21408 members 
Mstep: Class 15 contains 17028 members 
Mstep: Class 16 contains 14052 members 
Mstep: Class 17 contains 37855 members 
Mstep: Class 18 contains 2951 members 
Mstep: Class 19 contains 5650 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9833 members 
Mstep: Class 22 contains 9998 members 
Mstep: Class 23 contains 28693 members 
Mstep: Class 24 contains 530169 members 
Mstep: Class 25 contains 60815 members 
Mstep: Class 26 contains 6829 members 
Mstep: Class 27 contains 3460 members 
Mstep: Class 28 contains 69706 members 
Mstep: Class 29 contains 5902 members 
Mstep: Class 30 contains 16253 members 
Mstep: Class 31 contains 3322 members 
Mstep: Class 32 contains 23006 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111983752.000000 Penalty: 116180.585938
Iteration 321Q: 34 clusters Score -1.119838e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74853 members 
Mstep: Class 2 contains 24242 members 
Mstep: Class 3 contains 3402 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 92519 members 
Mstep: Class 6 contains 154021 members 
Mstep: Class 7 contains 8594 members 
Mstep: Class 8 contains 8379 members 
Mstep: Class 9 contains 75821 members 
Mstep: Class 10 contains 63969 members 
Mstep: Class 11 contains 6331 members 
Mstep: Class 12 contains 60117 members 
Mstep: Class 13 contains 5807 members 
Mstep: Class 14 contains 21416 members 
Mstep: Class 15 contains 17029 members 
Mstep: Class 16 contains 14043 members 
Mstep: Class 17 contains 37859 members 
Mstep: Class 18 contains 2948 members 
Mstep: Class 19 contains 5650 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9834 members 
Mstep: Class 22 contains 9998 members 
Mstep: Class 23 contains 28692 members 
Mstep: Class 24 contains 530117 members 
Mstep: Class 25 contains 60803 members 
Mstep: Class 26 contains 6829 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69707 members 
Mstep: Class 29 contains 5902 members 
Mstep: Class 30 contains 16265 members 
Mstep: Class 31 contains 3322 members 
Mstep: Class 32 contains 23022 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111983920.000000 Penalty: 116180.585938
Iteration 322Q: 34 clusters Score -1.119839e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74853 members 
Mstep: Class 2 contains 24243 members 
Mstep: Class 3 contains 3402 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 92572 members 
Mstep: Class 6 contains 154021 members 
Mstep: Class 7 contains 8594 members 
Mstep: Class 8 contains 8379 members 
Mstep: Class 9 contains 75823 members 
Mstep: Class 10 contains 63968 members 
Mstep: Class 11 contains 6330 members 
Mstep: Class 12 contains 60111 members 
Mstep: Class 13 contains 5806 members 
Mstep: Class 14 contains 21422 members 
Mstep: Class 15 contains 17029 members 
Mstep: Class 16 contains 14036 members 
Mstep: Class 17 contains 37860 members 
Mstep: Class 18 contains 2944 members 
Mstep: Class 19 contains 5650 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9834 members 
Mstep: Class 22 contains 9998 members 
Mstep: Class 23 contains 28693 members 
Mstep: Class 24 contains 530050 members 
Mstep: Class 25 contains 60798 members 
Mstep: Class 26 contains 6829 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69710 members 
Mstep: Class 29 contains 5902 members 
Mstep: Class 30 contains 16281 members 
Mstep: Class 31 contains 3322 members 
Mstep: Class 32 contains 23031 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111983960.000000 Penalty: 116180.585938
Iteration 323Q: 34 clusters Score -1.11984e+08 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74854 members 
Mstep: Class 2 contains 24244 members 
Mstep: Class 3 contains 3402 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 92631 members 
Mstep: Class 6 contains 154020 members 
Mstep: Class 7 contains 8594 members 
Mstep: Class 8 contains 8379 members 
Mstep: Class 9 contains 75823 members 
Mstep: Class 10 contains 63958 members 
Mstep: Class 11 contains 6330 members 
Mstep: Class 12 contains 60105 members 
Mstep: Class 13 contains 5806 members 
Mstep: Class 14 contains 21425 members 
Mstep: Class 15 contains 17028 members 
Mstep: Class 16 contains 14035 members 
Mstep: Class 17 contains 37859 members 
Mstep: Class 18 contains 2943 members 
Mstep: Class 19 contains 5649 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9833 members 
Mstep: Class 22 contains 9998 members 
Mstep: Class 23 contains 28692 members 
Mstep: Class 24 contains 529992 members 
Mstep: Class 25 contains 60785 members 
Mstep: Class 26 contains 6830 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69710 members 
Mstep: Class 29 contains 5902 members 
Mstep: Class 30 contains 16299 members 
Mstep: Class 31 contains 3322 members 
Mstep: Class 32 contains 23043 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984016.000000 Penalty: 116180.585938
Iteration 324Q: 34 clusters Score -1.11984e+08 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74852 members 
Mstep: Class 2 contains 24245 members 
Mstep: Class 3 contains 3402 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 92697 members 
Mstep: Class 6 contains 154020 members 
Mstep: Class 7 contains 8594 members 
Mstep: Class 8 contains 8379 members 
Mstep: Class 9 contains 75825 members 
Mstep: Class 10 contains 63944 members 
Mstep: Class 11 contains 6330 members 
Mstep: Class 12 contains 60100 members 
Mstep: Class 13 contains 5807 members 
Mstep: Class 14 contains 21425 members 
Mstep: Class 15 contains 17029 members 
Mstep: Class 16 contains 14032 members 
Mstep: Class 17 contains 37861 members 
Mstep: Class 18 contains 2942 members 
Mstep: Class 19 contains 5649 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9833 members 
Mstep: Class 22 contains 9998 members 
Mstep: Class 23 contains 28690 members 
Mstep: Class 24 contains 529935 members 
Mstep: Class 25 contains 60770 members 
Mstep: Class 26 contains 6829 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69712 members 
Mstep: Class 29 contains 5902 members 
Mstep: Class 30 contains 16318 members 
Mstep: Class 31 contains 3322 members 
Mstep: Class 32 contains 23049 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111983992.000000 Penalty: 116180.585938
Iteration 325Q: 34 clusters Score -1.11984e+08 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74853 members 
Mstep: Class 2 contains 24246 members 
Mstep: Class 3 contains 3402 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 92766 members 
Mstep: Class 6 contains 154019 members 
Mstep: Class 7 contains 8594 members 
Mstep: Class 8 contains 8379 members 
Mstep: Class 9 contains 75829 members 
Mstep: Class 10 contains 63927 members 
Mstep: Class 11 contains 6330 members 
Mstep: Class 12 contains 60098 members 
Mstep: Class 13 contains 5807 members 
Mstep: Class 14 contains 21427 members 
Mstep: Class 15 contains 17029 members 
Mstep: Class 16 contains 14029 members 
Mstep: Class 17 contains 37868 members 
Mstep: Class 18 contains 2942 members 
Mstep: Class 19 contains 5649 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9833 members 
Mstep: Class 22 contains 9998 members 
Mstep: Class 23 contains 28690 members 
Mstep: Class 24 contains 529854 members 
Mstep: Class 25 contains 60759 members 
Mstep: Class 26 contains 6829 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69717 members 
Mstep: Class 29 contains 5902 members 
Mstep: Class 30 contains 16340 members 
Mstep: Class 31 contains 3322 members 
Mstep: Class 32 contains 23053 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111983928.000000 Penalty: 116180.585938
Iteration 326Q: 34 clusters Score -1.119839e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74852 members 
Mstep: Class 2 contains 24245 members 
Mstep: Class 3 contains 3402 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 92843 members 
Mstep: Class 6 contains 154018 members 
Mstep: Class 7 contains 8594 members 
Mstep: Class 8 contains 8379 members 
Mstep: Class 9 contains 75829 members 
Mstep: Class 10 contains 63907 members 
Mstep: Class 11 contains 6329 members 
Mstep: Class 12 contains 60091 members 
Mstep: Class 13 contains 5807 members 
Mstep: Class 14 contains 21426 members 
Mstep: Class 15 contains 17029 members 
Mstep: Class 16 contains 14026 members 
Mstep: Class 17 contains 37871 members 
Mstep: Class 18 contains 2942 members 
Mstep: Class 19 contains 5649 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9833 members 
Mstep: Class 22 contains 9998 members 
Mstep: Class 23 contains 28691 members 
Mstep: Class 24 contains 529795 members 
Mstep: Class 25 contains 60745 members 
Mstep: Class 26 contains 6829 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69718 members 
Mstep: Class 29 contains 5902 members 
Mstep: Class 30 contains 16357 members 
Mstep: Class 31 contains 3322 members 
Mstep: Class 32 contains 23062 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111983976.000000 Penalty: 116180.585938
Iteration 327Q: 34 clusters Score -1.11984e+08 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74851 members 
Mstep: Class 2 contains 24245 members 
Mstep: Class 3 contains 3402 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 92924 members 
Mstep: Class 6 contains 154015 members 
Mstep: Class 7 contains 8594 members 
Mstep: Class 8 contains 8379 members 
Mstep: Class 9 contains 75829 members 
Mstep: Class 10 contains 63888 members 
Mstep: Class 11 contains 6329 members 
Mstep: Class 12 contains 60085 members 
Mstep: Class 13 contains 5806 members 
Mstep: Class 14 contains 21429 members 
Mstep: Class 15 contains 17029 members 
Mstep: Class 16 contains 14022 members 
Mstep: Class 17 contains 37874 members 
Mstep: Class 18 contains 2942 members 
Mstep: Class 19 contains 5649 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9833 members 
Mstep: Class 22 contains 9998 members 
Mstep: Class 23 contains 28690 members 
Mstep: Class 24 contains 529724 members 
Mstep: Class 25 contains 60728 members 
Mstep: Class 26 contains 6830 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69721 members 
Mstep: Class 29 contains 5902 members 
Mstep: Class 30 contains 16374 members 
Mstep: Class 31 contains 3322 members 
Mstep: Class 32 contains 23077 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111983936.000000 Penalty: 116180.585938
Iteration 328Q: 34 clusters Score -1.119839e+08 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74852 members 
Mstep: Class 2 contains 24249 members 
Mstep: Class 3 contains 3402 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 93005 members 
Mstep: Class 6 contains 154014 members 
Mstep: Class 7 contains 8594 members 
Mstep: Class 8 contains 8379 members 
Mstep: Class 9 contains 75831 members 
Mstep: Class 10 contains 63869 members 
Mstep: Class 11 contains 6327 members 
Mstep: Class 12 contains 60081 members 
Mstep: Class 13 contains 5806 members 
Mstep: Class 14 contains 21433 members 
Mstep: Class 15 contains 17029 members 
Mstep: Class 16 contains 14015 members 
Mstep: Class 17 contains 37875 members 
Mstep: Class 18 contains 2942 members 
Mstep: Class 19 contains 5649 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9832 members 
Mstep: Class 22 contains 9998 members 
Mstep: Class 23 contains 28692 members 
Mstep: Class 24 contains 529643 members 
Mstep: Class 25 contains 60718 members 
Mstep: Class 26 contains 6831 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69723 members 
Mstep: Class 29 contains 5902 members 
Mstep: Class 30 contains 16389 members 
Mstep: Class 31 contains 3322 members 
Mstep: Class 32 contains 23089 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111983880.000000 Penalty: 116180.585938
Iteration 329Q: 34 clusters Score -1.119839e+08 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74853 members 
Mstep: Class 2 contains 24249 members 
Mstep: Class 3 contains 3403 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 93083 members 
Mstep: Class 6 contains 154014 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8379 members 
Mstep: Class 9 contains 75831 members 
Mstep: Class 10 contains 63843 members 
Mstep: Class 11 contains 6324 members 
Mstep: Class 12 contains 60073 members 
Mstep: Class 13 contains 5806 members 
Mstep: Class 14 contains 21434 members 
Mstep: Class 15 contains 17029 members 
Mstep: Class 16 contains 14007 members 
Mstep: Class 17 contains 37877 members 
Mstep: Class 18 contains 2941 members 
Mstep: Class 19 contains 5649 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9831 members 
Mstep: Class 22 contains 9998 members 
Mstep: Class 23 contains 28695 members 
Mstep: Class 24 contains 529579 members 
Mstep: Class 25 contains 60714 members 
Mstep: Class 26 contains 6830 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69723 members 
Mstep: Class 29 contains 5902 members 
Mstep: Class 30 contains 16403 members 
Mstep: Class 31 contains 3322 members 
Mstep: Class 32 contains 23106 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984096.000000 Penalty: 116180.585938
Iteration 330Q: 34 clusters Score -1.119841e+08 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74854 members 
Mstep: Class 2 contains 24249 members 
Mstep: Class 3 contains 3403 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 93178 members 
Mstep: Class 6 contains 154014 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8379 members 
Mstep: Class 9 contains 75835 members 
Mstep: Class 10 contains 63815 members 
Mstep: Class 11 contains 6323 members 
Mstep: Class 12 contains 60070 members 
Mstep: Class 13 contains 5807 members 
Mstep: Class 14 contains 21433 members 
Mstep: Class 15 contains 17027 members 
Mstep: Class 16 contains 14004 members 
Mstep: Class 17 contains 37877 members 
Mstep: Class 18 contains 2940 members 
Mstep: Class 19 contains 5649 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9832 members 
Mstep: Class 22 contains 9998 members 
Mstep: Class 23 contains 28692 members 
Mstep: Class 24 contains 529501 members 
Mstep: Class 25 contains 60706 members 
Mstep: Class 26 contains 6831 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69723 members 
Mstep: Class 29 contains 5902 members 
Mstep: Class 30 contains 16411 members 
Mstep: Class 31 contains 3322 members 
Mstep: Class 32 contains 23123 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984144.000000 Penalty: 116180.585938
Iteration 331Q: 34 clusters Score -1.119841e+08 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74853 members 
Mstep: Class 2 contains 24249 members 
Mstep: Class 3 contains 3403 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 93266 members 
Mstep: Class 6 contains 154016 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8379 members 
Mstep: Class 9 contains 75834 members 
Mstep: Class 10 contains 63790 members 
Mstep: Class 11 contains 6321 members 
Mstep: Class 12 contains 60066 members 
Mstep: Class 13 contains 5807 members 
Mstep: Class 14 contains 21437 members 
Mstep: Class 15 contains 17026 members 
Mstep: Class 16 contains 14001 members 
Mstep: Class 17 contains 37877 members 
Mstep: Class 18 contains 2939 members 
Mstep: Class 19 contains 5649 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9831 members 
Mstep: Class 22 contains 9998 members 
Mstep: Class 23 contains 28690 members 
Mstep: Class 24 contains 529425 members 
Mstep: Class 25 contains 60702 members 
Mstep: Class 26 contains 6830 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69729 members 
Mstep: Class 29 contains 5902 members 
Mstep: Class 30 contains 16417 members 
Mstep: Class 31 contains 3322 members 
Mstep: Class 32 contains 23139 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984008.000000 Penalty: 116180.585938
Iteration 332Q: 34 clusters Score -1.11984e+08 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74854 members 
Mstep: Class 2 contains 24249 members 
Mstep: Class 3 contains 3403 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 93334 members 
Mstep: Class 6 contains 154016 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8379 members 
Mstep: Class 9 contains 75836 members 
Mstep: Class 10 contains 63779 members 
Mstep: Class 11 contains 6320 members 
Mstep: Class 12 contains 60056 members 
Mstep: Class 13 contains 5807 members 
Mstep: Class 14 contains 21440 members 
Mstep: Class 15 contains 17027 members 
Mstep: Class 16 contains 13997 members 
Mstep: Class 17 contains 37876 members 
Mstep: Class 18 contains 2938 members 
Mstep: Class 19 contains 5649 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9831 members 
Mstep: Class 22 contains 9998 members 
Mstep: Class 23 contains 28688 members 
Mstep: Class 24 contains 529357 members 
Mstep: Class 25 contains 60692 members 
Mstep: Class 26 contains 6829 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69730 members 
Mstep: Class 29 contains 5902 members 
Mstep: Class 30 contains 16428 members 
Mstep: Class 31 contains 3322 members 
Mstep: Class 32 contains 23161 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984160.000000 Penalty: 116180.585938
Iteration 333Q: 34 clusters Score -1.119842e+08 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74853 members 
Mstep: Class 2 contains 24249 members 
Mstep: Class 3 contains 3403 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 93405 members 
Mstep: Class 6 contains 154015 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8379 members 
Mstep: Class 9 contains 75838 members 
Mstep: Class 10 contains 63769 members 
Mstep: Class 11 contains 6319 members 
Mstep: Class 12 contains 60048 members 
Mstep: Class 13 contains 5807 members 
Mstep: Class 14 contains 21440 members 
Mstep: Class 15 contains 17027 members 
Mstep: Class 16 contains 13998 members 
Mstep: Class 17 contains 37875 members 
Mstep: Class 18 contains 2938 members 
Mstep: Class 19 contains 5649 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9831 members 
Mstep: Class 22 contains 9998 members 
Mstep: Class 23 contains 28684 members 
Mstep: Class 24 contains 529280 members 
Mstep: Class 25 contains 60689 members 
Mstep: Class 26 contains 6829 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69736 members 
Mstep: Class 29 contains 5902 members 
Mstep: Class 30 contains 16432 members 
Mstep: Class 31 contains 3322 members 
Mstep: Class 32 contains 23183 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984264.000000 Penalty: 116180.585938
Iteration 334Q: 34 clusters Score -1.119843e+08 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74852 members 
Mstep: Class 2 contains 24252 members 
Mstep: Class 3 contains 3403 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 93465 members 
Mstep: Class 6 contains 154016 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8379 members 
Mstep: Class 9 contains 75841 members 
Mstep: Class 10 contains 63754 members 
Mstep: Class 11 contains 6318 members 
Mstep: Class 12 contains 60044 members 
Mstep: Class 13 contains 5807 members 
Mstep: Class 14 contains 21440 members 
Mstep: Class 15 contains 17028 members 
Mstep: Class 16 contains 13993 members 
Mstep: Class 17 contains 37873 members 
Mstep: Class 18 contains 2938 members 
Mstep: Class 19 contains 5649 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9831 members 
Mstep: Class 22 contains 9998 members 
Mstep: Class 23 contains 28682 members 
Mstep: Class 24 contains 529210 members 
Mstep: Class 25 contains 60684 members 
Mstep: Class 26 contains 6828 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69742 members 
Mstep: Class 29 contains 5902 members 
Mstep: Class 30 contains 16441 members 
Mstep: Class 31 contains 3322 members 
Mstep: Class 32 contains 23206 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984272.000000 Penalty: 116180.585938
Iteration 335Q: 34 clusters Score -1.119843e+08 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74852 members 
Mstep: Class 2 contains 24253 members 
Mstep: Class 3 contains 3403 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 93522 members 
Mstep: Class 6 contains 154017 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8379 members 
Mstep: Class 9 contains 75842 members 
Mstep: Class 10 contains 63736 members 
Mstep: Class 11 contains 6318 members 
Mstep: Class 12 contains 60030 members 
Mstep: Class 13 contains 5807 members 
Mstep: Class 14 contains 21444 members 
Mstep: Class 15 contains 17027 members 
Mstep: Class 16 contains 13992 members 
Mstep: Class 17 contains 37873 members 
Mstep: Class 18 contains 2938 members 
Mstep: Class 19 contains 5649 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9831 members 
Mstep: Class 22 contains 9998 members 
Mstep: Class 23 contains 28677 members 
Mstep: Class 24 contains 529156 members 
Mstep: Class 25 contains 60678 members 
Mstep: Class 26 contains 6829 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69745 members 
Mstep: Class 29 contains 5902 members 
Mstep: Class 30 contains 16444 members 
Mstep: Class 31 contains 3322 members 
Mstep: Class 32 contains 23234 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984160.000000 Penalty: 116180.585938
Iteration 336Q: 34 clusters Score -1.119842e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74851 members 
Mstep: Class 2 contains 24251 members 
Mstep: Class 3 contains 3403 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 93581 members 
Mstep: Class 6 contains 154017 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8379 members 
Mstep: Class 9 contains 75843 members 
Mstep: Class 10 contains 63710 members 
Mstep: Class 11 contains 6318 members 
Mstep: Class 12 contains 60024 members 
Mstep: Class 13 contains 5807 members 
Mstep: Class 14 contains 21443 members 
Mstep: Class 15 contains 17028 members 
Mstep: Class 16 contains 13996 members 
Mstep: Class 17 contains 37868 members 
Mstep: Class 18 contains 2938 members 
Mstep: Class 19 contains 5649 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9831 members 
Mstep: Class 22 contains 9998 members 
Mstep: Class 23 contains 28676 members 
Mstep: Class 24 contains 529117 members 
Mstep: Class 25 contains 60671 members 
Mstep: Class 26 contains 6829 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69746 members 
Mstep: Class 29 contains 5902 members 
Mstep: Class 30 contains 16450 members 
Mstep: Class 31 contains 3322 members 
Mstep: Class 32 contains 23250 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984304.000000 Penalty: 116180.585938
Iteration 337Q: 34 clusters Score -1.119843e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74852 members 
Mstep: Class 2 contains 24252 members 
Mstep: Class 3 contains 3404 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 93636 members 
Mstep: Class 6 contains 154015 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8379 members 
Mstep: Class 9 contains 75844 members 
Mstep: Class 10 contains 63693 members 
Mstep: Class 11 contains 6318 members 
Mstep: Class 12 contains 60026 members 
Mstep: Class 13 contains 5807 members 
Mstep: Class 14 contains 21446 members 
Mstep: Class 15 contains 17027 members 
Mstep: Class 16 contains 13993 members 
Mstep: Class 17 contains 37863 members 
Mstep: Class 18 contains 2938 members 
Mstep: Class 19 contains 5649 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9831 members 
Mstep: Class 22 contains 9998 members 
Mstep: Class 23 contains 28675 members 
Mstep: Class 24 contains 529076 members 
Mstep: Class 25 contains 60662 members 
Mstep: Class 26 contains 6829 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69746 members 
Mstep: Class 29 contains 5902 members 
Mstep: Class 30 contains 16456 members 
Mstep: Class 31 contains 3322 members 
Mstep: Class 32 contains 23259 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984264.000000 Penalty: 116180.585938
Iteration 338Q: 34 clusters Score -1.119843e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74852 members 
Mstep: Class 2 contains 24252 members 
Mstep: Class 3 contains 3404 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 93700 members 
Mstep: Class 6 contains 154014 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8379 members 
Mstep: Class 9 contains 75845 members 
Mstep: Class 10 contains 63674 members 
Mstep: Class 11 contains 6318 members 
Mstep: Class 12 contains 60027 members 
Mstep: Class 13 contains 5807 members 
Mstep: Class 14 contains 21447 members 
Mstep: Class 15 contains 17027 members 
Mstep: Class 16 contains 13992 members 
Mstep: Class 17 contains 37861 members 
Mstep: Class 18 contains 2938 members 
Mstep: Class 19 contains 5649 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9831 members 
Mstep: Class 22 contains 9998 members 
Mstep: Class 23 contains 28674 members 
Mstep: Class 24 contains 529030 members 
Mstep: Class 25 contains 60654 members 
Mstep: Class 26 contains 6829 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69748 members 
Mstep: Class 29 contains 5902 members 
Mstep: Class 30 contains 16457 members 
Mstep: Class 31 contains 3322 members 
Mstep: Class 32 contains 23267 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984240.000000 Penalty: 116180.585938
Iteration 339Q: 34 clusters Score -1.119842e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74851 members 
Mstep: Class 2 contains 24251 members 
Mstep: Class 3 contains 3404 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 93762 members 
Mstep: Class 6 contains 154013 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8379 members 
Mstep: Class 9 contains 75846 members 
Mstep: Class 10 contains 63659 members 
Mstep: Class 11 contains 6318 members 
Mstep: Class 12 contains 60026 members 
Mstep: Class 13 contains 5807 members 
Mstep: Class 14 contains 21449 members 
Mstep: Class 15 contains 17027 members 
Mstep: Class 16 contains 13989 members 
Mstep: Class 17 contains 37854 members 
Mstep: Class 18 contains 2938 members 
Mstep: Class 19 contains 5649 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9830 members 
Mstep: Class 22 contains 9998 members 
Mstep: Class 23 contains 28672 members 
Mstep: Class 24 contains 528990 members 
Mstep: Class 25 contains 60651 members 
Mstep: Class 26 contains 6829 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69748 members 
Mstep: Class 29 contains 5902 members 
Mstep: Class 30 contains 16459 members 
Mstep: Class 31 contains 3322 members 
Mstep: Class 32 contains 23275 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984248.000000 Penalty: 116180.585938
Iteration 340F: 34 clusters Score -1.119842e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74849 members 
Mstep: Class 2 contains 24250 members 
Mstep: Class 3 contains 3404 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 93818 members 
Mstep: Class 6 contains 154013 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8379 members 
Mstep: Class 9 contains 75846 members 
Mstep: Class 10 contains 63640 members 
Mstep: Class 11 contains 6317 members 
Mstep: Class 12 contains 60025 members 
Mstep: Class 13 contains 5807 members 
Mstep: Class 14 contains 21452 members 
Mstep: Class 15 contains 17027 members 
Mstep: Class 16 contains 13988 members 
Mstep: Class 17 contains 37851 members 
Mstep: Class 18 contains 2938 members 
Mstep: Class 19 contains 5649 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9830 members 
Mstep: Class 22 contains 9998 members 
Mstep: Class 23 contains 28671 members 
Mstep: Class 24 contains 528945 members 
Mstep: Class 25 contains 60650 members 
Mstep: Class 26 contains 6829 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69748 members 
Mstep: Class 29 contains 5902 members 
Mstep: Class 30 contains 16463 members 
Mstep: Class 31 contains 3322 members 
Mstep: Class 32 contains 23287 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984248.000000 Penalty: 116180.585938
Iteration 341Q: 34 clusters Score -1.119842e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74850 members 
Mstep: Class 2 contains 24250 members 
Mstep: Class 3 contains 3404 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 93863 members 
Mstep: Class 6 contains 154013 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8379 members 
Mstep: Class 9 contains 75850 members 
Mstep: Class 10 contains 63624 members 
Mstep: Class 11 contains 6316 members 
Mstep: Class 12 contains 60022 members 
Mstep: Class 13 contains 5807 members 
Mstep: Class 14 contains 21455 members 
Mstep: Class 15 contains 17027 members 
Mstep: Class 16 contains 13989 members 
Mstep: Class 17 contains 37845 members 
Mstep: Class 18 contains 2938 members 
Mstep: Class 19 contains 5649 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9830 members 
Mstep: Class 22 contains 9999 members 
Mstep: Class 23 contains 28670 members 
Mstep: Class 24 contains 528910 members 
Mstep: Class 25 contains 60647 members 
Mstep: Class 26 contains 6828 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69749 members 
Mstep: Class 29 contains 5902 members 
Mstep: Class 30 contains 16465 members 
Mstep: Class 31 contains 3322 members 
Mstep: Class 32 contains 23295 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984368.000000 Penalty: 116180.585938
Iteration 342Q: 34 clusters Score -1.119844e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74850 members 
Mstep: Class 2 contains 24250 members 
Mstep: Class 3 contains 3404 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 93916 members 
Mstep: Class 6 contains 154014 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8379 members 
Mstep: Class 9 contains 75851 members 
Mstep: Class 10 contains 63601 members 
Mstep: Class 11 contains 6315 members 
Mstep: Class 12 contains 60016 members 
Mstep: Class 13 contains 5807 members 
Mstep: Class 14 contains 21458 members 
Mstep: Class 15 contains 17027 members 
Mstep: Class 16 contains 13994 members 
Mstep: Class 17 contains 37844 members 
Mstep: Class 18 contains 2938 members 
Mstep: Class 19 contains 5649 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9830 members 
Mstep: Class 22 contains 9999 members 
Mstep: Class 23 contains 28670 members 
Mstep: Class 24 contains 528873 members 
Mstep: Class 25 contains 60644 members 
Mstep: Class 26 contains 6827 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69748 members 
Mstep: Class 29 contains 5903 members 
Mstep: Class 30 contains 16466 members 
Mstep: Class 31 contains 3322 members 
Mstep: Class 32 contains 23303 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984408.000000 Penalty: 116180.585938
Iteration 343Q: 34 clusters Score -1.119844e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74850 members 
Mstep: Class 2 contains 24251 members 
Mstep: Class 3 contains 3404 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 93963 members 
Mstep: Class 6 contains 154013 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8379 members 
Mstep: Class 9 contains 75854 members 
Mstep: Class 10 contains 63590 members 
Mstep: Class 11 contains 6315 members 
Mstep: Class 12 contains 60006 members 
Mstep: Class 13 contains 5807 members 
Mstep: Class 14 contains 21460 members 
Mstep: Class 15 contains 17027 members 
Mstep: Class 16 contains 13994 members 
Mstep: Class 17 contains 37842 members 
Mstep: Class 18 contains 2938 members 
Mstep: Class 19 contains 5649 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9829 members 
Mstep: Class 22 contains 9999 members 
Mstep: Class 23 contains 28672 members 
Mstep: Class 24 contains 528843 members 
Mstep: Class 25 contains 60638 members 
Mstep: Class 26 contains 6827 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69745 members 
Mstep: Class 29 contains 5903 members 
Mstep: Class 30 contains 16467 members 
Mstep: Class 31 contains 3322 members 
Mstep: Class 32 contains 23311 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984376.000000 Penalty: 116180.585938
Iteration 344Q: 34 clusters Score -1.119844e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74850 members 
Mstep: Class 2 contains 24252 members 
Mstep: Class 3 contains 3404 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 94007 members 
Mstep: Class 6 contains 154012 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8379 members 
Mstep: Class 9 contains 75859 members 
Mstep: Class 10 contains 63574 members 
Mstep: Class 11 contains 6315 members 
Mstep: Class 12 contains 60001 members 
Mstep: Class 13 contains 5806 members 
Mstep: Class 14 contains 21459 members 
Mstep: Class 15 contains 17027 members 
Mstep: Class 16 contains 13992 members 
Mstep: Class 17 contains 37843 members 
Mstep: Class 18 contains 2938 members 
Mstep: Class 19 contains 5650 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9828 members 
Mstep: Class 22 contains 9999 members 
Mstep: Class 23 contains 28672 members 
Mstep: Class 24 contains 528811 members 
Mstep: Class 25 contains 60634 members 
Mstep: Class 26 contains 6827 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69747 members 
Mstep: Class 29 contains 5903 members 
Mstep: Class 30 contains 16468 members 
Mstep: Class 31 contains 3322 members 
Mstep: Class 32 contains 23319 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984512.000000 Penalty: 116180.585938
Iteration 345Q: 34 clusters Score -1.119845e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74850 members 
Mstep: Class 2 contains 24254 members 
Mstep: Class 3 contains 3404 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 94044 members 
Mstep: Class 6 contains 154013 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8379 members 
Mstep: Class 9 contains 75863 members 
Mstep: Class 10 contains 63559 members 
Mstep: Class 11 contains 6315 members 
Mstep: Class 12 contains 59998 members 
Mstep: Class 13 contains 5803 members 
Mstep: Class 14 contains 21460 members 
Mstep: Class 15 contains 17027 members 
Mstep: Class 16 contains 13990 members 
Mstep: Class 17 contains 37843 members 
Mstep: Class 18 contains 2938 members 
Mstep: Class 19 contains 5648 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9827 members 
Mstep: Class 22 contains 9999 members 
Mstep: Class 23 contains 28671 members 
Mstep: Class 24 contains 528776 members 
Mstep: Class 25 contains 60627 members 
Mstep: Class 26 contains 6828 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69750 members 
Mstep: Class 29 contains 5903 members 
Mstep: Class 30 contains 16472 members 
Mstep: Class 31 contains 3322 members 
Mstep: Class 32 contains 23335 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984480.000000 Penalty: 116180.585938
Iteration 346Q: 34 clusters Score -1.119845e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74849 members 
Mstep: Class 2 contains 24255 members 
Mstep: Class 3 contains 3404 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 94080 members 
Mstep: Class 6 contains 154015 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8379 members 
Mstep: Class 9 contains 75862 members 
Mstep: Class 10 contains 63549 members 
Mstep: Class 11 contains 6315 members 
Mstep: Class 12 contains 59995 members 
Mstep: Class 13 contains 5801 members 
Mstep: Class 14 contains 21460 members 
Mstep: Class 15 contains 17026 members 
Mstep: Class 16 contains 13991 members 
Mstep: Class 17 contains 37845 members 
Mstep: Class 18 contains 2938 members 
Mstep: Class 19 contains 5647 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9827 members 
Mstep: Class 22 contains 9999 members 
Mstep: Class 23 contains 28670 members 
Mstep: Class 24 contains 528750 members 
Mstep: Class 25 contains 60620 members 
Mstep: Class 26 contains 6829 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69750 members 
Mstep: Class 29 contains 5903 members 
Mstep: Class 30 contains 16473 members 
Mstep: Class 31 contains 3322 members 
Mstep: Class 32 contains 23344 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984576.000000 Penalty: 116180.585938
Iteration 347Q: 34 clusters Score -1.119846e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74849 members 
Mstep: Class 2 contains 24257 members 
Mstep: Class 3 contains 3404 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 94114 members 
Mstep: Class 6 contains 154014 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8379 members 
Mstep: Class 9 contains 75866 members 
Mstep: Class 10 contains 63547 members 
Mstep: Class 11 contains 6315 members 
Mstep: Class 12 contains 59989 members 
Mstep: Class 13 contains 5800 members 
Mstep: Class 14 contains 21461 members 
Mstep: Class 15 contains 17026 members 
Mstep: Class 16 contains 13995 members 
Mstep: Class 17 contains 37845 members 
Mstep: Class 18 contains 2938 members 
Mstep: Class 19 contains 5647 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9827 members 
Mstep: Class 22 contains 9999 members 
Mstep: Class 23 contains 28671 members 
Mstep: Class 24 contains 528712 members 
Mstep: Class 25 contains 60611 members 
Mstep: Class 26 contains 6829 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69750 members 
Mstep: Class 29 contains 5903 members 
Mstep: Class 30 contains 16474 members 
Mstep: Class 31 contains 3322 members 
Mstep: Class 32 contains 23354 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984488.000000 Penalty: 116180.585938
Iteration 348Q: 34 clusters Score -1.119845e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74850 members 
Mstep: Class 2 contains 24257 members 
Mstep: Class 3 contains 3404 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 94147 members 
Mstep: Class 6 contains 154014 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8379 members 
Mstep: Class 9 contains 75866 members 
Mstep: Class 10 contains 63538 members 
Mstep: Class 11 contains 6312 members 
Mstep: Class 12 contains 59987 members 
Mstep: Class 13 contains 5801 members 
Mstep: Class 14 contains 21463 members 
Mstep: Class 15 contains 17025 members 
Mstep: Class 16 contains 13995 members 
Mstep: Class 17 contains 37847 members 
Mstep: Class 18 contains 2938 members 
Mstep: Class 19 contains 5647 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9826 members 
Mstep: Class 22 contains 9999 members 
Mstep: Class 23 contains 28671 members 
Mstep: Class 24 contains 528676 members 
Mstep: Class 25 contains 60611 members 
Mstep: Class 26 contains 6829 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69749 members 
Mstep: Class 29 contains 5903 members 
Mstep: Class 30 contains 16480 members 
Mstep: Class 31 contains 3323 members 
Mstep: Class 32 contains 23361 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984520.000000 Penalty: 116180.585938
Iteration 349Q: 34 clusters Score -1.119845e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74851 members 
Mstep: Class 2 contains 24257 members 
Mstep: Class 3 contains 3404 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 94177 members 
Mstep: Class 6 contains 154014 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8379 members 
Mstep: Class 9 contains 75870 members 
Mstep: Class 10 contains 63542 members 
Mstep: Class 11 contains 6310 members 
Mstep: Class 12 contains 59981 members 
Mstep: Class 13 contains 5802 members 
Mstep: Class 14 contains 21467 members 
Mstep: Class 15 contains 17025 members 
Mstep: Class 16 contains 13993 members 
Mstep: Class 17 contains 37850 members 
Mstep: Class 18 contains 2938 members 
Mstep: Class 19 contains 5647 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9826 members 
Mstep: Class 22 contains 9999 members 
Mstep: Class 23 contains 28672 members 
Mstep: Class 24 contains 528629 members 
Mstep: Class 25 contains 60608 members 
Mstep: Class 26 contains 6829 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69746 members 
Mstep: Class 29 contains 5903 members 
Mstep: Class 30 contains 16492 members 
Mstep: Class 31 contains 3322 members 
Mstep: Class 32 contains 23365 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984432.000000 Penalty: 116180.585938
Iteration 350Q: 34 clusters Score -1.119844e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74850 members 
Mstep: Class 2 contains 24258 members 
Mstep: Class 3 contains 3404 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 94210 members 
Mstep: Class 6 contains 154016 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8379 members 
Mstep: Class 9 contains 75871 members 
Mstep: Class 10 contains 63542 members 
Mstep: Class 11 contains 6307 members 
Mstep: Class 12 contains 59978 members 
Mstep: Class 13 contains 5802 members 
Mstep: Class 14 contains 21465 members 
Mstep: Class 15 contains 17025 members 
Mstep: Class 16 contains 13992 members 
Mstep: Class 17 contains 37847 members 
Mstep: Class 18 contains 2938 members 
Mstep: Class 19 contains 5647 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9826 members 
Mstep: Class 22 contains 9999 members 
Mstep: Class 23 contains 28673 members 
Mstep: Class 24 contains 528583 members 
Mstep: Class 25 contains 60607 members 
Mstep: Class 26 contains 6829 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69746 members 
Mstep: Class 29 contains 5903 members 
Mstep: Class 30 contains 16505 members 
Mstep: Class 31 contains 3322 members 
Mstep: Class 32 contains 23374 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984432.000000 Penalty: 116180.585938
Iteration 351Q: 34 clusters Score -1.119844e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74849 members 
Mstep: Class 2 contains 24259 members 
Mstep: Class 3 contains 3403 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 94244 members 
Mstep: Class 6 contains 154016 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8379 members 
Mstep: Class 9 contains 75872 members 
Mstep: Class 10 contains 63533 members 
Mstep: Class 11 contains 6305 members 
Mstep: Class 12 contains 59979 members 
Mstep: Class 13 contains 5802 members 
Mstep: Class 14 contains 21466 members 
Mstep: Class 15 contains 17025 members 
Mstep: Class 16 contains 13992 members 
Mstep: Class 17 contains 37844 members 
Mstep: Class 18 contains 2938 members 
Mstep: Class 19 contains 5647 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9826 members 
Mstep: Class 22 contains 9999 members 
Mstep: Class 23 contains 28673 members 
Mstep: Class 24 contains 528547 members 
Mstep: Class 25 contains 60603 members 
Mstep: Class 26 contains 6829 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69745 members 
Mstep: Class 29 contains 5903 members 
Mstep: Class 30 contains 16517 members 
Mstep: Class 31 contains 3322 members 
Mstep: Class 32 contains 23381 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984424.000000 Penalty: 116180.585938
Iteration 352Q: 34 clusters Score -1.119844e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74848 members 
Mstep: Class 2 contains 24259 members 
Mstep: Class 3 contains 3402 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 94276 members 
Mstep: Class 6 contains 154016 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8379 members 
Mstep: Class 9 contains 75871 members 
Mstep: Class 10 contains 63525 members 
Mstep: Class 11 contains 6303 members 
Mstep: Class 12 contains 59977 members 
Mstep: Class 13 contains 5802 members 
Mstep: Class 14 contains 21466 members 
Mstep: Class 15 contains 17027 members 
Mstep: Class 16 contains 13991 members 
Mstep: Class 17 contains 37845 members 
Mstep: Class 18 contains 2938 members 
Mstep: Class 19 contains 5647 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9826 members 
Mstep: Class 22 contains 9999 members 
Mstep: Class 23 contains 28673 members 
Mstep: Class 24 contains 528507 members 
Mstep: Class 25 contains 60602 members 
Mstep: Class 26 contains 6829 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69745 members 
Mstep: Class 29 contains 5903 members 
Mstep: Class 30 contains 16525 members 
Mstep: Class 31 contains 3322 members 
Mstep: Class 32 contains 23395 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984376.000000 Penalty: 116180.585938
Iteration 353Q: 34 clusters Score -1.119844e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74848 members 
Mstep: Class 2 contains 24259 members 
Mstep: Class 3 contains 3401 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 94313 members 
Mstep: Class 6 contains 154015 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8379 members 
Mstep: Class 9 contains 75871 members 
Mstep: Class 10 contains 63519 members 
Mstep: Class 11 contains 6299 members 
Mstep: Class 12 contains 59975 members 
Mstep: Class 13 contains 5802 members 
Mstep: Class 14 contains 21466 members 
Mstep: Class 15 contains 17027 members 
Mstep: Class 16 contains 13990 members 
Mstep: Class 17 contains 37847 members 
Mstep: Class 18 contains 2938 members 
Mstep: Class 19 contains 5647 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9826 members 
Mstep: Class 22 contains 9999 members 
Mstep: Class 23 contains 28673 members 
Mstep: Class 24 contains 528465 members 
Mstep: Class 25 contains 60600 members 
Mstep: Class 26 contains 6830 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69746 members 
Mstep: Class 29 contains 5903 members 
Mstep: Class 30 contains 16534 members 
Mstep: Class 31 contains 3323 members 
Mstep: Class 32 contains 23403 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984376.000000 Penalty: 116180.585938
Iteration 354Q: 34 clusters Score -1.119844e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74848 members 
Mstep: Class 2 contains 24260 members 
Mstep: Class 3 contains 3400 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 94349 members 
Mstep: Class 6 contains 154015 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8378 members 
Mstep: Class 9 contains 75872 members 
Mstep: Class 10 contains 63515 members 
Mstep: Class 11 contains 6296 members 
Mstep: Class 12 contains 59971 members 
Mstep: Class 13 contains 5802 members 
Mstep: Class 14 contains 21467 members 
Mstep: Class 15 contains 17028 members 
Mstep: Class 16 contains 13988 members 
Mstep: Class 17 contains 37849 members 
Mstep: Class 18 contains 2938 members 
Mstep: Class 19 contains 5647 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9825 members 
Mstep: Class 22 contains 9999 members 
Mstep: Class 23 contains 28673 members 
Mstep: Class 24 contains 528416 members 
Mstep: Class 25 contains 60600 members 
Mstep: Class 26 contains 6831 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69748 members 
Mstep: Class 29 contains 5903 members 
Mstep: Class 30 contains 16546 members 
Mstep: Class 31 contains 3325 members 
Mstep: Class 32 contains 23409 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984384.000000 Penalty: 116180.585938
Iteration 355Q: 34 clusters Score -1.119844e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74849 members 
Mstep: Class 2 contains 24260 members 
Mstep: Class 3 contains 3401 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 94393 members 
Mstep: Class 6 contains 154015 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8378 members 
Mstep: Class 9 contains 75875 members 
Mstep: Class 10 contains 63502 members 
Mstep: Class 11 contains 6295 members 
Mstep: Class 12 contains 59966 members 
Mstep: Class 13 contains 5802 members 
Mstep: Class 14 contains 21468 members 
Mstep: Class 15 contains 17028 members 
Mstep: Class 16 contains 13986 members 
Mstep: Class 17 contains 37852 members 
Mstep: Class 18 contains 2938 members 
Mstep: Class 19 contains 5647 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9826 members 
Mstep: Class 22 contains 9999 members 
Mstep: Class 23 contains 28672 members 
Mstep: Class 24 contains 528365 members 
Mstep: Class 25 contains 60600 members 
Mstep: Class 26 contains 6831 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69750 members 
Mstep: Class 29 contains 5903 members 
Mstep: Class 30 contains 16554 members 
Mstep: Class 31 contains 3326 members 
Mstep: Class 32 contains 23417 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984384.000000 Penalty: 116180.585938
Iteration 356Q: 34 clusters Score -1.119844e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74849 members 
Mstep: Class 2 contains 24261 members 
Mstep: Class 3 contains 3402 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 94444 members 
Mstep: Class 6 contains 154015 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8378 members 
Mstep: Class 9 contains 75877 members 
Mstep: Class 10 contains 63486 members 
Mstep: Class 11 contains 6294 members 
Mstep: Class 12 contains 59963 members 
Mstep: Class 13 contains 5802 members 
Mstep: Class 14 contains 21471 members 
Mstep: Class 15 contains 17028 members 
Mstep: Class 16 contains 13985 members 
Mstep: Class 17 contains 37851 members 
Mstep: Class 18 contains 2938 members 
Mstep: Class 19 contains 5647 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9827 members 
Mstep: Class 22 contains 9999 members 
Mstep: Class 23 contains 28670 members 
Mstep: Class 24 contains 528306 members 
Mstep: Class 25 contains 60602 members 
Mstep: Class 26 contains 6830 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69753 members 
Mstep: Class 29 contains 5903 members 
Mstep: Class 30 contains 16564 members 
Mstep: Class 31 contains 3326 members 
Mstep: Class 32 contains 23427 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984296.000000 Penalty: 116180.585938
Iteration 357Q: 34 clusters Score -1.119843e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74848 members 
Mstep: Class 2 contains 24261 members 
Mstep: Class 3 contains 3402 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 94505 members 
Mstep: Class 6 contains 154015 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8378 members 
Mstep: Class 9 contains 75879 members 
Mstep: Class 10 contains 63467 members 
Mstep: Class 11 contains 6293 members 
Mstep: Class 12 contains 59957 members 
Mstep: Class 13 contains 5802 members 
Mstep: Class 14 contains 21475 members 
Mstep: Class 15 contains 17028 members 
Mstep: Class 16 contains 13986 members 
Mstep: Class 17 contains 37849 members 
Mstep: Class 18 contains 2938 members 
Mstep: Class 19 contains 5647 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9827 members 
Mstep: Class 22 contains 9999 members 
Mstep: Class 23 contains 28670 members 
Mstep: Class 24 contains 528255 members 
Mstep: Class 25 contains 60601 members 
Mstep: Class 26 contains 6830 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69756 members 
Mstep: Class 29 contains 5903 members 
Mstep: Class 30 contains 16571 members 
Mstep: Class 31 contains 3325 members 
Mstep: Class 32 contains 23431 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984328.000000 Penalty: 116180.585938
Iteration 358Q: 34 clusters Score -1.119843e+08 nChanged 117
Entering ConstructFrom: 
Score: -111984328.000000 Penalty: 116180.585938
Entering ConstructFrom: 
Trying to split cluster 1 (74849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74849 members 
Entering Unmasked Estep 
Score: -6038354.000000 Penalty: 2783.360596
	Iteration 0F: 2 clusters Score -6038354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37630 members 
Mstep: Class 2 contains 37219 members 
Entering Unmasked Estep 
Score: -5988352.500000 Penalty: 5566.721191
	Iteration 0F: 3 clusters Score -5988352 nChanged 35079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40055 members 
Mstep: Class 2 contains 34794 members 
Entering Unmasked Estep 
Score: -6008425.500000 Penalty: 5566.721191
	Iteration 1F: 3 clusters Score -6008426 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41875 members 
Mstep: Class 2 contains 32974 members 
Entering Unmasked Estep 
Score: -6010046.000000 Penalty: 5566.721191
	Iteration 2Q: 3 clusters Score -6010046 nChanged 4593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44628 members 
Mstep: Class 2 contains 30221 members 
Entering Unmasked Estep 
Score: -6012987.500000 Penalty: 5566.721191
	Iteration 3F: 3 clusters Score -6012988 nChanged 5987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48575 members 
Mstep: Class 2 contains 26274 members 
Entering Unmasked Estep 
Score: -6017860.500000 Penalty: 5566.721191
	Iteration 4F: 3 clusters Score -6017860 nChanged 6571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52930 members 
Mstep: Class 2 contains 21919 members 
Entering Unmasked Estep 
Score: -6023573.500000 Penalty: 5566.721191
	Iteration 5F: 3 clusters Score -6023574 nChanged 5854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56882 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
Score: -6027999.000000 Penalty: 5566.721191
	Iteration 6F: 3 clusters Score -6027999 nChanged 4167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59815 members 
Mstep: Class 2 contains 15034 members 
Entering Unmasked Estep 
Score: -6030558.000000 Penalty: 5566.721191
	Iteration 7F: 3 clusters Score -6030558 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62157 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -6032085.000000 Penalty: 5566.721191
	Iteration 8Q: 3 clusters Score -6032085 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63979 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -6033074.500000 Penalty: 5566.721191
	Iteration 9Q: 3 clusters Score -6033074 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65577 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -6033853.000000 Penalty: 5566.721191
	Iteration 10Q: 3 clusters Score -6033853 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66943 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -6034479.500000 Penalty: 5566.721191
	Iteration 11Q: 3 clusters Score -6034480 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68075 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -6035008.000000 Penalty: 5566.721191
	Iteration 12Q: 3 clusters Score -6035008 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69017 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -6035372.500000 Penalty: 5566.721191
	Iteration 13Q: 3 clusters Score -6035372 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69771 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -6035648.500000 Penalty: 5566.721191
	Iteration 14Q: 3 clusters Score -6035648 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70369 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -6035859.000000 Penalty: 5566.721191
	Iteration 15Q: 3 clusters Score -6035859 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70885 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -6036047.000000 Penalty: 5566.721191
	Iteration 16Q: 3 clusters Score -6036047 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71317 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -6036177.500000 Penalty: 5566.721191
	Iteration 17Q: 3 clusters Score -6036178 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71665 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -6036282.000000 Penalty: 5566.721191
	Iteration 18Q: 3 clusters Score -6036282 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71955 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -6036360.000000 Penalty: 5566.721191
	Iteration 19Q: 3 clusters Score -6036360 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72198 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -6036431.000000 Penalty: 5566.721191
	Iteration 20F: 3 clusters Score -6036431 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72399 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -6036478.500000 Penalty: 5566.721191
	Iteration 21Q: 3 clusters Score -6036478 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72532 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -6036507.000000 Penalty: 5566.721191
	Iteration 22Q: 3 clusters Score -6036507 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72653 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -6036565.000000 Penalty: 5566.721191
	Iteration 23Q: 3 clusters Score -6036565 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72737 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -6036576.500000 Penalty: 5566.721191
	Iteration 24Q: 3 clusters Score -6036576 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72800 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -6036590.500000 Penalty: 5566.721191
	Iteration 25Q: 3 clusters Score -6036590 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72847 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -6036613.500000 Penalty: 5566.721191
	Iteration 26Q: 3 clusters Score -6036614 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72889 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -6036626.500000 Penalty: 5566.721191
	Iteration 27Q: 3 clusters Score -6036626 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72918 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -6036633.000000 Penalty: 5566.721191
	Iteration 28Q: 3 clusters Score -6036633 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72944 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -6036647.000000 Penalty: 5566.721191
	Iteration 29Q: 3 clusters Score -6036647 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72961 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -6036648.500000 Penalty: 5566.721191
	Iteration 30Q: 3 clusters Score -6036648 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72979 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -6036656.000000 Penalty: 5566.721191
	Iteration 31Q: 3 clusters Score -6036656 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72997 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -6036658.000000 Penalty: 5566.721191
	Iteration 32Q: 3 clusters Score -6036658 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73011 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -6036655.500000 Penalty: 5566.721191
	Iteration 33Q: 3 clusters Score -6036656 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73026 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -6036668.500000 Penalty: 5566.721191
	Iteration 34Q: 3 clusters Score -6036668 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73044 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -6036666.000000 Penalty: 5566.721191
	Iteration 35Q: 3 clusters Score -6036666 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73059 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -6036668.000000 Penalty: 5566.721191
	Iteration 36Q: 3 clusters Score -6036668 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73071 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -6036672.500000 Penalty: 5566.721191
	Iteration 37Q: 3 clusters Score -6036672 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73084 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -6036667.500000 Penalty: 5566.721191
	Iteration 38Q: 3 clusters Score -6036668 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73092 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -6036674.000000 Penalty: 5566.721191
	Iteration 39Q: 3 clusters Score -6036674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73099 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -6036667.500000 Penalty: 5566.721191
	Iteration 40F: 3 clusters Score -6036668 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73107 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -6036669.000000 Penalty: 5566.721191
	Iteration 41Q: 3 clusters Score -6036669 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73112 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -6036671.000000 Penalty: 5566.721191
	Iteration 42Q: 3 clusters Score -6036671 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73120 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -6036665.500000 Penalty: 5566.721191
	Iteration 43Q: 3 clusters Score -6036666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73129 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -6036668.500000 Penalty: 5566.721191
	Iteration 44Q: 3 clusters Score -6036668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73138 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -6036672.000000 Penalty: 5566.721191
	Iteration 45Q: 3 clusters Score -6036672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73141 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -6036672.500000 Penalty: 5566.721191
	Iteration 46Q: 3 clusters Score -6036672 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73149 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -6036676.500000 Penalty: 5566.721191
	Iteration 47Q: 3 clusters Score -6036676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73153 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -6036673.000000 Penalty: 5566.721191
	Iteration 48Q: 3 clusters Score -6036673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73157 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -6036674.500000 Penalty: 5566.721191
	Iteration 49Q: 3 clusters Score -6036674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73159 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -6036671.500000 Penalty: 5566.721191
	Iteration 50Q: 3 clusters Score -6036672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73161 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -6036673.000000 Penalty: 5566.721191
	Iteration 51Q: 3 clusters Score -6036673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73162 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -6036674.500000 Penalty: 5566.721191
	Iteration 52Q: 3 clusters Score -6036674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73163 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -6036676.500000 Penalty: 5566.721191
	Iteration 53Q: 3 clusters Score -6036676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73165 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -6036676.500000 Penalty: 5566.721191
	Iteration 54Q: 3 clusters Score -6036676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73165 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -6036676.500000 Penalty: 5566.721191
	Iteration 55F: 3 clusters Score -6036676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (24260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24260 members 
Entering Unmasked Estep 
Score: -1910635.625000 Penalty: 2503.952881
	Iteration 0F: 2 clusters Score -1910636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -1893870.250000 Penalty: 5007.905762
	Iteration 0F: 3 clusters Score -1893870 nChanged 10774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -1900005.625000 Penalty: 5007.905762
	Iteration 1F: 3 clusters Score -1900006 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -1900665.375000 Penalty: 5007.905762
	Iteration 2F: 3 clusters Score -1900665 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -1901291.125000 Penalty: 5007.905762
	Iteration 3F: 3 clusters Score -1901291 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -1901880.875000 Penalty: 5007.905762
	Iteration 4F: 3 clusters Score -1901881 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -1902464.750000 Penalty: 5007.905762
	Iteration 5Q: 3 clusters Score -1902465 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -1903062.750000 Penalty: 5007.905762
	Iteration 6Q: 3 clusters Score -1903063 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -1903670.750000 Penalty: 5007.905762
	Iteration 7Q: 3 clusters Score -1903671 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -1904254.750000 Penalty: 5007.905762
	Iteration 8Q: 3 clusters Score -1904255 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -1904798.250000 Penalty: 5007.905762
	Iteration 9Q: 3 clusters Score -1904798 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14793 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -1905314.750000 Penalty: 5007.905762
	Iteration 10Q: 3 clusters Score -1905315 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15233 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1905786.625000 Penalty: 5007.905762
	Iteration 11Q: 3 clusters Score -1905787 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -1906104.250000 Penalty: 5007.905762
	Iteration 12Q: 3 clusters Score -1906104 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -1906339.625000 Penalty: 5007.905762
	Iteration 13Q: 3 clusters Score -1906340 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16326 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1906484.250000 Penalty: 5007.905762
	Iteration 14Q: 3 clusters Score -1906484 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -1906612.375000 Penalty: 5007.905762
	Iteration 15Q: 3 clusters Score -1906612 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16988 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1906729.375000 Penalty: 5007.905762
	Iteration 16Q: 3 clusters Score -1906729 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17341 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1906859.500000 Penalty: 5007.905762
	Iteration 17Q: 3 clusters Score -1906860 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17719 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1907019.625000 Penalty: 5007.905762
	Iteration 18Q: 3 clusters Score -1907020 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18079 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1907153.250000 Penalty: 5007.905762
	Iteration 19Q: 3 clusters Score -1907153 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1907332.125000 Penalty: 5007.905762
	Iteration 20F: 3 clusters Score -1907332 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18820 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1907503.000000 Penalty: 5007.905762
	Iteration 21Q: 3 clusters Score -1907503 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19215 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1907702.500000 Penalty: 5007.905762
	Iteration 22Q: 3 clusters Score -1907702 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19636 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1907944.375000 Penalty: 5007.905762
	Iteration 23Q: 3 clusters Score -1907944 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20067 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1908199.375000 Penalty: 5007.905762
	Iteration 24Q: 3 clusters Score -1908199 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20522 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1908502.500000 Penalty: 5007.905762
	Iteration 25Q: 3 clusters Score -1908502 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20956 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1908844.750000 Penalty: 5007.905762
	Iteration 26Q: 3 clusters Score -1908845 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21360 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1909158.125000 Penalty: 5007.905762
	Iteration 27Q: 3 clusters Score -1909158 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21688 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1909413.125000 Penalty: 5007.905762
	Iteration 28Q: 3 clusters Score -1909413 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21955 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1909642.625000 Penalty: 5007.905762
	Iteration 29Q: 3 clusters Score -1909643 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22199 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1909836.250000 Penalty: 5007.905762
	Iteration 30Q: 3 clusters Score -1909836 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22399 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1909979.375000 Penalty: 5007.905762
	Iteration 31Q: 3 clusters Score -1909979 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22560 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1910086.500000 Penalty: 5007.905762
	Iteration 32Q: 3 clusters Score -1910086 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22669 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1910161.125000 Penalty: 5007.905762
	Iteration 33Q: 3 clusters Score -1910161 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22738 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1910195.625000 Penalty: 5007.905762
	Iteration 34Q: 3 clusters Score -1910196 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22793 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1910221.625000 Penalty: 5007.905762
	Iteration 35Q: 3 clusters Score -1910222 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22840 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1910244.500000 Penalty: 5007.905762
	Iteration 36Q: 3 clusters Score -1910244 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22866 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1910248.500000 Penalty: 5007.905762
	Iteration 37Q: 3 clusters Score -1910248 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22881 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1910258.875000 Penalty: 5007.905762
	Iteration 38Q: 3 clusters Score -1910259 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22890 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1910259.500000 Penalty: 5007.905762
	Iteration 39Q: 3 clusters Score -1910260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22895 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1910275.625000 Penalty: 5007.905762
	Iteration 40F: 3 clusters Score -1910276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22895 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1910281.625000 Penalty: 5007.905762
	Iteration 41Q: 3 clusters Score -1910282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22900 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1910286.125000 Penalty: 5007.905762
	Iteration 42Q: 3 clusters Score -1910286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22902 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1910284.250000 Penalty: 5007.905762
	Iteration 43Q: 3 clusters Score -1910284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22903 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1910285.250000 Penalty: 5007.905762
	Iteration 44Q: 3 clusters Score -1910285 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22903 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1910285.250000 Penalty: 5007.905762
	Iteration 45F: 3 clusters Score -1910285 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Entering Unmasked Estep 
Score: -220845.484375 Penalty: 2016.838379
	Iteration 0F: 2 clusters Score -220845.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -217357.640625 Penalty: 4033.676758
	Iteration 0F: 3 clusters Score -217357.6 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -218167.015625 Penalty: 4033.676758
	Iteration 1F: 3 clusters Score -218167 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -218560.140625 Penalty: 4033.676758
	Iteration 2F: 3 clusters Score -218560.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -218872.593750 Penalty: 4033.676758
	Iteration 3F: 3 clusters Score -218872.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -219095.265625 Penalty: 4033.676758
	Iteration 4F: 3 clusters Score -219095.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -219283.406250 Penalty: 4033.676758
	Iteration 5F: 3 clusters Score -219283.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -219457.234375 Penalty: 4033.676758
	Iteration 6Q: 3 clusters Score -219457.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -219642.187500 Penalty: 4033.676758
	Iteration 7Q: 3 clusters Score -219642.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -219809.343750 Penalty: 4033.676758
	Iteration 8Q: 3 clusters Score -219809.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -219914.687500 Penalty: 4033.676758
	Iteration 9Q: 3 clusters Score -219914.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -220006.640625 Penalty: 4033.676758
	Iteration 10Q: 3 clusters Score -220006.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -220085.078125 Penalty: 4033.676758
	Iteration 11Q: 3 clusters Score -220085.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -220134.031250 Penalty: 4033.676758
	Iteration 12Q: 3 clusters Score -220134 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -220166.875000 Penalty: 4033.676758
	Iteration 13Q: 3 clusters Score -220166.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -220183.765625 Penalty: 4033.676758
	Iteration 14Q: 3 clusters Score -220183.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -220196.406250 Penalty: 4033.676758
	Iteration 15Q: 3 clusters Score -220196.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -220204.328125 Penalty: 4033.676758
	Iteration 16Q: 3 clusters Score -220204.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -220211.984375 Penalty: 4033.676758
	Iteration 17Q: 3 clusters Score -220212 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -220218.046875 Penalty: 4033.676758
	Iteration 18Q: 3 clusters Score -220218 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -220225.968750 Penalty: 4033.676758
	Iteration 19Q: 3 clusters Score -220226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -220231.718750 Penalty: 4033.676758
	Iteration 20F: 3 clusters Score -220231.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -220235.296875 Penalty: 4033.676758
	Iteration 21Q: 3 clusters Score -220235.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -220236.390625 Penalty: 4033.676758
	Iteration 22Q: 3 clusters Score -220236.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -220237.343750 Penalty: 4033.676758
	Iteration 23Q: 3 clusters Score -220237.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -220237.343750 Penalty: 4033.676758
	Iteration 24F: 3 clusters Score -220237.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Entering Unmasked Estep 
Score: -274436.093750 Penalty: 2028.093506
	Iteration 0F: 2 clusters Score -274436.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -270830.718750 Penalty: 4056.187012
	Iteration 0F: 3 clusters Score -270830.7 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -271607.656250 Penalty: 4056.187012
	Iteration 1F: 3 clusters Score -271607.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -271764.250000 Penalty: 4056.187012
	Iteration 2F: 3 clusters Score -271764.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -271859.843750 Penalty: 4056.187012
	Iteration 3Q: 3 clusters Score -271859.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -271936.218750 Penalty: 4056.187012
	Iteration 4Q: 3 clusters Score -271936.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -271975.156250 Penalty: 4056.187012
	Iteration 5Q: 3 clusters Score -271975.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -272001.875000 Penalty: 4056.187012
	Iteration 6Q: 3 clusters Score -272001.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -272029.937500 Penalty: 4056.187012
	Iteration 7Q: 3 clusters Score -272029.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -272045.875000 Penalty: 4056.187012
	Iteration 8Q: 3 clusters Score -272045.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -272061.093750 Penalty: 4056.187012
	Iteration 9Q: 3 clusters Score -272061.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -272074.312500 Penalty: 4056.187012
	Iteration 10Q: 3 clusters Score -272074.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -272084.750000 Penalty: 4056.187012
	Iteration 11Q: 3 clusters Score -272084.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -272095.406250 Penalty: 4056.187012
	Iteration 12Q: 3 clusters Score -272095.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -272103.062500 Penalty: 4056.187012
	Iteration 13Q: 3 clusters Score -272103.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -272109.343750 Penalty: 4056.187012
	Iteration 14Q: 3 clusters Score -272109.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -272114.031250 Penalty: 4056.187012
	Iteration 15Q: 3 clusters Score -272114 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -272119.937500 Penalty: 4056.187012
	Iteration 16Q: 3 clusters Score -272119.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -272126.750000 Penalty: 4056.187012
	Iteration 17Q: 3 clusters Score -272126.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -272134.437500 Penalty: 4056.187012
	Iteration 18Q: 3 clusters Score -272134.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -272144.062500 Penalty: 4056.187012
	Iteration 19Q: 3 clusters Score -272144.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -272164.093750 Penalty: 4056.187012
	Iteration 20F: 3 clusters Score -272164.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -272187.250000 Penalty: 4056.187012
	Iteration 21Q: 3 clusters Score -272187.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -272207.875000 Penalty: 4056.187012
	Iteration 22Q: 3 clusters Score -272207.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -272231.000000 Penalty: 4056.187012
	Iteration 23Q: 3 clusters Score -272231 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -272257.125000 Penalty: 4056.187012
	Iteration 24Q: 3 clusters Score -272257.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -272285.406250 Penalty: 4056.187012
	Iteration 25Q: 3 clusters Score -272285.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -272314.125000 Penalty: 4056.187012
	Iteration 26Q: 3 clusters Score -272314.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -272332.093750 Penalty: 4056.187012
	Iteration 27Q: 3 clusters Score -272332.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -272344.281250 Penalty: 4056.187012
	Iteration 28Q: 3 clusters Score -272344.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -272359.625000 Penalty: 4056.187012
	Iteration 29Q: 3 clusters Score -272359.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -272382.906250 Penalty: 4056.187012
	Iteration 30Q: 3 clusters Score -272382.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -272403.843750 Penalty: 4056.187012
	Iteration 31Q: 3 clusters Score -272403.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -272423.312500 Penalty: 4056.187012
	Iteration 32Q: 3 clusters Score -272423.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -272447.531250 Penalty: 4056.187012
	Iteration 33Q: 3 clusters Score -272447.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -272466.093750 Penalty: 4056.187012
	Iteration 34Q: 3 clusters Score -272466.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -272485.125000 Penalty: 4056.187012
	Iteration 35Q: 3 clusters Score -272485.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -272508.593750 Penalty: 4056.187012
	Iteration 36Q: 3 clusters Score -272508.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -272525.312500 Penalty: 4056.187012
	Iteration 37Q: 3 clusters Score -272525.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -272543.312500 Penalty: 4056.187012
	Iteration 38Q: 3 clusters Score -272543.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -272564.250000 Penalty: 4056.187012
	Iteration 39Q: 3 clusters Score -272564.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -272581.843750 Penalty: 4056.187012
	Iteration 40F: 3 clusters Score -272581.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -272596.375000 Penalty: 4056.187012
	Iteration 41Q: 3 clusters Score -272596.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -272607.906250 Penalty: 4056.187012
	Iteration 42Q: 3 clusters Score -272607.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -272619.531250 Penalty: 4056.187012
	Iteration 43Q: 3 clusters Score -272619.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -272637.843750 Penalty: 4056.187012
	Iteration 44Q: 3 clusters Score -272637.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -272658.468750 Penalty: 4056.187012
	Iteration 45Q: 3 clusters Score -272658.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -272699.125000 Penalty: 4056.187012
	Iteration 46Q: 3 clusters Score -272699.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -272731.625000 Penalty: 4056.187012
	Iteration 47Q: 3 clusters Score -272731.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -272775.000000 Penalty: 4056.187012
	Iteration 48Q: 3 clusters Score -272775 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -272825.750000 Penalty: 4056.187012
	Iteration 49Q: 3 clusters Score -272825.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -272877.812500 Penalty: 4056.187012
	Iteration 50Q: 3 clusters Score -272877.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -272924.437500 Penalty: 4056.187012
	Iteration 51Q: 3 clusters Score -272924.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -272962.031250 Penalty: 4056.187012
	Iteration 52Q: 3 clusters Score -272962 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -272998.218750 Penalty: 4056.187012
	Iteration 53Q: 3 clusters Score -272998.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -273032.437500 Penalty: 4056.187012
	Iteration 54Q: 3 clusters Score -273032.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -273050.937500 Penalty: 4056.187012
	Iteration 55Q: 3 clusters Score -273050.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -273061.812500 Penalty: 4056.187012
	Iteration 56Q: 3 clusters Score -273061.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -273068.500000 Penalty: 4056.187012
	Iteration 57Q: 3 clusters Score -273068.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -273073.468750 Penalty: 4056.187012
	Iteration 58Q: 3 clusters Score -273073.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -273080.093750 Penalty: 4056.187012
	Iteration 59Q: 3 clusters Score -273080.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -273084.531250 Penalty: 4056.187012
	Iteration 60F: 3 clusters Score -273084.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -273089.843750 Penalty: 4056.187012
	Iteration 61Q: 3 clusters Score -273089.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -273093.781250 Penalty: 4056.187012
	Iteration 62Q: 3 clusters Score -273093.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -273097.000000 Penalty: 4056.187012
	Iteration 63Q: 3 clusters Score -273097 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -273099.625000 Penalty: 4056.187012
	Iteration 64Q: 3 clusters Score -273099.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -273102.062500 Penalty: 4056.187012
	Iteration 65Q: 3 clusters Score -273102.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -273104.187500 Penalty: 4056.187012
	Iteration 66Q: 3 clusters Score -273104.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -273105.906250 Penalty: 4056.187012
	Iteration 67Q: 3 clusters Score -273105.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -273106.031250 Penalty: 4056.187012
	Iteration 68Q: 3 clusters Score -273106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -273106.031250 Penalty: 4056.187012
	Iteration 69F: 3 clusters Score -273106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (94559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94559 members 
Entering Unmasked Estep 
Score: -7592447.000000 Penalty: 2841.330811
	Iteration 0F: 2 clusters Score -7592447 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47474 members 
Mstep: Class 2 contains 47085 members 
Entering Unmasked Estep 
Score: -7529114.000000 Penalty: 5682.661621
	Iteration 0F: 3 clusters Score -7529114 nChanged 44822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50248 members 
Mstep: Class 2 contains 44311 members 
Entering Unmasked Estep 
Score: -7554483.500000 Penalty: 5682.661621
	Iteration 1F: 3 clusters Score -7554484 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51931 members 
Mstep: Class 2 contains 42628 members 
Entering Unmasked Estep 
Score: -7555394.500000 Penalty: 5682.661621
	Iteration 2Q: 3 clusters Score -7555394 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54460 members 
Mstep: Class 2 contains 40099 members 
Entering Unmasked Estep 
Score: -7556544.500000 Penalty: 5682.661621
	Iteration 3Q: 3 clusters Score -7556544 nChanged 4486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58186 members 
Mstep: Class 2 contains 36373 members 
Entering Unmasked Estep 
Score: -7558562.500000 Penalty: 5682.661621
	Iteration 4Q: 3 clusters Score -7558562 nChanged 5827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63509 members 
Mstep: Class 2 contains 31050 members 
Entering Unmasked Estep 
Score: -7562030.500000 Penalty: 5682.661621
	Iteration 5F: 3 clusters Score -7562030 nChanged 7122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70373 members 
Mstep: Class 2 contains 24186 members 
Entering Unmasked Estep 
Score: -7567589.000000 Penalty: 5682.661621
	Iteration 6F: 3 clusters Score -7567589 nChanged 7800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78013 members 
Mstep: Class 2 contains 16546 members 
Entering Unmasked Estep 
Score: -7574660.500000 Penalty: 5682.661621
	Iteration 7F: 3 clusters Score -7574660 nChanged 6795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84750 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -7581168.500000 Penalty: 5682.661621
	Iteration 8F: 3 clusters Score -7581168 nChanged 4590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89330 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -7585472.500000 Penalty: 5682.661621
	Iteration 9Q: 3 clusters Score -7585472 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91898 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -7587743.000000 Penalty: 5682.661621
	Iteration 10Q: 3 clusters Score -7587743 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93210 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -7588914.000000 Penalty: 5682.661621
	Iteration 11Q: 3 clusters Score -7588914 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93752 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -7589408.000000 Penalty: 5682.661621
	Iteration 12Q: 3 clusters Score -7589408 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93994 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -7589624.500000 Penalty: 5682.661621
	Iteration 13Q: 3 clusters Score -7589624 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94112 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -7589778.000000 Penalty: 5682.661621
	Iteration 14Q: 3 clusters Score -7589778 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94171 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -7589849.000000 Penalty: 5682.661621
	Iteration 15Q: 3 clusters Score -7589849 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94200 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -7589895.000000 Penalty: 5682.661621
	Iteration 16Q: 3 clusters Score -7589895 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94213 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -7589915.500000 Penalty: 5682.661621
	Iteration 17Q: 3 clusters Score -7589916 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94223 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -7589925.000000 Penalty: 5682.661621
	Iteration 18Q: 3 clusters Score -7589925 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94231 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -7589927.500000 Penalty: 5682.661621
	Iteration 19Q: 3 clusters Score -7589928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94236 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -7589940.000000 Penalty: 5682.661621
	Iteration 20F: 3 clusters Score -7589940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94236 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -7589946.000000 Penalty: 5682.661621
	Iteration 21Q: 3 clusters Score -7589946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94236 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -7589943.500000 Penalty: 5682.661621
	Iteration 22Q: 3 clusters Score -7589944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94239 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -7589951.000000 Penalty: 5682.661621
	Iteration 23Q: 3 clusters Score -7589951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94242 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -7589952.000000 Penalty: 5682.661621
	Iteration 24Q: 3 clusters Score -7589952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94247 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -7589952.000000 Penalty: 5682.661621
	Iteration 25Q: 3 clusters Score -7589952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94248 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -7589953.500000 Penalty: 5682.661621
	Iteration 26Q: 3 clusters Score -7589954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94248 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -7589952.000000 Penalty: 5682.661621
	Iteration 27Q: 3 clusters Score -7589952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94250 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -7589955.500000 Penalty: 5682.661621
	Iteration 28Q: 3 clusters Score -7589956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94252 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -7589954.000000 Penalty: 5682.661621
	Iteration 29Q: 3 clusters Score -7589954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94254 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -7589954.000000 Penalty: 5682.661621
	Iteration 30Q: 3 clusters Score -7589954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94257 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -7589959.500000 Penalty: 5682.661621
	Iteration 31Q: 3 clusters Score -7589960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94259 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -7589964.000000 Penalty: 5682.661621
	Iteration 32Q: 3 clusters Score -7589964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94260 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -7589966.500000 Penalty: 5682.661621
	Iteration 33Q: 3 clusters Score -7589966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94264 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -7589978.500000 Penalty: 5682.661621
	Iteration 34Q: 3 clusters Score -7589978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94266 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -7589976.500000 Penalty: 5682.661621
	Iteration 35Q: 3 clusters Score -7589976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94267 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -7589973.500000 Penalty: 5682.661621
	Iteration 36Q: 3 clusters Score -7589974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94267 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -7589973.500000 Penalty: 5682.661621
	Iteration 37F: 3 clusters Score -7589974 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (154015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154015 members 
Entering Unmasked Estep 
Score: -12332791.000000 Penalty: 2962.311768
	Iteration 0F: 2 clusters Score -1.233279e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76933 members 
Mstep: Class 2 contains 77082 members 
Entering Unmasked Estep 
Score: -12229054.000000 Penalty: 5924.623535
	Iteration 0F: 3 clusters Score -1.222905e+07 nChanged 73882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75349 members 
Mstep: Class 2 contains 78666 members 
Entering Unmasked Estep 
Score: -12271834.000000 Penalty: 5924.623535
	Iteration 1F: 3 clusters Score -1.227183e+07 nChanged 4308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74343 members 
Mstep: Class 2 contains 79672 members 
Entering Unmasked Estep 
Score: -12272822.000000 Penalty: 5924.623535
	Iteration 2Q: 3 clusters Score -1.227282e+07 nChanged 4422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72819 members 
Mstep: Class 2 contains 81196 members 
Entering Unmasked Estep 
Score: -12273833.000000 Penalty: 5924.623535
	Iteration 3Q: 3 clusters Score -1.227383e+07 nChanged 4583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70618 members 
Mstep: Class 2 contains 83397 members 
Entering Unmasked Estep 
Score: -12275004.000000 Penalty: 5924.623535
	Iteration 4Q: 3 clusters Score -1.2275e+07 nChanged 5147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67321 members 
Mstep: Class 2 contains 86694 members 
Entering Unmasked Estep 
Score: -12276783.000000 Penalty: 5924.623535
	Iteration 5Q: 3 clusters Score -1.227678e+07 nChanged 5974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62495 members 
Mstep: Class 2 contains 91520 members 
Entering Unmasked Estep 
Score: -12279274.000000 Penalty: 5924.623535
	Iteration 6Q: 3 clusters Score -1.227927e+07 nChanged 7514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55623 members 
Mstep: Class 2 contains 98392 members 
Entering Unmasked Estep 
Score: -12283096.000000 Penalty: 5924.623535
	Iteration 7Q: 3 clusters Score -1.22831e+07 nChanged 9610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46257 members 
Mstep: Class 2 contains 107758 members 
Entering Unmasked Estep 
Score: -12289299.000000 Penalty: 5924.623535
	Iteration 8F: 3 clusters Score -1.22893e+07 nChanged 11743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34574 members 
Mstep: Class 2 contains 119441 members 
Entering Unmasked Estep 
Score: -12298450.000000 Penalty: 5924.623535
	Iteration 9F: 3 clusters Score -1.229845e+07 nChanged 12668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21932 members 
Mstep: Class 2 contains 132083 members 
Entering Unmasked Estep 
Score: -12309802.000000 Penalty: 5924.623535
	Iteration 10F: 3 clusters Score -1.23098e+07 nChanged 10932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 143011 members 
Entering Unmasked Estep 
Score: -12320271.000000 Penalty: 5924.623535
	Iteration 11F: 3 clusters Score -1.232027e+07 nChanged 6601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 149608 members 
Entering Unmasked Estep 
Score: -12326603.000000 Penalty: 5924.623535
	Iteration 12Q: 3 clusters Score -1.23266e+07 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 152275 members 
Entering Unmasked Estep 
Score: -12328984.000000 Penalty: 5924.623535
	Iteration 13Q: 3 clusters Score -1.232898e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 153145 members 
Entering Unmasked Estep 
Score: -12329641.000000 Penalty: 5924.623535
	Iteration 14Q: 3 clusters Score -1.232964e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 153424 members 
Entering Unmasked Estep 
Score: -12329896.000000 Penalty: 5924.623535
	Iteration 15Q: 3 clusters Score -1.23299e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 153515 members 
Entering Unmasked Estep 
Score: -12330017.000000 Penalty: 5924.623535
	Iteration 16Q: 3 clusters Score -1.233002e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 153561 members 
Entering Unmasked Estep 
Score: -12330107.000000 Penalty: 5924.623535
	Iteration 17Q: 3 clusters Score -1.233011e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 153592 members 
Entering Unmasked Estep 
Score: -12330157.000000 Penalty: 5924.623535
	Iteration 18Q: 3 clusters Score -1.233016e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 153611 members 
Entering Unmasked Estep 
Score: -12330192.000000 Penalty: 5924.623535
	Iteration 19Q: 3 clusters Score -1.233019e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 153622 members 
Entering Unmasked Estep 
Score: -12330219.000000 Penalty: 5924.623535
	Iteration 20F: 3 clusters Score -1.233022e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 153628 members 
Entering Unmasked Estep 
Score: -12330228.000000 Penalty: 5924.623535
	Iteration 21Q: 3 clusters Score -1.233023e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 153639 members 
Entering Unmasked Estep 
Score: -12330261.000000 Penalty: 5924.623535
	Iteration 22Q: 3 clusters Score -1.233026e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 153641 members 
Entering Unmasked Estep 
Score: -12330253.000000 Penalty: 5924.623535
	Iteration 23Q: 3 clusters Score -1.233025e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 153646 members 
Entering Unmasked Estep 
Score: -12330263.000000 Penalty: 5924.623535
	Iteration 24Q: 3 clusters Score -1.233026e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 153649 members 
Entering Unmasked Estep 
Score: -12330271.000000 Penalty: 5924.623535
	Iteration 25Q: 3 clusters Score -1.233027e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 153650 members 
Entering Unmasked Estep 
Score: -12330281.000000 Penalty: 5924.623535
	Iteration 26Q: 3 clusters Score -1.233028e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 153651 members 
Entering Unmasked Estep 
Score: -12330276.000000 Penalty: 5924.623535
	Iteration 27Q: 3 clusters Score -1.233028e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 153650 members 
Entering Unmasked Estep 
Score: -12330280.000000 Penalty: 5924.623535
	Iteration 28Q: 3 clusters Score -1.233028e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 153651 members 
Entering Unmasked Estep 
Score: -12330274.000000 Penalty: 5924.623535
	Iteration 29Q: 3 clusters Score -1.233027e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 153651 members 
Entering Unmasked Estep 
Score: -12330274.000000 Penalty: 5924.623535
	Iteration 30F: 3 clusters Score -1.233027e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Entering Unmasked Estep 
Score: -661100.625000 Penalty: 2246.558350
	Iteration 0F: 2 clusters Score -661100.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -654343.000000 Penalty: 4493.116699
	Iteration 0F: 3 clusters Score -654343 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -656170.250000 Penalty: 4493.116699
	Iteration 1F: 3 clusters Score -656170.2 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -656468.750000 Penalty: 4493.116699
	Iteration 2F: 3 clusters Score -656468.8 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -656743.062500 Penalty: 4493.116699
	Iteration 3F: 3 clusters Score -656743.1 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -657027.500000 Penalty: 4493.116699
	Iteration 4F: 3 clusters Score -657027.5 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -657291.437500 Penalty: 4493.116699
	Iteration 5Q: 3 clusters Score -657291.4 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -657582.500000 Penalty: 4493.116699
	Iteration 6Q: 3 clusters Score -657582.5 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -657881.375000 Penalty: 4493.116699
	Iteration 7Q: 3 clusters Score -657881.4 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -658202.062500 Penalty: 4493.116699
	Iteration 8Q: 3 clusters Score -658202.1 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -658498.562500 Penalty: 4493.116699
	Iteration 9Q: 3 clusters Score -658498.6 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -658752.937500 Penalty: 4493.116699
	Iteration 10Q: 3 clusters Score -658752.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -658924.750000 Penalty: 4493.116699
	Iteration 11Q: 3 clusters Score -658924.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -659015.562500 Penalty: 4493.116699
	Iteration 12Q: 3 clusters Score -659015.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -659068.625000 Penalty: 4493.116699
	Iteration 13Q: 3 clusters Score -659068.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -659115.125000 Penalty: 4493.116699
	Iteration 14Q: 3 clusters Score -659115.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -659153.125000 Penalty: 4493.116699
	Iteration 15Q: 3 clusters Score -659153.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -659183.375000 Penalty: 4493.116699
	Iteration 16Q: 3 clusters Score -659183.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -659202.937500 Penalty: 4493.116699
	Iteration 17Q: 3 clusters Score -659202.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -659216.937500 Penalty: 4493.116699
	Iteration 18Q: 3 clusters Score -659216.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -659227.312500 Penalty: 4493.116699
	Iteration 19Q: 3 clusters Score -659227.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -659235.687500 Penalty: 4493.116699
	Iteration 20F: 3 clusters Score -659235.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -659248.687500 Penalty: 4493.116699
	Iteration 21Q: 3 clusters Score -659248.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -659261.375000 Penalty: 4493.116699
	Iteration 22Q: 3 clusters Score -659261.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -659271.750000 Penalty: 4493.116699
	Iteration 23Q: 3 clusters Score -659271.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -659282.250000 Penalty: 4493.116699
	Iteration 24Q: 3 clusters Score -659282.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -659290.375000 Penalty: 4493.116699
	Iteration 25Q: 3 clusters Score -659290.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -659301.312500 Penalty: 4493.116699
	Iteration 26Q: 3 clusters Score -659301.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -659309.125000 Penalty: 4493.116699
	Iteration 27Q: 3 clusters Score -659309.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -659315.687500 Penalty: 4493.116699
	Iteration 28Q: 3 clusters Score -659315.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -659324.062500 Penalty: 4493.116699
	Iteration 29Q: 3 clusters Score -659324.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -659336.062500 Penalty: 4493.116699
	Iteration 30Q: 3 clusters Score -659336.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -659343.750000 Penalty: 4493.116699
	Iteration 31Q: 3 clusters Score -659343.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -659347.750000 Penalty: 4493.116699
	Iteration 32Q: 3 clusters Score -659347.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -659353.437500 Penalty: 4493.116699
	Iteration 33Q: 3 clusters Score -659353.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -659356.312500 Penalty: 4493.116699
	Iteration 34Q: 3 clusters Score -659356.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -659357.000000 Penalty: 4493.116699
	Iteration 35Q: 3 clusters Score -659357 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -659360.750000 Penalty: 4493.116699
	Iteration 36Q: 3 clusters Score -659360.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -659365.312500 Penalty: 4493.116699
	Iteration 37Q: 3 clusters Score -659365.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -659372.375000 Penalty: 4493.116699
	Iteration 38Q: 3 clusters Score -659372.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -659372.437500 Penalty: 4493.116699
	Iteration 39Q: 3 clusters Score -659372.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -659375.500000 Penalty: 4493.116699
	Iteration 40F: 3 clusters Score -659375.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -659375.500000 Penalty: 4493.116699
	Iteration 41Q: 3 clusters Score -659375.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -659378.375000 Penalty: 4493.116699
	Iteration 42Q: 3 clusters Score -659378.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -659378.125000 Penalty: 4493.116699
	Iteration 43Q: 3 clusters Score -659378.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -659378.187500 Penalty: 4493.116699
	Iteration 44Q: 3 clusters Score -659378.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -659378.187500 Penalty: 4493.116699
	Iteration 45F: 3 clusters Score -659378.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Entering Unmasked Estep 
Score: -640730.375000 Penalty: 2240.274414
	Iteration 0F: 2 clusters Score -640730.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -634080.375000 Penalty: 4480.548828
	Iteration 0F: 3 clusters Score -634080.4 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -635926.750000 Penalty: 4480.548828
	Iteration 1F: 3 clusters Score -635926.8 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -636367.812500 Penalty: 4480.548828
	Iteration 2F: 3 clusters Score -636367.8 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -636816.687500 Penalty: 4480.548828
	Iteration 3F: 3 clusters Score -636816.7 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -637167.125000 Penalty: 4480.548828
	Iteration 4F: 3 clusters Score -637167.1 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -637496.187500 Penalty: 4480.548828
	Iteration 5F: 3 clusters Score -637496.2 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -637756.375000 Penalty: 4480.548828
	Iteration 6F: 3 clusters Score -637756.4 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -637991.500000 Penalty: 4480.548828
	Iteration 7Q: 3 clusters Score -637991.5 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -638230.625000 Penalty: 4480.548828
	Iteration 8Q: 3 clusters Score -638230.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -638420.187500 Penalty: 4480.548828
	Iteration 9Q: 3 clusters Score -638420.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -638604.000000 Penalty: 4480.548828
	Iteration 10Q: 3 clusters Score -638604 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -638747.750000 Penalty: 4480.548828
	Iteration 11Q: 3 clusters Score -638747.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -638884.250000 Penalty: 4480.548828
	Iteration 12Q: 3 clusters Score -638884.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -639014.687500 Penalty: 4480.548828
	Iteration 13Q: 3 clusters Score -639014.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -639116.687500 Penalty: 4480.548828
	Iteration 14Q: 3 clusters Score -639116.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -639187.375000 Penalty: 4480.548828
	Iteration 15Q: 3 clusters Score -639187.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -639248.125000 Penalty: 4480.548828
	Iteration 16Q: 3 clusters Score -639248.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -639290.937500 Penalty: 4480.548828
	Iteration 17Q: 3 clusters Score -639290.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -639331.875000 Penalty: 4480.548828
	Iteration 18Q: 3 clusters Score -639331.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -639364.687500 Penalty: 4480.548828
	Iteration 19Q: 3 clusters Score -639364.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -639400.312500 Penalty: 4480.548828
	Iteration 20F: 3 clusters Score -639400.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -639429.875000 Penalty: 4480.548828
	Iteration 21Q: 3 clusters Score -639429.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -639462.312500 Penalty: 4480.548828
	Iteration 22Q: 3 clusters Score -639462.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -639490.250000 Penalty: 4480.548828
	Iteration 23Q: 3 clusters Score -639490.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -639508.187500 Penalty: 4480.548828
	Iteration 24Q: 3 clusters Score -639508.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -639534.562500 Penalty: 4480.548828
	Iteration 25Q: 3 clusters Score -639534.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -639565.812500 Penalty: 4480.548828
	Iteration 26Q: 3 clusters Score -639565.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -639624.500000 Penalty: 4480.548828
	Iteration 27Q: 3 clusters Score -639624.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -639702.250000 Penalty: 4480.548828
	Iteration 28Q: 3 clusters Score -639702.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -639768.187500 Penalty: 4480.548828
	Iteration 29Q: 3 clusters Score -639768.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -639846.000000 Penalty: 4480.548828
	Iteration 30Q: 3 clusters Score -639846 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -639916.312500 Penalty: 4480.548828
	Iteration 31Q: 3 clusters Score -639916.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -639982.500000 Penalty: 4480.548828
	Iteration 32Q: 3 clusters Score -639982.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -640051.812500 Penalty: 4480.548828
	Iteration 33Q: 3 clusters Score -640051.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -640118.562500 Penalty: 4480.548828
	Iteration 34Q: 3 clusters Score -640118.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -640178.625000 Penalty: 4480.548828
	Iteration 35Q: 3 clusters Score -640178.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -640212.062500 Penalty: 4480.548828
	Iteration 36Q: 3 clusters Score -640212.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -640244.125000 Penalty: 4480.548828
	Iteration 37Q: 3 clusters Score -640244.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -640262.312500 Penalty: 4480.548828
	Iteration 38Q: 3 clusters Score -640262.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -640277.000000 Penalty: 4480.548828
	Iteration 39Q: 3 clusters Score -640277 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -640284.250000 Penalty: 4480.548828
	Iteration 40F: 3 clusters Score -640284.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -640289.000000 Penalty: 4480.548828
	Iteration 41Q: 3 clusters Score -640289 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -640289.875000 Penalty: 4480.548828
	Iteration 42Q: 3 clusters Score -640289.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -640293.125000 Penalty: 4480.548828
	Iteration 43Q: 3 clusters Score -640293.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -640293.937500 Penalty: 4480.548828
	Iteration 44Q: 3 clusters Score -640293.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -640294.625000 Penalty: 4480.548828
	Iteration 45Q: 3 clusters Score -640294.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -640295.687500 Penalty: 4480.548828
	Iteration 46Q: 3 clusters Score -640295.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -640297.562500 Penalty: 4480.548828
	Iteration 47Q: 3 clusters Score -640297.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -640300.875000 Penalty: 4480.548828
	Iteration 48Q: 3 clusters Score -640300.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -640300.687500 Penalty: 4480.548828
	Iteration 49Q: 3 clusters Score -640300.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -640300.312500 Penalty: 4480.548828
	Iteration 50Q: 3 clusters Score -640300.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -640300.937500 Penalty: 4480.548828
	Iteration 51Q: 3 clusters Score -640300.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -640302.437500 Penalty: 4480.548828
	Iteration 52Q: 3 clusters Score -640302.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -640303.250000 Penalty: 4480.548828
	Iteration 53Q: 3 clusters Score -640303.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -640304.437500 Penalty: 4480.548828
	Iteration 54Q: 3 clusters Score -640304.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -640303.750000 Penalty: 4480.548828
	Iteration 55Q: 3 clusters Score -640303.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -640303.750000 Penalty: 4480.548828
	Iteration 56F: 3 clusters Score -640303.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (75881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75881 members 
Entering Unmasked Estep 
Score: -6162911.500000 Penalty: 2786.756592
	Iteration 0F: 2 clusters Score -6162912 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37759 members 
Mstep: Class 2 contains 38122 members 
Entering Unmasked Estep 
Score: -6112348.000000 Penalty: 5573.513184
	Iteration 0F: 3 clusters Score -6112348 nChanged 35479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36014 members 
Mstep: Class 2 contains 39867 members 
Entering Unmasked Estep 
Score: -6132397.500000 Penalty: 5573.513184
	Iteration 1F: 3 clusters Score -6132398 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34687 members 
Mstep: Class 2 contains 41194 members 
Entering Unmasked Estep 
Score: -6133401.500000 Penalty: 5573.513184
	Iteration 2Q: 3 clusters Score -6133402 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32685 members 
Mstep: Class 2 contains 43196 members 
Entering Unmasked Estep 
Score: -6134824.000000 Penalty: 5573.513184
	Iteration 3Q: 3 clusters Score -6134824 nChanged 4379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29562 members 
Mstep: Class 2 contains 46319 members 
Entering Unmasked Estep 
Score: -6137263.500000 Penalty: 5573.513184
	Iteration 4F: 3 clusters Score -6137264 nChanged 5501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25171 members 
Mstep: Class 2 contains 50710 members 
Entering Unmasked Estep 
Score: -6141061.500000 Penalty: 5573.513184
	Iteration 5F: 3 clusters Score -6141062 nChanged 6265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19838 members 
Mstep: Class 2 contains 56043 members 
Entering Unmasked Estep 
Score: -6146323.000000 Penalty: 5573.513184
	Iteration 6F: 3 clusters Score -6146323 nChanged 5816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14780 members 
Mstep: Class 2 contains 61101 members 
Entering Unmasked Estep 
Score: -6151778.000000 Penalty: 5573.513184
	Iteration 7F: 3 clusters Score -6151778 nChanged 4261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 64688 members 
Entering Unmasked Estep 
Score: -6155846.500000 Penalty: 5573.513184
	Iteration 8F: 3 clusters Score -6155846 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 66821 members 
Entering Unmasked Estep 
Score: -6157980.500000 Penalty: 5573.513184
	Iteration 9Q: 3 clusters Score -6157980 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 68063 members 
Entering Unmasked Estep 
Score: -6158933.000000 Penalty: 5573.513184
	Iteration 10Q: 3 clusters Score -6158933 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 68958 members 
Entering Unmasked Estep 
Score: -6159425.000000 Penalty: 5573.513184
	Iteration 11Q: 3 clusters Score -6159425 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 69681 members 
Entering Unmasked Estep 
Score: -6159764.500000 Penalty: 5573.513184
	Iteration 12Q: 3 clusters Score -6159764 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 70273 members 
Entering Unmasked Estep 
Score: -6159966.000000 Penalty: 5573.513184
	Iteration 13Q: 3 clusters Score -6159966 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 70768 members 
Entering Unmasked Estep 
Score: -6160175.000000 Penalty: 5573.513184
	Iteration 14Q: 3 clusters Score -6160175 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 71220 members 
Entering Unmasked Estep 
Score: -6160360.000000 Penalty: 5573.513184
	Iteration 15Q: 3 clusters Score -6160360 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 71612 members 
Entering Unmasked Estep 
Score: -6160507.000000 Penalty: 5573.513184
	Iteration 16Q: 3 clusters Score -6160507 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 71910 members 
Entering Unmasked Estep 
Score: -6160606.500000 Penalty: 5573.513184
	Iteration 17Q: 3 clusters Score -6160606 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 72185 members 
Entering Unmasked Estep 
Score: -6160650.000000 Penalty: 5573.513184
	Iteration 18Q: 3 clusters Score -6160650 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 72420 members 
Entering Unmasked Estep 
Score: -6160735.500000 Penalty: 5573.513184
	Iteration 19Q: 3 clusters Score -6160736 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 72615 members 
Entering Unmasked Estep 
Score: -6160793.500000 Penalty: 5573.513184
	Iteration 20F: 3 clusters Score -6160794 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 72781 members 
Entering Unmasked Estep 
Score: -6160837.500000 Penalty: 5573.513184
	Iteration 21Q: 3 clusters Score -6160838 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 72911 members 
Entering Unmasked Estep 
Score: -6160863.000000 Penalty: 5573.513184
	Iteration 22Q: 3 clusters Score -6160863 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 73035 members 
Entering Unmasked Estep 
Score: -6160873.500000 Penalty: 5573.513184
	Iteration 23Q: 3 clusters Score -6160874 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 73138 members 
Entering Unmasked Estep 
Score: -6160899.500000 Penalty: 5573.513184
	Iteration 24Q: 3 clusters Score -6160900 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 73223 members 
Entering Unmasked Estep 
Score: -6160913.000000 Penalty: 5573.513184
	Iteration 25Q: 3 clusters Score -6160913 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 73292 members 
Entering Unmasked Estep 
Score: -6160923.500000 Penalty: 5573.513184
	Iteration 26Q: 3 clusters Score -6160924 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 73356 members 
Entering Unmasked Estep 
Score: -6160946.000000 Penalty: 5573.513184
	Iteration 27Q: 3 clusters Score -6160946 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 73403 members 
Entering Unmasked Estep 
Score: -6160952.000000 Penalty: 5573.513184
	Iteration 28Q: 3 clusters Score -6160952 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 73444 members 
Entering Unmasked Estep 
Score: -6160975.500000 Penalty: 5573.513184
	Iteration 29Q: 3 clusters Score -6160976 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 73483 members 
Entering Unmasked Estep 
Score: -6160964.500000 Penalty: 5573.513184
	Iteration 30Q: 3 clusters Score -6160964 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 73515 members 
Entering Unmasked Estep 
Score: -6160984.000000 Penalty: 5573.513184
	Iteration 31Q: 3 clusters Score -6160984 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 73546 members 
Entering Unmasked Estep 
Score: -6160982.000000 Penalty: 5573.513184
	Iteration 32Q: 3 clusters Score -6160982 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 73586 members 
Entering Unmasked Estep 
Score: -6161000.500000 Penalty: 5573.513184
	Iteration 33Q: 3 clusters Score -6161000 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 73632 members 
Entering Unmasked Estep 
Score: -6161000.000000 Penalty: 5573.513184
	Iteration 34Q: 3 clusters Score -6161000 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 73666 members 
Entering Unmasked Estep 
Score: -6161008.500000 Penalty: 5573.513184
	Iteration 35Q: 3 clusters Score -6161008 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 73704 members 
Entering Unmasked Estep 
Score: -6161014.500000 Penalty: 5573.513184
	Iteration 36Q: 3 clusters Score -6161014 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 73745 members 
Entering Unmasked Estep 
Score: -6161015.000000 Penalty: 5573.513184
	Iteration 37Q: 3 clusters Score -6161015 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 73781 members 
Entering Unmasked Estep 
Score: -6161032.500000 Penalty: 5573.513184
	Iteration 38Q: 3 clusters Score -6161032 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 73821 members 
Entering Unmasked Estep 
Score: -6161032.500000 Penalty: 5573.513184
	Iteration 39Q: 3 clusters Score -6161032 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 73858 members 
Entering Unmasked Estep 
Score: -6161044.500000 Penalty: 5573.513184
	Iteration 40F: 3 clusters Score -6161044 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 73886 members 
Entering Unmasked Estep 
Score: -6161058.000000 Penalty: 5573.513184
	Iteration 41Q: 3 clusters Score -6161058 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 73905 members 
Entering Unmasked Estep 
Score: -6161062.500000 Penalty: 5573.513184
	Iteration 42Q: 3 clusters Score -6161062 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 73920 members 
Entering Unmasked Estep 
Score: -6161061.000000 Penalty: 5573.513184
	Iteration 43Q: 3 clusters Score -6161061 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 73931 members 
Entering Unmasked Estep 
Score: -6161064.500000 Penalty: 5573.513184
	Iteration 44Q: 3 clusters Score -6161064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 73938 members 
Entering Unmasked Estep 
Score: -6161072.000000 Penalty: 5573.513184
	Iteration 45Q: 3 clusters Score -6161072 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 73946 members 
Entering Unmasked Estep 
Score: -6161062.500000 Penalty: 5573.513184
	Iteration 46Q: 3 clusters Score -6161062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 73951 members 
Entering Unmasked Estep 
Score: -6161063.500000 Penalty: 5573.513184
	Iteration 47Q: 3 clusters Score -6161064 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 73958 members 
Entering Unmasked Estep 
Score: -6161066.500000 Penalty: 5573.513184
	Iteration 48Q: 3 clusters Score -6161066 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 73966 members 
Entering Unmasked Estep 
Score: -6161060.500000 Penalty: 5573.513184
	Iteration 49Q: 3 clusters Score -6161060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 73970 members 
Entering Unmasked Estep 
Score: -6161054.500000 Penalty: 5573.513184
	Iteration 50Q: 3 clusters Score -6161054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 73970 members 
Entering Unmasked Estep 
Score: -6161056.500000 Penalty: 5573.513184
	Iteration 51Q: 3 clusters Score -6161056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 73970 members 
Entering Unmasked Estep 
Score: -6161056.500000 Penalty: 5573.513184
	Iteration 52F: 3 clusters Score -6161056 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (63452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63452 members 
Entering Unmasked Estep 
Score: -5134186.000000 Penalty: 2742.393555
	Iteration 0F: 2 clusters Score -5134186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31692 members 
Mstep: Class 2 contains 31760 members 
Entering Unmasked Estep 
Score: -5091481.000000 Penalty: 5484.787109
	Iteration 0F: 3 clusters Score -5091481 nChanged 29611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31467 members 
Mstep: Class 2 contains 31985 members 
Entering Unmasked Estep 
Score: -5108214.500000 Penalty: 5484.787109
	Iteration 1F: 3 clusters Score -5108214 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31309 members 
Mstep: Class 2 contains 32143 members 
Entering Unmasked Estep 
Score: -5108917.000000 Penalty: 5484.787109
	Iteration 2Q: 3 clusters Score -5108917 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31185 members 
Mstep: Class 2 contains 32267 members 
Entering Unmasked Estep 
Score: -5109636.000000 Penalty: 5484.787109
	Iteration 3Q: 3 clusters Score -5109636 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31152 members 
Mstep: Class 2 contains 32300 members 
Entering Unmasked Estep 
Score: -5110409.000000 Penalty: 5484.787109
	Iteration 4Q: 3 clusters Score -5110409 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31124 members 
Mstep: Class 2 contains 32328 members 
Entering Unmasked Estep 
Score: -5111304.000000 Penalty: 5484.787109
	Iteration 5Q: 3 clusters Score -5111304 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31057 members 
Mstep: Class 2 contains 32395 members 
Entering Unmasked Estep 
Score: -5112334.500000 Penalty: 5484.787109
	Iteration 6Q: 3 clusters Score -5112334 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31030 members 
Mstep: Class 2 contains 32422 members 
Entering Unmasked Estep 
Score: -5113626.000000 Penalty: 5484.787109
	Iteration 7Q: 3 clusters Score -5113626 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30993 members 
Mstep: Class 2 contains 32459 members 
Entering Unmasked Estep 
Score: -5115302.500000 Penalty: 5484.787109
	Iteration 8Q: 3 clusters Score -5115302 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31042 members 
Mstep: Class 2 contains 32410 members 
Entering Unmasked Estep 
Score: -5117340.500000 Penalty: 5484.787109
	Iteration 9F: 3 clusters Score -5117340 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31184 members 
Mstep: Class 2 contains 32268 members 
Entering Unmasked Estep 
Score: -5119702.000000 Penalty: 5484.787109
	Iteration 10F: 3 clusters Score -5119702 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31348 members 
Mstep: Class 2 contains 32104 members 
Entering Unmasked Estep 
Score: -5121691.500000 Penalty: 5484.787109
	Iteration 11F: 3 clusters Score -5121692 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31613 members 
Mstep: Class 2 contains 31839 members 
Entering Unmasked Estep 
Score: -5122962.500000 Penalty: 5484.787109
	Iteration 12Q: 3 clusters Score -5122962 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31910 members 
Mstep: Class 2 contains 31542 members 
Entering Unmasked Estep 
Score: -5123531.000000 Penalty: 5484.787109
	Iteration 13Q: 3 clusters Score -5123531 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32130 members 
Mstep: Class 2 contains 31322 members 
Entering Unmasked Estep 
Score: -5123843.000000 Penalty: 5484.787109
	Iteration 14Q: 3 clusters Score -5123843 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32398 members 
Mstep: Class 2 contains 31054 members 
Entering Unmasked Estep 
Score: -5123999.000000 Penalty: 5484.787109
	Iteration 15Q: 3 clusters Score -5123999 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32657 members 
Mstep: Class 2 contains 30795 members 
Entering Unmasked Estep 
Score: -5124135.000000 Penalty: 5484.787109
	Iteration 16Q: 3 clusters Score -5124135 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32913 members 
Mstep: Class 2 contains 30539 members 
Entering Unmasked Estep 
Score: -5124240.000000 Penalty: 5484.787109
	Iteration 17Q: 3 clusters Score -5124240 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33191 members 
Mstep: Class 2 contains 30261 members 
Entering Unmasked Estep 
Score: -5124295.500000 Penalty: 5484.787109
	Iteration 18Q: 3 clusters Score -5124296 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33477 members 
Mstep: Class 2 contains 29975 members 
Entering Unmasked Estep 
Score: -5124389.000000 Penalty: 5484.787109
	Iteration 19Q: 3 clusters Score -5124389 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33787 members 
Mstep: Class 2 contains 29665 members 
Entering Unmasked Estep 
Score: -5124526.500000 Penalty: 5484.787109
	Iteration 20F: 3 clusters Score -5124526 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34100 members 
Mstep: Class 2 contains 29352 members 
Entering Unmasked Estep 
Score: -5124609.000000 Penalty: 5484.787109
	Iteration 21Q: 3 clusters Score -5124609 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34425 members 
Mstep: Class 2 contains 29027 members 
Entering Unmasked Estep 
Score: -5124708.500000 Penalty: 5484.787109
	Iteration 22Q: 3 clusters Score -5124708 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34775 members 
Mstep: Class 2 contains 28677 members 
Entering Unmasked Estep 
Score: -5124804.500000 Penalty: 5484.787109
	Iteration 23Q: 3 clusters Score -5124804 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35120 members 
Mstep: Class 2 contains 28332 members 
Entering Unmasked Estep 
Score: -5124904.000000 Penalty: 5484.787109
	Iteration 24Q: 3 clusters Score -5124904 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35445 members 
Mstep: Class 2 contains 28007 members 
Entering Unmasked Estep 
Score: -5124983.500000 Penalty: 5484.787109
	Iteration 25Q: 3 clusters Score -5124984 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35803 members 
Mstep: Class 2 contains 27649 members 
Entering Unmasked Estep 
Score: -5125035.000000 Penalty: 5484.787109
	Iteration 26Q: 3 clusters Score -5125035 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36134 members 
Mstep: Class 2 contains 27318 members 
Entering Unmasked Estep 
Score: -5125105.500000 Penalty: 5484.787109
	Iteration 27Q: 3 clusters Score -5125106 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36473 members 
Mstep: Class 2 contains 26979 members 
Entering Unmasked Estep 
Score: -5125192.500000 Penalty: 5484.787109
	Iteration 28Q: 3 clusters Score -5125192 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36784 members 
Mstep: Class 2 contains 26668 members 
Entering Unmasked Estep 
Score: -5125237.000000 Penalty: 5484.787109
	Iteration 29Q: 3 clusters Score -5125237 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37112 members 
Mstep: Class 2 contains 26340 members 
Entering Unmasked Estep 
Score: -5125293.500000 Penalty: 5484.787109
	Iteration 30Q: 3 clusters Score -5125294 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37451 members 
Mstep: Class 2 contains 26001 members 
Entering Unmasked Estep 
Score: -5125356.000000 Penalty: 5484.787109
	Iteration 31Q: 3 clusters Score -5125356 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37775 members 
Mstep: Class 2 contains 25677 members 
Entering Unmasked Estep 
Score: -5125379.500000 Penalty: 5484.787109
	Iteration 32Q: 3 clusters Score -5125380 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38076 members 
Mstep: Class 2 contains 25376 members 
Entering Unmasked Estep 
Score: -5125395.000000 Penalty: 5484.787109
	Iteration 33Q: 3 clusters Score -5125395 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38380 members 
Mstep: Class 2 contains 25072 members 
Entering Unmasked Estep 
Score: -5125465.000000 Penalty: 5484.787109
	Iteration 34Q: 3 clusters Score -5125465 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38679 members 
Mstep: Class 2 contains 24773 members 
Entering Unmasked Estep 
Score: -5125491.500000 Penalty: 5484.787109
	Iteration 35Q: 3 clusters Score -5125492 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38958 members 
Mstep: Class 2 contains 24494 members 
Entering Unmasked Estep 
Score: -5125566.500000 Penalty: 5484.787109
	Iteration 36Q: 3 clusters Score -5125566 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39256 members 
Mstep: Class 2 contains 24196 members 
Entering Unmasked Estep 
Score: -5125594.000000 Penalty: 5484.787109
	Iteration 37Q: 3 clusters Score -5125594 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39528 members 
Mstep: Class 2 contains 23924 members 
Entering Unmasked Estep 
Score: -5125622.500000 Penalty: 5484.787109
	Iteration 38Q: 3 clusters Score -5125622 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39797 members 
Mstep: Class 2 contains 23655 members 
Entering Unmasked Estep 
Score: -5125650.500000 Penalty: 5484.787109
	Iteration 39Q: 3 clusters Score -5125650 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40054 members 
Mstep: Class 2 contains 23398 members 
Entering Unmasked Estep 
Score: -5125672.500000 Penalty: 5484.787109
	Iteration 40F: 3 clusters Score -5125672 nChanged 278
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40332 members 
Mstep: Class 2 contains 23120 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5125696 nChanged 299
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40629 members 
Mstep: Class 2 contains 22823 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5125730 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40919 members 
Mstep: Class 2 contains 22533 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5125758 nChanged 283
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41202 members 
Mstep: Class 2 contains 22250 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5125777 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41483 members 
Mstep: Class 2 contains 21969 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5125787 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41781 members 
Mstep: Class 2 contains 21671 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5125837 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42069 members 
Mstep: Class 2 contains 21383 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5125856 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42375 members 
Mstep: Class 2 contains 21077 members 
Entering Unmasked Estep 
Score: -5125919.000000 Penalty: 5484.787109
	Iteration 48Q: 3 clusters Score -5125919 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42692 members 
Mstep: Class 2 contains 20760 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5125984 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43033 members 
Mstep: Class 2 contains 20419 members 
Entering Unmasked Estep 
Score: -5126010.500000 Penalty: 5484.787109
	Iteration 50Q: 3 clusters Score -5126010 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43377 members 
Mstep: Class 2 contains 20075 members 
Entering Unmasked Estep 
Score: -5126057.500000 Penalty: 5484.787109
	Iteration 51Q: 3 clusters Score -5126058 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43733 members 
Mstep: Class 2 contains 19719 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5126094 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44094 members 
Mstep: Class 2 contains 19358 members 
Entering Unmasked Estep 
Score: -5126137.000000 Penalty: 5484.787109
	Iteration 53Q: 3 clusters Score -5126137 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44469 members 
Mstep: Class 2 contains 18983 members 
Entering Unmasked Estep 
Score: -5126206.500000 Penalty: 5484.787109
	Iteration 54Q: 3 clusters Score -5126206 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44877 members 
Mstep: Class 2 contains 18575 members 
Entering Unmasked Estep 
Score: -5126242.500000 Penalty: 5484.787109
	Iteration 55Q: 3 clusters Score -5126242 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45296 members 
Mstep: Class 2 contains 18156 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5126298 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45702 members 
Mstep: Class 2 contains 17750 members 
Entering Unmasked Estep 
Score: -5126382.000000 Penalty: 5484.787109
	Iteration 57Q: 3 clusters Score -5126382 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46153 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -5126467.500000 Penalty: 5484.787109
	Iteration 58Q: 3 clusters Score -5126468 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46640 members 
Mstep: Class 2 contains 16812 members 
Entering Unmasked Estep 
Score: -5126539.500000 Penalty: 5484.787109
	Iteration 59Q: 3 clusters Score -5126540 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47111 members 
Mstep: Class 2 contains 16341 members 
Entering Unmasked Estep 
Score: -5126639.500000 Penalty: 5484.787109
	Iteration 60F: 3 clusters Score -5126640 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47596 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -5126730.500000 Penalty: 5484.787109
	Iteration 61Q: 3 clusters Score -5126730 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48131 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5126830 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48684 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -5126932.000000 Penalty: 5484.787109
	Iteration 63Q: 3 clusters Score -5126932 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49263 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -5127047.000000 Penalty: 5484.787109
	Iteration 64Q: 3 clusters Score -5127047 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49829 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5127202 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50419 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5127337 nChanged 589
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51006 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5127470 nChanged 559
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51563 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5127634 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52146 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5127774 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52760 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5127932 nChanged 647
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53407 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5128098 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54080 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -5128315.500000 Penalty: 5484.787109
	Iteration 72Q: 3 clusters Score -5128316 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54750 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -5128518.500000 Penalty: 5484.787109
	Iteration 73Q: 3 clusters Score -5128518 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55434 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -5128761.500000 Penalty: 5484.787109
	Iteration 74Q: 3 clusters Score -5128762 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56093 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5128974 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56747 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5129236 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57393 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -5129489.000000 Penalty: 5484.787109
	Iteration 77Q: 3 clusters Score -5129489 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58029 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -5129731.000000 Penalty: 5484.787109
	Iteration 78Q: 3 clusters Score -5129731 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58646 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -5130013.000000 Penalty: 5484.787109
	Iteration 79Q: 3 clusters Score -5130013 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59222 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -5130285.500000 Penalty: 5484.787109
	Iteration 80F: 3 clusters Score -5130286 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59767 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5130548 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60218 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -5130759.000000 Penalty: 5484.787109
	Iteration 82Q: 3 clusters Score -5130759 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60601 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5130957 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60908 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -5131077.000000 Penalty: 5484.787109
	Iteration 84Q: 3 clusters Score -5131077 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61182 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -5131187.500000 Penalty: 5484.787109
	Iteration 85Q: 3 clusters Score -5131188 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61417 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -5131295.500000 Penalty: 5484.787109
	Iteration 86Q: 3 clusters Score -5131296 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61601 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -5131373.000000 Penalty: 5484.787109
	Iteration 87Q: 3 clusters Score -5131373 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61761 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -5131446.000000 Penalty: 5484.787109
	Iteration 88Q: 3 clusters Score -5131446 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61884 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -5131489.500000 Penalty: 5484.787109
	Iteration 89Q: 3 clusters Score -5131490 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61990 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -5131530.000000 Penalty: 5484.787109
	Iteration 90Q: 3 clusters Score -5131530 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62086 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -5131570.500000 Penalty: 5484.787109
	Iteration 91Q: 3 clusters Score -5131570 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62183 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -5131619.500000 Penalty: 5484.787109
	Iteration 92Q: 3 clusters Score -5131620 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62262 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -5131660.500000 Penalty: 5484.787109
	Iteration 93Q: 3 clusters Score -5131660 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62331 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -5131715.000000 Penalty: 5484.787109
	Iteration 94Q: 3 clusters Score -5131715 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62389 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -5131737.000000 Penalty: 5484.787109
	Iteration 95Q: 3 clusters Score -5131737 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62434 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -5131766.500000 Penalty: 5484.787109
	Iteration 96Q: 3 clusters Score -5131766 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62473 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -5131799.000000 Penalty: 5484.787109
	Iteration 97Q: 3 clusters Score -5131799 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62508 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -5131813.500000 Penalty: 5484.787109
	Iteration 98Q: 3 clusters Score -5131814 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62525 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -5131825.500000 Penalty: 5484.787109
	Iteration 99Q: 3 clusters Score -5131826 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62540 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -5131831.000000 Penalty: 5484.787109
	Iteration 100F: 3 clusters Score -5131831 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62555 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -5131827.500000 Penalty: 5484.787109
	Iteration 101Q: 3 clusters Score -5131828 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62575 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -5131836.500000 Penalty: 5484.787109
	Iteration 102Q: 3 clusters Score -5131836 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62585 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -5131837.500000 Penalty: 5484.787109
	Iteration 103Q: 3 clusters Score -5131838 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62591 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -5131844.000000 Penalty: 5484.787109
	Iteration 104Q: 3 clusters Score -5131844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62593 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -5131850.000000 Penalty: 5484.787109
	Iteration 105Q: 3 clusters Score -5131850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62596 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -5131854.000000 Penalty: 5484.787109
	Iteration 106Q: 3 clusters Score -5131854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62601 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -5131846.500000 Penalty: 5484.787109
	Iteration 107Q: 3 clusters Score -5131846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62606 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -5131849.000000 Penalty: 5484.787109
	Iteration 108Q: 3 clusters Score -5131849 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62611 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -5131852.500000 Penalty: 5484.787109
	Iteration 109Q: 3 clusters Score -5131852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62617 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -5131872.000000 Penalty: 5484.787109
	Iteration 110Q: 3 clusters Score -5131872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62621 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -5131867.500000 Penalty: 5484.787109
	Iteration 111Q: 3 clusters Score -5131868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62624 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -5131869.000000 Penalty: 5484.787109
	Iteration 112Q: 3 clusters Score -5131869 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62631 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -5131873.500000 Penalty: 5484.787109
	Iteration 113Q: 3 clusters Score -5131874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62633 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -5131876.500000 Penalty: 5484.787109
	Iteration 114Q: 3 clusters Score -5131876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62636 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -5131877.500000 Penalty: 5484.787109
	Iteration 115Q: 3 clusters Score -5131878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62638 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -5131879.500000 Penalty: 5484.787109
	Iteration 116Q: 3 clusters Score -5131880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62642 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -5131876.500000 Penalty: 5484.787109
	Iteration 117Q: 3 clusters Score -5131876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62645 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -5131873.000000 Penalty: 5484.787109
	Iteration 118Q: 3 clusters Score -5131873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62646 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -5131876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62646 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -5131876.000000 Penalty: 5484.787109
	Iteration 120F: 3 clusters Score -5131876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6291 members 
Entering Unmasked Estep 
Score: -462782.593750 Penalty: 2169.225098
	Iteration 0F: 2 clusters Score -462782.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -457486.281250 Penalty: 4338.450195
	Iteration 0F: 3 clusters Score -457486.3 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -458949.312500 Penalty: 4338.450195
	Iteration 1F: 3 clusters Score -458949.3 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -459429.187500 Penalty: 4338.450195
	Iteration 2F: 3 clusters Score -459429.2 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -459799.187500 Penalty: 4338.450195
	Iteration 3F: 3 clusters Score -459799.2 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -460089.500000 Penalty: 4338.450195
	Iteration 4F: 3 clusters Score -460089.5 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -460405.718750 Penalty: 4338.450195
	Iteration 5F: 3 clusters Score -460405.7 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -460780.156250 Penalty: 4338.450195
	Iteration 6F: 3 clusters Score -460780.2 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -461141.406250 Penalty: 4338.450195
	Iteration 7F: 3 clusters Score -461141.4 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -461434.562500 Penalty: 4338.450195
	Iteration 8F: 3 clusters Score -461434.6 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -461648.000000 Penalty: 4338.450195
	Iteration 9Q: 3 clusters Score -461648 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -461795.843750 Penalty: 4338.450195
	Iteration 10Q: 3 clusters Score -461795.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -461907.875000 Penalty: 4338.450195
	Iteration 11Q: 3 clusters Score -461907.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -461984.093750 Penalty: 4338.450195
	Iteration 12Q: 3 clusters Score -461984.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -462037.937500 Penalty: 4338.450195
	Iteration 13Q: 3 clusters Score -462037.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -462075.750000 Penalty: 4338.450195
	Iteration 14Q: 3 clusters Score -462075.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -462103.250000 Penalty: 4338.450195
	Iteration 15Q: 3 clusters Score -462103.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -462123.281250 Penalty: 4338.450195
	Iteration 16Q: 3 clusters Score -462123.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -462134.781250 Penalty: 4338.450195
	Iteration 17Q: 3 clusters Score -462134.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -462149.125000 Penalty: 4338.450195
	Iteration 18Q: 3 clusters Score -462149.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -462158.781250 Penalty: 4338.450195
	Iteration 19Q: 3 clusters Score -462158.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -462169.156250 Penalty: 4338.450195
	Iteration 20F: 3 clusters Score -462169.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -462174.906250 Penalty: 4338.450195
	Iteration 21Q: 3 clusters Score -462174.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -462177.343750 Penalty: 4338.450195
	Iteration 22Q: 3 clusters Score -462177.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -462179.343750 Penalty: 4338.450195
	Iteration 23Q: 3 clusters Score -462179.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -462182.718750 Penalty: 4338.450195
	Iteration 24Q: 3 clusters Score -462182.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -462186.656250 Penalty: 4338.450195
	Iteration 25Q: 3 clusters Score -462186.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -462189.468750 Penalty: 4338.450195
	Iteration 26Q: 3 clusters Score -462189.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -462189.875000 Penalty: 4338.450195
	Iteration 27Q: 3 clusters Score -462189.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -462191.218750 Penalty: 4338.450195
	Iteration 28Q: 3 clusters Score -462191.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -462192.375000 Penalty: 4338.450195
	Iteration 29Q: 3 clusters Score -462192.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -462192.468750 Penalty: 4338.450195
	Iteration 30Q: 3 clusters Score -462192.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -462193.406250 Penalty: 4338.450195
	Iteration 31Q: 3 clusters Score -462193.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -462193.250000 Penalty: 4338.450195
	Iteration 32Q: 3 clusters Score -462193.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -462194.000000 Penalty: 4338.450195
	Iteration 33Q: 3 clusters Score -462194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -462194.000000 Penalty: 4338.450195
	Iteration 34F: 3 clusters Score -462194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (59958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59958 members 
Entering Unmasked Estep 
Score: -4663908.000000 Penalty: 2728.347168
	Iteration 0F: 2 clusters Score -4663908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29817 members 
Mstep: Class 2 contains 30141 members 
Entering Unmasked Estep 
Score: -4623759.000000 Penalty: 5456.694336
	Iteration 0F: 3 clusters Score -4623759 nChanged 27870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28905 members 
Mstep: Class 2 contains 31053 members 
Entering Unmasked Estep 
Score: -4639251.000000 Penalty: 5456.694336
	Iteration 1F: 3 clusters Score -4639251 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28309 members 
Mstep: Class 2 contains 31649 members 
Entering Unmasked Estep 
Score: -4639964.500000 Penalty: 5456.694336
	Iteration 2Q: 3 clusters Score -4639964 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27439 members 
Mstep: Class 2 contains 32519 members 
Entering Unmasked Estep 
Score: -4640847.500000 Penalty: 5456.694336
	Iteration 3Q: 3 clusters Score -4640848 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26179 members 
Mstep: Class 2 contains 33779 members 
Entering Unmasked Estep 
Score: -4641885.500000 Penalty: 5456.694336
	Iteration 4Q: 3 clusters Score -4641886 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24460 members 
Mstep: Class 2 contains 35498 members 
Entering Unmasked Estep 
Score: -4643272.000000 Penalty: 5456.694336
	Iteration 5Q: 3 clusters Score -4643272 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22098 members 
Mstep: Class 2 contains 37860 members 
Entering Unmasked Estep 
Score: -4645142.000000 Penalty: 5456.694336
	Iteration 6F: 3 clusters Score -4645142 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19139 members 
Mstep: Class 2 contains 40819 members 
Entering Unmasked Estep 
Score: -4647562.000000 Penalty: 5456.694336
	Iteration 7F: 3 clusters Score -4647562 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 44314 members 
Entering Unmasked Estep 
Score: -4650407.000000 Penalty: 5456.694336
	Iteration 8F: 3 clusters Score -4650407 nChanged 3804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 47906 members 
Entering Unmasked Estep 
Score: -4653357.500000 Penalty: 5456.694336
	Iteration 9F: 3 clusters Score -4653358 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 51182 members 
Entering Unmasked Estep 
Score: -4656123.000000 Penalty: 5456.694336
	Iteration 10F: 3 clusters Score -4656123 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 53829 members 
Entering Unmasked Estep 
Score: -4658336.500000 Penalty: 5456.694336
	Iteration 11Q: 3 clusters Score -4658336 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 55673 members 
Entering Unmasked Estep 
Score: -4659941.000000 Penalty: 5456.694336
	Iteration 12Q: 3 clusters Score -4659941 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 56733 members 
Entering Unmasked Estep 
Score: -4661036.000000 Penalty: 5456.694336
	Iteration 13Q: 3 clusters Score -4661036 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 57287 members 
Entering Unmasked Estep 
Score: -4661887.500000 Penalty: 5456.694336
	Iteration 14Q: 3 clusters Score -4661888 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 57465 members 
Entering Unmasked Estep 
Score: -4662440.500000 Penalty: 5456.694336
	Iteration 15Q: 3 clusters Score -4662440 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 57485 members 
Entering Unmasked Estep 
Score: -4662827.500000 Penalty: 5456.694336
	Iteration 16Q: 3 clusters Score -4662828 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 57435 members 
Entering Unmasked Estep 
Score: -4663078.000000 Penalty: 5456.694336
	Iteration 17Q: 3 clusters Score -4663078 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 57368 members 
Entering Unmasked Estep 
Score: -4663191.500000 Penalty: 5456.694336
	Iteration 18Q: 3 clusters Score -4663192 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 57279 members 
Entering Unmasked Estep 
Score: -4663266.500000 Penalty: 5456.694336
	Iteration 19Q: 3 clusters Score -4663266 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 57179 members 
Entering Unmasked Estep 
Score: -4663351.000000 Penalty: 5456.694336
	Iteration 20F: 3 clusters Score -4663351 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 57058 members 
Entering Unmasked Estep 
Score: -4663409.500000 Penalty: 5456.694336
	Iteration 21Q: 3 clusters Score -4663410 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 56930 members 
Entering Unmasked Estep 
Score: -4663466.000000 Penalty: 5456.694336
	Iteration 22Q: 3 clusters Score -4663466 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 56817 members 
Entering Unmasked Estep 
Score: -4663502.000000 Penalty: 5456.694336
	Iteration 23Q: 3 clusters Score -4663502 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 56695 members 
Entering Unmasked Estep 
Score: -4663558.000000 Penalty: 5456.694336
	Iteration 24Q: 3 clusters Score -4663558 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 56582 members 
Entering Unmasked Estep 
Score: -4663606.000000 Penalty: 5456.694336
	Iteration 25Q: 3 clusters Score -4663606 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 56481 members 
Entering Unmasked Estep 
Score: -4663616.500000 Penalty: 5456.694336
	Iteration 26Q: 3 clusters Score -4663616 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 56370 members 
Entering Unmasked Estep 
Score: -4663641.500000 Penalty: 5456.694336
	Iteration 27Q: 3 clusters Score -4663642 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 56250 members 
Entering Unmasked Estep 
Score: -4663665.000000 Penalty: 5456.694336
	Iteration 28Q: 3 clusters Score -4663665 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 56136 members 
Entering Unmasked Estep 
Score: -4663701.500000 Penalty: 5456.694336
	Iteration 29Q: 3 clusters Score -4663702 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 56025 members 
Entering Unmasked Estep 
Score: -4663741.000000 Penalty: 5456.694336
	Iteration 30Q: 3 clusters Score -4663741 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 55911 members 
Entering Unmasked Estep 
Score: -4663756.000000 Penalty: 5456.694336
	Iteration 31Q: 3 clusters Score -4663756 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 55796 members 
Entering Unmasked Estep 
Score: -4663791.500000 Penalty: 5456.694336
	Iteration 32Q: 3 clusters Score -4663792 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 55673 members 
Entering Unmasked Estep 
Score: -4663830.000000 Penalty: 5456.694336
	Iteration 33Q: 3 clusters Score -4663830 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 55550 members 
Entering Unmasked Estep 
Score: -4663848.500000 Penalty: 5456.694336
	Iteration 34Q: 3 clusters Score -4663848 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 55409 members 
Entering Unmasked Estep 
Score: -4663906.500000 Penalty: 5456.694336
	Iteration 35Q: 3 clusters Score -4663906 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 55259 members 
Entering Unmasked Estep 
Score: -4663943.000000 Penalty: 5456.694336
	Iteration 36Q: 3 clusters Score -4663943 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 55106 members 
Entering Unmasked Estep 
Score: -4663977.000000 Penalty: 5456.694336
	Iteration 37Q: 3 clusters Score -4663977 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 54960 members 
Entering Unmasked Estep 
Score: -4664000.500000 Penalty: 5456.694336
	Iteration 38Q: 3 clusters Score -4664000 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 54849 members 
Entering Unmasked Estep 
Score: -4664015.000000 Penalty: 5456.694336
	Iteration 39Q: 3 clusters Score -4664015 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 54743 members 
Entering Unmasked Estep 
Score: -4664056.000000 Penalty: 5456.694336
	Iteration 40F: 3 clusters Score -4664056 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 54616 members 
Entering Unmasked Estep 
Score: -4664086.000000 Penalty: 5456.694336
	Iteration 41Q: 3 clusters Score -4664086 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 54485 members 
Entering Unmasked Estep 
Score: -4664111.000000 Penalty: 5456.694336
	Iteration 42Q: 3 clusters Score -4664111 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 54352 members 
Entering Unmasked Estep 
Score: -4664128.500000 Penalty: 5456.694336
	Iteration 43Q: 3 clusters Score -4664128 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 54225 members 
Entering Unmasked Estep 
Score: -4664152.500000 Penalty: 5456.694336
	Iteration 44Q: 3 clusters Score -4664152 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 54113 members 
Entering Unmasked Estep 
Score: -4664169.000000 Penalty: 5456.694336
	Iteration 45Q: 3 clusters Score -4664169 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 54010 members 
Entering Unmasked Estep 
Score: -4664191.500000 Penalty: 5456.694336
	Iteration 46Q: 3 clusters Score -4664192 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 53917 members 
Entering Unmasked Estep 
Score: -4664204.000000 Penalty: 5456.694336
	Iteration 47Q: 3 clusters Score -4664204 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 53814 members 
Entering Unmasked Estep 
Score: -4664225.500000 Penalty: 5456.694336
	Iteration 48Q: 3 clusters Score -4664226 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 53707 members 
Entering Unmasked Estep 
Score: -4664242.500000 Penalty: 5456.694336
	Iteration 49Q: 3 clusters Score -4664242 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 53608 members 
Entering Unmasked Estep 
Score: -4664233.000000 Penalty: 5456.694336
	Iteration 50Q: 3 clusters Score -4664233 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 53497 members 
Entering Unmasked Estep 
Score: -4664248.000000 Penalty: 5456.694336
	Iteration 51Q: 3 clusters Score -4664248 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 53405 members 
Entering Unmasked Estep 
Score: -4664251.500000 Penalty: 5456.694336
	Iteration 52Q: 3 clusters Score -4664252 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 53312 members 
Entering Unmasked Estep 
Score: -4664280.000000 Penalty: 5456.694336
	Iteration 53Q: 3 clusters Score -4664280 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 53208 members 
Entering Unmasked Estep 
Score: -4664305.000000 Penalty: 5456.694336
	Iteration 54Q: 3 clusters Score -4664305 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 53105 members 
Entering Unmasked Estep 
Score: -4664316.000000 Penalty: 5456.694336
	Iteration 55Q: 3 clusters Score -4664316 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 53027 members 
Entering Unmasked Estep 
Score: -4664325.000000 Penalty: 5456.694336
	Iteration 56Q: 3 clusters Score -4664325 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 52951 members 
Entering Unmasked Estep 
Score: -4664330.000000 Penalty: 5456.694336
	Iteration 57Q: 3 clusters Score -4664330 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 52876 members 
Entering Unmasked Estep 
Score: -4664347.500000 Penalty: 5456.694336
	Iteration 58Q: 3 clusters Score -4664348 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 52790 members 
Entering Unmasked Estep 
Score: -4664345.000000 Penalty: 5456.694336
	Iteration 59Q: 3 clusters Score -4664345 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 52706 members 
Entering Unmasked Estep 
Score: -4664355.000000 Penalty: 5456.694336
	Iteration 60F: 3 clusters Score -4664355 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 52632 members 
Entering Unmasked Estep 
Score: -4664379.000000 Penalty: 5456.694336
	Iteration 61Q: 3 clusters Score -4664379 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 52555 members 
Entering Unmasked Estep 
Score: -4664396.500000 Penalty: 5456.694336
	Iteration 62Q: 3 clusters Score -4664396 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 52489 members 
Entering Unmasked Estep 
Score: -4664417.500000 Penalty: 5456.694336
	Iteration 63Q: 3 clusters Score -4664418 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 52421 members 
Entering Unmasked Estep 
Score: -4664419.500000 Penalty: 5456.694336
	Iteration 64Q: 3 clusters Score -4664420 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 52368 members 
Entering Unmasked Estep 
Score: -4664439.000000 Penalty: 5456.694336
	Iteration 65Q: 3 clusters Score -4664439 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 52318 members 
Entering Unmasked Estep 
Score: -4664428.000000 Penalty: 5456.694336
	Iteration 66Q: 3 clusters Score -4664428 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 52274 members 
Entering Unmasked Estep 
Score: -4664438.000000 Penalty: 5456.694336
	Iteration 67Q: 3 clusters Score -4664438 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 52242 members 
Entering Unmasked Estep 
Score: -4664435.000000 Penalty: 5456.694336
	Iteration 68Q: 3 clusters Score -4664435 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 52216 members 
Entering Unmasked Estep 
Score: -4664426.500000 Penalty: 5456.694336
	Iteration 69Q: 3 clusters Score -4664426 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 52193 members 
Entering Unmasked Estep 
Score: -4664436.500000 Penalty: 5456.694336
	Iteration 70Q: 3 clusters Score -4664436 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 52169 members 
Entering Unmasked Estep 
Score: -4664441.500000 Penalty: 5456.694336
	Iteration 71Q: 3 clusters Score -4664442 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 52144 members 
Entering Unmasked Estep 
Score: -4664440.500000 Penalty: 5456.694336
	Iteration 72Q: 3 clusters Score -4664440 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 52118 members 
Entering Unmasked Estep 
Score: -4664444.000000 Penalty: 5456.694336
	Iteration 73Q: 3 clusters Score -4664444 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 52089 members 
Entering Unmasked Estep 
Score: -4664442.000000 Penalty: 5456.694336
	Iteration 74Q: 3 clusters Score -4664442 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 52059 members 
Entering Unmasked Estep 
Score: -4664444.500000 Penalty: 5456.694336
	Iteration 75Q: 3 clusters Score -4664444 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 52030 members 
Entering Unmasked Estep 
Score: -4664452.500000 Penalty: 5456.694336
	Iteration 76Q: 3 clusters Score -4664452 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 52002 members 
Entering Unmasked Estep 
Score: -4664446.000000 Penalty: 5456.694336
	Iteration 77Q: 3 clusters Score -4664446 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 51972 members 
Entering Unmasked Estep 
Score: -4664455.000000 Penalty: 5456.694336
	Iteration 78Q: 3 clusters Score -4664455 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 51943 members 
Entering Unmasked Estep 
Score: -4664451.500000 Penalty: 5456.694336
	Iteration 79Q: 3 clusters Score -4664452 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 51915 members 
Entering Unmasked Estep 
Score: -4664454.000000 Penalty: 5456.694336
	Iteration 80F: 3 clusters Score -4664454 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 51890 members 
Entering Unmasked Estep 
Score: -4664467.000000 Penalty: 5456.694336
	Iteration 81Q: 3 clusters Score -4664467 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 51865 members 
Entering Unmasked Estep 
Score: -4664457.000000 Penalty: 5456.694336
	Iteration 82Q: 3 clusters Score -4664457 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 51839 members 
Entering Unmasked Estep 
Score: -4664461.000000 Penalty: 5456.694336
	Iteration 83Q: 3 clusters Score -4664461 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 51814 members 
Entering Unmasked Estep 
Score: -4664460.500000 Penalty: 5456.694336
	Iteration 84Q: 3 clusters Score -4664460 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 51791 members 
Entering Unmasked Estep 
Score: -4664461.000000 Penalty: 5456.694336
	Iteration 85Q: 3 clusters Score -4664461 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 51766 members 
Entering Unmasked Estep 
Score: -4664466.500000 Penalty: 5456.694336
	Iteration 86Q: 3 clusters Score -4664466 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 51737 members 
Entering Unmasked Estep 
Score: -4664459.000000 Penalty: 5456.694336
	Iteration 87Q: 3 clusters Score -4664459 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 51709 members 
Entering Unmasked Estep 
Score: -4664461.500000 Penalty: 5456.694336
	Iteration 88Q: 3 clusters Score -4664462 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 51680 members 
Entering Unmasked Estep 
Score: -4664460.500000 Penalty: 5456.694336
	Iteration 89Q: 3 clusters Score -4664460 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 51658 members 
Entering Unmasked Estep 
Score: -4664463.000000 Penalty: 5456.694336
	Iteration 90Q: 3 clusters Score -4664463 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 51638 members 
Entering Unmasked Estep 
Score: -4664454.500000 Penalty: 5456.694336
	Iteration 91Q: 3 clusters Score -4664454 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 51623 members 
Entering Unmasked Estep 
Score: -4664450.500000 Penalty: 5456.694336
	Iteration 92Q: 3 clusters Score -4664450 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 51606 members 
Entering Unmasked Estep 
Score: -4664456.000000 Penalty: 5456.694336
	Iteration 93Q: 3 clusters Score -4664456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 51598 members 
Entering Unmasked Estep 
Score: -4664461.000000 Penalty: 5456.694336
	Iteration 94Q: 3 clusters Score -4664461 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 51594 members 
Entering Unmasked Estep 
Score: -4664464.000000 Penalty: 5456.694336
	Iteration 95Q: 3 clusters Score -4664464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 51591 members 
Entering Unmasked Estep 
Score: -4664462.500000 Penalty: 5456.694336
	Iteration 96Q: 3 clusters Score -4664462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 51589 members 
Entering Unmasked Estep 
Score: -4664465.000000 Penalty: 5456.694336
	Iteration 97Q: 3 clusters Score -4664465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 51588 members 
Entering Unmasked Estep 
Score: -4664468.000000 Penalty: 5456.694336
	Iteration 98Q: 3 clusters Score -4664468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 51586 members 
Entering Unmasked Estep 
Score: -4664464.000000 Penalty: 5456.694336
	Iteration 99Q: 3 clusters Score -4664464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 51585 members 
Entering Unmasked Estep 
Score: -4664464.000000 Penalty: 5456.694336
	Iteration 100F: 3 clusters Score -4664464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74849 members 
Mstep: Class 2 contains 24260 members 
Mstep: Class 3 contains 3403 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 94559 members 
Mstep: Class 6 contains 154015 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8378 members 
Mstep: Class 9 contains 75881 members 
Mstep: Class 10 contains 63452 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 8373 members 
Mstep: Class 13 contains 5802 members 
Mstep: Class 14 contains 21472 members 
Mstep: Class 15 contains 17028 members 
Mstep: Class 16 contains 13987 members 
Mstep: Class 17 contains 37846 members 
Mstep: Class 18 contains 2937 members 
Mstep: Class 19 contains 5647 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9827 members 
Mstep: Class 22 contains 9999 members 
Mstep: Class 23 contains 28667 members 
Mstep: Class 24 contains 528213 members 
Mstep: Class 25 contains 60600 members 
Mstep: Class 26 contains 6830 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69757 members 
Mstep: Class 29 contains 5903 members 
Mstep: Class 30 contains 16577 members 
Mstep: Class 31 contains 3325 members 
Mstep: Class 32 contains 23435 members 
Mstep: Class 33 contains 2734 members 
Mstep: Class 34 contains 51585 members 
Entering Unmasked Estep 
Score: -111984208.000000 Penalty: 119701.210938
Splitting cluster 12 changes total score from -111984328.000000 to -111984208.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (5802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Entering Unmasked Estep 
Score: -456221.031250 Penalty: 2149.157715
	Iteration 0F: 2 clusters Score -456221 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -451182.593750 Penalty: 4298.315430
	Iteration 0F: 3 clusters Score -451182.6 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -452505.000000 Penalty: 4298.315430
	Iteration 1F: 3 clusters Score -452505 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -452802.937500 Penalty: 4298.315430
	Iteration 2F: 3 clusters Score -452802.9 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -453011.718750 Penalty: 4298.315430
	Iteration 3F: 3 clusters Score -453011.7 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -453160.250000 Penalty: 4298.315430
	Iteration 4Q: 3 clusters Score -453160.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -453274.687500 Penalty: 4298.315430
	Iteration 5Q: 3 clusters Score -453274.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -453363.250000 Penalty: 4298.315430
	Iteration 6Q: 3 clusters Score -453363.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -453451.843750 Penalty: 4298.315430
	Iteration 7Q: 3 clusters Score -453451.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -453546.593750 Penalty: 4298.315430
	Iteration 8Q: 3 clusters Score -453546.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -453639.406250 Penalty: 4298.315430
	Iteration 9Q: 3 clusters Score -453639.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -453745.343750 Penalty: 4298.315430
	Iteration 10Q: 3 clusters Score -453745.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -453844.906250 Penalty: 4298.315430
	Iteration 11Q: 3 clusters Score -453844.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -453946.875000 Penalty: 4298.315430
	Iteration 12Q: 3 clusters Score -453946.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -454046.218750 Penalty: 4298.315430
	Iteration 13Q: 3 clusters Score -454046.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -454141.812500 Penalty: 4298.315430
	Iteration 14Q: 3 clusters Score -454141.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -454239.156250 Penalty: 4298.315430
	Iteration 15Q: 3 clusters Score -454239.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -454338.937500 Penalty: 4298.315430
	Iteration 16Q: 3 clusters Score -454338.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -454416.968750 Penalty: 4298.315430
	Iteration 17Q: 3 clusters Score -454417 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -454474.156250 Penalty: 4298.315430
	Iteration 18Q: 3 clusters Score -454474.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -454521.875000 Penalty: 4298.315430
	Iteration 19Q: 3 clusters Score -454521.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -454557.093750 Penalty: 4298.315430
	Iteration 20F: 3 clusters Score -454557.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -454585.781250 Penalty: 4298.315430
	Iteration 21Q: 3 clusters Score -454585.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -454611.812500 Penalty: 4298.315430
	Iteration 22Q: 3 clusters Score -454611.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -454632.343750 Penalty: 4298.315430
	Iteration 23Q: 3 clusters Score -454632.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -454652.250000 Penalty: 4298.315430
	Iteration 24Q: 3 clusters Score -454652.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -454666.906250 Penalty: 4298.315430
	Iteration 25Q: 3 clusters Score -454666.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -454674.218750 Penalty: 4298.315430
	Iteration 26Q: 3 clusters Score -454674.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -454677.687500 Penalty: 4298.315430
	Iteration 27Q: 3 clusters Score -454677.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -454684.343750 Penalty: 4298.315430
	Iteration 28Q: 3 clusters Score -454684.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -454691.281250 Penalty: 4298.315430
	Iteration 29Q: 3 clusters Score -454691.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -454696.593750 Penalty: 4298.315430
	Iteration 30Q: 3 clusters Score -454696.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -454700.218750 Penalty: 4298.315430
	Iteration 31Q: 3 clusters Score -454700.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -454702.343750 Penalty: 4298.315430
	Iteration 32Q: 3 clusters Score -454702.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -454703.593750 Penalty: 4298.315430
	Iteration 33Q: 3 clusters Score -454703.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -454707.843750 Penalty: 4298.315430
	Iteration 34Q: 3 clusters Score -454707.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -454710.031250 Penalty: 4298.315430
	Iteration 35Q: 3 clusters Score -454710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -454710.687500 Penalty: 4298.315430
	Iteration 36Q: 3 clusters Score -454710.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -454712.468750 Penalty: 4298.315430
	Iteration 37Q: 3 clusters Score -454712.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -454715.562500 Penalty: 4298.315430
	Iteration 38Q: 3 clusters Score -454715.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -454716.593750 Penalty: 4298.315430
	Iteration 39Q: 3 clusters Score -454716.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -454717.500000 Penalty: 4298.315430
	Iteration 40F: 3 clusters Score -454717.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (21472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21472 members 
Entering Unmasked Estep 
Score: -1487314.125000 Penalty: 2473.677246
	Iteration 0F: 2 clusters Score -1487314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -1472344.875000 Penalty: 4947.354492
	Iteration 0F: 3 clusters Score -1472345 nChanged 9479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -1477811.500000 Penalty: 4947.354492
	Iteration 1F: 3 clusters Score -1477812 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -1478808.000000 Penalty: 4947.354492
	Iteration 2F: 3 clusters Score -1478808 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1480151.625000 Penalty: 4947.354492
	Iteration 3F: 3 clusters Score -1480152 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -1481820.625000 Penalty: 4947.354492
	Iteration 4F: 3 clusters Score -1481821 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1483634.125000 Penalty: 4947.354492
	Iteration 5F: 3 clusters Score -1483634 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16010 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1485200.375000 Penalty: 4947.354492
	Iteration 6F: 3 clusters Score -1485200 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1486395.125000 Penalty: 4947.354492
	Iteration 7F: 3 clusters Score -1486395 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17324 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1487022.625000 Penalty: 4947.354492
	Iteration 8Q: 3 clusters Score -1487023 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17653 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1487281.250000 Penalty: 4947.354492
	Iteration 9Q: 3 clusters Score -1487281 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17914 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1487459.375000 Penalty: 4947.354492
	Iteration 10Q: 3 clusters Score -1487459 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1487602.625000 Penalty: 4947.354492
	Iteration 11Q: 3 clusters Score -1487603 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18302 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1487714.500000 Penalty: 4947.354492
	Iteration 12Q: 3 clusters Score -1487714 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1487815.625000 Penalty: 4947.354492
	Iteration 13Q: 3 clusters Score -1487816 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18583 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1487876.625000 Penalty: 4947.354492
	Iteration 14Q: 3 clusters Score -1487877 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18681 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1487931.375000 Penalty: 4947.354492
	Iteration 15Q: 3 clusters Score -1487931 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18769 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1487968.375000 Penalty: 4947.354492
	Iteration 16Q: 3 clusters Score -1487968 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18834 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1487982.125000 Penalty: 4947.354492
	Iteration 17Q: 3 clusters Score -1487982 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18879 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1487994.000000 Penalty: 4947.354492
	Iteration 18Q: 3 clusters Score -1487994 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18914 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1488011.625000 Penalty: 4947.354492
	Iteration 19Q: 3 clusters Score -1488012 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18945 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1488019.625000 Penalty: 4947.354492
	Iteration 20F: 3 clusters Score -1488020 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18964 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -1488018.750000 Penalty: 4947.354492
	Iteration 21Q: 3 clusters Score -1488019 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18978 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -1488026.500000 Penalty: 4947.354492
	Iteration 22Q: 3 clusters Score -1488026 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18991 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1488029.375000 Penalty: 4947.354492
	Iteration 23Q: 3 clusters Score -1488029 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19007 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1488030.500000 Penalty: 4947.354492
	Iteration 24Q: 3 clusters Score -1488030 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19015 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1488032.875000 Penalty: 4947.354492
	Iteration 25Q: 3 clusters Score -1488033 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19020 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1488033.875000 Penalty: 4947.354492
	Iteration 26Q: 3 clusters Score -1488034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19022 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1488032.000000 Penalty: 4947.354492
	Iteration 27Q: 3 clusters Score -1488032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19024 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1488032.625000 Penalty: 4947.354492
	Iteration 28Q: 3 clusters Score -1488033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19025 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1488035.125000 Penalty: 4947.354492
	Iteration 29Q: 3 clusters Score -1488035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19028 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1488034.750000 Penalty: 4947.354492
	Iteration 30Q: 3 clusters Score -1488035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19029 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1488032.250000 Penalty: 4947.354492
	Iteration 31Q: 3 clusters Score -1488032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19029 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1488032.250000 Penalty: 4947.354492
	Iteration 32F: 3 clusters Score -1488032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74849 members 
Mstep: Class 2 contains 24260 members 
Mstep: Class 3 contains 3403 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 94559 members 
Mstep: Class 6 contains 154015 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8378 members 
Mstep: Class 9 contains 75881 members 
Mstep: Class 10 contains 63452 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 59958 members 
Mstep: Class 13 contains 5802 members 
Mstep: Class 14 contains 19029 members 
Mstep: Class 15 contains 17028 members 
Mstep: Class 16 contains 13987 members 
Mstep: Class 17 contains 37846 members 
Mstep: Class 18 contains 2937 members 
Mstep: Class 19 contains 5647 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9827 members 
Mstep: Class 22 contains 9999 members 
Mstep: Class 23 contains 28667 members 
Mstep: Class 24 contains 528213 members 
Mstep: Class 25 contains 60600 members 
Mstep: Class 26 contains 6830 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69757 members 
Mstep: Class 29 contains 5903 members 
Mstep: Class 30 contains 16577 members 
Mstep: Class 31 contains 3325 members 
Mstep: Class 32 contains 23435 members 
Mstep: Class 33 contains 2734 members 
Mstep: Class 34 contains 2443 members 
Entering Unmasked Estep 
Score: -111984120.000000 Penalty: 119701.210938
Splitting cluster 14 changes total score from -111984328.000000 to -111984120.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (17028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17028 members 
Entering Unmasked Estep 
Score: -1350753.250000 Penalty: 2416.168457
	Iteration 0F: 2 clusters Score -1350753 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -1338647.250000 Penalty: 4832.336914
	Iteration 0F: 3 clusters Score -1338647 nChanged 7367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -1342642.750000 Penalty: 4832.336914
	Iteration 1F: 3 clusters Score -1342643 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -1343154.750000 Penalty: 4832.336914
	Iteration 2F: 3 clusters Score -1343155 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -1343699.750000 Penalty: 4832.336914
	Iteration 3F: 3 clusters Score -1343700 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -1344324.125000 Penalty: 4832.336914
	Iteration 4F: 3 clusters Score -1344324 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -1345092.875000 Penalty: 4832.336914
	Iteration 5F: 3 clusters Score -1345093 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -1345927.250000 Penalty: 4832.336914
	Iteration 6F: 3 clusters Score -1345927 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -1346692.500000 Penalty: 4832.336914
	Iteration 7F: 3 clusters Score -1346692 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -1347295.500000 Penalty: 4832.336914
	Iteration 8F: 3 clusters Score -1347296 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -1347742.250000 Penalty: 4832.336914
	Iteration 9Q: 3 clusters Score -1347742 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -1348076.125000 Penalty: 4832.336914
	Iteration 10Q: 3 clusters Score -1348076 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -1348292.000000 Penalty: 4832.336914
	Iteration 11Q: 3 clusters Score -1348292 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 13670 members 
Entering Unmasked Estep 
Score: -1348480.000000 Penalty: 4832.336914
	Iteration 12Q: 3 clusters Score -1348480 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -1348627.500000 Penalty: 4832.336914
	Iteration 13Q: 3 clusters Score -1348628 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -1348750.875000 Penalty: 4832.336914
	Iteration 14Q: 3 clusters Score -1348751 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -1348836.125000 Penalty: 4832.336914
	Iteration 15Q: 3 clusters Score -1348836 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 14035 members 
Entering Unmasked Estep 
Score: -1348904.750000 Penalty: 4832.336914
	Iteration 16Q: 3 clusters Score -1348905 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
Score: -1348950.750000 Penalty: 4832.336914
	Iteration 17Q: 3 clusters Score -1348951 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 14153 members 
Entering Unmasked Estep 
Score: -1348981.750000 Penalty: 4832.336914
	Iteration 18Q: 3 clusters Score -1348982 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 14203 members 
Entering Unmasked Estep 
Score: -1349001.375000 Penalty: 4832.336914
	Iteration 19Q: 3 clusters Score -1349001 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -1349035.875000 Penalty: 4832.336914
	Iteration 20F: 3 clusters Score -1349036 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -1349050.125000 Penalty: 4832.336914
	Iteration 21Q: 3 clusters Score -1349050 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -1349061.875000 Penalty: 4832.336914
	Iteration 22Q: 3 clusters Score -1349062 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -1349084.875000 Penalty: 4832.336914
	Iteration 23Q: 3 clusters Score -1349085 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -1349096.375000 Penalty: 4832.336914
	Iteration 24Q: 3 clusters Score -1349096 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -1349100.500000 Penalty: 4832.336914
	Iteration 25Q: 3 clusters Score -1349100 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -1349109.625000 Penalty: 4832.336914
	Iteration 26Q: 3 clusters Score -1349110 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -1349112.375000 Penalty: 4832.336914
	Iteration 27Q: 3 clusters Score -1349112 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -1349120.625000 Penalty: 4832.336914
	Iteration 28Q: 3 clusters Score -1349121 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -1349128.875000 Penalty: 4832.336914
	Iteration 29Q: 3 clusters Score -1349129 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -1349138.375000 Penalty: 4832.336914
	Iteration 30Q: 3 clusters Score -1349138 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -1349148.125000 Penalty: 4832.336914
	Iteration 31Q: 3 clusters Score -1349148 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
Score: -1349159.125000 Penalty: 4832.336914
	Iteration 32Q: 3 clusters Score -1349159 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -1349165.625000 Penalty: 4832.336914
	Iteration 33Q: 3 clusters Score -1349166 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -1349170.125000 Penalty: 4832.336914
	Iteration 34Q: 3 clusters Score -1349170 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -1349173.125000 Penalty: 4832.336914
	Iteration 35Q: 3 clusters Score -1349173 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -1349177.375000 Penalty: 4832.336914
	Iteration 36Q: 3 clusters Score -1349177 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -1349180.750000 Penalty: 4832.336914
	Iteration 37Q: 3 clusters Score -1349181 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -1349179.750000 Penalty: 4832.336914
	Iteration 38Q: 3 clusters Score -1349180 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -1349183.375000 Penalty: 4832.336914
	Iteration 39Q: 3 clusters Score -1349183 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -1349182.750000 Penalty: 4832.336914
	Iteration 40F: 3 clusters Score -1349183 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -1349183.125000 Penalty: 4832.336914
	Iteration 41Q: 3 clusters Score -1349183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -1349183.500000 Penalty: 4832.336914
	Iteration 42Q: 3 clusters Score -1349184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 14649 members 
Entering Unmasked Estep 
Score: -1349185.000000 Penalty: 4832.336914
	Iteration 43Q: 3 clusters Score -1349185 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -1349187.625000 Penalty: 4832.336914
	Iteration 44Q: 3 clusters Score -1349188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -1349185.125000 Penalty: 4832.336914
	Iteration 45Q: 3 clusters Score -1349185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 14659 members 
Entering Unmasked Estep 
Score: -1349188.625000 Penalty: 4832.336914
	Iteration 46Q: 3 clusters Score -1349189 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -1349187.875000 Penalty: 4832.336914
	Iteration 47Q: 3 clusters Score -1349188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -1349190.625000 Penalty: 4832.336914
	Iteration 48Q: 3 clusters Score -1349191 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -1349192.750000 Penalty: 4832.336914
	Iteration 49Q: 3 clusters Score -1349193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -1349190.375000 Penalty: 4832.336914
	Iteration 50Q: 3 clusters Score -1349190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -1349190.375000 Penalty: 4832.336914
	Iteration 51F: 3 clusters Score -1349190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (13987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Entering Unmasked Estep 
Score: -1053947.750000 Penalty: 2367.378906
	Iteration 0F: 2 clusters Score -1053948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1043718.062500 Penalty: 4734.757812
	Iteration 0F: 3 clusters Score -1043718 nChanged 6009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1046961.125000 Penalty: 4734.757812
	Iteration 1F: 3 clusters Score -1046961 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1047308.937500 Penalty: 4734.757812
	Iteration 2F: 3 clusters Score -1047309 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1047611.062500 Penalty: 4734.757812
	Iteration 3Q: 3 clusters Score -1047611 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1047901.750000 Penalty: 4734.757812
	Iteration 4Q: 3 clusters Score -1047902 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1048250.750000 Penalty: 4734.757812
	Iteration 5Q: 3 clusters Score -1048251 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1048684.000000 Penalty: 4734.757812
	Iteration 6Q: 3 clusters Score -1048684 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1049204.000000 Penalty: 4734.757812
	Iteration 7F: 3 clusters Score -1049204 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1049758.875000 Penalty: 4734.757812
	Iteration 8F: 3 clusters Score -1049759 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1050308.125000 Penalty: 4734.757812
	Iteration 9Q: 3 clusters Score -1050308 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1050759.250000 Penalty: 4734.757812
	Iteration 10Q: 3 clusters Score -1050759 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1051086.750000 Penalty: 4734.757812
	Iteration 11Q: 3 clusters Score -1051087 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1051331.875000 Penalty: 4734.757812
	Iteration 12Q: 3 clusters Score -1051332 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1051516.000000 Penalty: 4734.757812
	Iteration 13Q: 3 clusters Score -1051516 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1051650.500000 Penalty: 4734.757812
	Iteration 14Q: 3 clusters Score -1051650 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1051749.875000 Penalty: 4734.757812
	Iteration 15Q: 3 clusters Score -1051750 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1051830.750000 Penalty: 4734.757812
	Iteration 16Q: 3 clusters Score -1051831 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1051880.500000 Penalty: 4734.757812
	Iteration 17Q: 3 clusters Score -1051880 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1051915.625000 Penalty: 4734.757812
	Iteration 18Q: 3 clusters Score -1051916 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1051946.625000 Penalty: 4734.757812
	Iteration 19Q: 3 clusters Score -1051947 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1051970.250000 Penalty: 4734.757812
	Iteration 20F: 3 clusters Score -1051970 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1051989.375000 Penalty: 4734.757812
	Iteration 21Q: 3 clusters Score -1051989 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1052004.375000 Penalty: 4734.757812
	Iteration 22Q: 3 clusters Score -1052004 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1052012.875000 Penalty: 4734.757812
	Iteration 23Q: 3 clusters Score -1052013 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1052020.750000 Penalty: 4734.757812
	Iteration 24Q: 3 clusters Score -1052021 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1052024.500000 Penalty: 4734.757812
	Iteration 25Q: 3 clusters Score -1052024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1052031.250000 Penalty: 4734.757812
	Iteration 26Q: 3 clusters Score -1052031 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1052033.125000 Penalty: 4734.757812
	Iteration 27Q: 3 clusters Score -1052033 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1052036.500000 Penalty: 4734.757812
	Iteration 28Q: 3 clusters Score -1052036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1052043.500000 Penalty: 4734.757812
	Iteration 29Q: 3 clusters Score -1052044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1052047.500000 Penalty: 4734.757812
	Iteration 30Q: 3 clusters Score -1052048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1052050.625000 Penalty: 4734.757812
	Iteration 31Q: 3 clusters Score -1052051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1052055.125000 Penalty: 4734.757812
	Iteration 32Q: 3 clusters Score -1052055 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1052058.750000 Penalty: 4734.757812
	Iteration 33Q: 3 clusters Score -1052059 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1052061.500000 Penalty: 4734.757812
	Iteration 34Q: 3 clusters Score -1052062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1052063.375000 Penalty: 4734.757812
	Iteration 35Q: 3 clusters Score -1052063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1052066.250000 Penalty: 4734.757812
	Iteration 36Q: 3 clusters Score -1052066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1052066.250000 Penalty: 4734.757812
	Iteration 37F: 3 clusters Score -1052066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (37846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37846 members 
Entering Unmasked Estep 
Score: -2951392.250000 Penalty: 2614.237549
	Iteration 0F: 2 clusters Score -2951392 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19062 members 
Mstep: Class 2 contains 18784 members 
Entering Unmasked Estep 
Score: -2925787.500000 Penalty: 5228.475098
	Iteration 0F: 3 clusters Score -2925788 nChanged 17113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20105 members 
Mstep: Class 2 contains 17741 members 
Entering Unmasked Estep 
Score: -2935108.750000 Penalty: 5228.475098
	Iteration 1F: 3 clusters Score -2935109 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20900 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -2935742.500000 Penalty: 5228.475098
	Iteration 2Q: 3 clusters Score -2935742 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21964 members 
Mstep: Class 2 contains 15882 members 
Entering Unmasked Estep 
Score: -2936441.000000 Penalty: 5228.475098
	Iteration 3Q: 3 clusters Score -2936441 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23478 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -2937422.750000 Penalty: 5228.475098
	Iteration 4F: 3 clusters Score -2937423 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25416 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -2938757.750000 Penalty: 5228.475098
	Iteration 5F: 3 clusters Score -2938758 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27795 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -2940641.250000 Penalty: 5228.475098
	Iteration 6F: 3 clusters Score -2940641 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30443 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -2943041.250000 Penalty: 5228.475098
	Iteration 7F: 3 clusters Score -2943041 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32862 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -2945344.250000 Penalty: 5228.475098
	Iteration 8F: 3 clusters Score -2945344 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34663 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -2947095.500000 Penalty: 5228.475098
	Iteration 9Q: 3 clusters Score -2947096 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35826 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -2948221.000000 Penalty: 5228.475098
	Iteration 10Q: 3 clusters Score -2948221 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36453 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -2948807.250000 Penalty: 5228.475098
	Iteration 11Q: 3 clusters Score -2948807 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36756 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -2949090.000000 Penalty: 5228.475098
	Iteration 12Q: 3 clusters Score -2949090 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36914 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -2949252.250000 Penalty: 5228.475098
	Iteration 13Q: 3 clusters Score -2949252 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37007 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -2949358.000000 Penalty: 5228.475098
	Iteration 14Q: 3 clusters Score -2949358 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37079 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -2949482.500000 Penalty: 5228.475098
	Iteration 15Q: 3 clusters Score -2949482 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37123 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -2949602.000000 Penalty: 5228.475098
	Iteration 16Q: 3 clusters Score -2949602 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37147 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -2949679.250000 Penalty: 5228.475098
	Iteration 17Q: 3 clusters Score -2949679 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37148 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -2949716.750000 Penalty: 5228.475098
	Iteration 18Q: 3 clusters Score -2949717 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37142 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -2949732.250000 Penalty: 5228.475098
	Iteration 19Q: 3 clusters Score -2949732 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37142 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -2949743.000000 Penalty: 5228.475098
	Iteration 20F: 3 clusters Score -2949743 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37143 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -2949743.750000 Penalty: 5228.475098
	Iteration 21Q: 3 clusters Score -2949744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37145 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -2949748.250000 Penalty: 5228.475098
	Iteration 22Q: 3 clusters Score -2949748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37146 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -2949747.500000 Penalty: 5228.475098
	Iteration 23Q: 3 clusters Score -2949748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37145 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -2949748.750000 Penalty: 5228.475098
	Iteration 24Q: 3 clusters Score -2949749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37145 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -2949753.000000 Penalty: 5228.475098
	Iteration 25Q: 3 clusters Score -2949753 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37145 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -2949753.000000 Penalty: 5228.475098
	Iteration 26F: 3 clusters Score -2949753 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Entering Unmasked Estep 
Score: -250283.703125 Penalty: 1980.315796
	Iteration 0F: 2 clusters Score -250283.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -246999.843750 Penalty: 3960.631592
	Iteration 0F: 3 clusters Score -246999.8 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -247656.265625 Penalty: 3960.631592
	Iteration 1F: 3 clusters Score -247656.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -247787.906250 Penalty: 3960.631592
	Iteration 2F: 3 clusters Score -247787.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -247853.406250 Penalty: 3960.631592
	Iteration 3Q: 3 clusters Score -247853.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -247904.875000 Penalty: 3960.631592
	Iteration 4Q: 3 clusters Score -247904.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -247940.000000 Penalty: 3960.631592
	Iteration 5Q: 3 clusters Score -247940 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -247964.359375 Penalty: 3960.631592
	Iteration 6Q: 3 clusters Score -247964.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -247981.781250 Penalty: 3960.631592
	Iteration 7Q: 3 clusters Score -247981.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -247996.046875 Penalty: 3960.631592
	Iteration 8Q: 3 clusters Score -247996 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -248004.406250 Penalty: 3960.631592
	Iteration 9Q: 3 clusters Score -248004.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -248011.578125 Penalty: 3960.631592
	Iteration 10Q: 3 clusters Score -248011.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -248021.312500 Penalty: 3960.631592
	Iteration 11Q: 3 clusters Score -248021.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -248031.140625 Penalty: 3960.631592
	Iteration 12Q: 3 clusters Score -248031.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -248036.468750 Penalty: 3960.631592
	Iteration 13Q: 3 clusters Score -248036.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -248039.968750 Penalty: 3960.631592
	Iteration 14Q: 3 clusters Score -248040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -248042.718750 Penalty: 3960.631592
	Iteration 15Q: 3 clusters Score -248042.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -248046.578125 Penalty: 3960.631592
	Iteration 16Q: 3 clusters Score -248046.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -248051.281250 Penalty: 3960.631592
	Iteration 17Q: 3 clusters Score -248051.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -248055.343750 Penalty: 3960.631592
	Iteration 18Q: 3 clusters Score -248055.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -248056.281250 Penalty: 3960.631592
	Iteration 19Q: 3 clusters Score -248056.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -248058.750000 Penalty: 3960.631592
	Iteration 20F: 3 clusters Score -248058.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -248060.468750 Penalty: 3960.631592
	Iteration 21Q: 3 clusters Score -248060.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -248062.500000 Penalty: 3960.631592
	Iteration 22Q: 3 clusters Score -248062.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -248065.343750 Penalty: 3960.631592
	Iteration 23Q: 3 clusters Score -248065.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -248067.156250 Penalty: 3960.631592
	Iteration 24Q: 3 clusters Score -248067.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -248068.609375 Penalty: 3960.631592
	Iteration 25Q: 3 clusters Score -248068.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -248069.250000 Penalty: 3960.631592
	Iteration 26Q: 3 clusters Score -248069.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -248069.671875 Penalty: 3960.631592
	Iteration 27Q: 3 clusters Score -248069.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -248069.671875 Penalty: 3960.631592
	Iteration 28F: 3 clusters Score -248069.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Entering Unmasked Estep 
Score: -441717.250000 Penalty: 2142.442139
	Iteration 0F: 2 clusters Score -441717.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -436851.718750 Penalty: 4284.884277
	Iteration 0F: 3 clusters Score -436851.7 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -438064.000000 Penalty: 4284.884277
	Iteration 1F: 3 clusters Score -438064 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -438320.093750 Penalty: 4284.884277
	Iteration 2F: 3 clusters Score -438320.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -438474.531250 Penalty: 4284.884277
	Iteration 3F: 3 clusters Score -438474.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -438591.593750 Penalty: 4284.884277
	Iteration 4Q: 3 clusters Score -438591.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -438682.875000 Penalty: 4284.884277
	Iteration 5Q: 3 clusters Score -438682.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -438760.000000 Penalty: 4284.884277
	Iteration 6Q: 3 clusters Score -438760 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -438830.031250 Penalty: 4284.884277
	Iteration 7Q: 3 clusters Score -438830 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -438910.937500 Penalty: 4284.884277
	Iteration 8Q: 3 clusters Score -438910.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -438991.250000 Penalty: 4284.884277
	Iteration 9Q: 3 clusters Score -438991.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -439061.781250 Penalty: 4284.884277
	Iteration 10Q: 3 clusters Score -439061.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -439123.281250 Penalty: 4284.884277
	Iteration 11Q: 3 clusters Score -439123.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -439188.031250 Penalty: 4284.884277
	Iteration 12Q: 3 clusters Score -439188 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -439259.937500 Penalty: 4284.884277
	Iteration 13Q: 3 clusters Score -439259.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -439334.750000 Penalty: 4284.884277
	Iteration 14Q: 3 clusters Score -439334.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -439404.687500 Penalty: 4284.884277
	Iteration 15Q: 3 clusters Score -439404.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -439478.937500 Penalty: 4284.884277
	Iteration 16Q: 3 clusters Score -439478.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -439532.312500 Penalty: 4284.884277
	Iteration 17Q: 3 clusters Score -439532.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -439580.062500 Penalty: 4284.884277
	Iteration 18Q: 3 clusters Score -439580.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -439627.968750 Penalty: 4284.884277
	Iteration 19Q: 3 clusters Score -439628 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -439664.250000 Penalty: 4284.884277
	Iteration 20F: 3 clusters Score -439664.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -439695.687500 Penalty: 4284.884277
	Iteration 21Q: 3 clusters Score -439695.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -439718.468750 Penalty: 4284.884277
	Iteration 22Q: 3 clusters Score -439718.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -439738.968750 Penalty: 4284.884277
	Iteration 23Q: 3 clusters Score -439739 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -439753.718750 Penalty: 4284.884277
	Iteration 24Q: 3 clusters Score -439753.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -439767.906250 Penalty: 4284.884277
	Iteration 25Q: 3 clusters Score -439767.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -439780.031250 Penalty: 4284.884277
	Iteration 26Q: 3 clusters Score -439780 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -439785.812500 Penalty: 4284.884277
	Iteration 27Q: 3 clusters Score -439785.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -439789.843750 Penalty: 4284.884277
	Iteration 28Q: 3 clusters Score -439789.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -439795.343750 Penalty: 4284.884277
	Iteration 29Q: 3 clusters Score -439795.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -439803.656250 Penalty: 4284.884277
	Iteration 30Q: 3 clusters Score -439803.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -439807.218750 Penalty: 4284.884277
	Iteration 31Q: 3 clusters Score -439807.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -439811.250000 Penalty: 4284.884277
	Iteration 32Q: 3 clusters Score -439811.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -439813.593750 Penalty: 4284.884277
	Iteration 33Q: 3 clusters Score -439813.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -439814.562500 Penalty: 4284.884277
	Iteration 34Q: 3 clusters Score -439814.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -439818.250000 Penalty: 4284.884277
	Iteration 35Q: 3 clusters Score -439818.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -439821.531250 Penalty: 4284.884277
	Iteration 36Q: 3 clusters Score -439821.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -439823.281250 Penalty: 4284.884277
	Iteration 37Q: 3 clusters Score -439823.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -439823.593750 Penalty: 4284.884277
	Iteration 38Q: 3 clusters Score -439823.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -439824.468750 Penalty: 4284.884277
	Iteration 39Q: 3 clusters Score -439824.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -439824.875000 Penalty: 4284.884277
	Iteration 40F: 3 clusters Score -439824.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (11836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Entering Unmasked Estep 
Score: -924845.625000 Penalty: 2325.967285
	Iteration 0F: 2 clusters Score -924845.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -916083.250000 Penalty: 4651.934570
	Iteration 0F: 3 clusters Score -916083.2 nChanged 4919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -918755.250000 Penalty: 4651.934570
	Iteration 1F: 3 clusters Score -918755.2 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -919090.437500 Penalty: 4651.934570
	Iteration 2F: 3 clusters Score -919090.4 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -919360.750000 Penalty: 4651.934570
	Iteration 3F: 3 clusters Score -919360.8 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -919642.937500 Penalty: 4651.934570
	Iteration 4Q: 3 clusters Score -919642.9 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -919992.625000 Penalty: 4651.934570
	Iteration 5Q: 3 clusters Score -919992.6 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -920429.625000 Penalty: 4651.934570
	Iteration 6F: 3 clusters Score -920429.6 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -920931.062500 Penalty: 4651.934570
	Iteration 7F: 3 clusters Score -920931.1 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -921464.125000 Penalty: 4651.934570
	Iteration 8F: 3 clusters Score -921464.1 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -921996.562500 Penalty: 4651.934570
	Iteration 9F: 3 clusters Score -921996.6 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -922425.687500 Penalty: 4651.934570
	Iteration 10Q: 3 clusters Score -922425.7 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -922799.875000 Penalty: 4651.934570
	Iteration 11Q: 3 clusters Score -922799.9 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -923165.812500 Penalty: 4651.934570
	Iteration 12Q: 3 clusters Score -923165.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -923592.375000 Penalty: 4651.934570
	Iteration 13Q: 3 clusters Score -923592.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -924078.250000 Penalty: 4651.934570
	Iteration 14Q: 3 clusters Score -924078.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -924456.500000 Penalty: 4651.934570
	Iteration 15Q: 3 clusters Score -924456.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -924611.062500 Penalty: 4651.934570
	Iteration 16Q: 3 clusters Score -924611.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -924684.687500 Penalty: 4651.934570
	Iteration 17Q: 3 clusters Score -924684.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -924727.312500 Penalty: 4651.934570
	Iteration 18Q: 3 clusters Score -924727.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -924751.312500 Penalty: 4651.934570
	Iteration 19Q: 3 clusters Score -924751.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -924766.250000 Penalty: 4651.934570
	Iteration 20F: 3 clusters Score -924766.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -924779.312500 Penalty: 4651.934570
	Iteration 21Q: 3 clusters Score -924779.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -924786.812500 Penalty: 4651.934570
	Iteration 22Q: 3 clusters Score -924786.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -924800.937500 Penalty: 4651.934570
	Iteration 23Q: 3 clusters Score -924800.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -924812.187500 Penalty: 4651.934570
	Iteration 24Q: 3 clusters Score -924812.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -924822.312500 Penalty: 4651.934570
	Iteration 25Q: 3 clusters Score -924822.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -924832.562500 Penalty: 4651.934570
	Iteration 26Q: 3 clusters Score -924832.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -924843.312500 Penalty: 4651.934570
	Iteration 27Q: 3 clusters Score -924843.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -924856.250000 Penalty: 4651.934570
	Iteration 28Q: 3 clusters Score -924856.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -924865.250000 Penalty: 4651.934570
	Iteration 29Q: 3 clusters Score -924865.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -924865.562500 Penalty: 4651.934570
	Iteration 30Q: 3 clusters Score -924865.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -924869.437500 Penalty: 4651.934570
	Iteration 31Q: 3 clusters Score -924869.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -924871.000000 Penalty: 4651.934570
	Iteration 32Q: 3 clusters Score -924871 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -924873.312500 Penalty: 4651.934570
	Iteration 33Q: 3 clusters Score -924873.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -924873.187500 Penalty: 4651.934570
	Iteration 34Q: 3 clusters Score -924873.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -924877.250000 Penalty: 4651.934570
	Iteration 35Q: 3 clusters Score -924877.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -924882.687500 Penalty: 4651.934570
	Iteration 36Q: 3 clusters Score -924882.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -924883.437500 Penalty: 4651.934570
	Iteration 37Q: 3 clusters Score -924883.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -924887.875000 Penalty: 4651.934570
	Iteration 38Q: 3 clusters Score -924887.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -924891.000000 Penalty: 4651.934570
	Iteration 39Q: 3 clusters Score -924891 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -924894.312500 Penalty: 4651.934570
	Iteration 40F: 3 clusters Score -924894.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -924893.812500 Penalty: 4651.934570
	Iteration 41Q: 3 clusters Score -924893.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -924895.500000 Penalty: 4651.934570
	Iteration 42Q: 3 clusters Score -924895.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -924894.500000 Penalty: 4651.934570
	Iteration 43Q: 3 clusters Score -924894.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -924895.312500 Penalty: 4651.934570
	Iteration 44Q: 3 clusters Score -924895.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -924895.000000 Penalty: 4651.934570
	Iteration 45Q: 3 clusters Score -924895 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -924899.562500 Penalty: 4651.934570
	Iteration 46Q: 3 clusters Score -924899.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -924903.062500 Penalty: 4651.934570
	Iteration 47Q: 3 clusters Score -924903.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -924903.250000 Penalty: 4651.934570
	Iteration 48Q: 3 clusters Score -924903.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -924909.250000 Penalty: 4651.934570
	Iteration 49Q: 3 clusters Score -924909.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -924906.875000 Penalty: 4651.934570
	Iteration 50Q: 3 clusters Score -924906.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -924908.750000 Penalty: 4651.934570
	Iteration 51Q: 3 clusters Score -924908.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -924908.000000 Penalty: 4651.934570
	Iteration 52Q: 3 clusters Score -924908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -924910.187500 Penalty: 4651.934570
	Iteration 53Q: 3 clusters Score -924910.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -924911.437500 Penalty: 4651.934570
	Iteration 54Q: 3 clusters Score -924911.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -924913.437500 Penalty: 4651.934570
	Iteration 55Q: 3 clusters Score -924913.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -924916.250000 Penalty: 4651.934570
	Iteration 56Q: 3 clusters Score -924916.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -924918.187500 Penalty: 4651.934570
	Iteration 57Q: 3 clusters Score -924918.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -924915.750000 Penalty: 4651.934570
	Iteration 58Q: 3 clusters Score -924915.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -924917.875000 Penalty: 4651.934570
	Iteration 59Q: 3 clusters Score -924917.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -924917.875000 Penalty: 4651.934570
	Iteration 60F: 3 clusters Score -924917.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74849 members 
Mstep: Class 2 contains 24260 members 
Mstep: Class 3 contains 3403 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 94559 members 
Mstep: Class 6 contains 154015 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8378 members 
Mstep: Class 9 contains 75881 members 
Mstep: Class 10 contains 63452 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 59958 members 
Mstep: Class 13 contains 5802 members 
Mstep: Class 14 contains 21472 members 
Mstep: Class 15 contains 17028 members 
Mstep: Class 16 contains 13987 members 
Mstep: Class 17 contains 37846 members 
Mstep: Class 18 contains 2937 members 
Mstep: Class 19 contains 5647 members 
Mstep: Class 20 contains 2112 members 
Mstep: Class 21 contains 9827 members 
Mstep: Class 22 contains 9999 members 
Mstep: Class 23 contains 28667 members 
Mstep: Class 24 contains 528213 members 
Mstep: Class 25 contains 60600 members 
Mstep: Class 26 contains 6830 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69757 members 
Mstep: Class 29 contains 5903 members 
Mstep: Class 30 contains 16577 members 
Mstep: Class 31 contains 3325 members 
Mstep: Class 32 contains 23435 members 
Mstep: Class 33 contains 2734 members 
Mstep: Class 34 contains 9724 members 
Entering Unmasked Estep 
Score: -111983520.000000 Penalty: 119701.210938
Splitting cluster 20 changes total score from -111984328.000000 to -111983520.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (9827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Entering Unmasked Estep 
Score: -801110.250000 Penalty: 2279.836426
	Iteration 0F: 2 clusters Score -801110.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -793532.937500 Penalty: 4559.672852
	Iteration 0F: 3 clusters Score -793532.9 nChanged 4078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -795718.687500 Penalty: 4559.672852
	Iteration 1F: 3 clusters Score -795718.7 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -796039.625000 Penalty: 4559.672852
	Iteration 2F: 3 clusters Score -796039.6 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -796270.500000 Penalty: 4559.672852
	Iteration 3F: 3 clusters Score -796270.5 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -796486.687500 Penalty: 4559.672852
	Iteration 4Q: 3 clusters Score -796486.7 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -796693.000000 Penalty: 4559.672852
	Iteration 5Q: 3 clusters Score -796693 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -796944.312500 Penalty: 4559.672852
	Iteration 6Q: 3 clusters Score -796944.3 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -797248.375000 Penalty: 4559.672852
	Iteration 7Q: 3 clusters Score -797248.4 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -797603.500000 Penalty: 4559.672852
	Iteration 8F: 3 clusters Score -797603.5 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -797985.062500 Penalty: 4559.672852
	Iteration 9Q: 3 clusters Score -797985.1 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -798334.000000 Penalty: 4559.672852
	Iteration 10Q: 3 clusters Score -798334 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -798612.937500 Penalty: 4559.672852
	Iteration 11Q: 3 clusters Score -798612.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -798835.500000 Penalty: 4559.672852
	Iteration 12Q: 3 clusters Score -798835.5 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -799017.187500 Penalty: 4559.672852
	Iteration 13Q: 3 clusters Score -799017.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -799129.250000 Penalty: 4559.672852
	Iteration 14Q: 3 clusters Score -799129.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -799222.437500 Penalty: 4559.672852
	Iteration 15Q: 3 clusters Score -799222.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -799283.437500 Penalty: 4559.672852
	Iteration 16Q: 3 clusters Score -799283.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -799324.500000 Penalty: 4559.672852
	Iteration 17Q: 3 clusters Score -799324.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -799348.812500 Penalty: 4559.672852
	Iteration 18Q: 3 clusters Score -799348.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -799365.875000 Penalty: 4559.672852
	Iteration 19Q: 3 clusters Score -799365.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -799380.687500 Penalty: 4559.672852
	Iteration 20F: 3 clusters Score -799380.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -799396.500000 Penalty: 4559.672852
	Iteration 21Q: 3 clusters Score -799396.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -799402.187500 Penalty: 4559.672852
	Iteration 22Q: 3 clusters Score -799402.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -799407.000000 Penalty: 4559.672852
	Iteration 23Q: 3 clusters Score -799407 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -799414.187500 Penalty: 4559.672852
	Iteration 24Q: 3 clusters Score -799414.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -799418.000000 Penalty: 4559.672852
	Iteration 25Q: 3 clusters Score -799418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -799418.187500 Penalty: 4559.672852
	Iteration 26Q: 3 clusters Score -799418.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -799419.375000 Penalty: 4559.672852
	Iteration 27Q: 3 clusters Score -799419.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -799422.125000 Penalty: 4559.672852
	Iteration 28Q: 3 clusters Score -799422.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -799421.937500 Penalty: 4559.672852
	Iteration 29Q: 3 clusters Score -799421.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -799425.125000 Penalty: 4559.672852
	Iteration 30Q: 3 clusters Score -799425.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -799428.000000 Penalty: 4559.672852
	Iteration 31Q: 3 clusters Score -799428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -799427.062500 Penalty: 4559.672852
	Iteration 32Q: 3 clusters Score -799427.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -799427.062500 Penalty: 4559.672852
	Iteration 33F: 3 clusters Score -799427.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (9999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Entering Unmasked Estep 
Score: -752905.937500 Penalty: 2284.139648
	Iteration 0F: 2 clusters Score -752905.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -745236.375000 Penalty: 4568.279297
	Iteration 0F: 3 clusters Score -745236.4 nChanged 4141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -747729.625000 Penalty: 4568.279297
	Iteration 1F: 3 clusters Score -747729.6 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -748355.937500 Penalty: 4568.279297
	Iteration 2F: 3 clusters Score -748355.9 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -748964.687500 Penalty: 4568.279297
	Iteration 3F: 3 clusters Score -748964.7 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -749551.875000 Penalty: 4568.279297
	Iteration 4F: 3 clusters Score -749551.9 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -750008.250000 Penalty: 4568.279297
	Iteration 5F: 3 clusters Score -750008.2 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -750390.937500 Penalty: 4568.279297
	Iteration 6F: 3 clusters Score -750390.9 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -750661.312500 Penalty: 4568.279297
	Iteration 7Q: 3 clusters Score -750661.3 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -750825.625000 Penalty: 4568.279297
	Iteration 8Q: 3 clusters Score -750825.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -750925.312500 Penalty: 4568.279297
	Iteration 9Q: 3 clusters Score -750925.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -750985.875000 Penalty: 4568.279297
	Iteration 10Q: 3 clusters Score -750985.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -751021.562500 Penalty: 4568.279297
	Iteration 11Q: 3 clusters Score -751021.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -751052.437500 Penalty: 4568.279297
	Iteration 12Q: 3 clusters Score -751052.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -751073.125000 Penalty: 4568.279297
	Iteration 13Q: 3 clusters Score -751073.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -751084.125000 Penalty: 4568.279297
	Iteration 14Q: 3 clusters Score -751084.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -751094.750000 Penalty: 4568.279297
	Iteration 15Q: 3 clusters Score -751094.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -751102.812500 Penalty: 4568.279297
	Iteration 16Q: 3 clusters Score -751102.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -751110.062500 Penalty: 4568.279297
	Iteration 17Q: 3 clusters Score -751110.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -751114.812500 Penalty: 4568.279297
	Iteration 18Q: 3 clusters Score -751114.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -751122.500000 Penalty: 4568.279297
	Iteration 19Q: 3 clusters Score -751122.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -751127.562500 Penalty: 4568.279297
	Iteration 20F: 3 clusters Score -751127.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -751131.187500 Penalty: 4568.279297
	Iteration 21Q: 3 clusters Score -751131.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -751137.000000 Penalty: 4568.279297
	Iteration 22Q: 3 clusters Score -751137 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -751143.062500 Penalty: 4568.279297
	Iteration 23Q: 3 clusters Score -751143.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -751149.562500 Penalty: 4568.279297
	Iteration 24Q: 3 clusters Score -751149.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -751161.750000 Penalty: 4568.279297
	Iteration 25Q: 3 clusters Score -751161.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -751168.187500 Penalty: 4568.279297
	Iteration 26Q: 3 clusters Score -751168.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -751172.937500 Penalty: 4568.279297
	Iteration 27Q: 3 clusters Score -751172.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -751182.562500 Penalty: 4568.279297
	Iteration 28Q: 3 clusters Score -751182.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -751191.125000 Penalty: 4568.279297
	Iteration 29Q: 3 clusters Score -751191.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -751208.062500 Penalty: 4568.279297
	Iteration 30Q: 3 clusters Score -751208.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -751226.562500 Penalty: 4568.279297
	Iteration 31Q: 3 clusters Score -751226.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -751250.000000 Penalty: 4568.279297
	Iteration 32Q: 3 clusters Score -751250 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -751273.937500 Penalty: 4568.279297
	Iteration 33Q: 3 clusters Score -751273.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -751300.562500 Penalty: 4568.279297
	Iteration 34Q: 3 clusters Score -751300.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -751327.312500 Penalty: 4568.279297
	Iteration 35Q: 3 clusters Score -751327.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -751355.437500 Penalty: 4568.279297
	Iteration 36Q: 3 clusters Score -751355.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -751381.125000 Penalty: 4568.279297
	Iteration 37Q: 3 clusters Score -751381.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -751405.000000 Penalty: 4568.279297
	Iteration 38Q: 3 clusters Score -751405 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -751433.312500 Penalty: 4568.279297
	Iteration 39Q: 3 clusters Score -751433.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -751469.062500 Penalty: 4568.279297
	Iteration 40F: 3 clusters Score -751469.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -751513.687500 Penalty: 4568.279297
	Iteration 41Q: 3 clusters Score -751513.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -751562.437500 Penalty: 4568.279297
	Iteration 42Q: 3 clusters Score -751562.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -751608.250000 Penalty: 4568.279297
	Iteration 43Q: 3 clusters Score -751608.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -751651.875000 Penalty: 4568.279297
	Iteration 44Q: 3 clusters Score -751651.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -751699.875000 Penalty: 4568.279297
	Iteration 45Q: 3 clusters Score -751699.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -751747.875000 Penalty: 4568.279297
	Iteration 46Q: 3 clusters Score -751747.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -751796.000000 Penalty: 4568.279297
	Iteration 47Q: 3 clusters Score -751796 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -751827.500000 Penalty: 4568.279297
	Iteration 48Q: 3 clusters Score -751827.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -751852.687500 Penalty: 4568.279297
	Iteration 49Q: 3 clusters Score -751852.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -751881.687500 Penalty: 4568.279297
	Iteration 50Q: 3 clusters Score -751881.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -751915.812500 Penalty: 4568.279297
	Iteration 51Q: 3 clusters Score -751915.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -751960.625000 Penalty: 4568.279297
	Iteration 52Q: 3 clusters Score -751960.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -752028.812500 Penalty: 4568.279297
	Iteration 53Q: 3 clusters Score -752028.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -752148.687500 Penalty: 4568.279297
	Iteration 54Q: 3 clusters Score -752148.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -752337.437500 Penalty: 4568.279297
	Iteration 55Q: 3 clusters Score -752337.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -752520.000000 Penalty: 4568.279297
	Iteration 56Q: 3 clusters Score -752520 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -752592.875000 Penalty: 4568.279297
	Iteration 57Q: 3 clusters Score -752592.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -752625.250000 Penalty: 4568.279297
	Iteration 58Q: 3 clusters Score -752625.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -752642.750000 Penalty: 4568.279297
	Iteration 59Q: 3 clusters Score -752642.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -752651.750000 Penalty: 4568.279297
	Iteration 60F: 3 clusters Score -752651.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -752660.375000 Penalty: 4568.279297
	Iteration 61Q: 3 clusters Score -752660.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -752659.750000 Penalty: 4568.279297
	Iteration 62Q: 3 clusters Score -752659.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -752661.500000 Penalty: 4568.279297
	Iteration 63Q: 3 clusters Score -752661.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -752661.312500 Penalty: 4568.279297
	Iteration 64Q: 3 clusters Score -752661.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -752661.312500 Penalty: 4568.279297
	Iteration 65F: 3 clusters Score -752661.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -2208407.000000 Penalty: 2545.348633
	Iteration 0F: 2 clusters Score -2208407 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -2188712.750000 Penalty: 5090.697266
	Iteration 0F: 3 clusters Score -2188713 nChanged 12849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -2195699.250000 Penalty: 5090.697266
	Iteration 1F: 3 clusters Score -2195699 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -2196208.750000 Penalty: 5090.697266
	Iteration 2F: 3 clusters Score -2196209 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -2196659.500000 Penalty: 5090.697266
	Iteration 3Q: 3 clusters Score -2196660 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -2197088.250000 Penalty: 5090.697266
	Iteration 4Q: 3 clusters Score -2197088 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -2197587.750000 Penalty: 5090.697266
	Iteration 5Q: 3 clusters Score -2197588 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -2198129.000000 Penalty: 5090.697266
	Iteration 6Q: 3 clusters Score -2198129 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16987 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -2198714.750000 Penalty: 5090.697266
	Iteration 7Q: 3 clusters Score -2198715 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17719 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -2199237.250000 Penalty: 5090.697266
	Iteration 8Q: 3 clusters Score -2199237 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18532 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -2199783.750000 Penalty: 5090.697266
	Iteration 9Q: 3 clusters Score -2199784 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19418 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -2200363.000000 Penalty: 5090.697266
	Iteration 10Q: 3 clusters Score -2200363 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20397 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -2200951.000000 Penalty: 5090.697266
	Iteration 11Q: 3 clusters Score -2200951 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21481 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -2201529.000000 Penalty: 5090.697266
	Iteration 12Q: 3 clusters Score -2201529 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22548 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -2202144.750000 Penalty: 5090.697266
	Iteration 13Q: 3 clusters Score -2202145 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23693 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -2202849.500000 Penalty: 5090.697266
	Iteration 14Q: 3 clusters Score -2202850 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24797 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -2203606.250000 Penalty: 5090.697266
	Iteration 15Q: 3 clusters Score -2203606 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25816 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -2204367.500000 Penalty: 5090.697266
	Iteration 16Q: 3 clusters Score -2204368 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26634 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -2204995.250000 Penalty: 5090.697266
	Iteration 17Q: 3 clusters Score -2204995 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27227 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -2205455.500000 Penalty: 5090.697266
	Iteration 18Q: 3 clusters Score -2205456 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27623 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -2205753.250000 Penalty: 5090.697266
	Iteration 19Q: 3 clusters Score -2205753 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27847 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2205928.250000 Penalty: 5090.697266
	Iteration 20F: 3 clusters Score -2205928 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27999 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -2206041.500000 Penalty: 5090.697266
	Iteration 21Q: 3 clusters Score -2206042 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28088 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -2206110.250000 Penalty: 5090.697266
	Iteration 22Q: 3 clusters Score -2206110 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28142 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -2206161.750000 Penalty: 5090.697266
	Iteration 23Q: 3 clusters Score -2206162 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28179 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -2206208.750000 Penalty: 5090.697266
	Iteration 24Q: 3 clusters Score -2206209 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28203 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -2206222.750000 Penalty: 5090.697266
	Iteration 25Q: 3 clusters Score -2206223 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28216 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -2206237.000000 Penalty: 5090.697266
	Iteration 26Q: 3 clusters Score -2206237 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28234 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2206252.000000 Penalty: 5090.697266
	Iteration 27Q: 3 clusters Score -2206252 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28250 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -2206261.000000 Penalty: 5090.697266
	Iteration 28Q: 3 clusters Score -2206261 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28256 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -2206265.250000 Penalty: 5090.697266
	Iteration 29Q: 3 clusters Score -2206265 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28261 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -2206276.750000 Penalty: 5090.697266
	Iteration 30Q: 3 clusters Score -2206277 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28260 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -2206286.250000 Penalty: 5090.697266
	Iteration 31Q: 3 clusters Score -2206286 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28266 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -2206303.000000 Penalty: 5090.697266
	Iteration 32Q: 3 clusters Score -2206303 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28269 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -2206312.500000 Penalty: 5090.697266
	Iteration 33Q: 3 clusters Score -2206312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28269 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -2206312.500000 Penalty: 5090.697266
	Iteration 34F: 3 clusters Score -2206312 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (528213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528213 members 
Entering Unmasked Estep 
Score: -41594056.000000 Penalty: 3267.959229
	Iteration 0F: 2 clusters Score -4.159406e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263624 members 
Mstep: Class 2 contains 264589 members 
Entering Unmasked Estep 
Score: -41236872.000000 Penalty: 6535.918457
	Iteration 0F: 3 clusters Score -4.123687e+07 nChanged 257964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249312 members 
Mstep: Class 2 contains 278901 members 
Entering Unmasked Estep 
Score: -41392284.000000 Penalty: 6535.918457
	Iteration 1F: 3 clusters Score -4.139228e+07 nChanged 14385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240393 members 
Mstep: Class 2 contains 287820 members 
Entering Unmasked Estep 
Score: -41395608.000000 Penalty: 6535.918457
	Iteration 2Q: 3 clusters Score -4.139561e+07 nChanged 18051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226358 members 
Mstep: Class 2 contains 301855 members 
Entering Unmasked Estep 
Score: -41401696.000000 Penalty: 6535.918457
	Iteration 3Q: 3 clusters Score -4.14017e+07 nChanged 24244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204760 members 
Mstep: Class 2 contains 323453 members 
Entering Unmasked Estep 
Score: -41412832.000000 Penalty: 6535.918457
	Iteration 4Q: 3 clusters Score -4.141283e+07 nChanged 32937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173357 members 
Mstep: Class 2 contains 354856 members 
Entering Unmasked Estep 
Score: -41434400.000000 Penalty: 6535.918457
	Iteration 5F: 3 clusters Score -4.14344e+07 nChanged 41742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132313 members 
Mstep: Class 2 contains 395900 members 
Entering Unmasked Estep 
Score: -41468744.000000 Penalty: 6535.918457
	Iteration 6F: 3 clusters Score -4.146874e+07 nChanged 45174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87421 members 
Mstep: Class 2 contains 440792 members 
Entering Unmasked Estep 
Score: -41510304.000000 Penalty: 6535.918457
	Iteration 7F: 3 clusters Score -4.15103e+07 nChanged 39198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48295 members 
Mstep: Class 2 contains 479918 members 
Entering Unmasked Estep 
Score: -41548164.000000 Penalty: 6535.918457
	Iteration 8F: 3 clusters Score -4.154816e+07 nChanged 25646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22659 members 
Mstep: Class 2 contains 505554 members 
Entering Unmasked Estep 
Score: -41572852.000000 Penalty: 6535.918457
	Iteration 9Q: 3 clusters Score -4.157285e+07 nChanged 13113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 518659 members 
Entering Unmasked Estep 
Score: -41584424.000000 Penalty: 6535.918457
	Iteration 10Q: 3 clusters Score -4.158442e+07 nChanged 5304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 523955 members 
Entering Unmasked Estep 
Score: -41589152.000000 Penalty: 6535.918457
	Iteration 11Q: 3 clusters Score -4.158915e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 525799 members 
Entering Unmasked Estep 
Score: -41591088.000000 Penalty: 6535.918457
	Iteration 12Q: 3 clusters Score -4.159109e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 526285 members 
Entering Unmasked Estep 
Score: -41591888.000000 Penalty: 6535.918457
	Iteration 13Q: 3 clusters Score -4.159189e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 526373 members 
Entering Unmasked Estep 
Score: -41592344.000000 Penalty: 6535.918457
	Iteration 14Q: 3 clusters Score -4.159234e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 526345 members 
Entering Unmasked Estep 
Score: -41592552.000000 Penalty: 6535.918457
	Iteration 15Q: 3 clusters Score -4.159255e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 526282 members 
Entering Unmasked Estep 
Score: -41592664.000000 Penalty: 6535.918457
	Iteration 16Q: 3 clusters Score -4.159266e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 526230 members 
Entering Unmasked Estep 
Score: -41592732.000000 Penalty: 6535.918457
	Iteration 17Q: 3 clusters Score -4.159273e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 526178 members 
Entering Unmasked Estep 
Score: -41592768.000000 Penalty: 6535.918457
	Iteration 18Q: 3 clusters Score -4.159277e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 526119 members 
Entering Unmasked Estep 
Score: -41592792.000000 Penalty: 6535.918457
	Iteration 19Q: 3 clusters Score -4.159279e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 526075 members 
Entering Unmasked Estep 
Score: -41592860.000000 Penalty: 6535.918457
	Iteration 20F: 3 clusters Score -4.159286e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 526040 members 
Entering Unmasked Estep 
Score: -41592924.000000 Penalty: 6535.918457
	Iteration 21Q: 3 clusters Score -4.159292e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 526003 members 
Entering Unmasked Estep 
Score: -41592936.000000 Penalty: 6535.918457
	Iteration 22Q: 3 clusters Score -4.159294e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 525987 members 
Entering Unmasked Estep 
Score: -41592932.000000 Penalty: 6535.918457
	Iteration 23Q: 3 clusters Score -4.159293e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 525974 members 
Entering Unmasked Estep 
Score: -41592924.000000 Penalty: 6535.918457
	Iteration 24Q: 3 clusters Score -4.159292e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 525956 members 
Entering Unmasked Estep 
Score: -41592924.000000 Penalty: 6535.918457
	Iteration 25Q: 3 clusters Score -4.159292e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 525939 members 
Entering Unmasked Estep 
Score: -41592940.000000 Penalty: 6535.918457
	Iteration 26Q: 3 clusters Score -4.159294e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 525921 members 
Entering Unmasked Estep 
Score: -41592904.000000 Penalty: 6535.918457
	Iteration 27Q: 3 clusters Score -4.15929e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 525903 members 
Entering Unmasked Estep 
Score: -41592916.000000 Penalty: 6535.918457
	Iteration 28Q: 3 clusters Score -4.159292e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 525885 members 
Entering Unmasked Estep 
Score: -41592928.000000 Penalty: 6535.918457
	Iteration 29Q: 3 clusters Score -4.159293e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 525882 members 
Entering Unmasked Estep 
Score: -41592944.000000 Penalty: 6535.918457
	Iteration 30Q: 3 clusters Score -4.159294e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 525883 members 
Entering Unmasked Estep 
Score: -41592960.000000 Penalty: 6535.918457
	Iteration 31Q: 3 clusters Score -4.159296e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 525879 members 
Entering Unmasked Estep 
Score: -41592976.000000 Penalty: 6535.918457
	Iteration 32Q: 3 clusters Score -4.159298e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 525877 members 
Entering Unmasked Estep 
Score: -41592980.000000 Penalty: 6535.918457
	Iteration 33Q: 3 clusters Score -4.159298e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 525874 members 
Entering Unmasked Estep 
Score: -41593008.000000 Penalty: 6535.918457
	Iteration 34Q: 3 clusters Score -4.159301e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 525868 members 
Entering Unmasked Estep 
Score: -41592992.000000 Penalty: 6535.918457
	Iteration 35Q: 3 clusters Score -4.159299e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 525861 members 
Entering Unmasked Estep 
Score: -41593016.000000 Penalty: 6535.918457
	Iteration 36Q: 3 clusters Score -4.159302e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 525843 members 
Entering Unmasked Estep 
Score: -41593028.000000 Penalty: 6535.918457
	Iteration 37Q: 3 clusters Score -4.159303e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 525826 members 
Entering Unmasked Estep 
Score: -41593016.000000 Penalty: 6535.918457
	Iteration 38Q: 3 clusters Score -4.159302e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 525814 members 
Entering Unmasked Estep 
Score: -41593060.000000 Penalty: 6535.918457
	Iteration 39Q: 3 clusters Score -4.159306e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 525812 members 
Entering Unmasked Estep 
Score: -41593036.000000 Penalty: 6535.918457
	Iteration 40F: 3 clusters Score -4.159304e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 525807 members 
Entering Unmasked Estep 
Score: -41593028.000000 Penalty: 6535.918457
	Iteration 41Q: 3 clusters Score -4.159303e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 525809 members 
Entering Unmasked Estep 
Score: -41593020.000000 Penalty: 6535.918457
	Iteration 42Q: 3 clusters Score -4.159302e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 525810 members 
Entering Unmasked Estep 
Score: -41593028.000000 Penalty: 6535.918457
	Iteration 43Q: 3 clusters Score -4.159303e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 525810 members 
Entering Unmasked Estep 
Score: -41593028.000000 Penalty: 6535.918457
	Iteration 44F: 3 clusters Score -4.159303e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (60600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60600 members 
Entering Unmasked Estep 
Score: -4743493.500000 Penalty: 2730.988525
	Iteration 0F: 2 clusters Score -4743494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30120 members 
Mstep: Class 2 contains 30480 members 
Entering Unmasked Estep 
Score: -4702767.000000 Penalty: 5461.977051
	Iteration 0F: 3 clusters Score -4702767 nChanged 28221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27671 members 
Mstep: Class 2 contains 32929 members 
Entering Unmasked Estep 
Score: -4718684.500000 Penalty: 5461.977051
	Iteration 1F: 3 clusters Score -4718684 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26367 members 
Mstep: Class 2 contains 34233 members 
Entering Unmasked Estep 
Score: -4719468.500000 Penalty: 5461.977051
	Iteration 2Q: 3 clusters Score -4719468 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24466 members 
Mstep: Class 2 contains 36134 members 
Entering Unmasked Estep 
Score: -4720434.000000 Penalty: 5461.977051
	Iteration 3Q: 3 clusters Score -4720434 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21711 members 
Mstep: Class 2 contains 38889 members 
Entering Unmasked Estep 
Score: -4721945.000000 Penalty: 5461.977051
	Iteration 4F: 3 clusters Score -4721945 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18037 members 
Mstep: Class 2 contains 42563 members 
Entering Unmasked Estep 
Score: -4724396.500000 Penalty: 5461.977051
	Iteration 5F: 3 clusters Score -4724396 nChanged 4692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 47153 members 
Entering Unmasked Estep 
Score: -4728141.000000 Penalty: 5461.977051
	Iteration 6F: 3 clusters Score -4728141 nChanged 4920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 52021 members 
Entering Unmasked Estep 
Score: -4732811.000000 Penalty: 5461.977051
	Iteration 7F: 3 clusters Score -4732811 nChanged 4173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 56172 members 
Entering Unmasked Estep 
Score: -4737024.500000 Penalty: 5461.977051
	Iteration 8F: 3 clusters Score -4737024 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 58646 members 
Entering Unmasked Estep 
Score: -4739500.000000 Penalty: 5461.977051
	Iteration 9Q: 3 clusters Score -4739500 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 59712 members 
Entering Unmasked Estep 
Score: -4740526.500000 Penalty: 5461.977051
	Iteration 10Q: 3 clusters Score -4740526 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 60066 members 
Entering Unmasked Estep 
Score: -4740914.000000 Penalty: 5461.977051
	Iteration 11Q: 3 clusters Score -4740914 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 60159 members 
Entering Unmasked Estep 
Score: -4741050.000000 Penalty: 5461.977051
	Iteration 12Q: 3 clusters Score -4741050 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 60203 members 
Entering Unmasked Estep 
Score: -4741124.500000 Penalty: 5461.977051
	Iteration 13Q: 3 clusters Score -4741124 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 60224 members 
Entering Unmasked Estep 
Score: -4741158.000000 Penalty: 5461.977051
	Iteration 14Q: 3 clusters Score -4741158 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 60239 members 
Entering Unmasked Estep 
Score: -4741181.500000 Penalty: 5461.977051
	Iteration 15Q: 3 clusters Score -4741182 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 60243 members 
Entering Unmasked Estep 
Score: -4741200.500000 Penalty: 5461.977051
	Iteration 16Q: 3 clusters Score -4741200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 60246 members 
Entering Unmasked Estep 
Score: -4741207.000000 Penalty: 5461.977051
	Iteration 17Q: 3 clusters Score -4741207 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 60248 members 
Entering Unmasked Estep 
Score: -4741214.500000 Penalty: 5461.977051
	Iteration 18Q: 3 clusters Score -4741214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 60251 members 
Entering Unmasked Estep 
Score: -4741212.500000 Penalty: 5461.977051
	Iteration 19Q: 3 clusters Score -4741212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 60257 members 
Entering Unmasked Estep 
Score: -4741225.000000 Penalty: 5461.977051
	Iteration 20F: 3 clusters Score -4741225 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 60259 members 
Entering Unmasked Estep 
Score: -4741227.500000 Penalty: 5461.977051
	Iteration 21Q: 3 clusters Score -4741228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 60257 members 
Entering Unmasked Estep 
Score: -4741226.000000 Penalty: 5461.977051
	Iteration 22Q: 3 clusters Score -4741226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 60256 members 
Entering Unmasked Estep 
Score: -4741227.000000 Penalty: 5461.977051
	Iteration 23Q: 3 clusters Score -4741227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 60259 members 
Entering Unmasked Estep 
Score: -4741235.000000 Penalty: 5461.977051
	Iteration 24Q: 3 clusters Score -4741235 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 60261 members 
Entering Unmasked Estep 
Score: -4741245.500000 Penalty: 5461.977051
	Iteration 25Q: 3 clusters Score -4741246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 60262 members 
Entering Unmasked Estep 
Score: -4741245.500000 Penalty: 5461.977051
	Iteration 26Q: 3 clusters Score -4741246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 60263 members 
Entering Unmasked Estep 
Score: -4741247.500000 Penalty: 5461.977051
	Iteration 27Q: 3 clusters Score -4741248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 60266 members 
Entering Unmasked Estep 
Score: -4741250.000000 Penalty: 5461.977051
	Iteration 28Q: 3 clusters Score -4741250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 60267 members 
Entering Unmasked Estep 
Score: -4741247.000000 Penalty: 5461.977051
	Iteration 29Q: 3 clusters Score -4741247 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 60267 members 
Entering Unmasked Estep 
Score: -4741247.000000 Penalty: 5461.977051
	Iteration 30F: 3 clusters Score -4741247 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Entering Unmasked Estep 
Score: -517925.500000 Penalty: 2189.611816
	Iteration 0F: 2 clusters Score -517925.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -512238.281250 Penalty: 4379.223633
	Iteration 0F: 3 clusters Score -512238.3 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -513795.156250 Penalty: 4379.223633
	Iteration 1F: 3 clusters Score -513795.2 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -514030.375000 Penalty: 4379.223633
	Iteration 2F: 3 clusters Score -514030.4 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -514167.906250 Penalty: 4379.223633
	Iteration 3Q: 3 clusters Score -514167.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -514268.281250 Penalty: 4379.223633
	Iteration 4Q: 3 clusters Score -514268.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -514354.968750 Penalty: 4379.223633
	Iteration 5Q: 3 clusters Score -514355 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -514430.031250 Penalty: 4379.223633
	Iteration 6Q: 3 clusters Score -514430 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -514505.437500 Penalty: 4379.223633
	Iteration 7Q: 3 clusters Score -514505.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -514590.500000 Penalty: 4379.223633
	Iteration 8Q: 3 clusters Score -514590.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -514682.812500 Penalty: 4379.223633
	Iteration 9Q: 3 clusters Score -514682.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -514752.968750 Penalty: 4379.223633
	Iteration 10Q: 3 clusters Score -514753 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -514807.437500 Penalty: 4379.223633
	Iteration 11Q: 3 clusters Score -514807.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -514860.500000 Penalty: 4379.223633
	Iteration 12Q: 3 clusters Score -514860.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -514914.718750 Penalty: 4379.223633
	Iteration 13Q: 3 clusters Score -514914.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -514968.843750 Penalty: 4379.223633
	Iteration 14Q: 3 clusters Score -514968.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -515026.250000 Penalty: 4379.223633
	Iteration 15Q: 3 clusters Score -515026.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -515092.062500 Penalty: 4379.223633
	Iteration 16Q: 3 clusters Score -515092.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -515165.250000 Penalty: 4379.223633
	Iteration 17Q: 3 clusters Score -515165.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -515257.062500 Penalty: 4379.223633
	Iteration 18Q: 3 clusters Score -515257.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -515359.187500 Penalty: 4379.223633
	Iteration 19Q: 3 clusters Score -515359.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -515460.937500 Penalty: 4379.223633
	Iteration 20F: 3 clusters Score -515460.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -515576.125000 Penalty: 4379.223633
	Iteration 21Q: 3 clusters Score -515576.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -515689.187500 Penalty: 4379.223633
	Iteration 22Q: 3 clusters Score -515689.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -515793.312500 Penalty: 4379.223633
	Iteration 23Q: 3 clusters Score -515793.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -515913.468750 Penalty: 4379.223633
	Iteration 24Q: 3 clusters Score -515913.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -516017.937500 Penalty: 4379.223633
	Iteration 25Q: 3 clusters Score -516017.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -516124.187500 Penalty: 4379.223633
	Iteration 26Q: 3 clusters Score -516124.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -516231.250000 Penalty: 4379.223633
	Iteration 27Q: 3 clusters Score -516231.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -516340.687500 Penalty: 4379.223633
	Iteration 28Q: 3 clusters Score -516340.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -516432.218750 Penalty: 4379.223633
	Iteration 29Q: 3 clusters Score -516432.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -516513.906250 Penalty: 4379.223633
	Iteration 30Q: 3 clusters Score -516513.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -516571.343750 Penalty: 4379.223633
	Iteration 31Q: 3 clusters Score -516571.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -516598.593750 Penalty: 4379.223633
	Iteration 32Q: 3 clusters Score -516598.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -516615.906250 Penalty: 4379.223633
	Iteration 33Q: 3 clusters Score -516615.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -516623.437500 Penalty: 4379.223633
	Iteration 34Q: 3 clusters Score -516623.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -516627.625000 Penalty: 4379.223633
	Iteration 35Q: 3 clusters Score -516627.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -516630.000000 Penalty: 4379.223633
	Iteration 36Q: 3 clusters Score -516630 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -516633.968750 Penalty: 4379.223633
	Iteration 37Q: 3 clusters Score -516634 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -516636.437500 Penalty: 4379.223633
	Iteration 38Q: 3 clusters Score -516636.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -516638.375000 Penalty: 4379.223633
	Iteration 39Q: 3 clusters Score -516638.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -516639.031250 Penalty: 4379.223633
	Iteration 40F: 3 clusters Score -516639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -516639.437500 Penalty: 4379.223633
	Iteration 41Q: 3 clusters Score -516639.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -516638.906250 Penalty: 4379.223633
	Iteration 42Q: 3 clusters Score -516638.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -516640.375000 Penalty: 4379.223633
	Iteration 43Q: 3 clusters Score -516640.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -516640.375000 Penalty: 4379.223633
	Iteration 44F: 3 clusters Score -516640.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Entering Unmasked Estep 
Score: -258851.625000 Penalty: 2020.886230
	Iteration 0F: 2 clusters Score -258851.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -255296.250000 Penalty: 4041.772461
	Iteration 0F: 3 clusters Score -255296.2 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -256142.218750 Penalty: 4041.772461
	Iteration 1F: 3 clusters Score -256142.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -256382.656250 Penalty: 4041.772461
	Iteration 2F: 3 clusters Score -256382.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -256513.593750 Penalty: 4041.772461
	Iteration 3F: 3 clusters Score -256513.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -256617.375000 Penalty: 4041.772461
	Iteration 4Q: 3 clusters Score -256617.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -256708.000000 Penalty: 4041.772461
	Iteration 5Q: 3 clusters Score -256708 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -256786.312500 Penalty: 4041.772461
	Iteration 6Q: 3 clusters Score -256786.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -256860.734375 Penalty: 4041.772461
	Iteration 7Q: 3 clusters Score -256860.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -256913.015625 Penalty: 4041.772461
	Iteration 8Q: 3 clusters Score -256913 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -256947.375000 Penalty: 4041.772461
	Iteration 9Q: 3 clusters Score -256947.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -256979.875000 Penalty: 4041.772461
	Iteration 10Q: 3 clusters Score -256979.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -257013.828125 Penalty: 4041.772461
	Iteration 11Q: 3 clusters Score -257013.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -257050.468750 Penalty: 4041.772461
	Iteration 12Q: 3 clusters Score -257050.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -257079.671875 Penalty: 4041.772461
	Iteration 13Q: 3 clusters Score -257079.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -257120.375000 Penalty: 4041.772461
	Iteration 14Q: 3 clusters Score -257120.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -257164.828125 Penalty: 4041.772461
	Iteration 15Q: 3 clusters Score -257164.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -257199.703125 Penalty: 4041.772461
	Iteration 16Q: 3 clusters Score -257199.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -257235.625000 Penalty: 4041.772461
	Iteration 17Q: 3 clusters Score -257235.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -257262.796875 Penalty: 4041.772461
	Iteration 18Q: 3 clusters Score -257262.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -257287.000000 Penalty: 4041.772461
	Iteration 19Q: 3 clusters Score -257287 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -257302.578125 Penalty: 4041.772461
	Iteration 20F: 3 clusters Score -257302.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -257310.296875 Penalty: 4041.772461
	Iteration 21Q: 3 clusters Score -257310.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -257315.640625 Penalty: 4041.772461
	Iteration 22Q: 3 clusters Score -257315.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -257319.953125 Penalty: 4041.772461
	Iteration 23Q: 3 clusters Score -257320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -257324.343750 Penalty: 4041.772461
	Iteration 24Q: 3 clusters Score -257324.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -257328.203125 Penalty: 4041.772461
	Iteration 25Q: 3 clusters Score -257328.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -257330.906250 Penalty: 4041.772461
	Iteration 26Q: 3 clusters Score -257330.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -257332.843750 Penalty: 4041.772461
	Iteration 27Q: 3 clusters Score -257332.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -257334.015625 Penalty: 4041.772461
	Iteration 28Q: 3 clusters Score -257334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -257335.078125 Penalty: 4041.772461
	Iteration 29Q: 3 clusters Score -257335.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -257335.078125 Penalty: 4041.772461
	Iteration 30F: 3 clusters Score -257335.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (69757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69757 members 
Entering Unmasked Estep 
Score: -5659661.000000 Penalty: 2765.887695
	Iteration 0F: 2 clusters Score -5659661 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34801 members 
Mstep: Class 2 contains 34956 members 
Entering Unmasked Estep 
Score: -5612853.000000 Penalty: 5531.775391
	Iteration 0F: 3 clusters Score -5612853 nChanged 32611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34268 members 
Mstep: Class 2 contains 35489 members 
Entering Unmasked Estep 
Score: -5631572.000000 Penalty: 5531.775391
	Iteration 1F: 3 clusters Score -5631572 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34105 members 
Mstep: Class 2 contains 35652 members 
Entering Unmasked Estep 
Score: -5632703.000000 Penalty: 5531.775391
	Iteration 2Q: 3 clusters Score -5632703 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33919 members 
Mstep: Class 2 contains 35838 members 
Entering Unmasked Estep 
Score: -5634327.000000 Penalty: 5531.775391
	Iteration 3Q: 3 clusters Score -5634327 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33684 members 
Mstep: Class 2 contains 36073 members 
Entering Unmasked Estep 
Score: -5636613.000000 Penalty: 5531.775391
	Iteration 4F: 3 clusters Score -5636613 nChanged 4422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33290 members 
Mstep: Class 2 contains 36467 members 
Entering Unmasked Estep 
Score: -5639696.000000 Penalty: 5531.775391
	Iteration 5F: 3 clusters Score -5639696 nChanged 4888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32766 members 
Mstep: Class 2 contains 36991 members 
Entering Unmasked Estep 
Score: -5643529.000000 Penalty: 5531.775391
	Iteration 6F: 3 clusters Score -5643529 nChanged 5018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31910 members 
Mstep: Class 2 contains 37847 members 
Entering Unmasked Estep 
Score: -5647596.000000 Penalty: 5531.775391
	Iteration 7F: 3 clusters Score -5647596 nChanged 4524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30834 members 
Mstep: Class 2 contains 38923 members 
Entering Unmasked Estep 
Score: -5650698.500000 Penalty: 5531.775391
	Iteration 8F: 3 clusters Score -5650698 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29722 members 
Mstep: Class 2 contains 40035 members 
Entering Unmasked Estep 
Score: -5652202.500000 Penalty: 5531.775391
	Iteration 9Q: 3 clusters Score -5652202 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28683 members 
Mstep: Class 2 contains 41074 members 
Entering Unmasked Estep 
Score: -5652943.000000 Penalty: 5531.775391
	Iteration 10Q: 3 clusters Score -5652943 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27757 members 
Mstep: Class 2 contains 42000 members 
Entering Unmasked Estep 
Score: -5653352.500000 Penalty: 5531.775391
	Iteration 11Q: 3 clusters Score -5653352 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26952 members 
Mstep: Class 2 contains 42805 members 
Entering Unmasked Estep 
Score: -5653587.500000 Penalty: 5531.775391
	Iteration 12Q: 3 clusters Score -5653588 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26251 members 
Mstep: Class 2 contains 43506 members 
Entering Unmasked Estep 
Score: -5653840.500000 Penalty: 5531.775391
	Iteration 13Q: 3 clusters Score -5653840 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25589 members 
Mstep: Class 2 contains 44168 members 
Entering Unmasked Estep 
Score: -5653980.500000 Penalty: 5531.775391
	Iteration 14Q: 3 clusters Score -5653980 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24985 members 
Mstep: Class 2 contains 44772 members 
Entering Unmasked Estep 
Score: -5654119.000000 Penalty: 5531.775391
	Iteration 15Q: 3 clusters Score -5654119 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24407 members 
Mstep: Class 2 contains 45350 members 
Entering Unmasked Estep 
Score: -5654265.000000 Penalty: 5531.775391
	Iteration 16Q: 3 clusters Score -5654265 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23812 members 
Mstep: Class 2 contains 45945 members 
Entering Unmasked Estep 
Score: -5654346.500000 Penalty: 5531.775391
	Iteration 17Q: 3 clusters Score -5654346 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23238 members 
Mstep: Class 2 contains 46519 members 
Entering Unmasked Estep 
Score: -5654400.000000 Penalty: 5531.775391
	Iteration 18Q: 3 clusters Score -5654400 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22668 members 
Mstep: Class 2 contains 47089 members 
Entering Unmasked Estep 
Score: -5654531.500000 Penalty: 5531.775391
	Iteration 19Q: 3 clusters Score -5654532 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22111 members 
Mstep: Class 2 contains 47646 members 
Entering Unmasked Estep 
Score: -5654593.500000 Penalty: 5531.775391
	Iteration 20F: 3 clusters Score -5654594 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21551 members 
Mstep: Class 2 contains 48206 members 
Entering Unmasked Estep 
Score: -5654657.500000 Penalty: 5531.775391
	Iteration 21Q: 3 clusters Score -5654658 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21019 members 
Mstep: Class 2 contains 48738 members 
Entering Unmasked Estep 
Score: -5654773.000000 Penalty: 5531.775391
	Iteration 22Q: 3 clusters Score -5654773 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20553 members 
Mstep: Class 2 contains 49204 members 
Entering Unmasked Estep 
Score: -5654858.000000 Penalty: 5531.775391
	Iteration 23Q: 3 clusters Score -5654858 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20090 members 
Mstep: Class 2 contains 49667 members 
Entering Unmasked Estep 
Score: -5654949.500000 Penalty: 5531.775391
	Iteration 24Q: 3 clusters Score -5654950 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19617 members 
Mstep: Class 2 contains 50140 members 
Entering Unmasked Estep 
Score: -5655002.000000 Penalty: 5531.775391
	Iteration 25Q: 3 clusters Score -5655002 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19154 members 
Mstep: Class 2 contains 50603 members 
Entering Unmasked Estep 
Score: -5655076.500000 Penalty: 5531.775391
	Iteration 26Q: 3 clusters Score -5655076 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18678 members 
Mstep: Class 2 contains 51079 members 
Entering Unmasked Estep 
Score: -5655124.500000 Penalty: 5531.775391
	Iteration 27Q: 3 clusters Score -5655124 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18211 members 
Mstep: Class 2 contains 51546 members 
Entering Unmasked Estep 
Score: -5655214.000000 Penalty: 5531.775391
	Iteration 28Q: 3 clusters Score -5655214 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 52013 members 
Entering Unmasked Estep 
Score: -5655304.000000 Penalty: 5531.775391
	Iteration 29Q: 3 clusters Score -5655304 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17273 members 
Mstep: Class 2 contains 52484 members 
Entering Unmasked Estep 
Score: -5655391.500000 Penalty: 5531.775391
	Iteration 30Q: 3 clusters Score -5655392 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16828 members 
Mstep: Class 2 contains 52929 members 
Entering Unmasked Estep 
Score: -5655467.000000 Penalty: 5531.775391
	Iteration 31Q: 3 clusters Score -5655467 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 53350 members 
Entering Unmasked Estep 
Score: -5655529.500000 Penalty: 5531.775391
	Iteration 32Q: 3 clusters Score -5655530 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 53776 members 
Entering Unmasked Estep 
Score: -5655605.500000 Penalty: 5531.775391
	Iteration 33Q: 3 clusters Score -5655606 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15552 members 
Mstep: Class 2 contains 54205 members 
Entering Unmasked Estep 
Score: -5655674.500000 Penalty: 5531.775391
	Iteration 34Q: 3 clusters Score -5655674 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 54611 members 
Entering Unmasked Estep 
Score: -5655706.500000 Penalty: 5531.775391
	Iteration 35Q: 3 clusters Score -5655706 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 54983 members 
Entering Unmasked Estep 
Score: -5655749.500000 Penalty: 5531.775391
	Iteration 36Q: 3 clusters Score -5655750 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 55362 members 
Entering Unmasked Estep 
Score: -5655823.500000 Penalty: 5531.775391
	Iteration 37Q: 3 clusters Score -5655824 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 55749 members 
Entering Unmasked Estep 
Score: -5655882.500000 Penalty: 5531.775391
	Iteration 38Q: 3 clusters Score -5655882 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 56106 members 
Entering Unmasked Estep 
Score: -5655943.000000 Penalty: 5531.775391
	Iteration 39Q: 3 clusters Score -5655943 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 56483 members 
Entering Unmasked Estep 
Score: -5656025.000000 Penalty: 5531.775391
	Iteration 40F: 3 clusters Score -5656025 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 56855 members 
Entering Unmasked Estep 
Score: -5656093.500000 Penalty: 5531.775391
	Iteration 41Q: 3 clusters Score -5656094 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 57226 members 
Entering Unmasked Estep 
Score: -5656140.500000 Penalty: 5531.775391
	Iteration 42Q: 3 clusters Score -5656140 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 57575 members 
Entering Unmasked Estep 
Score: -5656209.000000 Penalty: 5531.775391
	Iteration 43Q: 3 clusters Score -5656209 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 57939 members 
Entering Unmasked Estep 
Score: -5656270.500000 Penalty: 5531.775391
	Iteration 44Q: 3 clusters Score -5656270 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 58306 members 
Entering Unmasked Estep 
Score: -5656325.000000 Penalty: 5531.775391
	Iteration 45Q: 3 clusters Score -5656325 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 58672 members 
Entering Unmasked Estep 
Score: -5656401.000000 Penalty: 5531.775391
	Iteration 46Q: 3 clusters Score -5656401 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 59000 members 
Entering Unmasked Estep 
Score: -5656453.000000 Penalty: 5531.775391
	Iteration 47Q: 3 clusters Score -5656453 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 59303 members 
Entering Unmasked Estep 
Score: -5656525.500000 Penalty: 5531.775391
	Iteration 48Q: 3 clusters Score -5656526 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 59596 members 
Entering Unmasked Estep 
Score: -5656564.000000 Penalty: 5531.775391
	Iteration 49Q: 3 clusters Score -5656564 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 59838 members 
Entering Unmasked Estep 
Score: -5656590.500000 Penalty: 5531.775391
	Iteration 50Q: 3 clusters Score -5656590 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 60077 members 
Entering Unmasked Estep 
Score: -5656633.000000 Penalty: 5531.775391
	Iteration 51Q: 3 clusters Score -5656633 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 60315 members 
Entering Unmasked Estep 
Score: -5656682.000000 Penalty: 5531.775391
	Iteration 52Q: 3 clusters Score -5656682 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 60572 members 
Entering Unmasked Estep 
Score: -5656727.500000 Penalty: 5531.775391
	Iteration 53Q: 3 clusters Score -5656728 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 60826 members 
Entering Unmasked Estep 
Score: -5656774.000000 Penalty: 5531.775391
	Iteration 54Q: 3 clusters Score -5656774 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 61105 members 
Entering Unmasked Estep 
Score: -5656813.000000 Penalty: 5531.775391
	Iteration 55Q: 3 clusters Score -5656813 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 61372 members 
Entering Unmasked Estep 
Score: -5656875.000000 Penalty: 5531.775391
	Iteration 56Q: 3 clusters Score -5656875 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 61631 members 
Entering Unmasked Estep 
Score: -5656932.500000 Penalty: 5531.775391
	Iteration 57Q: 3 clusters Score -5656932 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 61920 members 
Entering Unmasked Estep 
Score: -5656992.500000 Penalty: 5531.775391
	Iteration 58Q: 3 clusters Score -5656992 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 62186 members 
Entering Unmasked Estep 
Score: -5657027.000000 Penalty: 5531.775391
	Iteration 59Q: 3 clusters Score -5657027 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 62414 members 
Entering Unmasked Estep 
Score: -5657058.000000 Penalty: 5531.775391
	Iteration 60F: 3 clusters Score -5657058 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 62601 members 
Entering Unmasked Estep 
Score: -5657087.000000 Penalty: 5531.775391
	Iteration 61Q: 3 clusters Score -5657087 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 62785 members 
Entering Unmasked Estep 
Score: -5657118.500000 Penalty: 5531.775391
	Iteration 62Q: 3 clusters Score -5657118 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 62950 members 
Entering Unmasked Estep 
Score: -5657153.000000 Penalty: 5531.775391
	Iteration 63Q: 3 clusters Score -5657153 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 63112 members 
Entering Unmasked Estep 
Score: -5657165.500000 Penalty: 5531.775391
	Iteration 64Q: 3 clusters Score -5657166 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 63262 members 
Entering Unmasked Estep 
Score: -5657183.000000 Penalty: 5531.775391
	Iteration 65Q: 3 clusters Score -5657183 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 63425 members 
Entering Unmasked Estep 
Score: -5657214.500000 Penalty: 5531.775391
	Iteration 66Q: 3 clusters Score -5657214 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 63579 members 
Entering Unmasked Estep 
Score: -5657253.500000 Penalty: 5531.775391
	Iteration 67Q: 3 clusters Score -5657254 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 63700 members 
Entering Unmasked Estep 
Score: -5657252.000000 Penalty: 5531.775391
	Iteration 68Q: 3 clusters Score -5657252 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 63792 members 
Entering Unmasked Estep 
Score: -5657259.000000 Penalty: 5531.775391
	Iteration 69Q: 3 clusters Score -5657259 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 63883 members 
Entering Unmasked Estep 
Score: -5657258.000000 Penalty: 5531.775391
	Iteration 70Q: 3 clusters Score -5657258 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 63973 members 
Entering Unmasked Estep 
Score: -5657266.500000 Penalty: 5531.775391
	Iteration 71Q: 3 clusters Score -5657266 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 64085 members 
Entering Unmasked Estep 
Score: -5657282.500000 Penalty: 5531.775391
	Iteration 72Q: 3 clusters Score -5657282 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 64213 members 
Entering Unmasked Estep 
Score: -5657313.000000 Penalty: 5531.775391
	Iteration 73Q: 3 clusters Score -5657313 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 64321 members 
Entering Unmasked Estep 
Score: -5657317.500000 Penalty: 5531.775391
	Iteration 74Q: 3 clusters Score -5657318 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 64428 members 
Entering Unmasked Estep 
Score: -5657324.000000 Penalty: 5531.775391
	Iteration 75Q: 3 clusters Score -5657324 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 64534 members 
Entering Unmasked Estep 
Score: -5657339.000000 Penalty: 5531.775391
	Iteration 76Q: 3 clusters Score -5657339 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 64628 members 
Entering Unmasked Estep 
Score: -5657371.500000 Penalty: 5531.775391
	Iteration 77Q: 3 clusters Score -5657372 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 64710 members 
Entering Unmasked Estep 
Score: -5657369.500000 Penalty: 5531.775391
	Iteration 78Q: 3 clusters Score -5657370 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 64790 members 
Entering Unmasked Estep 
Score: -5657394.000000 Penalty: 5531.775391
	Iteration 79Q: 3 clusters Score -5657394 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 64851 members 
Entering Unmasked Estep 
Score: -5657402.000000 Penalty: 5531.775391
	Iteration 80F: 3 clusters Score -5657402 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 64896 members 
Entering Unmasked Estep 
Score: -5657430.000000 Penalty: 5531.775391
	Iteration 81Q: 3 clusters Score -5657430 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 64939 members 
Entering Unmasked Estep 
Score: -5657431.500000 Penalty: 5531.775391
	Iteration 82Q: 3 clusters Score -5657432 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 64981 members 
Entering Unmasked Estep 
Score: -5657430.500000 Penalty: 5531.775391
	Iteration 83Q: 3 clusters Score -5657430 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 65024 members 
Entering Unmasked Estep 
Score: -5657433.000000 Penalty: 5531.775391
	Iteration 84Q: 3 clusters Score -5657433 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 65066 members 
Entering Unmasked Estep 
Score: -5657448.000000 Penalty: 5531.775391
	Iteration 85Q: 3 clusters Score -5657448 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 65100 members 
Entering Unmasked Estep 
Score: -5657455.000000 Penalty: 5531.775391
	Iteration 86Q: 3 clusters Score -5657455 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 65132 members 
Entering Unmasked Estep 
Score: -5657457.000000 Penalty: 5531.775391
	Iteration 87Q: 3 clusters Score -5657457 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 65167 members 
Entering Unmasked Estep 
Score: -5657464.500000 Penalty: 5531.775391
	Iteration 88Q: 3 clusters Score -5657464 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 65192 members 
Entering Unmasked Estep 
Score: -5657461.500000 Penalty: 5531.775391
	Iteration 89Q: 3 clusters Score -5657462 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 65219 members 
Entering Unmasked Estep 
Score: -5657460.000000 Penalty: 5531.775391
	Iteration 90Q: 3 clusters Score -5657460 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 65246 members 
Entering Unmasked Estep 
Score: -5657474.000000 Penalty: 5531.775391
	Iteration 91Q: 3 clusters Score -5657474 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 65279 members 
Entering Unmasked Estep 
Score: -5657461.500000 Penalty: 5531.775391
	Iteration 92Q: 3 clusters Score -5657462 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 65307 members 
Entering Unmasked Estep 
Score: -5657468.500000 Penalty: 5531.775391
	Iteration 93Q: 3 clusters Score -5657468 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 65339 members 
Entering Unmasked Estep 
Score: -5657471.000000 Penalty: 5531.775391
	Iteration 94Q: 3 clusters Score -5657471 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 65371 members 
Entering Unmasked Estep 
Score: -5657482.500000 Penalty: 5531.775391
	Iteration 95Q: 3 clusters Score -5657482 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 65398 members 
Entering Unmasked Estep 
Score: -5657484.000000 Penalty: 5531.775391
	Iteration 96Q: 3 clusters Score -5657484 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 65424 members 
Entering Unmasked Estep 
Score: -5657504.000000 Penalty: 5531.775391
	Iteration 97Q: 3 clusters Score -5657504 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 65441 members 
Entering Unmasked Estep 
Score: -5657494.500000 Penalty: 5531.775391
	Iteration 98Q: 3 clusters Score -5657494 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 65460 members 
Entering Unmasked Estep 
Score: -5657506.500000 Penalty: 5531.775391
	Iteration 99Q: 3 clusters Score -5657506 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 65478 members 
Entering Unmasked Estep 
Score: -5657506.500000 Penalty: 5531.775391
	Iteration 100F: 3 clusters Score -5657506 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 65496 members 
Entering Unmasked Estep 
Score: -5657501.000000 Penalty: 5531.775391
	Iteration 101Q: 3 clusters Score -5657501 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 65512 members 
Entering Unmasked Estep 
Score: -5657498.000000 Penalty: 5531.775391
	Iteration 102Q: 3 clusters Score -5657498 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 65524 members 
Entering Unmasked Estep 
Score: -5657507.000000 Penalty: 5531.775391
	Iteration 103Q: 3 clusters Score -5657507 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 65541 members 
Entering Unmasked Estep 
Score: -5657508.000000 Penalty: 5531.775391
	Iteration 104Q: 3 clusters Score -5657508 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 65556 members 
Entering Unmasked Estep 
Score: -5657511.000000 Penalty: 5531.775391
	Iteration 105Q: 3 clusters Score -5657511 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 65567 members 
Entering Unmasked Estep 
Score: -5657518.000000 Penalty: 5531.775391
	Iteration 106Q: 3 clusters Score -5657518 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 65580 members 
Entering Unmasked Estep 
Score: -5657507.500000 Penalty: 5531.775391
	Iteration 107Q: 3 clusters Score -5657508 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 65592 members 
Entering Unmasked Estep 
Score: -5657514.000000 Penalty: 5531.775391
	Iteration 108Q: 3 clusters Score -5657514 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 65608 members 
Entering Unmasked Estep 
Score: -5657517.000000 Penalty: 5531.775391
	Iteration 109Q: 3 clusters Score -5657517 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 65623 members 
Entering Unmasked Estep 
Score: -5657521.000000 Penalty: 5531.775391
	Iteration 110Q: 3 clusters Score -5657521 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 65637 members 
Entering Unmasked Estep 
Score: -5657523.000000 Penalty: 5531.775391
	Iteration 111Q: 3 clusters Score -5657523 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 65652 members 
Entering Unmasked Estep 
Score: -5657512.000000 Penalty: 5531.775391
	Iteration 112Q: 3 clusters Score -5657512 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 65662 members 
Entering Unmasked Estep 
Score: -5657515.000000 Penalty: 5531.775391
	Iteration 113Q: 3 clusters Score -5657515 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 65668 members 
Entering Unmasked Estep 
Score: -5657516.500000 Penalty: 5531.775391
	Iteration 114Q: 3 clusters Score -5657516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 65676 members 
Entering Unmasked Estep 
Score: -5657512.500000 Penalty: 5531.775391
	Iteration 115Q: 3 clusters Score -5657512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 65683 members 
Entering Unmasked Estep 
Score: -5657506.500000 Penalty: 5531.775391
	Iteration 116Q: 3 clusters Score -5657506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 65692 members 
Entering Unmasked Estep 
Score: -5657507.500000 Penalty: 5531.775391
	Iteration 117Q: 3 clusters Score -5657508 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 65703 members 
Entering Unmasked Estep 
Score: -5657505.500000 Penalty: 5531.775391
	Iteration 118Q: 3 clusters Score -5657506 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 65713 members 
Entering Unmasked Estep 
Score: -5657512.000000 Penalty: 5531.775391
	Iteration 119Q: 3 clusters Score -5657512 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 65725 members 
Entering Unmasked Estep 
Score: -5657510.500000 Penalty: 5531.775391
	Iteration 120F: 3 clusters Score -5657510 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 65737 members 
Entering Unmasked Estep 
Score: -5657507.500000 Penalty: 5531.775391
	Iteration 121Q: 3 clusters Score -5657508 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 65754 members 
Entering Unmasked Estep 
Score: -5657513.500000 Penalty: 5531.775391
	Iteration 122Q: 3 clusters Score -5657514 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 65765 members 
Entering Unmasked Estep 
Score: -5657522.500000 Penalty: 5531.775391
	Iteration 123Q: 3 clusters Score -5657522 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 65776 members 
Entering Unmasked Estep 
Score: -5657519.500000 Penalty: 5531.775391
	Iteration 124Q: 3 clusters Score -5657520 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 65787 members 
Entering Unmasked Estep 
Score: -5657517.500000 Penalty: 5531.775391
	Iteration 125Q: 3 clusters Score -5657518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 65797 members 
Entering Unmasked Estep 
Score: -5657530.500000 Penalty: 5531.775391
	Iteration 126Q: 3 clusters Score -5657530 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 65811 members 
Entering Unmasked Estep 
Score: -5657521.500000 Penalty: 5531.775391
	Iteration 127Q: 3 clusters Score -5657522 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 65823 members 
Entering Unmasked Estep 
Score: -5657523.000000 Penalty: 5531.775391
	Iteration 128Q: 3 clusters Score -5657523 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 65835 members 
Entering Unmasked Estep 
Score: -5657525.500000 Penalty: 5531.775391
	Iteration 129Q: 3 clusters Score -5657526 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 65847 members 
Entering Unmasked Estep 
Score: -5657517.500000 Penalty: 5531.775391
	Iteration 130Q: 3 clusters Score -5657518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 65855 members 
Entering Unmasked Estep 
Score: -5657518.500000 Penalty: 5531.775391
	Iteration 131Q: 3 clusters Score -5657518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 65859 members 
Entering Unmasked Estep 
Score: -5657519.000000 Penalty: 5531.775391
	Iteration 132Q: 3 clusters Score -5657519 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 65863 members 
Entering Unmasked Estep 
Score: -5657513.500000 Penalty: 5531.775391
	Iteration 133Q: 3 clusters Score -5657514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 65868 members 
Entering Unmasked Estep 
Score: -5657516.500000 Penalty: 5531.775391
	Iteration 134Q: 3 clusters Score -5657516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 65869 members 
Entering Unmasked Estep 
Score: -5657519.000000 Penalty: 5531.775391
	Iteration 135Q: 3 clusters Score -5657519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 65870 members 
Entering Unmasked Estep 
Score: -5657521.000000 Penalty: 5531.775391
	Iteration 136Q: 3 clusters Score -5657521 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 65871 members 
Entering Unmasked Estep 
Score: -5657519.500000 Penalty: 5531.775391
	Iteration 137Q: 3 clusters Score -5657520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 65875 members 
Entering Unmasked Estep 
Score: -5657529.000000 Penalty: 5531.775391
	Iteration 138Q: 3 clusters Score -5657529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 65876 members 
Entering Unmasked Estep 
Score: -5657525.000000 Penalty: 5531.775391
	Iteration 139Q: 3 clusters Score -5657525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 65877 members 
Entering Unmasked Estep 
Score: -5657525.500000 Penalty: 5531.775391
	Iteration 140F: 3 clusters Score -5657526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 65879 members 
Entering Unmasked Estep 
Score: -5657521.000000 Penalty: 5531.775391
	Iteration 141Q: 3 clusters Score -5657521 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 65879 members 
Entering Unmasked Estep 
Score: -5657521.000000 Penalty: 5531.775391
	Iteration 142F: 3 clusters Score -5657521 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Entering Unmasked Estep 
Score: -441934.875000 Penalty: 2153.437500
	Iteration 0F: 2 clusters Score -441934.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -436850.281250 Penalty: 4306.875000
	Iteration 0F: 3 clusters Score -436850.3 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -438074.875000 Penalty: 4306.875000
	Iteration 1F: 3 clusters Score -438074.9 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -438297.031250 Penalty: 4306.875000
	Iteration 2F: 3 clusters Score -438297 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -438467.625000 Penalty: 4306.875000
	Iteration 3F: 3 clusters Score -438467.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -438621.093750 Penalty: 4306.875000
	Iteration 4Q: 3 clusters Score -438621.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -438746.781250 Penalty: 4306.875000
	Iteration 5Q: 3 clusters Score -438746.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -438860.000000 Penalty: 4306.875000
	Iteration 6Q: 3 clusters Score -438860 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -438948.000000 Penalty: 4306.875000
	Iteration 7Q: 3 clusters Score -438948 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -439028.500000 Penalty: 4306.875000
	Iteration 8Q: 3 clusters Score -439028.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -439119.406250 Penalty: 4306.875000
	Iteration 9Q: 3 clusters Score -439119.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -439216.281250 Penalty: 4306.875000
	Iteration 10Q: 3 clusters Score -439216.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -439311.250000 Penalty: 4306.875000
	Iteration 11Q: 3 clusters Score -439311.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -439405.500000 Penalty: 4306.875000
	Iteration 12Q: 3 clusters Score -439405.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -439493.250000 Penalty: 4306.875000
	Iteration 13Q: 3 clusters Score -439493.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -439589.687500 Penalty: 4306.875000
	Iteration 14Q: 3 clusters Score -439589.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -439680.593750 Penalty: 4306.875000
	Iteration 15Q: 3 clusters Score -439680.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -439755.781250 Penalty: 4306.875000
	Iteration 16Q: 3 clusters Score -439755.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -439825.062500 Penalty: 4306.875000
	Iteration 17Q: 3 clusters Score -439825.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -439893.000000 Penalty: 4306.875000
	Iteration 18Q: 3 clusters Score -439893 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -439947.093750 Penalty: 4306.875000
	Iteration 19Q: 3 clusters Score -439947.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -439992.812500 Penalty: 4306.875000
	Iteration 20F: 3 clusters Score -439992.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -440041.312500 Penalty: 4306.875000
	Iteration 21Q: 3 clusters Score -440041.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -440081.718750 Penalty: 4306.875000
	Iteration 22Q: 3 clusters Score -440081.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -440108.593750 Penalty: 4306.875000
	Iteration 23Q: 3 clusters Score -440108.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -440135.656250 Penalty: 4306.875000
	Iteration 24Q: 3 clusters Score -440135.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -440166.375000 Penalty: 4306.875000
	Iteration 25Q: 3 clusters Score -440166.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -440194.781250 Penalty: 4306.875000
	Iteration 26Q: 3 clusters Score -440194.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -440222.000000 Penalty: 4306.875000
	Iteration 27Q: 3 clusters Score -440222 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -440239.937500 Penalty: 4306.875000
	Iteration 28Q: 3 clusters Score -440239.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -440251.437500 Penalty: 4306.875000
	Iteration 29Q: 3 clusters Score -440251.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -440264.250000 Penalty: 4306.875000
	Iteration 30Q: 3 clusters Score -440264.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -440275.281250 Penalty: 4306.875000
	Iteration 31Q: 3 clusters Score -440275.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -440287.343750 Penalty: 4306.875000
	Iteration 32Q: 3 clusters Score -440287.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -440295.187500 Penalty: 4306.875000
	Iteration 33Q: 3 clusters Score -440295.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -440302.750000 Penalty: 4306.875000
	Iteration 34Q: 3 clusters Score -440302.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -440304.375000 Penalty: 4306.875000
	Iteration 35Q: 3 clusters Score -440304.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -440307.937500 Penalty: 4306.875000
	Iteration 36Q: 3 clusters Score -440307.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -440313.156250 Penalty: 4306.875000
	Iteration 37Q: 3 clusters Score -440313.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -440316.625000 Penalty: 4306.875000
	Iteration 38Q: 3 clusters Score -440316.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -440326.093750 Penalty: 4306.875000
	Iteration 39Q: 3 clusters Score -440326.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -440340.406250 Penalty: 4306.875000
	Iteration 40F: 3 clusters Score -440340.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -440349.187500 Penalty: 4306.875000
	Iteration 41Q: 3 clusters Score -440349.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -440356.500000 Penalty: 4306.875000
	Iteration 42Q: 3 clusters Score -440356.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -440362.156250 Penalty: 4306.875000
	Iteration 43Q: 3 clusters Score -440362.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -440367.156250 Penalty: 4306.875000
	Iteration 44Q: 3 clusters Score -440367.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -440374.625000 Penalty: 4306.875000
	Iteration 45Q: 3 clusters Score -440374.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -440376.531250 Penalty: 4306.875000
	Iteration 46Q: 3 clusters Score -440376.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -440381.687500 Penalty: 4306.875000
	Iteration 47Q: 3 clusters Score -440381.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -440382.187500 Penalty: 4306.875000
	Iteration 48Q: 3 clusters Score -440382.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -440383.281250 Penalty: 4306.875000
	Iteration 49Q: 3 clusters Score -440383.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -440383.281250 Penalty: 4306.875000
	Iteration 50F: 3 clusters Score -440383.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (16577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16577 members 
Entering Unmasked Estep 
Score: -1365965.875000 Penalty: 2409.511475
	Iteration 0F: 2 clusters Score -1365966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -1354156.750000 Penalty: 4819.022949
	Iteration 0F: 3 clusters Score -1354157 nChanged 7178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -1357997.125000 Penalty: 4819.022949
	Iteration 1F: 3 clusters Score -1357997 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -1358515.375000 Penalty: 4819.022949
	Iteration 2F: 3 clusters Score -1358515 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -1359165.750000 Penalty: 4819.022949
	Iteration 3F: 3 clusters Score -1359166 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -1360067.375000 Penalty: 4819.022949
	Iteration 4F: 3 clusters Score -1360067 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -1361058.000000 Penalty: 4819.022949
	Iteration 5F: 3 clusters Score -1361058 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -1361896.625000 Penalty: 4819.022949
	Iteration 6F: 3 clusters Score -1361897 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -1362575.625000 Penalty: 4819.022949
	Iteration 7F: 3 clusters Score -1362576 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -1363038.125000 Penalty: 4819.022949
	Iteration 8Q: 3 clusters Score -1363038 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -1363362.875000 Penalty: 4819.022949
	Iteration 9Q: 3 clusters Score -1363363 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -1363564.125000 Penalty: 4819.022949
	Iteration 10Q: 3 clusters Score -1363564 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -1363707.375000 Penalty: 4819.022949
	Iteration 11Q: 3 clusters Score -1363707 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -1363808.375000 Penalty: 4819.022949
	Iteration 12Q: 3 clusters Score -1363808 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -1363894.625000 Penalty: 4819.022949
	Iteration 13Q: 3 clusters Score -1363895 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -1363970.125000 Penalty: 4819.022949
	Iteration 14Q: 3 clusters Score -1363970 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -1364014.375000 Penalty: 4819.022949
	Iteration 15Q: 3 clusters Score -1364014 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -1364061.625000 Penalty: 4819.022949
	Iteration 16Q: 3 clusters Score -1364062 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -1364096.125000 Penalty: 4819.022949
	Iteration 17Q: 3 clusters Score -1364096 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -1364132.625000 Penalty: 4819.022949
	Iteration 18Q: 3 clusters Score -1364133 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -1364160.500000 Penalty: 4819.022949
	Iteration 19Q: 3 clusters Score -1364160 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -1364188.250000 Penalty: 4819.022949
	Iteration 20F: 3 clusters Score -1364188 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -1364198.500000 Penalty: 4819.022949
	Iteration 21Q: 3 clusters Score -1364198 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -1364207.500000 Penalty: 4819.022949
	Iteration 22Q: 3 clusters Score -1364208 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -1364223.000000 Penalty: 4819.022949
	Iteration 23Q: 3 clusters Score -1364223 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -1364244.875000 Penalty: 4819.022949
	Iteration 24Q: 3 clusters Score -1364245 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -1364257.625000 Penalty: 4819.022949
	Iteration 25Q: 3 clusters Score -1364258 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -1364269.000000 Penalty: 4819.022949
	Iteration 26Q: 3 clusters Score -1364269 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -1364293.125000 Penalty: 4819.022949
	Iteration 27Q: 3 clusters Score -1364293 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -1364313.125000 Penalty: 4819.022949
	Iteration 28Q: 3 clusters Score -1364313 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -1364325.250000 Penalty: 4819.022949
	Iteration 29Q: 3 clusters Score -1364325 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -1364339.125000 Penalty: 4819.022949
	Iteration 30Q: 3 clusters Score -1364339 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
Score: -1364357.875000 Penalty: 4819.022949
	Iteration 31Q: 3 clusters Score -1364358 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
Score: -1364370.625000 Penalty: 4819.022949
	Iteration 32Q: 3 clusters Score -1364371 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -1364377.500000 Penalty: 4819.022949
	Iteration 33Q: 3 clusters Score -1364378 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -1364384.625000 Penalty: 4819.022949
	Iteration 34Q: 3 clusters Score -1364385 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -1364391.375000 Penalty: 4819.022949
	Iteration 35Q: 3 clusters Score -1364391 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -1364399.500000 Penalty: 4819.022949
	Iteration 36Q: 3 clusters Score -1364400 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 14703 members 
Entering Unmasked Estep 
Score: -1364402.750000 Penalty: 4819.022949
	Iteration 37Q: 3 clusters Score -1364403 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -1364417.625000 Penalty: 4819.022949
	Iteration 38Q: 3 clusters Score -1364418 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -1364432.250000 Penalty: 4819.022949
	Iteration 39Q: 3 clusters Score -1364432 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -1364439.125000 Penalty: 4819.022949
	Iteration 40F: 3 clusters Score -1364439 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -1364447.375000 Penalty: 4819.022949
	Iteration 41Q: 3 clusters Score -1364447 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -1364464.750000 Penalty: 4819.022949
	Iteration 42Q: 3 clusters Score -1364465 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
Score: -1364476.750000 Penalty: 4819.022949
	Iteration 43Q: 3 clusters Score -1364477 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -1364486.250000 Penalty: 4819.022949
	Iteration 44Q: 3 clusters Score -1364486 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -1364499.250000 Penalty: 4819.022949
	Iteration 45Q: 3 clusters Score -1364499 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -1364504.250000 Penalty: 4819.022949
	Iteration 46Q: 3 clusters Score -1364504 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 15034 members 
Entering Unmasked Estep 
Score: -1364515.250000 Penalty: 4819.022949
	Iteration 47Q: 3 clusters Score -1364515 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -1364521.000000 Penalty: 4819.022949
	Iteration 48Q: 3 clusters Score -1364521 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -1364524.750000 Penalty: 4819.022949
	Iteration 49Q: 3 clusters Score -1364525 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -1364528.000000 Penalty: 4819.022949
	Iteration 50Q: 3 clusters Score -1364528 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -1364532.250000 Penalty: 4819.022949
	Iteration 51Q: 3 clusters Score -1364532 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -1364538.125000 Penalty: 4819.022949
	Iteration 52Q: 3 clusters Score -1364538 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -1364542.875000 Penalty: 4819.022949
	Iteration 53Q: 3 clusters Score -1364543 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 15183 members 
Entering Unmasked Estep 
Score: -1364546.500000 Penalty: 4819.022949
	Iteration 54Q: 3 clusters Score -1364546 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 15192 members 
Entering Unmasked Estep 
Score: -1364550.125000 Penalty: 4819.022949
	Iteration 55Q: 3 clusters Score -1364550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -1364555.375000 Penalty: 4819.022949
	Iteration 56Q: 3 clusters Score -1364555 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
Score: -1364552.000000 Penalty: 4819.022949
	Iteration 57Q: 3 clusters Score -1364552 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -1364557.125000 Penalty: 4819.022949
	Iteration 58Q: 3 clusters Score -1364557 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -1364560.375000 Penalty: 4819.022949
	Iteration 59Q: 3 clusters Score -1364560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -1364559.625000 Penalty: 4819.022949
	Iteration 60F: 3 clusters Score -1364560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -1364561.250000 Penalty: 4819.022949
	Iteration 61Q: 3 clusters Score -1364561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -1364563.125000 Penalty: 4819.022949
	Iteration 62Q: 3 clusters Score -1364563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -1364562.125000 Penalty: 4819.022949
	Iteration 63Q: 3 clusters Score -1364562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
Score: -1364562.000000 Penalty: 4819.022949
	Iteration 64Q: 3 clusters Score -1364562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 15238 members 
Entering Unmasked Estep 
Score: -1364563.875000 Penalty: 4819.022949
	Iteration 65Q: 3 clusters Score -1364564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 15241 members 
Entering Unmasked Estep 
Score: -1364564.625000 Penalty: 4819.022949
	Iteration 66Q: 3 clusters Score -1364565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 15243 members 
Entering Unmasked Estep 
Score: -1364567.125000 Penalty: 4819.022949
	Iteration 67Q: 3 clusters Score -1364567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -1364567.250000 Penalty: 4819.022949
	Iteration 68Q: 3 clusters Score -1364567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -1364566.000000 Penalty: 4819.022949
	Iteration 69Q: 3 clusters Score -1364566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 15250 members 
Entering Unmasked Estep 
Score: -1364567.500000 Penalty: 4819.022949
	Iteration 70Q: 3 clusters Score -1364568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -1364571.250000 Penalty: 4819.022949
	Iteration 71Q: 3 clusters Score -1364571 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -1364572.875000 Penalty: 4819.022949
	Iteration 72Q: 3 clusters Score -1364573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -1364574.625000 Penalty: 4819.022949
	Iteration 73Q: 3 clusters Score -1364575 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -1364574.125000 Penalty: 4819.022949
	Iteration 74Q: 3 clusters Score -1364574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -1364574.125000 Penalty: 4819.022949
	Iteration 75Q: 3 clusters Score -1364574 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -1364579.250000 Penalty: 4819.022949
	Iteration 76Q: 3 clusters Score -1364579 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -1364586.250000 Penalty: 4819.022949
	Iteration 77Q: 3 clusters Score -1364586 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -1364587.375000 Penalty: 4819.022949
	Iteration 78Q: 3 clusters Score -1364587 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 15312 members 
Entering Unmasked Estep 
Score: -1364587.875000 Penalty: 4819.022949
	Iteration 79Q: 3 clusters Score -1364588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
Score: -1364586.375000 Penalty: 4819.022949
	Iteration 80F: 3 clusters Score -1364586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
Score: -1364590.375000 Penalty: 4819.022949
	Iteration 81Q: 3 clusters Score -1364590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -1364588.250000 Penalty: 4819.022949
	Iteration 82Q: 3 clusters Score -1364588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 15322 members 
Entering Unmasked Estep 
Score: -1364592.000000 Penalty: 4819.022949
	Iteration 83Q: 3 clusters Score -1364592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -1364593.375000 Penalty: 4819.022949
	Iteration 84Q: 3 clusters Score -1364593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -1364593.625000 Penalty: 4819.022949
	Iteration 85Q: 3 clusters Score -1364594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -1364594.125000 Penalty: 4819.022949
	Iteration 86Q: 3 clusters Score -1364594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 15331 members 
Entering Unmasked Estep 
Score: -1364595.625000 Penalty: 4819.022949
	Iteration 87Q: 3 clusters Score -1364596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 15331 members 
Entering Unmasked Estep 
Score: -1364595.625000 Penalty: 4819.022949
	Iteration 88F: 3 clusters Score -1364596 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Entering Unmasked Estep 
Score: -209607.875000 Penalty: 2011.087891
	Iteration 0F: 2 clusters Score -209607.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -206332.781250 Penalty: 4022.175781
	Iteration 0F: 3 clusters Score -206332.8 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -207653.843750 Penalty: 4022.175781
	Iteration 1F: 3 clusters Score -207653.8 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -208259.406250 Penalty: 4022.175781
	Iteration 2F: 3 clusters Score -208259.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -208725.218750 Penalty: 4022.175781
	Iteration 3F: 3 clusters Score -208725.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -209094.562500 Penalty: 4022.175781
	Iteration 4F: 3 clusters Score -209094.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -209312.125000 Penalty: 4022.175781
	Iteration 5Q: 3 clusters Score -209312.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -209438.390625 Penalty: 4022.175781
	Iteration 6Q: 3 clusters Score -209438.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -209520.359375 Penalty: 4022.175781
	Iteration 7Q: 3 clusters Score -209520.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -209578.765625 Penalty: 4022.175781
	Iteration 8Q: 3 clusters Score -209578.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -209616.640625 Penalty: 4022.175781
	Iteration 9Q: 3 clusters Score -209616.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -209637.468750 Penalty: 4022.175781
	Iteration 10Q: 3 clusters Score -209637.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -209645.093750 Penalty: 4022.175781
	Iteration 11Q: 3 clusters Score -209645.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -209649.187500 Penalty: 4022.175781
	Iteration 12Q: 3 clusters Score -209649.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -209655.968750 Penalty: 4022.175781
	Iteration 13Q: 3 clusters Score -209656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -209657.671875 Penalty: 4022.175781
	Iteration 14Q: 3 clusters Score -209657.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -209658.453125 Penalty: 4022.175781
	Iteration 15Q: 3 clusters Score -209658.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -209659.171875 Penalty: 4022.175781
	Iteration 16Q: 3 clusters Score -209659.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -209660.250000 Penalty: 4022.175781
	Iteration 17Q: 3 clusters Score -209660.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -209661.062500 Penalty: 4022.175781
	Iteration 18Q: 3 clusters Score -209661.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -209661.093750 Penalty: 4022.175781
	Iteration 19Q: 3 clusters Score -209661.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -209661.093750 Penalty: 4022.175781
	Iteration 20F: 3 clusters Score -209661.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74849 members 
Mstep: Class 2 contains 24260 members 
Mstep: Class 3 contains 3403 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 94559 members 
Mstep: Class 6 contains 154015 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8378 members 
Mstep: Class 9 contains 75881 members 
Mstep: Class 10 contains 63452 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 59958 members 
Mstep: Class 13 contains 5802 members 
Mstep: Class 14 contains 21472 members 
Mstep: Class 15 contains 17028 members 
Mstep: Class 16 contains 13987 members 
Mstep: Class 17 contains 37846 members 
Mstep: Class 18 contains 2937 members 
Mstep: Class 19 contains 5647 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9827 members 
Mstep: Class 22 contains 9999 members 
Mstep: Class 23 contains 28667 members 
Mstep: Class 24 contains 528213 members 
Mstep: Class 25 contains 60600 members 
Mstep: Class 26 contains 6830 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69757 members 
Mstep: Class 29 contains 5903 members 
Mstep: Class 30 contains 16577 members 
Mstep: Class 31 contains 2651 members 
Mstep: Class 32 contains 23435 members 
Mstep: Class 33 contains 2734 members 
Mstep: Class 34 contains 674 members 
Entering Unmasked Estep 
Score: -111982928.000000 Penalty: 119701.210938
Splitting cluster 31 changes total score from -111984328.000000 to -111982928.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (23435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23435 members 
Entering Unmasked Estep 
Score: -1934238.250000 Penalty: 2495.372559
	Iteration 0F: 2 clusters Score -1934238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -1917896.000000 Penalty: 4990.745117
	Iteration 0F: 3 clusters Score -1917896 nChanged 10469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -1923493.875000 Penalty: 4990.745117
	Iteration 1F: 3 clusters Score -1923494 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -1923883.625000 Penalty: 4990.745117
	Iteration 2Q: 3 clusters Score -1923884 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -1924223.250000 Penalty: 4990.745117
	Iteration 3Q: 3 clusters Score -1924223 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -1924538.125000 Penalty: 4990.745117
	Iteration 4Q: 3 clusters Score -1924538 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -1924845.250000 Penalty: 4990.745117
	Iteration 5Q: 3 clusters Score -1924845 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -1925120.875000 Penalty: 4990.745117
	Iteration 6Q: 3 clusters Score -1925121 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -1925387.500000 Penalty: 4990.745117
	Iteration 7Q: 3 clusters Score -1925388 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -1925694.250000 Penalty: 4990.745117
	Iteration 8Q: 3 clusters Score -1925694 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -1926047.000000 Penalty: 4990.745117
	Iteration 9Q: 3 clusters Score -1926047 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -1926478.000000 Penalty: 4990.745117
	Iteration 10Q: 3 clusters Score -1926478 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1927035.875000 Penalty: 4990.745117
	Iteration 11Q: 3 clusters Score -1927036 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15890 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1927626.250000 Penalty: 4990.745117
	Iteration 12Q: 3 clusters Score -1927626 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1928255.750000 Penalty: 4990.745117
	Iteration 13Q: 3 clusters Score -1928256 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17103 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1928786.500000 Penalty: 4990.745117
	Iteration 14Q: 3 clusters Score -1928786 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17625 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1929238.500000 Penalty: 4990.745117
	Iteration 15Q: 3 clusters Score -1929238 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18068 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1929576.750000 Penalty: 4990.745117
	Iteration 16Q: 3 clusters Score -1929577 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1929814.500000 Penalty: 4990.745117
	Iteration 17Q: 3 clusters Score -1929814 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18805 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1930023.625000 Penalty: 4990.745117
	Iteration 18Q: 3 clusters Score -1930024 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19126 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1930189.250000 Penalty: 4990.745117
	Iteration 19Q: 3 clusters Score -1930189 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19432 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1930352.125000 Penalty: 4990.745117
	Iteration 20F: 3 clusters Score -1930352 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19740 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1930503.375000 Penalty: 4990.745117
	Iteration 21Q: 3 clusters Score -1930503 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20027 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1930646.125000 Penalty: 4990.745117
	Iteration 22Q: 3 clusters Score -1930646 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20315 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1930793.000000 Penalty: 4990.745117
	Iteration 23Q: 3 clusters Score -1930793 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20561 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1930912.500000 Penalty: 4990.745117
	Iteration 24Q: 3 clusters Score -1930912 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20787 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1931019.000000 Penalty: 4990.745117
	Iteration 25Q: 3 clusters Score -1931019 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20989 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1931113.250000 Penalty: 4990.745117
	Iteration 26Q: 3 clusters Score -1931113 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21169 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1931202.000000 Penalty: 4990.745117
	Iteration 27Q: 3 clusters Score -1931202 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21341 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1931294.625000 Penalty: 4990.745117
	Iteration 28Q: 3 clusters Score -1931295 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21527 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1931396.500000 Penalty: 4990.745117
	Iteration 29Q: 3 clusters Score -1931396 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21685 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1931469.000000 Penalty: 4990.745117
	Iteration 30Q: 3 clusters Score -1931469 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21821 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1931552.500000 Penalty: 4990.745117
	Iteration 31Q: 3 clusters Score -1931552 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21943 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1931622.750000 Penalty: 4990.745117
	Iteration 32Q: 3 clusters Score -1931623 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22049 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1931675.875000 Penalty: 4990.745117
	Iteration 33Q: 3 clusters Score -1931676 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22139 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1931726.250000 Penalty: 4990.745117
	Iteration 34Q: 3 clusters Score -1931726 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22217 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1931773.250000 Penalty: 4990.745117
	Iteration 35Q: 3 clusters Score -1931773 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22278 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1931804.250000 Penalty: 4990.745117
	Iteration 36Q: 3 clusters Score -1931804 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22329 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1931829.375000 Penalty: 4990.745117
	Iteration 37Q: 3 clusters Score -1931829 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22379 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1931849.500000 Penalty: 4990.745117
	Iteration 38Q: 3 clusters Score -1931850 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22423 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1931871.875000 Penalty: 4990.745117
	Iteration 39Q: 3 clusters Score -1931872 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22463 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1931895.375000 Penalty: 4990.745117
	Iteration 40F: 3 clusters Score -1931895 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22493 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1931916.000000 Penalty: 4990.745117
	Iteration 41Q: 3 clusters Score -1931916 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22525 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1931935.375000 Penalty: 4990.745117
	Iteration 42Q: 3 clusters Score -1931935 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22555 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1931962.625000 Penalty: 4990.745117
	Iteration 43Q: 3 clusters Score -1931963 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22586 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1931976.750000 Penalty: 4990.745117
	Iteration 44Q: 3 clusters Score -1931977 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22612 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1931997.125000 Penalty: 4990.745117
	Iteration 45Q: 3 clusters Score -1931997 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22634 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1932014.500000 Penalty: 4990.745117
	Iteration 46Q: 3 clusters Score -1932014 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22655 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1932022.250000 Penalty: 4990.745117
	Iteration 47Q: 3 clusters Score -1932022 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22670 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1932032.125000 Penalty: 4990.745117
	Iteration 48Q: 3 clusters Score -1932032 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22686 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1932041.750000 Penalty: 4990.745117
	Iteration 49Q: 3 clusters Score -1932042 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22701 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1932047.375000 Penalty: 4990.745117
	Iteration 50Q: 3 clusters Score -1932047 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22713 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1932055.875000 Penalty: 4990.745117
	Iteration 51Q: 3 clusters Score -1932056 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22722 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1932066.125000 Penalty: 4990.745117
	Iteration 52Q: 3 clusters Score -1932066 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22734 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1932072.625000 Penalty: 4990.745117
	Iteration 53Q: 3 clusters Score -1932073 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22739 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1932075.625000 Penalty: 4990.745117
	Iteration 54Q: 3 clusters Score -1932076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22743 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1932077.375000 Penalty: 4990.745117
	Iteration 55Q: 3 clusters Score -1932077 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22749 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1932086.500000 Penalty: 4990.745117
	Iteration 56Q: 3 clusters Score -1932086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22752 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1932087.250000 Penalty: 4990.745117
	Iteration 57Q: 3 clusters Score -1932087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22756 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1932089.750000 Penalty: 4990.745117
	Iteration 58Q: 3 clusters Score -1932090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22760 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1932091.250000 Penalty: 4990.745117
	Iteration 59Q: 3 clusters Score -1932091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22760 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1932093.500000 Penalty: 4990.745117
	Iteration 60F: 3 clusters Score -1932094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22762 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1932091.250000 Penalty: 4990.745117
	Iteration 61Q: 3 clusters Score -1932091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22763 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1932092.000000 Penalty: 4990.745117
	Iteration 62Q: 3 clusters Score -1932092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22763 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1932096.000000 Penalty: 4990.745117
	Iteration 63Q: 3 clusters Score -1932096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22765 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1932094.625000 Penalty: 4990.745117
	Iteration 64Q: 3 clusters Score -1932095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22768 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1932093.375000 Penalty: 4990.745117
	Iteration 65Q: 3 clusters Score -1932093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22770 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1932093.000000 Penalty: 4990.745117
	Iteration 66Q: 3 clusters Score -1932093 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22770 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1932093.000000 Penalty: 4990.745117
	Iteration 67F: 3 clusters Score -1932093 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Entering Unmasked Estep 
Score: -203499.515625 Penalty: 1962.553223
	Iteration 0F: 2 clusters Score -203499.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -200375.046875 Penalty: 3925.106445
	Iteration 0F: 3 clusters Score -200375 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -201062.765625 Penalty: 3925.106445
	Iteration 1F: 3 clusters Score -201062.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -201242.421875 Penalty: 3925.106445
	Iteration 2F: 3 clusters Score -201242.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -201346.078125 Penalty: 3925.106445
	Iteration 3Q: 3 clusters Score -201346.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -201421.406250 Penalty: 3925.106445
	Iteration 4Q: 3 clusters Score -201421.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -201468.796875 Penalty: 3925.106445
	Iteration 5Q: 3 clusters Score -201468.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -201501.062500 Penalty: 3925.106445
	Iteration 6Q: 3 clusters Score -201501.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -201531.937500 Penalty: 3925.106445
	Iteration 7Q: 3 clusters Score -201531.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -201557.406250 Penalty: 3925.106445
	Iteration 8Q: 3 clusters Score -201557.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -201572.312500 Penalty: 3925.106445
	Iteration 9Q: 3 clusters Score -201572.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -201579.062500 Penalty: 3925.106445
	Iteration 10Q: 3 clusters Score -201579.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -201584.437500 Penalty: 3925.106445
	Iteration 11Q: 3 clusters Score -201584.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -201588.765625 Penalty: 3925.106445
	Iteration 12Q: 3 clusters Score -201588.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -201599.953125 Penalty: 3925.106445
	Iteration 13Q: 3 clusters Score -201600 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -201609.828125 Penalty: 3925.106445
	Iteration 14Q: 3 clusters Score -201609.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -201621.234375 Penalty: 3925.106445
	Iteration 15Q: 3 clusters Score -201621.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -201632.484375 Penalty: 3925.106445
	Iteration 16Q: 3 clusters Score -201632.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -201642.000000 Penalty: 3925.106445
	Iteration 17Q: 3 clusters Score -201642 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -201650.015625 Penalty: 3925.106445
	Iteration 18Q: 3 clusters Score -201650 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -201659.968750 Penalty: 3925.106445
	Iteration 19Q: 3 clusters Score -201660 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -201671.593750 Penalty: 3925.106445
	Iteration 20F: 3 clusters Score -201671.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -201688.515625 Penalty: 3925.106445
	Iteration 21Q: 3 clusters Score -201688.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -201709.546875 Penalty: 3925.106445
	Iteration 22Q: 3 clusters Score -201709.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -201730.515625 Penalty: 3925.106445
	Iteration 23Q: 3 clusters Score -201730.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -201746.906250 Penalty: 3925.106445
	Iteration 24Q: 3 clusters Score -201746.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -201763.937500 Penalty: 3925.106445
	Iteration 25Q: 3 clusters Score -201763.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -201776.906250 Penalty: 3925.106445
	Iteration 26Q: 3 clusters Score -201776.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -201784.890625 Penalty: 3925.106445
	Iteration 27Q: 3 clusters Score -201784.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -201795.640625 Penalty: 3925.106445
	Iteration 28Q: 3 clusters Score -201795.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -201808.125000 Penalty: 3925.106445
	Iteration 29Q: 3 clusters Score -201808.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -201819.703125 Penalty: 3925.106445
	Iteration 30Q: 3 clusters Score -201819.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -201830.375000 Penalty: 3925.106445
	Iteration 31Q: 3 clusters Score -201830.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -201839.328125 Penalty: 3925.106445
	Iteration 32Q: 3 clusters Score -201839.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -201848.437500 Penalty: 3925.106445
	Iteration 33Q: 3 clusters Score -201848.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -201860.359375 Penalty: 3925.106445
	Iteration 34Q: 3 clusters Score -201860.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -201876.187500 Penalty: 3925.106445
	Iteration 35Q: 3 clusters Score -201876.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -201888.859375 Penalty: 3925.106445
	Iteration 36Q: 3 clusters Score -201888.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -201907.328125 Penalty: 3925.106445
	Iteration 37Q: 3 clusters Score -201907.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -201926.046875 Penalty: 3925.106445
	Iteration 38Q: 3 clusters Score -201926 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -201953.109375 Penalty: 3925.106445
	Iteration 39Q: 3 clusters Score -201953.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -201977.437500 Penalty: 3925.106445
	Iteration 40F: 3 clusters Score -201977.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -201994.781250 Penalty: 3925.106445
	Iteration 41Q: 3 clusters Score -201994.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -202012.109375 Penalty: 3925.106445
	Iteration 42Q: 3 clusters Score -202012.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -202035.906250 Penalty: 3925.106445
	Iteration 43Q: 3 clusters Score -202035.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -202072.281250 Penalty: 3925.106445
	Iteration 44Q: 3 clusters Score -202072.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -202108.343750 Penalty: 3925.106445
	Iteration 45Q: 3 clusters Score -202108.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -202142.687500 Penalty: 3925.106445
	Iteration 46Q: 3 clusters Score -202142.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -202198.656250 Penalty: 3925.106445
	Iteration 47Q: 3 clusters Score -202198.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -202268.453125 Penalty: 3925.106445
	Iteration 48Q: 3 clusters Score -202268.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -202368.687500 Penalty: 3925.106445
	Iteration 49Q: 3 clusters Score -202368.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -202435.765625 Penalty: 3925.106445
	Iteration 50Q: 3 clusters Score -202435.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -202483.984375 Penalty: 3925.106445
	Iteration 51Q: 3 clusters Score -202484 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -202509.750000 Penalty: 3925.106445
	Iteration 52Q: 3 clusters Score -202509.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -202526.218750 Penalty: 3925.106445
	Iteration 53Q: 3 clusters Score -202526.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -202535.234375 Penalty: 3925.106445
	Iteration 54Q: 3 clusters Score -202535.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -202538.359375 Penalty: 3925.106445
	Iteration 55Q: 3 clusters Score -202538.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -202540.265625 Penalty: 3925.106445
	Iteration 56Q: 3 clusters Score -202540.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -202541.031250 Penalty: 3925.106445
	Iteration 57Q: 3 clusters Score -202541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -202542.109375 Penalty: 3925.106445
	Iteration 58Q: 3 clusters Score -202542.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -202543.187500 Penalty: 3925.106445
	Iteration 59Q: 3 clusters Score -202543.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -202543.187500 Penalty: 3925.106445
	Iteration 60F: 3 clusters Score -202543.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74849 members 
Mstep: Class 2 contains 24260 members 
Mstep: Class 3 contains 3403 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 94559 members 
Mstep: Class 6 contains 154015 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8378 members 
Mstep: Class 9 contains 75881 members 
Mstep: Class 10 contains 63452 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 59958 members 
Mstep: Class 13 contains 5802 members 
Mstep: Class 14 contains 21472 members 
Mstep: Class 15 contains 17028 members 
Mstep: Class 16 contains 13987 members 
Mstep: Class 17 contains 37846 members 
Mstep: Class 18 contains 2937 members 
Mstep: Class 19 contains 5647 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9827 members 
Mstep: Class 22 contains 9999 members 
Mstep: Class 23 contains 28667 members 
Mstep: Class 24 contains 528213 members 
Mstep: Class 25 contains 60600 members 
Mstep: Class 26 contains 6830 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69757 members 
Mstep: Class 29 contains 5903 members 
Mstep: Class 30 contains 16577 members 
Mstep: Class 31 contains 3325 members 
Mstep: Class 32 contains 23435 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984384.000000 Penalty: 116180.585938
Iteration 359Q: 34 clusters Score -1.119844e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74849 members 
Mstep: Class 2 contains 24260 members 
Mstep: Class 3 contains 3402 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 94607 members 
Mstep: Class 6 contains 154013 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8378 members 
Mstep: Class 9 contains 75883 members 
Mstep: Class 10 contains 63439 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 59959 members 
Mstep: Class 13 contains 5802 members 
Mstep: Class 14 contains 21475 members 
Mstep: Class 15 contains 17028 members 
Mstep: Class 16 contains 13987 members 
Mstep: Class 17 contains 37845 members 
Mstep: Class 18 contains 2934 members 
Mstep: Class 19 contains 5647 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9823 members 
Mstep: Class 22 contains 9999 members 
Mstep: Class 23 contains 28666 members 
Mstep: Class 24 contains 528169 members 
Mstep: Class 25 contains 60599 members 
Mstep: Class 26 contains 6830 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69757 members 
Mstep: Class 29 contains 5903 members 
Mstep: Class 30 contains 16585 members 
Mstep: Class 31 contains 3325 members 
Mstep: Class 32 contains 23443 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984296.000000 Penalty: 116180.585938
Iteration 360F: 34 clusters Score -1.119843e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74849 members 
Mstep: Class 2 contains 24259 members 
Mstep: Class 3 contains 3402 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 94660 members 
Mstep: Class 6 contains 154013 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8378 members 
Mstep: Class 9 contains 75884 members 
Mstep: Class 10 contains 63420 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 59956 members 
Mstep: Class 13 contains 5802 members 
Mstep: Class 14 contains 21477 members 
Mstep: Class 15 contains 17028 members 
Mstep: Class 16 contains 13986 members 
Mstep: Class 17 contains 37847 members 
Mstep: Class 18 contains 2933 members 
Mstep: Class 19 contains 5647 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9821 members 
Mstep: Class 22 contains 9999 members 
Mstep: Class 23 contains 28664 members 
Mstep: Class 24 contains 528129 members 
Mstep: Class 25 contains 60597 members 
Mstep: Class 26 contains 6828 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69757 members 
Mstep: Class 29 contains 5903 members 
Mstep: Class 30 contains 16592 members 
Mstep: Class 31 contains 3324 members 
Mstep: Class 32 contains 23452 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984296.000000 Penalty: 116180.585938
Iteration 361Q: 34 clusters Score -1.119843e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74847 members 
Mstep: Class 2 contains 24260 members 
Mstep: Class 3 contains 3400 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 94702 members 
Mstep: Class 6 contains 154012 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8378 members 
Mstep: Class 9 contains 75881 members 
Mstep: Class 10 contains 63404 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 59950 members 
Mstep: Class 13 contains 5802 members 
Mstep: Class 14 contains 21481 members 
Mstep: Class 15 contains 17028 members 
Mstep: Class 16 contains 13986 members 
Mstep: Class 17 contains 37850 members 
Mstep: Class 18 contains 2931 members 
Mstep: Class 19 contains 5647 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9816 members 
Mstep: Class 22 contains 9999 members 
Mstep: Class 23 contains 28663 members 
Mstep: Class 24 contains 528093 members 
Mstep: Class 25 contains 60595 members 
Mstep: Class 26 contains 6828 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69769 members 
Mstep: Class 29 contains 5903 members 
Mstep: Class 30 contains 16598 members 
Mstep: Class 31 contains 3324 members 
Mstep: Class 32 contains 23460 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984192.000000 Penalty: 116180.585938
Iteration 362Q: 34 clusters Score -1.119842e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74846 members 
Mstep: Class 2 contains 24261 members 
Mstep: Class 3 contains 3400 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 94756 members 
Mstep: Class 6 contains 154010 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8378 members 
Mstep: Class 9 contains 75881 members 
Mstep: Class 10 contains 63385 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 59945 members 
Mstep: Class 13 contains 5802 members 
Mstep: Class 14 contains 21484 members 
Mstep: Class 15 contains 17028 members 
Mstep: Class 16 contains 13983 members 
Mstep: Class 17 contains 37849 members 
Mstep: Class 18 contains 2930 members 
Mstep: Class 19 contains 5647 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9814 members 
Mstep: Class 22 contains 9999 members 
Mstep: Class 23 contains 28661 members 
Mstep: Class 24 contains 528061 members 
Mstep: Class 25 contains 60590 members 
Mstep: Class 26 contains 6828 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69772 members 
Mstep: Class 29 contains 5903 members 
Mstep: Class 30 contains 16605 members 
Mstep: Class 31 contains 3324 members 
Mstep: Class 32 contains 23465 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984160.000000 Penalty: 116180.585938
Iteration 363Q: 34 clusters Score -1.119842e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74846 members 
Mstep: Class 2 contains 24261 members 
Mstep: Class 3 contains 3400 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 94802 members 
Mstep: Class 6 contains 154009 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8378 members 
Mstep: Class 9 contains 75880 members 
Mstep: Class 10 contains 63379 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 59942 members 
Mstep: Class 13 contains 5802 members 
Mstep: Class 14 contains 21485 members 
Mstep: Class 15 contains 17028 members 
Mstep: Class 16 contains 13980 members 
Mstep: Class 17 contains 37850 members 
Mstep: Class 18 contains 2930 members 
Mstep: Class 19 contains 5647 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9811 members 
Mstep: Class 22 contains 9999 members 
Mstep: Class 23 contains 28660 members 
Mstep: Class 24 contains 528025 members 
Mstep: Class 25 contains 60586 members 
Mstep: Class 26 contains 6827 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69773 members 
Mstep: Class 29 contains 5903 members 
Mstep: Class 30 contains 16611 members 
Mstep: Class 31 contains 3324 members 
Mstep: Class 32 contains 23469 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984192.000000 Penalty: 116180.585938
Iteration 364Q: 34 clusters Score -1.119842e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74845 members 
Mstep: Class 2 contains 24260 members 
Mstep: Class 3 contains 3400 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 94831 members 
Mstep: Class 6 contains 154008 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8378 members 
Mstep: Class 9 contains 75879 members 
Mstep: Class 10 contains 63375 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 59937 members 
Mstep: Class 13 contains 5802 members 
Mstep: Class 14 contains 21490 members 
Mstep: Class 15 contains 17028 members 
Mstep: Class 16 contains 13978 members 
Mstep: Class 17 contains 37850 members 
Mstep: Class 18 contains 2930 members 
Mstep: Class 19 contains 5647 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9812 members 
Mstep: Class 22 contains 9999 members 
Mstep: Class 23 contains 28658 members 
Mstep: Class 24 contains 527999 members 
Mstep: Class 25 contains 60582 members 
Mstep: Class 26 contains 6825 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69777 members 
Mstep: Class 29 contains 5903 members 
Mstep: Class 30 contains 16619 members 
Mstep: Class 31 contains 3324 members 
Mstep: Class 32 contains 23471 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984120.000000 Penalty: 116180.585938
Iteration 365Q: 34 clusters Score -1.119841e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74842 members 
Mstep: Class 2 contains 24260 members 
Mstep: Class 3 contains 3400 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 94853 members 
Mstep: Class 6 contains 154007 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8378 members 
Mstep: Class 9 contains 75880 members 
Mstep: Class 10 contains 63379 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 59930 members 
Mstep: Class 13 contains 5802 members 
Mstep: Class 14 contains 21494 members 
Mstep: Class 15 contains 17028 members 
Mstep: Class 16 contains 13976 members 
Mstep: Class 17 contains 37852 members 
Mstep: Class 18 contains 2930 members 
Mstep: Class 19 contains 5647 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9812 members 
Mstep: Class 22 contains 9999 members 
Mstep: Class 23 contains 28655 members 
Mstep: Class 24 contains 527973 members 
Mstep: Class 25 contains 60579 members 
Mstep: Class 26 contains 6824 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69780 members 
Mstep: Class 29 contains 5903 members 
Mstep: Class 30 contains 16627 members 
Mstep: Class 31 contains 3324 members 
Mstep: Class 32 contains 23473 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984104.000000 Penalty: 116180.585938
Iteration 366Q: 34 clusters Score -1.119841e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74842 members 
Mstep: Class 2 contains 24260 members 
Mstep: Class 3 contains 3400 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 94874 members 
Mstep: Class 6 contains 154006 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8378 members 
Mstep: Class 9 contains 75879 members 
Mstep: Class 10 contains 63382 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 59926 members 
Mstep: Class 13 contains 5802 members 
Mstep: Class 14 contains 21498 members 
Mstep: Class 15 contains 17028 members 
Mstep: Class 16 contains 13971 members 
Mstep: Class 17 contains 37852 members 
Mstep: Class 18 contains 2930 members 
Mstep: Class 19 contains 5647 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9812 members 
Mstep: Class 22 contains 9999 members 
Mstep: Class 23 contains 28657 members 
Mstep: Class 24 contains 527951 members 
Mstep: Class 25 contains 60577 members 
Mstep: Class 26 contains 6823 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69782 members 
Mstep: Class 29 contains 5903 members 
Mstep: Class 30 contains 16629 members 
Mstep: Class 31 contains 3324 members 
Mstep: Class 32 contains 23475 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984104.000000 Penalty: 116180.585938
Iteration 367Q: 34 clusters Score -1.119841e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74842 members 
Mstep: Class 2 contains 24262 members 
Mstep: Class 3 contains 3400 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 94896 members 
Mstep: Class 6 contains 154004 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8378 members 
Mstep: Class 9 contains 75878 members 
Mstep: Class 10 contains 63385 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 59923 members 
Mstep: Class 13 contains 5802 members 
Mstep: Class 14 contains 21500 members 
Mstep: Class 15 contains 17029 members 
Mstep: Class 16 contains 13971 members 
Mstep: Class 17 contains 37852 members 
Mstep: Class 18 contains 2930 members 
Mstep: Class 19 contains 5647 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9812 members 
Mstep: Class 22 contains 9999 members 
Mstep: Class 23 contains 28659 members 
Mstep: Class 24 contains 527917 members 
Mstep: Class 25 contains 60574 members 
Mstep: Class 26 contains 6824 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69784 members 
Mstep: Class 29 contains 5903 members 
Mstep: Class 30 contains 16633 members 
Mstep: Class 31 contains 3324 members 
Mstep: Class 32 contains 23479 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984144.000000 Penalty: 116180.585938
Iteration 368Q: 34 clusters Score -1.119841e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74841 members 
Mstep: Class 2 contains 24262 members 
Mstep: Class 3 contains 3400 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 94924 members 
Mstep: Class 6 contains 154005 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8378 members 
Mstep: Class 9 contains 75879 members 
Mstep: Class 10 contains 63379 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 59921 members 
Mstep: Class 13 contains 5802 members 
Mstep: Class 14 contains 21500 members 
Mstep: Class 15 contains 17028 members 
Mstep: Class 16 contains 13971 members 
Mstep: Class 17 contains 37852 members 
Mstep: Class 18 contains 2930 members 
Mstep: Class 19 contains 5648 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9812 members 
Mstep: Class 22 contains 9999 members 
Mstep: Class 23 contains 28659 members 
Mstep: Class 24 contains 527883 members 
Mstep: Class 25 contains 60572 members 
Mstep: Class 26 contains 6824 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69788 members 
Mstep: Class 29 contains 5903 members 
Mstep: Class 30 contains 16638 members 
Mstep: Class 31 contains 3324 members 
Mstep: Class 32 contains 23485 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984192.000000 Penalty: 116180.585938
Iteration 369Q: 34 clusters Score -1.119842e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74840 members 
Mstep: Class 2 contains 24262 members 
Mstep: Class 3 contains 3400 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 94947 members 
Mstep: Class 6 contains 154004 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8378 members 
Mstep: Class 9 contains 75879 members 
Mstep: Class 10 contains 63374 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 59918 members 
Mstep: Class 13 contains 5802 members 
Mstep: Class 14 contains 21501 members 
Mstep: Class 15 contains 17028 members 
Mstep: Class 16 contains 13970 members 
Mstep: Class 17 contains 37853 members 
Mstep: Class 18 contains 2930 members 
Mstep: Class 19 contains 5648 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9812 members 
Mstep: Class 22 contains 9999 members 
Mstep: Class 23 contains 28659 members 
Mstep: Class 24 contains 527865 members 
Mstep: Class 25 contains 60567 members 
Mstep: Class 26 contains 6824 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69790 members 
Mstep: Class 29 contains 5903 members 
Mstep: Class 30 contains 16639 members 
Mstep: Class 31 contains 3324 members 
Mstep: Class 32 contains 23491 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984144.000000 Penalty: 116180.585938
Iteration 370Q: 34 clusters Score -1.119841e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74841 members 
Mstep: Class 2 contains 24263 members 
Mstep: Class 3 contains 3400 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 94966 members 
Mstep: Class 6 contains 154001 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8378 members 
Mstep: Class 9 contains 75880 members 
Mstep: Class 10 contains 63370 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 59918 members 
Mstep: Class 13 contains 5802 members 
Mstep: Class 14 contains 21502 members 
Mstep: Class 15 contains 17027 members 
Mstep: Class 16 contains 13969 members 
Mstep: Class 17 contains 37854 members 
Mstep: Class 18 contains 2930 members 
Mstep: Class 19 contains 5648 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9812 members 
Mstep: Class 22 contains 9999 members 
Mstep: Class 23 contains 28659 members 
Mstep: Class 24 contains 527847 members 
Mstep: Class 25 contains 60563 members 
Mstep: Class 26 contains 6822 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69792 members 
Mstep: Class 29 contains 5903 members 
Mstep: Class 30 contains 16640 members 
Mstep: Class 31 contains 3324 members 
Mstep: Class 32 contains 23497 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984152.000000 Penalty: 116180.585938
Iteration 371Q: 34 clusters Score -1.119842e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74842 members 
Mstep: Class 2 contains 24263 members 
Mstep: Class 3 contains 3400 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 94979 members 
Mstep: Class 6 contains 154000 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8378 members 
Mstep: Class 9 contains 75880 members 
Mstep: Class 10 contains 63368 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 59917 members 
Mstep: Class 13 contains 5802 members 
Mstep: Class 14 contains 21501 members 
Mstep: Class 15 contains 17026 members 
Mstep: Class 16 contains 13968 members 
Mstep: Class 17 contains 37853 members 
Mstep: Class 18 contains 2930 members 
Mstep: Class 19 contains 5648 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9812 members 
Mstep: Class 22 contains 9999 members 
Mstep: Class 23 contains 28659 members 
Mstep: Class 24 contains 527828 members 
Mstep: Class 25 contains 60560 members 
Mstep: Class 26 contains 6822 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69800 members 
Mstep: Class 29 contains 5903 members 
Mstep: Class 30 contains 16642 members 
Mstep: Class 31 contains 3324 members 
Mstep: Class 32 contains 23503 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984184.000000 Penalty: 116180.585938
Iteration 372Q: 34 clusters Score -1.119842e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74842 members 
Mstep: Class 2 contains 24263 members 
Mstep: Class 3 contains 3400 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 94998 members 
Mstep: Class 6 contains 153998 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8378 members 
Mstep: Class 9 contains 75880 members 
Mstep: Class 10 contains 63365 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 59916 members 
Mstep: Class 13 contains 5802 members 
Mstep: Class 14 contains 21503 members 
Mstep: Class 15 contains 17026 members 
Mstep: Class 16 contains 13966 members 
Mstep: Class 17 contains 37850 members 
Mstep: Class 18 contains 2930 members 
Mstep: Class 19 contains 5648 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9812 members 
Mstep: Class 22 contains 9999 members 
Mstep: Class 23 contains 28659 members 
Mstep: Class 24 contains 527798 members 
Mstep: Class 25 contains 60557 members 
Mstep: Class 26 contains 6820 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69808 members 
Mstep: Class 29 contains 5903 members 
Mstep: Class 30 contains 16647 members 
Mstep: Class 31 contains 3324 members 
Mstep: Class 32 contains 23515 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984232.000000 Penalty: 116180.585938
Iteration 373Q: 34 clusters Score -1.119842e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74842 members 
Mstep: Class 2 contains 24263 members 
Mstep: Class 3 contains 3401 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 95015 members 
Mstep: Class 6 contains 153998 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8378 members 
Mstep: Class 9 contains 75880 members 
Mstep: Class 10 contains 63361 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 59916 members 
Mstep: Class 13 contains 5802 members 
Mstep: Class 14 contains 21502 members 
Mstep: Class 15 contains 17026 members 
Mstep: Class 16 contains 13964 members 
Mstep: Class 17 contains 37848 members 
Mstep: Class 18 contains 2930 members 
Mstep: Class 19 contains 5648 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9812 members 
Mstep: Class 22 contains 9999 members 
Mstep: Class 23 contains 28660 members 
Mstep: Class 24 contains 527774 members 
Mstep: Class 25 contains 60555 members 
Mstep: Class 26 contains 6820 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69813 members 
Mstep: Class 29 contains 5903 members 
Mstep: Class 30 contains 16656 members 
Mstep: Class 31 contains 3324 members 
Mstep: Class 32 contains 23517 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984224.000000 Penalty: 116180.585938
Iteration 374Q: 34 clusters Score -1.119842e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74842 members 
Mstep: Class 2 contains 24263 members 
Mstep: Class 3 contains 3401 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 95027 members 
Mstep: Class 6 contains 153998 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8378 members 
Mstep: Class 9 contains 75877 members 
Mstep: Class 10 contains 63359 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 59916 members 
Mstep: Class 13 contains 5802 members 
Mstep: Class 14 contains 21502 members 
Mstep: Class 15 contains 17026 members 
Mstep: Class 16 contains 13961 members 
Mstep: Class 17 contains 37847 members 
Mstep: Class 18 contains 2930 members 
Mstep: Class 19 contains 5647 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9812 members 
Mstep: Class 22 contains 9999 members 
Mstep: Class 23 contains 28658 members 
Mstep: Class 24 contains 527757 members 
Mstep: Class 25 contains 60554 members 
Mstep: Class 26 contains 6820 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69816 members 
Mstep: Class 29 contains 5903 members 
Mstep: Class 30 contains 16666 members 
Mstep: Class 31 contains 3324 members 
Mstep: Class 32 contains 23522 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984272.000000 Penalty: 116180.585938
Iteration 375Q: 34 clusters Score -1.119843e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74842 members 
Mstep: Class 2 contains 24263 members 
Mstep: Class 3 contains 3401 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 95039 members 
Mstep: Class 6 contains 153998 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8378 members 
Mstep: Class 9 contains 75875 members 
Mstep: Class 10 contains 63363 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 59915 members 
Mstep: Class 13 contains 5803 members 
Mstep: Class 14 contains 21501 members 
Mstep: Class 15 contains 17026 members 
Mstep: Class 16 contains 13958 members 
Mstep: Class 17 contains 37848 members 
Mstep: Class 18 contains 2930 members 
Mstep: Class 19 contains 5647 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9812 members 
Mstep: Class 22 contains 9999 members 
Mstep: Class 23 contains 28658 members 
Mstep: Class 24 contains 527741 members 
Mstep: Class 25 contains 60554 members 
Mstep: Class 26 contains 6820 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69816 members 
Mstep: Class 29 contains 5903 members 
Mstep: Class 30 contains 16670 members 
Mstep: Class 31 contains 3324 members 
Mstep: Class 32 contains 23523 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984288.000000 Penalty: 116180.585938
Iteration 376Q: 34 clusters Score -1.119843e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74842 members 
Mstep: Class 2 contains 24263 members 
Mstep: Class 3 contains 3401 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 95051 members 
Mstep: Class 6 contains 153998 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8378 members 
Mstep: Class 9 contains 75873 members 
Mstep: Class 10 contains 63360 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 59916 members 
Mstep: Class 13 contains 5804 members 
Mstep: Class 14 contains 21502 members 
Mstep: Class 15 contains 17026 members 
Mstep: Class 16 contains 13956 members 
Mstep: Class 17 contains 37846 members 
Mstep: Class 18 contains 2930 members 
Mstep: Class 19 contains 5647 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9812 members 
Mstep: Class 22 contains 9999 members 
Mstep: Class 23 contains 28657 members 
Mstep: Class 24 contains 527720 members 
Mstep: Class 25 contains 60553 members 
Mstep: Class 26 contains 6820 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69817 members 
Mstep: Class 29 contains 5903 members 
Mstep: Class 30 contains 16680 members 
Mstep: Class 31 contains 3324 members 
Mstep: Class 32 contains 23529 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984248.000000 Penalty: 116180.585938
Iteration 377Q: 34 clusters Score -1.119842e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74841 members 
Mstep: Class 2 contains 24263 members 
Mstep: Class 3 contains 3401 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 95068 members 
Mstep: Class 6 contains 153998 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8378 members 
Mstep: Class 9 contains 75873 members 
Mstep: Class 10 contains 63358 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 59914 members 
Mstep: Class 13 contains 5804 members 
Mstep: Class 14 contains 21503 members 
Mstep: Class 15 contains 17027 members 
Mstep: Class 16 contains 13956 members 
Mstep: Class 17 contains 37843 members 
Mstep: Class 18 contains 2930 members 
Mstep: Class 19 contains 5647 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9812 members 
Mstep: Class 22 contains 9999 members 
Mstep: Class 23 contains 28658 members 
Mstep: Class 24 contains 527691 members 
Mstep: Class 25 contains 60552 members 
Mstep: Class 26 contains 6820 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69818 members 
Mstep: Class 29 contains 5903 members 
Mstep: Class 30 contains 16692 members 
Mstep: Class 31 contains 3324 members 
Mstep: Class 32 contains 23534 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984216.000000 Penalty: 116180.585938
Iteration 378Q: 34 clusters Score -1.119842e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74841 members 
Mstep: Class 2 contains 24264 members 
Mstep: Class 3 contains 3401 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 95088 members 
Mstep: Class 6 contains 153998 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8378 members 
Mstep: Class 9 contains 75875 members 
Mstep: Class 10 contains 63358 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 59909 members 
Mstep: Class 13 contains 5804 members 
Mstep: Class 14 contains 21503 members 
Mstep: Class 15 contains 17027 members 
Mstep: Class 16 contains 13956 members 
Mstep: Class 17 contains 37843 members 
Mstep: Class 18 contains 2930 members 
Mstep: Class 19 contains 5647 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9812 members 
Mstep: Class 22 contains 9999 members 
Mstep: Class 23 contains 28658 members 
Mstep: Class 24 contains 527657 members 
Mstep: Class 25 contains 60551 members 
Mstep: Class 26 contains 6820 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69818 members 
Mstep: Class 29 contains 5903 members 
Mstep: Class 30 contains 16701 members 
Mstep: Class 31 contains 3324 members 
Mstep: Class 32 contains 23542 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984232.000000 Penalty: 116180.585938
Iteration 379Q: 34 clusters Score -1.119842e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74841 members 
Mstep: Class 2 contains 24263 members 
Mstep: Class 3 contains 3401 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 95109 members 
Mstep: Class 6 contains 153998 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8378 members 
Mstep: Class 9 contains 75875 members 
Mstep: Class 10 contains 63364 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 59906 members 
Mstep: Class 13 contains 5804 members 
Mstep: Class 14 contains 21503 members 
Mstep: Class 15 contains 17027 members 
Mstep: Class 16 contains 13955 members 
Mstep: Class 17 contains 37846 members 
Mstep: Class 18 contains 2930 members 
Mstep: Class 19 contains 5647 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9811 members 
Mstep: Class 22 contains 9999 members 
Mstep: Class 23 contains 28657 members 
Mstep: Class 24 contains 527620 members 
Mstep: Class 25 contains 60551 members 
Mstep: Class 26 contains 6819 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69817 members 
Mstep: Class 29 contains 5903 members 
Mstep: Class 30 contains 16712 members 
Mstep: Class 31 contains 3324 members 
Mstep: Class 32 contains 23547 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984248.000000 Penalty: 116180.585938
Iteration 380F: 34 clusters Score -1.119842e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74839 members 
Mstep: Class 2 contains 24263 members 
Mstep: Class 3 contains 3401 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 95127 members 
Mstep: Class 6 contains 153996 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8378 members 
Mstep: Class 9 contains 75876 members 
Mstep: Class 10 contains 63365 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 59905 members 
Mstep: Class 13 contains 5804 members 
Mstep: Class 14 contains 21506 members 
Mstep: Class 15 contains 17027 members 
Mstep: Class 16 contains 13957 members 
Mstep: Class 17 contains 37848 members 
Mstep: Class 18 contains 2930 members 
Mstep: Class 19 contains 5647 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9811 members 
Mstep: Class 22 contains 9999 members 
Mstep: Class 23 contains 28658 members 
Mstep: Class 24 contains 527590 members 
Mstep: Class 25 contains 60550 members 
Mstep: Class 26 contains 6819 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69818 members 
Mstep: Class 29 contains 5903 members 
Mstep: Class 30 contains 16717 members 
Mstep: Class 31 contains 3324 members 
Mstep: Class 32 contains 23549 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984352.000000 Penalty: 116180.585938
Iteration 381Q: 34 clusters Score -1.119844e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74840 members 
Mstep: Class 2 contains 24264 members 
Mstep: Class 3 contains 3401 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 95140 members 
Mstep: Class 6 contains 153995 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8378 members 
Mstep: Class 9 contains 75876 members 
Mstep: Class 10 contains 63364 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 59903 members 
Mstep: Class 13 contains 5804 members 
Mstep: Class 14 contains 21507 members 
Mstep: Class 15 contains 17027 members 
Mstep: Class 16 contains 13956 members 
Mstep: Class 17 contains 37850 members 
Mstep: Class 18 contains 2930 members 
Mstep: Class 19 contains 5647 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9811 members 
Mstep: Class 22 contains 9999 members 
Mstep: Class 23 contains 28656 members 
Mstep: Class 24 contains 527571 members 
Mstep: Class 25 contains 60549 members 
Mstep: Class 26 contains 6819 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69818 members 
Mstep: Class 29 contains 5904 members 
Mstep: Class 30 contains 16723 members 
Mstep: Class 31 contains 3324 members 
Mstep: Class 32 contains 23551 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984392.000000 Penalty: 116180.585938
Iteration 382Q: 34 clusters Score -1.119844e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74840 members 
Mstep: Class 2 contains 24264 members 
Mstep: Class 3 contains 3401 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 95153 members 
Mstep: Class 6 contains 153995 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8378 members 
Mstep: Class 9 contains 75876 members 
Mstep: Class 10 contains 63362 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 59902 members 
Mstep: Class 13 contains 5804 members 
Mstep: Class 14 contains 21508 members 
Mstep: Class 15 contains 17027 members 
Mstep: Class 16 contains 13954 members 
Mstep: Class 17 contains 37852 members 
Mstep: Class 18 contains 2930 members 
Mstep: Class 19 contains 5647 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9811 members 
Mstep: Class 22 contains 9999 members 
Mstep: Class 23 contains 28656 members 
Mstep: Class 24 contains 527552 members 
Mstep: Class 25 contains 60547 members 
Mstep: Class 26 contains 6819 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69819 members 
Mstep: Class 29 contains 5904 members 
Mstep: Class 30 contains 16730 members 
Mstep: Class 31 contains 3324 members 
Mstep: Class 32 contains 23553 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984304.000000 Penalty: 116180.585938
Iteration 383Q: 34 clusters Score -1.119843e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74840 members 
Mstep: Class 2 contains 24265 members 
Mstep: Class 3 contains 3401 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 95170 members 
Mstep: Class 6 contains 153995 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8378 members 
Mstep: Class 9 contains 75876 members 
Mstep: Class 10 contains 63359 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 59902 members 
Mstep: Class 13 contains 5804 members 
Mstep: Class 14 contains 21507 members 
Mstep: Class 15 contains 17027 members 
Mstep: Class 16 contains 13955 members 
Mstep: Class 17 contains 37854 members 
Mstep: Class 18 contains 2930 members 
Mstep: Class 19 contains 5647 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9811 members 
Mstep: Class 22 contains 9999 members 
Mstep: Class 23 contains 28655 members 
Mstep: Class 24 contains 527530 members 
Mstep: Class 25 contains 60546 members 
Mstep: Class 26 contains 6819 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69820 members 
Mstep: Class 29 contains 5904 members 
Mstep: Class 30 contains 16733 members 
Mstep: Class 31 contains 3324 members 
Mstep: Class 32 contains 23556 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984304.000000 Penalty: 116180.585938
Iteration 384Q: 34 clusters Score -1.119843e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74840 members 
Mstep: Class 2 contains 24265 members 
Mstep: Class 3 contains 3401 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 95183 members 
Mstep: Class 6 contains 153995 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8378 members 
Mstep: Class 9 contains 75878 members 
Mstep: Class 10 contains 63356 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 59901 members 
Mstep: Class 13 contains 5804 members 
Mstep: Class 14 contains 21508 members 
Mstep: Class 15 contains 17027 members 
Mstep: Class 16 contains 13954 members 
Mstep: Class 17 contains 37856 members 
Mstep: Class 18 contains 2930 members 
Mstep: Class 19 contains 5647 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9811 members 
Mstep: Class 22 contains 9999 members 
Mstep: Class 23 contains 28656 members 
Mstep: Class 24 contains 527508 members 
Mstep: Class 25 contains 60545 members 
Mstep: Class 26 contains 6819 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69821 members 
Mstep: Class 29 contains 5904 members 
Mstep: Class 30 contains 16736 members 
Mstep: Class 31 contains 3324 members 
Mstep: Class 32 contains 23561 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984304.000000 Penalty: 116180.585938
Iteration 385Q: 34 clusters Score -1.119843e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74839 members 
Mstep: Class 2 contains 24265 members 
Mstep: Class 3 contains 3401 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 95194 members 
Mstep: Class 6 contains 153995 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8378 members 
Mstep: Class 9 contains 75880 members 
Mstep: Class 10 contains 63354 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 59901 members 
Mstep: Class 13 contains 5804 members 
Mstep: Class 14 contains 21509 members 
Mstep: Class 15 contains 17027 members 
Mstep: Class 16 contains 13952 members 
Mstep: Class 17 contains 37861 members 
Mstep: Class 18 contains 2930 members 
Mstep: Class 19 contains 5647 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9811 members 
Mstep: Class 22 contains 9999 members 
Mstep: Class 23 contains 28656 members 
Mstep: Class 24 contains 527493 members 
Mstep: Class 25 contains 60544 members 
Mstep: Class 26 contains 6819 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69822 members 
Mstep: Class 29 contains 5904 members 
Mstep: Class 30 contains 16737 members 
Mstep: Class 31 contains 3324 members 
Mstep: Class 32 contains 23561 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984320.000000 Penalty: 116180.585938
Iteration 386Q: 34 clusters Score -1.119843e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74837 members 
Mstep: Class 2 contains 24265 members 
Mstep: Class 3 contains 3401 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 95204 members 
Mstep: Class 6 contains 153995 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8378 members 
Mstep: Class 9 contains 75882 members 
Mstep: Class 10 contains 63349 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 59901 members 
Mstep: Class 13 contains 5804 members 
Mstep: Class 14 contains 21510 members 
Mstep: Class 15 contains 17027 members 
Mstep: Class 16 contains 13951 members 
Mstep: Class 17 contains 37864 members 
Mstep: Class 18 contains 2930 members 
Mstep: Class 19 contains 5647 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9811 members 
Mstep: Class 22 contains 9999 members 
Mstep: Class 23 contains 28656 members 
Mstep: Class 24 contains 527478 members 
Mstep: Class 25 contains 60543 members 
Mstep: Class 26 contains 6819 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69824 members 
Mstep: Class 29 contains 5904 members 
Mstep: Class 30 contains 16739 members 
Mstep: Class 31 contains 3324 members 
Mstep: Class 32 contains 23565 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984392.000000 Penalty: 116180.585938
Iteration 387Q: 34 clusters Score -1.119844e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74836 members 
Mstep: Class 2 contains 24265 members 
Mstep: Class 3 contains 3401 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 95211 members 
Mstep: Class 6 contains 153994 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8378 members 
Mstep: Class 9 contains 75882 members 
Mstep: Class 10 contains 63346 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 59902 members 
Mstep: Class 13 contains 5803 members 
Mstep: Class 14 contains 21510 members 
Mstep: Class 15 contains 17027 members 
Mstep: Class 16 contains 13952 members 
Mstep: Class 17 contains 37866 members 
Mstep: Class 18 contains 2930 members 
Mstep: Class 19 contains 5647 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9811 members 
Mstep: Class 22 contains 9999 members 
Mstep: Class 23 contains 28656 members 
Mstep: Class 24 contains 527468 members 
Mstep: Class 25 contains 60542 members 
Mstep: Class 26 contains 6819 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69824 members 
Mstep: Class 29 contains 5904 members 
Mstep: Class 30 contains 16742 members 
Mstep: Class 31 contains 3324 members 
Mstep: Class 32 contains 23568 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984336.000000 Penalty: 116180.585938
Iteration 388Q: 34 clusters Score -1.119843e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74835 members 
Mstep: Class 2 contains 24265 members 
Mstep: Class 3 contains 3401 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 95217 members 
Mstep: Class 6 contains 153993 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8378 members 
Mstep: Class 9 contains 75883 members 
Mstep: Class 10 contains 63343 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 59903 members 
Mstep: Class 13 contains 5801 members 
Mstep: Class 14 contains 21513 members 
Mstep: Class 15 contains 17027 members 
Mstep: Class 16 contains 13952 members 
Mstep: Class 17 contains 37869 members 
Mstep: Class 18 contains 2930 members 
Mstep: Class 19 contains 5647 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9811 members 
Mstep: Class 22 contains 9999 members 
Mstep: Class 23 contains 28656 members 
Mstep: Class 24 contains 527457 members 
Mstep: Class 25 contains 60542 members 
Mstep: Class 26 contains 6819 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69824 members 
Mstep: Class 29 contains 5904 members 
Mstep: Class 30 contains 16745 members 
Mstep: Class 31 contains 3324 members 
Mstep: Class 32 contains 23569 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984344.000000 Penalty: 116180.585938
Iteration 389Q: 34 clusters Score -1.119843e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74835 members 
Mstep: Class 2 contains 24265 members 
Mstep: Class 3 contains 3401 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 95223 members 
Mstep: Class 6 contains 153993 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8378 members 
Mstep: Class 9 contains 75885 members 
Mstep: Class 10 contains 63340 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 59905 members 
Mstep: Class 13 contains 5803 members 
Mstep: Class 14 contains 21516 members 
Mstep: Class 15 contains 17027 members 
Mstep: Class 16 contains 13952 members 
Mstep: Class 17 contains 37869 members 
Mstep: Class 18 contains 2930 members 
Mstep: Class 19 contains 5647 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9811 members 
Mstep: Class 22 contains 10000 members 
Mstep: Class 23 contains 28656 members 
Mstep: Class 24 contains 527443 members 
Mstep: Class 25 contains 60542 members 
Mstep: Class 26 contains 6819 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69824 members 
Mstep: Class 29 contains 5904 members 
Mstep: Class 30 contains 16745 members 
Mstep: Class 31 contains 3324 members 
Mstep: Class 32 contains 23570 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984376.000000 Penalty: 116180.585938
Iteration 390Q: 34 clusters Score -1.119844e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74835 members 
Mstep: Class 2 contains 24265 members 
Mstep: Class 3 contains 3401 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 95231 members 
Mstep: Class 6 contains 153993 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8378 members 
Mstep: Class 9 contains 75886 members 
Mstep: Class 10 contains 63338 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 59906 members 
Mstep: Class 13 contains 5802 members 
Mstep: Class 14 contains 21517 members 
Mstep: Class 15 contains 17027 members 
Mstep: Class 16 contains 13951 members 
Mstep: Class 17 contains 37871 members 
Mstep: Class 18 contains 2930 members 
Mstep: Class 19 contains 5647 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9811 members 
Mstep: Class 22 contains 10000 members 
Mstep: Class 23 contains 28656 members 
Mstep: Class 24 contains 527433 members 
Mstep: Class 25 contains 60541 members 
Mstep: Class 26 contains 6819 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69824 members 
Mstep: Class 29 contains 5904 members 
Mstep: Class 30 contains 16747 members 
Mstep: Class 31 contains 3324 members 
Mstep: Class 32 contains 23570 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984368.000000 Penalty: 116180.585938
Iteration 391Q: 34 clusters Score -1.119844e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74834 members 
Mstep: Class 2 contains 24265 members 
Mstep: Class 3 contains 3401 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 95242 members 
Mstep: Class 6 contains 153993 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8378 members 
Mstep: Class 9 contains 75886 members 
Mstep: Class 10 contains 63334 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 59906 members 
Mstep: Class 13 contains 5802 members 
Mstep: Class 14 contains 21517 members 
Mstep: Class 15 contains 17029 members 
Mstep: Class 16 contains 13951 members 
Mstep: Class 17 contains 37871 members 
Mstep: Class 18 contains 2930 members 
Mstep: Class 19 contains 5647 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9811 members 
Mstep: Class 22 contains 10001 members 
Mstep: Class 23 contains 28656 members 
Mstep: Class 24 contains 527424 members 
Mstep: Class 25 contains 60540 members 
Mstep: Class 26 contains 6819 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69824 members 
Mstep: Class 29 contains 5904 members 
Mstep: Class 30 contains 16748 members 
Mstep: Class 31 contains 3324 members 
Mstep: Class 32 contains 23570 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984416.000000 Penalty: 116180.585938
Iteration 392Q: 34 clusters Score -1.119844e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74834 members 
Mstep: Class 2 contains 24265 members 
Mstep: Class 3 contains 3401 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 95253 members 
Mstep: Class 6 contains 153993 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8378 members 
Mstep: Class 9 contains 75885 members 
Mstep: Class 10 contains 63333 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 59906 members 
Mstep: Class 13 contains 5802 members 
Mstep: Class 14 contains 21517 members 
Mstep: Class 15 contains 17028 members 
Mstep: Class 16 contains 13953 members 
Mstep: Class 17 contains 37869 members 
Mstep: Class 18 contains 2930 members 
Mstep: Class 19 contains 5647 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9811 members 
Mstep: Class 22 contains 10004 members 
Mstep: Class 23 contains 28656 members 
Mstep: Class 24 contains 527412 members 
Mstep: Class 25 contains 60539 members 
Mstep: Class 26 contains 6818 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69824 members 
Mstep: Class 29 contains 5904 members 
Mstep: Class 30 contains 16752 members 
Mstep: Class 31 contains 3324 members 
Mstep: Class 32 contains 23569 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984384.000000 Penalty: 116180.585938
Iteration 393Q: 34 clusters Score -1.119844e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74832 members 
Mstep: Class 2 contains 24265 members 
Mstep: Class 3 contains 3401 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 95259 members 
Mstep: Class 6 contains 153993 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8378 members 
Mstep: Class 9 contains 75886 members 
Mstep: Class 10 contains 63330 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 59907 members 
Mstep: Class 13 contains 5802 members 
Mstep: Class 14 contains 21517 members 
Mstep: Class 15 contains 17028 members 
Mstep: Class 16 contains 13952 members 
Mstep: Class 17 contains 37871 members 
Mstep: Class 18 contains 2930 members 
Mstep: Class 19 contains 5647 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9811 members 
Mstep: Class 22 contains 10004 members 
Mstep: Class 23 contains 28656 members 
Mstep: Class 24 contains 527405 members 
Mstep: Class 25 contains 60538 members 
Mstep: Class 26 contains 6819 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69824 members 
Mstep: Class 29 contains 5904 members 
Mstep: Class 30 contains 16755 members 
Mstep: Class 31 contains 3324 members 
Mstep: Class 32 contains 23569 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984432.000000 Penalty: 116180.585938
Iteration 394Q: 34 clusters Score -1.119844e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74831 members 
Mstep: Class 2 contains 24265 members 
Mstep: Class 3 contains 3401 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 95264 members 
Mstep: Class 6 contains 153992 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8378 members 
Mstep: Class 9 contains 75888 members 
Mstep: Class 10 contains 63329 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 59909 members 
Mstep: Class 13 contains 5802 members 
Mstep: Class 14 contains 21518 members 
Mstep: Class 15 contains 17028 members 
Mstep: Class 16 contains 13950 members 
Mstep: Class 17 contains 37872 members 
Mstep: Class 18 contains 2930 members 
Mstep: Class 19 contains 5647 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9811 members 
Mstep: Class 22 contains 10004 members 
Mstep: Class 23 contains 28653 members 
Mstep: Class 24 contains 527396 members 
Mstep: Class 25 contains 60536 members 
Mstep: Class 26 contains 6819 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69824 members 
Mstep: Class 29 contains 5904 members 
Mstep: Class 30 contains 16763 members 
Mstep: Class 31 contains 3324 members 
Mstep: Class 32 contains 23569 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984328.000000 Penalty: 116180.585938
Iteration 395Q: 34 clusters Score -1.119843e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74830 members 
Mstep: Class 2 contains 24265 members 
Mstep: Class 3 contains 3401 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 95271 members 
Mstep: Class 6 contains 153990 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8378 members 
Mstep: Class 9 contains 75889 members 
Mstep: Class 10 contains 63328 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 59911 members 
Mstep: Class 13 contains 5802 members 
Mstep: Class 14 contains 21518 members 
Mstep: Class 15 contains 17028 members 
Mstep: Class 16 contains 13950 members 
Mstep: Class 17 contains 37873 members 
Mstep: Class 18 contains 2930 members 
Mstep: Class 19 contains 5647 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9811 members 
Mstep: Class 22 contains 10004 members 
Mstep: Class 23 contains 28651 members 
Mstep: Class 24 contains 527387 members 
Mstep: Class 25 contains 60535 members 
Mstep: Class 26 contains 6819 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69824 members 
Mstep: Class 29 contains 5904 members 
Mstep: Class 30 contains 16768 members 
Mstep: Class 31 contains 3324 members 
Mstep: Class 32 contains 23569 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984304.000000 Penalty: 116180.585938
Iteration 396Q: 34 clusters Score -1.119843e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74830 members 
Mstep: Class 2 contains 24265 members 
Mstep: Class 3 contains 3401 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 95277 members 
Mstep: Class 6 contains 153990 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8378 members 
Mstep: Class 9 contains 75889 members 
Mstep: Class 10 contains 63328 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 59911 members 
Mstep: Class 13 contains 5802 members 
Mstep: Class 14 contains 21518 members 
Mstep: Class 15 contains 17027 members 
Mstep: Class 16 contains 13950 members 
Mstep: Class 17 contains 37874 members 
Mstep: Class 18 contains 2930 members 
Mstep: Class 19 contains 5647 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9811 members 
Mstep: Class 22 contains 10004 members 
Mstep: Class 23 contains 28651 members 
Mstep: Class 24 contains 527381 members 
Mstep: Class 25 contains 60533 members 
Mstep: Class 26 contains 6819 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69824 members 
Mstep: Class 29 contains 5904 members 
Mstep: Class 30 contains 16770 members 
Mstep: Class 31 contains 3324 members 
Mstep: Class 32 contains 23569 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984368.000000 Penalty: 116180.585938
Iteration 397Q: 34 clusters Score -1.119844e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74830 members 
Mstep: Class 2 contains 24265 members 
Mstep: Class 3 contains 3401 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 95285 members 
Mstep: Class 6 contains 153990 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8378 members 
Mstep: Class 9 contains 75889 members 
Mstep: Class 10 contains 63325 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 59911 members 
Mstep: Class 13 contains 5802 members 
Mstep: Class 14 contains 21518 members 
Mstep: Class 15 contains 17027 members 
Mstep: Class 16 contains 13950 members 
Mstep: Class 17 contains 37874 members 
Mstep: Class 18 contains 2930 members 
Mstep: Class 19 contains 5647 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9811 members 
Mstep: Class 22 contains 10004 members 
Mstep: Class 23 contains 28649 members 
Mstep: Class 24 contains 527371 members 
Mstep: Class 25 contains 60531 members 
Mstep: Class 26 contains 6819 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69825 members 
Mstep: Class 29 contains 5904 members 
Mstep: Class 30 contains 16777 members 
Mstep: Class 31 contains 3324 members 
Mstep: Class 32 contains 23570 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984408.000000 Penalty: 116180.585938
Iteration 398Q: 34 clusters Score -1.119844e+08 nChanged 16
Entering ConstructFrom: 
Score: -111984408.000000 Penalty: 116180.585938
Entering ConstructFrom: 
Trying to split cluster 1 (74830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74830 members 
Entering Unmasked Estep 
Score: -6036875.000000 Penalty: 2783.297607
	Iteration 0F: 2 clusters Score -6036875 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37492 members 
Mstep: Class 2 contains 37338 members 
Entering Unmasked Estep 
Score: -5986965.500000 Penalty: 5566.595215
	Iteration 0F: 3 clusters Score -5986966 nChanged 34890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38584 members 
Mstep: Class 2 contains 36246 members 
Entering Unmasked Estep 
Score: -6006347.000000 Penalty: 5566.595215
	Iteration 1F: 3 clusters Score -6006347 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39467 members 
Mstep: Class 2 contains 35363 members 
Entering Unmasked Estep 
Score: -6007147.500000 Penalty: 5566.595215
	Iteration 2Q: 3 clusters Score -6007148 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40922 members 
Mstep: Class 2 contains 33908 members 
Entering Unmasked Estep 
Score: -6008326.000000 Penalty: 5566.595215
	Iteration 3Q: 3 clusters Score -6008326 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43084 members 
Mstep: Class 2 contains 31746 members 
Entering Unmasked Estep 
Score: -6009931.500000 Penalty: 5566.595215
	Iteration 4Q: 3 clusters Score -6009932 nChanged 4422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46192 members 
Mstep: Class 2 contains 28638 members 
Entering Unmasked Estep 
Score: -6012570.500000 Penalty: 5566.595215
	Iteration 5F: 3 clusters Score -6012570 nChanged 5140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50268 members 
Mstep: Class 2 contains 24562 members 
Entering Unmasked Estep 
Score: -6016202.500000 Penalty: 5566.595215
	Iteration 6F: 3 clusters Score -6016202 nChanged 5504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54920 members 
Mstep: Class 2 contains 19910 members 
Entering Unmasked Estep 
Score: -6020643.000000 Penalty: 5566.595215
	Iteration 7F: 3 clusters Score -6020643 nChanged 4971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59301 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -6024929.000000 Penalty: 5566.595215
	Iteration 8F: 3 clusters Score -6024929 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62801 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -6028205.500000 Penalty: 5566.595215
	Iteration 9F: 3 clusters Score -6028206 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65246 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -6030404.500000 Penalty: 5566.595215
	Iteration 10Q: 3 clusters Score -6030404 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66935 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -6031860.000000 Penalty: 5566.595215
	Iteration 11Q: 3 clusters Score -6031860 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68148 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -6032856.500000 Penalty: 5566.595215
	Iteration 12Q: 3 clusters Score -6032856 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68919 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -6033490.500000 Penalty: 5566.595215
	Iteration 13Q: 3 clusters Score -6033490 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69444 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -6033898.000000 Penalty: 5566.595215
	Iteration 14Q: 3 clusters Score -6033898 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69852 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -6034158.500000 Penalty: 5566.595215
	Iteration 15Q: 3 clusters Score -6034158 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70157 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -6034340.000000 Penalty: 5566.595215
	Iteration 16Q: 3 clusters Score -6034340 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70429 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -6034495.000000 Penalty: 5566.595215
	Iteration 17Q: 3 clusters Score -6034495 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70628 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -6034597.000000 Penalty: 5566.595215
	Iteration 18Q: 3 clusters Score -6034597 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70796 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -6034658.000000 Penalty: 5566.595215
	Iteration 19Q: 3 clusters Score -6034658 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70943 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -6034734.000000 Penalty: 5566.595215
	Iteration 20F: 3 clusters Score -6034734 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71060 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -6034771.000000 Penalty: 5566.595215
	Iteration 21Q: 3 clusters Score -6034771 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71163 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -6034797.500000 Penalty: 5566.595215
	Iteration 22Q: 3 clusters Score -6034798 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71241 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -6034816.500000 Penalty: 5566.595215
	Iteration 23Q: 3 clusters Score -6034816 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71298 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -6034839.500000 Penalty: 5566.595215
	Iteration 24Q: 3 clusters Score -6034840 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71348 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -6034859.500000 Penalty: 5566.595215
	Iteration 25Q: 3 clusters Score -6034860 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71383 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -6034874.000000 Penalty: 5566.595215
	Iteration 26Q: 3 clusters Score -6034874 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71425 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -6034874.000000 Penalty: 5566.595215
	Iteration 27Q: 3 clusters Score -6034874 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71461 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -6034873.500000 Penalty: 5566.595215
	Iteration 28Q: 3 clusters Score -6034874 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71485 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -6034877.000000 Penalty: 5566.595215
	Iteration 29Q: 3 clusters Score -6034877 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71519 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -6034880.000000 Penalty: 5566.595215
	Iteration 30Q: 3 clusters Score -6034880 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71540 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -6034882.000000 Penalty: 5566.595215
	Iteration 31Q: 3 clusters Score -6034882 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71555 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -6034888.500000 Penalty: 5566.595215
	Iteration 32Q: 3 clusters Score -6034888 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71570 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -6034884.500000 Penalty: 5566.595215
	Iteration 33Q: 3 clusters Score -6034884 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71585 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -6034895.000000 Penalty: 5566.595215
	Iteration 34Q: 3 clusters Score -6034895 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71596 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -6034908.000000 Penalty: 5566.595215
	Iteration 35Q: 3 clusters Score -6034908 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71607 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -6034909.500000 Penalty: 5566.595215
	Iteration 36Q: 3 clusters Score -6034910 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71614 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -6034912.000000 Penalty: 5566.595215
	Iteration 37Q: 3 clusters Score -6034912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71622 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -6034917.000000 Penalty: 5566.595215
	Iteration 38Q: 3 clusters Score -6034917 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71628 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -6034915.000000 Penalty: 5566.595215
	Iteration 39Q: 3 clusters Score -6034915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71630 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -6034913.000000 Penalty: 5566.595215
	Iteration 40F: 3 clusters Score -6034913 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71634 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -6034919.000000 Penalty: 5566.595215
	Iteration 41Q: 3 clusters Score -6034919 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71643 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -6034914.000000 Penalty: 5566.595215
	Iteration 42Q: 3 clusters Score -6034914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71649 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -6034915.000000 Penalty: 5566.595215
	Iteration 43Q: 3 clusters Score -6034915 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71657 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -6034908.500000 Penalty: 5566.595215
	Iteration 44Q: 3 clusters Score -6034908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71664 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -6034908.000000 Penalty: 5566.595215
	Iteration 45Q: 3 clusters Score -6034908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71666 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -6034911.000000 Penalty: 5566.595215
	Iteration 46Q: 3 clusters Score -6034911 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71674 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -6034909.500000 Penalty: 5566.595215
	Iteration 47Q: 3 clusters Score -6034910 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71682 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -6034911.500000 Penalty: 5566.595215
	Iteration 48Q: 3 clusters Score -6034912 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71689 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -6034918.000000 Penalty: 5566.595215
	Iteration 49Q: 3 clusters Score -6034918 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71694 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -6034921.500000 Penalty: 5566.595215
	Iteration 50Q: 3 clusters Score -6034922 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71701 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -6034926.500000 Penalty: 5566.595215
	Iteration 51Q: 3 clusters Score -6034926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71704 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -6034923.500000 Penalty: 5566.595215
	Iteration 52Q: 3 clusters Score -6034924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71707 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -6034919.500000 Penalty: 5566.595215
	Iteration 53Q: 3 clusters Score -6034920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71708 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -6034922.500000 Penalty: 5566.595215
	Iteration 54Q: 3 clusters Score -6034922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71709 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -6034924.500000 Penalty: 5566.595215
	Iteration 55Q: 3 clusters Score -6034924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71711 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -6034925.500000 Penalty: 5566.595215
	Iteration 56Q: 3 clusters Score -6034926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71712 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -6034925.000000 Penalty: 5566.595215
	Iteration 57Q: 3 clusters Score -6034925 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71714 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -6034924.000000 Penalty: 5566.595215
	Iteration 58Q: 3 clusters Score -6034924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71717 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -6034928.000000 Penalty: 5566.595215
	Iteration 59Q: 3 clusters Score -6034928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71717 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -6034928.000000 Penalty: 5566.595215
	Iteration 60F: 3 clusters Score -6034928 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (24265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24265 members 
Entering Unmasked Estep 
Score: -1910992.500000 Penalty: 2504.003906
	Iteration 0F: 2 clusters Score -1910992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -1894104.375000 Penalty: 5008.007812
	Iteration 0F: 3 clusters Score -1894104 nChanged 10854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -1900346.375000 Penalty: 5008.007812
	Iteration 1F: 3 clusters Score -1900346 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -1901073.750000 Penalty: 5008.007812
	Iteration 2F: 3 clusters Score -1901074 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -1901707.500000 Penalty: 5008.007812
	Iteration 3F: 3 clusters Score -1901708 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -1902266.750000 Penalty: 5008.007812
	Iteration 4F: 3 clusters Score -1902267 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -1902738.500000 Penalty: 5008.007812
	Iteration 5Q: 3 clusters Score -1902738 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -1903141.750000 Penalty: 5008.007812
	Iteration 6Q: 3 clusters Score -1903142 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -1903458.500000 Penalty: 5008.007812
	Iteration 7Q: 3 clusters Score -1903458 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -1903743.750000 Penalty: 5008.007812
	Iteration 8Q: 3 clusters Score -1903744 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -1904020.875000 Penalty: 5008.007812
	Iteration 9Q: 3 clusters Score -1904021 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -1904315.125000 Penalty: 5008.007812
	Iteration 10Q: 3 clusters Score -1904315 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -1904626.750000 Penalty: 5008.007812
	Iteration 11Q: 3 clusters Score -1904627 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -1904949.000000 Penalty: 5008.007812
	Iteration 12Q: 3 clusters Score -1904949 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -1905260.750000 Penalty: 5008.007812
	Iteration 13Q: 3 clusters Score -1905261 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -1905511.500000 Penalty: 5008.007812
	Iteration 14Q: 3 clusters Score -1905512 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -1905713.625000 Penalty: 5008.007812
	Iteration 15Q: 3 clusters Score -1905714 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -1905855.000000 Penalty: 5008.007812
	Iteration 16Q: 3 clusters Score -1905855 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -1905964.375000 Penalty: 5008.007812
	Iteration 17Q: 3 clusters Score -1905964 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -1906041.500000 Penalty: 5008.007812
	Iteration 18Q: 3 clusters Score -1906042 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -1906115.625000 Penalty: 5008.007812
	Iteration 19Q: 3 clusters Score -1906116 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -1906173.250000 Penalty: 5008.007812
	Iteration 20F: 3 clusters Score -1906173 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -1906232.125000 Penalty: 5008.007812
	Iteration 21Q: 3 clusters Score -1906232 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -1906275.500000 Penalty: 5008.007812
	Iteration 22Q: 3 clusters Score -1906276 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -1906334.000000 Penalty: 5008.007812
	Iteration 23Q: 3 clusters Score -1906334 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
Score: -1906383.875000 Penalty: 5008.007812
	Iteration 24Q: 3 clusters Score -1906384 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -1906437.125000 Penalty: 5008.007812
	Iteration 25Q: 3 clusters Score -1906437 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -1906483.625000 Penalty: 5008.007812
	Iteration 26Q: 3 clusters Score -1906484 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -1906531.500000 Penalty: 5008.007812
	Iteration 27Q: 3 clusters Score -1906532 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -1906591.375000 Penalty: 5008.007812
	Iteration 28Q: 3 clusters Score -1906591 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -1906660.875000 Penalty: 5008.007812
	Iteration 29Q: 3 clusters Score -1906661 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -1906728.500000 Penalty: 5008.007812
	Iteration 30Q: 3 clusters Score -1906728 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -1906805.375000 Penalty: 5008.007812
	Iteration 31Q: 3 clusters Score -1906805 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -1906885.375000 Penalty: 5008.007812
	Iteration 32Q: 3 clusters Score -1906885 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -1906958.375000 Penalty: 5008.007812
	Iteration 33Q: 3 clusters Score -1906958 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -1907034.375000 Penalty: 5008.007812
	Iteration 34Q: 3 clusters Score -1907034 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 15021 members 
Entering Unmasked Estep 
Score: -1907089.500000 Penalty: 5008.007812
	Iteration 35Q: 3 clusters Score -1907090 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
Score: -1907146.250000 Penalty: 5008.007812
	Iteration 36Q: 3 clusters Score -1907146 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 15404 members 
Entering Unmasked Estep 
Score: -1907208.125000 Penalty: 5008.007812
	Iteration 37Q: 3 clusters Score -1907208 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -1907286.250000 Penalty: 5008.007812
	Iteration 38Q: 3 clusters Score -1907286 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -1907359.875000 Penalty: 5008.007812
	Iteration 39Q: 3 clusters Score -1907360 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 16084 members 
Entering Unmasked Estep 
Score: -1907449.375000 Penalty: 5008.007812
	Iteration 40F: 3 clusters Score -1907449 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 16293 members 
Entering Unmasked Estep 
Score: -1907515.375000 Penalty: 5008.007812
	Iteration 41Q: 3 clusters Score -1907515 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
Score: -1907591.875000 Penalty: 5008.007812
	Iteration 42Q: 3 clusters Score -1907592 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 16759 members 
Entering Unmasked Estep 
Score: -1907668.250000 Penalty: 5008.007812
	Iteration 43Q: 3 clusters Score -1907668 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 17007 members 
Entering Unmasked Estep 
Score: -1907742.750000 Penalty: 5008.007812
	Iteration 44Q: 3 clusters Score -1907743 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 17240 members 
Entering Unmasked Estep 
Score: -1907822.500000 Penalty: 5008.007812
	Iteration 45Q: 3 clusters Score -1907822 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 17478 members 
Entering Unmasked Estep 
Score: -1907898.125000 Penalty: 5008.007812
	Iteration 46Q: 3 clusters Score -1907898 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 17727 members 
Entering Unmasked Estep 
Score: -1907981.875000 Penalty: 5008.007812
	Iteration 47Q: 3 clusters Score -1907982 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 17959 members 
Entering Unmasked Estep 
Score: -1908068.000000 Penalty: 5008.007812
	Iteration 48Q: 3 clusters Score -1908068 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 18214 members 
Entering Unmasked Estep 
Score: -1908160.375000 Penalty: 5008.007812
	Iteration 49Q: 3 clusters Score -1908160 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 18465 members 
Entering Unmasked Estep 
Score: -1908253.125000 Penalty: 5008.007812
	Iteration 50Q: 3 clusters Score -1908253 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 18702 members 
Entering Unmasked Estep 
Score: -1908335.125000 Penalty: 5008.007812
	Iteration 51Q: 3 clusters Score -1908335 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 18923 members 
Entering Unmasked Estep 
Score: -1908428.625000 Penalty: 5008.007812
	Iteration 52Q: 3 clusters Score -1908429 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 19186 members 
Entering Unmasked Estep 
Score: -1908548.875000 Penalty: 5008.007812
	Iteration 53Q: 3 clusters Score -1908549 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 19443 members 
Entering Unmasked Estep 
Score: -1908681.625000 Penalty: 5008.007812
	Iteration 54Q: 3 clusters Score -1908682 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 19703 members 
Entering Unmasked Estep 
Score: -1908812.875000 Penalty: 5008.007812
	Iteration 55Q: 3 clusters Score -1908813 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 19964 members 
Entering Unmasked Estep 
Score: -1908921.125000 Penalty: 5008.007812
	Iteration 56Q: 3 clusters Score -1908921 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 20202 members 
Entering Unmasked Estep 
Score: -1909034.500000 Penalty: 5008.007812
	Iteration 57Q: 3 clusters Score -1909034 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 20428 members 
Entering Unmasked Estep 
Score: -1909157.125000 Penalty: 5008.007812
	Iteration 58Q: 3 clusters Score -1909157 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 20655 members 
Entering Unmasked Estep 
Score: -1909290.875000 Penalty: 5008.007812
	Iteration 59Q: 3 clusters Score -1909291 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 20888 members 
Entering Unmasked Estep 
Score: -1909430.375000 Penalty: 5008.007812
	Iteration 60F: 3 clusters Score -1909430 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 21101 members 
Entering Unmasked Estep 
Score: -1909553.750000 Penalty: 5008.007812
	Iteration 61Q: 3 clusters Score -1909554 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 21279 members 
Entering Unmasked Estep 
Score: -1909646.000000 Penalty: 5008.007812
	Iteration 62Q: 3 clusters Score -1909646 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 21456 members 
Entering Unmasked Estep 
Score: -1909733.125000 Penalty: 5008.007812
	Iteration 63Q: 3 clusters Score -1909733 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 21596 members 
Entering Unmasked Estep 
Score: -1909793.250000 Penalty: 5008.007812
	Iteration 64Q: 3 clusters Score -1909793 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 21724 members 
Entering Unmasked Estep 
Score: -1909850.750000 Penalty: 5008.007812
	Iteration 65Q: 3 clusters Score -1909851 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 21844 members 
Entering Unmasked Estep 
Score: -1909904.375000 Penalty: 5008.007812
	Iteration 66Q: 3 clusters Score -1909904 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 21947 members 
Entering Unmasked Estep 
Score: -1909944.625000 Penalty: 5008.007812
	Iteration 67Q: 3 clusters Score -1909945 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 22037 members 
Entering Unmasked Estep 
Score: -1909993.750000 Penalty: 5008.007812
	Iteration 68Q: 3 clusters Score -1909994 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 22142 members 
Entering Unmasked Estep 
Score: -1910052.375000 Penalty: 5008.007812
	Iteration 69Q: 3 clusters Score -1910052 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 22229 members 
Entering Unmasked Estep 
Score: -1910072.125000 Penalty: 5008.007812
	Iteration 70Q: 3 clusters Score -1910072 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 22297 members 
Entering Unmasked Estep 
Score: -1910110.625000 Penalty: 5008.007812
	Iteration 71Q: 3 clusters Score -1910111 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 22363 members 
Entering Unmasked Estep 
Score: -1910134.375000 Penalty: 5008.007812
	Iteration 72Q: 3 clusters Score -1910134 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 22424 members 
Entering Unmasked Estep 
Score: -1910164.125000 Penalty: 5008.007812
	Iteration 73Q: 3 clusters Score -1910164 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 22485 members 
Entering Unmasked Estep 
Score: -1910192.000000 Penalty: 5008.007812
	Iteration 74Q: 3 clusters Score -1910192 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 22532 members 
Entering Unmasked Estep 
Score: -1910214.375000 Penalty: 5008.007812
	Iteration 75Q: 3 clusters Score -1910214 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 22583 members 
Entering Unmasked Estep 
Score: -1910230.875000 Penalty: 5008.007812
	Iteration 76Q: 3 clusters Score -1910231 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 22624 members 
Entering Unmasked Estep 
Score: -1910245.875000 Penalty: 5008.007812
	Iteration 77Q: 3 clusters Score -1910246 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 22654 members 
Entering Unmasked Estep 
Score: -1910259.625000 Penalty: 5008.007812
	Iteration 78Q: 3 clusters Score -1910260 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 22679 members 
Entering Unmasked Estep 
Score: -1910275.125000 Penalty: 5008.007812
	Iteration 79Q: 3 clusters Score -1910275 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 22714 members 
Entering Unmasked Estep 
Score: -1910299.875000 Penalty: 5008.007812
	Iteration 80F: 3 clusters Score -1910300 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 22751 members 
Entering Unmasked Estep 
Score: -1910312.750000 Penalty: 5008.007812
	Iteration 81Q: 3 clusters Score -1910313 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 22788 members 
Entering Unmasked Estep 
Score: -1910329.000000 Penalty: 5008.007812
	Iteration 82Q: 3 clusters Score -1910329 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 22817 members 
Entering Unmasked Estep 
Score: -1910342.000000 Penalty: 5008.007812
	Iteration 83Q: 3 clusters Score -1910342 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 22844 members 
Entering Unmasked Estep 
Score: -1910363.625000 Penalty: 5008.007812
	Iteration 84Q: 3 clusters Score -1910364 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 22873 members 
Entering Unmasked Estep 
Score: -1910396.500000 Penalty: 5008.007812
	Iteration 85Q: 3 clusters Score -1910396 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 22904 members 
Entering Unmasked Estep 
Score: -1910425.375000 Penalty: 5008.007812
	Iteration 86Q: 3 clusters Score -1910425 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 22935 members 
Entering Unmasked Estep 
Score: -1910447.000000 Penalty: 5008.007812
	Iteration 87Q: 3 clusters Score -1910447 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 22971 members 
Entering Unmasked Estep 
Score: -1910489.875000 Penalty: 5008.007812
	Iteration 88Q: 3 clusters Score -1910490 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 23013 members 
Entering Unmasked Estep 
Score: -1910562.000000 Penalty: 5008.007812
	Iteration 89Q: 3 clusters Score -1910562 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 23045 members 
Entering Unmasked Estep 
Score: -1910618.125000 Penalty: 5008.007812
	Iteration 90Q: 3 clusters Score -1910618 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 23083 members 
Entering Unmasked Estep 
Score: -1910662.500000 Penalty: 5008.007812
	Iteration 91Q: 3 clusters Score -1910662 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 23102 members 
Entering Unmasked Estep 
Score: -1910682.000000 Penalty: 5008.007812
	Iteration 92Q: 3 clusters Score -1910682 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 23111 members 
Entering Unmasked Estep 
Score: -1910686.875000 Penalty: 5008.007812
	Iteration 93Q: 3 clusters Score -1910687 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 23118 members 
Entering Unmasked Estep 
Score: -1910683.000000 Penalty: 5008.007812
	Iteration 94Q: 3 clusters Score -1910683 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 23122 members 
Entering Unmasked Estep 
Score: -1910689.000000 Penalty: 5008.007812
	Iteration 95Q: 3 clusters Score -1910689 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 23123 members 
Entering Unmasked Estep 
Score: -1910688.125000 Penalty: 5008.007812
	Iteration 96Q: 3 clusters Score -1910688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 23123 members 
Entering Unmasked Estep 
Score: -1910688.625000 Penalty: 5008.007812
	Iteration 97Q: 3 clusters Score -1910689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 23123 members 
Entering Unmasked Estep 
Score: -1910688.875000 Penalty: 5008.007812
	Iteration 98Q: 3 clusters Score -1910689 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 23123 members 
Entering Unmasked Estep 
Score: -1910688.875000 Penalty: 5008.007812
	Iteration 99F: 3 clusters Score -1910689 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Entering Unmasked Estep 
Score: -220728.593750 Penalty: 2016.692505
	Iteration 0F: 2 clusters Score -220728.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -217303.703125 Penalty: 4033.385010
	Iteration 0F: 3 clusters Score -217303.7 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -218148.265625 Penalty: 4033.385010
	Iteration 1F: 3 clusters Score -218148.3 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -218364.265625 Penalty: 4033.385010
	Iteration 2F: 3 clusters Score -218364.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -218537.859375 Penalty: 4033.385010
	Iteration 3F: 3 clusters Score -218537.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -218692.796875 Penalty: 4033.385010
	Iteration 4Q: 3 clusters Score -218692.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -218805.265625 Penalty: 4033.385010
	Iteration 5Q: 3 clusters Score -218805.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -218882.484375 Penalty: 4033.385010
	Iteration 6Q: 3 clusters Score -218882.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -218954.203125 Penalty: 4033.385010
	Iteration 7Q: 3 clusters Score -218954.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -219018.093750 Penalty: 4033.385010
	Iteration 8Q: 3 clusters Score -219018.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -219061.125000 Penalty: 4033.385010
	Iteration 9Q: 3 clusters Score -219061.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -219104.843750 Penalty: 4033.385010
	Iteration 10Q: 3 clusters Score -219104.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -219151.953125 Penalty: 4033.385010
	Iteration 11Q: 3 clusters Score -219152 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -219180.234375 Penalty: 4033.385010
	Iteration 12Q: 3 clusters Score -219180.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -219205.953125 Penalty: 4033.385010
	Iteration 13Q: 3 clusters Score -219206 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -219230.625000 Penalty: 4033.385010
	Iteration 14Q: 3 clusters Score -219230.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -219256.093750 Penalty: 4033.385010
	Iteration 15Q: 3 clusters Score -219256.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -219281.703125 Penalty: 4033.385010
	Iteration 16Q: 3 clusters Score -219281.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -219314.296875 Penalty: 4033.385010
	Iteration 17Q: 3 clusters Score -219314.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -219340.046875 Penalty: 4033.385010
	Iteration 18Q: 3 clusters Score -219340 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -219363.171875 Penalty: 4033.385010
	Iteration 19Q: 3 clusters Score -219363.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -219375.031250 Penalty: 4033.385010
	Iteration 20F: 3 clusters Score -219375 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -219386.859375 Penalty: 4033.385010
	Iteration 21Q: 3 clusters Score -219386.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -219396.531250 Penalty: 4033.385010
	Iteration 22Q: 3 clusters Score -219396.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -219403.609375 Penalty: 4033.385010
	Iteration 23Q: 3 clusters Score -219403.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -219411.515625 Penalty: 4033.385010
	Iteration 24Q: 3 clusters Score -219411.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -219415.953125 Penalty: 4033.385010
	Iteration 25Q: 3 clusters Score -219416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -219417.625000 Penalty: 4033.385010
	Iteration 26Q: 3 clusters Score -219417.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -219418.531250 Penalty: 4033.385010
	Iteration 27Q: 3 clusters Score -219418.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -219419.625000 Penalty: 4033.385010
	Iteration 28Q: 3 clusters Score -219419.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -219421.078125 Penalty: 4033.385010
	Iteration 29Q: 3 clusters Score -219421.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -219422.421875 Penalty: 4033.385010
	Iteration 30Q: 3 clusters Score -219422.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -219423.625000 Penalty: 4033.385010
	Iteration 31Q: 3 clusters Score -219423.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -219425.515625 Penalty: 4033.385010
	Iteration 32Q: 3 clusters Score -219425.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -219426.343750 Penalty: 4033.385010
	Iteration 33Q: 3 clusters Score -219426.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -219427.671875 Penalty: 4033.385010
	Iteration 34Q: 3 clusters Score -219427.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -219428.796875 Penalty: 4033.385010
	Iteration 35Q: 3 clusters Score -219428.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -219429.968750 Penalty: 4033.385010
	Iteration 36Q: 3 clusters Score -219430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -219432.015625 Penalty: 4033.385010
	Iteration 37Q: 3 clusters Score -219432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -219432.750000 Penalty: 4033.385010
	Iteration 38Q: 3 clusters Score -219432.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -219433.515625 Penalty: 4033.385010
	Iteration 39Q: 3 clusters Score -219433.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -219433.609375 Penalty: 4033.385010
	Iteration 40F: 3 clusters Score -219433.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -219434.031250 Penalty: 4033.385010
	Iteration 41Q: 3 clusters Score -219434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -219435.000000 Penalty: 4033.385010
	Iteration 42Q: 3 clusters Score -219435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -219436.281250 Penalty: 4033.385010
	Iteration 43Q: 3 clusters Score -219436.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -219436.687500 Penalty: 4033.385010
	Iteration 44Q: 3 clusters Score -219436.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -219436.750000 Penalty: 4033.385010
	Iteration 45Q: 3 clusters Score -219436.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -219437.453125 Penalty: 4033.385010
	Iteration 46Q: 3 clusters Score -219437.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -219438.765625 Penalty: 4033.385010
	Iteration 47Q: 3 clusters Score -219438.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -219439.328125 Penalty: 4033.385010
	Iteration 48Q: 3 clusters Score -219439.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -219440.359375 Penalty: 4033.385010
	Iteration 49Q: 3 clusters Score -219440.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -219441.796875 Penalty: 4033.385010
	Iteration 50Q: 3 clusters Score -219441.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -219442.671875 Penalty: 4033.385010
	Iteration 51Q: 3 clusters Score -219442.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -219442.984375 Penalty: 4033.385010
	Iteration 52Q: 3 clusters Score -219443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -219443.921875 Penalty: 4033.385010
	Iteration 53Q: 3 clusters Score -219443.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -219444.375000 Penalty: 4033.385010
	Iteration 54Q: 3 clusters Score -219444.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -219444.375000 Penalty: 4033.385010
	Iteration 55Q: 3 clusters Score -219444.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -219444.906250 Penalty: 4033.385010
	Iteration 56Q: 3 clusters Score -219444.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -219444.906250 Penalty: 4033.385010
	Iteration 57F: 3 clusters Score -219444.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Entering Unmasked Estep 
Score: -274436.093750 Penalty: 2028.093506
	Iteration 0F: 2 clusters Score -274436.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -270829.000000 Penalty: 4056.187012
	Iteration 0F: 3 clusters Score -270829 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -271598.718750 Penalty: 4056.187012
	Iteration 1F: 3 clusters Score -271598.7 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -271800.718750 Penalty: 4056.187012
	Iteration 2F: 3 clusters Score -271800.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -271966.031250 Penalty: 4056.187012
	Iteration 3F: 3 clusters Score -271966 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -272102.968750 Penalty: 4056.187012
	Iteration 4Q: 3 clusters Score -272103 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -272235.218750 Penalty: 4056.187012
	Iteration 5Q: 3 clusters Score -272235.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -272356.500000 Penalty: 4056.187012
	Iteration 6Q: 3 clusters Score -272356.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -272507.812500 Penalty: 4056.187012
	Iteration 7Q: 3 clusters Score -272507.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -272676.531250 Penalty: 4056.187012
	Iteration 8Q: 3 clusters Score -272676.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -272795.187500 Penalty: 4056.187012
	Iteration 9Q: 3 clusters Score -272795.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -272889.125000 Penalty: 4056.187012
	Iteration 10Q: 3 clusters Score -272889.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -272957.281250 Penalty: 4056.187012
	Iteration 11Q: 3 clusters Score -272957.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -273005.625000 Penalty: 4056.187012
	Iteration 12Q: 3 clusters Score -273005.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -273042.593750 Penalty: 4056.187012
	Iteration 13Q: 3 clusters Score -273042.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -273066.218750 Penalty: 4056.187012
	Iteration 14Q: 3 clusters Score -273066.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -273077.500000 Penalty: 4056.187012
	Iteration 15Q: 3 clusters Score -273077.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -273087.250000 Penalty: 4056.187012
	Iteration 16Q: 3 clusters Score -273087.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -273095.843750 Penalty: 4056.187012
	Iteration 17Q: 3 clusters Score -273095.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -273103.687500 Penalty: 4056.187012
	Iteration 18Q: 3 clusters Score -273103.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -273106.906250 Penalty: 4056.187012
	Iteration 19Q: 3 clusters Score -273106.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -273108.312500 Penalty: 4056.187012
	Iteration 20F: 3 clusters Score -273108.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -273109.656250 Penalty: 4056.187012
	Iteration 21Q: 3 clusters Score -273109.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -273110.000000 Penalty: 4056.187012
	Iteration 22Q: 3 clusters Score -273110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -273110.843750 Penalty: 4056.187012
	Iteration 23Q: 3 clusters Score -273110.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -273111.312500 Penalty: 4056.187012
	Iteration 24Q: 3 clusters Score -273111.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -273113.375000 Penalty: 4056.187012
	Iteration 25Q: 3 clusters Score -273113.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -273113.156250 Penalty: 4056.187012
	Iteration 26Q: 3 clusters Score -273113.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -273113.875000 Penalty: 4056.187012
	Iteration 27Q: 3 clusters Score -273113.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -273114.625000 Penalty: 4056.187012
	Iteration 28Q: 3 clusters Score -273114.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -273115.656250 Penalty: 4056.187012
	Iteration 29Q: 3 clusters Score -273115.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -273116.375000 Penalty: 4056.187012
	Iteration 30Q: 3 clusters Score -273116.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -273116.375000 Penalty: 4056.187012
	Iteration 31F: 3 clusters Score -273116.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (95292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95292 members 
Entering Unmasked Estep 
Score: -7650454.000000 Penalty: 2843.245850
	Iteration 0F: 2 clusters Score -7650454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47637 members 
Mstep: Class 2 contains 47655 members 
Entering Unmasked Estep 
Score: -7586704.500000 Penalty: 5686.491699
	Iteration 0F: 3 clusters Score -7586704 nChanged 44935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47838 members 
Mstep: Class 2 contains 47454 members 
Entering Unmasked Estep 
Score: -7612628.500000 Penalty: 5686.491699
	Iteration 1F: 3 clusters Score -7612628 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48168 members 
Mstep: Class 2 contains 47124 members 
Entering Unmasked Estep 
Score: -7613301.000000 Penalty: 5686.491699
	Iteration 2Q: 3 clusters Score -7613301 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48699 members 
Mstep: Class 2 contains 46593 members 
Entering Unmasked Estep 
Score: -7613905.500000 Penalty: 5686.491699
	Iteration 3Q: 3 clusters Score -7613906 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49499 members 
Mstep: Class 2 contains 45793 members 
Entering Unmasked Estep 
Score: -7614620.500000 Penalty: 5686.491699
	Iteration 4Q: 3 clusters Score -7614620 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50567 members 
Mstep: Class 2 contains 44725 members 
Entering Unmasked Estep 
Score: -7615468.500000 Penalty: 5686.491699
	Iteration 5Q: 3 clusters Score -7615468 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52079 members 
Mstep: Class 2 contains 43213 members 
Entering Unmasked Estep 
Score: -7616490.500000 Penalty: 5686.491699
	Iteration 6Q: 3 clusters Score -7616490 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54047 members 
Mstep: Class 2 contains 41245 members 
Entering Unmasked Estep 
Score: -7617705.500000 Penalty: 5686.491699
	Iteration 7Q: 3 clusters Score -7617706 nChanged 4093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56748 members 
Mstep: Class 2 contains 38544 members 
Entering Unmasked Estep 
Score: -7619384.500000 Penalty: 5686.491699
	Iteration 8Q: 3 clusters Score -7619384 nChanged 4671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60275 members 
Mstep: Class 2 contains 35017 members 
Entering Unmasked Estep 
Score: -7621689.500000 Penalty: 5686.491699
	Iteration 9Q: 3 clusters Score -7621690 nChanged 5009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64392 members 
Mstep: Class 2 contains 30900 members 
Entering Unmasked Estep 
Score: -7624497.000000 Penalty: 5686.491699
	Iteration 10F: 3 clusters Score -7624497 nChanged 5357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69161 members 
Mstep: Class 2 contains 26131 members 
Entering Unmasked Estep 
Score: -7627969.500000 Penalty: 5686.491699
	Iteration 11F: 3 clusters Score -7627970 nChanged 5349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74114 members 
Mstep: Class 2 contains 21178 members 
Entering Unmasked Estep 
Score: -7631921.000000 Penalty: 5686.491699
	Iteration 12F: 3 clusters Score -7631921 nChanged 4839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78713 members 
Mstep: Class 2 contains 16579 members 
Entering Unmasked Estep 
Score: -7636097.500000 Penalty: 5686.491699
	Iteration 13F: 3 clusters Score -7636098 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82399 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -7639449.500000 Penalty: 5686.491699
	Iteration 14Q: 3 clusters Score -7639450 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85029 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -7641879.000000 Penalty: 5686.491699
	Iteration 15Q: 3 clusters Score -7641879 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86838 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -7643460.500000 Penalty: 5686.491699
	Iteration 16Q: 3 clusters Score -7643460 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88182 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -7644503.000000 Penalty: 5686.491699
	Iteration 17Q: 3 clusters Score -7644503 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89200 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -7645254.000000 Penalty: 5686.491699
	Iteration 18Q: 3 clusters Score -7645254 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90019 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -7645790.000000 Penalty: 5686.491699
	Iteration 19Q: 3 clusters Score -7645790 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90693 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -7646185.000000 Penalty: 5686.491699
	Iteration 20F: 3 clusters Score -7646185 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91242 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -7646491.500000 Penalty: 5686.491699
	Iteration 21Q: 3 clusters Score -7646492 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91688 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -7646742.500000 Penalty: 5686.491699
	Iteration 22Q: 3 clusters Score -7646742 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92046 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -7646944.000000 Penalty: 5686.491699
	Iteration 23Q: 3 clusters Score -7646944 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92383 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -7647088.000000 Penalty: 5686.491699
	Iteration 24Q: 3 clusters Score -7647088 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92653 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -7647212.500000 Penalty: 5686.491699
	Iteration 25Q: 3 clusters Score -7647212 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92858 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -7647302.500000 Penalty: 5686.491699
	Iteration 26Q: 3 clusters Score -7647302 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93046 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -7647411.500000 Penalty: 5686.491699
	Iteration 27Q: 3 clusters Score -7647412 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93225 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -7647502.000000 Penalty: 5686.491699
	Iteration 28Q: 3 clusters Score -7647502 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93383 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -7647576.000000 Penalty: 5686.491699
	Iteration 29Q: 3 clusters Score -7647576 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93489 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -7647643.500000 Penalty: 5686.491699
	Iteration 30Q: 3 clusters Score -7647644 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93584 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -7647679.500000 Penalty: 5686.491699
	Iteration 31Q: 3 clusters Score -7647680 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93670 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -7647708.000000 Penalty: 5686.491699
	Iteration 32Q: 3 clusters Score -7647708 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93752 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -7647755.000000 Penalty: 5686.491699
	Iteration 33Q: 3 clusters Score -7647755 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93828 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -7647770.000000 Penalty: 5686.491699
	Iteration 34Q: 3 clusters Score -7647770 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93897 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -7647759.500000 Penalty: 5686.491699
	Iteration 35Q: 3 clusters Score -7647760 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93954 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -7647795.000000 Penalty: 5686.491699
	Iteration 36Q: 3 clusters Score -7647795 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94000 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -7647808.000000 Penalty: 5686.491699
	Iteration 37Q: 3 clusters Score -7647808 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94046 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -7647822.500000 Penalty: 5686.491699
	Iteration 38Q: 3 clusters Score -7647822 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94072 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -7647834.500000 Penalty: 5686.491699
	Iteration 39Q: 3 clusters Score -7647834 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94099 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -7647849.000000 Penalty: 5686.491699
	Iteration 40F: 3 clusters Score -7647849 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94120 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -7647853.000000 Penalty: 5686.491699
	Iteration 41Q: 3 clusters Score -7647853 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94138 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -7647859.500000 Penalty: 5686.491699
	Iteration 42Q: 3 clusters Score -7647860 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94157 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -7647870.500000 Penalty: 5686.491699
	Iteration 43Q: 3 clusters Score -7647870 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94175 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -7647879.500000 Penalty: 5686.491699
	Iteration 44Q: 3 clusters Score -7647880 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94197 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -7647893.500000 Penalty: 5686.491699
	Iteration 45Q: 3 clusters Score -7647894 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94213 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -7647899.500000 Penalty: 5686.491699
	Iteration 46Q: 3 clusters Score -7647900 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94233 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -7647919.500000 Penalty: 5686.491699
	Iteration 47Q: 3 clusters Score -7647920 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94246 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -7647932.500000 Penalty: 5686.491699
	Iteration 48Q: 3 clusters Score -7647932 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94265 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -7647936.000000 Penalty: 5686.491699
	Iteration 49Q: 3 clusters Score -7647936 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94282 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -7647949.500000 Penalty: 5686.491699
	Iteration 50Q: 3 clusters Score -7647950 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94297 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -7647951.500000 Penalty: 5686.491699
	Iteration 51Q: 3 clusters Score -7647952 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94307 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -7647947.000000 Penalty: 5686.491699
	Iteration 52Q: 3 clusters Score -7647947 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94312 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -7647948.000000 Penalty: 5686.491699
	Iteration 53Q: 3 clusters Score -7647948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94314 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -7647949.500000 Penalty: 5686.491699
	Iteration 54Q: 3 clusters Score -7647950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94317 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -7647952.500000 Penalty: 5686.491699
	Iteration 55Q: 3 clusters Score -7647952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94320 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -7647955.500000 Penalty: 5686.491699
	Iteration 56Q: 3 clusters Score -7647956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94325 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -7647956.500000 Penalty: 5686.491699
	Iteration 57Q: 3 clusters Score -7647956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94332 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -7647957.000000 Penalty: 5686.491699
	Iteration 58Q: 3 clusters Score -7647957 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94335 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -7647954.000000 Penalty: 5686.491699
	Iteration 59Q: 3 clusters Score -7647954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94336 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -7647958.500000 Penalty: 5686.491699
	Iteration 60F: 3 clusters Score -7647958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94341 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -7647968.000000 Penalty: 5686.491699
	Iteration 61Q: 3 clusters Score -7647968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94346 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -7647969.000000 Penalty: 5686.491699
	Iteration 62Q: 3 clusters Score -7647969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94349 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -7647975.000000 Penalty: 5686.491699
	Iteration 63Q: 3 clusters Score -7647975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94353 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -7647972.000000 Penalty: 5686.491699
	Iteration 64Q: 3 clusters Score -7647972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94353 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -7647972.000000 Penalty: 5686.491699
	Iteration 65F: 3 clusters Score -7647972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (153990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153990 members 
Entering Unmasked Estep 
Score: -12330961.000000 Penalty: 2962.271484
	Iteration 0F: 2 clusters Score -1.233096e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77238 members 
Mstep: Class 2 contains 76752 members 
Entering Unmasked Estep 
Score: -12227557.000000 Penalty: 5924.542969
	Iteration 0F: 3 clusters Score -1.222756e+07 nChanged 73682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80340 members 
Mstep: Class 2 contains 73650 members 
Entering Unmasked Estep 
Score: -12270291.000000 Penalty: 5924.542969
	Iteration 1F: 3 clusters Score -1.227029e+07 nChanged 4538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82872 members 
Mstep: Class 2 contains 71118 members 
Entering Unmasked Estep 
Score: -12271273.000000 Penalty: 5924.542969
	Iteration 2Q: 3 clusters Score -1.227127e+07 nChanged 5339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86901 members 
Mstep: Class 2 contains 67089 members 
Entering Unmasked Estep 
Score: -12272828.000000 Penalty: 5924.542969
	Iteration 3Q: 3 clusters Score -1.227283e+07 nChanged 7153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93184 members 
Mstep: Class 2 contains 60806 members 
Entering Unmasked Estep 
Score: -12276065.000000 Penalty: 5924.542969
	Iteration 4Q: 3 clusters Score -1.227606e+07 nChanged 10110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102552 members 
Mstep: Class 2 contains 51438 members 
Entering Unmasked Estep 
Score: -12282495.000000 Penalty: 5924.542969
	Iteration 5F: 3 clusters Score -1.22825e+07 nChanged 13153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114927 members 
Mstep: Class 2 contains 39063 members 
Entering Unmasked Estep 
Score: -12293195.000000 Penalty: 5924.542969
	Iteration 6F: 3 clusters Score -1.22932e+07 nChanged 13786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128045 members 
Mstep: Class 2 contains 25945 members 
Entering Unmasked Estep 
Score: -12306188.000000 Penalty: 5924.542969
	Iteration 7F: 3 clusters Score -1.230619e+07 nChanged 11125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138654 members 
Mstep: Class 2 contains 15336 members 
Entering Unmasked Estep 
Score: -12316497.000000 Penalty: 5924.542969
	Iteration 8F: 3 clusters Score -1.23165e+07 nChanged 6807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145173 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -12322112.000000 Penalty: 5924.542969
	Iteration 9Q: 3 clusters Score -1.232211e+07 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148746 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -12324892.000000 Penalty: 5924.542969
	Iteration 10Q: 3 clusters Score -1.232489e+07 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150782 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -12326431.000000 Penalty: 5924.542969
	Iteration 11Q: 3 clusters Score -1.232643e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151884 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -12327332.000000 Penalty: 5924.542969
	Iteration 12Q: 3 clusters Score -1.232733e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152481 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -12327774.000000 Penalty: 5924.542969
	Iteration 13Q: 3 clusters Score -1.232777e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152837 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -12328035.000000 Penalty: 5924.542969
	Iteration 14Q: 3 clusters Score -1.232804e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153036 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -12328190.000000 Penalty: 5924.542969
	Iteration 15Q: 3 clusters Score -1.232819e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153144 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -12328340.000000 Penalty: 5924.542969
	Iteration 16Q: 3 clusters Score -1.232834e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153220 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -12328418.000000 Penalty: 5924.542969
	Iteration 17Q: 3 clusters Score -1.232842e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153261 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -12328457.000000 Penalty: 5924.542969
	Iteration 18Q: 3 clusters Score -1.232846e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153283 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -12328489.000000 Penalty: 5924.542969
	Iteration 19Q: 3 clusters Score -1.232849e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153297 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -12328513.000000 Penalty: 5924.542969
	Iteration 20F: 3 clusters Score -1.232851e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153298 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -12328524.000000 Penalty: 5924.542969
	Iteration 21Q: 3 clusters Score -1.232852e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153305 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -12328562.000000 Penalty: 5924.542969
	Iteration 22Q: 3 clusters Score -1.232856e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153309 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -12328559.000000 Penalty: 5924.542969
	Iteration 23Q: 3 clusters Score -1.232856e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153308 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -12328560.000000 Penalty: 5924.542969
	Iteration 24Q: 3 clusters Score -1.232856e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153312 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -12328561.000000 Penalty: 5924.542969
	Iteration 25Q: 3 clusters Score -1.232856e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153319 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -12328577.000000 Penalty: 5924.542969
	Iteration 26Q: 3 clusters Score -1.232858e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153322 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -12328585.000000 Penalty: 5924.542969
	Iteration 27Q: 3 clusters Score -1.232858e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153329 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -12328590.000000 Penalty: 5924.542969
	Iteration 28Q: 3 clusters Score -1.232859e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153330 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -12328588.000000 Penalty: 5924.542969
	Iteration 29Q: 3 clusters Score -1.232859e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153333 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -12328595.000000 Penalty: 5924.542969
	Iteration 30Q: 3 clusters Score -1.23286e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153334 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -12328596.000000 Penalty: 5924.542969
	Iteration 31Q: 3 clusters Score -1.23286e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153336 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -12328599.000000 Penalty: 5924.542969
	Iteration 32Q: 3 clusters Score -1.23286e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153335 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -12328595.000000 Penalty: 5924.542969
	Iteration 33Q: 3 clusters Score -1.23286e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153334 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -12328597.000000 Penalty: 5924.542969
	Iteration 34Q: 3 clusters Score -1.23286e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153333 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -12328594.000000 Penalty: 5924.542969
	Iteration 35Q: 3 clusters Score -1.232859e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153332 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -12328595.000000 Penalty: 5924.542969
	Iteration 36Q: 3 clusters Score -1.23286e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153332 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -12328595.000000 Penalty: 5924.542969
	Iteration 37F: 3 clusters Score -1.23286e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Entering Unmasked Estep 
Score: -661100.625000 Penalty: 2246.558350
	Iteration 0F: 2 clusters Score -661100.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -654344.687500 Penalty: 4493.116699
	Iteration 0F: 3 clusters Score -654344.7 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -656321.187500 Penalty: 4493.116699
	Iteration 1F: 3 clusters Score -656321.2 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -656750.125000 Penalty: 4493.116699
	Iteration 2F: 3 clusters Score -656750.1 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -657133.875000 Penalty: 4493.116699
	Iteration 3F: 3 clusters Score -657133.9 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -657441.500000 Penalty: 4493.116699
	Iteration 4F: 3 clusters Score -657441.5 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -657678.812500 Penalty: 4493.116699
	Iteration 5F: 3 clusters Score -657678.8 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -657878.937500 Penalty: 4493.116699
	Iteration 6Q: 3 clusters Score -657878.9 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -658051.062500 Penalty: 4493.116699
	Iteration 7Q: 3 clusters Score -658051.1 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -658208.625000 Penalty: 4493.116699
	Iteration 8Q: 3 clusters Score -658208.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -658335.812500 Penalty: 4493.116699
	Iteration 9Q: 3 clusters Score -658335.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -658445.437500 Penalty: 4493.116699
	Iteration 10Q: 3 clusters Score -658445.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -658527.750000 Penalty: 4493.116699
	Iteration 11Q: 3 clusters Score -658527.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -658582.875000 Penalty: 4493.116699
	Iteration 12Q: 3 clusters Score -658582.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -658629.312500 Penalty: 4493.116699
	Iteration 13Q: 3 clusters Score -658629.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -658664.125000 Penalty: 4493.116699
	Iteration 14Q: 3 clusters Score -658664.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -658694.375000 Penalty: 4493.116699
	Iteration 15Q: 3 clusters Score -658694.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -658721.062500 Penalty: 4493.116699
	Iteration 16Q: 3 clusters Score -658721.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -658741.250000 Penalty: 4493.116699
	Iteration 17Q: 3 clusters Score -658741.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -658762.875000 Penalty: 4493.116699
	Iteration 18Q: 3 clusters Score -658762.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -658780.687500 Penalty: 4493.116699
	Iteration 19Q: 3 clusters Score -658780.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -658800.375000 Penalty: 4493.116699
	Iteration 20F: 3 clusters Score -658800.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -658820.750000 Penalty: 4493.116699
	Iteration 21Q: 3 clusters Score -658820.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -658839.687500 Penalty: 4493.116699
	Iteration 22Q: 3 clusters Score -658839.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -658853.500000 Penalty: 4493.116699
	Iteration 23Q: 3 clusters Score -658853.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -658866.687500 Penalty: 4493.116699
	Iteration 24Q: 3 clusters Score -658866.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -658880.812500 Penalty: 4493.116699
	Iteration 25Q: 3 clusters Score -658880.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -658897.937500 Penalty: 4493.116699
	Iteration 26Q: 3 clusters Score -658897.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -658918.000000 Penalty: 4493.116699
	Iteration 27Q: 3 clusters Score -658918 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -658937.875000 Penalty: 4493.116699
	Iteration 28Q: 3 clusters Score -658937.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -658954.500000 Penalty: 4493.116699
	Iteration 29Q: 3 clusters Score -658954.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -658970.250000 Penalty: 4493.116699
	Iteration 30Q: 3 clusters Score -658970.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -658984.750000 Penalty: 4493.116699
	Iteration 31Q: 3 clusters Score -658984.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -658998.625000 Penalty: 4493.116699
	Iteration 32Q: 3 clusters Score -658998.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -659009.062500 Penalty: 4493.116699
	Iteration 33Q: 3 clusters Score -659009.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -659021.062500 Penalty: 4493.116699
	Iteration 34Q: 3 clusters Score -659021.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -659029.812500 Penalty: 4493.116699
	Iteration 35Q: 3 clusters Score -659029.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -659039.437500 Penalty: 4493.116699
	Iteration 36Q: 3 clusters Score -659039.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -659048.125000 Penalty: 4493.116699
	Iteration 37Q: 3 clusters Score -659048.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -659059.375000 Penalty: 4493.116699
	Iteration 38Q: 3 clusters Score -659059.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -659068.687500 Penalty: 4493.116699
	Iteration 39Q: 3 clusters Score -659068.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -659079.812500 Penalty: 4493.116699
	Iteration 40F: 3 clusters Score -659079.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -659088.812500 Penalty: 4493.116699
	Iteration 41Q: 3 clusters Score -659088.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -659100.500000 Penalty: 4493.116699
	Iteration 42Q: 3 clusters Score -659100.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -659110.187500 Penalty: 4493.116699
	Iteration 43Q: 3 clusters Score -659110.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -659117.500000 Penalty: 4493.116699
	Iteration 44Q: 3 clusters Score -659117.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -659124.250000 Penalty: 4493.116699
	Iteration 45Q: 3 clusters Score -659124.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -659130.937500 Penalty: 4493.116699
	Iteration 46Q: 3 clusters Score -659130.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -659137.437500 Penalty: 4493.116699
	Iteration 47Q: 3 clusters Score -659137.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -659145.750000 Penalty: 4493.116699
	Iteration 48Q: 3 clusters Score -659145.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -659157.437500 Penalty: 4493.116699
	Iteration 49Q: 3 clusters Score -659157.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -659174.750000 Penalty: 4493.116699
	Iteration 50Q: 3 clusters Score -659174.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -659194.187500 Penalty: 4493.116699
	Iteration 51Q: 3 clusters Score -659194.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -659219.187500 Penalty: 4493.116699
	Iteration 52Q: 3 clusters Score -659219.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -659248.500000 Penalty: 4493.116699
	Iteration 53Q: 3 clusters Score -659248.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -659292.000000 Penalty: 4493.116699
	Iteration 54Q: 3 clusters Score -659292 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -659357.750000 Penalty: 4493.116699
	Iteration 55Q: 3 clusters Score -659357.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -659538.812500 Penalty: 4493.116699
	Iteration 56Q: 3 clusters Score -659538.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -659835.312500 Penalty: 4493.116699
	Iteration 57Q: 3 clusters Score -659835.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -660090.937500 Penalty: 4493.116699
	Iteration 58Q: 3 clusters Score -660090.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -660222.437500 Penalty: 4493.116699
	Iteration 59Q: 3 clusters Score -660222.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -660275.687500 Penalty: 4493.116699
	Iteration 60F: 3 clusters Score -660275.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -660300.000000 Penalty: 4493.116699
	Iteration 61Q: 3 clusters Score -660300 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -660313.312500 Penalty: 4493.116699
	Iteration 62Q: 3 clusters Score -660313.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -660323.500000 Penalty: 4493.116699
	Iteration 63Q: 3 clusters Score -660323.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -660333.937500 Penalty: 4493.116699
	Iteration 64Q: 3 clusters Score -660333.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -660339.812500 Penalty: 4493.116699
	Iteration 65Q: 3 clusters Score -660339.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -660343.812500 Penalty: 4493.116699
	Iteration 66Q: 3 clusters Score -660343.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -660348.000000 Penalty: 4493.116699
	Iteration 67Q: 3 clusters Score -660348 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -660355.125000 Penalty: 4493.116699
	Iteration 68Q: 3 clusters Score -660355.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -660357.187500 Penalty: 4493.116699
	Iteration 69Q: 3 clusters Score -660357.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -660357.875000 Penalty: 4493.116699
	Iteration 70Q: 3 clusters Score -660357.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -660360.375000 Penalty: 4493.116699
	Iteration 71Q: 3 clusters Score -660360.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -660362.250000 Penalty: 4493.116699
	Iteration 72Q: 3 clusters Score -660362.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -660363.375000 Penalty: 4493.116699
	Iteration 73Q: 3 clusters Score -660363.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -660363.625000 Penalty: 4493.116699
	Iteration 74Q: 3 clusters Score -660363.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -660362.000000 Penalty: 4493.116699
	Iteration 75Q: 3 clusters Score -660362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -660363.437500 Penalty: 4493.116699
	Iteration 76Q: 3 clusters Score -660363.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -660364.062500 Penalty: 4493.116699
	Iteration 77Q: 3 clusters Score -660364.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -660364.000000 Penalty: 4493.116699
	Iteration 78Q: 3 clusters Score -660364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -660364.000000 Penalty: 4493.116699
	Iteration 79F: 3 clusters Score -660364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Entering Unmasked Estep 
Score: -640730.375000 Penalty: 2240.274414
	Iteration 0F: 2 clusters Score -640730.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -634080.125000 Penalty: 4480.548828
	Iteration 0F: 3 clusters Score -634080.1 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -636146.062500 Penalty: 4480.548828
	Iteration 1F: 3 clusters Score -636146.1 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -636764.000000 Penalty: 4480.548828
	Iteration 2F: 3 clusters Score -636764 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -637347.000000 Penalty: 4480.548828
	Iteration 3F: 3 clusters Score -637347 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -637884.875000 Penalty: 4480.548828
	Iteration 4F: 3 clusters Score -637884.9 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -638389.812500 Penalty: 4480.548828
	Iteration 5F: 3 clusters Score -638389.8 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -638823.187500 Penalty: 4480.548828
	Iteration 6F: 3 clusters Score -638823.2 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -639091.625000 Penalty: 4480.548828
	Iteration 7Q: 3 clusters Score -639091.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -639308.437500 Penalty: 4480.548828
	Iteration 8Q: 3 clusters Score -639308.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -639472.812500 Penalty: 4480.548828
	Iteration 9Q: 3 clusters Score -639472.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -639596.000000 Penalty: 4480.548828
	Iteration 10Q: 3 clusters Score -639596 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -639689.812500 Penalty: 4480.548828
	Iteration 11Q: 3 clusters Score -639689.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -639771.562500 Penalty: 4480.548828
	Iteration 12Q: 3 clusters Score -639771.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -639850.937500 Penalty: 4480.548828
	Iteration 13Q: 3 clusters Score -639850.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -639935.750000 Penalty: 4480.548828
	Iteration 14Q: 3 clusters Score -639935.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -640007.500000 Penalty: 4480.548828
	Iteration 15Q: 3 clusters Score -640007.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -640086.937500 Penalty: 4480.548828
	Iteration 16Q: 3 clusters Score -640086.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -640144.250000 Penalty: 4480.548828
	Iteration 17Q: 3 clusters Score -640144.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -640193.687500 Penalty: 4480.548828
	Iteration 18Q: 3 clusters Score -640193.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -640224.437500 Penalty: 4480.548828
	Iteration 19Q: 3 clusters Score -640224.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -640243.187500 Penalty: 4480.548828
	Iteration 20F: 3 clusters Score -640243.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -640253.687500 Penalty: 4480.548828
	Iteration 21Q: 3 clusters Score -640253.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -640264.250000 Penalty: 4480.548828
	Iteration 22Q: 3 clusters Score -640264.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -640276.937500 Penalty: 4480.548828
	Iteration 23Q: 3 clusters Score -640276.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -640279.375000 Penalty: 4480.548828
	Iteration 24Q: 3 clusters Score -640279.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -640281.812500 Penalty: 4480.548828
	Iteration 25Q: 3 clusters Score -640281.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -640282.000000 Penalty: 4480.548828
	Iteration 26Q: 3 clusters Score -640282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -640284.375000 Penalty: 4480.548828
	Iteration 27Q: 3 clusters Score -640284.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -640286.562500 Penalty: 4480.548828
	Iteration 28Q: 3 clusters Score -640286.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -640286.500000 Penalty: 4480.548828
	Iteration 29Q: 3 clusters Score -640286.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -640286.500000 Penalty: 4480.548828
	Iteration 30F: 3 clusters Score -640286.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (75889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75889 members 
Entering Unmasked Estep 
Score: -6163436.000000 Penalty: 2786.782715
	Iteration 0F: 2 clusters Score -6163436 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37940 members 
Mstep: Class 2 contains 37949 members 
Entering Unmasked Estep 
Score: -6112587.000000 Penalty: 5573.565430
	Iteration 0F: 3 clusters Score -6112587 nChanged 35486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37460 members 
Mstep: Class 2 contains 38429 members 
Entering Unmasked Estep 
Score: -6132480.500000 Penalty: 5573.565430
	Iteration 1F: 3 clusters Score -6132480 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37132 members 
Mstep: Class 2 contains 38757 members 
Entering Unmasked Estep 
Score: -6133065.000000 Penalty: 5573.565430
	Iteration 2Q: 3 clusters Score -6133065 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36685 members 
Mstep: Class 2 contains 39204 members 
Entering Unmasked Estep 
Score: -6133657.500000 Penalty: 5573.565430
	Iteration 3Q: 3 clusters Score -6133658 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36042 members 
Mstep: Class 2 contains 39847 members 
Entering Unmasked Estep 
Score: -6134266.000000 Penalty: 5573.565430
	Iteration 4Q: 3 clusters Score -6134266 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35163 members 
Mstep: Class 2 contains 40726 members 
Entering Unmasked Estep 
Score: -6134837.500000 Penalty: 5573.565430
	Iteration 5Q: 3 clusters Score -6134838 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33922 members 
Mstep: Class 2 contains 41967 members 
Entering Unmasked Estep 
Score: -6135707.000000 Penalty: 5573.565430
	Iteration 6Q: 3 clusters Score -6135707 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32164 members 
Mstep: Class 2 contains 43725 members 
Entering Unmasked Estep 
Score: -6136995.500000 Penalty: 5573.565430
	Iteration 7Q: 3 clusters Score -6136996 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29781 members 
Mstep: Class 2 contains 46108 members 
Entering Unmasked Estep 
Score: -6138928.500000 Penalty: 5573.565430
	Iteration 8Q: 3 clusters Score -6138928 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26782 members 
Mstep: Class 2 contains 49107 members 
Entering Unmasked Estep 
Score: -6141692.500000 Penalty: 5573.565430
	Iteration 9F: 3 clusters Score -6141692 nChanged 4285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23451 members 
Mstep: Class 2 contains 52438 members 
Entering Unmasked Estep 
Score: -6145232.000000 Penalty: 5573.565430
	Iteration 10F: 3 clusters Score -6145232 nChanged 4325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20228 members 
Mstep: Class 2 contains 55661 members 
Entering Unmasked Estep 
Score: -6148953.500000 Penalty: 5573.565430
	Iteration 11F: 3 clusters Score -6148954 nChanged 3833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 58224 members 
Entering Unmasked Estep 
Score: -6151864.500000 Penalty: 5573.565430
	Iteration 12F: 3 clusters Score -6151864 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 60270 members 
Entering Unmasked Estep 
Score: -6153742.000000 Penalty: 5573.565430
	Iteration 13Q: 3 clusters Score -6153742 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 61939 members 
Entering Unmasked Estep 
Score: -6154836.500000 Penalty: 5573.565430
	Iteration 14Q: 3 clusters Score -6154836 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 63361 members 
Entering Unmasked Estep 
Score: -6155596.000000 Penalty: 5573.565430
	Iteration 15Q: 3 clusters Score -6155596 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 64680 members 
Entering Unmasked Estep 
Score: -6156157.000000 Penalty: 5573.565430
	Iteration 16Q: 3 clusters Score -6156157 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 65893 members 
Entering Unmasked Estep 
Score: -6156747.000000 Penalty: 5573.565430
	Iteration 17Q: 3 clusters Score -6156747 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 67054 members 
Entering Unmasked Estep 
Score: -6157268.000000 Penalty: 5573.565430
	Iteration 18Q: 3 clusters Score -6157268 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 68151 members 
Entering Unmasked Estep 
Score: -6157770.000000 Penalty: 5573.565430
	Iteration 19Q: 3 clusters Score -6157770 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 69137 members 
Entering Unmasked Estep 
Score: -6158232.500000 Penalty: 5573.565430
	Iteration 20F: 3 clusters Score -6158232 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 70035 members 
Entering Unmasked Estep 
Score: -6158694.000000 Penalty: 5573.565430
	Iteration 21Q: 3 clusters Score -6158694 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 70816 members 
Entering Unmasked Estep 
Score: -6159061.500000 Penalty: 5573.565430
	Iteration 22Q: 3 clusters Score -6159062 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 71497 members 
Entering Unmasked Estep 
Score: -6159367.500000 Penalty: 5573.565430
	Iteration 23Q: 3 clusters Score -6159368 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 72115 members 
Entering Unmasked Estep 
Score: -6159677.000000 Penalty: 5573.565430
	Iteration 24Q: 3 clusters Score -6159677 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 72625 members 
Entering Unmasked Estep 
Score: -6159935.500000 Penalty: 5573.565430
	Iteration 25Q: 3 clusters Score -6159936 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 73060 members 
Entering Unmasked Estep 
Score: -6160163.500000 Penalty: 5573.565430
	Iteration 26Q: 3 clusters Score -6160164 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 73414 members 
Entering Unmasked Estep 
Score: -6160320.500000 Penalty: 5573.565430
	Iteration 27Q: 3 clusters Score -6160320 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 73677 members 
Entering Unmasked Estep 
Score: -6160421.500000 Penalty: 5573.565430
	Iteration 28Q: 3 clusters Score -6160422 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 73912 members 
Entering Unmasked Estep 
Score: -6160527.000000 Penalty: 5573.565430
	Iteration 29Q: 3 clusters Score -6160527 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 74103 members 
Entering Unmasked Estep 
Score: -6160611.000000 Penalty: 5573.565430
	Iteration 30Q: 3 clusters Score -6160611 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 74267 members 
Entering Unmasked Estep 
Score: -6160688.000000 Penalty: 5573.565430
	Iteration 31Q: 3 clusters Score -6160688 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 74415 members 
Entering Unmasked Estep 
Score: -6160752.500000 Penalty: 5573.565430
	Iteration 32Q: 3 clusters Score -6160752 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 74523 members 
Entering Unmasked Estep 
Score: -6160804.000000 Penalty: 5573.565430
	Iteration 33Q: 3 clusters Score -6160804 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 74609 members 
Entering Unmasked Estep 
Score: -6160860.000000 Penalty: 5573.565430
	Iteration 34Q: 3 clusters Score -6160860 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 74671 members 
Entering Unmasked Estep 
Score: -6160900.000000 Penalty: 5573.565430
	Iteration 35Q: 3 clusters Score -6160900 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 74729 members 
Entering Unmasked Estep 
Score: -6160916.500000 Penalty: 5573.565430
	Iteration 36Q: 3 clusters Score -6160916 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 74781 members 
Entering Unmasked Estep 
Score: -6160948.000000 Penalty: 5573.565430
	Iteration 37Q: 3 clusters Score -6160948 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 74827 members 
Entering Unmasked Estep 
Score: -6160973.000000 Penalty: 5573.565430
	Iteration 38Q: 3 clusters Score -6160973 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 74874 members 
Entering Unmasked Estep 
Score: -6160983.500000 Penalty: 5573.565430
	Iteration 39Q: 3 clusters Score -6160984 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 74914 members 
Entering Unmasked Estep 
Score: -6161005.000000 Penalty: 5573.565430
	Iteration 40F: 3 clusters Score -6161005 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 74942 members 
Entering Unmasked Estep 
Score: -6161012.000000 Penalty: 5573.565430
	Iteration 41Q: 3 clusters Score -6161012 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 74968 members 
Entering Unmasked Estep 
Score: -6161036.500000 Penalty: 5573.565430
	Iteration 42Q: 3 clusters Score -6161036 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 74992 members 
Entering Unmasked Estep 
Score: -6161048.000000 Penalty: 5573.565430
	Iteration 43Q: 3 clusters Score -6161048 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 75011 members 
Entering Unmasked Estep 
Score: -6161050.000000 Penalty: 5573.565430
	Iteration 44Q: 3 clusters Score -6161050 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 75021 members 
Entering Unmasked Estep 
Score: -6161049.000000 Penalty: 5573.565430
	Iteration 45Q: 3 clusters Score -6161049 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 75029 members 
Entering Unmasked Estep 
Score: -6161049.500000 Penalty: 5573.565430
	Iteration 46Q: 3 clusters Score -6161050 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 75039 members 
Entering Unmasked Estep 
Score: -6161068.000000 Penalty: 5573.565430
	Iteration 47Q: 3 clusters Score -6161068 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 75046 members 
Entering Unmasked Estep 
Score: -6161060.000000 Penalty: 5573.565430
	Iteration 48Q: 3 clusters Score -6161060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 75052 members 
Entering Unmasked Estep 
Score: -6161071.000000 Penalty: 5573.565430
	Iteration 49Q: 3 clusters Score -6161071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 75055 members 
Entering Unmasked Estep 
Score: -6161075.000000 Penalty: 5573.565430
	Iteration 50Q: 3 clusters Score -6161075 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 75059 members 
Entering Unmasked Estep 
Score: -6161073.000000 Penalty: 5573.565430
	Iteration 51Q: 3 clusters Score -6161073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 75062 members 
Entering Unmasked Estep 
Score: -6161071.000000 Penalty: 5573.565430
	Iteration 52Q: 3 clusters Score -6161071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 75063 members 
Entering Unmasked Estep 
Score: -6161077.000000 Penalty: 5573.565430
	Iteration 53Q: 3 clusters Score -6161077 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 75067 members 
Entering Unmasked Estep 
Score: -6161079.000000 Penalty: 5573.565430
	Iteration 54Q: 3 clusters Score -6161079 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 75067 members 
Entering Unmasked Estep 
Score: -6161077.000000 Penalty: 5573.565430
	Iteration 55Q: 3 clusters Score -6161077 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 75069 members 
Entering Unmasked Estep 
Score: -6161084.000000 Penalty: 5573.565430
	Iteration 56Q: 3 clusters Score -6161084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 75074 members 
Entering Unmasked Estep 
Score: -6161093.000000 Penalty: 5573.565430
	Iteration 57Q: 3 clusters Score -6161093 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 75079 members 
Entering Unmasked Estep 
Score: -6161099.500000 Penalty: 5573.565430
	Iteration 58Q: 3 clusters Score -6161100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 75084 members 
Entering Unmasked Estep 
Score: -6161098.000000 Penalty: 5573.565430
	Iteration 59Q: 3 clusters Score -6161098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 75086 members 
Entering Unmasked Estep 
Score: -6161093.500000 Penalty: 5573.565430
	Iteration 60F: 3 clusters Score -6161094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 75088 members 
Entering Unmasked Estep 
Score: -6161094.500000 Penalty: 5573.565430
	Iteration 61Q: 3 clusters Score -6161094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 75088 members 
Entering Unmasked Estep 
Score: -6161094.500000 Penalty: 5573.565430
	Iteration 62F: 3 clusters Score -6161094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (63323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63323 members 
Entering Unmasked Estep 
Score: -5123375.000000 Penalty: 2741.888916
	Iteration 0F: 2 clusters Score -5123375 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31845 members 
Mstep: Class 2 contains 31478 members 
Entering Unmasked Estep 
Score: -5080854.500000 Penalty: 5483.777832
	Iteration 0F: 3 clusters Score -5080854 nChanged 29464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33607 members 
Mstep: Class 2 contains 29716 members 
Entering Unmasked Estep 
Score: -5097662.500000 Penalty: 5483.777832
	Iteration 1F: 3 clusters Score -5097662 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34536 members 
Mstep: Class 2 contains 28787 members 
Entering Unmasked Estep 
Score: -5098313.500000 Penalty: 5483.777832
	Iteration 2Q: 3 clusters Score -5098314 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35842 members 
Mstep: Class 2 contains 27481 members 
Entering Unmasked Estep 
Score: -5099065.000000 Penalty: 5483.777832
	Iteration 3Q: 3 clusters Score -5099065 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37760 members 
Mstep: Class 2 contains 25563 members 
Entering Unmasked Estep 
Score: -5100109.000000 Penalty: 5483.777832
	Iteration 4Q: 3 clusters Score -5100109 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40445 members 
Mstep: Class 2 contains 22878 members 
Entering Unmasked Estep 
Score: -5101620.500000 Penalty: 5483.777832
	Iteration 5Q: 3 clusters Score -5101620 nChanged 3820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44053 members 
Mstep: Class 2 contains 19270 members 
Entering Unmasked Estep 
Score: -5104097.500000 Penalty: 5483.777832
	Iteration 6F: 3 clusters Score -5104098 nChanged 4692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48637 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -5107743.000000 Penalty: 5483.777832
	Iteration 7F: 3 clusters Score -5107743 nChanged 4972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53557 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -5112169.500000 Penalty: 5483.777832
	Iteration 8F: 3 clusters Score -5112170 nChanged 4195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57728 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -5116138.500000 Penalty: 5483.777832
	Iteration 9F: 3 clusters Score -5116138 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60421 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -5118683.500000 Penalty: 5483.777832
	Iteration 10Q: 3 clusters Score -5118684 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61760 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -5119854.500000 Penalty: 5483.777832
	Iteration 11Q: 3 clusters Score -5119854 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62364 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -5120388.500000 Penalty: 5483.777832
	Iteration 12Q: 3 clusters Score -5120388 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62659 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -5120642.000000 Penalty: 5483.777832
	Iteration 13Q: 3 clusters Score -5120642 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62787 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -5120764.500000 Penalty: 5483.777832
	Iteration 14Q: 3 clusters Score -5120764 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62842 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -5120806.000000 Penalty: 5483.777832
	Iteration 15Q: 3 clusters Score -5120806 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62876 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -5120848.500000 Penalty: 5483.777832
	Iteration 16Q: 3 clusters Score -5120848 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62903 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -5120899.000000 Penalty: 5483.777832
	Iteration 17Q: 3 clusters Score -5120899 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62923 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -5120933.000000 Penalty: 5483.777832
	Iteration 18Q: 3 clusters Score -5120933 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62938 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -5120957.000000 Penalty: 5483.777832
	Iteration 19Q: 3 clusters Score -5120957 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62953 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -5120974.000000 Penalty: 5483.777832
	Iteration 20F: 3 clusters Score -5120974 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62963 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -5120987.500000 Penalty: 5483.777832
	Iteration 21Q: 3 clusters Score -5120988 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62972 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -5121001.500000 Penalty: 5483.777832
	Iteration 22Q: 3 clusters Score -5121002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62973 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -5121006.000000 Penalty: 5483.777832
	Iteration 23Q: 3 clusters Score -5121006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62973 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -5121006.000000 Penalty: 5483.777832
	Iteration 24Q: 3 clusters Score -5121006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62972 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -5121005.500000 Penalty: 5483.777832
	Iteration 25Q: 3 clusters Score -5121006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62972 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -5121005.500000 Penalty: 5483.777832
	Iteration 26F: 3 clusters Score -5121006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Entering Unmasked Estep 
Score: -462782.593750 Penalty: 2169.225098
	Iteration 0F: 2 clusters Score -462782.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -457468.687500 Penalty: 4338.450195
	Iteration 0F: 3 clusters Score -457468.7 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -459041.843750 Penalty: 4338.450195
	Iteration 1F: 3 clusters Score -459041.8 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -459442.375000 Penalty: 4338.450195
	Iteration 2F: 3 clusters Score -459442.4 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -459737.500000 Penalty: 4338.450195
	Iteration 3F: 3 clusters Score -459737.5 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -459998.281250 Penalty: 4338.450195
	Iteration 4F: 3 clusters Score -459998.3 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -460245.812500 Penalty: 4338.450195
	Iteration 5F: 3 clusters Score -460245.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -460525.468750 Penalty: 4338.450195
	Iteration 6F: 3 clusters Score -460525.5 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -460811.281250 Penalty: 4338.450195
	Iteration 7F: 3 clusters Score -460811.3 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -461092.093750 Penalty: 4338.450195
	Iteration 8F: 3 clusters Score -461092.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -461321.718750 Penalty: 4338.450195
	Iteration 9Q: 3 clusters Score -461321.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -461526.343750 Penalty: 4338.450195
	Iteration 10Q: 3 clusters Score -461526.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -461707.406250 Penalty: 4338.450195
	Iteration 11Q: 3 clusters Score -461707.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -461826.156250 Penalty: 4338.450195
	Iteration 12Q: 3 clusters Score -461826.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -461915.375000 Penalty: 4338.450195
	Iteration 13Q: 3 clusters Score -461915.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -461973.562500 Penalty: 4338.450195
	Iteration 14Q: 3 clusters Score -461973.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -462010.625000 Penalty: 4338.450195
	Iteration 15Q: 3 clusters Score -462010.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -462041.812500 Penalty: 4338.450195
	Iteration 16Q: 3 clusters Score -462041.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -462067.437500 Penalty: 4338.450195
	Iteration 17Q: 3 clusters Score -462067.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -462089.843750 Penalty: 4338.450195
	Iteration 18Q: 3 clusters Score -462089.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -462109.406250 Penalty: 4338.450195
	Iteration 19Q: 3 clusters Score -462109.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -462135.468750 Penalty: 4338.450195
	Iteration 20F: 3 clusters Score -462135.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -462148.062500 Penalty: 4338.450195
	Iteration 21Q: 3 clusters Score -462148.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -462155.312500 Penalty: 4338.450195
	Iteration 22Q: 3 clusters Score -462155.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -462160.687500 Penalty: 4338.450195
	Iteration 23Q: 3 clusters Score -462160.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -462163.187500 Penalty: 4338.450195
	Iteration 24Q: 3 clusters Score -462163.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -462166.250000 Penalty: 4338.450195
	Iteration 25Q: 3 clusters Score -462166.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -462168.437500 Penalty: 4338.450195
	Iteration 26Q: 3 clusters Score -462168.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -462170.218750 Penalty: 4338.450195
	Iteration 27Q: 3 clusters Score -462170.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -462171.687500 Penalty: 4338.450195
	Iteration 28Q: 3 clusters Score -462171.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -462173.906250 Penalty: 4338.450195
	Iteration 29Q: 3 clusters Score -462173.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -462173.156250 Penalty: 4338.450195
	Iteration 30Q: 3 clusters Score -462173.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -462173.156250 Penalty: 4338.450195
	Iteration 31F: 3 clusters Score -462173.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (59910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59910 members 
Entering Unmasked Estep 
Score: -4660351.000000 Penalty: 2728.148438
	Iteration 0F: 2 clusters Score -4660351 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30026 members 
Mstep: Class 2 contains 29884 members 
Entering Unmasked Estep 
Score: -4620069.000000 Penalty: 5456.296875
	Iteration 0F: 3 clusters Score -4620069 nChanged 27829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30357 members 
Mstep: Class 2 contains 29553 members 
Entering Unmasked Estep 
Score: -4635414.000000 Penalty: 5456.296875
	Iteration 1F: 3 clusters Score -4635414 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30590 members 
Mstep: Class 2 contains 29320 members 
Entering Unmasked Estep 
Score: -4636210.500000 Penalty: 5456.296875
	Iteration 2Q: 3 clusters Score -4636210 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30852 members 
Mstep: Class 2 contains 29058 members 
Entering Unmasked Estep 
Score: -4637405.500000 Penalty: 5456.296875
	Iteration 3Q: 3 clusters Score -4637406 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31089 members 
Mstep: Class 2 contains 28821 members 
Entering Unmasked Estep 
Score: -4639330.500000 Penalty: 5456.296875
	Iteration 4F: 3 clusters Score -4639330 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31139 members 
Mstep: Class 2 contains 28771 members 
Entering Unmasked Estep 
Score: -4642253.500000 Penalty: 5456.296875
	Iteration 5F: 3 clusters Score -4642254 nChanged 4191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30806 members 
Mstep: Class 2 contains 29104 members 
Entering Unmasked Estep 
Score: -4645863.500000 Penalty: 5456.296875
	Iteration 6F: 3 clusters Score -4645864 nChanged 4389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30207 members 
Mstep: Class 2 contains 29703 members 
Entering Unmasked Estep 
Score: -4649429.500000 Penalty: 5456.296875
	Iteration 7F: 3 clusters Score -4649430 nChanged 3996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29535 members 
Mstep: Class 2 contains 30375 members 
Entering Unmasked Estep 
Score: -4652032.000000 Penalty: 5456.296875
	Iteration 8F: 3 clusters Score -4652032 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28935 members 
Mstep: Class 2 contains 30975 members 
Entering Unmasked Estep 
Score: -4653702.500000 Penalty: 5456.296875
	Iteration 9F: 3 clusters Score -4653702 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28389 members 
Mstep: Class 2 contains 31521 members 
Entering Unmasked Estep 
Score: -4655030.500000 Penalty: 5456.296875
	Iteration 10Q: 3 clusters Score -4655030 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27886 members 
Mstep: Class 2 contains 32024 members 
Entering Unmasked Estep 
Score: -4656179.000000 Penalty: 5456.296875
	Iteration 11Q: 3 clusters Score -4656179 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27432 members 
Mstep: Class 2 contains 32478 members 
Entering Unmasked Estep 
Score: -4657078.500000 Penalty: 5456.296875
	Iteration 12Q: 3 clusters Score -4657078 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27012 members 
Mstep: Class 2 contains 32898 members 
Entering Unmasked Estep 
Score: -4657710.000000 Penalty: 5456.296875
	Iteration 13Q: 3 clusters Score -4657710 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26681 members 
Mstep: Class 2 contains 33229 members 
Entering Unmasked Estep 
Score: -4658257.500000 Penalty: 5456.296875
	Iteration 14Q: 3 clusters Score -4658258 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26495 members 
Mstep: Class 2 contains 33415 members 
Entering Unmasked Estep 
Score: -4658639.000000 Penalty: 5456.296875
	Iteration 15Q: 3 clusters Score -4658639 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26420 members 
Mstep: Class 2 contains 33490 members 
Entering Unmasked Estep 
Score: -4659007.500000 Penalty: 5456.296875
	Iteration 16Q: 3 clusters Score -4659008 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26452 members 
Mstep: Class 2 contains 33458 members 
Entering Unmasked Estep 
Score: -4659253.500000 Penalty: 5456.296875
	Iteration 17Q: 3 clusters Score -4659254 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26526 members 
Mstep: Class 2 contains 33384 members 
Entering Unmasked Estep 
Score: -4659428.000000 Penalty: 5456.296875
	Iteration 18Q: 3 clusters Score -4659428 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26585 members 
Mstep: Class 2 contains 33325 members 
Entering Unmasked Estep 
Score: -4659533.000000 Penalty: 5456.296875
	Iteration 19Q: 3 clusters Score -4659533 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26649 members 
Mstep: Class 2 contains 33261 members 
Entering Unmasked Estep 
Score: -4659591.500000 Penalty: 5456.296875
	Iteration 20F: 3 clusters Score -4659592 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26735 members 
Mstep: Class 2 contains 33175 members 
Entering Unmasked Estep 
Score: -4659639.500000 Penalty: 5456.296875
	Iteration 21Q: 3 clusters Score -4659640 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26817 members 
Mstep: Class 2 contains 33093 members 
Entering Unmasked Estep 
Score: -4659678.000000 Penalty: 5456.296875
	Iteration 22Q: 3 clusters Score -4659678 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26920 members 
Mstep: Class 2 contains 32990 members 
Entering Unmasked Estep 
Score: -4659700.000000 Penalty: 5456.296875
	Iteration 23Q: 3 clusters Score -4659700 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27010 members 
Mstep: Class 2 contains 32900 members 
Entering Unmasked Estep 
Score: -4659732.500000 Penalty: 5456.296875
	Iteration 24Q: 3 clusters Score -4659732 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27109 members 
Mstep: Class 2 contains 32801 members 
Entering Unmasked Estep 
Score: -4659739.000000 Penalty: 5456.296875
	Iteration 25Q: 3 clusters Score -4659739 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27199 members 
Mstep: Class 2 contains 32711 members 
Entering Unmasked Estep 
Score: -4659758.000000 Penalty: 5456.296875
	Iteration 26Q: 3 clusters Score -4659758 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27284 members 
Mstep: Class 2 contains 32626 members 
Entering Unmasked Estep 
Score: -4659768.500000 Penalty: 5456.296875
	Iteration 27Q: 3 clusters Score -4659768 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27361 members 
Mstep: Class 2 contains 32549 members 
Entering Unmasked Estep 
Score: -4659770.500000 Penalty: 5456.296875
	Iteration 28Q: 3 clusters Score -4659770 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27430 members 
Mstep: Class 2 contains 32480 members 
Entering Unmasked Estep 
Score: -4659784.500000 Penalty: 5456.296875
	Iteration 29Q: 3 clusters Score -4659784 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27487 members 
Mstep: Class 2 contains 32423 members 
Entering Unmasked Estep 
Score: -4659789.000000 Penalty: 5456.296875
	Iteration 30Q: 3 clusters Score -4659789 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27538 members 
Mstep: Class 2 contains 32372 members 
Entering Unmasked Estep 
Score: -4659799.500000 Penalty: 5456.296875
	Iteration 31Q: 3 clusters Score -4659800 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27580 members 
Mstep: Class 2 contains 32330 members 
Entering Unmasked Estep 
Score: -4659803.500000 Penalty: 5456.296875
	Iteration 32Q: 3 clusters Score -4659804 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27608 members 
Mstep: Class 2 contains 32302 members 
Entering Unmasked Estep 
Score: -4659813.000000 Penalty: 5456.296875
	Iteration 33Q: 3 clusters Score -4659813 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27634 members 
Mstep: Class 2 contains 32276 members 
Entering Unmasked Estep 
Score: -4659807.500000 Penalty: 5456.296875
	Iteration 34Q: 3 clusters Score -4659808 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27658 members 
Mstep: Class 2 contains 32252 members 
Entering Unmasked Estep 
Score: -4659789.500000 Penalty: 5456.296875
	Iteration 35Q: 3 clusters Score -4659790 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27679 members 
Mstep: Class 2 contains 32231 members 
Entering Unmasked Estep 
Score: -4659786.500000 Penalty: 5456.296875
	Iteration 36Q: 3 clusters Score -4659786 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27693 members 
Mstep: Class 2 contains 32217 members 
Entering Unmasked Estep 
Score: -4659787.000000 Penalty: 5456.296875
	Iteration 37Q: 3 clusters Score -4659787 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27712 members 
Mstep: Class 2 contains 32198 members 
Entering Unmasked Estep 
Score: -4659795.000000 Penalty: 5456.296875
	Iteration 38Q: 3 clusters Score -4659795 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27724 members 
Mstep: Class 2 contains 32186 members 
Entering Unmasked Estep 
Score: -4659802.000000 Penalty: 5456.296875
	Iteration 39Q: 3 clusters Score -4659802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27726 members 
Mstep: Class 2 contains 32184 members 
Entering Unmasked Estep 
Score: -4659799.500000 Penalty: 5456.296875
	Iteration 40F: 3 clusters Score -4659800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27727 members 
Mstep: Class 2 contains 32183 members 
Entering Unmasked Estep 
Score: -4659802.500000 Penalty: 5456.296875
	Iteration 41Q: 3 clusters Score -4659802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27730 members 
Mstep: Class 2 contains 32180 members 
Entering Unmasked Estep 
Score: -4659799.000000 Penalty: 5456.296875
	Iteration 42Q: 3 clusters Score -4659799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27732 members 
Mstep: Class 2 contains 32178 members 
Entering Unmasked Estep 
Score: -4659799.500000 Penalty: 5456.296875
	Iteration 43Q: 3 clusters Score -4659800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27733 members 
Mstep: Class 2 contains 32177 members 
Entering Unmasked Estep 
Score: -4659802.500000 Penalty: 5456.296875
	Iteration 44Q: 3 clusters Score -4659802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27734 members 
Mstep: Class 2 contains 32176 members 
Entering Unmasked Estep 
Score: -4659803.000000 Penalty: 5456.296875
	Iteration 45Q: 3 clusters Score -4659803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27735 members 
Mstep: Class 2 contains 32175 members 
Entering Unmasked Estep 
Score: -4659799.500000 Penalty: 5456.296875
	Iteration 46Q: 3 clusters Score -4659800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27735 members 
Mstep: Class 2 contains 32175 members 
Entering Unmasked Estep 
Score: -4659799.500000 Penalty: 5456.296875
	Iteration 47F: 3 clusters Score -4659800 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Entering Unmasked Estep 
Score: -456217.375000 Penalty: 2149.157715
	Iteration 0F: 2 clusters Score -456217.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -451178.156250 Penalty: 4298.315430
	Iteration 0F: 3 clusters Score -451178.2 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -452492.531250 Penalty: 4298.315430
	Iteration 1F: 3 clusters Score -452492.5 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -452724.500000 Penalty: 4298.315430
	Iteration 2F: 3 clusters Score -452724.5 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -452868.312500 Penalty: 4298.315430
	Iteration 3Q: 3 clusters Score -452868.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -452972.593750 Penalty: 4298.315430
	Iteration 4Q: 3 clusters Score -452972.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -453068.843750 Penalty: 4298.315430
	Iteration 5Q: 3 clusters Score -453068.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -453174.437500 Penalty: 4298.315430
	Iteration 6Q: 3 clusters Score -453174.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -453263.718750 Penalty: 4298.315430
	Iteration 7Q: 3 clusters Score -453263.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -453336.062500 Penalty: 4298.315430
	Iteration 8Q: 3 clusters Score -453336.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -453413.281250 Penalty: 4298.315430
	Iteration 9Q: 3 clusters Score -453413.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -453487.343750 Penalty: 4298.315430
	Iteration 10Q: 3 clusters Score -453487.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -453552.031250 Penalty: 4298.315430
	Iteration 11Q: 3 clusters Score -453552 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -453614.562500 Penalty: 4298.315430
	Iteration 12Q: 3 clusters Score -453614.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -453662.125000 Penalty: 4298.315430
	Iteration 13Q: 3 clusters Score -453662.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -453708.562500 Penalty: 4298.315430
	Iteration 14Q: 3 clusters Score -453708.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -453751.000000 Penalty: 4298.315430
	Iteration 15Q: 3 clusters Score -453751 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -453794.656250 Penalty: 4298.315430
	Iteration 16Q: 3 clusters Score -453794.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -453829.812500 Penalty: 4298.315430
	Iteration 17Q: 3 clusters Score -453829.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -453864.781250 Penalty: 4298.315430
	Iteration 18Q: 3 clusters Score -453864.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -453897.812500 Penalty: 4298.315430
	Iteration 19Q: 3 clusters Score -453897.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -453940.281250 Penalty: 4298.315430
	Iteration 20F: 3 clusters Score -453940.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -453993.687500 Penalty: 4298.315430
	Iteration 21Q: 3 clusters Score -453993.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -454047.906250 Penalty: 4298.315430
	Iteration 22Q: 3 clusters Score -454047.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -454106.531250 Penalty: 4298.315430
	Iteration 23Q: 3 clusters Score -454106.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -454159.593750 Penalty: 4298.315430
	Iteration 24Q: 3 clusters Score -454159.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -454207.218750 Penalty: 4298.315430
	Iteration 25Q: 3 clusters Score -454207.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -454247.468750 Penalty: 4298.315430
	Iteration 26Q: 3 clusters Score -454247.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -454283.812500 Penalty: 4298.315430
	Iteration 27Q: 3 clusters Score -454283.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -454324.250000 Penalty: 4298.315430
	Iteration 28Q: 3 clusters Score -454324.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -454365.093750 Penalty: 4298.315430
	Iteration 29Q: 3 clusters Score -454365.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -454404.468750 Penalty: 4298.315430
	Iteration 30Q: 3 clusters Score -454404.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -454434.468750 Penalty: 4298.315430
	Iteration 31Q: 3 clusters Score -454434.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -454458.312500 Penalty: 4298.315430
	Iteration 32Q: 3 clusters Score -454458.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -454475.781250 Penalty: 4298.315430
	Iteration 33Q: 3 clusters Score -454475.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -454489.093750 Penalty: 4298.315430
	Iteration 34Q: 3 clusters Score -454489.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -454504.750000 Penalty: 4298.315430
	Iteration 35Q: 3 clusters Score -454504.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -454513.156250 Penalty: 4298.315430
	Iteration 36Q: 3 clusters Score -454513.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -454519.093750 Penalty: 4298.315430
	Iteration 37Q: 3 clusters Score -454519.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -454523.218750 Penalty: 4298.315430
	Iteration 38Q: 3 clusters Score -454523.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -454530.375000 Penalty: 4298.315430
	Iteration 39Q: 3 clusters Score -454530.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -454536.687500 Penalty: 4298.315430
	Iteration 40F: 3 clusters Score -454536.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -454543.375000 Penalty: 4298.315430
	Iteration 41Q: 3 clusters Score -454543.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -454549.812500 Penalty: 4298.315430
	Iteration 42Q: 3 clusters Score -454549.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -454557.218750 Penalty: 4298.315430
	Iteration 43Q: 3 clusters Score -454557.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -454562.187500 Penalty: 4298.315430
	Iteration 44Q: 3 clusters Score -454562.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -454572.281250 Penalty: 4298.315430
	Iteration 45Q: 3 clusters Score -454572.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -454579.937500 Penalty: 4298.315430
	Iteration 46Q: 3 clusters Score -454579.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -454587.812500 Penalty: 4298.315430
	Iteration 47Q: 3 clusters Score -454587.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -454593.187500 Penalty: 4298.315430
	Iteration 48Q: 3 clusters Score -454593.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -454596.156250 Penalty: 4298.315430
	Iteration 49Q: 3 clusters Score -454596.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -454600.312500 Penalty: 4298.315430
	Iteration 50Q: 3 clusters Score -454600.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -454600.312500 Penalty: 4298.315430
	Iteration 51Q: 3 clusters Score -454600.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -454600.531250 Penalty: 4298.315430
	Iteration 52Q: 3 clusters Score -454600.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -454601.093750 Penalty: 4298.315430
	Iteration 53Q: 3 clusters Score -454601.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -454601.593750 Penalty: 4298.315430
	Iteration 54Q: 3 clusters Score -454601.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -454602.375000 Penalty: 4298.315430
	Iteration 55Q: 3 clusters Score -454602.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -454602.375000 Penalty: 4298.315430
	Iteration 56F: 3 clusters Score -454602.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (21519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21519 members 
Entering Unmasked Estep 
Score: -1490604.125000 Penalty: 2474.219482
	Iteration 0F: 2 clusters Score -1490604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -1475589.625000 Penalty: 4948.438965
	Iteration 0F: 3 clusters Score -1475590 nChanged 9452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -1480909.625000 Penalty: 4948.438965
	Iteration 1F: 3 clusters Score -1480910 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -1481807.000000 Penalty: 4948.438965
	Iteration 2F: 3 clusters Score -1481807 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -1482710.375000 Penalty: 4948.438965
	Iteration 3F: 3 clusters Score -1482710 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -1483634.500000 Penalty: 4948.438965
	Iteration 4F: 3 clusters Score -1483634 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -1484501.875000 Penalty: 4948.438965
	Iteration 5F: 3 clusters Score -1484502 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -1485340.250000 Penalty: 4948.438965
	Iteration 6F: 3 clusters Score -1485340 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -1486084.875000 Penalty: 4948.438965
	Iteration 7F: 3 clusters Score -1486085 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -1486670.250000 Penalty: 4948.438965
	Iteration 8Q: 3 clusters Score -1486670 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -1487058.750000 Penalty: 4948.438965
	Iteration 9Q: 3 clusters Score -1487059 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -1487271.000000 Penalty: 4948.438965
	Iteration 10Q: 3 clusters Score -1487271 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -1487392.000000 Penalty: 4948.438965
	Iteration 11Q: 3 clusters Score -1487392 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -1487461.125000 Penalty: 4948.438965
	Iteration 12Q: 3 clusters Score -1487461 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -1487512.000000 Penalty: 4948.438965
	Iteration 13Q: 3 clusters Score -1487512 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -1487559.875000 Penalty: 4948.438965
	Iteration 14Q: 3 clusters Score -1487560 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -1487613.875000 Penalty: 4948.438965
	Iteration 15Q: 3 clusters Score -1487614 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -1487652.125000 Penalty: 4948.438965
	Iteration 16Q: 3 clusters Score -1487652 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -1487686.125000 Penalty: 4948.438965
	Iteration 17Q: 3 clusters Score -1487686 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -1487718.750000 Penalty: 4948.438965
	Iteration 18Q: 3 clusters Score -1487719 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -1487750.875000 Penalty: 4948.438965
	Iteration 19Q: 3 clusters Score -1487751 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -1487779.750000 Penalty: 4948.438965
	Iteration 20F: 3 clusters Score -1487780 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -1487809.125000 Penalty: 4948.438965
	Iteration 21Q: 3 clusters Score -1487809 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -1487839.125000 Penalty: 4948.438965
	Iteration 22Q: 3 clusters Score -1487839 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -1487864.750000 Penalty: 4948.438965
	Iteration 23Q: 3 clusters Score -1487865 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -1487900.750000 Penalty: 4948.438965
	Iteration 24Q: 3 clusters Score -1487901 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -1487918.250000 Penalty: 4948.438965
	Iteration 25Q: 3 clusters Score -1487918 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -1487947.375000 Penalty: 4948.438965
	Iteration 26Q: 3 clusters Score -1487947 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -1487978.625000 Penalty: 4948.438965
	Iteration 27Q: 3 clusters Score -1487979 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -1488011.375000 Penalty: 4948.438965
	Iteration 28Q: 3 clusters Score -1488011 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -1488044.875000 Penalty: 4948.438965
	Iteration 29Q: 3 clusters Score -1488045 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -1488065.750000 Penalty: 4948.438965
	Iteration 30Q: 3 clusters Score -1488066 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -1488096.125000 Penalty: 4948.438965
	Iteration 31Q: 3 clusters Score -1488096 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -1488133.125000 Penalty: 4948.438965
	Iteration 32Q: 3 clusters Score -1488133 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -1488177.000000 Penalty: 4948.438965
	Iteration 33Q: 3 clusters Score -1488177 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -1488221.125000 Penalty: 4948.438965
	Iteration 34Q: 3 clusters Score -1488221 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -1488259.000000 Penalty: 4948.438965
	Iteration 35Q: 3 clusters Score -1488259 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -1488309.625000 Penalty: 4948.438965
	Iteration 36Q: 3 clusters Score -1488310 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -1488377.250000 Penalty: 4948.438965
	Iteration 37Q: 3 clusters Score -1488377 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -1488447.000000 Penalty: 4948.438965
	Iteration 38Q: 3 clusters Score -1488447 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -1488509.500000 Penalty: 4948.438965
	Iteration 39Q: 3 clusters Score -1488510 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -1488582.125000 Penalty: 4948.438965
	Iteration 40F: 3 clusters Score -1488582 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -1488649.375000 Penalty: 4948.438965
	Iteration 41Q: 3 clusters Score -1488649 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1488713.625000 Penalty: 4948.438965
	Iteration 42Q: 3 clusters Score -1488714 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1488776.375000 Penalty: 4948.438965
	Iteration 43Q: 3 clusters Score -1488776 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -1488836.375000 Penalty: 4948.438965
	Iteration 44Q: 3 clusters Score -1488836 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1488900.250000 Penalty: 4948.438965
	Iteration 45Q: 3 clusters Score -1488900 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1488958.250000 Penalty: 4948.438965
	Iteration 46Q: 3 clusters Score -1488958 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1489016.500000 Penalty: 4948.438965
	Iteration 47Q: 3 clusters Score -1489016 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1489067.375000 Penalty: 4948.438965
	Iteration 48Q: 3 clusters Score -1489067 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1489127.750000 Penalty: 4948.438965
	Iteration 49Q: 3 clusters Score -1489128 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1489186.125000 Penalty: 4948.438965
	Iteration 50Q: 3 clusters Score -1489186 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1489241.500000 Penalty: 4948.438965
	Iteration 51Q: 3 clusters Score -1489242 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1489306.125000 Penalty: 4948.438965
	Iteration 52Q: 3 clusters Score -1489306 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1489364.500000 Penalty: 4948.438965
	Iteration 53Q: 3 clusters Score -1489364 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1489420.125000 Penalty: 4948.438965
	Iteration 54Q: 3 clusters Score -1489420 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1489486.375000 Penalty: 4948.438965
	Iteration 55Q: 3 clusters Score -1489486 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1489558.000000 Penalty: 4948.438965
	Iteration 56Q: 3 clusters Score -1489558 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15075 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1489627.125000 Penalty: 4948.438965
	Iteration 57Q: 3 clusters Score -1489627 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1489720.375000 Penalty: 4948.438965
	Iteration 58Q: 3 clusters Score -1489720 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15348 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1489812.500000 Penalty: 4948.438965
	Iteration 59Q: 3 clusters Score -1489812 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1489899.875000 Penalty: 4948.438965
	Iteration 60F: 3 clusters Score -1489900 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15642 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1489991.875000 Penalty: 4948.438965
	Iteration 61Q: 3 clusters Score -1489992 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1490077.875000 Penalty: 4948.438965
	Iteration 62Q: 3 clusters Score -1490078 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1490168.500000 Penalty: 4948.438965
	Iteration 63Q: 3 clusters Score -1490168 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1490264.625000 Penalty: 4948.438965
	Iteration 64Q: 3 clusters Score -1490265 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16230 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1490359.625000 Penalty: 4948.438965
	Iteration 65Q: 3 clusters Score -1490360 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1490441.250000 Penalty: 4948.438965
	Iteration 66Q: 3 clusters Score -1490441 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16511 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1490507.500000 Penalty: 4948.438965
	Iteration 67Q: 3 clusters Score -1490508 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16639 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1490570.750000 Penalty: 4948.438965
	Iteration 68Q: 3 clusters Score -1490571 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1490616.000000 Penalty: 4948.438965
	Iteration 69Q: 3 clusters Score -1490616 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16832 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1490641.000000 Penalty: 4948.438965
	Iteration 70Q: 3 clusters Score -1490641 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16902 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -1490663.750000 Penalty: 4948.438965
	Iteration 71Q: 3 clusters Score -1490664 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16959 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -1490674.000000 Penalty: 4948.438965
	Iteration 72Q: 3 clusters Score -1490674 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17014 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1490683.750000 Penalty: 4948.438965
	Iteration 73Q: 3 clusters Score -1490684 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17056 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1490694.250000 Penalty: 4948.438965
	Iteration 74Q: 3 clusters Score -1490694 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1490703.000000 Penalty: 4948.438965
	Iteration 75Q: 3 clusters Score -1490703 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17123 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1490704.500000 Penalty: 4948.438965
	Iteration 76Q: 3 clusters Score -1490704 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17160 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1490715.750000 Penalty: 4948.438965
	Iteration 77Q: 3 clusters Score -1490716 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17200 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1490720.625000 Penalty: 4948.438965
	Iteration 78Q: 3 clusters Score -1490721 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17236 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1490723.625000 Penalty: 4948.438965
	Iteration 79Q: 3 clusters Score -1490724 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17272 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1490730.000000 Penalty: 4948.438965
	Iteration 80F: 3 clusters Score -1490730 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17295 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1490734.750000 Penalty: 4948.438965
	Iteration 81Q: 3 clusters Score -1490735 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17313 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1490738.500000 Penalty: 4948.438965
	Iteration 82Q: 3 clusters Score -1490738 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1490736.125000 Penalty: 4948.438965
	Iteration 83Q: 3 clusters Score -1490736 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1490740.000000 Penalty: 4948.438965
	Iteration 84Q: 3 clusters Score -1490740 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -1490742.875000 Penalty: 4948.438965
	Iteration 85Q: 3 clusters Score -1490743 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17376 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1490746.625000 Penalty: 4948.438965
	Iteration 86Q: 3 clusters Score -1490747 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17384 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1490743.750000 Penalty: 4948.438965
	Iteration 87Q: 3 clusters Score -1490744 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17397 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1490747.125000 Penalty: 4948.438965
	Iteration 88Q: 3 clusters Score -1490747 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17408 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1490750.500000 Penalty: 4948.438965
	Iteration 89Q: 3 clusters Score -1490750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17416 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1490752.500000 Penalty: 4948.438965
	Iteration 90Q: 3 clusters Score -1490752 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1490751.500000 Penalty: 4948.438965
	Iteration 91Q: 3 clusters Score -1490752 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17442 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1490751.125000 Penalty: 4948.438965
	Iteration 92Q: 3 clusters Score -1490751 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17451 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1490755.875000 Penalty: 4948.438965
	Iteration 93Q: 3 clusters Score -1490756 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17462 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1490757.375000 Penalty: 4948.438965
	Iteration 94Q: 3 clusters Score -1490757 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17470 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1490757.500000 Penalty: 4948.438965
	Iteration 95Q: 3 clusters Score -1490758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17477 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1490760.125000 Penalty: 4948.438965
	Iteration 96Q: 3 clusters Score -1490760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1490759.250000 Penalty: 4948.438965
	Iteration 97Q: 3 clusters Score -1490759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17486 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1490760.500000 Penalty: 4948.438965
	Iteration 98Q: 3 clusters Score -1490760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17489 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1490760.125000 Penalty: 4948.438965
	Iteration 99Q: 3 clusters Score -1490760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17491 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1490759.250000 Penalty: 4948.438965
	Iteration 100F: 3 clusters Score -1490759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1490759.250000 Penalty: 4948.438965
	Iteration 101Q: 3 clusters Score -1490759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17494 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1490761.125000 Penalty: 4948.438965
	Iteration 102Q: 3 clusters Score -1490761 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17494 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1490761.125000 Penalty: 4948.438965
	Iteration 103F: 3 clusters Score -1490761 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74830 members 
Mstep: Class 2 contains 24265 members 
Mstep: Class 3 contains 3401 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 95292 members 
Mstep: Class 6 contains 153990 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8378 members 
Mstep: Class 9 contains 75889 members 
Mstep: Class 10 contains 63323 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 59910 members 
Mstep: Class 13 contains 5802 members 
Mstep: Class 14 contains 17494 members 
Mstep: Class 15 contains 17027 members 
Mstep: Class 16 contains 13950 members 
Mstep: Class 17 contains 37874 members 
Mstep: Class 18 contains 2930 members 
Mstep: Class 19 contains 5647 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9811 members 
Mstep: Class 22 contains 10004 members 
Mstep: Class 23 contains 28648 members 
Mstep: Class 24 contains 527363 members 
Mstep: Class 25 contains 60530 members 
Mstep: Class 26 contains 6819 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69827 members 
Mstep: Class 29 contains 5904 members 
Mstep: Class 30 contains 16778 members 
Mstep: Class 31 contains 3324 members 
Mstep: Class 32 contains 23572 members 
Mstep: Class 33 contains 2734 members 
Mstep: Class 34 contains 4025 members 
Entering Unmasked Estep 
Score: -111983648.000000 Penalty: 119701.210938
Splitting cluster 14 changes total score from -111984408.000000 to -111983648.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (17027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17027 members 
Entering Unmasked Estep 
Score: -1350654.250000 Penalty: 2416.153809
	Iteration 0F: 2 clusters Score -1350654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1338420.750000 Penalty: 4832.307617
	Iteration 0F: 3 clusters Score -1338421 nChanged 7420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -1342512.250000 Penalty: 4832.307617
	Iteration 1F: 3 clusters Score -1342512 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -1342947.875000 Penalty: 4832.307617
	Iteration 2F: 3 clusters Score -1342948 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -1343308.125000 Penalty: 4832.307617
	Iteration 3Q: 3 clusters Score -1343308 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -1343622.750000 Penalty: 4832.307617
	Iteration 4Q: 3 clusters Score -1343623 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -1343952.250000 Penalty: 4832.307617
	Iteration 5Q: 3 clusters Score -1343952 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -1344315.375000 Penalty: 4832.307617
	Iteration 6Q: 3 clusters Score -1344315 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -1344717.500000 Penalty: 4832.307617
	Iteration 7Q: 3 clusters Score -1344718 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -1345108.375000 Penalty: 4832.307617
	Iteration 8Q: 3 clusters Score -1345108 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -1345480.750000 Penalty: 4832.307617
	Iteration 9Q: 3 clusters Score -1345481 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -1345851.500000 Penalty: 4832.307617
	Iteration 10Q: 3 clusters Score -1345852 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -1346185.875000 Penalty: 4832.307617
	Iteration 11Q: 3 clusters Score -1346186 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -1346506.500000 Penalty: 4832.307617
	Iteration 12Q: 3 clusters Score -1346506 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -1346810.250000 Penalty: 4832.307617
	Iteration 13Q: 3 clusters Score -1346810 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -1347134.250000 Penalty: 4832.307617
	Iteration 14Q: 3 clusters Score -1347134 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -1347487.750000 Penalty: 4832.307617
	Iteration 15Q: 3 clusters Score -1347488 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -1347837.250000 Penalty: 4832.307617
	Iteration 16Q: 3 clusters Score -1347837 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -1348137.625000 Penalty: 4832.307617
	Iteration 17Q: 3 clusters Score -1348138 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -1348378.375000 Penalty: 4832.307617
	Iteration 18Q: 3 clusters Score -1348378 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -1348572.500000 Penalty: 4832.307617
	Iteration 19Q: 3 clusters Score -1348572 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -1348689.875000 Penalty: 4832.307617
	Iteration 20F: 3 clusters Score -1348690 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -1348770.500000 Penalty: 4832.307617
	Iteration 21Q: 3 clusters Score -1348770 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 14604 members 
Entering Unmasked Estep 
Score: -1348836.375000 Penalty: 4832.307617
	Iteration 22Q: 3 clusters Score -1348836 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -1348882.500000 Penalty: 4832.307617
	Iteration 23Q: 3 clusters Score -1348882 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -1348925.500000 Penalty: 4832.307617
	Iteration 24Q: 3 clusters Score -1348926 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -1348962.125000 Penalty: 4832.307617
	Iteration 25Q: 3 clusters Score -1348962 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -1348992.000000 Penalty: 4832.307617
	Iteration 26Q: 3 clusters Score -1348992 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
Score: -1349011.250000 Penalty: 4832.307617
	Iteration 27Q: 3 clusters Score -1349011 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -1349027.375000 Penalty: 4832.307617
	Iteration 28Q: 3 clusters Score -1349027 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -1349032.500000 Penalty: 4832.307617
	Iteration 29Q: 3 clusters Score -1349032 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 14987 members 
Entering Unmasked Estep 
Score: -1349043.375000 Penalty: 4832.307617
	Iteration 30Q: 3 clusters Score -1349043 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -1349053.625000 Penalty: 4832.307617
	Iteration 31Q: 3 clusters Score -1349054 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -1349062.000000 Penalty: 4832.307617
	Iteration 32Q: 3 clusters Score -1349062 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -1349077.125000 Penalty: 4832.307617
	Iteration 33Q: 3 clusters Score -1349077 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -1349087.000000 Penalty: 4832.307617
	Iteration 34Q: 3 clusters Score -1349087 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -1349096.625000 Penalty: 4832.307617
	Iteration 35Q: 3 clusters Score -1349097 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 15143 members 
Entering Unmasked Estep 
Score: -1349098.250000 Penalty: 4832.307617
	Iteration 36Q: 3 clusters Score -1349098 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -1349103.250000 Penalty: 4832.307617
	Iteration 37Q: 3 clusters Score -1349103 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -1349105.500000 Penalty: 4832.307617
	Iteration 38Q: 3 clusters Score -1349106 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -1349112.250000 Penalty: 4832.307617
	Iteration 39Q: 3 clusters Score -1349112 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 15199 members 
Entering Unmasked Estep 
Score: -1349115.500000 Penalty: 4832.307617
	Iteration 40F: 3 clusters Score -1349116 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -1349117.750000 Penalty: 4832.307617
	Iteration 41Q: 3 clusters Score -1349118 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -1349125.250000 Penalty: 4832.307617
	Iteration 42Q: 3 clusters Score -1349125 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 15241 members 
Entering Unmasked Estep 
Score: -1349132.750000 Penalty: 4832.307617
	Iteration 43Q: 3 clusters Score -1349133 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
Score: -1349132.875000 Penalty: 4832.307617
	Iteration 44Q: 3 clusters Score -1349133 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -1349132.500000 Penalty: 4832.307617
	Iteration 45Q: 3 clusters Score -1349132 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 15281 members 
Entering Unmasked Estep 
Score: -1349134.125000 Penalty: 4832.307617
	Iteration 46Q: 3 clusters Score -1349134 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -1349137.000000 Penalty: 4832.307617
	Iteration 47Q: 3 clusters Score -1349137 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 15300 members 
Entering Unmasked Estep 
Score: -1349141.375000 Penalty: 4832.307617
	Iteration 48Q: 3 clusters Score -1349141 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
Score: -1349139.875000 Penalty: 4832.307617
	Iteration 49Q: 3 clusters Score -1349140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -1349140.625000 Penalty: 4832.307617
	Iteration 50Q: 3 clusters Score -1349141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -1349145.500000 Penalty: 4832.307617
	Iteration 51Q: 3 clusters Score -1349146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -1349145.000000 Penalty: 4832.307617
	Iteration 52Q: 3 clusters Score -1349145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -1349144.625000 Penalty: 4832.307617
	Iteration 53Q: 3 clusters Score -1349145 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
Score: -1349143.500000 Penalty: 4832.307617
	Iteration 54Q: 3 clusters Score -1349144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -1349144.875000 Penalty: 4832.307617
	Iteration 55Q: 3 clusters Score -1349145 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 15322 members 
Entering Unmasked Estep 
Score: -1349148.750000 Penalty: 4832.307617
	Iteration 56Q: 3 clusters Score -1349149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -1349148.625000 Penalty: 4832.307617
	Iteration 57Q: 3 clusters Score -1349149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -1349149.000000 Penalty: 4832.307617
	Iteration 58Q: 3 clusters Score -1349149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 15329 members 
Entering Unmasked Estep 
Score: -1349149.500000 Penalty: 4832.307617
	Iteration 59Q: 3 clusters Score -1349150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 15329 members 
Entering Unmasked Estep 
Score: -1349149.500000 Penalty: 4832.307617
	Iteration 60F: 3 clusters Score -1349150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (13950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Entering Unmasked Estep 
Score: -1051329.750000 Penalty: 2366.722168
	Iteration 0F: 2 clusters Score -1051330 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 7024 members 
Entering Unmasked Estep 
Score: -1041060.937500 Penalty: 4733.444336
	Iteration 0F: 3 clusters Score -1041061 nChanged 5950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1044244.375000 Penalty: 4733.444336
	Iteration 1F: 3 clusters Score -1044244 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -1044588.875000 Penalty: 4733.444336
	Iteration 2F: 3 clusters Score -1044589 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1044888.062500 Penalty: 4733.444336
	Iteration 3Q: 3 clusters Score -1044888 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -1045199.250000 Penalty: 4733.444336
	Iteration 4Q: 3 clusters Score -1045199 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -1045526.187500 Penalty: 4733.444336
	Iteration 5Q: 3 clusters Score -1045526 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -1045891.000000 Penalty: 4733.444336
	Iteration 6Q: 3 clusters Score -1045891 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -1046339.875000 Penalty: 4733.444336
	Iteration 7Q: 3 clusters Score -1046340 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -1046885.750000 Penalty: 4733.444336
	Iteration 8F: 3 clusters Score -1046886 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -1047488.812500 Penalty: 4733.444336
	Iteration 9F: 3 clusters Score -1047489 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -1048051.562500 Penalty: 4733.444336
	Iteration 10Q: 3 clusters Score -1048052 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -1048487.000000 Penalty: 4733.444336
	Iteration 11Q: 3 clusters Score -1048487 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -1048784.250000 Penalty: 4733.444336
	Iteration 12Q: 3 clusters Score -1048784 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -1048980.375000 Penalty: 4733.444336
	Iteration 13Q: 3 clusters Score -1048980 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -1049114.250000 Penalty: 4733.444336
	Iteration 14Q: 3 clusters Score -1049114 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -1049205.625000 Penalty: 4733.444336
	Iteration 15Q: 3 clusters Score -1049206 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -1049272.500000 Penalty: 4733.444336
	Iteration 16Q: 3 clusters Score -1049272 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -1049317.375000 Penalty: 4733.444336
	Iteration 17Q: 3 clusters Score -1049317 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -1049351.625000 Penalty: 4733.444336
	Iteration 18Q: 3 clusters Score -1049352 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -1049384.750000 Penalty: 4733.444336
	Iteration 19Q: 3 clusters Score -1049385 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -1049410.125000 Penalty: 4733.444336
	Iteration 20F: 3 clusters Score -1049410 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -1049430.375000 Penalty: 4733.444336
	Iteration 21Q: 3 clusters Score -1049430 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -1049442.500000 Penalty: 4733.444336
	Iteration 22Q: 3 clusters Score -1049442 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -1049449.000000 Penalty: 4733.444336
	Iteration 23Q: 3 clusters Score -1049449 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -1049453.375000 Penalty: 4733.444336
	Iteration 24Q: 3 clusters Score -1049453 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -1049460.000000 Penalty: 4733.444336
	Iteration 25Q: 3 clusters Score -1049460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
Score: -1049458.500000 Penalty: 4733.444336
	Iteration 26Q: 3 clusters Score -1049458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -1049458.625000 Penalty: 4733.444336
	Iteration 27Q: 3 clusters Score -1049459 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -1049458.625000 Penalty: 4733.444336
	Iteration 28F: 3 clusters Score -1049459 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (37874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37874 members 
Entering Unmasked Estep 
Score: -2953626.750000 Penalty: 2614.420898
	Iteration 0F: 2 clusters Score -2953627 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18829 members 
Mstep: Class 2 contains 19045 members 
Entering Unmasked Estep 
Score: -2927843.250000 Penalty: 5228.841797
	Iteration 0F: 3 clusters Score -2927843 nChanged 17257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17920 members 
Mstep: Class 2 contains 19954 members 
Entering Unmasked Estep 
Score: -2937410.000000 Penalty: 5228.841797
	Iteration 1F: 3 clusters Score -2937410 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17146 members 
Mstep: Class 2 contains 20728 members 
Entering Unmasked Estep 
Score: -2938201.250000 Penalty: 5228.841797
	Iteration 2F: 3 clusters Score -2938201 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15985 members 
Mstep: Class 2 contains 21889 members 
Entering Unmasked Estep 
Score: -2939198.000000 Penalty: 5228.841797
	Iteration 3F: 3 clusters Score -2939198 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 23452 members 
Entering Unmasked Estep 
Score: -2940451.250000 Penalty: 5228.841797
	Iteration 4F: 3 clusters Score -2940451 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 25383 members 
Entering Unmasked Estep 
Score: -2942006.000000 Penalty: 5228.841797
	Iteration 5F: 3 clusters Score -2942006 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 27614 members 
Entering Unmasked Estep 
Score: -2943859.500000 Penalty: 5228.841797
	Iteration 6F: 3 clusters Score -2943860 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 29942 members 
Entering Unmasked Estep 
Score: -2945862.000000 Penalty: 5228.841797
	Iteration 7F: 3 clusters Score -2945862 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 32071 members 
Entering Unmasked Estep 
Score: -2947786.500000 Penalty: 5228.841797
	Iteration 8F: 3 clusters Score -2947786 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 33761 members 
Entering Unmasked Estep 
Score: -2949320.000000 Penalty: 5228.841797
	Iteration 9Q: 3 clusters Score -2949320 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 34866 members 
Entering Unmasked Estep 
Score: -2950324.750000 Penalty: 5228.841797
	Iteration 10Q: 3 clusters Score -2950325 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 35601 members 
Entering Unmasked Estep 
Score: -2951046.000000 Penalty: 5228.841797
	Iteration 11Q: 3 clusters Score -2951046 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 35993 members 
Entering Unmasked Estep 
Score: -2951456.500000 Penalty: 5228.841797
	Iteration 12Q: 3 clusters Score -2951456 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 36219 members 
Entering Unmasked Estep 
Score: -2951657.750000 Penalty: 5228.841797
	Iteration 13Q: 3 clusters Score -2951658 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 36360 members 
Entering Unmasked Estep 
Score: -2951776.250000 Penalty: 5228.841797
	Iteration 14Q: 3 clusters Score -2951776 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 36451 members 
Entering Unmasked Estep 
Score: -2951831.000000 Penalty: 5228.841797
	Iteration 15Q: 3 clusters Score -2951831 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 36515 members 
Entering Unmasked Estep 
Score: -2951858.750000 Penalty: 5228.841797
	Iteration 16Q: 3 clusters Score -2951859 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 36547 members 
Entering Unmasked Estep 
Score: -2951889.750000 Penalty: 5228.841797
	Iteration 17Q: 3 clusters Score -2951890 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 36583 members 
Entering Unmasked Estep 
Score: -2951905.250000 Penalty: 5228.841797
	Iteration 18Q: 3 clusters Score -2951905 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 36603 members 
Entering Unmasked Estep 
Score: -2951919.750000 Penalty: 5228.841797
	Iteration 19Q: 3 clusters Score -2951920 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 36622 members 
Entering Unmasked Estep 
Score: -2951922.250000 Penalty: 5228.841797
	Iteration 20F: 3 clusters Score -2951922 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 36645 members 
Entering Unmasked Estep 
Score: -2951925.500000 Penalty: 5228.841797
	Iteration 21Q: 3 clusters Score -2951926 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 36670 members 
Entering Unmasked Estep 
Score: -2951937.750000 Penalty: 5228.841797
	Iteration 22Q: 3 clusters Score -2951938 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 36692 members 
Entering Unmasked Estep 
Score: -2951949.750000 Penalty: 5228.841797
	Iteration 23Q: 3 clusters Score -2951950 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 36704 members 
Entering Unmasked Estep 
Score: -2951960.500000 Penalty: 5228.841797
	Iteration 24Q: 3 clusters Score -2951960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 36707 members 
Entering Unmasked Estep 
Score: -2951964.000000 Penalty: 5228.841797
	Iteration 25Q: 3 clusters Score -2951964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 36712 members 
Entering Unmasked Estep 
Score: -2951965.750000 Penalty: 5228.841797
	Iteration 26Q: 3 clusters Score -2951966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 36718 members 
Entering Unmasked Estep 
Score: -2951962.250000 Penalty: 5228.841797
	Iteration 27Q: 3 clusters Score -2951962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 36722 members 
Entering Unmasked Estep 
Score: -2951963.000000 Penalty: 5228.841797
	Iteration 28Q: 3 clusters Score -2951963 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 36722 members 
Entering Unmasked Estep 
Score: -2951963.000000 Penalty: 5228.841797
	Iteration 29F: 3 clusters Score -2951963 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Entering Unmasked Estep 
Score: -249692.484375 Penalty: 1979.723877
	Iteration 0F: 2 clusters Score -249692.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -246478.578125 Penalty: 3959.447754
	Iteration 0F: 3 clusters Score -246478.6 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -247097.640625 Penalty: 3959.447754
	Iteration 1F: 3 clusters Score -247097.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -247235.656250 Penalty: 3959.447754
	Iteration 2F: 3 clusters Score -247235.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -247324.562500 Penalty: 3959.447754
	Iteration 3Q: 3 clusters Score -247324.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -247366.671875 Penalty: 3959.447754
	Iteration 4Q: 3 clusters Score -247366.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -247396.171875 Penalty: 3959.447754
	Iteration 5Q: 3 clusters Score -247396.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -247415.890625 Penalty: 3959.447754
	Iteration 6Q: 3 clusters Score -247415.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -247429.437500 Penalty: 3959.447754
	Iteration 7Q: 3 clusters Score -247429.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -247442.015625 Penalty: 3959.447754
	Iteration 8Q: 3 clusters Score -247442 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -247448.140625 Penalty: 3959.447754
	Iteration 9Q: 3 clusters Score -247448.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -247454.265625 Penalty: 3959.447754
	Iteration 10Q: 3 clusters Score -247454.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -247460.531250 Penalty: 3959.447754
	Iteration 11Q: 3 clusters Score -247460.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -247463.578125 Penalty: 3959.447754
	Iteration 12Q: 3 clusters Score -247463.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -247465.312500 Penalty: 3959.447754
	Iteration 13Q: 3 clusters Score -247465.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -247467.875000 Penalty: 3959.447754
	Iteration 14Q: 3 clusters Score -247467.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -247471.718750 Penalty: 3959.447754
	Iteration 15Q: 3 clusters Score -247471.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -247475.156250 Penalty: 3959.447754
	Iteration 16Q: 3 clusters Score -247475.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -247478.125000 Penalty: 3959.447754
	Iteration 17Q: 3 clusters Score -247478.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -247477.875000 Penalty: 3959.447754
	Iteration 18Q: 3 clusters Score -247477.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -247478.640625 Penalty: 3959.447754
	Iteration 19Q: 3 clusters Score -247478.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -247479.890625 Penalty: 3959.447754
	Iteration 20F: 3 clusters Score -247479.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -247481.500000 Penalty: 3959.447754
	Iteration 21Q: 3 clusters Score -247481.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -247483.171875 Penalty: 3959.447754
	Iteration 22Q: 3 clusters Score -247483.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -247483.359375 Penalty: 3959.447754
	Iteration 23Q: 3 clusters Score -247483.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -247483.359375 Penalty: 3959.447754
	Iteration 24F: 3 clusters Score -247483.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Entering Unmasked Estep 
Score: -441721.343750 Penalty: 2142.442139
	Iteration 0F: 2 clusters Score -441721.3 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 2858 members 
Entering Unmasked Estep 
Score: -436753.093750 Penalty: 4284.884277
	Iteration 0F: 3 clusters Score -436753.1 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -438020.968750 Penalty: 4284.884277
	Iteration 1F: 3 clusters Score -438021 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -438292.312500 Penalty: 4284.884277
	Iteration 2F: 3 clusters Score -438292.3 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -438492.656250 Penalty: 4284.884277
	Iteration 3F: 3 clusters Score -438492.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -438664.468750 Penalty: 4284.884277
	Iteration 4Q: 3 clusters Score -438664.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -438825.937500 Penalty: 4284.884277
	Iteration 5Q: 3 clusters Score -438825.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -438965.937500 Penalty: 4284.884277
	Iteration 6Q: 3 clusters Score -438965.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -439088.406250 Penalty: 4284.884277
	Iteration 7Q: 3 clusters Score -439088.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -439186.093750 Penalty: 4284.884277
	Iteration 8Q: 3 clusters Score -439186.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -439279.281250 Penalty: 4284.884277
	Iteration 9Q: 3 clusters Score -439279.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -439368.312500 Penalty: 4284.884277
	Iteration 10Q: 3 clusters Score -439368.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -439445.093750 Penalty: 4284.884277
	Iteration 11Q: 3 clusters Score -439445.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -439514.843750 Penalty: 4284.884277
	Iteration 12Q: 3 clusters Score -439514.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -439577.500000 Penalty: 4284.884277
	Iteration 13Q: 3 clusters Score -439577.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -439626.468750 Penalty: 4284.884277
	Iteration 14Q: 3 clusters Score -439626.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -439667.250000 Penalty: 4284.884277
	Iteration 15Q: 3 clusters Score -439667.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -439691.500000 Penalty: 4284.884277
	Iteration 16Q: 3 clusters Score -439691.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -439711.406250 Penalty: 4284.884277
	Iteration 17Q: 3 clusters Score -439711.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -439729.656250 Penalty: 4284.884277
	Iteration 18Q: 3 clusters Score -439729.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -439755.125000 Penalty: 4284.884277
	Iteration 19Q: 3 clusters Score -439755.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -439781.062500 Penalty: 4284.884277
	Iteration 20F: 3 clusters Score -439781.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -439803.375000 Penalty: 4284.884277
	Iteration 21Q: 3 clusters Score -439803.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -439821.531250 Penalty: 4284.884277
	Iteration 22Q: 3 clusters Score -439821.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -439836.937500 Penalty: 4284.884277
	Iteration 23Q: 3 clusters Score -439836.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -439851.781250 Penalty: 4284.884277
	Iteration 24Q: 3 clusters Score -439851.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -439860.656250 Penalty: 4284.884277
	Iteration 25Q: 3 clusters Score -439860.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -439867.312500 Penalty: 4284.884277
	Iteration 26Q: 3 clusters Score -439867.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -439876.656250 Penalty: 4284.884277
	Iteration 27Q: 3 clusters Score -439876.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -439883.656250 Penalty: 4284.884277
	Iteration 28Q: 3 clusters Score -439883.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -439891.000000 Penalty: 4284.884277
	Iteration 29Q: 3 clusters Score -439891 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -439898.375000 Penalty: 4284.884277
	Iteration 30Q: 3 clusters Score -439898.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -439903.906250 Penalty: 4284.884277
	Iteration 31Q: 3 clusters Score -439903.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -439911.156250 Penalty: 4284.884277
	Iteration 32Q: 3 clusters Score -439911.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -439915.218750 Penalty: 4284.884277
	Iteration 33Q: 3 clusters Score -439915.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -439919.093750 Penalty: 4284.884277
	Iteration 34Q: 3 clusters Score -439919.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -439921.812500 Penalty: 4284.884277
	Iteration 35Q: 3 clusters Score -439921.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -439922.781250 Penalty: 4284.884277
	Iteration 36Q: 3 clusters Score -439922.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -439924.718750 Penalty: 4284.884277
	Iteration 37Q: 3 clusters Score -439924.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -439927.312500 Penalty: 4284.884277
	Iteration 38Q: 3 clusters Score -439927.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -439930.906250 Penalty: 4284.884277
	Iteration 39Q: 3 clusters Score -439930.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -439932.312500 Penalty: 4284.884277
	Iteration 40F: 3 clusters Score -439932.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -439934.250000 Penalty: 4284.884277
	Iteration 41Q: 3 clusters Score -439934.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -439935.937500 Penalty: 4284.884277
	Iteration 42Q: 3 clusters Score -439935.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -439937.125000 Penalty: 4284.884277
	Iteration 43Q: 3 clusters Score -439937.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -439938.187500 Penalty: 4284.884277
	Iteration 44Q: 3 clusters Score -439938.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -439939.812500 Penalty: 4284.884277
	Iteration 45Q: 3 clusters Score -439939.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -439942.062500 Penalty: 4284.884277
	Iteration 46Q: 3 clusters Score -439942.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -439942.375000 Penalty: 4284.884277
	Iteration 47Q: 3 clusters Score -439942.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -439942.375000 Penalty: 4284.884277
	Iteration 48F: 3 clusters Score -439942.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (11836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Entering Unmasked Estep 
Score: -924845.625000 Penalty: 2325.967285
	Iteration 0F: 2 clusters Score -924845.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -916033.375000 Penalty: 4651.934570
	Iteration 0F: 3 clusters Score -916033.4 nChanged 4999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -918666.312500 Penalty: 4651.934570
	Iteration 1F: 3 clusters Score -918666.3 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -918998.250000 Penalty: 4651.934570
	Iteration 2F: 3 clusters Score -918998.2 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -919263.187500 Penalty: 4651.934570
	Iteration 3F: 3 clusters Score -919263.2 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -919514.062500 Penalty: 4651.934570
	Iteration 4Q: 3 clusters Score -919514.1 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -919740.750000 Penalty: 4651.934570
	Iteration 5Q: 3 clusters Score -919740.8 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -919955.000000 Penalty: 4651.934570
	Iteration 6Q: 3 clusters Score -919955 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -920169.250000 Penalty: 4651.934570
	Iteration 7Q: 3 clusters Score -920169.2 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -920430.812500 Penalty: 4651.934570
	Iteration 8Q: 3 clusters Score -920430.8 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -920709.937500 Penalty: 4651.934570
	Iteration 9Q: 3 clusters Score -920709.9 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -921003.812500 Penalty: 4651.934570
	Iteration 10Q: 3 clusters Score -921003.8 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -921316.687500 Penalty: 4651.934570
	Iteration 11Q: 3 clusters Score -921316.7 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -921646.625000 Penalty: 4651.934570
	Iteration 12Q: 3 clusters Score -921646.6 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -921938.250000 Penalty: 4651.934570
	Iteration 13Q: 3 clusters Score -921938.2 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -922185.812500 Penalty: 4651.934570
	Iteration 14Q: 3 clusters Score -922185.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -922420.500000 Penalty: 4651.934570
	Iteration 15Q: 3 clusters Score -922420.5 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -922664.812500 Penalty: 4651.934570
	Iteration 16Q: 3 clusters Score -922664.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -922932.937500 Penalty: 4651.934570
	Iteration 17Q: 3 clusters Score -922932.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -923210.687500 Penalty: 4651.934570
	Iteration 18Q: 3 clusters Score -923210.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -923558.875000 Penalty: 4651.934570
	Iteration 19Q: 3 clusters Score -923558.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -924021.187500 Penalty: 4651.934570
	Iteration 20F: 3 clusters Score -924021.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -924409.125000 Penalty: 4651.934570
	Iteration 21Q: 3 clusters Score -924409.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -924588.750000 Penalty: 4651.934570
	Iteration 22Q: 3 clusters Score -924588.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -924674.250000 Penalty: 4651.934570
	Iteration 23Q: 3 clusters Score -924674.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -924724.937500 Penalty: 4651.934570
	Iteration 24Q: 3 clusters Score -924724.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -924766.625000 Penalty: 4651.934570
	Iteration 25Q: 3 clusters Score -924766.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -924789.500000 Penalty: 4651.934570
	Iteration 26Q: 3 clusters Score -924789.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -924811.937500 Penalty: 4651.934570
	Iteration 27Q: 3 clusters Score -924811.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -924824.562500 Penalty: 4651.934570
	Iteration 28Q: 3 clusters Score -924824.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -924827.937500 Penalty: 4651.934570
	Iteration 29Q: 3 clusters Score -924827.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -924832.500000 Penalty: 4651.934570
	Iteration 30Q: 3 clusters Score -924832.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -924834.937500 Penalty: 4651.934570
	Iteration 31Q: 3 clusters Score -924834.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -924835.125000 Penalty: 4651.934570
	Iteration 32Q: 3 clusters Score -924835.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -924834.750000 Penalty: 4651.934570
	Iteration 33Q: 3 clusters Score -924834.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -924834.687500 Penalty: 4651.934570
	Iteration 34Q: 3 clusters Score -924834.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -924835.937500 Penalty: 4651.934570
	Iteration 35Q: 3 clusters Score -924835.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -924838.375000 Penalty: 4651.934570
	Iteration 36Q: 3 clusters Score -924838.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -924838.687500 Penalty: 4651.934570
	Iteration 37Q: 3 clusters Score -924838.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -924841.750000 Penalty: 4651.934570
	Iteration 38F: 3 clusters Score -924841.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -924845.187500 Penalty: 4651.934570
	Iteration 39Q: 3 clusters Score -924845.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -924846.562500 Penalty: 4651.934570
	Iteration 40F: 3 clusters Score -924846.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -924846.750000 Penalty: 4651.934570
	Iteration 41Q: 3 clusters Score -924846.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -924846.687500 Penalty: 4651.934570
	Iteration 42Q: 3 clusters Score -924846.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -924851.250000 Penalty: 4651.934570
	Iteration 43Q: 3 clusters Score -924851.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -924853.250000 Penalty: 4651.934570
	Iteration 44Q: 3 clusters Score -924853.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -924852.625000 Penalty: 4651.934570
	Iteration 45Q: 3 clusters Score -924852.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -924856.312500 Penalty: 4651.934570
	Iteration 46Q: 3 clusters Score -924856.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -924854.187500 Penalty: 4651.934570
	Iteration 47Q: 3 clusters Score -924854.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -924856.625000 Penalty: 4651.934570
	Iteration 48Q: 3 clusters Score -924856.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -924858.750000 Penalty: 4651.934570
	Iteration 49Q: 3 clusters Score -924858.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -924858.562500 Penalty: 4651.934570
	Iteration 50Q: 3 clusters Score -924858.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -924857.562500 Penalty: 4651.934570
	Iteration 51Q: 3 clusters Score -924857.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -924858.812500 Penalty: 4651.934570
	Iteration 52Q: 3 clusters Score -924858.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -924860.687500 Penalty: 4651.934570
	Iteration 53Q: 3 clusters Score -924860.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -924862.812500 Penalty: 4651.934570
	Iteration 54Q: 3 clusters Score -924862.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -924861.625000 Penalty: 4651.934570
	Iteration 55Q: 3 clusters Score -924861.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -924863.625000 Penalty: 4651.934570
	Iteration 56Q: 3 clusters Score -924863.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -924862.875000 Penalty: 4651.934570
	Iteration 57Q: 3 clusters Score -924862.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -924864.250000 Penalty: 4651.934570
	Iteration 58Q: 3 clusters Score -924864.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -924865.687500 Penalty: 4651.934570
	Iteration 59Q: 3 clusters Score -924865.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -924864.562500 Penalty: 4651.934570
	Iteration 60F: 3 clusters Score -924864.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -924864.937500 Penalty: 4651.934570
	Iteration 61Q: 3 clusters Score -924864.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -924864.937500 Penalty: 4651.934570
	Iteration 62F: 3 clusters Score -924864.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74830 members 
Mstep: Class 2 contains 24265 members 
Mstep: Class 3 contains 3401 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 95292 members 
Mstep: Class 6 contains 153990 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8378 members 
Mstep: Class 9 contains 75889 members 
Mstep: Class 10 contains 63323 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 59910 members 
Mstep: Class 13 contains 5802 members 
Mstep: Class 14 contains 21519 members 
Mstep: Class 15 contains 17027 members 
Mstep: Class 16 contains 13950 members 
Mstep: Class 17 contains 37874 members 
Mstep: Class 18 contains 2930 members 
Mstep: Class 19 contains 5647 members 
Mstep: Class 20 contains 1782 members 
Mstep: Class 21 contains 9811 members 
Mstep: Class 22 contains 10004 members 
Mstep: Class 23 contains 28648 members 
Mstep: Class 24 contains 527363 members 
Mstep: Class 25 contains 60530 members 
Mstep: Class 26 contains 6819 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69827 members 
Mstep: Class 29 contains 5904 members 
Mstep: Class 30 contains 16778 members 
Mstep: Class 31 contains 3324 members 
Mstep: Class 32 contains 23572 members 
Mstep: Class 33 contains 2734 members 
Mstep: Class 34 contains 10054 members 
Entering Unmasked Estep 
Score: -111983440.000000 Penalty: 119701.210938
Splitting cluster 20 changes total score from -111984408.000000 to -111983440.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (9811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Entering Unmasked Estep 
Score: -799770.187500 Penalty: 2279.432373
	Iteration 0F: 2 clusters Score -799770.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -792214.187500 Penalty: 4558.864746
	Iteration 0F: 3 clusters Score -792214.2 nChanged 4100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -794345.000000 Penalty: 4558.864746
	Iteration 1F: 3 clusters Score -794345 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -794637.125000 Penalty: 4558.864746
	Iteration 2F: 3 clusters Score -794637.1 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -794853.625000 Penalty: 4558.864746
	Iteration 3Q: 3 clusters Score -794853.6 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -795043.062500 Penalty: 4558.864746
	Iteration 4Q: 3 clusters Score -795043.1 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -795234.000000 Penalty: 4558.864746
	Iteration 5Q: 3 clusters Score -795234 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -795427.687500 Penalty: 4558.864746
	Iteration 6Q: 3 clusters Score -795427.7 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -795625.625000 Penalty: 4558.864746
	Iteration 7Q: 3 clusters Score -795625.6 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -795807.875000 Penalty: 4558.864746
	Iteration 8Q: 3 clusters Score -795807.9 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -796034.625000 Penalty: 4558.864746
	Iteration 9Q: 3 clusters Score -796034.6 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -796279.437500 Penalty: 4558.864746
	Iteration 10Q: 3 clusters Score -796279.4 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -796529.625000 Penalty: 4558.864746
	Iteration 11Q: 3 clusters Score -796529.6 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -796804.312500 Penalty: 4558.864746
	Iteration 12Q: 3 clusters Score -796804.3 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -797074.312500 Penalty: 4558.864746
	Iteration 13Q: 3 clusters Score -797074.3 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -797320.750000 Penalty: 4558.864746
	Iteration 14Q: 3 clusters Score -797320.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -797531.000000 Penalty: 4558.864746
	Iteration 15Q: 3 clusters Score -797531 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -797674.375000 Penalty: 4558.864746
	Iteration 16Q: 3 clusters Score -797674.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -797789.000000 Penalty: 4558.864746
	Iteration 17Q: 3 clusters Score -797789 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -797866.562500 Penalty: 4558.864746
	Iteration 18Q: 3 clusters Score -797866.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -797917.937500 Penalty: 4558.864746
	Iteration 19Q: 3 clusters Score -797917.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -797940.500000 Penalty: 4558.864746
	Iteration 20F: 3 clusters Score -797940.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -797960.687500 Penalty: 4558.864746
	Iteration 21Q: 3 clusters Score -797960.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -797970.687500 Penalty: 4558.864746
	Iteration 22Q: 3 clusters Score -797970.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -797980.062500 Penalty: 4558.864746
	Iteration 23Q: 3 clusters Score -797980.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -797986.000000 Penalty: 4558.864746
	Iteration 24Q: 3 clusters Score -797986 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -797990.625000 Penalty: 4558.864746
	Iteration 25Q: 3 clusters Score -797990.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -797996.187500 Penalty: 4558.864746
	Iteration 26Q: 3 clusters Score -797996.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -797997.500000 Penalty: 4558.864746
	Iteration 27Q: 3 clusters Score -797997.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -798003.375000 Penalty: 4558.864746
	Iteration 28Q: 3 clusters Score -798003.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -798004.187500 Penalty: 4558.864746
	Iteration 29Q: 3 clusters Score -798004.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -798005.750000 Penalty: 4558.864746
	Iteration 30Q: 3 clusters Score -798005.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -798005.625000 Penalty: 4558.864746
	Iteration 31Q: 3 clusters Score -798005.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -798006.750000 Penalty: 4558.864746
	Iteration 32Q: 3 clusters Score -798006.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -798008.375000 Penalty: 4558.864746
	Iteration 33Q: 3 clusters Score -798008.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -798008.312500 Penalty: 4558.864746
	Iteration 34Q: 3 clusters Score -798008.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -798008.187500 Penalty: 4558.864746
	Iteration 35Q: 3 clusters Score -798008.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -798010.750000 Penalty: 4558.864746
	Iteration 36Q: 3 clusters Score -798010.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -798010.250000 Penalty: 4558.864746
	Iteration 37Q: 3 clusters Score -798010.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -798012.125000 Penalty: 4558.864746
	Iteration 38Q: 3 clusters Score -798012.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -798011.375000 Penalty: 4558.864746
	Iteration 39Q: 3 clusters Score -798011.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -798011.375000 Penalty: 4558.864746
	Iteration 40F: 3 clusters Score -798011.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Entering Unmasked Estep 
Score: -753259.437500 Penalty: 2284.263428
	Iteration 0F: 2 clusters Score -753259.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -745578.312500 Penalty: 4568.526855
	Iteration 0F: 3 clusters Score -745578.3 nChanged 4190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -748046.562500 Penalty: 4568.526855
	Iteration 1F: 3 clusters Score -748046.6 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -748746.312500 Penalty: 4568.526855
	Iteration 2F: 3 clusters Score -748746.3 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -749488.812500 Penalty: 4568.526855
	Iteration 3F: 3 clusters Score -749488.8 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -750217.250000 Penalty: 4568.526855
	Iteration 4F: 3 clusters Score -750217.2 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -750826.375000 Penalty: 4568.526855
	Iteration 5F: 3 clusters Score -750826.4 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -751353.437500 Penalty: 4568.526855
	Iteration 6F: 3 clusters Score -751353.4 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -751793.937500 Penalty: 4568.526855
	Iteration 7Q: 3 clusters Score -751793.9 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -752119.562500 Penalty: 4568.526855
	Iteration 8Q: 3 clusters Score -752119.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -752381.187500 Penalty: 4568.526855
	Iteration 9Q: 3 clusters Score -752381.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -752574.500000 Penalty: 4568.526855
	Iteration 10Q: 3 clusters Score -752574.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -752706.312500 Penalty: 4568.526855
	Iteration 11Q: 3 clusters Score -752706.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -752780.812500 Penalty: 4568.526855
	Iteration 12Q: 3 clusters Score -752780.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -752823.000000 Penalty: 4568.526855
	Iteration 13Q: 3 clusters Score -752823 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -752854.437500 Penalty: 4568.526855
	Iteration 14Q: 3 clusters Score -752854.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -752876.312500 Penalty: 4568.526855
	Iteration 15Q: 3 clusters Score -752876.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -752892.687500 Penalty: 4568.526855
	Iteration 16Q: 3 clusters Score -752892.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -752903.375000 Penalty: 4568.526855
	Iteration 17Q: 3 clusters Score -752903.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -752921.000000 Penalty: 4568.526855
	Iteration 18Q: 3 clusters Score -752921 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -752932.187500 Penalty: 4568.526855
	Iteration 19Q: 3 clusters Score -752932.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -752948.437500 Penalty: 4568.526855
	Iteration 20F: 3 clusters Score -752948.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -752958.687500 Penalty: 4568.526855
	Iteration 21Q: 3 clusters Score -752958.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -752964.062500 Penalty: 4568.526855
	Iteration 22Q: 3 clusters Score -752964.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -752970.312500 Penalty: 4568.526855
	Iteration 23Q: 3 clusters Score -752970.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -752972.937500 Penalty: 4568.526855
	Iteration 24Q: 3 clusters Score -752972.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -752977.250000 Penalty: 4568.526855
	Iteration 25Q: 3 clusters Score -752977.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -752980.500000 Penalty: 4568.526855
	Iteration 26Q: 3 clusters Score -752980.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -752980.750000 Penalty: 4568.526855
	Iteration 27Q: 3 clusters Score -752980.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -752981.562500 Penalty: 4568.526855
	Iteration 28Q: 3 clusters Score -752981.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -752981.312500 Penalty: 4568.526855
	Iteration 29Q: 3 clusters Score -752981.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -752981.187500 Penalty: 4568.526855
	Iteration 30Q: 3 clusters Score -752981.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -752982.437500 Penalty: 4568.526855
	Iteration 31Q: 3 clusters Score -752982.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -752981.125000 Penalty: 4568.526855
	Iteration 32Q: 3 clusters Score -752981.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -752981.125000 Penalty: 4568.526855
	Iteration 33F: 3 clusters Score -752981.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (28648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28648 members 
Entering Unmasked Estep 
Score: -2206908.500000 Penalty: 2545.184082
	Iteration 0F: 2 clusters Score -2206908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 14419 members 
Entering Unmasked Estep 
Score: -2187166.500000 Penalty: 5090.368164
	Iteration 0F: 3 clusters Score -2187166 nChanged 12852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -2194298.000000 Penalty: 5090.368164
	Iteration 1F: 3 clusters Score -2194298 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -2194828.750000 Penalty: 5090.368164
	Iteration 2F: 3 clusters Score -2194829 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -2195275.250000 Penalty: 5090.368164
	Iteration 3Q: 3 clusters Score -2195275 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -2195694.500000 Penalty: 5090.368164
	Iteration 4Q: 3 clusters Score -2195694 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 15599 members 
Entering Unmasked Estep 
Score: -2196112.750000 Penalty: 5090.368164
	Iteration 5Q: 3 clusters Score -2196113 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 16033 members 
Entering Unmasked Estep 
Score: -2196501.000000 Penalty: 5090.368164
	Iteration 6Q: 3 clusters Score -2196501 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 16636 members 
Entering Unmasked Estep 
Score: -2196940.500000 Penalty: 5090.368164
	Iteration 7Q: 3 clusters Score -2196940 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 17366 members 
Entering Unmasked Estep 
Score: -2197475.500000 Penalty: 5090.368164
	Iteration 8Q: 3 clusters Score -2197476 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 18189 members 
Entering Unmasked Estep 
Score: -2198040.750000 Penalty: 5090.368164
	Iteration 9Q: 3 clusters Score -2198041 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 19111 members 
Entering Unmasked Estep 
Score: -2198682.500000 Penalty: 5090.368164
	Iteration 10Q: 3 clusters Score -2198682 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 20128 members 
Entering Unmasked Estep 
Score: -2199325.500000 Penalty: 5090.368164
	Iteration 11Q: 3 clusters Score -2199326 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 21186 members 
Entering Unmasked Estep 
Score: -2200021.000000 Penalty: 5090.368164
	Iteration 12Q: 3 clusters Score -2200021 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 22234 members 
Entering Unmasked Estep 
Score: -2200733.250000 Penalty: 5090.368164
	Iteration 13Q: 3 clusters Score -2200733 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 23247 members 
Entering Unmasked Estep 
Score: -2201457.750000 Penalty: 5090.368164
	Iteration 14Q: 3 clusters Score -2201458 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 24121 members 
Entering Unmasked Estep 
Score: -2202071.250000 Penalty: 5090.368164
	Iteration 15Q: 3 clusters Score -2202071 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 24893 members 
Entering Unmasked Estep 
Score: -2202624.250000 Penalty: 5090.368164
	Iteration 16Q: 3 clusters Score -2202624 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 25545 members 
Entering Unmasked Estep 
Score: -2203097.000000 Penalty: 5090.368164
	Iteration 17Q: 3 clusters Score -2203097 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 26057 members 
Entering Unmasked Estep 
Score: -2203451.250000 Penalty: 5090.368164
	Iteration 18Q: 3 clusters Score -2203451 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 26467 members 
Entering Unmasked Estep 
Score: -2203707.750000 Penalty: 5090.368164
	Iteration 19Q: 3 clusters Score -2203708 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 26794 members 
Entering Unmasked Estep 
Score: -2203912.500000 Penalty: 5090.368164
	Iteration 20F: 3 clusters Score -2203912 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 27068 members 
Entering Unmasked Estep 
Score: -2204086.750000 Penalty: 5090.368164
	Iteration 21Q: 3 clusters Score -2204087 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 27308 members 
Entering Unmasked Estep 
Score: -2204244.250000 Penalty: 5090.368164
	Iteration 22Q: 3 clusters Score -2204244 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 27472 members 
Entering Unmasked Estep 
Score: -2204364.250000 Penalty: 5090.368164
	Iteration 23Q: 3 clusters Score -2204364 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 27609 members 
Entering Unmasked Estep 
Score: -2204460.000000 Penalty: 5090.368164
	Iteration 24Q: 3 clusters Score -2204460 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 27705 members 
Entering Unmasked Estep 
Score: -2204530.250000 Penalty: 5090.368164
	Iteration 25Q: 3 clusters Score -2204530 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 27785 members 
Entering Unmasked Estep 
Score: -2204590.500000 Penalty: 5090.368164
	Iteration 26Q: 3 clusters Score -2204590 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 27840 members 
Entering Unmasked Estep 
Score: -2204631.250000 Penalty: 5090.368164
	Iteration 27Q: 3 clusters Score -2204631 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 27873 members 
Entering Unmasked Estep 
Score: -2204649.000000 Penalty: 5090.368164
	Iteration 28Q: 3 clusters Score -2204649 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 27906 members 
Entering Unmasked Estep 
Score: -2204666.500000 Penalty: 5090.368164
	Iteration 29Q: 3 clusters Score -2204666 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 27932 members 
Entering Unmasked Estep 
Score: -2204683.250000 Penalty: 5090.368164
	Iteration 30Q: 3 clusters Score -2204683 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 27955 members 
Entering Unmasked Estep 
Score: -2204702.750000 Penalty: 5090.368164
	Iteration 31Q: 3 clusters Score -2204703 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 27974 members 
Entering Unmasked Estep 
Score: -2204712.000000 Penalty: 5090.368164
	Iteration 32Q: 3 clusters Score -2204712 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 27989 members 
Entering Unmasked Estep 
Score: -2204719.500000 Penalty: 5090.368164
	Iteration 33Q: 3 clusters Score -2204720 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 27997 members 
Entering Unmasked Estep 
Score: -2204728.250000 Penalty: 5090.368164
	Iteration 34Q: 3 clusters Score -2204728 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 28005 members 
Entering Unmasked Estep 
Score: -2204734.000000 Penalty: 5090.368164
	Iteration 35Q: 3 clusters Score -2204734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 28013 members 
Entering Unmasked Estep 
Score: -2204744.500000 Penalty: 5090.368164
	Iteration 36Q: 3 clusters Score -2204744 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 28023 members 
Entering Unmasked Estep 
Score: -2204752.000000 Penalty: 5090.368164
	Iteration 37Q: 3 clusters Score -2204752 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 28034 members 
Entering Unmasked Estep 
Score: -2204757.750000 Penalty: 5090.368164
	Iteration 38Q: 3 clusters Score -2204758 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 28045 members 
Entering Unmasked Estep 
Score: -2204769.750000 Penalty: 5090.368164
	Iteration 39Q: 3 clusters Score -2204770 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 28054 members 
Entering Unmasked Estep 
Score: -2204774.750000 Penalty: 5090.368164
	Iteration 40F: 3 clusters Score -2204775 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 28060 members 
Entering Unmasked Estep 
Score: -2204774.000000 Penalty: 5090.368164
	Iteration 41Q: 3 clusters Score -2204774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 28064 members 
Entering Unmasked Estep 
Score: -2204777.000000 Penalty: 5090.368164
	Iteration 42Q: 3 clusters Score -2204777 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 28068 members 
Entering Unmasked Estep 
Score: -2204781.250000 Penalty: 5090.368164
	Iteration 43Q: 3 clusters Score -2204781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 28071 members 
Entering Unmasked Estep 
Score: -2204785.750000 Penalty: 5090.368164
	Iteration 44Q: 3 clusters Score -2204786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 28072 members 
Entering Unmasked Estep 
Score: -2204786.500000 Penalty: 5090.368164
	Iteration 45Q: 3 clusters Score -2204786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 28071 members 
Entering Unmasked Estep 
Score: -2204787.750000 Penalty: 5090.368164
	Iteration 46Q: 3 clusters Score -2204788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 28071 members 
Entering Unmasked Estep 
Score: -2204787.750000 Penalty: 5090.368164
	Iteration 47F: 3 clusters Score -2204788 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (527363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527363 members 
Entering Unmasked Estep 
Score: -41528740.000000 Penalty: 3267.559570
	Iteration 0F: 2 clusters Score -4.152874e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263444 members 
Mstep: Class 2 contains 263919 members 
Entering Unmasked Estep 
Score: -41171592.000000 Penalty: 6535.119141
	Iteration 0F: 3 clusters Score -4.117159e+07 nChanged 257259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258971 members 
Mstep: Class 2 contains 268392 members 
Entering Unmasked Estep 
Score: -41326756.000000 Penalty: 6535.119141
	Iteration 1F: 3 clusters Score -4.132676e+07 nChanged 12763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256680 members 
Mstep: Class 2 contains 270683 members 
Entering Unmasked Estep 
Score: -41328844.000000 Penalty: 6535.119141
	Iteration 2Q: 3 clusters Score -4.132884e+07 nChanged 13824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253280 members 
Mstep: Class 2 contains 274083 members 
Entering Unmasked Estep 
Score: -41331912.000000 Penalty: 6535.119141
	Iteration 3Q: 3 clusters Score -4.133191e+07 nChanged 15647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248075 members 
Mstep: Class 2 contains 279288 members 
Entering Unmasked Estep 
Score: -41335876.000000 Penalty: 6535.119141
	Iteration 4Q: 3 clusters Score -4.133588e+07 nChanged 18271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240086 members 
Mstep: Class 2 contains 287277 members 
Entering Unmasked Estep 
Score: -41342492.000000 Penalty: 6535.119141
	Iteration 5Q: 3 clusters Score -4.134249e+07 nChanged 21936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228416 members 
Mstep: Class 2 contains 298947 members 
Entering Unmasked Estep 
Score: -41352536.000000 Penalty: 6535.119141
	Iteration 6Q: 3 clusters Score -4.135254e+07 nChanged 26246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212412 members 
Mstep: Class 2 contains 314951 members 
Entering Unmasked Estep 
Score: -41367232.000000 Penalty: 6535.119141
	Iteration 7Q: 3 clusters Score -4.136723e+07 nChanged 30745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192451 members 
Mstep: Class 2 contains 334912 members 
Entering Unmasked Estep 
Score: -41387564.000000 Penalty: 6535.119141
	Iteration 8F: 3 clusters Score -4.138756e+07 nChanged 32177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171276 members 
Mstep: Class 2 contains 356087 members 
Entering Unmasked Estep 
Score: -41408996.000000 Penalty: 6535.119141
	Iteration 9F: 3 clusters Score -4.1409e+07 nChanged 30284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152314 members 
Mstep: Class 2 contains 375049 members 
Entering Unmasked Estep 
Score: -41429184.000000 Penalty: 6535.119141
	Iteration 10F: 3 clusters Score -4.142918e+07 nChanged 25422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137044 members 
Mstep: Class 2 contains 390319 members 
Entering Unmasked Estep 
Score: -41443388.000000 Penalty: 6535.119141
	Iteration 11Q: 3 clusters Score -4.144339e+07 nChanged 19501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124493 members 
Mstep: Class 2 contains 402870 members 
Entering Unmasked Estep 
Score: -41452848.000000 Penalty: 6535.119141
	Iteration 12Q: 3 clusters Score -4.145285e+07 nChanged 14635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113148 members 
Mstep: Class 2 contains 414215 members 
Entering Unmasked Estep 
Score: -41458808.000000 Penalty: 6535.119141
	Iteration 13Q: 3 clusters Score -4.145881e+07 nChanged 12005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102149 members 
Mstep: Class 2 contains 425214 members 
Entering Unmasked Estep 
Score: -41464204.000000 Penalty: 6535.119141
	Iteration 14Q: 3 clusters Score -4.14642e+07 nChanged 11484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90869 members 
Mstep: Class 2 contains 436494 members 
Entering Unmasked Estep 
Score: -41469816.000000 Penalty: 6535.119141
	Iteration 15Q: 3 clusters Score -4.146982e+07 nChanged 11345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79564 members 
Mstep: Class 2 contains 447799 members 
Entering Unmasked Estep 
Score: -41475456.000000 Penalty: 6535.119141
	Iteration 16Q: 3 clusters Score -4.147546e+07 nChanged 11137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68445 members 
Mstep: Class 2 contains 458918 members 
Entering Unmasked Estep 
Score: -41481352.000000 Penalty: 6535.119141
	Iteration 17Q: 3 clusters Score -4.148135e+07 nChanged 10877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57602 members 
Mstep: Class 2 contains 469761 members 
Entering Unmasked Estep 
Score: -41487688.000000 Penalty: 6535.119141
	Iteration 18Q: 3 clusters Score -4.148769e+07 nChanged 10470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47162 members 
Mstep: Class 2 contains 480201 members 
Entering Unmasked Estep 
Score: -41494672.000000 Penalty: 6535.119141
	Iteration 19Q: 3 clusters Score -4.149467e+07 nChanged 9797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37387 members 
Mstep: Class 2 contains 489976 members 
Entering Unmasked Estep 
Score: -41501900.000000 Penalty: 6535.119141
	Iteration 20F: 3 clusters Score -4.15019e+07 nChanged 8934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28489 members 
Mstep: Class 2 contains 498874 members 
Entering Unmasked Estep 
Score: -41508344.000000 Penalty: 6535.119141
	Iteration 21Q: 3 clusters Score -4.150834e+07 nChanged 7640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20879 members 
Mstep: Class 2 contains 506484 members 
Entering Unmasked Estep 
Score: -41514356.000000 Penalty: 6535.119141
	Iteration 22Q: 3 clusters Score -4.151436e+07 nChanged 5994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 512402 members 
Entering Unmasked Estep 
Score: -41519408.000000 Penalty: 6535.119141
	Iteration 23Q: 3 clusters Score -4.151941e+07 nChanged 4206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 516468 members 
Entering Unmasked Estep 
Score: -41522852.000000 Penalty: 6535.119141
	Iteration 24Q: 3 clusters Score -4.152285e+07 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 518794 members 
Entering Unmasked Estep 
Score: -41525060.000000 Penalty: 6535.119141
	Iteration 25Q: 3 clusters Score -4.152506e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 520124 members 
Entering Unmasked Estep 
Score: -41526032.000000 Penalty: 6535.119141
	Iteration 26Q: 3 clusters Score -4.152603e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 520824 members 
Entering Unmasked Estep 
Score: -41526688.000000 Penalty: 6535.119141
	Iteration 27Q: 3 clusters Score -4.152669e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 521265 members 
Entering Unmasked Estep 
Score: -41527124.000000 Penalty: 6535.119141
	Iteration 28Q: 3 clusters Score -4.152712e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 521514 members 
Entering Unmasked Estep 
Score: -41527356.000000 Penalty: 6535.119141
	Iteration 29Q: 3 clusters Score -4.152736e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 521630 members 
Entering Unmasked Estep 
Score: -41527412.000000 Penalty: 6535.119141
	Iteration 30Q: 3 clusters Score -4.152741e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 521666 members 
Entering Unmasked Estep 
Score: -41527616.000000 Penalty: 6535.119141
	Iteration 31Q: 3 clusters Score -4.152762e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 521675 members 
Entering Unmasked Estep 
Score: -41527608.000000 Penalty: 6535.119141
	Iteration 32Q: 3 clusters Score -4.152761e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 521698 members 
Entering Unmasked Estep 
Score: -41527652.000000 Penalty: 6535.119141
	Iteration 33Q: 3 clusters Score -4.152765e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 521719 members 
Entering Unmasked Estep 
Score: -41527560.000000 Penalty: 6535.119141
	Iteration 34Q: 3 clusters Score -4.152756e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 521724 members 
Entering Unmasked Estep 
Score: -41527496.000000 Penalty: 6535.119141
	Iteration 35Q: 3 clusters Score -4.15275e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 521739 members 
Entering Unmasked Estep 
Score: -41527572.000000 Penalty: 6535.119141
	Iteration 36Q: 3 clusters Score -4.152757e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 521757 members 
Entering Unmasked Estep 
Score: -41527616.000000 Penalty: 6535.119141
	Iteration 37Q: 3 clusters Score -4.152762e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 521771 members 
Entering Unmasked Estep 
Score: -41527652.000000 Penalty: 6535.119141
	Iteration 38Q: 3 clusters Score -4.152765e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 521770 members 
Entering Unmasked Estep 
Score: -41527660.000000 Penalty: 6535.119141
	Iteration 39Q: 3 clusters Score -4.152766e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 521785 members 
Entering Unmasked Estep 
Score: -41527864.000000 Penalty: 6535.119141
	Iteration 40F: 3 clusters Score -4.152786e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 521596 members 
Entering Unmasked Estep 
Score: -41528032.000000 Penalty: 6535.119141
	Iteration 41Q: 3 clusters Score -4.152803e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 521415 members 
Entering Unmasked Estep 
Score: -41528072.000000 Penalty: 6535.119141
	Iteration 42Q: 3 clusters Score -4.152807e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 521281 members 
Entering Unmasked Estep 
Score: -41528208.000000 Penalty: 6535.119141
	Iteration 43Q: 3 clusters Score -4.152821e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 521162 members 
Entering Unmasked Estep 
Score: -41528240.000000 Penalty: 6535.119141
	Iteration 44Q: 3 clusters Score -4.152824e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 521059 members 
Entering Unmasked Estep 
Score: -41528352.000000 Penalty: 6535.119141
	Iteration 45Q: 3 clusters Score -4.152835e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 520975 members 
Entering Unmasked Estep 
Score: -41528356.000000 Penalty: 6535.119141
	Iteration 46Q: 3 clusters Score -4.152836e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 520931 members 
Entering Unmasked Estep 
Score: -41528320.000000 Penalty: 6535.119141
	Iteration 47Q: 3 clusters Score -4.152832e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 520893 members 
Entering Unmasked Estep 
Score: -41528336.000000 Penalty: 6535.119141
	Iteration 48Q: 3 clusters Score -4.152834e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 520864 members 
Entering Unmasked Estep 
Score: -41528376.000000 Penalty: 6535.119141
	Iteration 49Q: 3 clusters Score -4.152838e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 520835 members 
Entering Unmasked Estep 
Score: -41528332.000000 Penalty: 6535.119141
	Iteration 50Q: 3 clusters Score -4.152833e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 520810 members 
Entering Unmasked Estep 
Score: -41528324.000000 Penalty: 6535.119141
	Iteration 51Q: 3 clusters Score -4.152832e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 520781 members 
Entering Unmasked Estep 
Score: -41528348.000000 Penalty: 6535.119141
	Iteration 52Q: 3 clusters Score -4.152835e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 520759 members 
Entering Unmasked Estep 
Score: -41528332.000000 Penalty: 6535.119141
	Iteration 53Q: 3 clusters Score -4.152833e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 520737 members 
Entering Unmasked Estep 
Score: -41528344.000000 Penalty: 6535.119141
	Iteration 54Q: 3 clusters Score -4.152834e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 520724 members 
Entering Unmasked Estep 
Score: -41528340.000000 Penalty: 6535.119141
	Iteration 55Q: 3 clusters Score -4.152834e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 520713 members 
Entering Unmasked Estep 
Score: -41528372.000000 Penalty: 6535.119141
	Iteration 56Q: 3 clusters Score -4.152837e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 520706 members 
Entering Unmasked Estep 
Score: -41528328.000000 Penalty: 6535.119141
	Iteration 57Q: 3 clusters Score -4.152833e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 520699 members 
Entering Unmasked Estep 
Score: -41528372.000000 Penalty: 6535.119141
	Iteration 58Q: 3 clusters Score -4.152837e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 520695 members 
Entering Unmasked Estep 
Score: -41528344.000000 Penalty: 6535.119141
	Iteration 59Q: 3 clusters Score -4.152834e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 520696 members 
Entering Unmasked Estep 
Score: -41528336.000000 Penalty: 6535.119141
	Iteration 60F: 3 clusters Score -4.152834e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 520694 members 
Entering Unmasked Estep 
Score: -41528308.000000 Penalty: 6535.119141
	Iteration 61Q: 3 clusters Score -4.152831e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 520688 members 
Entering Unmasked Estep 
Score: -41528332.000000 Penalty: 6535.119141
	Iteration 62Q: 3 clusters Score -4.152833e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 520679 members 
Entering Unmasked Estep 
Score: -41528332.000000 Penalty: 6535.119141
	Iteration 63Q: 3 clusters Score -4.152833e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 520671 members 
Entering Unmasked Estep 
Score: -41528320.000000 Penalty: 6535.119141
	Iteration 64Q: 3 clusters Score -4.152832e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 520665 members 
Entering Unmasked Estep 
Score: -41528324.000000 Penalty: 6535.119141
	Iteration 65Q: 3 clusters Score -4.152832e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 520661 members 
Entering Unmasked Estep 
Score: -41528340.000000 Penalty: 6535.119141
	Iteration 66Q: 3 clusters Score -4.152834e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 520657 members 
Entering Unmasked Estep 
Score: -41528336.000000 Penalty: 6535.119141
	Iteration 67Q: 3 clusters Score -4.152834e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 520653 members 
Entering Unmasked Estep 
Score: -41528316.000000 Penalty: 6535.119141
	Iteration 68Q: 3 clusters Score -4.152832e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 520652 members 
Entering Unmasked Estep 
Score: -41528332.000000 Penalty: 6535.119141
	Iteration 69Q: 3 clusters Score -4.152833e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 520653 members 
Entering Unmasked Estep 
Score: -41528324.000000 Penalty: 6535.119141
	Iteration 70Q: 3 clusters Score -4.152832e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 520652 members 
Entering Unmasked Estep 
Score: -41528304.000000 Penalty: 6535.119141
	Iteration 71Q: 3 clusters Score -4.15283e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 520651 members 
Entering Unmasked Estep 
Score: -41528328.000000 Penalty: 6535.119141
	Iteration 72Q: 3 clusters Score -4.152833e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 520651 members 
Entering Unmasked Estep 
Score: -41528328.000000 Penalty: 6535.119141
	Iteration 73F: 3 clusters Score -4.152833e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (60530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60530 members 
Entering Unmasked Estep 
Score: -4738048.500000 Penalty: 2730.701904
	Iteration 0F: 2 clusters Score -4738048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30270 members 
Mstep: Class 2 contains 30260 members 
Entering Unmasked Estep 
Score: -4697293.000000 Penalty: 5461.403809
	Iteration 0F: 3 clusters Score -4697293 nChanged 28255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30125 members 
Mstep: Class 2 contains 30405 members 
Entering Unmasked Estep 
Score: -4713282.000000 Penalty: 5461.403809
	Iteration 1F: 3 clusters Score -4713282 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29989 members 
Mstep: Class 2 contains 30541 members 
Entering Unmasked Estep 
Score: -4713825.000000 Penalty: 5461.403809
	Iteration 2Q: 3 clusters Score -4713825 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29720 members 
Mstep: Class 2 contains 30810 members 
Entering Unmasked Estep 
Score: -4714426.500000 Penalty: 5461.403809
	Iteration 3Q: 3 clusters Score -4714426 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29378 members 
Mstep: Class 2 contains 31152 members 
Entering Unmasked Estep 
Score: -4715105.500000 Penalty: 5461.403809
	Iteration 4Q: 3 clusters Score -4715106 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28903 members 
Mstep: Class 2 contains 31627 members 
Entering Unmasked Estep 
Score: -4715790.000000 Penalty: 5461.403809
	Iteration 5Q: 3 clusters Score -4715790 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28153 members 
Mstep: Class 2 contains 32377 members 
Entering Unmasked Estep 
Score: -4716692.000000 Penalty: 5461.403809
	Iteration 6Q: 3 clusters Score -4716692 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27126 members 
Mstep: Class 2 contains 33404 members 
Entering Unmasked Estep 
Score: -4717777.500000 Penalty: 5461.403809
	Iteration 7Q: 3 clusters Score -4717778 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25763 members 
Mstep: Class 2 contains 34767 members 
Entering Unmasked Estep 
Score: -4719180.000000 Penalty: 5461.403809
	Iteration 8Q: 3 clusters Score -4719180 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24059 members 
Mstep: Class 2 contains 36471 members 
Entering Unmasked Estep 
Score: -4720911.500000 Penalty: 5461.403809
	Iteration 9F: 3 clusters Score -4720912 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22133 members 
Mstep: Class 2 contains 38397 members 
Entering Unmasked Estep 
Score: -4722830.500000 Penalty: 5461.403809
	Iteration 10F: 3 clusters Score -4722830 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20165 members 
Mstep: Class 2 contains 40365 members 
Entering Unmasked Estep 
Score: -4724960.500000 Penalty: 5461.403809
	Iteration 11F: 3 clusters Score -4724960 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 42211 members 
Entering Unmasked Estep 
Score: -4727292.500000 Penalty: 5461.403809
	Iteration 12Q: 3 clusters Score -4727292 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 43809 members 
Entering Unmasked Estep 
Score: -4729484.500000 Penalty: 5461.403809
	Iteration 13Q: 3 clusters Score -4729484 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 45205 members 
Entering Unmasked Estep 
Score: -4730893.000000 Penalty: 5461.403809
	Iteration 14Q: 3 clusters Score -4730893 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 46399 members 
Entering Unmasked Estep 
Score: -4731774.000000 Penalty: 5461.403809
	Iteration 15Q: 3 clusters Score -4731774 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 47469 members 
Entering Unmasked Estep 
Score: -4732406.500000 Penalty: 5461.403809
	Iteration 16Q: 3 clusters Score -4732406 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 48450 members 
Entering Unmasked Estep 
Score: -4732966.000000 Penalty: 5461.403809
	Iteration 17Q: 3 clusters Score -4732966 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 49304 members 
Entering Unmasked Estep 
Score: -4733375.000000 Penalty: 5461.403809
	Iteration 18Q: 3 clusters Score -4733375 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 50093 members 
Entering Unmasked Estep 
Score: -4733730.500000 Penalty: 5461.403809
	Iteration 19Q: 3 clusters Score -4733730 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 50740 members 
Entering Unmasked Estep 
Score: -4733982.000000 Penalty: 5461.403809
	Iteration 20F: 3 clusters Score -4733982 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 51293 members 
Entering Unmasked Estep 
Score: -4734158.500000 Penalty: 5461.403809
	Iteration 21Q: 3 clusters Score -4734158 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 51795 members 
Entering Unmasked Estep 
Score: -4734324.000000 Penalty: 5461.403809
	Iteration 22Q: 3 clusters Score -4734324 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 52273 members 
Entering Unmasked Estep 
Score: -4734478.500000 Penalty: 5461.403809
	Iteration 23Q: 3 clusters Score -4734478 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 52683 members 
Entering Unmasked Estep 
Score: -4734608.500000 Penalty: 5461.403809
	Iteration 24Q: 3 clusters Score -4734608 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 53031 members 
Entering Unmasked Estep 
Score: -4734698.500000 Penalty: 5461.403809
	Iteration 25Q: 3 clusters Score -4734698 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 53343 members 
Entering Unmasked Estep 
Score: -4734775.000000 Penalty: 5461.403809
	Iteration 26Q: 3 clusters Score -4734775 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 53627 members 
Entering Unmasked Estep 
Score: -4734856.500000 Penalty: 5461.403809
	Iteration 27Q: 3 clusters Score -4734856 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 53886 members 
Entering Unmasked Estep 
Score: -4734906.500000 Penalty: 5461.403809
	Iteration 28Q: 3 clusters Score -4734906 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 54129 members 
Entering Unmasked Estep 
Score: -4735004.500000 Penalty: 5461.403809
	Iteration 29Q: 3 clusters Score -4735004 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 54346 members 
Entering Unmasked Estep 
Score: -4735055.000000 Penalty: 5461.403809
	Iteration 30Q: 3 clusters Score -4735055 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 54534 members 
Entering Unmasked Estep 
Score: -4735085.000000 Penalty: 5461.403809
	Iteration 31Q: 3 clusters Score -4735085 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 54688 members 
Entering Unmasked Estep 
Score: -4735101.000000 Penalty: 5461.403809
	Iteration 32Q: 3 clusters Score -4735101 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 54829 members 
Entering Unmasked Estep 
Score: -4735132.500000 Penalty: 5461.403809
	Iteration 33Q: 3 clusters Score -4735132 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 54981 members 
Entering Unmasked Estep 
Score: -4735157.000000 Penalty: 5461.403809
	Iteration 34Q: 3 clusters Score -4735157 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 55131 members 
Entering Unmasked Estep 
Score: -4735177.000000 Penalty: 5461.403809
	Iteration 35Q: 3 clusters Score -4735177 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 55254 members 
Entering Unmasked Estep 
Score: -4735225.500000 Penalty: 5461.403809
	Iteration 36Q: 3 clusters Score -4735226 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 55384 members 
Entering Unmasked Estep 
Score: -4735252.500000 Penalty: 5461.403809
	Iteration 37Q: 3 clusters Score -4735252 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 55503 members 
Entering Unmasked Estep 
Score: -4735265.000000 Penalty: 5461.403809
	Iteration 38Q: 3 clusters Score -4735265 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 55606 members 
Entering Unmasked Estep 
Score: -4735287.500000 Penalty: 5461.403809
	Iteration 39Q: 3 clusters Score -4735288 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 55690 members 
Entering Unmasked Estep 
Score: -4735298.500000 Penalty: 5461.403809
	Iteration 40F: 3 clusters Score -4735298 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 55771 members 
Entering Unmasked Estep 
Score: -4735320.000000 Penalty: 5461.403809
	Iteration 41Q: 3 clusters Score -4735320 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 55841 members 
Entering Unmasked Estep 
Score: -4735338.000000 Penalty: 5461.403809
	Iteration 42Q: 3 clusters Score -4735338 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 55912 members 
Entering Unmasked Estep 
Score: -4735335.000000 Penalty: 5461.403809
	Iteration 43Q: 3 clusters Score -4735335 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 55977 members 
Entering Unmasked Estep 
Score: -4735342.000000 Penalty: 5461.403809
	Iteration 44Q: 3 clusters Score -4735342 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 56033 members 
Entering Unmasked Estep 
Score: -4735362.000000 Penalty: 5461.403809
	Iteration 45Q: 3 clusters Score -4735362 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 56080 members 
Entering Unmasked Estep 
Score: -4735373.500000 Penalty: 5461.403809
	Iteration 46Q: 3 clusters Score -4735374 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 56117 members 
Entering Unmasked Estep 
Score: -4735383.000000 Penalty: 5461.403809
	Iteration 47Q: 3 clusters Score -4735383 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 56147 members 
Entering Unmasked Estep 
Score: -4735388.000000 Penalty: 5461.403809
	Iteration 48Q: 3 clusters Score -4735388 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 56172 members 
Entering Unmasked Estep 
Score: -4735374.000000 Penalty: 5461.403809
	Iteration 49Q: 3 clusters Score -4735374 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 56194 members 
Entering Unmasked Estep 
Score: -4735375.000000 Penalty: 5461.403809
	Iteration 50Q: 3 clusters Score -4735375 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 56215 members 
Entering Unmasked Estep 
Score: -4735383.500000 Penalty: 5461.403809
	Iteration 51Q: 3 clusters Score -4735384 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 56234 members 
Entering Unmasked Estep 
Score: -4735373.000000 Penalty: 5461.403809
	Iteration 52Q: 3 clusters Score -4735373 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 56258 members 
Entering Unmasked Estep 
Score: -4735379.500000 Penalty: 5461.403809
	Iteration 53Q: 3 clusters Score -4735380 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 56284 members 
Entering Unmasked Estep 
Score: -4735388.500000 Penalty: 5461.403809
	Iteration 54Q: 3 clusters Score -4735388 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 56308 members 
Entering Unmasked Estep 
Score: -4735391.000000 Penalty: 5461.403809
	Iteration 55Q: 3 clusters Score -4735391 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 56344 members 
Entering Unmasked Estep 
Score: -4735407.500000 Penalty: 5461.403809
	Iteration 56Q: 3 clusters Score -4735408 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 56386 members 
Entering Unmasked Estep 
Score: -4735406.500000 Penalty: 5461.403809
	Iteration 57Q: 3 clusters Score -4735406 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 56422 members 
Entering Unmasked Estep 
Score: -4735408.500000 Penalty: 5461.403809
	Iteration 58Q: 3 clusters Score -4735408 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 56454 members 
Entering Unmasked Estep 
Score: -4735411.000000 Penalty: 5461.403809
	Iteration 59Q: 3 clusters Score -4735411 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 56488 members 
Entering Unmasked Estep 
Score: -4735417.500000 Penalty: 5461.403809
	Iteration 60F: 3 clusters Score -4735418 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 56528 members 
Entering Unmasked Estep 
Score: -4735423.000000 Penalty: 5461.403809
	Iteration 61Q: 3 clusters Score -4735423 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 56569 members 
Entering Unmasked Estep 
Score: -4735435.000000 Penalty: 5461.403809
	Iteration 62Q: 3 clusters Score -4735435 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 56616 members 
Entering Unmasked Estep 
Score: -4735434.000000 Penalty: 5461.403809
	Iteration 63Q: 3 clusters Score -4735434 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 56668 members 
Entering Unmasked Estep 
Score: -4735444.500000 Penalty: 5461.403809
	Iteration 64Q: 3 clusters Score -4735444 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 56721 members 
Entering Unmasked Estep 
Score: -4735453.500000 Penalty: 5461.403809
	Iteration 65Q: 3 clusters Score -4735454 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 56767 members 
Entering Unmasked Estep 
Score: -4735461.000000 Penalty: 5461.403809
	Iteration 66Q: 3 clusters Score -4735461 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 56817 members 
Entering Unmasked Estep 
Score: -4735468.500000 Penalty: 5461.403809
	Iteration 67Q: 3 clusters Score -4735468 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 56872 members 
Entering Unmasked Estep 
Score: -4735472.500000 Penalty: 5461.403809
	Iteration 68Q: 3 clusters Score -4735472 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 56917 members 
Entering Unmasked Estep 
Score: -4735506.500000 Penalty: 5461.403809
	Iteration 69Q: 3 clusters Score -4735506 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 56963 members 
Entering Unmasked Estep 
Score: -4735499.500000 Penalty: 5461.403809
	Iteration 70Q: 3 clusters Score -4735500 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 57012 members 
Entering Unmasked Estep 
Score: -4735503.000000 Penalty: 5461.403809
	Iteration 71Q: 3 clusters Score -4735503 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 57049 members 
Entering Unmasked Estep 
Score: -4735510.500000 Penalty: 5461.403809
	Iteration 72Q: 3 clusters Score -4735510 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 57085 members 
Entering Unmasked Estep 
Score: -4735526.000000 Penalty: 5461.403809
	Iteration 73Q: 3 clusters Score -4735526 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 57125 members 
Entering Unmasked Estep 
Score: -4735531.500000 Penalty: 5461.403809
	Iteration 74Q: 3 clusters Score -4735532 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 57166 members 
Entering Unmasked Estep 
Score: -4735522.500000 Penalty: 5461.403809
	Iteration 75Q: 3 clusters Score -4735522 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 57194 members 
Entering Unmasked Estep 
Score: -4735530.000000 Penalty: 5461.403809
	Iteration 76Q: 3 clusters Score -4735530 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 57219 members 
Entering Unmasked Estep 
Score: -4735522.500000 Penalty: 5461.403809
	Iteration 77Q: 3 clusters Score -4735522 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 57243 members 
Entering Unmasked Estep 
Score: -4735536.500000 Penalty: 5461.403809
	Iteration 78Q: 3 clusters Score -4735536 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 57258 members 
Entering Unmasked Estep 
Score: -4735540.500000 Penalty: 5461.403809
	Iteration 79Q: 3 clusters Score -4735540 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 57272 members 
Entering Unmasked Estep 
Score: -4735536.000000 Penalty: 5461.403809
	Iteration 80F: 3 clusters Score -4735536 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 57291 members 
Entering Unmasked Estep 
Score: -4735540.000000 Penalty: 5461.403809
	Iteration 81Q: 3 clusters Score -4735540 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 57310 members 
Entering Unmasked Estep 
Score: -4735547.500000 Penalty: 5461.403809
	Iteration 82Q: 3 clusters Score -4735548 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 57322 members 
Entering Unmasked Estep 
Score: -4735550.500000 Penalty: 5461.403809
	Iteration 83Q: 3 clusters Score -4735550 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 57330 members 
Entering Unmasked Estep 
Score: -4735555.500000 Penalty: 5461.403809
	Iteration 84Q: 3 clusters Score -4735556 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 57340 members 
Entering Unmasked Estep 
Score: -4735559.500000 Penalty: 5461.403809
	Iteration 85Q: 3 clusters Score -4735560 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 57351 members 
Entering Unmasked Estep 
Score: -4735560.500000 Penalty: 5461.403809
	Iteration 86Q: 3 clusters Score -4735560 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 57365 members 
Entering Unmasked Estep 
Score: -4735560.000000 Penalty: 5461.403809
	Iteration 87Q: 3 clusters Score -4735560 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 57379 members 
Entering Unmasked Estep 
Score: -4735571.000000 Penalty: 5461.403809
	Iteration 88Q: 3 clusters Score -4735571 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 57390 members 
Entering Unmasked Estep 
Score: -4735578.500000 Penalty: 5461.403809
	Iteration 89Q: 3 clusters Score -4735578 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 57400 members 
Entering Unmasked Estep 
Score: -4735578.000000 Penalty: 5461.403809
	Iteration 90Q: 3 clusters Score -4735578 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 57410 members 
Entering Unmasked Estep 
Score: -4735572.000000 Penalty: 5461.403809
	Iteration 91Q: 3 clusters Score -4735572 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 57427 members 
Entering Unmasked Estep 
Score: -4735580.000000 Penalty: 5461.403809
	Iteration 92Q: 3 clusters Score -4735580 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 57448 members 
Entering Unmasked Estep 
Score: -4735579.500000 Penalty: 5461.403809
	Iteration 93Q: 3 clusters Score -4735580 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 57467 members 
Entering Unmasked Estep 
Score: -4735587.000000 Penalty: 5461.403809
	Iteration 94Q: 3 clusters Score -4735587 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 57492 members 
Entering Unmasked Estep 
Score: -4735597.000000 Penalty: 5461.403809
	Iteration 95Q: 3 clusters Score -4735597 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 57513 members 
Entering Unmasked Estep 
Score: -4735603.500000 Penalty: 5461.403809
	Iteration 96Q: 3 clusters Score -4735604 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 57537 members 
Entering Unmasked Estep 
Score: -4735609.500000 Penalty: 5461.403809
	Iteration 97Q: 3 clusters Score -4735610 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 57557 members 
Entering Unmasked Estep 
Score: -4735617.500000 Penalty: 5461.403809
	Iteration 98Q: 3 clusters Score -4735618 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 57582 members 
Entering Unmasked Estep 
Score: -4735628.500000 Penalty: 5461.403809
	Iteration 99Q: 3 clusters Score -4735628 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 57609 members 
Entering Unmasked Estep 
Score: -4735636.000000 Penalty: 5461.403809
	Iteration 100F: 3 clusters Score -4735636 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 57630 members 
Entering Unmasked Estep 
Score: -4735623.500000 Penalty: 5461.403809
	Iteration 101Q: 3 clusters Score -4735624 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 57646 members 
Entering Unmasked Estep 
Score: -4735637.000000 Penalty: 5461.403809
	Iteration 102Q: 3 clusters Score -4735637 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 57659 members 
Entering Unmasked Estep 
Score: -4735632.500000 Penalty: 5461.403809
	Iteration 103Q: 3 clusters Score -4735632 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 57671 members 
Entering Unmasked Estep 
Score: -4735635.000000 Penalty: 5461.403809
	Iteration 104Q: 3 clusters Score -4735635 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 57689 members 
Entering Unmasked Estep 
Score: -4735648.000000 Penalty: 5461.403809
	Iteration 105Q: 3 clusters Score -4735648 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 57704 members 
Entering Unmasked Estep 
Score: -4735652.000000 Penalty: 5461.403809
	Iteration 106Q: 3 clusters Score -4735652 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 57717 members 
Entering Unmasked Estep 
Score: -4735653.500000 Penalty: 5461.403809
	Iteration 107Q: 3 clusters Score -4735654 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 57729 members 
Entering Unmasked Estep 
Score: -4735648.000000 Penalty: 5461.403809
	Iteration 108Q: 3 clusters Score -4735648 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 57738 members 
Entering Unmasked Estep 
Score: -4735649.000000 Penalty: 5461.403809
	Iteration 109Q: 3 clusters Score -4735649 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 57746 members 
Entering Unmasked Estep 
Score: -4735652.500000 Penalty: 5461.403809
	Iteration 110Q: 3 clusters Score -4735652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 57754 members 
Entering Unmasked Estep 
Score: -4735657.000000 Penalty: 5461.403809
	Iteration 111Q: 3 clusters Score -4735657 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 57766 members 
Entering Unmasked Estep 
Score: -4735650.000000 Penalty: 5461.403809
	Iteration 112Q: 3 clusters Score -4735650 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 57779 members 
Entering Unmasked Estep 
Score: -4735660.000000 Penalty: 5461.403809
	Iteration 113Q: 3 clusters Score -4735660 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 57789 members 
Entering Unmasked Estep 
Score: -4735655.000000 Penalty: 5461.403809
	Iteration 114Q: 3 clusters Score -4735655 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 57805 members 
Entering Unmasked Estep 
Score: -4735657.000000 Penalty: 5461.403809
	Iteration 115Q: 3 clusters Score -4735657 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 57821 members 
Entering Unmasked Estep 
Score: -4735656.500000 Penalty: 5461.403809
	Iteration 116Q: 3 clusters Score -4735656 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 57843 members 
Entering Unmasked Estep 
Score: -4735659.500000 Penalty: 5461.403809
	Iteration 117Q: 3 clusters Score -4735660 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 57869 members 
Entering Unmasked Estep 
Score: -4735666.500000 Penalty: 5461.403809
	Iteration 118Q: 3 clusters Score -4735666 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 57889 members 
Entering Unmasked Estep 
Score: -4735673.500000 Penalty: 5461.403809
	Iteration 119Q: 3 clusters Score -4735674 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 57908 members 
Entering Unmasked Estep 
Score: -4735677.000000 Penalty: 5461.403809
	Iteration 120F: 3 clusters Score -4735677 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 57923 members 
Entering Unmasked Estep 
Score: -4735679.500000 Penalty: 5461.403809
	Iteration 121Q: 3 clusters Score -4735680 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 57938 members 
Entering Unmasked Estep 
Score: -4735676.500000 Penalty: 5461.403809
	Iteration 122Q: 3 clusters Score -4735676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 57946 members 
Entering Unmasked Estep 
Score: -4735681.500000 Penalty: 5461.403809
	Iteration 123Q: 3 clusters Score -4735682 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 57957 members 
Entering Unmasked Estep 
Score: -4735673.500000 Penalty: 5461.403809
	Iteration 124Q: 3 clusters Score -4735674 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 57967 members 
Entering Unmasked Estep 
Score: -4735679.500000 Penalty: 5461.403809
	Iteration 125Q: 3 clusters Score -4735680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 57970 members 
Entering Unmasked Estep 
Score: -4735683.500000 Penalty: 5461.403809
	Iteration 126Q: 3 clusters Score -4735684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 57974 members 
Entering Unmasked Estep 
Score: -4735683.500000 Penalty: 5461.403809
	Iteration 127Q: 3 clusters Score -4735684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 57978 members 
Entering Unmasked Estep 
Score: -4735686.000000 Penalty: 5461.403809
	Iteration 128Q: 3 clusters Score -4735686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 57984 members 
Entering Unmasked Estep 
Score: -4735690.000000 Penalty: 5461.403809
	Iteration 129Q: 3 clusters Score -4735690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 57987 members 
Entering Unmasked Estep 
Score: -4735691.000000 Penalty: 5461.403809
	Iteration 130Q: 3 clusters Score -4735691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 57989 members 
Entering Unmasked Estep 
Score: -4735692.500000 Penalty: 5461.403809
	Iteration 131Q: 3 clusters Score -4735692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 57990 members 
Entering Unmasked Estep 
Score: -4735692.000000 Penalty: 5461.403809
	Iteration 132Q: 3 clusters Score -4735692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 57990 members 
Entering Unmasked Estep 
Score: -4735692.000000 Penalty: 5461.403809
	Iteration 133F: 3 clusters Score -4735692 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Entering Unmasked Estep 
Score: -517145.375000 Penalty: 2189.212158
	Iteration 0F: 2 clusters Score -517145.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -511468.593750 Penalty: 4378.424316
	Iteration 0F: 3 clusters Score -511468.6 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -512913.468750 Penalty: 4378.424316
	Iteration 1F: 3 clusters Score -512913.5 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -513165.875000 Penalty: 4378.424316
	Iteration 2F: 3 clusters Score -513165.9 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -513316.375000 Penalty: 4378.424316
	Iteration 3Q: 3 clusters Score -513316.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -513434.437500 Penalty: 4378.424316
	Iteration 4Q: 3 clusters Score -513434.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -513524.281250 Penalty: 4378.424316
	Iteration 5Q: 3 clusters Score -513524.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -513627.812500 Penalty: 4378.424316
	Iteration 6Q: 3 clusters Score -513627.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -513738.031250 Penalty: 4378.424316
	Iteration 7Q: 3 clusters Score -513738 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -513843.093750 Penalty: 4378.424316
	Iteration 8Q: 3 clusters Score -513843.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -513966.312500 Penalty: 4378.424316
	Iteration 9Q: 3 clusters Score -513966.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -514101.750000 Penalty: 4378.424316
	Iteration 10Q: 3 clusters Score -514101.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -514237.093750 Penalty: 4378.424316
	Iteration 11Q: 3 clusters Score -514237.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -514377.375000 Penalty: 4378.424316
	Iteration 12Q: 3 clusters Score -514377.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -514527.656250 Penalty: 4378.424316
	Iteration 13Q: 3 clusters Score -514527.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -514653.437500 Penalty: 4378.424316
	Iteration 14Q: 3 clusters Score -514653.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -514786.000000 Penalty: 4378.424316
	Iteration 15Q: 3 clusters Score -514786 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -514944.156250 Penalty: 4378.424316
	Iteration 16Q: 3 clusters Score -514944.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -515067.656250 Penalty: 4378.424316
	Iteration 17Q: 3 clusters Score -515067.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -515160.562500 Penalty: 4378.424316
	Iteration 18Q: 3 clusters Score -515160.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -515213.250000 Penalty: 4378.424316
	Iteration 19Q: 3 clusters Score -515213.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -515248.937500 Penalty: 4378.424316
	Iteration 20F: 3 clusters Score -515248.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -515279.781250 Penalty: 4378.424316
	Iteration 21Q: 3 clusters Score -515279.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -515301.781250 Penalty: 4378.424316
	Iteration 22Q: 3 clusters Score -515301.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -515318.593750 Penalty: 4378.424316
	Iteration 23Q: 3 clusters Score -515318.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -515331.687500 Penalty: 4378.424316
	Iteration 24Q: 3 clusters Score -515331.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -515343.812500 Penalty: 4378.424316
	Iteration 25Q: 3 clusters Score -515343.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -515355.625000 Penalty: 4378.424316
	Iteration 26Q: 3 clusters Score -515355.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -515371.781250 Penalty: 4378.424316
	Iteration 27Q: 3 clusters Score -515371.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -515382.156250 Penalty: 4378.424316
	Iteration 28Q: 3 clusters Score -515382.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -515390.500000 Penalty: 4378.424316
	Iteration 29Q: 3 clusters Score -515390.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -515395.375000 Penalty: 4378.424316
	Iteration 30Q: 3 clusters Score -515395.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -515398.281250 Penalty: 4378.424316
	Iteration 31Q: 3 clusters Score -515398.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -515403.781250 Penalty: 4378.424316
	Iteration 32Q: 3 clusters Score -515403.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -515405.656250 Penalty: 4378.424316
	Iteration 33Q: 3 clusters Score -515405.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -515407.375000 Penalty: 4378.424316
	Iteration 34Q: 3 clusters Score -515407.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -515410.687500 Penalty: 4378.424316
	Iteration 35Q: 3 clusters Score -515410.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -515412.875000 Penalty: 4378.424316
	Iteration 36Q: 3 clusters Score -515412.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -515413.593750 Penalty: 4378.424316
	Iteration 37Q: 3 clusters Score -515413.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -515414.781250 Penalty: 4378.424316
	Iteration 38Q: 3 clusters Score -515414.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -515415.718750 Penalty: 4378.424316
	Iteration 39Q: 3 clusters Score -515415.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -515415.281250 Penalty: 4378.424316
	Iteration 40F: 3 clusters Score -515415.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -515417.562500 Penalty: 4378.424316
	Iteration 41Q: 3 clusters Score -515417.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -515417.343750 Penalty: 4378.424316
	Iteration 42Q: 3 clusters Score -515417.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -515417.218750 Penalty: 4378.424316
	Iteration 43Q: 3 clusters Score -515417.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -515419.062500 Penalty: 4378.424316
	Iteration 44Q: 3 clusters Score -515419.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -515420.062500 Penalty: 4378.424316
	Iteration 45Q: 3 clusters Score -515420.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -515421.687500 Penalty: 4378.424316
	Iteration 46Q: 3 clusters Score -515421.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -515421.281250 Penalty: 4378.424316
	Iteration 47Q: 3 clusters Score -515421.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -515423.437500 Penalty: 4378.424316
	Iteration 48Q: 3 clusters Score -515423.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -515423.437500 Penalty: 4378.424316
	Iteration 49F: 3 clusters Score -515423.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Entering Unmasked Estep 
Score: -258851.625000 Penalty: 2020.886230
	Iteration 0F: 2 clusters Score -258851.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -255302.468750 Penalty: 4041.772461
	Iteration 0F: 3 clusters Score -255302.5 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -256103.937500 Penalty: 4041.772461
	Iteration 1F: 3 clusters Score -256103.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -256328.093750 Penalty: 4041.772461
	Iteration 2F: 3 clusters Score -256328.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -256476.765625 Penalty: 4041.772461
	Iteration 3F: 3 clusters Score -256476.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -256602.437500 Penalty: 4041.772461
	Iteration 4Q: 3 clusters Score -256602.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -256686.578125 Penalty: 4041.772461
	Iteration 5Q: 3 clusters Score -256686.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -256754.734375 Penalty: 4041.772461
	Iteration 6Q: 3 clusters Score -256754.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -256823.218750 Penalty: 4041.772461
	Iteration 7Q: 3 clusters Score -256823.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -256881.828125 Penalty: 4041.772461
	Iteration 8Q: 3 clusters Score -256881.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -256927.218750 Penalty: 4041.772461
	Iteration 9Q: 3 clusters Score -256927.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -256971.265625 Penalty: 4041.772461
	Iteration 10Q: 3 clusters Score -256971.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -257017.437500 Penalty: 4041.772461
	Iteration 11Q: 3 clusters Score -257017.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -257049.484375 Penalty: 4041.772461
	Iteration 12Q: 3 clusters Score -257049.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -257074.359375 Penalty: 4041.772461
	Iteration 13Q: 3 clusters Score -257074.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -257091.781250 Penalty: 4041.772461
	Iteration 14Q: 3 clusters Score -257091.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -257106.000000 Penalty: 4041.772461
	Iteration 15Q: 3 clusters Score -257106 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -257120.734375 Penalty: 4041.772461
	Iteration 16Q: 3 clusters Score -257120.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -257130.437500 Penalty: 4041.772461
	Iteration 17Q: 3 clusters Score -257130.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -257141.531250 Penalty: 4041.772461
	Iteration 18Q: 3 clusters Score -257141.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -257147.734375 Penalty: 4041.772461
	Iteration 19Q: 3 clusters Score -257147.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -257154.687500 Penalty: 4041.772461
	Iteration 20F: 3 clusters Score -257154.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -257158.875000 Penalty: 4041.772461
	Iteration 21Q: 3 clusters Score -257158.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -257163.046875 Penalty: 4041.772461
	Iteration 22Q: 3 clusters Score -257163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -257165.578125 Penalty: 4041.772461
	Iteration 23Q: 3 clusters Score -257165.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -257167.734375 Penalty: 4041.772461
	Iteration 24Q: 3 clusters Score -257167.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -257169.984375 Penalty: 4041.772461
	Iteration 25Q: 3 clusters Score -257170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -257172.687500 Penalty: 4041.772461
	Iteration 26Q: 3 clusters Score -257172.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -257176.546875 Penalty: 4041.772461
	Iteration 27Q: 3 clusters Score -257176.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -257181.109375 Penalty: 4041.772461
	Iteration 28Q: 3 clusters Score -257181.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -257181.656250 Penalty: 4041.772461
	Iteration 29Q: 3 clusters Score -257181.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -257182.765625 Penalty: 4041.772461
	Iteration 30Q: 3 clusters Score -257182.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -257183.421875 Penalty: 4041.772461
	Iteration 31Q: 3 clusters Score -257183.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -257185.640625 Penalty: 4041.772461
	Iteration 32Q: 3 clusters Score -257185.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -257186.031250 Penalty: 4041.772461
	Iteration 33Q: 3 clusters Score -257186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -257186.281250 Penalty: 4041.772461
	Iteration 34Q: 3 clusters Score -257186.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -257186.281250 Penalty: 4041.772461
	Iteration 35F: 3 clusters Score -257186.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (69827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69827 members 
Entering Unmasked Estep 
Score: -5665162.500000 Penalty: 2766.136475
	Iteration 0F: 2 clusters Score -5665162 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34832 members 
Mstep: Class 2 contains 34995 members 
Entering Unmasked Estep 
Score: -5618179.500000 Penalty: 5532.272949
	Iteration 0F: 3 clusters Score -5618180 nChanged 32919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34655 members 
Mstep: Class 2 contains 35172 members 
Entering Unmasked Estep 
Score: -5636383.000000 Penalty: 5532.272949
	Iteration 1F: 3 clusters Score -5636383 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34442 members 
Mstep: Class 2 contains 35385 members 
Entering Unmasked Estep 
Score: -5636922.500000 Penalty: 5532.272949
	Iteration 2Q: 3 clusters Score -5636922 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34099 members 
Mstep: Class 2 contains 35728 members 
Entering Unmasked Estep 
Score: -5637443.000000 Penalty: 5532.272949
	Iteration 3Q: 3 clusters Score -5637443 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33647 members 
Mstep: Class 2 contains 36180 members 
Entering Unmasked Estep 
Score: -5637927.000000 Penalty: 5532.272949
	Iteration 4Q: 3 clusters Score -5637927 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32925 members 
Mstep: Class 2 contains 36902 members 
Entering Unmasked Estep 
Score: -5638467.000000 Penalty: 5532.272949
	Iteration 5Q: 3 clusters Score -5638467 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31924 members 
Mstep: Class 2 contains 37903 members 
Entering Unmasked Estep 
Score: -5639094.500000 Penalty: 5532.272949
	Iteration 6Q: 3 clusters Score -5639094 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30531 members 
Mstep: Class 2 contains 39296 members 
Entering Unmasked Estep 
Score: -5640096.000000 Penalty: 5532.272949
	Iteration 7Q: 3 clusters Score -5640096 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28455 members 
Mstep: Class 2 contains 41372 members 
Entering Unmasked Estep 
Score: -5641714.500000 Penalty: 5532.272949
	Iteration 8Q: 3 clusters Score -5641714 nChanged 3726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25705 members 
Mstep: Class 2 contains 44122 members 
Entering Unmasked Estep 
Score: -5644254.500000 Penalty: 5532.272949
	Iteration 9F: 3 clusters Score -5644254 nChanged 4295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22412 members 
Mstep: Class 2 contains 47415 members 
Entering Unmasked Estep 
Score: -5647715.500000 Penalty: 5532.272949
	Iteration 10F: 3 clusters Score -5647716 nChanged 4532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18892 members 
Mstep: Class 2 contains 50935 members 
Entering Unmasked Estep 
Score: -5651702.000000 Penalty: 5532.272949
	Iteration 11F: 3 clusters Score -5651702 nChanged 4110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15820 members 
Mstep: Class 2 contains 54007 members 
Entering Unmasked Estep 
Score: -5655298.500000 Penalty: 5532.272949
	Iteration 12F: 3 clusters Score -5655298 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 56387 members 
Entering Unmasked Estep 
Score: -5658293.000000 Penalty: 5532.272949
	Iteration 13Q: 3 clusters Score -5658293 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 58192 members 
Entering Unmasked Estep 
Score: -5660642.000000 Penalty: 5532.272949
	Iteration 14Q: 3 clusters Score -5660642 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 59468 members 
Entering Unmasked Estep 
Score: -5662361.500000 Penalty: 5532.272949
	Iteration 15Q: 3 clusters Score -5662362 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 60317 members 
Entering Unmasked Estep 
Score: -5663405.500000 Penalty: 5532.272949
	Iteration 16Q: 3 clusters Score -5663406 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 60844 members 
Entering Unmasked Estep 
Score: -5663796.500000 Penalty: 5532.272949
	Iteration 17Q: 3 clusters Score -5663796 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 61191 members 
Entering Unmasked Estep 
Score: -5664009.000000 Penalty: 5532.272949
	Iteration 18Q: 3 clusters Score -5664009 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 61431 members 
Entering Unmasked Estep 
Score: -5664095.000000 Penalty: 5532.272949
	Iteration 19Q: 3 clusters Score -5664095 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 61630 members 
Entering Unmasked Estep 
Score: -5664141.500000 Penalty: 5532.272949
	Iteration 20F: 3 clusters Score -5664142 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 61791 members 
Entering Unmasked Estep 
Score: -5664194.000000 Penalty: 5532.272949
	Iteration 21Q: 3 clusters Score -5664194 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 61914 members 
Entering Unmasked Estep 
Score: -5664224.000000 Penalty: 5532.272949
	Iteration 22Q: 3 clusters Score -5664224 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 62010 members 
Entering Unmasked Estep 
Score: -5664231.000000 Penalty: 5532.272949
	Iteration 23Q: 3 clusters Score -5664231 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 62085 members 
Entering Unmasked Estep 
Score: -5664246.000000 Penalty: 5532.272949
	Iteration 24Q: 3 clusters Score -5664246 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 62159 members 
Entering Unmasked Estep 
Score: -5664241.500000 Penalty: 5532.272949
	Iteration 25Q: 3 clusters Score -5664242 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 62207 members 
Entering Unmasked Estep 
Score: -5664243.000000 Penalty: 5532.272949
	Iteration 26Q: 3 clusters Score -5664243 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 62245 members 
Entering Unmasked Estep 
Score: -5664241.000000 Penalty: 5532.272949
	Iteration 27Q: 3 clusters Score -5664241 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 62277 members 
Entering Unmasked Estep 
Score: -5664248.500000 Penalty: 5532.272949
	Iteration 28Q: 3 clusters Score -5664248 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 62303 members 
Entering Unmasked Estep 
Score: -5664241.000000 Penalty: 5532.272949
	Iteration 29Q: 3 clusters Score -5664241 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 62340 members 
Entering Unmasked Estep 
Score: -5664249.000000 Penalty: 5532.272949
	Iteration 30Q: 3 clusters Score -5664249 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 62376 members 
Entering Unmasked Estep 
Score: -5664249.500000 Penalty: 5532.272949
	Iteration 31Q: 3 clusters Score -5664250 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 62401 members 
Entering Unmasked Estep 
Score: -5664251.000000 Penalty: 5532.272949
	Iteration 32Q: 3 clusters Score -5664251 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 62419 members 
Entering Unmasked Estep 
Score: -5664261.500000 Penalty: 5532.272949
	Iteration 33Q: 3 clusters Score -5664262 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 62436 members 
Entering Unmasked Estep 
Score: -5664261.500000 Penalty: 5532.272949
	Iteration 34Q: 3 clusters Score -5664262 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 62448 members 
Entering Unmasked Estep 
Score: -5664255.500000 Penalty: 5532.272949
	Iteration 35Q: 3 clusters Score -5664256 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 62463 members 
Entering Unmasked Estep 
Score: -5664258.000000 Penalty: 5532.272949
	Iteration 36Q: 3 clusters Score -5664258 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 62474 members 
Entering Unmasked Estep 
Score: -5664271.500000 Penalty: 5532.272949
	Iteration 37Q: 3 clusters Score -5664272 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 62492 members 
Entering Unmasked Estep 
Score: -5664269.500000 Penalty: 5532.272949
	Iteration 38Q: 3 clusters Score -5664270 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 62503 members 
Entering Unmasked Estep 
Score: -5664268.500000 Penalty: 5532.272949
	Iteration 39Q: 3 clusters Score -5664268 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 62513 members 
Entering Unmasked Estep 
Score: -5664270.500000 Penalty: 5532.272949
	Iteration 40F: 3 clusters Score -5664270 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 62525 members 
Entering Unmasked Estep 
Score: -5664276.500000 Penalty: 5532.272949
	Iteration 41Q: 3 clusters Score -5664276 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 62534 members 
Entering Unmasked Estep 
Score: -5664280.500000 Penalty: 5532.272949
	Iteration 42Q: 3 clusters Score -5664280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 62541 members 
Entering Unmasked Estep 
Score: -5664272.000000 Penalty: 5532.272949
	Iteration 43Q: 3 clusters Score -5664272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 62545 members 
Entering Unmasked Estep 
Score: -5664278.500000 Penalty: 5532.272949
	Iteration 44Q: 3 clusters Score -5664278 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 62553 members 
Entering Unmasked Estep 
Score: -5664276.000000 Penalty: 5532.272949
	Iteration 45Q: 3 clusters Score -5664276 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 62566 members 
Entering Unmasked Estep 
Score: -5664283.000000 Penalty: 5532.272949
	Iteration 46Q: 3 clusters Score -5664283 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 62574 members 
Entering Unmasked Estep 
Score: -5664271.500000 Penalty: 5532.272949
	Iteration 47Q: 3 clusters Score -5664272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 62581 members 
Entering Unmasked Estep 
Score: -5664267.500000 Penalty: 5532.272949
	Iteration 48Q: 3 clusters Score -5664268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 62585 members 
Entering Unmasked Estep 
Score: -5664263.000000 Penalty: 5532.272949
	Iteration 49Q: 3 clusters Score -5664263 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 62590 members 
Entering Unmasked Estep 
Score: -5664260.000000 Penalty: 5532.272949
	Iteration 50Q: 3 clusters Score -5664260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 62594 members 
Entering Unmasked Estep 
Score: -5664264.500000 Penalty: 5532.272949
	Iteration 51Q: 3 clusters Score -5664264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 62598 members 
Entering Unmasked Estep 
Score: -5664267.500000 Penalty: 5532.272949
	Iteration 52Q: 3 clusters Score -5664268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 62602 members 
Entering Unmasked Estep 
Score: -5664274.000000 Penalty: 5532.272949
	Iteration 53Q: 3 clusters Score -5664274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 62603 members 
Entering Unmasked Estep 
Score: -5664273.000000 Penalty: 5532.272949
	Iteration 54Q: 3 clusters Score -5664273 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 62603 members 
Entering Unmasked Estep 
Score: -5664273.000000 Penalty: 5532.272949
	Iteration 55F: 3 clusters Score -5664273 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Entering Unmasked Estep 
Score: -442010.406250 Penalty: 2153.479736
	Iteration 0F: 2 clusters Score -442010.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -436911.281250 Penalty: 4306.959473
	Iteration 0F: 3 clusters Score -436911.3 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -438257.375000 Penalty: 4306.959473
	Iteration 1F: 3 clusters Score -438257.4 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -438504.937500 Penalty: 4306.959473
	Iteration 2F: 3 clusters Score -438504.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -438690.937500 Penalty: 4306.959473
	Iteration 3F: 3 clusters Score -438690.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -438824.750000 Penalty: 4306.959473
	Iteration 4Q: 3 clusters Score -438824.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -438945.562500 Penalty: 4306.959473
	Iteration 5Q: 3 clusters Score -438945.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -439033.031250 Penalty: 4306.959473
	Iteration 6Q: 3 clusters Score -439033 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -439122.468750 Penalty: 4306.959473
	Iteration 7Q: 3 clusters Score -439122.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -439215.625000 Penalty: 4306.959473
	Iteration 8Q: 3 clusters Score -439215.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -439294.281250 Penalty: 4306.959473
	Iteration 9Q: 3 clusters Score -439294.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -439354.718750 Penalty: 4306.959473
	Iteration 10Q: 3 clusters Score -439354.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -439407.156250 Penalty: 4306.959473
	Iteration 11Q: 3 clusters Score -439407.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -439462.812500 Penalty: 4306.959473
	Iteration 12Q: 3 clusters Score -439462.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -439515.406250 Penalty: 4306.959473
	Iteration 13Q: 3 clusters Score -439515.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -439577.843750 Penalty: 4306.959473
	Iteration 14Q: 3 clusters Score -439577.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -439641.062500 Penalty: 4306.959473
	Iteration 15Q: 3 clusters Score -439641.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -439697.968750 Penalty: 4306.959473
	Iteration 16Q: 3 clusters Score -439698 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -439759.562500 Penalty: 4306.959473
	Iteration 17Q: 3 clusters Score -439759.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -439833.656250 Penalty: 4306.959473
	Iteration 18Q: 3 clusters Score -439833.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -439901.968750 Penalty: 4306.959473
	Iteration 19Q: 3 clusters Score -439902 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -440006.812500 Penalty: 4306.959473
	Iteration 20F: 3 clusters Score -440006.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -440135.593750 Penalty: 4306.959473
	Iteration 21Q: 3 clusters Score -440135.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -440264.031250 Penalty: 4306.959473
	Iteration 22Q: 3 clusters Score -440264 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -440397.437500 Penalty: 4306.959473
	Iteration 23Q: 3 clusters Score -440397.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -440497.437500 Penalty: 4306.959473
	Iteration 24Q: 3 clusters Score -440497.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -440565.156250 Penalty: 4306.959473
	Iteration 25Q: 3 clusters Score -440565.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -440611.906250 Penalty: 4306.959473
	Iteration 26Q: 3 clusters Score -440611.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -440651.093750 Penalty: 4306.959473
	Iteration 27Q: 3 clusters Score -440651.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -440680.562500 Penalty: 4306.959473
	Iteration 28Q: 3 clusters Score -440680.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -440699.968750 Penalty: 4306.959473
	Iteration 29Q: 3 clusters Score -440700 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -440712.718750 Penalty: 4306.959473
	Iteration 30Q: 3 clusters Score -440712.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -440721.468750 Penalty: 4306.959473
	Iteration 31Q: 3 clusters Score -440721.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -440730.156250 Penalty: 4306.959473
	Iteration 32Q: 3 clusters Score -440730.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -440740.093750 Penalty: 4306.959473
	Iteration 33Q: 3 clusters Score -440740.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -440746.718750 Penalty: 4306.959473
	Iteration 34Q: 3 clusters Score -440746.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -440755.562500 Penalty: 4306.959473
	Iteration 35Q: 3 clusters Score -440755.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -440762.500000 Penalty: 4306.959473
	Iteration 36Q: 3 clusters Score -440762.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -440767.625000 Penalty: 4306.959473
	Iteration 37Q: 3 clusters Score -440767.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -440768.625000 Penalty: 4306.959473
	Iteration 38Q: 3 clusters Score -440768.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -440771.812500 Penalty: 4306.959473
	Iteration 39Q: 3 clusters Score -440771.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -440774.562500 Penalty: 4306.959473
	Iteration 40F: 3 clusters Score -440774.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -440778.343750 Penalty: 4306.959473
	Iteration 41Q: 3 clusters Score -440778.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -440779.062500 Penalty: 4306.959473
	Iteration 42Q: 3 clusters Score -440779.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -440780.906250 Penalty: 4306.959473
	Iteration 43Q: 3 clusters Score -440780.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -440781.750000 Penalty: 4306.959473
	Iteration 44Q: 3 clusters Score -440781.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -440783.625000 Penalty: 4306.959473
	Iteration 45Q: 3 clusters Score -440783.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -440784.781250 Penalty: 4306.959473
	Iteration 46Q: 3 clusters Score -440784.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -440789.968750 Penalty: 4306.959473
	Iteration 47Q: 3 clusters Score -440790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -440793.593750 Penalty: 4306.959473
	Iteration 48Q: 3 clusters Score -440793.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -440795.875000 Penalty: 4306.959473
	Iteration 49Q: 3 clusters Score -440795.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -440797.656250 Penalty: 4306.959473
	Iteration 50Q: 3 clusters Score -440797.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -440801.187500 Penalty: 4306.959473
	Iteration 51Q: 3 clusters Score -440801.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -440805.593750 Penalty: 4306.959473
	Iteration 52Q: 3 clusters Score -440805.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -440811.343750 Penalty: 4306.959473
	Iteration 53Q: 3 clusters Score -440811.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -440815.187500 Penalty: 4306.959473
	Iteration 54Q: 3 clusters Score -440815.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -440817.937500 Penalty: 4306.959473
	Iteration 55Q: 3 clusters Score -440817.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -440821.500000 Penalty: 4306.959473
	Iteration 56Q: 3 clusters Score -440821.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -440823.937500 Penalty: 4306.959473
	Iteration 57Q: 3 clusters Score -440823.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -440825.187500 Penalty: 4306.959473
	Iteration 58Q: 3 clusters Score -440825.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -440826.625000 Penalty: 4306.959473
	Iteration 59Q: 3 clusters Score -440826.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -440829.656250 Penalty: 4306.959473
	Iteration 60F: 3 clusters Score -440829.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -440831.718750 Penalty: 4306.959473
	Iteration 61Q: 3 clusters Score -440831.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -440832.125000 Penalty: 4306.959473
	Iteration 62Q: 3 clusters Score -440832.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -440832.093750 Penalty: 4306.959473
	Iteration 63Q: 3 clusters Score -440832.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -440833.218750 Penalty: 4306.959473
	Iteration 64Q: 3 clusters Score -440833.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -440832.812500 Penalty: 4306.959473
	Iteration 65Q: 3 clusters Score -440832.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -440833.375000 Penalty: 4306.959473
	Iteration 66Q: 3 clusters Score -440833.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -440833.843750 Penalty: 4306.959473
	Iteration 67Q: 3 clusters Score -440833.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -440834.812500 Penalty: 4306.959473
	Iteration 68Q: 3 clusters Score -440834.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -440836.031250 Penalty: 4306.959473
	Iteration 69Q: 3 clusters Score -440836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -440837.406250 Penalty: 4306.959473
	Iteration 70Q: 3 clusters Score -440837.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -440838.781250 Penalty: 4306.959473
	Iteration 71Q: 3 clusters Score -440838.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -440838.781250 Penalty: 4306.959473
	Iteration 72F: 3 clusters Score -440838.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (16778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16778 members 
Entering Unmasked Estep 
Score: -1382134.125000 Penalty: 2412.500488
	Iteration 0F: 2 clusters Score -1382134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -1370100.375000 Penalty: 4825.000977
	Iteration 0F: 3 clusters Score -1370100 nChanged 7309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1373883.000000 Penalty: 4825.000977
	Iteration 1F: 3 clusters Score -1373883 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -1374237.125000 Penalty: 4825.000977
	Iteration 2F: 3 clusters Score -1374237 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -1374516.875000 Penalty: 4825.000977
	Iteration 3Q: 3 clusters Score -1374517 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -1374766.750000 Penalty: 4825.000977
	Iteration 4Q: 3 clusters Score -1374767 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -1374999.750000 Penalty: 4825.000977
	Iteration 5Q: 3 clusters Score -1375000 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -1375217.625000 Penalty: 4825.000977
	Iteration 6Q: 3 clusters Score -1375218 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -1375451.125000 Penalty: 4825.000977
	Iteration 7Q: 3 clusters Score -1375451 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -1375736.125000 Penalty: 4825.000977
	Iteration 8Q: 3 clusters Score -1375736 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -1376065.125000 Penalty: 4825.000977
	Iteration 9Q: 3 clusters Score -1376065 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -1376394.000000 Penalty: 4825.000977
	Iteration 10Q: 3 clusters Score -1376394 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -1376701.000000 Penalty: 4825.000977
	Iteration 11Q: 3 clusters Score -1376701 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -1376993.375000 Penalty: 4825.000977
	Iteration 12Q: 3 clusters Score -1376993 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -1377273.500000 Penalty: 4825.000977
	Iteration 13Q: 3 clusters Score -1377274 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -1377553.625000 Penalty: 4825.000977
	Iteration 14Q: 3 clusters Score -1377554 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -1377800.625000 Penalty: 4825.000977
	Iteration 15Q: 3 clusters Score -1377801 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -1378021.875000 Penalty: 4825.000977
	Iteration 16Q: 3 clusters Score -1378022 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -1378216.625000 Penalty: 4825.000977
	Iteration 17Q: 3 clusters Score -1378217 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -1378368.750000 Penalty: 4825.000977
	Iteration 18Q: 3 clusters Score -1378369 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -1378486.500000 Penalty: 4825.000977
	Iteration 19Q: 3 clusters Score -1378486 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -1378567.125000 Penalty: 4825.000977
	Iteration 20F: 3 clusters Score -1378567 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -1378627.750000 Penalty: 4825.000977
	Iteration 21Q: 3 clusters Score -1378628 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -1378674.250000 Penalty: 4825.000977
	Iteration 22Q: 3 clusters Score -1378674 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -1378704.000000 Penalty: 4825.000977
	Iteration 23Q: 3 clusters Score -1378704 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -1378722.125000 Penalty: 4825.000977
	Iteration 24Q: 3 clusters Score -1378722 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -1378739.000000 Penalty: 4825.000977
	Iteration 25Q: 3 clusters Score -1378739 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -1378748.625000 Penalty: 4825.000977
	Iteration 26Q: 3 clusters Score -1378749 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -1378764.875000 Penalty: 4825.000977
	Iteration 27Q: 3 clusters Score -1378765 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -1378781.375000 Penalty: 4825.000977
	Iteration 28Q: 3 clusters Score -1378781 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -1378790.625000 Penalty: 4825.000977
	Iteration 29Q: 3 clusters Score -1378791 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -1378796.000000 Penalty: 4825.000977
	Iteration 30Q: 3 clusters Score -1378796 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -1378805.625000 Penalty: 4825.000977
	Iteration 31Q: 3 clusters Score -1378806 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -1378813.125000 Penalty: 4825.000977
	Iteration 32Q: 3 clusters Score -1378813 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -1378820.250000 Penalty: 4825.000977
	Iteration 33Q: 3 clusters Score -1378820 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -1378828.125000 Penalty: 4825.000977
	Iteration 34Q: 3 clusters Score -1378828 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -1378833.000000 Penalty: 4825.000977
	Iteration 35Q: 3 clusters Score -1378833 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -1378846.125000 Penalty: 4825.000977
	Iteration 36Q: 3 clusters Score -1378846 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -1378854.125000 Penalty: 4825.000977
	Iteration 37Q: 3 clusters Score -1378854 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -1378864.250000 Penalty: 4825.000977
	Iteration 38Q: 3 clusters Score -1378864 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -1378875.125000 Penalty: 4825.000977
	Iteration 39Q: 3 clusters Score -1378875 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -1378884.250000 Penalty: 4825.000977
	Iteration 40F: 3 clusters Score -1378884 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -1378893.750000 Penalty: 4825.000977
	Iteration 41Q: 3 clusters Score -1378894 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -1378894.375000 Penalty: 4825.000977
	Iteration 42Q: 3 clusters Score -1378894 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -1378902.875000 Penalty: 4825.000977
	Iteration 43Q: 3 clusters Score -1378903 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -1378901.125000 Penalty: 4825.000977
	Iteration 44Q: 3 clusters Score -1378901 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -1378911.125000 Penalty: 4825.000977
	Iteration 45Q: 3 clusters Score -1378911 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -1378915.750000 Penalty: 4825.000977
	Iteration 46Q: 3 clusters Score -1378916 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -1378915.250000 Penalty: 4825.000977
	Iteration 47Q: 3 clusters Score -1378915 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -1378917.875000 Penalty: 4825.000977
	Iteration 48Q: 3 clusters Score -1378918 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -1378922.625000 Penalty: 4825.000977
	Iteration 49Q: 3 clusters Score -1378923 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -1378921.250000 Penalty: 4825.000977
	Iteration 50Q: 3 clusters Score -1378921 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -1378924.625000 Penalty: 4825.000977
	Iteration 51Q: 3 clusters Score -1378925 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -1378927.125000 Penalty: 4825.000977
	Iteration 52Q: 3 clusters Score -1378927 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -1378931.125000 Penalty: 4825.000977
	Iteration 53Q: 3 clusters Score -1378931 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -1378930.500000 Penalty: 4825.000977
	Iteration 54Q: 3 clusters Score -1378930 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -1378931.875000 Penalty: 4825.000977
	Iteration 55Q: 3 clusters Score -1378932 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -1378931.750000 Penalty: 4825.000977
	Iteration 56Q: 3 clusters Score -1378932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -1378934.250000 Penalty: 4825.000977
	Iteration 57Q: 3 clusters Score -1378934 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -1378933.875000 Penalty: 4825.000977
	Iteration 58Q: 3 clusters Score -1378934 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -1378938.000000 Penalty: 4825.000977
	Iteration 59Q: 3 clusters Score -1378938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -1378936.375000 Penalty: 4825.000977
	Iteration 60F: 3 clusters Score -1378936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -1378940.000000 Penalty: 4825.000977
	Iteration 61Q: 3 clusters Score -1378940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -1378938.875000 Penalty: 4825.000977
	Iteration 62Q: 3 clusters Score -1378939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -1378938.125000 Penalty: 4825.000977
	Iteration 63Q: 3 clusters Score -1378938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -1378939.875000 Penalty: 4825.000977
	Iteration 64Q: 3 clusters Score -1378940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -1378938.625000 Penalty: 4825.000977
	Iteration 65Q: 3 clusters Score -1378939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -1378940.000000 Penalty: 4825.000977
	Iteration 66Q: 3 clusters Score -1378940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -1378940.000000 Penalty: 4825.000977
	Iteration 67Q: 3 clusters Score -1378940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -1378940.875000 Penalty: 4825.000977
	Iteration 68Q: 3 clusters Score -1378941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -1378940.375000 Penalty: 4825.000977
	Iteration 69Q: 3 clusters Score -1378940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -1378940.500000 Penalty: 4825.000977
	Iteration 70Q: 3 clusters Score -1378940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -1378940.375000 Penalty: 4825.000977
	Iteration 71Q: 3 clusters Score -1378940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -1378941.375000 Penalty: 4825.000977
	Iteration 72Q: 3 clusters Score -1378941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -1378939.000000 Penalty: 4825.000977
	Iteration 73Q: 3 clusters Score -1378939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -1378939.500000 Penalty: 4825.000977
	Iteration 74Q: 3 clusters Score -1378940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -1378938.875000 Penalty: 4825.000977
	Iteration 75Q: 3 clusters Score -1378939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -1378941.250000 Penalty: 4825.000977
	Iteration 76Q: 3 clusters Score -1378941 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -1378941.375000 Penalty: 4825.000977
	Iteration 77Q: 3 clusters Score -1378941 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -1378941.875000 Penalty: 4825.000977
	Iteration 78Q: 3 clusters Score -1378942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -1378942.875000 Penalty: 4825.000977
	Iteration 79Q: 3 clusters Score -1378943 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -1378943.625000 Penalty: 4825.000977
	Iteration 80F: 3 clusters Score -1378944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -1378945.500000 Penalty: 4825.000977
	Iteration 81Q: 3 clusters Score -1378946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -1378945.375000 Penalty: 4825.000977
	Iteration 82Q: 3 clusters Score -1378945 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -1378949.875000 Penalty: 4825.000977
	Iteration 83Q: 3 clusters Score -1378950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -1378949.375000 Penalty: 4825.000977
	Iteration 84Q: 3 clusters Score -1378949 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -1378952.875000 Penalty: 4825.000977
	Iteration 85Q: 3 clusters Score -1378953 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -1378951.125000 Penalty: 4825.000977
	Iteration 86Q: 3 clusters Score -1378951 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -1378953.250000 Penalty: 4825.000977
	Iteration 87Q: 3 clusters Score -1378953 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -1378952.625000 Penalty: 4825.000977
	Iteration 88Q: 3 clusters Score -1378953 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -1378954.500000 Penalty: 4825.000977
	Iteration 89Q: 3 clusters Score -1378954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -1378953.500000 Penalty: 4825.000977
	Iteration 90Q: 3 clusters Score -1378954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -1378955.875000 Penalty: 4825.000977
	Iteration 91Q: 3 clusters Score -1378956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -1378956.750000 Penalty: 4825.000977
	Iteration 92Q: 3 clusters Score -1378957 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -1378956.750000 Penalty: 4825.000977
	Iteration 93Q: 3 clusters Score -1378957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -1378956.250000 Penalty: 4825.000977
	Iteration 94Q: 3 clusters Score -1378956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -1378958.625000 Penalty: 4825.000977
	Iteration 95Q: 3 clusters Score -1378959 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -1378956.625000 Penalty: 4825.000977
	Iteration 96Q: 3 clusters Score -1378957 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -1378957.125000 Penalty: 4825.000977
	Iteration 97Q: 3 clusters Score -1378957 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -1378956.125000 Penalty: 4825.000977
	Iteration 98Q: 3 clusters Score -1378956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -1378953.625000 Penalty: 4825.000977
	Iteration 99Q: 3 clusters Score -1378954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -1378954.875000 Penalty: 4825.000977
	Iteration 100F: 3 clusters Score -1378955 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -1378954.125000 Penalty: 4825.000977
	Iteration 101Q: 3 clusters Score -1378954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -1378955.000000 Penalty: 4825.000977
	Iteration 102Q: 3 clusters Score -1378955 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -1378955.000000 Penalty: 4825.000977
	Iteration 103F: 3 clusters Score -1378955 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Entering Unmasked Estep 
Score: -209542.828125 Penalty: 2011.013184
	Iteration 0F: 2 clusters Score -209542.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -206081.968750 Penalty: 4022.026367
	Iteration 0F: 3 clusters Score -206082 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -207143.218750 Penalty: 4022.026367
	Iteration 1F: 3 clusters Score -207143.2 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -207760.859375 Penalty: 4022.026367
	Iteration 2F: 3 clusters Score -207760.9 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -208306.593750 Penalty: 4022.026367
	Iteration 3F: 3 clusters Score -208306.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -208733.734375 Penalty: 4022.026367
	Iteration 4F: 3 clusters Score -208733.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -209055.562500 Penalty: 4022.026367
	Iteration 5F: 3 clusters Score -209055.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -209210.031250 Penalty: 4022.026367
	Iteration 6Q: 3 clusters Score -209210 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -209296.125000 Penalty: 4022.026367
	Iteration 7Q: 3 clusters Score -209296.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -209371.296875 Penalty: 4022.026367
	Iteration 8Q: 3 clusters Score -209371.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -209404.859375 Penalty: 4022.026367
	Iteration 9Q: 3 clusters Score -209404.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -209437.890625 Penalty: 4022.026367
	Iteration 10Q: 3 clusters Score -209437.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -209475.312500 Penalty: 4022.026367
	Iteration 11Q: 3 clusters Score -209475.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -209505.734375 Penalty: 4022.026367
	Iteration 12Q: 3 clusters Score -209505.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -209535.500000 Penalty: 4022.026367
	Iteration 13Q: 3 clusters Score -209535.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -209565.812500 Penalty: 4022.026367
	Iteration 14Q: 3 clusters Score -209565.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -209574.718750 Penalty: 4022.026367
	Iteration 15Q: 3 clusters Score -209574.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -209578.234375 Penalty: 4022.026367
	Iteration 16Q: 3 clusters Score -209578.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -209580.484375 Penalty: 4022.026367
	Iteration 17Q: 3 clusters Score -209580.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -209581.078125 Penalty: 4022.026367
	Iteration 18Q: 3 clusters Score -209581.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -209581.078125 Penalty: 4022.026367
	Iteration 19F: 3 clusters Score -209581.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74830 members 
Mstep: Class 2 contains 24265 members 
Mstep: Class 3 contains 3401 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 95292 members 
Mstep: Class 6 contains 153990 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8378 members 
Mstep: Class 9 contains 75889 members 
Mstep: Class 10 contains 63323 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 59910 members 
Mstep: Class 13 contains 5802 members 
Mstep: Class 14 contains 21519 members 
Mstep: Class 15 contains 17027 members 
Mstep: Class 16 contains 13950 members 
Mstep: Class 17 contains 37874 members 
Mstep: Class 18 contains 2930 members 
Mstep: Class 19 contains 5647 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9811 members 
Mstep: Class 22 contains 10004 members 
Mstep: Class 23 contains 28648 members 
Mstep: Class 24 contains 527363 members 
Mstep: Class 25 contains 60530 members 
Mstep: Class 26 contains 6819 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69827 members 
Mstep: Class 29 contains 5904 members 
Mstep: Class 30 contains 16778 members 
Mstep: Class 31 contains 2503 members 
Mstep: Class 32 contains 23572 members 
Mstep: Class 33 contains 2734 members 
Mstep: Class 34 contains 821 members 
Entering Unmasked Estep 
Score: -111982912.000000 Penalty: 119701.210938
Splitting cluster 31 changes total score from -111984408.000000 to -111982912.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (23572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23572 members 
Entering Unmasked Estep 
Score: -1945317.250000 Penalty: 2496.818115
	Iteration 0F: 2 clusters Score -1945317 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -1928945.125000 Penalty: 4993.636230
	Iteration 0F: 3 clusters Score -1928945 nChanged 10454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -1934584.750000 Penalty: 4993.636230
	Iteration 1F: 3 clusters Score -1934585 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -1934919.875000 Penalty: 4993.636230
	Iteration 2Q: 3 clusters Score -1934920 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -1935175.375000 Penalty: 4993.636230
	Iteration 3Q: 3 clusters Score -1935175 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -1935369.250000 Penalty: 4993.636230
	Iteration 4Q: 3 clusters Score -1935369 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -1935512.000000 Penalty: 4993.636230
	Iteration 5Q: 3 clusters Score -1935512 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -1935627.750000 Penalty: 4993.636230
	Iteration 6Q: 3 clusters Score -1935628 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -1935747.375000 Penalty: 4993.636230
	Iteration 7Q: 3 clusters Score -1935747 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -1935871.875000 Penalty: 4993.636230
	Iteration 8Q: 3 clusters Score -1935872 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -1936008.750000 Penalty: 4993.636230
	Iteration 9Q: 3 clusters Score -1936009 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -1936208.500000 Penalty: 4993.636230
	Iteration 10Q: 3 clusters Score -1936208 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -1936506.000000 Penalty: 4993.636230
	Iteration 11Q: 3 clusters Score -1936506 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -1936937.375000 Penalty: 4993.636230
	Iteration 12Q: 3 clusters Score -1936937 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 16525 members 
Entering Unmasked Estep 
Score: -1937530.125000 Penalty: 4993.636230
	Iteration 13Q: 3 clusters Score -1937530 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 17747 members 
Entering Unmasked Estep 
Score: -1938334.000000 Penalty: 4993.636230
	Iteration 14F: 3 clusters Score -1938334 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 19115 members 
Entering Unmasked Estep 
Score: -1939421.500000 Penalty: 4993.636230
	Iteration 15F: 3 clusters Score -1939422 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 20491 members 
Entering Unmasked Estep 
Score: -1940592.000000 Penalty: 4993.636230
	Iteration 16F: 3 clusters Score -1940592 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 21563 members 
Entering Unmasked Estep 
Score: -1941529.250000 Penalty: 4993.636230
	Iteration 17Q: 3 clusters Score -1941529 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 22312 members 
Entering Unmasked Estep 
Score: -1942181.000000 Penalty: 4993.636230
	Iteration 18Q: 3 clusters Score -1942181 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 22745 members 
Entering Unmasked Estep 
Score: -1942564.750000 Penalty: 4993.636230
	Iteration 19Q: 3 clusters Score -1942565 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 22975 members 
Entering Unmasked Estep 
Score: -1942775.875000 Penalty: 4993.636230
	Iteration 20F: 3 clusters Score -1942776 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 23108 members 
Entering Unmasked Estep 
Score: -1942900.250000 Penalty: 4993.636230
	Iteration 21Q: 3 clusters Score -1942900 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 23169 members 
Entering Unmasked Estep 
Score: -1942969.375000 Penalty: 4993.636230
	Iteration 22Q: 3 clusters Score -1942969 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 23216 members 
Entering Unmasked Estep 
Score: -1943023.625000 Penalty: 4993.636230
	Iteration 23Q: 3 clusters Score -1943024 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 23242 members 
Entering Unmasked Estep 
Score: -1943067.625000 Penalty: 4993.636230
	Iteration 24Q: 3 clusters Score -1943068 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 23266 members 
Entering Unmasked Estep 
Score: -1943106.125000 Penalty: 4993.636230
	Iteration 25Q: 3 clusters Score -1943106 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 23279 members 
Entering Unmasked Estep 
Score: -1943129.625000 Penalty: 4993.636230
	Iteration 26Q: 3 clusters Score -1943130 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 23286 members 
Entering Unmasked Estep 
Score: -1943142.250000 Penalty: 4993.636230
	Iteration 27Q: 3 clusters Score -1943142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 23288 members 
Entering Unmasked Estep 
Score: -1943151.625000 Penalty: 4993.636230
	Iteration 28Q: 3 clusters Score -1943152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 23291 members 
Entering Unmasked Estep 
Score: -1943154.375000 Penalty: 4993.636230
	Iteration 29Q: 3 clusters Score -1943154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 23291 members 
Entering Unmasked Estep 
Score: -1943154.375000 Penalty: 4993.636230
	Iteration 30F: 3 clusters Score -1943154 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Entering Unmasked Estep 
Score: -203499.515625 Penalty: 1962.553223
	Iteration 0F: 2 clusters Score -203499.5 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 1372 members 
Entering Unmasked Estep 
Score: -200458.093750 Penalty: 3925.106445
	Iteration 0F: 3 clusters Score -200458.1 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -201109.109375 Penalty: 3925.106445
	Iteration 1F: 3 clusters Score -201109.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -201307.062500 Penalty: 3925.106445
	Iteration 2F: 3 clusters Score -201307.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -201441.234375 Penalty: 3925.106445
	Iteration 3F: 3 clusters Score -201441.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -201540.734375 Penalty: 3925.106445
	Iteration 4Q: 3 clusters Score -201540.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -201620.906250 Penalty: 3925.106445
	Iteration 5Q: 3 clusters Score -201620.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -201691.750000 Penalty: 3925.106445
	Iteration 6Q: 3 clusters Score -201691.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -201763.796875 Penalty: 3925.106445
	Iteration 7Q: 3 clusters Score -201763.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -201816.843750 Penalty: 3925.106445
	Iteration 8Q: 3 clusters Score -201816.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -201868.281250 Penalty: 3925.106445
	Iteration 9Q: 3 clusters Score -201868.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -201905.296875 Penalty: 3925.106445
	Iteration 10Q: 3 clusters Score -201905.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -201936.031250 Penalty: 3925.106445
	Iteration 11Q: 3 clusters Score -201936 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -201963.421875 Penalty: 3925.106445
	Iteration 12Q: 3 clusters Score -201963.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -201990.875000 Penalty: 3925.106445
	Iteration 13Q: 3 clusters Score -201990.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -202009.468750 Penalty: 3925.106445
	Iteration 14Q: 3 clusters Score -202009.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -202020.828125 Penalty: 3925.106445
	Iteration 15Q: 3 clusters Score -202020.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -202030.265625 Penalty: 3925.106445
	Iteration 16Q: 3 clusters Score -202030.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -202043.390625 Penalty: 3925.106445
	Iteration 17Q: 3 clusters Score -202043.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -202053.687500 Penalty: 3925.106445
	Iteration 18Q: 3 clusters Score -202053.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -202065.218750 Penalty: 3925.106445
	Iteration 19Q: 3 clusters Score -202065.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -202073.500000 Penalty: 3925.106445
	Iteration 20F: 3 clusters Score -202073.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -202086.796875 Penalty: 3925.106445
	Iteration 21Q: 3 clusters Score -202086.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -202098.671875 Penalty: 3925.106445
	Iteration 22Q: 3 clusters Score -202098.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -202108.968750 Penalty: 3925.106445
	Iteration 23Q: 3 clusters Score -202109 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -202119.078125 Penalty: 3925.106445
	Iteration 24Q: 3 clusters Score -202119.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -202125.437500 Penalty: 3925.106445
	Iteration 25Q: 3 clusters Score -202125.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -202130.953125 Penalty: 3925.106445
	Iteration 26Q: 3 clusters Score -202131 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -202134.703125 Penalty: 3925.106445
	Iteration 27Q: 3 clusters Score -202134.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -202138.031250 Penalty: 3925.106445
	Iteration 28Q: 3 clusters Score -202138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -202140.375000 Penalty: 3925.106445
	Iteration 29Q: 3 clusters Score -202140.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -202140.843750 Penalty: 3925.106445
	Iteration 30Q: 3 clusters Score -202140.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -202140.843750 Penalty: 3925.106445
	Iteration 31F: 3 clusters Score -202140.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74830 members 
Mstep: Class 2 contains 24265 members 
Mstep: Class 3 contains 3401 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 95292 members 
Mstep: Class 6 contains 153990 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8378 members 
Mstep: Class 9 contains 75889 members 
Mstep: Class 10 contains 63323 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 59910 members 
Mstep: Class 13 contains 5802 members 
Mstep: Class 14 contains 21519 members 
Mstep: Class 15 contains 17027 members 
Mstep: Class 16 contains 13950 members 
Mstep: Class 17 contains 37874 members 
Mstep: Class 18 contains 2930 members 
Mstep: Class 19 contains 5647 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9811 members 
Mstep: Class 22 contains 10004 members 
Mstep: Class 23 contains 28648 members 
Mstep: Class 24 contains 527363 members 
Mstep: Class 25 contains 60530 members 
Mstep: Class 26 contains 6819 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69827 members 
Mstep: Class 29 contains 5904 members 
Mstep: Class 30 contains 16778 members 
Mstep: Class 31 contains 3324 members 
Mstep: Class 32 contains 23572 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984408.000000 Penalty: 116180.585938
Iteration 399Q: 34 clusters Score -1.119844e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74830 members 
Mstep: Class 2 contains 24265 members 
Mstep: Class 3 contains 3401 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 95299 members 
Mstep: Class 6 contains 153989 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8378 members 
Mstep: Class 9 contains 75889 members 
Mstep: Class 10 contains 63322 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 59909 members 
Mstep: Class 13 contains 5802 members 
Mstep: Class 14 contains 21520 members 
Mstep: Class 15 contains 17027 members 
Mstep: Class 16 contains 13949 members 
Mstep: Class 17 contains 37873 members 
Mstep: Class 18 contains 2930 members 
Mstep: Class 19 contains 5648 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9811 members 
Mstep: Class 22 contains 10004 members 
Mstep: Class 23 contains 28647 members 
Mstep: Class 24 contains 527353 members 
Mstep: Class 25 contains 60530 members 
Mstep: Class 26 contains 6819 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69828 members 
Mstep: Class 29 contains 5904 members 
Mstep: Class 30 contains 16778 members 
Mstep: Class 31 contains 3324 members 
Mstep: Class 32 contains 23578 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984400.000000 Penalty: 116180.585938
Iteration 400F: 34 clusters Score -1.119844e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74830 members 
Mstep: Class 2 contains 24265 members 
Mstep: Class 3 contains 3401 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 95306 members 
Mstep: Class 6 contains 153988 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8378 members 
Mstep: Class 9 contains 75889 members 
Mstep: Class 10 contains 63321 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 59908 members 
Mstep: Class 13 contains 5802 members 
Mstep: Class 14 contains 21524 members 
Mstep: Class 15 contains 17027 members 
Mstep: Class 16 contains 13947 members 
Mstep: Class 17 contains 37873 members 
Mstep: Class 18 contains 2930 members 
Mstep: Class 19 contains 5646 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9811 members 
Mstep: Class 22 contains 10004 members 
Mstep: Class 23 contains 28647 members 
Mstep: Class 24 contains 527344 members 
Mstep: Class 25 contains 60530 members 
Mstep: Class 26 contains 6819 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69828 members 
Mstep: Class 29 contains 5904 members 
Mstep: Class 30 contains 16778 members 
Mstep: Class 31 contains 3324 members 
Mstep: Class 32 contains 23583 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984376.000000 Penalty: 116180.585938
Iteration 401Q: 34 clusters Score -1.119844e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74830 members 
Mstep: Class 2 contains 24265 members 
Mstep: Class 3 contains 3401 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 95310 members 
Mstep: Class 6 contains 153988 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8378 members 
Mstep: Class 9 contains 75888 members 
Mstep: Class 10 contains 63322 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 59906 members 
Mstep: Class 13 contains 5802 members 
Mstep: Class 14 contains 21524 members 
Mstep: Class 15 contains 17028 members 
Mstep: Class 16 contains 13943 members 
Mstep: Class 17 contains 37876 members 
Mstep: Class 18 contains 2930 members 
Mstep: Class 19 contains 5646 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9811 members 
Mstep: Class 22 contains 10004 members 
Mstep: Class 23 contains 28647 members 
Mstep: Class 24 contains 527336 members 
Mstep: Class 25 contains 60530 members 
Mstep: Class 26 contains 6819 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69828 members 
Mstep: Class 29 contains 5904 members 
Mstep: Class 30 contains 16779 members 
Mstep: Class 31 contains 3324 members 
Mstep: Class 32 contains 23588 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984312.000000 Penalty: 116180.585938
Iteration 402Q: 34 clusters Score -1.119843e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74830 members 
Mstep: Class 2 contains 24265 members 
Mstep: Class 3 contains 3401 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 95310 members 
Mstep: Class 6 contains 153988 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8378 members 
Mstep: Class 9 contains 75888 members 
Mstep: Class 10 contains 63322 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 59905 members 
Mstep: Class 13 contains 5802 members 
Mstep: Class 14 contains 21525 members 
Mstep: Class 15 contains 17028 members 
Mstep: Class 16 contains 13941 members 
Mstep: Class 17 contains 37877 members 
Mstep: Class 18 contains 2930 members 
Mstep: Class 19 contains 5646 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9811 members 
Mstep: Class 22 contains 10004 members 
Mstep: Class 23 contains 28647 members 
Mstep: Class 24 contains 527335 members 
Mstep: Class 25 contains 60530 members 
Mstep: Class 26 contains 6819 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69827 members 
Mstep: Class 29 contains 5904 members 
Mstep: Class 30 contains 16779 members 
Mstep: Class 31 contains 3324 members 
Mstep: Class 32 contains 23591 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984368.000000 Penalty: 116180.585938
Iteration 403Q: 34 clusters Score -1.119844e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74830 members 
Mstep: Class 2 contains 24265 members 
Mstep: Class 3 contains 3401 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 95315 members 
Mstep: Class 6 contains 153989 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8378 members 
Mstep: Class 9 contains 75888 members 
Mstep: Class 10 contains 63321 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 59903 members 
Mstep: Class 13 contains 5802 members 
Mstep: Class 14 contains 21525 members 
Mstep: Class 15 contains 17028 members 
Mstep: Class 16 contains 13940 members 
Mstep: Class 17 contains 37876 members 
Mstep: Class 18 contains 2930 members 
Mstep: Class 19 contains 5646 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9811 members 
Mstep: Class 22 contains 10004 members 
Mstep: Class 23 contains 28648 members 
Mstep: Class 24 contains 527332 members 
Mstep: Class 25 contains 60529 members 
Mstep: Class 26 contains 6819 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69827 members 
Mstep: Class 29 contains 5904 members 
Mstep: Class 30 contains 16779 members 
Mstep: Class 31 contains 3324 members 
Mstep: Class 32 contains 23593 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984400.000000 Penalty: 116180.585938
Iteration 404Q: 34 clusters Score -1.119844e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74830 members 
Mstep: Class 2 contains 24265 members 
Mstep: Class 3 contains 3401 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 95319 members 
Mstep: Class 6 contains 153989 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8378 members 
Mstep: Class 9 contains 75888 members 
Mstep: Class 10 contains 63320 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 59901 members 
Mstep: Class 13 contains 5802 members 
Mstep: Class 14 contains 21527 members 
Mstep: Class 15 contains 17028 members 
Mstep: Class 16 contains 13937 members 
Mstep: Class 17 contains 37877 members 
Mstep: Class 18 contains 2930 members 
Mstep: Class 19 contains 5646 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9811 members 
Mstep: Class 22 contains 10004 members 
Mstep: Class 23 contains 28649 members 
Mstep: Class 24 contains 527331 members 
Mstep: Class 25 contains 60528 members 
Mstep: Class 26 contains 6819 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69827 members 
Mstep: Class 29 contains 5904 members 
Mstep: Class 30 contains 16779 members 
Mstep: Class 31 contains 3324 members 
Mstep: Class 32 contains 23593 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984376.000000 Penalty: 116180.585938
Iteration 405Q: 34 clusters Score -1.119844e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74829 members 
Mstep: Class 2 contains 24265 members 
Mstep: Class 3 contains 3401 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 95322 members 
Mstep: Class 6 contains 153989 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8378 members 
Mstep: Class 9 contains 75888 members 
Mstep: Class 10 contains 63320 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 59902 members 
Mstep: Class 13 contains 5802 members 
Mstep: Class 14 contains 21528 members 
Mstep: Class 15 contains 17028 members 
Mstep: Class 16 contains 13933 members 
Mstep: Class 17 contains 37877 members 
Mstep: Class 18 contains 2930 members 
Mstep: Class 19 contains 5646 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9811 members 
Mstep: Class 22 contains 10004 members 
Mstep: Class 23 contains 28650 members 
Mstep: Class 24 contains 527328 members 
Mstep: Class 25 contains 60528 members 
Mstep: Class 26 contains 6819 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69827 members 
Mstep: Class 29 contains 5904 members 
Mstep: Class 30 contains 16780 members 
Mstep: Class 31 contains 3324 members 
Mstep: Class 32 contains 23594 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984368.000000 Penalty: 116180.585938
Iteration 406Q: 34 clusters Score -1.119844e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74828 members 
Mstep: Class 2 contains 24265 members 
Mstep: Class 3 contains 3401 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 95325 members 
Mstep: Class 6 contains 153990 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8378 members 
Mstep: Class 9 contains 75888 members 
Mstep: Class 10 contains 63320 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 59901 members 
Mstep: Class 13 contains 5802 members 
Mstep: Class 14 contains 21528 members 
Mstep: Class 15 contains 17028 members 
Mstep: Class 16 contains 13932 members 
Mstep: Class 17 contains 37877 members 
Mstep: Class 18 contains 2930 members 
Mstep: Class 19 contains 5646 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9811 members 
Mstep: Class 22 contains 10004 members 
Mstep: Class 23 contains 28650 members 
Mstep: Class 24 contains 527325 members 
Mstep: Class 25 contains 60528 members 
Mstep: Class 26 contains 6819 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69827 members 
Mstep: Class 29 contains 5904 members 
Mstep: Class 30 contains 16781 members 
Mstep: Class 31 contains 3324 members 
Mstep: Class 32 contains 23595 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984336.000000 Penalty: 116180.585938
Iteration 407Q: 34 clusters Score -1.119843e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74828 members 
Mstep: Class 2 contains 24266 members 
Mstep: Class 3 contains 3401 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 95329 members 
Mstep: Class 6 contains 153990 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8378 members 
Mstep: Class 9 contains 75888 members 
Mstep: Class 10 contains 63320 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 59899 members 
Mstep: Class 13 contains 5802 members 
Mstep: Class 14 contains 21530 members 
Mstep: Class 15 contains 17028 members 
Mstep: Class 16 contains 13932 members 
Mstep: Class 17 contains 37877 members 
Mstep: Class 18 contains 2930 members 
Mstep: Class 19 contains 5645 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9811 members 
Mstep: Class 22 contains 10004 members 
Mstep: Class 23 contains 28650 members 
Mstep: Class 24 contains 527320 members 
Mstep: Class 25 contains 60528 members 
Mstep: Class 26 contains 6819 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69826 members 
Mstep: Class 29 contains 5904 members 
Mstep: Class 30 contains 16783 members 
Mstep: Class 31 contains 3324 members 
Mstep: Class 32 contains 23595 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984360.000000 Penalty: 116180.585938
Iteration 408Q: 34 clusters Score -1.119844e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74828 members 
Mstep: Class 2 contains 24267 members 
Mstep: Class 3 contains 3400 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 95330 members 
Mstep: Class 6 contains 153990 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8378 members 
Mstep: Class 9 contains 75888 members 
Mstep: Class 10 contains 63318 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 59899 members 
Mstep: Class 13 contains 5802 members 
Mstep: Class 14 contains 21531 members 
Mstep: Class 15 contains 17028 members 
Mstep: Class 16 contains 13932 members 
Mstep: Class 17 contains 37877 members 
Mstep: Class 18 contains 2930 members 
Mstep: Class 19 contains 5645 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9811 members 
Mstep: Class 22 contains 10004 members 
Mstep: Class 23 contains 28650 members 
Mstep: Class 24 contains 527315 members 
Mstep: Class 25 contains 60528 members 
Mstep: Class 26 contains 6819 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69827 members 
Mstep: Class 29 contains 5904 members 
Mstep: Class 30 contains 16787 members 
Mstep: Class 31 contains 3324 members 
Mstep: Class 32 contains 23595 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984416.000000 Penalty: 116180.585938
Iteration 409Q: 34 clusters Score -1.119844e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74828 members 
Mstep: Class 2 contains 24267 members 
Mstep: Class 3 contains 3400 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 95331 members 
Mstep: Class 6 contains 153990 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8378 members 
Mstep: Class 9 contains 75888 members 
Mstep: Class 10 contains 63317 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 59899 members 
Mstep: Class 13 contains 5802 members 
Mstep: Class 14 contains 21531 members 
Mstep: Class 15 contains 17028 members 
Mstep: Class 16 contains 13932 members 
Mstep: Class 17 contains 37877 members 
Mstep: Class 18 contains 2930 members 
Mstep: Class 19 contains 5645 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9811 members 
Mstep: Class 22 contains 10004 members 
Mstep: Class 23 contains 28650 members 
Mstep: Class 24 contains 527310 members 
Mstep: Class 25 contains 60528 members 
Mstep: Class 26 contains 6819 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69828 members 
Mstep: Class 29 contains 5904 members 
Mstep: Class 30 contains 16791 members 
Mstep: Class 31 contains 3324 members 
Mstep: Class 32 contains 23595 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984352.000000 Penalty: 116180.585938
Iteration 410Q: 34 clusters Score -1.119844e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74828 members 
Mstep: Class 2 contains 24267 members 
Mstep: Class 3 contains 3400 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 95331 members 
Mstep: Class 6 contains 153990 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8378 members 
Mstep: Class 9 contains 75888 members 
Mstep: Class 10 contains 63316 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 59899 members 
Mstep: Class 13 contains 5802 members 
Mstep: Class 14 contains 21531 members 
Mstep: Class 15 contains 17028 members 
Mstep: Class 16 contains 13932 members 
Mstep: Class 17 contains 37877 members 
Mstep: Class 18 contains 2930 members 
Mstep: Class 19 contains 5645 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9812 members 
Mstep: Class 22 contains 10004 members 
Mstep: Class 23 contains 28650 members 
Mstep: Class 24 contains 527303 members 
Mstep: Class 25 contains 60528 members 
Mstep: Class 26 contains 6819 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69830 members 
Mstep: Class 29 contains 5904 members 
Mstep: Class 30 contains 16795 members 
Mstep: Class 31 contains 3324 members 
Mstep: Class 32 contains 23596 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984344.000000 Penalty: 116180.585938
Iteration 411Q: 34 clusters Score -1.119843e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74828 members 
Mstep: Class 2 contains 24266 members 
Mstep: Class 3 contains 3400 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 95331 members 
Mstep: Class 6 contains 153990 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8378 members 
Mstep: Class 9 contains 75887 members 
Mstep: Class 10 contains 63316 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 59899 members 
Mstep: Class 13 contains 5802 members 
Mstep: Class 14 contains 21531 members 
Mstep: Class 15 contains 17027 members 
Mstep: Class 16 contains 13932 members 
Mstep: Class 17 contains 37877 members 
Mstep: Class 18 contains 2930 members 
Mstep: Class 19 contains 5645 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9811 members 
Mstep: Class 22 contains 10004 members 
Mstep: Class 23 contains 28650 members 
Mstep: Class 24 contains 527301 members 
Mstep: Class 25 contains 60528 members 
Mstep: Class 26 contains 6819 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69834 members 
Mstep: Class 29 contains 5904 members 
Mstep: Class 30 contains 16796 members 
Mstep: Class 31 contains 3324 members 
Mstep: Class 32 contains 23597 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984376.000000 Penalty: 116180.585938
Iteration 412Q: 34 clusters Score -1.119844e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74828 members 
Mstep: Class 2 contains 24266 members 
Mstep: Class 3 contains 3400 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 95332 members 
Mstep: Class 6 contains 153990 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8378 members 
Mstep: Class 9 contains 75886 members 
Mstep: Class 10 contains 63316 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 59899 members 
Mstep: Class 13 contains 5802 members 
Mstep: Class 14 contains 21531 members 
Mstep: Class 15 contains 17027 members 
Mstep: Class 16 contains 13932 members 
Mstep: Class 17 contains 37878 members 
Mstep: Class 18 contains 2930 members 
Mstep: Class 19 contains 5645 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9811 members 
Mstep: Class 22 contains 10004 members 
Mstep: Class 23 contains 28649 members 
Mstep: Class 24 contains 527296 members 
Mstep: Class 25 contains 60528 members 
Mstep: Class 26 contains 6819 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69837 members 
Mstep: Class 29 contains 5904 members 
Mstep: Class 30 contains 16798 members 
Mstep: Class 31 contains 3324 members 
Mstep: Class 32 contains 23597 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984384.000000 Penalty: 116180.585938
Iteration 413Q: 34 clusters Score -1.119844e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74828 members 
Mstep: Class 2 contains 24266 members 
Mstep: Class 3 contains 3400 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 95331 members 
Mstep: Class 6 contains 153990 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8378 members 
Mstep: Class 9 contains 75886 members 
Mstep: Class 10 contains 63315 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 59899 members 
Mstep: Class 13 contains 5802 members 
Mstep: Class 14 contains 21531 members 
Mstep: Class 15 contains 17027 members 
Mstep: Class 16 contains 13932 members 
Mstep: Class 17 contains 37878 members 
Mstep: Class 18 contains 2930 members 
Mstep: Class 19 contains 5645 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9811 members 
Mstep: Class 22 contains 10004 members 
Mstep: Class 23 contains 28649 members 
Mstep: Class 24 contains 527289 members 
Mstep: Class 25 contains 60528 members 
Mstep: Class 26 contains 6819 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69840 members 
Mstep: Class 29 contains 5904 members 
Mstep: Class 30 contains 16802 members 
Mstep: Class 31 contains 3324 members 
Mstep: Class 32 contains 23599 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984416.000000 Penalty: 116180.585938
Iteration 414Q: 34 clusters Score -1.119844e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74828 members 
Mstep: Class 2 contains 24266 members 
Mstep: Class 3 contains 3400 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 95331 members 
Mstep: Class 6 contains 153990 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8378 members 
Mstep: Class 9 contains 75885 members 
Mstep: Class 10 contains 63314 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 59899 members 
Mstep: Class 13 contains 5802 members 
Mstep: Class 14 contains 21531 members 
Mstep: Class 15 contains 17027 members 
Mstep: Class 16 contains 13933 members 
Mstep: Class 17 contains 37878 members 
Mstep: Class 18 contains 2930 members 
Mstep: Class 19 contains 5645 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9811 members 
Mstep: Class 22 contains 10004 members 
Mstep: Class 23 contains 28648 members 
Mstep: Class 24 contains 527285 members 
Mstep: Class 25 contains 60528 members 
Mstep: Class 26 contains 6819 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69841 members 
Mstep: Class 29 contains 5904 members 
Mstep: Class 30 contains 16803 members 
Mstep: Class 31 contains 3324 members 
Mstep: Class 32 contains 23603 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984376.000000 Penalty: 116180.585938
Iteration 415Q: 34 clusters Score -1.119844e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74828 members 
Mstep: Class 2 contains 24266 members 
Mstep: Class 3 contains 3400 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 95333 members 
Mstep: Class 6 contains 153990 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8378 members 
Mstep: Class 9 contains 75882 members 
Mstep: Class 10 contains 63314 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 59899 members 
Mstep: Class 13 contains 5802 members 
Mstep: Class 14 contains 21531 members 
Mstep: Class 15 contains 17027 members 
Mstep: Class 16 contains 13933 members 
Mstep: Class 17 contains 37878 members 
Mstep: Class 18 contains 2930 members 
Mstep: Class 19 contains 5645 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9811 members 
Mstep: Class 22 contains 10004 members 
Mstep: Class 23 contains 28648 members 
Mstep: Class 24 contains 527283 members 
Mstep: Class 25 contains 60528 members 
Mstep: Class 26 contains 6819 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69843 members 
Mstep: Class 29 contains 5904 members 
Mstep: Class 30 contains 16804 members 
Mstep: Class 31 contains 3324 members 
Mstep: Class 32 contains 23603 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984408.000000 Penalty: 116180.585938
Iteration 416Q: 34 clusters Score -1.119844e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74828 members 
Mstep: Class 2 contains 24266 members 
Mstep: Class 3 contains 3400 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 95334 members 
Mstep: Class 6 contains 153990 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8378 members 
Mstep: Class 9 contains 75879 members 
Mstep: Class 10 contains 63314 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 59899 members 
Mstep: Class 13 contains 5802 members 
Mstep: Class 14 contains 21531 members 
Mstep: Class 15 contains 17027 members 
Mstep: Class 16 contains 13932 members 
Mstep: Class 17 contains 37881 members 
Mstep: Class 18 contains 2930 members 
Mstep: Class 19 contains 5645 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9811 members 
Mstep: Class 22 contains 10004 members 
Mstep: Class 23 contains 28648 members 
Mstep: Class 24 contains 527279 members 
Mstep: Class 25 contains 60528 members 
Mstep: Class 26 contains 6819 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69846 members 
Mstep: Class 29 contains 5904 members 
Mstep: Class 30 contains 16804 members 
Mstep: Class 31 contains 3324 members 
Mstep: Class 32 contains 23604 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984432.000000 Penalty: 116180.585938
Iteration 417Q: 34 clusters Score -1.119844e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74828 members 
Mstep: Class 2 contains 24266 members 
Mstep: Class 3 contains 3400 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 95337 members 
Mstep: Class 6 contains 153990 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8378 members 
Mstep: Class 9 contains 75880 members 
Mstep: Class 10 contains 63313 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 59899 members 
Mstep: Class 13 contains 5802 members 
Mstep: Class 14 contains 21531 members 
Mstep: Class 15 contains 17027 members 
Mstep: Class 16 contains 13932 members 
Mstep: Class 17 contains 37882 members 
Mstep: Class 18 contains 2930 members 
Mstep: Class 19 contains 5645 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9811 members 
Mstep: Class 22 contains 10004 members 
Mstep: Class 23 contains 28647 members 
Mstep: Class 24 contains 527272 members 
Mstep: Class 25 contains 60528 members 
Mstep: Class 26 contains 6819 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69849 members 
Mstep: Class 29 contains 5904 members 
Mstep: Class 30 contains 16804 members 
Mstep: Class 31 contains 3324 members 
Mstep: Class 32 contains 23605 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984400.000000 Penalty: 116180.585938
Iteration 418Q: 34 clusters Score -1.119844e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74828 members 
Mstep: Class 2 contains 24266 members 
Mstep: Class 3 contains 3400 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 95340 members 
Mstep: Class 6 contains 153990 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8378 members 
Mstep: Class 9 contains 75880 members 
Mstep: Class 10 contains 63312 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 59899 members 
Mstep: Class 13 contains 5802 members 
Mstep: Class 14 contains 21531 members 
Mstep: Class 15 contains 17027 members 
Mstep: Class 16 contains 13932 members 
Mstep: Class 17 contains 37882 members 
Mstep: Class 18 contains 2930 members 
Mstep: Class 19 contains 5645 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9811 members 
Mstep: Class 22 contains 10004 members 
Mstep: Class 23 contains 28647 members 
Mstep: Class 24 contains 527267 members 
Mstep: Class 25 contains 60528 members 
Mstep: Class 26 contains 6819 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69852 members 
Mstep: Class 29 contains 5904 members 
Mstep: Class 30 contains 16804 members 
Mstep: Class 31 contains 3324 members 
Mstep: Class 32 contains 23605 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984352.000000 Penalty: 116180.585938
Iteration 419Q: 34 clusters Score -1.119844e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74828 members 
Mstep: Class 2 contains 24266 members 
Mstep: Class 3 contains 3400 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 95345 members 
Mstep: Class 6 contains 153990 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8378 members 
Mstep: Class 9 contains 75880 members 
Mstep: Class 10 contains 63310 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 59898 members 
Mstep: Class 13 contains 5802 members 
Mstep: Class 14 contains 21531 members 
Mstep: Class 15 contains 17027 members 
Mstep: Class 16 contains 13932 members 
Mstep: Class 17 contains 37883 members 
Mstep: Class 18 contains 2930 members 
Mstep: Class 19 contains 5645 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9811 members 
Mstep: Class 22 contains 10004 members 
Mstep: Class 23 contains 28646 members 
Mstep: Class 24 contains 527262 members 
Mstep: Class 25 contains 60528 members 
Mstep: Class 26 contains 6819 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69855 members 
Mstep: Class 29 contains 5904 members 
Mstep: Class 30 contains 16804 members 
Mstep: Class 31 contains 3324 members 
Mstep: Class 32 contains 23605 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984352.000000 Penalty: 116180.585938
Iteration 420F: 34 clusters Score -1.119844e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74827 members 
Mstep: Class 2 contains 24266 members 
Mstep: Class 3 contains 3400 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 95348 members 
Mstep: Class 6 contains 153990 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8378 members 
Mstep: Class 9 contains 75881 members 
Mstep: Class 10 contains 63309 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 59897 members 
Mstep: Class 13 contains 5802 members 
Mstep: Class 14 contains 21531 members 
Mstep: Class 15 contains 17027 members 
Mstep: Class 16 contains 13932 members 
Mstep: Class 17 contains 37884 members 
Mstep: Class 18 contains 2930 members 
Mstep: Class 19 contains 5645 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 9811 members 
Mstep: Class 22 contains 10004 members 
Mstep: Class 23 contains 28645 members 
Mstep: Class 24 contains 527256 members 
Mstep: Class 25 contains 60528 members 
Mstep: Class 26 contains 6819 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69860 members 
Mstep: Class 29 contains 5904 members 
Mstep: Class 30 contains 16804 members 
Mstep: Class 31 contains 3324 members 
Mstep: Class 32 contains 23605 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984456.000000 Penalty: 116180.585938
Iteration 421Q: 34 clusters Score -1.119845e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74827 members 
Mstep: Class 2 contains 24266 members 
Mstep: Class 3 contains 3400 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 95351 members 
Mstep: Class 6 contains 153990 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8378 members 
Mstep: Class 9 contains 75881 members 
Mstep: Class 10 contains 63306 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 59897 members 
Mstep: Class 13 contains 5802 members 
Mstep: Class 14 contains 21531 members 
Mstep: Class 15 contains 17027 members 
Mstep: Class 16 contains 13932 members 
Mstep: Class 17 contains 37884 members 
Mstep: Class 18 contains 2930 members 
Mstep: Class 19 contains 5645 members 
Mstep: Class 20 contains 11837 members 
Mstep: Class 21 contains 9811 members 
Mstep: Class 22 contains 10004 members 
Mstep: Class 23 contains 28644 members 
Mstep: Class 24 contains 527254 members 
Mstep: Class 25 contains 60528 members 
Mstep: Class 26 contains 6819 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69862 members 
Mstep: Class 29 contains 5904 members 
Mstep: Class 30 contains 16804 members 
Mstep: Class 31 contains 3324 members 
Mstep: Class 32 contains 23605 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984424.000000 Penalty: 116180.585938
Iteration 422Q: 34 clusters Score -1.119844e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74828 members 
Mstep: Class 2 contains 24266 members 
Mstep: Class 3 contains 3400 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 95354 members 
Mstep: Class 6 contains 153990 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8378 members 
Mstep: Class 9 contains 75881 members 
Mstep: Class 10 contains 63305 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 59897 members 
Mstep: Class 13 contains 5802 members 
Mstep: Class 14 contains 21531 members 
Mstep: Class 15 contains 17027 members 
Mstep: Class 16 contains 13932 members 
Mstep: Class 17 contains 37883 members 
Mstep: Class 18 contains 2930 members 
Mstep: Class 19 contains 5645 members 
Mstep: Class 20 contains 11837 members 
Mstep: Class 21 contains 9811 members 
Mstep: Class 22 contains 10004 members 
Mstep: Class 23 contains 28643 members 
Mstep: Class 24 contains 527252 members 
Mstep: Class 25 contains 60528 members 
Mstep: Class 26 contains 6819 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69863 members 
Mstep: Class 29 contains 5904 members 
Mstep: Class 30 contains 16804 members 
Mstep: Class 31 contains 3324 members 
Mstep: Class 32 contains 23605 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984456.000000 Penalty: 116180.585938
Iteration 423Q: 34 clusters Score -1.119845e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74829 members 
Mstep: Class 2 contains 24266 members 
Mstep: Class 3 contains 3400 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 95359 members 
Mstep: Class 6 contains 153990 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8378 members 
Mstep: Class 9 contains 75881 members 
Mstep: Class 10 contains 63303 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 59896 members 
Mstep: Class 13 contains 5802 members 
Mstep: Class 14 contains 21531 members 
Mstep: Class 15 contains 17027 members 
Mstep: Class 16 contains 13932 members 
Mstep: Class 17 contains 37883 members 
Mstep: Class 18 contains 2930 members 
Mstep: Class 19 contains 5645 members 
Mstep: Class 20 contains 11837 members 
Mstep: Class 21 contains 9811 members 
Mstep: Class 22 contains 10004 members 
Mstep: Class 23 contains 28643 members 
Mstep: Class 24 contains 527249 members 
Mstep: Class 25 contains 60528 members 
Mstep: Class 26 contains 6819 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69863 members 
Mstep: Class 29 contains 5904 members 
Mstep: Class 30 contains 16804 members 
Mstep: Class 31 contains 3324 members 
Mstep: Class 32 contains 23605 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984464.000000 Penalty: 116180.585938
Iteration 424Q: 34 clusters Score -1.119845e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74829 members 
Mstep: Class 2 contains 24266 members 
Mstep: Class 3 contains 3400 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 95363 members 
Mstep: Class 6 contains 153990 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8378 members 
Mstep: Class 9 contains 75881 members 
Mstep: Class 10 contains 63301 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 59896 members 
Mstep: Class 13 contains 5802 members 
Mstep: Class 14 contains 21531 members 
Mstep: Class 15 contains 17027 members 
Mstep: Class 16 contains 13932 members 
Mstep: Class 17 contains 37883 members 
Mstep: Class 18 contains 2930 members 
Mstep: Class 19 contains 5645 members 
Mstep: Class 20 contains 11837 members 
Mstep: Class 21 contains 9811 members 
Mstep: Class 22 contains 10004 members 
Mstep: Class 23 contains 28643 members 
Mstep: Class 24 contains 527247 members 
Mstep: Class 25 contains 60528 members 
Mstep: Class 26 contains 6819 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69863 members 
Mstep: Class 29 contains 5904 members 
Mstep: Class 30 contains 16804 members 
Mstep: Class 31 contains 3324 members 
Mstep: Class 32 contains 23605 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984464.000000 Penalty: 116180.585938
Iteration 425Q: 34 clusters Score -1.119845e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74829 members 
Mstep: Class 2 contains 24266 members 
Mstep: Class 3 contains 3400 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 95367 members 
Mstep: Class 6 contains 153990 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8378 members 
Mstep: Class 9 contains 75881 members 
Mstep: Class 10 contains 63299 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 59895 members 
Mstep: Class 13 contains 5802 members 
Mstep: Class 14 contains 21531 members 
Mstep: Class 15 contains 17027 members 
Mstep: Class 16 contains 13932 members 
Mstep: Class 17 contains 37883 members 
Mstep: Class 18 contains 2930 members 
Mstep: Class 19 contains 5645 members 
Mstep: Class 20 contains 11837 members 
Mstep: Class 21 contains 9811 members 
Mstep: Class 22 contains 10004 members 
Mstep: Class 23 contains 28643 members 
Mstep: Class 24 contains 527246 members 
Mstep: Class 25 contains 60528 members 
Mstep: Class 26 contains 6819 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69863 members 
Mstep: Class 29 contains 5904 members 
Mstep: Class 30 contains 16804 members 
Mstep: Class 31 contains 3324 members 
Mstep: Class 32 contains 23605 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984472.000000 Penalty: 116180.585938
Iteration 426Q: 34 clusters Score -1.119845e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74829 members 
Mstep: Class 2 contains 24266 members 
Mstep: Class 3 contains 3400 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 95373 members 
Mstep: Class 6 contains 153990 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8378 members 
Mstep: Class 9 contains 75881 members 
Mstep: Class 10 contains 63298 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 59895 members 
Mstep: Class 13 contains 5802 members 
Mstep: Class 14 contains 21530 members 
Mstep: Class 15 contains 17027 members 
Mstep: Class 16 contains 13932 members 
Mstep: Class 17 contains 37882 members 
Mstep: Class 18 contains 2930 members 
Mstep: Class 19 contains 5645 members 
Mstep: Class 20 contains 11837 members 
Mstep: Class 21 contains 9811 members 
Mstep: Class 22 contains 10004 members 
Mstep: Class 23 contains 28643 members 
Mstep: Class 24 contains 527243 members 
Mstep: Class 25 contains 60528 members 
Mstep: Class 26 contains 6819 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69863 members 
Mstep: Class 29 contains 5904 members 
Mstep: Class 30 contains 16804 members 
Mstep: Class 31 contains 3324 members 
Mstep: Class 32 contains 23605 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984480.000000 Penalty: 116180.585938
Iteration 427Q: 34 clusters Score -1.119845e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74829 members 
Mstep: Class 2 contains 24266 members 
Mstep: Class 3 contains 3400 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 95376 members 
Mstep: Class 6 contains 153990 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8378 members 
Mstep: Class 9 contains 75880 members 
Mstep: Class 10 contains 63296 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 59895 members 
Mstep: Class 13 contains 5802 members 
Mstep: Class 14 contains 21530 members 
Mstep: Class 15 contains 17027 members 
Mstep: Class 16 contains 13932 members 
Mstep: Class 17 contains 37882 members 
Mstep: Class 18 contains 2930 members 
Mstep: Class 19 contains 5645 members 
Mstep: Class 20 contains 11837 members 
Mstep: Class 21 contains 9811 members 
Mstep: Class 22 contains 10004 members 
Mstep: Class 23 contains 28643 members 
Mstep: Class 24 contains 527243 members 
Mstep: Class 25 contains 60528 members 
Mstep: Class 26 contains 6819 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69863 members 
Mstep: Class 29 contains 5904 members 
Mstep: Class 30 contains 16804 members 
Mstep: Class 31 contains 3324 members 
Mstep: Class 32 contains 23605 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984464.000000 Penalty: 116180.585938
Iteration 428Q: 34 clusters Score -1.119845e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74829 members 
Mstep: Class 2 contains 24266 members 
Mstep: Class 3 contains 3400 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 95383 members 
Mstep: Class 6 contains 153990 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8378 members 
Mstep: Class 9 contains 75880 members 
Mstep: Class 10 contains 63293 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 59895 members 
Mstep: Class 13 contains 5802 members 
Mstep: Class 14 contains 21530 members 
Mstep: Class 15 contains 17027 members 
Mstep: Class 16 contains 13932 members 
Mstep: Class 17 contains 37882 members 
Mstep: Class 18 contains 2930 members 
Mstep: Class 19 contains 5645 members 
Mstep: Class 20 contains 11837 members 
Mstep: Class 21 contains 9811 members 
Mstep: Class 22 contains 10004 members 
Mstep: Class 23 contains 28643 members 
Mstep: Class 24 contains 527240 members 
Mstep: Class 25 contains 60527 members 
Mstep: Class 26 contains 6819 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69863 members 
Mstep: Class 29 contains 5904 members 
Mstep: Class 30 contains 16804 members 
Mstep: Class 31 contains 3324 members 
Mstep: Class 32 contains 23605 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984504.000000 Penalty: 116180.585938
Iteration 429Q: 34 clusters Score -1.119845e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74829 members 
Mstep: Class 2 contains 24266 members 
Mstep: Class 3 contains 3400 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 95390 members 
Mstep: Class 6 contains 153990 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8378 members 
Mstep: Class 9 contains 75880 members 
Mstep: Class 10 contains 63289 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 59895 members 
Mstep: Class 13 contains 5802 members 
Mstep: Class 14 contains 21530 members 
Mstep: Class 15 contains 17027 members 
Mstep: Class 16 contains 13931 members 
Mstep: Class 17 contains 37882 members 
Mstep: Class 18 contains 2930 members 
Mstep: Class 19 contains 5645 members 
Mstep: Class 20 contains 11837 members 
Mstep: Class 21 contains 9811 members 
Mstep: Class 22 contains 10004 members 
Mstep: Class 23 contains 28643 members 
Mstep: Class 24 contains 527238 members 
Mstep: Class 25 contains 60527 members 
Mstep: Class 26 contains 6819 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69863 members 
Mstep: Class 29 contains 5904 members 
Mstep: Class 30 contains 16804 members 
Mstep: Class 31 contains 3324 members 
Mstep: Class 32 contains 23605 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984488.000000 Penalty: 116180.585938
Iteration 430Q: 34 clusters Score -1.119845e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74829 members 
Mstep: Class 2 contains 24266 members 
Mstep: Class 3 contains 3400 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 95399 members 
Mstep: Class 6 contains 153990 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8378 members 
Mstep: Class 9 contains 75880 members 
Mstep: Class 10 contains 63288 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 59895 members 
Mstep: Class 13 contains 5802 members 
Mstep: Class 14 contains 21530 members 
Mstep: Class 15 contains 17027 members 
Mstep: Class 16 contains 13930 members 
Mstep: Class 17 contains 37882 members 
Mstep: Class 18 contains 2930 members 
Mstep: Class 19 contains 5645 members 
Mstep: Class 20 contains 11837 members 
Mstep: Class 21 contains 9811 members 
Mstep: Class 22 contains 10004 members 
Mstep: Class 23 contains 28643 members 
Mstep: Class 24 contains 527232 members 
Mstep: Class 25 contains 60527 members 
Mstep: Class 26 contains 6819 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69862 members 
Mstep: Class 29 contains 5904 members 
Mstep: Class 30 contains 16804 members 
Mstep: Class 31 contains 3324 members 
Mstep: Class 32 contains 23605 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984480.000000 Penalty: 116180.585938
Iteration 431Q: 34 clusters Score -1.119845e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74829 members 
Mstep: Class 2 contains 24265 members 
Mstep: Class 3 contains 3400 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 95405 members 
Mstep: Class 6 contains 153990 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8378 members 
Mstep: Class 9 contains 75880 members 
Mstep: Class 10 contains 63285 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 59896 members 
Mstep: Class 13 contains 5802 members 
Mstep: Class 14 contains 21530 members 
Mstep: Class 15 contains 17027 members 
Mstep: Class 16 contains 13930 members 
Mstep: Class 17 contains 37882 members 
Mstep: Class 18 contains 2930 members 
Mstep: Class 19 contains 5645 members 
Mstep: Class 20 contains 11837 members 
Mstep: Class 21 contains 9811 members 
Mstep: Class 22 contains 10004 members 
Mstep: Class 23 contains 28643 members 
Mstep: Class 24 contains 527229 members 
Mstep: Class 25 contains 60527 members 
Mstep: Class 26 contains 6819 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69862 members 
Mstep: Class 29 contains 5904 members 
Mstep: Class 30 contains 16804 members 
Mstep: Class 31 contains 3324 members 
Mstep: Class 32 contains 23605 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984488.000000 Penalty: 116180.585938
Iteration 432Q: 34 clusters Score -1.119845e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74829 members 
Mstep: Class 2 contains 24265 members 
Mstep: Class 3 contains 3400 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 95407 members 
Mstep: Class 6 contains 153990 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8378 members 
Mstep: Class 9 contains 75880 members 
Mstep: Class 10 contains 63286 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 59896 members 
Mstep: Class 13 contains 5802 members 
Mstep: Class 14 contains 21530 members 
Mstep: Class 15 contains 17027 members 
Mstep: Class 16 contains 13929 members 
Mstep: Class 17 contains 37882 members 
Mstep: Class 18 contains 2930 members 
Mstep: Class 19 contains 5645 members 
Mstep: Class 20 contains 11837 members 
Mstep: Class 21 contains 9811 members 
Mstep: Class 22 contains 10004 members 
Mstep: Class 23 contains 28643 members 
Mstep: Class 24 contains 527227 members 
Mstep: Class 25 contains 60527 members 
Mstep: Class 26 contains 6819 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69862 members 
Mstep: Class 29 contains 5904 members 
Mstep: Class 30 contains 16804 members 
Mstep: Class 31 contains 3324 members 
Mstep: Class 32 contains 23605 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984504.000000 Penalty: 116180.585938
Iteration 433Q: 34 clusters Score -1.119845e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74829 members 
Mstep: Class 2 contains 24265 members 
Mstep: Class 3 contains 3400 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 95412 members 
Mstep: Class 6 contains 153990 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8378 members 
Mstep: Class 9 contains 75880 members 
Mstep: Class 10 contains 63283 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 59896 members 
Mstep: Class 13 contains 5802 members 
Mstep: Class 14 contains 21530 members 
Mstep: Class 15 contains 17027 members 
Mstep: Class 16 contains 13929 members 
Mstep: Class 17 contains 37881 members 
Mstep: Class 18 contains 2930 members 
Mstep: Class 19 contains 5645 members 
Mstep: Class 20 contains 11837 members 
Mstep: Class 21 contains 9811 members 
Mstep: Class 22 contains 10004 members 
Mstep: Class 23 contains 28643 members 
Mstep: Class 24 contains 527226 members 
Mstep: Class 25 contains 60527 members 
Mstep: Class 26 contains 6819 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69862 members 
Mstep: Class 29 contains 5904 members 
Mstep: Class 30 contains 16804 members 
Mstep: Class 31 contains 3324 members 
Mstep: Class 32 contains 23605 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984448.000000 Penalty: 116180.585938
Iteration 434Q: 34 clusters Score -1.119844e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74829 members 
Mstep: Class 2 contains 24265 members 
Mstep: Class 3 contains 3400 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 95420 members 
Mstep: Class 6 contains 153988 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8378 members 
Mstep: Class 9 contains 75880 members 
Mstep: Class 10 contains 63282 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 59894 members 
Mstep: Class 13 contains 5802 members 
Mstep: Class 14 contains 21530 members 
Mstep: Class 15 contains 17027 members 
Mstep: Class 16 contains 13929 members 
Mstep: Class 17 contains 37881 members 
Mstep: Class 18 contains 2930 members 
Mstep: Class 19 contains 5645 members 
Mstep: Class 20 contains 11837 members 
Mstep: Class 21 contains 9811 members 
Mstep: Class 22 contains 10004 members 
Mstep: Class 23 contains 28643 members 
Mstep: Class 24 contains 527222 members 
Mstep: Class 25 contains 60527 members 
Mstep: Class 26 contains 6819 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69862 members 
Mstep: Class 29 contains 5904 members 
Mstep: Class 30 contains 16804 members 
Mstep: Class 31 contains 3324 members 
Mstep: Class 32 contains 23606 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984496.000000 Penalty: 116180.585938
Iteration 435Q: 34 clusters Score -1.119845e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74829 members 
Mstep: Class 2 contains 24265 members 
Mstep: Class 3 contains 3400 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 95423 members 
Mstep: Class 6 contains 153988 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8378 members 
Mstep: Class 9 contains 75880 members 
Mstep: Class 10 contains 63281 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 59894 members 
Mstep: Class 13 contains 5802 members 
Mstep: Class 14 contains 21530 members 
Mstep: Class 15 contains 17027 members 
Mstep: Class 16 contains 13929 members 
Mstep: Class 17 contains 37880 members 
Mstep: Class 18 contains 2930 members 
Mstep: Class 19 contains 5645 members 
Mstep: Class 20 contains 11837 members 
Mstep: Class 21 contains 9811 members 
Mstep: Class 22 contains 10004 members 
Mstep: Class 23 contains 28643 members 
Mstep: Class 24 contains 527221 members 
Mstep: Class 25 contains 60527 members 
Mstep: Class 26 contains 6819 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69862 members 
Mstep: Class 29 contains 5904 members 
Mstep: Class 30 contains 16804 members 
Mstep: Class 31 contains 3324 members 
Mstep: Class 32 contains 23606 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984576.000000 Penalty: 116180.585938
Iteration 436Q: 34 clusters Score -1.119846e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74828 members 
Mstep: Class 2 contains 24265 members 
Mstep: Class 3 contains 3400 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 95426 members 
Mstep: Class 6 contains 153988 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8378 members 
Mstep: Class 9 contains 75880 members 
Mstep: Class 10 contains 63281 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 59893 members 
Mstep: Class 13 contains 5802 members 
Mstep: Class 14 contains 21530 members 
Mstep: Class 15 contains 17027 members 
Mstep: Class 16 contains 13929 members 
Mstep: Class 17 contains 37879 members 
Mstep: Class 18 contains 2930 members 
Mstep: Class 19 contains 5645 members 
Mstep: Class 20 contains 11837 members 
Mstep: Class 21 contains 9811 members 
Mstep: Class 22 contains 10004 members 
Mstep: Class 23 contains 28642 members 
Mstep: Class 24 contains 527222 members 
Mstep: Class 25 contains 60527 members 
Mstep: Class 26 contains 6819 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69862 members 
Mstep: Class 29 contains 5904 members 
Mstep: Class 30 contains 16804 members 
Mstep: Class 31 contains 3324 members 
Mstep: Class 32 contains 23606 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984592.000000 Penalty: 116180.585938
Iteration 437Q: 34 clusters Score -1.119846e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74828 members 
Mstep: Class 2 contains 24265 members 
Mstep: Class 3 contains 3400 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 95427 members 
Mstep: Class 6 contains 153988 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8378 members 
Mstep: Class 9 contains 75880 members 
Mstep: Class 10 contains 63280 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 59893 members 
Mstep: Class 13 contains 5802 members 
Mstep: Class 14 contains 21529 members 
Mstep: Class 15 contains 17027 members 
Mstep: Class 16 contains 13929 members 
Mstep: Class 17 contains 37879 members 
Mstep: Class 18 contains 2930 members 
Mstep: Class 19 contains 5645 members 
Mstep: Class 20 contains 11837 members 
Mstep: Class 21 contains 9811 members 
Mstep: Class 22 contains 10004 members 
Mstep: Class 23 contains 28643 members 
Mstep: Class 24 contains 527222 members 
Mstep: Class 25 contains 60527 members 
Mstep: Class 26 contains 6819 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69862 members 
Mstep: Class 29 contains 5904 members 
Mstep: Class 30 contains 16804 members 
Mstep: Class 31 contains 3324 members 
Mstep: Class 32 contains 23606 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984560.000000 Penalty: 116180.585938
Iteration 438Q: 34 clusters Score -1.119846e+08 nChanged 2
Entering ConstructFrom: 
Score: -111984560.000000 Penalty: 116180.585938
Entering ConstructFrom: 
Trying to split cluster 1 (74828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74828 members 
Entering Unmasked Estep 
Score: -6036703.000000 Penalty: 2783.290771
	Iteration 0F: 2 clusters Score -6036703 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37278 members 
Mstep: Class 2 contains 37550 members 
Entering Unmasked Estep 
Score: -5986723.000000 Penalty: 5566.581543
	Iteration 0F: 3 clusters Score -5986723 nChanged 35032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35750 members 
Mstep: Class 2 contains 39078 members 
Entering Unmasked Estep 
Score: -6007107.000000 Penalty: 5566.581543
	Iteration 1F: 3 clusters Score -6007107 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34531 members 
Mstep: Class 2 contains 40297 members 
Entering Unmasked Estep 
Score: -6008604.500000 Penalty: 5566.581543
	Iteration 2Q: 3 clusters Score -6008604 nChanged 4021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32642 members 
Mstep: Class 2 contains 42186 members 
Entering Unmasked Estep 
Score: -6010720.000000 Penalty: 5566.581543
	Iteration 3F: 3 clusters Score -6010720 nChanged 5015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29833 members 
Mstep: Class 2 contains 44995 members 
Entering Unmasked Estep 
Score: -6014055.000000 Penalty: 5566.581543
	Iteration 4F: 3 clusters Score -6014055 nChanged 5876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26159 members 
Mstep: Class 2 contains 48669 members 
Entering Unmasked Estep 
Score: -6018652.500000 Penalty: 5566.581543
	Iteration 5F: 3 clusters Score -6018652 nChanged 5912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22297 members 
Mstep: Class 2 contains 52531 members 
Entering Unmasked Estep 
Score: -6023376.000000 Penalty: 5566.581543
	Iteration 6F: 3 clusters Score -6023376 nChanged 4961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18922 members 
Mstep: Class 2 contains 55906 members 
Entering Unmasked Estep 
Score: -6026843.500000 Penalty: 5566.581543
	Iteration 7F: 3 clusters Score -6026844 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 58485 members 
Entering Unmasked Estep 
Score: -6028960.500000 Penalty: 5566.581543
	Iteration 8Q: 3 clusters Score -6028960 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 60528 members 
Entering Unmasked Estep 
Score: -6030268.500000 Penalty: 5566.581543
	Iteration 9Q: 3 clusters Score -6030268 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 62188 members 
Entering Unmasked Estep 
Score: -6031230.000000 Penalty: 5566.581543
	Iteration 10Q: 3 clusters Score -6031230 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 63582 members 
Entering Unmasked Estep 
Score: -6032011.000000 Penalty: 5566.581543
	Iteration 11Q: 3 clusters Score -6032011 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 64712 members 
Entering Unmasked Estep 
Score: -6032622.500000 Penalty: 5566.581543
	Iteration 12Q: 3 clusters Score -6032622 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 65683 members 
Entering Unmasked Estep 
Score: -6033199.000000 Penalty: 5566.581543
	Iteration 13Q: 3 clusters Score -6033199 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 66471 members 
Entering Unmasked Estep 
Score: -6033631.000000 Penalty: 5566.581543
	Iteration 14Q: 3 clusters Score -6033631 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 67062 members 
Entering Unmasked Estep 
Score: -6034012.000000 Penalty: 5566.581543
	Iteration 15Q: 3 clusters Score -6034012 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 67517 members 
Entering Unmasked Estep 
Score: -6034410.500000 Penalty: 5566.581543
	Iteration 16Q: 3 clusters Score -6034410 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 67833 members 
Entering Unmasked Estep 
Score: -6034616.500000 Penalty: 5566.581543
	Iteration 17Q: 3 clusters Score -6034616 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 68045 members 
Entering Unmasked Estep 
Score: -6034754.500000 Penalty: 5566.581543
	Iteration 18Q: 3 clusters Score -6034754 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 68204 members 
Entering Unmasked Estep 
Score: -6034838.000000 Penalty: 5566.581543
	Iteration 19Q: 3 clusters Score -6034838 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 68345 members 
Entering Unmasked Estep 
Score: -6034916.500000 Penalty: 5566.581543
	Iteration 20F: 3 clusters Score -6034916 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 68470 members 
Entering Unmasked Estep 
Score: -6034947.500000 Penalty: 5566.581543
	Iteration 21Q: 3 clusters Score -6034948 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 68579 members 
Entering Unmasked Estep 
Score: -6035001.500000 Penalty: 5566.581543
	Iteration 22Q: 3 clusters Score -6035002 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 68669 members 
Entering Unmasked Estep 
Score: -6035032.000000 Penalty: 5566.581543
	Iteration 23Q: 3 clusters Score -6035032 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 68742 members 
Entering Unmasked Estep 
Score: -6035041.500000 Penalty: 5566.581543
	Iteration 24Q: 3 clusters Score -6035042 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 68808 members 
Entering Unmasked Estep 
Score: -6035061.500000 Penalty: 5566.581543
	Iteration 25Q: 3 clusters Score -6035062 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 68869 members 
Entering Unmasked Estep 
Score: -6035051.000000 Penalty: 5566.581543
	Iteration 26Q: 3 clusters Score -6035051 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 68924 members 
Entering Unmasked Estep 
Score: -6035073.500000 Penalty: 5566.581543
	Iteration 27Q: 3 clusters Score -6035074 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 68963 members 
Entering Unmasked Estep 
Score: -6035088.000000 Penalty: 5566.581543
	Iteration 28Q: 3 clusters Score -6035088 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 69010 members 
Entering Unmasked Estep 
Score: -6035081.000000 Penalty: 5566.581543
	Iteration 29Q: 3 clusters Score -6035081 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 69044 members 
Entering Unmasked Estep 
Score: -6035080.000000 Penalty: 5566.581543
	Iteration 30Q: 3 clusters Score -6035080 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 69083 members 
Entering Unmasked Estep 
Score: -6035071.500000 Penalty: 5566.581543
	Iteration 31Q: 3 clusters Score -6035072 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 69115 members 
Entering Unmasked Estep 
Score: -6035075.500000 Penalty: 5566.581543
	Iteration 32Q: 3 clusters Score -6035076 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 69151 members 
Entering Unmasked Estep 
Score: -6035071.000000 Penalty: 5566.581543
	Iteration 33Q: 3 clusters Score -6035071 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 69168 members 
Entering Unmasked Estep 
Score: -6035073.500000 Penalty: 5566.581543
	Iteration 34Q: 3 clusters Score -6035074 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 69184 members 
Entering Unmasked Estep 
Score: -6035074.000000 Penalty: 5566.581543
	Iteration 35Q: 3 clusters Score -6035074 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 69197 members 
Entering Unmasked Estep 
Score: -6035069.500000 Penalty: 5566.581543
	Iteration 36Q: 3 clusters Score -6035070 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 69206 members 
Entering Unmasked Estep 
Score: -6035080.500000 Penalty: 5566.581543
	Iteration 37Q: 3 clusters Score -6035080 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 69219 members 
Entering Unmasked Estep 
Score: -6035076.000000 Penalty: 5566.581543
	Iteration 38Q: 3 clusters Score -6035076 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 69229 members 
Entering Unmasked Estep 
Score: -6035072.500000 Penalty: 5566.581543
	Iteration 39Q: 3 clusters Score -6035072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 69235 members 
Entering Unmasked Estep 
Score: -6035077.000000 Penalty: 5566.581543
	Iteration 40F: 3 clusters Score -6035077 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 69240 members 
Entering Unmasked Estep 
Score: -6035078.000000 Penalty: 5566.581543
	Iteration 41Q: 3 clusters Score -6035078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 69248 members 
Entering Unmasked Estep 
Score: -6035088.000000 Penalty: 5566.581543
	Iteration 42Q: 3 clusters Score -6035088 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 69251 members 
Entering Unmasked Estep 
Score: -6035080.500000 Penalty: 5566.581543
	Iteration 43Q: 3 clusters Score -6035080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 69253 members 
Entering Unmasked Estep 
Score: -6035082.500000 Penalty: 5566.581543
	Iteration 44Q: 3 clusters Score -6035082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 69255 members 
Entering Unmasked Estep 
Score: -6035086.500000 Penalty: 5566.581543
	Iteration 45Q: 3 clusters Score -6035086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 69256 members 
Entering Unmasked Estep 
Score: -6035086.500000 Penalty: 5566.581543
	Iteration 46Q: 3 clusters Score -6035086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 69261 members 
Entering Unmasked Estep 
Score: -6035083.500000 Penalty: 5566.581543
	Iteration 47Q: 3 clusters Score -6035084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 69261 members 
Entering Unmasked Estep 
Score: -6035083.500000 Penalty: 5566.581543
	Iteration 48F: 3 clusters Score -6035084 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (24265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24265 members 
Entering Unmasked Estep 
Score: -1910978.750000 Penalty: 2504.003906
	Iteration 0F: 2 clusters Score -1910979 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -1894227.000000 Penalty: 5008.007812
	Iteration 0F: 3 clusters Score -1894227 nChanged 10728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -1900240.625000 Penalty: 5008.007812
	Iteration 1F: 3 clusters Score -1900241 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -1900990.875000 Penalty: 5008.007812
	Iteration 2F: 3 clusters Score -1900991 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -1901756.750000 Penalty: 5008.007812
	Iteration 3F: 3 clusters Score -1901757 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -1902536.875000 Penalty: 5008.007812
	Iteration 4F: 3 clusters Score -1902537 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -1903285.500000 Penalty: 5008.007812
	Iteration 5F: 3 clusters Score -1903286 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -1903965.625000 Penalty: 5008.007812
	Iteration 6F: 3 clusters Score -1903966 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -1904595.750000 Penalty: 5008.007812
	Iteration 7F: 3 clusters Score -1904596 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -1905164.625000 Penalty: 5008.007812
	Iteration 8Q: 3 clusters Score -1905165 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -1905652.125000 Penalty: 5008.007812
	Iteration 9Q: 3 clusters Score -1905652 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -1906049.625000 Penalty: 5008.007812
	Iteration 10Q: 3 clusters Score -1906050 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -1906355.125000 Penalty: 5008.007812
	Iteration 11Q: 3 clusters Score -1906355 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
Score: -1906597.000000 Penalty: 5008.007812
	Iteration 12Q: 3 clusters Score -1906597 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -1906825.000000 Penalty: 5008.007812
	Iteration 13Q: 3 clusters Score -1906825 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 15563 members 
Entering Unmasked Estep 
Score: -1907028.375000 Penalty: 5008.007812
	Iteration 14Q: 3 clusters Score -1907028 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -1907229.125000 Penalty: 5008.007812
	Iteration 15Q: 3 clusters Score -1907229 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -1907371.625000 Penalty: 5008.007812
	Iteration 16Q: 3 clusters Score -1907372 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -1907476.500000 Penalty: 5008.007812
	Iteration 17Q: 3 clusters Score -1907476 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 16519 members 
Entering Unmasked Estep 
Score: -1907569.000000 Penalty: 5008.007812
	Iteration 18Q: 3 clusters Score -1907569 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -1907636.875000 Penalty: 5008.007812
	Iteration 19Q: 3 clusters Score -1907637 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -1907710.875000 Penalty: 5008.007812
	Iteration 20F: 3 clusters Score -1907711 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 17126 members 
Entering Unmasked Estep 
Score: -1907763.250000 Penalty: 5008.007812
	Iteration 21Q: 3 clusters Score -1907763 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 17318 members 
Entering Unmasked Estep 
Score: -1907800.750000 Penalty: 5008.007812
	Iteration 22Q: 3 clusters Score -1907801 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 17492 members 
Entering Unmasked Estep 
Score: -1907853.625000 Penalty: 5008.007812
	Iteration 23Q: 3 clusters Score -1907854 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 17659 members 
Entering Unmasked Estep 
Score: -1907900.125000 Penalty: 5008.007812
	Iteration 24Q: 3 clusters Score -1907900 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 17846 members 
Entering Unmasked Estep 
Score: -1907944.625000 Penalty: 5008.007812
	Iteration 25Q: 3 clusters Score -1907945 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 18019 members 
Entering Unmasked Estep 
Score: -1907985.625000 Penalty: 5008.007812
	Iteration 26Q: 3 clusters Score -1907986 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 18187 members 
Entering Unmasked Estep 
Score: -1908027.750000 Penalty: 5008.007812
	Iteration 27Q: 3 clusters Score -1908028 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 18343 members 
Entering Unmasked Estep 
Score: -1908057.625000 Penalty: 5008.007812
	Iteration 28Q: 3 clusters Score -1908058 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 18510 members 
Entering Unmasked Estep 
Score: -1908103.375000 Penalty: 5008.007812
	Iteration 29Q: 3 clusters Score -1908103 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 18668 members 
Entering Unmasked Estep 
Score: -1908139.750000 Penalty: 5008.007812
	Iteration 30Q: 3 clusters Score -1908140 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 18835 members 
Entering Unmasked Estep 
Score: -1908183.500000 Penalty: 5008.007812
	Iteration 31Q: 3 clusters Score -1908184 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 19007 members 
Entering Unmasked Estep 
Score: -1908229.250000 Penalty: 5008.007812
	Iteration 32Q: 3 clusters Score -1908229 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 19184 members 
Entering Unmasked Estep 
Score: -1908283.625000 Penalty: 5008.007812
	Iteration 33Q: 3 clusters Score -1908284 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 19384 members 
Entering Unmasked Estep 
Score: -1908342.375000 Penalty: 5008.007812
	Iteration 34Q: 3 clusters Score -1908342 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 19571 members 
Entering Unmasked Estep 
Score: -1908399.375000 Penalty: 5008.007812
	Iteration 35Q: 3 clusters Score -1908399 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 19759 members 
Entering Unmasked Estep 
Score: -1908463.000000 Penalty: 5008.007812
	Iteration 36Q: 3 clusters Score -1908463 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 19937 members 
Entering Unmasked Estep 
Score: -1908505.125000 Penalty: 5008.007812
	Iteration 37Q: 3 clusters Score -1908505 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 20100 members 
Entering Unmasked Estep 
Score: -1908543.000000 Penalty: 5008.007812
	Iteration 38Q: 3 clusters Score -1908543 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 20239 members 
Entering Unmasked Estep 
Score: -1908576.000000 Penalty: 5008.007812
	Iteration 39Q: 3 clusters Score -1908576 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 20370 members 
Entering Unmasked Estep 
Score: -1908608.375000 Penalty: 5008.007812
	Iteration 40F: 3 clusters Score -1908608 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 20509 members 
Entering Unmasked Estep 
Score: -1908650.250000 Penalty: 5008.007812
	Iteration 41Q: 3 clusters Score -1908650 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 20627 members 
Entering Unmasked Estep 
Score: -1908671.625000 Penalty: 5008.007812
	Iteration 42Q: 3 clusters Score -1908672 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 20742 members 
Entering Unmasked Estep 
Score: -1908702.750000 Penalty: 5008.007812
	Iteration 43Q: 3 clusters Score -1908703 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 20869 members 
Entering Unmasked Estep 
Score: -1908730.875000 Penalty: 5008.007812
	Iteration 44Q: 3 clusters Score -1908731 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 20999 members 
Entering Unmasked Estep 
Score: -1908765.000000 Penalty: 5008.007812
	Iteration 45Q: 3 clusters Score -1908765 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 21112 members 
Entering Unmasked Estep 
Score: -1908794.375000 Penalty: 5008.007812
	Iteration 46Q: 3 clusters Score -1908794 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 21209 members 
Entering Unmasked Estep 
Score: -1908819.625000 Penalty: 5008.007812
	Iteration 47Q: 3 clusters Score -1908820 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 21300 members 
Entering Unmasked Estep 
Score: -1908850.000000 Penalty: 5008.007812
	Iteration 48Q: 3 clusters Score -1908850 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 21386 members 
Entering Unmasked Estep 
Score: -1908861.250000 Penalty: 5008.007812
	Iteration 49Q: 3 clusters Score -1908861 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 21469 members 
Entering Unmasked Estep 
Score: -1908883.000000 Penalty: 5008.007812
	Iteration 50Q: 3 clusters Score -1908883 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 21543 members 
Entering Unmasked Estep 
Score: -1908899.500000 Penalty: 5008.007812
	Iteration 51Q: 3 clusters Score -1908900 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 21614 members 
Entering Unmasked Estep 
Score: -1908915.750000 Penalty: 5008.007812
	Iteration 52Q: 3 clusters Score -1908916 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 21672 members 
Entering Unmasked Estep 
Score: -1908922.625000 Penalty: 5008.007812
	Iteration 53Q: 3 clusters Score -1908923 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 21716 members 
Entering Unmasked Estep 
Score: -1908927.250000 Penalty: 5008.007812
	Iteration 54Q: 3 clusters Score -1908927 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 21755 members 
Entering Unmasked Estep 
Score: -1908929.125000 Penalty: 5008.007812
	Iteration 55Q: 3 clusters Score -1908929 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 21795 members 
Entering Unmasked Estep 
Score: -1908944.500000 Penalty: 5008.007812
	Iteration 56Q: 3 clusters Score -1908944 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 21834 members 
Entering Unmasked Estep 
Score: -1908954.750000 Penalty: 5008.007812
	Iteration 57Q: 3 clusters Score -1908955 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 21870 members 
Entering Unmasked Estep 
Score: -1908960.625000 Penalty: 5008.007812
	Iteration 58Q: 3 clusters Score -1908961 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 21904 members 
Entering Unmasked Estep 
Score: -1908965.375000 Penalty: 5008.007812
	Iteration 59Q: 3 clusters Score -1908965 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 21931 members 
Entering Unmasked Estep 
Score: -1908974.000000 Penalty: 5008.007812
	Iteration 60F: 3 clusters Score -1908974 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 21959 members 
Entering Unmasked Estep 
Score: -1908979.875000 Penalty: 5008.007812
	Iteration 61Q: 3 clusters Score -1908980 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 21990 members 
Entering Unmasked Estep 
Score: -1908986.875000 Penalty: 5008.007812
	Iteration 62Q: 3 clusters Score -1908987 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 22020 members 
Entering Unmasked Estep 
Score: -1908997.750000 Penalty: 5008.007812
	Iteration 63Q: 3 clusters Score -1908998 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 22041 members 
Entering Unmasked Estep 
Score: -1909005.375000 Penalty: 5008.007812
	Iteration 64Q: 3 clusters Score -1909005 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 22063 members 
Entering Unmasked Estep 
Score: -1909010.375000 Penalty: 5008.007812
	Iteration 65Q: 3 clusters Score -1909010 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 22083 members 
Entering Unmasked Estep 
Score: -1909016.375000 Penalty: 5008.007812
	Iteration 66Q: 3 clusters Score -1909016 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 22104 members 
Entering Unmasked Estep 
Score: -1909014.125000 Penalty: 5008.007812
	Iteration 67Q: 3 clusters Score -1909014 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 22125 members 
Entering Unmasked Estep 
Score: -1909015.375000 Penalty: 5008.007812
	Iteration 68Q: 3 clusters Score -1909015 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 22152 members 
Entering Unmasked Estep 
Score: -1909023.125000 Penalty: 5008.007812
	Iteration 69Q: 3 clusters Score -1909023 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 22177 members 
Entering Unmasked Estep 
Score: -1909030.250000 Penalty: 5008.007812
	Iteration 70Q: 3 clusters Score -1909030 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 22208 members 
Entering Unmasked Estep 
Score: -1909039.250000 Penalty: 5008.007812
	Iteration 71Q: 3 clusters Score -1909039 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 22245 members 
Entering Unmasked Estep 
Score: -1909051.500000 Penalty: 5008.007812
	Iteration 72Q: 3 clusters Score -1909052 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 22282 members 
Entering Unmasked Estep 
Score: -1909063.125000 Penalty: 5008.007812
	Iteration 73Q: 3 clusters Score -1909063 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 22319 members 
Entering Unmasked Estep 
Score: -1909067.375000 Penalty: 5008.007812
	Iteration 74Q: 3 clusters Score -1909067 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 22356 members 
Entering Unmasked Estep 
Score: -1909078.500000 Penalty: 5008.007812
	Iteration 75Q: 3 clusters Score -1909078 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 22387 members 
Entering Unmasked Estep 
Score: -1909083.375000 Penalty: 5008.007812
	Iteration 76Q: 3 clusters Score -1909083 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 22424 members 
Entering Unmasked Estep 
Score: -1909096.375000 Penalty: 5008.007812
	Iteration 77Q: 3 clusters Score -1909096 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 22450 members 
Entering Unmasked Estep 
Score: -1909110.000000 Penalty: 5008.007812
	Iteration 78Q: 3 clusters Score -1909110 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 22468 members 
Entering Unmasked Estep 
Score: -1909109.875000 Penalty: 5008.007812
	Iteration 79Q: 3 clusters Score -1909110 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 22481 members 
Entering Unmasked Estep 
Score: -1909117.125000 Penalty: 5008.007812
	Iteration 80F: 3 clusters Score -1909117 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 22498 members 
Entering Unmasked Estep 
Score: -1909117.500000 Penalty: 5008.007812
	Iteration 81Q: 3 clusters Score -1909118 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 22518 members 
Entering Unmasked Estep 
Score: -1909122.500000 Penalty: 5008.007812
	Iteration 82Q: 3 clusters Score -1909122 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 22541 members 
Entering Unmasked Estep 
Score: -1909127.000000 Penalty: 5008.007812
	Iteration 83Q: 3 clusters Score -1909127 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 22565 members 
Entering Unmasked Estep 
Score: -1909131.625000 Penalty: 5008.007812
	Iteration 84Q: 3 clusters Score -1909132 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 22593 members 
Entering Unmasked Estep 
Score: -1909141.625000 Penalty: 5008.007812
	Iteration 85Q: 3 clusters Score -1909142 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 22622 members 
Entering Unmasked Estep 
Score: -1909148.625000 Penalty: 5008.007812
	Iteration 86Q: 3 clusters Score -1909149 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 22646 members 
Entering Unmasked Estep 
Score: -1909162.375000 Penalty: 5008.007812
	Iteration 87Q: 3 clusters Score -1909162 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 22668 members 
Entering Unmasked Estep 
Score: -1909175.125000 Penalty: 5008.007812
	Iteration 88Q: 3 clusters Score -1909175 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 22688 members 
Entering Unmasked Estep 
Score: -1909186.375000 Penalty: 5008.007812
	Iteration 89Q: 3 clusters Score -1909186 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 22714 members 
Entering Unmasked Estep 
Score: -1909192.625000 Penalty: 5008.007812
	Iteration 90Q: 3 clusters Score -1909193 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 22739 members 
Entering Unmasked Estep 
Score: -1909198.375000 Penalty: 5008.007812
	Iteration 91Q: 3 clusters Score -1909198 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 22755 members 
Entering Unmasked Estep 
Score: -1909210.125000 Penalty: 5008.007812
	Iteration 92Q: 3 clusters Score -1909210 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 22780 members 
Entering Unmasked Estep 
Score: -1909216.375000 Penalty: 5008.007812
	Iteration 93Q: 3 clusters Score -1909216 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 22802 members 
Entering Unmasked Estep 
Score: -1909225.625000 Penalty: 5008.007812
	Iteration 94Q: 3 clusters Score -1909226 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 22823 members 
Entering Unmasked Estep 
Score: -1909231.000000 Penalty: 5008.007812
	Iteration 95Q: 3 clusters Score -1909231 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 22838 members 
Entering Unmasked Estep 
Score: -1909233.375000 Penalty: 5008.007812
	Iteration 96Q: 3 clusters Score -1909233 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 22847 members 
Entering Unmasked Estep 
Score: -1909238.625000 Penalty: 5008.007812
	Iteration 97Q: 3 clusters Score -1909239 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 22858 members 
Entering Unmasked Estep 
Score: -1909238.375000 Penalty: 5008.007812
	Iteration 98Q: 3 clusters Score -1909238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 22864 members 
Entering Unmasked Estep 
Score: -1909236.875000 Penalty: 5008.007812
	Iteration 99Q: 3 clusters Score -1909237 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 22871 members 
Entering Unmasked Estep 
Score: -1909240.000000 Penalty: 5008.007812
	Iteration 100F: 3 clusters Score -1909240 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 22880 members 
Entering Unmasked Estep 
Score: -1909243.750000 Penalty: 5008.007812
	Iteration 101Q: 3 clusters Score -1909244 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 22893 members 
Entering Unmasked Estep 
Score: -1909246.875000 Penalty: 5008.007812
	Iteration 102Q: 3 clusters Score -1909247 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 22903 members 
Entering Unmasked Estep 
Score: -1909251.375000 Penalty: 5008.007812
	Iteration 103Q: 3 clusters Score -1909251 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 22912 members 
Entering Unmasked Estep 
Score: -1909252.125000 Penalty: 5008.007812
	Iteration 104Q: 3 clusters Score -1909252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 22917 members 
Entering Unmasked Estep 
Score: -1909258.875000 Penalty: 5008.007812
	Iteration 105Q: 3 clusters Score -1909259 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 22919 members 
Entering Unmasked Estep 
Score: -1909256.625000 Penalty: 5008.007812
	Iteration 106Q: 3 clusters Score -1909257 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 22925 members 
Entering Unmasked Estep 
Score: -1909257.875000 Penalty: 5008.007812
	Iteration 107Q: 3 clusters Score -1909258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 22927 members 
Entering Unmasked Estep 
Score: -1909259.875000 Penalty: 5008.007812
	Iteration 108Q: 3 clusters Score -1909260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 22932 members 
Entering Unmasked Estep 
Score: -1909261.250000 Penalty: 5008.007812
	Iteration 109Q: 3 clusters Score -1909261 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 22934 members 
Entering Unmasked Estep 
Score: -1909261.375000 Penalty: 5008.007812
	Iteration 110Q: 3 clusters Score -1909261 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 22936 members 
Entering Unmasked Estep 
Score: -1909262.750000 Penalty: 5008.007812
	Iteration 111Q: 3 clusters Score -1909263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 22937 members 
Entering Unmasked Estep 
Score: -1909261.875000 Penalty: 5008.007812
	Iteration 112Q: 3 clusters Score -1909262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 22938 members 
Entering Unmasked Estep 
Score: -1909263.500000 Penalty: 5008.007812
	Iteration 113Q: 3 clusters Score -1909264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 22938 members 
Entering Unmasked Estep 
Score: -1909263.500000 Penalty: 5008.007812
	Iteration 114F: 3 clusters Score -1909264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Entering Unmasked Estep 
Score: -220660.578125 Penalty: 2016.619629
	Iteration 0F: 2 clusters Score -220660.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -217128.656250 Penalty: 4033.239258
	Iteration 0F: 3 clusters Score -217128.7 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -217969.843750 Penalty: 4033.239258
	Iteration 1F: 3 clusters Score -217969.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -218228.000000 Penalty: 4033.239258
	Iteration 2F: 3 clusters Score -218228 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -218447.031250 Penalty: 4033.239258
	Iteration 3F: 3 clusters Score -218447 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -218650.000000 Penalty: 4033.239258
	Iteration 4F: 3 clusters Score -218650 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -218825.390625 Penalty: 4033.239258
	Iteration 5Q: 3 clusters Score -218825.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -219001.718750 Penalty: 4033.239258
	Iteration 6Q: 3 clusters Score -219001.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -219204.859375 Penalty: 4033.239258
	Iteration 7Q: 3 clusters Score -219204.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -219354.062500 Penalty: 4033.239258
	Iteration 8Q: 3 clusters Score -219354.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -219480.093750 Penalty: 4033.239258
	Iteration 9Q: 3 clusters Score -219480.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -219578.109375 Penalty: 4033.239258
	Iteration 10Q: 3 clusters Score -219578.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -219672.968750 Penalty: 4033.239258
	Iteration 11Q: 3 clusters Score -219673 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -219743.937500 Penalty: 4033.239258
	Iteration 12Q: 3 clusters Score -219743.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -219808.671875 Penalty: 4033.239258
	Iteration 13Q: 3 clusters Score -219808.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -219846.656250 Penalty: 4033.239258
	Iteration 14Q: 3 clusters Score -219846.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -219883.656250 Penalty: 4033.239258
	Iteration 15Q: 3 clusters Score -219883.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -219924.765625 Penalty: 4033.239258
	Iteration 16Q: 3 clusters Score -219924.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -219960.765625 Penalty: 4033.239258
	Iteration 17Q: 3 clusters Score -219960.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -219978.968750 Penalty: 4033.239258
	Iteration 18Q: 3 clusters Score -219979 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -219988.984375 Penalty: 4033.239258
	Iteration 19Q: 3 clusters Score -219989 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -220000.296875 Penalty: 4033.239258
	Iteration 20F: 3 clusters Score -220000.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -220011.437500 Penalty: 4033.239258
	Iteration 21Q: 3 clusters Score -220011.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -220018.515625 Penalty: 4033.239258
	Iteration 22Q: 3 clusters Score -220018.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -220023.093750 Penalty: 4033.239258
	Iteration 23Q: 3 clusters Score -220023.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -220034.125000 Penalty: 4033.239258
	Iteration 24Q: 3 clusters Score -220034.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -220039.734375 Penalty: 4033.239258
	Iteration 25Q: 3 clusters Score -220039.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -220042.125000 Penalty: 4033.239258
	Iteration 26Q: 3 clusters Score -220042.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -220043.296875 Penalty: 4033.239258
	Iteration 27Q: 3 clusters Score -220043.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -220044.562500 Penalty: 4033.239258
	Iteration 28Q: 3 clusters Score -220044.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -220046.500000 Penalty: 4033.239258
	Iteration 29Q: 3 clusters Score -220046.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -220046.500000 Penalty: 4033.239258
	Iteration 30Q: 3 clusters Score -220046.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -220046.500000 Penalty: 4033.239258
	Iteration 31F: 3 clusters Score -220046.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Entering Unmasked Estep 
Score: -274436.093750 Penalty: 2028.093506
	Iteration 0F: 2 clusters Score -274436.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -270794.875000 Penalty: 4056.187012
	Iteration 0F: 3 clusters Score -270794.9 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -271575.937500 Penalty: 4056.187012
	Iteration 1F: 3 clusters Score -271575.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -271768.562500 Penalty: 4056.187012
	Iteration 2F: 3 clusters Score -271768.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -271891.312500 Penalty: 4056.187012
	Iteration 3Q: 3 clusters Score -271891.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -271971.187500 Penalty: 4056.187012
	Iteration 4Q: 3 clusters Score -271971.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -272022.031250 Penalty: 4056.187012
	Iteration 5Q: 3 clusters Score -272022 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -272062.781250 Penalty: 4056.187012
	Iteration 6Q: 3 clusters Score -272062.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -272095.031250 Penalty: 4056.187012
	Iteration 7Q: 3 clusters Score -272095 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -272122.562500 Penalty: 4056.187012
	Iteration 8Q: 3 clusters Score -272122.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -272145.375000 Penalty: 4056.187012
	Iteration 9Q: 3 clusters Score -272145.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -272168.562500 Penalty: 4056.187012
	Iteration 10Q: 3 clusters Score -272168.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -272187.281250 Penalty: 4056.187012
	Iteration 11Q: 3 clusters Score -272187.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -272201.843750 Penalty: 4056.187012
	Iteration 12Q: 3 clusters Score -272201.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -272209.468750 Penalty: 4056.187012
	Iteration 13Q: 3 clusters Score -272209.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -272214.593750 Penalty: 4056.187012
	Iteration 14Q: 3 clusters Score -272214.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -272218.375000 Penalty: 4056.187012
	Iteration 15Q: 3 clusters Score -272218.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -272221.593750 Penalty: 4056.187012
	Iteration 16Q: 3 clusters Score -272221.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -272227.937500 Penalty: 4056.187012
	Iteration 17Q: 3 clusters Score -272227.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -272234.968750 Penalty: 4056.187012
	Iteration 18Q: 3 clusters Score -272235 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -272240.593750 Penalty: 4056.187012
	Iteration 19Q: 3 clusters Score -272240.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -272244.937500 Penalty: 4056.187012
	Iteration 20F: 3 clusters Score -272244.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -272252.562500 Penalty: 4056.187012
	Iteration 21Q: 3 clusters Score -272252.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -272259.718750 Penalty: 4056.187012
	Iteration 22Q: 3 clusters Score -272259.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -272264.968750 Penalty: 4056.187012
	Iteration 23Q: 3 clusters Score -272265 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -272268.437500 Penalty: 4056.187012
	Iteration 24Q: 3 clusters Score -272268.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -272272.968750 Penalty: 4056.187012
	Iteration 25Q: 3 clusters Score -272273 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -272277.500000 Penalty: 4056.187012
	Iteration 26Q: 3 clusters Score -272277.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -272281.218750 Penalty: 4056.187012
	Iteration 27Q: 3 clusters Score -272281.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -272284.406250 Penalty: 4056.187012
	Iteration 28Q: 3 clusters Score -272284.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -272288.812500 Penalty: 4056.187012
	Iteration 29Q: 3 clusters Score -272288.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -272293.625000 Penalty: 4056.187012
	Iteration 30Q: 3 clusters Score -272293.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -272299.187500 Penalty: 4056.187012
	Iteration 31Q: 3 clusters Score -272299.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -272304.906250 Penalty: 4056.187012
	Iteration 32Q: 3 clusters Score -272304.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -272307.750000 Penalty: 4056.187012
	Iteration 33Q: 3 clusters Score -272307.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -272311.562500 Penalty: 4056.187012
	Iteration 34Q: 3 clusters Score -272311.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -272315.375000 Penalty: 4056.187012
	Iteration 35Q: 3 clusters Score -272315.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -272318.156250 Penalty: 4056.187012
	Iteration 36Q: 3 clusters Score -272318.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -272320.218750 Penalty: 4056.187012
	Iteration 37Q: 3 clusters Score -272320.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -272323.906250 Penalty: 4056.187012
	Iteration 38Q: 3 clusters Score -272323.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -272324.343750 Penalty: 4056.187012
	Iteration 39Q: 3 clusters Score -272324.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -272325.656250 Penalty: 4056.187012
	Iteration 40F: 3 clusters Score -272325.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -272325.250000 Penalty: 4056.187012
	Iteration 41Q: 3 clusters Score -272325.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -272325.218750 Penalty: 4056.187012
	Iteration 42Q: 3 clusters Score -272325.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -272325.218750 Penalty: 4056.187012
	Iteration 43F: 3 clusters Score -272325.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (95427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95427 members 
Entering Unmasked Estep 
Score: -7660933.500000 Penalty: 2843.596924
	Iteration 0F: 2 clusters Score -7660934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47518 members 
Mstep: Class 2 contains 47909 members 
Entering Unmasked Estep 
Score: -7597099.000000 Penalty: 5687.193848
	Iteration 0F: 3 clusters Score -7597099 nChanged 44952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45778 members 
Mstep: Class 2 contains 49649 members 
Entering Unmasked Estep 
Score: -7622499.500000 Penalty: 5687.193848
	Iteration 1F: 3 clusters Score -7622500 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44708 members 
Mstep: Class 2 contains 50719 members 
Entering Unmasked Estep 
Score: -7623181.000000 Penalty: 5687.193848
	Iteration 2Q: 3 clusters Score -7623181 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43076 members 
Mstep: Class 2 contains 52351 members 
Entering Unmasked Estep 
Score: -7624050.500000 Penalty: 5687.193848
	Iteration 3Q: 3 clusters Score -7624050 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40549 members 
Mstep: Class 2 contains 54878 members 
Entering Unmasked Estep 
Score: -7625241.000000 Penalty: 5687.193848
	Iteration 4Q: 3 clusters Score -7625241 nChanged 4317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36740 members 
Mstep: Class 2 contains 58687 members 
Entering Unmasked Estep 
Score: -7627127.000000 Penalty: 5687.193848
	Iteration 5Q: 3 clusters Score -7627127 nChanged 5750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31178 members 
Mstep: Class 2 contains 64249 members 
Entering Unmasked Estep 
Score: -7630497.000000 Penalty: 5687.193848
	Iteration 6F: 3 clusters Score -7630497 nChanged 7420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23808 members 
Mstep: Class 2 contains 71619 members 
Entering Unmasked Estep 
Score: -7636203.000000 Penalty: 5687.193848
	Iteration 7F: 3 clusters Score -7636203 nChanged 8505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 80106 members 
Entering Unmasked Estep 
Score: -7643756.000000 Penalty: 5687.193848
	Iteration 8F: 3 clusters Score -7643756 nChanged 7259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 87359 members 
Entering Unmasked Estep 
Score: -7650673.000000 Penalty: 5687.193848
	Iteration 9F: 3 clusters Score -7650673 nChanged 4642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 91999 members 
Entering Unmasked Estep 
Score: -7655142.500000 Penalty: 5687.193848
	Iteration 10Q: 3 clusters Score -7655142 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 94126 members 
Entering Unmasked Estep 
Score: -7657191.000000 Penalty: 5687.193848
	Iteration 11Q: 3 clusters Score -7657191 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 94852 members 
Entering Unmasked Estep 
Score: -7657881.500000 Penalty: 5687.193848
	Iteration 12Q: 3 clusters Score -7657882 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 95055 members 
Entering Unmasked Estep 
Score: -7658111.000000 Penalty: 5687.193848
	Iteration 13Q: 3 clusters Score -7658111 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 95134 members 
Entering Unmasked Estep 
Score: -7658208.000000 Penalty: 5687.193848
	Iteration 14Q: 3 clusters Score -7658208 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 95169 members 
Entering Unmasked Estep 
Score: -7658281.000000 Penalty: 5687.193848
	Iteration 15Q: 3 clusters Score -7658281 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 95183 members 
Entering Unmasked Estep 
Score: -7658320.500000 Penalty: 5687.193848
	Iteration 16Q: 3 clusters Score -7658320 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 95193 members 
Entering Unmasked Estep 
Score: -7658344.500000 Penalty: 5687.193848
	Iteration 17Q: 3 clusters Score -7658344 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 95201 members 
Entering Unmasked Estep 
Score: -7658353.500000 Penalty: 5687.193848
	Iteration 18Q: 3 clusters Score -7658354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 95203 members 
Entering Unmasked Estep 
Score: -7658369.000000 Penalty: 5687.193848
	Iteration 19Q: 3 clusters Score -7658369 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 95202 members 
Entering Unmasked Estep 
Score: -7658376.000000 Penalty: 5687.193848
	Iteration 20F: 3 clusters Score -7658376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 95202 members 
Entering Unmasked Estep 
Score: -7658374.000000 Penalty: 5687.193848
	Iteration 21Q: 3 clusters Score -7658374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 95202 members 
Entering Unmasked Estep 
Score: -7658374.000000 Penalty: 5687.193848
	Iteration 22F: 3 clusters Score -7658374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (153988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153988 members 
Entering Unmasked Estep 
Score: -12330799.000000 Penalty: 2962.268066
	Iteration 0F: 2 clusters Score -1.23308e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76892 members 
Mstep: Class 2 contains 77096 members 
Entering Unmasked Estep 
Score: -12227831.000000 Penalty: 5924.536133
	Iteration 0F: 3 clusters Score -1.222783e+07 nChanged 73535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75579 members 
Mstep: Class 2 contains 78409 members 
Entering Unmasked Estep 
Score: -12270334.000000 Penalty: 5924.536133
	Iteration 1F: 3 clusters Score -1.227033e+07 nChanged 4433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75318 members 
Mstep: Class 2 contains 78670 members 
Entering Unmasked Estep 
Score: -12271347.000000 Penalty: 5924.536133
	Iteration 2Q: 3 clusters Score -1.227135e+07 nChanged 4894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75266 members 
Mstep: Class 2 contains 78722 members 
Entering Unmasked Estep 
Score: -12272873.000000 Penalty: 5924.536133
	Iteration 3Q: 3 clusters Score -1.227287e+07 nChanged 6099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75593 members 
Mstep: Class 2 contains 78395 members 
Entering Unmasked Estep 
Score: -12275404.000000 Penalty: 5924.536133
	Iteration 4Q: 3 clusters Score -1.22754e+07 nChanged 7909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76536 members 
Mstep: Class 2 contains 77452 members 
Entering Unmasked Estep 
Score: -12279534.000000 Penalty: 5924.536133
	Iteration 5F: 3 clusters Score -1.227953e+07 nChanged 9513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78199 members 
Mstep: Class 2 contains 75789 members 
Entering Unmasked Estep 
Score: -12285139.000000 Penalty: 5924.536133
	Iteration 6F: 3 clusters Score -1.228514e+07 nChanged 10536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80375 members 
Mstep: Class 2 contains 73613 members 
Entering Unmasked Estep 
Score: -12291402.000000 Penalty: 5924.536133
	Iteration 7F: 3 clusters Score -1.22914e+07 nChanged 10128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82569 members 
Mstep: Class 2 contains 71419 members 
Entering Unmasked Estep 
Score: -12296565.000000 Penalty: 5924.536133
	Iteration 8F: 3 clusters Score -1.229656e+07 nChanged 8322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84341 members 
Mstep: Class 2 contains 69647 members 
Entering Unmasked Estep 
Score: -12299792.000000 Penalty: 5924.536133
	Iteration 9F: 3 clusters Score -1.229979e+07 nChanged 6049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85580 members 
Mstep: Class 2 contains 68408 members 
Entering Unmasked Estep 
Score: -12301549.000000 Penalty: 5924.536133
	Iteration 10Q: 3 clusters Score -1.230155e+07 nChanged 4204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86600 members 
Mstep: Class 2 contains 67388 members 
Entering Unmasked Estep 
Score: -12302236.000000 Penalty: 5924.536133
	Iteration 11Q: 3 clusters Score -1.230224e+07 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87551 members 
Mstep: Class 2 contains 66437 members 
Entering Unmasked Estep 
Score: -12302522.000000 Penalty: 5924.536133
	Iteration 12Q: 3 clusters Score -1.230252e+07 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88600 members 
Mstep: Class 2 contains 65388 members 
Entering Unmasked Estep 
Score: -12302766.000000 Penalty: 5924.536133
	Iteration 13Q: 3 clusters Score -1.230277e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89842 members 
Mstep: Class 2 contains 64146 members 
Entering Unmasked Estep 
Score: -12303023.000000 Penalty: 5924.536133
	Iteration 14Q: 3 clusters Score -1.230302e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91277 members 
Mstep: Class 2 contains 62711 members 
Entering Unmasked Estep 
Score: -12303170.000000 Penalty: 5924.536133
	Iteration 15Q: 3 clusters Score -1.230317e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92851 members 
Mstep: Class 2 contains 61137 members 
Entering Unmasked Estep 
Score: -12303436.000000 Penalty: 5924.536133
	Iteration 16Q: 3 clusters Score -1.230344e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94611 members 
Mstep: Class 2 contains 59377 members 
Entering Unmasked Estep 
Score: -12303756.000000 Penalty: 5924.536133
	Iteration 17Q: 3 clusters Score -1.230376e+07 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96731 members 
Mstep: Class 2 contains 57257 members 
Entering Unmasked Estep 
Score: -12304075.000000 Penalty: 5924.536133
	Iteration 18Q: 3 clusters Score -1.230408e+07 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99093 members 
Mstep: Class 2 contains 54895 members 
Entering Unmasked Estep 
Score: -12304474.000000 Penalty: 5924.536133
	Iteration 19Q: 3 clusters Score -1.230447e+07 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101876 members 
Mstep: Class 2 contains 52112 members 
Entering Unmasked Estep 
Score: -12305032.000000 Penalty: 5924.536133
	Iteration 20F: 3 clusters Score -1.230503e+07 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105044 members 
Mstep: Class 2 contains 48944 members 
Entering Unmasked Estep 
Score: -12305658.000000 Penalty: 5924.536133
	Iteration 21Q: 3 clusters Score -1.230566e+07 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108700 members 
Mstep: Class 2 contains 45288 members 
Entering Unmasked Estep 
Score: -12306511.000000 Penalty: 5924.536133
	Iteration 22Q: 3 clusters Score -1.230651e+07 nChanged 4124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112824 members 
Mstep: Class 2 contains 41164 members 
Entering Unmasked Estep 
Score: -12307863.000000 Penalty: 5924.536133
	Iteration 23Q: 3 clusters Score -1.230786e+07 nChanged 4509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117333 members 
Mstep: Class 2 contains 36655 members 
Entering Unmasked Estep 
Score: -12309457.000000 Penalty: 5924.536133
	Iteration 24Q: 3 clusters Score -1.230946e+07 nChanged 4706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122039 members 
Mstep: Class 2 contains 31949 members 
Entering Unmasked Estep 
Score: -12311349.000000 Penalty: 5924.536133
	Iteration 25Q: 3 clusters Score -1.231135e+07 nChanged 4723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126762 members 
Mstep: Class 2 contains 27226 members 
Entering Unmasked Estep 
Score: -12313269.000000 Penalty: 5924.536133
	Iteration 26Q: 3 clusters Score -1.231327e+07 nChanged 4685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131447 members 
Mstep: Class 2 contains 22541 members 
Entering Unmasked Estep 
Score: -12315479.000000 Penalty: 5924.536133
	Iteration 27Q: 3 clusters Score -1.231548e+07 nChanged 4491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135938 members 
Mstep: Class 2 contains 18050 members 
Entering Unmasked Estep 
Score: -12317799.000000 Penalty: 5924.536133
	Iteration 28Q: 3 clusters Score -1.23178e+07 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140049 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -12320217.000000 Penalty: 5924.536133
	Iteration 29Q: 3 clusters Score -1.232022e+07 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143571 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -12322118.000000 Penalty: 5924.536133
	Iteration 30Q: 3 clusters Score -1.232212e+07 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146418 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -12323888.000000 Penalty: 5924.536133
	Iteration 31Q: 3 clusters Score -1.232389e+07 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148642 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -12325331.000000 Penalty: 5924.536133
	Iteration 32Q: 3 clusters Score -1.232533e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150260 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -12326344.000000 Penalty: 5924.536133
	Iteration 33Q: 3 clusters Score -1.232634e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151332 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -12326950.000000 Penalty: 5924.536133
	Iteration 34Q: 3 clusters Score -1.232695e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151954 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -12327414.000000 Penalty: 5924.536133
	Iteration 35Q: 3 clusters Score -1.232741e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152346 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -12327684.000000 Penalty: 5924.536133
	Iteration 36Q: 3 clusters Score -1.232768e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152596 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -12327854.000000 Penalty: 5924.536133
	Iteration 37Q: 3 clusters Score -1.232785e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152749 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -12327939.000000 Penalty: 5924.536133
	Iteration 38Q: 3 clusters Score -1.232794e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152847 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -12328011.000000 Penalty: 5924.536133
	Iteration 39Q: 3 clusters Score -1.232801e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152902 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -12328102.000000 Penalty: 5924.536133
	Iteration 40F: 3 clusters Score -1.23281e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153012 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -12328219.000000 Penalty: 5924.536133
	Iteration 41Q: 3 clusters Score -1.232822e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153079 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -12328235.000000 Penalty: 5924.536133
	Iteration 42Q: 3 clusters Score -1.232824e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153128 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -12328296.000000 Penalty: 5924.536133
	Iteration 43Q: 3 clusters Score -1.23283e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153163 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -12328305.000000 Penalty: 5924.536133
	Iteration 44Q: 3 clusters Score -1.23283e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153190 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -12328345.000000 Penalty: 5924.536133
	Iteration 45Q: 3 clusters Score -1.232834e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153208 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -12328368.000000 Penalty: 5924.536133
	Iteration 46Q: 3 clusters Score -1.232837e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153223 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -12328366.000000 Penalty: 5924.536133
	Iteration 47Q: 3 clusters Score -1.232837e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153231 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -12328377.000000 Penalty: 5924.536133
	Iteration 48Q: 3 clusters Score -1.232838e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153245 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -12328403.000000 Penalty: 5924.536133
	Iteration 49Q: 3 clusters Score -1.23284e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153260 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -12328415.000000 Penalty: 5924.536133
	Iteration 50Q: 3 clusters Score -1.232842e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153267 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -12328429.000000 Penalty: 5924.536133
	Iteration 51Q: 3 clusters Score -1.232843e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153271 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -12328431.000000 Penalty: 5924.536133
	Iteration 52Q: 3 clusters Score -1.232843e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153279 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -12328437.000000 Penalty: 5924.536133
	Iteration 53Q: 3 clusters Score -1.232844e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153281 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -12328447.000000 Penalty: 5924.536133
	Iteration 54Q: 3 clusters Score -1.232845e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153285 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -12328437.000000 Penalty: 5924.536133
	Iteration 55Q: 3 clusters Score -1.232844e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153286 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -12328443.000000 Penalty: 5924.536133
	Iteration 56Q: 3 clusters Score -1.232844e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153291 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -12328453.000000 Penalty: 5924.536133
	Iteration 57Q: 3 clusters Score -1.232845e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153295 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -12328461.000000 Penalty: 5924.536133
	Iteration 58Q: 3 clusters Score -1.232846e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153300 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -12328465.000000 Penalty: 5924.536133
	Iteration 59Q: 3 clusters Score -1.232846e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153300 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -12328464.000000 Penalty: 5924.536133
	Iteration 60F: 3 clusters Score -1.232846e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153299 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -12328464.000000 Penalty: 5924.536133
	Iteration 61Q: 3 clusters Score -1.232846e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153301 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -12328464.000000 Penalty: 5924.536133
	Iteration 62Q: 3 clusters Score -1.232846e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153303 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -12328463.000000 Penalty: 5924.536133
	Iteration 63Q: 3 clusters Score -1.232846e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153304 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -12328466.000000 Penalty: 5924.536133
	Iteration 64Q: 3 clusters Score -1.232847e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153306 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -12328465.000000 Penalty: 5924.536133
	Iteration 65Q: 3 clusters Score -1.232846e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153305 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -12328465.000000 Penalty: 5924.536133
	Iteration 66Q: 3 clusters Score -1.232846e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153307 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -12328464.000000 Penalty: 5924.536133
	Iteration 67Q: 3 clusters Score -1.232846e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153306 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -12328465.000000 Penalty: 5924.536133
	Iteration 68Q: 3 clusters Score -1.232846e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153307 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -12328472.000000 Penalty: 5924.536133
	Iteration 69Q: 3 clusters Score -1.232847e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153309 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -12328469.000000 Penalty: 5924.536133
	Iteration 70Q: 3 clusters Score -1.232847e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153308 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -12328468.000000 Penalty: 5924.536133
	Iteration 71Q: 3 clusters Score -1.232847e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153308 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -12328468.000000 Penalty: 5924.536133
	Iteration 72F: 3 clusters Score -1.232847e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Entering Unmasked Estep 
Score: -661100.625000 Penalty: 2246.558350
	Iteration 0F: 2 clusters Score -661100.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -654366.187500 Penalty: 4493.116699
	Iteration 0F: 3 clusters Score -654366.2 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -656328.625000 Penalty: 4493.116699
	Iteration 1F: 3 clusters Score -656328.6 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -656690.125000 Penalty: 4493.116699
	Iteration 2F: 3 clusters Score -656690.1 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -656984.125000 Penalty: 4493.116699
	Iteration 3F: 3 clusters Score -656984.1 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -657231.937500 Penalty: 4493.116699
	Iteration 4F: 3 clusters Score -657231.9 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -657479.625000 Penalty: 4493.116699
	Iteration 5Q: 3 clusters Score -657479.6 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -657775.437500 Penalty: 4493.116699
	Iteration 6Q: 3 clusters Score -657775.4 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -658060.875000 Penalty: 4493.116699
	Iteration 7Q: 3 clusters Score -658060.9 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -658315.812500 Penalty: 4493.116699
	Iteration 8Q: 3 clusters Score -658315.8 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -658663.187500 Penalty: 4493.116699
	Iteration 9Q: 3 clusters Score -658663.2 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -659065.750000 Penalty: 4493.116699
	Iteration 10F: 3 clusters Score -659065.8 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -659415.500000 Penalty: 4493.116699
	Iteration 11Q: 3 clusters Score -659415.5 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -659684.562500 Penalty: 4493.116699
	Iteration 12Q: 3 clusters Score -659684.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -659863.500000 Penalty: 4493.116699
	Iteration 13Q: 3 clusters Score -659863.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -659981.687500 Penalty: 4493.116699
	Iteration 14Q: 3 clusters Score -659981.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -660061.312500 Penalty: 4493.116699
	Iteration 15Q: 3 clusters Score -660061.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -660103.625000 Penalty: 4493.116699
	Iteration 16Q: 3 clusters Score -660103.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -660132.125000 Penalty: 4493.116699
	Iteration 17Q: 3 clusters Score -660132.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -660148.375000 Penalty: 4493.116699
	Iteration 18Q: 3 clusters Score -660148.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -660167.437500 Penalty: 4493.116699
	Iteration 19Q: 3 clusters Score -660167.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -660184.437500 Penalty: 4493.116699
	Iteration 20F: 3 clusters Score -660184.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -660208.687500 Penalty: 4493.116699
	Iteration 21Q: 3 clusters Score -660208.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -660231.937500 Penalty: 4493.116699
	Iteration 22Q: 3 clusters Score -660231.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -660257.000000 Penalty: 4493.116699
	Iteration 23Q: 3 clusters Score -660257 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -660285.625000 Penalty: 4493.116699
	Iteration 24Q: 3 clusters Score -660285.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -660312.750000 Penalty: 4493.116699
	Iteration 25Q: 3 clusters Score -660312.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -660339.187500 Penalty: 4493.116699
	Iteration 26Q: 3 clusters Score -660339.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -660362.937500 Penalty: 4493.116699
	Iteration 27Q: 3 clusters Score -660362.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -660380.187500 Penalty: 4493.116699
	Iteration 28Q: 3 clusters Score -660380.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -660395.625000 Penalty: 4493.116699
	Iteration 29Q: 3 clusters Score -660395.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -660422.375000 Penalty: 4493.116699
	Iteration 30Q: 3 clusters Score -660422.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -660439.500000 Penalty: 4493.116699
	Iteration 31Q: 3 clusters Score -660439.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -660448.875000 Penalty: 4493.116699
	Iteration 32Q: 3 clusters Score -660448.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -660454.250000 Penalty: 4493.116699
	Iteration 33Q: 3 clusters Score -660454.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -660456.187500 Penalty: 4493.116699
	Iteration 34Q: 3 clusters Score -660456.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -660457.250000 Penalty: 4493.116699
	Iteration 35Q: 3 clusters Score -660457.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -660458.875000 Penalty: 4493.116699
	Iteration 36Q: 3 clusters Score -660458.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -660457.625000 Penalty: 4493.116699
	Iteration 37Q: 3 clusters Score -660457.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -660458.187500 Penalty: 4493.116699
	Iteration 38Q: 3 clusters Score -660458.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -660457.937500 Penalty: 4493.116699
	Iteration 39Q: 3 clusters Score -660457.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -660459.625000 Penalty: 4493.116699
	Iteration 40F: 3 clusters Score -660459.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -660458.812500 Penalty: 4493.116699
	Iteration 41Q: 3 clusters Score -660458.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -660460.687500 Penalty: 4493.116699
	Iteration 42Q: 3 clusters Score -660460.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -660461.937500 Penalty: 4493.116699
	Iteration 43Q: 3 clusters Score -660461.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -660462.062500 Penalty: 4493.116699
	Iteration 44Q: 3 clusters Score -660462.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -660463.312500 Penalty: 4493.116699
	Iteration 45Q: 3 clusters Score -660463.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -660466.437500 Penalty: 4493.116699
	Iteration 46Q: 3 clusters Score -660466.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -660465.125000 Penalty: 4493.116699
	Iteration 47Q: 3 clusters Score -660465.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -660465.750000 Penalty: 4493.116699
	Iteration 48Q: 3 clusters Score -660465.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -660467.062500 Penalty: 4493.116699
	Iteration 49Q: 3 clusters Score -660467.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -660467.812500 Penalty: 4493.116699
	Iteration 50Q: 3 clusters Score -660467.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -660466.937500 Penalty: 4493.116699
	Iteration 51Q: 3 clusters Score -660466.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -660466.937500 Penalty: 4493.116699
	Iteration 52F: 3 clusters Score -660466.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Entering Unmasked Estep 
Score: -640730.375000 Penalty: 2240.274414
	Iteration 0F: 2 clusters Score -640730.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -634071.062500 Penalty: 4480.548828
	Iteration 0F: 3 clusters Score -634071.1 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -636115.812500 Penalty: 4480.548828
	Iteration 1F: 3 clusters Score -636115.8 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -636748.562500 Penalty: 4480.548828
	Iteration 2F: 3 clusters Score -636748.6 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -637294.125000 Penalty: 4480.548828
	Iteration 3F: 3 clusters Score -637294.1 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -637805.312500 Penalty: 4480.548828
	Iteration 4F: 3 clusters Score -637805.3 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -638336.687500 Penalty: 4480.548828
	Iteration 5F: 3 clusters Score -638336.7 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -638857.375000 Penalty: 4480.548828
	Iteration 6F: 3 clusters Score -638857.4 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -639239.125000 Penalty: 4480.548828
	Iteration 7F: 3 clusters Score -639239.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -639472.000000 Penalty: 4480.548828
	Iteration 8Q: 3 clusters Score -639472 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -639628.312500 Penalty: 4480.548828
	Iteration 9Q: 3 clusters Score -639628.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -639750.125000 Penalty: 4480.548828
	Iteration 10Q: 3 clusters Score -639750.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -639851.125000 Penalty: 4480.548828
	Iteration 11Q: 3 clusters Score -639851.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -639932.375000 Penalty: 4480.548828
	Iteration 12Q: 3 clusters Score -639932.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -640010.437500 Penalty: 4480.548828
	Iteration 13Q: 3 clusters Score -640010.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -640071.437500 Penalty: 4480.548828
	Iteration 14Q: 3 clusters Score -640071.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -640123.687500 Penalty: 4480.548828
	Iteration 15Q: 3 clusters Score -640123.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -640165.000000 Penalty: 4480.548828
	Iteration 16Q: 3 clusters Score -640165 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -640191.375000 Penalty: 4480.548828
	Iteration 17Q: 3 clusters Score -640191.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -640208.125000 Penalty: 4480.548828
	Iteration 18Q: 3 clusters Score -640208.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -640221.437500 Penalty: 4480.548828
	Iteration 19Q: 3 clusters Score -640221.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -640232.937500 Penalty: 4480.548828
	Iteration 20F: 3 clusters Score -640232.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -640239.125000 Penalty: 4480.548828
	Iteration 21Q: 3 clusters Score -640239.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -640243.312500 Penalty: 4480.548828
	Iteration 22Q: 3 clusters Score -640243.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -640248.750000 Penalty: 4480.548828
	Iteration 23Q: 3 clusters Score -640248.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -640251.937500 Penalty: 4480.548828
	Iteration 24Q: 3 clusters Score -640251.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -640258.312500 Penalty: 4480.548828
	Iteration 25Q: 3 clusters Score -640258.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -640262.250000 Penalty: 4480.548828
	Iteration 26Q: 3 clusters Score -640262.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -640266.062500 Penalty: 4480.548828
	Iteration 27Q: 3 clusters Score -640266.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -640268.812500 Penalty: 4480.548828
	Iteration 28Q: 3 clusters Score -640268.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -640268.312500 Penalty: 4480.548828
	Iteration 29Q: 3 clusters Score -640268.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -640271.250000 Penalty: 4480.548828
	Iteration 30Q: 3 clusters Score -640271.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -640274.187500 Penalty: 4480.548828
	Iteration 31Q: 3 clusters Score -640274.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -640274.187500 Penalty: 4480.548828
	Iteration 32Q: 3 clusters Score -640274.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -640276.000000 Penalty: 4480.548828
	Iteration 33Q: 3 clusters Score -640276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -640278.187500 Penalty: 4480.548828
	Iteration 34Q: 3 clusters Score -640278.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -640278.187500 Penalty: 4480.548828
	Iteration 35F: 3 clusters Score -640278.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (75880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75880 members 
Entering Unmasked Estep 
Score: -6162766.500000 Penalty: 2786.753174
	Iteration 0F: 2 clusters Score -6162766 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38064 members 
Mstep: Class 2 contains 37816 members 
Entering Unmasked Estep 
Score: -6112004.000000 Penalty: 5573.506348
	Iteration 0F: 3 clusters Score -6112004 nChanged 35604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39698 members 
Mstep: Class 2 contains 36182 members 
Entering Unmasked Estep 
Score: -6132240.000000 Penalty: 5573.506348
	Iteration 1F: 3 clusters Score -6132240 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40822 members 
Mstep: Class 2 contains 35058 members 
Entering Unmasked Estep 
Score: -6132941.500000 Penalty: 5573.506348
	Iteration 2Q: 3 clusters Score -6132942 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42437 members 
Mstep: Class 2 contains 33443 members 
Entering Unmasked Estep 
Score: -6133793.000000 Penalty: 5573.506348
	Iteration 3Q: 3 clusters Score -6133793 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44774 members 
Mstep: Class 2 contains 31106 members 
Entering Unmasked Estep 
Score: -6135015.500000 Penalty: 5573.506348
	Iteration 4Q: 3 clusters Score -6135016 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48141 members 
Mstep: Class 2 contains 27739 members 
Entering Unmasked Estep 
Score: -6137029.000000 Penalty: 5573.506348
	Iteration 5F: 3 clusters Score -6137029 nChanged 5022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52795 members 
Mstep: Class 2 contains 23085 members 
Entering Unmasked Estep 
Score: -6140215.500000 Penalty: 5573.506348
	Iteration 6F: 3 clusters Score -6140216 nChanged 6011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58568 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -6145056.500000 Penalty: 5573.506348
	Iteration 7F: 3 clusters Score -6145056 nChanged 6075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64471 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -6150556.000000 Penalty: 5573.506348
	Iteration 8F: 3 clusters Score -6150556 nChanged 4975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69332 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -6155310.000000 Penalty: 5573.506348
	Iteration 9F: 3 clusters Score -6155310 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72284 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -6158104.000000 Penalty: 5573.506348
	Iteration 10Q: 3 clusters Score -6158104 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73793 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -6159504.500000 Penalty: 5573.506348
	Iteration 11Q: 3 clusters Score -6159504 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74459 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -6160117.500000 Penalty: 5573.506348
	Iteration 12Q: 3 clusters Score -6160118 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74727 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -6160395.500000 Penalty: 5573.506348
	Iteration 13Q: 3 clusters Score -6160396 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74855 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -6160538.500000 Penalty: 5573.506348
	Iteration 14Q: 3 clusters Score -6160538 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74896 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -6160621.000000 Penalty: 5573.506348
	Iteration 15Q: 3 clusters Score -6160621 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74913 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -6160679.000000 Penalty: 5573.506348
	Iteration 16Q: 3 clusters Score -6160679 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74916 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -6160691.500000 Penalty: 5573.506348
	Iteration 17Q: 3 clusters Score -6160692 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74916 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -6160704.500000 Penalty: 5573.506348
	Iteration 18Q: 3 clusters Score -6160704 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74922 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -6160735.000000 Penalty: 5573.506348
	Iteration 19Q: 3 clusters Score -6160735 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74918 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -6160736.000000 Penalty: 5573.506348
	Iteration 20F: 3 clusters Score -6160736 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74914 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -6160749.000000 Penalty: 5573.506348
	Iteration 21Q: 3 clusters Score -6160749 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74922 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -6160755.500000 Penalty: 5573.506348
	Iteration 22Q: 3 clusters Score -6160756 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74924 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -6160776.500000 Penalty: 5573.506348
	Iteration 23Q: 3 clusters Score -6160776 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74923 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -6160788.000000 Penalty: 5573.506348
	Iteration 24Q: 3 clusters Score -6160788 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74922 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -6160801.500000 Penalty: 5573.506348
	Iteration 25Q: 3 clusters Score -6160802 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74924 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -6160823.500000 Penalty: 5573.506348
	Iteration 26Q: 3 clusters Score -6160824 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74920 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -6160825.500000 Penalty: 5573.506348
	Iteration 27Q: 3 clusters Score -6160826 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74912 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -6160831.500000 Penalty: 5573.506348
	Iteration 28Q: 3 clusters Score -6160832 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74902 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -6160830.500000 Penalty: 5573.506348
	Iteration 29Q: 3 clusters Score -6160830 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74900 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -6160841.000000 Penalty: 5573.506348
	Iteration 30Q: 3 clusters Score -6160841 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74900 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -6160850.000000 Penalty: 5573.506348
	Iteration 31Q: 3 clusters Score -6160850 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74892 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -6160843.000000 Penalty: 5573.506348
	Iteration 32Q: 3 clusters Score -6160843 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74879 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -6160858.000000 Penalty: 5573.506348
	Iteration 33Q: 3 clusters Score -6160858 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74874 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -6160866.000000 Penalty: 5573.506348
	Iteration 34Q: 3 clusters Score -6160866 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74869 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -6160859.500000 Penalty: 5573.506348
	Iteration 35Q: 3 clusters Score -6160860 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74870 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -6160864.500000 Penalty: 5573.506348
	Iteration 36Q: 3 clusters Score -6160864 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74875 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -6160866.000000 Penalty: 5573.506348
	Iteration 37Q: 3 clusters Score -6160866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74870 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -6160872.500000 Penalty: 5573.506348
	Iteration 38Q: 3 clusters Score -6160872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74868 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -6160864.500000 Penalty: 5573.506348
	Iteration 39Q: 3 clusters Score -6160864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74869 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -6160874.500000 Penalty: 5573.506348
	Iteration 40F: 3 clusters Score -6160874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74871 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -6160877.500000 Penalty: 5573.506348
	Iteration 41Q: 3 clusters Score -6160878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74872 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -6160874.500000 Penalty: 5573.506348
	Iteration 42Q: 3 clusters Score -6160874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74870 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -6160869.000000 Penalty: 5573.506348
	Iteration 43Q: 3 clusters Score -6160869 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74868 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -6160874.000000 Penalty: 5573.506348
	Iteration 44Q: 3 clusters Score -6160874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74868 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -6160878.000000 Penalty: 5573.506348
	Iteration 45Q: 3 clusters Score -6160878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74869 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -6160876.500000 Penalty: 5573.506348
	Iteration 46Q: 3 clusters Score -6160876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74867 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -6160882.000000 Penalty: 5573.506348
	Iteration 47Q: 3 clusters Score -6160882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74865 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -6160885.500000 Penalty: 5573.506348
	Iteration 48Q: 3 clusters Score -6160886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74863 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -6160876.500000 Penalty: 5573.506348
	Iteration 49Q: 3 clusters Score -6160876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74862 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -6160876.500000 Penalty: 5573.506348
	Iteration 50Q: 3 clusters Score -6160876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74862 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -6160876.500000 Penalty: 5573.506348
	Iteration 51F: 3 clusters Score -6160876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (63279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63279 members 
Entering Unmasked Estep 
Score: -5119920.500000 Penalty: 2741.716553
	Iteration 0F: 2 clusters Score -5119920 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31651 members 
Mstep: Class 2 contains 31628 members 
Entering Unmasked Estep 
Score: -5077465.000000 Penalty: 5483.433105
	Iteration 0F: 3 clusters Score -5077465 nChanged 29472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31249 members 
Mstep: Class 2 contains 32030 members 
Entering Unmasked Estep 
Score: -5094094.500000 Penalty: 5483.433105
	Iteration 1F: 3 clusters Score -5094094 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30882 members 
Mstep: Class 2 contains 32397 members 
Entering Unmasked Estep 
Score: -5094623.500000 Penalty: 5483.433105
	Iteration 2Q: 3 clusters Score -5094624 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30349 members 
Mstep: Class 2 contains 32930 members 
Entering Unmasked Estep 
Score: -5095209.500000 Penalty: 5483.433105
	Iteration 3Q: 3 clusters Score -5095210 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29630 members 
Mstep: Class 2 contains 33649 members 
Entering Unmasked Estep 
Score: -5095885.500000 Penalty: 5483.433105
	Iteration 4Q: 3 clusters Score -5095886 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28643 members 
Mstep: Class 2 contains 34636 members 
Entering Unmasked Estep 
Score: -5096709.000000 Penalty: 5483.433105
	Iteration 5Q: 3 clusters Score -5096709 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27335 members 
Mstep: Class 2 contains 35944 members 
Entering Unmasked Estep 
Score: -5097791.500000 Penalty: 5483.433105
	Iteration 6Q: 3 clusters Score -5097792 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25679 members 
Mstep: Class 2 contains 37600 members 
Entering Unmasked Estep 
Score: -5099277.500000 Penalty: 5483.433105
	Iteration 7Q: 3 clusters Score -5099278 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23643 members 
Mstep: Class 2 contains 39636 members 
Entering Unmasked Estep 
Score: -5101365.500000 Penalty: 5483.433105
	Iteration 8F: 3 clusters Score -5101366 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21465 members 
Mstep: Class 2 contains 41814 members 
Entering Unmasked Estep 
Score: -5104055.000000 Penalty: 5483.433105
	Iteration 9F: 3 clusters Score -5104055 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19361 members 
Mstep: Class 2 contains 43918 members 
Entering Unmasked Estep 
Score: -5107251.500000 Penalty: 5483.433105
	Iteration 10F: 3 clusters Score -5107252 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 45515 members 
Entering Unmasked Estep 
Score: -5110039.000000 Penalty: 5483.433105
	Iteration 11F: 3 clusters Score -5110039 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 46609 members 
Entering Unmasked Estep 
Score: -5111841.500000 Penalty: 5483.433105
	Iteration 12Q: 3 clusters Score -5111842 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15845 members 
Mstep: Class 2 contains 47434 members 
Entering Unmasked Estep 
Score: -5112751.500000 Penalty: 5483.433105
	Iteration 13Q: 3 clusters Score -5112752 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 48151 members 
Entering Unmasked Estep 
Score: -5113245.500000 Penalty: 5483.433105
	Iteration 14Q: 3 clusters Score -5113246 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 48876 members 
Entering Unmasked Estep 
Score: -5113699.000000 Penalty: 5483.433105
	Iteration 15Q: 3 clusters Score -5113699 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 49536 members 
Entering Unmasked Estep 
Score: -5114015.000000 Penalty: 5483.433105
	Iteration 16Q: 3 clusters Score -5114015 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 50194 members 
Entering Unmasked Estep 
Score: -5114306.500000 Penalty: 5483.433105
	Iteration 17Q: 3 clusters Score -5114306 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 50830 members 
Entering Unmasked Estep 
Score: -5114542.500000 Penalty: 5483.433105
	Iteration 18Q: 3 clusters Score -5114542 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 51422 members 
Entering Unmasked Estep 
Score: -5114755.000000 Penalty: 5483.433105
	Iteration 19Q: 3 clusters Score -5114755 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 51980 members 
Entering Unmasked Estep 
Score: -5114930.500000 Penalty: 5483.433105
	Iteration 20F: 3 clusters Score -5114930 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 52525 members 
Entering Unmasked Estep 
Score: -5115095.500000 Penalty: 5483.433105
	Iteration 21Q: 3 clusters Score -5115096 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 53032 members 
Entering Unmasked Estep 
Score: -5115260.000000 Penalty: 5483.433105
	Iteration 22Q: 3 clusters Score -5115260 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 53501 members 
Entering Unmasked Estep 
Score: -5115401.000000 Penalty: 5483.433105
	Iteration 23Q: 3 clusters Score -5115401 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 53920 members 
Entering Unmasked Estep 
Score: -5115506.500000 Penalty: 5483.433105
	Iteration 24Q: 3 clusters Score -5115506 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 54337 members 
Entering Unmasked Estep 
Score: -5115602.500000 Penalty: 5483.433105
	Iteration 25Q: 3 clusters Score -5115602 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 54739 members 
Entering Unmasked Estep 
Score: -5115697.000000 Penalty: 5483.433105
	Iteration 26Q: 3 clusters Score -5115697 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 55157 members 
Entering Unmasked Estep 
Score: -5115840.000000 Penalty: 5483.433105
	Iteration 27Q: 3 clusters Score -5115840 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 55585 members 
Entering Unmasked Estep 
Score: -5115957.500000 Penalty: 5483.433105
	Iteration 28Q: 3 clusters Score -5115958 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 56011 members 
Entering Unmasked Estep 
Score: -5116103.500000 Penalty: 5483.433105
	Iteration 29Q: 3 clusters Score -5116104 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 56413 members 
Entering Unmasked Estep 
Score: -5116230.000000 Penalty: 5483.433105
	Iteration 30Q: 3 clusters Score -5116230 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 56801 members 
Entering Unmasked Estep 
Score: -5116372.500000 Penalty: 5483.433105
	Iteration 31Q: 3 clusters Score -5116372 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 57136 members 
Entering Unmasked Estep 
Score: -5116470.500000 Penalty: 5483.433105
	Iteration 32Q: 3 clusters Score -5116470 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 57467 members 
Entering Unmasked Estep 
Score: -5116578.000000 Penalty: 5483.433105
	Iteration 33Q: 3 clusters Score -5116578 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 57791 members 
Entering Unmasked Estep 
Score: -5116705.500000 Penalty: 5483.433105
	Iteration 34Q: 3 clusters Score -5116706 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 58093 members 
Entering Unmasked Estep 
Score: -5116766.500000 Penalty: 5483.433105
	Iteration 35Q: 3 clusters Score -5116766 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 58368 members 
Entering Unmasked Estep 
Score: -5116877.000000 Penalty: 5483.433105
	Iteration 36Q: 3 clusters Score -5116877 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 58616 members 
Entering Unmasked Estep 
Score: -5116953.500000 Penalty: 5483.433105
	Iteration 37Q: 3 clusters Score -5116954 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 58832 members 
Entering Unmasked Estep 
Score: -5117008.000000 Penalty: 5483.433105
	Iteration 38Q: 3 clusters Score -5117008 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 59017 members 
Entering Unmasked Estep 
Score: -5117075.500000 Penalty: 5483.433105
	Iteration 39Q: 3 clusters Score -5117076 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 59207 members 
Entering Unmasked Estep 
Score: -5117126.000000 Penalty: 5483.433105
	Iteration 40F: 3 clusters Score -5117126 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 59386 members 
Entering Unmasked Estep 
Score: -5117156.000000 Penalty: 5483.433105
	Iteration 41Q: 3 clusters Score -5117156 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 59560 members 
Entering Unmasked Estep 
Score: -5117201.500000 Penalty: 5483.433105
	Iteration 42Q: 3 clusters Score -5117202 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 59714 members 
Entering Unmasked Estep 
Score: -5117226.500000 Penalty: 5483.433105
	Iteration 43Q: 3 clusters Score -5117226 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 59861 members 
Entering Unmasked Estep 
Score: -5117241.000000 Penalty: 5483.433105
	Iteration 44Q: 3 clusters Score -5117241 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 59984 members 
Entering Unmasked Estep 
Score: -5117285.500000 Penalty: 5483.433105
	Iteration 45Q: 3 clusters Score -5117286 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 60103 members 
Entering Unmasked Estep 
Score: -5117329.000000 Penalty: 5483.433105
	Iteration 46Q: 3 clusters Score -5117329 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 60199 members 
Entering Unmasked Estep 
Score: -5117364.000000 Penalty: 5483.433105
	Iteration 47Q: 3 clusters Score -5117364 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 60292 members 
Entering Unmasked Estep 
Score: -5117382.000000 Penalty: 5483.433105
	Iteration 48Q: 3 clusters Score -5117382 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 60373 members 
Entering Unmasked Estep 
Score: -5117416.500000 Penalty: 5483.433105
	Iteration 49Q: 3 clusters Score -5117416 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 60457 members 
Entering Unmasked Estep 
Score: -5117427.500000 Penalty: 5483.433105
	Iteration 50Q: 3 clusters Score -5117428 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 60532 members 
Entering Unmasked Estep 
Score: -5117429.500000 Penalty: 5483.433105
	Iteration 51Q: 3 clusters Score -5117430 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 60594 members 
Entering Unmasked Estep 
Score: -5117446.000000 Penalty: 5483.433105
	Iteration 52Q: 3 clusters Score -5117446 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 60654 members 
Entering Unmasked Estep 
Score: -5117466.500000 Penalty: 5483.433105
	Iteration 53Q: 3 clusters Score -5117466 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 60715 members 
Entering Unmasked Estep 
Score: -5117465.000000 Penalty: 5483.433105
	Iteration 54Q: 3 clusters Score -5117465 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 60768 members 
Entering Unmasked Estep 
Score: -5117484.000000 Penalty: 5483.433105
	Iteration 55Q: 3 clusters Score -5117484 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 60816 members 
Entering Unmasked Estep 
Score: -5117487.500000 Penalty: 5483.433105
	Iteration 56Q: 3 clusters Score -5117488 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 60864 members 
Entering Unmasked Estep 
Score: -5117488.000000 Penalty: 5483.433105
	Iteration 57Q: 3 clusters Score -5117488 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 60901 members 
Entering Unmasked Estep 
Score: -5117496.000000 Penalty: 5483.433105
	Iteration 58Q: 3 clusters Score -5117496 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 60938 members 
Entering Unmasked Estep 
Score: -5117511.500000 Penalty: 5483.433105
	Iteration 59Q: 3 clusters Score -5117512 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 60972 members 
Entering Unmasked Estep 
Score: -5117518.000000 Penalty: 5483.433105
	Iteration 60F: 3 clusters Score -5117518 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 60998 members 
Entering Unmasked Estep 
Score: -5117518.500000 Penalty: 5483.433105
	Iteration 61Q: 3 clusters Score -5117518 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 61032 members 
Entering Unmasked Estep 
Score: -5117524.500000 Penalty: 5483.433105
	Iteration 62Q: 3 clusters Score -5117524 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 61066 members 
Entering Unmasked Estep 
Score: -5117543.500000 Penalty: 5483.433105
	Iteration 63Q: 3 clusters Score -5117544 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 61095 members 
Entering Unmasked Estep 
Score: -5117547.500000 Penalty: 5483.433105
	Iteration 64Q: 3 clusters Score -5117548 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 61132 members 
Entering Unmasked Estep 
Score: -5117569.000000 Penalty: 5483.433105
	Iteration 65Q: 3 clusters Score -5117569 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 61158 members 
Entering Unmasked Estep 
Score: -5117577.500000 Penalty: 5483.433105
	Iteration 66Q: 3 clusters Score -5117578 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 61195 members 
Entering Unmasked Estep 
Score: -5117588.500000 Penalty: 5483.433105
	Iteration 67Q: 3 clusters Score -5117588 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 61233 members 
Entering Unmasked Estep 
Score: -5117598.000000 Penalty: 5483.433105
	Iteration 68Q: 3 clusters Score -5117598 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 61272 members 
Entering Unmasked Estep 
Score: -5117615.000000 Penalty: 5483.433105
	Iteration 69Q: 3 clusters Score -5117615 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 61294 members 
Entering Unmasked Estep 
Score: -5117615.500000 Penalty: 5483.433105
	Iteration 70Q: 3 clusters Score -5117616 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 61313 members 
Entering Unmasked Estep 
Score: -5117630.500000 Penalty: 5483.433105
	Iteration 71Q: 3 clusters Score -5117630 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 61331 members 
Entering Unmasked Estep 
Score: -5117616.000000 Penalty: 5483.433105
	Iteration 72Q: 3 clusters Score -5117616 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 61361 members 
Entering Unmasked Estep 
Score: -5117622.500000 Penalty: 5483.433105
	Iteration 73Q: 3 clusters Score -5117622 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 61385 members 
Entering Unmasked Estep 
Score: -5117638.500000 Penalty: 5483.433105
	Iteration 74Q: 3 clusters Score -5117638 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 61407 members 
Entering Unmasked Estep 
Score: -5117644.500000 Penalty: 5483.433105
	Iteration 75Q: 3 clusters Score -5117644 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 61424 members 
Entering Unmasked Estep 
Score: -5117649.000000 Penalty: 5483.433105
	Iteration 76Q: 3 clusters Score -5117649 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 61438 members 
Entering Unmasked Estep 
Score: -5117665.000000 Penalty: 5483.433105
	Iteration 77Q: 3 clusters Score -5117665 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 61453 members 
Entering Unmasked Estep 
Score: -5117664.500000 Penalty: 5483.433105
	Iteration 78Q: 3 clusters Score -5117664 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 61467 members 
Entering Unmasked Estep 
Score: -5117677.000000 Penalty: 5483.433105
	Iteration 79Q: 3 clusters Score -5117677 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 61486 members 
Entering Unmasked Estep 
Score: -5117674.000000 Penalty: 5483.433105
	Iteration 80F: 3 clusters Score -5117674 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 61509 members 
Entering Unmasked Estep 
Score: -5117663.500000 Penalty: 5483.433105
	Iteration 81Q: 3 clusters Score -5117664 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 61522 members 
Entering Unmasked Estep 
Score: -5117669.500000 Penalty: 5483.433105
	Iteration 82Q: 3 clusters Score -5117670 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 61539 members 
Entering Unmasked Estep 
Score: -5117672.500000 Penalty: 5483.433105
	Iteration 83Q: 3 clusters Score -5117672 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 61554 members 
Entering Unmasked Estep 
Score: -5117673.000000 Penalty: 5483.433105
	Iteration 84Q: 3 clusters Score -5117673 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 61564 members 
Entering Unmasked Estep 
Score: -5117680.000000 Penalty: 5483.433105
	Iteration 85Q: 3 clusters Score -5117680 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 61575 members 
Entering Unmasked Estep 
Score: -5117688.000000 Penalty: 5483.433105
	Iteration 86Q: 3 clusters Score -5117688 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 61587 members 
Entering Unmasked Estep 
Score: -5117690.500000 Penalty: 5483.433105
	Iteration 87Q: 3 clusters Score -5117690 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 61602 members 
Entering Unmasked Estep 
Score: -5117706.000000 Penalty: 5483.433105
	Iteration 88Q: 3 clusters Score -5117706 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 61611 members 
Entering Unmasked Estep 
Score: -5117700.000000 Penalty: 5483.433105
	Iteration 89Q: 3 clusters Score -5117700 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 61621 members 
Entering Unmasked Estep 
Score: -5117693.000000 Penalty: 5483.433105
	Iteration 90Q: 3 clusters Score -5117693 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 61631 members 
Entering Unmasked Estep 
Score: -5117699.000000 Penalty: 5483.433105
	Iteration 91Q: 3 clusters Score -5117699 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 61636 members 
Entering Unmasked Estep 
Score: -5117702.500000 Penalty: 5483.433105
	Iteration 92Q: 3 clusters Score -5117702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 61637 members 
Entering Unmasked Estep 
Score: -5117702.000000 Penalty: 5483.433105
	Iteration 93Q: 3 clusters Score -5117702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 61638 members 
Entering Unmasked Estep 
Score: -5117698.500000 Penalty: 5483.433105
	Iteration 94Q: 3 clusters Score -5117698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 61638 members 
Entering Unmasked Estep 
Score: -5117698.500000 Penalty: 5483.433105
	Iteration 95F: 3 clusters Score -5117698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Entering Unmasked Estep 
Score: -462782.593750 Penalty: 2169.225098
	Iteration 0F: 2 clusters Score -462782.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -457558.906250 Penalty: 4338.450195
	Iteration 0F: 3 clusters Score -457558.9 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -459254.343750 Penalty: 4338.450195
	Iteration 1F: 3 clusters Score -459254.3 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -460001.968750 Penalty: 4338.450195
	Iteration 2F: 3 clusters Score -460002 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -460745.343750 Penalty: 4338.450195
	Iteration 3F: 3 clusters Score -460745.3 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -461329.218750 Penalty: 4338.450195
	Iteration 4F: 3 clusters Score -461329.2 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -461678.281250 Penalty: 4338.450195
	Iteration 5F: 3 clusters Score -461678.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -461858.843750 Penalty: 4338.450195
	Iteration 6Q: 3 clusters Score -461858.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -461946.218750 Penalty: 4338.450195
	Iteration 7Q: 3 clusters Score -461946.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -462001.125000 Penalty: 4338.450195
	Iteration 8Q: 3 clusters Score -462001.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -462037.937500 Penalty: 4338.450195
	Iteration 9Q: 3 clusters Score -462037.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -462069.281250 Penalty: 4338.450195
	Iteration 10Q: 3 clusters Score -462069.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -462093.437500 Penalty: 4338.450195
	Iteration 11Q: 3 clusters Score -462093.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -462112.000000 Penalty: 4338.450195
	Iteration 12Q: 3 clusters Score -462112 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -462131.312500 Penalty: 4338.450195
	Iteration 13Q: 3 clusters Score -462131.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -462146.312500 Penalty: 4338.450195
	Iteration 14Q: 3 clusters Score -462146.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -462154.062500 Penalty: 4338.450195
	Iteration 15Q: 3 clusters Score -462154.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -462159.875000 Penalty: 4338.450195
	Iteration 16Q: 3 clusters Score -462159.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -462165.593750 Penalty: 4338.450195
	Iteration 17Q: 3 clusters Score -462165.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -462170.000000 Penalty: 4338.450195
	Iteration 18Q: 3 clusters Score -462170 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -462177.531250 Penalty: 4338.450195
	Iteration 19Q: 3 clusters Score -462177.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -462183.000000 Penalty: 4338.450195
	Iteration 20F: 3 clusters Score -462183 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -462186.093750 Penalty: 4338.450195
	Iteration 21Q: 3 clusters Score -462186.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -462190.375000 Penalty: 4338.450195
	Iteration 22Q: 3 clusters Score -462190.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -462193.093750 Penalty: 4338.450195
	Iteration 23Q: 3 clusters Score -462193.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -462195.718750 Penalty: 4338.450195
	Iteration 24Q: 3 clusters Score -462195.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -462197.437500 Penalty: 4338.450195
	Iteration 25Q: 3 clusters Score -462197.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -462199.593750 Penalty: 4338.450195
	Iteration 26Q: 3 clusters Score -462199.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -462204.062500 Penalty: 4338.450195
	Iteration 27Q: 3 clusters Score -462204.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -462209.718750 Penalty: 4338.450195
	Iteration 28Q: 3 clusters Score -462209.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -462213.062500 Penalty: 4338.450195
	Iteration 29Q: 3 clusters Score -462213.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -462215.750000 Penalty: 4338.450195
	Iteration 30Q: 3 clusters Score -462215.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -462216.156250 Penalty: 4338.450195
	Iteration 31Q: 3 clusters Score -462216.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -462218.250000 Penalty: 4338.450195
	Iteration 32Q: 3 clusters Score -462218.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -462218.406250 Penalty: 4338.450195
	Iteration 33Q: 3 clusters Score -462218.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -462218.968750 Penalty: 4338.450195
	Iteration 34Q: 3 clusters Score -462219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -462219.781250 Penalty: 4338.450195
	Iteration 35Q: 3 clusters Score -462219.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -462220.406250 Penalty: 4338.450195
	Iteration 36Q: 3 clusters Score -462220.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -462219.718750 Penalty: 4338.450195
	Iteration 37Q: 3 clusters Score -462219.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -462220.562500 Penalty: 4338.450195
	Iteration 38Q: 3 clusters Score -462220.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -462223.125000 Penalty: 4338.450195
	Iteration 39Q: 3 clusters Score -462223.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -462223.875000 Penalty: 4338.450195
	Iteration 40F: 3 clusters Score -462223.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -462225.562500 Penalty: 4338.450195
	Iteration 41Q: 3 clusters Score -462225.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -462225.406250 Penalty: 4338.450195
	Iteration 42Q: 3 clusters Score -462225.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -462226.781250 Penalty: 4338.450195
	Iteration 43Q: 3 clusters Score -462226.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -462226.781250 Penalty: 4338.450195
	Iteration 44F: 3 clusters Score -462226.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (59894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59894 members 
Entering Unmasked Estep 
Score: -4659120.000000 Penalty: 2728.082275
	Iteration 0F: 2 clusters Score -4659120 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29933 members 
Mstep: Class 2 contains 29961 members 
Entering Unmasked Estep 
Score: -4619064.000000 Penalty: 5456.164551
	Iteration 0F: 3 clusters Score -4619064 nChanged 27693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29488 members 
Mstep: Class 2 contains 30406 members 
Entering Unmasked Estep 
Score: -4635274.000000 Penalty: 5456.164551
	Iteration 1F: 3 clusters Score -4635274 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29134 members 
Mstep: Class 2 contains 30760 members 
Entering Unmasked Estep 
Score: -4636973.500000 Penalty: 5456.164551
	Iteration 2F: 3 clusters Score -4636974 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28635 members 
Mstep: Class 2 contains 31259 members 
Entering Unmasked Estep 
Score: -4639607.000000 Penalty: 5456.164551
	Iteration 3F: 3 clusters Score -4639607 nChanged 4036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28003 members 
Mstep: Class 2 contains 31891 members 
Entering Unmasked Estep 
Score: -4642854.000000 Penalty: 5456.164551
	Iteration 4F: 3 clusters Score -4642854 nChanged 4438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27427 members 
Mstep: Class 2 contains 32467 members 
Entering Unmasked Estep 
Score: -4646526.000000 Penalty: 5456.164551
	Iteration 5F: 3 clusters Score -4646526 nChanged 4350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26885 members 
Mstep: Class 2 contains 33009 members 
Entering Unmasked Estep 
Score: -4649940.000000 Penalty: 5456.164551
	Iteration 6F: 3 clusters Score -4649940 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26321 members 
Mstep: Class 2 contains 33573 members 
Entering Unmasked Estep 
Score: -4652587.000000 Penalty: 5456.164551
	Iteration 7F: 3 clusters Score -4652587 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25603 members 
Mstep: Class 2 contains 34291 members 
Entering Unmasked Estep 
Score: -4654458.000000 Penalty: 5456.164551
	Iteration 8F: 3 clusters Score -4654458 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24844 members 
Mstep: Class 2 contains 35050 members 
Entering Unmasked Estep 
Score: -4655535.000000 Penalty: 5456.164551
	Iteration 9Q: 3 clusters Score -4655535 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24165 members 
Mstep: Class 2 contains 35729 members 
Entering Unmasked Estep 
Score: -4656207.500000 Penalty: 5456.164551
	Iteration 10Q: 3 clusters Score -4656208 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23522 members 
Mstep: Class 2 contains 36372 members 
Entering Unmasked Estep 
Score: -4656706.500000 Penalty: 5456.164551
	Iteration 11Q: 3 clusters Score -4656706 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22941 members 
Mstep: Class 2 contains 36953 members 
Entering Unmasked Estep 
Score: -4657076.000000 Penalty: 5456.164551
	Iteration 12Q: 3 clusters Score -4657076 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22379 members 
Mstep: Class 2 contains 37515 members 
Entering Unmasked Estep 
Score: -4657339.500000 Penalty: 5456.164551
	Iteration 13Q: 3 clusters Score -4657340 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21820 members 
Mstep: Class 2 contains 38074 members 
Entering Unmasked Estep 
Score: -4657576.500000 Penalty: 5456.164551
	Iteration 14Q: 3 clusters Score -4657576 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21277 members 
Mstep: Class 2 contains 38617 members 
Entering Unmasked Estep 
Score: -4657787.000000 Penalty: 5456.164551
	Iteration 15Q: 3 clusters Score -4657787 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20729 members 
Mstep: Class 2 contains 39165 members 
Entering Unmasked Estep 
Score: -4657938.500000 Penalty: 5456.164551
	Iteration 16Q: 3 clusters Score -4657938 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20153 members 
Mstep: Class 2 contains 39741 members 
Entering Unmasked Estep 
Score: -4658126.500000 Penalty: 5456.164551
	Iteration 17Q: 3 clusters Score -4658126 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19590 members 
Mstep: Class 2 contains 40304 members 
Entering Unmasked Estep 
Score: -4658274.500000 Penalty: 5456.164551
	Iteration 18Q: 3 clusters Score -4658274 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19062 members 
Mstep: Class 2 contains 40832 members 
Entering Unmasked Estep 
Score: -4658443.500000 Penalty: 5456.164551
	Iteration 19Q: 3 clusters Score -4658444 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18527 members 
Mstep: Class 2 contains 41367 members 
Entering Unmasked Estep 
Score: -4658564.000000 Penalty: 5456.164551
	Iteration 20F: 3 clusters Score -4658564 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18025 members 
Mstep: Class 2 contains 41869 members 
Entering Unmasked Estep 
Score: -4658715.500000 Penalty: 5456.164551
	Iteration 21Q: 3 clusters Score -4658716 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17573 members 
Mstep: Class 2 contains 42321 members 
Entering Unmasked Estep 
Score: -4658808.500000 Penalty: 5456.164551
	Iteration 22Q: 3 clusters Score -4658808 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 42753 members 
Entering Unmasked Estep 
Score: -4658926.500000 Penalty: 5456.164551
	Iteration 23Q: 3 clusters Score -4658926 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16743 members 
Mstep: Class 2 contains 43151 members 
Entering Unmasked Estep 
Score: -4659026.000000 Penalty: 5456.164551
	Iteration 24Q: 3 clusters Score -4659026 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 43498 members 
Entering Unmasked Estep 
Score: -4659097.500000 Penalty: 5456.164551
	Iteration 25Q: 3 clusters Score -4659098 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16017 members 
Mstep: Class 2 contains 43877 members 
Entering Unmasked Estep 
Score: -4659221.000000 Penalty: 5456.164551
	Iteration 26Q: 3 clusters Score -4659221 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15640 members 
Mstep: Class 2 contains 44254 members 
Entering Unmasked Estep 
Score: -4659320.500000 Penalty: 5456.164551
	Iteration 27Q: 3 clusters Score -4659320 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 44605 members 
Entering Unmasked Estep 
Score: -4659396.000000 Penalty: 5456.164551
	Iteration 28Q: 3 clusters Score -4659396 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 44907 members 
Entering Unmasked Estep 
Score: -4659493.500000 Penalty: 5456.164551
	Iteration 29Q: 3 clusters Score -4659494 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 45194 members 
Entering Unmasked Estep 
Score: -4659550.500000 Penalty: 5456.164551
	Iteration 30Q: 3 clusters Score -4659550 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 45457 members 
Entering Unmasked Estep 
Score: -4659623.000000 Penalty: 5456.164551
	Iteration 31Q: 3 clusters Score -4659623 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 45703 members 
Entering Unmasked Estep 
Score: -4659691.000000 Penalty: 5456.164551
	Iteration 32Q: 3 clusters Score -4659691 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13969 members 
Mstep: Class 2 contains 45925 members 
Entering Unmasked Estep 
Score: -4659719.000000 Penalty: 5456.164551
	Iteration 33Q: 3 clusters Score -4659719 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 46143 members 
Entering Unmasked Estep 
Score: -4659757.000000 Penalty: 5456.164551
	Iteration 34Q: 3 clusters Score -4659757 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 46329 members 
Entering Unmasked Estep 
Score: -4659781.500000 Penalty: 5456.164551
	Iteration 35Q: 3 clusters Score -4659782 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 46485 members 
Entering Unmasked Estep 
Score: -4659787.000000 Penalty: 5456.164551
	Iteration 36Q: 3 clusters Score -4659787 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 46611 members 
Entering Unmasked Estep 
Score: -4659811.000000 Penalty: 5456.164551
	Iteration 37Q: 3 clusters Score -4659811 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 46721 members 
Entering Unmasked Estep 
Score: -4659812.000000 Penalty: 5456.164551
	Iteration 38Q: 3 clusters Score -4659812 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 46804 members 
Entering Unmasked Estep 
Score: -4659826.000000 Penalty: 5456.164551
	Iteration 39Q: 3 clusters Score -4659826 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 46869 members 
Entering Unmasked Estep 
Score: -4659819.500000 Penalty: 5456.164551
	Iteration 40F: 3 clusters Score -4659820 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 46925 members 
Entering Unmasked Estep 
Score: -4659841.000000 Penalty: 5456.164551
	Iteration 41Q: 3 clusters Score -4659841 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 46970 members 
Entering Unmasked Estep 
Score: -4659835.500000 Penalty: 5456.164551
	Iteration 42Q: 3 clusters Score -4659836 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 47009 members 
Entering Unmasked Estep 
Score: -4659840.500000 Penalty: 5456.164551
	Iteration 43Q: 3 clusters Score -4659840 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 47052 members 
Entering Unmasked Estep 
Score: -4659845.000000 Penalty: 5456.164551
	Iteration 44Q: 3 clusters Score -4659845 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 47083 members 
Entering Unmasked Estep 
Score: -4659864.500000 Penalty: 5456.164551
	Iteration 45Q: 3 clusters Score -4659864 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 47111 members 
Entering Unmasked Estep 
Score: -4659867.500000 Penalty: 5456.164551
	Iteration 46Q: 3 clusters Score -4659868 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 47127 members 
Entering Unmasked Estep 
Score: -4659868.500000 Penalty: 5456.164551
	Iteration 47Q: 3 clusters Score -4659868 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 47138 members 
Entering Unmasked Estep 
Score: -4659874.000000 Penalty: 5456.164551
	Iteration 48Q: 3 clusters Score -4659874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 47147 members 
Entering Unmasked Estep 
Score: -4659876.500000 Penalty: 5456.164551
	Iteration 49Q: 3 clusters Score -4659876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 47157 members 
Entering Unmasked Estep 
Score: -4659876.000000 Penalty: 5456.164551
	Iteration 50Q: 3 clusters Score -4659876 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 47172 members 
Entering Unmasked Estep 
Score: -4659876.500000 Penalty: 5456.164551
	Iteration 51Q: 3 clusters Score -4659876 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 47185 members 
Entering Unmasked Estep 
Score: -4659873.500000 Penalty: 5456.164551
	Iteration 52Q: 3 clusters Score -4659874 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 47195 members 
Entering Unmasked Estep 
Score: -4659867.000000 Penalty: 5456.164551
	Iteration 53Q: 3 clusters Score -4659867 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 47203 members 
Entering Unmasked Estep 
Score: -4659871.500000 Penalty: 5456.164551
	Iteration 54Q: 3 clusters Score -4659872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 47210 members 
Entering Unmasked Estep 
Score: -4659871.000000 Penalty: 5456.164551
	Iteration 55Q: 3 clusters Score -4659871 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 47219 members 
Entering Unmasked Estep 
Score: -4659874.000000 Penalty: 5456.164551
	Iteration 56Q: 3 clusters Score -4659874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 47226 members 
Entering Unmasked Estep 
Score: -4659870.500000 Penalty: 5456.164551
	Iteration 57Q: 3 clusters Score -4659870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 47232 members 
Entering Unmasked Estep 
Score: -4659870.000000 Penalty: 5456.164551
	Iteration 58Q: 3 clusters Score -4659870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 47238 members 
Entering Unmasked Estep 
Score: -4659873.000000 Penalty: 5456.164551
	Iteration 59Q: 3 clusters Score -4659873 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 47245 members 
Entering Unmasked Estep 
Score: -4659872.000000 Penalty: 5456.164551
	Iteration 60F: 3 clusters Score -4659872 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 47255 members 
Entering Unmasked Estep 
Score: -4659872.500000 Penalty: 5456.164551
	Iteration 61Q: 3 clusters Score -4659872 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 47266 members 
Entering Unmasked Estep 
Score: -4659873.500000 Penalty: 5456.164551
	Iteration 62Q: 3 clusters Score -4659874 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 47274 members 
Entering Unmasked Estep 
Score: -4659870.500000 Penalty: 5456.164551
	Iteration 63Q: 3 clusters Score -4659870 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 47285 members 
Entering Unmasked Estep 
Score: -4659873.000000 Penalty: 5456.164551
	Iteration 64Q: 3 clusters Score -4659873 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 47292 members 
Entering Unmasked Estep 
Score: -4659870.500000 Penalty: 5456.164551
	Iteration 65Q: 3 clusters Score -4659870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 47298 members 
Entering Unmasked Estep 
Score: -4659867.500000 Penalty: 5456.164551
	Iteration 66Q: 3 clusters Score -4659868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 47303 members 
Entering Unmasked Estep 
Score: -4659866.500000 Penalty: 5456.164551
	Iteration 67Q: 3 clusters Score -4659866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 47308 members 
Entering Unmasked Estep 
Score: -4659859.500000 Penalty: 5456.164551
	Iteration 68Q: 3 clusters Score -4659860 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 47317 members 
Entering Unmasked Estep 
Score: -4659866.500000 Penalty: 5456.164551
	Iteration 69Q: 3 clusters Score -4659866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 47321 members 
Entering Unmasked Estep 
Score: -4659861.000000 Penalty: 5456.164551
	Iteration 70Q: 3 clusters Score -4659861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 47324 members 
Entering Unmasked Estep 
Score: -4659863.000000 Penalty: 5456.164551
	Iteration 71Q: 3 clusters Score -4659863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 47326 members 
Entering Unmasked Estep 
Score: -4659864.000000 Penalty: 5456.164551
	Iteration 72Q: 3 clusters Score -4659864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 47326 members 
Entering Unmasked Estep 
Score: -4659864.000000 Penalty: 5456.164551
	Iteration 73F: 3 clusters Score -4659864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74828 members 
Mstep: Class 2 contains 24265 members 
Mstep: Class 3 contains 3400 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 95427 members 
Mstep: Class 6 contains 153988 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8378 members 
Mstep: Class 9 contains 75880 members 
Mstep: Class 10 contains 63279 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 12568 members 
Mstep: Class 13 contains 5802 members 
Mstep: Class 14 contains 21529 members 
Mstep: Class 15 contains 17027 members 
Mstep: Class 16 contains 13929 members 
Mstep: Class 17 contains 37879 members 
Mstep: Class 18 contains 2930 members 
Mstep: Class 19 contains 5645 members 
Mstep: Class 20 contains 11837 members 
Mstep: Class 21 contains 9811 members 
Mstep: Class 22 contains 10004 members 
Mstep: Class 23 contains 28643 members 
Mstep: Class 24 contains 527222 members 
Mstep: Class 25 contains 60527 members 
Mstep: Class 26 contains 6819 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69862 members 
Mstep: Class 29 contains 5904 members 
Mstep: Class 30 contains 16804 members 
Mstep: Class 31 contains 3324 members 
Mstep: Class 32 contains 23606 members 
Mstep: Class 33 contains 2734 members 
Mstep: Class 34 contains 47326 members 
Entering Unmasked Estep 
Score: -111984616.000000 Penalty: 119701.210938
Splitting cluster 12 changes total score from -111984560.000000 to -111984616.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 13 (5802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Entering Unmasked Estep 
Score: -456217.375000 Penalty: 2149.157715
	Iteration 0F: 2 clusters Score -456217.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -451153.812500 Penalty: 4298.315430
	Iteration 0F: 3 clusters Score -451153.8 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -452464.937500 Penalty: 4298.315430
	Iteration 1F: 3 clusters Score -452464.9 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -452695.031250 Penalty: 4298.315430
	Iteration 2F: 3 clusters Score -452695 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -452846.531250 Penalty: 4298.315430
	Iteration 3F: 3 clusters Score -452846.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -452959.937500 Penalty: 4298.315430
	Iteration 4Q: 3 clusters Score -452959.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -453048.468750 Penalty: 4298.315430
	Iteration 5Q: 3 clusters Score -453048.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -453141.562500 Penalty: 4298.315430
	Iteration 6Q: 3 clusters Score -453141.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -453248.281250 Penalty: 4298.315430
	Iteration 7Q: 3 clusters Score -453248.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -453372.468750 Penalty: 4298.315430
	Iteration 8Q: 3 clusters Score -453372.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -453511.781250 Penalty: 4298.315430
	Iteration 9Q: 3 clusters Score -453511.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -453645.437500 Penalty: 4298.315430
	Iteration 10Q: 3 clusters Score -453645.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -453759.187500 Penalty: 4298.315430
	Iteration 11Q: 3 clusters Score -453759.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -453838.281250 Penalty: 4298.315430
	Iteration 12Q: 3 clusters Score -453838.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -453915.250000 Penalty: 4298.315430
	Iteration 13Q: 3 clusters Score -453915.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -453990.000000 Penalty: 4298.315430
	Iteration 14Q: 3 clusters Score -453990 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -454056.937500 Penalty: 4298.315430
	Iteration 15Q: 3 clusters Score -454056.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -454126.875000 Penalty: 4298.315430
	Iteration 16Q: 3 clusters Score -454126.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -454192.218750 Penalty: 4298.315430
	Iteration 17Q: 3 clusters Score -454192.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -454240.406250 Penalty: 4298.315430
	Iteration 18Q: 3 clusters Score -454240.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -454277.156250 Penalty: 4298.315430
	Iteration 19Q: 3 clusters Score -454277.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -454307.906250 Penalty: 4298.315430
	Iteration 20F: 3 clusters Score -454307.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -454338.093750 Penalty: 4298.315430
	Iteration 21Q: 3 clusters Score -454338.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -454369.218750 Penalty: 4298.315430
	Iteration 22Q: 3 clusters Score -454369.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -454401.406250 Penalty: 4298.315430
	Iteration 23Q: 3 clusters Score -454401.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -454431.343750 Penalty: 4298.315430
	Iteration 24Q: 3 clusters Score -454431.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -454466.218750 Penalty: 4298.315430
	Iteration 25Q: 3 clusters Score -454466.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -454496.468750 Penalty: 4298.315430
	Iteration 26Q: 3 clusters Score -454496.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -454526.281250 Penalty: 4298.315430
	Iteration 27Q: 3 clusters Score -454526.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -454555.937500 Penalty: 4298.315430
	Iteration 28Q: 3 clusters Score -454555.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -454578.031250 Penalty: 4298.315430
	Iteration 29Q: 3 clusters Score -454578 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -454589.906250 Penalty: 4298.315430
	Iteration 30Q: 3 clusters Score -454589.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -454595.875000 Penalty: 4298.315430
	Iteration 31Q: 3 clusters Score -454595.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -454605.375000 Penalty: 4298.315430
	Iteration 32Q: 3 clusters Score -454605.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -454618.500000 Penalty: 4298.315430
	Iteration 33Q: 3 clusters Score -454618.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -454633.000000 Penalty: 4298.315430
	Iteration 34Q: 3 clusters Score -454633 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -454642.250000 Penalty: 4298.315430
	Iteration 35Q: 3 clusters Score -454642.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -454650.750000 Penalty: 4298.315430
	Iteration 36Q: 3 clusters Score -454650.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -454658.562500 Penalty: 4298.315430
	Iteration 37Q: 3 clusters Score -454658.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -454666.687500 Penalty: 4298.315430
	Iteration 38Q: 3 clusters Score -454666.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -454674.593750 Penalty: 4298.315430
	Iteration 39Q: 3 clusters Score -454674.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -454682.718750 Penalty: 4298.315430
	Iteration 40F: 3 clusters Score -454682.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -454686.843750 Penalty: 4298.315430
	Iteration 41Q: 3 clusters Score -454686.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -454689.812500 Penalty: 4298.315430
	Iteration 42Q: 3 clusters Score -454689.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -454692.343750 Penalty: 4298.315430
	Iteration 43Q: 3 clusters Score -454692.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -454697.156250 Penalty: 4298.315430
	Iteration 44Q: 3 clusters Score -454697.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -454701.093750 Penalty: 4298.315430
	Iteration 45Q: 3 clusters Score -454701.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -454701.656250 Penalty: 4298.315430
	Iteration 46Q: 3 clusters Score -454701.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -454701.656250 Penalty: 4298.315430
	Iteration 47F: 3 clusters Score -454701.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (21529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21529 members 
Entering Unmasked Estep 
Score: -1491299.125000 Penalty: 2474.334717
	Iteration 0F: 2 clusters Score -1491299 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -1476333.125000 Penalty: 4948.669434
	Iteration 0F: 3 clusters Score -1476333 nChanged 9484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -1481760.875000 Penalty: 4948.669434
	Iteration 1F: 3 clusters Score -1481761 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -1482658.250000 Penalty: 4948.669434
	Iteration 2F: 3 clusters Score -1482658 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -1483836.250000 Penalty: 4948.669434
	Iteration 3F: 3 clusters Score -1483836 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -1485346.250000 Penalty: 4948.669434
	Iteration 4F: 3 clusters Score -1485346 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -1487154.125000 Penalty: 4948.669434
	Iteration 5F: 3 clusters Score -1487154 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
Score: -1488793.375000 Penalty: 4948.669434
	Iteration 6F: 3 clusters Score -1488793 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -1489842.625000 Penalty: 4948.669434
	Iteration 7F: 3 clusters Score -1489843 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 16733 members 
Entering Unmasked Estep 
Score: -1490474.250000 Penalty: 4948.669434
	Iteration 8Q: 3 clusters Score -1490474 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 17103 members 
Entering Unmasked Estep 
Score: -1490828.375000 Penalty: 4948.669434
	Iteration 9Q: 3 clusters Score -1490828 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 17402 members 
Entering Unmasked Estep 
Score: -1491061.750000 Penalty: 4948.669434
	Iteration 10Q: 3 clusters Score -1491062 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 17681 members 
Entering Unmasked Estep 
Score: -1491239.875000 Penalty: 4948.669434
	Iteration 11Q: 3 clusters Score -1491240 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 17925 members 
Entering Unmasked Estep 
Score: -1491398.000000 Penalty: 4948.669434
	Iteration 12Q: 3 clusters Score -1491398 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 18132 members 
Entering Unmasked Estep 
Score: -1491542.750000 Penalty: 4948.669434
	Iteration 13Q: 3 clusters Score -1491543 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 18307 members 
Entering Unmasked Estep 
Score: -1491657.875000 Penalty: 4948.669434
	Iteration 14Q: 3 clusters Score -1491658 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 18465 members 
Entering Unmasked Estep 
Score: -1491755.875000 Penalty: 4948.669434
	Iteration 15Q: 3 clusters Score -1491756 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 18599 members 
Entering Unmasked Estep 
Score: -1491832.250000 Penalty: 4948.669434
	Iteration 16Q: 3 clusters Score -1491832 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 18726 members 
Entering Unmasked Estep 
Score: -1491885.000000 Penalty: 4948.669434
	Iteration 17Q: 3 clusters Score -1491885 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 18819 members 
Entering Unmasked Estep 
Score: -1491932.875000 Penalty: 4948.669434
	Iteration 18Q: 3 clusters Score -1491933 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 18897 members 
Entering Unmasked Estep 
Score: -1491970.125000 Penalty: 4948.669434
	Iteration 19Q: 3 clusters Score -1491970 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 18954 members 
Entering Unmasked Estep 
Score: -1491992.375000 Penalty: 4948.669434
	Iteration 20F: 3 clusters Score -1491992 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 18989 members 
Entering Unmasked Estep 
Score: -1491999.000000 Penalty: 4948.669434
	Iteration 21Q: 3 clusters Score -1491999 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 19011 members 
Entering Unmasked Estep 
Score: -1492004.750000 Penalty: 4948.669434
	Iteration 22Q: 3 clusters Score -1492005 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 19029 members 
Entering Unmasked Estep 
Score: -1492009.500000 Penalty: 4948.669434
	Iteration 23Q: 3 clusters Score -1492010 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 19041 members 
Entering Unmasked Estep 
Score: -1492011.625000 Penalty: 4948.669434
	Iteration 24Q: 3 clusters Score -1492012 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 19043 members 
Entering Unmasked Estep 
Score: -1492011.250000 Penalty: 4948.669434
	Iteration 25Q: 3 clusters Score -1492011 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 19052 members 
Entering Unmasked Estep 
Score: -1492016.000000 Penalty: 4948.669434
	Iteration 26Q: 3 clusters Score -1492016 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 19059 members 
Entering Unmasked Estep 
Score: -1492019.875000 Penalty: 4948.669434
	Iteration 27Q: 3 clusters Score -1492020 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 19065 members 
Entering Unmasked Estep 
Score: -1492021.000000 Penalty: 4948.669434
	Iteration 28Q: 3 clusters Score -1492021 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 19071 members 
Entering Unmasked Estep 
Score: -1492021.250000 Penalty: 4948.669434
	Iteration 29Q: 3 clusters Score -1492021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 19073 members 
Entering Unmasked Estep 
Score: -1492024.500000 Penalty: 4948.669434
	Iteration 30Q: 3 clusters Score -1492024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 19074 members 
Entering Unmasked Estep 
Score: -1492025.000000 Penalty: 4948.669434
	Iteration 31Q: 3 clusters Score -1492025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 19076 members 
Entering Unmasked Estep 
Score: -1492025.125000 Penalty: 4948.669434
	Iteration 32Q: 3 clusters Score -1492025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 19078 members 
Entering Unmasked Estep 
Score: -1492024.125000 Penalty: 4948.669434
	Iteration 33Q: 3 clusters Score -1492024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 19079 members 
Entering Unmasked Estep 
Score: -1492024.750000 Penalty: 4948.669434
	Iteration 34Q: 3 clusters Score -1492025 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 19079 members 
Entering Unmasked Estep 
Score: -1492024.750000 Penalty: 4948.669434
	Iteration 35F: 3 clusters Score -1492025 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74828 members 
Mstep: Class 2 contains 24265 members 
Mstep: Class 3 contains 3400 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 95427 members 
Mstep: Class 6 contains 153988 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8378 members 
Mstep: Class 9 contains 75880 members 
Mstep: Class 10 contains 63279 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 12568 members 
Mstep: Class 13 contains 5802 members 
Mstep: Class 14 contains 2450 members 
Mstep: Class 15 contains 17027 members 
Mstep: Class 16 contains 13929 members 
Mstep: Class 17 contains 37879 members 
Mstep: Class 18 contains 2930 members 
Mstep: Class 19 contains 5645 members 
Mstep: Class 20 contains 11837 members 
Mstep: Class 21 contains 9811 members 
Mstep: Class 22 contains 10004 members 
Mstep: Class 23 contains 28643 members 
Mstep: Class 24 contains 527222 members 
Mstep: Class 25 contains 60527 members 
Mstep: Class 26 contains 6819 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69862 members 
Mstep: Class 29 contains 5904 members 
Mstep: Class 30 contains 16804 members 
Mstep: Class 31 contains 3324 members 
Mstep: Class 32 contains 23606 members 
Mstep: Class 33 contains 2734 members 
Mstep: Class 34 contains 47326 members 
Mstep: Class 35 contains 19079 members 
Entering Unmasked Estep 
Score: -111984480.000000 Penalty: 123221.835938
Splitting cluster 14 changes total score from -111984560.000000 to -111984480.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (17027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17027 members 
Entering Unmasked Estep 
Score: -1350649.000000 Penalty: 2416.153809
	Iteration 0F: 2 clusters Score -1350649 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 8342 members 
Entering Unmasked Estep 
Score: -1338504.500000 Penalty: 4832.307617
	Iteration 0F: 3 clusters Score -1338504 nChanged 7359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1342504.375000 Penalty: 4832.307617
	Iteration 1F: 3 clusters Score -1342504 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -1343059.000000 Penalty: 4832.307617
	Iteration 2F: 3 clusters Score -1343059 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1343701.125000 Penalty: 4832.307617
	Iteration 3F: 3 clusters Score -1343701 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1344514.875000 Penalty: 4832.307617
	Iteration 4F: 3 clusters Score -1344515 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1345511.000000 Penalty: 4832.307617
	Iteration 5F: 3 clusters Score -1345511 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1346530.000000 Penalty: 4832.307617
	Iteration 6F: 3 clusters Score -1346530 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -1347356.125000 Penalty: 4832.307617
	Iteration 7F: 3 clusters Score -1347356 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1347889.500000 Penalty: 4832.307617
	Iteration 8Q: 3 clusters Score -1347890 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1348191.625000 Penalty: 4832.307617
	Iteration 9Q: 3 clusters Score -1348192 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1348344.125000 Penalty: 4832.307617
	Iteration 10Q: 3 clusters Score -1348344 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15631 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1348432.000000 Penalty: 4832.307617
	Iteration 11Q: 3 clusters Score -1348432 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15722 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1348492.500000 Penalty: 4832.307617
	Iteration 12Q: 3 clusters Score -1348492 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1348541.250000 Penalty: 4832.307617
	Iteration 13Q: 3 clusters Score -1348541 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15864 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1348583.500000 Penalty: 4832.307617
	Iteration 14Q: 3 clusters Score -1348584 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15911 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1348617.000000 Penalty: 4832.307617
	Iteration 15Q: 3 clusters Score -1348617 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1348638.250000 Penalty: 4832.307617
	Iteration 16Q: 3 clusters Score -1348638 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1348653.375000 Penalty: 4832.307617
	Iteration 17Q: 3 clusters Score -1348653 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15988 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1348666.250000 Penalty: 4832.307617
	Iteration 18Q: 3 clusters Score -1348666 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16005 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1348674.000000 Penalty: 4832.307617
	Iteration 19Q: 3 clusters Score -1348674 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1348680.875000 Penalty: 4832.307617
	Iteration 20F: 3 clusters Score -1348681 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16042 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1348689.250000 Penalty: 4832.307617
	Iteration 21Q: 3 clusters Score -1348689 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1348698.000000 Penalty: 4832.307617
	Iteration 22Q: 3 clusters Score -1348698 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16069 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1348705.250000 Penalty: 4832.307617
	Iteration 23Q: 3 clusters Score -1348705 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16083 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1348712.875000 Penalty: 4832.307617
	Iteration 24Q: 3 clusters Score -1348713 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1348720.125000 Penalty: 4832.307617
	Iteration 25Q: 3 clusters Score -1348720 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16102 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1348722.625000 Penalty: 4832.307617
	Iteration 26Q: 3 clusters Score -1348723 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1348725.875000 Penalty: 4832.307617
	Iteration 27Q: 3 clusters Score -1348726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1348729.125000 Penalty: 4832.307617
	Iteration 28Q: 3 clusters Score -1348729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1348728.375000 Penalty: 4832.307617
	Iteration 29Q: 3 clusters Score -1348728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1348728.500000 Penalty: 4832.307617
	Iteration 30Q: 3 clusters Score -1348728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16117 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1348728.500000 Penalty: 4832.307617
	Iteration 31Q: 3 clusters Score -1348728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16117 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1348728.500000 Penalty: 4832.307617
	Iteration 32F: 3 clusters Score -1348728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (13929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Entering Unmasked Estep 
Score: -1049798.625000 Penalty: 2366.348633
	Iteration 0F: 2 clusters Score -1049799 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1039649.875000 Penalty: 4732.697266
	Iteration 0F: 3 clusters Score -1039650 nChanged 5973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1042973.687500 Penalty: 4732.697266
	Iteration 1F: 3 clusters Score -1042974 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1043389.375000 Penalty: 4732.697266
	Iteration 2F: 3 clusters Score -1043389 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1043737.312500 Penalty: 4732.697266
	Iteration 3F: 3 clusters Score -1043737 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1043995.125000 Penalty: 4732.697266
	Iteration 4Q: 3 clusters Score -1043995 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1044246.687500 Penalty: 4732.697266
	Iteration 5Q: 3 clusters Score -1044247 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -1044490.937500 Penalty: 4732.697266
	Iteration 6Q: 3 clusters Score -1044491 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1044726.375000 Penalty: 4732.697266
	Iteration 7Q: 3 clusters Score -1044726 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1044946.937500 Penalty: 4732.697266
	Iteration 8Q: 3 clusters Score -1044947 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1045167.687500 Penalty: 4732.697266
	Iteration 9Q: 3 clusters Score -1045168 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -1045390.250000 Penalty: 4732.697266
	Iteration 10Q: 3 clusters Score -1045390 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1045618.187500 Penalty: 4732.697266
	Iteration 11Q: 3 clusters Score -1045618 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1045826.875000 Penalty: 4732.697266
	Iteration 12Q: 3 clusters Score -1045827 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1046047.125000 Penalty: 4732.697266
	Iteration 13Q: 3 clusters Score -1046047 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1046266.875000 Penalty: 4732.697266
	Iteration 14Q: 3 clusters Score -1046267 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1046484.937500 Penalty: 4732.697266
	Iteration 15Q: 3 clusters Score -1046485 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1046660.625000 Penalty: 4732.697266
	Iteration 16Q: 3 clusters Score -1046661 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1046786.312500 Penalty: 4732.697266
	Iteration 17Q: 3 clusters Score -1046786 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -1046906.187500 Penalty: 4732.697266
	Iteration 18Q: 3 clusters Score -1046906 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1047010.937500 Penalty: 4732.697266
	Iteration 19Q: 3 clusters Score -1047011 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1047114.500000 Penalty: 4732.697266
	Iteration 20F: 3 clusters Score -1047114 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1047210.187500 Penalty: 4732.697266
	Iteration 21Q: 3 clusters Score -1047210 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1047302.187500 Penalty: 4732.697266
	Iteration 22Q: 3 clusters Score -1047302 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1047382.812500 Penalty: 4732.697266
	Iteration 23Q: 3 clusters Score -1047383 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1047445.250000 Penalty: 4732.697266
	Iteration 24Q: 3 clusters Score -1047445 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1047514.062500 Penalty: 4732.697266
	Iteration 25Q: 3 clusters Score -1047514 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1047576.937500 Penalty: 4732.697266
	Iteration 26Q: 3 clusters Score -1047577 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1047623.187500 Penalty: 4732.697266
	Iteration 27Q: 3 clusters Score -1047623 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1047665.812500 Penalty: 4732.697266
	Iteration 28Q: 3 clusters Score -1047666 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1047697.562500 Penalty: 4732.697266
	Iteration 29Q: 3 clusters Score -1047698 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1047724.812500 Penalty: 4732.697266
	Iteration 30Q: 3 clusters Score -1047725 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1047752.562500 Penalty: 4732.697266
	Iteration 31Q: 3 clusters Score -1047753 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1047770.187500 Penalty: 4732.697266
	Iteration 32Q: 3 clusters Score -1047770 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1047788.875000 Penalty: 4732.697266
	Iteration 33Q: 3 clusters Score -1047789 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1047806.625000 Penalty: 4732.697266
	Iteration 34Q: 3 clusters Score -1047807 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1047819.500000 Penalty: 4732.697266
	Iteration 35Q: 3 clusters Score -1047820 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1047831.875000 Penalty: 4732.697266
	Iteration 36Q: 3 clusters Score -1047832 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1047843.875000 Penalty: 4732.697266
	Iteration 37Q: 3 clusters Score -1047844 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1047857.250000 Penalty: 4732.697266
	Iteration 38Q: 3 clusters Score -1047857 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1047867.375000 Penalty: 4732.697266
	Iteration 39Q: 3 clusters Score -1047867 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1047872.250000 Penalty: 4732.697266
	Iteration 40F: 3 clusters Score -1047872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1047874.750000 Penalty: 4732.697266
	Iteration 41Q: 3 clusters Score -1047875 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1047880.375000 Penalty: 4732.697266
	Iteration 42Q: 3 clusters Score -1047880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1047882.312500 Penalty: 4732.697266
	Iteration 43Q: 3 clusters Score -1047882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1047885.812500 Penalty: 4732.697266
	Iteration 44Q: 3 clusters Score -1047886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1047888.812500 Penalty: 4732.697266
	Iteration 45Q: 3 clusters Score -1047889 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1047891.562500 Penalty: 4732.697266
	Iteration 46Q: 3 clusters Score -1047892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1047895.875000 Penalty: 4732.697266
	Iteration 47Q: 3 clusters Score -1047896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1047898.750000 Penalty: 4732.697266
	Iteration 48Q: 3 clusters Score -1047899 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1047900.250000 Penalty: 4732.697266
	Iteration 49Q: 3 clusters Score -1047900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1047901.375000 Penalty: 4732.697266
	Iteration 50Q: 3 clusters Score -1047901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1047902.500000 Penalty: 4732.697266
	Iteration 51Q: 3 clusters Score -1047902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1047905.562500 Penalty: 4732.697266
	Iteration 52Q: 3 clusters Score -1047906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1047906.750000 Penalty: 4732.697266
	Iteration 53Q: 3 clusters Score -1047907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1047905.812500 Penalty: 4732.697266
	Iteration 54Q: 3 clusters Score -1047906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1047907.187500 Penalty: 4732.697266
	Iteration 55Q: 3 clusters Score -1047907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1047908.437500 Penalty: 4732.697266
	Iteration 56Q: 3 clusters Score -1047908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1047912.312500 Penalty: 4732.697266
	Iteration 57Q: 3 clusters Score -1047912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1047913.000000 Penalty: 4732.697266
	Iteration 58Q: 3 clusters Score -1047913 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1047918.500000 Penalty: 4732.697266
	Iteration 59Q: 3 clusters Score -1047918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1047919.437500 Penalty: 4732.697266
	Iteration 60F: 3 clusters Score -1047919 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1047921.000000 Penalty: 4732.697266
	Iteration 61Q: 3 clusters Score -1047921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1047923.062500 Penalty: 4732.697266
	Iteration 62Q: 3 clusters Score -1047923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1047924.687500 Penalty: 4732.697266
	Iteration 63Q: 3 clusters Score -1047925 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1047931.250000 Penalty: 4732.697266
	Iteration 64Q: 3 clusters Score -1047931 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1047933.375000 Penalty: 4732.697266
	Iteration 65Q: 3 clusters Score -1047933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1047936.562500 Penalty: 4732.697266
	Iteration 66Q: 3 clusters Score -1047937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1047938.750000 Penalty: 4732.697266
	Iteration 67Q: 3 clusters Score -1047939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1047940.437500 Penalty: 4732.697266
	Iteration 68Q: 3 clusters Score -1047940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1047940.500000 Penalty: 4732.697266
	Iteration 69Q: 3 clusters Score -1047940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1047940.500000 Penalty: 4732.697266
	Iteration 70F: 3 clusters Score -1047940 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (37879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37879 members 
Entering Unmasked Estep 
Score: -2954040.750000 Penalty: 2614.453857
	Iteration 0F: 2 clusters Score -2954041 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18853 members 
Mstep: Class 2 contains 19026 members 
Entering Unmasked Estep 
Score: -2928461.250000 Penalty: 5228.907715
	Iteration 0F: 3 clusters Score -2928461 nChanged 17231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 19501 members 
Entering Unmasked Estep 
Score: -2937857.000000 Penalty: 5228.907715
	Iteration 1F: 3 clusters Score -2937857 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18209 members 
Mstep: Class 2 contains 19670 members 
Entering Unmasked Estep 
Score: -2938416.500000 Penalty: 5228.907715
	Iteration 2Q: 3 clusters Score -2938416 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18006 members 
Mstep: Class 2 contains 19873 members 
Entering Unmasked Estep 
Score: -2938994.500000 Penalty: 5228.907715
	Iteration 3Q: 3 clusters Score -2938994 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 20135 members 
Entering Unmasked Estep 
Score: -2939664.250000 Penalty: 5228.907715
	Iteration 4Q: 3 clusters Score -2939664 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17396 members 
Mstep: Class 2 contains 20483 members 
Entering Unmasked Estep 
Score: -2940387.250000 Penalty: 5228.907715
	Iteration 5Q: 3 clusters Score -2940387 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 20898 members 
Entering Unmasked Estep 
Score: -2941126.250000 Penalty: 5228.907715
	Iteration 6Q: 3 clusters Score -2941126 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16428 members 
Mstep: Class 2 contains 21451 members 
Entering Unmasked Estep 
Score: -2941925.250000 Penalty: 5228.907715
	Iteration 7Q: 3 clusters Score -2941925 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 22255 members 
Entering Unmasked Estep 
Score: -2942855.500000 Penalty: 5228.907715
	Iteration 8Q: 3 clusters Score -2942856 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14626 members 
Mstep: Class 2 contains 23253 members 
Entering Unmasked Estep 
Score: -2943946.750000 Penalty: 5228.907715
	Iteration 9Q: 3 clusters Score -2943947 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 24393 members 
Entering Unmasked Estep 
Score: -2945249.000000 Penalty: 5228.907715
	Iteration 10F: 3 clusters Score -2945249 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 25590 members 
Entering Unmasked Estep 
Score: -2946519.750000 Penalty: 5228.907715
	Iteration 11F: 3 clusters Score -2946520 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 26711 members 
Entering Unmasked Estep 
Score: -2947556.750000 Penalty: 5228.907715
	Iteration 12Q: 3 clusters Score -2947557 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 27637 members 
Entering Unmasked Estep 
Score: -2948313.250000 Penalty: 5228.907715
	Iteration 13Q: 3 clusters Score -2948313 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 28321 members 
Entering Unmasked Estep 
Score: -2948769.250000 Penalty: 5228.907715
	Iteration 14Q: 3 clusters Score -2948769 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 28878 members 
Entering Unmasked Estep 
Score: -2949080.250000 Penalty: 5228.907715
	Iteration 15Q: 3 clusters Score -2949080 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 29362 members 
Entering Unmasked Estep 
Score: -2949301.500000 Penalty: 5228.907715
	Iteration 16Q: 3 clusters Score -2949302 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 29840 members 
Entering Unmasked Estep 
Score: -2949497.500000 Penalty: 5228.907715
	Iteration 17Q: 3 clusters Score -2949498 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 30302 members 
Entering Unmasked Estep 
Score: -2949691.250000 Penalty: 5228.907715
	Iteration 18Q: 3 clusters Score -2949691 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 30758 members 
Entering Unmasked Estep 
Score: -2949866.000000 Penalty: 5228.907715
	Iteration 19Q: 3 clusters Score -2949866 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 31192 members 
Entering Unmasked Estep 
Score: -2950020.000000 Penalty: 5228.907715
	Iteration 20F: 3 clusters Score -2950020 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 31606 members 
Entering Unmasked Estep 
Score: -2950171.000000 Penalty: 5228.907715
	Iteration 21Q: 3 clusters Score -2950171 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 31996 members 
Entering Unmasked Estep 
Score: -2950318.000000 Penalty: 5228.907715
	Iteration 22Q: 3 clusters Score -2950318 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 32392 members 
Entering Unmasked Estep 
Score: -2950480.500000 Penalty: 5228.907715
	Iteration 23Q: 3 clusters Score -2950480 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 32805 members 
Entering Unmasked Estep 
Score: -2950670.250000 Penalty: 5228.907715
	Iteration 24Q: 3 clusters Score -2950670 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 33196 members 
Entering Unmasked Estep 
Score: -2950867.500000 Penalty: 5228.907715
	Iteration 25Q: 3 clusters Score -2950868 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 33566 members 
Entering Unmasked Estep 
Score: -2951099.750000 Penalty: 5228.907715
	Iteration 26Q: 3 clusters Score -2951100 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 33936 members 
Entering Unmasked Estep 
Score: -2951345.250000 Penalty: 5228.907715
	Iteration 27Q: 3 clusters Score -2951345 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 34286 members 
Entering Unmasked Estep 
Score: -2951595.250000 Penalty: 5228.907715
	Iteration 28Q: 3 clusters Score -2951595 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 34580 members 
Entering Unmasked Estep 
Score: -2951799.000000 Penalty: 5228.907715
	Iteration 29Q: 3 clusters Score -2951799 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 34807 members 
Entering Unmasked Estep 
Score: -2951926.500000 Penalty: 5228.907715
	Iteration 30Q: 3 clusters Score -2951926 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 34970 members 
Entering Unmasked Estep 
Score: -2951998.500000 Penalty: 5228.907715
	Iteration 31Q: 3 clusters Score -2951998 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 35101 members 
Entering Unmasked Estep 
Score: -2952052.250000 Penalty: 5228.907715
	Iteration 32Q: 3 clusters Score -2952052 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 35204 members 
Entering Unmasked Estep 
Score: -2952102.500000 Penalty: 5228.907715
	Iteration 33Q: 3 clusters Score -2952102 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 35287 members 
Entering Unmasked Estep 
Score: -2952132.500000 Penalty: 5228.907715
	Iteration 34Q: 3 clusters Score -2952132 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 35347 members 
Entering Unmasked Estep 
Score: -2952153.000000 Penalty: 5228.907715
	Iteration 35Q: 3 clusters Score -2952153 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 35404 members 
Entering Unmasked Estep 
Score: -2952176.750000 Penalty: 5228.907715
	Iteration 36Q: 3 clusters Score -2952177 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 35447 members 
Entering Unmasked Estep 
Score: -2952188.250000 Penalty: 5228.907715
	Iteration 37Q: 3 clusters Score -2952188 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 35489 members 
Entering Unmasked Estep 
Score: -2952200.250000 Penalty: 5228.907715
	Iteration 38Q: 3 clusters Score -2952200 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 35519 members 
Entering Unmasked Estep 
Score: -2952210.500000 Penalty: 5228.907715
	Iteration 39Q: 3 clusters Score -2952210 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 35551 members 
Entering Unmasked Estep 
Score: -2952220.500000 Penalty: 5228.907715
	Iteration 40F: 3 clusters Score -2952220 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 35585 members 
Entering Unmasked Estep 
Score: -2952231.000000 Penalty: 5228.907715
	Iteration 41Q: 3 clusters Score -2952231 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 35620 members 
Entering Unmasked Estep 
Score: -2952242.750000 Penalty: 5228.907715
	Iteration 42Q: 3 clusters Score -2952243 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 35645 members 
Entering Unmasked Estep 
Score: -2952247.000000 Penalty: 5228.907715
	Iteration 43Q: 3 clusters Score -2952247 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 35662 members 
Entering Unmasked Estep 
Score: -2952243.000000 Penalty: 5228.907715
	Iteration 44Q: 3 clusters Score -2952243 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 35680 members 
Entering Unmasked Estep 
Score: -2952251.500000 Penalty: 5228.907715
	Iteration 45Q: 3 clusters Score -2952252 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 35695 members 
Entering Unmasked Estep 
Score: -2952254.250000 Penalty: 5228.907715
	Iteration 46Q: 3 clusters Score -2952254 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 35705 members 
Entering Unmasked Estep 
Score: -2952259.500000 Penalty: 5228.907715
	Iteration 47Q: 3 clusters Score -2952260 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 35715 members 
Entering Unmasked Estep 
Score: -2952265.500000 Penalty: 5228.907715
	Iteration 48Q: 3 clusters Score -2952266 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 35725 members 
Entering Unmasked Estep 
Score: -2952274.750000 Penalty: 5228.907715
	Iteration 49Q: 3 clusters Score -2952275 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 35733 members 
Entering Unmasked Estep 
Score: -2952270.250000 Penalty: 5228.907715
	Iteration 50Q: 3 clusters Score -2952270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 35740 members 
Entering Unmasked Estep 
Score: -2952270.750000 Penalty: 5228.907715
	Iteration 51Q: 3 clusters Score -2952271 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 35750 members 
Entering Unmasked Estep 
Score: -2952272.500000 Penalty: 5228.907715
	Iteration 52Q: 3 clusters Score -2952272 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 35759 members 
Entering Unmasked Estep 
Score: -2952268.250000 Penalty: 5228.907715
	Iteration 53Q: 3 clusters Score -2952268 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 35765 members 
Entering Unmasked Estep 
Score: -2952272.750000 Penalty: 5228.907715
	Iteration 54Q: 3 clusters Score -2952273 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 35770 members 
Entering Unmasked Estep 
Score: -2952278.750000 Penalty: 5228.907715
	Iteration 55Q: 3 clusters Score -2952279 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 35773 members 
Entering Unmasked Estep 
Score: -2952280.750000 Penalty: 5228.907715
	Iteration 56Q: 3 clusters Score -2952281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 35777 members 
Entering Unmasked Estep 
Score: -2952271.750000 Penalty: 5228.907715
	Iteration 57Q: 3 clusters Score -2952272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 35778 members 
Entering Unmasked Estep 
Score: -2952272.750000 Penalty: 5228.907715
	Iteration 58Q: 3 clusters Score -2952273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 35781 members 
Entering Unmasked Estep 
Score: -2952274.500000 Penalty: 5228.907715
	Iteration 59Q: 3 clusters Score -2952274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 35782 members 
Entering Unmasked Estep 
Score: -2952275.750000 Penalty: 5228.907715
	Iteration 60F: 3 clusters Score -2952276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Entering Unmasked Estep 
Score: -249692.484375 Penalty: 1979.723877
	Iteration 0F: 2 clusters Score -249692.5 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 1445 members 
Entering Unmasked Estep 
Score: -246499.625000 Penalty: 3959.447754
	Iteration 0F: 3 clusters Score -246499.6 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -247120.203125 Penalty: 3959.447754
	Iteration 1F: 3 clusters Score -247120.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -247261.390625 Penalty: 3959.447754
	Iteration 2F: 3 clusters Score -247261.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -247328.765625 Penalty: 3959.447754
	Iteration 3Q: 3 clusters Score -247328.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -247368.234375 Penalty: 3959.447754
	Iteration 4Q: 3 clusters Score -247368.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -247398.453125 Penalty: 3959.447754
	Iteration 5Q: 3 clusters Score -247398.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -247419.625000 Penalty: 3959.447754
	Iteration 6Q: 3 clusters Score -247419.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -247437.031250 Penalty: 3959.447754
	Iteration 7Q: 3 clusters Score -247437 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -247451.250000 Penalty: 3959.447754
	Iteration 8Q: 3 clusters Score -247451.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -247461.484375 Penalty: 3959.447754
	Iteration 9Q: 3 clusters Score -247461.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -247472.046875 Penalty: 3959.447754
	Iteration 10Q: 3 clusters Score -247472 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -247480.453125 Penalty: 3959.447754
	Iteration 11Q: 3 clusters Score -247480.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -247489.734375 Penalty: 3959.447754
	Iteration 12Q: 3 clusters Score -247489.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -247496.609375 Penalty: 3959.447754
	Iteration 13Q: 3 clusters Score -247496.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -247500.796875 Penalty: 3959.447754
	Iteration 14Q: 3 clusters Score -247500.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -247503.203125 Penalty: 3959.447754
	Iteration 15Q: 3 clusters Score -247503.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -247503.203125 Penalty: 3959.447754
	Iteration 16F: 3 clusters Score -247503.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Entering Unmasked Estep 
Score: -441576.656250 Penalty: 2142.354248
	Iteration 0F: 2 clusters Score -441576.7 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 2832 members 
Entering Unmasked Estep 
Score: -436664.187500 Penalty: 4284.708496
	Iteration 0F: 3 clusters Score -436664.2 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -437869.218750 Penalty: 4284.708496
	Iteration 1F: 3 clusters Score -437869.2 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -438146.593750 Penalty: 4284.708496
	Iteration 2F: 3 clusters Score -438146.6 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -438314.031250 Penalty: 4284.708496
	Iteration 3F: 3 clusters Score -438314 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -438412.937500 Penalty: 4284.708496
	Iteration 4Q: 3 clusters Score -438412.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -438490.687500 Penalty: 4284.708496
	Iteration 5Q: 3 clusters Score -438490.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -438559.500000 Penalty: 4284.708496
	Iteration 6Q: 3 clusters Score -438559.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -438619.312500 Penalty: 4284.708496
	Iteration 7Q: 3 clusters Score -438619.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -438658.843750 Penalty: 4284.708496
	Iteration 8Q: 3 clusters Score -438658.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -438694.343750 Penalty: 4284.708496
	Iteration 9Q: 3 clusters Score -438694.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -438724.187500 Penalty: 4284.708496
	Iteration 10Q: 3 clusters Score -438724.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -438753.062500 Penalty: 4284.708496
	Iteration 11Q: 3 clusters Score -438753.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -438776.687500 Penalty: 4284.708496
	Iteration 12Q: 3 clusters Score -438776.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -438797.343750 Penalty: 4284.708496
	Iteration 13Q: 3 clusters Score -438797.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -438815.187500 Penalty: 4284.708496
	Iteration 14Q: 3 clusters Score -438815.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -438836.031250 Penalty: 4284.708496
	Iteration 15Q: 3 clusters Score -438836 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -438855.656250 Penalty: 4284.708496
	Iteration 16Q: 3 clusters Score -438855.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -438873.093750 Penalty: 4284.708496
	Iteration 17Q: 3 clusters Score -438873.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -438892.562500 Penalty: 4284.708496
	Iteration 18Q: 3 clusters Score -438892.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -438911.843750 Penalty: 4284.708496
	Iteration 19Q: 3 clusters Score -438911.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -438934.093750 Penalty: 4284.708496
	Iteration 20F: 3 clusters Score -438934.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -438959.156250 Penalty: 4284.708496
	Iteration 21Q: 3 clusters Score -438959.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -438984.750000 Penalty: 4284.708496
	Iteration 22Q: 3 clusters Score -438984.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -439007.750000 Penalty: 4284.708496
	Iteration 23Q: 3 clusters Score -439007.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -439032.312500 Penalty: 4284.708496
	Iteration 24Q: 3 clusters Score -439032.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -439057.468750 Penalty: 4284.708496
	Iteration 25Q: 3 clusters Score -439057.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -439083.000000 Penalty: 4284.708496
	Iteration 26Q: 3 clusters Score -439083 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -439116.531250 Penalty: 4284.708496
	Iteration 27Q: 3 clusters Score -439116.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -439154.281250 Penalty: 4284.708496
	Iteration 28Q: 3 clusters Score -439154.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -439199.875000 Penalty: 4284.708496
	Iteration 29Q: 3 clusters Score -439199.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -439256.781250 Penalty: 4284.708496
	Iteration 30Q: 3 clusters Score -439256.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -439315.406250 Penalty: 4284.708496
	Iteration 31Q: 3 clusters Score -439315.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -439365.531250 Penalty: 4284.708496
	Iteration 32Q: 3 clusters Score -439365.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -439412.000000 Penalty: 4284.708496
	Iteration 33Q: 3 clusters Score -439412 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -439467.093750 Penalty: 4284.708496
	Iteration 34Q: 3 clusters Score -439467.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -439520.218750 Penalty: 4284.708496
	Iteration 35Q: 3 clusters Score -439520.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -439562.781250 Penalty: 4284.708496
	Iteration 36Q: 3 clusters Score -439562.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -439600.406250 Penalty: 4284.708496
	Iteration 37Q: 3 clusters Score -439600.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -439635.781250 Penalty: 4284.708496
	Iteration 38Q: 3 clusters Score -439635.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -439659.031250 Penalty: 4284.708496
	Iteration 39Q: 3 clusters Score -439659 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -439682.156250 Penalty: 4284.708496
	Iteration 40F: 3 clusters Score -439682.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -439700.468750 Penalty: 4284.708496
	Iteration 41Q: 3 clusters Score -439700.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -439716.781250 Penalty: 4284.708496
	Iteration 42Q: 3 clusters Score -439716.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -439728.156250 Penalty: 4284.708496
	Iteration 43Q: 3 clusters Score -439728.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -439738.500000 Penalty: 4284.708496
	Iteration 44Q: 3 clusters Score -439738.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -439744.000000 Penalty: 4284.708496
	Iteration 45Q: 3 clusters Score -439744 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -439747.500000 Penalty: 4284.708496
	Iteration 46Q: 3 clusters Score -439747.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -439751.437500 Penalty: 4284.708496
	Iteration 47Q: 3 clusters Score -439751.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -439753.656250 Penalty: 4284.708496
	Iteration 48Q: 3 clusters Score -439753.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -439754.781250 Penalty: 4284.708496
	Iteration 49Q: 3 clusters Score -439754.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -439756.343750 Penalty: 4284.708496
	Iteration 50Q: 3 clusters Score -439756.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -439757.187500 Penalty: 4284.708496
	Iteration 51Q: 3 clusters Score -439757.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -439758.437500 Penalty: 4284.708496
	Iteration 52Q: 3 clusters Score -439758.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -439760.156250 Penalty: 4284.708496
	Iteration 53Q: 3 clusters Score -439760.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -439761.812500 Penalty: 4284.708496
	Iteration 54Q: 3 clusters Score -439761.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -439762.750000 Penalty: 4284.708496
	Iteration 55Q: 3 clusters Score -439762.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -439763.812500 Penalty: 4284.708496
	Iteration 56Q: 3 clusters Score -439763.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -439766.000000 Penalty: 4284.708496
	Iteration 57Q: 3 clusters Score -439766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -439767.125000 Penalty: 4284.708496
	Iteration 58Q: 3 clusters Score -439767.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -439768.625000 Penalty: 4284.708496
	Iteration 59Q: 3 clusters Score -439768.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -439769.625000 Penalty: 4284.708496
	Iteration 60F: 3 clusters Score -439769.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -439770.718750 Penalty: 4284.708496
	Iteration 61Q: 3 clusters Score -439770.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -439772.187500 Penalty: 4284.708496
	Iteration 62Q: 3 clusters Score -439772.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -439772.125000 Penalty: 4284.708496
	Iteration 63Q: 3 clusters Score -439772.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -439771.968750 Penalty: 4284.708496
	Iteration 64Q: 3 clusters Score -439772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -439772.843750 Penalty: 4284.708496
	Iteration 65Q: 3 clusters Score -439772.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -439772.562500 Penalty: 4284.708496
	Iteration 66Q: 3 clusters Score -439772.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -439772.562500 Penalty: 4284.708496
	Iteration 67F: 3 clusters Score -439772.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (11837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Entering Unmasked Estep 
Score: -924923.375000 Penalty: 2325.988281
	Iteration 0F: 2 clusters Score -924923.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -916038.125000 Penalty: 4651.976562
	Iteration 0F: 3 clusters Score -916038.1 nChanged 5028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -918838.125000 Penalty: 4651.976562
	Iteration 1F: 3 clusters Score -918838.1 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -919489.187500 Penalty: 4651.976562
	Iteration 2F: 3 clusters Score -919489.2 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -920187.687500 Penalty: 4651.976562
	Iteration 3F: 3 clusters Score -920187.7 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -920853.437500 Penalty: 4651.976562
	Iteration 4F: 3 clusters Score -920853.4 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -921406.937500 Penalty: 4651.976562
	Iteration 5F: 3 clusters Score -921406.9 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -921944.125000 Penalty: 4651.976562
	Iteration 6F: 3 clusters Score -921944.1 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -922557.875000 Penalty: 4651.976562
	Iteration 7F: 3 clusters Score -922557.9 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -923281.812500 Penalty: 4651.976562
	Iteration 8F: 3 clusters Score -923281.8 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -924102.937500 Penalty: 4651.976562
	Iteration 9Q: 3 clusters Score -924102.9 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -924631.562500 Penalty: 4651.976562
	Iteration 10Q: 3 clusters Score -924631.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -924835.062500 Penalty: 4651.976562
	Iteration 11Q: 3 clusters Score -924835.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -924911.875000 Penalty: 4651.976562
	Iteration 12Q: 3 clusters Score -924911.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -924953.250000 Penalty: 4651.976562
	Iteration 13Q: 3 clusters Score -924953.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -924980.750000 Penalty: 4651.976562
	Iteration 14Q: 3 clusters Score -924980.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -924996.687500 Penalty: 4651.976562
	Iteration 15Q: 3 clusters Score -924996.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -925003.750000 Penalty: 4651.976562
	Iteration 16Q: 3 clusters Score -925003.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -925007.500000 Penalty: 4651.976562
	Iteration 17Q: 3 clusters Score -925007.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -925008.562500 Penalty: 4651.976562
	Iteration 18Q: 3 clusters Score -925008.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -925011.000000 Penalty: 4651.976562
	Iteration 19Q: 3 clusters Score -925011 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -925012.500000 Penalty: 4651.976562
	Iteration 20F: 3 clusters Score -925012.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -925015.937500 Penalty: 4651.976562
	Iteration 21Q: 3 clusters Score -925015.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -925019.562500 Penalty: 4651.976562
	Iteration 22Q: 3 clusters Score -925019.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -925020.562500 Penalty: 4651.976562
	Iteration 23Q: 3 clusters Score -925020.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -925019.562500 Penalty: 4651.976562
	Iteration 24Q: 3 clusters Score -925019.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -925019.562500 Penalty: 4651.976562
	Iteration 25F: 3 clusters Score -925019.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74828 members 
Mstep: Class 2 contains 24265 members 
Mstep: Class 3 contains 3400 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 95427 members 
Mstep: Class 6 contains 153988 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8378 members 
Mstep: Class 9 contains 75880 members 
Mstep: Class 10 contains 63279 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 12568 members 
Mstep: Class 13 contains 5802 members 
Mstep: Class 14 contains 21529 members 
Mstep: Class 15 contains 17027 members 
Mstep: Class 16 contains 13929 members 
Mstep: Class 17 contains 37879 members 
Mstep: Class 18 contains 2930 members 
Mstep: Class 19 contains 5645 members 
Mstep: Class 20 contains 9056 members 
Mstep: Class 21 contains 9811 members 
Mstep: Class 22 contains 10004 members 
Mstep: Class 23 contains 28643 members 
Mstep: Class 24 contains 527222 members 
Mstep: Class 25 contains 60527 members 
Mstep: Class 26 contains 6819 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69862 members 
Mstep: Class 29 contains 5904 members 
Mstep: Class 30 contains 16804 members 
Mstep: Class 31 contains 3324 members 
Mstep: Class 32 contains 23606 members 
Mstep: Class 33 contains 2734 members 
Mstep: Class 34 contains 47326 members 
Mstep: Class 35 contains 2781 members 
Entering Unmasked Estep 
Score: -111983824.000000 Penalty: 123221.835938
Splitting cluster 20 changes total score from -111984560.000000 to -111983824.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (9811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Entering Unmasked Estep 
Score: -799762.875000 Penalty: 2279.432373
	Iteration 0F: 2 clusters Score -799762.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -792247.875000 Penalty: 4558.864746
	Iteration 0F: 3 clusters Score -792247.9 nChanged 4091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -794473.437500 Penalty: 4558.864746
	Iteration 1F: 3 clusters Score -794473.4 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -794928.000000 Penalty: 4558.864746
	Iteration 2F: 3 clusters Score -794928 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -795370.812500 Penalty: 4558.864746
	Iteration 3F: 3 clusters Score -795370.8 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -795848.375000 Penalty: 4558.864746
	Iteration 4F: 3 clusters Score -795848.4 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -796296.625000 Penalty: 4558.864746
	Iteration 5F: 3 clusters Score -796296.6 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -796742.625000 Penalty: 4558.864746
	Iteration 6F: 3 clusters Score -796742.6 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -797108.437500 Penalty: 4558.864746
	Iteration 7Q: 3 clusters Score -797108.4 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -797372.000000 Penalty: 4558.864746
	Iteration 8Q: 3 clusters Score -797372 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -797557.312500 Penalty: 4558.864746
	Iteration 9Q: 3 clusters Score -797557.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -797702.812500 Penalty: 4558.864746
	Iteration 10Q: 3 clusters Score -797702.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -797799.500000 Penalty: 4558.864746
	Iteration 11Q: 3 clusters Score -797799.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -797860.875000 Penalty: 4558.864746
	Iteration 12Q: 3 clusters Score -797860.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -797903.500000 Penalty: 4558.864746
	Iteration 13Q: 3 clusters Score -797903.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -797925.875000 Penalty: 4558.864746
	Iteration 14Q: 3 clusters Score -797925.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -797940.562500 Penalty: 4558.864746
	Iteration 15Q: 3 clusters Score -797940.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -797953.875000 Penalty: 4558.864746
	Iteration 16Q: 3 clusters Score -797953.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -797960.125000 Penalty: 4558.864746
	Iteration 17Q: 3 clusters Score -797960.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -797965.250000 Penalty: 4558.864746
	Iteration 18Q: 3 clusters Score -797965.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -797969.687500 Penalty: 4558.864746
	Iteration 19Q: 3 clusters Score -797969.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -797971.875000 Penalty: 4558.864746
	Iteration 20F: 3 clusters Score -797971.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -797975.687500 Penalty: 4558.864746
	Iteration 21Q: 3 clusters Score -797975.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -797978.687500 Penalty: 4558.864746
	Iteration 22Q: 3 clusters Score -797978.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -797976.312500 Penalty: 4558.864746
	Iteration 23Q: 3 clusters Score -797976.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -797980.812500 Penalty: 4558.864746
	Iteration 24Q: 3 clusters Score -797980.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -797982.250000 Penalty: 4558.864746
	Iteration 25Q: 3 clusters Score -797982.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -797983.812500 Penalty: 4558.864746
	Iteration 26Q: 3 clusters Score -797983.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -797983.875000 Penalty: 4558.864746
	Iteration 27Q: 3 clusters Score -797983.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -797985.937500 Penalty: 4558.864746
	Iteration 28Q: 3 clusters Score -797985.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -797984.812500 Penalty: 4558.864746
	Iteration 29Q: 3 clusters Score -797984.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -797985.500000 Penalty: 4558.864746
	Iteration 30Q: 3 clusters Score -797985.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -797985.687500 Penalty: 4558.864746
	Iteration 31Q: 3 clusters Score -797985.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -797984.500000 Penalty: 4558.864746
	Iteration 32Q: 3 clusters Score -797984.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -797985.000000 Penalty: 4558.864746
	Iteration 33Q: 3 clusters Score -797985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -797987.875000 Penalty: 4558.864746
	Iteration 34Q: 3 clusters Score -797987.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -797988.375000 Penalty: 4558.864746
	Iteration 35Q: 3 clusters Score -797988.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -797990.312500 Penalty: 4558.864746
	Iteration 36Q: 3 clusters Score -797990.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -797989.625000 Penalty: 4558.864746
	Iteration 37Q: 3 clusters Score -797989.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -797992.500000 Penalty: 4558.864746
	Iteration 38Q: 3 clusters Score -797992.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -797994.375000 Penalty: 4558.864746
	Iteration 39Q: 3 clusters Score -797994.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -797994.562500 Penalty: 4558.864746
	Iteration 40F: 3 clusters Score -797994.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -797996.312500 Penalty: 4558.864746
	Iteration 41Q: 3 clusters Score -797996.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -797996.250000 Penalty: 4558.864746
	Iteration 42Q: 3 clusters Score -797996.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -797994.812500 Penalty: 4558.864746
	Iteration 43Q: 3 clusters Score -797994.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -797994.812500 Penalty: 4558.864746
	Iteration 44F: 3 clusters Score -797994.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Entering Unmasked Estep 
Score: -753259.437500 Penalty: 2284.263428
	Iteration 0F: 2 clusters Score -753259.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -745584.250000 Penalty: 4568.526855
	Iteration 0F: 3 clusters Score -745584.2 nChanged 4180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -747891.125000 Penalty: 4568.526855
	Iteration 1F: 3 clusters Score -747891.1 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -748346.500000 Penalty: 4568.526855
	Iteration 2F: 3 clusters Score -748346.5 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -748809.562500 Penalty: 4568.526855
	Iteration 3F: 3 clusters Score -748809.6 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -749280.562500 Penalty: 4568.526855
	Iteration 4F: 3 clusters Score -749280.6 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -749751.500000 Penalty: 4568.526855
	Iteration 5F: 3 clusters Score -749751.5 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -750201.375000 Penalty: 4568.526855
	Iteration 6F: 3 clusters Score -750201.4 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -750696.562500 Penalty: 4568.526855
	Iteration 7F: 3 clusters Score -750696.6 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -751205.250000 Penalty: 4568.526855
	Iteration 8F: 3 clusters Score -751205.2 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -751583.062500 Penalty: 4568.526855
	Iteration 9Q: 3 clusters Score -751583.1 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -751881.500000 Penalty: 4568.526855
	Iteration 10Q: 3 clusters Score -751881.5 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -752082.750000 Penalty: 4568.526855
	Iteration 11Q: 3 clusters Score -752082.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -752224.500000 Penalty: 4568.526855
	Iteration 12Q: 3 clusters Score -752224.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -752337.437500 Penalty: 4568.526855
	Iteration 13Q: 3 clusters Score -752337.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -752405.500000 Penalty: 4568.526855
	Iteration 14Q: 3 clusters Score -752405.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -752456.312500 Penalty: 4568.526855
	Iteration 15Q: 3 clusters Score -752456.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -752497.750000 Penalty: 4568.526855
	Iteration 16Q: 3 clusters Score -752497.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -752527.937500 Penalty: 4568.526855
	Iteration 17Q: 3 clusters Score -752527.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -752562.250000 Penalty: 4568.526855
	Iteration 18Q: 3 clusters Score -752562.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -752594.812500 Penalty: 4568.526855
	Iteration 19Q: 3 clusters Score -752594.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -752615.937500 Penalty: 4568.526855
	Iteration 20F: 3 clusters Score -752615.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -752629.625000 Penalty: 4568.526855
	Iteration 21Q: 3 clusters Score -752629.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -752646.875000 Penalty: 4568.526855
	Iteration 22Q: 3 clusters Score -752646.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -752656.625000 Penalty: 4568.526855
	Iteration 23Q: 3 clusters Score -752656.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -752674.125000 Penalty: 4568.526855
	Iteration 24Q: 3 clusters Score -752674.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -752686.000000 Penalty: 4568.526855
	Iteration 25Q: 3 clusters Score -752686 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -752702.562500 Penalty: 4568.526855
	Iteration 26Q: 3 clusters Score -752702.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -752718.125000 Penalty: 4568.526855
	Iteration 27Q: 3 clusters Score -752718.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -752730.937500 Penalty: 4568.526855
	Iteration 28Q: 3 clusters Score -752730.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -752742.375000 Penalty: 4568.526855
	Iteration 29Q: 3 clusters Score -752742.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -752752.375000 Penalty: 4568.526855
	Iteration 30Q: 3 clusters Score -752752.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -752767.625000 Penalty: 4568.526855
	Iteration 31Q: 3 clusters Score -752767.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -752785.812500 Penalty: 4568.526855
	Iteration 32Q: 3 clusters Score -752785.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -752795.000000 Penalty: 4568.526855
	Iteration 33Q: 3 clusters Score -752795 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -752803.937500 Penalty: 4568.526855
	Iteration 34Q: 3 clusters Score -752803.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -752814.500000 Penalty: 4568.526855
	Iteration 35Q: 3 clusters Score -752814.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -752824.250000 Penalty: 4568.526855
	Iteration 36Q: 3 clusters Score -752824.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -752829.375000 Penalty: 4568.526855
	Iteration 37Q: 3 clusters Score -752829.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -752839.062500 Penalty: 4568.526855
	Iteration 38Q: 3 clusters Score -752839.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -752840.687500 Penalty: 4568.526855
	Iteration 39Q: 3 clusters Score -752840.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -752843.875000 Penalty: 4568.526855
	Iteration 40F: 3 clusters Score -752843.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -752844.500000 Penalty: 4568.526855
	Iteration 41Q: 3 clusters Score -752844.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -752845.062500 Penalty: 4568.526855
	Iteration 42Q: 3 clusters Score -752845.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -752848.125000 Penalty: 4568.526855
	Iteration 43Q: 3 clusters Score -752848.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -752849.437500 Penalty: 4568.526855
	Iteration 44Q: 3 clusters Score -752849.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -752850.562500 Penalty: 4568.526855
	Iteration 45Q: 3 clusters Score -752850.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -752851.687500 Penalty: 4568.526855
	Iteration 46Q: 3 clusters Score -752851.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -752852.750000 Penalty: 4568.526855
	Iteration 47Q: 3 clusters Score -752852.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -752852.750000 Penalty: 4568.526855
	Iteration 48Q: 3 clusters Score -752852.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -752852.125000 Penalty: 4568.526855
	Iteration 49Q: 3 clusters Score -752852.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -752853.562500 Penalty: 4568.526855
	Iteration 50Q: 3 clusters Score -752853.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -752854.625000 Penalty: 4568.526855
	Iteration 51Q: 3 clusters Score -752854.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -752854.625000 Penalty: 4568.526855
	Iteration 52F: 3 clusters Score -752854.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (28643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28643 members 
Entering Unmasked Estep 
Score: -2206497.500000 Penalty: 2545.140869
	Iteration 0F: 2 clusters Score -2206498 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -2186648.750000 Penalty: 5090.281738
	Iteration 0F: 3 clusters Score -2186649 nChanged 12947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 14833 members 
Entering Unmasked Estep 
Score: -2193697.000000 Penalty: 5090.281738
	Iteration 1F: 3 clusters Score -2193697 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -2194175.500000 Penalty: 5090.281738
	Iteration 2Q: 3 clusters Score -2194176 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 15461 members 
Entering Unmasked Estep 
Score: -2194683.000000 Penalty: 5090.281738
	Iteration 3Q: 3 clusters Score -2194683 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -2195259.750000 Penalty: 5090.281738
	Iteration 4Q: 3 clusters Score -2195260 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 16768 members 
Entering Unmasked Estep 
Score: -2195917.250000 Penalty: 5090.281738
	Iteration 5Q: 3 clusters Score -2195917 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -2196717.500000 Penalty: 5090.281738
	Iteration 6F: 3 clusters Score -2196718 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 18849 members 
Entering Unmasked Estep 
Score: -2197660.750000 Penalty: 5090.281738
	Iteration 7F: 3 clusters Score -2197661 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 20133 members 
Entering Unmasked Estep 
Score: -2198723.250000 Penalty: 5090.281738
	Iteration 8F: 3 clusters Score -2198723 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 21427 members 
Entering Unmasked Estep 
Score: -2199816.250000 Penalty: 5090.281738
	Iteration 9F: 3 clusters Score -2199816 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 22619 members 
Entering Unmasked Estep 
Score: -2200852.000000 Penalty: 5090.281738
	Iteration 10F: 3 clusters Score -2200852 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 23611 members 
Entering Unmasked Estep 
Score: -2201702.750000 Penalty: 5090.281738
	Iteration 11Q: 3 clusters Score -2201703 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 24398 members 
Entering Unmasked Estep 
Score: -2202371.000000 Penalty: 5090.281738
	Iteration 12Q: 3 clusters Score -2202371 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 25009 members 
Entering Unmasked Estep 
Score: -2202848.250000 Penalty: 5090.281738
	Iteration 13Q: 3 clusters Score -2202848 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 25482 members 
Entering Unmasked Estep 
Score: -2203161.750000 Penalty: 5090.281738
	Iteration 14Q: 3 clusters Score -2203162 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 25855 members 
Entering Unmasked Estep 
Score: -2203376.750000 Penalty: 5090.281738
	Iteration 15Q: 3 clusters Score -2203377 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 26194 members 
Entering Unmasked Estep 
Score: -2203562.500000 Penalty: 5090.281738
	Iteration 16Q: 3 clusters Score -2203562 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 26452 members 
Entering Unmasked Estep 
Score: -2203694.500000 Penalty: 5090.281738
	Iteration 17Q: 3 clusters Score -2203694 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 26665 members 
Entering Unmasked Estep 
Score: -2203811.750000 Penalty: 5090.281738
	Iteration 18Q: 3 clusters Score -2203812 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 26852 members 
Entering Unmasked Estep 
Score: -2203895.250000 Penalty: 5090.281738
	Iteration 19Q: 3 clusters Score -2203895 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 26995 members 
Entering Unmasked Estep 
Score: -2203967.500000 Penalty: 5090.281738
	Iteration 20F: 3 clusters Score -2203968 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 27105 members 
Entering Unmasked Estep 
Score: -2204016.000000 Penalty: 5090.281738
	Iteration 21Q: 3 clusters Score -2204016 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 27204 members 
Entering Unmasked Estep 
Score: -2204057.000000 Penalty: 5090.281738
	Iteration 22Q: 3 clusters Score -2204057 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 27278 members 
Entering Unmasked Estep 
Score: -2204098.250000 Penalty: 5090.281738
	Iteration 23Q: 3 clusters Score -2204098 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 27354 members 
Entering Unmasked Estep 
Score: -2204135.000000 Penalty: 5090.281738
	Iteration 24Q: 3 clusters Score -2204135 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 27410 members 
Entering Unmasked Estep 
Score: -2204155.500000 Penalty: 5090.281738
	Iteration 25Q: 3 clusters Score -2204156 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 27463 members 
Entering Unmasked Estep 
Score: -2204180.500000 Penalty: 5090.281738
	Iteration 26Q: 3 clusters Score -2204180 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 27520 members 
Entering Unmasked Estep 
Score: -2204204.000000 Penalty: 5090.281738
	Iteration 27Q: 3 clusters Score -2204204 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 27574 members 
Entering Unmasked Estep 
Score: -2204230.000000 Penalty: 5090.281738
	Iteration 28Q: 3 clusters Score -2204230 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 27618 members 
Entering Unmasked Estep 
Score: -2204251.750000 Penalty: 5090.281738
	Iteration 29Q: 3 clusters Score -2204252 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 27660 members 
Entering Unmasked Estep 
Score: -2204274.250000 Penalty: 5090.281738
	Iteration 30Q: 3 clusters Score -2204274 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 27700 members 
Entering Unmasked Estep 
Score: -2204299.000000 Penalty: 5090.281738
	Iteration 31Q: 3 clusters Score -2204299 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 27740 members 
Entering Unmasked Estep 
Score: -2204320.250000 Penalty: 5090.281738
	Iteration 32Q: 3 clusters Score -2204320 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 27771 members 
Entering Unmasked Estep 
Score: -2204335.750000 Penalty: 5090.281738
	Iteration 33Q: 3 clusters Score -2204336 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 27796 members 
Entering Unmasked Estep 
Score: -2204350.500000 Penalty: 5090.281738
	Iteration 34Q: 3 clusters Score -2204350 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 27814 members 
Entering Unmasked Estep 
Score: -2204363.500000 Penalty: 5090.281738
	Iteration 35Q: 3 clusters Score -2204364 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 27831 members 
Entering Unmasked Estep 
Score: -2204373.250000 Penalty: 5090.281738
	Iteration 36Q: 3 clusters Score -2204373 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 27846 members 
Entering Unmasked Estep 
Score: -2204379.250000 Penalty: 5090.281738
	Iteration 37Q: 3 clusters Score -2204379 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 27855 members 
Entering Unmasked Estep 
Score: -2204378.000000 Penalty: 5090.281738
	Iteration 38Q: 3 clusters Score -2204378 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 27865 members 
Entering Unmasked Estep 
Score: -2204388.750000 Penalty: 5090.281738
	Iteration 39Q: 3 clusters Score -2204389 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 27873 members 
Entering Unmasked Estep 
Score: -2204394.750000 Penalty: 5090.281738
	Iteration 40F: 3 clusters Score -2204395 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 27876 members 
Entering Unmasked Estep 
Score: -2204397.750000 Penalty: 5090.281738
	Iteration 41Q: 3 clusters Score -2204398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 27875 members 
Entering Unmasked Estep 
Score: -2204400.000000 Penalty: 5090.281738
	Iteration 42Q: 3 clusters Score -2204400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 27874 members 
Entering Unmasked Estep 
Score: -2204396.750000 Penalty: 5090.281738
	Iteration 43Q: 3 clusters Score -2204397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 27875 members 
Entering Unmasked Estep 
Score: -2204398.250000 Penalty: 5090.281738
	Iteration 44Q: 3 clusters Score -2204398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 27878 members 
Entering Unmasked Estep 
Score: -2204398.500000 Penalty: 5090.281738
	Iteration 45Q: 3 clusters Score -2204398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 27880 members 
Entering Unmasked Estep 
Score: -2204399.750000 Penalty: 5090.281738
	Iteration 46Q: 3 clusters Score -2204400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 27880 members 
Entering Unmasked Estep 
Score: -2204399.750000 Penalty: 5090.281738
	Iteration 47F: 3 clusters Score -2204400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (527222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527222 members 
Entering Unmasked Estep 
Score: -41517864.000000 Penalty: 3267.493408
	Iteration 0F: 2 clusters Score -4.151786e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264171 members 
Mstep: Class 2 contains 263051 members 
Entering Unmasked Estep 
Score: -41160480.000000 Penalty: 6534.986816
	Iteration 0F: 3 clusters Score -4.116048e+07 nChanged 257819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279690 members 
Mstep: Class 2 contains 247532 members 
Entering Unmasked Estep 
Score: -41315908.000000 Penalty: 6534.986816
	Iteration 1F: 3 clusters Score -4.131591e+07 nChanged 14269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289087 members 
Mstep: Class 2 contains 238135 members 
Entering Unmasked Estep 
Score: -41319552.000000 Penalty: 6534.986816
	Iteration 2Q: 3 clusters Score -4.131955e+07 nChanged 18148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304035 members 
Mstep: Class 2 contains 223187 members 
Entering Unmasked Estep 
Score: -41326488.000000 Penalty: 6534.986816
	Iteration 3Q: 3 clusters Score -4.132649e+07 nChanged 24752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326969 members 
Mstep: Class 2 contains 200253 members 
Entering Unmasked Estep 
Score: -41339380.000000 Penalty: 6534.986816
	Iteration 4Q: 3 clusters Score -4.133938e+07 nChanged 33943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359978 members 
Mstep: Class 2 contains 167244 members 
Entering Unmasked Estep 
Score: -41362736.000000 Penalty: 6534.986816
	Iteration 5F: 3 clusters Score -4.136274e+07 nChanged 41923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401517 members 
Mstep: Class 2 contains 125705 members 
Entering Unmasked Estep 
Score: -41397592.000000 Penalty: 6534.986816
	Iteration 6F: 3 clusters Score -4.139759e+07 nChanged 43398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444793 members 
Mstep: Class 2 contains 82429 members 
Entering Unmasked Estep 
Score: -41438888.000000 Penalty: 6534.986816
	Iteration 7F: 3 clusters Score -4.143889e+07 nChanged 35646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480421 members 
Mstep: Class 2 contains 46801 members 
Entering Unmasked Estep 
Score: -41472792.000000 Penalty: 6534.986816
	Iteration 8F: 3 clusters Score -4.147279e+07 nChanged 23206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503623 members 
Mstep: Class 2 contains 23599 members 
Entering Unmasked Estep 
Score: -41494980.000000 Penalty: 6534.986816
	Iteration 9Q: 3 clusters Score -4.149498e+07 nChanged 12823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516444 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -41506752.000000 Penalty: 6534.986816
	Iteration 10Q: 3 clusters Score -4.150675e+07 nChanged 6069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522513 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -41511780.000000 Penalty: 6534.986816
	Iteration 11Q: 3 clusters Score -4.151178e+07 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524904 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -41513544.000000 Penalty: 6534.986816
	Iteration 12Q: 3 clusters Score -4.151354e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525842 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -41514260.000000 Penalty: 6534.986816
	Iteration 13Q: 3 clusters Score -4.151426e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526216 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -41514656.000000 Penalty: 6534.986816
	Iteration 14Q: 3 clusters Score -4.151466e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526402 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -41514936.000000 Penalty: 6534.986816
	Iteration 15Q: 3 clusters Score -4.151494e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526492 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -41515028.000000 Penalty: 6534.986816
	Iteration 16Q: 3 clusters Score -4.151503e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526547 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -41515080.000000 Penalty: 6534.986816
	Iteration 17Q: 3 clusters Score -4.151508e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526568 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -41515172.000000 Penalty: 6534.986816
	Iteration 18Q: 3 clusters Score -4.151517e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526590 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -41515196.000000 Penalty: 6534.986816
	Iteration 19Q: 3 clusters Score -4.15152e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526606 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -41515280.000000 Penalty: 6534.986816
	Iteration 20F: 3 clusters Score -4.151528e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526613 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -41515356.000000 Penalty: 6534.986816
	Iteration 21Q: 3 clusters Score -4.151536e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526597 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -41515412.000000 Penalty: 6534.986816
	Iteration 22Q: 3 clusters Score -4.151541e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526576 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -41515432.000000 Penalty: 6534.986816
	Iteration 23Q: 3 clusters Score -4.151543e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526543 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -41515516.000000 Penalty: 6534.986816
	Iteration 24Q: 3 clusters Score -4.151552e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526526 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -41515572.000000 Penalty: 6534.986816
	Iteration 25Q: 3 clusters Score -4.151557e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526507 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -41515564.000000 Penalty: 6534.986816
	Iteration 26Q: 3 clusters Score -4.151556e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526493 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -41515580.000000 Penalty: 6534.986816
	Iteration 27Q: 3 clusters Score -4.151558e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526479 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -41515624.000000 Penalty: 6534.986816
	Iteration 28Q: 3 clusters Score -4.151562e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526457 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -41515624.000000 Penalty: 6534.986816
	Iteration 29Q: 3 clusters Score -4.151562e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526432 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -41515636.000000 Penalty: 6534.986816
	Iteration 30Q: 3 clusters Score -4.151564e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526415 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -41515648.000000 Penalty: 6534.986816
	Iteration 31Q: 3 clusters Score -4.151565e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526399 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -41515676.000000 Penalty: 6534.986816
	Iteration 32Q: 3 clusters Score -4.151568e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526381 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -41515692.000000 Penalty: 6534.986816
	Iteration 33Q: 3 clusters Score -4.151569e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526370 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -41515744.000000 Penalty: 6534.986816
	Iteration 34Q: 3 clusters Score -4.151574e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526353 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -41515736.000000 Penalty: 6534.986816
	Iteration 35Q: 3 clusters Score -4.151574e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526335 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -41515772.000000 Penalty: 6534.986816
	Iteration 36Q: 3 clusters Score -4.151577e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526307 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -41515800.000000 Penalty: 6534.986816
	Iteration 37Q: 3 clusters Score -4.15158e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526283 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -41515848.000000 Penalty: 6534.986816
	Iteration 38Q: 3 clusters Score -4.151585e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526254 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -41515820.000000 Penalty: 6534.986816
	Iteration 39Q: 3 clusters Score -4.151582e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526234 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -41515888.000000 Penalty: 6534.986816
	Iteration 40F: 3 clusters Score -4.151589e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526176 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -41515904.000000 Penalty: 6534.986816
	Iteration 41Q: 3 clusters Score -4.15159e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526104 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -41515916.000000 Penalty: 6534.986816
	Iteration 42Q: 3 clusters Score -4.151592e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526027 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -41515972.000000 Penalty: 6534.986816
	Iteration 43Q: 3 clusters Score -4.151597e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525941 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -41515996.000000 Penalty: 6534.986816
	Iteration 44Q: 3 clusters Score -4.1516e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525838 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -41516072.000000 Penalty: 6534.986816
	Iteration 45Q: 3 clusters Score -4.151607e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525755 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -41516148.000000 Penalty: 6534.986816
	Iteration 46Q: 3 clusters Score -4.151615e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525656 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -41516252.000000 Penalty: 6534.986816
	Iteration 47Q: 3 clusters Score -4.151625e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525544 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -41516308.000000 Penalty: 6534.986816
	Iteration 48Q: 3 clusters Score -4.151631e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525454 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -41516388.000000 Penalty: 6534.986816
	Iteration 49Q: 3 clusters Score -4.151639e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525363 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -41516400.000000 Penalty: 6534.986816
	Iteration 50Q: 3 clusters Score -4.15164e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525272 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -41516456.000000 Penalty: 6534.986816
	Iteration 51Q: 3 clusters Score -4.151646e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525180 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -41516528.000000 Penalty: 6534.986816
	Iteration 52Q: 3 clusters Score -4.151653e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525099 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -41516508.000000 Penalty: 6534.986816
	Iteration 53Q: 3 clusters Score -4.151651e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525033 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -41516528.000000 Penalty: 6534.986816
	Iteration 54Q: 3 clusters Score -4.151653e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524979 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -41516548.000000 Penalty: 6534.986816
	Iteration 55Q: 3 clusters Score -4.151655e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524928 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -41516552.000000 Penalty: 6534.986816
	Iteration 56Q: 3 clusters Score -4.151655e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524878 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -41516588.000000 Penalty: 6534.986816
	Iteration 57Q: 3 clusters Score -4.151659e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524835 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -41516608.000000 Penalty: 6534.986816
	Iteration 58Q: 3 clusters Score -4.151661e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524802 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -41516620.000000 Penalty: 6534.986816
	Iteration 59Q: 3 clusters Score -4.151662e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524776 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -41516704.000000 Penalty: 6534.986816
	Iteration 60F: 3 clusters Score -4.15167e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524656 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -41516780.000000 Penalty: 6534.986816
	Iteration 61Q: 3 clusters Score -4.151678e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524544 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -41516884.000000 Penalty: 6534.986816
	Iteration 62Q: 3 clusters Score -4.151688e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524438 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -41516988.000000 Penalty: 6534.986816
	Iteration 63Q: 3 clusters Score -4.151699e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524347 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -41516952.000000 Penalty: 6534.986816
	Iteration 64Q: 3 clusters Score -4.151695e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524246 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -41516980.000000 Penalty: 6534.986816
	Iteration 65Q: 3 clusters Score -4.151698e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524156 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -41517048.000000 Penalty: 6534.986816
	Iteration 66Q: 3 clusters Score -4.151705e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524072 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -41517028.000000 Penalty: 6534.986816
	Iteration 67Q: 3 clusters Score -4.151703e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523995 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -41517088.000000 Penalty: 6534.986816
	Iteration 68Q: 3 clusters Score -4.151709e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523917 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -41517132.000000 Penalty: 6534.986816
	Iteration 69Q: 3 clusters Score -4.151713e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523851 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -41517080.000000 Penalty: 6534.986816
	Iteration 70Q: 3 clusters Score -4.151708e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523776 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -41517036.000000 Penalty: 6534.986816
	Iteration 71Q: 3 clusters Score -4.151704e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523704 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -41517072.000000 Penalty: 6534.986816
	Iteration 72Q: 3 clusters Score -4.151707e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523611 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -41517160.000000 Penalty: 6534.986816
	Iteration 73Q: 3 clusters Score -4.151716e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523524 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -41517176.000000 Penalty: 6534.986816
	Iteration 74Q: 3 clusters Score -4.151718e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523432 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -41517152.000000 Penalty: 6534.986816
	Iteration 75Q: 3 clusters Score -4.151715e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523337 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -41517216.000000 Penalty: 6534.986816
	Iteration 76Q: 3 clusters Score -4.151722e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523236 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -41517256.000000 Penalty: 6534.986816
	Iteration 77Q: 3 clusters Score -4.151726e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523144 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -41517220.000000 Penalty: 6534.986816
	Iteration 78Q: 3 clusters Score -4.151722e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523066 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -41517228.000000 Penalty: 6534.986816
	Iteration 79Q: 3 clusters Score -4.151723e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522987 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -41517292.000000 Penalty: 6534.986816
	Iteration 80F: 3 clusters Score -4.151729e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522913 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -41517284.000000 Penalty: 6534.986816
	Iteration 81Q: 3 clusters Score -4.151728e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522848 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -41517304.000000 Penalty: 6534.986816
	Iteration 82Q: 3 clusters Score -4.15173e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522796 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -41517296.000000 Penalty: 6534.986816
	Iteration 83Q: 3 clusters Score -4.15173e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522755 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -41517324.000000 Penalty: 6534.986816
	Iteration 84Q: 3 clusters Score -4.151732e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522707 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -41517384.000000 Penalty: 6534.986816
	Iteration 85Q: 3 clusters Score -4.151738e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522670 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -41517360.000000 Penalty: 6534.986816
	Iteration 86Q: 3 clusters Score -4.151736e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522638 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -41517372.000000 Penalty: 6534.986816
	Iteration 87Q: 3 clusters Score -4.151737e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522601 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -41517396.000000 Penalty: 6534.986816
	Iteration 88Q: 3 clusters Score -4.15174e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522568 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -41517372.000000 Penalty: 6534.986816
	Iteration 89Q: 3 clusters Score -4.151737e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522527 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -41517380.000000 Penalty: 6534.986816
	Iteration 90Q: 3 clusters Score -4.151738e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522492 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -41517392.000000 Penalty: 6534.986816
	Iteration 91Q: 3 clusters Score -4.151739e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522449 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -41517412.000000 Penalty: 6534.986816
	Iteration 92Q: 3 clusters Score -4.151741e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522421 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -41517356.000000 Penalty: 6534.986816
	Iteration 93Q: 3 clusters Score -4.151736e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522399 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -41517360.000000 Penalty: 6534.986816
	Iteration 94Q: 3 clusters Score -4.151736e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522377 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -41517380.000000 Penalty: 6534.986816
	Iteration 95Q: 3 clusters Score -4.151738e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522356 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -41517380.000000 Penalty: 6534.986816
	Iteration 96Q: 3 clusters Score -4.151738e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522333 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -41517436.000000 Penalty: 6534.986816
	Iteration 97Q: 3 clusters Score -4.151744e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522311 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -41517488.000000 Penalty: 6534.986816
	Iteration 98Q: 3 clusters Score -4.151749e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522291 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -41517476.000000 Penalty: 6534.986816
	Iteration 99Q: 3 clusters Score -4.151748e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522276 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -41517472.000000 Penalty: 6534.986816
	Iteration 100F: 3 clusters Score -4.151747e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522250 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -41517500.000000 Penalty: 6534.986816
	Iteration 101Q: 3 clusters Score -4.15175e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522222 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -41517484.000000 Penalty: 6534.986816
	Iteration 102Q: 3 clusters Score -4.151748e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522198 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -41517500.000000 Penalty: 6534.986816
	Iteration 103Q: 3 clusters Score -4.15175e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522178 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -41517464.000000 Penalty: 6534.986816
	Iteration 104Q: 3 clusters Score -4.151746e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522156 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -41517440.000000 Penalty: 6534.986816
	Iteration 105Q: 3 clusters Score -4.151744e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522140 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -41517484.000000 Penalty: 6534.986816
	Iteration 106Q: 3 clusters Score -4.151748e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522127 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -41517468.000000 Penalty: 6534.986816
	Iteration 107Q: 3 clusters Score -4.151747e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522108 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -41517440.000000 Penalty: 6534.986816
	Iteration 108Q: 3 clusters Score -4.151744e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522088 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -41517448.000000 Penalty: 6534.986816
	Iteration 109Q: 3 clusters Score -4.151745e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522071 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -41517428.000000 Penalty: 6534.986816
	Iteration 110Q: 3 clusters Score -4.151743e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522052 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -41517428.000000 Penalty: 6534.986816
	Iteration 111Q: 3 clusters Score -4.151743e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522030 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -41517420.000000 Penalty: 6534.986816
	Iteration 112Q: 3 clusters Score -4.151742e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522013 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -41517392.000000 Penalty: 6534.986816
	Iteration 113Q: 3 clusters Score -4.151739e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522004 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -41517404.000000 Penalty: 6534.986816
	Iteration 114Q: 3 clusters Score -4.15174e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521990 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -41517412.000000 Penalty: 6534.986816
	Iteration 115Q: 3 clusters Score -4.151741e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521980 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -41517400.000000 Penalty: 6534.986816
	Iteration 116Q: 3 clusters Score -4.15174e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521970 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -41517440.000000 Penalty: 6534.986816
	Iteration 117Q: 3 clusters Score -4.151744e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521961 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -41517428.000000 Penalty: 6534.986816
	Iteration 118Q: 3 clusters Score -4.151743e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521950 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -41517436.000000 Penalty: 6534.986816
	Iteration 119Q: 3 clusters Score -4.151744e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521943 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -41517456.000000 Penalty: 6534.986816
	Iteration 120F: 3 clusters Score -4.151746e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521932 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -41517440.000000 Penalty: 6534.986816
	Iteration 121Q: 3 clusters Score -4.151744e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521917 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -41517432.000000 Penalty: 6534.986816
	Iteration 122Q: 3 clusters Score -4.151743e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521902 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -41517416.000000 Penalty: 6534.986816
	Iteration 123Q: 3 clusters Score -4.151742e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521885 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -41517440.000000 Penalty: 6534.986816
	Iteration 124Q: 3 clusters Score -4.151744e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521877 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -41517420.000000 Penalty: 6534.986816
	Iteration 125Q: 3 clusters Score -4.151742e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521866 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -41517468.000000 Penalty: 6534.986816
	Iteration 126Q: 3 clusters Score -4.151747e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521858 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -41517416.000000 Penalty: 6534.986816
	Iteration 127Q: 3 clusters Score -4.151742e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521850 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -41517432.000000 Penalty: 6534.986816
	Iteration 128Q: 3 clusters Score -4.151743e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521845 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -41517460.000000 Penalty: 6534.986816
	Iteration 129Q: 3 clusters Score -4.151746e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521840 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -41517472.000000 Penalty: 6534.986816
	Iteration 130Q: 3 clusters Score -4.151747e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521839 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -41517472.000000 Penalty: 6534.986816
	Iteration 131Q: 3 clusters Score -4.151747e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521837 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -41517476.000000 Penalty: 6534.986816
	Iteration 132Q: 3 clusters Score -4.151748e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521836 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -41517460.000000 Penalty: 6534.986816
	Iteration 133Q: 3 clusters Score -4.151746e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521835 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -41517440.000000 Penalty: 6534.986816
	Iteration 134Q: 3 clusters Score -4.151744e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521835 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -41517440.000000 Penalty: 6534.986816
	Iteration 135F: 3 clusters Score -4.151744e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (60527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60527 members 
Entering Unmasked Estep 
Score: -4737806.000000 Penalty: 2730.689697
	Iteration 0F: 2 clusters Score -4737806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30146 members 
Mstep: Class 2 contains 30381 members 
Entering Unmasked Estep 
Score: -4697112.500000 Penalty: 5461.379395
	Iteration 0F: 3 clusters Score -4697112 nChanged 28060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28860 members 
Mstep: Class 2 contains 31667 members 
Entering Unmasked Estep 
Score: -4713044.000000 Penalty: 5461.379395
	Iteration 1F: 3 clusters Score -4713044 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28176 members 
Mstep: Class 2 contains 32351 members 
Entering Unmasked Estep 
Score: -4713666.000000 Penalty: 5461.379395
	Iteration 2Q: 3 clusters Score -4713666 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27112 members 
Mstep: Class 2 contains 33415 members 
Entering Unmasked Estep 
Score: -4714315.000000 Penalty: 5461.379395
	Iteration 3Q: 3 clusters Score -4714315 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25580 members 
Mstep: Class 2 contains 34947 members 
Entering Unmasked Estep 
Score: -4715153.500000 Penalty: 5461.379395
	Iteration 4Q: 3 clusters Score -4715154 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23349 members 
Mstep: Class 2 contains 37178 members 
Entering Unmasked Estep 
Score: -4716317.500000 Penalty: 5461.379395
	Iteration 5Q: 3 clusters Score -4716318 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20263 members 
Mstep: Class 2 contains 40264 members 
Entering Unmasked Estep 
Score: -4718230.000000 Penalty: 5461.379395
	Iteration 6F: 3 clusters Score -4718230 nChanged 4232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16163 members 
Mstep: Class 2 contains 44364 members 
Entering Unmasked Estep 
Score: -4721322.500000 Penalty: 5461.379395
	Iteration 7F: 3 clusters Score -4721322 nChanged 4764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 49076 members 
Entering Unmasked Estep 
Score: -4725376.000000 Penalty: 5461.379395
	Iteration 8F: 3 clusters Score -4725376 nChanged 4574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 53628 members 
Entering Unmasked Estep 
Score: -4729662.500000 Penalty: 5461.379395
	Iteration 9F: 3 clusters Score -4729662 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 57017 members 
Entering Unmasked Estep 
Score: -4732836.000000 Penalty: 5461.379395
	Iteration 10F: 3 clusters Score -4732836 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 58786 members 
Entering Unmasked Estep 
Score: -4734455.000000 Penalty: 5461.379395
	Iteration 11Q: 3 clusters Score -4734455 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 59551 members 
Entering Unmasked Estep 
Score: -4735046.000000 Penalty: 5461.379395
	Iteration 12Q: 3 clusters Score -4735046 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 59860 members 
Entering Unmasked Estep 
Score: -4735284.000000 Penalty: 5461.379395
	Iteration 13Q: 3 clusters Score -4735284 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 59977 members 
Entering Unmasked Estep 
Score: -4735402.500000 Penalty: 5461.379395
	Iteration 14Q: 3 clusters Score -4735402 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 60043 members 
Entering Unmasked Estep 
Score: -4735459.000000 Penalty: 5461.379395
	Iteration 15Q: 3 clusters Score -4735459 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 60074 members 
Entering Unmasked Estep 
Score: -4735512.500000 Penalty: 5461.379395
	Iteration 16Q: 3 clusters Score -4735512 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 60092 members 
Entering Unmasked Estep 
Score: -4735533.000000 Penalty: 5461.379395
	Iteration 17Q: 3 clusters Score -4735533 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 60103 members 
Entering Unmasked Estep 
Score: -4735536.500000 Penalty: 5461.379395
	Iteration 18Q: 3 clusters Score -4735536 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 60111 members 
Entering Unmasked Estep 
Score: -4735543.000000 Penalty: 5461.379395
	Iteration 19Q: 3 clusters Score -4735543 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 60116 members 
Entering Unmasked Estep 
Score: -4735548.500000 Penalty: 5461.379395
	Iteration 20F: 3 clusters Score -4735548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 60118 members 
Entering Unmasked Estep 
Score: -4735558.000000 Penalty: 5461.379395
	Iteration 21Q: 3 clusters Score -4735558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 60120 members 
Entering Unmasked Estep 
Score: -4735562.500000 Penalty: 5461.379395
	Iteration 22Q: 3 clusters Score -4735562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 60120 members 
Entering Unmasked Estep 
Score: -4735562.500000 Penalty: 5461.379395
	Iteration 23F: 3 clusters Score -4735562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Entering Unmasked Estep 
Score: -517145.375000 Penalty: 2189.212158
	Iteration 0F: 2 clusters Score -517145.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -511546.156250 Penalty: 4378.424316
	Iteration 0F: 3 clusters Score -511546.2 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -512986.843750 Penalty: 4378.424316
	Iteration 1F: 3 clusters Score -512986.8 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -513241.781250 Penalty: 4378.424316
	Iteration 2F: 3 clusters Score -513241.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -513397.500000 Penalty: 4378.424316
	Iteration 3Q: 3 clusters Score -513397.5 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -513517.968750 Penalty: 4378.424316
	Iteration 4Q: 3 clusters Score -513518 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -513625.906250 Penalty: 4378.424316
	Iteration 5Q: 3 clusters Score -513625.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -513744.625000 Penalty: 4378.424316
	Iteration 6Q: 3 clusters Score -513744.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -513835.875000 Penalty: 4378.424316
	Iteration 7Q: 3 clusters Score -513835.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -513916.468750 Penalty: 4378.424316
	Iteration 8Q: 3 clusters Score -513916.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -513992.468750 Penalty: 4378.424316
	Iteration 9Q: 3 clusters Score -513992.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -514082.218750 Penalty: 4378.424316
	Iteration 10Q: 3 clusters Score -514082.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -514190.000000 Penalty: 4378.424316
	Iteration 11Q: 3 clusters Score -514190 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -514276.687500 Penalty: 4378.424316
	Iteration 12Q: 3 clusters Score -514276.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -514363.937500 Penalty: 4378.424316
	Iteration 13Q: 3 clusters Score -514363.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -514440.093750 Penalty: 4378.424316
	Iteration 14Q: 3 clusters Score -514440.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -514538.593750 Penalty: 4378.424316
	Iteration 15Q: 3 clusters Score -514538.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -514639.125000 Penalty: 4378.424316
	Iteration 16Q: 3 clusters Score -514639.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -514720.875000 Penalty: 4378.424316
	Iteration 17Q: 3 clusters Score -514720.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -514805.843750 Penalty: 4378.424316
	Iteration 18Q: 3 clusters Score -514805.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -514879.375000 Penalty: 4378.424316
	Iteration 19Q: 3 clusters Score -514879.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -514934.687500 Penalty: 4378.424316
	Iteration 20F: 3 clusters Score -514934.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -514991.687500 Penalty: 4378.424316
	Iteration 21Q: 3 clusters Score -514991.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -515045.125000 Penalty: 4378.424316
	Iteration 22Q: 3 clusters Score -515045.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -515079.062500 Penalty: 4378.424316
	Iteration 23Q: 3 clusters Score -515079.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -515112.687500 Penalty: 4378.424316
	Iteration 24Q: 3 clusters Score -515112.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -515133.281250 Penalty: 4378.424316
	Iteration 25Q: 3 clusters Score -515133.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -515152.812500 Penalty: 4378.424316
	Iteration 26Q: 3 clusters Score -515152.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -515169.687500 Penalty: 4378.424316
	Iteration 27Q: 3 clusters Score -515169.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -515180.062500 Penalty: 4378.424316
	Iteration 28Q: 3 clusters Score -515180.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -515190.562500 Penalty: 4378.424316
	Iteration 29Q: 3 clusters Score -515190.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -515203.625000 Penalty: 4378.424316
	Iteration 30Q: 3 clusters Score -515203.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -515214.562500 Penalty: 4378.424316
	Iteration 31Q: 3 clusters Score -515214.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -515222.468750 Penalty: 4378.424316
	Iteration 32Q: 3 clusters Score -515222.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -515232.718750 Penalty: 4378.424316
	Iteration 33Q: 3 clusters Score -515232.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -515243.156250 Penalty: 4378.424316
	Iteration 34Q: 3 clusters Score -515243.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -515249.875000 Penalty: 4378.424316
	Iteration 35Q: 3 clusters Score -515249.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -515255.468750 Penalty: 4378.424316
	Iteration 36Q: 3 clusters Score -515255.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -515258.656250 Penalty: 4378.424316
	Iteration 37Q: 3 clusters Score -515258.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -515262.812500 Penalty: 4378.424316
	Iteration 38Q: 3 clusters Score -515262.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -515266.468750 Penalty: 4378.424316
	Iteration 39Q: 3 clusters Score -515266.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -515270.031250 Penalty: 4378.424316
	Iteration 40F: 3 clusters Score -515270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -515272.968750 Penalty: 4378.424316
	Iteration 41Q: 3 clusters Score -515273 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -515275.968750 Penalty: 4378.424316
	Iteration 42Q: 3 clusters Score -515276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -515278.750000 Penalty: 4378.424316
	Iteration 43Q: 3 clusters Score -515278.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -515279.656250 Penalty: 4378.424316
	Iteration 44Q: 3 clusters Score -515279.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -515281.093750 Penalty: 4378.424316
	Iteration 45Q: 3 clusters Score -515281.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -515282.156250 Penalty: 4378.424316
	Iteration 46Q: 3 clusters Score -515282.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -515282.906250 Penalty: 4378.424316
	Iteration 47Q: 3 clusters Score -515282.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -515284.125000 Penalty: 4378.424316
	Iteration 48Q: 3 clusters Score -515284.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -515284.968750 Penalty: 4378.424316
	Iteration 49Q: 3 clusters Score -515285 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -515284.968750 Penalty: 4378.424316
	Iteration 50F: 3 clusters Score -515285 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Entering Unmasked Estep 
Score: -258851.625000 Penalty: 2020.886230
	Iteration 0F: 2 clusters Score -258851.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -255283.078125 Penalty: 4041.772461
	Iteration 0F: 3 clusters Score -255283.1 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -256108.671875 Penalty: 4041.772461
	Iteration 1F: 3 clusters Score -256108.7 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -256361.359375 Penalty: 4041.772461
	Iteration 2F: 3 clusters Score -256361.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -256501.187500 Penalty: 4041.772461
	Iteration 3F: 3 clusters Score -256501.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -256614.406250 Penalty: 4041.772461
	Iteration 4Q: 3 clusters Score -256614.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -256716.765625 Penalty: 4041.772461
	Iteration 5Q: 3 clusters Score -256716.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -256808.531250 Penalty: 4041.772461
	Iteration 6Q: 3 clusters Score -256808.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -256885.031250 Penalty: 4041.772461
	Iteration 7Q: 3 clusters Score -256885 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -256947.171875 Penalty: 4041.772461
	Iteration 8Q: 3 clusters Score -256947.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -257004.906250 Penalty: 4041.772461
	Iteration 9Q: 3 clusters Score -257004.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -257056.109375 Penalty: 4041.772461
	Iteration 10Q: 3 clusters Score -257056.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -257091.781250 Penalty: 4041.772461
	Iteration 11Q: 3 clusters Score -257091.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -257120.562500 Penalty: 4041.772461
	Iteration 12Q: 3 clusters Score -257120.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -257139.968750 Penalty: 4041.772461
	Iteration 13Q: 3 clusters Score -257140 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -257154.828125 Penalty: 4041.772461
	Iteration 14Q: 3 clusters Score -257154.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -257162.609375 Penalty: 4041.772461
	Iteration 15Q: 3 clusters Score -257162.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -257169.031250 Penalty: 4041.772461
	Iteration 16Q: 3 clusters Score -257169 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -257175.890625 Penalty: 4041.772461
	Iteration 17Q: 3 clusters Score -257175.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -257178.890625 Penalty: 4041.772461
	Iteration 18Q: 3 clusters Score -257178.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -257182.062500 Penalty: 4041.772461
	Iteration 19Q: 3 clusters Score -257182.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -257186.171875 Penalty: 4041.772461
	Iteration 20F: 3 clusters Score -257186.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -257188.937500 Penalty: 4041.772461
	Iteration 21Q: 3 clusters Score -257188.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -257192.343750 Penalty: 4041.772461
	Iteration 22Q: 3 clusters Score -257192.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -257198.203125 Penalty: 4041.772461
	Iteration 23Q: 3 clusters Score -257198.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -257203.000000 Penalty: 4041.772461
	Iteration 24Q: 3 clusters Score -257203 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -257206.062500 Penalty: 4041.772461
	Iteration 25Q: 3 clusters Score -257206.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -257207.703125 Penalty: 4041.772461
	Iteration 26Q: 3 clusters Score -257207.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -257209.843750 Penalty: 4041.772461
	Iteration 27Q: 3 clusters Score -257209.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -257213.656250 Penalty: 4041.772461
	Iteration 28Q: 3 clusters Score -257213.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -257215.703125 Penalty: 4041.772461
	Iteration 29Q: 3 clusters Score -257215.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -257217.359375 Penalty: 4041.772461
	Iteration 30Q: 3 clusters Score -257217.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -257217.359375 Penalty: 4041.772461
	Iteration 31F: 3 clusters Score -257217.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (69862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69862 members 
Entering Unmasked Estep 
Score: -5667922.000000 Penalty: 2766.260742
	Iteration 0F: 2 clusters Score -5667922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35210 members 
Mstep: Class 2 contains 34652 members 
Entering Unmasked Estep 
Score: -5621203.500000 Penalty: 5532.521484
	Iteration 0F: 3 clusters Score -5621204 nChanged 32711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37679 members 
Mstep: Class 2 contains 32183 members 
Entering Unmasked Estep 
Score: -5639596.500000 Penalty: 5532.521484
	Iteration 1F: 3 clusters Score -5639596 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39038 members 
Mstep: Class 2 contains 30824 members 
Entering Unmasked Estep 
Score: -5640394.500000 Penalty: 5532.521484
	Iteration 2Q: 3 clusters Score -5640394 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41060 members 
Mstep: Class 2 contains 28802 members 
Entering Unmasked Estep 
Score: -5641549.500000 Penalty: 5532.521484
	Iteration 3Q: 3 clusters Score -5641550 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43979 members 
Mstep: Class 2 contains 25883 members 
Entering Unmasked Estep 
Score: -5643348.500000 Penalty: 5532.521484
	Iteration 4F: 3 clusters Score -5643348 nChanged 4353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47962 members 
Mstep: Class 2 contains 21900 members 
Entering Unmasked Estep 
Score: -5646172.000000 Penalty: 5532.521484
	Iteration 5F: 3 clusters Score -5646172 nChanged 5249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52963 members 
Mstep: Class 2 contains 16899 members 
Entering Unmasked Estep 
Score: -5650500.000000 Penalty: 5532.521484
	Iteration 6F: 3 clusters Score -5650500 nChanged 5509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58340 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -5655741.000000 Penalty: 5532.521484
	Iteration 7F: 3 clusters Score -5655741 nChanged 4551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62817 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -5660118.500000 Penalty: 5532.521484
	Iteration 8F: 3 clusters Score -5660118 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65614 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -5662680.500000 Penalty: 5532.521484
	Iteration 9Q: 3 clusters Score -5662680 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67099 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -5663947.500000 Penalty: 5532.521484
	Iteration 10Q: 3 clusters Score -5663948 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67892 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -5664538.500000 Penalty: 5532.521484
	Iteration 11Q: 3 clusters Score -5664538 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68359 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -5664897.500000 Penalty: 5532.521484
	Iteration 12Q: 3 clusters Score -5664898 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68642 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -5665108.000000 Penalty: 5532.521484
	Iteration 13Q: 3 clusters Score -5665108 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68809 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -5665251.000000 Penalty: 5532.521484
	Iteration 14Q: 3 clusters Score -5665251 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68922 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -5665345.000000 Penalty: 5532.521484
	Iteration 15Q: 3 clusters Score -5665345 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68984 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -5665403.000000 Penalty: 5532.521484
	Iteration 16Q: 3 clusters Score -5665403 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69032 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -5665448.500000 Penalty: 5532.521484
	Iteration 17Q: 3 clusters Score -5665448 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69072 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -5665489.000000 Penalty: 5532.521484
	Iteration 18Q: 3 clusters Score -5665489 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69101 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -5665517.500000 Penalty: 5532.521484
	Iteration 19Q: 3 clusters Score -5665518 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69123 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -5665544.000000 Penalty: 5532.521484
	Iteration 20F: 3 clusters Score -5665544 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69143 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -5665569.000000 Penalty: 5532.521484
	Iteration 21Q: 3 clusters Score -5665569 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69156 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -5665593.500000 Penalty: 5532.521484
	Iteration 22Q: 3 clusters Score -5665594 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69165 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -5665604.500000 Penalty: 5532.521484
	Iteration 23Q: 3 clusters Score -5665604 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69176 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -5665621.000000 Penalty: 5532.521484
	Iteration 24Q: 3 clusters Score -5665621 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69183 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -5665635.000000 Penalty: 5532.521484
	Iteration 25Q: 3 clusters Score -5665635 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69191 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -5665641.000000 Penalty: 5532.521484
	Iteration 26Q: 3 clusters Score -5665641 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69199 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -5665645.500000 Penalty: 5532.521484
	Iteration 27Q: 3 clusters Score -5665646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69207 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -5665648.500000 Penalty: 5532.521484
	Iteration 28Q: 3 clusters Score -5665648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69210 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -5665657.000000 Penalty: 5532.521484
	Iteration 29Q: 3 clusters Score -5665657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69211 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -5665656.000000 Penalty: 5532.521484
	Iteration 30Q: 3 clusters Score -5665656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69211 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -5665656.000000 Penalty: 5532.521484
	Iteration 31F: 3 clusters Score -5665656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Entering Unmasked Estep 
Score: -442010.406250 Penalty: 2153.479736
	Iteration 0F: 2 clusters Score -442010.4 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 3005 members 
Entering Unmasked Estep 
Score: -436818.062500 Penalty: 4306.959473
	Iteration 0F: 3 clusters Score -436818.1 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -438134.531250 Penalty: 4306.959473
	Iteration 1F: 3 clusters Score -438134.5 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -438378.187500 Penalty: 4306.959473
	Iteration 2F: 3 clusters Score -438378.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -438556.500000 Penalty: 4306.959473
	Iteration 3F: 3 clusters Score -438556.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -438700.437500 Penalty: 4306.959473
	Iteration 4Q: 3 clusters Score -438700.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -438828.656250 Penalty: 4306.959473
	Iteration 5Q: 3 clusters Score -438828.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -438953.187500 Penalty: 4306.959473
	Iteration 6Q: 3 clusters Score -438953.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -439069.000000 Penalty: 4306.959473
	Iteration 7Q: 3 clusters Score -439069 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -439190.562500 Penalty: 4306.959473
	Iteration 8Q: 3 clusters Score -439190.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -439295.562500 Penalty: 4306.959473
	Iteration 9Q: 3 clusters Score -439295.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -439402.406250 Penalty: 4306.959473
	Iteration 10Q: 3 clusters Score -439402.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -439516.406250 Penalty: 4306.959473
	Iteration 11Q: 3 clusters Score -439516.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -439648.781250 Penalty: 4306.959473
	Iteration 12Q: 3 clusters Score -439648.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -439806.281250 Penalty: 4306.959473
	Iteration 13Q: 3 clusters Score -439806.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -439987.375000 Penalty: 4306.959473
	Iteration 14Q: 3 clusters Score -439987.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -440227.187500 Penalty: 4306.959473
	Iteration 15Q: 3 clusters Score -440227.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -440513.500000 Penalty: 4306.959473
	Iteration 16Q: 3 clusters Score -440513.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -440895.343750 Penalty: 4306.959473
	Iteration 17Q: 3 clusters Score -440895.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -441223.406250 Penalty: 4306.959473
	Iteration 18Q: 3 clusters Score -441223.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -441439.375000 Penalty: 4306.959473
	Iteration 19Q: 3 clusters Score -441439.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -441579.343750 Penalty: 4306.959473
	Iteration 20F: 3 clusters Score -441579.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -441644.468750 Penalty: 4306.959473
	Iteration 21Q: 3 clusters Score -441644.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -441682.437500 Penalty: 4306.959473
	Iteration 22Q: 3 clusters Score -441682.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -441702.187500 Penalty: 4306.959473
	Iteration 23Q: 3 clusters Score -441702.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -441709.593750 Penalty: 4306.959473
	Iteration 24Q: 3 clusters Score -441709.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -441711.281250 Penalty: 4306.959473
	Iteration 25Q: 3 clusters Score -441711.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -441711.718750 Penalty: 4306.959473
	Iteration 26Q: 3 clusters Score -441711.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -441711.718750 Penalty: 4306.959473
	Iteration 27F: 3 clusters Score -441711.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (16804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16804 members 
Entering Unmasked Estep 
Score: -1384194.125000 Penalty: 2412.884277
	Iteration 0F: 2 clusters Score -1384194 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -1372320.250000 Penalty: 4825.768555
	Iteration 0F: 3 clusters Score -1372320 nChanged 7232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -1376504.250000 Penalty: 4825.768555
	Iteration 1F: 3 clusters Score -1376504 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -1377204.000000 Penalty: 4825.768555
	Iteration 2F: 3 clusters Score -1377204 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -1377995.500000 Penalty: 4825.768555
	Iteration 3F: 3 clusters Score -1377996 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -1378937.250000 Penalty: 4825.768555
	Iteration 4F: 3 clusters Score -1378937 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -1380023.000000 Penalty: 4825.768555
	Iteration 5F: 3 clusters Score -1380023 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -1380958.500000 Penalty: 4825.768555
	Iteration 6F: 3 clusters Score -1380958 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 13541 members 
Entering Unmasked Estep 
Score: -1381645.875000 Penalty: 4825.768555
	Iteration 7Q: 3 clusters Score -1381646 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -1382064.500000 Penalty: 4825.768555
	Iteration 8Q: 3 clusters Score -1382064 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -1382304.250000 Penalty: 4825.768555
	Iteration 9Q: 3 clusters Score -1382304 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -1382438.500000 Penalty: 4825.768555
	Iteration 10Q: 3 clusters Score -1382438 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -1382496.125000 Penalty: 4825.768555
	Iteration 11Q: 3 clusters Score -1382496 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -1382538.375000 Penalty: 4825.768555
	Iteration 12Q: 3 clusters Score -1382538 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -1382563.500000 Penalty: 4825.768555
	Iteration 13Q: 3 clusters Score -1382564 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -1382594.125000 Penalty: 4825.768555
	Iteration 14Q: 3 clusters Score -1382594 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -1382616.250000 Penalty: 4825.768555
	Iteration 15Q: 3 clusters Score -1382616 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -1382630.375000 Penalty: 4825.768555
	Iteration 16Q: 3 clusters Score -1382630 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
Score: -1382638.250000 Penalty: 4825.768555
	Iteration 17Q: 3 clusters Score -1382638 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -1382652.125000 Penalty: 4825.768555
	Iteration 18Q: 3 clusters Score -1382652 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 15073 members 
Entering Unmasked Estep 
Score: -1382662.625000 Penalty: 4825.768555
	Iteration 19Q: 3 clusters Score -1382663 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -1382676.375000 Penalty: 4825.768555
	Iteration 20F: 3 clusters Score -1382676 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -1382689.375000 Penalty: 4825.768555
	Iteration 21Q: 3 clusters Score -1382689 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -1382707.125000 Penalty: 4825.768555
	Iteration 22Q: 3 clusters Score -1382707 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 15241 members 
Entering Unmasked Estep 
Score: -1382731.125000 Penalty: 4825.768555
	Iteration 23Q: 3 clusters Score -1382731 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 15285 members 
Entering Unmasked Estep 
Score: -1382741.750000 Penalty: 4825.768555
	Iteration 24Q: 3 clusters Score -1382742 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -1382754.625000 Penalty: 4825.768555
	Iteration 25Q: 3 clusters Score -1382755 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -1382766.125000 Penalty: 4825.768555
	Iteration 26Q: 3 clusters Score -1382766 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -1382777.000000 Penalty: 4825.768555
	Iteration 27Q: 3 clusters Score -1382777 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
Score: -1382791.125000 Penalty: 4825.768555
	Iteration 28Q: 3 clusters Score -1382791 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 15448 members 
Entering Unmasked Estep 
Score: -1382799.375000 Penalty: 4825.768555
	Iteration 29Q: 3 clusters Score -1382799 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 15470 members 
Entering Unmasked Estep 
Score: -1382802.500000 Penalty: 4825.768555
	Iteration 30Q: 3 clusters Score -1382802 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 15483 members 
Entering Unmasked Estep 
Score: -1382806.625000 Penalty: 4825.768555
	Iteration 31Q: 3 clusters Score -1382807 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 15496 members 
Entering Unmasked Estep 
Score: -1382811.875000 Penalty: 4825.768555
	Iteration 32Q: 3 clusters Score -1382812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 15501 members 
Entering Unmasked Estep 
Score: -1382811.000000 Penalty: 4825.768555
	Iteration 33Q: 3 clusters Score -1382811 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -1382812.750000 Penalty: 4825.768555
	Iteration 34Q: 3 clusters Score -1382813 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -1382815.000000 Penalty: 4825.768555
	Iteration 35Q: 3 clusters Score -1382815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -1382820.625000 Penalty: 4825.768555
	Iteration 36Q: 3 clusters Score -1382821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
Score: -1382823.750000 Penalty: 4825.768555
	Iteration 37Q: 3 clusters Score -1382824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 15528 members 
Entering Unmasked Estep 
Score: -1382823.750000 Penalty: 4825.768555
	Iteration 38Q: 3 clusters Score -1382824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -1382822.125000 Penalty: 4825.768555
	Iteration 39Q: 3 clusters Score -1382822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -1382824.250000 Penalty: 4825.768555
	Iteration 40F: 3 clusters Score -1382824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -1382825.125000 Penalty: 4825.768555
	Iteration 41Q: 3 clusters Score -1382825 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -1382823.625000 Penalty: 4825.768555
	Iteration 42Q: 3 clusters Score -1382824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -1382825.625000 Penalty: 4825.768555
	Iteration 43Q: 3 clusters Score -1382826 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 15563 members 
Entering Unmasked Estep 
Score: -1382828.250000 Penalty: 4825.768555
	Iteration 44Q: 3 clusters Score -1382828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 15571 members 
Entering Unmasked Estep 
Score: -1382832.375000 Penalty: 4825.768555
	Iteration 45Q: 3 clusters Score -1382832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -1382835.750000 Penalty: 4825.768555
	Iteration 46Q: 3 clusters Score -1382836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 15583 members 
Entering Unmasked Estep 
Score: -1382833.875000 Penalty: 4825.768555
	Iteration 47Q: 3 clusters Score -1382834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 15588 members 
Entering Unmasked Estep 
Score: -1382836.750000 Penalty: 4825.768555
	Iteration 48Q: 3 clusters Score -1382837 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
Score: -1382835.625000 Penalty: 4825.768555
	Iteration 49Q: 3 clusters Score -1382836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -1382838.500000 Penalty: 4825.768555
	Iteration 50Q: 3 clusters Score -1382838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -1382840.250000 Penalty: 4825.768555
	Iteration 51Q: 3 clusters Score -1382840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -1382839.500000 Penalty: 4825.768555
	Iteration 52Q: 3 clusters Score -1382840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 15608 members 
Entering Unmasked Estep 
Score: -1382840.125000 Penalty: 4825.768555
	Iteration 53Q: 3 clusters Score -1382840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 15610 members 
Entering Unmasked Estep 
Score: -1382840.000000 Penalty: 4825.768555
	Iteration 54Q: 3 clusters Score -1382840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 15612 members 
Entering Unmasked Estep 
Score: -1382839.000000 Penalty: 4825.768555
	Iteration 55Q: 3 clusters Score -1382839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
Score: -1382841.750000 Penalty: 4825.768555
	Iteration 56Q: 3 clusters Score -1382842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 15616 members 
Entering Unmasked Estep 
Score: -1382844.750000 Penalty: 4825.768555
	Iteration 57Q: 3 clusters Score -1382845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -1382843.000000 Penalty: 4825.768555
	Iteration 58Q: 3 clusters Score -1382843 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -1382843.000000 Penalty: 4825.768555
	Iteration 59F: 3 clusters Score -1382843 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Entering Unmasked Estep 
Score: -209542.828125 Penalty: 2011.013184
	Iteration 0F: 2 clusters Score -209542.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -206155.937500 Penalty: 4022.026367
	Iteration 0F: 3 clusters Score -206155.9 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -207227.390625 Penalty: 4022.026367
	Iteration 1F: 3 clusters Score -207227.4 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -207673.750000 Penalty: 4022.026367
	Iteration 2F: 3 clusters Score -207673.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -208001.484375 Penalty: 4022.026367
	Iteration 3F: 3 clusters Score -208001.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -208223.781250 Penalty: 4022.026367
	Iteration 4F: 3 clusters Score -208223.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -208369.140625 Penalty: 4022.026367
	Iteration 5Q: 3 clusters Score -208369.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -208450.312500 Penalty: 4022.026367
	Iteration 6Q: 3 clusters Score -208450.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -208513.281250 Penalty: 4022.026367
	Iteration 7Q: 3 clusters Score -208513.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -208561.250000 Penalty: 4022.026367
	Iteration 8Q: 3 clusters Score -208561.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -208596.265625 Penalty: 4022.026367
	Iteration 9Q: 3 clusters Score -208596.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -208629.250000 Penalty: 4022.026367
	Iteration 10Q: 3 clusters Score -208629.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -208654.125000 Penalty: 4022.026367
	Iteration 11Q: 3 clusters Score -208654.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -208678.468750 Penalty: 4022.026367
	Iteration 12Q: 3 clusters Score -208678.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -208699.562500 Penalty: 4022.026367
	Iteration 13Q: 3 clusters Score -208699.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -208721.109375 Penalty: 4022.026367
	Iteration 14Q: 3 clusters Score -208721.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -208739.578125 Penalty: 4022.026367
	Iteration 15Q: 3 clusters Score -208739.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -208758.265625 Penalty: 4022.026367
	Iteration 16Q: 3 clusters Score -208758.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -208770.734375 Penalty: 4022.026367
	Iteration 17Q: 3 clusters Score -208770.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -208781.484375 Penalty: 4022.026367
	Iteration 18Q: 3 clusters Score -208781.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -208791.828125 Penalty: 4022.026367
	Iteration 19Q: 3 clusters Score -208791.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -208802.093750 Penalty: 4022.026367
	Iteration 20F: 3 clusters Score -208802.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -208810.031250 Penalty: 4022.026367
	Iteration 21Q: 3 clusters Score -208810 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -208815.468750 Penalty: 4022.026367
	Iteration 22Q: 3 clusters Score -208815.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -208820.687500 Penalty: 4022.026367
	Iteration 23Q: 3 clusters Score -208820.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -208827.312500 Penalty: 4022.026367
	Iteration 24Q: 3 clusters Score -208827.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -208835.812500 Penalty: 4022.026367
	Iteration 25Q: 3 clusters Score -208835.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -208846.515625 Penalty: 4022.026367
	Iteration 26Q: 3 clusters Score -208846.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -208854.937500 Penalty: 4022.026367
	Iteration 27Q: 3 clusters Score -208854.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -208863.843750 Penalty: 4022.026367
	Iteration 28Q: 3 clusters Score -208863.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -208873.453125 Penalty: 4022.026367
	Iteration 29Q: 3 clusters Score -208873.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -208883.406250 Penalty: 4022.026367
	Iteration 30Q: 3 clusters Score -208883.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -208896.359375 Penalty: 4022.026367
	Iteration 31Q: 3 clusters Score -208896.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -208909.640625 Penalty: 4022.026367
	Iteration 32Q: 3 clusters Score -208909.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -208923.812500 Penalty: 4022.026367
	Iteration 33Q: 3 clusters Score -208923.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -208934.015625 Penalty: 4022.026367
	Iteration 34Q: 3 clusters Score -208934 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -208945.562500 Penalty: 4022.026367
	Iteration 35Q: 3 clusters Score -208945.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -208958.984375 Penalty: 4022.026367
	Iteration 36Q: 3 clusters Score -208959 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -208969.062500 Penalty: 4022.026367
	Iteration 37Q: 3 clusters Score -208969.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -208976.421875 Penalty: 4022.026367
	Iteration 38Q: 3 clusters Score -208976.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -208982.703125 Penalty: 4022.026367
	Iteration 39Q: 3 clusters Score -208982.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -208992.359375 Penalty: 4022.026367
	Iteration 40F: 3 clusters Score -208992.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -209011.671875 Penalty: 4022.026367
	Iteration 41Q: 3 clusters Score -209011.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -209052.640625 Penalty: 4022.026367
	Iteration 42Q: 3 clusters Score -209052.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -209080.437500 Penalty: 4022.026367
	Iteration 43Q: 3 clusters Score -209080.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -209101.312500 Penalty: 4022.026367
	Iteration 44Q: 3 clusters Score -209101.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -209110.781250 Penalty: 4022.026367
	Iteration 45Q: 3 clusters Score -209110.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -209120.718750 Penalty: 4022.026367
	Iteration 46Q: 3 clusters Score -209120.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -209128.734375 Penalty: 4022.026367
	Iteration 47Q: 3 clusters Score -209128.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -209136.250000 Penalty: 4022.026367
	Iteration 48Q: 3 clusters Score -209136.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -209145.343750 Penalty: 4022.026367
	Iteration 49Q: 3 clusters Score -209145.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -209153.203125 Penalty: 4022.026367
	Iteration 50Q: 3 clusters Score -209153.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -209158.406250 Penalty: 4022.026367
	Iteration 51Q: 3 clusters Score -209158.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -209162.203125 Penalty: 4022.026367
	Iteration 52Q: 3 clusters Score -209162.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -209168.765625 Penalty: 4022.026367
	Iteration 53Q: 3 clusters Score -209168.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -209174.046875 Penalty: 4022.026367
	Iteration 54Q: 3 clusters Score -209174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -209178.234375 Penalty: 4022.026367
	Iteration 55Q: 3 clusters Score -209178.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -209183.109375 Penalty: 4022.026367
	Iteration 56Q: 3 clusters Score -209183.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -209187.140625 Penalty: 4022.026367
	Iteration 57Q: 3 clusters Score -209187.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -209190.375000 Penalty: 4022.026367
	Iteration 58Q: 3 clusters Score -209190.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -209195.046875 Penalty: 4022.026367
	Iteration 59Q: 3 clusters Score -209195 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -209201.671875 Penalty: 4022.026367
	Iteration 60F: 3 clusters Score -209201.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -209205.343750 Penalty: 4022.026367
	Iteration 61Q: 3 clusters Score -209205.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -209215.906250 Penalty: 4022.026367
	Iteration 62Q: 3 clusters Score -209215.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -209231.421875 Penalty: 4022.026367
	Iteration 63Q: 3 clusters Score -209231.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -209250.484375 Penalty: 4022.026367
	Iteration 64Q: 3 clusters Score -209250.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -209264.500000 Penalty: 4022.026367
	Iteration 65Q: 3 clusters Score -209264.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -209270.531250 Penalty: 4022.026367
	Iteration 66Q: 3 clusters Score -209270.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -209279.031250 Penalty: 4022.026367
	Iteration 67Q: 3 clusters Score -209279 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -209287.125000 Penalty: 4022.026367
	Iteration 68Q: 3 clusters Score -209287.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -209293.015625 Penalty: 4022.026367
	Iteration 69Q: 3 clusters Score -209293 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -209298.203125 Penalty: 4022.026367
	Iteration 70Q: 3 clusters Score -209298.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -209302.640625 Penalty: 4022.026367
	Iteration 71Q: 3 clusters Score -209302.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -209306.078125 Penalty: 4022.026367
	Iteration 72Q: 3 clusters Score -209306.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -209309.906250 Penalty: 4022.026367
	Iteration 73Q: 3 clusters Score -209309.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -209312.906250 Penalty: 4022.026367
	Iteration 74Q: 3 clusters Score -209312.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -209315.343750 Penalty: 4022.026367
	Iteration 75Q: 3 clusters Score -209315.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -209318.171875 Penalty: 4022.026367
	Iteration 76Q: 3 clusters Score -209318.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -209321.078125 Penalty: 4022.026367
	Iteration 77Q: 3 clusters Score -209321.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -209322.187500 Penalty: 4022.026367
	Iteration 78Q: 3 clusters Score -209322.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -209322.984375 Penalty: 4022.026367
	Iteration 79Q: 3 clusters Score -209323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -209323.843750 Penalty: 4022.026367
	Iteration 80F: 3 clusters Score -209323.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -209324.593750 Penalty: 4022.026367
	Iteration 81Q: 3 clusters Score -209324.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -209325.234375 Penalty: 4022.026367
	Iteration 82Q: 3 clusters Score -209325.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -209325.234375 Penalty: 4022.026367
	Iteration 83F: 3 clusters Score -209325.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (23606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23606 members 
Entering Unmasked Estep 
Score: -1948072.625000 Penalty: 2497.175537
	Iteration 0F: 2 clusters Score -1948073 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -1931497.625000 Penalty: 4994.351074
	Iteration 0F: 3 clusters Score -1931498 nChanged 10610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -1937141.625000 Penalty: 4994.351074
	Iteration 1F: 3 clusters Score -1937142 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -1937624.375000 Penalty: 4994.351074
	Iteration 2F: 3 clusters Score -1937624 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -1938093.250000 Penalty: 4994.351074
	Iteration 3Q: 3 clusters Score -1938093 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -1938638.375000 Penalty: 4994.351074
	Iteration 4Q: 3 clusters Score -1938638 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 15398 members 
Entering Unmasked Estep 
Score: -1939379.000000 Penalty: 4994.351074
	Iteration 5F: 3 clusters Score -1939379 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
Score: -1940388.250000 Penalty: 4994.351074
	Iteration 6F: 3 clusters Score -1940388 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 18079 members 
Entering Unmasked Estep 
Score: -1941648.125000 Penalty: 4994.351074
	Iteration 7F: 3 clusters Score -1941648 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 19424 members 
Entering Unmasked Estep 
Score: -1942922.000000 Penalty: 4994.351074
	Iteration 8F: 3 clusters Score -1942922 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 20474 members 
Entering Unmasked Estep 
Score: -1943955.000000 Penalty: 4994.351074
	Iteration 9Q: 3 clusters Score -1943955 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 21183 members 
Entering Unmasked Estep 
Score: -1944708.375000 Penalty: 4994.351074
	Iteration 10Q: 3 clusters Score -1944708 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 21569 members 
Entering Unmasked Estep 
Score: -1945157.875000 Penalty: 4994.351074
	Iteration 11Q: 3 clusters Score -1945158 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 21804 members 
Entering Unmasked Estep 
Score: -1945381.375000 Penalty: 4994.351074
	Iteration 12Q: 3 clusters Score -1945381 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 21952 members 
Entering Unmasked Estep 
Score: -1945518.375000 Penalty: 4994.351074
	Iteration 13Q: 3 clusters Score -1945518 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 22059 members 
Entering Unmasked Estep 
Score: -1945614.500000 Penalty: 4994.351074
	Iteration 14Q: 3 clusters Score -1945614 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 22140 members 
Entering Unmasked Estep 
Score: -1945670.750000 Penalty: 4994.351074
	Iteration 15Q: 3 clusters Score -1945671 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 22197 members 
Entering Unmasked Estep 
Score: -1945703.750000 Penalty: 4994.351074
	Iteration 16Q: 3 clusters Score -1945704 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 22241 members 
Entering Unmasked Estep 
Score: -1945723.625000 Penalty: 4994.351074
	Iteration 17Q: 3 clusters Score -1945724 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 22282 members 
Entering Unmasked Estep 
Score: -1945739.750000 Penalty: 4994.351074
	Iteration 18Q: 3 clusters Score -1945740 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 22314 members 
Entering Unmasked Estep 
Score: -1945751.750000 Penalty: 4994.351074
	Iteration 19Q: 3 clusters Score -1945752 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 22347 members 
Entering Unmasked Estep 
Score: -1945768.000000 Penalty: 4994.351074
	Iteration 20F: 3 clusters Score -1945768 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 22372 members 
Entering Unmasked Estep 
Score: -1945776.375000 Penalty: 4994.351074
	Iteration 21Q: 3 clusters Score -1945776 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 22397 members 
Entering Unmasked Estep 
Score: -1945789.000000 Penalty: 4994.351074
	Iteration 22Q: 3 clusters Score -1945789 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 22410 members 
Entering Unmasked Estep 
Score: -1945791.000000 Penalty: 4994.351074
	Iteration 23Q: 3 clusters Score -1945791 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 22420 members 
Entering Unmasked Estep 
Score: -1945792.250000 Penalty: 4994.351074
	Iteration 24Q: 3 clusters Score -1945792 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 22428 members 
Entering Unmasked Estep 
Score: -1945798.125000 Penalty: 4994.351074
	Iteration 25Q: 3 clusters Score -1945798 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 22443 members 
Entering Unmasked Estep 
Score: -1945807.500000 Penalty: 4994.351074
	Iteration 26Q: 3 clusters Score -1945808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 22453 members 
Entering Unmasked Estep 
Score: -1945809.625000 Penalty: 4994.351074
	Iteration 27Q: 3 clusters Score -1945810 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 22456 members 
Entering Unmasked Estep 
Score: -1945813.250000 Penalty: 4994.351074
	Iteration 28Q: 3 clusters Score -1945813 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 22461 members 
Entering Unmasked Estep 
Score: -1945811.875000 Penalty: 4994.351074
	Iteration 29Q: 3 clusters Score -1945812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 22465 members 
Entering Unmasked Estep 
Score: -1945812.875000 Penalty: 4994.351074
	Iteration 30Q: 3 clusters Score -1945813 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 22471 members 
Entering Unmasked Estep 
Score: -1945813.500000 Penalty: 4994.351074
	Iteration 31Q: 3 clusters Score -1945814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 22478 members 
Entering Unmasked Estep 
Score: -1945815.250000 Penalty: 4994.351074
	Iteration 32Q: 3 clusters Score -1945815 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 22485 members 
Entering Unmasked Estep 
Score: -1945815.250000 Penalty: 4994.351074
	Iteration 33Q: 3 clusters Score -1945815 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 22494 members 
Entering Unmasked Estep 
Score: -1945821.000000 Penalty: 4994.351074
	Iteration 34Q: 3 clusters Score -1945821 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 22502 members 
Entering Unmasked Estep 
Score: -1945820.500000 Penalty: 4994.351074
	Iteration 35Q: 3 clusters Score -1945820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 22510 members 
Entering Unmasked Estep 
Score: -1945821.625000 Penalty: 4994.351074
	Iteration 36Q: 3 clusters Score -1945822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 22515 members 
Entering Unmasked Estep 
Score: -1945819.875000 Penalty: 4994.351074
	Iteration 37Q: 3 clusters Score -1945820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 22519 members 
Entering Unmasked Estep 
Score: -1945821.750000 Penalty: 4994.351074
	Iteration 38Q: 3 clusters Score -1945822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 22524 members 
Entering Unmasked Estep 
Score: -1945824.625000 Penalty: 4994.351074
	Iteration 39Q: 3 clusters Score -1945825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 22528 members 
Entering Unmasked Estep 
Score: -1945827.500000 Penalty: 4994.351074
	Iteration 40F: 3 clusters Score -1945828 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Entering Unmasked Estep 
Score: -203499.515625 Penalty: 1962.553223
	Iteration 0F: 2 clusters Score -203499.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -200423.921875 Penalty: 3925.106445
	Iteration 0F: 3 clusters Score -200423.9 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -201057.578125 Penalty: 3925.106445
	Iteration 1F: 3 clusters Score -201057.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -201198.640625 Penalty: 3925.106445
	Iteration 2F: 3 clusters Score -201198.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -201280.515625 Penalty: 3925.106445
	Iteration 3Q: 3 clusters Score -201280.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -201345.437500 Penalty: 3925.106445
	Iteration 4Q: 3 clusters Score -201345.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -201393.125000 Penalty: 3925.106445
	Iteration 5Q: 3 clusters Score -201393.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -201429.781250 Penalty: 3925.106445
	Iteration 6Q: 3 clusters Score -201429.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -201454.718750 Penalty: 3925.106445
	Iteration 7Q: 3 clusters Score -201454.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -201484.562500 Penalty: 3925.106445
	Iteration 8Q: 3 clusters Score -201484.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -201521.515625 Penalty: 3925.106445
	Iteration 9Q: 3 clusters Score -201521.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -201559.218750 Penalty: 3925.106445
	Iteration 10Q: 3 clusters Score -201559.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -201589.000000 Penalty: 3925.106445
	Iteration 11Q: 3 clusters Score -201589 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -201610.531250 Penalty: 3925.106445
	Iteration 12Q: 3 clusters Score -201610.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -201630.343750 Penalty: 3925.106445
	Iteration 13Q: 3 clusters Score -201630.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -201660.671875 Penalty: 3925.106445
	Iteration 14Q: 3 clusters Score -201660.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -201693.328125 Penalty: 3925.106445
	Iteration 15Q: 3 clusters Score -201693.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -201741.625000 Penalty: 3925.106445
	Iteration 16Q: 3 clusters Score -201741.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -201810.234375 Penalty: 3925.106445
	Iteration 17Q: 3 clusters Score -201810.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -201889.687500 Penalty: 3925.106445
	Iteration 18Q: 3 clusters Score -201889.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -201970.187500 Penalty: 3925.106445
	Iteration 19Q: 3 clusters Score -201970.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -202034.578125 Penalty: 3925.106445
	Iteration 20F: 3 clusters Score -202034.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -202073.250000 Penalty: 3925.106445
	Iteration 21Q: 3 clusters Score -202073.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -202105.156250 Penalty: 3925.106445
	Iteration 22Q: 3 clusters Score -202105.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -202124.125000 Penalty: 3925.106445
	Iteration 23Q: 3 clusters Score -202124.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -202132.937500 Penalty: 3925.106445
	Iteration 24Q: 3 clusters Score -202132.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -202142.171875 Penalty: 3925.106445
	Iteration 25Q: 3 clusters Score -202142.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -202149.937500 Penalty: 3925.106445
	Iteration 26Q: 3 clusters Score -202149.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -202156.484375 Penalty: 3925.106445
	Iteration 27Q: 3 clusters Score -202156.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -202163.093750 Penalty: 3925.106445
	Iteration 28Q: 3 clusters Score -202163.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -202170.328125 Penalty: 3925.106445
	Iteration 29Q: 3 clusters Score -202170.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -202181.734375 Penalty: 3925.106445
	Iteration 30Q: 3 clusters Score -202181.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -202192.781250 Penalty: 3925.106445
	Iteration 31Q: 3 clusters Score -202192.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -202199.812500 Penalty: 3925.106445
	Iteration 32Q: 3 clusters Score -202199.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -202207.718750 Penalty: 3925.106445
	Iteration 33Q: 3 clusters Score -202207.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -202213.843750 Penalty: 3925.106445
	Iteration 34Q: 3 clusters Score -202213.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -202223.421875 Penalty: 3925.106445
	Iteration 35Q: 3 clusters Score -202223.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -202229.593750 Penalty: 3925.106445
	Iteration 36Q: 3 clusters Score -202229.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -202232.328125 Penalty: 3925.106445
	Iteration 37Q: 3 clusters Score -202232.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -202235.000000 Penalty: 3925.106445
	Iteration 38Q: 3 clusters Score -202235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -202237.734375 Penalty: 3925.106445
	Iteration 39Q: 3 clusters Score -202237.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -202238.359375 Penalty: 3925.106445
	Iteration 40F: 3 clusters Score -202238.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -202239.625000 Penalty: 3925.106445
	Iteration 41Q: 3 clusters Score -202239.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -202240.890625 Penalty: 3925.106445
	Iteration 42Q: 3 clusters Score -202240.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -202243.078125 Penalty: 3925.106445
	Iteration 43Q: 3 clusters Score -202243.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -202243.406250 Penalty: 3925.106445
	Iteration 44Q: 3 clusters Score -202243.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -202243.937500 Penalty: 3925.106445
	Iteration 45Q: 3 clusters Score -202243.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -202244.390625 Penalty: 3925.106445
	Iteration 46Q: 3 clusters Score -202244.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -202244.390625 Penalty: 3925.106445
	Iteration 47F: 3 clusters Score -202244.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74828 members 
Mstep: Class 2 contains 24265 members 
Mstep: Class 3 contains 3400 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 95427 members 
Mstep: Class 6 contains 153988 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8378 members 
Mstep: Class 9 contains 75880 members 
Mstep: Class 10 contains 63279 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 12568 members 
Mstep: Class 13 contains 5802 members 
Mstep: Class 14 contains 21529 members 
Mstep: Class 15 contains 17027 members 
Mstep: Class 16 contains 13929 members 
Mstep: Class 17 contains 37879 members 
Mstep: Class 18 contains 2930 members 
Mstep: Class 19 contains 5645 members 
Mstep: Class 20 contains 11837 members 
Mstep: Class 21 contains 9811 members 
Mstep: Class 22 contains 10004 members 
Mstep: Class 23 contains 28643 members 
Mstep: Class 24 contains 527222 members 
Mstep: Class 25 contains 60527 members 
Mstep: Class 26 contains 6819 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 69862 members 
Mstep: Class 29 contains 5904 members 
Mstep: Class 30 contains 16804 members 
Mstep: Class 31 contains 3324 members 
Mstep: Class 32 contains 23606 members 
Mstep: Class 33 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111985336.000000 Penalty: 119701.210938
Iteration 439Q: 35 clusters Score -1.119853e+08 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74828 members 
Mstep: Class 2 contains 24265 members 
Mstep: Class 3 contains 3400 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 95771 members 
Mstep: Class 6 contains 154089 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8378 members 
Mstep: Class 9 contains 75880 members 
Mstep: Class 10 contains 63491 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 12572 members 
Mstep: Class 13 contains 5802 members 
Mstep: Class 14 contains 21790 members 
Mstep: Class 15 contains 17027 members 
Mstep: Class 16 contains 13929 members 
Mstep: Class 17 contains 37925 members 
Mstep: Class 18 contains 2930 members 
Mstep: Class 19 contains 5645 members 
Mstep: Class 20 contains 11841 members 
Mstep: Class 21 contains 9811 members 
Mstep: Class 22 contains 10004 members 
Mstep: Class 23 contains 28710 members 
Mstep: Class 24 contains 527230 members 
Mstep: Class 25 contains 60527 members 
Mstep: Class 26 contains 6830 members 
Mstep: Class 27 contains 3462 members 
Mstep: Class 28 contains 69862 members 
Mstep: Class 29 contains 6019 members 
Mstep: Class 30 contains 16804 members 
Mstep: Class 31 contains 3340 members 
Mstep: Class 32 contains 23606 members 
Mstep: Class 33 contains 2734 members 
Mstep: Class 34 contains 46134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111985600.000000 Penalty: 119701.210938
Iteration 440F: 35 clusters Score -1.119856e+08 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74829 members 
Mstep: Class 2 contains 24265 members 
Mstep: Class 3 contains 3399 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 95735 members 
Mstep: Class 6 contains 154016 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8378 members 
Mstep: Class 9 contains 75880 members 
Mstep: Class 10 contains 63231 members 
Mstep: Class 11 contains 6293 members 
Mstep: Class 12 contains 12632 members 
Mstep: Class 13 contains 5802 members 
Mstep: Class 14 contains 21779 members 
Mstep: Class 15 contains 17028 members 
Mstep: Class 16 contains 13897 members 
Mstep: Class 17 contains 37870 members 
Mstep: Class 18 contains 2930 members 
Mstep: Class 19 contains 5645 members 
Mstep: Class 20 contains 11824 members 
Mstep: Class 21 contains 9811 members 
Mstep: Class 22 contains 10005 members 
Mstep: Class 23 contains 28701 members 
Mstep: Class 24 contains 527199 members 
Mstep: Class 25 contains 60527 members 
Mstep: Class 26 contains 6827 members 
Mstep: Class 27 contains 3453 members 
Mstep: Class 28 contains 69863 members 
Mstep: Class 29 contains 6059 members 
Mstep: Class 30 contains 16805 members 
Mstep: Class 31 contains 3343 members 
Mstep: Class 32 contains 23603 members 
Mstep: Class 33 contains 2734 members 
Mstep: Class 34 contains 46564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111985936.000000 Penalty: 119701.210938
Iteration 441Q: 35 clusters Score -1.119859e+08 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74827 members 
Mstep: Class 2 contains 24268 members 
Mstep: Class 3 contains 3399 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 95718 members 
Mstep: Class 6 contains 153974 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8378 members 
Mstep: Class 9 contains 75880 members 
Mstep: Class 10 contains 63024 members 
Mstep: Class 11 contains 6294 members 
Mstep: Class 12 contains 12754 members 
Mstep: Class 13 contains 5801 members 
Mstep: Class 14 contains 21821 members 
Mstep: Class 15 contains 17028 members 
Mstep: Class 16 contains 13869 members 
Mstep: Class 17 contains 37836 members 
Mstep: Class 18 contains 2930 members 
Mstep: Class 19 contains 5644 members 
Mstep: Class 20 contains 11820 members 
Mstep: Class 21 contains 9811 members 
Mstep: Class 22 contains 10004 members 
Mstep: Class 23 contains 28689 members 
Mstep: Class 24 contains 527162 members 
Mstep: Class 25 contains 60526 members 
Mstep: Class 26 contains 6824 members 
Mstep: Class 27 contains 3454 members 
Mstep: Class 28 contains 69866 members 
Mstep: Class 29 contains 6081 members 
Mstep: Class 30 contains 16807 members 
Mstep: Class 31 contains 3341 members 
Mstep: Class 32 contains 23601 members 
Mstep: Class 33 contains 2736 members 
Mstep: Class 34 contains 46760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111985928.000000 Penalty: 119701.210938
Iteration 442Q: 35 clusters Score -1.119859e+08 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74826 members 
Mstep: Class 2 contains 24269 members 
Mstep: Class 3 contains 3400 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 95721 members 
Mstep: Class 6 contains 153956 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8379 members 
Mstep: Class 9 contains 75882 members 
Mstep: Class 10 contains 62849 members 
Mstep: Class 11 contains 6293 members 
Mstep: Class 12 contains 12860 members 
Mstep: Class 13 contains 5800 members 
Mstep: Class 14 contains 21855 members 
Mstep: Class 15 contains 17030 members 
Mstep: Class 16 contains 13847 members 
Mstep: Class 17 contains 37809 members 
Mstep: Class 18 contains 2930 members 
Mstep: Class 19 contains 5644 members 
Mstep: Class 20 contains 11823 members 
Mstep: Class 21 contains 9811 members 
Mstep: Class 22 contains 10003 members 
Mstep: Class 23 contains 28681 members 
Mstep: Class 24 contains 527111 members 
Mstep: Class 25 contains 60526 members 
Mstep: Class 26 contains 6822 members 
Mstep: Class 27 contains 3458 members 
Mstep: Class 28 contains 69869 members 
Mstep: Class 29 contains 6095 members 
Mstep: Class 30 contains 16809 members 
Mstep: Class 31 contains 3339 members 
Mstep: Class 32 contains 23607 members 
Mstep: Class 33 contains 2738 members 
Mstep: Class 34 contains 46885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111986008.000000 Penalty: 119701.210938
Iteration 443Q: 35 clusters Score -1.11986e+08 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74823 members 
Mstep: Class 2 contains 24276 members 
Mstep: Class 3 contains 3399 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 95746 members 
Mstep: Class 6 contains 153955 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8379 members 
Mstep: Class 9 contains 75885 members 
Mstep: Class 10 contains 62669 members 
Mstep: Class 11 contains 6293 members 
Mstep: Class 12 contains 12955 members 
Mstep: Class 13 contains 5800 members 
Mstep: Class 14 contains 21874 members 
Mstep: Class 15 contains 17030 members 
Mstep: Class 16 contains 13833 members 
Mstep: Class 17 contains 37793 members 
Mstep: Class 18 contains 2930 members 
Mstep: Class 19 contains 5644 members 
Mstep: Class 20 contains 11825 members 
Mstep: Class 21 contains 9811 members 
Mstep: Class 22 contains 10003 members 
Mstep: Class 23 contains 28682 members 
Mstep: Class 24 contains 527054 members 
Mstep: Class 25 contains 60525 members 
Mstep: Class 26 contains 6823 members 
Mstep: Class 27 contains 3460 members 
Mstep: Class 28 contains 69871 members 
Mstep: Class 29 contains 6099 members 
Mstep: Class 30 contains 16812 members 
Mstep: Class 31 contains 3339 members 
Mstep: Class 32 contains 23614 members 
Mstep: Class 33 contains 2739 members 
Mstep: Class 34 contains 46986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111986168.000000 Penalty: 119701.210938
Iteration 444Q: 35 clusters Score -1.119862e+08 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74825 members 
Mstep: Class 2 contains 24279 members 
Mstep: Class 3 contains 3397 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 95770 members 
Mstep: Class 6 contains 153954 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8379 members 
Mstep: Class 9 contains 75885 members 
Mstep: Class 10 contains 62524 members 
Mstep: Class 11 contains 6293 members 
Mstep: Class 12 contains 13041 members 
Mstep: Class 13 contains 5801 members 
Mstep: Class 14 contains 21891 members 
Mstep: Class 15 contains 17030 members 
Mstep: Class 16 contains 13808 members 
Mstep: Class 17 contains 37776 members 
Mstep: Class 18 contains 2929 members 
Mstep: Class 19 contains 5643 members 
Mstep: Class 20 contains 11825 members 
Mstep: Class 21 contains 9810 members 
Mstep: Class 22 contains 10004 members 
Mstep: Class 23 contains 28680 members 
Mstep: Class 24 contains 527026 members 
Mstep: Class 25 contains 60521 members 
Mstep: Class 26 contains 6819 members 
Mstep: Class 27 contains 3462 members 
Mstep: Class 28 contains 69871 members 
Mstep: Class 29 contains 6104 members 
Mstep: Class 30 contains 16814 members 
Mstep: Class 31 contains 3341 members 
Mstep: Class 32 contains 23618 members 
Mstep: Class 33 contains 2740 members 
Mstep: Class 34 contains 47067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111986240.000000 Penalty: 119701.210938
Iteration 445Q: 35 clusters Score -1.119862e+08 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74826 members 
Mstep: Class 2 contains 24280 members 
Mstep: Class 3 contains 3397 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 95778 members 
Mstep: Class 6 contains 153959 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8379 members 
Mstep: Class 9 contains 75887 members 
Mstep: Class 10 contains 62390 members 
Mstep: Class 11 contains 6293 members 
Mstep: Class 12 contains 13111 members 
Mstep: Class 13 contains 5800 members 
Mstep: Class 14 contains 21923 members 
Mstep: Class 15 contains 17030 members 
Mstep: Class 16 contains 13779 members 
Mstep: Class 17 contains 37770 members 
Mstep: Class 18 contains 2929 members 
Mstep: Class 19 contains 5642 members 
Mstep: Class 20 contains 11826 members 
Mstep: Class 21 contains 9811 members 
Mstep: Class 22 contains 10005 members 
Mstep: Class 23 contains 28674 members 
Mstep: Class 24 contains 526996 members 
Mstep: Class 25 contains 60515 members 
Mstep: Class 26 contains 6817 members 
Mstep: Class 27 contains 3463 members 
Mstep: Class 28 contains 69873 members 
Mstep: Class 29 contains 6110 members 
Mstep: Class 30 contains 16817 members 
Mstep: Class 31 contains 3339 members 
Mstep: Class 32 contains 23625 members 
Mstep: Class 33 contains 2743 members 
Mstep: Class 34 contains 47140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111986344.000000 Penalty: 119701.210938
Iteration 446Q: 35 clusters Score -1.119863e+08 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74824 members 
Mstep: Class 2 contains 24278 members 
Mstep: Class 3 contains 3397 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 95797 members 
Mstep: Class 6 contains 153959 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8379 members 
Mstep: Class 9 contains 75889 members 
Mstep: Class 10 contains 62260 members 
Mstep: Class 11 contains 6293 members 
Mstep: Class 12 contains 13186 members 
Mstep: Class 13 contains 5800 members 
Mstep: Class 14 contains 21940 members 
Mstep: Class 15 contains 17030 members 
Mstep: Class 16 contains 13764 members 
Mstep: Class 17 contains 37770 members 
Mstep: Class 18 contains 2929 members 
Mstep: Class 19 contains 5641 members 
Mstep: Class 20 contains 11827 members 
Mstep: Class 21 contains 9811 members 
Mstep: Class 22 contains 10006 members 
Mstep: Class 23 contains 28675 members 
Mstep: Class 24 contains 526950 members 
Mstep: Class 25 contains 60513 members 
Mstep: Class 26 contains 6819 members 
Mstep: Class 27 contains 3464 members 
Mstep: Class 28 contains 69881 members 
Mstep: Class 29 contains 6119 members 
Mstep: Class 30 contains 16820 members 
Mstep: Class 31 contains 3339 members 
Mstep: Class 32 contains 23627 members 
Mstep: Class 33 contains 2746 members 
Mstep: Class 34 contains 47194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111986208.000000 Penalty: 119701.210938
Iteration 447Q: 35 clusters Score -1.119862e+08 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74821 members 
Mstep: Class 2 contains 24276 members 
Mstep: Class 3 contains 3396 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 95804 members 
Mstep: Class 6 contains 153957 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8379 members 
Mstep: Class 9 contains 75890 members 
Mstep: Class 10 contains 62172 members 
Mstep: Class 11 contains 6293 members 
Mstep: Class 12 contains 13244 members 
Mstep: Class 13 contains 5799 members 
Mstep: Class 14 contains 21955 members 
Mstep: Class 15 contains 17031 members 
Mstep: Class 16 contains 13748 members 
Mstep: Class 17 contains 37777 members 
Mstep: Class 18 contains 2929 members 
Mstep: Class 19 contains 5640 members 
Mstep: Class 20 contains 11827 members 
Mstep: Class 21 contains 9811 members 
Mstep: Class 22 contains 10006 members 
Mstep: Class 23 contains 28670 members 
Mstep: Class 24 contains 526915 members 
Mstep: Class 25 contains 60512 members 
Mstep: Class 26 contains 6819 members 
Mstep: Class 27 contains 3464 members 
Mstep: Class 28 contains 69891 members 
Mstep: Class 29 contains 6127 members 
Mstep: Class 30 contains 16823 members 
Mstep: Class 31 contains 3340 members 
Mstep: Class 32 contains 23628 members 
Mstep: Class 33 contains 2747 members 
Mstep: Class 34 contains 47236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111986248.000000 Penalty: 119701.210938
Iteration 448Q: 35 clusters Score -1.119862e+08 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74819 members 
Mstep: Class 2 contains 24278 members 
Mstep: Class 3 contains 3394 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 95796 members 
Mstep: Class 6 contains 153952 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8379 members 
Mstep: Class 9 contains 75890 members 
Mstep: Class 10 contains 62087 members 
Mstep: Class 11 contains 6293 members 
Mstep: Class 12 contains 13304 members 
Mstep: Class 13 contains 5798 members 
Mstep: Class 14 contains 21970 members 
Mstep: Class 15 contains 17030 members 
Mstep: Class 16 contains 13738 members 
Mstep: Class 17 contains 37783 members 
Mstep: Class 18 contains 2929 members 
Mstep: Class 19 contains 5639 members 
Mstep: Class 20 contains 11827 members 
Mstep: Class 21 contains 9811 members 
Mstep: Class 22 contains 10006 members 
Mstep: Class 23 contains 28673 members 
Mstep: Class 24 contains 526882 members 
Mstep: Class 25 contains 60512 members 
Mstep: Class 26 contains 6821 members 
Mstep: Class 27 contains 3465 members 
Mstep: Class 28 contains 69895 members 
Mstep: Class 29 contains 6130 members 
Mstep: Class 30 contains 16827 members 
Mstep: Class 31 contains 3340 members 
Mstep: Class 32 contains 23632 members 
Mstep: Class 33 contains 2747 members 
Mstep: Class 34 contains 47280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111986200.000000 Penalty: 119701.210938
Iteration 449Q: 35 clusters Score -1.119862e+08 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74820 members 
Mstep: Class 2 contains 24279 members 
Mstep: Class 3 contains 3394 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 95794 members 
Mstep: Class 6 contains 153951 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8379 members 
Mstep: Class 9 contains 75890 members 
Mstep: Class 10 contains 62009 members 
Mstep: Class 11 contains 6293 members 
Mstep: Class 12 contains 13345 members 
Mstep: Class 13 contains 5797 members 
Mstep: Class 14 contains 21980 members 
Mstep: Class 15 contains 17029 members 
Mstep: Class 16 contains 13728 members 
Mstep: Class 17 contains 37784 members 
Mstep: Class 18 contains 2929 members 
Mstep: Class 19 contains 5638 members 
Mstep: Class 20 contains 11828 members 
Mstep: Class 21 contains 9811 members 
Mstep: Class 22 contains 10006 members 
Mstep: Class 23 contains 28675 members 
Mstep: Class 24 contains 526845 members 
Mstep: Class 25 contains 60511 members 
Mstep: Class 26 contains 6821 members 
Mstep: Class 27 contains 3466 members 
Mstep: Class 28 contains 69901 members 
Mstep: Class 29 contains 6126 members 
Mstep: Class 30 contains 16831 members 
Mstep: Class 31 contains 3338 members 
Mstep: Class 32 contains 23636 members 
Mstep: Class 33 contains 2752 members 
Mstep: Class 34 contains 47341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111986080.000000 Penalty: 119701.210938
Iteration 450Q: 35 clusters Score -1.119861e+08 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74816 members 
Mstep: Class 2 contains 24279 members 
Mstep: Class 3 contains 3393 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 95785 members 
Mstep: Class 6 contains 153950 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 8379 members 
Mstep: Class 9 contains 75889 members 
Mstep: Class 10 contains 61936 members 
Mstep: Class 11 contains 6293 members 
Mstep: Class 12 contains 13380 members 
Mstep: Class 13 contains 5797 members 
Mstep: Class 14 contains 21993 members 
Mstep: Class 15 contains 17028 members 
Mstep: Class 16 contains 13721 members 
Mstep: Class 17 contains 37783 members 
Mstep: Class 18 contains 2929 members 
Mstep: Class 19 contains 5638 members 
Mstep: Class 20 contains 11828 members 
Mstep: Class 21 contains 9811 members 
Mstep: Class 22 contains 10006 members 
Mstep: Class 23 contains 28675 members 
Mstep: Class 24 contains 526828 members 
Mstep: Class 25 contains 60509 members 
Mstep: Class 26 contains 6818 members 
Mstep: Class 27 contains 3467 members 
Mstep: Class 28 contains 69906 members 
Mstep: Class 29 contains 6121 members 
Mstep: Class 30 contains 16838 members 
Mstep: Class 31 contains 3339 members 
Mstep: Class 32 contains 23640 members 
Mstep: Class 33 contains 2755 members 
Mstep: Class 34 contains 47397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111986152.000000 Penalty: 119701.210938
Iteration 451Q: 35 clusters Score -1.119862e+08 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74811 members 
Mstep: Class 2 contains 24278 members 
Mstep: Class 3 contains 3391 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 95793 members 
Mstep: Class 6 contains 153951 members 
Mstep: Class 7 contains 8592 members 
Mstep: Class 8 contains 8379 members 
Mstep: Class 9 contains 75890 members 
Mstep: Class 10 contains 61863 members 
Mstep: Class 11 contains 6293 members 
Mstep: Class 12 contains 13414 members 
Mstep: Class 13 contains 5797 members 
Mstep: Class 14 contains 21999 members 
Mstep: Class 15 contains 17027 members 
Mstep: Class 16 contains 13712 members 
Mstep: Class 17 contains 37778 members 
Mstep: Class 18 contains 2929 members 
Mstep: Class 19 contains 5638 members 
Mstep: Class 20 contains 11826 members 
Mstep: Class 21 contains 9811 members 
Mstep: Class 22 contains 10008 members 
Mstep: Class 23 contains 28676 members 
Mstep: Class 24 contains 526808 members 
Mstep: Class 25 contains 60504 members 
Mstep: Class 26 contains 6817 members 
Mstep: Class 27 contains 3468 members 
Mstep: Class 28 contains 69909 members 
Mstep: Class 29 contains 6121 members 
Mstep: Class 30 contains 16843 members 
Mstep: Class 31 contains 3338 members 
Mstep: Class 32 contains 23652 members 
Mstep: Class 33 contains 2758 members 
Mstep: Class 34 contains 47446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111986184.000000 Penalty: 119701.210938
Iteration 452Q: 35 clusters Score -1.119862e+08 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74809 members 
Mstep: Class 2 contains 24278 members 
Mstep: Class 3 contains 3391 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 95799 members 
Mstep: Class 6 contains 153951 members 
Mstep: Class 7 contains 8591 members 
Mstep: Class 8 contains 8379 members 
Mstep: Class 9 contains 75889 members 
Mstep: Class 10 contains 61808 members 
Mstep: Class 11 contains 6293 members 
Mstep: Class 12 contains 13446 members 
Mstep: Class 13 contains 5797 members 
Mstep: Class 14 contains 22005 members 
Mstep: Class 15 contains 17027 members 
Mstep: Class 16 contains 13711 members 
Mstep: Class 17 contains 37777 members 
Mstep: Class 18 contains 2929 members 
Mstep: Class 19 contains 5638 members 
Mstep: Class 20 contains 11825 members 
Mstep: Class 21 contains 9811 members 
Mstep: Class 22 contains 10008 members 
Mstep: Class 23 contains 28672 members 
Mstep: Class 24 contains 526771 members 
Mstep: Class 25 contains 60504 members 
Mstep: Class 26 contains 6816 members 
Mstep: Class 27 contains 3468 members 
Mstep: Class 28 contains 69912 members 
Mstep: Class 29 contains 6123 members 
Mstep: Class 30 contains 16846 members 
Mstep: Class 31 contains 3338 members 
Mstep: Class 32 contains 23664 members 
Mstep: Class 33 contains 2759 members 
Mstep: Class 34 contains 47485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111986296.000000 Penalty: 119701.210938
Iteration 453Q: 35 clusters Score -1.119863e+08 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74806 members 
Mstep: Class 2 contains 24278 members 
Mstep: Class 3 contains 3391 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 95825 members 
Mstep: Class 6 contains 153954 members 
Mstep: Class 7 contains 8591 members 
Mstep: Class 8 contains 8379 members 
Mstep: Class 9 contains 75889 members 
Mstep: Class 10 contains 61752 members 
Mstep: Class 11 contains 6292 members 
Mstep: Class 12 contains 13477 members 
Mstep: Class 13 contains 5797 members 
Mstep: Class 14 contains 22015 members 
Mstep: Class 15 contains 17027 members 
Mstep: Class 16 contains 13705 members 
Mstep: Class 17 contains 37773 members 
Mstep: Class 18 contains 2929 members 
Mstep: Class 19 contains 5638 members 
Mstep: Class 20 contains 11824 members 
Mstep: Class 21 contains 9811 members 
Mstep: Class 22 contains 10008 members 
Mstep: Class 23 contains 28666 members 
Mstep: Class 24 contains 526738 members 
Mstep: Class 25 contains 60505 members 
Mstep: Class 26 contains 6817 members 
Mstep: Class 27 contains 3467 members 
Mstep: Class 28 contains 69913 members 
Mstep: Class 29 contains 6125 members 
Mstep: Class 30 contains 16848 members 
Mstep: Class 31 contains 3338 members 
Mstep: Class 32 contains 23674 members 
Mstep: Class 33 contains 2760 members 
Mstep: Class 34 contains 47508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111986256.000000 Penalty: 119701.210938
Iteration 454Q: 35 clusters Score -1.119863e+08 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74805 members 
Mstep: Class 2 contains 24280 members 
Mstep: Class 3 contains 3391 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 95856 members 
Mstep: Class 6 contains 153955 members 
Mstep: Class 7 contains 8591 members 
Mstep: Class 8 contains 8379 members 
Mstep: Class 9 contains 75891 members 
Mstep: Class 10 contains 61690 members 
Mstep: Class 11 contains 6290 members 
Mstep: Class 12 contains 13503 members 
Mstep: Class 13 contains 5797 members 
Mstep: Class 14 contains 22023 members 
Mstep: Class 15 contains 17027 members 
Mstep: Class 16 contains 13703 members 
Mstep: Class 17 contains 37767 members 
Mstep: Class 18 contains 2929 members 
Mstep: Class 19 contains 5638 members 
Mstep: Class 20 contains 11824 members 
Mstep: Class 21 contains 9811 members 
Mstep: Class 22 contains 10008 members 
Mstep: Class 23 contains 28667 members 
Mstep: Class 24 contains 526697 members 
Mstep: Class 25 contains 60500 members 
Mstep: Class 26 contains 6819 members 
Mstep: Class 27 contains 3467 members 
Mstep: Class 28 contains 69913 members 
Mstep: Class 29 contains 6126 members 
Mstep: Class 30 contains 16850 members 
Mstep: Class 31 contains 3338 members 
Mstep: Class 32 contains 23681 members 
Mstep: Class 33 contains 2760 members 
Mstep: Class 34 contains 47544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111986024.000000 Penalty: 119701.210938
Iteration 455Q: 35 clusters Score -1.11986e+08 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74803 members 
Mstep: Class 2 contains 24280 members 
Mstep: Class 3 contains 3391 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 95883 members 
Mstep: Class 6 contains 153954 members 
Mstep: Class 7 contains 8591 members 
Mstep: Class 8 contains 8379 members 
Mstep: Class 9 contains 75890 members 
Mstep: Class 10 contains 61660 members 
Mstep: Class 11 contains 6289 members 
Mstep: Class 12 contains 13525 members 
Mstep: Class 13 contains 5796 members 
Mstep: Class 14 contains 22026 members 
Mstep: Class 15 contains 17027 members 
Mstep: Class 16 contains 13701 members 
Mstep: Class 17 contains 37757 members 
Mstep: Class 18 contains 2929 members 
Mstep: Class 19 contains 5638 members 
Mstep: Class 20 contains 11824 members 
Mstep: Class 21 contains 9811 members 
Mstep: Class 22 contains 10008 members 
Mstep: Class 23 contains 28669 members 
Mstep: Class 24 contains 526669 members 
Mstep: Class 25 contains 60495 members 
Mstep: Class 26 contains 6818 members 
Mstep: Class 27 contains 3467 members 
Mstep: Class 28 contains 69915 members 
Mstep: Class 29 contains 6125 members 
Mstep: Class 30 contains 16853 members 
Mstep: Class 31 contains 3338 members 
Mstep: Class 32 contains 23684 members 
Mstep: Class 33 contains 2760 members 
Mstep: Class 34 contains 47565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111985920.000000 Penalty: 119701.210938
Iteration 456Q: 35 clusters Score -1.119859e+08 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74800 members 
Mstep: Class 2 contains 24280 members 
Mstep: Class 3 contains 3391 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 95897 members 
Mstep: Class 6 contains 153953 members 
Mstep: Class 7 contains 8591 members 
Mstep: Class 8 contains 8379 members 
Mstep: Class 9 contains 75891 members 
Mstep: Class 10 contains 61627 members 
Mstep: Class 11 contains 6288 members 
Mstep: Class 12 contains 13541 members 
Mstep: Class 13 contains 5798 members 
Mstep: Class 14 contains 22029 members 
Mstep: Class 15 contains 17027 members 
Mstep: Class 16 contains 13700 members 
Mstep: Class 17 contains 37752 members 
Mstep: Class 18 contains 2928 members 
Mstep: Class 19 contains 5638 members 
Mstep: Class 20 contains 11824 members 
Mstep: Class 21 contains 9811 members 
Mstep: Class 22 contains 10007 members 
Mstep: Class 23 contains 28665 members 
Mstep: Class 24 contains 526648 members 
Mstep: Class 25 contains 60484 members 
Mstep: Class 26 contains 6817 members 
Mstep: Class 27 contains 3467 members 
Mstep: Class 28 contains 69916 members 
Mstep: Class 29 contains 6125 members 
Mstep: Class 30 contains 16856 members 
Mstep: Class 31 contains 3338 members 
Mstep: Class 32 contains 23690 members 
Mstep: Class 33 contains 2760 members 
Mstep: Class 34 contains 47602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111986016.000000 Penalty: 119701.210938
Iteration 457Q: 35 clusters Score -1.11986e+08 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74799 members 
Mstep: Class 2 contains 24277 members 
Mstep: Class 3 contains 3391 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 95920 members 
Mstep: Class 6 contains 153952 members 
Mstep: Class 7 contains 8591 members 
Mstep: Class 8 contains 8379 members 
Mstep: Class 9 contains 75891 members 
Mstep: Class 10 contains 61581 members 
Mstep: Class 11 contains 6287 members 
Mstep: Class 12 contains 13557 members 
Mstep: Class 13 contains 5800 members 
Mstep: Class 14 contains 22031 members 
Mstep: Class 15 contains 17027 members 
Mstep: Class 16 contains 13695 members 
Mstep: Class 17 contains 37753 members 
Mstep: Class 18 contains 2927 members 
Mstep: Class 19 contains 5638 members 
Mstep: Class 20 contains 11824 members 
Mstep: Class 21 contains 9811 members 
Mstep: Class 22 contains 10007 members 
Mstep: Class 23 contains 28661 members 
Mstep: Class 24 contains 526629 members 
Mstep: Class 25 contains 60476 members 
Mstep: Class 26 contains 6816 members 
Mstep: Class 27 contains 3467 members 
Mstep: Class 28 contains 69917 members 
Mstep: Class 29 contains 6125 members 
Mstep: Class 30 contains 16863 members 
Mstep: Class 31 contains 3338 members 
Mstep: Class 32 contains 23692 members 
Mstep: Class 33 contains 2760 members 
Mstep: Class 34 contains 47638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111986064.000000 Penalty: 119701.210938
Iteration 458Q: 35 clusters Score -1.119861e+08 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74797 members 
Mstep: Class 2 contains 24277 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 95945 members 
Mstep: Class 6 contains 153958 members 
Mstep: Class 7 contains 8591 members 
Mstep: Class 8 contains 8379 members 
Mstep: Class 9 contains 75892 members 
Mstep: Class 10 contains 61534 members 
Mstep: Class 11 contains 6284 members 
Mstep: Class 12 contains 13573 members 
Mstep: Class 13 contains 5800 members 
Mstep: Class 14 contains 22038 members 
Mstep: Class 15 contains 17027 members 
Mstep: Class 16 contains 13691 members 
Mstep: Class 17 contains 37754 members 
Mstep: Class 18 contains 2926 members 
Mstep: Class 19 contains 5638 members 
Mstep: Class 20 contains 11825 members 
Mstep: Class 21 contains 9811 members 
Mstep: Class 22 contains 10007 members 
Mstep: Class 23 contains 28659 members 
Mstep: Class 24 contains 526605 members 
Mstep: Class 25 contains 60472 members 
Mstep: Class 26 contains 6815 members 
Mstep: Class 27 contains 3467 members 
Mstep: Class 28 contains 69920 members 
Mstep: Class 29 contains 6126 members 
Mstep: Class 30 contains 16866 members 
Mstep: Class 31 contains 3338 members 
Mstep: Class 32 contains 23696 members 
Mstep: Class 33 contains 2760 members 
Mstep: Class 34 contains 47659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111986216.000000 Penalty: 119701.210938
Iteration 459Q: 35 clusters Score -1.119862e+08 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74795 members 
Mstep: Class 2 contains 24277 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 95963 members 
Mstep: Class 6 contains 153960 members 
Mstep: Class 7 contains 8591 members 
Mstep: Class 8 contains 8379 members 
Mstep: Class 9 contains 75889 members 
Mstep: Class 10 contains 61485 members 
Mstep: Class 11 contains 6282 members 
Mstep: Class 12 contains 13582 members 
Mstep: Class 13 contains 5801 members 
Mstep: Class 14 contains 22043 members 
Mstep: Class 15 contains 17027 members 
Mstep: Class 16 contains 13683 members 
Mstep: Class 17 contains 37757 members 
Mstep: Class 18 contains 2926 members 
Mstep: Class 19 contains 5638 members 
Mstep: Class 20 contains 11825 members 
Mstep: Class 21 contains 9811 members 
Mstep: Class 22 contains 10008 members 
Mstep: Class 23 contains 28658 members 
Mstep: Class 24 contains 526588 members 
Mstep: Class 25 contains 60466 members 
Mstep: Class 26 contains 6815 members 
Mstep: Class 27 contains 3467 members 
Mstep: Class 28 contains 69929 members 
Mstep: Class 29 contains 6127 members 
Mstep: Class 30 contains 16873 members 
Mstep: Class 31 contains 3338 members 
Mstep: Class 32 contains 23704 members 
Mstep: Class 33 contains 2760 members 
Mstep: Class 34 contains 47683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111986168.000000 Penalty: 119701.210938
Iteration 460F: 35 clusters Score -1.119862e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74795 members 
Mstep: Class 2 contains 24277 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 95978 members 
Mstep: Class 6 contains 153960 members 
Mstep: Class 7 contains 8591 members 
Mstep: Class 8 contains 8379 members 
Mstep: Class 9 contains 75889 members 
Mstep: Class 10 contains 61438 members 
Mstep: Class 11 contains 6279 members 
Mstep: Class 12 contains 13588 members 
Mstep: Class 13 contains 5801 members 
Mstep: Class 14 contains 22051 members 
Mstep: Class 15 contains 17027 members 
Mstep: Class 16 contains 13674 members 
Mstep: Class 17 contains 37756 members 
Mstep: Class 18 contains 2926 members 
Mstep: Class 19 contains 5638 members 
Mstep: Class 20 contains 11825 members 
Mstep: Class 21 contains 9811 members 
Mstep: Class 22 contains 10010 members 
Mstep: Class 23 contains 28657 members 
Mstep: Class 24 contains 526571 members 
Mstep: Class 25 contains 60464 members 
Mstep: Class 26 contains 6813 members 
Mstep: Class 27 contains 3467 members 
Mstep: Class 28 contains 69933 members 
Mstep: Class 29 contains 6128 members 
Mstep: Class 30 contains 16880 members 
Mstep: Class 31 contains 3338 members 
Mstep: Class 32 contains 23707 members 
Mstep: Class 33 contains 2760 members 
Mstep: Class 34 contains 47719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111986216.000000 Penalty: 119701.210938
Iteration 461Q: 35 clusters Score -1.119862e+08 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74794 members 
Mstep: Class 2 contains 24277 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 95989 members 
Mstep: Class 6 contains 153963 members 
Mstep: Class 7 contains 8591 members 
Mstep: Class 8 contains 8379 members 
Mstep: Class 9 contains 75889 members 
Mstep: Class 10 contains 61384 members 
Mstep: Class 11 contains 6278 members 
Mstep: Class 12 contains 13593 members 
Mstep: Class 13 contains 5801 members 
Mstep: Class 14 contains 22058 members 
Mstep: Class 15 contains 17027 members 
Mstep: Class 16 contains 13667 members 
Mstep: Class 17 contains 37757 members 
Mstep: Class 18 contains 2926 members 
Mstep: Class 19 contains 5638 members 
Mstep: Class 20 contains 11826 members 
Mstep: Class 21 contains 9811 members 
Mstep: Class 22 contains 10010 members 
Mstep: Class 23 contains 28655 members 
Mstep: Class 24 contains 526550 members 
Mstep: Class 25 contains 60464 members 
Mstep: Class 26 contains 6813 members 
Mstep: Class 27 contains 3467 members 
Mstep: Class 28 contains 69936 members 
Mstep: Class 29 contains 6131 members 
Mstep: Class 30 contains 16887 members 
Mstep: Class 31 contains 3337 members 
Mstep: Class 32 contains 23712 members 
Mstep: Class 33 contains 2760 members 
Mstep: Class 34 contains 47760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111986224.000000 Penalty: 119701.210938
Iteration 462Q: 35 clusters Score -1.119862e+08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74793 members 
Mstep: Class 2 contains 24276 members 
Mstep: Class 3 contains 3391 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 96000 members 
Mstep: Class 6 contains 153971 members 
Mstep: Class 7 contains 8591 members 
Mstep: Class 8 contains 8379 members 
Mstep: Class 9 contains 75889 members 
Mstep: Class 10 contains 61335 members 
Mstep: Class 11 contains 6279 members 
Mstep: Class 12 contains 13597 members 
Mstep: Class 13 contains 5801 members 
Mstep: Class 14 contains 22066 members 
Mstep: Class 15 contains 17027 members 
Mstep: Class 16 contains 13660 members 
Mstep: Class 17 contains 37755 members 
Mstep: Class 18 contains 2926 members 
Mstep: Class 19 contains 5638 members 
Mstep: Class 20 contains 11826 members 
Mstep: Class 21 contains 9811 members 
Mstep: Class 22 contains 10012 members 
Mstep: Class 23 contains 28652 members 
Mstep: Class 24 contains 526535 members 
Mstep: Class 25 contains 60460 members 
Mstep: Class 26 contains 6812 members 
Mstep: Class 27 contains 3467 members 
Mstep: Class 28 contains 69938 members 
Mstep: Class 29 contains 6134 members 
Mstep: Class 30 contains 16895 members 
Mstep: Class 31 contains 3337 members 
Mstep: Class 32 contains 23712 members 
Mstep: Class 33 contains 2760 members 
Mstep: Class 34 contains 47795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111986152.000000 Penalty: 119701.210938
Iteration 463Q: 35 clusters Score -1.119862e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74791 members 
Mstep: Class 2 contains 24277 members 
Mstep: Class 3 contains 3392 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 96014 members 
Mstep: Class 6 contains 153973 members 
Mstep: Class 7 contains 8591 members 
Mstep: Class 8 contains 8379 members 
Mstep: Class 9 contains 75888 members 
Mstep: Class 10 contains 61303 members 
Mstep: Class 11 contains 6278 members 
Mstep: Class 12 contains 13600 members 
Mstep: Class 13 contains 5801 members 
Mstep: Class 14 contains 22069 members 
Mstep: Class 15 contains 17028 members 
Mstep: Class 16 contains 13653 members 
Mstep: Class 17 contains 37755 members 
Mstep: Class 18 contains 2926 members 
Mstep: Class 19 contains 5638 members 
Mstep: Class 20 contains 11827 members 
Mstep: Class 21 contains 9811 members 
Mstep: Class 22 contains 10013 members 
Mstep: Class 23 contains 28648 members 
Mstep: Class 24 contains 526518 members 
Mstep: Class 25 contains 60461 members 
Mstep: Class 26 contains 6814 members 
Mstep: Class 27 contains 3468 members 
Mstep: Class 28 contains 69938 members 
Mstep: Class 29 contains 6137 members 
Mstep: Class 30 contains 16901 members 
Mstep: Class 31 contains 3336 members 
Mstep: Class 32 contains 23713 members 
Mstep: Class 33 contains 2760 members 
Mstep: Class 34 contains 47819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111986016.000000 Penalty: 119701.210938
Iteration 464Q: 35 clusters Score -1.11986e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74791 members 
Mstep: Class 2 contains 24278 members 
Mstep: Class 3 contains 3392 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 96032 members 
Mstep: Class 6 contains 153974 members 
Mstep: Class 7 contains 8591 members 
Mstep: Class 8 contains 8379 members 
Mstep: Class 9 contains 75888 members 
Mstep: Class 10 contains 61270 members 
Mstep: Class 11 contains 6276 members 
Mstep: Class 12 contains 13603 members 
Mstep: Class 13 contains 5801 members 
Mstep: Class 14 contains 22078 members 
Mstep: Class 15 contains 17027 members 
Mstep: Class 16 contains 13650 members 
Mstep: Class 17 contains 37754 members 
Mstep: Class 18 contains 2926 members 
Mstep: Class 19 contains 5638 members 
Mstep: Class 20 contains 11827 members 
Mstep: Class 21 contains 9811 members 
Mstep: Class 22 contains 10015 members 
Mstep: Class 23 contains 28647 members 
Mstep: Class 24 contains 526500 members 
Mstep: Class 25 contains 60461 members 
Mstep: Class 26 contains 6815 members 
Mstep: Class 27 contains 3468 members 
Mstep: Class 28 contains 69938 members 
Mstep: Class 29 contains 6138 members 
Mstep: Class 30 contains 16902 members 
Mstep: Class 31 contains 3336 members 
Mstep: Class 32 contains 23716 members 
Mstep: Class 33 contains 2760 members 
Mstep: Class 34 contains 47838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111986168.000000 Penalty: 119701.210938
Iteration 465Q: 35 clusters Score -1.119862e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74789 members 
Mstep: Class 2 contains 24278 members 
Mstep: Class 3 contains 3392 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 96052 members 
Mstep: Class 6 contains 153977 members 
Mstep: Class 7 contains 8591 members 
Mstep: Class 8 contains 8379 members 
Mstep: Class 9 contains 75889 members 
Mstep: Class 10 contains 61246 members 
Mstep: Class 11 contains 6274 members 
Mstep: Class 12 contains 13605 members 
Mstep: Class 13 contains 5801 members 
Mstep: Class 14 contains 22084 members 
Mstep: Class 15 contains 17027 members 
Mstep: Class 16 contains 13645 members 
Mstep: Class 17 contains 37752 members 
Mstep: Class 18 contains 2926 members 
Mstep: Class 19 contains 5638 members 
Mstep: Class 20 contains 11827 members 
Mstep: Class 21 contains 9811 members 
Mstep: Class 22 contains 10018 members 
Mstep: Class 23 contains 28643 members 
Mstep: Class 24 contains 526477 members 
Mstep: Class 25 contains 60464 members 
Mstep: Class 26 contains 6815 members 
Mstep: Class 27 contains 3468 members 
Mstep: Class 28 contains 69943 members 
Mstep: Class 29 contains 6137 members 
Mstep: Class 30 contains 16902 members 
Mstep: Class 31 contains 3336 members 
Mstep: Class 32 contains 23718 members 
Mstep: Class 33 contains 2760 members 
Mstep: Class 34 contains 47856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111986176.000000 Penalty: 119701.210938
Iteration 466Q: 35 clusters Score -1.119862e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74787 members 
Mstep: Class 2 contains 24278 members 
Mstep: Class 3 contains 3393 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 96067 members 
Mstep: Class 6 contains 153978 members 
Mstep: Class 7 contains 8591 members 
Mstep: Class 8 contains 8379 members 
Mstep: Class 9 contains 75891 members 
Mstep: Class 10 contains 61234 members 
Mstep: Class 11 contains 6269 members 
Mstep: Class 12 contains 13609 members 
Mstep: Class 13 contains 5801 members 
Mstep: Class 14 contains 22087 members 
Mstep: Class 15 contains 17028 members 
Mstep: Class 16 contains 13636 members 
Mstep: Class 17 contains 37754 members 
Mstep: Class 18 contains 2926 members 
Mstep: Class 19 contains 5638 members 
Mstep: Class 20 contains 11827 members 
Mstep: Class 21 contains 9811 members 
Mstep: Class 22 contains 10018 members 
Mstep: Class 23 contains 28639 members 
Mstep: Class 24 contains 526456 members 
Mstep: Class 25 contains 60468 members 
Mstep: Class 26 contains 6813 members 
Mstep: Class 27 contains 3468 members 
Mstep: Class 28 contains 69943 members 
Mstep: Class 29 contains 6137 members 
Mstep: Class 30 contains 16902 members 
Mstep: Class 31 contains 3336 members 
Mstep: Class 32 contains 23722 members 
Mstep: Class 33 contains 2760 members 
Mstep: Class 34 contains 47874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111986168.000000 Penalty: 119701.210938
Iteration 467Q: 35 clusters Score -1.119862e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74787 members 
Mstep: Class 2 contains 24278 members 
Mstep: Class 3 contains 3395 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 96081 members 
Mstep: Class 6 contains 153978 members 
Mstep: Class 7 contains 8591 members 
Mstep: Class 8 contains 8379 members 
Mstep: Class 9 contains 75889 members 
Mstep: Class 10 contains 61217 members 
Mstep: Class 11 contains 6261 members 
Mstep: Class 12 contains 13611 members 
Mstep: Class 13 contains 5801 members 
Mstep: Class 14 contains 22091 members 
Mstep: Class 15 contains 17028 members 
Mstep: Class 16 contains 13634 members 
Mstep: Class 17 contains 37754 members 
Mstep: Class 18 contains 2926 members 
Mstep: Class 19 contains 5638 members 
Mstep: Class 20 contains 11827 members 
Mstep: Class 21 contains 9811 members 
Mstep: Class 22 contains 10019 members 
Mstep: Class 23 contains 28637 members 
Mstep: Class 24 contains 526453 members 
Mstep: Class 25 contains 60468 members 
Mstep: Class 26 contains 6813 members 
Mstep: Class 27 contains 3468 members 
Mstep: Class 28 contains 69944 members 
Mstep: Class 29 contains 6136 members 
Mstep: Class 30 contains 16902 members 
Mstep: Class 31 contains 3336 members 
Mstep: Class 32 contains 23720 members 
Mstep: Class 33 contains 2760 members 
Mstep: Class 34 contains 47887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111986088.000000 Penalty: 119701.210938
Iteration 468Q: 35 clusters Score -1.119861e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74786 members 
Mstep: Class 2 contains 24279 members 
Mstep: Class 3 contains 3398 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 96088 members 
Mstep: Class 6 contains 153975 members 
Mstep: Class 7 contains 8591 members 
Mstep: Class 8 contains 8379 members 
Mstep: Class 9 contains 75889 members 
Mstep: Class 10 contains 61206 members 
Mstep: Class 11 contains 6257 members 
Mstep: Class 12 contains 13614 members 
Mstep: Class 13 contains 5801 members 
Mstep: Class 14 contains 22097 members 
Mstep: Class 15 contains 17028 members 
Mstep: Class 16 contains 13630 members 
Mstep: Class 17 contains 37753 members 
Mstep: Class 18 contains 2926 members 
Mstep: Class 19 contains 5638 members 
Mstep: Class 20 contains 11827 members 
Mstep: Class 21 contains 9811 members 
Mstep: Class 22 contains 10020 members 
Mstep: Class 23 contains 28632 members 
Mstep: Class 24 contains 526449 members 
Mstep: Class 25 contains 60465 members 
Mstep: Class 26 contains 6811 members 
Mstep: Class 27 contains 3468 members 
Mstep: Class 28 contains 69947 members 
Mstep: Class 29 contains 6136 members 
Mstep: Class 30 contains 16902 members 
Mstep: Class 31 contains 3337 members 
Mstep: Class 32 contains 23720 members 
Mstep: Class 33 contains 2760 members 
Mstep: Class 34 contains 47900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111986096.000000 Penalty: 119701.210938
Iteration 469Q: 35 clusters Score -1.119861e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74786 members 
Mstep: Class 2 contains 24279 members 
Mstep: Class 3 contains 3398 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 96096 members 
Mstep: Class 6 contains 153972 members 
Mstep: Class 7 contains 8591 members 
Mstep: Class 8 contains 8379 members 
Mstep: Class 9 contains 75893 members 
Mstep: Class 10 contains 61198 members 
Mstep: Class 11 contains 6255 members 
Mstep: Class 12 contains 13616 members 
Mstep: Class 13 contains 5801 members 
Mstep: Class 14 contains 22101 members 
Mstep: Class 15 contains 17028 members 
Mstep: Class 16 contains 13627 members 
Mstep: Class 17 contains 37754 members 
Mstep: Class 18 contains 2925 members 
Mstep: Class 19 contains 5637 members 
Mstep: Class 20 contains 11827 members 
Mstep: Class 21 contains 9811 members 
Mstep: Class 22 contains 10020 members 
Mstep: Class 23 contains 28631 members 
Mstep: Class 24 contains 526437 members 
Mstep: Class 25 contains 60462 members 
Mstep: Class 26 contains 6809 members 
Mstep: Class 27 contains 3468 members 
Mstep: Class 28 contains 69947 members 
Mstep: Class 29 contains 6136 members 
Mstep: Class 30 contains 16902 members 
Mstep: Class 31 contains 3337 members 
Mstep: Class 32 contains 23723 members 
Mstep: Class 33 contains 2760 members 
Mstep: Class 34 contains 47914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111986080.000000 Penalty: 119701.210938
Iteration 470Q: 35 clusters Score -1.119861e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74784 members 
Mstep: Class 2 contains 24279 members 
Mstep: Class 3 contains 3398 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 96104 members 
Mstep: Class 6 contains 153967 members 
Mstep: Class 7 contains 8591 members 
Mstep: Class 8 contains 8379 members 
Mstep: Class 9 contains 75892 members 
Mstep: Class 10 contains 61184 members 
Mstep: Class 11 contains 6252 members 
Mstep: Class 12 contains 13616 members 
Mstep: Class 13 contains 5801 members 
Mstep: Class 14 contains 22107 members 
Mstep: Class 15 contains 17028 members 
Mstep: Class 16 contains 13626 members 
Mstep: Class 17 contains 37758 members 
Mstep: Class 18 contains 2925 members 
Mstep: Class 19 contains 5636 members 
Mstep: Class 20 contains 11827 members 
Mstep: Class 21 contains 9811 members 
Mstep: Class 22 contains 10020 members 
Mstep: Class 23 contains 28628 members 
Mstep: Class 24 contains 526432 members 
Mstep: Class 25 contains 60458 members 
Mstep: Class 26 contains 6809 members 
Mstep: Class 27 contains 3468 members 
Mstep: Class 28 contains 69948 members 
Mstep: Class 29 contains 6136 members 
Mstep: Class 30 contains 16902 members 
Mstep: Class 31 contains 3337 members 
Mstep: Class 32 contains 23724 members 
Mstep: Class 33 contains 2760 members 
Mstep: Class 34 contains 47933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111985984.000000 Penalty: 119701.210938
Iteration 471Q: 35 clusters Score -1.11986e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74782 members 
Mstep: Class 2 contains 24279 members 
Mstep: Class 3 contains 3398 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 96110 members 
Mstep: Class 6 contains 153966 members 
Mstep: Class 7 contains 8591 members 
Mstep: Class 8 contains 8379 members 
Mstep: Class 9 contains 75892 members 
Mstep: Class 10 contains 61171 members 
Mstep: Class 11 contains 6250 members 
Mstep: Class 12 contains 13616 members 
Mstep: Class 13 contains 5801 members 
Mstep: Class 14 contains 22108 members 
Mstep: Class 15 contains 17028 members 
Mstep: Class 16 contains 13620 members 
Mstep: Class 17 contains 37764 members 
Mstep: Class 18 contains 2925 members 
Mstep: Class 19 contains 5636 members 
Mstep: Class 20 contains 11827 members 
Mstep: Class 21 contains 9811 members 
Mstep: Class 22 contains 10021 members 
Mstep: Class 23 contains 28626 members 
Mstep: Class 24 contains 526430 members 
Mstep: Class 25 contains 60455 members 
Mstep: Class 26 contains 6809 members 
Mstep: Class 27 contains 3468 members 
Mstep: Class 28 contains 69949 members 
Mstep: Class 29 contains 6136 members 
Mstep: Class 30 contains 16902 members 
Mstep: Class 31 contains 3337 members 
Mstep: Class 32 contains 23723 members 
Mstep: Class 33 contains 2760 members 
Mstep: Class 34 contains 47950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111986016.000000 Penalty: 119701.210938
Iteration 472Q: 35 clusters Score -1.11986e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74782 members 
Mstep: Class 2 contains 24279 members 
Mstep: Class 3 contains 3398 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 96116 members 
Mstep: Class 6 contains 153966 members 
Mstep: Class 7 contains 8591 members 
Mstep: Class 8 contains 8379 members 
Mstep: Class 9 contains 75891 members 
Mstep: Class 10 contains 61158 members 
Mstep: Class 11 contains 6249 members 
Mstep: Class 12 contains 13617 members 
Mstep: Class 13 contains 5801 members 
Mstep: Class 14 contains 22109 members 
Mstep: Class 15 contains 17031 members 
Mstep: Class 16 contains 13612 members 
Mstep: Class 17 contains 37766 members 
Mstep: Class 18 contains 2925 members 
Mstep: Class 19 contains 5636 members 
Mstep: Class 20 contains 11827 members 
Mstep: Class 21 contains 9811 members 
Mstep: Class 22 contains 10024 members 
Mstep: Class 23 contains 28625 members 
Mstep: Class 24 contains 526431 members 
Mstep: Class 25 contains 60452 members 
Mstep: Class 26 contains 6810 members 
Mstep: Class 27 contains 3468 members 
Mstep: Class 28 contains 69950 members 
Mstep: Class 29 contains 6136 members 
Mstep: Class 30 contains 16902 members 
Mstep: Class 31 contains 3337 members 
Mstep: Class 32 contains 23723 members 
Mstep: Class 33 contains 2760 members 
Mstep: Class 34 contains 47958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111985976.000000 Penalty: 119701.210938
Iteration 473Q: 35 clusters Score -1.11986e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74782 members 
Mstep: Class 2 contains 24279 members 
Mstep: Class 3 contains 3398 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 96127 members 
Mstep: Class 6 contains 153967 members 
Mstep: Class 7 contains 8591 members 
Mstep: Class 8 contains 8379 members 
Mstep: Class 9 contains 75891 members 
Mstep: Class 10 contains 61137 members 
Mstep: Class 11 contains 6248 members 
Mstep: Class 12 contains 13617 members 
Mstep: Class 13 contains 5801 members 
Mstep: Class 14 contains 22113 members 
Mstep: Class 15 contains 17030 members 
Mstep: Class 16 contains 13606 members 
Mstep: Class 17 contains 37766 members 
Mstep: Class 18 contains 2925 members 
Mstep: Class 19 contains 5636 members 
Mstep: Class 20 contains 11827 members 
Mstep: Class 21 contains 9812 members 
Mstep: Class 22 contains 10026 members 
Mstep: Class 23 contains 28626 members 
Mstep: Class 24 contains 526426 members 
Mstep: Class 25 contains 60453 members 
Mstep: Class 26 contains 6809 members 
Mstep: Class 27 contains 3468 members 
Mstep: Class 28 contains 69951 members 
Mstep: Class 29 contains 6136 members 
Mstep: Class 30 contains 16902 members 
Mstep: Class 31 contains 3336 members 
Mstep: Class 32 contains 23725 members 
Mstep: Class 33 contains 2760 members 
Mstep: Class 34 contains 47970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111985896.000000 Penalty: 119701.210938
Iteration 474Q: 35 clusters Score -1.119859e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74782 members 
Mstep: Class 2 contains 24279 members 
Mstep: Class 3 contains 3398 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 96130 members 
Mstep: Class 6 contains 153968 members 
Mstep: Class 7 contains 8591 members 
Mstep: Class 8 contains 8379 members 
Mstep: Class 9 contains 75891 members 
Mstep: Class 10 contains 61121 members 
Mstep: Class 11 contains 6248 members 
Mstep: Class 12 contains 13618 members 
Mstep: Class 13 contains 5800 members 
Mstep: Class 14 contains 22114 members 
Mstep: Class 15 contains 17029 members 
Mstep: Class 16 contains 13601 members 
Mstep: Class 17 contains 37767 members 
Mstep: Class 18 contains 2925 members 
Mstep: Class 19 contains 5636 members 
Mstep: Class 20 contains 11827 members 
Mstep: Class 21 contains 9814 members 
Mstep: Class 22 contains 10027 members 
Mstep: Class 23 contains 28627 members 
Mstep: Class 24 contains 526421 members 
Mstep: Class 25 contains 60454 members 
Mstep: Class 26 contains 6809 members 
Mstep: Class 27 contains 3468 members 
Mstep: Class 28 contains 69951 members 
Mstep: Class 29 contains 6136 members 
Mstep: Class 30 contains 16902 members 
Mstep: Class 31 contains 3337 members 
Mstep: Class 32 contains 23726 members 
Mstep: Class 33 contains 2760 members 
Mstep: Class 34 contains 47984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111985920.000000 Penalty: 119701.210938
Iteration 475Q: 35 clusters Score -1.119859e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74782 members 
Mstep: Class 2 contains 24280 members 
Mstep: Class 3 contains 3398 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 96144 members 
Mstep: Class 6 contains 153965 members 
Mstep: Class 7 contains 8591 members 
Mstep: Class 8 contains 8379 members 
Mstep: Class 9 contains 75891 members 
Mstep: Class 10 contains 61104 members 
Mstep: Class 11 contains 6249 members 
Mstep: Class 12 contains 13618 members 
Mstep: Class 13 contains 5799 members 
Mstep: Class 14 contains 22115 members 
Mstep: Class 15 contains 17029 members 
Mstep: Class 16 contains 13597 members 
Mstep: Class 17 contains 37767 members 
Mstep: Class 18 contains 2925 members 
Mstep: Class 19 contains 5636 members 
Mstep: Class 20 contains 11827 members 
Mstep: Class 21 contains 9813 members 
Mstep: Class 22 contains 10027 members 
Mstep: Class 23 contains 28627 members 
Mstep: Class 24 contains 526415 members 
Mstep: Class 25 contains 60454 members 
Mstep: Class 26 contains 6809 members 
Mstep: Class 27 contains 3468 members 
Mstep: Class 28 contains 69951 members 
Mstep: Class 29 contains 6136 members 
Mstep: Class 30 contains 16902 members 
Mstep: Class 31 contains 3337 members 
Mstep: Class 32 contains 23726 members 
Mstep: Class 33 contains 2760 members 
Mstep: Class 34 contains 47999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111985984.000000 Penalty: 119701.210938
Iteration 476Q: 35 clusters Score -1.11986e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74782 members 
Mstep: Class 2 contains 24281 members 
Mstep: Class 3 contains 3398 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 96152 members 
Mstep: Class 6 contains 153966 members 
Mstep: Class 7 contains 8591 members 
Mstep: Class 8 contains 8379 members 
Mstep: Class 9 contains 75891 members 
Mstep: Class 10 contains 61088 members 
Mstep: Class 11 contains 6248 members 
Mstep: Class 12 contains 13618 members 
Mstep: Class 13 contains 5797 members 
Mstep: Class 14 contains 22119 members 
Mstep: Class 15 contains 17029 members 
Mstep: Class 16 contains 13595 members 
Mstep: Class 17 contains 37766 members 
Mstep: Class 18 contains 2925 members 
Mstep: Class 19 contains 5636 members 
Mstep: Class 20 contains 11827 members 
Mstep: Class 21 contains 9813 members 
Mstep: Class 22 contains 10027 members 
Mstep: Class 23 contains 28627 members 
Mstep: Class 24 contains 526410 members 
Mstep: Class 25 contains 60455 members 
Mstep: Class 26 contains 6809 members 
Mstep: Class 27 contains 3468 members 
Mstep: Class 28 contains 69951 members 
Mstep: Class 29 contains 6136 members 
Mstep: Class 30 contains 16902 members 
Mstep: Class 31 contains 3337 members 
Mstep: Class 32 contains 23725 members 
Mstep: Class 33 contains 2760 members 
Mstep: Class 34 contains 48012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111985888.000000 Penalty: 119701.210938
Iteration 477Q: 35 clusters Score -1.119859e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74782 members 
Mstep: Class 2 contains 24280 members 
Mstep: Class 3 contains 3398 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 96160 members 
Mstep: Class 6 contains 153964 members 
Mstep: Class 7 contains 8591 members 
Mstep: Class 8 contains 8379 members 
Mstep: Class 9 contains 75891 members 
Mstep: Class 10 contains 61069 members 
Mstep: Class 11 contains 6248 members 
Mstep: Class 12 contains 13619 members 
Mstep: Class 13 contains 5799 members 
Mstep: Class 14 contains 22122 members 
Mstep: Class 15 contains 17030 members 
Mstep: Class 16 contains 13595 members 
Mstep: Class 17 contains 37764 members 
Mstep: Class 18 contains 2925 members 
Mstep: Class 19 contains 5636 members 
Mstep: Class 20 contains 11827 members 
Mstep: Class 21 contains 9813 members 
Mstep: Class 22 contains 10027 members 
Mstep: Class 23 contains 28625 members 
Mstep: Class 24 contains 526410 members 
Mstep: Class 25 contains 60455 members 
Mstep: Class 26 contains 6809 members 
Mstep: Class 27 contains 3468 members 
Mstep: Class 28 contains 69952 members 
Mstep: Class 29 contains 6136 members 
Mstep: Class 30 contains 16902 members 
Mstep: Class 31 contains 3337 members 
Mstep: Class 32 contains 23725 members 
Mstep: Class 33 contains 2760 members 
Mstep: Class 34 contains 48022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111985944.000000 Penalty: 119701.210938
Iteration 478Q: 35 clusters Score -1.119859e+08 nChanged 50
Entering ConstructFrom: 
Score: -111985944.000000 Penalty: 119701.210938
Entering ConstructFrom: 
Trying to split cluster 1 (74784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74784 members 
Entering Unmasked Estep 
Score: -6033330.000000 Penalty: 2783.145264
	Iteration 0F: 2 clusters Score -6033330 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37522 members 
Mstep: Class 2 contains 37262 members 
Entering Unmasked Estep 
Score: -5983084.500000 Penalty: 5566.290527
	Iteration 0F: 3 clusters Score -5983084 nChanged 35121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39119 members 
Mstep: Class 2 contains 35665 members 
Entering Unmasked Estep 
Score: -6003018.500000 Penalty: 5566.290527
	Iteration 1F: 3 clusters Score -6003018 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39928 members 
Mstep: Class 2 contains 34856 members 
Entering Unmasked Estep 
Score: -6003806.500000 Penalty: 5566.290527
	Iteration 2Q: 3 clusters Score -6003806 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40942 members 
Mstep: Class 2 contains 33842 members 
Entering Unmasked Estep 
Score: -6004691.000000 Penalty: 5566.290527
	Iteration 3Q: 3 clusters Score -6004691 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42314 members 
Mstep: Class 2 contains 32470 members 
Entering Unmasked Estep 
Score: -6005953.500000 Penalty: 5566.290527
	Iteration 4Q: 3 clusters Score -6005954 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44036 members 
Mstep: Class 2 contains 30748 members 
Entering Unmasked Estep 
Score: -6007835.000000 Penalty: 5566.290527
	Iteration 5Q: 3 clusters Score -6007835 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46203 members 
Mstep: Class 2 contains 28581 members 
Entering Unmasked Estep 
Score: -6010256.000000 Penalty: 5566.290527
	Iteration 6F: 3 clusters Score -6010256 nChanged 4287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48658 members 
Mstep: Class 2 contains 26126 members 
Entering Unmasked Estep 
Score: -6013260.500000 Penalty: 5566.290527
	Iteration 7F: 3 clusters Score -6013260 nChanged 4533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51447 members 
Mstep: Class 2 contains 23337 members 
Entering Unmasked Estep 
Score: -6016467.000000 Penalty: 5566.290527
	Iteration 8F: 3 clusters Score -6016467 nChanged 4231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54442 members 
Mstep: Class 2 contains 20342 members 
Entering Unmasked Estep 
Score: -6019494.500000 Penalty: 5566.290527
	Iteration 9F: 3 clusters Score -6019494 nChanged 3849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57577 members 
Mstep: Class 2 contains 17207 members 
Entering Unmasked Estep 
Score: -6022100.000000 Penalty: 5566.290527
	Iteration 10F: 3 clusters Score -6022100 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60570 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -6024242.000000 Penalty: 5566.290527
	Iteration 11Q: 3 clusters Score -6024242 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63272 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -6025920.500000 Penalty: 5566.290527
	Iteration 12Q: 3 clusters Score -6025920 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65616 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -6027174.500000 Penalty: 5566.290527
	Iteration 13Q: 3 clusters Score -6027174 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67525 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -6028148.500000 Penalty: 5566.290527
	Iteration 14Q: 3 clusters Score -6028148 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69006 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -6028945.500000 Penalty: 5566.290527
	Iteration 15Q: 3 clusters Score -6028946 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70164 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -6029519.000000 Penalty: 5566.290527
	Iteration 16Q: 3 clusters Score -6029519 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70996 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -6029917.000000 Penalty: 5566.290527
	Iteration 17Q: 3 clusters Score -6029917 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71611 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -6030162.500000 Penalty: 5566.290527
	Iteration 18Q: 3 clusters Score -6030162 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72068 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -6030377.000000 Penalty: 5566.290527
	Iteration 19Q: 3 clusters Score -6030377 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72437 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -6030550.500000 Penalty: 5566.290527
	Iteration 20F: 3 clusters Score -6030550 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72738 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -6030701.500000 Penalty: 5566.290527
	Iteration 21Q: 3 clusters Score -6030702 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72930 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -6030765.000000 Penalty: 5566.290527
	Iteration 22Q: 3 clusters Score -6030765 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73052 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -6030817.500000 Penalty: 5566.290527
	Iteration 23Q: 3 clusters Score -6030818 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73157 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -6030856.500000 Penalty: 5566.290527
	Iteration 24Q: 3 clusters Score -6030856 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73232 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -6030894.500000 Penalty: 5566.290527
	Iteration 25Q: 3 clusters Score -6030894 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73323 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -6030955.000000 Penalty: 5566.290527
	Iteration 26Q: 3 clusters Score -6030955 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73401 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -6030997.000000 Penalty: 5566.290527
	Iteration 27Q: 3 clusters Score -6030997 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73455 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -6031029.500000 Penalty: 5566.290527
	Iteration 28Q: 3 clusters Score -6031030 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73501 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -6031065.500000 Penalty: 5566.290527
	Iteration 29Q: 3 clusters Score -6031066 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73534 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -6031076.500000 Penalty: 5566.290527
	Iteration 30Q: 3 clusters Score -6031076 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73555 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -6031084.500000 Penalty: 5566.290527
	Iteration 31Q: 3 clusters Score -6031084 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73573 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -6031105.500000 Penalty: 5566.290527
	Iteration 32Q: 3 clusters Score -6031106 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73585 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -6031114.500000 Penalty: 5566.290527
	Iteration 33Q: 3 clusters Score -6031114 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73608 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -6031123.500000 Penalty: 5566.290527
	Iteration 34Q: 3 clusters Score -6031124 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73630 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -6031135.000000 Penalty: 5566.290527
	Iteration 35Q: 3 clusters Score -6031135 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73643 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -6031147.000000 Penalty: 5566.290527
	Iteration 36Q: 3 clusters Score -6031147 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73647 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -6031151.000000 Penalty: 5566.290527
	Iteration 37Q: 3 clusters Score -6031151 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73650 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -6031149.500000 Penalty: 5566.290527
	Iteration 38Q: 3 clusters Score -6031150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73655 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -6031151.000000 Penalty: 5566.290527
	Iteration 39Q: 3 clusters Score -6031151 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73657 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -6031156.000000 Penalty: 5566.290527
	Iteration 40F: 3 clusters Score -6031156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73661 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -6031157.500000 Penalty: 5566.290527
	Iteration 41Q: 3 clusters Score -6031158 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73665 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -6031152.500000 Penalty: 5566.290527
	Iteration 42Q: 3 clusters Score -6031152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73667 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -6031155.500000 Penalty: 5566.290527
	Iteration 43Q: 3 clusters Score -6031156 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73673 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -6031159.500000 Penalty: 5566.290527
	Iteration 44Q: 3 clusters Score -6031160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73673 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -6031157.000000 Penalty: 5566.290527
	Iteration 45Q: 3 clusters Score -6031157 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73676 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -6031163.000000 Penalty: 5566.290527
	Iteration 46Q: 3 clusters Score -6031163 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73683 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -6031172.500000 Penalty: 5566.290527
	Iteration 47Q: 3 clusters Score -6031172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73687 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -6031173.000000 Penalty: 5566.290527
	Iteration 48Q: 3 clusters Score -6031173 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73694 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -6031179.500000 Penalty: 5566.290527
	Iteration 49Q: 3 clusters Score -6031180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73695 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -6031185.000000 Penalty: 5566.290527
	Iteration 50Q: 3 clusters Score -6031185 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73695 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -6031185.000000 Penalty: 5566.290527
	Iteration 51F: 3 clusters Score -6031185 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (24280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24280 members 
Entering Unmasked Estep 
Score: -1912065.500000 Penalty: 2504.157227
	Iteration 0F: 2 clusters Score -1912066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -1895356.125000 Penalty: 5008.314453
	Iteration 0F: 3 clusters Score -1895356 nChanged 10850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -1902005.000000 Penalty: 5008.314453
	Iteration 1F: 3 clusters Score -1902005 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -1902846.875000 Penalty: 5008.314453
	Iteration 2F: 3 clusters Score -1902847 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -1903679.375000 Penalty: 5008.314453
	Iteration 3F: 3 clusters Score -1903679 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -1904575.375000 Penalty: 5008.314453
	Iteration 4F: 3 clusters Score -1904575 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16141 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1905537.250000 Penalty: 5008.314453
	Iteration 5F: 3 clusters Score -1905537 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17486 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1906619.000000 Penalty: 5008.314453
	Iteration 6F: 3 clusters Score -1906619 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18880 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1907828.250000 Penalty: 5008.314453
	Iteration 7F: 3 clusters Score -1907828 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20177 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1909022.250000 Penalty: 5008.314453
	Iteration 8F: 3 clusters Score -1909022 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21179 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1910025.375000 Penalty: 5008.314453
	Iteration 9Q: 3 clusters Score -1910025 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21857 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1910769.750000 Penalty: 5008.314453
	Iteration 10Q: 3 clusters Score -1910770 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22261 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1911238.000000 Penalty: 5008.314453
	Iteration 11Q: 3 clusters Score -1911238 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22489 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1911455.875000 Penalty: 5008.314453
	Iteration 12Q: 3 clusters Score -1911456 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22649 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1911567.750000 Penalty: 5008.314453
	Iteration 13Q: 3 clusters Score -1911568 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22761 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1911627.875000 Penalty: 5008.314453
	Iteration 14Q: 3 clusters Score -1911628 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22835 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1911673.125000 Penalty: 5008.314453
	Iteration 15Q: 3 clusters Score -1911673 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22892 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1911702.250000 Penalty: 5008.314453
	Iteration 16Q: 3 clusters Score -1911702 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22931 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1911717.500000 Penalty: 5008.314453
	Iteration 17Q: 3 clusters Score -1911718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22940 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1911722.250000 Penalty: 5008.314453
	Iteration 18Q: 3 clusters Score -1911722 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22953 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1911726.125000 Penalty: 5008.314453
	Iteration 19Q: 3 clusters Score -1911726 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22961 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1911727.500000 Penalty: 5008.314453
	Iteration 20F: 3 clusters Score -1911728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22967 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1911732.250000 Penalty: 5008.314453
	Iteration 21Q: 3 clusters Score -1911732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22974 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1911733.375000 Penalty: 5008.314453
	Iteration 22Q: 3 clusters Score -1911733 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22979 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1911734.375000 Penalty: 5008.314453
	Iteration 23Q: 3 clusters Score -1911734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22983 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1911738.125000 Penalty: 5008.314453
	Iteration 24Q: 3 clusters Score -1911738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22985 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1911738.000000 Penalty: 5008.314453
	Iteration 25Q: 3 clusters Score -1911738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22987 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1911742.000000 Penalty: 5008.314453
	Iteration 26Q: 3 clusters Score -1911742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22990 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1911743.000000 Penalty: 5008.314453
	Iteration 27Q: 3 clusters Score -1911743 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22991 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1911743.000000 Penalty: 5008.314453
	Iteration 28Q: 3 clusters Score -1911743 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22991 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1911743.000000 Penalty: 5008.314453
	Iteration 29F: 3 clusters Score -1911743 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Entering Unmasked Estep 
Score: -220576.156250 Penalty: 2016.473755
	Iteration 0F: 2 clusters Score -220576.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -217119.484375 Penalty: 4032.947510
	Iteration 0F: 3 clusters Score -217119.5 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -217987.765625 Penalty: 4032.947510
	Iteration 1F: 3 clusters Score -217987.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -218346.859375 Penalty: 4032.947510
	Iteration 2F: 3 clusters Score -218346.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -218655.859375 Penalty: 4032.947510
	Iteration 3F: 3 clusters Score -218655.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -218922.250000 Penalty: 4032.947510
	Iteration 4F: 3 clusters Score -218922.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -219131.859375 Penalty: 4032.947510
	Iteration 5F: 3 clusters Score -219131.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -219301.625000 Penalty: 4032.947510
	Iteration 6Q: 3 clusters Score -219301.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -219430.046875 Penalty: 4032.947510
	Iteration 7Q: 3 clusters Score -219430 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -219537.578125 Penalty: 4032.947510
	Iteration 8Q: 3 clusters Score -219537.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -219622.828125 Penalty: 4032.947510
	Iteration 9Q: 3 clusters Score -219622.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -219687.734375 Penalty: 4032.947510
	Iteration 10Q: 3 clusters Score -219687.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -219726.625000 Penalty: 4032.947510
	Iteration 11Q: 3 clusters Score -219726.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -219749.500000 Penalty: 4032.947510
	Iteration 12Q: 3 clusters Score -219749.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -219769.203125 Penalty: 4032.947510
	Iteration 13Q: 3 clusters Score -219769.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -219785.218750 Penalty: 4032.947510
	Iteration 14Q: 3 clusters Score -219785.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -219798.687500 Penalty: 4032.947510
	Iteration 15Q: 3 clusters Score -219798.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -219810.906250 Penalty: 4032.947510
	Iteration 16Q: 3 clusters Score -219810.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -219818.421875 Penalty: 4032.947510
	Iteration 17Q: 3 clusters Score -219818.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -219823.453125 Penalty: 4032.947510
	Iteration 18Q: 3 clusters Score -219823.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -219824.390625 Penalty: 4032.947510
	Iteration 19Q: 3 clusters Score -219824.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -219824.390625 Penalty: 4032.947510
	Iteration 20F: 3 clusters Score -219824.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Entering Unmasked Estep 
Score: -274436.093750 Penalty: 2028.093506
	Iteration 0F: 2 clusters Score -274436.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -270810.125000 Penalty: 4056.187012
	Iteration 0F: 3 clusters Score -270810.1 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -271565.718750 Penalty: 4056.187012
	Iteration 1F: 3 clusters Score -271565.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -271743.312500 Penalty: 4056.187012
	Iteration 2F: 3 clusters Score -271743.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -271881.062500 Penalty: 4056.187012
	Iteration 3F: 3 clusters Score -271881.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -271947.437500 Penalty: 4056.187012
	Iteration 4Q: 3 clusters Score -271947.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -271993.781250 Penalty: 4056.187012
	Iteration 5Q: 3 clusters Score -271993.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -272032.562500 Penalty: 4056.187012
	Iteration 6Q: 3 clusters Score -272032.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -272062.093750 Penalty: 4056.187012
	Iteration 7Q: 3 clusters Score -272062.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -272103.312500 Penalty: 4056.187012
	Iteration 8Q: 3 clusters Score -272103.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -272143.906250 Penalty: 4056.187012
	Iteration 9Q: 3 clusters Score -272143.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -272186.250000 Penalty: 4056.187012
	Iteration 10Q: 3 clusters Score -272186.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -272239.375000 Penalty: 4056.187012
	Iteration 11Q: 3 clusters Score -272239.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -272294.812500 Penalty: 4056.187012
	Iteration 12Q: 3 clusters Score -272294.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -272371.281250 Penalty: 4056.187012
	Iteration 13Q: 3 clusters Score -272371.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -272465.906250 Penalty: 4056.187012
	Iteration 14Q: 3 clusters Score -272465.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -272560.843750 Penalty: 4056.187012
	Iteration 15Q: 3 clusters Score -272560.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -272640.781250 Penalty: 4056.187012
	Iteration 16Q: 3 clusters Score -272640.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -272710.281250 Penalty: 4056.187012
	Iteration 17Q: 3 clusters Score -272710.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -272759.750000 Penalty: 4056.187012
	Iteration 18Q: 3 clusters Score -272759.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -272817.281250 Penalty: 4056.187012
	Iteration 19Q: 3 clusters Score -272817.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -272864.750000 Penalty: 4056.187012
	Iteration 20F: 3 clusters Score -272864.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -272896.843750 Penalty: 4056.187012
	Iteration 21Q: 3 clusters Score -272896.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -272927.843750 Penalty: 4056.187012
	Iteration 22Q: 3 clusters Score -272927.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -272953.875000 Penalty: 4056.187012
	Iteration 23Q: 3 clusters Score -272953.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -272969.593750 Penalty: 4056.187012
	Iteration 24Q: 3 clusters Score -272969.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -272980.437500 Penalty: 4056.187012
	Iteration 25Q: 3 clusters Score -272980.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -272992.875000 Penalty: 4056.187012
	Iteration 26Q: 3 clusters Score -272992.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -273006.812500 Penalty: 4056.187012
	Iteration 27Q: 3 clusters Score -273006.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -273018.500000 Penalty: 4056.187012
	Iteration 28Q: 3 clusters Score -273018.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -273030.375000 Penalty: 4056.187012
	Iteration 29Q: 3 clusters Score -273030.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -273041.281250 Penalty: 4056.187012
	Iteration 30Q: 3 clusters Score -273041.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -273050.218750 Penalty: 4056.187012
	Iteration 31Q: 3 clusters Score -273050.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -273060.625000 Penalty: 4056.187012
	Iteration 32Q: 3 clusters Score -273060.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -273066.531250 Penalty: 4056.187012
	Iteration 33Q: 3 clusters Score -273066.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -273068.968750 Penalty: 4056.187012
	Iteration 34Q: 3 clusters Score -273069 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -273070.437500 Penalty: 4056.187012
	Iteration 35Q: 3 clusters Score -273070.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -273071.687500 Penalty: 4056.187012
	Iteration 36Q: 3 clusters Score -273071.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -273073.125000 Penalty: 4056.187012
	Iteration 37Q: 3 clusters Score -273073.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -273076.062500 Penalty: 4056.187012
	Iteration 38Q: 3 clusters Score -273076.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -273077.468750 Penalty: 4056.187012
	Iteration 39Q: 3 clusters Score -273077.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -273078.468750 Penalty: 4056.187012
	Iteration 40F: 3 clusters Score -273078.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -273079.125000 Penalty: 4056.187012
	Iteration 41Q: 3 clusters Score -273079.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -273081.343750 Penalty: 4056.187012
	Iteration 42Q: 3 clusters Score -273081.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -273084.812500 Penalty: 4056.187012
	Iteration 43Q: 3 clusters Score -273084.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -273086.406250 Penalty: 4056.187012
	Iteration 44Q: 3 clusters Score -273086.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -273087.312500 Penalty: 4056.187012
	Iteration 45Q: 3 clusters Score -273087.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -273087.312500 Penalty: 4056.187012
	Iteration 46F: 3 clusters Score -273087.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (96172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96172 members 
Entering Unmasked Estep 
Score: -7719012.500000 Penalty: 2845.525391
	Iteration 0F: 2 clusters Score -7719012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47892 members 
Mstep: Class 2 contains 48280 members 
Entering Unmasked Estep 
Score: -7654761.000000 Penalty: 5691.050781
	Iteration 0F: 3 clusters Score -7654761 nChanged 45379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46059 members 
Mstep: Class 2 contains 50113 members 
Entering Unmasked Estep 
Score: -7680500.500000 Penalty: 5691.050781
	Iteration 1F: 3 clusters Score -7680500 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45017 members 
Mstep: Class 2 contains 51155 members 
Entering Unmasked Estep 
Score: -7681265.000000 Penalty: 5691.050781
	Iteration 2Q: 3 clusters Score -7681265 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43517 members 
Mstep: Class 2 contains 52655 members 
Entering Unmasked Estep 
Score: -7682114.500000 Penalty: 5691.050781
	Iteration 3Q: 3 clusters Score -7682114 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41344 members 
Mstep: Class 2 contains 54828 members 
Entering Unmasked Estep 
Score: -7683216.500000 Penalty: 5691.050781
	Iteration 4Q: 3 clusters Score -7683216 nChanged 3970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38084 members 
Mstep: Class 2 contains 58088 members 
Entering Unmasked Estep 
Score: -7684870.500000 Penalty: 5691.050781
	Iteration 5Q: 3 clusters Score -7684870 nChanged 4886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33584 members 
Mstep: Class 2 contains 62588 members 
Entering Unmasked Estep 
Score: -7687683.000000 Penalty: 5691.050781
	Iteration 6F: 3 clusters Score -7687683 nChanged 6195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27549 members 
Mstep: Class 2 contains 68623 members 
Entering Unmasked Estep 
Score: -7692042.000000 Penalty: 5691.050781
	Iteration 7F: 3 clusters Score -7692042 nChanged 7346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20237 members 
Mstep: Class 2 contains 75935 members 
Entering Unmasked Estep 
Score: -7698316.000000 Penalty: 5691.050781
	Iteration 8F: 3 clusters Score -7698316 nChanged 7323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 83250 members 
Entering Unmasked Estep 
Score: -7705124.500000 Penalty: 5691.050781
	Iteration 9F: 3 clusters Score -7705124 nChanged 5561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 88801 members 
Entering Unmasked Estep 
Score: -7710427.000000 Penalty: 5691.050781
	Iteration 10F: 3 clusters Score -7710427 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 92114 members 
Entering Unmasked Estep 
Score: -7713565.000000 Penalty: 5691.050781
	Iteration 11Q: 3 clusters Score -7713565 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 93803 members 
Entering Unmasked Estep 
Score: -7715057.500000 Penalty: 5691.050781
	Iteration 12Q: 3 clusters Score -7715058 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 94597 members 
Entering Unmasked Estep 
Score: -7715787.500000 Penalty: 5691.050781
	Iteration 13Q: 3 clusters Score -7715788 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 94980 members 
Entering Unmasked Estep 
Score: -7716122.000000 Penalty: 5691.050781
	Iteration 14Q: 3 clusters Score -7716122 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 95180 members 
Entering Unmasked Estep 
Score: -7716295.500000 Penalty: 5691.050781
	Iteration 15Q: 3 clusters Score -7716296 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 95301 members 
Entering Unmasked Estep 
Score: -7716401.000000 Penalty: 5691.050781
	Iteration 16Q: 3 clusters Score -7716401 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 95368 members 
Entering Unmasked Estep 
Score: -7716468.500000 Penalty: 5691.050781
	Iteration 17Q: 3 clusters Score -7716468 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 95414 members 
Entering Unmasked Estep 
Score: -7716503.000000 Penalty: 5691.050781
	Iteration 18Q: 3 clusters Score -7716503 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 95457 members 
Entering Unmasked Estep 
Score: -7716566.000000 Penalty: 5691.050781
	Iteration 19Q: 3 clusters Score -7716566 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 95488 members 
Entering Unmasked Estep 
Score: -7716583.000000 Penalty: 5691.050781
	Iteration 20F: 3 clusters Score -7716583 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 95518 members 
Entering Unmasked Estep 
Score: -7716612.500000 Penalty: 5691.050781
	Iteration 21Q: 3 clusters Score -7716612 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 95538 members 
Entering Unmasked Estep 
Score: -7716632.500000 Penalty: 5691.050781
	Iteration 22Q: 3 clusters Score -7716632 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 95554 members 
Entering Unmasked Estep 
Score: -7716651.500000 Penalty: 5691.050781
	Iteration 23Q: 3 clusters Score -7716652 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 95567 members 
Entering Unmasked Estep 
Score: -7716663.000000 Penalty: 5691.050781
	Iteration 24Q: 3 clusters Score -7716663 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 95579 members 
Entering Unmasked Estep 
Score: -7716678.000000 Penalty: 5691.050781
	Iteration 25Q: 3 clusters Score -7716678 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 95590 members 
Entering Unmasked Estep 
Score: -7716700.000000 Penalty: 5691.050781
	Iteration 26Q: 3 clusters Score -7716700 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 95595 members 
Entering Unmasked Estep 
Score: -7716709.000000 Penalty: 5691.050781
	Iteration 27Q: 3 clusters Score -7716709 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 95600 members 
Entering Unmasked Estep 
Score: -7716714.500000 Penalty: 5691.050781
	Iteration 28Q: 3 clusters Score -7716714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 95606 members 
Entering Unmasked Estep 
Score: -7716712.500000 Penalty: 5691.050781
	Iteration 29Q: 3 clusters Score -7716712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 95611 members 
Entering Unmasked Estep 
Score: -7716725.000000 Penalty: 5691.050781
	Iteration 30Q: 3 clusters Score -7716725 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 95616 members 
Entering Unmasked Estep 
Score: -7716725.500000 Penalty: 5691.050781
	Iteration 31Q: 3 clusters Score -7716726 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 95624 members 
Entering Unmasked Estep 
Score: -7716730.000000 Penalty: 5691.050781
	Iteration 32Q: 3 clusters Score -7716730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 95629 members 
Entering Unmasked Estep 
Score: -7716735.000000 Penalty: 5691.050781
	Iteration 33Q: 3 clusters Score -7716735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 95632 members 
Entering Unmasked Estep 
Score: -7716742.000000 Penalty: 5691.050781
	Iteration 34Q: 3 clusters Score -7716742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 95636 members 
Entering Unmasked Estep 
Score: -7716739.000000 Penalty: 5691.050781
	Iteration 35Q: 3 clusters Score -7716739 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 95640 members 
Entering Unmasked Estep 
Score: -7716738.500000 Penalty: 5691.050781
	Iteration 36Q: 3 clusters Score -7716738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 95642 members 
Entering Unmasked Estep 
Score: -7716741.000000 Penalty: 5691.050781
	Iteration 37Q: 3 clusters Score -7716741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 95643 members 
Entering Unmasked Estep 
Score: -7716740.000000 Penalty: 5691.050781
	Iteration 38Q: 3 clusters Score -7716740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 95645 members 
Entering Unmasked Estep 
Score: -7716744.500000 Penalty: 5691.050781
	Iteration 39Q: 3 clusters Score -7716744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 95646 members 
Entering Unmasked Estep 
Score: -7716748.000000 Penalty: 5691.050781
	Iteration 40F: 3 clusters Score -7716748 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (153963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153963 members 
Entering Unmasked Estep 
Score: -12329318.000000 Penalty: 2962.228027
	Iteration 0F: 2 clusters Score -1.232932e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76841 members 
Mstep: Class 2 contains 77122 members 
Entering Unmasked Estep 
Score: -12226081.000000 Penalty: 5924.456055
	Iteration 0F: 3 clusters Score -1.222608e+07 nChanged 73462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76189 members 
Mstep: Class 2 contains 77774 members 
Entering Unmasked Estep 
Score: -12268816.000000 Penalty: 5924.456055
	Iteration 1F: 3 clusters Score -1.226882e+07 nChanged 4493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75918 members 
Mstep: Class 2 contains 78045 members 
Entering Unmasked Estep 
Score: -12269851.000000 Penalty: 5924.456055
	Iteration 2Q: 3 clusters Score -1.226985e+07 nChanged 4689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75605 members 
Mstep: Class 2 contains 78358 members 
Entering Unmasked Estep 
Score: -12271099.000000 Penalty: 5924.456055
	Iteration 3Q: 3 clusters Score -1.22711e+07 nChanged 5015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75446 members 
Mstep: Class 2 contains 78517 members 
Entering Unmasked Estep 
Score: -12272595.000000 Penalty: 5924.456055
	Iteration 4Q: 3 clusters Score -1.22726e+07 nChanged 5363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75509 members 
Mstep: Class 2 contains 78454 members 
Entering Unmasked Estep 
Score: -12274342.000000 Penalty: 5924.456055
	Iteration 5Q: 3 clusters Score -1.227434e+07 nChanged 5877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75924 members 
Mstep: Class 2 contains 78039 members 
Entering Unmasked Estep 
Score: -12276239.000000 Penalty: 5924.456055
	Iteration 6Q: 3 clusters Score -1.227624e+07 nChanged 6604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76984 members 
Mstep: Class 2 contains 76979 members 
Entering Unmasked Estep 
Score: -12278818.000000 Penalty: 5924.456055
	Iteration 7Q: 3 clusters Score -1.227882e+07 nChanged 7535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78523 members 
Mstep: Class 2 contains 75440 members 
Entering Unmasked Estep 
Score: -12282203.000000 Penalty: 5924.456055
	Iteration 8Q: 3 clusters Score -1.22822e+07 nChanged 8354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80421 members 
Mstep: Class 2 contains 73542 members 
Entering Unmasked Estep 
Score: -12286386.000000 Penalty: 5924.456055
	Iteration 9F: 3 clusters Score -1.228639e+07 nChanged 8663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82476 members 
Mstep: Class 2 contains 71487 members 
Entering Unmasked Estep 
Score: -12290629.000000 Penalty: 5924.456055
	Iteration 10F: 3 clusters Score -1.229063e+07 nChanged 8170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84450 members 
Mstep: Class 2 contains 69513 members 
Entering Unmasked Estep 
Score: -12294379.000000 Penalty: 5924.456055
	Iteration 11F: 3 clusters Score -1.229438e+07 nChanged 7050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86102 members 
Mstep: Class 2 contains 67861 members 
Entering Unmasked Estep 
Score: -12297103.000000 Penalty: 5924.456055
	Iteration 12Q: 3 clusters Score -1.22971e+07 nChanged 5804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87786 members 
Mstep: Class 2 contains 66177 members 
Entering Unmasked Estep 
Score: -12298927.000000 Penalty: 5924.456055
	Iteration 13Q: 3 clusters Score -1.229893e+07 nChanged 4534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89372 members 
Mstep: Class 2 contains 64591 members 
Entering Unmasked Estep 
Score: -12300016.000000 Penalty: 5924.456055
	Iteration 14Q: 3 clusters Score -1.230002e+07 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91038 members 
Mstep: Class 2 contains 62925 members 
Entering Unmasked Estep 
Score: -12300795.000000 Penalty: 5924.456055
	Iteration 15Q: 3 clusters Score -1.23008e+07 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92940 members 
Mstep: Class 2 contains 61023 members 
Entering Unmasked Estep 
Score: -12301373.000000 Penalty: 5924.456055
	Iteration 16Q: 3 clusters Score -1.230137e+07 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95026 members 
Mstep: Class 2 contains 58937 members 
Entering Unmasked Estep 
Score: -12301891.000000 Penalty: 5924.456055
	Iteration 17Q: 3 clusters Score -1.230189e+07 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97376 members 
Mstep: Class 2 contains 56587 members 
Entering Unmasked Estep 
Score: -12302472.000000 Penalty: 5924.456055
	Iteration 18Q: 3 clusters Score -1.230247e+07 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100084 members 
Mstep: Class 2 contains 53879 members 
Entering Unmasked Estep 
Score: -12303124.000000 Penalty: 5924.456055
	Iteration 19Q: 3 clusters Score -1.230312e+07 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103175 members 
Mstep: Class 2 contains 50788 members 
Entering Unmasked Estep 
Score: -12303720.000000 Penalty: 5924.456055
	Iteration 20F: 3 clusters Score -1.230372e+07 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106695 members 
Mstep: Class 2 contains 47268 members 
Entering Unmasked Estep 
Score: -12304527.000000 Penalty: 5924.456055
	Iteration 21Q: 3 clusters Score -1.230453e+07 nChanged 3942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110637 members 
Mstep: Class 2 contains 43326 members 
Entering Unmasked Estep 
Score: -12305652.000000 Penalty: 5924.456055
	Iteration 22Q: 3 clusters Score -1.230565e+07 nChanged 4386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115023 members 
Mstep: Class 2 contains 38940 members 
Entering Unmasked Estep 
Score: -12307098.000000 Penalty: 5924.456055
	Iteration 23Q: 3 clusters Score -1.23071e+07 nChanged 4646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119669 members 
Mstep: Class 2 contains 34294 members 
Entering Unmasked Estep 
Score: -12308820.000000 Penalty: 5924.456055
	Iteration 24Q: 3 clusters Score -1.230882e+07 nChanged 4756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124425 members 
Mstep: Class 2 contains 29538 members 
Entering Unmasked Estep 
Score: -12310757.000000 Penalty: 5924.456055
	Iteration 25Q: 3 clusters Score -1.231076e+07 nChanged 4723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129148 members 
Mstep: Class 2 contains 24815 members 
Entering Unmasked Estep 
Score: -12312781.000000 Penalty: 5924.456055
	Iteration 26Q: 3 clusters Score -1.231278e+07 nChanged 4662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133810 members 
Mstep: Class 2 contains 20153 members 
Entering Unmasked Estep 
Score: -12315196.000000 Penalty: 5924.456055
	Iteration 27Q: 3 clusters Score -1.23152e+07 nChanged 4383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138193 members 
Mstep: Class 2 contains 15770 members 
Entering Unmasked Estep 
Score: -12317627.000000 Penalty: 5924.456055
	Iteration 28Q: 3 clusters Score -1.231763e+07 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142020 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -12319747.000000 Penalty: 5924.456055
	Iteration 29Q: 3 clusters Score -1.231975e+07 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145228 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -12321606.000000 Penalty: 5924.456055
	Iteration 30Q: 3 clusters Score -1.232161e+07 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147774 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -12323282.000000 Penalty: 5924.456055
	Iteration 31Q: 3 clusters Score -1.232328e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149679 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -12324553.000000 Penalty: 5924.456055
	Iteration 32Q: 3 clusters Score -1.232455e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150993 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -12325263.000000 Penalty: 5924.456055
	Iteration 33Q: 3 clusters Score -1.232526e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151759 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -12325816.000000 Penalty: 5924.456055
	Iteration 34Q: 3 clusters Score -1.232582e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152220 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -12326151.000000 Penalty: 5924.456055
	Iteration 35Q: 3 clusters Score -1.232615e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152516 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -12326336.000000 Penalty: 5924.456055
	Iteration 36Q: 3 clusters Score -1.232634e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152687 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -12326502.000000 Penalty: 5924.456055
	Iteration 37Q: 3 clusters Score -1.23265e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152790 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -12326575.000000 Penalty: 5924.456055
	Iteration 38Q: 3 clusters Score -1.232658e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152865 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -12326636.000000 Penalty: 5924.456055
	Iteration 39Q: 3 clusters Score -1.232664e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152931 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -12326692.000000 Penalty: 5924.456055
	Iteration 40F: 3 clusters Score -1.232669e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153002 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -12326783.000000 Penalty: 5924.456055
	Iteration 41Q: 3 clusters Score -1.232678e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153043 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -12326813.000000 Penalty: 5924.456055
	Iteration 42Q: 3 clusters Score -1.232681e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153058 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -12326850.000000 Penalty: 5924.456055
	Iteration 43Q: 3 clusters Score -1.232685e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153078 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -12326872.000000 Penalty: 5924.456055
	Iteration 44Q: 3 clusters Score -1.232687e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153105 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -12326879.000000 Penalty: 5924.456055
	Iteration 45Q: 3 clusters Score -1.232688e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153125 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -12326906.000000 Penalty: 5924.456055
	Iteration 46Q: 3 clusters Score -1.232691e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153144 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -12326910.000000 Penalty: 5924.456055
	Iteration 47Q: 3 clusters Score -1.232691e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153157 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -12326905.000000 Penalty: 5924.456055
	Iteration 48Q: 3 clusters Score -1.23269e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153163 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -12326900.000000 Penalty: 5924.456055
	Iteration 49Q: 3 clusters Score -1.23269e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153176 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -12326918.000000 Penalty: 5924.456055
	Iteration 50Q: 3 clusters Score -1.232692e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153181 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -12326919.000000 Penalty: 5924.456055
	Iteration 51Q: 3 clusters Score -1.232692e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153187 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -12326921.000000 Penalty: 5924.456055
	Iteration 52Q: 3 clusters Score -1.232692e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153192 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -12326916.000000 Penalty: 5924.456055
	Iteration 53Q: 3 clusters Score -1.232692e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153194 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -12326925.000000 Penalty: 5924.456055
	Iteration 54Q: 3 clusters Score -1.232692e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153195 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -12326913.000000 Penalty: 5924.456055
	Iteration 55Q: 3 clusters Score -1.232691e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153198 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -12326913.000000 Penalty: 5924.456055
	Iteration 56Q: 3 clusters Score -1.232691e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153201 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -12326914.000000 Penalty: 5924.456055
	Iteration 57Q: 3 clusters Score -1.232691e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153201 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -12326917.000000 Penalty: 5924.456055
	Iteration 58Q: 3 clusters Score -1.232692e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153203 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -12326915.000000 Penalty: 5924.456055
	Iteration 59Q: 3 clusters Score -1.232692e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153204 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -12326917.000000 Penalty: 5924.456055
	Iteration 60F: 3 clusters Score -1.232692e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153205 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -12326923.000000 Penalty: 5924.456055
	Iteration 61Q: 3 clusters Score -1.232692e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153208 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -12326924.000000 Penalty: 5924.456055
	Iteration 62Q: 3 clusters Score -1.232692e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153214 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -12326920.000000 Penalty: 5924.456055
	Iteration 63Q: 3 clusters Score -1.232692e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153218 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -12326921.000000 Penalty: 5924.456055
	Iteration 64Q: 3 clusters Score -1.232692e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153220 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -12326917.000000 Penalty: 5924.456055
	Iteration 65Q: 3 clusters Score -1.232692e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153219 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -12326918.000000 Penalty: 5924.456055
	Iteration 66Q: 3 clusters Score -1.232692e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153219 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -12326918.000000 Penalty: 5924.456055
	Iteration 67F: 3 clusters Score -1.232692e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Entering Unmasked Estep 
Score: -660966.250000 Penalty: 2246.500732
	Iteration 0F: 2 clusters Score -660966.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -654185.125000 Penalty: 4493.001465
	Iteration 0F: 3 clusters Score -654185.1 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -656035.937500 Penalty: 4493.001465
	Iteration 1F: 3 clusters Score -656035.9 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -656347.812500 Penalty: 4493.001465
	Iteration 2F: 3 clusters Score -656347.8 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -656585.562500 Penalty: 4493.001465
	Iteration 3F: 3 clusters Score -656585.6 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -656799.000000 Penalty: 4493.001465
	Iteration 4Q: 3 clusters Score -656799 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -657034.000000 Penalty: 4493.001465
	Iteration 5Q: 3 clusters Score -657034 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -657286.000000 Penalty: 4493.001465
	Iteration 6Q: 3 clusters Score -657286 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -657507.187500 Penalty: 4493.001465
	Iteration 7Q: 3 clusters Score -657507.2 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -657718.312500 Penalty: 4493.001465
	Iteration 8Q: 3 clusters Score -657718.3 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -657964.000000 Penalty: 4493.001465
	Iteration 9Q: 3 clusters Score -657964 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -658204.562500 Penalty: 4493.001465
	Iteration 10Q: 3 clusters Score -658204.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -658416.562500 Penalty: 4493.001465
	Iteration 11Q: 3 clusters Score -658416.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -658568.437500 Penalty: 4493.001465
	Iteration 12Q: 3 clusters Score -658568.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -658708.687500 Penalty: 4493.001465
	Iteration 13Q: 3 clusters Score -658708.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -658824.625000 Penalty: 4493.001465
	Iteration 14Q: 3 clusters Score -658824.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -658907.812500 Penalty: 4493.001465
	Iteration 15Q: 3 clusters Score -658907.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -658981.875000 Penalty: 4493.001465
	Iteration 16Q: 3 clusters Score -658981.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -659040.750000 Penalty: 4493.001465
	Iteration 17Q: 3 clusters Score -659040.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -659076.250000 Penalty: 4493.001465
	Iteration 18Q: 3 clusters Score -659076.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -659105.750000 Penalty: 4493.001465
	Iteration 19Q: 3 clusters Score -659105.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -659126.500000 Penalty: 4493.001465
	Iteration 20F: 3 clusters Score -659126.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -659142.937500 Penalty: 4493.001465
	Iteration 21Q: 3 clusters Score -659142.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -659156.562500 Penalty: 4493.001465
	Iteration 22Q: 3 clusters Score -659156.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -659169.062500 Penalty: 4493.001465
	Iteration 23Q: 3 clusters Score -659169.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -659179.250000 Penalty: 4493.001465
	Iteration 24Q: 3 clusters Score -659179.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -659190.875000 Penalty: 4493.001465
	Iteration 25Q: 3 clusters Score -659190.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -659203.625000 Penalty: 4493.001465
	Iteration 26Q: 3 clusters Score -659203.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -659220.687500 Penalty: 4493.001465
	Iteration 27Q: 3 clusters Score -659220.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -659232.437500 Penalty: 4493.001465
	Iteration 28Q: 3 clusters Score -659232.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -659241.062500 Penalty: 4493.001465
	Iteration 29Q: 3 clusters Score -659241.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -659251.687500 Penalty: 4493.001465
	Iteration 30Q: 3 clusters Score -659251.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -659260.437500 Penalty: 4493.001465
	Iteration 31Q: 3 clusters Score -659260.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -659264.312500 Penalty: 4493.001465
	Iteration 32Q: 3 clusters Score -659264.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -659274.250000 Penalty: 4493.001465
	Iteration 33Q: 3 clusters Score -659274.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -659284.937500 Penalty: 4493.001465
	Iteration 34Q: 3 clusters Score -659284.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -659289.562500 Penalty: 4493.001465
	Iteration 35Q: 3 clusters Score -659289.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -659296.062500 Penalty: 4493.001465
	Iteration 36Q: 3 clusters Score -659296.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -659296.625000 Penalty: 4493.001465
	Iteration 37Q: 3 clusters Score -659296.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -659301.687500 Penalty: 4493.001465
	Iteration 38Q: 3 clusters Score -659301.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -659307.062500 Penalty: 4493.001465
	Iteration 39Q: 3 clusters Score -659307.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -659308.750000 Penalty: 4493.001465
	Iteration 40F: 3 clusters Score -659308.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -659309.625000 Penalty: 4493.001465
	Iteration 41Q: 3 clusters Score -659309.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -659309.375000 Penalty: 4493.001465
	Iteration 42Q: 3 clusters Score -659309.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -659311.062500 Penalty: 4493.001465
	Iteration 43Q: 3 clusters Score -659311.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -659310.687500 Penalty: 4493.001465
	Iteration 44Q: 3 clusters Score -659310.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -659311.937500 Penalty: 4493.001465
	Iteration 45Q: 3 clusters Score -659311.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -659313.937500 Penalty: 4493.001465
	Iteration 46Q: 3 clusters Score -659313.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -659313.812500 Penalty: 4493.001465
	Iteration 47Q: 3 clusters Score -659313.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -659315.000000 Penalty: 4493.001465
	Iteration 48Q: 3 clusters Score -659315 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -659315.000000 Penalty: 4493.001465
	Iteration 49F: 3 clusters Score -659315 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Entering Unmasked Estep 
Score: -640800.812500 Penalty: 2240.303955
	Iteration 0F: 2 clusters Score -640800.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -634169.125000 Penalty: 4480.607910
	Iteration 0F: 3 clusters Score -634169.1 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -636294.250000 Penalty: 4480.607910
	Iteration 1F: 3 clusters Score -636294.2 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -637054.312500 Penalty: 4480.607910
	Iteration 2F: 3 clusters Score -637054.3 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -637928.750000 Penalty: 4480.607910
	Iteration 3F: 3 clusters Score -637928.8 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -638662.125000 Penalty: 4480.607910
	Iteration 4F: 3 clusters Score -638662.1 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -639149.500000 Penalty: 4480.607910
	Iteration 5F: 3 clusters Score -639149.5 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -639445.812500 Penalty: 4480.607910
	Iteration 6Q: 3 clusters Score -639445.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -639635.937500 Penalty: 4480.607910
	Iteration 7Q: 3 clusters Score -639635.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -639774.937500 Penalty: 4480.607910
	Iteration 8Q: 3 clusters Score -639774.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -639872.812500 Penalty: 4480.607910
	Iteration 9Q: 3 clusters Score -639872.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -639961.562500 Penalty: 4480.607910
	Iteration 10Q: 3 clusters Score -639961.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -640036.875000 Penalty: 4480.607910
	Iteration 11Q: 3 clusters Score -640036.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -640099.625000 Penalty: 4480.607910
	Iteration 12Q: 3 clusters Score -640099.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -640153.687500 Penalty: 4480.607910
	Iteration 13Q: 3 clusters Score -640153.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -640203.937500 Penalty: 4480.607910
	Iteration 14Q: 3 clusters Score -640203.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -640235.187500 Penalty: 4480.607910
	Iteration 15Q: 3 clusters Score -640235.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -640261.500000 Penalty: 4480.607910
	Iteration 16Q: 3 clusters Score -640261.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -640279.312500 Penalty: 4480.607910
	Iteration 17Q: 3 clusters Score -640279.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -640297.562500 Penalty: 4480.607910
	Iteration 18Q: 3 clusters Score -640297.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -640307.250000 Penalty: 4480.607910
	Iteration 19Q: 3 clusters Score -640307.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -640313.312500 Penalty: 4480.607910
	Iteration 20F: 3 clusters Score -640313.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -640315.812500 Penalty: 4480.607910
	Iteration 21Q: 3 clusters Score -640315.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -640317.500000 Penalty: 4480.607910
	Iteration 22Q: 3 clusters Score -640317.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -640318.625000 Penalty: 4480.607910
	Iteration 23Q: 3 clusters Score -640318.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -640318.750000 Penalty: 4480.607910
	Iteration 24Q: 3 clusters Score -640318.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -640325.937500 Penalty: 4480.607910
	Iteration 25Q: 3 clusters Score -640325.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -640334.062500 Penalty: 4480.607910
	Iteration 26Q: 3 clusters Score -640334.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -640340.375000 Penalty: 4480.607910
	Iteration 27Q: 3 clusters Score -640340.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -640346.187500 Penalty: 4480.607910
	Iteration 28Q: 3 clusters Score -640346.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -640348.875000 Penalty: 4480.607910
	Iteration 29Q: 3 clusters Score -640348.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -640356.125000 Penalty: 4480.607910
	Iteration 30Q: 3 clusters Score -640356.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -640358.187500 Penalty: 4480.607910
	Iteration 31Q: 3 clusters Score -640358.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -640358.750000 Penalty: 4480.607910
	Iteration 32Q: 3 clusters Score -640358.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -640358.687500 Penalty: 4480.607910
	Iteration 33Q: 3 clusters Score -640358.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -640359.437500 Penalty: 4480.607910
	Iteration 34Q: 3 clusters Score -640359.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -640359.687500 Penalty: 4480.607910
	Iteration 35Q: 3 clusters Score -640359.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -640360.062500 Penalty: 4480.607910
	Iteration 36Q: 3 clusters Score -640360.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -640360.062500 Penalty: 4480.607910
	Iteration 37F: 3 clusters Score -640360.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (75890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75890 members 
Entering Unmasked Estep 
Score: -6163568.500000 Penalty: 2786.786133
	Iteration 0F: 2 clusters Score -6163568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37902 members 
Mstep: Class 2 contains 37988 members 
Entering Unmasked Estep 
Score: -6113056.000000 Penalty: 5573.572266
	Iteration 0F: 3 clusters Score -6113056 nChanged 35412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37196 members 
Mstep: Class 2 contains 38694 members 
Entering Unmasked Estep 
Score: -6133260.000000 Penalty: 5573.572266
	Iteration 1F: 3 clusters Score -6133260 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37060 members 
Mstep: Class 2 contains 38830 members 
Entering Unmasked Estep 
Score: -6134424.500000 Penalty: 5573.572266
	Iteration 2Q: 3 clusters Score -6134424 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37031 members 
Mstep: Class 2 contains 38859 members 
Entering Unmasked Estep 
Score: -6135837.000000 Penalty: 5573.572266
	Iteration 3Q: 3 clusters Score -6135837 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37243 members 
Mstep: Class 2 contains 38647 members 
Entering Unmasked Estep 
Score: -6137583.000000 Penalty: 5573.572266
	Iteration 4Q: 3 clusters Score -6137583 nChanged 4082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37707 members 
Mstep: Class 2 contains 38183 members 
Entering Unmasked Estep 
Score: -6139774.000000 Penalty: 5573.572266
	Iteration 5F: 3 clusters Score -6139774 nChanged 4644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38471 members 
Mstep: Class 2 contains 37419 members 
Entering Unmasked Estep 
Score: -6142716.000000 Penalty: 5573.572266
	Iteration 6F: 3 clusters Score -6142716 nChanged 4981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39414 members 
Mstep: Class 2 contains 36476 members 
Entering Unmasked Estep 
Score: -6145994.000000 Penalty: 5573.572266
	Iteration 7F: 3 clusters Score -6145994 nChanged 4722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40424 members 
Mstep: Class 2 contains 35466 members 
Entering Unmasked Estep 
Score: -6148784.000000 Penalty: 5573.572266
	Iteration 8F: 3 clusters Score -6148784 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41257 members 
Mstep: Class 2 contains 34633 members 
Entering Unmasked Estep 
Score: -6150865.000000 Penalty: 5573.572266
	Iteration 9F: 3 clusters Score -6150865 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41903 members 
Mstep: Class 2 contains 33987 members 
Entering Unmasked Estep 
Score: -6152147.000000 Penalty: 5573.572266
	Iteration 10Q: 3 clusters Score -6152147 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42461 members 
Mstep: Class 2 contains 33429 members 
Entering Unmasked Estep 
Score: -6152976.000000 Penalty: 5573.572266
	Iteration 11Q: 3 clusters Score -6152976 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43070 members 
Mstep: Class 2 contains 32820 members 
Entering Unmasked Estep 
Score: -6153550.500000 Penalty: 5573.572266
	Iteration 12Q: 3 clusters Score -6153550 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43657 members 
Mstep: Class 2 contains 32233 members 
Entering Unmasked Estep 
Score: -6153996.500000 Penalty: 5573.572266
	Iteration 13Q: 3 clusters Score -6153996 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44262 members 
Mstep: Class 2 contains 31628 members 
Entering Unmasked Estep 
Score: -6154340.000000 Penalty: 5573.572266
	Iteration 14Q: 3 clusters Score -6154340 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44857 members 
Mstep: Class 2 contains 31033 members 
Entering Unmasked Estep 
Score: -6154583.500000 Penalty: 5573.572266
	Iteration 15Q: 3 clusters Score -6154584 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45449 members 
Mstep: Class 2 contains 30441 members 
Entering Unmasked Estep 
Score: -6154842.500000 Penalty: 5573.572266
	Iteration 16Q: 3 clusters Score -6154842 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46014 members 
Mstep: Class 2 contains 29876 members 
Entering Unmasked Estep 
Score: -6155010.500000 Penalty: 5573.572266
	Iteration 17Q: 3 clusters Score -6155010 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46558 members 
Mstep: Class 2 contains 29332 members 
Entering Unmasked Estep 
Score: -6155175.000000 Penalty: 5573.572266
	Iteration 18Q: 3 clusters Score -6155175 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47102 members 
Mstep: Class 2 contains 28788 members 
Entering Unmasked Estep 
Score: -6155312.000000 Penalty: 5573.572266
	Iteration 19Q: 3 clusters Score -6155312 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47635 members 
Mstep: Class 2 contains 28255 members 
Entering Unmasked Estep 
Score: -6155452.000000 Penalty: 5573.572266
	Iteration 20F: 3 clusters Score -6155452 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48169 members 
Mstep: Class 2 contains 27721 members 
Entering Unmasked Estep 
Score: -6155567.000000 Penalty: 5573.572266
	Iteration 21Q: 3 clusters Score -6155567 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48745 members 
Mstep: Class 2 contains 27145 members 
Entering Unmasked Estep 
Score: -6155664.500000 Penalty: 5573.572266
	Iteration 22Q: 3 clusters Score -6155664 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49312 members 
Mstep: Class 2 contains 26578 members 
Entering Unmasked Estep 
Score: -6155781.000000 Penalty: 5573.572266
	Iteration 23Q: 3 clusters Score -6155781 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49896 members 
Mstep: Class 2 contains 25994 members 
Entering Unmasked Estep 
Score: -6155875.000000 Penalty: 5573.572266
	Iteration 24Q: 3 clusters Score -6155875 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50502 members 
Mstep: Class 2 contains 25388 members 
Entering Unmasked Estep 
Score: -6155991.500000 Penalty: 5573.572266
	Iteration 25Q: 3 clusters Score -6155992 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51084 members 
Mstep: Class 2 contains 24806 members 
Entering Unmasked Estep 
Score: -6156072.500000 Penalty: 5573.572266
	Iteration 26Q: 3 clusters Score -6156072 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51675 members 
Mstep: Class 2 contains 24215 members 
Entering Unmasked Estep 
Score: -6156201.500000 Penalty: 5573.572266
	Iteration 27Q: 3 clusters Score -6156202 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52273 members 
Mstep: Class 2 contains 23617 members 
Entering Unmasked Estep 
Score: -6156272.000000 Penalty: 5573.572266
	Iteration 28Q: 3 clusters Score -6156272 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52865 members 
Mstep: Class 2 contains 23025 members 
Entering Unmasked Estep 
Score: -6156419.000000 Penalty: 5573.572266
	Iteration 29Q: 3 clusters Score -6156419 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53486 members 
Mstep: Class 2 contains 22404 members 
Entering Unmasked Estep 
Score: -6156548.000000 Penalty: 5573.572266
	Iteration 30Q: 3 clusters Score -6156548 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54102 members 
Mstep: Class 2 contains 21788 members 
Entering Unmasked Estep 
Score: -6156636.000000 Penalty: 5573.572266
	Iteration 31Q: 3 clusters Score -6156636 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54712 members 
Mstep: Class 2 contains 21178 members 
Entering Unmasked Estep 
Score: -6156735.000000 Penalty: 5573.572266
	Iteration 32Q: 3 clusters Score -6156735 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55335 members 
Mstep: Class 2 contains 20555 members 
Entering Unmasked Estep 
Score: -6156882.500000 Penalty: 5573.572266
	Iteration 33Q: 3 clusters Score -6156882 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55970 members 
Mstep: Class 2 contains 19920 members 
Entering Unmasked Estep 
Score: -6156945.500000 Penalty: 5573.572266
	Iteration 34Q: 3 clusters Score -6156946 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56600 members 
Mstep: Class 2 contains 19290 members 
Entering Unmasked Estep 
Score: -6157070.500000 Penalty: 5573.572266
	Iteration 35Q: 3 clusters Score -6157070 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57242 members 
Mstep: Class 2 contains 18648 members 
Entering Unmasked Estep 
Score: -6157171.000000 Penalty: 5573.572266
	Iteration 36Q: 3 clusters Score -6157171 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57918 members 
Mstep: Class 2 contains 17972 members 
Entering Unmasked Estep 
Score: -6157315.000000 Penalty: 5573.572266
	Iteration 37Q: 3 clusters Score -6157315 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58596 members 
Mstep: Class 2 contains 17294 members 
Entering Unmasked Estep 
Score: -6157464.500000 Penalty: 5573.572266
	Iteration 38Q: 3 clusters Score -6157464 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59294 members 
Mstep: Class 2 contains 16596 members 
Entering Unmasked Estep 
Score: -6157589.500000 Penalty: 5573.572266
	Iteration 39Q: 3 clusters Score -6157590 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59994 members 
Mstep: Class 2 contains 15896 members 
Entering Unmasked Estep 
Score: -6157727.000000 Penalty: 5573.572266
	Iteration 40F: 3 clusters Score -6157727 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60746 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -6157900.500000 Penalty: 5573.572266
	Iteration 41Q: 3 clusters Score -6157900 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61475 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -6158097.000000 Penalty: 5573.572266
	Iteration 42Q: 3 clusters Score -6158097 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62209 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -6158278.000000 Penalty: 5573.572266
	Iteration 43Q: 3 clusters Score -6158278 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62962 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -6158521.000000 Penalty: 5573.572266
	Iteration 44Q: 3 clusters Score -6158521 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63704 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -6158720.000000 Penalty: 5573.572266
	Iteration 45Q: 3 clusters Score -6158720 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64429 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -6158949.500000 Penalty: 5573.572266
	Iteration 46Q: 3 clusters Score -6158950 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65134 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -6159158.000000 Penalty: 5573.572266
	Iteration 47Q: 3 clusters Score -6159158 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65817 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -6159334.500000 Penalty: 5573.572266
	Iteration 48Q: 3 clusters Score -6159334 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66502 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -6159552.500000 Penalty: 5573.572266
	Iteration 49Q: 3 clusters Score -6159552 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67179 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -6159793.500000 Penalty: 5573.572266
	Iteration 50Q: 3 clusters Score -6159794 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67800 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -6159971.000000 Penalty: 5573.572266
	Iteration 51Q: 3 clusters Score -6159971 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68379 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -6160149.000000 Penalty: 5573.572266
	Iteration 52Q: 3 clusters Score -6160149 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68898 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -6160301.000000 Penalty: 5573.572266
	Iteration 53Q: 3 clusters Score -6160301 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69396 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -6160456.500000 Penalty: 5573.572266
	Iteration 54Q: 3 clusters Score -6160456 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69871 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -6160578.500000 Penalty: 5573.572266
	Iteration 55Q: 3 clusters Score -6160578 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70316 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -6160704.000000 Penalty: 5573.572266
	Iteration 56Q: 3 clusters Score -6160704 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70691 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -6160817.000000 Penalty: 5573.572266
	Iteration 57Q: 3 clusters Score -6160817 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71030 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -6160923.000000 Penalty: 5573.572266
	Iteration 58Q: 3 clusters Score -6160923 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71340 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -6161013.000000 Penalty: 5573.572266
	Iteration 59Q: 3 clusters Score -6161013 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71601 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -6161062.000000 Penalty: 5573.572266
	Iteration 60F: 3 clusters Score -6161062 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71828 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -6161131.000000 Penalty: 5573.572266
	Iteration 61Q: 3 clusters Score -6161131 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72064 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -6161190.000000 Penalty: 5573.572266
	Iteration 62Q: 3 clusters Score -6161190 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72266 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -6161239.500000 Penalty: 5573.572266
	Iteration 63Q: 3 clusters Score -6161240 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72471 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -6161324.000000 Penalty: 5573.572266
	Iteration 64Q: 3 clusters Score -6161324 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72663 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -6161369.500000 Penalty: 5573.572266
	Iteration 65Q: 3 clusters Score -6161370 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72852 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -6161424.000000 Penalty: 5573.572266
	Iteration 66Q: 3 clusters Score -6161424 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73000 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -6161476.000000 Penalty: 5573.572266
	Iteration 67Q: 3 clusters Score -6161476 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73139 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -6161505.000000 Penalty: 5573.572266
	Iteration 68Q: 3 clusters Score -6161505 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73257 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -6161531.000000 Penalty: 5573.572266
	Iteration 69Q: 3 clusters Score -6161531 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73360 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -6161534.500000 Penalty: 5573.572266
	Iteration 70Q: 3 clusters Score -6161534 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73460 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -6161563.000000 Penalty: 5573.572266
	Iteration 71Q: 3 clusters Score -6161563 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73537 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -6161599.000000 Penalty: 5573.572266
	Iteration 72Q: 3 clusters Score -6161599 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73613 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -6161605.500000 Penalty: 5573.572266
	Iteration 73Q: 3 clusters Score -6161606 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73670 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -6161632.500000 Penalty: 5573.572266
	Iteration 74Q: 3 clusters Score -6161632 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73724 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -6161631.500000 Penalty: 5573.572266
	Iteration 75Q: 3 clusters Score -6161632 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73775 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -6161654.500000 Penalty: 5573.572266
	Iteration 76Q: 3 clusters Score -6161654 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73816 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -6161654.000000 Penalty: 5573.572266
	Iteration 77Q: 3 clusters Score -6161654 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73853 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -6161668.000000 Penalty: 5573.572266
	Iteration 78Q: 3 clusters Score -6161668 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73893 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -6161676.000000 Penalty: 5573.572266
	Iteration 79Q: 3 clusters Score -6161676 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73917 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -6161680.000000 Penalty: 5573.572266
	Iteration 80F: 3 clusters Score -6161680 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73936 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -6161678.500000 Penalty: 5573.572266
	Iteration 81Q: 3 clusters Score -6161678 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73955 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -6161674.500000 Penalty: 5573.572266
	Iteration 82Q: 3 clusters Score -6161674 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73971 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -6161693.000000 Penalty: 5573.572266
	Iteration 83Q: 3 clusters Score -6161693 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73982 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -6161688.000000 Penalty: 5573.572266
	Iteration 84Q: 3 clusters Score -6161688 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73995 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -6161704.000000 Penalty: 5573.572266
	Iteration 85Q: 3 clusters Score -6161704 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74007 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -6161701.500000 Penalty: 5573.572266
	Iteration 86Q: 3 clusters Score -6161702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74009 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -6161703.000000 Penalty: 5573.572266
	Iteration 87Q: 3 clusters Score -6161703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74012 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -6161707.000000 Penalty: 5573.572266
	Iteration 88Q: 3 clusters Score -6161707 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74016 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -6161703.000000 Penalty: 5573.572266
	Iteration 89Q: 3 clusters Score -6161703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74017 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -6161701.000000 Penalty: 5573.572266
	Iteration 90Q: 3 clusters Score -6161701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74018 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -6161695.000000 Penalty: 5573.572266
	Iteration 91Q: 3 clusters Score -6161695 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74018 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -6161695.000000 Penalty: 5573.572266
	Iteration 92F: 3 clusters Score -6161695 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (61054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61054 members 
Entering Unmasked Estep 
Score: -4944424.500000 Penalty: 2732.839600
	Iteration 0F: 2 clusters Score -4944424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30474 members 
Mstep: Class 2 contains 30580 members 
Entering Unmasked Estep 
Score: -4903361.000000 Penalty: 5465.679199
	Iteration 0F: 3 clusters Score -4903361 nChanged 28389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29503 members 
Mstep: Class 2 contains 31551 members 
Entering Unmasked Estep 
Score: -4919355.000000 Penalty: 5465.679199
	Iteration 1F: 3 clusters Score -4919355 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28825 members 
Mstep: Class 2 contains 32229 members 
Entering Unmasked Estep 
Score: -4919971.500000 Penalty: 5465.679199
	Iteration 2Q: 3 clusters Score -4919972 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27852 members 
Mstep: Class 2 contains 33202 members 
Entering Unmasked Estep 
Score: -4920579.500000 Penalty: 5465.679199
	Iteration 3Q: 3 clusters Score -4920580 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26418 members 
Mstep: Class 2 contains 34636 members 
Entering Unmasked Estep 
Score: -4921317.500000 Penalty: 5465.679199
	Iteration 4Q: 3 clusters Score -4921318 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24447 members 
Mstep: Class 2 contains 36607 members 
Entering Unmasked Estep 
Score: -4922293.000000 Penalty: 5465.679199
	Iteration 5Q: 3 clusters Score -4922293 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21726 members 
Mstep: Class 2 contains 39328 members 
Entering Unmasked Estep 
Score: -4923800.000000 Penalty: 5465.679199
	Iteration 6F: 3 clusters Score -4923800 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18118 members 
Mstep: Class 2 contains 42936 members 
Entering Unmasked Estep 
Score: -4926166.000000 Penalty: 5465.679199
	Iteration 7F: 3 clusters Score -4926166 nChanged 4474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 47324 members 
Entering Unmasked Estep 
Score: -4929637.000000 Penalty: 5465.679199
	Iteration 8F: 3 clusters Score -4929637 nChanged 4645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 51951 members 
Entering Unmasked Estep 
Score: -4933667.000000 Penalty: 5465.679199
	Iteration 9F: 3 clusters Score -4933667 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 55882 members 
Entering Unmasked Estep 
Score: -4937394.000000 Penalty: 5465.679199
	Iteration 10F: 3 clusters Score -4937394 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 58482 members 
Entering Unmasked Estep 
Score: -4939809.500000 Penalty: 5465.679199
	Iteration 11Q: 3 clusters Score -4939810 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 59838 members 
Entering Unmasked Estep 
Score: -4941047.000000 Penalty: 5465.679199
	Iteration 12Q: 3 clusters Score -4941047 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 60371 members 
Entering Unmasked Estep 
Score: -4941513.000000 Penalty: 5465.679199
	Iteration 13Q: 3 clusters Score -4941513 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 60578 members 
Entering Unmasked Estep 
Score: -4941715.500000 Penalty: 5465.679199
	Iteration 14Q: 3 clusters Score -4941716 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 60677 members 
Entering Unmasked Estep 
Score: -4941835.500000 Penalty: 5465.679199
	Iteration 15Q: 3 clusters Score -4941836 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 60720 members 
Entering Unmasked Estep 
Score: -4941905.500000 Penalty: 5465.679199
	Iteration 16Q: 3 clusters Score -4941906 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 60745 members 
Entering Unmasked Estep 
Score: -4941949.500000 Penalty: 5465.679199
	Iteration 17Q: 3 clusters Score -4941950 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 60767 members 
Entering Unmasked Estep 
Score: -4941982.000000 Penalty: 5465.679199
	Iteration 18Q: 3 clusters Score -4941982 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 60774 members 
Entering Unmasked Estep 
Score: -4942008.500000 Penalty: 5465.679199
	Iteration 19Q: 3 clusters Score -4942008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 60782 members 
Entering Unmasked Estep 
Score: -4942021.500000 Penalty: 5465.679199
	Iteration 20F: 3 clusters Score -4942022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 60786 members 
Entering Unmasked Estep 
Score: -4942022.500000 Penalty: 5465.679199
	Iteration 21Q: 3 clusters Score -4942022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 60789 members 
Entering Unmasked Estep 
Score: -4942036.500000 Penalty: 5465.679199
	Iteration 22Q: 3 clusters Score -4942036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 60787 members 
Entering Unmasked Estep 
Score: -4942039.500000 Penalty: 5465.679199
	Iteration 23Q: 3 clusters Score -4942040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 60787 members 
Entering Unmasked Estep 
Score: -4942040.500000 Penalty: 5465.679199
	Iteration 24Q: 3 clusters Score -4942040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 60786 members 
Entering Unmasked Estep 
Score: -4942041.500000 Penalty: 5465.679199
	Iteration 25Q: 3 clusters Score -4942042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 60787 members 
Entering Unmasked Estep 
Score: -4942051.000000 Penalty: 5465.679199
	Iteration 26Q: 3 clusters Score -4942051 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 60787 members 
Entering Unmasked Estep 
Score: -4942051.000000 Penalty: 5465.679199
	Iteration 27F: 3 clusters Score -4942051 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Entering Unmasked Estep 
Score: -459316.218750 Penalty: 2167.524170
	Iteration 0F: 2 clusters Score -459316.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -454062.062500 Penalty: 4335.048340
	Iteration 0F: 3 clusters Score -454062.1 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -455758.125000 Penalty: 4335.048340
	Iteration 1F: 3 clusters Score -455758.1 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -456378.281250 Penalty: 4335.048340
	Iteration 2F: 3 clusters Score -456378.3 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -456983.125000 Penalty: 4335.048340
	Iteration 3F: 3 clusters Score -456983.1 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -457505.937500 Penalty: 4335.048340
	Iteration 4F: 3 clusters Score -457505.9 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -457925.468750 Penalty: 4335.048340
	Iteration 5F: 3 clusters Score -457925.5 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -458213.187500 Penalty: 4335.048340
	Iteration 6Q: 3 clusters Score -458213.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -458412.968750 Penalty: 4335.048340
	Iteration 7Q: 3 clusters Score -458413 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -458524.468750 Penalty: 4335.048340
	Iteration 8Q: 3 clusters Score -458524.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -458588.562500 Penalty: 4335.048340
	Iteration 9Q: 3 clusters Score -458588.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -458629.875000 Penalty: 4335.048340
	Iteration 10Q: 3 clusters Score -458629.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -458659.812500 Penalty: 4335.048340
	Iteration 11Q: 3 clusters Score -458659.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -458682.437500 Penalty: 4335.048340
	Iteration 12Q: 3 clusters Score -458682.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -458697.031250 Penalty: 4335.048340
	Iteration 13Q: 3 clusters Score -458697 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -458708.406250 Penalty: 4335.048340
	Iteration 14Q: 3 clusters Score -458708.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -458716.343750 Penalty: 4335.048340
	Iteration 15Q: 3 clusters Score -458716.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -458725.656250 Penalty: 4335.048340
	Iteration 16Q: 3 clusters Score -458725.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -458732.187500 Penalty: 4335.048340
	Iteration 17Q: 3 clusters Score -458732.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -458734.281250 Penalty: 4335.048340
	Iteration 18Q: 3 clusters Score -458734.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -458736.750000 Penalty: 4335.048340
	Iteration 19Q: 3 clusters Score -458736.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -458738.812500 Penalty: 4335.048340
	Iteration 20F: 3 clusters Score -458738.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -458739.312500 Penalty: 4335.048340
	Iteration 21Q: 3 clusters Score -458739.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -458740.750000 Penalty: 4335.048340
	Iteration 22Q: 3 clusters Score -458740.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -458741.937500 Penalty: 4335.048340
	Iteration 23Q: 3 clusters Score -458741.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -458741.937500 Penalty: 4335.048340
	Iteration 24F: 3 clusters Score -458741.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (13619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Entering Unmasked Estep 
Score: -1079714.750000 Penalty: 2360.766846
	Iteration 0F: 2 clusters Score -1079715 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1069777.125000 Penalty: 4721.533691
	Iteration 0F: 3 clusters Score -1069777 nChanged 5822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1072842.125000 Penalty: 4721.533691
	Iteration 1F: 3 clusters Score -1072842 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1073172.875000 Penalty: 4721.533691
	Iteration 2F: 3 clusters Score -1073173 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1073439.000000 Penalty: 4721.533691
	Iteration 3Q: 3 clusters Score -1073439 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1073687.625000 Penalty: 4721.533691
	Iteration 4Q: 3 clusters Score -1073688 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1073957.500000 Penalty: 4721.533691
	Iteration 5Q: 3 clusters Score -1073958 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1074265.875000 Penalty: 4721.533691
	Iteration 6Q: 3 clusters Score -1074266 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1074594.875000 Penalty: 4721.533691
	Iteration 7Q: 3 clusters Score -1074595 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1074907.500000 Penalty: 4721.533691
	Iteration 8Q: 3 clusters Score -1074908 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1075150.250000 Penalty: 4721.533691
	Iteration 9Q: 3 clusters Score -1075150 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1075368.500000 Penalty: 4721.533691
	Iteration 10Q: 3 clusters Score -1075368 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1075540.750000 Penalty: 4721.533691
	Iteration 11Q: 3 clusters Score -1075541 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1075667.375000 Penalty: 4721.533691
	Iteration 12Q: 3 clusters Score -1075667 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1075763.125000 Penalty: 4721.533691
	Iteration 13Q: 3 clusters Score -1075763 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1075842.875000 Penalty: 4721.533691
	Iteration 14Q: 3 clusters Score -1075843 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1075899.875000 Penalty: 4721.533691
	Iteration 15Q: 3 clusters Score -1075900 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1075937.375000 Penalty: 4721.533691
	Iteration 16Q: 3 clusters Score -1075937 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1075960.625000 Penalty: 4721.533691
	Iteration 17Q: 3 clusters Score -1075961 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1075987.750000 Penalty: 4721.533691
	Iteration 18Q: 3 clusters Score -1075988 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1076013.625000 Penalty: 4721.533691
	Iteration 19Q: 3 clusters Score -1076014 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1076040.250000 Penalty: 4721.533691
	Iteration 20F: 3 clusters Score -1076040 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1076055.750000 Penalty: 4721.533691
	Iteration 21Q: 3 clusters Score -1076056 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1076073.875000 Penalty: 4721.533691
	Iteration 22Q: 3 clusters Score -1076074 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1076097.500000 Penalty: 4721.533691
	Iteration 23Q: 3 clusters Score -1076098 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1076117.750000 Penalty: 4721.533691
	Iteration 24Q: 3 clusters Score -1076118 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1076132.875000 Penalty: 4721.533691
	Iteration 25Q: 3 clusters Score -1076133 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1076144.375000 Penalty: 4721.533691
	Iteration 26Q: 3 clusters Score -1076144 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1076156.875000 Penalty: 4721.533691
	Iteration 27Q: 3 clusters Score -1076157 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1076174.875000 Penalty: 4721.533691
	Iteration 28Q: 3 clusters Score -1076175 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1076188.250000 Penalty: 4721.533691
	Iteration 29Q: 3 clusters Score -1076188 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1076203.500000 Penalty: 4721.533691
	Iteration 30Q: 3 clusters Score -1076204 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1076217.875000 Penalty: 4721.533691
	Iteration 31Q: 3 clusters Score -1076218 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1076234.250000 Penalty: 4721.533691
	Iteration 32Q: 3 clusters Score -1076234 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1076250.500000 Penalty: 4721.533691
	Iteration 33Q: 3 clusters Score -1076250 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1076267.750000 Penalty: 4721.533691
	Iteration 34Q: 3 clusters Score -1076268 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1076285.125000 Penalty: 4721.533691
	Iteration 35Q: 3 clusters Score -1076285 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1076314.625000 Penalty: 4721.533691
	Iteration 36Q: 3 clusters Score -1076315 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1076341.000000 Penalty: 4721.533691
	Iteration 37Q: 3 clusters Score -1076341 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1076375.000000 Penalty: 4721.533691
	Iteration 38Q: 3 clusters Score -1076375 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1076415.125000 Penalty: 4721.533691
	Iteration 39Q: 3 clusters Score -1076415 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1076464.375000 Penalty: 4721.533691
	Iteration 40F: 3 clusters Score -1076464 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1076518.750000 Penalty: 4721.533691
	Iteration 41Q: 3 clusters Score -1076519 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1076578.375000 Penalty: 4721.533691
	Iteration 42Q: 3 clusters Score -1076578 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1076660.000000 Penalty: 4721.533691
	Iteration 43Q: 3 clusters Score -1076660 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1076754.375000 Penalty: 4721.533691
	Iteration 44Q: 3 clusters Score -1076754 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1076842.875000 Penalty: 4721.533691
	Iteration 45Q: 3 clusters Score -1076843 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1076922.125000 Penalty: 4721.533691
	Iteration 46Q: 3 clusters Score -1076922 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1077000.625000 Penalty: 4721.533691
	Iteration 47Q: 3 clusters Score -1077001 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1077059.875000 Penalty: 4721.533691
	Iteration 48Q: 3 clusters Score -1077060 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1077135.000000 Penalty: 4721.533691
	Iteration 49Q: 3 clusters Score -1077135 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1077206.375000 Penalty: 4721.533691
	Iteration 50Q: 3 clusters Score -1077206 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1077279.875000 Penalty: 4721.533691
	Iteration 51Q: 3 clusters Score -1077280 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1077354.250000 Penalty: 4721.533691
	Iteration 52Q: 3 clusters Score -1077354 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1077435.375000 Penalty: 4721.533691
	Iteration 53Q: 3 clusters Score -1077435 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1077508.250000 Penalty: 4721.533691
	Iteration 54Q: 3 clusters Score -1077508 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1077567.000000 Penalty: 4721.533691
	Iteration 55Q: 3 clusters Score -1077567 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1077624.875000 Penalty: 4721.533691
	Iteration 56Q: 3 clusters Score -1077625 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1077678.375000 Penalty: 4721.533691
	Iteration 57Q: 3 clusters Score -1077678 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1077725.625000 Penalty: 4721.533691
	Iteration 58Q: 3 clusters Score -1077726 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1077761.750000 Penalty: 4721.533691
	Iteration 59Q: 3 clusters Score -1077762 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1077796.125000 Penalty: 4721.533691
	Iteration 60F: 3 clusters Score -1077796 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1077822.750000 Penalty: 4721.533691
	Iteration 61Q: 3 clusters Score -1077823 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1077834.375000 Penalty: 4721.533691
	Iteration 62Q: 3 clusters Score -1077834 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1077847.625000 Penalty: 4721.533691
	Iteration 63Q: 3 clusters Score -1077848 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1077862.375000 Penalty: 4721.533691
	Iteration 64Q: 3 clusters Score -1077862 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1077876.875000 Penalty: 4721.533691
	Iteration 65Q: 3 clusters Score -1077877 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1077884.375000 Penalty: 4721.533691
	Iteration 66Q: 3 clusters Score -1077884 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1077896.750000 Penalty: 4721.533691
	Iteration 67Q: 3 clusters Score -1077897 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1077903.375000 Penalty: 4721.533691
	Iteration 68Q: 3 clusters Score -1077903 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1077907.250000 Penalty: 4721.533691
	Iteration 69Q: 3 clusters Score -1077907 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1077912.375000 Penalty: 4721.533691
	Iteration 70Q: 3 clusters Score -1077912 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1077916.375000 Penalty: 4721.533691
	Iteration 71Q: 3 clusters Score -1077916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1077920.750000 Penalty: 4721.533691
	Iteration 72Q: 3 clusters Score -1077921 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1077922.500000 Penalty: 4721.533691
	Iteration 73Q: 3 clusters Score -1077922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1077926.750000 Penalty: 4721.533691
	Iteration 74Q: 3 clusters Score -1077927 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1077929.250000 Penalty: 4721.533691
	Iteration 75Q: 3 clusters Score -1077929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1077928.875000 Penalty: 4721.533691
	Iteration 76Q: 3 clusters Score -1077929 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1077928.875000 Penalty: 4721.533691
	Iteration 77F: 3 clusters Score -1077929 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Entering Unmasked Estep 
Score: -455987.593750 Penalty: 2149.029297
	Iteration 0F: 2 clusters Score -455987.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -450956.906250 Penalty: 4298.058594
	Iteration 0F: 3 clusters Score -450956.9 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -452184.750000 Penalty: 4298.058594
	Iteration 1F: 3 clusters Score -452184.8 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -452420.156250 Penalty: 4298.058594
	Iteration 2F: 3 clusters Score -452420.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -452592.968750 Penalty: 4298.058594
	Iteration 3F: 3 clusters Score -452593 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -452733.656250 Penalty: 4298.058594
	Iteration 4Q: 3 clusters Score -452733.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -452855.531250 Penalty: 4298.058594
	Iteration 5Q: 3 clusters Score -452855.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -452987.781250 Penalty: 4298.058594
	Iteration 6Q: 3 clusters Score -452987.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -453104.218750 Penalty: 4298.058594
	Iteration 7Q: 3 clusters Score -453104.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -453213.281250 Penalty: 4298.058594
	Iteration 8Q: 3 clusters Score -453213.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -453329.281250 Penalty: 4298.058594
	Iteration 9Q: 3 clusters Score -453329.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -453466.593750 Penalty: 4298.058594
	Iteration 10Q: 3 clusters Score -453466.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -453618.625000 Penalty: 4298.058594
	Iteration 11Q: 3 clusters Score -453618.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -453763.968750 Penalty: 4298.058594
	Iteration 12Q: 3 clusters Score -453764 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -453935.718750 Penalty: 4298.058594
	Iteration 13Q: 3 clusters Score -453935.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -454083.343750 Penalty: 4298.058594
	Iteration 14Q: 3 clusters Score -454083.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -454206.250000 Penalty: 4298.058594
	Iteration 15Q: 3 clusters Score -454206.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -454302.593750 Penalty: 4298.058594
	Iteration 16Q: 3 clusters Score -454302.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -454378.937500 Penalty: 4298.058594
	Iteration 17Q: 3 clusters Score -454378.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -454441.187500 Penalty: 4298.058594
	Iteration 18Q: 3 clusters Score -454441.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -454492.406250 Penalty: 4298.058594
	Iteration 19Q: 3 clusters Score -454492.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -454537.281250 Penalty: 4298.058594
	Iteration 20F: 3 clusters Score -454537.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -454586.531250 Penalty: 4298.058594
	Iteration 21Q: 3 clusters Score -454586.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -454618.875000 Penalty: 4298.058594
	Iteration 22Q: 3 clusters Score -454618.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -454640.468750 Penalty: 4298.058594
	Iteration 23Q: 3 clusters Score -454640.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -454659.843750 Penalty: 4298.058594
	Iteration 24Q: 3 clusters Score -454659.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -454674.500000 Penalty: 4298.058594
	Iteration 25Q: 3 clusters Score -454674.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -454690.312500 Penalty: 4298.058594
	Iteration 26Q: 3 clusters Score -454690.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -454696.312500 Penalty: 4298.058594
	Iteration 27Q: 3 clusters Score -454696.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -454704.437500 Penalty: 4298.058594
	Iteration 28Q: 3 clusters Score -454704.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -454712.375000 Penalty: 4298.058594
	Iteration 29Q: 3 clusters Score -454712.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -454721.468750 Penalty: 4298.058594
	Iteration 30Q: 3 clusters Score -454721.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -454729.343750 Penalty: 4298.058594
	Iteration 31Q: 3 clusters Score -454729.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -454734.750000 Penalty: 4298.058594
	Iteration 32Q: 3 clusters Score -454734.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -454739.812500 Penalty: 4298.058594
	Iteration 33Q: 3 clusters Score -454739.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -454743.125000 Penalty: 4298.058594
	Iteration 34Q: 3 clusters Score -454743.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -454744.687500 Penalty: 4298.058594
	Iteration 35Q: 3 clusters Score -454744.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -454748.750000 Penalty: 4298.058594
	Iteration 36Q: 3 clusters Score -454748.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -454749.687500 Penalty: 4298.058594
	Iteration 37Q: 3 clusters Score -454749.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -454750.312500 Penalty: 4298.058594
	Iteration 38Q: 3 clusters Score -454750.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -454750.312500 Penalty: 4298.058594
	Iteration 39F: 3 clusters Score -454750.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (22125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22125 members 
Entering Unmasked Estep 
Score: -1533493.500000 Penalty: 2481.106934
	Iteration 0F: 2 clusters Score -1533494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -1518134.375000 Penalty: 4962.213867
	Iteration 0F: 3 clusters Score -1518134 nChanged 9824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -1524123.250000 Penalty: 4962.213867
	Iteration 1F: 3 clusters Score -1524123 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -1525219.000000 Penalty: 4962.213867
	Iteration 2F: 3 clusters Score -1525219 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -1526317.500000 Penalty: 4962.213867
	Iteration 3F: 3 clusters Score -1526318 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -1527378.750000 Penalty: 4962.213867
	Iteration 4F: 3 clusters Score -1527379 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -1528285.625000 Penalty: 4962.213867
	Iteration 5F: 3 clusters Score -1528286 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -1529071.375000 Penalty: 4962.213867
	Iteration 6F: 3 clusters Score -1529071 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -1529728.625000 Penalty: 4962.213867
	Iteration 7Q: 3 clusters Score -1529729 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -1530273.375000 Penalty: 4962.213867
	Iteration 8Q: 3 clusters Score -1530273 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -1530760.625000 Penalty: 4962.213867
	Iteration 9Q: 3 clusters Score -1530761 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -1531206.375000 Penalty: 4962.213867
	Iteration 10Q: 3 clusters Score -1531206 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1531687.625000 Penalty: 4962.213867
	Iteration 11Q: 3 clusters Score -1531688 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15578 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1532202.250000 Penalty: 4962.213867
	Iteration 12Q: 3 clusters Score -1532202 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1532626.000000 Penalty: 4962.213867
	Iteration 13Q: 3 clusters Score -1532626 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16761 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1532934.500000 Penalty: 4962.213867
	Iteration 14Q: 3 clusters Score -1532934 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1533185.250000 Penalty: 4962.213867
	Iteration 15Q: 3 clusters Score -1533185 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17658 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1533387.875000 Penalty: 4962.213867
	Iteration 16Q: 3 clusters Score -1533388 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18018 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1533562.750000 Penalty: 4962.213867
	Iteration 17Q: 3 clusters Score -1533563 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18337 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1533722.125000 Penalty: 4962.213867
	Iteration 18Q: 3 clusters Score -1533722 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18580 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1533833.375000 Penalty: 4962.213867
	Iteration 19Q: 3 clusters Score -1533833 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18769 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1533917.500000 Penalty: 4962.213867
	Iteration 20F: 3 clusters Score -1533918 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18925 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1533990.000000 Penalty: 4962.213867
	Iteration 21Q: 3 clusters Score -1533990 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19063 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1534045.125000 Penalty: 4962.213867
	Iteration 22Q: 3 clusters Score -1534045 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19185 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1534089.875000 Penalty: 4962.213867
	Iteration 23Q: 3 clusters Score -1534090 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19281 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1534129.250000 Penalty: 4962.213867
	Iteration 24Q: 3 clusters Score -1534129 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19381 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1534166.750000 Penalty: 4962.213867
	Iteration 25Q: 3 clusters Score -1534167 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19453 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1534182.125000 Penalty: 4962.213867
	Iteration 26Q: 3 clusters Score -1534182 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19507 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1534196.625000 Penalty: 4962.213867
	Iteration 27Q: 3 clusters Score -1534197 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19545 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -1534208.250000 Penalty: 4962.213867
	Iteration 28Q: 3 clusters Score -1534208 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19572 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1534213.000000 Penalty: 4962.213867
	Iteration 29Q: 3 clusters Score -1534213 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19594 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1534221.750000 Penalty: 4962.213867
	Iteration 30Q: 3 clusters Score -1534222 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19613 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1534222.875000 Penalty: 4962.213867
	Iteration 31Q: 3 clusters Score -1534223 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19621 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1534223.000000 Penalty: 4962.213867
	Iteration 32Q: 3 clusters Score -1534223 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19629 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1534225.250000 Penalty: 4962.213867
	Iteration 33Q: 3 clusters Score -1534225 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19639 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1534230.250000 Penalty: 4962.213867
	Iteration 34Q: 3 clusters Score -1534230 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19651 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1534228.750000 Penalty: 4962.213867
	Iteration 35Q: 3 clusters Score -1534229 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19659 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1534234.500000 Penalty: 4962.213867
	Iteration 36Q: 3 clusters Score -1534234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19664 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1534237.625000 Penalty: 4962.213867
	Iteration 37Q: 3 clusters Score -1534238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19669 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1534234.625000 Penalty: 4962.213867
	Iteration 38Q: 3 clusters Score -1534235 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19673 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1534238.500000 Penalty: 4962.213867
	Iteration 39Q: 3 clusters Score -1534238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19676 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1534239.125000 Penalty: 4962.213867
	Iteration 40F: 3 clusters Score -1534239 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19680 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1534236.750000 Penalty: 4962.213867
	Iteration 41Q: 3 clusters Score -1534237 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19687 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1534240.875000 Penalty: 4962.213867
	Iteration 42Q: 3 clusters Score -1534241 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19692 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1534239.500000 Penalty: 4962.213867
	Iteration 43Q: 3 clusters Score -1534240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19693 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1534239.625000 Penalty: 4962.213867
	Iteration 44Q: 3 clusters Score -1534240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19693 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1534239.625000 Penalty: 4962.213867
	Iteration 45F: 3 clusters Score -1534240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74784 members 
Mstep: Class 2 contains 24280 members 
Mstep: Class 3 contains 3398 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 96172 members 
Mstep: Class 6 contains 153963 members 
Mstep: Class 7 contains 8591 members 
Mstep: Class 8 contains 8379 members 
Mstep: Class 9 contains 75890 members 
Mstep: Class 10 contains 61054 members 
Mstep: Class 11 contains 6248 members 
Mstep: Class 12 contains 13619 members 
Mstep: Class 13 contains 5799 members 
Mstep: Class 14 contains 19693 members 
Mstep: Class 15 contains 17030 members 
Mstep: Class 16 contains 13593 members 
Mstep: Class 17 contains 37762 members 
Mstep: Class 18 contains 2925 members 
Mstep: Class 19 contains 5636 members 
Mstep: Class 20 contains 11826 members 
Mstep: Class 21 contains 9814 members 
Mstep: Class 22 contains 10027 members 
Mstep: Class 23 contains 28624 members 
Mstep: Class 24 contains 526401 members 
Mstep: Class 25 contains 60455 members 
Mstep: Class 26 contains 6808 members 
Mstep: Class 27 contains 3469 members 
Mstep: Class 28 contains 69954 members 
Mstep: Class 29 contains 6136 members 
Mstep: Class 30 contains 16904 members 
Mstep: Class 31 contains 3337 members 
Mstep: Class 32 contains 23726 members 
Mstep: Class 33 contains 2760 members 
Mstep: Class 34 contains 48031 members 
Mstep: Class 35 contains 2432 members 
Entering Unmasked Estep 
Score: -111985736.000000 Penalty: 123221.835938
Splitting cluster 14 changes total score from -111985944.000000 to -111985736.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (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: -1350841.875000 Penalty: 2416.197510
	Iteration 0F: 2 clusters Score -1350842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -1338684.375000 Penalty: 4832.395020
	Iteration 0F: 3 clusters Score -1338684 nChanged 7471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1342788.500000 Penalty: 4832.395020
	Iteration 1F: 3 clusters Score -1342788 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -1343271.625000 Penalty: 4832.395020
	Iteration 2F: 3 clusters Score -1343272 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -1343761.875000 Penalty: 4832.395020
	Iteration 3F: 3 clusters Score -1343762 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1344346.375000 Penalty: 4832.395020
	Iteration 4F: 3 clusters Score -1344346 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -1345070.875000 Penalty: 4832.395020
	Iteration 5F: 3 clusters Score -1345071 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -1345821.875000 Penalty: 4832.395020
	Iteration 6F: 3 clusters Score -1345822 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1346475.375000 Penalty: 4832.395020
	Iteration 7F: 3 clusters Score -1346475 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1346990.125000 Penalty: 4832.395020
	Iteration 8F: 3 clusters Score -1346990 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1347331.125000 Penalty: 4832.395020
	Iteration 9Q: 3 clusters Score -1347331 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1347562.125000 Penalty: 4832.395020
	Iteration 10Q: 3 clusters Score -1347562 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -1347711.250000 Penalty: 4832.395020
	Iteration 11Q: 3 clusters Score -1347711 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1347815.250000 Penalty: 4832.395020
	Iteration 12Q: 3 clusters Score -1347815 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -1347880.500000 Penalty: 4832.395020
	Iteration 13Q: 3 clusters Score -1347880 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1347924.500000 Penalty: 4832.395020
	Iteration 14Q: 3 clusters Score -1347924 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1347959.875000 Penalty: 4832.395020
	Iteration 15Q: 3 clusters Score -1347960 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1347992.250000 Penalty: 4832.395020
	Iteration 16Q: 3 clusters Score -1347992 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1348014.750000 Penalty: 4832.395020
	Iteration 17Q: 3 clusters Score -1348015 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1348040.500000 Penalty: 4832.395020
	Iteration 18Q: 3 clusters Score -1348040 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1348062.500000 Penalty: 4832.395020
	Iteration 19Q: 3 clusters Score -1348062 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1348075.875000 Penalty: 4832.395020
	Iteration 20F: 3 clusters Score -1348076 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1348102.375000 Penalty: 4832.395020
	Iteration 21Q: 3 clusters Score -1348102 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1348111.375000 Penalty: 4832.395020
	Iteration 22Q: 3 clusters Score -1348111 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -1348125.625000 Penalty: 4832.395020
	Iteration 23Q: 3 clusters Score -1348126 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1348139.125000 Penalty: 4832.395020
	Iteration 24Q: 3 clusters Score -1348139 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1348152.250000 Penalty: 4832.395020
	Iteration 25Q: 3 clusters Score -1348152 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1348152.625000 Penalty: 4832.395020
	Iteration 26Q: 3 clusters Score -1348153 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1348160.750000 Penalty: 4832.395020
	Iteration 27Q: 3 clusters Score -1348161 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1348165.750000 Penalty: 4832.395020
	Iteration 28Q: 3 clusters Score -1348166 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1348166.875000 Penalty: 4832.395020
	Iteration 29Q: 3 clusters Score -1348167 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1348172.125000 Penalty: 4832.395020
	Iteration 30Q: 3 clusters Score -1348172 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1348179.625000 Penalty: 4832.395020
	Iteration 31Q: 3 clusters Score -1348180 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1348183.625000 Penalty: 4832.395020
	Iteration 32Q: 3 clusters Score -1348184 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1348186.625000 Penalty: 4832.395020
	Iteration 33Q: 3 clusters Score -1348187 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1348191.875000 Penalty: 4832.395020
	Iteration 34Q: 3 clusters Score -1348192 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1348203.750000 Penalty: 4832.395020
	Iteration 35Q: 3 clusters Score -1348204 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -1348213.000000 Penalty: 4832.395020
	Iteration 36Q: 3 clusters Score -1348213 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1348225.875000 Penalty: 4832.395020
	Iteration 37Q: 3 clusters Score -1348226 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1348228.125000 Penalty: 4832.395020
	Iteration 38Q: 3 clusters Score -1348228 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1348247.125000 Penalty: 4832.395020
	Iteration 39Q: 3 clusters Score -1348247 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1348262.625000 Penalty: 4832.395020
	Iteration 40F: 3 clusters Score -1348263 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1348281.125000 Penalty: 4832.395020
	Iteration 41Q: 3 clusters Score -1348281 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1348293.875000 Penalty: 4832.395020
	Iteration 42Q: 3 clusters Score -1348294 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1348308.750000 Penalty: 4832.395020
	Iteration 43Q: 3 clusters Score -1348309 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1348327.375000 Penalty: 4832.395020
	Iteration 44Q: 3 clusters Score -1348327 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1348348.750000 Penalty: 4832.395020
	Iteration 45Q: 3 clusters Score -1348349 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1348364.250000 Penalty: 4832.395020
	Iteration 46Q: 3 clusters Score -1348364 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1348370.875000 Penalty: 4832.395020
	Iteration 47Q: 3 clusters Score -1348371 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1348381.875000 Penalty: 4832.395020
	Iteration 48Q: 3 clusters Score -1348382 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1348400.000000 Penalty: 4832.395020
	Iteration 49Q: 3 clusters Score -1348400 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1348396.875000 Penalty: 4832.395020
	Iteration 50Q: 3 clusters Score -1348397 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1348406.375000 Penalty: 4832.395020
	Iteration 51Q: 3 clusters Score -1348406 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1348417.000000 Penalty: 4832.395020
	Iteration 52Q: 3 clusters Score -1348417 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1348423.250000 Penalty: 4832.395020
	Iteration 53Q: 3 clusters Score -1348423 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1348426.875000 Penalty: 4832.395020
	Iteration 54Q: 3 clusters Score -1348427 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1348437.500000 Penalty: 4832.395020
	Iteration 55Q: 3 clusters Score -1348438 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1348448.875000 Penalty: 4832.395020
	Iteration 56Q: 3 clusters Score -1348449 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1348451.375000 Penalty: 4832.395020
	Iteration 57Q: 3 clusters Score -1348451 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1348459.625000 Penalty: 4832.395020
	Iteration 58Q: 3 clusters Score -1348460 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1348461.125000 Penalty: 4832.395020
	Iteration 59Q: 3 clusters Score -1348461 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1348471.750000 Penalty: 4832.395020
	Iteration 60F: 3 clusters Score -1348472 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1348472.875000 Penalty: 4832.395020
	Iteration 61Q: 3 clusters Score -1348473 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1348478.750000 Penalty: 4832.395020
	Iteration 62Q: 3 clusters Score -1348479 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1348486.500000 Penalty: 4832.395020
	Iteration 63Q: 3 clusters Score -1348486 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1348492.625000 Penalty: 4832.395020
	Iteration 64Q: 3 clusters Score -1348493 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1348499.875000 Penalty: 4832.395020
	Iteration 65Q: 3 clusters Score -1348500 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1348507.500000 Penalty: 4832.395020
	Iteration 66Q: 3 clusters Score -1348508 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1348505.375000 Penalty: 4832.395020
	Iteration 67Q: 3 clusters Score -1348505 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1348510.375000 Penalty: 4832.395020
	Iteration 68Q: 3 clusters Score -1348510 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1348512.500000 Penalty: 4832.395020
	Iteration 69Q: 3 clusters Score -1348512 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1348519.375000 Penalty: 4832.395020
	Iteration 70Q: 3 clusters Score -1348519 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1348526.750000 Penalty: 4832.395020
	Iteration 71Q: 3 clusters Score -1348527 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1348528.500000 Penalty: 4832.395020
	Iteration 72Q: 3 clusters Score -1348528 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1348531.875000 Penalty: 4832.395020
	Iteration 73Q: 3 clusters Score -1348532 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1348532.250000 Penalty: 4832.395020
	Iteration 74Q: 3 clusters Score -1348532 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1348542.625000 Penalty: 4832.395020
	Iteration 75Q: 3 clusters Score -1348543 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1348542.500000 Penalty: 4832.395020
	Iteration 76Q: 3 clusters Score -1348542 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1348544.375000 Penalty: 4832.395020
	Iteration 77Q: 3 clusters Score -1348544 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1348545.250000 Penalty: 4832.395020
	Iteration 78Q: 3 clusters Score -1348545 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1348545.250000 Penalty: 4832.395020
	Iteration 79Q: 3 clusters Score -1348545 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1348550.875000 Penalty: 4832.395020
	Iteration 80F: 3 clusters Score -1348551 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1348552.125000 Penalty: 4832.395020
	Iteration 81Q: 3 clusters Score -1348552 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1348552.750000 Penalty: 4832.395020
	Iteration 82Q: 3 clusters Score -1348553 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1348552.875000 Penalty: 4832.395020
	Iteration 83Q: 3 clusters Score -1348553 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1348557.750000 Penalty: 4832.395020
	Iteration 84Q: 3 clusters Score -1348558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1348555.750000 Penalty: 4832.395020
	Iteration 85Q: 3 clusters Score -1348556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1348554.750000 Penalty: 4832.395020
	Iteration 86Q: 3 clusters Score -1348555 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1348560.125000 Penalty: 4832.395020
	Iteration 87Q: 3 clusters Score -1348560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1348558.375000 Penalty: 4832.395020
	Iteration 88Q: 3 clusters Score -1348558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1348559.125000 Penalty: 4832.395020
	Iteration 89Q: 3 clusters Score -1348559 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1348559.125000 Penalty: 4832.395020
	Iteration 90F: 3 clusters Score -1348559 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -1025068.437500 Penalty: 2360.292969
	Iteration 0F: 2 clusters Score -1025068 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -1015022.500000 Penalty: 4720.585938
	Iteration 0F: 3 clusters Score -1015022 nChanged 5841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1018255.000000 Penalty: 4720.585938
	Iteration 1F: 3 clusters Score -1018255 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1018604.500000 Penalty: 4720.585938
	Iteration 2F: 3 clusters Score -1018604 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -1018846.187500 Penalty: 4720.585938
	Iteration 3Q: 3 clusters Score -1018846 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1019045.687500 Penalty: 4720.585938
	Iteration 4Q: 3 clusters Score -1019046 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1019229.625000 Penalty: 4720.585938
	Iteration 5Q: 3 clusters Score -1019230 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1019373.812500 Penalty: 4720.585938
	Iteration 6Q: 3 clusters Score -1019374 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1019531.250000 Penalty: 4720.585938
	Iteration 7Q: 3 clusters Score -1019531 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1019705.812500 Penalty: 4720.585938
	Iteration 8Q: 3 clusters Score -1019706 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1019906.312500 Penalty: 4720.585938
	Iteration 9Q: 3 clusters Score -1019906 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1020124.312500 Penalty: 4720.585938
	Iteration 10Q: 3 clusters Score -1020124 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -1020400.250000 Penalty: 4720.585938
	Iteration 11Q: 3 clusters Score -1020400 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -1020713.562500 Penalty: 4720.585938
	Iteration 12Q: 3 clusters Score -1020714 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -1021081.625000 Penalty: 4720.585938
	Iteration 13Q: 3 clusters Score -1021082 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -1021396.937500 Penalty: 4720.585938
	Iteration 14Q: 3 clusters Score -1021397 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -1021642.625000 Penalty: 4720.585938
	Iteration 15Q: 3 clusters Score -1021643 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -1021818.937500 Penalty: 4720.585938
	Iteration 16Q: 3 clusters Score -1021819 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -1021963.125000 Penalty: 4720.585938
	Iteration 17Q: 3 clusters Score -1021963 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -1022082.500000 Penalty: 4720.585938
	Iteration 18Q: 3 clusters Score -1022082 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -1022188.687500 Penalty: 4720.585938
	Iteration 19Q: 3 clusters Score -1022189 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -1022267.750000 Penalty: 4720.585938
	Iteration 20F: 3 clusters Score -1022268 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -1022338.312500 Penalty: 4720.585938
	Iteration 21Q: 3 clusters Score -1022338 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -1022393.750000 Penalty: 4720.585938
	Iteration 22Q: 3 clusters Score -1022394 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -1022439.312500 Penalty: 4720.585938
	Iteration 23Q: 3 clusters Score -1022439 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -1022481.000000 Penalty: 4720.585938
	Iteration 24Q: 3 clusters Score -1022481 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -1022503.687500 Penalty: 4720.585938
	Iteration 25Q: 3 clusters Score -1022504 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -1022538.625000 Penalty: 4720.585938
	Iteration 26Q: 3 clusters Score -1022539 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -1022573.250000 Penalty: 4720.585938
	Iteration 27Q: 3 clusters Score -1022573 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -1022602.937500 Penalty: 4720.585938
	Iteration 28Q: 3 clusters Score -1022603 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -1022631.312500 Penalty: 4720.585938
	Iteration 29Q: 3 clusters Score -1022631 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -1022664.375000 Penalty: 4720.585938
	Iteration 30Q: 3 clusters Score -1022664 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -1022685.250000 Penalty: 4720.585938
	Iteration 31Q: 3 clusters Score -1022685 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -1022700.750000 Penalty: 4720.585938
	Iteration 32Q: 3 clusters Score -1022701 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -1022718.687500 Penalty: 4720.585938
	Iteration 33Q: 3 clusters Score -1022719 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -1022739.562500 Penalty: 4720.585938
	Iteration 34Q: 3 clusters Score -1022740 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -1022756.500000 Penalty: 4720.585938
	Iteration 35Q: 3 clusters Score -1022756 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -1022773.375000 Penalty: 4720.585938
	Iteration 36Q: 3 clusters Score -1022773 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -1022792.125000 Penalty: 4720.585938
	Iteration 37Q: 3 clusters Score -1022792 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -1022814.625000 Penalty: 4720.585938
	Iteration 38Q: 3 clusters Score -1022815 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -1022830.125000 Penalty: 4720.585938
	Iteration 39Q: 3 clusters Score -1022830 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -1022844.812500 Penalty: 4720.585938
	Iteration 40F: 3 clusters Score -1022845 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -1022858.000000 Penalty: 4720.585938
	Iteration 41Q: 3 clusters Score -1022858 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -1022870.000000 Penalty: 4720.585938
	Iteration 42Q: 3 clusters Score -1022870 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -1022876.375000 Penalty: 4720.585938
	Iteration 43Q: 3 clusters Score -1022876 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -1022884.250000 Penalty: 4720.585938
	Iteration 44Q: 3 clusters Score -1022884 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -1022897.750000 Penalty: 4720.585938
	Iteration 45Q: 3 clusters Score -1022898 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -1022909.625000 Penalty: 4720.585938
	Iteration 46Q: 3 clusters Score -1022910 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -1022915.625000 Penalty: 4720.585938
	Iteration 47Q: 3 clusters Score -1022916 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -1022925.750000 Penalty: 4720.585938
	Iteration 48Q: 3 clusters Score -1022926 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -1022939.375000 Penalty: 4720.585938
	Iteration 49Q: 3 clusters Score -1022939 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -1022947.000000 Penalty: 4720.585938
	Iteration 50Q: 3 clusters Score -1022947 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -1022964.187500 Penalty: 4720.585938
	Iteration 51Q: 3 clusters Score -1022964 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -1022969.000000 Penalty: 4720.585938
	Iteration 52Q: 3 clusters Score -1022969 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -1022975.312500 Penalty: 4720.585938
	Iteration 53Q: 3 clusters Score -1022975 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -1022981.562500 Penalty: 4720.585938
	Iteration 54Q: 3 clusters Score -1022982 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -1022983.000000 Penalty: 4720.585938
	Iteration 55Q: 3 clusters Score -1022983 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -1022986.250000 Penalty: 4720.585938
	Iteration 56Q: 3 clusters Score -1022986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -1022989.125000 Penalty: 4720.585938
	Iteration 57Q: 3 clusters Score -1022989 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -1022991.625000 Penalty: 4720.585938
	Iteration 58Q: 3 clusters Score -1022992 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -1022997.375000 Penalty: 4720.585938
	Iteration 59Q: 3 clusters Score -1022997 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -1023001.250000 Penalty: 4720.585938
	Iteration 60F: 3 clusters Score -1023001 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -1023009.125000 Penalty: 4720.585938
	Iteration 61Q: 3 clusters Score -1023009 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -1023016.000000 Penalty: 4720.585938
	Iteration 62Q: 3 clusters Score -1023016 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -1023019.062500 Penalty: 4720.585938
	Iteration 63Q: 3 clusters Score -1023019 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -1023023.250000 Penalty: 4720.585938
	Iteration 64Q: 3 clusters Score -1023023 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -1023024.812500 Penalty: 4720.585938
	Iteration 65Q: 3 clusters Score -1023025 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -1023029.250000 Penalty: 4720.585938
	Iteration 66Q: 3 clusters Score -1023029 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -1023033.625000 Penalty: 4720.585938
	Iteration 67Q: 3 clusters Score -1023034 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -1023039.187500 Penalty: 4720.585938
	Iteration 68Q: 3 clusters Score -1023039 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -1023045.562500 Penalty: 4720.585938
	Iteration 69Q: 3 clusters Score -1023046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -1023048.125000 Penalty: 4720.585938
	Iteration 70Q: 3 clusters Score -1023048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -1023051.437500 Penalty: 4720.585938
	Iteration 71Q: 3 clusters Score -1023051 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -1023052.812500 Penalty: 4720.585938
	Iteration 72Q: 3 clusters Score -1023053 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -1023053.125000 Penalty: 4720.585938
	Iteration 73Q: 3 clusters Score -1023053 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -1023058.687500 Penalty: 4720.585938
	Iteration 74Q: 3 clusters Score -1023059 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -1023061.062500 Penalty: 4720.585938
	Iteration 75Q: 3 clusters Score -1023061 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -1023062.687500 Penalty: 4720.585938
	Iteration 76Q: 3 clusters Score -1023063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -1023063.500000 Penalty: 4720.585938
	Iteration 77Q: 3 clusters Score -1023064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -1023061.812500 Penalty: 4720.585938
	Iteration 78Q: 3 clusters Score -1023062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -1023062.437500 Penalty: 4720.585938
	Iteration 79Q: 3 clusters Score -1023062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -1023064.937500 Penalty: 4720.585938
	Iteration 80F: 3 clusters Score -1023065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -1023064.250000 Penalty: 4720.585938
	Iteration 81Q: 3 clusters Score -1023064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -1023065.625000 Penalty: 4720.585938
	Iteration 82Q: 3 clusters Score -1023066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -1023065.625000 Penalty: 4720.585938
	Iteration 83F: 3 clusters Score -1023066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -2944651.000000 Penalty: 2613.686523
	Iteration 0F: 2 clusters Score -2944651 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18939 members 
Mstep: Class 2 contains 18823 members 
Entering Unmasked Estep 
Score: -2918970.500000 Penalty: 5227.373047
	Iteration 0F: 3 clusters Score -2918970 nChanged 17268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19095 members 
Mstep: Class 2 contains 18667 members 
Entering Unmasked Estep 
Score: -2928654.250000 Penalty: 5227.373047
	Iteration 1F: 3 clusters Score -2928654 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19153 members 
Mstep: Class 2 contains 18609 members 
Entering Unmasked Estep 
Score: -2929399.000000 Penalty: 5227.373047
	Iteration 2Q: 3 clusters Score -2929399 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19137 members 
Mstep: Class 2 contains 18625 members 
Entering Unmasked Estep 
Score: -2930136.000000 Penalty: 5227.373047
	Iteration 3Q: 3 clusters Score -2930136 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19136 members 
Mstep: Class 2 contains 18626 members 
Entering Unmasked Estep 
Score: -2930929.250000 Penalty: 5227.373047
	Iteration 4Q: 3 clusters Score -2930929 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19180 members 
Mstep: Class 2 contains 18582 members 
Entering Unmasked Estep 
Score: -2931757.500000 Penalty: 5227.373047
	Iteration 5Q: 3 clusters Score -2931758 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19197 members 
Mstep: Class 2 contains 18565 members 
Entering Unmasked Estep 
Score: -2932649.250000 Penalty: 5227.373047
	Iteration 6Q: 3 clusters Score -2932649 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19284 members 
Mstep: Class 2 contains 18478 members 
Entering Unmasked Estep 
Score: -2933615.500000 Penalty: 5227.373047
	Iteration 7Q: 3 clusters Score -2933616 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19481 members 
Mstep: Class 2 contains 18281 members 
Entering Unmasked Estep 
Score: -2934607.750000 Penalty: 5227.373047
	Iteration 8Q: 3 clusters Score -2934608 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19678 members 
Mstep: Class 2 contains 18084 members 
Entering Unmasked Estep 
Score: -2935510.750000 Penalty: 5227.373047
	Iteration 9Q: 3 clusters Score -2935511 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19848 members 
Mstep: Class 2 contains 17914 members 
Entering Unmasked Estep 
Score: -2936231.750000 Penalty: 5227.373047
	Iteration 10Q: 3 clusters Score -2936232 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19992 members 
Mstep: Class 2 contains 17770 members 
Entering Unmasked Estep 
Score: -2936764.750000 Penalty: 5227.373047
	Iteration 11Q: 3 clusters Score -2936765 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20154 members 
Mstep: Class 2 contains 17608 members 
Entering Unmasked Estep 
Score: -2937193.500000 Penalty: 5227.373047
	Iteration 12Q: 3 clusters Score -2937194 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20278 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -2937473.500000 Penalty: 5227.373047
	Iteration 13Q: 3 clusters Score -2937474 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20373 members 
Mstep: Class 2 contains 17389 members 
Entering Unmasked Estep 
Score: -2937684.000000 Penalty: 5227.373047
	Iteration 14Q: 3 clusters Score -2937684 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20399 members 
Mstep: Class 2 contains 17363 members 
Entering Unmasked Estep 
Score: -2937786.500000 Penalty: 5227.373047
	Iteration 15Q: 3 clusters Score -2937786 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20409 members 
Mstep: Class 2 contains 17353 members 
Entering Unmasked Estep 
Score: -2937850.000000 Penalty: 5227.373047
	Iteration 16Q: 3 clusters Score -2937850 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20424 members 
Mstep: Class 2 contains 17338 members 
Entering Unmasked Estep 
Score: -2937902.000000 Penalty: 5227.373047
	Iteration 17Q: 3 clusters Score -2937902 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20438 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -2937926.750000 Penalty: 5227.373047
	Iteration 18Q: 3 clusters Score -2937927 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20453 members 
Mstep: Class 2 contains 17309 members 
Entering Unmasked Estep 
Score: -2937948.500000 Penalty: 5227.373047
	Iteration 19Q: 3 clusters Score -2937948 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20449 members 
Mstep: Class 2 contains 17313 members 
Entering Unmasked Estep 
Score: -2937989.000000 Penalty: 5227.373047
	Iteration 20F: 3 clusters Score -2937989 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20416 members 
Mstep: Class 2 contains 17346 members 
Entering Unmasked Estep 
Score: -2938005.500000 Penalty: 5227.373047
	Iteration 21Q: 3 clusters Score -2938006 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20372 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
Score: -2938038.250000 Penalty: 5227.373047
	Iteration 22Q: 3 clusters Score -2938038 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20335 members 
Mstep: Class 2 contains 17427 members 
Entering Unmasked Estep 
Score: -2938054.000000 Penalty: 5227.373047
	Iteration 23Q: 3 clusters Score -2938054 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20287 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
Score: -2938083.750000 Penalty: 5227.373047
	Iteration 24Q: 3 clusters Score -2938084 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20239 members 
Mstep: Class 2 contains 17523 members 
Entering Unmasked Estep 
Score: -2938095.000000 Penalty: 5227.373047
	Iteration 25Q: 3 clusters Score -2938095 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20181 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -2938117.750000 Penalty: 5227.373047
	Iteration 26Q: 3 clusters Score -2938118 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20130 members 
Mstep: Class 2 contains 17632 members 
Entering Unmasked Estep 
Score: -2938137.750000 Penalty: 5227.373047
	Iteration 27Q: 3 clusters Score -2938138 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20091 members 
Mstep: Class 2 contains 17671 members 
Entering Unmasked Estep 
Score: -2938158.000000 Penalty: 5227.373047
	Iteration 28Q: 3 clusters Score -2938158 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20041 members 
Mstep: Class 2 contains 17721 members 
Entering Unmasked Estep 
Score: -2938169.750000 Penalty: 5227.373047
	Iteration 29Q: 3 clusters Score -2938170 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20013 members 
Mstep: Class 2 contains 17749 members 
Entering Unmasked Estep 
Score: -2938182.500000 Penalty: 5227.373047
	Iteration 30Q: 3 clusters Score -2938182 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19992 members 
Mstep: Class 2 contains 17770 members 
Entering Unmasked Estep 
Score: -2938193.500000 Penalty: 5227.373047
	Iteration 31Q: 3 clusters Score -2938194 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19976 members 
Mstep: Class 2 contains 17786 members 
Entering Unmasked Estep 
Score: -2938185.000000 Penalty: 5227.373047
	Iteration 32Q: 3 clusters Score -2938185 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19941 members 
Mstep: Class 2 contains 17821 members 
Entering Unmasked Estep 
Score: -2938190.000000 Penalty: 5227.373047
	Iteration 33Q: 3 clusters Score -2938190 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19911 members 
Mstep: Class 2 contains 17851 members 
Entering Unmasked Estep 
Score: -2938196.000000 Penalty: 5227.373047
	Iteration 34Q: 3 clusters Score -2938196 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19864 members 
Mstep: Class 2 contains 17898 members 
Entering Unmasked Estep 
Score: -2938201.500000 Penalty: 5227.373047
	Iteration 35Q: 3 clusters Score -2938202 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19838 members 
Mstep: Class 2 contains 17924 members 
Entering Unmasked Estep 
Score: -2938205.250000 Penalty: 5227.373047
	Iteration 36Q: 3 clusters Score -2938205 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19807 members 
Mstep: Class 2 contains 17955 members 
Entering Unmasked Estep 
Score: -2938207.500000 Penalty: 5227.373047
	Iteration 37Q: 3 clusters Score -2938208 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19790 members 
Mstep: Class 2 contains 17972 members 
Entering Unmasked Estep 
Score: -2938200.250000 Penalty: 5227.373047
	Iteration 38Q: 3 clusters Score -2938200 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19761 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -2938213.500000 Penalty: 5227.373047
	Iteration 39Q: 3 clusters Score -2938214 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19722 members 
Mstep: Class 2 contains 18040 members 
Entering Unmasked Estep 
Score: -2938216.500000 Penalty: 5227.373047
	Iteration 40F: 3 clusters Score -2938216 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19691 members 
Mstep: Class 2 contains 18071 members 
Entering Unmasked Estep 
Score: -2938224.750000 Penalty: 5227.373047
	Iteration 41Q: 3 clusters Score -2938225 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19654 members 
Mstep: Class 2 contains 18108 members 
Entering Unmasked Estep 
Score: -2938228.000000 Penalty: 5227.373047
	Iteration 42Q: 3 clusters Score -2938228 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19626 members 
Mstep: Class 2 contains 18136 members 
Entering Unmasked Estep 
Score: -2938231.250000 Penalty: 5227.373047
	Iteration 43Q: 3 clusters Score -2938231 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19595 members 
Mstep: Class 2 contains 18167 members 
Entering Unmasked Estep 
Score: -2938233.500000 Penalty: 5227.373047
	Iteration 44Q: 3 clusters Score -2938234 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19573 members 
Mstep: Class 2 contains 18189 members 
Entering Unmasked Estep 
Score: -2938242.500000 Penalty: 5227.373047
	Iteration 45Q: 3 clusters Score -2938242 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19545 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -2938248.000000 Penalty: 5227.373047
	Iteration 46Q: 3 clusters Score -2938248 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19519 members 
Mstep: Class 2 contains 18243 members 
Entering Unmasked Estep 
Score: -2938233.750000 Penalty: 5227.373047
	Iteration 47Q: 3 clusters Score -2938234 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19501 members 
Mstep: Class 2 contains 18261 members 
Entering Unmasked Estep 
Score: -2938239.000000 Penalty: 5227.373047
	Iteration 48Q: 3 clusters Score -2938239 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19482 members 
Mstep: Class 2 contains 18280 members 
Entering Unmasked Estep 
Score: -2938257.750000 Penalty: 5227.373047
	Iteration 49Q: 3 clusters Score -2938258 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19463 members 
Mstep: Class 2 contains 18299 members 
Entering Unmasked Estep 
Score: -2938256.750000 Penalty: 5227.373047
	Iteration 50Q: 3 clusters Score -2938257 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19434 members 
Mstep: Class 2 contains 18328 members 
Entering Unmasked Estep 
Score: -2938270.500000 Penalty: 5227.373047
	Iteration 51Q: 3 clusters Score -2938270 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19412 members 
Mstep: Class 2 contains 18350 members 
Entering Unmasked Estep 
Score: -2938260.500000 Penalty: 5227.373047
	Iteration 52Q: 3 clusters Score -2938260 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19390 members 
Mstep: Class 2 contains 18372 members 
Entering Unmasked Estep 
Score: -2938265.500000 Penalty: 5227.373047
	Iteration 53Q: 3 clusters Score -2938266 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19368 members 
Mstep: Class 2 contains 18394 members 
Entering Unmasked Estep 
Score: -2938266.500000 Penalty: 5227.373047
	Iteration 54Q: 3 clusters Score -2938266 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19345 members 
Mstep: Class 2 contains 18417 members 
Entering Unmasked Estep 
Score: -2938267.250000 Penalty: 5227.373047
	Iteration 55Q: 3 clusters Score -2938267 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19331 members 
Mstep: Class 2 contains 18431 members 
Entering Unmasked Estep 
Score: -2938265.250000 Penalty: 5227.373047
	Iteration 56Q: 3 clusters Score -2938265 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19314 members 
Mstep: Class 2 contains 18448 members 
Entering Unmasked Estep 
Score: -2938260.750000 Penalty: 5227.373047
	Iteration 57Q: 3 clusters Score -2938261 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19302 members 
Mstep: Class 2 contains 18460 members 
Entering Unmasked Estep 
Score: -2938266.750000 Penalty: 5227.373047
	Iteration 58Q: 3 clusters Score -2938267 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19292 members 
Mstep: Class 2 contains 18470 members 
Entering Unmasked Estep 
Score: -2938263.500000 Penalty: 5227.373047
	Iteration 59Q: 3 clusters Score -2938264 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19280 members 
Mstep: Class 2 contains 18482 members 
Entering Unmasked Estep 
Score: -2938266.250000 Penalty: 5227.373047
	Iteration 60F: 3 clusters Score -2938266 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19269 members 
Mstep: Class 2 contains 18493 members 
Entering Unmasked Estep 
Score: -2938274.750000 Penalty: 5227.373047
	Iteration 61Q: 3 clusters Score -2938275 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19258 members 
Mstep: Class 2 contains 18504 members 
Entering Unmasked Estep 
Score: -2938273.250000 Penalty: 5227.373047
	Iteration 62Q: 3 clusters Score -2938273 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19247 members 
Mstep: Class 2 contains 18515 members 
Entering Unmasked Estep 
Score: -2938273.250000 Penalty: 5227.373047
	Iteration 63Q: 3 clusters Score -2938273 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19235 members 
Mstep: Class 2 contains 18527 members 
Entering Unmasked Estep 
Score: -2938268.250000 Penalty: 5227.373047
	Iteration 64Q: 3 clusters Score -2938268 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19226 members 
Mstep: Class 2 contains 18536 members 
Entering Unmasked Estep 
Score: -2938274.500000 Penalty: 5227.373047
	Iteration 65Q: 3 clusters Score -2938274 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19218 members 
Mstep: Class 2 contains 18544 members 
Entering Unmasked Estep 
Score: -2938275.000000 Penalty: 5227.373047
	Iteration 66Q: 3 clusters Score -2938275 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19201 members 
Mstep: Class 2 contains 18561 members 
Entering Unmasked Estep 
Score: -2938280.500000 Penalty: 5227.373047
	Iteration 67Q: 3 clusters Score -2938280 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19192 members 
Mstep: Class 2 contains 18570 members 
Entering Unmasked Estep 
Score: -2938289.750000 Penalty: 5227.373047
	Iteration 68Q: 3 clusters Score -2938290 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19175 members 
Mstep: Class 2 contains 18587 members 
Entering Unmasked Estep 
Score: -2938287.500000 Penalty: 5227.373047
	Iteration 69Q: 3 clusters Score -2938288 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19145 members 
Mstep: Class 2 contains 18617 members 
Entering Unmasked Estep 
Score: -2938282.250000 Penalty: 5227.373047
	Iteration 70Q: 3 clusters Score -2938282 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19107 members 
Mstep: Class 2 contains 18655 members 
Entering Unmasked Estep 
Score: -2938289.750000 Penalty: 5227.373047
	Iteration 71Q: 3 clusters Score -2938290 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19078 members 
Mstep: Class 2 contains 18684 members 
Entering Unmasked Estep 
Score: -2938295.250000 Penalty: 5227.373047
	Iteration 72Q: 3 clusters Score -2938295 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19035 members 
Mstep: Class 2 contains 18727 members 
Entering Unmasked Estep 
Score: -2938294.500000 Penalty: 5227.373047
	Iteration 73Q: 3 clusters Score -2938294 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18987 members 
Mstep: Class 2 contains 18775 members 
Entering Unmasked Estep 
Score: -2938298.250000 Penalty: 5227.373047
	Iteration 74Q: 3 clusters Score -2938298 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18936 members 
Mstep: Class 2 contains 18826 members 
Entering Unmasked Estep 
Score: -2938295.000000 Penalty: 5227.373047
	Iteration 75Q: 3 clusters Score -2938295 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18886 members 
Mstep: Class 2 contains 18876 members 
Entering Unmasked Estep 
Score: -2938307.000000 Penalty: 5227.373047
	Iteration 76Q: 3 clusters Score -2938307 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18831 members 
Mstep: Class 2 contains 18931 members 
Entering Unmasked Estep 
Score: -2938309.250000 Penalty: 5227.373047
	Iteration 77Q: 3 clusters Score -2938309 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18780 members 
Mstep: Class 2 contains 18982 members 
Entering Unmasked Estep 
Score: -2938319.250000 Penalty: 5227.373047
	Iteration 78Q: 3 clusters Score -2938319 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18729 members 
Mstep: Class 2 contains 19033 members 
Entering Unmasked Estep 
Score: -2938322.250000 Penalty: 5227.373047
	Iteration 79Q: 3 clusters Score -2938322 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18685 members 
Mstep: Class 2 contains 19077 members 
Entering Unmasked Estep 
Score: -2938337.250000 Penalty: 5227.373047
	Iteration 80F: 3 clusters Score -2938337 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18639 members 
Mstep: Class 2 contains 19123 members 
Entering Unmasked Estep 
Score: -2938336.250000 Penalty: 5227.373047
	Iteration 81Q: 3 clusters Score -2938336 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18600 members 
Mstep: Class 2 contains 19162 members 
Entering Unmasked Estep 
Score: -2938337.750000 Penalty: 5227.373047
	Iteration 82Q: 3 clusters Score -2938338 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18556 members 
Mstep: Class 2 contains 19206 members 
Entering Unmasked Estep 
Score: -2938348.250000 Penalty: 5227.373047
	Iteration 83Q: 3 clusters Score -2938348 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18506 members 
Mstep: Class 2 contains 19256 members 
Entering Unmasked Estep 
Score: -2938349.750000 Penalty: 5227.373047
	Iteration 84Q: 3 clusters Score -2938350 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18468 members 
Mstep: Class 2 contains 19294 members 
Entering Unmasked Estep 
Score: -2938356.000000 Penalty: 5227.373047
	Iteration 85Q: 3 clusters Score -2938356 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18432 members 
Mstep: Class 2 contains 19330 members 
Entering Unmasked Estep 
Score: -2938360.250000 Penalty: 5227.373047
	Iteration 86Q: 3 clusters Score -2938360 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18386 members 
Mstep: Class 2 contains 19376 members 
Entering Unmasked Estep 
Score: -2938359.500000 Penalty: 5227.373047
	Iteration 87Q: 3 clusters Score -2938360 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18323 members 
Mstep: Class 2 contains 19439 members 
Entering Unmasked Estep 
Score: -2938371.500000 Penalty: 5227.373047
	Iteration 88Q: 3 clusters Score -2938372 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18242 members 
Mstep: Class 2 contains 19520 members 
Entering Unmasked Estep 
Score: -2938371.000000 Penalty: 5227.373047
	Iteration 89Q: 3 clusters Score -2938371 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18165 members 
Mstep: Class 2 contains 19597 members 
Entering Unmasked Estep 
Score: -2938369.250000 Penalty: 5227.373047
	Iteration 90Q: 3 clusters Score -2938369 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18072 members 
Mstep: Class 2 contains 19690 members 
Entering Unmasked Estep 
Score: -2938387.500000 Penalty: 5227.373047
	Iteration 91Q: 3 clusters Score -2938388 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17969 members 
Mstep: Class 2 contains 19793 members 
Entering Unmasked Estep 
Score: -2938400.000000 Penalty: 5227.373047
	Iteration 92Q: 3 clusters Score -2938400 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17842 members 
Mstep: Class 2 contains 19920 members 
Entering Unmasked Estep 
Score: -2938413.250000 Penalty: 5227.373047
	Iteration 93Q: 3 clusters Score -2938413 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17718 members 
Mstep: Class 2 contains 20044 members 
Entering Unmasked Estep 
Score: -2938433.500000 Penalty: 5227.373047
	Iteration 94Q: 3 clusters Score -2938434 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 20186 members 
Entering Unmasked Estep 
Score: -2938451.250000 Penalty: 5227.373047
	Iteration 95Q: 3 clusters Score -2938451 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17421 members 
Mstep: Class 2 contains 20341 members 
Entering Unmasked Estep 
Score: -2938479.250000 Penalty: 5227.373047
	Iteration 96Q: 3 clusters Score -2938479 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17249 members 
Mstep: Class 2 contains 20513 members 
Entering Unmasked Estep 
Score: -2938506.500000 Penalty: 5227.373047
	Iteration 97Q: 3 clusters Score -2938506 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17079 members 
Mstep: Class 2 contains 20683 members 
Entering Unmasked Estep 
Score: -2938531.000000 Penalty: 5227.373047
	Iteration 98Q: 3 clusters Score -2938531 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16879 members 
Mstep: Class 2 contains 20883 members 
Entering Unmasked Estep 
Score: -2938569.500000 Penalty: 5227.373047
	Iteration 99Q: 3 clusters Score -2938570 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16657 members 
Mstep: Class 2 contains 21105 members 
Entering Unmasked Estep 
Score: -2938603.000000 Penalty: 5227.373047
	Iteration 100F: 3 clusters Score -2938603 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 21333 members 
Entering Unmasked Estep 
Score: -2938643.500000 Penalty: 5227.373047
	Iteration 101Q: 3 clusters Score -2938644 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16201 members 
Mstep: Class 2 contains 21561 members 
Entering Unmasked Estep 
Score: -2938694.250000 Penalty: 5227.373047
	Iteration 102Q: 3 clusters Score -2938694 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15950 members 
Mstep: Class 2 contains 21812 members 
Entering Unmasked Estep 
Score: -2938711.500000 Penalty: 5227.373047
	Iteration 103Q: 3 clusters Score -2938712 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 22032 members 
Entering Unmasked Estep 
Score: -2938766.500000 Penalty: 5227.373047
	Iteration 104Q: 3 clusters Score -2938766 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 22269 members 
Entering Unmasked Estep 
Score: -2938810.750000 Penalty: 5227.373047
	Iteration 105Q: 3 clusters Score -2938811 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Mstep: Class 2 contains 22496 members 
Entering Unmasked Estep 
Score: -2938837.250000 Penalty: 5227.373047
	Iteration 106Q: 3 clusters Score -2938837 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 22718 members 
Entering Unmasked Estep 
Score: -2938897.750000 Penalty: 5227.373047
	Iteration 107Q: 3 clusters Score -2938898 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 22950 members 
Entering Unmasked Estep 
Score: -2938942.750000 Penalty: 5227.373047
	Iteration 108Q: 3 clusters Score -2938943 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 23201 members 
Entering Unmasked Estep 
Score: -2938979.000000 Penalty: 5227.373047
	Iteration 109Q: 3 clusters Score -2938979 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 23469 members 
Entering Unmasked Estep 
Score: -2939032.500000 Penalty: 5227.373047
	Iteration 110Q: 3 clusters Score -2939032 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 23746 members 
Entering Unmasked Estep 
Score: -2939082.000000 Penalty: 5227.373047
	Iteration 111Q: 3 clusters Score -2939082 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 24038 members 
Entering Unmasked Estep 
Score: -2939145.250000 Penalty: 5227.373047
	Iteration 112Q: 3 clusters Score -2939145 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 24314 members 
Entering Unmasked Estep 
Score: -2939195.000000 Penalty: 5227.373047
	Iteration 113Q: 3 clusters Score -2939195 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 24574 members 
Entering Unmasked Estep 
Score: -2939243.000000 Penalty: 5227.373047
	Iteration 114Q: 3 clusters Score -2939243 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 24853 members 
Entering Unmasked Estep 
Score: -2939290.250000 Penalty: 5227.373047
	Iteration 115Q: 3 clusters Score -2939290 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 25149 members 
Entering Unmasked Estep 
Score: -2939350.500000 Penalty: 5227.373047
	Iteration 116Q: 3 clusters Score -2939350 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 25441 members 
Entering Unmasked Estep 
Score: -2939420.750000 Penalty: 5227.373047
	Iteration 117Q: 3 clusters Score -2939421 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 25753 members 
Entering Unmasked Estep 
Score: -2939494.250000 Penalty: 5227.373047
	Iteration 118Q: 3 clusters Score -2939494 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 26082 members 
Entering Unmasked Estep 
Score: -2939551.750000 Penalty: 5227.373047
	Iteration 119Q: 3 clusters Score -2939552 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 26393 members 
Entering Unmasked Estep 
Score: -2939638.500000 Penalty: 5227.373047
	Iteration 120F: 3 clusters Score -2939638 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 26711 members 
Entering Unmasked Estep 
Score: -2939704.000000 Penalty: 5227.373047
	Iteration 121Q: 3 clusters Score -2939704 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 27063 members 
Entering Unmasked Estep 
Score: -2939800.000000 Penalty: 5227.373047
	Iteration 122Q: 3 clusters Score -2939800 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 27432 members 
Entering Unmasked Estep 
Score: -2939908.750000 Penalty: 5227.373047
	Iteration 123Q: 3 clusters Score -2939909 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 27803 members 
Entering Unmasked Estep 
Score: -2940031.750000 Penalty: 5227.373047
	Iteration 124Q: 3 clusters Score -2940032 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 28162 members 
Entering Unmasked Estep 
Score: -2940190.250000 Penalty: 5227.373047
	Iteration 125Q: 3 clusters Score -2940190 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 28531 members 
Entering Unmasked Estep 
Score: -2940400.250000 Penalty: 5227.373047
	Iteration 126Q: 3 clusters Score -2940400 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 28922 members 
Entering Unmasked Estep 
Score: -2940736.750000 Penalty: 5227.373047
	Iteration 127Q: 3 clusters Score -2940737 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 29293 members 
Entering Unmasked Estep 
Score: -2941112.250000 Penalty: 5227.373047
	Iteration 128Q: 3 clusters Score -2941112 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 29664 members 
Entering Unmasked Estep 
Score: -2941383.500000 Penalty: 5227.373047
	Iteration 129Q: 3 clusters Score -2941384 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 30003 members 
Entering Unmasked Estep 
Score: -2941587.750000 Penalty: 5227.373047
	Iteration 130Q: 3 clusters Score -2941588 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 30340 members 
Entering Unmasked Estep 
Score: -2941799.750000 Penalty: 5227.373047
	Iteration 131Q: 3 clusters Score -2941800 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 30654 members 
Entering Unmasked Estep 
Score: -2941952.000000 Penalty: 5227.373047
	Iteration 132Q: 3 clusters Score -2941952 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 30925 members 
Entering Unmasked Estep 
Score: -2942056.000000 Penalty: 5227.373047
	Iteration 133Q: 3 clusters Score -2942056 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 31166 members 
Entering Unmasked Estep 
Score: -2942153.250000 Penalty: 5227.373047
	Iteration 134Q: 3 clusters Score -2942153 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 31367 members 
Entering Unmasked Estep 
Score: -2942220.750000 Penalty: 5227.373047
	Iteration 135Q: 3 clusters Score -2942221 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 31561 members 
Entering Unmasked Estep 
Score: -2942266.750000 Penalty: 5227.373047
	Iteration 136Q: 3 clusters Score -2942267 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 31715 members 
Entering Unmasked Estep 
Score: -2942319.750000 Penalty: 5227.373047
	Iteration 137Q: 3 clusters Score -2942320 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 31845 members 
Entering Unmasked Estep 
Score: -2942342.250000 Penalty: 5227.373047
	Iteration 138Q: 3 clusters Score -2942342 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 31973 members 
Entering Unmasked Estep 
Score: -2942372.000000 Penalty: 5227.373047
	Iteration 139Q: 3 clusters Score -2942372 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 32095 members 
Entering Unmasked Estep 
Score: -2942397.000000 Penalty: 5227.373047
	Iteration 140F: 3 clusters Score -2942397 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 32218 members 
Entering Unmasked Estep 
Score: -2942427.750000 Penalty: 5227.373047
	Iteration 141Q: 3 clusters Score -2942428 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 32313 members 
Entering Unmasked Estep 
Score: -2942433.250000 Penalty: 5227.373047
	Iteration 142Q: 3 clusters Score -2942433 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 32405 members 
Entering Unmasked Estep 
Score: -2942457.750000 Penalty: 5227.373047
	Iteration 143Q: 3 clusters Score -2942458 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 32485 members 
Entering Unmasked Estep 
Score: -2942480.000000 Penalty: 5227.373047
	Iteration 144Q: 3 clusters Score -2942480 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 32563 members 
Entering Unmasked Estep 
Score: -2942492.000000 Penalty: 5227.373047
	Iteration 145Q: 3 clusters Score -2942492 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 32651 members 
Entering Unmasked Estep 
Score: -2942521.000000 Penalty: 5227.373047
	Iteration 146Q: 3 clusters Score -2942521 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 32732 members 
Entering Unmasked Estep 
Score: -2942527.000000 Penalty: 5227.373047
	Iteration 147Q: 3 clusters Score -2942527 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 32823 members 
Entering Unmasked Estep 
Score: -2942544.250000 Penalty: 5227.373047
	Iteration 148Q: 3 clusters Score -2942544 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 32918 members 
Entering Unmasked Estep 
Score: -2942550.750000 Penalty: 5227.373047
	Iteration 149Q: 3 clusters Score -2942551 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 32998 members 
Entering Unmasked Estep 
Score: -2942567.250000 Penalty: 5227.373047
	Iteration 150Q: 3 clusters Score -2942567 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 33076 members 
Entering Unmasked Estep 
Score: -2942591.750000 Penalty: 5227.373047
	Iteration 151Q: 3 clusters Score -2942592 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 33157 members 
Entering Unmasked Estep 
Score: -2942609.500000 Penalty: 5227.373047
	Iteration 152Q: 3 clusters Score -2942610 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 33241 members 
Entering Unmasked Estep 
Score: -2942626.000000 Penalty: 5227.373047
	Iteration 153Q: 3 clusters Score -2942626 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 33329 members 
Entering Unmasked Estep 
Score: -2942639.250000 Penalty: 5227.373047
	Iteration 154Q: 3 clusters Score -2942639 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 33417 members 
Entering Unmasked Estep 
Score: -2942670.000000 Penalty: 5227.373047
	Iteration 155Q: 3 clusters Score -2942670 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 33498 members 
Entering Unmasked Estep 
Score: -2942700.750000 Penalty: 5227.373047
	Iteration 156Q: 3 clusters Score -2942701 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 33578 members 
Entering Unmasked Estep 
Score: -2942726.000000 Penalty: 5227.373047
	Iteration 157Q: 3 clusters Score -2942726 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 33675 members 
Entering Unmasked Estep 
Score: -2942744.000000 Penalty: 5227.373047
	Iteration 158Q: 3 clusters Score -2942744 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 33750 members 
Entering Unmasked Estep 
Score: -2942772.250000 Penalty: 5227.373047
	Iteration 159Q: 3 clusters Score -2942772 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 33830 members 
Entering Unmasked Estep 
Score: -2942800.250000 Penalty: 5227.373047
	Iteration 160F: 3 clusters Score -2942800 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 33911 members 
Entering Unmasked Estep 
Score: -2942821.750000 Penalty: 5227.373047
	Iteration 161Q: 3 clusters Score -2942822 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 33978 members 
Entering Unmasked Estep 
Score: -2942840.750000 Penalty: 5227.373047
	Iteration 162Q: 3 clusters Score -2942841 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 34050 members 
Entering Unmasked Estep 
Score: -2942855.750000 Penalty: 5227.373047
	Iteration 163Q: 3 clusters Score -2942856 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 34107 members 
Entering Unmasked Estep 
Score: -2942864.500000 Penalty: 5227.373047
	Iteration 164Q: 3 clusters Score -2942864 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 34159 members 
Entering Unmasked Estep 
Score: -2942877.250000 Penalty: 5227.373047
	Iteration 165Q: 3 clusters Score -2942877 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 34206 members 
Entering Unmasked Estep 
Score: -2942886.750000 Penalty: 5227.373047
	Iteration 166Q: 3 clusters Score -2942887 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 34249 members 
Entering Unmasked Estep 
Score: -2942897.250000 Penalty: 5227.373047
	Iteration 167Q: 3 clusters Score -2942897 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 34287 members 
Entering Unmasked Estep 
Score: -2942903.250000 Penalty: 5227.373047
	Iteration 168Q: 3 clusters Score -2942903 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 34323 members 
Entering Unmasked Estep 
Score: -2942903.500000 Penalty: 5227.373047
	Iteration 169Q: 3 clusters Score -2942904 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 34353 members 
Entering Unmasked Estep 
Score: -2942914.500000 Penalty: 5227.373047
	Iteration 170Q: 3 clusters Score -2942914 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 34383 members 
Entering Unmasked Estep 
Score: -2942912.500000 Penalty: 5227.373047
	Iteration 171Q: 3 clusters Score -2942912 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 34404 members 
Entering Unmasked Estep 
Score: -2942904.750000 Penalty: 5227.373047
	Iteration 172Q: 3 clusters Score -2942905 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 34434 members 
Entering Unmasked Estep 
Score: -2942907.500000 Penalty: 5227.373047
	Iteration 173Q: 3 clusters Score -2942908 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 34463 members 
Entering Unmasked Estep 
Score: -2942917.500000 Penalty: 5227.373047
	Iteration 174Q: 3 clusters Score -2942918 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 34489 members 
Entering Unmasked Estep 
Score: -2942910.000000 Penalty: 5227.373047
	Iteration 175Q: 3 clusters Score -2942910 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 34509 members 
Entering Unmasked Estep 
Score: -2942914.750000 Penalty: 5227.373047
	Iteration 176Q: 3 clusters Score -2942915 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 34528 members 
Entering Unmasked Estep 
Score: -2942918.250000 Penalty: 5227.373047
	Iteration 177Q: 3 clusters Score -2942918 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 34558 members 
Entering Unmasked Estep 
Score: -2942934.500000 Penalty: 5227.373047
	Iteration 178Q: 3 clusters Score -2942934 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 34594 members 
Entering Unmasked Estep 
Score: -2942944.750000 Penalty: 5227.373047
	Iteration 179Q: 3 clusters Score -2942945 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 34635 members 
Entering Unmasked Estep 
Score: -2942946.250000 Penalty: 5227.373047
	Iteration 180F: 3 clusters Score -2942946 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 34670 members 
Entering Unmasked Estep 
Score: -2942947.000000 Penalty: 5227.373047
	Iteration 181Q: 3 clusters Score -2942947 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 34706 members 
Entering Unmasked Estep 
Score: -2942953.250000 Penalty: 5227.373047
	Iteration 182Q: 3 clusters Score -2942953 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 34743 members 
Entering Unmasked Estep 
Score: -2942962.250000 Penalty: 5227.373047
	Iteration 183Q: 3 clusters Score -2942962 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 34784 members 
Entering Unmasked Estep 
Score: -2942968.250000 Penalty: 5227.373047
	Iteration 184Q: 3 clusters Score -2942968 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 34816 members 
Entering Unmasked Estep 
Score: -2942977.250000 Penalty: 5227.373047
	Iteration 185Q: 3 clusters Score -2942977 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 34846 members 
Entering Unmasked Estep 
Score: -2942985.250000 Penalty: 5227.373047
	Iteration 186Q: 3 clusters Score -2942985 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 34867 members 
Entering Unmasked Estep 
Score: -2942988.000000 Penalty: 5227.373047
	Iteration 187Q: 3 clusters Score -2942988 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 34887 members 
Entering Unmasked Estep 
Score: -2942993.000000 Penalty: 5227.373047
	Iteration 188Q: 3 clusters Score -2942993 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 34900 members 
Entering Unmasked Estep 
Score: -2942992.500000 Penalty: 5227.373047
	Iteration 189Q: 3 clusters Score -2942992 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 34916 members 
Entering Unmasked Estep 
Score: -2942986.750000 Penalty: 5227.373047
	Iteration 190Q: 3 clusters Score -2942987 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 34927 members 
Entering Unmasked Estep 
Score: -2942991.250000 Penalty: 5227.373047
	Iteration 191Q: 3 clusters Score -2942991 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 34941 members 
Entering Unmasked Estep 
Score: -2942995.500000 Penalty: 5227.373047
	Iteration 192Q: 3 clusters Score -2942996 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 34951 members 
Entering Unmasked Estep 
Score: -2942999.500000 Penalty: 5227.373047
	Iteration 193Q: 3 clusters Score -2943000 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 34962 members 
Entering Unmasked Estep 
Score: -2942996.750000 Penalty: 5227.373047
	Iteration 194Q: 3 clusters Score -2942997 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 34977 members 
Entering Unmasked Estep 
Score: -2942999.250000 Penalty: 5227.373047
	Iteration 195Q: 3 clusters Score -2942999 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 34990 members 
Entering Unmasked Estep 
Score: -2943002.750000 Penalty: 5227.373047
	Iteration 196Q: 3 clusters Score -2943003 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 35002 members 
Entering Unmasked Estep 
Score: -2943010.500000 Penalty: 5227.373047
	Iteration 197Q: 3 clusters Score -2943010 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 35012 members 
Entering Unmasked Estep 
Score: -2943007.500000 Penalty: 5227.373047
	Iteration 198Q: 3 clusters Score -2943008 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 35027 members 
Entering Unmasked Estep 
Score: -2943011.750000 Penalty: 5227.373047
	Iteration 199Q: 3 clusters Score -2943012 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 35038 members 
Entering Unmasked Estep 
Score: -2943014.750000 Penalty: 5227.373047
	Iteration 200F: 3 clusters Score -2943015 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 35049 members 
Entering Unmasked Estep 
Score: -2943011.750000 Penalty: 5227.373047
	Iteration 201Q: 3 clusters Score -2943012 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 35057 members 
Entering Unmasked Estep 
Score: -2943013.000000 Penalty: 5227.373047
	Iteration 202Q: 3 clusters Score -2943013 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 35065 members 
Entering Unmasked Estep 
Score: -2943012.250000 Penalty: 5227.373047
	Iteration 203Q: 3 clusters Score -2943012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 35070 members 
Entering Unmasked Estep 
Score: -2943015.750000 Penalty: 5227.373047
	Iteration 204Q: 3 clusters Score -2943016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 35078 members 
Entering Unmasked Estep 
Score: -2943021.250000 Penalty: 5227.373047
	Iteration 205Q: 3 clusters Score -2943021 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 35088 members 
Entering Unmasked Estep 
Score: -2943031.000000 Penalty: 5227.373047
	Iteration 206Q: 3 clusters Score -2943031 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 35096 members 
Entering Unmasked Estep 
Score: -2943030.500000 Penalty: 5227.373047
	Iteration 207Q: 3 clusters Score -2943030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 35101 members 
Entering Unmasked Estep 
Score: -2943026.750000 Penalty: 5227.373047
	Iteration 208Q: 3 clusters Score -2943027 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 35106 members 
Entering Unmasked Estep 
Score: -2943023.250000 Penalty: 5227.373047
	Iteration 209Q: 3 clusters Score -2943023 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 35114 members 
Entering Unmasked Estep 
Score: -2943029.250000 Penalty: 5227.373047
	Iteration 210Q: 3 clusters Score -2943029 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 35122 members 
Entering Unmasked Estep 
Score: -2943035.250000 Penalty: 5227.373047
	Iteration 211Q: 3 clusters Score -2943035 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 35125 members 
Entering Unmasked Estep 
Score: -2943032.750000 Penalty: 5227.373047
	Iteration 212Q: 3 clusters Score -2943033 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 35130 members 
Entering Unmasked Estep 
Score: -2943030.750000 Penalty: 5227.373047
	Iteration 213Q: 3 clusters Score -2943031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 35133 members 
Entering Unmasked Estep 
Score: -2943032.000000 Penalty: 5227.373047
	Iteration 214Q: 3 clusters Score -2943032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 35135 members 
Entering Unmasked Estep 
Score: -2943029.000000 Penalty: 5227.373047
	Iteration 215Q: 3 clusters Score -2943029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 35136 members 
Entering Unmasked Estep 
Score: -2943027.750000 Penalty: 5227.373047
	Iteration 216Q: 3 clusters Score -2943028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 35136 members 
Entering Unmasked Estep 
Score: -2943027.750000 Penalty: 5227.373047
	Iteration 217F: 3 clusters Score -2943028 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Entering Unmasked Estep 
Score: -249257.140625 Penalty: 1979.300293
	Iteration 0F: 2 clusters Score -249257.1 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 1468 members 
Entering Unmasked Estep 
Score: -246016.390625 Penalty: 3958.600586
	Iteration 0F: 3 clusters Score -246016.4 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -246648.593750 Penalty: 3958.600586
	Iteration 1F: 3 clusters Score -246648.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -246771.968750 Penalty: 3958.600586
	Iteration 2F: 3 clusters Score -246772 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -246846.953125 Penalty: 3958.600586
	Iteration 3Q: 3 clusters Score -246847 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -246899.546875 Penalty: 3958.600586
	Iteration 4Q: 3 clusters Score -246899.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -246924.468750 Penalty: 3958.600586
	Iteration 5Q: 3 clusters Score -246924.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -246937.859375 Penalty: 3958.600586
	Iteration 6Q: 3 clusters Score -246937.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -246952.531250 Penalty: 3958.600586
	Iteration 7Q: 3 clusters Score -246952.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -246966.218750 Penalty: 3958.600586
	Iteration 8Q: 3 clusters Score -246966.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -246977.187500 Penalty: 3958.600586
	Iteration 9Q: 3 clusters Score -246977.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -246990.000000 Penalty: 3958.600586
	Iteration 10Q: 3 clusters Score -246990 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -247000.406250 Penalty: 3958.600586
	Iteration 11Q: 3 clusters Score -247000.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -247009.890625 Penalty: 3958.600586
	Iteration 12Q: 3 clusters Score -247009.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -247016.437500 Penalty: 3958.600586
	Iteration 13Q: 3 clusters Score -247016.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -247021.046875 Penalty: 3958.600586
	Iteration 14Q: 3 clusters Score -247021 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -247024.718750 Penalty: 3958.600586
	Iteration 15Q: 3 clusters Score -247024.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -247027.046875 Penalty: 3958.600586
	Iteration 16Q: 3 clusters Score -247027 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -247028.546875 Penalty: 3958.600586
	Iteration 17Q: 3 clusters Score -247028.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -247029.468750 Penalty: 3958.600586
	Iteration 18Q: 3 clusters Score -247029.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -247029.468750 Penalty: 3958.600586
	Iteration 19F: 3 clusters Score -247029.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Entering Unmasked Estep 
Score: -440922.843750 Penalty: 2141.958496
	Iteration 0F: 2 clusters Score -440922.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -436046.156250 Penalty: 4283.916992
	Iteration 0F: 3 clusters Score -436046.2 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -437241.875000 Penalty: 4283.916992
	Iteration 1F: 3 clusters Score -437241.9 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -437447.218750 Penalty: 4283.916992
	Iteration 2F: 3 clusters Score -437447.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -437569.437500 Penalty: 4283.916992
	Iteration 3Q: 3 clusters Score -437569.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -437654.656250 Penalty: 4283.916992
	Iteration 4Q: 3 clusters Score -437654.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -437719.125000 Penalty: 4283.916992
	Iteration 5Q: 3 clusters Score -437719.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -437780.312500 Penalty: 4283.916992
	Iteration 6Q: 3 clusters Score -437780.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -437841.937500 Penalty: 4283.916992
	Iteration 7Q: 3 clusters Score -437841.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -437909.875000 Penalty: 4283.916992
	Iteration 8Q: 3 clusters Score -437909.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -437988.937500 Penalty: 4283.916992
	Iteration 9Q: 3 clusters Score -437988.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -438086.000000 Penalty: 4283.916992
	Iteration 10Q: 3 clusters Score -438086 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -438184.687500 Penalty: 4283.916992
	Iteration 11Q: 3 clusters Score -438184.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -438284.593750 Penalty: 4283.916992
	Iteration 12Q: 3 clusters Score -438284.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -438404.750000 Penalty: 4283.916992
	Iteration 13Q: 3 clusters Score -438404.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -438545.500000 Penalty: 4283.916992
	Iteration 14Q: 3 clusters Score -438545.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -438662.937500 Penalty: 4283.916992
	Iteration 15Q: 3 clusters Score -438662.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -438751.156250 Penalty: 4283.916992
	Iteration 16Q: 3 clusters Score -438751.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -438829.312500 Penalty: 4283.916992
	Iteration 17Q: 3 clusters Score -438829.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -438888.750000 Penalty: 4283.916992
	Iteration 18Q: 3 clusters Score -438888.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -438927.656250 Penalty: 4283.916992
	Iteration 19Q: 3 clusters Score -438927.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -438954.187500 Penalty: 4283.916992
	Iteration 20F: 3 clusters Score -438954.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -438979.031250 Penalty: 4283.916992
	Iteration 21Q: 3 clusters Score -438979 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -439004.281250 Penalty: 4283.916992
	Iteration 22Q: 3 clusters Score -439004.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -439023.250000 Penalty: 4283.916992
	Iteration 23Q: 3 clusters Score -439023.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -439050.218750 Penalty: 4283.916992
	Iteration 24Q: 3 clusters Score -439050.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -439068.906250 Penalty: 4283.916992
	Iteration 25Q: 3 clusters Score -439068.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -439083.312500 Penalty: 4283.916992
	Iteration 26Q: 3 clusters Score -439083.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -439092.562500 Penalty: 4283.916992
	Iteration 27Q: 3 clusters Score -439092.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -439101.312500 Penalty: 4283.916992
	Iteration 28Q: 3 clusters Score -439101.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -439107.781250 Penalty: 4283.916992
	Iteration 29Q: 3 clusters Score -439107.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -439111.843750 Penalty: 4283.916992
	Iteration 30Q: 3 clusters Score -439111.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -439117.718750 Penalty: 4283.916992
	Iteration 31Q: 3 clusters Score -439117.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -439124.656250 Penalty: 4283.916992
	Iteration 32Q: 3 clusters Score -439124.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -439132.125000 Penalty: 4283.916992
	Iteration 33Q: 3 clusters Score -439132.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -439142.062500 Penalty: 4283.916992
	Iteration 34Q: 3 clusters Score -439142.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -439147.968750 Penalty: 4283.916992
	Iteration 35Q: 3 clusters Score -439148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -439150.843750 Penalty: 4283.916992
	Iteration 36Q: 3 clusters Score -439150.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -439152.187500 Penalty: 4283.916992
	Iteration 37Q: 3 clusters Score -439152.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -439154.937500 Penalty: 4283.916992
	Iteration 38Q: 3 clusters Score -439154.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -439158.500000 Penalty: 4283.916992
	Iteration 39Q: 3 clusters Score -439158.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -439159.968750 Penalty: 4283.916992
	Iteration 40F: 3 clusters Score -439160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -439163.343750 Penalty: 4283.916992
	Iteration 41Q: 3 clusters Score -439163.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -439167.468750 Penalty: 4283.916992
	Iteration 42Q: 3 clusters Score -439167.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -439173.093750 Penalty: 4283.916992
	Iteration 43Q: 3 clusters Score -439173.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -439180.000000 Penalty: 4283.916992
	Iteration 44Q: 3 clusters Score -439180 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -439185.593750 Penalty: 4283.916992
	Iteration 45Q: 3 clusters Score -439185.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -439189.156250 Penalty: 4283.916992
	Iteration 46Q: 3 clusters Score -439189.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -439190.687500 Penalty: 4283.916992
	Iteration 47Q: 3 clusters Score -439190.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -439192.437500 Penalty: 4283.916992
	Iteration 48Q: 3 clusters Score -439192.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -439194.812500 Penalty: 4283.916992
	Iteration 49Q: 3 clusters Score -439194.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -439194.531250 Penalty: 4283.916992
	Iteration 50Q: 3 clusters Score -439194.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -439194.531250 Penalty: 4283.916992
	Iteration 51F: 3 clusters Score -439194.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (11826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Entering Unmasked Estep 
Score: -924073.062500 Penalty: 2325.757812
	Iteration 0F: 2 clusters Score -924073.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -915227.062500 Penalty: 4651.515625
	Iteration 0F: 3 clusters Score -915227.1 nChanged 4993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -918018.812500 Penalty: 4651.515625
	Iteration 1F: 3 clusters Score -918018.8 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -918418.812500 Penalty: 4651.515625
	Iteration 2F: 3 clusters Score -918418.8 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -918755.062500 Penalty: 4651.515625
	Iteration 3F: 3 clusters Score -918755.1 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -919196.125000 Penalty: 4651.515625
	Iteration 4F: 3 clusters Score -919196.1 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -919768.562500 Penalty: 4651.515625
	Iteration 5F: 3 clusters Score -919768.6 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -920508.625000 Penalty: 4651.515625
	Iteration 6F: 3 clusters Score -920508.6 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -921302.062500 Penalty: 4651.515625
	Iteration 7F: 3 clusters Score -921302.1 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -922052.125000 Penalty: 4651.515625
	Iteration 8F: 3 clusters Score -922052.1 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -922658.875000 Penalty: 4651.515625
	Iteration 9Q: 3 clusters Score -922658.9 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -923148.125000 Penalty: 4651.515625
	Iteration 10Q: 3 clusters Score -923148.1 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -923495.250000 Penalty: 4651.515625
	Iteration 11Q: 3 clusters Score -923495.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -923697.625000 Penalty: 4651.515625
	Iteration 12Q: 3 clusters Score -923697.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -923812.812500 Penalty: 4651.515625
	Iteration 13Q: 3 clusters Score -923812.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -923886.187500 Penalty: 4651.515625
	Iteration 14Q: 3 clusters Score -923886.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -923942.437500 Penalty: 4651.515625
	Iteration 15Q: 3 clusters Score -923942.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -923992.750000 Penalty: 4651.515625
	Iteration 16Q: 3 clusters Score -923992.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -924026.687500 Penalty: 4651.515625
	Iteration 17Q: 3 clusters Score -924026.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -924045.125000 Penalty: 4651.515625
	Iteration 18Q: 3 clusters Score -924045.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -924056.500000 Penalty: 4651.515625
	Iteration 19Q: 3 clusters Score -924056.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -924069.312500 Penalty: 4651.515625
	Iteration 20F: 3 clusters Score -924069.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -924081.687500 Penalty: 4651.515625
	Iteration 21Q: 3 clusters Score -924081.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -924090.875000 Penalty: 4651.515625
	Iteration 22Q: 3 clusters Score -924090.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -924093.375000 Penalty: 4651.515625
	Iteration 23Q: 3 clusters Score -924093.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -924097.437500 Penalty: 4651.515625
	Iteration 24Q: 3 clusters Score -924097.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -924098.125000 Penalty: 4651.515625
	Iteration 25Q: 3 clusters Score -924098.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -924100.812500 Penalty: 4651.515625
	Iteration 26Q: 3 clusters Score -924100.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -924108.812500 Penalty: 4651.515625
	Iteration 27Q: 3 clusters Score -924108.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -924114.812500 Penalty: 4651.515625
	Iteration 28Q: 3 clusters Score -924114.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -924119.312500 Penalty: 4651.515625
	Iteration 29Q: 3 clusters Score -924119.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -924126.750000 Penalty: 4651.515625
	Iteration 30Q: 3 clusters Score -924126.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -924127.500000 Penalty: 4651.515625
	Iteration 31Q: 3 clusters Score -924127.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -924131.187500 Penalty: 4651.515625
	Iteration 32Q: 3 clusters Score -924131.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -924132.750000 Penalty: 4651.515625
	Iteration 33Q: 3 clusters Score -924132.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -924130.875000 Penalty: 4651.515625
	Iteration 34Q: 3 clusters Score -924130.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -924136.500000 Penalty: 4651.515625
	Iteration 35Q: 3 clusters Score -924136.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -924137.812500 Penalty: 4651.515625
	Iteration 36Q: 3 clusters Score -924137.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -924141.000000 Penalty: 4651.515625
	Iteration 37Q: 3 clusters Score -924141 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -924142.125000 Penalty: 4651.515625
	Iteration 38Q: 3 clusters Score -924142.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -924144.437500 Penalty: 4651.515625
	Iteration 39Q: 3 clusters Score -924144.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -924144.687500 Penalty: 4651.515625
	Iteration 40F: 3 clusters Score -924144.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -924147.437500 Penalty: 4651.515625
	Iteration 41Q: 3 clusters Score -924147.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -924151.437500 Penalty: 4651.515625
	Iteration 42Q: 3 clusters Score -924151.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -924154.812500 Penalty: 4651.515625
	Iteration 43Q: 3 clusters Score -924154.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -924154.312500 Penalty: 4651.515625
	Iteration 44Q: 3 clusters Score -924154.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -924154.875000 Penalty: 4651.515625
	Iteration 45Q: 3 clusters Score -924154.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -924156.250000 Penalty: 4651.515625
	Iteration 46Q: 3 clusters Score -924156.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -924157.750000 Penalty: 4651.515625
	Iteration 47Q: 3 clusters Score -924157.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -924161.312500 Penalty: 4651.515625
	Iteration 48Q: 3 clusters Score -924161.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -924158.437500 Penalty: 4651.515625
	Iteration 49Q: 3 clusters Score -924158.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -924162.312500 Penalty: 4651.515625
	Iteration 50Q: 3 clusters Score -924162.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -924162.125000 Penalty: 4651.515625
	Iteration 51Q: 3 clusters Score -924162.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -924165.250000 Penalty: 4651.515625
	Iteration 52Q: 3 clusters Score -924165.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -924167.812500 Penalty: 4651.515625
	Iteration 53Q: 3 clusters Score -924167.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -924170.937500 Penalty: 4651.515625
	Iteration 54Q: 3 clusters Score -924170.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -924171.812500 Penalty: 4651.515625
	Iteration 55Q: 3 clusters Score -924171.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -924174.000000 Penalty: 4651.515625
	Iteration 56Q: 3 clusters Score -924174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -924173.687500 Penalty: 4651.515625
	Iteration 57Q: 3 clusters Score -924173.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -924172.812500 Penalty: 4651.515625
	Iteration 58Q: 3 clusters Score -924172.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -924172.812500 Penalty: 4651.515625
	Iteration 59Q: 3 clusters Score -924172.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -924172.875000 Penalty: 4651.515625
	Iteration 60F: 3 clusters Score -924172.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74784 members 
Mstep: Class 2 contains 24280 members 
Mstep: Class 3 contains 3398 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 96172 members 
Mstep: Class 6 contains 153963 members 
Mstep: Class 7 contains 8591 members 
Mstep: Class 8 contains 8379 members 
Mstep: Class 9 contains 75890 members 
Mstep: Class 10 contains 61054 members 
Mstep: Class 11 contains 6248 members 
Mstep: Class 12 contains 13619 members 
Mstep: Class 13 contains 5799 members 
Mstep: Class 14 contains 22125 members 
Mstep: Class 15 contains 17030 members 
Mstep: Class 16 contains 13593 members 
Mstep: Class 17 contains 37762 members 
Mstep: Class 18 contains 2925 members 
Mstep: Class 19 contains 5636 members 
Mstep: Class 20 contains 3874 members 
Mstep: Class 21 contains 9814 members 
Mstep: Class 22 contains 10027 members 
Mstep: Class 23 contains 28624 members 
Mstep: Class 24 contains 526401 members 
Mstep: Class 25 contains 60455 members 
Mstep: Class 26 contains 6808 members 
Mstep: Class 27 contains 3469 members 
Mstep: Class 28 contains 69954 members 
Mstep: Class 29 contains 6136 members 
Mstep: Class 30 contains 16904 members 
Mstep: Class 31 contains 3337 members 
Mstep: Class 32 contains 23726 members 
Mstep: Class 33 contains 2760 members 
Mstep: Class 34 contains 48031 members 
Mstep: Class 35 contains 7952 members 
Entering Unmasked Estep 
Score: -111985176.000000 Penalty: 123221.835938
Splitting cluster 20 changes total score from -111985944.000000 to -111985176.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (9814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Entering Unmasked Estep 
Score: -799983.375000 Penalty: 2279.508301
	Iteration 0F: 2 clusters Score -799983.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -792445.000000 Penalty: 4559.016602
	Iteration 0F: 3 clusters Score -792445 nChanged 4032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -794728.750000 Penalty: 4559.016602
	Iteration 1F: 3 clusters Score -794728.8 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -795138.437500 Penalty: 4559.016602
	Iteration 2F: 3 clusters Score -795138.4 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -795521.812500 Penalty: 4559.016602
	Iteration 3F: 3 clusters Score -795521.8 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -795919.875000 Penalty: 4559.016602
	Iteration 4F: 3 clusters Score -795919.9 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -796347.937500 Penalty: 4559.016602
	Iteration 5F: 3 clusters Score -796347.9 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -796746.562500 Penalty: 4559.016602
	Iteration 6F: 3 clusters Score -796746.6 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -797089.875000 Penalty: 4559.016602
	Iteration 7F: 3 clusters Score -797089.9 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -797367.812500 Penalty: 4559.016602
	Iteration 8Q: 3 clusters Score -797367.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -797555.500000 Penalty: 4559.016602
	Iteration 9Q: 3 clusters Score -797555.5 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -797692.875000 Penalty: 4559.016602
	Iteration 10Q: 3 clusters Score -797692.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -797805.437500 Penalty: 4559.016602
	Iteration 11Q: 3 clusters Score -797805.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -797896.687500 Penalty: 4559.016602
	Iteration 12Q: 3 clusters Score -797896.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -797960.312500 Penalty: 4559.016602
	Iteration 13Q: 3 clusters Score -797960.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -798017.375000 Penalty: 4559.016602
	Iteration 14Q: 3 clusters Score -798017.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -798070.625000 Penalty: 4559.016602
	Iteration 15Q: 3 clusters Score -798070.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -798106.937500 Penalty: 4559.016602
	Iteration 16Q: 3 clusters Score -798106.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -798126.812500 Penalty: 4559.016602
	Iteration 17Q: 3 clusters Score -798126.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -798143.625000 Penalty: 4559.016602
	Iteration 18Q: 3 clusters Score -798143.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -798154.187500 Penalty: 4559.016602
	Iteration 19Q: 3 clusters Score -798154.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -798158.937500 Penalty: 4559.016602
	Iteration 20F: 3 clusters Score -798158.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -798165.875000 Penalty: 4559.016602
	Iteration 21Q: 3 clusters Score -798165.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -798172.625000 Penalty: 4559.016602
	Iteration 22Q: 3 clusters Score -798172.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -798176.375000 Penalty: 4559.016602
	Iteration 23Q: 3 clusters Score -798176.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -798180.875000 Penalty: 4559.016602
	Iteration 24Q: 3 clusters Score -798180.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -798185.250000 Penalty: 4559.016602
	Iteration 25Q: 3 clusters Score -798185.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -798186.687500 Penalty: 4559.016602
	Iteration 26Q: 3 clusters Score -798186.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -798188.562500 Penalty: 4559.016602
	Iteration 27Q: 3 clusters Score -798188.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -798191.875000 Penalty: 4559.016602
	Iteration 28Q: 3 clusters Score -798191.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -798194.500000 Penalty: 4559.016602
	Iteration 29Q: 3 clusters Score -798194.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -798198.250000 Penalty: 4559.016602
	Iteration 30Q: 3 clusters Score -798198.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -798201.875000 Penalty: 4559.016602
	Iteration 31Q: 3 clusters Score -798201.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -798202.875000 Penalty: 4559.016602
	Iteration 32Q: 3 clusters Score -798202.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -798204.062500 Penalty: 4559.016602
	Iteration 33Q: 3 clusters Score -798204.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -798204.750000 Penalty: 4559.016602
	Iteration 34Q: 3 clusters Score -798204.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -798203.937500 Penalty: 4559.016602
	Iteration 35Q: 3 clusters Score -798203.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -798203.937500 Penalty: 4559.016602
	Iteration 36Q: 3 clusters Score -798203.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -798206.312500 Penalty: 4559.016602
	Iteration 37Q: 3 clusters Score -798206.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -798206.375000 Penalty: 4559.016602
	Iteration 38Q: 3 clusters Score -798206.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -798206.187500 Penalty: 4559.016602
	Iteration 39Q: 3 clusters Score -798206.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -798206.187500 Penalty: 4559.016602
	Iteration 40F: 3 clusters Score -798206.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Entering Unmasked Estep 
Score: -754992.500000 Penalty: 2284.833008
	Iteration 0F: 2 clusters Score -754992.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -747283.250000 Penalty: 4569.666016
	Iteration 0F: 3 clusters Score -747283.2 nChanged 4213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -749525.375000 Penalty: 4569.666016
	Iteration 1F: 3 clusters Score -749525.4 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -749957.187500 Penalty: 4569.666016
	Iteration 2F: 3 clusters Score -749957.2 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -750378.562500 Penalty: 4569.666016
	Iteration 3F: 3 clusters Score -750378.6 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -750809.750000 Penalty: 4569.666016
	Iteration 4F: 3 clusters Score -750809.8 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -751245.062500 Penalty: 4569.666016
	Iteration 5F: 3 clusters Score -751245.1 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -751631.187500 Penalty: 4569.666016
	Iteration 6F: 3 clusters Score -751631.2 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -751991.312500 Penalty: 4569.666016
	Iteration 7Q: 3 clusters Score -751991.3 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -752320.937500 Penalty: 4569.666016
	Iteration 8Q: 3 clusters Score -752320.9 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -752652.250000 Penalty: 4569.666016
	Iteration 9Q: 3 clusters Score -752652.2 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -752907.312500 Penalty: 4569.666016
	Iteration 10Q: 3 clusters Score -752907.3 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -753093.375000 Penalty: 4569.666016
	Iteration 11Q: 3 clusters Score -753093.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -753242.562500 Penalty: 4569.666016
	Iteration 12Q: 3 clusters Score -753242.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -753354.937500 Penalty: 4569.666016
	Iteration 13Q: 3 clusters Score -753354.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -753433.375000 Penalty: 4569.666016
	Iteration 14Q: 3 clusters Score -753433.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -753499.125000 Penalty: 4569.666016
	Iteration 15Q: 3 clusters Score -753499.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -753541.625000 Penalty: 4569.666016
	Iteration 16Q: 3 clusters Score -753541.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -753573.500000 Penalty: 4569.666016
	Iteration 17Q: 3 clusters Score -753573.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -753606.375000 Penalty: 4569.666016
	Iteration 18Q: 3 clusters Score -753606.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -753637.687500 Penalty: 4569.666016
	Iteration 19Q: 3 clusters Score -753637.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -753668.250000 Penalty: 4569.666016
	Iteration 20F: 3 clusters Score -753668.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -753703.125000 Penalty: 4569.666016
	Iteration 21Q: 3 clusters Score -753703.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -753724.437500 Penalty: 4569.666016
	Iteration 22Q: 3 clusters Score -753724.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -753742.750000 Penalty: 4569.666016
	Iteration 23Q: 3 clusters Score -753742.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -753761.375000 Penalty: 4569.666016
	Iteration 24Q: 3 clusters Score -753761.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -753773.062500 Penalty: 4569.666016
	Iteration 25Q: 3 clusters Score -753773.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -753792.312500 Penalty: 4569.666016
	Iteration 26Q: 3 clusters Score -753792.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -753819.000000 Penalty: 4569.666016
	Iteration 27Q: 3 clusters Score -753819 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -753851.250000 Penalty: 4569.666016
	Iteration 28Q: 3 clusters Score -753851.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -753904.062500 Penalty: 4569.666016
	Iteration 29Q: 3 clusters Score -753904.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -753966.437500 Penalty: 4569.666016
	Iteration 30Q: 3 clusters Score -753966.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -754050.500000 Penalty: 4569.666016
	Iteration 31Q: 3 clusters Score -754050.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -754142.437500 Penalty: 4569.666016
	Iteration 32Q: 3 clusters Score -754142.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -754215.875000 Penalty: 4569.666016
	Iteration 33Q: 3 clusters Score -754215.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -754278.500000 Penalty: 4569.666016
	Iteration 34Q: 3 clusters Score -754278.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -754377.312500 Penalty: 4569.666016
	Iteration 35Q: 3 clusters Score -754377.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -754460.187500 Penalty: 4569.666016
	Iteration 36Q: 3 clusters Score -754460.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -754549.812500 Penalty: 4569.666016
	Iteration 37Q: 3 clusters Score -754549.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -754598.875000 Penalty: 4569.666016
	Iteration 38Q: 3 clusters Score -754598.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -754670.875000 Penalty: 4569.666016
	Iteration 39Q: 3 clusters Score -754670.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -754730.500000 Penalty: 4569.666016
	Iteration 40F: 3 clusters Score -754730.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -754749.875000 Penalty: 4569.666016
	Iteration 41Q: 3 clusters Score -754749.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -754755.312500 Penalty: 4569.666016
	Iteration 42Q: 3 clusters Score -754755.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -754759.187500 Penalty: 4569.666016
	Iteration 43Q: 3 clusters Score -754759.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -754759.750000 Penalty: 4569.666016
	Iteration 44Q: 3 clusters Score -754759.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -754760.062500 Penalty: 4569.666016
	Iteration 45Q: 3 clusters Score -754760.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -754761.562500 Penalty: 4569.666016
	Iteration 46Q: 3 clusters Score -754761.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -754761.000000 Penalty: 4569.666016
	Iteration 47Q: 3 clusters Score -754761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -754760.437500 Penalty: 4569.666016
	Iteration 48Q: 3 clusters Score -754760.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -754761.125000 Penalty: 4569.666016
	Iteration 49Q: 3 clusters Score -754761.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -754761.125000 Penalty: 4569.666016
	Iteration 50F: 3 clusters Score -754761.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (28624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28624 members 
Entering Unmasked Estep 
Score: -2204890.750000 Penalty: 2544.976318
	Iteration 0F: 2 clusters Score -2204891 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -2185246.250000 Penalty: 5089.952637
	Iteration 0F: 3 clusters Score -2185246 nChanged 12912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -2192350.750000 Penalty: 5089.952637
	Iteration 1F: 3 clusters Score -2192351 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -2192898.750000 Penalty: 5089.952637
	Iteration 2F: 3 clusters Score -2192899 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -2193499.750000 Penalty: 5089.952637
	Iteration 3Q: 3 clusters Score -2193500 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15797 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -2194160.000000 Penalty: 5089.952637
	Iteration 4Q: 3 clusters Score -2194160 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16395 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -2194967.750000 Penalty: 5089.952637
	Iteration 5F: 3 clusters Score -2194968 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -2195931.250000 Penalty: 5089.952637
	Iteration 6F: 3 clusters Score -2195931 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -2197030.250000 Penalty: 5089.952637
	Iteration 7F: 3 clusters Score -2197030 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19263 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -2198317.000000 Penalty: 5089.952637
	Iteration 8F: 3 clusters Score -2198317 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20377 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -2199669.000000 Penalty: 5089.952637
	Iteration 9F: 3 clusters Score -2199669 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21405 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -2200914.500000 Penalty: 5089.952637
	Iteration 10Q: 3 clusters Score -2200914 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22214 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -2201853.750000 Penalty: 5089.952637
	Iteration 11Q: 3 clusters Score -2201854 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22850 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -2202483.250000 Penalty: 5089.952637
	Iteration 12Q: 3 clusters Score -2202483 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23328 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -2202854.250000 Penalty: 5089.952637
	Iteration 13Q: 3 clusters Score -2202854 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23696 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -2203115.750000 Penalty: 5089.952637
	Iteration 14Q: 3 clusters Score -2203116 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24046 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -2203321.750000 Penalty: 5089.952637
	Iteration 15Q: 3 clusters Score -2203322 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24336 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -2203476.000000 Penalty: 5089.952637
	Iteration 16Q: 3 clusters Score -2203476 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24557 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -2203570.250000 Penalty: 5089.952637
	Iteration 17Q: 3 clusters Score -2203570 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24720 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -2203635.000000 Penalty: 5089.952637
	Iteration 18Q: 3 clusters Score -2203635 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24876 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -2203716.000000 Penalty: 5089.952637
	Iteration 19Q: 3 clusters Score -2203716 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25027 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -2203791.000000 Penalty: 5089.952637
	Iteration 20F: 3 clusters Score -2203791 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25180 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -2203859.500000 Penalty: 5089.952637
	Iteration 21Q: 3 clusters Score -2203860 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25316 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -2203942.500000 Penalty: 5089.952637
	Iteration 22Q: 3 clusters Score -2203942 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25454 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -2204018.750000 Penalty: 5089.952637
	Iteration 23Q: 3 clusters Score -2204019 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25573 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -2204118.000000 Penalty: 5089.952637
	Iteration 24Q: 3 clusters Score -2204118 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25687 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -2204208.000000 Penalty: 5089.952637
	Iteration 25Q: 3 clusters Score -2204208 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25783 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -2204288.000000 Penalty: 5089.952637
	Iteration 26Q: 3 clusters Score -2204288 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25846 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -2204333.000000 Penalty: 5089.952637
	Iteration 27Q: 3 clusters Score -2204333 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25888 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -2204350.250000 Penalty: 5089.952637
	Iteration 28Q: 3 clusters Score -2204350 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25918 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -2204371.750000 Penalty: 5089.952637
	Iteration 29Q: 3 clusters Score -2204372 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25945 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -2204379.750000 Penalty: 5089.952637
	Iteration 30Q: 3 clusters Score -2204380 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25968 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -2204386.500000 Penalty: 5089.952637
	Iteration 31Q: 3 clusters Score -2204386 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25982 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -2204393.000000 Penalty: 5089.952637
	Iteration 32Q: 3 clusters Score -2204393 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25999 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -2204396.250000 Penalty: 5089.952637
	Iteration 33Q: 3 clusters Score -2204396 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26014 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -2204400.250000 Penalty: 5089.952637
	Iteration 34Q: 3 clusters Score -2204400 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26024 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -2204400.250000 Penalty: 5089.952637
	Iteration 35Q: 3 clusters Score -2204400 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26034 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -2204409.500000 Penalty: 5089.952637
	Iteration 36Q: 3 clusters Score -2204410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26038 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -2204406.500000 Penalty: 5089.952637
	Iteration 37Q: 3 clusters Score -2204406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26041 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -2204409.750000 Penalty: 5089.952637
	Iteration 38Q: 3 clusters Score -2204410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26043 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -2204409.750000 Penalty: 5089.952637
	Iteration 39Q: 3 clusters Score -2204410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26044 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -2204407.750000 Penalty: 5089.952637
	Iteration 40F: 3 clusters Score -2204408 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (526401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526401 members 
Entering Unmasked Estep 
Score: -41454804.000000 Penalty: 3267.106934
	Iteration 0F: 2 clusters Score -4.14548e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263323 members 
Mstep: Class 2 contains 263078 members 
Entering Unmasked Estep 
Score: -41098828.000000 Penalty: 6534.213867
	Iteration 0F: 3 clusters Score -4.109883e+07 nChanged 256562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265965 members 
Mstep: Class 2 contains 260436 members 
Entering Unmasked Estep 
Score: -41254020.000000 Penalty: 6534.213867
	Iteration 1F: 3 clusters Score -4.125402e+07 nChanged 12866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267903 members 
Mstep: Class 2 contains 258498 members 
Entering Unmasked Estep 
Score: -41256624.000000 Penalty: 6534.213867
	Iteration 2Q: 3 clusters Score -4.125662e+07 nChanged 14988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271319 members 
Mstep: Class 2 contains 255082 members 
Entering Unmasked Estep 
Score: -41259944.000000 Penalty: 6534.213867
	Iteration 3Q: 3 clusters Score -4.125994e+07 nChanged 18082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277071 members 
Mstep: Class 2 contains 249330 members 
Entering Unmasked Estep 
Score: -41265660.000000 Penalty: 6534.213867
	Iteration 4Q: 3 clusters Score -4.126566e+07 nChanged 21907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286120 members 
Mstep: Class 2 contains 240281 members 
Entering Unmasked Estep 
Score: -41274324.000000 Penalty: 6534.213867
	Iteration 5Q: 3 clusters Score -4.127432e+07 nChanged 26624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299994 members 
Mstep: Class 2 contains 226407 members 
Entering Unmasked Estep 
Score: -41287600.000000 Penalty: 6534.213867
	Iteration 6F: 3 clusters Score -4.12876e+07 nChanged 31472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319342 members 
Mstep: Class 2 contains 207059 members 
Entering Unmasked Estep 
Score: -41306420.000000 Penalty: 6534.213867
	Iteration 7F: 3 clusters Score -4.130642e+07 nChanged 34860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342936 members 
Mstep: Class 2 contains 183465 members 
Entering Unmasked Estep 
Score: -41331860.000000 Penalty: 6534.213867
	Iteration 8F: 3 clusters Score -4.133186e+07 nChanged 34114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366474 members 
Mstep: Class 2 contains 159927 members 
Entering Unmasked Estep 
Score: -41358992.000000 Penalty: 6534.213867
	Iteration 9F: 3 clusters Score -4.135899e+07 nChanged 28183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385515 members 
Mstep: Class 2 contains 140886 members 
Entering Unmasked Estep 
Score: -41379480.000000 Penalty: 6534.213867
	Iteration 10F: 3 clusters Score -4.137948e+07 nChanged 20544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400511 members 
Mstep: Class 2 contains 125890 members 
Entering Unmasked Estep 
Score: -41391188.000000 Penalty: 6534.213867
	Iteration 11Q: 3 clusters Score -4.139119e+07 nChanged 14731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413652 members 
Mstep: Class 2 contains 112749 members 
Entering Unmasked Estep 
Score: -41398376.000000 Penalty: 6534.213867
	Iteration 12Q: 3 clusters Score -4.139838e+07 nChanged 12523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426093 members 
Mstep: Class 2 contains 100308 members 
Entering Unmasked Estep 
Score: -41404244.000000 Penalty: 6534.213867
	Iteration 13Q: 3 clusters Score -4.140424e+07 nChanged 12096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438189 members 
Mstep: Class 2 contains 88212 members 
Entering Unmasked Estep 
Score: -41410148.000000 Penalty: 6534.213867
	Iteration 14Q: 3 clusters Score -4.141015e+07 nChanged 11647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449834 members 
Mstep: Class 2 contains 76567 members 
Entering Unmasked Estep 
Score: -41416228.000000 Penalty: 6534.213867
	Iteration 15Q: 3 clusters Score -4.141623e+07 nChanged 11193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461025 members 
Mstep: Class 2 contains 65376 members 
Entering Unmasked Estep 
Score: -41422260.000000 Penalty: 6534.213867
	Iteration 16Q: 3 clusters Score -4.142226e+07 nChanged 10302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471327 members 
Mstep: Class 2 contains 55074 members 
Entering Unmasked Estep 
Score: -41427940.000000 Penalty: 6534.213867
	Iteration 17Q: 3 clusters Score -4.142794e+07 nChanged 9264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480589 members 
Mstep: Class 2 contains 45812 members 
Entering Unmasked Estep 
Score: -41433500.000000 Penalty: 6534.213867
	Iteration 18Q: 3 clusters Score -4.14335e+07 nChanged 8237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488824 members 
Mstep: Class 2 contains 37577 members 
Entering Unmasked Estep 
Score: -41438356.000000 Penalty: 6534.213867
	Iteration 19Q: 3 clusters Score -4.143836e+07 nChanged 6830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495650 members 
Mstep: Class 2 contains 30751 members 
Entering Unmasked Estep 
Score: -41441884.000000 Penalty: 6534.213867
	Iteration 20F: 3 clusters Score -4.144188e+07 nChanged 5549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501183 members 
Mstep: Class 2 contains 25218 members 
Entering Unmasked Estep 
Score: -41445248.000000 Penalty: 6534.213867
	Iteration 21Q: 3 clusters Score -4.144525e+07 nChanged 4384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505557 members 
Mstep: Class 2 contains 20844 members 
Entering Unmasked Estep 
Score: -41447692.000000 Penalty: 6534.213867
	Iteration 22Q: 3 clusters Score -4.144769e+07 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509107 members 
Mstep: Class 2 contains 17294 members 
Entering Unmasked Estep 
Score: -41449528.000000 Penalty: 6534.213867
	Iteration 23Q: 3 clusters Score -4.144953e+07 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511770 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -41450644.000000 Penalty: 6534.213867
	Iteration 24Q: 3 clusters Score -4.145064e+07 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513823 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -41451488.000000 Penalty: 6534.213867
	Iteration 25Q: 3 clusters Score -4.145149e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515357 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -41452188.000000 Penalty: 6534.213867
	Iteration 26Q: 3 clusters Score -4.145219e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516546 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -41452660.000000 Penalty: 6534.213867
	Iteration 27Q: 3 clusters Score -4.145266e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517473 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -41453224.000000 Penalty: 6534.213867
	Iteration 28Q: 3 clusters Score -4.145322e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518092 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -41453796.000000 Penalty: 6534.213867
	Iteration 29Q: 3 clusters Score -4.14538e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518518 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -41454512.000000 Penalty: 6534.213867
	Iteration 30Q: 3 clusters Score -4.145451e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518780 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -41454988.000000 Penalty: 6534.213867
	Iteration 31Q: 3 clusters Score -4.145499e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518887 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -41455272.000000 Penalty: 6534.213867
	Iteration 32Q: 3 clusters Score -4.145527e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518904 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -41455428.000000 Penalty: 6534.213867
	Iteration 33Q: 3 clusters Score -4.145543e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518874 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -41455564.000000 Penalty: 6534.213867
	Iteration 34Q: 3 clusters Score -4.145556e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518837 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -41455612.000000 Penalty: 6534.213867
	Iteration 35Q: 3 clusters Score -4.145561e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518784 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -41455616.000000 Penalty: 6534.213867
	Iteration 36Q: 3 clusters Score -4.145562e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518741 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -41455652.000000 Penalty: 6534.213867
	Iteration 37Q: 3 clusters Score -4.145565e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518708 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -41455656.000000 Penalty: 6534.213867
	Iteration 38Q: 3 clusters Score -4.145566e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518670 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -41455740.000000 Penalty: 6534.213867
	Iteration 39Q: 3 clusters Score -4.145574e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518632 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -41455756.000000 Penalty: 6534.213867
	Iteration 40F: 3 clusters Score -4.145576e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518604 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -41455804.000000 Penalty: 6534.213867
	Iteration 41Q: 3 clusters Score -4.14558e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518572 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -41455808.000000 Penalty: 6534.213867
	Iteration 42Q: 3 clusters Score -4.145581e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518560 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -41455792.000000 Penalty: 6534.213867
	Iteration 43Q: 3 clusters Score -4.145579e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518542 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -41455852.000000 Penalty: 6534.213867
	Iteration 44Q: 3 clusters Score -4.145585e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518526 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -41455824.000000 Penalty: 6534.213867
	Iteration 45Q: 3 clusters Score -4.145582e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518510 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -41455840.000000 Penalty: 6534.213867
	Iteration 46Q: 3 clusters Score -4.145584e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518502 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -41455812.000000 Penalty: 6534.213867
	Iteration 47Q: 3 clusters Score -4.145581e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518504 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -41455824.000000 Penalty: 6534.213867
	Iteration 48Q: 3 clusters Score -4.145582e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518502 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -41455844.000000 Penalty: 6534.213867
	Iteration 49Q: 3 clusters Score -4.145584e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518501 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -41455836.000000 Penalty: 6534.213867
	Iteration 50Q: 3 clusters Score -4.145584e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518501 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -41455824.000000 Penalty: 6534.213867
	Iteration 51Q: 3 clusters Score -4.145582e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518493 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -41455820.000000 Penalty: 6534.213867
	Iteration 52Q: 3 clusters Score -4.145582e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518490 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -41455796.000000 Penalty: 6534.213867
	Iteration 53Q: 3 clusters Score -4.14558e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518485 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -41455788.000000 Penalty: 6534.213867
	Iteration 54Q: 3 clusters Score -4.145579e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518482 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -41455788.000000 Penalty: 6534.213867
	Iteration 55Q: 3 clusters Score -4.145579e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518485 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -41455792.000000 Penalty: 6534.213867
	Iteration 56Q: 3 clusters Score -4.145579e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518485 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -41455804.000000 Penalty: 6534.213867
	Iteration 57Q: 3 clusters Score -4.14558e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518486 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -41455804.000000 Penalty: 6534.213867
	Iteration 58Q: 3 clusters Score -4.14558e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518485 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -41455816.000000 Penalty: 6534.213867
	Iteration 59Q: 3 clusters Score -4.145582e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518482 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -41455832.000000 Penalty: 6534.213867
	Iteration 60F: 3 clusters Score -4.145583e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518482 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -41455832.000000 Penalty: 6534.213867
	Iteration 61Q: 3 clusters Score -4.145583e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518484 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -41455840.000000 Penalty: 6534.213867
	Iteration 62Q: 3 clusters Score -4.145584e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518484 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -41455840.000000 Penalty: 6534.213867
	Iteration 63F: 3 clusters Score -4.145584e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74784 members 
Mstep: Class 2 contains 24280 members 
Mstep: Class 3 contains 3398 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 96172 members 
Mstep: Class 6 contains 153963 members 
Mstep: Class 7 contains 8591 members 
Mstep: Class 8 contains 8379 members 
Mstep: Class 9 contains 75890 members 
Mstep: Class 10 contains 61054 members 
Mstep: Class 11 contains 6248 members 
Mstep: Class 12 contains 13619 members 
Mstep: Class 13 contains 5799 members 
Mstep: Class 14 contains 22125 members 
Mstep: Class 15 contains 17030 members 
Mstep: Class 16 contains 13593 members 
Mstep: Class 17 contains 37762 members 
Mstep: Class 18 contains 2925 members 
Mstep: Class 19 contains 5636 members 
Mstep: Class 20 contains 11826 members 
Mstep: Class 21 contains 9814 members 
Mstep: Class 22 contains 10027 members 
Mstep: Class 23 contains 28624 members 
Mstep: Class 24 contains 518484 members 
Mstep: Class 25 contains 60455 members 
Mstep: Class 26 contains 6808 members 
Mstep: Class 27 contains 3469 members 
Mstep: Class 28 contains 69954 members 
Mstep: Class 29 contains 6136 members 
Mstep: Class 30 contains 16904 members 
Mstep: Class 31 contains 3337 members 
Mstep: Class 32 contains 23726 members 
Mstep: Class 33 contains 2760 members 
Mstep: Class 34 contains 48031 members 
Mstep: Class 35 contains 7917 members 
Entering Unmasked Estep 
Score: -111986672.000000 Penalty: 123221.835938
Splitting cluster 24 changes total score from -111985944.000000 to -111986672.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 25 (60455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60455 members 
Entering Unmasked Estep 
Score: -4731657.000000 Penalty: 2730.394531
	Iteration 0F: 2 clusters Score -4731657 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30343 members 
Mstep: Class 2 contains 30112 members 
Entering Unmasked Estep 
Score: -4691009.000000 Penalty: 5460.789062
	Iteration 0F: 3 clusters Score -4691009 nChanged 28138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31965 members 
Mstep: Class 2 contains 28490 members 
Entering Unmasked Estep 
Score: -4706747.500000 Penalty: 5460.789062
	Iteration 1F: 3 clusters Score -4706748 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32892 members 
Mstep: Class 2 contains 27563 members 
Entering Unmasked Estep 
Score: -4707508.000000 Penalty: 5460.789062
	Iteration 2Q: 3 clusters Score -4707508 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34292 members 
Mstep: Class 2 contains 26163 members 
Entering Unmasked Estep 
Score: -4708359.000000 Penalty: 5460.789062
	Iteration 3Q: 3 clusters Score -4708359 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36386 members 
Mstep: Class 2 contains 24069 members 
Entering Unmasked Estep 
Score: -4709591.000000 Penalty: 5460.789062
	Iteration 4Q: 3 clusters Score -4709591 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39182 members 
Mstep: Class 2 contains 21273 members 
Entering Unmasked Estep 
Score: -4711337.500000 Penalty: 5460.789062
	Iteration 5F: 3 clusters Score -4711338 nChanged 4027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42855 members 
Mstep: Class 2 contains 17600 members 
Entering Unmasked Estep 
Score: -4714009.000000 Penalty: 5460.789062
	Iteration 6F: 3 clusters Score -4714009 nChanged 4637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47310 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -4717784.500000 Penalty: 5460.789062
	Iteration 7F: 3 clusters Score -4717784 nChanged 4714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51952 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -4722139.000000 Penalty: 5460.789062
	Iteration 8F: 3 clusters Score -4722139 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55664 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -4725627.000000 Penalty: 5460.789062
	Iteration 9F: 3 clusters Score -4725627 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57946 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -4727686.500000 Penalty: 5460.789062
	Iteration 10Q: 3 clusters Score -4727686 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59054 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -4728602.500000 Penalty: 5460.789062
	Iteration 11Q: 3 clusters Score -4728602 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59554 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -4729032.500000 Penalty: 5460.789062
	Iteration 12Q: 3 clusters Score -4729032 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59754 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -4729186.500000 Penalty: 5460.789062
	Iteration 13Q: 3 clusters Score -4729186 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59842 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -4729256.000000 Penalty: 5460.789062
	Iteration 14Q: 3 clusters Score -4729256 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59885 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -4729288.000000 Penalty: 5460.789062
	Iteration 15Q: 3 clusters Score -4729288 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59915 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -4729330.500000 Penalty: 5460.789062
	Iteration 16Q: 3 clusters Score -4729330 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59940 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -4729367.000000 Penalty: 5460.789062
	Iteration 17Q: 3 clusters Score -4729367 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59958 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -4729388.500000 Penalty: 5460.789062
	Iteration 18Q: 3 clusters Score -4729388 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59968 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -4729409.000000 Penalty: 5460.789062
	Iteration 19Q: 3 clusters Score -4729409 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59976 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -4729412.000000 Penalty: 5460.789062
	Iteration 20F: 3 clusters Score -4729412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59982 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -4729418.000000 Penalty: 5460.789062
	Iteration 21Q: 3 clusters Score -4729418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59985 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -4729425.000000 Penalty: 5460.789062
	Iteration 22Q: 3 clusters Score -4729425 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59989 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -4729423.000000 Penalty: 5460.789062
	Iteration 23Q: 3 clusters Score -4729423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59992 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -4729421.500000 Penalty: 5460.789062
	Iteration 24Q: 3 clusters Score -4729422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59993 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -4729428.000000 Penalty: 5460.789062
	Iteration 25Q: 3 clusters Score -4729428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59993 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -4729428.000000 Penalty: 5460.789062
	Iteration 26Q: 3 clusters Score -4729428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59993 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -4729428.000000 Penalty: 5460.789062
	Iteration 27Q: 3 clusters Score -4729428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59993 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -4729428.000000 Penalty: 5460.789062
	Iteration 28F: 3 clusters Score -4729428 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Entering Unmasked Estep 
Score: -516355.281250 Penalty: 2188.811523
	Iteration 0F: 2 clusters Score -516355.3 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 3419 members 
Entering Unmasked Estep 
Score: -510694.406250 Penalty: 4377.623047
	Iteration 0F: 3 clusters Score -510694.4 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -512163.343750 Penalty: 4377.623047
	Iteration 1F: 3 clusters Score -512163.3 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -512497.218750 Penalty: 4377.623047
	Iteration 2F: 3 clusters Score -512497.2 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -512710.593750 Penalty: 4377.623047
	Iteration 3F: 3 clusters Score -512710.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -512870.250000 Penalty: 4377.623047
	Iteration 4Q: 3 clusters Score -512870.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -513022.500000 Penalty: 4377.623047
	Iteration 5Q: 3 clusters Score -513022.5 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -513187.875000 Penalty: 4377.623047
	Iteration 6Q: 3 clusters Score -513187.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -513365.312500 Penalty: 4377.623047
	Iteration 7Q: 3 clusters Score -513365.3 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -513544.218750 Penalty: 4377.623047
	Iteration 8Q: 3 clusters Score -513544.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -513714.281250 Penalty: 4377.623047
	Iteration 9Q: 3 clusters Score -513714.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -513874.531250 Penalty: 4377.623047
	Iteration 10Q: 3 clusters Score -513874.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -514005.125000 Penalty: 4377.623047
	Iteration 11Q: 3 clusters Score -514005.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -514139.312500 Penalty: 4377.623047
	Iteration 12Q: 3 clusters Score -514139.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -514274.531250 Penalty: 4377.623047
	Iteration 13Q: 3 clusters Score -514274.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -514394.187500 Penalty: 4377.623047
	Iteration 14Q: 3 clusters Score -514394.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -514505.000000 Penalty: 4377.623047
	Iteration 15Q: 3 clusters Score -514505 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -514609.406250 Penalty: 4377.623047
	Iteration 16Q: 3 clusters Score -514609.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -514695.718750 Penalty: 4377.623047
	Iteration 17Q: 3 clusters Score -514695.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -514764.937500 Penalty: 4377.623047
	Iteration 18Q: 3 clusters Score -514764.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -514808.343750 Penalty: 4377.623047
	Iteration 19Q: 3 clusters Score -514808.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -514842.968750 Penalty: 4377.623047
	Iteration 20F: 3 clusters Score -514843 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -514856.875000 Penalty: 4377.623047
	Iteration 21Q: 3 clusters Score -514856.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -514863.062500 Penalty: 4377.623047
	Iteration 22Q: 3 clusters Score -514863.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -514868.468750 Penalty: 4377.623047
	Iteration 23Q: 3 clusters Score -514868.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -514874.031250 Penalty: 4377.623047
	Iteration 24Q: 3 clusters Score -514874 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -514876.343750 Penalty: 4377.623047
	Iteration 25Q: 3 clusters Score -514876.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -514879.031250 Penalty: 4377.623047
	Iteration 26Q: 3 clusters Score -514879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -514878.562500 Penalty: 4377.623047
	Iteration 27Q: 3 clusters Score -514878.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -514878.968750 Penalty: 4377.623047
	Iteration 28Q: 3 clusters Score -514879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -514879.156250 Penalty: 4377.623047
	Iteration 29Q: 3 clusters Score -514879.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -514879.968750 Penalty: 4377.623047
	Iteration 30Q: 3 clusters Score -514880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -514879.937500 Penalty: 4377.623047
	Iteration 31Q: 3 clusters Score -514879.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -514880.875000 Penalty: 4377.623047
	Iteration 32Q: 3 clusters Score -514880.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -514881.812500 Penalty: 4377.623047
	Iteration 33Q: 3 clusters Score -514881.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -514883.125000 Penalty: 4377.623047
	Iteration 34Q: 3 clusters Score -514883.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -514883.468750 Penalty: 4377.623047
	Iteration 35Q: 3 clusters Score -514883.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -514886.062500 Penalty: 4377.623047
	Iteration 36Q: 3 clusters Score -514886.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -514888.093750 Penalty: 4377.623047
	Iteration 37Q: 3 clusters Score -514888.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -514888.531250 Penalty: 4377.623047
	Iteration 38Q: 3 clusters Score -514888.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -514890.531250 Penalty: 4377.623047
	Iteration 39Q: 3 clusters Score -514890.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -514893.781250 Penalty: 4377.623047
	Iteration 40F: 3 clusters Score -514893.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -514893.187500 Penalty: 4377.623047
	Iteration 41Q: 3 clusters Score -514893.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -514895.093750 Penalty: 4377.623047
	Iteration 42Q: 3 clusters Score -514895.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -514894.250000 Penalty: 4377.623047
	Iteration 43Q: 3 clusters Score -514894.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -514896.375000 Penalty: 4377.623047
	Iteration 44Q: 3 clusters Score -514896.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -514895.812500 Penalty: 4377.623047
	Iteration 45Q: 3 clusters Score -514895.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -514897.437500 Penalty: 4377.623047
	Iteration 46Q: 3 clusters Score -514897.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -514898.406250 Penalty: 4377.623047
	Iteration 47Q: 3 clusters Score -514898.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -514899.875000 Penalty: 4377.623047
	Iteration 48Q: 3 clusters Score -514899.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -514902.125000 Penalty: 4377.623047
	Iteration 49Q: 3 clusters Score -514902.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -514902.625000 Penalty: 4377.623047
	Iteration 50Q: 3 clusters Score -514902.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -514904.062500 Penalty: 4377.623047
	Iteration 51Q: 3 clusters Score -514904.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -514908.312500 Penalty: 4377.623047
	Iteration 52Q: 3 clusters Score -514908.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -514911.000000 Penalty: 4377.623047
	Iteration 53Q: 3 clusters Score -514911 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -514914.312500 Penalty: 4377.623047
	Iteration 54Q: 3 clusters Score -514914.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -514918.093750 Penalty: 4377.623047
	Iteration 55Q: 3 clusters Score -514918.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -514920.843750 Penalty: 4377.623047
	Iteration 56Q: 3 clusters Score -514920.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -514922.062500 Penalty: 4377.623047
	Iteration 57Q: 3 clusters Score -514922.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -514922.625000 Penalty: 4377.623047
	Iteration 58Q: 3 clusters Score -514922.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -514925.218750 Penalty: 4377.623047
	Iteration 59Q: 3 clusters Score -514925.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -514928.187500 Penalty: 4377.623047
	Iteration 60F: 3 clusters Score -514928.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -514931.218750 Penalty: 4377.623047
	Iteration 61Q: 3 clusters Score -514931.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -514933.031250 Penalty: 4377.623047
	Iteration 62Q: 3 clusters Score -514933 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -514935.468750 Penalty: 4377.623047
	Iteration 63Q: 3 clusters Score -514935.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -514938.125000 Penalty: 4377.623047
	Iteration 64Q: 3 clusters Score -514938.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -514940.125000 Penalty: 4377.623047
	Iteration 65Q: 3 clusters Score -514940.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -514942.937500 Penalty: 4377.623047
	Iteration 66Q: 3 clusters Score -514942.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -514943.906250 Penalty: 4377.623047
	Iteration 67Q: 3 clusters Score -514943.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -514945.781250 Penalty: 4377.623047
	Iteration 68Q: 3 clusters Score -514945.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -514948.281250 Penalty: 4377.623047
	Iteration 69Q: 3 clusters Score -514948.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -514950.375000 Penalty: 4377.623047
	Iteration 70Q: 3 clusters Score -514950.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -514950.312500 Penalty: 4377.623047
	Iteration 71Q: 3 clusters Score -514950.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -514950.062500 Penalty: 4377.623047
	Iteration 72Q: 3 clusters Score -514950.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -514951.656250 Penalty: 4377.623047
	Iteration 73Q: 3 clusters Score -514951.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -514953.156250 Penalty: 4377.623047
	Iteration 74Q: 3 clusters Score -514953.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -514953.437500 Penalty: 4377.623047
	Iteration 75Q: 3 clusters Score -514953.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -514954.031250 Penalty: 4377.623047
	Iteration 76Q: 3 clusters Score -514954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -514955.281250 Penalty: 4377.623047
	Iteration 77Q: 3 clusters Score -514955.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -514956.875000 Penalty: 4377.623047
	Iteration 78Q: 3 clusters Score -514956.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -514957.281250 Penalty: 4377.623047
	Iteration 79Q: 3 clusters Score -514957.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -514959.250000 Penalty: 4377.623047
	Iteration 80F: 3 clusters Score -514959.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -514959.812500 Penalty: 4377.623047
	Iteration 81Q: 3 clusters Score -514959.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -514961.906250 Penalty: 4377.623047
	Iteration 82Q: 3 clusters Score -514961.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -514963.343750 Penalty: 4377.623047
	Iteration 83Q: 3 clusters Score -514963.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -514962.187500 Penalty: 4377.623047
	Iteration 84Q: 3 clusters Score -514962.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -514963.125000 Penalty: 4377.623047
	Iteration 85Q: 3 clusters Score -514963.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -514965.031250 Penalty: 4377.623047
	Iteration 86Q: 3 clusters Score -514965 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -514965.500000 Penalty: 4377.623047
	Iteration 87Q: 3 clusters Score -514965.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -514966.375000 Penalty: 4377.623047
	Iteration 88Q: 3 clusters Score -514966.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -514966.156250 Penalty: 4377.623047
	Iteration 89Q: 3 clusters Score -514966.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -514966.718750 Penalty: 4377.623047
	Iteration 90Q: 3 clusters Score -514966.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -514966.718750 Penalty: 4377.623047
	Iteration 91F: 3 clusters Score -514966.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Entering Unmasked Estep 
Score: -259566.265625 Penalty: 2021.602173
	Iteration 0F: 2 clusters Score -259566.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -256050.078125 Penalty: 4043.204346
	Iteration 0F: 3 clusters Score -256050.1 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -256902.859375 Penalty: 4043.204346
	Iteration 1F: 3 clusters Score -256902.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -257133.390625 Penalty: 4043.204346
	Iteration 2F: 3 clusters Score -257133.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -257275.000000 Penalty: 4043.204346
	Iteration 3F: 3 clusters Score -257275 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -257352.953125 Penalty: 4043.204346
	Iteration 4Q: 3 clusters Score -257353 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -257402.812500 Penalty: 4043.204346
	Iteration 5Q: 3 clusters Score -257402.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -257434.578125 Penalty: 4043.204346
	Iteration 6Q: 3 clusters Score -257434.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -257457.546875 Penalty: 4043.204346
	Iteration 7Q: 3 clusters Score -257457.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -257476.468750 Penalty: 4043.204346
	Iteration 8Q: 3 clusters Score -257476.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -257491.796875 Penalty: 4043.204346
	Iteration 9Q: 3 clusters Score -257491.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -257508.437500 Penalty: 4043.204346
	Iteration 10Q: 3 clusters Score -257508.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -257523.796875 Penalty: 4043.204346
	Iteration 11Q: 3 clusters Score -257523.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -257534.015625 Penalty: 4043.204346
	Iteration 12Q: 3 clusters Score -257534 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -257540.828125 Penalty: 4043.204346
	Iteration 13Q: 3 clusters Score -257540.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -257550.031250 Penalty: 4043.204346
	Iteration 14Q: 3 clusters Score -257550 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -257559.453125 Penalty: 4043.204346
	Iteration 15Q: 3 clusters Score -257559.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -257568.765625 Penalty: 4043.204346
	Iteration 16Q: 3 clusters Score -257568.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -257582.203125 Penalty: 4043.204346
	Iteration 17Q: 3 clusters Score -257582.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -257589.359375 Penalty: 4043.204346
	Iteration 18Q: 3 clusters Score -257589.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -257593.187500 Penalty: 4043.204346
	Iteration 19Q: 3 clusters Score -257593.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -257597.765625 Penalty: 4043.204346
	Iteration 20F: 3 clusters Score -257597.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -257602.437500 Penalty: 4043.204346
	Iteration 21Q: 3 clusters Score -257602.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -257606.796875 Penalty: 4043.204346
	Iteration 22Q: 3 clusters Score -257606.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -257611.078125 Penalty: 4043.204346
	Iteration 23Q: 3 clusters Score -257611.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -257613.078125 Penalty: 4043.204346
	Iteration 24Q: 3 clusters Score -257613.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -257616.109375 Penalty: 4043.204346
	Iteration 25Q: 3 clusters Score -257616.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -257619.375000 Penalty: 4043.204346
	Iteration 26Q: 3 clusters Score -257619.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -257620.750000 Penalty: 4043.204346
	Iteration 27Q: 3 clusters Score -257620.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -257621.390625 Penalty: 4043.204346
	Iteration 28Q: 3 clusters Score -257621.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -257621.390625 Penalty: 4043.204346
	Iteration 29F: 3 clusters Score -257621.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (69954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69954 members 
Entering Unmasked Estep 
Score: -5675223.500000 Penalty: 2766.587158
	Iteration 0F: 2 clusters Score -5675224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34884 members 
Mstep: Class 2 contains 35070 members 
Entering Unmasked Estep 
Score: -5628354.500000 Penalty: 5533.174316
	Iteration 0F: 3 clusters Score -5628354 nChanged 32801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33789 members 
Mstep: Class 2 contains 36165 members 
Entering Unmasked Estep 
Score: -5646906.500000 Penalty: 5533.174316
	Iteration 1F: 3 clusters Score -5646906 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33078 members 
Mstep: Class 2 contains 36876 members 
Entering Unmasked Estep 
Score: -5647471.500000 Penalty: 5533.174316
	Iteration 2Q: 3 clusters Score -5647472 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31996 members 
Mstep: Class 2 contains 37958 members 
Entering Unmasked Estep 
Score: -5648105.500000 Penalty: 5533.174316
	Iteration 3Q: 3 clusters Score -5648106 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30349 members 
Mstep: Class 2 contains 39605 members 
Entering Unmasked Estep 
Score: -5649167.500000 Penalty: 5533.174316
	Iteration 4Q: 3 clusters Score -5649168 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27933 members 
Mstep: Class 2 contains 42021 members 
Entering Unmasked Estep 
Score: -5650727.000000 Penalty: 5533.174316
	Iteration 5Q: 3 clusters Score -5650727 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24617 members 
Mstep: Class 2 contains 45337 members 
Entering Unmasked Estep 
Score: -5653342.500000 Penalty: 5533.174316
	Iteration 6F: 3 clusters Score -5653342 nChanged 4861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20562 members 
Mstep: Class 2 contains 49392 members 
Entering Unmasked Estep 
Score: -5657122.000000 Penalty: 5533.174316
	Iteration 7F: 3 clusters Score -5657122 nChanged 5005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16333 members 
Mstep: Class 2 contains 53621 members 
Entering Unmasked Estep 
Score: -5661461.500000 Penalty: 5533.174316
	Iteration 8F: 3 clusters Score -5661462 nChanged 4455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 57308 members 
Entering Unmasked Estep 
Score: -5665199.500000 Penalty: 5533.174316
	Iteration 9F: 3 clusters Score -5665200 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 60050 members 
Entering Unmasked Estep 
Score: -5667756.500000 Penalty: 5533.174316
	Iteration 10Q: 3 clusters Score -5667756 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 62048 members 
Entering Unmasked Estep 
Score: -5669488.500000 Penalty: 5533.174316
	Iteration 11Q: 3 clusters Score -5669488 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 63486 members 
Entering Unmasked Estep 
Score: -5670590.000000 Penalty: 5533.174316
	Iteration 12Q: 3 clusters Score -5670590 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 64499 members 
Entering Unmasked Estep 
Score: -5671282.000000 Penalty: 5533.174316
	Iteration 13Q: 3 clusters Score -5671282 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 65280 members 
Entering Unmasked Estep 
Score: -5671855.000000 Penalty: 5533.174316
	Iteration 14Q: 3 clusters Score -5671855 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 65828 members 
Entering Unmasked Estep 
Score: -5672208.000000 Penalty: 5533.174316
	Iteration 15Q: 3 clusters Score -5672208 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 66193 members 
Entering Unmasked Estep 
Score: -5672428.000000 Penalty: 5533.174316
	Iteration 16Q: 3 clusters Score -5672428 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 66474 members 
Entering Unmasked Estep 
Score: -5672606.500000 Penalty: 5533.174316
	Iteration 17Q: 3 clusters Score -5672606 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 66701 members 
Entering Unmasked Estep 
Score: -5672716.500000 Penalty: 5533.174316
	Iteration 18Q: 3 clusters Score -5672716 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 66871 members 
Entering Unmasked Estep 
Score: -5672746.500000 Penalty: 5533.174316
	Iteration 19Q: 3 clusters Score -5672746 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 67002 members 
Entering Unmasked Estep 
Score: -5672786.500000 Penalty: 5533.174316
	Iteration 20F: 3 clusters Score -5672786 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 67126 members 
Entering Unmasked Estep 
Score: -5672817.000000 Penalty: 5533.174316
	Iteration 21Q: 3 clusters Score -5672817 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 67237 members 
Entering Unmasked Estep 
Score: -5672854.000000 Penalty: 5533.174316
	Iteration 22Q: 3 clusters Score -5672854 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 67323 members 
Entering Unmasked Estep 
Score: -5672858.000000 Penalty: 5533.174316
	Iteration 23Q: 3 clusters Score -5672858 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 67394 members 
Entering Unmasked Estep 
Score: -5672881.000000 Penalty: 5533.174316
	Iteration 24Q: 3 clusters Score -5672881 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 67460 members 
Entering Unmasked Estep 
Score: -5672896.500000 Penalty: 5533.174316
	Iteration 25Q: 3 clusters Score -5672896 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 67517 members 
Entering Unmasked Estep 
Score: -5672913.000000 Penalty: 5533.174316
	Iteration 26Q: 3 clusters Score -5672913 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 67582 members 
Entering Unmasked Estep 
Score: -5672928.500000 Penalty: 5533.174316
	Iteration 27Q: 3 clusters Score -5672928 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 67641 members 
Entering Unmasked Estep 
Score: -5672945.500000 Penalty: 5533.174316
	Iteration 28Q: 3 clusters Score -5672946 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 67697 members 
Entering Unmasked Estep 
Score: -5672966.500000 Penalty: 5533.174316
	Iteration 29Q: 3 clusters Score -5672966 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 67744 members 
Entering Unmasked Estep 
Score: -5672979.000000 Penalty: 5533.174316
	Iteration 30Q: 3 clusters Score -5672979 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 67783 members 
Entering Unmasked Estep 
Score: -5672979.500000 Penalty: 5533.174316
	Iteration 31Q: 3 clusters Score -5672980 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 67822 members 
Entering Unmasked Estep 
Score: -5672990.500000 Penalty: 5533.174316
	Iteration 32Q: 3 clusters Score -5672990 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 67852 members 
Entering Unmasked Estep 
Score: -5672989.500000 Penalty: 5533.174316
	Iteration 33Q: 3 clusters Score -5672990 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 67889 members 
Entering Unmasked Estep 
Score: -5673000.500000 Penalty: 5533.174316
	Iteration 34Q: 3 clusters Score -5673000 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 67918 members 
Entering Unmasked Estep 
Score: -5673021.500000 Penalty: 5533.174316
	Iteration 35Q: 3 clusters Score -5673022 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 67945 members 
Entering Unmasked Estep 
Score: -5673016.000000 Penalty: 5533.174316
	Iteration 36Q: 3 clusters Score -5673016 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 67968 members 
Entering Unmasked Estep 
Score: -5673013.500000 Penalty: 5533.174316
	Iteration 37Q: 3 clusters Score -5673014 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 67987 members 
Entering Unmasked Estep 
Score: -5673020.000000 Penalty: 5533.174316
	Iteration 38Q: 3 clusters Score -5673020 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 68003 members 
Entering Unmasked Estep 
Score: -5673030.000000 Penalty: 5533.174316
	Iteration 39Q: 3 clusters Score -5673030 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 68025 members 
Entering Unmasked Estep 
Score: -5673045.000000 Penalty: 5533.174316
	Iteration 40F: 3 clusters Score -5673045 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 68035 members 
Entering Unmasked Estep 
Score: -5673042.000000 Penalty: 5533.174316
	Iteration 41Q: 3 clusters Score -5673042 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 68047 members 
Entering Unmasked Estep 
Score: -5673043.000000 Penalty: 5533.174316
	Iteration 42Q: 3 clusters Score -5673043 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 68056 members 
Entering Unmasked Estep 
Score: -5673043.000000 Penalty: 5533.174316
	Iteration 43Q: 3 clusters Score -5673043 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 68070 members 
Entering Unmasked Estep 
Score: -5673043.000000 Penalty: 5533.174316
	Iteration 44Q: 3 clusters Score -5673043 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 68080 members 
Entering Unmasked Estep 
Score: -5673037.000000 Penalty: 5533.174316
	Iteration 45Q: 3 clusters Score -5673037 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 68088 members 
Entering Unmasked Estep 
Score: -5673045.000000 Penalty: 5533.174316
	Iteration 46Q: 3 clusters Score -5673045 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 68093 members 
Entering Unmasked Estep 
Score: -5673041.500000 Penalty: 5533.174316
	Iteration 47Q: 3 clusters Score -5673042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 68099 members 
Entering Unmasked Estep 
Score: -5673045.500000 Penalty: 5533.174316
	Iteration 48Q: 3 clusters Score -5673046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 68106 members 
Entering Unmasked Estep 
Score: -5673055.500000 Penalty: 5533.174316
	Iteration 49Q: 3 clusters Score -5673056 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 68118 members 
Entering Unmasked Estep 
Score: -5673056.500000 Penalty: 5533.174316
	Iteration 50Q: 3 clusters Score -5673056 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 68127 members 
Entering Unmasked Estep 
Score: -5673059.000000 Penalty: 5533.174316
	Iteration 51Q: 3 clusters Score -5673059 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 68139 members 
Entering Unmasked Estep 
Score: -5673065.500000 Penalty: 5533.174316
	Iteration 52Q: 3 clusters Score -5673066 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 68149 members 
Entering Unmasked Estep 
Score: -5673073.500000 Penalty: 5533.174316
	Iteration 53Q: 3 clusters Score -5673074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 68158 members 
Entering Unmasked Estep 
Score: -5673069.000000 Penalty: 5533.174316
	Iteration 54Q: 3 clusters Score -5673069 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 68177 members 
Entering Unmasked Estep 
Score: -5673080.500000 Penalty: 5533.174316
	Iteration 55Q: 3 clusters Score -5673080 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 68192 members 
Entering Unmasked Estep 
Score: -5673074.000000 Penalty: 5533.174316
	Iteration 56Q: 3 clusters Score -5673074 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 68201 members 
Entering Unmasked Estep 
Score: -5673066.000000 Penalty: 5533.174316
	Iteration 57Q: 3 clusters Score -5673066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 68206 members 
Entering Unmasked Estep 
Score: -5673065.000000 Penalty: 5533.174316
	Iteration 58Q: 3 clusters Score -5673065 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 68212 members 
Entering Unmasked Estep 
Score: -5673078.500000 Penalty: 5533.174316
	Iteration 59Q: 3 clusters Score -5673078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 68220 members 
Entering Unmasked Estep 
Score: -5673072.000000 Penalty: 5533.174316
	Iteration 60F: 3 clusters Score -5673072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 68224 members 
Entering Unmasked Estep 
Score: -5673060.500000 Penalty: 5533.174316
	Iteration 61Q: 3 clusters Score -5673060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 68227 members 
Entering Unmasked Estep 
Score: -5673060.500000 Penalty: 5533.174316
	Iteration 62Q: 3 clusters Score -5673060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 68227 members 
Entering Unmasked Estep 
Score: -5673060.500000 Penalty: 5533.174316
	Iteration 63F: 3 clusters Score -5673060 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (6136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Entering Unmasked Estep 
Score: -460141.562500 Penalty: 2163.038330
	Iteration 0F: 2 clusters Score -460141.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -454934.062500 Penalty: 4326.076660
	Iteration 0F: 3 clusters Score -454934.1 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -456276.781250 Penalty: 4326.076660
	Iteration 1F: 3 clusters Score -456276.8 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -456548.343750 Penalty: 4326.076660
	Iteration 2F: 3 clusters Score -456548.3 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -456743.250000 Penalty: 4326.076660
	Iteration 3F: 3 clusters Score -456743.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -456924.312500 Penalty: 4326.076660
	Iteration 4Q: 3 clusters Score -456924.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -457101.531250 Penalty: 4326.076660
	Iteration 5Q: 3 clusters Score -457101.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -457271.031250 Penalty: 4326.076660
	Iteration 6Q: 3 clusters Score -457271 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -457423.937500 Penalty: 4326.076660
	Iteration 7Q: 3 clusters Score -457423.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -457582.593750 Penalty: 4326.076660
	Iteration 8Q: 3 clusters Score -457582.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -457732.843750 Penalty: 4326.076660
	Iteration 9Q: 3 clusters Score -457732.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -457866.781250 Penalty: 4326.076660
	Iteration 10Q: 3 clusters Score -457866.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -457997.468750 Penalty: 4326.076660
	Iteration 11Q: 3 clusters Score -457997.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -458159.437500 Penalty: 4326.076660
	Iteration 12Q: 3 clusters Score -458159.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -458352.093750 Penalty: 4326.076660
	Iteration 13Q: 3 clusters Score -458352.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -458508.187500 Penalty: 4326.076660
	Iteration 14Q: 3 clusters Score -458508.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -458658.281250 Penalty: 4326.076660
	Iteration 15Q: 3 clusters Score -458658.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -458787.000000 Penalty: 4326.076660
	Iteration 16Q: 3 clusters Score -458787 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -458875.781250 Penalty: 4326.076660
	Iteration 17Q: 3 clusters Score -458875.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -458950.968750 Penalty: 4326.076660
	Iteration 18Q: 3 clusters Score -458951 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -459056.093750 Penalty: 4326.076660
	Iteration 19Q: 3 clusters Score -459056.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -459159.718750 Penalty: 4326.076660
	Iteration 20F: 3 clusters Score -459159.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -459258.531250 Penalty: 4326.076660
	Iteration 21Q: 3 clusters Score -459258.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -459379.968750 Penalty: 4326.076660
	Iteration 22Q: 3 clusters Score -459380 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -459486.562500 Penalty: 4326.076660
	Iteration 23Q: 3 clusters Score -459486.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -459586.968750 Penalty: 4326.076660
	Iteration 24Q: 3 clusters Score -459587 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -459662.312500 Penalty: 4326.076660
	Iteration 25Q: 3 clusters Score -459662.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -459747.937500 Penalty: 4326.076660
	Iteration 26Q: 3 clusters Score -459747.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -459815.093750 Penalty: 4326.076660
	Iteration 27Q: 3 clusters Score -459815.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -459840.812500 Penalty: 4326.076660
	Iteration 28Q: 3 clusters Score -459840.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -459849.562500 Penalty: 4326.076660
	Iteration 29Q: 3 clusters Score -459849.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -459853.562500 Penalty: 4326.076660
	Iteration 30Q: 3 clusters Score -459853.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -459855.875000 Penalty: 4326.076660
	Iteration 31Q: 3 clusters Score -459855.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -459855.937500 Penalty: 4326.076660
	Iteration 32Q: 3 clusters Score -459855.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -459856.781250 Penalty: 4326.076660
	Iteration 33Q: 3 clusters Score -459856.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -459856.781250 Penalty: 4326.076660
	Iteration 34F: 3 clusters Score -459856.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (16904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16904 members 
Entering Unmasked Estep 
Score: -1392179.500000 Penalty: 2414.355957
	Iteration 0F: 2 clusters Score -1392180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1380093.875000 Penalty: 4828.711914
	Iteration 0F: 3 clusters Score -1380094 nChanged 7478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -1384077.625000 Penalty: 4828.711914
	Iteration 1F: 3 clusters Score -1384078 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1384622.875000 Penalty: 4828.711914
	Iteration 2F: 3 clusters Score -1384623 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -1385321.250000 Penalty: 4828.711914
	Iteration 3F: 3 clusters Score -1385321 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1386191.250000 Penalty: 4828.711914
	Iteration 4F: 3 clusters Score -1386191 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1387272.500000 Penalty: 4828.711914
	Iteration 5F: 3 clusters Score -1387272 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1388540.500000 Penalty: 4828.711914
	Iteration 6F: 3 clusters Score -1388540 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1389545.375000 Penalty: 4828.711914
	Iteration 7F: 3 clusters Score -1389545 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1390095.625000 Penalty: 4828.711914
	Iteration 8Q: 3 clusters Score -1390096 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1390347.500000 Penalty: 4828.711914
	Iteration 9Q: 3 clusters Score -1390348 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1390478.250000 Penalty: 4828.711914
	Iteration 10Q: 3 clusters Score -1390478 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1390547.750000 Penalty: 4828.711914
	Iteration 11Q: 3 clusters Score -1390548 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1390589.250000 Penalty: 4828.711914
	Iteration 12Q: 3 clusters Score -1390589 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15217 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1390620.500000 Penalty: 4828.711914
	Iteration 13Q: 3 clusters Score -1390620 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15271 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1390645.375000 Penalty: 4828.711914
	Iteration 14Q: 3 clusters Score -1390645 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1390674.000000 Penalty: 4828.711914
	Iteration 15Q: 3 clusters Score -1390674 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1390694.375000 Penalty: 4828.711914
	Iteration 16Q: 3 clusters Score -1390694 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1390710.250000 Penalty: 4828.711914
	Iteration 17Q: 3 clusters Score -1390710 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1390729.750000 Penalty: 4828.711914
	Iteration 18Q: 3 clusters Score -1390730 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1390738.125000 Penalty: 4828.711914
	Iteration 19Q: 3 clusters Score -1390738 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1390744.250000 Penalty: 4828.711914
	Iteration 20F: 3 clusters Score -1390744 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1390751.125000 Penalty: 4828.711914
	Iteration 21Q: 3 clusters Score -1390751 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1390750.125000 Penalty: 4828.711914
	Iteration 22Q: 3 clusters Score -1390750 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1390755.000000 Penalty: 4828.711914
	Iteration 23Q: 3 clusters Score -1390755 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15564 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1390753.625000 Penalty: 4828.711914
	Iteration 24Q: 3 clusters Score -1390754 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15578 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1390767.125000 Penalty: 4828.711914
	Iteration 25Q: 3 clusters Score -1390767 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1390769.625000 Penalty: 4828.711914
	Iteration 26Q: 3 clusters Score -1390770 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1390773.125000 Penalty: 4828.711914
	Iteration 27Q: 3 clusters Score -1390773 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15606 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1390777.250000 Penalty: 4828.711914
	Iteration 28Q: 3 clusters Score -1390777 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1390779.375000 Penalty: 4828.711914
	Iteration 29Q: 3 clusters Score -1390779 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15620 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1390786.500000 Penalty: 4828.711914
	Iteration 30Q: 3 clusters Score -1390786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1390785.375000 Penalty: 4828.711914
	Iteration 31Q: 3 clusters Score -1390785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1390784.125000 Penalty: 4828.711914
	Iteration 32Q: 3 clusters Score -1390784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1390784.625000 Penalty: 4828.711914
	Iteration 33Q: 3 clusters Score -1390785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1390784.250000 Penalty: 4828.711914
	Iteration 34Q: 3 clusters Score -1390784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1390784.250000 Penalty: 4828.711914
	Iteration 35F: 3 clusters Score -1390784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Entering Unmasked Estep 
Score: -210379.859375 Penalty: 2011.981201
	Iteration 0F: 2 clusters Score -210379.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -207039.562500 Penalty: 4023.962402
	Iteration 0F: 3 clusters Score -207039.6 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -207999.203125 Penalty: 4023.962402
	Iteration 1F: 3 clusters Score -207999.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -208277.218750 Penalty: 4023.962402
	Iteration 2F: 3 clusters Score -208277.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -208463.781250 Penalty: 4023.962402
	Iteration 3F: 3 clusters Score -208463.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -208615.046875 Penalty: 4023.962402
	Iteration 4Q: 3 clusters Score -208615 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -208804.281250 Penalty: 4023.962402
	Iteration 5Q: 3 clusters Score -208804.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -208970.921875 Penalty: 4023.962402
	Iteration 6Q: 3 clusters Score -208970.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -209083.859375 Penalty: 4023.962402
	Iteration 7Q: 3 clusters Score -209083.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -209170.625000 Penalty: 4023.962402
	Iteration 8Q: 3 clusters Score -209170.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -209225.859375 Penalty: 4023.962402
	Iteration 9Q: 3 clusters Score -209225.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -209265.750000 Penalty: 4023.962402
	Iteration 10Q: 3 clusters Score -209265.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -209286.859375 Penalty: 4023.962402
	Iteration 11Q: 3 clusters Score -209286.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -209309.140625 Penalty: 4023.962402
	Iteration 12Q: 3 clusters Score -209309.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -209326.015625 Penalty: 4023.962402
	Iteration 13Q: 3 clusters Score -209326 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -209347.921875 Penalty: 4023.962402
	Iteration 14Q: 3 clusters Score -209347.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -209371.468750 Penalty: 4023.962402
	Iteration 15Q: 3 clusters Score -209371.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -209394.843750 Penalty: 4023.962402
	Iteration 16Q: 3 clusters Score -209394.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -209418.578125 Penalty: 4023.962402
	Iteration 17Q: 3 clusters Score -209418.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -209438.515625 Penalty: 4023.962402
	Iteration 18Q: 3 clusters Score -209438.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -209451.140625 Penalty: 4023.962402
	Iteration 19Q: 3 clusters Score -209451.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -209468.609375 Penalty: 4023.962402
	Iteration 20F: 3 clusters Score -209468.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -209486.937500 Penalty: 4023.962402
	Iteration 21Q: 3 clusters Score -209486.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -209506.968750 Penalty: 4023.962402
	Iteration 22Q: 3 clusters Score -209507 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -209525.953125 Penalty: 4023.962402
	Iteration 23Q: 3 clusters Score -209526 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -209546.343750 Penalty: 4023.962402
	Iteration 24Q: 3 clusters Score -209546.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -209572.765625 Penalty: 4023.962402
	Iteration 25Q: 3 clusters Score -209572.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -209596.109375 Penalty: 4023.962402
	Iteration 26Q: 3 clusters Score -209596.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -209631.671875 Penalty: 4023.962402
	Iteration 27Q: 3 clusters Score -209631.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -209682.734375 Penalty: 4023.962402
	Iteration 28Q: 3 clusters Score -209682.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -209754.203125 Penalty: 4023.962402
	Iteration 29Q: 3 clusters Score -209754.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -209816.046875 Penalty: 4023.962402
	Iteration 30Q: 3 clusters Score -209816 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -209874.468750 Penalty: 4023.962402
	Iteration 31Q: 3 clusters Score -209874.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -209942.859375 Penalty: 4023.962402
	Iteration 32Q: 3 clusters Score -209942.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -210004.953125 Penalty: 4023.962402
	Iteration 33Q: 3 clusters Score -210005 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -210056.921875 Penalty: 4023.962402
	Iteration 34Q: 3 clusters Score -210056.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -210093.515625 Penalty: 4023.962402
	Iteration 35Q: 3 clusters Score -210093.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -210113.843750 Penalty: 4023.962402
	Iteration 36Q: 3 clusters Score -210113.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -210125.281250 Penalty: 4023.962402
	Iteration 37Q: 3 clusters Score -210125.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -210133.250000 Penalty: 4023.962402
	Iteration 38Q: 3 clusters Score -210133.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -210138.281250 Penalty: 4023.962402
	Iteration 39Q: 3 clusters Score -210138.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -210162.578125 Penalty: 4023.962402
	Iteration 40F: 3 clusters Score -210162.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -210205.703125 Penalty: 4023.962402
	Iteration 41Q: 3 clusters Score -210205.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -210323.328125 Penalty: 4023.962402
	Iteration 42Q: 3 clusters Score -210323.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -210372.609375 Penalty: 4023.962402
	Iteration 43Q: 3 clusters Score -210372.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -210387.843750 Penalty: 4023.962402
	Iteration 44Q: 3 clusters Score -210387.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -210395.093750 Penalty: 4023.962402
	Iteration 45Q: 3 clusters Score -210395.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -210403.953125 Penalty: 4023.962402
	Iteration 46Q: 3 clusters Score -210404 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -210412.390625 Penalty: 4023.962402
	Iteration 47Q: 3 clusters Score -210412.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -210415.968750 Penalty: 4023.962402
	Iteration 48Q: 3 clusters Score -210416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -210416.500000 Penalty: 4023.962402
	Iteration 49Q: 3 clusters Score -210416.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -210418.531250 Penalty: 4023.962402
	Iteration 50F: 3 clusters Score -210418.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -210418.687500 Penalty: 4023.962402
	Iteration 51Q: 3 clusters Score -210418.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -210420.250000 Penalty: 4023.962402
	Iteration 52Q: 3 clusters Score -210420.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -210421.562500 Penalty: 4023.962402
	Iteration 53Q: 3 clusters Score -210421.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -210421.656250 Penalty: 4023.962402
	Iteration 54Q: 3 clusters Score -210421.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -210421.656250 Penalty: 4023.962402
	Iteration 55F: 3 clusters Score -210421.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74784 members 
Mstep: Class 2 contains 24280 members 
Mstep: Class 3 contains 3398 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 96172 members 
Mstep: Class 6 contains 153963 members 
Mstep: Class 7 contains 8591 members 
Mstep: Class 8 contains 8379 members 
Mstep: Class 9 contains 75890 members 
Mstep: Class 10 contains 61054 members 
Mstep: Class 11 contains 6248 members 
Mstep: Class 12 contains 13619 members 
Mstep: Class 13 contains 5799 members 
Mstep: Class 14 contains 22125 members 
Mstep: Class 15 contains 17030 members 
Mstep: Class 16 contains 13593 members 
Mstep: Class 17 contains 37762 members 
Mstep: Class 18 contains 2925 members 
Mstep: Class 19 contains 5636 members 
Mstep: Class 20 contains 11826 members 
Mstep: Class 21 contains 9814 members 
Mstep: Class 22 contains 10027 members 
Mstep: Class 23 contains 28624 members 
Mstep: Class 24 contains 518484 members 
Mstep: Class 25 contains 60455 members 
Mstep: Class 26 contains 6808 members 
Mstep: Class 27 contains 3469 members 
Mstep: Class 28 contains 69954 members 
Mstep: Class 29 contains 6136 members 
Mstep: Class 30 contains 16904 members 
Mstep: Class 31 contains 2604 members 
Mstep: Class 32 contains 23726 members 
Mstep: Class 33 contains 2760 members 
Mstep: Class 34 contains 48031 members 
Mstep: Class 35 contains 7917 members 
Mstep: Class 36 contains 733 members 
Entering Unmasked Estep 
Score: -111985232.000000 Penalty: 126742.460938
Splitting cluster 31 changes total score from -111985944.000000 to -111985232.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (23726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23726 members 
Entering Unmasked Estep 
Score: -1957829.375000 Penalty: 2498.432861
	Iteration 0F: 2 clusters Score -1957829 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -1941306.625000 Penalty: 4996.865723
	Iteration 0F: 3 clusters Score -1941307 nChanged 10485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -1946989.625000 Penalty: 4996.865723
	Iteration 1F: 3 clusters Score -1946990 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -1947316.375000 Penalty: 4996.865723
	Iteration 2Q: 3 clusters Score -1947316 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -1947569.375000 Penalty: 4996.865723
	Iteration 3Q: 3 clusters Score -1947569 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -1947777.750000 Penalty: 4996.865723
	Iteration 4Q: 3 clusters Score -1947778 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -1947958.500000 Penalty: 4996.865723
	Iteration 5Q: 3 clusters Score -1947958 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -1948089.875000 Penalty: 4996.865723
	Iteration 6Q: 3 clusters Score -1948090 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -1948209.250000 Penalty: 4996.865723
	Iteration 7Q: 3 clusters Score -1948209 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -1948317.125000 Penalty: 4996.865723
	Iteration 8Q: 3 clusters Score -1948317 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -1948424.750000 Penalty: 4996.865723
	Iteration 9Q: 3 clusters Score -1948425 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -1948542.375000 Penalty: 4996.865723
	Iteration 10Q: 3 clusters Score -1948542 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -1948663.000000 Penalty: 4996.865723
	Iteration 11Q: 3 clusters Score -1948663 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -1948816.125000 Penalty: 4996.865723
	Iteration 12Q: 3 clusters Score -1948816 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -1949001.000000 Penalty: 4996.865723
	Iteration 13Q: 3 clusters Score -1949001 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -1949255.125000 Penalty: 4996.865723
	Iteration 14Q: 3 clusters Score -1949255 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1949608.875000 Penalty: 4996.865723
	Iteration 15Q: 3 clusters Score -1949609 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -1950100.000000 Penalty: 4996.865723
	Iteration 16Q: 3 clusters Score -1950100 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1950764.500000 Penalty: 4996.865723
	Iteration 17Q: 3 clusters Score -1950764 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1951514.375000 Penalty: 4996.865723
	Iteration 18Q: 3 clusters Score -1951514 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18246 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1952271.625000 Penalty: 4996.865723
	Iteration 19Q: 3 clusters Score -1952272 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19025 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1952926.500000 Penalty: 4996.865723
	Iteration 20F: 3 clusters Score -1952926 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19685 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1953455.625000 Penalty: 4996.865723
	Iteration 21Q: 3 clusters Score -1953456 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20221 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1953834.500000 Penalty: 4996.865723
	Iteration 22Q: 3 clusters Score -1953834 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20666 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -1954146.375000 Penalty: 4996.865723
	Iteration 23Q: 3 clusters Score -1954146 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21068 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1954386.375000 Penalty: 4996.865723
	Iteration 24Q: 3 clusters Score -1954386 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21415 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1954602.750000 Penalty: 4996.865723
	Iteration 25Q: 3 clusters Score -1954603 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21735 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1954814.375000 Penalty: 4996.865723
	Iteration 26Q: 3 clusters Score -1954814 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21994 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1954967.000000 Penalty: 4996.865723
	Iteration 27Q: 3 clusters Score -1954967 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22186 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1955062.125000 Penalty: 4996.865723
	Iteration 28Q: 3 clusters Score -1955062 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22352 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1955168.250000 Penalty: 4996.865723
	Iteration 29Q: 3 clusters Score -1955168 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22507 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1955257.375000 Penalty: 4996.865723
	Iteration 30Q: 3 clusters Score -1955257 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22619 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1955315.000000 Penalty: 4996.865723
	Iteration 31Q: 3 clusters Score -1955315 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22715 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1955380.125000 Penalty: 4996.865723
	Iteration 32Q: 3 clusters Score -1955380 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22785 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1955428.750000 Penalty: 4996.865723
	Iteration 33Q: 3 clusters Score -1955429 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22836 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1955465.250000 Penalty: 4996.865723
	Iteration 34Q: 3 clusters Score -1955465 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22882 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1955491.750000 Penalty: 4996.865723
	Iteration 35Q: 3 clusters Score -1955492 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22916 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1955515.750000 Penalty: 4996.865723
	Iteration 36Q: 3 clusters Score -1955516 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22944 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1955532.625000 Penalty: 4996.865723
	Iteration 37Q: 3 clusters Score -1955533 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22967 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1955549.500000 Penalty: 4996.865723
	Iteration 38Q: 3 clusters Score -1955550 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22983 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1955559.500000 Penalty: 4996.865723
	Iteration 39Q: 3 clusters Score -1955560 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23000 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1955575.250000 Penalty: 4996.865723
	Iteration 40F: 3 clusters Score -1955575 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23014 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1955581.000000 Penalty: 4996.865723
	Iteration 41Q: 3 clusters Score -1955581 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23025 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1955589.000000 Penalty: 4996.865723
	Iteration 42Q: 3 clusters Score -1955589 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23037 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1955597.125000 Penalty: 4996.865723
	Iteration 43Q: 3 clusters Score -1955597 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23048 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1955606.250000 Penalty: 4996.865723
	Iteration 44Q: 3 clusters Score -1955606 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23056 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1955613.250000 Penalty: 4996.865723
	Iteration 45Q: 3 clusters Score -1955613 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23062 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1955619.875000 Penalty: 4996.865723
	Iteration 46Q: 3 clusters Score -1955620 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23067 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1955624.125000 Penalty: 4996.865723
	Iteration 47Q: 3 clusters Score -1955624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23073 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1955624.750000 Penalty: 4996.865723
	Iteration 48Q: 3 clusters Score -1955625 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23079 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1955630.875000 Penalty: 4996.865723
	Iteration 49Q: 3 clusters Score -1955631 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23084 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1955633.000000 Penalty: 4996.865723
	Iteration 50Q: 3 clusters Score -1955633 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23088 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1955632.750000 Penalty: 4996.865723
	Iteration 51Q: 3 clusters Score -1955633 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23091 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1955634.250000 Penalty: 4996.865723
	Iteration 52Q: 3 clusters Score -1955634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23094 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1955636.750000 Penalty: 4996.865723
	Iteration 53Q: 3 clusters Score -1955637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23096 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1955636.375000 Penalty: 4996.865723
	Iteration 54Q: 3 clusters Score -1955636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23096 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1955637.000000 Penalty: 4996.865723
	Iteration 55Q: 3 clusters Score -1955637 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23096 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1955637.000000 Penalty: 4996.865723
	Iteration 56F: 3 clusters Score -1955637 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Entering Unmasked Estep 
Score: -205385.312500 Penalty: 1964.900513
	Iteration 0F: 2 clusters Score -205385.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -202261.015625 Penalty: 3929.801025
	Iteration 0F: 3 clusters Score -202261 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -202885.187500 Penalty: 3929.801025
	Iteration 1F: 3 clusters Score -202885.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -203043.250000 Penalty: 3929.801025
	Iteration 2F: 3 clusters Score -203043.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -203122.968750 Penalty: 3929.801025
	Iteration 3Q: 3 clusters Score -203123 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -203177.656250 Penalty: 3929.801025
	Iteration 4Q: 3 clusters Score -203177.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -203212.406250 Penalty: 3929.801025
	Iteration 5Q: 3 clusters Score -203212.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -203241.968750 Penalty: 3929.801025
	Iteration 6Q: 3 clusters Score -203242 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -203270.078125 Penalty: 3929.801025
	Iteration 7Q: 3 clusters Score -203270.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -203293.296875 Penalty: 3929.801025
	Iteration 8Q: 3 clusters Score -203293.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -203317.375000 Penalty: 3929.801025
	Iteration 9Q: 3 clusters Score -203317.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -203340.000000 Penalty: 3929.801025
	Iteration 10Q: 3 clusters Score -203340 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -203355.828125 Penalty: 3929.801025
	Iteration 11Q: 3 clusters Score -203355.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -203368.546875 Penalty: 3929.801025
	Iteration 12Q: 3 clusters Score -203368.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -203383.343750 Penalty: 3929.801025
	Iteration 13Q: 3 clusters Score -203383.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -203397.703125 Penalty: 3929.801025
	Iteration 14Q: 3 clusters Score -203397.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -203414.671875 Penalty: 3929.801025
	Iteration 15Q: 3 clusters Score -203414.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -203426.062500 Penalty: 3929.801025
	Iteration 16Q: 3 clusters Score -203426.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -203437.812500 Penalty: 3929.801025
	Iteration 17Q: 3 clusters Score -203437.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -203458.593750 Penalty: 3929.801025
	Iteration 18Q: 3 clusters Score -203458.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -203476.421875 Penalty: 3929.801025
	Iteration 19Q: 3 clusters Score -203476.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -203497.296875 Penalty: 3929.801025
	Iteration 20F: 3 clusters Score -203497.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -203516.906250 Penalty: 3929.801025
	Iteration 21Q: 3 clusters Score -203516.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -203534.203125 Penalty: 3929.801025
	Iteration 22Q: 3 clusters Score -203534.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -203557.359375 Penalty: 3929.801025
	Iteration 23Q: 3 clusters Score -203557.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -203575.250000 Penalty: 3929.801025
	Iteration 24Q: 3 clusters Score -203575.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -203589.265625 Penalty: 3929.801025
	Iteration 25Q: 3 clusters Score -203589.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -203600.843750 Penalty: 3929.801025
	Iteration 26Q: 3 clusters Score -203600.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -203612.687500 Penalty: 3929.801025
	Iteration 27Q: 3 clusters Score -203612.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -203626.703125 Penalty: 3929.801025
	Iteration 28Q: 3 clusters Score -203626.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -203637.000000 Penalty: 3929.801025
	Iteration 29Q: 3 clusters Score -203637 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -203651.390625 Penalty: 3929.801025
	Iteration 30Q: 3 clusters Score -203651.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -203663.328125 Penalty: 3929.801025
	Iteration 31Q: 3 clusters Score -203663.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -203678.578125 Penalty: 3929.801025
	Iteration 32Q: 3 clusters Score -203678.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -203694.140625 Penalty: 3929.801025
	Iteration 33Q: 3 clusters Score -203694.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -203712.859375 Penalty: 3929.801025
	Iteration 34Q: 3 clusters Score -203712.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -203728.140625 Penalty: 3929.801025
	Iteration 35Q: 3 clusters Score -203728.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -203743.781250 Penalty: 3929.801025
	Iteration 36Q: 3 clusters Score -203743.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -203753.500000 Penalty: 3929.801025
	Iteration 37Q: 3 clusters Score -203753.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -203760.312500 Penalty: 3929.801025
	Iteration 38Q: 3 clusters Score -203760.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -203762.671875 Penalty: 3929.801025
	Iteration 39Q: 3 clusters Score -203762.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -203765.687500 Penalty: 3929.801025
	Iteration 40F: 3 clusters Score -203765.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -203769.968750 Penalty: 3929.801025
	Iteration 41Q: 3 clusters Score -203770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -203773.531250 Penalty: 3929.801025
	Iteration 42Q: 3 clusters Score -203773.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -203775.281250 Penalty: 3929.801025
	Iteration 43Q: 3 clusters Score -203775.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -203776.250000 Penalty: 3929.801025
	Iteration 44Q: 3 clusters Score -203776.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -203776.796875 Penalty: 3929.801025
	Iteration 45Q: 3 clusters Score -203776.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -203777.484375 Penalty: 3929.801025
	Iteration 46Q: 3 clusters Score -203777.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -203778.328125 Penalty: 3929.801025
	Iteration 47Q: 3 clusters Score -203778.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -203778.750000 Penalty: 3929.801025
	Iteration 48Q: 3 clusters Score -203778.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -203779.656250 Penalty: 3929.801025
	Iteration 49Q: 3 clusters Score -203779.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -203781.046875 Penalty: 3929.801025
	Iteration 50Q: 3 clusters Score -203781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -203782.562500 Penalty: 3929.801025
	Iteration 51Q: 3 clusters Score -203782.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -203785.265625 Penalty: 3929.801025
	Iteration 52Q: 3 clusters Score -203785.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -203789.796875 Penalty: 3929.801025
	Iteration 53Q: 3 clusters Score -203789.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -203792.546875 Penalty: 3929.801025
	Iteration 54Q: 3 clusters Score -203792.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -203794.359375 Penalty: 3929.801025
	Iteration 55Q: 3 clusters Score -203794.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -203796.718750 Penalty: 3929.801025
	Iteration 56Q: 3 clusters Score -203796.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -203797.718750 Penalty: 3929.801025
	Iteration 57Q: 3 clusters Score -203797.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -203799.171875 Penalty: 3929.801025
	Iteration 58Q: 3 clusters Score -203799.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -203800.515625 Penalty: 3929.801025
	Iteration 59Q: 3 clusters Score -203800.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -203801.484375 Penalty: 3929.801025
	Iteration 60F: 3 clusters Score -203801.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -203802.546875 Penalty: 3929.801025
	Iteration 61Q: 3 clusters Score -203802.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -203805.312500 Penalty: 3929.801025
	Iteration 62Q: 3 clusters Score -203805.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -203808.531250 Penalty: 3929.801025
	Iteration 63Q: 3 clusters Score -203808.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -203811.187500 Penalty: 3929.801025
	Iteration 64Q: 3 clusters Score -203811.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -203813.968750 Penalty: 3929.801025
	Iteration 65Q: 3 clusters Score -203814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -203815.125000 Penalty: 3929.801025
	Iteration 66Q: 3 clusters Score -203815.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -203816.640625 Penalty: 3929.801025
	Iteration 67Q: 3 clusters Score -203816.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -203818.218750 Penalty: 3929.801025
	Iteration 68Q: 3 clusters Score -203818.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -203820.609375 Penalty: 3929.801025
	Iteration 69Q: 3 clusters Score -203820.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -203822.515625 Penalty: 3929.801025
	Iteration 70Q: 3 clusters Score -203822.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -203825.046875 Penalty: 3929.801025
	Iteration 71Q: 3 clusters Score -203825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -203826.125000 Penalty: 3929.801025
	Iteration 72Q: 3 clusters Score -203826.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -203826.750000 Penalty: 3929.801025
	Iteration 73Q: 3 clusters Score -203826.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -203826.750000 Penalty: 3929.801025
	Iteration 74F: 3 clusters Score -203826.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (48031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48031 members 
Entering Unmasked Estep 
Score: -3758000.000000 Penalty: 2673.341309
	Iteration 0F: 2 clusters Score -3758000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24006 members 
Mstep: Class 2 contains 24025 members 
Entering Unmasked Estep 
Score: -3725739.500000 Penalty: 5346.682617
	Iteration 0F: 3 clusters Score -3725740 nChanged 22126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24188 members 
Mstep: Class 2 contains 23843 members 
Entering Unmasked Estep 
Score: -3737866.750000 Penalty: 5346.682617
	Iteration 1F: 3 clusters Score -3737867 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24319 members 
Mstep: Class 2 contains 23712 members 
Entering Unmasked Estep 
Score: -3738550.000000 Penalty: 5346.682617
	Iteration 2Q: 3 clusters Score -3738550 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24468 members 
Mstep: Class 2 contains 23563 members 
Entering Unmasked Estep 
Score: -3739337.750000 Penalty: 5346.682617
	Iteration 3Q: 3 clusters Score -3739338 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24701 members 
Mstep: Class 2 contains 23330 members 
Entering Unmasked Estep 
Score: -3740285.000000 Penalty: 5346.682617
	Iteration 4Q: 3 clusters Score -3740285 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25131 members 
Mstep: Class 2 contains 22900 members 
Entering Unmasked Estep 
Score: -3741607.750000 Penalty: 5346.682617
	Iteration 5F: 3 clusters Score -3741608 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25696 members 
Mstep: Class 2 contains 22335 members 
Entering Unmasked Estep 
Score: -3743381.500000 Penalty: 5346.682617
	Iteration 6F: 3 clusters Score -3743382 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26417 members 
Mstep: Class 2 contains 21614 members 
Entering Unmasked Estep 
Score: -3745609.250000 Penalty: 5346.682617
	Iteration 7F: 3 clusters Score -3745609 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27302 members 
Mstep: Class 2 contains 20729 members 
Entering Unmasked Estep 
Score: -3748131.250000 Penalty: 5346.682617
	Iteration 8F: 3 clusters Score -3748131 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28213 members 
Mstep: Class 2 contains 19818 members 
Entering Unmasked Estep 
Score: -3750613.500000 Penalty: 5346.682617
	Iteration 9F: 3 clusters Score -3750614 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29102 members 
Mstep: Class 2 contains 18929 members 
Entering Unmasked Estep 
Score: -3752730.500000 Penalty: 5346.682617
	Iteration 10F: 3 clusters Score -3752730 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29819 members 
Mstep: Class 2 contains 18212 members 
Entering Unmasked Estep 
Score: -3753907.250000 Penalty: 5346.682617
	Iteration 11Q: 3 clusters Score -3753907 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30489 members 
Mstep: Class 2 contains 17542 members 
Entering Unmasked Estep 
Score: -3754475.750000 Penalty: 5346.682617
	Iteration 12Q: 3 clusters Score -3754476 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31062 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
Score: -3754821.250000 Penalty: 5346.682617
	Iteration 13Q: 3 clusters Score -3754821 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31602 members 
Mstep: Class 2 contains 16429 members 
Entering Unmasked Estep 
Score: -3755049.250000 Penalty: 5346.682617
	Iteration 14Q: 3 clusters Score -3755049 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32112 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -3755247.000000 Penalty: 5346.682617
	Iteration 15Q: 3 clusters Score -3755247 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32529 members 
Mstep: Class 2 contains 15502 members 
Entering Unmasked Estep 
Score: -3755399.500000 Penalty: 5346.682617
	Iteration 16Q: 3 clusters Score -3755400 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32893 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -3755488.000000 Penalty: 5346.682617
	Iteration 17Q: 3 clusters Score -3755488 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33235 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -3755548.500000 Penalty: 5346.682617
	Iteration 18Q: 3 clusters Score -3755548 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33569 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -3755618.500000 Penalty: 5346.682617
	Iteration 19Q: 3 clusters Score -3755618 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33909 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -3755700.000000 Penalty: 5346.682617
	Iteration 20F: 3 clusters Score -3755700 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34216 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -3755765.750000 Penalty: 5346.682617
	Iteration 21Q: 3 clusters Score -3755766 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34495 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -3755827.250000 Penalty: 5346.682617
	Iteration 22Q: 3 clusters Score -3755827 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34780 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -3755865.750000 Penalty: 5346.682617
	Iteration 23Q: 3 clusters Score -3755866 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35038 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -3755902.000000 Penalty: 5346.682617
	Iteration 24Q: 3 clusters Score -3755902 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35251 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -3755955.250000 Penalty: 5346.682617
	Iteration 25Q: 3 clusters Score -3755955 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35455 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -3755993.250000 Penalty: 5346.682617
	Iteration 26Q: 3 clusters Score -3755993 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35630 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -3756011.000000 Penalty: 5346.682617
	Iteration 27Q: 3 clusters Score -3756011 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35782 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -3756016.750000 Penalty: 5346.682617
	Iteration 28Q: 3 clusters Score -3756017 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35926 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -3756025.750000 Penalty: 5346.682617
	Iteration 29Q: 3 clusters Score -3756026 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36068 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -3756053.250000 Penalty: 5346.682617
	Iteration 30Q: 3 clusters Score -3756053 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36178 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -3756062.000000 Penalty: 5346.682617
	Iteration 31Q: 3 clusters Score -3756062 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36277 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -3756058.500000 Penalty: 5346.682617
	Iteration 32Q: 3 clusters Score -3756058 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36377 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -3756062.500000 Penalty: 5346.682617
	Iteration 33Q: 3 clusters Score -3756062 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36469 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -3756075.000000 Penalty: 5346.682617
	Iteration 34Q: 3 clusters Score -3756075 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36543 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -3756081.750000 Penalty: 5346.682617
	Iteration 35Q: 3 clusters Score -3756082 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36613 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -3756095.750000 Penalty: 5346.682617
	Iteration 36Q: 3 clusters Score -3756096 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36672 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -3756096.000000 Penalty: 5346.682617
	Iteration 37Q: 3 clusters Score -3756096 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36723 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -3756100.500000 Penalty: 5346.682617
	Iteration 38Q: 3 clusters Score -3756100 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36766 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -3756114.000000 Penalty: 5346.682617
	Iteration 39Q: 3 clusters Score -3756114 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36807 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -3756115.750000 Penalty: 5346.682617
	Iteration 40F: 3 clusters Score -3756116 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36847 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -3756115.750000 Penalty: 5346.682617
	Iteration 41Q: 3 clusters Score -3756116 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36890 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -3756110.750000 Penalty: 5346.682617
	Iteration 42Q: 3 clusters Score -3756111 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36927 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -3756113.750000 Penalty: 5346.682617
	Iteration 43Q: 3 clusters Score -3756114 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36966 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -3756124.000000 Penalty: 5346.682617
	Iteration 44Q: 3 clusters Score -3756124 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37019 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -3756128.250000 Penalty: 5346.682617
	Iteration 45Q: 3 clusters Score -3756128 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37082 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -3756131.500000 Penalty: 5346.682617
	Iteration 46Q: 3 clusters Score -3756132 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37146 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -3756152.250000 Penalty: 5346.682617
	Iteration 47Q: 3 clusters Score -3756152 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37213 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -3756150.250000 Penalty: 5346.682617
	Iteration 48Q: 3 clusters Score -3756150 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37264 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -3756149.500000 Penalty: 5346.682617
	Iteration 49Q: 3 clusters Score -3756150 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37310 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -3756144.750000 Penalty: 5346.682617
	Iteration 50Q: 3 clusters Score -3756145 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37357 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -3756146.000000 Penalty: 5346.682617
	Iteration 51Q: 3 clusters Score -3756146 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37398 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -3756150.750000 Penalty: 5346.682617
	Iteration 52Q: 3 clusters Score -3756151 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37440 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -3756157.000000 Penalty: 5346.682617
	Iteration 53Q: 3 clusters Score -3756157 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37486 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -3756161.750000 Penalty: 5346.682617
	Iteration 54Q: 3 clusters Score -3756162 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37519 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -3756160.500000 Penalty: 5346.682617
	Iteration 55Q: 3 clusters Score -3756160 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37551 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -3756163.000000 Penalty: 5346.682617
	Iteration 56Q: 3 clusters Score -3756163 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37583 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -3756161.500000 Penalty: 5346.682617
	Iteration 57Q: 3 clusters Score -3756162 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37617 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -3756164.750000 Penalty: 5346.682617
	Iteration 58Q: 3 clusters Score -3756165 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37643 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -3756175.500000 Penalty: 5346.682617
	Iteration 59Q: 3 clusters Score -3756176 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37676 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -3756167.250000 Penalty: 5346.682617
	Iteration 60F: 3 clusters Score -3756167 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37715 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -3756164.750000 Penalty: 5346.682617
	Iteration 61Q: 3 clusters Score -3756165 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37763 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -3756167.500000 Penalty: 5346.682617
	Iteration 62Q: 3 clusters Score -3756168 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37800 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -3756165.750000 Penalty: 5346.682617
	Iteration 63Q: 3 clusters Score -3756166 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37836 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -3756163.000000 Penalty: 5346.682617
	Iteration 64Q: 3 clusters Score -3756163 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37869 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -3756178.750000 Penalty: 5346.682617
	Iteration 65Q: 3 clusters Score -3756179 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37900 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -3756179.500000 Penalty: 5346.682617
	Iteration 66Q: 3 clusters Score -3756180 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37929 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -3756176.500000 Penalty: 5346.682617
	Iteration 67Q: 3 clusters Score -3756176 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37960 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -3756188.000000 Penalty: 5346.682617
	Iteration 68Q: 3 clusters Score -3756188 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37991 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -3756181.250000 Penalty: 5346.682617
	Iteration 69Q: 3 clusters Score -3756181 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38030 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -3756189.000000 Penalty: 5346.682617
	Iteration 70Q: 3 clusters Score -3756189 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38067 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -3756199.500000 Penalty: 5346.682617
	Iteration 71Q: 3 clusters Score -3756200 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38107 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -3756193.750000 Penalty: 5346.682617
	Iteration 72Q: 3 clusters Score -3756194 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38151 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -3756202.000000 Penalty: 5346.682617
	Iteration 73Q: 3 clusters Score -3756202 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38179 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -3756208.500000 Penalty: 5346.682617
	Iteration 74Q: 3 clusters Score -3756208 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38211 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -3756213.000000 Penalty: 5346.682617
	Iteration 75Q: 3 clusters Score -3756213 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38240 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -3756212.750000 Penalty: 5346.682617
	Iteration 76Q: 3 clusters Score -3756213 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38268 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -3756204.500000 Penalty: 5346.682617
	Iteration 77Q: 3 clusters Score -3756204 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38289 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -3756203.000000 Penalty: 5346.682617
	Iteration 78Q: 3 clusters Score -3756203 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38301 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -3756199.250000 Penalty: 5346.682617
	Iteration 79Q: 3 clusters Score -3756199 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38311 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -3756198.000000 Penalty: 5346.682617
	Iteration 80F: 3 clusters Score -3756198 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38326 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -3756207.250000 Penalty: 5346.682617
	Iteration 81Q: 3 clusters Score -3756207 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38339 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -3756205.750000 Penalty: 5346.682617
	Iteration 82Q: 3 clusters Score -3756206 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38354 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -3756205.500000 Penalty: 5346.682617
	Iteration 83Q: 3 clusters Score -3756206 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38364 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -3756203.250000 Penalty: 5346.682617
	Iteration 84Q: 3 clusters Score -3756203 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38374 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -3756207.500000 Penalty: 5346.682617
	Iteration 85Q: 3 clusters Score -3756208 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38393 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -3756214.750000 Penalty: 5346.682617
	Iteration 86Q: 3 clusters Score -3756215 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38414 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -3756219.250000 Penalty: 5346.682617
	Iteration 87Q: 3 clusters Score -3756219 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38430 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -3756217.000000 Penalty: 5346.682617
	Iteration 88Q: 3 clusters Score -3756217 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38447 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -3756217.250000 Penalty: 5346.682617
	Iteration 89Q: 3 clusters Score -3756217 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38455 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -3756223.250000 Penalty: 5346.682617
	Iteration 90Q: 3 clusters Score -3756223 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38463 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -3756220.750000 Penalty: 5346.682617
	Iteration 91Q: 3 clusters Score -3756221 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38474 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -3756223.250000 Penalty: 5346.682617
	Iteration 92Q: 3 clusters Score -3756223 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38484 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -3756228.000000 Penalty: 5346.682617
	Iteration 93Q: 3 clusters Score -3756228 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38498 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -3756217.250000 Penalty: 5346.682617
	Iteration 94Q: 3 clusters Score -3756217 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38515 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -3756216.500000 Penalty: 5346.682617
	Iteration 95Q: 3 clusters Score -3756216 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38531 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -3756223.000000 Penalty: 5346.682617
	Iteration 96Q: 3 clusters Score -3756223 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38553 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -3756232.000000 Penalty: 5346.682617
	Iteration 97Q: 3 clusters Score -3756232 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38572 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -3756235.250000 Penalty: 5346.682617
	Iteration 98Q: 3 clusters Score -3756235 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38580 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -3756233.000000 Penalty: 5346.682617
	Iteration 99Q: 3 clusters Score -3756233 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38593 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -3756232.500000 Penalty: 5346.682617
	Iteration 100F: 3 clusters Score -3756232 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38605 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -3756230.500000 Penalty: 5346.682617
	Iteration 101Q: 3 clusters Score -3756230 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38617 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -3756226.500000 Penalty: 5346.682617
	Iteration 102Q: 3 clusters Score -3756226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38624 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -3756224.750000 Penalty: 5346.682617
	Iteration 103Q: 3 clusters Score -3756225 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38633 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -3756229.750000 Penalty: 5346.682617
	Iteration 104Q: 3 clusters Score -3756230 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38646 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -3756236.000000 Penalty: 5346.682617
	Iteration 105Q: 3 clusters Score -3756236 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38656 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -3756236.500000 Penalty: 5346.682617
	Iteration 106Q: 3 clusters Score -3756236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38664 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -3756243.750000 Penalty: 5346.682617
	Iteration 107Q: 3 clusters Score -3756244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38671 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -3756242.000000 Penalty: 5346.682617
	Iteration 108Q: 3 clusters Score -3756242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38677 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -3756243.000000 Penalty: 5346.682617
	Iteration 109Q: 3 clusters Score -3756243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38678 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -3756245.500000 Penalty: 5346.682617
	Iteration 110Q: 3 clusters Score -3756246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38679 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -3756253.250000 Penalty: 5346.682617
	Iteration 111Q: 3 clusters Score -3756253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38681 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -3756247.500000 Penalty: 5346.682617
	Iteration 112Q: 3 clusters Score -3756248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38683 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -3756246.000000 Penalty: 5346.682617
	Iteration 113Q: 3 clusters Score -3756246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38685 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -3756243.500000 Penalty: 5346.682617
	Iteration 114Q: 3 clusters Score -3756244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38685 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -3756243.500000 Penalty: 5346.682617
	Iteration 115F: 3 clusters Score -3756244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74784 members 
Mstep: Class 2 contains 24280 members 
Mstep: Class 3 contains 3398 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 96172 members 
Mstep: Class 6 contains 153963 members 
Mstep: Class 7 contains 8591 members 
Mstep: Class 8 contains 8379 members 
Mstep: Class 9 contains 75890 members 
Mstep: Class 10 contains 61054 members 
Mstep: Class 11 contains 6248 members 
Mstep: Class 12 contains 13619 members 
Mstep: Class 13 contains 5799 members 
Mstep: Class 14 contains 22125 members 
Mstep: Class 15 contains 17030 members 
Mstep: Class 16 contains 13593 members 
Mstep: Class 17 contains 37762 members 
Mstep: Class 18 contains 2925 members 
Mstep: Class 19 contains 5636 members 
Mstep: Class 20 contains 11826 members 
Mstep: Class 21 contains 9814 members 
Mstep: Class 22 contains 10027 members 
Mstep: Class 23 contains 28624 members 
Mstep: Class 24 contains 518484 members 
Mstep: Class 25 contains 60455 members 
Mstep: Class 26 contains 6808 members 
Mstep: Class 27 contains 3469 members 
Mstep: Class 28 contains 69954 members 
Mstep: Class 29 contains 6136 members 
Mstep: Class 30 contains 16904 members 
Mstep: Class 31 contains 3337 members 
Mstep: Class 32 contains 23726 members 
Mstep: Class 33 contains 2760 members 
Mstep: Class 34 contains 48031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111987048.000000 Penalty: 123221.835938
Iteration 479Q: 36 clusters Score -1.11987e+08 nChanged 4414
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74889 members 
Mstep: Class 2 contains 24310 members 
Mstep: Class 3 contains 3399 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 96182 members 
Mstep: Class 6 contains 153961 members 
Mstep: Class 7 contains 8591 members 
Mstep: Class 8 contains 8379 members 
Mstep: Class 9 contains 76188 members 
Mstep: Class 10 contains 61026 members 
Mstep: Class 11 contains 6248 members 
Mstep: Class 12 contains 13620 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 22105 members 
Mstep: Class 15 contains 17024 members 
Mstep: Class 16 contains 13645 members 
Mstep: Class 17 contains 37750 members 
Mstep: Class 18 contains 2909 members 
Mstep: Class 19 contains 5660 members 
Mstep: Class 20 contains 11826 members 
Mstep: Class 21 contains 9815 members 
Mstep: Class 22 contains 10027 members 
Mstep: Class 23 contains 28795 members 
Mstep: Class 24 contains 517417 members 
Mstep: Class 25 contains 60183 members 
Mstep: Class 26 contains 6808 members 
Mstep: Class 27 contains 3469 members 
Mstep: Class 28 contains 70630 members 
Mstep: Class 29 contains 6136 members 
Mstep: Class 30 contains 16970 members 
Mstep: Class 31 contains 3337 members 
Mstep: Class 32 contains 23752 members 
Mstep: Class 33 contains 2760 members 
Mstep: Class 34 contains 48041 members 
Mstep: Class 35 contains 7874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111989080.000000 Penalty: 123221.835938
Iteration 480F: 36 clusters Score -1.119891e+08 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74871 members 
Mstep: Class 2 contains 24319 members 
Mstep: Class 3 contains 3398 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 96189 members 
Mstep: Class 6 contains 153958 members 
Mstep: Class 7 contains 8591 members 
Mstep: Class 8 contains 8379 members 
Mstep: Class 9 contains 76180 members 
Mstep: Class 10 contains 60980 members 
Mstep: Class 11 contains 6246 members 
Mstep: Class 12 contains 13620 members 
Mstep: Class 13 contains 5784 members 
Mstep: Class 14 contains 22111 members 
Mstep: Class 15 contains 17011 members 
Mstep: Class 16 contains 13655 members 
Mstep: Class 17 contains 37749 members 
Mstep: Class 18 contains 2892 members 
Mstep: Class 19 contains 5651 members 
Mstep: Class 20 contains 11826 members 
Mstep: Class 21 contains 9806 members 
Mstep: Class 22 contains 10028 members 
Mstep: Class 23 contains 28760 members 
Mstep: Class 24 contains 516624 members 
Mstep: Class 25 contains 59960 members 
Mstep: Class 26 contains 6813 members 
Mstep: Class 27 contains 3469 members 
Mstep: Class 28 contains 70587 members 
Mstep: Class 29 contains 6136 members 
Mstep: Class 30 contains 17016 members 
Mstep: Class 31 contains 3337 members 
Mstep: Class 32 contains 23761 members 
Mstep: Class 33 contains 2760 members 
Mstep: Class 34 contains 48061 members 
Mstep: Class 35 contains 8992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111989768.000000 Penalty: 123221.835938
Iteration 481Q: 36 clusters Score -1.119898e+08 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74848 members 
Mstep: Class 2 contains 24341 members 
Mstep: Class 3 contains 3399 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 96219 members 
Mstep: Class 6 contains 153961 members 
Mstep: Class 7 contains 8591 members 
Mstep: Class 8 contains 8379 members 
Mstep: Class 9 contains 76183 members 
Mstep: Class 10 contains 60916 members 
Mstep: Class 11 contains 6240 members 
Mstep: Class 12 contains 13620 members 
Mstep: Class 13 contains 5772 members 
Mstep: Class 14 contains 22119 members 
Mstep: Class 15 contains 17000 members 
Mstep: Class 16 contains 13645 members 
Mstep: Class 17 contains 37768 members 
Mstep: Class 18 contains 2875 members 
Mstep: Class 19 contains 5647 members 
Mstep: Class 20 contains 11826 members 
Mstep: Class 21 contains 9791 members 
Mstep: Class 22 contains 10029 members 
Mstep: Class 23 contains 28697 members 
Mstep: Class 24 contains 516107 members 
Mstep: Class 25 contains 59803 members 
Mstep: Class 26 contains 6813 members 
Mstep: Class 27 contains 3469 members 
Mstep: Class 28 contains 70449 members 
Mstep: Class 29 contains 6135 members 
Mstep: Class 30 contains 17069 members 
Mstep: Class 31 contains 3337 members 
Mstep: Class 32 contains 23780 members 
Mstep: Class 33 contains 2760 members 
Mstep: Class 34 contains 48082 members 
Mstep: Class 35 contains 9850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111989976.000000 Penalty: 123221.835938
Iteration 482Q: 36 clusters Score -1.1199e+08 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74827 members 
Mstep: Class 2 contains 24330 members 
Mstep: Class 3 contains 3398 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 96268 members 
Mstep: Class 6 contains 153962 members 
Mstep: Class 7 contains 8591 members 
Mstep: Class 8 contains 8382 members 
Mstep: Class 9 contains 76203 members 
Mstep: Class 10 contains 60865 members 
Mstep: Class 11 contains 6232 members 
Mstep: Class 12 contains 13620 members 
Mstep: Class 13 contains 5760 members 
Mstep: Class 14 contains 22132 members 
Mstep: Class 15 contains 16994 members 
Mstep: Class 16 contains 13637 members 
Mstep: Class 17 contains 37781 members 
Mstep: Class 18 contains 2861 members 
Mstep: Class 19 contains 5632 members 
Mstep: Class 20 contains 11826 members 
Mstep: Class 21 contains 9772 members 
Mstep: Class 22 contains 10029 members 
Mstep: Class 23 contains 28648 members 
Mstep: Class 24 contains 515582 members 
Mstep: Class 25 contains 59685 members 
Mstep: Class 26 contains 6814 members 
Mstep: Class 27 contains 3469 members 
Mstep: Class 28 contains 70267 members 
Mstep: Class 29 contains 6135 members 
Mstep: Class 30 contains 17132 members 
Mstep: Class 31 contains 3338 members 
Mstep: Class 32 contains 23793 members 
Mstep: Class 33 contains 2760 members 
Mstep: Class 34 contains 48093 members 
Mstep: Class 35 contains 10702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111990224.000000 Penalty: 123221.835938
Iteration 483Q: 36 clusters Score -1.119902e+08 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74817 members 
Mstep: Class 2 contains 24328 members 
Mstep: Class 3 contains 3396 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 96308 members 
Mstep: Class 6 contains 153959 members 
Mstep: Class 7 contains 8591 members 
Mstep: Class 8 contains 8379 members 
Mstep: Class 9 contains 76239 members 
Mstep: Class 10 contains 60832 members 
Mstep: Class 11 contains 6224 members 
Mstep: Class 12 contains 13621 members 
Mstep: Class 13 contains 5751 members 
Mstep: Class 14 contains 22148 members 
Mstep: Class 15 contains 16990 members 
Mstep: Class 16 contains 13640 members 
Mstep: Class 17 contains 37787 members 
Mstep: Class 18 contains 2841 members 
Mstep: Class 19 contains 5631 members 
Mstep: Class 20 contains 11826 members 
Mstep: Class 21 contains 9755 members 
Mstep: Class 22 contains 10029 members 
Mstep: Class 23 contains 28616 members 
Mstep: Class 24 contains 515113 members 
Mstep: Class 25 contains 59570 members 
Mstep: Class 26 contains 6813 members 
Mstep: Class 27 contains 3470 members 
Mstep: Class 28 contains 70039 members 
Mstep: Class 29 contains 6136 members 
Mstep: Class 30 contains 17186 members 
Mstep: Class 31 contains 3338 members 
Mstep: Class 32 contains 23802 members 
Mstep: Class 33 contains 2760 members 
Mstep: Class 34 contains 48107 members 
Mstep: Class 35 contains 11478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111990440.000000 Penalty: 123221.835938
Iteration 484Q: 36 clusters Score -1.119904e+08 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74808 members 
Mstep: Class 2 contains 24323 members 
Mstep: Class 3 contains 3397 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 96353 members 
Mstep: Class 6 contains 153958 members 
Mstep: Class 7 contains 8591 members 
Mstep: Class 8 contains 8378 members 
Mstep: Class 9 contains 76283 members 
Mstep: Class 10 contains 60812 members 
Mstep: Class 11 contains 6217 members 
Mstep: Class 12 contains 13621 members 
Mstep: Class 13 contains 5749 members 
Mstep: Class 14 contains 22162 members 
Mstep: Class 15 contains 16989 members 
Mstep: Class 16 contains 13637 members 
Mstep: Class 17 contains 37796 members 
Mstep: Class 18 contains 2824 members 
Mstep: Class 19 contains 5632 members 
Mstep: Class 20 contains 11826 members 
Mstep: Class 21 contains 9744 members 
Mstep: Class 22 contains 10029 members 
Mstep: Class 23 contains 28576 members 
Mstep: Class 24 contains 514645 members 
Mstep: Class 25 contains 59486 members 
Mstep: Class 26 contains 6811 members 
Mstep: Class 27 contains 3471 members 
Mstep: Class 28 contains 69718 members 
Mstep: Class 29 contains 6138 members 
Mstep: Class 30 contains 17239 members 
Mstep: Class 31 contains 3335 members 
Mstep: Class 32 contains 23807 members 
Mstep: Class 33 contains 2760 members 
Mstep: Class 34 contains 48112 members 
Mstep: Class 35 contains 12293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111990816.000000 Penalty: 123221.835938
Iteration 485Q: 36 clusters Score -1.119908e+08 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74799 members 
Mstep: Class 2 contains 24322 members 
Mstep: Class 3 contains 3397 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 96389 members 
Mstep: Class 6 contains 153958 members 
Mstep: Class 7 contains 8591 members 
Mstep: Class 8 contains 8378 members 
Mstep: Class 9 contains 76330 members 
Mstep: Class 10 contains 60797 members 
Mstep: Class 11 contains 6212 members 
Mstep: Class 12 contains 13622 members 
Mstep: Class 13 contains 5747 members 
Mstep: Class 14 contains 22178 members 
Mstep: Class 15 contains 16980 members 
Mstep: Class 16 contains 13645 members 
Mstep: Class 17 contains 37797 members 
Mstep: Class 18 contains 2811 members 
Mstep: Class 19 contains 5638 members 
Mstep: Class 20 contains 11826 members 
Mstep: Class 21 contains 9730 members 
Mstep: Class 22 contains 10031 members 
Mstep: Class 23 contains 28553 members 
Mstep: Class 24 contains 514202 members 
Mstep: Class 25 contains 59420 members 
Mstep: Class 26 contains 6810 members 
Mstep: Class 27 contains 3472 members 
Mstep: Class 28 contains 69440 members 
Mstep: Class 29 contains 6138 members 
Mstep: Class 30 contains 17275 members 
Mstep: Class 31 contains 3334 members 
Mstep: Class 32 contains 23806 members 
Mstep: Class 33 contains 2760 members 
Mstep: Class 34 contains 48119 members 
Mstep: Class 35 contains 13013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111991008.000000 Penalty: 123221.835938
Iteration 486Q: 36 clusters Score -1.11991e+08 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74786 members 
Mstep: Class 2 contains 24322 members 
Mstep: Class 3 contains 3395 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 96429 members 
Mstep: Class 6 contains 153958 members 
Mstep: Class 7 contains 8590 members 
Mstep: Class 8 contains 8378 members 
Mstep: Class 9 contains 76361 members 
Mstep: Class 10 contains 60783 members 
Mstep: Class 11 contains 6207 members 
Mstep: Class 12 contains 13622 members 
Mstep: Class 13 contains 5745 members 
Mstep: Class 14 contains 22193 members 
Mstep: Class 15 contains 16977 members 
Mstep: Class 16 contains 13655 members 
Mstep: Class 17 contains 37813 members 
Mstep: Class 18 contains 2797 members 
Mstep: Class 19 contains 5635 members 
Mstep: Class 20 contains 11826 members 
Mstep: Class 21 contains 9725 members 
Mstep: Class 22 contains 10033 members 
Mstep: Class 23 contains 28546 members 
Mstep: Class 24 contains 513820 members 
Mstep: Class 25 contains 59356 members 
Mstep: Class 26 contains 6806 members 
Mstep: Class 27 contains 3471 members 
Mstep: Class 28 contains 69142 members 
Mstep: Class 29 contains 6137 members 
Mstep: Class 30 contains 17304 members 
Mstep: Class 31 contains 3333 members 
Mstep: Class 32 contains 23792 members 
Mstep: Class 33 contains 2760 members 
Mstep: Class 34 contains 48123 members 
Mstep: Class 35 contains 13700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111991160.000000 Penalty: 123221.835938
Iteration 487Q: 36 clusters Score -1.119912e+08 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74784 members 
Mstep: Class 2 contains 24318 members 
Mstep: Class 3 contains 3395 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 96475 members 
Mstep: Class 6 contains 153958 members 
Mstep: Class 7 contains 8590 members 
Mstep: Class 8 contains 8376 members 
Mstep: Class 9 contains 76412 members 
Mstep: Class 10 contains 60771 members 
Mstep: Class 11 contains 6202 members 
Mstep: Class 12 contains 13623 members 
Mstep: Class 13 contains 5743 members 
Mstep: Class 14 contains 22198 members 
Mstep: Class 15 contains 16976 members 
Mstep: Class 16 contains 13666 members 
Mstep: Class 17 contains 37826 members 
Mstep: Class 18 contains 2785 members 
Mstep: Class 19 contains 5633 members 
Mstep: Class 20 contains 11825 members 
Mstep: Class 21 contains 9715 members 
Mstep: Class 22 contains 10034 members 
Mstep: Class 23 contains 28524 members 
Mstep: Class 24 contains 513436 members 
Mstep: Class 25 contains 59299 members 
Mstep: Class 26 contains 6804 members 
Mstep: Class 27 contains 3472 members 
Mstep: Class 28 contains 68841 members 
Mstep: Class 29 contains 6137 members 
Mstep: Class 30 contains 17323 members 
Mstep: Class 31 contains 3334 members 
Mstep: Class 32 contains 23788 members 
Mstep: Class 33 contains 2760 members 
Mstep: Class 34 contains 48124 members 
Mstep: Class 35 contains 14373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111991312.000000 Penalty: 123221.835938
Iteration 488Q: 36 clusters Score -1.119913e+08 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74774 members 
Mstep: Class 2 contains 24319 members 
Mstep: Class 3 contains 3393 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 96509 members 
Mstep: Class 6 contains 153955 members 
Mstep: Class 7 contains 8590 members 
Mstep: Class 8 contains 8377 members 
Mstep: Class 9 contains 76453 members 
Mstep: Class 10 contains 60763 members 
Mstep: Class 11 contains 6193 members 
Mstep: Class 12 contains 13624 members 
Mstep: Class 13 contains 5742 members 
Mstep: Class 14 contains 22209 members 
Mstep: Class 15 contains 16979 members 
Mstep: Class 16 contains 13670 members 
Mstep: Class 17 contains 37830 members 
Mstep: Class 18 contains 2767 members 
Mstep: Class 19 contains 5625 members 
Mstep: Class 20 contains 11825 members 
Mstep: Class 21 contains 9702 members 
Mstep: Class 22 contains 10034 members 
Mstep: Class 23 contains 28509 members 
Mstep: Class 24 contains 513078 members 
Mstep: Class 25 contains 59257 members 
Mstep: Class 26 contains 6806 members 
Mstep: Class 27 contains 3472 members 
Mstep: Class 28 contains 68543 members 
Mstep: Class 29 contains 6138 members 
Mstep: Class 30 contains 17344 members 
Mstep: Class 31 contains 3337 members 
Mstep: Class 32 contains 23785 members 
Mstep: Class 33 contains 2760 members 
Mstep: Class 34 contains 48128 members 
Mstep: Class 35 contains 15030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111991848.000000 Penalty: 123221.835938
Iteration 489Q: 36 clusters Score -1.119918e+08 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74765 members 
Mstep: Class 2 contains 24315 members 
Mstep: Class 3 contains 3392 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 96547 members 
Mstep: Class 6 contains 153954 members 
Mstep: Class 7 contains 8590 members 
Mstep: Class 8 contains 8378 members 
Mstep: Class 9 contains 76498 members 
Mstep: Class 10 contains 60746 members 
Mstep: Class 11 contains 6183 members 
Mstep: Class 12 contains 13626 members 
Mstep: Class 13 contains 5745 members 
Mstep: Class 14 contains 22215 members 
Mstep: Class 15 contains 16983 members 
Mstep: Class 16 contains 13681 members 
Mstep: Class 17 contains 37826 members 
Mstep: Class 18 contains 2757 members 
Mstep: Class 19 contains 5623 members 
Mstep: Class 20 contains 11825 members 
Mstep: Class 21 contains 9684 members 
Mstep: Class 22 contains 10033 members 
Mstep: Class 23 contains 28512 members 
Mstep: Class 24 contains 512721 members 
Mstep: Class 25 contains 59210 members 
Mstep: Class 26 contains 6807 members 
Mstep: Class 27 contains 3473 members 
Mstep: Class 28 contains 68239 members 
Mstep: Class 29 contains 6140 members 
Mstep: Class 30 contains 17363 members 
Mstep: Class 31 contains 3339 members 
Mstep: Class 32 contains 23793 members 
Mstep: Class 33 contains 2760 members 
Mstep: Class 34 contains 48124 members 
Mstep: Class 35 contains 15673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111992112.000000 Penalty: 123221.835938
Iteration 490Q: 36 clusters Score -1.119921e+08 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74762 members 
Mstep: Class 2 contains 24311 members 
Mstep: Class 3 contains 3392 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 96585 members 
Mstep: Class 6 contains 153955 members 
Mstep: Class 7 contains 8590 members 
Mstep: Class 8 contains 8378 members 
Mstep: Class 9 contains 76531 members 
Mstep: Class 10 contains 60734 members 
Mstep: Class 11 contains 6170 members 
Mstep: Class 12 contains 13629 members 
Mstep: Class 13 contains 5742 members 
Mstep: Class 14 contains 22217 members 
Mstep: Class 15 contains 16981 members 
Mstep: Class 16 contains 13692 members 
Mstep: Class 17 contains 37827 members 
Mstep: Class 18 contains 2742 members 
Mstep: Class 19 contains 5626 members 
Mstep: Class 20 contains 11825 members 
Mstep: Class 21 contains 9671 members 
Mstep: Class 22 contains 10034 members 
Mstep: Class 23 contains 28503 members 
Mstep: Class 24 contains 512381 members 
Mstep: Class 25 contains 59181 members 
Mstep: Class 26 contains 6807 members 
Mstep: Class 27 contains 3474 members 
Mstep: Class 28 contains 67941 members 
Mstep: Class 29 contains 6142 members 
Mstep: Class 30 contains 17386 members 
Mstep: Class 31 contains 3338 members 
Mstep: Class 32 contains 23799 members 
Mstep: Class 33 contains 2760 members 
Mstep: Class 34 contains 48120 members 
Mstep: Class 35 contains 16294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111992216.000000 Penalty: 123221.835938
Iteration 491Q: 36 clusters Score -1.119922e+08 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74768 members 
Mstep: Class 2 contains 24313 members 
Mstep: Class 3 contains 3391 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 96622 members 
Mstep: Class 6 contains 153954 members 
Mstep: Class 7 contains 8590 members 
Mstep: Class 8 contains 8378 members 
Mstep: Class 9 contains 76558 members 
Mstep: Class 10 contains 60724 members 
Mstep: Class 11 contains 6162 members 
Mstep: Class 12 contains 13632 members 
Mstep: Class 13 contains 5739 members 
Mstep: Class 14 contains 22225 members 
Mstep: Class 15 contains 16978 members 
Mstep: Class 16 contains 13689 members 
Mstep: Class 17 contains 37827 members 
Mstep: Class 18 contains 2730 members 
Mstep: Class 19 contains 5633 members 
Mstep: Class 20 contains 11825 members 
Mstep: Class 21 contains 9659 members 
Mstep: Class 22 contains 10034 members 
Mstep: Class 23 contains 28506 members 
Mstep: Class 24 contains 512033 members 
Mstep: Class 25 contains 59148 members 
Mstep: Class 26 contains 6805 members 
Mstep: Class 27 contains 3474 members 
Mstep: Class 28 contains 67682 members 
Mstep: Class 29 contains 6143 members 
Mstep: Class 30 contains 17408 members 
Mstep: Class 31 contains 3338 members 
Mstep: Class 32 contains 23806 members 
Mstep: Class 33 contains 2760 members 
Mstep: Class 34 contains 48117 members 
Mstep: Class 35 contains 16869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111992448.000000 Penalty: 123221.835938
Iteration 492Q: 36 clusters Score -1.119924e+08 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74769 members 
Mstep: Class 2 contains 24315 members 
Mstep: Class 3 contains 3389 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 96661 members 
Mstep: Class 6 contains 153957 members 
Mstep: Class 7 contains 8590 members 
Mstep: Class 8 contains 8378 members 
Mstep: Class 9 contains 76577 members 
Mstep: Class 10 contains 60715 members 
Mstep: Class 11 contains 6157 members 
Mstep: Class 12 contains 13634 members 
Mstep: Class 13 contains 5739 members 
Mstep: Class 14 contains 22228 members 
Mstep: Class 15 contains 16976 members 
Mstep: Class 16 contains 13690 members 
Mstep: Class 17 contains 37826 members 
Mstep: Class 18 contains 2706 members 
Mstep: Class 19 contains 5634 members 
Mstep: Class 20 contains 11825 members 
Mstep: Class 21 contains 9654 members 
Mstep: Class 22 contains 10034 members 
Mstep: Class 23 contains 28512 members 
Mstep: Class 24 contains 511718 members 
Mstep: Class 25 contains 59107 members 
Mstep: Class 26 contains 6802 members 
Mstep: Class 27 contains 3475 members 
Mstep: Class 28 contains 67450 members 
Mstep: Class 29 contains 6144 members 
Mstep: Class 30 contains 17424 members 
Mstep: Class 31 contains 3339 members 
Mstep: Class 32 contains 23802 members 
Mstep: Class 33 contains 2760 members 
Mstep: Class 34 contains 48118 members 
Mstep: Class 35 contains 17415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111992616.000000 Penalty: 123221.835938
Iteration 493Q: 36 clusters Score -1.119926e+08 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74763 members 
Mstep: Class 2 contains 24314 members 
Mstep: Class 3 contains 3389 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 96719 members 
Mstep: Class 6 contains 153960 members 
Mstep: Class 7 contains 8590 members 
Mstep: Class 8 contains 8378 members 
Mstep: Class 9 contains 76601 members 
Mstep: Class 10 contains 60711 members 
Mstep: Class 11 contains 6156 members 
Mstep: Class 12 contains 13634 members 
Mstep: Class 13 contains 5739 members 
Mstep: Class 14 contains 22223 members 
Mstep: Class 15 contains 16975 members 
Mstep: Class 16 contains 13701 members 
Mstep: Class 17 contains 37821 members 
Mstep: Class 18 contains 2699 members 
Mstep: Class 19 contains 5639 members 
Mstep: Class 20 contains 11825 members 
Mstep: Class 21 contains 9654 members 
Mstep: Class 22 contains 10035 members 
Mstep: Class 23 contains 28514 members 
Mstep: Class 24 contains 511405 members 
Mstep: Class 25 contains 59074 members 
Mstep: Class 26 contains 6799 members 
Mstep: Class 27 contains 3474 members 
Mstep: Class 28 contains 67194 members 
Mstep: Class 29 contains 6143 members 
Mstep: Class 30 contains 17438 members 
Mstep: Class 31 contains 3341 members 
Mstep: Class 32 contains 23802 members 
Mstep: Class 33 contains 2760 members 
Mstep: Class 34 contains 48122 members 
Mstep: Class 35 contains 17928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111992448.000000 Penalty: 123221.835938
Iteration 494Q: 36 clusters Score -1.119924e+08 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74762 members 
Mstep: Class 2 contains 24310 members 
Mstep: Class 3 contains 3389 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 96782 members 
Mstep: Class 6 contains 153956 members 
Mstep: Class 7 contains 8590 members 
Mstep: Class 8 contains 8378 members 
Mstep: Class 9 contains 76638 members 
Mstep: Class 10 contains 60700 members 
Mstep: Class 11 contains 6151 members 
Mstep: Class 12 contains 13634 members 
Mstep: Class 13 contains 5740 members 
Mstep: Class 14 contains 22222 members 
Mstep: Class 15 contains 16973 members 
Mstep: Class 16 contains 13715 members 
Mstep: Class 17 contains 37826 members 
Mstep: Class 18 contains 2684 members 
Mstep: Class 19 contains 5640 members 
Mstep: Class 20 contains 11825 members 
Mstep: Class 21 contains 9647 members 
Mstep: Class 22 contains 10035 members 
Mstep: Class 23 contains 28504 members 
Mstep: Class 24 contains 511069 members 
Mstep: Class 25 contains 59048 members 
Mstep: Class 26 contains 6800 members 
Mstep: Class 27 contains 3473 members 
Mstep: Class 28 contains 66987 members 
Mstep: Class 29 contains 6143 members 
Mstep: Class 30 contains 17453 members 
Mstep: Class 31 contains 3340 members 
Mstep: Class 32 contains 23800 members 
Mstep: Class 33 contains 2760 members 
Mstep: Class 34 contains 48125 members 
Mstep: Class 35 contains 18421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111992224.000000 Penalty: 123221.835938
Iteration 495Q: 36 clusters Score -1.119922e+08 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74765 members 
Mstep: Class 2 contains 24309 members 
Mstep: Class 3 contains 3388 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 96842 members 
Mstep: Class 6 contains 153956 members 
Mstep: Class 7 contains 8590 members 
Mstep: Class 8 contains 8377 members 
Mstep: Class 9 contains 76662 members 
Mstep: Class 10 contains 60694 members 
Mstep: Class 11 contains 6149 members 
Mstep: Class 12 contains 13635 members 
Mstep: Class 13 contains 5741 members 
Mstep: Class 14 contains 22220 members 
Mstep: Class 15 contains 16972 members 
Mstep: Class 16 contains 13730 members 
Mstep: Class 17 contains 37835 members 
Mstep: Class 18 contains 2673 members 
Mstep: Class 19 contains 5642 members 
Mstep: Class 20 contains 11825 members 
Mstep: Class 21 contains 9643 members 
Mstep: Class 22 contains 10036 members 
Mstep: Class 23 contains 28493 members 
Mstep: Class 24 contains 510771 members 
Mstep: Class 25 contains 59020 members 
Mstep: Class 26 contains 6799 members 
Mstep: Class 27 contains 3473 members 
Mstep: Class 28 contains 66760 members 
Mstep: Class 29 contains 6143 members 
Mstep: Class 30 contains 17476 members 
Mstep: Class 31 contains 3340 members 
Mstep: Class 32 contains 23800 members 
Mstep: Class 33 contains 2760 members 
Mstep: Class 34 contains 48125 members 
Mstep: Class 35 contains 18876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111992336.000000 Penalty: 123221.835938
Iteration 496Q: 36 clusters Score -1.119923e+08 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74777 members 
Mstep: Class 2 contains 24313 members 
Mstep: Class 3 contains 3389 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 96898 members 
Mstep: Class 6 contains 153956 members 
Mstep: Class 7 contains 8590 members 
Mstep: Class 8 contains 8376 members 
Mstep: Class 9 contains 76675 members 
Mstep: Class 10 contains 60690 members 
Mstep: Class 11 contains 6147 members 
Mstep: Class 12 contains 13637 members 
Mstep: Class 13 contains 5741 members 
Mstep: Class 14 contains 22221 members 
Mstep: Class 15 contains 16968 members 
Mstep: Class 16 contains 13738 members 
Mstep: Class 17 contains 37840 members 
Mstep: Class 18 contains 2670 members 
Mstep: Class 19 contains 5645 members 
Mstep: Class 20 contains 11825 members 
Mstep: Class 21 contains 9639 members 
Mstep: Class 22 contains 10036 members 
Mstep: Class 23 contains 28486 members 
Mstep: Class 24 contains 510460 members 
Mstep: Class 25 contains 58990 members 
Mstep: Class 26 contains 6798 members 
Mstep: Class 27 contains 3473 members 
Mstep: Class 28 contains 66538 members 
Mstep: Class 29 contains 6143 members 
Mstep: Class 30 contains 17489 members 
Mstep: Class 31 contains 3340 members 
Mstep: Class 32 contains 23797 members 
Mstep: Class 33 contains 2760 members 
Mstep: Class 34 contains 48126 members 
Mstep: Class 35 contains 19349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111992112.000000 Penalty: 123221.835938
Iteration 497Q: 36 clusters Score -1.119921e+08 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74778 members 
Mstep: Class 2 contains 24310 members 
Mstep: Class 3 contains 3389 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 96947 members 
Mstep: Class 6 contains 153955 members 
Mstep: Class 7 contains 8590 members 
Mstep: Class 8 contains 8376 members 
Mstep: Class 9 contains 76683 members 
Mstep: Class 10 contains 60684 members 
Mstep: Class 11 contains 6145 members 
Mstep: Class 12 contains 13640 members 
Mstep: Class 13 contains 5742 members 
Mstep: Class 14 contains 22228 members 
Mstep: Class 15 contains 16963 members 
Mstep: Class 16 contains 13751 members 
Mstep: Class 17 contains 37846 members 
Mstep: Class 18 contains 2667 members 
Mstep: Class 19 contains 5646 members 
Mstep: Class 20 contains 11825 members 
Mstep: Class 21 contains 9642 members 
Mstep: Class 22 contains 10035 members 
Mstep: Class 23 contains 28482 members 
Mstep: Class 24 contains 510156 members 
Mstep: Class 25 contains 58960 members 
Mstep: Class 26 contains 6797 members 
Mstep: Class 27 contains 3473 members 
Mstep: Class 28 contains 66335 members 
Mstep: Class 29 contains 6143 members 
Mstep: Class 30 contains 17516 members 
Mstep: Class 31 contains 3339 members 
Mstep: Class 32 contains 23798 members 
Mstep: Class 33 contains 2760 members 
Mstep: Class 34 contains 48122 members 
Mstep: Class 35 contains 19797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111992168.000000 Penalty: 123221.835938
Iteration 498Q: 36 clusters Score -1.119922e+08 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74780 members 
Mstep: Class 2 contains 24312 members 
Mstep: Class 3 contains 3389 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 96993 members 
Mstep: Class 6 contains 153955 members 
Mstep: Class 7 contains 8590 members 
Mstep: Class 8 contains 8376 members 
Mstep: Class 9 contains 76700 members 
Mstep: Class 10 contains 60681 members 
Mstep: Class 11 contains 6146 members 
Mstep: Class 12 contains 13641 members 
Mstep: Class 13 contains 5741 members 
Mstep: Class 14 contains 22232 members 
Mstep: Class 15 contains 16951 members 
Mstep: Class 16 contains 13755 members 
Mstep: Class 17 contains 37848 members 
Mstep: Class 18 contains 2667 members 
Mstep: Class 19 contains 5651 members 
Mstep: Class 20 contains 11825 members 
Mstep: Class 21 contains 9639 members 
Mstep: Class 22 contains 10034 members 
Mstep: Class 23 contains 28491 members 
Mstep: Class 24 contains 509853 members 
Mstep: Class 25 contains 58920 members 
Mstep: Class 26 contains 6796 members 
Mstep: Class 27 contains 3475 members 
Mstep: Class 28 contains 66152 members 
Mstep: Class 29 contains 6143 members 
Mstep: Class 30 contains 17547 members 
Mstep: Class 31 contains 3339 members 
Mstep: Class 32 contains 23802 members 
Mstep: Class 33 contains 2760 members 
Mstep: Class 34 contains 48121 members 
Mstep: Class 35 contains 20215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111992224.000000 Penalty: 123221.835938
Iteration 499Q: 36 clusters Score -1.119922e+08 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74785 members 
Mstep: Class 2 contains 24306 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 97029 members 
Mstep: Class 6 contains 153955 members 
Mstep: Class 7 contains 8590 members 
Mstep: Class 8 contains 8376 members 
Mstep: Class 9 contains 76711 members 
Mstep: Class 10 contains 60672 members 
Mstep: Class 11 contains 6145 members 
Mstep: Class 12 contains 13640 members 
Mstep: Class 13 contains 5743 members 
Mstep: Class 14 contains 22233 members 
Mstep: Class 15 contains 16937 members 
Mstep: Class 16 contains 13762 members 
Mstep: Class 17 contains 37850 members 
Mstep: Class 18 contains 2655 members 
Mstep: Class 19 contains 5651 members 
Mstep: Class 20 contains 11824 members 
Mstep: Class 21 contains 9637 members 
Mstep: Class 22 contains 10034 members 
Mstep: Class 23 contains 28501 members 
Mstep: Class 24 contains 509580 members 
Mstep: Class 25 contains 58886 members 
Mstep: Class 26 contains 6796 members 
Mstep: Class 27 contains 3476 members 
Mstep: Class 28 contains 65986 members 
Mstep: Class 29 contains 6143 members 
Mstep: Class 30 contains 17578 members 
Mstep: Class 31 contains 3339 members 
Mstep: Class 32 contains 23807 members 
Mstep: Class 33 contains 2760 members 
Mstep: Class 34 contains 48126 members 
Mstep: Class 35 contains 20617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111992408.000000 Penalty: 123221.835938
Iteration 500F: 36 clusters Score -1.119924e+08 nChanged 923
Maximum iterations exceeded
22->36 Clusters: Score -111992408.000000, best is -111996776.000000

Starting from 23 clusters...
--- Clustering full data set of 1463094 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66511 members 
Mstep: Class 2 contains 66370 members 
Mstep: Class 3 contains 66753 members 
Mstep: Class 4 contains 67123 members 
Mstep: Class 5 contains 66413 members 
Mstep: Class 6 contains 66657 members 
Mstep: Class 7 contains 66323 members 
Mstep: Class 8 contains 66279 members 
Mstep: Class 9 contains 66420 members 
Mstep: Class 10 contains 66273 members 
Mstep: Class 11 contains 66341 members 
Mstep: Class 12 contains 66602 members 
Mstep: Class 13 contains 66742 members 
Mstep: Class 14 contains 66454 members 
Mstep: Class 15 contains 66766 members 
Mstep: Class 16 contains 66464 members 
Mstep: Class 17 contains 66451 members 
Mstep: Class 18 contains 65999 members 
Mstep: Class 19 contains 66234 members 
Mstep: Class 20 contains 66811 members 
Mstep: Class 21 contains 66402 members 
Mstep: Class 22 contains 66706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 860.577393 but Gain 3520.625000
Score: -104197448.000000 Penalty: 73933.101562
Iteration 0F: 22 clusters Score -1.041974e+08 nChanged 1389138
Entering Unmasked Mstep 
Mstep: Class 0 contains 359 members 
Mstep: Class 1 contains 51292 members 
Mstep: Class 2 contains 47174 members 
Mstep: Class 3 contains 81738 members 
Mstep: Class 4 contains 70912 members 
Mstep: Class 5 contains 70327 members 
Mstep: Class 6 contains 62664 members 
Mstep: Class 7 contains 52589 members 
Mstep: Class 8 contains 65315 members 
Mstep: Class 9 contains 37178 members 
Mstep: Class 11 contains 54404 members 
Mstep: Class 12 contains 73203 members 
Mstep: Class 13 contains 84375 members 
Mstep: Class 14 contains 218650 members 
Mstep: Class 15 contains 46525 members 
Mstep: Class 16 contains 69860 members 
Mstep: Class 17 contains 57681 members 
Mstep: Class 18 contains 47366 members 
Mstep: Class 19 contains 42218 members 
Mstep: Class 20 contains 66456 members 
Mstep: Class 21 contains 65857 members 
Mstep: Class 22 contains 96951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108807336.000000 Penalty: 73933.101562
Iteration 1F: 22 clusters Score -1.088073e+08 nChanged 553614
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 41273 members 
Mstep: Class 2 contains 35367 members 
Mstep: Class 3 contains 97827 members 
Mstep: Class 4 contains 46762 members 
Mstep: Class 5 contains 96684 members 
Mstep: Class 6 contains 33712 members 
Mstep: Class 7 contains 50072 members 
Mstep: Class 8 contains 62115 members 
Mstep: Class 9 contains 24210 members 
Mstep: Class 11 contains 57512 members 
Mstep: Class 12 contains 87020 members 
Mstep: Class 13 contains 129196 members 
Mstep: Class 14 contains 228044 members 
Mstep: Class 15 contains 51105 members 
Mstep: Class 16 contains 79454 members 
Mstep: Class 17 contains 37971 members 
Mstep: Class 18 contains 43566 members 
Mstep: Class 19 contains 31239 members 
Mstep: Class 20 contains 44105 members 
Mstep: Class 21 contains 71151 members 
Mstep: Class 22 contains 114568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109950416.000000 Penalty: 73933.101562
Iteration 2F: 22 clusters Score -1.099504e+08 nChanged 424895
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 37553 members 
Mstep: Class 2 contains 35989 members 
Mstep: Class 3 contains 92115 members 
Mstep: Class 4 contains 24652 members 
Mstep: Class 5 contains 123973 members 
Mstep: Class 6 contains 16795 members 
Mstep: Class 7 contains 50793 members 
Mstep: Class 8 contains 44399 members 
Mstep: Class 9 contains 20701 members 
Mstep: Class 11 contains 62805 members 
Mstep: Class 12 contains 94421 members 
Mstep: Class 13 contains 163790 members 
Mstep: Class 14 contains 237037 members 
Mstep: Class 15 contains 66561 members 
Mstep: Class 16 contains 87489 members 
Mstep: Class 17 contains 18891 members 
Mstep: Class 18 contains 37991 members 
Mstep: Class 19 contains 29180 members 
Mstep: Class 20 contains 28111 members 
Mstep: Class 21 contains 79403 members 
Mstep: Class 22 contains 110392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110600768.000000 Penalty: 73933.101562
Iteration 3F: 22 clusters Score -1.106008e+08 nChanged 316337
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 34305 members 
Mstep: Class 2 contains 34347 members 
Mstep: Class 3 contains 71155 members 
Mstep: Class 4 contains 12652 members 
Mstep: Class 5 contains 150721 members 
Mstep: Class 6 contains 8500 members 
Mstep: Class 7 contains 47757 members 
Mstep: Class 8 contains 29518 members 
Mstep: Class 9 contains 17670 members 
Mstep: Class 11 contains 65784 members 
Mstep: Class 12 contains 93615 members 
Mstep: Class 13 contains 187645 members 
Mstep: Class 14 contains 263718 members 
Mstep: Class 15 contains 81933 members 
Mstep: Class 16 contains 86630 members 
Mstep: Class 17 contains 10818 members 
Mstep: Class 18 contains 30684 members 
Mstep: Class 19 contains 28245 members 
Mstep: Class 20 contains 22715 members 
Mstep: Class 21 contains 84485 members 
Mstep: Class 22 contains 100159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110974304.000000 Penalty: 73933.101562
Iteration 4F: 22 clusters Score -1.109743e+08 nChanged 228949
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 31246 members 
Mstep: Class 2 contains 30744 members 
Mstep: Class 3 contains 50164 members 
Mstep: Class 4 contains 6619 members 
Mstep: Class 5 contains 173198 members 
Mstep: Class 6 contains 5488 members 
Mstep: Class 7 contains 41170 members 
Mstep: Class 8 contains 22142 members 
Mstep: Class 9 contains 15470 members 
Mstep: Class 11 contains 70525 members 
Mstep: Class 12 contains 89768 members 
Mstep: Class 13 contains 204228 members 
Mstep: Class 14 contains 297035 members 
Mstep: Class 15 contains 90876 members 
Mstep: Class 16 contains 81010 members 
Mstep: Class 17 contains 9445 members 
Mstep: Class 18 contains 22944 members 
Mstep: Class 19 contains 27345 members 
Mstep: Class 20 contains 21673 members 
Mstep: Class 21 contains 83650 members 
Mstep: Class 22 contains 88324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111183720.000000 Penalty: 73933.101562
Iteration 5F: 22 clusters Score -1.111837e+08 nChanged 165549
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 28755 members 
Mstep: Class 2 contains 26807 members 
Mstep: Class 3 contains 37870 members 
Mstep: Class 4 contains 3931 members 
Mstep: Class 5 contains 192107 members 
Mstep: Class 6 contains 5243 members 
Mstep: Class 7 contains 33938 members 
Mstep: Class 8 contains 19298 members 
Mstep: Class 9 contains 14900 members 
Mstep: Class 11 contains 77812 members 
Mstep: Class 12 contains 86208 members 
Mstep: Class 13 contains 210798 members 
Mstep: Class 14 contains 328314 members 
Mstep: Class 15 contains 94386 members 
Mstep: Class 16 contains 74637 members 
Mstep: Class 17 contains 10056 members 
Mstep: Class 18 contains 16547 members 
Mstep: Class 19 contains 26328 members 
Mstep: Class 20 contains 21625 members 
Mstep: Class 21 contains 80187 members 
Mstep: Class 22 contains 73319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111314448.000000 Penalty: 73933.101562
Iteration 6F: 22 clusters Score -1.113144e+08 nChanged 127904
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26985 members 
Mstep: Class 2 contains 23239 members 
Mstep: Class 3 contains 32691 members 
Mstep: Class 4 contains 2981 members 
Mstep: Class 5 contains 208773 members 
Mstep: Class 6 contains 6612 members 
Mstep: Class 7 contains 27951 members 
Mstep: Class 8 contains 18012 members 
Mstep: Class 9 contains 15379 members 
Mstep: Class 11 contains 86131 members 
Mstep: Class 12 contains 82853 members 
Mstep: Class 13 contains 209541 members 
Mstep: Class 14 contains 354733 members 
Mstep: Class 15 contains 95224 members 
Mstep: Class 16 contains 68581 members 
Mstep: Class 17 contains 11079 members 
Mstep: Class 18 contains 11632 members 
Mstep: Class 19 contains 24949 members 
Mstep: Class 20 contains 21908 members 
Mstep: Class 21 contains 76840 members 
Mstep: Class 22 contains 56972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111407216.000000 Penalty: 73933.101562
Iteration 7F: 22 clusters Score -1.114072e+08 nChanged 106530
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 26490 members 
Mstep: Class 2 contains 20102 members 
Mstep: Class 3 contains 30828 members 
Mstep: Class 4 contains 2803 members 
Mstep: Class 5 contains 224357 members 
Mstep: Class 6 contains 8921 members 
Mstep: Class 7 contains 23566 members 
Mstep: Class 8 contains 17652 members 
Mstep: Class 9 contains 16028 members 
Mstep: Class 11 contains 95006 members 
Mstep: Class 12 contains 79132 members 
Mstep: Class 13 contains 203479 members 
Mstep: Class 14 contains 376140 members 
Mstep: Class 15 contains 94739 members 
Mstep: Class 16 contains 63011 members 
Mstep: Class 17 contains 11944 members 
Mstep: Class 18 contains 7850 members 
Mstep: Class 19 contains 23277 members 
Mstep: Class 20 contains 22204 members 
Mstep: Class 21 contains 74028 members 
Mstep: Class 22 contains 41510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111483040.000000 Penalty: 73933.101562
Iteration 8F: 22 clusters Score -1.11483e+08 nChanged 92078
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26928 members 
Mstep: Class 2 contains 17326 members 
Mstep: Class 3 contains 30780 members 
Mstep: Class 4 contains 3018 members 
Mstep: Class 5 contains 237944 members 
Mstep: Class 6 contains 11583 members 
Mstep: Class 7 contains 20315 members 
Mstep: Class 8 contains 17950 members 
Mstep: Class 9 contains 16715 members 
Mstep: Class 11 contains 104149 members 
Mstep: Class 12 contains 75273 members 
Mstep: Class 13 contains 194487 members 
Mstep: Class 14 contains 392777 members 
Mstep: Class 15 contains 93649 members 
Mstep: Class 16 contains 58307 members 
Mstep: Class 17 contains 12607 members 
Mstep: Class 18 contains 5240 members 
Mstep: Class 19 contains 21294 members 
Mstep: Class 20 contains 22323 members 
Mstep: Class 21 contains 71755 members 
Mstep: Class 22 contains 28648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111552520.000000 Penalty: 73933.101562
Iteration 9F: 22 clusters Score -1.115525e+08 nChanged 80105
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 27803 members 
Mstep: Class 2 contains 15482 members 
Mstep: Class 3 contains 32188 members 
Mstep: Class 4 contains 3369 members 
Mstep: Class 5 contains 248333 members 
Mstep: Class 6 contains 13907 members 
Mstep: Class 7 contains 17818 members 
Mstep: Class 8 contains 18555 members 
Mstep: Class 9 contains 17725 members 
Mstep: Class 11 contains 112840 members 
Mstep: Class 12 contains 71592 members 
Mstep: Class 13 contains 184702 members 
Mstep: Class 14 contains 404788 members 
Mstep: Class 15 contains 92145 members 
Mstep: Class 16 contains 54415 members 
Mstep: Class 17 contains 13028 members 
Mstep: Class 18 contains 3692 members 
Mstep: Class 19 contains 19009 members 
Mstep: Class 20 contains 22286 members 
Mstep: Class 21 contains 70005 members 
Mstep: Class 22 contains 19387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111611808.000000 Penalty: 73933.101562
Iteration 10F: 22 clusters Score -1.116118e+08 nChanged 69495
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 28623 members 
Mstep: Class 2 contains 14808 members 
Mstep: Class 3 contains 34842 members 
Mstep: Class 4 contains 3724 members 
Mstep: Class 5 contains 255180 members 
Mstep: Class 6 contains 15504 members 
Mstep: Class 7 contains 15899 members 
Mstep: Class 8 contains 19255 members 
Mstep: Class 9 contains 18831 members 
Mstep: Class 11 contains 121010 members 
Mstep: Class 12 contains 68690 members 
Mstep: Class 13 contains 175709 members 
Mstep: Class 14 contains 412151 members 
Mstep: Class 15 contains 90359 members 
Mstep: Class 16 contains 51458 members 
Mstep: Class 17 contains 13137 members 
Mstep: Class 18 contains 2827 members 
Mstep: Class 19 contains 16652 members 
Mstep: Class 20 contains 22256 members 
Mstep: Class 21 contains 68660 members 
Mstep: Class 22 contains 13496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111656896.000000 Penalty: 73933.101562
Iteration 11Q: 22 clusters Score -1.116569e+08 nChanged 59181
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 29440 members 
Mstep: Class 2 contains 14498 members 
Mstep: Class 3 contains 38187 members 
Mstep: Class 4 contains 4039 members 
Mstep: Class 5 contains 258985 members 
Mstep: Class 6 contains 16642 members 
Mstep: Class 7 contains 14642 members 
Mstep: Class 8 contains 19997 members 
Mstep: Class 9 contains 19511 members 
Mstep: Class 11 contains 128160 members 
Mstep: Class 12 contains 67035 members 
Mstep: Class 13 contains 168531 members 
Mstep: Class 14 contains 415897 members 
Mstep: Class 15 contains 88212 members 
Mstep: Class 16 contains 49096 members 
Mstep: Class 17 contains 13113 members 
Mstep: Class 18 contains 2560 members 
Mstep: Class 19 contains 14436 members 
Mstep: Class 20 contains 22130 members 
Mstep: Class 21 contains 67672 members 
Mstep: Class 22 contains 10288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111690488.000000 Penalty: 73933.101562
Iteration 12Q: 22 clusters Score -1.116905e+08 nChanged 50528
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 30140 members 
Mstep: Class 2 contains 14332 members 
Mstep: Class 3 contains 41622 members 
Mstep: Class 4 contains 4294 members 
Mstep: Class 5 contains 260822 members 
Mstep: Class 6 contains 17610 members 
Mstep: Class 7 contains 13932 members 
Mstep: Class 8 contains 20755 members 
Mstep: Class 9 contains 19733 members 
Mstep: Class 11 contains 134066 members 
Mstep: Class 12 contains 66095 members 
Mstep: Class 13 contains 163268 members 
Mstep: Class 14 contains 417039 members 
Mstep: Class 15 contains 85748 members 
Mstep: Class 16 contains 47289 members 
Mstep: Class 17 contains 13080 members 
Mstep: Class 18 contains 2857 members 
Mstep: Class 19 contains 12625 members 
Mstep: Class 20 contains 21885 members 
Mstep: Class 21 contains 66891 members 
Mstep: Class 22 contains 8988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111715720.000000 Penalty: 73933.101562
Iteration 13Q: 22 clusters Score -1.117157e+08 nChanged 43109
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 30632 members 
Mstep: Class 2 contains 14204 members 
Mstep: Class 3 contains 45011 members 
Mstep: Class 4 contains 4508 members 
Mstep: Class 5 contains 261069 members 
Mstep: Class 6 contains 18495 members 
Mstep: Class 7 contains 13518 members 
Mstep: Class 8 contains 21535 members 
Mstep: Class 9 contains 19797 members 
Mstep: Class 11 contains 138860 members 
Mstep: Class 12 contains 65400 members 
Mstep: Class 13 contains 159910 members 
Mstep: Class 14 contains 416427 members 
Mstep: Class 15 contains 82764 members 
Mstep: Class 16 contains 46058 members 
Mstep: Class 17 contains 13050 members 
Mstep: Class 18 contains 3538 members 
Mstep: Class 19 contains 11319 members 
Mstep: Class 20 contains 21515 members 
Mstep: Class 21 contains 66243 members 
Mstep: Class 22 contains 9216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111738072.000000 Penalty: 73933.101562
Iteration 14Q: 22 clusters Score -1.117381e+08 nChanged 38850
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 31105 members 
Mstep: Class 2 contains 14022 members 
Mstep: Class 3 contains 48328 members 
Mstep: Class 4 contains 4655 members 
Mstep: Class 5 contains 260194 members 
Mstep: Class 6 contains 19349 members 
Mstep: Class 7 contains 13183 members 
Mstep: Class 8 contains 22465 members 
Mstep: Class 9 contains 19742 members 
Mstep: Class 11 contains 142859 members 
Mstep: Class 12 contains 64816 members 
Mstep: Class 13 contains 158040 members 
Mstep: Class 14 contains 415038 members 
Mstep: Class 15 contains 79677 members 
Mstep: Class 16 contains 44849 members 
Mstep: Class 17 contains 13021 members 
Mstep: Class 18 contains 4336 members 
Mstep: Class 19 contains 10346 members 
Mstep: Class 20 contains 21025 members 
Mstep: Class 21 contains 65585 members 
Mstep: Class 22 contains 10434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111757488.000000 Penalty: 73933.101562
Iteration 15Q: 22 clusters Score -1.117575e+08 nChanged 35841
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 31565 members 
Mstep: Class 2 contains 13908 members 
Mstep: Class 3 contains 51552 members 
Mstep: Class 4 contains 4762 members 
Mstep: Class 5 contains 258615 members 
Mstep: Class 6 contains 20169 members 
Mstep: Class 7 contains 12835 members 
Mstep: Class 8 contains 23557 members 
Mstep: Class 9 contains 19566 members 
Mstep: Class 11 contains 146280 members 
Mstep: Class 12 contains 64183 members 
Mstep: Class 13 contains 157095 members 
Mstep: Class 14 contains 412927 members 
Mstep: Class 15 contains 77314 members 
Mstep: Class 16 contains 43622 members 
Mstep: Class 17 contains 12987 members 
Mstep: Class 18 contains 5073 members 
Mstep: Class 19 contains 9605 members 
Mstep: Class 20 contains 20479 members 
Mstep: Class 21 contains 64945 members 
Mstep: Class 22 contains 12028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111772240.000000 Penalty: 73933.101562
Iteration 16Q: 22 clusters Score -1.117722e+08 nChanged 32656
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32039 members 
Mstep: Class 2 contains 13871 members 
Mstep: Class 3 contains 54523 members 
Mstep: Class 4 contains 4806 members 
Mstep: Class 5 contains 256913 members 
Mstep: Class 6 contains 20957 members 
Mstep: Class 7 contains 12566 members 
Mstep: Class 8 contains 24873 members 
Mstep: Class 9 contains 19340 members 
Mstep: Class 11 contains 149384 members 
Mstep: Class 12 contains 63384 members 
Mstep: Class 13 contains 156637 members 
Mstep: Class 14 contains 410273 members 
Mstep: Class 15 contains 75818 members 
Mstep: Class 16 contains 42404 members 
Mstep: Class 17 contains 12959 members 
Mstep: Class 18 contains 5676 members 
Mstep: Class 19 contains 8978 members 
Mstep: Class 20 contains 19934 members 
Mstep: Class 21 contains 64303 members 
Mstep: Class 22 contains 13429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781832.000000 Penalty: 73933.101562
Iteration 17Q: 22 clusters Score -1.117818e+08 nChanged 29851
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32495 members 
Mstep: Class 2 contains 13885 members 
Mstep: Class 3 contains 57263 members 
Mstep: Class 4 contains 4854 members 
Mstep: Class 5 contains 255587 members 
Mstep: Class 6 contains 21753 members 
Mstep: Class 7 contains 12350 members 
Mstep: Class 8 contains 26514 members 
Mstep: Class 9 contains 18943 members 
Mstep: Class 11 contains 152091 members 
Mstep: Class 12 contains 62501 members 
Mstep: Class 13 contains 156428 members 
Mstep: Class 14 contains 407249 members 
Mstep: Class 15 contains 74937 members 
Mstep: Class 16 contains 41151 members 
Mstep: Class 17 contains 12946 members 
Mstep: Class 18 contains 6171 members 
Mstep: Class 19 contains 8450 members 
Mstep: Class 20 contains 19397 members 
Mstep: Class 21 contains 63499 members 
Mstep: Class 22 contains 14603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111790136.000000 Penalty: 73933.101562
Iteration 18Q: 22 clusters Score -1.117901e+08 nChanged 28347
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32998 members 
Mstep: Class 2 contains 13870 members 
Mstep: Class 3 contains 59777 members 
Mstep: Class 4 contains 4905 members 
Mstep: Class 5 contains 254502 members 
Mstep: Class 6 contains 22561 members 
Mstep: Class 7 contains 12188 members 
Mstep: Class 8 contains 28579 members 
Mstep: Class 9 contains 18257 members 
Mstep: Class 11 contains 154502 members 
Mstep: Class 12 contains 61591 members 
Mstep: Class 13 contains 156329 members 
Mstep: Class 14 contains 404181 members 
Mstep: Class 15 contains 74403 members 
Mstep: Class 16 contains 39828 members 
Mstep: Class 17 contains 12935 members 
Mstep: Class 18 contains 6582 members 
Mstep: Class 19 contains 7954 members 
Mstep: Class 20 contains 18842 members 
Mstep: Class 21 contains 62720 members 
Mstep: Class 22 contains 15563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111798176.000000 Penalty: 73933.101562
Iteration 19Q: 22 clusters Score -1.117982e+08 nChanged 27456
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 33450 members 
Mstep: Class 2 contains 13864 members 
Mstep: Class 3 contains 62048 members 
Mstep: Class 4 contains 4970 members 
Mstep: Class 5 contains 253897 members 
Mstep: Class 6 contains 23469 members 
Mstep: Class 7 contains 11987 members 
Mstep: Class 8 contains 31240 members 
Mstep: Class 9 contains 17219 members 
Mstep: Class 11 contains 156531 members 
Mstep: Class 12 contains 60532 members 
Mstep: Class 13 contains 156315 members 
Mstep: Class 14 contains 400929 members 
Mstep: Class 15 contains 74041 members 
Mstep: Class 16 contains 38607 members 
Mstep: Class 17 contains 12934 members 
Mstep: Class 18 contains 6947 members 
Mstep: Class 19 contains 7543 members 
Mstep: Class 20 contains 18382 members 
Mstep: Class 21 contains 61924 members 
Mstep: Class 22 contains 16237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111808888.000000 Penalty: 73933.101562
Iteration 20F: 22 clusters Score -1.118089e+08 nChanged 28660
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33758 members 
Mstep: Class 2 contains 13772 members 
Mstep: Class 3 contains 64085 members 
Mstep: Class 4 contains 5341 members 
Mstep: Class 5 contains 253468 members 
Mstep: Class 6 contains 24078 members 
Mstep: Class 7 contains 11802 members 
Mstep: Class 8 contains 34527 members 
Mstep: Class 9 contains 15802 members 
Mstep: Class 11 contains 158411 members 
Mstep: Class 12 contains 59532 members 
Mstep: Class 13 contains 156332 members 
Mstep: Class 14 contains 396918 members 
Mstep: Class 15 contains 73768 members 
Mstep: Class 16 contains 37485 members 
Mstep: Class 17 contains 12916 members 
Mstep: Class 18 contains 8080 members 
Mstep: Class 19 contains 7124 members 
Mstep: Class 20 contains 17647 members 
Mstep: Class 21 contains 61166 members 
Mstep: Class 22 contains 17055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111820552.000000 Penalty: 73933.101562
Iteration 21Q: 22 clusters Score -1.118206e+08 nChanged 28364
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 34020 members 
Mstep: Class 2 contains 13636 members 
Mstep: Class 3 contains 65874 members 
Mstep: Class 4 contains 5498 members 
Mstep: Class 5 contains 253266 members 
Mstep: Class 6 contains 24752 members 
Mstep: Class 7 contains 11564 members 
Mstep: Class 8 contains 38247 members 
Mstep: Class 9 contains 14181 members 
Mstep: Class 11 contains 160248 members 
Mstep: Class 12 contains 58538 members 
Mstep: Class 13 contains 156460 members 
Mstep: Class 14 contains 392805 members 
Mstep: Class 15 contains 73633 members 
Mstep: Class 16 contains 36615 members 
Mstep: Class 17 contains 12898 members 
Mstep: Class 18 contains 9000 members 
Mstep: Class 19 contains 6800 members 
Mstep: Class 20 contains 17009 members 
Mstep: Class 21 contains 60419 members 
Mstep: Class 22 contains 17604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111830480.000000 Penalty: 73933.101562
Iteration 22Q: 22 clusters Score -1.118305e+08 nChanged 26749
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 34235 members 
Mstep: Class 2 contains 13459 members 
Mstep: Class 3 contains 67342 members 
Mstep: Class 4 contains 5646 members 
Mstep: Class 5 contains 253262 members 
Mstep: Class 6 contains 25481 members 
Mstep: Class 7 contains 11260 members 
Mstep: Class 8 contains 41758 members 
Mstep: Class 9 contains 12874 members 
Mstep: Class 11 contains 162126 members 
Mstep: Class 12 contains 57584 members 
Mstep: Class 13 contains 156627 members 
Mstep: Class 14 contains 388366 members 
Mstep: Class 15 contains 73594 members 
Mstep: Class 16 contains 36079 members 
Mstep: Class 17 contains 12881 members 
Mstep: Class 18 contains 9819 members 
Mstep: Class 19 contains 6520 members 
Mstep: Class 20 contains 16422 members 
Mstep: Class 21 contains 59683 members 
Mstep: Class 22 contains 18049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111841160.000000 Penalty: 73933.101562
Iteration 23Q: 22 clusters Score -1.118412e+08 nChanged 23880
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 34400 members 
Mstep: Class 2 contains 13250 members 
Mstep: Class 3 contains 68556 members 
Mstep: Class 4 contains 5788 members 
Mstep: Class 5 contains 253457 members 
Mstep: Class 6 contains 26153 members 
Mstep: Class 7 contains 10921 members 
Mstep: Class 8 contains 44447 members 
Mstep: Class 9 contains 12179 members 
Mstep: Class 11 contains 164169 members 
Mstep: Class 12 contains 56689 members 
Mstep: Class 13 contains 156744 members 
Mstep: Class 14 contains 383849 members 
Mstep: Class 15 contains 73597 members 
Mstep: Class 16 contains 35793 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 10581 members 
Mstep: Class 19 contains 6307 members 
Mstep: Class 20 contains 15883 members 
Mstep: Class 21 contains 59022 members 
Mstep: Class 22 contains 18416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111850112.000000 Penalty: 73933.101562
Iteration 24Q: 22 clusters Score -1.118501e+08 nChanged 21366
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 34548 members 
Mstep: Class 2 contains 13065 members 
Mstep: Class 3 contains 69630 members 
Mstep: Class 4 contains 5947 members 
Mstep: Class 5 contains 254009 members 
Mstep: Class 6 contains 26819 members 
Mstep: Class 7 contains 10621 members 
Mstep: Class 8 contains 46371 members 
Mstep: Class 9 contains 11853 members 
Mstep: Class 11 contains 166450 members 
Mstep: Class 12 contains 55798 members 
Mstep: Class 13 contains 156803 members 
Mstep: Class 14 contains 379032 members 
Mstep: Class 15 contains 73621 members 
Mstep: Class 16 contains 35697 members 
Mstep: Class 17 contains 12850 members 
Mstep: Class 18 contains 11286 members 
Mstep: Class 19 contains 6136 members 
Mstep: Class 20 contains 15351 members 
Mstep: Class 21 contains 58479 members 
Mstep: Class 22 contains 18701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111857056.000000 Penalty: 73933.101562
Iteration 25Q: 22 clusters Score -1.118571e+08 nChanged 18868
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 34780 members 
Mstep: Class 2 contains 12956 members 
Mstep: Class 3 contains 70583 members 
Mstep: Class 4 contains 6142 members 
Mstep: Class 5 contains 254736 members 
Mstep: Class 6 contains 27294 members 
Mstep: Class 7 contains 10352 members 
Mstep: Class 8 contains 47741 members 
Mstep: Class 9 contains 11653 members 
Mstep: Class 11 contains 168822 members 
Mstep: Class 12 contains 54939 members 
Mstep: Class 13 contains 156790 members 
Mstep: Class 14 contains 374174 members 
Mstep: Class 15 contains 73672 members 
Mstep: Class 16 contains 35737 members 
Mstep: Class 17 contains 12837 members 
Mstep: Class 18 contains 11964 members 
Mstep: Class 19 contains 6008 members 
Mstep: Class 20 contains 14805 members 
Mstep: Class 21 contains 58084 members 
Mstep: Class 22 contains 18998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111862608.000000 Penalty: 73933.101562
Iteration 26Q: 22 clusters Score -1.118626e+08 nChanged 16441
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 35001 members 
Mstep: Class 2 contains 12957 members 
Mstep: Class 3 contains 71364 members 
Mstep: Class 4 contains 6263 members 
Mstep: Class 5 contains 255702 members 
Mstep: Class 6 contains 27621 members 
Mstep: Class 7 contains 10138 members 
Mstep: Class 8 contains 48713 members 
Mstep: Class 9 contains 11500 members 
Mstep: Class 11 contains 171242 members 
Mstep: Class 12 contains 54169 members 
Mstep: Class 13 contains 156740 members 
Mstep: Class 14 contains 369463 members 
Mstep: Class 15 contains 73714 members 
Mstep: Class 16 contains 35838 members 
Mstep: Class 17 contains 12819 members 
Mstep: Class 18 contains 12595 members 
Mstep: Class 19 contains 5901 members 
Mstep: Class 20 contains 14269 members 
Mstep: Class 21 contains 57769 members 
Mstep: Class 22 contains 19289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111865688.000000 Penalty: 73933.101562
Iteration 27Q: 22 clusters Score -1.118657e+08 nChanged 14542
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 35116 members 
Mstep: Class 2 contains 13007 members 
Mstep: Class 3 contains 72026 members 
Mstep: Class 4 contains 6359 members 
Mstep: Class 5 contains 256835 members 
Mstep: Class 6 contains 27866 members 
Mstep: Class 7 contains 9966 members 
Mstep: Class 8 contains 49519 members 
Mstep: Class 9 contains 11430 members 
Mstep: Class 11 contains 173625 members 
Mstep: Class 12 contains 53448 members 
Mstep: Class 13 contains 156693 members 
Mstep: Class 14 contains 364636 members 
Mstep: Class 15 contains 73780 members 
Mstep: Class 16 contains 36071 members 
Mstep: Class 17 contains 12804 members 
Mstep: Class 18 contains 13145 members 
Mstep: Class 19 contains 5810 members 
Mstep: Class 20 contains 13804 members 
Mstep: Class 21 contains 57506 members 
Mstep: Class 22 contains 19621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111867744.000000 Penalty: 73933.101562
Iteration 28Q: 22 clusters Score -1.118677e+08 nChanged 13136
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 35134 members 
Mstep: Class 2 contains 13068 members 
Mstep: Class 3 contains 72598 members 
Mstep: Class 4 contains 6452 members 
Mstep: Class 5 contains 258104 members 
Mstep: Class 6 contains 27999 members 
Mstep: Class 7 contains 9923 members 
Mstep: Class 8 contains 50201 members 
Mstep: Class 9 contains 11396 members 
Mstep: Class 11 contains 175988 members 
Mstep: Class 12 contains 52762 members 
Mstep: Class 13 contains 156650 members 
Mstep: Class 14 contains 359766 members 
Mstep: Class 15 contains 73801 members 
Mstep: Class 16 contains 36436 members 
Mstep: Class 17 contains 12792 members 
Mstep: Class 18 contains 13702 members 
Mstep: Class 19 contains 5709 members 
Mstep: Class 20 contains 13359 members 
Mstep: Class 21 contains 57276 members 
Mstep: Class 22 contains 19951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111869960.000000 Penalty: 73933.101562
Iteration 29Q: 22 clusters Score -1.1187e+08 nChanged 11723
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 35069 members 
Mstep: Class 2 contains 13120 members 
Mstep: Class 3 contains 73046 members 
Mstep: Class 4 contains 6499 members 
Mstep: Class 5 contains 259567 members 
Mstep: Class 6 contains 28117 members 
Mstep: Class 7 contains 9971 members 
Mstep: Class 8 contains 50763 members 
Mstep: Class 9 contains 11379 members 
Mstep: Class 11 contains 178284 members 
Mstep: Class 12 contains 52149 members 
Mstep: Class 13 contains 156623 members 
Mstep: Class 14 contains 354965 members 
Mstep: Class 15 contains 73791 members 
Mstep: Class 16 contains 36849 members 
Mstep: Class 17 contains 12775 members 
Mstep: Class 18 contains 14204 members 
Mstep: Class 19 contains 5601 members 
Mstep: Class 20 contains 12980 members 
Mstep: Class 21 contains 57068 members 
Mstep: Class 22 contains 20248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111871944.000000 Penalty: 73933.101562
Iteration 30Q: 22 clusters Score -1.118719e+08 nChanged 10841
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 34894 members 
Mstep: Class 2 contains 13195 members 
Mstep: Class 3 contains 73441 members 
Mstep: Class 4 contains 6530 members 
Mstep: Class 5 contains 261172 members 
Mstep: Class 6 contains 28211 members 
Mstep: Class 7 contains 10133 members 
Mstep: Class 8 contains 51238 members 
Mstep: Class 9 contains 11369 members 
Mstep: Class 11 contains 180526 members 
Mstep: Class 12 contains 51586 members 
Mstep: Class 13 contains 156597 members 
Mstep: Class 14 contains 350039 members 
Mstep: Class 15 contains 73772 members 
Mstep: Class 16 contains 37307 members 
Mstep: Class 17 contains 12769 members 
Mstep: Class 18 contains 14677 members 
Mstep: Class 19 contains 5510 members 
Mstep: Class 20 contains 12648 members 
Mstep: Class 21 contains 56912 members 
Mstep: Class 22 contains 20542 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 31Q: 22 clusters Score -1.118736e+08 nChanged 9994
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 34678 members 
Mstep: Class 2 contains 13256 members 
Mstep: Class 3 contains 73748 members 
Mstep: Class 4 contains 6543 members 
Mstep: Class 5 contains 262820 members 
Mstep: Class 6 contains 28283 members 
Mstep: Class 7 contains 10350 members 
Mstep: Class 8 contains 51604 members 
Mstep: Class 9 contains 11362 members 
Mstep: Class 11 contains 182755 members 
Mstep: Class 12 contains 51110 members 
Mstep: Class 13 contains 156572 members 
Mstep: Class 14 contains 344998 members 
Mstep: Class 15 contains 73758 members 
Mstep: Class 16 contains 37898 members 
Mstep: Class 17 contains 12759 members 
Mstep: Class 18 contains 15132 members 
Mstep: Class 19 contains 5423 members 
Mstep: Class 20 contains 12387 members 
Mstep: Class 21 contains 56791 members 
Mstep: Class 22 contains 20841 members 
Entering Unmasked Estep 
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Iteration 32Q: 22 clusters Score -1.118746e+08 nChanged 9487
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 34374 members 
Mstep: Class 2 contains 13319 members 
Mstep: Class 3 contains 73996 members 
Mstep: Class 4 contains 6554 members 
Mstep: Class 5 contains 264559 members 
Mstep: Class 6 contains 28338 members 
Mstep: Class 7 contains 10550 members 
Mstep: Class 8 contains 51913 members 
Mstep: Class 9 contains 11362 members 
Mstep: Class 11 contains 184913 members 
Mstep: Class 12 contains 50663 members 
Mstep: Class 13 contains 156558 members 
Mstep: Class 14 contains 339960 members 
Mstep: Class 15 contains 73725 members 
Mstep: Class 16 contains 38633 members 
Mstep: Class 17 contains 12754 members 
Mstep: Class 18 contains 15575 members 
Mstep: Class 19 contains 5330 members 
Mstep: Class 20 contains 12179 members 
Mstep: Class 21 contains 56697 members 
Mstep: Class 22 contains 21116 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 33Q: 22 clusters Score -1.118758e+08 nChanged 9265
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 34031 members 
Mstep: Class 2 contains 13424 members 
Mstep: Class 3 contains 74221 members 
Mstep: Class 4 contains 6558 members 
Mstep: Class 5 contains 266468 members 
Mstep: Class 6 contains 28358 members 
Mstep: Class 7 contains 10740 members 
Mstep: Class 8 contains 52202 members 
Mstep: Class 9 contains 11362 members 
Mstep: Class 11 contains 187008 members 
Mstep: Class 12 contains 50239 members 
Mstep: Class 13 contains 156551 members 
Mstep: Class 14 contains 334716 members 
Mstep: Class 15 contains 73705 members 
Mstep: Class 16 contains 39448 members 
Mstep: Class 17 contains 12748 members 
Mstep: Class 18 contains 16003 members 
Mstep: Class 19 contains 5246 members 
Mstep: Class 20 contains 12025 members 
Mstep: Class 21 contains 56610 members 
Mstep: Class 22 contains 21405 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 34Q: 22 clusters Score -1.118769e+08 nChanged 8914
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33724 members 
Mstep: Class 2 contains 13511 members 
Mstep: Class 3 contains 74458 members 
Mstep: Class 4 contains 6559 members 
Mstep: Class 5 contains 268433 members 
Mstep: Class 6 contains 28375 members 
Mstep: Class 7 contains 10961 members 
Mstep: Class 8 contains 52421 members 
Mstep: Class 9 contains 11356 members 
Mstep: Class 11 contains 189041 members 
Mstep: Class 12 contains 49848 members 
Mstep: Class 13 contains 156552 members 
Mstep: Class 14 contains 329368 members 
Mstep: Class 15 contains 73691 members 
Mstep: Class 16 contains 40390 members 
Mstep: Class 17 contains 12747 members 
Mstep: Class 18 contains 16364 members 
Mstep: Class 19 contains 5179 members 
Mstep: Class 20 contains 11875 members 
Mstep: Class 21 contains 56561 members 
Mstep: Class 22 contains 21654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111878032.000000 Penalty: 73933.101562
Iteration 35Q: 22 clusters Score -1.11878e+08 nChanged 8854
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33425 members 
Mstep: Class 2 contains 13578 members 
Mstep: Class 3 contains 74650 members 
Mstep: Class 4 contains 6563 members 
Mstep: Class 5 contains 270521 members 
Mstep: Class 6 contains 28354 members 
Mstep: Class 7 contains 11155 members 
Mstep: Class 8 contains 52602 members 
Mstep: Class 9 contains 11350 members 
Mstep: Class 11 contains 191015 members 
Mstep: Class 12 contains 49487 members 
Mstep: Class 13 contains 156547 members 
Mstep: Class 14 contains 323971 members 
Mstep: Class 15 contains 73655 members 
Mstep: Class 16 contains 41438 members 
Mstep: Class 17 contains 12736 members 
Mstep: Class 18 contains 16729 members 
Mstep: Class 19 contains 5112 members 
Mstep: Class 20 contains 11743 members 
Mstep: Class 21 contains 56524 members 
Mstep: Class 22 contains 21913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111878888.000000 Penalty: 73933.101562
Iteration 36Q: 22 clusters Score -1.118789e+08 nChanged 8721
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33149 members 
Mstep: Class 2 contains 13649 members 
Mstep: Class 3 contains 74877 members 
Mstep: Class 4 contains 6569 members 
Mstep: Class 5 contains 272744 members 
Mstep: Class 6 contains 28377 members 
Mstep: Class 7 contains 11317 members 
Mstep: Class 8 contains 52804 members 
Mstep: Class 9 contains 11345 members 
Mstep: Class 11 contains 192825 members 
Mstep: Class 12 contains 49143 members 
Mstep: Class 13 contains 156545 members 
Mstep: Class 14 contains 318344 members 
Mstep: Class 15 contains 73617 members 
Mstep: Class 16 contains 42610 members 
Mstep: Class 17 contains 12735 members 
Mstep: Class 18 contains 17051 members 
Mstep: Class 19 contains 5041 members 
Mstep: Class 20 contains 11637 members 
Mstep: Class 21 contains 56510 members 
Mstep: Class 22 contains 22179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111879968.000000 Penalty: 73933.101562
Iteration 37Q: 22 clusters Score -1.1188e+08 nChanged 8478
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 32944 members 
Mstep: Class 2 contains 13719 members 
Mstep: Class 3 contains 75025 members 
Mstep: Class 4 contains 6582 members 
Mstep: Class 5 contains 275123 members 
Mstep: Class 6 contains 28404 members 
Mstep: Class 7 contains 11445 members 
Mstep: Class 8 contains 52926 members 
Mstep: Class 9 contains 11343 members 
Mstep: Class 11 contains 194478 members 
Mstep: Class 12 contains 48822 members 
Mstep: Class 13 contains 156531 members 
Mstep: Class 14 contains 312663 members 
Mstep: Class 15 contains 73567 members 
Mstep: Class 16 contains 43952 members 
Mstep: Class 17 contains 12726 members 
Mstep: Class 18 contains 17348 members 
Mstep: Class 19 contains 4987 members 
Mstep: Class 20 contains 11539 members 
Mstep: Class 21 contains 56494 members 
Mstep: Class 22 contains 22450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111880600.000000 Penalty: 73933.101562
Iteration 38Q: 22 clusters Score -1.118806e+08 nChanged 8471
Entering ConstructFrom: 
Score: -111880600.000000 Penalty: 73933.101562
Entering ConstructFrom: 
Trying to split cluster 1 (32725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32725 members 
Entering Unmasked Estep 
Score: -2481746.500000 Penalty: 2578.181885
	Iteration 0F: 2 clusters Score -2481746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 16474 members 
Entering Unmasked Estep 
Score: -2459655.000000 Penalty: 5156.363770
	Iteration 0F: 3 clusters Score -2459655 nChanged 14830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15615 members 
Mstep: Class 2 contains 17110 members 
Entering Unmasked Estep 
Score: -2468485.750000 Penalty: 5156.363770
	Iteration 1F: 3 clusters Score -2468486 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 17597 members 
Entering Unmasked Estep 
Score: -2470443.500000 Penalty: 5156.363770
	Iteration 2F: 3 clusters Score -2470444 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 18404 members 
Entering Unmasked Estep 
Score: -2473298.750000 Penalty: 5156.363770
	Iteration 3F: 3 clusters Score -2473299 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 19642 members 
Entering Unmasked Estep 
Score: -2476906.000000 Penalty: 5156.363770
	Iteration 4F: 3 clusters Score -2476906 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 21232 members 
Entering Unmasked Estep 
Score: -2480585.750000 Penalty: 5156.363770
	Iteration 5F: 3 clusters Score -2480586 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 22540 members 
Entering Unmasked Estep 
Score: -2483865.250000 Penalty: 5156.363770
	Iteration 6F: 3 clusters Score -2483865 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 23433 members 
Entering Unmasked Estep 
Score: -2486601.500000 Penalty: 5156.363770
	Iteration 7F: 3 clusters Score -2486602 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 23835 members 
Entering Unmasked Estep 
Score: -2488589.500000 Penalty: 5156.363770
	Iteration 8Q: 3 clusters Score -2488590 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 23959 members 
Entering Unmasked Estep 
Score: -2489946.000000 Penalty: 5156.363770
	Iteration 9Q: 3 clusters Score -2489946 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 24078 members 
Entering Unmasked Estep 
Score: -2490777.250000 Penalty: 5156.363770
	Iteration 10Q: 3 clusters Score -2490777 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 24160 members 
Entering Unmasked Estep 
Score: -2491156.750000 Penalty: 5156.363770
	Iteration 11Q: 3 clusters Score -2491157 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 24232 members 
Entering Unmasked Estep 
Score: -2491281.250000 Penalty: 5156.363770
	Iteration 12Q: 3 clusters Score -2491281 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 24300 members 
Entering Unmasked Estep 
Score: -2491333.500000 Penalty: 5156.363770
	Iteration 13Q: 3 clusters Score -2491334 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 24341 members 
Entering Unmasked Estep 
Score: -2491341.500000 Penalty: 5156.363770
	Iteration 14Q: 3 clusters Score -2491342 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 24374 members 
Entering Unmasked Estep 
Score: -2491350.500000 Penalty: 5156.363770
	Iteration 15Q: 3 clusters Score -2491350 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 24398 members 
Entering Unmasked Estep 
Score: -2491353.750000 Penalty: 5156.363770
	Iteration 16Q: 3 clusters Score -2491354 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 24411 members 
Entering Unmasked Estep 
Score: -2491352.250000 Penalty: 5156.363770
	Iteration 17Q: 3 clusters Score -2491352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 24417 members 
Entering Unmasked Estep 
Score: -2491362.500000 Penalty: 5156.363770
	Iteration 18Q: 3 clusters Score -2491362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 24423 members 
Entering Unmasked Estep 
Score: -2491357.500000 Penalty: 5156.363770
	Iteration 19Q: 3 clusters Score -2491358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 24425 members 
Entering Unmasked Estep 
Score: -2491361.500000 Penalty: 5156.363770
	Iteration 20F: 3 clusters Score -2491362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 24430 members 
Entering Unmasked Estep 
Score: -2491359.750000 Penalty: 5156.363770
	Iteration 21Q: 3 clusters Score -2491360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 24432 members 
Entering Unmasked Estep 
Score: -2491362.000000 Penalty: 5156.363770
	Iteration 22Q: 3 clusters Score -2491362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 24433 members 
Entering Unmasked Estep 
Score: -2491361.000000 Penalty: 5156.363770
	Iteration 23Q: 3 clusters Score -2491361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 24435 members 
Entering Unmasked Estep 
Score: -2491360.500000 Penalty: 5156.363770
	Iteration 24Q: 3 clusters Score -2491360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 24436 members 
Entering Unmasked Estep 
Score: -2491359.250000 Penalty: 5156.363770
	Iteration 25Q: 3 clusters Score -2491359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 24437 members 
Entering Unmasked Estep 
Score: -2491363.750000 Penalty: 5156.363770
	Iteration 26Q: 3 clusters Score -2491364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 24438 members 
Entering Unmasked Estep 
Score: -2491363.500000 Penalty: 5156.363770
	Iteration 27Q: 3 clusters Score -2491364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 24438 members 
Entering Unmasked Estep 
Score: -2491363.500000 Penalty: 5156.363770
	Iteration 28F: 3 clusters Score -2491364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 13792 members 
Mstep: Class 3 contains 75174 members 
Mstep: Class 4 contains 6572 members 
Mstep: Class 5 contains 277558 members 
Mstep: Class 6 contains 28441 members 
Mstep: Class 7 contains 11552 members 
Mstep: Class 8 contains 53077 members 
Mstep: Class 9 contains 11345 members 
Mstep: Class 10 contains 24438 members 
Mstep: Class 11 contains 196028 members 
Mstep: Class 12 contains 48531 members 
Mstep: Class 13 contains 156525 members 
Mstep: Class 14 contains 306773 members 
Mstep: Class 15 contains 73539 members 
Mstep: Class 16 contains 45414 members 
Mstep: Class 17 contains 12721 members 
Mstep: Class 18 contains 17644 members 
Mstep: Class 19 contains 4934 members 
Mstep: Class 20 contains 11464 members 
Mstep: Class 21 contains 56501 members 
Mstep: Class 22 contains 22758 members 
Entering Unmasked Estep 
Score: -111890336.000000 Penalty: 77453.726562
Splitting cluster 1 changes total score from -111880600.000000 to -111890336.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 2 (13792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Entering Unmasked Estep 
Score: -962788.062500 Penalty: 2363.897461
	Iteration 0F: 2 clusters Score -962788.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -952817.750000 Penalty: 4727.794922
	Iteration 0F: 3 clusters Score -952817.8 nChanged 5956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -956810.250000 Penalty: 4727.794922
	Iteration 1F: 3 clusters Score -956810.2 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -958979.687500 Penalty: 4727.794922
	Iteration 2F: 3 clusters Score -958979.7 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -961905.125000 Penalty: 4727.794922
	Iteration 3F: 3 clusters Score -961905.1 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -964577.125000 Penalty: 4727.794922
	Iteration 4F: 3 clusters Score -964577.1 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -966058.312500 Penalty: 4727.794922
	Iteration 5F: 3 clusters Score -966058.3 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -966778.562500 Penalty: 4727.794922
	Iteration 6F: 3 clusters Score -966778.6 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -967169.937500 Penalty: 4727.794922
	Iteration 7Q: 3 clusters Score -967169.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -967454.250000 Penalty: 4727.794922
	Iteration 8Q: 3 clusters Score -967454.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -967727.375000 Penalty: 4727.794922
	Iteration 9Q: 3 clusters Score -967727.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -967872.125000 Penalty: 4727.794922
	Iteration 10Q: 3 clusters Score -967872.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -967927.875000 Penalty: 4727.794922
	Iteration 11Q: 3 clusters Score -967927.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -967945.750000 Penalty: 4727.794922
	Iteration 12Q: 3 clusters Score -967945.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -967950.000000 Penalty: 4727.794922
	Iteration 13Q: 3 clusters Score -967950 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -967953.312500 Penalty: 4727.794922
	Iteration 14Q: 3 clusters Score -967953.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -967957.437500 Penalty: 4727.794922
	Iteration 15Q: 3 clusters Score -967957.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -967962.187500 Penalty: 4727.794922
	Iteration 16Q: 3 clusters Score -967962.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -967965.875000 Penalty: 4727.794922
	Iteration 17Q: 3 clusters Score -967965.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -967968.937500 Penalty: 4727.794922
	Iteration 18Q: 3 clusters Score -967968.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -967966.750000 Penalty: 4727.794922
	Iteration 19Q: 3 clusters Score -967966.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -967967.000000 Penalty: 4727.794922
	Iteration 20F: 3 clusters Score -967967 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -967970.687500 Penalty: 4727.794922
	Iteration 21Q: 3 clusters Score -967970.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -967969.625000 Penalty: 4727.794922
	Iteration 22Q: 3 clusters Score -967969.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -967972.000000 Penalty: 4727.794922
	Iteration 23Q: 3 clusters Score -967972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -967972.250000 Penalty: 4727.794922
	Iteration 24Q: 3 clusters Score -967972.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -967973.000000 Penalty: 4727.794922
	Iteration 25Q: 3 clusters Score -967973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -967971.937500 Penalty: 4727.794922
	Iteration 26Q: 3 clusters Score -967971.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -967972.375000 Penalty: 4727.794922
	Iteration 27Q: 3 clusters Score -967972.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -967972.562500 Penalty: 4727.794922
	Iteration 28Q: 3 clusters Score -967972.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -967972.437500 Penalty: 4727.794922
	Iteration 29Q: 3 clusters Score -967972.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -967971.375000 Penalty: 4727.794922
	Iteration 30Q: 3 clusters Score -967971.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -967973.000000 Penalty: 4727.794922
	Iteration 31Q: 3 clusters Score -967973 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -967976.437500 Penalty: 4727.794922
	Iteration 32Q: 3 clusters Score -967976.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -967979.625000 Penalty: 4727.794922
	Iteration 33Q: 3 clusters Score -967979.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -967987.937500 Penalty: 4727.794922
	Iteration 34Q: 3 clusters Score -967987.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -968000.000000 Penalty: 4727.794922
	Iteration 35Q: 3 clusters Score -968000 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -968009.812500 Penalty: 4727.794922
	Iteration 36Q: 3 clusters Score -968009.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -968020.125000 Penalty: 4727.794922
	Iteration 37Q: 3 clusters Score -968020.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -968031.937500 Penalty: 4727.794922
	Iteration 38Q: 3 clusters Score -968031.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -968045.750000 Penalty: 4727.794922
	Iteration 39Q: 3 clusters Score -968045.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -968052.312500 Penalty: 4727.794922
	Iteration 40F: 3 clusters Score -968052.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -968052.000000 Penalty: 4727.794922
	Iteration 41Q: 3 clusters Score -968052 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -968054.812500 Penalty: 4727.794922
	Iteration 42Q: 3 clusters Score -968054.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -968053.312500 Penalty: 4727.794922
	Iteration 43Q: 3 clusters Score -968053.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -968057.687500 Penalty: 4727.794922
	Iteration 44Q: 3 clusters Score -968057.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -968056.375000 Penalty: 4727.794922
	Iteration 45Q: 3 clusters Score -968056.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -968057.250000 Penalty: 4727.794922
	Iteration 46Q: 3 clusters Score -968057.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -968057.437500 Penalty: 4727.794922
	Iteration 47Q: 3 clusters Score -968057.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -968057.812500 Penalty: 4727.794922
	Iteration 48Q: 3 clusters Score -968057.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -968058.875000 Penalty: 4727.794922
	Iteration 49Q: 3 clusters Score -968058.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -968060.437500 Penalty: 4727.794922
	Iteration 50Q: 3 clusters Score -968060.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -968059.312500 Penalty: 4727.794922
	Iteration 51Q: 3 clusters Score -968059.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -968061.812500 Penalty: 4727.794922
	Iteration 52Q: 3 clusters Score -968061.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -968064.875000 Penalty: 4727.794922
	Iteration 53Q: 3 clusters Score -968064.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -968064.187500 Penalty: 4727.794922
	Iteration 54Q: 3 clusters Score -968064.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -968066.187500 Penalty: 4727.794922
	Iteration 55Q: 3 clusters Score -968066.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -968066.437500 Penalty: 4727.794922
	Iteration 56Q: 3 clusters Score -968066.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -968068.437500 Penalty: 4727.794922
	Iteration 57Q: 3 clusters Score -968068.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -968068.500000 Penalty: 4727.794922
	Iteration 58Q: 3 clusters Score -968068.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -968071.250000 Penalty: 4727.794922
	Iteration 59Q: 3 clusters Score -968071.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -968071.062500 Penalty: 4727.794922
	Iteration 60F: 3 clusters Score -968071.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -968072.562500 Penalty: 4727.794922
	Iteration 61Q: 3 clusters Score -968072.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -968071.375000 Penalty: 4727.794922
	Iteration 62Q: 3 clusters Score -968071.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -968071.000000 Penalty: 4727.794922
	Iteration 63Q: 3 clusters Score -968071 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -968072.812500 Penalty: 4727.794922
	Iteration 64Q: 3 clusters Score -968072.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -968072.937500 Penalty: 4727.794922
	Iteration 65Q: 3 clusters Score -968072.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -968074.437500 Penalty: 4727.794922
	Iteration 66Q: 3 clusters Score -968074.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -968075.625000 Penalty: 4727.794922
	Iteration 67Q: 3 clusters Score -968075.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -968076.687500 Penalty: 4727.794922
	Iteration 68Q: 3 clusters Score -968076.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -968076.125000 Penalty: 4727.794922
	Iteration 69Q: 3 clusters Score -968076.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -968076.187500 Penalty: 4727.794922
	Iteration 70Q: 3 clusters Score -968076.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -968076.875000 Penalty: 4727.794922
	Iteration 71Q: 3 clusters Score -968076.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -968076.312500 Penalty: 4727.794922
	Iteration 72Q: 3 clusters Score -968076.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -968076.750000 Penalty: 4727.794922
	Iteration 73Q: 3 clusters Score -968076.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -968076.125000 Penalty: 4727.794922
	Iteration 74Q: 3 clusters Score -968076.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -968078.750000 Penalty: 4727.794922
	Iteration 75Q: 3 clusters Score -968078.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -968078.687500 Penalty: 4727.794922
	Iteration 76Q: 3 clusters Score -968078.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -968076.812500 Penalty: 4727.794922
	Iteration 77Q: 3 clusters Score -968076.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -968076.250000 Penalty: 4727.794922
	Iteration 78Q: 3 clusters Score -968076.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -968076.250000 Penalty: 4727.794922
	Iteration 79Q: 3 clusters Score -968076.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -968076.187500 Penalty: 4727.794922
	Iteration 80F: 3 clusters Score -968076.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -968077.125000 Penalty: 4727.794922
	Iteration 81Q: 3 clusters Score -968077.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -968076.562500 Penalty: 4727.794922
	Iteration 82Q: 3 clusters Score -968076.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -968078.500000 Penalty: 4727.794922
	Iteration 83Q: 3 clusters Score -968078.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -968075.437500 Penalty: 4727.794922
	Iteration 84Q: 3 clusters Score -968075.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -968079.687500 Penalty: 4727.794922
	Iteration 85Q: 3 clusters Score -968079.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -968081.687500 Penalty: 4727.794922
	Iteration 86Q: 3 clusters Score -968081.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -968080.625000 Penalty: 4727.794922
	Iteration 87Q: 3 clusters Score -968080.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -968080.437500 Penalty: 4727.794922
	Iteration 88Q: 3 clusters Score -968080.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -968080.500000 Penalty: 4727.794922
	Iteration 89Q: 3 clusters Score -968080.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -968081.437500 Penalty: 4727.794922
	Iteration 90Q: 3 clusters Score -968081.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -968080.437500 Penalty: 4727.794922
	Iteration 91Q: 3 clusters Score -968080.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -968081.250000 Penalty: 4727.794922
	Iteration 92Q: 3 clusters Score -968081.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -968082.562500 Penalty: 4727.794922
	Iteration 93Q: 3 clusters Score -968082.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -968082.562500 Penalty: 4727.794922
	Iteration 94F: 3 clusters Score -968082.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 5443 members 
Mstep: Class 3 contains 75174 members 
Mstep: Class 4 contains 6572 members 
Mstep: Class 5 contains 277558 members 
Mstep: Class 6 contains 28441 members 
Mstep: Class 7 contains 11552 members 
Mstep: Class 8 contains 53077 members 
Mstep: Class 9 contains 11345 members 
Mstep: Class 10 contains 24438 members 
Mstep: Class 11 contains 196028 members 
Mstep: Class 12 contains 48531 members 
Mstep: Class 13 contains 156525 members 
Mstep: Class 14 contains 306773 members 
Mstep: Class 15 contains 73539 members 
Mstep: Class 16 contains 45414 members 
Mstep: Class 17 contains 12721 members 
Mstep: Class 18 contains 17644 members 
Mstep: Class 19 contains 4934 members 
Mstep: Class 20 contains 11464 members 
Mstep: Class 21 contains 56501 members 
Mstep: Class 22 contains 22758 members 
Mstep: Class 23 contains 8349 members 
Entering Unmasked Estep 
Score: -111893624.000000 Penalty: 80974.351562
Splitting cluster 2 changes total score from -111880600.000000 to -111893624.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 3 (75174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75174 members 
Entering Unmasked Estep 
Score: -6084261.500000 Penalty: 2784.435059
	Iteration 0F: 2 clusters Score -6084262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37657 members 
Mstep: Class 2 contains 37517 members 
Entering Unmasked Estep 
Score: -6034126.000000 Penalty: 5568.870117
	Iteration 0F: 3 clusters Score -6034126 nChanged 35120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39009 members 
Mstep: Class 2 contains 36165 members 
Entering Unmasked Estep 
Score: -6053899.500000 Penalty: 5568.870117
	Iteration 1F: 3 clusters Score -6053900 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39929 members 
Mstep: Class 2 contains 35245 members 
Entering Unmasked Estep 
Score: -6054445.000000 Penalty: 5568.870117
	Iteration 2Q: 3 clusters Score -6054445 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41332 members 
Mstep: Class 2 contains 33842 members 
Entering Unmasked Estep 
Score: -6055275.500000 Penalty: 5568.870117
	Iteration 3Q: 3 clusters Score -6055276 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43363 members 
Mstep: Class 2 contains 31811 members 
Entering Unmasked Estep 
Score: -6056276.500000 Penalty: 5568.870117
	Iteration 4Q: 3 clusters Score -6056276 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46310 members 
Mstep: Class 2 contains 28864 members 
Entering Unmasked Estep 
Score: -6057822.000000 Penalty: 5568.870117
	Iteration 5Q: 3 clusters Score -6057822 nChanged 4520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50544 members 
Mstep: Class 2 contains 24630 members 
Entering Unmasked Estep 
Score: -6060456.500000 Penalty: 5568.870117
	Iteration 6F: 3 clusters Score -6060456 nChanged 5553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55939 members 
Mstep: Class 2 contains 19235 members 
Entering Unmasked Estep 
Score: -6064513.000000 Penalty: 5568.870117
	Iteration 7F: 3 clusters Score -6064513 nChanged 6138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62003 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -6069858.500000 Penalty: 5568.870117
	Iteration 8F: 3 clusters Score -6069858 nChanged 5571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67540 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -6075200.500000 Penalty: 5568.870117
	Iteration 9F: 3 clusters Score -6075200 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71351 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -6078799.000000 Penalty: 5568.870117
	Iteration 10F: 3 clusters Score -6078799 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73299 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -6080572.500000 Penalty: 5568.870117
	Iteration 11Q: 3 clusters Score -6080572 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74124 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -6081326.500000 Penalty: 5568.870117
	Iteration 12Q: 3 clusters Score -6081326 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74436 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -6081635.500000 Penalty: 5568.870117
	Iteration 13Q: 3 clusters Score -6081636 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74555 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -6081833.500000 Penalty: 5568.870117
	Iteration 14Q: 3 clusters Score -6081834 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74616 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -6081918.500000 Penalty: 5568.870117
	Iteration 15Q: 3 clusters Score -6081918 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74644 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -6081973.000000 Penalty: 5568.870117
	Iteration 16Q: 3 clusters Score -6081973 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74650 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -6082006.500000 Penalty: 5568.870117
	Iteration 17Q: 3 clusters Score -6082006 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74660 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -6082025.000000 Penalty: 5568.870117
	Iteration 18Q: 3 clusters Score -6082025 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74667 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -6082051.000000 Penalty: 5568.870117
	Iteration 19Q: 3 clusters Score -6082051 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74675 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -6082069.500000 Penalty: 5568.870117
	Iteration 20F: 3 clusters Score -6082070 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74680 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -6082067.500000 Penalty: 5568.870117
	Iteration 21Q: 3 clusters Score -6082068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74681 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -6082066.500000 Penalty: 5568.870117
	Iteration 22Q: 3 clusters Score -6082066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74680 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -6082080.500000 Penalty: 5568.870117
	Iteration 23Q: 3 clusters Score -6082080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74682 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -6082084.000000 Penalty: 5568.870117
	Iteration 24Q: 3 clusters Score -6082084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74684 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -6082088.500000 Penalty: 5568.870117
	Iteration 25Q: 3 clusters Score -6082088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74687 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -6082089.000000 Penalty: 5568.870117
	Iteration 26Q: 3 clusters Score -6082089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74688 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -6082088.500000 Penalty: 5568.870117
	Iteration 27Q: 3 clusters Score -6082088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74688 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -6082088.500000 Penalty: 5568.870117
	Iteration 28F: 3 clusters Score -6082088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -440585.562500 Penalty: 2180.062012
	Iteration 0F: 2 clusters Score -440585.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -435203.625000 Penalty: 4360.124023
	Iteration 0F: 3 clusters Score -435203.6 nChanged 2605
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: -436913.093750 Penalty: 4360.124023
	Iteration 1F: 3 clusters Score -436913.1 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -437421.906250 Penalty: 4360.124023
	Iteration 2F: 3 clusters Score -437421.9 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -437851.218750 Penalty: 4360.124023
	Iteration 3F: 3 clusters Score -437851.2 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -438320.468750 Penalty: 4360.124023
	Iteration 4F: 3 clusters Score -438320.5 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -439121.187500 Penalty: 4360.124023
	Iteration 5F: 3 clusters Score -439121.2 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -440123.718750 Penalty: 4360.124023
	Iteration 6F: 3 clusters Score -440123.7 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -441184.500000 Penalty: 4360.124023
	Iteration 7F: 3 clusters Score -441184.5 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -441812.468750 Penalty: 4360.124023
	Iteration 8F: 3 clusters Score -441812.5 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -442067.187500 Penalty: 4360.124023
	Iteration 9Q: 3 clusters Score -442067.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -442225.937500 Penalty: 4360.124023
	Iteration 10Q: 3 clusters Score -442225.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -442334.406250 Penalty: 4360.124023
	Iteration 11Q: 3 clusters Score -442334.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -442404.375000 Penalty: 4360.124023
	Iteration 12Q: 3 clusters Score -442404.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -442453.843750 Penalty: 4360.124023
	Iteration 13Q: 3 clusters Score -442453.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -442500.500000 Penalty: 4360.124023
	Iteration 14Q: 3 clusters Score -442500.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -442544.093750 Penalty: 4360.124023
	Iteration 15Q: 3 clusters Score -442544.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -442569.187500 Penalty: 4360.124023
	Iteration 16Q: 3 clusters Score -442569.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -442589.375000 Penalty: 4360.124023
	Iteration 17Q: 3 clusters Score -442589.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -442604.312500 Penalty: 4360.124023
	Iteration 18Q: 3 clusters Score -442604.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -442613.843750 Penalty: 4360.124023
	Iteration 19Q: 3 clusters Score -442613.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -442618.437500 Penalty: 4360.124023
	Iteration 20F: 3 clusters Score -442618.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -442620.781250 Penalty: 4360.124023
	Iteration 21Q: 3 clusters Score -442620.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -442621.906250 Penalty: 4360.124023
	Iteration 22Q: 3 clusters Score -442621.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -442622.843750 Penalty: 4360.124023
	Iteration 23Q: 3 clusters Score -442622.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -442623.750000 Penalty: 4360.124023
	Iteration 24Q: 3 clusters Score -442623.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -442623.750000 Penalty: 4360.124023
	Iteration 25F: 3 clusters Score -442623.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 5443 members 
Mstep: Class 3 contains 75174 members 
Mstep: Class 4 contains 1707 members 
Mstep: Class 5 contains 277558 members 
Mstep: Class 6 contains 28441 members 
Mstep: Class 7 contains 11552 members 
Mstep: Class 8 contains 53077 members 
Mstep: Class 9 contains 11345 members 
Mstep: Class 10 contains 24438 members 
Mstep: Class 11 contains 196028 members 
Mstep: Class 12 contains 48531 members 
Mstep: Class 13 contains 156525 members 
Mstep: Class 14 contains 306773 members 
Mstep: Class 15 contains 73539 members 
Mstep: Class 16 contains 45414 members 
Mstep: Class 17 contains 12721 members 
Mstep: Class 18 contains 17644 members 
Mstep: Class 19 contains 4934 members 
Mstep: Class 20 contains 11464 members 
Mstep: Class 21 contains 56501 members 
Mstep: Class 22 contains 22758 members 
Mstep: Class 23 contains 8349 members 
Mstep: Class 24 contains 4865 members 
Entering Unmasked Estep 
Score: -111894296.000000 Penalty: 84494.976562
Splitting cluster 4 changes total score from -111880600.000000 to -111894296.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 5 (277558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277558 members 
Entering Unmasked Estep 
Score: -22129874.000000 Penalty: 3108.378662
	Iteration 0F: 2 clusters Score -2.212987e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138511 members 
Mstep: Class 2 contains 139047 members 
Entering Unmasked Estep 
Score: -21942368.000000 Penalty: 6216.757324
	Iteration 0F: 3 clusters Score -2.194237e+07 nChanged 134498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132343 members 
Mstep: Class 2 contains 145215 members 
Entering Unmasked Estep 
Score: -22021468.000000 Penalty: 6216.757324
	Iteration 1F: 3 clusters Score -2.202147e+07 nChanged 7678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128167 members 
Mstep: Class 2 contains 149391 members 
Entering Unmasked Estep 
Score: -22023250.000000 Penalty: 6216.757324
	Iteration 2Q: 3 clusters Score -2.202325e+07 nChanged 8973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121780 members 
Mstep: Class 2 contains 155778 members 
Entering Unmasked Estep 
Score: -22026328.000000 Penalty: 6216.757324
	Iteration 3Q: 3 clusters Score -2.202633e+07 nChanged 11460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112096 members 
Mstep: Class 2 contains 165462 members 
Entering Unmasked Estep 
Score: -22031044.000000 Penalty: 6216.757324
	Iteration 4Q: 3 clusters Score -2.203104e+07 nChanged 15388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97834 members 
Mstep: Class 2 contains 179724 members 
Entering Unmasked Estep 
Score: -22039314.000000 Penalty: 6216.757324
	Iteration 5F: 3 clusters Score -2.203931e+07 nChanged 20239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78155 members 
Mstep: Class 2 contains 199403 members 
Entering Unmasked Estep 
Score: -22053680.000000 Penalty: 6216.757324
	Iteration 6F: 3 clusters Score -2.205368e+07 nChanged 24257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54114 members 
Mstep: Class 2 contains 223444 members 
Entering Unmasked Estep 
Score: -22074702.000000 Penalty: 6216.757324
	Iteration 7F: 3 clusters Score -2.20747e+07 nChanged 23728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30420 members 
Mstep: Class 2 contains 247138 members 
Entering Unmasked Estep 
Score: -22097800.000000 Penalty: 6216.757324
	Iteration 8F: 3 clusters Score -2.20978e+07 nChanged 16906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 264042 members 
Entering Unmasked Estep 
Score: -22114504.000000 Penalty: 6216.757324
	Iteration 9F: 3 clusters Score -2.21145e+07 nChanged 8349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 272391 members 
Entering Unmasked Estep 
Score: -22122668.000000 Penalty: 6216.757324
	Iteration 10Q: 3 clusters Score -2.212267e+07 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 275447 members 
Entering Unmasked Estep 
Score: -22125456.000000 Penalty: 6216.757324
	Iteration 11Q: 3 clusters Score -2.212546e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 276449 members 
Entering Unmasked Estep 
Score: -22126396.000000 Penalty: 6216.757324
	Iteration 12Q: 3 clusters Score -2.21264e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 276747 members 
Entering Unmasked Estep 
Score: -22126756.000000 Penalty: 6216.757324
	Iteration 13Q: 3 clusters Score -2.212676e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 276865 members 
Entering Unmasked Estep 
Score: -22126910.000000 Penalty: 6216.757324
	Iteration 14Q: 3 clusters Score -2.212691e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 276915 members 
Entering Unmasked Estep 
Score: -22126956.000000 Penalty: 6216.757324
	Iteration 15Q: 3 clusters Score -2.212696e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 276953 members 
Entering Unmasked Estep 
Score: -22127026.000000 Penalty: 6216.757324
	Iteration 16Q: 3 clusters Score -2.212703e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 276988 members 
Entering Unmasked Estep 
Score: -22127082.000000 Penalty: 6216.757324
	Iteration 17Q: 3 clusters Score -2.212708e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 277005 members 
Entering Unmasked Estep 
Score: -22127132.000000 Penalty: 6216.757324
	Iteration 18Q: 3 clusters Score -2.212713e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 277021 members 
Entering Unmasked Estep 
Score: -22127142.000000 Penalty: 6216.757324
	Iteration 19Q: 3 clusters Score -2.212714e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 277028 members 
Entering Unmasked Estep 
Score: -22127154.000000 Penalty: 6216.757324
	Iteration 20F: 3 clusters Score -2.212715e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 277032 members 
Entering Unmasked Estep 
Score: -22127158.000000 Penalty: 6216.757324
	Iteration 21Q: 3 clusters Score -2.212716e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 277037 members 
Entering Unmasked Estep 
Score: -22127170.000000 Penalty: 6216.757324
	Iteration 22Q: 3 clusters Score -2.212717e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 277036 members 
Entering Unmasked Estep 
Score: -22127170.000000 Penalty: 6216.757324
	Iteration 23Q: 3 clusters Score -2.212717e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 277035 members 
Entering Unmasked Estep 
Score: -22127176.000000 Penalty: 6216.757324
	Iteration 24Q: 3 clusters Score -2.212718e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 277033 members 
Entering Unmasked Estep 
Score: -22127176.000000 Penalty: 6216.757324
	Iteration 25Q: 3 clusters Score -2.212718e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 277033 members 
Entering Unmasked Estep 
Score: -22127174.000000 Penalty: 6216.757324
	Iteration 26Q: 3 clusters Score -2.212717e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 277034 members 
Entering Unmasked Estep 
Score: -22127180.000000 Penalty: 6216.757324
	Iteration 27Q: 3 clusters Score -2.212718e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 277036 members 
Entering Unmasked Estep 
Score: -22127174.000000 Penalty: 6216.757324
	Iteration 28Q: 3 clusters Score -2.212717e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 277038 members 
Entering Unmasked Estep 
Score: -22127172.000000 Penalty: 6216.757324
	Iteration 29Q: 3 clusters Score -2.212717e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 277039 members 
Entering Unmasked Estep 
Score: -22127188.000000 Penalty: 6216.757324
	Iteration 30Q: 3 clusters Score -2.212719e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 277042 members 
Entering Unmasked Estep 
Score: -22127176.000000 Penalty: 6216.757324
	Iteration 31Q: 3 clusters Score -2.212718e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 277046 members 
Entering Unmasked Estep 
Score: -22127178.000000 Penalty: 6216.757324
	Iteration 32Q: 3 clusters Score -2.212718e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 277050 members 
Entering Unmasked Estep 
Score: -22127192.000000 Penalty: 6216.757324
	Iteration 33Q: 3 clusters Score -2.212719e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 277053 members 
Entering Unmasked Estep 
Score: -22127190.000000 Penalty: 6216.757324
	Iteration 34Q: 3 clusters Score -2.212719e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 277056 members 
Entering Unmasked Estep 
Score: -22127172.000000 Penalty: 6216.757324
	Iteration 35Q: 3 clusters Score -2.212717e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 277059 members 
Entering Unmasked Estep 
Score: -22127172.000000 Penalty: 6216.757324
	Iteration 36Q: 3 clusters Score -2.212717e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 277062 members 
Entering Unmasked Estep 
Score: -22127188.000000 Penalty: 6216.757324
	Iteration 37Q: 3 clusters Score -2.212719e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 277062 members 
Entering Unmasked Estep 
Score: -22127182.000000 Penalty: 6216.757324
	Iteration 38Q: 3 clusters Score -2.212718e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 277062 members 
Entering Unmasked Estep 
Score: -22127182.000000 Penalty: 6216.757324
	Iteration 39F: 3 clusters Score -2.212718e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (28441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28441 members 
Entering Unmasked Estep 
Score: -1987390.500000 Penalty: 2543.385498
	Iteration 0F: 2 clusters Score -1987390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -1967893.750000 Penalty: 5086.770996
	Iteration 0F: 3 clusters Score -1967894 nChanged 12723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 14886 members 
Entering Unmasked Estep 
Score: -1974889.500000 Penalty: 5086.770996
	Iteration 1F: 3 clusters Score -1974890 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
Score: -1975571.500000 Penalty: 5086.770996
	Iteration 2F: 3 clusters Score -1975572 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 15765 members 
Entering Unmasked Estep 
Score: -1976453.375000 Penalty: 5086.770996
	Iteration 3F: 3 clusters Score -1976453 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -1977717.500000 Penalty: 5086.770996
	Iteration 4F: 3 clusters Score -1977718 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 17250 members 
Entering Unmasked Estep 
Score: -1979465.875000 Penalty: 5086.770996
	Iteration 5F: 3 clusters Score -1979466 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 18426 members 
Entering Unmasked Estep 
Score: -1981298.000000 Penalty: 5086.770996
	Iteration 6F: 3 clusters Score -1981298 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 19680 members 
Entering Unmasked Estep 
Score: -1982922.625000 Penalty: 5086.770996
	Iteration 7F: 3 clusters Score -1982923 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 20879 members 
Entering Unmasked Estep 
Score: -1984215.625000 Penalty: 5086.770996
	Iteration 8F: 3 clusters Score -1984216 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 21895 members 
Entering Unmasked Estep 
Score: -1985110.250000 Penalty: 5086.770996
	Iteration 9Q: 3 clusters Score -1985110 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 22647 members 
Entering Unmasked Estep 
Score: -1985673.375000 Penalty: 5086.770996
	Iteration 10Q: 3 clusters Score -1985673 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 23209 members 
Entering Unmasked Estep 
Score: -1986028.125000 Penalty: 5086.770996
	Iteration 11Q: 3 clusters Score -1986028 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 23660 members 
Entering Unmasked Estep 
Score: -1986323.000000 Penalty: 5086.770996
	Iteration 12Q: 3 clusters Score -1986323 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 24012 members 
Entering Unmasked Estep 
Score: -1986634.500000 Penalty: 5086.770996
	Iteration 13Q: 3 clusters Score -1986634 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 24334 members 
Entering Unmasked Estep 
Score: -1987019.000000 Penalty: 5086.770996
	Iteration 14Q: 3 clusters Score -1987019 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 24598 members 
Entering Unmasked Estep 
Score: -1987358.250000 Penalty: 5086.770996
	Iteration 15Q: 3 clusters Score -1987358 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 24796 members 
Entering Unmasked Estep 
Score: -1987543.375000 Penalty: 5086.770996
	Iteration 16Q: 3 clusters Score -1987543 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 24966 members 
Entering Unmasked Estep 
Score: -1987650.625000 Penalty: 5086.770996
	Iteration 17Q: 3 clusters Score -1987651 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 25119 members 
Entering Unmasked Estep 
Score: -1987745.000000 Penalty: 5086.770996
	Iteration 18Q: 3 clusters Score -1987745 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 25239 members 
Entering Unmasked Estep 
Score: -1987817.750000 Penalty: 5086.770996
	Iteration 19Q: 3 clusters Score -1987818 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 25354 members 
Entering Unmasked Estep 
Score: -1987903.500000 Penalty: 5086.770996
	Iteration 20F: 3 clusters Score -1987904 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 25457 members 
Entering Unmasked Estep 
Score: -1988002.750000 Penalty: 5086.770996
	Iteration 21Q: 3 clusters Score -1988003 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 25557 members 
Entering Unmasked Estep 
Score: -1988109.250000 Penalty: 5086.770996
	Iteration 22Q: 3 clusters Score -1988109 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 25664 members 
Entering Unmasked Estep 
Score: -1988237.500000 Penalty: 5086.770996
	Iteration 23Q: 3 clusters Score -1988238 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 25743 members 
Entering Unmasked Estep 
Score: -1988356.500000 Penalty: 5086.770996
	Iteration 24Q: 3 clusters Score -1988356 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 25809 members 
Entering Unmasked Estep 
Score: -1988416.875000 Penalty: 5086.770996
	Iteration 25Q: 3 clusters Score -1988417 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 25861 members 
Entering Unmasked Estep 
Score: -1988451.625000 Penalty: 5086.770996
	Iteration 26Q: 3 clusters Score -1988452 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 25893 members 
Entering Unmasked Estep 
Score: -1988470.750000 Penalty: 5086.770996
	Iteration 27Q: 3 clusters Score -1988471 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 25910 members 
Entering Unmasked Estep 
Score: -1988482.000000 Penalty: 5086.770996
	Iteration 28Q: 3 clusters Score -1988482 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 25926 members 
Entering Unmasked Estep 
Score: -1988481.125000 Penalty: 5086.770996
	Iteration 29Q: 3 clusters Score -1988481 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 25938 members 
Entering Unmasked Estep 
Score: -1988493.500000 Penalty: 5086.770996
	Iteration 30Q: 3 clusters Score -1988494 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 25947 members 
Entering Unmasked Estep 
Score: -1988494.250000 Penalty: 5086.770996
	Iteration 31Q: 3 clusters Score -1988494 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 25952 members 
Entering Unmasked Estep 
Score: -1988497.875000 Penalty: 5086.770996
	Iteration 32Q: 3 clusters Score -1988498 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 25957 members 
Entering Unmasked Estep 
Score: -1988500.000000 Penalty: 5086.770996
	Iteration 33Q: 3 clusters Score -1988500 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 25968 members 
Entering Unmasked Estep 
Score: -1988500.375000 Penalty: 5086.770996
	Iteration 34Q: 3 clusters Score -1988500 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 25974 members 
Entering Unmasked Estep 
Score: -1988501.000000 Penalty: 5086.770996
	Iteration 35Q: 3 clusters Score -1988501 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 25981 members 
Entering Unmasked Estep 
Score: -1988506.125000 Penalty: 5086.770996
	Iteration 36Q: 3 clusters Score -1988506 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 25992 members 
Entering Unmasked Estep 
Score: -1988509.125000 Penalty: 5086.770996
	Iteration 37Q: 3 clusters Score -1988509 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 26000 members 
Entering Unmasked Estep 
Score: -1988506.875000 Penalty: 5086.770996
	Iteration 38Q: 3 clusters Score -1988507 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 26004 members 
Entering Unmasked Estep 
Score: -1988512.500000 Penalty: 5086.770996
	Iteration 39Q: 3 clusters Score -1988512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 26011 members 
Entering Unmasked Estep 
Score: -1988515.125000 Penalty: 5086.770996
	Iteration 40F: 3 clusters Score -1988515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 26014 members 
Entering Unmasked Estep 
Score: -1988512.250000 Penalty: 5086.770996
	Iteration 41Q: 3 clusters Score -1988512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 26017 members 
Entering Unmasked Estep 
Score: -1988514.625000 Penalty: 5086.770996
	Iteration 42Q: 3 clusters Score -1988515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 26018 members 
Entering Unmasked Estep 
Score: -1988514.750000 Penalty: 5086.770996
	Iteration 43Q: 3 clusters Score -1988515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 26020 members 
Entering Unmasked Estep 
Score: -1988513.500000 Penalty: 5086.770996
	Iteration 44Q: 3 clusters Score -1988514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 26021 members 
Entering Unmasked Estep 
Score: -1988512.500000 Penalty: 5086.770996
	Iteration 45Q: 3 clusters Score -1988512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 26021 members 
Entering Unmasked Estep 
Score: -1988512.500000 Penalty: 5086.770996
	Iteration 46F: 3 clusters Score -1988512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 5443 members 
Mstep: Class 3 contains 75174 members 
Mstep: Class 4 contains 1707 members 
Mstep: Class 5 contains 277558 members 
Mstep: Class 6 contains 2420 members 
Mstep: Class 7 contains 11552 members 
Mstep: Class 8 contains 53077 members 
Mstep: Class 9 contains 11345 members 
Mstep: Class 10 contains 24438 members 
Mstep: Class 11 contains 196028 members 
Mstep: Class 12 contains 48531 members 
Mstep: Class 13 contains 156525 members 
Mstep: Class 14 contains 306773 members 
Mstep: Class 15 contains 73539 members 
Mstep: Class 16 contains 45414 members 
Mstep: Class 17 contains 12721 members 
Mstep: Class 18 contains 17644 members 
Mstep: Class 19 contains 4934 members 
Mstep: Class 20 contains 11464 members 
Mstep: Class 21 contains 56501 members 
Mstep: Class 22 contains 22758 members 
Mstep: Class 23 contains 8349 members 
Mstep: Class 24 contains 4865 members 
Mstep: Class 25 contains 26021 members 
Entering Unmasked Estep 
Score: -111894464.000000 Penalty: 88015.593750
Splitting cluster 6 changes total score from -111880600.000000 to -111894464.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 7 (11552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Entering Unmasked Estep 
Score: -905328.500000 Penalty: 2319.944336
	Iteration 0F: 2 clusters Score -905328.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -896664.500000 Penalty: 4639.888672
	Iteration 0F: 3 clusters Score -896664.5 nChanged 4843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -899276.375000 Penalty: 4639.888672
	Iteration 1F: 3 clusters Score -899276.4 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -899610.250000 Penalty: 4639.888672
	Iteration 2F: 3 clusters Score -899610.2 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -899867.062500 Penalty: 4639.888672
	Iteration 3F: 3 clusters Score -899867.1 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -900142.562500 Penalty: 4639.888672
	Iteration 4Q: 3 clusters Score -900142.6 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -900515.625000 Penalty: 4639.888672
	Iteration 5Q: 3 clusters Score -900515.6 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -901009.000000 Penalty: 4639.888672
	Iteration 6F: 3 clusters Score -901009 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -901611.625000 Penalty: 4639.888672
	Iteration 7F: 3 clusters Score -901611.6 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -902312.750000 Penalty: 4639.888672
	Iteration 8F: 3 clusters Score -902312.8 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -902966.812500 Penalty: 4639.888672
	Iteration 9F: 3 clusters Score -902966.8 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -903451.687500 Penalty: 4639.888672
	Iteration 10Q: 3 clusters Score -903451.7 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -903785.562500 Penalty: 4639.888672
	Iteration 11Q: 3 clusters Score -903785.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -903974.375000 Penalty: 4639.888672
	Iteration 12Q: 3 clusters Score -903974.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -904062.562500 Penalty: 4639.888672
	Iteration 13Q: 3 clusters Score -904062.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -904117.062500 Penalty: 4639.888672
	Iteration 14Q: 3 clusters Score -904117.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -904139.625000 Penalty: 4639.888672
	Iteration 15Q: 3 clusters Score -904139.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -904154.250000 Penalty: 4639.888672
	Iteration 16Q: 3 clusters Score -904154.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -904161.562500 Penalty: 4639.888672
	Iteration 17Q: 3 clusters Score -904161.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -904167.812500 Penalty: 4639.888672
	Iteration 18Q: 3 clusters Score -904167.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -904171.937500 Penalty: 4639.888672
	Iteration 19Q: 3 clusters Score -904171.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -904172.250000 Penalty: 4639.888672
	Iteration 20F: 3 clusters Score -904172.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -904176.062500 Penalty: 4639.888672
	Iteration 21Q: 3 clusters Score -904176.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -904176.687500 Penalty: 4639.888672
	Iteration 22Q: 3 clusters Score -904176.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -904179.500000 Penalty: 4639.888672
	Iteration 23Q: 3 clusters Score -904179.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -904181.437500 Penalty: 4639.888672
	Iteration 24Q: 3 clusters Score -904181.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -904180.500000 Penalty: 4639.888672
	Iteration 25Q: 3 clusters Score -904180.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -904180.500000 Penalty: 4639.888672
	Iteration 26F: 3 clusters Score -904180.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (53077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53077 members 
Entering Unmasked Estep 
Score: -4102523.500000 Penalty: 2698.115967
	Iteration 0F: 2 clusters Score -4102524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26532 members 
Mstep: Class 2 contains 26545 members 
Entering Unmasked Estep 
Score: -4066968.000000 Penalty: 5396.231934
	Iteration 0F: 3 clusters Score -4066968 nChanged 24530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27394 members 
Mstep: Class 2 contains 25683 members 
Entering Unmasked Estep 
Score: -4081143.500000 Penalty: 5396.231934
	Iteration 1F: 3 clusters Score -4081144 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28027 members 
Mstep: Class 2 contains 25050 members 
Entering Unmasked Estep 
Score: -4082391.000000 Penalty: 5396.231934
	Iteration 2F: 3 clusters Score -4082391 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28827 members 
Mstep: Class 2 contains 24250 members 
Entering Unmasked Estep 
Score: -4084070.750000 Penalty: 5396.231934
	Iteration 3F: 3 clusters Score -4084071 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29778 members 
Mstep: Class 2 contains 23299 members 
Entering Unmasked Estep 
Score: -4086205.500000 Penalty: 5396.231934
	Iteration 4F: 3 clusters Score -4086206 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30757 members 
Mstep: Class 2 contains 22320 members 
Entering Unmasked Estep 
Score: -4088728.250000 Penalty: 5396.231934
	Iteration 5F: 3 clusters Score -4088728 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31554 members 
Mstep: Class 2 contains 21523 members 
Entering Unmasked Estep 
Score: -4091380.000000 Penalty: 5396.231934
	Iteration 6F: 3 clusters Score -4091380 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31865 members 
Mstep: Class 2 contains 21212 members 
Entering Unmasked Estep 
Score: -4093771.500000 Penalty: 5396.231934
	Iteration 7F: 3 clusters Score -4093772 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31582 members 
Mstep: Class 2 contains 21495 members 
Entering Unmasked Estep 
Score: -4095921.250000 Penalty: 5396.231934
	Iteration 8F: 3 clusters Score -4095921 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30929 members 
Mstep: Class 2 contains 22148 members 
Entering Unmasked Estep 
Score: -4098673.000000 Penalty: 5396.231934
	Iteration 9F: 3 clusters Score -4098673 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30392 members 
Mstep: Class 2 contains 22685 members 
Entering Unmasked Estep 
Score: -4101597.250000 Penalty: 5396.231934
	Iteration 10F: 3 clusters Score -4101597 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30458 members 
Mstep: Class 2 contains 22619 members 
Entering Unmasked Estep 
Score: -4104020.000000 Penalty: 5396.231934
	Iteration 11Q: 3 clusters Score -4104020 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30963 members 
Mstep: Class 2 contains 22114 members 
Entering Unmasked Estep 
Score: -4106081.750000 Penalty: 5396.231934
	Iteration 12Q: 3 clusters Score -4106082 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31811 members 
Mstep: Class 2 contains 21266 members 
Entering Unmasked Estep 
Score: -4107874.250000 Penalty: 5396.231934
	Iteration 13Q: 3 clusters Score -4107874 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32901 members 
Mstep: Class 2 contains 20176 members 
Entering Unmasked Estep 
Score: -4110155.000000 Penalty: 5396.231934
	Iteration 14Q: 3 clusters Score -4110155 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34157 members 
Mstep: Class 2 contains 18920 members 
Entering Unmasked Estep 
Score: -4113202.500000 Penalty: 5396.231934
	Iteration 15Q: 3 clusters Score -4113202 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35029 members 
Mstep: Class 2 contains 18048 members 
Entering Unmasked Estep 
Score: -4114951.000000 Penalty: 5396.231934
	Iteration 16Q: 3 clusters Score -4114951 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35539 members 
Mstep: Class 2 contains 17538 members 
Entering Unmasked Estep 
Score: -4115405.500000 Penalty: 5396.231934
	Iteration 17Q: 3 clusters Score -4115406 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35832 members 
Mstep: Class 2 contains 17245 members 
Entering Unmasked Estep 
Score: -4115515.250000 Penalty: 5396.231934
	Iteration 18Q: 3 clusters Score -4115515 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35994 members 
Mstep: Class 2 contains 17083 members 
Entering Unmasked Estep 
Score: -4115529.250000 Penalty: 5396.231934
	Iteration 19Q: 3 clusters Score -4115529 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36080 members 
Mstep: Class 2 contains 16997 members 
Entering Unmasked Estep 
Score: -4115525.250000 Penalty: 5396.231934
	Iteration 20F: 3 clusters Score -4115525 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36144 members 
Mstep: Class 2 contains 16933 members 
Entering Unmasked Estep 
Score: -4115523.000000 Penalty: 5396.231934
	Iteration 21Q: 3 clusters Score -4115523 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36194 members 
Mstep: Class 2 contains 16883 members 
Entering Unmasked Estep 
Score: -4115538.250000 Penalty: 5396.231934
	Iteration 22Q: 3 clusters Score -4115538 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36237 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -4115557.250000 Penalty: 5396.231934
	Iteration 23Q: 3 clusters Score -4115557 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36264 members 
Mstep: Class 2 contains 16813 members 
Entering Unmasked Estep 
Score: -4115560.250000 Penalty: 5396.231934
	Iteration 24Q: 3 clusters Score -4115560 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36284 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -4115557.000000 Penalty: 5396.231934
	Iteration 25Q: 3 clusters Score -4115557 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36295 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -4115556.000000 Penalty: 5396.231934
	Iteration 26Q: 3 clusters Score -4115556 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36305 members 
Mstep: Class 2 contains 16772 members 
Entering Unmasked Estep 
Score: -4115562.250000 Penalty: 5396.231934
	Iteration 27Q: 3 clusters Score -4115562 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36314 members 
Mstep: Class 2 contains 16763 members 
Entering Unmasked Estep 
Score: -4115567.250000 Penalty: 5396.231934
	Iteration 28Q: 3 clusters Score -4115567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36318 members 
Mstep: Class 2 contains 16759 members 
Entering Unmasked Estep 
Score: -4115568.500000 Penalty: 5396.231934
	Iteration 29Q: 3 clusters Score -4115568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36322 members 
Mstep: Class 2 contains 16755 members 
Entering Unmasked Estep 
Score: -4115566.250000 Penalty: 5396.231934
	Iteration 30Q: 3 clusters Score -4115566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36328 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -4115564.750000 Penalty: 5396.231934
	Iteration 31Q: 3 clusters Score -4115565 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36331 members 
Mstep: Class 2 contains 16746 members 
Entering Unmasked Estep 
Score: -4115569.750000 Penalty: 5396.231934
	Iteration 32Q: 3 clusters Score -4115570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36331 members 
Mstep: Class 2 contains 16746 members 
Entering Unmasked Estep 
Score: -4115569.750000 Penalty: 5396.231934
	Iteration 33F: 3 clusters Score -4115570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 5443 members 
Mstep: Class 3 contains 75174 members 
Mstep: Class 4 contains 1707 members 
Mstep: Class 5 contains 277558 members 
Mstep: Class 6 contains 2420 members 
Mstep: Class 7 contains 11552 members 
Mstep: Class 8 contains 36331 members 
Mstep: Class 9 contains 11345 members 
Mstep: Class 10 contains 24438 members 
Mstep: Class 11 contains 196028 members 
Mstep: Class 12 contains 48531 members 
Mstep: Class 13 contains 156525 members 
Mstep: Class 14 contains 306773 members 
Mstep: Class 15 contains 73539 members 
Mstep: Class 16 contains 45414 members 
Mstep: Class 17 contains 12721 members 
Mstep: Class 18 contains 17644 members 
Mstep: Class 19 contains 4934 members 
Mstep: Class 20 contains 11464 members 
Mstep: Class 21 contains 56501 members 
Mstep: Class 22 contains 22758 members 
Mstep: Class 23 contains 8349 members 
Mstep: Class 24 contains 4865 members 
Mstep: Class 25 contains 26021 members 
Mstep: Class 26 contains 16746 members 
Entering Unmasked Estep 
Score: -111906624.000000 Penalty: 91536.218750
Splitting cluster 8 changes total score from -111880600.000000 to -111906624.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 9 (11345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Entering Unmasked Estep 
Score: -890776.625000 Penalty: 2315.459961
	Iteration 0F: 2 clusters Score -890776.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -882333.625000 Penalty: 4630.919922
	Iteration 0F: 3 clusters Score -882333.6 nChanged 4781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -884830.125000 Penalty: 4630.919922
	Iteration 1F: 3 clusters Score -884830.1 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -885119.875000 Penalty: 4630.919922
	Iteration 2F: 3 clusters Score -885119.9 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -885305.875000 Penalty: 4630.919922
	Iteration 3Q: 3 clusters Score -885305.9 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -885449.375000 Penalty: 4630.919922
	Iteration 4Q: 3 clusters Score -885449.4 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -885561.562500 Penalty: 4630.919922
	Iteration 5Q: 3 clusters Score -885561.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -885645.312500 Penalty: 4630.919922
	Iteration 6Q: 3 clusters Score -885645.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -885713.125000 Penalty: 4630.919922
	Iteration 7Q: 3 clusters Score -885713.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -885778.687500 Penalty: 4630.919922
	Iteration 8Q: 3 clusters Score -885778.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -885853.250000 Penalty: 4630.919922
	Iteration 9Q: 3 clusters Score -885853.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -885923.375000 Penalty: 4630.919922
	Iteration 10Q: 3 clusters Score -885923.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -885979.437500 Penalty: 4630.919922
	Iteration 11Q: 3 clusters Score -885979.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -886034.750000 Penalty: 4630.919922
	Iteration 12Q: 3 clusters Score -886034.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -886097.875000 Penalty: 4630.919922
	Iteration 13Q: 3 clusters Score -886097.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -886166.812500 Penalty: 4630.919922
	Iteration 14Q: 3 clusters Score -886166.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -886255.062500 Penalty: 4630.919922
	Iteration 15Q: 3 clusters Score -886255.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -886361.687500 Penalty: 4630.919922
	Iteration 16Q: 3 clusters Score -886361.7 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -886471.437500 Penalty: 4630.919922
	Iteration 17Q: 3 clusters Score -886471.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -886600.750000 Penalty: 4630.919922
	Iteration 18Q: 3 clusters Score -886600.8 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -886781.625000 Penalty: 4630.919922
	Iteration 19Q: 3 clusters Score -886781.6 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -887006.125000 Penalty: 4630.919922
	Iteration 20F: 3 clusters Score -887006.1 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -887343.687500 Penalty: 4630.919922
	Iteration 21Q: 3 clusters Score -887343.7 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -887833.812500 Penalty: 4630.919922
	Iteration 22Q: 3 clusters Score -887833.8 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -888425.687500 Penalty: 4630.919922
	Iteration 23Q: 3 clusters Score -888425.7 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -889161.562500 Penalty: 4630.919922
	Iteration 24F: 3 clusters Score -889161.6 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -889848.312500 Penalty: 4630.919922
	Iteration 25F: 3 clusters Score -889848.3 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -890292.562500 Penalty: 4630.919922
	Iteration 26Q: 3 clusters Score -890292.6 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -890579.375000 Penalty: 4630.919922
	Iteration 27Q: 3 clusters Score -890579.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -890763.562500 Penalty: 4630.919922
	Iteration 28Q: 3 clusters Score -890763.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -890866.125000 Penalty: 4630.919922
	Iteration 29Q: 3 clusters Score -890866.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -890918.875000 Penalty: 4630.919922
	Iteration 30Q: 3 clusters Score -890918.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -890968.687500 Penalty: 4630.919922
	Iteration 31Q: 3 clusters Score -890968.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -890993.625000 Penalty: 4630.919922
	Iteration 32Q: 3 clusters Score -890993.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -891008.687500 Penalty: 4630.919922
	Iteration 33Q: 3 clusters Score -891008.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -891018.687500 Penalty: 4630.919922
	Iteration 34Q: 3 clusters Score -891018.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -891022.187500 Penalty: 4630.919922
	Iteration 35Q: 3 clusters Score -891022.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -891025.187500 Penalty: 4630.919922
	Iteration 36Q: 3 clusters Score -891025.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -891030.000000 Penalty: 4630.919922
	Iteration 37Q: 3 clusters Score -891030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -891029.437500 Penalty: 4630.919922
	Iteration 38Q: 3 clusters Score -891029.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -891028.687500 Penalty: 4630.919922
	Iteration 39Q: 3 clusters Score -891028.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -891029.125000 Penalty: 4630.919922
	Iteration 40F: 3 clusters Score -891029.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -891028.875000 Penalty: 4630.919922
	Iteration 41Q: 3 clusters Score -891028.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -891029.312500 Penalty: 4630.919922
	Iteration 42Q: 3 clusters Score -891029.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -891029.250000 Penalty: 4630.919922
	Iteration 43Q: 3 clusters Score -891029.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -891029.187500 Penalty: 4630.919922
	Iteration 44Q: 3 clusters Score -891029.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -891029.062500 Penalty: 4630.919922
	Iteration 45Q: 3 clusters Score -891029.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -891030.625000 Penalty: 4630.919922
	Iteration 46Q: 3 clusters Score -891030.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -891030.625000 Penalty: 4630.919922
	Iteration 47F: 3 clusters Score -891030.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 5443 members 
Mstep: Class 3 contains 75174 members 
Mstep: Class 4 contains 1707 members 
Mstep: Class 5 contains 277558 members 
Mstep: Class 6 contains 2420 members 
Mstep: Class 7 contains 11552 members 
Mstep: Class 8 contains 36331 members 
Mstep: Class 9 contains 4957 members 
Mstep: Class 10 contains 24438 members 
Mstep: Class 11 contains 196028 members 
Mstep: Class 12 contains 48531 members 
Mstep: Class 13 contains 156525 members 
Mstep: Class 14 contains 306773 members 
Mstep: Class 15 contains 73539 members 
Mstep: Class 16 contains 45414 members 
Mstep: Class 17 contains 12721 members 
Mstep: Class 18 contains 17644 members 
Mstep: Class 19 contains 4934 members 
Mstep: Class 20 contains 11464 members 
Mstep: Class 21 contains 56501 members 
Mstep: Class 22 contains 22758 members 
Mstep: Class 23 contains 8349 members 
Mstep: Class 24 contains 4865 members 
Mstep: Class 25 contains 26021 members 
Mstep: Class 26 contains 16746 members 
Mstep: Class 27 contains 6388 members 
Entering Unmasked Estep 
Score: -111906184.000000 Penalty: 95056.843750
Splitting cluster 9 changes total score from -111880600.000000 to -111906184.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 11 (196028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196028 members 
Entering Unmasked Estep 
Score: -15590063.000000 Penalty: 3022.131348
	Iteration 0F: 2 clusters Score -1.559006e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98011 members 
Mstep: Class 2 contains 98017 members 
Entering Unmasked Estep 
Score: -15458667.000000 Penalty: 6044.262695
	Iteration 0F: 3 clusters Score -1.545867e+07 nChanged 94213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96408 members 
Mstep: Class 2 contains 99620 members 
Entering Unmasked Estep 
Score: -15513704.000000 Penalty: 6044.262695
	Iteration 1F: 3 clusters Score -1.55137e+07 nChanged 5722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95566 members 
Mstep: Class 2 contains 100462 members 
Entering Unmasked Estep 
Score: -15515098.000000 Penalty: 6044.262695
	Iteration 2Q: 3 clusters Score -1.55151e+07 nChanged 6256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94232 members 
Mstep: Class 2 contains 101796 members 
Entering Unmasked Estep 
Score: -15516840.000000 Penalty: 6044.262695
	Iteration 3Q: 3 clusters Score -1.551684e+07 nChanged 7152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92196 members 
Mstep: Class 2 contains 103832 members 
Entering Unmasked Estep 
Score: -15519403.000000 Penalty: 6044.262695
	Iteration 4Q: 3 clusters Score -1.55194e+07 nChanged 8642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89274 members 
Mstep: Class 2 contains 106754 members 
Entering Unmasked Estep 
Score: -15523121.000000 Penalty: 6044.262695
	Iteration 5Q: 3 clusters Score -1.552312e+07 nChanged 10291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85305 members 
Mstep: Class 2 contains 110723 members 
Entering Unmasked Estep 
Score: -15528607.000000 Penalty: 6044.262695
	Iteration 6F: 3 clusters Score -1.552861e+07 nChanged 11567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80546 members 
Mstep: Class 2 contains 115482 members 
Entering Unmasked Estep 
Score: -15536198.000000 Penalty: 6044.262695
	Iteration 7F: 3 clusters Score -1.55362e+07 nChanged 12398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75388 members 
Mstep: Class 2 contains 120640 members 
Entering Unmasked Estep 
Score: -15545700.000000 Penalty: 6044.262695
	Iteration 8F: 3 clusters Score -1.55457e+07 nChanged 12269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70893 members 
Mstep: Class 2 contains 125135 members 
Entering Unmasked Estep 
Score: -15556327.000000 Penalty: 6044.262695
	Iteration 9F: 3 clusters Score -1.555633e+07 nChanged 10990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67997 members 
Mstep: Class 2 contains 128031 members 
Entering Unmasked Estep 
Score: -15564692.000000 Penalty: 6044.262695
	Iteration 10F: 3 clusters Score -1.556469e+07 nChanged 7984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66299 members 
Mstep: Class 2 contains 129729 members 
Entering Unmasked Estep 
Score: -15569118.000000 Penalty: 6044.262695
	Iteration 11Q: 3 clusters Score -1.556912e+07 nChanged 5151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64978 members 
Mstep: Class 2 contains 131050 members 
Entering Unmasked Estep 
Score: -15571328.000000 Penalty: 6044.262695
	Iteration 12Q: 3 clusters Score -1.557133e+07 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63902 members 
Mstep: Class 2 contains 132126 members 
Entering Unmasked Estep 
Score: -15572808.000000 Penalty: 6044.262695
	Iteration 13Q: 3 clusters Score -1.557281e+07 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62973 members 
Mstep: Class 2 contains 133055 members 
Entering Unmasked Estep 
Score: -15574151.000000 Penalty: 6044.262695
	Iteration 14Q: 3 clusters Score -1.557415e+07 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62220 members 
Mstep: Class 2 contains 133808 members 
Entering Unmasked Estep 
Score: -15575329.000000 Penalty: 6044.262695
	Iteration 15Q: 3 clusters Score -1.557533e+07 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61668 members 
Mstep: Class 2 contains 134360 members 
Entering Unmasked Estep 
Score: -15576208.000000 Penalty: 6044.262695
	Iteration 16Q: 3 clusters Score -1.557621e+07 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61318 members 
Mstep: Class 2 contains 134710 members 
Entering Unmasked Estep 
Score: -15576923.000000 Penalty: 6044.262695
	Iteration 17Q: 3 clusters Score -1.557692e+07 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61052 members 
Mstep: Class 2 contains 134976 members 
Entering Unmasked Estep 
Score: -15577405.000000 Penalty: 6044.262695
	Iteration 18Q: 3 clusters Score -1.55774e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60834 members 
Mstep: Class 2 contains 135194 members 
Entering Unmasked Estep 
Score: -15577921.000000 Penalty: 6044.262695
	Iteration 19Q: 3 clusters Score -1.557792e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60703 members 
Mstep: Class 2 contains 135325 members 
Entering Unmasked Estep 
Score: -15578367.000000 Penalty: 6044.262695
	Iteration 20F: 3 clusters Score -1.557837e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60546 members 
Mstep: Class 2 contains 135482 members 
Entering Unmasked Estep 
Score: -15578693.000000 Penalty: 6044.262695
	Iteration 21Q: 3 clusters Score -1.557869e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60444 members 
Mstep: Class 2 contains 135584 members 
Entering Unmasked Estep 
Score: -15578839.000000 Penalty: 6044.262695
	Iteration 22Q: 3 clusters Score -1.557884e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60308 members 
Mstep: Class 2 contains 135720 members 
Entering Unmasked Estep 
Score: -15579113.000000 Penalty: 6044.262695
	Iteration 23Q: 3 clusters Score -1.557911e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60151 members 
Mstep: Class 2 contains 135877 members 
Entering Unmasked Estep 
Score: -15579344.000000 Penalty: 6044.262695
	Iteration 24Q: 3 clusters Score -1.557934e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60009 members 
Mstep: Class 2 contains 136019 members 
Entering Unmasked Estep 
Score: -15579485.000000 Penalty: 6044.262695
	Iteration 25Q: 3 clusters Score -1.557948e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59898 members 
Mstep: Class 2 contains 136130 members 
Entering Unmasked Estep 
Score: -15579592.000000 Penalty: 6044.262695
	Iteration 26Q: 3 clusters Score -1.557959e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59765 members 
Mstep: Class 2 contains 136263 members 
Entering Unmasked Estep 
Score: -15579682.000000 Penalty: 6044.262695
	Iteration 27Q: 3 clusters Score -1.557968e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59612 members 
Mstep: Class 2 contains 136416 members 
Entering Unmasked Estep 
Score: -15579785.000000 Penalty: 6044.262695
	Iteration 28Q: 3 clusters Score -1.557978e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59449 members 
Mstep: Class 2 contains 136579 members 
Entering Unmasked Estep 
Score: -15579784.000000 Penalty: 6044.262695
	Iteration 29Q: 3 clusters Score -1.557978e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59253 members 
Mstep: Class 2 contains 136775 members 
Entering Unmasked Estep 
Score: -15579735.000000 Penalty: 6044.262695
	Iteration 30Q: 3 clusters Score -1.557974e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59020 members 
Mstep: Class 2 contains 137008 members 
Entering Unmasked Estep 
Score: -15579789.000000 Penalty: 6044.262695
	Iteration 31Q: 3 clusters Score -1.557979e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58777 members 
Mstep: Class 2 contains 137251 members 
Entering Unmasked Estep 
Score: -15579832.000000 Penalty: 6044.262695
	Iteration 32Q: 3 clusters Score -1.557983e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58540 members 
Mstep: Class 2 contains 137488 members 
Entering Unmasked Estep 
Score: -15579795.000000 Penalty: 6044.262695
	Iteration 33Q: 3 clusters Score -1.55798e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58342 members 
Mstep: Class 2 contains 137686 members 
Entering Unmasked Estep 
Score: -15579838.000000 Penalty: 6044.262695
	Iteration 34Q: 3 clusters Score -1.557984e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58124 members 
Mstep: Class 2 contains 137904 members 
Entering Unmasked Estep 
Score: -15579809.000000 Penalty: 6044.262695
	Iteration 35Q: 3 clusters Score -1.557981e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57885 members 
Mstep: Class 2 contains 138143 members 
Entering Unmasked Estep 
Score: -15579797.000000 Penalty: 6044.262695
	Iteration 36Q: 3 clusters Score -1.55798e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57648 members 
Mstep: Class 2 contains 138380 members 
Entering Unmasked Estep 
Score: -15579799.000000 Penalty: 6044.262695
	Iteration 37Q: 3 clusters Score -1.55798e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57411 members 
Mstep: Class 2 contains 138617 members 
Entering Unmasked Estep 
Score: -15579792.000000 Penalty: 6044.262695
	Iteration 38Q: 3 clusters Score -1.557979e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57182 members 
Mstep: Class 2 contains 138846 members 
Entering Unmasked Estep 
Score: -15579812.000000 Penalty: 6044.262695
	Iteration 39Q: 3 clusters Score -1.557981e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56980 members 
Mstep: Class 2 contains 139048 members 
Entering Unmasked Estep 
Score: -15579795.000000 Penalty: 6044.262695
	Iteration 40F: 3 clusters Score -1.55798e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56790 members 
Mstep: Class 2 contains 139238 members 
Entering Unmasked Estep 
Score: -15579808.000000 Penalty: 6044.262695
	Iteration 41Q: 3 clusters Score -1.557981e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56617 members 
Mstep: Class 2 contains 139411 members 
Entering Unmasked Estep 
Score: -15579811.000000 Penalty: 6044.262695
	Iteration 42Q: 3 clusters Score -1.557981e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56429 members 
Mstep: Class 2 contains 139599 members 
Entering Unmasked Estep 
Score: -15579792.000000 Penalty: 6044.262695
	Iteration 43Q: 3 clusters Score -1.557979e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56233 members 
Mstep: Class 2 contains 139795 members 
Entering Unmasked Estep 
Score: -15579843.000000 Penalty: 6044.262695
	Iteration 44Q: 3 clusters Score -1.557984e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56040 members 
Mstep: Class 2 contains 139988 members 
Entering Unmasked Estep 
Score: -15579826.000000 Penalty: 6044.262695
	Iteration 45Q: 3 clusters Score -1.557983e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55861 members 
Mstep: Class 2 contains 140167 members 
Entering Unmasked Estep 
Score: -15579797.000000 Penalty: 6044.262695
	Iteration 46Q: 3 clusters Score -1.55798e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55688 members 
Mstep: Class 2 contains 140340 members 
Entering Unmasked Estep 
Score: -15579799.000000 Penalty: 6044.262695
	Iteration 47Q: 3 clusters Score -1.55798e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55514 members 
Mstep: Class 2 contains 140514 members 
Entering Unmasked Estep 
Score: -15579805.000000 Penalty: 6044.262695
	Iteration 48Q: 3 clusters Score -1.55798e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55334 members 
Mstep: Class 2 contains 140694 members 
Entering Unmasked Estep 
Score: -15579834.000000 Penalty: 6044.262695
	Iteration 49Q: 3 clusters Score -1.557983e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55154 members 
Mstep: Class 2 contains 140874 members 
Entering Unmasked Estep 
Score: -15579822.000000 Penalty: 6044.262695
	Iteration 50Q: 3 clusters Score -1.557982e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54980 members 
Mstep: Class 2 contains 141048 members 
Entering Unmasked Estep 
Score: -15579811.000000 Penalty: 6044.262695
	Iteration 51Q: 3 clusters Score -1.557981e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54802 members 
Mstep: Class 2 contains 141226 members 
Entering Unmasked Estep 
Score: -15579824.000000 Penalty: 6044.262695
	Iteration 52Q: 3 clusters Score -1.557982e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54604 members 
Mstep: Class 2 contains 141424 members 
Entering Unmasked Estep 
Score: -15579827.000000 Penalty: 6044.262695
	Iteration 53Q: 3 clusters Score -1.557983e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54398 members 
Mstep: Class 2 contains 141630 members 
Entering Unmasked Estep 
Score: -15579846.000000 Penalty: 6044.262695
	Iteration 54Q: 3 clusters Score -1.557985e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54191 members 
Mstep: Class 2 contains 141837 members 
Entering Unmasked Estep 
Score: -15579854.000000 Penalty: 6044.262695
	Iteration 55Q: 3 clusters Score -1.557985e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53983 members 
Mstep: Class 2 contains 142045 members 
Entering Unmasked Estep 
Score: -15579860.000000 Penalty: 6044.262695
	Iteration 56Q: 3 clusters Score -1.557986e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53786 members 
Mstep: Class 2 contains 142242 members 
Entering Unmasked Estep 
Score: -15579879.000000 Penalty: 6044.262695
	Iteration 57Q: 3 clusters Score -1.557988e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53597 members 
Mstep: Class 2 contains 142431 members 
Entering Unmasked Estep 
Score: -15579890.000000 Penalty: 6044.262695
	Iteration 58Q: 3 clusters Score -1.557989e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53396 members 
Mstep: Class 2 contains 142632 members 
Entering Unmasked Estep 
Score: -15579896.000000 Penalty: 6044.262695
	Iteration 59Q: 3 clusters Score -1.55799e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53201 members 
Mstep: Class 2 contains 142827 members 
Entering Unmasked Estep 
Score: -15579869.000000 Penalty: 6044.262695
	Iteration 60F: 3 clusters Score -1.557987e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53007 members 
Mstep: Class 2 contains 143021 members 
Entering Unmasked Estep 
Score: -15579861.000000 Penalty: 6044.262695
	Iteration 61Q: 3 clusters Score -1.557986e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52796 members 
Mstep: Class 2 contains 143232 members 
Entering Unmasked Estep 
Score: -15579853.000000 Penalty: 6044.262695
	Iteration 62Q: 3 clusters Score -1.557985e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52614 members 
Mstep: Class 2 contains 143414 members 
Entering Unmasked Estep 
Score: -15579872.000000 Penalty: 6044.262695
	Iteration 63Q: 3 clusters Score -1.557987e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52427 members 
Mstep: Class 2 contains 143601 members 
Entering Unmasked Estep 
Score: -15579880.000000 Penalty: 6044.262695
	Iteration 64Q: 3 clusters Score -1.557988e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52224 members 
Mstep: Class 2 contains 143804 members 
Entering Unmasked Estep 
Score: -15579883.000000 Penalty: 6044.262695
	Iteration 65Q: 3 clusters Score -1.557988e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52027 members 
Mstep: Class 2 contains 144001 members 
Entering Unmasked Estep 
Score: -15579888.000000 Penalty: 6044.262695
	Iteration 66Q: 3 clusters Score -1.557989e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51843 members 
Mstep: Class 2 contains 144185 members 
Entering Unmasked Estep 
Score: -15579867.000000 Penalty: 6044.262695
	Iteration 67Q: 3 clusters Score -1.557987e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51668 members 
Mstep: Class 2 contains 144360 members 
Entering Unmasked Estep 
Score: -15579872.000000 Penalty: 6044.262695
	Iteration 68Q: 3 clusters Score -1.557987e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51502 members 
Mstep: Class 2 contains 144526 members 
Entering Unmasked Estep 
Score: -15579888.000000 Penalty: 6044.262695
	Iteration 69Q: 3 clusters Score -1.557989e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51343 members 
Mstep: Class 2 contains 144685 members 
Entering Unmasked Estep 
Score: -15579884.000000 Penalty: 6044.262695
	Iteration 70Q: 3 clusters Score -1.557988e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51181 members 
Mstep: Class 2 contains 144847 members 
Entering Unmasked Estep 
Score: -15579899.000000 Penalty: 6044.262695
	Iteration 71Q: 3 clusters Score -1.55799e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51013 members 
Mstep: Class 2 contains 145015 members 
Entering Unmasked Estep 
Score: -15579907.000000 Penalty: 6044.262695
	Iteration 72Q: 3 clusters Score -1.557991e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50840 members 
Mstep: Class 2 contains 145188 members 
Entering Unmasked Estep 
Score: -15579893.000000 Penalty: 6044.262695
	Iteration 73Q: 3 clusters Score -1.557989e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50670 members 
Mstep: Class 2 contains 145358 members 
Entering Unmasked Estep 
Score: -15579913.000000 Penalty: 6044.262695
	Iteration 74Q: 3 clusters Score -1.557991e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50510 members 
Mstep: Class 2 contains 145518 members 
Entering Unmasked Estep 
Score: -15579924.000000 Penalty: 6044.262695
	Iteration 75Q: 3 clusters Score -1.557992e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50354 members 
Mstep: Class 2 contains 145674 members 
Entering Unmasked Estep 
Score: -15579983.000000 Penalty: 6044.262695
	Iteration 76Q: 3 clusters Score -1.557998e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50189 members 
Mstep: Class 2 contains 145839 members 
Entering Unmasked Estep 
Score: -15579982.000000 Penalty: 6044.262695
	Iteration 77Q: 3 clusters Score -1.557998e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50032 members 
Mstep: Class 2 contains 145996 members 
Entering Unmasked Estep 
Score: -15580007.000000 Penalty: 6044.262695
	Iteration 78Q: 3 clusters Score -1.558001e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49869 members 
Mstep: Class 2 contains 146159 members 
Entering Unmasked Estep 
Score: -15580016.000000 Penalty: 6044.262695
	Iteration 79Q: 3 clusters Score -1.558002e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49703 members 
Mstep: Class 2 contains 146325 members 
Entering Unmasked Estep 
Score: -15579999.000000 Penalty: 6044.262695
	Iteration 80F: 3 clusters Score -1.558e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49536 members 
Mstep: Class 2 contains 146492 members 
Entering Unmasked Estep 
Score: -15579979.000000 Penalty: 6044.262695
	Iteration 81Q: 3 clusters Score -1.557998e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49362 members 
Mstep: Class 2 contains 146666 members 
Entering Unmasked Estep 
Score: -15579957.000000 Penalty: 6044.262695
	Iteration 82Q: 3 clusters Score -1.557996e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49207 members 
Mstep: Class 2 contains 146821 members 
Entering Unmasked Estep 
Score: -15579963.000000 Penalty: 6044.262695
	Iteration 83Q: 3 clusters Score -1.557996e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49040 members 
Mstep: Class 2 contains 146988 members 
Entering Unmasked Estep 
Score: -15579965.000000 Penalty: 6044.262695
	Iteration 84Q: 3 clusters Score -1.557996e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48875 members 
Mstep: Class 2 contains 147153 members 
Entering Unmasked Estep 
Score: -15579978.000000 Penalty: 6044.262695
	Iteration 85Q: 3 clusters Score -1.557998e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48724 members 
Mstep: Class 2 contains 147304 members 
Entering Unmasked Estep 
Score: -15579983.000000 Penalty: 6044.262695
	Iteration 86Q: 3 clusters Score -1.557998e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48581 members 
Mstep: Class 2 contains 147447 members 
Entering Unmasked Estep 
Score: -15580000.000000 Penalty: 6044.262695
	Iteration 87Q: 3 clusters Score -1.558e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48458 members 
Mstep: Class 2 contains 147570 members 
Entering Unmasked Estep 
Score: -15579970.000000 Penalty: 6044.262695
	Iteration 88Q: 3 clusters Score -1.557997e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48334 members 
Mstep: Class 2 contains 147694 members 
Entering Unmasked Estep 
Score: -15579971.000000 Penalty: 6044.262695
	Iteration 89Q: 3 clusters Score -1.557997e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48219 members 
Mstep: Class 2 contains 147809 members 
Entering Unmasked Estep 
Score: -15579988.000000 Penalty: 6044.262695
	Iteration 90Q: 3 clusters Score -1.557999e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48086 members 
Mstep: Class 2 contains 147942 members 
Entering Unmasked Estep 
Score: -15580033.000000 Penalty: 6044.262695
	Iteration 91Q: 3 clusters Score -1.558003e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47921 members 
Mstep: Class 2 contains 148107 members 
Entering Unmasked Estep 
Score: -15580017.000000 Penalty: 6044.262695
	Iteration 92Q: 3 clusters Score -1.558002e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47752 members 
Mstep: Class 2 contains 148276 members 
Entering Unmasked Estep 
Score: -15579996.000000 Penalty: 6044.262695
	Iteration 93Q: 3 clusters Score -1.558e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47568 members 
Mstep: Class 2 contains 148460 members 
Entering Unmasked Estep 
Score: -15580026.000000 Penalty: 6044.262695
	Iteration 94Q: 3 clusters Score -1.558003e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47386 members 
Mstep: Class 2 contains 148642 members 
Entering Unmasked Estep 
Score: -15580027.000000 Penalty: 6044.262695
	Iteration 95Q: 3 clusters Score -1.558003e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47183 members 
Mstep: Class 2 contains 148845 members 
Entering Unmasked Estep 
Score: -15580017.000000 Penalty: 6044.262695
	Iteration 96Q: 3 clusters Score -1.558002e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47006 members 
Mstep: Class 2 contains 149022 members 
Entering Unmasked Estep 
Score: -15580019.000000 Penalty: 6044.262695
	Iteration 97Q: 3 clusters Score -1.558002e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46845 members 
Mstep: Class 2 contains 149183 members 
Entering Unmasked Estep 
Score: -15580028.000000 Penalty: 6044.262695
	Iteration 98Q: 3 clusters Score -1.558003e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46679 members 
Mstep: Class 2 contains 149349 members 
Entering Unmasked Estep 
Score: -15580021.000000 Penalty: 6044.262695
	Iteration 99Q: 3 clusters Score -1.558002e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46516 members 
Mstep: Class 2 contains 149512 members 
Entering Unmasked Estep 
Score: -15580050.000000 Penalty: 6044.262695
	Iteration 100F: 3 clusters Score -1.558005e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46351 members 
Mstep: Class 2 contains 149677 members 
Entering Unmasked Estep 
Score: -15580060.000000 Penalty: 6044.262695
	Iteration 101Q: 3 clusters Score -1.558006e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46187 members 
Mstep: Class 2 contains 149841 members 
Entering Unmasked Estep 
Score: -15580082.000000 Penalty: 6044.262695
	Iteration 102Q: 3 clusters Score -1.558008e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46037 members 
Mstep: Class 2 contains 149991 members 
Entering Unmasked Estep 
Score: -15580081.000000 Penalty: 6044.262695
	Iteration 103Q: 3 clusters Score -1.558008e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45900 members 
Mstep: Class 2 contains 150128 members 
Entering Unmasked Estep 
Score: -15580104.000000 Penalty: 6044.262695
	Iteration 104Q: 3 clusters Score -1.55801e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45739 members 
Mstep: Class 2 contains 150289 members 
Entering Unmasked Estep 
Score: -15580103.000000 Penalty: 6044.262695
	Iteration 105Q: 3 clusters Score -1.55801e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45570 members 
Mstep: Class 2 contains 150458 members 
Entering Unmasked Estep 
Score: -15580100.000000 Penalty: 6044.262695
	Iteration 106Q: 3 clusters Score -1.55801e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45389 members 
Mstep: Class 2 contains 150639 members 
Entering Unmasked Estep 
Score: -15580101.000000 Penalty: 6044.262695
	Iteration 107Q: 3 clusters Score -1.55801e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45202 members 
Mstep: Class 2 contains 150826 members 
Entering Unmasked Estep 
Score: -15580059.000000 Penalty: 6044.262695
	Iteration 108Q: 3 clusters Score -1.558006e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45025 members 
Mstep: Class 2 contains 151003 members 
Entering Unmasked Estep 
Score: -15580107.000000 Penalty: 6044.262695
	Iteration 109Q: 3 clusters Score -1.558011e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44849 members 
Mstep: Class 2 contains 151179 members 
Entering Unmasked Estep 
Score: -15580128.000000 Penalty: 6044.262695
	Iteration 110Q: 3 clusters Score -1.558013e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44682 members 
Mstep: Class 2 contains 151346 members 
Entering Unmasked Estep 
Score: -15580127.000000 Penalty: 6044.262695
	Iteration 111Q: 3 clusters Score -1.558013e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44497 members 
Mstep: Class 2 contains 151531 members 
Entering Unmasked Estep 
Score: -15580103.000000 Penalty: 6044.262695
	Iteration 112Q: 3 clusters Score -1.55801e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44311 members 
Mstep: Class 2 contains 151717 members 
Entering Unmasked Estep 
Score: -15580122.000000 Penalty: 6044.262695
	Iteration 113Q: 3 clusters Score -1.558012e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44107 members 
Mstep: Class 2 contains 151921 members 
Entering Unmasked Estep 
Score: -15580145.000000 Penalty: 6044.262695
	Iteration 114Q: 3 clusters Score -1.558014e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43901 members 
Mstep: Class 2 contains 152127 members 
Entering Unmasked Estep 
Score: -15580144.000000 Penalty: 6044.262695
	Iteration 115Q: 3 clusters Score -1.558014e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43693 members 
Mstep: Class 2 contains 152335 members 
Entering Unmasked Estep 
Score: -15580115.000000 Penalty: 6044.262695
	Iteration 116Q: 3 clusters Score -1.558012e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43442 members 
Mstep: Class 2 contains 152586 members 
Entering Unmasked Estep 
Score: -15580161.000000 Penalty: 6044.262695
	Iteration 117Q: 3 clusters Score -1.558016e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43187 members 
Mstep: Class 2 contains 152841 members 
Entering Unmasked Estep 
Score: -15580189.000000 Penalty: 6044.262695
	Iteration 118Q: 3 clusters Score -1.558019e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42898 members 
Mstep: Class 2 contains 153130 members 
Entering Unmasked Estep 
Score: -15580187.000000 Penalty: 6044.262695
	Iteration 119Q: 3 clusters Score -1.558019e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42601 members 
Mstep: Class 2 contains 153427 members 
Entering Unmasked Estep 
Score: -15580209.000000 Penalty: 6044.262695
	Iteration 120F: 3 clusters Score -1.558021e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42291 members 
Mstep: Class 2 contains 153737 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1.55802e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42013 members 
Mstep: Class 2 contains 154015 members 
Entering Unmasked Estep 
Score: -15580218.000000 Penalty: 6044.262695
	Iteration 122Q: 3 clusters Score -1.558022e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41713 members 
Mstep: Class 2 contains 154315 members 
Entering Unmasked Estep 
Score: -15580275.000000 Penalty: 6044.262695
	Iteration 123Q: 3 clusters Score -1.558028e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41406 members 
Mstep: Class 2 contains 154622 members 
Entering Unmasked Estep 
Score: -15580253.000000 Penalty: 6044.262695
	Iteration 124Q: 3 clusters Score -1.558025e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41074 members 
Mstep: Class 2 contains 154954 members 
Entering Unmasked Estep 
Score: -15580279.000000 Penalty: 6044.262695
	Iteration 125Q: 3 clusters Score -1.558028e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40713 members 
Mstep: Class 2 contains 155315 members 
Entering Unmasked Estep 
Score: -15580324.000000 Penalty: 6044.262695
	Iteration 126Q: 3 clusters Score -1.558032e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40367 members 
Mstep: Class 2 contains 155661 members 
Entering Unmasked Estep 
Score: -15580363.000000 Penalty: 6044.262695
	Iteration 127Q: 3 clusters Score -1.558036e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40024 members 
Mstep: Class 2 contains 156004 members 
Entering Unmasked Estep 
Score: -15580421.000000 Penalty: 6044.262695
	Iteration 128Q: 3 clusters Score -1.558042e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39654 members 
Mstep: Class 2 contains 156374 members 
Entering Unmasked Estep 
Score: -15580423.000000 Penalty: 6044.262695
	Iteration 129Q: 3 clusters Score -1.558042e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39245 members 
Mstep: Class 2 contains 156783 members 
Entering Unmasked Estep 
Score: -15580454.000000 Penalty: 6044.262695
	Iteration 130Q: 3 clusters Score -1.558045e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38819 members 
Mstep: Class 2 contains 157209 members 
Entering Unmasked Estep 
Score: -15580502.000000 Penalty: 6044.262695
	Iteration 131Q: 3 clusters Score -1.55805e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38375 members 
Mstep: Class 2 contains 157653 members 
Entering Unmasked Estep 
Score: -15580577.000000 Penalty: 6044.262695
	Iteration 132Q: 3 clusters Score -1.558058e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37882 members 
Mstep: Class 2 contains 158146 members 
Entering Unmasked Estep 
Score: -15580589.000000 Penalty: 6044.262695
	Iteration 133Q: 3 clusters Score -1.558059e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37366 members 
Mstep: Class 2 contains 158662 members 
Entering Unmasked Estep 
Score: -15580598.000000 Penalty: 6044.262695
	Iteration 134Q: 3 clusters Score -1.55806e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36825 members 
Mstep: Class 2 contains 159203 members 
Entering Unmasked Estep 
Score: -15580644.000000 Penalty: 6044.262695
	Iteration 135Q: 3 clusters Score -1.558064e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36263 members 
Mstep: Class 2 contains 159765 members 
Entering Unmasked Estep 
Score: -15580734.000000 Penalty: 6044.262695
	Iteration 136Q: 3 clusters Score -1.558073e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35721 members 
Mstep: Class 2 contains 160307 members 
Entering Unmasked Estep 
Score: -15580712.000000 Penalty: 6044.262695
	Iteration 137Q: 3 clusters Score -1.558071e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35241 members 
Mstep: Class 2 contains 160787 members 
Entering Unmasked Estep 
Score: -15580723.000000 Penalty: 6044.262695
	Iteration 138Q: 3 clusters Score -1.558072e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34748 members 
Mstep: Class 2 contains 161280 members 
Entering Unmasked Estep 
Score: -15580717.000000 Penalty: 6044.262695
	Iteration 139Q: 3 clusters Score -1.558072e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34249 members 
Mstep: Class 2 contains 161779 members 
Entering Unmasked Estep 
Score: -15580791.000000 Penalty: 6044.262695
	Iteration 140F: 3 clusters Score -1.558079e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33705 members 
Mstep: Class 2 contains 162323 members 
Entering Unmasked Estep 
Score: -15580818.000000 Penalty: 6044.262695
	Iteration 141Q: 3 clusters Score -1.558082e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33170 members 
Mstep: Class 2 contains 162858 members 
Entering Unmasked Estep 
Score: -15580888.000000 Penalty: 6044.262695
	Iteration 142Q: 3 clusters Score -1.558089e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32644 members 
Mstep: Class 2 contains 163384 members 
Entering Unmasked Estep 
Score: -15581021.000000 Penalty: 6044.262695
	Iteration 143Q: 3 clusters Score -1.558102e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32121 members 
Mstep: Class 2 contains 163907 members 
Entering Unmasked Estep 
Score: -15581013.000000 Penalty: 6044.262695
	Iteration 144Q: 3 clusters Score -1.558101e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31558 members 
Mstep: Class 2 contains 164470 members 
Entering Unmasked Estep 
Score: -15581018.000000 Penalty: 6044.262695
	Iteration 145Q: 3 clusters Score -1.558102e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30981 members 
Mstep: Class 2 contains 165047 members 
Entering Unmasked Estep 
Score: -15581069.000000 Penalty: 6044.262695
	Iteration 146Q: 3 clusters Score -1.558107e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30406 members 
Mstep: Class 2 contains 165622 members 
Entering Unmasked Estep 
Score: -15581132.000000 Penalty: 6044.262695
	Iteration 147Q: 3 clusters Score -1.558113e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29770 members 
Mstep: Class 2 contains 166258 members 
Entering Unmasked Estep 
Score: -15581146.000000 Penalty: 6044.262695
	Iteration 148Q: 3 clusters Score -1.558115e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29126 members 
Mstep: Class 2 contains 166902 members 
Entering Unmasked Estep 
Score: -15581226.000000 Penalty: 6044.262695
	Iteration 149Q: 3 clusters Score -1.558123e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28420 members 
Mstep: Class 2 contains 167608 members 
Entering Unmasked Estep 
Score: -15581283.000000 Penalty: 6044.262695
	Iteration 150Q: 3 clusters Score -1.558128e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 168340 members 
Entering Unmasked Estep 
Score: -15581464.000000 Penalty: 6044.262695
	Iteration 151Q: 3 clusters Score -1.558146e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26904 members 
Mstep: Class 2 contains 169124 members 
Entering Unmasked Estep 
Score: -15581544.000000 Penalty: 6044.262695
	Iteration 152Q: 3 clusters Score -1.558154e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26110 members 
Mstep: Class 2 contains 169918 members 
Entering Unmasked Estep 
Score: -15581685.000000 Penalty: 6044.262695
	Iteration 153Q: 3 clusters Score -1.558168e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25277 members 
Mstep: Class 2 contains 170751 members 
Entering Unmasked Estep 
Score: -15581871.000000 Penalty: 6044.262695
	Iteration 154Q: 3 clusters Score -1.558187e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24418 members 
Mstep: Class 2 contains 171610 members 
Entering Unmasked Estep 
Score: -15582010.000000 Penalty: 6044.262695
	Iteration 155Q: 3 clusters Score -1.558201e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23550 members 
Mstep: Class 2 contains 172478 members 
Entering Unmasked Estep 
Score: -15582182.000000 Penalty: 6044.262695
	Iteration 156Q: 3 clusters Score -1.558218e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22612 members 
Mstep: Class 2 contains 173416 members 
Entering Unmasked Estep 
Score: -15582416.000000 Penalty: 6044.262695
	Iteration 157Q: 3 clusters Score -1.558242e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21657 members 
Mstep: Class 2 contains 174371 members 
Entering Unmasked Estep 
Score: -15582602.000000 Penalty: 6044.262695
	Iteration 158Q: 3 clusters Score -1.55826e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20736 members 
Mstep: Class 2 contains 175292 members 
Entering Unmasked Estep 
Score: -15582631.000000 Penalty: 6044.262695
	Iteration 159Q: 3 clusters Score -1.558263e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19830 members 
Mstep: Class 2 contains 176198 members 
Entering Unmasked Estep 
Score: -15582758.000000 Penalty: 6044.262695
	Iteration 160F: 3 clusters Score -1.558276e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18925 members 
Mstep: Class 2 contains 177103 members 
Entering Unmasked Estep 
Score: -15582870.000000 Penalty: 6044.262695
	Iteration 161Q: 3 clusters Score -1.558287e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17998 members 
Mstep: Class 2 contains 178030 members 
Entering Unmasked Estep 
Score: -15583047.000000 Penalty: 6044.262695
	Iteration 162Q: 3 clusters Score -1.558305e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17081 members 
Mstep: Class 2 contains 178947 members 
Entering Unmasked Estep 
Score: -15583197.000000 Penalty: 6044.262695
	Iteration 163Q: 3 clusters Score -1.55832e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 179883 members 
Entering Unmasked Estep 
Score: -15583354.000000 Penalty: 6044.262695
	Iteration 164Q: 3 clusters Score -1.558335e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 180858 members 
Entering Unmasked Estep 
Score: -15583572.000000 Penalty: 6044.262695
	Iteration 165Q: 3 clusters Score -1.558357e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 181901 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -1.558379e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 182943 members 
Entering Unmasked Estep 
Score: -15584042.000000 Penalty: 6044.262695
	Iteration 167Q: 3 clusters Score -1.558404e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 183956 members 
Entering Unmasked Estep 
Score: -15584292.000000 Penalty: 6044.262695
	Iteration 168Q: 3 clusters Score -1.558429e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 184920 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -1.558457e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 185868 members 
Entering Unmasked Estep 
Score: -15584885.000000 Penalty: 6044.262695
	Iteration 170Q: 3 clusters Score -1.558488e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 186803 members 
Entering Unmasked Estep 
Score: -15585196.000000 Penalty: 6044.262695
	Iteration 171Q: 3 clusters Score -1.55852e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 187710 members 
Entering Unmasked Estep 
Score: -15585475.000000 Penalty: 6044.262695
	Iteration 172Q: 3 clusters Score -1.558548e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 188570 members 
Entering Unmasked Estep 
Score: -15585755.000000 Penalty: 6044.262695
	Iteration 173Q: 3 clusters Score -1.558576e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 189370 members 
Entering Unmasked Estep 
Score: -15586003.000000 Penalty: 6044.262695
	Iteration 174Q: 3 clusters Score -1.5586e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 190091 members 
Entering Unmasked Estep 
Score: -15586318.000000 Penalty: 6044.262695
	Iteration 175Q: 3 clusters Score -1.558632e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 190732 members 
Entering Unmasked Estep 
Score: -15586501.000000 Penalty: 6044.262695
	Iteration 176Q: 3 clusters Score -1.55865e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 191284 members 
Entering Unmasked Estep 
Score: -15586683.000000 Penalty: 6044.262695
	Iteration 177Q: 3 clusters Score -1.558668e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 191769 members 
Entering Unmasked Estep 
Score: -15586893.000000 Penalty: 6044.262695
	Iteration 178Q: 3 clusters Score -1.558689e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 192141 members 
Entering Unmasked Estep 
Score: -15587013.000000 Penalty: 6044.262695
	Iteration 179Q: 3 clusters Score -1.558701e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 192474 members 
Entering Unmasked Estep 
Score: -15587120.000000 Penalty: 6044.262695
	Iteration 180F: 3 clusters Score -1.558712e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 192728 members 
Entering Unmasked Estep 
Score: -15587206.000000 Penalty: 6044.262695
	Iteration 181Q: 3 clusters Score -1.558721e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 192953 members 
Entering Unmasked Estep 
Score: -15587297.000000 Penalty: 6044.262695
	Iteration 182Q: 3 clusters Score -1.55873e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 193123 members 
Entering Unmasked Estep 
Score: -15587327.000000 Penalty: 6044.262695
	Iteration 183Q: 3 clusters Score -1.558733e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 193270 members 
Entering Unmasked Estep 
Score: -15587378.000000 Penalty: 6044.262695
	Iteration 184Q: 3 clusters Score -1.558738e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 193389 members 
Entering Unmasked Estep 
Score: -15587449.000000 Penalty: 6044.262695
	Iteration 185Q: 3 clusters Score -1.558745e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 193492 members 
Entering Unmasked Estep 
Score: -15587494.000000 Penalty: 6044.262695
	Iteration 186Q: 3 clusters Score -1.558749e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 193569 members 
Entering Unmasked Estep 
Score: -15587539.000000 Penalty: 6044.262695
	Iteration 187Q: 3 clusters Score -1.558754e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 193646 members 
Entering Unmasked Estep 
Score: -15587556.000000 Penalty: 6044.262695
	Iteration 188Q: 3 clusters Score -1.558756e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 193702 members 
Entering Unmasked Estep 
Score: -15587564.000000 Penalty: 6044.262695
	Iteration 189Q: 3 clusters Score -1.558756e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 193755 members 
Entering Unmasked Estep 
Score: -15587573.000000 Penalty: 6044.262695
	Iteration 190Q: 3 clusters Score -1.558757e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 193792 members 
Entering Unmasked Estep 
Score: -15587553.000000 Penalty: 6044.262695
	Iteration 191Q: 3 clusters Score -1.558755e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 193814 members 
Entering Unmasked Estep 
Score: -15587589.000000 Penalty: 6044.262695
	Iteration 192Q: 3 clusters Score -1.558759e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 193841 members 
Entering Unmasked Estep 
Score: -15587589.000000 Penalty: 6044.262695
	Iteration 193Q: 3 clusters Score -1.558759e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 193870 members 
Entering Unmasked Estep 
Score: -15587628.000000 Penalty: 6044.262695
	Iteration 194Q: 3 clusters Score -1.558763e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 193904 members 
Entering Unmasked Estep 
Score: -15587635.000000 Penalty: 6044.262695
	Iteration 195Q: 3 clusters Score -1.558764e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 193931 members 
Entering Unmasked Estep 
Score: -15587634.000000 Penalty: 6044.262695
	Iteration 196Q: 3 clusters Score -1.558763e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 193949 members 
Entering Unmasked Estep 
Score: -15587631.000000 Penalty: 6044.262695
	Iteration 197Q: 3 clusters Score -1.558763e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 193966 members 
Entering Unmasked Estep 
Score: -15587632.000000 Penalty: 6044.262695
	Iteration 198Q: 3 clusters Score -1.558763e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 193984 members 
Entering Unmasked Estep 
Score: -15587634.000000 Penalty: 6044.262695
	Iteration 199Q: 3 clusters Score -1.558763e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 193993 members 
Entering Unmasked Estep 
Score: -15587647.000000 Penalty: 6044.262695
	Iteration 200F: 3 clusters Score -1.558765e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 194008 members 
Entering Unmasked Estep 
Score: -15587664.000000 Penalty: 6044.262695
	Iteration 201Q: 3 clusters Score -1.558766e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 194021 members 
Entering Unmasked Estep 
Score: -15587664.000000 Penalty: 6044.262695
	Iteration 202Q: 3 clusters Score -1.558766e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 194025 members 
Entering Unmasked Estep 
Score: -15587664.000000 Penalty: 6044.262695
	Iteration 203Q: 3 clusters Score -1.558766e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 194030 members 
Entering Unmasked Estep 
Score: -15587669.000000 Penalty: 6044.262695
	Iteration 204Q: 3 clusters Score -1.558767e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 194038 members 
Entering Unmasked Estep 
Score: -15587676.000000 Penalty: 6044.262695
	Iteration 205Q: 3 clusters Score -1.558768e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 194052 members 
Entering Unmasked Estep 
Score: -15587683.000000 Penalty: 6044.262695
	Iteration 206Q: 3 clusters Score -1.558768e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 194064 members 
Entering Unmasked Estep 
Score: -15587675.000000 Penalty: 6044.262695
	Iteration 207Q: 3 clusters Score -1.558768e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 194072 members 
Entering Unmasked Estep 
Score: -15587665.000000 Penalty: 6044.262695
	Iteration 208Q: 3 clusters Score -1.558766e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 194080 members 
Entering Unmasked Estep 
Score: -15587681.000000 Penalty: 6044.262695
	Iteration 209Q: 3 clusters Score -1.558768e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 194089 members 
Entering Unmasked Estep 
Score: -15587682.000000 Penalty: 6044.262695
	Iteration 210Q: 3 clusters Score -1.558768e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 194101 members 
Entering Unmasked Estep 
Score: -15587696.000000 Penalty: 6044.262695
	Iteration 211Q: 3 clusters Score -1.55877e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 194109 members 
Entering Unmasked Estep 
Score: -15587702.000000 Penalty: 6044.262695
	Iteration 212Q: 3 clusters Score -1.55877e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 194120 members 
Entering Unmasked Estep 
Score: -15587710.000000 Penalty: 6044.262695
	Iteration 213Q: 3 clusters Score -1.558771e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 194127 members 
Entering Unmasked Estep 
Score: -15587715.000000 Penalty: 6044.262695
	Iteration 214Q: 3 clusters Score -1.558772e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 194131 members 
Entering Unmasked Estep 
Score: -15587710.000000 Penalty: 6044.262695
	Iteration 215Q: 3 clusters Score -1.558771e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 194134 members 
Entering Unmasked Estep 
Score: -15587706.000000 Penalty: 6044.262695
	Iteration 216Q: 3 clusters Score -1.558771e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 194138 members 
Entering Unmasked Estep 
Score: -15587709.000000 Penalty: 6044.262695
	Iteration 217Q: 3 clusters Score -1.558771e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 194139 members 
Entering Unmasked Estep 
Score: -15587702.000000 Penalty: 6044.262695
	Iteration 218Q: 3 clusters Score -1.55877e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 194140 members 
Entering Unmasked Estep 
Score: -15587700.000000 Penalty: 6044.262695
	Iteration 219Q: 3 clusters Score -1.55877e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 194143 members 
Entering Unmasked Estep 
Score: -15587705.000000 Penalty: 6044.262695
	Iteration 220F: 3 clusters Score -1.55877e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 194146 members 
Entering Unmasked Estep 
Score: -15587710.000000 Penalty: 6044.262695
	Iteration 221Q: 3 clusters Score -1.558771e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 194148 members 
Entering Unmasked Estep 
Score: -15587705.000000 Penalty: 6044.262695
	Iteration 222Q: 3 clusters Score -1.55877e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 194150 members 
Entering Unmasked Estep 
Score: -15587708.000000 Penalty: 6044.262695
	Iteration 223Q: 3 clusters Score -1.558771e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 194152 members 
Entering Unmasked Estep 
Score: -15587708.000000 Penalty: 6044.262695
	Iteration 224Q: 3 clusters Score -1.558771e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 194155 members 
Entering Unmasked Estep 
Score: -15587717.000000 Penalty: 6044.262695
	Iteration 225Q: 3 clusters Score -1.558772e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 194161 members 
Entering Unmasked Estep 
Score: -15587712.000000 Penalty: 6044.262695
	Iteration 226Q: 3 clusters Score -1.558771e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 194166 members 
Entering Unmasked Estep 
Score: -15587710.000000 Penalty: 6044.262695
	Iteration 227Q: 3 clusters Score -1.558771e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 194170 members 
Entering Unmasked Estep 
Score: -15587714.000000 Penalty: 6044.262695
	Iteration 228Q: 3 clusters Score -1.558771e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 194174 members 
Entering Unmasked Estep 
Score: -15587707.000000 Penalty: 6044.262695
	Iteration 229Q: 3 clusters Score -1.558771e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 194174 members 
Entering Unmasked Estep 
Score: -15587707.000000 Penalty: 6044.262695
	Iteration 230Q: 3 clusters Score -1.558771e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 194173 members 
Entering Unmasked Estep 
Score: -15587707.000000 Penalty: 6044.262695
	Iteration 231Q: 3 clusters Score -1.558771e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 194176 members 
Entering Unmasked Estep 
Score: -15587713.000000 Penalty: 6044.262695
	Iteration 232Q: 3 clusters Score -1.558771e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 194176 members 
Entering Unmasked Estep 
Score: -15587712.000000 Penalty: 6044.262695
	Iteration 233Q: 3 clusters Score -1.558771e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 194177 members 
Entering Unmasked Estep 
Score: -15587716.000000 Penalty: 6044.262695
	Iteration 234Q: 3 clusters Score -1.558772e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 194178 members 
Entering Unmasked Estep 
Score: -15587711.000000 Penalty: 6044.262695
	Iteration 235Q: 3 clusters Score -1.558771e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 194178 members 
Entering Unmasked Estep 
Score: -15587711.000000 Penalty: 6044.262695
	Iteration 236F: 3 clusters Score -1.558771e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (48531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48531 members 
Entering Unmasked Estep 
Score: -3768697.000000 Penalty: 2675.909668
	Iteration 0F: 2 clusters Score -3768697 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24177 members 
Mstep: Class 2 contains 24354 members 
Entering Unmasked Estep 
Score: -3735972.250000 Penalty: 5351.819336
	Iteration 0F: 3 clusters Score -3735972 nChanged 22381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23448 members 
Mstep: Class 2 contains 25083 members 
Entering Unmasked Estep 
Score: -3748218.250000 Penalty: 5351.819336
	Iteration 1F: 3 clusters Score -3748218 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22979 members 
Mstep: Class 2 contains 25552 members 
Entering Unmasked Estep 
Score: -3748880.750000 Penalty: 5351.819336
	Iteration 2Q: 3 clusters Score -3748881 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22165 members 
Mstep: Class 2 contains 26366 members 
Entering Unmasked Estep 
Score: -3749593.750000 Penalty: 5351.819336
	Iteration 3Q: 3 clusters Score -3749594 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20949 members 
Mstep: Class 2 contains 27582 members 
Entering Unmasked Estep 
Score: -3750428.500000 Penalty: 5351.819336
	Iteration 4Q: 3 clusters Score -3750428 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19248 members 
Mstep: Class 2 contains 29283 members 
Entering Unmasked Estep 
Score: -3751479.750000 Penalty: 5351.819336
	Iteration 5Q: 3 clusters Score -3751480 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16963 members 
Mstep: Class 2 contains 31568 members 
Entering Unmasked Estep 
Score: -3752895.250000 Penalty: 5351.819336
	Iteration 6F: 3 clusters Score -3752895 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 34446 members 
Entering Unmasked Estep 
Score: -3755010.500000 Penalty: 5351.819336
	Iteration 7F: 3 clusters Score -3755010 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 37832 members 
Entering Unmasked Estep 
Score: -3757759.500000 Penalty: 5351.819336
	Iteration 8F: 3 clusters Score -3757760 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 41161 members 
Entering Unmasked Estep 
Score: -3760700.500000 Penalty: 5351.819336
	Iteration 9F: 3 clusters Score -3760700 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 43853 members 
Entering Unmasked Estep 
Score: -3763124.750000 Penalty: 5351.819336
	Iteration 10F: 3 clusters Score -3763125 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 45698 members 
Entering Unmasked Estep 
Score: -3764759.500000 Penalty: 5351.819336
	Iteration 11Q: 3 clusters Score -3764760 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 46790 members 
Entering Unmasked Estep 
Score: -3765638.000000 Penalty: 5351.819336
	Iteration 12Q: 3 clusters Score -3765638 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 47358 members 
Entering Unmasked Estep 
Score: -3766063.250000 Penalty: 5351.819336
	Iteration 13Q: 3 clusters Score -3766063 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 47624 members 
Entering Unmasked Estep 
Score: -3766278.750000 Penalty: 5351.819336
	Iteration 14Q: 3 clusters Score -3766279 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 47777 members 
Entering Unmasked Estep 
Score: -3766398.000000 Penalty: 5351.819336
	Iteration 15Q: 3 clusters Score -3766398 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 47856 members 
Entering Unmasked Estep 
Score: -3766468.500000 Penalty: 5351.819336
	Iteration 16Q: 3 clusters Score -3766468 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 47910 members 
Entering Unmasked Estep 
Score: -3766510.500000 Penalty: 5351.819336
	Iteration 17Q: 3 clusters Score -3766510 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 47952 members 
Entering Unmasked Estep 
Score: -3766546.250000 Penalty: 5351.819336
	Iteration 18Q: 3 clusters Score -3766546 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 47975 members 
Entering Unmasked Estep 
Score: -3766567.750000 Penalty: 5351.819336
	Iteration 19Q: 3 clusters Score -3766568 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 47987 members 
Entering Unmasked Estep 
Score: -3766573.000000 Penalty: 5351.819336
	Iteration 20F: 3 clusters Score -3766573 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 48002 members 
Entering Unmasked Estep 
Score: -3766585.500000 Penalty: 5351.819336
	Iteration 21Q: 3 clusters Score -3766586 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 48019 members 
Entering Unmasked Estep 
Score: -3766607.000000 Penalty: 5351.819336
	Iteration 22Q: 3 clusters Score -3766607 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 48029 members 
Entering Unmasked Estep 
Score: -3766615.250000 Penalty: 5351.819336
	Iteration 23Q: 3 clusters Score -3766615 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 48035 members 
Entering Unmasked Estep 
Score: -3766621.000000 Penalty: 5351.819336
	Iteration 24Q: 3 clusters Score -3766621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 48039 members 
Entering Unmasked Estep 
Score: -3766623.250000 Penalty: 5351.819336
	Iteration 25Q: 3 clusters Score -3766623 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 48043 members 
Entering Unmasked Estep 
Score: -3766623.750000 Penalty: 5351.819336
	Iteration 26Q: 3 clusters Score -3766624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 48047 members 
Entering Unmasked Estep 
Score: -3766620.250000 Penalty: 5351.819336
	Iteration 27Q: 3 clusters Score -3766620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 48044 members 
Entering Unmasked Estep 
Score: -3766624.500000 Penalty: 5351.819336
	Iteration 28Q: 3 clusters Score -3766624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 48044 members 
Entering Unmasked Estep 
Score: -3766624.500000 Penalty: 5351.819336
	Iteration 29F: 3 clusters Score -3766624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (156525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156525 members 
Entering Unmasked Estep 
Score: -12514230.000000 Penalty: 2966.320801
	Iteration 0F: 2 clusters Score -1.251423e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78142 members 
Mstep: Class 2 contains 78383 members 
Entering Unmasked Estep 
Score: -12409100.000000 Penalty: 5932.641602
	Iteration 0F: 3 clusters Score -1.24091e+07 nChanged 75114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77322 members 
Mstep: Class 2 contains 79203 members 
Entering Unmasked Estep 
Score: -12453749.000000 Penalty: 5932.641602
	Iteration 1F: 3 clusters Score -1.245375e+07 nChanged 5981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77497 members 
Mstep: Class 2 contains 79028 members 
Entering Unmasked Estep 
Score: -12456197.000000 Penalty: 5932.641602
	Iteration 2Q: 3 clusters Score -1.24562e+07 nChanged 7396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78521 members 
Mstep: Class 2 contains 78004 members 
Entering Unmasked Estep 
Score: -12459657.000000 Penalty: 5932.641602
	Iteration 3Q: 3 clusters Score -1.245966e+07 nChanged 9348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80735 members 
Mstep: Class 2 contains 75790 members 
Entering Unmasked Estep 
Score: -12465006.000000 Penalty: 5932.641602
	Iteration 4F: 3 clusters Score -1.246501e+07 nChanged 10911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84234 members 
Mstep: Class 2 contains 72291 members 
Entering Unmasked Estep 
Score: -12471966.000000 Penalty: 5932.641602
	Iteration 5F: 3 clusters Score -1.247197e+07 nChanged 11558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88372 members 
Mstep: Class 2 contains 68153 members 
Entering Unmasked Estep 
Score: -12479265.000000 Penalty: 5932.641602
	Iteration 6F: 3 clusters Score -1.247926e+07 nChanged 10372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92468 members 
Mstep: Class 2 contains 64057 members 
Entering Unmasked Estep 
Score: -12484800.000000 Penalty: 5932.641602
	Iteration 7F: 3 clusters Score -1.24848e+07 nChanged 8318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96012 members 
Mstep: Class 2 contains 60513 members 
Entering Unmasked Estep 
Score: -12488139.000000 Penalty: 5932.641602
	Iteration 8F: 3 clusters Score -1.248814e+07 nChanged 6293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99269 members 
Mstep: Class 2 contains 57256 members 
Entering Unmasked Estep 
Score: -12490267.000000 Penalty: 5932.641602
	Iteration 9Q: 3 clusters Score -1.249027e+07 nChanged 4781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102566 members 
Mstep: Class 2 contains 53959 members 
Entering Unmasked Estep 
Score: -12491619.000000 Penalty: 5932.641602
	Iteration 10Q: 3 clusters Score -1.249162e+07 nChanged 3895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105931 members 
Mstep: Class 2 contains 50594 members 
Entering Unmasked Estep 
Score: -12492573.000000 Penalty: 5932.641602
	Iteration 11Q: 3 clusters Score -1.249257e+07 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109543 members 
Mstep: Class 2 contains 46982 members 
Entering Unmasked Estep 
Score: -12493742.000000 Penalty: 5932.641602
	Iteration 12Q: 3 clusters Score -1.249374e+07 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113449 members 
Mstep: Class 2 contains 43076 members 
Entering Unmasked Estep 
Score: -12494966.000000 Penalty: 5932.641602
	Iteration 13Q: 3 clusters Score -1.249497e+07 nChanged 4124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117573 members 
Mstep: Class 2 contains 38952 members 
Entering Unmasked Estep 
Score: -12496359.000000 Penalty: 5932.641602
	Iteration 14Q: 3 clusters Score -1.249636e+07 nChanged 4331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121904 members 
Mstep: Class 2 contains 34621 members 
Entering Unmasked Estep 
Score: -12497976.000000 Penalty: 5932.641602
	Iteration 15Q: 3 clusters Score -1.249798e+07 nChanged 4333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126237 members 
Mstep: Class 2 contains 30288 members 
Entering Unmasked Estep 
Score: -12499500.000000 Penalty: 5932.641602
	Iteration 16Q: 3 clusters Score -1.24995e+07 nChanged 4175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130412 members 
Mstep: Class 2 contains 26113 members 
Entering Unmasked Estep 
Score: -12501215.000000 Penalty: 5932.641602
	Iteration 17Q: 3 clusters Score -1.250122e+07 nChanged 4087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134499 members 
Mstep: Class 2 contains 22026 members 
Entering Unmasked Estep 
Score: -12503064.000000 Penalty: 5932.641602
	Iteration 18Q: 3 clusters Score -1.250306e+07 nChanged 3839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138338 members 
Mstep: Class 2 contains 18187 members 
Entering Unmasked Estep 
Score: -12504791.000000 Penalty: 5932.641602
	Iteration 19Q: 3 clusters Score -1.250479e+07 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141830 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -12506541.000000 Penalty: 5932.641602
	Iteration 20F: 3 clusters Score -1.250654e+07 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144854 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -12507956.000000 Penalty: 5932.641602
	Iteration 21Q: 3 clusters Score -1.250796e+07 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147331 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -12509201.000000 Penalty: 5932.641602
	Iteration 22Q: 3 clusters Score -1.25092e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149336 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -12510208.000000 Penalty: 5932.641602
	Iteration 23Q: 3 clusters Score -1.251021e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150786 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -12510964.000000 Penalty: 5932.641602
	Iteration 24Q: 3 clusters Score -1.251096e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151911 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -12511511.000000 Penalty: 5932.641602
	Iteration 25Q: 3 clusters Score -1.251151e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152658 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -12511859.000000 Penalty: 5932.641602
	Iteration 26Q: 3 clusters Score -1.251186e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153189 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -12512088.000000 Penalty: 5932.641602
	Iteration 27Q: 3 clusters Score -1.251209e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153547 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -12512221.000000 Penalty: 5932.641602
	Iteration 28Q: 3 clusters Score -1.251222e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153819 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -12512317.000000 Penalty: 5932.641602
	Iteration 29Q: 3 clusters Score -1.251232e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154040 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -12512441.000000 Penalty: 5932.641602
	Iteration 30Q: 3 clusters Score -1.251244e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154186 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -12512519.000000 Penalty: 5932.641602
	Iteration 31Q: 3 clusters Score -1.251252e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154291 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -12512601.000000 Penalty: 5932.641602
	Iteration 32Q: 3 clusters Score -1.25126e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154369 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -12512619.000000 Penalty: 5932.641602
	Iteration 33Q: 3 clusters Score -1.251262e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154435 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -12512640.000000 Penalty: 5932.641602
	Iteration 34Q: 3 clusters Score -1.251264e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154471 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -12512673.000000 Penalty: 5932.641602
	Iteration 35Q: 3 clusters Score -1.251267e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154502 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -12512714.000000 Penalty: 5932.641602
	Iteration 36Q: 3 clusters Score -1.251271e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154534 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -12512752.000000 Penalty: 5932.641602
	Iteration 37Q: 3 clusters Score -1.251275e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154571 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -12512772.000000 Penalty: 5932.641602
	Iteration 38Q: 3 clusters Score -1.251277e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154608 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -12512782.000000 Penalty: 5932.641602
	Iteration 39Q: 3 clusters Score -1.251278e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154641 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -12512798.000000 Penalty: 5932.641602
	Iteration 40F: 3 clusters Score -1.25128e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154681 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -12512835.000000 Penalty: 5932.641602
	Iteration 41Q: 3 clusters Score -1.251284e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154722 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -12512876.000000 Penalty: 5932.641602
	Iteration 42Q: 3 clusters Score -1.251288e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154759 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -12512918.000000 Penalty: 5932.641602
	Iteration 43Q: 3 clusters Score -1.251292e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154804 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -12512990.000000 Penalty: 5932.641602
	Iteration 44Q: 3 clusters Score -1.251299e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154862 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -12513154.000000 Penalty: 5932.641602
	Iteration 45Q: 3 clusters Score -1.251315e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154882 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -12513279.000000 Penalty: 5932.641602
	Iteration 46Q: 3 clusters Score -1.251328e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154890 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -12513397.000000 Penalty: 5932.641602
	Iteration 47Q: 3 clusters Score -1.25134e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154885 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -12513480.000000 Penalty: 5932.641602
	Iteration 48Q: 3 clusters Score -1.251348e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154867 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -12513510.000000 Penalty: 5932.641602
	Iteration 49Q: 3 clusters Score -1.251351e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154850 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -12513587.000000 Penalty: 5932.641602
	Iteration 50Q: 3 clusters Score -1.251359e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154819 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -12513636.000000 Penalty: 5932.641602
	Iteration 51Q: 3 clusters Score -1.251364e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154800 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -12513677.000000 Penalty: 5932.641602
	Iteration 52Q: 3 clusters Score -1.251368e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154783 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -12513703.000000 Penalty: 5932.641602
	Iteration 53Q: 3 clusters Score -1.25137e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154768 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -12513737.000000 Penalty: 5932.641602
	Iteration 54Q: 3 clusters Score -1.251374e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154764 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -12513734.000000 Penalty: 5932.641602
	Iteration 55Q: 3 clusters Score -1.251373e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154760 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -12513736.000000 Penalty: 5932.641602
	Iteration 56Q: 3 clusters Score -1.251374e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154757 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -12513735.000000 Penalty: 5932.641602
	Iteration 57Q: 3 clusters Score -1.251374e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154759 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -12513730.000000 Penalty: 5932.641602
	Iteration 58Q: 3 clusters Score -1.251373e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154759 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -12513725.000000 Penalty: 5932.641602
	Iteration 59Q: 3 clusters Score -1.251372e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154756 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -12513729.000000 Penalty: 5932.641602
	Iteration 60F: 3 clusters Score -1.251373e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154752 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -12513730.000000 Penalty: 5932.641602
	Iteration 61Q: 3 clusters Score -1.251373e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154751 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -12513730.000000 Penalty: 5932.641602
	Iteration 62Q: 3 clusters Score -1.251373e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154750 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -12513728.000000 Penalty: 5932.641602
	Iteration 63Q: 3 clusters Score -1.251373e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154749 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -12513735.000000 Penalty: 5932.641602
	Iteration 64Q: 3 clusters Score -1.251374e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154746 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -12513734.000000 Penalty: 5932.641602
	Iteration 65Q: 3 clusters Score -1.251373e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154743 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -12513725.000000 Penalty: 5932.641602
	Iteration 66Q: 3 clusters Score -1.251372e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154740 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -12513733.000000 Penalty: 5932.641602
	Iteration 67Q: 3 clusters Score -1.251373e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154740 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -12513733.000000 Penalty: 5932.641602
	Iteration 68F: 3 clusters Score -1.251373e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (306773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306773 members 
Entering Unmasked Estep 
Score: -24122468.000000 Penalty: 3133.198242
	Iteration 0F: 2 clusters Score -2.412247e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153637 members 
Mstep: Class 2 contains 153136 members 
Entering Unmasked Estep 
Score: -23916182.000000 Penalty: 6266.396484
	Iteration 0F: 3 clusters Score -2.391618e+07 nChanged 148519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159792 members 
Mstep: Class 2 contains 146981 members 
Entering Unmasked Estep 
Score: -24003914.000000 Penalty: 6266.396484
	Iteration 1F: 3 clusters Score -2.400391e+07 nChanged 9252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163988 members 
Mstep: Class 2 contains 142785 members 
Entering Unmasked Estep 
Score: -24006140.000000 Penalty: 6266.396484
	Iteration 2Q: 3 clusters Score -2.400614e+07 nChanged 11417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170593 members 
Mstep: Class 2 contains 136180 members 
Entering Unmasked Estep 
Score: -24010206.000000 Penalty: 6266.396484
	Iteration 3Q: 3 clusters Score -2.401021e+07 nChanged 14486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180577 members 
Mstep: Class 2 contains 126196 members 
Entering Unmasked Estep 
Score: -24016870.000000 Penalty: 6266.396484
	Iteration 4Q: 3 clusters Score -2.401687e+07 nChanged 18455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194810 members 
Mstep: Class 2 contains 111963 members 
Entering Unmasked Estep 
Score: -24027714.000000 Penalty: 6266.396484
	Iteration 5F: 3 clusters Score -2.402771e+07 nChanged 21541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212945 members 
Mstep: Class 2 contains 93828 members 
Entering Unmasked Estep 
Score: -24043854.000000 Penalty: 6266.396484
	Iteration 6F: 3 clusters Score -2.404385e+07 nChanged 22561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232852 members 
Mstep: Class 2 contains 73921 members 
Entering Unmasked Estep 
Score: -24064026.000000 Penalty: 6266.396484
	Iteration 7F: 3 clusters Score -2.406403e+07 nChanged 19382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249856 members 
Mstep: Class 2 contains 56917 members 
Entering Unmasked Estep 
Score: -24083780.000000 Penalty: 6266.396484
	Iteration 8F: 3 clusters Score -2.408378e+07 nChanged 13987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260651 members 
Mstep: Class 2 contains 46122 members 
Entering Unmasked Estep 
Score: -24098376.000000 Penalty: 6266.396484
	Iteration 9Q: 3 clusters Score -2.409838e+07 nChanged 9981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266092 members 
Mstep: Class 2 contains 40681 members 
Entering Unmasked Estep 
Score: -24107498.000000 Penalty: 6266.396484
	Iteration 10Q: 3 clusters Score -2.41075e+07 nChanged 6589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269215 members 
Mstep: Class 2 contains 37558 members 
Entering Unmasked Estep 
Score: -24111756.000000 Penalty: 6266.396484
	Iteration 11Q: 3 clusters Score -2.411176e+07 nChanged 4289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271928 members 
Mstep: Class 2 contains 34845 members 
Entering Unmasked Estep 
Score: -24113974.000000 Penalty: 6266.396484
	Iteration 12Q: 3 clusters Score -2.411397e+07 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274455 members 
Mstep: Class 2 contains 32318 members 
Entering Unmasked Estep 
Score: -24115192.000000 Penalty: 6266.396484
	Iteration 13Q: 3 clusters Score -2.411519e+07 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276785 members 
Mstep: Class 2 contains 29988 members 
Entering Unmasked Estep 
Score: -24116108.000000 Penalty: 6266.396484
	Iteration 14Q: 3 clusters Score -2.411611e+07 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278950 members 
Mstep: Class 2 contains 27823 members 
Entering Unmasked Estep 
Score: -24116860.000000 Penalty: 6266.396484
	Iteration 15Q: 3 clusters Score -2.411686e+07 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281009 members 
Mstep: Class 2 contains 25764 members 
Entering Unmasked Estep 
Score: -24117598.000000 Penalty: 6266.396484
	Iteration 16Q: 3 clusters Score -2.41176e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282897 members 
Mstep: Class 2 contains 23876 members 
Entering Unmasked Estep 
Score: -24118122.000000 Penalty: 6266.396484
	Iteration 17Q: 3 clusters Score -2.411812e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284685 members 
Mstep: Class 2 contains 22088 members 
Entering Unmasked Estep 
Score: -24118764.000000 Penalty: 6266.396484
	Iteration 18Q: 3 clusters Score -2.411876e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286241 members 
Mstep: Class 2 contains 20532 members 
Entering Unmasked Estep 
Score: -24119148.000000 Penalty: 6266.396484
	Iteration 19Q: 3 clusters Score -2.411915e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287629 members 
Mstep: Class 2 contains 19144 members 
Entering Unmasked Estep 
Score: -24119466.000000 Penalty: 6266.396484
	Iteration 20F: 3 clusters Score -2.411947e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288896 members 
Mstep: Class 2 contains 17877 members 
Entering Unmasked Estep 
Score: -24119770.000000 Penalty: 6266.396484
	Iteration 21Q: 3 clusters Score -2.411977e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290015 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -24120068.000000 Penalty: 6266.396484
	Iteration 22Q: 3 clusters Score -2.412007e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291016 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -24120336.000000 Penalty: 6266.396484
	Iteration 23Q: 3 clusters Score -2.412034e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291882 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -24120488.000000 Penalty: 6266.396484
	Iteration 24Q: 3 clusters Score -2.412049e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292635 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -24120662.000000 Penalty: 6266.396484
	Iteration 25Q: 3 clusters Score -2.412066e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293321 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -24120716.000000 Penalty: 6266.396484
	Iteration 26Q: 3 clusters Score -2.412072e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293928 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -24120906.000000 Penalty: 6266.396484
	Iteration 27Q: 3 clusters Score -2.412091e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294498 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -24121010.000000 Penalty: 6266.396484
	Iteration 28Q: 3 clusters Score -2.412101e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295023 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -24121080.000000 Penalty: 6266.396484
	Iteration 29Q: 3 clusters Score -2.412108e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295509 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -24121092.000000 Penalty: 6266.396484
	Iteration 30Q: 3 clusters Score -2.412109e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295918 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -24121130.000000 Penalty: 6266.396484
	Iteration 31Q: 3 clusters Score -2.412113e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296309 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -24121226.000000 Penalty: 6266.396484
	Iteration 32Q: 3 clusters Score -2.412123e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296667 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -24121278.000000 Penalty: 6266.396484
	Iteration 33Q: 3 clusters Score -2.412128e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296970 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -24121354.000000 Penalty: 6266.396484
	Iteration 34Q: 3 clusters Score -2.412135e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297234 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -24121410.000000 Penalty: 6266.396484
	Iteration 35Q: 3 clusters Score -2.412141e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297471 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -24121364.000000 Penalty: 6266.396484
	Iteration 36Q: 3 clusters Score -2.412136e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297674 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -24121394.000000 Penalty: 6266.396484
	Iteration 37Q: 3 clusters Score -2.412139e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297858 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -24121400.000000 Penalty: 6266.396484
	Iteration 38Q: 3 clusters Score -2.41214e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298034 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -24121454.000000 Penalty: 6266.396484
	Iteration 39Q: 3 clusters Score -2.412145e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298175 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -24121416.000000 Penalty: 6266.396484
	Iteration 40F: 3 clusters Score -2.412142e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298307 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -24121444.000000 Penalty: 6266.396484
	Iteration 41Q: 3 clusters Score -2.412144e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298432 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -24121466.000000 Penalty: 6266.396484
	Iteration 42Q: 3 clusters Score -2.412147e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298554 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -24121476.000000 Penalty: 6266.396484
	Iteration 43Q: 3 clusters Score -2.412148e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298674 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -24121488.000000 Penalty: 6266.396484
	Iteration 44Q: 3 clusters Score -2.412149e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298778 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -24121474.000000 Penalty: 6266.396484
	Iteration 45Q: 3 clusters Score -2.412147e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298880 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -24121500.000000 Penalty: 6266.396484
	Iteration 46Q: 3 clusters Score -2.41215e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298973 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -24121520.000000 Penalty: 6266.396484
	Iteration 47Q: 3 clusters Score -2.412152e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299064 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -24121504.000000 Penalty: 6266.396484
	Iteration 48Q: 3 clusters Score -2.41215e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299135 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -24121484.000000 Penalty: 6266.396484
	Iteration 49Q: 3 clusters Score -2.412148e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299214 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -24121476.000000 Penalty: 6266.396484
	Iteration 50Q: 3 clusters Score -2.412148e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299279 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -24121498.000000 Penalty: 6266.396484
	Iteration 51Q: 3 clusters Score -2.41215e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299339 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -24121480.000000 Penalty: 6266.396484
	Iteration 52Q: 3 clusters Score -2.412148e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299380 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -24121496.000000 Penalty: 6266.396484
	Iteration 53Q: 3 clusters Score -2.41215e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299436 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -24121518.000000 Penalty: 6266.396484
	Iteration 54Q: 3 clusters Score -2.412152e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299490 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -24121534.000000 Penalty: 6266.396484
	Iteration 55Q: 3 clusters Score -2.412153e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299546 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -24121518.000000 Penalty: 6266.396484
	Iteration 56Q: 3 clusters Score -2.412152e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299599 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -24121480.000000 Penalty: 6266.396484
	Iteration 57Q: 3 clusters Score -2.412148e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299643 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -24121482.000000 Penalty: 6266.396484
	Iteration 58Q: 3 clusters Score -2.412148e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299688 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -24121494.000000 Penalty: 6266.396484
	Iteration 59Q: 3 clusters Score -2.412149e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299722 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -24121534.000000 Penalty: 6266.396484
	Iteration 60F: 3 clusters Score -2.412153e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299759 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -24121522.000000 Penalty: 6266.396484
	Iteration 61Q: 3 clusters Score -2.412152e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299796 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -24121530.000000 Penalty: 6266.396484
	Iteration 62Q: 3 clusters Score -2.412153e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299817 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -24121526.000000 Penalty: 6266.396484
	Iteration 63Q: 3 clusters Score -2.412153e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299839 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -24121542.000000 Penalty: 6266.396484
	Iteration 64Q: 3 clusters Score -2.412154e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299863 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -24121528.000000 Penalty: 6266.396484
	Iteration 65Q: 3 clusters Score -2.412153e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299890 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -24121530.000000 Penalty: 6266.396484
	Iteration 66Q: 3 clusters Score -2.412153e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299905 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -24121542.000000 Penalty: 6266.396484
	Iteration 67Q: 3 clusters Score -2.412154e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299920 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -24121550.000000 Penalty: 6266.396484
	Iteration 68Q: 3 clusters Score -2.412155e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299925 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -24121552.000000 Penalty: 6266.396484
	Iteration 69Q: 3 clusters Score -2.412155e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299938 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -24121546.000000 Penalty: 6266.396484
	Iteration 70Q: 3 clusters Score -2.412155e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299942 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -24121552.000000 Penalty: 6266.396484
	Iteration 71Q: 3 clusters Score -2.412155e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299949 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -24121564.000000 Penalty: 6266.396484
	Iteration 72Q: 3 clusters Score -2.412156e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299951 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -24121574.000000 Penalty: 6266.396484
	Iteration 73Q: 3 clusters Score -2.412157e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299952 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -24121566.000000 Penalty: 6266.396484
	Iteration 74Q: 3 clusters Score -2.412157e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299956 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -24121584.000000 Penalty: 6266.396484
	Iteration 75Q: 3 clusters Score -2.412158e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299958 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -24121574.000000 Penalty: 6266.396484
	Iteration 76Q: 3 clusters Score -2.412157e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299957 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -24121572.000000 Penalty: 6266.396484
	Iteration 77Q: 3 clusters Score -2.412157e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299959 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -24121576.000000 Penalty: 6266.396484
	Iteration 78Q: 3 clusters Score -2.412158e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299960 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -24121578.000000 Penalty: 6266.396484
	Iteration 79Q: 3 clusters Score -2.412158e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299960 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -24121578.000000 Penalty: 6266.396484
	Iteration 80F: 3 clusters Score -2.412158e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (73539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73539 members 
Entering Unmasked Estep 
Score: -5930535.500000 Penalty: 2778.981689
	Iteration 0F: 2 clusters Score -5930536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37086 members 
Mstep: Class 2 contains 36453 members 
Entering Unmasked Estep 
Score: -5881331.000000 Penalty: 5557.963379
	Iteration 0F: 3 clusters Score -5881331 nChanged 34429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40383 members 
Mstep: Class 2 contains 33156 members 
Entering Unmasked Estep 
Score: -5901215.000000 Penalty: 5557.963379
	Iteration 1F: 3 clusters Score -5901215 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42620 members 
Mstep: Class 2 contains 30919 members 
Entering Unmasked Estep 
Score: -5902538.000000 Penalty: 5557.963379
	Iteration 2Q: 3 clusters Score -5902538 nChanged 4220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45994 members 
Mstep: Class 2 contains 27545 members 
Entering Unmasked Estep 
Score: -5904918.500000 Penalty: 5557.963379
	Iteration 3F: 3 clusters Score -5904918 nChanged 5235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50527 members 
Mstep: Class 2 contains 23012 members 
Entering Unmasked Estep 
Score: -5908679.500000 Penalty: 5557.963379
	Iteration 4F: 3 clusters Score -5908680 nChanged 6039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55862 members 
Mstep: Class 2 contains 17677 members 
Entering Unmasked Estep 
Score: -5913871.000000 Penalty: 5557.963379
	Iteration 5F: 3 clusters Score -5913871 nChanged 5956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61096 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -5919394.000000 Penalty: 5557.963379
	Iteration 6F: 3 clusters Score -5919394 nChanged 4468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65014 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -5923321.000000 Penalty: 5557.963379
	Iteration 7F: 3 clusters Score -5923321 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67462 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -5925491.500000 Penalty: 5557.963379
	Iteration 8Q: 3 clusters Score -5925492 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69012 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -5926699.500000 Penalty: 5557.963379
	Iteration 9Q: 3 clusters Score -5926700 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69993 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -5927403.000000 Penalty: 5557.963379
	Iteration 10Q: 3 clusters Score -5927403 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70589 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -5927833.000000 Penalty: 5557.963379
	Iteration 11Q: 3 clusters Score -5927833 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70937 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -5928126.000000 Penalty: 5557.963379
	Iteration 12Q: 3 clusters Score -5928126 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71139 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -5928282.000000 Penalty: 5557.963379
	Iteration 13Q: 3 clusters Score -5928282 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71255 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -5928448.500000 Penalty: 5557.963379
	Iteration 14Q: 3 clusters Score -5928448 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71291 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -5928521.000000 Penalty: 5557.963379
	Iteration 15Q: 3 clusters Score -5928521 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71336 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -5928616.000000 Penalty: 5557.963379
	Iteration 16Q: 3 clusters Score -5928616 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71355 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -5928701.500000 Penalty: 5557.963379
	Iteration 17Q: 3 clusters Score -5928702 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71354 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -5928760.000000 Penalty: 5557.963379
	Iteration 18Q: 3 clusters Score -5928760 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71335 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -5928800.500000 Penalty: 5557.963379
	Iteration 19Q: 3 clusters Score -5928800 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71308 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -5928813.000000 Penalty: 5557.963379
	Iteration 20F: 3 clusters Score -5928813 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71291 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -5928825.000000 Penalty: 5557.963379
	Iteration 21Q: 3 clusters Score -5928825 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71281 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -5928845.500000 Penalty: 5557.963379
	Iteration 22Q: 3 clusters Score -5928846 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71256 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -5928855.000000 Penalty: 5557.963379
	Iteration 23Q: 3 clusters Score -5928855 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71224 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -5928862.500000 Penalty: 5557.963379
	Iteration 24Q: 3 clusters Score -5928862 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71206 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -5928868.000000 Penalty: 5557.963379
	Iteration 25Q: 3 clusters Score -5928868 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71191 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -5928875.500000 Penalty: 5557.963379
	Iteration 26Q: 3 clusters Score -5928876 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71173 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -5928877.500000 Penalty: 5557.963379
	Iteration 27Q: 3 clusters Score -5928878 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71154 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -5928878.000000 Penalty: 5557.963379
	Iteration 28Q: 3 clusters Score -5928878 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71141 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -5928880.500000 Penalty: 5557.963379
	Iteration 29Q: 3 clusters Score -5928880 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71136 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -5928878.500000 Penalty: 5557.963379
	Iteration 30Q: 3 clusters Score -5928878 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71127 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -5928877.000000 Penalty: 5557.963379
	Iteration 31Q: 3 clusters Score -5928877 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71123 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -5928885.000000 Penalty: 5557.963379
	Iteration 32Q: 3 clusters Score -5928885 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71119 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -5928883.000000 Penalty: 5557.963379
	Iteration 33Q: 3 clusters Score -5928883 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71120 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -5928887.500000 Penalty: 5557.963379
	Iteration 34Q: 3 clusters Score -5928888 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71113 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -5928885.000000 Penalty: 5557.963379
	Iteration 35Q: 3 clusters Score -5928885 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71105 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -5928887.000000 Penalty: 5557.963379
	Iteration 36Q: 3 clusters Score -5928887 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71096 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -5928891.500000 Penalty: 5557.963379
	Iteration 37Q: 3 clusters Score -5928892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71095 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -5928889.500000 Penalty: 5557.963379
	Iteration 38Q: 3 clusters Score -5928890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71092 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -5928892.500000 Penalty: 5557.963379
	Iteration 39Q: 3 clusters Score -5928892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71090 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -5928893.000000 Penalty: 5557.963379
	Iteration 40F: 3 clusters Score -5928893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71089 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -5928895.000000 Penalty: 5557.963379
	Iteration 41Q: 3 clusters Score -5928895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71087 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -5928893.500000 Penalty: 5557.963379
	Iteration 42Q: 3 clusters Score -5928894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71088 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -5928897.500000 Penalty: 5557.963379
	Iteration 43Q: 3 clusters Score -5928898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71089 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -5928896.000000 Penalty: 5557.963379
	Iteration 44Q: 3 clusters Score -5928896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71088 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -5928889.000000 Penalty: 5557.963379
	Iteration 45Q: 3 clusters Score -5928889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71089 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -5928889.500000 Penalty: 5557.963379
	Iteration 46Q: 3 clusters Score -5928890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71089 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -5928889.500000 Penalty: 5557.963379
	Iteration 47Q: 3 clusters Score -5928890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71090 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -5928888.000000 Penalty: 5557.963379
	Iteration 48Q: 3 clusters Score -5928888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71090 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -5928888.000000 Penalty: 5557.963379
	Iteration 49F: 3 clusters Score -5928888 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (45414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45414 members 
Entering Unmasked Estep 
Score: -3757253.000000 Penalty: 2659.446777
	Iteration 0F: 2 clusters Score -3757253 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22636 members 
Mstep: Class 2 contains 22778 members 
Entering Unmasked Estep 
Score: -3726857.250000 Penalty: 5318.893555
	Iteration 0F: 3 clusters Score -3726857 nChanged 20635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22727 members 
Mstep: Class 2 contains 22687 members 
Entering Unmasked Estep 
Score: -3738133.500000 Penalty: 5318.893555
	Iteration 1F: 3 clusters Score -3738134 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22826 members 
Mstep: Class 2 contains 22588 members 
Entering Unmasked Estep 
Score: -3738685.000000 Penalty: 5318.893555
	Iteration 2Q: 3 clusters Score -3738685 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22992 members 
Mstep: Class 2 contains 22422 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 23173 members 
Mstep: Class 2 contains 22241 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 23385 members 
Mstep: Class 2 contains 22029 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 23658 members 
Mstep: Class 2 contains 21756 members 
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Mstep: Class 1 contains 24033 members 
Mstep: Class 2 contains 21381 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 24576 members 
Mstep: Class 2 contains 20838 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -3743978 nChanged 2622
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Mstep: Class 1 contains 25184 members 
Mstep: Class 2 contains 20230 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 25809 members 
Mstep: Class 2 contains 19605 members 
Entering Unmasked Estep 
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	Iteration 10F: 3 clusters Score -3747466 nChanged 2048
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Mstep: Class 1 contains 26375 members 
Mstep: Class 2 contains 19039 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -3748404 nChanged 1295
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Mstep: Class 1 contains 26902 members 
Mstep: Class 2 contains 18512 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -3748855 nChanged 858
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Mstep: Class 1 contains 27370 members 
Mstep: Class 2 contains 18044 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -3749112 nChanged 750
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Mstep: Class 1 contains 27856 members 
Mstep: Class 2 contains 17558 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -3749360 nChanged 728
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Mstep: Class 1 contains 28350 members 
Mstep: Class 2 contains 17064 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -3749576 nChanged 728
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Mstep: Class 1 contains 28892 members 
Mstep: Class 2 contains 16522 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 30069 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -3750387 nChanged 797
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Mstep: Class 1 contains 30696 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -3750675 nChanged 728
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Mstep: Class 1 contains 31276 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 31831 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 32422 members 
Mstep: Class 2 contains 12992 members 
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	Iteration 22Q: 3 clusters Score -3751379 nChanged 645
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Mstep: Class 1 contains 32997 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -3751546 nChanged 617
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Mstep: Class 1 contains 33578 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 34108 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 34609 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -3752056 nChanged 483
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Mstep: Class 1 contains 35078 members 
Mstep: Class 2 contains 10336 members 
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	Iteration 27Q: 3 clusters Score -3752215 nChanged 452
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Mstep: Class 1 contains 35522 members 
Mstep: Class 2 contains 9892 members 
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Mstep: Class 1 contains 35986 members 
Mstep: Class 2 contains 9428 members 
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Mstep: Class 1 contains 36426 members 
Mstep: Class 2 contains 8988 members 
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	Iteration 30Q: 3 clusters Score -3752591 nChanged 438
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Mstep: Class 1 contains 36864 members 
Mstep: Class 2 contains 8550 members 
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	Iteration 31Q: 3 clusters Score -3752732 nChanged 414
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Mstep: Class 1 contains 37272 members 
Mstep: Class 2 contains 8142 members 
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	Iteration 32Q: 3 clusters Score -3752835 nChanged 368
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Mstep: Class 1 contains 37636 members 
Mstep: Class 2 contains 7778 members 
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	Iteration 33Q: 3 clusters Score -3752944 nChanged 362
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Mstep: Class 1 contains 37996 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -3753040 nChanged 351
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Mstep: Class 1 contains 38343 members 
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	Iteration 35Q: 3 clusters Score -3753112 nChanged 363
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Mstep: Class 1 contains 39078 members 
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	Iteration 38Q: 3 clusters Score -3753475 nChanged 357
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	Iteration 39Q: 3 clusters Score -3753569 nChanged 354
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Mstep: Class 1 contains 40159 members 
Mstep: Class 2 contains 5255 members 
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	Iteration 40F: 3 clusters Score -3753661 nChanged 318
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Mstep: Class 1 contains 40477 members 
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Mstep: Class 1 contains 40781 members 
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Mstep: Class 1 contains 41079 members 
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Mstep: Class 1 contains 41344 members 
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Mstep: Class 1 contains 41578 members 
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	Iteration 45Q: 3 clusters Score -3754148 nChanged 221
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Mstep: Class 1 contains 41799 members 
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	Iteration 46Q: 3 clusters Score -3754226 nChanged 216
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Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -3754295 nChanged 189
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Mstep: Class 1 contains 42202 members 
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	Iteration 48Q: 3 clusters Score -3754364 nChanged 200
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Mstep: Class 1 contains 42402 members 
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	Iteration 49Q: 3 clusters Score -3754418 nChanged 153
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Mstep: Class 1 contains 42555 members 
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	Iteration 50Q: 3 clusters Score -3754474 nChanged 120
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	Iteration 51Q: 3 clusters Score -3754501 nChanged 105
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	Iteration 52Q: 3 clusters Score -3754528 nChanged 94
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	Iteration 53Q: 3 clusters Score -3754569 nChanged 91
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	Iteration 54Q: 3 clusters Score -3754586 nChanged 93
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	Iteration 55Q: 3 clusters Score -3754616 nChanged 99
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	Iteration 56Q: 3 clusters Score -3754642 nChanged 79
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	Iteration 57Q: 3 clusters Score -3754668 nChanged 74
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	Iteration 58Q: 3 clusters Score -3754689 nChanged 77
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Mstep: Class 1 contains 43379 members 
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	Iteration 59Q: 3 clusters Score -3754716 nChanged 69
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	Iteration 60F: 3 clusters Score -3754737 nChanged 53
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	Iteration 61Q: 3 clusters Score -3754759 nChanged 56
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Mstep: Class 1 contains 43555 members 
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	Iteration 62Q: 3 clusters Score -3754761 nChanged 38
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Mstep: Class 1 contains 43593 members 
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	Iteration 63Q: 3 clusters Score -3754780 nChanged 34
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Mstep: Class 1 contains 43627 members 
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	Iteration 64Q: 3 clusters Score -3754788 nChanged 25
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	Iteration 65Q: 3 clusters Score -3754792 nChanged 26
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	Iteration 66Q: 3 clusters Score -3754803 nChanged 30
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	Iteration 67Q: 3 clusters Score -3754805 nChanged 39
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	Iteration 68Q: 3 clusters Score -3754813 nChanged 35
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	Iteration 69Q: 3 clusters Score -3754827 nChanged 21
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	Iteration 70Q: 3 clusters Score -3754833 nChanged 26
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	Iteration 71Q: 3 clusters Score -3754839 nChanged 24
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	Iteration 72Q: 3 clusters Score -3754844 nChanged 30
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	Iteration 73Q: 3 clusters Score -3754862 nChanged 34
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	Iteration 74Q: 3 clusters Score -3754871 nChanged 27
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	Iteration 75Q: 3 clusters Score -3754877 nChanged 27
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	Iteration 76Q: 3 clusters Score -3754882 nChanged 28
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Mstep: Class 1 contains 43991 members 
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	Iteration 77Q: 3 clusters Score -3754888 nChanged 28
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Mstep: Class 1 contains 44019 members 
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	Iteration 78Q: 3 clusters Score -3754896 nChanged 30
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	Iteration 79Q: 3 clusters Score -3754914 nChanged 27
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	Iteration 80F: 3 clusters Score -3754915 nChanged 20
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	Iteration 81Q: 3 clusters Score -3754922 nChanged 23
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	Iteration 82Q: 3 clusters Score -3754934 nChanged 25
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	Iteration 83Q: 3 clusters Score -3754944 nChanged 26
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	Iteration 84Q: 3 clusters Score -3754951 nChanged 27
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	Iteration 85Q: 3 clusters Score -3754960 nChanged 22
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	Iteration 86Q: 3 clusters Score -3754976 nChanged 21
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	Iteration 87Q: 3 clusters Score -3754976 nChanged 22
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	Iteration 88Q: 3 clusters Score -3754989 nChanged 15
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	Iteration 89Q: 3 clusters Score -3754991 nChanged 13
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	Iteration 90Q: 3 clusters Score -3754990 nChanged 15
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	Iteration 91Q: 3 clusters Score -3754997 nChanged 11
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	Iteration 92Q: 3 clusters Score -3755000 nChanged 8
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -3755005 nChanged 9
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -3755002 nChanged 9
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -3755002 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44345 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -3755005.000000 Penalty: 5318.893555
	Iteration 96Q: 3 clusters Score -3755005 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44353 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -3755011.500000 Penalty: 5318.893555
	Iteration 97Q: 3 clusters Score -3755012 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44362 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -3755011.250000 Penalty: 5318.893555
	Iteration 98Q: 3 clusters Score -3755011 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44373 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -3755021.000000 Penalty: 5318.893555
	Iteration 99Q: 3 clusters Score -3755021 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44384 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -3755027.500000 Penalty: 5318.893555
	Iteration 100F: 3 clusters Score -3755028 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44396 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -3755026.500000 Penalty: 5318.893555
	Iteration 101Q: 3 clusters Score -3755026 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44415 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -3755024.750000 Penalty: 5318.893555
	Iteration 102Q: 3 clusters Score -3755025 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44431 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -3755031.000000 Penalty: 5318.893555
	Iteration 103Q: 3 clusters Score -3755031 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44447 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -3755045.000000 Penalty: 5318.893555
	Iteration 104Q: 3 clusters Score -3755045 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44454 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -3755047.500000 Penalty: 5318.893555
	Iteration 105Q: 3 clusters Score -3755048 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44462 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -3755048.750000 Penalty: 5318.893555
	Iteration 106Q: 3 clusters Score -3755049 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44468 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -3755059.250000 Penalty: 5318.893555
	Iteration 107Q: 3 clusters Score -3755059 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44476 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -3755057.500000 Penalty: 5318.893555
	Iteration 108Q: 3 clusters Score -3755058 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44484 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -3755065.750000 Penalty: 5318.893555
	Iteration 109Q: 3 clusters Score -3755066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44491 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -3755067.250000 Penalty: 5318.893555
	Iteration 110Q: 3 clusters Score -3755067 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44498 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -3755071.500000 Penalty: 5318.893555
	Iteration 111Q: 3 clusters Score -3755072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44501 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -3755072.500000 Penalty: 5318.893555
	Iteration 112Q: 3 clusters Score -3755072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44506 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -3755073.000000 Penalty: 5318.893555
	Iteration 113Q: 3 clusters Score -3755073 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44513 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -3755072.000000 Penalty: 5318.893555
	Iteration 114Q: 3 clusters Score -3755072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44518 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -3755071.500000 Penalty: 5318.893555
	Iteration 115Q: 3 clusters Score -3755072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44519 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -3755072.750000 Penalty: 5318.893555
	Iteration 116Q: 3 clusters Score -3755073 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44520 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -3755080.250000 Penalty: 5318.893555
	Iteration 117Q: 3 clusters Score -3755080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44521 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -3755077.000000 Penalty: 5318.893555
	Iteration 118Q: 3 clusters Score -3755077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44522 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -3755081.750000 Penalty: 5318.893555
	Iteration 119Q: 3 clusters Score -3755082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44524 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -3755084.750000 Penalty: 5318.893555
	Iteration 120F: 3 clusters Score -3755085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44525 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -3755080.750000 Penalty: 5318.893555
	Iteration 121Q: 3 clusters Score -3755081 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44525 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -3755080.750000 Penalty: 5318.893555
	Iteration 122F: 3 clusters Score -3755081 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (12721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Entering Unmasked Estep 
Score: -946363.812500 Penalty: 2343.850342
	Iteration 0F: 2 clusters Score -946363.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -937019.812500 Penalty: 4687.700684
	Iteration 0F: 3 clusters Score -937019.8 nChanged 5507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -940905.062500 Penalty: 4687.700684
	Iteration 1F: 3 clusters Score -940905.1 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -943247.812500 Penalty: 4687.700684
	Iteration 2F: 3 clusters Score -943247.8 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -945962.312500 Penalty: 4687.700684
	Iteration 3F: 3 clusters Score -945962.3 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -947502.750000 Penalty: 4687.700684
	Iteration 4F: 3 clusters Score -947502.8 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -948163.625000 Penalty: 4687.700684
	Iteration 5F: 3 clusters Score -948163.6 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -948480.625000 Penalty: 4687.700684
	Iteration 6Q: 3 clusters Score -948480.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -948673.500000 Penalty: 4687.700684
	Iteration 7Q: 3 clusters Score -948673.5 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -948813.812500 Penalty: 4687.700684
	Iteration 8Q: 3 clusters Score -948813.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -948934.812500 Penalty: 4687.700684
	Iteration 9Q: 3 clusters Score -948934.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -949022.312500 Penalty: 4687.700684
	Iteration 10Q: 3 clusters Score -949022.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -949094.312500 Penalty: 4687.700684
	Iteration 11Q: 3 clusters Score -949094.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -949156.250000 Penalty: 4687.700684
	Iteration 12Q: 3 clusters Score -949156.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -949199.000000 Penalty: 4687.700684
	Iteration 13Q: 3 clusters Score -949199 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -949228.875000 Penalty: 4687.700684
	Iteration 14Q: 3 clusters Score -949228.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -949247.000000 Penalty: 4687.700684
	Iteration 15Q: 3 clusters Score -949247 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -949266.437500 Penalty: 4687.700684
	Iteration 16Q: 3 clusters Score -949266.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -949279.625000 Penalty: 4687.700684
	Iteration 17Q: 3 clusters Score -949279.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -949287.875000 Penalty: 4687.700684
	Iteration 18Q: 3 clusters Score -949287.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -949293.812500 Penalty: 4687.700684
	Iteration 19Q: 3 clusters Score -949293.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -949297.437500 Penalty: 4687.700684
	Iteration 20F: 3 clusters Score -949297.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -949302.750000 Penalty: 4687.700684
	Iteration 21Q: 3 clusters Score -949302.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -949306.937500 Penalty: 4687.700684
	Iteration 22Q: 3 clusters Score -949306.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -949309.312500 Penalty: 4687.700684
	Iteration 23Q: 3 clusters Score -949309.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -949311.750000 Penalty: 4687.700684
	Iteration 24Q: 3 clusters Score -949311.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -949312.062500 Penalty: 4687.700684
	Iteration 25Q: 3 clusters Score -949312.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -949312.062500 Penalty: 4687.700684
	Iteration 26F: 3 clusters Score -949312.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 5443 members 
Mstep: Class 3 contains 75174 members 
Mstep: Class 4 contains 1707 members 
Mstep: Class 5 contains 277558 members 
Mstep: Class 6 contains 2420 members 
Mstep: Class 7 contains 11552 members 
Mstep: Class 8 contains 36331 members 
Mstep: Class 9 contains 4957 members 
Mstep: Class 10 contains 24438 members 
Mstep: Class 11 contains 196028 members 
Mstep: Class 12 contains 48531 members 
Mstep: Class 13 contains 156525 members 
Mstep: Class 14 contains 306773 members 
Mstep: Class 15 contains 73539 members 
Mstep: Class 16 contains 45414 members 
Mstep: Class 17 contains 1819 members 
Mstep: Class 18 contains 17644 members 
Mstep: Class 19 contains 4934 members 
Mstep: Class 20 contains 11464 members 
Mstep: Class 21 contains 56501 members 
Mstep: Class 22 contains 22758 members 
Mstep: Class 23 contains 8349 members 
Mstep: Class 24 contains 4865 members 
Mstep: Class 25 contains 26021 members 
Mstep: Class 26 contains 16746 members 
Mstep: Class 27 contains 6388 members 
Mstep: Class 28 contains 10902 members 
Entering Unmasked Estep 
Score: -111908208.000000 Penalty: 98577.468750
Splitting cluster 17 changes total score from -111880600.000000 to -111908208.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 18 (17644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17644 members 
Entering Unmasked Estep 
Score: -1364051.000000 Penalty: 2424.981689
	Iteration 0F: 2 clusters Score -1364051 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -1351506.500000 Penalty: 4849.963379
	Iteration 0F: 3 clusters Score -1351506 nChanged 7713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1355729.750000 Penalty: 4849.963379
	Iteration 1F: 3 clusters Score -1355730 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -1356236.250000 Penalty: 4849.963379
	Iteration 2F: 3 clusters Score -1356236 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -1356822.875000 Penalty: 4849.963379
	Iteration 3F: 3 clusters Score -1356823 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -1357530.250000 Penalty: 4849.963379
	Iteration 4F: 3 clusters Score -1357530 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -1358467.000000 Penalty: 4849.963379
	Iteration 5F: 3 clusters Score -1358467 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -1359615.500000 Penalty: 4849.963379
	Iteration 6F: 3 clusters Score -1359616 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -1360671.500000 Penalty: 4849.963379
	Iteration 7F: 3 clusters Score -1360672 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 14153 members 
Entering Unmasked Estep 
Score: -1361559.000000 Penalty: 4849.963379
	Iteration 8F: 3 clusters Score -1361559 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 14773 members 
Entering Unmasked Estep 
Score: -1362291.625000 Penalty: 4849.963379
	Iteration 9Q: 3 clusters Score -1362292 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -1362824.875000 Penalty: 4849.963379
	Iteration 10Q: 3 clusters Score -1362825 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 15455 members 
Entering Unmasked Estep 
Score: -1363150.125000 Penalty: 4849.963379
	Iteration 11Q: 3 clusters Score -1363150 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -1363288.750000 Penalty: 4849.963379
	Iteration 12Q: 3 clusters Score -1363289 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -1363365.250000 Penalty: 4849.963379
	Iteration 13Q: 3 clusters Score -1363365 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 15776 members 
Entering Unmasked Estep 
Score: -1363414.375000 Penalty: 4849.963379
	Iteration 14Q: 3 clusters Score -1363414 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 15840 members 
Entering Unmasked Estep 
Score: -1363437.500000 Penalty: 4849.963379
	Iteration 15Q: 3 clusters Score -1363438 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 15881 members 
Entering Unmasked Estep 
Score: -1363456.250000 Penalty: 4849.963379
	Iteration 16Q: 3 clusters Score -1363456 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 15918 members 
Entering Unmasked Estep 
Score: -1363469.250000 Penalty: 4849.963379
	Iteration 17Q: 3 clusters Score -1363469 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -1363480.000000 Penalty: 4849.963379
	Iteration 18Q: 3 clusters Score -1363480 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 15970 members 
Entering Unmasked Estep 
Score: -1363490.250000 Penalty: 4849.963379
	Iteration 19Q: 3 clusters Score -1363490 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 15992 members 
Entering Unmasked Estep 
Score: -1363496.375000 Penalty: 4849.963379
	Iteration 20F: 3 clusters Score -1363496 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 16012 members 
Entering Unmasked Estep 
Score: -1363496.625000 Penalty: 4849.963379
	Iteration 21Q: 3 clusters Score -1363497 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -1363508.375000 Penalty: 4849.963379
	Iteration 22Q: 3 clusters Score -1363508 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 16047 members 
Entering Unmasked Estep 
Score: -1363518.625000 Penalty: 4849.963379
	Iteration 23Q: 3 clusters Score -1363519 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 16064 members 
Entering Unmasked Estep 
Score: -1363522.375000 Penalty: 4849.963379
	Iteration 24Q: 3 clusters Score -1363522 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 16082 members 
Entering Unmasked Estep 
Score: -1363529.625000 Penalty: 4849.963379
	Iteration 25Q: 3 clusters Score -1363530 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 16099 members 
Entering Unmasked Estep 
Score: -1363538.750000 Penalty: 4849.963379
	Iteration 26Q: 3 clusters Score -1363539 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 16112 members 
Entering Unmasked Estep 
Score: -1363544.125000 Penalty: 4849.963379
	Iteration 27Q: 3 clusters Score -1363544 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
Score: -1363546.625000 Penalty: 4849.963379
	Iteration 28Q: 3 clusters Score -1363547 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 16134 members 
Entering Unmasked Estep 
Score: -1363549.750000 Penalty: 4849.963379
	Iteration 29Q: 3 clusters Score -1363550 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -1363555.250000 Penalty: 4849.963379
	Iteration 30Q: 3 clusters Score -1363555 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -1363562.875000 Penalty: 4849.963379
	Iteration 31Q: 3 clusters Score -1363563 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 16173 members 
Entering Unmasked Estep 
Score: -1363567.625000 Penalty: 4849.963379
	Iteration 32Q: 3 clusters Score -1363568 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 16181 members 
Entering Unmasked Estep 
Score: -1363565.875000 Penalty: 4849.963379
	Iteration 33Q: 3 clusters Score -1363566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -1363570.375000 Penalty: 4849.963379
	Iteration 34Q: 3 clusters Score -1363570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -1363574.250000 Penalty: 4849.963379
	Iteration 35Q: 3 clusters Score -1363574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 16199 members 
Entering Unmasked Estep 
Score: -1363574.500000 Penalty: 4849.963379
	Iteration 36Q: 3 clusters Score -1363574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 16203 members 
Entering Unmasked Estep 
Score: -1363575.250000 Penalty: 4849.963379
	Iteration 37Q: 3 clusters Score -1363575 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 16206 members 
Entering Unmasked Estep 
Score: -1363576.000000 Penalty: 4849.963379
	Iteration 38Q: 3 clusters Score -1363576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -1363575.500000 Penalty: 4849.963379
	Iteration 39Q: 3 clusters Score -1363576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 16212 members 
Entering Unmasked Estep 
Score: -1363577.875000 Penalty: 4849.963379
	Iteration 40F: 3 clusters Score -1363578 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -1363580.875000 Penalty: 4849.963379
	Iteration 41Q: 3 clusters Score -1363581 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -1363585.375000 Penalty: 4849.963379
	Iteration 42Q: 3 clusters Score -1363585 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 16236 members 
Entering Unmasked Estep 
Score: -1363587.625000 Penalty: 4849.963379
	Iteration 43Q: 3 clusters Score -1363588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 16242 members 
Entering Unmasked Estep 
Score: -1363589.375000 Penalty: 4849.963379
	Iteration 44Q: 3 clusters Score -1363589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 16246 members 
Entering Unmasked Estep 
Score: -1363591.750000 Penalty: 4849.963379
	Iteration 45Q: 3 clusters Score -1363592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -1363590.000000 Penalty: 4849.963379
	Iteration 46Q: 3 clusters Score -1363590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -1363590.750000 Penalty: 4849.963379
	Iteration 47Q: 3 clusters Score -1363591 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -1363592.875000 Penalty: 4849.963379
	Iteration 48Q: 3 clusters Score -1363593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -1363593.750000 Penalty: 4849.963379
	Iteration 49Q: 3 clusters Score -1363594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
Score: -1363594.625000 Penalty: 4849.963379
	Iteration 50Q: 3 clusters Score -1363595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 16256 members 
Entering Unmasked Estep 
Score: -1363593.250000 Penalty: 4849.963379
	Iteration 51Q: 3 clusters Score -1363593 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 16256 members 
Entering Unmasked Estep 
Score: -1363593.250000 Penalty: 4849.963379
	Iteration 52F: 3 clusters Score -1363593 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Entering Unmasked Estep 
Score: -364208.406250 Penalty: 2108.968506
	Iteration 0F: 2 clusters Score -364208.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -359764.093750 Penalty: 4217.937012
	Iteration 0F: 3 clusters Score -359764.1 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -360903.281250 Penalty: 4217.937012
	Iteration 1F: 3 clusters Score -360903.3 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -361448.250000 Penalty: 4217.937012
	Iteration 2F: 3 clusters Score -361448.2 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -362045.906250 Penalty: 4217.937012
	Iteration 3F: 3 clusters Score -362045.9 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -362543.281250 Penalty: 4217.937012
	Iteration 4F: 3 clusters Score -362543.3 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -362851.718750 Penalty: 4217.937012
	Iteration 5F: 3 clusters Score -362851.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -363034.062500 Penalty: 4217.937012
	Iteration 6F: 3 clusters Score -363034.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -363135.531250 Penalty: 4217.937012
	Iteration 7Q: 3 clusters Score -363135.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -363184.656250 Penalty: 4217.937012
	Iteration 8Q: 3 clusters Score -363184.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -363231.843750 Penalty: 4217.937012
	Iteration 9Q: 3 clusters Score -363231.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -363286.281250 Penalty: 4217.937012
	Iteration 10Q: 3 clusters Score -363286.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -363317.468750 Penalty: 4217.937012
	Iteration 11Q: 3 clusters Score -363317.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -363340.781250 Penalty: 4217.937012
	Iteration 12Q: 3 clusters Score -363340.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -363354.125000 Penalty: 4217.937012
	Iteration 13Q: 3 clusters Score -363354.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -363363.781250 Penalty: 4217.937012
	Iteration 14Q: 3 clusters Score -363363.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -363374.281250 Penalty: 4217.937012
	Iteration 15Q: 3 clusters Score -363374.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -363385.625000 Penalty: 4217.937012
	Iteration 16Q: 3 clusters Score -363385.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -363392.687500 Penalty: 4217.937012
	Iteration 17Q: 3 clusters Score -363392.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -363398.281250 Penalty: 4217.937012
	Iteration 18Q: 3 clusters Score -363398.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -363402.968750 Penalty: 4217.937012
	Iteration 19Q: 3 clusters Score -363403 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -363406.468750 Penalty: 4217.937012
	Iteration 20F: 3 clusters Score -363406.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -363408.906250 Penalty: 4217.937012
	Iteration 21Q: 3 clusters Score -363408.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -363410.593750 Penalty: 4217.937012
	Iteration 22Q: 3 clusters Score -363410.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -363412.406250 Penalty: 4217.937012
	Iteration 23Q: 3 clusters Score -363412.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -363413.468750 Penalty: 4217.937012
	Iteration 24Q: 3 clusters Score -363413.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -363413.156250 Penalty: 4217.937012
	Iteration 25Q: 3 clusters Score -363413.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -363414.906250 Penalty: 4217.937012
	Iteration 26Q: 3 clusters Score -363414.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -363416.250000 Penalty: 4217.937012
	Iteration 27Q: 3 clusters Score -363416.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -363418.312500 Penalty: 4217.937012
	Iteration 28Q: 3 clusters Score -363418.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -363419.750000 Penalty: 4217.937012
	Iteration 29Q: 3 clusters Score -363419.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -363421.406250 Penalty: 4217.937012
	Iteration 30Q: 3 clusters Score -363421.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -363422.312500 Penalty: 4217.937012
	Iteration 31Q: 3 clusters Score -363422.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -363422.843750 Penalty: 4217.937012
	Iteration 32Q: 3 clusters Score -363422.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -363423.062500 Penalty: 4217.937012
	Iteration 33Q: 3 clusters Score -363423.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -363422.937500 Penalty: 4217.937012
	Iteration 34Q: 3 clusters Score -363422.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -363423.656250 Penalty: 4217.937012
	Iteration 35Q: 3 clusters Score -363423.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -363424.343750 Penalty: 4217.937012
	Iteration 36Q: 3 clusters Score -363424.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -363424.406250 Penalty: 4217.937012
	Iteration 37Q: 3 clusters Score -363424.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -363426.218750 Penalty: 4217.937012
	Iteration 38Q: 3 clusters Score -363426.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -363428.031250 Penalty: 4217.937012
	Iteration 39Q: 3 clusters Score -363428 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -363430.812500 Penalty: 4217.937012
	Iteration 40F: 3 clusters Score -363430.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -363431.531250 Penalty: 4217.937012
	Iteration 41Q: 3 clusters Score -363431.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -363432.687500 Penalty: 4217.937012
	Iteration 42Q: 3 clusters Score -363432.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -363434.281250 Penalty: 4217.937012
	Iteration 43Q: 3 clusters Score -363434.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -363434.093750 Penalty: 4217.937012
	Iteration 44Q: 3 clusters Score -363434.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -363435.281250 Penalty: 4217.937012
	Iteration 45Q: 3 clusters Score -363435.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -363435.437500 Penalty: 4217.937012
	Iteration 46Q: 3 clusters Score -363435.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -363437.781250 Penalty: 4217.937012
	Iteration 47Q: 3 clusters Score -363437.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -363440.343750 Penalty: 4217.937012
	Iteration 48Q: 3 clusters Score -363440.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -363442.937500 Penalty: 4217.937012
	Iteration 49Q: 3 clusters Score -363442.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -363443.250000 Penalty: 4217.937012
	Iteration 50Q: 3 clusters Score -363443.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -363443.250000 Penalty: 4217.937012
	Iteration 51F: 3 clusters Score -363443.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (11464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Entering Unmasked Estep 
Score: -872425.812500 Penalty: 2318.047852
	Iteration 0F: 2 clusters Score -872425.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -863759.875000 Penalty: 4636.095703
	Iteration 0F: 3 clusters Score -863759.9 nChanged 4821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -866501.125000 Penalty: 4636.095703
	Iteration 1F: 3 clusters Score -866501.1 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -867011.125000 Penalty: 4636.095703
	Iteration 2F: 3 clusters Score -867011.1 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -867632.687500 Penalty: 4636.095703
	Iteration 3F: 3 clusters Score -867632.7 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -868736.750000 Penalty: 4636.095703
	Iteration 4F: 3 clusters Score -868736.8 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -870487.000000 Penalty: 4636.095703
	Iteration 5F: 3 clusters Score -870487 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -871881.312500 Penalty: 4636.095703
	Iteration 6F: 3 clusters Score -871881.3 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -872531.750000 Penalty: 4636.095703
	Iteration 7F: 3 clusters Score -872531.8 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -873023.812500 Penalty: 4636.095703
	Iteration 8Q: 3 clusters Score -873023.8 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -873508.687500 Penalty: 4636.095703
	Iteration 9Q: 3 clusters Score -873508.7 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -873990.375000 Penalty: 4636.095703
	Iteration 10Q: 3 clusters Score -873990.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -874454.437500 Penalty: 4636.095703
	Iteration 11Q: 3 clusters Score -874454.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -874751.437500 Penalty: 4636.095703
	Iteration 12Q: 3 clusters Score -874751.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -874887.625000 Penalty: 4636.095703
	Iteration 13Q: 3 clusters Score -874887.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -874941.187500 Penalty: 4636.095703
	Iteration 14Q: 3 clusters Score -874941.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -874966.500000 Penalty: 4636.095703
	Iteration 15Q: 3 clusters Score -874966.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -874972.125000 Penalty: 4636.095703
	Iteration 16Q: 3 clusters Score -874972.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -874974.187500 Penalty: 4636.095703
	Iteration 17Q: 3 clusters Score -874974.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -874976.500000 Penalty: 4636.095703
	Iteration 18Q: 3 clusters Score -874976.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -874977.375000 Penalty: 4636.095703
	Iteration 19Q: 3 clusters Score -874977.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -874979.000000 Penalty: 4636.095703
	Iteration 20F: 3 clusters Score -874979 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 5443 members 
Mstep: Class 3 contains 75174 members 
Mstep: Class 4 contains 1707 members 
Mstep: Class 5 contains 277558 members 
Mstep: Class 6 contains 2420 members 
Mstep: Class 7 contains 11552 members 
Mstep: Class 8 contains 36331 members 
Mstep: Class 9 contains 4957 members 
Mstep: Class 10 contains 24438 members 
Mstep: Class 11 contains 196028 members 
Mstep: Class 12 contains 48531 members 
Mstep: Class 13 contains 156525 members 
Mstep: Class 14 contains 306773 members 
Mstep: Class 15 contains 73539 members 
Mstep: Class 16 contains 45414 members 
Mstep: Class 17 contains 1819 members 
Mstep: Class 18 contains 17644 members 
Mstep: Class 19 contains 4934 members 
Mstep: Class 20 contains 8753 members 
Mstep: Class 21 contains 56501 members 
Mstep: Class 22 contains 22758 members 
Mstep: Class 23 contains 8349 members 
Mstep: Class 24 contains 4865 members 
Mstep: Class 25 contains 26021 members 
Mstep: Class 26 contains 16746 members 
Mstep: Class 27 contains 6388 members 
Mstep: Class 28 contains 10902 members 
Mstep: Class 29 contains 2711 members 
Entering Unmasked Estep 
Score: -111909880.000000 Penalty: 102098.093750
Splitting cluster 20 changes total score from -111880600.000000 to -111909880.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 21 (56501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56501 members 
Entering Unmasked Estep 
Score: -4402658.000000 Penalty: 2713.619385
	Iteration 0F: 2 clusters Score -4402658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28273 members 
Mstep: Class 2 contains 28228 members 
Entering Unmasked Estep 
Score: -4364680.500000 Penalty: 5427.238770
	Iteration 0F: 3 clusters Score -4364680 nChanged 26383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28620 members 
Mstep: Class 2 contains 27881 members 
Entering Unmasked Estep 
Score: -4380405.500000 Penalty: 5427.238770
	Iteration 1F: 3 clusters Score -4380406 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28988 members 
Mstep: Class 2 contains 27513 members 
Entering Unmasked Estep 
Score: -4382594.500000 Penalty: 5427.238770
	Iteration 2F: 3 clusters Score -4382594 nChanged 3900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30026 members 
Mstep: Class 2 contains 26475 members 
Entering Unmasked Estep 
Score: -4385731.500000 Penalty: 5427.238770
	Iteration 3F: 3 clusters Score -4385732 nChanged 4598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31886 members 
Mstep: Class 2 contains 24615 members 
Entering Unmasked Estep 
Score: -4389560.500000 Penalty: 5427.238770
	Iteration 4F: 3 clusters Score -4389560 nChanged 4685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34367 members 
Mstep: Class 2 contains 22134 members 
Entering Unmasked Estep 
Score: -4393615.000000 Penalty: 5427.238770
	Iteration 5F: 3 clusters Score -4393615 nChanged 4088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36835 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -4397209.000000 Penalty: 5427.238770
	Iteration 6F: 3 clusters Score -4397209 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38595 members 
Mstep: Class 2 contains 17906 members 
Entering Unmasked Estep 
Score: -4399629.000000 Penalty: 5427.238770
	Iteration 7F: 3 clusters Score -4399629 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39943 members 
Mstep: Class 2 contains 16558 members 
Entering Unmasked Estep 
Score: -4400949.500000 Penalty: 5427.238770
	Iteration 8Q: 3 clusters Score -4400950 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41049 members 
Mstep: Class 2 contains 15452 members 
Entering Unmasked Estep 
Score: -4401628.000000 Penalty: 5427.238770
	Iteration 9Q: 3 clusters Score -4401628 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42001 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -4402118.500000 Penalty: 5427.238770
	Iteration 10Q: 3 clusters Score -4402118 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42827 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -4402471.000000 Penalty: 5427.238770
	Iteration 11Q: 3 clusters Score -4402471 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43546 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -4402763.500000 Penalty: 5427.238770
	Iteration 12Q: 3 clusters Score -4402764 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44210 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -4402998.500000 Penalty: 5427.238770
	Iteration 13Q: 3 clusters Score -4402998 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44779 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -4403149.000000 Penalty: 5427.238770
	Iteration 14Q: 3 clusters Score -4403149 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45226 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -4403275.000000 Penalty: 5427.238770
	Iteration 15Q: 3 clusters Score -4403275 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45581 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -4403343.000000 Penalty: 5427.238770
	Iteration 16Q: 3 clusters Score -4403343 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45891 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -4403378.500000 Penalty: 5427.238770
	Iteration 17Q: 3 clusters Score -4403378 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46163 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -4403447.000000 Penalty: 5427.238770
	Iteration 18Q: 3 clusters Score -4403447 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46374 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -4403473.500000 Penalty: 5427.238770
	Iteration 19Q: 3 clusters Score -4403474 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46553 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -4403518.500000 Penalty: 5427.238770
	Iteration 20F: 3 clusters Score -4403518 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46705 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -4403540.000000 Penalty: 5427.238770
	Iteration 21Q: 3 clusters Score -4403540 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46826 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -4403533.500000 Penalty: 5427.238770
	Iteration 22Q: 3 clusters Score -4403534 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46923 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -4403532.000000 Penalty: 5427.238770
	Iteration 23Q: 3 clusters Score -4403532 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47001 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -4403536.500000 Penalty: 5427.238770
	Iteration 24Q: 3 clusters Score -4403536 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47053 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -4403550.000000 Penalty: 5427.238770
	Iteration 25Q: 3 clusters Score -4403550 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47101 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -4403545.000000 Penalty: 5427.238770
	Iteration 26Q: 3 clusters Score -4403545 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47143 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -4403552.500000 Penalty: 5427.238770
	Iteration 27Q: 3 clusters Score -4403552 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47187 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -4403558.500000 Penalty: 5427.238770
	Iteration 28Q: 3 clusters Score -4403558 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47215 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -4403558.500000 Penalty: 5427.238770
	Iteration 29Q: 3 clusters Score -4403558 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47237 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -4403557.500000 Penalty: 5427.238770
	Iteration 30Q: 3 clusters Score -4403558 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47260 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -4403565.000000 Penalty: 5427.238770
	Iteration 31Q: 3 clusters Score -4403565 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47278 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -4403579.500000 Penalty: 5427.238770
	Iteration 32Q: 3 clusters Score -4403580 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47292 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -4403567.500000 Penalty: 5427.238770
	Iteration 33Q: 3 clusters Score -4403568 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47306 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -4403565.000000 Penalty: 5427.238770
	Iteration 34Q: 3 clusters Score -4403565 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47317 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -4403570.500000 Penalty: 5427.238770
	Iteration 35Q: 3 clusters Score -4403570 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47328 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -4403565.000000 Penalty: 5427.238770
	Iteration 36Q: 3 clusters Score -4403565 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47339 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -4403565.500000 Penalty: 5427.238770
	Iteration 37Q: 3 clusters Score -4403566 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47351 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -4403564.500000 Penalty: 5427.238770
	Iteration 38Q: 3 clusters Score -4403564 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47364 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -4403572.500000 Penalty: 5427.238770
	Iteration 39Q: 3 clusters Score -4403572 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47374 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -4403580.000000 Penalty: 5427.238770
	Iteration 40F: 3 clusters Score -4403580 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47387 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -4403584.500000 Penalty: 5427.238770
	Iteration 41Q: 3 clusters Score -4403584 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47403 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -4403578.500000 Penalty: 5427.238770
	Iteration 42Q: 3 clusters Score -4403578 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47418 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -4403587.000000 Penalty: 5427.238770
	Iteration 43Q: 3 clusters Score -4403587 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47426 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -4403585.500000 Penalty: 5427.238770
	Iteration 44Q: 3 clusters Score -4403586 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47435 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -4403588.000000 Penalty: 5427.238770
	Iteration 45Q: 3 clusters Score -4403588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47438 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -4403583.000000 Penalty: 5427.238770
	Iteration 46Q: 3 clusters Score -4403583 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47441 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -4403584.500000 Penalty: 5427.238770
	Iteration 47Q: 3 clusters Score -4403584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47442 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -4403584.000000 Penalty: 5427.238770
	Iteration 48Q: 3 clusters Score -4403584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47443 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -4403583.000000 Penalty: 5427.238770
	Iteration 49Q: 3 clusters Score -4403583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47444 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -4403583.500000 Penalty: 5427.238770
	Iteration 50Q: 3 clusters Score -4403584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47444 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -4403583.500000 Penalty: 5427.238770
	Iteration 51F: 3 clusters Score -4403584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 5443 members 
Mstep: Class 3 contains 75174 members 
Mstep: Class 4 contains 1707 members 
Mstep: Class 5 contains 277558 members 
Mstep: Class 6 contains 2420 members 
Mstep: Class 7 contains 11552 members 
Mstep: Class 8 contains 36331 members 
Mstep: Class 9 contains 4957 members 
Mstep: Class 10 contains 24438 members 
Mstep: Class 11 contains 196028 members 
Mstep: Class 12 contains 48531 members 
Mstep: Class 13 contains 156525 members 
Mstep: Class 14 contains 306773 members 
Mstep: Class 15 contains 73539 members 
Mstep: Class 16 contains 45414 members 
Mstep: Class 17 contains 1819 members 
Mstep: Class 18 contains 17644 members 
Mstep: Class 19 contains 4934 members 
Mstep: Class 20 contains 8753 members 
Mstep: Class 21 contains 47444 members 
Mstep: Class 22 contains 22758 members 
Mstep: Class 23 contains 8349 members 
Mstep: Class 24 contains 4865 members 
Mstep: Class 25 contains 26021 members 
Mstep: Class 26 contains 16746 members 
Mstep: Class 27 contains 6388 members 
Mstep: Class 28 contains 10902 members 
Mstep: Class 29 contains 2711 members 
Mstep: Class 30 contains 9057 members 
Entering Unmasked Estep 
Score: -111910440.000000 Penalty: 105618.718750
Splitting cluster 21 changes total score from -111880600.000000 to -111910440.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 22 (22758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22758 members 
Entering Unmasked Estep 
Score: -1870469.750000 Penalty: 2488.102539
	Iteration 0F: 2 clusters Score -1870470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -1854599.625000 Penalty: 4976.205078
	Iteration 0F: 3 clusters Score -1854600 nChanged 10162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -1860922.875000 Penalty: 4976.205078
	Iteration 1F: 3 clusters Score -1860923 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -1862029.125000 Penalty: 4976.205078
	Iteration 2F: 3 clusters Score -1862029 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -1863064.000000 Penalty: 4976.205078
	Iteration 3F: 3 clusters Score -1863064 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -1864145.500000 Penalty: 4976.205078
	Iteration 4F: 3 clusters Score -1864146 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -1865258.500000 Penalty: 4976.205078
	Iteration 5F: 3 clusters Score -1865258 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
Score: -1866243.250000 Penalty: 4976.205078
	Iteration 6F: 3 clusters Score -1866243 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 16154 members 
Entering Unmasked Estep 
Score: -1866929.750000 Penalty: 4976.205078
	Iteration 7Q: 3 clusters Score -1866930 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -1867300.125000 Penalty: 4976.205078
	Iteration 8Q: 3 clusters Score -1867300 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 17066 members 
Entering Unmasked Estep 
Score: -1867581.875000 Penalty: 4976.205078
	Iteration 9Q: 3 clusters Score -1867582 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 17448 members 
Entering Unmasked Estep 
Score: -1867784.000000 Penalty: 4976.205078
	Iteration 10Q: 3 clusters Score -1867784 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 17776 members 
Entering Unmasked Estep 
Score: -1867931.875000 Penalty: 4976.205078
	Iteration 11Q: 3 clusters Score -1867932 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 18051 members 
Entering Unmasked Estep 
Score: -1868041.500000 Penalty: 4976.205078
	Iteration 12Q: 3 clusters Score -1868042 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 18295 members 
Entering Unmasked Estep 
Score: -1868126.375000 Penalty: 4976.205078
	Iteration 13Q: 3 clusters Score -1868126 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 18520 members 
Entering Unmasked Estep 
Score: -1868200.250000 Penalty: 4976.205078
	Iteration 14Q: 3 clusters Score -1868200 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 18758 members 
Entering Unmasked Estep 
Score: -1868287.625000 Penalty: 4976.205078
	Iteration 15Q: 3 clusters Score -1868288 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 18989 members 
Entering Unmasked Estep 
Score: -1868375.750000 Penalty: 4976.205078
	Iteration 16Q: 3 clusters Score -1868376 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 19200 members 
Entering Unmasked Estep 
Score: -1868438.125000 Penalty: 4976.205078
	Iteration 17Q: 3 clusters Score -1868438 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 19393 members 
Entering Unmasked Estep 
Score: -1868506.500000 Penalty: 4976.205078
	Iteration 18Q: 3 clusters Score -1868506 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 19593 members 
Entering Unmasked Estep 
Score: -1868575.750000 Penalty: 4976.205078
	Iteration 19Q: 3 clusters Score -1868576 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 19773 members 
Entering Unmasked Estep 
Score: -1868628.500000 Penalty: 4976.205078
	Iteration 20F: 3 clusters Score -1868628 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 19947 members 
Entering Unmasked Estep 
Score: -1868693.250000 Penalty: 4976.205078
	Iteration 21Q: 3 clusters Score -1868693 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 20090 members 
Entering Unmasked Estep 
Score: -1868738.375000 Penalty: 4976.205078
	Iteration 22Q: 3 clusters Score -1868738 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 20221 members 
Entering Unmasked Estep 
Score: -1868785.500000 Penalty: 4976.205078
	Iteration 23Q: 3 clusters Score -1868786 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 20346 members 
Entering Unmasked Estep 
Score: -1868829.250000 Penalty: 4976.205078
	Iteration 24Q: 3 clusters Score -1868829 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 20463 members 
Entering Unmasked Estep 
Score: -1868865.750000 Penalty: 4976.205078
	Iteration 25Q: 3 clusters Score -1868866 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 20575 members 
Entering Unmasked Estep 
Score: -1868897.750000 Penalty: 4976.205078
	Iteration 26Q: 3 clusters Score -1868898 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 20654 members 
Entering Unmasked Estep 
Score: -1868928.500000 Penalty: 4976.205078
	Iteration 27Q: 3 clusters Score -1868928 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 20739 members 
Entering Unmasked Estep 
Score: -1868950.625000 Penalty: 4976.205078
	Iteration 28Q: 3 clusters Score -1868951 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 20822 members 
Entering Unmasked Estep 
Score: -1868987.375000 Penalty: 4976.205078
	Iteration 29Q: 3 clusters Score -1868987 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 20904 members 
Entering Unmasked Estep 
Score: -1869017.500000 Penalty: 4976.205078
	Iteration 30Q: 3 clusters Score -1869018 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 20964 members 
Entering Unmasked Estep 
Score: -1869033.875000 Penalty: 4976.205078
	Iteration 31Q: 3 clusters Score -1869034 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 21014 members 
Entering Unmasked Estep 
Score: -1869056.250000 Penalty: 4976.205078
	Iteration 32Q: 3 clusters Score -1869056 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 21064 members 
Entering Unmasked Estep 
Score: -1869066.125000 Penalty: 4976.205078
	Iteration 33Q: 3 clusters Score -1869066 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 21114 members 
Entering Unmasked Estep 
Score: -1869091.500000 Penalty: 4976.205078
	Iteration 34Q: 3 clusters Score -1869092 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 21169 members 
Entering Unmasked Estep 
Score: -1869108.875000 Penalty: 4976.205078
	Iteration 35Q: 3 clusters Score -1869109 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 21211 members 
Entering Unmasked Estep 
Score: -1869119.625000 Penalty: 4976.205078
	Iteration 36Q: 3 clusters Score -1869120 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 21252 members 
Entering Unmasked Estep 
Score: -1869136.750000 Penalty: 4976.205078
	Iteration 37Q: 3 clusters Score -1869137 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 21298 members 
Entering Unmasked Estep 
Score: -1869154.250000 Penalty: 4976.205078
	Iteration 38Q: 3 clusters Score -1869154 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 21344 members 
Entering Unmasked Estep 
Score: -1869169.375000 Penalty: 4976.205078
	Iteration 39Q: 3 clusters Score -1869169 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 21380 members 
Entering Unmasked Estep 
Score: -1869177.375000 Penalty: 4976.205078
	Iteration 40F: 3 clusters Score -1869177 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 21414 members 
Entering Unmasked Estep 
Score: -1869189.000000 Penalty: 4976.205078
	Iteration 41Q: 3 clusters Score -1869189 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 21438 members 
Entering Unmasked Estep 
Score: -1869195.000000 Penalty: 4976.205078
	Iteration 42Q: 3 clusters Score -1869195 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 21455 members 
Entering Unmasked Estep 
Score: -1869202.375000 Penalty: 4976.205078
	Iteration 43Q: 3 clusters Score -1869202 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 21472 members 
Entering Unmasked Estep 
Score: -1869211.250000 Penalty: 4976.205078
	Iteration 44Q: 3 clusters Score -1869211 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 21489 members 
Entering Unmasked Estep 
Score: -1869214.250000 Penalty: 4976.205078
	Iteration 45Q: 3 clusters Score -1869214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 21496 members 
Entering Unmasked Estep 
Score: -1869217.250000 Penalty: 4976.205078
	Iteration 46Q: 3 clusters Score -1869217 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 21506 members 
Entering Unmasked Estep 
Score: -1869221.125000 Penalty: 4976.205078
	Iteration 47Q: 3 clusters Score -1869221 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 21511 members 
Entering Unmasked Estep 
Score: -1869219.250000 Penalty: 4976.205078
	Iteration 48Q: 3 clusters Score -1869219 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 21517 members 
Entering Unmasked Estep 
Score: -1869218.250000 Penalty: 4976.205078
	Iteration 49Q: 3 clusters Score -1869218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 21524 members 
Entering Unmasked Estep 
Score: -1869221.250000 Penalty: 4976.205078
	Iteration 50Q: 3 clusters Score -1869221 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 21532 members 
Entering Unmasked Estep 
Score: -1869220.125000 Penalty: 4976.205078
	Iteration 51Q: 3 clusters Score -1869220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 21536 members 
Entering Unmasked Estep 
Score: -1869223.500000 Penalty: 4976.205078
	Iteration 52Q: 3 clusters Score -1869224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 21538 members 
Entering Unmasked Estep 
Score: -1869225.625000 Penalty: 4976.205078
	Iteration 53Q: 3 clusters Score -1869226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 21539 members 
Entering Unmasked Estep 
Score: -1869226.500000 Penalty: 4976.205078
	Iteration 54Q: 3 clusters Score -1869226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 21540 members 
Entering Unmasked Estep 
Score: -1869225.375000 Penalty: 4976.205078
	Iteration 55Q: 3 clusters Score -1869225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 21541 members 
Entering Unmasked Estep 
Score: -1869224.250000 Penalty: 4976.205078
	Iteration 56Q: 3 clusters Score -1869224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 21541 members 
Entering Unmasked Estep 
Score: -1869224.250000 Penalty: 4976.205078
	Iteration 57F: 3 clusters Score -1869224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 5443 members 
Mstep: Class 3 contains 75174 members 
Mstep: Class 4 contains 1707 members 
Mstep: Class 5 contains 277558 members 
Mstep: Class 6 contains 2420 members 
Mstep: Class 7 contains 11552 members 
Mstep: Class 8 contains 36331 members 
Mstep: Class 9 contains 4957 members 
Mstep: Class 11 contains 196028 members 
Mstep: Class 12 contains 48531 members 
Mstep: Class 13 contains 156525 members 
Mstep: Class 14 contains 306773 members 
Mstep: Class 15 contains 73539 members 
Mstep: Class 16 contains 45414 members 
Mstep: Class 17 contains 1819 members 
Mstep: Class 18 contains 17644 members 
Mstep: Class 19 contains 4934 members 
Mstep: Class 20 contains 8753 members 
Mstep: Class 21 contains 47444 members 
Mstep: Class 22 contains 22758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111924528.000000 Penalty: 105618.718750
Iteration 39Q: 31 clusters Score -1.119245e+08 nChanged 24540
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 5100 members 
Mstep: Class 3 contains 75438 members 
Mstep: Class 4 contains 1903 members 
Mstep: Class 5 contains 280207 members 
Mstep: Class 6 contains 2952 members 
Mstep: Class 7 contains 11450 members 
Mstep: Class 8 contains 35278 members 
Mstep: Class 9 contains 5057 members 
Mstep: Class 10 contains 26155 members 
Mstep: Class 11 contains 197943 members 
Mstep: Class 12 contains 48258 members 
Mstep: Class 13 contains 156691 members 
Mstep: Class 14 contains 301069 members 
Mstep: Class 15 contains 73519 members 
Mstep: Class 16 contains 47349 members 
Mstep: Class 17 contains 1897 members 
Mstep: Class 18 contains 17944 members 
Mstep: Class 19 contains 4886 members 
Mstep: Class 20 contains 8653 members 
Mstep: Class 21 contains 47277 members 
Mstep: Class 22 contains 23090 members 
Mstep: Class 23 contains 8237 members 
Mstep: Class 24 contains 5148 members 
Mstep: Class 25 contains 24434 members 
Mstep: Class 26 contains 15881 members 
Mstep: Class 27 contains 6272 members 
Mstep: Class 28 contains 10861 members 
Mstep: Class 29 contains 2797 members 
Mstep: Class 30 contains 8606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111935712.000000 Penalty: 105618.718750
Iteration 40F: 31 clusters Score -1.119357e+08 nChanged 18568
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 4686 members 
Mstep: Class 3 contains 75525 members 
Mstep: Class 4 contains 2063 members 
Mstep: Class 5 contains 281763 members 
Mstep: Class 6 contains 3226 members 
Mstep: Class 7 contains 11304 members 
Mstep: Class 8 contains 34446 members 
Mstep: Class 9 contains 5097 members 
Mstep: Class 10 contains 27010 members 
Mstep: Class 11 contains 199191 members 
Mstep: Class 12 contains 47917 members 
Mstep: Class 13 contains 156216 members 
Mstep: Class 14 contains 295092 members 
Mstep: Class 15 contains 73405 members 
Mstep: Class 16 contains 49130 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 18096 members 
Mstep: Class 19 contains 4815 members 
Mstep: Class 20 contains 8598 members 
Mstep: Class 21 contains 46726 members 
Mstep: Class 22 contains 23385 members 
Mstep: Class 23 contains 8452 members 
Mstep: Class 24 contains 5831 members 
Mstep: Class 25 contains 24506 members 
Mstep: Class 26 contains 16712 members 
Mstep: Class 27 contains 6242 members 
Mstep: Class 28 contains 10921 members 
Mstep: Class 29 contains 3011 members 
Mstep: Class 30 contains 8835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111939928.000000 Penalty: 105618.718750
Iteration 41Q: 31 clusters Score -1.119399e+08 nChanged 13525
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 4399 members 
Mstep: Class 3 contains 75621 members 
Mstep: Class 4 contains 2214 members 
Mstep: Class 5 contains 283533 members 
Mstep: Class 6 contains 3457 members 
Mstep: Class 7 contains 11256 members 
Mstep: Class 8 contains 33870 members 
Mstep: Class 9 contains 5138 members 
Mstep: Class 10 contains 27603 members 
Mstep: Class 11 contains 200407 members 
Mstep: Class 12 contains 47706 members 
Mstep: Class 13 contains 155883 members 
Mstep: Class 14 contains 289201 members 
Mstep: Class 15 contains 73353 members 
Mstep: Class 16 contains 50986 members 
Mstep: Class 17 contains 1884 members 
Mstep: Class 18 contains 18246 members 
Mstep: Class 19 contains 4766 members 
Mstep: Class 20 contains 8554 members 
Mstep: Class 21 contains 46373 members 
Mstep: Class 22 contains 23622 members 
Mstep: Class 23 contains 8545 members 
Mstep: Class 24 contains 6308 members 
Mstep: Class 25 contains 24570 members 
Mstep: Class 26 contains 17126 members 
Mstep: Class 27 contains 6203 members 
Mstep: Class 28 contains 10963 members 
Mstep: Class 29 contains 3130 members 
Mstep: Class 30 contains 8998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111943040.000000 Penalty: 105618.718750
Iteration 42Q: 31 clusters Score -1.11943e+08 nChanged 11344
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 4197 members 
Mstep: Class 3 contains 75699 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 285431 members 
Mstep: Class 6 contains 3617 members 
Mstep: Class 7 contains 11224 members 
Mstep: Class 8 contains 33529 members 
Mstep: Class 9 contains 5169 members 
Mstep: Class 10 contains 28019 members 
Mstep: Class 11 contains 201570 members 
Mstep: Class 12 contains 47568 members 
Mstep: Class 13 contains 155668 members 
Mstep: Class 14 contains 283321 members 
Mstep: Class 15 contains 73321 members 
Mstep: Class 16 contains 52927 members 
Mstep: Class 17 contains 1878 members 
Mstep: Class 18 contains 18397 members 
Mstep: Class 19 contains 4725 members 
Mstep: Class 20 contains 8527 members 
Mstep: Class 21 contains 46142 members 
Mstep: Class 22 contains 23855 members 
Mstep: Class 23 contains 8604 members 
Mstep: Class 24 contains 6645 members 
Mstep: Class 25 contains 24569 members 
Mstep: Class 26 contains 17344 members 
Mstep: Class 27 contains 6170 members 
Mstep: Class 28 contains 10989 members 
Mstep: Class 29 contains 3217 members 
Mstep: Class 30 contains 9135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111945184.000000 Penalty: 105618.718750
Iteration 43Q: 31 clusters Score -1.119452e+08 nChanged 10249
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 4071 members 
Mstep: Class 3 contains 75802 members 
Mstep: Class 4 contains 2421 members 
Mstep: Class 5 contains 287445 members 
Mstep: Class 6 contains 3748 members 
Mstep: Class 7 contains 11198 members 
Mstep: Class 8 contains 33255 members 
Mstep: Class 9 contains 5183 members 
Mstep: Class 10 contains 28332 members 
Mstep: Class 11 contains 202694 members 
Mstep: Class 12 contains 47478 members 
Mstep: Class 13 contains 155493 members 
Mstep: Class 14 contains 277346 members 
Mstep: Class 15 contains 73302 members 
Mstep: Class 16 contains 55003 members 
Mstep: Class 17 contains 1889 members 
Mstep: Class 18 contains 18535 members 
Mstep: Class 19 contains 4691 members 
Mstep: Class 20 contains 8511 members 
Mstep: Class 21 contains 45954 members 
Mstep: Class 22 contains 24089 members 
Mstep: Class 23 contains 8647 members 
Mstep: Class 24 contains 6897 members 
Mstep: Class 25 contains 24565 members 
Mstep: Class 26 contains 17500 members 
Mstep: Class 27 contains 6142 members 
Mstep: Class 28 contains 10995 members 
Mstep: Class 29 contains 3299 members 
Mstep: Class 30 contains 9238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111947304.000000 Penalty: 105618.718750
Iteration 44Q: 31 clusters Score -1.119473e+08 nChanged 9574
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 3978 members 
Mstep: Class 3 contains 75875 members 
Mstep: Class 4 contains 2486 members 
Mstep: Class 5 contains 289619 members 
Mstep: Class 6 contains 3870 members 
Mstep: Class 7 contains 11188 members 
Mstep: Class 8 contains 33084 members 
Mstep: Class 9 contains 5196 members 
Mstep: Class 10 contains 28519 members 
Mstep: Class 11 contains 203721 members 
Mstep: Class 12 contains 47418 members 
Mstep: Class 13 contains 155366 members 
Mstep: Class 14 contains 271334 members 
Mstep: Class 15 contains 73307 members 
Mstep: Class 16 contains 57142 members 
Mstep: Class 17 contains 1918 members 
Mstep: Class 18 contains 18688 members 
Mstep: Class 19 contains 4651 members 
Mstep: Class 20 contains 8504 members 
Mstep: Class 21 contains 45809 members 
Mstep: Class 22 contains 24293 members 
Mstep: Class 23 contains 8683 members 
Mstep: Class 24 contains 7057 members 
Mstep: Class 25 contains 24586 members 
Mstep: Class 26 contains 17590 members 
Mstep: Class 27 contains 6126 members 
Mstep: Class 28 contains 10982 members 
Mstep: Class 29 contains 3353 members 
Mstep: Class 30 contains 9332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111948904.000000 Penalty: 105618.718750
Iteration 45Q: 31 clusters Score -1.119489e+08 nChanged 9218
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 3893 members 
Mstep: Class 3 contains 75963 members 
Mstep: Class 4 contains 2559 members 
Mstep: Class 5 contains 291789 members 
Mstep: Class 6 contains 3971 members 
Mstep: Class 7 contains 11183 members 
Mstep: Class 8 contains 32927 members 
Mstep: Class 9 contains 5200 members 
Mstep: Class 10 contains 28657 members 
Mstep: Class 11 contains 204733 members 
Mstep: Class 12 contains 47385 members 
Mstep: Class 13 contains 155263 members 
Mstep: Class 14 contains 265312 members 
Mstep: Class 15 contains 73286 members 
Mstep: Class 16 contains 59387 members 
Mstep: Class 17 contains 1967 members 
Mstep: Class 18 contains 18787 members 
Mstep: Class 19 contains 4616 members 
Mstep: Class 20 contains 8498 members 
Mstep: Class 21 contains 45691 members 
Mstep: Class 22 contains 24540 members 
Mstep: Class 23 contains 8706 members 
Mstep: Class 24 contains 7209 members 
Mstep: Class 25 contains 24562 members 
Mstep: Class 26 contains 17680 members 
Mstep: Class 27 contains 6122 members 
Mstep: Class 28 contains 10954 members 
Mstep: Class 29 contains 3384 members 
Mstep: Class 30 contains 9400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111949800.000000 Penalty: 105618.718750
Iteration 46Q: 31 clusters Score -1.119498e+08 nChanged 8797
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 3822 members 
Mstep: Class 3 contains 76068 members 
Mstep: Class 4 contains 2622 members 
Mstep: Class 5 contains 294062 members 
Mstep: Class 6 contains 4034 members 
Mstep: Class 7 contains 11178 members 
Mstep: Class 8 contains 32810 members 
Mstep: Class 9 contains 5206 members 
Mstep: Class 10 contains 28780 members 
Mstep: Class 11 contains 205627 members 
Mstep: Class 12 contains 47373 members 
Mstep: Class 13 contains 155189 members 
Mstep: Class 14 contains 259267 members 
Mstep: Class 15 contains 73265 members 
Mstep: Class 16 contains 61700 members 
Mstep: Class 17 contains 2019 members 
Mstep: Class 18 contains 18867 members 
Mstep: Class 19 contains 4583 members 
Mstep: Class 20 contains 8492 members 
Mstep: Class 21 contains 45619 members 
Mstep: Class 22 contains 24771 members 
Mstep: Class 23 contains 8731 members 
Mstep: Class 24 contains 7313 members 
Mstep: Class 25 contains 24559 members 
Mstep: Class 26 contains 17743 members 
Mstep: Class 27 contains 6113 members 
Mstep: Class 28 contains 10925 members 
Mstep: Class 29 contains 3411 members 
Mstep: Class 30 contains 9441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111951552.000000 Penalty: 105618.718750
Iteration 47Q: 31 clusters Score -1.119516e+08 nChanged 8328
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 3764 members 
Mstep: Class 3 contains 76177 members 
Mstep: Class 4 contains 2686 members 
Mstep: Class 5 contains 296351 members 
Mstep: Class 6 contains 4088 members 
Mstep: Class 7 contains 11193 members 
Mstep: Class 8 contains 32746 members 
Mstep: Class 9 contains 5210 members 
Mstep: Class 10 contains 28849 members 
Mstep: Class 11 contains 206378 members 
Mstep: Class 12 contains 47341 members 
Mstep: Class 13 contains 155116 members 
Mstep: Class 14 contains 253360 members 
Mstep: Class 15 contains 73252 members 
Mstep: Class 16 contains 64002 members 
Mstep: Class 17 contains 2067 members 
Mstep: Class 18 contains 18950 members 
Mstep: Class 19 contains 4563 members 
Mstep: Class 20 contains 8488 members 
Mstep: Class 21 contains 45583 members 
Mstep: Class 22 contains 24995 members 
Mstep: Class 23 contains 8754 members 
Mstep: Class 24 contains 7408 members 
Mstep: Class 25 contains 24575 members 
Mstep: Class 26 contains 17770 members 
Mstep: Class 27 contains 6106 members 
Mstep: Class 28 contains 10892 members 
Mstep: Class 29 contains 3431 members 
Mstep: Class 30 contains 9475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111952696.000000 Penalty: 105618.718750
Iteration 48Q: 31 clusters Score -1.119527e+08 nChanged 8032
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 3716 members 
Mstep: Class 3 contains 76318 members 
Mstep: Class 4 contains 2758 members 
Mstep: Class 5 contains 298652 members 
Mstep: Class 6 contains 4129 members 
Mstep: Class 7 contains 11198 members 
Mstep: Class 8 contains 32678 members 
Mstep: Class 9 contains 5209 members 
Mstep: Class 10 contains 28932 members 
Mstep: Class 11 contains 207137 members 
Mstep: Class 12 contains 47342 members 
Mstep: Class 13 contains 155070 members 
Mstep: Class 14 contains 247561 members 
Mstep: Class 15 contains 73257 members 
Mstep: Class 16 contains 66208 members 
Mstep: Class 17 contains 2107 members 
Mstep: Class 18 contains 19032 members 
Mstep: Class 19 contains 4543 members 
Mstep: Class 20 contains 8480 members 
Mstep: Class 21 contains 45556 members 
Mstep: Class 22 contains 25191 members 
Mstep: Class 23 contains 8774 members 
Mstep: Class 24 contains 7463 members 
Mstep: Class 25 contains 24553 members 
Mstep: Class 26 contains 17775 members 
Mstep: Class 27 contains 6101 members 
Mstep: Class 28 contains 10867 members 
Mstep: Class 29 contains 3448 members 
Mstep: Class 30 contains 9501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111953856.000000 Penalty: 105618.718750
Iteration 49Q: 31 clusters Score -1.119539e+08 nChanged 7612
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 3681 members 
Mstep: Class 3 contains 76497 members 
Mstep: Class 4 contains 2819 members 
Mstep: Class 5 contains 300913 members 
Mstep: Class 6 contains 4170 members 
Mstep: Class 7 contains 11218 members 
Mstep: Class 8 contains 32617 members 
Mstep: Class 9 contains 5210 members 
Mstep: Class 10 contains 28996 members 
Mstep: Class 11 contains 207815 members 
Mstep: Class 12 contains 47353 members 
Mstep: Class 13 contains 155021 members 
Mstep: Class 14 contains 241926 members 
Mstep: Class 15 contains 73269 members 
Mstep: Class 16 contains 68325 members 
Mstep: Class 17 contains 2145 members 
Mstep: Class 18 contains 19150 members 
Mstep: Class 19 contains 4527 members 
Mstep: Class 20 contains 8477 members 
Mstep: Class 21 contains 45539 members 
Mstep: Class 22 contains 25367 members 
Mstep: Class 23 contains 8784 members 
Mstep: Class 24 contains 7508 members 
Mstep: Class 25 contains 24521 members 
Mstep: Class 26 contains 17768 members 
Mstep: Class 27 contains 6098 members 
Mstep: Class 28 contains 10842 members 
Mstep: Class 29 contains 3464 members 
Mstep: Class 30 contains 9532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111954608.000000 Penalty: 105618.718750
Iteration 50Q: 31 clusters Score -1.119546e+08 nChanged 7322
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 3636 members 
Mstep: Class 3 contains 76714 members 
Mstep: Class 4 contains 2882 members 
Mstep: Class 5 contains 303105 members 
Mstep: Class 6 contains 4202 members 
Mstep: Class 7 contains 11230 members 
Mstep: Class 8 contains 32579 members 
Mstep: Class 9 contains 5211 members 
Mstep: Class 10 contains 29042 members 
Mstep: Class 11 contains 208452 members 
Mstep: Class 12 contains 47373 members 
Mstep: Class 13 contains 154971 members 
Mstep: Class 14 contains 236475 members 
Mstep: Class 15 contains 73273 members 
Mstep: Class 16 contains 70332 members 
Mstep: Class 17 contains 2172 members 
Mstep: Class 18 contains 19300 members 
Mstep: Class 19 contains 4514 members 
Mstep: Class 20 contains 8477 members 
Mstep: Class 21 contains 45515 members 
Mstep: Class 22 contains 25539 members 
Mstep: Class 23 contains 8807 members 
Mstep: Class 24 contains 7543 members 
Mstep: Class 25 contains 24467 members 
Mstep: Class 26 contains 17772 members 
Mstep: Class 27 contains 6093 members 
Mstep: Class 28 contains 10825 members 
Mstep: Class 29 contains 3486 members 
Mstep: Class 30 contains 9564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111955448.000000 Penalty: 105618.718750
Iteration 51Q: 31 clusters Score -1.119554e+08 nChanged 6981
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 3597 members 
Mstep: Class 3 contains 76923 members 
Mstep: Class 4 contains 2927 members 
Mstep: Class 5 contains 305295 members 
Mstep: Class 6 contains 4208 members 
Mstep: Class 7 contains 11255 members 
Mstep: Class 8 contains 32559 members 
Mstep: Class 9 contains 5213 members 
Mstep: Class 10 contains 29083 members 
Mstep: Class 11 contains 209049 members 
Mstep: Class 12 contains 47400 members 
Mstep: Class 13 contains 154940 members 
Mstep: Class 14 contains 231264 members 
Mstep: Class 15 contains 73279 members 
Mstep: Class 16 contains 72166 members 
Mstep: Class 17 contains 2196 members 
Mstep: Class 18 contains 19411 members 
Mstep: Class 19 contains 4510 members 
Mstep: Class 20 contains 8476 members 
Mstep: Class 21 contains 45500 members 
Mstep: Class 22 contains 25707 members 
Mstep: Class 23 contains 8818 members 
Mstep: Class 24 contains 7582 members 
Mstep: Class 25 contains 24441 members 
Mstep: Class 26 contains 17761 members 
Mstep: Class 27 contains 6089 members 
Mstep: Class 28 contains 10807 members 
Mstep: Class 29 contains 3499 members 
Mstep: Class 30 contains 9590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111956072.000000 Penalty: 105618.718750
Iteration 52Q: 31 clusters Score -1.119561e+08 nChanged 6587
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 3565 members 
Mstep: Class 3 contains 77121 members 
Mstep: Class 4 contains 2970 members 
Mstep: Class 5 contains 307396 members 
Mstep: Class 6 contains 4222 members 
Mstep: Class 7 contains 11260 members 
Mstep: Class 8 contains 32525 members 
Mstep: Class 9 contains 5216 members 
Mstep: Class 10 contains 29132 members 
Mstep: Class 11 contains 209653 members 
Mstep: Class 12 contains 47428 members 
Mstep: Class 13 contains 154908 members 
Mstep: Class 14 contains 226305 members 
Mstep: Class 15 contains 73285 members 
Mstep: Class 16 contains 73903 members 
Mstep: Class 17 contains 2231 members 
Mstep: Class 18 contains 19503 members 
Mstep: Class 19 contains 4503 members 
Mstep: Class 20 contains 8474 members 
Mstep: Class 21 contains 45455 members 
Mstep: Class 22 contains 25873 members 
Mstep: Class 23 contains 8836 members 
Mstep: Class 24 contains 7619 members 
Mstep: Class 25 contains 24410 members 
Mstep: Class 26 contains 17747 members 
Mstep: Class 27 contains 6086 members 
Mstep: Class 28 contains 10785 members 
Mstep: Class 29 contains 3510 members 
Mstep: Class 30 contains 9617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111956848.000000 Penalty: 105618.718750
Iteration 53Q: 31 clusters Score -1.119568e+08 nChanged 6161
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 3541 members 
Mstep: Class 3 contains 77291 members 
Mstep: Class 4 contains 3008 members 
Mstep: Class 5 contains 309421 members 
Mstep: Class 6 contains 4228 members 
Mstep: Class 7 contains 11267 members 
Mstep: Class 8 contains 32479 members 
Mstep: Class 9 contains 5219 members 
Mstep: Class 10 contains 29159 members 
Mstep: Class 11 contains 210178 members 
Mstep: Class 12 contains 47455 members 
Mstep: Class 13 contains 154891 members 
Mstep: Class 14 contains 221667 members 
Mstep: Class 15 contains 73308 members 
Mstep: Class 16 contains 75524 members 
Mstep: Class 17 contains 2259 members 
Mstep: Class 18 contains 19569 members 
Mstep: Class 19 contains 4496 members 
Mstep: Class 20 contains 8474 members 
Mstep: Class 21 contains 45434 members 
Mstep: Class 22 contains 26030 members 
Mstep: Class 23 contains 8847 members 
Mstep: Class 24 contains 7641 members 
Mstep: Class 25 contains 24391 members 
Mstep: Class 26 contains 17736 members 
Mstep: Class 27 contains 6082 members 
Mstep: Class 28 contains 10763 members 
Mstep: Class 29 contains 3523 members 
Mstep: Class 30 contains 9651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111957528.000000 Penalty: 105618.718750
Iteration 54Q: 31 clusters Score -1.119575e+08 nChanged 5915
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 3521 members 
Mstep: Class 3 contains 77492 members 
Mstep: Class 4 contains 3046 members 
Mstep: Class 5 contains 311470 members 
Mstep: Class 6 contains 4239 members 
Mstep: Class 7 contains 11277 members 
Mstep: Class 8 contains 32452 members 
Mstep: Class 9 contains 5221 members 
Mstep: Class 10 contains 29174 members 
Mstep: Class 11 contains 210688 members 
Mstep: Class 12 contains 47483 members 
Mstep: Class 13 contains 154868 members 
Mstep: Class 14 contains 217179 members 
Mstep: Class 15 contains 73312 members 
Mstep: Class 16 contains 76998 members 
Mstep: Class 17 contains 2274 members 
Mstep: Class 18 contains 19643 members 
Mstep: Class 19 contains 4495 members 
Mstep: Class 20 contains 8472 members 
Mstep: Class 21 contains 45427 members 
Mstep: Class 22 contains 26157 members 
Mstep: Class 23 contains 8855 members 
Mstep: Class 24 contains 7658 members 
Mstep: Class 25 contains 24366 members 
Mstep: Class 26 contains 17715 members 
Mstep: Class 27 contains 6079 members 
Mstep: Class 28 contains 10751 members 
Mstep: Class 29 contains 3536 members 
Mstep: Class 30 contains 9679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111958408.000000 Penalty: 105618.718750
Iteration 55Q: 31 clusters Score -1.119584e+08 nChanged 5631
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 3506 members 
Mstep: Class 3 contains 77681 members 
Mstep: Class 4 contains 3067 members 
Mstep: Class 5 contains 313482 members 
Mstep: Class 6 contains 4247 members 
Mstep: Class 7 contains 11271 members 
Mstep: Class 8 contains 32434 members 
Mstep: Class 9 contains 5220 members 
Mstep: Class 10 contains 29197 members 
Mstep: Class 11 contains 211188 members 
Mstep: Class 12 contains 47509 members 
Mstep: Class 13 contains 154851 members 
Mstep: Class 14 contains 212900 members 
Mstep: Class 15 contains 73330 members 
Mstep: Class 16 contains 78318 members 
Mstep: Class 17 contains 2283 members 
Mstep: Class 18 contains 19735 members 
Mstep: Class 19 contains 4492 members 
Mstep: Class 20 contains 8473 members 
Mstep: Class 21 contains 45419 members 
Mstep: Class 22 contains 26271 members 
Mstep: Class 23 contains 8864 members 
Mstep: Class 24 contains 7667 members 
Mstep: Class 25 contains 24359 members 
Mstep: Class 26 contains 17696 members 
Mstep: Class 27 contains 6077 members 
Mstep: Class 28 contains 10742 members 
Mstep: Class 29 contains 3549 members 
Mstep: Class 30 contains 9696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111958784.000000 Penalty: 105618.718750
Iteration 56Q: 31 clusters Score -1.119588e+08 nChanged 5404
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 3491 members 
Mstep: Class 3 contains 77862 members 
Mstep: Class 4 contains 3086 members 
Mstep: Class 5 contains 315465 members 
Mstep: Class 6 contains 4255 members 
Mstep: Class 7 contains 11282 members 
Mstep: Class 8 contains 32405 members 
Mstep: Class 9 contains 5221 members 
Mstep: Class 10 contains 29215 members 
Mstep: Class 11 contains 211656 members 
Mstep: Class 12 contains 47545 members 
Mstep: Class 13 contains 154831 members 
Mstep: Class 14 contains 208848 members 
Mstep: Class 15 contains 73334 members 
Mstep: Class 16 contains 79496 members 
Mstep: Class 17 contains 2301 members 
Mstep: Class 18 contains 19822 members 
Mstep: Class 19 contains 4485 members 
Mstep: Class 20 contains 8472 members 
Mstep: Class 21 contains 45413 members 
Mstep: Class 22 contains 26396 members 
Mstep: Class 23 contains 8865 members 
Mstep: Class 24 contains 7675 members 
Mstep: Class 25 contains 24349 members 
Mstep: Class 26 contains 17675 members 
Mstep: Class 27 contains 6077 members 
Mstep: Class 28 contains 10736 members 
Mstep: Class 29 contains 3559 members 
Mstep: Class 30 contains 9705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111959072.000000 Penalty: 105618.718750
Iteration 57Q: 31 clusters Score -1.119591e+08 nChanged 5141
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 3482 members 
Mstep: Class 3 contains 78033 members 
Mstep: Class 4 contains 3120 members 
Mstep: Class 5 contains 317442 members 
Mstep: Class 6 contains 4259 members 
Mstep: Class 7 contains 11283 members 
Mstep: Class 8 contains 32396 members 
Mstep: Class 9 contains 5221 members 
Mstep: Class 10 contains 29233 members 
Mstep: Class 11 contains 212064 members 
Mstep: Class 12 contains 47584 members 
Mstep: Class 13 contains 154806 members 
Mstep: Class 14 contains 204975 members 
Mstep: Class 15 contains 73350 members 
Mstep: Class 16 contains 80525 members 
Mstep: Class 17 contains 2307 members 
Mstep: Class 18 contains 19908 members 
Mstep: Class 19 contains 4487 members 
Mstep: Class 20 contains 8472 members 
Mstep: Class 21 contains 45424 members 
Mstep: Class 22 contains 26519 members 
Mstep: Class 23 contains 8868 members 
Mstep: Class 24 contains 7672 members 
Mstep: Class 25 contains 24342 members 
Mstep: Class 26 contains 17654 members 
Mstep: Class 27 contains 6076 members 
Mstep: Class 28 contains 10731 members 
Mstep: Class 29 contains 3567 members 
Mstep: Class 30 contains 9716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111959704.000000 Penalty: 105618.718750
Iteration 58Q: 31 clusters Score -1.119597e+08 nChanged 4885
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 3477 members 
Mstep: Class 3 contains 78182 members 
Mstep: Class 4 contains 3139 members 
Mstep: Class 5 contains 319427 members 
Mstep: Class 6 contains 4262 members 
Mstep: Class 7 contains 11264 members 
Mstep: Class 8 contains 32393 members 
Mstep: Class 9 contains 5221 members 
Mstep: Class 10 contains 29233 members 
Mstep: Class 11 contains 212394 members 
Mstep: Class 12 contains 47645 members 
Mstep: Class 13 contains 154779 members 
Mstep: Class 14 contains 201320 members 
Mstep: Class 15 contains 73360 members 
Mstep: Class 16 contains 81446 members 
Mstep: Class 17 contains 2313 members 
Mstep: Class 18 contains 20015 members 
Mstep: Class 19 contains 4486 members 
Mstep: Class 20 contains 8471 members 
Mstep: Class 21 contains 45438 members 
Mstep: Class 22 contains 26620 members 
Mstep: Class 23 contains 8871 members 
Mstep: Class 24 contains 7677 members 
Mstep: Class 25 contains 24317 members 
Mstep: Class 26 contains 17655 members 
Mstep: Class 27 contains 6076 members 
Mstep: Class 28 contains 10730 members 
Mstep: Class 29 contains 3582 members 
Mstep: Class 30 contains 9719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111959568.000000 Penalty: 105618.718750
Iteration 59Q: 31 clusters Score -1.119596e+08 nChanged 4666
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 3472 members 
Mstep: Class 3 contains 78356 members 
Mstep: Class 4 contains 3151 members 
Mstep: Class 5 contains 321324 members 
Mstep: Class 6 contains 4267 members 
Mstep: Class 7 contains 11243 members 
Mstep: Class 8 contains 32402 members 
Mstep: Class 9 contains 5222 members 
Mstep: Class 10 contains 29209 members 
Mstep: Class 11 contains 212724 members 
Mstep: Class 12 contains 47699 members 
Mstep: Class 13 contains 154767 members 
Mstep: Class 14 contains 197815 members 
Mstep: Class 15 contains 73356 members 
Mstep: Class 16 contains 82288 members 
Mstep: Class 17 contains 2318 members 
Mstep: Class 18 contains 20133 members 
Mstep: Class 19 contains 4475 members 
Mstep: Class 20 contains 8471 members 
Mstep: Class 21 contains 45446 members 
Mstep: Class 22 contains 26717 members 
Mstep: Class 23 contains 8872 members 
Mstep: Class 24 contains 7686 members 
Mstep: Class 25 contains 24308 members 
Mstep: Class 26 contains 17664 members 
Mstep: Class 27 contains 6076 members 
Mstep: Class 28 contains 10728 members 
Mstep: Class 29 contains 3598 members 
Mstep: Class 30 contains 9719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111960040.000000 Penalty: 105618.718750
Iteration 60F: 31 clusters Score -1.1196e+08 nChanged 4288
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 3469 members 
Mstep: Class 3 contains 78521 members 
Mstep: Class 4 contains 3155 members 
Mstep: Class 5 contains 323090 members 
Mstep: Class 6 contains 4276 members 
Mstep: Class 7 contains 11200 members 
Mstep: Class 8 contains 32398 members 
Mstep: Class 9 contains 5222 members 
Mstep: Class 10 contains 29188 members 
Mstep: Class 11 contains 213020 members 
Mstep: Class 12 contains 47733 members 
Mstep: Class 13 contains 154752 members 
Mstep: Class 14 contains 194669 members 
Mstep: Class 15 contains 73351 members 
Mstep: Class 16 contains 83017 members 
Mstep: Class 17 contains 2334 members 
Mstep: Class 18 contains 20262 members 
Mstep: Class 19 contains 4478 members 
Mstep: Class 20 contains 8471 members 
Mstep: Class 21 contains 45448 members 
Mstep: Class 22 contains 26806 members 
Mstep: Class 23 contains 8876 members 
Mstep: Class 24 contains 7685 members 
Mstep: Class 25 contains 24280 members 
Mstep: Class 26 contains 17669 members 
Mstep: Class 27 contains 6074 members 
Mstep: Class 28 contains 10728 members 
Mstep: Class 29 contains 3609 members 
Mstep: Class 30 contains 9728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111960392.000000 Penalty: 105618.718750
Iteration 61Q: 31 clusters Score -1.119604e+08 nChanged 4169
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 3466 members 
Mstep: Class 3 contains 78642 members 
Mstep: Class 4 contains 3165 members 
Mstep: Class 5 contains 324872 members 
Mstep: Class 6 contains 4280 members 
Mstep: Class 7 contains 11182 members 
Mstep: Class 8 contains 32403 members 
Mstep: Class 9 contains 5222 members 
Mstep: Class 10 contains 29165 members 
Mstep: Class 11 contains 213323 members 
Mstep: Class 12 contains 47762 members 
Mstep: Class 13 contains 154744 members 
Mstep: Class 14 contains 191601 members 
Mstep: Class 15 contains 73364 members 
Mstep: Class 16 contains 83665 members 
Mstep: Class 17 contains 2347 members 
Mstep: Class 18 contains 20363 members 
Mstep: Class 19 contains 4480 members 
Mstep: Class 20 contains 8471 members 
Mstep: Class 21 contains 45443 members 
Mstep: Class 22 contains 26908 members 
Mstep: Class 23 contains 8877 members 
Mstep: Class 24 contains 7692 members 
Mstep: Class 25 contains 24249 members 
Mstep: Class 26 contains 17655 members 
Mstep: Class 27 contains 6074 members 
Mstep: Class 28 contains 10728 members 
Mstep: Class 29 contains 3622 members 
Mstep: Class 30 contains 9740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111960416.000000 Penalty: 105618.718750
Iteration 62Q: 31 clusters Score -1.119604e+08 nChanged 4097
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 3464 members 
Mstep: Class 3 contains 78767 members 
Mstep: Class 4 contains 3175 members 
Mstep: Class 5 contains 326562 members 
Mstep: Class 6 contains 4287 members 
Mstep: Class 7 contains 11154 members 
Mstep: Class 8 contains 32409 members 
Mstep: Class 9 contains 5222 members 
Mstep: Class 10 contains 29112 members 
Mstep: Class 11 contains 213657 members 
Mstep: Class 12 contains 47819 members 
Mstep: Class 13 contains 154728 members 
Mstep: Class 14 contains 188625 members 
Mstep: Class 15 contains 73394 members 
Mstep: Class 16 contains 84268 members 
Mstep: Class 17 contains 2357 members 
Mstep: Class 18 contains 20485 members 
Mstep: Class 19 contains 4476 members 
Mstep: Class 20 contains 8471 members 
Mstep: Class 21 contains 45438 members 
Mstep: Class 22 contains 26995 members 
Mstep: Class 23 contains 8874 members 
Mstep: Class 24 contains 7693 members 
Mstep: Class 25 contains 24247 members 
Mstep: Class 26 contains 17641 members 
Mstep: Class 27 contains 6074 members 
Mstep: Class 28 contains 10727 members 
Mstep: Class 29 contains 3633 members 
Mstep: Class 30 contains 9746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111960920.000000 Penalty: 105618.718750
Iteration 63Q: 31 clusters Score -1.119609e+08 nChanged 3825
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 3457 members 
Mstep: Class 3 contains 78897 members 
Mstep: Class 4 contains 3186 members 
Mstep: Class 5 contains 328151 members 
Mstep: Class 6 contains 4297 members 
Mstep: Class 7 contains 11118 members 
Mstep: Class 8 contains 32414 members 
Mstep: Class 9 contains 5222 members 
Mstep: Class 10 contains 29060 members 
Mstep: Class 11 contains 213947 members 
Mstep: Class 12 contains 47874 members 
Mstep: Class 13 contains 154717 members 
Mstep: Class 14 contains 185912 members 
Mstep: Class 15 contains 73412 members 
Mstep: Class 16 contains 84772 members 
Mstep: Class 17 contains 2364 members 
Mstep: Class 18 contains 20603 members 
Mstep: Class 19 contains 4476 members 
Mstep: Class 20 contains 8471 members 
Mstep: Class 21 contains 45426 members 
Mstep: Class 22 contains 27083 members 
Mstep: Class 23 contains 8877 members 
Mstep: Class 24 contains 7699 members 
Mstep: Class 25 contains 24239 members 
Mstep: Class 26 contains 17618 members 
Mstep: Class 27 contains 6074 members 
Mstep: Class 28 contains 10725 members 
Mstep: Class 29 contains 3645 members 
Mstep: Class 30 contains 9765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111961080.000000 Penalty: 105618.718750
Iteration 64Q: 31 clusters Score -1.119611e+08 nChanged 3681
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 79026 members 
Mstep: Class 4 contains 3201 members 
Mstep: Class 5 contains 329737 members 
Mstep: Class 6 contains 4304 members 
Mstep: Class 7 contains 11059 members 
Mstep: Class 8 contains 32427 members 
Mstep: Class 9 contains 5221 members 
Mstep: Class 10 contains 29051 members 
Mstep: Class 11 contains 214195 members 
Mstep: Class 12 contains 47918 members 
Mstep: Class 13 contains 154710 members 
Mstep: Class 14 contains 183306 members 
Mstep: Class 15 contains 73418 members 
Mstep: Class 16 contains 85211 members 
Mstep: Class 17 contains 2374 members 
Mstep: Class 18 contains 20721 members 
Mstep: Class 19 contains 4474 members 
Mstep: Class 20 contains 8471 members 
Mstep: Class 21 contains 45417 members 
Mstep: Class 22 contains 27179 members 
Mstep: Class 23 contains 8877 members 
Mstep: Class 24 contains 7692 members 
Mstep: Class 25 contains 24240 members 
Mstep: Class 26 contains 17602 members 
Mstep: Class 27 contains 6074 members 
Mstep: Class 28 contains 10723 members 
Mstep: Class 29 contains 3654 members 
Mstep: Class 30 contains 9772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111961608.000000 Penalty: 105618.718750
Iteration 65Q: 31 clusters Score -1.119616e+08 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 3450 members 
Mstep: Class 3 contains 79127 members 
Mstep: Class 4 contains 3219 members 
Mstep: Class 5 contains 331215 members 
Mstep: Class 6 contains 4309 members 
Mstep: Class 7 contains 11011 members 
Mstep: Class 8 contains 32446 members 
Mstep: Class 9 contains 5222 members 
Mstep: Class 10 contains 29035 members 
Mstep: Class 11 contains 214464 members 
Mstep: Class 12 contains 47970 members 
Mstep: Class 13 contains 154700 members 
Mstep: Class 14 contains 180860 members 
Mstep: Class 15 contains 73437 members 
Mstep: Class 16 contains 85553 members 
Mstep: Class 17 contains 2378 members 
Mstep: Class 18 contains 20833 members 
Mstep: Class 19 contains 4472 members 
Mstep: Class 20 contains 8468 members 
Mstep: Class 21 contains 45417 members 
Mstep: Class 22 contains 27275 members 
Mstep: Class 23 contains 8874 members 
Mstep: Class 24 contains 7688 members 
Mstep: Class 25 contains 24254 members 
Mstep: Class 26 contains 17585 members 
Mstep: Class 27 contains 6074 members 
Mstep: Class 28 contains 10722 members 
Mstep: Class 29 contains 3664 members 
Mstep: Class 30 contains 9785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111962016.000000 Penalty: 105618.718750
Iteration 66Q: 31 clusters Score -1.11962e+08 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 3448 members 
Mstep: Class 3 contains 79242 members 
Mstep: Class 4 contains 3227 members 
Mstep: Class 5 contains 332633 members 
Mstep: Class 6 contains 4315 members 
Mstep: Class 7 contains 10972 members 
Mstep: Class 8 contains 32458 members 
Mstep: Class 9 contains 5222 members 
Mstep: Class 10 contains 29008 members 
Mstep: Class 11 contains 214726 members 
Mstep: Class 12 contains 48029 members 
Mstep: Class 13 contains 154695 members 
Mstep: Class 14 contains 178537 members 
Mstep: Class 15 contains 73437 members 
Mstep: Class 16 contains 85896 members 
Mstep: Class 17 contains 2381 members 
Mstep: Class 18 contains 20938 members 
Mstep: Class 19 contains 4470 members 
Mstep: Class 20 contains 8469 members 
Mstep: Class 21 contains 45415 members 
Mstep: Class 22 contains 27355 members 
Mstep: Class 23 contains 8874 members 
Mstep: Class 24 contains 7685 members 
Mstep: Class 25 contains 24245 members 
Mstep: Class 26 contains 17563 members 
Mstep: Class 27 contains 6074 members 
Mstep: Class 28 contains 10719 members 
Mstep: Class 29 contains 3675 members 
Mstep: Class 30 contains 9798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111962424.000000 Penalty: 105618.718750
Iteration 67Q: 31 clusters Score -1.119624e+08 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 3441 members 
Mstep: Class 3 contains 79382 members 
Mstep: Class 4 contains 3238 members 
Mstep: Class 5 contains 334002 members 
Mstep: Class 6 contains 4324 members 
Mstep: Class 7 contains 10911 members 
Mstep: Class 8 contains 32454 members 
Mstep: Class 9 contains 5222 members 
Mstep: Class 10 contains 28969 members 
Mstep: Class 11 contains 215007 members 
Mstep: Class 12 contains 48084 members 
Mstep: Class 13 contains 154688 members 
Mstep: Class 14 contains 176272 members 
Mstep: Class 15 contains 73439 members 
Mstep: Class 16 contains 86210 members 
Mstep: Class 17 contains 2386 members 
Mstep: Class 18 contains 21064 members 
Mstep: Class 19 contains 4468 members 
Mstep: Class 20 contains 8470 members 
Mstep: Class 21 contains 45411 members 
Mstep: Class 22 contains 27438 members 
Mstep: Class 23 contains 8873 members 
Mstep: Class 24 contains 7688 members 
Mstep: Class 25 contains 24231 members 
Mstep: Class 26 contains 17541 members 
Mstep: Class 27 contains 6074 members 
Mstep: Class 28 contains 10720 members 
Mstep: Class 29 contains 3680 members 
Mstep: Class 30 contains 9815 members 
Entering Unmasked Estep 
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Score: -111962288.000000 Penalty: 105618.718750
Iteration 68Q: 31 clusters Score -1.119623e+08 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 3438 members 
Mstep: Class 3 contains 79543 members 
Mstep: Class 4 contains 3242 members 
Mstep: Class 5 contains 335292 members 
Mstep: Class 6 contains 4326 members 
Mstep: Class 7 contains 10863 members 
Mstep: Class 8 contains 32445 members 
Mstep: Class 9 contains 5222 members 
Mstep: Class 10 contains 28934 members 
Mstep: Class 11 contains 215254 members 
Mstep: Class 12 contains 48131 members 
Mstep: Class 13 contains 154683 members 
Mstep: Class 14 contains 174153 members 
Mstep: Class 15 contains 73440 members 
Mstep: Class 16 contains 86511 members 
Mstep: Class 17 contains 2397 members 
Mstep: Class 18 contains 21169 members 
Mstep: Class 19 contains 4468 members 
Mstep: Class 20 contains 8470 members 
Mstep: Class 21 contains 45405 members 
Mstep: Class 22 contains 27504 members 
Mstep: Class 23 contains 8869 members 
Mstep: Class 24 contains 7693 members 
Mstep: Class 25 contains 24224 members 
Mstep: Class 26 contains 17512 members 
Mstep: Class 27 contains 6073 members 
Mstep: Class 28 contains 10718 members 
Mstep: Class 29 contains 3686 members 
Mstep: Class 30 contains 9830 members 
Entering Unmasked Estep 
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Iteration 69Q: 31 clusters Score -1.119625e+08 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 3434 members 
Mstep: Class 3 contains 79701 members 
Mstep: Class 4 contains 3248 members 
Mstep: Class 5 contains 336454 members 
Mstep: Class 6 contains 4327 members 
Mstep: Class 7 contains 10813 members 
Mstep: Class 8 contains 32439 members 
Mstep: Class 9 contains 5222 members 
Mstep: Class 10 contains 28879 members 
Mstep: Class 11 contains 215587 members 
Mstep: Class 12 contains 48198 members 
Mstep: Class 13 contains 154676 members 
Mstep: Class 14 contains 172089 members 
Mstep: Class 15 contains 73455 members 
Mstep: Class 16 contains 86785 members 
Mstep: Class 17 contains 2401 members 
Mstep: Class 18 contains 21283 members 
Mstep: Class 19 contains 4468 members 
Mstep: Class 20 contains 8471 members 
Mstep: Class 21 contains 45399 members 
Mstep: Class 22 contains 27580 members 
Mstep: Class 23 contains 8869 members 
Mstep: Class 24 contains 7689 members 
Mstep: Class 25 contains 24214 members 
Mstep: Class 26 contains 17492 members 
Mstep: Class 27 contains 6075 members 
Mstep: Class 28 contains 10718 members 
Mstep: Class 29 contains 3693 members 
Mstep: Class 30 contains 9834 members 
Entering Unmasked Estep 
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Score: -111962488.000000 Penalty: 105618.718750
Iteration 70Q: 31 clusters Score -1.119625e+08 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 3432 members 
Mstep: Class 3 contains 79830 members 
Mstep: Class 4 contains 3251 members 
Mstep: Class 5 contains 337554 members 
Mstep: Class 6 contains 4325 members 
Mstep: Class 7 contains 10733 members 
Mstep: Class 8 contains 32431 members 
Mstep: Class 9 contains 5222 members 
Mstep: Class 10 contains 28845 members 
Mstep: Class 11 contains 215914 members 
Mstep: Class 12 contains 48269 members 
Mstep: Class 13 contains 154671 members 
Mstep: Class 14 contains 170155 members 
Mstep: Class 15 contains 73484 members 
Mstep: Class 16 contains 87030 members 
Mstep: Class 17 contains 2403 members 
Mstep: Class 18 contains 21408 members 
Mstep: Class 19 contains 4468 members 
Mstep: Class 20 contains 8471 members 
Mstep: Class 21 contains 45393 members 
Mstep: Class 22 contains 27620 members 
Mstep: Class 23 contains 8873 members 
Mstep: Class 24 contains 7688 members 
Mstep: Class 25 contains 24212 members 
Mstep: Class 26 contains 17475 members 
Mstep: Class 27 contains 6076 members 
Mstep: Class 28 contains 10720 members 
Mstep: Class 29 contains 3696 members 
Mstep: Class 30 contains 9845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111962544.000000 Penalty: 105618.718750
Iteration 71Q: 31 clusters Score -1.119625e+08 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 3428 members 
Mstep: Class 3 contains 79958 members 
Mstep: Class 4 contains 3257 members 
Mstep: Class 5 contains 338618 members 
Mstep: Class 6 contains 4326 members 
Mstep: Class 7 contains 10660 members 
Mstep: Class 8 contains 32423 members 
Mstep: Class 9 contains 5222 members 
Mstep: Class 10 contains 28799 members 
Mstep: Class 11 contains 216231 members 
Mstep: Class 12 contains 48318 members 
Mstep: Class 13 contains 154663 members 
Mstep: Class 14 contains 168301 members 
Mstep: Class 15 contains 73509 members 
Mstep: Class 16 contains 87257 members 
Mstep: Class 17 contains 2403 members 
Mstep: Class 18 contains 21553 members 
Mstep: Class 19 contains 4468 members 
Mstep: Class 20 contains 8472 members 
Mstep: Class 21 contains 45391 members 
Mstep: Class 22 contains 27664 members 
Mstep: Class 23 contains 8878 members 
Mstep: Class 24 contains 7693 members 
Mstep: Class 25 contains 24200 members 
Mstep: Class 26 contains 17461 members 
Mstep: Class 27 contains 6075 members 
Mstep: Class 28 contains 10719 members 
Mstep: Class 29 contains 3699 members 
Mstep: Class 30 contains 9851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111962152.000000 Penalty: 105618.718750
Iteration 72Q: 31 clusters Score -1.119622e+08 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 3428 members 
Mstep: Class 3 contains 80068 members 
Mstep: Class 4 contains 3259 members 
Mstep: Class 5 contains 339707 members 
Mstep: Class 6 contains 4329 members 
Mstep: Class 7 contains 10570 members 
Mstep: Class 8 contains 32404 members 
Mstep: Class 9 contains 5223 members 
Mstep: Class 10 contains 28750 members 
Mstep: Class 11 contains 216547 members 
Mstep: Class 12 contains 48356 members 
Mstep: Class 13 contains 154660 members 
Mstep: Class 14 contains 166476 members 
Mstep: Class 15 contains 73518 members 
Mstep: Class 16 contains 87465 members 
Mstep: Class 17 contains 2404 members 
Mstep: Class 18 contains 21717 members 
Mstep: Class 19 contains 4468 members 
Mstep: Class 20 contains 8472 members 
Mstep: Class 21 contains 45388 members 
Mstep: Class 22 contains 27711 members 
Mstep: Class 23 contains 8875 members 
Mstep: Class 24 contains 7697 members 
Mstep: Class 25 contains 24194 members 
Mstep: Class 26 contains 17445 members 
Mstep: Class 27 contains 6074 members 
Mstep: Class 28 contains 10719 members 
Mstep: Class 29 contains 3706 members 
Mstep: Class 30 contains 9865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111962424.000000 Penalty: 105618.718750
Iteration 73Q: 31 clusters Score -1.119624e+08 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 3429 members 
Mstep: Class 3 contains 80177 members 
Mstep: Class 4 contains 3265 members 
Mstep: Class 5 contains 340718 members 
Mstep: Class 6 contains 4332 members 
Mstep: Class 7 contains 10469 members 
Mstep: Class 8 contains 32398 members 
Mstep: Class 9 contains 5225 members 
Mstep: Class 10 contains 28701 members 
Mstep: Class 11 contains 216870 members 
Mstep: Class 12 contains 48396 members 
Mstep: Class 13 contains 154653 members 
Mstep: Class 14 contains 164727 members 
Mstep: Class 15 contains 73535 members 
Mstep: Class 16 contains 87657 members 
Mstep: Class 17 contains 2406 members 
Mstep: Class 18 contains 21887 members 
Mstep: Class 19 contains 4471 members 
Mstep: Class 20 contains 8472 members 
Mstep: Class 21 contains 45387 members 
Mstep: Class 22 contains 27748 members 
Mstep: Class 23 contains 8880 members 
Mstep: Class 24 contains 7699 members 
Mstep: Class 25 contains 24173 members 
Mstep: Class 26 contains 17436 members 
Mstep: Class 27 contains 6073 members 
Mstep: Class 28 contains 10718 members 
Mstep: Class 29 contains 3716 members 
Mstep: Class 30 contains 9875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111962296.000000 Penalty: 105618.718750
Iteration 74Q: 31 clusters Score -1.119623e+08 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 3423 members 
Mstep: Class 3 contains 80272 members 
Mstep: Class 4 contains 3272 members 
Mstep: Class 5 contains 341710 members 
Mstep: Class 6 contains 4338 members 
Mstep: Class 7 contains 10348 members 
Mstep: Class 8 contains 32395 members 
Mstep: Class 9 contains 5227 members 
Mstep: Class 10 contains 28657 members 
Mstep: Class 11 contains 217130 members 
Mstep: Class 12 contains 48440 members 
Mstep: Class 13 contains 154652 members 
Mstep: Class 14 contains 163068 members 
Mstep: Class 15 contains 73555 members 
Mstep: Class 16 contains 87834 members 
Mstep: Class 17 contains 2409 members 
Mstep: Class 18 contains 22077 members 
Mstep: Class 19 contains 4472 members 
Mstep: Class 20 contains 8471 members 
Mstep: Class 21 contains 45384 members 
Mstep: Class 22 contains 27783 members 
Mstep: Class 23 contains 8885 members 
Mstep: Class 24 contains 7701 members 
Mstep: Class 25 contains 24159 members 
Mstep: Class 26 contains 17425 members 
Mstep: Class 27 contains 6070 members 
Mstep: Class 28 contains 10718 members 
Mstep: Class 29 contains 3732 members 
Mstep: Class 30 contains 9884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111962664.000000 Penalty: 105618.718750
Iteration 75Q: 31 clusters Score -1.119627e+08 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 3419 members 
Mstep: Class 3 contains 80360 members 
Mstep: Class 4 contains 3277 members 
Mstep: Class 5 contains 342763 members 
Mstep: Class 6 contains 4342 members 
Mstep: Class 7 contains 10173 members 
Mstep: Class 8 contains 32394 members 
Mstep: Class 9 contains 5227 members 
Mstep: Class 10 contains 28629 members 
Mstep: Class 11 contains 217431 members 
Mstep: Class 12 contains 48481 members 
Mstep: Class 13 contains 154644 members 
Mstep: Class 14 contains 161378 members 
Mstep: Class 15 contains 73558 members 
Mstep: Class 16 contains 87991 members 
Mstep: Class 17 contains 2410 members 
Mstep: Class 18 contains 22309 members 
Mstep: Class 19 contains 4473 members 
Mstep: Class 20 contains 8470 members 
Mstep: Class 21 contains 45389 members 
Mstep: Class 22 contains 27816 members 
Mstep: Class 23 contains 8887 members 
Mstep: Class 24 contains 7704 members 
Mstep: Class 25 contains 24141 members 
Mstep: Class 26 contains 17404 members 
Mstep: Class 27 contains 6071 members 
Mstep: Class 28 contains 10718 members 
Mstep: Class 29 contains 3742 members 
Mstep: Class 30 contains 9887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111962536.000000 Penalty: 105618.718750
Iteration 76Q: 31 clusters Score -1.119625e+08 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 3418 members 
Mstep: Class 3 contains 80418 members 
Mstep: Class 4 contains 3279 members 
Mstep: Class 5 contains 343764 members 
Mstep: Class 6 contains 4341 members 
Mstep: Class 7 contains 9981 members 
Mstep: Class 8 contains 32379 members 
Mstep: Class 9 contains 5227 members 
Mstep: Class 10 contains 28610 members 
Mstep: Class 11 contains 217705 members 
Mstep: Class 12 contains 48511 members 
Mstep: Class 13 contains 154640 members 
Mstep: Class 14 contains 159796 members 
Mstep: Class 15 contains 73568 members 
Mstep: Class 16 contains 88129 members 
Mstep: Class 17 contains 2414 members 
Mstep: Class 18 contains 22563 members 
Mstep: Class 19 contains 4474 members 
Mstep: Class 20 contains 8470 members 
Mstep: Class 21 contains 45387 members 
Mstep: Class 22 contains 27865 members 
Mstep: Class 23 contains 8888 members 
Mstep: Class 24 contains 7706 members 
Mstep: Class 25 contains 24132 members 
Mstep: Class 26 contains 17397 members 
Mstep: Class 27 contains 6071 members 
Mstep: Class 28 contains 10717 members 
Mstep: Class 29 contains 3744 members 
Mstep: Class 30 contains 9893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111962608.000000 Penalty: 105618.718750
Iteration 77Q: 31 clusters Score -1.119626e+08 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 3418 members 
Mstep: Class 3 contains 80442 members 
Mstep: Class 4 contains 3282 members 
Mstep: Class 5 contains 344696 members 
Mstep: Class 6 contains 4338 members 
Mstep: Class 7 contains 9792 members 
Mstep: Class 8 contains 32366 members 
Mstep: Class 9 contains 5227 members 
Mstep: Class 10 contains 28546 members 
Mstep: Class 11 contains 217955 members 
Mstep: Class 12 contains 48557 members 
Mstep: Class 13 contains 154638 members 
Mstep: Class 14 contains 158322 members 
Mstep: Class 15 contains 73584 members 
Mstep: Class 16 contains 88247 members 
Mstep: Class 17 contains 2418 members 
Mstep: Class 18 contains 22851 members 
Mstep: Class 19 contains 4475 members 
Mstep: Class 20 contains 8470 members 
Mstep: Class 21 contains 45386 members 
Mstep: Class 22 contains 27922 members 
Mstep: Class 23 contains 8888 members 
Mstep: Class 24 contains 7710 members 
Mstep: Class 25 contains 24117 members 
Mstep: Class 26 contains 17398 members 
Mstep: Class 27 contains 6071 members 
Mstep: Class 28 contains 10715 members 
Mstep: Class 29 contains 3747 members 
Mstep: Class 30 contains 9903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111962856.000000 Penalty: 105618.718750
Iteration 78Q: 31 clusters Score -1.119629e+08 nChanged 2465
Entering ConstructFrom: 
Score: -111962856.000000 Penalty: 105618.718750
Entering ConstructFrom: 
Trying to split cluster 1 (9601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Entering Unmasked Estep 
Score: -722586.812500 Penalty: 2274.066406
	Iteration 0F: 2 clusters Score -722586.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -715183.062500 Penalty: 4548.132812
	Iteration 0F: 3 clusters Score -715183.1 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -717539.875000 Penalty: 4548.132812
	Iteration 1F: 3 clusters Score -717539.9 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -718198.000000 Penalty: 4548.132812
	Iteration 2F: 3 clusters Score -718198 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -718883.875000 Penalty: 4548.132812
	Iteration 3F: 3 clusters Score -718883.9 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -719543.812500 Penalty: 4548.132812
	Iteration 4F: 3 clusters Score -719543.8 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -720146.750000 Penalty: 4548.132812
	Iteration 5F: 3 clusters Score -720146.8 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -720674.062500 Penalty: 4548.132812
	Iteration 6F: 3 clusters Score -720674.1 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -721123.000000 Penalty: 4548.132812
	Iteration 7F: 3 clusters Score -721123 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -721441.937500 Penalty: 4548.132812
	Iteration 8Q: 3 clusters Score -721441.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -721620.187500 Penalty: 4548.132812
	Iteration 9Q: 3 clusters Score -721620.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -721737.500000 Penalty: 4548.132812
	Iteration 10Q: 3 clusters Score -721737.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -721810.437500 Penalty: 4548.132812
	Iteration 11Q: 3 clusters Score -721810.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -721855.187500 Penalty: 4548.132812
	Iteration 12Q: 3 clusters Score -721855.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -721901.187500 Penalty: 4548.132812
	Iteration 13Q: 3 clusters Score -721901.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -721938.875000 Penalty: 4548.132812
	Iteration 14Q: 3 clusters Score -721938.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -721968.812500 Penalty: 4548.132812
	Iteration 15Q: 3 clusters Score -721968.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -721994.687500 Penalty: 4548.132812
	Iteration 16Q: 3 clusters Score -721994.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -722019.750000 Penalty: 4548.132812
	Iteration 17Q: 3 clusters Score -722019.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -722041.750000 Penalty: 4548.132812
	Iteration 18Q: 3 clusters Score -722041.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -722062.562500 Penalty: 4548.132812
	Iteration 19Q: 3 clusters Score -722062.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -722083.875000 Penalty: 4548.132812
	Iteration 20F: 3 clusters Score -722083.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -722110.125000 Penalty: 4548.132812
	Iteration 21Q: 3 clusters Score -722110.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -722126.875000 Penalty: 4548.132812
	Iteration 22Q: 3 clusters Score -722126.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -722149.312500 Penalty: 4548.132812
	Iteration 23Q: 3 clusters Score -722149.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -722164.500000 Penalty: 4548.132812
	Iteration 24Q: 3 clusters Score -722164.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -722181.000000 Penalty: 4548.132812
	Iteration 25Q: 3 clusters Score -722181 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -722192.812500 Penalty: 4548.132812
	Iteration 26Q: 3 clusters Score -722192.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -722204.000000 Penalty: 4548.132812
	Iteration 27Q: 3 clusters Score -722204 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -722214.562500 Penalty: 4548.132812
	Iteration 28Q: 3 clusters Score -722214.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -722222.937500 Penalty: 4548.132812
	Iteration 29Q: 3 clusters Score -722222.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -722233.250000 Penalty: 4548.132812
	Iteration 30Q: 3 clusters Score -722233.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -722241.437500 Penalty: 4548.132812
	Iteration 31Q: 3 clusters Score -722241.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -722252.125000 Penalty: 4548.132812
	Iteration 32Q: 3 clusters Score -722252.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -722261.812500 Penalty: 4548.132812
	Iteration 33Q: 3 clusters Score -722261.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -722268.250000 Penalty: 4548.132812
	Iteration 34Q: 3 clusters Score -722268.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -722271.125000 Penalty: 4548.132812
	Iteration 35Q: 3 clusters Score -722271.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -722272.625000 Penalty: 4548.132812
	Iteration 36Q: 3 clusters Score -722272.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -722274.750000 Penalty: 4548.132812
	Iteration 37Q: 3 clusters Score -722274.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -722280.437500 Penalty: 4548.132812
	Iteration 38Q: 3 clusters Score -722280.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -722281.375000 Penalty: 4548.132812
	Iteration 39Q: 3 clusters Score -722281.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -722286.250000 Penalty: 4548.132812
	Iteration 40F: 3 clusters Score -722286.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -722290.437500 Penalty: 4548.132812
	Iteration 41Q: 3 clusters Score -722290.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -722288.625000 Penalty: 4548.132812
	Iteration 42Q: 3 clusters Score -722288.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -722292.937500 Penalty: 4548.132812
	Iteration 43Q: 3 clusters Score -722292.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -722295.562500 Penalty: 4548.132812
	Iteration 44Q: 3 clusters Score -722295.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -722296.937500 Penalty: 4548.132812
	Iteration 45Q: 3 clusters Score -722296.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -722296.437500 Penalty: 4548.132812
	Iteration 46Q: 3 clusters Score -722296.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -722297.562500 Penalty: 4548.132812
	Iteration 47Q: 3 clusters Score -722297.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -722298.062500 Penalty: 4548.132812
	Iteration 48Q: 3 clusters Score -722298.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -722298.562500 Penalty: 4548.132812
	Iteration 49Q: 3 clusters Score -722298.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -722298.625000 Penalty: 4548.132812
	Iteration 50Q: 3 clusters Score -722298.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -722299.687500 Penalty: 4548.132812
	Iteration 51Q: 3 clusters Score -722299.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -722299.687500 Penalty: 4548.132812
	Iteration 52F: 3 clusters Score -722299.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Entering Unmasked Estep 
Score: -216218.875000 Penalty: 2017.783936
	Iteration 0F: 2 clusters Score -216218.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -212752.078125 Penalty: 4035.567871
	Iteration 0F: 3 clusters Score -212752.1 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -213812.703125 Penalty: 4035.567871
	Iteration 1F: 3 clusters Score -213812.7 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -214232.265625 Penalty: 4035.567871
	Iteration 2F: 3 clusters Score -214232.3 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -214558.546875 Penalty: 4035.567871
	Iteration 3F: 3 clusters Score -214558.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -214778.281250 Penalty: 4035.567871
	Iteration 4F: 3 clusters Score -214778.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -214926.171875 Penalty: 4035.567871
	Iteration 5Q: 3 clusters Score -214926.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -215030.203125 Penalty: 4035.567871
	Iteration 6Q: 3 clusters Score -215030.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -215103.484375 Penalty: 4035.567871
	Iteration 7Q: 3 clusters Score -215103.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -215150.734375 Penalty: 4035.567871
	Iteration 8Q: 3 clusters Score -215150.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -215188.093750 Penalty: 4035.567871
	Iteration 9Q: 3 clusters Score -215188.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -215218.875000 Penalty: 4035.567871
	Iteration 10Q: 3 clusters Score -215218.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -215246.000000 Penalty: 4035.567871
	Iteration 11Q: 3 clusters Score -215246 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -215268.140625 Penalty: 4035.567871
	Iteration 12Q: 3 clusters Score -215268.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -215283.437500 Penalty: 4035.567871
	Iteration 13Q: 3 clusters Score -215283.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -215295.312500 Penalty: 4035.567871
	Iteration 14Q: 3 clusters Score -215295.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -215303.890625 Penalty: 4035.567871
	Iteration 15Q: 3 clusters Score -215303.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -215309.000000 Penalty: 4035.567871
	Iteration 16Q: 3 clusters Score -215309 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -215313.875000 Penalty: 4035.567871
	Iteration 17Q: 3 clusters Score -215313.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -215317.515625 Penalty: 4035.567871
	Iteration 18Q: 3 clusters Score -215317.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -215319.656250 Penalty: 4035.567871
	Iteration 19Q: 3 clusters Score -215319.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -215322.718750 Penalty: 4035.567871
	Iteration 20F: 3 clusters Score -215322.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -215323.765625 Penalty: 4035.567871
	Iteration 21Q: 3 clusters Score -215323.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -215323.765625 Penalty: 4035.567871
	Iteration 22F: 3 clusters Score -215323.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (80461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80461 members 
Entering Unmasked Estep 
Score: -6502338.500000 Penalty: 2801.290771
	Iteration 0F: 2 clusters Score -6502338 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40222 members 
Mstep: Class 2 contains 40239 members 
Entering Unmasked Estep 
Score: -6448615.000000 Penalty: 5602.581543
	Iteration 0F: 3 clusters Score -6448615 nChanged 37627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39491 members 
Mstep: Class 2 contains 40970 members 
Entering Unmasked Estep 
Score: -6469910.500000 Penalty: 5602.581543
	Iteration 1F: 3 clusters Score -6469910 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38929 members 
Mstep: Class 2 contains 41532 members 
Entering Unmasked Estep 
Score: -6470664.000000 Penalty: 5602.581543
	Iteration 2Q: 3 clusters Score -6470664 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37913 members 
Mstep: Class 2 contains 42548 members 
Entering Unmasked Estep 
Score: -6471589.500000 Penalty: 5602.581543
	Iteration 3Q: 3 clusters Score -6471590 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36351 members 
Mstep: Class 2 contains 44110 members 
Entering Unmasked Estep 
Score: -6472895.000000 Penalty: 5602.581543
	Iteration 4Q: 3 clusters Score -6472895 nChanged 4063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34046 members 
Mstep: Class 2 contains 46415 members 
Entering Unmasked Estep 
Score: -6474781.000000 Penalty: 5602.581543
	Iteration 5F: 3 clusters Score -6474781 nChanged 4786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31000 members 
Mstep: Class 2 contains 49461 members 
Entering Unmasked Estep 
Score: -6477369.500000 Penalty: 5602.581543
	Iteration 6F: 3 clusters Score -6477370 nChanged 5273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27191 members 
Mstep: Class 2 contains 53270 members 
Entering Unmasked Estep 
Score: -6480529.000000 Penalty: 5602.581543
	Iteration 7F: 3 clusters Score -6480529 nChanged 5457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22834 members 
Mstep: Class 2 contains 57627 members 
Entering Unmasked Estep 
Score: -6484206.000000 Penalty: 5602.581543
	Iteration 8F: 3 clusters Score -6484206 nChanged 5099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18355 members 
Mstep: Class 2 contains 62106 members 
Entering Unmasked Estep 
Score: -6487722.000000 Penalty: 5602.581543
	Iteration 9F: 3 clusters Score -6487722 nChanged 4414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 66272 members 
Entering Unmasked Estep 
Score: -6490875.000000 Penalty: 5602.581543
	Iteration 10F: 3 clusters Score -6490875 nChanged 3641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 69861 members 
Entering Unmasked Estep 
Score: -6493508.000000 Penalty: 5602.581543
	Iteration 11Q: 3 clusters Score -6493508 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 72817 members 
Entering Unmasked Estep 
Score: -6495748.500000 Penalty: 5602.581543
	Iteration 12Q: 3 clusters Score -6495748 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 75018 members 
Entering Unmasked Estep 
Score: -6497355.500000 Penalty: 5602.581543
	Iteration 13Q: 3 clusters Score -6497356 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 76492 members 
Entering Unmasked Estep 
Score: -6498439.000000 Penalty: 5602.581543
	Iteration 14Q: 3 clusters Score -6498439 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 77353 members 
Entering Unmasked Estep 
Score: -6499056.500000 Penalty: 5602.581543
	Iteration 15Q: 3 clusters Score -6499056 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 77907 members 
Entering Unmasked Estep 
Score: -6499400.000000 Penalty: 5602.581543
	Iteration 16Q: 3 clusters Score -6499400 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 78279 members 
Entering Unmasked Estep 
Score: -6499633.000000 Penalty: 5602.581543
	Iteration 17Q: 3 clusters Score -6499633 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 78499 members 
Entering Unmasked Estep 
Score: -6499756.500000 Penalty: 5602.581543
	Iteration 18Q: 3 clusters Score -6499756 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 78650 members 
Entering Unmasked Estep 
Score: -6499837.500000 Penalty: 5602.581543
	Iteration 19Q: 3 clusters Score -6499838 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 78748 members 
Entering Unmasked Estep 
Score: -6499906.500000 Penalty: 5602.581543
	Iteration 20F: 3 clusters Score -6499906 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 78818 members 
Entering Unmasked Estep 
Score: -6499932.000000 Penalty: 5602.581543
	Iteration 21Q: 3 clusters Score -6499932 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 78886 members 
Entering Unmasked Estep 
Score: -6499965.500000 Penalty: 5602.581543
	Iteration 22Q: 3 clusters Score -6499966 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 78941 members 
Entering Unmasked Estep 
Score: -6499991.500000 Penalty: 5602.581543
	Iteration 23Q: 3 clusters Score -6499992 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 78980 members 
Entering Unmasked Estep 
Score: -6500001.500000 Penalty: 5602.581543
	Iteration 24Q: 3 clusters Score -6500002 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 79009 members 
Entering Unmasked Estep 
Score: -6500019.500000 Penalty: 5602.581543
	Iteration 25Q: 3 clusters Score -6500020 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 79038 members 
Entering Unmasked Estep 
Score: -6500023.000000 Penalty: 5602.581543
	Iteration 26Q: 3 clusters Score -6500023 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 79064 members 
Entering Unmasked Estep 
Score: -6500039.000000 Penalty: 5602.581543
	Iteration 27Q: 3 clusters Score -6500039 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 79079 members 
Entering Unmasked Estep 
Score: -6500037.000000 Penalty: 5602.581543
	Iteration 28Q: 3 clusters Score -6500037 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 79091 members 
Entering Unmasked Estep 
Score: -6500042.500000 Penalty: 5602.581543
	Iteration 29Q: 3 clusters Score -6500042 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 79102 members 
Entering Unmasked Estep 
Score: -6500048.000000 Penalty: 5602.581543
	Iteration 30Q: 3 clusters Score -6500048 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 79115 members 
Entering Unmasked Estep 
Score: -6500049.500000 Penalty: 5602.581543
	Iteration 31Q: 3 clusters Score -6500050 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 79123 members 
Entering Unmasked Estep 
Score: -6500062.500000 Penalty: 5602.581543
	Iteration 32Q: 3 clusters Score -6500062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 79129 members 
Entering Unmasked Estep 
Score: -6500064.500000 Penalty: 5602.581543
	Iteration 33Q: 3 clusters Score -6500064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 79128 members 
Entering Unmasked Estep 
Score: -6500065.000000 Penalty: 5602.581543
	Iteration 34Q: 3 clusters Score -6500065 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 79128 members 
Entering Unmasked Estep 
Score: -6500065.000000 Penalty: 5602.581543
	Iteration 35F: 3 clusters Score -6500065 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Entering Unmasked Estep 
Score: -218637.468750 Penalty: 2007.708374
	Iteration 0F: 2 clusters Score -218637.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -215224.671875 Penalty: 4015.416748
	Iteration 0F: 3 clusters Score -215224.7 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -215985.703125 Penalty: 4015.416748
	Iteration 1F: 3 clusters Score -215985.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -216144.171875 Penalty: 4015.416748
	Iteration 2F: 3 clusters Score -216144.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -216241.187500 Penalty: 4015.416748
	Iteration 3Q: 3 clusters Score -216241.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -216304.515625 Penalty: 4015.416748
	Iteration 4Q: 3 clusters Score -216304.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -216342.468750 Penalty: 4015.416748
	Iteration 5Q: 3 clusters Score -216342.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -216369.437500 Penalty: 4015.416748
	Iteration 6Q: 3 clusters Score -216369.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -216393.093750 Penalty: 4015.416748
	Iteration 7Q: 3 clusters Score -216393.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -216410.875000 Penalty: 4015.416748
	Iteration 8Q: 3 clusters Score -216410.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -216429.031250 Penalty: 4015.416748
	Iteration 9Q: 3 clusters Score -216429 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -216453.515625 Penalty: 4015.416748
	Iteration 10Q: 3 clusters Score -216453.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -216475.234375 Penalty: 4015.416748
	Iteration 11Q: 3 clusters Score -216475.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -216495.500000 Penalty: 4015.416748
	Iteration 12Q: 3 clusters Score -216495.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -216525.109375 Penalty: 4015.416748
	Iteration 13Q: 3 clusters Score -216525.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -216553.437500 Penalty: 4015.416748
	Iteration 14Q: 3 clusters Score -216553.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -216577.046875 Penalty: 4015.416748
	Iteration 15Q: 3 clusters Score -216577 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -216595.859375 Penalty: 4015.416748
	Iteration 16Q: 3 clusters Score -216595.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -216614.437500 Penalty: 4015.416748
	Iteration 17Q: 3 clusters Score -216614.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -216638.968750 Penalty: 4015.416748
	Iteration 18Q: 3 clusters Score -216639 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -216659.953125 Penalty: 4015.416748
	Iteration 19Q: 3 clusters Score -216660 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -216690.250000 Penalty: 4015.416748
	Iteration 20F: 3 clusters Score -216690.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -216710.718750 Penalty: 4015.416748
	Iteration 21Q: 3 clusters Score -216710.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -216733.812500 Penalty: 4015.416748
	Iteration 22Q: 3 clusters Score -216733.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -216765.562500 Penalty: 4015.416748
	Iteration 23Q: 3 clusters Score -216765.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -216792.171875 Penalty: 4015.416748
	Iteration 24Q: 3 clusters Score -216792.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -216814.609375 Penalty: 4015.416748
	Iteration 25Q: 3 clusters Score -216814.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -216840.406250 Penalty: 4015.416748
	Iteration 26Q: 3 clusters Score -216840.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -216862.375000 Penalty: 4015.416748
	Iteration 27Q: 3 clusters Score -216862.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -216875.359375 Penalty: 4015.416748
	Iteration 28Q: 3 clusters Score -216875.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -216891.437500 Penalty: 4015.416748
	Iteration 29Q: 3 clusters Score -216891.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -216911.500000 Penalty: 4015.416748
	Iteration 30Q: 3 clusters Score -216911.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -216928.453125 Penalty: 4015.416748
	Iteration 31Q: 3 clusters Score -216928.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -216952.500000 Penalty: 4015.416748
	Iteration 32Q: 3 clusters Score -216952.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -216985.312500 Penalty: 4015.416748
	Iteration 33Q: 3 clusters Score -216985.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -217010.578125 Penalty: 4015.416748
	Iteration 34Q: 3 clusters Score -217010.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -217021.437500 Penalty: 4015.416748
	Iteration 35Q: 3 clusters Score -217021.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -217025.437500 Penalty: 4015.416748
	Iteration 36Q: 3 clusters Score -217025.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -217031.421875 Penalty: 4015.416748
	Iteration 37Q: 3 clusters Score -217031.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -217033.687500 Penalty: 4015.416748
	Iteration 38Q: 3 clusters Score -217033.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -217035.968750 Penalty: 4015.416748
	Iteration 39Q: 3 clusters Score -217036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -217040.062500 Penalty: 4015.416748
	Iteration 40F: 3 clusters Score -217040.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -217042.734375 Penalty: 4015.416748
	Iteration 41Q: 3 clusters Score -217042.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -217045.609375 Penalty: 4015.416748
	Iteration 42Q: 3 clusters Score -217045.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -217050.828125 Penalty: 4015.416748
	Iteration 43Q: 3 clusters Score -217050.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -217057.312500 Penalty: 4015.416748
	Iteration 44Q: 3 clusters Score -217057.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -217065.406250 Penalty: 4015.416748
	Iteration 45Q: 3 clusters Score -217065.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -217073.843750 Penalty: 4015.416748
	Iteration 46Q: 3 clusters Score -217073.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -217079.031250 Penalty: 4015.416748
	Iteration 47Q: 3 clusters Score -217079 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -217084.265625 Penalty: 4015.416748
	Iteration 48Q: 3 clusters Score -217084.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -217089.500000 Penalty: 4015.416748
	Iteration 49Q: 3 clusters Score -217089.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -217093.265625 Penalty: 4015.416748
	Iteration 50Q: 3 clusters Score -217093.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -217096.296875 Penalty: 4015.416748
	Iteration 51Q: 3 clusters Score -217096.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -217099.546875 Penalty: 4015.416748
	Iteration 52Q: 3 clusters Score -217099.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -217100.984375 Penalty: 4015.416748
	Iteration 53Q: 3 clusters Score -217101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -217102.453125 Penalty: 4015.416748
	Iteration 54Q: 3 clusters Score -217102.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -217105.031250 Penalty: 4015.416748
	Iteration 55Q: 3 clusters Score -217105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -217106.531250 Penalty: 4015.416748
	Iteration 56Q: 3 clusters Score -217106.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -217109.109375 Penalty: 4015.416748
	Iteration 57Q: 3 clusters Score -217109.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -217110.328125 Penalty: 4015.416748
	Iteration 58Q: 3 clusters Score -217110.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -217114.718750 Penalty: 4015.416748
	Iteration 59Q: 3 clusters Score -217114.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -217115.531250 Penalty: 4015.416748
	Iteration 60F: 3 clusters Score -217115.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -217115.796875 Penalty: 4015.416748
	Iteration 61Q: 3 clusters Score -217115.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -217116.875000 Penalty: 4015.416748
	Iteration 62Q: 3 clusters Score -217116.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -217117.765625 Penalty: 4015.416748
	Iteration 63Q: 3 clusters Score -217117.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -217118.453125 Penalty: 4015.416748
	Iteration 64Q: 3 clusters Score -217118.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -217119.171875 Penalty: 4015.416748
	Iteration 65Q: 3 clusters Score -217119.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -217119.171875 Penalty: 4015.416748
	Iteration 66F: 3 clusters Score -217119.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (345601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345601 members 
Entering Unmasked Estep 
Score: -27444816.000000 Penalty: 3162.753906
	Iteration 0F: 2 clusters Score -2.744482e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172882 members 
Mstep: Class 2 contains 172719 members 
Entering Unmasked Estep 
Score: -27212452.000000 Penalty: 6325.507812
	Iteration 0F: 3 clusters Score -2.721245e+07 nChanged 167520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169910 members 
Mstep: Class 2 contains 175691 members 
Entering Unmasked Estep 
Score: -27312164.000000 Penalty: 6325.507812
	Iteration 1F: 3 clusters Score -2.731216e+07 nChanged 10097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167969 members 
Mstep: Class 2 contains 177632 members 
Entering Unmasked Estep 
Score: -27314850.000000 Penalty: 6325.507812
	Iteration 2Q: 3 clusters Score -2.731485e+07 nChanged 11970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164817 members 
Mstep: Class 2 contains 180784 members 
Entering Unmasked Estep 
Score: -27318558.000000 Penalty: 6325.507812
	Iteration 3Q: 3 clusters Score -2.731856e+07 nChanged 14280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160179 members 
Mstep: Class 2 contains 185422 members 
Entering Unmasked Estep 
Score: -27324188.000000 Penalty: 6325.507812
	Iteration 4Q: 3 clusters Score -2.732419e+07 nChanged 16959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153168 members 
Mstep: Class 2 contains 192433 members 
Entering Unmasked Estep 
Score: -27331340.000000 Penalty: 6325.507812
	Iteration 5Q: 3 clusters Score -2.733134e+07 nChanged 19575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143289 members 
Mstep: Class 2 contains 202312 members 
Entering Unmasked Estep 
Score: -27341126.000000 Penalty: 6325.507812
	Iteration 6F: 3 clusters Score -2.734113e+07 nChanged 20846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130265 members 
Mstep: Class 2 contains 215336 members 
Entering Unmasked Estep 
Score: -27352342.000000 Penalty: 6325.507812
	Iteration 7F: 3 clusters Score -2.735234e+07 nChanged 21020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114275 members 
Mstep: Class 2 contains 231326 members 
Entering Unmasked Estep 
Score: -27365394.000000 Penalty: 6325.507812
	Iteration 8F: 3 clusters Score -2.736539e+07 nChanged 20401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96436 members 
Mstep: Class 2 contains 249165 members 
Entering Unmasked Estep 
Score: -27380190.000000 Penalty: 6325.507812
	Iteration 9F: 3 clusters Score -2.738019e+07 nChanged 19173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78447 members 
Mstep: Class 2 contains 267154 members 
Entering Unmasked Estep 
Score: -27395950.000000 Penalty: 6325.507812
	Iteration 10F: 3 clusters Score -2.739595e+07 nChanged 16251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62786 members 
Mstep: Class 2 contains 282815 members 
Entering Unmasked Estep 
Score: -27410612.000000 Penalty: 6325.507812
	Iteration 11Q: 3 clusters Score -2.741061e+07 nChanged 12561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50673 members 
Mstep: Class 2 contains 294928 members 
Entering Unmasked Estep 
Score: -27421348.000000 Penalty: 6325.507812
	Iteration 12Q: 3 clusters Score -2.742135e+07 nChanged 9299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41590 members 
Mstep: Class 2 contains 304011 members 
Entering Unmasked Estep 
Score: -27428260.000000 Penalty: 6325.507812
	Iteration 13Q: 3 clusters Score -2.742826e+07 nChanged 7077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34547 members 
Mstep: Class 2 contains 311054 members 
Entering Unmasked Estep 
Score: -27432546.000000 Penalty: 6325.507812
	Iteration 14Q: 3 clusters Score -2.743255e+07 nChanged 5807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28740 members 
Mstep: Class 2 contains 316861 members 
Entering Unmasked Estep 
Score: -27435858.000000 Penalty: 6325.507812
	Iteration 15Q: 3 clusters Score -2.743586e+07 nChanged 4608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24136 members 
Mstep: Class 2 contains 321465 members 
Entering Unmasked Estep 
Score: -27438508.000000 Penalty: 6325.507812
	Iteration 16Q: 3 clusters Score -2.743851e+07 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20473 members 
Mstep: Class 2 contains 325128 members 
Entering Unmasked Estep 
Score: -27440566.000000 Penalty: 6325.507812
	Iteration 17Q: 3 clusters Score -2.744057e+07 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 327908 members 
Entering Unmasked Estep 
Score: -27442114.000000 Penalty: 6325.507812
	Iteration 18Q: 3 clusters Score -2.744211e+07 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15532 members 
Mstep: Class 2 contains 330069 members 
Entering Unmasked Estep 
Score: -27443132.000000 Penalty: 6325.507812
	Iteration 19Q: 3 clusters Score -2.744313e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 331674 members 
Entering Unmasked Estep 
Score: -27443840.000000 Penalty: 6325.507812
	Iteration 20F: 3 clusters Score -2.744384e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 332892 members 
Entering Unmasked Estep 
Score: -27444304.000000 Penalty: 6325.507812
	Iteration 21Q: 3 clusters Score -2.74443e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 333818 members 
Entering Unmasked Estep 
Score: -27444576.000000 Penalty: 6325.507812
	Iteration 22Q: 3 clusters Score -2.744458e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 334511 members 
Entering Unmasked Estep 
Score: -27444728.000000 Penalty: 6325.507812
	Iteration 23Q: 3 clusters Score -2.744473e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 335035 members 
Entering Unmasked Estep 
Score: -27444858.000000 Penalty: 6325.507812
	Iteration 24Q: 3 clusters Score -2.744486e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 335426 members 
Entering Unmasked Estep 
Score: -27444912.000000 Penalty: 6325.507812
	Iteration 25Q: 3 clusters Score -2.744491e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 335742 members 
Entering Unmasked Estep 
Score: -27444960.000000 Penalty: 6325.507812
	Iteration 26Q: 3 clusters Score -2.744496e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 335997 members 
Entering Unmasked Estep 
Score: -27444956.000000 Penalty: 6325.507812
	Iteration 27Q: 3 clusters Score -2.744496e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 336196 members 
Entering Unmasked Estep 
Score: -27445062.000000 Penalty: 6325.507812
	Iteration 28Q: 3 clusters Score -2.744506e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 336354 members 
Entering Unmasked Estep 
Score: -27445056.000000 Penalty: 6325.507812
	Iteration 29Q: 3 clusters Score -2.744506e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 336488 members 
Entering Unmasked Estep 
Score: -27445050.000000 Penalty: 6325.507812
	Iteration 30Q: 3 clusters Score -2.744505e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 336604 members 
Entering Unmasked Estep 
Score: -27445102.000000 Penalty: 6325.507812
	Iteration 31Q: 3 clusters Score -2.74451e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 336688 members 
Entering Unmasked Estep 
Score: -27445090.000000 Penalty: 6325.507812
	Iteration 32Q: 3 clusters Score -2.744509e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 336767 members 
Entering Unmasked Estep 
Score: -27445102.000000 Penalty: 6325.507812
	Iteration 33Q: 3 clusters Score -2.74451e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 336843 members 
Entering Unmasked Estep 
Score: -27445172.000000 Penalty: 6325.507812
	Iteration 34Q: 3 clusters Score -2.744517e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 336911 members 
Entering Unmasked Estep 
Score: -27445150.000000 Penalty: 6325.507812
	Iteration 35Q: 3 clusters Score -2.744515e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 336963 members 
Entering Unmasked Estep 
Score: -27445166.000000 Penalty: 6325.507812
	Iteration 36Q: 3 clusters Score -2.744517e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 337020 members 
Entering Unmasked Estep 
Score: -27445154.000000 Penalty: 6325.507812
	Iteration 37Q: 3 clusters Score -2.744515e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 337060 members 
Entering Unmasked Estep 
Score: -27445144.000000 Penalty: 6325.507812
	Iteration 38Q: 3 clusters Score -2.744514e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 337099 members 
Entering Unmasked Estep 
Score: -27445170.000000 Penalty: 6325.507812
	Iteration 39Q: 3 clusters Score -2.744517e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 337128 members 
Entering Unmasked Estep 
Score: -27445190.000000 Penalty: 6325.507812
	Iteration 40F: 3 clusters Score -2.744519e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 337156 members 
Entering Unmasked Estep 
Score: -27445204.000000 Penalty: 6325.507812
	Iteration 41Q: 3 clusters Score -2.74452e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 337170 members 
Entering Unmasked Estep 
Score: -27445194.000000 Penalty: 6325.507812
	Iteration 42Q: 3 clusters Score -2.744519e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 337186 members 
Entering Unmasked Estep 
Score: -27445218.000000 Penalty: 6325.507812
	Iteration 43Q: 3 clusters Score -2.744522e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 337199 members 
Entering Unmasked Estep 
Score: -27445188.000000 Penalty: 6325.507812
	Iteration 44Q: 3 clusters Score -2.744519e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 337208 members 
Entering Unmasked Estep 
Score: -27445192.000000 Penalty: 6325.507812
	Iteration 45Q: 3 clusters Score -2.744519e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 337215 members 
Entering Unmasked Estep 
Score: -27445200.000000 Penalty: 6325.507812
	Iteration 46Q: 3 clusters Score -2.74452e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 337224 members 
Entering Unmasked Estep 
Score: -27445188.000000 Penalty: 6325.507812
	Iteration 47Q: 3 clusters Score -2.744519e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 337233 members 
Entering Unmasked Estep 
Score: -27445214.000000 Penalty: 6325.507812
	Iteration 48Q: 3 clusters Score -2.744521e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 337242 members 
Entering Unmasked Estep 
Score: -27445212.000000 Penalty: 6325.507812
	Iteration 49Q: 3 clusters Score -2.744521e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 337252 members 
Entering Unmasked Estep 
Score: -27445210.000000 Penalty: 6325.507812
	Iteration 50Q: 3 clusters Score -2.744521e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 337261 members 
Entering Unmasked Estep 
Score: -27445206.000000 Penalty: 6325.507812
	Iteration 51Q: 3 clusters Score -2.744521e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 337267 members 
Entering Unmasked Estep 
Score: -27445208.000000 Penalty: 6325.507812
	Iteration 52Q: 3 clusters Score -2.744521e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 337277 members 
Entering Unmasked Estep 
Score: -27445210.000000 Penalty: 6325.507812
	Iteration 53Q: 3 clusters Score -2.744521e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 337285 members 
Entering Unmasked Estep 
Score: -27445240.000000 Penalty: 6325.507812
	Iteration 54Q: 3 clusters Score -2.744524e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 337292 members 
Entering Unmasked Estep 
Score: -27445242.000000 Penalty: 6325.507812
	Iteration 55Q: 3 clusters Score -2.744524e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 337296 members 
Entering Unmasked Estep 
Score: -27445240.000000 Penalty: 6325.507812
	Iteration 56Q: 3 clusters Score -2.744524e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 337302 members 
Entering Unmasked Estep 
Score: -27445238.000000 Penalty: 6325.507812
	Iteration 57Q: 3 clusters Score -2.744524e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 337307 members 
Entering Unmasked Estep 
Score: -27445232.000000 Penalty: 6325.507812
	Iteration 58Q: 3 clusters Score -2.744523e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 337309 members 
Entering Unmasked Estep 
Score: -27445234.000000 Penalty: 6325.507812
	Iteration 59Q: 3 clusters Score -2.744523e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 337309 members 
Entering Unmasked Estep 
Score: -27445234.000000 Penalty: 6325.507812
	Iteration 60F: 3 clusters Score -2.744523e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 3416 members 
Mstep: Class 3 contains 80461 members 
Mstep: Class 4 contains 3280 members 
Mstep: Class 5 contains 8292 members 
Mstep: Class 6 contains 4343 members 
Mstep: Class 7 contains 9582 members 
Mstep: Class 8 contains 32355 members 
Mstep: Class 9 contains 5227 members 
Mstep: Class 10 contains 28474 members 
Mstep: Class 11 contains 218173 members 
Mstep: Class 12 contains 48594 members 
Mstep: Class 13 contains 154632 members 
Mstep: Class 14 contains 156974 members 
Mstep: Class 15 contains 73601 members 
Mstep: Class 16 contains 88323 members 
Mstep: Class 17 contains 2424 members 
Mstep: Class 18 contains 23170 members 
Mstep: Class 19 contains 4475 members 
Mstep: Class 20 contains 8470 members 
Mstep: Class 21 contains 45383 members 
Mstep: Class 22 contains 27981 members 
Mstep: Class 23 contains 8891 members 
Mstep: Class 24 contains 7708 members 
Mstep: Class 25 contains 24104 members 
Mstep: Class 26 contains 17394 members 
Mstep: Class 27 contains 6072 members 
Mstep: Class 28 contains 10711 members 
Mstep: Class 29 contains 3746 members 
Mstep: Class 30 contains 9912 members 
Mstep: Class 31 contains 337309 members 
Entering Unmasked Estep 
Score: -111962424.000000 Penalty: 109139.343750
Splitting cluster 5 changes total score from -111962856.000000 to -111962424.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (4343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Entering Unmasked Estep 
Score: -335213.656250 Penalty: 2077.327637
	Iteration 0F: 2 clusters Score -335213.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -331128.343750 Penalty: 4154.655273
	Iteration 0F: 3 clusters Score -331128.3 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -332127.593750 Penalty: 4154.655273
	Iteration 1F: 3 clusters Score -332127.6 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -332355.093750 Penalty: 4154.655273
	Iteration 2F: 3 clusters Score -332355.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -332486.250000 Penalty: 4154.655273
	Iteration 3F: 3 clusters Score -332486.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -332585.843750 Penalty: 4154.655273
	Iteration 4Q: 3 clusters Score -332585.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -332682.375000 Penalty: 4154.655273
	Iteration 5Q: 3 clusters Score -332682.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -332763.062500 Penalty: 4154.655273
	Iteration 6Q: 3 clusters Score -332763.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -332846.687500 Penalty: 4154.655273
	Iteration 7Q: 3 clusters Score -332846.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -332919.531250 Penalty: 4154.655273
	Iteration 8Q: 3 clusters Score -332919.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -332989.812500 Penalty: 4154.655273
	Iteration 9Q: 3 clusters Score -332989.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -333056.156250 Penalty: 4154.655273
	Iteration 10Q: 3 clusters Score -333056.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -333147.625000 Penalty: 4154.655273
	Iteration 11Q: 3 clusters Score -333147.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -333243.718750 Penalty: 4154.655273
	Iteration 12Q: 3 clusters Score -333243.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -333338.250000 Penalty: 4154.655273
	Iteration 13Q: 3 clusters Score -333338.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -333436.437500 Penalty: 4154.655273
	Iteration 14Q: 3 clusters Score -333436.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -333559.531250 Penalty: 4154.655273
	Iteration 15Q: 3 clusters Score -333559.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -333705.437500 Penalty: 4154.655273
	Iteration 16Q: 3 clusters Score -333705.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -333861.500000 Penalty: 4154.655273
	Iteration 17Q: 3 clusters Score -333861.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -334000.437500 Penalty: 4154.655273
	Iteration 18Q: 3 clusters Score -334000.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -334049.281250 Penalty: 4154.655273
	Iteration 19Q: 3 clusters Score -334049.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -334078.187500 Penalty: 4154.655273
	Iteration 20F: 3 clusters Score -334078.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -334095.468750 Penalty: 4154.655273
	Iteration 21Q: 3 clusters Score -334095.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -334109.750000 Penalty: 4154.655273
	Iteration 22Q: 3 clusters Score -334109.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -334119.812500 Penalty: 4154.655273
	Iteration 23Q: 3 clusters Score -334119.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -334128.062500 Penalty: 4154.655273
	Iteration 24Q: 3 clusters Score -334128.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -334134.093750 Penalty: 4154.655273
	Iteration 25Q: 3 clusters Score -334134.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -334137.593750 Penalty: 4154.655273
	Iteration 26Q: 3 clusters Score -334137.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -334142.468750 Penalty: 4154.655273
	Iteration 27Q: 3 clusters Score -334142.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -334146.093750 Penalty: 4154.655273
	Iteration 28Q: 3 clusters Score -334146.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -334149.593750 Penalty: 4154.655273
	Iteration 29Q: 3 clusters Score -334149.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -334151.250000 Penalty: 4154.655273
	Iteration 30Q: 3 clusters Score -334151.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -334151.718750 Penalty: 4154.655273
	Iteration 31Q: 3 clusters Score -334151.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -334151.937500 Penalty: 4154.655273
	Iteration 32Q: 3 clusters Score -334151.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -334151.937500 Penalty: 4154.655273
	Iteration 33F: 3 clusters Score -334151.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Entering Unmasked Estep 
Score: -749986.625000 Penalty: 2273.575195
	Iteration 0F: 2 clusters Score -749986.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -742619.062500 Penalty: 4547.150391
	Iteration 0F: 3 clusters Score -742619.1 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -744720.875000 Penalty: 4547.150391
	Iteration 1F: 3 clusters Score -744720.9 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -745007.500000 Penalty: 4547.150391
	Iteration 2F: 3 clusters Score -745007.5 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -745194.375000 Penalty: 4547.150391
	Iteration 3Q: 3 clusters Score -745194.4 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -745328.937500 Penalty: 4547.150391
	Iteration 4Q: 3 clusters Score -745328.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -745457.687500 Penalty: 4547.150391
	Iteration 5Q: 3 clusters Score -745457.7 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -745569.937500 Penalty: 4547.150391
	Iteration 6Q: 3 clusters Score -745569.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -745680.750000 Penalty: 4547.150391
	Iteration 7Q: 3 clusters Score -745680.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -745788.437500 Penalty: 4547.150391
	Iteration 8Q: 3 clusters Score -745788.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -745901.875000 Penalty: 4547.150391
	Iteration 9Q: 3 clusters Score -745901.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -746034.187500 Penalty: 4547.150391
	Iteration 10Q: 3 clusters Score -746034.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -746197.750000 Penalty: 4547.150391
	Iteration 11Q: 3 clusters Score -746197.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -746401.125000 Penalty: 4547.150391
	Iteration 12Q: 3 clusters Score -746401.1 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -746641.250000 Penalty: 4547.150391
	Iteration 13Q: 3 clusters Score -746641.2 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -746896.125000 Penalty: 4547.150391
	Iteration 14Q: 3 clusters Score -746896.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -747147.062500 Penalty: 4547.150391
	Iteration 15Q: 3 clusters Score -747147.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -747367.000000 Penalty: 4547.150391
	Iteration 16Q: 3 clusters Score -747367 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -747566.125000 Penalty: 4547.150391
	Iteration 17Q: 3 clusters Score -747566.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -747763.375000 Penalty: 4547.150391
	Iteration 18Q: 3 clusters Score -747763.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -747946.437500 Penalty: 4547.150391
	Iteration 19Q: 3 clusters Score -747946.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -748070.437500 Penalty: 4547.150391
	Iteration 20F: 3 clusters Score -748070.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -748138.437500 Penalty: 4547.150391
	Iteration 21Q: 3 clusters Score -748138.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -748187.125000 Penalty: 4547.150391
	Iteration 22Q: 3 clusters Score -748187.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -748225.625000 Penalty: 4547.150391
	Iteration 23Q: 3 clusters Score -748225.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -748249.500000 Penalty: 4547.150391
	Iteration 24Q: 3 clusters Score -748249.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -748277.625000 Penalty: 4547.150391
	Iteration 25Q: 3 clusters Score -748277.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -748297.250000 Penalty: 4547.150391
	Iteration 26Q: 3 clusters Score -748297.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -748311.312500 Penalty: 4547.150391
	Iteration 27Q: 3 clusters Score -748311.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -748318.562500 Penalty: 4547.150391
	Iteration 28Q: 3 clusters Score -748318.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -748326.875000 Penalty: 4547.150391
	Iteration 29Q: 3 clusters Score -748326.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -748332.687500 Penalty: 4547.150391
	Iteration 30Q: 3 clusters Score -748332.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -748340.437500 Penalty: 4547.150391
	Iteration 31Q: 3 clusters Score -748340.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -748344.062500 Penalty: 4547.150391
	Iteration 32Q: 3 clusters Score -748344.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -748350.000000 Penalty: 4547.150391
	Iteration 33Q: 3 clusters Score -748350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -748351.500000 Penalty: 4547.150391
	Iteration 34Q: 3 clusters Score -748351.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -748352.375000 Penalty: 4547.150391
	Iteration 35Q: 3 clusters Score -748352.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -748353.000000 Penalty: 4547.150391
	Iteration 36Q: 3 clusters Score -748353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -748353.000000 Penalty: 4547.150391
	Iteration 37Q: 3 clusters Score -748353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -748353.937500 Penalty: 4547.150391
	Iteration 38Q: 3 clusters Score -748353.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -748356.625000 Penalty: 4547.150391
	Iteration 39Q: 3 clusters Score -748356.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -748358.000000 Penalty: 4547.150391
	Iteration 40F: 3 clusters Score -748358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -748357.937500 Penalty: 4547.150391
	Iteration 41Q: 3 clusters Score -748357.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -748357.875000 Penalty: 4547.150391
	Iteration 42Q: 3 clusters Score -748357.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -748358.312500 Penalty: 4547.150391
	Iteration 43Q: 3 clusters Score -748358.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -748359.750000 Penalty: 4547.150391
	Iteration 44Q: 3 clusters Score -748359.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -748359.750000 Penalty: 4547.150391
	Iteration 45F: 3 clusters Score -748359.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (32355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32355 members 
Entering Unmasked Estep 
Score: -2522724.750000 Penalty: 2575.361816
	Iteration 0F: 2 clusters Score -2522725 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -2500614.500000 Penalty: 5150.723633
	Iteration 0F: 3 clusters Score -2500614 nChanged 14677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15864 members 
Mstep: Class 2 contains 16491 members 
Entering Unmasked Estep 
Score: -2510103.500000 Penalty: 5150.723633
	Iteration 1F: 3 clusters Score -2510104 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 17155 members 
Entering Unmasked Estep 
Score: -2512736.500000 Penalty: 5150.723633
	Iteration 2F: 3 clusters Score -2512736 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 18503 members 
Entering Unmasked Estep 
Score: -2516221.750000 Penalty: 5150.723633
	Iteration 3F: 3 clusters Score -2516222 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 20251 members 
Entering Unmasked Estep 
Score: -2519678.250000 Penalty: 5150.723633
	Iteration 4F: 3 clusters Score -2519678 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 21837 members 
Entering Unmasked Estep 
Score: -2522071.000000 Penalty: 5150.723633
	Iteration 5F: 3 clusters Score -2522071 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 22860 members 
Entering Unmasked Estep 
Score: -2523200.250000 Penalty: 5150.723633
	Iteration 6F: 3 clusters Score -2523200 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 23455 members 
Entering Unmasked Estep 
Score: -2523584.750000 Penalty: 5150.723633
	Iteration 7Q: 3 clusters Score -2523585 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 23883 members 
Entering Unmasked Estep 
Score: -2523783.750000 Penalty: 5150.723633
	Iteration 8Q: 3 clusters Score -2523784 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 24196 members 
Entering Unmasked Estep 
Score: -2523860.750000 Penalty: 5150.723633
	Iteration 9Q: 3 clusters Score -2523861 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 24456 members 
Entering Unmasked Estep 
Score: -2523926.000000 Penalty: 5150.723633
	Iteration 10Q: 3 clusters Score -2523926 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 24659 members 
Entering Unmasked Estep 
Score: -2523979.000000 Penalty: 5150.723633
	Iteration 11Q: 3 clusters Score -2523979 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 24840 members 
Entering Unmasked Estep 
Score: -2524029.750000 Penalty: 5150.723633
	Iteration 12Q: 3 clusters Score -2524030 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 25008 members 
Entering Unmasked Estep 
Score: -2524052.000000 Penalty: 5150.723633
	Iteration 13Q: 3 clusters Score -2524052 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 25158 members 
Entering Unmasked Estep 
Score: -2524075.250000 Penalty: 5150.723633
	Iteration 14Q: 3 clusters Score -2524075 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 25279 members 
Entering Unmasked Estep 
Score: -2524099.500000 Penalty: 5150.723633
	Iteration 15Q: 3 clusters Score -2524100 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 25391 members 
Entering Unmasked Estep 
Score: -2524114.500000 Penalty: 5150.723633
	Iteration 16Q: 3 clusters Score -2524114 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 25482 members 
Entering Unmasked Estep 
Score: -2524128.000000 Penalty: 5150.723633
	Iteration 17Q: 3 clusters Score -2524128 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 25573 members 
Entering Unmasked Estep 
Score: -2524132.750000 Penalty: 5150.723633
	Iteration 18Q: 3 clusters Score -2524133 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 25650 members 
Entering Unmasked Estep 
Score: -2524143.250000 Penalty: 5150.723633
	Iteration 19Q: 3 clusters Score -2524143 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 25716 members 
Entering Unmasked Estep 
Score: -2524152.500000 Penalty: 5150.723633
	Iteration 20F: 3 clusters Score -2524152 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 25781 members 
Entering Unmasked Estep 
Score: -2524157.750000 Penalty: 5150.723633
	Iteration 21Q: 3 clusters Score -2524158 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 25848 members 
Entering Unmasked Estep 
Score: -2524168.000000 Penalty: 5150.723633
	Iteration 22Q: 3 clusters Score -2524168 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 25920 members 
Entering Unmasked Estep 
Score: -2524184.750000 Penalty: 5150.723633
	Iteration 23Q: 3 clusters Score -2524185 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 26000 members 
Entering Unmasked Estep 
Score: -2524207.500000 Penalty: 5150.723633
	Iteration 24Q: 3 clusters Score -2524208 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 26075 members 
Entering Unmasked Estep 
Score: -2524204.000000 Penalty: 5150.723633
	Iteration 25Q: 3 clusters Score -2524204 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 26135 members 
Entering Unmasked Estep 
Score: -2524210.750000 Penalty: 5150.723633
	Iteration 26Q: 3 clusters Score -2524211 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 26188 members 
Entering Unmasked Estep 
Score: -2524213.750000 Penalty: 5150.723633
	Iteration 27Q: 3 clusters Score -2524214 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 26237 members 
Entering Unmasked Estep 
Score: -2524228.250000 Penalty: 5150.723633
	Iteration 28Q: 3 clusters Score -2524228 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 26287 members 
Entering Unmasked Estep 
Score: -2524232.000000 Penalty: 5150.723633
	Iteration 29Q: 3 clusters Score -2524232 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 26335 members 
Entering Unmasked Estep 
Score: -2524241.000000 Penalty: 5150.723633
	Iteration 30Q: 3 clusters Score -2524241 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 26385 members 
Entering Unmasked Estep 
Score: -2524247.750000 Penalty: 5150.723633
	Iteration 31Q: 3 clusters Score -2524248 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 26443 members 
Entering Unmasked Estep 
Score: -2524258.500000 Penalty: 5150.723633
	Iteration 32Q: 3 clusters Score -2524258 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 26488 members 
Entering Unmasked Estep 
Score: -2524267.750000 Penalty: 5150.723633
	Iteration 33Q: 3 clusters Score -2524268 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 26529 members 
Entering Unmasked Estep 
Score: -2524271.000000 Penalty: 5150.723633
	Iteration 34Q: 3 clusters Score -2524271 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 26558 members 
Entering Unmasked Estep 
Score: -2524270.500000 Penalty: 5150.723633
	Iteration 35Q: 3 clusters Score -2524270 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 26592 members 
Entering Unmasked Estep 
Score: -2524280.000000 Penalty: 5150.723633
	Iteration 36Q: 3 clusters Score -2524280 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 26619 members 
Entering Unmasked Estep 
Score: -2524278.750000 Penalty: 5150.723633
	Iteration 37Q: 3 clusters Score -2524279 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 26645 members 
Entering Unmasked Estep 
Score: -2524277.000000 Penalty: 5150.723633
	Iteration 38Q: 3 clusters Score -2524277 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 26664 members 
Entering Unmasked Estep 
Score: -2524277.000000 Penalty: 5150.723633
	Iteration 39Q: 3 clusters Score -2524277 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 26683 members 
Entering Unmasked Estep 
Score: -2524282.250000 Penalty: 5150.723633
	Iteration 40F: 3 clusters Score -2524282 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 26708 members 
Entering Unmasked Estep 
Score: -2524274.000000 Penalty: 5150.723633
	Iteration 41Q: 3 clusters Score -2524274 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 26729 members 
Entering Unmasked Estep 
Score: -2524288.500000 Penalty: 5150.723633
	Iteration 42Q: 3 clusters Score -2524288 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 26747 members 
Entering Unmasked Estep 
Score: -2524287.750000 Penalty: 5150.723633
	Iteration 43Q: 3 clusters Score -2524288 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 26766 members 
Entering Unmasked Estep 
Score: -2524296.750000 Penalty: 5150.723633
	Iteration 44Q: 3 clusters Score -2524297 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 26782 members 
Entering Unmasked Estep 
Score: -2524296.250000 Penalty: 5150.723633
	Iteration 45Q: 3 clusters Score -2524296 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 26799 members 
Entering Unmasked Estep 
Score: -2524292.250000 Penalty: 5150.723633
	Iteration 46Q: 3 clusters Score -2524292 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 26814 members 
Entering Unmasked Estep 
Score: -2524290.750000 Penalty: 5150.723633
	Iteration 47Q: 3 clusters Score -2524291 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 26834 members 
Entering Unmasked Estep 
Score: -2524295.750000 Penalty: 5150.723633
	Iteration 48Q: 3 clusters Score -2524296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 26844 members 
Entering Unmasked Estep 
Score: -2524295.750000 Penalty: 5150.723633
	Iteration 49Q: 3 clusters Score -2524296 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 26855 members 
Entering Unmasked Estep 
Score: -2524291.750000 Penalty: 5150.723633
	Iteration 50Q: 3 clusters Score -2524292 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 26866 members 
Entering Unmasked Estep 
Score: -2524289.500000 Penalty: 5150.723633
	Iteration 51Q: 3 clusters Score -2524290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 26875 members 
Entering Unmasked Estep 
Score: -2524296.250000 Penalty: 5150.723633
	Iteration 52Q: 3 clusters Score -2524296 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 26886 members 
Entering Unmasked Estep 
Score: -2524297.000000 Penalty: 5150.723633
	Iteration 53Q: 3 clusters Score -2524297 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 26894 members 
Entering Unmasked Estep 
Score: -2524295.750000 Penalty: 5150.723633
	Iteration 54Q: 3 clusters Score -2524296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 26899 members 
Entering Unmasked Estep 
Score: -2524299.500000 Penalty: 5150.723633
	Iteration 55Q: 3 clusters Score -2524300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 26907 members 
Entering Unmasked Estep 
Score: -2524296.000000 Penalty: 5150.723633
	Iteration 56Q: 3 clusters Score -2524296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 26917 members 
Entering Unmasked Estep 
Score: -2524297.250000 Penalty: 5150.723633
	Iteration 57Q: 3 clusters Score -2524297 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 26937 members 
Entering Unmasked Estep 
Score: -2524299.500000 Penalty: 5150.723633
	Iteration 58Q: 3 clusters Score -2524300 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 26955 members 
Entering Unmasked Estep 
Score: -2524299.500000 Penalty: 5150.723633
	Iteration 59Q: 3 clusters Score -2524300 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 26975 members 
Entering Unmasked Estep 
Score: -2524306.250000 Penalty: 5150.723633
	Iteration 60F: 3 clusters Score -2524306 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 26993 members 
Entering Unmasked Estep 
Score: -2524307.000000 Penalty: 5150.723633
	Iteration 61Q: 3 clusters Score -2524307 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 27017 members 
Entering Unmasked Estep 
Score: -2524311.500000 Penalty: 5150.723633
	Iteration 62Q: 3 clusters Score -2524312 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 27049 members 
Entering Unmasked Estep 
Score: -2524308.250000 Penalty: 5150.723633
	Iteration 63Q: 3 clusters Score -2524308 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 27077 members 
Entering Unmasked Estep 
Score: -2524303.000000 Penalty: 5150.723633
	Iteration 64Q: 3 clusters Score -2524303 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 27105 members 
Entering Unmasked Estep 
Score: -2524311.000000 Penalty: 5150.723633
	Iteration 65Q: 3 clusters Score -2524311 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 27125 members 
Entering Unmasked Estep 
Score: -2524304.500000 Penalty: 5150.723633
	Iteration 66Q: 3 clusters Score -2524304 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 27147 members 
Entering Unmasked Estep 
Score: -2524308.500000 Penalty: 5150.723633
	Iteration 67Q: 3 clusters Score -2524308 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 27162 members 
Entering Unmasked Estep 
Score: -2524309.750000 Penalty: 5150.723633
	Iteration 68Q: 3 clusters Score -2524310 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 27183 members 
Entering Unmasked Estep 
Score: -2524314.500000 Penalty: 5150.723633
	Iteration 69Q: 3 clusters Score -2524314 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 27197 members 
Entering Unmasked Estep 
Score: -2524316.000000 Penalty: 5150.723633
	Iteration 70Q: 3 clusters Score -2524316 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 27212 members 
Entering Unmasked Estep 
Score: -2524322.750000 Penalty: 5150.723633
	Iteration 71Q: 3 clusters Score -2524323 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 27232 members 
Entering Unmasked Estep 
Score: -2524330.500000 Penalty: 5150.723633
	Iteration 72Q: 3 clusters Score -2524330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 27241 members 
Entering Unmasked Estep 
Score: -2524332.750000 Penalty: 5150.723633
	Iteration 73Q: 3 clusters Score -2524333 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 27250 members 
Entering Unmasked Estep 
Score: -2524329.750000 Penalty: 5150.723633
	Iteration 74Q: 3 clusters Score -2524330 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 27263 members 
Entering Unmasked Estep 
Score: -2524335.250000 Penalty: 5150.723633
	Iteration 75Q: 3 clusters Score -2524335 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 27279 members 
Entering Unmasked Estep 
Score: -2524335.000000 Penalty: 5150.723633
	Iteration 76Q: 3 clusters Score -2524335 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 27295 members 
Entering Unmasked Estep 
Score: -2524335.000000 Penalty: 5150.723633
	Iteration 77Q: 3 clusters Score -2524335 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 27313 members 
Entering Unmasked Estep 
Score: -2524339.500000 Penalty: 5150.723633
	Iteration 78Q: 3 clusters Score -2524340 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 27328 members 
Entering Unmasked Estep 
Score: -2524339.250000 Penalty: 5150.723633
	Iteration 79Q: 3 clusters Score -2524339 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 27340 members 
Entering Unmasked Estep 
Score: -2524337.750000 Penalty: 5150.723633
	Iteration 80F: 3 clusters Score -2524338 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 27356 members 
Entering Unmasked Estep 
Score: -2524340.250000 Penalty: 5150.723633
	Iteration 81Q: 3 clusters Score -2524340 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 27366 members 
Entering Unmasked Estep 
Score: -2524347.750000 Penalty: 5150.723633
	Iteration 82Q: 3 clusters Score -2524348 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 27376 members 
Entering Unmasked Estep 
Score: -2524345.250000 Penalty: 5150.723633
	Iteration 83Q: 3 clusters Score -2524345 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 27384 members 
Entering Unmasked Estep 
Score: -2524343.750000 Penalty: 5150.723633
	Iteration 84Q: 3 clusters Score -2524344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 27392 members 
Entering Unmasked Estep 
Score: -2524346.000000 Penalty: 5150.723633
	Iteration 85Q: 3 clusters Score -2524346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 27396 members 
Entering Unmasked Estep 
Score: -2524345.750000 Penalty: 5150.723633
	Iteration 86Q: 3 clusters Score -2524346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 27398 members 
Entering Unmasked Estep 
Score: -2524344.500000 Penalty: 5150.723633
	Iteration 87Q: 3 clusters Score -2524344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 27402 members 
Entering Unmasked Estep 
Score: -2524345.750000 Penalty: 5150.723633
	Iteration 88Q: 3 clusters Score -2524346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 27405 members 
Entering Unmasked Estep 
Score: -2524345.000000 Penalty: 5150.723633
	Iteration 89Q: 3 clusters Score -2524345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 27409 members 
Entering Unmasked Estep 
Score: -2524349.250000 Penalty: 5150.723633
	Iteration 90Q: 3 clusters Score -2524349 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 27415 members 
Entering Unmasked Estep 
Score: -2524347.500000 Penalty: 5150.723633
	Iteration 91Q: 3 clusters Score -2524348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 27421 members 
Entering Unmasked Estep 
Score: -2524346.750000 Penalty: 5150.723633
	Iteration 92Q: 3 clusters Score -2524347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 27424 members 
Entering Unmasked Estep 
Score: -2524352.750000 Penalty: 5150.723633
	Iteration 93Q: 3 clusters Score -2524353 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 27428 members 
Entering Unmasked Estep 
Score: -2524348.750000 Penalty: 5150.723633
	Iteration 94Q: 3 clusters Score -2524349 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 27432 members 
Entering Unmasked Estep 
Score: -2524349.750000 Penalty: 5150.723633
	Iteration 95Q: 3 clusters Score -2524350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 27439 members 
Entering Unmasked Estep 
Score: -2524350.250000 Penalty: 5150.723633
	Iteration 96Q: 3 clusters Score -2524350 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 27448 members 
Entering Unmasked Estep 
Score: -2524355.000000 Penalty: 5150.723633
	Iteration 97Q: 3 clusters Score -2524355 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 27460 members 
Entering Unmasked Estep 
Score: -2524357.000000 Penalty: 5150.723633
	Iteration 98Q: 3 clusters Score -2524357 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 27476 members 
Entering Unmasked Estep 
Score: -2524356.750000 Penalty: 5150.723633
	Iteration 99Q: 3 clusters Score -2524357 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 27493 members 
Entering Unmasked Estep 
Score: -2524358.250000 Penalty: 5150.723633
	Iteration 100F: 3 clusters Score -2524358 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 27513 members 
Entering Unmasked Estep 
Score: -2524366.500000 Penalty: 5150.723633
	Iteration 101Q: 3 clusters Score -2524366 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 27533 members 
Entering Unmasked Estep 
Score: -2524363.000000 Penalty: 5150.723633
	Iteration 102Q: 3 clusters Score -2524363 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 27552 members 
Entering Unmasked Estep 
Score: -2524362.000000 Penalty: 5150.723633
	Iteration 103Q: 3 clusters Score -2524362 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 27565 members 
Entering Unmasked Estep 
Score: -2524366.500000 Penalty: 5150.723633
	Iteration 104Q: 3 clusters Score -2524366 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 27578 members 
Entering Unmasked Estep 
Score: -2524374.000000 Penalty: 5150.723633
	Iteration 105Q: 3 clusters Score -2524374 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 27591 members 
Entering Unmasked Estep 
Score: -2524377.000000 Penalty: 5150.723633
	Iteration 106Q: 3 clusters Score -2524377 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 27607 members 
Entering Unmasked Estep 
Score: -2524377.250000 Penalty: 5150.723633
	Iteration 107Q: 3 clusters Score -2524377 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 27625 members 
Entering Unmasked Estep 
Score: -2524374.000000 Penalty: 5150.723633
	Iteration 108Q: 3 clusters Score -2524374 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 27642 members 
Entering Unmasked Estep 
Score: -2524374.500000 Penalty: 5150.723633
	Iteration 109Q: 3 clusters Score -2524374 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 27656 members 
Entering Unmasked Estep 
Score: -2524383.750000 Penalty: 5150.723633
	Iteration 110Q: 3 clusters Score -2524384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 27666 members 
Entering Unmasked Estep 
Score: -2524383.750000 Penalty: 5150.723633
	Iteration 111Q: 3 clusters Score -2524384 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 27677 members 
Entering Unmasked Estep 
Score: -2524385.250000 Penalty: 5150.723633
	Iteration 112Q: 3 clusters Score -2524385 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 27692 members 
Entering Unmasked Estep 
Score: -2524389.250000 Penalty: 5150.723633
	Iteration 113Q: 3 clusters Score -2524389 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 27709 members 
Entering Unmasked Estep 
Score: -2524392.500000 Penalty: 5150.723633
	Iteration 114Q: 3 clusters Score -2524392 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 27722 members 
Entering Unmasked Estep 
Score: -2524391.750000 Penalty: 5150.723633
	Iteration 115Q: 3 clusters Score -2524392 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 27737 members 
Entering Unmasked Estep 
Score: -2524396.000000 Penalty: 5150.723633
	Iteration 116Q: 3 clusters Score -2524396 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 27754 members 
Entering Unmasked Estep 
Score: -2524390.250000 Penalty: 5150.723633
	Iteration 117Q: 3 clusters Score -2524390 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 27770 members 
Entering Unmasked Estep 
Score: -2524393.000000 Penalty: 5150.723633
	Iteration 118Q: 3 clusters Score -2524393 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 27782 members 
Entering Unmasked Estep 
Score: -2524391.750000 Penalty: 5150.723633
	Iteration 119Q: 3 clusters Score -2524392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 27790 members 
Entering Unmasked Estep 
Score: -2524386.250000 Penalty: 5150.723633
	Iteration 120F: 3 clusters Score -2524386 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 27801 members 
Entering Unmasked Estep 
Score: -2524394.250000 Penalty: 5150.723633
	Iteration 121Q: 3 clusters Score -2524394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 27804 members 
Entering Unmasked Estep 
Score: -2524395.500000 Penalty: 5150.723633
	Iteration 122Q: 3 clusters Score -2524396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 27805 members 
Entering Unmasked Estep 
Score: -2524398.750000 Penalty: 5150.723633
	Iteration 123Q: 3 clusters Score -2524399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 27805 members 
Entering Unmasked Estep 
Score: -2524396.750000 Penalty: 5150.723633
	Iteration 124Q: 3 clusters Score -2524397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 27806 members 
Entering Unmasked Estep 
Score: -2524397.750000 Penalty: 5150.723633
	Iteration 125Q: 3 clusters Score -2524398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 27809 members 
Entering Unmasked Estep 
Score: -2524399.750000 Penalty: 5150.723633
	Iteration 126Q: 3 clusters Score -2524400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 27812 members 
Entering Unmasked Estep 
Score: -2524402.000000 Penalty: 5150.723633
	Iteration 127Q: 3 clusters Score -2524402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 27816 members 
Entering Unmasked Estep 
Score: -2524402.000000 Penalty: 5150.723633
	Iteration 128Q: 3 clusters Score -2524402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 27821 members 
Entering Unmasked Estep 
Score: -2524397.250000 Penalty: 5150.723633
	Iteration 129Q: 3 clusters Score -2524397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 27824 members 
Entering Unmasked Estep 
Score: -2524393.750000 Penalty: 5150.723633
	Iteration 130Q: 3 clusters Score -2524394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 27827 members 
Entering Unmasked Estep 
Score: -2524397.250000 Penalty: 5150.723633
	Iteration 131Q: 3 clusters Score -2524397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 27831 members 
Entering Unmasked Estep 
Score: -2524393.750000 Penalty: 5150.723633
	Iteration 132Q: 3 clusters Score -2524394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 27832 members 
Entering Unmasked Estep 
Score: -2524396.750000 Penalty: 5150.723633
	Iteration 133Q: 3 clusters Score -2524397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 27835 members 
Entering Unmasked Estep 
Score: -2524397.250000 Penalty: 5150.723633
	Iteration 134Q: 3 clusters Score -2524397 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 27842 members 
Entering Unmasked Estep 
Score: -2524393.250000 Penalty: 5150.723633
	Iteration 135Q: 3 clusters Score -2524393 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 27850 members 
Entering Unmasked Estep 
Score: -2524403.500000 Penalty: 5150.723633
	Iteration 136Q: 3 clusters Score -2524404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 27855 members 
Entering Unmasked Estep 
Score: -2524403.250000 Penalty: 5150.723633
	Iteration 137Q: 3 clusters Score -2524403 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 27866 members 
Entering Unmasked Estep 
Score: -2524403.000000 Penalty: 5150.723633
	Iteration 138Q: 3 clusters Score -2524403 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 27885 members 
Entering Unmasked Estep 
Score: -2524402.250000 Penalty: 5150.723633
	Iteration 139Q: 3 clusters Score -2524402 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 27894 members 
Entering Unmasked Estep 
Score: -2524409.000000 Penalty: 5150.723633
	Iteration 140F: 3 clusters Score -2524409 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 27901 members 
Entering Unmasked Estep 
Score: -2524406.000000 Penalty: 5150.723633
	Iteration 141Q: 3 clusters Score -2524406 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 27910 members 
Entering Unmasked Estep 
Score: -2524412.500000 Penalty: 5150.723633
	Iteration 142Q: 3 clusters Score -2524412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 27918 members 
Entering Unmasked Estep 
Score: -2524410.500000 Penalty: 5150.723633
	Iteration 143Q: 3 clusters Score -2524410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 27925 members 
Entering Unmasked Estep 
Score: -2524411.250000 Penalty: 5150.723633
	Iteration 144Q: 3 clusters Score -2524411 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 27939 members 
Entering Unmasked Estep 
Score: -2524415.750000 Penalty: 5150.723633
	Iteration 145Q: 3 clusters Score -2524416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 27946 members 
Entering Unmasked Estep 
Score: -2524418.250000 Penalty: 5150.723633
	Iteration 146Q: 3 clusters Score -2524418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 27949 members 
Entering Unmasked Estep 
Score: -2524417.750000 Penalty: 5150.723633
	Iteration 147Q: 3 clusters Score -2524418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 27950 members 
Entering Unmasked Estep 
Score: -2524417.000000 Penalty: 5150.723633
	Iteration 148Q: 3 clusters Score -2524417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 27953 members 
Entering Unmasked Estep 
Score: -2524419.000000 Penalty: 5150.723633
	Iteration 149Q: 3 clusters Score -2524419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 27956 members 
Entering Unmasked Estep 
Score: -2524422.500000 Penalty: 5150.723633
	Iteration 150Q: 3 clusters Score -2524422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 27957 members 
Entering Unmasked Estep 
Score: -2524420.000000 Penalty: 5150.723633
	Iteration 151Q: 3 clusters Score -2524420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 27957 members 
Entering Unmasked Estep 
Score: -2524420.000000 Penalty: 5150.723633
	Iteration 152F: 3 clusters Score -2524420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 3416 members 
Mstep: Class 3 contains 80461 members 
Mstep: Class 4 contains 3280 members 
Mstep: Class 5 contains 345601 members 
Mstep: Class 6 contains 4343 members 
Mstep: Class 7 contains 9582 members 
Mstep: Class 8 contains 4398 members 
Mstep: Class 9 contains 5227 members 
Mstep: Class 10 contains 28474 members 
Mstep: Class 11 contains 218173 members 
Mstep: Class 12 contains 48594 members 
Mstep: Class 13 contains 154632 members 
Mstep: Class 14 contains 156974 members 
Mstep: Class 15 contains 73601 members 
Mstep: Class 16 contains 88323 members 
Mstep: Class 17 contains 2424 members 
Mstep: Class 18 contains 23170 members 
Mstep: Class 19 contains 4475 members 
Mstep: Class 20 contains 8470 members 
Mstep: Class 21 contains 45383 members 
Mstep: Class 22 contains 27981 members 
Mstep: Class 23 contains 8891 members 
Mstep: Class 24 contains 7708 members 
Mstep: Class 25 contains 24104 members 
Mstep: Class 26 contains 17394 members 
Mstep: Class 27 contains 6072 members 
Mstep: Class 28 contains 10711 members 
Mstep: Class 29 contains 3746 members 
Mstep: Class 30 contains 9912 members 
Mstep: Class 31 contains 27957 members 
Entering Unmasked Estep 
Score: -111963784.000000 Penalty: 109139.343750
Splitting cluster 8 changes total score from -111962856.000000 to -111963784.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 9 (5227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Entering Unmasked Estep 
Score: -410620.437500 Penalty: 2123.275146
	Iteration 0F: 2 clusters Score -410620.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -405990.312500 Penalty: 4246.550293
	Iteration 0F: 3 clusters Score -405990.3 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -407044.000000 Penalty: 4246.550293
	Iteration 1F: 3 clusters Score -407044 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -407200.500000 Penalty: 4246.550293
	Iteration 2F: 3 clusters Score -407200.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -407303.750000 Penalty: 4246.550293
	Iteration 3Q: 3 clusters Score -407303.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -407384.906250 Penalty: 4246.550293
	Iteration 4Q: 3 clusters Score -407384.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -407438.562500 Penalty: 4246.550293
	Iteration 5Q: 3 clusters Score -407438.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -407478.937500 Penalty: 4246.550293
	Iteration 6Q: 3 clusters Score -407478.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -407515.187500 Penalty: 4246.550293
	Iteration 7Q: 3 clusters Score -407515.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -407540.593750 Penalty: 4246.550293
	Iteration 8Q: 3 clusters Score -407540.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -407563.906250 Penalty: 4246.550293
	Iteration 9Q: 3 clusters Score -407563.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -407588.843750 Penalty: 4246.550293
	Iteration 10Q: 3 clusters Score -407588.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -407620.781250 Penalty: 4246.550293
	Iteration 11Q: 3 clusters Score -407620.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -407649.406250 Penalty: 4246.550293
	Iteration 12Q: 3 clusters Score -407649.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -407672.281250 Penalty: 4246.550293
	Iteration 13Q: 3 clusters Score -407672.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -407697.187500 Penalty: 4246.550293
	Iteration 14Q: 3 clusters Score -407697.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -407717.968750 Penalty: 4246.550293
	Iteration 15Q: 3 clusters Score -407718 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -407734.343750 Penalty: 4246.550293
	Iteration 16Q: 3 clusters Score -407734.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -407750.343750 Penalty: 4246.550293
	Iteration 17Q: 3 clusters Score -407750.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -407765.937500 Penalty: 4246.550293
	Iteration 18Q: 3 clusters Score -407765.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -407784.875000 Penalty: 4246.550293
	Iteration 19Q: 3 clusters Score -407784.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -407806.937500 Penalty: 4246.550293
	Iteration 20F: 3 clusters Score -407806.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -407823.218750 Penalty: 4246.550293
	Iteration 21Q: 3 clusters Score -407823.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -407840.156250 Penalty: 4246.550293
	Iteration 22Q: 3 clusters Score -407840.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -407861.312500 Penalty: 4246.550293
	Iteration 23Q: 3 clusters Score -407861.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -407880.531250 Penalty: 4246.550293
	Iteration 24Q: 3 clusters Score -407880.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -407901.843750 Penalty: 4246.550293
	Iteration 25Q: 3 clusters Score -407901.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -407930.062500 Penalty: 4246.550293
	Iteration 26Q: 3 clusters Score -407930.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -407959.562500 Penalty: 4246.550293
	Iteration 27Q: 3 clusters Score -407959.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -407989.625000 Penalty: 4246.550293
	Iteration 28Q: 3 clusters Score -407989.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -408029.531250 Penalty: 4246.550293
	Iteration 29Q: 3 clusters Score -408029.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -408084.218750 Penalty: 4246.550293
	Iteration 30Q: 3 clusters Score -408084.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -408150.062500 Penalty: 4246.550293
	Iteration 31Q: 3 clusters Score -408150.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -408211.718750 Penalty: 4246.550293
	Iteration 32Q: 3 clusters Score -408211.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -408276.187500 Penalty: 4246.550293
	Iteration 33Q: 3 clusters Score -408276.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -408348.468750 Penalty: 4246.550293
	Iteration 34Q: 3 clusters Score -408348.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -408417.093750 Penalty: 4246.550293
	Iteration 35Q: 3 clusters Score -408417.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -408485.937500 Penalty: 4246.550293
	Iteration 36Q: 3 clusters Score -408485.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -408559.718750 Penalty: 4246.550293
	Iteration 37Q: 3 clusters Score -408559.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -408620.906250 Penalty: 4246.550293
	Iteration 38Q: 3 clusters Score -408620.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -408673.281250 Penalty: 4246.550293
	Iteration 39Q: 3 clusters Score -408673.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -408718.500000 Penalty: 4246.550293
	Iteration 40F: 3 clusters Score -408718.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -408758.437500 Penalty: 4246.550293
	Iteration 41Q: 3 clusters Score -408758.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -408782.562500 Penalty: 4246.550293
	Iteration 42Q: 3 clusters Score -408782.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -408797.843750 Penalty: 4246.550293
	Iteration 43Q: 3 clusters Score -408797.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -408815.875000 Penalty: 4246.550293
	Iteration 44Q: 3 clusters Score -408815.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -408828.937500 Penalty: 4246.550293
	Iteration 45Q: 3 clusters Score -408828.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -408832.906250 Penalty: 4246.550293
	Iteration 46Q: 3 clusters Score -408832.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -408835.593750 Penalty: 4246.550293
	Iteration 47Q: 3 clusters Score -408835.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -408839.375000 Penalty: 4246.550293
	Iteration 48Q: 3 clusters Score -408839.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -408841.312500 Penalty: 4246.550293
	Iteration 49Q: 3 clusters Score -408841.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -408843.312500 Penalty: 4246.550293
	Iteration 50Q: 3 clusters Score -408843.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -408843.406250 Penalty: 4246.550293
	Iteration 51Q: 3 clusters Score -408843.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -408845.593750 Penalty: 4246.550293
	Iteration 52Q: 3 clusters Score -408845.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -408845.593750 Penalty: 4246.550293
	Iteration 53F: 3 clusters Score -408845.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (28474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28474 members 
Entering Unmasked Estep 
Score: -2213301.000000 Penalty: 2543.673096
	Iteration 0F: 2 clusters Score -2213301 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -2193725.750000 Penalty: 5087.346191
	Iteration 0F: 3 clusters Score -2193726 nChanged 12813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -2200532.500000 Penalty: 5087.346191
	Iteration 1F: 3 clusters Score -2200532 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -2201024.250000 Penalty: 5087.346191
	Iteration 2F: 3 clusters Score -2201024 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -2201472.500000 Penalty: 5087.346191
	Iteration 3Q: 3 clusters Score -2201472 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -2201947.250000 Penalty: 5087.346191
	Iteration 4Q: 3 clusters Score -2201947 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 16597 members 
Entering Unmasked Estep 
Score: -2202551.000000 Penalty: 5087.346191
	Iteration 5Q: 3 clusters Score -2202551 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 17555 members 
Entering Unmasked Estep 
Score: -2203404.250000 Penalty: 5087.346191
	Iteration 6Q: 3 clusters Score -2203404 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 18670 members 
Entering Unmasked Estep 
Score: -2204403.750000 Penalty: 5087.346191
	Iteration 7F: 3 clusters Score -2204404 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 19782 members 
Entering Unmasked Estep 
Score: -2205462.750000 Penalty: 5087.346191
	Iteration 8F: 3 clusters Score -2205463 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 20878 members 
Entering Unmasked Estep 
Score: -2206541.250000 Penalty: 5087.346191
	Iteration 9F: 3 clusters Score -2206541 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 21854 members 
Entering Unmasked Estep 
Score: -2207579.000000 Penalty: 5087.346191
	Iteration 10Q: 3 clusters Score -2207579 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 22653 members 
Entering Unmasked Estep 
Score: -2208474.500000 Penalty: 5087.346191
	Iteration 11Q: 3 clusters Score -2208474 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 23288 members 
Entering Unmasked Estep 
Score: -2209145.750000 Penalty: 5087.346191
	Iteration 12Q: 3 clusters Score -2209146 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 23798 members 
Entering Unmasked Estep 
Score: -2209614.000000 Penalty: 5087.346191
	Iteration 13Q: 3 clusters Score -2209614 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 24226 members 
Entering Unmasked Estep 
Score: -2209992.000000 Penalty: 5087.346191
	Iteration 14Q: 3 clusters Score -2209992 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 24671 members 
Entering Unmasked Estep 
Score: -2210356.500000 Penalty: 5087.346191
	Iteration 15Q: 3 clusters Score -2210356 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 25046 members 
Entering Unmasked Estep 
Score: -2210665.750000 Penalty: 5087.346191
	Iteration 16Q: 3 clusters Score -2210666 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 25347 members 
Entering Unmasked Estep 
Score: -2210885.000000 Penalty: 5087.346191
	Iteration 17Q: 3 clusters Score -2210885 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 25624 members 
Entering Unmasked Estep 
Score: -2211070.000000 Penalty: 5087.346191
	Iteration 18Q: 3 clusters Score -2211070 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 25858 members 
Entering Unmasked Estep 
Score: -2211224.500000 Penalty: 5087.346191
	Iteration 19Q: 3 clusters Score -2211224 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 26044 members 
Entering Unmasked Estep 
Score: -2211328.250000 Penalty: 5087.346191
	Iteration 20F: 3 clusters Score -2211328 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 26197 members 
Entering Unmasked Estep 
Score: -2211411.250000 Penalty: 5087.346191
	Iteration 21Q: 3 clusters Score -2211411 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 26316 members 
Entering Unmasked Estep 
Score: -2211472.750000 Penalty: 5087.346191
	Iteration 22Q: 3 clusters Score -2211473 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 26397 members 
Entering Unmasked Estep 
Score: -2211508.500000 Penalty: 5087.346191
	Iteration 23Q: 3 clusters Score -2211508 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 26462 members 
Entering Unmasked Estep 
Score: -2211543.000000 Penalty: 5087.346191
	Iteration 24Q: 3 clusters Score -2211543 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 26509 members 
Entering Unmasked Estep 
Score: -2211568.500000 Penalty: 5087.346191
	Iteration 25Q: 3 clusters Score -2211568 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 26559 members 
Entering Unmasked Estep 
Score: -2211597.750000 Penalty: 5087.346191
	Iteration 26Q: 3 clusters Score -2211598 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 26611 members 
Entering Unmasked Estep 
Score: -2211625.250000 Penalty: 5087.346191
	Iteration 27Q: 3 clusters Score -2211625 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 26654 members 
Entering Unmasked Estep 
Score: -2211649.250000 Penalty: 5087.346191
	Iteration 28Q: 3 clusters Score -2211649 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 26701 members 
Entering Unmasked Estep 
Score: -2211669.500000 Penalty: 5087.346191
	Iteration 29Q: 3 clusters Score -2211670 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 26735 members 
Entering Unmasked Estep 
Score: -2211687.250000 Penalty: 5087.346191
	Iteration 30Q: 3 clusters Score -2211687 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 26765 members 
Entering Unmasked Estep 
Score: -2211697.250000 Penalty: 5087.346191
	Iteration 31Q: 3 clusters Score -2211697 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 26789 members 
Entering Unmasked Estep 
Score: -2211709.250000 Penalty: 5087.346191
	Iteration 32Q: 3 clusters Score -2211709 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 26817 members 
Entering Unmasked Estep 
Score: -2211720.250000 Penalty: 5087.346191
	Iteration 33Q: 3 clusters Score -2211720 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 26838 members 
Entering Unmasked Estep 
Score: -2211726.250000 Penalty: 5087.346191
	Iteration 34Q: 3 clusters Score -2211726 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 26857 members 
Entering Unmasked Estep 
Score: -2211724.750000 Penalty: 5087.346191
	Iteration 35Q: 3 clusters Score -2211725 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 26872 members 
Entering Unmasked Estep 
Score: -2211736.500000 Penalty: 5087.346191
	Iteration 36Q: 3 clusters Score -2211736 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 26883 members 
Entering Unmasked Estep 
Score: -2211739.000000 Penalty: 5087.346191
	Iteration 37Q: 3 clusters Score -2211739 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 26889 members 
Entering Unmasked Estep 
Score: -2211740.500000 Penalty: 5087.346191
	Iteration 38Q: 3 clusters Score -2211740 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 26903 members 
Entering Unmasked Estep 
Score: -2211742.750000 Penalty: 5087.346191
	Iteration 39Q: 3 clusters Score -2211743 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 26915 members 
Entering Unmasked Estep 
Score: -2211753.500000 Penalty: 5087.346191
	Iteration 40F: 3 clusters Score -2211754 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 26921 members 
Entering Unmasked Estep 
Score: -2211753.250000 Penalty: 5087.346191
	Iteration 41Q: 3 clusters Score -2211753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 26922 members 
Entering Unmasked Estep 
Score: -2211755.000000 Penalty: 5087.346191
	Iteration 42Q: 3 clusters Score -2211755 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 26922 members 
Entering Unmasked Estep 
Score: -2211755.000000 Penalty: 5087.346191
	Iteration 43F: 3 clusters Score -2211755 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (218173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218173 members 
Entering Unmasked Estep 
Score: -17314292.000000 Penalty: 3048.674805
	Iteration 0F: 2 clusters Score -1.731429e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108653 members 
Mstep: Class 2 contains 109520 members 
Entering Unmasked Estep 
Score: -17167452.000000 Penalty: 6097.349609
	Iteration 0F: 3 clusters Score -1.716745e+07 nChanged 105193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101606 members 
Mstep: Class 2 contains 116567 members 
Entering Unmasked Estep 
Score: -17230152.000000 Penalty: 6097.349609
	Iteration 1F: 3 clusters Score -1.723015e+07 nChanged 7292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96818 members 
Mstep: Class 2 contains 121355 members 
Entering Unmasked Estep 
Score: -17232280.000000 Penalty: 6097.349609
	Iteration 2Q: 3 clusters Score -1.723228e+07 nChanged 9333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89267 members 
Mstep: Class 2 contains 128906 members 
Entering Unmasked Estep 
Score: -17235848.000000 Penalty: 6097.349609
	Iteration 3Q: 3 clusters Score -1.723585e+07 nChanged 12248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78149 members 
Mstep: Class 2 contains 140024 members 
Entering Unmasked Estep 
Score: -17242556.000000 Penalty: 6097.349609
	Iteration 4F: 3 clusters Score -1.724256e+07 nChanged 15838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63005 members 
Mstep: Class 2 contains 155168 members 
Entering Unmasked Estep 
Score: -17253604.000000 Penalty: 6097.349609
	Iteration 5F: 3 clusters Score -1.72536e+07 nChanged 18299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45004 members 
Mstep: Class 2 contains 173169 members 
Entering Unmasked Estep 
Score: -17269254.000000 Penalty: 6097.349609
	Iteration 6F: 3 clusters Score -1.726925e+07 nChanged 17635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27473 members 
Mstep: Class 2 contains 190700 members 
Entering Unmasked Estep 
Score: -17285654.000000 Penalty: 6097.349609
	Iteration 7F: 3 clusters Score -1.728565e+07 nChanged 13725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 204403 members 
Entering Unmasked Estep 
Score: -17299038.000000 Penalty: 6097.349609
	Iteration 8F: 3 clusters Score -1.729904e+07 nChanged 7998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 212397 members 
Entering Unmasked Estep 
Score: -17306766.000000 Penalty: 6097.349609
	Iteration 9Q: 3 clusters Score -1.730677e+07 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 215981 members 
Entering Unmasked Estep 
Score: -17309938.000000 Penalty: 6097.349609
	Iteration 10Q: 3 clusters Score -1.730994e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 217209 members 
Entering Unmasked Estep 
Score: -17310902.000000 Penalty: 6097.349609
	Iteration 11Q: 3 clusters Score -1.73109e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 217583 members 
Entering Unmasked Estep 
Score: -17311234.000000 Penalty: 6097.349609
	Iteration 12Q: 3 clusters Score -1.731123e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 217715 members 
Entering Unmasked Estep 
Score: -17311418.000000 Penalty: 6097.349609
	Iteration 13Q: 3 clusters Score -1.731142e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 217766 members 
Entering Unmasked Estep 
Score: -17311488.000000 Penalty: 6097.349609
	Iteration 14Q: 3 clusters Score -1.731149e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 217794 members 
Entering Unmasked Estep 
Score: -17311528.000000 Penalty: 6097.349609
	Iteration 15Q: 3 clusters Score -1.731153e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 217811 members 
Entering Unmasked Estep 
Score: -17311562.000000 Penalty: 6097.349609
	Iteration 16Q: 3 clusters Score -1.731156e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 217822 members 
Entering Unmasked Estep 
Score: -17311592.000000 Penalty: 6097.349609
	Iteration 17Q: 3 clusters Score -1.731159e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 217826 members 
Entering Unmasked Estep 
Score: -17311604.000000 Penalty: 6097.349609
	Iteration 18Q: 3 clusters Score -1.73116e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 217832 members 
Entering Unmasked Estep 
Score: -17311612.000000 Penalty: 6097.349609
	Iteration 19Q: 3 clusters Score -1.731161e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 217838 members 
Entering Unmasked Estep 
Score: -17311622.000000 Penalty: 6097.349609
	Iteration 20F: 3 clusters Score -1.731162e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 217840 members 
Entering Unmasked Estep 
Score: -17311628.000000 Penalty: 6097.349609
	Iteration 21Q: 3 clusters Score -1.731163e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 217842 members 
Entering Unmasked Estep 
Score: -17311634.000000 Penalty: 6097.349609
	Iteration 22Q: 3 clusters Score -1.731163e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 217846 members 
Entering Unmasked Estep 
Score: -17311632.000000 Penalty: 6097.349609
	Iteration 23Q: 3 clusters Score -1.731163e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 217847 members 
Entering Unmasked Estep 
Score: -17311638.000000 Penalty: 6097.349609
	Iteration 24Q: 3 clusters Score -1.731164e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 217848 members 
Entering Unmasked Estep 
Score: -17311638.000000 Penalty: 6097.349609
	Iteration 25Q: 3 clusters Score -1.731164e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 217848 members 
Entering Unmasked Estep 
Score: -17311648.000000 Penalty: 6097.349609
	Iteration 26Q: 3 clusters Score -1.731165e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 217849 members 
Entering Unmasked Estep 
Score: -17311642.000000 Penalty: 6097.349609
	Iteration 27Q: 3 clusters Score -1.731164e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 217850 members 
Entering Unmasked Estep 
Score: -17311644.000000 Penalty: 6097.349609
	Iteration 28Q: 3 clusters Score -1.731164e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 217852 members 
Entering Unmasked Estep 
Score: -17311632.000000 Penalty: 6097.349609
	Iteration 29Q: 3 clusters Score -1.731163e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 217852 members 
Entering Unmasked Estep 
Score: -17311638.000000 Penalty: 6097.349609
	Iteration 30Q: 3 clusters Score -1.731164e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 217852 members 
Entering Unmasked Estep 
Score: -17311638.000000 Penalty: 6097.349609
	Iteration 31F: 3 clusters Score -1.731164e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (48594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48594 members 
Entering Unmasked Estep 
Score: -3779816.500000 Penalty: 2676.231201
	Iteration 0F: 2 clusters Score -3779816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24236 members 
Mstep: Class 2 contains 24358 members 
Entering Unmasked Estep 
Score: -3747176.500000 Penalty: 5352.462402
	Iteration 0F: 3 clusters Score -3747176 nChanged 22317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24091 members 
Mstep: Class 2 contains 24503 members 
Entering Unmasked Estep 
Score: -3759269.000000 Penalty: 5352.462402
	Iteration 1F: 3 clusters Score -3759269 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23946 members 
Mstep: Class 2 contains 24648 members 
Entering Unmasked Estep 
Score: -3759851.000000 Penalty: 5352.462402
	Iteration 2Q: 3 clusters Score -3759851 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23758 members 
Mstep: Class 2 contains 24836 members 
Entering Unmasked Estep 
Score: -3760399.250000 Penalty: 5352.462402
	Iteration 3Q: 3 clusters Score -3760399 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23452 members 
Mstep: Class 2 contains 25142 members 
Entering Unmasked Estep 
Score: -3760906.250000 Penalty: 5352.462402
	Iteration 4Q: 3 clusters Score -3760906 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22996 members 
Mstep: Class 2 contains 25598 members 
Entering Unmasked Estep 
Score: -3761435.750000 Penalty: 5352.462402
	Iteration 5Q: 3 clusters Score -3761436 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22358 members 
Mstep: Class 2 contains 26236 members 
Entering Unmasked Estep 
Score: -3762022.250000 Penalty: 5352.462402
	Iteration 6Q: 3 clusters Score -3762022 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21472 members 
Mstep: Class 2 contains 27122 members 
Entering Unmasked Estep 
Score: -3762698.000000 Penalty: 5352.462402
	Iteration 7Q: 3 clusters Score -3762698 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20285 members 
Mstep: Class 2 contains 28309 members 
Entering Unmasked Estep 
Score: -3763449.750000 Penalty: 5352.462402
	Iteration 8Q: 3 clusters Score -3763450 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18745 members 
Mstep: Class 2 contains 29849 members 
Entering Unmasked Estep 
Score: -3764358.500000 Penalty: 5352.462402
	Iteration 9Q: 3 clusters Score -3764358 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 31843 members 
Entering Unmasked Estep 
Score: -3765519.500000 Penalty: 5352.462402
	Iteration 10Q: 3 clusters Score -3765520 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 34289 members 
Entering Unmasked Estep 
Score: -3767022.750000 Penalty: 5352.462402
	Iteration 11F: 3 clusters Score -3767023 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 37134 members 
Entering Unmasked Estep 
Score: -3768925.250000 Penalty: 5352.462402
	Iteration 12F: 3 clusters Score -3768925 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 40154 members 
Entering Unmasked Estep 
Score: -3771076.250000 Penalty: 5352.462402
	Iteration 13F: 3 clusters Score -3771076 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 42913 members 
Entering Unmasked Estep 
Score: -3773234.000000 Penalty: 5352.462402
	Iteration 14F: 3 clusters Score -3773234 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 45153 members 
Entering Unmasked Estep 
Score: -3774966.000000 Penalty: 5352.462402
	Iteration 15Q: 3 clusters Score -3774966 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 46565 members 
Entering Unmasked Estep 
Score: -3776048.250000 Penalty: 5352.462402
	Iteration 16Q: 3 clusters Score -3776048 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 47321 members 
Entering Unmasked Estep 
Score: -3776639.750000 Penalty: 5352.462402
	Iteration 17Q: 3 clusters Score -3776640 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 47735 members 
Entering Unmasked Estep 
Score: -3777031.750000 Penalty: 5352.462402
	Iteration 18Q: 3 clusters Score -3777032 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 47942 members 
Entering Unmasked Estep 
Score: -3777231.750000 Penalty: 5352.462402
	Iteration 19Q: 3 clusters Score -3777232 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 48051 members 
Entering Unmasked Estep 
Score: -3777343.500000 Penalty: 5352.462402
	Iteration 20F: 3 clusters Score -3777344 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 48112 members 
Entering Unmasked Estep 
Score: -3777421.000000 Penalty: 5352.462402
	Iteration 21Q: 3 clusters Score -3777421 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 48140 members 
Entering Unmasked Estep 
Score: -3777458.500000 Penalty: 5352.462402
	Iteration 22Q: 3 clusters Score -3777458 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 48155 members 
Entering Unmasked Estep 
Score: -3777479.500000 Penalty: 5352.462402
	Iteration 23Q: 3 clusters Score -3777480 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 48169 members 
Entering Unmasked Estep 
Score: -3777500.000000 Penalty: 5352.462402
	Iteration 24Q: 3 clusters Score -3777500 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 48185 members 
Entering Unmasked Estep 
Score: -3777518.250000 Penalty: 5352.462402
	Iteration 25Q: 3 clusters Score -3777518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 48191 members 
Entering Unmasked Estep 
Score: -3777527.250000 Penalty: 5352.462402
	Iteration 26Q: 3 clusters Score -3777527 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 48199 members 
Entering Unmasked Estep 
Score: -3777534.750000 Penalty: 5352.462402
	Iteration 27Q: 3 clusters Score -3777535 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 48206 members 
Entering Unmasked Estep 
Score: -3777542.500000 Penalty: 5352.462402
	Iteration 28Q: 3 clusters Score -3777542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 48214 members 
Entering Unmasked Estep 
Score: -3777555.000000 Penalty: 5352.462402
	Iteration 29Q: 3 clusters Score -3777555 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 48217 members 
Entering Unmasked Estep 
Score: -3777563.500000 Penalty: 5352.462402
	Iteration 30Q: 3 clusters Score -3777564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 48223 members 
Entering Unmasked Estep 
Score: -3777570.500000 Penalty: 5352.462402
	Iteration 31Q: 3 clusters Score -3777570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 48225 members 
Entering Unmasked Estep 
Score: -3777578.250000 Penalty: 5352.462402
	Iteration 32Q: 3 clusters Score -3777578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 48226 members 
Entering Unmasked Estep 
Score: -3777580.250000 Penalty: 5352.462402
	Iteration 33Q: 3 clusters Score -3777580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 48228 members 
Entering Unmasked Estep 
Score: -3777580.250000 Penalty: 5352.462402
	Iteration 34Q: 3 clusters Score -3777580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 48228 members 
Entering Unmasked Estep 
Score: -3777584.750000 Penalty: 5352.462402
	Iteration 35Q: 3 clusters Score -3777585 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 48229 members 
Entering Unmasked Estep 
Score: -3777586.750000 Penalty: 5352.462402
	Iteration 36Q: 3 clusters Score -3777587 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 48231 members 
Entering Unmasked Estep 
Score: -3777592.250000 Penalty: 5352.462402
	Iteration 37Q: 3 clusters Score -3777592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 48232 members 
Entering Unmasked Estep 
Score: -3777592.250000 Penalty: 5352.462402
	Iteration 38Q: 3 clusters Score -3777592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 48234 members 
Entering Unmasked Estep 
Score: -3777592.500000 Penalty: 5352.462402
	Iteration 39Q: 3 clusters Score -3777592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 48236 members 
Entering Unmasked Estep 
Score: -3777595.500000 Penalty: 5352.462402
	Iteration 40F: 3 clusters Score -3777596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 48239 members 
Entering Unmasked Estep 
Score: -3777604.000000 Penalty: 5352.462402
	Iteration 41Q: 3 clusters Score -3777604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 48241 members 
Entering Unmasked Estep 
Score: -3777608.250000 Penalty: 5352.462402
	Iteration 42Q: 3 clusters Score -3777608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 48244 members 
Entering Unmasked Estep 
Score: -3777606.750000 Penalty: 5352.462402
	Iteration 43Q: 3 clusters Score -3777607 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 48244 members 
Entering Unmasked Estep 
Score: -3777606.750000 Penalty: 5352.462402
	Iteration 44F: 3 clusters Score -3777607 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (154632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154632 members 
Entering Unmasked Estep 
Score: -12378949.000000 Penalty: 2963.303223
	Iteration 0F: 2 clusters Score -1.237895e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77198 members 
Mstep: Class 2 contains 77434 members 
Entering Unmasked Estep 
Score: -12275485.000000 Penalty: 5926.606445
	Iteration 0F: 3 clusters Score -1.227548e+07 nChanged 73728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76114 members 
Mstep: Class 2 contains 78518 members 
Entering Unmasked Estep 
Score: -12318473.000000 Penalty: 5926.606445
	Iteration 1F: 3 clusters Score -1.231847e+07 nChanged 4767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75681 members 
Mstep: Class 2 contains 78951 members 
Entering Unmasked Estep 
Score: -12319517.000000 Penalty: 5926.606445
	Iteration 2Q: 3 clusters Score -1.231952e+07 nChanged 5204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75003 members 
Mstep: Class 2 contains 79629 members 
Entering Unmasked Estep 
Score: -12321060.000000 Penalty: 5926.606445
	Iteration 3Q: 3 clusters Score -1.232106e+07 nChanged 5817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74054 members 
Mstep: Class 2 contains 80578 members 
Entering Unmasked Estep 
Score: -12323131.000000 Penalty: 5926.606445
	Iteration 4Q: 3 clusters Score -1.232313e+07 nChanged 6511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72959 members 
Mstep: Class 2 contains 81673 members 
Entering Unmasked Estep 
Score: -12325845.000000 Penalty: 5926.606445
	Iteration 5Q: 3 clusters Score -1.232584e+07 nChanged 7477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71710 members 
Mstep: Class 2 contains 82922 members 
Entering Unmasked Estep 
Score: -12329466.000000 Penalty: 5926.606445
	Iteration 6Q: 3 clusters Score -1.232947e+07 nChanged 8261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70353 members 
Mstep: Class 2 contains 84279 members 
Entering Unmasked Estep 
Score: -12333914.000000 Penalty: 5926.606445
	Iteration 7F: 3 clusters Score -1.233391e+07 nChanged 8562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68831 members 
Mstep: Class 2 contains 85801 members 
Entering Unmasked Estep 
Score: -12338296.000000 Penalty: 5926.606445
	Iteration 8F: 3 clusters Score -1.23383e+07 nChanged 8051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67068 members 
Mstep: Class 2 contains 87564 members 
Entering Unmasked Estep 
Score: -12342071.000000 Penalty: 5926.606445
	Iteration 9F: 3 clusters Score -1.234207e+07 nChanged 7087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64847 members 
Mstep: Class 2 contains 89785 members 
Entering Unmasked Estep 
Score: -12345123.000000 Penalty: 5926.606445
	Iteration 10Q: 3 clusters Score -1.234512e+07 nChanged 5995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62112 members 
Mstep: Class 2 contains 92520 members 
Entering Unmasked Estep 
Score: -12347480.000000 Penalty: 5926.606445
	Iteration 11Q: 3 clusters Score -1.234748e+07 nChanged 5382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58764 members 
Mstep: Class 2 contains 95868 members 
Entering Unmasked Estep 
Score: -12349520.000000 Penalty: 5926.606445
	Iteration 12Q: 3 clusters Score -1.234952e+07 nChanged 5067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54713 members 
Mstep: Class 2 contains 99919 members 
Entering Unmasked Estep 
Score: -12351592.000000 Penalty: 5926.606445
	Iteration 13Q: 3 clusters Score -1.235159e+07 nChanged 5157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49976 members 
Mstep: Class 2 contains 104656 members 
Entering Unmasked Estep 
Score: -12353966.000000 Penalty: 5926.606445
	Iteration 14Q: 3 clusters Score -1.235397e+07 nChanged 5343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44787 members 
Mstep: Class 2 contains 109845 members 
Entering Unmasked Estep 
Score: -12356313.000000 Penalty: 5926.606445
	Iteration 15Q: 3 clusters Score -1.235631e+07 nChanged 5566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39255 members 
Mstep: Class 2 contains 115377 members 
Entering Unmasked Estep 
Score: -12358869.000000 Penalty: 5926.606445
	Iteration 16Q: 3 clusters Score -1.235887e+07 nChanged 5679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33584 members 
Mstep: Class 2 contains 121048 members 
Entering Unmasked Estep 
Score: -12361380.000000 Penalty: 5926.606445
	Iteration 17Q: 3 clusters Score -1.236138e+07 nChanged 5594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27992 members 
Mstep: Class 2 contains 126640 members 
Entering Unmasked Estep 
Score: -12363980.000000 Penalty: 5926.606445
	Iteration 18Q: 3 clusters Score -1.236398e+07 nChanged 5338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22654 members 
Mstep: Class 2 contains 131978 members 
Entering Unmasked Estep 
Score: -12366497.000000 Penalty: 5926.606445
	Iteration 19Q: 3 clusters Score -1.23665e+07 nChanged 4913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17741 members 
Mstep: Class 2 contains 136891 members 
Entering Unmasked Estep 
Score: -12369003.000000 Penalty: 5926.606445
	Iteration 20F: 3 clusters Score -1.2369e+07 nChanged 4097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 140988 members 
Entering Unmasked Estep 
Score: -12370931.000000 Penalty: 5926.606445
	Iteration 21Q: 3 clusters Score -1.237093e+07 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 144217 members 
Entering Unmasked Estep 
Score: -12372555.000000 Penalty: 5926.606445
	Iteration 22Q: 3 clusters Score -1.237256e+07 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 146702 members 
Entering Unmasked Estep 
Score: -12373667.000000 Penalty: 5926.606445
	Iteration 23Q: 3 clusters Score -1.237367e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 148471 members 
Entering Unmasked Estep 
Score: -12374438.000000 Penalty: 5926.606445
	Iteration 24Q: 3 clusters Score -1.237444e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 149810 members 
Entering Unmasked Estep 
Score: -12374962.000000 Penalty: 5926.606445
	Iteration 25Q: 3 clusters Score -1.237496e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 150749 members 
Entering Unmasked Estep 
Score: -12375326.000000 Penalty: 5926.606445
	Iteration 26Q: 3 clusters Score -1.237533e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 151441 members 
Entering Unmasked Estep 
Score: -12375618.000000 Penalty: 5926.606445
	Iteration 27Q: 3 clusters Score -1.237562e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 151904 members 
Entering Unmasked Estep 
Score: -12375863.000000 Penalty: 5926.606445
	Iteration 28Q: 3 clusters Score -1.237586e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 152238 members 
Entering Unmasked Estep 
Score: -12376007.000000 Penalty: 5926.606445
	Iteration 29Q: 3 clusters Score -1.237601e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 152456 members 
Entering Unmasked Estep 
Score: -12376083.000000 Penalty: 5926.606445
	Iteration 30Q: 3 clusters Score -1.237608e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 152627 members 
Entering Unmasked Estep 
Score: -12376155.000000 Penalty: 5926.606445
	Iteration 31Q: 3 clusters Score -1.237616e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 152737 members 
Entering Unmasked Estep 
Score: -12376204.000000 Penalty: 5926.606445
	Iteration 32Q: 3 clusters Score -1.23762e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 152835 members 
Entering Unmasked Estep 
Score: -12376250.000000 Penalty: 5926.606445
	Iteration 33Q: 3 clusters Score -1.237625e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 152917 members 
Entering Unmasked Estep 
Score: -12376300.000000 Penalty: 5926.606445
	Iteration 34Q: 3 clusters Score -1.23763e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 152980 members 
Entering Unmasked Estep 
Score: -12376326.000000 Penalty: 5926.606445
	Iteration 35Q: 3 clusters Score -1.237633e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 153037 members 
Entering Unmasked Estep 
Score: -12376352.000000 Penalty: 5926.606445
	Iteration 36Q: 3 clusters Score -1.237635e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 153106 members 
Entering Unmasked Estep 
Score: -12376383.000000 Penalty: 5926.606445
	Iteration 37Q: 3 clusters Score -1.237638e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 153148 members 
Entering Unmasked Estep 
Score: -12376396.000000 Penalty: 5926.606445
	Iteration 38Q: 3 clusters Score -1.23764e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 153174 members 
Entering Unmasked Estep 
Score: -12376409.000000 Penalty: 5926.606445
	Iteration 39Q: 3 clusters Score -1.237641e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 153201 members 
Entering Unmasked Estep 
Score: -12376421.000000 Penalty: 5926.606445
	Iteration 40F: 3 clusters Score -1.237642e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 153227 members 
Entering Unmasked Estep 
Score: -12376438.000000 Penalty: 5926.606445
	Iteration 41Q: 3 clusters Score -1.237644e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 153253 members 
Entering Unmasked Estep 
Score: -12376463.000000 Penalty: 5926.606445
	Iteration 42Q: 3 clusters Score -1.237646e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 153272 members 
Entering Unmasked Estep 
Score: -12376451.000000 Penalty: 5926.606445
	Iteration 43Q: 3 clusters Score -1.237645e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 153279 members 
Entering Unmasked Estep 
Score: -12376448.000000 Penalty: 5926.606445
	Iteration 44Q: 3 clusters Score -1.237645e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 153296 members 
Entering Unmasked Estep 
Score: -12376451.000000 Penalty: 5926.606445
	Iteration 45Q: 3 clusters Score -1.237645e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 153300 members 
Entering Unmasked Estep 
Score: -12376454.000000 Penalty: 5926.606445
	Iteration 46Q: 3 clusters Score -1.237645e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 153310 members 
Entering Unmasked Estep 
Score: -12376467.000000 Penalty: 5926.606445
	Iteration 47Q: 3 clusters Score -1.237647e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 153314 members 
Entering Unmasked Estep 
Score: -12376469.000000 Penalty: 5926.606445
	Iteration 48Q: 3 clusters Score -1.237647e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 153322 members 
Entering Unmasked Estep 
Score: -12376489.000000 Penalty: 5926.606445
	Iteration 49Q: 3 clusters Score -1.237649e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 153325 members 
Entering Unmasked Estep 
Score: -12376506.000000 Penalty: 5926.606445
	Iteration 50Q: 3 clusters Score -1.237651e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 153329 members 
Entering Unmasked Estep 
Score: -12376503.000000 Penalty: 5926.606445
	Iteration 51Q: 3 clusters Score -1.23765e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 153330 members 
Entering Unmasked Estep 
Score: -12376496.000000 Penalty: 5926.606445
	Iteration 52Q: 3 clusters Score -1.23765e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 153331 members 
Entering Unmasked Estep 
Score: -12376503.000000 Penalty: 5926.606445
	Iteration 53Q: 3 clusters Score -1.23765e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 153333 members 
Entering Unmasked Estep 
Score: -12376488.000000 Penalty: 5926.606445
	Iteration 54Q: 3 clusters Score -1.237649e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 153334 members 
Entering Unmasked Estep 
Score: -12376487.000000 Penalty: 5926.606445
	Iteration 55Q: 3 clusters Score -1.237649e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 153335 members 
Entering Unmasked Estep 
Score: -12376492.000000 Penalty: 5926.606445
	Iteration 56Q: 3 clusters Score -1.237649e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 153336 members 
Entering Unmasked Estep 
Score: -12376489.000000 Penalty: 5926.606445
	Iteration 57Q: 3 clusters Score -1.237649e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 153337 members 
Entering Unmasked Estep 
Score: -12376491.000000 Penalty: 5926.606445
	Iteration 58Q: 3 clusters Score -1.237649e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 153339 members 
Entering Unmasked Estep 
Score: -12376490.000000 Penalty: 5926.606445
	Iteration 59Q: 3 clusters Score -1.237649e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 153339 members 
Entering Unmasked Estep 
Score: -12376499.000000 Penalty: 5926.606445
	Iteration 60F: 3 clusters Score -1.23765e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (156974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156974 members 
Entering Unmasked Estep 
Score: -12465618.000000 Penalty: 2967.031250
	Iteration 0F: 2 clusters Score -1.246562e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78599 members 
Mstep: Class 2 contains 78375 members 
Entering Unmasked Estep 
Score: -12360379.000000 Penalty: 5934.062500
	Iteration 0F: 3 clusters Score -1.236038e+07 nChanged 75045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80612 members 
Mstep: Class 2 contains 76362 members 
Entering Unmasked Estep 
Score: -12404360.000000 Penalty: 5934.062500
	Iteration 1F: 3 clusters Score -1.240436e+07 nChanged 5166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81856 members 
Mstep: Class 2 contains 75118 members 
Entering Unmasked Estep 
Score: -12405677.000000 Penalty: 5934.062500
	Iteration 2Q: 3 clusters Score -1.240568e+07 nChanged 5458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83650 members 
Mstep: Class 2 contains 73324 members 
Entering Unmasked Estep 
Score: -12407233.000000 Penalty: 5934.062500
	Iteration 3Q: 3 clusters Score -1.240723e+07 nChanged 6300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86358 members 
Mstep: Class 2 contains 70616 members 
Entering Unmasked Estep 
Score: -12409736.000000 Penalty: 5934.062500
	Iteration 4Q: 3 clusters Score -1.240974e+07 nChanged 7596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90426 members 
Mstep: Class 2 contains 66548 members 
Entering Unmasked Estep 
Score: -12413507.000000 Penalty: 5934.062500
	Iteration 5Q: 3 clusters Score -1.241351e+07 nChanged 9249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96173 members 
Mstep: Class 2 contains 60801 members 
Entering Unmasked Estep 
Score: -12419524.000000 Penalty: 5934.062500
	Iteration 6F: 3 clusters Score -1.241952e+07 nChanged 10708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103299 members 
Mstep: Class 2 contains 53675 members 
Entering Unmasked Estep 
Score: -12428114.000000 Penalty: 5934.062500
	Iteration 7F: 3 clusters Score -1.242811e+07 nChanged 10965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110790 members 
Mstep: Class 2 contains 46184 members 
Entering Unmasked Estep 
Score: -12438396.000000 Penalty: 5934.062500
	Iteration 8F: 3 clusters Score -1.24384e+07 nChanged 9920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117194 members 
Mstep: Class 2 contains 39780 members 
Entering Unmasked Estep 
Score: -12447887.000000 Penalty: 5934.062500
	Iteration 9F: 3 clusters Score -1.244789e+07 nChanged 7440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121538 members 
Mstep: Class 2 contains 35436 members 
Entering Unmasked Estep 
Score: -12454468.000000 Penalty: 5934.062500
	Iteration 10Q: 3 clusters Score -1.245447e+07 nChanged 4905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124437 members 
Mstep: Class 2 contains 32537 members 
Entering Unmasked Estep 
Score: -12458242.000000 Penalty: 5934.062500
	Iteration 11Q: 3 clusters Score -1.245824e+07 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126464 members 
Mstep: Class 2 contains 30510 members 
Entering Unmasked Estep 
Score: -12460360.000000 Penalty: 5934.062500
	Iteration 12Q: 3 clusters Score -1.246036e+07 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127934 members 
Mstep: Class 2 contains 29040 members 
Entering Unmasked Estep 
Score: -12461697.000000 Penalty: 5934.062500
	Iteration 13Q: 3 clusters Score -1.24617e+07 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128989 members 
Mstep: Class 2 contains 27985 members 
Entering Unmasked Estep 
Score: -12462590.000000 Penalty: 5934.062500
	Iteration 14Q: 3 clusters Score -1.246259e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129675 members 
Mstep: Class 2 contains 27299 members 
Entering Unmasked Estep 
Score: -12463040.000000 Penalty: 5934.062500
	Iteration 15Q: 3 clusters Score -1.246304e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130172 members 
Mstep: Class 2 contains 26802 members 
Entering Unmasked Estep 
Score: -12463368.000000 Penalty: 5934.062500
	Iteration 16Q: 3 clusters Score -1.246337e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130590 members 
Mstep: Class 2 contains 26384 members 
Entering Unmasked Estep 
Score: -12463553.000000 Penalty: 5934.062500
	Iteration 17Q: 3 clusters Score -1.246355e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130914 members 
Mstep: Class 2 contains 26060 members 
Entering Unmasked Estep 
Score: -12463597.000000 Penalty: 5934.062500
	Iteration 18Q: 3 clusters Score -1.24636e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131186 members 
Mstep: Class 2 contains 25788 members 
Entering Unmasked Estep 
Score: -12463615.000000 Penalty: 5934.062500
	Iteration 19Q: 3 clusters Score -1.246362e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131429 members 
Mstep: Class 2 contains 25545 members 
Entering Unmasked Estep 
Score: -12463605.000000 Penalty: 5934.062500
	Iteration 20F: 3 clusters Score -1.24636e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131615 members 
Mstep: Class 2 contains 25359 members 
Entering Unmasked Estep 
Score: -12463655.000000 Penalty: 5934.062500
	Iteration 21Q: 3 clusters Score -1.246366e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131753 members 
Mstep: Class 2 contains 25221 members 
Entering Unmasked Estep 
Score: -12463652.000000 Penalty: 5934.062500
	Iteration 22Q: 3 clusters Score -1.246365e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131874 members 
Mstep: Class 2 contains 25100 members 
Entering Unmasked Estep 
Score: -12463675.000000 Penalty: 5934.062500
	Iteration 23Q: 3 clusters Score -1.246368e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131967 members 
Mstep: Class 2 contains 25007 members 
Entering Unmasked Estep 
Score: -12463671.000000 Penalty: 5934.062500
	Iteration 24Q: 3 clusters Score -1.246367e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132044 members 
Mstep: Class 2 contains 24930 members 
Entering Unmasked Estep 
Score: -12463702.000000 Penalty: 5934.062500
	Iteration 25Q: 3 clusters Score -1.24637e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132130 members 
Mstep: Class 2 contains 24844 members 
Entering Unmasked Estep 
Score: -12463708.000000 Penalty: 5934.062500
	Iteration 26Q: 3 clusters Score -1.246371e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132200 members 
Mstep: Class 2 contains 24774 members 
Entering Unmasked Estep 
Score: -12463713.000000 Penalty: 5934.062500
	Iteration 27Q: 3 clusters Score -1.246371e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132270 members 
Mstep: Class 2 contains 24704 members 
Entering Unmasked Estep 
Score: -12463698.000000 Penalty: 5934.062500
	Iteration 28Q: 3 clusters Score -1.24637e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132320 members 
Mstep: Class 2 contains 24654 members 
Entering Unmasked Estep 
Score: -12463691.000000 Penalty: 5934.062500
	Iteration 29Q: 3 clusters Score -1.246369e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132377 members 
Mstep: Class 2 contains 24597 members 
Entering Unmasked Estep 
Score: -12463698.000000 Penalty: 5934.062500
	Iteration 30Q: 3 clusters Score -1.24637e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132420 members 
Mstep: Class 2 contains 24554 members 
Entering Unmasked Estep 
Score: -12463693.000000 Penalty: 5934.062500
	Iteration 31Q: 3 clusters Score -1.246369e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132474 members 
Mstep: Class 2 contains 24500 members 
Entering Unmasked Estep 
Score: -12463696.000000 Penalty: 5934.062500
	Iteration 32Q: 3 clusters Score -1.24637e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132526 members 
Mstep: Class 2 contains 24448 members 
Entering Unmasked Estep 
Score: -12463689.000000 Penalty: 5934.062500
	Iteration 33Q: 3 clusters Score -1.246369e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132572 members 
Mstep: Class 2 contains 24402 members 
Entering Unmasked Estep 
Score: -12463681.000000 Penalty: 5934.062500
	Iteration 34Q: 3 clusters Score -1.246368e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132623 members 
Mstep: Class 2 contains 24351 members 
Entering Unmasked Estep 
Score: -12463707.000000 Penalty: 5934.062500
	Iteration 35Q: 3 clusters Score -1.246371e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132660 members 
Mstep: Class 2 contains 24314 members 
Entering Unmasked Estep 
Score: -12463709.000000 Penalty: 5934.062500
	Iteration 36Q: 3 clusters Score -1.246371e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132703 members 
Mstep: Class 2 contains 24271 members 
Entering Unmasked Estep 
Score: -12463712.000000 Penalty: 5934.062500
	Iteration 37Q: 3 clusters Score -1.246371e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132740 members 
Mstep: Class 2 contains 24234 members 
Entering Unmasked Estep 
Score: -12463693.000000 Penalty: 5934.062500
	Iteration 38Q: 3 clusters Score -1.246369e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132783 members 
Mstep: Class 2 contains 24191 members 
Entering Unmasked Estep 
Score: -12463711.000000 Penalty: 5934.062500
	Iteration 39Q: 3 clusters Score -1.246371e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132829 members 
Mstep: Class 2 contains 24145 members 
Entering Unmasked Estep 
Score: -12463706.000000 Penalty: 5934.062500
	Iteration 40F: 3 clusters Score -1.246371e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132869 members 
Mstep: Class 2 contains 24105 members 
Entering Unmasked Estep 
Score: -12463710.000000 Penalty: 5934.062500
	Iteration 41Q: 3 clusters Score -1.246371e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132913 members 
Mstep: Class 2 contains 24061 members 
Entering Unmasked Estep 
Score: -12463718.000000 Penalty: 5934.062500
	Iteration 42Q: 3 clusters Score -1.246372e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132955 members 
Mstep: Class 2 contains 24019 members 
Entering Unmasked Estep 
Score: -12463713.000000 Penalty: 5934.062500
	Iteration 43Q: 3 clusters Score -1.246371e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132998 members 
Mstep: Class 2 contains 23976 members 
Entering Unmasked Estep 
Score: -12463713.000000 Penalty: 5934.062500
	Iteration 44Q: 3 clusters Score -1.246371e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133031 members 
Mstep: Class 2 contains 23943 members 
Entering Unmasked Estep 
Score: -12463704.000000 Penalty: 5934.062500
	Iteration 45Q: 3 clusters Score -1.24637e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133056 members 
Mstep: Class 2 contains 23918 members 
Entering Unmasked Estep 
Score: -12463711.000000 Penalty: 5934.062500
	Iteration 46Q: 3 clusters Score -1.246371e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133084 members 
Mstep: Class 2 contains 23890 members 
Entering Unmasked Estep 
Score: -12463722.000000 Penalty: 5934.062500
	Iteration 47Q: 3 clusters Score -1.246372e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133122 members 
Mstep: Class 2 contains 23852 members 
Entering Unmasked Estep 
Score: -12463732.000000 Penalty: 5934.062500
	Iteration 48Q: 3 clusters Score -1.246373e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133162 members 
Mstep: Class 2 contains 23812 members 
Entering Unmasked Estep 
Score: -12463742.000000 Penalty: 5934.062500
	Iteration 49Q: 3 clusters Score -1.246374e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133207 members 
Mstep: Class 2 contains 23767 members 
Entering Unmasked Estep 
Score: -12463741.000000 Penalty: 5934.062500
	Iteration 50Q: 3 clusters Score -1.246374e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133244 members 
Mstep: Class 2 contains 23730 members 
Entering Unmasked Estep 
Score: -12463728.000000 Penalty: 5934.062500
	Iteration 51Q: 3 clusters Score -1.246373e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133289 members 
Mstep: Class 2 contains 23685 members 
Entering Unmasked Estep 
Score: -12463745.000000 Penalty: 5934.062500
	Iteration 52Q: 3 clusters Score -1.246374e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133337 members 
Mstep: Class 2 contains 23637 members 
Entering Unmasked Estep 
Score: -12463766.000000 Penalty: 5934.062500
	Iteration 53Q: 3 clusters Score -1.246377e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133380 members 
Mstep: Class 2 contains 23594 members 
Entering Unmasked Estep 
Score: -12463758.000000 Penalty: 5934.062500
	Iteration 54Q: 3 clusters Score -1.246376e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133424 members 
Mstep: Class 2 contains 23550 members 
Entering Unmasked Estep 
Score: -12463757.000000 Penalty: 5934.062500
	Iteration 55Q: 3 clusters Score -1.246376e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133463 members 
Mstep: Class 2 contains 23511 members 
Entering Unmasked Estep 
Score: -12463736.000000 Penalty: 5934.062500
	Iteration 56Q: 3 clusters Score -1.246374e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133501 members 
Mstep: Class 2 contains 23473 members 
Entering Unmasked Estep 
Score: -12463724.000000 Penalty: 5934.062500
	Iteration 57Q: 3 clusters Score -1.246372e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133543 members 
Mstep: Class 2 contains 23431 members 
Entering Unmasked Estep 
Score: -12463722.000000 Penalty: 5934.062500
	Iteration 58Q: 3 clusters Score -1.246372e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133579 members 
Mstep: Class 2 contains 23395 members 
Entering Unmasked Estep 
Score: -12463704.000000 Penalty: 5934.062500
	Iteration 59Q: 3 clusters Score -1.24637e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133620 members 
Mstep: Class 2 contains 23354 members 
Entering Unmasked Estep 
Score: -12463726.000000 Penalty: 5934.062500
	Iteration 60F: 3 clusters Score -1.246373e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133653 members 
Mstep: Class 2 contains 23321 members 
Entering Unmasked Estep 
Score: -12463740.000000 Penalty: 5934.062500
	Iteration 61Q: 3 clusters Score -1.246374e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133683 members 
Mstep: Class 2 contains 23291 members 
Entering Unmasked Estep 
Score: -12463747.000000 Penalty: 5934.062500
	Iteration 62Q: 3 clusters Score -1.246375e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133705 members 
Mstep: Class 2 contains 23269 members 
Entering Unmasked Estep 
Score: -12463731.000000 Penalty: 5934.062500
	Iteration 63Q: 3 clusters Score -1.246373e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133734 members 
Mstep: Class 2 contains 23240 members 
Entering Unmasked Estep 
Score: -12463733.000000 Penalty: 5934.062500
	Iteration 64Q: 3 clusters Score -1.246373e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133766 members 
Mstep: Class 2 contains 23208 members 
Entering Unmasked Estep 
Score: -12463734.000000 Penalty: 5934.062500
	Iteration 65Q: 3 clusters Score -1.246373e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133799 members 
Mstep: Class 2 contains 23175 members 
Entering Unmasked Estep 
Score: -12463711.000000 Penalty: 5934.062500
	Iteration 66Q: 3 clusters Score -1.246371e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133826 members 
Mstep: Class 2 contains 23148 members 
Entering Unmasked Estep 
Score: -12463718.000000 Penalty: 5934.062500
	Iteration 67Q: 3 clusters Score -1.246372e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133869 members 
Mstep: Class 2 contains 23105 members 
Entering Unmasked Estep 
Score: -12463706.000000 Penalty: 5934.062500
	Iteration 68Q: 3 clusters Score -1.246371e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133901 members 
Mstep: Class 2 contains 23073 members 
Entering Unmasked Estep 
Score: -12463702.000000 Penalty: 5934.062500
	Iteration 69Q: 3 clusters Score -1.24637e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133933 members 
Mstep: Class 2 contains 23041 members 
Entering Unmasked Estep 
Score: -12463691.000000 Penalty: 5934.062500
	Iteration 70Q: 3 clusters Score -1.246369e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133981 members 
Mstep: Class 2 contains 22993 members 
Entering Unmasked Estep 
Score: -12463716.000000 Penalty: 5934.062500
	Iteration 71Q: 3 clusters Score -1.246372e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134029 members 
Mstep: Class 2 contains 22945 members 
Entering Unmasked Estep 
Score: -12463712.000000 Penalty: 5934.062500
	Iteration 72Q: 3 clusters Score -1.246371e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134070 members 
Mstep: Class 2 contains 22904 members 
Entering Unmasked Estep 
Score: -12463733.000000 Penalty: 5934.062500
	Iteration 73Q: 3 clusters Score -1.246373e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134119 members 
Mstep: Class 2 contains 22855 members 
Entering Unmasked Estep 
Score: -12463720.000000 Penalty: 5934.062500
	Iteration 74Q: 3 clusters Score -1.246372e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134169 members 
Mstep: Class 2 contains 22805 members 
Entering Unmasked Estep 
Score: -12463724.000000 Penalty: 5934.062500
	Iteration 75Q: 3 clusters Score -1.246372e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134221 members 
Mstep: Class 2 contains 22753 members 
Entering Unmasked Estep 
Score: -12463723.000000 Penalty: 5934.062500
	Iteration 76Q: 3 clusters Score -1.246372e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134281 members 
Mstep: Class 2 contains 22693 members 
Entering Unmasked Estep 
Score: -12463735.000000 Penalty: 5934.062500
	Iteration 77Q: 3 clusters Score -1.246374e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134338 members 
Mstep: Class 2 contains 22636 members 
Entering Unmasked Estep 
Score: -12463703.000000 Penalty: 5934.062500
	Iteration 78Q: 3 clusters Score -1.24637e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134411 members 
Mstep: Class 2 contains 22563 members 
Entering Unmasked Estep 
Score: -12463715.000000 Penalty: 5934.062500
	Iteration 79Q: 3 clusters Score -1.246372e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134477 members 
Mstep: Class 2 contains 22497 members 
Entering Unmasked Estep 
Score: -12463740.000000 Penalty: 5934.062500
	Iteration 80F: 3 clusters Score -1.246374e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134533 members 
Mstep: Class 2 contains 22441 members 
Entering Unmasked Estep 
Score: -12463724.000000 Penalty: 5934.062500
	Iteration 81Q: 3 clusters Score -1.246372e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134591 members 
Mstep: Class 2 contains 22383 members 
Entering Unmasked Estep 
Score: -12463751.000000 Penalty: 5934.062500
	Iteration 82Q: 3 clusters Score -1.246375e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134648 members 
Mstep: Class 2 contains 22326 members 
Entering Unmasked Estep 
Score: -12463771.000000 Penalty: 5934.062500
	Iteration 83Q: 3 clusters Score -1.246377e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134710 members 
Mstep: Class 2 contains 22264 members 
Entering Unmasked Estep 
Score: -12463770.000000 Penalty: 5934.062500
	Iteration 84Q: 3 clusters Score -1.246377e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134768 members 
Mstep: Class 2 contains 22206 members 
Entering Unmasked Estep 
Score: -12463767.000000 Penalty: 5934.062500
	Iteration 85Q: 3 clusters Score -1.246377e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134823 members 
Mstep: Class 2 contains 22151 members 
Entering Unmasked Estep 
Score: -12463767.000000 Penalty: 5934.062500
	Iteration 86Q: 3 clusters Score -1.246377e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134887 members 
Mstep: Class 2 contains 22087 members 
Entering Unmasked Estep 
Score: -12463785.000000 Penalty: 5934.062500
	Iteration 87Q: 3 clusters Score -1.246378e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134961 members 
Mstep: Class 2 contains 22013 members 
Entering Unmasked Estep 
Score: -12463792.000000 Penalty: 5934.062500
	Iteration 88Q: 3 clusters Score -1.246379e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135059 members 
Mstep: Class 2 contains 21915 members 
Entering Unmasked Estep 
Score: -12463801.000000 Penalty: 5934.062500
	Iteration 89Q: 3 clusters Score -1.24638e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135149 members 
Mstep: Class 2 contains 21825 members 
Entering Unmasked Estep 
Score: -12463803.000000 Penalty: 5934.062500
	Iteration 90Q: 3 clusters Score -1.24638e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135223 members 
Mstep: Class 2 contains 21751 members 
Entering Unmasked Estep 
Score: -12463818.000000 Penalty: 5934.062500
	Iteration 91Q: 3 clusters Score -1.246382e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135290 members 
Mstep: Class 2 contains 21684 members 
Entering Unmasked Estep 
Score: -12463830.000000 Penalty: 5934.062500
	Iteration 92Q: 3 clusters Score -1.246383e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135356 members 
Mstep: Class 2 contains 21618 members 
Entering Unmasked Estep 
Score: -12463844.000000 Penalty: 5934.062500
	Iteration 93Q: 3 clusters Score -1.246384e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135414 members 
Mstep: Class 2 contains 21560 members 
Entering Unmasked Estep 
Score: -12463847.000000 Penalty: 5934.062500
	Iteration 94Q: 3 clusters Score -1.246385e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135469 members 
Mstep: Class 2 contains 21505 members 
Entering Unmasked Estep 
Score: -12463858.000000 Penalty: 5934.062500
	Iteration 95Q: 3 clusters Score -1.246386e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135534 members 
Mstep: Class 2 contains 21440 members 
Entering Unmasked Estep 
Score: -12463849.000000 Penalty: 5934.062500
	Iteration 96Q: 3 clusters Score -1.246385e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135611 members 
Mstep: Class 2 contains 21363 members 
Entering Unmasked Estep 
Score: -12463825.000000 Penalty: 5934.062500
	Iteration 97Q: 3 clusters Score -1.246382e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135688 members 
Mstep: Class 2 contains 21286 members 
Entering Unmasked Estep 
Score: -12463834.000000 Penalty: 5934.062500
	Iteration 98Q: 3 clusters Score -1.246383e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135760 members 
Mstep: Class 2 contains 21214 members 
Entering Unmasked Estep 
Score: -12463839.000000 Penalty: 5934.062500
	Iteration 99Q: 3 clusters Score -1.246384e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135833 members 
Mstep: Class 2 contains 21141 members 
Entering Unmasked Estep 
Score: -12463859.000000 Penalty: 5934.062500
	Iteration 100F: 3 clusters Score -1.246386e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135899 members 
Mstep: Class 2 contains 21075 members 
Entering Unmasked Estep 
Score: -12463826.000000 Penalty: 5934.062500
	Iteration 101Q: 3 clusters Score -1.246383e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135956 members 
Mstep: Class 2 contains 21018 members 
Entering Unmasked Estep 
Score: -12463867.000000 Penalty: 5934.062500
	Iteration 102Q: 3 clusters Score -1.246387e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136024 members 
Mstep: Class 2 contains 20950 members 
Entering Unmasked Estep 
Score: -12463864.000000 Penalty: 5934.062500
	Iteration 103Q: 3 clusters Score -1.246386e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136087 members 
Mstep: Class 2 contains 20887 members 
Entering Unmasked Estep 
Score: -12463878.000000 Penalty: 5934.062500
	Iteration 104Q: 3 clusters Score -1.246388e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136147 members 
Mstep: Class 2 contains 20827 members 
Entering Unmasked Estep 
Score: -12463878.000000 Penalty: 5934.062500
	Iteration 105Q: 3 clusters Score -1.246388e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136202 members 
Mstep: Class 2 contains 20772 members 
Entering Unmasked Estep 
Score: -12463893.000000 Penalty: 5934.062500
	Iteration 106Q: 3 clusters Score -1.246389e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136268 members 
Mstep: Class 2 contains 20706 members 
Entering Unmasked Estep 
Score: -12463897.000000 Penalty: 5934.062500
	Iteration 107Q: 3 clusters Score -1.24639e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136325 members 
Mstep: Class 2 contains 20649 members 
Entering Unmasked Estep 
Score: -12463889.000000 Penalty: 5934.062500
	Iteration 108Q: 3 clusters Score -1.246389e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136397 members 
Mstep: Class 2 contains 20577 members 
Entering Unmasked Estep 
Score: -12463907.000000 Penalty: 5934.062500
	Iteration 109Q: 3 clusters Score -1.246391e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136476 members 
Mstep: Class 2 contains 20498 members 
Entering Unmasked Estep 
Score: -12463901.000000 Penalty: 5934.062500
	Iteration 110Q: 3 clusters Score -1.24639e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136562 members 
Mstep: Class 2 contains 20412 members 
Entering Unmasked Estep 
Score: -12463901.000000 Penalty: 5934.062500
	Iteration 111Q: 3 clusters Score -1.24639e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136647 members 
Mstep: Class 2 contains 20327 members 
Entering Unmasked Estep 
Score: -12463897.000000 Penalty: 5934.062500
	Iteration 112Q: 3 clusters Score -1.24639e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136729 members 
Mstep: Class 2 contains 20245 members 
Entering Unmasked Estep 
Score: -12463895.000000 Penalty: 5934.062500
	Iteration 113Q: 3 clusters Score -1.24639e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136816 members 
Mstep: Class 2 contains 20158 members 
Entering Unmasked Estep 
Score: -12463905.000000 Penalty: 5934.062500
	Iteration 114Q: 3 clusters Score -1.24639e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136899 members 
Mstep: Class 2 contains 20075 members 
Entering Unmasked Estep 
Score: -12463915.000000 Penalty: 5934.062500
	Iteration 115Q: 3 clusters Score -1.246392e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136973 members 
Mstep: Class 2 contains 20001 members 
Entering Unmasked Estep 
Score: -12463917.000000 Penalty: 5934.062500
	Iteration 116Q: 3 clusters Score -1.246392e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137038 members 
Mstep: Class 2 contains 19936 members 
Entering Unmasked Estep 
Score: -12463936.000000 Penalty: 5934.062500
	Iteration 117Q: 3 clusters Score -1.246394e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137097 members 
Mstep: Class 2 contains 19877 members 
Entering Unmasked Estep 
Score: -12463939.000000 Penalty: 5934.062500
	Iteration 118Q: 3 clusters Score -1.246394e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137155 members 
Mstep: Class 2 contains 19819 members 
Entering Unmasked Estep 
Score: -12463928.000000 Penalty: 5934.062500
	Iteration 119Q: 3 clusters Score -1.246393e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137220 members 
Mstep: Class 2 contains 19754 members 
Entering Unmasked Estep 
Score: -12463926.000000 Penalty: 5934.062500
	Iteration 120F: 3 clusters Score -1.246393e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137274 members 
Mstep: Class 2 contains 19700 members 
Entering Unmasked Estep 
Score: -12463912.000000 Penalty: 5934.062500
	Iteration 121Q: 3 clusters Score -1.246391e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137327 members 
Mstep: Class 2 contains 19647 members 
Entering Unmasked Estep 
Score: -12463922.000000 Penalty: 5934.062500
	Iteration 122Q: 3 clusters Score -1.246392e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137382 members 
Mstep: Class 2 contains 19592 members 
Entering Unmasked Estep 
Score: -12463938.000000 Penalty: 5934.062500
	Iteration 123Q: 3 clusters Score -1.246394e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137437 members 
Mstep: Class 2 contains 19537 members 
Entering Unmasked Estep 
Score: -12463916.000000 Penalty: 5934.062500
	Iteration 124Q: 3 clusters Score -1.246392e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137491 members 
Mstep: Class 2 contains 19483 members 
Entering Unmasked Estep 
Score: -12463925.000000 Penalty: 5934.062500
	Iteration 125Q: 3 clusters Score -1.246392e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137532 members 
Mstep: Class 2 contains 19442 members 
Entering Unmasked Estep 
Score: -12463930.000000 Penalty: 5934.062500
	Iteration 126Q: 3 clusters Score -1.246393e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137568 members 
Mstep: Class 2 contains 19406 members 
Entering Unmasked Estep 
Score: -12463959.000000 Penalty: 5934.062500
	Iteration 127Q: 3 clusters Score -1.246396e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137615 members 
Mstep: Class 2 contains 19359 members 
Entering Unmasked Estep 
Score: -12463953.000000 Penalty: 5934.062500
	Iteration 128Q: 3 clusters Score -1.246395e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137667 members 
Mstep: Class 2 contains 19307 members 
Entering Unmasked Estep 
Score: -12463955.000000 Penalty: 5934.062500
	Iteration 129Q: 3 clusters Score -1.246396e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137708 members 
Mstep: Class 2 contains 19266 members 
Entering Unmasked Estep 
Score: -12463932.000000 Penalty: 5934.062500
	Iteration 130Q: 3 clusters Score -1.246393e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137739 members 
Mstep: Class 2 contains 19235 members 
Entering Unmasked Estep 
Score: -12463924.000000 Penalty: 5934.062500
	Iteration 131Q: 3 clusters Score -1.246392e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137767 members 
Mstep: Class 2 contains 19207 members 
Entering Unmasked Estep 
Score: -12463920.000000 Penalty: 5934.062500
	Iteration 132Q: 3 clusters Score -1.246392e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137793 members 
Mstep: Class 2 contains 19181 members 
Entering Unmasked Estep 
Score: -12463916.000000 Penalty: 5934.062500
	Iteration 133Q: 3 clusters Score -1.246392e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137824 members 
Mstep: Class 2 contains 19150 members 
Entering Unmasked Estep 
Score: -12463938.000000 Penalty: 5934.062500
	Iteration 134Q: 3 clusters Score -1.246394e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137855 members 
Mstep: Class 2 contains 19119 members 
Entering Unmasked Estep 
Score: -12463937.000000 Penalty: 5934.062500
	Iteration 135Q: 3 clusters Score -1.246394e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137874 members 
Mstep: Class 2 contains 19100 members 
Entering Unmasked Estep 
Score: -12463940.000000 Penalty: 5934.062500
	Iteration 136Q: 3 clusters Score -1.246394e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137896 members 
Mstep: Class 2 contains 19078 members 
Entering Unmasked Estep 
Score: -12463947.000000 Penalty: 5934.062500
	Iteration 137Q: 3 clusters Score -1.246395e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137929 members 
Mstep: Class 2 contains 19045 members 
Entering Unmasked Estep 
Score: -12463955.000000 Penalty: 5934.062500
	Iteration 138Q: 3 clusters Score -1.246396e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137967 members 
Mstep: Class 2 contains 19007 members 
Entering Unmasked Estep 
Score: -12463973.000000 Penalty: 5934.062500
	Iteration 139Q: 3 clusters Score -1.246397e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138009 members 
Mstep: Class 2 contains 18965 members 
Entering Unmasked Estep 
Score: -12463987.000000 Penalty: 5934.062500
	Iteration 140F: 3 clusters Score -1.246399e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138041 members 
Mstep: Class 2 contains 18933 members 
Entering Unmasked Estep 
Score: -12463987.000000 Penalty: 5934.062500
	Iteration 141Q: 3 clusters Score -1.246399e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138075 members 
Mstep: Class 2 contains 18899 members 
Entering Unmasked Estep 
Score: -12463995.000000 Penalty: 5934.062500
	Iteration 142Q: 3 clusters Score -1.2464e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138112 members 
Mstep: Class 2 contains 18862 members 
Entering Unmasked Estep 
Score: -12464023.000000 Penalty: 5934.062500
	Iteration 143Q: 3 clusters Score -1.246402e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138149 members 
Mstep: Class 2 contains 18825 members 
Entering Unmasked Estep 
Score: -12464013.000000 Penalty: 5934.062500
	Iteration 144Q: 3 clusters Score -1.246401e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138178 members 
Mstep: Class 2 contains 18796 members 
Entering Unmasked Estep 
Score: -12464006.000000 Penalty: 5934.062500
	Iteration 145Q: 3 clusters Score -1.246401e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138216 members 
Mstep: Class 2 contains 18758 members 
Entering Unmasked Estep 
Score: -12464006.000000 Penalty: 5934.062500
	Iteration 146Q: 3 clusters Score -1.246401e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138263 members 
Mstep: Class 2 contains 18711 members 
Entering Unmasked Estep 
Score: -12464005.000000 Penalty: 5934.062500
	Iteration 147Q: 3 clusters Score -1.2464e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138303 members 
Mstep: Class 2 contains 18671 members 
Entering Unmasked Estep 
Score: -12463998.000000 Penalty: 5934.062500
	Iteration 148Q: 3 clusters Score -1.2464e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138334 members 
Mstep: Class 2 contains 18640 members 
Entering Unmasked Estep 
Score: -12464010.000000 Penalty: 5934.062500
	Iteration 149Q: 3 clusters Score -1.246401e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138364 members 
Mstep: Class 2 contains 18610 members 
Entering Unmasked Estep 
Score: -12464035.000000 Penalty: 5934.062500
	Iteration 150Q: 3 clusters Score -1.246404e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138402 members 
Mstep: Class 2 contains 18572 members 
Entering Unmasked Estep 
Score: -12464028.000000 Penalty: 5934.062500
	Iteration 151Q: 3 clusters Score -1.246403e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138434 members 
Mstep: Class 2 contains 18540 members 
Entering Unmasked Estep 
Score: -12464023.000000 Penalty: 5934.062500
	Iteration 152Q: 3 clusters Score -1.246402e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138476 members 
Mstep: Class 2 contains 18498 members 
Entering Unmasked Estep 
Score: -12464038.000000 Penalty: 5934.062500
	Iteration 153Q: 3 clusters Score -1.246404e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138521 members 
Mstep: Class 2 contains 18453 members 
Entering Unmasked Estep 
Score: -12464038.000000 Penalty: 5934.062500
	Iteration 154Q: 3 clusters Score -1.246404e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138552 members 
Mstep: Class 2 contains 18422 members 
Entering Unmasked Estep 
Score: -12464036.000000 Penalty: 5934.062500
	Iteration 155Q: 3 clusters Score -1.246404e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138591 members 
Mstep: Class 2 contains 18383 members 
Entering Unmasked Estep 
Score: -12464038.000000 Penalty: 5934.062500
	Iteration 156Q: 3 clusters Score -1.246404e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138625 members 
Mstep: Class 2 contains 18349 members 
Entering Unmasked Estep 
Score: -12464047.000000 Penalty: 5934.062500
	Iteration 157Q: 3 clusters Score -1.246405e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138657 members 
Mstep: Class 2 contains 18317 members 
Entering Unmasked Estep 
Score: -12464032.000000 Penalty: 5934.062500
	Iteration 158Q: 3 clusters Score -1.246403e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138691 members 
Mstep: Class 2 contains 18283 members 
Entering Unmasked Estep 
Score: -12464036.000000 Penalty: 5934.062500
	Iteration 159Q: 3 clusters Score -1.246404e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138723 members 
Mstep: Class 2 contains 18251 members 
Entering Unmasked Estep 
Score: -12464027.000000 Penalty: 5934.062500
	Iteration 160F: 3 clusters Score -1.246403e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138753 members 
Mstep: Class 2 contains 18221 members 
Entering Unmasked Estep 
Score: -12464069.000000 Penalty: 5934.062500
	Iteration 161Q: 3 clusters Score -1.246407e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138778 members 
Mstep: Class 2 contains 18196 members 
Entering Unmasked Estep 
Score: -12464070.000000 Penalty: 5934.062500
	Iteration 162Q: 3 clusters Score -1.246407e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138799 members 
Mstep: Class 2 contains 18175 members 
Entering Unmasked Estep 
Score: -12464058.000000 Penalty: 5934.062500
	Iteration 163Q: 3 clusters Score -1.246406e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138818 members 
Mstep: Class 2 contains 18156 members 
Entering Unmasked Estep 
Score: -12464070.000000 Penalty: 5934.062500
	Iteration 164Q: 3 clusters Score -1.246407e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138837 members 
Mstep: Class 2 contains 18137 members 
Entering Unmasked Estep 
Score: -12464051.000000 Penalty: 5934.062500
	Iteration 165Q: 3 clusters Score -1.246405e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138861 members 
Mstep: Class 2 contains 18113 members 
Entering Unmasked Estep 
Score: -12464059.000000 Penalty: 5934.062500
	Iteration 166Q: 3 clusters Score -1.246406e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138887 members 
Mstep: Class 2 contains 18087 members 
Entering Unmasked Estep 
Score: -12464049.000000 Penalty: 5934.062500
	Iteration 167Q: 3 clusters Score -1.246405e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138906 members 
Mstep: Class 2 contains 18068 members 
Entering Unmasked Estep 
Score: -12464039.000000 Penalty: 5934.062500
	Iteration 168Q: 3 clusters Score -1.246404e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138933 members 
Mstep: Class 2 contains 18041 members 
Entering Unmasked Estep 
Score: -12464032.000000 Penalty: 5934.062500
	Iteration 169Q: 3 clusters Score -1.246403e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138957 members 
Mstep: Class 2 contains 18017 members 
Entering Unmasked Estep 
Score: -12464021.000000 Penalty: 5934.062500
	Iteration 170Q: 3 clusters Score -1.246402e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138992 members 
Mstep: Class 2 contains 17982 members 
Entering Unmasked Estep 
Score: -12464036.000000 Penalty: 5934.062500
	Iteration 171Q: 3 clusters Score -1.246404e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139029 members 
Mstep: Class 2 contains 17945 members 
Entering Unmasked Estep 
Score: -12464031.000000 Penalty: 5934.062500
	Iteration 172Q: 3 clusters Score -1.246403e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139059 members 
Mstep: Class 2 contains 17915 members 
Entering Unmasked Estep 
Score: -12464039.000000 Penalty: 5934.062500
	Iteration 173Q: 3 clusters Score -1.246404e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139097 members 
Mstep: Class 2 contains 17877 members 
Entering Unmasked Estep 
Score: -12464024.000000 Penalty: 5934.062500
	Iteration 174Q: 3 clusters Score -1.246402e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139139 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -12464026.000000 Penalty: 5934.062500
	Iteration 175Q: 3 clusters Score -1.246403e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139181 members 
Mstep: Class 2 contains 17793 members 
Entering Unmasked Estep 
Score: -12464029.000000 Penalty: 5934.062500
	Iteration 176Q: 3 clusters Score -1.246403e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139226 members 
Mstep: Class 2 contains 17748 members 
Entering Unmasked Estep 
Score: -12464036.000000 Penalty: 5934.062500
	Iteration 177Q: 3 clusters Score -1.246404e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139268 members 
Mstep: Class 2 contains 17706 members 
Entering Unmasked Estep 
Score: -12464038.000000 Penalty: 5934.062500
	Iteration 178Q: 3 clusters Score -1.246404e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139302 members 
Mstep: Class 2 contains 17672 members 
Entering Unmasked Estep 
Score: -12464024.000000 Penalty: 5934.062500
	Iteration 179Q: 3 clusters Score -1.246402e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139352 members 
Mstep: Class 2 contains 17622 members 
Entering Unmasked Estep 
Score: -12464049.000000 Penalty: 5934.062500
	Iteration 180F: 3 clusters Score -1.246405e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139408 members 
Mstep: Class 2 contains 17566 members 
Entering Unmasked Estep 
Score: -12464061.000000 Penalty: 5934.062500
	Iteration 181Q: 3 clusters Score -1.246406e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139460 members 
Mstep: Class 2 contains 17514 members 
Entering Unmasked Estep 
Score: -12464049.000000 Penalty: 5934.062500
	Iteration 182Q: 3 clusters Score -1.246405e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139535 members 
Mstep: Class 2 contains 17439 members 
Entering Unmasked Estep 
Score: -12464076.000000 Penalty: 5934.062500
	Iteration 183Q: 3 clusters Score -1.246408e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139601 members 
Mstep: Class 2 contains 17373 members 
Entering Unmasked Estep 
Score: -12464069.000000 Penalty: 5934.062500
	Iteration 184Q: 3 clusters Score -1.246407e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139660 members 
Mstep: Class 2 contains 17314 members 
Entering Unmasked Estep 
Score: -12464082.000000 Penalty: 5934.062500
	Iteration 185Q: 3 clusters Score -1.246408e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139718 members 
Mstep: Class 2 contains 17256 members 
Entering Unmasked Estep 
Score: -12464065.000000 Penalty: 5934.062500
	Iteration 186Q: 3 clusters Score -1.246406e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139784 members 
Mstep: Class 2 contains 17190 members 
Entering Unmasked Estep 
Score: -12464073.000000 Penalty: 5934.062500
	Iteration 187Q: 3 clusters Score -1.246407e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139859 members 
Mstep: Class 2 contains 17115 members 
Entering Unmasked Estep 
Score: -12464076.000000 Penalty: 5934.062500
	Iteration 188Q: 3 clusters Score -1.246408e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139935 members 
Mstep: Class 2 contains 17039 members 
Entering Unmasked Estep 
Score: -12464081.000000 Penalty: 5934.062500
	Iteration 189Q: 3 clusters Score -1.246408e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140007 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -12464062.000000 Penalty: 5934.062500
	Iteration 190Q: 3 clusters Score -1.246406e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140094 members 
Mstep: Class 2 contains 16880 members 
Entering Unmasked Estep 
Score: -12464065.000000 Penalty: 5934.062500
	Iteration 191Q: 3 clusters Score -1.246406e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140156 members 
Mstep: Class 2 contains 16818 members 
Entering Unmasked Estep 
Score: -12464071.000000 Penalty: 5934.062500
	Iteration 192Q: 3 clusters Score -1.246407e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140232 members 
Mstep: Class 2 contains 16742 members 
Entering Unmasked Estep 
Score: -12464075.000000 Penalty: 5934.062500
	Iteration 193Q: 3 clusters Score -1.246408e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140315 members 
Mstep: Class 2 contains 16659 members 
Entering Unmasked Estep 
Score: -12464091.000000 Penalty: 5934.062500
	Iteration 194Q: 3 clusters Score -1.246409e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140408 members 
Mstep: Class 2 contains 16566 members 
Entering Unmasked Estep 
Score: -12464063.000000 Penalty: 5934.062500
	Iteration 195Q: 3 clusters Score -1.246406e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140486 members 
Mstep: Class 2 contains 16488 members 
Entering Unmasked Estep 
Score: -12464068.000000 Penalty: 5934.062500
	Iteration 196Q: 3 clusters Score -1.246407e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140576 members 
Mstep: Class 2 contains 16398 members 
Entering Unmasked Estep 
Score: -12464073.000000 Penalty: 5934.062500
	Iteration 197Q: 3 clusters Score -1.246407e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140665 members 
Mstep: Class 2 contains 16309 members 
Entering Unmasked Estep 
Score: -12464097.000000 Penalty: 5934.062500
	Iteration 198Q: 3 clusters Score -1.24641e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140753 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -12464103.000000 Penalty: 5934.062500
	Iteration 199Q: 3 clusters Score -1.24641e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140839 members 
Mstep: Class 2 contains 16135 members 
Entering Unmasked Estep 
Score: -12464105.000000 Penalty: 5934.062500
	Iteration 200F: 3 clusters Score -1.24641e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140919 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -12464143.000000 Penalty: 5934.062500
	Iteration 201Q: 3 clusters Score -1.246414e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140985 members 
Mstep: Class 2 contains 15989 members 
Entering Unmasked Estep 
Score: -12464137.000000 Penalty: 5934.062500
	Iteration 202Q: 3 clusters Score -1.246414e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141058 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -12464151.000000 Penalty: 5934.062500
	Iteration 203Q: 3 clusters Score -1.246415e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141133 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -12464147.000000 Penalty: 5934.062500
	Iteration 204Q: 3 clusters Score -1.246415e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141208 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
Score: -12464156.000000 Penalty: 5934.062500
	Iteration 205Q: 3 clusters Score -1.246416e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141292 members 
Mstep: Class 2 contains 15682 members 
Entering Unmasked Estep 
Score: -12464168.000000 Penalty: 5934.062500
	Iteration 206Q: 3 clusters Score -1.246417e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141365 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -12464168.000000 Penalty: 5934.062500
	Iteration 207Q: 3 clusters Score -1.246417e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141427 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -12464174.000000 Penalty: 5934.062500
	Iteration 208Q: 3 clusters Score -1.246417e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141477 members 
Mstep: Class 2 contains 15497 members 
Entering Unmasked Estep 
Score: -12464167.000000 Penalty: 5934.062500
	Iteration 209Q: 3 clusters Score -1.246417e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141523 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -12464159.000000 Penalty: 5934.062500
	Iteration 210Q: 3 clusters Score -1.246416e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141577 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -12464165.000000 Penalty: 5934.062500
	Iteration 211Q: 3 clusters Score -1.246416e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141638 members 
Mstep: Class 2 contains 15336 members 
Entering Unmasked Estep 
Score: -12464149.000000 Penalty: 5934.062500
	Iteration 212Q: 3 clusters Score -1.246415e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141703 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -12464147.000000 Penalty: 5934.062500
	Iteration 213Q: 3 clusters Score -1.246415e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141759 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -12464142.000000 Penalty: 5934.062500
	Iteration 214Q: 3 clusters Score -1.246414e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141819 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -12464167.000000 Penalty: 5934.062500
	Iteration 215Q: 3 clusters Score -1.246417e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141868 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -12464159.000000 Penalty: 5934.062500
	Iteration 216Q: 3 clusters Score -1.246416e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141912 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
Score: -12464181.000000 Penalty: 5934.062500
	Iteration 217Q: 3 clusters Score -1.246418e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141951 members 
Mstep: Class 2 contains 15023 members 
Entering Unmasked Estep 
Score: -12464172.000000 Penalty: 5934.062500
	Iteration 218Q: 3 clusters Score -1.246417e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141991 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -12464173.000000 Penalty: 5934.062500
	Iteration 219Q: 3 clusters Score -1.246417e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142028 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -12464157.000000 Penalty: 5934.062500
	Iteration 220F: 3 clusters Score -1.246416e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142051 members 
Mstep: Class 2 contains 14923 members 
Entering Unmasked Estep 
Score: -12464169.000000 Penalty: 5934.062500
	Iteration 221Q: 3 clusters Score -1.246417e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142068 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -12464173.000000 Penalty: 5934.062500
	Iteration 222Q: 3 clusters Score -1.246417e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142087 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -12464164.000000 Penalty: 5934.062500
	Iteration 223Q: 3 clusters Score -1.246416e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142102 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -12464187.000000 Penalty: 5934.062500
	Iteration 224Q: 3 clusters Score -1.246419e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142111 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -12464182.000000 Penalty: 5934.062500
	Iteration 225Q: 3 clusters Score -1.246418e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142125 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -12464186.000000 Penalty: 5934.062500
	Iteration 226Q: 3 clusters Score -1.246419e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142134 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -12464200.000000 Penalty: 5934.062500
	Iteration 227Q: 3 clusters Score -1.24642e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142153 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -12464205.000000 Penalty: 5934.062500
	Iteration 228Q: 3 clusters Score -1.24642e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142180 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -12464227.000000 Penalty: 5934.062500
	Iteration 229Q: 3 clusters Score -1.246423e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142209 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -12464234.000000 Penalty: 5934.062500
	Iteration 230Q: 3 clusters Score -1.246423e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142223 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -12464241.000000 Penalty: 5934.062500
	Iteration 231Q: 3 clusters Score -1.246424e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142234 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -12464230.000000 Penalty: 5934.062500
	Iteration 232Q: 3 clusters Score -1.246423e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142247 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -12464230.000000 Penalty: 5934.062500
	Iteration 233Q: 3 clusters Score -1.246423e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142263 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -12464233.000000 Penalty: 5934.062500
	Iteration 234Q: 3 clusters Score -1.246423e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142279 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -12464240.000000 Penalty: 5934.062500
	Iteration 235Q: 3 clusters Score -1.246424e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142292 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
Score: -12464232.000000 Penalty: 5934.062500
	Iteration 236Q: 3 clusters Score -1.246423e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142306 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -12464245.000000 Penalty: 5934.062500
	Iteration 237Q: 3 clusters Score -1.246424e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142321 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
Score: -12464250.000000 Penalty: 5934.062500
	Iteration 238Q: 3 clusters Score -1.246425e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142336 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -12464246.000000 Penalty: 5934.062500
	Iteration 239Q: 3 clusters Score -1.246425e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142350 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -12464237.000000 Penalty: 5934.062500
	Iteration 240F: 3 clusters Score -1.246424e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142363 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -12464221.000000 Penalty: 5934.062500
	Iteration 241Q: 3 clusters Score -1.246422e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142380 members 
Mstep: Class 2 contains 14594 members 
Entering Unmasked Estep 
Score: -12464230.000000 Penalty: 5934.062500
	Iteration 242Q: 3 clusters Score -1.246423e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142401 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -12464227.000000 Penalty: 5934.062500
	Iteration 243Q: 3 clusters Score -1.246423e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142423 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -12464240.000000 Penalty: 5934.062500
	Iteration 244Q: 3 clusters Score -1.246424e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142444 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
Score: -12464238.000000 Penalty: 5934.062500
	Iteration 245Q: 3 clusters Score -1.246424e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142459 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -12464240.000000 Penalty: 5934.062500
	Iteration 246Q: 3 clusters Score -1.246424e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142466 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -12464247.000000 Penalty: 5934.062500
	Iteration 247Q: 3 clusters Score -1.246425e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142471 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -12464244.000000 Penalty: 5934.062500
	Iteration 248Q: 3 clusters Score -1.246424e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142477 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -12464234.000000 Penalty: 5934.062500
	Iteration 249Q: 3 clusters Score -1.246423e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142480 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -12464237.000000 Penalty: 5934.062500
	Iteration 250Q: 3 clusters Score -1.246424e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142483 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -12464236.000000 Penalty: 5934.062500
	Iteration 251Q: 3 clusters Score -1.246424e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142487 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -12464245.000000 Penalty: 5934.062500
	Iteration 252Q: 3 clusters Score -1.246424e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142492 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -12464245.000000 Penalty: 5934.062500
	Iteration 253Q: 3 clusters Score -1.246424e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142501 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -12464231.000000 Penalty: 5934.062500
	Iteration 254Q: 3 clusters Score -1.246423e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142513 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -12464233.000000 Penalty: 5934.062500
	Iteration 255Q: 3 clusters Score -1.246423e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142521 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -12464230.000000 Penalty: 5934.062500
	Iteration 256Q: 3 clusters Score -1.246423e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142529 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
Score: -12464243.000000 Penalty: 5934.062500
	Iteration 257Q: 3 clusters Score -1.246424e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142537 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -12464247.000000 Penalty: 5934.062500
	Iteration 258Q: 3 clusters Score -1.246425e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142543 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -12464252.000000 Penalty: 5934.062500
	Iteration 259Q: 3 clusters Score -1.246425e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142551 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -12464253.000000 Penalty: 5934.062500
	Iteration 260F: 3 clusters Score -1.246425e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142558 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -12464252.000000 Penalty: 5934.062500
	Iteration 261Q: 3 clusters Score -1.246425e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142562 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -12464261.000000 Penalty: 5934.062500
	Iteration 262Q: 3 clusters Score -1.246426e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142569 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -12464248.000000 Penalty: 5934.062500
	Iteration 263Q: 3 clusters Score -1.246425e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142576 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -12464250.000000 Penalty: 5934.062500
	Iteration 264Q: 3 clusters Score -1.246425e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142583 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -12464244.000000 Penalty: 5934.062500
	Iteration 265Q: 3 clusters Score -1.246424e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142588 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -12464253.000000 Penalty: 5934.062500
	Iteration 266Q: 3 clusters Score -1.246425e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142593 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -12464247.000000 Penalty: 5934.062500
	Iteration 267Q: 3 clusters Score -1.246425e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142596 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -12464258.000000 Penalty: 5934.062500
	Iteration 268Q: 3 clusters Score -1.246426e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142598 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
Score: -12464249.000000 Penalty: 5934.062500
	Iteration 269Q: 3 clusters Score -1.246425e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142602 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -12464247.000000 Penalty: 5934.062500
	Iteration 270Q: 3 clusters Score -1.246425e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142609 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -12464250.000000 Penalty: 5934.062500
	Iteration 271Q: 3 clusters Score -1.246425e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142615 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -12464260.000000 Penalty: 5934.062500
	Iteration 272Q: 3 clusters Score -1.246426e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142621 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -12464242.000000 Penalty: 5934.062500
	Iteration 273Q: 3 clusters Score -1.246424e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142626 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -12464250.000000 Penalty: 5934.062500
	Iteration 274Q: 3 clusters Score -1.246425e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142636 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -12464244.000000 Penalty: 5934.062500
	Iteration 275Q: 3 clusters Score -1.246424e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142645 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -12464247.000000 Penalty: 5934.062500
	Iteration 276Q: 3 clusters Score -1.246425e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142652 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -12464252.000000 Penalty: 5934.062500
	Iteration 277Q: 3 clusters Score -1.246425e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142656 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -12464248.000000 Penalty: 5934.062500
	Iteration 278Q: 3 clusters Score -1.246425e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142665 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -12464249.000000 Penalty: 5934.062500
	Iteration 279Q: 3 clusters Score -1.246425e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142680 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -12464263.000000 Penalty: 5934.062500
	Iteration 280F: 3 clusters Score -1.246426e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142691 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -12464272.000000 Penalty: 5934.062500
	Iteration 281Q: 3 clusters Score -1.246427e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142704 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -12464277.000000 Penalty: 5934.062500
	Iteration 282Q: 3 clusters Score -1.246428e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142716 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -12464285.000000 Penalty: 5934.062500
	Iteration 283Q: 3 clusters Score -1.246428e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142725 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -12464281.000000 Penalty: 5934.062500
	Iteration 284Q: 3 clusters Score -1.246428e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142737 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -12464289.000000 Penalty: 5934.062500
	Iteration 285Q: 3 clusters Score -1.246429e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142745 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -12464287.000000 Penalty: 5934.062500
	Iteration 286Q: 3 clusters Score -1.246429e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142751 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -12464284.000000 Penalty: 5934.062500
	Iteration 287Q: 3 clusters Score -1.246428e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142759 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -12464267.000000 Penalty: 5934.062500
	Iteration 288Q: 3 clusters Score -1.246427e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142764 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -12464274.000000 Penalty: 5934.062500
	Iteration 289Q: 3 clusters Score -1.246427e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142765 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -12464276.000000 Penalty: 5934.062500
	Iteration 290Q: 3 clusters Score -1.246428e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142767 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -12464269.000000 Penalty: 5934.062500
	Iteration 291Q: 3 clusters Score -1.246427e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142769 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -12464276.000000 Penalty: 5934.062500
	Iteration 292Q: 3 clusters Score -1.246428e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142769 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -12464276.000000 Penalty: 5934.062500
	Iteration 293F: 3 clusters Score -1.246428e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (73601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73601 members 
Entering Unmasked Estep 
Score: -5934105.500000 Penalty: 2779.190674
	Iteration 0F: 2 clusters Score -5934106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36642 members 
Mstep: Class 2 contains 36959 members 
Entering Unmasked Estep 
Score: -5885082.000000 Penalty: 5558.381348
	Iteration 0F: 3 clusters Score -5885082 nChanged 34399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35837 members 
Mstep: Class 2 contains 37764 members 
Entering Unmasked Estep 
Score: -5904225.000000 Penalty: 5558.381348
	Iteration 1F: 3 clusters Score -5904225 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35356 members 
Mstep: Class 2 contains 38245 members 
Entering Unmasked Estep 
Score: -5905020.500000 Penalty: 5558.381348
	Iteration 2Q: 3 clusters Score -5905020 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34663 members 
Mstep: Class 2 contains 38938 members 
Entering Unmasked Estep 
Score: -5906133.000000 Penalty: 5558.381348
	Iteration 3Q: 3 clusters Score -5906133 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33737 members 
Mstep: Class 2 contains 39864 members 
Entering Unmasked Estep 
Score: -5907793.500000 Penalty: 5558.381348
	Iteration 4Q: 3 clusters Score -5907794 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32546 members 
Mstep: Class 2 contains 41055 members 
Entering Unmasked Estep 
Score: -5910193.000000 Penalty: 5558.381348
	Iteration 5F: 3 clusters Score -5910193 nChanged 4389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31209 members 
Mstep: Class 2 contains 42392 members 
Entering Unmasked Estep 
Score: -5913283.000000 Penalty: 5558.381348
	Iteration 6F: 3 clusters Score -5913283 nChanged 4916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29729 members 
Mstep: Class 2 contains 43872 members 
Entering Unmasked Estep 
Score: -5916941.500000 Penalty: 5558.381348
	Iteration 7F: 3 clusters Score -5916942 nChanged 5053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28218 members 
Mstep: Class 2 contains 45383 members 
Entering Unmasked Estep 
Score: -5921053.000000 Penalty: 5558.381348
	Iteration 8F: 3 clusters Score -5921053 nChanged 4797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27119 members 
Mstep: Class 2 contains 46482 members 
Entering Unmasked Estep 
Score: -5924853.500000 Penalty: 5558.381348
	Iteration 9F: 3 clusters Score -5924854 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26591 members 
Mstep: Class 2 contains 47010 members 
Entering Unmasked Estep 
Score: -5927455.000000 Penalty: 5558.381348
	Iteration 10F: 3 clusters Score -5927455 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26521 members 
Mstep: Class 2 contains 47080 members 
Entering Unmasked Estep 
Score: -5929009.000000 Penalty: 5558.381348
	Iteration 11Q: 3 clusters Score -5929009 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26674 members 
Mstep: Class 2 contains 46927 members 
Entering Unmasked Estep 
Score: -5929714.000000 Penalty: 5558.381348
	Iteration 12Q: 3 clusters Score -5929714 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26932 members 
Mstep: Class 2 contains 46669 members 
Entering Unmasked Estep 
Score: -5930067.000000 Penalty: 5558.381348
	Iteration 13Q: 3 clusters Score -5930067 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27204 members 
Mstep: Class 2 contains 46397 members 
Entering Unmasked Estep 
Score: -5930399.500000 Penalty: 5558.381348
	Iteration 14Q: 3 clusters Score -5930400 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27485 members 
Mstep: Class 2 contains 46116 members 
Entering Unmasked Estep 
Score: -5930658.500000 Penalty: 5558.381348
	Iteration 15Q: 3 clusters Score -5930658 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27776 members 
Mstep: Class 2 contains 45825 members 
Entering Unmasked Estep 
Score: -5930861.000000 Penalty: 5558.381348
	Iteration 16Q: 3 clusters Score -5930861 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28106 members 
Mstep: Class 2 contains 45495 members 
Entering Unmasked Estep 
Score: -5931043.500000 Penalty: 5558.381348
	Iteration 17Q: 3 clusters Score -5931044 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28455 members 
Mstep: Class 2 contains 45146 members 
Entering Unmasked Estep 
Score: -5931206.500000 Penalty: 5558.381348
	Iteration 18Q: 3 clusters Score -5931206 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28770 members 
Mstep: Class 2 contains 44831 members 
Entering Unmasked Estep 
Score: -5931323.000000 Penalty: 5558.381348
	Iteration 19Q: 3 clusters Score -5931323 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29075 members 
Mstep: Class 2 contains 44526 members 
Entering Unmasked Estep 
Score: -5931392.500000 Penalty: 5558.381348
	Iteration 20F: 3 clusters Score -5931392 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29350 members 
Mstep: Class 2 contains 44251 members 
Entering Unmasked Estep 
Score: -5931466.500000 Penalty: 5558.381348
	Iteration 21Q: 3 clusters Score -5931466 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29620 members 
Mstep: Class 2 contains 43981 members 
Entering Unmasked Estep 
Score: -5931537.500000 Penalty: 5558.381348
	Iteration 22Q: 3 clusters Score -5931538 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29870 members 
Mstep: Class 2 contains 43731 members 
Entering Unmasked Estep 
Score: -5931590.500000 Penalty: 5558.381348
	Iteration 23Q: 3 clusters Score -5931590 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30129 members 
Mstep: Class 2 contains 43472 members 
Entering Unmasked Estep 
Score: -5931636.000000 Penalty: 5558.381348
	Iteration 24Q: 3 clusters Score -5931636 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30347 members 
Mstep: Class 2 contains 43254 members 
Entering Unmasked Estep 
Score: -5931673.500000 Penalty: 5558.381348
	Iteration 25Q: 3 clusters Score -5931674 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30569 members 
Mstep: Class 2 contains 43032 members 
Entering Unmasked Estep 
Score: -5931694.500000 Penalty: 5558.381348
	Iteration 26Q: 3 clusters Score -5931694 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30788 members 
Mstep: Class 2 contains 42813 members 
Entering Unmasked Estep 
Score: -5931727.000000 Penalty: 5558.381348
	Iteration 27Q: 3 clusters Score -5931727 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31023 members 
Mstep: Class 2 contains 42578 members 
Entering Unmasked Estep 
Score: -5931752.000000 Penalty: 5558.381348
	Iteration 28Q: 3 clusters Score -5931752 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31239 members 
Mstep: Class 2 contains 42362 members 
Entering Unmasked Estep 
Score: -5931779.000000 Penalty: 5558.381348
	Iteration 29Q: 3 clusters Score -5931779 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31455 members 
Mstep: Class 2 contains 42146 members 
Entering Unmasked Estep 
Score: -5931820.500000 Penalty: 5558.381348
	Iteration 30Q: 3 clusters Score -5931820 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31672 members 
Mstep: Class 2 contains 41929 members 
Entering Unmasked Estep 
Score: -5931840.500000 Penalty: 5558.381348
	Iteration 31Q: 3 clusters Score -5931840 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31900 members 
Mstep: Class 2 contains 41701 members 
Entering Unmasked Estep 
Score: -5931879.000000 Penalty: 5558.381348
	Iteration 32Q: 3 clusters Score -5931879 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32135 members 
Mstep: Class 2 contains 41466 members 
Entering Unmasked Estep 
Score: -5931906.000000 Penalty: 5558.381348
	Iteration 33Q: 3 clusters Score -5931906 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32368 members 
Mstep: Class 2 contains 41233 members 
Entering Unmasked Estep 
Score: -5931932.000000 Penalty: 5558.381348
	Iteration 34Q: 3 clusters Score -5931932 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32622 members 
Mstep: Class 2 contains 40979 members 
Entering Unmasked Estep 
Score: -5931927.000000 Penalty: 5558.381348
	Iteration 35Q: 3 clusters Score -5931927 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32878 members 
Mstep: Class 2 contains 40723 members 
Entering Unmasked Estep 
Score: -5931936.000000 Penalty: 5558.381348
	Iteration 36Q: 3 clusters Score -5931936 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33097 members 
Mstep: Class 2 contains 40504 members 
Entering Unmasked Estep 
Score: -5931938.500000 Penalty: 5558.381348
	Iteration 37Q: 3 clusters Score -5931938 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33297 members 
Mstep: Class 2 contains 40304 members 
Entering Unmasked Estep 
Score: -5931953.000000 Penalty: 5558.381348
	Iteration 38Q: 3 clusters Score -5931953 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33478 members 
Mstep: Class 2 contains 40123 members 
Entering Unmasked Estep 
Score: -5931979.500000 Penalty: 5558.381348
	Iteration 39Q: 3 clusters Score -5931980 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33655 members 
Mstep: Class 2 contains 39946 members 
Entering Unmasked Estep 
Score: -5932003.000000 Penalty: 5558.381348
	Iteration 40F: 3 clusters Score -5932003 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33826 members 
Mstep: Class 2 contains 39775 members 
Entering Unmasked Estep 
Score: -5932023.000000 Penalty: 5558.381348
	Iteration 41Q: 3 clusters Score -5932023 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33981 members 
Mstep: Class 2 contains 39620 members 
Entering Unmasked Estep 
Score: -5932031.500000 Penalty: 5558.381348
	Iteration 42Q: 3 clusters Score -5932032 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34151 members 
Mstep: Class 2 contains 39450 members 
Entering Unmasked Estep 
Score: -5932030.000000 Penalty: 5558.381348
	Iteration 43Q: 3 clusters Score -5932030 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34321 members 
Mstep: Class 2 contains 39280 members 
Entering Unmasked Estep 
Score: -5932013.500000 Penalty: 5558.381348
	Iteration 44Q: 3 clusters Score -5932014 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34487 members 
Mstep: Class 2 contains 39114 members 
Entering Unmasked Estep 
Score: -5932023.000000 Penalty: 5558.381348
	Iteration 45Q: 3 clusters Score -5932023 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34653 members 
Mstep: Class 2 contains 38948 members 
Entering Unmasked Estep 
Score: -5932042.000000 Penalty: 5558.381348
	Iteration 46Q: 3 clusters Score -5932042 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34811 members 
Mstep: Class 2 contains 38790 members 
Entering Unmasked Estep 
Score: -5932072.000000 Penalty: 5558.381348
	Iteration 47Q: 3 clusters Score -5932072 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34980 members 
Mstep: Class 2 contains 38621 members 
Entering Unmasked Estep 
Score: -5932079.500000 Penalty: 5558.381348
	Iteration 48Q: 3 clusters Score -5932080 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35147 members 
Mstep: Class 2 contains 38454 members 
Entering Unmasked Estep 
Score: -5932081.000000 Penalty: 5558.381348
	Iteration 49Q: 3 clusters Score -5932081 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35324 members 
Mstep: Class 2 contains 38277 members 
Entering Unmasked Estep 
Score: -5932087.500000 Penalty: 5558.381348
	Iteration 50Q: 3 clusters Score -5932088 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35501 members 
Mstep: Class 2 contains 38100 members 
Entering Unmasked Estep 
Score: -5932110.500000 Penalty: 5558.381348
	Iteration 51Q: 3 clusters Score -5932110 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35674 members 
Mstep: Class 2 contains 37927 members 
Entering Unmasked Estep 
Score: -5932103.000000 Penalty: 5558.381348
	Iteration 52Q: 3 clusters Score -5932103 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35814 members 
Mstep: Class 2 contains 37787 members 
Entering Unmasked Estep 
Score: -5932134.500000 Penalty: 5558.381348
	Iteration 53Q: 3 clusters Score -5932134 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35948 members 
Mstep: Class 2 contains 37653 members 
Entering Unmasked Estep 
Score: -5932143.500000 Penalty: 5558.381348
	Iteration 54Q: 3 clusters Score -5932144 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36087 members 
Mstep: Class 2 contains 37514 members 
Entering Unmasked Estep 
Score: -5932159.500000 Penalty: 5558.381348
	Iteration 55Q: 3 clusters Score -5932160 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36217 members 
Mstep: Class 2 contains 37384 members 
Entering Unmasked Estep 
Score: -5932154.500000 Penalty: 5558.381348
	Iteration 56Q: 3 clusters Score -5932154 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36356 members 
Mstep: Class 2 contains 37245 members 
Entering Unmasked Estep 
Score: -5932166.500000 Penalty: 5558.381348
	Iteration 57Q: 3 clusters Score -5932166 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36496 members 
Mstep: Class 2 contains 37105 members 
Entering Unmasked Estep 
Score: -5932192.500000 Penalty: 5558.381348
	Iteration 58Q: 3 clusters Score -5932192 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36624 members 
Mstep: Class 2 contains 36977 members 
Entering Unmasked Estep 
Score: -5932185.000000 Penalty: 5558.381348
	Iteration 59Q: 3 clusters Score -5932185 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36753 members 
Mstep: Class 2 contains 36848 members 
Entering Unmasked Estep 
Score: -5932186.500000 Penalty: 5558.381348
	Iteration 60F: 3 clusters Score -5932186 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36871 members 
Mstep: Class 2 contains 36730 members 
Entering Unmasked Estep 
Score: -5932184.000000 Penalty: 5558.381348
	Iteration 61Q: 3 clusters Score -5932184 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37003 members 
Mstep: Class 2 contains 36598 members 
Entering Unmasked Estep 
Score: -5932203.500000 Penalty: 5558.381348
	Iteration 62Q: 3 clusters Score -5932204 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37125 members 
Mstep: Class 2 contains 36476 members 
Entering Unmasked Estep 
Score: -5932192.000000 Penalty: 5558.381348
	Iteration 63Q: 3 clusters Score -5932192 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37267 members 
Mstep: Class 2 contains 36334 members 
Entering Unmasked Estep 
Score: -5932206.000000 Penalty: 5558.381348
	Iteration 64Q: 3 clusters Score -5932206 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37417 members 
Mstep: Class 2 contains 36184 members 
Entering Unmasked Estep 
Score: -5932222.500000 Penalty: 5558.381348
	Iteration 65Q: 3 clusters Score -5932222 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37561 members 
Mstep: Class 2 contains 36040 members 
Entering Unmasked Estep 
Score: -5932227.500000 Penalty: 5558.381348
	Iteration 66Q: 3 clusters Score -5932228 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37701 members 
Mstep: Class 2 contains 35900 members 
Entering Unmasked Estep 
Score: -5932233.500000 Penalty: 5558.381348
	Iteration 67Q: 3 clusters Score -5932234 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37860 members 
Mstep: Class 2 contains 35741 members 
Entering Unmasked Estep 
Score: -5932231.000000 Penalty: 5558.381348
	Iteration 68Q: 3 clusters Score -5932231 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38006 members 
Mstep: Class 2 contains 35595 members 
Entering Unmasked Estep 
Score: -5932256.000000 Penalty: 5558.381348
	Iteration 69Q: 3 clusters Score -5932256 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38143 members 
Mstep: Class 2 contains 35458 members 
Entering Unmasked Estep 
Score: -5932239.000000 Penalty: 5558.381348
	Iteration 70Q: 3 clusters Score -5932239 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38267 members 
Mstep: Class 2 contains 35334 members 
Entering Unmasked Estep 
Score: -5932268.500000 Penalty: 5558.381348
	Iteration 71Q: 3 clusters Score -5932268 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38391 members 
Mstep: Class 2 contains 35210 members 
Entering Unmasked Estep 
Score: -5932265.500000 Penalty: 5558.381348
	Iteration 72Q: 3 clusters Score -5932266 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38528 members 
Mstep: Class 2 contains 35073 members 
Entering Unmasked Estep 
Score: -5932285.500000 Penalty: 5558.381348
	Iteration 73Q: 3 clusters Score -5932286 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38657 members 
Mstep: Class 2 contains 34944 members 
Entering Unmasked Estep 
Score: -5932293.500000 Penalty: 5558.381348
	Iteration 74Q: 3 clusters Score -5932294 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38767 members 
Mstep: Class 2 contains 34834 members 
Entering Unmasked Estep 
Score: -5932307.000000 Penalty: 5558.381348
	Iteration 75Q: 3 clusters Score -5932307 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38892 members 
Mstep: Class 2 contains 34709 members 
Entering Unmasked Estep 
Score: -5932302.500000 Penalty: 5558.381348
	Iteration 76Q: 3 clusters Score -5932302 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39001 members 
Mstep: Class 2 contains 34600 members 
Entering Unmasked Estep 
Score: -5932316.500000 Penalty: 5558.381348
	Iteration 77Q: 3 clusters Score -5932316 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39121 members 
Mstep: Class 2 contains 34480 members 
Entering Unmasked Estep 
Score: -5932297.000000 Penalty: 5558.381348
	Iteration 78Q: 3 clusters Score -5932297 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39254 members 
Mstep: Class 2 contains 34347 members 
Entering Unmasked Estep 
Score: -5932302.000000 Penalty: 5558.381348
	Iteration 79Q: 3 clusters Score -5932302 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39396 members 
Mstep: Class 2 contains 34205 members 
Entering Unmasked Estep 
Score: -5932333.500000 Penalty: 5558.381348
	Iteration 80F: 3 clusters Score -5932334 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39544 members 
Mstep: Class 2 contains 34057 members 
Entering Unmasked Estep 
Score: -5932330.500000 Penalty: 5558.381348
	Iteration 81Q: 3 clusters Score -5932330 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39700 members 
Mstep: Class 2 contains 33901 members 
Entering Unmasked Estep 
Score: -5932349.000000 Penalty: 5558.381348
	Iteration 82Q: 3 clusters Score -5932349 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39865 members 
Mstep: Class 2 contains 33736 members 
Entering Unmasked Estep 
Score: -5932368.500000 Penalty: 5558.381348
	Iteration 83Q: 3 clusters Score -5932368 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40037 members 
Mstep: Class 2 contains 33564 members 
Entering Unmasked Estep 
Score: -5932381.500000 Penalty: 5558.381348
	Iteration 84Q: 3 clusters Score -5932382 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40190 members 
Mstep: Class 2 contains 33411 members 
Entering Unmasked Estep 
Score: -5932399.000000 Penalty: 5558.381348
	Iteration 85Q: 3 clusters Score -5932399 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40327 members 
Mstep: Class 2 contains 33274 members 
Entering Unmasked Estep 
Score: -5932418.000000 Penalty: 5558.381348
	Iteration 86Q: 3 clusters Score -5932418 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40478 members 
Mstep: Class 2 contains 33123 members 
Entering Unmasked Estep 
Score: -5932435.000000 Penalty: 5558.381348
	Iteration 87Q: 3 clusters Score -5932435 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40615 members 
Mstep: Class 2 contains 32986 members 
Entering Unmasked Estep 
Score: -5932426.000000 Penalty: 5558.381348
	Iteration 88Q: 3 clusters Score -5932426 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40745 members 
Mstep: Class 2 contains 32856 members 
Entering Unmasked Estep 
Score: -5932423.500000 Penalty: 5558.381348
	Iteration 89Q: 3 clusters Score -5932424 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40874 members 
Mstep: Class 2 contains 32727 members 
Entering Unmasked Estep 
Score: -5932431.500000 Penalty: 5558.381348
	Iteration 90Q: 3 clusters Score -5932432 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41012 members 
Mstep: Class 2 contains 32589 members 
Entering Unmasked Estep 
Score: -5932441.000000 Penalty: 5558.381348
	Iteration 91Q: 3 clusters Score -5932441 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41141 members 
Mstep: Class 2 contains 32460 members 
Entering Unmasked Estep 
Score: -5932445.500000 Penalty: 5558.381348
	Iteration 92Q: 3 clusters Score -5932446 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41250 members 
Mstep: Class 2 contains 32351 members 
Entering Unmasked Estep 
Score: -5932454.500000 Penalty: 5558.381348
	Iteration 93Q: 3 clusters Score -5932454 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41358 members 
Mstep: Class 2 contains 32243 members 
Entering Unmasked Estep 
Score: -5932469.000000 Penalty: 5558.381348
	Iteration 94Q: 3 clusters Score -5932469 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41466 members 
Mstep: Class 2 contains 32135 members 
Entering Unmasked Estep 
Score: -5932467.000000 Penalty: 5558.381348
	Iteration 95Q: 3 clusters Score -5932467 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41564 members 
Mstep: Class 2 contains 32037 members 
Entering Unmasked Estep 
Score: -5932465.500000 Penalty: 5558.381348
	Iteration 96Q: 3 clusters Score -5932466 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41656 members 
Mstep: Class 2 contains 31945 members 
Entering Unmasked Estep 
Score: -5932470.000000 Penalty: 5558.381348
	Iteration 97Q: 3 clusters Score -5932470 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41760 members 
Mstep: Class 2 contains 31841 members 
Entering Unmasked Estep 
Score: -5932480.000000 Penalty: 5558.381348
	Iteration 98Q: 3 clusters Score -5932480 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41860 members 
Mstep: Class 2 contains 31741 members 
Entering Unmasked Estep 
Score: -5932480.500000 Penalty: 5558.381348
	Iteration 99Q: 3 clusters Score -5932480 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41959 members 
Mstep: Class 2 contains 31642 members 
Entering Unmasked Estep 
Score: -5932501.500000 Penalty: 5558.381348
	Iteration 100F: 3 clusters Score -5932502 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42074 members 
Mstep: Class 2 contains 31527 members 
Entering Unmasked Estep 
Score: -5932488.500000 Penalty: 5558.381348
	Iteration 101Q: 3 clusters Score -5932488 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42183 members 
Mstep: Class 2 contains 31418 members 
Entering Unmasked Estep 
Score: -5932494.000000 Penalty: 5558.381348
	Iteration 102Q: 3 clusters Score -5932494 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42291 members 
Mstep: Class 2 contains 31310 members 
Entering Unmasked Estep 
Score: -5932512.500000 Penalty: 5558.381348
	Iteration 103Q: 3 clusters Score -5932512 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42402 members 
Mstep: Class 2 contains 31199 members 
Entering Unmasked Estep 
Score: -5932500.500000 Penalty: 5558.381348
	Iteration 104Q: 3 clusters Score -5932500 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42513 members 
Mstep: Class 2 contains 31088 members 
Entering Unmasked Estep 
Score: -5932518.000000 Penalty: 5558.381348
	Iteration 105Q: 3 clusters Score -5932518 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42611 members 
Mstep: Class 2 contains 30990 members 
Entering Unmasked Estep 
Score: -5932522.000000 Penalty: 5558.381348
	Iteration 106Q: 3 clusters Score -5932522 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42708 members 
Mstep: Class 2 contains 30893 members 
Entering Unmasked Estep 
Score: -5932523.500000 Penalty: 5558.381348
	Iteration 107Q: 3 clusters Score -5932524 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42795 members 
Mstep: Class 2 contains 30806 members 
Entering Unmasked Estep 
Score: -5932528.000000 Penalty: 5558.381348
	Iteration 108Q: 3 clusters Score -5932528 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42899 members 
Mstep: Class 2 contains 30702 members 
Entering Unmasked Estep 
Score: -5932516.500000 Penalty: 5558.381348
	Iteration 109Q: 3 clusters Score -5932516 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43007 members 
Mstep: Class 2 contains 30594 members 
Entering Unmasked Estep 
Score: -5932515.000000 Penalty: 5558.381348
	Iteration 110Q: 3 clusters Score -5932515 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43110 members 
Mstep: Class 2 contains 30491 members 
Entering Unmasked Estep 
Score: -5932543.500000 Penalty: 5558.381348
	Iteration 111Q: 3 clusters Score -5932544 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43216 members 
Mstep: Class 2 contains 30385 members 
Entering Unmasked Estep 
Score: -5932542.500000 Penalty: 5558.381348
	Iteration 112Q: 3 clusters Score -5932542 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43293 members 
Mstep: Class 2 contains 30308 members 
Entering Unmasked Estep 
Score: -5932534.500000 Penalty: 5558.381348
	Iteration 113Q: 3 clusters Score -5932534 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43361 members 
Mstep: Class 2 contains 30240 members 
Entering Unmasked Estep 
Score: -5932540.000000 Penalty: 5558.381348
	Iteration 114Q: 3 clusters Score -5932540 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43402 members 
Mstep: Class 2 contains 30199 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -5932542 nChanged 34
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	Iteration 116Q: 3 clusters Score -5932542 nChanged 35
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -5932542 nChanged 38
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	Iteration 118Q: 3 clusters Score -5932533 nChanged 47
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	Iteration 119Q: 3 clusters Score -5932541 nChanged 44
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	Iteration 120F: 3 clusters Score -5932546 nChanged 37
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Mstep: Class 2 contains 29968 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -5932556 nChanged 32
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	Iteration 122Q: 3 clusters Score -5932570 nChanged 31
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	Iteration 123Q: 3 clusters Score -5932563 nChanged 28
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	Iteration 124Q: 3 clusters Score -5932567 nChanged 29
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -5932558 nChanged 31
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	Iteration 126Q: 3 clusters Score -5932566 nChanged 36
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	Iteration 127Q: 3 clusters Score -5932558 nChanged 41
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	Iteration 128Q: 3 clusters Score -5932558 nChanged 43
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Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -5932552 nChanged 30
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Mstep: Class 2 contains 29669 members 
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	Iteration 130Q: 3 clusters Score -5932556 nChanged 22
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	Iteration 131Q: 3 clusters Score -5932563 nChanged 26
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Mstep: Class 2 contains 29623 members 
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	Iteration 132Q: 3 clusters Score -5932564 nChanged 23
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	Iteration 133Q: 3 clusters Score -5932552 nChanged 20
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	Iteration 134Q: 3 clusters Score -5932562 nChanged 19
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	Iteration 135Q: 3 clusters Score -5932562 nChanged 19
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	Iteration 137Q: 3 clusters Score -5932546 nChanged 23
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	Iteration 138Q: 3 clusters Score -5932548 nChanged 20
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	Iteration 140F: 3 clusters Score -5932547 nChanged 19
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	Iteration 144Q: 3 clusters Score -5932568 nChanged 11
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	Iteration 145Q: 3 clusters Score -5932562 nChanged 4
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	Iteration 146Q: 3 clusters Score -5932559 nChanged 3
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	Iteration 147Q: 3 clusters Score -5932568 nChanged 1
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	Iteration 148Q: 3 clusters Score -5932566 nChanged 1
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	Iteration 149Q: 3 clusters Score -5932566 nChanged 2
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	Iteration 150Q: 3 clusters Score -5932566 nChanged 3
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	Iteration 151Q: 3 clusters Score -5932562 nChanged 4
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	Iteration 152Q: 3 clusters Score -5932561 nChanged 5
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	Iteration 153Q: 3 clusters Score -5932565 nChanged 6
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	Iteration 154Q: 3 clusters Score -5932576 nChanged 4
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	Iteration 155Q: 3 clusters Score -5932575 nChanged 3
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	Iteration 156Q: 3 clusters Score -5932579 nChanged 3
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	Iteration 157Q: 3 clusters Score -5932576 nChanged 5
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	Iteration 158Q: 3 clusters Score -5932572 nChanged 5
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	Iteration 159Q: 3 clusters Score -5932569 nChanged 5
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	Iteration 160F: 3 clusters Score -5932577 nChanged 5
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	Iteration 161Q: 3 clusters Score -5932579 nChanged 6
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	Iteration 162Q: 3 clusters Score -5932569 nChanged 8
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	Iteration 163Q: 3 clusters Score -5932568 nChanged 8
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	Iteration 164Q: 3 clusters Score -5932572 nChanged 10
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	Iteration 165Q: 3 clusters Score -5932575 nChanged 10
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	Iteration 166Q: 3 clusters Score -5932566 nChanged 12
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	Iteration 167Q: 3 clusters Score -5932566 nChanged 15
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	Iteration 168Q: 3 clusters Score -5932564 nChanged 14
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	Iteration 169Q: 3 clusters Score -5932569 nChanged 17
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	Iteration 170Q: 3 clusters Score -5932580 nChanged 20
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	Iteration 171Q: 3 clusters Score -5932588 nChanged 20
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	Iteration 172Q: 3 clusters Score -5932580 nChanged 27
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	Iteration 173Q: 3 clusters Score -5932578 nChanged 23
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	Iteration 174Q: 3 clusters Score -5932574 nChanged 24
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	Iteration 175Q: 3 clusters Score -5932587 nChanged 20
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	Iteration 176Q: 3 clusters Score -5932578 nChanged 18
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	Iteration 177Q: 3 clusters Score -5932568 nChanged 19
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	Iteration 178Q: 3 clusters Score -5932570 nChanged 13
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	Iteration 179Q: 3 clusters Score -5932577 nChanged 14
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	Iteration 180F: 3 clusters Score -5932581 nChanged 16
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	Iteration 181Q: 3 clusters Score -5932566 nChanged 17
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	Iteration 182Q: 3 clusters Score -5932574 nChanged 17
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	Iteration 183Q: 3 clusters Score -5932566 nChanged 14
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	Iteration 184Q: 3 clusters Score -5932569 nChanged 9
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	Iteration 186Q: 3 clusters Score -5932579 nChanged 12
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	Iteration 187Q: 3 clusters Score -5932574 nChanged 14
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	Iteration 188Q: 3 clusters Score -5932582 nChanged 16
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	Iteration 190Q: 3 clusters Score -5932567 nChanged 20
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	Iteration 191Q: 3 clusters Score -5932566 nChanged 16
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	Iteration 193Q: 3 clusters Score -5932571 nChanged 12
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	Iteration 195Q: 3 clusters Score -5932579 nChanged 11
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	Iteration 196Q: 3 clusters Score -5932578 nChanged 11
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	Iteration 198Q: 3 clusters Score -5932588 nChanged 16
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	Iteration 199Q: 3 clusters Score -5932574 nChanged 19
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	Iteration 200F: 3 clusters Score -5932584 nChanged 14
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	Iteration 201Q: 3 clusters Score -5932584 nChanged 15
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	Iteration 203Q: 3 clusters Score -5932588 nChanged 16
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	Iteration 206Q: 3 clusters Score -5932591 nChanged 11
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	Iteration 207Q: 3 clusters Score -5932588 nChanged 7
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	Iteration 208Q: 3 clusters Score -5932600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44962 members 
Mstep: Class 2 contains 28639 members 
Entering Unmasked Estep 
Score: -5932596.000000 Penalty: 5558.381348
	Iteration 209Q: 3 clusters Score -5932596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44968 members 
Mstep: Class 2 contains 28633 members 
Entering Unmasked Estep 
Score: -5932604.500000 Penalty: 5558.381348
	Iteration 210Q: 3 clusters Score -5932604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44972 members 
Mstep: Class 2 contains 28629 members 
Entering Unmasked Estep 
Score: -5932601.000000 Penalty: 5558.381348
	Iteration 211Q: 3 clusters Score -5932601 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44978 members 
Mstep: Class 2 contains 28623 members 
Entering Unmasked Estep 
Score: -5932602.500000 Penalty: 5558.381348
	Iteration 212Q: 3 clusters Score -5932602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44985 members 
Mstep: Class 2 contains 28616 members 
Entering Unmasked Estep 
Score: -5932587.000000 Penalty: 5558.381348
	Iteration 213Q: 3 clusters Score -5932587 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44995 members 
Mstep: Class 2 contains 28606 members 
Entering Unmasked Estep 
Score: -5932591.500000 Penalty: 5558.381348
	Iteration 214Q: 3 clusters Score -5932592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44999 members 
Mstep: Class 2 contains 28602 members 
Entering Unmasked Estep 
Score: -5932588.500000 Penalty: 5558.381348
	Iteration 215Q: 3 clusters Score -5932588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45000 members 
Mstep: Class 2 contains 28601 members 
Entering Unmasked Estep 
Score: -5932592.000000 Penalty: 5558.381348
	Iteration 216Q: 3 clusters Score -5932592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45000 members 
Mstep: Class 2 contains 28601 members 
Entering Unmasked Estep 
Score: -5932592.000000 Penalty: 5558.381348
	Iteration 217F: 3 clusters Score -5932592 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (88323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88323 members 
Entering Unmasked Estep 
Score: -7148152.500000 Penalty: 2824.411377
	Iteration 0F: 2 clusters Score -7148152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44120 members 
Mstep: Class 2 contains 44203 members 
Entering Unmasked Estep 
Score: -7089055.000000 Penalty: 5648.822754
	Iteration 0F: 3 clusters Score -7089055 nChanged 41539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44409 members 
Mstep: Class 2 contains 43914 members 
Entering Unmasked Estep 
Score: -7112622.500000 Penalty: 5648.822754
	Iteration 1F: 3 clusters Score -7112622 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44541 members 
Mstep: Class 2 contains 43782 members 
Entering Unmasked Estep 
Score: -7113349.500000 Penalty: 5648.822754
	Iteration 2Q: 3 clusters Score -7113350 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44835 members 
Mstep: Class 2 contains 43488 members 
Entering Unmasked Estep 
Score: -7114151.000000 Penalty: 5648.822754
	Iteration 3Q: 3 clusters Score -7114151 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45264 members 
Mstep: Class 2 contains 43059 members 
Entering Unmasked Estep 
Score: -7115154.500000 Penalty: 5648.822754
	Iteration 4Q: 3 clusters Score -7115154 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45903 members 
Mstep: Class 2 contains 42420 members 
Entering Unmasked Estep 
Score: -7116442.000000 Penalty: 5648.822754
	Iteration 5Q: 3 clusters Score -7116442 nChanged 3969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46858 members 
Mstep: Class 2 contains 41465 members 
Entering Unmasked Estep 
Score: -7118058.000000 Penalty: 5648.822754
	Iteration 6Q: 3 clusters Score -7118058 nChanged 4311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48217 members 
Mstep: Class 2 contains 40106 members 
Entering Unmasked Estep 
Score: -7119897.000000 Penalty: 5648.822754
	Iteration 7Q: 3 clusters Score -7119897 nChanged 4631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49982 members 
Mstep: Class 2 contains 38341 members 
Entering Unmasked Estep 
Score: -7121920.500000 Penalty: 5648.822754
	Iteration 8F: 3 clusters Score -7121920 nChanged 4545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52059 members 
Mstep: Class 2 contains 36264 members 
Entering Unmasked Estep 
Score: -7123812.500000 Penalty: 5648.822754
	Iteration 9F: 3 clusters Score -7123812 nChanged 4174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54419 members 
Mstep: Class 2 contains 33904 members 
Entering Unmasked Estep 
Score: -7125403.500000 Penalty: 5648.822754
	Iteration 10Q: 3 clusters Score -7125404 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57108 members 
Mstep: Class 2 contains 31215 members 
Entering Unmasked Estep 
Score: -7126901.000000 Penalty: 5648.822754
	Iteration 11Q: 3 clusters Score -7126901 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60133 members 
Mstep: Class 2 contains 28190 members 
Entering Unmasked Estep 
Score: -7128450.000000 Penalty: 5648.822754
	Iteration 12Q: 3 clusters Score -7128450 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63586 members 
Mstep: Class 2 contains 24737 members 
Entering Unmasked Estep 
Score: -7130260.500000 Penalty: 5648.822754
	Iteration 13Q: 3 clusters Score -7130260 nChanged 3860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67336 members 
Mstep: Class 2 contains 20987 members 
Entering Unmasked Estep 
Score: -7132457.000000 Penalty: 5648.822754
	Iteration 14Q: 3 clusters Score -7132457 nChanged 4038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71328 members 
Mstep: Class 2 contains 16995 members 
Entering Unmasked Estep 
Score: -7134990.000000 Penalty: 5648.822754
	Iteration 15Q: 3 clusters Score -7134990 nChanged 3951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75259 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -7137770.000000 Penalty: 5648.822754
	Iteration 16Q: 3 clusters Score -7137770 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78691 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -7140259.500000 Penalty: 5648.822754
	Iteration 17Q: 3 clusters Score -7140260 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81378 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -7142327.000000 Penalty: 5648.822754
	Iteration 18Q: 3 clusters Score -7142327 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83291 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -7143872.000000 Penalty: 5648.822754
	Iteration 19Q: 3 clusters Score -7143872 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84476 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -7144850.500000 Penalty: 5648.822754
	Iteration 20F: 3 clusters Score -7144850 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85133 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -7145375.000000 Penalty: 5648.822754
	Iteration 21Q: 3 clusters Score -7145375 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85541 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -7145673.500000 Penalty: 5648.822754
	Iteration 22Q: 3 clusters Score -7145674 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85830 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -7145823.500000 Penalty: 5648.822754
	Iteration 23Q: 3 clusters Score -7145824 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86038 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -7145924.000000 Penalty: 5648.822754
	Iteration 24Q: 3 clusters Score -7145924 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86197 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -7146022.000000 Penalty: 5648.822754
	Iteration 25Q: 3 clusters Score -7146022 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86317 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -7146067.000000 Penalty: 5648.822754
	Iteration 26Q: 3 clusters Score -7146067 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86416 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -7146092.500000 Penalty: 5648.822754
	Iteration 27Q: 3 clusters Score -7146092 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86479 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -7146125.500000 Penalty: 5648.822754
	Iteration 28Q: 3 clusters Score -7146126 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86536 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -7146151.000000 Penalty: 5648.822754
	Iteration 29Q: 3 clusters Score -7146151 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86592 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -7146160.000000 Penalty: 5648.822754
	Iteration 30Q: 3 clusters Score -7146160 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86628 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -7146171.500000 Penalty: 5648.822754
	Iteration 31Q: 3 clusters Score -7146172 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86651 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -7146163.000000 Penalty: 5648.822754
	Iteration 32Q: 3 clusters Score -7146163 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86674 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -7146158.000000 Penalty: 5648.822754
	Iteration 33Q: 3 clusters Score -7146158 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86692 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -7146158.000000 Penalty: 5648.822754
	Iteration 34Q: 3 clusters Score -7146158 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86708 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -7146164.500000 Penalty: 5648.822754
	Iteration 35Q: 3 clusters Score -7146164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86717 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -7146162.500000 Penalty: 5648.822754
	Iteration 36Q: 3 clusters Score -7146162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86722 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -7146157.000000 Penalty: 5648.822754
	Iteration 37Q: 3 clusters Score -7146157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86724 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -7146156.500000 Penalty: 5648.822754
	Iteration 38Q: 3 clusters Score -7146156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86725 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -7146162.000000 Penalty: 5648.822754
	Iteration 39Q: 3 clusters Score -7146162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86726 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -7146167.000000 Penalty: 5648.822754
	Iteration 40F: 3 clusters Score -7146167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86728 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -7146176.500000 Penalty: 5648.822754
	Iteration 41Q: 3 clusters Score -7146176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86730 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -7146171.000000 Penalty: 5648.822754
	Iteration 42Q: 3 clusters Score -7146171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86733 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -7146172.500000 Penalty: 5648.822754
	Iteration 43Q: 3 clusters Score -7146172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86738 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -7146179.500000 Penalty: 5648.822754
	Iteration 44Q: 3 clusters Score -7146180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86744 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -7146181.500000 Penalty: 5648.822754
	Iteration 45Q: 3 clusters Score -7146182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86748 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -7146186.500000 Penalty: 5648.822754
	Iteration 46Q: 3 clusters Score -7146186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86752 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -7146183.000000 Penalty: 5648.822754
	Iteration 47Q: 3 clusters Score -7146183 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86758 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -7146184.000000 Penalty: 5648.822754
	Iteration 48Q: 3 clusters Score -7146184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86761 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -7146185.000000 Penalty: 5648.822754
	Iteration 49Q: 3 clusters Score -7146185 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86766 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -7146189.000000 Penalty: 5648.822754
	Iteration 50Q: 3 clusters Score -7146189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86769 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -7146192.500000 Penalty: 5648.822754
	Iteration 51Q: 3 clusters Score -7146192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86769 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -7146192.500000 Penalty: 5648.822754
	Iteration 52F: 3 clusters Score -7146192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Entering Unmasked Estep 
Score: -162981.250000 Penalty: 1932.707275
	Iteration 0F: 2 clusters Score -162981.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -160076.578125 Penalty: 3865.414551
	Iteration 0F: 3 clusters Score -160076.6 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -160668.031250 Penalty: 3865.414551
	Iteration 1F: 3 clusters Score -160668 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -160909.265625 Penalty: 3865.414551
	Iteration 2F: 3 clusters Score -160909.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -161109.531250 Penalty: 3865.414551
	Iteration 3F: 3 clusters Score -161109.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -161298.625000 Penalty: 3865.414551
	Iteration 4F: 3 clusters Score -161298.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -161454.125000 Penalty: 3865.414551
	Iteration 5F: 3 clusters Score -161454.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -161567.968750 Penalty: 3865.414551
	Iteration 6Q: 3 clusters Score -161568 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -161633.031250 Penalty: 3865.414551
	Iteration 7Q: 3 clusters Score -161633 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -161676.312500 Penalty: 3865.414551
	Iteration 8Q: 3 clusters Score -161676.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -161721.953125 Penalty: 3865.414551
	Iteration 9Q: 3 clusters Score -161722 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -161776.765625 Penalty: 3865.414551
	Iteration 10Q: 3 clusters Score -161776.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -161830.453125 Penalty: 3865.414551
	Iteration 11Q: 3 clusters Score -161830.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -161893.140625 Penalty: 3865.414551
	Iteration 12Q: 3 clusters Score -161893.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -161943.625000 Penalty: 3865.414551
	Iteration 13Q: 3 clusters Score -161943.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -161982.156250 Penalty: 3865.414551
	Iteration 14Q: 3 clusters Score -161982.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -162023.796875 Penalty: 3865.414551
	Iteration 15Q: 3 clusters Score -162023.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -162068.500000 Penalty: 3865.414551
	Iteration 16Q: 3 clusters Score -162068.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -162115.984375 Penalty: 3865.414551
	Iteration 17Q: 3 clusters Score -162116 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -162155.359375 Penalty: 3865.414551
	Iteration 18Q: 3 clusters Score -162155.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -162191.687500 Penalty: 3865.414551
	Iteration 19Q: 3 clusters Score -162191.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -162238.234375 Penalty: 3865.414551
	Iteration 20F: 3 clusters Score -162238.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -162292.421875 Penalty: 3865.414551
	Iteration 21Q: 3 clusters Score -162292.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -162353.593750 Penalty: 3865.414551
	Iteration 22Q: 3 clusters Score -162353.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -162396.484375 Penalty: 3865.414551
	Iteration 23Q: 3 clusters Score -162396.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -162426.500000 Penalty: 3865.414551
	Iteration 24Q: 3 clusters Score -162426.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -162452.203125 Penalty: 3865.414551
	Iteration 25Q: 3 clusters Score -162452.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -162473.593750 Penalty: 3865.414551
	Iteration 26Q: 3 clusters Score -162473.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -162481.156250 Penalty: 3865.414551
	Iteration 27Q: 3 clusters Score -162481.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -162483.484375 Penalty: 3865.414551
	Iteration 28Q: 3 clusters Score -162483.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -162485.109375 Penalty: 3865.414551
	Iteration 29Q: 3 clusters Score -162485.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -162487.562500 Penalty: 3865.414551
	Iteration 30Q: 3 clusters Score -162487.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -162490.750000 Penalty: 3865.414551
	Iteration 31Q: 3 clusters Score -162490.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -162495.468750 Penalty: 3865.414551
	Iteration 32Q: 3 clusters Score -162495.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -162496.828125 Penalty: 3865.414551
	Iteration 33Q: 3 clusters Score -162496.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -162497.390625 Penalty: 3865.414551
	Iteration 34Q: 3 clusters Score -162497.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -162497.390625 Penalty: 3865.414551
	Iteration 35F: 3 clusters Score -162497.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (23170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23170 members 
Entering Unmasked Estep 
Score: -1775692.625000 Penalty: 2492.552246
	Iteration 0F: 2 clusters Score -1775693 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -1759590.000000 Penalty: 4985.104492
	Iteration 0F: 3 clusters Score -1759590 nChanged 10275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -1765520.500000 Penalty: 4985.104492
	Iteration 1F: 3 clusters Score -1765520 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -1766867.875000 Penalty: 4985.104492
	Iteration 2F: 3 clusters Score -1766868 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -1768296.750000 Penalty: 4985.104492
	Iteration 3F: 3 clusters Score -1768297 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1769639.375000 Penalty: 4985.104492
	Iteration 4F: 3 clusters Score -1769639 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1770965.875000 Penalty: 4985.104492
	Iteration 5F: 3 clusters Score -1770966 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1772196.875000 Penalty: 4985.104492
	Iteration 6F: 3 clusters Score -1772197 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18081 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1773217.750000 Penalty: 4985.104492
	Iteration 7F: 3 clusters Score -1773218 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18928 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1774062.875000 Penalty: 4985.104492
	Iteration 8Q: 3 clusters Score -1774063 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19528 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1774689.125000 Penalty: 4985.104492
	Iteration 9Q: 3 clusters Score -1774689 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19920 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1775035.875000 Penalty: 4985.104492
	Iteration 10Q: 3 clusters Score -1775036 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20197 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1775251.875000 Penalty: 4985.104492
	Iteration 11Q: 3 clusters Score -1775252 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20414 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1775397.000000 Penalty: 4985.104492
	Iteration 12Q: 3 clusters Score -1775397 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20558 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1775474.000000 Penalty: 4985.104492
	Iteration 13Q: 3 clusters Score -1775474 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20666 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1775525.125000 Penalty: 4985.104492
	Iteration 14Q: 3 clusters Score -1775525 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20760 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -1775579.625000 Penalty: 4985.104492
	Iteration 15Q: 3 clusters Score -1775580 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20841 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1775617.125000 Penalty: 4985.104492
	Iteration 16Q: 3 clusters Score -1775617 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20923 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1775657.625000 Penalty: 4985.104492
	Iteration 17Q: 3 clusters Score -1775658 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20998 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1775698.750000 Penalty: 4985.104492
	Iteration 18Q: 3 clusters Score -1775699 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21058 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1775723.750000 Penalty: 4985.104492
	Iteration 19Q: 3 clusters Score -1775724 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21100 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1775736.375000 Penalty: 4985.104492
	Iteration 20F: 3 clusters Score -1775736 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21134 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1775752.750000 Penalty: 4985.104492
	Iteration 21Q: 3 clusters Score -1775753 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21170 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1775770.625000 Penalty: 4985.104492
	Iteration 22Q: 3 clusters Score -1775771 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21205 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1775775.875000 Penalty: 4985.104492
	Iteration 23Q: 3 clusters Score -1775776 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21228 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1775781.375000 Penalty: 4985.104492
	Iteration 24Q: 3 clusters Score -1775781 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21240 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1775785.000000 Penalty: 4985.104492
	Iteration 25Q: 3 clusters Score -1775785 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21249 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1775785.875000 Penalty: 4985.104492
	Iteration 26Q: 3 clusters Score -1775786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21252 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1775789.500000 Penalty: 4985.104492
	Iteration 27Q: 3 clusters Score -1775790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21252 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1775786.250000 Penalty: 4985.104492
	Iteration 28Q: 3 clusters Score -1775786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21252 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1775786.750000 Penalty: 4985.104492
	Iteration 29Q: 3 clusters Score -1775787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21254 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1775790.625000 Penalty: 4985.104492
	Iteration 30Q: 3 clusters Score -1775791 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21257 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1775792.625000 Penalty: 4985.104492
	Iteration 31Q: 3 clusters Score -1775793 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21260 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1775790.500000 Penalty: 4985.104492
	Iteration 32Q: 3 clusters Score -1775790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21264 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1775788.000000 Penalty: 4985.104492
	Iteration 33Q: 3 clusters Score -1775788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21266 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1775787.375000 Penalty: 4985.104492
	Iteration 34Q: 3 clusters Score -1775787 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21267 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1775792.250000 Penalty: 4985.104492
	Iteration 35Q: 3 clusters Score -1775792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21268 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1775791.875000 Penalty: 4985.104492
	Iteration 36Q: 3 clusters Score -1775792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21268 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1775791.875000 Penalty: 4985.104492
	Iteration 37F: 3 clusters Score -1775792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 3416 members 
Mstep: Class 3 contains 80461 members 
Mstep: Class 4 contains 3280 members 
Mstep: Class 5 contains 345601 members 
Mstep: Class 6 contains 4343 members 
Mstep: Class 7 contains 9582 members 
Mstep: Class 8 contains 4398 members 
Mstep: Class 9 contains 5227 members 
Mstep: Class 10 contains 28474 members 
Mstep: Class 11 contains 218173 members 
Mstep: Class 12 contains 48594 members 
Mstep: Class 13 contains 154632 members 
Mstep: Class 14 contains 156974 members 
Mstep: Class 15 contains 73601 members 
Mstep: Class 16 contains 88323 members 
Mstep: Class 17 contains 2424 members 
Mstep: Class 18 contains 21268 members 
Mstep: Class 19 contains 4475 members 
Mstep: Class 20 contains 8470 members 
Mstep: Class 21 contains 45383 members 
Mstep: Class 22 contains 27981 members 
Mstep: Class 23 contains 8891 members 
Mstep: Class 24 contains 7708 members 
Mstep: Class 25 contains 24104 members 
Mstep: Class 26 contains 17394 members 
Mstep: Class 27 contains 6072 members 
Mstep: Class 28 contains 10711 members 
Mstep: Class 29 contains 3746 members 
Mstep: Class 30 contains 9912 members 
Mstep: Class 31 contains 27957 members 
Mstep: Class 32 contains 1902 members 
Entering Unmasked Estep 
Score: -111962856.000000 Penalty: 112659.960938
Splitting cluster 18 changes total score from -111962856.000000 to -111962856.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (4475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Entering Unmasked Estep 
Score: -327650.875000 Penalty: 2084.752930
	Iteration 0F: 2 clusters Score -327650.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -323479.218750 Penalty: 4169.505859
	Iteration 0F: 3 clusters Score -323479.2 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -324626.125000 Penalty: 4169.505859
	Iteration 1F: 3 clusters Score -324626.1 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -325042.218750 Penalty: 4169.505859
	Iteration 2F: 3 clusters Score -325042.2 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -325328.281250 Penalty: 4169.505859
	Iteration 3F: 3 clusters Score -325328.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -325515.843750 Penalty: 4169.505859
	Iteration 4F: 3 clusters Score -325515.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -325671.625000 Penalty: 4169.505859
	Iteration 5Q: 3 clusters Score -325671.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -325830.812500 Penalty: 4169.505859
	Iteration 6Q: 3 clusters Score -325830.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -325993.531250 Penalty: 4169.505859
	Iteration 7Q: 3 clusters Score -325993.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -326134.281250 Penalty: 4169.505859
	Iteration 8Q: 3 clusters Score -326134.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -326281.781250 Penalty: 4169.505859
	Iteration 9Q: 3 clusters Score -326281.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -326404.687500 Penalty: 4169.505859
	Iteration 10Q: 3 clusters Score -326404.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -326499.218750 Penalty: 4169.505859
	Iteration 11Q: 3 clusters Score -326499.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -326564.500000 Penalty: 4169.505859
	Iteration 12Q: 3 clusters Score -326564.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -326605.156250 Penalty: 4169.505859
	Iteration 13Q: 3 clusters Score -326605.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -326641.187500 Penalty: 4169.505859
	Iteration 14Q: 3 clusters Score -326641.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -326673.000000 Penalty: 4169.505859
	Iteration 15Q: 3 clusters Score -326673 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -326700.812500 Penalty: 4169.505859
	Iteration 16Q: 3 clusters Score -326700.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -326721.687500 Penalty: 4169.505859
	Iteration 17Q: 3 clusters Score -326721.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -326731.218750 Penalty: 4169.505859
	Iteration 18Q: 3 clusters Score -326731.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -326737.281250 Penalty: 4169.505859
	Iteration 19Q: 3 clusters Score -326737.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -326742.031250 Penalty: 4169.505859
	Iteration 20F: 3 clusters Score -326742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -326746.531250 Penalty: 4169.505859
	Iteration 21Q: 3 clusters Score -326746.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -326748.781250 Penalty: 4169.505859
	Iteration 22Q: 3 clusters Score -326748.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -326751.250000 Penalty: 4169.505859
	Iteration 23Q: 3 clusters Score -326751.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -326752.750000 Penalty: 4169.505859
	Iteration 24Q: 3 clusters Score -326752.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -326753.750000 Penalty: 4169.505859
	Iteration 25Q: 3 clusters Score -326753.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -326755.437500 Penalty: 4169.505859
	Iteration 26Q: 3 clusters Score -326755.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -326758.468750 Penalty: 4169.505859
	Iteration 27Q: 3 clusters Score -326758.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -326760.031250 Penalty: 4169.505859
	Iteration 28Q: 3 clusters Score -326760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -326760.750000 Penalty: 4169.505859
	Iteration 29Q: 3 clusters Score -326760.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -326760.750000 Penalty: 4169.505859
	Iteration 30F: 3 clusters Score -326760.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Entering Unmasked Estep 
Score: -652745.312500 Penalty: 2242.982910
	Iteration 0F: 2 clusters Score -652745.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -646081.000000 Penalty: 4485.965820
	Iteration 0F: 3 clusters Score -646081 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -647947.250000 Penalty: 4485.965820
	Iteration 1F: 3 clusters Score -647947.2 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -648289.937500 Penalty: 4485.965820
	Iteration 2F: 3 clusters Score -648289.9 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -648592.937500 Penalty: 4485.965820
	Iteration 3F: 3 clusters Score -648592.9 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -648871.687500 Penalty: 4485.965820
	Iteration 4Q: 3 clusters Score -648871.7 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -649140.562500 Penalty: 4485.965820
	Iteration 5Q: 3 clusters Score -649140.6 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -649400.562500 Penalty: 4485.965820
	Iteration 6Q: 3 clusters Score -649400.6 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -649669.250000 Penalty: 4485.965820
	Iteration 7Q: 3 clusters Score -649669.2 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -649887.312500 Penalty: 4485.965820
	Iteration 8Q: 3 clusters Score -649887.3 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -650054.437500 Penalty: 4485.965820
	Iteration 9Q: 3 clusters Score -650054.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -650184.500000 Penalty: 4485.965820
	Iteration 10Q: 3 clusters Score -650184.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -650295.500000 Penalty: 4485.965820
	Iteration 11Q: 3 clusters Score -650295.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -650396.375000 Penalty: 4485.965820
	Iteration 12Q: 3 clusters Score -650396.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -650488.687500 Penalty: 4485.965820
	Iteration 13Q: 3 clusters Score -650488.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -650561.000000 Penalty: 4485.965820
	Iteration 14Q: 3 clusters Score -650561 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -650636.125000 Penalty: 4485.965820
	Iteration 15Q: 3 clusters Score -650636.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -650694.187500 Penalty: 4485.965820
	Iteration 16Q: 3 clusters Score -650694.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -650740.437500 Penalty: 4485.965820
	Iteration 17Q: 3 clusters Score -650740.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -650783.312500 Penalty: 4485.965820
	Iteration 18Q: 3 clusters Score -650783.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -650827.187500 Penalty: 4485.965820
	Iteration 19Q: 3 clusters Score -650827.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -650879.937500 Penalty: 4485.965820
	Iteration 20F: 3 clusters Score -650879.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -650925.375000 Penalty: 4485.965820
	Iteration 21Q: 3 clusters Score -650925.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -650975.875000 Penalty: 4485.965820
	Iteration 22Q: 3 clusters Score -650975.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -651064.375000 Penalty: 4485.965820
	Iteration 23Q: 3 clusters Score -651064.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -651216.937500 Penalty: 4485.965820
	Iteration 24Q: 3 clusters Score -651216.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -651490.562500 Penalty: 4485.965820
	Iteration 25Q: 3 clusters Score -651490.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -651717.312500 Penalty: 4485.965820
	Iteration 26Q: 3 clusters Score -651717.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -651859.250000 Penalty: 4485.965820
	Iteration 27Q: 3 clusters Score -651859.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -651914.187500 Penalty: 4485.965820
	Iteration 28Q: 3 clusters Score -651914.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -651931.500000 Penalty: 4485.965820
	Iteration 29Q: 3 clusters Score -651931.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -651940.750000 Penalty: 4485.965820
	Iteration 30Q: 3 clusters Score -651940.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -651943.562500 Penalty: 4485.965820
	Iteration 31Q: 3 clusters Score -651943.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -651946.812500 Penalty: 4485.965820
	Iteration 32Q: 3 clusters Score -651946.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -651949.125000 Penalty: 4485.965820
	Iteration 33Q: 3 clusters Score -651949.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -651948.812500 Penalty: 4485.965820
	Iteration 34Q: 3 clusters Score -651948.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -651950.062500 Penalty: 4485.965820
	Iteration 35Q: 3 clusters Score -651950.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -651949.312500 Penalty: 4485.965820
	Iteration 36Q: 3 clusters Score -651949.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -651950.562500 Penalty: 4485.965820
	Iteration 37Q: 3 clusters Score -651950.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -651950.437500 Penalty: 4485.965820
	Iteration 38Q: 3 clusters Score -651950.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -651951.062500 Penalty: 4485.965820
	Iteration 39Q: 3 clusters Score -651951.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -651951.062500 Penalty: 4485.965820
	Iteration 40F: 3 clusters Score -651951.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (45383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45383 members 
Entering Unmasked Estep 
Score: -3559138.750000 Penalty: 2659.277344
	Iteration 0F: 2 clusters Score -3559139 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22614 members 
Mstep: Class 2 contains 22769 members 
Entering Unmasked Estep 
Score: -3528603.000000 Penalty: 5318.554688
	Iteration 0F: 3 clusters Score -3528603 nChanged 20848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22274 members 
Mstep: Class 2 contains 23109 members 
Entering Unmasked Estep 
Score: -3540238.000000 Penalty: 5318.554688
	Iteration 1F: 3 clusters Score -3540238 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22001 members 
Mstep: Class 2 contains 23382 members 
Entering Unmasked Estep 
Score: -3540908.000000 Penalty: 5318.554688
	Iteration 2Q: 3 clusters Score -3540908 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21610 members 
Mstep: Class 2 contains 23773 members 
Entering Unmasked Estep 
Score: -3541589.250000 Penalty: 5318.554688
	Iteration 3Q: 3 clusters Score -3541589 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21127 members 
Mstep: Class 2 contains 24256 members 
Entering Unmasked Estep 
Score: -3542369.500000 Penalty: 5318.554688
	Iteration 4Q: 3 clusters Score -3542370 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20497 members 
Mstep: Class 2 contains 24886 members 
Entering Unmasked Estep 
Score: -3543239.750000 Penalty: 5318.554688
	Iteration 5Q: 3 clusters Score -3543240 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19590 members 
Mstep: Class 2 contains 25793 members 
Entering Unmasked Estep 
Score: -3544263.000000 Penalty: 5318.554688
	Iteration 6Q: 3 clusters Score -3544263 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18414 members 
Mstep: Class 2 contains 26969 members 
Entering Unmasked Estep 
Score: -3545484.250000 Penalty: 5318.554688
	Iteration 7F: 3 clusters Score -3545484 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16862 members 
Mstep: Class 2 contains 28521 members 
Entering Unmasked Estep 
Score: -3547121.500000 Penalty: 5318.554688
	Iteration 8F: 3 clusters Score -3547122 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 30280 members 
Entering Unmasked Estep 
Score: -3549373.250000 Penalty: 5318.554688
	Iteration 9F: 3 clusters Score -3549373 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 31948 members 
Entering Unmasked Estep 
Score: -3551995.250000 Penalty: 5318.554688
	Iteration 10F: 3 clusters Score -3551995 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 33138 members 
Entering Unmasked Estep 
Score: -3553962.750000 Penalty: 5318.554688
	Iteration 11Q: 3 clusters Score -3553963 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 34013 members 
Entering Unmasked Estep 
Score: -3555167.000000 Penalty: 5318.554688
	Iteration 12Q: 3 clusters Score -3555167 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 34656 members 
Entering Unmasked Estep 
Score: -3555757.000000 Penalty: 5318.554688
	Iteration 13Q: 3 clusters Score -3555757 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 35155 members 
Entering Unmasked Estep 
Score: -3556095.250000 Penalty: 5318.554688
	Iteration 14Q: 3 clusters Score -3556095 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 35565 members 
Entering Unmasked Estep 
Score: -3556351.500000 Penalty: 5318.554688
	Iteration 15Q: 3 clusters Score -3556352 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 35965 members 
Entering Unmasked Estep 
Score: -3556542.250000 Penalty: 5318.554688
	Iteration 16Q: 3 clusters Score -3556542 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 36265 members 
Entering Unmasked Estep 
Score: -3556697.750000 Penalty: 5318.554688
	Iteration 17Q: 3 clusters Score -3556698 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 36530 members 
Entering Unmasked Estep 
Score: -3556794.000000 Penalty: 5318.554688
	Iteration 18Q: 3 clusters Score -3556794 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 36747 members 
Entering Unmasked Estep 
Score: -3556833.000000 Penalty: 5318.554688
	Iteration 19Q: 3 clusters Score -3556833 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 36954 members 
Entering Unmasked Estep 
Score: -3556896.750000 Penalty: 5318.554688
	Iteration 20F: 3 clusters Score -3556897 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 37129 members 
Entering Unmasked Estep 
Score: -3556934.500000 Penalty: 5318.554688
	Iteration 21Q: 3 clusters Score -3556934 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 37287 members 
Entering Unmasked Estep 
Score: -3556956.750000 Penalty: 5318.554688
	Iteration 22Q: 3 clusters Score -3556957 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 37392 members 
Entering Unmasked Estep 
Score: -3556979.500000 Penalty: 5318.554688
	Iteration 23Q: 3 clusters Score -3556980 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 37478 members 
Entering Unmasked Estep 
Score: -3556990.500000 Penalty: 5318.554688
	Iteration 24Q: 3 clusters Score -3556990 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 37559 members 
Entering Unmasked Estep 
Score: -3557008.250000 Penalty: 5318.554688
	Iteration 25Q: 3 clusters Score -3557008 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 37634 members 
Entering Unmasked Estep 
Score: -3557016.250000 Penalty: 5318.554688
	Iteration 26Q: 3 clusters Score -3557016 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 37686 members 
Entering Unmasked Estep 
Score: -3557015.250000 Penalty: 5318.554688
	Iteration 27Q: 3 clusters Score -3557015 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 37727 members 
Entering Unmasked Estep 
Score: -3557015.500000 Penalty: 5318.554688
	Iteration 28Q: 3 clusters Score -3557016 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 37778 members 
Entering Unmasked Estep 
Score: -3557018.750000 Penalty: 5318.554688
	Iteration 29Q: 3 clusters Score -3557019 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 37825 members 
Entering Unmasked Estep 
Score: -3557016.250000 Penalty: 5318.554688
	Iteration 30Q: 3 clusters Score -3557016 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 37871 members 
Entering Unmasked Estep 
Score: -3557021.500000 Penalty: 5318.554688
	Iteration 31Q: 3 clusters Score -3557022 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 37914 members 
Entering Unmasked Estep 
Score: -3557030.000000 Penalty: 5318.554688
	Iteration 32Q: 3 clusters Score -3557030 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 37956 members 
Entering Unmasked Estep 
Score: -3557031.500000 Penalty: 5318.554688
	Iteration 33Q: 3 clusters Score -3557032 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 37991 members 
Entering Unmasked Estep 
Score: -3557032.500000 Penalty: 5318.554688
	Iteration 34Q: 3 clusters Score -3557032 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 38037 members 
Entering Unmasked Estep 
Score: -3557026.500000 Penalty: 5318.554688
	Iteration 35Q: 3 clusters Score -3557026 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 38090 members 
Entering Unmasked Estep 
Score: -3557034.500000 Penalty: 5318.554688
	Iteration 36Q: 3 clusters Score -3557034 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 38138 members 
Entering Unmasked Estep 
Score: -3557035.500000 Penalty: 5318.554688
	Iteration 37Q: 3 clusters Score -3557036 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 38181 members 
Entering Unmasked Estep 
Score: -3557033.500000 Penalty: 5318.554688
	Iteration 38Q: 3 clusters Score -3557034 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 38228 members 
Entering Unmasked Estep 
Score: -3557048.500000 Penalty: 5318.554688
	Iteration 39Q: 3 clusters Score -3557048 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 38272 members 
Entering Unmasked Estep 
Score: -3557056.500000 Penalty: 5318.554688
	Iteration 40F: 3 clusters Score -3557056 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 38308 members 
Entering Unmasked Estep 
Score: -3557062.750000 Penalty: 5318.554688
	Iteration 41Q: 3 clusters Score -3557063 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 38345 members 
Entering Unmasked Estep 
Score: -3557068.250000 Penalty: 5318.554688
	Iteration 42Q: 3 clusters Score -3557068 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 38374 members 
Entering Unmasked Estep 
Score: -3557065.500000 Penalty: 5318.554688
	Iteration 43Q: 3 clusters Score -3557066 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 38390 members 
Entering Unmasked Estep 
Score: -3557069.750000 Penalty: 5318.554688
	Iteration 44Q: 3 clusters Score -3557070 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 38404 members 
Entering Unmasked Estep 
Score: -3557072.750000 Penalty: 5318.554688
	Iteration 45Q: 3 clusters Score -3557073 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 38415 members 
Entering Unmasked Estep 
Score: -3557074.750000 Penalty: 5318.554688
	Iteration 46Q: 3 clusters Score -3557075 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 38429 members 
Entering Unmasked Estep 
Score: -3557075.250000 Penalty: 5318.554688
	Iteration 47Q: 3 clusters Score -3557075 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 38436 members 
Entering Unmasked Estep 
Score: -3557073.500000 Penalty: 5318.554688
	Iteration 48Q: 3 clusters Score -3557074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 38445 members 
Entering Unmasked Estep 
Score: -3557081.750000 Penalty: 5318.554688
	Iteration 49Q: 3 clusters Score -3557082 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 38458 members 
Entering Unmasked Estep 
Score: -3557081.000000 Penalty: 5318.554688
	Iteration 50Q: 3 clusters Score -3557081 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 38466 members 
Entering Unmasked Estep 
Score: -3557085.000000 Penalty: 5318.554688
	Iteration 51Q: 3 clusters Score -3557085 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 38470 members 
Entering Unmasked Estep 
Score: -3557081.750000 Penalty: 5318.554688
	Iteration 52Q: 3 clusters Score -3557082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 38477 members 
Entering Unmasked Estep 
Score: -3557085.250000 Penalty: 5318.554688
	Iteration 53Q: 3 clusters Score -3557085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 38481 members 
Entering Unmasked Estep 
Score: -3557087.000000 Penalty: 5318.554688
	Iteration 54Q: 3 clusters Score -3557087 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 38485 members 
Entering Unmasked Estep 
Score: -3557082.250000 Penalty: 5318.554688
	Iteration 55Q: 3 clusters Score -3557082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 38492 members 
Entering Unmasked Estep 
Score: -3557080.000000 Penalty: 5318.554688
	Iteration 56Q: 3 clusters Score -3557080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 38498 members 
Entering Unmasked Estep 
Score: -3557085.750000 Penalty: 5318.554688
	Iteration 57Q: 3 clusters Score -3557086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 38506 members 
Entering Unmasked Estep 
Score: -3557081.250000 Penalty: 5318.554688
	Iteration 58Q: 3 clusters Score -3557081 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 38515 members 
Entering Unmasked Estep 
Score: -3557081.000000 Penalty: 5318.554688
	Iteration 59Q: 3 clusters Score -3557081 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 38524 members 
Entering Unmasked Estep 
Score: -3557094.500000 Penalty: 5318.554688
	Iteration 60F: 3 clusters Score -3557094 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 38536 members 
Entering Unmasked Estep 
Score: -3557095.000000 Penalty: 5318.554688
	Iteration 61Q: 3 clusters Score -3557095 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 38554 members 
Entering Unmasked Estep 
Score: -3557098.250000 Penalty: 5318.554688
	Iteration 62Q: 3 clusters Score -3557098 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 38575 members 
Entering Unmasked Estep 
Score: -3557091.250000 Penalty: 5318.554688
	Iteration 63Q: 3 clusters Score -3557091 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 38596 members 
Entering Unmasked Estep 
Score: -3557088.500000 Penalty: 5318.554688
	Iteration 64Q: 3 clusters Score -3557088 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 38623 members 
Entering Unmasked Estep 
Score: -3557090.750000 Penalty: 5318.554688
	Iteration 65Q: 3 clusters Score -3557091 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 38641 members 
Entering Unmasked Estep 
Score: -3557099.500000 Penalty: 5318.554688
	Iteration 66Q: 3 clusters Score -3557100 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 38661 members 
Entering Unmasked Estep 
Score: -3557104.250000 Penalty: 5318.554688
	Iteration 67Q: 3 clusters Score -3557104 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 38678 members 
Entering Unmasked Estep 
Score: -3557096.000000 Penalty: 5318.554688
	Iteration 68Q: 3 clusters Score -3557096 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 38688 members 
Entering Unmasked Estep 
Score: -3557096.750000 Penalty: 5318.554688
	Iteration 69Q: 3 clusters Score -3557097 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 38699 members 
Entering Unmasked Estep 
Score: -3557099.750000 Penalty: 5318.554688
	Iteration 70Q: 3 clusters Score -3557100 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 38710 members 
Entering Unmasked Estep 
Score: -3557106.500000 Penalty: 5318.554688
	Iteration 71Q: 3 clusters Score -3557106 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 38719 members 
Entering Unmasked Estep 
Score: -3557100.000000 Penalty: 5318.554688
	Iteration 72Q: 3 clusters Score -3557100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 38725 members 
Entering Unmasked Estep 
Score: -3557102.250000 Penalty: 5318.554688
	Iteration 73Q: 3 clusters Score -3557102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 38729 members 
Entering Unmasked Estep 
Score: -3557103.250000 Penalty: 5318.554688
	Iteration 74Q: 3 clusters Score -3557103 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 38733 members 
Entering Unmasked Estep 
Score: -3557102.750000 Penalty: 5318.554688
	Iteration 75Q: 3 clusters Score -3557103 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 38743 members 
Entering Unmasked Estep 
Score: -3557098.250000 Penalty: 5318.554688
	Iteration 76Q: 3 clusters Score -3557098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 38745 members 
Entering Unmasked Estep 
Score: -3557099.250000 Penalty: 5318.554688
	Iteration 77Q: 3 clusters Score -3557099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 38749 members 
Entering Unmasked Estep 
Score: -3557101.500000 Penalty: 5318.554688
	Iteration 78Q: 3 clusters Score -3557102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 38753 members 
Entering Unmasked Estep 
Score: -3557096.250000 Penalty: 5318.554688
	Iteration 79Q: 3 clusters Score -3557096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 38756 members 
Entering Unmasked Estep 
Score: -3557092.750000 Penalty: 5318.554688
	Iteration 80F: 3 clusters Score -3557093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 38758 members 
Entering Unmasked Estep 
Score: -3557092.250000 Penalty: 5318.554688
	Iteration 81Q: 3 clusters Score -3557092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 38758 members 
Entering Unmasked Estep 
Score: -3557092.250000 Penalty: 5318.554688
	Iteration 82F: 3 clusters Score -3557092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (27981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27981 members 
Entering Unmasked Estep 
Score: -2287735.250000 Penalty: 2539.341553
	Iteration 0F: 2 clusters Score -2287735 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13969 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -2268495.250000 Penalty: 5078.683105
	Iteration 0F: 3 clusters Score -2268495 nChanged 12568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -2275274.250000 Penalty: 5078.683105
	Iteration 1F: 3 clusters Score -2275274 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -2275826.750000 Penalty: 5078.683105
	Iteration 2Q: 3 clusters Score -2275827 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -2276496.000000 Penalty: 5078.683105
	Iteration 3Q: 3 clusters Score -2276496 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -2277374.250000 Penalty: 5078.683105
	Iteration 4F: 3 clusters Score -2277374 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
Score: -2278451.000000 Penalty: 5078.683105
	Iteration 5F: 3 clusters Score -2278451 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -2279587.500000 Penalty: 5078.683105
	Iteration 6F: 3 clusters Score -2279588 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 17413 members 
Entering Unmasked Estep 
Score: -2280872.250000 Penalty: 5078.683105
	Iteration 7F: 3 clusters Score -2280872 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 18413 members 
Entering Unmasked Estep 
Score: -2282231.000000 Penalty: 5078.683105
	Iteration 8F: 3 clusters Score -2282231 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 19275 members 
Entering Unmasked Estep 
Score: -2283337.500000 Penalty: 5078.683105
	Iteration 9F: 3 clusters Score -2283338 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 19952 members 
Entering Unmasked Estep 
Score: -2284085.250000 Penalty: 5078.683105
	Iteration 10Q: 3 clusters Score -2284085 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 20488 members 
Entering Unmasked Estep 
Score: -2284504.250000 Penalty: 5078.683105
	Iteration 11Q: 3 clusters Score -2284504 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 20900 members 
Entering Unmasked Estep 
Score: -2284741.750000 Penalty: 5078.683105
	Iteration 12Q: 3 clusters Score -2284742 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 21297 members 
Entering Unmasked Estep 
Score: -2284903.250000 Penalty: 5078.683105
	Iteration 13Q: 3 clusters Score -2284903 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 21658 members 
Entering Unmasked Estep 
Score: -2285030.250000 Penalty: 5078.683105
	Iteration 14Q: 3 clusters Score -2285030 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 22000 members 
Entering Unmasked Estep 
Score: -2285145.750000 Penalty: 5078.683105
	Iteration 15Q: 3 clusters Score -2285146 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 22303 members 
Entering Unmasked Estep 
Score: -2285264.000000 Penalty: 5078.683105
	Iteration 16Q: 3 clusters Score -2285264 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 22603 members 
Entering Unmasked Estep 
Score: -2285359.500000 Penalty: 5078.683105
	Iteration 17Q: 3 clusters Score -2285360 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 22921 members 
Entering Unmasked Estep 
Score: -2285475.750000 Penalty: 5078.683105
	Iteration 18Q: 3 clusters Score -2285476 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 23229 members 
Entering Unmasked Estep 
Score: -2285570.750000 Penalty: 5078.683105
	Iteration 19Q: 3 clusters Score -2285571 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 23517 members 
Entering Unmasked Estep 
Score: -2285685.250000 Penalty: 5078.683105
	Iteration 20F: 3 clusters Score -2285685 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 23780 members 
Entering Unmasked Estep 
Score: -2285784.000000 Penalty: 5078.683105
	Iteration 21Q: 3 clusters Score -2285784 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 24048 members 
Entering Unmasked Estep 
Score: -2285870.750000 Penalty: 5078.683105
	Iteration 22Q: 3 clusters Score -2285871 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 24308 members 
Entering Unmasked Estep 
Score: -2285971.750000 Penalty: 5078.683105
	Iteration 23Q: 3 clusters Score -2285972 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 24545 members 
Entering Unmasked Estep 
Score: -2286045.500000 Penalty: 5078.683105
	Iteration 24Q: 3 clusters Score -2286046 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 24770 members 
Entering Unmasked Estep 
Score: -2286142.500000 Penalty: 5078.683105
	Iteration 25Q: 3 clusters Score -2286142 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 24969 members 
Entering Unmasked Estep 
Score: -2286214.250000 Penalty: 5078.683105
	Iteration 26Q: 3 clusters Score -2286214 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 25140 members 
Entering Unmasked Estep 
Score: -2286267.250000 Penalty: 5078.683105
	Iteration 27Q: 3 clusters Score -2286267 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 25300 members 
Entering Unmasked Estep 
Score: -2286318.000000 Penalty: 5078.683105
	Iteration 28Q: 3 clusters Score -2286318 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 25427 members 
Entering Unmasked Estep 
Score: -2286366.500000 Penalty: 5078.683105
	Iteration 29Q: 3 clusters Score -2286366 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 25543 members 
Entering Unmasked Estep 
Score: -2286400.750000 Penalty: 5078.683105
	Iteration 30Q: 3 clusters Score -2286401 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 25632 members 
Entering Unmasked Estep 
Score: -2286421.000000 Penalty: 5078.683105
	Iteration 31Q: 3 clusters Score -2286421 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 25704 members 
Entering Unmasked Estep 
Score: -2286441.000000 Penalty: 5078.683105
	Iteration 32Q: 3 clusters Score -2286441 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 25762 members 
Entering Unmasked Estep 
Score: -2286456.000000 Penalty: 5078.683105
	Iteration 33Q: 3 clusters Score -2286456 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 25829 members 
Entering Unmasked Estep 
Score: -2286477.000000 Penalty: 5078.683105
	Iteration 34Q: 3 clusters Score -2286477 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 25883 members 
Entering Unmasked Estep 
Score: -2286495.000000 Penalty: 5078.683105
	Iteration 35Q: 3 clusters Score -2286495 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 25946 members 
Entering Unmasked Estep 
Score: -2286511.750000 Penalty: 5078.683105
	Iteration 36Q: 3 clusters Score -2286512 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 26010 members 
Entering Unmasked Estep 
Score: -2286536.000000 Penalty: 5078.683105
	Iteration 37Q: 3 clusters Score -2286536 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 26060 members 
Entering Unmasked Estep 
Score: -2286550.750000 Penalty: 5078.683105
	Iteration 38Q: 3 clusters Score -2286551 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 26110 members 
Entering Unmasked Estep 
Score: -2286556.000000 Penalty: 5078.683105
	Iteration 39Q: 3 clusters Score -2286556 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 26155 members 
Entering Unmasked Estep 
Score: -2286567.000000 Penalty: 5078.683105
	Iteration 40F: 3 clusters Score -2286567 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 26200 members 
Entering Unmasked Estep 
Score: -2286582.500000 Penalty: 5078.683105
	Iteration 41Q: 3 clusters Score -2286582 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 26243 members 
Entering Unmasked Estep 
Score: -2286594.000000 Penalty: 5078.683105
	Iteration 42Q: 3 clusters Score -2286594 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 26269 members 
Entering Unmasked Estep 
Score: -2286606.250000 Penalty: 5078.683105
	Iteration 43Q: 3 clusters Score -2286606 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 26300 members 
Entering Unmasked Estep 
Score: -2286615.000000 Penalty: 5078.683105
	Iteration 44Q: 3 clusters Score -2286615 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 26324 members 
Entering Unmasked Estep 
Score: -2286619.750000 Penalty: 5078.683105
	Iteration 45Q: 3 clusters Score -2286620 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 26348 members 
Entering Unmasked Estep 
Score: -2286623.250000 Penalty: 5078.683105
	Iteration 46Q: 3 clusters Score -2286623 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 26368 members 
Entering Unmasked Estep 
Score: -2286627.500000 Penalty: 5078.683105
	Iteration 47Q: 3 clusters Score -2286628 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 26383 members 
Entering Unmasked Estep 
Score: -2286627.000000 Penalty: 5078.683105
	Iteration 48Q: 3 clusters Score -2286627 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 26399 members 
Entering Unmasked Estep 
Score: -2286632.500000 Penalty: 5078.683105
	Iteration 49Q: 3 clusters Score -2286632 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 26414 members 
Entering Unmasked Estep 
Score: -2286639.500000 Penalty: 5078.683105
	Iteration 50Q: 3 clusters Score -2286640 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 26432 members 
Entering Unmasked Estep 
Score: -2286646.000000 Penalty: 5078.683105
	Iteration 51Q: 3 clusters Score -2286646 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 26443 members 
Entering Unmasked Estep 
Score: -2286645.500000 Penalty: 5078.683105
	Iteration 52Q: 3 clusters Score -2286646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 26450 members 
Entering Unmasked Estep 
Score: -2286644.500000 Penalty: 5078.683105
	Iteration 53Q: 3 clusters Score -2286644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 26454 members 
Entering Unmasked Estep 
Score: -2286648.000000 Penalty: 5078.683105
	Iteration 54Q: 3 clusters Score -2286648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 26458 members 
Entering Unmasked Estep 
Score: -2286648.500000 Penalty: 5078.683105
	Iteration 55Q: 3 clusters Score -2286648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 26462 members 
Entering Unmasked Estep 
Score: -2286649.750000 Penalty: 5078.683105
	Iteration 56Q: 3 clusters Score -2286650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 26469 members 
Entering Unmasked Estep 
Score: -2286653.000000 Penalty: 5078.683105
	Iteration 57Q: 3 clusters Score -2286653 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 26475 members 
Entering Unmasked Estep 
Score: -2286652.750000 Penalty: 5078.683105
	Iteration 58Q: 3 clusters Score -2286653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 26479 members 
Entering Unmasked Estep 
Score: -2286653.250000 Penalty: 5078.683105
	Iteration 59Q: 3 clusters Score -2286653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 26482 members 
Entering Unmasked Estep 
Score: -2286651.250000 Penalty: 5078.683105
	Iteration 60F: 3 clusters Score -2286651 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 26486 members 
Entering Unmasked Estep 
Score: -2286648.500000 Penalty: 5078.683105
	Iteration 61Q: 3 clusters Score -2286648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 26489 members 
Entering Unmasked Estep 
Score: -2286652.250000 Penalty: 5078.683105
	Iteration 62Q: 3 clusters Score -2286652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 26491 members 
Entering Unmasked Estep 
Score: -2286656.500000 Penalty: 5078.683105
	Iteration 63Q: 3 clusters Score -2286656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 26496 members 
Entering Unmasked Estep 
Score: -2286657.250000 Penalty: 5078.683105
	Iteration 64Q: 3 clusters Score -2286657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 26497 members 
Entering Unmasked Estep 
Score: -2286657.500000 Penalty: 5078.683105
	Iteration 65Q: 3 clusters Score -2286658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 26499 members 
Entering Unmasked Estep 
Score: -2286657.000000 Penalty: 5078.683105
	Iteration 66Q: 3 clusters Score -2286657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 26500 members 
Entering Unmasked Estep 
Score: -2286660.750000 Penalty: 5078.683105
	Iteration 67Q: 3 clusters Score -2286661 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 26500 members 
Entering Unmasked Estep 
Score: -2286660.750000 Penalty: 5078.683105
	Iteration 68F: 3 clusters Score -2286661 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Entering Unmasked Estep 
Score: -656947.937500 Penalty: 2255.012939
	Iteration 0F: 2 clusters Score -656947.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -649883.312500 Penalty: 4510.025879
	Iteration 0F: 3 clusters Score -649883.3 nChanged 3681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -652046.312500 Penalty: 4510.025879
	Iteration 1F: 3 clusters Score -652046.3 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -652427.562500 Penalty: 4510.025879
	Iteration 2F: 3 clusters Score -652427.6 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -652701.250000 Penalty: 4510.025879
	Iteration 3F: 3 clusters Score -652701.2 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -652991.375000 Penalty: 4510.025879
	Iteration 4F: 3 clusters Score -652991.4 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -653287.625000 Penalty: 4510.025879
	Iteration 5Q: 3 clusters Score -653287.6 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -653589.062500 Penalty: 4510.025879
	Iteration 6F: 3 clusters Score -653589.1 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -653933.187500 Penalty: 4510.025879
	Iteration 7Q: 3 clusters Score -653933.2 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -654363.687500 Penalty: 4510.025879
	Iteration 8Q: 3 clusters Score -654363.7 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -654845.375000 Penalty: 4510.025879
	Iteration 9F: 3 clusters Score -654845.4 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -655221.125000 Penalty: 4510.025879
	Iteration 10Q: 3 clusters Score -655221.1 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -655484.875000 Penalty: 4510.025879
	Iteration 11Q: 3 clusters Score -655484.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -655668.937500 Penalty: 4510.025879
	Iteration 12Q: 3 clusters Score -655668.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -655813.500000 Penalty: 4510.025879
	Iteration 13Q: 3 clusters Score -655813.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -655897.000000 Penalty: 4510.025879
	Iteration 14Q: 3 clusters Score -655897 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -655938.437500 Penalty: 4510.025879
	Iteration 15Q: 3 clusters Score -655938.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -655965.125000 Penalty: 4510.025879
	Iteration 16Q: 3 clusters Score -655965.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -655979.687500 Penalty: 4510.025879
	Iteration 17Q: 3 clusters Score -655979.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -655992.250000 Penalty: 4510.025879
	Iteration 18Q: 3 clusters Score -655992.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -655999.625000 Penalty: 4510.025879
	Iteration 19Q: 3 clusters Score -655999.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -656001.250000 Penalty: 4510.025879
	Iteration 20F: 3 clusters Score -656001.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -656005.625000 Penalty: 4510.025879
	Iteration 21Q: 3 clusters Score -656005.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -656007.250000 Penalty: 4510.025879
	Iteration 22Q: 3 clusters Score -656007.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -656008.000000 Penalty: 4510.025879
	Iteration 23Q: 3 clusters Score -656008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -656011.312500 Penalty: 4510.025879
	Iteration 24Q: 3 clusters Score -656011.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -656012.500000 Penalty: 4510.025879
	Iteration 25Q: 3 clusters Score -656012.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -656014.312500 Penalty: 4510.025879
	Iteration 26Q: 3 clusters Score -656014.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -656014.875000 Penalty: 4510.025879
	Iteration 27Q: 3 clusters Score -656014.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -656012.812500 Penalty: 4510.025879
	Iteration 28Q: 3 clusters Score -656012.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -656016.187500 Penalty: 4510.025879
	Iteration 29Q: 3 clusters Score -656016.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -656017.375000 Penalty: 4510.025879
	Iteration 30Q: 3 clusters Score -656017.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -656018.125000 Penalty: 4510.025879
	Iteration 31Q: 3 clusters Score -656018.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -656019.250000 Penalty: 4510.025879
	Iteration 32Q: 3 clusters Score -656019.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -656016.937500 Penalty: 4510.025879
	Iteration 33Q: 3 clusters Score -656016.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -656019.125000 Penalty: 4510.025879
	Iteration 34Q: 3 clusters Score -656019.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -656022.562500 Penalty: 4510.025879
	Iteration 35Q: 3 clusters Score -656022.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -656021.687500 Penalty: 4510.025879
	Iteration 36Q: 3 clusters Score -656021.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -656021.812500 Penalty: 4510.025879
	Iteration 37Q: 3 clusters Score -656021.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -656020.937500 Penalty: 4510.025879
	Iteration 38Q: 3 clusters Score -656020.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -656021.875000 Penalty: 4510.025879
	Iteration 39Q: 3 clusters Score -656021.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -656021.125000 Penalty: 4510.025879
	Iteration 40F: 3 clusters Score -656021.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -656022.375000 Penalty: 4510.025879
	Iteration 41Q: 3 clusters Score -656022.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -656022.687500 Penalty: 4510.025879
	Iteration 42Q: 3 clusters Score -656022.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -656023.000000 Penalty: 4510.025879
	Iteration 43Q: 3 clusters Score -656023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -656023.000000 Penalty: 4510.025879
	Iteration 44Q: 3 clusters Score -656023 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -656023.000000 Penalty: 4510.025879
	Iteration 45F: 3 clusters Score -656023 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (7708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Entering Unmasked Estep 
Score: -549625.250000 Penalty: 2219.603516
	Iteration 0F: 2 clusters Score -549625.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -543387.375000 Penalty: 4439.207031
	Iteration 0F: 3 clusters Score -543387.4 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -545338.062500 Penalty: 4439.207031
	Iteration 1F: 3 clusters Score -545338.1 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -545938.562500 Penalty: 4439.207031
	Iteration 2F: 3 clusters Score -545938.6 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -546534.687500 Penalty: 4439.207031
	Iteration 3F: 3 clusters Score -546534.7 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -547090.812500 Penalty: 4439.207031
	Iteration 4F: 3 clusters Score -547090.8 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -547607.062500 Penalty: 4439.207031
	Iteration 5F: 3 clusters Score -547607.1 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -548056.750000 Penalty: 4439.207031
	Iteration 6F: 3 clusters Score -548056.8 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -548496.375000 Penalty: 4439.207031
	Iteration 7F: 3 clusters Score -548496.4 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -548913.750000 Penalty: 4439.207031
	Iteration 8Q: 3 clusters Score -548913.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -549200.750000 Penalty: 4439.207031
	Iteration 9Q: 3 clusters Score -549200.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -549377.250000 Penalty: 4439.207031
	Iteration 10Q: 3 clusters Score -549377.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -549456.375000 Penalty: 4439.207031
	Iteration 11Q: 3 clusters Score -549456.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -549494.062500 Penalty: 4439.207031
	Iteration 12Q: 3 clusters Score -549494.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -549516.875000 Penalty: 4439.207031
	Iteration 13Q: 3 clusters Score -549516.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -549526.062500 Penalty: 4439.207031
	Iteration 14Q: 3 clusters Score -549526.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -549535.437500 Penalty: 4439.207031
	Iteration 15Q: 3 clusters Score -549535.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -549539.250000 Penalty: 4439.207031
	Iteration 16Q: 3 clusters Score -549539.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -549544.000000 Penalty: 4439.207031
	Iteration 17Q: 3 clusters Score -549544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -549547.875000 Penalty: 4439.207031
	Iteration 18Q: 3 clusters Score -549547.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -549551.000000 Penalty: 4439.207031
	Iteration 19Q: 3 clusters Score -549551 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -549550.375000 Penalty: 4439.207031
	Iteration 20F: 3 clusters Score -549550.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -549551.250000 Penalty: 4439.207031
	Iteration 21Q: 3 clusters Score -549551.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -549552.250000 Penalty: 4439.207031
	Iteration 22Q: 3 clusters Score -549552.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -549552.250000 Penalty: 4439.207031
	Iteration 23F: 3 clusters Score -549552.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (24104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24104 members 
Entering Unmasked Estep 
Score: -1695122.125000 Penalty: 2502.353027
	Iteration 0F: 2 clusters Score -1695122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -1678447.375000 Penalty: 5004.706055
	Iteration 0F: 3 clusters Score -1678447 nChanged 10807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -1684485.750000 Penalty: 5004.706055
	Iteration 1F: 3 clusters Score -1684486 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -1685032.875000 Penalty: 5004.706055
	Iteration 2F: 3 clusters Score -1685033 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -1685581.125000 Penalty: 5004.706055
	Iteration 3Q: 3 clusters Score -1685581 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -1686236.875000 Penalty: 5004.706055
	Iteration 4F: 3 clusters Score -1686237 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -1687020.750000 Penalty: 5004.706055
	Iteration 5F: 3 clusters Score -1687021 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16579 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1687913.750000 Penalty: 5004.706055
	Iteration 6F: 3 clusters Score -1687914 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17737 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1688975.500000 Penalty: 5004.706055
	Iteration 7F: 3 clusters Score -1688976 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18870 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1690029.750000 Penalty: 5004.706055
	Iteration 8F: 3 clusters Score -1690030 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19788 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1690908.125000 Penalty: 5004.706055
	Iteration 9Q: 3 clusters Score -1690908 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20509 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1691513.250000 Penalty: 5004.706055
	Iteration 10Q: 3 clusters Score -1691513 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21080 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -1691986.375000 Penalty: 5004.706055
	Iteration 11Q: 3 clusters Score -1691986 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21520 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -1692365.125000 Penalty: 5004.706055
	Iteration 12Q: 3 clusters Score -1692365 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21841 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1692642.625000 Penalty: 5004.706055
	Iteration 13Q: 3 clusters Score -1692643 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22053 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1692840.500000 Penalty: 5004.706055
	Iteration 14Q: 3 clusters Score -1692840 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22241 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1693031.125000 Penalty: 5004.706055
	Iteration 15Q: 3 clusters Score -1693031 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22392 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1693186.375000 Penalty: 5004.706055
	Iteration 16Q: 3 clusters Score -1693186 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22527 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1693336.000000 Penalty: 5004.706055
	Iteration 17Q: 3 clusters Score -1693336 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22631 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1693455.500000 Penalty: 5004.706055
	Iteration 18Q: 3 clusters Score -1693456 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22715 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1693546.625000 Penalty: 5004.706055
	Iteration 19Q: 3 clusters Score -1693547 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22771 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1693613.000000 Penalty: 5004.706055
	Iteration 20F: 3 clusters Score -1693613 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22798 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1693657.625000 Penalty: 5004.706055
	Iteration 21Q: 3 clusters Score -1693658 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22818 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1693683.750000 Penalty: 5004.706055
	Iteration 22Q: 3 clusters Score -1693684 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22832 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1693714.875000 Penalty: 5004.706055
	Iteration 23Q: 3 clusters Score -1693715 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22849 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1693740.125000 Penalty: 5004.706055
	Iteration 24Q: 3 clusters Score -1693740 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22867 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1693762.625000 Penalty: 5004.706055
	Iteration 25Q: 3 clusters Score -1693763 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22881 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1693780.750000 Penalty: 5004.706055
	Iteration 26Q: 3 clusters Score -1693781 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22894 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1693799.125000 Penalty: 5004.706055
	Iteration 27Q: 3 clusters Score -1693799 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22903 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1693821.875000 Penalty: 5004.706055
	Iteration 28Q: 3 clusters Score -1693822 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22910 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1693837.375000 Penalty: 5004.706055
	Iteration 29Q: 3 clusters Score -1693837 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22907 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1693852.125000 Penalty: 5004.706055
	Iteration 30Q: 3 clusters Score -1693852 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22904 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1693857.375000 Penalty: 5004.706055
	Iteration 31Q: 3 clusters Score -1693857 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22901 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1693859.375000 Penalty: 5004.706055
	Iteration 32Q: 3 clusters Score -1693859 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22896 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1693861.750000 Penalty: 5004.706055
	Iteration 33Q: 3 clusters Score -1693862 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22898 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1693863.875000 Penalty: 5004.706055
	Iteration 34Q: 3 clusters Score -1693864 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22895 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1693866.125000 Penalty: 5004.706055
	Iteration 35Q: 3 clusters Score -1693866 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22885 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1693876.750000 Penalty: 5004.706055
	Iteration 36Q: 3 clusters Score -1693877 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22882 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1693879.750000 Penalty: 5004.706055
	Iteration 37Q: 3 clusters Score -1693880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22877 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1693882.875000 Penalty: 5004.706055
	Iteration 38Q: 3 clusters Score -1693883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22878 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1693883.125000 Penalty: 5004.706055
	Iteration 39Q: 3 clusters Score -1693883 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22878 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1693883.750000 Penalty: 5004.706055
	Iteration 40F: 3 clusters Score -1693884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22875 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1693885.625000 Penalty: 5004.706055
	Iteration 41Q: 3 clusters Score -1693886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22867 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1693889.875000 Penalty: 5004.706055
	Iteration 42Q: 3 clusters Score -1693890 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22857 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1693901.625000 Penalty: 5004.706055
	Iteration 43Q: 3 clusters Score -1693902 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22844 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1693908.625000 Penalty: 5004.706055
	Iteration 44Q: 3 clusters Score -1693909 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22833 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1693918.125000 Penalty: 5004.706055
	Iteration 45Q: 3 clusters Score -1693918 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22821 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1693932.125000 Penalty: 5004.706055
	Iteration 46Q: 3 clusters Score -1693932 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22807 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1693938.125000 Penalty: 5004.706055
	Iteration 47Q: 3 clusters Score -1693938 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22794 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1693945.500000 Penalty: 5004.706055
	Iteration 48Q: 3 clusters Score -1693946 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22786 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1693951.375000 Penalty: 5004.706055
	Iteration 49Q: 3 clusters Score -1693951 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22781 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1693950.625000 Penalty: 5004.706055
	Iteration 50Q: 3 clusters Score -1693951 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22774 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1693955.125000 Penalty: 5004.706055
	Iteration 51Q: 3 clusters Score -1693955 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22766 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1693957.125000 Penalty: 5004.706055
	Iteration 52Q: 3 clusters Score -1693957 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22763 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1693959.625000 Penalty: 5004.706055
	Iteration 53Q: 3 clusters Score -1693960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22757 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1693960.375000 Penalty: 5004.706055
	Iteration 54Q: 3 clusters Score -1693960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22753 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1693960.375000 Penalty: 5004.706055
	Iteration 55Q: 3 clusters Score -1693960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22748 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1693962.500000 Penalty: 5004.706055
	Iteration 56Q: 3 clusters Score -1693962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22743 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1693965.000000 Penalty: 5004.706055
	Iteration 57Q: 3 clusters Score -1693965 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22743 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1693964.250000 Penalty: 5004.706055
	Iteration 58Q: 3 clusters Score -1693964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22741 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1693962.125000 Penalty: 5004.706055
	Iteration 59Q: 3 clusters Score -1693962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22740 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1693965.000000 Penalty: 5004.706055
	Iteration 60F: 3 clusters Score -1693965 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22740 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1693963.375000 Penalty: 5004.706055
	Iteration 61Q: 3 clusters Score -1693963 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22734 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1693965.500000 Penalty: 5004.706055
	Iteration 62Q: 3 clusters Score -1693966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22731 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1693963.250000 Penalty: 5004.706055
	Iteration 63Q: 3 clusters Score -1693963 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22730 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1693967.375000 Penalty: 5004.706055
	Iteration 64Q: 3 clusters Score -1693967 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22727 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1693975.625000 Penalty: 5004.706055
	Iteration 65Q: 3 clusters Score -1693976 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22718 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1693981.500000 Penalty: 5004.706055
	Iteration 66Q: 3 clusters Score -1693982 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22718 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1693983.125000 Penalty: 5004.706055
	Iteration 67Q: 3 clusters Score -1693983 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22714 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1693986.625000 Penalty: 5004.706055
	Iteration 68Q: 3 clusters Score -1693987 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22712 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1693989.875000 Penalty: 5004.706055
	Iteration 69Q: 3 clusters Score -1693990 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22706 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1693990.250000 Penalty: 5004.706055
	Iteration 70Q: 3 clusters Score -1693990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22701 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1693993.125000 Penalty: 5004.706055
	Iteration 71Q: 3 clusters Score -1693993 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22700 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1693996.750000 Penalty: 5004.706055
	Iteration 72Q: 3 clusters Score -1693997 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22696 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1693999.125000 Penalty: 5004.706055
	Iteration 73Q: 3 clusters Score -1693999 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22690 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1694003.500000 Penalty: 5004.706055
	Iteration 74Q: 3 clusters Score -1694004 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22684 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1694006.625000 Penalty: 5004.706055
	Iteration 75Q: 3 clusters Score -1694007 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22684 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1694008.500000 Penalty: 5004.706055
	Iteration 76Q: 3 clusters Score -1694008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22681 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1694011.625000 Penalty: 5004.706055
	Iteration 77Q: 3 clusters Score -1694012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22675 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1694012.250000 Penalty: 5004.706055
	Iteration 78Q: 3 clusters Score -1694012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22673 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1694015.125000 Penalty: 5004.706055
	Iteration 79Q: 3 clusters Score -1694015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22672 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1694019.500000 Penalty: 5004.706055
	Iteration 80F: 3 clusters Score -1694020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22670 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1694015.500000 Penalty: 5004.706055
	Iteration 81Q: 3 clusters Score -1694016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22668 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1694014.000000 Penalty: 5004.706055
	Iteration 82Q: 3 clusters Score -1694014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22665 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1694014.250000 Penalty: 5004.706055
	Iteration 83Q: 3 clusters Score -1694014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22665 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1694014.250000 Penalty: 5004.706055
	Iteration 84F: 3 clusters Score -1694014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (17394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17394 members 
Entering Unmasked Estep 
Score: -1379284.375000 Penalty: 2421.442383
	Iteration 0F: 2 clusters Score -1379284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -1366878.500000 Penalty: 4842.884766
	Iteration 0F: 3 clusters Score -1366878 nChanged 7526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -1370802.125000 Penalty: 4842.884766
	Iteration 1F: 3 clusters Score -1370802 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -1371209.500000 Penalty: 4842.884766
	Iteration 2F: 3 clusters Score -1371210 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -1371661.625000 Penalty: 4842.884766
	Iteration 3Q: 3 clusters Score -1371662 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1372114.875000 Penalty: 4842.884766
	Iteration 4F: 3 clusters Score -1372115 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -1372449.875000 Penalty: 4842.884766
	Iteration 5Q: 3 clusters Score -1372450 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -1372737.500000 Penalty: 4842.884766
	Iteration 6Q: 3 clusters Score -1372738 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -1372998.875000 Penalty: 4842.884766
	Iteration 7Q: 3 clusters Score -1372999 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -1373264.750000 Penalty: 4842.884766
	Iteration 8Q: 3 clusters Score -1373265 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -1373630.375000 Penalty: 4842.884766
	Iteration 9Q: 3 clusters Score -1373630 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -1374059.250000 Penalty: 4842.884766
	Iteration 10Q: 3 clusters Score -1374059 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -1374622.125000 Penalty: 4842.884766
	Iteration 11Q: 3 clusters Score -1374622 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -1375271.875000 Penalty: 4842.884766
	Iteration 12Q: 3 clusters Score -1375272 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -1375910.500000 Penalty: 4842.884766
	Iteration 13Q: 3 clusters Score -1375910 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -1376474.125000 Penalty: 4842.884766
	Iteration 14Q: 3 clusters Score -1376474 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -1376959.875000 Penalty: 4842.884766
	Iteration 15Q: 3 clusters Score -1376960 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -1377349.750000 Penalty: 4842.884766
	Iteration 16Q: 3 clusters Score -1377350 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -1377623.250000 Penalty: 4842.884766
	Iteration 17Q: 3 clusters Score -1377623 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -1377798.875000 Penalty: 4842.884766
	Iteration 18Q: 3 clusters Score -1377799 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -1377919.875000 Penalty: 4842.884766
	Iteration 19Q: 3 clusters Score -1377920 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 14628 members 
Entering Unmasked Estep 
Score: -1377997.125000 Penalty: 4842.884766
	Iteration 20F: 3 clusters Score -1377997 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -1378046.875000 Penalty: 4842.884766
	Iteration 21Q: 3 clusters Score -1378047 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -1378076.875000 Penalty: 4842.884766
	Iteration 22Q: 3 clusters Score -1378077 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -1378109.375000 Penalty: 4842.884766
	Iteration 23Q: 3 clusters Score -1378109 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -1378129.750000 Penalty: 4842.884766
	Iteration 24Q: 3 clusters Score -1378130 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -1378153.375000 Penalty: 4842.884766
	Iteration 25Q: 3 clusters Score -1378153 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -1378174.500000 Penalty: 4842.884766
	Iteration 26Q: 3 clusters Score -1378174 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -1378208.250000 Penalty: 4842.884766
	Iteration 27Q: 3 clusters Score -1378208 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 15026 members 
Entering Unmasked Estep 
Score: -1378239.000000 Penalty: 4842.884766
	Iteration 28Q: 3 clusters Score -1378239 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -1378276.500000 Penalty: 4842.884766
	Iteration 29Q: 3 clusters Score -1378276 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -1378304.625000 Penalty: 4842.884766
	Iteration 30Q: 3 clusters Score -1378305 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -1378330.125000 Penalty: 4842.884766
	Iteration 31Q: 3 clusters Score -1378330 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
Score: -1378368.875000 Penalty: 4842.884766
	Iteration 32Q: 3 clusters Score -1378369 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -1378403.625000 Penalty: 4842.884766
	Iteration 33Q: 3 clusters Score -1378404 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 15280 members 
Entering Unmasked Estep 
Score: -1378447.125000 Penalty: 4842.884766
	Iteration 34Q: 3 clusters Score -1378447 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -1378475.625000 Penalty: 4842.884766
	Iteration 35Q: 3 clusters Score -1378476 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 15344 members 
Entering Unmasked Estep 
Score: -1378504.250000 Penalty: 4842.884766
	Iteration 36Q: 3 clusters Score -1378504 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -1378541.750000 Penalty: 4842.884766
	Iteration 37Q: 3 clusters Score -1378542 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -1378574.125000 Penalty: 4842.884766
	Iteration 38Q: 3 clusters Score -1378574 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 15426 members 
Entering Unmasked Estep 
Score: -1378593.250000 Penalty: 4842.884766
	Iteration 39Q: 3 clusters Score -1378593 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 15448 members 
Entering Unmasked Estep 
Score: -1378626.750000 Penalty: 4842.884766
	Iteration 40F: 3 clusters Score -1378627 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 15452 members 
Entering Unmasked Estep 
Score: -1378637.625000 Penalty: 4842.884766
	Iteration 41Q: 3 clusters Score -1378638 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -1378653.000000 Penalty: 4842.884766
	Iteration 42Q: 3 clusters Score -1378653 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
Score: -1378656.750000 Penalty: 4842.884766
	Iteration 43Q: 3 clusters Score -1378657 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -1378664.000000 Penalty: 4842.884766
	Iteration 44Q: 3 clusters Score -1378664 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -1378673.000000 Penalty: 4842.884766
	Iteration 45Q: 3 clusters Score -1378673 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 15515 members 
Entering Unmasked Estep 
Score: -1378674.750000 Penalty: 4842.884766
	Iteration 46Q: 3 clusters Score -1378675 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 15521 members 
Entering Unmasked Estep 
Score: -1378681.250000 Penalty: 4842.884766
	Iteration 47Q: 3 clusters Score -1378681 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 15533 members 
Entering Unmasked Estep 
Score: -1378681.875000 Penalty: 4842.884766
	Iteration 48Q: 3 clusters Score -1378682 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -1378682.625000 Penalty: 4842.884766
	Iteration 49Q: 3 clusters Score -1378683 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -1378683.625000 Penalty: 4842.884766
	Iteration 50Q: 3 clusters Score -1378684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 15549 members 
Entering Unmasked Estep 
Score: -1378681.625000 Penalty: 4842.884766
	Iteration 51Q: 3 clusters Score -1378682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -1378685.250000 Penalty: 4842.884766
	Iteration 52Q: 3 clusters Score -1378685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 15552 members 
Entering Unmasked Estep 
Score: -1378687.500000 Penalty: 4842.884766
	Iteration 53Q: 3 clusters Score -1378688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -1378686.375000 Penalty: 4842.884766
	Iteration 54Q: 3 clusters Score -1378686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -1378687.250000 Penalty: 4842.884766
	Iteration 55Q: 3 clusters Score -1378687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -1378688.250000 Penalty: 4842.884766
	Iteration 56Q: 3 clusters Score -1378688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 15552 members 
Entering Unmasked Estep 
Score: -1378687.750000 Penalty: 4842.884766
	Iteration 57Q: 3 clusters Score -1378688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 15553 members 
Entering Unmasked Estep 
Score: -1378688.000000 Penalty: 4842.884766
	Iteration 58Q: 3 clusters Score -1378688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 15552 members 
Entering Unmasked Estep 
Score: -1378687.125000 Penalty: 4842.884766
	Iteration 59Q: 3 clusters Score -1378687 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -1378687.875000 Penalty: 4842.884766
	Iteration 60F: 3 clusters Score -1378688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Entering Unmasked Estep 
Score: -483750.562500 Penalty: 2160.437744
	Iteration 0F: 2 clusters Score -483750.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -478600.437500 Penalty: 4320.875488
	Iteration 0F: 3 clusters Score -478600.4 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -479843.687500 Penalty: 4320.875488
	Iteration 1F: 3 clusters Score -479843.7 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -480020.281250 Penalty: 4320.875488
	Iteration 2F: 3 clusters Score -480020.3 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -480137.281250 Penalty: 4320.875488
	Iteration 3Q: 3 clusters Score -480137.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -480212.250000 Penalty: 4320.875488
	Iteration 4Q: 3 clusters Score -480212.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -480264.562500 Penalty: 4320.875488
	Iteration 5Q: 3 clusters Score -480264.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -480302.781250 Penalty: 4320.875488
	Iteration 6Q: 3 clusters Score -480302.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -480335.156250 Penalty: 4320.875488
	Iteration 7Q: 3 clusters Score -480335.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -480365.968750 Penalty: 4320.875488
	Iteration 8Q: 3 clusters Score -480366 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -480398.250000 Penalty: 4320.875488
	Iteration 9Q: 3 clusters Score -480398.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -480429.531250 Penalty: 4320.875488
	Iteration 10Q: 3 clusters Score -480429.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -480456.843750 Penalty: 4320.875488
	Iteration 11Q: 3 clusters Score -480456.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -480483.250000 Penalty: 4320.875488
	Iteration 12Q: 3 clusters Score -480483.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -480515.875000 Penalty: 4320.875488
	Iteration 13Q: 3 clusters Score -480515.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -480551.343750 Penalty: 4320.875488
	Iteration 14Q: 3 clusters Score -480551.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -480583.843750 Penalty: 4320.875488
	Iteration 15Q: 3 clusters Score -480583.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -480614.750000 Penalty: 4320.875488
	Iteration 16Q: 3 clusters Score -480614.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -480648.187500 Penalty: 4320.875488
	Iteration 17Q: 3 clusters Score -480648.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -480691.125000 Penalty: 4320.875488
	Iteration 18Q: 3 clusters Score -480691.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -480753.812500 Penalty: 4320.875488
	Iteration 19Q: 3 clusters Score -480753.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -480820.656250 Penalty: 4320.875488
	Iteration 20F: 3 clusters Score -480820.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -480895.593750 Penalty: 4320.875488
	Iteration 21Q: 3 clusters Score -480895.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -480972.875000 Penalty: 4320.875488
	Iteration 22Q: 3 clusters Score -480972.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -481050.125000 Penalty: 4320.875488
	Iteration 23Q: 3 clusters Score -481050.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -481132.781250 Penalty: 4320.875488
	Iteration 24Q: 3 clusters Score -481132.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -481214.281250 Penalty: 4320.875488
	Iteration 25Q: 3 clusters Score -481214.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -481299.000000 Penalty: 4320.875488
	Iteration 26Q: 3 clusters Score -481299 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -481389.250000 Penalty: 4320.875488
	Iteration 27Q: 3 clusters Score -481389.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -481475.375000 Penalty: 4320.875488
	Iteration 28Q: 3 clusters Score -481475.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -481552.562500 Penalty: 4320.875488
	Iteration 29Q: 3 clusters Score -481552.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -481626.781250 Penalty: 4320.875488
	Iteration 30Q: 3 clusters Score -481626.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -481691.812500 Penalty: 4320.875488
	Iteration 31Q: 3 clusters Score -481691.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -481747.531250 Penalty: 4320.875488
	Iteration 32Q: 3 clusters Score -481747.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -481797.531250 Penalty: 4320.875488
	Iteration 33Q: 3 clusters Score -481797.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -481828.375000 Penalty: 4320.875488
	Iteration 34Q: 3 clusters Score -481828.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -481850.093750 Penalty: 4320.875488
	Iteration 35Q: 3 clusters Score -481850.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -481870.937500 Penalty: 4320.875488
	Iteration 36Q: 3 clusters Score -481870.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -481885.218750 Penalty: 4320.875488
	Iteration 37Q: 3 clusters Score -481885.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -481896.593750 Penalty: 4320.875488
	Iteration 38Q: 3 clusters Score -481896.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -481901.281250 Penalty: 4320.875488
	Iteration 39Q: 3 clusters Score -481901.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -481905.781250 Penalty: 4320.875488
	Iteration 40F: 3 clusters Score -481905.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (10711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Entering Unmasked Estep 
Score: -819372.687500 Penalty: 2301.198730
	Iteration 0F: 2 clusters Score -819372.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -811302.687500 Penalty: 4602.397461
	Iteration 0F: 3 clusters Score -811302.7 nChanged 4411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -813702.187500 Penalty: 4602.397461
	Iteration 1F: 3 clusters Score -813702.2 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -814151.375000 Penalty: 4602.397461
	Iteration 2F: 3 clusters Score -814151.4 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -814672.062500 Penalty: 4602.397461
	Iteration 3F: 3 clusters Score -814672.1 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -815339.500000 Penalty: 4602.397461
	Iteration 4F: 3 clusters Score -815339.5 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -816251.812500 Penalty: 4602.397461
	Iteration 5F: 3 clusters Score -816251.8 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -817309.625000 Penalty: 4602.397461
	Iteration 6F: 3 clusters Score -817309.6 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -818715.625000 Penalty: 4602.397461
	Iteration 7F: 3 clusters Score -818715.6 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -820842.312500 Penalty: 4602.397461
	Iteration 8F: 3 clusters Score -820842.3 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -822848.687500 Penalty: 4602.397461
	Iteration 9F: 3 clusters Score -822848.7 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -823699.812500 Penalty: 4602.397461
	Iteration 10Q: 3 clusters Score -823699.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -823868.250000 Penalty: 4602.397461
	Iteration 11Q: 3 clusters Score -823868.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -823890.312500 Penalty: 4602.397461
	Iteration 12Q: 3 clusters Score -823890.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -823894.500000 Penalty: 4602.397461
	Iteration 13Q: 3 clusters Score -823894.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -823894.812500 Penalty: 4602.397461
	Iteration 14Q: 3 clusters Score -823894.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -823894.437500 Penalty: 4602.397461
	Iteration 15Q: 3 clusters Score -823894.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -823896.000000 Penalty: 4602.397461
	Iteration 16Q: 3 clusters Score -823896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -823896.000000 Penalty: 4602.397461
	Iteration 17F: 3 clusters Score -823896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 3416 members 
Mstep: Class 3 contains 80461 members 
Mstep: Class 4 contains 3280 members 
Mstep: Class 5 contains 345601 members 
Mstep: Class 6 contains 4343 members 
Mstep: Class 7 contains 9582 members 
Mstep: Class 8 contains 4398 members 
Mstep: Class 9 contains 5227 members 
Mstep: Class 10 contains 28474 members 
Mstep: Class 11 contains 218173 members 
Mstep: Class 12 contains 48594 members 
Mstep: Class 13 contains 154632 members 
Mstep: Class 14 contains 156974 members 
Mstep: Class 15 contains 73601 members 
Mstep: Class 16 contains 88323 members 
Mstep: Class 17 contains 2424 members 
Mstep: Class 18 contains 23170 members 
Mstep: Class 19 contains 4475 members 
Mstep: Class 20 contains 8470 members 
Mstep: Class 21 contains 45383 members 
Mstep: Class 22 contains 27981 members 
Mstep: Class 23 contains 8891 members 
Mstep: Class 24 contains 7708 members 
Mstep: Class 25 contains 24104 members 
Mstep: Class 26 contains 17394 members 
Mstep: Class 27 contains 6072 members 
Mstep: Class 28 contains 7410 members 
Mstep: Class 29 contains 3746 members 
Mstep: Class 30 contains 9912 members 
Mstep: Class 31 contains 27957 members 
Mstep: Class 32 contains 3301 members 
Entering Unmasked Estep 
Score: -111967280.000000 Penalty: 112659.960938
Splitting cluster 28 changes total score from -111962856.000000 to -111967280.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 29 (3746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Entering Unmasked Estep 
Score: -294781.937500 Penalty: 2040.654175
	Iteration 0F: 2 clusters Score -294781.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -291092.062500 Penalty: 4081.308350
	Iteration 0F: 3 clusters Score -291092.1 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -291937.937500 Penalty: 4081.308350
	Iteration 1F: 3 clusters Score -291937.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -292085.937500 Penalty: 4081.308350
	Iteration 2F: 3 clusters Score -292085.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -292170.625000 Penalty: 4081.308350
	Iteration 3Q: 3 clusters Score -292170.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -292221.843750 Penalty: 4081.308350
	Iteration 4Q: 3 clusters Score -292221.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -292252.468750 Penalty: 4081.308350
	Iteration 5Q: 3 clusters Score -292252.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -292279.156250 Penalty: 4081.308350
	Iteration 6Q: 3 clusters Score -292279.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -292302.156250 Penalty: 4081.308350
	Iteration 7Q: 3 clusters Score -292302.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -292321.031250 Penalty: 4081.308350
	Iteration 8Q: 3 clusters Score -292321 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -292337.843750 Penalty: 4081.308350
	Iteration 9Q: 3 clusters Score -292337.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -292351.750000 Penalty: 4081.308350
	Iteration 10Q: 3 clusters Score -292351.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -292369.437500 Penalty: 4081.308350
	Iteration 11Q: 3 clusters Score -292369.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -292382.218750 Penalty: 4081.308350
	Iteration 12Q: 3 clusters Score -292382.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -292393.281250 Penalty: 4081.308350
	Iteration 13Q: 3 clusters Score -292393.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -292401.562500 Penalty: 4081.308350
	Iteration 14Q: 3 clusters Score -292401.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -292409.312500 Penalty: 4081.308350
	Iteration 15Q: 3 clusters Score -292409.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -292416.937500 Penalty: 4081.308350
	Iteration 16Q: 3 clusters Score -292416.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -292425.531250 Penalty: 4081.308350
	Iteration 17Q: 3 clusters Score -292425.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -292431.906250 Penalty: 4081.308350
	Iteration 18Q: 3 clusters Score -292431.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -292439.187500 Penalty: 4081.308350
	Iteration 19Q: 3 clusters Score -292439.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -292445.343750 Penalty: 4081.308350
	Iteration 20F: 3 clusters Score -292445.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -292452.500000 Penalty: 4081.308350
	Iteration 21Q: 3 clusters Score -292452.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -292460.906250 Penalty: 4081.308350
	Iteration 22Q: 3 clusters Score -292460.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -292467.625000 Penalty: 4081.308350
	Iteration 23Q: 3 clusters Score -292467.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -292477.375000 Penalty: 4081.308350
	Iteration 24Q: 3 clusters Score -292477.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -292485.031250 Penalty: 4081.308350
	Iteration 25Q: 3 clusters Score -292485 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -292493.000000 Penalty: 4081.308350
	Iteration 26Q: 3 clusters Score -292493 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -292502.031250 Penalty: 4081.308350
	Iteration 27Q: 3 clusters Score -292502 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -292508.750000 Penalty: 4081.308350
	Iteration 28Q: 3 clusters Score -292508.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -292514.812500 Penalty: 4081.308350
	Iteration 29Q: 3 clusters Score -292514.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -292523.437500 Penalty: 4081.308350
	Iteration 30Q: 3 clusters Score -292523.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -292531.906250 Penalty: 4081.308350
	Iteration 31Q: 3 clusters Score -292531.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -292538.375000 Penalty: 4081.308350
	Iteration 32Q: 3 clusters Score -292538.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -292546.843750 Penalty: 4081.308350
	Iteration 33Q: 3 clusters Score -292546.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -292556.843750 Penalty: 4081.308350
	Iteration 34Q: 3 clusters Score -292556.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -292562.968750 Penalty: 4081.308350
	Iteration 35Q: 3 clusters Score -292563 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -292568.656250 Penalty: 4081.308350
	Iteration 36Q: 3 clusters Score -292568.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -292573.562500 Penalty: 4081.308350
	Iteration 37Q: 3 clusters Score -292573.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -292579.843750 Penalty: 4081.308350
	Iteration 38Q: 3 clusters Score -292579.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -292586.468750 Penalty: 4081.308350
	Iteration 39Q: 3 clusters Score -292586.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -292593.093750 Penalty: 4081.308350
	Iteration 40F: 3 clusters Score -292593.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -292599.468750 Penalty: 4081.308350
	Iteration 41Q: 3 clusters Score -292599.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -292606.500000 Penalty: 4081.308350
	Iteration 42Q: 3 clusters Score -292606.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -292615.187500 Penalty: 4081.308350
	Iteration 43Q: 3 clusters Score -292615.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -292619.875000 Penalty: 4081.308350
	Iteration 44Q: 3 clusters Score -292619.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -292623.937500 Penalty: 4081.308350
	Iteration 45Q: 3 clusters Score -292623.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -292626.343750 Penalty: 4081.308350
	Iteration 46Q: 3 clusters Score -292626.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -292629.031250 Penalty: 4081.308350
	Iteration 47Q: 3 clusters Score -292629 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -292631.468750 Penalty: 4081.308350
	Iteration 48Q: 3 clusters Score -292631.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -292633.968750 Penalty: 4081.308350
	Iteration 49Q: 3 clusters Score -292634 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -292638.218750 Penalty: 4081.308350
	Iteration 50Q: 3 clusters Score -292638.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -292641.937500 Penalty: 4081.308350
	Iteration 51Q: 3 clusters Score -292641.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -292642.937500 Penalty: 4081.308350
	Iteration 52Q: 3 clusters Score -292642.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -292645.625000 Penalty: 4081.308350
	Iteration 53Q: 3 clusters Score -292645.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -292647.125000 Penalty: 4081.308350
	Iteration 54Q: 3 clusters Score -292647.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -292648.468750 Penalty: 4081.308350
	Iteration 55Q: 3 clusters Score -292648.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -292651.812500 Penalty: 4081.308350
	Iteration 56Q: 3 clusters Score -292651.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -292651.937500 Penalty: 4081.308350
	Iteration 57Q: 3 clusters Score -292651.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -292653.468750 Penalty: 4081.308350
	Iteration 58Q: 3 clusters Score -292653.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -292656.781250 Penalty: 4081.308350
	Iteration 59Q: 3 clusters Score -292656.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -292661.531250 Penalty: 4081.308350
	Iteration 60F: 3 clusters Score -292661.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -292666.937500 Penalty: 4081.308350
	Iteration 61Q: 3 clusters Score -292666.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -292670.593750 Penalty: 4081.308350
	Iteration 62Q: 3 clusters Score -292670.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -292676.937500 Penalty: 4081.308350
	Iteration 63Q: 3 clusters Score -292676.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -292682.750000 Penalty: 4081.308350
	Iteration 64Q: 3 clusters Score -292682.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -292689.218750 Penalty: 4081.308350
	Iteration 65Q: 3 clusters Score -292689.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -292693.687500 Penalty: 4081.308350
	Iteration 66Q: 3 clusters Score -292693.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -292699.750000 Penalty: 4081.308350
	Iteration 67Q: 3 clusters Score -292699.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -292706.437500 Penalty: 4081.308350
	Iteration 68Q: 3 clusters Score -292706.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -292709.343750 Penalty: 4081.308350
	Iteration 69Q: 3 clusters Score -292709.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -292712.218750 Penalty: 4081.308350
	Iteration 70Q: 3 clusters Score -292712.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -292716.593750 Penalty: 4081.308350
	Iteration 71Q: 3 clusters Score -292716.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -292721.093750 Penalty: 4081.308350
	Iteration 72Q: 3 clusters Score -292721.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -292722.937500 Penalty: 4081.308350
	Iteration 73Q: 3 clusters Score -292722.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -292725.281250 Penalty: 4081.308350
	Iteration 74Q: 3 clusters Score -292725.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -292726.718750 Penalty: 4081.308350
	Iteration 75Q: 3 clusters Score -292726.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -292730.750000 Penalty: 4081.308350
	Iteration 76Q: 3 clusters Score -292730.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -292733.468750 Penalty: 4081.308350
	Iteration 77Q: 3 clusters Score -292733.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -292735.437500 Penalty: 4081.308350
	Iteration 78Q: 3 clusters Score -292735.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -292736.656250 Penalty: 4081.308350
	Iteration 79Q: 3 clusters Score -292736.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -292737.843750 Penalty: 4081.308350
	Iteration 80F: 3 clusters Score -292737.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -292738.937500 Penalty: 4081.308350
	Iteration 81Q: 3 clusters Score -292738.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -292739.625000 Penalty: 4081.308350
	Iteration 82Q: 3 clusters Score -292739.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -292741.750000 Penalty: 4081.308350
	Iteration 83Q: 3 clusters Score -292741.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -292743.531250 Penalty: 4081.308350
	Iteration 84Q: 3 clusters Score -292743.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -292744.281250 Penalty: 4081.308350
	Iteration 85Q: 3 clusters Score -292744.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -292744.406250 Penalty: 4081.308350
	Iteration 86Q: 3 clusters Score -292744.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -292744.406250 Penalty: 4081.308350
	Iteration 87F: 3 clusters Score -292744.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (9912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Entering Unmasked Estep 
Score: -781093.437500 Penalty: 2281.972412
	Iteration 0F: 2 clusters Score -781093.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -773457.437500 Penalty: 4563.944824
	Iteration 0F: 3 clusters Score -773457.4 nChanged 4092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -775657.875000 Penalty: 4563.944824
	Iteration 1F: 3 clusters Score -775657.9 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -775957.125000 Penalty: 4563.944824
	Iteration 2F: 3 clusters Score -775957.1 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -776175.125000 Penalty: 4563.944824
	Iteration 3Q: 3 clusters Score -776175.1 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -776368.250000 Penalty: 4563.944824
	Iteration 4Q: 3 clusters Score -776368.2 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -776553.687500 Penalty: 4563.944824
	Iteration 5Q: 3 clusters Score -776553.7 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -776759.312500 Penalty: 4563.944824
	Iteration 6Q: 3 clusters Score -776759.3 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -776939.625000 Penalty: 4563.944824
	Iteration 7Q: 3 clusters Score -776939.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -777121.250000 Penalty: 4563.944824
	Iteration 8Q: 3 clusters Score -777121.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -777328.125000 Penalty: 4563.944824
	Iteration 9Q: 3 clusters Score -777328.1 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -777572.187500 Penalty: 4563.944824
	Iteration 10Q: 3 clusters Score -777572.2 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -777823.250000 Penalty: 4563.944824
	Iteration 11Q: 3 clusters Score -777823.2 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -778111.687500 Penalty: 4563.944824
	Iteration 12Q: 3 clusters Score -778111.7 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -778381.562500 Penalty: 4563.944824
	Iteration 13Q: 3 clusters Score -778381.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -778566.187500 Penalty: 4563.944824
	Iteration 14Q: 3 clusters Score -778566.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -778709.000000 Penalty: 4563.944824
	Iteration 15Q: 3 clusters Score -778709 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -778813.812500 Penalty: 4563.944824
	Iteration 16Q: 3 clusters Score -778813.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -778904.000000 Penalty: 4563.944824
	Iteration 17Q: 3 clusters Score -778904 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -778956.312500 Penalty: 4563.944824
	Iteration 18Q: 3 clusters Score -778956.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -779012.062500 Penalty: 4563.944824
	Iteration 19Q: 3 clusters Score -779012.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -779053.312500 Penalty: 4563.944824
	Iteration 20F: 3 clusters Score -779053.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -779081.937500 Penalty: 4563.944824
	Iteration 21Q: 3 clusters Score -779081.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -779103.937500 Penalty: 4563.944824
	Iteration 22Q: 3 clusters Score -779103.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -779126.562500 Penalty: 4563.944824
	Iteration 23Q: 3 clusters Score -779126.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -779143.625000 Penalty: 4563.944824
	Iteration 24Q: 3 clusters Score -779143.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -779151.750000 Penalty: 4563.944824
	Iteration 25Q: 3 clusters Score -779151.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -779158.812500 Penalty: 4563.944824
	Iteration 26Q: 3 clusters Score -779158.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -779160.937500 Penalty: 4563.944824
	Iteration 27Q: 3 clusters Score -779160.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -779160.937500 Penalty: 4563.944824
	Iteration 28F: 3 clusters Score -779160.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 3416 members 
Mstep: Class 3 contains 80461 members 
Mstep: Class 4 contains 3280 members 
Mstep: Class 5 contains 345601 members 
Mstep: Class 6 contains 4343 members 
Mstep: Class 7 contains 9582 members 
Mstep: Class 8 contains 4398 members 
Mstep: Class 9 contains 5227 members 
Mstep: Class 10 contains 28474 members 
Mstep: Class 11 contains 218173 members 
Mstep: Class 12 contains 48594 members 
Mstep: Class 13 contains 154632 members 
Mstep: Class 14 contains 156974 members 
Mstep: Class 15 contains 73601 members 
Mstep: Class 16 contains 88323 members 
Mstep: Class 17 contains 2424 members 
Mstep: Class 18 contains 23170 members 
Mstep: Class 19 contains 4475 members 
Mstep: Class 20 contains 8470 members 
Mstep: Class 21 contains 45383 members 
Mstep: Class 22 contains 27981 members 
Mstep: Class 23 contains 8891 members 
Mstep: Class 24 contains 7708 members 
Mstep: Class 25 contains 24104 members 
Mstep: Class 26 contains 17394 members 
Mstep: Class 27 contains 6072 members 
Mstep: Class 28 contains 7410 members 
Mstep: Class 29 contains 3746 members 
Mstep: Class 30 contains 9912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111968672.000000 Penalty: 112659.960938
Iteration 79Q: 33 clusters Score -1.119687e+08 nChanged 4496
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 3415 members 
Mstep: Class 3 contains 80512 members 
Mstep: Class 4 contains 3268 members 
Mstep: Class 5 contains 346917 members 
Mstep: Class 6 contains 4358 members 
Mstep: Class 7 contains 9336 members 
Mstep: Class 8 contains 4452 members 
Mstep: Class 9 contains 5227 members 
Mstep: Class 10 contains 28419 members 
Mstep: Class 11 contains 218532 members 
Mstep: Class 12 contains 48635 members 
Mstep: Class 13 contains 154625 members 
Mstep: Class 14 contains 155973 members 
Mstep: Class 15 contains 73521 members 
Mstep: Class 16 contains 88499 members 
Mstep: Class 17 contains 2355 members 
Mstep: Class 18 contains 23463 members 
Mstep: Class 19 contains 4477 members 
Mstep: Class 20 contains 8470 members 
Mstep: Class 21 contains 45384 members 
Mstep: Class 22 contains 28037 members 
Mstep: Class 23 contains 8892 members 
Mstep: Class 24 contains 7749 members 
Mstep: Class 25 contains 24103 members 
Mstep: Class 26 contains 17391 members 
Mstep: Class 27 contains 6072 members 
Mstep: Class 28 contains 7563 members 
Mstep: Class 29 contains 3739 members 
Mstep: Class 30 contains 9920 members 
Mstep: Class 31 contains 26896 members 
Mstep: Class 32 contains 3270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111969488.000000 Penalty: 112659.960938
Iteration 80F: 33 clusters Score -1.119695e+08 nChanged 4021
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 3414 members 
Mstep: Class 3 contains 80494 members 
Mstep: Class 4 contains 3269 members 
Mstep: Class 5 contains 347833 members 
Mstep: Class 6 contains 4374 members 
Mstep: Class 7 contains 9133 members 
Mstep: Class 8 contains 4657 members 
Mstep: Class 9 contains 5227 members 
Mstep: Class 10 contains 28355 members 
Mstep: Class 11 contains 218574 members 
Mstep: Class 12 contains 48653 members 
Mstep: Class 13 contains 154615 members 
Mstep: Class 14 contains 154776 members 
Mstep: Class 15 contains 73434 members 
Mstep: Class 16 contains 88564 members 
Mstep: Class 17 contains 2272 members 
Mstep: Class 18 contains 23755 members 
Mstep: Class 19 contains 4481 members 
Mstep: Class 20 contains 8469 members 
Mstep: Class 21 contains 45396 members 
Mstep: Class 22 contains 28046 members 
Mstep: Class 23 contains 8898 members 
Mstep: Class 24 contains 7711 members 
Mstep: Class 25 contains 24097 members 
Mstep: Class 26 contains 17359 members 
Mstep: Class 27 contains 6072 members 
Mstep: Class 28 contains 7644 members 
Mstep: Class 29 contains 3735 members 
Mstep: Class 30 contains 9925 members 
Mstep: Class 31 contains 26926 members 
Mstep: Class 32 contains 3302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111970472.000000 Penalty: 112659.960938
Iteration 81Q: 33 clusters Score -1.119705e+08 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 3408 members 
Mstep: Class 3 contains 80502 members 
Mstep: Class 4 contains 3273 members 
Mstep: Class 5 contains 348742 members 
Mstep: Class 6 contains 4386 members 
Mstep: Class 7 contains 8907 members 
Mstep: Class 8 contains 4906 members 
Mstep: Class 9 contains 5226 members 
Mstep: Class 10 contains 28299 members 
Mstep: Class 11 contains 218691 members 
Mstep: Class 12 contains 48688 members 
Mstep: Class 13 contains 154602 members 
Mstep: Class 14 contains 153575 members 
Mstep: Class 15 contains 73364 members 
Mstep: Class 16 contains 88618 members 
Mstep: Class 17 contains 2225 members 
Mstep: Class 18 contains 24098 members 
Mstep: Class 19 contains 4483 members 
Mstep: Class 20 contains 8469 members 
Mstep: Class 21 contains 45404 members 
Mstep: Class 22 contains 28066 members 
Mstep: Class 23 contains 8901 members 
Mstep: Class 24 contains 7695 members 
Mstep: Class 25 contains 24083 members 
Mstep: Class 26 contains 17329 members 
Mstep: Class 27 contains 6072 members 
Mstep: Class 28 contains 7691 members 
Mstep: Class 29 contains 3737 members 
Mstep: Class 30 contains 9924 members 
Mstep: Class 31 contains 26773 members 
Mstep: Class 32 contains 3318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111970568.000000 Penalty: 112659.960938
Iteration 82Q: 33 clusters Score -1.119706e+08 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 3397 members 
Mstep: Class 3 contains 80531 members 
Mstep: Class 4 contains 3283 members 
Mstep: Class 5 contains 349650 members 
Mstep: Class 6 contains 4407 members 
Mstep: Class 7 contains 8666 members 
Mstep: Class 8 contains 5136 members 
Mstep: Class 9 contains 5225 members 
Mstep: Class 10 contains 28250 members 
Mstep: Class 11 contains 218779 members 
Mstep: Class 12 contains 48729 members 
Mstep: Class 13 contains 154591 members 
Mstep: Class 14 contains 152398 members 
Mstep: Class 15 contains 73313 members 
Mstep: Class 16 contains 88643 members 
Mstep: Class 17 contains 2200 members 
Mstep: Class 18 contains 24436 members 
Mstep: Class 19 contains 4482 members 
Mstep: Class 20 contains 8469 members 
Mstep: Class 21 contains 45414 members 
Mstep: Class 22 contains 28106 members 
Mstep: Class 23 contains 8905 members 
Mstep: Class 24 contains 7691 members 
Mstep: Class 25 contains 24096 members 
Mstep: Class 26 contains 17273 members 
Mstep: Class 27 contains 6074 members 
Mstep: Class 28 contains 7714 members 
Mstep: Class 29 contains 3734 members 
Mstep: Class 30 contains 9920 members 
Mstep: Class 31 contains 26613 members 
Mstep: Class 32 contains 3329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111971304.000000 Penalty: 112659.960938
Iteration 83Q: 33 clusters Score -1.119713e+08 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 3393 members 
Mstep: Class 3 contains 80551 members 
Mstep: Class 4 contains 3291 members 
Mstep: Class 5 contains 350530 members 
Mstep: Class 6 contains 4417 members 
Mstep: Class 7 contains 8421 members 
Mstep: Class 8 contains 5367 members 
Mstep: Class 9 contains 5224 members 
Mstep: Class 10 contains 28207 members 
Mstep: Class 11 contains 218821 members 
Mstep: Class 12 contains 48773 members 
Mstep: Class 13 contains 154583 members 
Mstep: Class 14 contains 151258 members 
Mstep: Class 15 contains 73258 members 
Mstep: Class 16 contains 88703 members 
Mstep: Class 17 contains 2185 members 
Mstep: Class 18 contains 24774 members 
Mstep: Class 19 contains 4484 members 
Mstep: Class 20 contains 8469 members 
Mstep: Class 21 contains 45411 members 
Mstep: Class 22 contains 28143 members 
Mstep: Class 23 contains 8908 members 
Mstep: Class 24 contains 7679 members 
Mstep: Class 25 contains 24089 members 
Mstep: Class 26 contains 17231 members 
Mstep: Class 27 contains 6077 members 
Mstep: Class 28 contains 7730 members 
Mstep: Class 29 contains 3732 members 
Mstep: Class 30 contains 9921 members 
Mstep: Class 31 contains 26485 members 
Mstep: Class 32 contains 3335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111971216.000000 Penalty: 112659.960938
Iteration 84Q: 33 clusters Score -1.119712e+08 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 3385 members 
Mstep: Class 3 contains 80553 members 
Mstep: Class 4 contains 3298 members 
Mstep: Class 5 contains 351372 members 
Mstep: Class 6 contains 4425 members 
Mstep: Class 7 contains 8197 members 
Mstep: Class 8 contains 5565 members 
Mstep: Class 9 contains 5224 members 
Mstep: Class 10 contains 28173 members 
Mstep: Class 11 contains 218856 members 
Mstep: Class 12 contains 48797 members 
Mstep: Class 13 contains 154572 members 
Mstep: Class 14 contains 150233 members 
Mstep: Class 15 contains 73211 members 
Mstep: Class 16 contains 88753 members 
Mstep: Class 17 contains 2176 members 
Mstep: Class 18 contains 25046 members 
Mstep: Class 19 contains 4490 members 
Mstep: Class 20 contains 8470 members 
Mstep: Class 21 contains 45405 members 
Mstep: Class 22 contains 28172 members 
Mstep: Class 23 contains 8914 members 
Mstep: Class 24 contains 7668 members 
Mstep: Class 25 contains 24100 members 
Mstep: Class 26 contains 17169 members 
Mstep: Class 27 contains 6078 members 
Mstep: Class 28 contains 7742 members 
Mstep: Class 29 contains 3739 members 
Mstep: Class 30 contains 9921 members 
Mstep: Class 31 contains 26397 members 
Mstep: Class 32 contains 3341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111971736.000000 Penalty: 112659.960938
Iteration 85Q: 33 clusters Score -1.119717e+08 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 3373 members 
Mstep: Class 3 contains 80552 members 
Mstep: Class 4 contains 3309 members 
Mstep: Class 5 contains 352204 members 
Mstep: Class 6 contains 4428 members 
Mstep: Class 7 contains 8008 members 
Mstep: Class 8 contains 5731 members 
Mstep: Class 9 contains 5224 members 
Mstep: Class 10 contains 28147 members 
Mstep: Class 11 contains 218871 members 
Mstep: Class 12 contains 48816 members 
Mstep: Class 13 contains 154563 members 
Mstep: Class 14 contains 149236 members 
Mstep: Class 15 contains 73176 members 
Mstep: Class 16 contains 88799 members 
Mstep: Class 17 contains 2168 members 
Mstep: Class 18 contains 25294 members 
Mstep: Class 19 contains 4499 members 
Mstep: Class 20 contains 8470 members 
Mstep: Class 21 contains 45417 members 
Mstep: Class 22 contains 28203 members 
Mstep: Class 23 contains 8917 members 
Mstep: Class 24 contains 7673 members 
Mstep: Class 25 contains 24108 members 
Mstep: Class 26 contains 17106 members 
Mstep: Class 27 contains 6078 members 
Mstep: Class 28 contains 7753 members 
Mstep: Class 29 contains 3735 members 
Mstep: Class 30 contains 9924 members 
Mstep: Class 31 contains 26305 members 
Mstep: Class 32 contains 3343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111972184.000000 Penalty: 112659.960938
Iteration 86Q: 33 clusters Score -1.119722e+08 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 3364 members 
Mstep: Class 3 contains 80577 members 
Mstep: Class 4 contains 3313 members 
Mstep: Class 5 contains 352997 members 
Mstep: Class 6 contains 4431 members 
Mstep: Class 7 contains 7815 members 
Mstep: Class 8 contains 5855 members 
Mstep: Class 9 contains 5224 members 
Mstep: Class 10 contains 28122 members 
Mstep: Class 11 contains 218873 members 
Mstep: Class 12 contains 48847 members 
Mstep: Class 13 contains 154555 members 
Mstep: Class 14 contains 148280 members 
Mstep: Class 15 contains 73148 members 
Mstep: Class 16 contains 88834 members 
Mstep: Class 17 contains 2164 members 
Mstep: Class 18 contains 25542 members 
Mstep: Class 19 contains 4498 members 
Mstep: Class 20 contains 8470 members 
Mstep: Class 21 contains 45426 members 
Mstep: Class 22 contains 28241 members 
Mstep: Class 23 contains 8921 members 
Mstep: Class 24 contains 7676 members 
Mstep: Class 25 contains 24120 members 
Mstep: Class 26 contains 17048 members 
Mstep: Class 27 contains 6077 members 
Mstep: Class 28 contains 7761 members 
Mstep: Class 29 contains 3736 members 
Mstep: Class 30 contains 9932 members 
Mstep: Class 31 contains 26231 members 
Mstep: Class 32 contains 3344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111972192.000000 Penalty: 112659.960938
Iteration 87Q: 33 clusters Score -1.119722e+08 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 3353 members 
Mstep: Class 3 contains 80589 members 
Mstep: Class 4 contains 3320 members 
Mstep: Class 5 contains 353763 members 
Mstep: Class 6 contains 4431 members 
Mstep: Class 7 contains 7625 members 
Mstep: Class 8 contains 5947 members 
Mstep: Class 9 contains 5224 members 
Mstep: Class 10 contains 28104 members 
Mstep: Class 11 contains 218880 members 
Mstep: Class 12 contains 48862 members 
Mstep: Class 13 contains 154555 members 
Mstep: Class 14 contains 147426 members 
Mstep: Class 15 contains 73124 members 
Mstep: Class 16 contains 88856 members 
Mstep: Class 17 contains 2163 members 
Mstep: Class 18 contains 25785 members 
Mstep: Class 19 contains 4498 members 
Mstep: Class 20 contains 8470 members 
Mstep: Class 21 contains 45431 members 
Mstep: Class 22 contains 28265 members 
Mstep: Class 23 contains 8929 members 
Mstep: Class 24 contains 7674 members 
Mstep: Class 25 contains 24112 members 
Mstep: Class 26 contains 16992 members 
Mstep: Class 27 contains 6076 members 
Mstep: Class 28 contains 7765 members 
Mstep: Class 29 contains 3735 members 
Mstep: Class 30 contains 9935 members 
Mstep: Class 31 contains 26180 members 
Mstep: Class 32 contains 3347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111972288.000000 Penalty: 112659.960938
Iteration 88Q: 33 clusters Score -1.119723e+08 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 3346 members 
Mstep: Class 3 contains 80605 members 
Mstep: Class 4 contains 3321 members 
Mstep: Class 5 contains 354474 members 
Mstep: Class 6 contains 4436 members 
Mstep: Class 7 contains 7447 members 
Mstep: Class 8 contains 6031 members 
Mstep: Class 9 contains 5224 members 
Mstep: Class 10 contains 28092 members 
Mstep: Class 11 contains 218926 members 
Mstep: Class 12 contains 48871 members 
Mstep: Class 13 contains 154544 members 
Mstep: Class 14 contains 146589 members 
Mstep: Class 15 contains 73113 members 
Mstep: Class 16 contains 88878 members 
Mstep: Class 17 contains 2160 members 
Mstep: Class 18 contains 26004 members 
Mstep: Class 19 contains 4500 members 
Mstep: Class 20 contains 8470 members 
Mstep: Class 21 contains 45441 members 
Mstep: Class 22 contains 28288 members 
Mstep: Class 23 contains 8930 members 
Mstep: Class 24 contains 7665 members 
Mstep: Class 25 contains 24111 members 
Mstep: Class 26 contains 16946 members 
Mstep: Class 27 contains 6075 members 
Mstep: Class 28 contains 7768 members 
Mstep: Class 29 contains 3736 members 
Mstep: Class 30 contains 9936 members 
Mstep: Class 31 contains 26137 members 
Mstep: Class 32 contains 3348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111972696.000000 Penalty: 112659.960938
Iteration 89Q: 33 clusters Score -1.119727e+08 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 3341 members 
Mstep: Class 3 contains 80610 members 
Mstep: Class 4 contains 3329 members 
Mstep: Class 5 contains 355152 members 
Mstep: Class 6 contains 4437 members 
Mstep: Class 7 contains 7279 members 
Mstep: Class 8 contains 6106 members 
Mstep: Class 9 contains 5224 members 
Mstep: Class 10 contains 28084 members 
Mstep: Class 11 contains 218934 members 
Mstep: Class 12 contains 48878 members 
Mstep: Class 13 contains 154537 members 
Mstep: Class 14 contains 145804 members 
Mstep: Class 15 contains 73083 members 
Mstep: Class 16 contains 88924 members 
Mstep: Class 17 contains 2160 members 
Mstep: Class 18 contains 26218 members 
Mstep: Class 19 contains 4507 members 
Mstep: Class 20 contains 8470 members 
Mstep: Class 21 contains 45444 members 
Mstep: Class 22 contains 28317 members 
Mstep: Class 23 contains 8932 members 
Mstep: Class 24 contains 7663 members 
Mstep: Class 25 contains 24104 members 
Mstep: Class 26 contains 16892 members 
Mstep: Class 27 contains 6077 members 
Mstep: Class 28 contains 7776 members 
Mstep: Class 29 contains 3730 members 
Mstep: Class 30 contains 9944 members 
Mstep: Class 31 contains 26104 members 
Mstep: Class 32 contains 3348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111972928.000000 Penalty: 112659.960938
Iteration 90Q: 33 clusters Score -1.119729e+08 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 3335 members 
Mstep: Class 3 contains 80625 members 
Mstep: Class 4 contains 3335 members 
Mstep: Class 5 contains 355872 members 
Mstep: Class 6 contains 4440 members 
Mstep: Class 7 contains 7109 members 
Mstep: Class 8 contains 6154 members 
Mstep: Class 9 contains 5224 members 
Mstep: Class 10 contains 28077 members 
Mstep: Class 11 contains 218915 members 
Mstep: Class 12 contains 48884 members 
Mstep: Class 13 contains 154527 members 
Mstep: Class 14 contains 145051 members 
Mstep: Class 15 contains 73069 members 
Mstep: Class 16 contains 88929 members 
Mstep: Class 17 contains 2156 members 
Mstep: Class 18 contains 26418 members 
Mstep: Class 19 contains 4513 members 
Mstep: Class 20 contains 8470 members 
Mstep: Class 21 contains 45453 members 
Mstep: Class 22 contains 28337 members 
Mstep: Class 23 contains 8936 members 
Mstep: Class 24 contains 7658 members 
Mstep: Class 25 contains 24116 members 
Mstep: Class 26 contains 16832 members 
Mstep: Class 27 contains 6078 members 
Mstep: Class 28 contains 7781 members 
Mstep: Class 29 contains 3733 members 
Mstep: Class 30 contains 9950 members 
Mstep: Class 31 contains 26083 members 
Mstep: Class 32 contains 3349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111973360.000000 Penalty: 112659.960938
Iteration 91Q: 33 clusters Score -1.119734e+08 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 3326 members 
Mstep: Class 3 contains 80649 members 
Mstep: Class 4 contains 3345 members 
Mstep: Class 5 contains 356573 members 
Mstep: Class 6 contains 4439 members 
Mstep: Class 7 contains 6958 members 
Mstep: Class 8 contains 6207 members 
Mstep: Class 9 contains 5224 members 
Mstep: Class 10 contains 28064 members 
Mstep: Class 11 contains 218896 members 
Mstep: Class 12 contains 48905 members 
Mstep: Class 13 contains 154520 members 
Mstep: Class 14 contains 144331 members 
Mstep: Class 15 contains 73044 members 
Mstep: Class 16 contains 88937 members 
Mstep: Class 17 contains 2155 members 
Mstep: Class 18 contains 26607 members 
Mstep: Class 19 contains 4507 members 
Mstep: Class 20 contains 8469 members 
Mstep: Class 21 contains 45462 members 
Mstep: Class 22 contains 28356 members 
Mstep: Class 23 contains 8941 members 
Mstep: Class 24 contains 7652 members 
Mstep: Class 25 contains 24115 members 
Mstep: Class 26 contains 16778 members 
Mstep: Class 27 contains 6078 members 
Mstep: Class 28 contains 7789 members 
Mstep: Class 29 contains 3729 members 
Mstep: Class 30 contains 9951 members 
Mstep: Class 31 contains 26051 members 
Mstep: Class 32 contains 3348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111973248.000000 Penalty: 112659.960938
Iteration 92Q: 33 clusters Score -1.119732e+08 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 3316 members 
Mstep: Class 3 contains 80673 members 
Mstep: Class 4 contains 3357 members 
Mstep: Class 5 contains 357289 members 
Mstep: Class 6 contains 4440 members 
Mstep: Class 7 contains 6835 members 
Mstep: Class 8 contains 6241 members 
Mstep: Class 9 contains 5224 members 
Mstep: Class 10 contains 28054 members 
Mstep: Class 11 contains 218875 members 
Mstep: Class 12 contains 48926 members 
Mstep: Class 13 contains 154508 members 
Mstep: Class 14 contains 143627 members 
Mstep: Class 15 contains 73028 members 
Mstep: Class 16 contains 88953 members 
Mstep: Class 17 contains 2147 members 
Mstep: Class 18 contains 26745 members 
Mstep: Class 19 contains 4510 members 
Mstep: Class 20 contains 8469 members 
Mstep: Class 21 contains 45474 members 
Mstep: Class 22 contains 28365 members 
Mstep: Class 23 contains 8942 members 
Mstep: Class 24 contains 7648 members 
Mstep: Class 25 contains 24116 members 
Mstep: Class 26 contains 16714 members 
Mstep: Class 27 contains 6080 members 
Mstep: Class 28 contains 7793 members 
Mstep: Class 29 contains 3725 members 
Mstep: Class 30 contains 9952 members 
Mstep: Class 31 contains 26026 members 
Mstep: Class 32 contains 3349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111973320.000000 Penalty: 112659.960938
Iteration 93Q: 33 clusters Score -1.119733e+08 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 3307 members 
Mstep: Class 3 contains 80687 members 
Mstep: Class 4 contains 3363 members 
Mstep: Class 5 contains 357983 members 
Mstep: Class 6 contains 4438 members 
Mstep: Class 7 contains 6730 members 
Mstep: Class 8 contains 6284 members 
Mstep: Class 9 contains 5223 members 
Mstep: Class 10 contains 28062 members 
Mstep: Class 11 contains 218910 members 
Mstep: Class 12 contains 48945 members 
Mstep: Class 13 contains 154497 members 
Mstep: Class 14 contains 142866 members 
Mstep: Class 15 contains 73012 members 
Mstep: Class 16 contains 88958 members 
Mstep: Class 17 contains 2142 members 
Mstep: Class 18 contains 26867 members 
Mstep: Class 19 contains 4514 members 
Mstep: Class 20 contains 8470 members 
Mstep: Class 21 contains 45471 members 
Mstep: Class 22 contains 28372 members 
Mstep: Class 23 contains 8947 members 
Mstep: Class 24 contains 7640 members 
Mstep: Class 25 contains 24121 members 
Mstep: Class 26 contains 16678 members 
Mstep: Class 27 contains 6080 members 
Mstep: Class 28 contains 7802 members 
Mstep: Class 29 contains 3726 members 
Mstep: Class 30 contains 9953 members 
Mstep: Class 31 contains 25998 members 
Mstep: Class 32 contains 3349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111973624.000000 Penalty: 112659.960938
Iteration 94Q: 33 clusters Score -1.119736e+08 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 3296 members 
Mstep: Class 3 contains 80712 members 
Mstep: Class 4 contains 3371 members 
Mstep: Class 5 contains 358649 members 
Mstep: Class 6 contains 4438 members 
Mstep: Class 7 contains 6628 members 
Mstep: Class 8 contains 6312 members 
Mstep: Class 9 contains 5223 members 
Mstep: Class 10 contains 28064 members 
Mstep: Class 11 contains 218911 members 
Mstep: Class 12 contains 48966 members 
Mstep: Class 13 contains 154492 members 
Mstep: Class 14 contains 142150 members 
Mstep: Class 15 contains 72997 members 
Mstep: Class 16 contains 88972 members 
Mstep: Class 17 contains 2137 members 
Mstep: Class 18 contains 26985 members 
Mstep: Class 19 contains 4523 members 
Mstep: Class 20 contains 8470 members 
Mstep: Class 21 contains 45465 members 
Mstep: Class 22 contains 28374 members 
Mstep: Class 23 contains 8952 members 
Mstep: Class 24 contains 7638 members 
Mstep: Class 25 contains 24106 members 
Mstep: Class 26 contains 16659 members 
Mstep: Class 27 contains 6080 members 
Mstep: Class 28 contains 7805 members 
Mstep: Class 29 contains 3728 members 
Mstep: Class 30 contains 9955 members 
Mstep: Class 31 contains 25980 members 
Mstep: Class 32 contains 3350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111973848.000000 Penalty: 112659.960938
Iteration 95Q: 33 clusters Score -1.119738e+08 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 3293 members 
Mstep: Class 3 contains 80740 members 
Mstep: Class 4 contains 3377 members 
Mstep: Class 5 contains 359272 members 
Mstep: Class 6 contains 4439 members 
Mstep: Class 7 contains 6546 members 
Mstep: Class 8 contains 6342 members 
Mstep: Class 9 contains 5223 members 
Mstep: Class 10 contains 28070 members 
Mstep: Class 11 contains 218922 members 
Mstep: Class 12 contains 48996 members 
Mstep: Class 13 contains 154491 members 
Mstep: Class 14 contains 141453 members 
Mstep: Class 15 contains 72987 members 
Mstep: Class 16 contains 88984 members 
Mstep: Class 17 contains 2135 members 
Mstep: Class 18 contains 27067 members 
Mstep: Class 19 contains 4523 members 
Mstep: Class 20 contains 8470 members 
Mstep: Class 21 contains 45462 members 
Mstep: Class 22 contains 28374 members 
Mstep: Class 23 contains 8954 members 
Mstep: Class 24 contains 7629 members 
Mstep: Class 25 contains 24104 members 
Mstep: Class 26 contains 16651 members 
Mstep: Class 27 contains 6080 members 
Mstep: Class 28 contains 7808 members 
Mstep: Class 29 contains 3727 members 
Mstep: Class 30 contains 9957 members 
Mstep: Class 31 contains 25956 members 
Mstep: Class 32 contains 3350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111974184.000000 Penalty: 112659.960938
Iteration 96Q: 33 clusters Score -1.119742e+08 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 3291 members 
Mstep: Class 3 contains 80778 members 
Mstep: Class 4 contains 3382 members 
Mstep: Class 5 contains 359873 members 
Mstep: Class 6 contains 4439 members 
Mstep: Class 7 contains 6501 members 
Mstep: Class 8 contains 6373 members 
Mstep: Class 9 contains 5223 members 
Mstep: Class 10 contains 28079 members 
Mstep: Class 11 contains 218922 members 
Mstep: Class 12 contains 49028 members 
Mstep: Class 13 contains 154488 members 
Mstep: Class 14 contains 140745 members 
Mstep: Class 15 contains 72981 members 
Mstep: Class 16 contains 89011 members 
Mstep: Class 17 contains 2133 members 
Mstep: Class 18 contains 27129 members 
Mstep: Class 19 contains 4526 members 
Mstep: Class 20 contains 8470 members 
Mstep: Class 21 contains 45456 members 
Mstep: Class 22 contains 28363 members 
Mstep: Class 23 contains 8959 members 
Mstep: Class 24 contains 7624 members 
Mstep: Class 25 contains 24097 members 
Mstep: Class 26 contains 16643 members 
Mstep: Class 27 contains 6080 members 
Mstep: Class 28 contains 7809 members 
Mstep: Class 29 contains 3725 members 
Mstep: Class 30 contains 9964 members 
Mstep: Class 31 contains 25935 members 
Mstep: Class 32 contains 3350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111974384.000000 Penalty: 112659.960938
Iteration 97Q: 33 clusters Score -1.119744e+08 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 3291 members 
Mstep: Class 3 contains 80824 members 
Mstep: Class 4 contains 3386 members 
Mstep: Class 5 contains 360461 members 
Mstep: Class 6 contains 4440 members 
Mstep: Class 7 contains 6447 members 
Mstep: Class 8 contains 6399 members 
Mstep: Class 9 contains 5223 members 
Mstep: Class 10 contains 28090 members 
Mstep: Class 11 contains 218924 members 
Mstep: Class 12 contains 49072 members 
Mstep: Class 13 contains 154483 members 
Mstep: Class 14 contains 140054 members 
Mstep: Class 15 contains 72976 members 
Mstep: Class 16 contains 89029 members 
Mstep: Class 17 contains 2133 members 
Mstep: Class 18 contains 27173 members 
Mstep: Class 19 contains 4525 members 
Mstep: Class 20 contains 8470 members 
Mstep: Class 21 contains 45451 members 
Mstep: Class 22 contains 28352 members 
Mstep: Class 23 contains 8960 members 
Mstep: Class 24 contains 7624 members 
Mstep: Class 25 contains 24105 members 
Mstep: Class 26 contains 16635 members 
Mstep: Class 27 contains 6079 members 
Mstep: Class 28 contains 7812 members 
Mstep: Class 29 contains 3724 members 
Mstep: Class 30 contains 9970 members 
Mstep: Class 31 contains 25914 members 
Mstep: Class 32 contains 3350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111974432.000000 Penalty: 112659.960938
Iteration 98Q: 33 clusters Score -1.119744e+08 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 3288 members 
Mstep: Class 3 contains 80873 members 
Mstep: Class 4 contains 3388 members 
Mstep: Class 5 contains 361035 members 
Mstep: Class 6 contains 4441 members 
Mstep: Class 7 contains 6409 members 
Mstep: Class 8 contains 6413 members 
Mstep: Class 9 contains 5223 members 
Mstep: Class 10 contains 28099 members 
Mstep: Class 11 contains 218929 members 
Mstep: Class 12 contains 49104 members 
Mstep: Class 13 contains 154480 members 
Mstep: Class 14 contains 139401 members 
Mstep: Class 15 contains 72978 members 
Mstep: Class 16 contains 89036 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 27199 members 
Mstep: Class 19 contains 4526 members 
Mstep: Class 20 contains 8470 members 
Mstep: Class 21 contains 45447 members 
Mstep: Class 22 contains 28342 members 
Mstep: Class 23 contains 8961 members 
Mstep: Class 24 contains 7626 members 
Mstep: Class 25 contains 24110 members 
Mstep: Class 26 contains 16627 members 
Mstep: Class 27 contains 6079 members 
Mstep: Class 28 contains 7814 members 
Mstep: Class 29 contains 3724 members 
Mstep: Class 30 contains 9973 members 
Mstep: Class 31 contains 25900 members 
Mstep: Class 32 contains 3350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111974512.000000 Penalty: 112659.960938
Iteration 99Q: 33 clusters Score -1.119745e+08 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 3283 members 
Mstep: Class 3 contains 80931 members 
Mstep: Class 4 contains 3390 members 
Mstep: Class 5 contains 361561 members 
Mstep: Class 6 contains 4441 members 
Mstep: Class 7 contains 6379 members 
Mstep: Class 8 contains 6425 members 
Mstep: Class 9 contains 5223 members 
Mstep: Class 10 contains 28102 members 
Mstep: Class 11 contains 218904 members 
Mstep: Class 12 contains 49136 members 
Mstep: Class 13 contains 154480 members 
Mstep: Class 14 contains 138817 members 
Mstep: Class 15 contains 72979 members 
Mstep: Class 16 contains 89037 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 27246 members 
Mstep: Class 19 contains 4527 members 
Mstep: Class 20 contains 8470 members 
Mstep: Class 21 contains 45444 members 
Mstep: Class 22 contains 28315 members 
Mstep: Class 23 contains 8963 members 
Mstep: Class 24 contains 7627 members 
Mstep: Class 25 contains 24121 members 
Mstep: Class 26 contains 16614 members 
Mstep: Class 27 contains 6079 members 
Mstep: Class 28 contains 7813 members 
Mstep: Class 29 contains 3722 members 
Mstep: Class 30 contains 9982 members 
Mstep: Class 31 contains 25884 members 
Mstep: Class 32 contains 3350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111974560.000000 Penalty: 112659.960938
Iteration 100F: 33 clusters Score -1.119746e+08 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 3283 members 
Mstep: Class 3 contains 80986 members 
Mstep: Class 4 contains 3393 members 
Mstep: Class 5 contains 362089 members 
Mstep: Class 6 contains 4441 members 
Mstep: Class 7 contains 6365 members 
Mstep: Class 8 contains 6457 members 
Mstep: Class 9 contains 5223 members 
Mstep: Class 10 contains 28102 members 
Mstep: Class 11 contains 218898 members 
Mstep: Class 12 contains 49156 members 
Mstep: Class 13 contains 154477 members 
Mstep: Class 14 contains 138231 members 
Mstep: Class 15 contains 72975 members 
Mstep: Class 16 contains 89042 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 27280 members 
Mstep: Class 19 contains 4526 members 
Mstep: Class 20 contains 8470 members 
Mstep: Class 21 contains 45442 members 
Mstep: Class 22 contains 28294 members 
Mstep: Class 23 contains 8965 members 
Mstep: Class 24 contains 7628 members 
Mstep: Class 25 contains 24121 members 
Mstep: Class 26 contains 16585 members 
Mstep: Class 27 contains 6079 members 
Mstep: Class 28 contains 7813 members 
Mstep: Class 29 contains 3719 members 
Mstep: Class 30 contains 9989 members 
Mstep: Class 31 contains 25870 members 
Mstep: Class 32 contains 3350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111974704.000000 Penalty: 112659.960938
Iteration 101Q: 33 clusters Score -1.119747e+08 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 3273 members 
Mstep: Class 3 contains 81020 members 
Mstep: Class 4 contains 3397 members 
Mstep: Class 5 contains 362582 members 
Mstep: Class 6 contains 4442 members 
Mstep: Class 7 contains 6357 members 
Mstep: Class 8 contains 6489 members 
Mstep: Class 9 contains 5223 members 
Mstep: Class 10 contains 28101 members 
Mstep: Class 11 contains 218907 members 
Mstep: Class 12 contains 49171 members 
Mstep: Class 13 contains 154476 members 
Mstep: Class 14 contains 137707 members 
Mstep: Class 15 contains 72970 members 
Mstep: Class 16 contains 89049 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 27301 members 
Mstep: Class 19 contains 4526 members 
Mstep: Class 20 contains 8470 members 
Mstep: Class 21 contains 45440 members 
Mstep: Class 22 contains 28271 members 
Mstep: Class 23 contains 8971 members 
Mstep: Class 24 contains 7630 members 
Mstep: Class 25 contains 24132 members 
Mstep: Class 26 contains 16540 members 
Mstep: Class 27 contains 6081 members 
Mstep: Class 28 contains 7815 members 
Mstep: Class 29 contains 3716 members 
Mstep: Class 30 contains 9988 members 
Mstep: Class 31 contains 25851 members 
Mstep: Class 32 contains 3350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111974648.000000 Penalty: 112659.960938
Iteration 102Q: 33 clusters Score -1.119746e+08 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 3262 members 
Mstep: Class 3 contains 81063 members 
Mstep: Class 4 contains 3403 members 
Mstep: Class 5 contains 363066 members 
Mstep: Class 6 contains 4443 members 
Mstep: Class 7 contains 6346 members 
Mstep: Class 8 contains 6520 members 
Mstep: Class 9 contains 5223 members 
Mstep: Class 10 contains 28103 members 
Mstep: Class 11 contains 218902 members 
Mstep: Class 12 contains 49178 members 
Mstep: Class 13 contains 154472 members 
Mstep: Class 14 contains 137203 members 
Mstep: Class 15 contains 72967 members 
Mstep: Class 16 contains 89049 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 27305 members 
Mstep: Class 19 contains 4528 members 
Mstep: Class 20 contains 8470 members 
Mstep: Class 21 contains 45437 members 
Mstep: Class 22 contains 28266 members 
Mstep: Class 23 contains 8976 members 
Mstep: Class 24 contains 7630 members 
Mstep: Class 25 contains 24141 members 
Mstep: Class 26 contains 16501 members 
Mstep: Class 27 contains 6081 members 
Mstep: Class 28 contains 7814 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 9990 members 
Mstep: Class 31 contains 25840 members 
Mstep: Class 32 contains 3350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111974528.000000 Penalty: 112659.960938
Iteration 103Q: 33 clusters Score -1.119745e+08 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 3257 members 
Mstep: Class 3 contains 81110 members 
Mstep: Class 4 contains 3404 members 
Mstep: Class 5 contains 363529 members 
Mstep: Class 6 contains 4444 members 
Mstep: Class 7 contains 6329 members 
Mstep: Class 8 contains 6548 members 
Mstep: Class 9 contains 5223 members 
Mstep: Class 10 contains 28092 members 
Mstep: Class 11 contains 218920 members 
Mstep: Class 12 contains 49196 members 
Mstep: Class 13 contains 154472 members 
Mstep: Class 14 contains 136674 members 
Mstep: Class 15 contains 72970 members 
Mstep: Class 16 contains 89044 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 27331 members 
Mstep: Class 19 contains 4531 members 
Mstep: Class 20 contains 8470 members 
Mstep: Class 21 contains 45433 members 
Mstep: Class 22 contains 28269 members 
Mstep: Class 23 contains 8980 members 
Mstep: Class 24 contains 7624 members 
Mstep: Class 25 contains 24156 members 
Mstep: Class 26 contains 16470 members 
Mstep: Class 27 contains 6081 members 
Mstep: Class 28 contains 7813 members 
Mstep: Class 29 contains 3704 members 
Mstep: Class 30 contains 9993 members 
Mstep: Class 31 contains 25822 members 
Mstep: Class 32 contains 3350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111974648.000000 Penalty: 112659.960938
Iteration 104Q: 33 clusters Score -1.119746e+08 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 3253 members 
Mstep: Class 3 contains 81154 members 
Mstep: Class 4 contains 3408 members 
Mstep: Class 5 contains 364023 members 
Mstep: Class 6 contains 4446 members 
Mstep: Class 7 contains 6320 members 
Mstep: Class 8 contains 6578 members 
Mstep: Class 9 contains 5223 members 
Mstep: Class 10 contains 28079 members 
Mstep: Class 11 contains 218912 members 
Mstep: Class 12 contains 49212 members 
Mstep: Class 13 contains 154468 members 
Mstep: Class 14 contains 136159 members 
Mstep: Class 15 contains 72973 members 
Mstep: Class 16 contains 89040 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 27342 members 
Mstep: Class 19 contains 4533 members 
Mstep: Class 20 contains 8470 members 
Mstep: Class 21 contains 45431 members 
Mstep: Class 22 contains 28264 members 
Mstep: Class 23 contains 8981 members 
Mstep: Class 24 contains 7627 members 
Mstep: Class 25 contains 24177 members 
Mstep: Class 26 contains 16429 members 
Mstep: Class 27 contains 6081 members 
Mstep: Class 28 contains 7813 members 
Mstep: Class 29 contains 3697 members 
Mstep: Class 30 contains 9997 members 
Mstep: Class 31 contains 25796 members 
Mstep: Class 32 contains 3350 members 
Entering Unmasked Estep 
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Score: -111974664.000000 Penalty: 112659.960938
Iteration 105Q: 33 clusters Score -1.119747e+08 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 3245 members 
Mstep: Class 3 contains 81235 members 
Mstep: Class 4 contains 3412 members 
Mstep: Class 5 contains 364479 members 
Mstep: Class 6 contains 4452 members 
Mstep: Class 7 contains 6311 members 
Mstep: Class 8 contains 6603 members 
Mstep: Class 9 contains 5224 members 
Mstep: Class 10 contains 28061 members 
Mstep: Class 11 contains 218911 members 
Mstep: Class 12 contains 49233 members 
Mstep: Class 13 contains 154462 members 
Mstep: Class 14 contains 135623 members 
Mstep: Class 15 contains 72973 members 
Mstep: Class 16 contains 89038 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 27363 members 
Mstep: Class 19 contains 4532 members 
Mstep: Class 20 contains 8470 members 
Mstep: Class 21 contains 45431 members 
Mstep: Class 22 contains 28263 members 
Mstep: Class 23 contains 8983 members 
Mstep: Class 24 contains 7638 members 
Mstep: Class 25 contains 24194 members 
Mstep: Class 26 contains 16391 members 
Mstep: Class 27 contains 6081 members 
Mstep: Class 28 contains 7813 members 
Mstep: Class 29 contains 3695 members 
Mstep: Class 30 contains 9999 members 
Mstep: Class 31 contains 25768 members 
Mstep: Class 32 contains 3350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111974648.000000 Penalty: 112659.960938
Iteration 106Q: 33 clusters Score -1.119746e+08 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 3242 members 
Mstep: Class 3 contains 81312 members 
Mstep: Class 4 contains 3413 members 
Mstep: Class 5 contains 364910 members 
Mstep: Class 6 contains 4453 members 
Mstep: Class 7 contains 6304 members 
Mstep: Class 8 contains 6620 members 
Mstep: Class 9 contains 5225 members 
Mstep: Class 10 contains 28043 members 
Mstep: Class 11 contains 218914 members 
Mstep: Class 12 contains 49261 members 
Mstep: Class 13 contains 154456 members 
Mstep: Class 14 contains 135096 members 
Mstep: Class 15 contains 72978 members 
Mstep: Class 16 contains 89041 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 27376 members 
Mstep: Class 19 contains 4534 members 
Mstep: Class 20 contains 8470 members 
Mstep: Class 21 contains 45427 members 
Mstep: Class 22 contains 28264 members 
Mstep: Class 23 contains 8985 members 
Mstep: Class 24 contains 7639 members 
Mstep: Class 25 contains 24220 members 
Mstep: Class 26 contains 16361 members 
Mstep: Class 27 contains 6080 members 
Mstep: Class 28 contains 7813 members 
Mstep: Class 29 contains 3692 members 
Mstep: Class 30 contains 10002 members 
Mstep: Class 31 contains 25751 members 
Mstep: Class 32 contains 3350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111974760.000000 Penalty: 112659.960938
Iteration 107Q: 33 clusters Score -1.119748e+08 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 3236 members 
Mstep: Class 3 contains 81390 members 
Mstep: Class 4 contains 3415 members 
Mstep: Class 5 contains 365327 members 
Mstep: Class 6 contains 4456 members 
Mstep: Class 7 contains 6297 members 
Mstep: Class 8 contains 6632 members 
Mstep: Class 9 contains 5227 members 
Mstep: Class 10 contains 28038 members 
Mstep: Class 11 contains 218908 members 
Mstep: Class 12 contains 49292 members 
Mstep: Class 13 contains 154449 members 
Mstep: Class 14 contains 134588 members 
Mstep: Class 15 contains 72985 members 
Mstep: Class 16 contains 89041 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 27385 members 
Mstep: Class 19 contains 4538 members 
Mstep: Class 20 contains 8470 members 
Mstep: Class 21 contains 45427 members 
Mstep: Class 22 contains 28280 members 
Mstep: Class 23 contains 8985 members 
Mstep: Class 24 contains 7638 members 
Mstep: Class 25 contains 24235 members 
Mstep: Class 26 contains 16332 members 
Mstep: Class 27 contains 6079 members 
Mstep: Class 28 contains 7813 members 
Mstep: Class 29 contains 3688 members 
Mstep: Class 30 contains 10004 members 
Mstep: Class 31 contains 25726 members 
Mstep: Class 32 contains 3350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111974808.000000 Penalty: 112659.960938
Iteration 108Q: 33 clusters Score -1.119748e+08 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 3229 members 
Mstep: Class 3 contains 81476 members 
Mstep: Class 4 contains 3421 members 
Mstep: Class 5 contains 365734 members 
Mstep: Class 6 contains 4459 members 
Mstep: Class 7 contains 6297 members 
Mstep: Class 8 contains 6644 members 
Mstep: Class 9 contains 5228 members 
Mstep: Class 10 contains 28034 members 
Mstep: Class 11 contains 218913 members 
Mstep: Class 12 contains 49312 members 
Mstep: Class 13 contains 154444 members 
Mstep: Class 14 contains 134074 members 
Mstep: Class 15 contains 72997 members 
Mstep: Class 16 contains 89032 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 27392 members 
Mstep: Class 19 contains 4541 members 
Mstep: Class 20 contains 8470 members 
Mstep: Class 21 contains 45430 members 
Mstep: Class 22 contains 28290 members 
Mstep: Class 23 contains 8987 members 
Mstep: Class 24 contains 7638 members 
Mstep: Class 25 contains 24237 members 
Mstep: Class 26 contains 16309 members 
Mstep: Class 27 contains 6078 members 
Mstep: Class 28 contains 7812 members 
Mstep: Class 29 contains 3688 members 
Mstep: Class 30 contains 10003 members 
Mstep: Class 31 contains 25713 members 
Mstep: Class 32 contains 3350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111974856.000000 Penalty: 112659.960938
Iteration 109Q: 33 clusters Score -1.119749e+08 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 3220 members 
Mstep: Class 3 contains 81578 members 
Mstep: Class 4 contains 3429 members 
Mstep: Class 5 contains 366146 members 
Mstep: Class 6 contains 4460 members 
Mstep: Class 7 contains 6295 members 
Mstep: Class 8 contains 6658 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28038 members 
Mstep: Class 11 contains 218905 members 
Mstep: Class 12 contains 49333 members 
Mstep: Class 13 contains 154445 members 
Mstep: Class 14 contains 133542 members 
Mstep: Class 15 contains 73005 members 
Mstep: Class 16 contains 89018 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 27388 members 
Mstep: Class 19 contains 4542 members 
Mstep: Class 20 contains 8470 members 
Mstep: Class 21 contains 45435 members 
Mstep: Class 22 contains 28301 members 
Mstep: Class 23 contains 8994 members 
Mstep: Class 24 contains 7640 members 
Mstep: Class 25 contains 24233 members 
Mstep: Class 26 contains 16290 members 
Mstep: Class 27 contains 6077 members 
Mstep: Class 28 contains 7812 members 
Mstep: Class 29 contains 3688 members 
Mstep: Class 30 contains 10002 members 
Mstep: Class 31 contains 25709 members 
Mstep: Class 32 contains 3350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111974976.000000 Penalty: 112659.960938
Iteration 110Q: 33 clusters Score -1.11975e+08 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 3213 members 
Mstep: Class 3 contains 81685 members 
Mstep: Class 4 contains 3434 members 
Mstep: Class 5 contains 366511 members 
Mstep: Class 6 contains 4457 members 
Mstep: Class 7 contains 6296 members 
Mstep: Class 8 contains 6667 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28037 members 
Mstep: Class 11 contains 218901 members 
Mstep: Class 12 contains 49359 members 
Mstep: Class 13 contains 154440 members 
Mstep: Class 14 contains 133044 members 
Mstep: Class 15 contains 73008 members 
Mstep: Class 16 contains 89009 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 27387 members 
Mstep: Class 19 contains 4542 members 
Mstep: Class 20 contains 8471 members 
Mstep: Class 21 contains 45438 members 
Mstep: Class 22 contains 28310 members 
Mstep: Class 23 contains 8997 members 
Mstep: Class 24 contains 7643 members 
Mstep: Class 25 contains 24233 members 
Mstep: Class 26 contains 16281 members 
Mstep: Class 27 contains 6077 members 
Mstep: Class 28 contains 7812 members 
Mstep: Class 29 contains 3692 members 
Mstep: Class 30 contains 10003 members 
Mstep: Class 31 contains 25706 members 
Mstep: Class 32 contains 3350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111974768.000000 Penalty: 112659.960938
Iteration 111Q: 33 clusters Score -1.119748e+08 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 3206 members 
Mstep: Class 3 contains 81798 members 
Mstep: Class 4 contains 3437 members 
Mstep: Class 5 contains 366855 members 
Mstep: Class 6 contains 4458 members 
Mstep: Class 7 contains 6295 members 
Mstep: Class 8 contains 6681 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28029 members 
Mstep: Class 11 contains 218893 members 
Mstep: Class 12 contains 49382 members 
Mstep: Class 13 contains 154435 members 
Mstep: Class 14 contains 132565 members 
Mstep: Class 15 contains 73016 members 
Mstep: Class 16 contains 89004 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 27390 members 
Mstep: Class 19 contains 4543 members 
Mstep: Class 20 contains 8471 members 
Mstep: Class 21 contains 45437 members 
Mstep: Class 22 contains 28312 members 
Mstep: Class 23 contains 9001 members 
Mstep: Class 24 contains 7645 members 
Mstep: Class 25 contains 24243 members 
Mstep: Class 26 contains 16270 members 
Mstep: Class 27 contains 6077 members 
Mstep: Class 28 contains 7812 members 
Mstep: Class 29 contains 3696 members 
Mstep: Class 30 contains 10004 members 
Mstep: Class 31 contains 25697 members 
Mstep: Class 32 contains 3350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111974648.000000 Penalty: 112659.960938
Iteration 112Q: 33 clusters Score -1.119746e+08 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 3200 members 
Mstep: Class 3 contains 81908 members 
Mstep: Class 4 contains 3442 members 
Mstep: Class 5 contains 367200 members 
Mstep: Class 6 contains 4458 members 
Mstep: Class 7 contains 6298 members 
Mstep: Class 8 contains 6690 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28030 members 
Mstep: Class 11 contains 218904 members 
Mstep: Class 12 contains 49411 members 
Mstep: Class 13 contains 154429 members 
Mstep: Class 14 contains 132077 members 
Mstep: Class 15 contains 73020 members 
Mstep: Class 16 contains 89008 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 27390 members 
Mstep: Class 19 contains 4541 members 
Mstep: Class 20 contains 8470 members 
Mstep: Class 21 contains 45433 members 
Mstep: Class 22 contains 28310 members 
Mstep: Class 23 contains 9004 members 
Mstep: Class 24 contains 7649 members 
Mstep: Class 25 contains 24245 members 
Mstep: Class 26 contains 16256 members 
Mstep: Class 27 contains 6078 members 
Mstep: Class 28 contains 7812 members 
Mstep: Class 29 contains 3696 members 
Mstep: Class 30 contains 10006 members 
Mstep: Class 31 contains 25687 members 
Mstep: Class 32 contains 3350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111974688.000000 Penalty: 112659.960938
Iteration 113Q: 33 clusters Score -1.119747e+08 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 3196 members 
Mstep: Class 3 contains 82010 members 
Mstep: Class 4 contains 3449 members 
Mstep: Class 5 contains 367539 members 
Mstep: Class 6 contains 4457 members 
Mstep: Class 7 contains 6298 members 
Mstep: Class 8 contains 6701 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28030 members 
Mstep: Class 11 contains 218900 members 
Mstep: Class 12 contains 49434 members 
Mstep: Class 13 contains 154426 members 
Mstep: Class 14 contains 131602 members 
Mstep: Class 15 contains 73025 members 
Mstep: Class 16 contains 88999 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 27389 members 
Mstep: Class 19 contains 4541 members 
Mstep: Class 20 contains 8470 members 
Mstep: Class 21 contains 45438 members 
Mstep: Class 22 contains 28321 members 
Mstep: Class 23 contains 9007 members 
Mstep: Class 24 contains 7653 members 
Mstep: Class 25 contains 24250 members 
Mstep: Class 26 contains 16251 members 
Mstep: Class 27 contains 6078 members 
Mstep: Class 28 contains 7812 members 
Mstep: Class 29 contains 3696 members 
Mstep: Class 30 contains 10002 members 
Mstep: Class 31 contains 25679 members 
Mstep: Class 32 contains 3350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111974912.000000 Penalty: 112659.960938
Iteration 114Q: 33 clusters Score -1.119749e+08 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 3191 members 
Mstep: Class 3 contains 82108 members 
Mstep: Class 4 contains 3452 members 
Mstep: Class 5 contains 367889 members 
Mstep: Class 6 contains 4457 members 
Mstep: Class 7 contains 6297 members 
Mstep: Class 8 contains 6708 members 
Mstep: Class 9 contains 5230 members 
Mstep: Class 10 contains 28033 members 
Mstep: Class 11 contains 218864 members 
Mstep: Class 12 contains 49460 members 
Mstep: Class 13 contains 154423 members 
Mstep: Class 14 contains 131138 members 
Mstep: Class 15 contains 73035 members 
Mstep: Class 16 contains 88985 members 
Mstep: Class 17 contains 2133 members 
Mstep: Class 18 contains 27393 members 
Mstep: Class 19 contains 4542 members 
Mstep: Class 20 contains 8470 members 
Mstep: Class 21 contains 45440 members 
Mstep: Class 22 contains 28334 members 
Mstep: Class 23 contains 9010 members 
Mstep: Class 24 contains 7658 members 
Mstep: Class 25 contains 24249 members 
Mstep: Class 26 contains 16248 members 
Mstep: Class 27 contains 6079 members 
Mstep: Class 28 contains 7812 members 
Mstep: Class 29 contains 3696 members 
Mstep: Class 30 contains 10002 members 
Mstep: Class 31 contains 25678 members 
Mstep: Class 32 contains 3350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111974992.000000 Penalty: 112659.960938
Iteration 115Q: 33 clusters Score -1.11975e+08 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 3188 members 
Mstep: Class 3 contains 82179 members 
Mstep: Class 4 contains 3453 members 
Mstep: Class 5 contains 368272 members 
Mstep: Class 6 contains 4459 members 
Mstep: Class 7 contains 6291 members 
Mstep: Class 8 contains 6710 members 
Mstep: Class 9 contains 5230 members 
Mstep: Class 10 contains 28040 members 
Mstep: Class 11 contains 218833 members 
Mstep: Class 12 contains 49488 members 
Mstep: Class 13 contains 154421 members 
Mstep: Class 14 contains 130690 members 
Mstep: Class 15 contains 73035 members 
Mstep: Class 16 contains 88986 members 
Mstep: Class 17 contains 2133 members 
Mstep: Class 18 contains 27397 members 
Mstep: Class 19 contains 4543 members 
Mstep: Class 20 contains 8470 members 
Mstep: Class 21 contains 45437 members 
Mstep: Class 22 contains 28342 members 
Mstep: Class 23 contains 9011 members 
Mstep: Class 24 contains 7656 members 
Mstep: Class 25 contains 24247 members 
Mstep: Class 26 contains 16241 members 
Mstep: Class 27 contains 6079 members 
Mstep: Class 28 contains 7812 members 
Mstep: Class 29 contains 3697 members 
Mstep: Class 30 contains 10002 members 
Mstep: Class 31 contains 25672 members 
Mstep: Class 32 contains 3350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111974944.000000 Penalty: 112659.960938
Iteration 116Q: 33 clusters Score -1.119749e+08 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 3185 members 
Mstep: Class 3 contains 82236 members 
Mstep: Class 4 contains 3455 members 
Mstep: Class 5 contains 368632 members 
Mstep: Class 6 contains 4457 members 
Mstep: Class 7 contains 6291 members 
Mstep: Class 8 contains 6711 members 
Mstep: Class 9 contains 5230 members 
Mstep: Class 10 contains 28045 members 
Mstep: Class 11 contains 218822 members 
Mstep: Class 12 contains 49519 members 
Mstep: Class 13 contains 154418 members 
Mstep: Class 14 contains 130250 members 
Mstep: Class 15 contains 73038 members 
Mstep: Class 16 contains 88994 members 
Mstep: Class 17 contains 2133 members 
Mstep: Class 18 contains 27395 members 
Mstep: Class 19 contains 4543 members 
Mstep: Class 20 contains 8470 members 
Mstep: Class 21 contains 45436 members 
Mstep: Class 22 contains 28345 members 
Mstep: Class 23 contains 9012 members 
Mstep: Class 24 contains 7659 members 
Mstep: Class 25 contains 24250 members 
Mstep: Class 26 contains 16234 members 
Mstep: Class 27 contains 6079 members 
Mstep: Class 28 contains 7811 members 
Mstep: Class 29 contains 3698 members 
Mstep: Class 30 contains 10001 members 
Mstep: Class 31 contains 25665 members 
Mstep: Class 32 contains 3350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111975008.000000 Penalty: 112659.960938
Iteration 117Q: 33 clusters Score -1.11975e+08 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 3182 members 
Mstep: Class 3 contains 82306 members 
Mstep: Class 4 contains 3456 members 
Mstep: Class 5 contains 368982 members 
Mstep: Class 6 contains 4457 members 
Mstep: Class 7 contains 6289 members 
Mstep: Class 8 contains 6713 members 
Mstep: Class 9 contains 5230 members 
Mstep: Class 10 contains 28048 members 
Mstep: Class 11 contains 218817 members 
Mstep: Class 12 contains 49538 members 
Mstep: Class 13 contains 154414 members 
Mstep: Class 14 contains 129809 members 
Mstep: Class 15 contains 73036 members 
Mstep: Class 16 contains 89000 members 
Mstep: Class 17 contains 2133 members 
Mstep: Class 18 contains 27403 members 
Mstep: Class 19 contains 4543 members 
Mstep: Class 20 contains 8470 members 
Mstep: Class 21 contains 45440 members 
Mstep: Class 22 contains 28352 members 
Mstep: Class 23 contains 9014 members 
Mstep: Class 24 contains 7658 members 
Mstep: Class 25 contains 24247 members 
Mstep: Class 26 contains 16226 members 
Mstep: Class 27 contains 6079 members 
Mstep: Class 28 contains 7811 members 
Mstep: Class 29 contains 3697 members 
Mstep: Class 30 contains 10001 members 
Mstep: Class 31 contains 25663 members 
Mstep: Class 32 contains 3350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111974976.000000 Penalty: 112659.960938
Iteration 118Q: 33 clusters Score -1.11975e+08 nChanged 757
Entering ConstructFrom: 
Score: -111974976.000000 Penalty: 112659.960938
Entering ConstructFrom: 
Trying to split cluster 1 (9719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Entering Unmasked Estep 
Score: -730965.187500 Penalty: 2277.095947
	Iteration 0F: 2 clusters Score -730965.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -723529.750000 Penalty: 4554.191895
	Iteration 0F: 3 clusters Score -723529.8 nChanged 4058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -725958.687500 Penalty: 4554.191895
	Iteration 1F: 3 clusters Score -725958.7 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -726680.750000 Penalty: 4554.191895
	Iteration 2F: 3 clusters Score -726680.8 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -727338.812500 Penalty: 4554.191895
	Iteration 3F: 3 clusters Score -727338.8 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -727882.562500 Penalty: 4554.191895
	Iteration 4F: 3 clusters Score -727882.6 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -728422.750000 Penalty: 4554.191895
	Iteration 5F: 3 clusters Score -728422.8 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -728895.562500 Penalty: 4554.191895
	Iteration 6F: 3 clusters Score -728895.6 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -729325.250000 Penalty: 4554.191895
	Iteration 7F: 3 clusters Score -729325.2 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -729707.937500 Penalty: 4554.191895
	Iteration 8F: 3 clusters Score -729707.9 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -730023.500000 Penalty: 4554.191895
	Iteration 9Q: 3 clusters Score -730023.5 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -730258.812500 Penalty: 4554.191895
	Iteration 10Q: 3 clusters Score -730258.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -730410.625000 Penalty: 4554.191895
	Iteration 11Q: 3 clusters Score -730410.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -730493.250000 Penalty: 4554.191895
	Iteration 12Q: 3 clusters Score -730493.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -730555.000000 Penalty: 4554.191895
	Iteration 13Q: 3 clusters Score -730555 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -730590.187500 Penalty: 4554.191895
	Iteration 14Q: 3 clusters Score -730590.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -730619.187500 Penalty: 4554.191895
	Iteration 15Q: 3 clusters Score -730619.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -730633.687500 Penalty: 4554.191895
	Iteration 16Q: 3 clusters Score -730633.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -730647.000000 Penalty: 4554.191895
	Iteration 17Q: 3 clusters Score -730647 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -730655.437500 Penalty: 4554.191895
	Iteration 18Q: 3 clusters Score -730655.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -730663.312500 Penalty: 4554.191895
	Iteration 19Q: 3 clusters Score -730663.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -730677.250000 Penalty: 4554.191895
	Iteration 20F: 3 clusters Score -730677.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -730700.500000 Penalty: 4554.191895
	Iteration 21Q: 3 clusters Score -730700.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -730726.937500 Penalty: 4554.191895
	Iteration 22Q: 3 clusters Score -730726.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -730761.875000 Penalty: 4554.191895
	Iteration 23Q: 3 clusters Score -730761.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -730789.375000 Penalty: 4554.191895
	Iteration 24Q: 3 clusters Score -730789.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -730812.812500 Penalty: 4554.191895
	Iteration 25Q: 3 clusters Score -730812.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -730837.750000 Penalty: 4554.191895
	Iteration 26Q: 3 clusters Score -730837.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -730855.125000 Penalty: 4554.191895
	Iteration 27Q: 3 clusters Score -730855.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -730865.500000 Penalty: 4554.191895
	Iteration 28Q: 3 clusters Score -730865.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -730878.437500 Penalty: 4554.191895
	Iteration 29Q: 3 clusters Score -730878.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -730882.500000 Penalty: 4554.191895
	Iteration 30Q: 3 clusters Score -730882.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -730886.500000 Penalty: 4554.191895
	Iteration 31Q: 3 clusters Score -730886.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -730888.750000 Penalty: 4554.191895
	Iteration 32Q: 3 clusters Score -730888.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -730892.500000 Penalty: 4554.191895
	Iteration 33Q: 3 clusters Score -730892.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -730893.937500 Penalty: 4554.191895
	Iteration 34Q: 3 clusters Score -730893.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -730893.875000 Penalty: 4554.191895
	Iteration 35Q: 3 clusters Score -730893.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -730893.625000 Penalty: 4554.191895
	Iteration 36Q: 3 clusters Score -730893.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -730893.625000 Penalty: 4554.191895
	Iteration 37F: 3 clusters Score -730893.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Entering Unmasked Estep 
Score: -199735.140625 Penalty: 1999.717529
	Iteration 0F: 2 clusters Score -199735.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -196512.203125 Penalty: 3999.435059
	Iteration 0F: 3 clusters Score -196512.2 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -197736.656250 Penalty: 3999.435059
	Iteration 1F: 3 clusters Score -197736.7 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -198300.484375 Penalty: 3999.435059
	Iteration 2F: 3 clusters Score -198300.5 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -198647.781250 Penalty: 3999.435059
	Iteration 3F: 3 clusters Score -198647.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -198854.437500 Penalty: 3999.435059
	Iteration 4F: 3 clusters Score -198854.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -198976.046875 Penalty: 3999.435059
	Iteration 5Q: 3 clusters Score -198976 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -199067.359375 Penalty: 3999.435059
	Iteration 6Q: 3 clusters Score -199067.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -199133.687500 Penalty: 3999.435059
	Iteration 7Q: 3 clusters Score -199133.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -199178.031250 Penalty: 3999.435059
	Iteration 8Q: 3 clusters Score -199178 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -199209.062500 Penalty: 3999.435059
	Iteration 9Q: 3 clusters Score -199209.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -199223.812500 Penalty: 3999.435059
	Iteration 10Q: 3 clusters Score -199223.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -199235.468750 Penalty: 3999.435059
	Iteration 11Q: 3 clusters Score -199235.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -199247.000000 Penalty: 3999.435059
	Iteration 12Q: 3 clusters Score -199247 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -199268.125000 Penalty: 3999.435059
	Iteration 13Q: 3 clusters Score -199268.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -199293.390625 Penalty: 3999.435059
	Iteration 14Q: 3 clusters Score -199293.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -199304.156250 Penalty: 3999.435059
	Iteration 15Q: 3 clusters Score -199304.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -199310.484375 Penalty: 3999.435059
	Iteration 16Q: 3 clusters Score -199310.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -199312.171875 Penalty: 3999.435059
	Iteration 17Q: 3 clusters Score -199312.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -199313.953125 Penalty: 3999.435059
	Iteration 18Q: 3 clusters Score -199314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -199314.265625 Penalty: 3999.435059
	Iteration 19Q: 3 clusters Score -199314.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -199314.265625 Penalty: 3999.435059
	Iteration 20F: 3 clusters Score -199314.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (82376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82376 members 
Entering Unmasked Estep 
Score: -6656269.500000 Penalty: 2807.124268
	Iteration 0F: 2 clusters Score -6656270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41300 members 
Mstep: Class 2 contains 41076 members 
Entering Unmasked Estep 
Score: -6601017.000000 Penalty: 5614.248535
	Iteration 0F: 3 clusters Score -6601017 nChanged 38969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42165 members 
Mstep: Class 2 contains 40211 members 
Entering Unmasked Estep 
Score: -6623023.000000 Penalty: 5614.248535
	Iteration 1F: 3 clusters Score -6623023 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42405 members 
Mstep: Class 2 contains 39971 members 
Entering Unmasked Estep 
Score: -6623863.000000 Penalty: 5614.248535
	Iteration 2Q: 3 clusters Score -6623863 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42771 members 
Mstep: Class 2 contains 39605 members 
Entering Unmasked Estep 
Score: -6624623.500000 Penalty: 5614.248535
	Iteration 3Q: 3 clusters Score -6624624 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43239 members 
Mstep: Class 2 contains 39137 members 
Entering Unmasked Estep 
Score: -6625619.000000 Penalty: 5614.248535
	Iteration 4Q: 3 clusters Score -6625619 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43929 members 
Mstep: Class 2 contains 38447 members 
Entering Unmasked Estep 
Score: -6626928.000000 Penalty: 5614.248535
	Iteration 5Q: 3 clusters Score -6626928 nChanged 3626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44761 members 
Mstep: Class 2 contains 37615 members 
Entering Unmasked Estep 
Score: -6628605.000000 Penalty: 5614.248535
	Iteration 6Q: 3 clusters Score -6628605 nChanged 4022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46019 members 
Mstep: Class 2 contains 36357 members 
Entering Unmasked Estep 
Score: -6630539.000000 Penalty: 5614.248535
	Iteration 7Q: 3 clusters Score -6630539 nChanged 4261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47870 members 
Mstep: Class 2 contains 34506 members 
Entering Unmasked Estep 
Score: -6632819.000000 Penalty: 5614.248535
	Iteration 8F: 3 clusters Score -6632819 nChanged 4292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50380 members 
Mstep: Class 2 contains 31996 members 
Entering Unmasked Estep 
Score: -6635248.500000 Penalty: 5614.248535
	Iteration 9F: 3 clusters Score -6635248 nChanged 4178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53396 members 
Mstep: Class 2 contains 28980 members 
Entering Unmasked Estep 
Score: -6637540.500000 Penalty: 5614.248535
	Iteration 10F: 3 clusters Score -6637540 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56761 members 
Mstep: Class 2 contains 25615 members 
Entering Unmasked Estep 
Score: -6639707.500000 Penalty: 5614.248535
	Iteration 11Q: 3 clusters Score -6639708 nChanged 3872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60391 members 
Mstep: Class 2 contains 21985 members 
Entering Unmasked Estep 
Score: -6641948.000000 Penalty: 5614.248535
	Iteration 12Q: 3 clusters Score -6641948 nChanged 3828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64155 members 
Mstep: Class 2 contains 18221 members 
Entering Unmasked Estep 
Score: -6644265.500000 Penalty: 5614.248535
	Iteration 13Q: 3 clusters Score -6644266 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67689 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -6646473.000000 Penalty: 5614.248535
	Iteration 14Q: 3 clusters Score -6646473 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70838 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -6648376.500000 Penalty: 5614.248535
	Iteration 15Q: 3 clusters Score -6648376 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73470 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -6649960.000000 Penalty: 5614.248535
	Iteration 16Q: 3 clusters Score -6649960 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75508 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -6651077.500000 Penalty: 5614.248535
	Iteration 17Q: 3 clusters Score -6651078 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77046 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -6651952.000000 Penalty: 5614.248535
	Iteration 18Q: 3 clusters Score -6651952 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78202 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -6652551.000000 Penalty: 5614.248535
	Iteration 19Q: 3 clusters Score -6652551 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78988 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -6653037.000000 Penalty: 5614.248535
	Iteration 20F: 3 clusters Score -6653037 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79567 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -6653454.000000 Penalty: 5614.248535
	Iteration 21Q: 3 clusters Score -6653454 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79915 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -6653715.500000 Penalty: 5614.248535
	Iteration 22Q: 3 clusters Score -6653716 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80160 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -6653883.500000 Penalty: 5614.248535
	Iteration 23Q: 3 clusters Score -6653884 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80337 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -6653996.500000 Penalty: 5614.248535
	Iteration 24Q: 3 clusters Score -6653996 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80462 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -6654060.500000 Penalty: 5614.248535
	Iteration 25Q: 3 clusters Score -6654060 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80565 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -6654121.500000 Penalty: 5614.248535
	Iteration 26Q: 3 clusters Score -6654122 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80643 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -6654185.500000 Penalty: 5614.248535
	Iteration 27Q: 3 clusters Score -6654186 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80697 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -6654229.500000 Penalty: 5614.248535
	Iteration 28Q: 3 clusters Score -6654230 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80729 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -6654258.500000 Penalty: 5614.248535
	Iteration 29Q: 3 clusters Score -6654258 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80762 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -6654276.500000 Penalty: 5614.248535
	Iteration 30Q: 3 clusters Score -6654276 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80796 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -6654297.500000 Penalty: 5614.248535
	Iteration 31Q: 3 clusters Score -6654298 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80817 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -6654305.500000 Penalty: 5614.248535
	Iteration 32Q: 3 clusters Score -6654306 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80831 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -6654312.500000 Penalty: 5614.248535
	Iteration 33Q: 3 clusters Score -6654312 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80840 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -6654332.000000 Penalty: 5614.248535
	Iteration 34Q: 3 clusters Score -6654332 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80855 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -6654346.000000 Penalty: 5614.248535
	Iteration 35Q: 3 clusters Score -6654346 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80872 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -6654353.000000 Penalty: 5614.248535
	Iteration 36Q: 3 clusters Score -6654353 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80878 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -6654354.500000 Penalty: 5614.248535
	Iteration 37Q: 3 clusters Score -6654354 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80883 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -6654356.000000 Penalty: 5614.248535
	Iteration 38Q: 3 clusters Score -6654356 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80885 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -6654357.500000 Penalty: 5614.248535
	Iteration 39Q: 3 clusters Score -6654358 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80890 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -6654356.000000 Penalty: 5614.248535
	Iteration 40F: 3 clusters Score -6654356 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80889 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -6654358.000000 Penalty: 5614.248535
	Iteration 41Q: 3 clusters Score -6654358 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80892 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -6654359.000000 Penalty: 5614.248535
	Iteration 42Q: 3 clusters Score -6654359 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80897 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -6654362.000000 Penalty: 5614.248535
	Iteration 43Q: 3 clusters Score -6654362 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80907 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -6654368.500000 Penalty: 5614.248535
	Iteration 44Q: 3 clusters Score -6654368 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80903 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -6654374.500000 Penalty: 5614.248535
	Iteration 45Q: 3 clusters Score -6654374 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80909 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -6654385.500000 Penalty: 5614.248535
	Iteration 46Q: 3 clusters Score -6654386 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80911 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -6654379.000000 Penalty: 5614.248535
	Iteration 47Q: 3 clusters Score -6654379 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80915 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -6654367.000000 Penalty: 5614.248535
	Iteration 48Q: 3 clusters Score -6654367 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80915 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -6654376.500000 Penalty: 5614.248535
	Iteration 49Q: 3 clusters Score -6654376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80911 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -6654377.500000 Penalty: 5614.248535
	Iteration 50Q: 3 clusters Score -6654378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80911 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -6654377.000000 Penalty: 5614.248535
	Iteration 51Q: 3 clusters Score -6654377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80913 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -6654379.500000 Penalty: 5614.248535
	Iteration 52Q: 3 clusters Score -6654380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80915 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -6654378.000000 Penalty: 5614.248535
	Iteration 53Q: 3 clusters Score -6654378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80921 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -6654380.000000 Penalty: 5614.248535
	Iteration 54Q: 3 clusters Score -6654380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80927 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -6654382.500000 Penalty: 5614.248535
	Iteration 55Q: 3 clusters Score -6654382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80928 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -6654384.500000 Penalty: 5614.248535
	Iteration 56Q: 3 clusters Score -6654384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80931 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -6654386.500000 Penalty: 5614.248535
	Iteration 57Q: 3 clusters Score -6654386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80933 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -6654389.500000 Penalty: 5614.248535
	Iteration 58Q: 3 clusters Score -6654390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80934 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -6654392.000000 Penalty: 5614.248535
	Iteration 59Q: 3 clusters Score -6654392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80934 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -6654392.000000 Penalty: 5614.248535
	Iteration 60F: 3 clusters Score -6654392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Entering Unmasked Estep 
Score: -230853.750000 Penalty: 2020.886230
	Iteration 0F: 2 clusters Score -230853.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -227326.968750 Penalty: 4041.772461
	Iteration 0F: 3 clusters Score -227327 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -228069.640625 Penalty: 4041.772461
	Iteration 1F: 3 clusters Score -228069.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -228204.250000 Penalty: 4041.772461
	Iteration 2F: 3 clusters Score -228204.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -228293.578125 Penalty: 4041.772461
	Iteration 3Q: 3 clusters Score -228293.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -228363.734375 Penalty: 4041.772461
	Iteration 4Q: 3 clusters Score -228363.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -228422.703125 Penalty: 4041.772461
	Iteration 5Q: 3 clusters Score -228422.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -228480.234375 Penalty: 4041.772461
	Iteration 6Q: 3 clusters Score -228480.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -228531.265625 Penalty: 4041.772461
	Iteration 7Q: 3 clusters Score -228531.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -228569.843750 Penalty: 4041.772461
	Iteration 8Q: 3 clusters Score -228569.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -228599.015625 Penalty: 4041.772461
	Iteration 9Q: 3 clusters Score -228599 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -228622.703125 Penalty: 4041.772461
	Iteration 10Q: 3 clusters Score -228622.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -228652.203125 Penalty: 4041.772461
	Iteration 11Q: 3 clusters Score -228652.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -228675.593750 Penalty: 4041.772461
	Iteration 12Q: 3 clusters Score -228675.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -228706.562500 Penalty: 4041.772461
	Iteration 13Q: 3 clusters Score -228706.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -228738.687500 Penalty: 4041.772461
	Iteration 14Q: 3 clusters Score -228738.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -228765.734375 Penalty: 4041.772461
	Iteration 15Q: 3 clusters Score -228765.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -228794.484375 Penalty: 4041.772461
	Iteration 16Q: 3 clusters Score -228794.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -228827.515625 Penalty: 4041.772461
	Iteration 17Q: 3 clusters Score -228827.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -228853.703125 Penalty: 4041.772461
	Iteration 18Q: 3 clusters Score -228853.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -228871.984375 Penalty: 4041.772461
	Iteration 19Q: 3 clusters Score -228872 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -228887.062500 Penalty: 4041.772461
	Iteration 20F: 3 clusters Score -228887.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -228912.765625 Penalty: 4041.772461
	Iteration 21Q: 3 clusters Score -228912.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -228938.390625 Penalty: 4041.772461
	Iteration 22Q: 3 clusters Score -228938.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -228967.187500 Penalty: 4041.772461
	Iteration 23Q: 3 clusters Score -228967.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -228994.890625 Penalty: 4041.772461
	Iteration 24Q: 3 clusters Score -228994.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -229014.484375 Penalty: 4041.772461
	Iteration 25Q: 3 clusters Score -229014.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -229039.812500 Penalty: 4041.772461
	Iteration 26Q: 3 clusters Score -229039.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -229066.921875 Penalty: 4041.772461
	Iteration 27Q: 3 clusters Score -229066.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -229089.187500 Penalty: 4041.772461
	Iteration 28Q: 3 clusters Score -229089.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -229113.359375 Penalty: 4041.772461
	Iteration 29Q: 3 clusters Score -229113.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -229135.750000 Penalty: 4041.772461
	Iteration 30Q: 3 clusters Score -229135.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -229154.531250 Penalty: 4041.772461
	Iteration 31Q: 3 clusters Score -229154.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -229166.578125 Penalty: 4041.772461
	Iteration 32Q: 3 clusters Score -229166.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -229178.593750 Penalty: 4041.772461
	Iteration 33Q: 3 clusters Score -229178.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -229191.578125 Penalty: 4041.772461
	Iteration 34Q: 3 clusters Score -229191.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -229211.281250 Penalty: 4041.772461
	Iteration 35Q: 3 clusters Score -229211.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -229227.953125 Penalty: 4041.772461
	Iteration 36Q: 3 clusters Score -229228 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -229241.937500 Penalty: 4041.772461
	Iteration 37Q: 3 clusters Score -229241.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -229249.718750 Penalty: 4041.772461
	Iteration 38Q: 3 clusters Score -229249.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -229255.375000 Penalty: 4041.772461
	Iteration 39Q: 3 clusters Score -229255.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -229261.453125 Penalty: 4041.772461
	Iteration 40F: 3 clusters Score -229261.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -229270.796875 Penalty: 4041.772461
	Iteration 41Q: 3 clusters Score -229270.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -229283.546875 Penalty: 4041.772461
	Iteration 42Q: 3 clusters Score -229283.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -229293.171875 Penalty: 4041.772461
	Iteration 43Q: 3 clusters Score -229293.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -229300.156250 Penalty: 4041.772461
	Iteration 44Q: 3 clusters Score -229300.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -229308.531250 Penalty: 4041.772461
	Iteration 45Q: 3 clusters Score -229308.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -229315.765625 Penalty: 4041.772461
	Iteration 46Q: 3 clusters Score -229315.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -229321.125000 Penalty: 4041.772461
	Iteration 47Q: 3 clusters Score -229321.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -229324.828125 Penalty: 4041.772461
	Iteration 48Q: 3 clusters Score -229324.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -229330.531250 Penalty: 4041.772461
	Iteration 49Q: 3 clusters Score -229330.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -229333.218750 Penalty: 4041.772461
	Iteration 50Q: 3 clusters Score -229333.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -229334.437500 Penalty: 4041.772461
	Iteration 51Q: 3 clusters Score -229334.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -229337.203125 Penalty: 4041.772461
	Iteration 52Q: 3 clusters Score -229337.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -229341.156250 Penalty: 4041.772461
	Iteration 53Q: 3 clusters Score -229341.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -229345.156250 Penalty: 4041.772461
	Iteration 54Q: 3 clusters Score -229345.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -229350.250000 Penalty: 4041.772461
	Iteration 55Q: 3 clusters Score -229350.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -229354.781250 Penalty: 4041.772461
	Iteration 56Q: 3 clusters Score -229354.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -229358.875000 Penalty: 4041.772461
	Iteration 57Q: 3 clusters Score -229358.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -229362.546875 Penalty: 4041.772461
	Iteration 58Q: 3 clusters Score -229362.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -229364.843750 Penalty: 4041.772461
	Iteration 59Q: 3 clusters Score -229364.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -229366.531250 Penalty: 4041.772461
	Iteration 60F: 3 clusters Score -229366.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -229369.468750 Penalty: 4041.772461
	Iteration 61Q: 3 clusters Score -229369.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -229370.546875 Penalty: 4041.772461
	Iteration 62Q: 3 clusters Score -229370.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -229371.281250 Penalty: 4041.772461
	Iteration 63Q: 3 clusters Score -229371.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -229371.875000 Penalty: 4041.772461
	Iteration 64Q: 3 clusters Score -229371.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -229373.500000 Penalty: 4041.772461
	Iteration 65Q: 3 clusters Score -229373.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -229375.546875 Penalty: 4041.772461
	Iteration 66Q: 3 clusters Score -229375.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -229376.234375 Penalty: 4041.772461
	Iteration 67Q: 3 clusters Score -229376.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -229376.718750 Penalty: 4041.772461
	Iteration 68Q: 3 clusters Score -229376.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -229376.718750 Penalty: 4041.772461
	Iteration 69F: 3 clusters Score -229376.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (369329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369329 members 
Entering Unmasked Estep 
Score: -29291710.000000 Penalty: 3179.221680
	Iteration 0F: 2 clusters Score -2.929171e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184745 members 
Mstep: Class 2 contains 184584 members 
Entering Unmasked Estep 
Score: -29042270.000000 Penalty: 6358.443359
	Iteration 0F: 3 clusters Score -2.904227e+07 nChanged 179746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185705 members 
Mstep: Class 2 contains 183624 members 
Entering Unmasked Estep 
Score: -29150026.000000 Penalty: 6358.443359
	Iteration 1F: 3 clusters Score -2.915003e+07 nChanged 8916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186425 members 
Mstep: Class 2 contains 182904 members 
Entering Unmasked Estep 
Score: -29151252.000000 Penalty: 6358.443359
	Iteration 2Q: 3 clusters Score -2.915125e+07 nChanged 9313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187612 members 
Mstep: Class 2 contains 181717 members 
Entering Unmasked Estep 
Score: -29153286.000000 Penalty: 6358.443359
	Iteration 3Q: 3 clusters Score -2.915329e+07 nChanged 10416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189554 members 
Mstep: Class 2 contains 179775 members 
Entering Unmasked Estep 
Score: -29155962.000000 Penalty: 6358.443359
	Iteration 4Q: 3 clusters Score -2.915596e+07 nChanged 11852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192570 members 
Mstep: Class 2 contains 176759 members 
Entering Unmasked Estep 
Score: -29159626.000000 Penalty: 6358.443359
	Iteration 5Q: 3 clusters Score -2.915963e+07 nChanged 13518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197050 members 
Mstep: Class 2 contains 172279 members 
Entering Unmasked Estep 
Score: -29163970.000000 Penalty: 6358.443359
	Iteration 6Q: 3 clusters Score -2.916397e+07 nChanged 15678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203316 members 
Mstep: Class 2 contains 166013 members 
Entering Unmasked Estep 
Score: -29170470.000000 Penalty: 6358.443359
	Iteration 7Q: 3 clusters Score -2.917047e+07 nChanged 18079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211975 members 
Mstep: Class 2 contains 157354 members 
Entering Unmasked Estep 
Score: -29180630.000000 Penalty: 6358.443359
	Iteration 8Q: 3 clusters Score -2.918063e+07 nChanged 20579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223014 members 
Mstep: Class 2 contains 146315 members 
Entering Unmasked Estep 
Score: -29194194.000000 Penalty: 6358.443359
	Iteration 9F: 3 clusters Score -2.919419e+07 nChanged 22248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234832 members 
Mstep: Class 2 contains 134497 members 
Entering Unmasked Estep 
Score: -29210554.000000 Penalty: 6358.443359
	Iteration 10F: 3 clusters Score -2.921055e+07 nChanged 21040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244966 members 
Mstep: Class 2 contains 124363 members 
Entering Unmasked Estep 
Score: -29224018.000000 Penalty: 6358.443359
	Iteration 11F: 3 clusters Score -2.922402e+07 nChanged 17063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253171 members 
Mstep: Class 2 contains 116158 members 
Entering Unmasked Estep 
Score: -29232242.000000 Penalty: 6358.443359
	Iteration 12Q: 3 clusters Score -2.923224e+07 nChanged 12007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260086 members 
Mstep: Class 2 contains 109243 members 
Entering Unmasked Estep 
Score: -29236460.000000 Penalty: 6358.443359
	Iteration 13Q: 3 clusters Score -2.923646e+07 nChanged 8383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266745 members 
Mstep: Class 2 contains 102584 members 
Entering Unmasked Estep 
Score: -29239124.000000 Penalty: 6358.443359
	Iteration 14Q: 3 clusters Score -2.923912e+07 nChanged 7108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273465 members 
Mstep: Class 2 contains 95864 members 
Entering Unmasked Estep 
Score: -29241538.000000 Penalty: 6358.443359
	Iteration 15Q: 3 clusters Score -2.924154e+07 nChanged 7084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280397 members 
Mstep: Class 2 contains 88932 members 
Entering Unmasked Estep 
Score: -29244030.000000 Penalty: 6358.443359
	Iteration 16Q: 3 clusters Score -2.924403e+07 nChanged 7363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287660 members 
Mstep: Class 2 contains 81669 members 
Entering Unmasked Estep 
Score: -29247042.000000 Penalty: 6358.443359
	Iteration 17Q: 3 clusters Score -2.924704e+07 nChanged 7504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295092 members 
Mstep: Class 2 contains 74237 members 
Entering Unmasked Estep 
Score: -29250206.000000 Penalty: 6358.443359
	Iteration 18Q: 3 clusters Score -2.925021e+07 nChanged 7706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302734 members 
Mstep: Class 2 contains 66595 members 
Entering Unmasked Estep 
Score: -29253622.000000 Penalty: 6358.443359
	Iteration 19Q: 3 clusters Score -2.925362e+07 nChanged 7798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310462 members 
Mstep: Class 2 contains 58867 members 
Entering Unmasked Estep 
Score: -29257406.000000 Penalty: 6358.443359
	Iteration 20F: 3 clusters Score -2.925741e+07 nChanged 7670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318084 members 
Mstep: Class 2 contains 51245 members 
Entering Unmasked Estep 
Score: -29261268.000000 Penalty: 6358.443359
	Iteration 21Q: 3 clusters Score -2.926127e+07 nChanged 7507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325537 members 
Mstep: Class 2 contains 43792 members 
Entering Unmasked Estep 
Score: -29265744.000000 Penalty: 6358.443359
	Iteration 22Q: 3 clusters Score -2.926574e+07 nChanged 7276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332745 members 
Mstep: Class 2 contains 36584 members 
Entering Unmasked Estep 
Score: -29270270.000000 Penalty: 6358.443359
	Iteration 23Q: 3 clusters Score -2.927027e+07 nChanged 6660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339311 members 
Mstep: Class 2 contains 30018 members 
Entering Unmasked Estep 
Score: -29274800.000000 Penalty: 6358.443359
	Iteration 24Q: 3 clusters Score -2.92748e+07 nChanged 5874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345113 members 
Mstep: Class 2 contains 24216 members 
Entering Unmasked Estep 
Score: -29278498.000000 Penalty: 6358.443359
	Iteration 25Q: 3 clusters Score -2.92785e+07 nChanged 4914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349915 members 
Mstep: Class 2 contains 19414 members 
Entering Unmasked Estep 
Score: -29282344.000000 Penalty: 6358.443359
	Iteration 26Q: 3 clusters Score -2.928234e+07 nChanged 4026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353759 members 
Mstep: Class 2 contains 15570 members 
Entering Unmasked Estep 
Score: -29285514.000000 Penalty: 6358.443359
	Iteration 27Q: 3 clusters Score -2.928551e+07 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356578 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -29287826.000000 Penalty: 6358.443359
	Iteration 28Q: 3 clusters Score -2.928783e+07 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358436 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -29289512.000000 Penalty: 6358.443359
	Iteration 29Q: 3 clusters Score -2.928951e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359696 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -29290674.000000 Penalty: 6358.443359
	Iteration 30Q: 3 clusters Score -2.929067e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360508 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -29291518.000000 Penalty: 6358.443359
	Iteration 31Q: 3 clusters Score -2.929152e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360974 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -29291892.000000 Penalty: 6358.443359
	Iteration 32Q: 3 clusters Score -2.929189e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361296 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -29292128.000000 Penalty: 6358.443359
	Iteration 33Q: 3 clusters Score -2.929213e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361522 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -29292210.000000 Penalty: 6358.443359
	Iteration 34Q: 3 clusters Score -2.929221e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361671 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -29292220.000000 Penalty: 6358.443359
	Iteration 35Q: 3 clusters Score -2.929222e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361768 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -29292232.000000 Penalty: 6358.443359
	Iteration 36Q: 3 clusters Score -2.929223e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361824 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -29292234.000000 Penalty: 6358.443359
	Iteration 37Q: 3 clusters Score -2.929223e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361862 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -29292246.000000 Penalty: 6358.443359
	Iteration 38Q: 3 clusters Score -2.929225e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361892 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -29292240.000000 Penalty: 6358.443359
	Iteration 39Q: 3 clusters Score -2.929224e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361917 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -29292330.000000 Penalty: 6358.443359
	Iteration 40F: 3 clusters Score -2.929233e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361875 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -29292322.000000 Penalty: 6358.443359
	Iteration 41Q: 3 clusters Score -2.929232e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361842 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -29292312.000000 Penalty: 6358.443359
	Iteration 42Q: 3 clusters Score -2.929231e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361815 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -29292328.000000 Penalty: 6358.443359
	Iteration 43Q: 3 clusters Score -2.929233e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361797 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -29292368.000000 Penalty: 6358.443359
	Iteration 44Q: 3 clusters Score -2.929237e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361773 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -29292380.000000 Penalty: 6358.443359
	Iteration 45Q: 3 clusters Score -2.929238e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361763 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -29292440.000000 Penalty: 6358.443359
	Iteration 46Q: 3 clusters Score -2.929244e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361760 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -29292414.000000 Penalty: 6358.443359
	Iteration 47Q: 3 clusters Score -2.929241e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361750 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -29292414.000000 Penalty: 6358.443359
	Iteration 48Q: 3 clusters Score -2.929241e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361744 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -29292410.000000 Penalty: 6358.443359
	Iteration 49Q: 3 clusters Score -2.929241e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361745 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -29292412.000000 Penalty: 6358.443359
	Iteration 50Q: 3 clusters Score -2.929241e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361745 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -29292408.000000 Penalty: 6358.443359
	Iteration 51Q: 3 clusters Score -2.929241e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361747 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -29292394.000000 Penalty: 6358.443359
	Iteration 52Q: 3 clusters Score -2.929239e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361749 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -29292388.000000 Penalty: 6358.443359
	Iteration 53Q: 3 clusters Score -2.929239e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361749 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -29292362.000000 Penalty: 6358.443359
	Iteration 54Q: 3 clusters Score -2.929236e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361747 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -29292380.000000 Penalty: 6358.443359
	Iteration 55Q: 3 clusters Score -2.929238e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361749 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -29292372.000000 Penalty: 6358.443359
	Iteration 56Q: 3 clusters Score -2.929237e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361750 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -29292392.000000 Penalty: 6358.443359
	Iteration 57Q: 3 clusters Score -2.929239e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361752 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -29292394.000000 Penalty: 6358.443359
	Iteration 58Q: 3 clusters Score -2.929239e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361754 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -29292384.000000 Penalty: 6358.443359
	Iteration 59Q: 3 clusters Score -2.929238e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361755 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -29292378.000000 Penalty: 6358.443359
	Iteration 60F: 3 clusters Score -2.929238e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361756 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -29292388.000000 Penalty: 6358.443359
	Iteration 61Q: 3 clusters Score -2.929239e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361753 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -29292374.000000 Penalty: 6358.443359
	Iteration 62Q: 3 clusters Score -2.929237e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361752 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -29292372.000000 Penalty: 6358.443359
	Iteration 63Q: 3 clusters Score -2.929237e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361753 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -29292386.000000 Penalty: 6358.443359
	Iteration 64Q: 3 clusters Score -2.929239e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361756 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -29292388.000000 Penalty: 6358.443359
	Iteration 65Q: 3 clusters Score -2.929239e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361759 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -29292392.000000 Penalty: 6358.443359
	Iteration 66Q: 3 clusters Score -2.929239e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361760 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -29292398.000000 Penalty: 6358.443359
	Iteration 67Q: 3 clusters Score -2.92924e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361760 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -29292388.000000 Penalty: 6358.443359
	Iteration 68Q: 3 clusters Score -2.929239e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361758 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -29292392.000000 Penalty: 6358.443359
	Iteration 69Q: 3 clusters Score -2.929239e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361758 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -29292392.000000 Penalty: 6358.443359
	Iteration 70Q: 3 clusters Score -2.929239e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361758 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -29292392.000000 Penalty: 6358.443359
	Iteration 71F: 3 clusters Score -2.929239e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 3176 members 
Mstep: Class 3 contains 82376 members 
Mstep: Class 4 contains 3459 members 
Mstep: Class 5 contains 361758 members 
Mstep: Class 6 contains 4457 members 
Mstep: Class 7 contains 6286 members 
Mstep: Class 8 contains 6716 members 
Mstep: Class 9 contains 5230 members 
Mstep: Class 10 contains 28048 members 
Mstep: Class 11 contains 218817 members 
Mstep: Class 12 contains 49563 members 
Mstep: Class 13 contains 154410 members 
Mstep: Class 14 contains 129369 members 
Mstep: Class 15 contains 73045 members 
Mstep: Class 16 contains 88984 members 
Mstep: Class 17 contains 2134 members 
Mstep: Class 18 contains 27404 members 
Mstep: Class 19 contains 4542 members 
Mstep: Class 20 contains 8470 members 
Mstep: Class 21 contains 45443 members 
Mstep: Class 22 contains 28360 members 
Mstep: Class 23 contains 9016 members 
Mstep: Class 24 contains 7661 members 
Mstep: Class 25 contains 24256 members 
Mstep: Class 26 contains 16215 members 
Mstep: Class 27 contains 6079 members 
Mstep: Class 28 contains 7811 members 
Mstep: Class 29 contains 3697 members 
Mstep: Class 30 contains 10000 members 
Mstep: Class 31 contains 25658 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 7571 members 
Entering Unmasked Estep 
Score: -111974944.000000 Penalty: 116180.585938
Splitting cluster 5 changes total score from -111974976.000000 to -111974944.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (4457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Entering Unmasked Estep 
Score: -343755.531250 Penalty: 2083.753418
	Iteration 0F: 2 clusters Score -343755.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -339521.031250 Penalty: 4167.506836
	Iteration 0F: 3 clusters Score -339521 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -340517.000000 Penalty: 4167.506836
	Iteration 1F: 3 clusters Score -340517 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -340683.343750 Penalty: 4167.506836
	Iteration 2F: 3 clusters Score -340683.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -340772.593750 Penalty: 4167.506836
	Iteration 3Q: 3 clusters Score -340772.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -340831.500000 Penalty: 4167.506836
	Iteration 4Q: 3 clusters Score -340831.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -340885.281250 Penalty: 4167.506836
	Iteration 5Q: 3 clusters Score -340885.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -340930.718750 Penalty: 4167.506836
	Iteration 6Q: 3 clusters Score -340930.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -340985.593750 Penalty: 4167.506836
	Iteration 7Q: 3 clusters Score -340985.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -341025.937500 Penalty: 4167.506836
	Iteration 8Q: 3 clusters Score -341025.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -341070.437500 Penalty: 4167.506836
	Iteration 9Q: 3 clusters Score -341070.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -341106.593750 Penalty: 4167.506836
	Iteration 10Q: 3 clusters Score -341106.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -341135.125000 Penalty: 4167.506836
	Iteration 11Q: 3 clusters Score -341135.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -341160.875000 Penalty: 4167.506836
	Iteration 12Q: 3 clusters Score -341160.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -341191.906250 Penalty: 4167.506836
	Iteration 13Q: 3 clusters Score -341191.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -341228.593750 Penalty: 4167.506836
	Iteration 14Q: 3 clusters Score -341228.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -341272.093750 Penalty: 4167.506836
	Iteration 15Q: 3 clusters Score -341272.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -341311.468750 Penalty: 4167.506836
	Iteration 16Q: 3 clusters Score -341311.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -341353.093750 Penalty: 4167.506836
	Iteration 17Q: 3 clusters Score -341353.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -341392.687500 Penalty: 4167.506836
	Iteration 18Q: 3 clusters Score -341392.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -341434.343750 Penalty: 4167.506836
	Iteration 19Q: 3 clusters Score -341434.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -341471.156250 Penalty: 4167.506836
	Iteration 20F: 3 clusters Score -341471.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -341507.187500 Penalty: 4167.506836
	Iteration 21Q: 3 clusters Score -341507.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -341553.406250 Penalty: 4167.506836
	Iteration 22Q: 3 clusters Score -341553.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -341602.125000 Penalty: 4167.506836
	Iteration 23Q: 3 clusters Score -341602.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -341648.625000 Penalty: 4167.506836
	Iteration 24Q: 3 clusters Score -341648.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -341691.500000 Penalty: 4167.506836
	Iteration 25Q: 3 clusters Score -341691.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -341736.093750 Penalty: 4167.506836
	Iteration 26Q: 3 clusters Score -341736.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -341777.187500 Penalty: 4167.506836
	Iteration 27Q: 3 clusters Score -341777.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -341828.406250 Penalty: 4167.506836
	Iteration 28Q: 3 clusters Score -341828.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -341866.500000 Penalty: 4167.506836
	Iteration 29Q: 3 clusters Score -341866.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -341897.593750 Penalty: 4167.506836
	Iteration 30Q: 3 clusters Score -341897.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -341934.093750 Penalty: 4167.506836
	Iteration 31Q: 3 clusters Score -341934.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -341953.937500 Penalty: 4167.506836
	Iteration 32Q: 3 clusters Score -341953.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -341968.937500 Penalty: 4167.506836
	Iteration 33Q: 3 clusters Score -341968.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -341979.312500 Penalty: 4167.506836
	Iteration 34Q: 3 clusters Score -341979.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -341989.562500 Penalty: 4167.506836
	Iteration 35Q: 3 clusters Score -341989.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -341997.000000 Penalty: 4167.506836
	Iteration 36Q: 3 clusters Score -341997 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -342001.343750 Penalty: 4167.506836
	Iteration 37Q: 3 clusters Score -342001.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -342006.375000 Penalty: 4167.506836
	Iteration 38Q: 3 clusters Score -342006.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -342008.656250 Penalty: 4167.506836
	Iteration 39Q: 3 clusters Score -342008.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -342012.187500 Penalty: 4167.506836
	Iteration 40F: 3 clusters Score -342012.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -342012.875000 Penalty: 4167.506836
	Iteration 41Q: 3 clusters Score -342012.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -342016.312500 Penalty: 4167.506836
	Iteration 42Q: 3 clusters Score -342016.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -342017.437500 Penalty: 4167.506836
	Iteration 43Q: 3 clusters Score -342017.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -342019.593750 Penalty: 4167.506836
	Iteration 44Q: 3 clusters Score -342019.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -342023.187500 Penalty: 4167.506836
	Iteration 45Q: 3 clusters Score -342023.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -342025.468750 Penalty: 4167.506836
	Iteration 46Q: 3 clusters Score -342025.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -342028.093750 Penalty: 4167.506836
	Iteration 47Q: 3 clusters Score -342028.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -342030.687500 Penalty: 4167.506836
	Iteration 48Q: 3 clusters Score -342030.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -342032.125000 Penalty: 4167.506836
	Iteration 49Q: 3 clusters Score -342032.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -342033.000000 Penalty: 4167.506836
	Iteration 50Q: 3 clusters Score -342033 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -342037.531250 Penalty: 4167.506836
	Iteration 51Q: 3 clusters Score -342037.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -342041.156250 Penalty: 4167.506836
	Iteration 52Q: 3 clusters Score -342041.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -342044.375000 Penalty: 4167.506836
	Iteration 53Q: 3 clusters Score -342044.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -342045.500000 Penalty: 4167.506836
	Iteration 54Q: 3 clusters Score -342045.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -342046.875000 Penalty: 4167.506836
	Iteration 55Q: 3 clusters Score -342046.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -342047.750000 Penalty: 4167.506836
	Iteration 56Q: 3 clusters Score -342047.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -342048.156250 Penalty: 4167.506836
	Iteration 57Q: 3 clusters Score -342048.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -342049.562500 Penalty: 4167.506836
	Iteration 58Q: 3 clusters Score -342049.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -342050.875000 Penalty: 4167.506836
	Iteration 59Q: 3 clusters Score -342050.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -342051.875000 Penalty: 4167.506836
	Iteration 60F: 3 clusters Score -342051.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -342053.437500 Penalty: 4167.506836
	Iteration 61Q: 3 clusters Score -342053.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -342054.562500 Penalty: 4167.506836
	Iteration 62Q: 3 clusters Score -342054.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -342056.187500 Penalty: 4167.506836
	Iteration 63Q: 3 clusters Score -342056.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -342059.781250 Penalty: 4167.506836
	Iteration 64Q: 3 clusters Score -342059.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -342064.687500 Penalty: 4167.506836
	Iteration 65Q: 3 clusters Score -342064.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -342069.093750 Penalty: 4167.506836
	Iteration 66Q: 3 clusters Score -342069.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -342075.406250 Penalty: 4167.506836
	Iteration 67Q: 3 clusters Score -342075.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -342081.031250 Penalty: 4167.506836
	Iteration 68Q: 3 clusters Score -342081 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -342085.312500 Penalty: 4167.506836
	Iteration 69Q: 3 clusters Score -342085.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -342092.062500 Penalty: 4167.506836
	Iteration 70Q: 3 clusters Score -342092.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -342097.468750 Penalty: 4167.506836
	Iteration 71Q: 3 clusters Score -342097.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -342101.125000 Penalty: 4167.506836
	Iteration 72Q: 3 clusters Score -342101.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -342104.218750 Penalty: 4167.506836
	Iteration 73Q: 3 clusters Score -342104.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -342108.656250 Penalty: 4167.506836
	Iteration 74Q: 3 clusters Score -342108.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -342110.281250 Penalty: 4167.506836
	Iteration 75Q: 3 clusters Score -342110.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -342111.531250 Penalty: 4167.506836
	Iteration 76Q: 3 clusters Score -342111.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -342113.000000 Penalty: 4167.506836
	Iteration 77Q: 3 clusters Score -342113 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -342113.000000 Penalty: 4167.506836
	Iteration 78F: 3 clusters Score -342113 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Entering Unmasked Estep 
Score: -492840.937500 Penalty: 2169.027832
	Iteration 0F: 2 clusters Score -492840.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -487493.937500 Penalty: 4338.055664
	Iteration 0F: 3 clusters Score -487493.9 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -488783.750000 Penalty: 4338.055664
	Iteration 1F: 3 clusters Score -488783.8 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -489008.875000 Penalty: 4338.055664
	Iteration 2F: 3 clusters Score -489008.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -489153.625000 Penalty: 4338.055664
	Iteration 3Q: 3 clusters Score -489153.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -489257.156250 Penalty: 4338.055664
	Iteration 4Q: 3 clusters Score -489257.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -489340.593750 Penalty: 4338.055664
	Iteration 5Q: 3 clusters Score -489340.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -489390.312500 Penalty: 4338.055664
	Iteration 6Q: 3 clusters Score -489390.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -489441.687500 Penalty: 4338.055664
	Iteration 7Q: 3 clusters Score -489441.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -489499.468750 Penalty: 4338.055664
	Iteration 8Q: 3 clusters Score -489499.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -489554.156250 Penalty: 4338.055664
	Iteration 9Q: 3 clusters Score -489554.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -489619.250000 Penalty: 4338.055664
	Iteration 10Q: 3 clusters Score -489619.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -489690.625000 Penalty: 4338.055664
	Iteration 11Q: 3 clusters Score -489690.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -489762.968750 Penalty: 4338.055664
	Iteration 12Q: 3 clusters Score -489763 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -489839.750000 Penalty: 4338.055664
	Iteration 13Q: 3 clusters Score -489839.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -489922.000000 Penalty: 4338.055664
	Iteration 14Q: 3 clusters Score -489922 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -490024.343750 Penalty: 4338.055664
	Iteration 15Q: 3 clusters Score -490024.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -490126.000000 Penalty: 4338.055664
	Iteration 16Q: 3 clusters Score -490126 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -490223.406250 Penalty: 4338.055664
	Iteration 17Q: 3 clusters Score -490223.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -490302.375000 Penalty: 4338.055664
	Iteration 18Q: 3 clusters Score -490302.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -490367.218750 Penalty: 4338.055664
	Iteration 19Q: 3 clusters Score -490367.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -490431.281250 Penalty: 4338.055664
	Iteration 20F: 3 clusters Score -490431.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -490491.156250 Penalty: 4338.055664
	Iteration 21Q: 3 clusters Score -490491.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -490551.625000 Penalty: 4338.055664
	Iteration 22Q: 3 clusters Score -490551.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -490614.375000 Penalty: 4338.055664
	Iteration 23Q: 3 clusters Score -490614.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -490664.375000 Penalty: 4338.055664
	Iteration 24Q: 3 clusters Score -490664.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -490713.875000 Penalty: 4338.055664
	Iteration 25Q: 3 clusters Score -490713.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -490752.375000 Penalty: 4338.055664
	Iteration 26Q: 3 clusters Score -490752.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -490791.531250 Penalty: 4338.055664
	Iteration 27Q: 3 clusters Score -490791.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -490820.562500 Penalty: 4338.055664
	Iteration 28Q: 3 clusters Score -490820.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -490838.812500 Penalty: 4338.055664
	Iteration 29Q: 3 clusters Score -490838.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -490855.812500 Penalty: 4338.055664
	Iteration 30Q: 3 clusters Score -490855.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -490867.093750 Penalty: 4338.055664
	Iteration 31Q: 3 clusters Score -490867.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -490876.687500 Penalty: 4338.055664
	Iteration 32Q: 3 clusters Score -490876.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -490885.437500 Penalty: 4338.055664
	Iteration 33Q: 3 clusters Score -490885.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -490892.281250 Penalty: 4338.055664
	Iteration 34Q: 3 clusters Score -490892.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -490898.875000 Penalty: 4338.055664
	Iteration 35Q: 3 clusters Score -490898.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -490902.468750 Penalty: 4338.055664
	Iteration 36Q: 3 clusters Score -490902.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -490906.593750 Penalty: 4338.055664
	Iteration 37Q: 3 clusters Score -490906.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -490909.875000 Penalty: 4338.055664
	Iteration 38Q: 3 clusters Score -490909.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -490912.406250 Penalty: 4338.055664
	Iteration 39Q: 3 clusters Score -490912.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -490914.125000 Penalty: 4338.055664
	Iteration 40F: 3 clusters Score -490914.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -490916.156250 Penalty: 4338.055664
	Iteration 41Q: 3 clusters Score -490916.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -490917.781250 Penalty: 4338.055664
	Iteration 42Q: 3 clusters Score -490917.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -490917.906250 Penalty: 4338.055664
	Iteration 43Q: 3 clusters Score -490917.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -490919.156250 Penalty: 4338.055664
	Iteration 44Q: 3 clusters Score -490919.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -490919.156250 Penalty: 4338.055664
	Iteration 45F: 3 clusters Score -490919.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Entering Unmasked Estep 
Score: -525067.625000 Penalty: 2185.437500
	Iteration 0F: 2 clusters Score -525067.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -519405.656250 Penalty: 4370.875000
	Iteration 0F: 3 clusters Score -519405.7 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -520921.125000 Penalty: 4370.875000
	Iteration 1F: 3 clusters Score -520921.1 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -521303.531250 Penalty: 4370.875000
	Iteration 2F: 3 clusters Score -521303.5 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -521740.281250 Penalty: 4370.875000
	Iteration 3F: 3 clusters Score -521740.3 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -522241.406250 Penalty: 4370.875000
	Iteration 4F: 3 clusters Score -522241.4 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -522799.281250 Penalty: 4370.875000
	Iteration 5F: 3 clusters Score -522799.3 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -523401.500000 Penalty: 4370.875000
	Iteration 6F: 3 clusters Score -523401.5 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -523961.250000 Penalty: 4370.875000
	Iteration 7F: 3 clusters Score -523961.2 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -524463.937500 Penalty: 4370.875000
	Iteration 8F: 3 clusters Score -524463.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -524829.187500 Penalty: 4370.875000
	Iteration 9Q: 3 clusters Score -524829.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -525011.625000 Penalty: 4370.875000
	Iteration 10Q: 3 clusters Score -525011.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -525111.125000 Penalty: 4370.875000
	Iteration 11Q: 3 clusters Score -525111.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -525175.437500 Penalty: 4370.875000
	Iteration 12Q: 3 clusters Score -525175.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -525205.312500 Penalty: 4370.875000
	Iteration 13Q: 3 clusters Score -525205.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -525228.250000 Penalty: 4370.875000
	Iteration 14Q: 3 clusters Score -525228.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -525248.312500 Penalty: 4370.875000
	Iteration 15Q: 3 clusters Score -525248.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -525267.312500 Penalty: 4370.875000
	Iteration 16Q: 3 clusters Score -525267.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -525282.437500 Penalty: 4370.875000
	Iteration 17Q: 3 clusters Score -525282.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -525290.062500 Penalty: 4370.875000
	Iteration 18Q: 3 clusters Score -525290.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -525297.375000 Penalty: 4370.875000
	Iteration 19Q: 3 clusters Score -525297.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -525301.562500 Penalty: 4370.875000
	Iteration 20F: 3 clusters Score -525301.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -525302.562500 Penalty: 4370.875000
	Iteration 21Q: 3 clusters Score -525302.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -525305.437500 Penalty: 4370.875000
	Iteration 22Q: 3 clusters Score -525305.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -525306.250000 Penalty: 4370.875000
	Iteration 23Q: 3 clusters Score -525306.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -525308.875000 Penalty: 4370.875000
	Iteration 24Q: 3 clusters Score -525308.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -525309.312500 Penalty: 4370.875000
	Iteration 25Q: 3 clusters Score -525309.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -525308.937500 Penalty: 4370.875000
	Iteration 26Q: 3 clusters Score -525308.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -525308.937500 Penalty: 4370.875000
	Iteration 27F: 3 clusters Score -525308.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 3176 members 
Mstep: Class 3 contains 82376 members 
Mstep: Class 4 contains 3459 members 
Mstep: Class 5 contains 369329 members 
Mstep: Class 6 contains 4457 members 
Mstep: Class 7 contains 6286 members 
Mstep: Class 8 contains 5219 members 
Mstep: Class 9 contains 5230 members 
Mstep: Class 10 contains 28048 members 
Mstep: Class 11 contains 218817 members 
Mstep: Class 12 contains 49563 members 
Mstep: Class 13 contains 154410 members 
Mstep: Class 14 contains 129369 members 
Mstep: Class 15 contains 73045 members 
Mstep: Class 16 contains 88984 members 
Mstep: Class 17 contains 2134 members 
Mstep: Class 18 contains 27404 members 
Mstep: Class 19 contains 4542 members 
Mstep: Class 20 contains 8470 members 
Mstep: Class 21 contains 45443 members 
Mstep: Class 22 contains 28360 members 
Mstep: Class 23 contains 9016 members 
Mstep: Class 24 contains 7661 members 
Mstep: Class 25 contains 24256 members 
Mstep: Class 26 contains 16215 members 
Mstep: Class 27 contains 6079 members 
Mstep: Class 28 contains 7811 members 
Mstep: Class 29 contains 3697 members 
Mstep: Class 30 contains 10000 members 
Mstep: Class 31 contains 25658 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 1497 members 
Entering Unmasked Estep 
Score: -111973936.000000 Penalty: 116180.585938
Splitting cluster 8 changes total score from -111974976.000000 to -111973936.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (5230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Entering Unmasked Estep 
Score: -410808.062500 Penalty: 2123.417236
	Iteration 0F: 2 clusters Score -410808.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -406221.968750 Penalty: 4246.834473
	Iteration 0F: 3 clusters Score -406222 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -407300.968750 Penalty: 4246.834473
	Iteration 1F: 3 clusters Score -407301 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -407505.750000 Penalty: 4246.834473
	Iteration 2F: 3 clusters Score -407505.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -407650.875000 Penalty: 4246.834473
	Iteration 3F: 3 clusters Score -407650.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -407758.562500 Penalty: 4246.834473
	Iteration 4Q: 3 clusters Score -407758.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -407831.906250 Penalty: 4246.834473
	Iteration 5Q: 3 clusters Score -407831.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -407889.562500 Penalty: 4246.834473
	Iteration 6Q: 3 clusters Score -407889.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -407955.375000 Penalty: 4246.834473
	Iteration 7Q: 3 clusters Score -407955.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -408024.875000 Penalty: 4246.834473
	Iteration 8Q: 3 clusters Score -408024.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -408103.718750 Penalty: 4246.834473
	Iteration 9Q: 3 clusters Score -408103.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -408181.125000 Penalty: 4246.834473
	Iteration 10Q: 3 clusters Score -408181.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -408268.531250 Penalty: 4246.834473
	Iteration 11Q: 3 clusters Score -408268.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -408354.093750 Penalty: 4246.834473
	Iteration 12Q: 3 clusters Score -408354.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -408434.656250 Penalty: 4246.834473
	Iteration 13Q: 3 clusters Score -408434.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -408523.250000 Penalty: 4246.834473
	Iteration 14Q: 3 clusters Score -408523.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -408600.906250 Penalty: 4246.834473
	Iteration 15Q: 3 clusters Score -408600.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -408663.718750 Penalty: 4246.834473
	Iteration 16Q: 3 clusters Score -408663.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -408721.125000 Penalty: 4246.834473
	Iteration 17Q: 3 clusters Score -408721.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -408777.531250 Penalty: 4246.834473
	Iteration 18Q: 3 clusters Score -408777.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -408815.875000 Penalty: 4246.834473
	Iteration 19Q: 3 clusters Score -408815.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -408841.062500 Penalty: 4246.834473
	Iteration 20F: 3 clusters Score -408841.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -408867.250000 Penalty: 4246.834473
	Iteration 21Q: 3 clusters Score -408867.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -408887.406250 Penalty: 4246.834473
	Iteration 22Q: 3 clusters Score -408887.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -408903.125000 Penalty: 4246.834473
	Iteration 23Q: 3 clusters Score -408903.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -408917.687500 Penalty: 4246.834473
	Iteration 24Q: 3 clusters Score -408917.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -408928.625000 Penalty: 4246.834473
	Iteration 25Q: 3 clusters Score -408928.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -408941.812500 Penalty: 4246.834473
	Iteration 26Q: 3 clusters Score -408941.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -408954.812500 Penalty: 4246.834473
	Iteration 27Q: 3 clusters Score -408954.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -408963.000000 Penalty: 4246.834473
	Iteration 28Q: 3 clusters Score -408963 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -408966.593750 Penalty: 4246.834473
	Iteration 29Q: 3 clusters Score -408966.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -408973.781250 Penalty: 4246.834473
	Iteration 30Q: 3 clusters Score -408973.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -408978.000000 Penalty: 4246.834473
	Iteration 31Q: 3 clusters Score -408978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -408983.281250 Penalty: 4246.834473
	Iteration 32Q: 3 clusters Score -408983.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -408987.812500 Penalty: 4246.834473
	Iteration 33Q: 3 clusters Score -408987.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -408988.531250 Penalty: 4246.834473
	Iteration 34Q: 3 clusters Score -408988.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -408989.625000 Penalty: 4246.834473
	Iteration 35Q: 3 clusters Score -408989.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -408989.625000 Penalty: 4246.834473
	Iteration 36F: 3 clusters Score -408989.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (28048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28048 members 
Entering Unmasked Estep 
Score: -2180518.750000 Penalty: 2539.934814
	Iteration 0F: 2 clusters Score -2180519 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -2161081.750000 Penalty: 5079.869629
	Iteration 0F: 3 clusters Score -2161082 nChanged 12714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -2168111.250000 Penalty: 5079.869629
	Iteration 1F: 3 clusters Score -2168111 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -2168836.500000 Penalty: 5079.869629
	Iteration 2F: 3 clusters Score -2168836 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -2169700.250000 Penalty: 5079.869629
	Iteration 3F: 3 clusters Score -2169700 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17399 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -2170763.000000 Penalty: 5079.869629
	Iteration 4F: 3 clusters Score -2170763 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18691 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -2172096.250000 Penalty: 5079.869629
	Iteration 5F: 3 clusters Score -2172096 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20233 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -2173715.000000 Penalty: 5079.869629
	Iteration 6F: 3 clusters Score -2173715 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21599 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -2175132.000000 Penalty: 5079.869629
	Iteration 7F: 3 clusters Score -2175132 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22675 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -2176342.000000 Penalty: 5079.869629
	Iteration 8Q: 3 clusters Score -2176342 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23435 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -2177143.000000 Penalty: 5079.869629
	Iteration 9Q: 3 clusters Score -2177143 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23908 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -2177597.000000 Penalty: 5079.869629
	Iteration 10Q: 3 clusters Score -2177597 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24222 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -2177886.500000 Penalty: 5079.869629
	Iteration 11Q: 3 clusters Score -2177886 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24515 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -2178101.500000 Penalty: 5079.869629
	Iteration 12Q: 3 clusters Score -2178102 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24744 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -2178306.250000 Penalty: 5079.869629
	Iteration 13Q: 3 clusters Score -2178306 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24959 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -2178552.500000 Penalty: 5079.869629
	Iteration 14Q: 3 clusters Score -2178552 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25135 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -2178815.000000 Penalty: 5079.869629
	Iteration 15Q: 3 clusters Score -2178815 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25279 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -2178993.250000 Penalty: 5079.869629
	Iteration 16Q: 3 clusters Score -2178993 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25364 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -2179072.000000 Penalty: 5079.869629
	Iteration 17Q: 3 clusters Score -2179072 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25425 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -2179119.750000 Penalty: 5079.869629
	Iteration 18Q: 3 clusters Score -2179120 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25473 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -2179143.500000 Penalty: 5079.869629
	Iteration 19Q: 3 clusters Score -2179144 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25517 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -2179152.000000 Penalty: 5079.869629
	Iteration 20F: 3 clusters Score -2179152 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25553 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -2179163.250000 Penalty: 5079.869629
	Iteration 21Q: 3 clusters Score -2179163 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25568 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -2179167.000000 Penalty: 5079.869629
	Iteration 22Q: 3 clusters Score -2179167 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25576 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -2179173.250000 Penalty: 5079.869629
	Iteration 23Q: 3 clusters Score -2179173 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25592 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -2179172.250000 Penalty: 5079.869629
	Iteration 24Q: 3 clusters Score -2179172 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25606 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -2179179.000000 Penalty: 5079.869629
	Iteration 25Q: 3 clusters Score -2179179 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25614 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -2179184.000000 Penalty: 5079.869629
	Iteration 26Q: 3 clusters Score -2179184 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25625 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -2179184.000000 Penalty: 5079.869629
	Iteration 27Q: 3 clusters Score -2179184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25631 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -2179193.000000 Penalty: 5079.869629
	Iteration 28Q: 3 clusters Score -2179193 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25642 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -2179192.500000 Penalty: 5079.869629
	Iteration 29Q: 3 clusters Score -2179192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25649 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -2179193.500000 Penalty: 5079.869629
	Iteration 30Q: 3 clusters Score -2179194 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25660 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -2179197.000000 Penalty: 5079.869629
	Iteration 31Q: 3 clusters Score -2179197 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25664 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -2179196.500000 Penalty: 5079.869629
	Iteration 32Q: 3 clusters Score -2179196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25668 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -2179199.250000 Penalty: 5079.869629
	Iteration 33Q: 3 clusters Score -2179199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25671 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -2179201.000000 Penalty: 5079.869629
	Iteration 34Q: 3 clusters Score -2179201 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25671 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -2179201.000000 Penalty: 5079.869629
	Iteration 35F: 3 clusters Score -2179201 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (218817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218817 members 
Entering Unmasked Estep 
Score: -17363640.000000 Penalty: 3049.405762
	Iteration 0F: 2 clusters Score -1.736364e+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 109460 members 
Entering Unmasked Estep 
Score: -17217120.000000 Penalty: 6098.811523
	Iteration 0F: 3 clusters Score -1.721712e+07 nChanged 105214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108347 members 
Mstep: Class 2 contains 110470 members 
Entering Unmasked Estep 
Score: -17278838.000000 Penalty: 6098.811523
	Iteration 1F: 3 clusters Score -1.727884e+07 nChanged 5461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107970 members 
Mstep: Class 2 contains 110847 members 
Entering Unmasked Estep 
Score: -17279808.000000 Penalty: 6098.811523
	Iteration 2Q: 3 clusters Score -1.727981e+07 nChanged 5627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107217 members 
Mstep: Class 2 contains 111600 members 
Entering Unmasked Estep 
Score: -17280870.000000 Penalty: 6098.811523
	Iteration 3Q: 3 clusters Score -1.728087e+07 nChanged 5941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106142 members 
Mstep: Class 2 contains 112675 members 
Entering Unmasked Estep 
Score: -17282156.000000 Penalty: 6098.811523
	Iteration 4Q: 3 clusters Score -1.728216e+07 nChanged 6337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104499 members 
Mstep: Class 2 contains 114318 members 
Entering Unmasked Estep 
Score: -17283452.000000 Penalty: 6098.811523
	Iteration 5Q: 3 clusters Score -1.728345e+07 nChanged 6938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102131 members 
Mstep: Class 2 contains 116686 members 
Entering Unmasked Estep 
Score: -17285532.000000 Penalty: 6098.811523
	Iteration 6Q: 3 clusters Score -1.728553e+07 nChanged 7780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98683 members 
Mstep: Class 2 contains 120134 members 
Entering Unmasked Estep 
Score: -17288200.000000 Penalty: 6098.811523
	Iteration 7Q: 3 clusters Score -1.72882e+07 nChanged 8980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93819 members 
Mstep: Class 2 contains 124998 members 
Entering Unmasked Estep 
Score: -17291982.000000 Penalty: 6098.811523
	Iteration 8Q: 3 clusters Score -1.729198e+07 nChanged 10357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87518 members 
Mstep: Class 2 contains 131299 members 
Entering Unmasked Estep 
Score: -17297394.000000 Penalty: 6098.811523
	Iteration 9Q: 3 clusters Score -1.729739e+07 nChanged 11973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79631 members 
Mstep: Class 2 contains 139186 members 
Entering Unmasked Estep 
Score: -17305088.000000 Penalty: 6098.811523
	Iteration 10F: 3 clusters Score -1.730509e+07 nChanged 12892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70955 members 
Mstep: Class 2 contains 147862 members 
Entering Unmasked Estep 
Score: -17314872.000000 Penalty: 6098.811523
	Iteration 11F: 3 clusters Score -1.731487e+07 nChanged 12545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63038 members 
Mstep: Class 2 contains 155779 members 
Entering Unmasked Estep 
Score: -17324482.000000 Penalty: 6098.811523
	Iteration 12F: 3 clusters Score -1.732448e+07 nChanged 10657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56601 members 
Mstep: Class 2 contains 162216 members 
Entering Unmasked Estep 
Score: -17331922.000000 Penalty: 6098.811523
	Iteration 13Q: 3 clusters Score -1.733192e+07 nChanged 7984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51577 members 
Mstep: Class 2 contains 167240 members 
Entering Unmasked Estep 
Score: -17336670.000000 Penalty: 6098.811523
	Iteration 14Q: 3 clusters Score -1.733667e+07 nChanged 5735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47300 members 
Mstep: Class 2 contains 171517 members 
Entering Unmasked Estep 
Score: -17339920.000000 Penalty: 6098.811523
	Iteration 15Q: 3 clusters Score -1.733992e+07 nChanged 4592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43444 members 
Mstep: Class 2 contains 175373 members 
Entering Unmasked Estep 
Score: -17342516.000000 Penalty: 6098.811523
	Iteration 16Q: 3 clusters Score -1.734252e+07 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39935 members 
Mstep: Class 2 contains 178882 members 
Entering Unmasked Estep 
Score: -17344708.000000 Penalty: 6098.811523
	Iteration 17Q: 3 clusters Score -1.734471e+07 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36624 members 
Mstep: Class 2 contains 182193 members 
Entering Unmasked Estep 
Score: -17346558.000000 Penalty: 6098.811523
	Iteration 18Q: 3 clusters Score -1.734656e+07 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33525 members 
Mstep: Class 2 contains 185292 members 
Entering Unmasked Estep 
Score: -17348370.000000 Penalty: 6098.811523
	Iteration 19Q: 3 clusters Score -1.734837e+07 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30644 members 
Mstep: Class 2 contains 188173 members 
Entering Unmasked Estep 
Score: -17349882.000000 Penalty: 6098.811523
	Iteration 20F: 3 clusters Score -1.734988e+07 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28007 members 
Mstep: Class 2 contains 190810 members 
Entering Unmasked Estep 
Score: -17351264.000000 Penalty: 6098.811523
	Iteration 21Q: 3 clusters Score -1.735126e+07 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25467 members 
Mstep: Class 2 contains 193350 members 
Entering Unmasked Estep 
Score: -17352558.000000 Penalty: 6098.811523
	Iteration 22Q: 3 clusters Score -1.735256e+07 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23078 members 
Mstep: Class 2 contains 195739 members 
Entering Unmasked Estep 
Score: -17353562.000000 Penalty: 6098.811523
	Iteration 23Q: 3 clusters Score -1.735356e+07 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20830 members 
Mstep: Class 2 contains 197987 members 
Entering Unmasked Estep 
Score: -17354480.000000 Penalty: 6098.811523
	Iteration 24Q: 3 clusters Score -1.735448e+07 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18780 members 
Mstep: Class 2 contains 200037 members 
Entering Unmasked Estep 
Score: -17355328.000000 Penalty: 6098.811523
	Iteration 25Q: 3 clusters Score -1.735533e+07 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16859 members 
Mstep: Class 2 contains 201958 members 
Entering Unmasked Estep 
Score: -17356126.000000 Penalty: 6098.811523
	Iteration 26Q: 3 clusters Score -1.735613e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 203744 members 
Entering Unmasked Estep 
Score: -17356926.000000 Penalty: 6098.811523
	Iteration 27Q: 3 clusters Score -1.735693e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 205391 members 
Entering Unmasked Estep 
Score: -17357582.000000 Penalty: 6098.811523
	Iteration 28Q: 3 clusters Score -1.735758e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 206840 members 
Entering Unmasked Estep 
Score: -17358084.000000 Penalty: 6098.811523
	Iteration 29Q: 3 clusters Score -1.735808e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 208162 members 
Entering Unmasked Estep 
Score: -17358598.000000 Penalty: 6098.811523
	Iteration 30Q: 3 clusters Score -1.73586e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 209349 members 
Entering Unmasked Estep 
Score: -17359046.000000 Penalty: 6098.811523
	Iteration 31Q: 3 clusters Score -1.735905e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 210420 members 
Entering Unmasked Estep 
Score: -17359422.000000 Penalty: 6098.811523
	Iteration 32Q: 3 clusters Score -1.735942e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 211337 members 
Entering Unmasked Estep 
Score: -17359640.000000 Penalty: 6098.811523
	Iteration 33Q: 3 clusters Score -1.735964e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 212105 members 
Entering Unmasked Estep 
Score: -17359950.000000 Penalty: 6098.811523
	Iteration 34Q: 3 clusters Score -1.735995e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 212750 members 
Entering Unmasked Estep 
Score: -17360212.000000 Penalty: 6098.811523
	Iteration 35Q: 3 clusters Score -1.736021e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 213327 members 
Entering Unmasked Estep 
Score: -17360416.000000 Penalty: 6098.811523
	Iteration 36Q: 3 clusters Score -1.736042e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 213770 members 
Entering Unmasked Estep 
Score: -17360580.000000 Penalty: 6098.811523
	Iteration 37Q: 3 clusters Score -1.736058e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 214150 members 
Entering Unmasked Estep 
Score: -17360664.000000 Penalty: 6098.811523
	Iteration 38Q: 3 clusters Score -1.736066e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 214491 members 
Entering Unmasked Estep 
Score: -17360750.000000 Penalty: 6098.811523
	Iteration 39Q: 3 clusters Score -1.736075e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 214795 members 
Entering Unmasked Estep 
Score: -17360828.000000 Penalty: 6098.811523
	Iteration 40F: 3 clusters Score -1.736083e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 215041 members 
Entering Unmasked Estep 
Score: -17360898.000000 Penalty: 6098.811523
	Iteration 41Q: 3 clusters Score -1.73609e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 215236 members 
Entering Unmasked Estep 
Score: -17360940.000000 Penalty: 6098.811523
	Iteration 42Q: 3 clusters Score -1.736094e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 215384 members 
Entering Unmasked Estep 
Score: -17360952.000000 Penalty: 6098.811523
	Iteration 43Q: 3 clusters Score -1.736095e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 215516 members 
Entering Unmasked Estep 
Score: -17361012.000000 Penalty: 6098.811523
	Iteration 44Q: 3 clusters Score -1.736101e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 215636 members 
Entering Unmasked Estep 
Score: -17361006.000000 Penalty: 6098.811523
	Iteration 45Q: 3 clusters Score -1.736101e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 215734 members 
Entering Unmasked Estep 
Score: -17361018.000000 Penalty: 6098.811523
	Iteration 46Q: 3 clusters Score -1.736102e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 215819 members 
Entering Unmasked Estep 
Score: -17361042.000000 Penalty: 6098.811523
	Iteration 47Q: 3 clusters Score -1.736104e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 215903 members 
Entering Unmasked Estep 
Score: -17361082.000000 Penalty: 6098.811523
	Iteration 48Q: 3 clusters Score -1.736108e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 215959 members 
Entering Unmasked Estep 
Score: -17361080.000000 Penalty: 6098.811523
	Iteration 49Q: 3 clusters Score -1.736108e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 216007 members 
Entering Unmasked Estep 
Score: -17361112.000000 Penalty: 6098.811523
	Iteration 50Q: 3 clusters Score -1.736111e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 216044 members 
Entering Unmasked Estep 
Score: -17361136.000000 Penalty: 6098.811523
	Iteration 51Q: 3 clusters Score -1.736114e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 216075 members 
Entering Unmasked Estep 
Score: -17361152.000000 Penalty: 6098.811523
	Iteration 52Q: 3 clusters Score -1.736115e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 216109 members 
Entering Unmasked Estep 
Score: -17361170.000000 Penalty: 6098.811523
	Iteration 53Q: 3 clusters Score -1.736117e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 216137 members 
Entering Unmasked Estep 
Score: -17361182.000000 Penalty: 6098.811523
	Iteration 54Q: 3 clusters Score -1.736118e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 216168 members 
Entering Unmasked Estep 
Score: -17361196.000000 Penalty: 6098.811523
	Iteration 55Q: 3 clusters Score -1.73612e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 216193 members 
Entering Unmasked Estep 
Score: -17361200.000000 Penalty: 6098.811523
	Iteration 56Q: 3 clusters Score -1.73612e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 216218 members 
Entering Unmasked Estep 
Score: -17361220.000000 Penalty: 6098.811523
	Iteration 57Q: 3 clusters Score -1.736122e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 216235 members 
Entering Unmasked Estep 
Score: -17361220.000000 Penalty: 6098.811523
	Iteration 58Q: 3 clusters Score -1.736122e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 216253 members 
Entering Unmasked Estep 
Score: -17361212.000000 Penalty: 6098.811523
	Iteration 59Q: 3 clusters Score -1.736121e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 216268 members 
Entering Unmasked Estep 
Score: -17361212.000000 Penalty: 6098.811523
	Iteration 60F: 3 clusters Score -1.736121e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 216281 members 
Entering Unmasked Estep 
Score: -17361226.000000 Penalty: 6098.811523
	Iteration 61Q: 3 clusters Score -1.736123e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 216293 members 
Entering Unmasked Estep 
Score: -17361210.000000 Penalty: 6098.811523
	Iteration 62Q: 3 clusters Score -1.736121e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 216310 members 
Entering Unmasked Estep 
Score: -17361222.000000 Penalty: 6098.811523
	Iteration 63Q: 3 clusters Score -1.736122e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 216329 members 
Entering Unmasked Estep 
Score: -17361230.000000 Penalty: 6098.811523
	Iteration 64Q: 3 clusters Score -1.736123e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 216348 members 
Entering Unmasked Estep 
Score: -17361236.000000 Penalty: 6098.811523
	Iteration 65Q: 3 clusters Score -1.736124e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 216367 members 
Entering Unmasked Estep 
Score: -17361244.000000 Penalty: 6098.811523
	Iteration 66Q: 3 clusters Score -1.736124e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 216388 members 
Entering Unmasked Estep 
Score: -17361238.000000 Penalty: 6098.811523
	Iteration 67Q: 3 clusters Score -1.736124e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 216406 members 
Entering Unmasked Estep 
Score: -17361240.000000 Penalty: 6098.811523
	Iteration 68Q: 3 clusters Score -1.736124e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 216420 members 
Entering Unmasked Estep 
Score: -17361248.000000 Penalty: 6098.811523
	Iteration 69Q: 3 clusters Score -1.736125e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 216436 members 
Entering Unmasked Estep 
Score: -17361262.000000 Penalty: 6098.811523
	Iteration 70Q: 3 clusters Score -1.736126e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 216451 members 
Entering Unmasked Estep 
Score: -17361236.000000 Penalty: 6098.811523
	Iteration 71Q: 3 clusters Score -1.736124e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 216475 members 
Entering Unmasked Estep 
Score: -17361270.000000 Penalty: 6098.811523
	Iteration 72Q: 3 clusters Score -1.736127e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 216499 members 
Entering Unmasked Estep 
Score: -17361280.000000 Penalty: 6098.811523
	Iteration 73Q: 3 clusters Score -1.736128e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 216515 members 
Entering Unmasked Estep 
Score: -17361294.000000 Penalty: 6098.811523
	Iteration 74Q: 3 clusters Score -1.736129e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 216531 members 
Entering Unmasked Estep 
Score: -17361292.000000 Penalty: 6098.811523
	Iteration 75Q: 3 clusters Score -1.736129e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 216551 members 
Entering Unmasked Estep 
Score: -17361306.000000 Penalty: 6098.811523
	Iteration 76Q: 3 clusters Score -1.736131e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 216564 members 
Entering Unmasked Estep 
Score: -17361314.000000 Penalty: 6098.811523
	Iteration 77Q: 3 clusters Score -1.736131e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 216578 members 
Entering Unmasked Estep 
Score: -17361324.000000 Penalty: 6098.811523
	Iteration 78Q: 3 clusters Score -1.736132e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 216591 members 
Entering Unmasked Estep 
Score: -17361338.000000 Penalty: 6098.811523
	Iteration 79Q: 3 clusters Score -1.736134e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 216607 members 
Entering Unmasked Estep 
Score: -17361352.000000 Penalty: 6098.811523
	Iteration 80F: 3 clusters Score -1.736135e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 216618 members 
Entering Unmasked Estep 
Score: -17361342.000000 Penalty: 6098.811523
	Iteration 81Q: 3 clusters Score -1.736134e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 216634 members 
Entering Unmasked Estep 
Score: -17361346.000000 Penalty: 6098.811523
	Iteration 82Q: 3 clusters Score -1.736135e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 216642 members 
Entering Unmasked Estep 
Score: -17361360.000000 Penalty: 6098.811523
	Iteration 83Q: 3 clusters Score -1.736136e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 216656 members 
Entering Unmasked Estep 
Score: -17361352.000000 Penalty: 6098.811523
	Iteration 84Q: 3 clusters Score -1.736135e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 216665 members 
Entering Unmasked Estep 
Score: -17361350.000000 Penalty: 6098.811523
	Iteration 85Q: 3 clusters Score -1.736135e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 216669 members 
Entering Unmasked Estep 
Score: -17361358.000000 Penalty: 6098.811523
	Iteration 86Q: 3 clusters Score -1.736136e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 216677 members 
Entering Unmasked Estep 
Score: -17361368.000000 Penalty: 6098.811523
	Iteration 87Q: 3 clusters Score -1.736137e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 216689 members 
Entering Unmasked Estep 
Score: -17361358.000000 Penalty: 6098.811523
	Iteration 88Q: 3 clusters Score -1.736136e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 216699 members 
Entering Unmasked Estep 
Score: -17361360.000000 Penalty: 6098.811523
	Iteration 89Q: 3 clusters Score -1.736136e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 216708 members 
Entering Unmasked Estep 
Score: -17361354.000000 Penalty: 6098.811523
	Iteration 90Q: 3 clusters Score -1.736135e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 216719 members 
Entering Unmasked Estep 
Score: -17361358.000000 Penalty: 6098.811523
	Iteration 91Q: 3 clusters Score -1.736136e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 216724 members 
Entering Unmasked Estep 
Score: -17361360.000000 Penalty: 6098.811523
	Iteration 92Q: 3 clusters Score -1.736136e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 216728 members 
Entering Unmasked Estep 
Score: -17361366.000000 Penalty: 6098.811523
	Iteration 93Q: 3 clusters Score -1.736137e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 216733 members 
Entering Unmasked Estep 
Score: -17361366.000000 Penalty: 6098.811523
	Iteration 94Q: 3 clusters Score -1.736137e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 216736 members 
Entering Unmasked Estep 
Score: -17361384.000000 Penalty: 6098.811523
	Iteration 95Q: 3 clusters Score -1.736138e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 216742 members 
Entering Unmasked Estep 
Score: -17361396.000000 Penalty: 6098.811523
	Iteration 96Q: 3 clusters Score -1.73614e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 216754 members 
Entering Unmasked Estep 
Score: -17361386.000000 Penalty: 6098.811523
	Iteration 97Q: 3 clusters Score -1.736139e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 216762 members 
Entering Unmasked Estep 
Score: -17361396.000000 Penalty: 6098.811523
	Iteration 98Q: 3 clusters Score -1.73614e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 216772 members 
Entering Unmasked Estep 
Score: -17361390.000000 Penalty: 6098.811523
	Iteration 99Q: 3 clusters Score -1.736139e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 216784 members 
Entering Unmasked Estep 
Score: -17361390.000000 Penalty: 6098.811523
	Iteration 100F: 3 clusters Score -1.736139e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 216792 members 
Entering Unmasked Estep 
Score: -17361394.000000 Penalty: 6098.811523
	Iteration 101Q: 3 clusters Score -1.736139e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 216801 members 
Entering Unmasked Estep 
Score: -17361392.000000 Penalty: 6098.811523
	Iteration 102Q: 3 clusters Score -1.736139e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 216810 members 
Entering Unmasked Estep 
Score: -17361384.000000 Penalty: 6098.811523
	Iteration 103Q: 3 clusters Score -1.736138e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 216822 members 
Entering Unmasked Estep 
Score: -17361386.000000 Penalty: 6098.811523
	Iteration 104Q: 3 clusters Score -1.736139e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 216827 members 
Entering Unmasked Estep 
Score: -17361382.000000 Penalty: 6098.811523
	Iteration 105Q: 3 clusters Score -1.736138e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 216831 members 
Entering Unmasked Estep 
Score: -17361380.000000 Penalty: 6098.811523
	Iteration 106Q: 3 clusters Score -1.736138e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 216839 members 
Entering Unmasked Estep 
Score: -17361380.000000 Penalty: 6098.811523
	Iteration 107Q: 3 clusters Score -1.736138e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 216848 members 
Entering Unmasked Estep 
Score: -17361388.000000 Penalty: 6098.811523
	Iteration 108Q: 3 clusters Score -1.736139e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 216858 members 
Entering Unmasked Estep 
Score: -17361402.000000 Penalty: 6098.811523
	Iteration 109Q: 3 clusters Score -1.73614e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 216863 members 
Entering Unmasked Estep 
Score: -17361408.000000 Penalty: 6098.811523
	Iteration 110Q: 3 clusters Score -1.736141e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 216870 members 
Entering Unmasked Estep 
Score: -17361416.000000 Penalty: 6098.811523
	Iteration 111Q: 3 clusters Score -1.736142e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 216877 members 
Entering Unmasked Estep 
Score: -17361410.000000 Penalty: 6098.811523
	Iteration 112Q: 3 clusters Score -1.736141e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 216881 members 
Entering Unmasked Estep 
Score: -17361416.000000 Penalty: 6098.811523
	Iteration 113Q: 3 clusters Score -1.736142e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 216883 members 
Entering Unmasked Estep 
Score: -17361418.000000 Penalty: 6098.811523
	Iteration 114Q: 3 clusters Score -1.736142e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 216882 members 
Entering Unmasked Estep 
Score: -17361414.000000 Penalty: 6098.811523
	Iteration 115Q: 3 clusters Score -1.736141e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 216882 members 
Entering Unmasked Estep 
Score: -17361414.000000 Penalty: 6098.811523
	Iteration 116F: 3 clusters Score -1.736141e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (49563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49563 members 
Entering Unmasked Estep 
Score: -3858046.250000 Penalty: 2681.127930
	Iteration 0F: 2 clusters Score -3858046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24675 members 
Mstep: Class 2 contains 24888 members 
Entering Unmasked Estep 
Score: -3824535.250000 Penalty: 5362.255859
	Iteration 0F: 3 clusters Score -3824535 nChanged 23069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24110 members 
Mstep: Class 2 contains 25453 members 
Entering Unmasked Estep 
Score: -3837100.000000 Penalty: 5362.255859
	Iteration 1F: 3 clusters Score -3837100 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23784 members 
Mstep: Class 2 contains 25779 members 
Entering Unmasked Estep 
Score: -3837591.250000 Penalty: 5362.255859
	Iteration 2Q: 3 clusters Score -3837591 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23285 members 
Mstep: Class 2 contains 26278 members 
Entering Unmasked Estep 
Score: -3838063.500000 Penalty: 5362.255859
	Iteration 3Q: 3 clusters Score -3838064 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22586 members 
Mstep: Class 2 contains 26977 members 
Entering Unmasked Estep 
Score: -3838600.750000 Penalty: 5362.255859
	Iteration 4Q: 3 clusters Score -3838601 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21671 members 
Mstep: Class 2 contains 27892 members 
Entering Unmasked Estep 
Score: -3839215.250000 Penalty: 5362.255859
	Iteration 5Q: 3 clusters Score -3839215 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20431 members 
Mstep: Class 2 contains 29132 members 
Entering Unmasked Estep 
Score: -3839985.000000 Penalty: 5362.255859
	Iteration 6Q: 3 clusters Score -3839985 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18774 members 
Mstep: Class 2 contains 30789 members 
Entering Unmasked Estep 
Score: -3841034.250000 Penalty: 5362.255859
	Iteration 7Q: 3 clusters Score -3841034 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 32937 members 
Entering Unmasked Estep 
Score: -3842430.500000 Penalty: 5362.255859
	Iteration 8Q: 3 clusters Score -3842430 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 35659 members 
Entering Unmasked Estep 
Score: -3844298.000000 Penalty: 5362.255859
	Iteration 9F: 3 clusters Score -3844298 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 38757 members 
Entering Unmasked Estep 
Score: -3846616.750000 Penalty: 5362.255859
	Iteration 10F: 3 clusters Score -3846617 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 42034 members 
Entering Unmasked Estep 
Score: -3849234.500000 Penalty: 5362.255859
	Iteration 11F: 3 clusters Score -3849234 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 44930 members 
Entering Unmasked Estep 
Score: -3851701.250000 Penalty: 5362.255859
	Iteration 12F: 3 clusters Score -3851701 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 47011 members 
Entering Unmasked Estep 
Score: -3853477.000000 Penalty: 5362.255859
	Iteration 13Q: 3 clusters Score -3853477 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 48262 members 
Entering Unmasked Estep 
Score: -3854598.750000 Penalty: 5362.255859
	Iteration 14Q: 3 clusters Score -3854599 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 48845 members 
Entering Unmasked Estep 
Score: -3855136.250000 Penalty: 5362.255859
	Iteration 15Q: 3 clusters Score -3855136 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 49078 members 
Entering Unmasked Estep 
Score: -3855376.750000 Penalty: 5362.255859
	Iteration 16Q: 3 clusters Score -3855377 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 49172 members 
Entering Unmasked Estep 
Score: -3855502.500000 Penalty: 5362.255859
	Iteration 17Q: 3 clusters Score -3855502 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 49220 members 
Entering Unmasked Estep 
Score: -3855575.000000 Penalty: 5362.255859
	Iteration 18Q: 3 clusters Score -3855575 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 49237 members 
Entering Unmasked Estep 
Score: -3855609.000000 Penalty: 5362.255859
	Iteration 19Q: 3 clusters Score -3855609 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 49250 members 
Entering Unmasked Estep 
Score: -3855641.750000 Penalty: 5362.255859
	Iteration 20F: 3 clusters Score -3855642 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 49254 members 
Entering Unmasked Estep 
Score: -3855661.750000 Penalty: 5362.255859
	Iteration 21Q: 3 clusters Score -3855662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 49256 members 
Entering Unmasked Estep 
Score: -3855678.000000 Penalty: 5362.255859
	Iteration 22Q: 3 clusters Score -3855678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 49262 members 
Entering Unmasked Estep 
Score: -3855684.250000 Penalty: 5362.255859
	Iteration 23Q: 3 clusters Score -3855684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 49266 members 
Entering Unmasked Estep 
Score: -3855690.000000 Penalty: 5362.255859
	Iteration 24Q: 3 clusters Score -3855690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 49270 members 
Entering Unmasked Estep 
Score: -3855694.500000 Penalty: 5362.255859
	Iteration 25Q: 3 clusters Score -3855694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 49271 members 
Entering Unmasked Estep 
Score: -3855698.250000 Penalty: 5362.255859
	Iteration 26Q: 3 clusters Score -3855698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 49270 members 
Entering Unmasked Estep 
Score: -3855699.500000 Penalty: 5362.255859
	Iteration 27Q: 3 clusters Score -3855700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 49270 members 
Entering Unmasked Estep 
Score: -3855699.500000 Penalty: 5362.255859
	Iteration 28F: 3 clusters Score -3855700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (154410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154410 members 
Entering Unmasked Estep 
Score: -12362513.000000 Penalty: 2962.947021
	Iteration 0F: 2 clusters Score -1.236251e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77103 members 
Mstep: Class 2 contains 77307 members 
Entering Unmasked Estep 
Score: -12258796.000000 Penalty: 5925.894043
	Iteration 0F: 3 clusters Score -1.22588e+07 nChanged 73995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75406 members 
Mstep: Class 2 contains 79004 members 
Entering Unmasked Estep 
Score: -12302117.000000 Penalty: 5925.894043
	Iteration 1F: 3 clusters Score -1.230212e+07 nChanged 5110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73970 members 
Mstep: Class 2 contains 80440 members 
Entering Unmasked Estep 
Score: -12303422.000000 Penalty: 5925.894043
	Iteration 2Q: 3 clusters Score -1.230342e+07 nChanged 6087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71609 members 
Mstep: Class 2 contains 82801 members 
Entering Unmasked Estep 
Score: -12305628.000000 Penalty: 5925.894043
	Iteration 3Q: 3 clusters Score -1.230563e+07 nChanged 7476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67849 members 
Mstep: Class 2 contains 86561 members 
Entering Unmasked Estep 
Score: -12309086.000000 Penalty: 5925.894043
	Iteration 4Q: 3 clusters Score -1.230909e+07 nChanged 9428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62123 members 
Mstep: Class 2 contains 92287 members 
Entering Unmasked Estep 
Score: -12314421.000000 Penalty: 5925.894043
	Iteration 5F: 3 clusters Score -1.231442e+07 nChanged 11024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54509 members 
Mstep: Class 2 contains 99901 members 
Entering Unmasked Estep 
Score: -12321215.000000 Penalty: 5925.894043
	Iteration 6F: 3 clusters Score -1.232122e+07 nChanged 11495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45720 members 
Mstep: Class 2 contains 108690 members 
Entering Unmasked Estep 
Score: -12328986.000000 Penalty: 5925.894043
	Iteration 7F: 3 clusters Score -1.232899e+07 nChanged 10421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37137 members 
Mstep: Class 2 contains 117273 members 
Entering Unmasked Estep 
Score: -12336026.000000 Penalty: 5925.894043
	Iteration 8F: 3 clusters Score -1.233603e+07 nChanged 8595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29368 members 
Mstep: Class 2 contains 125042 members 
Entering Unmasked Estep 
Score: -12341473.000000 Penalty: 5925.894043
	Iteration 9F: 3 clusters Score -1.234147e+07 nChanged 7132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22478 members 
Mstep: Class 2 contains 131932 members 
Entering Unmasked Estep 
Score: -12345934.000000 Penalty: 5925.894043
	Iteration 10Q: 3 clusters Score -1.234593e+07 nChanged 6033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16477 members 
Mstep: Class 2 contains 137933 members 
Entering Unmasked Estep 
Score: -12350047.000000 Penalty: 5925.894043
	Iteration 11Q: 3 clusters Score -1.235005e+07 nChanged 4754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 142683 members 
Entering Unmasked Estep 
Score: -12353165.000000 Penalty: 5925.894043
	Iteration 12Q: 3 clusters Score -1.235316e+07 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 146290 members 
Entering Unmasked Estep 
Score: -12355514.000000 Penalty: 5925.894043
	Iteration 13Q: 3 clusters Score -1.235551e+07 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 148923 members 
Entering Unmasked Estep 
Score: -12357145.000000 Penalty: 5925.894043
	Iteration 14Q: 3 clusters Score -1.235714e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 150663 members 
Entering Unmasked Estep 
Score: -12358271.000000 Penalty: 5925.894043
	Iteration 15Q: 3 clusters Score -1.235827e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 151709 members 
Entering Unmasked Estep 
Score: -12359018.000000 Penalty: 5925.894043
	Iteration 16Q: 3 clusters Score -1.235902e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 152342 members 
Entering Unmasked Estep 
Score: -12359440.000000 Penalty: 5925.894043
	Iteration 17Q: 3 clusters Score -1.235944e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 152731 members 
Entering Unmasked Estep 
Score: -12359729.000000 Penalty: 5925.894043
	Iteration 18Q: 3 clusters Score -1.235973e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 152976 members 
Entering Unmasked Estep 
Score: -12359932.000000 Penalty: 5925.894043
	Iteration 19Q: 3 clusters Score -1.235993e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 153128 members 
Entering Unmasked Estep 
Score: -12360083.000000 Penalty: 5925.894043
	Iteration 20F: 3 clusters Score -1.236008e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 153246 members 
Entering Unmasked Estep 
Score: -12360233.000000 Penalty: 5925.894043
	Iteration 21Q: 3 clusters Score -1.236023e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 153285 members 
Entering Unmasked Estep 
Score: -12360348.000000 Penalty: 5925.894043
	Iteration 22Q: 3 clusters Score -1.236035e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 153293 members 
Entering Unmasked Estep 
Score: -12360422.000000 Penalty: 5925.894043
	Iteration 23Q: 3 clusters Score -1.236042e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 153286 members 
Entering Unmasked Estep 
Score: -12360507.000000 Penalty: 5925.894043
	Iteration 24Q: 3 clusters Score -1.236051e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 153288 members 
Entering Unmasked Estep 
Score: -12360595.000000 Penalty: 5925.894043
	Iteration 25Q: 3 clusters Score -1.23606e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 153260 members 
Entering Unmasked Estep 
Score: -12360637.000000 Penalty: 5925.894043
	Iteration 26Q: 3 clusters Score -1.236064e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 153231 members 
Entering Unmasked Estep 
Score: -12360707.000000 Penalty: 5925.894043
	Iteration 27Q: 3 clusters Score -1.236071e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 153212 members 
Entering Unmasked Estep 
Score: -12360757.000000 Penalty: 5925.894043
	Iteration 28Q: 3 clusters Score -1.236076e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 153209 members 
Entering Unmasked Estep 
Score: -12360762.000000 Penalty: 5925.894043
	Iteration 29Q: 3 clusters Score -1.236076e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 153195 members 
Entering Unmasked Estep 
Score: -12360778.000000 Penalty: 5925.894043
	Iteration 30Q: 3 clusters Score -1.236078e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 153177 members 
Entering Unmasked Estep 
Score: -12360786.000000 Penalty: 5925.894043
	Iteration 31Q: 3 clusters Score -1.236079e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 153166 members 
Entering Unmasked Estep 
Score: -12360796.000000 Penalty: 5925.894043
	Iteration 32Q: 3 clusters Score -1.23608e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 153150 members 
Entering Unmasked Estep 
Score: -12360818.000000 Penalty: 5925.894043
	Iteration 33Q: 3 clusters Score -1.236082e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 153136 members 
Entering Unmasked Estep 
Score: -12360819.000000 Penalty: 5925.894043
	Iteration 34Q: 3 clusters Score -1.236082e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 153117 members 
Entering Unmasked Estep 
Score: -12360820.000000 Penalty: 5925.894043
	Iteration 35Q: 3 clusters Score -1.236082e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 153099 members 
Entering Unmasked Estep 
Score: -12360821.000000 Penalty: 5925.894043
	Iteration 36Q: 3 clusters Score -1.236082e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 153083 members 
Entering Unmasked Estep 
Score: -12360823.000000 Penalty: 5925.894043
	Iteration 37Q: 3 clusters Score -1.236082e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 153063 members 
Entering Unmasked Estep 
Score: -12360816.000000 Penalty: 5925.894043
	Iteration 38Q: 3 clusters Score -1.236082e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 153049 members 
Entering Unmasked Estep 
Score: -12360836.000000 Penalty: 5925.894043
	Iteration 39Q: 3 clusters Score -1.236084e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 153039 members 
Entering Unmasked Estep 
Score: -12360831.000000 Penalty: 5925.894043
	Iteration 40F: 3 clusters Score -1.236083e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 153034 members 
Entering Unmasked Estep 
Score: -12360825.000000 Penalty: 5925.894043
	Iteration 41Q: 3 clusters Score -1.236082e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 153033 members 
Entering Unmasked Estep 
Score: -12360830.000000 Penalty: 5925.894043
	Iteration 42Q: 3 clusters Score -1.236083e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 153034 members 
Entering Unmasked Estep 
Score: -12360837.000000 Penalty: 5925.894043
	Iteration 43Q: 3 clusters Score -1.236084e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 153033 members 
Entering Unmasked Estep 
Score: -12360840.000000 Penalty: 5925.894043
	Iteration 44Q: 3 clusters Score -1.236084e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 153033 members 
Entering Unmasked Estep 
Score: -12360840.000000 Penalty: 5925.894043
	Iteration 45F: 3 clusters Score -1.236084e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (129369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129369 members 
Entering Unmasked Estep 
Score: -10295800.000000 Penalty: 2919.065186
	Iteration 0F: 2 clusters Score -1.02958e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64649 members 
Mstep: Class 2 contains 64720 members 
Entering Unmasked Estep 
Score: -10209173.000000 Penalty: 5838.130371
	Iteration 0F: 3 clusters Score -1.020917e+07 nChanged 61514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63435 members 
Mstep: Class 2 contains 65934 members 
Entering Unmasked Estep 
Score: -10244781.000000 Penalty: 5838.130371
	Iteration 1F: 3 clusters Score -1.024478e+07 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62969 members 
Mstep: Class 2 contains 66400 members 
Entering Unmasked Estep 
Score: -10245697.000000 Penalty: 5838.130371
	Iteration 2Q: 3 clusters Score -1.02457e+07 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62324 members 
Mstep: Class 2 contains 67045 members 
Entering Unmasked Estep 
Score: -10246656.000000 Penalty: 5838.130371
	Iteration 3Q: 3 clusters Score -1.024666e+07 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61339 members 
Mstep: Class 2 contains 68030 members 
Entering Unmasked Estep 
Score: -10247526.000000 Penalty: 5838.130371
	Iteration 4Q: 3 clusters Score -1.024753e+07 nChanged 4261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59884 members 
Mstep: Class 2 contains 69485 members 
Entering Unmasked Estep 
Score: -10248680.000000 Penalty: 5838.130371
	Iteration 5Q: 3 clusters Score -1.024868e+07 nChanged 4684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57610 members 
Mstep: Class 2 contains 71759 members 
Entering Unmasked Estep 
Score: -10250158.000000 Penalty: 5838.130371
	Iteration 6Q: 3 clusters Score -1.025016e+07 nChanged 5294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54436 members 
Mstep: Class 2 contains 74933 members 
Entering Unmasked Estep 
Score: -10252291.000000 Penalty: 5838.130371
	Iteration 7Q: 3 clusters Score -1.025229e+07 nChanged 6044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50058 members 
Mstep: Class 2 contains 79311 members 
Entering Unmasked Estep 
Score: -10255363.000000 Penalty: 5838.130371
	Iteration 8Q: 3 clusters Score -1.025536e+07 nChanged 6999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44411 members 
Mstep: Class 2 contains 84958 members 
Entering Unmasked Estep 
Score: -10259693.000000 Penalty: 5838.130371
	Iteration 9F: 3 clusters Score -1.025969e+07 nChanged 7721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37862 members 
Mstep: Class 2 contains 91507 members 
Entering Unmasked Estep 
Score: -10265232.000000 Penalty: 5838.130371
	Iteration 10F: 3 clusters Score -1.026523e+07 nChanged 7630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31138 members 
Mstep: Class 2 contains 98231 members 
Entering Unmasked Estep 
Score: -10271154.000000 Penalty: 5838.130371
	Iteration 11F: 3 clusters Score -1.027115e+07 nChanged 6758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25186 members 
Mstep: Class 2 contains 104183 members 
Entering Unmasked Estep 
Score: -10276342.000000 Penalty: 5838.130371
	Iteration 12F: 3 clusters Score -1.027634e+07 nChanged 5448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20324 members 
Mstep: Class 2 contains 109045 members 
Entering Unmasked Estep 
Score: -10280331.000000 Penalty: 5838.130371
	Iteration 13Q: 3 clusters Score -1.028033e+07 nChanged 4285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 113016 members 
Entering Unmasked Estep 
Score: -10283354.000000 Penalty: 5838.130371
	Iteration 14Q: 3 clusters Score -1.028335e+07 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 116301 members 
Entering Unmasked Estep 
Score: -10285573.000000 Penalty: 5838.130371
	Iteration 15Q: 3 clusters Score -1.028557e+07 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 119126 members 
Entering Unmasked Estep 
Score: -10287501.000000 Penalty: 5838.130371
	Iteration 16Q: 3 clusters Score -1.02875e+07 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 121566 members 
Entering Unmasked Estep 
Score: -10289058.000000 Penalty: 5838.130371
	Iteration 17Q: 3 clusters Score -1.028906e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 123560 members 
Entering Unmasked Estep 
Score: -10290456.000000 Penalty: 5838.130371
	Iteration 18Q: 3 clusters Score -1.029046e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 125097 members 
Entering Unmasked Estep 
Score: -10291469.000000 Penalty: 5838.130371
	Iteration 19Q: 3 clusters Score -1.029147e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 126176 members 
Entering Unmasked Estep 
Score: -10292106.000000 Penalty: 5838.130371
	Iteration 20F: 3 clusters Score -1.029211e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 126918 members 
Entering Unmasked Estep 
Score: -10292610.000000 Penalty: 5838.130371
	Iteration 21Q: 3 clusters Score -1.029261e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 127408 members 
Entering Unmasked Estep 
Score: -10292883.000000 Penalty: 5838.130371
	Iteration 22Q: 3 clusters Score -1.029288e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 127732 members 
Entering Unmasked Estep 
Score: -10293148.000000 Penalty: 5838.130371
	Iteration 23Q: 3 clusters Score -1.029315e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 127951 members 
Entering Unmasked Estep 
Score: -10293344.000000 Penalty: 5838.130371
	Iteration 24Q: 3 clusters Score -1.029334e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 128095 members 
Entering Unmasked Estep 
Score: -10293489.000000 Penalty: 5838.130371
	Iteration 25Q: 3 clusters Score -1.029349e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 128197 members 
Entering Unmasked Estep 
Score: -10293641.000000 Penalty: 5838.130371
	Iteration 26Q: 3 clusters Score -1.029364e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 128239 members 
Entering Unmasked Estep 
Score: -10293726.000000 Penalty: 5838.130371
	Iteration 27Q: 3 clusters Score -1.029373e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 128269 members 
Entering Unmasked Estep 
Score: -10293844.000000 Penalty: 5838.130371
	Iteration 28Q: 3 clusters Score -1.029384e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 128289 members 
Entering Unmasked Estep 
Score: -10293927.000000 Penalty: 5838.130371
	Iteration 29Q: 3 clusters Score -1.029393e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 128296 members 
Entering Unmasked Estep 
Score: -10293992.000000 Penalty: 5838.130371
	Iteration 30Q: 3 clusters Score -1.029399e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 128288 members 
Entering Unmasked Estep 
Score: -10294054.000000 Penalty: 5838.130371
	Iteration 31Q: 3 clusters Score -1.029405e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 128289 members 
Entering Unmasked Estep 
Score: -10294104.000000 Penalty: 5838.130371
	Iteration 32Q: 3 clusters Score -1.02941e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 128273 members 
Entering Unmasked Estep 
Score: -10294150.000000 Penalty: 5838.130371
	Iteration 33Q: 3 clusters Score -1.029415e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 128253 members 
Entering Unmasked Estep 
Score: -10294199.000000 Penalty: 5838.130371
	Iteration 34Q: 3 clusters Score -1.02942e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 128231 members 
Entering Unmasked Estep 
Score: -10294211.000000 Penalty: 5838.130371
	Iteration 35Q: 3 clusters Score -1.029421e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 128218 members 
Entering Unmasked Estep 
Score: -10294231.000000 Penalty: 5838.130371
	Iteration 36Q: 3 clusters Score -1.029423e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 128208 members 
Entering Unmasked Estep 
Score: -10294236.000000 Penalty: 5838.130371
	Iteration 37Q: 3 clusters Score -1.029424e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 128196 members 
Entering Unmasked Estep 
Score: -10294234.000000 Penalty: 5838.130371
	Iteration 38Q: 3 clusters Score -1.029423e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 128184 members 
Entering Unmasked Estep 
Score: -10294253.000000 Penalty: 5838.130371
	Iteration 39Q: 3 clusters Score -1.029425e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 128170 members 
Entering Unmasked Estep 
Score: -10294278.000000 Penalty: 5838.130371
	Iteration 40F: 3 clusters Score -1.029428e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 128157 members 
Entering Unmasked Estep 
Score: -10294283.000000 Penalty: 5838.130371
	Iteration 41Q: 3 clusters Score -1.029428e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 128144 members 
Entering Unmasked Estep 
Score: -10294295.000000 Penalty: 5838.130371
	Iteration 42Q: 3 clusters Score -1.02943e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 128143 members 
Entering Unmasked Estep 
Score: -10294301.000000 Penalty: 5838.130371
	Iteration 43Q: 3 clusters Score -1.02943e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 128147 members 
Entering Unmasked Estep 
Score: -10294292.000000 Penalty: 5838.130371
	Iteration 44Q: 3 clusters Score -1.029429e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 128141 members 
Entering Unmasked Estep 
Score: -10294296.000000 Penalty: 5838.130371
	Iteration 45Q: 3 clusters Score -1.02943e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 128138 members 
Entering Unmasked Estep 
Score: -10294296.000000 Penalty: 5838.130371
	Iteration 46Q: 3 clusters Score -1.02943e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 128136 members 
Entering Unmasked Estep 
Score: -10294304.000000 Penalty: 5838.130371
	Iteration 47Q: 3 clusters Score -1.02943e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 128134 members 
Entering Unmasked Estep 
Score: -10294302.000000 Penalty: 5838.130371
	Iteration 48Q: 3 clusters Score -1.02943e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 128133 members 
Entering Unmasked Estep 
Score: -10294300.000000 Penalty: 5838.130371
	Iteration 49Q: 3 clusters Score -1.02943e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 128132 members 
Entering Unmasked Estep 
Score: -10294301.000000 Penalty: 5838.130371
	Iteration 50Q: 3 clusters Score -1.02943e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 128132 members 
Entering Unmasked Estep 
Score: -10294301.000000 Penalty: 5838.130371
	Iteration 51F: 3 clusters Score -1.02943e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (73045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73045 members 
Entering Unmasked Estep 
Score: -5893034.500000 Penalty: 2777.310059
	Iteration 0F: 2 clusters Score -5893034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36599 members 
Mstep: Class 2 contains 36446 members 
Entering Unmasked Estep 
Score: -5843791.500000 Penalty: 5554.620117
	Iteration 0F: 3 clusters Score -5843792 nChanged 34320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38415 members 
Mstep: Class 2 contains 34630 members 
Entering Unmasked Estep 
Score: -5863932.000000 Penalty: 5554.620117
	Iteration 1F: 3 clusters Score -5863932 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39919 members 
Mstep: Class 2 contains 33126 members 
Entering Unmasked Estep 
Score: -5865218.500000 Penalty: 5554.620117
	Iteration 2Q: 3 clusters Score -5865218 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42146 members 
Mstep: Class 2 contains 30899 members 
Entering Unmasked Estep 
Score: -5867260.500000 Penalty: 5554.620117
	Iteration 3F: 3 clusters Score -5867260 nChanged 4989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45199 members 
Mstep: Class 2 contains 27846 members 
Entering Unmasked Estep 
Score: -5870538.000000 Penalty: 5554.620117
	Iteration 4F: 3 clusters Score -5870538 nChanged 5717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48972 members 
Mstep: Class 2 contains 24073 members 
Entering Unmasked Estep 
Score: -5874713.500000 Penalty: 5554.620117
	Iteration 5F: 3 clusters Score -5874714 nChanged 5682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52938 members 
Mstep: Class 2 contains 20107 members 
Entering Unmasked Estep 
Score: -5878894.500000 Penalty: 5554.620117
	Iteration 6F: 3 clusters Score -5878894 nChanged 4700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56518 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -5882011.000000 Penalty: 5554.620117
	Iteration 7F: 3 clusters Score -5882011 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59507 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -5884120.000000 Penalty: 5554.620117
	Iteration 8Q: 3 clusters Score -5884120 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61995 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -5885602.000000 Penalty: 5554.620117
	Iteration 9Q: 3 clusters Score -5885602 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64169 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -5886803.500000 Penalty: 5554.620117
	Iteration 10Q: 3 clusters Score -5886804 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65921 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -5887805.500000 Penalty: 5554.620117
	Iteration 11Q: 3 clusters Score -5887806 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67385 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -5888679.000000 Penalty: 5554.620117
	Iteration 12Q: 3 clusters Score -5888679 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68492 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -5889375.000000 Penalty: 5554.620117
	Iteration 13Q: 3 clusters Score -5889375 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69303 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -5889946.500000 Penalty: 5554.620117
	Iteration 14Q: 3 clusters Score -5889946 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69864 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -5890408.000000 Penalty: 5554.620117
	Iteration 15Q: 3 clusters Score -5890408 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70236 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -5890862.000000 Penalty: 5554.620117
	Iteration 16Q: 3 clusters Score -5890862 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70465 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -5891153.000000 Penalty: 5554.620117
	Iteration 17Q: 3 clusters Score -5891153 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70544 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -5891381.000000 Penalty: 5554.620117
	Iteration 18Q: 3 clusters Score -5891381 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70586 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -5891600.500000 Penalty: 5554.620117
	Iteration 19Q: 3 clusters Score -5891600 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70593 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -5891785.500000 Penalty: 5554.620117
	Iteration 20F: 3 clusters Score -5891786 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70582 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -5891936.000000 Penalty: 5554.620117
	Iteration 21Q: 3 clusters Score -5891936 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70561 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -5892052.000000 Penalty: 5554.620117
	Iteration 22Q: 3 clusters Score -5892052 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70546 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -5892149.000000 Penalty: 5554.620117
	Iteration 23Q: 3 clusters Score -5892149 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70509 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -5892220.500000 Penalty: 5554.620117
	Iteration 24Q: 3 clusters Score -5892220 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70467 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -5892277.500000 Penalty: 5554.620117
	Iteration 25Q: 3 clusters Score -5892278 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70441 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -5892312.000000 Penalty: 5554.620117
	Iteration 26Q: 3 clusters Score -5892312 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70407 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -5892341.500000 Penalty: 5554.620117
	Iteration 27Q: 3 clusters Score -5892342 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70370 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -5892363.500000 Penalty: 5554.620117
	Iteration 28Q: 3 clusters Score -5892364 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70338 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -5892389.500000 Penalty: 5554.620117
	Iteration 29Q: 3 clusters Score -5892390 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70294 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -5892419.500000 Penalty: 5554.620117
	Iteration 30Q: 3 clusters Score -5892420 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70261 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -5892435.000000 Penalty: 5554.620117
	Iteration 31Q: 3 clusters Score -5892435 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70222 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -5892432.000000 Penalty: 5554.620117
	Iteration 32Q: 3 clusters Score -5892432 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70187 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -5892455.500000 Penalty: 5554.620117
	Iteration 33Q: 3 clusters Score -5892456 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70156 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -5892476.000000 Penalty: 5554.620117
	Iteration 34Q: 3 clusters Score -5892476 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70128 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -5892472.000000 Penalty: 5554.620117
	Iteration 35Q: 3 clusters Score -5892472 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70099 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -5892477.500000 Penalty: 5554.620117
	Iteration 36Q: 3 clusters Score -5892478 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70077 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -5892498.000000 Penalty: 5554.620117
	Iteration 37Q: 3 clusters Score -5892498 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70059 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -5892529.000000 Penalty: 5554.620117
	Iteration 38Q: 3 clusters Score -5892529 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70042 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -5892526.000000 Penalty: 5554.620117
	Iteration 39Q: 3 clusters Score -5892526 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70025 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -5892530.000000 Penalty: 5554.620117
	Iteration 40F: 3 clusters Score -5892530 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70001 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -5892531.500000 Penalty: 5554.620117
	Iteration 41Q: 3 clusters Score -5892532 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69982 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -5892548.500000 Penalty: 5554.620117
	Iteration 42Q: 3 clusters Score -5892548 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69967 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -5892552.000000 Penalty: 5554.620117
	Iteration 43Q: 3 clusters Score -5892552 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69947 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -5892550.500000 Penalty: 5554.620117
	Iteration 44Q: 3 clusters Score -5892550 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69918 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -5892562.500000 Penalty: 5554.620117
	Iteration 45Q: 3 clusters Score -5892562 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69901 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -5892577.500000 Penalty: 5554.620117
	Iteration 46Q: 3 clusters Score -5892578 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69876 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -5892587.000000 Penalty: 5554.620117
	Iteration 47Q: 3 clusters Score -5892587 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69846 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -5892594.000000 Penalty: 5554.620117
	Iteration 48Q: 3 clusters Score -5892594 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69814 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -5892603.000000 Penalty: 5554.620117
	Iteration 49Q: 3 clusters Score -5892603 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69780 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -5892603.000000 Penalty: 5554.620117
	Iteration 50Q: 3 clusters Score -5892603 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69762 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -5892596.500000 Penalty: 5554.620117
	Iteration 51Q: 3 clusters Score -5892596 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69740 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -5892613.500000 Penalty: 5554.620117
	Iteration 52Q: 3 clusters Score -5892614 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69724 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -5892633.500000 Penalty: 5554.620117
	Iteration 53Q: 3 clusters Score -5892634 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69708 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -5892639.000000 Penalty: 5554.620117
	Iteration 54Q: 3 clusters Score -5892639 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69696 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -5892640.000000 Penalty: 5554.620117
	Iteration 55Q: 3 clusters Score -5892640 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69683 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -5892643.500000 Penalty: 5554.620117
	Iteration 56Q: 3 clusters Score -5892644 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69668 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -5892640.500000 Penalty: 5554.620117
	Iteration 57Q: 3 clusters Score -5892640 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69660 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -5892634.500000 Penalty: 5554.620117
	Iteration 58Q: 3 clusters Score -5892634 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69653 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -5892634.000000 Penalty: 5554.620117
	Iteration 59Q: 3 clusters Score -5892634 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69640 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -5892646.500000 Penalty: 5554.620117
	Iteration 60F: 3 clusters Score -5892646 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69625 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -5892652.000000 Penalty: 5554.620117
	Iteration 61Q: 3 clusters Score -5892652 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69615 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -5892653.000000 Penalty: 5554.620117
	Iteration 62Q: 3 clusters Score -5892653 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69604 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -5892642.500000 Penalty: 5554.620117
	Iteration 63Q: 3 clusters Score -5892642 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69595 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -5892648.500000 Penalty: 5554.620117
	Iteration 64Q: 3 clusters Score -5892648 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69582 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -5892655.500000 Penalty: 5554.620117
	Iteration 65Q: 3 clusters Score -5892656 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69566 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -5892658.500000 Penalty: 5554.620117
	Iteration 66Q: 3 clusters Score -5892658 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69556 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -5892673.000000 Penalty: 5554.620117
	Iteration 67Q: 3 clusters Score -5892673 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69543 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -5892667.500000 Penalty: 5554.620117
	Iteration 68Q: 3 clusters Score -5892668 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69531 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -5892670.500000 Penalty: 5554.620117
	Iteration 69Q: 3 clusters Score -5892670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69527 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -5892665.500000 Penalty: 5554.620117
	Iteration 70Q: 3 clusters Score -5892666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69522 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -5892663.000000 Penalty: 5554.620117
	Iteration 71Q: 3 clusters Score -5892663 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69517 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -5892666.000000 Penalty: 5554.620117
	Iteration 72Q: 3 clusters Score -5892666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69514 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -5892668.000000 Penalty: 5554.620117
	Iteration 73Q: 3 clusters Score -5892668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69513 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -5892671.000000 Penalty: 5554.620117
	Iteration 74Q: 3 clusters Score -5892671 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69513 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -5892671.000000 Penalty: 5554.620117
	Iteration 75F: 3 clusters Score -5892671 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (88984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88984 members 
Entering Unmasked Estep 
Score: -7198466.500000 Penalty: 2826.260498
	Iteration 0F: 2 clusters Score -7198466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44502 members 
Mstep: Class 2 contains 44482 members 
Entering Unmasked Estep 
Score: -7139274.000000 Penalty: 5652.520996
	Iteration 0F: 3 clusters Score -7139274 nChanged 41766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44412 members 
Mstep: Class 2 contains 44572 members 
Entering Unmasked Estep 
Score: -7162639.000000 Penalty: 5652.520996
	Iteration 1F: 3 clusters Score -7162639 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44355 members 
Mstep: Class 2 contains 44629 members 
Entering Unmasked Estep 
Score: -7163263.000000 Penalty: 5652.520996
	Iteration 2Q: 3 clusters Score -7163263 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44297 members 
Mstep: Class 2 contains 44687 members 
Entering Unmasked Estep 
Score: -7163933.500000 Penalty: 5652.520996
	Iteration 3Q: 3 clusters Score -7163934 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44124 members 
Mstep: Class 2 contains 44860 members 
Entering Unmasked Estep 
Score: -7164548.000000 Penalty: 5652.520996
	Iteration 4Q: 3 clusters Score -7164548 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43772 members 
Mstep: Class 2 contains 45212 members 
Entering Unmasked Estep 
Score: -7165425.000000 Penalty: 5652.520996
	Iteration 5Q: 3 clusters Score -7165425 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43204 members 
Mstep: Class 2 contains 45780 members 
Entering Unmasked Estep 
Score: -7166502.500000 Penalty: 5652.520996
	Iteration 6Q: 3 clusters Score -7166502 nChanged 3620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42230 members 
Mstep: Class 2 contains 46754 members 
Entering Unmasked Estep 
Score: -7167899.500000 Penalty: 5652.520996
	Iteration 7Q: 3 clusters Score -7167900 nChanged 4142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40812 members 
Mstep: Class 2 contains 48172 members 
Entering Unmasked Estep 
Score: -7169806.500000 Penalty: 5652.520996
	Iteration 8Q: 3 clusters Score -7169806 nChanged 4717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38717 members 
Mstep: Class 2 contains 50267 members 
Entering Unmasked Estep 
Score: -7172107.000000 Penalty: 5652.520996
	Iteration 9F: 3 clusters Score -7172107 nChanged 5002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36067 members 
Mstep: Class 2 contains 52917 members 
Entering Unmasked Estep 
Score: -7174812.000000 Penalty: 5652.520996
	Iteration 10F: 3 clusters Score -7174812 nChanged 5106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32921 members 
Mstep: Class 2 contains 56063 members 
Entering Unmasked Estep 
Score: -7177845.500000 Penalty: 5652.520996
	Iteration 11F: 3 clusters Score -7177846 nChanged 4733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29604 members 
Mstep: Class 2 contains 59380 members 
Entering Unmasked Estep 
Score: -7181064.000000 Penalty: 5652.520996
	Iteration 12F: 3 clusters Score -7181064 nChanged 4243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26513 members 
Mstep: Class 2 contains 62471 members 
Entering Unmasked Estep 
Score: -7184238.500000 Penalty: 5652.520996
	Iteration 13Q: 3 clusters Score -7184238 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23916 members 
Mstep: Class 2 contains 65068 members 
Entering Unmasked Estep 
Score: -7186711.500000 Penalty: 5652.520996
	Iteration 14Q: 3 clusters Score -7186712 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21814 members 
Mstep: Class 2 contains 67170 members 
Entering Unmasked Estep 
Score: -7188235.000000 Penalty: 5652.520996
	Iteration 15Q: 3 clusters Score -7188235 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20049 members 
Mstep: Class 2 contains 68935 members 
Entering Unmasked Estep 
Score: -7189171.000000 Penalty: 5652.520996
	Iteration 16Q: 3 clusters Score -7189171 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18469 members 
Mstep: Class 2 contains 70515 members 
Entering Unmasked Estep 
Score: -7189894.000000 Penalty: 5652.520996
	Iteration 17Q: 3 clusters Score -7189894 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 2 contains 71993 members 
Entering Unmasked Estep 
Score: -7190482.000000 Penalty: 5652.520996
	Iteration 18Q: 3 clusters Score -7190482 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15632 members 
Mstep: Class 2 contains 73352 members 
Entering Unmasked Estep 
Score: -7191026.500000 Penalty: 5652.520996
	Iteration 19Q: 3 clusters Score -7191026 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 74694 members 
Entering Unmasked Estep 
Score: -7191592.500000 Penalty: 5652.520996
	Iteration 20F: 3 clusters Score -7191592 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 75977 members 
Entering Unmasked Estep 
Score: -7192059.500000 Penalty: 5652.520996
	Iteration 21Q: 3 clusters Score -7192060 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 77178 members 
Entering Unmasked Estep 
Score: -7192553.500000 Penalty: 5652.520996
	Iteration 22Q: 3 clusters Score -7192554 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 78314 members 
Entering Unmasked Estep 
Score: -7192961.000000 Penalty: 5652.520996
	Iteration 23Q: 3 clusters Score -7192961 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 79351 members 
Entering Unmasked Estep 
Score: -7193395.500000 Penalty: 5652.520996
	Iteration 24Q: 3 clusters Score -7193396 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 80292 members 
Entering Unmasked Estep 
Score: -7193797.000000 Penalty: 5652.520996
	Iteration 25Q: 3 clusters Score -7193797 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 81228 members 
Entering Unmasked Estep 
Score: -7194149.000000 Penalty: 5652.520996
	Iteration 26Q: 3 clusters Score -7194149 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 82092 members 
Entering Unmasked Estep 
Score: -7194540.500000 Penalty: 5652.520996
	Iteration 27Q: 3 clusters Score -7194540 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 82846 members 
Entering Unmasked Estep 
Score: -7194855.000000 Penalty: 5652.520996
	Iteration 28Q: 3 clusters Score -7194855 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 83524 members 
Entering Unmasked Estep 
Score: -7195120.000000 Penalty: 5652.520996
	Iteration 29Q: 3 clusters Score -7195120 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 84147 members 
Entering Unmasked Estep 
Score: -7195376.500000 Penalty: 5652.520996
	Iteration 30Q: 3 clusters Score -7195376 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 84647 members 
Entering Unmasked Estep 
Score: -7195586.500000 Penalty: 5652.520996
	Iteration 31Q: 3 clusters Score -7195586 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 85068 members 
Entering Unmasked Estep 
Score: -7195749.000000 Penalty: 5652.520996
	Iteration 32Q: 3 clusters Score -7195749 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 85441 members 
Entering Unmasked Estep 
Score: -7195901.000000 Penalty: 5652.520996
	Iteration 33Q: 3 clusters Score -7195901 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 85747 members 
Entering Unmasked Estep 
Score: -7195998.000000 Penalty: 5652.520996
	Iteration 34Q: 3 clusters Score -7195998 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 85990 members 
Entering Unmasked Estep 
Score: -7196101.500000 Penalty: 5652.520996
	Iteration 35Q: 3 clusters Score -7196102 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 86201 members 
Entering Unmasked Estep 
Score: -7196192.500000 Penalty: 5652.520996
	Iteration 36Q: 3 clusters Score -7196192 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 86379 members 
Entering Unmasked Estep 
Score: -7196239.000000 Penalty: 5652.520996
	Iteration 37Q: 3 clusters Score -7196239 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 86531 members 
Entering Unmasked Estep 
Score: -7196288.000000 Penalty: 5652.520996
	Iteration 38Q: 3 clusters Score -7196288 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 86660 members 
Entering Unmasked Estep 
Score: -7196311.500000 Penalty: 5652.520996
	Iteration 39Q: 3 clusters Score -7196312 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 86752 members 
Entering Unmasked Estep 
Score: -7196347.000000 Penalty: 5652.520996
	Iteration 40F: 3 clusters Score -7196347 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 86838 members 
Entering Unmasked Estep 
Score: -7196391.000000 Penalty: 5652.520996
	Iteration 41Q: 3 clusters Score -7196391 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 86925 members 
Entering Unmasked Estep 
Score: -7196400.000000 Penalty: 5652.520996
	Iteration 42Q: 3 clusters Score -7196400 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 86994 members 
Entering Unmasked Estep 
Score: -7196426.000000 Penalty: 5652.520996
	Iteration 43Q: 3 clusters Score -7196426 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 87059 members 
Entering Unmasked Estep 
Score: -7196437.000000 Penalty: 5652.520996
	Iteration 44Q: 3 clusters Score -7196437 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 87118 members 
Entering Unmasked Estep 
Score: -7196450.500000 Penalty: 5652.520996
	Iteration 45Q: 3 clusters Score -7196450 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 87157 members 
Entering Unmasked Estep 
Score: -7196464.500000 Penalty: 5652.520996
	Iteration 46Q: 3 clusters Score -7196464 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 87205 members 
Entering Unmasked Estep 
Score: -7196471.000000 Penalty: 5652.520996
	Iteration 47Q: 3 clusters Score -7196471 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 87234 members 
Entering Unmasked Estep 
Score: -7196475.500000 Penalty: 5652.520996
	Iteration 48Q: 3 clusters Score -7196476 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 87263 members 
Entering Unmasked Estep 
Score: -7196486.000000 Penalty: 5652.520996
	Iteration 49Q: 3 clusters Score -7196486 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 87282 members 
Entering Unmasked Estep 
Score: -7196499.000000 Penalty: 5652.520996
	Iteration 50Q: 3 clusters Score -7196499 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 87298 members 
Entering Unmasked Estep 
Score: -7196488.500000 Penalty: 5652.520996
	Iteration 51Q: 3 clusters Score -7196488 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 87314 members 
Entering Unmasked Estep 
Score: -7196493.000000 Penalty: 5652.520996
	Iteration 52Q: 3 clusters Score -7196493 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 87327 members 
Entering Unmasked Estep 
Score: -7196502.000000 Penalty: 5652.520996
	Iteration 53Q: 3 clusters Score -7196502 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 87336 members 
Entering Unmasked Estep 
Score: -7196498.500000 Penalty: 5652.520996
	Iteration 54Q: 3 clusters Score -7196498 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 87349 members 
Entering Unmasked Estep 
Score: -7196506.000000 Penalty: 5652.520996
	Iteration 55Q: 3 clusters Score -7196506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 87355 members 
Entering Unmasked Estep 
Score: -7196508.000000 Penalty: 5652.520996
	Iteration 56Q: 3 clusters Score -7196508 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 87363 members 
Entering Unmasked Estep 
Score: -7196513.500000 Penalty: 5652.520996
	Iteration 57Q: 3 clusters Score -7196514 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 87373 members 
Entering Unmasked Estep 
Score: -7196515.000000 Penalty: 5652.520996
	Iteration 58Q: 3 clusters Score -7196515 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 87381 members 
Entering Unmasked Estep 
Score: -7196518.000000 Penalty: 5652.520996
	Iteration 59Q: 3 clusters Score -7196518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 87384 members 
Entering Unmasked Estep 
Score: -7196517.000000 Penalty: 5652.520996
	Iteration 60F: 3 clusters Score -7196517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 87387 members 
Entering Unmasked Estep 
Score: -7196514.000000 Penalty: 5652.520996
	Iteration 61Q: 3 clusters Score -7196514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 87392 members 
Entering Unmasked Estep 
Score: -7196518.500000 Penalty: 5652.520996
	Iteration 62Q: 3 clusters Score -7196518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 87396 members 
Entering Unmasked Estep 
Score: -7196516.000000 Penalty: 5652.520996
	Iteration 63Q: 3 clusters Score -7196516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 87396 members 
Entering Unmasked Estep 
Score: -7196516.000000 Penalty: 5652.520996
	Iteration 64F: 3 clusters Score -7196516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Entering Unmasked Estep 
Score: -142349.812500 Penalty: 1901.106812
	Iteration 0F: 2 clusters Score -142349.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -139650.937500 Penalty: 3802.213623
	Iteration 0F: 3 clusters Score -139650.9 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -140244.140625 Penalty: 3802.213623
	Iteration 1F: 3 clusters Score -140244.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -140453.843750 Penalty: 3802.213623
	Iteration 2F: 3 clusters Score -140453.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -140574.046875 Penalty: 3802.213623
	Iteration 3F: 3 clusters Score -140574 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -140649.546875 Penalty: 3802.213623
	Iteration 4Q: 3 clusters Score -140649.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -140707.500000 Penalty: 3802.213623
	Iteration 5Q: 3 clusters Score -140707.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -140764.343750 Penalty: 3802.213623
	Iteration 6Q: 3 clusters Score -140764.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -140811.125000 Penalty: 3802.213623
	Iteration 7Q: 3 clusters Score -140811.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -140857.062500 Penalty: 3802.213623
	Iteration 8Q: 3 clusters Score -140857.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -140895.437500 Penalty: 3802.213623
	Iteration 9Q: 3 clusters Score -140895.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -140921.218750 Penalty: 3802.213623
	Iteration 10Q: 3 clusters Score -140921.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -140945.671875 Penalty: 3802.213623
	Iteration 11Q: 3 clusters Score -140945.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -140986.015625 Penalty: 3802.213623
	Iteration 12Q: 3 clusters Score -140986 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -141010.859375 Penalty: 3802.213623
	Iteration 13Q: 3 clusters Score -141010.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -141026.687500 Penalty: 3802.213623
	Iteration 14Q: 3 clusters Score -141026.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -141034.000000 Penalty: 3802.213623
	Iteration 15Q: 3 clusters Score -141034 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -141042.281250 Penalty: 3802.213623
	Iteration 16Q: 3 clusters Score -141042.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -141052.687500 Penalty: 3802.213623
	Iteration 17Q: 3 clusters Score -141052.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -141065.609375 Penalty: 3802.213623
	Iteration 18Q: 3 clusters Score -141065.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -141080.234375 Penalty: 3802.213623
	Iteration 19Q: 3 clusters Score -141080.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -141099.953125 Penalty: 3802.213623
	Iteration 20F: 3 clusters Score -141100 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -141119.671875 Penalty: 3802.213623
	Iteration 21Q: 3 clusters Score -141119.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -141131.796875 Penalty: 3802.213623
	Iteration 22Q: 3 clusters Score -141131.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -141143.421875 Penalty: 3802.213623
	Iteration 23Q: 3 clusters Score -141143.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -141153.171875 Penalty: 3802.213623
	Iteration 24Q: 3 clusters Score -141153.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -141159.750000 Penalty: 3802.213623
	Iteration 25Q: 3 clusters Score -141159.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -141162.875000 Penalty: 3802.213623
	Iteration 26Q: 3 clusters Score -141162.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -141167.593750 Penalty: 3802.213623
	Iteration 27Q: 3 clusters Score -141167.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -141173.484375 Penalty: 3802.213623
	Iteration 28Q: 3 clusters Score -141173.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -141179.578125 Penalty: 3802.213623
	Iteration 29Q: 3 clusters Score -141179.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -141187.406250 Penalty: 3802.213623
	Iteration 30Q: 3 clusters Score -141187.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -141190.046875 Penalty: 3802.213623
	Iteration 31Q: 3 clusters Score -141190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -141193.250000 Penalty: 3802.213623
	Iteration 32Q: 3 clusters Score -141193.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -141197.718750 Penalty: 3802.213623
	Iteration 33Q: 3 clusters Score -141197.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -141201.765625 Penalty: 3802.213623
	Iteration 34Q: 3 clusters Score -141201.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -141203.734375 Penalty: 3802.213623
	Iteration 35Q: 3 clusters Score -141203.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -141203.734375 Penalty: 3802.213623
	Iteration 36F: 3 clusters Score -141203.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (27404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27404 members 
Entering Unmasked Estep 
Score: -2102289.750000 Penalty: 2534.174072
	Iteration 0F: 2 clusters Score -2102290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -2083329.875000 Penalty: 5068.348145
	Iteration 0F: 3 clusters Score -2083330 nChanged 12309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -2089937.625000 Penalty: 5068.348145
	Iteration 1F: 3 clusters Score -2089938 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -2090569.375000 Penalty: 5068.348145
	Iteration 2F: 3 clusters Score -2090569 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -2091305.125000 Penalty: 5068.348145
	Iteration 3F: 3 clusters Score -2091305 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 17040 members 
Entering Unmasked Estep 
Score: -2092348.875000 Penalty: 5068.348145
	Iteration 4F: 3 clusters Score -2092349 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 18423 members 
Entering Unmasked Estep 
Score: -2093810.750000 Penalty: 5068.348145
	Iteration 5F: 3 clusters Score -2093811 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 20061 members 
Entering Unmasked Estep 
Score: -2095613.250000 Penalty: 5068.348145
	Iteration 6F: 3 clusters Score -2095613 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 21837 members 
Entering Unmasked Estep 
Score: -2097517.000000 Penalty: 5068.348145
	Iteration 7F: 3 clusters Score -2097517 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 23402 members 
Entering Unmasked Estep 
Score: -2099196.750000 Penalty: 5068.348145
	Iteration 8F: 3 clusters Score -2099197 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 24479 members 
Entering Unmasked Estep 
Score: -2100404.000000 Penalty: 5068.348145
	Iteration 9Q: 3 clusters Score -2100404 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 25077 members 
Entering Unmasked Estep 
Score: -2101106.750000 Penalty: 5068.348145
	Iteration 10Q: 3 clusters Score -2101107 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 25412 members 
Entering Unmasked Estep 
Score: -2101527.500000 Penalty: 5068.348145
	Iteration 11Q: 3 clusters Score -2101528 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 25591 members 
Entering Unmasked Estep 
Score: -2101806.250000 Penalty: 5068.348145
	Iteration 12Q: 3 clusters Score -2101806 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 25692 members 
Entering Unmasked Estep 
Score: -2102046.000000 Penalty: 5068.348145
	Iteration 13Q: 3 clusters Score -2102046 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 25750 members 
Entering Unmasked Estep 
Score: -2102181.750000 Penalty: 5068.348145
	Iteration 14Q: 3 clusters Score -2102182 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 25799 members 
Entering Unmasked Estep 
Score: -2102274.750000 Penalty: 5068.348145
	Iteration 15Q: 3 clusters Score -2102275 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 25821 members 
Entering Unmasked Estep 
Score: -2102325.500000 Penalty: 5068.348145
	Iteration 16Q: 3 clusters Score -2102326 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 25825 members 
Entering Unmasked Estep 
Score: -2102354.750000 Penalty: 5068.348145
	Iteration 17Q: 3 clusters Score -2102355 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 25823 members 
Entering Unmasked Estep 
Score: -2102369.500000 Penalty: 5068.348145
	Iteration 18Q: 3 clusters Score -2102370 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 25817 members 
Entering Unmasked Estep 
Score: -2102380.500000 Penalty: 5068.348145
	Iteration 19Q: 3 clusters Score -2102380 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 25817 members 
Entering Unmasked Estep 
Score: -2102385.250000 Penalty: 5068.348145
	Iteration 20F: 3 clusters Score -2102385 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 25813 members 
Entering Unmasked Estep 
Score: -2102388.250000 Penalty: 5068.348145
	Iteration 21Q: 3 clusters Score -2102388 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 25807 members 
Entering Unmasked Estep 
Score: -2102391.250000 Penalty: 5068.348145
	Iteration 22Q: 3 clusters Score -2102391 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 25809 members 
Entering Unmasked Estep 
Score: -2102392.500000 Penalty: 5068.348145
	Iteration 23Q: 3 clusters Score -2102392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 25808 members 
Entering Unmasked Estep 
Score: -2102394.000000 Penalty: 5068.348145
	Iteration 24Q: 3 clusters Score -2102394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 25807 members 
Entering Unmasked Estep 
Score: -2102393.750000 Penalty: 5068.348145
	Iteration 25Q: 3 clusters Score -2102394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 25806 members 
Entering Unmasked Estep 
Score: -2102393.250000 Penalty: 5068.348145
	Iteration 26Q: 3 clusters Score -2102393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 25805 members 
Entering Unmasked Estep 
Score: -2102394.250000 Penalty: 5068.348145
	Iteration 27Q: 3 clusters Score -2102394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 25805 members 
Entering Unmasked Estep 
Score: -2102397.250000 Penalty: 5068.348145
	Iteration 28Q: 3 clusters Score -2102397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 25804 members 
Entering Unmasked Estep 
Score: -2102393.250000 Penalty: 5068.348145
	Iteration 29Q: 3 clusters Score -2102393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 25805 members 
Entering Unmasked Estep 
Score: -2102398.750000 Penalty: 5068.348145
	Iteration 30Q: 3 clusters Score -2102399 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 25805 members 
Entering Unmasked Estep 
Score: -2102398.750000 Penalty: 5068.348145
	Iteration 31F: 3 clusters Score -2102399 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 3176 members 
Mstep: Class 3 contains 82376 members 
Mstep: Class 4 contains 3459 members 
Mstep: Class 5 contains 369329 members 
Mstep: Class 6 contains 4457 members 
Mstep: Class 7 contains 6286 members 
Mstep: Class 8 contains 6716 members 
Mstep: Class 9 contains 5230 members 
Mstep: Class 10 contains 28048 members 
Mstep: Class 11 contains 218817 members 
Mstep: Class 12 contains 49563 members 
Mstep: Class 13 contains 154410 members 
Mstep: Class 14 contains 129369 members 
Mstep: Class 15 contains 73045 members 
Mstep: Class 16 contains 88984 members 
Mstep: Class 17 contains 2134 members 
Mstep: Class 18 contains 1599 members 
Mstep: Class 19 contains 4542 members 
Mstep: Class 20 contains 8470 members 
Mstep: Class 21 contains 45443 members 
Mstep: Class 22 contains 28360 members 
Mstep: Class 23 contains 9016 members 
Mstep: Class 24 contains 7661 members 
Mstep: Class 25 contains 24256 members 
Mstep: Class 26 contains 16215 members 
Mstep: Class 27 contains 6079 members 
Mstep: Class 28 contains 7811 members 
Mstep: Class 29 contains 3697 members 
Mstep: Class 30 contains 10000 members 
Mstep: Class 31 contains 25658 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 25805 members 
Entering Unmasked Estep 
Score: -111974272.000000 Penalty: 116180.585938
Splitting cluster 18 changes total score from -111974976.000000 to -111974272.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (4542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Entering Unmasked Estep 
Score: -331554.437500 Penalty: 2088.438477
	Iteration 0F: 2 clusters Score -331554.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -327358.406250 Penalty: 4176.876953
	Iteration 0F: 3 clusters Score -327358.4 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -328550.250000 Penalty: 4176.876953
	Iteration 1F: 3 clusters Score -328550.2 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -328933.468750 Penalty: 4176.876953
	Iteration 2F: 3 clusters Score -328933.5 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -329332.125000 Penalty: 4176.876953
	Iteration 3F: 3 clusters Score -329332.1 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -329869.375000 Penalty: 4176.876953
	Iteration 4F: 3 clusters Score -329869.4 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -330302.718750 Penalty: 4176.876953
	Iteration 5F: 3 clusters Score -330302.7 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -330589.750000 Penalty: 4176.876953
	Iteration 6F: 3 clusters Score -330589.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -330730.656250 Penalty: 4176.876953
	Iteration 7Q: 3 clusters Score -330730.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -330802.843750 Penalty: 4176.876953
	Iteration 8Q: 3 clusters Score -330802.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -330846.343750 Penalty: 4176.876953
	Iteration 9Q: 3 clusters Score -330846.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -330869.968750 Penalty: 4176.876953
	Iteration 10Q: 3 clusters Score -330870 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -330884.250000 Penalty: 4176.876953
	Iteration 11Q: 3 clusters Score -330884.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -330892.125000 Penalty: 4176.876953
	Iteration 12Q: 3 clusters Score -330892.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -330895.500000 Penalty: 4176.876953
	Iteration 13Q: 3 clusters Score -330895.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -330899.250000 Penalty: 4176.876953
	Iteration 14Q: 3 clusters Score -330899.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -330902.750000 Penalty: 4176.876953
	Iteration 15Q: 3 clusters Score -330902.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -330903.593750 Penalty: 4176.876953
	Iteration 16Q: 3 clusters Score -330903.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -330903.718750 Penalty: 4176.876953
	Iteration 17Q: 3 clusters Score -330903.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -330904.156250 Penalty: 4176.876953
	Iteration 18Q: 3 clusters Score -330904.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -330905.468750 Penalty: 4176.876953
	Iteration 19Q: 3 clusters Score -330905.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -330906.531250 Penalty: 4176.876953
	Iteration 20F: 3 clusters Score -330906.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -330907.687500 Penalty: 4176.876953
	Iteration 21Q: 3 clusters Score -330907.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -330908.656250 Penalty: 4176.876953
	Iteration 22Q: 3 clusters Score -330908.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -330909.875000 Penalty: 4176.876953
	Iteration 23Q: 3 clusters Score -330909.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -330911.625000 Penalty: 4176.876953
	Iteration 24Q: 3 clusters Score -330911.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -330915.000000 Penalty: 4176.876953
	Iteration 25Q: 3 clusters Score -330915 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -330916.718750 Penalty: 4176.876953
	Iteration 26Q: 3 clusters Score -330916.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -330920.093750 Penalty: 4176.876953
	Iteration 27Q: 3 clusters Score -330920.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -330922.625000 Penalty: 4176.876953
	Iteration 28Q: 3 clusters Score -330922.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -330922.437500 Penalty: 4176.876953
	Iteration 29Q: 3 clusters Score -330922.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -330922.812500 Penalty: 4176.876953
	Iteration 30Q: 3 clusters Score -330922.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -330924.343750 Penalty: 4176.876953
	Iteration 31Q: 3 clusters Score -330924.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -330925.125000 Penalty: 4176.876953
	Iteration 32Q: 3 clusters Score -330925.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -330925.125000 Penalty: 4176.876953
	Iteration 33F: 3 clusters Score -330925.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Entering Unmasked Estep 
Score: -652716.937500 Penalty: 2242.982910
	Iteration 0F: 2 clusters Score -652716.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -646078.250000 Penalty: 4485.965820
	Iteration 0F: 3 clusters Score -646078.2 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -648228.437500 Penalty: 4485.965820
	Iteration 1F: 3 clusters Score -648228.4 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -648821.875000 Penalty: 4485.965820
	Iteration 2F: 3 clusters Score -648821.9 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -649260.687500 Penalty: 4485.965820
	Iteration 3F: 3 clusters Score -649260.7 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -649673.125000 Penalty: 4485.965820
	Iteration 4F: 3 clusters Score -649673.1 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -650064.000000 Penalty: 4485.965820
	Iteration 5F: 3 clusters Score -650064 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -650364.812500 Penalty: 4485.965820
	Iteration 6F: 3 clusters Score -650364.8 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -650553.312500 Penalty: 4485.965820
	Iteration 7Q: 3 clusters Score -650553.3 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -650706.937500 Penalty: 4485.965820
	Iteration 8Q: 3 clusters Score -650706.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -650802.875000 Penalty: 4485.965820
	Iteration 9Q: 3 clusters Score -650802.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -650876.500000 Penalty: 4485.965820
	Iteration 10Q: 3 clusters Score -650876.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -650942.312500 Penalty: 4485.965820
	Iteration 11Q: 3 clusters Score -650942.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -651002.687500 Penalty: 4485.965820
	Iteration 12Q: 3 clusters Score -651002.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -651051.750000 Penalty: 4485.965820
	Iteration 13Q: 3 clusters Score -651051.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -651092.312500 Penalty: 4485.965820
	Iteration 14Q: 3 clusters Score -651092.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -651124.500000 Penalty: 4485.965820
	Iteration 15Q: 3 clusters Score -651124.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -651158.187500 Penalty: 4485.965820
	Iteration 16Q: 3 clusters Score -651158.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -651189.000000 Penalty: 4485.965820
	Iteration 17Q: 3 clusters Score -651189 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -651226.250000 Penalty: 4485.965820
	Iteration 18Q: 3 clusters Score -651226.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -651272.312500 Penalty: 4485.965820
	Iteration 19Q: 3 clusters Score -651272.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -651363.625000 Penalty: 4485.965820
	Iteration 20F: 3 clusters Score -651363.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -651501.125000 Penalty: 4485.965820
	Iteration 21Q: 3 clusters Score -651501.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -651610.062500 Penalty: 4485.965820
	Iteration 22Q: 3 clusters Score -651610.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -651711.875000 Penalty: 4485.965820
	Iteration 23Q: 3 clusters Score -651711.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -651812.875000 Penalty: 4485.965820
	Iteration 24Q: 3 clusters Score -651812.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -651888.937500 Penalty: 4485.965820
	Iteration 25Q: 3 clusters Score -651888.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -651934.500000 Penalty: 4485.965820
	Iteration 26Q: 3 clusters Score -651934.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -651962.875000 Penalty: 4485.965820
	Iteration 27Q: 3 clusters Score -651962.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -651981.750000 Penalty: 4485.965820
	Iteration 28Q: 3 clusters Score -651981.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -651996.250000 Penalty: 4485.965820
	Iteration 29Q: 3 clusters Score -651996.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -652004.125000 Penalty: 4485.965820
	Iteration 30Q: 3 clusters Score -652004.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -652007.562500 Penalty: 4485.965820
	Iteration 31Q: 3 clusters Score -652007.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -652010.625000 Penalty: 4485.965820
	Iteration 32Q: 3 clusters Score -652010.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -652010.000000 Penalty: 4485.965820
	Iteration 33Q: 3 clusters Score -652010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -652011.625000 Penalty: 4485.965820
	Iteration 34Q: 3 clusters Score -652011.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -652013.125000 Penalty: 4485.965820
	Iteration 35Q: 3 clusters Score -652013.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -652012.312500 Penalty: 4485.965820
	Iteration 36Q: 3 clusters Score -652012.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -652012.375000 Penalty: 4485.965820
	Iteration 37Q: 3 clusters Score -652012.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -652012.375000 Penalty: 4485.965820
	Iteration 38F: 3 clusters Score -652012.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (45443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45443 members 
Entering Unmasked Estep 
Score: -3563564.000000 Penalty: 2659.605225
	Iteration 0F: 2 clusters Score -3563564 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22577 members 
Mstep: Class 2 contains 22866 members 
Entering Unmasked Estep 
Score: -3532842.750000 Penalty: 5319.210449
	Iteration 0F: 3 clusters Score -3532843 nChanged 20917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21886 members 
Mstep: Class 2 contains 23557 members 
Entering Unmasked Estep 
Score: -3544693.500000 Penalty: 5319.210449
	Iteration 1F: 3 clusters Score -3544694 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21602 members 
Mstep: Class 2 contains 23841 members 
Entering Unmasked Estep 
Score: -3545508.500000 Penalty: 5319.210449
	Iteration 2Q: 3 clusters Score -3545508 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21276 members 
Mstep: Class 2 contains 24167 members 
Entering Unmasked Estep 
Score: -3546489.500000 Penalty: 5319.210449
	Iteration 3Q: 3 clusters Score -3546490 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20862 members 
Mstep: Class 2 contains 24581 members 
Entering Unmasked Estep 
Score: -3547704.000000 Penalty: 5319.210449
	Iteration 4F: 3 clusters Score -3547704 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20371 members 
Mstep: Class 2 contains 25072 members 
Entering Unmasked Estep 
Score: -3549277.500000 Penalty: 5319.210449
	Iteration 5F: 3 clusters Score -3549278 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19762 members 
Mstep: Class 2 contains 25681 members 
Entering Unmasked Estep 
Score: -3551078.000000 Penalty: 5319.210449
	Iteration 6F: 3 clusters Score -3551078 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19083 members 
Mstep: Class 2 contains 26360 members 
Entering Unmasked Estep 
Score: -3552918.500000 Penalty: 5319.210449
	Iteration 7F: 3 clusters Score -3552918 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18471 members 
Mstep: Class 2 contains 26972 members 
Entering Unmasked Estep 
Score: -3554478.750000 Penalty: 5319.210449
	Iteration 8F: 3 clusters Score -3554479 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17941 members 
Mstep: Class 2 contains 27502 members 
Entering Unmasked Estep 
Score: -3555638.250000 Penalty: 5319.210449
	Iteration 9Q: 3 clusters Score -3555638 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17447 members 
Mstep: Class 2 contains 27996 members 
Entering Unmasked Estep 
Score: -3556486.500000 Penalty: 5319.210449
	Iteration 10Q: 3 clusters Score -3556486 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17080 members 
Mstep: Class 2 contains 28363 members 
Entering Unmasked Estep 
Score: -3557114.750000 Penalty: 5319.210449
	Iteration 11Q: 3 clusters Score -3557115 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16829 members 
Mstep: Class 2 contains 28614 members 
Entering Unmasked Estep 
Score: -3557568.250000 Penalty: 5319.210449
	Iteration 12Q: 3 clusters Score -3557568 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16684 members 
Mstep: Class 2 contains 28759 members 
Entering Unmasked Estep 
Score: -3558026.250000 Penalty: 5319.210449
	Iteration 13Q: 3 clusters Score -3558026 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 28833 members 
Entering Unmasked Estep 
Score: -3558389.500000 Penalty: 5319.210449
	Iteration 14Q: 3 clusters Score -3558390 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 28812 members 
Entering Unmasked Estep 
Score: -3558719.250000 Penalty: 5319.210449
	Iteration 15Q: 3 clusters Score -3558719 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16744 members 
Mstep: Class 2 contains 28699 members 
Entering Unmasked Estep 
Score: -3559024.750000 Penalty: 5319.210449
	Iteration 16Q: 3 clusters Score -3559025 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 28497 members 
Entering Unmasked Estep 
Score: -3559282.250000 Penalty: 5319.210449
	Iteration 17Q: 3 clusters Score -3559282 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 28315 members 
Entering Unmasked Estep 
Score: -3559487.250000 Penalty: 5319.210449
	Iteration 18Q: 3 clusters Score -3559487 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17285 members 
Mstep: Class 2 contains 28158 members 
Entering Unmasked Estep 
Score: -3559609.250000 Penalty: 5319.210449
	Iteration 19Q: 3 clusters Score -3559609 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 27982 members 
Entering Unmasked Estep 
Score: -3559707.250000 Penalty: 5319.210449
	Iteration 20F: 3 clusters Score -3559707 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17633 members 
Mstep: Class 2 contains 27810 members 
Entering Unmasked Estep 
Score: -3559768.000000 Penalty: 5319.210449
	Iteration 21Q: 3 clusters Score -3559768 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17800 members 
Mstep: Class 2 contains 27643 members 
Entering Unmasked Estep 
Score: -3559830.500000 Penalty: 5319.210449
	Iteration 22Q: 3 clusters Score -3559830 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17947 members 
Mstep: Class 2 contains 27496 members 
Entering Unmasked Estep 
Score: -3559870.500000 Penalty: 5319.210449
	Iteration 23Q: 3 clusters Score -3559870 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18093 members 
Mstep: Class 2 contains 27350 members 
Entering Unmasked Estep 
Score: -3559881.750000 Penalty: 5319.210449
	Iteration 24Q: 3 clusters Score -3559882 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18224 members 
Mstep: Class 2 contains 27219 members 
Entering Unmasked Estep 
Score: -3559893.250000 Penalty: 5319.210449
	Iteration 25Q: 3 clusters Score -3559893 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18353 members 
Mstep: Class 2 contains 27090 members 
Entering Unmasked Estep 
Score: -3559902.500000 Penalty: 5319.210449
	Iteration 26Q: 3 clusters Score -3559902 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18477 members 
Mstep: Class 2 contains 26966 members 
Entering Unmasked Estep 
Score: -3559915.500000 Penalty: 5319.210449
	Iteration 27Q: 3 clusters Score -3559916 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18592 members 
Mstep: Class 2 contains 26851 members 
Entering Unmasked Estep 
Score: -3559924.250000 Penalty: 5319.210449
	Iteration 28Q: 3 clusters Score -3559924 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18680 members 
Mstep: Class 2 contains 26763 members 
Entering Unmasked Estep 
Score: -3559944.000000 Penalty: 5319.210449
	Iteration 29Q: 3 clusters Score -3559944 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18763 members 
Mstep: Class 2 contains 26680 members 
Entering Unmasked Estep 
Score: -3559957.000000 Penalty: 5319.210449
	Iteration 30Q: 3 clusters Score -3559957 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18839 members 
Mstep: Class 2 contains 26604 members 
Entering Unmasked Estep 
Score: -3559951.750000 Penalty: 5319.210449
	Iteration 31Q: 3 clusters Score -3559952 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18905 members 
Mstep: Class 2 contains 26538 members 
Entering Unmasked Estep 
Score: -3559956.750000 Penalty: 5319.210449
	Iteration 32Q: 3 clusters Score -3559957 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18976 members 
Mstep: Class 2 contains 26467 members 
Entering Unmasked Estep 
Score: -3559968.750000 Penalty: 5319.210449
	Iteration 33Q: 3 clusters Score -3559969 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19048 members 
Mstep: Class 2 contains 26395 members 
Entering Unmasked Estep 
Score: -3559978.000000 Penalty: 5319.210449
	Iteration 34Q: 3 clusters Score -3559978 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19143 members 
Mstep: Class 2 contains 26300 members 
Entering Unmasked Estep 
Score: -3559990.000000 Penalty: 5319.210449
	Iteration 35Q: 3 clusters Score -3559990 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19245 members 
Mstep: Class 2 contains 26198 members 
Entering Unmasked Estep 
Score: -3559995.000000 Penalty: 5319.210449
	Iteration 36Q: 3 clusters Score -3559995 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19347 members 
Mstep: Class 2 contains 26096 members 
Entering Unmasked Estep 
Score: -3559998.500000 Penalty: 5319.210449
	Iteration 37Q: 3 clusters Score -3559998 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19463 members 
Mstep: Class 2 contains 25980 members 
Entering Unmasked Estep 
Score: -3560004.000000 Penalty: 5319.210449
	Iteration 38Q: 3 clusters Score -3560004 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19584 members 
Mstep: Class 2 contains 25859 members 
Entering Unmasked Estep 
Score: -3560014.500000 Penalty: 5319.210449
	Iteration 39Q: 3 clusters Score -3560014 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19695 members 
Mstep: Class 2 contains 25748 members 
Entering Unmasked Estep 
Score: -3560029.250000 Penalty: 5319.210449
	Iteration 40F: 3 clusters Score -3560029 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19802 members 
Mstep: Class 2 contains 25641 members 
Entering Unmasked Estep 
Score: -3560042.250000 Penalty: 5319.210449
	Iteration 41Q: 3 clusters Score -3560042 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19901 members 
Mstep: Class 2 contains 25542 members 
Entering Unmasked Estep 
Score: -3560029.250000 Penalty: 5319.210449
	Iteration 42Q: 3 clusters Score -3560029 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19994 members 
Mstep: Class 2 contains 25449 members 
Entering Unmasked Estep 
Score: -3560035.250000 Penalty: 5319.210449
	Iteration 43Q: 3 clusters Score -3560035 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20075 members 
Mstep: Class 2 contains 25368 members 
Entering Unmasked Estep 
Score: -3560035.750000 Penalty: 5319.210449
	Iteration 44Q: 3 clusters Score -3560036 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20168 members 
Mstep: Class 2 contains 25275 members 
Entering Unmasked Estep 
Score: -3560050.500000 Penalty: 5319.210449
	Iteration 45Q: 3 clusters Score -3560050 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20242 members 
Mstep: Class 2 contains 25201 members 
Entering Unmasked Estep 
Score: -3560071.750000 Penalty: 5319.210449
	Iteration 46Q: 3 clusters Score -3560072 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20313 members 
Mstep: Class 2 contains 25130 members 
Entering Unmasked Estep 
Score: -3560085.750000 Penalty: 5319.210449
	Iteration 47Q: 3 clusters Score -3560086 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20390 members 
Mstep: Class 2 contains 25053 members 
Entering Unmasked Estep 
Score: -3560087.750000 Penalty: 5319.210449
	Iteration 48Q: 3 clusters Score -3560088 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20466 members 
Mstep: Class 2 contains 24977 members 
Entering Unmasked Estep 
Score: -3560101.250000 Penalty: 5319.210449
	Iteration 49Q: 3 clusters Score -3560101 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20561 members 
Mstep: Class 2 contains 24882 members 
Entering Unmasked Estep 
Score: -3560099.500000 Penalty: 5319.210449
	Iteration 50Q: 3 clusters Score -3560100 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20647 members 
Mstep: Class 2 contains 24796 members 
Entering Unmasked Estep 
Score: -3560114.750000 Penalty: 5319.210449
	Iteration 51Q: 3 clusters Score -3560115 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20739 members 
Mstep: Class 2 contains 24704 members 
Entering Unmasked Estep 
Score: -3560124.250000 Penalty: 5319.210449
	Iteration 52Q: 3 clusters Score -3560124 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20831 members 
Mstep: Class 2 contains 24612 members 
Entering Unmasked Estep 
Score: -3560126.750000 Penalty: 5319.210449
	Iteration 53Q: 3 clusters Score -3560127 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20921 members 
Mstep: Class 2 contains 24522 members 
Entering Unmasked Estep 
Score: -3560140.000000 Penalty: 5319.210449
	Iteration 54Q: 3 clusters Score -3560140 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21020 members 
Mstep: Class 2 contains 24423 members 
Entering Unmasked Estep 
Score: -3560140.750000 Penalty: 5319.210449
	Iteration 55Q: 3 clusters Score -3560141 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21112 members 
Mstep: Class 2 contains 24331 members 
Entering Unmasked Estep 
Score: -3560154.750000 Penalty: 5319.210449
	Iteration 56Q: 3 clusters Score -3560155 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21211 members 
Mstep: Class 2 contains 24232 members 
Entering Unmasked Estep 
Score: -3560162.000000 Penalty: 5319.210449
	Iteration 57Q: 3 clusters Score -3560162 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21331 members 
Mstep: Class 2 contains 24112 members 
Entering Unmasked Estep 
Score: -3560181.750000 Penalty: 5319.210449
	Iteration 58Q: 3 clusters Score -3560182 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21445 members 
Mstep: Class 2 contains 23998 members 
Entering Unmasked Estep 
Score: -3560190.250000 Penalty: 5319.210449
	Iteration 59Q: 3 clusters Score -3560190 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21551 members 
Mstep: Class 2 contains 23892 members 
Entering Unmasked Estep 
Score: -3560188.500000 Penalty: 5319.210449
	Iteration 60F: 3 clusters Score -3560188 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21642 members 
Mstep: Class 2 contains 23801 members 
Entering Unmasked Estep 
Score: -3560216.500000 Penalty: 5319.210449
	Iteration 61Q: 3 clusters Score -3560216 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21723 members 
Mstep: Class 2 contains 23720 members 
Entering Unmasked Estep 
Score: -3560213.000000 Penalty: 5319.210449
	Iteration 62Q: 3 clusters Score -3560213 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21818 members 
Mstep: Class 2 contains 23625 members 
Entering Unmasked Estep 
Score: -3560222.500000 Penalty: 5319.210449
	Iteration 63Q: 3 clusters Score -3560222 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21916 members 
Mstep: Class 2 contains 23527 members 
Entering Unmasked Estep 
Score: -3560226.250000 Penalty: 5319.210449
	Iteration 64Q: 3 clusters Score -3560226 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22004 members 
Mstep: Class 2 contains 23439 members 
Entering Unmasked Estep 
Score: -3560234.500000 Penalty: 5319.210449
	Iteration 65Q: 3 clusters Score -3560234 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22081 members 
Mstep: Class 2 contains 23362 members 
Entering Unmasked Estep 
Score: -3560245.500000 Penalty: 5319.210449
	Iteration 66Q: 3 clusters Score -3560246 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22158 members 
Mstep: Class 2 contains 23285 members 
Entering Unmasked Estep 
Score: -3560246.500000 Penalty: 5319.210449
	Iteration 67Q: 3 clusters Score -3560246 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22246 members 
Mstep: Class 2 contains 23197 members 
Entering Unmasked Estep 
Score: -3560241.750000 Penalty: 5319.210449
	Iteration 68Q: 3 clusters Score -3560242 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22320 members 
Mstep: Class 2 contains 23123 members 
Entering Unmasked Estep 
Score: -3560249.000000 Penalty: 5319.210449
	Iteration 69Q: 3 clusters Score -3560249 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22393 members 
Mstep: Class 2 contains 23050 members 
Entering Unmasked Estep 
Score: -3560257.000000 Penalty: 5319.210449
	Iteration 70Q: 3 clusters Score -3560257 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22472 members 
Mstep: Class 2 contains 22971 members 
Entering Unmasked Estep 
Score: -3560268.750000 Penalty: 5319.210449
	Iteration 71Q: 3 clusters Score -3560269 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22557 members 
Mstep: Class 2 contains 22886 members 
Entering Unmasked Estep 
Score: -3560270.250000 Penalty: 5319.210449
	Iteration 72Q: 3 clusters Score -3560270 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22641 members 
Mstep: Class 2 contains 22802 members 
Entering Unmasked Estep 
Score: -3560279.000000 Penalty: 5319.210449
	Iteration 73Q: 3 clusters Score -3560279 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22723 members 
Mstep: Class 2 contains 22720 members 
Entering Unmasked Estep 
Score: -3560275.500000 Penalty: 5319.210449
	Iteration 74Q: 3 clusters Score -3560276 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22800 members 
Mstep: Class 2 contains 22643 members 
Entering Unmasked Estep 
Score: -3560289.250000 Penalty: 5319.210449
	Iteration 75Q: 3 clusters Score -3560289 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22877 members 
Mstep: Class 2 contains 22566 members 
Entering Unmasked Estep 
Score: -3560301.250000 Penalty: 5319.210449
	Iteration 76Q: 3 clusters Score -3560301 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22971 members 
Mstep: Class 2 contains 22472 members 
Entering Unmasked Estep 
Score: -3560311.750000 Penalty: 5319.210449
	Iteration 77Q: 3 clusters Score -3560312 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23074 members 
Mstep: Class 2 contains 22369 members 
Entering Unmasked Estep 
Score: -3560309.500000 Penalty: 5319.210449
	Iteration 78Q: 3 clusters Score -3560310 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23182 members 
Mstep: Class 2 contains 22261 members 
Entering Unmasked Estep 
Score: -3560331.750000 Penalty: 5319.210449
	Iteration 79Q: 3 clusters Score -3560332 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23282 members 
Mstep: Class 2 contains 22161 members 
Entering Unmasked Estep 
Score: -3560341.000000 Penalty: 5319.210449
	Iteration 80F: 3 clusters Score -3560341 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23402 members 
Mstep: Class 2 contains 22041 members 
Entering Unmasked Estep 
Score: -3560354.250000 Penalty: 5319.210449
	Iteration 81Q: 3 clusters Score -3560354 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23518 members 
Mstep: Class 2 contains 21925 members 
Entering Unmasked Estep 
Score: -3560363.250000 Penalty: 5319.210449
	Iteration 82Q: 3 clusters Score -3560363 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23634 members 
Mstep: Class 2 contains 21809 members 
Entering Unmasked Estep 
Score: -3560374.250000 Penalty: 5319.210449
	Iteration 83Q: 3 clusters Score -3560374 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23764 members 
Mstep: Class 2 contains 21679 members 
Entering Unmasked Estep 
Score: -3560386.250000 Penalty: 5319.210449
	Iteration 84Q: 3 clusters Score -3560386 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23902 members 
Mstep: Class 2 contains 21541 members 
Entering Unmasked Estep 
Score: -3560408.500000 Penalty: 5319.210449
	Iteration 85Q: 3 clusters Score -3560408 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24029 members 
Mstep: Class 2 contains 21414 members 
Entering Unmasked Estep 
Score: -3560417.750000 Penalty: 5319.210449
	Iteration 86Q: 3 clusters Score -3560418 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24156 members 
Mstep: Class 2 contains 21287 members 
Entering Unmasked Estep 
Score: -3560441.000000 Penalty: 5319.210449
	Iteration 87Q: 3 clusters Score -3560441 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24286 members 
Mstep: Class 2 contains 21157 members 
Entering Unmasked Estep 
Score: -3560457.500000 Penalty: 5319.210449
	Iteration 88Q: 3 clusters Score -3560458 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24420 members 
Mstep: Class 2 contains 21023 members 
Entering Unmasked Estep 
Score: -3560475.250000 Penalty: 5319.210449
	Iteration 89Q: 3 clusters Score -3560475 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24580 members 
Mstep: Class 2 contains 20863 members 
Entering Unmasked Estep 
Score: -3560509.000000 Penalty: 5319.210449
	Iteration 90Q: 3 clusters Score -3560509 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24770 members 
Mstep: Class 2 contains 20673 members 
Entering Unmasked Estep 
Score: -3560541.750000 Penalty: 5319.210449
	Iteration 91Q: 3 clusters Score -3560542 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24987 members 
Mstep: Class 2 contains 20456 members 
Entering Unmasked Estep 
Score: -3560579.500000 Penalty: 5319.210449
	Iteration 92Q: 3 clusters Score -3560580 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25179 members 
Mstep: Class 2 contains 20264 members 
Entering Unmasked Estep 
Score: -3560621.250000 Penalty: 5319.210449
	Iteration 93Q: 3 clusters Score -3560621 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25389 members 
Mstep: Class 2 contains 20054 members 
Entering Unmasked Estep 
Score: -3560645.000000 Penalty: 5319.210449
	Iteration 94Q: 3 clusters Score -3560645 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25599 members 
Mstep: Class 2 contains 19844 members 
Entering Unmasked Estep 
Score: -3560704.250000 Penalty: 5319.210449
	Iteration 95Q: 3 clusters Score -3560704 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25844 members 
Mstep: Class 2 contains 19599 members 
Entering Unmasked Estep 
Score: -3560752.500000 Penalty: 5319.210449
	Iteration 96Q: 3 clusters Score -3560752 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26094 members 
Mstep: Class 2 contains 19349 members 
Entering Unmasked Estep 
Score: -3560799.750000 Penalty: 5319.210449
	Iteration 97Q: 3 clusters Score -3560800 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26307 members 
Mstep: Class 2 contains 19136 members 
Entering Unmasked Estep 
Score: -3560820.250000 Penalty: 5319.210449
	Iteration 98Q: 3 clusters Score -3560820 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26519 members 
Mstep: Class 2 contains 18924 members 
Entering Unmasked Estep 
Score: -3560879.750000 Penalty: 5319.210449
	Iteration 99Q: 3 clusters Score -3560880 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26768 members 
Mstep: Class 2 contains 18675 members 
Entering Unmasked Estep 
Score: -3560921.250000 Penalty: 5319.210449
	Iteration 100F: 3 clusters Score -3560921 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27024 members 
Mstep: Class 2 contains 18419 members 
Entering Unmasked Estep 
Score: -3560969.250000 Penalty: 5319.210449
	Iteration 101Q: 3 clusters Score -3560969 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27274 members 
Mstep: Class 2 contains 18169 members 
Entering Unmasked Estep 
Score: -3561029.500000 Penalty: 5319.210449
	Iteration 102Q: 3 clusters Score -3561030 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27527 members 
Mstep: Class 2 contains 17916 members 
Entering Unmasked Estep 
Score: -3561078.500000 Penalty: 5319.210449
	Iteration 103Q: 3 clusters Score -3561078 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27764 members 
Mstep: Class 2 contains 17679 members 
Entering Unmasked Estep 
Score: -3561128.500000 Penalty: 5319.210449
	Iteration 104Q: 3 clusters Score -3561128 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27982 members 
Mstep: Class 2 contains 17461 members 
Entering Unmasked Estep 
Score: -3561177.500000 Penalty: 5319.210449
	Iteration 105Q: 3 clusters Score -3561178 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28197 members 
Mstep: Class 2 contains 17246 members 
Entering Unmasked Estep 
Score: -3561227.250000 Penalty: 5319.210449
	Iteration 106Q: 3 clusters Score -3561227 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28376 members 
Mstep: Class 2 contains 17067 members 
Entering Unmasked Estep 
Score: -3561260.750000 Penalty: 5319.210449
	Iteration 107Q: 3 clusters Score -3561261 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28544 members 
Mstep: Class 2 contains 16899 members 
Entering Unmasked Estep 
Score: -3561290.750000 Penalty: 5319.210449
	Iteration 108Q: 3 clusters Score -3561291 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28737 members 
Mstep: Class 2 contains 16706 members 
Entering Unmasked Estep 
Score: -3561330.750000 Penalty: 5319.210449
	Iteration 109Q: 3 clusters Score -3561331 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28919 members 
Mstep: Class 2 contains 16524 members 
Entering Unmasked Estep 
Score: -3561372.500000 Penalty: 5319.210449
	Iteration 110Q: 3 clusters Score -3561372 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29090 members 
Mstep: Class 2 contains 16353 members 
Entering Unmasked Estep 
Score: -3561431.500000 Penalty: 5319.210449
	Iteration 111Q: 3 clusters Score -3561432 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29272 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -3561463.250000 Penalty: 5319.210449
	Iteration 112Q: 3 clusters Score -3561463 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29434 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -3561502.750000 Penalty: 5319.210449
	Iteration 113Q: 3 clusters Score -3561503 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29568 members 
Mstep: Class 2 contains 15875 members 
Entering Unmasked Estep 
Score: -3561538.000000 Penalty: 5319.210449
	Iteration 114Q: 3 clusters Score -3561538 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29704 members 
Mstep: Class 2 contains 15739 members 
Entering Unmasked Estep 
Score: -3561565.000000 Penalty: 5319.210449
	Iteration 115Q: 3 clusters Score -3561565 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29866 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -3561622.750000 Penalty: 5319.210449
	Iteration 116Q: 3 clusters Score -3561623 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30032 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -3561687.000000 Penalty: 5319.210449
	Iteration 117Q: 3 clusters Score -3561687 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30183 members 
Mstep: Class 2 contains 15260 members 
Entering Unmasked Estep 
Score: -3561706.000000 Penalty: 5319.210449
	Iteration 118Q: 3 clusters Score -3561706 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30325 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -3561737.750000 Penalty: 5319.210449
	Iteration 119Q: 3 clusters Score -3561738 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30462 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -3561780.000000 Penalty: 5319.210449
	Iteration 120F: 3 clusters Score -3561780 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30599 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -3561832.500000 Penalty: 5319.210449
	Iteration 121Q: 3 clusters Score -3561832 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30744 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -3561860.250000 Penalty: 5319.210449
	Iteration 122Q: 3 clusters Score -3561860 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30858 members 
Mstep: Class 2 contains 14585 members 
Entering Unmasked Estep 
Score: -3561878.000000 Penalty: 5319.210449
	Iteration 123Q: 3 clusters Score -3561878 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30972 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -3561908.750000 Penalty: 5319.210449
	Iteration 124Q: 3 clusters Score -3561909 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31073 members 
Mstep: Class 2 contains 14370 members 
Entering Unmasked Estep 
Score: -3561925.000000 Penalty: 5319.210449
	Iteration 125Q: 3 clusters Score -3561925 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31163 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -3561935.750000 Penalty: 5319.210449
	Iteration 126Q: 3 clusters Score -3561936 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31274 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
Score: -3561977.500000 Penalty: 5319.210449
	Iteration 127Q: 3 clusters Score -3561978 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31362 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -3561983.000000 Penalty: 5319.210449
	Iteration 128Q: 3 clusters Score -3561983 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31434 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -3561991.250000 Penalty: 5319.210449
	Iteration 129Q: 3 clusters Score -3561991 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31488 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -3561998.250000 Penalty: 5319.210449
	Iteration 130Q: 3 clusters Score -3561998 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31528 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -3561988.500000 Penalty: 5319.210449
	Iteration 131Q: 3 clusters Score -3561988 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31568 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -3561985.750000 Penalty: 5319.210449
	Iteration 132Q: 3 clusters Score -3561986 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31602 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -3561998.250000 Penalty: 5319.210449
	Iteration 133Q: 3 clusters Score -3561998 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31647 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -3562003.000000 Penalty: 5319.210449
	Iteration 134Q: 3 clusters Score -3562003 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31687 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -3561999.000000 Penalty: 5319.210449
	Iteration 135Q: 3 clusters Score -3561999 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31722 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -3562005.750000 Penalty: 5319.210449
	Iteration 136Q: 3 clusters Score -3562006 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31747 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -3562006.500000 Penalty: 5319.210449
	Iteration 137Q: 3 clusters Score -3562006 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31772 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -3561999.750000 Penalty: 5319.210449
	Iteration 138Q: 3 clusters Score -3562000 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31791 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -3562004.750000 Penalty: 5319.210449
	Iteration 139Q: 3 clusters Score -3562005 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31809 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -3562005.250000 Penalty: 5319.210449
	Iteration 140F: 3 clusters Score -3562005 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31822 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -3562007.500000 Penalty: 5319.210449
	Iteration 141Q: 3 clusters Score -3562008 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31838 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -3562012.000000 Penalty: 5319.210449
	Iteration 142Q: 3 clusters Score -3562012 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31861 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -3562012.750000 Penalty: 5319.210449
	Iteration 143Q: 3 clusters Score -3562013 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31875 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -3562008.750000 Penalty: 5319.210449
	Iteration 144Q: 3 clusters Score -3562009 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31881 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -3562009.250000 Penalty: 5319.210449
	Iteration 145Q: 3 clusters Score -3562009 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31889 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -3562009.000000 Penalty: 5319.210449
	Iteration 146Q: 3 clusters Score -3562009 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31898 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
Score: -3562014.000000 Penalty: 5319.210449
	Iteration 147Q: 3 clusters Score -3562014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31905 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -3562016.500000 Penalty: 5319.210449
	Iteration 148Q: 3 clusters Score -3562016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31910 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -3562019.000000 Penalty: 5319.210449
	Iteration 149Q: 3 clusters Score -3562019 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31916 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -3562020.000000 Penalty: 5319.210449
	Iteration 150Q: 3 clusters Score -3562020 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31924 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -3562023.500000 Penalty: 5319.210449
	Iteration 151Q: 3 clusters Score -3562024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31927 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -3562020.500000 Penalty: 5319.210449
	Iteration 152Q: 3 clusters Score -3562020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31930 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -3562021.000000 Penalty: 5319.210449
	Iteration 153Q: 3 clusters Score -3562021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31931 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -3562020.750000 Penalty: 5319.210449
	Iteration 154Q: 3 clusters Score -3562021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31933 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -3562025.000000 Penalty: 5319.210449
	Iteration 155Q: 3 clusters Score -3562025 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31933 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -3562025.000000 Penalty: 5319.210449
	Iteration 156F: 3 clusters Score -3562025 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (28360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28360 members 
Entering Unmasked Estep 
Score: -2317214.000000 Penalty: 2542.678223
	Iteration 0F: 2 clusters Score -2317214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 14128 members 
Entering Unmasked Estep 
Score: -2297863.000000 Penalty: 5085.356445
	Iteration 0F: 3 clusters Score -2297863 nChanged 12729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -2304971.000000 Penalty: 5085.356445
	Iteration 1F: 3 clusters Score -2304971 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -2305701.250000 Penalty: 5085.356445
	Iteration 2F: 3 clusters Score -2305701 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -2306405.250000 Penalty: 5085.356445
	Iteration 3F: 3 clusters Score -2306405 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -2307078.500000 Penalty: 5085.356445
	Iteration 4Q: 3 clusters Score -2307078 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -2307715.500000 Penalty: 5085.356445
	Iteration 5F: 3 clusters Score -2307716 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -2308431.500000 Penalty: 5085.356445
	Iteration 6F: 3 clusters Score -2308432 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -2309326.250000 Penalty: 5085.356445
	Iteration 7F: 3 clusters Score -2309326 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 16746 members 
Entering Unmasked Estep 
Score: -2310323.000000 Penalty: 5085.356445
	Iteration 8F: 3 clusters Score -2310323 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 17720 members 
Entering Unmasked Estep 
Score: -2311419.000000 Penalty: 5085.356445
	Iteration 9F: 3 clusters Score -2311419 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 18598 members 
Entering Unmasked Estep 
Score: -2312339.000000 Penalty: 5085.356445
	Iteration 10Q: 3 clusters Score -2312339 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 19302 members 
Entering Unmasked Estep 
Score: -2312938.500000 Penalty: 5085.356445
	Iteration 11Q: 3 clusters Score -2312938 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 19884 members 
Entering Unmasked Estep 
Score: -2313351.500000 Penalty: 5085.356445
	Iteration 12Q: 3 clusters Score -2313352 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 20430 members 
Entering Unmasked Estep 
Score: -2313656.750000 Penalty: 5085.356445
	Iteration 13Q: 3 clusters Score -2313657 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 20962 members 
Entering Unmasked Estep 
Score: -2313940.000000 Penalty: 5085.356445
	Iteration 14Q: 3 clusters Score -2313940 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 21438 members 
Entering Unmasked Estep 
Score: -2314164.500000 Penalty: 5085.356445
	Iteration 15Q: 3 clusters Score -2314164 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 21875 members 
Entering Unmasked Estep 
Score: -2314349.250000 Penalty: 5085.356445
	Iteration 16Q: 3 clusters Score -2314349 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 22271 members 
Entering Unmasked Estep 
Score: -2314521.000000 Penalty: 5085.356445
	Iteration 17Q: 3 clusters Score -2314521 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 22667 members 
Entering Unmasked Estep 
Score: -2314691.250000 Penalty: 5085.356445
	Iteration 18Q: 3 clusters Score -2314691 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 23025 members 
Entering Unmasked Estep 
Score: -2314823.750000 Penalty: 5085.356445
	Iteration 19Q: 3 clusters Score -2314824 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 23375 members 
Entering Unmasked Estep 
Score: -2314951.250000 Penalty: 5085.356445
	Iteration 20F: 3 clusters Score -2314951 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 23716 members 
Entering Unmasked Estep 
Score: -2315075.250000 Penalty: 5085.356445
	Iteration 21Q: 3 clusters Score -2315075 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 24018 members 
Entering Unmasked Estep 
Score: -2315206.000000 Penalty: 5085.356445
	Iteration 22Q: 3 clusters Score -2315206 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 24335 members 
Entering Unmasked Estep 
Score: -2315313.000000 Penalty: 5085.356445
	Iteration 23Q: 3 clusters Score -2315313 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 24609 members 
Entering Unmasked Estep 
Score: -2315413.000000 Penalty: 5085.356445
	Iteration 24Q: 3 clusters Score -2315413 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 24859 members 
Entering Unmasked Estep 
Score: -2315511.750000 Penalty: 5085.356445
	Iteration 25Q: 3 clusters Score -2315512 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 25080 members 
Entering Unmasked Estep 
Score: -2315587.750000 Penalty: 5085.356445
	Iteration 26Q: 3 clusters Score -2315588 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 25297 members 
Entering Unmasked Estep 
Score: -2315656.500000 Penalty: 5085.356445
	Iteration 27Q: 3 clusters Score -2315656 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 25476 members 
Entering Unmasked Estep 
Score: -2315713.500000 Penalty: 5085.356445
	Iteration 28Q: 3 clusters Score -2315714 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 25636 members 
Entering Unmasked Estep 
Score: -2315769.000000 Penalty: 5085.356445
	Iteration 29Q: 3 clusters Score -2315769 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 25784 members 
Entering Unmasked Estep 
Score: -2315821.750000 Penalty: 5085.356445
	Iteration 30Q: 3 clusters Score -2315822 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 25914 members 
Entering Unmasked Estep 
Score: -2315864.750000 Penalty: 5085.356445
	Iteration 31Q: 3 clusters Score -2315865 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 26023 members 
Entering Unmasked Estep 
Score: -2315893.500000 Penalty: 5085.356445
	Iteration 32Q: 3 clusters Score -2315894 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 26122 members 
Entering Unmasked Estep 
Score: -2315931.250000 Penalty: 5085.356445
	Iteration 33Q: 3 clusters Score -2315931 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 26209 members 
Entering Unmasked Estep 
Score: -2315952.000000 Penalty: 5085.356445
	Iteration 34Q: 3 clusters Score -2315952 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 26286 members 
Entering Unmasked Estep 
Score: -2315976.750000 Penalty: 5085.356445
	Iteration 35Q: 3 clusters Score -2315977 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 26347 members 
Entering Unmasked Estep 
Score: -2315993.750000 Penalty: 5085.356445
	Iteration 36Q: 3 clusters Score -2315994 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 26395 members 
Entering Unmasked Estep 
Score: -2316004.000000 Penalty: 5085.356445
	Iteration 37Q: 3 clusters Score -2316004 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 26435 members 
Entering Unmasked Estep 
Score: -2316012.750000 Penalty: 5085.356445
	Iteration 38Q: 3 clusters Score -2316013 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 26483 members 
Entering Unmasked Estep 
Score: -2316026.000000 Penalty: 5085.356445
	Iteration 39Q: 3 clusters Score -2316026 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 26530 members 
Entering Unmasked Estep 
Score: -2316046.250000 Penalty: 5085.356445
	Iteration 40F: 3 clusters Score -2316046 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 26576 members 
Entering Unmasked Estep 
Score: -2316055.500000 Penalty: 5085.356445
	Iteration 41Q: 3 clusters Score -2316056 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 26620 members 
Entering Unmasked Estep 
Score: -2316069.500000 Penalty: 5085.356445
	Iteration 42Q: 3 clusters Score -2316070 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 26657 members 
Entering Unmasked Estep 
Score: -2316085.750000 Penalty: 5085.356445
	Iteration 43Q: 3 clusters Score -2316086 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 26693 members 
Entering Unmasked Estep 
Score: -2316095.500000 Penalty: 5085.356445
	Iteration 44Q: 3 clusters Score -2316096 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 26717 members 
Entering Unmasked Estep 
Score: -2316092.250000 Penalty: 5085.356445
	Iteration 45Q: 3 clusters Score -2316092 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 26744 members 
Entering Unmasked Estep 
Score: -2316103.250000 Penalty: 5085.356445
	Iteration 46Q: 3 clusters Score -2316103 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 26772 members 
Entering Unmasked Estep 
Score: -2316102.250000 Penalty: 5085.356445
	Iteration 47Q: 3 clusters Score -2316102 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 26796 members 
Entering Unmasked Estep 
Score: -2316109.250000 Penalty: 5085.356445
	Iteration 48Q: 3 clusters Score -2316109 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 26813 members 
Entering Unmasked Estep 
Score: -2316116.750000 Penalty: 5085.356445
	Iteration 49Q: 3 clusters Score -2316117 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 26832 members 
Entering Unmasked Estep 
Score: -2316120.250000 Penalty: 5085.356445
	Iteration 50Q: 3 clusters Score -2316120 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 26848 members 
Entering Unmasked Estep 
Score: -2316128.500000 Penalty: 5085.356445
	Iteration 51Q: 3 clusters Score -2316128 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 26866 members 
Entering Unmasked Estep 
Score: -2316128.500000 Penalty: 5085.356445
	Iteration 52Q: 3 clusters Score -2316128 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 26876 members 
Entering Unmasked Estep 
Score: -2316129.500000 Penalty: 5085.356445
	Iteration 53Q: 3 clusters Score -2316130 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 26883 members 
Entering Unmasked Estep 
Score: -2316133.250000 Penalty: 5085.356445
	Iteration 54Q: 3 clusters Score -2316133 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 26890 members 
Entering Unmasked Estep 
Score: -2316133.750000 Penalty: 5085.356445
	Iteration 55Q: 3 clusters Score -2316134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 26895 members 
Entering Unmasked Estep 
Score: -2316134.500000 Penalty: 5085.356445
	Iteration 56Q: 3 clusters Score -2316134 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 26904 members 
Entering Unmasked Estep 
Score: -2316129.250000 Penalty: 5085.356445
	Iteration 57Q: 3 clusters Score -2316129 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 26911 members 
Entering Unmasked Estep 
Score: -2316138.500000 Penalty: 5085.356445
	Iteration 58Q: 3 clusters Score -2316138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 26918 members 
Entering Unmasked Estep 
Score: -2316137.750000 Penalty: 5085.356445
	Iteration 59Q: 3 clusters Score -2316138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 26924 members 
Entering Unmasked Estep 
Score: -2316143.500000 Penalty: 5085.356445
	Iteration 60F: 3 clusters Score -2316144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 26931 members 
Entering Unmasked Estep 
Score: -2316146.000000 Penalty: 5085.356445
	Iteration 61Q: 3 clusters Score -2316146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 26935 members 
Entering Unmasked Estep 
Score: -2316143.250000 Penalty: 5085.356445
	Iteration 62Q: 3 clusters Score -2316143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 26938 members 
Entering Unmasked Estep 
Score: -2316145.750000 Penalty: 5085.356445
	Iteration 63Q: 3 clusters Score -2316146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 26939 members 
Entering Unmasked Estep 
Score: -2316147.500000 Penalty: 5085.356445
	Iteration 64Q: 3 clusters Score -2316148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 26939 members 
Entering Unmasked Estep 
Score: -2316147.500000 Penalty: 5085.356445
	Iteration 65F: 3 clusters Score -2316148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Entering Unmasked Estep 
Score: -665664.875000 Penalty: 2258.475586
	Iteration 0F: 2 clusters Score -665664.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -658618.687500 Penalty: 4516.951172
	Iteration 0F: 3 clusters Score -658618.7 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -660792.250000 Penalty: 4516.951172
	Iteration 1F: 3 clusters Score -660792.2 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -661136.062500 Penalty: 4516.951172
	Iteration 2F: 3 clusters Score -661136.1 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -661459.312500 Penalty: 4516.951172
	Iteration 3F: 3 clusters Score -661459.3 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -661789.937500 Penalty: 4516.951172
	Iteration 4F: 3 clusters Score -661789.9 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -662180.437500 Penalty: 4516.951172
	Iteration 5F: 3 clusters Score -662180.4 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -662733.937500 Penalty: 4516.951172
	Iteration 6F: 3 clusters Score -662733.9 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -663360.437500 Penalty: 4516.951172
	Iteration 7F: 3 clusters Score -663360.4 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -663959.250000 Penalty: 4516.951172
	Iteration 8F: 3 clusters Score -663959.2 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -664510.437500 Penalty: 4516.951172
	Iteration 9F: 3 clusters Score -664510.4 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -664987.875000 Penalty: 4516.951172
	Iteration 10Q: 3 clusters Score -664987.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -665394.875000 Penalty: 4516.951172
	Iteration 11Q: 3 clusters Score -665394.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -665698.500000 Penalty: 4516.951172
	Iteration 12Q: 3 clusters Score -665698.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -665870.937500 Penalty: 4516.951172
	Iteration 13Q: 3 clusters Score -665870.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -665953.875000 Penalty: 4516.951172
	Iteration 14Q: 3 clusters Score -665953.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -666010.187500 Penalty: 4516.951172
	Iteration 15Q: 3 clusters Score -666010.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -666046.500000 Penalty: 4516.951172
	Iteration 16Q: 3 clusters Score -666046.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -666061.562500 Penalty: 4516.951172
	Iteration 17Q: 3 clusters Score -666061.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -666073.437500 Penalty: 4516.951172
	Iteration 18Q: 3 clusters Score -666073.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -666081.062500 Penalty: 4516.951172
	Iteration 19Q: 3 clusters Score -666081.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -666091.250000 Penalty: 4516.951172
	Iteration 20F: 3 clusters Score -666091.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -666101.000000 Penalty: 4516.951172
	Iteration 21Q: 3 clusters Score -666101 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -666105.250000 Penalty: 4516.951172
	Iteration 22Q: 3 clusters Score -666105.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -666110.937500 Penalty: 4516.951172
	Iteration 23Q: 3 clusters Score -666110.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -666112.187500 Penalty: 4516.951172
	Iteration 24Q: 3 clusters Score -666112.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -666112.250000 Penalty: 4516.951172
	Iteration 25Q: 3 clusters Score -666112.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -666115.250000 Penalty: 4516.951172
	Iteration 26Q: 3 clusters Score -666115.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -666117.687500 Penalty: 4516.951172
	Iteration 27Q: 3 clusters Score -666117.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -666119.187500 Penalty: 4516.951172
	Iteration 28Q: 3 clusters Score -666119.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -666119.312500 Penalty: 4516.951172
	Iteration 29Q: 3 clusters Score -666119.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -666119.312500 Penalty: 4516.951172
	Iteration 30F: 3 clusters Score -666119.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 3176 members 
Mstep: Class 3 contains 82376 members 
Mstep: Class 4 contains 3459 members 
Mstep: Class 5 contains 369329 members 
Mstep: Class 6 contains 4457 members 
Mstep: Class 7 contains 6286 members 
Mstep: Class 8 contains 6716 members 
Mstep: Class 9 contains 5230 members 
Mstep: Class 10 contains 28048 members 
Mstep: Class 11 contains 218817 members 
Mstep: Class 12 contains 49563 members 
Mstep: Class 13 contains 154410 members 
Mstep: Class 14 contains 129369 members 
Mstep: Class 15 contains 73045 members 
Mstep: Class 16 contains 88984 members 
Mstep: Class 17 contains 2134 members 
Mstep: Class 18 contains 27404 members 
Mstep: Class 19 contains 4542 members 
Mstep: Class 20 contains 8470 members 
Mstep: Class 21 contains 45443 members 
Mstep: Class 22 contains 28360 members 
Mstep: Class 23 contains 3250 members 
Mstep: Class 24 contains 7661 members 
Mstep: Class 25 contains 24256 members 
Mstep: Class 26 contains 16215 members 
Mstep: Class 27 contains 6079 members 
Mstep: Class 28 contains 7811 members 
Mstep: Class 29 contains 3697 members 
Mstep: Class 30 contains 10000 members 
Mstep: Class 31 contains 25658 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 5766 members 
Entering Unmasked Estep 
Score: -111974376.000000 Penalty: 116180.585938
Splitting cluster 23 changes total score from -111974976.000000 to -111974376.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (7661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Entering Unmasked Estep 
Score: -548064.062500 Penalty: 2218.086670
	Iteration 0F: 2 clusters Score -548064.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -541953.375000 Penalty: 4436.173340
	Iteration 0F: 3 clusters Score -541953.4 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -543762.875000 Penalty: 4436.173340
	Iteration 1F: 3 clusters Score -543762.9 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -544168.312500 Penalty: 4436.173340
	Iteration 2F: 3 clusters Score -544168.3 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -544508.000000 Penalty: 4436.173340
	Iteration 3F: 3 clusters Score -544508 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -544817.375000 Penalty: 4436.173340
	Iteration 4F: 3 clusters Score -544817.4 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -545155.562500 Penalty: 4436.173340
	Iteration 5F: 3 clusters Score -545155.6 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -545484.875000 Penalty: 4436.173340
	Iteration 6F: 3 clusters Score -545484.9 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -545834.062500 Penalty: 4436.173340
	Iteration 7Q: 3 clusters Score -545834.1 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -546155.937500 Penalty: 4436.173340
	Iteration 8Q: 3 clusters Score -546155.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -546370.125000 Penalty: 4436.173340
	Iteration 9Q: 3 clusters Score -546370.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -546470.687500 Penalty: 4436.173340
	Iteration 10Q: 3 clusters Score -546470.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -546538.312500 Penalty: 4436.173340
	Iteration 11Q: 3 clusters Score -546538.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -546584.750000 Penalty: 4436.173340
	Iteration 12Q: 3 clusters Score -546584.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -546616.125000 Penalty: 4436.173340
	Iteration 13Q: 3 clusters Score -546616.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -546636.562500 Penalty: 4436.173340
	Iteration 14Q: 3 clusters Score -546636.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -546652.062500 Penalty: 4436.173340
	Iteration 15Q: 3 clusters Score -546652.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -546667.750000 Penalty: 4436.173340
	Iteration 16Q: 3 clusters Score -546667.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -546681.000000 Penalty: 4436.173340
	Iteration 17Q: 3 clusters Score -546681 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -546692.312500 Penalty: 4436.173340
	Iteration 18Q: 3 clusters Score -546692.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -546698.375000 Penalty: 4436.173340
	Iteration 19Q: 3 clusters Score -546698.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -546704.687500 Penalty: 4436.173340
	Iteration 20F: 3 clusters Score -546704.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -546711.250000 Penalty: 4436.173340
	Iteration 21Q: 3 clusters Score -546711.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -546718.375000 Penalty: 4436.173340
	Iteration 22Q: 3 clusters Score -546718.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -546724.000000 Penalty: 4436.173340
	Iteration 23Q: 3 clusters Score -546724 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -546732.750000 Penalty: 4436.173340
	Iteration 24Q: 3 clusters Score -546732.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -546738.500000 Penalty: 4436.173340
	Iteration 25Q: 3 clusters Score -546738.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -546748.187500 Penalty: 4436.173340
	Iteration 26Q: 3 clusters Score -546748.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -546754.187500 Penalty: 4436.173340
	Iteration 27Q: 3 clusters Score -546754.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -546758.187500 Penalty: 4436.173340
	Iteration 28Q: 3 clusters Score -546758.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -546762.562500 Penalty: 4436.173340
	Iteration 29Q: 3 clusters Score -546762.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -546767.562500 Penalty: 4436.173340
	Iteration 30Q: 3 clusters Score -546767.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -546773.000000 Penalty: 4436.173340
	Iteration 31Q: 3 clusters Score -546773 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -546779.187500 Penalty: 4436.173340
	Iteration 32Q: 3 clusters Score -546779.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -546783.125000 Penalty: 4436.173340
	Iteration 33Q: 3 clusters Score -546783.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -546789.000000 Penalty: 4436.173340
	Iteration 34Q: 3 clusters Score -546789 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -546796.000000 Penalty: 4436.173340
	Iteration 35Q: 3 clusters Score -546796 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -546802.562500 Penalty: 4436.173340
	Iteration 36Q: 3 clusters Score -546802.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -546808.187500 Penalty: 4436.173340
	Iteration 37Q: 3 clusters Score -546808.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -546814.875000 Penalty: 4436.173340
	Iteration 38Q: 3 clusters Score -546814.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -546820.062500 Penalty: 4436.173340
	Iteration 39Q: 3 clusters Score -546820.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -546825.312500 Penalty: 4436.173340
	Iteration 40F: 3 clusters Score -546825.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -546833.562500 Penalty: 4436.173340
	Iteration 41Q: 3 clusters Score -546833.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -546845.562500 Penalty: 4436.173340
	Iteration 42Q: 3 clusters Score -546845.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -546856.437500 Penalty: 4436.173340
	Iteration 43Q: 3 clusters Score -546856.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -546871.000000 Penalty: 4436.173340
	Iteration 44Q: 3 clusters Score -546871 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -546893.125000 Penalty: 4436.173340
	Iteration 45Q: 3 clusters Score -546893.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -546918.375000 Penalty: 4436.173340
	Iteration 46Q: 3 clusters Score -546918.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -546938.062500 Penalty: 4436.173340
	Iteration 47Q: 3 clusters Score -546938.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -546963.375000 Penalty: 4436.173340
	Iteration 48Q: 3 clusters Score -546963.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -546990.625000 Penalty: 4436.173340
	Iteration 49Q: 3 clusters Score -546990.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -547018.000000 Penalty: 4436.173340
	Iteration 50Q: 3 clusters Score -547018 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -547042.250000 Penalty: 4436.173340
	Iteration 51Q: 3 clusters Score -547042.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -547064.687500 Penalty: 4436.173340
	Iteration 52Q: 3 clusters Score -547064.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -547090.937500 Penalty: 4436.173340
	Iteration 53Q: 3 clusters Score -547090.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -547117.187500 Penalty: 4436.173340
	Iteration 54Q: 3 clusters Score -547117.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -547130.250000 Penalty: 4436.173340
	Iteration 55Q: 3 clusters Score -547130.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -547139.937500 Penalty: 4436.173340
	Iteration 56Q: 3 clusters Score -547139.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -547150.937500 Penalty: 4436.173340
	Iteration 57Q: 3 clusters Score -547150.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -547161.937500 Penalty: 4436.173340
	Iteration 58Q: 3 clusters Score -547161.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -547175.000000 Penalty: 4436.173340
	Iteration 59Q: 3 clusters Score -547175 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -547185.937500 Penalty: 4436.173340
	Iteration 60F: 3 clusters Score -547185.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -547198.375000 Penalty: 4436.173340
	Iteration 61Q: 3 clusters Score -547198.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -547208.937500 Penalty: 4436.173340
	Iteration 62Q: 3 clusters Score -547208.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -547222.375000 Penalty: 4436.173340
	Iteration 63Q: 3 clusters Score -547222.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -547233.687500 Penalty: 4436.173340
	Iteration 64Q: 3 clusters Score -547233.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -547254.625000 Penalty: 4436.173340
	Iteration 65Q: 3 clusters Score -547254.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -547273.500000 Penalty: 4436.173340
	Iteration 66Q: 3 clusters Score -547273.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -547286.750000 Penalty: 4436.173340
	Iteration 67Q: 3 clusters Score -547286.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -547301.875000 Penalty: 4436.173340
	Iteration 68Q: 3 clusters Score -547301.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -547317.937500 Penalty: 4436.173340
	Iteration 69Q: 3 clusters Score -547317.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -547325.875000 Penalty: 4436.173340
	Iteration 70Q: 3 clusters Score -547325.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -547335.250000 Penalty: 4436.173340
	Iteration 71Q: 3 clusters Score -547335.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -547341.125000 Penalty: 4436.173340
	Iteration 72Q: 3 clusters Score -547341.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -547348.562500 Penalty: 4436.173340
	Iteration 73Q: 3 clusters Score -547348.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -547358.500000 Penalty: 4436.173340
	Iteration 74Q: 3 clusters Score -547358.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -547370.312500 Penalty: 4436.173340
	Iteration 75Q: 3 clusters Score -547370.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -547382.937500 Penalty: 4436.173340
	Iteration 76Q: 3 clusters Score -547382.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -547392.687500 Penalty: 4436.173340
	Iteration 77Q: 3 clusters Score -547392.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -547399.375000 Penalty: 4436.173340
	Iteration 78Q: 3 clusters Score -547399.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -547408.687500 Penalty: 4436.173340
	Iteration 79Q: 3 clusters Score -547408.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -547414.250000 Penalty: 4436.173340
	Iteration 80F: 3 clusters Score -547414.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -547414.812500 Penalty: 4436.173340
	Iteration 81Q: 3 clusters Score -547414.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -547417.250000 Penalty: 4436.173340
	Iteration 82Q: 3 clusters Score -547417.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -547418.250000 Penalty: 4436.173340
	Iteration 83Q: 3 clusters Score -547418.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -547420.687500 Penalty: 4436.173340
	Iteration 84Q: 3 clusters Score -547420.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -547421.500000 Penalty: 4436.173340
	Iteration 85Q: 3 clusters Score -547421.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -547421.500000 Penalty: 4436.173340
	Iteration 86Q: 3 clusters Score -547421.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -547421.500000 Penalty: 4436.173340
	Iteration 87F: 3 clusters Score -547421.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (24256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24256 members 
Entering Unmasked Estep 
Score: -1706442.500000 Penalty: 2503.912109
	Iteration 0F: 2 clusters Score -1706442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -1689566.750000 Penalty: 5007.824219
	Iteration 0F: 3 clusters Score -1689567 nChanged 10817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -1695649.125000 Penalty: 5007.824219
	Iteration 1F: 3 clusters Score -1695649 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -1696268.750000 Penalty: 5007.824219
	Iteration 2F: 3 clusters Score -1696269 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -1696964.375000 Penalty: 5007.824219
	Iteration 3F: 3 clusters Score -1696964 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -1697792.125000 Penalty: 5007.824219
	Iteration 4F: 3 clusters Score -1697792 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16279 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1698763.625000 Penalty: 5007.824219
	Iteration 5F: 3 clusters Score -1698764 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1699840.000000 Penalty: 5007.824219
	Iteration 6F: 3 clusters Score -1699840 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18437 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1700984.500000 Penalty: 5007.824219
	Iteration 7F: 3 clusters Score -1700984 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19354 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1702034.375000 Penalty: 5007.824219
	Iteration 8Q: 3 clusters Score -1702034 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20081 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1702891.500000 Penalty: 5007.824219
	Iteration 9Q: 3 clusters Score -1702892 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20574 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1703515.500000 Penalty: 5007.824219
	Iteration 10Q: 3 clusters Score -1703516 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20941 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1703948.750000 Penalty: 5007.824219
	Iteration 11Q: 3 clusters Score -1703949 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21216 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1704223.625000 Penalty: 5007.824219
	Iteration 12Q: 3 clusters Score -1704224 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21455 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1704434.875000 Penalty: 5007.824219
	Iteration 13Q: 3 clusters Score -1704435 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21634 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1704573.500000 Penalty: 5007.824219
	Iteration 14Q: 3 clusters Score -1704574 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21769 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1704645.000000 Penalty: 5007.824219
	Iteration 15Q: 3 clusters Score -1704645 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21859 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1704700.375000 Penalty: 5007.824219
	Iteration 16Q: 3 clusters Score -1704700 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21925 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1704741.000000 Penalty: 5007.824219
	Iteration 17Q: 3 clusters Score -1704741 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21983 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1704774.625000 Penalty: 5007.824219
	Iteration 18Q: 3 clusters Score -1704775 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22050 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1704808.375000 Penalty: 5007.824219
	Iteration 19Q: 3 clusters Score -1704808 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22125 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1704848.375000 Penalty: 5007.824219
	Iteration 20F: 3 clusters Score -1704848 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22180 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1704881.250000 Penalty: 5007.824219
	Iteration 21Q: 3 clusters Score -1704881 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22239 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1704906.375000 Penalty: 5007.824219
	Iteration 22Q: 3 clusters Score -1704906 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22285 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1704920.125000 Penalty: 5007.824219
	Iteration 23Q: 3 clusters Score -1704920 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22308 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1704934.750000 Penalty: 5007.824219
	Iteration 24Q: 3 clusters Score -1704935 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22326 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1704938.750000 Penalty: 5007.824219
	Iteration 25Q: 3 clusters Score -1704939 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22339 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1704945.375000 Penalty: 5007.824219
	Iteration 26Q: 3 clusters Score -1704945 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22353 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1704950.125000 Penalty: 5007.824219
	Iteration 27Q: 3 clusters Score -1704950 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22361 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1704955.250000 Penalty: 5007.824219
	Iteration 28Q: 3 clusters Score -1704955 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22367 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1704954.750000 Penalty: 5007.824219
	Iteration 29Q: 3 clusters Score -1704955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22369 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1704955.500000 Penalty: 5007.824219
	Iteration 30Q: 3 clusters Score -1704956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22375 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1704956.875000 Penalty: 5007.824219
	Iteration 31Q: 3 clusters Score -1704957 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22384 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1704959.500000 Penalty: 5007.824219
	Iteration 32Q: 3 clusters Score -1704960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22389 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1704959.375000 Penalty: 5007.824219
	Iteration 33Q: 3 clusters Score -1704959 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22399 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1704962.375000 Penalty: 5007.824219
	Iteration 34Q: 3 clusters Score -1704962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22407 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1704962.750000 Penalty: 5007.824219
	Iteration 35Q: 3 clusters Score -1704963 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22411 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1704967.250000 Penalty: 5007.824219
	Iteration 36Q: 3 clusters Score -1704967 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22417 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1704968.625000 Penalty: 5007.824219
	Iteration 37Q: 3 clusters Score -1704969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22421 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1704969.500000 Penalty: 5007.824219
	Iteration 38Q: 3 clusters Score -1704970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22422 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1704968.750000 Penalty: 5007.824219
	Iteration 39Q: 3 clusters Score -1704969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22423 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1704970.125000 Penalty: 5007.824219
	Iteration 40F: 3 clusters Score -1704970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22422 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1704968.625000 Penalty: 5007.824219
	Iteration 41Q: 3 clusters Score -1704969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22421 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1704969.750000 Penalty: 5007.824219
	Iteration 42Q: 3 clusters Score -1704970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22421 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1704969.750000 Penalty: 5007.824219
	Iteration 43F: 3 clusters Score -1704970 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (16215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16215 members 
Entering Unmasked Estep 
Score: -1288616.750000 Penalty: 2404.035645
	Iteration 0F: 2 clusters Score -1288617 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -1277042.000000 Penalty: 4808.071289
	Iteration 0F: 3 clusters Score -1277042 nChanged 6971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1280764.875000 Penalty: 4808.071289
	Iteration 1F: 3 clusters Score -1280765 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1281245.875000 Penalty: 4808.071289
	Iteration 2F: 3 clusters Score -1281246 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1281709.125000 Penalty: 4808.071289
	Iteration 3F: 3 clusters Score -1281709 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -1282252.750000 Penalty: 4808.071289
	Iteration 4F: 3 clusters Score -1282253 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1282898.750000 Penalty: 4808.071289
	Iteration 5F: 3 clusters Score -1282899 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1283601.875000 Penalty: 4808.071289
	Iteration 6F: 3 clusters Score -1283602 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1284312.875000 Penalty: 4808.071289
	Iteration 7F: 3 clusters Score -1284313 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1284984.375000 Penalty: 4808.071289
	Iteration 8F: 3 clusters Score -1284984 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1285518.000000 Penalty: 4808.071289
	Iteration 9F: 3 clusters Score -1285518 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1285874.125000 Penalty: 4808.071289
	Iteration 10Q: 3 clusters Score -1285874 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -1286160.375000 Penalty: 4808.071289
	Iteration 11Q: 3 clusters Score -1286160 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1286423.875000 Penalty: 4808.071289
	Iteration 12Q: 3 clusters Score -1286424 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -1286648.750000 Penalty: 4808.071289
	Iteration 13Q: 3 clusters Score -1286649 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1286864.250000 Penalty: 4808.071289
	Iteration 14Q: 3 clusters Score -1286864 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1287042.625000 Penalty: 4808.071289
	Iteration 15Q: 3 clusters Score -1287043 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1287234.250000 Penalty: 4808.071289
	Iteration 16Q: 3 clusters Score -1287234 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1287399.250000 Penalty: 4808.071289
	Iteration 17Q: 3 clusters Score -1287399 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1287540.875000 Penalty: 4808.071289
	Iteration 18Q: 3 clusters Score -1287541 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1287690.125000 Penalty: 4808.071289
	Iteration 19Q: 3 clusters Score -1287690 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1287780.375000 Penalty: 4808.071289
	Iteration 20F: 3 clusters Score -1287780 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1287854.750000 Penalty: 4808.071289
	Iteration 21Q: 3 clusters Score -1287855 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1287918.000000 Penalty: 4808.071289
	Iteration 22Q: 3 clusters Score -1287918 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1287946.375000 Penalty: 4808.071289
	Iteration 23Q: 3 clusters Score -1287946 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1287960.750000 Penalty: 4808.071289
	Iteration 24Q: 3 clusters Score -1287961 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1287976.750000 Penalty: 4808.071289
	Iteration 25Q: 3 clusters Score -1287977 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1287988.000000 Penalty: 4808.071289
	Iteration 26Q: 3 clusters Score -1287988 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1287992.125000 Penalty: 4808.071289
	Iteration 27Q: 3 clusters Score -1287992 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1288004.250000 Penalty: 4808.071289
	Iteration 28Q: 3 clusters Score -1288004 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1288018.250000 Penalty: 4808.071289
	Iteration 29Q: 3 clusters Score -1288018 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1288022.625000 Penalty: 4808.071289
	Iteration 30Q: 3 clusters Score -1288023 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1288031.625000 Penalty: 4808.071289
	Iteration 31Q: 3 clusters Score -1288032 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1288035.625000 Penalty: 4808.071289
	Iteration 32Q: 3 clusters Score -1288036 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1288040.500000 Penalty: 4808.071289
	Iteration 33Q: 3 clusters Score -1288040 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1288042.750000 Penalty: 4808.071289
	Iteration 34Q: 3 clusters Score -1288043 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1288043.375000 Penalty: 4808.071289
	Iteration 35Q: 3 clusters Score -1288043 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1288049.625000 Penalty: 4808.071289
	Iteration 36Q: 3 clusters Score -1288050 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1288050.875000 Penalty: 4808.071289
	Iteration 37Q: 3 clusters Score -1288051 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1288051.375000 Penalty: 4808.071289
	Iteration 38Q: 3 clusters Score -1288051 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1288051.125000 Penalty: 4808.071289
	Iteration 39Q: 3 clusters Score -1288051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1288050.750000 Penalty: 4808.071289
	Iteration 40F: 3 clusters Score -1288051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1288054.125000 Penalty: 4808.071289
	Iteration 41Q: 3 clusters Score -1288054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1288054.125000 Penalty: 4808.071289
	Iteration 42Q: 3 clusters Score -1288054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1288054.375000 Penalty: 4808.071289
	Iteration 43Q: 3 clusters Score -1288054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1288054.625000 Penalty: 4808.071289
	Iteration 44Q: 3 clusters Score -1288055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1288053.875000 Penalty: 4808.071289
	Iteration 45Q: 3 clusters Score -1288054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1288053.000000 Penalty: 4808.071289
	Iteration 46Q: 3 clusters Score -1288053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1288053.250000 Penalty: 4808.071289
	Iteration 47Q: 3 clusters Score -1288053 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1288053.250000 Penalty: 4808.071289
	Iteration 48F: 3 clusters Score -1288053 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Entering Unmasked Estep 
Score: -484223.718750 Penalty: 2160.723877
	Iteration 0F: 2 clusters Score -484223.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -479039.750000 Penalty: 4321.447754
	Iteration 0F: 3 clusters Score -479039.8 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -480257.000000 Penalty: 4321.447754
	Iteration 1F: 3 clusters Score -480257 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -480444.281250 Penalty: 4321.447754
	Iteration 2F: 3 clusters Score -480444.3 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -480559.843750 Penalty: 4321.447754
	Iteration 3Q: 3 clusters Score -480559.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -480641.812500 Penalty: 4321.447754
	Iteration 4Q: 3 clusters Score -480641.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -480709.937500 Penalty: 4321.447754
	Iteration 5Q: 3 clusters Score -480709.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -480768.937500 Penalty: 4321.447754
	Iteration 6Q: 3 clusters Score -480768.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -480811.250000 Penalty: 4321.447754
	Iteration 7Q: 3 clusters Score -480811.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -480847.875000 Penalty: 4321.447754
	Iteration 8Q: 3 clusters Score -480847.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -480878.031250 Penalty: 4321.447754
	Iteration 9Q: 3 clusters Score -480878 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -480902.843750 Penalty: 4321.447754
	Iteration 10Q: 3 clusters Score -480902.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -480927.125000 Penalty: 4321.447754
	Iteration 11Q: 3 clusters Score -480927.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -480945.593750 Penalty: 4321.447754
	Iteration 12Q: 3 clusters Score -480945.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -480968.218750 Penalty: 4321.447754
	Iteration 13Q: 3 clusters Score -480968.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -480991.562500 Penalty: 4321.447754
	Iteration 14Q: 3 clusters Score -480991.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -481010.656250 Penalty: 4321.447754
	Iteration 15Q: 3 clusters Score -481010.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -481023.593750 Penalty: 4321.447754
	Iteration 16Q: 3 clusters Score -481023.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -481039.343750 Penalty: 4321.447754
	Iteration 17Q: 3 clusters Score -481039.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -481057.031250 Penalty: 4321.447754
	Iteration 18Q: 3 clusters Score -481057 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -481071.625000 Penalty: 4321.447754
	Iteration 19Q: 3 clusters Score -481071.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -481086.875000 Penalty: 4321.447754
	Iteration 20F: 3 clusters Score -481086.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -481104.437500 Penalty: 4321.447754
	Iteration 21Q: 3 clusters Score -481104.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -481121.125000 Penalty: 4321.447754
	Iteration 22Q: 3 clusters Score -481121.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -481136.656250 Penalty: 4321.447754
	Iteration 23Q: 3 clusters Score -481136.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -481157.250000 Penalty: 4321.447754
	Iteration 24Q: 3 clusters Score -481157.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -481185.718750 Penalty: 4321.447754
	Iteration 25Q: 3 clusters Score -481185.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -481216.687500 Penalty: 4321.447754
	Iteration 26Q: 3 clusters Score -481216.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -481254.906250 Penalty: 4321.447754
	Iteration 27Q: 3 clusters Score -481254.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -481287.656250 Penalty: 4321.447754
	Iteration 28Q: 3 clusters Score -481287.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -481318.500000 Penalty: 4321.447754
	Iteration 29Q: 3 clusters Score -481318.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -481343.687500 Penalty: 4321.447754
	Iteration 30Q: 3 clusters Score -481343.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -481369.875000 Penalty: 4321.447754
	Iteration 31Q: 3 clusters Score -481369.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -481394.468750 Penalty: 4321.447754
	Iteration 32Q: 3 clusters Score -481394.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -481421.406250 Penalty: 4321.447754
	Iteration 33Q: 3 clusters Score -481421.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -481454.031250 Penalty: 4321.447754
	Iteration 34Q: 3 clusters Score -481454 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -481493.218750 Penalty: 4321.447754
	Iteration 35Q: 3 clusters Score -481493.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -481535.562500 Penalty: 4321.447754
	Iteration 36Q: 3 clusters Score -481535.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -481578.062500 Penalty: 4321.447754
	Iteration 37Q: 3 clusters Score -481578.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -481622.812500 Penalty: 4321.447754
	Iteration 38Q: 3 clusters Score -481622.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -481669.250000 Penalty: 4321.447754
	Iteration 39Q: 3 clusters Score -481669.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -481708.781250 Penalty: 4321.447754
	Iteration 40F: 3 clusters Score -481708.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -481750.843750 Penalty: 4321.447754
	Iteration 41Q: 3 clusters Score -481750.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -481796.031250 Penalty: 4321.447754
	Iteration 42Q: 3 clusters Score -481796 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -481841.218750 Penalty: 4321.447754
	Iteration 43Q: 3 clusters Score -481841.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -481889.312500 Penalty: 4321.447754
	Iteration 44Q: 3 clusters Score -481889.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -481927.625000 Penalty: 4321.447754
	Iteration 45Q: 3 clusters Score -481927.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -481963.625000 Penalty: 4321.447754
	Iteration 46Q: 3 clusters Score -481963.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -482002.750000 Penalty: 4321.447754
	Iteration 47Q: 3 clusters Score -482002.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -482037.531250 Penalty: 4321.447754
	Iteration 48Q: 3 clusters Score -482037.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -482069.250000 Penalty: 4321.447754
	Iteration 49Q: 3 clusters Score -482069.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -482102.093750 Penalty: 4321.447754
	Iteration 50Q: 3 clusters Score -482102.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -482130.875000 Penalty: 4321.447754
	Iteration 51Q: 3 clusters Score -482130.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -482152.937500 Penalty: 4321.447754
	Iteration 52Q: 3 clusters Score -482152.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -482170.343750 Penalty: 4321.447754
	Iteration 53Q: 3 clusters Score -482170.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -482196.968750 Penalty: 4321.447754
	Iteration 54Q: 3 clusters Score -482197 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -482216.218750 Penalty: 4321.447754
	Iteration 55Q: 3 clusters Score -482216.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -482233.687500 Penalty: 4321.447754
	Iteration 56Q: 3 clusters Score -482233.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -482249.937500 Penalty: 4321.447754
	Iteration 57Q: 3 clusters Score -482249.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -482262.437500 Penalty: 4321.447754
	Iteration 58Q: 3 clusters Score -482262.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -482272.343750 Penalty: 4321.447754
	Iteration 59Q: 3 clusters Score -482272.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -482281.343750 Penalty: 4321.447754
	Iteration 60F: 3 clusters Score -482281.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -482292.281250 Penalty: 4321.447754
	Iteration 61Q: 3 clusters Score -482292.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -482300.125000 Penalty: 4321.447754
	Iteration 62Q: 3 clusters Score -482300.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -482308.625000 Penalty: 4321.447754
	Iteration 63Q: 3 clusters Score -482308.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -482314.593750 Penalty: 4321.447754
	Iteration 64Q: 3 clusters Score -482314.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -482318.687500 Penalty: 4321.447754
	Iteration 65Q: 3 clusters Score -482318.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -482322.062500 Penalty: 4321.447754
	Iteration 66Q: 3 clusters Score -482322.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -482326.406250 Penalty: 4321.447754
	Iteration 67Q: 3 clusters Score -482326.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -482329.687500 Penalty: 4321.447754
	Iteration 68Q: 3 clusters Score -482329.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -482334.312500 Penalty: 4321.447754
	Iteration 69Q: 3 clusters Score -482334.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -482335.718750 Penalty: 4321.447754
	Iteration 70Q: 3 clusters Score -482335.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -482336.343750 Penalty: 4321.447754
	Iteration 71Q: 3 clusters Score -482336.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -482336.750000 Penalty: 4321.447754
	Iteration 72Q: 3 clusters Score -482336.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -482336.750000 Penalty: 4321.447754
	Iteration 73F: 3 clusters Score -482336.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (7811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Entering Unmasked Estep 
Score: -602555.375000 Penalty: 2222.895508
	Iteration 0F: 2 clusters Score -602555.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -596334.937500 Penalty: 4445.791016
	Iteration 0F: 3 clusters Score -596334.9 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -598143.437500 Penalty: 4445.791016
	Iteration 1F: 3 clusters Score -598143.4 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -598563.625000 Penalty: 4445.791016
	Iteration 2F: 3 clusters Score -598563.6 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -598877.437500 Penalty: 4445.791016
	Iteration 3F: 3 clusters Score -598877.4 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -599128.500000 Penalty: 4445.791016
	Iteration 4F: 3 clusters Score -599128.5 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -599322.187500 Penalty: 4445.791016
	Iteration 5Q: 3 clusters Score -599322.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -599492.437500 Penalty: 4445.791016
	Iteration 6Q: 3 clusters Score -599492.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -599643.812500 Penalty: 4445.791016
	Iteration 7Q: 3 clusters Score -599643.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -599797.562500 Penalty: 4445.791016
	Iteration 8Q: 3 clusters Score -599797.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -599940.062500 Penalty: 4445.791016
	Iteration 9Q: 3 clusters Score -599940.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -600057.500000 Penalty: 4445.791016
	Iteration 10Q: 3 clusters Score -600057.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -600147.375000 Penalty: 4445.791016
	Iteration 11Q: 3 clusters Score -600147.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -600248.125000 Penalty: 4445.791016
	Iteration 12Q: 3 clusters Score -600248.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -600355.125000 Penalty: 4445.791016
	Iteration 13Q: 3 clusters Score -600355.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -600462.750000 Penalty: 4445.791016
	Iteration 14Q: 3 clusters Score -600462.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -600562.000000 Penalty: 4445.791016
	Iteration 15Q: 3 clusters Score -600562 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -600664.000000 Penalty: 4445.791016
	Iteration 16Q: 3 clusters Score -600664 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -600733.187500 Penalty: 4445.791016
	Iteration 17Q: 3 clusters Score -600733.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -600785.375000 Penalty: 4445.791016
	Iteration 18Q: 3 clusters Score -600785.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -600822.687500 Penalty: 4445.791016
	Iteration 19Q: 3 clusters Score -600822.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -600841.687500 Penalty: 4445.791016
	Iteration 20F: 3 clusters Score -600841.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -600854.687500 Penalty: 4445.791016
	Iteration 21Q: 3 clusters Score -600854.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -600865.625000 Penalty: 4445.791016
	Iteration 22Q: 3 clusters Score -600865.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -600873.000000 Penalty: 4445.791016
	Iteration 23Q: 3 clusters Score -600873 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -600878.687500 Penalty: 4445.791016
	Iteration 24Q: 3 clusters Score -600878.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -600885.812500 Penalty: 4445.791016
	Iteration 25Q: 3 clusters Score -600885.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -600889.500000 Penalty: 4445.791016
	Iteration 26Q: 3 clusters Score -600889.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -600893.562500 Penalty: 4445.791016
	Iteration 27Q: 3 clusters Score -600893.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -600898.250000 Penalty: 4445.791016
	Iteration 28Q: 3 clusters Score -600898.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -600903.312500 Penalty: 4445.791016
	Iteration 29Q: 3 clusters Score -600903.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -600908.500000 Penalty: 4445.791016
	Iteration 30Q: 3 clusters Score -600908.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -600911.375000 Penalty: 4445.791016
	Iteration 31Q: 3 clusters Score -600911.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -600914.437500 Penalty: 4445.791016
	Iteration 32Q: 3 clusters Score -600914.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -600917.125000 Penalty: 4445.791016
	Iteration 33Q: 3 clusters Score -600917.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -600916.500000 Penalty: 4445.791016
	Iteration 34Q: 3 clusters Score -600916.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -600918.562500 Penalty: 4445.791016
	Iteration 35Q: 3 clusters Score -600918.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -600920.312500 Penalty: 4445.791016
	Iteration 36Q: 3 clusters Score -600920.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -600919.375000 Penalty: 4445.791016
	Iteration 37Q: 3 clusters Score -600919.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -600920.937500 Penalty: 4445.791016
	Iteration 38Q: 3 clusters Score -600920.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -600920.312500 Penalty: 4445.791016
	Iteration 39Q: 3 clusters Score -600920.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -600921.187500 Penalty: 4445.791016
	Iteration 40F: 3 clusters Score -600921.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -600922.625000 Penalty: 4445.791016
	Iteration 41Q: 3 clusters Score -600922.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -600925.187500 Penalty: 4445.791016
	Iteration 42Q: 3 clusters Score -600925.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -600926.562500 Penalty: 4445.791016
	Iteration 43Q: 3 clusters Score -600926.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -600926.750000 Penalty: 4445.791016
	Iteration 44Q: 3 clusters Score -600926.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -600926.937500 Penalty: 4445.791016
	Iteration 45Q: 3 clusters Score -600926.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -600929.750000 Penalty: 4445.791016
	Iteration 46Q: 3 clusters Score -600929.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -600929.750000 Penalty: 4445.791016
	Iteration 47F: 3 clusters Score -600929.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Entering Unmasked Estep 
Score: -291407.000000 Penalty: 2037.388672
	Iteration 0F: 2 clusters Score -291407 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -287695.562500 Penalty: 4074.777344
	Iteration 0F: 3 clusters Score -287695.6 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -288485.375000 Penalty: 4074.777344
	Iteration 1F: 3 clusters Score -288485.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -288657.812500 Penalty: 4074.777344
	Iteration 2F: 3 clusters Score -288657.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -288748.312500 Penalty: 4074.777344
	Iteration 3Q: 3 clusters Score -288748.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -288804.281250 Penalty: 4074.777344
	Iteration 4Q: 3 clusters Score -288804.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -288848.250000 Penalty: 4074.777344
	Iteration 5Q: 3 clusters Score -288848.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -288876.718750 Penalty: 4074.777344
	Iteration 6Q: 3 clusters Score -288876.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -288901.468750 Penalty: 4074.777344
	Iteration 7Q: 3 clusters Score -288901.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -288928.625000 Penalty: 4074.777344
	Iteration 8Q: 3 clusters Score -288928.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -288951.093750 Penalty: 4074.777344
	Iteration 9Q: 3 clusters Score -288951.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -288965.218750 Penalty: 4074.777344
	Iteration 10Q: 3 clusters Score -288965.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -288978.000000 Penalty: 4074.777344
	Iteration 11Q: 3 clusters Score -288978 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -288989.906250 Penalty: 4074.777344
	Iteration 12Q: 3 clusters Score -288989.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -288998.468750 Penalty: 4074.777344
	Iteration 13Q: 3 clusters Score -288998.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -289007.343750 Penalty: 4074.777344
	Iteration 14Q: 3 clusters Score -289007.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -289012.156250 Penalty: 4074.777344
	Iteration 15Q: 3 clusters Score -289012.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -289015.250000 Penalty: 4074.777344
	Iteration 16Q: 3 clusters Score -289015.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -289019.031250 Penalty: 4074.777344
	Iteration 17Q: 3 clusters Score -289019 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -289022.843750 Penalty: 4074.777344
	Iteration 18Q: 3 clusters Score -289022.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -289026.593750 Penalty: 4074.777344
	Iteration 19Q: 3 clusters Score -289026.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -289027.843750 Penalty: 4074.777344
	Iteration 20F: 3 clusters Score -289027.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -289030.093750 Penalty: 4074.777344
	Iteration 21Q: 3 clusters Score -289030.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -289031.937500 Penalty: 4074.777344
	Iteration 22Q: 3 clusters Score -289031.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -289032.531250 Penalty: 4074.777344
	Iteration 23Q: 3 clusters Score -289032.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -289033.312500 Penalty: 4074.777344
	Iteration 24Q: 3 clusters Score -289033.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -289033.687500 Penalty: 4074.777344
	Iteration 25Q: 3 clusters Score -289033.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -289033.687500 Penalty: 4074.777344
	Iteration 26F: 3 clusters Score -289033.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (10000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Entering Unmasked Estep 
Score: -787857.312500 Penalty: 2284.164551
	Iteration 0F: 2 clusters Score -787857.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -780103.125000 Penalty: 4568.329102
	Iteration 0F: 3 clusters Score -780103.1 nChanged 4213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -782333.250000 Penalty: 4568.329102
	Iteration 1F: 3 clusters Score -782333.2 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -782690.437500 Penalty: 4568.329102
	Iteration 2F: 3 clusters Score -782690.4 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -782985.187500 Penalty: 4568.329102
	Iteration 3F: 3 clusters Score -782985.2 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -783267.812500 Penalty: 4568.329102
	Iteration 4F: 3 clusters Score -783267.8 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -783584.250000 Penalty: 4568.329102
	Iteration 5Q: 3 clusters Score -783584.2 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -783956.062500 Penalty: 4568.329102
	Iteration 6F: 3 clusters Score -783956.1 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -784331.375000 Penalty: 4568.329102
	Iteration 7Q: 3 clusters Score -784331.4 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -784756.625000 Penalty: 4568.329102
	Iteration 8Q: 3 clusters Score -784756.6 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -785121.750000 Penalty: 4568.329102
	Iteration 9Q: 3 clusters Score -785121.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -785358.937500 Penalty: 4568.329102
	Iteration 10Q: 3 clusters Score -785358.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -785517.562500 Penalty: 4568.329102
	Iteration 11Q: 3 clusters Score -785517.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -785610.562500 Penalty: 4568.329102
	Iteration 12Q: 3 clusters Score -785610.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -785673.375000 Penalty: 4568.329102
	Iteration 13Q: 3 clusters Score -785673.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -785733.187500 Penalty: 4568.329102
	Iteration 14Q: 3 clusters Score -785733.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -785785.562500 Penalty: 4568.329102
	Iteration 15Q: 3 clusters Score -785785.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -785810.125000 Penalty: 4568.329102
	Iteration 16Q: 3 clusters Score -785810.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -785822.125000 Penalty: 4568.329102
	Iteration 17Q: 3 clusters Score -785822.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -785834.125000 Penalty: 4568.329102
	Iteration 18Q: 3 clusters Score -785834.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -785844.812500 Penalty: 4568.329102
	Iteration 19Q: 3 clusters Score -785844.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -785850.187500 Penalty: 4568.329102
	Iteration 20F: 3 clusters Score -785850.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -785853.500000 Penalty: 4568.329102
	Iteration 21Q: 3 clusters Score -785853.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -785855.250000 Penalty: 4568.329102
	Iteration 22Q: 3 clusters Score -785855.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -785855.250000 Penalty: 4568.329102
	Iteration 23F: 3 clusters Score -785855.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (25658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25658 members 
Entering Unmasked Estep 
Score: -2017800.250000 Penalty: 2517.847412
	Iteration 0F: 2 clusters Score -2017800 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -1999988.125000 Penalty: 5035.694824
	Iteration 0F: 3 clusters Score -1999988 nChanged 11551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -2006147.000000 Penalty: 5035.694824
	Iteration 1F: 3 clusters Score -2006147 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -2006608.500000 Penalty: 5035.694824
	Iteration 2F: 3 clusters Score -2006608 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -2007081.375000 Penalty: 5035.694824
	Iteration 3Q: 3 clusters Score -2007081 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -2007572.250000 Penalty: 5035.694824
	Iteration 4Q: 3 clusters Score -2007572 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -2008147.125000 Penalty: 5035.694824
	Iteration 5Q: 3 clusters Score -2008147 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
Score: -2008827.500000 Penalty: 5035.694824
	Iteration 6Q: 3 clusters Score -2008828 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -2009550.875000 Penalty: 5035.694824
	Iteration 7F: 3 clusters Score -2009551 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -2010293.125000 Penalty: 5035.694824
	Iteration 8F: 3 clusters Score -2010293 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -2011038.000000 Penalty: 5035.694824
	Iteration 9F: 3 clusters Score -2011038 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -2011746.250000 Penalty: 5035.694824
	Iteration 10Q: 3 clusters Score -2011746 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -2012323.125000 Penalty: 5035.694824
	Iteration 11Q: 3 clusters Score -2012323 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -2012766.250000 Penalty: 5035.694824
	Iteration 12Q: 3 clusters Score -2012766 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -2013098.750000 Penalty: 5035.694824
	Iteration 13Q: 3 clusters Score -2013099 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -2013309.125000 Penalty: 5035.694824
	Iteration 14Q: 3 clusters Score -2013309 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 15663 members 
Entering Unmasked Estep 
Score: -2013472.125000 Penalty: 5035.694824
	Iteration 15Q: 3 clusters Score -2013472 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 15878 members 
Entering Unmasked Estep 
Score: -2013573.250000 Penalty: 5035.694824
	Iteration 16Q: 3 clusters Score -2013573 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -2013661.375000 Penalty: 5035.694824
	Iteration 17Q: 3 clusters Score -2013661 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 16256 members 
Entering Unmasked Estep 
Score: -2013728.625000 Penalty: 5035.694824
	Iteration 18Q: 3 clusters Score -2013729 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 16420 members 
Entering Unmasked Estep 
Score: -2013770.250000 Penalty: 5035.694824
	Iteration 19Q: 3 clusters Score -2013770 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 16565 members 
Entering Unmasked Estep 
Score: -2013807.625000 Penalty: 5035.694824
	Iteration 20F: 3 clusters Score -2013808 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 16718 members 
Entering Unmasked Estep 
Score: -2013839.375000 Penalty: 5035.694824
	Iteration 21Q: 3 clusters Score -2013839 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 16854 members 
Entering Unmasked Estep 
Score: -2013863.125000 Penalty: 5035.694824
	Iteration 22Q: 3 clusters Score -2013863 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 16977 members 
Entering Unmasked Estep 
Score: -2013887.500000 Penalty: 5035.694824
	Iteration 23Q: 3 clusters Score -2013888 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 17088 members 
Entering Unmasked Estep 
Score: -2013913.625000 Penalty: 5035.694824
	Iteration 24Q: 3 clusters Score -2013914 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 17206 members 
Entering Unmasked Estep 
Score: -2013938.250000 Penalty: 5035.694824
	Iteration 25Q: 3 clusters Score -2013938 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 17336 members 
Entering Unmasked Estep 
Score: -2013965.625000 Penalty: 5035.694824
	Iteration 26Q: 3 clusters Score -2013966 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 17502 members 
Entering Unmasked Estep 
Score: -2013997.500000 Penalty: 5035.694824
	Iteration 27Q: 3 clusters Score -2013998 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 17656 members 
Entering Unmasked Estep 
Score: -2014028.875000 Penalty: 5035.694824
	Iteration 28Q: 3 clusters Score -2014029 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 17810 members 
Entering Unmasked Estep 
Score: -2014061.000000 Penalty: 5035.694824
	Iteration 29Q: 3 clusters Score -2014061 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 17953 members 
Entering Unmasked Estep 
Score: -2014083.875000 Penalty: 5035.694824
	Iteration 30Q: 3 clusters Score -2014084 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 18087 members 
Entering Unmasked Estep 
Score: -2014109.125000 Penalty: 5035.694824
	Iteration 31Q: 3 clusters Score -2014109 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 18218 members 
Entering Unmasked Estep 
Score: -2014134.875000 Penalty: 5035.694824
	Iteration 32Q: 3 clusters Score -2014135 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 18332 members 
Entering Unmasked Estep 
Score: -2014161.375000 Penalty: 5035.694824
	Iteration 33Q: 3 clusters Score -2014161 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 18442 members 
Entering Unmasked Estep 
Score: -2014175.125000 Penalty: 5035.694824
	Iteration 34Q: 3 clusters Score -2014175 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 18537 members 
Entering Unmasked Estep 
Score: -2014187.250000 Penalty: 5035.694824
	Iteration 35Q: 3 clusters Score -2014187 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 18637 members 
Entering Unmasked Estep 
Score: -2014196.500000 Penalty: 5035.694824
	Iteration 36Q: 3 clusters Score -2014196 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 18747 members 
Entering Unmasked Estep 
Score: -2014225.000000 Penalty: 5035.694824
	Iteration 37Q: 3 clusters Score -2014225 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 18876 members 
Entering Unmasked Estep 
Score: -2014250.875000 Penalty: 5035.694824
	Iteration 38Q: 3 clusters Score -2014251 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 19012 members 
Entering Unmasked Estep 
Score: -2014277.125000 Penalty: 5035.694824
	Iteration 39Q: 3 clusters Score -2014277 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 19138 members 
Entering Unmasked Estep 
Score: -2014299.500000 Penalty: 5035.694824
	Iteration 40F: 3 clusters Score -2014300 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 19249 members 
Entering Unmasked Estep 
Score: -2014318.625000 Penalty: 5035.694824
	Iteration 41Q: 3 clusters Score -2014319 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 19372 members 
Entering Unmasked Estep 
Score: -2014333.625000 Penalty: 5035.694824
	Iteration 42Q: 3 clusters Score -2014334 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 19506 members 
Entering Unmasked Estep 
Score: -2014359.750000 Penalty: 5035.694824
	Iteration 43Q: 3 clusters Score -2014360 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 19637 members 
Entering Unmasked Estep 
Score: -2014388.125000 Penalty: 5035.694824
	Iteration 44Q: 3 clusters Score -2014388 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 19773 members 
Entering Unmasked Estep 
Score: -2014414.750000 Penalty: 5035.694824
	Iteration 45Q: 3 clusters Score -2014415 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 19909 members 
Entering Unmasked Estep 
Score: -2014455.000000 Penalty: 5035.694824
	Iteration 46Q: 3 clusters Score -2014455 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 20048 members 
Entering Unmasked Estep 
Score: -2014478.125000 Penalty: 5035.694824
	Iteration 47Q: 3 clusters Score -2014478 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 20183 members 
Entering Unmasked Estep 
Score: -2014512.375000 Penalty: 5035.694824
	Iteration 48Q: 3 clusters Score -2014512 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 20326 members 
Entering Unmasked Estep 
Score: -2014551.750000 Penalty: 5035.694824
	Iteration 49Q: 3 clusters Score -2014552 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 20478 members 
Entering Unmasked Estep 
Score: -2014587.625000 Penalty: 5035.694824
	Iteration 50Q: 3 clusters Score -2014588 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 20621 members 
Entering Unmasked Estep 
Score: -2014617.625000 Penalty: 5035.694824
	Iteration 51Q: 3 clusters Score -2014618 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 20762 members 
Entering Unmasked Estep 
Score: -2014642.750000 Penalty: 5035.694824
	Iteration 52Q: 3 clusters Score -2014643 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 20903 members 
Entering Unmasked Estep 
Score: -2014667.750000 Penalty: 5035.694824
	Iteration 53Q: 3 clusters Score -2014668 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 21053 members 
Entering Unmasked Estep 
Score: -2014705.500000 Penalty: 5035.694824
	Iteration 54Q: 3 clusters Score -2014706 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 21197 members 
Entering Unmasked Estep 
Score: -2014747.250000 Penalty: 5035.694824
	Iteration 55Q: 3 clusters Score -2014747 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 21353 members 
Entering Unmasked Estep 
Score: -2014793.875000 Penalty: 5035.694824
	Iteration 56Q: 3 clusters Score -2014794 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 21503 members 
Entering Unmasked Estep 
Score: -2014823.000000 Penalty: 5035.694824
	Iteration 57Q: 3 clusters Score -2014823 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 21633 members 
Entering Unmasked Estep 
Score: -2014854.625000 Penalty: 5035.694824
	Iteration 58Q: 3 clusters Score -2014855 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 21767 members 
Entering Unmasked Estep 
Score: -2014885.250000 Penalty: 5035.694824
	Iteration 59Q: 3 clusters Score -2014885 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 21907 members 
Entering Unmasked Estep 
Score: -2014923.500000 Penalty: 5035.694824
	Iteration 60F: 3 clusters Score -2014924 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 22037 members 
Entering Unmasked Estep 
Score: -2014958.625000 Penalty: 5035.694824
	Iteration 61Q: 3 clusters Score -2014959 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 22184 members 
Entering Unmasked Estep 
Score: -2014985.875000 Penalty: 5035.694824
	Iteration 62Q: 3 clusters Score -2014986 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 22326 members 
Entering Unmasked Estep 
Score: -2015028.125000 Penalty: 5035.694824
	Iteration 63Q: 3 clusters Score -2015028 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 22448 members 
Entering Unmasked Estep 
Score: -2015054.625000 Penalty: 5035.694824
	Iteration 64Q: 3 clusters Score -2015055 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 22552 members 
Entering Unmasked Estep 
Score: -2015089.125000 Penalty: 5035.694824
	Iteration 65Q: 3 clusters Score -2015089 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 22653 members 
Entering Unmasked Estep 
Score: -2015108.375000 Penalty: 5035.694824
	Iteration 66Q: 3 clusters Score -2015108 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 22751 members 
Entering Unmasked Estep 
Score: -2015129.875000 Penalty: 5035.694824
	Iteration 67Q: 3 clusters Score -2015130 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 22839 members 
Entering Unmasked Estep 
Score: -2015157.250000 Penalty: 5035.694824
	Iteration 68Q: 3 clusters Score -2015157 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 22924 members 
Entering Unmasked Estep 
Score: -2015170.375000 Penalty: 5035.694824
	Iteration 69Q: 3 clusters Score -2015170 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 22999 members 
Entering Unmasked Estep 
Score: -2015196.125000 Penalty: 5035.694824
	Iteration 70Q: 3 clusters Score -2015196 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 23077 members 
Entering Unmasked Estep 
Score: -2015217.250000 Penalty: 5035.694824
	Iteration 71Q: 3 clusters Score -2015217 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 23155 members 
Entering Unmasked Estep 
Score: -2015236.250000 Penalty: 5035.694824
	Iteration 72Q: 3 clusters Score -2015236 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 23237 members 
Entering Unmasked Estep 
Score: -2015260.500000 Penalty: 5035.694824
	Iteration 73Q: 3 clusters Score -2015260 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 23310 members 
Entering Unmasked Estep 
Score: -2015285.875000 Penalty: 5035.694824
	Iteration 74Q: 3 clusters Score -2015286 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 23384 members 
Entering Unmasked Estep 
Score: -2015303.875000 Penalty: 5035.694824
	Iteration 75Q: 3 clusters Score -2015304 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 23453 members 
Entering Unmasked Estep 
Score: -2015328.625000 Penalty: 5035.694824
	Iteration 76Q: 3 clusters Score -2015329 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 23519 members 
Entering Unmasked Estep 
Score: -2015349.500000 Penalty: 5035.694824
	Iteration 77Q: 3 clusters Score -2015350 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 23587 members 
Entering Unmasked Estep 
Score: -2015368.500000 Penalty: 5035.694824
	Iteration 78Q: 3 clusters Score -2015368 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 23648 members 
Entering Unmasked Estep 
Score: -2015390.625000 Penalty: 5035.694824
	Iteration 79Q: 3 clusters Score -2015391 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 23708 members 
Entering Unmasked Estep 
Score: -2015413.500000 Penalty: 5035.694824
	Iteration 80F: 3 clusters Score -2015414 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 23771 members 
Entering Unmasked Estep 
Score: -2015431.250000 Penalty: 5035.694824
	Iteration 81Q: 3 clusters Score -2015431 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 23834 members 
Entering Unmasked Estep 
Score: -2015444.500000 Penalty: 5035.694824
	Iteration 82Q: 3 clusters Score -2015444 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 23893 members 
Entering Unmasked Estep 
Score: -2015467.000000 Penalty: 5035.694824
	Iteration 83Q: 3 clusters Score -2015467 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 23952 members 
Entering Unmasked Estep 
Score: -2015491.000000 Penalty: 5035.694824
	Iteration 84Q: 3 clusters Score -2015491 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 24010 members 
Entering Unmasked Estep 
Score: -2015513.500000 Penalty: 5035.694824
	Iteration 85Q: 3 clusters Score -2015514 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 24064 members 
Entering Unmasked Estep 
Score: -2015529.500000 Penalty: 5035.694824
	Iteration 86Q: 3 clusters Score -2015530 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 24117 members 
Entering Unmasked Estep 
Score: -2015547.750000 Penalty: 5035.694824
	Iteration 87Q: 3 clusters Score -2015548 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 24152 members 
Entering Unmasked Estep 
Score: -2015560.750000 Penalty: 5035.694824
	Iteration 88Q: 3 clusters Score -2015561 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 24196 members 
Entering Unmasked Estep 
Score: -2015572.000000 Penalty: 5035.694824
	Iteration 89Q: 3 clusters Score -2015572 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 24236 members 
Entering Unmasked Estep 
Score: -2015584.750000 Penalty: 5035.694824
	Iteration 90Q: 3 clusters Score -2015585 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 24274 members 
Entering Unmasked Estep 
Score: -2015596.000000 Penalty: 5035.694824
	Iteration 91Q: 3 clusters Score -2015596 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 24299 members 
Entering Unmasked Estep 
Score: -2015606.125000 Penalty: 5035.694824
	Iteration 92Q: 3 clusters Score -2015606 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 24324 members 
Entering Unmasked Estep 
Score: -2015611.500000 Penalty: 5035.694824
	Iteration 93Q: 3 clusters Score -2015612 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 24348 members 
Entering Unmasked Estep 
Score: -2015625.000000 Penalty: 5035.694824
	Iteration 94Q: 3 clusters Score -2015625 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 24377 members 
Entering Unmasked Estep 
Score: -2015628.500000 Penalty: 5035.694824
	Iteration 95Q: 3 clusters Score -2015628 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 24404 members 
Entering Unmasked Estep 
Score: -2015633.625000 Penalty: 5035.694824
	Iteration 96Q: 3 clusters Score -2015634 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 24431 members 
Entering Unmasked Estep 
Score: -2015644.125000 Penalty: 5035.694824
	Iteration 97Q: 3 clusters Score -2015644 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 24450 members 
Entering Unmasked Estep 
Score: -2015653.875000 Penalty: 5035.694824
	Iteration 98Q: 3 clusters Score -2015654 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 24474 members 
Entering Unmasked Estep 
Score: -2015658.000000 Penalty: 5035.694824
	Iteration 99Q: 3 clusters Score -2015658 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 24503 members 
Entering Unmasked Estep 
Score: -2015674.500000 Penalty: 5035.694824
	Iteration 100F: 3 clusters Score -2015674 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 24530 members 
Entering Unmasked Estep 
Score: -2015685.375000 Penalty: 5035.694824
	Iteration 101Q: 3 clusters Score -2015685 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 24546 members 
Entering Unmasked Estep 
Score: -2015686.125000 Penalty: 5035.694824
	Iteration 102Q: 3 clusters Score -2015686 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 24558 members 
Entering Unmasked Estep 
Score: -2015693.875000 Penalty: 5035.694824
	Iteration 103Q: 3 clusters Score -2015694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 24563 members 
Entering Unmasked Estep 
Score: -2015697.375000 Penalty: 5035.694824
	Iteration 104Q: 3 clusters Score -2015697 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 24569 members 
Entering Unmasked Estep 
Score: -2015697.750000 Penalty: 5035.694824
	Iteration 105Q: 3 clusters Score -2015698 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 24578 members 
Entering Unmasked Estep 
Score: -2015707.500000 Penalty: 5035.694824
	Iteration 106Q: 3 clusters Score -2015708 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 24588 members 
Entering Unmasked Estep 
Score: -2015712.375000 Penalty: 5035.694824
	Iteration 107Q: 3 clusters Score -2015712 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 24603 members 
Entering Unmasked Estep 
Score: -2015719.750000 Penalty: 5035.694824
	Iteration 108Q: 3 clusters Score -2015720 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 24623 members 
Entering Unmasked Estep 
Score: -2015724.625000 Penalty: 5035.694824
	Iteration 109Q: 3 clusters Score -2015725 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 24641 members 
Entering Unmasked Estep 
Score: -2015733.000000 Penalty: 5035.694824
	Iteration 110Q: 3 clusters Score -2015733 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 24653 members 
Entering Unmasked Estep 
Score: -2015733.125000 Penalty: 5035.694824
	Iteration 111Q: 3 clusters Score -2015733 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 24667 members 
Entering Unmasked Estep 
Score: -2015737.500000 Penalty: 5035.694824
	Iteration 112Q: 3 clusters Score -2015738 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 24677 members 
Entering Unmasked Estep 
Score: -2015741.375000 Penalty: 5035.694824
	Iteration 113Q: 3 clusters Score -2015741 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 24684 members 
Entering Unmasked Estep 
Score: -2015745.250000 Penalty: 5035.694824
	Iteration 114Q: 3 clusters Score -2015745 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 24688 members 
Entering Unmasked Estep 
Score: -2015743.625000 Penalty: 5035.694824
	Iteration 115Q: 3 clusters Score -2015744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 24696 members 
Entering Unmasked Estep 
Score: -2015747.000000 Penalty: 5035.694824
	Iteration 116Q: 3 clusters Score -2015747 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 24704 members 
Entering Unmasked Estep 
Score: -2015752.250000 Penalty: 5035.694824
	Iteration 117Q: 3 clusters Score -2015752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 24708 members 
Entering Unmasked Estep 
Score: -2015755.750000 Penalty: 5035.694824
	Iteration 118Q: 3 clusters Score -2015756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 24713 members 
Entering Unmasked Estep 
Score: -2015760.125000 Penalty: 5035.694824
	Iteration 119Q: 3 clusters Score -2015760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 24719 members 
Entering Unmasked Estep 
Score: -2015763.250000 Penalty: 5035.694824
	Iteration 120F: 3 clusters Score -2015763 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 24725 members 
Entering Unmasked Estep 
Score: -2015762.875000 Penalty: 5035.694824
	Iteration 121Q: 3 clusters Score -2015763 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 24726 members 
Entering Unmasked Estep 
Score: -2015763.500000 Penalty: 5035.694824
	Iteration 122Q: 3 clusters Score -2015764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 24728 members 
Entering Unmasked Estep 
Score: -2015766.750000 Penalty: 5035.694824
	Iteration 123Q: 3 clusters Score -2015767 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 24732 members 
Entering Unmasked Estep 
Score: -2015768.000000 Penalty: 5035.694824
	Iteration 124Q: 3 clusters Score -2015768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 24735 members 
Entering Unmasked Estep 
Score: -2015768.375000 Penalty: 5035.694824
	Iteration 125Q: 3 clusters Score -2015768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 24737 members 
Entering Unmasked Estep 
Score: -2015769.500000 Penalty: 5035.694824
	Iteration 126Q: 3 clusters Score -2015770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 24737 members 
Entering Unmasked Estep 
Score: -2015769.500000 Penalty: 5035.694824
	Iteration 127F: 3 clusters Score -2015770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Entering Unmasked Estep 
Score: -260598.250000 Penalty: 2012.945435
	Iteration 0F: 2 clusters Score -260598.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -257110.515625 Penalty: 4025.890869
	Iteration 0F: 3 clusters Score -257110.5 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -257829.859375 Penalty: 4025.890869
	Iteration 1F: 3 clusters Score -257829.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -257974.328125 Penalty: 4025.890869
	Iteration 2F: 3 clusters Score -257974.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -258049.500000 Penalty: 4025.890869
	Iteration 3Q: 3 clusters Score -258049.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -258100.062500 Penalty: 4025.890869
	Iteration 4Q: 3 clusters Score -258100.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -258149.468750 Penalty: 4025.890869
	Iteration 5Q: 3 clusters Score -258149.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -258190.843750 Penalty: 4025.890869
	Iteration 6Q: 3 clusters Score -258190.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -258226.984375 Penalty: 4025.890869
	Iteration 7Q: 3 clusters Score -258227 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -258251.203125 Penalty: 4025.890869
	Iteration 8Q: 3 clusters Score -258251.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -258268.593750 Penalty: 4025.890869
	Iteration 9Q: 3 clusters Score -258268.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -258282.671875 Penalty: 4025.890869
	Iteration 10Q: 3 clusters Score -258282.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -258291.578125 Penalty: 4025.890869
	Iteration 11Q: 3 clusters Score -258291.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -258296.031250 Penalty: 4025.890869
	Iteration 12Q: 3 clusters Score -258296 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -258300.937500 Penalty: 4025.890869
	Iteration 13Q: 3 clusters Score -258300.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -258306.125000 Penalty: 4025.890869
	Iteration 14Q: 3 clusters Score -258306.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -258309.812500 Penalty: 4025.890869
	Iteration 15Q: 3 clusters Score -258309.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -258313.031250 Penalty: 4025.890869
	Iteration 16Q: 3 clusters Score -258313 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -258314.468750 Penalty: 4025.890869
	Iteration 17Q: 3 clusters Score -258314.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -258315.562500 Penalty: 4025.890869
	Iteration 18Q: 3 clusters Score -258315.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -258316.093750 Penalty: 4025.890869
	Iteration 19Q: 3 clusters Score -258316.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -258316.500000 Penalty: 4025.890869
	Iteration 20F: 3 clusters Score -258316.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -258317.453125 Penalty: 4025.890869
	Iteration 21Q: 3 clusters Score -258317.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -258319.515625 Penalty: 4025.890869
	Iteration 22Q: 3 clusters Score -258319.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -258321.796875 Penalty: 4025.890869
	Iteration 23Q: 3 clusters Score -258321.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -258322.937500 Penalty: 4025.890869
	Iteration 24Q: 3 clusters Score -258322.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -258324.812500 Penalty: 4025.890869
	Iteration 25Q: 3 clusters Score -258324.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -258326.078125 Penalty: 4025.890869
	Iteration 26Q: 3 clusters Score -258326.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -258327.406250 Penalty: 4025.890869
	Iteration 27Q: 3 clusters Score -258327.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -258329.296875 Penalty: 4025.890869
	Iteration 28Q: 3 clusters Score -258329.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -258330.453125 Penalty: 4025.890869
	Iteration 29Q: 3 clusters Score -258330.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -258333.687500 Penalty: 4025.890869
	Iteration 30Q: 3 clusters Score -258333.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -258337.000000 Penalty: 4025.890869
	Iteration 31Q: 3 clusters Score -258337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -258338.125000 Penalty: 4025.890869
	Iteration 32Q: 3 clusters Score -258338.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -258340.250000 Penalty: 4025.890869
	Iteration 33Q: 3 clusters Score -258340.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -258341.296875 Penalty: 4025.890869
	Iteration 34Q: 3 clusters Score -258341.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -258341.296875 Penalty: 4025.890869
	Iteration 35F: 3 clusters Score -258341.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 3176 members 
Mstep: Class 3 contains 82376 members 
Mstep: Class 4 contains 3459 members 
Mstep: Class 5 contains 369329 members 
Mstep: Class 6 contains 4457 members 
Mstep: Class 7 contains 6286 members 
Mstep: Class 8 contains 6716 members 
Mstep: Class 9 contains 5230 members 
Mstep: Class 10 contains 28048 members 
Mstep: Class 11 contains 218817 members 
Mstep: Class 12 contains 49563 members 
Mstep: Class 13 contains 154410 members 
Mstep: Class 14 contains 129369 members 
Mstep: Class 15 contains 73045 members 
Mstep: Class 16 contains 88984 members 
Mstep: Class 17 contains 2134 members 
Mstep: Class 18 contains 27404 members 
Mstep: Class 19 contains 4542 members 
Mstep: Class 20 contains 8470 members 
Mstep: Class 21 contains 45443 members 
Mstep: Class 22 contains 28360 members 
Mstep: Class 23 contains 9016 members 
Mstep: Class 24 contains 7661 members 
Mstep: Class 25 contains 24256 members 
Mstep: Class 26 contains 16215 members 
Mstep: Class 27 contains 6079 members 
Mstep: Class 28 contains 7811 members 
Mstep: Class 29 contains 3697 members 
Mstep: Class 30 contains 10000 members 
Mstep: Class 31 contains 25658 members 
Mstep: Class 32 contains 3350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111975192.000000 Penalty: 112659.960938
Iteration 119Q: 33 clusters Score -1.119752e+08 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 3171 members 
Mstep: Class 3 contains 82420 members 
Mstep: Class 4 contains 3463 members 
Mstep: Class 5 contains 369667 members 
Mstep: Class 6 contains 4457 members 
Mstep: Class 7 contains 6286 members 
Mstep: Class 8 contains 6721 members 
Mstep: Class 9 contains 5230 members 
Mstep: Class 10 contains 28054 members 
Mstep: Class 11 contains 218818 members 
Mstep: Class 12 contains 49585 members 
Mstep: Class 13 contains 154409 members 
Mstep: Class 14 contains 128955 members 
Mstep: Class 15 contains 73057 members 
Mstep: Class 16 contains 88980 members 
Mstep: Class 17 contains 2134 members 
Mstep: Class 18 contains 27405 members 
Mstep: Class 19 contains 4542 members 
Mstep: Class 20 contains 8470 members 
Mstep: Class 21 contains 45447 members 
Mstep: Class 22 contains 28356 members 
Mstep: Class 23 contains 9016 members 
Mstep: Class 24 contains 7660 members 
Mstep: Class 25 contains 24257 members 
Mstep: Class 26 contains 16206 members 
Mstep: Class 27 contains 6079 members 
Mstep: Class 28 contains 7811 members 
Mstep: Class 29 contains 3700 members 
Mstep: Class 30 contains 10000 members 
Mstep: Class 31 contains 25656 members 
Mstep: Class 32 contains 3350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111975080.000000 Penalty: 112659.960938
Iteration 120F: 33 clusters Score -1.119751e+08 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 3168 members 
Mstep: Class 3 contains 82488 members 
Mstep: Class 4 contains 3468 members 
Mstep: Class 5 contains 370001 members 
Mstep: Class 6 contains 4457 members 
Mstep: Class 7 contains 6283 members 
Mstep: Class 8 contains 6726 members 
Mstep: Class 9 contains 5230 members 
Mstep: Class 10 contains 28064 members 
Mstep: Class 11 contains 218810 members 
Mstep: Class 12 contains 49602 members 
Mstep: Class 13 contains 154409 members 
Mstep: Class 14 contains 128551 members 
Mstep: Class 15 contains 73064 members 
Mstep: Class 16 contains 88972 members 
Mstep: Class 17 contains 2134 members 
Mstep: Class 18 contains 27404 members 
Mstep: Class 19 contains 4542 members 
Mstep: Class 20 contains 8470 members 
Mstep: Class 21 contains 45450 members 
Mstep: Class 22 contains 28352 members 
Mstep: Class 23 contains 9016 members 
Mstep: Class 24 contains 7658 members 
Mstep: Class 25 contains 24255 members 
Mstep: Class 26 contains 16193 members 
Mstep: Class 27 contains 6080 members 
Mstep: Class 28 contains 7812 members 
Mstep: Class 29 contains 3700 members 
Mstep: Class 30 contains 10000 members 
Mstep: Class 31 contains 25653 members 
Mstep: Class 32 contains 3350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111975144.000000 Penalty: 112659.960938
Iteration 121Q: 33 clusters Score -1.119751e+08 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 3165 members 
Mstep: Class 3 contains 82550 members 
Mstep: Class 4 contains 3470 members 
Mstep: Class 5 contains 370333 members 
Mstep: Class 6 contains 4456 members 
Mstep: Class 7 contains 6279 members 
Mstep: Class 8 contains 6725 members 
Mstep: Class 9 contains 5230 members 
Mstep: Class 10 contains 28072 members 
Mstep: Class 11 contains 218817 members 
Mstep: Class 12 contains 49613 members 
Mstep: Class 13 contains 154409 members 
Mstep: Class 14 contains 128118 members 
Mstep: Class 15 contains 73071 members 
Mstep: Class 16 contains 88980 members 
Mstep: Class 17 contains 2134 members 
Mstep: Class 18 contains 27406 members 
Mstep: Class 19 contains 4542 members 
Mstep: Class 20 contains 8470 members 
Mstep: Class 21 contains 45453 members 
Mstep: Class 22 contains 28355 members 
Mstep: Class 23 contains 9016 members 
Mstep: Class 24 contains 7657 members 
Mstep: Class 25 contains 24263 members 
Mstep: Class 26 contains 16188 members 
Mstep: Class 27 contains 6080 members 
Mstep: Class 28 contains 7812 members 
Mstep: Class 29 contains 3700 members 
Mstep: Class 30 contains 9998 members 
Mstep: Class 31 contains 25649 members 
Mstep: Class 32 contains 3350 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 122Q: 33 clusters Score -1.119752e+08 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 3166 members 
Mstep: Class 3 contains 82634 members 
Mstep: Class 4 contains 3471 members 
Mstep: Class 5 contains 370646 members 
Mstep: Class 6 contains 4455 members 
Mstep: Class 7 contains 6281 members 
Mstep: Class 8 contains 6728 members 
Mstep: Class 9 contains 5230 members 
Mstep: Class 10 contains 28082 members 
Mstep: Class 11 contains 218824 members 
Mstep: Class 12 contains 49625 members 
Mstep: Class 13 contains 154410 members 
Mstep: Class 14 contains 127679 members 
Mstep: Class 15 contains 73078 members 
Mstep: Class 16 contains 88982 members 
Mstep: Class 17 contains 2134 members 
Mstep: Class 18 contains 27410 members 
Mstep: Class 19 contains 4542 members 
Mstep: Class 20 contains 8471 members 
Mstep: Class 21 contains 45456 members 
Mstep: Class 22 contains 28350 members 
Mstep: Class 23 contains 9016 members 
Mstep: Class 24 contains 7657 members 
Mstep: Class 25 contains 24266 members 
Mstep: Class 26 contains 16181 members 
Mstep: Class 27 contains 6080 members 
Mstep: Class 28 contains 7812 members 
Mstep: Class 29 contains 3700 members 
Mstep: Class 30 contains 9998 members 
Mstep: Class 31 contains 25648 members 
Mstep: Class 32 contains 3350 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 123Q: 33 clusters Score -1.119753e+08 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 3165 members 
Mstep: Class 3 contains 82718 members 
Mstep: Class 4 contains 3471 members 
Mstep: Class 5 contains 370939 members 
Mstep: Class 6 contains 4456 members 
Mstep: Class 7 contains 6281 members 
Mstep: Class 8 contains 6728 members 
Mstep: Class 9 contains 5230 members 
Mstep: Class 10 contains 28097 members 
Mstep: Class 11 contains 218831 members 
Mstep: Class 12 contains 49634 members 
Mstep: Class 13 contains 154408 members 
Mstep: Class 14 contains 127260 members 
Mstep: Class 15 contains 73082 members 
Mstep: Class 16 contains 88992 members 
Mstep: Class 17 contains 2135 members 
Mstep: Class 18 contains 27406 members 
Mstep: Class 19 contains 4542 members 
Mstep: Class 20 contains 8470 members 
Mstep: Class 21 contains 45454 members 
Mstep: Class 22 contains 28352 members 
Mstep: Class 23 contains 9020 members 
Mstep: Class 24 contains 7661 members 
Mstep: Class 25 contains 24265 members 
Mstep: Class 26 contains 16176 members 
Mstep: Class 27 contains 6080 members 
Mstep: Class 28 contains 7812 members 
Mstep: Class 29 contains 3700 members 
Mstep: Class 30 contains 9998 members 
Mstep: Class 31 contains 25649 members 
Mstep: Class 32 contains 3350 members 
Entering Unmasked Estep 
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Iteration 124Q: 33 clusters Score -1.119754e+08 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 3161 members 
Mstep: Class 3 contains 82788 members 
Mstep: Class 4 contains 3470 members 
Mstep: Class 5 contains 371208 members 
Mstep: Class 6 contains 4456 members 
Mstep: Class 7 contains 6281 members 
Mstep: Class 8 contains 6725 members 
Mstep: Class 9 contains 5230 members 
Mstep: Class 10 contains 28105 members 
Mstep: Class 11 contains 218837 members 
Mstep: Class 12 contains 49651 members 
Mstep: Class 13 contains 154407 members 
Mstep: Class 14 contains 126858 members 
Mstep: Class 15 contains 73093 members 
Mstep: Class 16 contains 89001 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 27410 members 
Mstep: Class 19 contains 4542 members 
Mstep: Class 20 contains 8470 members 
Mstep: Class 21 contains 45458 members 
Mstep: Class 22 contains 28365 members 
Mstep: Class 23 contains 9025 members 
Mstep: Class 24 contains 7662 members 
Mstep: Class 25 contains 24267 members 
Mstep: Class 26 contains 16173 members 
Mstep: Class 27 contains 6079 members 
Mstep: Class 28 contains 7811 members 
Mstep: Class 29 contains 3699 members 
Mstep: Class 30 contains 9998 members 
Mstep: Class 31 contains 25645 members 
Mstep: Class 32 contains 3350 members 
Entering Unmasked Estep 
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Score: -111975184.000000 Penalty: 112659.960938
Iteration 125Q: 33 clusters Score -1.119752e+08 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 3159 members 
Mstep: Class 3 contains 82874 members 
Mstep: Class 4 contains 3471 members 
Mstep: Class 5 contains 371424 members 
Mstep: Class 6 contains 4457 members 
Mstep: Class 7 contains 6282 members 
Mstep: Class 8 contains 6727 members 
Mstep: Class 9 contains 5230 members 
Mstep: Class 10 contains 28116 members 
Mstep: Class 11 contains 218832 members 
Mstep: Class 12 contains 49667 members 
Mstep: Class 13 contains 154409 members 
Mstep: Class 14 contains 126495 members 
Mstep: Class 15 contains 73093 members 
Mstep: Class 16 contains 89017 members 
Mstep: Class 17 contains 2135 members 
Mstep: Class 18 contains 27411 members 
Mstep: Class 19 contains 4542 members 
Mstep: Class 20 contains 8470 members 
Mstep: Class 21 contains 45458 members 
Mstep: Class 22 contains 28382 members 
Mstep: Class 23 contains 9026 members 
Mstep: Class 24 contains 7662 members 
Mstep: Class 25 contains 24267 members 
Mstep: Class 26 contains 16171 members 
Mstep: Class 27 contains 6079 members 
Mstep: Class 28 contains 7812 members 
Mstep: Class 29 contains 3699 members 
Mstep: Class 30 contains 9999 members 
Mstep: Class 31 contains 25644 members 
Mstep: Class 32 contains 3350 members 
Entering Unmasked Estep 
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Score: -111975384.000000 Penalty: 112659.960938
Iteration 126Q: 33 clusters Score -1.119754e+08 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 3155 members 
Mstep: Class 3 contains 82962 members 
Mstep: Class 4 contains 3471 members 
Mstep: Class 5 contains 371634 members 
Mstep: Class 6 contains 4457 members 
Mstep: Class 7 contains 6281 members 
Mstep: Class 8 contains 6725 members 
Mstep: Class 9 contains 5230 members 
Mstep: Class 10 contains 28132 members 
Mstep: Class 11 contains 218839 members 
Mstep: Class 12 contains 49682 members 
Mstep: Class 13 contains 154408 members 
Mstep: Class 14 contains 126158 members 
Mstep: Class 15 contains 73094 members 
Mstep: Class 16 contains 89031 members 
Mstep: Class 17 contains 2135 members 
Mstep: Class 18 contains 27400 members 
Mstep: Class 19 contains 4542 members 
Mstep: Class 20 contains 8470 members 
Mstep: Class 21 contains 45457 members 
Mstep: Class 22 contains 28393 members 
Mstep: Class 23 contains 9030 members 
Mstep: Class 24 contains 7662 members 
Mstep: Class 25 contains 24266 members 
Mstep: Class 26 contains 16166 members 
Mstep: Class 27 contains 6079 members 
Mstep: Class 28 contains 7812 members 
Mstep: Class 29 contains 3699 members 
Mstep: Class 30 contains 9999 members 
Mstep: Class 31 contains 25640 members 
Mstep: Class 32 contains 3350 members 
Entering Unmasked Estep 
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Iteration 127Q: 33 clusters Score -1.119753e+08 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 3153 members 
Mstep: Class 3 contains 83038 members 
Mstep: Class 4 contains 3470 members 
Mstep: Class 5 contains 371854 members 
Mstep: Class 6 contains 4457 members 
Mstep: Class 7 contains 6278 members 
Mstep: Class 8 contains 6725 members 
Mstep: Class 9 contains 5230 members 
Mstep: Class 10 contains 28142 members 
Mstep: Class 11 contains 218847 members 
Mstep: Class 12 contains 49689 members 
Mstep: Class 13 contains 154407 members 
Mstep: Class 14 contains 125816 members 
Mstep: Class 15 contains 73105 members 
Mstep: Class 16 contains 89037 members 
Mstep: Class 17 contains 2135 members 
Mstep: Class 18 contains 27399 members 
Mstep: Class 19 contains 4543 members 
Mstep: Class 20 contains 8470 members 
Mstep: Class 21 contains 45460 members 
Mstep: Class 22 contains 28402 members 
Mstep: Class 23 contains 9034 members 
Mstep: Class 24 contains 7663 members 
Mstep: Class 25 contains 24268 members 
Mstep: Class 26 contains 16163 members 
Mstep: Class 27 contains 6079 members 
Mstep: Class 28 contains 7812 members 
Mstep: Class 29 contains 3699 members 
Mstep: Class 30 contains 9999 members 
Mstep: Class 31 contains 25636 members 
Mstep: Class 32 contains 3350 members 
Entering Unmasked Estep 
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Iteration 128Q: 33 clusters Score -1.119753e+08 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 3151 members 
Mstep: Class 3 contains 83103 members 
Mstep: Class 4 contains 3470 members 
Mstep: Class 5 contains 372070 members 
Mstep: Class 6 contains 4456 members 
Mstep: Class 7 contains 6275 members 
Mstep: Class 8 contains 6727 members 
Mstep: Class 9 contains 5230 members 
Mstep: Class 10 contains 28158 members 
Mstep: Class 11 contains 218835 members 
Mstep: Class 12 contains 49704 members 
Mstep: Class 13 contains 154409 members 
Mstep: Class 14 contains 125503 members 
Mstep: Class 15 contains 73112 members 
Mstep: Class 16 contains 89044 members 
Mstep: Class 17 contains 2135 members 
Mstep: Class 18 contains 27392 members 
Mstep: Class 19 contains 4543 members 
Mstep: Class 20 contains 8470 members 
Mstep: Class 21 contains 45461 members 
Mstep: Class 22 contains 28412 members 
Mstep: Class 23 contains 9038 members 
Mstep: Class 24 contains 7664 members 
Mstep: Class 25 contains 24269 members 
Mstep: Class 26 contains 16158 members 
Mstep: Class 27 contains 6079 members 
Mstep: Class 28 contains 7812 members 
Mstep: Class 29 contains 3699 members 
Mstep: Class 30 contains 9999 members 
Mstep: Class 31 contains 25633 members 
Mstep: Class 32 contains 3350 members 
Entering Unmasked Estep 
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Iteration 129Q: 33 clusters Score -1.119753e+08 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 3150 members 
Mstep: Class 3 contains 83162 members 
Mstep: Class 4 contains 3471 members 
Mstep: Class 5 contains 372263 members 
Mstep: Class 6 contains 4456 members 
Mstep: Class 7 contains 6271 members 
Mstep: Class 8 contains 6728 members 
Mstep: Class 9 contains 5230 members 
Mstep: Class 10 contains 28169 members 
Mstep: Class 11 contains 218827 members 
Mstep: Class 12 contains 49720 members 
Mstep: Class 13 contains 154410 members 
Mstep: Class 14 contains 125223 members 
Mstep: Class 15 contains 73116 members 
Mstep: Class 16 contains 89048 members 
Mstep: Class 17 contains 2135 members 
Mstep: Class 18 contains 27393 members 
Mstep: Class 19 contains 4543 members 
Mstep: Class 20 contains 8470 members 
Mstep: Class 21 contains 45463 members 
Mstep: Class 22 contains 28424 members 
Mstep: Class 23 contains 9037 members 
Mstep: Class 24 contains 7665 members 
Mstep: Class 25 contains 24266 members 
Mstep: Class 26 contains 16154 members 
Mstep: Class 27 contains 6079 members 
Mstep: Class 28 contains 7812 members 
Mstep: Class 29 contains 3697 members 
Mstep: Class 30 contains 9999 members 
Mstep: Class 31 contains 25630 members 
Mstep: Class 32 contains 3350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111975328.000000 Penalty: 112659.960938
Iteration 130Q: 33 clusters Score -1.119753e+08 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 3149 members 
Mstep: Class 3 contains 83213 members 
Mstep: Class 4 contains 3473 members 
Mstep: Class 5 contains 372465 members 
Mstep: Class 6 contains 4456 members 
Mstep: Class 7 contains 6269 members 
Mstep: Class 8 contains 6728 members 
Mstep: Class 9 contains 5230 members 
Mstep: Class 10 contains 28175 members 
Mstep: Class 11 contains 218829 members 
Mstep: Class 12 contains 49738 members 
Mstep: Class 13 contains 154410 members 
Mstep: Class 14 contains 124936 members 
Mstep: Class 15 contains 73120 members 
Mstep: Class 16 contains 89039 members 
Mstep: Class 17 contains 2134 members 
Mstep: Class 18 contains 27389 members 
Mstep: Class 19 contains 4543 members 
Mstep: Class 20 contains 8470 members 
Mstep: Class 21 contains 45466 members 
Mstep: Class 22 contains 28437 members 
Mstep: Class 23 contains 9036 members 
Mstep: Class 24 contains 7665 members 
Mstep: Class 25 contains 24273 members 
Mstep: Class 26 contains 16153 members 
Mstep: Class 27 contains 6079 members 
Mstep: Class 28 contains 7811 members 
Mstep: Class 29 contains 3697 members 
Mstep: Class 30 contains 9999 members 
Mstep: Class 31 contains 25627 members 
Mstep: Class 32 contains 3350 members 
Entering Unmasked Estep 
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Score: -111975408.000000 Penalty: 112659.960938
Iteration 131Q: 33 clusters Score -1.119754e+08 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 3148 members 
Mstep: Class 3 contains 83276 members 
Mstep: Class 4 contains 3473 members 
Mstep: Class 5 contains 372667 members 
Mstep: Class 6 contains 4455 members 
Mstep: Class 7 contains 6270 members 
Mstep: Class 8 contains 6728 members 
Mstep: Class 9 contains 5230 members 
Mstep: Class 10 contains 28181 members 
Mstep: Class 11 contains 218831 members 
Mstep: Class 12 contains 49753 members 
Mstep: Class 13 contains 154408 members 
Mstep: Class 14 contains 124617 members 
Mstep: Class 15 contains 73125 members 
Mstep: Class 16 contains 89035 members 
Mstep: Class 17 contains 2134 members 
Mstep: Class 18 contains 27388 members 
Mstep: Class 19 contains 4543 members 
Mstep: Class 20 contains 8470 members 
Mstep: Class 21 contains 45466 members 
Mstep: Class 22 contains 28458 members 
Mstep: Class 23 contains 9036 members 
Mstep: Class 24 contains 7665 members 
Mstep: Class 25 contains 24281 members 
Mstep: Class 26 contains 16153 members 
Mstep: Class 27 contains 6079 members 
Mstep: Class 28 contains 7811 members 
Mstep: Class 29 contains 3697 members 
Mstep: Class 30 contains 10000 members 
Mstep: Class 31 contains 25628 members 
Mstep: Class 32 contains 3350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111975520.000000 Penalty: 112659.960938
Iteration 132Q: 33 clusters Score -1.119755e+08 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 3148 members 
Mstep: Class 3 contains 83347 members 
Mstep: Class 4 contains 3474 members 
Mstep: Class 5 contains 372869 members 
Mstep: Class 6 contains 4455 members 
Mstep: Class 7 contains 6268 members 
Mstep: Class 8 contains 6728 members 
Mstep: Class 9 contains 5230 members 
Mstep: Class 10 contains 28184 members 
Mstep: Class 11 contains 218841 members 
Mstep: Class 12 contains 49768 members 
Mstep: Class 13 contains 154407 members 
Mstep: Class 14 contains 124304 members 
Mstep: Class 15 contains 73128 members 
Mstep: Class 16 contains 89028 members 
Mstep: Class 17 contains 2134 members 
Mstep: Class 18 contains 27386 members 
Mstep: Class 19 contains 4543 members 
Mstep: Class 20 contains 8470 members 
Mstep: Class 21 contains 45466 members 
Mstep: Class 22 contains 28475 members 
Mstep: Class 23 contains 9036 members 
Mstep: Class 24 contains 7666 members 
Mstep: Class 25 contains 24286 members 
Mstep: Class 26 contains 16153 members 
Mstep: Class 27 contains 6079 members 
Mstep: Class 28 contains 7811 members 
Mstep: Class 29 contains 3697 members 
Mstep: Class 30 contains 9999 members 
Mstep: Class 31 contains 25626 members 
Mstep: Class 32 contains 3350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111975400.000000 Penalty: 112659.960938
Iteration 133Q: 33 clusters Score -1.119754e+08 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 3148 members 
Mstep: Class 3 contains 83390 members 
Mstep: Class 4 contains 3474 members 
Mstep: Class 5 contains 373065 members 
Mstep: Class 6 contains 4455 members 
Mstep: Class 7 contains 6270 members 
Mstep: Class 8 contains 6727 members 
Mstep: Class 9 contains 5230 members 
Mstep: Class 10 contains 28194 members 
Mstep: Class 11 contains 218851 members 
Mstep: Class 12 contains 49785 members 
Mstep: Class 13 contains 154404 members 
Mstep: Class 14 contains 124011 members 
Mstep: Class 15 contains 73128 members 
Mstep: Class 16 contains 89027 members 
Mstep: Class 17 contains 2134 members 
Mstep: Class 18 contains 27382 members 
Mstep: Class 19 contains 4543 members 
Mstep: Class 20 contains 8470 members 
Mstep: Class 21 contains 45467 members 
Mstep: Class 22 contains 28488 members 
Mstep: Class 23 contains 9036 members 
Mstep: Class 24 contains 7666 members 
Mstep: Class 25 contains 24297 members 
Mstep: Class 26 contains 16151 members 
Mstep: Class 27 contains 6079 members 
Mstep: Class 28 contains 7812 members 
Mstep: Class 29 contains 3697 members 
Mstep: Class 30 contains 9999 members 
Mstep: Class 31 contains 25626 members 
Mstep: Class 32 contains 3350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111975392.000000 Penalty: 112659.960938
Iteration 134Q: 33 clusters Score -1.119754e+08 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 3148 members 
Mstep: Class 3 contains 83446 members 
Mstep: Class 4 contains 3476 members 
Mstep: Class 5 contains 373257 members 
Mstep: Class 6 contains 4454 members 
Mstep: Class 7 contains 6270 members 
Mstep: Class 8 contains 6726 members 
Mstep: Class 9 contains 5230 members 
Mstep: Class 10 contains 28204 members 
Mstep: Class 11 contains 218862 members 
Mstep: Class 12 contains 49800 members 
Mstep: Class 13 contains 154404 members 
Mstep: Class 14 contains 123707 members 
Mstep: Class 15 contains 73135 members 
Mstep: Class 16 contains 89025 members 
Mstep: Class 17 contains 2134 members 
Mstep: Class 18 contains 27383 members 
Mstep: Class 19 contains 4543 members 
Mstep: Class 20 contains 8470 members 
Mstep: Class 21 contains 45467 members 
Mstep: Class 22 contains 28494 members 
Mstep: Class 23 contains 9036 members 
Mstep: Class 24 contains 7671 members 
Mstep: Class 25 contains 24300 members 
Mstep: Class 26 contains 16150 members 
Mstep: Class 27 contains 6079 members 
Mstep: Class 28 contains 7811 members 
Mstep: Class 29 contains 3697 members 
Mstep: Class 30 contains 10001 members 
Mstep: Class 31 contains 25625 members 
Mstep: Class 32 contains 3350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111975568.000000 Penalty: 112659.960938
Iteration 135Q: 33 clusters Score -1.119756e+08 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 3148 members 
Mstep: Class 3 contains 83500 members 
Mstep: Class 4 contains 3476 members 
Mstep: Class 5 contains 373437 members 
Mstep: Class 6 contains 4454 members 
Mstep: Class 7 contains 6270 members 
Mstep: Class 8 contains 6723 members 
Mstep: Class 9 contains 5230 members 
Mstep: Class 10 contains 28217 members 
Mstep: Class 11 contains 218887 members 
Mstep: Class 12 contains 49811 members 
Mstep: Class 13 contains 154402 members 
Mstep: Class 14 contains 123395 members 
Mstep: Class 15 contains 73134 members 
Mstep: Class 16 contains 89038 members 
Mstep: Class 17 contains 2134 members 
Mstep: Class 18 contains 27380 members 
Mstep: Class 19 contains 4543 members 
Mstep: Class 20 contains 8471 members 
Mstep: Class 21 contains 45463 members 
Mstep: Class 22 contains 28506 members 
Mstep: Class 23 contains 9036 members 
Mstep: Class 24 contains 7671 members 
Mstep: Class 25 contains 24313 members 
Mstep: Class 26 contains 16149 members 
Mstep: Class 27 contains 6079 members 
Mstep: Class 28 contains 7811 members 
Mstep: Class 29 contains 3696 members 
Mstep: Class 30 contains 10006 members 
Mstep: Class 31 contains 25625 members 
Mstep: Class 32 contains 3350 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 136Q: 33 clusters Score -1.119755e+08 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 3148 members 
Mstep: Class 3 contains 83561 members 
Mstep: Class 4 contains 3477 members 
Mstep: Class 5 contains 373618 members 
Mstep: Class 6 contains 4454 members 
Mstep: Class 7 contains 6266 members 
Mstep: Class 8 contains 6726 members 
Mstep: Class 9 contains 5230 members 
Mstep: Class 10 contains 28224 members 
Mstep: Class 11 contains 218900 members 
Mstep: Class 12 contains 49826 members 
Mstep: Class 13 contains 154401 members 
Mstep: Class 14 contains 123084 members 
Mstep: Class 15 contains 73128 members 
Mstep: Class 16 contains 89042 members 
Mstep: Class 17 contains 2134 members 
Mstep: Class 18 contains 27384 members 
Mstep: Class 19 contains 4543 members 
Mstep: Class 20 contains 8471 members 
Mstep: Class 21 contains 45462 members 
Mstep: Class 22 contains 28531 members 
Mstep: Class 23 contains 9037 members 
Mstep: Class 24 contains 7674 members 
Mstep: Class 25 contains 24319 members 
Mstep: Class 26 contains 16146 members 
Mstep: Class 27 contains 6079 members 
Mstep: Class 28 contains 7811 members 
Mstep: Class 29 contains 3696 members 
Mstep: Class 30 contains 10006 members 
Mstep: Class 31 contains 25627 members 
Mstep: Class 32 contains 3350 members 
Entering Unmasked Estep 
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Iteration 137Q: 33 clusters Score -1.119755e+08 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 3148 members 
Mstep: Class 3 contains 83623 members 
Mstep: Class 4 contains 3478 members 
Mstep: Class 5 contains 373792 members 
Mstep: Class 6 contains 4453 members 
Mstep: Class 7 contains 6263 members 
Mstep: Class 8 contains 6726 members 
Mstep: Class 9 contains 5230 members 
Mstep: Class 10 contains 28232 members 
Mstep: Class 11 contains 218908 members 
Mstep: Class 12 contains 49845 members 
Mstep: Class 13 contains 154404 members 
Mstep: Class 14 contains 122774 members 
Mstep: Class 15 contains 73134 members 
Mstep: Class 16 contains 89051 members 
Mstep: Class 17 contains 2134 members 
Mstep: Class 18 contains 27384 members 
Mstep: Class 19 contains 4543 members 
Mstep: Class 20 contains 8471 members 
Mstep: Class 21 contains 45462 members 
Mstep: Class 22 contains 28556 members 
Mstep: Class 23 contains 9037 members 
Mstep: Class 24 contains 7675 members 
Mstep: Class 25 contains 24324 members 
Mstep: Class 26 contains 16142 members 
Mstep: Class 27 contains 6079 members 
Mstep: Class 28 contains 7811 members 
Mstep: Class 29 contains 3695 members 
Mstep: Class 30 contains 10008 members 
Mstep: Class 31 contains 25622 members 
Mstep: Class 32 contains 3350 members 
Entering Unmasked Estep 
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Score: -111975592.000000 Penalty: 112659.960938
Iteration 138Q: 33 clusters Score -1.119756e+08 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 3147 members 
Mstep: Class 3 contains 83685 members 
Mstep: Class 4 contains 3479 members 
Mstep: Class 5 contains 373965 members 
Mstep: Class 6 contains 4452 members 
Mstep: Class 7 contains 6259 members 
Mstep: Class 8 contains 6728 members 
Mstep: Class 9 contains 5230 members 
Mstep: Class 10 contains 28245 members 
Mstep: Class 11 contains 218925 members 
Mstep: Class 12 contains 49863 members 
Mstep: Class 13 contains 154407 members 
Mstep: Class 14 contains 122464 members 
Mstep: Class 15 contains 73135 members 
Mstep: Class 16 contains 89046 members 
Mstep: Class 17 contains 2134 members 
Mstep: Class 18 contains 27384 members 
Mstep: Class 19 contains 4543 members 
Mstep: Class 20 contains 8471 members 
Mstep: Class 21 contains 45460 members 
Mstep: Class 22 contains 28585 members 
Mstep: Class 23 contains 9037 members 
Mstep: Class 24 contains 7675 members 
Mstep: Class 25 contains 24325 members 
Mstep: Class 26 contains 16144 members 
Mstep: Class 27 contains 6079 members 
Mstep: Class 28 contains 7811 members 
Mstep: Class 29 contains 3695 members 
Mstep: Class 30 contains 10009 members 
Mstep: Class 31 contains 25622 members 
Mstep: Class 32 contains 3350 members 
Entering Unmasked Estep 
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Score: -111975624.000000 Penalty: 112659.960938
Iteration 139Q: 33 clusters Score -1.119756e+08 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 3147 members 
Mstep: Class 3 contains 83754 members 
Mstep: Class 4 contains 3479 members 
Mstep: Class 5 contains 374125 members 
Mstep: Class 6 contains 4451 members 
Mstep: Class 7 contains 6257 members 
Mstep: Class 8 contains 6729 members 
Mstep: Class 9 contains 5230 members 
Mstep: Class 10 contains 28250 members 
Mstep: Class 11 contains 218947 members 
Mstep: Class 12 contains 49880 members 
Mstep: Class 13 contains 154409 members 
Mstep: Class 14 contains 122169 members 
Mstep: Class 15 contains 73134 members 
Mstep: Class 16 contains 89043 members 
Mstep: Class 17 contains 2135 members 
Mstep: Class 18 contains 27385 members 
Mstep: Class 19 contains 4543 members 
Mstep: Class 20 contains 8471 members 
Mstep: Class 21 contains 45464 members 
Mstep: Class 22 contains 28596 members 
Mstep: Class 23 contains 9037 members 
Mstep: Class 24 contains 7675 members 
Mstep: Class 25 contains 24327 members 
Mstep: Class 26 contains 16146 members 
Mstep: Class 27 contains 6079 members 
Mstep: Class 28 contains 7811 members 
Mstep: Class 29 contains 3695 members 
Mstep: Class 30 contains 10015 members 
Mstep: Class 31 contains 25621 members 
Mstep: Class 32 contains 3350 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 140F: 33 clusters Score -1.119757e+08 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 3147 members 
Mstep: Class 3 contains 83809 members 
Mstep: Class 4 contains 3479 members 
Mstep: Class 5 contains 374313 members 
Mstep: Class 6 contains 4451 members 
Mstep: Class 7 contains 6255 members 
Mstep: Class 8 contains 6732 members 
Mstep: Class 9 contains 5230 members 
Mstep: Class 10 contains 28253 members 
Mstep: Class 11 contains 218983 members 
Mstep: Class 12 contains 49895 members 
Mstep: Class 13 contains 154409 members 
Mstep: Class 14 contains 121856 members 
Mstep: Class 15 contains 73138 members 
Mstep: Class 16 contains 89050 members 
Mstep: Class 17 contains 2135 members 
Mstep: Class 18 contains 27386 members 
Mstep: Class 19 contains 4543 members 
Mstep: Class 20 contains 8471 members 
Mstep: Class 21 contains 45464 members 
Mstep: Class 22 contains 28603 members 
Mstep: Class 23 contains 9037 members 
Mstep: Class 24 contains 7675 members 
Mstep: Class 25 contains 24324 members 
Mstep: Class 26 contains 16146 members 
Mstep: Class 27 contains 6079 members 
Mstep: Class 28 contains 7811 members 
Mstep: Class 29 contains 3696 members 
Mstep: Class 30 contains 10018 members 
Mstep: Class 31 contains 25616 members 
Mstep: Class 32 contains 3350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111975536.000000 Penalty: 112659.960938
Iteration 141Q: 33 clusters Score -1.119755e+08 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 3147 members 
Mstep: Class 3 contains 83863 members 
Mstep: Class 4 contains 3479 members 
Mstep: Class 5 contains 374488 members 
Mstep: Class 6 contains 4452 members 
Mstep: Class 7 contains 6253 members 
Mstep: Class 8 contains 6733 members 
Mstep: Class 9 contains 5230 members 
Mstep: Class 10 contains 28259 members 
Mstep: Class 11 contains 219025 members 
Mstep: Class 12 contains 49909 members 
Mstep: Class 13 contains 154408 members 
Mstep: Class 14 contains 121569 members 
Mstep: Class 15 contains 73136 members 
Mstep: Class 16 contains 89052 members 
Mstep: Class 17 contains 2135 members 
Mstep: Class 18 contains 27384 members 
Mstep: Class 19 contains 4543 members 
Mstep: Class 20 contains 8471 members 
Mstep: Class 21 contains 45465 members 
Mstep: Class 22 contains 28610 members 
Mstep: Class 23 contains 9037 members 
Mstep: Class 24 contains 7674 members 
Mstep: Class 25 contains 24320 members 
Mstep: Class 26 contains 16146 members 
Mstep: Class 27 contains 6079 members 
Mstep: Class 28 contains 7811 members 
Mstep: Class 29 contains 3696 members 
Mstep: Class 30 contains 10018 members 
Mstep: Class 31 contains 25612 members 
Mstep: Class 32 contains 3350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111975560.000000 Penalty: 112659.960938
Iteration 142Q: 33 clusters Score -1.119756e+08 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 3147 members 
Mstep: Class 3 contains 83909 members 
Mstep: Class 4 contains 3480 members 
Mstep: Class 5 contains 374672 members 
Mstep: Class 6 contains 4451 members 
Mstep: Class 7 contains 6251 members 
Mstep: Class 8 contains 6733 members 
Mstep: Class 9 contains 5230 members 
Mstep: Class 10 contains 28262 members 
Mstep: Class 11 contains 219058 members 
Mstep: Class 12 contains 49927 members 
Mstep: Class 13 contains 154407 members 
Mstep: Class 14 contains 121272 members 
Mstep: Class 15 contains 73142 members 
Mstep: Class 16 contains 89064 members 
Mstep: Class 17 contains 2135 members 
Mstep: Class 18 contains 27384 members 
Mstep: Class 19 contains 4543 members 
Mstep: Class 20 contains 8471 members 
Mstep: Class 21 contains 45465 members 
Mstep: Class 22 contains 28616 members 
Mstep: Class 23 contains 9037 members 
Mstep: Class 24 contains 7673 members 
Mstep: Class 25 contains 24318 members 
Mstep: Class 26 contains 16143 members 
Mstep: Class 27 contains 6079 members 
Mstep: Class 28 contains 7812 members 
Mstep: Class 29 contains 3695 members 
Mstep: Class 30 contains 10017 members 
Mstep: Class 31 contains 25610 members 
Mstep: Class 32 contains 3350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111975600.000000 Penalty: 112659.960938
Iteration 143Q: 33 clusters Score -1.119756e+08 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 3147 members 
Mstep: Class 3 contains 83961 members 
Mstep: Class 4 contains 3480 members 
Mstep: Class 5 contains 374881 members 
Mstep: Class 6 contains 4450 members 
Mstep: Class 7 contains 6250 members 
Mstep: Class 8 contains 6735 members 
Mstep: Class 9 contains 5230 members 
Mstep: Class 10 contains 28260 members 
Mstep: Class 11 contains 219081 members 
Mstep: Class 12 contains 49941 members 
Mstep: Class 13 contains 154407 members 
Mstep: Class 14 contains 120941 members 
Mstep: Class 15 contains 73142 members 
Mstep: Class 16 contains 89076 members 
Mstep: Class 17 contains 2135 members 
Mstep: Class 18 contains 27387 members 
Mstep: Class 19 contains 4543 members 
Mstep: Class 20 contains 8471 members 
Mstep: Class 21 contains 45465 members 
Mstep: Class 22 contains 28633 members 
Mstep: Class 23 contains 9037 members 
Mstep: Class 24 contains 7673 members 
Mstep: Class 25 contains 24325 members 
Mstep: Class 26 contains 16140 members 
Mstep: Class 27 contains 6079 members 
Mstep: Class 28 contains 7812 members 
Mstep: Class 29 contains 3693 members 
Mstep: Class 30 contains 10014 members 
Mstep: Class 31 contains 25613 members 
Mstep: Class 32 contains 3350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111975744.000000 Penalty: 112659.960938
Iteration 144Q: 33 clusters Score -1.119757e+08 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 3147 members 
Mstep: Class 3 contains 83998 members 
Mstep: Class 4 contains 3480 members 
Mstep: Class 5 contains 375106 members 
Mstep: Class 6 contains 4450 members 
Mstep: Class 7 contains 6247 members 
Mstep: Class 8 contains 6740 members 
Mstep: Class 9 contains 5230 members 
Mstep: Class 10 contains 28266 members 
Mstep: Class 11 contains 219102 members 
Mstep: Class 12 contains 49958 members 
Mstep: Class 13 contains 154404 members 
Mstep: Class 14 contains 120614 members 
Mstep: Class 15 contains 73148 members 
Mstep: Class 16 contains 89079 members 
Mstep: Class 17 contains 2135 members 
Mstep: Class 18 contains 27387 members 
Mstep: Class 19 contains 4544 members 
Mstep: Class 20 contains 8471 members 
Mstep: Class 21 contains 45465 members 
Mstep: Class 22 contains 28644 members 
Mstep: Class 23 contains 9036 members 
Mstep: Class 24 contains 7673 members 
Mstep: Class 25 contains 24328 members 
Mstep: Class 26 contains 16136 members 
Mstep: Class 27 contains 6079 members 
Mstep: Class 28 contains 7812 members 
Mstep: Class 29 contains 3692 members 
Mstep: Class 30 contains 10018 members 
Mstep: Class 31 contains 25612 members 
Mstep: Class 32 contains 3350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111975568.000000 Penalty: 112659.960938
Iteration 145Q: 33 clusters Score -1.119756e+08 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 3146 members 
Mstep: Class 3 contains 84033 members 
Mstep: Class 4 contains 3480 members 
Mstep: Class 5 contains 375305 members 
Mstep: Class 6 contains 4451 members 
Mstep: Class 7 contains 6249 members 
Mstep: Class 8 contains 6740 members 
Mstep: Class 9 contains 5230 members 
Mstep: Class 10 contains 28270 members 
Mstep: Class 11 contains 219117 members 
Mstep: Class 12 contains 49978 members 
Mstep: Class 13 contains 154401 members 
Mstep: Class 14 contains 120306 members 
Mstep: Class 15 contains 73151 members 
Mstep: Class 16 contains 89088 members 
Mstep: Class 17 contains 2135 members 
Mstep: Class 18 contains 27388 members 
Mstep: Class 19 contains 4545 members 
Mstep: Class 20 contains 8471 members 
Mstep: Class 21 contains 45468 members 
Mstep: Class 22 contains 28662 members 
Mstep: Class 23 contains 9037 members 
Mstep: Class 24 contains 7675 members 
Mstep: Class 25 contains 24331 members 
Mstep: Class 26 contains 16132 members 
Mstep: Class 27 contains 6079 members 
Mstep: Class 28 contains 7812 members 
Mstep: Class 29 contains 3691 members 
Mstep: Class 30 contains 10018 members 
Mstep: Class 31 contains 25613 members 
Mstep: Class 32 contains 3350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111975688.000000 Penalty: 112659.960938
Iteration 146Q: 33 clusters Score -1.119757e+08 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 3145 members 
Mstep: Class 3 contains 84084 members 
Mstep: Class 4 contains 3481 members 
Mstep: Class 5 contains 375491 members 
Mstep: Class 6 contains 4449 members 
Mstep: Class 7 contains 6247 members 
Mstep: Class 8 contains 6742 members 
Mstep: Class 9 contains 5230 members 
Mstep: Class 10 contains 28276 members 
Mstep: Class 11 contains 219137 members 
Mstep: Class 12 contains 49991 members 
Mstep: Class 13 contains 154400 members 
Mstep: Class 14 contains 120005 members 
Mstep: Class 15 contains 73155 members 
Mstep: Class 16 contains 89099 members 
Mstep: Class 17 contains 2135 members 
Mstep: Class 18 contains 27390 members 
Mstep: Class 19 contains 4547 members 
Mstep: Class 20 contains 8471 members 
Mstep: Class 21 contains 45465 members 
Mstep: Class 22 contains 28677 members 
Mstep: Class 23 contains 9039 members 
Mstep: Class 24 contains 7676 members 
Mstep: Class 25 contains 24333 members 
Mstep: Class 26 contains 16128 members 
Mstep: Class 27 contains 6079 members 
Mstep: Class 28 contains 7812 members 
Mstep: Class 29 contains 3689 members 
Mstep: Class 30 contains 10017 members 
Mstep: Class 31 contains 25612 members 
Mstep: Class 32 contains 3350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111975808.000000 Penalty: 112659.960938
Iteration 147Q: 33 clusters Score -1.119758e+08 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 3144 members 
Mstep: Class 3 contains 84112 members 
Mstep: Class 4 contains 3481 members 
Mstep: Class 5 contains 375656 members 
Mstep: Class 6 contains 4448 members 
Mstep: Class 7 contains 6243 members 
Mstep: Class 8 contains 6743 members 
Mstep: Class 9 contains 5230 members 
Mstep: Class 10 contains 28280 members 
Mstep: Class 11 contains 219158 members 
Mstep: Class 12 contains 50009 members 
Mstep: Class 13 contains 154399 members 
Mstep: Class 14 contains 119754 members 
Mstep: Class 15 contains 73157 members 
Mstep: Class 16 contains 89102 members 
Mstep: Class 17 contains 2135 members 
Mstep: Class 18 contains 27393 members 
Mstep: Class 19 contains 4550 members 
Mstep: Class 20 contains 8471 members 
Mstep: Class 21 contains 45465 members 
Mstep: Class 22 contains 28683 members 
Mstep: Class 23 contains 9039 members 
Mstep: Class 24 contains 7675 members 
Mstep: Class 25 contains 24335 members 
Mstep: Class 26 contains 16126 members 
Mstep: Class 27 contains 6079 members 
Mstep: Class 28 contains 7812 members 
Mstep: Class 29 contains 3688 members 
Mstep: Class 30 contains 10021 members 
Mstep: Class 31 contains 25614 members 
Mstep: Class 32 contains 3350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111975904.000000 Penalty: 112659.960938
Iteration 148Q: 33 clusters Score -1.119759e+08 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 3144 members 
Mstep: Class 3 contains 84144 members 
Mstep: Class 4 contains 3482 members 
Mstep: Class 5 contains 375855 members 
Mstep: Class 6 contains 4449 members 
Mstep: Class 7 contains 6241 members 
Mstep: Class 8 contains 6744 members 
Mstep: Class 9 contains 5230 members 
Mstep: Class 10 contains 28280 members 
Mstep: Class 11 contains 219181 members 
Mstep: Class 12 contains 50024 members 
Mstep: Class 13 contains 154398 members 
Mstep: Class 14 contains 119465 members 
Mstep: Class 15 contains 73158 members 
Mstep: Class 16 contains 89101 members 
Mstep: Class 17 contains 2135 members 
Mstep: Class 18 contains 27401 members 
Mstep: Class 19 contains 4552 members 
Mstep: Class 20 contains 8471 members 
Mstep: Class 21 contains 45465 members 
Mstep: Class 22 contains 28700 members 
Mstep: Class 23 contains 9039 members 
Mstep: Class 24 contains 7675 members 
Mstep: Class 25 contains 24334 members 
Mstep: Class 26 contains 16123 members 
Mstep: Class 27 contains 6079 members 
Mstep: Class 28 contains 7812 members 
Mstep: Class 29 contains 3683 members 
Mstep: Class 30 contains 10025 members 
Mstep: Class 31 contains 25612 members 
Mstep: Class 32 contains 3350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111975952.000000 Penalty: 112659.960938
Iteration 149Q: 33 clusters Score -1.11976e+08 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 3144 members 
Mstep: Class 3 contains 84158 members 
Mstep: Class 4 contains 3482 members 
Mstep: Class 5 contains 376051 members 
Mstep: Class 6 contains 4449 members 
Mstep: Class 7 contains 6238 members 
Mstep: Class 8 contains 6745 members 
Mstep: Class 9 contains 5230 members 
Mstep: Class 10 contains 28288 members 
Mstep: Class 11 contains 219197 members 
Mstep: Class 12 contains 50039 members 
Mstep: Class 13 contains 154396 members 
Mstep: Class 14 contains 119207 members 
Mstep: Class 15 contains 73162 members 
Mstep: Class 16 contains 89100 members 
Mstep: Class 17 contains 2135 members 
Mstep: Class 18 contains 27404 members 
Mstep: Class 19 contains 4554 members 
Mstep: Class 20 contains 8471 members 
Mstep: Class 21 contains 45462 members 
Mstep: Class 22 contains 28713 members 
Mstep: Class 23 contains 9039 members 
Mstep: Class 24 contains 7675 members 
Mstep: Class 25 contains 24338 members 
Mstep: Class 26 contains 16118 members 
Mstep: Class 27 contains 6079 members 
Mstep: Class 28 contains 7811 members 
Mstep: Class 29 contains 3682 members 
Mstep: Class 30 contains 10031 members 
Mstep: Class 31 contains 25604 members 
Mstep: Class 32 contains 3350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111976056.000000 Penalty: 112659.960938
Iteration 150Q: 33 clusters Score -1.119761e+08 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 3144 members 
Mstep: Class 3 contains 84169 members 
Mstep: Class 4 contains 3482 members 
Mstep: Class 5 contains 376232 members 
Mstep: Class 6 contains 4449 members 
Mstep: Class 7 contains 6236 members 
Mstep: Class 8 contains 6744 members 
Mstep: Class 9 contains 5230 members 
Mstep: Class 10 contains 28291 members 
Mstep: Class 11 contains 219211 members 
Mstep: Class 12 contains 50053 members 
Mstep: Class 13 contains 154394 members 
Mstep: Class 14 contains 118981 members 
Mstep: Class 15 contains 73166 members 
Mstep: Class 16 contains 89103 members 
Mstep: Class 17 contains 2134 members 
Mstep: Class 18 contains 27409 members 
Mstep: Class 19 contains 4556 members 
Mstep: Class 20 contains 8471 members 
Mstep: Class 21 contains 45461 members 
Mstep: Class 22 contains 28722 members 
Mstep: Class 23 contains 9039 members 
Mstep: Class 24 contains 7674 members 
Mstep: Class 25 contains 24333 members 
Mstep: Class 26 contains 16114 members 
Mstep: Class 27 contains 6079 members 
Mstep: Class 28 contains 7811 members 
Mstep: Class 29 contains 3680 members 
Mstep: Class 30 contains 10036 members 
Mstep: Class 31 contains 25598 members 
Mstep: Class 32 contains 3350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111975936.000000 Penalty: 112659.960938
Iteration 151Q: 33 clusters Score -1.119759e+08 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 3144 members 
Mstep: Class 3 contains 84184 members 
Mstep: Class 4 contains 3482 members 
Mstep: Class 5 contains 376412 members 
Mstep: Class 6 contains 4451 members 
Mstep: Class 7 contains 6228 members 
Mstep: Class 8 contains 6745 members 
Mstep: Class 9 contains 5230 members 
Mstep: Class 10 contains 28294 members 
Mstep: Class 11 contains 219228 members 
Mstep: Class 12 contains 50068 members 
Mstep: Class 13 contains 154395 members 
Mstep: Class 14 contains 118762 members 
Mstep: Class 15 contains 73170 members 
Mstep: Class 16 contains 89094 members 
Mstep: Class 17 contains 2134 members 
Mstep: Class 18 contains 27412 members 
Mstep: Class 19 contains 4556 members 
Mstep: Class 20 contains 8471 members 
Mstep: Class 21 contains 45459 members 
Mstep: Class 22 contains 28719 members 
Mstep: Class 23 contains 9039 members 
Mstep: Class 24 contains 7676 members 
Mstep: Class 25 contains 24331 members 
Mstep: Class 26 contains 16108 members 
Mstep: Class 27 contains 6079 members 
Mstep: Class 28 contains 7811 members 
Mstep: Class 29 contains 3680 members 
Mstep: Class 30 contains 10041 members 
Mstep: Class 31 contains 25599 members 
Mstep: Class 32 contains 3350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111975952.000000 Penalty: 112659.960938
Iteration 152Q: 33 clusters Score -1.11976e+08 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 3144 members 
Mstep: Class 3 contains 84189 members 
Mstep: Class 4 contains 3482 members 
Mstep: Class 5 contains 376599 members 
Mstep: Class 6 contains 4451 members 
Mstep: Class 7 contains 6227 members 
Mstep: Class 8 contains 6742 members 
Mstep: Class 9 contains 5230 members 
Mstep: Class 10 contains 28290 members 
Mstep: Class 11 contains 219252 members 
Mstep: Class 12 contains 50089 members 
Mstep: Class 13 contains 154394 members 
Mstep: Class 14 contains 118533 members 
Mstep: Class 15 contains 73178 members 
Mstep: Class 16 contains 89080 members 
Mstep: Class 17 contains 2134 members 
Mstep: Class 18 contains 27420 members 
Mstep: Class 19 contains 4556 members 
Mstep: Class 20 contains 8471 members 
Mstep: Class 21 contains 45459 members 
Mstep: Class 22 contains 28715 members 
Mstep: Class 23 contains 9039 members 
Mstep: Class 24 contains 7676 members 
Mstep: Class 25 contains 24333 members 
Mstep: Class 26 contains 16108 members 
Mstep: Class 27 contains 6079 members 
Mstep: Class 28 contains 7811 members 
Mstep: Class 29 contains 3679 members 
Mstep: Class 30 contains 10041 members 
Mstep: Class 31 contains 25600 members 
Mstep: Class 32 contains 3350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111975920.000000 Penalty: 112659.960938
Iteration 153Q: 33 clusters Score -1.119759e+08 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 3144 members 
Mstep: Class 3 contains 84187 members 
Mstep: Class 4 contains 3482 members 
Mstep: Class 5 contains 376764 members 
Mstep: Class 6 contains 4451 members 
Mstep: Class 7 contains 6226 members 
Mstep: Class 8 contains 6741 members 
Mstep: Class 9 contains 5230 members 
Mstep: Class 10 contains 28290 members 
Mstep: Class 11 contains 219276 members 
Mstep: Class 12 contains 50111 members 
Mstep: Class 13 contains 154393 members 
Mstep: Class 14 contains 118324 members 
Mstep: Class 15 contains 73183 members 
Mstep: Class 16 contains 89076 members 
Mstep: Class 17 contains 2134 members 
Mstep: Class 18 contains 27423 members 
Mstep: Class 19 contains 4556 members 
Mstep: Class 20 contains 8471 members 
Mstep: Class 21 contains 45461 members 
Mstep: Class 22 contains 28718 members 
Mstep: Class 23 contains 9039 members 
Mstep: Class 24 contains 7676 members 
Mstep: Class 25 contains 24335 members 
Mstep: Class 26 contains 16105 members 
Mstep: Class 27 contains 6079 members 
Mstep: Class 28 contains 7811 members 
Mstep: Class 29 contains 3678 members 
Mstep: Class 30 contains 10041 members 
Mstep: Class 31 contains 25596 members 
Mstep: Class 32 contains 3350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111976136.000000 Penalty: 112659.960938
Iteration 154Q: 33 clusters Score -1.119761e+08 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 3144 members 
Mstep: Class 3 contains 84178 members 
Mstep: Class 4 contains 3482 members 
Mstep: Class 5 contains 376928 members 
Mstep: Class 6 contains 4451 members 
Mstep: Class 7 contains 6224 members 
Mstep: Class 8 contains 6740 members 
Mstep: Class 9 contains 5230 members 
Mstep: Class 10 contains 28291 members 
Mstep: Class 11 contains 219289 members 
Mstep: Class 12 contains 50133 members 
Mstep: Class 13 contains 154393 members 
Mstep: Class 14 contains 118128 members 
Mstep: Class 15 contains 73186 members 
Mstep: Class 16 contains 89082 members 
Mstep: Class 17 contains 2134 members 
Mstep: Class 18 contains 27428 members 
Mstep: Class 19 contains 4556 members 
Mstep: Class 20 contains 8471 members 
Mstep: Class 21 contains 45460 members 
Mstep: Class 22 contains 28721 members 
Mstep: Class 23 contains 9039 members 
Mstep: Class 24 contains 7676 members 
Mstep: Class 25 contains 24340 members 
Mstep: Class 26 contains 16099 members 
Mstep: Class 27 contains 6079 members 
Mstep: Class 28 contains 7811 members 
Mstep: Class 29 contains 3677 members 
Mstep: Class 30 contains 10041 members 
Mstep: Class 31 contains 25591 members 
Mstep: Class 32 contains 3350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111976160.000000 Penalty: 112659.960938
Iteration 155Q: 33 clusters Score -1.119762e+08 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 3144 members 
Mstep: Class 3 contains 84187 members 
Mstep: Class 4 contains 3482 members 
Mstep: Class 5 contains 377078 members 
Mstep: Class 6 contains 4450 members 
Mstep: Class 7 contains 6222 members 
Mstep: Class 8 contains 6739 members 
Mstep: Class 9 contains 5230 members 
Mstep: Class 10 contains 28288 members 
Mstep: Class 11 contains 219299 members 
Mstep: Class 12 contains 50150 members 
Mstep: Class 13 contains 154392 members 
Mstep: Class 14 contains 117934 members 
Mstep: Class 15 contains 73191 members 
Mstep: Class 16 contains 89085 members 
Mstep: Class 17 contains 2134 members 
Mstep: Class 18 contains 27433 members 
Mstep: Class 19 contains 4557 members 
Mstep: Class 20 contains 8471 members 
Mstep: Class 21 contains 45462 members 
Mstep: Class 22 contains 28721 members 
Mstep: Class 23 contains 9039 members 
Mstep: Class 24 contains 7675 members 
Mstep: Class 25 contains 24344 members 
Mstep: Class 26 contains 16097 members 
Mstep: Class 27 contains 6079 members 
Mstep: Class 28 contains 7812 members 
Mstep: Class 29 contains 3676 members 
Mstep: Class 30 contains 10041 members 
Mstep: Class 31 contains 25589 members 
Mstep: Class 32 contains 3350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111976032.000000 Penalty: 112659.960938
Iteration 156Q: 33 clusters Score -1.11976e+08 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 3144 members 
Mstep: Class 3 contains 84183 members 
Mstep: Class 4 contains 3483 members 
Mstep: Class 5 contains 377225 members 
Mstep: Class 6 contains 4450 members 
Mstep: Class 7 contains 6220 members 
Mstep: Class 8 contains 6739 members 
Mstep: Class 9 contains 5230 members 
Mstep: Class 10 contains 28289 members 
Mstep: Class 11 contains 219306 members 
Mstep: Class 12 contains 50165 members 
Mstep: Class 13 contains 154390 members 
Mstep: Class 14 contains 117760 members 
Mstep: Class 15 contains 73196 members 
Mstep: Class 16 contains 89089 members 
Mstep: Class 17 contains 2134 members 
Mstep: Class 18 contains 27439 members 
Mstep: Class 19 contains 4558 members 
Mstep: Class 20 contains 8471 members 
Mstep: Class 21 contains 45464 members 
Mstep: Class 22 contains 28722 members 
Mstep: Class 23 contains 9039 members 
Mstep: Class 24 contains 7674 members 
Mstep: Class 25 contains 24341 members 
Mstep: Class 26 contains 16095 members 
Mstep: Class 27 contains 6079 members 
Mstep: Class 28 contains 7812 members 
Mstep: Class 29 contains 3675 members 
Mstep: Class 30 contains 10042 members 
Mstep: Class 31 contains 25587 members 
Mstep: Class 32 contains 3350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111975984.000000 Penalty: 112659.960938
Iteration 157Q: 33 clusters Score -1.11976e+08 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 3143 members 
Mstep: Class 3 contains 84197 members 
Mstep: Class 4 contains 3484 members 
Mstep: Class 5 contains 377346 members 
Mstep: Class 6 contains 4450 members 
Mstep: Class 7 contains 6221 members 
Mstep: Class 8 contains 6739 members 
Mstep: Class 9 contains 5230 members 
Mstep: Class 10 contains 28296 members 
Mstep: Class 11 contains 219311 members 
Mstep: Class 12 contains 50185 members 
Mstep: Class 13 contains 154388 members 
Mstep: Class 14 contains 117587 members 
Mstep: Class 15 contains 73202 members 
Mstep: Class 16 contains 89083 members 
Mstep: Class 17 contains 2134 members 
Mstep: Class 18 contains 27445 members 
Mstep: Class 19 contains 4560 members 
Mstep: Class 20 contains 8471 members 
Mstep: Class 21 contains 45466 members 
Mstep: Class 22 contains 28725 members 
Mstep: Class 23 contains 9039 members 
Mstep: Class 24 contains 7674 members 
Mstep: Class 25 contains 24342 members 
Mstep: Class 26 contains 16093 members 
Mstep: Class 27 contains 6079 members 
Mstep: Class 28 contains 7812 members 
Mstep: Class 29 contains 3673 members 
Mstep: Class 30 contains 10042 members 
Mstep: Class 31 contains 25584 members 
Mstep: Class 32 contains 3350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111975808.000000 Penalty: 112659.960938
Iteration 158Q: 33 clusters Score -1.119758e+08 nChanged 300
Entering ConstructFrom: 
Score: -111975808.000000 Penalty: 112659.960938
Entering ConstructFrom: 
Trying to split cluster 1 (9728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Entering Unmasked Estep 
Score: -731626.812500 Penalty: 2277.325439
	Iteration 0F: 2 clusters Score -731626.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -724210.312500 Penalty: 4554.650879
	Iteration 0F: 3 clusters Score -724210.3 nChanged 4026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -726592.062500 Penalty: 4554.650879
	Iteration 1F: 3 clusters Score -726592.1 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -727247.000000 Penalty: 4554.650879
	Iteration 2F: 3 clusters Score -727247 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -727995.000000 Penalty: 4554.650879
	Iteration 3F: 3 clusters Score -727995 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -728700.250000 Penalty: 4554.650879
	Iteration 4F: 3 clusters Score -728700.2 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -729252.625000 Penalty: 4554.650879
	Iteration 5F: 3 clusters Score -729252.6 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -729633.375000 Penalty: 4554.650879
	Iteration 6F: 3 clusters Score -729633.4 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -729961.375000 Penalty: 4554.650879
	Iteration 7Q: 3 clusters Score -729961.4 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -730255.875000 Penalty: 4554.650879
	Iteration 8Q: 3 clusters Score -730255.9 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -730541.125000 Penalty: 4554.650879
	Iteration 9Q: 3 clusters Score -730541.1 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -730844.250000 Penalty: 4554.650879
	Iteration 10Q: 3 clusters Score -730844.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -731078.187500 Penalty: 4554.650879
	Iteration 11Q: 3 clusters Score -731078.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -731276.500000 Penalty: 4554.650879
	Iteration 12Q: 3 clusters Score -731276.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -731432.875000 Penalty: 4554.650879
	Iteration 13Q: 3 clusters Score -731432.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -731538.500000 Penalty: 4554.650879
	Iteration 14Q: 3 clusters Score -731538.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -731586.437500 Penalty: 4554.650879
	Iteration 15Q: 3 clusters Score -731586.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -731618.312500 Penalty: 4554.650879
	Iteration 16Q: 3 clusters Score -731618.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -731645.125000 Penalty: 4554.650879
	Iteration 17Q: 3 clusters Score -731645.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -731656.812500 Penalty: 4554.650879
	Iteration 18Q: 3 clusters Score -731656.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -731661.000000 Penalty: 4554.650879
	Iteration 19Q: 3 clusters Score -731661 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -731664.687500 Penalty: 4554.650879
	Iteration 20F: 3 clusters Score -731664.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -731666.437500 Penalty: 4554.650879
	Iteration 21Q: 3 clusters Score -731666.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -731665.312500 Penalty: 4554.650879
	Iteration 22Q: 3 clusters Score -731665.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -731665.000000 Penalty: 4554.650879
	Iteration 23Q: 3 clusters Score -731665 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -731665.000000 Penalty: 4554.650879
	Iteration 24F: 3 clusters Score -731665 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 3142 members 
Mstep: Class 3 contains 84203 members 
Mstep: Class 4 contains 3486 members 
Mstep: Class 5 contains 377470 members 
Mstep: Class 6 contains 4449 members 
Mstep: Class 7 contains 6222 members 
Mstep: Class 8 contains 6738 members 
Mstep: Class 9 contains 5230 members 
Mstep: Class 10 contains 28300 members 
Mstep: Class 11 contains 219320 members 
Mstep: Class 12 contains 50203 members 
Mstep: Class 13 contains 154388 members 
Mstep: Class 14 contains 117420 members 
Mstep: Class 15 contains 73207 members 
Mstep: Class 16 contains 89082 members 
Mstep: Class 17 contains 2134 members 
Mstep: Class 18 contains 27445 members 
Mstep: Class 19 contains 4563 members 
Mstep: Class 20 contains 8471 members 
Mstep: Class 21 contains 45466 members 
Mstep: Class 22 contains 28729 members 
Mstep: Class 23 contains 9039 members 
Mstep: Class 24 contains 7673 members 
Mstep: Class 25 contains 24344 members 
Mstep: Class 26 contains 16093 members 
Mstep: Class 27 contains 6079 members 
Mstep: Class 28 contains 7812 members 
Mstep: Class 29 contains 3674 members 
Mstep: Class 30 contains 10041 members 
Mstep: Class 31 contains 25579 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 7795 members 
Entering Unmasked Estep 
Score: -111974536.000000 Penalty: 116180.585938
Splitting cluster 1 changes total score from -111975808.000000 to -111974536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (3142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Entering Unmasked Estep 
Score: -197483.265625 Penalty: 1997.048584
	Iteration 0F: 2 clusters Score -197483.3 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 1510 members 
Entering Unmasked Estep 
Score: -194180.437500 Penalty: 3994.097168
	Iteration 0F: 3 clusters Score -194180.4 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -195074.500000 Penalty: 3994.097168
	Iteration 1F: 3 clusters Score -195074.5 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -195500.078125 Penalty: 3994.097168
	Iteration 2F: 3 clusters Score -195500.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -195823.343750 Penalty: 3994.097168
	Iteration 3F: 3 clusters Score -195823.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -196132.656250 Penalty: 3994.097168
	Iteration 4F: 3 clusters Score -196132.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -196404.750000 Penalty: 3994.097168
	Iteration 5F: 3 clusters Score -196404.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -196662.484375 Penalty: 3994.097168
	Iteration 6F: 3 clusters Score -196662.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -196842.953125 Penalty: 3994.097168
	Iteration 7Q: 3 clusters Score -196843 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -196964.187500 Penalty: 3994.097168
	Iteration 8Q: 3 clusters Score -196964.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -197047.843750 Penalty: 3994.097168
	Iteration 9Q: 3 clusters Score -197047.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -197127.109375 Penalty: 3994.097168
	Iteration 10Q: 3 clusters Score -197127.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -197177.187500 Penalty: 3994.097168
	Iteration 11Q: 3 clusters Score -197177.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -197239.406250 Penalty: 3994.097168
	Iteration 12Q: 3 clusters Score -197239.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -197278.921875 Penalty: 3994.097168
	Iteration 13Q: 3 clusters Score -197278.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -197313.593750 Penalty: 3994.097168
	Iteration 14Q: 3 clusters Score -197313.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -197337.671875 Penalty: 3994.097168
	Iteration 15Q: 3 clusters Score -197337.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -197364.062500 Penalty: 3994.097168
	Iteration 16Q: 3 clusters Score -197364.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -197394.468750 Penalty: 3994.097168
	Iteration 17Q: 3 clusters Score -197394.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -197417.218750 Penalty: 3994.097168
	Iteration 18Q: 3 clusters Score -197417.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -197428.656250 Penalty: 3994.097168
	Iteration 19Q: 3 clusters Score -197428.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -197434.546875 Penalty: 3994.097168
	Iteration 20F: 3 clusters Score -197434.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -197439.015625 Penalty: 3994.097168
	Iteration 21Q: 3 clusters Score -197439 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -197444.687500 Penalty: 3994.097168
	Iteration 22Q: 3 clusters Score -197444.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -197446.562500 Penalty: 3994.097168
	Iteration 23Q: 3 clusters Score -197446.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -197447.171875 Penalty: 3994.097168
	Iteration 24Q: 3 clusters Score -197447.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -197447.171875 Penalty: 3994.097168
	Iteration 25F: 3 clusters Score -197447.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (84203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84203 members 
Entering Unmasked Estep 
Score: -6801606.500000 Penalty: 2812.564697
	Iteration 0F: 2 clusters Score -6801606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41980 members 
Mstep: Class 2 contains 42223 members 
Entering Unmasked Estep 
Score: -6744911.000000 Penalty: 5625.129395
	Iteration 0F: 3 clusters Score -6744911 nChanged 39685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39893 members 
Mstep: Class 2 contains 44310 members 
Entering Unmasked Estep 
Score: -6767857.500000 Penalty: 5625.129395
	Iteration 1F: 3 clusters Score -6767858 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38485 members 
Mstep: Class 2 contains 45718 members 
Entering Unmasked Estep 
Score: -6768885.000000 Penalty: 5625.129395
	Iteration 2Q: 3 clusters Score -6768885 nChanged 3765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36322 members 
Mstep: Class 2 contains 47881 members 
Entering Unmasked Estep 
Score: -6770391.500000 Penalty: 5625.129395
	Iteration 3Q: 3 clusters Score -6770392 nChanged 4467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33243 members 
Mstep: Class 2 contains 50960 members 
Entering Unmasked Estep 
Score: -6772587.000000 Penalty: 5625.129395
	Iteration 4F: 3 clusters Score -6772587 nChanged 5280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29135 members 
Mstep: Class 2 contains 55068 members 
Entering Unmasked Estep 
Score: -6775796.500000 Penalty: 5625.129395
	Iteration 5F: 3 clusters Score -6775796 nChanged 5846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24127 members 
Mstep: Class 2 contains 60076 members 
Entering Unmasked Estep 
Score: -6779871.500000 Penalty: 5625.129395
	Iteration 6F: 3 clusters Score -6779872 nChanged 6027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18600 members 
Mstep: Class 2 contains 65603 members 
Entering Unmasked Estep 
Score: -6784563.000000 Penalty: 5625.129395
	Iteration 7F: 3 clusters Score -6784563 nChanged 5518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 70841 members 
Entering Unmasked Estep 
Score: -6788982.000000 Penalty: 5625.129395
	Iteration 8F: 3 clusters Score -6788982 nChanged 4428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 75161 members 
Entering Unmasked Estep 
Score: -6792676.000000 Penalty: 5625.129395
	Iteration 9F: 3 clusters Score -6792676 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 78300 members 
Entering Unmasked Estep 
Score: -6795319.500000 Penalty: 5625.129395
	Iteration 10Q: 3 clusters Score -6795320 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 80301 members 
Entering Unmasked Estep 
Score: -6796917.000000 Penalty: 5625.129395
	Iteration 11Q: 3 clusters Score -6796917 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 81499 members 
Entering Unmasked Estep 
Score: -6797866.500000 Penalty: 5625.129395
	Iteration 12Q: 3 clusters Score -6797866 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 82214 members 
Entering Unmasked Estep 
Score: -6798400.500000 Penalty: 5625.129395
	Iteration 13Q: 3 clusters Score -6798400 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 82627 members 
Entering Unmasked Estep 
Score: -6798689.000000 Penalty: 5625.129395
	Iteration 14Q: 3 clusters Score -6798689 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 82876 members 
Entering Unmasked Estep 
Score: -6798847.500000 Penalty: 5625.129395
	Iteration 15Q: 3 clusters Score -6798848 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 83044 members 
Entering Unmasked Estep 
Score: -6798946.000000 Penalty: 5625.129395
	Iteration 16Q: 3 clusters Score -6798946 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 83156 members 
Entering Unmasked Estep 
Score: -6798999.000000 Penalty: 5625.129395
	Iteration 17Q: 3 clusters Score -6798999 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 83235 members 
Entering Unmasked Estep 
Score: -6799037.500000 Penalty: 5625.129395
	Iteration 18Q: 3 clusters Score -6799038 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 83289 members 
Entering Unmasked Estep 
Score: -6799059.500000 Penalty: 5625.129395
	Iteration 19Q: 3 clusters Score -6799060 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 83341 members 
Entering Unmasked Estep 
Score: -6799099.000000 Penalty: 5625.129395
	Iteration 20F: 3 clusters Score -6799099 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 83359 members 
Entering Unmasked Estep 
Score: -6799112.500000 Penalty: 5625.129395
	Iteration 21Q: 3 clusters Score -6799112 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 83374 members 
Entering Unmasked Estep 
Score: -6799113.000000 Penalty: 5625.129395
	Iteration 22Q: 3 clusters Score -6799113 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 83389 members 
Entering Unmasked Estep 
Score: -6799124.000000 Penalty: 5625.129395
	Iteration 23Q: 3 clusters Score -6799124 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 83406 members 
Entering Unmasked Estep 
Score: -6799145.000000 Penalty: 5625.129395
	Iteration 24Q: 3 clusters Score -6799145 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 83416 members 
Entering Unmasked Estep 
Score: -6799167.000000 Penalty: 5625.129395
	Iteration 25Q: 3 clusters Score -6799167 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 83427 members 
Entering Unmasked Estep 
Score: -6799164.000000 Penalty: 5625.129395
	Iteration 26Q: 3 clusters Score -6799164 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 83433 members 
Entering Unmasked Estep 
Score: -6799177.000000 Penalty: 5625.129395
	Iteration 27Q: 3 clusters Score -6799177 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 83438 members 
Entering Unmasked Estep 
Score: -6799180.500000 Penalty: 5625.129395
	Iteration 28Q: 3 clusters Score -6799180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 83440 members 
Entering Unmasked Estep 
Score: -6799179.500000 Penalty: 5625.129395
	Iteration 29Q: 3 clusters Score -6799180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 83440 members 
Entering Unmasked Estep 
Score: -6799176.500000 Penalty: 5625.129395
	Iteration 30Q: 3 clusters Score -6799176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 83441 members 
Entering Unmasked Estep 
Score: -6799173.000000 Penalty: 5625.129395
	Iteration 31Q: 3 clusters Score -6799173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 83443 members 
Entering Unmasked Estep 
Score: -6799180.500000 Penalty: 5625.129395
	Iteration 32Q: 3 clusters Score -6799180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 83446 members 
Entering Unmasked Estep 
Score: -6799182.500000 Penalty: 5625.129395
	Iteration 33Q: 3 clusters Score -6799182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 83450 members 
Entering Unmasked Estep 
Score: -6799187.500000 Penalty: 5625.129395
	Iteration 34Q: 3 clusters Score -6799188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 83451 members 
Entering Unmasked Estep 
Score: -6799191.500000 Penalty: 5625.129395
	Iteration 35Q: 3 clusters Score -6799192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 83454 members 
Entering Unmasked Estep 
Score: -6799192.500000 Penalty: 5625.129395
	Iteration 36Q: 3 clusters Score -6799192 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 83458 members 
Entering Unmasked Estep 
Score: -6799194.500000 Penalty: 5625.129395
	Iteration 37Q: 3 clusters Score -6799194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 83459 members 
Entering Unmasked Estep 
Score: -6799204.000000 Penalty: 5625.129395
	Iteration 38Q: 3 clusters Score -6799204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 83459 members 
Entering Unmasked Estep 
Score: -6799200.500000 Penalty: 5625.129395
	Iteration 39Q: 3 clusters Score -6799200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 83460 members 
Entering Unmasked Estep 
Score: -6799204.500000 Penalty: 5625.129395
	Iteration 40F: 3 clusters Score -6799204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 83460 members 
Entering Unmasked Estep 
Score: -6799208.000000 Penalty: 5625.129395
	Iteration 41Q: 3 clusters Score -6799208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 83460 members 
Entering Unmasked Estep 
Score: -6799208.000000 Penalty: 5625.129395
	Iteration 42F: 3 clusters Score -6799208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Entering Unmasked Estep 
Score: -232706.390625 Penalty: 2022.814575
	Iteration 0F: 2 clusters Score -232706.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -229177.859375 Penalty: 4045.629150
	Iteration 0F: 3 clusters Score -229177.9 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -229944.937500 Penalty: 4045.629150
	Iteration 1F: 3 clusters Score -229944.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -230129.062500 Penalty: 4045.629150
	Iteration 2F: 3 clusters Score -230129.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -230250.968750 Penalty: 4045.629150
	Iteration 3F: 3 clusters Score -230251 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -230348.937500 Penalty: 4045.629150
	Iteration 4Q: 3 clusters Score -230348.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -230429.625000 Penalty: 4045.629150
	Iteration 5Q: 3 clusters Score -230429.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -230495.171875 Penalty: 4045.629150
	Iteration 6Q: 3 clusters Score -230495.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -230546.218750 Penalty: 4045.629150
	Iteration 7Q: 3 clusters Score -230546.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -230597.234375 Penalty: 4045.629150
	Iteration 8Q: 3 clusters Score -230597.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -230642.890625 Penalty: 4045.629150
	Iteration 9Q: 3 clusters Score -230642.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -230683.187500 Penalty: 4045.629150
	Iteration 10Q: 3 clusters Score -230683.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -230708.718750 Penalty: 4045.629150
	Iteration 11Q: 3 clusters Score -230708.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -230739.640625 Penalty: 4045.629150
	Iteration 12Q: 3 clusters Score -230739.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -230756.125000 Penalty: 4045.629150
	Iteration 13Q: 3 clusters Score -230756.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -230768.296875 Penalty: 4045.629150
	Iteration 14Q: 3 clusters Score -230768.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -230777.953125 Penalty: 4045.629150
	Iteration 15Q: 3 clusters Score -230778 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -230786.171875 Penalty: 4045.629150
	Iteration 16Q: 3 clusters Score -230786.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -230789.812500 Penalty: 4045.629150
	Iteration 17Q: 3 clusters Score -230789.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -230793.343750 Penalty: 4045.629150
	Iteration 18Q: 3 clusters Score -230793.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -230796.234375 Penalty: 4045.629150
	Iteration 19Q: 3 clusters Score -230796.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -230801.937500 Penalty: 4045.629150
	Iteration 20F: 3 clusters Score -230801.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -230808.453125 Penalty: 4045.629150
	Iteration 21Q: 3 clusters Score -230808.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -230814.500000 Penalty: 4045.629150
	Iteration 22Q: 3 clusters Score -230814.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -230819.828125 Penalty: 4045.629150
	Iteration 23Q: 3 clusters Score -230819.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -230825.328125 Penalty: 4045.629150
	Iteration 24Q: 3 clusters Score -230825.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -230830.890625 Penalty: 4045.629150
	Iteration 25Q: 3 clusters Score -230830.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -230838.312500 Penalty: 4045.629150
	Iteration 26Q: 3 clusters Score -230838.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -230845.343750 Penalty: 4045.629150
	Iteration 27Q: 3 clusters Score -230845.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -230849.218750 Penalty: 4045.629150
	Iteration 28Q: 3 clusters Score -230849.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -230853.765625 Penalty: 4045.629150
	Iteration 29Q: 3 clusters Score -230853.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -230857.062500 Penalty: 4045.629150
	Iteration 30Q: 3 clusters Score -230857.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -230860.453125 Penalty: 4045.629150
	Iteration 31Q: 3 clusters Score -230860.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -230865.125000 Penalty: 4045.629150
	Iteration 32Q: 3 clusters Score -230865.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -230868.015625 Penalty: 4045.629150
	Iteration 33Q: 3 clusters Score -230868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -230870.609375 Penalty: 4045.629150
	Iteration 34Q: 3 clusters Score -230870.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -230872.921875 Penalty: 4045.629150
	Iteration 35Q: 3 clusters Score -230872.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -230879.000000 Penalty: 4045.629150
	Iteration 36Q: 3 clusters Score -230879 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -230884.468750 Penalty: 4045.629150
	Iteration 37Q: 3 clusters Score -230884.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -230890.593750 Penalty: 4045.629150
	Iteration 38Q: 3 clusters Score -230890.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -230898.828125 Penalty: 4045.629150
	Iteration 39Q: 3 clusters Score -230898.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -230903.468750 Penalty: 4045.629150
	Iteration 40F: 3 clusters Score -230903.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -230909.156250 Penalty: 4045.629150
	Iteration 41Q: 3 clusters Score -230909.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -230911.687500 Penalty: 4045.629150
	Iteration 42Q: 3 clusters Score -230911.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -230914.343750 Penalty: 4045.629150
	Iteration 43Q: 3 clusters Score -230914.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -230916.562500 Penalty: 4045.629150
	Iteration 44Q: 3 clusters Score -230916.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -230917.968750 Penalty: 4045.629150
	Iteration 45Q: 3 clusters Score -230918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -230921.562500 Penalty: 4045.629150
	Iteration 46Q: 3 clusters Score -230921.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -230923.109375 Penalty: 4045.629150
	Iteration 47Q: 3 clusters Score -230923.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -230923.640625 Penalty: 4045.629150
	Iteration 48Q: 3 clusters Score -230923.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -230923.953125 Penalty: 4045.629150
	Iteration 49Q: 3 clusters Score -230924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -230924.843750 Penalty: 4045.629150
	Iteration 50Q: 3 clusters Score -230924.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -230924.843750 Penalty: 4045.629150
	Iteration 51F: 3 clusters Score -230924.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (377470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377470 members 
Entering Unmasked Estep 
Score: -29927314.000000 Penalty: 3184.629150
	Iteration 0F: 2 clusters Score -2.992731e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189098 members 
Mstep: Class 2 contains 188372 members 
Entering Unmasked Estep 
Score: -29672874.000000 Penalty: 6369.258301
	Iteration 0F: 3 clusters Score -2.967287e+07 nChanged 183696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200170 members 
Mstep: Class 2 contains 177300 members 
Entering Unmasked Estep 
Score: -29782918.000000 Penalty: 6369.258301
	Iteration 1F: 3 clusters Score -2.978292e+07 nChanged 11548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206852 members 
Mstep: Class 2 contains 170618 members 
Entering Unmasked Estep 
Score: -29786196.000000 Penalty: 6369.258301
	Iteration 2Q: 3 clusters Score -2.97862e+07 nChanged 14461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217133 members 
Mstep: Class 2 contains 160337 members 
Entering Unmasked Estep 
Score: -29791482.000000 Penalty: 6369.258301
	Iteration 3Q: 3 clusters Score -2.979148e+07 nChanged 19156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232665 members 
Mstep: Class 2 contains 144805 members 
Entering Unmasked Estep 
Score: -29801068.000000 Penalty: 6369.258301
	Iteration 4F: 3 clusters Score -2.980107e+07 nChanged 25236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255031 members 
Mstep: Class 2 contains 122439 members 
Entering Unmasked Estep 
Score: -29817064.000000 Penalty: 6369.258301
	Iteration 5F: 3 clusters Score -2.981706e+07 nChanged 31156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284323 members 
Mstep: Class 2 contains 93147 members 
Entering Unmasked Estep 
Score: -29842230.000000 Penalty: 6369.258301
	Iteration 6F: 3 clusters Score -2.984223e+07 nChanged 32637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316036 members 
Mstep: Class 2 contains 61434 members 
Entering Unmasked Estep 
Score: -29872806.000000 Penalty: 6369.258301
	Iteration 7F: 3 clusters Score -2.987281e+07 nChanged 25812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341488 members 
Mstep: Class 2 contains 35982 members 
Entering Unmasked Estep 
Score: -29899412.000000 Penalty: 6369.258301
	Iteration 8F: 3 clusters Score -2.989941e+07 nChanged 14598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355792 members 
Mstep: Class 2 contains 21678 members 
Entering Unmasked Estep 
Score: -29915982.000000 Penalty: 6369.258301
	Iteration 9Q: 3 clusters Score -2.991598e+07 nChanged 6310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361428 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -29923276.000000 Penalty: 6369.258301
	Iteration 10Q: 3 clusters Score -2.992328e+07 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363725 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -29925958.000000 Penalty: 6369.258301
	Iteration 11Q: 3 clusters Score -2.992596e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365088 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -29926862.000000 Penalty: 6369.258301
	Iteration 12Q: 3 clusters Score -2.992686e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366023 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -29927126.000000 Penalty: 6369.258301
	Iteration 13Q: 3 clusters Score -2.992713e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366721 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -29927322.000000 Penalty: 6369.258301
	Iteration 14Q: 3 clusters Score -2.992732e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367249 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -29927372.000000 Penalty: 6369.258301
	Iteration 15Q: 3 clusters Score -2.992737e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367640 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -29927438.000000 Penalty: 6369.258301
	Iteration 16Q: 3 clusters Score -2.992744e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367927 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -29927476.000000 Penalty: 6369.258301
	Iteration 17Q: 3 clusters Score -2.992748e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368169 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -29927586.000000 Penalty: 6369.258301
	Iteration 18Q: 3 clusters Score -2.992759e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368359 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -29927654.000000 Penalty: 6369.258301
	Iteration 19Q: 3 clusters Score -2.992765e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368538 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -29927652.000000 Penalty: 6369.258301
	Iteration 20F: 3 clusters Score -2.992765e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368700 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -29927666.000000 Penalty: 6369.258301
	Iteration 21Q: 3 clusters Score -2.992767e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368835 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -29927616.000000 Penalty: 6369.258301
	Iteration 22Q: 3 clusters Score -2.992762e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368936 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -29927648.000000 Penalty: 6369.258301
	Iteration 23Q: 3 clusters Score -2.992765e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369005 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -29927682.000000 Penalty: 6369.258301
	Iteration 24Q: 3 clusters Score -2.992768e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369055 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -29927646.000000 Penalty: 6369.258301
	Iteration 25Q: 3 clusters Score -2.992765e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369100 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -29927650.000000 Penalty: 6369.258301
	Iteration 26Q: 3 clusters Score -2.992765e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369134 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -29927676.000000 Penalty: 6369.258301
	Iteration 27Q: 3 clusters Score -2.992768e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369160 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -29927688.000000 Penalty: 6369.258301
	Iteration 28Q: 3 clusters Score -2.992769e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369189 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -29927682.000000 Penalty: 6369.258301
	Iteration 29Q: 3 clusters Score -2.992768e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369211 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -29927690.000000 Penalty: 6369.258301
	Iteration 30Q: 3 clusters Score -2.992769e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369233 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -29927718.000000 Penalty: 6369.258301
	Iteration 31Q: 3 clusters Score -2.992772e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369250 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -29927704.000000 Penalty: 6369.258301
	Iteration 32Q: 3 clusters Score -2.99277e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369271 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -29927706.000000 Penalty: 6369.258301
	Iteration 33Q: 3 clusters Score -2.992771e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369286 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -29927676.000000 Penalty: 6369.258301
	Iteration 34Q: 3 clusters Score -2.992768e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369300 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -29927682.000000 Penalty: 6369.258301
	Iteration 35Q: 3 clusters Score -2.992768e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369306 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -29927692.000000 Penalty: 6369.258301
	Iteration 36Q: 3 clusters Score -2.992769e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369315 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -29927698.000000 Penalty: 6369.258301
	Iteration 37Q: 3 clusters Score -2.99277e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369326 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -29927716.000000 Penalty: 6369.258301
	Iteration 38Q: 3 clusters Score -2.992772e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369337 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -29927698.000000 Penalty: 6369.258301
	Iteration 39Q: 3 clusters Score -2.99277e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369347 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -29927716.000000 Penalty: 6369.258301
	Iteration 40F: 3 clusters Score -2.992772e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369355 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -29927710.000000 Penalty: 6369.258301
	Iteration 41Q: 3 clusters Score -2.992771e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369360 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -29927722.000000 Penalty: 6369.258301
	Iteration 42Q: 3 clusters Score -2.992772e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369361 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -29927720.000000 Penalty: 6369.258301
	Iteration 43Q: 3 clusters Score -2.992772e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369365 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -29927720.000000 Penalty: 6369.258301
	Iteration 44Q: 3 clusters Score -2.992772e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369368 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -29927736.000000 Penalty: 6369.258301
	Iteration 45Q: 3 clusters Score -2.992774e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369372 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -29927750.000000 Penalty: 6369.258301
	Iteration 46Q: 3 clusters Score -2.992775e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369377 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -29927768.000000 Penalty: 6369.258301
	Iteration 47Q: 3 clusters Score -2.992777e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369382 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -29927752.000000 Penalty: 6369.258301
	Iteration 48Q: 3 clusters Score -2.992775e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369384 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -29927748.000000 Penalty: 6369.258301
	Iteration 49Q: 3 clusters Score -2.992775e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369388 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -29927774.000000 Penalty: 6369.258301
	Iteration 50Q: 3 clusters Score -2.992777e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369391 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -29927750.000000 Penalty: 6369.258301
	Iteration 51Q: 3 clusters Score -2.992775e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369392 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -29927760.000000 Penalty: 6369.258301
	Iteration 52Q: 3 clusters Score -2.992776e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369393 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -29927758.000000 Penalty: 6369.258301
	Iteration 53Q: 3 clusters Score -2.992776e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369394 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -29927762.000000 Penalty: 6369.258301
	Iteration 54Q: 3 clusters Score -2.992776e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369397 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -29927778.000000 Penalty: 6369.258301
	Iteration 55Q: 3 clusters Score -2.992778e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369398 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -29927756.000000 Penalty: 6369.258301
	Iteration 56Q: 3 clusters Score -2.992776e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369398 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -29927756.000000 Penalty: 6369.258301
	Iteration 57F: 3 clusters Score -2.992776e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 3142 members 
Mstep: Class 3 contains 84203 members 
Mstep: Class 4 contains 3486 members 
Mstep: Class 5 contains 369398 members 
Mstep: Class 6 contains 4449 members 
Mstep: Class 7 contains 6222 members 
Mstep: Class 8 contains 6738 members 
Mstep: Class 9 contains 5230 members 
Mstep: Class 10 contains 28300 members 
Mstep: Class 11 contains 219320 members 
Mstep: Class 12 contains 50203 members 
Mstep: Class 13 contains 154388 members 
Mstep: Class 14 contains 117420 members 
Mstep: Class 15 contains 73207 members 
Mstep: Class 16 contains 89082 members 
Mstep: Class 17 contains 2134 members 
Mstep: Class 18 contains 27445 members 
Mstep: Class 19 contains 4563 members 
Mstep: Class 20 contains 8471 members 
Mstep: Class 21 contains 45466 members 
Mstep: Class 22 contains 28729 members 
Mstep: Class 23 contains 9039 members 
Mstep: Class 24 contains 7673 members 
Mstep: Class 25 contains 24344 members 
Mstep: Class 26 contains 16093 members 
Mstep: Class 27 contains 6079 members 
Mstep: Class 28 contains 7812 members 
Mstep: Class 29 contains 3674 members 
Mstep: Class 30 contains 10041 members 
Mstep: Class 31 contains 25579 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 8072 members 
Entering Unmasked Estep 
Score: -111975872.000000 Penalty: 116180.585938
Splitting cluster 5 changes total score from -111975808.000000 to -111975872.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 6 (4449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Entering Unmasked Estep 
Score: -343144.656250 Penalty: 2083.307861
	Iteration 0F: 2 clusters Score -343144.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -338972.250000 Penalty: 4166.615723
	Iteration 0F: 3 clusters Score -338972.2 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -339970.281250 Penalty: 4166.615723
	Iteration 1F: 3 clusters Score -339970.3 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -340264.156250 Penalty: 4166.615723
	Iteration 2F: 3 clusters Score -340264.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -340493.156250 Penalty: 4166.615723
	Iteration 3F: 3 clusters Score -340493.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -340660.312500 Penalty: 4166.615723
	Iteration 4F: 3 clusters Score -340660.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -340781.437500 Penalty: 4166.615723
	Iteration 5Q: 3 clusters Score -340781.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -340887.843750 Penalty: 4166.615723
	Iteration 6Q: 3 clusters Score -340887.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -340975.281250 Penalty: 4166.615723
	Iteration 7Q: 3 clusters Score -340975.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -341049.500000 Penalty: 4166.615723
	Iteration 8Q: 3 clusters Score -341049.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -341113.500000 Penalty: 4166.615723
	Iteration 9Q: 3 clusters Score -341113.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -341181.625000 Penalty: 4166.615723
	Iteration 10Q: 3 clusters Score -341181.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -341260.406250 Penalty: 4166.615723
	Iteration 11Q: 3 clusters Score -341260.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -341331.718750 Penalty: 4166.615723
	Iteration 12Q: 3 clusters Score -341331.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -341387.750000 Penalty: 4166.615723
	Iteration 13Q: 3 clusters Score -341387.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -341423.656250 Penalty: 4166.615723
	Iteration 14Q: 3 clusters Score -341423.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -341454.625000 Penalty: 4166.615723
	Iteration 15Q: 3 clusters Score -341454.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -341478.062500 Penalty: 4166.615723
	Iteration 16Q: 3 clusters Score -341478.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -341496.843750 Penalty: 4166.615723
	Iteration 17Q: 3 clusters Score -341496.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -341511.750000 Penalty: 4166.615723
	Iteration 18Q: 3 clusters Score -341511.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -341524.718750 Penalty: 4166.615723
	Iteration 19Q: 3 clusters Score -341524.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -341533.593750 Penalty: 4166.615723
	Iteration 20F: 3 clusters Score -341533.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -341542.000000 Penalty: 4166.615723
	Iteration 21Q: 3 clusters Score -341542 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -341549.500000 Penalty: 4166.615723
	Iteration 22Q: 3 clusters Score -341549.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -341555.468750 Penalty: 4166.615723
	Iteration 23Q: 3 clusters Score -341555.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -341562.593750 Penalty: 4166.615723
	Iteration 24Q: 3 clusters Score -341562.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -341573.000000 Penalty: 4166.615723
	Iteration 25Q: 3 clusters Score -341573 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -341581.750000 Penalty: 4166.615723
	Iteration 26Q: 3 clusters Score -341581.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -341589.187500 Penalty: 4166.615723
	Iteration 27Q: 3 clusters Score -341589.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -341592.968750 Penalty: 4166.615723
	Iteration 28Q: 3 clusters Score -341593 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -341599.968750 Penalty: 4166.615723
	Iteration 29Q: 3 clusters Score -341600 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -341608.906250 Penalty: 4166.615723
	Iteration 30Q: 3 clusters Score -341608.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -341620.093750 Penalty: 4166.615723
	Iteration 31Q: 3 clusters Score -341620.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -341626.562500 Penalty: 4166.615723
	Iteration 32Q: 3 clusters Score -341626.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -341633.750000 Penalty: 4166.615723
	Iteration 33Q: 3 clusters Score -341633.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -341641.656250 Penalty: 4166.615723
	Iteration 34Q: 3 clusters Score -341641.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -341649.250000 Penalty: 4166.615723
	Iteration 35Q: 3 clusters Score -341649.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -341655.531250 Penalty: 4166.615723
	Iteration 36Q: 3 clusters Score -341655.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -341661.625000 Penalty: 4166.615723
	Iteration 37Q: 3 clusters Score -341661.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -341669.250000 Penalty: 4166.615723
	Iteration 38Q: 3 clusters Score -341669.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -341683.343750 Penalty: 4166.615723
	Iteration 39Q: 3 clusters Score -341683.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -341703.031250 Penalty: 4166.615723
	Iteration 40F: 3 clusters Score -341703 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -341715.375000 Penalty: 4166.615723
	Iteration 41Q: 3 clusters Score -341715.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -341729.625000 Penalty: 4166.615723
	Iteration 42Q: 3 clusters Score -341729.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -341743.218750 Penalty: 4166.615723
	Iteration 43Q: 3 clusters Score -341743.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -341752.468750 Penalty: 4166.615723
	Iteration 44Q: 3 clusters Score -341752.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -341762.875000 Penalty: 4166.615723
	Iteration 45Q: 3 clusters Score -341762.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -341778.687500 Penalty: 4166.615723
	Iteration 46Q: 3 clusters Score -341778.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -341799.937500 Penalty: 4166.615723
	Iteration 47Q: 3 clusters Score -341799.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -341831.593750 Penalty: 4166.615723
	Iteration 48Q: 3 clusters Score -341831.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -341861.218750 Penalty: 4166.615723
	Iteration 49Q: 3 clusters Score -341861.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -341885.406250 Penalty: 4166.615723
	Iteration 50Q: 3 clusters Score -341885.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -341910.218750 Penalty: 4166.615723
	Iteration 51Q: 3 clusters Score -341910.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -341925.687500 Penalty: 4166.615723
	Iteration 52Q: 3 clusters Score -341925.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -341934.187500 Penalty: 4166.615723
	Iteration 53Q: 3 clusters Score -341934.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -341940.750000 Penalty: 4166.615723
	Iteration 54Q: 3 clusters Score -341940.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -341946.250000 Penalty: 4166.615723
	Iteration 55Q: 3 clusters Score -341946.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -341952.062500 Penalty: 4166.615723
	Iteration 56Q: 3 clusters Score -341952.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -341961.906250 Penalty: 4166.615723
	Iteration 57Q: 3 clusters Score -341961.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -341978.781250 Penalty: 4166.615723
	Iteration 58Q: 3 clusters Score -341978.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -341994.625000 Penalty: 4166.615723
	Iteration 59Q: 3 clusters Score -341994.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -342005.343750 Penalty: 4166.615723
	Iteration 60F: 3 clusters Score -342005.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -342015.156250 Penalty: 4166.615723
	Iteration 61Q: 3 clusters Score -342015.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -342023.625000 Penalty: 4166.615723
	Iteration 62Q: 3 clusters Score -342023.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -342031.156250 Penalty: 4166.615723
	Iteration 63Q: 3 clusters Score -342031.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -342032.875000 Penalty: 4166.615723
	Iteration 64Q: 3 clusters Score -342032.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -342035.406250 Penalty: 4166.615723
	Iteration 65Q: 3 clusters Score -342035.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -342036.843750 Penalty: 4166.615723
	Iteration 66Q: 3 clusters Score -342036.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -342037.406250 Penalty: 4166.615723
	Iteration 67Q: 3 clusters Score -342037.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -342037.375000 Penalty: 4166.615723
	Iteration 68Q: 3 clusters Score -342037.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -342038.531250 Penalty: 4166.615723
	Iteration 69Q: 3 clusters Score -342038.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -342038.500000 Penalty: 4166.615723
	Iteration 70Q: 3 clusters Score -342038.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -342040.125000 Penalty: 4166.615723
	Iteration 71Q: 3 clusters Score -342040.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -342040.093750 Penalty: 4166.615723
	Iteration 72Q: 3 clusters Score -342040.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -342040.093750 Penalty: 4166.615723
	Iteration 73F: 3 clusters Score -342040.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Entering Unmasked Estep 
Score: -487710.593750 Penalty: 2166.489990
	Iteration 0F: 2 clusters Score -487710.6 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 3097 members 
Entering Unmasked Estep 
Score: -482398.781250 Penalty: 4332.979980
	Iteration 0F: 3 clusters Score -482398.8 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -483744.218750 Penalty: 4332.979980
	Iteration 1F: 3 clusters Score -483744.2 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -483966.500000 Penalty: 4332.979980
	Iteration 2F: 3 clusters Score -483966.5 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -484146.125000 Penalty: 4332.979980
	Iteration 3F: 3 clusters Score -484146.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -484302.218750 Penalty: 4332.979980
	Iteration 4Q: 3 clusters Score -484302.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -484457.500000 Penalty: 4332.979980
	Iteration 5Q: 3 clusters Score -484457.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -484574.218750 Penalty: 4332.979980
	Iteration 6Q: 3 clusters Score -484574.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -484685.250000 Penalty: 4332.979980
	Iteration 7Q: 3 clusters Score -484685.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -484800.000000 Penalty: 4332.979980
	Iteration 8Q: 3 clusters Score -484800 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -484897.281250 Penalty: 4332.979980
	Iteration 9Q: 3 clusters Score -484897.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -485003.968750 Penalty: 4332.979980
	Iteration 10Q: 3 clusters Score -485004 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -485100.656250 Penalty: 4332.979980
	Iteration 11Q: 3 clusters Score -485100.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -485174.500000 Penalty: 4332.979980
	Iteration 12Q: 3 clusters Score -485174.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -485234.531250 Penalty: 4332.979980
	Iteration 13Q: 3 clusters Score -485234.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -485296.437500 Penalty: 4332.979980
	Iteration 14Q: 3 clusters Score -485296.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -485353.156250 Penalty: 4332.979980
	Iteration 15Q: 3 clusters Score -485353.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -485392.218750 Penalty: 4332.979980
	Iteration 16Q: 3 clusters Score -485392.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -485435.937500 Penalty: 4332.979980
	Iteration 17Q: 3 clusters Score -485435.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -485478.656250 Penalty: 4332.979980
	Iteration 18Q: 3 clusters Score -485478.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -485512.656250 Penalty: 4332.979980
	Iteration 19Q: 3 clusters Score -485512.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -485544.031250 Penalty: 4332.979980
	Iteration 20F: 3 clusters Score -485544 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -485569.093750 Penalty: 4332.979980
	Iteration 21Q: 3 clusters Score -485569.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -485597.156250 Penalty: 4332.979980
	Iteration 22Q: 3 clusters Score -485597.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -485632.468750 Penalty: 4332.979980
	Iteration 23Q: 3 clusters Score -485632.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -485663.875000 Penalty: 4332.979980
	Iteration 24Q: 3 clusters Score -485663.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -485693.656250 Penalty: 4332.979980
	Iteration 25Q: 3 clusters Score -485693.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -485715.000000 Penalty: 4332.979980
	Iteration 26Q: 3 clusters Score -485715 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -485736.218750 Penalty: 4332.979980
	Iteration 27Q: 3 clusters Score -485736.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -485757.812500 Penalty: 4332.979980
	Iteration 28Q: 3 clusters Score -485757.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -485778.843750 Penalty: 4332.979980
	Iteration 29Q: 3 clusters Score -485778.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -485795.343750 Penalty: 4332.979980
	Iteration 30Q: 3 clusters Score -485795.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -485810.843750 Penalty: 4332.979980
	Iteration 31Q: 3 clusters Score -485810.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -485827.750000 Penalty: 4332.979980
	Iteration 32Q: 3 clusters Score -485827.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -485835.093750 Penalty: 4332.979980
	Iteration 33Q: 3 clusters Score -485835.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -485842.812500 Penalty: 4332.979980
	Iteration 34Q: 3 clusters Score -485842.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -485847.468750 Penalty: 4332.979980
	Iteration 35Q: 3 clusters Score -485847.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -485849.781250 Penalty: 4332.979980
	Iteration 36Q: 3 clusters Score -485849.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -485852.312500 Penalty: 4332.979980
	Iteration 37Q: 3 clusters Score -485852.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -485853.781250 Penalty: 4332.979980
	Iteration 38Q: 3 clusters Score -485853.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -485858.281250 Penalty: 4332.979980
	Iteration 39Q: 3 clusters Score -485858.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -485860.968750 Penalty: 4332.979980
	Iteration 40F: 3 clusters Score -485861 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -485865.468750 Penalty: 4332.979980
	Iteration 41Q: 3 clusters Score -485865.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -485867.750000 Penalty: 4332.979980
	Iteration 42Q: 3 clusters Score -485867.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -485870.312500 Penalty: 4332.979980
	Iteration 43Q: 3 clusters Score -485870.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -485873.968750 Penalty: 4332.979980
	Iteration 44Q: 3 clusters Score -485874 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -485877.906250 Penalty: 4332.979980
	Iteration 45Q: 3 clusters Score -485877.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -485880.437500 Penalty: 4332.979980
	Iteration 46Q: 3 clusters Score -485880.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -485882.968750 Penalty: 4332.979980
	Iteration 47Q: 3 clusters Score -485883 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -485891.843750 Penalty: 4332.979980
	Iteration 48Q: 3 clusters Score -485891.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -485895.187500 Penalty: 4332.979980
	Iteration 49Q: 3 clusters Score -485895.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -485898.375000 Penalty: 4332.979980
	Iteration 50Q: 3 clusters Score -485898.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -485901.562500 Penalty: 4332.979980
	Iteration 51Q: 3 clusters Score -485901.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -485905.250000 Penalty: 4332.979980
	Iteration 52Q: 3 clusters Score -485905.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -485907.750000 Penalty: 4332.979980
	Iteration 53Q: 3 clusters Score -485907.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -485910.187500 Penalty: 4332.979980
	Iteration 54Q: 3 clusters Score -485910.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -485914.000000 Penalty: 4332.979980
	Iteration 55Q: 3 clusters Score -485914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -485916.812500 Penalty: 4332.979980
	Iteration 56Q: 3 clusters Score -485916.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -485920.375000 Penalty: 4332.979980
	Iteration 57Q: 3 clusters Score -485920.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -485923.781250 Penalty: 4332.979980
	Iteration 58Q: 3 clusters Score -485923.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -485926.843750 Penalty: 4332.979980
	Iteration 59Q: 3 clusters Score -485926.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -485928.843750 Penalty: 4332.979980
	Iteration 60F: 3 clusters Score -485928.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -485932.093750 Penalty: 4332.979980
	Iteration 61Q: 3 clusters Score -485932.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -485933.500000 Penalty: 4332.979980
	Iteration 62Q: 3 clusters Score -485933.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -485934.312500 Penalty: 4332.979980
	Iteration 63Q: 3 clusters Score -485934.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -485935.968750 Penalty: 4332.979980
	Iteration 64Q: 3 clusters Score -485936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -485936.125000 Penalty: 4332.979980
	Iteration 65Q: 3 clusters Score -485936.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -485937.125000 Penalty: 4332.979980
	Iteration 66Q: 3 clusters Score -485937.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -485938.250000 Penalty: 4332.979980
	Iteration 67Q: 3 clusters Score -485938.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -485938.312500 Penalty: 4332.979980
	Iteration 68Q: 3 clusters Score -485938.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -485938.812500 Penalty: 4332.979980
	Iteration 69Q: 3 clusters Score -485938.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -485940.156250 Penalty: 4332.979980
	Iteration 70Q: 3 clusters Score -485940.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -485940.125000 Penalty: 4332.979980
	Iteration 71Q: 3 clusters Score -485940.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -485941.187500 Penalty: 4332.979980
	Iteration 72Q: 3 clusters Score -485941.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -485943.312500 Penalty: 4332.979980
	Iteration 73Q: 3 clusters Score -485943.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -485944.812500 Penalty: 4332.979980
	Iteration 74Q: 3 clusters Score -485944.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -485946.125000 Penalty: 4332.979980
	Iteration 75Q: 3 clusters Score -485946.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -485946.906250 Penalty: 4332.979980
	Iteration 76Q: 3 clusters Score -485946.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -485950.593750 Penalty: 4332.979980
	Iteration 77Q: 3 clusters Score -485950.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -485951.218750 Penalty: 4332.979980
	Iteration 78Q: 3 clusters Score -485951.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -485951.406250 Penalty: 4332.979980
	Iteration 79Q: 3 clusters Score -485951.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -485952.656250 Penalty: 4332.979980
	Iteration 80F: 3 clusters Score -485952.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -485953.656250 Penalty: 4332.979980
	Iteration 81Q: 3 clusters Score -485953.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -485954.687500 Penalty: 4332.979980
	Iteration 82Q: 3 clusters Score -485954.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -485958.156250 Penalty: 4332.979980
	Iteration 83Q: 3 clusters Score -485958.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -485959.250000 Penalty: 4332.979980
	Iteration 84Q: 3 clusters Score -485959.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -485960.500000 Penalty: 4332.979980
	Iteration 85Q: 3 clusters Score -485960.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -485961.125000 Penalty: 4332.979980
	Iteration 86Q: 3 clusters Score -485961.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -485963.312500 Penalty: 4332.979980
	Iteration 87Q: 3 clusters Score -485963.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -485964.125000 Penalty: 4332.979980
	Iteration 88Q: 3 clusters Score -485964.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -485964.093750 Penalty: 4332.979980
	Iteration 89Q: 3 clusters Score -485964.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -485964.093750 Penalty: 4332.979980
	Iteration 90F: 3 clusters Score -485964.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Entering Unmasked Estep 
Score: -526655.437500 Penalty: 2186.248535
	Iteration 0F: 2 clusters Score -526655.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -521042.312500 Penalty: 4372.497070
	Iteration 0F: 3 clusters Score -521042.3 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -522745.312500 Penalty: 4372.497070
	Iteration 1F: 3 clusters Score -522745.3 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -523421.312500 Penalty: 4372.497070
	Iteration 2F: 3 clusters Score -523421.3 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -524116.656250 Penalty: 4372.497070
	Iteration 3F: 3 clusters Score -524116.7 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -524805.437500 Penalty: 4372.497070
	Iteration 4F: 3 clusters Score -524805.4 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -525436.437500 Penalty: 4372.497070
	Iteration 5F: 3 clusters Score -525436.4 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -525911.875000 Penalty: 4372.497070
	Iteration 6F: 3 clusters Score -525911.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -526278.500000 Penalty: 4372.497070
	Iteration 7Q: 3 clusters Score -526278.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -526498.500000 Penalty: 4372.497070
	Iteration 8Q: 3 clusters Score -526498.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -526641.125000 Penalty: 4372.497070
	Iteration 9Q: 3 clusters Score -526641.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -526712.750000 Penalty: 4372.497070
	Iteration 10Q: 3 clusters Score -526712.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -526750.875000 Penalty: 4372.497070
	Iteration 11Q: 3 clusters Score -526750.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -526775.937500 Penalty: 4372.497070
	Iteration 12Q: 3 clusters Score -526775.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -526801.500000 Penalty: 4372.497070
	Iteration 13Q: 3 clusters Score -526801.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -526816.812500 Penalty: 4372.497070
	Iteration 14Q: 3 clusters Score -526816.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -526834.250000 Penalty: 4372.497070
	Iteration 15Q: 3 clusters Score -526834.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -526841.750000 Penalty: 4372.497070
	Iteration 16Q: 3 clusters Score -526841.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -526850.125000 Penalty: 4372.497070
	Iteration 17Q: 3 clusters Score -526850.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -526859.437500 Penalty: 4372.497070
	Iteration 18Q: 3 clusters Score -526859.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -526862.437500 Penalty: 4372.497070
	Iteration 19Q: 3 clusters Score -526862.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -526864.375000 Penalty: 4372.497070
	Iteration 20F: 3 clusters Score -526864.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -526869.375000 Penalty: 4372.497070
	Iteration 21Q: 3 clusters Score -526869.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -526871.500000 Penalty: 4372.497070
	Iteration 22Q: 3 clusters Score -526871.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -526872.875000 Penalty: 4372.497070
	Iteration 23Q: 3 clusters Score -526872.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -526876.312500 Penalty: 4372.497070
	Iteration 24Q: 3 clusters Score -526876.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -526877.750000 Penalty: 4372.497070
	Iteration 25Q: 3 clusters Score -526877.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -526877.812500 Penalty: 4372.497070
	Iteration 26Q: 3 clusters Score -526877.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -526879.125000 Penalty: 4372.497070
	Iteration 27Q: 3 clusters Score -526879.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -526880.625000 Penalty: 4372.497070
	Iteration 28Q: 3 clusters Score -526880.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -526881.500000 Penalty: 4372.497070
	Iteration 29Q: 3 clusters Score -526881.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -526883.312500 Penalty: 4372.497070
	Iteration 30Q: 3 clusters Score -526883.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -526883.812500 Penalty: 4372.497070
	Iteration 31Q: 3 clusters Score -526883.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -526884.125000 Penalty: 4372.497070
	Iteration 32Q: 3 clusters Score -526884.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -526883.812500 Penalty: 4372.497070
	Iteration 33Q: 3 clusters Score -526883.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -526885.562500 Penalty: 4372.497070
	Iteration 34Q: 3 clusters Score -526885.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -526884.750000 Penalty: 4372.497070
	Iteration 35Q: 3 clusters Score -526884.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -526885.812500 Penalty: 4372.497070
	Iteration 36Q: 3 clusters Score -526885.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -526885.812500 Penalty: 4372.497070
	Iteration 37F: 3 clusters Score -526885.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 3142 members 
Mstep: Class 3 contains 84203 members 
Mstep: Class 4 contains 3486 members 
Mstep: Class 5 contains 369398 members 
Mstep: Class 6 contains 4449 members 
Mstep: Class 7 contains 6222 members 
Mstep: Class 8 contains 1466 members 
Mstep: Class 9 contains 5230 members 
Mstep: Class 10 contains 28300 members 
Mstep: Class 11 contains 219320 members 
Mstep: Class 12 contains 50203 members 
Mstep: Class 13 contains 154388 members 
Mstep: Class 14 contains 117420 members 
Mstep: Class 15 contains 73207 members 
Mstep: Class 16 contains 89082 members 
Mstep: Class 17 contains 2134 members 
Mstep: Class 18 contains 27445 members 
Mstep: Class 19 contains 4563 members 
Mstep: Class 20 contains 8471 members 
Mstep: Class 21 contains 45466 members 
Mstep: Class 22 contains 28729 members 
Mstep: Class 23 contains 9039 members 
Mstep: Class 24 contains 7673 members 
Mstep: Class 25 contains 24344 members 
Mstep: Class 26 contains 16093 members 
Mstep: Class 27 contains 6079 members 
Mstep: Class 28 contains 7812 members 
Mstep: Class 29 contains 3674 members 
Mstep: Class 30 contains 10041 members 
Mstep: Class 31 contains 25579 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 8072 members 
Mstep: Class 34 contains 5272 members 
Entering Unmasked Estep 
Score: -111974600.000000 Penalty: 119701.210938
Splitting cluster 8 changes total score from -111975808.000000 to -111974600.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (5230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Entering Unmasked Estep 
Score: -410808.062500 Penalty: 2123.417236
	Iteration 0F: 2 clusters Score -410808.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -406117.718750 Penalty: 4246.834473
	Iteration 0F: 3 clusters Score -406117.7 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -407163.656250 Penalty: 4246.834473
	Iteration 1F: 3 clusters Score -407163.7 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -407352.718750 Penalty: 4246.834473
	Iteration 2F: 3 clusters Score -407352.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -407462.406250 Penalty: 4246.834473
	Iteration 3Q: 3 clusters Score -407462.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -407541.468750 Penalty: 4246.834473
	Iteration 4Q: 3 clusters Score -407541.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -407609.562500 Penalty: 4246.834473
	Iteration 5Q: 3 clusters Score -407609.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -407661.343750 Penalty: 4246.834473
	Iteration 6Q: 3 clusters Score -407661.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -407698.468750 Penalty: 4246.834473
	Iteration 7Q: 3 clusters Score -407698.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -407729.593750 Penalty: 4246.834473
	Iteration 8Q: 3 clusters Score -407729.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -407758.125000 Penalty: 4246.834473
	Iteration 9Q: 3 clusters Score -407758.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -407785.281250 Penalty: 4246.834473
	Iteration 10Q: 3 clusters Score -407785.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -407805.875000 Penalty: 4246.834473
	Iteration 11Q: 3 clusters Score -407805.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -407821.687500 Penalty: 4246.834473
	Iteration 12Q: 3 clusters Score -407821.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -407835.687500 Penalty: 4246.834473
	Iteration 13Q: 3 clusters Score -407835.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -407855.093750 Penalty: 4246.834473
	Iteration 14Q: 3 clusters Score -407855.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -407875.843750 Penalty: 4246.834473
	Iteration 15Q: 3 clusters Score -407875.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -407894.625000 Penalty: 4246.834473
	Iteration 16Q: 3 clusters Score -407894.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -407923.625000 Penalty: 4246.834473
	Iteration 17Q: 3 clusters Score -407923.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -407957.531250 Penalty: 4246.834473
	Iteration 18Q: 3 clusters Score -407957.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -407993.750000 Penalty: 4246.834473
	Iteration 19Q: 3 clusters Score -407993.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -408050.062500 Penalty: 4246.834473
	Iteration 20F: 3 clusters Score -408050.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -408111.125000 Penalty: 4246.834473
	Iteration 21Q: 3 clusters Score -408111.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -408183.718750 Penalty: 4246.834473
	Iteration 22Q: 3 clusters Score -408183.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -408262.968750 Penalty: 4246.834473
	Iteration 23Q: 3 clusters Score -408263 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -408352.531250 Penalty: 4246.834473
	Iteration 24Q: 3 clusters Score -408352.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -408442.343750 Penalty: 4246.834473
	Iteration 25Q: 3 clusters Score -408442.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -408532.156250 Penalty: 4246.834473
	Iteration 26Q: 3 clusters Score -408532.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -408628.906250 Penalty: 4246.834473
	Iteration 27Q: 3 clusters Score -408628.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -408719.781250 Penalty: 4246.834473
	Iteration 28Q: 3 clusters Score -408719.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -408793.218750 Penalty: 4246.834473
	Iteration 29Q: 3 clusters Score -408793.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -408851.781250 Penalty: 4246.834473
	Iteration 30Q: 3 clusters Score -408851.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -408895.687500 Penalty: 4246.834473
	Iteration 31Q: 3 clusters Score -408895.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -408931.250000 Penalty: 4246.834473
	Iteration 32Q: 3 clusters Score -408931.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -408958.656250 Penalty: 4246.834473
	Iteration 33Q: 3 clusters Score -408958.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -408982.625000 Penalty: 4246.834473
	Iteration 34Q: 3 clusters Score -408982.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -409001.625000 Penalty: 4246.834473
	Iteration 35Q: 3 clusters Score -409001.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -409015.187500 Penalty: 4246.834473
	Iteration 36Q: 3 clusters Score -409015.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -409024.250000 Penalty: 4246.834473
	Iteration 37Q: 3 clusters Score -409024.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -409032.187500 Penalty: 4246.834473
	Iteration 38Q: 3 clusters Score -409032.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -409034.531250 Penalty: 4246.834473
	Iteration 39Q: 3 clusters Score -409034.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -409038.468750 Penalty: 4246.834473
	Iteration 40F: 3 clusters Score -409038.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -409043.906250 Penalty: 4246.834473
	Iteration 41Q: 3 clusters Score -409043.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -409046.968750 Penalty: 4246.834473
	Iteration 42Q: 3 clusters Score -409047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -409049.937500 Penalty: 4246.834473
	Iteration 43Q: 3 clusters Score -409049.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -409049.937500 Penalty: 4246.834473
	Iteration 44F: 3 clusters Score -409049.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (28300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28300 members 
Entering Unmasked Estep 
Score: -2199782.000000 Penalty: 2542.153076
	Iteration 0F: 2 clusters Score -2199782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -2180174.500000 Penalty: 5084.306152
	Iteration 0F: 3 clusters Score -2180174 nChanged 12839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -2187309.750000 Penalty: 5084.306152
	Iteration 1F: 3 clusters Score -2187310 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -2187838.500000 Penalty: 5084.306152
	Iteration 2F: 3 clusters Score -2187838 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14452 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -2188304.750000 Penalty: 5084.306152
	Iteration 3Q: 3 clusters Score -2188305 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -2188785.500000 Penalty: 5084.306152
	Iteration 4Q: 3 clusters Score -2188786 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -2189304.750000 Penalty: 5084.306152
	Iteration 5Q: 3 clusters Score -2189305 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -2189928.500000 Penalty: 5084.306152
	Iteration 6Q: 3 clusters Score -2189928 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -2190563.250000 Penalty: 5084.306152
	Iteration 7Q: 3 clusters Score -2190563 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -2191214.000000 Penalty: 5084.306152
	Iteration 8Q: 3 clusters Score -2191214 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16329 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -2191863.750000 Penalty: 5084.306152
	Iteration 9Q: 3 clusters Score -2191864 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16690 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -2192538.000000 Penalty: 5084.306152
	Iteration 10Q: 3 clusters Score -2192538 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17018 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -2193240.000000 Penalty: 5084.306152
	Iteration 11Q: 3 clusters Score -2193240 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17327 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -2194006.000000 Penalty: 5084.306152
	Iteration 12Q: 3 clusters Score -2194006 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17602 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -2194656.000000 Penalty: 5084.306152
	Iteration 13Q: 3 clusters Score -2194656 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17846 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -2195110.000000 Penalty: 5084.306152
	Iteration 14Q: 3 clusters Score -2195110 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18080 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -2195406.500000 Penalty: 5084.306152
	Iteration 15Q: 3 clusters Score -2195406 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18354 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -2195605.000000 Penalty: 5084.306152
	Iteration 16Q: 3 clusters Score -2195605 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18627 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -2195747.750000 Penalty: 5084.306152
	Iteration 17Q: 3 clusters Score -2195748 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18886 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -2195845.500000 Penalty: 5084.306152
	Iteration 18Q: 3 clusters Score -2195846 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19147 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -2195923.750000 Penalty: 5084.306152
	Iteration 19Q: 3 clusters Score -2195924 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19433 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -2196022.000000 Penalty: 5084.306152
	Iteration 20F: 3 clusters Score -2196022 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19732 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -2196104.000000 Penalty: 5084.306152
	Iteration 21Q: 3 clusters Score -2196104 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20021 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -2196179.000000 Penalty: 5084.306152
	Iteration 22Q: 3 clusters Score -2196179 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20288 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -2196250.000000 Penalty: 5084.306152
	Iteration 23Q: 3 clusters Score -2196250 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20564 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -2196322.500000 Penalty: 5084.306152
	Iteration 24Q: 3 clusters Score -2196322 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20819 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -2196389.000000 Penalty: 5084.306152
	Iteration 25Q: 3 clusters Score -2196389 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21070 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -2196448.750000 Penalty: 5084.306152
	Iteration 26Q: 3 clusters Score -2196449 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21325 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -2196505.500000 Penalty: 5084.306152
	Iteration 27Q: 3 clusters Score -2196506 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21573 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -2196563.000000 Penalty: 5084.306152
	Iteration 28Q: 3 clusters Score -2196563 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21810 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -2196625.000000 Penalty: 5084.306152
	Iteration 29Q: 3 clusters Score -2196625 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22027 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -2196668.250000 Penalty: 5084.306152
	Iteration 30Q: 3 clusters Score -2196668 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22248 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -2196724.000000 Penalty: 5084.306152
	Iteration 31Q: 3 clusters Score -2196724 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22483 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -2196778.000000 Penalty: 5084.306152
	Iteration 32Q: 3 clusters Score -2196778 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22717 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -2196837.500000 Penalty: 5084.306152
	Iteration 33Q: 3 clusters Score -2196838 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22948 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -2196907.750000 Penalty: 5084.306152
	Iteration 34Q: 3 clusters Score -2196908 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23130 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -2196948.000000 Penalty: 5084.306152
	Iteration 35Q: 3 clusters Score -2196948 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23322 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -2197013.000000 Penalty: 5084.306152
	Iteration 36Q: 3 clusters Score -2197013 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23533 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -2197067.500000 Penalty: 5084.306152
	Iteration 37Q: 3 clusters Score -2197068 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23736 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -2197145.750000 Penalty: 5084.306152
	Iteration 38Q: 3 clusters Score -2197146 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23959 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -2197216.000000 Penalty: 5084.306152
	Iteration 39Q: 3 clusters Score -2197216 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24156 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -2197295.250000 Penalty: 5084.306152
	Iteration 40F: 3 clusters Score -2197295 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24358 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -2197371.500000 Penalty: 5084.306152
	Iteration 41Q: 3 clusters Score -2197372 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24558 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -2197448.500000 Penalty: 5084.306152
	Iteration 42Q: 3 clusters Score -2197448 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24743 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -2197520.750000 Penalty: 5084.306152
	Iteration 43Q: 3 clusters Score -2197521 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24917 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -2197611.250000 Penalty: 5084.306152
	Iteration 44Q: 3 clusters Score -2197611 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25096 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -2197709.250000 Penalty: 5084.306152
	Iteration 45Q: 3 clusters Score -2197709 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25245 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -2197814.250000 Penalty: 5084.306152
	Iteration 46Q: 3 clusters Score -2197814 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25414 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -2197951.000000 Penalty: 5084.306152
	Iteration 47Q: 3 clusters Score -2197951 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25564 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -2198072.250000 Penalty: 5084.306152
	Iteration 48Q: 3 clusters Score -2198072 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25690 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -2198176.000000 Penalty: 5084.306152
	Iteration 49Q: 3 clusters Score -2198176 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25795 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -2198264.750000 Penalty: 5084.306152
	Iteration 50Q: 3 clusters Score -2198265 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25886 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -2198324.000000 Penalty: 5084.306152
	Iteration 51Q: 3 clusters Score -2198324 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25954 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -2198354.250000 Penalty: 5084.306152
	Iteration 52Q: 3 clusters Score -2198354 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26001 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -2198379.750000 Penalty: 5084.306152
	Iteration 53Q: 3 clusters Score -2198380 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26050 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -2198409.500000 Penalty: 5084.306152
	Iteration 54Q: 3 clusters Score -2198410 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26089 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -2198438.000000 Penalty: 5084.306152
	Iteration 55Q: 3 clusters Score -2198438 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26126 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -2198458.250000 Penalty: 5084.306152
	Iteration 56Q: 3 clusters Score -2198458 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26156 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -2198474.000000 Penalty: 5084.306152
	Iteration 57Q: 3 clusters Score -2198474 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26183 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -2198488.000000 Penalty: 5084.306152
	Iteration 58Q: 3 clusters Score -2198488 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26207 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -2198494.500000 Penalty: 5084.306152
	Iteration 59Q: 3 clusters Score -2198494 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26227 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -2198496.250000 Penalty: 5084.306152
	Iteration 60F: 3 clusters Score -2198496 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26244 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -2198497.000000 Penalty: 5084.306152
	Iteration 61Q: 3 clusters Score -2198497 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26253 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -2198501.000000 Penalty: 5084.306152
	Iteration 62Q: 3 clusters Score -2198501 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26257 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -2198503.500000 Penalty: 5084.306152
	Iteration 63Q: 3 clusters Score -2198504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26262 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -2198499.750000 Penalty: 5084.306152
	Iteration 64Q: 3 clusters Score -2198500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26266 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -2198502.500000 Penalty: 5084.306152
	Iteration 65Q: 3 clusters Score -2198502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26269 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -2198506.000000 Penalty: 5084.306152
	Iteration 66Q: 3 clusters Score -2198506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26272 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -2198503.500000 Penalty: 5084.306152
	Iteration 67Q: 3 clusters Score -2198504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26273 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -2198504.750000 Penalty: 5084.306152
	Iteration 68Q: 3 clusters Score -2198505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26274 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -2198504.000000 Penalty: 5084.306152
	Iteration 69Q: 3 clusters Score -2198504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26274 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -2198504.000000 Penalty: 5084.306152
	Iteration 70F: 3 clusters Score -2198504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (219320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219320 members 
Entering Unmasked Estep 
Score: -17402562.000000 Penalty: 3049.975342
	Iteration 0F: 2 clusters Score -1.740256e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110037 members 
Mstep: Class 2 contains 109283 members 
Entering Unmasked Estep 
Score: -17255608.000000 Penalty: 6099.950684
	Iteration 0F: 3 clusters Score -1.725561e+07 nChanged 105464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116379 members 
Mstep: Class 2 contains 102941 members 
Entering Unmasked Estep 
Score: -17318116.000000 Penalty: 6099.950684
	Iteration 1F: 3 clusters Score -1.731812e+07 nChanged 7057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120566 members 
Mstep: Class 2 contains 98754 members 
Entering Unmasked Estep 
Score: -17320082.000000 Penalty: 6099.950684
	Iteration 2Q: 3 clusters Score -1.732008e+07 nChanged 8578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127000 members 
Mstep: Class 2 contains 92320 members 
Entering Unmasked Estep 
Score: -17323140.000000 Penalty: 6099.950684
	Iteration 3Q: 3 clusters Score -1.732314e+07 nChanged 11150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136672 members 
Mstep: Class 2 contains 82648 members 
Entering Unmasked Estep 
Score: -17328146.000000 Penalty: 6099.950684
	Iteration 4F: 3 clusters Score -1.732815e+07 nChanged 14418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150172 members 
Mstep: Class 2 contains 69148 members 
Entering Unmasked Estep 
Score: -17337342.000000 Penalty: 6099.950684
	Iteration 5F: 3 clusters Score -1.733734e+07 nChanged 17367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167153 members 
Mstep: Class 2 contains 52167 members 
Entering Unmasked Estep 
Score: -17350974.000000 Penalty: 6099.950684
	Iteration 6F: 3 clusters Score -1.735097e+07 nChanged 18326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185387 members 
Mstep: Class 2 contains 33933 members 
Entering Unmasked Estep 
Score: -17367550.000000 Penalty: 6099.950684
	Iteration 7F: 3 clusters Score -1.736755e+07 nChanged 15659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201022 members 
Mstep: Class 2 contains 18298 members 
Entering Unmasked Estep 
Score: -17382808.000000 Penalty: 6099.950684
	Iteration 8F: 3 clusters Score -1.738281e+07 nChanged 10274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211296 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -17392636.000000 Penalty: 6099.950684
	Iteration 9Q: 3 clusters Score -1.739264e+07 nChanged 5048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216342 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -17397238.000000 Penalty: 6099.950684
	Iteration 10Q: 3 clusters Score -1.739724e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218225 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -17398942.000000 Penalty: 6099.950684
	Iteration 11Q: 3 clusters Score -1.739894e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218800 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -17399458.000000 Penalty: 6099.950684
	Iteration 12Q: 3 clusters Score -1.739946e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218974 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -17399678.000000 Penalty: 6099.950684
	Iteration 13Q: 3 clusters Score -1.739968e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219015 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -17399748.000000 Penalty: 6099.950684
	Iteration 14Q: 3 clusters Score -1.739975e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219035 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -17399812.000000 Penalty: 6099.950684
	Iteration 15Q: 3 clusters Score -1.739981e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219046 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -17399830.000000 Penalty: 6099.950684
	Iteration 16Q: 3 clusters Score -1.739983e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219051 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -17399838.000000 Penalty: 6099.950684
	Iteration 17Q: 3 clusters Score -1.739984e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219061 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -17399842.000000 Penalty: 6099.950684
	Iteration 18Q: 3 clusters Score -1.739984e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219064 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -17399850.000000 Penalty: 6099.950684
	Iteration 19Q: 3 clusters Score -1.739985e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219066 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -17399856.000000 Penalty: 6099.950684
	Iteration 20F: 3 clusters Score -1.739986e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (50203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50203 members 
Entering Unmasked Estep 
Score: -3908673.750000 Penalty: 2684.309814
	Iteration 0F: 2 clusters Score -3908674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25115 members 
Mstep: Class 2 contains 25088 members 
Entering Unmasked Estep 
Score: -3874564.000000 Penalty: 5368.619629
	Iteration 0F: 3 clusters Score -3874564 nChanged 23383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25206 members 
Mstep: Class 2 contains 24997 members 
Entering Unmasked Estep 
Score: -3887532.500000 Penalty: 5368.619629
	Iteration 1F: 3 clusters Score -3887532 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25215 members 
Mstep: Class 2 contains 24988 members 
Entering Unmasked Estep 
Score: -3887992.000000 Penalty: 5368.619629
	Iteration 2Q: 3 clusters Score -3887992 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25078 members 
Mstep: Class 2 contains 25125 members 
Entering Unmasked Estep 
Score: -3888374.250000 Penalty: 5368.619629
	Iteration 3Q: 3 clusters Score -3888374 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24901 members 
Mstep: Class 2 contains 25302 members 
Entering Unmasked Estep 
Score: -3888741.750000 Penalty: 5368.619629
	Iteration 4Q: 3 clusters Score -3888742 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24589 members 
Mstep: Class 2 contains 25614 members 
Entering Unmasked Estep 
Score: -3889153.500000 Penalty: 5368.619629
	Iteration 5Q: 3 clusters Score -3889154 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24184 members 
Mstep: Class 2 contains 26019 members 
Entering Unmasked Estep 
Score: -3889653.500000 Penalty: 5368.619629
	Iteration 6Q: 3 clusters Score -3889654 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23631 members 
Mstep: Class 2 contains 26572 members 
Entering Unmasked Estep 
Score: -3890295.500000 Penalty: 5368.619629
	Iteration 7Q: 3 clusters Score -3890296 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22919 members 
Mstep: Class 2 contains 27284 members 
Entering Unmasked Estep 
Score: -3891014.500000 Penalty: 5368.619629
	Iteration 8Q: 3 clusters Score -3891014 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21892 members 
Mstep: Class 2 contains 28311 members 
Entering Unmasked Estep 
Score: -3891836.500000 Penalty: 5368.619629
	Iteration 9Q: 3 clusters Score -3891836 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20632 members 
Mstep: Class 2 contains 29571 members 
Entering Unmasked Estep 
Score: -3892902.500000 Penalty: 5368.619629
	Iteration 10Q: 3 clusters Score -3892902 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19098 members 
Mstep: Class 2 contains 31105 members 
Entering Unmasked Estep 
Score: -3894095.250000 Penalty: 5368.619629
	Iteration 11Q: 3 clusters Score -3894095 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17246 members 
Mstep: Class 2 contains 32957 members 
Entering Unmasked Estep 
Score: -3895572.250000 Penalty: 5368.619629
	Iteration 12F: 3 clusters Score -3895572 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 34974 members 
Entering Unmasked Estep 
Score: -3897148.250000 Penalty: 5368.619629
	Iteration 13F: 3 clusters Score -3897148 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 37095 members 
Entering Unmasked Estep 
Score: -3898791.250000 Penalty: 5368.619629
	Iteration 14Q: 3 clusters Score -3898791 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 39074 members 
Entering Unmasked Estep 
Score: -3900276.250000 Penalty: 5368.619629
	Iteration 15Q: 3 clusters Score -3900276 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 40779 members 
Entering Unmasked Estep 
Score: -3901443.250000 Penalty: 5368.619629
	Iteration 16Q: 3 clusters Score -3901443 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 42176 members 
Entering Unmasked Estep 
Score: -3902307.000000 Penalty: 5368.619629
	Iteration 17Q: 3 clusters Score -3902307 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 43327 members 
Entering Unmasked Estep 
Score: -3903006.250000 Penalty: 5368.619629
	Iteration 18Q: 3 clusters Score -3903006 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 44325 members 
Entering Unmasked Estep 
Score: -3903554.250000 Penalty: 5368.619629
	Iteration 19Q: 3 clusters Score -3903554 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 45200 members 
Entering Unmasked Estep 
Score: -3904008.250000 Penalty: 5368.619629
	Iteration 20F: 3 clusters Score -3904008 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 45964 members 
Entering Unmasked Estep 
Score: -3904394.750000 Penalty: 5368.619629
	Iteration 21Q: 3 clusters Score -3904395 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 46644 members 
Entering Unmasked Estep 
Score: -3904730.250000 Penalty: 5368.619629
	Iteration 22Q: 3 clusters Score -3904730 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 47269 members 
Entering Unmasked Estep 
Score: -3905077.250000 Penalty: 5368.619629
	Iteration 23Q: 3 clusters Score -3905077 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 47810 members 
Entering Unmasked Estep 
Score: -3905373.500000 Penalty: 5368.619629
	Iteration 24Q: 3 clusters Score -3905374 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 48216 members 
Entering Unmasked Estep 
Score: -3905597.000000 Penalty: 5368.619629
	Iteration 25Q: 3 clusters Score -3905597 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 48551 members 
Entering Unmasked Estep 
Score: -3905804.250000 Penalty: 5368.619629
	Iteration 26Q: 3 clusters Score -3905804 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 48843 members 
Entering Unmasked Estep 
Score: -3905971.500000 Penalty: 5368.619629
	Iteration 27Q: 3 clusters Score -3905972 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 49062 members 
Entering Unmasked Estep 
Score: -3906093.500000 Penalty: 5368.619629
	Iteration 28Q: 3 clusters Score -3906094 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 49214 members 
Entering Unmasked Estep 
Score: -3906218.500000 Penalty: 5368.619629
	Iteration 29Q: 3 clusters Score -3906218 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 49325 members 
Entering Unmasked Estep 
Score: -3906295.500000 Penalty: 5368.619629
	Iteration 30Q: 3 clusters Score -3906296 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 49413 members 
Entering Unmasked Estep 
Score: -3906350.500000 Penalty: 5368.619629
	Iteration 31Q: 3 clusters Score -3906350 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 49471 members 
Entering Unmasked Estep 
Score: -3906387.250000 Penalty: 5368.619629
	Iteration 32Q: 3 clusters Score -3906387 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 49502 members 
Entering Unmasked Estep 
Score: -3906418.500000 Penalty: 5368.619629
	Iteration 33Q: 3 clusters Score -3906418 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 49533 members 
Entering Unmasked Estep 
Score: -3906434.250000 Penalty: 5368.619629
	Iteration 34Q: 3 clusters Score -3906434 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 49555 members 
Entering Unmasked Estep 
Score: -3906451.500000 Penalty: 5368.619629
	Iteration 35Q: 3 clusters Score -3906452 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 49574 members 
Entering Unmasked Estep 
Score: -3906469.250000 Penalty: 5368.619629
	Iteration 36Q: 3 clusters Score -3906469 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 49598 members 
Entering Unmasked Estep 
Score: -3906493.250000 Penalty: 5368.619629
	Iteration 37Q: 3 clusters Score -3906493 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 49620 members 
Entering Unmasked Estep 
Score: -3906508.500000 Penalty: 5368.619629
	Iteration 38Q: 3 clusters Score -3906508 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 49635 members 
Entering Unmasked Estep 
Score: -3906519.500000 Penalty: 5368.619629
	Iteration 39Q: 3 clusters Score -3906520 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 49643 members 
Entering Unmasked Estep 
Score: -3906542.000000 Penalty: 5368.619629
	Iteration 40F: 3 clusters Score -3906542 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 49651 members 
Entering Unmasked Estep 
Score: -3906548.500000 Penalty: 5368.619629
	Iteration 41Q: 3 clusters Score -3906548 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 49655 members 
Entering Unmasked Estep 
Score: -3906562.500000 Penalty: 5368.619629
	Iteration 42Q: 3 clusters Score -3906562 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 49664 members 
Entering Unmasked Estep 
Score: -3906567.250000 Penalty: 5368.619629
	Iteration 43Q: 3 clusters Score -3906567 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 49668 members 
Entering Unmasked Estep 
Score: -3906576.250000 Penalty: 5368.619629
	Iteration 44Q: 3 clusters Score -3906576 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 49674 members 
Entering Unmasked Estep 
Score: -3906578.000000 Penalty: 5368.619629
	Iteration 45Q: 3 clusters Score -3906578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 49678 members 
Entering Unmasked Estep 
Score: -3906586.750000 Penalty: 5368.619629
	Iteration 46Q: 3 clusters Score -3906587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 49679 members 
Entering Unmasked Estep 
Score: -3906585.250000 Penalty: 5368.619629
	Iteration 47Q: 3 clusters Score -3906585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 49681 members 
Entering Unmasked Estep 
Score: -3906583.250000 Penalty: 5368.619629
	Iteration 48Q: 3 clusters Score -3906583 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 49682 members 
Entering Unmasked Estep 
Score: -3906589.500000 Penalty: 5368.619629
	Iteration 49Q: 3 clusters Score -3906590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 49683 members 
Entering Unmasked Estep 
Score: -3906586.500000 Penalty: 5368.619629
	Iteration 50Q: 3 clusters Score -3906586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 49685 members 
Entering Unmasked Estep 
Score: -3906588.250000 Penalty: 5368.619629
	Iteration 51Q: 3 clusters Score -3906588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 49685 members 
Entering Unmasked Estep 
Score: -3906588.250000 Penalty: 5368.619629
	Iteration 52F: 3 clusters Score -3906588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (154388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154388 members 
Entering Unmasked Estep 
Score: -12360823.000000 Penalty: 2962.911621
	Iteration 0F: 2 clusters Score -1.236082e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77061 members 
Mstep: Class 2 contains 77327 members 
Entering Unmasked Estep 
Score: -12257158.000000 Penalty: 5925.823242
	Iteration 0F: 3 clusters Score -1.225716e+07 nChanged 73719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73260 members 
Mstep: Class 2 contains 81128 members 
Entering Unmasked Estep 
Score: -12300221.000000 Penalty: 5925.823242
	Iteration 1F: 3 clusters Score -1.230022e+07 nChanged 5068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70624 members 
Mstep: Class 2 contains 83764 members 
Entering Unmasked Estep 
Score: -12301697.000000 Penalty: 5925.823242
	Iteration 2Q: 3 clusters Score -1.23017e+07 nChanged 6531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66471 members 
Mstep: Class 2 contains 87917 members 
Entering Unmasked Estep 
Score: -12304405.000000 Penalty: 5925.823242
	Iteration 3Q: 3 clusters Score -1.23044e+07 nChanged 9030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60129 members 
Mstep: Class 2 contains 94259 members 
Entering Unmasked Estep 
Score: -12309483.000000 Penalty: 5925.823242
	Iteration 4F: 3 clusters Score -1.230948e+07 nChanged 11684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51509 members 
Mstep: Class 2 contains 102879 members 
Entering Unmasked Estep 
Score: -12317995.000000 Penalty: 5925.823242
	Iteration 5F: 3 clusters Score -1.2318e+07 nChanged 13238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41599 members 
Mstep: Class 2 contains 112789 members 
Entering Unmasked Estep 
Score: -12328381.000000 Penalty: 5925.823242
	Iteration 6F: 3 clusters Score -1.232838e+07 nChanged 11932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32131 members 
Mstep: Class 2 contains 122257 members 
Entering Unmasked Estep 
Score: -12337325.000000 Penalty: 5925.823242
	Iteration 7F: 3 clusters Score -1.233732e+07 nChanged 8915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24436 members 
Mstep: Class 2 contains 129952 members 
Entering Unmasked Estep 
Score: -12343252.000000 Penalty: 5925.823242
	Iteration 8F: 3 clusters Score -1.234325e+07 nChanged 6216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18584 members 
Mstep: Class 2 contains 135804 members 
Entering Unmasked Estep 
Score: -12347053.000000 Penalty: 5925.823242
	Iteration 9Q: 3 clusters Score -1.234705e+07 nChanged 4736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 140496 members 
Entering Unmasked Estep 
Score: -12349793.000000 Penalty: 5925.823242
	Iteration 10Q: 3 clusters Score -1.234979e+07 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 144224 members 
Entering Unmasked Estep 
Score: -12352188.000000 Penalty: 5925.823242
	Iteration 11Q: 3 clusters Score -1.235219e+07 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 147226 members 
Entering Unmasked Estep 
Score: -12353970.000000 Penalty: 5925.823242
	Iteration 12Q: 3 clusters Score -1.235397e+07 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 149420 members 
Entering Unmasked Estep 
Score: -12355393.000000 Penalty: 5925.823242
	Iteration 13Q: 3 clusters Score -1.235539e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 150918 members 
Entering Unmasked Estep 
Score: -12356361.000000 Penalty: 5925.823242
	Iteration 14Q: 3 clusters Score -1.235636e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 151901 members 
Entering Unmasked Estep 
Score: -12357061.000000 Penalty: 5925.823242
	Iteration 15Q: 3 clusters Score -1.235706e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 152524 members 
Entering Unmasked Estep 
Score: -12357486.000000 Penalty: 5925.823242
	Iteration 16Q: 3 clusters Score -1.235749e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 152911 members 
Entering Unmasked Estep 
Score: -12357683.000000 Penalty: 5925.823242
	Iteration 17Q: 3 clusters Score -1.235768e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 153190 members 
Entering Unmasked Estep 
Score: -12357870.000000 Penalty: 5925.823242
	Iteration 18Q: 3 clusters Score -1.235787e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 153360 members 
Entering Unmasked Estep 
Score: -12357972.000000 Penalty: 5925.823242
	Iteration 19Q: 3 clusters Score -1.235797e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 153498 members 
Entering Unmasked Estep 
Score: -12358082.000000 Penalty: 5925.823242
	Iteration 20F: 3 clusters Score -1.235808e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 153599 members 
Entering Unmasked Estep 
Score: -12358178.000000 Penalty: 5925.823242
	Iteration 21Q: 3 clusters Score -1.235818e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 153661 members 
Entering Unmasked Estep 
Score: -12358230.000000 Penalty: 5925.823242
	Iteration 22Q: 3 clusters Score -1.235823e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 153698 members 
Entering Unmasked Estep 
Score: -12358252.000000 Penalty: 5925.823242
	Iteration 23Q: 3 clusters Score -1.235825e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 153722 members 
Entering Unmasked Estep 
Score: -12358290.000000 Penalty: 5925.823242
	Iteration 24Q: 3 clusters Score -1.235829e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 153744 members 
Entering Unmasked Estep 
Score: -12358298.000000 Penalty: 5925.823242
	Iteration 25Q: 3 clusters Score -1.23583e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 153755 members 
Entering Unmasked Estep 
Score: -12358325.000000 Penalty: 5925.823242
	Iteration 26Q: 3 clusters Score -1.235832e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 153764 members 
Entering Unmasked Estep 
Score: -12358323.000000 Penalty: 5925.823242
	Iteration 27Q: 3 clusters Score -1.235832e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 153769 members 
Entering Unmasked Estep 
Score: -12358334.000000 Penalty: 5925.823242
	Iteration 28Q: 3 clusters Score -1.235833e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 153773 members 
Entering Unmasked Estep 
Score: -12358333.000000 Penalty: 5925.823242
	Iteration 29Q: 3 clusters Score -1.235833e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 153774 members 
Entering Unmasked Estep 
Score: -12358340.000000 Penalty: 5925.823242
	Iteration 30Q: 3 clusters Score -1.235834e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 153772 members 
Entering Unmasked Estep 
Score: -12358340.000000 Penalty: 5925.823242
	Iteration 31Q: 3 clusters Score -1.235834e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 153772 members 
Entering Unmasked Estep 
Score: -12358352.000000 Penalty: 5925.823242
	Iteration 32Q: 3 clusters Score -1.235835e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 153776 members 
Entering Unmasked Estep 
Score: -12358343.000000 Penalty: 5925.823242
	Iteration 33Q: 3 clusters Score -1.235834e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 153784 members 
Entering Unmasked Estep 
Score: -12358339.000000 Penalty: 5925.823242
	Iteration 34Q: 3 clusters Score -1.235834e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 153788 members 
Entering Unmasked Estep 
Score: -12358360.000000 Penalty: 5925.823242
	Iteration 35Q: 3 clusters Score -1.235836e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 153791 members 
Entering Unmasked Estep 
Score: -12358361.000000 Penalty: 5925.823242
	Iteration 36Q: 3 clusters Score -1.235836e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 153788 members 
Entering Unmasked Estep 
Score: -12358364.000000 Penalty: 5925.823242
	Iteration 37Q: 3 clusters Score -1.235836e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 153786 members 
Entering Unmasked Estep 
Score: -12358357.000000 Penalty: 5925.823242
	Iteration 38Q: 3 clusters Score -1.235836e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 153785 members 
Entering Unmasked Estep 
Score: -12358357.000000 Penalty: 5925.823242
	Iteration 39Q: 3 clusters Score -1.235836e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 153785 members 
Entering Unmasked Estep 
Score: -12358365.000000 Penalty: 5925.823242
	Iteration 40F: 3 clusters Score -1.235836e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (117420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117420 members 
Entering Unmasked Estep 
Score: -9354459.000000 Penalty: 2895.031006
	Iteration 0F: 2 clusters Score -9354459 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58453 members 
Mstep: Class 2 contains 58967 members 
Entering Unmasked Estep 
Score: -9276073.000000 Penalty: 5790.062012
	Iteration 0F: 3 clusters Score -9276073 nChanged 55875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54930 members 
Mstep: Class 2 contains 62490 members 
Entering Unmasked Estep 
Score: -9308993.000000 Penalty: 5790.062012
	Iteration 1F: 3 clusters Score -9308993 nChanged 5065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52781 members 
Mstep: Class 2 contains 64639 members 
Entering Unmasked Estep 
Score: -9310951.000000 Penalty: 5790.062012
	Iteration 2Q: 3 clusters Score -9310951 nChanged 5835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49804 members 
Mstep: Class 2 contains 67616 members 
Entering Unmasked Estep 
Score: -9313935.000000 Penalty: 5790.062012
	Iteration 3Q: 3 clusters Score -9313935 nChanged 6898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45906 members 
Mstep: Class 2 contains 71514 members 
Entering Unmasked Estep 
Score: -9318305.000000 Penalty: 5790.062012
	Iteration 4F: 3 clusters Score -9318305 nChanged 7487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41545 members 
Mstep: Class 2 contains 75875 members 
Entering Unmasked Estep 
Score: -9323761.000000 Penalty: 5790.062012
	Iteration 5F: 3 clusters Score -9323761 nChanged 7584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37395 members 
Mstep: Class 2 contains 80025 members 
Entering Unmasked Estep 
Score: -9329721.000000 Penalty: 5790.062012
	Iteration 6F: 3 clusters Score -9329721 nChanged 7029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34188 members 
Mstep: Class 2 contains 83232 members 
Entering Unmasked Estep 
Score: -9335037.000000 Penalty: 5790.062012
	Iteration 7F: 3 clusters Score -9335037 nChanged 5971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32213 members 
Mstep: Class 2 contains 85207 members 
Entering Unmasked Estep 
Score: -9339247.000000 Penalty: 5790.062012
	Iteration 8F: 3 clusters Score -9339247 nChanged 4658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31069 members 
Mstep: Class 2 contains 86351 members 
Entering Unmasked Estep 
Score: -9341666.000000 Penalty: 5790.062012
	Iteration 9Q: 3 clusters Score -9341666 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30287 members 
Mstep: Class 2 contains 87133 members 
Entering Unmasked Estep 
Score: -9342909.000000 Penalty: 5790.062012
	Iteration 10Q: 3 clusters Score -9342909 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29651 members 
Mstep: Class 2 contains 87769 members 
Entering Unmasked Estep 
Score: -9343545.000000 Penalty: 5790.062012
	Iteration 11Q: 3 clusters Score -9343545 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29099 members 
Mstep: Class 2 contains 88321 members 
Entering Unmasked Estep 
Score: -9343981.000000 Penalty: 5790.062012
	Iteration 12Q: 3 clusters Score -9343981 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28509 members 
Mstep: Class 2 contains 88911 members 
Entering Unmasked Estep 
Score: -9344203.000000 Penalty: 5790.062012
	Iteration 13Q: 3 clusters Score -9344203 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27976 members 
Mstep: Class 2 contains 89444 members 
Entering Unmasked Estep 
Score: -9344381.000000 Penalty: 5790.062012
	Iteration 14Q: 3 clusters Score -9344381 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27417 members 
Mstep: Class 2 contains 90003 members 
Entering Unmasked Estep 
Score: -9344571.000000 Penalty: 5790.062012
	Iteration 15Q: 3 clusters Score -9344571 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26860 members 
Mstep: Class 2 contains 90560 members 
Entering Unmasked Estep 
Score: -9344685.000000 Penalty: 5790.062012
	Iteration 16Q: 3 clusters Score -9344685 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26331 members 
Mstep: Class 2 contains 91089 members 
Entering Unmasked Estep 
Score: -9344846.000000 Penalty: 5790.062012
	Iteration 17Q: 3 clusters Score -9344846 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25756 members 
Mstep: Class 2 contains 91664 members 
Entering Unmasked Estep 
Score: -9344944.000000 Penalty: 5790.062012
	Iteration 18Q: 3 clusters Score -9344944 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25149 members 
Mstep: Class 2 contains 92271 members 
Entering Unmasked Estep 
Score: -9345017.000000 Penalty: 5790.062012
	Iteration 19Q: 3 clusters Score -9345017 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24496 members 
Mstep: Class 2 contains 92924 members 
Entering Unmasked Estep 
Score: -9345147.000000 Penalty: 5790.062012
	Iteration 20F: 3 clusters Score -9345147 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 93616 members 
Entering Unmasked Estep 
Score: -9345285.000000 Penalty: 5790.062012
	Iteration 21Q: 3 clusters Score -9345285 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23060 members 
Mstep: Class 2 contains 94360 members 
Entering Unmasked Estep 
Score: -9345430.000000 Penalty: 5790.062012
	Iteration 22Q: 3 clusters Score -9345430 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22276 members 
Mstep: Class 2 contains 95144 members 
Entering Unmasked Estep 
Score: -9345656.000000 Penalty: 5790.062012
	Iteration 23Q: 3 clusters Score -9345656 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21429 members 
Mstep: Class 2 contains 95991 members 
Entering Unmasked Estep 
Score: -9345876.000000 Penalty: 5790.062012
	Iteration 24Q: 3 clusters Score -9345876 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20506 members 
Mstep: Class 2 contains 96914 members 
Entering Unmasked Estep 
Score: -9346053.000000 Penalty: 5790.062012
	Iteration 25Q: 3 clusters Score -9346053 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19556 members 
Mstep: Class 2 contains 97864 members 
Entering Unmasked Estep 
Score: -9346295.000000 Penalty: 5790.062012
	Iteration 26Q: 3 clusters Score -9346295 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18614 members 
Mstep: Class 2 contains 98806 members 
Entering Unmasked Estep 
Score: -9346567.000000 Penalty: 5790.062012
	Iteration 27Q: 3 clusters Score -9346567 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17652 members 
Mstep: Class 2 contains 99768 members 
Entering Unmasked Estep 
Score: -9346801.000000 Penalty: 5790.062012
	Iteration 28Q: 3 clusters Score -9346801 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 100729 members 
Entering Unmasked Estep 
Score: -9347027.000000 Penalty: 5790.062012
	Iteration 29Q: 3 clusters Score -9347027 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 101751 members 
Entering Unmasked Estep 
Score: -9347364.000000 Penalty: 5790.062012
	Iteration 30Q: 3 clusters Score -9347364 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 102783 members 
Entering Unmasked Estep 
Score: -9347746.000000 Penalty: 5790.062012
	Iteration 31Q: 3 clusters Score -9347746 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 103897 members 
Entering Unmasked Estep 
Score: -9348154.000000 Penalty: 5790.062012
	Iteration 32Q: 3 clusters Score -9348154 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 105045 members 
Entering Unmasked Estep 
Score: -9348554.000000 Penalty: 5790.062012
	Iteration 33Q: 3 clusters Score -9348554 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 106170 members 
Entering Unmasked Estep 
Score: -9349029.000000 Penalty: 5790.062012
	Iteration 34Q: 3 clusters Score -9349029 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 107272 members 
Entering Unmasked Estep 
Score: -9349595.000000 Penalty: 5790.062012
	Iteration 35Q: 3 clusters Score -9349595 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 108360 members 
Entering Unmasked Estep 
Score: -9350365.000000 Penalty: 5790.062012
	Iteration 36Q: 3 clusters Score -9350365 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 109309 members 
Entering Unmasked Estep 
Score: -9351271.000000 Penalty: 5790.062012
	Iteration 37Q: 3 clusters Score -9351271 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 110108 members 
Entering Unmasked Estep 
Score: -9352370.000000 Penalty: 5790.062012
	Iteration 38Q: 3 clusters Score -9352370 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 110569 members 
Entering Unmasked Estep 
Score: -9353183.000000 Penalty: 5790.062012
	Iteration 39Q: 3 clusters Score -9353183 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 110782 members 
Entering Unmasked Estep 
Score: -9353529.000000 Penalty: 5790.062012
	Iteration 40F: 3 clusters Score -9353529 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 110840 members 
Entering Unmasked Estep 
Score: -9353684.000000 Penalty: 5790.062012
	Iteration 41Q: 3 clusters Score -9353684 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 110842 members 
Entering Unmasked Estep 
Score: -9353752.000000 Penalty: 5790.062012
	Iteration 42Q: 3 clusters Score -9353752 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 110812 members 
Entering Unmasked Estep 
Score: -9353781.000000 Penalty: 5790.062012
	Iteration 43Q: 3 clusters Score -9353781 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 110761 members 
Entering Unmasked Estep 
Score: -9353808.000000 Penalty: 5790.062012
	Iteration 44Q: 3 clusters Score -9353808 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 110691 members 
Entering Unmasked Estep 
Score: -9353882.000000 Penalty: 5790.062012
	Iteration 45Q: 3 clusters Score -9353882 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 110629 members 
Entering Unmasked Estep 
Score: -9353896.000000 Penalty: 5790.062012
	Iteration 46Q: 3 clusters Score -9353896 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 110565 members 
Entering Unmasked Estep 
Score: -9353924.000000 Penalty: 5790.062012
	Iteration 47Q: 3 clusters Score -9353924 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 110503 members 
Entering Unmasked Estep 
Score: -9353916.000000 Penalty: 5790.062012
	Iteration 48Q: 3 clusters Score -9353916 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 110445 members 
Entering Unmasked Estep 
Score: -9353924.000000 Penalty: 5790.062012
	Iteration 49Q: 3 clusters Score -9353924 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 110387 members 
Entering Unmasked Estep 
Score: -9353957.000000 Penalty: 5790.062012
	Iteration 50Q: 3 clusters Score -9353957 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 110322 members 
Entering Unmasked Estep 
Score: -9353976.000000 Penalty: 5790.062012
	Iteration 51Q: 3 clusters Score -9353976 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 110255 members 
Entering Unmasked Estep 
Score: -9353970.000000 Penalty: 5790.062012
	Iteration 52Q: 3 clusters Score -9353970 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 110186 members 
Entering Unmasked Estep 
Score: -9353973.000000 Penalty: 5790.062012
	Iteration 53Q: 3 clusters Score -9353973 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 110121 members 
Entering Unmasked Estep 
Score: -9353981.000000 Penalty: 5790.062012
	Iteration 54Q: 3 clusters Score -9353981 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 110059 members 
Entering Unmasked Estep 
Score: -9354002.000000 Penalty: 5790.062012
	Iteration 55Q: 3 clusters Score -9354002 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 109999 members 
Entering Unmasked Estep 
Score: -9354004.000000 Penalty: 5790.062012
	Iteration 56Q: 3 clusters Score -9354004 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 109939 members 
Entering Unmasked Estep 
Score: -9354002.000000 Penalty: 5790.062012
	Iteration 57Q: 3 clusters Score -9354002 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 109884 members 
Entering Unmasked Estep 
Score: -9354018.000000 Penalty: 5790.062012
	Iteration 58Q: 3 clusters Score -9354018 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 109828 members 
Entering Unmasked Estep 
Score: -9354029.000000 Penalty: 5790.062012
	Iteration 59Q: 3 clusters Score -9354029 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 109785 members 
Entering Unmasked Estep 
Score: -9354030.000000 Penalty: 5790.062012
	Iteration 60F: 3 clusters Score -9354030 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 109739 members 
Entering Unmasked Estep 
Score: -9354043.000000 Penalty: 5790.062012
	Iteration 61Q: 3 clusters Score -9354043 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 109694 members 
Entering Unmasked Estep 
Score: -9354019.000000 Penalty: 5790.062012
	Iteration 62Q: 3 clusters Score -9354019 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 109661 members 
Entering Unmasked Estep 
Score: -9354046.000000 Penalty: 5790.062012
	Iteration 63Q: 3 clusters Score -9354046 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 109633 members 
Entering Unmasked Estep 
Score: -9354040.000000 Penalty: 5790.062012
	Iteration 64Q: 3 clusters Score -9354040 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 109599 members 
Entering Unmasked Estep 
Score: -9354057.000000 Penalty: 5790.062012
	Iteration 65Q: 3 clusters Score -9354057 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 109566 members 
Entering Unmasked Estep 
Score: -9354040.000000 Penalty: 5790.062012
	Iteration 66Q: 3 clusters Score -9354040 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 109530 members 
Entering Unmasked Estep 
Score: -9354054.000000 Penalty: 5790.062012
	Iteration 67Q: 3 clusters Score -9354054 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 109491 members 
Entering Unmasked Estep 
Score: -9354060.000000 Penalty: 5790.062012
	Iteration 68Q: 3 clusters Score -9354060 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 109461 members 
Entering Unmasked Estep 
Score: -9354063.000000 Penalty: 5790.062012
	Iteration 69Q: 3 clusters Score -9354063 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 109437 members 
Entering Unmasked Estep 
Score: -9354083.000000 Penalty: 5790.062012
	Iteration 70Q: 3 clusters Score -9354083 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 109403 members 
Entering Unmasked Estep 
Score: -9354077.000000 Penalty: 5790.062012
	Iteration 71Q: 3 clusters Score -9354077 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 109370 members 
Entering Unmasked Estep 
Score: -9354085.000000 Penalty: 5790.062012
	Iteration 72Q: 3 clusters Score -9354085 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 109345 members 
Entering Unmasked Estep 
Score: -9354074.000000 Penalty: 5790.062012
	Iteration 73Q: 3 clusters Score -9354074 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 109314 members 
Entering Unmasked Estep 
Score: -9354054.000000 Penalty: 5790.062012
	Iteration 74Q: 3 clusters Score -9354054 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 109277 members 
Entering Unmasked Estep 
Score: -9354061.000000 Penalty: 5790.062012
	Iteration 75Q: 3 clusters Score -9354061 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 109243 members 
Entering Unmasked Estep 
Score: -9354069.000000 Penalty: 5790.062012
	Iteration 76Q: 3 clusters Score -9354069 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 109214 members 
Entering Unmasked Estep 
Score: -9354085.000000 Penalty: 5790.062012
	Iteration 77Q: 3 clusters Score -9354085 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 109176 members 
Entering Unmasked Estep 
Score: -9354078.000000 Penalty: 5790.062012
	Iteration 78Q: 3 clusters Score -9354078 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 109136 members 
Entering Unmasked Estep 
Score: -9354072.000000 Penalty: 5790.062012
	Iteration 79Q: 3 clusters Score -9354072 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 109106 members 
Entering Unmasked Estep 
Score: -9354083.000000 Penalty: 5790.062012
	Iteration 80F: 3 clusters Score -9354083 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 109076 members 
Entering Unmasked Estep 
Score: -9354073.000000 Penalty: 5790.062012
	Iteration 81Q: 3 clusters Score -9354073 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 109047 members 
Entering Unmasked Estep 
Score: -9354066.000000 Penalty: 5790.062012
	Iteration 82Q: 3 clusters Score -9354066 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 109019 members 
Entering Unmasked Estep 
Score: -9354067.000000 Penalty: 5790.062012
	Iteration 83Q: 3 clusters Score -9354067 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 108990 members 
Entering Unmasked Estep 
Score: -9354064.000000 Penalty: 5790.062012
	Iteration 84Q: 3 clusters Score -9354064 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 108961 members 
Entering Unmasked Estep 
Score: -9354051.000000 Penalty: 5790.062012
	Iteration 85Q: 3 clusters Score -9354051 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 108934 members 
Entering Unmasked Estep 
Score: -9354066.000000 Penalty: 5790.062012
	Iteration 86Q: 3 clusters Score -9354066 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 108899 members 
Entering Unmasked Estep 
Score: -9354058.000000 Penalty: 5790.062012
	Iteration 87Q: 3 clusters Score -9354058 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 108868 members 
Entering Unmasked Estep 
Score: -9354077.000000 Penalty: 5790.062012
	Iteration 88Q: 3 clusters Score -9354077 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 108840 members 
Entering Unmasked Estep 
Score: -9354076.000000 Penalty: 5790.062012
	Iteration 89Q: 3 clusters Score -9354076 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 108818 members 
Entering Unmasked Estep 
Score: -9354091.000000 Penalty: 5790.062012
	Iteration 90Q: 3 clusters Score -9354091 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 108798 members 
Entering Unmasked Estep 
Score: -9354073.000000 Penalty: 5790.062012
	Iteration 91Q: 3 clusters Score -9354073 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 108777 members 
Entering Unmasked Estep 
Score: -9354072.000000 Penalty: 5790.062012
	Iteration 92Q: 3 clusters Score -9354072 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 108758 members 
Entering Unmasked Estep 
Score: -9354057.000000 Penalty: 5790.062012
	Iteration 93Q: 3 clusters Score -9354057 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 108732 members 
Entering Unmasked Estep 
Score: -9354076.000000 Penalty: 5790.062012
	Iteration 94Q: 3 clusters Score -9354076 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 108711 members 
Entering Unmasked Estep 
Score: -9354086.000000 Penalty: 5790.062012
	Iteration 95Q: 3 clusters Score -9354086 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 108683 members 
Entering Unmasked Estep 
Score: -9354090.000000 Penalty: 5790.062012
	Iteration 96Q: 3 clusters Score -9354090 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 108660 members 
Entering Unmasked Estep 
Score: -9354107.000000 Penalty: 5790.062012
	Iteration 97Q: 3 clusters Score -9354107 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 108633 members 
Entering Unmasked Estep 
Score: -9354098.000000 Penalty: 5790.062012
	Iteration 98Q: 3 clusters Score -9354098 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 108612 members 
Entering Unmasked Estep 
Score: -9354095.000000 Penalty: 5790.062012
	Iteration 99Q: 3 clusters Score -9354095 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 108596 members 
Entering Unmasked Estep 
Score: -9354086.000000 Penalty: 5790.062012
	Iteration 100F: 3 clusters Score -9354086 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 108577 members 
Entering Unmasked Estep 
Score: -9354097.000000 Penalty: 5790.062012
	Iteration 101Q: 3 clusters Score -9354097 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 108563 members 
Entering Unmasked Estep 
Score: -9354085.000000 Penalty: 5790.062012
	Iteration 102Q: 3 clusters Score -9354085 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 108545 members 
Entering Unmasked Estep 
Score: -9354073.000000 Penalty: 5790.062012
	Iteration 103Q: 3 clusters Score -9354073 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 108525 members 
Entering Unmasked Estep 
Score: -9354066.000000 Penalty: 5790.062012
	Iteration 104Q: 3 clusters Score -9354066 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 108495 members 
Entering Unmasked Estep 
Score: -9354075.000000 Penalty: 5790.062012
	Iteration 105Q: 3 clusters Score -9354075 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 108463 members 
Entering Unmasked Estep 
Score: -9354083.000000 Penalty: 5790.062012
	Iteration 106Q: 3 clusters Score -9354083 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 108428 members 
Entering Unmasked Estep 
Score: -9354093.000000 Penalty: 5790.062012
	Iteration 107Q: 3 clusters Score -9354093 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 108394 members 
Entering Unmasked Estep 
Score: -9354111.000000 Penalty: 5790.062012
	Iteration 108Q: 3 clusters Score -9354111 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 108366 members 
Entering Unmasked Estep 
Score: -9354092.000000 Penalty: 5790.062012
	Iteration 109Q: 3 clusters Score -9354092 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 108347 members 
Entering Unmasked Estep 
Score: -9354088.000000 Penalty: 5790.062012
	Iteration 110Q: 3 clusters Score -9354088 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 108332 members 
Entering Unmasked Estep 
Score: -9354102.000000 Penalty: 5790.062012
	Iteration 111Q: 3 clusters Score -9354102 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 108321 members 
Entering Unmasked Estep 
Score: -9354096.000000 Penalty: 5790.062012
	Iteration 112Q: 3 clusters Score -9354096 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 108310 members 
Entering Unmasked Estep 
Score: -9354100.000000 Penalty: 5790.062012
	Iteration 113Q: 3 clusters Score -9354100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 108302 members 
Entering Unmasked Estep 
Score: -9354092.000000 Penalty: 5790.062012
	Iteration 114Q: 3 clusters Score -9354092 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 108292 members 
Entering Unmasked Estep 
Score: -9354096.000000 Penalty: 5790.062012
	Iteration 115Q: 3 clusters Score -9354096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 108287 members 
Entering Unmasked Estep 
Score: -9354105.000000 Penalty: 5790.062012
	Iteration 116Q: 3 clusters Score -9354105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 108282 members 
Entering Unmasked Estep 
Score: -9354096.000000 Penalty: 5790.062012
	Iteration 117Q: 3 clusters Score -9354096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 108277 members 
Entering Unmasked Estep 
Score: -9354113.000000 Penalty: 5790.062012
	Iteration 118Q: 3 clusters Score -9354113 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 108273 members 
Entering Unmasked Estep 
Score: -9354114.000000 Penalty: 5790.062012
	Iteration 119Q: 3 clusters Score -9354114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 108272 members 
Entering Unmasked Estep 
Score: -9354106.000000 Penalty: 5790.062012
	Iteration 120F: 3 clusters Score -9354106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 108269 members 
Entering Unmasked Estep 
Score: -9354116.000000 Penalty: 5790.062012
	Iteration 121Q: 3 clusters Score -9354116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 108267 members 
Entering Unmasked Estep 
Score: -9354112.000000 Penalty: 5790.062012
	Iteration 122Q: 3 clusters Score -9354112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 108266 members 
Entering Unmasked Estep 
Score: -9354110.000000 Penalty: 5790.062012
	Iteration 123Q: 3 clusters Score -9354110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 108266 members 
Entering Unmasked Estep 
Score: -9354110.000000 Penalty: 5790.062012
	Iteration 124F: 3 clusters Score -9354110 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (73207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73207 members 
Entering Unmasked Estep 
Score: -5905736.500000 Penalty: 2777.859375
	Iteration 0F: 2 clusters Score -5905736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36596 members 
Mstep: Class 2 contains 36611 members 
Entering Unmasked Estep 
Score: -5856624.500000 Penalty: 5555.718750
	Iteration 0F: 3 clusters Score -5856624 nChanged 34310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35928 members 
Mstep: Class 2 contains 37279 members 
Entering Unmasked Estep 
Score: -5875817.000000 Penalty: 5555.718750
	Iteration 1F: 3 clusters Score -5875817 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35556 members 
Mstep: Class 2 contains 37651 members 
Entering Unmasked Estep 
Score: -5876420.500000 Penalty: 5555.718750
	Iteration 2Q: 3 clusters Score -5876420 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34907 members 
Mstep: Class 2 contains 38300 members 
Entering Unmasked Estep 
Score: -5877161.500000 Penalty: 5555.718750
	Iteration 3Q: 3 clusters Score -5877162 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33904 members 
Mstep: Class 2 contains 39303 members 
Entering Unmasked Estep 
Score: -5878213.500000 Penalty: 5555.718750
	Iteration 4Q: 3 clusters Score -5878214 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32385 members 
Mstep: Class 2 contains 40822 members 
Entering Unmasked Estep 
Score: -5879711.000000 Penalty: 5555.718750
	Iteration 5Q: 3 clusters Score -5879711 nChanged 4097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30164 members 
Mstep: Class 2 contains 43043 members 
Entering Unmasked Estep 
Score: -5881940.500000 Penalty: 5555.718750
	Iteration 6F: 3 clusters Score -5881940 nChanged 4766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27252 members 
Mstep: Class 2 contains 45955 members 
Entering Unmasked Estep 
Score: -5884921.500000 Penalty: 5555.718750
	Iteration 7F: 3 clusters Score -5884922 nChanged 5097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23795 members 
Mstep: Class 2 contains 49412 members 
Entering Unmasked Estep 
Score: -5888430.500000 Penalty: 5555.718750
	Iteration 8F: 3 clusters Score -5888430 nChanged 4869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20130 members 
Mstep: Class 2 contains 53077 members 
Entering Unmasked Estep 
Score: -5891735.500000 Penalty: 5555.718750
	Iteration 9F: 3 clusters Score -5891736 nChanged 4179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 56458 members 
Entering Unmasked Estep 
Score: -5894522.000000 Penalty: 5555.718750
	Iteration 10F: 3 clusters Score -5894522 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 59348 members 
Entering Unmasked Estep 
Score: -5896541.000000 Penalty: 5555.718750
	Iteration 11Q: 3 clusters Score -5896541 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 61788 members 
Entering Unmasked Estep 
Score: -5898111.000000 Penalty: 5555.718750
	Iteration 12Q: 3 clusters Score -5898111 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 63848 members 
Entering Unmasked Estep 
Score: -5899493.000000 Penalty: 5555.718750
	Iteration 13Q: 3 clusters Score -5899493 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 65569 members 
Entering Unmasked Estep 
Score: -5900731.000000 Penalty: 5555.718750
	Iteration 14Q: 3 clusters Score -5900731 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 66912 members 
Entering Unmasked Estep 
Score: -5901872.500000 Penalty: 5555.718750
	Iteration 15Q: 3 clusters Score -5901872 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 67897 members 
Entering Unmasked Estep 
Score: -5903043.000000 Penalty: 5555.718750
	Iteration 16Q: 3 clusters Score -5903043 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 68479 members 
Entering Unmasked Estep 
Score: -5904113.000000 Penalty: 5555.718750
	Iteration 17Q: 3 clusters Score -5904113 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 68704 members 
Entering Unmasked Estep 
Score: -5904765.000000 Penalty: 5555.718750
	Iteration 18Q: 3 clusters Score -5904765 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 68812 members 
Entering Unmasked Estep 
Score: -5905050.000000 Penalty: 5555.718750
	Iteration 19Q: 3 clusters Score -5905050 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 68856 members 
Entering Unmasked Estep 
Score: -5905185.500000 Penalty: 5555.718750
	Iteration 20F: 3 clusters Score -5905186 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 68894 members 
Entering Unmasked Estep 
Score: -5905235.000000 Penalty: 5555.718750
	Iteration 21Q: 3 clusters Score -5905235 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 68919 members 
Entering Unmasked Estep 
Score: -5905260.500000 Penalty: 5555.718750
	Iteration 22Q: 3 clusters Score -5905260 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 68962 members 
Entering Unmasked Estep 
Score: -5905311.000000 Penalty: 5555.718750
	Iteration 23Q: 3 clusters Score -5905311 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 69006 members 
Entering Unmasked Estep 
Score: -5905323.500000 Penalty: 5555.718750
	Iteration 24Q: 3 clusters Score -5905324 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 69042 members 
Entering Unmasked Estep 
Score: -5905334.000000 Penalty: 5555.718750
	Iteration 25Q: 3 clusters Score -5905334 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 69072 members 
Entering Unmasked Estep 
Score: -5905335.000000 Penalty: 5555.718750
	Iteration 26Q: 3 clusters Score -5905335 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 69095 members 
Entering Unmasked Estep 
Score: -5905337.500000 Penalty: 5555.718750
	Iteration 27Q: 3 clusters Score -5905338 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 69107 members 
Entering Unmasked Estep 
Score: -5905342.000000 Penalty: 5555.718750
	Iteration 28Q: 3 clusters Score -5905342 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 69115 members 
Entering Unmasked Estep 
Score: -5905337.000000 Penalty: 5555.718750
	Iteration 29Q: 3 clusters Score -5905337 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 69121 members 
Entering Unmasked Estep 
Score: -5905333.000000 Penalty: 5555.718750
	Iteration 30Q: 3 clusters Score -5905333 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 69124 members 
Entering Unmasked Estep 
Score: -5905333.500000 Penalty: 5555.718750
	Iteration 31Q: 3 clusters Score -5905334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 69126 members 
Entering Unmasked Estep 
Score: -5905332.000000 Penalty: 5555.718750
	Iteration 32Q: 3 clusters Score -5905332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 69127 members 
Entering Unmasked Estep 
Score: -5905336.000000 Penalty: 5555.718750
	Iteration 33Q: 3 clusters Score -5905336 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 69129 members 
Entering Unmasked Estep 
Score: -5905330.500000 Penalty: 5555.718750
	Iteration 34Q: 3 clusters Score -5905330 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 69135 members 
Entering Unmasked Estep 
Score: -5905326.000000 Penalty: 5555.718750
	Iteration 35Q: 3 clusters Score -5905326 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 69139 members 
Entering Unmasked Estep 
Score: -5905334.000000 Penalty: 5555.718750
	Iteration 36Q: 3 clusters Score -5905334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 69139 members 
Entering Unmasked Estep 
Score: -5905336.500000 Penalty: 5555.718750
	Iteration 37Q: 3 clusters Score -5905336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 69143 members 
Entering Unmasked Estep 
Score: -5905336.500000 Penalty: 5555.718750
	Iteration 38Q: 3 clusters Score -5905336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 69144 members 
Entering Unmasked Estep 
Score: -5905337.500000 Penalty: 5555.718750
	Iteration 39Q: 3 clusters Score -5905338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 69146 members 
Entering Unmasked Estep 
Score: -5905335.000000 Penalty: 5555.718750
	Iteration 40F: 3 clusters Score -5905335 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 69146 members 
Entering Unmasked Estep 
Score: -5905336.000000 Penalty: 5555.718750
	Iteration 41Q: 3 clusters Score -5905336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 69148 members 
Entering Unmasked Estep 
Score: -5905336.500000 Penalty: 5555.718750
	Iteration 42Q: 3 clusters Score -5905336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 69148 members 
Entering Unmasked Estep 
Score: -5905336.500000 Penalty: 5555.718750
	Iteration 43F: 3 clusters Score -5905336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (89082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89082 members 
Entering Unmasked Estep 
Score: -7205886.500000 Penalty: 2826.533447
	Iteration 0F: 2 clusters Score -7205886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44551 members 
Mstep: Class 2 contains 44531 members 
Entering Unmasked Estep 
Score: -7146568.000000 Penalty: 5653.066895
	Iteration 0F: 3 clusters Score -7146568 nChanged 41913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44986 members 
Mstep: Class 2 contains 44096 members 
Entering Unmasked Estep 
Score: -7170392.000000 Penalty: 5653.066895
	Iteration 1F: 3 clusters Score -7170392 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45089 members 
Mstep: Class 2 contains 43993 members 
Entering Unmasked Estep 
Score: -7171089.500000 Penalty: 5653.066895
	Iteration 2Q: 3 clusters Score -7171090 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45351 members 
Mstep: Class 2 contains 43731 members 
Entering Unmasked Estep 
Score: -7171973.000000 Penalty: 5653.066895
	Iteration 3Q: 3 clusters Score -7171973 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45729 members 
Mstep: Class 2 contains 43353 members 
Entering Unmasked Estep 
Score: -7172933.000000 Penalty: 5653.066895
	Iteration 4Q: 3 clusters Score -7172933 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46316 members 
Mstep: Class 2 contains 42766 members 
Entering Unmasked Estep 
Score: -7174131.000000 Penalty: 5653.066895
	Iteration 5Q: 3 clusters Score -7174131 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47283 members 
Mstep: Class 2 contains 41799 members 
Entering Unmasked Estep 
Score: -7175705.000000 Penalty: 5653.066895
	Iteration 6Q: 3 clusters Score -7175705 nChanged 4272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48721 members 
Mstep: Class 2 contains 40361 members 
Entering Unmasked Estep 
Score: -7177992.000000 Penalty: 5653.066895
	Iteration 7Q: 3 clusters Score -7177992 nChanged 4965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50676 members 
Mstep: Class 2 contains 38406 members 
Entering Unmasked Estep 
Score: -7181073.500000 Penalty: 5653.066895
	Iteration 8F: 3 clusters Score -7181074 nChanged 5328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52880 members 
Mstep: Class 2 contains 36202 members 
Entering Unmasked Estep 
Score: -7184795.500000 Penalty: 5653.066895
	Iteration 9F: 3 clusters Score -7184796 nChanged 5298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54824 members 
Mstep: Class 2 contains 34258 members 
Entering Unmasked Estep 
Score: -7188312.000000 Penalty: 5653.066895
	Iteration 10F: 3 clusters Score -7188312 nChanged 4451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56283 members 
Mstep: Class 2 contains 32799 members 
Entering Unmasked Estep 
Score: -7190675.000000 Penalty: 5653.066895
	Iteration 11Q: 3 clusters Score -7190675 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57567 members 
Mstep: Class 2 contains 31515 members 
Entering Unmasked Estep 
Score: -7191932.500000 Penalty: 5653.066895
	Iteration 12Q: 3 clusters Score -7191932 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58864 members 
Mstep: Class 2 contains 30218 members 
Entering Unmasked Estep 
Score: -7192670.500000 Penalty: 5653.066895
	Iteration 13Q: 3 clusters Score -7192670 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60171 members 
Mstep: Class 2 contains 28911 members 
Entering Unmasked Estep 
Score: -7193235.500000 Penalty: 5653.066895
	Iteration 14Q: 3 clusters Score -7193236 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61481 members 
Mstep: Class 2 contains 27601 members 
Entering Unmasked Estep 
Score: -7193725.500000 Penalty: 5653.066895
	Iteration 15Q: 3 clusters Score -7193726 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62795 members 
Mstep: Class 2 contains 26287 members 
Entering Unmasked Estep 
Score: -7194236.000000 Penalty: 5653.066895
	Iteration 16Q: 3 clusters Score -7194236 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64106 members 
Mstep: Class 2 contains 24976 members 
Entering Unmasked Estep 
Score: -7194725.000000 Penalty: 5653.066895
	Iteration 17Q: 3 clusters Score -7194725 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65445 members 
Mstep: Class 2 contains 23637 members 
Entering Unmasked Estep 
Score: -7195306.000000 Penalty: 5653.066895
	Iteration 18Q: 3 clusters Score -7195306 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66777 members 
Mstep: Class 2 contains 22305 members 
Entering Unmasked Estep 
Score: -7195867.000000 Penalty: 5653.066895
	Iteration 19Q: 3 clusters Score -7195867 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68104 members 
Mstep: Class 2 contains 20978 members 
Entering Unmasked Estep 
Score: -7196381.000000 Penalty: 5653.066895
	Iteration 20F: 3 clusters Score -7196381 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69441 members 
Mstep: Class 2 contains 19641 members 
Entering Unmasked Estep 
Score: -7196958.000000 Penalty: 5653.066895
	Iteration 21Q: 3 clusters Score -7196958 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70762 members 
Mstep: Class 2 contains 18320 members 
Entering Unmasked Estep 
Score: -7197491.000000 Penalty: 5653.066895
	Iteration 22Q: 3 clusters Score -7197491 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72008 members 
Mstep: Class 2 contains 17074 members 
Entering Unmasked Estep 
Score: -7197960.500000 Penalty: 5653.066895
	Iteration 23Q: 3 clusters Score -7197960 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73186 members 
Mstep: Class 2 contains 15896 members 
Entering Unmasked Estep 
Score: -7198400.500000 Penalty: 5653.066895
	Iteration 24Q: 3 clusters Score -7198400 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74380 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -7198877.000000 Penalty: 5653.066895
	Iteration 25Q: 3 clusters Score -7198877 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75522 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -7199327.500000 Penalty: 5653.066895
	Iteration 26Q: 3 clusters Score -7199328 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76663 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -7199729.500000 Penalty: 5653.066895
	Iteration 27Q: 3 clusters Score -7199730 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77703 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -7200074.000000 Penalty: 5653.066895
	Iteration 28Q: 3 clusters Score -7200074 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78726 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -7200488.000000 Penalty: 5653.066895
	Iteration 29Q: 3 clusters Score -7200488 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79680 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -7200817.000000 Penalty: 5653.066895
	Iteration 30Q: 3 clusters Score -7200817 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80592 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -7201172.000000 Penalty: 5653.066895
	Iteration 31Q: 3 clusters Score -7201172 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81476 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -7201527.000000 Penalty: 5653.066895
	Iteration 32Q: 3 clusters Score -7201527 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82253 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -7201892.000000 Penalty: 5653.066895
	Iteration 33Q: 3 clusters Score -7201892 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82965 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -7202192.500000 Penalty: 5653.066895
	Iteration 34Q: 3 clusters Score -7202192 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83640 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -7202417.500000 Penalty: 5653.066895
	Iteration 35Q: 3 clusters Score -7202418 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84257 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -7202683.500000 Penalty: 5653.066895
	Iteration 36Q: 3 clusters Score -7202684 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84738 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -7202874.000000 Penalty: 5653.066895
	Iteration 37Q: 3 clusters Score -7202874 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85149 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -7203005.000000 Penalty: 5653.066895
	Iteration 38Q: 3 clusters Score -7203005 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85481 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -7203161.000000 Penalty: 5653.066895
	Iteration 39Q: 3 clusters Score -7203161 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85785 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -7203280.500000 Penalty: 5653.066895
	Iteration 40F: 3 clusters Score -7203280 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86073 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -7203384.500000 Penalty: 5653.066895
	Iteration 41Q: 3 clusters Score -7203384 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86313 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -7203470.500000 Penalty: 5653.066895
	Iteration 42Q: 3 clusters Score -7203470 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86504 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -7203559.500000 Penalty: 5653.066895
	Iteration 43Q: 3 clusters Score -7203560 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86645 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -7203643.500000 Penalty: 5653.066895
	Iteration 44Q: 3 clusters Score -7203644 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86763 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -7203672.000000 Penalty: 5653.066895
	Iteration 45Q: 3 clusters Score -7203672 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86850 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -7203686.000000 Penalty: 5653.066895
	Iteration 46Q: 3 clusters Score -7203686 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86929 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -7203715.000000 Penalty: 5653.066895
	Iteration 47Q: 3 clusters Score -7203715 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87006 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -7203737.000000 Penalty: 5653.066895
	Iteration 48Q: 3 clusters Score -7203737 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87083 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -7203757.500000 Penalty: 5653.066895
	Iteration 49Q: 3 clusters Score -7203758 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87152 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -7203774.000000 Penalty: 5653.066895
	Iteration 50Q: 3 clusters Score -7203774 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87195 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -7203795.500000 Penalty: 5653.066895
	Iteration 51Q: 3 clusters Score -7203796 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87228 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -7203794.500000 Penalty: 5653.066895
	Iteration 52Q: 3 clusters Score -7203794 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87271 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -7203808.500000 Penalty: 5653.066895
	Iteration 53Q: 3 clusters Score -7203808 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87303 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -7203806.500000 Penalty: 5653.066895
	Iteration 54Q: 3 clusters Score -7203806 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87322 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -7203811.000000 Penalty: 5653.066895
	Iteration 55Q: 3 clusters Score -7203811 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87341 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -7203816.500000 Penalty: 5653.066895
	Iteration 56Q: 3 clusters Score -7203816 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87358 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -7203820.500000 Penalty: 5653.066895
	Iteration 57Q: 3 clusters Score -7203820 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87373 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -7203829.000000 Penalty: 5653.066895
	Iteration 58Q: 3 clusters Score -7203829 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87382 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -7203817.500000 Penalty: 5653.066895
	Iteration 59Q: 3 clusters Score -7203818 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87393 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -7203807.500000 Penalty: 5653.066895
	Iteration 60F: 3 clusters Score -7203808 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87405 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -7203826.000000 Penalty: 5653.066895
	Iteration 61Q: 3 clusters Score -7203826 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87419 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -7203825.500000 Penalty: 5653.066895
	Iteration 62Q: 3 clusters Score -7203826 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87431 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -7203828.500000 Penalty: 5653.066895
	Iteration 63Q: 3 clusters Score -7203828 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87442 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -7203830.500000 Penalty: 5653.066895
	Iteration 64Q: 3 clusters Score -7203830 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87449 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -7203835.000000 Penalty: 5653.066895
	Iteration 65Q: 3 clusters Score -7203835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87452 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -7203843.500000 Penalty: 5653.066895
	Iteration 66Q: 3 clusters Score -7203844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87455 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -7203832.500000 Penalty: 5653.066895
	Iteration 67Q: 3 clusters Score -7203832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87459 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -7203830.500000 Penalty: 5653.066895
	Iteration 68Q: 3 clusters Score -7203830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87464 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -7203832.000000 Penalty: 5653.066895
	Iteration 69Q: 3 clusters Score -7203832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87469 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -7203831.500000 Penalty: 5653.066895
	Iteration 70Q: 3 clusters Score -7203832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87472 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -7203838.000000 Penalty: 5653.066895
	Iteration 71Q: 3 clusters Score -7203838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87475 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -7203833.000000 Penalty: 5653.066895
	Iteration 72Q: 3 clusters Score -7203833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87477 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -7203833.000000 Penalty: 5653.066895
	Iteration 73Q: 3 clusters Score -7203833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87478 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -7203833.500000 Penalty: 5653.066895
	Iteration 74Q: 3 clusters Score -7203834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87478 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -7203833.500000 Penalty: 5653.066895
	Iteration 75F: 3 clusters Score -7203834 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Entering Unmasked Estep 
Score: -142331.265625 Penalty: 1901.106812
	Iteration 0F: 2 clusters Score -142331.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -139648.625000 Penalty: 3802.213623
	Iteration 0F: 3 clusters Score -139648.6 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -140324.593750 Penalty: 3802.213623
	Iteration 1F: 3 clusters Score -140324.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -140616.875000 Penalty: 3802.213623
	Iteration 2F: 3 clusters Score -140616.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -140801.656250 Penalty: 3802.213623
	Iteration 3F: 3 clusters Score -140801.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -140944.578125 Penalty: 3802.213623
	Iteration 4F: 3 clusters Score -140944.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -141064.187500 Penalty: 3802.213623
	Iteration 5Q: 3 clusters Score -141064.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -141176.500000 Penalty: 3802.213623
	Iteration 6Q: 3 clusters Score -141176.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -141303.015625 Penalty: 3802.213623
	Iteration 7Q: 3 clusters Score -141303 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -141394.718750 Penalty: 3802.213623
	Iteration 8Q: 3 clusters Score -141394.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -141474.531250 Penalty: 3802.213623
	Iteration 9Q: 3 clusters Score -141474.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -141527.968750 Penalty: 3802.213623
	Iteration 10Q: 3 clusters Score -141528 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -141564.671875 Penalty: 3802.213623
	Iteration 11Q: 3 clusters Score -141564.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -141587.562500 Penalty: 3802.213623
	Iteration 12Q: 3 clusters Score -141587.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -141599.140625 Penalty: 3802.213623
	Iteration 13Q: 3 clusters Score -141599.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -141607.453125 Penalty: 3802.213623
	Iteration 14Q: 3 clusters Score -141607.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -141611.015625 Penalty: 3802.213623
	Iteration 15Q: 3 clusters Score -141611 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -141614.296875 Penalty: 3802.213623
	Iteration 16Q: 3 clusters Score -141614.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -141618.968750 Penalty: 3802.213623
	Iteration 17Q: 3 clusters Score -141619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -141621.796875 Penalty: 3802.213623
	Iteration 18Q: 3 clusters Score -141621.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -141624.203125 Penalty: 3802.213623
	Iteration 19Q: 3 clusters Score -141624.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -141627.750000 Penalty: 3802.213623
	Iteration 20F: 3 clusters Score -141627.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -141630.171875 Penalty: 3802.213623
	Iteration 21Q: 3 clusters Score -141630.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -141630.828125 Penalty: 3802.213623
	Iteration 22Q: 3 clusters Score -141630.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -141631.171875 Penalty: 3802.213623
	Iteration 23Q: 3 clusters Score -141631.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -141632.906250 Penalty: 3802.213623
	Iteration 24Q: 3 clusters Score -141632.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -141633.578125 Penalty: 3802.213623
	Iteration 25Q: 3 clusters Score -141633.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -141633.578125 Penalty: 3802.213623
	Iteration 26F: 3 clusters Score -141633.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (27445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27445 members 
Entering Unmasked Estep 
Score: -2106072.250000 Penalty: 2534.544922
	Iteration 0F: 2 clusters Score -2106072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -2087190.625000 Penalty: 5069.089844
	Iteration 0F: 3 clusters Score -2087191 nChanged 12351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -2093902.125000 Penalty: 5069.089844
	Iteration 1F: 3 clusters Score -2093902 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -2094618.625000 Penalty: 5069.089844
	Iteration 2F: 3 clusters Score -2094619 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -2095409.750000 Penalty: 5069.089844
	Iteration 3F: 3 clusters Score -2095410 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -2096294.500000 Penalty: 5069.089844
	Iteration 4F: 3 clusters Score -2096294 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -2097176.500000 Penalty: 5069.089844
	Iteration 5F: 3 clusters Score -2097176 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -2098091.000000 Penalty: 5069.089844
	Iteration 6F: 3 clusters Score -2098091 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -2099140.000000 Penalty: 5069.089844
	Iteration 7F: 3 clusters Score -2099140 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16683 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -2100195.500000 Penalty: 5069.089844
	Iteration 8F: 3 clusters Score -2100196 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17733 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -2101242.250000 Penalty: 5069.089844
	Iteration 9F: 3 clusters Score -2101242 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18772 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -2102221.250000 Penalty: 5069.089844
	Iteration 10Q: 3 clusters Score -2102221 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19722 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -2103086.250000 Penalty: 5069.089844
	Iteration 11Q: 3 clusters Score -2103086 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20472 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -2103670.250000 Penalty: 5069.089844
	Iteration 12Q: 3 clusters Score -2103670 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21117 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -2104099.000000 Penalty: 5069.089844
	Iteration 13Q: 3 clusters Score -2104099 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21674 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -2104396.250000 Penalty: 5069.089844
	Iteration 14Q: 3 clusters Score -2104396 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22113 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -2104629.500000 Penalty: 5069.089844
	Iteration 15Q: 3 clusters Score -2104630 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22524 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -2104832.500000 Penalty: 5069.089844
	Iteration 16Q: 3 clusters Score -2104832 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22867 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -2104970.750000 Penalty: 5069.089844
	Iteration 17Q: 3 clusters Score -2104971 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23170 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -2105099.750000 Penalty: 5069.089844
	Iteration 18Q: 3 clusters Score -2105100 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23462 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -2105244.500000 Penalty: 5069.089844
	Iteration 19Q: 3 clusters Score -2105244 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23731 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -2105394.000000 Penalty: 5069.089844
	Iteration 20F: 3 clusters Score -2105394 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23963 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -2105514.000000 Penalty: 5069.089844
	Iteration 21Q: 3 clusters Score -2105514 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24166 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -2105602.500000 Penalty: 5069.089844
	Iteration 22Q: 3 clusters Score -2105602 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24334 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -2105666.750000 Penalty: 5069.089844
	Iteration 23Q: 3 clusters Score -2105667 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24489 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -2105732.250000 Penalty: 5069.089844
	Iteration 24Q: 3 clusters Score -2105732 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24631 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -2105793.000000 Penalty: 5069.089844
	Iteration 25Q: 3 clusters Score -2105793 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24759 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -2105847.750000 Penalty: 5069.089844
	Iteration 26Q: 3 clusters Score -2105848 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24859 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -2105884.000000 Penalty: 5069.089844
	Iteration 27Q: 3 clusters Score -2105884 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24954 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -2105925.000000 Penalty: 5069.089844
	Iteration 28Q: 3 clusters Score -2105925 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25039 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -2105951.000000 Penalty: 5069.089844
	Iteration 29Q: 3 clusters Score -2105951 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25100 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -2105978.250000 Penalty: 5069.089844
	Iteration 30Q: 3 clusters Score -2105978 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25165 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -2105992.750000 Penalty: 5069.089844
	Iteration 31Q: 3 clusters Score -2105993 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25220 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -2106014.500000 Penalty: 5069.089844
	Iteration 32Q: 3 clusters Score -2106014 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25264 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -2106025.000000 Penalty: 5069.089844
	Iteration 33Q: 3 clusters Score -2106025 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25300 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -2106038.000000 Penalty: 5069.089844
	Iteration 34Q: 3 clusters Score -2106038 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25335 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -2106051.000000 Penalty: 5069.089844
	Iteration 35Q: 3 clusters Score -2106051 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25365 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -2106060.750000 Penalty: 5069.089844
	Iteration 36Q: 3 clusters Score -2106061 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25406 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -2106074.000000 Penalty: 5069.089844
	Iteration 37Q: 3 clusters Score -2106074 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25444 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -2106089.750000 Penalty: 5069.089844
	Iteration 38Q: 3 clusters Score -2106090 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25481 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -2106105.250000 Penalty: 5069.089844
	Iteration 39Q: 3 clusters Score -2106105 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25515 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -2106121.250000 Penalty: 5069.089844
	Iteration 40F: 3 clusters Score -2106121 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25547 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -2106135.000000 Penalty: 5069.089844
	Iteration 41Q: 3 clusters Score -2106135 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25572 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -2106140.750000 Penalty: 5069.089844
	Iteration 42Q: 3 clusters Score -2106141 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25594 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -2106153.750000 Penalty: 5069.089844
	Iteration 43Q: 3 clusters Score -2106154 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25613 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -2106153.500000 Penalty: 5069.089844
	Iteration 44Q: 3 clusters Score -2106154 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25627 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -2106158.250000 Penalty: 5069.089844
	Iteration 45Q: 3 clusters Score -2106158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25634 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -2106162.750000 Penalty: 5069.089844
	Iteration 46Q: 3 clusters Score -2106163 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25644 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -2106166.250000 Penalty: 5069.089844
	Iteration 47Q: 3 clusters Score -2106166 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25657 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -2106175.000000 Penalty: 5069.089844
	Iteration 48Q: 3 clusters Score -2106175 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25669 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -2106182.750000 Penalty: 5069.089844
	Iteration 49Q: 3 clusters Score -2106183 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25679 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -2106180.250000 Penalty: 5069.089844
	Iteration 50Q: 3 clusters Score -2106180 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25686 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -2106187.250000 Penalty: 5069.089844
	Iteration 51Q: 3 clusters Score -2106187 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25692 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -2106187.250000 Penalty: 5069.089844
	Iteration 52Q: 3 clusters Score -2106187 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25696 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -2106187.000000 Penalty: 5069.089844
	Iteration 53Q: 3 clusters Score -2106187 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25700 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -2106187.250000 Penalty: 5069.089844
	Iteration 54Q: 3 clusters Score -2106187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25702 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -2106186.000000 Penalty: 5069.089844
	Iteration 55Q: 3 clusters Score -2106186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25703 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -2106186.250000 Penalty: 5069.089844
	Iteration 56Q: 3 clusters Score -2106186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25703 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -2106186.250000 Penalty: 5069.089844
	Iteration 57F: 3 clusters Score -2106186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 3142 members 
Mstep: Class 3 contains 84203 members 
Mstep: Class 4 contains 3486 members 
Mstep: Class 5 contains 369398 members 
Mstep: Class 6 contains 4449 members 
Mstep: Class 7 contains 6222 members 
Mstep: Class 8 contains 6738 members 
Mstep: Class 9 contains 5230 members 
Mstep: Class 10 contains 28300 members 
Mstep: Class 11 contains 219320 members 
Mstep: Class 12 contains 50203 members 
Mstep: Class 13 contains 154388 members 
Mstep: Class 14 contains 117420 members 
Mstep: Class 15 contains 73207 members 
Mstep: Class 16 contains 89082 members 
Mstep: Class 17 contains 2134 members 
Mstep: Class 18 contains 25703 members 
Mstep: Class 19 contains 4563 members 
Mstep: Class 20 contains 8471 members 
Mstep: Class 21 contains 45466 members 
Mstep: Class 22 contains 28729 members 
Mstep: Class 23 contains 9039 members 
Mstep: Class 24 contains 7673 members 
Mstep: Class 25 contains 24344 members 
Mstep: Class 26 contains 16093 members 
Mstep: Class 27 contains 6079 members 
Mstep: Class 28 contains 7812 members 
Mstep: Class 29 contains 3674 members 
Mstep: Class 30 contains 10041 members 
Mstep: Class 31 contains 25579 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 8072 members 
Mstep: Class 34 contains 1742 members 
Entering Unmasked Estep 
Score: -111974776.000000 Penalty: 119701.210938
Splitting cluster 18 changes total score from -111975808.000000 to -111974776.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (4563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Entering Unmasked Estep 
Score: -333020.718750 Penalty: 2089.582520
	Iteration 0F: 2 clusters Score -333020.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -328859.937500 Penalty: 4179.165039
	Iteration 0F: 3 clusters Score -328859.9 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -329981.593750 Penalty: 4179.165039
	Iteration 1F: 3 clusters Score -329981.6 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -330329.968750 Penalty: 4179.165039
	Iteration 2F: 3 clusters Score -330330 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -330649.906250 Penalty: 4179.165039
	Iteration 3F: 3 clusters Score -330649.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -330976.906250 Penalty: 4179.165039
	Iteration 4F: 3 clusters Score -330976.9 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -331354.000000 Penalty: 4179.165039
	Iteration 5F: 3 clusters Score -331354 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -331698.468750 Penalty: 4179.165039
	Iteration 6F: 3 clusters Score -331698.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -331944.968750 Penalty: 4179.165039
	Iteration 7F: 3 clusters Score -331945 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -332117.593750 Penalty: 4179.165039
	Iteration 8Q: 3 clusters Score -332117.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -332205.781250 Penalty: 4179.165039
	Iteration 9Q: 3 clusters Score -332205.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -332248.562500 Penalty: 4179.165039
	Iteration 10Q: 3 clusters Score -332248.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -332278.343750 Penalty: 4179.165039
	Iteration 11Q: 3 clusters Score -332278.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -332301.218750 Penalty: 4179.165039
	Iteration 12Q: 3 clusters Score -332301.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -332316.125000 Penalty: 4179.165039
	Iteration 13Q: 3 clusters Score -332316.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -332329.781250 Penalty: 4179.165039
	Iteration 14Q: 3 clusters Score -332329.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -332341.093750 Penalty: 4179.165039
	Iteration 15Q: 3 clusters Score -332341.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -332349.343750 Penalty: 4179.165039
	Iteration 16Q: 3 clusters Score -332349.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -332350.812500 Penalty: 4179.165039
	Iteration 17Q: 3 clusters Score -332350.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -332353.687500 Penalty: 4179.165039
	Iteration 18Q: 3 clusters Score -332353.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -332357.468750 Penalty: 4179.165039
	Iteration 19Q: 3 clusters Score -332357.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -332360.250000 Penalty: 4179.165039
	Iteration 20F: 3 clusters Score -332360.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -332362.468750 Penalty: 4179.165039
	Iteration 21Q: 3 clusters Score -332362.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -332363.437500 Penalty: 4179.165039
	Iteration 22Q: 3 clusters Score -332363.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -332364.718750 Penalty: 4179.165039
	Iteration 23Q: 3 clusters Score -332364.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -332367.406250 Penalty: 4179.165039
	Iteration 24Q: 3 clusters Score -332367.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -332368.843750 Penalty: 4179.165039
	Iteration 25Q: 3 clusters Score -332368.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -332370.656250 Penalty: 4179.165039
	Iteration 26Q: 3 clusters Score -332370.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -332372.500000 Penalty: 4179.165039
	Iteration 27Q: 3 clusters Score -332372.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -332374.250000 Penalty: 4179.165039
	Iteration 28Q: 3 clusters Score -332374.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -332375.500000 Penalty: 4179.165039
	Iteration 29Q: 3 clusters Score -332375.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -332375.531250 Penalty: 4179.165039
	Iteration 30Q: 3 clusters Score -332375.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -332376.281250 Penalty: 4179.165039
	Iteration 31Q: 3 clusters Score -332376.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -332377.281250 Penalty: 4179.165039
	Iteration 32Q: 3 clusters Score -332377.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -332377.406250 Penalty: 4179.165039
	Iteration 33Q: 3 clusters Score -332377.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -332378.250000 Penalty: 4179.165039
	Iteration 34Q: 3 clusters Score -332378.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -332377.937500 Penalty: 4179.165039
	Iteration 35Q: 3 clusters Score -332377.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -332377.937500 Penalty: 4179.165039
	Iteration 36F: 3 clusters Score -332377.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Entering Unmasked Estep 
Score: -652779.187500 Penalty: 2243.012207
	Iteration 0F: 2 clusters Score -652779.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -645989.250000 Penalty: 4486.024414
	Iteration 0F: 3 clusters Score -645989.2 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -647865.562500 Penalty: 4486.024414
	Iteration 1F: 3 clusters Score -647865.6 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -648217.437500 Penalty: 4486.024414
	Iteration 2F: 3 clusters Score -648217.4 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -648492.125000 Penalty: 4486.024414
	Iteration 3F: 3 clusters Score -648492.1 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -648712.187500 Penalty: 4486.024414
	Iteration 4Q: 3 clusters Score -648712.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -648911.187500 Penalty: 4486.024414
	Iteration 5Q: 3 clusters Score -648911.2 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -649108.562500 Penalty: 4486.024414
	Iteration 6Q: 3 clusters Score -649108.6 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -649301.187500 Penalty: 4486.024414
	Iteration 7Q: 3 clusters Score -649301.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -649495.750000 Penalty: 4486.024414
	Iteration 8Q: 3 clusters Score -649495.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -649642.625000 Penalty: 4486.024414
	Iteration 9Q: 3 clusters Score -649642.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -649761.437500 Penalty: 4486.024414
	Iteration 10Q: 3 clusters Score -649761.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -649863.750000 Penalty: 4486.024414
	Iteration 11Q: 3 clusters Score -649863.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -649956.125000 Penalty: 4486.024414
	Iteration 12Q: 3 clusters Score -649956.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -650045.000000 Penalty: 4486.024414
	Iteration 13Q: 3 clusters Score -650045 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -650115.437500 Penalty: 4486.024414
	Iteration 14Q: 3 clusters Score -650115.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -650175.750000 Penalty: 4486.024414
	Iteration 15Q: 3 clusters Score -650175.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -650230.187500 Penalty: 4486.024414
	Iteration 16Q: 3 clusters Score -650230.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -650271.312500 Penalty: 4486.024414
	Iteration 17Q: 3 clusters Score -650271.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -650316.500000 Penalty: 4486.024414
	Iteration 18Q: 3 clusters Score -650316.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -650371.500000 Penalty: 4486.024414
	Iteration 19Q: 3 clusters Score -650371.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -650414.937500 Penalty: 4486.024414
	Iteration 20F: 3 clusters Score -650414.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -650464.062500 Penalty: 4486.024414
	Iteration 21Q: 3 clusters Score -650464.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -650515.500000 Penalty: 4486.024414
	Iteration 22Q: 3 clusters Score -650515.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -650564.500000 Penalty: 4486.024414
	Iteration 23Q: 3 clusters Score -650564.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -650613.187500 Penalty: 4486.024414
	Iteration 24Q: 3 clusters Score -650613.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -650664.062500 Penalty: 4486.024414
	Iteration 25Q: 3 clusters Score -650664.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -650714.625000 Penalty: 4486.024414
	Iteration 26Q: 3 clusters Score -650714.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -650763.687500 Penalty: 4486.024414
	Iteration 27Q: 3 clusters Score -650763.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -650817.625000 Penalty: 4486.024414
	Iteration 28Q: 3 clusters Score -650817.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -650885.312500 Penalty: 4486.024414
	Iteration 29Q: 3 clusters Score -650885.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -650946.812500 Penalty: 4486.024414
	Iteration 30Q: 3 clusters Score -650946.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -651002.000000 Penalty: 4486.024414
	Iteration 31Q: 3 clusters Score -651002 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -651039.125000 Penalty: 4486.024414
	Iteration 32Q: 3 clusters Score -651039.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -651080.062500 Penalty: 4486.024414
	Iteration 33Q: 3 clusters Score -651080.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -651118.562500 Penalty: 4486.024414
	Iteration 34Q: 3 clusters Score -651118.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -651165.062500 Penalty: 4486.024414
	Iteration 35Q: 3 clusters Score -651165.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -651243.625000 Penalty: 4486.024414
	Iteration 36Q: 3 clusters Score -651243.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -651388.062500 Penalty: 4486.024414
	Iteration 37Q: 3 clusters Score -651388.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -651518.125000 Penalty: 4486.024414
	Iteration 38Q: 3 clusters Score -651518.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -651646.500000 Penalty: 4486.024414
	Iteration 39Q: 3 clusters Score -651646.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -651771.625000 Penalty: 4486.024414
	Iteration 40F: 3 clusters Score -651771.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -651826.687500 Penalty: 4486.024414
	Iteration 41Q: 3 clusters Score -651826.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -651848.437500 Penalty: 4486.024414
	Iteration 42Q: 3 clusters Score -651848.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -651866.562500 Penalty: 4486.024414
	Iteration 43Q: 3 clusters Score -651866.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -651879.750000 Penalty: 4486.024414
	Iteration 44Q: 3 clusters Score -651879.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -651891.062500 Penalty: 4486.024414
	Iteration 45Q: 3 clusters Score -651891.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -651901.875000 Penalty: 4486.024414
	Iteration 46Q: 3 clusters Score -651901.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -651909.250000 Penalty: 4486.024414
	Iteration 47Q: 3 clusters Score -651909.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -651910.125000 Penalty: 4486.024414
	Iteration 48Q: 3 clusters Score -651910.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -651912.625000 Penalty: 4486.024414
	Iteration 49Q: 3 clusters Score -651912.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -651914.062500 Penalty: 4486.024414
	Iteration 50Q: 3 clusters Score -651914.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -651915.250000 Penalty: 4486.024414
	Iteration 51Q: 3 clusters Score -651915.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -651915.500000 Penalty: 4486.024414
	Iteration 52Q: 3 clusters Score -651915.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -651916.562500 Penalty: 4486.024414
	Iteration 53Q: 3 clusters Score -651916.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -651918.562500 Penalty: 4486.024414
	Iteration 54Q: 3 clusters Score -651918.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -651919.125000 Penalty: 4486.024414
	Iteration 55Q: 3 clusters Score -651919.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -651919.125000 Penalty: 4486.024414
	Iteration 56F: 3 clusters Score -651919.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (45466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45466 members 
Entering Unmasked Estep 
Score: -3565168.250000 Penalty: 2659.730469
	Iteration 0F: 2 clusters Score -3565168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22606 members 
Mstep: Class 2 contains 22860 members 
Entering Unmasked Estep 
Score: -3534453.750000 Penalty: 5319.460938
	Iteration 0F: 3 clusters Score -3534454 nChanged 20913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21131 members 
Mstep: Class 2 contains 24335 members 
Entering Unmasked Estep 
Score: -3546256.250000 Penalty: 5319.460938
	Iteration 1F: 3 clusters Score -3546256 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20104 members 
Mstep: Class 2 contains 25362 members 
Entering Unmasked Estep 
Score: -3547046.250000 Penalty: 5319.460938
	Iteration 2Q: 3 clusters Score -3547046 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18616 members 
Mstep: Class 2 contains 26850 members 
Entering Unmasked Estep 
Score: -3548106.250000 Penalty: 5319.460938
	Iteration 3F: 3 clusters Score -3548106 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 28919 members 
Entering Unmasked Estep 
Score: -3549632.750000 Penalty: 5319.460938
	Iteration 4F: 3 clusters Score -3549633 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 31559 members 
Entering Unmasked Estep 
Score: -3551753.750000 Penalty: 5319.460938
	Iteration 5F: 3 clusters Score -3551754 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 34652 members 
Entering Unmasked Estep 
Score: -3554361.000000 Penalty: 5319.460938
	Iteration 6F: 3 clusters Score -3554361 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 37667 members 
Entering Unmasked Estep 
Score: -3557020.000000 Penalty: 5319.460938
	Iteration 7F: 3 clusters Score -3557020 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 40156 members 
Entering Unmasked Estep 
Score: -3559125.250000 Penalty: 5319.460938
	Iteration 8F: 3 clusters Score -3559125 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 41985 members 
Entering Unmasked Estep 
Score: -3560593.750000 Penalty: 5319.460938
	Iteration 9Q: 3 clusters Score -3560594 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 43199 members 
Entering Unmasked Estep 
Score: -3561575.750000 Penalty: 5319.460938
	Iteration 10Q: 3 clusters Score -3561576 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 43913 members 
Entering Unmasked Estep 
Score: -3562140.750000 Penalty: 5319.460938
	Iteration 11Q: 3 clusters Score -3562141 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 44323 members 
Entering Unmasked Estep 
Score: -3562521.500000 Penalty: 5319.460938
	Iteration 12Q: 3 clusters Score -3562522 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 44546 members 
Entering Unmasked Estep 
Score: -3562748.500000 Penalty: 5319.460938
	Iteration 13Q: 3 clusters Score -3562748 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 44659 members 
Entering Unmasked Estep 
Score: -3562919.500000 Penalty: 5319.460938
	Iteration 14Q: 3 clusters Score -3562920 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 44725 members 
Entering Unmasked Estep 
Score: -3563011.750000 Penalty: 5319.460938
	Iteration 15Q: 3 clusters Score -3563012 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 44770 members 
Entering Unmasked Estep 
Score: -3563094.500000 Penalty: 5319.460938
	Iteration 16Q: 3 clusters Score -3563094 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 44777 members 
Entering Unmasked Estep 
Score: -3563125.500000 Penalty: 5319.460938
	Iteration 17Q: 3 clusters Score -3563126 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 44788 members 
Entering Unmasked Estep 
Score: -3563158.750000 Penalty: 5319.460938
	Iteration 18Q: 3 clusters Score -3563159 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 44788 members 
Entering Unmasked Estep 
Score: -3563183.500000 Penalty: 5319.460938
	Iteration 19Q: 3 clusters Score -3563184 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 44794 members 
Entering Unmasked Estep 
Score: -3563186.500000 Penalty: 5319.460938
	Iteration 20F: 3 clusters Score -3563186 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 44797 members 
Entering Unmasked Estep 
Score: -3563198.750000 Penalty: 5319.460938
	Iteration 21Q: 3 clusters Score -3563199 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 44802 members 
Entering Unmasked Estep 
Score: -3563206.500000 Penalty: 5319.460938
	Iteration 22Q: 3 clusters Score -3563206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 44804 members 
Entering Unmasked Estep 
Score: -3563205.750000 Penalty: 5319.460938
	Iteration 23Q: 3 clusters Score -3563206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 44807 members 
Entering Unmasked Estep 
Score: -3563207.000000 Penalty: 5319.460938
	Iteration 24Q: 3 clusters Score -3563207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 44810 members 
Entering Unmasked Estep 
Score: -3563208.750000 Penalty: 5319.460938
	Iteration 25Q: 3 clusters Score -3563209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 44813 members 
Entering Unmasked Estep 
Score: -3563210.500000 Penalty: 5319.460938
	Iteration 26Q: 3 clusters Score -3563210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 44814 members 
Entering Unmasked Estep 
Score: -3563209.000000 Penalty: 5319.460938
	Iteration 27Q: 3 clusters Score -3563209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 44814 members 
Entering Unmasked Estep 
Score: -3563211.500000 Penalty: 5319.460938
	Iteration 28Q: 3 clusters Score -3563212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 44814 members 
Entering Unmasked Estep 
Score: -3563211.500000 Penalty: 5319.460938
	Iteration 29F: 3 clusters Score -3563212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (28729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28729 members 
Entering Unmasked Estep 
Score: -2345925.000000 Penalty: 2545.884277
	Iteration 0F: 2 clusters Score -2345925 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -2326276.500000 Penalty: 5091.768555
	Iteration 0F: 3 clusters Score -2326276 nChanged 12917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 15417 members 
Entering Unmasked Estep 
Score: -2333457.750000 Penalty: 5091.768555
	Iteration 1F: 3 clusters Score -2333458 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 15999 members 
Entering Unmasked Estep 
Score: -2333963.250000 Penalty: 5091.768555
	Iteration 2Q: 3 clusters Score -2333963 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 16792 members 
Entering Unmasked Estep 
Score: -2334520.000000 Penalty: 5091.768555
	Iteration 3Q: 3 clusters Score -2334520 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 17831 members 
Entering Unmasked Estep 
Score: -2335257.750000 Penalty: 5091.768555
	Iteration 4F: 3 clusters Score -2335258 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 19196 members 
Entering Unmasked Estep 
Score: -2336334.000000 Penalty: 5091.768555
	Iteration 5F: 3 clusters Score -2336334 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 20919 members 
Entering Unmasked Estep 
Score: -2337853.500000 Penalty: 5091.768555
	Iteration 6F: 3 clusters Score -2337854 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 22795 members 
Entering Unmasked Estep 
Score: -2339640.000000 Penalty: 5091.768555
	Iteration 7F: 3 clusters Score -2339640 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 24528 members 
Entering Unmasked Estep 
Score: -2341386.000000 Penalty: 5091.768555
	Iteration 8F: 3 clusters Score -2341386 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 25856 members 
Entering Unmasked Estep 
Score: -2342765.500000 Penalty: 5091.768555
	Iteration 9F: 3 clusters Score -2342766 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 26672 members 
Entering Unmasked Estep 
Score: -2343611.000000 Penalty: 5091.768555
	Iteration 10Q: 3 clusters Score -2343611 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 27116 members 
Entering Unmasked Estep 
Score: -2344092.250000 Penalty: 5091.768555
	Iteration 11Q: 3 clusters Score -2344092 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 27408 members 
Entering Unmasked Estep 
Score: -2344415.000000 Penalty: 5091.768555
	Iteration 12Q: 3 clusters Score -2344415 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 27564 members 
Entering Unmasked Estep 
Score: -2344603.750000 Penalty: 5091.768555
	Iteration 13Q: 3 clusters Score -2344604 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 27659 members 
Entering Unmasked Estep 
Score: -2344737.250000 Penalty: 5091.768555
	Iteration 14Q: 3 clusters Score -2344737 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 27713 members 
Entering Unmasked Estep 
Score: -2344810.250000 Penalty: 5091.768555
	Iteration 15Q: 3 clusters Score -2344810 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 27758 members 
Entering Unmasked Estep 
Score: -2344875.250000 Penalty: 5091.768555
	Iteration 16Q: 3 clusters Score -2344875 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 27784 members 
Entering Unmasked Estep 
Score: -2344907.500000 Penalty: 5091.768555
	Iteration 17Q: 3 clusters Score -2344908 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 27791 members 
Entering Unmasked Estep 
Score: -2344930.000000 Penalty: 5091.768555
	Iteration 18Q: 3 clusters Score -2344930 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 27804 members 
Entering Unmasked Estep 
Score: -2344939.750000 Penalty: 5091.768555
	Iteration 19Q: 3 clusters Score -2344940 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 27808 members 
Entering Unmasked Estep 
Score: -2344949.750000 Penalty: 5091.768555
	Iteration 20F: 3 clusters Score -2344950 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 27809 members 
Entering Unmasked Estep 
Score: -2344954.750000 Penalty: 5091.768555
	Iteration 21Q: 3 clusters Score -2344955 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 27811 members 
Entering Unmasked Estep 
Score: -2344950.500000 Penalty: 5091.768555
	Iteration 22Q: 3 clusters Score -2344950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 27811 members 
Entering Unmasked Estep 
Score: -2344953.000000 Penalty: 5091.768555
	Iteration 23Q: 3 clusters Score -2344953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 27812 members 
Entering Unmasked Estep 
Score: -2344957.500000 Penalty: 5091.768555
	Iteration 24Q: 3 clusters Score -2344958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 27815 members 
Entering Unmasked Estep 
Score: -2344954.500000 Penalty: 5091.768555
	Iteration 25Q: 3 clusters Score -2344954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 27814 members 
Entering Unmasked Estep 
Score: -2344955.500000 Penalty: 5091.768555
	Iteration 26Q: 3 clusters Score -2344956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 27814 members 
Entering Unmasked Estep 
Score: -2344955.500000 Penalty: 5091.768555
	Iteration 27F: 3 clusters Score -2344956 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Entering Unmasked Estep 
Score: -667230.562500 Penalty: 2259.107178
	Iteration 0F: 2 clusters Score -667230.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -660158.062500 Penalty: 4518.214355
	Iteration 0F: 3 clusters Score -660158.1 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -662196.062500 Penalty: 4518.214355
	Iteration 1F: 3 clusters Score -662196.1 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -662572.250000 Penalty: 4518.214355
	Iteration 2F: 3 clusters Score -662572.2 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -662875.375000 Penalty: 4518.214355
	Iteration 3F: 3 clusters Score -662875.4 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -663137.937500 Penalty: 4518.214355
	Iteration 4Q: 3 clusters Score -663137.9 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -663367.062500 Penalty: 4518.214355
	Iteration 5Q: 3 clusters Score -663367.1 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -663595.187500 Penalty: 4518.214355
	Iteration 6Q: 3 clusters Score -663595.2 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -663841.187500 Penalty: 4518.214355
	Iteration 7Q: 3 clusters Score -663841.2 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -664079.312500 Penalty: 4518.214355
	Iteration 8Q: 3 clusters Score -664079.3 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -664330.375000 Penalty: 4518.214355
	Iteration 9Q: 3 clusters Score -664330.4 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -664604.375000 Penalty: 4518.214355
	Iteration 10Q: 3 clusters Score -664604.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -664840.062500 Penalty: 4518.214355
	Iteration 11Q: 3 clusters Score -664840.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -665076.250000 Penalty: 4518.214355
	Iteration 12Q: 3 clusters Score -665076.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -665292.875000 Penalty: 4518.214355
	Iteration 13Q: 3 clusters Score -665292.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -665474.625000 Penalty: 4518.214355
	Iteration 14Q: 3 clusters Score -665474.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -665660.375000 Penalty: 4518.214355
	Iteration 15Q: 3 clusters Score -665660.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -665850.500000 Penalty: 4518.214355
	Iteration 16Q: 3 clusters Score -665850.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -665944.687500 Penalty: 4518.214355
	Iteration 17Q: 3 clusters Score -665944.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -665994.062500 Penalty: 4518.214355
	Iteration 18Q: 3 clusters Score -665994.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -666027.250000 Penalty: 4518.214355
	Iteration 19Q: 3 clusters Score -666027.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -666041.625000 Penalty: 4518.214355
	Iteration 20F: 3 clusters Score -666041.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -666053.375000 Penalty: 4518.214355
	Iteration 21Q: 3 clusters Score -666053.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -666060.375000 Penalty: 4518.214355
	Iteration 22Q: 3 clusters Score -666060.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -666065.812500 Penalty: 4518.214355
	Iteration 23Q: 3 clusters Score -666065.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -666069.625000 Penalty: 4518.214355
	Iteration 24Q: 3 clusters Score -666069.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -666074.312500 Penalty: 4518.214355
	Iteration 25Q: 3 clusters Score -666074.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -666077.500000 Penalty: 4518.214355
	Iteration 26Q: 3 clusters Score -666077.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -666079.625000 Penalty: 4518.214355
	Iteration 27Q: 3 clusters Score -666079.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -666086.187500 Penalty: 4518.214355
	Iteration 28Q: 3 clusters Score -666086.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -666089.375000 Penalty: 4518.214355
	Iteration 29Q: 3 clusters Score -666089.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -666093.750000 Penalty: 4518.214355
	Iteration 30Q: 3 clusters Score -666093.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -666100.687500 Penalty: 4518.214355
	Iteration 31Q: 3 clusters Score -666100.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -666103.562500 Penalty: 4518.214355
	Iteration 32Q: 3 clusters Score -666103.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -666102.562500 Penalty: 4518.214355
	Iteration 33Q: 3 clusters Score -666102.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -666103.750000 Penalty: 4518.214355
	Iteration 34Q: 3 clusters Score -666103.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -666103.750000 Penalty: 4518.214355
	Iteration 35Q: 3 clusters Score -666103.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -666105.062500 Penalty: 4518.214355
	Iteration 36Q: 3 clusters Score -666105.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -666106.062500 Penalty: 4518.214355
	Iteration 37Q: 3 clusters Score -666106.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -666103.875000 Penalty: 4518.214355
	Iteration 38Q: 3 clusters Score -666103.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -666103.875000 Penalty: 4518.214355
	Iteration 39F: 3 clusters Score -666103.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (7673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Entering Unmasked Estep 
Score: -548929.750000 Penalty: 2218.474854
	Iteration 0F: 2 clusters Score -548929.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -542734.562500 Penalty: 4436.949707
	Iteration 0F: 3 clusters Score -542734.6 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -544580.812500 Penalty: 4436.949707
	Iteration 1F: 3 clusters Score -544580.8 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -545001.812500 Penalty: 4436.949707
	Iteration 2F: 3 clusters Score -545001.8 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -545478.937500 Penalty: 4436.949707
	Iteration 3F: 3 clusters Score -545478.9 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -546020.562500 Penalty: 4436.949707
	Iteration 4F: 3 clusters Score -546020.6 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -546604.187500 Penalty: 4436.949707
	Iteration 5F: 3 clusters Score -546604.2 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -547119.437500 Penalty: 4436.949707
	Iteration 6F: 3 clusters Score -547119.4 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -547561.875000 Penalty: 4436.949707
	Iteration 7F: 3 clusters Score -547561.9 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -547976.687500 Penalty: 4436.949707
	Iteration 8F: 3 clusters Score -547976.7 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -548301.125000 Penalty: 4436.949707
	Iteration 9Q: 3 clusters Score -548301.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -548555.687500 Penalty: 4436.949707
	Iteration 10Q: 3 clusters Score -548555.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -548720.187500 Penalty: 4436.949707
	Iteration 11Q: 3 clusters Score -548720.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -548806.187500 Penalty: 4436.949707
	Iteration 12Q: 3 clusters Score -548806.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -548849.562500 Penalty: 4436.949707
	Iteration 13Q: 3 clusters Score -548849.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -548865.250000 Penalty: 4436.949707
	Iteration 14Q: 3 clusters Score -548865.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -548872.125000 Penalty: 4436.949707
	Iteration 15Q: 3 clusters Score -548872.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -548874.812500 Penalty: 4436.949707
	Iteration 16Q: 3 clusters Score -548874.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -548876.187500 Penalty: 4436.949707
	Iteration 17Q: 3 clusters Score -548876.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -548875.375000 Penalty: 4436.949707
	Iteration 18Q: 3 clusters Score -548875.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -548875.812500 Penalty: 4436.949707
	Iteration 19Q: 3 clusters Score -548875.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -548877.187500 Penalty: 4436.949707
	Iteration 20F: 3 clusters Score -548877.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -548878.000000 Penalty: 4436.949707
	Iteration 21Q: 3 clusters Score -548878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -548878.500000 Penalty: 4436.949707
	Iteration 22Q: 3 clusters Score -548878.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -548879.250000 Penalty: 4436.949707
	Iteration 23Q: 3 clusters Score -548879.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -548879.812500 Penalty: 4436.949707
	Iteration 24Q: 3 clusters Score -548879.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -548881.312500 Penalty: 4436.949707
	Iteration 25Q: 3 clusters Score -548881.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -548882.187500 Penalty: 4436.949707
	Iteration 26Q: 3 clusters Score -548882.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -548883.875000 Penalty: 4436.949707
	Iteration 27Q: 3 clusters Score -548883.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -548886.437500 Penalty: 4436.949707
	Iteration 28Q: 3 clusters Score -548886.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -548888.437500 Penalty: 4436.949707
	Iteration 29Q: 3 clusters Score -548888.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -548888.937500 Penalty: 4436.949707
	Iteration 30Q: 3 clusters Score -548888.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -548890.062500 Penalty: 4436.949707
	Iteration 31Q: 3 clusters Score -548890.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -548890.562500 Penalty: 4436.949707
	Iteration 32Q: 3 clusters Score -548890.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -548889.812500 Penalty: 4436.949707
	Iteration 33Q: 3 clusters Score -548889.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -548889.750000 Penalty: 4436.949707
	Iteration 34Q: 3 clusters Score -548889.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -548889.750000 Penalty: 4436.949707
	Iteration 35Q: 3 clusters Score -548889.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -548890.875000 Penalty: 4436.949707
	Iteration 36Q: 3 clusters Score -548890.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -548891.125000 Penalty: 4436.949707
	Iteration 37Q: 3 clusters Score -548891.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -548891.125000 Penalty: 4436.949707
	Iteration 38F: 3 clusters Score -548891.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (24344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24344 members 
Entering Unmasked Estep 
Score: -1713041.875000 Penalty: 2504.810059
	Iteration 0F: 2 clusters Score -1713042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -1696086.750000 Penalty: 5009.620117
	Iteration 0F: 3 clusters Score -1696087 nChanged 10901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -1702070.000000 Penalty: 5009.620117
	Iteration 1F: 3 clusters Score -1702070 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -1702590.250000 Penalty: 5009.620117
	Iteration 2F: 3 clusters Score -1702590 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -1703033.625000 Penalty: 5009.620117
	Iteration 3Q: 3 clusters Score -1703034 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -1703490.375000 Penalty: 5009.620117
	Iteration 4Q: 3 clusters Score -1703490 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -1703946.875000 Penalty: 5009.620117
	Iteration 5Q: 3 clusters Score -1703947 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -1704414.125000 Penalty: 5009.620117
	Iteration 6Q: 3 clusters Score -1704414 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -1704905.250000 Penalty: 5009.620117
	Iteration 7Q: 3 clusters Score -1704905 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -1705398.250000 Penalty: 5009.620117
	Iteration 8Q: 3 clusters Score -1705398 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -1705987.250000 Penalty: 5009.620117
	Iteration 9Q: 3 clusters Score -1705987 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -1706587.250000 Penalty: 5009.620117
	Iteration 10Q: 3 clusters Score -1706587 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -1707200.125000 Penalty: 5009.620117
	Iteration 11Q: 3 clusters Score -1707200 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -1707764.500000 Penalty: 5009.620117
	Iteration 12Q: 3 clusters Score -1707764 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -1708246.125000 Penalty: 5009.620117
	Iteration 13Q: 3 clusters Score -1708246 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16383 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -1708583.625000 Penalty: 5009.620117
	Iteration 14Q: 3 clusters Score -1708584 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16679 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -1708808.625000 Penalty: 5009.620117
	Iteration 15Q: 3 clusters Score -1708809 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16955 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1708984.625000 Penalty: 5009.620117
	Iteration 16Q: 3 clusters Score -1708985 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1709130.875000 Penalty: 5009.620117
	Iteration 17Q: 3 clusters Score -1709131 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17475 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1709283.250000 Penalty: 5009.620117
	Iteration 18Q: 3 clusters Score -1709283 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17742 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1709430.250000 Penalty: 5009.620117
	Iteration 19Q: 3 clusters Score -1709430 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18008 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1709591.875000 Penalty: 5009.620117
	Iteration 20F: 3 clusters Score -1709592 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18256 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1709747.375000 Penalty: 5009.620117
	Iteration 21Q: 3 clusters Score -1709747 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18472 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1709942.625000 Penalty: 5009.620117
	Iteration 22Q: 3 clusters Score -1709943 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18676 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1710133.750000 Penalty: 5009.620117
	Iteration 23Q: 3 clusters Score -1710134 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18838 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1710310.875000 Penalty: 5009.620117
	Iteration 24Q: 3 clusters Score -1710311 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19023 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1710488.375000 Penalty: 5009.620117
	Iteration 25Q: 3 clusters Score -1710488 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19217 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1710640.625000 Penalty: 5009.620117
	Iteration 26Q: 3 clusters Score -1710641 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19407 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1710776.625000 Penalty: 5009.620117
	Iteration 27Q: 3 clusters Score -1710777 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19558 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1710907.625000 Penalty: 5009.620117
	Iteration 28Q: 3 clusters Score -1710908 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19691 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1711018.375000 Penalty: 5009.620117
	Iteration 29Q: 3 clusters Score -1711018 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19820 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1711100.750000 Penalty: 5009.620117
	Iteration 30Q: 3 clusters Score -1711101 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19945 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1711169.875000 Penalty: 5009.620117
	Iteration 31Q: 3 clusters Score -1711170 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20079 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1711235.750000 Penalty: 5009.620117
	Iteration 32Q: 3 clusters Score -1711236 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20189 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1711283.750000 Penalty: 5009.620117
	Iteration 33Q: 3 clusters Score -1711284 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20294 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1711323.250000 Penalty: 5009.620117
	Iteration 34Q: 3 clusters Score -1711323 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20395 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1711358.500000 Penalty: 5009.620117
	Iteration 35Q: 3 clusters Score -1711358 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20480 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1711399.625000 Penalty: 5009.620117
	Iteration 36Q: 3 clusters Score -1711400 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20567 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1711428.500000 Penalty: 5009.620117
	Iteration 37Q: 3 clusters Score -1711428 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20647 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1711458.500000 Penalty: 5009.620117
	Iteration 38Q: 3 clusters Score -1711458 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20715 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1711483.125000 Penalty: 5009.620117
	Iteration 39Q: 3 clusters Score -1711483 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20794 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1711508.625000 Penalty: 5009.620117
	Iteration 40F: 3 clusters Score -1711509 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20868 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -1711524.875000 Penalty: 5009.620117
	Iteration 41Q: 3 clusters Score -1711525 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20936 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1711543.625000 Penalty: 5009.620117
	Iteration 42Q: 3 clusters Score -1711544 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20995 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1711562.500000 Penalty: 5009.620117
	Iteration 43Q: 3 clusters Score -1711562 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21059 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1711582.125000 Penalty: 5009.620117
	Iteration 44Q: 3 clusters Score -1711582 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21124 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1711611.875000 Penalty: 5009.620117
	Iteration 45Q: 3 clusters Score -1711612 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21193 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1711630.250000 Penalty: 5009.620117
	Iteration 46Q: 3 clusters Score -1711630 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21273 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1711660.625000 Penalty: 5009.620117
	Iteration 47Q: 3 clusters Score -1711661 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21333 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1711685.125000 Penalty: 5009.620117
	Iteration 48Q: 3 clusters Score -1711685 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21387 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1711697.750000 Penalty: 5009.620117
	Iteration 49Q: 3 clusters Score -1711698 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21437 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1711717.500000 Penalty: 5009.620117
	Iteration 50Q: 3 clusters Score -1711718 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21487 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1711741.250000 Penalty: 5009.620117
	Iteration 51Q: 3 clusters Score -1711741 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21535 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1711753.000000 Penalty: 5009.620117
	Iteration 52Q: 3 clusters Score -1711753 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21575 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1711763.750000 Penalty: 5009.620117
	Iteration 53Q: 3 clusters Score -1711764 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21626 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1711781.375000 Penalty: 5009.620117
	Iteration 54Q: 3 clusters Score -1711781 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21664 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1711785.875000 Penalty: 5009.620117
	Iteration 55Q: 3 clusters Score -1711786 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21694 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1711794.500000 Penalty: 5009.620117
	Iteration 56Q: 3 clusters Score -1711794 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21719 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -1711805.875000 Penalty: 5009.620117
	Iteration 57Q: 3 clusters Score -1711806 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21742 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -1711813.625000 Penalty: 5009.620117
	Iteration 58Q: 3 clusters Score -1711814 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21758 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1711816.250000 Penalty: 5009.620117
	Iteration 59Q: 3 clusters Score -1711816 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21777 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1711820.500000 Penalty: 5009.620117
	Iteration 60F: 3 clusters Score -1711820 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21794 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1711826.875000 Penalty: 5009.620117
	Iteration 61Q: 3 clusters Score -1711827 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21812 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1711829.750000 Penalty: 5009.620117
	Iteration 62Q: 3 clusters Score -1711830 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21826 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1711832.125000 Penalty: 5009.620117
	Iteration 63Q: 3 clusters Score -1711832 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21838 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1711834.125000 Penalty: 5009.620117
	Iteration 64Q: 3 clusters Score -1711834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21844 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -1711841.500000 Penalty: 5009.620117
	Iteration 65Q: 3 clusters Score -1711842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21851 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1711843.250000 Penalty: 5009.620117
	Iteration 66Q: 3 clusters Score -1711843 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21861 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1711841.250000 Penalty: 5009.620117
	Iteration 67Q: 3 clusters Score -1711841 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21867 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1711844.500000 Penalty: 5009.620117
	Iteration 68Q: 3 clusters Score -1711844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21867 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1711847.000000 Penalty: 5009.620117
	Iteration 69Q: 3 clusters Score -1711847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21868 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1711845.625000 Penalty: 5009.620117
	Iteration 70Q: 3 clusters Score -1711846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21869 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1711846.000000 Penalty: 5009.620117
	Iteration 71Q: 3 clusters Score -1711846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21871 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1711845.500000 Penalty: 5009.620117
	Iteration 72Q: 3 clusters Score -1711846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21871 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1711845.500000 Penalty: 5009.620117
	Iteration 73F: 3 clusters Score -1711846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (16093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Entering Unmasked Estep 
Score: -1279215.250000 Penalty: 2402.162842
	Iteration 0F: 2 clusters Score -1279215 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1267608.500000 Penalty: 4804.325684
	Iteration 0F: 3 clusters Score -1267608 nChanged 7054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -1271430.625000 Penalty: 4804.325684
	Iteration 1F: 3 clusters Score -1271431 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -1272021.125000 Penalty: 4804.325684
	Iteration 2F: 3 clusters Score -1272021 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -1272747.250000 Penalty: 4804.325684
	Iteration 3F: 3 clusters Score -1272747 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -1273671.250000 Penalty: 4804.325684
	Iteration 4F: 3 clusters Score -1273671 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -1274754.625000 Penalty: 4804.325684
	Iteration 5F: 3 clusters Score -1274755 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -1275709.375000 Penalty: 4804.325684
	Iteration 6F: 3 clusters Score -1275709 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -1276339.500000 Penalty: 4804.325684
	Iteration 7F: 3 clusters Score -1276340 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -1276736.000000 Penalty: 4804.325684
	Iteration 8Q: 3 clusters Score -1276736 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -1276974.375000 Penalty: 4804.325684
	Iteration 9Q: 3 clusters Score -1276974 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -1277137.500000 Penalty: 4804.325684
	Iteration 10Q: 3 clusters Score -1277138 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -1277278.000000 Penalty: 4804.325684
	Iteration 11Q: 3 clusters Score -1277278 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -1277364.625000 Penalty: 4804.325684
	Iteration 12Q: 3 clusters Score -1277365 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -1277426.750000 Penalty: 4804.325684
	Iteration 13Q: 3 clusters Score -1277427 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -1277466.125000 Penalty: 4804.325684
	Iteration 14Q: 3 clusters Score -1277466 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -1277488.375000 Penalty: 4804.325684
	Iteration 15Q: 3 clusters Score -1277488 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -1277505.000000 Penalty: 4804.325684
	Iteration 16Q: 3 clusters Score -1277505 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -1277515.125000 Penalty: 4804.325684
	Iteration 17Q: 3 clusters Score -1277515 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -1277521.000000 Penalty: 4804.325684
	Iteration 18Q: 3 clusters Score -1277521 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -1277529.250000 Penalty: 4804.325684
	Iteration 19Q: 3 clusters Score -1277529 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -1277532.250000 Penalty: 4804.325684
	Iteration 20F: 3 clusters Score -1277532 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -1277538.875000 Penalty: 4804.325684
	Iteration 21Q: 3 clusters Score -1277539 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -1277536.500000 Penalty: 4804.325684
	Iteration 22Q: 3 clusters Score -1277536 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -1277541.125000 Penalty: 4804.325684
	Iteration 23Q: 3 clusters Score -1277541 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -1277544.375000 Penalty: 4804.325684
	Iteration 24Q: 3 clusters Score -1277544 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -1277544.125000 Penalty: 4804.325684
	Iteration 25Q: 3 clusters Score -1277544 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -1277552.125000 Penalty: 4804.325684
	Iteration 26Q: 3 clusters Score -1277552 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -1277556.750000 Penalty: 4804.325684
	Iteration 27Q: 3 clusters Score -1277557 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -1277562.375000 Penalty: 4804.325684
	Iteration 28Q: 3 clusters Score -1277562 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -1277571.625000 Penalty: 4804.325684
	Iteration 29Q: 3 clusters Score -1277572 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -1277577.500000 Penalty: 4804.325684
	Iteration 30Q: 3 clusters Score -1277578 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -1277580.250000 Penalty: 4804.325684
	Iteration 31Q: 3 clusters Score -1277580 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -1277583.500000 Penalty: 4804.325684
	Iteration 32Q: 3 clusters Score -1277584 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -1277581.000000 Penalty: 4804.325684
	Iteration 33Q: 3 clusters Score -1277581 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -1277580.750000 Penalty: 4804.325684
	Iteration 34Q: 3 clusters Score -1277581 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -1277584.750000 Penalty: 4804.325684
	Iteration 35Q: 3 clusters Score -1277585 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -1277587.875000 Penalty: 4804.325684
	Iteration 36Q: 3 clusters Score -1277588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -1277588.375000 Penalty: 4804.325684
	Iteration 37Q: 3 clusters Score -1277588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -1277587.875000 Penalty: 4804.325684
	Iteration 38Q: 3 clusters Score -1277588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -1277591.250000 Penalty: 4804.325684
	Iteration 39Q: 3 clusters Score -1277591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -1277588.875000 Penalty: 4804.325684
	Iteration 40F: 3 clusters Score -1277589 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -1277587.250000 Penalty: 4804.325684
	Iteration 41Q: 3 clusters Score -1277587 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -1277590.125000 Penalty: 4804.325684
	Iteration 42Q: 3 clusters Score -1277590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -1277589.500000 Penalty: 4804.325684
	Iteration 43Q: 3 clusters Score -1277590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -1277589.500000 Penalty: 4804.325684
	Iteration 44Q: 3 clusters Score -1277590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -1277590.250000 Penalty: 4804.325684
	Iteration 45Q: 3 clusters Score -1277590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -1277592.125000 Penalty: 4804.325684
	Iteration 46Q: 3 clusters Score -1277592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -1277592.625000 Penalty: 4804.325684
	Iteration 47Q: 3 clusters Score -1277593 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -1277595.375000 Penalty: 4804.325684
	Iteration 48Q: 3 clusters Score -1277595 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -1277597.500000 Penalty: 4804.325684
	Iteration 49Q: 3 clusters Score -1277598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -1277595.500000 Penalty: 4804.325684
	Iteration 50Q: 3 clusters Score -1277596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -1277596.375000 Penalty: 4804.325684
	Iteration 51Q: 3 clusters Score -1277596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -1277595.000000 Penalty: 4804.325684
	Iteration 52Q: 3 clusters Score -1277595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -1277595.750000 Penalty: 4804.325684
	Iteration 53Q: 3 clusters Score -1277596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -1277597.125000 Penalty: 4804.325684
	Iteration 54Q: 3 clusters Score -1277597 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -1277597.125000 Penalty: 4804.325684
	Iteration 55F: 3 clusters Score -1277597 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Entering Unmasked Estep 
Score: -484212.875000 Penalty: 2160.723877
	Iteration 0F: 2 clusters Score -484212.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -478984.000000 Penalty: 4321.447754
	Iteration 0F: 3 clusters Score -478984 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -480281.406250 Penalty: 4321.447754
	Iteration 1F: 3 clusters Score -480281.4 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -480515.312500 Penalty: 4321.447754
	Iteration 2F: 3 clusters Score -480515.3 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -480656.468750 Penalty: 4321.447754
	Iteration 3Q: 3 clusters Score -480656.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -480764.468750 Penalty: 4321.447754
	Iteration 4Q: 3 clusters Score -480764.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -480848.218750 Penalty: 4321.447754
	Iteration 5Q: 3 clusters Score -480848.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -480915.000000 Penalty: 4321.447754
	Iteration 6Q: 3 clusters Score -480915 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -480983.437500 Penalty: 4321.447754
	Iteration 7Q: 3 clusters Score -480983.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -481050.812500 Penalty: 4321.447754
	Iteration 8Q: 3 clusters Score -481050.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -481114.375000 Penalty: 4321.447754
	Iteration 9Q: 3 clusters Score -481114.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -481191.218750 Penalty: 4321.447754
	Iteration 10Q: 3 clusters Score -481191.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -481269.000000 Penalty: 4321.447754
	Iteration 11Q: 3 clusters Score -481269 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -481358.218750 Penalty: 4321.447754
	Iteration 12Q: 3 clusters Score -481358.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -481465.906250 Penalty: 4321.447754
	Iteration 13Q: 3 clusters Score -481465.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -481566.062500 Penalty: 4321.447754
	Iteration 14Q: 3 clusters Score -481566.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -481666.156250 Penalty: 4321.447754
	Iteration 15Q: 3 clusters Score -481666.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -481778.562500 Penalty: 4321.447754
	Iteration 16Q: 3 clusters Score -481778.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -481903.812500 Penalty: 4321.447754
	Iteration 17Q: 3 clusters Score -481903.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -482003.437500 Penalty: 4321.447754
	Iteration 18Q: 3 clusters Score -482003.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -482075.843750 Penalty: 4321.447754
	Iteration 19Q: 3 clusters Score -482075.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -482136.937500 Penalty: 4321.447754
	Iteration 20F: 3 clusters Score -482136.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -482182.968750 Penalty: 4321.447754
	Iteration 21Q: 3 clusters Score -482183 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -482225.218750 Penalty: 4321.447754
	Iteration 22Q: 3 clusters Score -482225.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -482248.937500 Penalty: 4321.447754
	Iteration 23Q: 3 clusters Score -482248.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -482272.875000 Penalty: 4321.447754
	Iteration 24Q: 3 clusters Score -482272.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -482293.531250 Penalty: 4321.447754
	Iteration 25Q: 3 clusters Score -482293.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -482307.937500 Penalty: 4321.447754
	Iteration 26Q: 3 clusters Score -482307.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -482321.312500 Penalty: 4321.447754
	Iteration 27Q: 3 clusters Score -482321.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -482335.375000 Penalty: 4321.447754
	Iteration 28Q: 3 clusters Score -482335.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -482350.343750 Penalty: 4321.447754
	Iteration 29Q: 3 clusters Score -482350.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -482359.187500 Penalty: 4321.447754
	Iteration 30Q: 3 clusters Score -482359.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -482365.750000 Penalty: 4321.447754
	Iteration 31Q: 3 clusters Score -482365.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -482374.718750 Penalty: 4321.447754
	Iteration 32Q: 3 clusters Score -482374.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -482382.843750 Penalty: 4321.447754
	Iteration 33Q: 3 clusters Score -482382.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -482388.937500 Penalty: 4321.447754
	Iteration 34Q: 3 clusters Score -482388.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -482391.812500 Penalty: 4321.447754
	Iteration 35Q: 3 clusters Score -482391.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -482393.375000 Penalty: 4321.447754
	Iteration 36Q: 3 clusters Score -482393.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -482392.937500 Penalty: 4321.447754
	Iteration 37Q: 3 clusters Score -482392.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -482392.937500 Penalty: 4321.447754
	Iteration 38F: 3 clusters Score -482392.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (7812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Entering Unmasked Estep 
Score: -602629.250000 Penalty: 2222.927246
	Iteration 0F: 2 clusters Score -602629.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -596381.062500 Penalty: 4445.854492
	Iteration 0F: 3 clusters Score -596381.1 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -598193.187500 Penalty: 4445.854492
	Iteration 1F: 3 clusters Score -598193.2 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -598621.375000 Penalty: 4445.854492
	Iteration 2F: 3 clusters Score -598621.4 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -598993.312500 Penalty: 4445.854492
	Iteration 3F: 3 clusters Score -598993.3 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -599325.625000 Penalty: 4445.854492
	Iteration 4F: 3 clusters Score -599325.6 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -599623.312500 Penalty: 4445.854492
	Iteration 5F: 3 clusters Score -599623.3 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -599913.562500 Penalty: 4445.854492
	Iteration 6Q: 3 clusters Score -599913.6 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -600135.437500 Penalty: 4445.854492
	Iteration 7Q: 3 clusters Score -600135.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -600291.562500 Penalty: 4445.854492
	Iteration 8Q: 3 clusters Score -600291.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -600397.937500 Penalty: 4445.854492
	Iteration 9Q: 3 clusters Score -600397.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -600477.312500 Penalty: 4445.854492
	Iteration 10Q: 3 clusters Score -600477.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -600538.562500 Penalty: 4445.854492
	Iteration 11Q: 3 clusters Score -600538.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -600602.125000 Penalty: 4445.854492
	Iteration 12Q: 3 clusters Score -600602.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -600660.500000 Penalty: 4445.854492
	Iteration 13Q: 3 clusters Score -600660.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -600705.375000 Penalty: 4445.854492
	Iteration 14Q: 3 clusters Score -600705.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -600739.250000 Penalty: 4445.854492
	Iteration 15Q: 3 clusters Score -600739.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -600776.875000 Penalty: 4445.854492
	Iteration 16Q: 3 clusters Score -600776.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -600805.750000 Penalty: 4445.854492
	Iteration 17Q: 3 clusters Score -600805.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -600834.875000 Penalty: 4445.854492
	Iteration 18Q: 3 clusters Score -600834.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -600861.187500 Penalty: 4445.854492
	Iteration 19Q: 3 clusters Score -600861.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -600878.812500 Penalty: 4445.854492
	Iteration 20F: 3 clusters Score -600878.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -600898.437500 Penalty: 4445.854492
	Iteration 21Q: 3 clusters Score -600898.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -600924.375000 Penalty: 4445.854492
	Iteration 22Q: 3 clusters Score -600924.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -600949.625000 Penalty: 4445.854492
	Iteration 23Q: 3 clusters Score -600949.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -600957.250000 Penalty: 4445.854492
	Iteration 24Q: 3 clusters Score -600957.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -600971.875000 Penalty: 4445.854492
	Iteration 25Q: 3 clusters Score -600971.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -600980.437500 Penalty: 4445.854492
	Iteration 26Q: 3 clusters Score -600980.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -600994.125000 Penalty: 4445.854492
	Iteration 27Q: 3 clusters Score -600994.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -601007.625000 Penalty: 4445.854492
	Iteration 28Q: 3 clusters Score -601007.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -601018.750000 Penalty: 4445.854492
	Iteration 29Q: 3 clusters Score -601018.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -601032.500000 Penalty: 4445.854492
	Iteration 30Q: 3 clusters Score -601032.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -601037.625000 Penalty: 4445.854492
	Iteration 31Q: 3 clusters Score -601037.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -601043.875000 Penalty: 4445.854492
	Iteration 32Q: 3 clusters Score -601043.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -601050.375000 Penalty: 4445.854492
	Iteration 33Q: 3 clusters Score -601050.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -601056.812500 Penalty: 4445.854492
	Iteration 34Q: 3 clusters Score -601056.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -601059.000000 Penalty: 4445.854492
	Iteration 35Q: 3 clusters Score -601059 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -601064.062500 Penalty: 4445.854492
	Iteration 36Q: 3 clusters Score -601064.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -601070.750000 Penalty: 4445.854492
	Iteration 37Q: 3 clusters Score -601070.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -601076.812500 Penalty: 4445.854492
	Iteration 38Q: 3 clusters Score -601076.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -601081.625000 Penalty: 4445.854492
	Iteration 39Q: 3 clusters Score -601081.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -601086.250000 Penalty: 4445.854492
	Iteration 40F: 3 clusters Score -601086.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -601089.750000 Penalty: 4445.854492
	Iteration 41Q: 3 clusters Score -601089.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -601095.687500 Penalty: 4445.854492
	Iteration 42Q: 3 clusters Score -601095.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -601100.562500 Penalty: 4445.854492
	Iteration 43Q: 3 clusters Score -601100.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -601105.750000 Penalty: 4445.854492
	Iteration 44Q: 3 clusters Score -601105.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -601112.250000 Penalty: 4445.854492
	Iteration 45Q: 3 clusters Score -601112.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -601119.625000 Penalty: 4445.854492
	Iteration 46Q: 3 clusters Score -601119.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -601124.312500 Penalty: 4445.854492
	Iteration 47Q: 3 clusters Score -601124.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -601131.812500 Penalty: 4445.854492
	Iteration 48Q: 3 clusters Score -601131.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -601140.125000 Penalty: 4445.854492
	Iteration 49Q: 3 clusters Score -601140.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -601144.750000 Penalty: 4445.854492
	Iteration 50Q: 3 clusters Score -601144.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -601153.750000 Penalty: 4445.854492
	Iteration 51Q: 3 clusters Score -601153.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -601157.687500 Penalty: 4445.854492
	Iteration 52Q: 3 clusters Score -601157.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -601164.250000 Penalty: 4445.854492
	Iteration 53Q: 3 clusters Score -601164.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -601168.187500 Penalty: 4445.854492
	Iteration 54Q: 3 clusters Score -601168.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -601174.000000 Penalty: 4445.854492
	Iteration 55Q: 3 clusters Score -601174 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -601179.500000 Penalty: 4445.854492
	Iteration 56Q: 3 clusters Score -601179.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -601188.375000 Penalty: 4445.854492
	Iteration 57Q: 3 clusters Score -601188.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -601197.125000 Penalty: 4445.854492
	Iteration 58Q: 3 clusters Score -601197.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -601205.062500 Penalty: 4445.854492
	Iteration 59Q: 3 clusters Score -601205.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -601219.312500 Penalty: 4445.854492
	Iteration 60F: 3 clusters Score -601219.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -601231.437500 Penalty: 4445.854492
	Iteration 61Q: 3 clusters Score -601231.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -601237.500000 Penalty: 4445.854492
	Iteration 62Q: 3 clusters Score -601237.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -601243.125000 Penalty: 4445.854492
	Iteration 63Q: 3 clusters Score -601243.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -601249.437500 Penalty: 4445.854492
	Iteration 64Q: 3 clusters Score -601249.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -601253.562500 Penalty: 4445.854492
	Iteration 65Q: 3 clusters Score -601253.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -601259.437500 Penalty: 4445.854492
	Iteration 66Q: 3 clusters Score -601259.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -601264.937500 Penalty: 4445.854492
	Iteration 67Q: 3 clusters Score -601264.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -601269.187500 Penalty: 4445.854492
	Iteration 68Q: 3 clusters Score -601269.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -601273.750000 Penalty: 4445.854492
	Iteration 69Q: 3 clusters Score -601273.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -601275.125000 Penalty: 4445.854492
	Iteration 70Q: 3 clusters Score -601275.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -601278.250000 Penalty: 4445.854492
	Iteration 71Q: 3 clusters Score -601278.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -601278.250000 Penalty: 4445.854492
	Iteration 72Q: 3 clusters Score -601278.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -601285.312500 Penalty: 4445.854492
	Iteration 73Q: 3 clusters Score -601285.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -601285.812500 Penalty: 4445.854492
	Iteration 74Q: 3 clusters Score -601285.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -601286.875000 Penalty: 4445.854492
	Iteration 75Q: 3 clusters Score -601286.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -601288.687500 Penalty: 4445.854492
	Iteration 76Q: 3 clusters Score -601288.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -601291.062500 Penalty: 4445.854492
	Iteration 77Q: 3 clusters Score -601291.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -601291.937500 Penalty: 4445.854492
	Iteration 78Q: 3 clusters Score -601291.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -601295.500000 Penalty: 4445.854492
	Iteration 79Q: 3 clusters Score -601295.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -601301.437500 Penalty: 4445.854492
	Iteration 80F: 3 clusters Score -601301.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -601306.687500 Penalty: 4445.854492
	Iteration 81Q: 3 clusters Score -601306.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -601315.187500 Penalty: 4445.854492
	Iteration 82Q: 3 clusters Score -601315.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -601323.687500 Penalty: 4445.854492
	Iteration 83Q: 3 clusters Score -601323.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -601330.562500 Penalty: 4445.854492
	Iteration 84Q: 3 clusters Score -601330.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -601336.250000 Penalty: 4445.854492
	Iteration 85Q: 3 clusters Score -601336.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -601340.937500 Penalty: 4445.854492
	Iteration 86Q: 3 clusters Score -601340.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -601342.250000 Penalty: 4445.854492
	Iteration 87Q: 3 clusters Score -601342.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -601345.250000 Penalty: 4445.854492
	Iteration 88Q: 3 clusters Score -601345.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -601347.000000 Penalty: 4445.854492
	Iteration 89Q: 3 clusters Score -601347 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -601350.375000 Penalty: 4445.854492
	Iteration 90Q: 3 clusters Score -601350.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -601350.000000 Penalty: 4445.854492
	Iteration 91Q: 3 clusters Score -601350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -601352.187500 Penalty: 4445.854492
	Iteration 92Q: 3 clusters Score -601352.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -601353.750000 Penalty: 4445.854492
	Iteration 93Q: 3 clusters Score -601353.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -601353.062500 Penalty: 4445.854492
	Iteration 94Q: 3 clusters Score -601353.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -601353.500000 Penalty: 4445.854492
	Iteration 95Q: 3 clusters Score -601353.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -601354.437500 Penalty: 4445.854492
	Iteration 96Q: 3 clusters Score -601354.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -601355.187500 Penalty: 4445.854492
	Iteration 97Q: 3 clusters Score -601355.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -601357.312500 Penalty: 4445.854492
	Iteration 98Q: 3 clusters Score -601357.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -601356.750000 Penalty: 4445.854492
	Iteration 99Q: 3 clusters Score -601356.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -601357.250000 Penalty: 4445.854492
	Iteration 100F: 3 clusters Score -601357.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -601359.250000 Penalty: 4445.854492
	Iteration 101Q: 3 clusters Score -601359.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -601359.375000 Penalty: 4445.854492
	Iteration 102Q: 3 clusters Score -601359.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -601360.562500 Penalty: 4445.854492
	Iteration 103Q: 3 clusters Score -601360.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -601360.562500 Penalty: 4445.854492
	Iteration 104F: 3 clusters Score -601360.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Entering Unmasked Estep 
Score: -289570.125000 Penalty: 2035.840942
	Iteration 0F: 2 clusters Score -289570.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -285915.187500 Penalty: 4071.681885
	Iteration 0F: 3 clusters Score -285915.2 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -286683.062500 Penalty: 4071.681885
	Iteration 1F: 3 clusters Score -286683.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -286827.187500 Penalty: 4071.681885
	Iteration 2F: 3 clusters Score -286827.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -286912.875000 Penalty: 4071.681885
	Iteration 3Q: 3 clusters Score -286912.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -286965.156250 Penalty: 4071.681885
	Iteration 4Q: 3 clusters Score -286965.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -287007.125000 Penalty: 4071.681885
	Iteration 5Q: 3 clusters Score -287007.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -287042.031250 Penalty: 4071.681885
	Iteration 6Q: 3 clusters Score -287042 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -287074.468750 Penalty: 4071.681885
	Iteration 7Q: 3 clusters Score -287074.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -287101.875000 Penalty: 4071.681885
	Iteration 8Q: 3 clusters Score -287101.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -287121.187500 Penalty: 4071.681885
	Iteration 9Q: 3 clusters Score -287121.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -287137.156250 Penalty: 4071.681885
	Iteration 10Q: 3 clusters Score -287137.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -287150.781250 Penalty: 4071.681885
	Iteration 11Q: 3 clusters Score -287150.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -287161.781250 Penalty: 4071.681885
	Iteration 12Q: 3 clusters Score -287161.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -287173.218750 Penalty: 4071.681885
	Iteration 13Q: 3 clusters Score -287173.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -287179.437500 Penalty: 4071.681885
	Iteration 14Q: 3 clusters Score -287179.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -287186.281250 Penalty: 4071.681885
	Iteration 15Q: 3 clusters Score -287186.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -287190.281250 Penalty: 4071.681885
	Iteration 16Q: 3 clusters Score -287190.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -287196.875000 Penalty: 4071.681885
	Iteration 17Q: 3 clusters Score -287196.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -287204.500000 Penalty: 4071.681885
	Iteration 18Q: 3 clusters Score -287204.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -287215.031250 Penalty: 4071.681885
	Iteration 19Q: 3 clusters Score -287215 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -287224.156250 Penalty: 4071.681885
	Iteration 20F: 3 clusters Score -287224.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -287232.187500 Penalty: 4071.681885
	Iteration 21Q: 3 clusters Score -287232.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -287239.718750 Penalty: 4071.681885
	Iteration 22Q: 3 clusters Score -287239.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -287243.187500 Penalty: 4071.681885
	Iteration 23Q: 3 clusters Score -287243.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -287247.031250 Penalty: 4071.681885
	Iteration 24Q: 3 clusters Score -287247 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -287252.781250 Penalty: 4071.681885
	Iteration 25Q: 3 clusters Score -287252.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -287258.562500 Penalty: 4071.681885
	Iteration 26Q: 3 clusters Score -287258.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -287262.187500 Penalty: 4071.681885
	Iteration 27Q: 3 clusters Score -287262.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -287265.656250 Penalty: 4071.681885
	Iteration 28Q: 3 clusters Score -287265.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -287269.187500 Penalty: 4071.681885
	Iteration 29Q: 3 clusters Score -287269.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -287272.937500 Penalty: 4071.681885
	Iteration 30Q: 3 clusters Score -287272.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -287277.343750 Penalty: 4071.681885
	Iteration 31Q: 3 clusters Score -287277.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -287281.250000 Penalty: 4071.681885
	Iteration 32Q: 3 clusters Score -287281.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -287293.187500 Penalty: 4071.681885
	Iteration 33Q: 3 clusters Score -287293.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -287300.062500 Penalty: 4071.681885
	Iteration 34Q: 3 clusters Score -287300.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -287305.312500 Penalty: 4071.681885
	Iteration 35Q: 3 clusters Score -287305.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -287310.781250 Penalty: 4071.681885
	Iteration 36Q: 3 clusters Score -287310.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -287318.187500 Penalty: 4071.681885
	Iteration 37Q: 3 clusters Score -287318.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -287326.375000 Penalty: 4071.681885
	Iteration 38Q: 3 clusters Score -287326.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -287332.437500 Penalty: 4071.681885
	Iteration 39Q: 3 clusters Score -287332.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -287338.406250 Penalty: 4071.681885
	Iteration 40F: 3 clusters Score -287338.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -287345.250000 Penalty: 4071.681885
	Iteration 41Q: 3 clusters Score -287345.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -287351.468750 Penalty: 4071.681885
	Iteration 42Q: 3 clusters Score -287351.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -287356.156250 Penalty: 4071.681885
	Iteration 43Q: 3 clusters Score -287356.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -287360.187500 Penalty: 4071.681885
	Iteration 44Q: 3 clusters Score -287360.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -287363.250000 Penalty: 4071.681885
	Iteration 45Q: 3 clusters Score -287363.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -287365.812500 Penalty: 4071.681885
	Iteration 46Q: 3 clusters Score -287365.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -287367.375000 Penalty: 4071.681885
	Iteration 47Q: 3 clusters Score -287367.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -287368.718750 Penalty: 4071.681885
	Iteration 48Q: 3 clusters Score -287368.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -287371.000000 Penalty: 4071.681885
	Iteration 49Q: 3 clusters Score -287371 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -287372.718750 Penalty: 4071.681885
	Iteration 50Q: 3 clusters Score -287372.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -287375.187500 Penalty: 4071.681885
	Iteration 51Q: 3 clusters Score -287375.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -287376.593750 Penalty: 4071.681885
	Iteration 52Q: 3 clusters Score -287376.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -287379.843750 Penalty: 4071.681885
	Iteration 53Q: 3 clusters Score -287379.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -287382.000000 Penalty: 4071.681885
	Iteration 54Q: 3 clusters Score -287382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -287383.968750 Penalty: 4071.681885
	Iteration 55Q: 3 clusters Score -287384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -287385.531250 Penalty: 4071.681885
	Iteration 56Q: 3 clusters Score -287385.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -287387.062500 Penalty: 4071.681885
	Iteration 57Q: 3 clusters Score -287387.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -287390.125000 Penalty: 4071.681885
	Iteration 58Q: 3 clusters Score -287390.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -287394.500000 Penalty: 4071.681885
	Iteration 59Q: 3 clusters Score -287394.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -287399.937500 Penalty: 4071.681885
	Iteration 60F: 3 clusters Score -287399.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -287402.093750 Penalty: 4071.681885
	Iteration 61Q: 3 clusters Score -287402.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -287406.593750 Penalty: 4071.681885
	Iteration 62Q: 3 clusters Score -287406.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -287410.062500 Penalty: 4071.681885
	Iteration 63Q: 3 clusters Score -287410.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -287415.437500 Penalty: 4071.681885
	Iteration 64Q: 3 clusters Score -287415.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -287419.375000 Penalty: 4071.681885
	Iteration 65Q: 3 clusters Score -287419.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -287426.062500 Penalty: 4071.681885
	Iteration 66Q: 3 clusters Score -287426.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -287433.000000 Penalty: 4071.681885
	Iteration 67Q: 3 clusters Score -287433 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -287440.906250 Penalty: 4071.681885
	Iteration 68Q: 3 clusters Score -287440.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -287448.562500 Penalty: 4071.681885
	Iteration 69Q: 3 clusters Score -287448.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -287456.406250 Penalty: 4071.681885
	Iteration 70Q: 3 clusters Score -287456.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -287462.843750 Penalty: 4071.681885
	Iteration 71Q: 3 clusters Score -287462.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -287469.468750 Penalty: 4071.681885
	Iteration 72Q: 3 clusters Score -287469.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -287477.468750 Penalty: 4071.681885
	Iteration 73Q: 3 clusters Score -287477.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -287487.593750 Penalty: 4071.681885
	Iteration 74Q: 3 clusters Score -287487.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -287495.250000 Penalty: 4071.681885
	Iteration 75Q: 3 clusters Score -287495.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -287501.906250 Penalty: 4071.681885
	Iteration 76Q: 3 clusters Score -287501.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -287511.343750 Penalty: 4071.681885
	Iteration 77Q: 3 clusters Score -287511.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -287518.906250 Penalty: 4071.681885
	Iteration 78Q: 3 clusters Score -287518.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -287527.187500 Penalty: 4071.681885
	Iteration 79Q: 3 clusters Score -287527.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -287533.187500 Penalty: 4071.681885
	Iteration 80F: 3 clusters Score -287533.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -287540.187500 Penalty: 4071.681885
	Iteration 81Q: 3 clusters Score -287540.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -287547.656250 Penalty: 4071.681885
	Iteration 82Q: 3 clusters Score -287547.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -287556.406250 Penalty: 4071.681885
	Iteration 83Q: 3 clusters Score -287556.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -287562.343750 Penalty: 4071.681885
	Iteration 84Q: 3 clusters Score -287562.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -287570.468750 Penalty: 4071.681885
	Iteration 85Q: 3 clusters Score -287570.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -287578.125000 Penalty: 4071.681885
	Iteration 86Q: 3 clusters Score -287578.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -287584.781250 Penalty: 4071.681885
	Iteration 87Q: 3 clusters Score -287584.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -287591.593750 Penalty: 4071.681885
	Iteration 88Q: 3 clusters Score -287591.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -287597.156250 Penalty: 4071.681885
	Iteration 89Q: 3 clusters Score -287597.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -287605.843750 Penalty: 4071.681885
	Iteration 90Q: 3 clusters Score -287605.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -287615.437500 Penalty: 4071.681885
	Iteration 91Q: 3 clusters Score -287615.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -287627.093750 Penalty: 4071.681885
	Iteration 92Q: 3 clusters Score -287627.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -287639.031250 Penalty: 4071.681885
	Iteration 93Q: 3 clusters Score -287639 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -287646.906250 Penalty: 4071.681885
	Iteration 94Q: 3 clusters Score -287646.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -287658.750000 Penalty: 4071.681885
	Iteration 95Q: 3 clusters Score -287658.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -287669.812500 Penalty: 4071.681885
	Iteration 96Q: 3 clusters Score -287669.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -287681.218750 Penalty: 4071.681885
	Iteration 97Q: 3 clusters Score -287681.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -287685.937500 Penalty: 4071.681885
	Iteration 98Q: 3 clusters Score -287685.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -287688.375000 Penalty: 4071.681885
	Iteration 99Q: 3 clusters Score -287688.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -287691.906250 Penalty: 4071.681885
	Iteration 100F: 3 clusters Score -287691.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -287694.843750 Penalty: 4071.681885
	Iteration 101Q: 3 clusters Score -287694.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -287698.000000 Penalty: 4071.681885
	Iteration 102Q: 3 clusters Score -287698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -287701.375000 Penalty: 4071.681885
	Iteration 103Q: 3 clusters Score -287701.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -287707.750000 Penalty: 4071.681885
	Iteration 104Q: 3 clusters Score -287707.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -287710.093750 Penalty: 4071.681885
	Iteration 105Q: 3 clusters Score -287710.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -287713.062500 Penalty: 4071.681885
	Iteration 106Q: 3 clusters Score -287713.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -287714.031250 Penalty: 4071.681885
	Iteration 107Q: 3 clusters Score -287714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -287715.812500 Penalty: 4071.681885
	Iteration 108Q: 3 clusters Score -287715.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -287718.187500 Penalty: 4071.681885
	Iteration 109Q: 3 clusters Score -287718.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -287721.937500 Penalty: 4071.681885
	Iteration 110Q: 3 clusters Score -287721.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -287723.031250 Penalty: 4071.681885
	Iteration 111Q: 3 clusters Score -287723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -287724.062500 Penalty: 4071.681885
	Iteration 112Q: 3 clusters Score -287724.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -287725.625000 Penalty: 4071.681885
	Iteration 113Q: 3 clusters Score -287725.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -287725.937500 Penalty: 4071.681885
	Iteration 114Q: 3 clusters Score -287725.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -287725.937500 Penalty: 4071.681885
	Iteration 115F: 3 clusters Score -287725.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (10041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Entering Unmasked Estep 
Score: -791047.812500 Penalty: 2285.179199
	Iteration 0F: 2 clusters Score -791047.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -783294.937500 Penalty: 4570.358398
	Iteration 0F: 3 clusters Score -783294.9 nChanged 4200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -785492.687500 Penalty: 4570.358398
	Iteration 1F: 3 clusters Score -785492.7 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -785733.187500 Penalty: 4570.358398
	Iteration 2F: 3 clusters Score -785733.2 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -785904.937500 Penalty: 4570.358398
	Iteration 3Q: 3 clusters Score -785904.9 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -786033.687500 Penalty: 4570.358398
	Iteration 4Q: 3 clusters Score -786033.7 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -786134.375000 Penalty: 4570.358398
	Iteration 5Q: 3 clusters Score -786134.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -786224.562500 Penalty: 4570.358398
	Iteration 6Q: 3 clusters Score -786224.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -786295.875000 Penalty: 4570.358398
	Iteration 7Q: 3 clusters Score -786295.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -786380.125000 Penalty: 4570.358398
	Iteration 8Q: 3 clusters Score -786380.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -786483.250000 Penalty: 4570.358398
	Iteration 9Q: 3 clusters Score -786483.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -786589.000000 Penalty: 4570.358398
	Iteration 10Q: 3 clusters Score -786589 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -786703.500000 Penalty: 4570.358398
	Iteration 11Q: 3 clusters Score -786703.5 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -786823.562500 Penalty: 4570.358398
	Iteration 12Q: 3 clusters Score -786823.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -786948.937500 Penalty: 4570.358398
	Iteration 13Q: 3 clusters Score -786948.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -787087.062500 Penalty: 4570.358398
	Iteration 14Q: 3 clusters Score -787087.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -787274.375000 Penalty: 4570.358398
	Iteration 15Q: 3 clusters Score -787274.4 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -787487.000000 Penalty: 4570.358398
	Iteration 16Q: 3 clusters Score -787487 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -787710.562500 Penalty: 4570.358398
	Iteration 17Q: 3 clusters Score -787710.6 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -787961.812500 Penalty: 4570.358398
	Iteration 18Q: 3 clusters Score -787961.8 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -788195.062500 Penalty: 4570.358398
	Iteration 19Q: 3 clusters Score -788195.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -788363.375000 Penalty: 4570.358398
	Iteration 20F: 3 clusters Score -788363.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -788502.125000 Penalty: 4570.358398
	Iteration 21Q: 3 clusters Score -788502.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -788600.000000 Penalty: 4570.358398
	Iteration 22Q: 3 clusters Score -788600 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -788667.625000 Penalty: 4570.358398
	Iteration 23Q: 3 clusters Score -788667.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -788708.500000 Penalty: 4570.358398
	Iteration 24Q: 3 clusters Score -788708.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -788738.312500 Penalty: 4570.358398
	Iteration 25Q: 3 clusters Score -788738.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -788764.875000 Penalty: 4570.358398
	Iteration 26Q: 3 clusters Score -788764.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -788782.625000 Penalty: 4570.358398
	Iteration 27Q: 3 clusters Score -788782.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -788811.062500 Penalty: 4570.358398
	Iteration 28Q: 3 clusters Score -788811.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -788831.437500 Penalty: 4570.358398
	Iteration 29Q: 3 clusters Score -788831.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -788852.125000 Penalty: 4570.358398
	Iteration 30Q: 3 clusters Score -788852.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -788864.812500 Penalty: 4570.358398
	Iteration 31Q: 3 clusters Score -788864.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -788875.625000 Penalty: 4570.358398
	Iteration 32Q: 3 clusters Score -788875.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -788888.812500 Penalty: 4570.358398
	Iteration 33Q: 3 clusters Score -788888.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -788898.625000 Penalty: 4570.358398
	Iteration 34Q: 3 clusters Score -788898.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -788908.250000 Penalty: 4570.358398
	Iteration 35Q: 3 clusters Score -788908.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -788914.812500 Penalty: 4570.358398
	Iteration 36Q: 3 clusters Score -788914.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -788919.000000 Penalty: 4570.358398
	Iteration 37Q: 3 clusters Score -788919 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -788928.687500 Penalty: 4570.358398
	Iteration 38Q: 3 clusters Score -788928.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -788936.187500 Penalty: 4570.358398
	Iteration 39Q: 3 clusters Score -788936.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -788941.625000 Penalty: 4570.358398
	Iteration 40F: 3 clusters Score -788941.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -788944.500000 Penalty: 4570.358398
	Iteration 41Q: 3 clusters Score -788944.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -788949.875000 Penalty: 4570.358398
	Iteration 42Q: 3 clusters Score -788949.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -788950.687500 Penalty: 4570.358398
	Iteration 43Q: 3 clusters Score -788950.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -788949.187500 Penalty: 4570.358398
	Iteration 44Q: 3 clusters Score -788949.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -788950.812500 Penalty: 4570.358398
	Iteration 45Q: 3 clusters Score -788950.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -788954.750000 Penalty: 4570.358398
	Iteration 46Q: 3 clusters Score -788954.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -788955.625000 Penalty: 4570.358398
	Iteration 47Q: 3 clusters Score -788955.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -788954.875000 Penalty: 4570.358398
	Iteration 48Q: 3 clusters Score -788954.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -788958.562500 Penalty: 4570.358398
	Iteration 49Q: 3 clusters Score -788958.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -788961.250000 Penalty: 4570.358398
	Iteration 50Q: 3 clusters Score -788961.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -788965.312500 Penalty: 4570.358398
	Iteration 51Q: 3 clusters Score -788965.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -788966.187500 Penalty: 4570.358398
	Iteration 52Q: 3 clusters Score -788966.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -788969.000000 Penalty: 4570.358398
	Iteration 53Q: 3 clusters Score -788969 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -788970.812500 Penalty: 4570.358398
	Iteration 54Q: 3 clusters Score -788970.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -788971.812500 Penalty: 4570.358398
	Iteration 55Q: 3 clusters Score -788971.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -788972.687500 Penalty: 4570.358398
	Iteration 56Q: 3 clusters Score -788972.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -788973.687500 Penalty: 4570.358398
	Iteration 57Q: 3 clusters Score -788973.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -788975.250000 Penalty: 4570.358398
	Iteration 58Q: 3 clusters Score -788975.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -788976.000000 Penalty: 4570.358398
	Iteration 59Q: 3 clusters Score -788976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -788976.000000 Penalty: 4570.358398
	Iteration 60F: 3 clusters Score -788976 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (25579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25579 members 
Entering Unmasked Estep 
Score: -2011584.250000 Penalty: 2517.082520
	Iteration 0F: 2 clusters Score -2011584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -1993900.000000 Penalty: 5034.165039
	Iteration 0F: 3 clusters Score -1993900 nChanged 11517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -1999933.125000 Penalty: 5034.165039
	Iteration 1F: 3 clusters Score -1999933 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -2000422.000000 Penalty: 5034.165039
	Iteration 2F: 3 clusters Score -2000422 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -2000903.250000 Penalty: 5034.165039
	Iteration 3Q: 3 clusters Score -2000903 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -2001420.500000 Penalty: 5034.165039
	Iteration 4Q: 3 clusters Score -2001420 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -2002053.125000 Penalty: 5034.165039
	Iteration 5Q: 3 clusters Score -2002053 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -2002912.500000 Penalty: 5034.165039
	Iteration 6F: 3 clusters Score -2002912 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -2004019.750000 Penalty: 5034.165039
	Iteration 7F: 3 clusters Score -2004020 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18023 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -2005181.125000 Penalty: 5034.165039
	Iteration 8F: 3 clusters Score -2005181 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18999 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -2006195.500000 Penalty: 5034.165039
	Iteration 9F: 3 clusters Score -2006196 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19844 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -2006935.375000 Penalty: 5034.165039
	Iteration 10Q: 3 clusters Score -2006935 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20534 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -2007480.375000 Penalty: 5034.165039
	Iteration 11Q: 3 clusters Score -2007480 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21105 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -2007857.500000 Penalty: 5034.165039
	Iteration 12Q: 3 clusters Score -2007858 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21540 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -2008124.000000 Penalty: 5034.165039
	Iteration 13Q: 3 clusters Score -2008124 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21923 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -2008355.875000 Penalty: 5034.165039
	Iteration 14Q: 3 clusters Score -2008356 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22235 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -2008525.000000 Penalty: 5034.165039
	Iteration 15Q: 3 clusters Score -2008525 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22499 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -2008652.375000 Penalty: 5034.165039
	Iteration 16Q: 3 clusters Score -2008652 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22743 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -2008783.375000 Penalty: 5034.165039
	Iteration 17Q: 3 clusters Score -2008783 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22957 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -2008886.125000 Penalty: 5034.165039
	Iteration 18Q: 3 clusters Score -2008886 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23129 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -2008965.875000 Penalty: 5034.165039
	Iteration 19Q: 3 clusters Score -2008966 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23290 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -2009038.000000 Penalty: 5034.165039
	Iteration 20F: 3 clusters Score -2009038 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23431 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -2009094.875000 Penalty: 5034.165039
	Iteration 21Q: 3 clusters Score -2009095 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23558 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -2009148.625000 Penalty: 5034.165039
	Iteration 22Q: 3 clusters Score -2009149 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23668 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -2009205.625000 Penalty: 5034.165039
	Iteration 23Q: 3 clusters Score -2009206 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23781 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -2009257.625000 Penalty: 5034.165039
	Iteration 24Q: 3 clusters Score -2009258 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23859 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -2009291.125000 Penalty: 5034.165039
	Iteration 25Q: 3 clusters Score -2009291 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23927 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -2009308.750000 Penalty: 5034.165039
	Iteration 26Q: 3 clusters Score -2009309 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23983 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -2009333.125000 Penalty: 5034.165039
	Iteration 27Q: 3 clusters Score -2009333 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24035 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -2009348.875000 Penalty: 5034.165039
	Iteration 28Q: 3 clusters Score -2009349 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24090 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -2009369.750000 Penalty: 5034.165039
	Iteration 29Q: 3 clusters Score -2009370 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24133 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -2009386.125000 Penalty: 5034.165039
	Iteration 30Q: 3 clusters Score -2009386 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24185 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -2009408.500000 Penalty: 5034.165039
	Iteration 31Q: 3 clusters Score -2009408 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24226 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -2009418.125000 Penalty: 5034.165039
	Iteration 32Q: 3 clusters Score -2009418 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24265 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -2009435.000000 Penalty: 5034.165039
	Iteration 33Q: 3 clusters Score -2009435 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24300 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -2009449.000000 Penalty: 5034.165039
	Iteration 34Q: 3 clusters Score -2009449 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24332 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -2009467.625000 Penalty: 5034.165039
	Iteration 35Q: 3 clusters Score -2009468 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24360 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -2009477.125000 Penalty: 5034.165039
	Iteration 36Q: 3 clusters Score -2009477 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24387 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -2009490.125000 Penalty: 5034.165039
	Iteration 37Q: 3 clusters Score -2009490 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24412 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -2009501.625000 Penalty: 5034.165039
	Iteration 38Q: 3 clusters Score -2009502 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24430 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -2009512.000000 Penalty: 5034.165039
	Iteration 39Q: 3 clusters Score -2009512 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24442 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -2009518.875000 Penalty: 5034.165039
	Iteration 40F: 3 clusters Score -2009519 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24460 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -2009526.625000 Penalty: 5034.165039
	Iteration 41Q: 3 clusters Score -2009527 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24471 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -2009530.625000 Penalty: 5034.165039
	Iteration 42Q: 3 clusters Score -2009531 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24478 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -2009532.375000 Penalty: 5034.165039
	Iteration 43Q: 3 clusters Score -2009532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24484 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -2009533.500000 Penalty: 5034.165039
	Iteration 44Q: 3 clusters Score -2009534 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24495 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -2009542.125000 Penalty: 5034.165039
	Iteration 45Q: 3 clusters Score -2009542 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24505 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -2009540.000000 Penalty: 5034.165039
	Iteration 46Q: 3 clusters Score -2009540 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24517 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -2009549.375000 Penalty: 5034.165039
	Iteration 47Q: 3 clusters Score -2009549 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24530 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -2009550.250000 Penalty: 5034.165039
	Iteration 48Q: 3 clusters Score -2009550 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24543 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -2009561.500000 Penalty: 5034.165039
	Iteration 49Q: 3 clusters Score -2009562 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24551 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -2009563.000000 Penalty: 5034.165039
	Iteration 50Q: 3 clusters Score -2009563 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24561 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -2009573.500000 Penalty: 5034.165039
	Iteration 51Q: 3 clusters Score -2009574 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24570 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -2009573.125000 Penalty: 5034.165039
	Iteration 52Q: 3 clusters Score -2009573 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24575 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -2009575.250000 Penalty: 5034.165039
	Iteration 53Q: 3 clusters Score -2009575 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24583 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -2009577.625000 Penalty: 5034.165039
	Iteration 54Q: 3 clusters Score -2009578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24589 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -2009577.875000 Penalty: 5034.165039
	Iteration 55Q: 3 clusters Score -2009578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24591 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -2009577.625000 Penalty: 5034.165039
	Iteration 56Q: 3 clusters Score -2009578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24590 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -2009579.750000 Penalty: 5034.165039
	Iteration 57Q: 3 clusters Score -2009580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24591 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -2009579.375000 Penalty: 5034.165039
	Iteration 58Q: 3 clusters Score -2009579 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24594 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -2009585.250000 Penalty: 5034.165039
	Iteration 59Q: 3 clusters Score -2009585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24596 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -2009585.125000 Penalty: 5034.165039
	Iteration 60F: 3 clusters Score -2009585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24598 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -2009589.000000 Penalty: 5034.165039
	Iteration 61Q: 3 clusters Score -2009589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24600 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -2009594.625000 Penalty: 5034.165039
	Iteration 62Q: 3 clusters Score -2009595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24604 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -2009593.750000 Penalty: 5034.165039
	Iteration 63Q: 3 clusters Score -2009594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24609 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -2009592.500000 Penalty: 5034.165039
	Iteration 64Q: 3 clusters Score -2009592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24612 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -2009592.125000 Penalty: 5034.165039
	Iteration 65Q: 3 clusters Score -2009592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24613 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -2009593.500000 Penalty: 5034.165039
	Iteration 66Q: 3 clusters Score -2009594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24614 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -2009592.000000 Penalty: 5034.165039
	Iteration 67Q: 3 clusters Score -2009592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24616 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -2009594.250000 Penalty: 5034.165039
	Iteration 68Q: 3 clusters Score -2009594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24617 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -2009595.750000 Penalty: 5034.165039
	Iteration 69Q: 3 clusters Score -2009596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24618 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -2009595.000000 Penalty: 5034.165039
	Iteration 70Q: 3 clusters Score -2009595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24620 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -2009592.000000 Penalty: 5034.165039
	Iteration 71Q: 3 clusters Score -2009592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24624 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -2009592.375000 Penalty: 5034.165039
	Iteration 72Q: 3 clusters Score -2009592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24626 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -2009594.250000 Penalty: 5034.165039
	Iteration 73Q: 3 clusters Score -2009594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24628 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -2009596.625000 Penalty: 5034.165039
	Iteration 74Q: 3 clusters Score -2009597 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24628 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -2009596.625000 Penalty: 5034.165039
	Iteration 75F: 3 clusters Score -2009597 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Entering Unmasked Estep 
Score: -260598.250000 Penalty: 2012.945435
	Iteration 0F: 2 clusters Score -260598.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -257107.656250 Penalty: 4025.890869
	Iteration 0F: 3 clusters Score -257107.7 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -257835.171875 Penalty: 4025.890869
	Iteration 1F: 3 clusters Score -257835.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -258003.031250 Penalty: 4025.890869
	Iteration 2F: 3 clusters Score -258003 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -258087.500000 Penalty: 4025.890869
	Iteration 3Q: 3 clusters Score -258087.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -258143.515625 Penalty: 4025.890869
	Iteration 4Q: 3 clusters Score -258143.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -258193.984375 Penalty: 4025.890869
	Iteration 5Q: 3 clusters Score -258194 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -258236.187500 Penalty: 4025.890869
	Iteration 6Q: 3 clusters Score -258236.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -258272.343750 Penalty: 4025.890869
	Iteration 7Q: 3 clusters Score -258272.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -258309.343750 Penalty: 4025.890869
	Iteration 8Q: 3 clusters Score -258309.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -258339.656250 Penalty: 4025.890869
	Iteration 9Q: 3 clusters Score -258339.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -258364.562500 Penalty: 4025.890869
	Iteration 10Q: 3 clusters Score -258364.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -258380.250000 Penalty: 4025.890869
	Iteration 11Q: 3 clusters Score -258380.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -258399.593750 Penalty: 4025.890869
	Iteration 12Q: 3 clusters Score -258399.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -258420.578125 Penalty: 4025.890869
	Iteration 13Q: 3 clusters Score -258420.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -258439.781250 Penalty: 4025.890869
	Iteration 14Q: 3 clusters Score -258439.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -258463.125000 Penalty: 4025.890869
	Iteration 15Q: 3 clusters Score -258463.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -258482.453125 Penalty: 4025.890869
	Iteration 16Q: 3 clusters Score -258482.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -258499.812500 Penalty: 4025.890869
	Iteration 17Q: 3 clusters Score -258499.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -258517.562500 Penalty: 4025.890869
	Iteration 18Q: 3 clusters Score -258517.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -258524.109375 Penalty: 4025.890869
	Iteration 19Q: 3 clusters Score -258524.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -258529.578125 Penalty: 4025.890869
	Iteration 20F: 3 clusters Score -258529.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -258531.203125 Penalty: 4025.890869
	Iteration 21Q: 3 clusters Score -258531.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -258535.531250 Penalty: 4025.890869
	Iteration 22Q: 3 clusters Score -258535.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -258542.000000 Penalty: 4025.890869
	Iteration 23Q: 3 clusters Score -258542 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -258549.703125 Penalty: 4025.890869
	Iteration 24Q: 3 clusters Score -258549.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -258557.421875 Penalty: 4025.890869
	Iteration 25Q: 3 clusters Score -258557.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -258562.390625 Penalty: 4025.890869
	Iteration 26Q: 3 clusters Score -258562.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -258569.234375 Penalty: 4025.890869
	Iteration 27Q: 3 clusters Score -258569.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -258572.312500 Penalty: 4025.890869
	Iteration 28Q: 3 clusters Score -258572.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -258574.046875 Penalty: 4025.890869
	Iteration 29Q: 3 clusters Score -258574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -258575.546875 Penalty: 4025.890869
	Iteration 30Q: 3 clusters Score -258575.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -258577.234375 Penalty: 4025.890869
	Iteration 31Q: 3 clusters Score -258577.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -258579.140625 Penalty: 4025.890869
	Iteration 32Q: 3 clusters Score -258579.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -258581.734375 Penalty: 4025.890869
	Iteration 33Q: 3 clusters Score -258581.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -258584.937500 Penalty: 4025.890869
	Iteration 34Q: 3 clusters Score -258584.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -258587.234375 Penalty: 4025.890869
	Iteration 35Q: 3 clusters Score -258587.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -258590.281250 Penalty: 4025.890869
	Iteration 36Q: 3 clusters Score -258590.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -258591.515625 Penalty: 4025.890869
	Iteration 37Q: 3 clusters Score -258591.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -258595.390625 Penalty: 4025.890869
	Iteration 38Q: 3 clusters Score -258595.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -258599.062500 Penalty: 4025.890869
	Iteration 39Q: 3 clusters Score -258599.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -258601.546875 Penalty: 4025.890869
	Iteration 40F: 3 clusters Score -258601.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -258603.687500 Penalty: 4025.890869
	Iteration 41Q: 3 clusters Score -258603.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -258606.859375 Penalty: 4025.890869
	Iteration 42Q: 3 clusters Score -258606.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -258609.109375 Penalty: 4025.890869
	Iteration 43Q: 3 clusters Score -258609.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -258609.984375 Penalty: 4025.890869
	Iteration 44Q: 3 clusters Score -258610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -258610.812500 Penalty: 4025.890869
	Iteration 45Q: 3 clusters Score -258610.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -258610.812500 Penalty: 4025.890869
	Iteration 46F: 3 clusters Score -258610.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 3142 members 
Mstep: Class 3 contains 84203 members 
Mstep: Class 4 contains 3486 members 
Mstep: Class 5 contains 369398 members 
Mstep: Class 6 contains 4449 members 
Mstep: Class 7 contains 6222 members 
Mstep: Class 8 contains 6738 members 
Mstep: Class 9 contains 5230 members 
Mstep: Class 10 contains 28300 members 
Mstep: Class 11 contains 219320 members 
Mstep: Class 12 contains 50203 members 
Mstep: Class 13 contains 154388 members 
Mstep: Class 14 contains 117420 members 
Mstep: Class 15 contains 73207 members 
Mstep: Class 16 contains 89082 members 
Mstep: Class 17 contains 2134 members 
Mstep: Class 18 contains 27445 members 
Mstep: Class 19 contains 4563 members 
Mstep: Class 20 contains 8471 members 
Mstep: Class 21 contains 45466 members 
Mstep: Class 22 contains 28729 members 
Mstep: Class 23 contains 9039 members 
Mstep: Class 24 contains 7673 members 
Mstep: Class 25 contains 24344 members 
Mstep: Class 26 contains 16093 members 
Mstep: Class 27 contains 6079 members 
Mstep: Class 28 contains 7812 members 
Mstep: Class 29 contains 3674 members 
Mstep: Class 30 contains 10041 members 
Mstep: Class 31 contains 25579 members 
Mstep: Class 32 contains 3350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111976160.000000 Penalty: 116180.585938
Iteration 159Q: 34 clusters Score -1.119762e+08 nChanged 4800
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 3141 members 
Mstep: Class 3 contains 84410 members 
Mstep: Class 4 contains 3488 members 
Mstep: Class 5 contains 369990 members 
Mstep: Class 6 contains 4444 members 
Mstep: Class 7 contains 6226 members 
Mstep: Class 8 contains 6753 members 
Mstep: Class 9 contains 5230 members 
Mstep: Class 10 contains 28296 members 
Mstep: Class 11 contains 219166 members 
Mstep: Class 12 contains 49905 members 
Mstep: Class 13 contains 154388 members 
Mstep: Class 14 contains 117093 members 
Mstep: Class 15 contains 73211 members 
Mstep: Class 16 contains 89049 members 
Mstep: Class 17 contains 2134 members 
Mstep: Class 18 contains 27462 members 
Mstep: Class 19 contains 4565 members 
Mstep: Class 20 contains 8471 members 
Mstep: Class 21 contains 45468 members 
Mstep: Class 22 contains 28673 members 
Mstep: Class 23 contains 9039 members 
Mstep: Class 24 contains 7677 members 
Mstep: Class 25 contains 24458 members 
Mstep: Class 26 contains 16032 members 
Mstep: Class 27 contains 6079 members 
Mstep: Class 28 contains 7812 members 
Mstep: Class 29 contains 3675 members 
Mstep: Class 30 contains 10040 members 
Mstep: Class 31 contains 25572 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 8056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111976608.000000 Penalty: 116180.585938
Iteration 160F: 34 clusters Score -1.119766e+08 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 3137 members 
Mstep: Class 3 contains 84489 members 
Mstep: Class 4 contains 3491 members 
Mstep: Class 5 contains 370472 members 
Mstep: Class 6 contains 4441 members 
Mstep: Class 7 contains 6226 members 
Mstep: Class 8 contains 6751 members 
Mstep: Class 9 contains 5231 members 
Mstep: Class 10 contains 28285 members 
Mstep: Class 11 contains 219054 members 
Mstep: Class 12 contains 49681 members 
Mstep: Class 13 contains 154389 members 
Mstep: Class 14 contains 116804 members 
Mstep: Class 15 contains 73211 members 
Mstep: Class 16 contains 89024 members 
Mstep: Class 17 contains 2134 members 
Mstep: Class 18 contains 27464 members 
Mstep: Class 19 contains 4566 members 
Mstep: Class 20 contains 8471 members 
Mstep: Class 21 contains 45463 members 
Mstep: Class 22 contains 28624 members 
Mstep: Class 23 contains 9040 members 
Mstep: Class 24 contains 7677 members 
Mstep: Class 25 contains 24413 members 
Mstep: Class 26 contains 15976 members 
Mstep: Class 27 contains 6079 members 
Mstep: Class 28 contains 7812 members 
Mstep: Class 29 contains 3675 members 
Mstep: Class 30 contains 10037 members 
Mstep: Class 31 contains 25559 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 8327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111976784.000000 Penalty: 116180.585938
Iteration 161Q: 34 clusters Score -1.119768e+08 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 3133 members 
Mstep: Class 3 contains 84571 members 
Mstep: Class 4 contains 3493 members 
Mstep: Class 5 contains 370922 members 
Mstep: Class 6 contains 4442 members 
Mstep: Class 7 contains 6227 members 
Mstep: Class 8 contains 6762 members 
Mstep: Class 9 contains 5230 members 
Mstep: Class 10 contains 28282 members 
Mstep: Class 11 contains 218969 members 
Mstep: Class 12 contains 49526 members 
Mstep: Class 13 contains 154381 members 
Mstep: Class 14 contains 116516 members 
Mstep: Class 15 contains 73212 members 
Mstep: Class 16 contains 89004 members 
Mstep: Class 17 contains 2134 members 
Mstep: Class 18 contains 27462 members 
Mstep: Class 19 contains 4566 members 
Mstep: Class 20 contains 8471 members 
Mstep: Class 21 contains 45456 members 
Mstep: Class 22 contains 28579 members 
Mstep: Class 23 contains 9043 members 
Mstep: Class 24 contains 7674 members 
Mstep: Class 25 contains 24392 members 
Mstep: Class 26 contains 15927 members 
Mstep: Class 27 contains 6079 members 
Mstep: Class 28 contains 7812 members 
Mstep: Class 29 contains 3674 members 
Mstep: Class 30 contains 10037 members 
Mstep: Class 31 contains 25539 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 8489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111976784.000000 Penalty: 116180.585938
Iteration 162Q: 34 clusters Score -1.119768e+08 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 3130 members 
Mstep: Class 3 contains 84648 members 
Mstep: Class 4 contains 3496 members 
Mstep: Class 5 contains 371277 members 
Mstep: Class 6 contains 4440 members 
Mstep: Class 7 contains 6228 members 
Mstep: Class 8 contains 6772 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28280 members 
Mstep: Class 11 contains 218915 members 
Mstep: Class 12 contains 49428 members 
Mstep: Class 13 contains 154375 members 
Mstep: Class 14 contains 116254 members 
Mstep: Class 15 contains 73207 members 
Mstep: Class 16 contains 88988 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 27458 members 
Mstep: Class 19 contains 4566 members 
Mstep: Class 20 contains 8471 members 
Mstep: Class 21 contains 45456 members 
Mstep: Class 22 contains 28543 members 
Mstep: Class 23 contains 9045 members 
Mstep: Class 24 contains 7671 members 
Mstep: Class 25 contains 24382 members 
Mstep: Class 26 contains 15873 members 
Mstep: Class 27 contains 6079 members 
Mstep: Class 28 contains 7811 members 
Mstep: Class 29 contains 3674 members 
Mstep: Class 30 contains 10038 members 
Mstep: Class 31 contains 25521 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 8616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111976992.000000 Penalty: 116180.585938
Iteration 163Q: 34 clusters Score -1.11977e+08 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 3124 members 
Mstep: Class 3 contains 84710 members 
Mstep: Class 4 contains 3500 members 
Mstep: Class 5 contains 371585 members 
Mstep: Class 6 contains 4439 members 
Mstep: Class 7 contains 6231 members 
Mstep: Class 8 contains 6783 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28282 members 
Mstep: Class 11 contains 218872 members 
Mstep: Class 12 contains 49360 members 
Mstep: Class 13 contains 154371 members 
Mstep: Class 14 contains 116013 members 
Mstep: Class 15 contains 73205 members 
Mstep: Class 16 contains 88980 members 
Mstep: Class 17 contains 2133 members 
Mstep: Class 18 contains 27452 members 
Mstep: Class 19 contains 4566 members 
Mstep: Class 20 contains 8471 members 
Mstep: Class 21 contains 45453 members 
Mstep: Class 22 contains 28507 members 
Mstep: Class 23 contains 9045 members 
Mstep: Class 24 contains 7665 members 
Mstep: Class 25 contains 24367 members 
Mstep: Class 26 contains 15835 members 
Mstep: Class 27 contains 6079 members 
Mstep: Class 28 contains 7811 members 
Mstep: Class 29 contains 3673 members 
Mstep: Class 30 contains 10038 members 
Mstep: Class 31 contains 25502 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 8721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111976928.000000 Penalty: 116180.585938
Iteration 164Q: 34 clusters Score -1.119769e+08 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 3122 members 
Mstep: Class 3 contains 84755 members 
Mstep: Class 4 contains 3502 members 
Mstep: Class 5 contains 371827 members 
Mstep: Class 6 contains 4442 members 
Mstep: Class 7 contains 6234 members 
Mstep: Class 8 contains 6788 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28278 members 
Mstep: Class 11 contains 218871 members 
Mstep: Class 12 contains 49316 members 
Mstep: Class 13 contains 154364 members 
Mstep: Class 14 contains 115785 members 
Mstep: Class 15 contains 73205 members 
Mstep: Class 16 contains 88978 members 
Mstep: Class 17 contains 2134 members 
Mstep: Class 18 contains 27454 members 
Mstep: Class 19 contains 4566 members 
Mstep: Class 20 contains 8471 members 
Mstep: Class 21 contains 45448 members 
Mstep: Class 22 contains 28481 members 
Mstep: Class 23 contains 9049 members 
Mstep: Class 24 contains 7666 members 
Mstep: Class 25 contains 24356 members 
Mstep: Class 26 contains 15797 members 
Mstep: Class 27 contains 6079 members 
Mstep: Class 28 contains 7811 members 
Mstep: Class 29 contains 3672 members 
Mstep: Class 30 contains 10036 members 
Mstep: Class 31 contains 25480 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 8805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977104.000000 Penalty: 116180.585938
Iteration 165Q: 34 clusters Score -1.119771e+08 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 3124 members 
Mstep: Class 3 contains 84805 members 
Mstep: Class 4 contains 3503 members 
Mstep: Class 5 contains 372050 members 
Mstep: Class 6 contains 4450 members 
Mstep: Class 7 contains 6238 members 
Mstep: Class 8 contains 6795 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28277 members 
Mstep: Class 11 contains 218867 members 
Mstep: Class 12 contains 49278 members 
Mstep: Class 13 contains 154360 members 
Mstep: Class 14 contains 115551 members 
Mstep: Class 15 contains 73207 members 
Mstep: Class 16 contains 88980 members 
Mstep: Class 17 contains 2134 members 
Mstep: Class 18 contains 27450 members 
Mstep: Class 19 contains 4566 members 
Mstep: Class 20 contains 8471 members 
Mstep: Class 21 contains 45440 members 
Mstep: Class 22 contains 28466 members 
Mstep: Class 23 contains 9051 members 
Mstep: Class 24 contains 7659 members 
Mstep: Class 25 contains 24350 members 
Mstep: Class 26 contains 15763 members 
Mstep: Class 27 contains 6079 members 
Mstep: Class 28 contains 7811 members 
Mstep: Class 29 contains 3671 members 
Mstep: Class 30 contains 10034 members 
Mstep: Class 31 contains 25470 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 8872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977208.000000 Penalty: 116180.585938
Iteration 166Q: 34 clusters Score -1.119772e+08 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 3125 members 
Mstep: Class 3 contains 84843 members 
Mstep: Class 4 contains 3504 members 
Mstep: Class 5 contains 372246 members 
Mstep: Class 6 contains 4451 members 
Mstep: Class 7 contains 6239 members 
Mstep: Class 8 contains 6804 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28271 members 
Mstep: Class 11 contains 218874 members 
Mstep: Class 12 contains 49247 members 
Mstep: Class 13 contains 154350 members 
Mstep: Class 14 contains 115329 members 
Mstep: Class 15 contains 73210 members 
Mstep: Class 16 contains 88987 members 
Mstep: Class 17 contains 2134 members 
Mstep: Class 18 contains 27453 members 
Mstep: Class 19 contains 4565 members 
Mstep: Class 20 contains 8471 members 
Mstep: Class 21 contains 45433 members 
Mstep: Class 22 contains 28454 members 
Mstep: Class 23 contains 9051 members 
Mstep: Class 24 contains 7654 members 
Mstep: Class 25 contains 24357 members 
Mstep: Class 26 contains 15737 members 
Mstep: Class 27 contains 6079 members 
Mstep: Class 28 contains 7811 members 
Mstep: Class 29 contains 3670 members 
Mstep: Class 30 contains 10034 members 
Mstep: Class 31 contains 25467 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 8922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977200.000000 Penalty: 116180.585938
Iteration 167Q: 34 clusters Score -1.119772e+08 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 3125 members 
Mstep: Class 3 contains 84880 members 
Mstep: Class 4 contains 3504 members 
Mstep: Class 5 contains 372391 members 
Mstep: Class 6 contains 4454 members 
Mstep: Class 7 contains 6238 members 
Mstep: Class 8 contains 6811 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28268 members 
Mstep: Class 11 contains 218890 members 
Mstep: Class 12 contains 49232 members 
Mstep: Class 13 contains 154348 members 
Mstep: Class 14 contains 115131 members 
Mstep: Class 15 contains 73209 members 
Mstep: Class 16 contains 88988 members 
Mstep: Class 17 contains 2134 members 
Mstep: Class 18 contains 27454 members 
Mstep: Class 19 contains 4565 members 
Mstep: Class 20 contains 8471 members 
Mstep: Class 21 contains 45427 members 
Mstep: Class 22 contains 28448 members 
Mstep: Class 23 contains 9050 members 
Mstep: Class 24 contains 7654 members 
Mstep: Class 25 contains 24359 members 
Mstep: Class 26 contains 15711 members 
Mstep: Class 27 contains 6079 members 
Mstep: Class 28 contains 7811 members 
Mstep: Class 29 contains 3670 members 
Mstep: Class 30 contains 10030 members 
Mstep: Class 31 contains 25462 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 8978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977192.000000 Penalty: 116180.585938
Iteration 168Q: 34 clusters Score -1.119772e+08 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 3125 members 
Mstep: Class 3 contains 84922 members 
Mstep: Class 4 contains 3504 members 
Mstep: Class 5 contains 372509 members 
Mstep: Class 6 contains 4453 members 
Mstep: Class 7 contains 6237 members 
Mstep: Class 8 contains 6812 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28267 members 
Mstep: Class 11 contains 218907 members 
Mstep: Class 12 contains 49224 members 
Mstep: Class 13 contains 154344 members 
Mstep: Class 14 contains 114934 members 
Mstep: Class 15 contains 73212 members 
Mstep: Class 16 contains 88995 members 
Mstep: Class 17 contains 2134 members 
Mstep: Class 18 contains 27454 members 
Mstep: Class 19 contains 4565 members 
Mstep: Class 20 contains 8471 members 
Mstep: Class 21 contains 45423 members 
Mstep: Class 22 contains 28439 members 
Mstep: Class 23 contains 9049 members 
Mstep: Class 24 contains 7656 members 
Mstep: Class 25 contains 24354 members 
Mstep: Class 26 contains 15694 members 
Mstep: Class 27 contains 6079 members 
Mstep: Class 28 contains 7811 members 
Mstep: Class 29 contains 3670 members 
Mstep: Class 30 contains 10030 members 
Mstep: Class 31 contains 25463 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977328.000000 Penalty: 116180.585938
Iteration 169Q: 34 clusters Score -1.119773e+08 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 3127 members 
Mstep: Class 3 contains 84977 members 
Mstep: Class 4 contains 3505 members 
Mstep: Class 5 contains 372629 members 
Mstep: Class 6 contains 4456 members 
Mstep: Class 7 contains 6237 members 
Mstep: Class 8 contains 6816 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28267 members 
Mstep: Class 11 contains 218902 members 
Mstep: Class 12 contains 49215 members 
Mstep: Class 13 contains 154341 members 
Mstep: Class 14 contains 114748 members 
Mstep: Class 15 contains 73213 members 
Mstep: Class 16 contains 89002 members 
Mstep: Class 17 contains 2134 members 
Mstep: Class 18 contains 27454 members 
Mstep: Class 19 contains 4565 members 
Mstep: Class 20 contains 8471 members 
Mstep: Class 21 contains 45419 members 
Mstep: Class 22 contains 28422 members 
Mstep: Class 23 contains 9049 members 
Mstep: Class 24 contains 7655 members 
Mstep: Class 25 contains 24355 members 
Mstep: Class 26 contains 15680 members 
Mstep: Class 27 contains 6079 members 
Mstep: Class 28 contains 7811 members 
Mstep: Class 29 contains 3670 members 
Mstep: Class 30 contains 10030 members 
Mstep: Class 31 contains 25456 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977184.000000 Penalty: 116180.585938
Iteration 170Q: 34 clusters Score -1.119772e+08 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 3128 members 
Mstep: Class 3 contains 85003 members 
Mstep: Class 4 contains 3505 members 
Mstep: Class 5 contains 372762 members 
Mstep: Class 6 contains 4457 members 
Mstep: Class 7 contains 6238 members 
Mstep: Class 8 contains 6817 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28265 members 
Mstep: Class 11 contains 218897 members 
Mstep: Class 12 contains 49205 members 
Mstep: Class 13 contains 154341 members 
Mstep: Class 14 contains 114583 members 
Mstep: Class 15 contains 73214 members 
Mstep: Class 16 contains 89002 members 
Mstep: Class 17 contains 2134 members 
Mstep: Class 18 contains 27454 members 
Mstep: Class 19 contains 4565 members 
Mstep: Class 20 contains 8471 members 
Mstep: Class 21 contains 45418 members 
Mstep: Class 22 contains 28411 members 
Mstep: Class 23 contains 9049 members 
Mstep: Class 24 contains 7655 members 
Mstep: Class 25 contains 24359 members 
Mstep: Class 26 contains 15670 members 
Mstep: Class 27 contains 6079 members 
Mstep: Class 28 contains 7811 members 
Mstep: Class 29 contains 3670 members 
Mstep: Class 30 contains 10032 members 
Mstep: Class 31 contains 25443 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977208.000000 Penalty: 116180.585938
Iteration 171Q: 34 clusters Score -1.119772e+08 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 3128 members 
Mstep: Class 3 contains 85047 members 
Mstep: Class 4 contains 3505 members 
Mstep: Class 5 contains 372887 members 
Mstep: Class 6 contains 4457 members 
Mstep: Class 7 contains 6238 members 
Mstep: Class 8 contains 6818 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28260 members 
Mstep: Class 11 contains 218895 members 
Mstep: Class 12 contains 49193 members 
Mstep: Class 13 contains 154340 members 
Mstep: Class 14 contains 114424 members 
Mstep: Class 15 contains 73219 members 
Mstep: Class 16 contains 88996 members 
Mstep: Class 17 contains 2134 members 
Mstep: Class 18 contains 27452 members 
Mstep: Class 19 contains 4565 members 
Mstep: Class 20 contains 8471 members 
Mstep: Class 21 contains 45414 members 
Mstep: Class 22 contains 28399 members 
Mstep: Class 23 contains 9048 members 
Mstep: Class 24 contains 7654 members 
Mstep: Class 25 contains 24366 members 
Mstep: Class 26 contains 15663 members 
Mstep: Class 27 contains 6079 members 
Mstep: Class 28 contains 7811 members 
Mstep: Class 29 contains 3670 members 
Mstep: Class 30 contains 10033 members 
Mstep: Class 31 contains 25436 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977216.000000 Penalty: 116180.585938
Iteration 172Q: 34 clusters Score -1.119772e+08 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 3128 members 
Mstep: Class 3 contains 85080 members 
Mstep: Class 4 contains 3505 members 
Mstep: Class 5 contains 373017 members 
Mstep: Class 6 contains 4457 members 
Mstep: Class 7 contains 6239 members 
Mstep: Class 8 contains 6819 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28261 members 
Mstep: Class 11 contains 218896 members 
Mstep: Class 12 contains 49188 members 
Mstep: Class 13 contains 154335 members 
Mstep: Class 14 contains 114279 members 
Mstep: Class 15 contains 73222 members 
Mstep: Class 16 contains 88993 members 
Mstep: Class 17 contains 2134 members 
Mstep: Class 18 contains 27447 members 
Mstep: Class 19 contains 4565 members 
Mstep: Class 20 contains 8471 members 
Mstep: Class 21 contains 45413 members 
Mstep: Class 22 contains 28383 members 
Mstep: Class 23 contains 9048 members 
Mstep: Class 24 contains 7652 members 
Mstep: Class 25 contains 24369 members 
Mstep: Class 26 contains 15653 members 
Mstep: Class 27 contains 6079 members 
Mstep: Class 28 contains 7811 members 
Mstep: Class 29 contains 3670 members 
Mstep: Class 30 contains 10035 members 
Mstep: Class 31 contains 25432 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977176.000000 Penalty: 116180.585938
Iteration 173Q: 34 clusters Score -1.119772e+08 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 3127 members 
Mstep: Class 3 contains 85108 members 
Mstep: Class 4 contains 3506 members 
Mstep: Class 5 contains 373117 members 
Mstep: Class 6 contains 4458 members 
Mstep: Class 7 contains 6236 members 
Mstep: Class 8 contains 6823 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28265 members 
Mstep: Class 11 contains 218914 members 
Mstep: Class 12 contains 49181 members 
Mstep: Class 13 contains 154333 members 
Mstep: Class 14 contains 114129 members 
Mstep: Class 15 contains 73225 members 
Mstep: Class 16 contains 88996 members 
Mstep: Class 17 contains 2134 members 
Mstep: Class 18 contains 27443 members 
Mstep: Class 19 contains 4565 members 
Mstep: Class 20 contains 8471 members 
Mstep: Class 21 contains 45411 members 
Mstep: Class 22 contains 28378 members 
Mstep: Class 23 contains 9048 members 
Mstep: Class 24 contains 7648 members 
Mstep: Class 25 contains 24377 members 
Mstep: Class 26 contains 15643 members 
Mstep: Class 27 contains 6079 members 
Mstep: Class 28 contains 7811 members 
Mstep: Class 29 contains 3670 members 
Mstep: Class 30 contains 10036 members 
Mstep: Class 31 contains 25422 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977096.000000 Penalty: 116180.585938
Iteration 174Q: 34 clusters Score -1.119771e+08 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 3127 members 
Mstep: Class 3 contains 85128 members 
Mstep: Class 4 contains 3507 members 
Mstep: Class 5 contains 373223 members 
Mstep: Class 6 contains 4459 members 
Mstep: Class 7 contains 6236 members 
Mstep: Class 8 contains 6825 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28267 members 
Mstep: Class 11 contains 218919 members 
Mstep: Class 12 contains 49174 members 
Mstep: Class 13 contains 154332 members 
Mstep: Class 14 contains 113990 members 
Mstep: Class 15 contains 73229 members 
Mstep: Class 16 contains 88992 members 
Mstep: Class 17 contains 2134 members 
Mstep: Class 18 contains 27444 members 
Mstep: Class 19 contains 4565 members 
Mstep: Class 20 contains 8471 members 
Mstep: Class 21 contains 45408 members 
Mstep: Class 22 contains 28376 members 
Mstep: Class 23 contains 9048 members 
Mstep: Class 24 contains 7644 members 
Mstep: Class 25 contains 24381 members 
Mstep: Class 26 contains 15631 members 
Mstep: Class 27 contains 6079 members 
Mstep: Class 28 contains 7811 members 
Mstep: Class 29 contains 3670 members 
Mstep: Class 30 contains 10035 members 
Mstep: Class 31 contains 25413 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977104.000000 Penalty: 116180.585938
Iteration 175Q: 34 clusters Score -1.119771e+08 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 3126 members 
Mstep: Class 3 contains 85155 members 
Mstep: Class 4 contains 3508 members 
Mstep: Class 5 contains 373331 members 
Mstep: Class 6 contains 4461 members 
Mstep: Class 7 contains 6235 members 
Mstep: Class 8 contains 6823 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28269 members 
Mstep: Class 11 contains 218917 members 
Mstep: Class 12 contains 49169 members 
Mstep: Class 13 contains 154326 members 
Mstep: Class 14 contains 113856 members 
Mstep: Class 15 contains 73232 members 
Mstep: Class 16 contains 88987 members 
Mstep: Class 17 contains 2134 members 
Mstep: Class 18 contains 27443 members 
Mstep: Class 19 contains 4565 members 
Mstep: Class 20 contains 8471 members 
Mstep: Class 21 contains 45406 members 
Mstep: Class 22 contains 28367 members 
Mstep: Class 23 contains 9049 members 
Mstep: Class 24 contains 7641 members 
Mstep: Class 25 contains 24388 members 
Mstep: Class 26 contains 15625 members 
Mstep: Class 27 contains 6079 members 
Mstep: Class 28 contains 7811 members 
Mstep: Class 29 contains 3669 members 
Mstep: Class 30 contains 10035 members 
Mstep: Class 31 contains 25404 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977144.000000 Penalty: 116180.585938
Iteration 176Q: 34 clusters Score -1.119771e+08 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 3125 members 
Mstep: Class 3 contains 85183 members 
Mstep: Class 4 contains 3510 members 
Mstep: Class 5 contains 373412 members 
Mstep: Class 6 contains 4461 members 
Mstep: Class 7 contains 6234 members 
Mstep: Class 8 contains 6826 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28268 members 
Mstep: Class 11 contains 218928 members 
Mstep: Class 12 contains 49164 members 
Mstep: Class 13 contains 154321 members 
Mstep: Class 14 contains 113736 members 
Mstep: Class 15 contains 73233 members 
Mstep: Class 16 contains 88988 members 
Mstep: Class 17 contains 2134 members 
Mstep: Class 18 contains 27445 members 
Mstep: Class 19 contains 4565 members 
Mstep: Class 20 contains 8471 members 
Mstep: Class 21 contains 45405 members 
Mstep: Class 22 contains 28356 members 
Mstep: Class 23 contains 9050 members 
Mstep: Class 24 contains 7641 members 
Mstep: Class 25 contains 24389 members 
Mstep: Class 26 contains 15621 members 
Mstep: Class 27 contains 6079 members 
Mstep: Class 28 contains 7811 members 
Mstep: Class 29 contains 3667 members 
Mstep: Class 30 contains 10035 members 
Mstep: Class 31 contains 25398 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977128.000000 Penalty: 116180.585938
Iteration 177Q: 34 clusters Score -1.119771e+08 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 3123 members 
Mstep: Class 3 contains 85215 members 
Mstep: Class 4 contains 3513 members 
Mstep: Class 5 contains 373483 members 
Mstep: Class 6 contains 4461 members 
Mstep: Class 7 contains 6231 members 
Mstep: Class 8 contains 6828 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28274 members 
Mstep: Class 11 contains 218938 members 
Mstep: Class 12 contains 49165 members 
Mstep: Class 13 contains 154318 members 
Mstep: Class 14 contains 113619 members 
Mstep: Class 15 contains 73233 members 
Mstep: Class 16 contains 88982 members 
Mstep: Class 17 contains 2134 members 
Mstep: Class 18 contains 27450 members 
Mstep: Class 19 contains 4564 members 
Mstep: Class 20 contains 8471 members 
Mstep: Class 21 contains 45401 members 
Mstep: Class 22 contains 28342 members 
Mstep: Class 23 contains 9051 members 
Mstep: Class 24 contains 7642 members 
Mstep: Class 25 contains 24389 members 
Mstep: Class 26 contains 15619 members 
Mstep: Class 27 contains 6079 members 
Mstep: Class 28 contains 7811 members 
Mstep: Class 29 contains 3666 members 
Mstep: Class 30 contains 10035 members 
Mstep: Class 31 contains 25395 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977320.000000 Penalty: 116180.585938
Iteration 178Q: 34 clusters Score -1.119773e+08 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 3121 members 
Mstep: Class 3 contains 85237 members 
Mstep: Class 4 contains 3515 members 
Mstep: Class 5 contains 373564 members 
Mstep: Class 6 contains 4464 members 
Mstep: Class 7 contains 6230 members 
Mstep: Class 8 contains 6828 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28274 members 
Mstep: Class 11 contains 218941 members 
Mstep: Class 12 contains 49164 members 
Mstep: Class 13 contains 154313 members 
Mstep: Class 14 contains 113497 members 
Mstep: Class 15 contains 73234 members 
Mstep: Class 16 contains 88984 members 
Mstep: Class 17 contains 2134 members 
Mstep: Class 18 contains 27452 members 
Mstep: Class 19 contains 4564 members 
Mstep: Class 20 contains 8471 members 
Mstep: Class 21 contains 45397 members 
Mstep: Class 22 contains 28334 members 
Mstep: Class 23 contains 9051 members 
Mstep: Class 24 contains 7641 members 
Mstep: Class 25 contains 24393 members 
Mstep: Class 26 contains 15617 members 
Mstep: Class 27 contains 6079 members 
Mstep: Class 28 contains 7811 members 
Mstep: Class 29 contains 3666 members 
Mstep: Class 30 contains 10035 members 
Mstep: Class 31 contains 25390 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977288.000000 Penalty: 116180.585938
Iteration 179Q: 34 clusters Score -1.119773e+08 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 3120 members 
Mstep: Class 3 contains 85272 members 
Mstep: Class 4 contains 3515 members 
Mstep: Class 5 contains 373630 members 
Mstep: Class 6 contains 4468 members 
Mstep: Class 7 contains 6228 members 
Mstep: Class 8 contains 6829 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28275 members 
Mstep: Class 11 contains 218957 members 
Mstep: Class 12 contains 49163 members 
Mstep: Class 13 contains 154311 members 
Mstep: Class 14 contains 113366 members 
Mstep: Class 15 contains 73233 members 
Mstep: Class 16 contains 88988 members 
Mstep: Class 17 contains 2134 members 
Mstep: Class 18 contains 27454 members 
Mstep: Class 19 contains 4563 members 
Mstep: Class 20 contains 8471 members 
Mstep: Class 21 contains 45394 members 
Mstep: Class 22 contains 28326 members 
Mstep: Class 23 contains 9051 members 
Mstep: Class 24 contains 7641 members 
Mstep: Class 25 contains 24387 members 
Mstep: Class 26 contains 15617 members 
Mstep: Class 27 contains 6079 members 
Mstep: Class 28 contains 7809 members 
Mstep: Class 29 contains 3666 members 
Mstep: Class 30 contains 10036 members 
Mstep: Class 31 contains 25387 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977272.000000 Penalty: 116180.585938
Iteration 180F: 34 clusters Score -1.119773e+08 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 3119 members 
Mstep: Class 3 contains 85304 members 
Mstep: Class 4 contains 3516 members 
Mstep: Class 5 contains 373687 members 
Mstep: Class 6 contains 4467 members 
Mstep: Class 7 contains 6224 members 
Mstep: Class 8 contains 6830 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28274 members 
Mstep: Class 11 contains 218968 members 
Mstep: Class 12 contains 49161 members 
Mstep: Class 13 contains 154310 members 
Mstep: Class 14 contains 113243 members 
Mstep: Class 15 contains 73233 members 
Mstep: Class 16 contains 88997 members 
Mstep: Class 17 contains 2134 members 
Mstep: Class 18 contains 27459 members 
Mstep: Class 19 contains 4562 members 
Mstep: Class 20 contains 8471 members 
Mstep: Class 21 contains 45391 members 
Mstep: Class 22 contains 28319 members 
Mstep: Class 23 contains 9051 members 
Mstep: Class 24 contains 7642 members 
Mstep: Class 25 contains 24385 members 
Mstep: Class 26 contains 15618 members 
Mstep: Class 27 contains 6079 members 
Mstep: Class 28 contains 7809 members 
Mstep: Class 29 contains 3665 members 
Mstep: Class 30 contains 10035 members 
Mstep: Class 31 contains 25386 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977304.000000 Penalty: 116180.585938
Iteration 181Q: 34 clusters Score -1.119773e+08 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 3117 members 
Mstep: Class 3 contains 85339 members 
Mstep: Class 4 contains 3518 members 
Mstep: Class 5 contains 373760 members 
Mstep: Class 6 contains 4468 members 
Mstep: Class 7 contains 6218 members 
Mstep: Class 8 contains 6830 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28274 members 
Mstep: Class 11 contains 218970 members 
Mstep: Class 12 contains 49162 members 
Mstep: Class 13 contains 154308 members 
Mstep: Class 14 contains 113117 members 
Mstep: Class 15 contains 73235 members 
Mstep: Class 16 contains 89004 members 
Mstep: Class 17 contains 2135 members 
Mstep: Class 18 contains 27463 members 
Mstep: Class 19 contains 4561 members 
Mstep: Class 20 contains 8471 members 
Mstep: Class 21 contains 45390 members 
Mstep: Class 22 contains 28311 members 
Mstep: Class 23 contains 9051 members 
Mstep: Class 24 contains 7643 members 
Mstep: Class 25 contains 24383 members 
Mstep: Class 26 contains 15617 members 
Mstep: Class 27 contains 6079 members 
Mstep: Class 28 contains 7809 members 
Mstep: Class 29 contains 3664 members 
Mstep: Class 30 contains 10035 members 
Mstep: Class 31 contains 25386 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977152.000000 Penalty: 116180.585938
Iteration 182Q: 34 clusters Score -1.119772e+08 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 3116 members 
Mstep: Class 3 contains 85374 members 
Mstep: Class 4 contains 3520 members 
Mstep: Class 5 contains 373828 members 
Mstep: Class 6 contains 4468 members 
Mstep: Class 7 contains 6219 members 
Mstep: Class 8 contains 6829 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28273 members 
Mstep: Class 11 contains 218982 members 
Mstep: Class 12 contains 49162 members 
Mstep: Class 13 contains 154305 members 
Mstep: Class 14 contains 112989 members 
Mstep: Class 15 contains 73238 members 
Mstep: Class 16 contains 89006 members 
Mstep: Class 17 contains 2135 members 
Mstep: Class 18 contains 27465 members 
Mstep: Class 19 contains 4561 members 
Mstep: Class 20 contains 8471 members 
Mstep: Class 21 contains 45390 members 
Mstep: Class 22 contains 28305 members 
Mstep: Class 23 contains 9051 members 
Mstep: Class 24 contains 7645 members 
Mstep: Class 25 contains 24381 members 
Mstep: Class 26 contains 15619 members 
Mstep: Class 27 contains 6079 members 
Mstep: Class 28 contains 7809 members 
Mstep: Class 29 contains 3663 members 
Mstep: Class 30 contains 10035 members 
Mstep: Class 31 contains 25383 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977128.000000 Penalty: 116180.585938
Iteration 183Q: 34 clusters Score -1.119771e+08 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 3113 members 
Mstep: Class 3 contains 85404 members 
Mstep: Class 4 contains 3526 members 
Mstep: Class 5 contains 373906 members 
Mstep: Class 6 contains 4468 members 
Mstep: Class 7 contains 6217 members 
Mstep: Class 8 contains 6828 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28272 members 
Mstep: Class 11 contains 218996 members 
Mstep: Class 12 contains 49163 members 
Mstep: Class 13 contains 154301 members 
Mstep: Class 14 contains 112856 members 
Mstep: Class 15 contains 73237 members 
Mstep: Class 16 contains 89010 members 
Mstep: Class 17 contains 2135 members 
Mstep: Class 18 contains 27469 members 
Mstep: Class 19 contains 4562 members 
Mstep: Class 20 contains 8472 members 
Mstep: Class 21 contains 45390 members 
Mstep: Class 22 contains 28294 members 
Mstep: Class 23 contains 9051 members 
Mstep: Class 24 contains 7645 members 
Mstep: Class 25 contains 24384 members 
Mstep: Class 26 contains 15620 members 
Mstep: Class 27 contains 6078 members 
Mstep: Class 28 contains 7809 members 
Mstep: Class 29 contains 3662 members 
Mstep: Class 30 contains 10035 members 
Mstep: Class 31 contains 25382 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977112.000000 Penalty: 116180.585938
Iteration 184Q: 34 clusters Score -1.119771e+08 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 3110 members 
Mstep: Class 3 contains 85431 members 
Mstep: Class 4 contains 3531 members 
Mstep: Class 5 contains 373981 members 
Mstep: Class 6 contains 4469 members 
Mstep: Class 7 contains 6218 members 
Mstep: Class 8 contains 6829 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28272 members 
Mstep: Class 11 contains 219008 members 
Mstep: Class 12 contains 49163 members 
Mstep: Class 13 contains 154298 members 
Mstep: Class 14 contains 112738 members 
Mstep: Class 15 contains 73236 members 
Mstep: Class 16 contains 89014 members 
Mstep: Class 17 contains 2135 members 
Mstep: Class 18 contains 27472 members 
Mstep: Class 19 contains 4562 members 
Mstep: Class 20 contains 8472 members 
Mstep: Class 21 contains 45391 members 
Mstep: Class 22 contains 28282 members 
Mstep: Class 23 contains 9051 members 
Mstep: Class 24 contains 7640 members 
Mstep: Class 25 contains 24388 members 
Mstep: Class 26 contains 15619 members 
Mstep: Class 27 contains 6078 members 
Mstep: Class 28 contains 7809 members 
Mstep: Class 29 contains 3661 members 
Mstep: Class 30 contains 10034 members 
Mstep: Class 31 contains 25383 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977048.000000 Penalty: 116180.585938
Iteration 185Q: 34 clusters Score -1.11977e+08 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 3106 members 
Mstep: Class 3 contains 85464 members 
Mstep: Class 4 contains 3536 members 
Mstep: Class 5 contains 374065 members 
Mstep: Class 6 contains 4470 members 
Mstep: Class 7 contains 6221 members 
Mstep: Class 8 contains 6829 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28271 members 
Mstep: Class 11 contains 219018 members 
Mstep: Class 12 contains 49163 members 
Mstep: Class 13 contains 154296 members 
Mstep: Class 14 contains 112610 members 
Mstep: Class 15 contains 73236 members 
Mstep: Class 16 contains 89010 members 
Mstep: Class 17 contains 2135 members 
Mstep: Class 18 contains 27474 members 
Mstep: Class 19 contains 4562 members 
Mstep: Class 20 contains 8472 members 
Mstep: Class 21 contains 45390 members 
Mstep: Class 22 contains 28275 members 
Mstep: Class 23 contains 9052 members 
Mstep: Class 24 contains 7638 members 
Mstep: Class 25 contains 24389 members 
Mstep: Class 26 contains 15618 members 
Mstep: Class 27 contains 6078 members 
Mstep: Class 28 contains 7809 members 
Mstep: Class 29 contains 3658 members 
Mstep: Class 30 contains 10035 members 
Mstep: Class 31 contains 25384 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977136.000000 Penalty: 116180.585938
Iteration 186Q: 34 clusters Score -1.119771e+08 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 3099 members 
Mstep: Class 3 contains 85498 members 
Mstep: Class 4 contains 3538 members 
Mstep: Class 5 contains 374126 members 
Mstep: Class 6 contains 4470 members 
Mstep: Class 7 contains 6221 members 
Mstep: Class 8 contains 6829 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28276 members 
Mstep: Class 11 contains 219028 members 
Mstep: Class 12 contains 49164 members 
Mstep: Class 13 contains 154296 members 
Mstep: Class 14 contains 112507 members 
Mstep: Class 15 contains 73233 members 
Mstep: Class 16 contains 89007 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 27473 members 
Mstep: Class 19 contains 4562 members 
Mstep: Class 20 contains 8472 members 
Mstep: Class 21 contains 45389 members 
Mstep: Class 22 contains 28265 members 
Mstep: Class 23 contains 9054 members 
Mstep: Class 24 contains 7638 members 
Mstep: Class 25 contains 24389 members 
Mstep: Class 26 contains 15618 members 
Mstep: Class 27 contains 6078 members 
Mstep: Class 28 contains 7809 members 
Mstep: Class 29 contains 3655 members 
Mstep: Class 30 contains 10035 members 
Mstep: Class 31 contains 25385 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977256.000000 Penalty: 116180.585938
Iteration 187Q: 34 clusters Score -1.119773e+08 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 3096 members 
Mstep: Class 3 contains 85530 members 
Mstep: Class 4 contains 3537 members 
Mstep: Class 5 contains 374197 members 
Mstep: Class 6 contains 4470 members 
Mstep: Class 7 contains 6220 members 
Mstep: Class 8 contains 6829 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28284 members 
Mstep: Class 11 contains 219032 members 
Mstep: Class 12 contains 49161 members 
Mstep: Class 13 contains 154295 members 
Mstep: Class 14 contains 112394 members 
Mstep: Class 15 contains 73234 members 
Mstep: Class 16 contains 89009 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 27475 members 
Mstep: Class 19 contains 4562 members 
Mstep: Class 20 contains 8472 members 
Mstep: Class 21 contains 45388 members 
Mstep: Class 22 contains 28256 members 
Mstep: Class 23 contains 9054 members 
Mstep: Class 24 contains 7639 members 
Mstep: Class 25 contains 24387 members 
Mstep: Class 26 contains 15618 members 
Mstep: Class 27 contains 6078 members 
Mstep: Class 28 contains 7808 members 
Mstep: Class 29 contains 3654 members 
Mstep: Class 30 contains 10035 members 
Mstep: Class 31 contains 25387 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977104.000000 Penalty: 116180.585938
Iteration 188Q: 34 clusters Score -1.119771e+08 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 3095 members 
Mstep: Class 3 contains 85556 members 
Mstep: Class 4 contains 3539 members 
Mstep: Class 5 contains 374295 members 
Mstep: Class 6 contains 4470 members 
Mstep: Class 7 contains 6220 members 
Mstep: Class 8 contains 6829 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28287 members 
Mstep: Class 11 contains 219021 members 
Mstep: Class 12 contains 49159 members 
Mstep: Class 13 contains 154293 members 
Mstep: Class 14 contains 112277 members 
Mstep: Class 15 contains 73233 members 
Mstep: Class 16 contains 89014 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 27480 members 
Mstep: Class 19 contains 4562 members 
Mstep: Class 20 contains 8472 members 
Mstep: Class 21 contains 45388 members 
Mstep: Class 22 contains 28245 members 
Mstep: Class 23 contains 9055 members 
Mstep: Class 24 contains 7639 members 
Mstep: Class 25 contains 24386 members 
Mstep: Class 26 contains 15618 members 
Mstep: Class 27 contains 6078 members 
Mstep: Class 28 contains 7808 members 
Mstep: Class 29 contains 3651 members 
Mstep: Class 30 contains 10035 members 
Mstep: Class 31 contains 25387 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977112.000000 Penalty: 116180.585938
Iteration 189Q: 34 clusters Score -1.119771e+08 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 3095 members 
Mstep: Class 3 contains 85582 members 
Mstep: Class 4 contains 3540 members 
Mstep: Class 5 contains 374381 members 
Mstep: Class 6 contains 4470 members 
Mstep: Class 7 contains 6220 members 
Mstep: Class 8 contains 6829 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28291 members 
Mstep: Class 11 contains 219028 members 
Mstep: Class 12 contains 49156 members 
Mstep: Class 13 contains 154292 members 
Mstep: Class 14 contains 112162 members 
Mstep: Class 15 contains 73233 members 
Mstep: Class 16 contains 89013 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 27478 members 
Mstep: Class 19 contains 4562 members 
Mstep: Class 20 contains 8472 members 
Mstep: Class 21 contains 45387 members 
Mstep: Class 22 contains 28239 members 
Mstep: Class 23 contains 9055 members 
Mstep: Class 24 contains 7638 members 
Mstep: Class 25 contains 24388 members 
Mstep: Class 26 contains 15617 members 
Mstep: Class 27 contains 6078 members 
Mstep: Class 28 contains 7808 members 
Mstep: Class 29 contains 3649 members 
Mstep: Class 30 contains 10035 members 
Mstep: Class 31 contains 25386 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111976968.000000 Penalty: 116180.585938
Iteration 190Q: 34 clusters Score -1.11977e+08 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 3095 members 
Mstep: Class 3 contains 85605 members 
Mstep: Class 4 contains 3540 members 
Mstep: Class 5 contains 374481 members 
Mstep: Class 6 contains 4470 members 
Mstep: Class 7 contains 6221 members 
Mstep: Class 8 contains 6831 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28294 members 
Mstep: Class 11 contains 219017 members 
Mstep: Class 12 contains 49156 members 
Mstep: Class 13 contains 154289 members 
Mstep: Class 14 contains 112040 members 
Mstep: Class 15 contains 73234 members 
Mstep: Class 16 contains 89016 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 27477 members 
Mstep: Class 19 contains 4562 members 
Mstep: Class 20 contains 8472 members 
Mstep: Class 21 contains 45386 members 
Mstep: Class 22 contains 28233 members 
Mstep: Class 23 contains 9055 members 
Mstep: Class 24 contains 7637 members 
Mstep: Class 25 contains 24393 members 
Mstep: Class 26 contains 15617 members 
Mstep: Class 27 contains 6078 members 
Mstep: Class 28 contains 7808 members 
Mstep: Class 29 contains 3648 members 
Mstep: Class 30 contains 10035 members 
Mstep: Class 31 contains 25387 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977136.000000 Penalty: 116180.585938
Iteration 191Q: 34 clusters Score -1.119771e+08 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 3095 members 
Mstep: Class 3 contains 85624 members 
Mstep: Class 4 contains 3540 members 
Mstep: Class 5 contains 374590 members 
Mstep: Class 6 contains 4469 members 
Mstep: Class 7 contains 6222 members 
Mstep: Class 8 contains 6829 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28295 members 
Mstep: Class 11 contains 219005 members 
Mstep: Class 12 contains 49156 members 
Mstep: Class 13 contains 154288 members 
Mstep: Class 14 contains 111925 members 
Mstep: Class 15 contains 73233 members 
Mstep: Class 16 contains 89016 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 27479 members 
Mstep: Class 19 contains 4564 members 
Mstep: Class 20 contains 8472 members 
Mstep: Class 21 contains 45386 members 
Mstep: Class 22 contains 28230 members 
Mstep: Class 23 contains 9055 members 
Mstep: Class 24 contains 7634 members 
Mstep: Class 25 contains 24396 members 
Mstep: Class 26 contains 15618 members 
Mstep: Class 27 contains 6078 members 
Mstep: Class 28 contains 7808 members 
Mstep: Class 29 contains 3648 members 
Mstep: Class 30 contains 10035 members 
Mstep: Class 31 contains 25384 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977064.000000 Penalty: 116180.585938
Iteration 192Q: 34 clusters Score -1.119771e+08 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 3095 members 
Mstep: Class 3 contains 85641 members 
Mstep: Class 4 contains 3541 members 
Mstep: Class 5 contains 374677 members 
Mstep: Class 6 contains 4469 members 
Mstep: Class 7 contains 6221 members 
Mstep: Class 8 contains 6829 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28295 members 
Mstep: Class 11 contains 219011 members 
Mstep: Class 12 contains 49151 members 
Mstep: Class 13 contains 154288 members 
Mstep: Class 14 contains 111818 members 
Mstep: Class 15 contains 73232 members 
Mstep: Class 16 contains 89017 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 27477 members 
Mstep: Class 19 contains 4565 members 
Mstep: Class 20 contains 8472 members 
Mstep: Class 21 contains 45385 members 
Mstep: Class 22 contains 28228 members 
Mstep: Class 23 contains 9055 members 
Mstep: Class 24 contains 7633 members 
Mstep: Class 25 contains 24398 members 
Mstep: Class 26 contains 15617 members 
Mstep: Class 27 contains 6078 members 
Mstep: Class 28 contains 7808 members 
Mstep: Class 29 contains 3648 members 
Mstep: Class 30 contains 10035 members 
Mstep: Class 31 contains 25385 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977224.000000 Penalty: 116180.585938
Iteration 193Q: 34 clusters Score -1.119772e+08 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 3094 members 
Mstep: Class 3 contains 85656 members 
Mstep: Class 4 contains 3542 members 
Mstep: Class 5 contains 374749 members 
Mstep: Class 6 contains 4470 members 
Mstep: Class 7 contains 6222 members 
Mstep: Class 8 contains 6828 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28298 members 
Mstep: Class 11 contains 219013 members 
Mstep: Class 12 contains 49152 members 
Mstep: Class 13 contains 154287 members 
Mstep: Class 14 contains 111727 members 
Mstep: Class 15 contains 73233 members 
Mstep: Class 16 contains 89015 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 27473 members 
Mstep: Class 19 contains 4564 members 
Mstep: Class 20 contains 8472 members 
Mstep: Class 21 contains 45385 members 
Mstep: Class 22 contains 28227 members 
Mstep: Class 23 contains 9055 members 
Mstep: Class 24 contains 7634 members 
Mstep: Class 25 contains 24398 members 
Mstep: Class 26 contains 15616 members 
Mstep: Class 27 contains 6078 members 
Mstep: Class 28 contains 7808 members 
Mstep: Class 29 contains 3648 members 
Mstep: Class 30 contains 10035 members 
Mstep: Class 31 contains 25384 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977152.000000 Penalty: 116180.585938
Iteration 194Q: 34 clusters Score -1.119772e+08 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 3093 members 
Mstep: Class 3 contains 85674 members 
Mstep: Class 4 contains 3543 members 
Mstep: Class 5 contains 374819 members 
Mstep: Class 6 contains 4470 members 
Mstep: Class 7 contains 6224 members 
Mstep: Class 8 contains 6828 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28300 members 
Mstep: Class 11 contains 219016 members 
Mstep: Class 12 contains 49154 members 
Mstep: Class 13 contains 154285 members 
Mstep: Class 14 contains 111627 members 
Mstep: Class 15 contains 73232 members 
Mstep: Class 16 contains 89022 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 27473 members 
Mstep: Class 19 contains 4563 members 
Mstep: Class 20 contains 8472 members 
Mstep: Class 21 contains 45384 members 
Mstep: Class 22 contains 28225 members 
Mstep: Class 23 contains 9055 members 
Mstep: Class 24 contains 7635 members 
Mstep: Class 25 contains 24398 members 
Mstep: Class 26 contains 15616 members 
Mstep: Class 27 contains 6078 members 
Mstep: Class 28 contains 7808 members 
Mstep: Class 29 contains 3648 members 
Mstep: Class 30 contains 10035 members 
Mstep: Class 31 contains 25385 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977152.000000 Penalty: 116180.585938
Iteration 195Q: 34 clusters Score -1.119772e+08 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 3093 members 
Mstep: Class 3 contains 85696 members 
Mstep: Class 4 contains 3543 members 
Mstep: Class 5 contains 374890 members 
Mstep: Class 6 contains 4470 members 
Mstep: Class 7 contains 6225 members 
Mstep: Class 8 contains 6829 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28305 members 
Mstep: Class 11 contains 219022 members 
Mstep: Class 12 contains 49157 members 
Mstep: Class 13 contains 154284 members 
Mstep: Class 14 contains 111526 members 
Mstep: Class 15 contains 73230 members 
Mstep: Class 16 contains 89027 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 27468 members 
Mstep: Class 19 contains 4562 members 
Mstep: Class 20 contains 8472 members 
Mstep: Class 21 contains 45384 members 
Mstep: Class 22 contains 28224 members 
Mstep: Class 23 contains 9055 members 
Mstep: Class 24 contains 7633 members 
Mstep: Class 25 contains 24398 members 
Mstep: Class 26 contains 15615 members 
Mstep: Class 27 contains 6078 members 
Mstep: Class 28 contains 7808 members 
Mstep: Class 29 contains 3648 members 
Mstep: Class 30 contains 10035 members 
Mstep: Class 31 contains 25385 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977120.000000 Penalty: 116180.585938
Iteration 196Q: 34 clusters Score -1.119771e+08 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 3093 members 
Mstep: Class 3 contains 85719 members 
Mstep: Class 4 contains 3543 members 
Mstep: Class 5 contains 374956 members 
Mstep: Class 6 contains 4471 members 
Mstep: Class 7 contains 6225 members 
Mstep: Class 8 contains 6829 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28311 members 
Mstep: Class 11 contains 219032 members 
Mstep: Class 12 contains 49162 members 
Mstep: Class 13 contains 154281 members 
Mstep: Class 14 contains 111420 members 
Mstep: Class 15 contains 73230 members 
Mstep: Class 16 contains 89024 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 27464 members 
Mstep: Class 19 contains 4560 members 
Mstep: Class 20 contains 8472 members 
Mstep: Class 21 contains 45385 members 
Mstep: Class 22 contains 28224 members 
Mstep: Class 23 contains 9055 members 
Mstep: Class 24 contains 7634 members 
Mstep: Class 25 contains 24405 members 
Mstep: Class 26 contains 15615 members 
Mstep: Class 27 contains 6078 members 
Mstep: Class 28 contains 7808 members 
Mstep: Class 29 contains 3649 members 
Mstep: Class 30 contains 10035 members 
Mstep: Class 31 contains 25382 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977056.000000 Penalty: 116180.585938
Iteration 197Q: 34 clusters Score -1.119771e+08 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 3093 members 
Mstep: Class 3 contains 85736 members 
Mstep: Class 4 contains 3543 members 
Mstep: Class 5 contains 375029 members 
Mstep: Class 6 contains 4470 members 
Mstep: Class 7 contains 6224 members 
Mstep: Class 8 contains 6829 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28310 members 
Mstep: Class 11 contains 219042 members 
Mstep: Class 12 contains 49161 members 
Mstep: Class 13 contains 154280 members 
Mstep: Class 14 contains 111323 members 
Mstep: Class 15 contains 73228 members 
Mstep: Class 16 contains 89017 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 27468 members 
Mstep: Class 19 contains 4561 members 
Mstep: Class 20 contains 8472 members 
Mstep: Class 21 contains 45387 members 
Mstep: Class 22 contains 28225 members 
Mstep: Class 23 contains 9055 members 
Mstep: Class 24 contains 7634 members 
Mstep: Class 25 contains 24408 members 
Mstep: Class 26 contains 15615 members 
Mstep: Class 27 contains 6078 members 
Mstep: Class 28 contains 7808 members 
Mstep: Class 29 contains 3650 members 
Mstep: Class 30 contains 10035 members 
Mstep: Class 31 contains 25381 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977032.000000 Penalty: 116180.585938
Iteration 198Q: 34 clusters Score -1.11977e+08 nChanged 155
Entering ConstructFrom: 
Score: -111977032.000000 Penalty: 116180.585938
Entering ConstructFrom: 
Trying to split cluster 1 (9725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Entering Unmasked Estep 
Score: -731430.937500 Penalty: 2277.248779
	Iteration 0F: 2 clusters Score -731430.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -723874.125000 Penalty: 4554.497559
	Iteration 0F: 3 clusters Score -723874.1 nChanged 4121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -726295.250000 Penalty: 4554.497559
	Iteration 1F: 3 clusters Score -726295.2 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -726870.750000 Penalty: 4554.497559
	Iteration 2F: 3 clusters Score -726870.8 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -727597.375000 Penalty: 4554.497559
	Iteration 3F: 3 clusters Score -727597.4 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -728454.687500 Penalty: 4554.497559
	Iteration 4F: 3 clusters Score -728454.7 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -729197.437500 Penalty: 4554.497559
	Iteration 5F: 3 clusters Score -729197.4 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -729767.187500 Penalty: 4554.497559
	Iteration 6F: 3 clusters Score -729767.2 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -730172.687500 Penalty: 4554.497559
	Iteration 7F: 3 clusters Score -730172.7 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -730466.937500 Penalty: 4554.497559
	Iteration 8Q: 3 clusters Score -730466.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -730673.062500 Penalty: 4554.497559
	Iteration 9Q: 3 clusters Score -730673.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -730807.125000 Penalty: 4554.497559
	Iteration 10Q: 3 clusters Score -730807.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -730884.625000 Penalty: 4554.497559
	Iteration 11Q: 3 clusters Score -730884.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -730940.125000 Penalty: 4554.497559
	Iteration 12Q: 3 clusters Score -730940.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -730981.937500 Penalty: 4554.497559
	Iteration 13Q: 3 clusters Score -730981.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -731010.062500 Penalty: 4554.497559
	Iteration 14Q: 3 clusters Score -731010.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -731033.187500 Penalty: 4554.497559
	Iteration 15Q: 3 clusters Score -731033.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -731057.562500 Penalty: 4554.497559
	Iteration 16Q: 3 clusters Score -731057.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -731073.937500 Penalty: 4554.497559
	Iteration 17Q: 3 clusters Score -731073.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -731087.687500 Penalty: 4554.497559
	Iteration 18Q: 3 clusters Score -731087.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -731098.750000 Penalty: 4554.497559
	Iteration 19Q: 3 clusters Score -731098.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -731112.125000 Penalty: 4554.497559
	Iteration 20F: 3 clusters Score -731112.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -731123.375000 Penalty: 4554.497559
	Iteration 21Q: 3 clusters Score -731123.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -731130.812500 Penalty: 4554.497559
	Iteration 22Q: 3 clusters Score -731130.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -731137.375000 Penalty: 4554.497559
	Iteration 23Q: 3 clusters Score -731137.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -731140.187500 Penalty: 4554.497559
	Iteration 24Q: 3 clusters Score -731140.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -731146.062500 Penalty: 4554.497559
	Iteration 25Q: 3 clusters Score -731146.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -731148.312500 Penalty: 4554.497559
	Iteration 26Q: 3 clusters Score -731148.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -731149.375000 Penalty: 4554.497559
	Iteration 27Q: 3 clusters Score -731149.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -731154.125000 Penalty: 4554.497559
	Iteration 28Q: 3 clusters Score -731154.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -731157.812500 Penalty: 4554.497559
	Iteration 29Q: 3 clusters Score -731157.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -731158.312500 Penalty: 4554.497559
	Iteration 30Q: 3 clusters Score -731158.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -731158.375000 Penalty: 4554.497559
	Iteration 31Q: 3 clusters Score -731158.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -731158.500000 Penalty: 4554.497559
	Iteration 32Q: 3 clusters Score -731158.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -731164.437500 Penalty: 4554.497559
	Iteration 33Q: 3 clusters Score -731164.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -731166.375000 Penalty: 4554.497559
	Iteration 34Q: 3 clusters Score -731166.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -731167.312500 Penalty: 4554.497559
	Iteration 35Q: 3 clusters Score -731167.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -731167.312500 Penalty: 4554.497559
	Iteration 36F: 3 clusters Score -731167.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Entering Unmasked Estep 
Score: -194231.390625 Penalty: 1993.150391
	Iteration 0F: 2 clusters Score -194231.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -190998.968750 Penalty: 3986.300781
	Iteration 0F: 3 clusters Score -190999 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -192245.328125 Penalty: 3986.300781
	Iteration 1F: 3 clusters Score -192245.3 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -192877.781250 Penalty: 3986.300781
	Iteration 2F: 3 clusters Score -192877.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -193260.421875 Penalty: 3986.300781
	Iteration 3F: 3 clusters Score -193260.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -193483.671875 Penalty: 3986.300781
	Iteration 4F: 3 clusters Score -193483.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -193630.218750 Penalty: 3986.300781
	Iteration 5Q: 3 clusters Score -193630.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -193750.953125 Penalty: 3986.300781
	Iteration 6Q: 3 clusters Score -193751 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -193843.531250 Penalty: 3986.300781
	Iteration 7Q: 3 clusters Score -193843.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -193920.265625 Penalty: 3986.300781
	Iteration 8Q: 3 clusters Score -193920.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -193975.328125 Penalty: 3986.300781
	Iteration 9Q: 3 clusters Score -193975.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -194006.250000 Penalty: 3986.300781
	Iteration 10Q: 3 clusters Score -194006.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -194030.796875 Penalty: 3986.300781
	Iteration 11Q: 3 clusters Score -194030.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -194042.640625 Penalty: 3986.300781
	Iteration 12Q: 3 clusters Score -194042.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -194049.781250 Penalty: 3986.300781
	Iteration 13Q: 3 clusters Score -194049.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -194057.968750 Penalty: 3986.300781
	Iteration 14Q: 3 clusters Score -194058 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -194069.687500 Penalty: 3986.300781
	Iteration 15Q: 3 clusters Score -194069.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -194078.390625 Penalty: 3986.300781
	Iteration 16Q: 3 clusters Score -194078.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -194096.156250 Penalty: 3986.300781
	Iteration 17Q: 3 clusters Score -194096.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -194124.437500 Penalty: 3986.300781
	Iteration 18Q: 3 clusters Score -194124.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -194148.343750 Penalty: 3986.300781
	Iteration 19Q: 3 clusters Score -194148.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -194167.218750 Penalty: 3986.300781
	Iteration 20F: 3 clusters Score -194167.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -194177.281250 Penalty: 3986.300781
	Iteration 21Q: 3 clusters Score -194177.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -194181.812500 Penalty: 3986.300781
	Iteration 22Q: 3 clusters Score -194181.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -194184.390625 Penalty: 3986.300781
	Iteration 23Q: 3 clusters Score -194184.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -194186.156250 Penalty: 3986.300781
	Iteration 24Q: 3 clusters Score -194186.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -194187.562500 Penalty: 3986.300781
	Iteration 25Q: 3 clusters Score -194187.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -194188.531250 Penalty: 3986.300781
	Iteration 26Q: 3 clusters Score -194188.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -194188.828125 Penalty: 3986.300781
	Iteration 27Q: 3 clusters Score -194188.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -194188.828125 Penalty: 3986.300781
	Iteration 28F: 3 clusters Score -194188.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (85752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85752 members 
Entering Unmasked Estep 
Score: -6924373.500000 Penalty: 2817.085205
	Iteration 0F: 2 clusters Score -6924374 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42667 members 
Mstep: Class 2 contains 43085 members 
Entering Unmasked Estep 
Score: -6867167.500000 Penalty: 5634.170410
	Iteration 0F: 3 clusters Score -6867168 nChanged 40218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40373 members 
Mstep: Class 2 contains 45379 members 
Entering Unmasked Estep 
Score: -6889648.500000 Penalty: 5634.170410
	Iteration 1F: 3 clusters Score -6889648 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38807 members 
Mstep: Class 2 contains 46945 members 
Entering Unmasked Estep 
Score: -6890618.000000 Penalty: 5634.170410
	Iteration 2Q: 3 clusters Score -6890618 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36362 members 
Mstep: Class 2 contains 49390 members 
Entering Unmasked Estep 
Score: -6891994.000000 Penalty: 5634.170410
	Iteration 3Q: 3 clusters Score -6891994 nChanged 4629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32671 members 
Mstep: Class 2 contains 53081 members 
Entering Unmasked Estep 
Score: -6894336.000000 Penalty: 5634.170410
	Iteration 4F: 3 clusters Score -6894336 nChanged 5794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27521 members 
Mstep: Class 2 contains 58231 members 
Entering Unmasked Estep 
Score: -6898152.000000 Penalty: 5634.170410
	Iteration 5F: 3 clusters Score -6898152 nChanged 6942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21031 members 
Mstep: Class 2 contains 64721 members 
Entering Unmasked Estep 
Score: -6903761.500000 Penalty: 5634.170410
	Iteration 6F: 3 clusters Score -6903762 nChanged 7171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 71558 members 
Entering Unmasked Estep 
Score: -6910306.000000 Penalty: 5634.170410
	Iteration 7F: 3 clusters Score -6910306 nChanged 5657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 77053 members 
Entering Unmasked Estep 
Score: -6915508.500000 Penalty: 5634.170410
	Iteration 8F: 3 clusters Score -6915508 nChanged 3626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 80581 members 
Entering Unmasked Estep 
Score: -6918650.000000 Penalty: 5634.170410
	Iteration 9Q: 3 clusters Score -6918650 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 82606 members 
Entering Unmasked Estep 
Score: -6920310.000000 Penalty: 5634.170410
	Iteration 10Q: 3 clusters Score -6920310 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 83693 members 
Entering Unmasked Estep 
Score: -6921124.000000 Penalty: 5634.170410
	Iteration 11Q: 3 clusters Score -6921124 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 84247 members 
Entering Unmasked Estep 
Score: -6921551.500000 Penalty: 5634.170410
	Iteration 12Q: 3 clusters Score -6921552 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 84529 members 
Entering Unmasked Estep 
Score: -6921788.000000 Penalty: 5634.170410
	Iteration 13Q: 3 clusters Score -6921788 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 84692 members 
Entering Unmasked Estep 
Score: -6921920.000000 Penalty: 5634.170410
	Iteration 14Q: 3 clusters Score -6921920 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 84790 members 
Entering Unmasked Estep 
Score: -6922000.500000 Penalty: 5634.170410
	Iteration 15Q: 3 clusters Score -6922000 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 84857 members 
Entering Unmasked Estep 
Score: -6922041.500000 Penalty: 5634.170410
	Iteration 16Q: 3 clusters Score -6922042 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 84881 members 
Entering Unmasked Estep 
Score: -6922072.000000 Penalty: 5634.170410
	Iteration 17Q: 3 clusters Score -6922072 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 84903 members 
Entering Unmasked Estep 
Score: -6922091.000000 Penalty: 5634.170410
	Iteration 18Q: 3 clusters Score -6922091 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 84925 members 
Entering Unmasked Estep 
Score: -6922116.500000 Penalty: 5634.170410
	Iteration 19Q: 3 clusters Score -6922116 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 84944 members 
Entering Unmasked Estep 
Score: -6922111.500000 Penalty: 5634.170410
	Iteration 20F: 3 clusters Score -6922112 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 84961 members 
Entering Unmasked Estep 
Score: -6922131.500000 Penalty: 5634.170410
	Iteration 21Q: 3 clusters Score -6922132 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 84975 members 
Entering Unmasked Estep 
Score: -6922156.000000 Penalty: 5634.170410
	Iteration 22Q: 3 clusters Score -6922156 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 84990 members 
Entering Unmasked Estep 
Score: -6922157.500000 Penalty: 5634.170410
	Iteration 23Q: 3 clusters Score -6922158 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 84999 members 
Entering Unmasked Estep 
Score: -6922179.500000 Penalty: 5634.170410
	Iteration 24Q: 3 clusters Score -6922180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 84998 members 
Entering Unmasked Estep 
Score: -6922175.500000 Penalty: 5634.170410
	Iteration 25Q: 3 clusters Score -6922176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 84997 members 
Entering Unmasked Estep 
Score: -6922174.000000 Penalty: 5634.170410
	Iteration 26Q: 3 clusters Score -6922174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 84996 members 
Entering Unmasked Estep 
Score: -6922175.500000 Penalty: 5634.170410
	Iteration 27Q: 3 clusters Score -6922176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 84994 members 
Entering Unmasked Estep 
Score: -6922172.500000 Penalty: 5634.170410
	Iteration 28Q: 3 clusters Score -6922172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 84996 members 
Entering Unmasked Estep 
Score: -6922170.500000 Penalty: 5634.170410
	Iteration 29Q: 3 clusters Score -6922170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 84999 members 
Entering Unmasked Estep 
Score: -6922171.000000 Penalty: 5634.170410
	Iteration 30Q: 3 clusters Score -6922171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 84998 members 
Entering Unmasked Estep 
Score: -6922171.500000 Penalty: 5634.170410
	Iteration 31Q: 3 clusters Score -6922172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 84997 members 
Entering Unmasked Estep 
Score: -6922181.500000 Penalty: 5634.170410
	Iteration 32Q: 3 clusters Score -6922182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 84995 members 
Entering Unmasked Estep 
Score: -6922174.500000 Penalty: 5634.170410
	Iteration 33Q: 3 clusters Score -6922174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 84994 members 
Entering Unmasked Estep 
Score: -6922175.000000 Penalty: 5634.170410
	Iteration 34Q: 3 clusters Score -6922175 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 84994 members 
Entering Unmasked Estep 
Score: -6922175.000000 Penalty: 5634.170410
	Iteration 35F: 3 clusters Score -6922175 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Entering Unmasked Estep 
Score: -236455.328125 Penalty: 2026.836914
	Iteration 0F: 2 clusters Score -236455.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -232874.718750 Penalty: 4053.673828
	Iteration 0F: 3 clusters Score -232874.7 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -233779.859375 Penalty: 4053.673828
	Iteration 1F: 3 clusters Score -233779.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -234022.093750 Penalty: 4053.673828
	Iteration 2F: 3 clusters Score -234022.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -234184.406250 Penalty: 4053.673828
	Iteration 3F: 3 clusters Score -234184.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -234316.125000 Penalty: 4053.673828
	Iteration 4Q: 3 clusters Score -234316.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -234425.109375 Penalty: 4053.673828
	Iteration 5Q: 3 clusters Score -234425.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -234518.281250 Penalty: 4053.673828
	Iteration 6Q: 3 clusters Score -234518.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -234610.187500 Penalty: 4053.673828
	Iteration 7Q: 3 clusters Score -234610.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -234680.656250 Penalty: 4053.673828
	Iteration 8Q: 3 clusters Score -234680.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -234723.421875 Penalty: 4053.673828
	Iteration 9Q: 3 clusters Score -234723.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -234765.375000 Penalty: 4053.673828
	Iteration 10Q: 3 clusters Score -234765.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -234807.265625 Penalty: 4053.673828
	Iteration 11Q: 3 clusters Score -234807.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -234850.343750 Penalty: 4053.673828
	Iteration 12Q: 3 clusters Score -234850.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -234901.765625 Penalty: 4053.673828
	Iteration 13Q: 3 clusters Score -234901.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -234933.500000 Penalty: 4053.673828
	Iteration 14Q: 3 clusters Score -234933.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -234958.421875 Penalty: 4053.673828
	Iteration 15Q: 3 clusters Score -234958.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -234984.234375 Penalty: 4053.673828
	Iteration 16Q: 3 clusters Score -234984.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -234996.171875 Penalty: 4053.673828
	Iteration 17Q: 3 clusters Score -234996.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -235007.703125 Penalty: 4053.673828
	Iteration 18Q: 3 clusters Score -235007.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -235019.093750 Penalty: 4053.673828
	Iteration 19Q: 3 clusters Score -235019.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -235029.734375 Penalty: 4053.673828
	Iteration 20F: 3 clusters Score -235029.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -235038.015625 Penalty: 4053.673828
	Iteration 21Q: 3 clusters Score -235038 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -235044.031250 Penalty: 4053.673828
	Iteration 22Q: 3 clusters Score -235044 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -235048.171875 Penalty: 4053.673828
	Iteration 23Q: 3 clusters Score -235048.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -235051.343750 Penalty: 4053.673828
	Iteration 24Q: 3 clusters Score -235051.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -235053.500000 Penalty: 4053.673828
	Iteration 25Q: 3 clusters Score -235053.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -235056.625000 Penalty: 4053.673828
	Iteration 26Q: 3 clusters Score -235056.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -235059.906250 Penalty: 4053.673828
	Iteration 27Q: 3 clusters Score -235059.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -235061.593750 Penalty: 4053.673828
	Iteration 28Q: 3 clusters Score -235061.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -235063.437500 Penalty: 4053.673828
	Iteration 29Q: 3 clusters Score -235063.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -235064.359375 Penalty: 4053.673828
	Iteration 30Q: 3 clusters Score -235064.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -235065.875000 Penalty: 4053.673828
	Iteration 31Q: 3 clusters Score -235065.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -235067.375000 Penalty: 4053.673828
	Iteration 32Q: 3 clusters Score -235067.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -235067.375000 Penalty: 4053.673828
	Iteration 33F: 3 clusters Score -235067.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (375096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375096 members 
Entering Unmasked Estep 
Score: -29763578.000000 Penalty: 3183.064453
	Iteration 0F: 2 clusters Score -2.976358e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187375 members 
Mstep: Class 2 contains 187721 members 
Entering Unmasked Estep 
Score: -29510852.000000 Penalty: 6366.128906
	Iteration 0F: 3 clusters Score -2.951085e+07 nChanged 182325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181840 members 
Mstep: Class 2 contains 193256 members 
Entering Unmasked Estep 
Score: -29621304.000000 Penalty: 6366.128906
	Iteration 1F: 3 clusters Score -2.96213e+07 nChanged 11031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177589 members 
Mstep: Class 2 contains 197507 members 
Entering Unmasked Estep 
Score: -29624336.000000 Penalty: 6366.128906
	Iteration 2Q: 3 clusters Score -2.962434e+07 nChanged 12712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170925 members 
Mstep: Class 2 contains 204171 members 
Entering Unmasked Estep 
Score: -29627798.000000 Penalty: 6366.128906
	Iteration 3Q: 3 clusters Score -2.96278e+07 nChanged 15333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160994 members 
Mstep: Class 2 contains 214102 members 
Entering Unmasked Estep 
Score: -29633186.000000 Penalty: 6366.128906
	Iteration 4Q: 3 clusters Score -2.963319e+07 nChanged 18814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146614 members 
Mstep: Class 2 contains 228482 members 
Entering Unmasked Estep 
Score: -29641578.000000 Penalty: 6366.128906
	Iteration 5F: 3 clusters Score -2.964158e+07 nChanged 22907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126945 members 
Mstep: Class 2 contains 248151 members 
Entering Unmasked Estep 
Score: -29654846.000000 Penalty: 6366.128906
	Iteration 6F: 3 clusters Score -2.965485e+07 nChanged 26723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102440 members 
Mstep: Class 2 contains 272656 members 
Entering Unmasked Estep 
Score: -29674262.000000 Penalty: 6366.128906
	Iteration 7F: 3 clusters Score -2.967426e+07 nChanged 28253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75491 members 
Mstep: Class 2 contains 299605 members 
Entering Unmasked Estep 
Score: -29697950.000000 Penalty: 6366.128906
	Iteration 8F: 3 clusters Score -2.969795e+07 nChanged 25515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50574 members 
Mstep: Class 2 contains 324522 members 
Entering Unmasked Estep 
Score: -29720848.000000 Penalty: 6366.128906
	Iteration 9F: 3 clusters Score -2.972085e+07 nChanged 19065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31729 members 
Mstep: Class 2 contains 343367 members 
Entering Unmasked Estep 
Score: -29737796.000000 Penalty: 6366.128906
	Iteration 10F: 3 clusters Score -2.97378e+07 nChanged 12403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19382 members 
Mstep: Class 2 contains 355714 members 
Entering Unmasked Estep 
Score: -29748840.000000 Penalty: 6366.128906
	Iteration 11Q: 3 clusters Score -2.974884e+07 nChanged 7339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 363043 members 
Entering Unmasked Estep 
Score: -29754900.000000 Penalty: 6366.128906
	Iteration 12Q: 3 clusters Score -2.97549e+07 nChanged 4232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 367257 members 
Entering Unmasked Estep 
Score: -29757920.000000 Penalty: 6366.128906
	Iteration 13Q: 3 clusters Score -2.975792e+07 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 369657 members 
Entering Unmasked Estep 
Score: -29759674.000000 Penalty: 6366.128906
	Iteration 14Q: 3 clusters Score -2.975967e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 370948 members 
Entering Unmasked Estep 
Score: -29760696.000000 Penalty: 6366.128906
	Iteration 15Q: 3 clusters Score -2.97607e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 371633 members 
Entering Unmasked Estep 
Score: -29761414.000000 Penalty: 6366.128906
	Iteration 16Q: 3 clusters Score -2.976141e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 372007 members 
Entering Unmasked Estep 
Score: -29761862.000000 Penalty: 6366.128906
	Iteration 17Q: 3 clusters Score -2.976186e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 372165 members 
Entering Unmasked Estep 
Score: -29762104.000000 Penalty: 6366.128906
	Iteration 18Q: 3 clusters Score -2.97621e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 372230 members 
Entering Unmasked Estep 
Score: -29762280.000000 Penalty: 6366.128906
	Iteration 19Q: 3 clusters Score -2.976228e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 372232 members 
Entering Unmasked Estep 
Score: -29762378.000000 Penalty: 6366.128906
	Iteration 20F: 3 clusters Score -2.976238e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 372214 members 
Entering Unmasked Estep 
Score: -29762482.000000 Penalty: 6366.128906
	Iteration 21Q: 3 clusters Score -2.976248e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 372190 members 
Entering Unmasked Estep 
Score: -29762506.000000 Penalty: 6366.128906
	Iteration 22Q: 3 clusters Score -2.976251e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 372172 members 
Entering Unmasked Estep 
Score: -29762554.000000 Penalty: 6366.128906
	Iteration 23Q: 3 clusters Score -2.976255e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 372152 members 
Entering Unmasked Estep 
Score: -29762568.000000 Penalty: 6366.128906
	Iteration 24Q: 3 clusters Score -2.976257e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 372132 members 
Entering Unmasked Estep 
Score: -29762584.000000 Penalty: 6366.128906
	Iteration 25Q: 3 clusters Score -2.976258e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 372110 members 
Entering Unmasked Estep 
Score: -29762586.000000 Penalty: 6366.128906
	Iteration 26Q: 3 clusters Score -2.976259e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 372105 members 
Entering Unmasked Estep 
Score: -29762582.000000 Penalty: 6366.128906
	Iteration 27Q: 3 clusters Score -2.976258e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 372089 members 
Entering Unmasked Estep 
Score: -29762584.000000 Penalty: 6366.128906
	Iteration 28Q: 3 clusters Score -2.976258e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 372082 members 
Entering Unmasked Estep 
Score: -29762560.000000 Penalty: 6366.128906
	Iteration 29Q: 3 clusters Score -2.976256e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 372083 members 
Entering Unmasked Estep 
Score: -29762560.000000 Penalty: 6366.128906
	Iteration 30Q: 3 clusters Score -2.976256e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 372082 members 
Entering Unmasked Estep 
Score: -29762578.000000 Penalty: 6366.128906
	Iteration 31Q: 3 clusters Score -2.976258e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 372087 members 
Entering Unmasked Estep 
Score: -29762586.000000 Penalty: 6366.128906
	Iteration 32Q: 3 clusters Score -2.976259e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 372087 members 
Entering Unmasked Estep 
Score: -29762584.000000 Penalty: 6366.128906
	Iteration 33Q: 3 clusters Score -2.976258e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 372089 members 
Entering Unmasked Estep 
Score: -29762568.000000 Penalty: 6366.128906
	Iteration 34Q: 3 clusters Score -2.976257e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 372088 members 
Entering Unmasked Estep 
Score: -29762548.000000 Penalty: 6366.128906
	Iteration 35Q: 3 clusters Score -2.976255e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 372087 members 
Entering Unmasked Estep 
Score: -29762582.000000 Penalty: 6366.128906
	Iteration 36Q: 3 clusters Score -2.976258e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 372086 members 
Entering Unmasked Estep 
Score: -29762572.000000 Penalty: 6366.128906
	Iteration 37Q: 3 clusters Score -2.976257e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 372088 members 
Entering Unmasked Estep 
Score: -29762564.000000 Penalty: 6366.128906
	Iteration 38Q: 3 clusters Score -2.976256e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 372088 members 
Entering Unmasked Estep 
Score: -29762568.000000 Penalty: 6366.128906
	Iteration 39Q: 3 clusters Score -2.976257e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 372088 members 
Entering Unmasked Estep 
Score: -29762568.000000 Penalty: 6366.128906
	Iteration 40F: 3 clusters Score -2.976257e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Entering Unmasked Estep 
Score: -344622.343750 Penalty: 2084.420166
	Iteration 0F: 2 clusters Score -344622.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -340438.375000 Penalty: 4168.840332
	Iteration 0F: 3 clusters Score -340438.4 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -341425.093750 Penalty: 4168.840332
	Iteration 1F: 3 clusters Score -341425.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -341616.375000 Penalty: 4168.840332
	Iteration 2F: 3 clusters Score -341616.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -341727.968750 Penalty: 4168.840332
	Iteration 3Q: 3 clusters Score -341728 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -341799.500000 Penalty: 4168.840332
	Iteration 4Q: 3 clusters Score -341799.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -341860.750000 Penalty: 4168.840332
	Iteration 5Q: 3 clusters Score -341860.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -341911.562500 Penalty: 4168.840332
	Iteration 6Q: 3 clusters Score -341911.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -341951.531250 Penalty: 4168.840332
	Iteration 7Q: 3 clusters Score -341951.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -341986.218750 Penalty: 4168.840332
	Iteration 8Q: 3 clusters Score -341986.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -342023.093750 Penalty: 4168.840332
	Iteration 9Q: 3 clusters Score -342023.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -342047.906250 Penalty: 4168.840332
	Iteration 10Q: 3 clusters Score -342047.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -342075.500000 Penalty: 4168.840332
	Iteration 11Q: 3 clusters Score -342075.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -342108.031250 Penalty: 4168.840332
	Iteration 12Q: 3 clusters Score -342108 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -342136.875000 Penalty: 4168.840332
	Iteration 13Q: 3 clusters Score -342136.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -342162.093750 Penalty: 4168.840332
	Iteration 14Q: 3 clusters Score -342162.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -342185.781250 Penalty: 4168.840332
	Iteration 15Q: 3 clusters Score -342185.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -342217.218750 Penalty: 4168.840332
	Iteration 16Q: 3 clusters Score -342217.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -342249.187500 Penalty: 4168.840332
	Iteration 17Q: 3 clusters Score -342249.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -342274.812500 Penalty: 4168.840332
	Iteration 18Q: 3 clusters Score -342274.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -342305.406250 Penalty: 4168.840332
	Iteration 19Q: 3 clusters Score -342305.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -342330.312500 Penalty: 4168.840332
	Iteration 20F: 3 clusters Score -342330.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -342351.312500 Penalty: 4168.840332
	Iteration 21Q: 3 clusters Score -342351.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -342377.156250 Penalty: 4168.840332
	Iteration 22Q: 3 clusters Score -342377.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -342413.156250 Penalty: 4168.840332
	Iteration 23Q: 3 clusters Score -342413.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -342451.468750 Penalty: 4168.840332
	Iteration 24Q: 3 clusters Score -342451.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -342496.437500 Penalty: 4168.840332
	Iteration 25Q: 3 clusters Score -342496.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -342539.531250 Penalty: 4168.840332
	Iteration 26Q: 3 clusters Score -342539.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -342578.937500 Penalty: 4168.840332
	Iteration 27Q: 3 clusters Score -342578.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -342619.000000 Penalty: 4168.840332
	Iteration 28Q: 3 clusters Score -342619 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -342651.531250 Penalty: 4168.840332
	Iteration 29Q: 3 clusters Score -342651.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -342677.968750 Penalty: 4168.840332
	Iteration 30Q: 3 clusters Score -342678 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -342700.750000 Penalty: 4168.840332
	Iteration 31Q: 3 clusters Score -342700.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -342718.937500 Penalty: 4168.840332
	Iteration 32Q: 3 clusters Score -342718.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -342736.593750 Penalty: 4168.840332
	Iteration 33Q: 3 clusters Score -342736.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -342757.031250 Penalty: 4168.840332
	Iteration 34Q: 3 clusters Score -342757 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -342770.906250 Penalty: 4168.840332
	Iteration 35Q: 3 clusters Score -342770.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -342785.593750 Penalty: 4168.840332
	Iteration 36Q: 3 clusters Score -342785.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -342807.312500 Penalty: 4168.840332
	Iteration 37Q: 3 clusters Score -342807.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -342825.250000 Penalty: 4168.840332
	Iteration 38Q: 3 clusters Score -342825.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -342839.406250 Penalty: 4168.840332
	Iteration 39Q: 3 clusters Score -342839.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -342851.875000 Penalty: 4168.840332
	Iteration 40F: 3 clusters Score -342851.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -342865.468750 Penalty: 4168.840332
	Iteration 41Q: 3 clusters Score -342865.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -342872.187500 Penalty: 4168.840332
	Iteration 42Q: 3 clusters Score -342872.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -342878.500000 Penalty: 4168.840332
	Iteration 43Q: 3 clusters Score -342878.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -342886.468750 Penalty: 4168.840332
	Iteration 44Q: 3 clusters Score -342886.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -342893.062500 Penalty: 4168.840332
	Iteration 45Q: 3 clusters Score -342893.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -342893.093750 Penalty: 4168.840332
	Iteration 46Q: 3 clusters Score -342893.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -342893.093750 Penalty: 4168.840332
	Iteration 47F: 3 clusters Score -342893.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Entering Unmasked Estep 
Score: -487725.312500 Penalty: 2166.529785
	Iteration 0F: 2 clusters Score -487725.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -482387.281250 Penalty: 4333.059570
	Iteration 0F: 3 clusters Score -482387.3 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -483731.125000 Penalty: 4333.059570
	Iteration 1F: 3 clusters Score -483731.1 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -483934.000000 Penalty: 4333.059570
	Iteration 2F: 3 clusters Score -483934 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -484067.750000 Penalty: 4333.059570
	Iteration 3Q: 3 clusters Score -484067.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -484171.062500 Penalty: 4333.059570
	Iteration 4Q: 3 clusters Score -484171.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -484242.375000 Penalty: 4333.059570
	Iteration 5Q: 3 clusters Score -484242.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -484291.687500 Penalty: 4333.059570
	Iteration 6Q: 3 clusters Score -484291.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -484332.625000 Penalty: 4333.059570
	Iteration 7Q: 3 clusters Score -484332.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -484367.843750 Penalty: 4333.059570
	Iteration 8Q: 3 clusters Score -484367.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -484407.375000 Penalty: 4333.059570
	Iteration 9Q: 3 clusters Score -484407.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -484449.656250 Penalty: 4333.059570
	Iteration 10Q: 3 clusters Score -484449.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -484488.593750 Penalty: 4333.059570
	Iteration 11Q: 3 clusters Score -484488.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -484536.375000 Penalty: 4333.059570
	Iteration 12Q: 3 clusters Score -484536.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -484589.531250 Penalty: 4333.059570
	Iteration 13Q: 3 clusters Score -484589.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -484644.656250 Penalty: 4333.059570
	Iteration 14Q: 3 clusters Score -484644.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -484701.375000 Penalty: 4333.059570
	Iteration 15Q: 3 clusters Score -484701.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -484766.062500 Penalty: 4333.059570
	Iteration 16Q: 3 clusters Score -484766.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -484833.625000 Penalty: 4333.059570
	Iteration 17Q: 3 clusters Score -484833.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -484913.375000 Penalty: 4333.059570
	Iteration 18Q: 3 clusters Score -484913.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -485003.781250 Penalty: 4333.059570
	Iteration 19Q: 3 clusters Score -485003.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -485085.250000 Penalty: 4333.059570
	Iteration 20F: 3 clusters Score -485085.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -485176.281250 Penalty: 4333.059570
	Iteration 21Q: 3 clusters Score -485176.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -485276.593750 Penalty: 4333.059570
	Iteration 22Q: 3 clusters Score -485276.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -485357.843750 Penalty: 4333.059570
	Iteration 23Q: 3 clusters Score -485357.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -485444.093750 Penalty: 4333.059570
	Iteration 24Q: 3 clusters Score -485444.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -485520.031250 Penalty: 4333.059570
	Iteration 25Q: 3 clusters Score -485520 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -485581.218750 Penalty: 4333.059570
	Iteration 26Q: 3 clusters Score -485581.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -485639.531250 Penalty: 4333.059570
	Iteration 27Q: 3 clusters Score -485639.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -485694.531250 Penalty: 4333.059570
	Iteration 28Q: 3 clusters Score -485694.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -485733.937500 Penalty: 4333.059570
	Iteration 29Q: 3 clusters Score -485733.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -485777.187500 Penalty: 4333.059570
	Iteration 30Q: 3 clusters Score -485777.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -485818.187500 Penalty: 4333.059570
	Iteration 31Q: 3 clusters Score -485818.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -485854.562500 Penalty: 4333.059570
	Iteration 32Q: 3 clusters Score -485854.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -485889.593750 Penalty: 4333.059570
	Iteration 33Q: 3 clusters Score -485889.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -485921.937500 Penalty: 4333.059570
	Iteration 34Q: 3 clusters Score -485921.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -485944.375000 Penalty: 4333.059570
	Iteration 35Q: 3 clusters Score -485944.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -485954.312500 Penalty: 4333.059570
	Iteration 36Q: 3 clusters Score -485954.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -485963.906250 Penalty: 4333.059570
	Iteration 37Q: 3 clusters Score -485963.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -485970.250000 Penalty: 4333.059570
	Iteration 38Q: 3 clusters Score -485970.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -485978.625000 Penalty: 4333.059570
	Iteration 39Q: 3 clusters Score -485978.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -485985.187500 Penalty: 4333.059570
	Iteration 40F: 3 clusters Score -485985.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -485990.875000 Penalty: 4333.059570
	Iteration 41Q: 3 clusters Score -485990.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -485996.000000 Penalty: 4333.059570
	Iteration 42Q: 3 clusters Score -485996 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -486002.968750 Penalty: 4333.059570
	Iteration 43Q: 3 clusters Score -486003 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -486006.843750 Penalty: 4333.059570
	Iteration 44Q: 3 clusters Score -486006.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -486008.656250 Penalty: 4333.059570
	Iteration 45Q: 3 clusters Score -486008.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -486009.812500 Penalty: 4333.059570
	Iteration 46Q: 3 clusters Score -486009.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -486011.781250 Penalty: 4333.059570
	Iteration 47Q: 3 clusters Score -486011.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -486012.437500 Penalty: 4333.059570
	Iteration 48Q: 3 clusters Score -486012.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -486014.687500 Penalty: 4333.059570
	Iteration 49Q: 3 clusters Score -486014.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -486016.093750 Penalty: 4333.059570
	Iteration 50Q: 3 clusters Score -486016.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -486018.593750 Penalty: 4333.059570
	Iteration 51Q: 3 clusters Score -486018.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -486019.250000 Penalty: 4333.059570
	Iteration 52Q: 3 clusters Score -486019.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -486019.375000 Penalty: 4333.059570
	Iteration 53Q: 3 clusters Score -486019.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -486019.375000 Penalty: 4333.059570
	Iteration 54F: 3 clusters Score -486019.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Entering Unmasked Estep 
Score: -533525.875000 Penalty: 2189.575684
	Iteration 0F: 2 clusters Score -533525.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -527836.312500 Penalty: 4379.151367
	Iteration 0F: 3 clusters Score -527836.3 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -529388.687500 Penalty: 4379.151367
	Iteration 1F: 3 clusters Score -529388.7 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -529667.375000 Penalty: 4379.151367
	Iteration 2F: 3 clusters Score -529667.4 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -529893.000000 Penalty: 4379.151367
	Iteration 3F: 3 clusters Score -529893 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -530109.500000 Penalty: 4379.151367
	Iteration 4Q: 3 clusters Score -530109.5 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -530332.375000 Penalty: 4379.151367
	Iteration 5Q: 3 clusters Score -530332.4 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -530587.812500 Penalty: 4379.151367
	Iteration 6Q: 3 clusters Score -530587.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -530838.250000 Penalty: 4379.151367
	Iteration 7Q: 3 clusters Score -530838.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -531101.500000 Penalty: 4379.151367
	Iteration 8Q: 3 clusters Score -531101.5 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -531507.875000 Penalty: 4379.151367
	Iteration 9Q: 3 clusters Score -531507.9 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -531988.750000 Penalty: 4379.151367
	Iteration 10F: 3 clusters Score -531988.8 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -532356.875000 Penalty: 4379.151367
	Iteration 11F: 3 clusters Score -532356.9 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -532678.187500 Penalty: 4379.151367
	Iteration 12F: 3 clusters Score -532678.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -532921.875000 Penalty: 4379.151367
	Iteration 13Q: 3 clusters Score -532921.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -533149.625000 Penalty: 4379.151367
	Iteration 14Q: 3 clusters Score -533149.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -533361.562500 Penalty: 4379.151367
	Iteration 15Q: 3 clusters Score -533361.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -533491.312500 Penalty: 4379.151367
	Iteration 16Q: 3 clusters Score -533491.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -533564.750000 Penalty: 4379.151367
	Iteration 17Q: 3 clusters Score -533564.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -533619.812500 Penalty: 4379.151367
	Iteration 18Q: 3 clusters Score -533619.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -533656.500000 Penalty: 4379.151367
	Iteration 19Q: 3 clusters Score -533656.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -533689.500000 Penalty: 4379.151367
	Iteration 20F: 3 clusters Score -533689.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -533711.687500 Penalty: 4379.151367
	Iteration 21Q: 3 clusters Score -533711.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -533725.750000 Penalty: 4379.151367
	Iteration 22Q: 3 clusters Score -533725.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -533733.937500 Penalty: 4379.151367
	Iteration 23Q: 3 clusters Score -533733.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -533738.437500 Penalty: 4379.151367
	Iteration 24Q: 3 clusters Score -533738.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -533741.875000 Penalty: 4379.151367
	Iteration 25Q: 3 clusters Score -533741.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -533746.750000 Penalty: 4379.151367
	Iteration 26Q: 3 clusters Score -533746.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -533751.562500 Penalty: 4379.151367
	Iteration 27Q: 3 clusters Score -533751.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -533754.562500 Penalty: 4379.151367
	Iteration 28Q: 3 clusters Score -533754.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -533756.312500 Penalty: 4379.151367
	Iteration 29Q: 3 clusters Score -533756.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -533757.312500 Penalty: 4379.151367
	Iteration 30Q: 3 clusters Score -533757.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -533759.312500 Penalty: 4379.151367
	Iteration 31Q: 3 clusters Score -533759.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -533757.937500 Penalty: 4379.151367
	Iteration 32Q: 3 clusters Score -533757.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -533757.937500 Penalty: 4379.151367
	Iteration 33F: 3 clusters Score -533757.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 3093 members 
Mstep: Class 3 contains 85752 members 
Mstep: Class 4 contains 3543 members 
Mstep: Class 5 contains 375096 members 
Mstep: Class 6 contains 4469 members 
Mstep: Class 7 contains 6223 members 
Mstep: Class 8 contains 5367 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28312 members 
Mstep: Class 11 contains 219059 members 
Mstep: Class 12 contains 49160 members 
Mstep: Class 13 contains 154279 members 
Mstep: Class 14 contains 111230 members 
Mstep: Class 15 contains 73228 members 
Mstep: Class 16 contains 89010 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 27470 members 
Mstep: Class 19 contains 4563 members 
Mstep: Class 20 contains 8472 members 
Mstep: Class 21 contains 45388 members 
Mstep: Class 22 contains 28220 members 
Mstep: Class 23 contains 9055 members 
Mstep: Class 24 contains 7635 members 
Mstep: Class 25 contains 24408 members 
Mstep: Class 26 contains 15615 members 
Mstep: Class 27 contains 6078 members 
Mstep: Class 28 contains 7808 members 
Mstep: Class 29 contains 3651 members 
Mstep: Class 30 contains 10035 members 
Mstep: Class 31 contains 25381 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9578 members 
Mstep: Class 34 contains 1462 members 
Entering Unmasked Estep 
Score: -111975728.000000 Penalty: 119701.210938
Splitting cluster 8 changes total score from -111977032.000000 to -111975728.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (5229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Entering Unmasked Estep 
Score: -410732.031250 Penalty: 2123.369873
	Iteration 0F: 2 clusters Score -410732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -406078.000000 Penalty: 4246.739746
	Iteration 0F: 3 clusters Score -406078 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -407165.375000 Penalty: 4246.739746
	Iteration 1F: 3 clusters Score -407165.4 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -407354.031250 Penalty: 4246.739746
	Iteration 2F: 3 clusters Score -407354 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -407474.343750 Penalty: 4246.739746
	Iteration 3Q: 3 clusters Score -407474.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -407558.531250 Penalty: 4246.739746
	Iteration 4Q: 3 clusters Score -407558.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -407614.906250 Penalty: 4246.739746
	Iteration 5Q: 3 clusters Score -407614.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -407667.187500 Penalty: 4246.739746
	Iteration 6Q: 3 clusters Score -407667.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -407709.937500 Penalty: 4246.739746
	Iteration 7Q: 3 clusters Score -407709.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -407752.343750 Penalty: 4246.739746
	Iteration 8Q: 3 clusters Score -407752.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -407790.000000 Penalty: 4246.739746
	Iteration 9Q: 3 clusters Score -407790 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -407823.125000 Penalty: 4246.739746
	Iteration 10Q: 3 clusters Score -407823.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -407844.812500 Penalty: 4246.739746
	Iteration 11Q: 3 clusters Score -407844.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -407871.062500 Penalty: 4246.739746
	Iteration 12Q: 3 clusters Score -407871.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -407894.031250 Penalty: 4246.739746
	Iteration 13Q: 3 clusters Score -407894 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -407913.812500 Penalty: 4246.739746
	Iteration 14Q: 3 clusters Score -407913.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -407930.562500 Penalty: 4246.739746
	Iteration 15Q: 3 clusters Score -407930.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -407942.000000 Penalty: 4246.739746
	Iteration 16Q: 3 clusters Score -407942 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -407952.437500 Penalty: 4246.739746
	Iteration 17Q: 3 clusters Score -407952.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -407964.125000 Penalty: 4246.739746
	Iteration 18Q: 3 clusters Score -407964.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -407974.781250 Penalty: 4246.739746
	Iteration 19Q: 3 clusters Score -407974.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -407980.812500 Penalty: 4246.739746
	Iteration 20F: 3 clusters Score -407980.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -407986.281250 Penalty: 4246.739746
	Iteration 21Q: 3 clusters Score -407986.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -407993.000000 Penalty: 4246.739746
	Iteration 22Q: 3 clusters Score -407993 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -407998.375000 Penalty: 4246.739746
	Iteration 23Q: 3 clusters Score -407998.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -408004.531250 Penalty: 4246.739746
	Iteration 24Q: 3 clusters Score -408004.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -408009.593750 Penalty: 4246.739746
	Iteration 25Q: 3 clusters Score -408009.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -408017.593750 Penalty: 4246.739746
	Iteration 26Q: 3 clusters Score -408017.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -408024.906250 Penalty: 4246.739746
	Iteration 27Q: 3 clusters Score -408024.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -408032.937500 Penalty: 4246.739746
	Iteration 28Q: 3 clusters Score -408032.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -408040.312500 Penalty: 4246.739746
	Iteration 29Q: 3 clusters Score -408040.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -408047.562500 Penalty: 4246.739746
	Iteration 30Q: 3 clusters Score -408047.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -408054.156250 Penalty: 4246.739746
	Iteration 31Q: 3 clusters Score -408054.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -408060.250000 Penalty: 4246.739746
	Iteration 32Q: 3 clusters Score -408060.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -408062.437500 Penalty: 4246.739746
	Iteration 33Q: 3 clusters Score -408062.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -408068.125000 Penalty: 4246.739746
	Iteration 34Q: 3 clusters Score -408068.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -408073.968750 Penalty: 4246.739746
	Iteration 35Q: 3 clusters Score -408074 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -408077.875000 Penalty: 4246.739746
	Iteration 36Q: 3 clusters Score -408077.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -408083.750000 Penalty: 4246.739746
	Iteration 37Q: 3 clusters Score -408083.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -408091.562500 Penalty: 4246.739746
	Iteration 38Q: 3 clusters Score -408091.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -408097.812500 Penalty: 4246.739746
	Iteration 39Q: 3 clusters Score -408097.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -408104.250000 Penalty: 4246.739746
	Iteration 40F: 3 clusters Score -408104.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -408111.093750 Penalty: 4246.739746
	Iteration 41Q: 3 clusters Score -408111.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -408115.031250 Penalty: 4246.739746
	Iteration 42Q: 3 clusters Score -408115 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -408122.125000 Penalty: 4246.739746
	Iteration 43Q: 3 clusters Score -408122.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -408132.593750 Penalty: 4246.739746
	Iteration 44Q: 3 clusters Score -408132.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -408144.375000 Penalty: 4246.739746
	Iteration 45Q: 3 clusters Score -408144.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -408155.750000 Penalty: 4246.739746
	Iteration 46Q: 3 clusters Score -408155.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -408168.187500 Penalty: 4246.739746
	Iteration 47Q: 3 clusters Score -408168.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -408177.281250 Penalty: 4246.739746
	Iteration 48Q: 3 clusters Score -408177.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -408183.937500 Penalty: 4246.739746
	Iteration 49Q: 3 clusters Score -408183.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -408197.656250 Penalty: 4246.739746
	Iteration 50Q: 3 clusters Score -408197.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -408225.906250 Penalty: 4246.739746
	Iteration 51Q: 3 clusters Score -408225.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -408258.000000 Penalty: 4246.739746
	Iteration 52Q: 3 clusters Score -408258 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -408282.875000 Penalty: 4246.739746
	Iteration 53Q: 3 clusters Score -408282.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -408307.687500 Penalty: 4246.739746
	Iteration 54Q: 3 clusters Score -408307.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -408332.812500 Penalty: 4246.739746
	Iteration 55Q: 3 clusters Score -408332.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -408357.625000 Penalty: 4246.739746
	Iteration 56Q: 3 clusters Score -408357.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -408386.218750 Penalty: 4246.739746
	Iteration 57Q: 3 clusters Score -408386.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -408413.125000 Penalty: 4246.739746
	Iteration 58Q: 3 clusters Score -408413.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -408436.718750 Penalty: 4246.739746
	Iteration 59Q: 3 clusters Score -408436.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -408458.718750 Penalty: 4246.739746
	Iteration 60F: 3 clusters Score -408458.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -408477.250000 Penalty: 4246.739746
	Iteration 61Q: 3 clusters Score -408477.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -408497.218750 Penalty: 4246.739746
	Iteration 62Q: 3 clusters Score -408497.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -408515.000000 Penalty: 4246.739746
	Iteration 63Q: 3 clusters Score -408515 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -408547.437500 Penalty: 4246.739746
	Iteration 64Q: 3 clusters Score -408547.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -408574.531250 Penalty: 4246.739746
	Iteration 65Q: 3 clusters Score -408574.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -408600.812500 Penalty: 4246.739746
	Iteration 66Q: 3 clusters Score -408600.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -408625.000000 Penalty: 4246.739746
	Iteration 67Q: 3 clusters Score -408625 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -408648.468750 Penalty: 4246.739746
	Iteration 68Q: 3 clusters Score -408648.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -408674.843750 Penalty: 4246.739746
	Iteration 69Q: 3 clusters Score -408674.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -408704.125000 Penalty: 4246.739746
	Iteration 70Q: 3 clusters Score -408704.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -408745.750000 Penalty: 4246.739746
	Iteration 71Q: 3 clusters Score -408745.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -408781.312500 Penalty: 4246.739746
	Iteration 72Q: 3 clusters Score -408781.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -408811.625000 Penalty: 4246.739746
	Iteration 73Q: 3 clusters Score -408811.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -408832.875000 Penalty: 4246.739746
	Iteration 74Q: 3 clusters Score -408832.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -408849.593750 Penalty: 4246.739746
	Iteration 75Q: 3 clusters Score -408849.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -408867.875000 Penalty: 4246.739746
	Iteration 76Q: 3 clusters Score -408867.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -408884.906250 Penalty: 4246.739746
	Iteration 77Q: 3 clusters Score -408884.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -408902.500000 Penalty: 4246.739746
	Iteration 78Q: 3 clusters Score -408902.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -408923.906250 Penalty: 4246.739746
	Iteration 79Q: 3 clusters Score -408923.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -408942.187500 Penalty: 4246.739746
	Iteration 80F: 3 clusters Score -408942.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -408952.875000 Penalty: 4246.739746
	Iteration 81Q: 3 clusters Score -408952.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -408961.343750 Penalty: 4246.739746
	Iteration 82Q: 3 clusters Score -408961.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -408965.812500 Penalty: 4246.739746
	Iteration 83Q: 3 clusters Score -408965.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -408969.375000 Penalty: 4246.739746
	Iteration 84Q: 3 clusters Score -408969.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -408974.468750 Penalty: 4246.739746
	Iteration 85Q: 3 clusters Score -408974.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -408980.875000 Penalty: 4246.739746
	Iteration 86Q: 3 clusters Score -408980.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -408989.781250 Penalty: 4246.739746
	Iteration 87Q: 3 clusters Score -408989.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -408997.750000 Penalty: 4246.739746
	Iteration 88Q: 3 clusters Score -408997.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -409010.500000 Penalty: 4246.739746
	Iteration 89Q: 3 clusters Score -409010.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -409019.906250 Penalty: 4246.739746
	Iteration 90Q: 3 clusters Score -409019.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -409025.312500 Penalty: 4246.739746
	Iteration 91Q: 3 clusters Score -409025.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -409029.562500 Penalty: 4246.739746
	Iteration 92Q: 3 clusters Score -409029.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -409032.687500 Penalty: 4246.739746
	Iteration 93Q: 3 clusters Score -409032.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -409036.906250 Penalty: 4246.739746
	Iteration 94Q: 3 clusters Score -409036.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -409040.625000 Penalty: 4246.739746
	Iteration 95Q: 3 clusters Score -409040.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -409045.250000 Penalty: 4246.739746
	Iteration 96Q: 3 clusters Score -409045.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -409049.312500 Penalty: 4246.739746
	Iteration 97Q: 3 clusters Score -409049.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -409051.968750 Penalty: 4246.739746
	Iteration 98Q: 3 clusters Score -409052 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -409058.843750 Penalty: 4246.739746
	Iteration 99Q: 3 clusters Score -409058.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -409066.843750 Penalty: 4246.739746
	Iteration 100F: 3 clusters Score -409066.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -409074.687500 Penalty: 4246.739746
	Iteration 101Q: 3 clusters Score -409074.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -409079.875000 Penalty: 4246.739746
	Iteration 102Q: 3 clusters Score -409079.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -409086.062500 Penalty: 4246.739746
	Iteration 103Q: 3 clusters Score -409086.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -409097.062500 Penalty: 4246.739746
	Iteration 104Q: 3 clusters Score -409097.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -409110.781250 Penalty: 4246.739746
	Iteration 105Q: 3 clusters Score -409110.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -409124.062500 Penalty: 4246.739746
	Iteration 106Q: 3 clusters Score -409124.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -409137.968750 Penalty: 4246.739746
	Iteration 107Q: 3 clusters Score -409138 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -409146.343750 Penalty: 4246.739746
	Iteration 108Q: 3 clusters Score -409146.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -409153.906250 Penalty: 4246.739746
	Iteration 109Q: 3 clusters Score -409153.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -409160.593750 Penalty: 4246.739746
	Iteration 110Q: 3 clusters Score -409160.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -409169.906250 Penalty: 4246.739746
	Iteration 111Q: 3 clusters Score -409169.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -409176.843750 Penalty: 4246.739746
	Iteration 112Q: 3 clusters Score -409176.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -409187.125000 Penalty: 4246.739746
	Iteration 113Q: 3 clusters Score -409187.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -409197.625000 Penalty: 4246.739746
	Iteration 114Q: 3 clusters Score -409197.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -409203.875000 Penalty: 4246.739746
	Iteration 115Q: 3 clusters Score -409203.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -409203.968750 Penalty: 4246.739746
	Iteration 116Q: 3 clusters Score -409204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -409205.093750 Penalty: 4246.739746
	Iteration 117Q: 3 clusters Score -409205.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -409206.875000 Penalty: 4246.739746
	Iteration 118Q: 3 clusters Score -409206.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -409209.406250 Penalty: 4246.739746
	Iteration 119Q: 3 clusters Score -409209.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -409213.468750 Penalty: 4246.739746
	Iteration 120F: 3 clusters Score -409213.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -409216.343750 Penalty: 4246.739746
	Iteration 121Q: 3 clusters Score -409216.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -409217.187500 Penalty: 4246.739746
	Iteration 122Q: 3 clusters Score -409217.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -409218.593750 Penalty: 4246.739746
	Iteration 123Q: 3 clusters Score -409218.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -409218.750000 Penalty: 4246.739746
	Iteration 124Q: 3 clusters Score -409218.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -409218.750000 Penalty: 4246.739746
	Iteration 125F: 3 clusters Score -409218.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (28312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28312 members 
Entering Unmasked Estep 
Score: -2200589.000000 Penalty: 2542.258301
	Iteration 0F: 2 clusters Score -2200589 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
Score: -2181195.750000 Penalty: 5084.516602
	Iteration 0F: 3 clusters Score -2181196 nChanged 12640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -2188218.000000 Penalty: 5084.516602
	Iteration 1F: 3 clusters Score -2188218 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -2188915.000000 Penalty: 5084.516602
	Iteration 2F: 3 clusters Score -2188915 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -2189730.750000 Penalty: 5084.516602
	Iteration 3F: 3 clusters Score -2189731 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -2190602.500000 Penalty: 5084.516602
	Iteration 4F: 3 clusters Score -2190602 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 16607 members 
Entering Unmasked Estep 
Score: -2191549.000000 Penalty: 5084.516602
	Iteration 5F: 3 clusters Score -2191549 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 17483 members 
Entering Unmasked Estep 
Score: -2192456.500000 Penalty: 5084.516602
	Iteration 6F: 3 clusters Score -2192456 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 18491 members 
Entering Unmasked Estep 
Score: -2193351.000000 Penalty: 5084.516602
	Iteration 7F: 3 clusters Score -2193351 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 19560 members 
Entering Unmasked Estep 
Score: -2194197.000000 Penalty: 5084.516602
	Iteration 8Q: 3 clusters Score -2194197 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 20603 members 
Entering Unmasked Estep 
Score: -2194977.000000 Penalty: 5084.516602
	Iteration 9Q: 3 clusters Score -2194977 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 21622 members 
Entering Unmasked Estep 
Score: -2195698.500000 Penalty: 5084.516602
	Iteration 10Q: 3 clusters Score -2195698 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 22537 members 
Entering Unmasked Estep 
Score: -2196328.250000 Penalty: 5084.516602
	Iteration 11Q: 3 clusters Score -2196328 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 23294 members 
Entering Unmasked Estep 
Score: -2196805.500000 Penalty: 5084.516602
	Iteration 12Q: 3 clusters Score -2196806 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 23981 members 
Entering Unmasked Estep 
Score: -2197230.000000 Penalty: 5084.516602
	Iteration 13Q: 3 clusters Score -2197230 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 24560 members 
Entering Unmasked Estep 
Score: -2197580.250000 Penalty: 5084.516602
	Iteration 14Q: 3 clusters Score -2197580 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 25085 members 
Entering Unmasked Estep 
Score: -2197878.750000 Penalty: 5084.516602
	Iteration 15Q: 3 clusters Score -2197879 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 25493 members 
Entering Unmasked Estep 
Score: -2198096.250000 Penalty: 5084.516602
	Iteration 16Q: 3 clusters Score -2198096 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 25835 members 
Entering Unmasked Estep 
Score: -2198294.500000 Penalty: 5084.516602
	Iteration 17Q: 3 clusters Score -2198294 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 26112 members 
Entering Unmasked Estep 
Score: -2198436.000000 Penalty: 5084.516602
	Iteration 18Q: 3 clusters Score -2198436 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 26325 members 
Entering Unmasked Estep 
Score: -2198548.000000 Penalty: 5084.516602
	Iteration 19Q: 3 clusters Score -2198548 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 26478 members 
Entering Unmasked Estep 
Score: -2198630.500000 Penalty: 5084.516602
	Iteration 20F: 3 clusters Score -2198630 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 26597 members 
Entering Unmasked Estep 
Score: -2198696.250000 Penalty: 5084.516602
	Iteration 21Q: 3 clusters Score -2198696 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 26715 members 
Entering Unmasked Estep 
Score: -2198747.500000 Penalty: 5084.516602
	Iteration 22Q: 3 clusters Score -2198748 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 26802 members 
Entering Unmasked Estep 
Score: -2198783.750000 Penalty: 5084.516602
	Iteration 23Q: 3 clusters Score -2198784 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 26863 members 
Entering Unmasked Estep 
Score: -2198806.000000 Penalty: 5084.516602
	Iteration 24Q: 3 clusters Score -2198806 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 26908 members 
Entering Unmasked Estep 
Score: -2198826.750000 Penalty: 5084.516602
	Iteration 25Q: 3 clusters Score -2198827 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 26937 members 
Entering Unmasked Estep 
Score: -2198836.250000 Penalty: 5084.516602
	Iteration 26Q: 3 clusters Score -2198836 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 26961 members 
Entering Unmasked Estep 
Score: -2198846.500000 Penalty: 5084.516602
	Iteration 27Q: 3 clusters Score -2198846 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 26975 members 
Entering Unmasked Estep 
Score: -2198851.250000 Penalty: 5084.516602
	Iteration 28Q: 3 clusters Score -2198851 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 26986 members 
Entering Unmasked Estep 
Score: -2198861.250000 Penalty: 5084.516602
	Iteration 29Q: 3 clusters Score -2198861 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 26999 members 
Entering Unmasked Estep 
Score: -2198867.000000 Penalty: 5084.516602
	Iteration 30Q: 3 clusters Score -2198867 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 27011 members 
Entering Unmasked Estep 
Score: -2198869.000000 Penalty: 5084.516602
	Iteration 31Q: 3 clusters Score -2198869 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 27021 members 
Entering Unmasked Estep 
Score: -2198874.250000 Penalty: 5084.516602
	Iteration 32Q: 3 clusters Score -2198874 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 27031 members 
Entering Unmasked Estep 
Score: -2198874.500000 Penalty: 5084.516602
	Iteration 33Q: 3 clusters Score -2198874 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 27041 members 
Entering Unmasked Estep 
Score: -2198884.250000 Penalty: 5084.516602
	Iteration 34Q: 3 clusters Score -2198884 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 27053 members 
Entering Unmasked Estep 
Score: -2198884.500000 Penalty: 5084.516602
	Iteration 35Q: 3 clusters Score -2198884 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 27064 members 
Entering Unmasked Estep 
Score: -2198888.000000 Penalty: 5084.516602
	Iteration 36Q: 3 clusters Score -2198888 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 27073 members 
Entering Unmasked Estep 
Score: -2198889.250000 Penalty: 5084.516602
	Iteration 37Q: 3 clusters Score -2198889 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 27084 members 
Entering Unmasked Estep 
Score: -2198893.500000 Penalty: 5084.516602
	Iteration 38Q: 3 clusters Score -2198894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 27088 members 
Entering Unmasked Estep 
Score: -2198896.500000 Penalty: 5084.516602
	Iteration 39Q: 3 clusters Score -2198896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 27091 members 
Entering Unmasked Estep 
Score: -2198896.500000 Penalty: 5084.516602
	Iteration 40F: 3 clusters Score -2198896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 27094 members 
Entering Unmasked Estep 
Score: -2198897.750000 Penalty: 5084.516602
	Iteration 41Q: 3 clusters Score -2198898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 27097 members 
Entering Unmasked Estep 
Score: -2198898.500000 Penalty: 5084.516602
	Iteration 42Q: 3 clusters Score -2198898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 27097 members 
Entering Unmasked Estep 
Score: -2198896.000000 Penalty: 5084.516602
	Iteration 43Q: 3 clusters Score -2198896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 27100 members 
Entering Unmasked Estep 
Score: -2198898.750000 Penalty: 5084.516602
	Iteration 44Q: 3 clusters Score -2198899 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 27104 members 
Entering Unmasked Estep 
Score: -2198900.500000 Penalty: 5084.516602
	Iteration 45Q: 3 clusters Score -2198900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 27105 members 
Entering Unmasked Estep 
Score: -2198898.000000 Penalty: 5084.516602
	Iteration 46Q: 3 clusters Score -2198898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 27105 members 
Entering Unmasked Estep 
Score: -2198898.000000 Penalty: 5084.516602
	Iteration 47F: 3 clusters Score -2198898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (219059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219059 members 
Entering Unmasked Estep 
Score: -17379778.000000 Penalty: 3049.679932
	Iteration 0F: 2 clusters Score -1.737978e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109369 members 
Mstep: Class 2 contains 109690 members 
Entering Unmasked Estep 
Score: -17232754.000000 Penalty: 6099.359863
	Iteration 0F: 3 clusters Score -1.723275e+07 nChanged 105562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109973 members 
Mstep: Class 2 contains 109086 members 
Entering Unmasked Estep 
Score: -17294506.000000 Penalty: 6099.359863
	Iteration 1F: 3 clusters Score -1.729451e+07 nChanged 5956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110281 members 
Mstep: Class 2 contains 108778 members 
Entering Unmasked Estep 
Score: -17295760.000000 Penalty: 6099.359863
	Iteration 2Q: 3 clusters Score -1.729576e+07 nChanged 6294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110729 members 
Mstep: Class 2 contains 108330 members 
Entering Unmasked Estep 
Score: -17297232.000000 Penalty: 6099.359863
	Iteration 3Q: 3 clusters Score -1.729723e+07 nChanged 6817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111360 members 
Mstep: Class 2 contains 107699 members 
Entering Unmasked Estep 
Score: -17299004.000000 Penalty: 6099.359863
	Iteration 4Q: 3 clusters Score -1.7299e+07 nChanged 7510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112034 members 
Mstep: Class 2 contains 107025 members 
Entering Unmasked Estep 
Score: -17300996.000000 Penalty: 6099.359863
	Iteration 5Q: 3 clusters Score -1.7301e+07 nChanged 8141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112603 members 
Mstep: Class 2 contains 106456 members 
Entering Unmasked Estep 
Score: -17303708.000000 Penalty: 6099.359863
	Iteration 6Q: 3 clusters Score -1.730371e+07 nChanged 8707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113186 members 
Mstep: Class 2 contains 105873 members 
Entering Unmasked Estep 
Score: -17306636.000000 Penalty: 6099.359863
	Iteration 7Q: 3 clusters Score -1.730664e+07 nChanged 9085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113851 members 
Mstep: Class 2 contains 105208 members 
Entering Unmasked Estep 
Score: -17309702.000000 Penalty: 6099.359863
	Iteration 8Q: 3 clusters Score -1.73097e+07 nChanged 9312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114393 members 
Mstep: Class 2 contains 104666 members 
Entering Unmasked Estep 
Score: -17313428.000000 Penalty: 6099.359863
	Iteration 9Q: 3 clusters Score -1.731343e+07 nChanged 9455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114706 members 
Mstep: Class 2 contains 104353 members 
Entering Unmasked Estep 
Score: -17317526.000000 Penalty: 6099.359863
	Iteration 10Q: 3 clusters Score -1.731753e+07 nChanged 9456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114698 members 
Mstep: Class 2 contains 104361 members 
Entering Unmasked Estep 
Score: -17322200.000000 Penalty: 6099.359863
	Iteration 11Q: 3 clusters Score -1.73222e+07 nChanged 10017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114483 members 
Mstep: Class 2 contains 104576 members 
Entering Unmasked Estep 
Score: -17328058.000000 Penalty: 6099.359863
	Iteration 12Q: 3 clusters Score -1.732806e+07 nChanged 10564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114055 members 
Mstep: Class 2 contains 105004 members 
Entering Unmasked Estep 
Score: -17334562.000000 Penalty: 6099.359863
	Iteration 13Q: 3 clusters Score -1.733456e+07 nChanged 10271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113510 members 
Mstep: Class 2 contains 105549 members 
Entering Unmasked Estep 
Score: -17340382.000000 Penalty: 6099.359863
	Iteration 14Q: 3 clusters Score -1.734038e+07 nChanged 8345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113201 members 
Mstep: Class 2 contains 105858 members 
Entering Unmasked Estep 
Score: -17343476.000000 Penalty: 6099.359863
	Iteration 15Q: 3 clusters Score -1.734348e+07 nChanged 5587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112998 members 
Mstep: Class 2 contains 106061 members 
Entering Unmasked Estep 
Score: -17345172.000000 Penalty: 6099.359863
	Iteration 16Q: 3 clusters Score -1.734517e+07 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112828 members 
Mstep: Class 2 contains 106231 members 
Entering Unmasked Estep 
Score: -17346140.000000 Penalty: 6099.359863
	Iteration 17Q: 3 clusters Score -1.734614e+07 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112523 members 
Mstep: Class 2 contains 106536 members 
Entering Unmasked Estep 
Score: -17346810.000000 Penalty: 6099.359863
	Iteration 18Q: 3 clusters Score -1.734681e+07 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112237 members 
Mstep: Class 2 contains 106822 members 
Entering Unmasked Estep 
Score: -17347556.000000 Penalty: 6099.359863
	Iteration 19Q: 3 clusters Score -1.734756e+07 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111899 members 
Mstep: Class 2 contains 107160 members 
Entering Unmasked Estep 
Score: -17348452.000000 Penalty: 6099.359863
	Iteration 20F: 3 clusters Score -1.734845e+07 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111539 members 
Mstep: Class 2 contains 107520 members 
Entering Unmasked Estep 
Score: -17349360.000000 Penalty: 6099.359863
	Iteration 21Q: 3 clusters Score -1.734936e+07 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111066 members 
Mstep: Class 2 contains 107993 members 
Entering Unmasked Estep 
Score: -17350454.000000 Penalty: 6099.359863
	Iteration 22Q: 3 clusters Score -1.735045e+07 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110476 members 
Mstep: Class 2 contains 108583 members 
Entering Unmasked Estep 
Score: -17351552.000000 Penalty: 6099.359863
	Iteration 23Q: 3 clusters Score -1.735155e+07 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109788 members 
Mstep: Class 2 contains 109271 members 
Entering Unmasked Estep 
Score: -17352762.000000 Penalty: 6099.359863
	Iteration 24Q: 3 clusters Score -1.735276e+07 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109123 members 
Mstep: Class 2 contains 109936 members 
Entering Unmasked Estep 
Score: -17353898.000000 Penalty: 6099.359863
	Iteration 25Q: 3 clusters Score -1.73539e+07 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108509 members 
Mstep: Class 2 contains 110550 members 
Entering Unmasked Estep 
Score: -17355120.000000 Penalty: 6099.359863
	Iteration 26Q: 3 clusters Score -1.735512e+07 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108033 members 
Mstep: Class 2 contains 111026 members 
Entering Unmasked Estep 
Score: -17356158.000000 Penalty: 6099.359863
	Iteration 27Q: 3 clusters Score -1.735616e+07 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107705 members 
Mstep: Class 2 contains 111354 members 
Entering Unmasked Estep 
Score: -17356928.000000 Penalty: 6099.359863
	Iteration 28Q: 3 clusters Score -1.735693e+07 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107548 members 
Mstep: Class 2 contains 111511 members 
Entering Unmasked Estep 
Score: -17357718.000000 Penalty: 6099.359863
	Iteration 29Q: 3 clusters Score -1.735772e+07 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107574 members 
Mstep: Class 2 contains 111485 members 
Entering Unmasked Estep 
Score: -17358330.000000 Penalty: 6099.359863
	Iteration 30Q: 3 clusters Score -1.735833e+07 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107719 members 
Mstep: Class 2 contains 111340 members 
Entering Unmasked Estep 
Score: -17358728.000000 Penalty: 6099.359863
	Iteration 31Q: 3 clusters Score -1.735873e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107992 members 
Mstep: Class 2 contains 111067 members 
Entering Unmasked Estep 
Score: -17359020.000000 Penalty: 6099.359863
	Iteration 32Q: 3 clusters Score -1.735902e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108371 members 
Mstep: Class 2 contains 110688 members 
Entering Unmasked Estep 
Score: -17359350.000000 Penalty: 6099.359863
	Iteration 33Q: 3 clusters Score -1.735935e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108900 members 
Mstep: Class 2 contains 110159 members 
Entering Unmasked Estep 
Score: -17359646.000000 Penalty: 6099.359863
	Iteration 34Q: 3 clusters Score -1.735965e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109580 members 
Mstep: Class 2 contains 109479 members 
Entering Unmasked Estep 
Score: -17360022.000000 Penalty: 6099.359863
	Iteration 35Q: 3 clusters Score -1.736002e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110375 members 
Mstep: Class 2 contains 108684 members 
Entering Unmasked Estep 
Score: -17360348.000000 Penalty: 6099.359863
	Iteration 36Q: 3 clusters Score -1.736035e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111250 members 
Mstep: Class 2 contains 107809 members 
Entering Unmasked Estep 
Score: -17360784.000000 Penalty: 6099.359863
	Iteration 37Q: 3 clusters Score -1.736078e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112267 members 
Mstep: Class 2 contains 106792 members 
Entering Unmasked Estep 
Score: -17361094.000000 Penalty: 6099.359863
	Iteration 38Q: 3 clusters Score -1.736109e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113294 members 
Mstep: Class 2 contains 105765 members 
Entering Unmasked Estep 
Score: -17361324.000000 Penalty: 6099.359863
	Iteration 39Q: 3 clusters Score -1.736132e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114301 members 
Mstep: Class 2 contains 104758 members 
Entering Unmasked Estep 
Score: -17361628.000000 Penalty: 6099.359863
	Iteration 40F: 3 clusters Score -1.736163e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115415 members 
Mstep: Class 2 contains 103644 members 
Entering Unmasked Estep 
Score: -17361846.000000 Penalty: 6099.359863
	Iteration 41Q: 3 clusters Score -1.736185e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116614 members 
Mstep: Class 2 contains 102445 members 
Entering Unmasked Estep 
Score: -17362102.000000 Penalty: 6099.359863
	Iteration 42Q: 3 clusters Score -1.73621e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117868 members 
Mstep: Class 2 contains 101191 members 
Entering Unmasked Estep 
Score: -17362398.000000 Penalty: 6099.359863
	Iteration 43Q: 3 clusters Score -1.73624e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119188 members 
Mstep: Class 2 contains 99871 members 
Entering Unmasked Estep 
Score: -17362722.000000 Penalty: 6099.359863
	Iteration 44Q: 3 clusters Score -1.736272e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120519 members 
Mstep: Class 2 contains 98540 members 
Entering Unmasked Estep 
Score: -17362926.000000 Penalty: 6099.359863
	Iteration 45Q: 3 clusters Score -1.736293e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121899 members 
Mstep: Class 2 contains 97160 members 
Entering Unmasked Estep 
Score: -17363168.000000 Penalty: 6099.359863
	Iteration 46Q: 3 clusters Score -1.736317e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123254 members 
Mstep: Class 2 contains 95805 members 
Entering Unmasked Estep 
Score: -17363392.000000 Penalty: 6099.359863
	Iteration 47Q: 3 clusters Score -1.736339e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124611 members 
Mstep: Class 2 contains 94448 members 
Entering Unmasked Estep 
Score: -17363664.000000 Penalty: 6099.359863
	Iteration 48Q: 3 clusters Score -1.736366e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125984 members 
Mstep: Class 2 contains 93075 members 
Entering Unmasked Estep 
Score: -17363872.000000 Penalty: 6099.359863
	Iteration 49Q: 3 clusters Score -1.736387e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127320 members 
Mstep: Class 2 contains 91739 members 
Entering Unmasked Estep 
Score: -17364088.000000 Penalty: 6099.359863
	Iteration 50Q: 3 clusters Score -1.736409e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128673 members 
Mstep: Class 2 contains 90386 members 
Entering Unmasked Estep 
Score: -17364332.000000 Penalty: 6099.359863
	Iteration 51Q: 3 clusters Score -1.736433e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130050 members 
Mstep: Class 2 contains 89009 members 
Entering Unmasked Estep 
Score: -17364626.000000 Penalty: 6099.359863
	Iteration 52Q: 3 clusters Score -1.736463e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131380 members 
Mstep: Class 2 contains 87679 members 
Entering Unmasked Estep 
Score: -17364838.000000 Penalty: 6099.359863
	Iteration 53Q: 3 clusters Score -1.736484e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132729 members 
Mstep: Class 2 contains 86330 members 
Entering Unmasked Estep 
Score: -17365090.000000 Penalty: 6099.359863
	Iteration 54Q: 3 clusters Score -1.736509e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134062 members 
Mstep: Class 2 contains 84997 members 
Entering Unmasked Estep 
Score: -17365212.000000 Penalty: 6099.359863
	Iteration 55Q: 3 clusters Score -1.736521e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135402 members 
Mstep: Class 2 contains 83657 members 
Entering Unmasked Estep 
Score: -17365348.000000 Penalty: 6099.359863
	Iteration 56Q: 3 clusters Score -1.736535e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136755 members 
Mstep: Class 2 contains 82304 members 
Entering Unmasked Estep 
Score: -17365538.000000 Penalty: 6099.359863
	Iteration 57Q: 3 clusters Score -1.736554e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138066 members 
Mstep: Class 2 contains 80993 members 
Entering Unmasked Estep 
Score: -17365782.000000 Penalty: 6099.359863
	Iteration 58Q: 3 clusters Score -1.736578e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139406 members 
Mstep: Class 2 contains 79653 members 
Entering Unmasked Estep 
Score: -17365968.000000 Penalty: 6099.359863
	Iteration 59Q: 3 clusters Score -1.736597e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140738 members 
Mstep: Class 2 contains 78321 members 
Entering Unmasked Estep 
Score: -17366166.000000 Penalty: 6099.359863
	Iteration 60F: 3 clusters Score -1.736617e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142087 members 
Mstep: Class 2 contains 76972 members 
Entering Unmasked Estep 
Score: -17366296.000000 Penalty: 6099.359863
	Iteration 61Q: 3 clusters Score -1.73663e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143402 members 
Mstep: Class 2 contains 75657 members 
Entering Unmasked Estep 
Score: -17366520.000000 Penalty: 6099.359863
	Iteration 62Q: 3 clusters Score -1.736652e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144712 members 
Mstep: Class 2 contains 74347 members 
Entering Unmasked Estep 
Score: -17366724.000000 Penalty: 6099.359863
	Iteration 63Q: 3 clusters Score -1.736672e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145969 members 
Mstep: Class 2 contains 73090 members 
Entering Unmasked Estep 
Score: -17366932.000000 Penalty: 6099.359863
	Iteration 64Q: 3 clusters Score -1.736693e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147216 members 
Mstep: Class 2 contains 71843 members 
Entering Unmasked Estep 
Score: -17367102.000000 Penalty: 6099.359863
	Iteration 65Q: 3 clusters Score -1.73671e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148464 members 
Mstep: Class 2 contains 70595 members 
Entering Unmasked Estep 
Score: -17367228.000000 Penalty: 6099.359863
	Iteration 66Q: 3 clusters Score -1.736723e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149676 members 
Mstep: Class 2 contains 69383 members 
Entering Unmasked Estep 
Score: -17367302.000000 Penalty: 6099.359863
	Iteration 67Q: 3 clusters Score -1.73673e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150867 members 
Mstep: Class 2 contains 68192 members 
Entering Unmasked Estep 
Score: -17367414.000000 Penalty: 6099.359863
	Iteration 68Q: 3 clusters Score -1.736741e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152066 members 
Mstep: Class 2 contains 66993 members 
Entering Unmasked Estep 
Score: -17367514.000000 Penalty: 6099.359863
	Iteration 69Q: 3 clusters Score -1.736751e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153220 members 
Mstep: Class 2 contains 65839 members 
Entering Unmasked Estep 
Score: -17367712.000000 Penalty: 6099.359863
	Iteration 70Q: 3 clusters Score -1.736771e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154304 members 
Mstep: Class 2 contains 64755 members 
Entering Unmasked Estep 
Score: -17367814.000000 Penalty: 6099.359863
	Iteration 71Q: 3 clusters Score -1.736781e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155256 members 
Mstep: Class 2 contains 63803 members 
Entering Unmasked Estep 
Score: -17367910.000000 Penalty: 6099.359863
	Iteration 72Q: 3 clusters Score -1.736791e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156198 members 
Mstep: Class 2 contains 62861 members 
Entering Unmasked Estep 
Score: -17367984.000000 Penalty: 6099.359863
	Iteration 73Q: 3 clusters Score -1.736798e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157157 members 
Mstep: Class 2 contains 61902 members 
Entering Unmasked Estep 
Score: -17368052.000000 Penalty: 6099.359863
	Iteration 74Q: 3 clusters Score -1.736805e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158144 members 
Mstep: Class 2 contains 60915 members 
Entering Unmasked Estep 
Score: -17368196.000000 Penalty: 6099.359863
	Iteration 75Q: 3 clusters Score -1.73682e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159088 members 
Mstep: Class 2 contains 59971 members 
Entering Unmasked Estep 
Score: -17368340.000000 Penalty: 6099.359863
	Iteration 76Q: 3 clusters Score -1.736834e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160043 members 
Mstep: Class 2 contains 59016 members 
Entering Unmasked Estep 
Score: -17368404.000000 Penalty: 6099.359863
	Iteration 77Q: 3 clusters Score -1.73684e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160980 members 
Mstep: Class 2 contains 58079 members 
Entering Unmasked Estep 
Score: -17368564.000000 Penalty: 6099.359863
	Iteration 78Q: 3 clusters Score -1.736856e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161895 members 
Mstep: Class 2 contains 57164 members 
Entering Unmasked Estep 
Score: -17368618.000000 Penalty: 6099.359863
	Iteration 79Q: 3 clusters Score -1.736862e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162814 members 
Mstep: Class 2 contains 56245 members 
Entering Unmasked Estep 
Score: -17368762.000000 Penalty: 6099.359863
	Iteration 80F: 3 clusters Score -1.736876e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163694 members 
Mstep: Class 2 contains 55365 members 
Entering Unmasked Estep 
Score: -17368774.000000 Penalty: 6099.359863
	Iteration 81Q: 3 clusters Score -1.736877e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164569 members 
Mstep: Class 2 contains 54490 members 
Entering Unmasked Estep 
Score: -17368844.000000 Penalty: 6099.359863
	Iteration 82Q: 3 clusters Score -1.736884e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165372 members 
Mstep: Class 2 contains 53687 members 
Entering Unmasked Estep 
Score: -17368964.000000 Penalty: 6099.359863
	Iteration 83Q: 3 clusters Score -1.736896e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166147 members 
Mstep: Class 2 contains 52912 members 
Entering Unmasked Estep 
Score: -17368954.000000 Penalty: 6099.359863
	Iteration 84Q: 3 clusters Score -1.736895e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166895 members 
Mstep: Class 2 contains 52164 members 
Entering Unmasked Estep 
Score: -17369044.000000 Penalty: 6099.359863
	Iteration 85Q: 3 clusters Score -1.736904e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167637 members 
Mstep: Class 2 contains 51422 members 
Entering Unmasked Estep 
Score: -17369092.000000 Penalty: 6099.359863
	Iteration 86Q: 3 clusters Score -1.736909e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168349 members 
Mstep: Class 2 contains 50710 members 
Entering Unmasked Estep 
Score: -17369118.000000 Penalty: 6099.359863
	Iteration 87Q: 3 clusters Score -1.736912e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169039 members 
Mstep: Class 2 contains 50020 members 
Entering Unmasked Estep 
Score: -17369154.000000 Penalty: 6099.359863
	Iteration 88Q: 3 clusters Score -1.736915e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169698 members 
Mstep: Class 2 contains 49361 members 
Entering Unmasked Estep 
Score: -17369192.000000 Penalty: 6099.359863
	Iteration 89Q: 3 clusters Score -1.736919e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170334 members 
Mstep: Class 2 contains 48725 members 
Entering Unmasked Estep 
Score: -17369274.000000 Penalty: 6099.359863
	Iteration 90Q: 3 clusters Score -1.736927e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170969 members 
Mstep: Class 2 contains 48090 members 
Entering Unmasked Estep 
Score: -17369322.000000 Penalty: 6099.359863
	Iteration 91Q: 3 clusters Score -1.736932e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171621 members 
Mstep: Class 2 contains 47438 members 
Entering Unmasked Estep 
Score: -17369362.000000 Penalty: 6099.359863
	Iteration 92Q: 3 clusters Score -1.736936e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172246 members 
Mstep: Class 2 contains 46813 members 
Entering Unmasked Estep 
Score: -17369354.000000 Penalty: 6099.359863
	Iteration 93Q: 3 clusters Score -1.736935e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172892 members 
Mstep: Class 2 contains 46167 members 
Entering Unmasked Estep 
Score: -17369396.000000 Penalty: 6099.359863
	Iteration 94Q: 3 clusters Score -1.73694e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173540 members 
Mstep: Class 2 contains 45519 members 
Entering Unmasked Estep 
Score: -17369504.000000 Penalty: 6099.359863
	Iteration 95Q: 3 clusters Score -1.73695e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174257 members 
Mstep: Class 2 contains 44802 members 
Entering Unmasked Estep 
Score: -17369580.000000 Penalty: 6099.359863
	Iteration 96Q: 3 clusters Score -1.736958e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174959 members 
Mstep: Class 2 contains 44100 members 
Entering Unmasked Estep 
Score: -17369674.000000 Penalty: 6099.359863
	Iteration 97Q: 3 clusters Score -1.736967e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175638 members 
Mstep: Class 2 contains 43421 members 
Entering Unmasked Estep 
Score: -17369792.000000 Penalty: 6099.359863
	Iteration 98Q: 3 clusters Score -1.736979e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176361 members 
Mstep: Class 2 contains 42698 members 
Entering Unmasked Estep 
Score: -17369828.000000 Penalty: 6099.359863
	Iteration 99Q: 3 clusters Score -1.736983e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177048 members 
Mstep: Class 2 contains 42011 members 
Entering Unmasked Estep 
Score: -17369918.000000 Penalty: 6099.359863
	Iteration 100F: 3 clusters Score -1.736992e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177712 members 
Mstep: Class 2 contains 41347 members 
Entering Unmasked Estep 
Score: -17369984.000000 Penalty: 6099.359863
	Iteration 101Q: 3 clusters Score -1.736998e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178383 members 
Mstep: Class 2 contains 40676 members 
Entering Unmasked Estep 
Score: -17370058.000000 Penalty: 6099.359863
	Iteration 102Q: 3 clusters Score -1.737006e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179063 members 
Mstep: Class 2 contains 39996 members 
Entering Unmasked Estep 
Score: -17370082.000000 Penalty: 6099.359863
	Iteration 103Q: 3 clusters Score -1.737008e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179753 members 
Mstep: Class 2 contains 39306 members 
Entering Unmasked Estep 
Score: -17370166.000000 Penalty: 6099.359863
	Iteration 104Q: 3 clusters Score -1.737017e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180474 members 
Mstep: Class 2 contains 38585 members 
Entering Unmasked Estep 
Score: -17370204.000000 Penalty: 6099.359863
	Iteration 105Q: 3 clusters Score -1.73702e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181188 members 
Mstep: Class 2 contains 37871 members 
Entering Unmasked Estep 
Score: -17370292.000000 Penalty: 6099.359863
	Iteration 106Q: 3 clusters Score -1.737029e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181913 members 
Mstep: Class 2 contains 37146 members 
Entering Unmasked Estep 
Score: -17370434.000000 Penalty: 6099.359863
	Iteration 107Q: 3 clusters Score -1.737043e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182678 members 
Mstep: Class 2 contains 36381 members 
Entering Unmasked Estep 
Score: -17370472.000000 Penalty: 6099.359863
	Iteration 108Q: 3 clusters Score -1.737047e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183458 members 
Mstep: Class 2 contains 35601 members 
Entering Unmasked Estep 
Score: -17370556.000000 Penalty: 6099.359863
	Iteration 109Q: 3 clusters Score -1.737056e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184268 members 
Mstep: Class 2 contains 34791 members 
Entering Unmasked Estep 
Score: -17370642.000000 Penalty: 6099.359863
	Iteration 110Q: 3 clusters Score -1.737064e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185050 members 
Mstep: Class 2 contains 34009 members 
Entering Unmasked Estep 
Score: -17370678.000000 Penalty: 6099.359863
	Iteration 111Q: 3 clusters Score -1.737068e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185896 members 
Mstep: Class 2 contains 33163 members 
Entering Unmasked Estep 
Score: -17370856.000000 Penalty: 6099.359863
	Iteration 112Q: 3 clusters Score -1.737086e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186809 members 
Mstep: Class 2 contains 32250 members 
Entering Unmasked Estep 
Score: -17370920.000000 Penalty: 6099.359863
	Iteration 113Q: 3 clusters Score -1.737092e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187767 members 
Mstep: Class 2 contains 31292 members 
Entering Unmasked Estep 
Score: -17371082.000000 Penalty: 6099.359863
	Iteration 114Q: 3 clusters Score -1.737108e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188686 members 
Mstep: Class 2 contains 30373 members 
Entering Unmasked Estep 
Score: -17371164.000000 Penalty: 6099.359863
	Iteration 115Q: 3 clusters Score -1.737116e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189561 members 
Mstep: Class 2 contains 29498 members 
Entering Unmasked Estep 
Score: -17371284.000000 Penalty: 6099.359863
	Iteration 116Q: 3 clusters Score -1.737128e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190401 members 
Mstep: Class 2 contains 28658 members 
Entering Unmasked Estep 
Score: -17371328.000000 Penalty: 6099.359863
	Iteration 117Q: 3 clusters Score -1.737133e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191234 members 
Mstep: Class 2 contains 27825 members 
Entering Unmasked Estep 
Score: -17371490.000000 Penalty: 6099.359863
	Iteration 118Q: 3 clusters Score -1.737149e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192088 members 
Mstep: Class 2 contains 26971 members 
Entering Unmasked Estep 
Score: -17371610.000000 Penalty: 6099.359863
	Iteration 119Q: 3 clusters Score -1.737161e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192974 members 
Mstep: Class 2 contains 26085 members 
Entering Unmasked Estep 
Score: -17371776.000000 Penalty: 6099.359863
	Iteration 120F: 3 clusters Score -1.737178e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193897 members 
Mstep: Class 2 contains 25162 members 
Entering Unmasked Estep 
Score: -17371972.000000 Penalty: 6099.359863
	Iteration 121Q: 3 clusters Score -1.737197e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194814 members 
Mstep: Class 2 contains 24245 members 
Entering Unmasked Estep 
Score: -17372004.000000 Penalty: 6099.359863
	Iteration 122Q: 3 clusters Score -1.7372e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195751 members 
Mstep: Class 2 contains 23308 members 
Entering Unmasked Estep 
Score: -17372154.000000 Penalty: 6099.359863
	Iteration 123Q: 3 clusters Score -1.737215e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196757 members 
Mstep: Class 2 contains 22302 members 
Entering Unmasked Estep 
Score: -17372316.000000 Penalty: 6099.359863
	Iteration 124Q: 3 clusters Score -1.737232e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197761 members 
Mstep: Class 2 contains 21298 members 
Entering Unmasked Estep 
Score: -17372550.000000 Penalty: 6099.359863
	Iteration 125Q: 3 clusters Score -1.737255e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198784 members 
Mstep: Class 2 contains 20275 members 
Entering Unmasked Estep 
Score: -17372660.000000 Penalty: 6099.359863
	Iteration 126Q: 3 clusters Score -1.737266e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199798 members 
Mstep: Class 2 contains 19261 members 
Entering Unmasked Estep 
Score: -17372916.000000 Penalty: 6099.359863
	Iteration 127Q: 3 clusters Score -1.737292e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200829 members 
Mstep: Class 2 contains 18230 members 
Entering Unmasked Estep 
Score: -17373112.000000 Penalty: 6099.359863
	Iteration 128Q: 3 clusters Score -1.737311e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201890 members 
Mstep: Class 2 contains 17169 members 
Entering Unmasked Estep 
Score: -17373348.000000 Penalty: 6099.359863
	Iteration 129Q: 3 clusters Score -1.737335e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202944 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -17373498.000000 Penalty: 6099.359863
	Iteration 130Q: 3 clusters Score -1.73735e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204081 members 
Mstep: Class 2 contains 14978 members 
Entering Unmasked Estep 
Score: -17373780.000000 Penalty: 6099.359863
	Iteration 131Q: 3 clusters Score -1.737378e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205195 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -17374016.000000 Penalty: 6099.359863
	Iteration 132Q: 3 clusters Score -1.737402e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206274 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -17374332.000000 Penalty: 6099.359863
	Iteration 133Q: 3 clusters Score -1.737433e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207273 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -17374596.000000 Penalty: 6099.359863
	Iteration 134Q: 3 clusters Score -1.73746e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208189 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -17374798.000000 Penalty: 6099.359863
	Iteration 135Q: 3 clusters Score -1.73748e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209065 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -17375024.000000 Penalty: 6099.359863
	Iteration 136Q: 3 clusters Score -1.737502e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209883 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -17375260.000000 Penalty: 6099.359863
	Iteration 137Q: 3 clusters Score -1.737526e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210716 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -17375490.000000 Penalty: 6099.359863
	Iteration 138Q: 3 clusters Score -1.737549e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211489 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -17375724.000000 Penalty: 6099.359863
	Iteration 139Q: 3 clusters Score -1.737572e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212193 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -17375988.000000 Penalty: 6099.359863
	Iteration 140F: 3 clusters Score -1.737599e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212856 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -17376178.000000 Penalty: 6099.359863
	Iteration 141Q: 3 clusters Score -1.737618e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213422 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -17376336.000000 Penalty: 6099.359863
	Iteration 142Q: 3 clusters Score -1.737634e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213949 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -17376492.000000 Penalty: 6099.359863
	Iteration 143Q: 3 clusters Score -1.737649e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214430 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -17376578.000000 Penalty: 6099.359863
	Iteration 144Q: 3 clusters Score -1.737658e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214855 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -17376752.000000 Penalty: 6099.359863
	Iteration 145Q: 3 clusters Score -1.737675e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215206 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -17376812.000000 Penalty: 6099.359863
	Iteration 146Q: 3 clusters Score -1.737681e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215488 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -17376894.000000 Penalty: 6099.359863
	Iteration 147Q: 3 clusters Score -1.737689e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215726 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -17376934.000000 Penalty: 6099.359863
	Iteration 148Q: 3 clusters Score -1.737693e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215928 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -17376990.000000 Penalty: 6099.359863
	Iteration 149Q: 3 clusters Score -1.737699e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216112 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -17377042.000000 Penalty: 6099.359863
	Iteration 150Q: 3 clusters Score -1.737704e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216267 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -17377132.000000 Penalty: 6099.359863
	Iteration 151Q: 3 clusters Score -1.737713e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216377 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -17377168.000000 Penalty: 6099.359863
	Iteration 152Q: 3 clusters Score -1.737717e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216478 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -17377200.000000 Penalty: 6099.359863
	Iteration 153Q: 3 clusters Score -1.73772e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216569 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -17377254.000000 Penalty: 6099.359863
	Iteration 154Q: 3 clusters Score -1.737725e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216647 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -17377302.000000 Penalty: 6099.359863
	Iteration 155Q: 3 clusters Score -1.73773e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216728 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -17377322.000000 Penalty: 6099.359863
	Iteration 156Q: 3 clusters Score -1.737732e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216796 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -17377346.000000 Penalty: 6099.359863
	Iteration 157Q: 3 clusters Score -1.737735e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216835 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -17377366.000000 Penalty: 6099.359863
	Iteration 158Q: 3 clusters Score -1.737737e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216871 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -17377366.000000 Penalty: 6099.359863
	Iteration 159Q: 3 clusters Score -1.737737e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216899 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -17377386.000000 Penalty: 6099.359863
	Iteration 160F: 3 clusters Score -1.737739e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216926 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -17377382.000000 Penalty: 6099.359863
	Iteration 161Q: 3 clusters Score -1.737738e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216949 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -17377414.000000 Penalty: 6099.359863
	Iteration 162Q: 3 clusters Score -1.737741e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216969 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -17377428.000000 Penalty: 6099.359863
	Iteration 163Q: 3 clusters Score -1.737743e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216985 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -17377430.000000 Penalty: 6099.359863
	Iteration 164Q: 3 clusters Score -1.737743e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217000 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -17377426.000000 Penalty: 6099.359863
	Iteration 165Q: 3 clusters Score -1.737743e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217017 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -17377426.000000 Penalty: 6099.359863
	Iteration 166Q: 3 clusters Score -1.737743e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217032 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -17377418.000000 Penalty: 6099.359863
	Iteration 167Q: 3 clusters Score -1.737742e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217049 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -17377416.000000 Penalty: 6099.359863
	Iteration 168Q: 3 clusters Score -1.737742e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217062 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -17377428.000000 Penalty: 6099.359863
	Iteration 169Q: 3 clusters Score -1.737743e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217073 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -17377434.000000 Penalty: 6099.359863
	Iteration 170Q: 3 clusters Score -1.737743e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217091 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -17377444.000000 Penalty: 6099.359863
	Iteration 171Q: 3 clusters Score -1.737744e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217096 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -17377446.000000 Penalty: 6099.359863
	Iteration 172Q: 3 clusters Score -1.737745e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217100 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -17377446.000000 Penalty: 6099.359863
	Iteration 173Q: 3 clusters Score -1.737745e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217107 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -17377446.000000 Penalty: 6099.359863
	Iteration 174Q: 3 clusters Score -1.737745e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217115 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -17377462.000000 Penalty: 6099.359863
	Iteration 175Q: 3 clusters Score -1.737746e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217121 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -17377440.000000 Penalty: 6099.359863
	Iteration 176Q: 3 clusters Score -1.737744e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217130 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -17377428.000000 Penalty: 6099.359863
	Iteration 177Q: 3 clusters Score -1.737743e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217137 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -17377428.000000 Penalty: 6099.359863
	Iteration 178Q: 3 clusters Score -1.737743e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217148 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -17377428.000000 Penalty: 6099.359863
	Iteration 179Q: 3 clusters Score -1.737743e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217155 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -17377424.000000 Penalty: 6099.359863
	Iteration 180F: 3 clusters Score -1.737742e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217158 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -17377430.000000 Penalty: 6099.359863
	Iteration 181Q: 3 clusters Score -1.737743e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217167 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -17377418.000000 Penalty: 6099.359863
	Iteration 182Q: 3 clusters Score -1.737742e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217176 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -17377438.000000 Penalty: 6099.359863
	Iteration 183Q: 3 clusters Score -1.737744e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217185 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -17377434.000000 Penalty: 6099.359863
	Iteration 184Q: 3 clusters Score -1.737743e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217188 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -17377436.000000 Penalty: 6099.359863
	Iteration 185Q: 3 clusters Score -1.737744e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217191 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -17377442.000000 Penalty: 6099.359863
	Iteration 186Q: 3 clusters Score -1.737744e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217197 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -17377454.000000 Penalty: 6099.359863
	Iteration 187Q: 3 clusters Score -1.737745e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217202 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -17377448.000000 Penalty: 6099.359863
	Iteration 188Q: 3 clusters Score -1.737745e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217205 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -17377454.000000 Penalty: 6099.359863
	Iteration 189Q: 3 clusters Score -1.737745e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217208 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -17377454.000000 Penalty: 6099.359863
	Iteration 190Q: 3 clusters Score -1.737745e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217211 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -17377448.000000 Penalty: 6099.359863
	Iteration 191Q: 3 clusters Score -1.737745e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217212 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -17377450.000000 Penalty: 6099.359863
	Iteration 192Q: 3 clusters Score -1.737745e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217214 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -17377450.000000 Penalty: 6099.359863
	Iteration 193Q: 3 clusters Score -1.737745e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217216 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -17377454.000000 Penalty: 6099.359863
	Iteration 194Q: 3 clusters Score -1.737745e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217219 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -17377456.000000 Penalty: 6099.359863
	Iteration 195Q: 3 clusters Score -1.737746e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217220 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -17377454.000000 Penalty: 6099.359863
	Iteration 196Q: 3 clusters Score -1.737745e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217219 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -17377452.000000 Penalty: 6099.359863
	Iteration 197Q: 3 clusters Score -1.737745e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217219 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -17377452.000000 Penalty: 6099.359863
	Iteration 198F: 3 clusters Score -1.737745e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (49160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49160 members 
Entering Unmasked Estep 
Score: -3825747.750000 Penalty: 2679.103271
	Iteration 0F: 2 clusters Score -3825748 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24623 members 
Mstep: Class 2 contains 24537 members 
Entering Unmasked Estep 
Score: -3792560.750000 Penalty: 5358.206543
	Iteration 0F: 3 clusters Score -3792561 nChanged 22629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24254 members 
Mstep: Class 2 contains 24906 members 
Entering Unmasked Estep 
Score: -3805182.000000 Penalty: 5358.206543
	Iteration 1F: 3 clusters Score -3805182 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23977 members 
Mstep: Class 2 contains 25183 members 
Entering Unmasked Estep 
Score: -3805730.500000 Penalty: 5358.206543
	Iteration 2Q: 3 clusters Score -3805730 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23507 members 
Mstep: Class 2 contains 25653 members 
Entering Unmasked Estep 
Score: -3806310.000000 Penalty: 5358.206543
	Iteration 3Q: 3 clusters Score -3806310 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22862 members 
Mstep: Class 2 contains 26298 members 
Entering Unmasked Estep 
Score: -3806987.250000 Penalty: 5358.206543
	Iteration 4Q: 3 clusters Score -3806987 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21966 members 
Mstep: Class 2 contains 27194 members 
Entering Unmasked Estep 
Score: -3807785.250000 Penalty: 5358.206543
	Iteration 5Q: 3 clusters Score -3807785 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20732 members 
Mstep: Class 2 contains 28428 members 
Entering Unmasked Estep 
Score: -3808733.750000 Penalty: 5358.206543
	Iteration 6Q: 3 clusters Score -3808734 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19187 members 
Mstep: Class 2 contains 29973 members 
Entering Unmasked Estep 
Score: -3809918.500000 Penalty: 5358.206543
	Iteration 7F: 3 clusters Score -3809918 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17410 members 
Mstep: Class 2 contains 31750 members 
Entering Unmasked Estep 
Score: -3811238.750000 Penalty: 5358.206543
	Iteration 8F: 3 clusters Score -3811239 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15366 members 
Mstep: Class 2 contains 33794 members 
Entering Unmasked Estep 
Score: -3812731.750000 Penalty: 5358.206543
	Iteration 9F: 3 clusters Score -3812732 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 35894 members 
Entering Unmasked Estep 
Score: -3814283.250000 Penalty: 5358.206543
	Iteration 10F: 3 clusters Score -3814283 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 37826 members 
Entering Unmasked Estep 
Score: -3815590.500000 Penalty: 5358.206543
	Iteration 11Q: 3 clusters Score -3815590 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 39602 members 
Entering Unmasked Estep 
Score: -3816757.250000 Penalty: 5358.206543
	Iteration 12Q: 3 clusters Score -3816757 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 41224 members 
Entering Unmasked Estep 
Score: -3817923.250000 Penalty: 5358.206543
	Iteration 13Q: 3 clusters Score -3817923 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 42656 members 
Entering Unmasked Estep 
Score: -3819014.000000 Penalty: 5358.206543
	Iteration 14Q: 3 clusters Score -3819014 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 43855 members 
Entering Unmasked Estep 
Score: -3820068.750000 Penalty: 5358.206543
	Iteration 15Q: 3 clusters Score -3820069 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 44750 members 
Entering Unmasked Estep 
Score: -3820937.750000 Penalty: 5358.206543
	Iteration 16Q: 3 clusters Score -3820938 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 45346 members 
Entering Unmasked Estep 
Score: -3821628.000000 Penalty: 5358.206543
	Iteration 17Q: 3 clusters Score -3821628 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 45723 members 
Entering Unmasked Estep 
Score: -3822157.750000 Penalty: 5358.206543
	Iteration 18Q: 3 clusters Score -3822158 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 45959 members 
Entering Unmasked Estep 
Score: -3822551.000000 Penalty: 5358.206543
	Iteration 19Q: 3 clusters Score -3822551 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 46153 members 
Entering Unmasked Estep 
Score: -3822875.250000 Penalty: 5358.206543
	Iteration 20F: 3 clusters Score -3822875 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 46300 members 
Entering Unmasked Estep 
Score: -3823091.250000 Penalty: 5358.206543
	Iteration 21Q: 3 clusters Score -3823091 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 46429 members 
Entering Unmasked Estep 
Score: -3823241.500000 Penalty: 5358.206543
	Iteration 22Q: 3 clusters Score -3823242 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 46546 members 
Entering Unmasked Estep 
Score: -3823327.250000 Penalty: 5358.206543
	Iteration 23Q: 3 clusters Score -3823327 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 46629 members 
Entering Unmasked Estep 
Score: -3823392.750000 Penalty: 5358.206543
	Iteration 24Q: 3 clusters Score -3823393 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 46702 members 
Entering Unmasked Estep 
Score: -3823440.250000 Penalty: 5358.206543
	Iteration 25Q: 3 clusters Score -3823440 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 46753 members 
Entering Unmasked Estep 
Score: -3823468.500000 Penalty: 5358.206543
	Iteration 26Q: 3 clusters Score -3823468 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 46805 members 
Entering Unmasked Estep 
Score: -3823495.500000 Penalty: 5358.206543
	Iteration 27Q: 3 clusters Score -3823496 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 46852 members 
Entering Unmasked Estep 
Score: -3823512.500000 Penalty: 5358.206543
	Iteration 28Q: 3 clusters Score -3823512 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 46894 members 
Entering Unmasked Estep 
Score: -3823518.250000 Penalty: 5358.206543
	Iteration 29Q: 3 clusters Score -3823518 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 46925 members 
Entering Unmasked Estep 
Score: -3823530.000000 Penalty: 5358.206543
	Iteration 30Q: 3 clusters Score -3823530 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 46949 members 
Entering Unmasked Estep 
Score: -3823539.250000 Penalty: 5358.206543
	Iteration 31Q: 3 clusters Score -3823539 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 46971 members 
Entering Unmasked Estep 
Score: -3823546.500000 Penalty: 5358.206543
	Iteration 32Q: 3 clusters Score -3823546 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 46987 members 
Entering Unmasked Estep 
Score: -3823554.500000 Penalty: 5358.206543
	Iteration 33Q: 3 clusters Score -3823554 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 47004 members 
Entering Unmasked Estep 
Score: -3823561.000000 Penalty: 5358.206543
	Iteration 34Q: 3 clusters Score -3823561 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 47019 members 
Entering Unmasked Estep 
Score: -3823565.500000 Penalty: 5358.206543
	Iteration 35Q: 3 clusters Score -3823566 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 47032 members 
Entering Unmasked Estep 
Score: -3823560.750000 Penalty: 5358.206543
	Iteration 36Q: 3 clusters Score -3823561 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 47041 members 
Entering Unmasked Estep 
Score: -3823567.750000 Penalty: 5358.206543
	Iteration 37Q: 3 clusters Score -3823568 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 47046 members 
Entering Unmasked Estep 
Score: -3823560.500000 Penalty: 5358.206543
	Iteration 38Q: 3 clusters Score -3823560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 47052 members 
Entering Unmasked Estep 
Score: -3823554.750000 Penalty: 5358.206543
	Iteration 39Q: 3 clusters Score -3823555 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 47058 members 
Entering Unmasked Estep 
Score: -3823551.750000 Penalty: 5358.206543
	Iteration 40F: 3 clusters Score -3823552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 47060 members 
Entering Unmasked Estep 
Score: -3823553.500000 Penalty: 5358.206543
	Iteration 41Q: 3 clusters Score -3823554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 47064 members 
Entering Unmasked Estep 
Score: -3823555.250000 Penalty: 5358.206543
	Iteration 42Q: 3 clusters Score -3823555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 47066 members 
Entering Unmasked Estep 
Score: -3823555.000000 Penalty: 5358.206543
	Iteration 43Q: 3 clusters Score -3823555 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 47067 members 
Entering Unmasked Estep 
Score: -3823557.250000 Penalty: 5358.206543
	Iteration 44Q: 3 clusters Score -3823557 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 47068 members 
Entering Unmasked Estep 
Score: -3823558.750000 Penalty: 5358.206543
	Iteration 45Q: 3 clusters Score -3823559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 47069 members 
Entering Unmasked Estep 
Score: -3823562.000000 Penalty: 5358.206543
	Iteration 46Q: 3 clusters Score -3823562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 47068 members 
Entering Unmasked Estep 
Score: -3823563.750000 Penalty: 5358.206543
	Iteration 47Q: 3 clusters Score -3823564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 47068 members 
Entering Unmasked Estep 
Score: -3823563.750000 Penalty: 5358.206543
	Iteration 48F: 3 clusters Score -3823564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (154279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154279 members 
Entering Unmasked Estep 
Score: -12352872.000000 Penalty: 2962.736328
	Iteration 0F: 2 clusters Score -1.235287e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77269 members 
Mstep: Class 2 contains 77010 members 
Entering Unmasked Estep 
Score: -12249118.000000 Penalty: 5925.472656
	Iteration 0F: 3 clusters Score -1.224912e+07 nChanged 73817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78158 members 
Mstep: Class 2 contains 76121 members 
Entering Unmasked Estep 
Score: -12292025.000000 Penalty: 5925.472656
	Iteration 1F: 3 clusters Score -1.229202e+07 nChanged 5558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77690 members 
Mstep: Class 2 contains 76589 members 
Entering Unmasked Estep 
Score: -12293978.000000 Penalty: 5925.472656
	Iteration 2Q: 3 clusters Score -1.229398e+07 nChanged 7051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76583 members 
Mstep: Class 2 contains 77696 members 
Entering Unmasked Estep 
Score: -12297295.000000 Penalty: 5925.472656
	Iteration 3Q: 3 clusters Score -1.22973e+07 nChanged 9069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74664 members 
Mstep: Class 2 contains 79615 members 
Entering Unmasked Estep 
Score: -12302424.000000 Penalty: 5925.472656
	Iteration 4F: 3 clusters Score -1.230242e+07 nChanged 10922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72032 members 
Mstep: Class 2 contains 82247 members 
Entering Unmasked Estep 
Score: -12309436.000000 Penalty: 5925.472656
	Iteration 5F: 3 clusters Score -1.230944e+07 nChanged 11370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69058 members 
Mstep: Class 2 contains 85221 members 
Entering Unmasked Estep 
Score: -12316063.000000 Penalty: 5925.472656
	Iteration 6F: 3 clusters Score -1.231606e+07 nChanged 9876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66404 members 
Mstep: Class 2 contains 87875 members 
Entering Unmasked Estep 
Score: -12320694.000000 Penalty: 5925.472656
	Iteration 7F: 3 clusters Score -1.232069e+07 nChanged 7671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64059 members 
Mstep: Class 2 contains 90220 members 
Entering Unmasked Estep 
Score: -12323345.000000 Penalty: 5925.472656
	Iteration 8Q: 3 clusters Score -1.232334e+07 nChanged 5373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61970 members 
Mstep: Class 2 contains 92309 members 
Entering Unmasked Estep 
Score: -12324667.000000 Penalty: 5925.472656
	Iteration 9Q: 3 clusters Score -1.232467e+07 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59837 members 
Mstep: Class 2 contains 94442 members 
Entering Unmasked Estep 
Score: -12325478.000000 Penalty: 5925.472656
	Iteration 10Q: 3 clusters Score -1.232548e+07 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57535 members 
Mstep: Class 2 contains 96744 members 
Entering Unmasked Estep 
Score: -12325996.000000 Penalty: 5925.472656
	Iteration 11Q: 3 clusters Score -1.2326e+07 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55075 members 
Mstep: Class 2 contains 99204 members 
Entering Unmasked Estep 
Score: -12326517.000000 Penalty: 5925.472656
	Iteration 12Q: 3 clusters Score -1.232652e+07 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52368 members 
Mstep: Class 2 contains 101911 members 
Entering Unmasked Estep 
Score: -12327045.000000 Penalty: 5925.472656
	Iteration 13Q: 3 clusters Score -1.232704e+07 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49298 members 
Mstep: Class 2 contains 104981 members 
Entering Unmasked Estep 
Score: -12327644.000000 Penalty: 5925.472656
	Iteration 14Q: 3 clusters Score -1.232764e+07 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45753 members 
Mstep: Class 2 contains 108526 members 
Entering Unmasked Estep 
Score: -12328556.000000 Penalty: 5925.472656
	Iteration 15Q: 3 clusters Score -1.232856e+07 nChanged 3979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41774 members 
Mstep: Class 2 contains 112505 members 
Entering Unmasked Estep 
Score: -12329702.000000 Penalty: 5925.472656
	Iteration 16Q: 3 clusters Score -1.23297e+07 nChanged 4418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37356 members 
Mstep: Class 2 contains 116923 members 
Entering Unmasked Estep 
Score: -12331318.000000 Penalty: 5925.472656
	Iteration 17Q: 3 clusters Score -1.233132e+07 nChanged 4648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32708 members 
Mstep: Class 2 contains 121571 members 
Entering Unmasked Estep 
Score: -12333195.000000 Penalty: 5925.472656
	Iteration 18Q: 3 clusters Score -1.23332e+07 nChanged 4618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28090 members 
Mstep: Class 2 contains 126189 members 
Entering Unmasked Estep 
Score: -12335016.000000 Penalty: 5925.472656
	Iteration 19Q: 3 clusters Score -1.233502e+07 nChanged 4645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23445 members 
Mstep: Class 2 contains 130834 members 
Entering Unmasked Estep 
Score: -12337102.000000 Penalty: 5925.472656
	Iteration 20F: 3 clusters Score -1.23371e+07 nChanged 4490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18955 members 
Mstep: Class 2 contains 135324 members 
Entering Unmasked Estep 
Score: -12339396.000000 Penalty: 5925.472656
	Iteration 21Q: 3 clusters Score -1.23394e+07 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14759 members 
Mstep: Class 2 contains 139520 members 
Entering Unmasked Estep 
Score: -12341701.000000 Penalty: 5925.472656
	Iteration 22Q: 3 clusters Score -1.23417e+07 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 143226 members 
Entering Unmasked Estep 
Score: -12343820.000000 Penalty: 5925.472656
	Iteration 23Q: 3 clusters Score -1.234382e+07 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 146301 members 
Entering Unmasked Estep 
Score: -12345734.000000 Penalty: 5925.472656
	Iteration 24Q: 3 clusters Score -1.234573e+07 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 148671 members 
Entering Unmasked Estep 
Score: -12347279.000000 Penalty: 5925.472656
	Iteration 25Q: 3 clusters Score -1.234728e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 150387 members 
Entering Unmasked Estep 
Score: -12348294.000000 Penalty: 5925.472656
	Iteration 26Q: 3 clusters Score -1.234829e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 151567 members 
Entering Unmasked Estep 
Score: -12349062.000000 Penalty: 5925.472656
	Iteration 27Q: 3 clusters Score -1.234906e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 152324 members 
Entering Unmasked Estep 
Score: -12349601.000000 Penalty: 5925.472656
	Iteration 28Q: 3 clusters Score -1.23496e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 152758 members 
Entering Unmasked Estep 
Score: -12349844.000000 Penalty: 5925.472656
	Iteration 29Q: 3 clusters Score -1.234984e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 153005 members 
Entering Unmasked Estep 
Score: -12350050.000000 Penalty: 5925.472656
	Iteration 30Q: 3 clusters Score -1.235005e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 153186 members 
Entering Unmasked Estep 
Score: -12350212.000000 Penalty: 5925.472656
	Iteration 31Q: 3 clusters Score -1.235021e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 153297 members 
Entering Unmasked Estep 
Score: -12350327.000000 Penalty: 5925.472656
	Iteration 32Q: 3 clusters Score -1.235033e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 153359 members 
Entering Unmasked Estep 
Score: -12350385.000000 Penalty: 5925.472656
	Iteration 33Q: 3 clusters Score -1.235038e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 153402 members 
Entering Unmasked Estep 
Score: -12350398.000000 Penalty: 5925.472656
	Iteration 34Q: 3 clusters Score -1.23504e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 153436 members 
Entering Unmasked Estep 
Score: -12350422.000000 Penalty: 5925.472656
	Iteration 35Q: 3 clusters Score -1.235042e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 153455 members 
Entering Unmasked Estep 
Score: -12350445.000000 Penalty: 5925.472656
	Iteration 36Q: 3 clusters Score -1.235044e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 153465 members 
Entering Unmasked Estep 
Score: -12350467.000000 Penalty: 5925.472656
	Iteration 37Q: 3 clusters Score -1.235047e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 153478 members 
Entering Unmasked Estep 
Score: -12350474.000000 Penalty: 5925.472656
	Iteration 38Q: 3 clusters Score -1.235047e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 153483 members 
Entering Unmasked Estep 
Score: -12350490.000000 Penalty: 5925.472656
	Iteration 39Q: 3 clusters Score -1.235049e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 153489 members 
Entering Unmasked Estep 
Score: -12350497.000000 Penalty: 5925.472656
	Iteration 40F: 3 clusters Score -1.23505e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 153499 members 
Entering Unmasked Estep 
Score: -12350514.000000 Penalty: 5925.472656
	Iteration 41Q: 3 clusters Score -1.235051e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 153506 members 
Entering Unmasked Estep 
Score: -12350519.000000 Penalty: 5925.472656
	Iteration 42Q: 3 clusters Score -1.235052e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 153518 members 
Entering Unmasked Estep 
Score: -12350515.000000 Penalty: 5925.472656
	Iteration 43Q: 3 clusters Score -1.235052e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 153519 members 
Entering Unmasked Estep 
Score: -12350517.000000 Penalty: 5925.472656
	Iteration 44Q: 3 clusters Score -1.235052e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 153521 members 
Entering Unmasked Estep 
Score: -12350526.000000 Penalty: 5925.472656
	Iteration 45Q: 3 clusters Score -1.235053e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 153521 members 
Entering Unmasked Estep 
Score: -12350521.000000 Penalty: 5925.472656
	Iteration 46Q: 3 clusters Score -1.235052e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 153523 members 
Entering Unmasked Estep 
Score: -12350522.000000 Penalty: 5925.472656
	Iteration 47Q: 3 clusters Score -1.235052e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 153523 members 
Entering Unmasked Estep 
Score: -12350520.000000 Penalty: 5925.472656
	Iteration 48Q: 3 clusters Score -1.235052e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 153525 members 
Entering Unmasked Estep 
Score: -12350524.000000 Penalty: 5925.472656
	Iteration 49Q: 3 clusters Score -1.235052e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 153531 members 
Entering Unmasked Estep 
Score: -12350530.000000 Penalty: 5925.472656
	Iteration 50Q: 3 clusters Score -1.235053e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 153534 members 
Entering Unmasked Estep 
Score: -12350523.000000 Penalty: 5925.472656
	Iteration 51Q: 3 clusters Score -1.235052e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 153533 members 
Entering Unmasked Estep 
Score: -12350531.000000 Penalty: 5925.472656
	Iteration 52Q: 3 clusters Score -1.235053e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 153532 members 
Entering Unmasked Estep 
Score: -12350527.000000 Penalty: 5925.472656
	Iteration 53Q: 3 clusters Score -1.235053e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 153531 members 
Entering Unmasked Estep 
Score: -12350535.000000 Penalty: 5925.472656
	Iteration 54Q: 3 clusters Score -1.235054e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 153531 members 
Entering Unmasked Estep 
Score: -12350533.000000 Penalty: 5925.472656
	Iteration 55Q: 3 clusters Score -1.235053e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 153531 members 
Entering Unmasked Estep 
Score: -12350530.000000 Penalty: 5925.472656
	Iteration 56Q: 3 clusters Score -1.235053e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 153531 members 
Entering Unmasked Estep 
Score: -12350530.000000 Penalty: 5925.472656
	Iteration 57F: 3 clusters Score -1.235053e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (111230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111230 members 
Entering Unmasked Estep 
Score: -8863873.000000 Penalty: 2881.600098
	Iteration 0F: 2 clusters Score -8863873 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55470 members 
Mstep: Class 2 contains 55760 members 
Entering Unmasked Estep 
Score: -8789416.000000 Penalty: 5763.200195
	Iteration 0F: 3 clusters Score -8789416 nChanged 52527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53573 members 
Mstep: Class 2 contains 57657 members 
Entering Unmasked Estep 
Score: -8819682.000000 Penalty: 5763.200195
	Iteration 1F: 3 clusters Score -8819682 nChanged 3811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52352 members 
Mstep: Class 2 contains 58878 members 
Entering Unmasked Estep 
Score: -8820759.000000 Penalty: 5763.200195
	Iteration 2Q: 3 clusters Score -8820759 nChanged 4392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50578 members 
Mstep: Class 2 contains 60652 members 
Entering Unmasked Estep 
Score: -8822381.000000 Penalty: 5763.200195
	Iteration 3Q: 3 clusters Score -8822381 nChanged 5483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48029 members 
Mstep: Class 2 contains 63201 members 
Entering Unmasked Estep 
Score: -8825281.000000 Penalty: 5763.200195
	Iteration 4Q: 3 clusters Score -8825281 nChanged 6832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44509 members 
Mstep: Class 2 contains 66721 members 
Entering Unmasked Estep 
Score: -8830019.000000 Penalty: 5763.200195
	Iteration 5F: 3 clusters Score -8830019 nChanged 8095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40068 members 
Mstep: Class 2 contains 71162 members 
Entering Unmasked Estep 
Score: -8836841.000000 Penalty: 5763.200195
	Iteration 6F: 3 clusters Score -8836841 nChanged 8391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35489 members 
Mstep: Class 2 contains 75741 members 
Entering Unmasked Estep 
Score: -8844781.000000 Penalty: 5763.200195
	Iteration 7F: 3 clusters Score -8844781 nChanged 7513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31896 members 
Mstep: Class 2 contains 79334 members 
Entering Unmasked Estep 
Score: -8851928.000000 Penalty: 5763.200195
	Iteration 8F: 3 clusters Score -8851928 nChanged 5627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29679 members 
Mstep: Class 2 contains 81551 members 
Entering Unmasked Estep 
Score: -8856556.000000 Penalty: 5763.200195
	Iteration 9F: 3 clusters Score -8856556 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28335 members 
Mstep: Class 2 contains 82895 members 
Entering Unmasked Estep 
Score: -8858879.000000 Penalty: 5763.200195
	Iteration 10Q: 3 clusters Score -8858879 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27316 members 
Mstep: Class 2 contains 83914 members 
Entering Unmasked Estep 
Score: -8860292.000000 Penalty: 5763.200195
	Iteration 11Q: 3 clusters Score -8860292 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26545 members 
Mstep: Class 2 contains 84685 members 
Entering Unmasked Estep 
Score: -8861188.000000 Penalty: 5763.200195
	Iteration 12Q: 3 clusters Score -8861188 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26003 members 
Mstep: Class 2 contains 85227 members 
Entering Unmasked Estep 
Score: -8861842.000000 Penalty: 5763.200195
	Iteration 13Q: 3 clusters Score -8861842 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25625 members 
Mstep: Class 2 contains 85605 members 
Entering Unmasked Estep 
Score: -8862165.000000 Penalty: 5763.200195
	Iteration 14Q: 3 clusters Score -8862165 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25328 members 
Mstep: Class 2 contains 85902 members 
Entering Unmasked Estep 
Score: -8862366.000000 Penalty: 5763.200195
	Iteration 15Q: 3 clusters Score -8862366 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25125 members 
Mstep: Class 2 contains 86105 members 
Entering Unmasked Estep 
Score: -8862530.000000 Penalty: 5763.200195
	Iteration 16Q: 3 clusters Score -8862530 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24938 members 
Mstep: Class 2 contains 86292 members 
Entering Unmasked Estep 
Score: -8862624.000000 Penalty: 5763.200195
	Iteration 17Q: 3 clusters Score -8862624 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24769 members 
Mstep: Class 2 contains 86461 members 
Entering Unmasked Estep 
Score: -8862710.000000 Penalty: 5763.200195
	Iteration 18Q: 3 clusters Score -8862710 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24601 members 
Mstep: Class 2 contains 86629 members 
Entering Unmasked Estep 
Score: -8862740.000000 Penalty: 5763.200195
	Iteration 19Q: 3 clusters Score -8862740 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24445 members 
Mstep: Class 2 contains 86785 members 
Entering Unmasked Estep 
Score: -8862751.000000 Penalty: 5763.200195
	Iteration 20F: 3 clusters Score -8862751 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24293 members 
Mstep: Class 2 contains 86937 members 
Entering Unmasked Estep 
Score: -8862801.000000 Penalty: 5763.200195
	Iteration 21Q: 3 clusters Score -8862801 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24162 members 
Mstep: Class 2 contains 87068 members 
Entering Unmasked Estep 
Score: -8862832.000000 Penalty: 5763.200195
	Iteration 22Q: 3 clusters Score -8862832 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24042 members 
Mstep: Class 2 contains 87188 members 
Entering Unmasked Estep 
Score: -8862876.000000 Penalty: 5763.200195
	Iteration 23Q: 3 clusters Score -8862876 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23946 members 
Mstep: Class 2 contains 87284 members 
Entering Unmasked Estep 
Score: -8862854.000000 Penalty: 5763.200195
	Iteration 24Q: 3 clusters Score -8862854 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23854 members 
Mstep: Class 2 contains 87376 members 
Entering Unmasked Estep 
Score: -8862889.000000 Penalty: 5763.200195
	Iteration 25Q: 3 clusters Score -8862889 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23777 members 
Mstep: Class 2 contains 87453 members 
Entering Unmasked Estep 
Score: -8862883.000000 Penalty: 5763.200195
	Iteration 26Q: 3 clusters Score -8862883 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23717 members 
Mstep: Class 2 contains 87513 members 
Entering Unmasked Estep 
Score: -8862865.000000 Penalty: 5763.200195
	Iteration 27Q: 3 clusters Score -8862865 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23659 members 
Mstep: Class 2 contains 87571 members 
Entering Unmasked Estep 
Score: -8862894.000000 Penalty: 5763.200195
	Iteration 28Q: 3 clusters Score -8862894 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23599 members 
Mstep: Class 2 contains 87631 members 
Entering Unmasked Estep 
Score: -8862884.000000 Penalty: 5763.200195
	Iteration 29Q: 3 clusters Score -8862884 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23550 members 
Mstep: Class 2 contains 87680 members 
Entering Unmasked Estep 
Score: -8862889.000000 Penalty: 5763.200195
	Iteration 30Q: 3 clusters Score -8862889 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23496 members 
Mstep: Class 2 contains 87734 members 
Entering Unmasked Estep 
Score: -8862896.000000 Penalty: 5763.200195
	Iteration 31Q: 3 clusters Score -8862896 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23441 members 
Mstep: Class 2 contains 87789 members 
Entering Unmasked Estep 
Score: -8862910.000000 Penalty: 5763.200195
	Iteration 32Q: 3 clusters Score -8862910 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23385 members 
Mstep: Class 2 contains 87845 members 
Entering Unmasked Estep 
Score: -8862891.000000 Penalty: 5763.200195
	Iteration 33Q: 3 clusters Score -8862891 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23328 members 
Mstep: Class 2 contains 87902 members 
Entering Unmasked Estep 
Score: -8862899.000000 Penalty: 5763.200195
	Iteration 34Q: 3 clusters Score -8862899 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23273 members 
Mstep: Class 2 contains 87957 members 
Entering Unmasked Estep 
Score: -8862899.000000 Penalty: 5763.200195
	Iteration 35Q: 3 clusters Score -8862899 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23220 members 
Mstep: Class 2 contains 88010 members 
Entering Unmasked Estep 
Score: -8862904.000000 Penalty: 5763.200195
	Iteration 36Q: 3 clusters Score -8862904 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23172 members 
Mstep: Class 2 contains 88058 members 
Entering Unmasked Estep 
Score: -8862899.000000 Penalty: 5763.200195
	Iteration 37Q: 3 clusters Score -8862899 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23130 members 
Mstep: Class 2 contains 88100 members 
Entering Unmasked Estep 
Score: -8862899.000000 Penalty: 5763.200195
	Iteration 38Q: 3 clusters Score -8862899 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23094 members 
Mstep: Class 2 contains 88136 members 
Entering Unmasked Estep 
Score: -8862905.000000 Penalty: 5763.200195
	Iteration 39Q: 3 clusters Score -8862905 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23053 members 
Mstep: Class 2 contains 88177 members 
Entering Unmasked Estep 
Score: -8862905.000000 Penalty: 5763.200195
	Iteration 40F: 3 clusters Score -8862905 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23017 members 
Mstep: Class 2 contains 88213 members 
Entering Unmasked Estep 
Score: -8862909.000000 Penalty: 5763.200195
	Iteration 41Q: 3 clusters Score -8862909 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22971 members 
Mstep: Class 2 contains 88259 members 
Entering Unmasked Estep 
Score: -8862909.000000 Penalty: 5763.200195
	Iteration 42Q: 3 clusters Score -8862909 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22932 members 
Mstep: Class 2 contains 88298 members 
Entering Unmasked Estep 
Score: -8862906.000000 Penalty: 5763.200195
	Iteration 43Q: 3 clusters Score -8862906 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22895 members 
Mstep: Class 2 contains 88335 members 
Entering Unmasked Estep 
Score: -8862893.000000 Penalty: 5763.200195
	Iteration 44Q: 3 clusters Score -8862893 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22854 members 
Mstep: Class 2 contains 88376 members 
Entering Unmasked Estep 
Score: -8862912.000000 Penalty: 5763.200195
	Iteration 45Q: 3 clusters Score -8862912 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22816 members 
Mstep: Class 2 contains 88414 members 
Entering Unmasked Estep 
Score: -8862920.000000 Penalty: 5763.200195
	Iteration 46Q: 3 clusters Score -8862920 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22778 members 
Mstep: Class 2 contains 88452 members 
Entering Unmasked Estep 
Score: -8862921.000000 Penalty: 5763.200195
	Iteration 47Q: 3 clusters Score -8862921 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22734 members 
Mstep: Class 2 contains 88496 members 
Entering Unmasked Estep 
Score: -8862929.000000 Penalty: 5763.200195
	Iteration 48Q: 3 clusters Score -8862929 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22691 members 
Mstep: Class 2 contains 88539 members 
Entering Unmasked Estep 
Score: -8862915.000000 Penalty: 5763.200195
	Iteration 49Q: 3 clusters Score -8862915 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22647 members 
Mstep: Class 2 contains 88583 members 
Entering Unmasked Estep 
Score: -8862911.000000 Penalty: 5763.200195
	Iteration 50Q: 3 clusters Score -8862911 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22601 members 
Mstep: Class 2 contains 88629 members 
Entering Unmasked Estep 
Score: -8862914.000000 Penalty: 5763.200195
	Iteration 51Q: 3 clusters Score -8862914 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22549 members 
Mstep: Class 2 contains 88681 members 
Entering Unmasked Estep 
Score: -8862907.000000 Penalty: 5763.200195
	Iteration 52Q: 3 clusters Score -8862907 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22492 members 
Mstep: Class 2 contains 88738 members 
Entering Unmasked Estep 
Score: -8862908.000000 Penalty: 5763.200195
	Iteration 53Q: 3 clusters Score -8862908 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22438 members 
Mstep: Class 2 contains 88792 members 
Entering Unmasked Estep 
Score: -8862925.000000 Penalty: 5763.200195
	Iteration 54Q: 3 clusters Score -8862925 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22386 members 
Mstep: Class 2 contains 88844 members 
Entering Unmasked Estep 
Score: -8862911.000000 Penalty: 5763.200195
	Iteration 55Q: 3 clusters Score -8862911 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22329 members 
Mstep: Class 2 contains 88901 members 
Entering Unmasked Estep 
Score: -8862905.000000 Penalty: 5763.200195
	Iteration 56Q: 3 clusters Score -8862905 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22281 members 
Mstep: Class 2 contains 88949 members 
Entering Unmasked Estep 
Score: -8862917.000000 Penalty: 5763.200195
	Iteration 57Q: 3 clusters Score -8862917 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22234 members 
Mstep: Class 2 contains 88996 members 
Entering Unmasked Estep 
Score: -8862928.000000 Penalty: 5763.200195
	Iteration 58Q: 3 clusters Score -8862928 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22187 members 
Mstep: Class 2 contains 89043 members 
Entering Unmasked Estep 
Score: -8862925.000000 Penalty: 5763.200195
	Iteration 59Q: 3 clusters Score -8862925 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22135 members 
Mstep: Class 2 contains 89095 members 
Entering Unmasked Estep 
Score: -8862939.000000 Penalty: 5763.200195
	Iteration 60F: 3 clusters Score -8862939 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22093 members 
Mstep: Class 2 contains 89137 members 
Entering Unmasked Estep 
Score: -8862934.000000 Penalty: 5763.200195
	Iteration 61Q: 3 clusters Score -8862934 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22054 members 
Mstep: Class 2 contains 89176 members 
Entering Unmasked Estep 
Score: -8862920.000000 Penalty: 5763.200195
	Iteration 62Q: 3 clusters Score -8862920 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22028 members 
Mstep: Class 2 contains 89202 members 
Entering Unmasked Estep 
Score: -8862925.000000 Penalty: 5763.200195
	Iteration 63Q: 3 clusters Score -8862925 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21999 members 
Mstep: Class 2 contains 89231 members 
Entering Unmasked Estep 
Score: -8862936.000000 Penalty: 5763.200195
	Iteration 64Q: 3 clusters Score -8862936 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21975 members 
Mstep: Class 2 contains 89255 members 
Entering Unmasked Estep 
Score: -8862945.000000 Penalty: 5763.200195
	Iteration 65Q: 3 clusters Score -8862945 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21940 members 
Mstep: Class 2 contains 89290 members 
Entering Unmasked Estep 
Score: -8862956.000000 Penalty: 5763.200195
	Iteration 66Q: 3 clusters Score -8862956 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21911 members 
Mstep: Class 2 contains 89319 members 
Entering Unmasked Estep 
Score: -8862952.000000 Penalty: 5763.200195
	Iteration 67Q: 3 clusters Score -8862952 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21883 members 
Mstep: Class 2 contains 89347 members 
Entering Unmasked Estep 
Score: -8862956.000000 Penalty: 5763.200195
	Iteration 68Q: 3 clusters Score -8862956 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21857 members 
Mstep: Class 2 contains 89373 members 
Entering Unmasked Estep 
Score: -8862960.000000 Penalty: 5763.200195
	Iteration 69Q: 3 clusters Score -8862960 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21828 members 
Mstep: Class 2 contains 89402 members 
Entering Unmasked Estep 
Score: -8862956.000000 Penalty: 5763.200195
	Iteration 70Q: 3 clusters Score -8862956 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21811 members 
Mstep: Class 2 contains 89419 members 
Entering Unmasked Estep 
Score: -8862944.000000 Penalty: 5763.200195
	Iteration 71Q: 3 clusters Score -8862944 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21792 members 
Mstep: Class 2 contains 89438 members 
Entering Unmasked Estep 
Score: -8862948.000000 Penalty: 5763.200195
	Iteration 72Q: 3 clusters Score -8862948 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21780 members 
Mstep: Class 2 contains 89450 members 
Entering Unmasked Estep 
Score: -8862954.000000 Penalty: 5763.200195
	Iteration 73Q: 3 clusters Score -8862954 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21773 members 
Mstep: Class 2 contains 89457 members 
Entering Unmasked Estep 
Score: -8862955.000000 Penalty: 5763.200195
	Iteration 74Q: 3 clusters Score -8862955 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21766 members 
Mstep: Class 2 contains 89464 members 
Entering Unmasked Estep 
Score: -8862964.000000 Penalty: 5763.200195
	Iteration 75Q: 3 clusters Score -8862964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21762 members 
Mstep: Class 2 contains 89468 members 
Entering Unmasked Estep 
Score: -8862964.000000 Penalty: 5763.200195
	Iteration 76Q: 3 clusters Score -8862964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21757 members 
Mstep: Class 2 contains 89473 members 
Entering Unmasked Estep 
Score: -8862959.000000 Penalty: 5763.200195
	Iteration 77Q: 3 clusters Score -8862959 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21754 members 
Mstep: Class 2 contains 89476 members 
Entering Unmasked Estep 
Score: -8862955.000000 Penalty: 5763.200195
	Iteration 78Q: 3 clusters Score -8862955 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21751 members 
Mstep: Class 2 contains 89479 members 
Entering Unmasked Estep 
Score: -8862954.000000 Penalty: 5763.200195
	Iteration 79Q: 3 clusters Score -8862954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21748 members 
Mstep: Class 2 contains 89482 members 
Entering Unmasked Estep 
Score: -8862958.000000 Penalty: 5763.200195
	Iteration 80F: 3 clusters Score -8862958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21746 members 
Mstep: Class 2 contains 89484 members 
Entering Unmasked Estep 
Score: -8862964.000000 Penalty: 5763.200195
	Iteration 81Q: 3 clusters Score -8862964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21743 members 
Mstep: Class 2 contains 89487 members 
Entering Unmasked Estep 
Score: -8862961.000000 Penalty: 5763.200195
	Iteration 82Q: 3 clusters Score -8862961 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21743 members 
Mstep: Class 2 contains 89487 members 
Entering Unmasked Estep 
Score: -8862961.000000 Penalty: 5763.200195
	Iteration 83F: 3 clusters Score -8862961 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (73228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73228 members 
Entering Unmasked Estep 
Score: -5907380.000000 Penalty: 2777.930664
	Iteration 0F: 2 clusters Score -5907380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36647 members 
Mstep: Class 2 contains 36581 members 
Entering Unmasked Estep 
Score: -5858328.000000 Penalty: 5555.861328
	Iteration 0F: 3 clusters Score -5858328 nChanged 34367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36472 members 
Mstep: Class 2 contains 36756 members 
Entering Unmasked Estep 
Score: -5878339.500000 Penalty: 5555.861328
	Iteration 1F: 3 clusters Score -5878340 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36430 members 
Mstep: Class 2 contains 36798 members 
Entering Unmasked Estep 
Score: -5879837.500000 Penalty: 5555.861328
	Iteration 2Q: 3 clusters Score -5879838 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36187 members 
Mstep: Class 2 contains 37041 members 
Entering Unmasked Estep 
Score: -5881775.500000 Penalty: 5555.861328
	Iteration 3F: 3 clusters Score -5881776 nChanged 4151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35716 members 
Mstep: Class 2 contains 37512 members 
Entering Unmasked Estep 
Score: -5884360.000000 Penalty: 5555.861328
	Iteration 4F: 3 clusters Score -5884360 nChanged 4751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35049 members 
Mstep: Class 2 contains 38179 members 
Entering Unmasked Estep 
Score: -5887549.500000 Penalty: 5555.861328
	Iteration 5F: 3 clusters Score -5887550 nChanged 4902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34235 members 
Mstep: Class 2 contains 38993 members 
Entering Unmasked Estep 
Score: -5891140.500000 Penalty: 5555.861328
	Iteration 6F: 3 clusters Score -5891140 nChanged 4788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33485 members 
Mstep: Class 2 contains 39743 members 
Entering Unmasked Estep 
Score: -5894442.500000 Penalty: 5555.861328
	Iteration 7F: 3 clusters Score -5894442 nChanged 4031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32932 members 
Mstep: Class 2 contains 40296 members 
Entering Unmasked Estep 
Score: -5896690.000000 Penalty: 5555.861328
	Iteration 8F: 3 clusters Score -5896690 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32549 members 
Mstep: Class 2 contains 40679 members 
Entering Unmasked Estep 
Score: -5897882.000000 Penalty: 5555.861328
	Iteration 9Q: 3 clusters Score -5897882 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32227 members 
Mstep: Class 2 contains 41001 members 
Entering Unmasked Estep 
Score: -5898412.000000 Penalty: 5555.861328
	Iteration 10Q: 3 clusters Score -5898412 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31923 members 
Mstep: Class 2 contains 41305 members 
Entering Unmasked Estep 
Score: -5898699.000000 Penalty: 5555.861328
	Iteration 11Q: 3 clusters Score -5898699 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31583 members 
Mstep: Class 2 contains 41645 members 
Entering Unmasked Estep 
Score: -5898887.500000 Penalty: 5555.861328
	Iteration 12Q: 3 clusters Score -5898888 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31208 members 
Mstep: Class 2 contains 42020 members 
Entering Unmasked Estep 
Score: -5899057.000000 Penalty: 5555.861328
	Iteration 13Q: 3 clusters Score -5899057 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30777 members 
Mstep: Class 2 contains 42451 members 
Entering Unmasked Estep 
Score: -5899265.500000 Penalty: 5555.861328
	Iteration 14Q: 3 clusters Score -5899266 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30347 members 
Mstep: Class 2 contains 42881 members 
Entering Unmasked Estep 
Score: -5899526.000000 Penalty: 5555.861328
	Iteration 15Q: 3 clusters Score -5899526 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29934 members 
Mstep: Class 2 contains 43294 members 
Entering Unmasked Estep 
Score: -5899786.500000 Penalty: 5555.861328
	Iteration 16Q: 3 clusters Score -5899786 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29504 members 
Mstep: Class 2 contains 43724 members 
Entering Unmasked Estep 
Score: -5900089.500000 Penalty: 5555.861328
	Iteration 17Q: 3 clusters Score -5900090 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29073 members 
Mstep: Class 2 contains 44155 members 
Entering Unmasked Estep 
Score: -5900461.500000 Penalty: 5555.861328
	Iteration 18Q: 3 clusters Score -5900462 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28594 members 
Mstep: Class 2 contains 44634 members 
Entering Unmasked Estep 
Score: -5900930.500000 Penalty: 5555.861328
	Iteration 19Q: 3 clusters Score -5900930 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28119 members 
Mstep: Class 2 contains 45109 members 
Entering Unmasked Estep 
Score: -5901487.000000 Penalty: 5555.861328
	Iteration 20F: 3 clusters Score -5901487 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27673 members 
Mstep: Class 2 contains 45555 members 
Entering Unmasked Estep 
Score: -5902034.500000 Penalty: 5555.861328
	Iteration 21Q: 3 clusters Score -5902034 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27320 members 
Mstep: Class 2 contains 45908 members 
Entering Unmasked Estep 
Score: -5902625.500000 Penalty: 5555.861328
	Iteration 22Q: 3 clusters Score -5902626 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26989 members 
Mstep: Class 2 contains 46239 members 
Entering Unmasked Estep 
Score: -5903266.500000 Penalty: 5555.861328
	Iteration 23Q: 3 clusters Score -5903266 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26730 members 
Mstep: Class 2 contains 46498 members 
Entering Unmasked Estep 
Score: -5903865.000000 Penalty: 5555.861328
	Iteration 24Q: 3 clusters Score -5903865 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26528 members 
Mstep: Class 2 contains 46700 members 
Entering Unmasked Estep 
Score: -5904348.500000 Penalty: 5555.861328
	Iteration 25Q: 3 clusters Score -5904348 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26410 members 
Mstep: Class 2 contains 46818 members 
Entering Unmasked Estep 
Score: -5904756.000000 Penalty: 5555.861328
	Iteration 26Q: 3 clusters Score -5904756 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26328 members 
Mstep: Class 2 contains 46900 members 
Entering Unmasked Estep 
Score: -5905095.000000 Penalty: 5555.861328
	Iteration 27Q: 3 clusters Score -5905095 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26233 members 
Mstep: Class 2 contains 46995 members 
Entering Unmasked Estep 
Score: -5905345.500000 Penalty: 5555.861328
	Iteration 28Q: 3 clusters Score -5905346 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26182 members 
Mstep: Class 2 contains 47046 members 
Entering Unmasked Estep 
Score: -5905504.500000 Penalty: 5555.861328
	Iteration 29Q: 3 clusters Score -5905504 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26160 members 
Mstep: Class 2 contains 47068 members 
Entering Unmasked Estep 
Score: -5905641.500000 Penalty: 5555.861328
	Iteration 30Q: 3 clusters Score -5905642 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26108 members 
Mstep: Class 2 contains 47120 members 
Entering Unmasked Estep 
Score: -5905707.500000 Penalty: 5555.861328
	Iteration 31Q: 3 clusters Score -5905708 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26079 members 
Mstep: Class 2 contains 47149 members 
Entering Unmasked Estep 
Score: -5905785.000000 Penalty: 5555.861328
	Iteration 32Q: 3 clusters Score -5905785 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26047 members 
Mstep: Class 2 contains 47181 members 
Entering Unmasked Estep 
Score: -5905857.000000 Penalty: 5555.861328
	Iteration 33Q: 3 clusters Score -5905857 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26027 members 
Mstep: Class 2 contains 47201 members 
Entering Unmasked Estep 
Score: -5905889.000000 Penalty: 5555.861328
	Iteration 34Q: 3 clusters Score -5905889 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26003 members 
Mstep: Class 2 contains 47225 members 
Entering Unmasked Estep 
Score: -5905914.500000 Penalty: 5555.861328
	Iteration 35Q: 3 clusters Score -5905914 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25981 members 
Mstep: Class 2 contains 47247 members 
Entering Unmasked Estep 
Score: -5905953.000000 Penalty: 5555.861328
	Iteration 36Q: 3 clusters Score -5905953 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25965 members 
Mstep: Class 2 contains 47263 members 
Entering Unmasked Estep 
Score: -5905960.500000 Penalty: 5555.861328
	Iteration 37Q: 3 clusters Score -5905960 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25951 members 
Mstep: Class 2 contains 47277 members 
Entering Unmasked Estep 
Score: -5905995.000000 Penalty: 5555.861328
	Iteration 38Q: 3 clusters Score -5905995 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25930 members 
Mstep: Class 2 contains 47298 members 
Entering Unmasked Estep 
Score: -5906015.500000 Penalty: 5555.861328
	Iteration 39Q: 3 clusters Score -5906016 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25922 members 
Mstep: Class 2 contains 47306 members 
Entering Unmasked Estep 
Score: -5906035.000000 Penalty: 5555.861328
	Iteration 40F: 3 clusters Score -5906035 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25906 members 
Mstep: Class 2 contains 47322 members 
Entering Unmasked Estep 
Score: -5906033.500000 Penalty: 5555.861328
	Iteration 41Q: 3 clusters Score -5906034 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25891 members 
Mstep: Class 2 contains 47337 members 
Entering Unmasked Estep 
Score: -5906028.500000 Penalty: 5555.861328
	Iteration 42Q: 3 clusters Score -5906028 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25879 members 
Mstep: Class 2 contains 47349 members 
Entering Unmasked Estep 
Score: -5906039.500000 Penalty: 5555.861328
	Iteration 43Q: 3 clusters Score -5906040 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25844 members 
Mstep: Class 2 contains 47384 members 
Entering Unmasked Estep 
Score: -5906023.000000 Penalty: 5555.861328
	Iteration 44Q: 3 clusters Score -5906023 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25825 members 
Mstep: Class 2 contains 47403 members 
Entering Unmasked Estep 
Score: -5906027.000000 Penalty: 5555.861328
	Iteration 45Q: 3 clusters Score -5906027 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25818 members 
Mstep: Class 2 contains 47410 members 
Entering Unmasked Estep 
Score: -5906031.000000 Penalty: 5555.861328
	Iteration 46Q: 3 clusters Score -5906031 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25808 members 
Mstep: Class 2 contains 47420 members 
Entering Unmasked Estep 
Score: -5906045.000000 Penalty: 5555.861328
	Iteration 47Q: 3 clusters Score -5906045 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25800 members 
Mstep: Class 2 contains 47428 members 
Entering Unmasked Estep 
Score: -5906042.500000 Penalty: 5555.861328
	Iteration 48Q: 3 clusters Score -5906042 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25783 members 
Mstep: Class 2 contains 47445 members 
Entering Unmasked Estep 
Score: -5906045.500000 Penalty: 5555.861328
	Iteration 49Q: 3 clusters Score -5906046 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25766 members 
Mstep: Class 2 contains 47462 members 
Entering Unmasked Estep 
Score: -5906025.000000 Penalty: 5555.861328
	Iteration 50Q: 3 clusters Score -5906025 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25754 members 
Mstep: Class 2 contains 47474 members 
Entering Unmasked Estep 
Score: -5906030.000000 Penalty: 5555.861328
	Iteration 51Q: 3 clusters Score -5906030 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25741 members 
Mstep: Class 2 contains 47487 members 
Entering Unmasked Estep 
Score: -5906033.500000 Penalty: 5555.861328
	Iteration 52Q: 3 clusters Score -5906034 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25737 members 
Mstep: Class 2 contains 47491 members 
Entering Unmasked Estep 
Score: -5906024.000000 Penalty: 5555.861328
	Iteration 53Q: 3 clusters Score -5906024 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25740 members 
Mstep: Class 2 contains 47488 members 
Entering Unmasked Estep 
Score: -5906023.000000 Penalty: 5555.861328
	Iteration 54Q: 3 clusters Score -5906023 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25738 members 
Mstep: Class 2 contains 47490 members 
Entering Unmasked Estep 
Score: -5906021.500000 Penalty: 5555.861328
	Iteration 55Q: 3 clusters Score -5906022 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25736 members 
Mstep: Class 2 contains 47492 members 
Entering Unmasked Estep 
Score: -5906040.500000 Penalty: 5555.861328
	Iteration 56Q: 3 clusters Score -5906040 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25736 members 
Mstep: Class 2 contains 47492 members 
Entering Unmasked Estep 
Score: -5906054.000000 Penalty: 5555.861328
	Iteration 57Q: 3 clusters Score -5906054 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25747 members 
Mstep: Class 2 contains 47481 members 
Entering Unmasked Estep 
Score: -5906053.000000 Penalty: 5555.861328
	Iteration 58Q: 3 clusters Score -5906053 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25747 members 
Mstep: Class 2 contains 47481 members 
Entering Unmasked Estep 
Score: -5906052.000000 Penalty: 5555.861328
	Iteration 59Q: 3 clusters Score -5906052 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25743 members 
Mstep: Class 2 contains 47485 members 
Entering Unmasked Estep 
Score: -5906045.500000 Penalty: 5555.861328
	Iteration 60F: 3 clusters Score -5906046 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25744 members 
Mstep: Class 2 contains 47484 members 
Entering Unmasked Estep 
Score: -5906040.000000 Penalty: 5555.861328
	Iteration 61Q: 3 clusters Score -5906040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25740 members 
Mstep: Class 2 contains 47488 members 
Entering Unmasked Estep 
Score: -5906041.000000 Penalty: 5555.861328
	Iteration 62Q: 3 clusters Score -5906041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25738 members 
Mstep: Class 2 contains 47490 members 
Entering Unmasked Estep 
Score: -5906040.000000 Penalty: 5555.861328
	Iteration 63Q: 3 clusters Score -5906040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25736 members 
Mstep: Class 2 contains 47492 members 
Entering Unmasked Estep 
Score: -5906040.500000 Penalty: 5555.861328
	Iteration 64Q: 3 clusters Score -5906040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25737 members 
Mstep: Class 2 contains 47491 members 
Entering Unmasked Estep 
Score: -5906044.000000 Penalty: 5555.861328
	Iteration 65Q: 3 clusters Score -5906044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25737 members 
Mstep: Class 2 contains 47491 members 
Entering Unmasked Estep 
Score: -5906045.500000 Penalty: 5555.861328
	Iteration 66Q: 3 clusters Score -5906046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25738 members 
Mstep: Class 2 contains 47490 members 
Entering Unmasked Estep 
Score: -5906047.500000 Penalty: 5555.861328
	Iteration 67Q: 3 clusters Score -5906048 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25740 members 
Mstep: Class 2 contains 47488 members 
Entering Unmasked Estep 
Score: -5906045.500000 Penalty: 5555.861328
	Iteration 68Q: 3 clusters Score -5906046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25741 members 
Mstep: Class 2 contains 47487 members 
Entering Unmasked Estep 
Score: -5906056.000000 Penalty: 5555.861328
	Iteration 69Q: 3 clusters Score -5906056 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25741 members 
Mstep: Class 2 contains 47487 members 
Entering Unmasked Estep 
Score: -5906059.500000 Penalty: 5555.861328
	Iteration 70Q: 3 clusters Score -5906060 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25740 members 
Mstep: Class 2 contains 47488 members 
Entering Unmasked Estep 
Score: -5906056.000000 Penalty: 5555.861328
	Iteration 71Q: 3 clusters Score -5906056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25733 members 
Mstep: Class 2 contains 47495 members 
Entering Unmasked Estep 
Score: -5906053.000000 Penalty: 5555.861328
	Iteration 72Q: 3 clusters Score -5906053 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25733 members 
Mstep: Class 2 contains 47495 members 
Entering Unmasked Estep 
Score: -5906045.500000 Penalty: 5555.861328
	Iteration 73Q: 3 clusters Score -5906046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25729 members 
Mstep: Class 2 contains 47499 members 
Entering Unmasked Estep 
Score: -5906056.000000 Penalty: 5555.861328
	Iteration 74Q: 3 clusters Score -5906056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25730 members 
Mstep: Class 2 contains 47498 members 
Entering Unmasked Estep 
Score: -5906054.500000 Penalty: 5555.861328
	Iteration 75Q: 3 clusters Score -5906054 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25726 members 
Mstep: Class 2 contains 47502 members 
Entering Unmasked Estep 
Score: -5906055.500000 Penalty: 5555.861328
	Iteration 76Q: 3 clusters Score -5906056 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25727 members 
Mstep: Class 2 contains 47501 members 
Entering Unmasked Estep 
Score: -5906051.500000 Penalty: 5555.861328
	Iteration 77Q: 3 clusters Score -5906052 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25730 members 
Mstep: Class 2 contains 47498 members 
Entering Unmasked Estep 
Score: -5906045.000000 Penalty: 5555.861328
	Iteration 78Q: 3 clusters Score -5906045 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25732 members 
Mstep: Class 2 contains 47496 members 
Entering Unmasked Estep 
Score: -5906048.000000 Penalty: 5555.861328
	Iteration 79Q: 3 clusters Score -5906048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25735 members 
Mstep: Class 2 contains 47493 members 
Entering Unmasked Estep 
Score: -5906047.500000 Penalty: 5555.861328
	Iteration 80F: 3 clusters Score -5906048 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25740 members 
Mstep: Class 2 contains 47488 members 
Entering Unmasked Estep 
Score: -5906046.500000 Penalty: 5555.861328
	Iteration 81Q: 3 clusters Score -5906046 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25746 members 
Mstep: Class 2 contains 47482 members 
Entering Unmasked Estep 
Score: -5906049.000000 Penalty: 5555.861328
	Iteration 82Q: 3 clusters Score -5906049 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25745 members 
Mstep: Class 2 contains 47483 members 
Entering Unmasked Estep 
Score: -5906045.000000 Penalty: 5555.861328
	Iteration 83Q: 3 clusters Score -5906045 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25743 members 
Mstep: Class 2 contains 47485 members 
Entering Unmasked Estep 
Score: -5906044.500000 Penalty: 5555.861328
	Iteration 84Q: 3 clusters Score -5906044 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25742 members 
Mstep: Class 2 contains 47486 members 
Entering Unmasked Estep 
Score: -5906043.000000 Penalty: 5555.861328
	Iteration 85Q: 3 clusters Score -5906043 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25742 members 
Mstep: Class 2 contains 47486 members 
Entering Unmasked Estep 
Score: -5906049.500000 Penalty: 5555.861328
	Iteration 86Q: 3 clusters Score -5906050 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25744 members 
Mstep: Class 2 contains 47484 members 
Entering Unmasked Estep 
Score: -5906054.000000 Penalty: 5555.861328
	Iteration 87Q: 3 clusters Score -5906054 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25746 members 
Mstep: Class 2 contains 47482 members 
Entering Unmasked Estep 
Score: -5906060.000000 Penalty: 5555.861328
	Iteration 88Q: 3 clusters Score -5906060 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25740 members 
Mstep: Class 2 contains 47488 members 
Entering Unmasked Estep 
Score: -5906058.500000 Penalty: 5555.861328
	Iteration 89Q: 3 clusters Score -5906058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25734 members 
Mstep: Class 2 contains 47494 members 
Entering Unmasked Estep 
Score: -5906057.000000 Penalty: 5555.861328
	Iteration 90Q: 3 clusters Score -5906057 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25730 members 
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Entering Unmasked Estep 
Score: -5906049.500000 Penalty: 5555.861328
	Iteration 91Q: 3 clusters Score -5906050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25729 members 
Mstep: Class 2 contains 47499 members 
Entering Unmasked Estep 
Score: -5906047.000000 Penalty: 5555.861328
	Iteration 92Q: 3 clusters Score -5906047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25731 members 
Mstep: Class 2 contains 47497 members 
Entering Unmasked Estep 
Score: -5906052.500000 Penalty: 5555.861328
	Iteration 93Q: 3 clusters Score -5906052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25732 members 
Mstep: Class 2 contains 47496 members 
Entering Unmasked Estep 
Score: -5906053.500000 Penalty: 5555.861328
	Iteration 94Q: 3 clusters Score -5906054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25732 members 
Mstep: Class 2 contains 47496 members 
Entering Unmasked Estep 
Score: -5906053.500000 Penalty: 5555.861328
	Iteration 95F: 3 clusters Score -5906054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (89010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89010 members 
Entering Unmasked Estep 
Score: -7198634.000000 Penalty: 2826.333008
	Iteration 0F: 2 clusters Score -7198634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44573 members 
Mstep: Class 2 contains 44437 members 
Entering Unmasked Estep 
Score: -7138916.500000 Penalty: 5652.666016
	Iteration 0F: 3 clusters Score -7138916 nChanged 42105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45248 members 
Mstep: Class 2 contains 43762 members 
Entering Unmasked Estep 
Score: -7162748.000000 Penalty: 5652.666016
	Iteration 1F: 3 clusters Score -7162748 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45821 members 
Mstep: Class 2 contains 43189 members 
Entering Unmasked Estep 
Score: -7163315.000000 Penalty: 5652.666016
	Iteration 2Q: 3 clusters Score -7163315 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46684 members 
Mstep: Class 2 contains 42326 members 
Entering Unmasked Estep 
Score: -7163864.500000 Penalty: 5652.666016
	Iteration 3Q: 3 clusters Score -7163864 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47926 members 
Mstep: Class 2 contains 41084 members 
Entering Unmasked Estep 
Score: -7164610.000000 Penalty: 5652.666016
	Iteration 4Q: 3 clusters Score -7164610 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49770 members 
Mstep: Class 2 contains 39240 members 
Entering Unmasked Estep 
Score: -7165426.500000 Penalty: 5652.666016
	Iteration 5Q: 3 clusters Score -7165426 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52539 members 
Mstep: Class 2 contains 36471 members 
Entering Unmasked Estep 
Score: -7166628.500000 Penalty: 5652.666016
	Iteration 6Q: 3 clusters Score -7166628 nChanged 4370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56465 members 
Mstep: Class 2 contains 32545 members 
Entering Unmasked Estep 
Score: -7168590.000000 Penalty: 5652.666016
	Iteration 7Q: 3 clusters Score -7168590 nChanged 5647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61878 members 
Mstep: Class 2 contains 27132 members 
Entering Unmasked Estep 
Score: -7172100.000000 Penalty: 5652.666016
	Iteration 8F: 3 clusters Score -7172100 nChanged 6886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68666 members 
Mstep: Class 2 contains 20344 members 
Entering Unmasked Estep 
Score: -7177464.000000 Penalty: 5652.666016
	Iteration 9F: 3 clusters Score -7177464 nChanged 7208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75846 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -7183876.000000 Penalty: 5652.666016
	Iteration 10F: 3 clusters Score -7183876 nChanged 5985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81825 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -7189617.000000 Penalty: 5652.666016
	Iteration 11F: 3 clusters Score -7189617 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85573 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -7193193.500000 Penalty: 5652.666016
	Iteration 12Q: 3 clusters Score -7193194 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87400 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -7194861.000000 Penalty: 5652.666016
	Iteration 13Q: 3 clusters Score -7194861 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88183 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -7195547.000000 Penalty: 5652.666016
	Iteration 14Q: 3 clusters Score -7195547 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88477 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -7195828.500000 Penalty: 5652.666016
	Iteration 15Q: 3 clusters Score -7195828 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88610 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -7195974.000000 Penalty: 5652.666016
	Iteration 16Q: 3 clusters Score -7195974 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88663 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -7196041.500000 Penalty: 5652.666016
	Iteration 17Q: 3 clusters Score -7196042 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88691 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -7196065.500000 Penalty: 5652.666016
	Iteration 18Q: 3 clusters Score -7196066 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88705 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -7196089.000000 Penalty: 5652.666016
	Iteration 19Q: 3 clusters Score -7196089 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88719 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -7196102.500000 Penalty: 5652.666016
	Iteration 20F: 3 clusters Score -7196102 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88729 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -7196116.000000 Penalty: 5652.666016
	Iteration 21Q: 3 clusters Score -7196116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88731 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -7196128.000000 Penalty: 5652.666016
	Iteration 22Q: 3 clusters Score -7196128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88736 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -7196142.000000 Penalty: 5652.666016
	Iteration 23Q: 3 clusters Score -7196142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88734 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -7196136.500000 Penalty: 5652.666016
	Iteration 24Q: 3 clusters Score -7196136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88734 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -7196136.500000 Penalty: 5652.666016
	Iteration 25F: 3 clusters Score -7196136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -142464.531250 Penalty: 1901.339233
	Iteration 0F: 2 clusters Score -142464.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -139756.531250 Penalty: 3802.678467
	Iteration 0F: 3 clusters Score -139756.5 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -140341.046875 Penalty: 3802.678467
	Iteration 1F: 3 clusters Score -140341 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -140523.750000 Penalty: 3802.678467
	Iteration 2F: 3 clusters Score -140523.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -140647.093750 Penalty: 3802.678467
	Iteration 3F: 3 clusters Score -140647.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -140730.609375 Penalty: 3802.678467
	Iteration 4Q: 3 clusters Score -140730.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -140808.843750 Penalty: 3802.678467
	Iteration 5Q: 3 clusters Score -140808.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -140877.031250 Penalty: 3802.678467
	Iteration 6Q: 3 clusters Score -140877 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -140944.234375 Penalty: 3802.678467
	Iteration 7Q: 3 clusters Score -140944.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -140984.578125 Penalty: 3802.678467
	Iteration 8Q: 3 clusters Score -140984.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -141024.218750 Penalty: 3802.678467
	Iteration 9Q: 3 clusters Score -141024.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -141060.984375 Penalty: 3802.678467
	Iteration 10Q: 3 clusters Score -141061 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -141110.218750 Penalty: 3802.678467
	Iteration 11Q: 3 clusters Score -141110.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -141149.343750 Penalty: 3802.678467
	Iteration 12Q: 3 clusters Score -141149.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -141186.781250 Penalty: 3802.678467
	Iteration 13Q: 3 clusters Score -141186.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -141222.703125 Penalty: 3802.678467
	Iteration 14Q: 3 clusters Score -141222.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -141252.343750 Penalty: 3802.678467
	Iteration 15Q: 3 clusters Score -141252.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -141274.015625 Penalty: 3802.678467
	Iteration 16Q: 3 clusters Score -141274 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -141303.015625 Penalty: 3802.678467
	Iteration 17Q: 3 clusters Score -141303 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -141327.328125 Penalty: 3802.678467
	Iteration 18Q: 3 clusters Score -141327.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -141343.750000 Penalty: 3802.678467
	Iteration 19Q: 3 clusters Score -141343.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -141356.062500 Penalty: 3802.678467
	Iteration 20F: 3 clusters Score -141356.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -141367.953125 Penalty: 3802.678467
	Iteration 21Q: 3 clusters Score -141368 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -141390.734375 Penalty: 3802.678467
	Iteration 22Q: 3 clusters Score -141390.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -141417.046875 Penalty: 3802.678467
	Iteration 23Q: 3 clusters Score -141417 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -141443.718750 Penalty: 3802.678467
	Iteration 24Q: 3 clusters Score -141443.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -141480.906250 Penalty: 3802.678467
	Iteration 25Q: 3 clusters Score -141480.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -141514.562500 Penalty: 3802.678467
	Iteration 26Q: 3 clusters Score -141514.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -141549.218750 Penalty: 3802.678467
	Iteration 27Q: 3 clusters Score -141549.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -141575.859375 Penalty: 3802.678467
	Iteration 28Q: 3 clusters Score -141575.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -141591.062500 Penalty: 3802.678467
	Iteration 29Q: 3 clusters Score -141591.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -141610.140625 Penalty: 3802.678467
	Iteration 30Q: 3 clusters Score -141610.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -141638.171875 Penalty: 3802.678467
	Iteration 31Q: 3 clusters Score -141638.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -141653.562500 Penalty: 3802.678467
	Iteration 32Q: 3 clusters Score -141653.6 nChanged 18
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: -141672.093750 Penalty: 3802.678467
	Iteration 33Q: 3 clusters Score -141672.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -141698.156250 Penalty: 3802.678467
	Iteration 34Q: 3 clusters Score -141698.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -141718.031250 Penalty: 3802.678467
	Iteration 35Q: 3 clusters Score -141718 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -141734.171875 Penalty: 3802.678467
	Iteration 36Q: 3 clusters Score -141734.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -141744.093750 Penalty: 3802.678467
	Iteration 37Q: 3 clusters Score -141744.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -141763.921875 Penalty: 3802.678467
	Iteration 38Q: 3 clusters Score -141763.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -141778.437500 Penalty: 3802.678467
	Iteration 39Q: 3 clusters Score -141778.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -141785.093750 Penalty: 3802.678467
	Iteration 40F: 3 clusters Score -141785.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -141786.515625 Penalty: 3802.678467
	Iteration 41Q: 3 clusters Score -141786.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -141786.640625 Penalty: 3802.678467
	Iteration 42Q: 3 clusters Score -141786.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -141786.640625 Penalty: 3802.678467
	Iteration 43F: 3 clusters Score -141786.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (27470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27470 members 
Entering Unmasked Estep 
Score: -2107938.250000 Penalty: 2534.770752
	Iteration 0F: 2 clusters Score -2107938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -2088972.000000 Penalty: 5069.541504
	Iteration 0F: 3 clusters Score -2088972 nChanged 12245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -2095744.000000 Penalty: 5069.541504
	Iteration 1F: 3 clusters Score -2095744 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -2096323.375000 Penalty: 5069.541504
	Iteration 2F: 3 clusters Score -2096323 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -2096915.875000 Penalty: 5069.541504
	Iteration 3F: 3 clusters Score -2096916 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -2097677.750000 Penalty: 5069.541504
	Iteration 4F: 3 clusters Score -2097678 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 16466 members 
Entering Unmasked Estep 
Score: -2098784.000000 Penalty: 5069.541504
	Iteration 5F: 3 clusters Score -2098784 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 17597 members 
Entering Unmasked Estep 
Score: -2100274.000000 Penalty: 5069.541504
	Iteration 6F: 3 clusters Score -2100274 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 18947 members 
Entering Unmasked Estep 
Score: -2101801.250000 Penalty: 5069.541504
	Iteration 7F: 3 clusters Score -2101801 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 20291 members 
Entering Unmasked Estep 
Score: -2103278.000000 Penalty: 5069.541504
	Iteration 8F: 3 clusters Score -2103278 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 21480 members 
Entering Unmasked Estep 
Score: -2104548.250000 Penalty: 5069.541504
	Iteration 9F: 3 clusters Score -2104548 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 22434 members 
Entering Unmasked Estep 
Score: -2105529.250000 Penalty: 5069.541504
	Iteration 10Q: 3 clusters Score -2105529 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 23127 members 
Entering Unmasked Estep 
Score: -2106270.500000 Penalty: 5069.541504
	Iteration 11Q: 3 clusters Score -2106270 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 23588 members 
Entering Unmasked Estep 
Score: -2106710.000000 Penalty: 5069.541504
	Iteration 12Q: 3 clusters Score -2106710 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 23909 members 
Entering Unmasked Estep 
Score: -2106929.750000 Penalty: 5069.541504
	Iteration 13Q: 3 clusters Score -2106930 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 24162 members 
Entering Unmasked Estep 
Score: -2107091.250000 Penalty: 5069.541504
	Iteration 14Q: 3 clusters Score -2107091 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 24367 members 
Entering Unmasked Estep 
Score: -2107208.750000 Penalty: 5069.541504
	Iteration 15Q: 3 clusters Score -2107209 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 24537 members 
Entering Unmasked Estep 
Score: -2107314.750000 Penalty: 5069.541504
	Iteration 16Q: 3 clusters Score -2107315 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 24688 members 
Entering Unmasked Estep 
Score: -2107424.000000 Penalty: 5069.541504
	Iteration 17Q: 3 clusters Score -2107424 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 24836 members 
Entering Unmasked Estep 
Score: -2107532.000000 Penalty: 5069.541504
	Iteration 18Q: 3 clusters Score -2107532 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 24963 members 
Entering Unmasked Estep 
Score: -2107616.500000 Penalty: 5069.541504
	Iteration 19Q: 3 clusters Score -2107616 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 25076 members 
Entering Unmasked Estep 
Score: -2107694.500000 Penalty: 5069.541504
	Iteration 20F: 3 clusters Score -2107694 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 25177 members 
Entering Unmasked Estep 
Score: -2107750.250000 Penalty: 5069.541504
	Iteration 21Q: 3 clusters Score -2107750 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 25271 members 
Entering Unmasked Estep 
Score: -2107808.000000 Penalty: 5069.541504
	Iteration 22Q: 3 clusters Score -2107808 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 25357 members 
Entering Unmasked Estep 
Score: -2107861.500000 Penalty: 5069.541504
	Iteration 23Q: 3 clusters Score -2107862 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 25429 members 
Entering Unmasked Estep 
Score: -2107916.500000 Penalty: 5069.541504
	Iteration 24Q: 3 clusters Score -2107916 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 25490 members 
Entering Unmasked Estep 
Score: -2107955.250000 Penalty: 5069.541504
	Iteration 25Q: 3 clusters Score -2107955 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 25533 members 
Entering Unmasked Estep 
Score: -2107974.500000 Penalty: 5069.541504
	Iteration 26Q: 3 clusters Score -2107974 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 25563 members 
Entering Unmasked Estep 
Score: -2107983.750000 Penalty: 5069.541504
	Iteration 27Q: 3 clusters Score -2107984 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 25586 members 
Entering Unmasked Estep 
Score: -2107993.500000 Penalty: 5069.541504
	Iteration 28Q: 3 clusters Score -2107994 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 25600 members 
Entering Unmasked Estep 
Score: -2107999.500000 Penalty: 5069.541504
	Iteration 29Q: 3 clusters Score -2108000 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 25624 members 
Entering Unmasked Estep 
Score: -2107998.750000 Penalty: 5069.541504
	Iteration 30Q: 3 clusters Score -2107999 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 25640 members 
Entering Unmasked Estep 
Score: -2108009.250000 Penalty: 5069.541504
	Iteration 31Q: 3 clusters Score -2108009 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 25654 members 
Entering Unmasked Estep 
Score: -2108010.250000 Penalty: 5069.541504
	Iteration 32Q: 3 clusters Score -2108010 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 25667 members 
Entering Unmasked Estep 
Score: -2108016.500000 Penalty: 5069.541504
	Iteration 33Q: 3 clusters Score -2108016 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 25679 members 
Entering Unmasked Estep 
Score: -2108016.000000 Penalty: 5069.541504
	Iteration 34Q: 3 clusters Score -2108016 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 25689 members 
Entering Unmasked Estep 
Score: -2108016.750000 Penalty: 5069.541504
	Iteration 35Q: 3 clusters Score -2108017 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 25698 members 
Entering Unmasked Estep 
Score: -2108026.250000 Penalty: 5069.541504
	Iteration 36Q: 3 clusters Score -2108026 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 25705 members 
Entering Unmasked Estep 
Score: -2108025.250000 Penalty: 5069.541504
	Iteration 37Q: 3 clusters Score -2108025 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 25715 members 
Entering Unmasked Estep 
Score: -2108029.000000 Penalty: 5069.541504
	Iteration 38Q: 3 clusters Score -2108029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 25719 members 
Entering Unmasked Estep 
Score: -2108032.750000 Penalty: 5069.541504
	Iteration 39Q: 3 clusters Score -2108033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 25721 members 
Entering Unmasked Estep 
Score: -2108032.750000 Penalty: 5069.541504
	Iteration 40F: 3 clusters Score -2108033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 25723 members 
Entering Unmasked Estep 
Score: -2108029.500000 Penalty: 5069.541504
	Iteration 41Q: 3 clusters Score -2108030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 25723 members 
Entering Unmasked Estep 
Score: -2108029.500000 Penalty: 5069.541504
	Iteration 42F: 3 clusters Score -2108030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 3093 members 
Mstep: Class 3 contains 85752 members 
Mstep: Class 4 contains 3543 members 
Mstep: Class 5 contains 375096 members 
Mstep: Class 6 contains 4469 members 
Mstep: Class 7 contains 6223 members 
Mstep: Class 8 contains 6829 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28312 members 
Mstep: Class 11 contains 219059 members 
Mstep: Class 12 contains 49160 members 
Mstep: Class 13 contains 154279 members 
Mstep: Class 14 contains 111230 members 
Mstep: Class 15 contains 73228 members 
Mstep: Class 16 contains 89010 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 1747 members 
Mstep: Class 19 contains 4563 members 
Mstep: Class 20 contains 8472 members 
Mstep: Class 21 contains 45388 members 
Mstep: Class 22 contains 28220 members 
Mstep: Class 23 contains 9055 members 
Mstep: Class 24 contains 7635 members 
Mstep: Class 25 contains 24408 members 
Mstep: Class 26 contains 15615 members 
Mstep: Class 27 contains 6078 members 
Mstep: Class 28 contains 7808 members 
Mstep: Class 29 contains 3651 members 
Mstep: Class 30 contains 10035 members 
Mstep: Class 31 contains 25381 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9578 members 
Mstep: Class 34 contains 25723 members 
Entering Unmasked Estep 
Score: -111976008.000000 Penalty: 119701.210938
Splitting cluster 18 changes total score from -111977032.000000 to -111976008.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (4563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Entering Unmasked Estep 
Score: -332937.468750 Penalty: 2089.582520
	Iteration 0F: 2 clusters Score -332937.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -328723.062500 Penalty: 4179.165039
	Iteration 0F: 3 clusters Score -328723.1 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -329795.375000 Penalty: 4179.165039
	Iteration 1F: 3 clusters Score -329795.4 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -330187.437500 Penalty: 4179.165039
	Iteration 2F: 3 clusters Score -330187.4 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -330674.750000 Penalty: 4179.165039
	Iteration 3F: 3 clusters Score -330674.8 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -331171.250000 Penalty: 4179.165039
	Iteration 4F: 3 clusters Score -331171.2 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -331614.437500 Penalty: 4179.165039
	Iteration 5F: 3 clusters Score -331614.4 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -331908.781250 Penalty: 4179.165039
	Iteration 6F: 3 clusters Score -331908.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -332062.843750 Penalty: 4179.165039
	Iteration 7Q: 3 clusters Score -332062.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -332140.531250 Penalty: 4179.165039
	Iteration 8Q: 3 clusters Score -332140.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -332181.625000 Penalty: 4179.165039
	Iteration 9Q: 3 clusters Score -332181.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -332210.531250 Penalty: 4179.165039
	Iteration 10Q: 3 clusters Score -332210.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -332228.875000 Penalty: 4179.165039
	Iteration 11Q: 3 clusters Score -332228.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -332243.250000 Penalty: 4179.165039
	Iteration 12Q: 3 clusters Score -332243.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -332251.375000 Penalty: 4179.165039
	Iteration 13Q: 3 clusters Score -332251.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -332255.843750 Penalty: 4179.165039
	Iteration 14Q: 3 clusters Score -332255.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -332261.187500 Penalty: 4179.165039
	Iteration 15Q: 3 clusters Score -332261.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -332264.437500 Penalty: 4179.165039
	Iteration 16Q: 3 clusters Score -332264.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -332270.125000 Penalty: 4179.165039
	Iteration 17Q: 3 clusters Score -332270.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -332270.750000 Penalty: 4179.165039
	Iteration 18Q: 3 clusters Score -332270.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -332273.781250 Penalty: 4179.165039
	Iteration 19Q: 3 clusters Score -332273.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -332276.656250 Penalty: 4179.165039
	Iteration 20F: 3 clusters Score -332276.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -332278.406250 Penalty: 4179.165039
	Iteration 21Q: 3 clusters Score -332278.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -332280.375000 Penalty: 4179.165039
	Iteration 22Q: 3 clusters Score -332280.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -332280.562500 Penalty: 4179.165039
	Iteration 23Q: 3 clusters Score -332280.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -332281.343750 Penalty: 4179.165039
	Iteration 24Q: 3 clusters Score -332281.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -332281.437500 Penalty: 4179.165039
	Iteration 25Q: 3 clusters Score -332281.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -332281.437500 Penalty: 4179.165039
	Iteration 26F: 3 clusters Score -332281.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Entering Unmasked Estep 
Score: -652847.250000 Penalty: 2243.041504
	Iteration 0F: 2 clusters Score -652847.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -646103.250000 Penalty: 4486.083008
	Iteration 0F: 3 clusters Score -646103.2 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -648039.000000 Penalty: 4486.083008
	Iteration 1F: 3 clusters Score -648039 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -648404.750000 Penalty: 4486.083008
	Iteration 2F: 3 clusters Score -648404.8 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -648751.437500 Penalty: 4486.083008
	Iteration 3F: 3 clusters Score -648751.4 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -649117.937500 Penalty: 4486.083008
	Iteration 4F: 3 clusters Score -649117.9 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -649529.375000 Penalty: 4486.083008
	Iteration 5F: 3 clusters Score -649529.4 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -649930.812500 Penalty: 4486.083008
	Iteration 6F: 3 clusters Score -649930.8 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -650285.625000 Penalty: 4486.083008
	Iteration 7F: 3 clusters Score -650285.6 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -650555.125000 Penalty: 4486.083008
	Iteration 8Q: 3 clusters Score -650555.1 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -650811.062500 Penalty: 4486.083008
	Iteration 9Q: 3 clusters Score -650811.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -650994.812500 Penalty: 4486.083008
	Iteration 10Q: 3 clusters Score -650994.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -651151.187500 Penalty: 4486.083008
	Iteration 11Q: 3 clusters Score -651151.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -651316.875000 Penalty: 4486.083008
	Iteration 12Q: 3 clusters Score -651316.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -651527.750000 Penalty: 4486.083008
	Iteration 13Q: 3 clusters Score -651527.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -651779.875000 Penalty: 4486.083008
	Iteration 14Q: 3 clusters Score -651779.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -651960.375000 Penalty: 4486.083008
	Iteration 15Q: 3 clusters Score -651960.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -652054.625000 Penalty: 4486.083008
	Iteration 16Q: 3 clusters Score -652054.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -652097.500000 Penalty: 4486.083008
	Iteration 17Q: 3 clusters Score -652097.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -652114.750000 Penalty: 4486.083008
	Iteration 18Q: 3 clusters Score -652114.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -652127.187500 Penalty: 4486.083008
	Iteration 19Q: 3 clusters Score -652127.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -652137.125000 Penalty: 4486.083008
	Iteration 20F: 3 clusters Score -652137.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -652140.750000 Penalty: 4486.083008
	Iteration 21Q: 3 clusters Score -652140.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -652146.812500 Penalty: 4486.083008
	Iteration 22Q: 3 clusters Score -652146.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -652149.500000 Penalty: 4486.083008
	Iteration 23Q: 3 clusters Score -652149.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -652150.812500 Penalty: 4486.083008
	Iteration 24Q: 3 clusters Score -652150.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -652151.000000 Penalty: 4486.083008
	Iteration 25Q: 3 clusters Score -652151 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -652151.687500 Penalty: 4486.083008
	Iteration 26Q: 3 clusters Score -652151.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -652151.812500 Penalty: 4486.083008
	Iteration 27Q: 3 clusters Score -652151.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -652152.937500 Penalty: 4486.083008
	Iteration 28Q: 3 clusters Score -652152.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -652153.500000 Penalty: 4486.083008
	Iteration 29Q: 3 clusters Score -652153.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -652153.250000 Penalty: 4486.083008
	Iteration 30Q: 3 clusters Score -652153.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -652154.937500 Penalty: 4486.083008
	Iteration 31Q: 3 clusters Score -652154.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -652153.687500 Penalty: 4486.083008
	Iteration 32Q: 3 clusters Score -652153.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -652153.875000 Penalty: 4486.083008
	Iteration 33Q: 3 clusters Score -652153.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -652154.250000 Penalty: 4486.083008
	Iteration 34Q: 3 clusters Score -652154.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -652154.250000 Penalty: 4486.083008
	Iteration 35F: 3 clusters Score -652154.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (45388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45388 members 
Entering Unmasked Estep 
Score: -3558979.500000 Penalty: 2659.304932
	Iteration 0F: 2 clusters Score -3558980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22797 members 
Mstep: Class 2 contains 22591 members 
Entering Unmasked Estep 
Score: -3528352.000000 Penalty: 5318.609863
	Iteration 0F: 3 clusters Score -3528352 nChanged 20877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23470 members 
Mstep: Class 2 contains 21918 members 
Entering Unmasked Estep 
Score: -3539951.250000 Penalty: 5318.609863
	Iteration 1F: 3 clusters Score -3539951 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23927 members 
Mstep: Class 2 contains 21461 members 
Entering Unmasked Estep 
Score: -3540484.500000 Penalty: 5318.609863
	Iteration 2Q: 3 clusters Score -3540484 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24516 members 
Mstep: Class 2 contains 20872 members 
Entering Unmasked Estep 
Score: -3541070.750000 Penalty: 5318.609863
	Iteration 3Q: 3 clusters Score -3541071 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25308 members 
Mstep: Class 2 contains 20080 members 
Entering Unmasked Estep 
Score: -3541757.750000 Penalty: 5318.609863
	Iteration 4Q: 3 clusters Score -3541758 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26506 members 
Mstep: Class 2 contains 18882 members 
Entering Unmasked Estep 
Score: -3542762.500000 Penalty: 5318.609863
	Iteration 5Q: 3 clusters Score -3542762 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28102 members 
Mstep: Class 2 contains 17286 members 
Entering Unmasked Estep 
Score: -3544247.250000 Penalty: 5318.609863
	Iteration 6F: 3 clusters Score -3544247 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30198 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -3546338.750000 Penalty: 5318.609863
	Iteration 7F: 3 clusters Score -3546339 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32474 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -3548809.250000 Penalty: 5318.609863
	Iteration 8F: 3 clusters Score -3548809 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34580 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -3551255.250000 Penalty: 5318.609863
	Iteration 9F: 3 clusters Score -3551255 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36060 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -3553556.250000 Penalty: 5318.609863
	Iteration 10F: 3 clusters Score -3553556 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36840 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -3555370.250000 Penalty: 5318.609863
	Iteration 11Q: 3 clusters Score -3555370 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37107 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -3556317.250000 Penalty: 5318.609863
	Iteration 12Q: 3 clusters Score -3556317 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37190 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -3556639.000000 Penalty: 5318.609863
	Iteration 13Q: 3 clusters Score -3556639 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37210 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -3556780.750000 Penalty: 5318.609863
	Iteration 14Q: 3 clusters Score -3556781 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37194 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -3556874.000000 Penalty: 5318.609863
	Iteration 15Q: 3 clusters Score -3556874 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37149 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -3556929.250000 Penalty: 5318.609863
	Iteration 16Q: 3 clusters Score -3556929 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37104 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -3556964.000000 Penalty: 5318.609863
	Iteration 17Q: 3 clusters Score -3556964 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37067 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -3556995.250000 Penalty: 5318.609863
	Iteration 18Q: 3 clusters Score -3556995 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37028 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -3557008.250000 Penalty: 5318.609863
	Iteration 19Q: 3 clusters Score -3557008 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36968 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -3557028.750000 Penalty: 5318.609863
	Iteration 20F: 3 clusters Score -3557029 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36898 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -3557030.500000 Penalty: 5318.609863
	Iteration 21Q: 3 clusters Score -3557030 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36835 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -3557047.500000 Penalty: 5318.609863
	Iteration 22Q: 3 clusters Score -3557048 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36765 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -3557060.250000 Penalty: 5318.609863
	Iteration 23Q: 3 clusters Score -3557060 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36709 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -3557067.750000 Penalty: 5318.609863
	Iteration 24Q: 3 clusters Score -3557068 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36670 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -3557064.000000 Penalty: 5318.609863
	Iteration 25Q: 3 clusters Score -3557064 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36637 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -3557070.000000 Penalty: 5318.609863
	Iteration 26Q: 3 clusters Score -3557070 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36598 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -3557070.250000 Penalty: 5318.609863
	Iteration 27Q: 3 clusters Score -3557070 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36558 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -3557072.250000 Penalty: 5318.609863
	Iteration 28Q: 3 clusters Score -3557072 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36521 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -3557076.250000 Penalty: 5318.609863
	Iteration 29Q: 3 clusters Score -3557076 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36491 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -3557083.750000 Penalty: 5318.609863
	Iteration 30Q: 3 clusters Score -3557084 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36470 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -3557087.750000 Penalty: 5318.609863
	Iteration 31Q: 3 clusters Score -3557088 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36449 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -3557081.750000 Penalty: 5318.609863
	Iteration 32Q: 3 clusters Score -3557082 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36432 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -3557086.750000 Penalty: 5318.609863
	Iteration 33Q: 3 clusters Score -3557087 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36415 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -3557086.000000 Penalty: 5318.609863
	Iteration 34Q: 3 clusters Score -3557086 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36395 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -3557087.250000 Penalty: 5318.609863
	Iteration 35Q: 3 clusters Score -3557087 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36373 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -3557085.750000 Penalty: 5318.609863
	Iteration 36Q: 3 clusters Score -3557086 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36353 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -3557087.750000 Penalty: 5318.609863
	Iteration 37Q: 3 clusters Score -3557088 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36330 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -3557090.750000 Penalty: 5318.609863
	Iteration 38Q: 3 clusters Score -3557091 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36309 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -3557093.500000 Penalty: 5318.609863
	Iteration 39Q: 3 clusters Score -3557094 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36293 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -3557088.500000 Penalty: 5318.609863
	Iteration 40F: 3 clusters Score -3557088 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36272 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -3557095.500000 Penalty: 5318.609863
	Iteration 41Q: 3 clusters Score -3557096 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36258 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -3557091.250000 Penalty: 5318.609863
	Iteration 42Q: 3 clusters Score -3557091 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36246 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -3557085.500000 Penalty: 5318.609863
	Iteration 43Q: 3 clusters Score -3557086 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36237 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -3557087.250000 Penalty: 5318.609863
	Iteration 44Q: 3 clusters Score -3557087 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36236 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -3557093.250000 Penalty: 5318.609863
	Iteration 45Q: 3 clusters Score -3557093 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36228 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -3557086.250000 Penalty: 5318.609863
	Iteration 46Q: 3 clusters Score -3557086 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36221 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -3557091.500000 Penalty: 5318.609863
	Iteration 47Q: 3 clusters Score -3557092 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36210 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -3557095.750000 Penalty: 5318.609863
	Iteration 48Q: 3 clusters Score -3557096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36203 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -3557095.250000 Penalty: 5318.609863
	Iteration 49Q: 3 clusters Score -3557095 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36194 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -3557096.500000 Penalty: 5318.609863
	Iteration 50Q: 3 clusters Score -3557096 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36184 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -3557094.250000 Penalty: 5318.609863
	Iteration 51Q: 3 clusters Score -3557094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36177 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -3557092.000000 Penalty: 5318.609863
	Iteration 52Q: 3 clusters Score -3557092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36172 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -3557092.750000 Penalty: 5318.609863
	Iteration 53Q: 3 clusters Score -3557093 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36160 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -3557093.500000 Penalty: 5318.609863
	Iteration 54Q: 3 clusters Score -3557094 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36142 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -3557098.750000 Penalty: 5318.609863
	Iteration 55Q: 3 clusters Score -3557099 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36121 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -3557093.750000 Penalty: 5318.609863
	Iteration 56Q: 3 clusters Score -3557094 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36105 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -3557094.750000 Penalty: 5318.609863
	Iteration 57Q: 3 clusters Score -3557095 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36088 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -3557097.250000 Penalty: 5318.609863
	Iteration 58Q: 3 clusters Score -3557097 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36060 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -3557099.750000 Penalty: 5318.609863
	Iteration 59Q: 3 clusters Score -3557100 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36036 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -3557109.000000 Penalty: 5318.609863
	Iteration 60F: 3 clusters Score -3557109 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36005 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -3557116.500000 Penalty: 5318.609863
	Iteration 61Q: 3 clusters Score -3557116 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35983 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -3557119.750000 Penalty: 5318.609863
	Iteration 62Q: 3 clusters Score -3557120 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35959 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -3557118.250000 Penalty: 5318.609863
	Iteration 63Q: 3 clusters Score -3557118 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35943 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -3557114.750000 Penalty: 5318.609863
	Iteration 64Q: 3 clusters Score -3557115 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35915 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -3557121.000000 Penalty: 5318.609863
	Iteration 65Q: 3 clusters Score -3557121 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35875 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -3557122.000000 Penalty: 5318.609863
	Iteration 66Q: 3 clusters Score -3557122 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35839 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -3557122.250000 Penalty: 5318.609863
	Iteration 67Q: 3 clusters Score -3557122 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35800 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -3557122.500000 Penalty: 5318.609863
	Iteration 68Q: 3 clusters Score -3557122 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35759 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -3557136.500000 Penalty: 5318.609863
	Iteration 69Q: 3 clusters Score -3557136 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35714 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -3557141.000000 Penalty: 5318.609863
	Iteration 70Q: 3 clusters Score -3557141 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35673 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -3557137.250000 Penalty: 5318.609863
	Iteration 71Q: 3 clusters Score -3557137 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35629 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -3557141.750000 Penalty: 5318.609863
	Iteration 72Q: 3 clusters Score -3557142 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35586 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -3557140.000000 Penalty: 5318.609863
	Iteration 73Q: 3 clusters Score -3557140 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35535 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -3557143.500000 Penalty: 5318.609863
	Iteration 74Q: 3 clusters Score -3557144 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35487 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -3557155.750000 Penalty: 5318.609863
	Iteration 75Q: 3 clusters Score -3557156 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35437 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -3557169.750000 Penalty: 5318.609863
	Iteration 76Q: 3 clusters Score -3557170 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35390 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -3557170.500000 Penalty: 5318.609863
	Iteration 77Q: 3 clusters Score -3557170 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35353 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -3557179.500000 Penalty: 5318.609863
	Iteration 78Q: 3 clusters Score -3557180 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35295 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -3557182.750000 Penalty: 5318.609863
	Iteration 79Q: 3 clusters Score -3557183 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35242 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -3557179.750000 Penalty: 5318.609863
	Iteration 80F: 3 clusters Score -3557180 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35182 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -3557194.750000 Penalty: 5318.609863
	Iteration 81Q: 3 clusters Score -3557195 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35131 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -3557195.000000 Penalty: 5318.609863
	Iteration 82Q: 3 clusters Score -3557195 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35080 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -3557197.750000 Penalty: 5318.609863
	Iteration 83Q: 3 clusters Score -3557198 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35020 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -3557200.250000 Penalty: 5318.609863
	Iteration 84Q: 3 clusters Score -3557200 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34942 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -3557210.750000 Penalty: 5318.609863
	Iteration 85Q: 3 clusters Score -3557211 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34875 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -3557214.000000 Penalty: 5318.609863
	Iteration 86Q: 3 clusters Score -3557214 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34806 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -3557218.000000 Penalty: 5318.609863
	Iteration 87Q: 3 clusters Score -3557218 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34741 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -3557231.000000 Penalty: 5318.609863
	Iteration 88Q: 3 clusters Score -3557231 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34676 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -3557236.750000 Penalty: 5318.609863
	Iteration 89Q: 3 clusters Score -3557237 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34597 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -3557235.750000 Penalty: 5318.609863
	Iteration 90Q: 3 clusters Score -3557236 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34520 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -3557247.750000 Penalty: 5318.609863
	Iteration 91Q: 3 clusters Score -3557248 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34440 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -3557264.000000 Penalty: 5318.609863
	Iteration 92Q: 3 clusters Score -3557264 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34350 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -3557270.250000 Penalty: 5318.609863
	Iteration 93Q: 3 clusters Score -3557270 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34263 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -3557264.250000 Penalty: 5318.609863
	Iteration 94Q: 3 clusters Score -3557264 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34185 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -3557281.750000 Penalty: 5318.609863
	Iteration 95Q: 3 clusters Score -3557282 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34098 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -3557298.500000 Penalty: 5318.609863
	Iteration 96Q: 3 clusters Score -3557298 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34018 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -3557289.000000 Penalty: 5318.609863
	Iteration 97Q: 3 clusters Score -3557289 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33952 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -3557285.000000 Penalty: 5318.609863
	Iteration 98Q: 3 clusters Score -3557285 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33882 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -3557299.500000 Penalty: 5318.609863
	Iteration 99Q: 3 clusters Score -3557300 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33818 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -3557318.000000 Penalty: 5318.609863
	Iteration 100F: 3 clusters Score -3557318 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33756 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -3557329.750000 Penalty: 5318.609863
	Iteration 101Q: 3 clusters Score -3557330 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33693 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -3557329.000000 Penalty: 5318.609863
	Iteration 102Q: 3 clusters Score -3557329 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33631 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -3557329.000000 Penalty: 5318.609863
	Iteration 103Q: 3 clusters Score -3557329 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33575 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -3557350.000000 Penalty: 5318.609863
	Iteration 104Q: 3 clusters Score -3557350 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33528 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -3557346.250000 Penalty: 5318.609863
	Iteration 105Q: 3 clusters Score -3557346 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33486 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -3557351.250000 Penalty: 5318.609863
	Iteration 106Q: 3 clusters Score -3557351 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33437 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -3557357.000000 Penalty: 5318.609863
	Iteration 107Q: 3 clusters Score -3557357 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33385 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -3557366.250000 Penalty: 5318.609863
	Iteration 108Q: 3 clusters Score -3557366 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33333 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -3557357.500000 Penalty: 5318.609863
	Iteration 109Q: 3 clusters Score -3557358 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33282 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -3557371.250000 Penalty: 5318.609863
	Iteration 110Q: 3 clusters Score -3557371 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33241 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -3557369.750000 Penalty: 5318.609863
	Iteration 111Q: 3 clusters Score -3557370 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33208 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -3557384.750000 Penalty: 5318.609863
	Iteration 112Q: 3 clusters Score -3557385 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33179 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -3557384.750000 Penalty: 5318.609863
	Iteration 113Q: 3 clusters Score -3557385 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33139 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -3557382.250000 Penalty: 5318.609863
	Iteration 114Q: 3 clusters Score -3557382 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33107 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -3557375.750000 Penalty: 5318.609863
	Iteration 115Q: 3 clusters Score -3557376 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33076 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -3557383.750000 Penalty: 5318.609863
	Iteration 116Q: 3 clusters Score -3557384 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33053 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -3557392.000000 Penalty: 5318.609863
	Iteration 117Q: 3 clusters Score -3557392 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33034 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -3557387.500000 Penalty: 5318.609863
	Iteration 118Q: 3 clusters Score -3557388 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33017 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -3557398.250000 Penalty: 5318.609863
	Iteration 119Q: 3 clusters Score -3557398 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33000 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -3557394.500000 Penalty: 5318.609863
	Iteration 120F: 3 clusters Score -3557394 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32983 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -3557390.500000 Penalty: 5318.609863
	Iteration 121Q: 3 clusters Score -3557390 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32966 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -3557390.250000 Penalty: 5318.609863
	Iteration 122Q: 3 clusters Score -3557390 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32948 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -3557395.750000 Penalty: 5318.609863
	Iteration 123Q: 3 clusters Score -3557396 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32931 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -3557393.500000 Penalty: 5318.609863
	Iteration 124Q: 3 clusters Score -3557394 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32911 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -3557400.000000 Penalty: 5318.609863
	Iteration 125Q: 3 clusters Score -3557400 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32887 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -3557405.500000 Penalty: 5318.609863
	Iteration 126Q: 3 clusters Score -3557406 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32869 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -3557409.250000 Penalty: 5318.609863
	Iteration 127Q: 3 clusters Score -3557409 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32852 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -3557408.750000 Penalty: 5318.609863
	Iteration 128Q: 3 clusters Score -3557409 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32831 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -3557404.250000 Penalty: 5318.609863
	Iteration 129Q: 3 clusters Score -3557404 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32815 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -3557404.750000 Penalty: 5318.609863
	Iteration 130Q: 3 clusters Score -3557405 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32799 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -3557408.000000 Penalty: 5318.609863
	Iteration 131Q: 3 clusters Score -3557408 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32789 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -3557406.250000 Penalty: 5318.609863
	Iteration 132Q: 3 clusters Score -3557406 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32779 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -3557411.250000 Penalty: 5318.609863
	Iteration 133Q: 3 clusters Score -3557411 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32768 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -3557408.250000 Penalty: 5318.609863
	Iteration 134Q: 3 clusters Score -3557408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32761 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -3557411.000000 Penalty: 5318.609863
	Iteration 135Q: 3 clusters Score -3557411 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32755 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -3557409.000000 Penalty: 5318.609863
	Iteration 136Q: 3 clusters Score -3557409 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32750 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -3557409.500000 Penalty: 5318.609863
	Iteration 137Q: 3 clusters Score -3557410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32747 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -3557413.250000 Penalty: 5318.609863
	Iteration 138Q: 3 clusters Score -3557413 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32740 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -3557413.250000 Penalty: 5318.609863
	Iteration 139Q: 3 clusters Score -3557413 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32735 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -3557414.250000 Penalty: 5318.609863
	Iteration 140F: 3 clusters Score -3557414 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32727 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -3557411.000000 Penalty: 5318.609863
	Iteration 141Q: 3 clusters Score -3557411 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32716 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -3557409.500000 Penalty: 5318.609863
	Iteration 142Q: 3 clusters Score -3557410 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32707 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -3557409.250000 Penalty: 5318.609863
	Iteration 143Q: 3 clusters Score -3557409 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32698 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -3557410.500000 Penalty: 5318.609863
	Iteration 144Q: 3 clusters Score -3557410 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32690 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -3557409.750000 Penalty: 5318.609863
	Iteration 145Q: 3 clusters Score -3557410 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32682 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -3557412.750000 Penalty: 5318.609863
	Iteration 146Q: 3 clusters Score -3557413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32678 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -3557409.250000 Penalty: 5318.609863
	Iteration 147Q: 3 clusters Score -3557409 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32674 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -3557409.000000 Penalty: 5318.609863
	Iteration 148Q: 3 clusters Score -3557409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32672 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -3557408.500000 Penalty: 5318.609863
	Iteration 149Q: 3 clusters Score -3557408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32671 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -3557404.750000 Penalty: 5318.609863
	Iteration 150Q: 3 clusters Score -3557405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32670 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -3557406.000000 Penalty: 5318.609863
	Iteration 151Q: 3 clusters Score -3557406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32670 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -3557406.000000 Penalty: 5318.609863
	Iteration 152F: 3 clusters Score -3557406 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (28220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28220 members 
Entering Unmasked Estep 
Score: -2303672.500000 Penalty: 2541.451172
	Iteration 0F: 2 clusters Score -2303672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -2284293.500000 Penalty: 5082.902344
	Iteration 0F: 3 clusters Score -2284294 nChanged 12681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -2291557.000000 Penalty: 5082.902344
	Iteration 1F: 3 clusters Score -2291557 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -2292618.750000 Penalty: 5082.902344
	Iteration 2F: 3 clusters Score -2292619 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 14965 members 
Entering Unmasked Estep 
Score: -2293818.000000 Penalty: 5082.902344
	Iteration 3F: 3 clusters Score -2293818 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 15754 members 
Entering Unmasked Estep 
Score: -2295087.500000 Penalty: 5082.902344
	Iteration 4F: 3 clusters Score -2295088 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 16767 members 
Entering Unmasked Estep 
Score: -2296461.500000 Penalty: 5082.902344
	Iteration 5F: 3 clusters Score -2296462 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 17945 members 
Entering Unmasked Estep 
Score: -2297924.000000 Penalty: 5082.902344
	Iteration 6F: 3 clusters Score -2297924 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 19051 members 
Entering Unmasked Estep 
Score: -2299225.250000 Penalty: 5082.902344
	Iteration 7F: 3 clusters Score -2299225 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 19933 members 
Entering Unmasked Estep 
Score: -2300109.500000 Penalty: 5082.902344
	Iteration 8Q: 3 clusters Score -2300110 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 20565 members 
Entering Unmasked Estep 
Score: -2300574.750000 Penalty: 5082.902344
	Iteration 9Q: 3 clusters Score -2300575 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 21056 members 
Entering Unmasked Estep 
Score: -2300829.500000 Penalty: 5082.902344
	Iteration 10Q: 3 clusters Score -2300830 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 21513 members 
Entering Unmasked Estep 
Score: -2301015.250000 Penalty: 5082.902344
	Iteration 11Q: 3 clusters Score -2301015 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 21891 members 
Entering Unmasked Estep 
Score: -2301148.750000 Penalty: 5082.902344
	Iteration 12Q: 3 clusters Score -2301149 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 22234 members 
Entering Unmasked Estep 
Score: -2301249.750000 Penalty: 5082.902344
	Iteration 13Q: 3 clusters Score -2301250 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 22562 members 
Entering Unmasked Estep 
Score: -2301343.500000 Penalty: 5082.902344
	Iteration 14Q: 3 clusters Score -2301344 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 22884 members 
Entering Unmasked Estep 
Score: -2301435.750000 Penalty: 5082.902344
	Iteration 15Q: 3 clusters Score -2301436 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 23172 members 
Entering Unmasked Estep 
Score: -2301528.750000 Penalty: 5082.902344
	Iteration 16Q: 3 clusters Score -2301529 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 23461 members 
Entering Unmasked Estep 
Score: -2301609.000000 Penalty: 5082.902344
	Iteration 17Q: 3 clusters Score -2301609 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 23731 members 
Entering Unmasked Estep 
Score: -2301688.250000 Penalty: 5082.902344
	Iteration 18Q: 3 clusters Score -2301688 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 23992 members 
Entering Unmasked Estep 
Score: -2301765.500000 Penalty: 5082.902344
	Iteration 19Q: 3 clusters Score -2301766 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 24236 members 
Entering Unmasked Estep 
Score: -2301853.250000 Penalty: 5082.902344
	Iteration 20F: 3 clusters Score -2301853 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 24471 members 
Entering Unmasked Estep 
Score: -2301932.000000 Penalty: 5082.902344
	Iteration 21Q: 3 clusters Score -2301932 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 24697 members 
Entering Unmasked Estep 
Score: -2302005.750000 Penalty: 5082.902344
	Iteration 22Q: 3 clusters Score -2302006 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 24907 members 
Entering Unmasked Estep 
Score: -2302064.000000 Penalty: 5082.902344
	Iteration 23Q: 3 clusters Score -2302064 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 25102 members 
Entering Unmasked Estep 
Score: -2302131.500000 Penalty: 5082.902344
	Iteration 24Q: 3 clusters Score -2302132 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 25256 members 
Entering Unmasked Estep 
Score: -2302180.500000 Penalty: 5082.902344
	Iteration 25Q: 3 clusters Score -2302180 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 25399 members 
Entering Unmasked Estep 
Score: -2302228.250000 Penalty: 5082.902344
	Iteration 26Q: 3 clusters Score -2302228 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 25529 members 
Entering Unmasked Estep 
Score: -2302265.500000 Penalty: 5082.902344
	Iteration 27Q: 3 clusters Score -2302266 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 25641 members 
Entering Unmasked Estep 
Score: -2302308.250000 Penalty: 5082.902344
	Iteration 28Q: 3 clusters Score -2302308 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 25746 members 
Entering Unmasked Estep 
Score: -2302335.750000 Penalty: 5082.902344
	Iteration 29Q: 3 clusters Score -2302336 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 25840 members 
Entering Unmasked Estep 
Score: -2302365.750000 Penalty: 5082.902344
	Iteration 30Q: 3 clusters Score -2302366 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 25921 members 
Entering Unmasked Estep 
Score: -2302386.500000 Penalty: 5082.902344
	Iteration 31Q: 3 clusters Score -2302386 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 25983 members 
Entering Unmasked Estep 
Score: -2302394.500000 Penalty: 5082.902344
	Iteration 32Q: 3 clusters Score -2302394 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 26043 members 
Entering Unmasked Estep 
Score: -2302414.250000 Penalty: 5082.902344
	Iteration 33Q: 3 clusters Score -2302414 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 26104 members 
Entering Unmasked Estep 
Score: -2302423.750000 Penalty: 5082.902344
	Iteration 34Q: 3 clusters Score -2302424 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 26153 members 
Entering Unmasked Estep 
Score: -2302432.250000 Penalty: 5082.902344
	Iteration 35Q: 3 clusters Score -2302432 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 26196 members 
Entering Unmasked Estep 
Score: -2302444.250000 Penalty: 5082.902344
	Iteration 36Q: 3 clusters Score -2302444 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 26237 members 
Entering Unmasked Estep 
Score: -2302459.000000 Penalty: 5082.902344
	Iteration 37Q: 3 clusters Score -2302459 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 26275 members 
Entering Unmasked Estep 
Score: -2302480.750000 Penalty: 5082.902344
	Iteration 38Q: 3 clusters Score -2302481 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 26317 members 
Entering Unmasked Estep 
Score: -2302501.000000 Penalty: 5082.902344
	Iteration 39Q: 3 clusters Score -2302501 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 26353 members 
Entering Unmasked Estep 
Score: -2302500.250000 Penalty: 5082.902344
	Iteration 40F: 3 clusters Score -2302500 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 26390 members 
Entering Unmasked Estep 
Score: -2302507.750000 Penalty: 5082.902344
	Iteration 41Q: 3 clusters Score -2302508 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 26428 members 
Entering Unmasked Estep 
Score: -2302512.500000 Penalty: 5082.902344
	Iteration 42Q: 3 clusters Score -2302512 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 26456 members 
Entering Unmasked Estep 
Score: -2302523.000000 Penalty: 5082.902344
	Iteration 43Q: 3 clusters Score -2302523 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 26479 members 
Entering Unmasked Estep 
Score: -2302530.500000 Penalty: 5082.902344
	Iteration 44Q: 3 clusters Score -2302530 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 26503 members 
Entering Unmasked Estep 
Score: -2302535.000000 Penalty: 5082.902344
	Iteration 45Q: 3 clusters Score -2302535 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 26522 members 
Entering Unmasked Estep 
Score: -2302536.250000 Penalty: 5082.902344
	Iteration 46Q: 3 clusters Score -2302536 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 26539 members 
Entering Unmasked Estep 
Score: -2302536.500000 Penalty: 5082.902344
	Iteration 47Q: 3 clusters Score -2302536 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 26552 members 
Entering Unmasked Estep 
Score: -2302541.000000 Penalty: 5082.902344
	Iteration 48Q: 3 clusters Score -2302541 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 26563 members 
Entering Unmasked Estep 
Score: -2302544.250000 Penalty: 5082.902344
	Iteration 49Q: 3 clusters Score -2302544 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 26576 members 
Entering Unmasked Estep 
Score: -2302551.000000 Penalty: 5082.902344
	Iteration 50Q: 3 clusters Score -2302551 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 26583 members 
Entering Unmasked Estep 
Score: -2302552.250000 Penalty: 5082.902344
	Iteration 51Q: 3 clusters Score -2302552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 26587 members 
Entering Unmasked Estep 
Score: -2302549.000000 Penalty: 5082.902344
	Iteration 52Q: 3 clusters Score -2302549 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 26596 members 
Entering Unmasked Estep 
Score: -2302550.500000 Penalty: 5082.902344
	Iteration 53Q: 3 clusters Score -2302550 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 26609 members 
Entering Unmasked Estep 
Score: -2302552.750000 Penalty: 5082.902344
	Iteration 54Q: 3 clusters Score -2302553 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 26633 members 
Entering Unmasked Estep 
Score: -2302559.250000 Penalty: 5082.902344
	Iteration 55Q: 3 clusters Score -2302559 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 26656 members 
Entering Unmasked Estep 
Score: -2302567.000000 Penalty: 5082.902344
	Iteration 56Q: 3 clusters Score -2302567 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 26677 members 
Entering Unmasked Estep 
Score: -2302573.750000 Penalty: 5082.902344
	Iteration 57Q: 3 clusters Score -2302574 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 26692 members 
Entering Unmasked Estep 
Score: -2302575.000000 Penalty: 5082.902344
	Iteration 58Q: 3 clusters Score -2302575 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 26708 members 
Entering Unmasked Estep 
Score: -2302583.000000 Penalty: 5082.902344
	Iteration 59Q: 3 clusters Score -2302583 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 26718 members 
Entering Unmasked Estep 
Score: -2302587.250000 Penalty: 5082.902344
	Iteration 60F: 3 clusters Score -2302587 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 26726 members 
Entering Unmasked Estep 
Score: -2302589.000000 Penalty: 5082.902344
	Iteration 61Q: 3 clusters Score -2302589 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 26738 members 
Entering Unmasked Estep 
Score: -2302595.250000 Penalty: 5082.902344
	Iteration 62Q: 3 clusters Score -2302595 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 26744 members 
Entering Unmasked Estep 
Score: -2302598.500000 Penalty: 5082.902344
	Iteration 63Q: 3 clusters Score -2302598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 26753 members 
Entering Unmasked Estep 
Score: -2302603.500000 Penalty: 5082.902344
	Iteration 64Q: 3 clusters Score -2302604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 26760 members 
Entering Unmasked Estep 
Score: -2302603.000000 Penalty: 5082.902344
	Iteration 65Q: 3 clusters Score -2302603 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 26766 members 
Entering Unmasked Estep 
Score: -2302603.750000 Penalty: 5082.902344
	Iteration 66Q: 3 clusters Score -2302604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 26769 members 
Entering Unmasked Estep 
Score: -2302606.500000 Penalty: 5082.902344
	Iteration 67Q: 3 clusters Score -2302606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 26772 members 
Entering Unmasked Estep 
Score: -2302605.500000 Penalty: 5082.902344
	Iteration 68Q: 3 clusters Score -2302606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 26776 members 
Entering Unmasked Estep 
Score: -2302605.000000 Penalty: 5082.902344
	Iteration 69Q: 3 clusters Score -2302605 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 26778 members 
Entering Unmasked Estep 
Score: -2302606.250000 Penalty: 5082.902344
	Iteration 70Q: 3 clusters Score -2302606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 26780 members 
Entering Unmasked Estep 
Score: -2302609.000000 Penalty: 5082.902344
	Iteration 71Q: 3 clusters Score -2302609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 26782 members 
Entering Unmasked Estep 
Score: -2302613.250000 Penalty: 5082.902344
	Iteration 72Q: 3 clusters Score -2302613 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 26787 members 
Entering Unmasked Estep 
Score: -2302614.500000 Penalty: 5082.902344
	Iteration 73Q: 3 clusters Score -2302614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 26793 members 
Entering Unmasked Estep 
Score: -2302616.000000 Penalty: 5082.902344
	Iteration 74Q: 3 clusters Score -2302616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 26801 members 
Entering Unmasked Estep 
Score: -2302618.500000 Penalty: 5082.902344
	Iteration 75Q: 3 clusters Score -2302618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 26811 members 
Entering Unmasked Estep 
Score: -2302620.250000 Penalty: 5082.902344
	Iteration 76Q: 3 clusters Score -2302620 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 26818 members 
Entering Unmasked Estep 
Score: -2302620.000000 Penalty: 5082.902344
	Iteration 77Q: 3 clusters Score -2302620 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 26825 members 
Entering Unmasked Estep 
Score: -2302621.750000 Penalty: 5082.902344
	Iteration 78Q: 3 clusters Score -2302622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 26831 members 
Entering Unmasked Estep 
Score: -2302613.250000 Penalty: 5082.902344
	Iteration 79Q: 3 clusters Score -2302613 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 26836 members 
Entering Unmasked Estep 
Score: -2302614.250000 Penalty: 5082.902344
	Iteration 80F: 3 clusters Score -2302614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 26841 members 
Entering Unmasked Estep 
Score: -2302621.500000 Penalty: 5082.902344
	Iteration 81Q: 3 clusters Score -2302622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 26843 members 
Entering Unmasked Estep 
Score: -2302623.500000 Penalty: 5082.902344
	Iteration 82Q: 3 clusters Score -2302624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 26847 members 
Entering Unmasked Estep 
Score: -2302623.000000 Penalty: 5082.902344
	Iteration 83Q: 3 clusters Score -2302623 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 26852 members 
Entering Unmasked Estep 
Score: -2302626.000000 Penalty: 5082.902344
	Iteration 84Q: 3 clusters Score -2302626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 26857 members 
Entering Unmasked Estep 
Score: -2302626.000000 Penalty: 5082.902344
	Iteration 85Q: 3 clusters Score -2302626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 26864 members 
Entering Unmasked Estep 
Score: -2302630.250000 Penalty: 5082.902344
	Iteration 86Q: 3 clusters Score -2302630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 26866 members 
Entering Unmasked Estep 
Score: -2302633.000000 Penalty: 5082.902344
	Iteration 87Q: 3 clusters Score -2302633 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 26871 members 
Entering Unmasked Estep 
Score: -2302632.250000 Penalty: 5082.902344
	Iteration 88Q: 3 clusters Score -2302632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 26874 members 
Entering Unmasked Estep 
Score: -2302635.000000 Penalty: 5082.902344
	Iteration 89Q: 3 clusters Score -2302635 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 26880 members 
Entering Unmasked Estep 
Score: -2302637.000000 Penalty: 5082.902344
	Iteration 90Q: 3 clusters Score -2302637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 26882 members 
Entering Unmasked Estep 
Score: -2302637.750000 Penalty: 5082.902344
	Iteration 91Q: 3 clusters Score -2302638 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 26882 members 
Entering Unmasked Estep 
Score: -2302637.750000 Penalty: 5082.902344
	Iteration 92F: 3 clusters Score -2302638 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Entering Unmasked Estep 
Score: -668287.875000 Penalty: 2259.545898
	Iteration 0F: 2 clusters Score -668287.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -661245.000000 Penalty: 4519.091797
	Iteration 0F: 3 clusters Score -661245 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -663406.500000 Penalty: 4519.091797
	Iteration 1F: 3 clusters Score -663406.5 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -663830.625000 Penalty: 4519.091797
	Iteration 2F: 3 clusters Score -663830.6 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -664111.062500 Penalty: 4519.091797
	Iteration 3F: 3 clusters Score -664111.1 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -664338.562500 Penalty: 4519.091797
	Iteration 4Q: 3 clusters Score -664338.6 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -664568.750000 Penalty: 4519.091797
	Iteration 5Q: 3 clusters Score -664568.8 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -664763.250000 Penalty: 4519.091797
	Iteration 6Q: 3 clusters Score -664763.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -664945.000000 Penalty: 4519.091797
	Iteration 7Q: 3 clusters Score -664945 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -665149.312500 Penalty: 4519.091797
	Iteration 8Q: 3 clusters Score -665149.3 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -665388.562500 Penalty: 4519.091797
	Iteration 9Q: 3 clusters Score -665388.6 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -665647.187500 Penalty: 4519.091797
	Iteration 10Q: 3 clusters Score -665647.2 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -666017.375000 Penalty: 4519.091797
	Iteration 11Q: 3 clusters Score -666017.4 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -666488.437500 Penalty: 4519.091797
	Iteration 12Q: 3 clusters Score -666488.4 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -666863.875000 Penalty: 4519.091797
	Iteration 13Q: 3 clusters Score -666863.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -667087.125000 Penalty: 4519.091797
	Iteration 14Q: 3 clusters Score -667087.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -667215.812500 Penalty: 4519.091797
	Iteration 15Q: 3 clusters Score -667215.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -667286.937500 Penalty: 4519.091797
	Iteration 16Q: 3 clusters Score -667286.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -667331.937500 Penalty: 4519.091797
	Iteration 17Q: 3 clusters Score -667331.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -667370.000000 Penalty: 4519.091797
	Iteration 18Q: 3 clusters Score -667370 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -667403.062500 Penalty: 4519.091797
	Iteration 19Q: 3 clusters Score -667403.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -667435.812500 Penalty: 4519.091797
	Iteration 20F: 3 clusters Score -667435.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -667470.187500 Penalty: 4519.091797
	Iteration 21Q: 3 clusters Score -667470.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -667495.500000 Penalty: 4519.091797
	Iteration 22Q: 3 clusters Score -667495.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -667525.312500 Penalty: 4519.091797
	Iteration 23Q: 3 clusters Score -667525.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -667559.937500 Penalty: 4519.091797
	Iteration 24Q: 3 clusters Score -667559.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -667590.375000 Penalty: 4519.091797
	Iteration 25Q: 3 clusters Score -667590.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -667621.625000 Penalty: 4519.091797
	Iteration 26Q: 3 clusters Score -667621.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -667647.625000 Penalty: 4519.091797
	Iteration 27Q: 3 clusters Score -667647.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -667672.812500 Penalty: 4519.091797
	Iteration 28Q: 3 clusters Score -667672.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -667699.500000 Penalty: 4519.091797
	Iteration 29Q: 3 clusters Score -667699.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -667734.375000 Penalty: 4519.091797
	Iteration 30Q: 3 clusters Score -667734.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -667768.187500 Penalty: 4519.091797
	Iteration 31Q: 3 clusters Score -667768.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -667809.125000 Penalty: 4519.091797
	Iteration 32Q: 3 clusters Score -667809.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -667847.937500 Penalty: 4519.091797
	Iteration 33Q: 3 clusters Score -667847.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -667892.875000 Penalty: 4519.091797
	Iteration 34Q: 3 clusters Score -667892.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -667934.500000 Penalty: 4519.091797
	Iteration 35Q: 3 clusters Score -667934.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -667975.875000 Penalty: 4519.091797
	Iteration 36Q: 3 clusters Score -667975.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -668020.687500 Penalty: 4519.091797
	Iteration 37Q: 3 clusters Score -668020.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -668061.187500 Penalty: 4519.091797
	Iteration 38Q: 3 clusters Score -668061.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -668103.500000 Penalty: 4519.091797
	Iteration 39Q: 3 clusters Score -668103.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -668136.000000 Penalty: 4519.091797
	Iteration 40F: 3 clusters Score -668136 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -668172.062500 Penalty: 4519.091797
	Iteration 41Q: 3 clusters Score -668172.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -668202.312500 Penalty: 4519.091797
	Iteration 42Q: 3 clusters Score -668202.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -668231.375000 Penalty: 4519.091797
	Iteration 43Q: 3 clusters Score -668231.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -668252.625000 Penalty: 4519.091797
	Iteration 44Q: 3 clusters Score -668252.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -668272.875000 Penalty: 4519.091797
	Iteration 45Q: 3 clusters Score -668272.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -668290.500000 Penalty: 4519.091797
	Iteration 46Q: 3 clusters Score -668290.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -668302.937500 Penalty: 4519.091797
	Iteration 47Q: 3 clusters Score -668302.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -668314.125000 Penalty: 4519.091797
	Iteration 48Q: 3 clusters Score -668314.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -668318.812500 Penalty: 4519.091797
	Iteration 49Q: 3 clusters Score -668318.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -668329.875000 Penalty: 4519.091797
	Iteration 50Q: 3 clusters Score -668329.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -668345.062500 Penalty: 4519.091797
	Iteration 51Q: 3 clusters Score -668345.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -668365.312500 Penalty: 4519.091797
	Iteration 52Q: 3 clusters Score -668365.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -668391.750000 Penalty: 4519.091797
	Iteration 53Q: 3 clusters Score -668391.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -668411.687500 Penalty: 4519.091797
	Iteration 54Q: 3 clusters Score -668411.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -668424.437500 Penalty: 4519.091797
	Iteration 55Q: 3 clusters Score -668424.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -668434.250000 Penalty: 4519.091797
	Iteration 56Q: 3 clusters Score -668434.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -668439.875000 Penalty: 4519.091797
	Iteration 57Q: 3 clusters Score -668439.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -668447.062500 Penalty: 4519.091797
	Iteration 58Q: 3 clusters Score -668447.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -668464.312500 Penalty: 4519.091797
	Iteration 59Q: 3 clusters Score -668464.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -668472.187500 Penalty: 4519.091797
	Iteration 60F: 3 clusters Score -668472.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -668479.312500 Penalty: 4519.091797
	Iteration 61Q: 3 clusters Score -668479.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -668484.875000 Penalty: 4519.091797
	Iteration 62Q: 3 clusters Score -668484.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -668487.250000 Penalty: 4519.091797
	Iteration 63Q: 3 clusters Score -668487.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -668491.000000 Penalty: 4519.091797
	Iteration 64Q: 3 clusters Score -668491 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -668495.812500 Penalty: 4519.091797
	Iteration 65Q: 3 clusters Score -668495.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -668499.875000 Penalty: 4519.091797
	Iteration 66Q: 3 clusters Score -668499.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -668504.750000 Penalty: 4519.091797
	Iteration 67Q: 3 clusters Score -668504.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -668508.937500 Penalty: 4519.091797
	Iteration 68Q: 3 clusters Score -668508.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -668513.875000 Penalty: 4519.091797
	Iteration 69Q: 3 clusters Score -668513.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -668517.500000 Penalty: 4519.091797
	Iteration 70Q: 3 clusters Score -668517.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -668528.500000 Penalty: 4519.091797
	Iteration 71Q: 3 clusters Score -668528.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -668537.500000 Penalty: 4519.091797
	Iteration 72Q: 3 clusters Score -668537.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -668547.250000 Penalty: 4519.091797
	Iteration 73Q: 3 clusters Score -668547.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -668556.312500 Penalty: 4519.091797
	Iteration 74Q: 3 clusters Score -668556.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -668564.562500 Penalty: 4519.091797
	Iteration 75Q: 3 clusters Score -668564.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -668575.437500 Penalty: 4519.091797
	Iteration 76Q: 3 clusters Score -668575.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -668586.000000 Penalty: 4519.091797
	Iteration 77Q: 3 clusters Score -668586 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -668598.687500 Penalty: 4519.091797
	Iteration 78Q: 3 clusters Score -668598.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -668614.812500 Penalty: 4519.091797
	Iteration 79Q: 3 clusters Score -668614.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -668634.625000 Penalty: 4519.091797
	Iteration 80F: 3 clusters Score -668634.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -668651.562500 Penalty: 4519.091797
	Iteration 81Q: 3 clusters Score -668651.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -668670.312500 Penalty: 4519.091797
	Iteration 82Q: 3 clusters Score -668670.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -668681.687500 Penalty: 4519.091797
	Iteration 83Q: 3 clusters Score -668681.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -668692.375000 Penalty: 4519.091797
	Iteration 84Q: 3 clusters Score -668692.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -668701.062500 Penalty: 4519.091797
	Iteration 85Q: 3 clusters Score -668701.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -668709.625000 Penalty: 4519.091797
	Iteration 86Q: 3 clusters Score -668709.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -668715.750000 Penalty: 4519.091797
	Iteration 87Q: 3 clusters Score -668715.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -668722.937500 Penalty: 4519.091797
	Iteration 88Q: 3 clusters Score -668722.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -668728.875000 Penalty: 4519.091797
	Iteration 89Q: 3 clusters Score -668728.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -668729.062500 Penalty: 4519.091797
	Iteration 90Q: 3 clusters Score -668729.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -668733.187500 Penalty: 4519.091797
	Iteration 91Q: 3 clusters Score -668733.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -668732.187500 Penalty: 4519.091797
	Iteration 92Q: 3 clusters Score -668732.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -668732.750000 Penalty: 4519.091797
	Iteration 93Q: 3 clusters Score -668732.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -668732.812500 Penalty: 4519.091797
	Iteration 94Q: 3 clusters Score -668732.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -668733.312500 Penalty: 4519.091797
	Iteration 95Q: 3 clusters Score -668733.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -668734.312500 Penalty: 4519.091797
	Iteration 96Q: 3 clusters Score -668734.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -668735.562500 Penalty: 4519.091797
	Iteration 97Q: 3 clusters Score -668735.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -668735.750000 Penalty: 4519.091797
	Iteration 98Q: 3 clusters Score -668735.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -668736.875000 Penalty: 4519.091797
	Iteration 99Q: 3 clusters Score -668736.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -668737.437500 Penalty: 4519.091797
	Iteration 100F: 3 clusters Score -668737.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -668740.375000 Penalty: 4519.091797
	Iteration 101Q: 3 clusters Score -668740.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -668739.312500 Penalty: 4519.091797
	Iteration 102Q: 3 clusters Score -668739.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -668739.687500 Penalty: 4519.091797
	Iteration 103Q: 3 clusters Score -668739.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -668740.812500 Penalty: 4519.091797
	Iteration 104Q: 3 clusters Score -668740.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -668740.937500 Penalty: 4519.091797
	Iteration 105Q: 3 clusters Score -668740.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -668740.937500 Penalty: 4519.091797
	Iteration 106Q: 3 clusters Score -668740.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -668740.750000 Penalty: 4519.091797
	Iteration 107Q: 3 clusters Score -668740.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -668740.750000 Penalty: 4519.091797
	Iteration 108F: 3 clusters Score -668740.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 3093 members 
Mstep: Class 3 contains 85752 members 
Mstep: Class 4 contains 3543 members 
Mstep: Class 5 contains 375096 members 
Mstep: Class 6 contains 4469 members 
Mstep: Class 7 contains 6223 members 
Mstep: Class 8 contains 6829 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28312 members 
Mstep: Class 11 contains 219059 members 
Mstep: Class 12 contains 49160 members 
Mstep: Class 13 contains 154279 members 
Mstep: Class 14 contains 111230 members 
Mstep: Class 15 contains 73228 members 
Mstep: Class 16 contains 89010 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 27470 members 
Mstep: Class 19 contains 4563 members 
Mstep: Class 20 contains 8472 members 
Mstep: Class 21 contains 45388 members 
Mstep: Class 22 contains 28220 members 
Mstep: Class 23 contains 3418 members 
Mstep: Class 24 contains 7635 members 
Mstep: Class 25 contains 24408 members 
Mstep: Class 26 contains 15615 members 
Mstep: Class 27 contains 6078 members 
Mstep: Class 28 contains 7808 members 
Mstep: Class 29 contains 3651 members 
Mstep: Class 30 contains 10035 members 
Mstep: Class 31 contains 25381 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9578 members 
Mstep: Class 34 contains 5637 members 
Entering Unmasked Estep 
Score: -111976224.000000 Penalty: 119701.210938
Splitting cluster 23 changes total score from -111977032.000000 to -111976224.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (7635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Entering Unmasked Estep 
Score: -546509.375000 Penalty: 2217.243652
	Iteration 0F: 2 clusters Score -546509.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -540401.562500 Penalty: 4434.487305
	Iteration 0F: 3 clusters Score -540401.6 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -542239.000000 Penalty: 4434.487305
	Iteration 1F: 3 clusters Score -542239 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -542701.125000 Penalty: 4434.487305
	Iteration 2F: 3 clusters Score -542701.1 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -543231.562500 Penalty: 4434.487305
	Iteration 3F: 3 clusters Score -543231.6 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -543807.875000 Penalty: 4434.487305
	Iteration 4F: 3 clusters Score -543807.9 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -544368.312500 Penalty: 4434.487305
	Iteration 5F: 3 clusters Score -544368.3 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -544814.437500 Penalty: 4434.487305
	Iteration 6F: 3 clusters Score -544814.4 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -545132.875000 Penalty: 4434.487305
	Iteration 7Q: 3 clusters Score -545132.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -545352.187500 Penalty: 4434.487305
	Iteration 8Q: 3 clusters Score -545352.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -545486.750000 Penalty: 4434.487305
	Iteration 9Q: 3 clusters Score -545486.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -545571.812500 Penalty: 4434.487305
	Iteration 10Q: 3 clusters Score -545571.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -545636.187500 Penalty: 4434.487305
	Iteration 11Q: 3 clusters Score -545636.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -545688.312500 Penalty: 4434.487305
	Iteration 12Q: 3 clusters Score -545688.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -545731.250000 Penalty: 4434.487305
	Iteration 13Q: 3 clusters Score -545731.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -545762.687500 Penalty: 4434.487305
	Iteration 14Q: 3 clusters Score -545762.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -545788.000000 Penalty: 4434.487305
	Iteration 15Q: 3 clusters Score -545788 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -545817.812500 Penalty: 4434.487305
	Iteration 16Q: 3 clusters Score -545817.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -545850.062500 Penalty: 4434.487305
	Iteration 17Q: 3 clusters Score -545850.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -545894.125000 Penalty: 4434.487305
	Iteration 18Q: 3 clusters Score -545894.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -545951.875000 Penalty: 4434.487305
	Iteration 19Q: 3 clusters Score -545951.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -546033.562500 Penalty: 4434.487305
	Iteration 20F: 3 clusters Score -546033.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -546152.375000 Penalty: 4434.487305
	Iteration 21Q: 3 clusters Score -546152.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -546282.500000 Penalty: 4434.487305
	Iteration 22Q: 3 clusters Score -546282.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -546368.375000 Penalty: 4434.487305
	Iteration 23Q: 3 clusters Score -546368.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -546405.625000 Penalty: 4434.487305
	Iteration 24Q: 3 clusters Score -546405.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -546422.937500 Penalty: 4434.487305
	Iteration 25Q: 3 clusters Score -546422.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -546426.750000 Penalty: 4434.487305
	Iteration 26Q: 3 clusters Score -546426.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -546429.937500 Penalty: 4434.487305
	Iteration 27Q: 3 clusters Score -546429.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -546435.187500 Penalty: 4434.487305
	Iteration 28Q: 3 clusters Score -546435.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -546436.750000 Penalty: 4434.487305
	Iteration 29Q: 3 clusters Score -546436.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -546439.000000 Penalty: 4434.487305
	Iteration 30Q: 3 clusters Score -546439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -546438.437500 Penalty: 4434.487305
	Iteration 31Q: 3 clusters Score -546438.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -546438.437500 Penalty: 4434.487305
	Iteration 32F: 3 clusters Score -546438.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (24408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24408 members 
Entering Unmasked Estep 
Score: -1718754.750000 Penalty: 2505.461182
	Iteration 0F: 2 clusters Score -1718755 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -1701935.625000 Penalty: 5010.922363
	Iteration 0F: 3 clusters Score -1701936 nChanged 10820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -1708134.000000 Penalty: 5010.922363
	Iteration 1F: 3 clusters Score -1708134 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -1708980.125000 Penalty: 5010.922363
	Iteration 2F: 3 clusters Score -1708980 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -1709862.125000 Penalty: 5010.922363
	Iteration 3F: 3 clusters Score -1709862 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -1710871.125000 Penalty: 5010.922363
	Iteration 4F: 3 clusters Score -1710871 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -1711933.500000 Penalty: 5010.922363
	Iteration 5F: 3 clusters Score -1711934 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -1713089.750000 Penalty: 5010.922363
	Iteration 6F: 3 clusters Score -1713090 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -1714114.250000 Penalty: 5010.922363
	Iteration 7F: 3 clusters Score -1714114 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -1714926.875000 Penalty: 5010.922363
	Iteration 8F: 3 clusters Score -1714927 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -1715464.750000 Penalty: 5010.922363
	Iteration 9Q: 3 clusters Score -1715465 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 14659 members 
Entering Unmasked Estep 
Score: -1715751.250000 Penalty: 5010.922363
	Iteration 10Q: 3 clusters Score -1715751 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -1715936.500000 Penalty: 5010.922363
	Iteration 11Q: 3 clusters Score -1715936 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -1716058.875000 Penalty: 5010.922363
	Iteration 12Q: 3 clusters Score -1716059 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 14886 members 
Entering Unmasked Estep 
Score: -1716155.750000 Penalty: 5010.922363
	Iteration 13Q: 3 clusters Score -1716156 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -1716234.500000 Penalty: 5010.922363
	Iteration 14Q: 3 clusters Score -1716234 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
Score: -1716311.875000 Penalty: 5010.922363
	Iteration 15Q: 3 clusters Score -1716312 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -1716391.625000 Penalty: 5010.922363
	Iteration 16Q: 3 clusters Score -1716392 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -1716460.250000 Penalty: 5010.922363
	Iteration 17Q: 3 clusters Score -1716460 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -1716524.375000 Penalty: 5010.922363
	Iteration 18Q: 3 clusters Score -1716524 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -1716594.250000 Penalty: 5010.922363
	Iteration 19Q: 3 clusters Score -1716594 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -1716662.250000 Penalty: 5010.922363
	Iteration 20F: 3 clusters Score -1716662 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -1716736.875000 Penalty: 5010.922363
	Iteration 21Q: 3 clusters Score -1716737 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -1716803.750000 Penalty: 5010.922363
	Iteration 22Q: 3 clusters Score -1716804 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -1716867.250000 Penalty: 5010.922363
	Iteration 23Q: 3 clusters Score -1716867 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -1716917.750000 Penalty: 5010.922363
	Iteration 24Q: 3 clusters Score -1716918 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -1716966.625000 Penalty: 5010.922363
	Iteration 25Q: 3 clusters Score -1716967 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -1717012.625000 Penalty: 5010.922363
	Iteration 26Q: 3 clusters Score -1717013 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -1717057.250000 Penalty: 5010.922363
	Iteration 27Q: 3 clusters Score -1717057 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -1717099.375000 Penalty: 5010.922363
	Iteration 28Q: 3 clusters Score -1717099 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -1717124.375000 Penalty: 5010.922363
	Iteration 29Q: 3 clusters Score -1717124 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -1717146.000000 Penalty: 5010.922363
	Iteration 30Q: 3 clusters Score -1717146 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 14965 members 
Entering Unmasked Estep 
Score: -1717161.750000 Penalty: 5010.922363
	Iteration 31Q: 3 clusters Score -1717162 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -1717171.000000 Penalty: 5010.922363
	Iteration 32Q: 3 clusters Score -1717171 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -1717183.125000 Penalty: 5010.922363
	Iteration 33Q: 3 clusters Score -1717183 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -1717185.750000 Penalty: 5010.922363
	Iteration 34Q: 3 clusters Score -1717186 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -1717198.875000 Penalty: 5010.922363
	Iteration 35Q: 3 clusters Score -1717199 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -1717206.250000 Penalty: 5010.922363
	Iteration 36Q: 3 clusters Score -1717206 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 14966 members 
Entering Unmasked Estep 
Score: -1717211.250000 Penalty: 5010.922363
	Iteration 37Q: 3 clusters Score -1717211 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -1717217.375000 Penalty: 5010.922363
	Iteration 38Q: 3 clusters Score -1717217 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -1717216.375000 Penalty: 5010.922363
	Iteration 39Q: 3 clusters Score -1717216 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -1717217.375000 Penalty: 5010.922363
	Iteration 40F: 3 clusters Score -1717217 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -1717219.375000 Penalty: 5010.922363
	Iteration 41Q: 3 clusters Score -1717219 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -1717218.000000 Penalty: 5010.922363
	Iteration 42Q: 3 clusters Score -1717218 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
Score: -1717224.875000 Penalty: 5010.922363
	Iteration 43Q: 3 clusters Score -1717225 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
Score: -1717227.250000 Penalty: 5010.922363
	Iteration 44Q: 3 clusters Score -1717227 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -1717229.125000 Penalty: 5010.922363
	Iteration 45Q: 3 clusters Score -1717229 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -1717231.750000 Penalty: 5010.922363
	Iteration 46Q: 3 clusters Score -1717232 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 15021 members 
Entering Unmasked Estep 
Score: -1717231.375000 Penalty: 5010.922363
	Iteration 47Q: 3 clusters Score -1717231 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 15027 members 
Entering Unmasked Estep 
Score: -1717235.125000 Penalty: 5010.922363
	Iteration 48Q: 3 clusters Score -1717235 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -1717235.500000 Penalty: 5010.922363
	Iteration 49Q: 3 clusters Score -1717236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 15034 members 
Entering Unmasked Estep 
Score: -1717229.500000 Penalty: 5010.922363
	Iteration 50Q: 3 clusters Score -1717230 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 15038 members 
Entering Unmasked Estep 
Score: -1717230.250000 Penalty: 5010.922363
	Iteration 51Q: 3 clusters Score -1717230 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 15054 members 
Entering Unmasked Estep 
Score: -1717234.250000 Penalty: 5010.922363
	Iteration 52Q: 3 clusters Score -1717234 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -1717241.000000 Penalty: 5010.922363
	Iteration 53Q: 3 clusters Score -1717241 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -1717238.875000 Penalty: 5010.922363
	Iteration 54Q: 3 clusters Score -1717239 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -1717242.125000 Penalty: 5010.922363
	Iteration 55Q: 3 clusters Score -1717242 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -1717242.500000 Penalty: 5010.922363
	Iteration 56Q: 3 clusters Score -1717242 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -1717242.375000 Penalty: 5010.922363
	Iteration 57Q: 3 clusters Score -1717242 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -1717245.125000 Penalty: 5010.922363
	Iteration 58Q: 3 clusters Score -1717245 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
Score: -1717252.125000 Penalty: 5010.922363
	Iteration 59Q: 3 clusters Score -1717252 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -1717250.375000 Penalty: 5010.922363
	Iteration 60F: 3 clusters Score -1717250 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -1717250.750000 Penalty: 5010.922363
	Iteration 61Q: 3 clusters Score -1717251 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 15208 members 
Entering Unmasked Estep 
Score: -1717248.375000 Penalty: 5010.922363
	Iteration 62Q: 3 clusters Score -1717248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
Score: -1717250.125000 Penalty: 5010.922363
	Iteration 63Q: 3 clusters Score -1717250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -1717255.875000 Penalty: 5010.922363
	Iteration 64Q: 3 clusters Score -1717256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -1717255.750000 Penalty: 5010.922363
	Iteration 65Q: 3 clusters Score -1717256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -1717253.875000 Penalty: 5010.922363
	Iteration 66Q: 3 clusters Score -1717254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -1717254.625000 Penalty: 5010.922363
	Iteration 67Q: 3 clusters Score -1717255 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -1717254.000000 Penalty: 5010.922363
	Iteration 68Q: 3 clusters Score -1717254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -1717251.875000 Penalty: 5010.922363
	Iteration 69Q: 3 clusters Score -1717252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -1717251.500000 Penalty: 5010.922363
	Iteration 70Q: 3 clusters Score -1717252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -1717253.875000 Penalty: 5010.922363
	Iteration 71Q: 3 clusters Score -1717254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -1717252.250000 Penalty: 5010.922363
	Iteration 72Q: 3 clusters Score -1717252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -1717252.250000 Penalty: 5010.922363
	Iteration 73F: 3 clusters Score -1717252 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (15615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15615 members 
Entering Unmasked Estep 
Score: -1241150.750000 Penalty: 2394.685059
	Iteration 0F: 2 clusters Score -1241151 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1229944.500000 Penalty: 4789.370117
	Iteration 0F: 3 clusters Score -1229944 nChanged 6679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1233880.750000 Penalty: 4789.370117
	Iteration 1F: 3 clusters Score -1233881 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -1234742.000000 Penalty: 4789.370117
	Iteration 2F: 3 clusters Score -1234742 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -1235786.500000 Penalty: 4789.370117
	Iteration 3F: 3 clusters Score -1235786 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -1237035.750000 Penalty: 4789.370117
	Iteration 4F: 3 clusters Score -1237036 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -1238127.875000 Penalty: 4789.370117
	Iteration 5F: 3 clusters Score -1238128 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -1238937.875000 Penalty: 4789.370117
	Iteration 6F: 3 clusters Score -1238938 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -1239490.125000 Penalty: 4789.370117
	Iteration 7F: 3 clusters Score -1239490 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1239835.750000 Penalty: 4789.370117
	Iteration 8Q: 3 clusters Score -1239836 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1240068.750000 Penalty: 4789.370117
	Iteration 9Q: 3 clusters Score -1240069 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1240200.750000 Penalty: 4789.370117
	Iteration 10Q: 3 clusters Score -1240201 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1240275.000000 Penalty: 4789.370117
	Iteration 11Q: 3 clusters Score -1240275 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1240317.125000 Penalty: 4789.370117
	Iteration 12Q: 3 clusters Score -1240317 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1240340.250000 Penalty: 4789.370117
	Iteration 13Q: 3 clusters Score -1240340 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1240361.500000 Penalty: 4789.370117
	Iteration 14Q: 3 clusters Score -1240362 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1240377.375000 Penalty: 4789.370117
	Iteration 15Q: 3 clusters Score -1240377 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1240392.125000 Penalty: 4789.370117
	Iteration 16Q: 3 clusters Score -1240392 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1240404.750000 Penalty: 4789.370117
	Iteration 17Q: 3 clusters Score -1240405 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1240410.625000 Penalty: 4789.370117
	Iteration 18Q: 3 clusters Score -1240411 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1240423.500000 Penalty: 4789.370117
	Iteration 19Q: 3 clusters Score -1240424 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1240429.500000 Penalty: 4789.370117
	Iteration 20F: 3 clusters Score -1240430 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1240440.625000 Penalty: 4789.370117
	Iteration 21Q: 3 clusters Score -1240441 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1240449.875000 Penalty: 4789.370117
	Iteration 22Q: 3 clusters Score -1240450 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1240456.875000 Penalty: 4789.370117
	Iteration 23Q: 3 clusters Score -1240457 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1240465.875000 Penalty: 4789.370117
	Iteration 24Q: 3 clusters Score -1240466 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1240478.125000 Penalty: 4789.370117
	Iteration 25Q: 3 clusters Score -1240478 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1240480.000000 Penalty: 4789.370117
	Iteration 26Q: 3 clusters Score -1240480 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1240482.875000 Penalty: 4789.370117
	Iteration 27Q: 3 clusters Score -1240483 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1240497.125000 Penalty: 4789.370117
	Iteration 28Q: 3 clusters Score -1240497 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1240499.875000 Penalty: 4789.370117
	Iteration 29Q: 3 clusters Score -1240500 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1240505.125000 Penalty: 4789.370117
	Iteration 30Q: 3 clusters Score -1240505 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1240513.250000 Penalty: 4789.370117
	Iteration 31Q: 3 clusters Score -1240513 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1240522.500000 Penalty: 4789.370117
	Iteration 32Q: 3 clusters Score -1240522 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1240531.375000 Penalty: 4789.370117
	Iteration 33Q: 3 clusters Score -1240531 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1240531.375000 Penalty: 4789.370117
	Iteration 34Q: 3 clusters Score -1240531 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1240536.375000 Penalty: 4789.370117
	Iteration 35Q: 3 clusters Score -1240536 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1240539.250000 Penalty: 4789.370117
	Iteration 36Q: 3 clusters Score -1240539 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1240539.750000 Penalty: 4789.370117
	Iteration 37Q: 3 clusters Score -1240540 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1240537.375000 Penalty: 4789.370117
	Iteration 38Q: 3 clusters Score -1240537 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1240543.750000 Penalty: 4789.370117
	Iteration 39Q: 3 clusters Score -1240544 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1240546.250000 Penalty: 4789.370117
	Iteration 40F: 3 clusters Score -1240546 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1240546.750000 Penalty: 4789.370117
	Iteration 41Q: 3 clusters Score -1240547 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1240548.250000 Penalty: 4789.370117
	Iteration 42Q: 3 clusters Score -1240548 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1240550.875000 Penalty: 4789.370117
	Iteration 43Q: 3 clusters Score -1240551 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1240549.125000 Penalty: 4789.370117
	Iteration 44Q: 3 clusters Score -1240549 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1240548.875000 Penalty: 4789.370117
	Iteration 45Q: 3 clusters Score -1240549 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1240551.250000 Penalty: 4789.370117
	Iteration 46Q: 3 clusters Score -1240551 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1240554.125000 Penalty: 4789.370117
	Iteration 47Q: 3 clusters Score -1240554 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1240556.250000 Penalty: 4789.370117
	Iteration 48Q: 3 clusters Score -1240556 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1240557.875000 Penalty: 4789.370117
	Iteration 49Q: 3 clusters Score -1240558 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1240559.750000 Penalty: 4789.370117
	Iteration 50Q: 3 clusters Score -1240560 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1240563.125000 Penalty: 4789.370117
	Iteration 51Q: 3 clusters Score -1240563 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1240566.125000 Penalty: 4789.370117
	Iteration 52Q: 3 clusters Score -1240566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1240566.625000 Penalty: 4789.370117
	Iteration 53Q: 3 clusters Score -1240567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1240570.000000 Penalty: 4789.370117
	Iteration 54Q: 3 clusters Score -1240570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1240571.000000 Penalty: 4789.370117
	Iteration 55Q: 3 clusters Score -1240571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1240571.625000 Penalty: 4789.370117
	Iteration 56Q: 3 clusters Score -1240572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1240572.375000 Penalty: 4789.370117
	Iteration 57Q: 3 clusters Score -1240572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1240570.250000 Penalty: 4789.370117
	Iteration 58Q: 3 clusters Score -1240570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1240570.250000 Penalty: 4789.370117
	Iteration 59F: 3 clusters Score -1240570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Entering Unmasked Estep 
Score: -484144.656250 Penalty: 2160.682861
	Iteration 0F: 2 clusters Score -484144.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -478963.031250 Penalty: 4321.365723
	Iteration 0F: 3 clusters Score -478963 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -480312.187500 Penalty: 4321.365723
	Iteration 1F: 3 clusters Score -480312.2 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -480554.562500 Penalty: 4321.365723
	Iteration 2F: 3 clusters Score -480554.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -480697.656250 Penalty: 4321.365723
	Iteration 3Q: 3 clusters Score -480697.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -480811.937500 Penalty: 4321.365723
	Iteration 4Q: 3 clusters Score -480811.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -480895.656250 Penalty: 4321.365723
	Iteration 5Q: 3 clusters Score -480895.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -480968.500000 Penalty: 4321.365723
	Iteration 6Q: 3 clusters Score -480968.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -481054.406250 Penalty: 4321.365723
	Iteration 7Q: 3 clusters Score -481054.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -481150.500000 Penalty: 4321.365723
	Iteration 8Q: 3 clusters Score -481150.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -481254.312500 Penalty: 4321.365723
	Iteration 9Q: 3 clusters Score -481254.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -481364.250000 Penalty: 4321.365723
	Iteration 10Q: 3 clusters Score -481364.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -481484.687500 Penalty: 4321.365723
	Iteration 11Q: 3 clusters Score -481484.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -481602.875000 Penalty: 4321.365723
	Iteration 12Q: 3 clusters Score -481602.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -481739.187500 Penalty: 4321.365723
	Iteration 13Q: 3 clusters Score -481739.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -481888.250000 Penalty: 4321.365723
	Iteration 14Q: 3 clusters Score -481888.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -482017.187500 Penalty: 4321.365723
	Iteration 15Q: 3 clusters Score -482017.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -482111.625000 Penalty: 4321.365723
	Iteration 16Q: 3 clusters Score -482111.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -482180.656250 Penalty: 4321.365723
	Iteration 17Q: 3 clusters Score -482180.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -482223.875000 Penalty: 4321.365723
	Iteration 18Q: 3 clusters Score -482223.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -482251.187500 Penalty: 4321.365723
	Iteration 19Q: 3 clusters Score -482251.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -482270.500000 Penalty: 4321.365723
	Iteration 20F: 3 clusters Score -482270.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -482287.125000 Penalty: 4321.365723
	Iteration 21Q: 3 clusters Score -482287.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -482301.375000 Penalty: 4321.365723
	Iteration 22Q: 3 clusters Score -482301.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -482312.812500 Penalty: 4321.365723
	Iteration 23Q: 3 clusters Score -482312.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -482321.937500 Penalty: 4321.365723
	Iteration 24Q: 3 clusters Score -482321.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -482332.468750 Penalty: 4321.365723
	Iteration 25Q: 3 clusters Score -482332.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -482343.375000 Penalty: 4321.365723
	Iteration 26Q: 3 clusters Score -482343.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -482349.593750 Penalty: 4321.365723
	Iteration 27Q: 3 clusters Score -482349.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -482355.093750 Penalty: 4321.365723
	Iteration 28Q: 3 clusters Score -482355.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -482360.281250 Penalty: 4321.365723
	Iteration 29Q: 3 clusters Score -482360.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -482363.531250 Penalty: 4321.365723
	Iteration 30Q: 3 clusters Score -482363.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -482364.468750 Penalty: 4321.365723
	Iteration 31Q: 3 clusters Score -482364.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -482366.093750 Penalty: 4321.365723
	Iteration 32Q: 3 clusters Score -482366.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -482365.218750 Penalty: 4321.365723
	Iteration 33Q: 3 clusters Score -482365.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -482365.218750 Penalty: 4321.365723
	Iteration 34F: 3 clusters Score -482365.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (7808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Entering Unmasked Estep 
Score: -602331.187500 Penalty: 2222.800293
	Iteration 0F: 2 clusters Score -602331.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -596033.937500 Penalty: 4445.600586
	Iteration 0F: 3 clusters Score -596033.9 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -597779.750000 Penalty: 4445.600586
	Iteration 1F: 3 clusters Score -597779.8 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -598040.812500 Penalty: 4445.600586
	Iteration 2F: 3 clusters Score -598040.8 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -598247.625000 Penalty: 4445.600586
	Iteration 3F: 3 clusters Score -598247.6 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -598431.437500 Penalty: 4445.600586
	Iteration 4Q: 3 clusters Score -598431.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -598603.875000 Penalty: 4445.600586
	Iteration 5Q: 3 clusters Score -598603.9 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -598775.625000 Penalty: 4445.600586
	Iteration 6Q: 3 clusters Score -598775.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -598965.687500 Penalty: 4445.600586
	Iteration 7Q: 3 clusters Score -598965.7 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -599163.125000 Penalty: 4445.600586
	Iteration 8Q: 3 clusters Score -599163.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -599349.750000 Penalty: 4445.600586
	Iteration 9Q: 3 clusters Score -599349.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -599531.250000 Penalty: 4445.600586
	Iteration 10Q: 3 clusters Score -599531.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -599705.750000 Penalty: 4445.600586
	Iteration 11Q: 3 clusters Score -599705.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -599863.812500 Penalty: 4445.600586
	Iteration 12Q: 3 clusters Score -599863.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -600008.437500 Penalty: 4445.600586
	Iteration 13Q: 3 clusters Score -600008.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -600164.937500 Penalty: 4445.600586
	Iteration 14Q: 3 clusters Score -600164.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -600333.125000 Penalty: 4445.600586
	Iteration 15Q: 3 clusters Score -600333.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -600440.000000 Penalty: 4445.600586
	Iteration 16Q: 3 clusters Score -600440 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -600510.687500 Penalty: 4445.600586
	Iteration 17Q: 3 clusters Score -600510.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -600558.562500 Penalty: 4445.600586
	Iteration 18Q: 3 clusters Score -600558.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -600594.437500 Penalty: 4445.600586
	Iteration 19Q: 3 clusters Score -600594.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -600632.937500 Penalty: 4445.600586
	Iteration 20F: 3 clusters Score -600632.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -600658.375000 Penalty: 4445.600586
	Iteration 21Q: 3 clusters Score -600658.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -600677.062500 Penalty: 4445.600586
	Iteration 22Q: 3 clusters Score -600677.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -600689.000000 Penalty: 4445.600586
	Iteration 23Q: 3 clusters Score -600689 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -600701.000000 Penalty: 4445.600586
	Iteration 24Q: 3 clusters Score -600701 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -600709.625000 Penalty: 4445.600586
	Iteration 25Q: 3 clusters Score -600709.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -600714.812500 Penalty: 4445.600586
	Iteration 26Q: 3 clusters Score -600714.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -600719.187500 Penalty: 4445.600586
	Iteration 27Q: 3 clusters Score -600719.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -600722.312500 Penalty: 4445.600586
	Iteration 28Q: 3 clusters Score -600722.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -600724.250000 Penalty: 4445.600586
	Iteration 29Q: 3 clusters Score -600724.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -600725.125000 Penalty: 4445.600586
	Iteration 30Q: 3 clusters Score -600725.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -600725.562500 Penalty: 4445.600586
	Iteration 31Q: 3 clusters Score -600725.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -600726.500000 Penalty: 4445.600586
	Iteration 32Q: 3 clusters Score -600726.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -600727.750000 Penalty: 4445.600586
	Iteration 33Q: 3 clusters Score -600727.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -600728.000000 Penalty: 4445.600586
	Iteration 34Q: 3 clusters Score -600728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -600729.062500 Penalty: 4445.600586
	Iteration 35Q: 3 clusters Score -600729.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -600729.062500 Penalty: 4445.600586
	Iteration 36F: 3 clusters Score -600729.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Entering Unmasked Estep 
Score: -287825.562500 Penalty: 2034.283447
	Iteration 0F: 2 clusters Score -287825.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -284069.750000 Penalty: 4068.566895
	Iteration 0F: 3 clusters Score -284069.8 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -284874.156250 Penalty: 4068.566895
	Iteration 1F: 3 clusters Score -284874.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -285051.062500 Penalty: 4068.566895
	Iteration 2F: 3 clusters Score -285051.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -285157.531250 Penalty: 4068.566895
	Iteration 3Q: 3 clusters Score -285157.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -285219.031250 Penalty: 4068.566895
	Iteration 4Q: 3 clusters Score -285219 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -285264.312500 Penalty: 4068.566895
	Iteration 5Q: 3 clusters Score -285264.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -285308.593750 Penalty: 4068.566895
	Iteration 6Q: 3 clusters Score -285308.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -285338.562500 Penalty: 4068.566895
	Iteration 7Q: 3 clusters Score -285338.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -285361.781250 Penalty: 4068.566895
	Iteration 8Q: 3 clusters Score -285361.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -285382.281250 Penalty: 4068.566895
	Iteration 9Q: 3 clusters Score -285382.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -285395.625000 Penalty: 4068.566895
	Iteration 10Q: 3 clusters Score -285395.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -285402.937500 Penalty: 4068.566895
	Iteration 11Q: 3 clusters Score -285402.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -285407.687500 Penalty: 4068.566895
	Iteration 12Q: 3 clusters Score -285407.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -285414.250000 Penalty: 4068.566895
	Iteration 13Q: 3 clusters Score -285414.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -285419.812500 Penalty: 4068.566895
	Iteration 14Q: 3 clusters Score -285419.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -285423.281250 Penalty: 4068.566895
	Iteration 15Q: 3 clusters Score -285423.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -285426.625000 Penalty: 4068.566895
	Iteration 16Q: 3 clusters Score -285426.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -285428.906250 Penalty: 4068.566895
	Iteration 17Q: 3 clusters Score -285428.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -285429.937500 Penalty: 4068.566895
	Iteration 18Q: 3 clusters Score -285429.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -285432.500000 Penalty: 4068.566895
	Iteration 19Q: 3 clusters Score -285432.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -285434.281250 Penalty: 4068.566895
	Iteration 20F: 3 clusters Score -285434.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -285436.312500 Penalty: 4068.566895
	Iteration 21Q: 3 clusters Score -285436.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -285438.250000 Penalty: 4068.566895
	Iteration 22Q: 3 clusters Score -285438.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -285439.812500 Penalty: 4068.566895
	Iteration 23Q: 3 clusters Score -285439.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -285440.562500 Penalty: 4068.566895
	Iteration 24Q: 3 clusters Score -285440.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -285440.562500 Penalty: 4068.566895
	Iteration 25F: 3 clusters Score -285440.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (10035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Entering Unmasked Estep 
Score: -790634.625000 Penalty: 2285.030762
	Iteration 0F: 2 clusters Score -790634.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -782887.312500 Penalty: 4570.061523
	Iteration 0F: 3 clusters Score -782887.3 nChanged 4256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -785127.687500 Penalty: 4570.061523
	Iteration 1F: 3 clusters Score -785127.7 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -785428.187500 Penalty: 4570.061523
	Iteration 2F: 3 clusters Score -785428.2 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -785660.437500 Penalty: 4570.061523
	Iteration 3F: 3 clusters Score -785660.4 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -785853.000000 Penalty: 4570.061523
	Iteration 4Q: 3 clusters Score -785853 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -786006.625000 Penalty: 4570.061523
	Iteration 5Q: 3 clusters Score -786006.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -786130.937500 Penalty: 4570.061523
	Iteration 6Q: 3 clusters Score -786130.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -786240.875000 Penalty: 4570.061523
	Iteration 7Q: 3 clusters Score -786240.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -786347.312500 Penalty: 4570.061523
	Iteration 8Q: 3 clusters Score -786347.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -786452.125000 Penalty: 4570.061523
	Iteration 9Q: 3 clusters Score -786452.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -786566.250000 Penalty: 4570.061523
	Iteration 10Q: 3 clusters Score -786566.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -786687.375000 Penalty: 4570.061523
	Iteration 11Q: 3 clusters Score -786687.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -786811.375000 Penalty: 4570.061523
	Iteration 12Q: 3 clusters Score -786811.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -786943.062500 Penalty: 4570.061523
	Iteration 13Q: 3 clusters Score -786943.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -787115.750000 Penalty: 4570.061523
	Iteration 14Q: 3 clusters Score -787115.8 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -787303.687500 Penalty: 4570.061523
	Iteration 15Q: 3 clusters Score -787303.7 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -787484.750000 Penalty: 4570.061523
	Iteration 16Q: 3 clusters Score -787484.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -787647.125000 Penalty: 4570.061523
	Iteration 17Q: 3 clusters Score -787647.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -787783.250000 Penalty: 4570.061523
	Iteration 18Q: 3 clusters Score -787783.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -787880.375000 Penalty: 4570.061523
	Iteration 19Q: 3 clusters Score -787880.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -787963.562500 Penalty: 4570.061523
	Iteration 20F: 3 clusters Score -787963.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -788013.250000 Penalty: 4570.061523
	Iteration 21Q: 3 clusters Score -788013.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -788044.875000 Penalty: 4570.061523
	Iteration 22Q: 3 clusters Score -788044.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -788069.750000 Penalty: 4570.061523
	Iteration 23Q: 3 clusters Score -788069.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -788084.375000 Penalty: 4570.061523
	Iteration 24Q: 3 clusters Score -788084.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -788094.187500 Penalty: 4570.061523
	Iteration 25Q: 3 clusters Score -788094.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -788101.250000 Penalty: 4570.061523
	Iteration 26Q: 3 clusters Score -788101.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -788107.125000 Penalty: 4570.061523
	Iteration 27Q: 3 clusters Score -788107.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -788112.312500 Penalty: 4570.061523
	Iteration 28Q: 3 clusters Score -788112.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -788117.125000 Penalty: 4570.061523
	Iteration 29Q: 3 clusters Score -788117.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -788118.687500 Penalty: 4570.061523
	Iteration 30Q: 3 clusters Score -788118.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -788123.250000 Penalty: 4570.061523
	Iteration 31Q: 3 clusters Score -788123.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -788129.750000 Penalty: 4570.061523
	Iteration 32Q: 3 clusters Score -788129.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -788132.062500 Penalty: 4570.061523
	Iteration 33Q: 3 clusters Score -788132.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -788133.937500 Penalty: 4570.061523
	Iteration 34Q: 3 clusters Score -788133.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -788140.437500 Penalty: 4570.061523
	Iteration 35Q: 3 clusters Score -788140.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -788144.062500 Penalty: 4570.061523
	Iteration 36Q: 3 clusters Score -788144.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -788146.125000 Penalty: 4570.061523
	Iteration 37Q: 3 clusters Score -788146.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -788149.687500 Penalty: 4570.061523
	Iteration 38Q: 3 clusters Score -788149.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -788152.562500 Penalty: 4570.061523
	Iteration 39Q: 3 clusters Score -788152.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -788152.625000 Penalty: 4570.061523
	Iteration 40F: 3 clusters Score -788152.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -788156.375000 Penalty: 4570.061523
	Iteration 41Q: 3 clusters Score -788156.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -788159.562500 Penalty: 4570.061523
	Iteration 42Q: 3 clusters Score -788159.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -788161.125000 Penalty: 4570.061523
	Iteration 43Q: 3 clusters Score -788161.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -788163.375000 Penalty: 4570.061523
	Iteration 44Q: 3 clusters Score -788163.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -788163.875000 Penalty: 4570.061523
	Iteration 45Q: 3 clusters Score -788163.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -788163.812500 Penalty: 4570.061523
	Iteration 46Q: 3 clusters Score -788163.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -788164.187500 Penalty: 4570.061523
	Iteration 47Q: 3 clusters Score -788164.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -788166.687500 Penalty: 4570.061523
	Iteration 48Q: 3 clusters Score -788166.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -788166.937500 Penalty: 4570.061523
	Iteration 49Q: 3 clusters Score -788166.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -788171.375000 Penalty: 4570.061523
	Iteration 50Q: 3 clusters Score -788171.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -788171.875000 Penalty: 4570.061523
	Iteration 51Q: 3 clusters Score -788171.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -788172.562500 Penalty: 4570.061523
	Iteration 52Q: 3 clusters Score -788172.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -788173.500000 Penalty: 4570.061523
	Iteration 53Q: 3 clusters Score -788173.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -788173.437500 Penalty: 4570.061523
	Iteration 54Q: 3 clusters Score -788173.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -788175.312500 Penalty: 4570.061523
	Iteration 55Q: 3 clusters Score -788175.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -788176.562500 Penalty: 4570.061523
	Iteration 56Q: 3 clusters Score -788176.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -788177.125000 Penalty: 4570.061523
	Iteration 57Q: 3 clusters Score -788177.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -788177.437500 Penalty: 4570.061523
	Iteration 58Q: 3 clusters Score -788177.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -788177.750000 Penalty: 4570.061523
	Iteration 59Q: 3 clusters Score -788177.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -788178.125000 Penalty: 4570.061523
	Iteration 60F: 3 clusters Score -788178.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -788178.687500 Penalty: 4570.061523
	Iteration 61Q: 3 clusters Score -788178.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -788177.125000 Penalty: 4570.061523
	Iteration 62Q: 3 clusters Score -788177.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -788177.125000 Penalty: 4570.061523
	Iteration 63F: 3 clusters Score -788177.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (25381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25381 members 
Entering Unmasked Estep 
Score: -1995937.500000 Penalty: 2515.155518
	Iteration 0F: 2 clusters Score -1995938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -1978423.125000 Penalty: 5030.311035
	Iteration 0F: 3 clusters Score -1978423 nChanged 11281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -1984499.875000 Penalty: 5030.311035
	Iteration 1F: 3 clusters Score -1984500 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -1985140.000000 Penalty: 5030.311035
	Iteration 2F: 3 clusters Score -1985140 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -1985792.250000 Penalty: 5030.311035
	Iteration 3F: 3 clusters Score -1985792 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 15502 members 
Entering Unmasked Estep 
Score: -1986573.750000 Penalty: 5030.311035
	Iteration 4F: 3 clusters Score -1986574 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 16733 members 
Entering Unmasked Estep 
Score: -1987592.625000 Penalty: 5030.311035
	Iteration 5F: 3 clusters Score -1987593 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 18150 members 
Entering Unmasked Estep 
Score: -1988844.750000 Penalty: 5030.311035
	Iteration 6F: 3 clusters Score -1988845 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 19600 members 
Entering Unmasked Estep 
Score: -1990125.625000 Penalty: 5030.311035
	Iteration 7F: 3 clusters Score -1990126 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 20891 members 
Entering Unmasked Estep 
Score: -1991273.500000 Penalty: 5030.311035
	Iteration 8F: 3 clusters Score -1991274 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 21965 members 
Entering Unmasked Estep 
Score: -1992181.000000 Penalty: 5030.311035
	Iteration 9Q: 3 clusters Score -1992181 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 22701 members 
Entering Unmasked Estep 
Score: -1992735.125000 Penalty: 5030.311035
	Iteration 10Q: 3 clusters Score -1992735 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 23217 members 
Entering Unmasked Estep 
Score: -1993092.750000 Penalty: 5030.311035
	Iteration 11Q: 3 clusters Score -1993093 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 23550 members 
Entering Unmasked Estep 
Score: -1993313.375000 Penalty: 5030.311035
	Iteration 12Q: 3 clusters Score -1993313 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 23791 members 
Entering Unmasked Estep 
Score: -1993473.500000 Penalty: 5030.311035
	Iteration 13Q: 3 clusters Score -1993474 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 23966 members 
Entering Unmasked Estep 
Score: -1993574.250000 Penalty: 5030.311035
	Iteration 14Q: 3 clusters Score -1993574 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 24082 members 
Entering Unmasked Estep 
Score: -1993633.875000 Penalty: 5030.311035
	Iteration 15Q: 3 clusters Score -1993634 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 24170 members 
Entering Unmasked Estep 
Score: -1993691.000000 Penalty: 5030.311035
	Iteration 16Q: 3 clusters Score -1993691 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 24246 members 
Entering Unmasked Estep 
Score: -1993727.875000 Penalty: 5030.311035
	Iteration 17Q: 3 clusters Score -1993728 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 24304 members 
Entering Unmasked Estep 
Score: -1993746.750000 Penalty: 5030.311035
	Iteration 18Q: 3 clusters Score -1993747 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 24348 members 
Entering Unmasked Estep 
Score: -1993774.125000 Penalty: 5030.311035
	Iteration 19Q: 3 clusters Score -1993774 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 24377 members 
Entering Unmasked Estep 
Score: -1993781.250000 Penalty: 5030.311035
	Iteration 20F: 3 clusters Score -1993781 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 24408 members 
Entering Unmasked Estep 
Score: -1993801.000000 Penalty: 5030.311035
	Iteration 21Q: 3 clusters Score -1993801 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 24435 members 
Entering Unmasked Estep 
Score: -1993811.625000 Penalty: 5030.311035
	Iteration 22Q: 3 clusters Score -1993812 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 24458 members 
Entering Unmasked Estep 
Score: -1993831.000000 Penalty: 5030.311035
	Iteration 23Q: 3 clusters Score -1993831 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 24478 members 
Entering Unmasked Estep 
Score: -1993838.750000 Penalty: 5030.311035
	Iteration 24Q: 3 clusters Score -1993839 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 24490 members 
Entering Unmasked Estep 
Score: -1993842.000000 Penalty: 5030.311035
	Iteration 25Q: 3 clusters Score -1993842 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 24500 members 
Entering Unmasked Estep 
Score: -1993846.125000 Penalty: 5030.311035
	Iteration 26Q: 3 clusters Score -1993846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 24505 members 
Entering Unmasked Estep 
Score: -1993851.250000 Penalty: 5030.311035
	Iteration 27Q: 3 clusters Score -1993851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 24507 members 
Entering Unmasked Estep 
Score: -1993851.125000 Penalty: 5030.311035
	Iteration 28Q: 3 clusters Score -1993851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 24509 members 
Entering Unmasked Estep 
Score: -1993854.250000 Penalty: 5030.311035
	Iteration 29Q: 3 clusters Score -1993854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 24515 members 
Entering Unmasked Estep 
Score: -1993856.250000 Penalty: 5030.311035
	Iteration 30Q: 3 clusters Score -1993856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 24519 members 
Entering Unmasked Estep 
Score: -1993858.625000 Penalty: 5030.311035
	Iteration 31Q: 3 clusters Score -1993859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 24524 members 
Entering Unmasked Estep 
Score: -1993860.125000 Penalty: 5030.311035
	Iteration 32Q: 3 clusters Score -1993860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 24526 members 
Entering Unmasked Estep 
Score: -1993860.000000 Penalty: 5030.311035
	Iteration 33Q: 3 clusters Score -1993860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 24530 members 
Entering Unmasked Estep 
Score: -1993862.000000 Penalty: 5030.311035
	Iteration 34Q: 3 clusters Score -1993862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 24534 members 
Entering Unmasked Estep 
Score: -1993863.375000 Penalty: 5030.311035
	Iteration 35Q: 3 clusters Score -1993863 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 24540 members 
Entering Unmasked Estep 
Score: -1993868.000000 Penalty: 5030.311035
	Iteration 36Q: 3 clusters Score -1993868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 24544 members 
Entering Unmasked Estep 
Score: -1993868.500000 Penalty: 5030.311035
	Iteration 37Q: 3 clusters Score -1993868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 24549 members 
Entering Unmasked Estep 
Score: -1993874.375000 Penalty: 5030.311035
	Iteration 38Q: 3 clusters Score -1993874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 24551 members 
Entering Unmasked Estep 
Score: -1993872.750000 Penalty: 5030.311035
	Iteration 39Q: 3 clusters Score -1993873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 24552 members 
Entering Unmasked Estep 
Score: -1993872.875000 Penalty: 5030.311035
	Iteration 40F: 3 clusters Score -1993873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 24553 members 
Entering Unmasked Estep 
Score: -1993872.125000 Penalty: 5030.311035
	Iteration 41Q: 3 clusters Score -1993872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 24555 members 
Entering Unmasked Estep 
Score: -1993872.250000 Penalty: 5030.311035
	Iteration 42Q: 3 clusters Score -1993872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 24558 members 
Entering Unmasked Estep 
Score: -1993874.875000 Penalty: 5030.311035
	Iteration 43Q: 3 clusters Score -1993875 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 24563 members 
Entering Unmasked Estep 
Score: -1993877.625000 Penalty: 5030.311035
	Iteration 44Q: 3 clusters Score -1993878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 24568 members 
Entering Unmasked Estep 
Score: -1993874.875000 Penalty: 5030.311035
	Iteration 45Q: 3 clusters Score -1993875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 24568 members 
Entering Unmasked Estep 
Score: -1993876.625000 Penalty: 5030.311035
	Iteration 46Q: 3 clusters Score -1993877 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 24568 members 
Entering Unmasked Estep 
Score: -1993876.625000 Penalty: 5030.311035
	Iteration 47F: 3 clusters Score -1993877 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Entering Unmasked Estep 
Score: -260598.250000 Penalty: 2012.945435
	Iteration 0F: 2 clusters Score -260598.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -257145.375000 Penalty: 4025.890869
	Iteration 0F: 3 clusters Score -257145.4 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -257829.296875 Penalty: 4025.890869
	Iteration 1F: 3 clusters Score -257829.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -258009.734375 Penalty: 4025.890869
	Iteration 2F: 3 clusters Score -258009.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -258122.390625 Penalty: 4025.890869
	Iteration 3F: 3 clusters Score -258122.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -258207.500000 Penalty: 4025.890869
	Iteration 4Q: 3 clusters Score -258207.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -258273.406250 Penalty: 4025.890869
	Iteration 5Q: 3 clusters Score -258273.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -258326.265625 Penalty: 4025.890869
	Iteration 6Q: 3 clusters Score -258326.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -258370.546875 Penalty: 4025.890869
	Iteration 7Q: 3 clusters Score -258370.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -258401.890625 Penalty: 4025.890869
	Iteration 8Q: 3 clusters Score -258401.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -258425.718750 Penalty: 4025.890869
	Iteration 9Q: 3 clusters Score -258425.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -258439.906250 Penalty: 4025.890869
	Iteration 10Q: 3 clusters Score -258439.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -258449.171875 Penalty: 4025.890869
	Iteration 11Q: 3 clusters Score -258449.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -258458.031250 Penalty: 4025.890869
	Iteration 12Q: 3 clusters Score -258458 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -258468.843750 Penalty: 4025.890869
	Iteration 13Q: 3 clusters Score -258468.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -258482.984375 Penalty: 4025.890869
	Iteration 14Q: 3 clusters Score -258483 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -258496.390625 Penalty: 4025.890869
	Iteration 15Q: 3 clusters Score -258496.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -258506.421875 Penalty: 4025.890869
	Iteration 16Q: 3 clusters Score -258506.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -258514.031250 Penalty: 4025.890869
	Iteration 17Q: 3 clusters Score -258514 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -258518.453125 Penalty: 4025.890869
	Iteration 18Q: 3 clusters Score -258518.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -258522.156250 Penalty: 4025.890869
	Iteration 19Q: 3 clusters Score -258522.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -258526.609375 Penalty: 4025.890869
	Iteration 20F: 3 clusters Score -258526.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -258530.546875 Penalty: 4025.890869
	Iteration 21Q: 3 clusters Score -258530.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -258534.078125 Penalty: 4025.890869
	Iteration 22Q: 3 clusters Score -258534.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -258537.390625 Penalty: 4025.890869
	Iteration 23Q: 3 clusters Score -258537.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -258541.812500 Penalty: 4025.890869
	Iteration 24Q: 3 clusters Score -258541.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -258545.906250 Penalty: 4025.890869
	Iteration 25Q: 3 clusters Score -258545.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -258548.375000 Penalty: 4025.890869
	Iteration 26Q: 3 clusters Score -258548.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -258551.609375 Penalty: 4025.890869
	Iteration 27Q: 3 clusters Score -258551.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -258554.125000 Penalty: 4025.890869
	Iteration 28Q: 3 clusters Score -258554.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -258553.906250 Penalty: 4025.890869
	Iteration 29Q: 3 clusters Score -258553.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -258553.906250 Penalty: 4025.890869
	Iteration 30F: 3 clusters Score -258553.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (9578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Entering Unmasked Estep 
Score: -776983.375000 Penalty: 2273.471436
	Iteration 0F: 2 clusters Score -776983.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -769602.562500 Penalty: 4546.942871
	Iteration 0F: 3 clusters Score -769602.6 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -771755.125000 Penalty: 4546.942871
	Iteration 1F: 3 clusters Score -771755.1 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -772153.437500 Penalty: 4546.942871
	Iteration 2F: 3 clusters Score -772153.4 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -772496.750000 Penalty: 4546.942871
	Iteration 3F: 3 clusters Score -772496.8 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -772843.500000 Penalty: 4546.942871
	Iteration 4F: 3 clusters Score -772843.5 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -773213.687500 Penalty: 4546.942871
	Iteration 5F: 3 clusters Score -773213.7 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -773585.750000 Penalty: 4546.942871
	Iteration 6F: 3 clusters Score -773585.8 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -773922.187500 Penalty: 4546.942871
	Iteration 7F: 3 clusters Score -773922.2 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -774177.312500 Penalty: 4546.942871
	Iteration 8Q: 3 clusters Score -774177.3 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -774406.562500 Penalty: 4546.942871
	Iteration 9Q: 3 clusters Score -774406.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -774601.187500 Penalty: 4546.942871
	Iteration 10Q: 3 clusters Score -774601.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -774735.625000 Penalty: 4546.942871
	Iteration 11Q: 3 clusters Score -774735.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -774832.187500 Penalty: 4546.942871
	Iteration 12Q: 3 clusters Score -774832.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -774892.125000 Penalty: 4546.942871
	Iteration 13Q: 3 clusters Score -774892.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -774927.187500 Penalty: 4546.942871
	Iteration 14Q: 3 clusters Score -774927.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -774955.312500 Penalty: 4546.942871
	Iteration 15Q: 3 clusters Score -774955.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -774991.437500 Penalty: 4546.942871
	Iteration 16Q: 3 clusters Score -774991.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -775021.125000 Penalty: 4546.942871
	Iteration 17Q: 3 clusters Score -775021.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -775034.500000 Penalty: 4546.942871
	Iteration 18Q: 3 clusters Score -775034.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -775046.687500 Penalty: 4546.942871
	Iteration 19Q: 3 clusters Score -775046.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -775059.062500 Penalty: 4546.942871
	Iteration 20F: 3 clusters Score -775059.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -775063.125000 Penalty: 4546.942871
	Iteration 21Q: 3 clusters Score -775063.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -775070.875000 Penalty: 4546.942871
	Iteration 22Q: 3 clusters Score -775070.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -775077.000000 Penalty: 4546.942871
	Iteration 23Q: 3 clusters Score -775077 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -775080.312500 Penalty: 4546.942871
	Iteration 24Q: 3 clusters Score -775080.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -775083.875000 Penalty: 4546.942871
	Iteration 25Q: 3 clusters Score -775083.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -775084.875000 Penalty: 4546.942871
	Iteration 26Q: 3 clusters Score -775084.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -775086.000000 Penalty: 4546.942871
	Iteration 27Q: 3 clusters Score -775086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -775085.875000 Penalty: 4546.942871
	Iteration 28Q: 3 clusters Score -775085.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -775086.437500 Penalty: 4546.942871
	Iteration 29Q: 3 clusters Score -775086.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -775086.437500 Penalty: 4546.942871
	Iteration 30Q: 3 clusters Score -775086.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -775086.437500 Penalty: 4546.942871
	Iteration 31F: 3 clusters Score -775086.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 3093 members 
Mstep: Class 3 contains 85752 members 
Mstep: Class 4 contains 3543 members 
Mstep: Class 5 contains 375096 members 
Mstep: Class 6 contains 4469 members 
Mstep: Class 7 contains 6223 members 
Mstep: Class 8 contains 6829 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28312 members 
Mstep: Class 11 contains 219059 members 
Mstep: Class 12 contains 49160 members 
Mstep: Class 13 contains 154279 members 
Mstep: Class 14 contains 111230 members 
Mstep: Class 15 contains 73228 members 
Mstep: Class 16 contains 89010 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 27470 members 
Mstep: Class 19 contains 4563 members 
Mstep: Class 20 contains 8472 members 
Mstep: Class 21 contains 45388 members 
Mstep: Class 22 contains 28220 members 
Mstep: Class 23 contains 9055 members 
Mstep: Class 24 contains 7635 members 
Mstep: Class 25 contains 24408 members 
Mstep: Class 26 contains 15615 members 
Mstep: Class 27 contains 6078 members 
Mstep: Class 28 contains 7808 members 
Mstep: Class 29 contains 3651 members 
Mstep: Class 30 contains 10035 members 
Mstep: Class 31 contains 25381 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977024.000000 Penalty: 116180.585938
Iteration 199Q: 34 clusters Score -1.11977e+08 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 3093 members 
Mstep: Class 3 contains 85769 members 
Mstep: Class 4 contains 3543 members 
Mstep: Class 5 contains 375156 members 
Mstep: Class 6 contains 4469 members 
Mstep: Class 7 contains 6223 members 
Mstep: Class 8 contains 6830 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28318 members 
Mstep: Class 11 contains 219071 members 
Mstep: Class 12 contains 49162 members 
Mstep: Class 13 contains 154278 members 
Mstep: Class 14 contains 111138 members 
Mstep: Class 15 contains 73228 members 
Mstep: Class 16 contains 89010 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 27467 members 
Mstep: Class 19 contains 4562 members 
Mstep: Class 20 contains 8472 members 
Mstep: Class 21 contains 45389 members 
Mstep: Class 22 contains 28219 members 
Mstep: Class 23 contains 9055 members 
Mstep: Class 24 contains 7635 members 
Mstep: Class 25 contains 24411 members 
Mstep: Class 26 contains 15616 members 
Mstep: Class 27 contains 6078 members 
Mstep: Class 28 contains 7808 members 
Mstep: Class 29 contains 3650 members 
Mstep: Class 30 contains 10034 members 
Mstep: Class 31 contains 25378 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111976888.000000 Penalty: 116180.585938
Iteration 200F: 34 clusters Score -1.119769e+08 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 3093 members 
Mstep: Class 3 contains 85791 members 
Mstep: Class 4 contains 3543 members 
Mstep: Class 5 contains 375232 members 
Mstep: Class 6 contains 4469 members 
Mstep: Class 7 contains 6223 members 
Mstep: Class 8 contains 6828 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28318 members 
Mstep: Class 11 contains 219081 members 
Mstep: Class 12 contains 49162 members 
Mstep: Class 13 contains 154277 members 
Mstep: Class 14 contains 111028 members 
Mstep: Class 15 contains 73230 members 
Mstep: Class 16 contains 89011 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 27466 members 
Mstep: Class 19 contains 4563 members 
Mstep: Class 20 contains 8472 members 
Mstep: Class 21 contains 45389 members 
Mstep: Class 22 contains 28220 members 
Mstep: Class 23 contains 9055 members 
Mstep: Class 24 contains 7635 members 
Mstep: Class 25 contains 24414 members 
Mstep: Class 26 contains 15614 members 
Mstep: Class 27 contains 6078 members 
Mstep: Class 28 contains 7808 members 
Mstep: Class 29 contains 3649 members 
Mstep: Class 30 contains 10033 members 
Mstep: Class 31 contains 25379 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111976896.000000 Penalty: 116180.585938
Iteration 201Q: 34 clusters Score -1.119769e+08 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 3093 members 
Mstep: Class 3 contains 85813 members 
Mstep: Class 4 contains 3543 members 
Mstep: Class 5 contains 375315 members 
Mstep: Class 6 contains 4469 members 
Mstep: Class 7 contains 6224 members 
Mstep: Class 8 contains 6828 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28315 members 
Mstep: Class 11 contains 219095 members 
Mstep: Class 12 contains 49164 members 
Mstep: Class 13 contains 154277 members 
Mstep: Class 14 contains 110916 members 
Mstep: Class 15 contains 73228 members 
Mstep: Class 16 contains 89006 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 27466 members 
Mstep: Class 19 contains 4563 members 
Mstep: Class 20 contains 8472 members 
Mstep: Class 21 contains 45389 members 
Mstep: Class 22 contains 28217 members 
Mstep: Class 23 contains 9055 members 
Mstep: Class 24 contains 7633 members 
Mstep: Class 25 contains 24417 members 
Mstep: Class 26 contains 15612 members 
Mstep: Class 27 contains 6078 members 
Mstep: Class 28 contains 7808 members 
Mstep: Class 29 contains 3649 members 
Mstep: Class 30 contains 10034 members 
Mstep: Class 31 contains 25379 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111976880.000000 Penalty: 116180.585938
Iteration 202Q: 34 clusters Score -1.119769e+08 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 3093 members 
Mstep: Class 3 contains 85830 members 
Mstep: Class 4 contains 3545 members 
Mstep: Class 5 contains 375398 members 
Mstep: Class 6 contains 4469 members 
Mstep: Class 7 contains 6224 members 
Mstep: Class 8 contains 6827 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28314 members 
Mstep: Class 11 contains 219104 members 
Mstep: Class 12 contains 49165 members 
Mstep: Class 13 contains 154275 members 
Mstep: Class 14 contains 110810 members 
Mstep: Class 15 contains 73229 members 
Mstep: Class 16 contains 89009 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 27464 members 
Mstep: Class 19 contains 4563 members 
Mstep: Class 20 contains 8472 members 
Mstep: Class 21 contains 45391 members 
Mstep: Class 22 contains 28209 members 
Mstep: Class 23 contains 9054 members 
Mstep: Class 24 contains 7634 members 
Mstep: Class 25 contains 24417 members 
Mstep: Class 26 contains 15611 members 
Mstep: Class 27 contains 6078 members 
Mstep: Class 28 contains 7808 members 
Mstep: Class 29 contains 3649 members 
Mstep: Class 30 contains 10034 members 
Mstep: Class 31 contains 25380 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111976848.000000 Penalty: 116180.585938
Iteration 203Q: 34 clusters Score -1.119768e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 3093 members 
Mstep: Class 3 contains 85842 members 
Mstep: Class 4 contains 3546 members 
Mstep: Class 5 contains 375472 members 
Mstep: Class 6 contains 4469 members 
Mstep: Class 7 contains 6224 members 
Mstep: Class 8 contains 6827 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28316 members 
Mstep: Class 11 contains 219110 members 
Mstep: Class 12 contains 49167 members 
Mstep: Class 13 contains 154273 members 
Mstep: Class 14 contains 110712 members 
Mstep: Class 15 contains 73230 members 
Mstep: Class 16 contains 89009 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 27462 members 
Mstep: Class 19 contains 4563 members 
Mstep: Class 20 contains 8472 members 
Mstep: Class 21 contains 45393 members 
Mstep: Class 22 contains 28205 members 
Mstep: Class 23 contains 9054 members 
Mstep: Class 24 contains 7635 members 
Mstep: Class 25 contains 24418 members 
Mstep: Class 26 contains 15611 members 
Mstep: Class 27 contains 6078 members 
Mstep: Class 28 contains 7808 members 
Mstep: Class 29 contains 3649 members 
Mstep: Class 30 contains 10035 members 
Mstep: Class 31 contains 25381 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111976880.000000 Penalty: 116180.585938
Iteration 204Q: 34 clusters Score -1.119769e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 3093 members 
Mstep: Class 3 contains 85861 members 
Mstep: Class 4 contains 3546 members 
Mstep: Class 5 contains 375537 members 
Mstep: Class 6 contains 4469 members 
Mstep: Class 7 contains 6223 members 
Mstep: Class 8 contains 6828 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28319 members 
Mstep: Class 11 contains 219112 members 
Mstep: Class 12 contains 49168 members 
Mstep: Class 13 contains 154273 members 
Mstep: Class 14 contains 110621 members 
Mstep: Class 15 contains 73229 members 
Mstep: Class 16 contains 89013 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 27463 members 
Mstep: Class 19 contains 4563 members 
Mstep: Class 20 contains 8472 members 
Mstep: Class 21 contains 45394 members 
Mstep: Class 22 contains 28197 members 
Mstep: Class 23 contains 9053 members 
Mstep: Class 24 contains 7636 members 
Mstep: Class 25 contains 24418 members 
Mstep: Class 26 contains 15611 members 
Mstep: Class 27 contains 6078 members 
Mstep: Class 28 contains 7808 members 
Mstep: Class 29 contains 3649 members 
Mstep: Class 30 contains 10035 members 
Mstep: Class 31 contains 25382 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111976864.000000 Penalty: 116180.585938
Iteration 205Q: 34 clusters Score -1.119769e+08 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 3093 members 
Mstep: Class 3 contains 85878 members 
Mstep: Class 4 contains 3546 members 
Mstep: Class 5 contains 375601 members 
Mstep: Class 6 contains 4469 members 
Mstep: Class 7 contains 6224 members 
Mstep: Class 8 contains 6829 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28320 members 
Mstep: Class 11 contains 219118 members 
Mstep: Class 12 contains 49171 members 
Mstep: Class 13 contains 154273 members 
Mstep: Class 14 contains 110527 members 
Mstep: Class 15 contains 73228 members 
Mstep: Class 16 contains 89011 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 27463 members 
Mstep: Class 19 contains 4563 members 
Mstep: Class 20 contains 8472 members 
Mstep: Class 21 contains 45394 members 
Mstep: Class 22 contains 28196 members 
Mstep: Class 23 contains 9053 members 
Mstep: Class 24 contains 7636 members 
Mstep: Class 25 contains 24418 members 
Mstep: Class 26 contains 15611 members 
Mstep: Class 27 contains 6078 members 
Mstep: Class 28 contains 7808 members 
Mstep: Class 29 contains 3649 members 
Mstep: Class 30 contains 10036 members 
Mstep: Class 31 contains 25383 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111976864.000000 Penalty: 116180.585938
Iteration 206Q: 34 clusters Score -1.119769e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 3093 members 
Mstep: Class 3 contains 85891 members 
Mstep: Class 4 contains 3546 members 
Mstep: Class 5 contains 375664 members 
Mstep: Class 6 contains 4469 members 
Mstep: Class 7 contains 6225 members 
Mstep: Class 8 contains 6830 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28321 members 
Mstep: Class 11 contains 219129 members 
Mstep: Class 12 contains 49172 members 
Mstep: Class 13 contains 154272 members 
Mstep: Class 14 contains 110439 members 
Mstep: Class 15 contains 73228 members 
Mstep: Class 16 contains 89012 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 27461 members 
Mstep: Class 19 contains 4563 members 
Mstep: Class 20 contains 8472 members 
Mstep: Class 21 contains 45393 members 
Mstep: Class 22 contains 28199 members 
Mstep: Class 23 contains 9053 members 
Mstep: Class 24 contains 7635 members 
Mstep: Class 25 contains 24419 members 
Mstep: Class 26 contains 15609 members 
Mstep: Class 27 contains 6078 members 
Mstep: Class 28 contains 7808 members 
Mstep: Class 29 contains 3649 members 
Mstep: Class 30 contains 10036 members 
Mstep: Class 31 contains 25381 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111976928.000000 Penalty: 116180.585938
Iteration 207Q: 34 clusters Score -1.119769e+08 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 3093 members 
Mstep: Class 3 contains 85905 members 
Mstep: Class 4 contains 3546 members 
Mstep: Class 5 contains 375729 members 
Mstep: Class 6 contains 4469 members 
Mstep: Class 7 contains 6226 members 
Mstep: Class 8 contains 6832 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28323 members 
Mstep: Class 11 contains 219125 members 
Mstep: Class 12 contains 49173 members 
Mstep: Class 13 contains 154270 members 
Mstep: Class 14 contains 110351 members 
Mstep: Class 15 contains 73235 members 
Mstep: Class 16 contains 89010 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 27461 members 
Mstep: Class 19 contains 4563 members 
Mstep: Class 20 contains 8472 members 
Mstep: Class 21 contains 45393 members 
Mstep: Class 22 contains 28200 members 
Mstep: Class 23 contains 9053 members 
Mstep: Class 24 contains 7633 members 
Mstep: Class 25 contains 24423 members 
Mstep: Class 26 contains 15608 members 
Mstep: Class 27 contains 6078 members 
Mstep: Class 28 contains 7808 members 
Mstep: Class 29 contains 3649 members 
Mstep: Class 30 contains 10036 members 
Mstep: Class 31 contains 25380 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111976880.000000 Penalty: 116180.585938
Iteration 208Q: 34 clusters Score -1.119769e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 3093 members 
Mstep: Class 3 contains 85913 members 
Mstep: Class 4 contains 3546 members 
Mstep: Class 5 contains 375789 members 
Mstep: Class 6 contains 4469 members 
Mstep: Class 7 contains 6230 members 
Mstep: Class 8 contains 6832 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28324 members 
Mstep: Class 11 contains 219120 members 
Mstep: Class 12 contains 49173 members 
Mstep: Class 13 contains 154271 members 
Mstep: Class 14 contains 110277 members 
Mstep: Class 15 contains 73237 members 
Mstep: Class 16 contains 89010 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 27463 members 
Mstep: Class 19 contains 4563 members 
Mstep: Class 20 contains 8472 members 
Mstep: Class 21 contains 45393 members 
Mstep: Class 22 contains 28197 members 
Mstep: Class 23 contains 9053 members 
Mstep: Class 24 contains 7634 members 
Mstep: Class 25 contains 24424 members 
Mstep: Class 26 contains 15611 members 
Mstep: Class 27 contains 6078 members 
Mstep: Class 28 contains 7808 members 
Mstep: Class 29 contains 3649 members 
Mstep: Class 30 contains 10036 members 
Mstep: Class 31 contains 25378 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111976880.000000 Penalty: 116180.585938
Iteration 209Q: 34 clusters Score -1.119769e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 3093 members 
Mstep: Class 3 contains 85925 members 
Mstep: Class 4 contains 3546 members 
Mstep: Class 5 contains 375851 members 
Mstep: Class 6 contains 4469 members 
Mstep: Class 7 contains 6230 members 
Mstep: Class 8 contains 6831 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28326 members 
Mstep: Class 11 contains 219118 members 
Mstep: Class 12 contains 49176 members 
Mstep: Class 13 contains 154270 members 
Mstep: Class 14 contains 110200 members 
Mstep: Class 15 contains 73235 members 
Mstep: Class 16 contains 89012 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 27463 members 
Mstep: Class 19 contains 4563 members 
Mstep: Class 20 contains 8472 members 
Mstep: Class 21 contains 45393 members 
Mstep: Class 22 contains 28194 members 
Mstep: Class 23 contains 9053 members 
Mstep: Class 24 contains 7634 members 
Mstep: Class 25 contains 24426 members 
Mstep: Class 26 contains 15612 members 
Mstep: Class 27 contains 6078 members 
Mstep: Class 28 contains 7809 members 
Mstep: Class 29 contains 3649 members 
Mstep: Class 30 contains 10036 members 
Mstep: Class 31 contains 25378 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111976816.000000 Penalty: 116180.585938
Iteration 210Q: 34 clusters Score -1.119768e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 3093 members 
Mstep: Class 3 contains 85939 members 
Mstep: Class 4 contains 3546 members 
Mstep: Class 5 contains 375904 members 
Mstep: Class 6 contains 4469 members 
Mstep: Class 7 contains 6231 members 
Mstep: Class 8 contains 6830 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28326 members 
Mstep: Class 11 contains 219124 members 
Mstep: Class 12 contains 49178 members 
Mstep: Class 13 contains 154270 members 
Mstep: Class 14 contains 110126 members 
Mstep: Class 15 contains 73234 members 
Mstep: Class 16 contains 89016 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 27460 members 
Mstep: Class 19 contains 4563 members 
Mstep: Class 20 contains 8472 members 
Mstep: Class 21 contains 45391 members 
Mstep: Class 22 contains 28193 members 
Mstep: Class 23 contains 9053 members 
Mstep: Class 24 contains 7633 members 
Mstep: Class 25 contains 24427 members 
Mstep: Class 26 contains 15611 members 
Mstep: Class 27 contains 6078 members 
Mstep: Class 28 contains 7810 members 
Mstep: Class 29 contains 3649 members 
Mstep: Class 30 contains 10036 members 
Mstep: Class 31 contains 25379 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111976720.000000 Penalty: 116180.585938
Iteration 211Q: 34 clusters Score -1.119767e+08 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 3093 members 
Mstep: Class 3 contains 85959 members 
Mstep: Class 4 contains 3546 members 
Mstep: Class 5 contains 375963 members 
Mstep: Class 6 contains 4469 members 
Mstep: Class 7 contains 6231 members 
Mstep: Class 8 contains 6831 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28324 members 
Mstep: Class 11 contains 219126 members 
Mstep: Class 12 contains 49180 members 
Mstep: Class 13 contains 154270 members 
Mstep: Class 14 contains 110037 members 
Mstep: Class 15 contains 73236 members 
Mstep: Class 16 contains 89017 members 
Mstep: Class 17 contains 2135 members 
Mstep: Class 18 contains 27460 members 
Mstep: Class 19 contains 4563 members 
Mstep: Class 20 contains 8472 members 
Mstep: Class 21 contains 45392 members 
Mstep: Class 22 contains 28189 members 
Mstep: Class 23 contains 9053 members 
Mstep: Class 24 contains 7633 members 
Mstep: Class 25 contains 24429 members 
Mstep: Class 26 contains 15609 members 
Mstep: Class 27 contains 6078 members 
Mstep: Class 28 contains 7811 members 
Mstep: Class 29 contains 3649 members 
Mstep: Class 30 contains 10036 members 
Mstep: Class 31 contains 25381 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111976800.000000 Penalty: 116180.585938
Iteration 212Q: 34 clusters Score -1.119768e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 3093 members 
Mstep: Class 3 contains 85979 members 
Mstep: Class 4 contains 3546 members 
Mstep: Class 5 contains 376005 members 
Mstep: Class 6 contains 4469 members 
Mstep: Class 7 contains 6232 members 
Mstep: Class 8 contains 6831 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28323 members 
Mstep: Class 11 contains 219139 members 
Mstep: Class 12 contains 49182 members 
Mstep: Class 13 contains 154268 members 
Mstep: Class 14 contains 109965 members 
Mstep: Class 15 contains 73238 members 
Mstep: Class 16 contains 89015 members 
Mstep: Class 17 contains 2133 members 
Mstep: Class 18 contains 27459 members 
Mstep: Class 19 contains 4563 members 
Mstep: Class 20 contains 8472 members 
Mstep: Class 21 contains 45389 members 
Mstep: Class 22 contains 28183 members 
Mstep: Class 23 contains 9053 members 
Mstep: Class 24 contains 7633 members 
Mstep: Class 25 contains 24431 members 
Mstep: Class 26 contains 15608 members 
Mstep: Class 27 contains 6078 members 
Mstep: Class 28 contains 7813 members 
Mstep: Class 29 contains 3649 members 
Mstep: Class 30 contains 10036 members 
Mstep: Class 31 contains 25380 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111976808.000000 Penalty: 116180.585938
Iteration 213Q: 34 clusters Score -1.119768e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 3093 members 
Mstep: Class 3 contains 85997 members 
Mstep: Class 4 contains 3546 members 
Mstep: Class 5 contains 376053 members 
Mstep: Class 6 contains 4469 members 
Mstep: Class 7 contains 6232 members 
Mstep: Class 8 contains 6831 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28323 members 
Mstep: Class 11 contains 219137 members 
Mstep: Class 12 contains 49184 members 
Mstep: Class 13 contains 154268 members 
Mstep: Class 14 contains 109904 members 
Mstep: Class 15 contains 73238 members 
Mstep: Class 16 contains 89013 members 
Mstep: Class 17 contains 2133 members 
Mstep: Class 18 contains 27460 members 
Mstep: Class 19 contains 4563 members 
Mstep: Class 20 contains 8472 members 
Mstep: Class 21 contains 45389 members 
Mstep: Class 22 contains 28176 members 
Mstep: Class 23 contains 9053 members 
Mstep: Class 24 contains 7633 members 
Mstep: Class 25 contains 24432 members 
Mstep: Class 26 contains 15607 members 
Mstep: Class 27 contains 6078 members 
Mstep: Class 28 contains 7813 members 
Mstep: Class 29 contains 3649 members 
Mstep: Class 30 contains 10036 members 
Mstep: Class 31 contains 25379 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111976792.000000 Penalty: 116180.585938
Iteration 214Q: 34 clusters Score -1.119768e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 3093 members 
Mstep: Class 3 contains 86021 members 
Mstep: Class 4 contains 3546 members 
Mstep: Class 5 contains 376096 members 
Mstep: Class 6 contains 4469 members 
Mstep: Class 7 contains 6232 members 
Mstep: Class 8 contains 6832 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28323 members 
Mstep: Class 11 contains 219133 members 
Mstep: Class 12 contains 49184 members 
Mstep: Class 13 contains 154268 members 
Mstep: Class 14 contains 109847 members 
Mstep: Class 15 contains 73238 members 
Mstep: Class 16 contains 89011 members 
Mstep: Class 17 contains 2133 members 
Mstep: Class 18 contains 27462 members 
Mstep: Class 19 contains 4563 members 
Mstep: Class 20 contains 8472 members 
Mstep: Class 21 contains 45389 members 
Mstep: Class 22 contains 28167 members 
Mstep: Class 23 contains 9053 members 
Mstep: Class 24 contains 7633 members 
Mstep: Class 25 contains 24432 members 
Mstep: Class 26 contains 15607 members 
Mstep: Class 27 contains 6078 members 
Mstep: Class 28 contains 7813 members 
Mstep: Class 29 contains 3649 members 
Mstep: Class 30 contains 10036 members 
Mstep: Class 31 contains 25379 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111976896.000000 Penalty: 116180.585938
Iteration 215Q: 34 clusters Score -1.119769e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 3092 members 
Mstep: Class 3 contains 86043 members 
Mstep: Class 4 contains 3546 members 
Mstep: Class 5 contains 376130 members 
Mstep: Class 6 contains 4469 members 
Mstep: Class 7 contains 6233 members 
Mstep: Class 8 contains 6832 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28325 members 
Mstep: Class 11 contains 219134 members 
Mstep: Class 12 contains 49185 members 
Mstep: Class 13 contains 154268 members 
Mstep: Class 14 contains 109792 members 
Mstep: Class 15 contains 73239 members 
Mstep: Class 16 contains 89013 members 
Mstep: Class 17 contains 2133 members 
Mstep: Class 18 contains 27462 members 
Mstep: Class 19 contains 4563 members 
Mstep: Class 20 contains 8472 members 
Mstep: Class 21 contains 45389 members 
Mstep: Class 22 contains 28157 members 
Mstep: Class 23 contains 9053 members 
Mstep: Class 24 contains 7633 members 
Mstep: Class 25 contains 24431 members 
Mstep: Class 26 contains 15607 members 
Mstep: Class 27 contains 6078 members 
Mstep: Class 28 contains 7813 members 
Mstep: Class 29 contains 3649 members 
Mstep: Class 30 contains 10036 members 
Mstep: Class 31 contains 25379 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111976824.000000 Penalty: 116180.585938
Iteration 216Q: 34 clusters Score -1.119768e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 3092 members 
Mstep: Class 3 contains 86062 members 
Mstep: Class 4 contains 3546 members 
Mstep: Class 5 contains 376165 members 
Mstep: Class 6 contains 4469 members 
Mstep: Class 7 contains 6233 members 
Mstep: Class 8 contains 6832 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28326 members 
Mstep: Class 11 contains 219126 members 
Mstep: Class 12 contains 49189 members 
Mstep: Class 13 contains 154268 members 
Mstep: Class 14 contains 109741 members 
Mstep: Class 15 contains 73238 members 
Mstep: Class 16 contains 89016 members 
Mstep: Class 17 contains 2133 members 
Mstep: Class 18 contains 27462 members 
Mstep: Class 19 contains 4563 members 
Mstep: Class 20 contains 8472 members 
Mstep: Class 21 contains 45389 members 
Mstep: Class 22 contains 28151 members 
Mstep: Class 23 contains 9053 members 
Mstep: Class 24 contains 7633 members 
Mstep: Class 25 contains 24431 members 
Mstep: Class 26 contains 15607 members 
Mstep: Class 27 contains 6078 members 
Mstep: Class 28 contains 7813 members 
Mstep: Class 29 contains 3649 members 
Mstep: Class 30 contains 10036 members 
Mstep: Class 31 contains 25379 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111976856.000000 Penalty: 116180.585938
Iteration 217Q: 34 clusters Score -1.119769e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 3092 members 
Mstep: Class 3 contains 86086 members 
Mstep: Class 4 contains 3546 members 
Mstep: Class 5 contains 376187 members 
Mstep: Class 6 contains 4469 members 
Mstep: Class 7 contains 6234 members 
Mstep: Class 8 contains 6832 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28328 members 
Mstep: Class 11 contains 219124 members 
Mstep: Class 12 contains 49193 members 
Mstep: Class 13 contains 154268 members 
Mstep: Class 14 contains 109686 members 
Mstep: Class 15 contains 73236 members 
Mstep: Class 16 contains 89017 members 
Mstep: Class 17 contains 2133 members 
Mstep: Class 18 contains 27464 members 
Mstep: Class 19 contains 4563 members 
Mstep: Class 20 contains 8472 members 
Mstep: Class 21 contains 45389 members 
Mstep: Class 22 contains 28147 members 
Mstep: Class 23 contains 9053 members 
Mstep: Class 24 contains 7633 members 
Mstep: Class 25 contains 24431 members 
Mstep: Class 26 contains 15608 members 
Mstep: Class 27 contains 6078 members 
Mstep: Class 28 contains 7813 members 
Mstep: Class 29 contains 3648 members 
Mstep: Class 30 contains 10036 members 
Mstep: Class 31 contains 25379 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111976848.000000 Penalty: 116180.585938
Iteration 218Q: 34 clusters Score -1.119768e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 3092 members 
Mstep: Class 3 contains 86107 members 
Mstep: Class 4 contains 3546 members 
Mstep: Class 5 contains 376217 members 
Mstep: Class 6 contains 4469 members 
Mstep: Class 7 contains 6232 members 
Mstep: Class 8 contains 6832 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28326 members 
Mstep: Class 11 contains 219127 members 
Mstep: Class 12 contains 49198 members 
Mstep: Class 13 contains 154267 members 
Mstep: Class 14 contains 109635 members 
Mstep: Class 15 contains 73235 members 
Mstep: Class 16 contains 89013 members 
Mstep: Class 17 contains 2133 members 
Mstep: Class 18 contains 27467 members 
Mstep: Class 19 contains 4563 members 
Mstep: Class 20 contains 8472 members 
Mstep: Class 21 contains 45391 members 
Mstep: Class 22 contains 28141 members 
Mstep: Class 23 contains 9053 members 
Mstep: Class 24 contains 7633 members 
Mstep: Class 25 contains 24431 members 
Mstep: Class 26 contains 15608 members 
Mstep: Class 27 contains 6078 members 
Mstep: Class 28 contains 7813 members 
Mstep: Class 29 contains 3648 members 
Mstep: Class 30 contains 10036 members 
Mstep: Class 31 contains 25380 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111976896.000000 Penalty: 116180.585938
Iteration 219Q: 34 clusters Score -1.119769e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 3092 members 
Mstep: Class 3 contains 86125 members 
Mstep: Class 4 contains 3546 members 
Mstep: Class 5 contains 376242 members 
Mstep: Class 6 contains 4469 members 
Mstep: Class 7 contains 6230 members 
Mstep: Class 8 contains 6832 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28324 members 
Mstep: Class 11 contains 219128 members 
Mstep: Class 12 contains 49201 members 
Mstep: Class 13 contains 154268 members 
Mstep: Class 14 contains 109588 members 
Mstep: Class 15 contains 73235 members 
Mstep: Class 16 contains 89012 members 
Mstep: Class 17 contains 2133 members 
Mstep: Class 18 contains 27469 members 
Mstep: Class 19 contains 4563 members 
Mstep: Class 20 contains 8472 members 
Mstep: Class 21 contains 45394 members 
Mstep: Class 22 contains 28139 members 
Mstep: Class 23 contains 9053 members 
Mstep: Class 24 contains 7633 members 
Mstep: Class 25 contains 24432 members 
Mstep: Class 26 contains 15608 members 
Mstep: Class 27 contains 6078 members 
Mstep: Class 28 contains 7814 members 
Mstep: Class 29 contains 3648 members 
Mstep: Class 30 contains 10032 members 
Mstep: Class 31 contains 25382 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111976856.000000 Penalty: 116180.585938
Iteration 220F: 34 clusters Score -1.119769e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 3092 members 
Mstep: Class 3 contains 86141 members 
Mstep: Class 4 contains 3546 members 
Mstep: Class 5 contains 376263 members 
Mstep: Class 6 contains 4469 members 
Mstep: Class 7 contains 6231 members 
Mstep: Class 8 contains 6832 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28324 members 
Mstep: Class 11 contains 219132 members 
Mstep: Class 12 contains 49203 members 
Mstep: Class 13 contains 154267 members 
Mstep: Class 14 contains 109539 members 
Mstep: Class 15 contains 73235 members 
Mstep: Class 16 contains 89012 members 
Mstep: Class 17 contains 2133 members 
Mstep: Class 18 contains 27470 members 
Mstep: Class 19 contains 4563 members 
Mstep: Class 20 contains 8472 members 
Mstep: Class 21 contains 45393 members 
Mstep: Class 22 contains 28136 members 
Mstep: Class 23 contains 9053 members 
Mstep: Class 24 contains 7634 members 
Mstep: Class 25 contains 24433 members 
Mstep: Class 26 contains 15608 members 
Mstep: Class 27 contains 6078 members 
Mstep: Class 28 contains 7815 members 
Mstep: Class 29 contains 3648 members 
Mstep: Class 30 contains 10032 members 
Mstep: Class 31 contains 25383 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111976904.000000 Penalty: 116180.585938
Iteration 221Q: 34 clusters Score -1.119769e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 3092 members 
Mstep: Class 3 contains 86161 members 
Mstep: Class 4 contains 3546 members 
Mstep: Class 5 contains 376291 members 
Mstep: Class 6 contains 4469 members 
Mstep: Class 7 contains 6231 members 
Mstep: Class 8 contains 6832 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28324 members 
Mstep: Class 11 contains 219136 members 
Mstep: Class 12 contains 49207 members 
Mstep: Class 13 contains 154267 members 
Mstep: Class 14 contains 109479 members 
Mstep: Class 15 contains 73234 members 
Mstep: Class 16 contains 89014 members 
Mstep: Class 17 contains 2133 members 
Mstep: Class 18 contains 27470 members 
Mstep: Class 19 contains 4563 members 
Mstep: Class 20 contains 8472 members 
Mstep: Class 21 contains 45391 members 
Mstep: Class 22 contains 28134 members 
Mstep: Class 23 contains 9053 members 
Mstep: Class 24 contains 7635 members 
Mstep: Class 25 contains 24433 members 
Mstep: Class 26 contains 15609 members 
Mstep: Class 27 contains 6078 members 
Mstep: Class 28 contains 7815 members 
Mstep: Class 29 contains 3648 members 
Mstep: Class 30 contains 10033 members 
Mstep: Class 31 contains 25383 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111976840.000000 Penalty: 116180.585938
Iteration 222Q: 34 clusters Score -1.119768e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 3092 members 
Mstep: Class 3 contains 86190 members 
Mstep: Class 4 contains 3546 members 
Mstep: Class 5 contains 376303 members 
Mstep: Class 6 contains 4469 members 
Mstep: Class 7 contains 6231 members 
Mstep: Class 8 contains 6832 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28326 members 
Mstep: Class 11 contains 219140 members 
Mstep: Class 12 contains 49211 members 
Mstep: Class 13 contains 154267 members 
Mstep: Class 14 contains 109422 members 
Mstep: Class 15 contains 73236 members 
Mstep: Class 16 contains 89015 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 27469 members 
Mstep: Class 19 contains 4563 members 
Mstep: Class 20 contains 8472 members 
Mstep: Class 21 contains 45389 members 
Mstep: Class 22 contains 28132 members 
Mstep: Class 23 contains 9053 members 
Mstep: Class 24 contains 7636 members 
Mstep: Class 25 contains 24433 members 
Mstep: Class 26 contains 15609 members 
Mstep: Class 27 contains 6078 members 
Mstep: Class 28 contains 7815 members 
Mstep: Class 29 contains 3648 members 
Mstep: Class 30 contains 10034 members 
Mstep: Class 31 contains 25383 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111976840.000000 Penalty: 116180.585938
Iteration 223Q: 34 clusters Score -1.119768e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 3092 members 
Mstep: Class 3 contains 86220 members 
Mstep: Class 4 contains 3546 members 
Mstep: Class 5 contains 376328 members 
Mstep: Class 6 contains 4469 members 
Mstep: Class 7 contains 6231 members 
Mstep: Class 8 contains 6833 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28327 members 
Mstep: Class 11 contains 219142 members 
Mstep: Class 12 contains 49215 members 
Mstep: Class 13 contains 154267 members 
Mstep: Class 14 contains 109363 members 
Mstep: Class 15 contains 73236 members 
Mstep: Class 16 contains 89012 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 27469 members 
Mstep: Class 19 contains 4563 members 
Mstep: Class 20 contains 8472 members 
Mstep: Class 21 contains 45387 members 
Mstep: Class 22 contains 28128 members 
Mstep: Class 23 contains 9053 members 
Mstep: Class 24 contains 7636 members 
Mstep: Class 25 contains 24435 members 
Mstep: Class 26 contains 15609 members 
Mstep: Class 27 contains 6078 members 
Mstep: Class 28 contains 7815 members 
Mstep: Class 29 contains 3648 members 
Mstep: Class 30 contains 10035 members 
Mstep: Class 31 contains 25382 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111976816.000000 Penalty: 116180.585938
Iteration 224Q: 34 clusters Score -1.119768e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 3092 members 
Mstep: Class 3 contains 86237 members 
Mstep: Class 4 contains 3546 members 
Mstep: Class 5 contains 376354 members 
Mstep: Class 6 contains 4469 members 
Mstep: Class 7 contains 6231 members 
Mstep: Class 8 contains 6833 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28326 members 
Mstep: Class 11 contains 219144 members 
Mstep: Class 12 contains 49221 members 
Mstep: Class 13 contains 154268 members 
Mstep: Class 14 contains 109318 members 
Mstep: Class 15 contains 73236 members 
Mstep: Class 16 contains 89010 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 27470 members 
Mstep: Class 19 contains 4563 members 
Mstep: Class 20 contains 8472 members 
Mstep: Class 21 contains 45386 members 
Mstep: Class 22 contains 28124 members 
Mstep: Class 23 contains 9053 members 
Mstep: Class 24 contains 7636 members 
Mstep: Class 25 contains 24436 members 
Mstep: Class 26 contains 15609 members 
Mstep: Class 27 contains 6078 members 
Mstep: Class 28 contains 7815 members 
Mstep: Class 29 contains 3648 members 
Mstep: Class 30 contains 10033 members 
Mstep: Class 31 contains 25380 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111976880.000000 Penalty: 116180.585938
Iteration 225Q: 34 clusters Score -1.119769e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 3092 members 
Mstep: Class 3 contains 86258 members 
Mstep: Class 4 contains 3546 members 
Mstep: Class 5 contains 376368 members 
Mstep: Class 6 contains 4469 members 
Mstep: Class 7 contains 6231 members 
Mstep: Class 8 contains 6833 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28325 members 
Mstep: Class 11 contains 219147 members 
Mstep: Class 12 contains 49227 members 
Mstep: Class 13 contains 154267 members 
Mstep: Class 14 contains 109276 members 
Mstep: Class 15 contains 73237 members 
Mstep: Class 16 contains 89009 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 27472 members 
Mstep: Class 19 contains 4563 members 
Mstep: Class 20 contains 8472 members 
Mstep: Class 21 contains 45387 members 
Mstep: Class 22 contains 28122 members 
Mstep: Class 23 contains 9053 members 
Mstep: Class 24 contains 7636 members 
Mstep: Class 25 contains 24435 members 
Mstep: Class 26 contains 15609 members 
Mstep: Class 27 contains 6078 members 
Mstep: Class 28 contains 7815 members 
Mstep: Class 29 contains 3648 members 
Mstep: Class 30 contains 10031 members 
Mstep: Class 31 contains 25380 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111976912.000000 Penalty: 116180.585938
Iteration 226Q: 34 clusters Score -1.119769e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 3092 members 
Mstep: Class 3 contains 86282 members 
Mstep: Class 4 contains 3546 members 
Mstep: Class 5 contains 376383 members 
Mstep: Class 6 contains 4469 members 
Mstep: Class 7 contains 6231 members 
Mstep: Class 8 contains 6831 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28325 members 
Mstep: Class 11 contains 219149 members 
Mstep: Class 12 contains 49233 members 
Mstep: Class 13 contains 154268 members 
Mstep: Class 14 contains 109224 members 
Mstep: Class 15 contains 73237 members 
Mstep: Class 16 contains 89015 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 27470 members 
Mstep: Class 19 contains 4563 members 
Mstep: Class 20 contains 8472 members 
Mstep: Class 21 contains 45386 members 
Mstep: Class 22 contains 28120 members 
Mstep: Class 23 contains 9053 members 
Mstep: Class 24 contains 7636 members 
Mstep: Class 25 contains 24436 members 
Mstep: Class 26 contains 15608 members 
Mstep: Class 27 contains 6078 members 
Mstep: Class 28 contains 7815 members 
Mstep: Class 29 contains 3648 members 
Mstep: Class 30 contains 10032 members 
Mstep: Class 31 contains 25377 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111976912.000000 Penalty: 116180.585938
Iteration 227Q: 34 clusters Score -1.119769e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 3092 members 
Mstep: Class 3 contains 86307 members 
Mstep: Class 4 contains 3546 members 
Mstep: Class 5 contains 376390 members 
Mstep: Class 6 contains 4469 members 
Mstep: Class 7 contains 6231 members 
Mstep: Class 8 contains 6832 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28324 members 
Mstep: Class 11 contains 219151 members 
Mstep: Class 12 contains 49236 members 
Mstep: Class 13 contains 154269 members 
Mstep: Class 14 contains 109173 members 
Mstep: Class 15 contains 73237 members 
Mstep: Class 16 contains 89017 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 27470 members 
Mstep: Class 19 contains 4563 members 
Mstep: Class 20 contains 8472 members 
Mstep: Class 21 contains 45384 members 
Mstep: Class 22 contains 28122 members 
Mstep: Class 23 contains 9053 members 
Mstep: Class 24 contains 7636 members 
Mstep: Class 25 contains 24436 members 
Mstep: Class 26 contains 15609 members 
Mstep: Class 27 contains 6078 members 
Mstep: Class 28 contains 7815 members 
Mstep: Class 29 contains 3647 members 
Mstep: Class 30 contains 10034 members 
Mstep: Class 31 contains 25377 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111976960.000000 Penalty: 116180.585938
Iteration 228Q: 34 clusters Score -1.11977e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 3092 members 
Mstep: Class 3 contains 86330 members 
Mstep: Class 4 contains 3546 members 
Mstep: Class 5 contains 376411 members 
Mstep: Class 6 contains 4469 members 
Mstep: Class 7 contains 6231 members 
Mstep: Class 8 contains 6831 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28326 members 
Mstep: Class 11 contains 219155 members 
Mstep: Class 12 contains 49236 members 
Mstep: Class 13 contains 154270 members 
Mstep: Class 14 contains 109114 members 
Mstep: Class 15 contains 73237 members 
Mstep: Class 16 contains 89018 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 27469 members 
Mstep: Class 19 contains 4563 members 
Mstep: Class 20 contains 8472 members 
Mstep: Class 21 contains 45383 members 
Mstep: Class 22 contains 28128 members 
Mstep: Class 23 contains 9053 members 
Mstep: Class 24 contains 7637 members 
Mstep: Class 25 contains 24436 members 
Mstep: Class 26 contains 15611 members 
Mstep: Class 27 contains 6078 members 
Mstep: Class 28 contains 7815 members 
Mstep: Class 29 contains 3647 members 
Mstep: Class 30 contains 10034 members 
Mstep: Class 31 contains 25375 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111976952.000000 Penalty: 116180.585938
Iteration 229Q: 34 clusters Score -1.11977e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 3092 members 
Mstep: Class 3 contains 86350 members 
Mstep: Class 4 contains 3546 members 
Mstep: Class 5 contains 376429 members 
Mstep: Class 6 contains 4469 members 
Mstep: Class 7 contains 6230 members 
Mstep: Class 8 contains 6832 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28328 members 
Mstep: Class 11 contains 219159 members 
Mstep: Class 12 contains 49237 members 
Mstep: Class 13 contains 154270 members 
Mstep: Class 14 contains 109067 members 
Mstep: Class 15 contains 73238 members 
Mstep: Class 16 contains 89018 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 27469 members 
Mstep: Class 19 contains 4563 members 
Mstep: Class 20 contains 8472 members 
Mstep: Class 21 contains 45383 members 
Mstep: Class 22 contains 28131 members 
Mstep: Class 23 contains 9053 members 
Mstep: Class 24 contains 7637 members 
Mstep: Class 25 contains 24432 members 
Mstep: Class 26 contains 15611 members 
Mstep: Class 27 contains 6078 members 
Mstep: Class 28 contains 7815 members 
Mstep: Class 29 contains 3647 members 
Mstep: Class 30 contains 10034 members 
Mstep: Class 31 contains 25374 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111976944.000000 Penalty: 116180.585938
Iteration 230Q: 34 clusters Score -1.119769e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 3092 members 
Mstep: Class 3 contains 86366 members 
Mstep: Class 4 contains 3546 members 
Mstep: Class 5 contains 376457 members 
Mstep: Class 6 contains 4469 members 
Mstep: Class 7 contains 6231 members 
Mstep: Class 8 contains 6832 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28330 members 
Mstep: Class 11 contains 219157 members 
Mstep: Class 12 contains 49237 members 
Mstep: Class 13 contains 154270 members 
Mstep: Class 14 contains 109012 members 
Mstep: Class 15 contains 73239 members 
Mstep: Class 16 contains 89019 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 27469 members 
Mstep: Class 19 contains 4563 members 
Mstep: Class 20 contains 8472 members 
Mstep: Class 21 contains 45383 members 
Mstep: Class 22 contains 28137 members 
Mstep: Class 23 contains 9053 members 
Mstep: Class 24 contains 7637 members 
Mstep: Class 25 contains 24432 members 
Mstep: Class 26 contains 15611 members 
Mstep: Class 27 contains 6078 members 
Mstep: Class 28 contains 7815 members 
Mstep: Class 29 contains 3647 members 
Mstep: Class 30 contains 10034 members 
Mstep: Class 31 contains 25373 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111976856.000000 Penalty: 116180.585938
Iteration 231Q: 34 clusters Score -1.119769e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 3092 members 
Mstep: Class 3 contains 86382 members 
Mstep: Class 4 contains 3546 members 
Mstep: Class 5 contains 376487 members 
Mstep: Class 6 contains 4469 members 
Mstep: Class 7 contains 6231 members 
Mstep: Class 8 contains 6831 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28331 members 
Mstep: Class 11 contains 219157 members 
Mstep: Class 12 contains 49237 members 
Mstep: Class 13 contains 154270 members 
Mstep: Class 14 contains 108950 members 
Mstep: Class 15 contains 73242 members 
Mstep: Class 16 contains 89024 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 27471 members 
Mstep: Class 19 contains 4563 members 
Mstep: Class 20 contains 8472 members 
Mstep: Class 21 contains 45383 members 
Mstep: Class 22 contains 28139 members 
Mstep: Class 23 contains 9053 members 
Mstep: Class 24 contains 7637 members 
Mstep: Class 25 contains 24431 members 
Mstep: Class 26 contains 15611 members 
Mstep: Class 27 contains 6078 members 
Mstep: Class 28 contains 7815 members 
Mstep: Class 29 contains 3647 members 
Mstep: Class 30 contains 10034 members 
Mstep: Class 31 contains 25373 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111976928.000000 Penalty: 116180.585938
Iteration 232Q: 34 clusters Score -1.119769e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 3092 members 
Mstep: Class 3 contains 86396 members 
Mstep: Class 4 contains 3546 members 
Mstep: Class 5 contains 376516 members 
Mstep: Class 6 contains 4469 members 
Mstep: Class 7 contains 6231 members 
Mstep: Class 8 contains 6830 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28331 members 
Mstep: Class 11 contains 219155 members 
Mstep: Class 12 contains 49236 members 
Mstep: Class 13 contains 154270 members 
Mstep: Class 14 contains 108905 members 
Mstep: Class 15 contains 73242 members 
Mstep: Class 16 contains 89024 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 27471 members 
Mstep: Class 19 contains 4563 members 
Mstep: Class 20 contains 8472 members 
Mstep: Class 21 contains 45383 members 
Mstep: Class 22 contains 28136 members 
Mstep: Class 23 contains 9053 members 
Mstep: Class 24 contains 7637 members 
Mstep: Class 25 contains 24435 members 
Mstep: Class 26 contains 15611 members 
Mstep: Class 27 contains 6078 members 
Mstep: Class 28 contains 7815 members 
Mstep: Class 29 contains 3647 members 
Mstep: Class 30 contains 10035 members 
Mstep: Class 31 contains 25373 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111976920.000000 Penalty: 116180.585938
Iteration 233Q: 34 clusters Score -1.119769e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 3092 members 
Mstep: Class 3 contains 86412 members 
Mstep: Class 4 contains 3546 members 
Mstep: Class 5 contains 376532 members 
Mstep: Class 6 contains 4469 members 
Mstep: Class 7 contains 6231 members 
Mstep: Class 8 contains 6830 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28333 members 
Mstep: Class 11 contains 219165 members 
Mstep: Class 12 contains 49235 members 
Mstep: Class 13 contains 154270 members 
Mstep: Class 14 contains 108854 members 
Mstep: Class 15 contains 73243 members 
Mstep: Class 16 contains 89022 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 27470 members 
Mstep: Class 19 contains 4563 members 
Mstep: Class 20 contains 8472 members 
Mstep: Class 21 contains 45383 members 
Mstep: Class 22 contains 28135 members 
Mstep: Class 23 contains 9053 members 
Mstep: Class 24 contains 7637 members 
Mstep: Class 25 contains 24438 members 
Mstep: Class 26 contains 15613 members 
Mstep: Class 27 contains 6078 members 
Mstep: Class 28 contains 7815 members 
Mstep: Class 29 contains 3647 members 
Mstep: Class 30 contains 10035 members 
Mstep: Class 31 contains 25373 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111976880.000000 Penalty: 116180.585938
Iteration 234Q: 34 clusters Score -1.119769e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 3092 members 
Mstep: Class 3 contains 86423 members 
Mstep: Class 4 contains 3546 members 
Mstep: Class 5 contains 376556 members 
Mstep: Class 6 contains 4469 members 
Mstep: Class 7 contains 6231 members 
Mstep: Class 8 contains 6832 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28333 members 
Mstep: Class 11 contains 219162 members 
Mstep: Class 12 contains 49236 members 
Mstep: Class 13 contains 154271 members 
Mstep: Class 14 contains 108809 members 
Mstep: Class 15 contains 73244 members 
Mstep: Class 16 contains 89023 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 27471 members 
Mstep: Class 19 contains 4563 members 
Mstep: Class 20 contains 8472 members 
Mstep: Class 21 contains 45383 members 
Mstep: Class 22 contains 28137 members 
Mstep: Class 23 contains 9053 members 
Mstep: Class 24 contains 7637 members 
Mstep: Class 25 contains 24438 members 
Mstep: Class 26 contains 15614 members 
Mstep: Class 27 contains 6078 members 
Mstep: Class 28 contains 7815 members 
Mstep: Class 29 contains 3647 members 
Mstep: Class 30 contains 10035 members 
Mstep: Class 31 contains 25372 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111976944.000000 Penalty: 116180.585938
Iteration 235Q: 34 clusters Score -1.119769e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 3092 members 
Mstep: Class 3 contains 86428 members 
Mstep: Class 4 contains 3546 members 
Mstep: Class 5 contains 376585 members 
Mstep: Class 6 contains 4469 members 
Mstep: Class 7 contains 6232 members 
Mstep: Class 8 contains 6832 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28330 members 
Mstep: Class 11 contains 219169 members 
Mstep: Class 12 contains 49237 members 
Mstep: Class 13 contains 154271 members 
Mstep: Class 14 contains 108768 members 
Mstep: Class 15 contains 73244 members 
Mstep: Class 16 contains 89026 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 27474 members 
Mstep: Class 19 contains 4563 members 
Mstep: Class 20 contains 8472 members 
Mstep: Class 21 contains 45383 members 
Mstep: Class 22 contains 28133 members 
Mstep: Class 23 contains 9053 members 
Mstep: Class 24 contains 7637 members 
Mstep: Class 25 contains 24436 members 
Mstep: Class 26 contains 15614 members 
Mstep: Class 27 contains 6078 members 
Mstep: Class 28 contains 7815 members 
Mstep: Class 29 contains 3647 members 
Mstep: Class 30 contains 10036 members 
Mstep: Class 31 contains 25371 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977008.000000 Penalty: 116180.585938
Iteration 236Q: 34 clusters Score -1.11977e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 3092 members 
Mstep: Class 3 contains 86436 members 
Mstep: Class 4 contains 3546 members 
Mstep: Class 5 contains 376614 members 
Mstep: Class 6 contains 4468 members 
Mstep: Class 7 contains 6235 members 
Mstep: Class 8 contains 6831 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28328 members 
Mstep: Class 11 contains 219165 members 
Mstep: Class 12 contains 49237 members 
Mstep: Class 13 contains 154270 members 
Mstep: Class 14 contains 108736 members 
Mstep: Class 15 contains 73244 members 
Mstep: Class 16 contains 89026 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 27475 members 
Mstep: Class 19 contains 4563 members 
Mstep: Class 20 contains 8472 members 
Mstep: Class 21 contains 45383 members 
Mstep: Class 22 contains 28133 members 
Mstep: Class 23 contains 9053 members 
Mstep: Class 24 contains 7637 members 
Mstep: Class 25 contains 24437 members 
Mstep: Class 26 contains 15614 members 
Mstep: Class 27 contains 6078 members 
Mstep: Class 28 contains 7815 members 
Mstep: Class 29 contains 3647 members 
Mstep: Class 30 contains 10036 members 
Mstep: Class 31 contains 25370 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977128.000000 Penalty: 116180.585938
Iteration 237Q: 34 clusters Score -1.119771e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 3092 members 
Mstep: Class 3 contains 86452 members 
Mstep: Class 4 contains 3546 members 
Mstep: Class 5 contains 376639 members 
Mstep: Class 6 contains 4467 members 
Mstep: Class 7 contains 6235 members 
Mstep: Class 8 contains 6831 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28329 members 
Mstep: Class 11 contains 219168 members 
Mstep: Class 12 contains 49237 members 
Mstep: Class 13 contains 154269 members 
Mstep: Class 14 contains 108692 members 
Mstep: Class 15 contains 73243 members 
Mstep: Class 16 contains 89025 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 27476 members 
Mstep: Class 19 contains 4563 members 
Mstep: Class 20 contains 8472 members 
Mstep: Class 21 contains 45383 members 
Mstep: Class 22 contains 28137 members 
Mstep: Class 23 contains 9053 members 
Mstep: Class 24 contains 7636 members 
Mstep: Class 25 contains 24439 members 
Mstep: Class 26 contains 15613 members 
Mstep: Class 27 contains 6078 members 
Mstep: Class 28 contains 7815 members 
Mstep: Class 29 contains 3647 members 
Mstep: Class 30 contains 10036 members 
Mstep: Class 31 contains 25368 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977000.000000 Penalty: 116180.585938
Iteration 238Q: 34 clusters Score -1.11977e+08 nChanged 71
Entering ConstructFrom: 
Score: -111977000.000000 Penalty: 116180.585938
Entering ConstructFrom: 
Trying to split cluster 1 (9726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Entering Unmasked Estep 
Score: -731500.500000 Penalty: 2277.274414
	Iteration 0F: 2 clusters Score -731500.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -723976.937500 Penalty: 4554.548828
	Iteration 0F: 3 clusters Score -723976.9 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -726152.500000 Penalty: 4554.548828
	Iteration 1F: 3 clusters Score -726152.5 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -726539.875000 Penalty: 4554.548828
	Iteration 2F: 3 clusters Score -726539.9 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -726923.125000 Penalty: 4554.548828
	Iteration 3F: 3 clusters Score -726923.1 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -727436.437500 Penalty: 4554.548828
	Iteration 4F: 3 clusters Score -727436.4 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -727964.562500 Penalty: 4554.548828
	Iteration 5F: 3 clusters Score -727964.6 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -728458.437500 Penalty: 4554.548828
	Iteration 6F: 3 clusters Score -728458.4 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -728878.312500 Penalty: 4554.548828
	Iteration 7F: 3 clusters Score -728878.3 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -729172.000000 Penalty: 4554.548828
	Iteration 8Q: 3 clusters Score -729172 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -729413.062500 Penalty: 4554.548828
	Iteration 9Q: 3 clusters Score -729413.1 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -729596.062500 Penalty: 4554.548828
	Iteration 10Q: 3 clusters Score -729596.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -729743.687500 Penalty: 4554.548828
	Iteration 11Q: 3 clusters Score -729743.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -729858.062500 Penalty: 4554.548828
	Iteration 12Q: 3 clusters Score -729858.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -729951.250000 Penalty: 4554.548828
	Iteration 13Q: 3 clusters Score -729951.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -730034.375000 Penalty: 4554.548828
	Iteration 14Q: 3 clusters Score -730034.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -730123.625000 Penalty: 4554.548828
	Iteration 15Q: 3 clusters Score -730123.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -730218.687500 Penalty: 4554.548828
	Iteration 16Q: 3 clusters Score -730218.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -730320.187500 Penalty: 4554.548828
	Iteration 17Q: 3 clusters Score -730320.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -730433.125000 Penalty: 4554.548828
	Iteration 18Q: 3 clusters Score -730433.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -730528.250000 Penalty: 4554.548828
	Iteration 19Q: 3 clusters Score -730528.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -730629.437500 Penalty: 4554.548828
	Iteration 20F: 3 clusters Score -730629.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -730723.687500 Penalty: 4554.548828
	Iteration 21Q: 3 clusters Score -730723.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -730802.812500 Penalty: 4554.548828
	Iteration 22Q: 3 clusters Score -730802.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -730858.937500 Penalty: 4554.548828
	Iteration 23Q: 3 clusters Score -730858.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -730899.812500 Penalty: 4554.548828
	Iteration 24Q: 3 clusters Score -730899.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -730936.312500 Penalty: 4554.548828
	Iteration 25Q: 3 clusters Score -730936.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -730965.687500 Penalty: 4554.548828
	Iteration 26Q: 3 clusters Score -730965.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -731004.562500 Penalty: 4554.548828
	Iteration 27Q: 3 clusters Score -731004.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -731047.937500 Penalty: 4554.548828
	Iteration 28Q: 3 clusters Score -731047.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -731094.937500 Penalty: 4554.548828
	Iteration 29Q: 3 clusters Score -731094.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -731160.625000 Penalty: 4554.548828
	Iteration 30Q: 3 clusters Score -731160.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -731229.687500 Penalty: 4554.548828
	Iteration 31Q: 3 clusters Score -731229.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -731278.312500 Penalty: 4554.548828
	Iteration 32Q: 3 clusters Score -731278.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -731309.187500 Penalty: 4554.548828
	Iteration 33Q: 3 clusters Score -731309.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -731339.125000 Penalty: 4554.548828
	Iteration 34Q: 3 clusters Score -731339.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -731364.000000 Penalty: 4554.548828
	Iteration 35Q: 3 clusters Score -731364 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -731384.750000 Penalty: 4554.548828
	Iteration 36Q: 3 clusters Score -731384.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -731395.562500 Penalty: 4554.548828
	Iteration 37Q: 3 clusters Score -731395.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -731400.812500 Penalty: 4554.548828
	Iteration 38Q: 3 clusters Score -731400.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -731405.250000 Penalty: 4554.548828
	Iteration 39Q: 3 clusters Score -731405.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -731408.312500 Penalty: 4554.548828
	Iteration 40F: 3 clusters Score -731408.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -731413.062500 Penalty: 4554.548828
	Iteration 41Q: 3 clusters Score -731413.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -731412.562500 Penalty: 4554.548828
	Iteration 42Q: 3 clusters Score -731412.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -731415.187500 Penalty: 4554.548828
	Iteration 43Q: 3 clusters Score -731415.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -731414.375000 Penalty: 4554.548828
	Iteration 44Q: 3 clusters Score -731414.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -731413.812500 Penalty: 4554.548828
	Iteration 45Q: 3 clusters Score -731413.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -731413.812500 Penalty: 4554.548828
	Iteration 46F: 3 clusters Score -731413.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Entering Unmasked Estep 
Score: -194099.375000 Penalty: 1992.989990
	Iteration 0F: 2 clusters Score -194099.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -190854.953125 Penalty: 3985.979980
	Iteration 0F: 3 clusters Score -190855 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -191983.968750 Penalty: 3985.979980
	Iteration 1F: 3 clusters Score -191984 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -192615.468750 Penalty: 3985.979980
	Iteration 2F: 3 clusters Score -192615.5 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -193066.312500 Penalty: 3985.979980
	Iteration 3F: 3 clusters Score -193066.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -193423.609375 Penalty: 3985.979980
	Iteration 4F: 3 clusters Score -193423.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -193647.187500 Penalty: 3985.979980
	Iteration 5F: 3 clusters Score -193647.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -193791.265625 Penalty: 3985.979980
	Iteration 6Q: 3 clusters Score -193791.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -193872.546875 Penalty: 3985.979980
	Iteration 7Q: 3 clusters Score -193872.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -193917.281250 Penalty: 3985.979980
	Iteration 8Q: 3 clusters Score -193917.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -193936.828125 Penalty: 3985.979980
	Iteration 9Q: 3 clusters Score -193936.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -193949.171875 Penalty: 3985.979980
	Iteration 10Q: 3 clusters Score -193949.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -193956.125000 Penalty: 3985.979980
	Iteration 11Q: 3 clusters Score -193956.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -193957.359375 Penalty: 3985.979980
	Iteration 12Q: 3 clusters Score -193957.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -193958.375000 Penalty: 3985.979980
	Iteration 13Q: 3 clusters Score -193958.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -193960.984375 Penalty: 3985.979980
	Iteration 14Q: 3 clusters Score -193961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -193960.875000 Penalty: 3985.979980
	Iteration 15Q: 3 clusters Score -193960.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -193965.375000 Penalty: 3985.979980
	Iteration 16Q: 3 clusters Score -193965.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -193966.515625 Penalty: 3985.979980
	Iteration 17Q: 3 clusters Score -193966.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -193968.156250 Penalty: 3985.979980
	Iteration 18Q: 3 clusters Score -193968.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -193968.500000 Penalty: 3985.979980
	Iteration 19Q: 3 clusters Score -193968.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -193971.031250 Penalty: 3985.979980
	Iteration 20F: 3 clusters Score -193971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -193972.234375 Penalty: 3985.979980
	Iteration 21Q: 3 clusters Score -193972.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -193974.015625 Penalty: 3985.979980
	Iteration 22Q: 3 clusters Score -193974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -193975.500000 Penalty: 3985.979980
	Iteration 23Q: 3 clusters Score -193975.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -193976.312500 Penalty: 3985.979980
	Iteration 24Q: 3 clusters Score -193976.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -193976.750000 Penalty: 3985.979980
	Iteration 25Q: 3 clusters Score -193976.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -193976.750000 Penalty: 3985.979980
	Iteration 26F: 3 clusters Score -193976.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (86465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86465 members 
Entering Unmasked Estep 
Score: -6980843.000000 Penalty: 2819.138672
	Iteration 0F: 2 clusters Score -6980843 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43210 members 
Mstep: Class 2 contains 43255 members 
Entering Unmasked Estep 
Score: -6922951.000000 Penalty: 5638.277344
	Iteration 0F: 3 clusters Score -6922951 nChanged 40664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43808 members 
Mstep: Class 2 contains 42657 members 
Entering Unmasked Estep 
Score: -6945817.000000 Penalty: 5638.277344
	Iteration 1F: 3 clusters Score -6945817 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43954 members 
Mstep: Class 2 contains 42511 members 
Entering Unmasked Estep 
Score: -6946398.000000 Penalty: 5638.277344
	Iteration 2Q: 3 clusters Score -6946398 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44128 members 
Mstep: Class 2 contains 42337 members 
Entering Unmasked Estep 
Score: -6947025.500000 Penalty: 5638.277344
	Iteration 3Q: 3 clusters Score -6947026 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44457 members 
Mstep: Class 2 contains 42008 members 
Entering Unmasked Estep 
Score: -6947609.500000 Penalty: 5638.277344
	Iteration 4Q: 3 clusters Score -6947610 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44929 members 
Mstep: Class 2 contains 41536 members 
Entering Unmasked Estep 
Score: -6948270.500000 Penalty: 5638.277344
	Iteration 5Q: 3 clusters Score -6948270 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45465 members 
Mstep: Class 2 contains 41000 members 
Entering Unmasked Estep 
Score: -6949071.500000 Penalty: 5638.277344
	Iteration 6Q: 3 clusters Score -6949072 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46233 members 
Mstep: Class 2 contains 40232 members 
Entering Unmasked Estep 
Score: -6950149.000000 Penalty: 5638.277344
	Iteration 7Q: 3 clusters Score -6950149 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47251 members 
Mstep: Class 2 contains 39214 members 
Entering Unmasked Estep 
Score: -6951615.500000 Penalty: 5638.277344
	Iteration 8Q: 3 clusters Score -6951616 nChanged 3950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48489 members 
Mstep: Class 2 contains 37976 members 
Entering Unmasked Estep 
Score: -6953610.000000 Penalty: 5638.277344
	Iteration 9Q: 3 clusters Score -6953610 nChanged 4571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49998 members 
Mstep: Class 2 contains 36467 members 
Entering Unmasked Estep 
Score: -6956676.500000 Penalty: 5638.277344
	Iteration 10F: 3 clusters Score -6956676 nChanged 5220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51682 members 
Mstep: Class 2 contains 34783 members 
Entering Unmasked Estep 
Score: -6960783.000000 Penalty: 5638.277344
	Iteration 11F: 3 clusters Score -6960783 nChanged 5436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53190 members 
Mstep: Class 2 contains 33275 members 
Entering Unmasked Estep 
Score: -6965149.000000 Penalty: 5638.277344
	Iteration 12F: 3 clusters Score -6965149 nChanged 4688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54426 members 
Mstep: Class 2 contains 32039 members 
Entering Unmasked Estep 
Score: -6968064.500000 Penalty: 5638.277344
	Iteration 13F: 3 clusters Score -6968064 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55667 members 
Mstep: Class 2 contains 30798 members 
Entering Unmasked Estep 
Score: -6969545.500000 Penalty: 5638.277344
	Iteration 14Q: 3 clusters Score -6969546 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56896 members 
Mstep: Class 2 contains 29569 members 
Entering Unmasked Estep 
Score: -6970314.000000 Penalty: 5638.277344
	Iteration 15Q: 3 clusters Score -6970314 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58144 members 
Mstep: Class 2 contains 28321 members 
Entering Unmasked Estep 
Score: -6971015.000000 Penalty: 5638.277344
	Iteration 16Q: 3 clusters Score -6971015 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59353 members 
Mstep: Class 2 contains 27112 members 
Entering Unmasked Estep 
Score: -6971640.500000 Penalty: 5638.277344
	Iteration 17Q: 3 clusters Score -6971640 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60586 members 
Mstep: Class 2 contains 25879 members 
Entering Unmasked Estep 
Score: -6972277.000000 Penalty: 5638.277344
	Iteration 18Q: 3 clusters Score -6972277 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61821 members 
Mstep: Class 2 contains 24644 members 
Entering Unmasked Estep 
Score: -6972958.500000 Penalty: 5638.277344
	Iteration 19Q: 3 clusters Score -6972958 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63003 members 
Mstep: Class 2 contains 23462 members 
Entering Unmasked Estep 
Score: -6973596.000000 Penalty: 5638.277344
	Iteration 20F: 3 clusters Score -6973596 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64153 members 
Mstep: Class 2 contains 22312 members 
Entering Unmasked Estep 
Score: -6974271.000000 Penalty: 5638.277344
	Iteration 21Q: 3 clusters Score -6974271 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65265 members 
Mstep: Class 2 contains 21200 members 
Entering Unmasked Estep 
Score: -6974789.500000 Penalty: 5638.277344
	Iteration 22Q: 3 clusters Score -6974790 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66343 members 
Mstep: Class 2 contains 20122 members 
Entering Unmasked Estep 
Score: -6975267.500000 Penalty: 5638.277344
	Iteration 23Q: 3 clusters Score -6975268 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67390 members 
Mstep: Class 2 contains 19075 members 
Entering Unmasked Estep 
Score: -6975758.000000 Penalty: 5638.277344
	Iteration 24Q: 3 clusters Score -6975758 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68328 members 
Mstep: Class 2 contains 18137 members 
Entering Unmasked Estep 
Score: -6976084.000000 Penalty: 5638.277344
	Iteration 25Q: 3 clusters Score -6976084 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69156 members 
Mstep: Class 2 contains 17309 members 
Entering Unmasked Estep 
Score: -6976331.000000 Penalty: 5638.277344
	Iteration 26Q: 3 clusters Score -6976331 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69896 members 
Mstep: Class 2 contains 16569 members 
Entering Unmasked Estep 
Score: -6976537.000000 Penalty: 5638.277344
	Iteration 27Q: 3 clusters Score -6976537 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70579 members 
Mstep: Class 2 contains 15886 members 
Entering Unmasked Estep 
Score: -6976763.500000 Penalty: 5638.277344
	Iteration 28Q: 3 clusters Score -6976764 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71259 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
Score: -6976935.500000 Penalty: 5638.277344
	Iteration 29Q: 3 clusters Score -6976936 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71905 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -6977106.500000 Penalty: 5638.277344
	Iteration 30Q: 3 clusters Score -6977106 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72567 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -6977254.000000 Penalty: 5638.277344
	Iteration 31Q: 3 clusters Score -6977254 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73154 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -6977400.500000 Penalty: 5638.277344
	Iteration 32Q: 3 clusters Score -6977400 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73692 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -6977510.500000 Penalty: 5638.277344
	Iteration 33Q: 3 clusters Score -6977510 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74179 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -6977611.500000 Penalty: 5638.277344
	Iteration 34Q: 3 clusters Score -6977612 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74647 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -6977764.000000 Penalty: 5638.277344
	Iteration 35Q: 3 clusters Score -6977764 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75113 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -6977850.000000 Penalty: 5638.277344
	Iteration 36Q: 3 clusters Score -6977850 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75519 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -6977929.500000 Penalty: 5638.277344
	Iteration 37Q: 3 clusters Score -6977930 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75887 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -6977998.000000 Penalty: 5638.277344
	Iteration 38Q: 3 clusters Score -6977998 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76229 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -6978067.500000 Penalty: 5638.277344
	Iteration 39Q: 3 clusters Score -6978068 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76583 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -6978164.500000 Penalty: 5638.277344
	Iteration 40F: 3 clusters Score -6978164 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76902 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -6978217.000000 Penalty: 5638.277344
	Iteration 41Q: 3 clusters Score -6978217 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77208 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -6978274.500000 Penalty: 5638.277344
	Iteration 42Q: 3 clusters Score -6978274 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77485 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -6978302.000000 Penalty: 5638.277344
	Iteration 43Q: 3 clusters Score -6978302 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77714 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -6978376.000000 Penalty: 5638.277344
	Iteration 44Q: 3 clusters Score -6978376 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77937 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -6978439.000000 Penalty: 5638.277344
	Iteration 45Q: 3 clusters Score -6978439 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78141 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -6978459.500000 Penalty: 5638.277344
	Iteration 46Q: 3 clusters Score -6978460 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78344 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -6978483.000000 Penalty: 5638.277344
	Iteration 47Q: 3 clusters Score -6978483 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78531 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -6978514.000000 Penalty: 5638.277344
	Iteration 48Q: 3 clusters Score -6978514 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78727 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -6978539.500000 Penalty: 5638.277344
	Iteration 49Q: 3 clusters Score -6978540 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78906 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -6978565.000000 Penalty: 5638.277344
	Iteration 50Q: 3 clusters Score -6978565 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79085 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -6978607.000000 Penalty: 5638.277344
	Iteration 51Q: 3 clusters Score -6978607 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79262 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -6978642.500000 Penalty: 5638.277344
	Iteration 52Q: 3 clusters Score -6978642 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79436 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -6978662.500000 Penalty: 5638.277344
	Iteration 53Q: 3 clusters Score -6978662 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79590 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -6978691.000000 Penalty: 5638.277344
	Iteration 54Q: 3 clusters Score -6978691 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79740 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -6978713.500000 Penalty: 5638.277344
	Iteration 55Q: 3 clusters Score -6978714 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79878 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -6978702.000000 Penalty: 5638.277344
	Iteration 56Q: 3 clusters Score -6978702 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80002 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -6978724.500000 Penalty: 5638.277344
	Iteration 57Q: 3 clusters Score -6978724 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80121 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -6978731.500000 Penalty: 5638.277344
	Iteration 58Q: 3 clusters Score -6978732 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80240 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -6978748.000000 Penalty: 5638.277344
	Iteration 59Q: 3 clusters Score -6978748 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80355 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -6978771.500000 Penalty: 5638.277344
	Iteration 60F: 3 clusters Score -6978772 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80455 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -6978789.000000 Penalty: 5638.277344
	Iteration 61Q: 3 clusters Score -6978789 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80558 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -6978804.500000 Penalty: 5638.277344
	Iteration 62Q: 3 clusters Score -6978804 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80661 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -6978824.000000 Penalty: 5638.277344
	Iteration 63Q: 3 clusters Score -6978824 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80762 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -6978832.000000 Penalty: 5638.277344
	Iteration 64Q: 3 clusters Score -6978832 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80857 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -6978877.000000 Penalty: 5638.277344
	Iteration 65Q: 3 clusters Score -6978877 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80950 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -6978874.500000 Penalty: 5638.277344
	Iteration 66Q: 3 clusters Score -6978874 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81039 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -6978890 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81114 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -6978897.500000 Penalty: 5638.277344
	Iteration 68Q: 3 clusters Score -6978898 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81177 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -6978903.000000 Penalty: 5638.277344
	Iteration 69Q: 3 clusters Score -6978903 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81242 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -6978921.000000 Penalty: 5638.277344
	Iteration 70Q: 3 clusters Score -6978921 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81309 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -6978922.000000 Penalty: 5638.277344
	Iteration 71Q: 3 clusters Score -6978922 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81369 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -6978919.500000 Penalty: 5638.277344
	Iteration 72Q: 3 clusters Score -6978920 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81424 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -6978919.500000 Penalty: 5638.277344
	Iteration 73Q: 3 clusters Score -6978920 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81488 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -6978919.000000 Penalty: 5638.277344
	Iteration 74Q: 3 clusters Score -6978919 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81532 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -6978931.500000 Penalty: 5638.277344
	Iteration 75Q: 3 clusters Score -6978932 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81556 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -6978925.000000 Penalty: 5638.277344
	Iteration 76Q: 3 clusters Score -6978925 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81582 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -6978935.000000 Penalty: 5638.277344
	Iteration 77Q: 3 clusters Score -6978935 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81610 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -6978956.500000 Penalty: 5638.277344
	Iteration 78Q: 3 clusters Score -6978956 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81643 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -6978966 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81681 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -6978968.000000 Penalty: 5638.277344
	Iteration 80F: 3 clusters Score -6978968 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81719 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -6978961.000000 Penalty: 5638.277344
	Iteration 81Q: 3 clusters Score -6978961 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81741 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -6978964 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81764 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -6978960.000000 Penalty: 5638.277344
	Iteration 83Q: 3 clusters Score -6978960 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 81782 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -6978974 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81799 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -6978976 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81822 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -6978964 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81835 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -6978968 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81844 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -6978960 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 81854 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -6978961 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81864 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -6978959.500000 Penalty: 5638.277344
	Iteration 90Q: 3 clusters Score -6978960 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81874 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -6978970.500000 Penalty: 5638.277344
	Iteration 91Q: 3 clusters Score -6978970 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81883 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -6978970 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81893 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -6978973.000000 Penalty: 5638.277344
	Iteration 93Q: 3 clusters Score -6978973 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81899 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -6978974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81902 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -6978971.000000 Penalty: 5638.277344
	Iteration 95Q: 3 clusters Score -6978971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81905 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -6978970 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 81908 members 
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Entering Unmasked Estep 
Score: -6978971.000000 Penalty: 5638.277344
	Iteration 97Q: 3 clusters Score -6978971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81912 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -6978972.000000 Penalty: 5638.277344
	Iteration 98Q: 3 clusters Score -6978972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81913 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -6978972.000000 Penalty: 5638.277344
	Iteration 99Q: 3 clusters Score -6978972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81914 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -6978972.500000 Penalty: 5638.277344
	Iteration 100F: 3 clusters Score -6978972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81917 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -6978974.500000 Penalty: 5638.277344
	Iteration 101Q: 3 clusters Score -6978974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81921 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -6978968.000000 Penalty: 5638.277344
	Iteration 102Q: 3 clusters Score -6978968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81925 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -6978974.500000 Penalty: 5638.277344
	Iteration 103Q: 3 clusters Score -6978974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81932 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -6978967.000000 Penalty: 5638.277344
	Iteration 104Q: 3 clusters Score -6978967 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81938 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -6978971.500000 Penalty: 5638.277344
	Iteration 105Q: 3 clusters Score -6978972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81941 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -6978960.500000 Penalty: 5638.277344
	Iteration 106Q: 3 clusters Score -6978960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81943 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -6978964.000000 Penalty: 5638.277344
	Iteration 107Q: 3 clusters Score -6978964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81944 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -6978967.000000 Penalty: 5638.277344
	Iteration 108Q: 3 clusters Score -6978967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81947 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -6978971.500000 Penalty: 5638.277344
	Iteration 109Q: 3 clusters Score -6978972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81951 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -6978968.000000 Penalty: 5638.277344
	Iteration 110Q: 3 clusters Score -6978968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81956 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -6978972.500000 Penalty: 5638.277344
	Iteration 111Q: 3 clusters Score -6978972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81962 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -6978971.500000 Penalty: 5638.277344
	Iteration 112Q: 3 clusters Score -6978972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81965 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -6978969.000000 Penalty: 5638.277344
	Iteration 113Q: 3 clusters Score -6978969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81969 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -6978974.000000 Penalty: 5638.277344
	Iteration 114Q: 3 clusters Score -6978974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81971 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -6978969.000000 Penalty: 5638.277344
	Iteration 115Q: 3 clusters Score -6978969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81974 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -6978964.500000 Penalty: 5638.277344
	Iteration 116Q: 3 clusters Score -6978964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81980 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -6978966.500000 Penalty: 5638.277344
	Iteration 117Q: 3 clusters Score -6978966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81985 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -6978965.500000 Penalty: 5638.277344
	Iteration 118Q: 3 clusters Score -6978966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81989 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -6978967.000000 Penalty: 5638.277344
	Iteration 119Q: 3 clusters Score -6978967 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81995 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -6978964.000000 Penalty: 5638.277344
	Iteration 120F: 3 clusters Score -6978964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82004 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -6978964.500000 Penalty: 5638.277344
	Iteration 121Q: 3 clusters Score -6978964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82013 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -6978978.000000 Penalty: 5638.277344
	Iteration 122Q: 3 clusters Score -6978978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82020 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -6978983.500000 Penalty: 5638.277344
	Iteration 123Q: 3 clusters Score -6978984 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82031 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -6978992.500000 Penalty: 5638.277344
	Iteration 124Q: 3 clusters Score -6978992 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82049 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -6978989.500000 Penalty: 5638.277344
	Iteration 125Q: 3 clusters Score -6978990 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82067 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -6978995.000000 Penalty: 5638.277344
	Iteration 126Q: 3 clusters Score -6978995 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82081 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -6978995.000000 Penalty: 5638.277344
	Iteration 127Q: 3 clusters Score -6978995 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82101 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -6979002.500000 Penalty: 5638.277344
	Iteration 128Q: 3 clusters Score -6979002 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82115 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -6979008.000000 Penalty: 5638.277344
	Iteration 129Q: 3 clusters Score -6979008 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82127 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -6979003.000000 Penalty: 5638.277344
	Iteration 130Q: 3 clusters Score -6979003 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82136 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -6978991.000000 Penalty: 5638.277344
	Iteration 131Q: 3 clusters Score -6978991 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82151 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -6978991.500000 Penalty: 5638.277344
	Iteration 132Q: 3 clusters Score -6978992 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82167 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -6978994.500000 Penalty: 5638.277344
	Iteration 133Q: 3 clusters Score -6978994 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82180 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -6979001.000000 Penalty: 5638.277344
	Iteration 134Q: 3 clusters Score -6979001 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82191 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -6979003.500000 Penalty: 5638.277344
	Iteration 135Q: 3 clusters Score -6979004 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82199 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -6979002.500000 Penalty: 5638.277344
	Iteration 136Q: 3 clusters Score -6979002 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82211 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -6979006.000000 Penalty: 5638.277344
	Iteration 137Q: 3 clusters Score -6979006 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82221 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -6979001.000000 Penalty: 5638.277344
	Iteration 138Q: 3 clusters Score -6979001 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82230 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -6979007.000000 Penalty: 5638.277344
	Iteration 139Q: 3 clusters Score -6979007 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82242 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -6979010.000000 Penalty: 5638.277344
	Iteration 140F: 3 clusters Score -6979010 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82252 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -6979014.500000 Penalty: 5638.277344
	Iteration 141Q: 3 clusters Score -6979014 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82264 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -6979017.500000 Penalty: 5638.277344
	Iteration 142Q: 3 clusters Score -6979018 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82278 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -6979014.500000 Penalty: 5638.277344
	Iteration 143Q: 3 clusters Score -6979014 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82299 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -6979012.000000 Penalty: 5638.277344
	Iteration 144Q: 3 clusters Score -6979012 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82314 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -6979015.500000 Penalty: 5638.277344
	Iteration 145Q: 3 clusters Score -6979016 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82328 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -6979024.000000 Penalty: 5638.277344
	Iteration 146Q: 3 clusters Score -6979024 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82339 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -6979023.000000 Penalty: 5638.277344
	Iteration 147Q: 3 clusters Score -6979023 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82352 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -6979023.000000 Penalty: 5638.277344
	Iteration 148Q: 3 clusters Score -6979023 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82365 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -6979026.000000 Penalty: 5638.277344
	Iteration 149Q: 3 clusters Score -6979026 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82372 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -6979031.500000 Penalty: 5638.277344
	Iteration 150Q: 3 clusters Score -6979032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82375 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -6979029.500000 Penalty: 5638.277344
	Iteration 151Q: 3 clusters Score -6979030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82378 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -6979023.500000 Penalty: 5638.277344
	Iteration 152Q: 3 clusters Score -6979024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82384 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -6979020.000000 Penalty: 5638.277344
	Iteration 153Q: 3 clusters Score -6979020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82387 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -6979025.000000 Penalty: 5638.277344
	Iteration 154Q: 3 clusters Score -6979025 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82394 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -6979029.000000 Penalty: 5638.277344
	Iteration 155Q: 3 clusters Score -6979029 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82395 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -6979036.500000 Penalty: 5638.277344
	Iteration 156Q: 3 clusters Score -6979036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82399 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -6979034.000000 Penalty: 5638.277344
	Iteration 157Q: 3 clusters Score -6979034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82402 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -6979037.000000 Penalty: 5638.277344
	Iteration 158Q: 3 clusters Score -6979037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82404 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -6979029.500000 Penalty: 5638.277344
	Iteration 159Q: 3 clusters Score -6979030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82406 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -6979030.000000 Penalty: 5638.277344
	Iteration 160F: 3 clusters Score -6979030 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Entering Unmasked Estep 
Score: -236668.187500 Penalty: 2027.046753
	Iteration 0F: 2 clusters Score -236668.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -233101.640625 Penalty: 4054.093506
	Iteration 0F: 3 clusters Score -233101.6 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -234009.171875 Penalty: 4054.093506
	Iteration 1F: 3 clusters Score -234009.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -234276.359375 Penalty: 4054.093506
	Iteration 2F: 3 clusters Score -234276.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -234432.609375 Penalty: 4054.093506
	Iteration 3F: 3 clusters Score -234432.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -234549.093750 Penalty: 4054.093506
	Iteration 4Q: 3 clusters Score -234549.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -234639.375000 Penalty: 4054.093506
	Iteration 5Q: 3 clusters Score -234639.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -234703.000000 Penalty: 4054.093506
	Iteration 6Q: 3 clusters Score -234703 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -234770.093750 Penalty: 4054.093506
	Iteration 7Q: 3 clusters Score -234770.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -234823.343750 Penalty: 4054.093506
	Iteration 8Q: 3 clusters Score -234823.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -234867.000000 Penalty: 4054.093506
	Iteration 9Q: 3 clusters Score -234867 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -234896.312500 Penalty: 4054.093506
	Iteration 10Q: 3 clusters Score -234896.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -234918.515625 Penalty: 4054.093506
	Iteration 11Q: 3 clusters Score -234918.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -234947.750000 Penalty: 4054.093506
	Iteration 12Q: 3 clusters Score -234947.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -234970.281250 Penalty: 4054.093506
	Iteration 13Q: 3 clusters Score -234970.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -235007.968750 Penalty: 4054.093506
	Iteration 14Q: 3 clusters Score -235008 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -235038.687500 Penalty: 4054.093506
	Iteration 15Q: 3 clusters Score -235038.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -235059.593750 Penalty: 4054.093506
	Iteration 16Q: 3 clusters Score -235059.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -235077.562500 Penalty: 4054.093506
	Iteration 17Q: 3 clusters Score -235077.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -235095.046875 Penalty: 4054.093506
	Iteration 18Q: 3 clusters Score -235095 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -235116.296875 Penalty: 4054.093506
	Iteration 19Q: 3 clusters Score -235116.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -235130.750000 Penalty: 4054.093506
	Iteration 20F: 3 clusters Score -235130.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -235145.625000 Penalty: 4054.093506
	Iteration 21Q: 3 clusters Score -235145.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -235163.468750 Penalty: 4054.093506
	Iteration 22Q: 3 clusters Score -235163.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -235186.468750 Penalty: 4054.093506
	Iteration 23Q: 3 clusters Score -235186.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -235199.218750 Penalty: 4054.093506
	Iteration 24Q: 3 clusters Score -235199.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -235208.890625 Penalty: 4054.093506
	Iteration 25Q: 3 clusters Score -235208.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -235217.453125 Penalty: 4054.093506
	Iteration 26Q: 3 clusters Score -235217.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -235223.828125 Penalty: 4054.093506
	Iteration 27Q: 3 clusters Score -235223.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -235228.250000 Penalty: 4054.093506
	Iteration 28Q: 3 clusters Score -235228.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -235233.093750 Penalty: 4054.093506
	Iteration 29Q: 3 clusters Score -235233.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -235237.750000 Penalty: 4054.093506
	Iteration 30Q: 3 clusters Score -235237.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -235239.687500 Penalty: 4054.093506
	Iteration 31Q: 3 clusters Score -235239.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -235239.796875 Penalty: 4054.093506
	Iteration 32Q: 3 clusters Score -235239.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -235239.781250 Penalty: 4054.093506
	Iteration 33Q: 3 clusters Score -235239.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -235240.359375 Penalty: 4054.093506
	Iteration 34Q: 3 clusters Score -235240.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -235240.359375 Penalty: 4054.093506
	Iteration 35F: 3 clusters Score -235240.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (376658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376658 members 
Entering Unmasked Estep 
Score: -29885976.000000 Penalty: 3184.095215
	Iteration 0F: 2 clusters Score -2.988598e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188750 members 
Mstep: Class 2 contains 187908 members 
Entering Unmasked Estep 
Score: -29631786.000000 Penalty: 6368.190430
	Iteration 0F: 3 clusters Score -2.963179e+07 nChanged 182853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198553 members 
Mstep: Class 2 contains 178105 members 
Entering Unmasked Estep 
Score: -29742226.000000 Penalty: 6368.190430
	Iteration 1F: 3 clusters Score -2.974223e+07 nChanged 10161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204264 members 
Mstep: Class 2 contains 172394 members 
Entering Unmasked Estep 
Score: -29744624.000000 Penalty: 6368.190430
	Iteration 2Q: 3 clusters Score -2.974462e+07 nChanged 12017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213327 members 
Mstep: Class 2 contains 163331 members 
Entering Unmasked Estep 
Score: -29748008.000000 Penalty: 6368.190430
	Iteration 3Q: 3 clusters Score -2.974801e+07 nChanged 15530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227289 members 
Mstep: Class 2 contains 149369 members 
Entering Unmasked Estep 
Score: -29754190.000000 Penalty: 6368.190430
	Iteration 4Q: 3 clusters Score -2.975419e+07 nChanged 21209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247846 members 
Mstep: Class 2 contains 128812 members 
Entering Unmasked Estep 
Score: -29766144.000000 Penalty: 6368.190430
	Iteration 5F: 3 clusters Score -2.976614e+07 nChanged 28134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275846 members 
Mstep: Class 2 contains 100812 members 
Entering Unmasked Estep 
Score: -29787452.000000 Penalty: 6368.190430
	Iteration 6F: 3 clusters Score -2.978745e+07 nChanged 33167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308995 members 
Mstep: Class 2 contains 67663 members 
Entering Unmasked Estep 
Score: -29817456.000000 Penalty: 6368.190430
	Iteration 7F: 3 clusters Score -2.981746e+07 nChanged 30686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339681 members 
Mstep: Class 2 contains 36977 members 
Entering Unmasked Estep 
Score: -29847472.000000 Penalty: 6368.190430
	Iteration 8F: 3 clusters Score -2.984747e+07 nChanged 20750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360431 members 
Mstep: Class 2 contains 16227 members 
Entering Unmasked Estep 
Score: -29867792.000000 Penalty: 6368.190430
	Iteration 9F: 3 clusters Score -2.986779e+07 nChanged 10343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370774 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -29877780.000000 Penalty: 6368.190430
	Iteration 10Q: 3 clusters Score -2.987778e+07 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374670 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -29881310.000000 Penalty: 6368.190430
	Iteration 11Q: 3 clusters Score -2.988131e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375848 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -29882438.000000 Penalty: 6368.190430
	Iteration 12Q: 3 clusters Score -2.988244e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376194 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -29882876.000000 Penalty: 6368.190430
	Iteration 13Q: 3 clusters Score -2.988288e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376300 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -29882994.000000 Penalty: 6368.190430
	Iteration 14Q: 3 clusters Score -2.988299e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376343 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -29883052.000000 Penalty: 6368.190430
	Iteration 15Q: 3 clusters Score -2.988305e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376366 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -29883090.000000 Penalty: 6368.190430
	Iteration 16Q: 3 clusters Score -2.988309e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376375 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -29883124.000000 Penalty: 6368.190430
	Iteration 17Q: 3 clusters Score -2.988312e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376380 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -29883118.000000 Penalty: 6368.190430
	Iteration 18Q: 3 clusters Score -2.988312e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376384 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -29883148.000000 Penalty: 6368.190430
	Iteration 19Q: 3 clusters Score -2.988315e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376388 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -29883130.000000 Penalty: 6368.190430
	Iteration 20F: 3 clusters Score -2.988313e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376391 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -29883148.000000 Penalty: 6368.190430
	Iteration 21Q: 3 clusters Score -2.988315e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376394 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -29883156.000000 Penalty: 6368.190430
	Iteration 22Q: 3 clusters Score -2.988316e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376396 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -29883162.000000 Penalty: 6368.190430
	Iteration 23Q: 3 clusters Score -2.988316e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376399 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -29883158.000000 Penalty: 6368.190430
	Iteration 24Q: 3 clusters Score -2.988316e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376400 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -29883164.000000 Penalty: 6368.190430
	Iteration 25Q: 3 clusters Score -2.988316e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376402 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -29883160.000000 Penalty: 6368.190430
	Iteration 26Q: 3 clusters Score -2.988316e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376403 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -29883168.000000 Penalty: 6368.190430
	Iteration 27Q: 3 clusters Score -2.988317e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376404 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -29883184.000000 Penalty: 6368.190430
	Iteration 28Q: 3 clusters Score -2.988318e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376406 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -29883166.000000 Penalty: 6368.190430
	Iteration 29Q: 3 clusters Score -2.988317e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376406 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -29883166.000000 Penalty: 6368.190430
	Iteration 30F: 3 clusters Score -2.988317e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Entering Unmasked Estep 
Score: -344545.906250 Penalty: 2084.364746
	Iteration 0F: 2 clusters Score -344545.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -340352.375000 Penalty: 4168.729492
	Iteration 0F: 3 clusters Score -340352.4 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -341347.625000 Penalty: 4168.729492
	Iteration 1F: 3 clusters Score -341347.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -341578.343750 Penalty: 4168.729492
	Iteration 2F: 3 clusters Score -341578.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -341737.187500 Penalty: 4168.729492
	Iteration 3F: 3 clusters Score -341737.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -341834.656250 Penalty: 4168.729492
	Iteration 4Q: 3 clusters Score -341834.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -341920.531250 Penalty: 4168.729492
	Iteration 5Q: 3 clusters Score -341920.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -341991.468750 Penalty: 4168.729492
	Iteration 6Q: 3 clusters Score -341991.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -342044.375000 Penalty: 4168.729492
	Iteration 7Q: 3 clusters Score -342044.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -342096.906250 Penalty: 4168.729492
	Iteration 8Q: 3 clusters Score -342096.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -342144.656250 Penalty: 4168.729492
	Iteration 9Q: 3 clusters Score -342144.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -342189.593750 Penalty: 4168.729492
	Iteration 10Q: 3 clusters Score -342189.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -342237.875000 Penalty: 4168.729492
	Iteration 11Q: 3 clusters Score -342237.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -342276.062500 Penalty: 4168.729492
	Iteration 12Q: 3 clusters Score -342276.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -342318.562500 Penalty: 4168.729492
	Iteration 13Q: 3 clusters Score -342318.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -342355.031250 Penalty: 4168.729492
	Iteration 14Q: 3 clusters Score -342355 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -342394.562500 Penalty: 4168.729492
	Iteration 15Q: 3 clusters Score -342394.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -342438.031250 Penalty: 4168.729492
	Iteration 16Q: 3 clusters Score -342438 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -342480.718750 Penalty: 4168.729492
	Iteration 17Q: 3 clusters Score -342480.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -342522.343750 Penalty: 4168.729492
	Iteration 18Q: 3 clusters Score -342522.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -342561.468750 Penalty: 4168.729492
	Iteration 19Q: 3 clusters Score -342561.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -342589.625000 Penalty: 4168.729492
	Iteration 20F: 3 clusters Score -342589.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -342616.562500 Penalty: 4168.729492
	Iteration 21Q: 3 clusters Score -342616.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -342651.406250 Penalty: 4168.729492
	Iteration 22Q: 3 clusters Score -342651.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -342679.562500 Penalty: 4168.729492
	Iteration 23Q: 3 clusters Score -342679.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -342708.750000 Penalty: 4168.729492
	Iteration 24Q: 3 clusters Score -342708.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -342723.750000 Penalty: 4168.729492
	Iteration 25Q: 3 clusters Score -342723.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -342736.343750 Penalty: 4168.729492
	Iteration 26Q: 3 clusters Score -342736.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -342751.125000 Penalty: 4168.729492
	Iteration 27Q: 3 clusters Score -342751.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -342765.562500 Penalty: 4168.729492
	Iteration 28Q: 3 clusters Score -342765.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -342773.437500 Penalty: 4168.729492
	Iteration 29Q: 3 clusters Score -342773.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -342783.000000 Penalty: 4168.729492
	Iteration 30Q: 3 clusters Score -342783 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -342792.843750 Penalty: 4168.729492
	Iteration 31Q: 3 clusters Score -342792.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -342803.125000 Penalty: 4168.729492
	Iteration 32Q: 3 clusters Score -342803.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -342810.625000 Penalty: 4168.729492
	Iteration 33Q: 3 clusters Score -342810.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -342817.031250 Penalty: 4168.729492
	Iteration 34Q: 3 clusters Score -342817 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -342821.531250 Penalty: 4168.729492
	Iteration 35Q: 3 clusters Score -342821.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -342822.750000 Penalty: 4168.729492
	Iteration 36Q: 3 clusters Score -342822.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -342823.875000 Penalty: 4168.729492
	Iteration 37Q: 3 clusters Score -342823.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -342824.187500 Penalty: 4168.729492
	Iteration 38Q: 3 clusters Score -342824.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -342825.812500 Penalty: 4168.729492
	Iteration 39Q: 3 clusters Score -342825.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -342826.906250 Penalty: 4168.729492
	Iteration 40F: 3 clusters Score -342826.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -342828.343750 Penalty: 4168.729492
	Iteration 41Q: 3 clusters Score -342828.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -342830.281250 Penalty: 4168.729492
	Iteration 42Q: 3 clusters Score -342830.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -342831.500000 Penalty: 4168.729492
	Iteration 43Q: 3 clusters Score -342831.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -342833.718750 Penalty: 4168.729492
	Iteration 44Q: 3 clusters Score -342833.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -342837.500000 Penalty: 4168.729492
	Iteration 45Q: 3 clusters Score -342837.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -342838.906250 Penalty: 4168.729492
	Iteration 46Q: 3 clusters Score -342838.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -342840.156250 Penalty: 4168.729492
	Iteration 47Q: 3 clusters Score -342840.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -342844.875000 Penalty: 4168.729492
	Iteration 48Q: 3 clusters Score -342844.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -342845.312500 Penalty: 4168.729492
	Iteration 49Q: 3 clusters Score -342845.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -342847.468750 Penalty: 4168.729492
	Iteration 50Q: 3 clusters Score -342847.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -342849.031250 Penalty: 4168.729492
	Iteration 51Q: 3 clusters Score -342849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -342850.500000 Penalty: 4168.729492
	Iteration 52Q: 3 clusters Score -342850.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -342850.500000 Penalty: 4168.729492
	Iteration 53F: 3 clusters Score -342850.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Entering Unmasked Estep 
Score: -488643.156250 Penalty: 2167.007568
	Iteration 0F: 2 clusters Score -488643.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -483295.625000 Penalty: 4334.015137
	Iteration 0F: 3 clusters Score -483295.6 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -484715.500000 Penalty: 4334.015137
	Iteration 1F: 3 clusters Score -484715.5 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -485092.875000 Penalty: 4334.015137
	Iteration 2F: 3 clusters Score -485092.9 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -485413.312500 Penalty: 4334.015137
	Iteration 3F: 3 clusters Score -485413.3 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -485685.125000 Penalty: 4334.015137
	Iteration 4F: 3 clusters Score -485685.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -485913.406250 Penalty: 4334.015137
	Iteration 5Q: 3 clusters Score -485913.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -486096.625000 Penalty: 4334.015137
	Iteration 6Q: 3 clusters Score -486096.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -486209.281250 Penalty: 4334.015137
	Iteration 7Q: 3 clusters Score -486209.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -486299.812500 Penalty: 4334.015137
	Iteration 8Q: 3 clusters Score -486299.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -486382.593750 Penalty: 4334.015137
	Iteration 9Q: 3 clusters Score -486382.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -486449.593750 Penalty: 4334.015137
	Iteration 10Q: 3 clusters Score -486449.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -486520.000000 Penalty: 4334.015137
	Iteration 11Q: 3 clusters Score -486520 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -486572.312500 Penalty: 4334.015137
	Iteration 12Q: 3 clusters Score -486572.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -486613.375000 Penalty: 4334.015137
	Iteration 13Q: 3 clusters Score -486613.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -486646.843750 Penalty: 4334.015137
	Iteration 14Q: 3 clusters Score -486646.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -486676.781250 Penalty: 4334.015137
	Iteration 15Q: 3 clusters Score -486676.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -486703.250000 Penalty: 4334.015137
	Iteration 16Q: 3 clusters Score -486703.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -486728.781250 Penalty: 4334.015137
	Iteration 17Q: 3 clusters Score -486728.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -486748.625000 Penalty: 4334.015137
	Iteration 18Q: 3 clusters Score -486748.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -486762.750000 Penalty: 4334.015137
	Iteration 19Q: 3 clusters Score -486762.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -486770.125000 Penalty: 4334.015137
	Iteration 20F: 3 clusters Score -486770.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -486776.531250 Penalty: 4334.015137
	Iteration 21Q: 3 clusters Score -486776.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -486779.687500 Penalty: 4334.015137
	Iteration 22Q: 3 clusters Score -486779.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -486781.500000 Penalty: 4334.015137
	Iteration 23Q: 3 clusters Score -486781.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -486783.250000 Penalty: 4334.015137
	Iteration 24Q: 3 clusters Score -486783.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -486783.812500 Penalty: 4334.015137
	Iteration 25Q: 3 clusters Score -486783.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -486785.093750 Penalty: 4334.015137
	Iteration 26Q: 3 clusters Score -486785.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -486785.093750 Penalty: 4334.015137
	Iteration 27F: 3 clusters Score -486785.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Entering Unmasked Estep 
Score: -533699.875000 Penalty: 2189.648193
	Iteration 0F: 2 clusters Score -533699.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -527987.437500 Penalty: 4379.296387
	Iteration 0F: 3 clusters Score -527987.4 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -529563.500000 Penalty: 4379.296387
	Iteration 1F: 3 clusters Score -529563.5 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -529887.062500 Penalty: 4379.296387
	Iteration 2F: 3 clusters Score -529887.1 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -530113.125000 Penalty: 4379.296387
	Iteration 3F: 3 clusters Score -530113.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -530331.375000 Penalty: 4379.296387
	Iteration 4Q: 3 clusters Score -530331.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -530573.062500 Penalty: 4379.296387
	Iteration 5Q: 3 clusters Score -530573.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -530838.000000 Penalty: 4379.296387
	Iteration 6Q: 3 clusters Score -530838 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -531156.562500 Penalty: 4379.296387
	Iteration 7Q: 3 clusters Score -531156.6 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -531616.625000 Penalty: 4379.296387
	Iteration 8F: 3 clusters Score -531616.6 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -532179.125000 Penalty: 4379.296387
	Iteration 9F: 3 clusters Score -532179.1 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -532640.000000 Penalty: 4379.296387
	Iteration 10F: 3 clusters Score -532640 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -533004.687500 Penalty: 4379.296387
	Iteration 11F: 3 clusters Score -533004.7 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -533260.750000 Penalty: 4379.296387
	Iteration 12Q: 3 clusters Score -533260.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -533458.187500 Penalty: 4379.296387
	Iteration 13Q: 3 clusters Score -533458.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -533564.250000 Penalty: 4379.296387
	Iteration 14Q: 3 clusters Score -533564.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -533613.000000 Penalty: 4379.296387
	Iteration 15Q: 3 clusters Score -533613 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -533637.437500 Penalty: 4379.296387
	Iteration 16Q: 3 clusters Score -533637.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -533653.562500 Penalty: 4379.296387
	Iteration 17Q: 3 clusters Score -533653.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -533663.062500 Penalty: 4379.296387
	Iteration 18Q: 3 clusters Score -533663.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -533669.187500 Penalty: 4379.296387
	Iteration 19Q: 3 clusters Score -533669.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -533673.875000 Penalty: 4379.296387
	Iteration 20F: 3 clusters Score -533673.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -533677.875000 Penalty: 4379.296387
	Iteration 21Q: 3 clusters Score -533677.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -533681.187500 Penalty: 4379.296387
	Iteration 22Q: 3 clusters Score -533681.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -533681.937500 Penalty: 4379.296387
	Iteration 23Q: 3 clusters Score -533681.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -533683.687500 Penalty: 4379.296387
	Iteration 24Q: 3 clusters Score -533683.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -533683.687500 Penalty: 4379.296387
	Iteration 25Q: 3 clusters Score -533683.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -533683.125000 Penalty: 4379.296387
	Iteration 26Q: 3 clusters Score -533683.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -533683.562500 Penalty: 4379.296387
	Iteration 27Q: 3 clusters Score -533683.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -533683.562500 Penalty: 4379.296387
	Iteration 28F: 3 clusters Score -533683.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Entering Unmasked Estep 
Score: -410732.031250 Penalty: 2123.369873
	Iteration 0F: 2 clusters Score -410732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -406021.500000 Penalty: 4246.739746
	Iteration 0F: 3 clusters Score -406021.5 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -407123.187500 Penalty: 4246.739746
	Iteration 1F: 3 clusters Score -407123.2 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -407344.093750 Penalty: 4246.739746
	Iteration 2F: 3 clusters Score -407344.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -407453.531250 Penalty: 4246.739746
	Iteration 3Q: 3 clusters Score -407453.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -407536.312500 Penalty: 4246.739746
	Iteration 4Q: 3 clusters Score -407536.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -407596.343750 Penalty: 4246.739746
	Iteration 5Q: 3 clusters Score -407596.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -407661.687500 Penalty: 4246.739746
	Iteration 6Q: 3 clusters Score -407661.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -407719.906250 Penalty: 4246.739746
	Iteration 7Q: 3 clusters Score -407719.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -407771.937500 Penalty: 4246.739746
	Iteration 8Q: 3 clusters Score -407771.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -407810.437500 Penalty: 4246.739746
	Iteration 9Q: 3 clusters Score -407810.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -407839.843750 Penalty: 4246.739746
	Iteration 10Q: 3 clusters Score -407839.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -407858.937500 Penalty: 4246.739746
	Iteration 11Q: 3 clusters Score -407858.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -407876.906250 Penalty: 4246.739746
	Iteration 12Q: 3 clusters Score -407876.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -407895.187500 Penalty: 4246.739746
	Iteration 13Q: 3 clusters Score -407895.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -407915.843750 Penalty: 4246.739746
	Iteration 14Q: 3 clusters Score -407915.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -407935.843750 Penalty: 4246.739746
	Iteration 15Q: 3 clusters Score -407935.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -407956.125000 Penalty: 4246.739746
	Iteration 16Q: 3 clusters Score -407956.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -407970.468750 Penalty: 4246.739746
	Iteration 17Q: 3 clusters Score -407970.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -407986.406250 Penalty: 4246.739746
	Iteration 18Q: 3 clusters Score -407986.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -408006.656250 Penalty: 4246.739746
	Iteration 19Q: 3 clusters Score -408006.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -408030.031250 Penalty: 4246.739746
	Iteration 20F: 3 clusters Score -408030 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -408050.437500 Penalty: 4246.739746
	Iteration 21Q: 3 clusters Score -408050.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -408065.687500 Penalty: 4246.739746
	Iteration 22Q: 3 clusters Score -408065.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -408081.812500 Penalty: 4246.739746
	Iteration 23Q: 3 clusters Score -408081.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -408099.406250 Penalty: 4246.739746
	Iteration 24Q: 3 clusters Score -408099.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -408116.718750 Penalty: 4246.739746
	Iteration 25Q: 3 clusters Score -408116.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -408132.406250 Penalty: 4246.739746
	Iteration 26Q: 3 clusters Score -408132.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -408146.031250 Penalty: 4246.739746
	Iteration 27Q: 3 clusters Score -408146 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -408160.187500 Penalty: 4246.739746
	Iteration 28Q: 3 clusters Score -408160.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -408176.187500 Penalty: 4246.739746
	Iteration 29Q: 3 clusters Score -408176.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -408195.156250 Penalty: 4246.739746
	Iteration 30Q: 3 clusters Score -408195.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -408212.218750 Penalty: 4246.739746
	Iteration 31Q: 3 clusters Score -408212.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -408234.875000 Penalty: 4246.739746
	Iteration 32Q: 3 clusters Score -408234.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -408257.156250 Penalty: 4246.739746
	Iteration 33Q: 3 clusters Score -408257.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -408278.093750 Penalty: 4246.739746
	Iteration 34Q: 3 clusters Score -408278.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -408299.000000 Penalty: 4246.739746
	Iteration 35Q: 3 clusters Score -408299 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -408326.812500 Penalty: 4246.739746
	Iteration 36Q: 3 clusters Score -408326.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -408353.937500 Penalty: 4246.739746
	Iteration 37Q: 3 clusters Score -408353.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -408378.937500 Penalty: 4246.739746
	Iteration 38Q: 3 clusters Score -408378.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -408406.781250 Penalty: 4246.739746
	Iteration 39Q: 3 clusters Score -408406.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -408440.156250 Penalty: 4246.739746
	Iteration 40F: 3 clusters Score -408440.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -408480.125000 Penalty: 4246.739746
	Iteration 41Q: 3 clusters Score -408480.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -408507.531250 Penalty: 4246.739746
	Iteration 42Q: 3 clusters Score -408507.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -408532.531250 Penalty: 4246.739746
	Iteration 43Q: 3 clusters Score -408532.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -408554.593750 Penalty: 4246.739746
	Iteration 44Q: 3 clusters Score -408554.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -408575.562500 Penalty: 4246.739746
	Iteration 45Q: 3 clusters Score -408575.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -408599.593750 Penalty: 4246.739746
	Iteration 46Q: 3 clusters Score -408599.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -408624.218750 Penalty: 4246.739746
	Iteration 47Q: 3 clusters Score -408624.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -408647.625000 Penalty: 4246.739746
	Iteration 48Q: 3 clusters Score -408647.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -408668.375000 Penalty: 4246.739746
	Iteration 49Q: 3 clusters Score -408668.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -408698.843750 Penalty: 4246.739746
	Iteration 50Q: 3 clusters Score -408698.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -408722.718750 Penalty: 4246.739746
	Iteration 51Q: 3 clusters Score -408722.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -408744.531250 Penalty: 4246.739746
	Iteration 52Q: 3 clusters Score -408744.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -408766.906250 Penalty: 4246.739746
	Iteration 53Q: 3 clusters Score -408766.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -408781.437500 Penalty: 4246.739746
	Iteration 54Q: 3 clusters Score -408781.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -408793.843750 Penalty: 4246.739746
	Iteration 55Q: 3 clusters Score -408793.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -408805.062500 Penalty: 4246.739746
	Iteration 56Q: 3 clusters Score -408805.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -408814.187500 Penalty: 4246.739746
	Iteration 57Q: 3 clusters Score -408814.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -408824.906250 Penalty: 4246.739746
	Iteration 58Q: 3 clusters Score -408824.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -408831.812500 Penalty: 4246.739746
	Iteration 59Q: 3 clusters Score -408831.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -408838.250000 Penalty: 4246.739746
	Iteration 60F: 3 clusters Score -408838.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -408844.062500 Penalty: 4246.739746
	Iteration 61Q: 3 clusters Score -408844.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -408853.062500 Penalty: 4246.739746
	Iteration 62Q: 3 clusters Score -408853.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -408861.718750 Penalty: 4246.739746
	Iteration 63Q: 3 clusters Score -408861.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -408869.562500 Penalty: 4246.739746
	Iteration 64Q: 3 clusters Score -408869.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -408881.843750 Penalty: 4246.739746
	Iteration 65Q: 3 clusters Score -408881.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -408887.312500 Penalty: 4246.739746
	Iteration 66Q: 3 clusters Score -408887.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -408895.281250 Penalty: 4246.739746
	Iteration 67Q: 3 clusters Score -408895.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -408897.968750 Penalty: 4246.739746
	Iteration 68Q: 3 clusters Score -408898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -408900.218750 Penalty: 4246.739746
	Iteration 69Q: 3 clusters Score -408900.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -408903.968750 Penalty: 4246.739746
	Iteration 70Q: 3 clusters Score -408904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -408908.250000 Penalty: 4246.739746
	Iteration 71Q: 3 clusters Score -408908.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -408912.687500 Penalty: 4246.739746
	Iteration 72Q: 3 clusters Score -408912.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -408916.906250 Penalty: 4246.739746
	Iteration 73Q: 3 clusters Score -408916.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -408921.062500 Penalty: 4246.739746
	Iteration 74Q: 3 clusters Score -408921.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -408924.937500 Penalty: 4246.739746
	Iteration 75Q: 3 clusters Score -408924.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -408928.718750 Penalty: 4246.739746
	Iteration 76Q: 3 clusters Score -408928.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -408930.562500 Penalty: 4246.739746
	Iteration 77Q: 3 clusters Score -408930.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -408933.343750 Penalty: 4246.739746
	Iteration 78Q: 3 clusters Score -408933.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -408933.687500 Penalty: 4246.739746
	Iteration 79Q: 3 clusters Score -408933.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -408934.375000 Penalty: 4246.739746
	Iteration 80F: 3 clusters Score -408934.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -408936.375000 Penalty: 4246.739746
	Iteration 81Q: 3 clusters Score -408936.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -408936.375000 Penalty: 4246.739746
	Iteration 82F: 3 clusters Score -408936.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (28330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28330 members 
Entering Unmasked Estep 
Score: -2201920.250000 Penalty: 2542.415771
	Iteration 0F: 2 clusters Score -2201920 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -2182434.250000 Penalty: 5084.831543
	Iteration 0F: 3 clusters Score -2182434 nChanged 12723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -2189336.250000 Penalty: 5084.831543
	Iteration 1F: 3 clusters Score -2189336 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -2189872.000000 Penalty: 5084.831543
	Iteration 2F: 3 clusters Score -2189872 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -2190458.750000 Penalty: 5084.831543
	Iteration 3Q: 3 clusters Score -2190459 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -2191159.000000 Penalty: 5084.831543
	Iteration 4F: 3 clusters Score -2191159 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18322 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -2192120.250000 Penalty: 5084.831543
	Iteration 5F: 3 clusters Score -2192120 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19761 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -2193361.750000 Penalty: 5084.831543
	Iteration 6F: 3 clusters Score -2193362 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21353 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -2194828.750000 Penalty: 5084.831543
	Iteration 7F: 3 clusters Score -2194829 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22870 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -2196221.000000 Penalty: 5084.831543
	Iteration 8F: 3 clusters Score -2196221 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24135 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -2197387.250000 Penalty: 5084.831543
	Iteration 9F: 3 clusters Score -2197387 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25126 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -2198301.250000 Penalty: 5084.831543
	Iteration 10Q: 3 clusters Score -2198301 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25769 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -2198958.000000 Penalty: 5084.831543
	Iteration 11Q: 3 clusters Score -2198958 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26141 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -2199494.750000 Penalty: 5084.831543
	Iteration 12Q: 3 clusters Score -2199495 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26360 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -2199894.500000 Penalty: 5084.831543
	Iteration 13Q: 3 clusters Score -2199894 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26469 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -2200138.000000 Penalty: 5084.831543
	Iteration 14Q: 3 clusters Score -2200138 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26557 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -2200313.250000 Penalty: 5084.831543
	Iteration 15Q: 3 clusters Score -2200313 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26621 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -2200448.250000 Penalty: 5084.831543
	Iteration 16Q: 3 clusters Score -2200448 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26651 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -2200507.750000 Penalty: 5084.831543
	Iteration 17Q: 3 clusters Score -2200508 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26664 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -2200545.000000 Penalty: 5084.831543
	Iteration 18Q: 3 clusters Score -2200545 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26678 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -2200559.750000 Penalty: 5084.831543
	Iteration 19Q: 3 clusters Score -2200560 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26689 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -2200585.750000 Penalty: 5084.831543
	Iteration 20F: 3 clusters Score -2200586 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26691 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -2200596.500000 Penalty: 5084.831543
	Iteration 21Q: 3 clusters Score -2200596 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26694 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -2200613.000000 Penalty: 5084.831543
	Iteration 22Q: 3 clusters Score -2200613 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26698 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -2200622.250000 Penalty: 5084.831543
	Iteration 23Q: 3 clusters Score -2200622 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26706 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -2200622.750000 Penalty: 5084.831543
	Iteration 24Q: 3 clusters Score -2200623 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26705 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -2200623.000000 Penalty: 5084.831543
	Iteration 25Q: 3 clusters Score -2200623 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26708 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -2200632.500000 Penalty: 5084.831543
	Iteration 26Q: 3 clusters Score -2200632 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26713 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -2200633.750000 Penalty: 5084.831543
	Iteration 27Q: 3 clusters Score -2200634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26713 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -2200635.750000 Penalty: 5084.831543
	Iteration 28Q: 3 clusters Score -2200636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26711 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -2200637.500000 Penalty: 5084.831543
	Iteration 29Q: 3 clusters Score -2200638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26710 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -2200635.000000 Penalty: 5084.831543
	Iteration 30Q: 3 clusters Score -2200635 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26710 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -2200635.000000 Penalty: 5084.831543
	Iteration 31F: 3 clusters Score -2200635 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (219167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219167 members 
Entering Unmasked Estep 
Score: -17388552.000000 Penalty: 3049.802246
	Iteration 0F: 2 clusters Score -1.738855e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109776 members 
Mstep: Class 2 contains 109391 members 
Entering Unmasked Estep 
Score: -17241724.000000 Penalty: 6099.604492
	Iteration 0F: 3 clusters Score -1.724172e+07 nChanged 105165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112321 members 
Mstep: Class 2 contains 106846 members 
Entering Unmasked Estep 
Score: -17303806.000000 Penalty: 6099.604492
	Iteration 1F: 3 clusters Score -1.730381e+07 nChanged 5658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113377 members 
Mstep: Class 2 contains 105790 members 
Entering Unmasked Estep 
Score: -17304850.000000 Penalty: 6099.604492
	Iteration 2Q: 3 clusters Score -1.730485e+07 nChanged 5721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114912 members 
Mstep: Class 2 contains 104255 members 
Entering Unmasked Estep 
Score: -17305976.000000 Penalty: 6099.604492
	Iteration 3Q: 3 clusters Score -1.730598e+07 nChanged 6165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117243 members 
Mstep: Class 2 contains 101924 members 
Entering Unmasked Estep 
Score: -17307662.000000 Penalty: 6099.604492
	Iteration 4Q: 3 clusters Score -1.730766e+07 nChanged 6998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120921 members 
Mstep: Class 2 contains 98246 members 
Entering Unmasked Estep 
Score: -17309824.000000 Penalty: 6099.604492
	Iteration 5Q: 3 clusters Score -1.730982e+07 nChanged 8206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126333 members 
Mstep: Class 2 contains 92834 members 
Entering Unmasked Estep 
Score: -17313134.000000 Penalty: 6099.604492
	Iteration 6Q: 3 clusters Score -1.731313e+07 nChanged 9903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134196 members 
Mstep: Class 2 contains 84971 members 
Entering Unmasked Estep 
Score: -17318366.000000 Penalty: 6099.604492
	Iteration 7Q: 3 clusters Score -1.731837e+07 nChanged 12030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144984 members 
Mstep: Class 2 contains 74183 members 
Entering Unmasked Estep 
Score: -17326108.000000 Penalty: 6099.604492
	Iteration 8F: 3 clusters Score -1.732611e+07 nChanged 14439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158813 members 
Mstep: Class 2 contains 60354 members 
Entering Unmasked Estep 
Score: -17337044.000000 Penalty: 6099.604492
	Iteration 9F: 3 clusters Score -1.733704e+07 nChanged 15698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174349 members 
Mstep: Class 2 contains 44818 members 
Entering Unmasked Estep 
Score: -17350188.000000 Penalty: 6099.604492
	Iteration 10F: 3 clusters Score -1.735019e+07 nChanged 14731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189016 members 
Mstep: Class 2 contains 30151 members 
Entering Unmasked Estep 
Score: -17362900.000000 Penalty: 6099.604492
	Iteration 11F: 3 clusters Score -1.73629e+07 nChanged 11642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200638 members 
Mstep: Class 2 contains 18529 members 
Entering Unmasked Estep 
Score: -17372726.000000 Penalty: 6099.604492
	Iteration 12F: 3 clusters Score -1.737273e+07 nChanged 7708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208338 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -17378946.000000 Penalty: 6099.604492
	Iteration 13Q: 3 clusters Score -1.737895e+07 nChanged 4567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212901 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -17382318.000000 Penalty: 6099.604492
	Iteration 14Q: 3 clusters Score -1.738232e+07 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215352 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -17384078.000000 Penalty: 6099.604492
	Iteration 15Q: 3 clusters Score -1.738408e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216630 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -17384972.000000 Penalty: 6099.604492
	Iteration 16Q: 3 clusters Score -1.738497e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217273 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -17385414.000000 Penalty: 6099.604492
	Iteration 17Q: 3 clusters Score -1.738541e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217646 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -17385754.000000 Penalty: 6099.604492
	Iteration 18Q: 3 clusters Score -1.738575e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217851 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -17385974.000000 Penalty: 6099.604492
	Iteration 19Q: 3 clusters Score -1.738597e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217944 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -17386126.000000 Penalty: 6099.604492
	Iteration 20F: 3 clusters Score -1.738613e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217977 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -17386210.000000 Penalty: 6099.604492
	Iteration 21Q: 3 clusters Score -1.738621e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218002 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -17386258.000000 Penalty: 6099.604492
	Iteration 22Q: 3 clusters Score -1.738626e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218004 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -17386264.000000 Penalty: 6099.604492
	Iteration 23Q: 3 clusters Score -1.738626e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218004 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -17386284.000000 Penalty: 6099.604492
	Iteration 24Q: 3 clusters Score -1.738628e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218010 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -17386310.000000 Penalty: 6099.604492
	Iteration 25Q: 3 clusters Score -1.738631e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218017 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -17386334.000000 Penalty: 6099.604492
	Iteration 26Q: 3 clusters Score -1.738633e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218019 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -17386352.000000 Penalty: 6099.604492
	Iteration 27Q: 3 clusters Score -1.738635e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218020 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -17386366.000000 Penalty: 6099.604492
	Iteration 28Q: 3 clusters Score -1.738637e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218028 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -17386368.000000 Penalty: 6099.604492
	Iteration 29Q: 3 clusters Score -1.738637e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218025 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -17386370.000000 Penalty: 6099.604492
	Iteration 30Q: 3 clusters Score -1.738637e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218021 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -17386376.000000 Penalty: 6099.604492
	Iteration 31Q: 3 clusters Score -1.738638e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218022 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -17386380.000000 Penalty: 6099.604492
	Iteration 32Q: 3 clusters Score -1.738638e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218025 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -17386374.000000 Penalty: 6099.604492
	Iteration 33Q: 3 clusters Score -1.738637e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218024 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -17386370.000000 Penalty: 6099.604492
	Iteration 34Q: 3 clusters Score -1.738637e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218025 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -17386364.000000 Penalty: 6099.604492
	Iteration 35Q: 3 clusters Score -1.738636e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218024 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -17386376.000000 Penalty: 6099.604492
	Iteration 36Q: 3 clusters Score -1.738638e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218022 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -17386378.000000 Penalty: 6099.604492
	Iteration 37Q: 3 clusters Score -1.738638e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218019 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -17386376.000000 Penalty: 6099.604492
	Iteration 38Q: 3 clusters Score -1.738638e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218019 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -17386386.000000 Penalty: 6099.604492
	Iteration 39Q: 3 clusters Score -1.738639e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218018 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -17386378.000000 Penalty: 6099.604492
	Iteration 40F: 3 clusters Score -1.738638e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218023 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -17386390.000000 Penalty: 6099.604492
	Iteration 41Q: 3 clusters Score -1.738639e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218026 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -17386384.000000 Penalty: 6099.604492
	Iteration 42Q: 3 clusters Score -1.738638e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218025 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -17386414.000000 Penalty: 6099.604492
	Iteration 43Q: 3 clusters Score -1.738641e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218026 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -17386414.000000 Penalty: 6099.604492
	Iteration 44Q: 3 clusters Score -1.738641e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218033 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -17386402.000000 Penalty: 6099.604492
	Iteration 45Q: 3 clusters Score -1.73864e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218035 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -17386410.000000 Penalty: 6099.604492
	Iteration 46Q: 3 clusters Score -1.738641e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218036 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -17386422.000000 Penalty: 6099.604492
	Iteration 47Q: 3 clusters Score -1.738642e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218033 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -17386426.000000 Penalty: 6099.604492
	Iteration 48Q: 3 clusters Score -1.738643e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218032 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -17386430.000000 Penalty: 6099.604492
	Iteration 49Q: 3 clusters Score -1.738643e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218033 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -17386420.000000 Penalty: 6099.604492
	Iteration 50Q: 3 clusters Score -1.738642e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218031 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -17386434.000000 Penalty: 6099.604492
	Iteration 51Q: 3 clusters Score -1.738643e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218030 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -17386432.000000 Penalty: 6099.604492
	Iteration 52Q: 3 clusters Score -1.738643e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218028 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -17386436.000000 Penalty: 6099.604492
	Iteration 53Q: 3 clusters Score -1.738644e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218028 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -17386442.000000 Penalty: 6099.604492
	Iteration 54Q: 3 clusters Score -1.738644e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218030 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -17386436.000000 Penalty: 6099.604492
	Iteration 55Q: 3 clusters Score -1.738644e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218027 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -17386450.000000 Penalty: 6099.604492
	Iteration 56Q: 3 clusters Score -1.738645e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218021 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -17386446.000000 Penalty: 6099.604492
	Iteration 57Q: 3 clusters Score -1.738645e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218014 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -17386436.000000 Penalty: 6099.604492
	Iteration 58Q: 3 clusters Score -1.738644e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218010 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -17386428.000000 Penalty: 6099.604492
	Iteration 59Q: 3 clusters Score -1.738643e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218012 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -17386436.000000 Penalty: 6099.604492
	Iteration 60F: 3 clusters Score -1.738644e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218010 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -17386436.000000 Penalty: 6099.604492
	Iteration 61Q: 3 clusters Score -1.738644e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218008 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -17386448.000000 Penalty: 6099.604492
	Iteration 62Q: 3 clusters Score -1.738645e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218007 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -17386442.000000 Penalty: 6099.604492
	Iteration 63Q: 3 clusters Score -1.738644e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218005 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -17386446.000000 Penalty: 6099.604492
	Iteration 64Q: 3 clusters Score -1.738645e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218005 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -17386438.000000 Penalty: 6099.604492
	Iteration 65Q: 3 clusters Score -1.738644e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218002 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -17386438.000000 Penalty: 6099.604492
	Iteration 66Q: 3 clusters Score -1.738644e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218001 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -17386436.000000 Penalty: 6099.604492
	Iteration 67Q: 3 clusters Score -1.738644e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217996 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -17386436.000000 Penalty: 6099.604492
	Iteration 68Q: 3 clusters Score -1.738644e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217991 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -17386440.000000 Penalty: 6099.604492
	Iteration 69Q: 3 clusters Score -1.738644e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217988 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -17386440.000000 Penalty: 6099.604492
	Iteration 70Q: 3 clusters Score -1.738644e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217988 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -17386446.000000 Penalty: 6099.604492
	Iteration 71Q: 3 clusters Score -1.738645e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217989 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -17386446.000000 Penalty: 6099.604492
	Iteration 72Q: 3 clusters Score -1.738645e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217989 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -17386454.000000 Penalty: 6099.604492
	Iteration 73Q: 3 clusters Score -1.738645e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217987 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -17386446.000000 Penalty: 6099.604492
	Iteration 74Q: 3 clusters Score -1.738645e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217987 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -17386440.000000 Penalty: 6099.604492
	Iteration 75Q: 3 clusters Score -1.738644e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217985 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -17386446.000000 Penalty: 6099.604492
	Iteration 76Q: 3 clusters Score -1.738645e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217984 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -17386450.000000 Penalty: 6099.604492
	Iteration 77Q: 3 clusters Score -1.738645e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217984 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -17386450.000000 Penalty: 6099.604492
	Iteration 78F: 3 clusters Score -1.738645e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (49237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49237 members 
Entering Unmasked Estep 
Score: -3831840.500000 Penalty: 2679.491211
	Iteration 0F: 2 clusters Score -3831840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24572 members 
Mstep: Class 2 contains 24665 members 
Entering Unmasked Estep 
Score: -3798610.000000 Penalty: 5358.982422
	Iteration 0F: 3 clusters Score -3798610 nChanged 22648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23990 members 
Mstep: Class 2 contains 25247 members 
Entering Unmasked Estep 
Score: -3811285.500000 Penalty: 5358.982422
	Iteration 1F: 3 clusters Score -3811286 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23683 members 
Mstep: Class 2 contains 25554 members 
Entering Unmasked Estep 
Score: -3811789.250000 Penalty: 5358.982422
	Iteration 2Q: 3 clusters Score -3811789 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23202 members 
Mstep: Class 2 contains 26035 members 
Entering Unmasked Estep 
Score: -3812267.250000 Penalty: 5358.982422
	Iteration 3Q: 3 clusters Score -3812267 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22473 members 
Mstep: Class 2 contains 26764 members 
Entering Unmasked Estep 
Score: -3812743.500000 Penalty: 5358.982422
	Iteration 4Q: 3 clusters Score -3812744 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21482 members 
Mstep: Class 2 contains 27755 members 
Entering Unmasked Estep 
Score: -3813264.500000 Penalty: 5358.982422
	Iteration 5Q: 3 clusters Score -3813264 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20105 members 
Mstep: Class 2 contains 29132 members 
Entering Unmasked Estep 
Score: -3813953.500000 Penalty: 5358.982422
	Iteration 6Q: 3 clusters Score -3813954 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18190 members 
Mstep: Class 2 contains 31047 members 
Entering Unmasked Estep 
Score: -3814956.750000 Penalty: 5358.982422
	Iteration 7Q: 3 clusters Score -3814957 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15690 members 
Mstep: Class 2 contains 33547 members 
Entering Unmasked Estep 
Score: -3816399.000000 Penalty: 5358.982422
	Iteration 8F: 3 clusters Score -3816399 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 36600 members 
Entering Unmasked Estep 
Score: -3818488.750000 Penalty: 5358.982422
	Iteration 9F: 3 clusters Score -3818489 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 40114 members 
Entering Unmasked Estep 
Score: -3821317.750000 Penalty: 5358.982422
	Iteration 10F: 3 clusters Score -3821318 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 43501 members 
Entering Unmasked Estep 
Score: -3824336.250000 Penalty: 5358.982422
	Iteration 11F: 3 clusters Score -3824336 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 46144 members 
Entering Unmasked Estep 
Score: -3826807.500000 Penalty: 5358.982422
	Iteration 12F: 3 clusters Score -3826808 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 47737 members 
Entering Unmasked Estep 
Score: -3828354.000000 Penalty: 5358.982422
	Iteration 13Q: 3 clusters Score -3828354 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 48478 members 
Entering Unmasked Estep 
Score: -3829073.000000 Penalty: 5358.982422
	Iteration 14Q: 3 clusters Score -3829073 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 48765 members 
Entering Unmasked Estep 
Score: -3829358.000000 Penalty: 5358.982422
	Iteration 15Q: 3 clusters Score -3829358 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 48869 members 
Entering Unmasked Estep 
Score: -3829487.750000 Penalty: 5358.982422
	Iteration 16Q: 3 clusters Score -3829488 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 48911 members 
Entering Unmasked Estep 
Score: -3829570.750000 Penalty: 5358.982422
	Iteration 17Q: 3 clusters Score -3829571 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 48935 members 
Entering Unmasked Estep 
Score: -3829616.750000 Penalty: 5358.982422
	Iteration 18Q: 3 clusters Score -3829617 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 48951 members 
Entering Unmasked Estep 
Score: -3829650.500000 Penalty: 5358.982422
	Iteration 19Q: 3 clusters Score -3829650 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 48961 members 
Entering Unmasked Estep 
Score: -3829664.500000 Penalty: 5358.982422
	Iteration 20F: 3 clusters Score -3829664 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 48960 members 
Entering Unmasked Estep 
Score: -3829671.000000 Penalty: 5358.982422
	Iteration 21Q: 3 clusters Score -3829671 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 48964 members 
Entering Unmasked Estep 
Score: -3829674.750000 Penalty: 5358.982422
	Iteration 22Q: 3 clusters Score -3829675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 48965 members 
Entering Unmasked Estep 
Score: -3829678.250000 Penalty: 5358.982422
	Iteration 23Q: 3 clusters Score -3829678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 48967 members 
Entering Unmasked Estep 
Score: -3829684.000000 Penalty: 5358.982422
	Iteration 24Q: 3 clusters Score -3829684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 48969 members 
Entering Unmasked Estep 
Score: -3829685.000000 Penalty: 5358.982422
	Iteration 25Q: 3 clusters Score -3829685 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 48969 members 
Entering Unmasked Estep 
Score: -3829685.000000 Penalty: 5358.982422
	Iteration 26F: 3 clusters Score -3829685 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (154269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154269 members 
Entering Unmasked Estep 
Score: -12352132.000000 Penalty: 2962.720459
	Iteration 0F: 2 clusters Score -1.235213e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77345 members 
Mstep: Class 2 contains 76924 members 
Entering Unmasked Estep 
Score: -12248298.000000 Penalty: 5925.440918
	Iteration 0F: 3 clusters Score -1.22483e+07 nChanged 74010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80841 members 
Mstep: Class 2 contains 73428 members 
Entering Unmasked Estep 
Score: -12291460.000000 Penalty: 5925.440918
	Iteration 1F: 3 clusters Score -1.229146e+07 nChanged 4279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82976 members 
Mstep: Class 2 contains 71293 members 
Entering Unmasked Estep 
Score: -12292353.000000 Penalty: 5925.440918
	Iteration 2Q: 3 clusters Score -1.229235e+07 nChanged 4770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86374 members 
Mstep: Class 2 contains 67895 members 
Entering Unmasked Estep 
Score: -12293734.000000 Penalty: 5925.440918
	Iteration 3Q: 3 clusters Score -1.229373e+07 nChanged 5729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91407 members 
Mstep: Class 2 contains 62862 members 
Entering Unmasked Estep 
Score: -12295780.000000 Penalty: 5925.440918
	Iteration 4Q: 3 clusters Score -1.229578e+07 nChanged 7700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98871 members 
Mstep: Class 2 contains 55398 members 
Entering Unmasked Estep 
Score: -12299541.000000 Penalty: 5925.440918
	Iteration 5Q: 3 clusters Score -1.229954e+07 nChanged 10749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109560 members 
Mstep: Class 2 contains 44709 members 
Entering Unmasked Estep 
Score: -12306795.000000 Penalty: 5925.440918
	Iteration 6F: 3 clusters Score -1.23068e+07 nChanged 13891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123439 members 
Mstep: Class 2 contains 30830 members 
Entering Unmasked Estep 
Score: -12318589.000000 Penalty: 5925.440918
	Iteration 7F: 3 clusters Score -1.231859e+07 nChanged 14516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137953 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -12333129.000000 Penalty: 5925.440918
	Iteration 8F: 3 clusters Score -1.233313e+07 nChanged 10307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148258 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -12343750.000000 Penalty: 5925.440918
	Iteration 9F: 3 clusters Score -1.234375e+07 nChanged 4172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152426 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -12347862.000000 Penalty: 5925.440918
	Iteration 10Q: 3 clusters Score -1.234786e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153543 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -12349003.000000 Penalty: 5925.440918
	Iteration 11Q: 3 clusters Score -1.2349e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153791 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -12349280.000000 Penalty: 5925.440918
	Iteration 12Q: 3 clusters Score -1.234928e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153840 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -12349450.000000 Penalty: 5925.440918
	Iteration 13Q: 3 clusters Score -1.234945e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153870 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -12349558.000000 Penalty: 5925.440918
	Iteration 14Q: 3 clusters Score -1.234956e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153886 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -12349601.000000 Penalty: 5925.440918
	Iteration 15Q: 3 clusters Score -1.23496e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153895 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -12349645.000000 Penalty: 5925.440918
	Iteration 16Q: 3 clusters Score -1.234964e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153900 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -12349653.000000 Penalty: 5925.440918
	Iteration 17Q: 3 clusters Score -1.234965e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153902 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -12349679.000000 Penalty: 5925.440918
	Iteration 18Q: 3 clusters Score -1.234968e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153908 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -12349675.000000 Penalty: 5925.440918
	Iteration 19Q: 3 clusters Score -1.234968e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153916 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -12349712.000000 Penalty: 5925.440918
	Iteration 20F: 3 clusters Score -1.234971e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153924 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -12349725.000000 Penalty: 5925.440918
	Iteration 21Q: 3 clusters Score -1.234972e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153921 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -12349744.000000 Penalty: 5925.440918
	Iteration 22Q: 3 clusters Score -1.234974e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153921 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -12349785.000000 Penalty: 5925.440918
	Iteration 23Q: 3 clusters Score -1.234978e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153917 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -12349791.000000 Penalty: 5925.440918
	Iteration 24Q: 3 clusters Score -1.234979e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153911 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -12349800.000000 Penalty: 5925.440918
	Iteration 25Q: 3 clusters Score -1.23498e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153906 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -12349809.000000 Penalty: 5925.440918
	Iteration 26Q: 3 clusters Score -1.234981e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153904 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -12349795.000000 Penalty: 5925.440918
	Iteration 27Q: 3 clusters Score -1.23498e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153902 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -12349809.000000 Penalty: 5925.440918
	Iteration 28Q: 3 clusters Score -1.234981e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153902 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -12349809.000000 Penalty: 5925.440918
	Iteration 29F: 3 clusters Score -1.234981e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (108654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108654 members 
Entering Unmasked Estep 
Score: -8660073.000000 Penalty: 2875.789062
	Iteration 0F: 2 clusters Score -8660073 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54451 members 
Mstep: Class 2 contains 54203 members 
Entering Unmasked Estep 
Score: -8587588.000000 Penalty: 5751.578125
	Iteration 0F: 3 clusters Score -8587588 nChanged 51477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55386 members 
Mstep: Class 2 contains 53268 members 
Entering Unmasked Estep 
Score: -8616493.000000 Penalty: 5751.578125
	Iteration 1F: 3 clusters Score -8616493 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55848 members 
Mstep: Class 2 contains 52806 members 
Entering Unmasked Estep 
Score: -8617405.000000 Penalty: 5751.578125
	Iteration 2Q: 3 clusters Score -8617405 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56622 members 
Mstep: Class 2 contains 52032 members 
Entering Unmasked Estep 
Score: -8618709.000000 Penalty: 5751.578125
	Iteration 3Q: 3 clusters Score -8618709 nChanged 4470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57776 members 
Mstep: Class 2 contains 50878 members 
Entering Unmasked Estep 
Score: -8620574.000000 Penalty: 5751.578125
	Iteration 4Q: 3 clusters Score -8620574 nChanged 5068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59358 members 
Mstep: Class 2 contains 49296 members 
Entering Unmasked Estep 
Score: -8623146.000000 Penalty: 5751.578125
	Iteration 5Q: 3 clusters Score -8623146 nChanged 5625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61401 members 
Mstep: Class 2 contains 47253 members 
Entering Unmasked Estep 
Score: -8626381.000000 Penalty: 5751.578125
	Iteration 6F: 3 clusters Score -8626381 nChanged 5971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63634 members 
Mstep: Class 2 contains 45020 members 
Entering Unmasked Estep 
Score: -8630042.000000 Penalty: 5751.578125
	Iteration 7F: 3 clusters Score -8630042 nChanged 6166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66010 members 
Mstep: Class 2 contains 42644 members 
Entering Unmasked Estep 
Score: -8634034.000000 Penalty: 5751.578125
	Iteration 8F: 3 clusters Score -8634034 nChanged 6197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68243 members 
Mstep: Class 2 contains 40411 members 
Entering Unmasked Estep 
Score: -8638209.000000 Penalty: 5751.578125
	Iteration 9F: 3 clusters Score -8638209 nChanged 5747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69966 members 
Mstep: Class 2 contains 38688 members 
Entering Unmasked Estep 
Score: -8641741.000000 Penalty: 5751.578125
	Iteration 10F: 3 clusters Score -8641741 nChanged 4859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71091 members 
Mstep: Class 2 contains 37563 members 
Entering Unmasked Estep 
Score: -8644345.000000 Penalty: 5751.578125
	Iteration 11Q: 3 clusters Score -8644345 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71829 members 
Mstep: Class 2 contains 36825 members 
Entering Unmasked Estep 
Score: -8646068.000000 Penalty: 5751.578125
	Iteration 12Q: 3 clusters Score -8646068 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72276 members 
Mstep: Class 2 contains 36378 members 
Entering Unmasked Estep 
Score: -8647002.000000 Penalty: 5751.578125
	Iteration 13Q: 3 clusters Score -8647002 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72574 members 
Mstep: Class 2 contains 36080 members 
Entering Unmasked Estep 
Score: -8647500.000000 Penalty: 5751.578125
	Iteration 14Q: 3 clusters Score -8647500 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72761 members 
Mstep: Class 2 contains 35893 members 
Entering Unmasked Estep 
Score: -8647907.000000 Penalty: 5751.578125
	Iteration 15Q: 3 clusters Score -8647907 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72950 members 
Mstep: Class 2 contains 35704 members 
Entering Unmasked Estep 
Score: -8648220.000000 Penalty: 5751.578125
	Iteration 16Q: 3 clusters Score -8648220 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73095 members 
Mstep: Class 2 contains 35559 members 
Entering Unmasked Estep 
Score: -8648361.000000 Penalty: 5751.578125
	Iteration 17Q: 3 clusters Score -8648361 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73225 members 
Mstep: Class 2 contains 35429 members 
Entering Unmasked Estep 
Score: -8648471.000000 Penalty: 5751.578125
	Iteration 18Q: 3 clusters Score -8648471 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73345 members 
Mstep: Class 2 contains 35309 members 
Entering Unmasked Estep 
Score: -8648565.000000 Penalty: 5751.578125
	Iteration 19Q: 3 clusters Score -8648565 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73490 members 
Mstep: Class 2 contains 35164 members 
Entering Unmasked Estep 
Score: -8648671.000000 Penalty: 5751.578125
	Iteration 20F: 3 clusters Score -8648671 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73638 members 
Mstep: Class 2 contains 35016 members 
Entering Unmasked Estep 
Score: -8648779.000000 Penalty: 5751.578125
	Iteration 21Q: 3 clusters Score -8648779 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73798 members 
Mstep: Class 2 contains 34856 members 
Entering Unmasked Estep 
Score: -8648876.000000 Penalty: 5751.578125
	Iteration 22Q: 3 clusters Score -8648876 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73977 members 
Mstep: Class 2 contains 34677 members 
Entering Unmasked Estep 
Score: -8648901.000000 Penalty: 5751.578125
	Iteration 23Q: 3 clusters Score -8648901 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74151 members 
Mstep: Class 2 contains 34503 members 
Entering Unmasked Estep 
Score: -8649000.000000 Penalty: 5751.578125
	Iteration 24Q: 3 clusters Score -8649000 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74344 members 
Mstep: Class 2 contains 34310 members 
Entering Unmasked Estep 
Score: -8649079.000000 Penalty: 5751.578125
	Iteration 25Q: 3 clusters Score -8649079 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74568 members 
Mstep: Class 2 contains 34086 members 
Entering Unmasked Estep 
Score: -8649151.000000 Penalty: 5751.578125
	Iteration 26Q: 3 clusters Score -8649151 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74815 members 
Mstep: Class 2 contains 33839 members 
Entering Unmasked Estep 
Score: -8649190.000000 Penalty: 5751.578125
	Iteration 27Q: 3 clusters Score -8649190 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75033 members 
Mstep: Class 2 contains 33621 members 
Entering Unmasked Estep 
Score: -8649203.000000 Penalty: 5751.578125
	Iteration 28Q: 3 clusters Score -8649203 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75290 members 
Mstep: Class 2 contains 33364 members 
Entering Unmasked Estep 
Score: -8649214.000000 Penalty: 5751.578125
	Iteration 29Q: 3 clusters Score -8649214 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75568 members 
Mstep: Class 2 contains 33086 members 
Entering Unmasked Estep 
Score: -8649282.000000 Penalty: 5751.578125
	Iteration 30Q: 3 clusters Score -8649282 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75840 members 
Mstep: Class 2 contains 32814 members 
Entering Unmasked Estep 
Score: -8649324.000000 Penalty: 5751.578125
	Iteration 31Q: 3 clusters Score -8649324 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76114 members 
Mstep: Class 2 contains 32540 members 
Entering Unmasked Estep 
Score: -8649334.000000 Penalty: 5751.578125
	Iteration 32Q: 3 clusters Score -8649334 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76412 members 
Mstep: Class 2 contains 32242 members 
Entering Unmasked Estep 
Score: -8649406.000000 Penalty: 5751.578125
	Iteration 33Q: 3 clusters Score -8649406 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76749 members 
Mstep: Class 2 contains 31905 members 
Entering Unmasked Estep 
Score: -8649445.000000 Penalty: 5751.578125
	Iteration 34Q: 3 clusters Score -8649445 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77072 members 
Mstep: Class 2 contains 31582 members 
Entering Unmasked Estep 
Score: -8649490.000000 Penalty: 5751.578125
	Iteration 35Q: 3 clusters Score -8649490 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77355 members 
Mstep: Class 2 contains 31299 members 
Entering Unmasked Estep 
Score: -8649515.000000 Penalty: 5751.578125
	Iteration 36Q: 3 clusters Score -8649515 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77688 members 
Mstep: Class 2 contains 30966 members 
Entering Unmasked Estep 
Score: -8649541.000000 Penalty: 5751.578125
	Iteration 37Q: 3 clusters Score -8649541 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78038 members 
Mstep: Class 2 contains 30616 members 
Entering Unmasked Estep 
Score: -8649605.000000 Penalty: 5751.578125
	Iteration 38Q: 3 clusters Score -8649605 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78421 members 
Mstep: Class 2 contains 30233 members 
Entering Unmasked Estep 
Score: -8649679.000000 Penalty: 5751.578125
	Iteration 39Q: 3 clusters Score -8649679 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78865 members 
Mstep: Class 2 contains 29789 members 
Entering Unmasked Estep 
Score: -8649730.000000 Penalty: 5751.578125
	Iteration 40F: 3 clusters Score -8649730 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79351 members 
Mstep: Class 2 contains 29303 members 
Entering Unmasked Estep 
Score: -8649833.000000 Penalty: 5751.578125
	Iteration 41Q: 3 clusters Score -8649833 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79879 members 
Mstep: Class 2 contains 28775 members 
Entering Unmasked Estep 
Score: -8649916.000000 Penalty: 5751.578125
	Iteration 42Q: 3 clusters Score -8649916 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80443 members 
Mstep: Class 2 contains 28211 members 
Entering Unmasked Estep 
Score: -8649995.000000 Penalty: 5751.578125
	Iteration 43Q: 3 clusters Score -8649995 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81076 members 
Mstep: Class 2 contains 27578 members 
Entering Unmasked Estep 
Score: -8650120.000000 Penalty: 5751.578125
	Iteration 44Q: 3 clusters Score -8650120 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81726 members 
Mstep: Class 2 contains 26928 members 
Entering Unmasked Estep 
Score: -8650240.000000 Penalty: 5751.578125
	Iteration 45Q: 3 clusters Score -8650240 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82437 members 
Mstep: Class 2 contains 26217 members 
Entering Unmasked Estep 
Score: -8650452.000000 Penalty: 5751.578125
	Iteration 46Q: 3 clusters Score -8650452 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83174 members 
Mstep: Class 2 contains 25480 members 
Entering Unmasked Estep 
Score: -8650585.000000 Penalty: 5751.578125
	Iteration 47Q: 3 clusters Score -8650585 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83980 members 
Mstep: Class 2 contains 24674 members 
Entering Unmasked Estep 
Score: -8650806.000000 Penalty: 5751.578125
	Iteration 48Q: 3 clusters Score -8650806 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84922 members 
Mstep: Class 2 contains 23732 members 
Entering Unmasked Estep 
Score: -8651117.000000 Penalty: 5751.578125
	Iteration 49Q: 3 clusters Score -8651117 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85909 members 
Mstep: Class 2 contains 22745 members 
Entering Unmasked Estep 
Score: -8651365.000000 Penalty: 5751.578125
	Iteration 50Q: 3 clusters Score -8651365 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86969 members 
Mstep: Class 2 contains 21685 members 
Entering Unmasked Estep 
Score: -8651714.000000 Penalty: 5751.578125
	Iteration 51Q: 3 clusters Score -8651714 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88075 members 
Mstep: Class 2 contains 20579 members 
Entering Unmasked Estep 
Score: -8652010.000000 Penalty: 5751.578125
	Iteration 52Q: 3 clusters Score -8652010 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89213 members 
Mstep: Class 2 contains 19441 members 
Entering Unmasked Estep 
Score: -8652427.000000 Penalty: 5751.578125
	Iteration 53Q: 3 clusters Score -8652427 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90400 members 
Mstep: Class 2 contains 18254 members 
Entering Unmasked Estep 
Score: -8653033.000000 Penalty: 5751.578125
	Iteration 54Q: 3 clusters Score -8653033 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91611 members 
Mstep: Class 2 contains 17043 members 
Entering Unmasked Estep 
Score: -8653726.000000 Penalty: 5751.578125
	Iteration 55Q: 3 clusters Score -8653726 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92860 members 
Mstep: Class 2 contains 15794 members 
Entering Unmasked Estep 
Score: -8654725.000000 Penalty: 5751.578125
	Iteration 56Q: 3 clusters Score -8654725 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94105 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -8656149.000000 Penalty: 5751.578125
	Iteration 57Q: 3 clusters Score -8656149 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95171 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -8657593.000000 Penalty: 5751.578125
	Iteration 58Q: 3 clusters Score -8657593 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95819 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -8658396.000000 Penalty: 5751.578125
	Iteration 59Q: 3 clusters Score -8658396 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96172 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -8658758.000000 Penalty: 5751.578125
	Iteration 60F: 3 clusters Score -8658758 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96368 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -8658934.000000 Penalty: 5751.578125
	Iteration 61Q: 3 clusters Score -8658934 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96529 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -8659033.000000 Penalty: 5751.578125
	Iteration 62Q: 3 clusters Score -8659033 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96622 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -8659044.000000 Penalty: 5751.578125
	Iteration 63Q: 3 clusters Score -8659044 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96682 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -8659066.000000 Penalty: 5751.578125
	Iteration 64Q: 3 clusters Score -8659066 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96739 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -8659114.000000 Penalty: 5751.578125
	Iteration 65Q: 3 clusters Score -8659114 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96799 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -8659128.000000 Penalty: 5751.578125
	Iteration 66Q: 3 clusters Score -8659128 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96836 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -8659141.000000 Penalty: 5751.578125
	Iteration 67Q: 3 clusters Score -8659141 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96878 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -8659133.000000 Penalty: 5751.578125
	Iteration 68Q: 3 clusters Score -8659133 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96930 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -8659142.000000 Penalty: 5751.578125
	Iteration 69Q: 3 clusters Score -8659142 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96963 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -8659153.000000 Penalty: 5751.578125
	Iteration 70Q: 3 clusters Score -8659153 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96993 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -8659159.000000 Penalty: 5751.578125
	Iteration 71Q: 3 clusters Score -8659159 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97027 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -8659162.000000 Penalty: 5751.578125
	Iteration 72Q: 3 clusters Score -8659162 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97051 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -8659148.000000 Penalty: 5751.578125
	Iteration 73Q: 3 clusters Score -8659148 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97075 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -8659173.000000 Penalty: 5751.578125
	Iteration 74Q: 3 clusters Score -8659173 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97090 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -8659164.000000 Penalty: 5751.578125
	Iteration 75Q: 3 clusters Score -8659164 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97112 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -8659164.000000 Penalty: 5751.578125
	Iteration 76Q: 3 clusters Score -8659164 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97128 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -8659170.000000 Penalty: 5751.578125
	Iteration 77Q: 3 clusters Score -8659170 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97151 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -8659175.000000 Penalty: 5751.578125
	Iteration 78Q: 3 clusters Score -8659175 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97172 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -8659179.000000 Penalty: 5751.578125
	Iteration 79Q: 3 clusters Score -8659179 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97186 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -8659189.000000 Penalty: 5751.578125
	Iteration 80F: 3 clusters Score -8659189 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97198 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -8659188.000000 Penalty: 5751.578125
	Iteration 81Q: 3 clusters Score -8659188 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97212 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -8659207.000000 Penalty: 5751.578125
	Iteration 82Q: 3 clusters Score -8659207 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97220 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -8659201.000000 Penalty: 5751.578125
	Iteration 83Q: 3 clusters Score -8659201 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97225 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -8659199.000000 Penalty: 5751.578125
	Iteration 84Q: 3 clusters Score -8659199 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97228 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -8659198.000000 Penalty: 5751.578125
	Iteration 85Q: 3 clusters Score -8659198 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97237 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -8659205.000000 Penalty: 5751.578125
	Iteration 86Q: 3 clusters Score -8659205 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97245 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -8659206.000000 Penalty: 5751.578125
	Iteration 87Q: 3 clusters Score -8659206 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97253 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -8659204.000000 Penalty: 5751.578125
	Iteration 88Q: 3 clusters Score -8659204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97258 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -8659210.000000 Penalty: 5751.578125
	Iteration 89Q: 3 clusters Score -8659210 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97270 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -8659206.000000 Penalty: 5751.578125
	Iteration 90Q: 3 clusters Score -8659206 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97279 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -8659208.000000 Penalty: 5751.578125
	Iteration 91Q: 3 clusters Score -8659208 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97285 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -8659204.000000 Penalty: 5751.578125
	Iteration 92Q: 3 clusters Score -8659204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97286 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -8659204.000000 Penalty: 5751.578125
	Iteration 93Q: 3 clusters Score -8659204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97290 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -8659199.000000 Penalty: 5751.578125
	Iteration 94Q: 3 clusters Score -8659199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97292 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -8659209.000000 Penalty: 5751.578125
	Iteration 95Q: 3 clusters Score -8659209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97295 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -8659210.000000 Penalty: 5751.578125
	Iteration 96Q: 3 clusters Score -8659210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97298 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -8659216.000000 Penalty: 5751.578125
	Iteration 97Q: 3 clusters Score -8659216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97300 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -8659218.000000 Penalty: 5751.578125
	Iteration 98Q: 3 clusters Score -8659218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97302 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -8659210.000000 Penalty: 5751.578125
	Iteration 99Q: 3 clusters Score -8659210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97304 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -8659210.000000 Penalty: 5751.578125
	Iteration 100F: 3 clusters Score -8659210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97307 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -8659212.000000 Penalty: 5751.578125
	Iteration 101Q: 3 clusters Score -8659212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97308 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -8659210.000000 Penalty: 5751.578125
	Iteration 102Q: 3 clusters Score -8659210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97310 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -8659212.000000 Penalty: 5751.578125
	Iteration 103Q: 3 clusters Score -8659212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97311 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -8659211.000000 Penalty: 5751.578125
	Iteration 104Q: 3 clusters Score -8659211 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97311 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -8659211.000000 Penalty: 5751.578125
	Iteration 105F: 3 clusters Score -8659211 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (73241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73241 members 
Entering Unmasked Estep 
Score: -5908434.000000 Penalty: 2777.974609
	Iteration 0F: 2 clusters Score -5908434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36526 members 
Mstep: Class 2 contains 36715 members 
Entering Unmasked Estep 
Score: -5859457.500000 Penalty: 5555.949219
	Iteration 0F: 3 clusters Score -5859458 nChanged 34259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35155 members 
Mstep: Class 2 contains 38086 members 
Entering Unmasked Estep 
Score: -5879168.500000 Penalty: 5555.949219
	Iteration 1F: 3 clusters Score -5879168 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34098 members 
Mstep: Class 2 contains 39143 members 
Entering Unmasked Estep 
Score: -5880594.000000 Penalty: 5555.949219
	Iteration 2Q: 3 clusters Score -5880594 nChanged 4027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32385 members 
Mstep: Class 2 contains 40856 members 
Entering Unmasked Estep 
Score: -5882693.500000 Penalty: 5555.949219
	Iteration 3F: 3 clusters Score -5882694 nChanged 4948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29897 members 
Mstep: Class 2 contains 43344 members 
Entering Unmasked Estep 
Score: -5886021.500000 Penalty: 5555.949219
	Iteration 4F: 3 clusters Score -5886022 nChanged 5743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26678 members 
Mstep: Class 2 contains 46563 members 
Entering Unmasked Estep 
Score: -5890252.500000 Penalty: 5555.949219
	Iteration 5F: 3 clusters Score -5890252 nChanged 5695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23361 members 
Mstep: Class 2 contains 49880 members 
Entering Unmasked Estep 
Score: -5894507.500000 Penalty: 5555.949219
	Iteration 6F: 3 clusters Score -5894508 nChanged 4749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20392 members 
Mstep: Class 2 contains 52849 members 
Entering Unmasked Estep 
Score: -5897879.000000 Penalty: 5555.949219
	Iteration 7F: 3 clusters Score -5897879 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18155 members 
Mstep: Class 2 contains 55086 members 
Entering Unmasked Estep 
Score: -5900204.500000 Penalty: 5555.949219
	Iteration 8Q: 3 clusters Score -5900204 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16441 members 
Mstep: Class 2 contains 56800 members 
Entering Unmasked Estep 
Score: -5901873.000000 Penalty: 5555.949219
	Iteration 9Q: 3 clusters Score -5901873 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 58125 members 
Entering Unmasked Estep 
Score: -5903212.500000 Penalty: 5555.949219
	Iteration 10Q: 3 clusters Score -5903212 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 59132 members 
Entering Unmasked Estep 
Score: -5904156.000000 Penalty: 5555.949219
	Iteration 11Q: 3 clusters Score -5904156 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 59987 members 
Entering Unmasked Estep 
Score: -5904797.000000 Penalty: 5555.949219
	Iteration 12Q: 3 clusters Score -5904797 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 60733 members 
Entering Unmasked Estep 
Score: -5905196.500000 Penalty: 5555.949219
	Iteration 13Q: 3 clusters Score -5905196 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 61369 members 
Entering Unmasked Estep 
Score: -5905459.000000 Penalty: 5555.949219
	Iteration 14Q: 3 clusters Score -5905459 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 61888 members 
Entering Unmasked Estep 
Score: -5905648.000000 Penalty: 5555.949219
	Iteration 15Q: 3 clusters Score -5905648 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 62341 members 
Entering Unmasked Estep 
Score: -5905801.500000 Penalty: 5555.949219
	Iteration 16Q: 3 clusters Score -5905802 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 62740 members 
Entering Unmasked Estep 
Score: -5905906.000000 Penalty: 5555.949219
	Iteration 17Q: 3 clusters Score -5905906 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 63111 members 
Entering Unmasked Estep 
Score: -5905985.000000 Penalty: 5555.949219
	Iteration 18Q: 3 clusters Score -5905985 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 63421 members 
Entering Unmasked Estep 
Score: -5906046.000000 Penalty: 5555.949219
	Iteration 19Q: 3 clusters Score -5906046 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 63708 members 
Entering Unmasked Estep 
Score: -5906085.000000 Penalty: 5555.949219
	Iteration 20F: 3 clusters Score -5906085 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 63971 members 
Entering Unmasked Estep 
Score: -5906129.500000 Penalty: 5555.949219
	Iteration 21Q: 3 clusters Score -5906130 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 64222 members 
Entering Unmasked Estep 
Score: -5906171.500000 Penalty: 5555.949219
	Iteration 22Q: 3 clusters Score -5906172 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 64477 members 
Entering Unmasked Estep 
Score: -5906220.000000 Penalty: 5555.949219
	Iteration 23Q: 3 clusters Score -5906220 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 64700 members 
Entering Unmasked Estep 
Score: -5906249.000000 Penalty: 5555.949219
	Iteration 24Q: 3 clusters Score -5906249 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 64879 members 
Entering Unmasked Estep 
Score: -5906267.500000 Penalty: 5555.949219
	Iteration 25Q: 3 clusters Score -5906268 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 65034 members 
Entering Unmasked Estep 
Score: -5906291.500000 Penalty: 5555.949219
	Iteration 26Q: 3 clusters Score -5906292 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 65190 members 
Entering Unmasked Estep 
Score: -5906335.500000 Penalty: 5555.949219
	Iteration 27Q: 3 clusters Score -5906336 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 65319 members 
Entering Unmasked Estep 
Score: -5906370.000000 Penalty: 5555.949219
	Iteration 28Q: 3 clusters Score -5906370 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 65447 members 
Entering Unmasked Estep 
Score: -5906371.000000 Penalty: 5555.949219
	Iteration 29Q: 3 clusters Score -5906371 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 65570 members 
Entering Unmasked Estep 
Score: -5906374.000000 Penalty: 5555.949219
	Iteration 30Q: 3 clusters Score -5906374 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 65684 members 
Entering Unmasked Estep 
Score: -5906384.000000 Penalty: 5555.949219
	Iteration 31Q: 3 clusters Score -5906384 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 65784 members 
Entering Unmasked Estep 
Score: -5906410.500000 Penalty: 5555.949219
	Iteration 32Q: 3 clusters Score -5906410 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 65876 members 
Entering Unmasked Estep 
Score: -5906431.000000 Penalty: 5555.949219
	Iteration 33Q: 3 clusters Score -5906431 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 65953 members 
Entering Unmasked Estep 
Score: -5906429.500000 Penalty: 5555.949219
	Iteration 34Q: 3 clusters Score -5906430 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 66035 members 
Entering Unmasked Estep 
Score: -5906440.000000 Penalty: 5555.949219
	Iteration 35Q: 3 clusters Score -5906440 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 66124 members 
Entering Unmasked Estep 
Score: -5906446.500000 Penalty: 5555.949219
	Iteration 36Q: 3 clusters Score -5906446 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 66191 members 
Entering Unmasked Estep 
Score: -5906465.000000 Penalty: 5555.949219
	Iteration 37Q: 3 clusters Score -5906465 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 66253 members 
Entering Unmasked Estep 
Score: -5906473.500000 Penalty: 5555.949219
	Iteration 38Q: 3 clusters Score -5906474 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 66310 members 
Entering Unmasked Estep 
Score: -5906456.000000 Penalty: 5555.949219
	Iteration 39Q: 3 clusters Score -5906456 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 66362 members 
Entering Unmasked Estep 
Score: -5906461.000000 Penalty: 5555.949219
	Iteration 40F: 3 clusters Score -5906461 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 66417 members 
Entering Unmasked Estep 
Score: -5906481.000000 Penalty: 5555.949219
	Iteration 41Q: 3 clusters Score -5906481 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 66460 members 
Entering Unmasked Estep 
Score: -5906477.000000 Penalty: 5555.949219
	Iteration 42Q: 3 clusters Score -5906477 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 66513 members 
Entering Unmasked Estep 
Score: -5906483.500000 Penalty: 5555.949219
	Iteration 43Q: 3 clusters Score -5906484 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 66574 members 
Entering Unmasked Estep 
Score: -5906488.000000 Penalty: 5555.949219
	Iteration 44Q: 3 clusters Score -5906488 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 66622 members 
Entering Unmasked Estep 
Score: -5906498.000000 Penalty: 5555.949219
	Iteration 45Q: 3 clusters Score -5906498 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 66672 members 
Entering Unmasked Estep 
Score: -5906493.500000 Penalty: 5555.949219
	Iteration 46Q: 3 clusters Score -5906494 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 66721 members 
Entering Unmasked Estep 
Score: -5906484.500000 Penalty: 5555.949219
	Iteration 47Q: 3 clusters Score -5906484 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 66776 members 
Entering Unmasked Estep 
Score: -5906496.000000 Penalty: 5555.949219
	Iteration 48Q: 3 clusters Score -5906496 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 66809 members 
Entering Unmasked Estep 
Score: -5906505.000000 Penalty: 5555.949219
	Iteration 49Q: 3 clusters Score -5906505 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 66836 members 
Entering Unmasked Estep 
Score: -5906503.000000 Penalty: 5555.949219
	Iteration 50Q: 3 clusters Score -5906503 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 66860 members 
Entering Unmasked Estep 
Score: -5906504.500000 Penalty: 5555.949219
	Iteration 51Q: 3 clusters Score -5906504 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 66885 members 
Entering Unmasked Estep 
Score: -5906518.500000 Penalty: 5555.949219
	Iteration 52Q: 3 clusters Score -5906518 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 66905 members 
Entering Unmasked Estep 
Score: -5906531.500000 Penalty: 5555.949219
	Iteration 53Q: 3 clusters Score -5906532 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 66915 members 
Entering Unmasked Estep 
Score: -5906539.500000 Penalty: 5555.949219
	Iteration 54Q: 3 clusters Score -5906540 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 66927 members 
Entering Unmasked Estep 
Score: -5906532.000000 Penalty: 5555.949219
	Iteration 55Q: 3 clusters Score -5906532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 66936 members 
Entering Unmasked Estep 
Score: -5906535.000000 Penalty: 5555.949219
	Iteration 56Q: 3 clusters Score -5906535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 66941 members 
Entering Unmasked Estep 
Score: -5906537.500000 Penalty: 5555.949219
	Iteration 57Q: 3 clusters Score -5906538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 66946 members 
Entering Unmasked Estep 
Score: -5906533.000000 Penalty: 5555.949219
	Iteration 58Q: 3 clusters Score -5906533 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 66951 members 
Entering Unmasked Estep 
Score: -5906528.500000 Penalty: 5555.949219
	Iteration 59Q: 3 clusters Score -5906528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 66956 members 
Entering Unmasked Estep 
Score: -5906531.000000 Penalty: 5555.949219
	Iteration 60F: 3 clusters Score -5906531 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 66964 members 
Entering Unmasked Estep 
Score: -5906532.000000 Penalty: 5555.949219
	Iteration 61Q: 3 clusters Score -5906532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 66973 members 
Entering Unmasked Estep 
Score: -5906534.000000 Penalty: 5555.949219
	Iteration 62Q: 3 clusters Score -5906534 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 66985 members 
Entering Unmasked Estep 
Score: -5906525.000000 Penalty: 5555.949219
	Iteration 63Q: 3 clusters Score -5906525 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 67000 members 
Entering Unmasked Estep 
Score: -5906531.500000 Penalty: 5555.949219
	Iteration 64Q: 3 clusters Score -5906532 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 67014 members 
Entering Unmasked Estep 
Score: -5906536.000000 Penalty: 5555.949219
	Iteration 65Q: 3 clusters Score -5906536 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 67027 members 
Entering Unmasked Estep 
Score: -5906529.000000 Penalty: 5555.949219
	Iteration 66Q: 3 clusters Score -5906529 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 67044 members 
Entering Unmasked Estep 
Score: -5906531.000000 Penalty: 5555.949219
	Iteration 67Q: 3 clusters Score -5906531 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 67060 members 
Entering Unmasked Estep 
Score: -5906536.000000 Penalty: 5555.949219
	Iteration 68Q: 3 clusters Score -5906536 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 67080 members 
Entering Unmasked Estep 
Score: -5906540.000000 Penalty: 5555.949219
	Iteration 69Q: 3 clusters Score -5906540 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 67102 members 
Entering Unmasked Estep 
Score: -5906542.500000 Penalty: 5555.949219
	Iteration 70Q: 3 clusters Score -5906542 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 67130 members 
Entering Unmasked Estep 
Score: -5906544.000000 Penalty: 5555.949219
	Iteration 71Q: 3 clusters Score -5906544 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 67149 members 
Entering Unmasked Estep 
Score: -5906544.000000 Penalty: 5555.949219
	Iteration 72Q: 3 clusters Score -5906544 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 67171 members 
Entering Unmasked Estep 
Score: -5906557.000000 Penalty: 5555.949219
	Iteration 73Q: 3 clusters Score -5906557 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 67192 members 
Entering Unmasked Estep 
Score: -5906560.000000 Penalty: 5555.949219
	Iteration 74Q: 3 clusters Score -5906560 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 67210 members 
Entering Unmasked Estep 
Score: -5906558.000000 Penalty: 5555.949219
	Iteration 75Q: 3 clusters Score -5906558 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 67227 members 
Entering Unmasked Estep 
Score: -5906559.000000 Penalty: 5555.949219
	Iteration 76Q: 3 clusters Score -5906559 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 67247 members 
Entering Unmasked Estep 
Score: -5906548.000000 Penalty: 5555.949219
	Iteration 77Q: 3 clusters Score -5906548 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 67269 members 
Entering Unmasked Estep 
Score: -5906545.000000 Penalty: 5555.949219
	Iteration 78Q: 3 clusters Score -5906545 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 67286 members 
Entering Unmasked Estep 
Score: -5906527.500000 Penalty: 5555.949219
	Iteration 79Q: 3 clusters Score -5906528 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 67314 members 
Entering Unmasked Estep 
Score: -5906537.000000 Penalty: 5555.949219
	Iteration 80F: 3 clusters Score -5906537 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 67348 members 
Entering Unmasked Estep 
Score: -5906535.500000 Penalty: 5555.949219
	Iteration 81Q: 3 clusters Score -5906536 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 67381 members 
Entering Unmasked Estep 
Score: -5906546.000000 Penalty: 5555.949219
	Iteration 82Q: 3 clusters Score -5906546 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 67416 members 
Entering Unmasked Estep 
Score: -5906544.500000 Penalty: 5555.949219
	Iteration 83Q: 3 clusters Score -5906544 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 67447 members 
Entering Unmasked Estep 
Score: -5906554.500000 Penalty: 5555.949219
	Iteration 84Q: 3 clusters Score -5906554 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 67469 members 
Entering Unmasked Estep 
Score: -5906564.000000 Penalty: 5555.949219
	Iteration 85Q: 3 clusters Score -5906564 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 67495 members 
Entering Unmasked Estep 
Score: -5906563.000000 Penalty: 5555.949219
	Iteration 86Q: 3 clusters Score -5906563 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 67517 members 
Entering Unmasked Estep 
Score: -5906555.500000 Penalty: 5555.949219
	Iteration 87Q: 3 clusters Score -5906556 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 67541 members 
Entering Unmasked Estep 
Score: -5906566.000000 Penalty: 5555.949219
	Iteration 88Q: 3 clusters Score -5906566 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 67566 members 
Entering Unmasked Estep 
Score: -5906567.000000 Penalty: 5555.949219
	Iteration 89Q: 3 clusters Score -5906567 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 67603 members 
Entering Unmasked Estep 
Score: -5906580.500000 Penalty: 5555.949219
	Iteration 90Q: 3 clusters Score -5906580 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 67635 members 
Entering Unmasked Estep 
Score: -5906581.500000 Penalty: 5555.949219
	Iteration 91Q: 3 clusters Score -5906582 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 67657 members 
Entering Unmasked Estep 
Score: -5906575.000000 Penalty: 5555.949219
	Iteration 92Q: 3 clusters Score -5906575 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 67673 members 
Entering Unmasked Estep 
Score: -5906589.500000 Penalty: 5555.949219
	Iteration 93Q: 3 clusters Score -5906590 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 67686 members 
Entering Unmasked Estep 
Score: -5906591.500000 Penalty: 5555.949219
	Iteration 94Q: 3 clusters Score -5906592 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 67700 members 
Entering Unmasked Estep 
Score: -5906600.000000 Penalty: 5555.949219
	Iteration 95Q: 3 clusters Score -5906600 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 67714 members 
Entering Unmasked Estep 
Score: -5906602.500000 Penalty: 5555.949219
	Iteration 96Q: 3 clusters Score -5906602 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 67725 members 
Entering Unmasked Estep 
Score: -5906607.000000 Penalty: 5555.949219
	Iteration 97Q: 3 clusters Score -5906607 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 67731 members 
Entering Unmasked Estep 
Score: -5906603.500000 Penalty: 5555.949219
	Iteration 98Q: 3 clusters Score -5906604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 67737 members 
Entering Unmasked Estep 
Score: -5906605.000000 Penalty: 5555.949219
	Iteration 99Q: 3 clusters Score -5906605 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 67743 members 
Entering Unmasked Estep 
Score: -5906601.000000 Penalty: 5555.949219
	Iteration 100F: 3 clusters Score -5906601 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 67748 members 
Entering Unmasked Estep 
Score: -5906597.500000 Penalty: 5555.949219
	Iteration 101Q: 3 clusters Score -5906598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 67752 members 
Entering Unmasked Estep 
Score: -5906602.000000 Penalty: 5555.949219
	Iteration 102Q: 3 clusters Score -5906602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 67754 members 
Entering Unmasked Estep 
Score: -5906604.000000 Penalty: 5555.949219
	Iteration 103Q: 3 clusters Score -5906604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 67756 members 
Entering Unmasked Estep 
Score: -5906605.000000 Penalty: 5555.949219
	Iteration 104Q: 3 clusters Score -5906605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 67757 members 
Entering Unmasked Estep 
Score: -5906604.000000 Penalty: 5555.949219
	Iteration 105Q: 3 clusters Score -5906604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 67757 members 
Entering Unmasked Estep 
Score: -5906604.000000 Penalty: 5555.949219
	Iteration 106F: 3 clusters Score -5906604 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (89026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89026 members 
Entering Unmasked Estep 
Score: -7199810.000000 Penalty: 2826.377441
	Iteration 0F: 2 clusters Score -7199810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44128 members 
Mstep: Class 2 contains 44898 members 
Entering Unmasked Estep 
Score: -7140184.500000 Penalty: 5652.754883
	Iteration 0F: 3 clusters Score -7140184 nChanged 41936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39844 members 
Mstep: Class 2 contains 49182 members 
Entering Unmasked Estep 
Score: -7164058.500000 Penalty: 5652.754883
	Iteration 1F: 3 clusters Score -7164058 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37023 members 
Mstep: Class 2 contains 52003 members 
Entering Unmasked Estep 
Score: -7165482.000000 Penalty: 5652.754883
	Iteration 2Q: 3 clusters Score -7165482 nChanged 4550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32843 members 
Mstep: Class 2 contains 56183 members 
Entering Unmasked Estep 
Score: -7167764.500000 Penalty: 5652.754883
	Iteration 3F: 3 clusters Score -7167764 nChanged 6187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26766 members 
Mstep: Class 2 contains 62260 members 
Entering Unmasked Estep 
Score: -7171891.500000 Penalty: 5652.754883
	Iteration 4F: 3 clusters Score -7171892 nChanged 7847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18951 members 
Mstep: Class 2 contains 70075 members 
Entering Unmasked Estep 
Score: -7178550.500000 Penalty: 5652.754883
	Iteration 5F: 3 clusters Score -7178550 nChanged 8133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 78202 members 
Entering Unmasked Estep 
Score: -7186557.000000 Penalty: 5652.754883
	Iteration 6F: 3 clusters Score -7186557 nChanged 6194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 84394 members 
Entering Unmasked Estep 
Score: -7192929.500000 Penalty: 5652.754883
	Iteration 7F: 3 clusters Score -7192930 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 87409 members 
Entering Unmasked Estep 
Score: -7195829.500000 Penalty: 5652.754883
	Iteration 8Q: 3 clusters Score -7195830 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 88377 members 
Entering Unmasked Estep 
Score: -7196763.500000 Penalty: 5652.754883
	Iteration 9Q: 3 clusters Score -7196764 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 88651 members 
Entering Unmasked Estep 
Score: -7197033.000000 Penalty: 5652.754883
	Iteration 10Q: 3 clusters Score -7197033 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 88727 members 
Entering Unmasked Estep 
Score: -7197150.500000 Penalty: 5652.754883
	Iteration 11Q: 3 clusters Score -7197150 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 88763 members 
Entering Unmasked Estep 
Score: -7197204.500000 Penalty: 5652.754883
	Iteration 12Q: 3 clusters Score -7197204 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 88778 members 
Entering Unmasked Estep 
Score: -7197245.500000 Penalty: 5652.754883
	Iteration 13Q: 3 clusters Score -7197246 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 88781 members 
Entering Unmasked Estep 
Score: -7197263.000000 Penalty: 5652.754883
	Iteration 14Q: 3 clusters Score -7197263 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 88793 members 
Entering Unmasked Estep 
Score: -7197291.000000 Penalty: 5652.754883
	Iteration 15Q: 3 clusters Score -7197291 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 88800 members 
Entering Unmasked Estep 
Score: -7197298.000000 Penalty: 5652.754883
	Iteration 16Q: 3 clusters Score -7197298 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 88809 members 
Entering Unmasked Estep 
Score: -7197322.500000 Penalty: 5652.754883
	Iteration 17Q: 3 clusters Score -7197322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 88807 members 
Entering Unmasked Estep 
Score: -7197325.000000 Penalty: 5652.754883
	Iteration 18Q: 3 clusters Score -7197325 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 88807 members 
Entering Unmasked Estep 
Score: -7197327.000000 Penalty: 5652.754883
	Iteration 19Q: 3 clusters Score -7197327 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 88808 members 
Entering Unmasked Estep 
Score: -7197330.000000 Penalty: 5652.754883
	Iteration 20F: 3 clusters Score -7197330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 88808 members 
Entering Unmasked Estep 
Score: -7197332.000000 Penalty: 5652.754883
	Iteration 21Q: 3 clusters Score -7197332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 88808 members 
Entering Unmasked Estep 
Score: -7197332.000000 Penalty: 5652.754883
	Iteration 22F: 3 clusters Score -7197332 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -142185.328125 Penalty: 1900.874390
	Iteration 0F: 2 clusters Score -142185.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -139558.390625 Penalty: 3801.748779
	Iteration 0F: 3 clusters Score -139558.4 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -140168.265625 Penalty: 3801.748779
	Iteration 1F: 3 clusters Score -140168.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -140372.640625 Penalty: 3801.748779
	Iteration 2F: 3 clusters Score -140372.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -140532.578125 Penalty: 3801.748779
	Iteration 3F: 3 clusters Score -140532.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -140691.562500 Penalty: 3801.748779
	Iteration 4Q: 3 clusters Score -140691.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -140841.796875 Penalty: 3801.748779
	Iteration 5Q: 3 clusters Score -140841.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -140963.640625 Penalty: 3801.748779
	Iteration 6Q: 3 clusters Score -140963.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -141087.359375 Penalty: 3801.748779
	Iteration 7Q: 3 clusters Score -141087.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -141188.453125 Penalty: 3801.748779
	Iteration 8Q: 3 clusters Score -141188.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -141251.609375 Penalty: 3801.748779
	Iteration 9Q: 3 clusters Score -141251.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -141303.468750 Penalty: 3801.748779
	Iteration 10Q: 3 clusters Score -141303.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -141344.468750 Penalty: 3801.748779
	Iteration 11Q: 3 clusters Score -141344.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -141380.234375 Penalty: 3801.748779
	Iteration 12Q: 3 clusters Score -141380.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -141400.968750 Penalty: 3801.748779
	Iteration 13Q: 3 clusters Score -141401 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -141430.484375 Penalty: 3801.748779
	Iteration 14Q: 3 clusters Score -141430.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -141454.281250 Penalty: 3801.748779
	Iteration 15Q: 3 clusters Score -141454.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -141481.671875 Penalty: 3801.748779
	Iteration 16Q: 3 clusters Score -141481.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -141498.593750 Penalty: 3801.748779
	Iteration 17Q: 3 clusters Score -141498.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -141515.718750 Penalty: 3801.748779
	Iteration 18Q: 3 clusters Score -141515.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -141531.906250 Penalty: 3801.748779
	Iteration 19Q: 3 clusters Score -141531.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -141545.359375 Penalty: 3801.748779
	Iteration 20F: 3 clusters Score -141545.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -141563.187500 Penalty: 3801.748779
	Iteration 21Q: 3 clusters Score -141563.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -141574.031250 Penalty: 3801.748779
	Iteration 22Q: 3 clusters Score -141574 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -141587.765625 Penalty: 3801.748779
	Iteration 23Q: 3 clusters Score -141587.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -141601.687500 Penalty: 3801.748779
	Iteration 24Q: 3 clusters Score -141601.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -141605.593750 Penalty: 3801.748779
	Iteration 25Q: 3 clusters Score -141605.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -141606.078125 Penalty: 3801.748779
	Iteration 26Q: 3 clusters Score -141606.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -141607.875000 Penalty: 3801.748779
	Iteration 27Q: 3 clusters Score -141607.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -141608.312500 Penalty: 3801.748779
	Iteration 28Q: 3 clusters Score -141608.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -141609.406250 Penalty: 3801.748779
	Iteration 29Q: 3 clusters Score -141609.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -141609.468750 Penalty: 3801.748779
	Iteration 30Q: 3 clusters Score -141609.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -141609.468750 Penalty: 3801.748779
	Iteration 31F: 3 clusters Score -141609.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (27480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27480 members 
Entering Unmasked Estep 
Score: -2108724.750000 Penalty: 2534.860840
	Iteration 0F: 2 clusters Score -2108725 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -2089802.250000 Penalty: 5069.721680
	Iteration 0F: 3 clusters Score -2089802 nChanged 12343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -2096722.125000 Penalty: 5069.721680
	Iteration 1F: 3 clusters Score -2096722 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -2097786.000000 Penalty: 5069.721680
	Iteration 2F: 3 clusters Score -2097786 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -2098811.500000 Penalty: 5069.721680
	Iteration 3F: 3 clusters Score -2098812 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -2099788.250000 Penalty: 5069.721680
	Iteration 4F: 3 clusters Score -2099788 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -2100755.000000 Penalty: 5069.721680
	Iteration 5F: 3 clusters Score -2100755 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -2101795.750000 Penalty: 5069.721680
	Iteration 6F: 3 clusters Score -2101796 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -2102951.000000 Penalty: 5069.721680
	Iteration 7F: 3 clusters Score -2102951 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20013 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -2104171.500000 Penalty: 5069.721680
	Iteration 8F: 3 clusters Score -2104172 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21400 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -2105386.750000 Penalty: 5069.721680
	Iteration 9F: 3 clusters Score -2105387 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22570 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -2106398.750000 Penalty: 5069.721680
	Iteration 10Q: 3 clusters Score -2106399 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23421 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -2107133.250000 Penalty: 5069.721680
	Iteration 11Q: 3 clusters Score -2107133 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24067 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -2107654.250000 Penalty: 5069.721680
	Iteration 12Q: 3 clusters Score -2107654 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24562 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -2108036.000000 Penalty: 5069.721680
	Iteration 13Q: 3 clusters Score -2108036 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24934 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -2108341.750000 Penalty: 5069.721680
	Iteration 14Q: 3 clusters Score -2108342 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25213 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -2108572.750000 Penalty: 5069.721680
	Iteration 15Q: 3 clusters Score -2108573 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25387 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -2108693.250000 Penalty: 5069.721680
	Iteration 16Q: 3 clusters Score -2108693 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25502 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -2108750.000000 Penalty: 5069.721680
	Iteration 17Q: 3 clusters Score -2108750 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25581 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -2108775.500000 Penalty: 5069.721680
	Iteration 18Q: 3 clusters Score -2108776 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25632 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -2108798.500000 Penalty: 5069.721680
	Iteration 19Q: 3 clusters Score -2108798 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25661 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -2108810.000000 Penalty: 5069.721680
	Iteration 20F: 3 clusters Score -2108810 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25678 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -2108813.000000 Penalty: 5069.721680
	Iteration 21Q: 3 clusters Score -2108813 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25687 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -2108811.750000 Penalty: 5069.721680
	Iteration 22Q: 3 clusters Score -2108812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25696 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -2108814.500000 Penalty: 5069.721680
	Iteration 23Q: 3 clusters Score -2108814 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25705 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -2108816.000000 Penalty: 5069.721680
	Iteration 24Q: 3 clusters Score -2108816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25708 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -2108817.750000 Penalty: 5069.721680
	Iteration 25Q: 3 clusters Score -2108818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25713 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -2108819.500000 Penalty: 5069.721680
	Iteration 26Q: 3 clusters Score -2108820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25717 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -2108825.500000 Penalty: 5069.721680
	Iteration 27Q: 3 clusters Score -2108826 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25725 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -2108833.500000 Penalty: 5069.721680
	Iteration 28Q: 3 clusters Score -2108834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25729 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -2108838.750000 Penalty: 5069.721680
	Iteration 29Q: 3 clusters Score -2108839 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25732 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -2108836.750000 Penalty: 5069.721680
	Iteration 30Q: 3 clusters Score -2108837 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25735 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -2108836.500000 Penalty: 5069.721680
	Iteration 31Q: 3 clusters Score -2108836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25736 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -2108839.250000 Penalty: 5069.721680
	Iteration 32Q: 3 clusters Score -2108839 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25736 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -2108839.250000 Penalty: 5069.721680
	Iteration 33F: 3 clusters Score -2108839 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 3091 members 
Mstep: Class 3 contains 86465 members 
Mstep: Class 4 contains 3546 members 
Mstep: Class 5 contains 376658 members 
Mstep: Class 6 contains 4468 members 
Mstep: Class 7 contains 6235 members 
Mstep: Class 8 contains 6831 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28330 members 
Mstep: Class 11 contains 219167 members 
Mstep: Class 12 contains 49237 members 
Mstep: Class 13 contains 154269 members 
Mstep: Class 14 contains 108654 members 
Mstep: Class 15 contains 73241 members 
Mstep: Class 16 contains 89026 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 25736 members 
Mstep: Class 19 contains 4563 members 
Mstep: Class 20 contains 8472 members 
Mstep: Class 21 contains 45383 members 
Mstep: Class 22 contains 28139 members 
Mstep: Class 23 contains 9053 members 
Mstep: Class 24 contains 7636 members 
Mstep: Class 25 contains 24440 members 
Mstep: Class 26 contains 15613 members 
Mstep: Class 27 contains 6078 members 
Mstep: Class 28 contains 7815 members 
Mstep: Class 29 contains 3647 members 
Mstep: Class 30 contains 10036 members 
Mstep: Class 31 contains 25367 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9703 members 
Mstep: Class 34 contains 1744 members 
Entering Unmasked Estep 
Score: -111975896.000000 Penalty: 119701.210938
Splitting cluster 18 changes total score from -111977000.000000 to -111975896.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (4563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Entering Unmasked Estep 
Score: -332943.343750 Penalty: 2089.582520
	Iteration 0F: 2 clusters Score -332943.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -328803.468750 Penalty: 4179.165039
	Iteration 0F: 3 clusters Score -328803.5 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -329999.093750 Penalty: 4179.165039
	Iteration 1F: 3 clusters Score -329999.1 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -330466.343750 Penalty: 4179.165039
	Iteration 2F: 3 clusters Score -330466.3 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -330916.093750 Penalty: 4179.165039
	Iteration 3F: 3 clusters Score -330916.1 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -331319.906250 Penalty: 4179.165039
	Iteration 4F: 3 clusters Score -331319.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -331687.093750 Penalty: 4179.165039
	Iteration 5F: 3 clusters Score -331687.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -331973.343750 Penalty: 4179.165039
	Iteration 6F: 3 clusters Score -331973.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -332141.343750 Penalty: 4179.165039
	Iteration 7Q: 3 clusters Score -332141.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -332216.250000 Penalty: 4179.165039
	Iteration 8Q: 3 clusters Score -332216.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -332242.875000 Penalty: 4179.165039
	Iteration 9Q: 3 clusters Score -332242.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -332259.750000 Penalty: 4179.165039
	Iteration 10Q: 3 clusters Score -332259.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -332272.312500 Penalty: 4179.165039
	Iteration 11Q: 3 clusters Score -332272.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -332284.437500 Penalty: 4179.165039
	Iteration 12Q: 3 clusters Score -332284.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -332293.187500 Penalty: 4179.165039
	Iteration 13Q: 3 clusters Score -332293.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -332297.625000 Penalty: 4179.165039
	Iteration 14Q: 3 clusters Score -332297.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -332302.625000 Penalty: 4179.165039
	Iteration 15Q: 3 clusters Score -332302.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -332304.375000 Penalty: 4179.165039
	Iteration 16Q: 3 clusters Score -332304.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -332304.281250 Penalty: 4179.165039
	Iteration 17Q: 3 clusters Score -332304.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -332308.687500 Penalty: 4179.165039
	Iteration 18Q: 3 clusters Score -332308.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -332310.531250 Penalty: 4179.165039
	Iteration 19Q: 3 clusters Score -332310.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -332310.718750 Penalty: 4179.165039
	Iteration 20F: 3 clusters Score -332310.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Entering Unmasked Estep 
Score: -652847.250000 Penalty: 2243.041504
	Iteration 0F: 2 clusters Score -652847.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -646174.250000 Penalty: 4486.083008
	Iteration 0F: 3 clusters Score -646174.2 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -648011.125000 Penalty: 4486.083008
	Iteration 1F: 3 clusters Score -648011.1 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -648362.750000 Penalty: 4486.083008
	Iteration 2F: 3 clusters Score -648362.8 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -648656.250000 Penalty: 4486.083008
	Iteration 3F: 3 clusters Score -648656.2 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -648968.875000 Penalty: 4486.083008
	Iteration 4F: 3 clusters Score -648968.9 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -649303.937500 Penalty: 4486.083008
	Iteration 5F: 3 clusters Score -649303.9 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -649660.000000 Penalty: 4486.083008
	Iteration 6Q: 3 clusters Score -649660 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -649956.875000 Penalty: 4486.083008
	Iteration 7Q: 3 clusters Score -649956.9 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -650213.562500 Penalty: 4486.083008
	Iteration 8Q: 3 clusters Score -650213.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -650422.375000 Penalty: 4486.083008
	Iteration 9Q: 3 clusters Score -650422.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -650598.312500 Penalty: 4486.083008
	Iteration 10Q: 3 clusters Score -650598.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -650722.250000 Penalty: 4486.083008
	Iteration 11Q: 3 clusters Score -650722.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -650816.312500 Penalty: 4486.083008
	Iteration 12Q: 3 clusters Score -650816.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -650875.687500 Penalty: 4486.083008
	Iteration 13Q: 3 clusters Score -650875.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -650919.875000 Penalty: 4486.083008
	Iteration 14Q: 3 clusters Score -650919.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -650949.437500 Penalty: 4486.083008
	Iteration 15Q: 3 clusters Score -650949.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -650970.000000 Penalty: 4486.083008
	Iteration 16Q: 3 clusters Score -650970 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -650990.000000 Penalty: 4486.083008
	Iteration 17Q: 3 clusters Score -650990 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -651009.812500 Penalty: 4486.083008
	Iteration 18Q: 3 clusters Score -651009.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -651025.062500 Penalty: 4486.083008
	Iteration 19Q: 3 clusters Score -651025.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -651046.625000 Penalty: 4486.083008
	Iteration 20F: 3 clusters Score -651046.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -651074.375000 Penalty: 4486.083008
	Iteration 21Q: 3 clusters Score -651074.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -651089.062500 Penalty: 4486.083008
	Iteration 22Q: 3 clusters Score -651089.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -651107.062500 Penalty: 4486.083008
	Iteration 23Q: 3 clusters Score -651107.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -651127.500000 Penalty: 4486.083008
	Iteration 24Q: 3 clusters Score -651127.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -651146.312500 Penalty: 4486.083008
	Iteration 25Q: 3 clusters Score -651146.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -651163.375000 Penalty: 4486.083008
	Iteration 26Q: 3 clusters Score -651163.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -651181.062500 Penalty: 4486.083008
	Iteration 27Q: 3 clusters Score -651181.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -651204.062500 Penalty: 4486.083008
	Iteration 28Q: 3 clusters Score -651204.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -651228.375000 Penalty: 4486.083008
	Iteration 29Q: 3 clusters Score -651228.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -651261.750000 Penalty: 4486.083008
	Iteration 30Q: 3 clusters Score -651261.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -651302.625000 Penalty: 4486.083008
	Iteration 31Q: 3 clusters Score -651302.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -651363.625000 Penalty: 4486.083008
	Iteration 32Q: 3 clusters Score -651363.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -651452.937500 Penalty: 4486.083008
	Iteration 33Q: 3 clusters Score -651452.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -651562.250000 Penalty: 4486.083008
	Iteration 34Q: 3 clusters Score -651562.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -651662.937500 Penalty: 4486.083008
	Iteration 35Q: 3 clusters Score -651662.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -651755.875000 Penalty: 4486.083008
	Iteration 36Q: 3 clusters Score -651755.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -651857.875000 Penalty: 4486.083008
	Iteration 37Q: 3 clusters Score -651857.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -651947.812500 Penalty: 4486.083008
	Iteration 38Q: 3 clusters Score -651947.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -652011.125000 Penalty: 4486.083008
	Iteration 39Q: 3 clusters Score -652011.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -652055.937500 Penalty: 4486.083008
	Iteration 40F: 3 clusters Score -652055.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -652086.062500 Penalty: 4486.083008
	Iteration 41Q: 3 clusters Score -652086.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -652103.375000 Penalty: 4486.083008
	Iteration 42Q: 3 clusters Score -652103.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -652120.000000 Penalty: 4486.083008
	Iteration 43Q: 3 clusters Score -652120 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -652127.937500 Penalty: 4486.083008
	Iteration 44Q: 3 clusters Score -652127.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -652133.187500 Penalty: 4486.083008
	Iteration 45Q: 3 clusters Score -652133.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -652134.937500 Penalty: 4486.083008
	Iteration 46Q: 3 clusters Score -652134.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -652136.375000 Penalty: 4486.083008
	Iteration 47Q: 3 clusters Score -652136.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -652138.250000 Penalty: 4486.083008
	Iteration 48Q: 3 clusters Score -652138.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -652138.625000 Penalty: 4486.083008
	Iteration 49Q: 3 clusters Score -652138.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -652140.250000 Penalty: 4486.083008
	Iteration 50Q: 3 clusters Score -652140.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -652140.875000 Penalty: 4486.083008
	Iteration 51Q: 3 clusters Score -652140.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -652141.937500 Penalty: 4486.083008
	Iteration 52Q: 3 clusters Score -652141.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -652142.250000 Penalty: 4486.083008
	Iteration 53Q: 3 clusters Score -652142.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -652142.250000 Penalty: 4486.083008
	Iteration 54F: 3 clusters Score -652142.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (45383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45383 members 
Entering Unmasked Estep 
Score: -3558558.250000 Penalty: 2659.277344
	Iteration 0F: 2 clusters Score -3558558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22655 members 
Mstep: Class 2 contains 22728 members 
Entering Unmasked Estep 
Score: -3528023.250000 Penalty: 5318.554688
	Iteration 0F: 3 clusters Score -3528023 nChanged 20819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22184 members 
Mstep: Class 2 contains 23199 members 
Entering Unmasked Estep 
Score: -3539731.250000 Penalty: 5318.554688
	Iteration 1F: 3 clusters Score -3539731 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21675 members 
Mstep: Class 2 contains 23708 members 
Entering Unmasked Estep 
Score: -3540552.750000 Penalty: 5318.554688
	Iteration 2Q: 3 clusters Score -3540553 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20899 members 
Mstep: Class 2 contains 24484 members 
Entering Unmasked Estep 
Score: -3541606.500000 Penalty: 5318.554688
	Iteration 3F: 3 clusters Score -3541606 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19776 members 
Mstep: Class 2 contains 25607 members 
Entering Unmasked Estep 
Score: -3542991.250000 Penalty: 5318.554688
	Iteration 4F: 3 clusters Score -3542991 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18396 members 
Mstep: Class 2 contains 26987 members 
Entering Unmasked Estep 
Score: -3544746.750000 Penalty: 5318.554688
	Iteration 5F: 3 clusters Score -3544747 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 28529 members 
Entering Unmasked Estep 
Score: -3546779.500000 Penalty: 5318.554688
	Iteration 6F: 3 clusters Score -3546780 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15371 members 
Mstep: Class 2 contains 30012 members 
Entering Unmasked Estep 
Score: -3548702.000000 Penalty: 5318.554688
	Iteration 7F: 3 clusters Score -3548702 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 31263 members 
Entering Unmasked Estep 
Score: -3550369.500000 Penalty: 5318.554688
	Iteration 8F: 3 clusters Score -3550370 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 32234 members 
Entering Unmasked Estep 
Score: -3551948.750000 Penalty: 5318.554688
	Iteration 9Q: 3 clusters Score -3551949 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 32874 members 
Entering Unmasked Estep 
Score: -3553498.000000 Penalty: 5318.554688
	Iteration 10Q: 3 clusters Score -3553498 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 33213 members 
Entering Unmasked Estep 
Score: -3554624.250000 Penalty: 5318.554688
	Iteration 11Q: 3 clusters Score -3554624 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 33385 members 
Entering Unmasked Estep 
Score: -3555199.500000 Penalty: 5318.554688
	Iteration 12Q: 3 clusters Score -3555200 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 33486 members 
Entering Unmasked Estep 
Score: -3555476.750000 Penalty: 5318.554688
	Iteration 13Q: 3 clusters Score -3555477 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 33543 members 
Entering Unmasked Estep 
Score: -3555645.000000 Penalty: 5318.554688
	Iteration 14Q: 3 clusters Score -3555645 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 33575 members 
Entering Unmasked Estep 
Score: -3555743.500000 Penalty: 5318.554688
	Iteration 15Q: 3 clusters Score -3555744 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 33637 members 
Entering Unmasked Estep 
Score: -3555817.250000 Penalty: 5318.554688
	Iteration 16Q: 3 clusters Score -3555817 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 33658 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -3555880 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 33707 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -3555926 nChanged 219
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 33742 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -3555970 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 33778 members 
Entering Unmasked Estep 
Score: -3555994.250000 Penalty: 5318.554688
	Iteration 20F: 3 clusters Score -3555994 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 33806 members 
Entering Unmasked Estep 
Score: -3556015.250000 Penalty: 5318.554688
	Iteration 21Q: 3 clusters Score -3556015 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 33830 members 
Entering Unmasked Estep 
Score: -3556027.750000 Penalty: 5318.554688
	Iteration 22Q: 3 clusters Score -3556028 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 33832 members 
Entering Unmasked Estep 
Score: -3556044.250000 Penalty: 5318.554688
	Iteration 23Q: 3 clusters Score -3556044 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 33828 members 
Entering Unmasked Estep 
Score: -3556063.250000 Penalty: 5318.554688
	Iteration 24Q: 3 clusters Score -3556063 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 33816 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -3556077 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 33806 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -3556088 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 33795 members 
Entering Unmasked Estep 
Score: -3556103.000000 Penalty: 5318.554688
	Iteration 27Q: 3 clusters Score -3556103 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 33789 members 
Entering Unmasked Estep 
Score: -3556108.750000 Penalty: 5318.554688
	Iteration 28Q: 3 clusters Score -3556109 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 33793 members 
Entering Unmasked Estep 
Score: -3556100.750000 Penalty: 5318.554688
	Iteration 29Q: 3 clusters Score -3556101 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 33812 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -3556110 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 33827 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -3556109 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 33847 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -3556109 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 33868 members 
Entering Unmasked Estep 
Score: -3556129.750000 Penalty: 5318.554688
	Iteration 33Q: 3 clusters Score -3556130 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 33884 members 
Entering Unmasked Estep 
Score: -3556126.750000 Penalty: 5318.554688
	Iteration 34Q: 3 clusters Score -3556127 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 33890 members 
Entering Unmasked Estep 
Score: -3556138.500000 Penalty: 5318.554688
	Iteration 35Q: 3 clusters Score -3556138 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 33906 members 
Entering Unmasked Estep 
Score: -3556145.250000 Penalty: 5318.554688
	Iteration 36Q: 3 clusters Score -3556145 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 33924 members 
Entering Unmasked Estep 
Score: -3556157.250000 Penalty: 5318.554688
	Iteration 37Q: 3 clusters Score -3556157 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 33943 members 
Entering Unmasked Estep 
Score: -3556173.000000 Penalty: 5318.554688
	Iteration 38Q: 3 clusters Score -3556173 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 33965 members 
Entering Unmasked Estep 
Score: -3556212.250000 Penalty: 5318.554688
	Iteration 39Q: 3 clusters Score -3556212 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 33973 members 
Entering Unmasked Estep 
Score: -3556222.250000 Penalty: 5318.554688
	Iteration 40F: 3 clusters Score -3556222 nChanged 119
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Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 34010 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -3556246 nChanged 118
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Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 34038 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -3556258 nChanged 125
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Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 34055 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -3556266 nChanged 126
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Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 34087 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -3556287 nChanged 142
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Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 34129 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -3556318 nChanged 147
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 34164 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -3556340 nChanged 167
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Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 34221 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -3556376 nChanged 172
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 34267 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -3556386 nChanged 177
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 34304 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -3556439 nChanged 180
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 34346 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -3556462 nChanged 173
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 34367 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -3556497 nChanged 174
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Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 34367 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -3556530 nChanged 131
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 34370 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -3556562 nChanged 135
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Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 34377 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -3556584 nChanged 120
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Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 34377 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -3556607 nChanged 133
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 34360 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -3556619 nChanged 134
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 34350 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -3556626 nChanged 144
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Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 34338 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -3556652 nChanged 156
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 34342 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -3556680 nChanged 135
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Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 34329 members 
Entering Unmasked Estep 
Score: -3556711.000000 Penalty: 5318.554688
	Iteration 60F: 3 clusters Score -3556711 nChanged 145
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 34300 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -3556728 nChanged 145
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Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 34259 members 
Entering Unmasked Estep 
Score: -3556753.250000 Penalty: 5318.554688
	Iteration 62Q: 3 clusters Score -3556753 nChanged 147
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 34206 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -3556760 nChanged 136
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Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 34154 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -3556785 nChanged 123
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Mstep: Class 1 contains 11290 members 
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	Iteration 65Q: 3 clusters Score -3556802 nChanged 112
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Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 34027 members 
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Score: -3556821.000000 Penalty: 5318.554688
	Iteration 66Q: 3 clusters Score -3556821 nChanged 108
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Mstep: Class 1 contains 11432 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -3556838 nChanged 111
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Mstep: Class 1 contains 11513 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -3556856 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11584 members 
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	Iteration 69Q: 3 clusters Score -3556860 nChanged 115
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Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 33738 members 
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Score: -3556871.000000 Penalty: 5318.554688
	Iteration 70Q: 3 clusters Score -3556871 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
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	Iteration 71Q: 3 clusters Score -3556894 nChanged 93
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Mstep: Class 1 contains 11796 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -3556894 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11868 members 
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	Iteration 73Q: 3 clusters Score -3556896 nChanged 91
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Mstep: Class 1 contains 11941 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -3556896 nChanged 91
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 33369 members 
Entering Unmasked Estep 
Score: -3556920.000000 Penalty: 5318.554688
	Iteration 75Q: 3 clusters Score -3556920 nChanged 75
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Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 33308 members 
Entering Unmasked Estep 
Score: -3556932.250000 Penalty: 5318.554688
	Iteration 76Q: 3 clusters Score -3556932 nChanged 60
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Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 33256 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -3556936 nChanged 61
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Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 33207 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -3556934 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 33157 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -3556935 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 33116 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -3556936 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 33074 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -3556957 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 33025 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -3556954 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 32979 members 
Entering Unmasked Estep 
Score: -3556955.250000 Penalty: 5318.554688
	Iteration 83Q: 3 clusters Score -3556955 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 32947 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -3556960 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 32920 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -3556962 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 32886 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -3556967 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 32860 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -3556970 nChanged 27
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Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 32837 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -3556973 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 32819 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -3556977 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 32806 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -3556974 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 32802 members 
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	Iteration 91Q: 3 clusters Score -3556978 nChanged 10
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Mstep: Class 1 contains 12591 members 
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	Iteration 92Q: 3 clusters Score -3556978 nChanged 9
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Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 32785 members 
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	Iteration 93Q: 3 clusters Score -3556983 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12607 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -3556979 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 32771 members 
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	Iteration 95Q: 3 clusters Score -3556975 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12617 members 
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	Iteration 96Q: 3 clusters Score -3556975 nChanged 3
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -3556972 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 2 contains 32762 members 
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	Iteration 98Q: 3 clusters Score -3556974 nChanged 3
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	Iteration 99Q: 3 clusters Score -3556980 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12628 members 
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	Iteration 100F: 3 clusters Score -3556977 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12631 members 
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	Iteration 101Q: 3 clusters Score -3556979 nChanged 4
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Mstep: Class 1 contains 12635 members 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -3556980 nChanged 2
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	Iteration 103Q: 3 clusters Score -3556980 nChanged 2
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	Iteration 104Q: 3 clusters Score -3556980 nChanged 2
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	Iteration 105Q: 3 clusters Score -3556980 nChanged 3
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	Iteration 106Q: 3 clusters Score -3556982 nChanged 2
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	Iteration 107Q: 3 clusters Score -3556984 nChanged 4
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	Iteration 108Q: 3 clusters Score -3556986 nChanged 2
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Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 32731 members 
Entering Unmasked Estep 
Score: -3556983.500000 Penalty: 5318.554688
	Iteration 109Q: 3 clusters Score -3556984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 32728 members 
Entering Unmasked Estep 
Score: -3556983.500000 Penalty: 5318.554688
	Iteration 110Q: 3 clusters Score -3556984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 32725 members 
Entering Unmasked Estep 
Score: -3556989.000000 Penalty: 5318.554688
	Iteration 111Q: 3 clusters Score -3556989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 32722 members 
Entering Unmasked Estep 
Score: -3556986.500000 Penalty: 5318.554688
	Iteration 112Q: 3 clusters Score -3556986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 32717 members 
Entering Unmasked Estep 
Score: -3556988.500000 Penalty: 5318.554688
	Iteration 113Q: 3 clusters Score -3556988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 32711 members 
Entering Unmasked Estep 
Score: -3556991.250000 Penalty: 5318.554688
	Iteration 114Q: 3 clusters Score -3556991 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 32700 members 
Entering Unmasked Estep 
Score: -3556990.000000 Penalty: 5318.554688
	Iteration 115Q: 3 clusters Score -3556990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 32695 members 
Entering Unmasked Estep 
Score: -3556987.750000 Penalty: 5318.554688
	Iteration 116Q: 3 clusters Score -3556988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 32688 members 
Entering Unmasked Estep 
Score: -3556994.250000 Penalty: 5318.554688
	Iteration 117Q: 3 clusters Score -3556994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 32683 members 
Entering Unmasked Estep 
Score: -3556994.500000 Penalty: 5318.554688
	Iteration 118Q: 3 clusters Score -3556994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 32680 members 
Entering Unmasked Estep 
Score: -3556993.750000 Penalty: 5318.554688
	Iteration 119Q: 3 clusters Score -3556994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 32677 members 
Entering Unmasked Estep 
Score: -3556999.000000 Penalty: 5318.554688
	Iteration 120F: 3 clusters Score -3556999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 32674 members 
Entering Unmasked Estep 
Score: -3556997.000000 Penalty: 5318.554688
	Iteration 121Q: 3 clusters Score -3556997 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 32668 members 
Entering Unmasked Estep 
Score: -3556995.750000 Penalty: 5318.554688
	Iteration 122Q: 3 clusters Score -3556996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 32662 members 
Entering Unmasked Estep 
Score: -3556993.500000 Penalty: 5318.554688
	Iteration 123Q: 3 clusters Score -3556994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 32654 members 
Entering Unmasked Estep 
Score: -3557002.750000 Penalty: 5318.554688
	Iteration 124Q: 3 clusters Score -3557003 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 32645 members 
Entering Unmasked Estep 
Score: -3557001.500000 Penalty: 5318.554688
	Iteration 125Q: 3 clusters Score -3557002 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 32637 members 
Entering Unmasked Estep 
Score: -3557001.000000 Penalty: 5318.554688
	Iteration 126Q: 3 clusters Score -3557001 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 32632 members 
Entering Unmasked Estep 
Score: -3557001.500000 Penalty: 5318.554688
	Iteration 127Q: 3 clusters Score -3557002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 32630 members 
Entering Unmasked Estep 
Score: -3557000.750000 Penalty: 5318.554688
	Iteration 128Q: 3 clusters Score -3557001 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 32629 members 
Entering Unmasked Estep 
Score: -3557000.500000 Penalty: 5318.554688
	Iteration 129Q: 3 clusters Score -3557000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 32628 members 
Entering Unmasked Estep 
Score: -3557000.000000 Penalty: 5318.554688
	Iteration 130Q: 3 clusters Score -3557000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 32627 members 
Entering Unmasked Estep 
Score: -3556999.250000 Penalty: 5318.554688
	Iteration 131Q: 3 clusters Score -3556999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 32626 members 
Entering Unmasked Estep 
Score: -3557001.500000 Penalty: 5318.554688
	Iteration 132Q: 3 clusters Score -3557002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 32624 members 
Entering Unmasked Estep 
Score: -3557001.500000 Penalty: 5318.554688
	Iteration 133Q: 3 clusters Score -3557002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 32620 members 
Entering Unmasked Estep 
Score: -3557002.250000 Penalty: 5318.554688
	Iteration 134Q: 3 clusters Score -3557002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 32615 members 
Entering Unmasked Estep 
Score: -3557001.500000 Penalty: 5318.554688
	Iteration 135Q: 3 clusters Score -3557002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 32614 members 
Entering Unmasked Estep 
Score: -3556999.250000 Penalty: 5318.554688
	Iteration 136Q: 3 clusters Score -3556999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 32613 members 
Entering Unmasked Estep 
Score: -3557000.500000 Penalty: 5318.554688
	Iteration 137Q: 3 clusters Score -3557000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 32611 members 
Entering Unmasked Estep 
Score: -3557000.500000 Penalty: 5318.554688
	Iteration 138Q: 3 clusters Score -3557000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 32610 members 
Entering Unmasked Estep 
Score: -3557000.000000 Penalty: 5318.554688
	Iteration 139Q: 3 clusters Score -3557000 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 32610 members 
Entering Unmasked Estep 
Score: -3557000.000000 Penalty: 5318.554688
	Iteration 140F: 3 clusters Score -3557000 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (28139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28139 members 
Entering Unmasked Estep 
Score: -2296945.750000 Penalty: 2540.738281
	Iteration 0F: 2 clusters Score -2296946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -2277496.500000 Penalty: 5081.476562
	Iteration 0F: 3 clusters Score -2277496 nChanged 12677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -2284436.000000 Penalty: 5081.476562
	Iteration 1F: 3 clusters Score -2284436 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -2284879.500000 Penalty: 5081.476562
	Iteration 2Q: 3 clusters Score -2284880 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15223 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -2285242.500000 Penalty: 5081.476562
	Iteration 3Q: 3 clusters Score -2285242 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -2285671.500000 Penalty: 5081.476562
	Iteration 4Q: 3 clusters Score -2285672 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16286 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -2286171.500000 Penalty: 5081.476562
	Iteration 5Q: 3 clusters Score -2286172 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17027 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -2286770.000000 Penalty: 5081.476562
	Iteration 6Q: 3 clusters Score -2286770 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17915 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -2287465.500000 Penalty: 5081.476562
	Iteration 7Q: 3 clusters Score -2287466 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18891 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -2288236.500000 Penalty: 5081.476562
	Iteration 8Q: 3 clusters Score -2288236 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19983 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -2289072.000000 Penalty: 5081.476562
	Iteration 9Q: 3 clusters Score -2289072 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21137 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -2289972.750000 Penalty: 5081.476562
	Iteration 10Q: 3 clusters Score -2289973 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22322 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -2290879.500000 Penalty: 5081.476562
	Iteration 11Q: 3 clusters Score -2290880 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23450 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -2291740.750000 Penalty: 5081.476562
	Iteration 12Q: 3 clusters Score -2291741 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24427 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -2292442.000000 Penalty: 5081.476562
	Iteration 13Q: 3 clusters Score -2292442 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25245 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -2293034.250000 Penalty: 5081.476562
	Iteration 14Q: 3 clusters Score -2293034 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25898 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -2293488.250000 Penalty: 5081.476562
	Iteration 15Q: 3 clusters Score -2293488 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26386 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -2293838.500000 Penalty: 5081.476562
	Iteration 16Q: 3 clusters Score -2293838 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26732 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -2294086.500000 Penalty: 5081.476562
	Iteration 17Q: 3 clusters Score -2294086 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26984 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -2294285.000000 Penalty: 5081.476562
	Iteration 18Q: 3 clusters Score -2294285 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27176 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -2294436.000000 Penalty: 5081.476562
	Iteration 19Q: 3 clusters Score -2294436 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27298 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -2294517.500000 Penalty: 5081.476562
	Iteration 20F: 3 clusters Score -2294518 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27396 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -2294584.500000 Penalty: 5081.476562
	Iteration 21Q: 3 clusters Score -2294584 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27461 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -2294640.500000 Penalty: 5081.476562
	Iteration 22Q: 3 clusters Score -2294640 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27513 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -2294673.250000 Penalty: 5081.476562
	Iteration 23Q: 3 clusters Score -2294673 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27539 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -2294700.000000 Penalty: 5081.476562
	Iteration 24Q: 3 clusters Score -2294700 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27557 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -2294707.250000 Penalty: 5081.476562
	Iteration 25Q: 3 clusters Score -2294707 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27575 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -2294725.250000 Penalty: 5081.476562
	Iteration 26Q: 3 clusters Score -2294725 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27591 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -2294736.250000 Penalty: 5081.476562
	Iteration 27Q: 3 clusters Score -2294736 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27605 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -2294753.500000 Penalty: 5081.476562
	Iteration 28Q: 3 clusters Score -2294754 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27620 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -2294769.500000 Penalty: 5081.476562
	Iteration 29Q: 3 clusters Score -2294770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27628 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -2294778.250000 Penalty: 5081.476562
	Iteration 30Q: 3 clusters Score -2294778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27633 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -2294778.750000 Penalty: 5081.476562
	Iteration 31Q: 3 clusters Score -2294779 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27638 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -2294787.500000 Penalty: 5081.476562
	Iteration 32Q: 3 clusters Score -2294788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27641 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -2294787.250000 Penalty: 5081.476562
	Iteration 33Q: 3 clusters Score -2294787 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27643 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -2294788.750000 Penalty: 5081.476562
	Iteration 34Q: 3 clusters Score -2294789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27644 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -2294791.000000 Penalty: 5081.476562
	Iteration 35Q: 3 clusters Score -2294791 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27645 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -2294789.000000 Penalty: 5081.476562
	Iteration 36Q: 3 clusters Score -2294789 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27645 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -2294789.000000 Penalty: 5081.476562
	Iteration 37F: 3 clusters Score -2294789 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Entering Unmasked Estep 
Score: -668136.687500 Penalty: 2259.491211
	Iteration 0F: 2 clusters Score -668136.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -661040.500000 Penalty: 4518.982422
	Iteration 0F: 3 clusters Score -661040.5 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -663212.375000 Penalty: 4518.982422
	Iteration 1F: 3 clusters Score -663212.4 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -663602.437500 Penalty: 4518.982422
	Iteration 2F: 3 clusters Score -663602.4 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -663899.687500 Penalty: 4518.982422
	Iteration 3F: 3 clusters Score -663899.7 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -664149.250000 Penalty: 4518.982422
	Iteration 4Q: 3 clusters Score -664149.2 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -664382.312500 Penalty: 4518.982422
	Iteration 5Q: 3 clusters Score -664382.3 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -664649.062500 Penalty: 4518.982422
	Iteration 6Q: 3 clusters Score -664649.1 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -664948.437500 Penalty: 4518.982422
	Iteration 7Q: 3 clusters Score -664948.4 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -665331.687500 Penalty: 4518.982422
	Iteration 8Q: 3 clusters Score -665331.7 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -665877.812500 Penalty: 4518.982422
	Iteration 9F: 3 clusters Score -665877.8 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -666638.937500 Penalty: 4518.982422
	Iteration 10F: 3 clusters Score -666638.9 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -667598.062500 Penalty: 4518.982422
	Iteration 11F: 3 clusters Score -667598.1 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -668449.000000 Penalty: 4518.982422
	Iteration 12F: 3 clusters Score -668449 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -668741.500000 Penalty: 4518.982422
	Iteration 13Q: 3 clusters Score -668741.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -668850.812500 Penalty: 4518.982422
	Iteration 14Q: 3 clusters Score -668850.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -668905.437500 Penalty: 4518.982422
	Iteration 15Q: 3 clusters Score -668905.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -668932.000000 Penalty: 4518.982422
	Iteration 16Q: 3 clusters Score -668932 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -668941.625000 Penalty: 4518.982422
	Iteration 17Q: 3 clusters Score -668941.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -668950.625000 Penalty: 4518.982422
	Iteration 18Q: 3 clusters Score -668950.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -668956.187500 Penalty: 4518.982422
	Iteration 19Q: 3 clusters Score -668956.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -668958.437500 Penalty: 4518.982422
	Iteration 20F: 3 clusters Score -668958.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -668961.750000 Penalty: 4518.982422
	Iteration 21Q: 3 clusters Score -668961.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -668963.625000 Penalty: 4518.982422
	Iteration 22Q: 3 clusters Score -668963.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -668964.937500 Penalty: 4518.982422
	Iteration 23Q: 3 clusters Score -668964.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -668968.000000 Penalty: 4518.982422
	Iteration 24Q: 3 clusters Score -668968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -668967.875000 Penalty: 4518.982422
	Iteration 25Q: 3 clusters Score -668967.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -668967.625000 Penalty: 4518.982422
	Iteration 26Q: 3 clusters Score -668967.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -668967.625000 Penalty: 4518.982422
	Iteration 27F: 3 clusters Score -668967.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 3091 members 
Mstep: Class 3 contains 86465 members 
Mstep: Class 4 contains 3546 members 
Mstep: Class 5 contains 376658 members 
Mstep: Class 6 contains 4468 members 
Mstep: Class 7 contains 6235 members 
Mstep: Class 8 contains 6831 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28330 members 
Mstep: Class 11 contains 219167 members 
Mstep: Class 12 contains 49237 members 
Mstep: Class 13 contains 154269 members 
Mstep: Class 14 contains 108654 members 
Mstep: Class 15 contains 73241 members 
Mstep: Class 16 contains 89026 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 27480 members 
Mstep: Class 19 contains 4563 members 
Mstep: Class 20 contains 8472 members 
Mstep: Class 21 contains 45383 members 
Mstep: Class 22 contains 28139 members 
Mstep: Class 23 contains 4371 members 
Mstep: Class 24 contains 7636 members 
Mstep: Class 25 contains 24440 members 
Mstep: Class 26 contains 15613 members 
Mstep: Class 27 contains 6078 members 
Mstep: Class 28 contains 7815 members 
Mstep: Class 29 contains 3647 members 
Mstep: Class 30 contains 10036 members 
Mstep: Class 31 contains 25367 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9703 members 
Mstep: Class 34 contains 4682 members 
Entering Unmasked Estep 
Score: -111976744.000000 Penalty: 119701.210938
Splitting cluster 23 changes total score from -111977000.000000 to -111976744.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (7636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Entering Unmasked Estep 
Score: -546584.875000 Penalty: 2217.275879
	Iteration 0F: 2 clusters Score -546584.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -540497.562500 Penalty: 4434.551758
	Iteration 0F: 3 clusters Score -540497.6 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -542327.937500 Penalty: 4434.551758
	Iteration 1F: 3 clusters Score -542327.9 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -542767.125000 Penalty: 4434.551758
	Iteration 2F: 3 clusters Score -542767.1 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -543116.687500 Penalty: 4434.551758
	Iteration 3F: 3 clusters Score -543116.7 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -543407.062500 Penalty: 4434.551758
	Iteration 4F: 3 clusters Score -543407.1 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -543664.875000 Penalty: 4434.551758
	Iteration 5Q: 3 clusters Score -543664.9 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -543894.125000 Penalty: 4434.551758
	Iteration 6Q: 3 clusters Score -543894.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -544102.187500 Penalty: 4434.551758
	Iteration 7Q: 3 clusters Score -544102.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -544288.125000 Penalty: 4434.551758
	Iteration 8Q: 3 clusters Score -544288.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -544470.687500 Penalty: 4434.551758
	Iteration 9Q: 3 clusters Score -544470.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -544623.062500 Penalty: 4434.551758
	Iteration 10Q: 3 clusters Score -544623.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -544731.187500 Penalty: 4434.551758
	Iteration 11Q: 3 clusters Score -544731.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -544811.875000 Penalty: 4434.551758
	Iteration 12Q: 3 clusters Score -544811.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -544892.812500 Penalty: 4434.551758
	Iteration 13Q: 3 clusters Score -544892.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -544973.312500 Penalty: 4434.551758
	Iteration 14Q: 3 clusters Score -544973.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -545031.312500 Penalty: 4434.551758
	Iteration 15Q: 3 clusters Score -545031.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -545084.125000 Penalty: 4434.551758
	Iteration 16Q: 3 clusters Score -545084.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -545130.375000 Penalty: 4434.551758
	Iteration 17Q: 3 clusters Score -545130.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -545165.312500 Penalty: 4434.551758
	Iteration 18Q: 3 clusters Score -545165.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -545196.500000 Penalty: 4434.551758
	Iteration 19Q: 3 clusters Score -545196.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -545213.000000 Penalty: 4434.551758
	Iteration 20F: 3 clusters Score -545213 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -545222.187500 Penalty: 4434.551758
	Iteration 21Q: 3 clusters Score -545222.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -545229.437500 Penalty: 4434.551758
	Iteration 22Q: 3 clusters Score -545229.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -545234.312500 Penalty: 4434.551758
	Iteration 23Q: 3 clusters Score -545234.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -545237.312500 Penalty: 4434.551758
	Iteration 24Q: 3 clusters Score -545237.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -545239.562500 Penalty: 4434.551758
	Iteration 25Q: 3 clusters Score -545239.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -545241.062500 Penalty: 4434.551758
	Iteration 26Q: 3 clusters Score -545241.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -545242.500000 Penalty: 4434.551758
	Iteration 27Q: 3 clusters Score -545242.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -545245.500000 Penalty: 4434.551758
	Iteration 28Q: 3 clusters Score -545245.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -545247.375000 Penalty: 4434.551758
	Iteration 29Q: 3 clusters Score -545247.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -545249.562500 Penalty: 4434.551758
	Iteration 30Q: 3 clusters Score -545249.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -545250.875000 Penalty: 4434.551758
	Iteration 31Q: 3 clusters Score -545250.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -545252.937500 Penalty: 4434.551758
	Iteration 32Q: 3 clusters Score -545252.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -545254.937500 Penalty: 4434.551758
	Iteration 33Q: 3 clusters Score -545254.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -545255.562500 Penalty: 4434.551758
	Iteration 34Q: 3 clusters Score -545255.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -545255.562500 Penalty: 4434.551758
	Iteration 35F: 3 clusters Score -545255.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (24440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24440 members 
Entering Unmasked Estep 
Score: -1721078.375000 Penalty: 2505.786133
	Iteration 0F: 2 clusters Score -1721078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -1704027.250000 Penalty: 5011.572266
	Iteration 0F: 3 clusters Score -1704027 nChanged 10944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -1710053.750000 Penalty: 5011.572266
	Iteration 1F: 3 clusters Score -1710054 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -1710705.750000 Penalty: 5011.572266
	Iteration 2F: 3 clusters Score -1710706 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -1711519.000000 Penalty: 5011.572266
	Iteration 3F: 3 clusters Score -1711519 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -1712531.250000 Penalty: 5011.572266
	Iteration 4F: 3 clusters Score -1712531 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -1713725.375000 Penalty: 5011.572266
	Iteration 5F: 3 clusters Score -1713725 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -1714829.625000 Penalty: 5011.572266
	Iteration 6F: 3 clusters Score -1714830 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -1715702.125000 Penalty: 5011.572266
	Iteration 7F: 3 clusters Score -1715702 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -1716400.375000 Penalty: 5011.572266
	Iteration 8Q: 3 clusters Score -1716400 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -1716891.500000 Penalty: 5011.572266
	Iteration 9Q: 3 clusters Score -1716892 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -1717236.250000 Penalty: 5011.572266
	Iteration 10Q: 3 clusters Score -1717236 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -1717475.500000 Penalty: 5011.572266
	Iteration 11Q: 3 clusters Score -1717476 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -1717670.875000 Penalty: 5011.572266
	Iteration 12Q: 3 clusters Score -1717671 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -1717831.500000 Penalty: 5011.572266
	Iteration 13Q: 3 clusters Score -1717832 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -1717966.500000 Penalty: 5011.572266
	Iteration 14Q: 3 clusters Score -1717966 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -1718099.250000 Penalty: 5011.572266
	Iteration 15Q: 3 clusters Score -1718099 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -1718240.250000 Penalty: 5011.572266
	Iteration 16Q: 3 clusters Score -1718240 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -1718402.875000 Penalty: 5011.572266
	Iteration 17Q: 3 clusters Score -1718403 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15740 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -1718558.125000 Penalty: 5011.572266
	Iteration 18Q: 3 clusters Score -1718558 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -1718728.875000 Penalty: 5011.572266
	Iteration 19Q: 3 clusters Score -1718729 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16355 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -1718910.125000 Penalty: 5011.572266
	Iteration 20F: 3 clusters Score -1718910 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16656 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1719057.500000 Penalty: 5011.572266
	Iteration 21Q: 3 clusters Score -1719058 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16932 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1719164.250000 Penalty: 5011.572266
	Iteration 22Q: 3 clusters Score -1719164 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1719238.750000 Penalty: 5011.572266
	Iteration 23Q: 3 clusters Score -1719239 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17363 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1719290.375000 Penalty: 5011.572266
	Iteration 24Q: 3 clusters Score -1719290 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17537 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1719334.875000 Penalty: 5011.572266
	Iteration 25Q: 3 clusters Score -1719335 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17688 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1719374.375000 Penalty: 5011.572266
	Iteration 26Q: 3 clusters Score -1719374 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1719416.625000 Penalty: 5011.572266
	Iteration 27Q: 3 clusters Score -1719417 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17992 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1719454.375000 Penalty: 5011.572266
	Iteration 28Q: 3 clusters Score -1719454 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18112 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1719481.875000 Penalty: 5011.572266
	Iteration 29Q: 3 clusters Score -1719482 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18231 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1719512.750000 Penalty: 5011.572266
	Iteration 30Q: 3 clusters Score -1719513 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18346 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1719537.375000 Penalty: 5011.572266
	Iteration 31Q: 3 clusters Score -1719537 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18457 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1719560.875000 Penalty: 5011.572266
	Iteration 32Q: 3 clusters Score -1719561 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18572 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1719588.375000 Penalty: 5011.572266
	Iteration 33Q: 3 clusters Score -1719588 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18683 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1719608.625000 Penalty: 5011.572266
	Iteration 34Q: 3 clusters Score -1719609 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18793 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1719635.875000 Penalty: 5011.572266
	Iteration 35Q: 3 clusters Score -1719636 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18886 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1719648.500000 Penalty: 5011.572266
	Iteration 36Q: 3 clusters Score -1719648 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18988 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1719677.250000 Penalty: 5011.572266
	Iteration 37Q: 3 clusters Score -1719677 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19099 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1719704.000000 Penalty: 5011.572266
	Iteration 38Q: 3 clusters Score -1719704 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19204 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1719726.750000 Penalty: 5011.572266
	Iteration 39Q: 3 clusters Score -1719727 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19291 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -1719742 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19380 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1719757 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19455 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1719773 nChanged 67
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Mstep: Class 1 contains 19522 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1719790 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19583 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1719804 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19633 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1719808 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19682 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1719814.000000 Penalty: 5011.572266
	Iteration 46Q: 3 clusters Score -1719814 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19715 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1719817 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19746 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1719828 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19777 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1719828 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19813 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1719832.250000 Penalty: 5011.572266
	Iteration 50Q: 3 clusters Score -1719832 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19852 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1719840 nChanged 43
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Mstep: Class 1 contains 19893 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1719845 nChanged 35
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Mstep: Class 1 contains 19928 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1719850.625000 Penalty: 5011.572266
	Iteration 53Q: 3 clusters Score -1719851 nChanged 33
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Mstep: Class 1 contains 19961 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1719863 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19996 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1719868 nChanged 38
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Mstep: Class 1 contains 20032 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1719872 nChanged 35
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Mstep: Class 1 contains 20065 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1719878 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20097 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1719876 nChanged 30
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Mstep: Class 1 contains 20127 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1719880 nChanged 32
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Mstep: Class 1 contains 20159 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1719887 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20181 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1719891 nChanged 20
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Mstep: Class 1 contains 20201 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1719899 nChanged 19
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Mstep: Class 1 contains 20220 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1719900 nChanged 20
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Mstep: Class 1 contains 20240 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1719902 nChanged 23
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Mstep: Class 1 contains 20263 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1719905 nChanged 19
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Mstep: Class 1 contains 20280 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1719907 nChanged 15
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Mstep: Class 1 contains 20293 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1719910 nChanged 13
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Mstep: Class 1 contains 20306 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1719911 nChanged 12
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Mstep: Class 1 contains 20318 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1719915 nChanged 9
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Mstep: Class 1 contains 20327 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1719918 nChanged 9
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Mstep: Class 1 contains 20334 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1719919 nChanged 8
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Mstep: Class 1 contains 20342 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1719924 nChanged 10
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Mstep: Class 1 contains 20352 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1719923 nChanged 5
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Mstep: Class 1 contains 20357 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1719923 nChanged 6
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Mstep: Class 1 contains 20363 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1719923 nChanged 5
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Mstep: Class 1 contains 20368 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1719919 nChanged 6
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Mstep: Class 1 contains 20374 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1719921 nChanged 6
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Mstep: Class 1 contains 20380 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1719923 nChanged 8
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Mstep: Class 1 contains 20388 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1719924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20394 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1719925.500000 Penalty: 5011.572266
	Iteration 80F: 3 clusters Score -1719926 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20396 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1719924 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20401 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1719927 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20404 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1719925 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20407 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1719920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20413 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1719928 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20422 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1719928 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20431 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1719929 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20438 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1719930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20444 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1719927 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20448 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1719927 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20454 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1719927 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20460 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1719927 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20464 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1719926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20469 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1719929 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20475 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1719928 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20482 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1719931 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20488 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1719930.000000 Penalty: 5011.572266
	Iteration 97Q: 3 clusters Score -1719930 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20493 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1719930 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20501 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1719929 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20513 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1719935.125000 Penalty: 5011.572266
	Iteration 100F: 3 clusters Score -1719935 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20524 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1719939.000000 Penalty: 5011.572266
	Iteration 101Q: 3 clusters Score -1719939 nChanged 13
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Mstep: Class 1 contains 20535 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1719940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20541 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1719944 nChanged 4
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Mstep: Class 1 contains 20545 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1719945 nChanged 5
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Mstep: Class 1 contains 20550 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1719944 nChanged 10
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Mstep: Class 1 contains 20560 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1719948 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20564 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1719945 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1719945 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20571 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1719947 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20575 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1719946 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20581 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1719947.875000 Penalty: 5011.572266
	Iteration 111Q: 3 clusters Score -1719948 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20591 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1719951.750000 Penalty: 5011.572266
	Iteration 112Q: 3 clusters Score -1719952 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20599 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1719952 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20604 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1719952 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20612 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -1719951 nChanged 10
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Mstep: Class 1 contains 20622 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1719950 nChanged 9
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Mstep: Class 1 contains 20631 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1719952 nChanged 7
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Mstep: Class 1 contains 20638 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1719951 nChanged 10
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Mstep: Class 1 contains 20646 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -1719956 nChanged 5
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Mstep: Class 1 contains 20651 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -1719955 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20656 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1719955 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20659 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -1719954 nChanged 6
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Mstep: Class 1 contains 20663 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -1719953 nChanged 6
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Mstep: Class 1 contains 20667 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -1719953 nChanged 2
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Mstep: Class 1 contains 20669 members 
Mstep: Class 2 contains 3771 members 
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	Iteration 125Q: 3 clusters Score -1719954 nChanged 2
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Mstep: Class 1 contains 20671 members 
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	Iteration 126Q: 3 clusters Score -1719954 nChanged 3
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Mstep: Class 1 contains 20674 members 
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -1719952 nChanged 9
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Mstep: Class 1 contains 20683 members 
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Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -1719953 nChanged 12
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Mstep: Class 1 contains 20695 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -1719956 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20707 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -1719961 nChanged 11
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Mstep: Class 1 contains 20718 members 
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Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -1719969 nChanged 13
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Mstep: Class 1 contains 20731 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -1719965 nChanged 12
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Mstep: Class 1 contains 20743 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1719965.000000 Penalty: 5011.572266
	Iteration 133Q: 3 clusters Score -1719965 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20756 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1719969.375000 Penalty: 5011.572266
	Iteration 134Q: 3 clusters Score -1719969 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20763 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -1719970.250000 Penalty: 5011.572266
	Iteration 135Q: 3 clusters Score -1719970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20766 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1719972.250000 Penalty: 5011.572266
	Iteration 136Q: 3 clusters Score -1719972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20770 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1719971.250000 Penalty: 5011.572266
	Iteration 137Q: 3 clusters Score -1719971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20772 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -1719974.000000 Penalty: 5011.572266
	Iteration 138Q: 3 clusters Score -1719974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20775 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1719971.250000 Penalty: 5011.572266
	Iteration 139Q: 3 clusters Score -1719971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20778 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1719972.750000 Penalty: 5011.572266
	Iteration 140F: 3 clusters Score -1719973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20780 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1719972.500000 Penalty: 5011.572266
	Iteration 141Q: 3 clusters Score -1719972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20783 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1719971.125000 Penalty: 5011.572266
	Iteration 142Q: 3 clusters Score -1719971 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20788 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1719972.250000 Penalty: 5011.572266
	Iteration 143Q: 3 clusters Score -1719972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20793 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1719972.125000 Penalty: 5011.572266
	Iteration 144Q: 3 clusters Score -1719972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20796 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -1719970.375000 Penalty: 5011.572266
	Iteration 145Q: 3 clusters Score -1719970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20796 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -1719969.375000 Penalty: 5011.572266
	Iteration 146Q: 3 clusters Score -1719969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20797 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1719970.500000 Penalty: 5011.572266
	Iteration 147Q: 3 clusters Score -1719970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20798 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1719971.625000 Penalty: 5011.572266
	Iteration 148Q: 3 clusters Score -1719972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20799 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1719971.000000 Penalty: 5011.572266
	Iteration 149Q: 3 clusters Score -1719971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20802 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1719971.250000 Penalty: 5011.572266
	Iteration 150Q: 3 clusters Score -1719971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20803 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1719971.875000 Penalty: 5011.572266
	Iteration 151Q: 3 clusters Score -1719972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20804 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1719971.875000 Penalty: 5011.572266
	Iteration 152Q: 3 clusters Score -1719972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20804 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1719971.875000 Penalty: 5011.572266
	Iteration 153F: 3 clusters Score -1719972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (15613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Entering Unmasked Estep 
Score: -1240967.875000 Penalty: 2394.653076
	Iteration 0F: 2 clusters Score -1240968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -1229851.500000 Penalty: 4789.306152
	Iteration 0F: 3 clusters Score -1229852 nChanged 6698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -1233570.250000 Penalty: 4789.306152
	Iteration 1F: 3 clusters Score -1233570 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -1234121.875000 Penalty: 4789.306152
	Iteration 2F: 3 clusters Score -1234122 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -1234591.500000 Penalty: 4789.306152
	Iteration 3F: 3 clusters Score -1234592 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -1235040.750000 Penalty: 4789.306152
	Iteration 4F: 3 clusters Score -1235041 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -1235474.125000 Penalty: 4789.306152
	Iteration 5F: 3 clusters Score -1235474 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -1235948.750000 Penalty: 4789.306152
	Iteration 6F: 3 clusters Score -1235949 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -1236442.875000 Penalty: 4789.306152
	Iteration 7Q: 3 clusters Score -1236443 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -1236975.000000 Penalty: 4789.306152
	Iteration 8Q: 3 clusters Score -1236975 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -1237544.375000 Penalty: 4789.306152
	Iteration 9Q: 3 clusters Score -1237544 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -1237977.125000 Penalty: 4789.306152
	Iteration 10Q: 3 clusters Score -1237977 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -1238302.875000 Penalty: 4789.306152
	Iteration 11Q: 3 clusters Score -1238303 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -1238520.250000 Penalty: 4789.306152
	Iteration 12Q: 3 clusters Score -1238520 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -1238702.125000 Penalty: 4789.306152
	Iteration 13Q: 3 clusters Score -1238702 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -1238823.250000 Penalty: 4789.306152
	Iteration 14Q: 3 clusters Score -1238823 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -1238929.750000 Penalty: 4789.306152
	Iteration 15Q: 3 clusters Score -1238930 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -1238982.625000 Penalty: 4789.306152
	Iteration 16Q: 3 clusters Score -1238983 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -1239023.375000 Penalty: 4789.306152
	Iteration 17Q: 3 clusters Score -1239023 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -1239053.375000 Penalty: 4789.306152
	Iteration 18Q: 3 clusters Score -1239053 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -1239071.375000 Penalty: 4789.306152
	Iteration 19Q: 3 clusters Score -1239071 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -1239088.750000 Penalty: 4789.306152
	Iteration 20F: 3 clusters Score -1239089 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -1239107.250000 Penalty: 4789.306152
	Iteration 21Q: 3 clusters Score -1239107 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -1239122.625000 Penalty: 4789.306152
	Iteration 22Q: 3 clusters Score -1239123 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -1239130.000000 Penalty: 4789.306152
	Iteration 23Q: 3 clusters Score -1239130 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -1239140.250000 Penalty: 4789.306152
	Iteration 24Q: 3 clusters Score -1239140 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -1239149.500000 Penalty: 4789.306152
	Iteration 25Q: 3 clusters Score -1239150 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -1239157.125000 Penalty: 4789.306152
	Iteration 26Q: 3 clusters Score -1239157 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -1239164.000000 Penalty: 4789.306152
	Iteration 27Q: 3 clusters Score -1239164 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -1239172.375000 Penalty: 4789.306152
	Iteration 28Q: 3 clusters Score -1239172 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -1239176.000000 Penalty: 4789.306152
	Iteration 29Q: 3 clusters Score -1239176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -1239174.625000 Penalty: 4789.306152
	Iteration 30Q: 3 clusters Score -1239175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -1239174.750000 Penalty: 4789.306152
	Iteration 31Q: 3 clusters Score -1239175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -1239175.625000 Penalty: 4789.306152
	Iteration 32Q: 3 clusters Score -1239176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -1239175.625000 Penalty: 4789.306152
	Iteration 33F: 3 clusters Score -1239176 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Entering Unmasked Estep 
Score: -484144.656250 Penalty: 2160.682861
	Iteration 0F: 2 clusters Score -484144.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -478940.125000 Penalty: 4321.365723
	Iteration 0F: 3 clusters Score -478940.1 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -480226.750000 Penalty: 4321.365723
	Iteration 1F: 3 clusters Score -480226.8 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -480471.750000 Penalty: 4321.365723
	Iteration 2F: 3 clusters Score -480471.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -480620.937500 Penalty: 4321.365723
	Iteration 3F: 3 clusters Score -480620.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -480710.437500 Penalty: 4321.365723
	Iteration 4Q: 3 clusters Score -480710.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -480778.156250 Penalty: 4321.365723
	Iteration 5Q: 3 clusters Score -480778.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -480834.562500 Penalty: 4321.365723
	Iteration 6Q: 3 clusters Score -480834.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -480879.875000 Penalty: 4321.365723
	Iteration 7Q: 3 clusters Score -480879.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -480908.406250 Penalty: 4321.365723
	Iteration 8Q: 3 clusters Score -480908.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -480939.250000 Penalty: 4321.365723
	Iteration 9Q: 3 clusters Score -480939.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -480967.125000 Penalty: 4321.365723
	Iteration 10Q: 3 clusters Score -480967.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -480986.468750 Penalty: 4321.365723
	Iteration 11Q: 3 clusters Score -480986.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -480999.125000 Penalty: 4321.365723
	Iteration 12Q: 3 clusters Score -480999.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -481008.656250 Penalty: 4321.365723
	Iteration 13Q: 3 clusters Score -481008.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -481019.187500 Penalty: 4321.365723
	Iteration 14Q: 3 clusters Score -481019.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -481029.500000 Penalty: 4321.365723
	Iteration 15Q: 3 clusters Score -481029.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -481044.000000 Penalty: 4321.365723
	Iteration 16Q: 3 clusters Score -481044 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -481057.812500 Penalty: 4321.365723
	Iteration 17Q: 3 clusters Score -481057.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -481067.281250 Penalty: 4321.365723
	Iteration 18Q: 3 clusters Score -481067.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -481075.093750 Penalty: 4321.365723
	Iteration 19Q: 3 clusters Score -481075.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -481080.031250 Penalty: 4321.365723
	Iteration 20F: 3 clusters Score -481080 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -481087.781250 Penalty: 4321.365723
	Iteration 21Q: 3 clusters Score -481087.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -481100.156250 Penalty: 4321.365723
	Iteration 22Q: 3 clusters Score -481100.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -481113.750000 Penalty: 4321.365723
	Iteration 23Q: 3 clusters Score -481113.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -481128.468750 Penalty: 4321.365723
	Iteration 24Q: 3 clusters Score -481128.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -481144.125000 Penalty: 4321.365723
	Iteration 25Q: 3 clusters Score -481144.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -481156.000000 Penalty: 4321.365723
	Iteration 26Q: 3 clusters Score -481156 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -481167.656250 Penalty: 4321.365723
	Iteration 27Q: 3 clusters Score -481167.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -481179.375000 Penalty: 4321.365723
	Iteration 28Q: 3 clusters Score -481179.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -481188.843750 Penalty: 4321.365723
	Iteration 29Q: 3 clusters Score -481188.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -481196.906250 Penalty: 4321.365723
	Iteration 30Q: 3 clusters Score -481196.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -481204.375000 Penalty: 4321.365723
	Iteration 31Q: 3 clusters Score -481204.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -481212.937500 Penalty: 4321.365723
	Iteration 32Q: 3 clusters Score -481212.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -481222.718750 Penalty: 4321.365723
	Iteration 33Q: 3 clusters Score -481222.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -481234.843750 Penalty: 4321.365723
	Iteration 34Q: 3 clusters Score -481234.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -481248.156250 Penalty: 4321.365723
	Iteration 35Q: 3 clusters Score -481248.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -481263.031250 Penalty: 4321.365723
	Iteration 36Q: 3 clusters Score -481263 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -481283.156250 Penalty: 4321.365723
	Iteration 37Q: 3 clusters Score -481283.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -481298.906250 Penalty: 4321.365723
	Iteration 38Q: 3 clusters Score -481298.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -481315.500000 Penalty: 4321.365723
	Iteration 39Q: 3 clusters Score -481315.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -481337.281250 Penalty: 4321.365723
	Iteration 40F: 3 clusters Score -481337.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -481367.343750 Penalty: 4321.365723
	Iteration 41Q: 3 clusters Score -481367.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -481402.312500 Penalty: 4321.365723
	Iteration 42Q: 3 clusters Score -481402.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -481450.156250 Penalty: 4321.365723
	Iteration 43Q: 3 clusters Score -481450.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -481501.406250 Penalty: 4321.365723
	Iteration 44Q: 3 clusters Score -481501.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -481565.062500 Penalty: 4321.365723
	Iteration 45Q: 3 clusters Score -481565.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -481636.312500 Penalty: 4321.365723
	Iteration 46Q: 3 clusters Score -481636.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -481723.468750 Penalty: 4321.365723
	Iteration 47Q: 3 clusters Score -481723.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -481814.531250 Penalty: 4321.365723
	Iteration 48Q: 3 clusters Score -481814.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -481902.906250 Penalty: 4321.365723
	Iteration 49Q: 3 clusters Score -481902.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -481985.000000 Penalty: 4321.365723
	Iteration 50Q: 3 clusters Score -481985 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -482044.906250 Penalty: 4321.365723
	Iteration 51Q: 3 clusters Score -482044.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -482100.031250 Penalty: 4321.365723
	Iteration 52Q: 3 clusters Score -482100 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -482142.718750 Penalty: 4321.365723
	Iteration 53Q: 3 clusters Score -482142.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -482165.218750 Penalty: 4321.365723
	Iteration 54Q: 3 clusters Score -482165.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -482189.843750 Penalty: 4321.365723
	Iteration 55Q: 3 clusters Score -482189.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -482207.843750 Penalty: 4321.365723
	Iteration 56Q: 3 clusters Score -482207.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -482228.156250 Penalty: 4321.365723
	Iteration 57Q: 3 clusters Score -482228.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -482248.312500 Penalty: 4321.365723
	Iteration 58Q: 3 clusters Score -482248.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -482258.375000 Penalty: 4321.365723
	Iteration 59Q: 3 clusters Score -482258.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -482273.218750 Penalty: 4321.365723
	Iteration 60F: 3 clusters Score -482273.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -482283.312500 Penalty: 4321.365723
	Iteration 61Q: 3 clusters Score -482283.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -482288.218750 Penalty: 4321.365723
	Iteration 62Q: 3 clusters Score -482288.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -482292.687500 Penalty: 4321.365723
	Iteration 63Q: 3 clusters Score -482292.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -482299.750000 Penalty: 4321.365723
	Iteration 64Q: 3 clusters Score -482299.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -482302.750000 Penalty: 4321.365723
	Iteration 65Q: 3 clusters Score -482302.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -482308.250000 Penalty: 4321.365723
	Iteration 66Q: 3 clusters Score -482308.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -482311.812500 Penalty: 4321.365723
	Iteration 67Q: 3 clusters Score -482311.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -482313.593750 Penalty: 4321.365723
	Iteration 68Q: 3 clusters Score -482313.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -482315.093750 Penalty: 4321.365723
	Iteration 69Q: 3 clusters Score -482315.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -482315.093750 Penalty: 4321.365723
	Iteration 70F: 3 clusters Score -482315.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (7815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Entering Unmasked Estep 
Score: -602826.375000 Penalty: 2223.022461
	Iteration 0F: 2 clusters Score -602826.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -596625.687500 Penalty: 4446.044922
	Iteration 0F: 3 clusters Score -596625.7 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -598299.750000 Penalty: 4446.044922
	Iteration 1F: 3 clusters Score -598299.8 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -598563.562500 Penalty: 4446.044922
	Iteration 2F: 3 clusters Score -598563.6 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -598728.312500 Penalty: 4446.044922
	Iteration 3Q: 3 clusters Score -598728.3 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -598838.000000 Penalty: 4446.044922
	Iteration 4Q: 3 clusters Score -598838 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -598942.375000 Penalty: 4446.044922
	Iteration 5Q: 3 clusters Score -598942.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -599041.312500 Penalty: 4446.044922
	Iteration 6Q: 3 clusters Score -599041.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -599143.875000 Penalty: 4446.044922
	Iteration 7Q: 3 clusters Score -599143.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -599231.062500 Penalty: 4446.044922
	Iteration 8Q: 3 clusters Score -599231.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -599317.187500 Penalty: 4446.044922
	Iteration 9Q: 3 clusters Score -599317.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -599405.750000 Penalty: 4446.044922
	Iteration 10Q: 3 clusters Score -599405.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -599509.562500 Penalty: 4446.044922
	Iteration 11Q: 3 clusters Score -599509.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -599618.437500 Penalty: 4446.044922
	Iteration 12Q: 3 clusters Score -599618.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -599735.125000 Penalty: 4446.044922
	Iteration 13Q: 3 clusters Score -599735.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -599827.687500 Penalty: 4446.044922
	Iteration 14Q: 3 clusters Score -599827.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -599914.750000 Penalty: 4446.044922
	Iteration 15Q: 3 clusters Score -599914.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -600021.437500 Penalty: 4446.044922
	Iteration 16Q: 3 clusters Score -600021.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -600131.125000 Penalty: 4446.044922
	Iteration 17Q: 3 clusters Score -600131.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -600239.625000 Penalty: 4446.044922
	Iteration 18Q: 3 clusters Score -600239.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -600315.625000 Penalty: 4446.044922
	Iteration 19Q: 3 clusters Score -600315.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -600385.812500 Penalty: 4446.044922
	Iteration 20F: 3 clusters Score -600385.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -600455.812500 Penalty: 4446.044922
	Iteration 21Q: 3 clusters Score -600455.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -600516.750000 Penalty: 4446.044922
	Iteration 22Q: 3 clusters Score -600516.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -600566.437500 Penalty: 4446.044922
	Iteration 23Q: 3 clusters Score -600566.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -600621.062500 Penalty: 4446.044922
	Iteration 24Q: 3 clusters Score -600621.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -600663.687500 Penalty: 4446.044922
	Iteration 25Q: 3 clusters Score -600663.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -600701.687500 Penalty: 4446.044922
	Iteration 26Q: 3 clusters Score -600701.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -600739.812500 Penalty: 4446.044922
	Iteration 27Q: 3 clusters Score -600739.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -600771.375000 Penalty: 4446.044922
	Iteration 28Q: 3 clusters Score -600771.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -600797.437500 Penalty: 4446.044922
	Iteration 29Q: 3 clusters Score -600797.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -600823.375000 Penalty: 4446.044922
	Iteration 30Q: 3 clusters Score -600823.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -600855.500000 Penalty: 4446.044922
	Iteration 31Q: 3 clusters Score -600855.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -600882.312500 Penalty: 4446.044922
	Iteration 32Q: 3 clusters Score -600882.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -600906.625000 Penalty: 4446.044922
	Iteration 33Q: 3 clusters Score -600906.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -600926.062500 Penalty: 4446.044922
	Iteration 34Q: 3 clusters Score -600926.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -600948.500000 Penalty: 4446.044922
	Iteration 35Q: 3 clusters Score -600948.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -600966.437500 Penalty: 4446.044922
	Iteration 36Q: 3 clusters Score -600966.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -600988.000000 Penalty: 4446.044922
	Iteration 37Q: 3 clusters Score -600988 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -601009.687500 Penalty: 4446.044922
	Iteration 38Q: 3 clusters Score -601009.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -601023.062500 Penalty: 4446.044922
	Iteration 39Q: 3 clusters Score -601023.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -601027.437500 Penalty: 4446.044922
	Iteration 40F: 3 clusters Score -601027.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -601034.750000 Penalty: 4446.044922
	Iteration 41Q: 3 clusters Score -601034.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -601040.562500 Penalty: 4446.044922
	Iteration 42Q: 3 clusters Score -601040.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -601044.562500 Penalty: 4446.044922
	Iteration 43Q: 3 clusters Score -601044.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -601048.250000 Penalty: 4446.044922
	Iteration 44Q: 3 clusters Score -601048.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -601051.250000 Penalty: 4446.044922
	Iteration 45Q: 3 clusters Score -601051.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -601051.625000 Penalty: 4446.044922
	Iteration 46Q: 3 clusters Score -601051.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -601054.562500 Penalty: 4446.044922
	Iteration 47Q: 3 clusters Score -601054.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -601058.937500 Penalty: 4446.044922
	Iteration 48Q: 3 clusters Score -601058.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -601061.500000 Penalty: 4446.044922
	Iteration 49Q: 3 clusters Score -601061.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -601063.125000 Penalty: 4446.044922
	Iteration 50Q: 3 clusters Score -601063.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -601065.750000 Penalty: 4446.044922
	Iteration 51Q: 3 clusters Score -601065.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -601068.062500 Penalty: 4446.044922
	Iteration 52Q: 3 clusters Score -601068.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -601071.375000 Penalty: 4446.044922
	Iteration 53Q: 3 clusters Score -601071.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -601075.375000 Penalty: 4446.044922
	Iteration 54Q: 3 clusters Score -601075.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -601075.375000 Penalty: 4446.044922
	Iteration 55Q: 3 clusters Score -601075.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -601076.312500 Penalty: 4446.044922
	Iteration 56Q: 3 clusters Score -601076.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -601076.687500 Penalty: 4446.044922
	Iteration 57Q: 3 clusters Score -601076.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -601077.750000 Penalty: 4446.044922
	Iteration 58Q: 3 clusters Score -601077.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -601081.812500 Penalty: 4446.044922
	Iteration 59Q: 3 clusters Score -601081.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -601086.062500 Penalty: 4446.044922
	Iteration 60F: 3 clusters Score -601086.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -601088.312500 Penalty: 4446.044922
	Iteration 61Q: 3 clusters Score -601088.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -601089.750000 Penalty: 4446.044922
	Iteration 62Q: 3 clusters Score -601089.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -601089.750000 Penalty: 4446.044922
	Iteration 63F: 3 clusters Score -601089.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Entering Unmasked Estep 
Score: -287509.656250 Penalty: 2034.011719
	Iteration 0F: 2 clusters Score -287509.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -283806.625000 Penalty: 4068.023438
	Iteration 0F: 3 clusters Score -283806.6 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -284603.125000 Penalty: 4068.023438
	Iteration 1F: 3 clusters Score -284603.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -284762.187500 Penalty: 4068.023438
	Iteration 2F: 3 clusters Score -284762.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -284838.187500 Penalty: 4068.023438
	Iteration 3Q: 3 clusters Score -284838.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -284887.093750 Penalty: 4068.023438
	Iteration 4Q: 3 clusters Score -284887.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -284930.437500 Penalty: 4068.023438
	Iteration 5Q: 3 clusters Score -284930.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -284969.281250 Penalty: 4068.023438
	Iteration 6Q: 3 clusters Score -284969.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -284994.406250 Penalty: 4068.023438
	Iteration 7Q: 3 clusters Score -284994.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -285010.281250 Penalty: 4068.023438
	Iteration 8Q: 3 clusters Score -285010.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -285021.750000 Penalty: 4068.023438
	Iteration 9Q: 3 clusters Score -285021.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -285029.218750 Penalty: 4068.023438
	Iteration 10Q: 3 clusters Score -285029.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -285041.593750 Penalty: 4068.023438
	Iteration 11Q: 3 clusters Score -285041.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -285050.562500 Penalty: 4068.023438
	Iteration 12Q: 3 clusters Score -285050.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -285059.468750 Penalty: 4068.023438
	Iteration 13Q: 3 clusters Score -285059.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -285065.750000 Penalty: 4068.023438
	Iteration 14Q: 3 clusters Score -285065.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -285071.531250 Penalty: 4068.023438
	Iteration 15Q: 3 clusters Score -285071.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -285076.156250 Penalty: 4068.023438
	Iteration 16Q: 3 clusters Score -285076.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -285083.062500 Penalty: 4068.023438
	Iteration 17Q: 3 clusters Score -285083.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -285087.937500 Penalty: 4068.023438
	Iteration 18Q: 3 clusters Score -285087.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -285092.281250 Penalty: 4068.023438
	Iteration 19Q: 3 clusters Score -285092.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -285096.968750 Penalty: 4068.023438
	Iteration 20F: 3 clusters Score -285097 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -285102.375000 Penalty: 4068.023438
	Iteration 21Q: 3 clusters Score -285102.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -285106.031250 Penalty: 4068.023438
	Iteration 22Q: 3 clusters Score -285106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -285108.000000 Penalty: 4068.023438
	Iteration 23Q: 3 clusters Score -285108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -285109.375000 Penalty: 4068.023438
	Iteration 24Q: 3 clusters Score -285109.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -285110.625000 Penalty: 4068.023438
	Iteration 25Q: 3 clusters Score -285110.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -285111.031250 Penalty: 4068.023438
	Iteration 26Q: 3 clusters Score -285111 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -285111.312500 Penalty: 4068.023438
	Iteration 27Q: 3 clusters Score -285111.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -285111.156250 Penalty: 4068.023438
	Iteration 28Q: 3 clusters Score -285111.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -285111.156250 Penalty: 4068.023438
	Iteration 29F: 3 clusters Score -285111.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (10036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Entering Unmasked Estep 
Score: -790720.562500 Penalty: 2285.055664
	Iteration 0F: 2 clusters Score -790720.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -783042.312500 Penalty: 4570.111328
	Iteration 0F: 3 clusters Score -783042.3 nChanged 4181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -785314.375000 Penalty: 4570.111328
	Iteration 1F: 3 clusters Score -785314.4 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -785623.750000 Penalty: 4570.111328
	Iteration 2F: 3 clusters Score -785623.8 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -785817.250000 Penalty: 4570.111328
	Iteration 3Q: 3 clusters Score -785817.2 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -785956.812500 Penalty: 4570.111328
	Iteration 4Q: 3 clusters Score -785956.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -786049.875000 Penalty: 4570.111328
	Iteration 5Q: 3 clusters Score -786049.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -786123.125000 Penalty: 4570.111328
	Iteration 6Q: 3 clusters Score -786123.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -786192.125000 Penalty: 4570.111328
	Iteration 7Q: 3 clusters Score -786192.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -786261.125000 Penalty: 4570.111328
	Iteration 8Q: 3 clusters Score -786261.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -786317.562500 Penalty: 4570.111328
	Iteration 9Q: 3 clusters Score -786317.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -786364.312500 Penalty: 4570.111328
	Iteration 10Q: 3 clusters Score -786364.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -786411.875000 Penalty: 4570.111328
	Iteration 11Q: 3 clusters Score -786411.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -786469.250000 Penalty: 4570.111328
	Iteration 12Q: 3 clusters Score -786469.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -786523.437500 Penalty: 4570.111328
	Iteration 13Q: 3 clusters Score -786523.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -786587.937500 Penalty: 4570.111328
	Iteration 14Q: 3 clusters Score -786587.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -786673.000000 Penalty: 4570.111328
	Iteration 15Q: 3 clusters Score -786673 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -786756.687500 Penalty: 4570.111328
	Iteration 16Q: 3 clusters Score -786756.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -786850.062500 Penalty: 4570.111328
	Iteration 17Q: 3 clusters Score -786850.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -786967.437500 Penalty: 4570.111328
	Iteration 18Q: 3 clusters Score -786967.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -787137.750000 Penalty: 4570.111328
	Iteration 19Q: 3 clusters Score -787137.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -787307.062500 Penalty: 4570.111328
	Iteration 20F: 3 clusters Score -787307.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -787494.937500 Penalty: 4570.111328
	Iteration 21Q: 3 clusters Score -787494.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -787677.312500 Penalty: 4570.111328
	Iteration 22Q: 3 clusters Score -787677.3 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -787868.375000 Penalty: 4570.111328
	Iteration 23Q: 3 clusters Score -787868.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -788037.062500 Penalty: 4570.111328
	Iteration 24Q: 3 clusters Score -788037.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -788179.750000 Penalty: 4570.111328
	Iteration 25Q: 3 clusters Score -788179.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -788285.500000 Penalty: 4570.111328
	Iteration 26Q: 3 clusters Score -788285.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -788370.875000 Penalty: 4570.111328
	Iteration 27Q: 3 clusters Score -788370.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -788429.687500 Penalty: 4570.111328
	Iteration 28Q: 3 clusters Score -788429.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -788474.687500 Penalty: 4570.111328
	Iteration 29Q: 3 clusters Score -788474.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -788513.437500 Penalty: 4570.111328
	Iteration 30Q: 3 clusters Score -788513.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -788554.250000 Penalty: 4570.111328
	Iteration 31Q: 3 clusters Score -788554.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -788583.312500 Penalty: 4570.111328
	Iteration 32Q: 3 clusters Score -788583.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -788608.375000 Penalty: 4570.111328
	Iteration 33Q: 3 clusters Score -788608.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -788632.500000 Penalty: 4570.111328
	Iteration 34Q: 3 clusters Score -788632.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -788659.687500 Penalty: 4570.111328
	Iteration 35Q: 3 clusters Score -788659.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -788687.687500 Penalty: 4570.111328
	Iteration 36Q: 3 clusters Score -788687.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -788707.125000 Penalty: 4570.111328
	Iteration 37Q: 3 clusters Score -788707.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -788716.812500 Penalty: 4570.111328
	Iteration 38Q: 3 clusters Score -788716.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -788726.375000 Penalty: 4570.111328
	Iteration 39Q: 3 clusters Score -788726.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -788735.000000 Penalty: 4570.111328
	Iteration 40F: 3 clusters Score -788735 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -788739.125000 Penalty: 4570.111328
	Iteration 41Q: 3 clusters Score -788739.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -788744.500000 Penalty: 4570.111328
	Iteration 42Q: 3 clusters Score -788744.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -788749.812500 Penalty: 4570.111328
	Iteration 43Q: 3 clusters Score -788749.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -788750.250000 Penalty: 4570.111328
	Iteration 44Q: 3 clusters Score -788750.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -788752.000000 Penalty: 4570.111328
	Iteration 45Q: 3 clusters Score -788752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -788756.937500 Penalty: 4570.111328
	Iteration 46Q: 3 clusters Score -788756.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -788761.750000 Penalty: 4570.111328
	Iteration 47Q: 3 clusters Score -788761.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -788768.187500 Penalty: 4570.111328
	Iteration 48Q: 3 clusters Score -788768.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -788769.875000 Penalty: 4570.111328
	Iteration 49Q: 3 clusters Score -788769.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -788770.000000 Penalty: 4570.111328
	Iteration 50Q: 3 clusters Score -788770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -788770.000000 Penalty: 4570.111328
	Iteration 51F: 3 clusters Score -788770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (25367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25367 members 
Entering Unmasked Estep 
Score: -1994793.500000 Penalty: 2515.018799
	Iteration 0F: 2 clusters Score -1994794 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -1977226.000000 Penalty: 5030.037598
	Iteration 0F: 3 clusters Score -1977226 nChanged 11367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -1983248.125000 Penalty: 5030.037598
	Iteration 1F: 3 clusters Score -1983248 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -1983751.000000 Penalty: 5030.037598
	Iteration 2F: 3 clusters Score -1983751 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -1984285.000000 Penalty: 5030.037598
	Iteration 3Q: 3 clusters Score -1984285 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -1984842.000000 Penalty: 5030.037598
	Iteration 4F: 3 clusters Score -1984842 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -1985496.125000 Penalty: 5030.037598
	Iteration 5F: 3 clusters Score -1985496 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15772 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -1986361.750000 Penalty: 5030.037598
	Iteration 6F: 3 clusters Score -1986362 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16843 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -1987401.375000 Penalty: 5030.037598
	Iteration 7F: 3 clusters Score -1987401 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17988 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1988518.125000 Penalty: 5030.037598
	Iteration 8F: 3 clusters Score -1988518 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19098 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1989579.125000 Penalty: 5030.037598
	Iteration 9F: 3 clusters Score -1989579 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20030 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1990368.500000 Penalty: 5030.037598
	Iteration 10Q: 3 clusters Score -1990368 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20738 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1990908.250000 Penalty: 5030.037598
	Iteration 11Q: 3 clusters Score -1990908 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21304 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1991281.750000 Penalty: 5030.037598
	Iteration 12Q: 3 clusters Score -1991282 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21740 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1991550.875000 Penalty: 5030.037598
	Iteration 13Q: 3 clusters Score -1991551 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22089 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1991732.875000 Penalty: 5030.037598
	Iteration 14Q: 3 clusters Score -1991733 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22354 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1991862.500000 Penalty: 5030.037598
	Iteration 15Q: 3 clusters Score -1991862 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22589 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1991979.375000 Penalty: 5030.037598
	Iteration 16Q: 3 clusters Score -1991979 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22798 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1992074.750000 Penalty: 5030.037598
	Iteration 17Q: 3 clusters Score -1992075 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22973 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1992155.625000 Penalty: 5030.037598
	Iteration 18Q: 3 clusters Score -1992156 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23125 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1992222.250000 Penalty: 5030.037598
	Iteration 19Q: 3 clusters Score -1992222 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23257 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1992277.000000 Penalty: 5030.037598
	Iteration 20F: 3 clusters Score -1992277 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23368 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1992325.250000 Penalty: 5030.037598
	Iteration 21Q: 3 clusters Score -1992325 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23449 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1992362.875000 Penalty: 5030.037598
	Iteration 22Q: 3 clusters Score -1992363 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23519 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1992386.250000 Penalty: 5030.037598
	Iteration 23Q: 3 clusters Score -1992386 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23570 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1992409.625000 Penalty: 5030.037598
	Iteration 24Q: 3 clusters Score -1992410 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23618 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1992425.750000 Penalty: 5030.037598
	Iteration 25Q: 3 clusters Score -1992426 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23668 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1992448.500000 Penalty: 5030.037598
	Iteration 26Q: 3 clusters Score -1992448 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23721 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1992469.750000 Penalty: 5030.037598
	Iteration 27Q: 3 clusters Score -1992470 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23761 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1992483.875000 Penalty: 5030.037598
	Iteration 28Q: 3 clusters Score -1992484 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1992498.125000 Penalty: 5030.037598
	Iteration 29Q: 3 clusters Score -1992498 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23841 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1992516.375000 Penalty: 5030.037598
	Iteration 30Q: 3 clusters Score -1992516 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23882 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1992531.250000 Penalty: 5030.037598
	Iteration 31Q: 3 clusters Score -1992531 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23916 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1992546.625000 Penalty: 5030.037598
	Iteration 32Q: 3 clusters Score -1992547 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23954 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1992563.625000 Penalty: 5030.037598
	Iteration 33Q: 3 clusters Score -1992564 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23990 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1992575.375000 Penalty: 5030.037598
	Iteration 34Q: 3 clusters Score -1992575 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24016 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1992584.125000 Penalty: 5030.037598
	Iteration 35Q: 3 clusters Score -1992584 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24045 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1992594.000000 Penalty: 5030.037598
	Iteration 36Q: 3 clusters Score -1992594 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24071 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1992599.750000 Penalty: 5030.037598
	Iteration 37Q: 3 clusters Score -1992600 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24099 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1992608.500000 Penalty: 5030.037598
	Iteration 38Q: 3 clusters Score -1992608 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24126 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1992621.125000 Penalty: 5030.037598
	Iteration 39Q: 3 clusters Score -1992621 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24143 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1992627.000000 Penalty: 5030.037598
	Iteration 40F: 3 clusters Score -1992627 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24156 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1992625.750000 Penalty: 5030.037598
	Iteration 41Q: 3 clusters Score -1992626 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24168 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1992631.250000 Penalty: 5030.037598
	Iteration 42Q: 3 clusters Score -1992631 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24180 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1992635.250000 Penalty: 5030.037598
	Iteration 43Q: 3 clusters Score -1992635 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24186 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1992638.375000 Penalty: 5030.037598
	Iteration 44Q: 3 clusters Score -1992638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24191 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1992638.750000 Penalty: 5030.037598
	Iteration 45Q: 3 clusters Score -1992639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24195 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1992640.750000 Penalty: 5030.037598
	Iteration 46Q: 3 clusters Score -1992641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24199 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1992641.500000 Penalty: 5030.037598
	Iteration 47Q: 3 clusters Score -1992642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24202 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1992640.500000 Penalty: 5030.037598
	Iteration 48Q: 3 clusters Score -1992640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24202 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1992640.500000 Penalty: 5030.037598
	Iteration 49F: 3 clusters Score -1992640 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Entering Unmasked Estep 
Score: -260598.250000 Penalty: 2012.945435
	Iteration 0F: 2 clusters Score -260598.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -257106.421875 Penalty: 4025.890869
	Iteration 0F: 3 clusters Score -257106.4 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -257837.687500 Penalty: 4025.890869
	Iteration 1F: 3 clusters Score -257837.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -258002.171875 Penalty: 4025.890869
	Iteration 2F: 3 clusters Score -258002.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -258111.140625 Penalty: 4025.890869
	Iteration 3Q: 3 clusters Score -258111.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -258174.234375 Penalty: 4025.890869
	Iteration 4Q: 3 clusters Score -258174.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -258219.859375 Penalty: 4025.890869
	Iteration 5Q: 3 clusters Score -258219.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -258257.859375 Penalty: 4025.890869
	Iteration 6Q: 3 clusters Score -258257.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -258287.015625 Penalty: 4025.890869
	Iteration 7Q: 3 clusters Score -258287 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -258304.765625 Penalty: 4025.890869
	Iteration 8Q: 3 clusters Score -258304.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -258319.515625 Penalty: 4025.890869
	Iteration 9Q: 3 clusters Score -258319.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -258330.328125 Penalty: 4025.890869
	Iteration 10Q: 3 clusters Score -258330.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -258338.921875 Penalty: 4025.890869
	Iteration 11Q: 3 clusters Score -258338.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -258348.546875 Penalty: 4025.890869
	Iteration 12Q: 3 clusters Score -258348.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -258356.140625 Penalty: 4025.890869
	Iteration 13Q: 3 clusters Score -258356.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -258367.750000 Penalty: 4025.890869
	Iteration 14Q: 3 clusters Score -258367.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -258375.250000 Penalty: 4025.890869
	Iteration 15Q: 3 clusters Score -258375.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -258381.953125 Penalty: 4025.890869
	Iteration 16Q: 3 clusters Score -258382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -258384.453125 Penalty: 4025.890869
	Iteration 17Q: 3 clusters Score -258384.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -258388.640625 Penalty: 4025.890869
	Iteration 18Q: 3 clusters Score -258388.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -258394.421875 Penalty: 4025.890869
	Iteration 19Q: 3 clusters Score -258394.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -258399.281250 Penalty: 4025.890869
	Iteration 20F: 3 clusters Score -258399.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -258401.296875 Penalty: 4025.890869
	Iteration 21Q: 3 clusters Score -258401.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -258403.734375 Penalty: 4025.890869
	Iteration 22Q: 3 clusters Score -258403.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -258408.015625 Penalty: 4025.890869
	Iteration 23Q: 3 clusters Score -258408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -258411.375000 Penalty: 4025.890869
	Iteration 24Q: 3 clusters Score -258411.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -258414.937500 Penalty: 4025.890869
	Iteration 25Q: 3 clusters Score -258414.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -258418.343750 Penalty: 4025.890869
	Iteration 26Q: 3 clusters Score -258418.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -258424.109375 Penalty: 4025.890869
	Iteration 27Q: 3 clusters Score -258424.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -258427.625000 Penalty: 4025.890869
	Iteration 28Q: 3 clusters Score -258427.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -258431.531250 Penalty: 4025.890869
	Iteration 29Q: 3 clusters Score -258431.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -258436.281250 Penalty: 4025.890869
	Iteration 30Q: 3 clusters Score -258436.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -258439.750000 Penalty: 4025.890869
	Iteration 31Q: 3 clusters Score -258439.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -258442.281250 Penalty: 4025.890869
	Iteration 32Q: 3 clusters Score -258442.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -258445.000000 Penalty: 4025.890869
	Iteration 33Q: 3 clusters Score -258445 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -258446.750000 Penalty: 4025.890869
	Iteration 34Q: 3 clusters Score -258446.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -258447.828125 Penalty: 4025.890869
	Iteration 35Q: 3 clusters Score -258447.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -258448.765625 Penalty: 4025.890869
	Iteration 36Q: 3 clusters Score -258448.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -258448.968750 Penalty: 4025.890869
	Iteration 37Q: 3 clusters Score -258449 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -258448.968750 Penalty: 4025.890869
	Iteration 38F: 3 clusters Score -258449 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (9703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Entering Unmasked Estep 
Score: -787017.812500 Penalty: 2276.687256
	Iteration 0F: 2 clusters Score -787017.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -779603.562500 Penalty: 4553.374512
	Iteration 0F: 3 clusters Score -779603.6 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -781700.375000 Penalty: 4553.374512
	Iteration 1F: 3 clusters Score -781700.4 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -782108.562500 Penalty: 4553.374512
	Iteration 2F: 3 clusters Score -782108.6 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -782479.312500 Penalty: 4553.374512
	Iteration 3F: 3 clusters Score -782479.3 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -782861.562500 Penalty: 4553.374512
	Iteration 4F: 3 clusters Score -782861.6 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -783236.750000 Penalty: 4553.374512
	Iteration 5F: 3 clusters Score -783236.8 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -783612.187500 Penalty: 4553.374512
	Iteration 6F: 3 clusters Score -783612.2 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -783921.750000 Penalty: 4553.374512
	Iteration 7Q: 3 clusters Score -783921.8 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -784155.000000 Penalty: 4553.374512
	Iteration 8Q: 3 clusters Score -784155 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -784327.187500 Penalty: 4553.374512
	Iteration 9Q: 3 clusters Score -784327.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -784460.625000 Penalty: 4553.374512
	Iteration 10Q: 3 clusters Score -784460.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -784563.500000 Penalty: 4553.374512
	Iteration 11Q: 3 clusters Score -784563.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -784649.062500 Penalty: 4553.374512
	Iteration 12Q: 3 clusters Score -784649.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -784723.625000 Penalty: 4553.374512
	Iteration 13Q: 3 clusters Score -784723.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -784787.562500 Penalty: 4553.374512
	Iteration 14Q: 3 clusters Score -784787.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -784835.000000 Penalty: 4553.374512
	Iteration 15Q: 3 clusters Score -784835 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -784878.937500 Penalty: 4553.374512
	Iteration 16Q: 3 clusters Score -784878.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -784916.062500 Penalty: 4553.374512
	Iteration 17Q: 3 clusters Score -784916.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -784943.875000 Penalty: 4553.374512
	Iteration 18Q: 3 clusters Score -784943.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -784970.562500 Penalty: 4553.374512
	Iteration 19Q: 3 clusters Score -784970.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -784994.562500 Penalty: 4553.374512
	Iteration 20F: 3 clusters Score -784994.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -785021.000000 Penalty: 4553.374512
	Iteration 21Q: 3 clusters Score -785021 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -785039.250000 Penalty: 4553.374512
	Iteration 22Q: 3 clusters Score -785039.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -785055.750000 Penalty: 4553.374512
	Iteration 23Q: 3 clusters Score -785055.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -785066.812500 Penalty: 4553.374512
	Iteration 24Q: 3 clusters Score -785066.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -785073.000000 Penalty: 4553.374512
	Iteration 25Q: 3 clusters Score -785073 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -785080.500000 Penalty: 4553.374512
	Iteration 26Q: 3 clusters Score -785080.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -785087.875000 Penalty: 4553.374512
	Iteration 27Q: 3 clusters Score -785087.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -785096.625000 Penalty: 4553.374512
	Iteration 28Q: 3 clusters Score -785096.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -785100.437500 Penalty: 4553.374512
	Iteration 29Q: 3 clusters Score -785100.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -785107.250000 Penalty: 4553.374512
	Iteration 30Q: 3 clusters Score -785107.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -785109.750000 Penalty: 4553.374512
	Iteration 31Q: 3 clusters Score -785109.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -785112.687500 Penalty: 4553.374512
	Iteration 32Q: 3 clusters Score -785112.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -785114.812500 Penalty: 4553.374512
	Iteration 33Q: 3 clusters Score -785114.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -785116.062500 Penalty: 4553.374512
	Iteration 34Q: 3 clusters Score -785116.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -785117.437500 Penalty: 4553.374512
	Iteration 35Q: 3 clusters Score -785117.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -785117.312500 Penalty: 4553.374512
	Iteration 36Q: 3 clusters Score -785117.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -785118.375000 Penalty: 4553.374512
	Iteration 37Q: 3 clusters Score -785118.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -785120.687500 Penalty: 4553.374512
	Iteration 38Q: 3 clusters Score -785120.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -785121.312500 Penalty: 4553.374512
	Iteration 39Q: 3 clusters Score -785121.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -785121.312500 Penalty: 4553.374512
	Iteration 40F: 3 clusters Score -785121.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 3091 members 
Mstep: Class 3 contains 86465 members 
Mstep: Class 4 contains 3546 members 
Mstep: Class 5 contains 376658 members 
Mstep: Class 6 contains 4468 members 
Mstep: Class 7 contains 6235 members 
Mstep: Class 8 contains 6831 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28330 members 
Mstep: Class 11 contains 219167 members 
Mstep: Class 12 contains 49237 members 
Mstep: Class 13 contains 154269 members 
Mstep: Class 14 contains 108654 members 
Mstep: Class 15 contains 73241 members 
Mstep: Class 16 contains 89026 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 27480 members 
Mstep: Class 19 contains 4563 members 
Mstep: Class 20 contains 8472 members 
Mstep: Class 21 contains 45383 members 
Mstep: Class 22 contains 28139 members 
Mstep: Class 23 contains 9053 members 
Mstep: Class 24 contains 7636 members 
Mstep: Class 25 contains 24440 members 
Mstep: Class 26 contains 15613 members 
Mstep: Class 27 contains 6078 members 
Mstep: Class 28 contains 7815 members 
Mstep: Class 29 contains 3647 members 
Mstep: Class 30 contains 10036 members 
Mstep: Class 31 contains 25367 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977000.000000 Penalty: 116180.585938
Iteration 239Q: 34 clusters Score -1.11977e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 3090 members 
Mstep: Class 3 contains 86484 members 
Mstep: Class 4 contains 3546 members 
Mstep: Class 5 contains 376682 members 
Mstep: Class 6 contains 4469 members 
Mstep: Class 7 contains 6235 members 
Mstep: Class 8 contains 6831 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28330 members 
Mstep: Class 11 contains 219168 members 
Mstep: Class 12 contains 49239 members 
Mstep: Class 13 contains 154269 members 
Mstep: Class 14 contains 108613 members 
Mstep: Class 15 contains 73241 members 
Mstep: Class 16 contains 89022 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 27482 members 
Mstep: Class 19 contains 4563 members 
Mstep: Class 20 contains 8472 members 
Mstep: Class 21 contains 45383 members 
Mstep: Class 22 contains 28137 members 
Mstep: Class 23 contains 9053 members 
Mstep: Class 24 contains 7636 members 
Mstep: Class 25 contains 24441 members 
Mstep: Class 26 contains 15613 members 
Mstep: Class 27 contains 6079 members 
Mstep: Class 28 contains 7815 members 
Mstep: Class 29 contains 3647 members 
Mstep: Class 30 contains 10036 members 
Mstep: Class 31 contains 25364 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977008.000000 Penalty: 116180.585938
Iteration 240F: 34 clusters Score -1.11977e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 3088 members 
Mstep: Class 3 contains 86502 members 
Mstep: Class 4 contains 3546 members 
Mstep: Class 5 contains 376698 members 
Mstep: Class 6 contains 4471 members 
Mstep: Class 7 contains 6236 members 
Mstep: Class 8 contains 6831 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28331 members 
Mstep: Class 11 contains 219173 members 
Mstep: Class 12 contains 49240 members 
Mstep: Class 13 contains 154269 members 
Mstep: Class 14 contains 108570 members 
Mstep: Class 15 contains 73242 members 
Mstep: Class 16 contains 89021 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 27484 members 
Mstep: Class 19 contains 4563 members 
Mstep: Class 20 contains 8472 members 
Mstep: Class 21 contains 45383 members 
Mstep: Class 22 contains 28140 members 
Mstep: Class 23 contains 9053 members 
Mstep: Class 24 contains 7634 members 
Mstep: Class 25 contains 24442 members 
Mstep: Class 26 contains 15613 members 
Mstep: Class 27 contains 6081 members 
Mstep: Class 28 contains 7815 members 
Mstep: Class 29 contains 3646 members 
Mstep: Class 30 contains 10036 members 
Mstep: Class 31 contains 25359 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977032.000000 Penalty: 116180.585938
Iteration 241Q: 34 clusters Score -1.11977e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 3088 members 
Mstep: Class 3 contains 86526 members 
Mstep: Class 4 contains 3546 members 
Mstep: Class 5 contains 376716 members 
Mstep: Class 6 contains 4473 members 
Mstep: Class 7 contains 6236 members 
Mstep: Class 8 contains 6831 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28333 members 
Mstep: Class 11 contains 219175 members 
Mstep: Class 12 contains 49240 members 
Mstep: Class 13 contains 154269 members 
Mstep: Class 14 contains 108523 members 
Mstep: Class 15 contains 73243 members 
Mstep: Class 16 contains 89018 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 27485 members 
Mstep: Class 19 contains 4563 members 
Mstep: Class 20 contains 8472 members 
Mstep: Class 21 contains 45383 members 
Mstep: Class 22 contains 28141 members 
Mstep: Class 23 contains 9053 members 
Mstep: Class 24 contains 7632 members 
Mstep: Class 25 contains 24443 members 
Mstep: Class 26 contains 15614 members 
Mstep: Class 27 contains 6081 members 
Mstep: Class 28 contains 7815 members 
Mstep: Class 29 contains 3646 members 
Mstep: Class 30 contains 10036 members 
Mstep: Class 31 contains 25358 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977056.000000 Penalty: 116180.585938
Iteration 242Q: 34 clusters Score -1.119771e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 3088 members 
Mstep: Class 3 contains 86544 members 
Mstep: Class 4 contains 3546 members 
Mstep: Class 5 contains 376740 members 
Mstep: Class 6 contains 4473 members 
Mstep: Class 7 contains 6236 members 
Mstep: Class 8 contains 6831 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28333 members 
Mstep: Class 11 contains 219176 members 
Mstep: Class 12 contains 49240 members 
Mstep: Class 13 contains 154268 members 
Mstep: Class 14 contains 108478 members 
Mstep: Class 15 contains 73243 members 
Mstep: Class 16 contains 89017 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 27486 members 
Mstep: Class 19 contains 4563 members 
Mstep: Class 20 contains 8472 members 
Mstep: Class 21 contains 45383 members 
Mstep: Class 22 contains 28142 members 
Mstep: Class 23 contains 9053 members 
Mstep: Class 24 contains 7633 members 
Mstep: Class 25 contains 24444 members 
Mstep: Class 26 contains 15614 members 
Mstep: Class 27 contains 6081 members 
Mstep: Class 28 contains 7815 members 
Mstep: Class 29 contains 3646 members 
Mstep: Class 30 contains 10036 members 
Mstep: Class 31 contains 25358 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977088.000000 Penalty: 116180.585938
Iteration 243Q: 34 clusters Score -1.119771e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 3088 members 
Mstep: Class 3 contains 86564 members 
Mstep: Class 4 contains 3546 members 
Mstep: Class 5 contains 376766 members 
Mstep: Class 6 contains 4473 members 
Mstep: Class 7 contains 6237 members 
Mstep: Class 8 contains 6832 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28335 members 
Mstep: Class 11 contains 219178 members 
Mstep: Class 12 contains 49241 members 
Mstep: Class 13 contains 154267 members 
Mstep: Class 14 contains 108428 members 
Mstep: Class 15 contains 73243 members 
Mstep: Class 16 contains 89013 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 27487 members 
Mstep: Class 19 contains 4563 members 
Mstep: Class 20 contains 8472 members 
Mstep: Class 21 contains 45383 members 
Mstep: Class 22 contains 28140 members 
Mstep: Class 23 contains 9053 members 
Mstep: Class 24 contains 7633 members 
Mstep: Class 25 contains 24447 members 
Mstep: Class 26 contains 15614 members 
Mstep: Class 27 contains 6081 members 
Mstep: Class 28 contains 7815 members 
Mstep: Class 29 contains 3646 members 
Mstep: Class 30 contains 10036 members 
Mstep: Class 31 contains 25358 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977024.000000 Penalty: 116180.585938
Iteration 244Q: 34 clusters Score -1.11977e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 3088 members 
Mstep: Class 3 contains 86584 members 
Mstep: Class 4 contains 3546 members 
Mstep: Class 5 contains 376800 members 
Mstep: Class 6 contains 4473 members 
Mstep: Class 7 contains 6238 members 
Mstep: Class 8 contains 6832 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28337 members 
Mstep: Class 11 contains 219174 members 
Mstep: Class 12 contains 49241 members 
Mstep: Class 13 contains 154267 members 
Mstep: Class 14 contains 108376 members 
Mstep: Class 15 contains 73243 members 
Mstep: Class 16 contains 89011 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 27487 members 
Mstep: Class 19 contains 4563 members 
Mstep: Class 20 contains 8472 members 
Mstep: Class 21 contains 45384 members 
Mstep: Class 22 contains 28143 members 
Mstep: Class 23 contains 9053 members 
Mstep: Class 24 contains 7633 members 
Mstep: Class 25 contains 24447 members 
Mstep: Class 26 contains 15614 members 
Mstep: Class 27 contains 6081 members 
Mstep: Class 28 contains 7815 members 
Mstep: Class 29 contains 3646 members 
Mstep: Class 30 contains 10036 members 
Mstep: Class 31 contains 25355 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977032.000000 Penalty: 116180.585938
Iteration 245Q: 34 clusters Score -1.11977e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 3088 members 
Mstep: Class 3 contains 86599 members 
Mstep: Class 4 contains 3546 members 
Mstep: Class 5 contains 376845 members 
Mstep: Class 6 contains 4473 members 
Mstep: Class 7 contains 6237 members 
Mstep: Class 8 contains 6834 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28339 members 
Mstep: Class 11 contains 219175 members 
Mstep: Class 12 contains 49241 members 
Mstep: Class 13 contains 154267 members 
Mstep: Class 14 contains 108318 members 
Mstep: Class 15 contains 73242 members 
Mstep: Class 16 contains 89008 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 27487 members 
Mstep: Class 19 contains 4563 members 
Mstep: Class 20 contains 8472 members 
Mstep: Class 21 contains 45384 members 
Mstep: Class 22 contains 28143 members 
Mstep: Class 23 contains 9053 members 
Mstep: Class 24 contains 7633 members 
Mstep: Class 25 contains 24448 members 
Mstep: Class 26 contains 15614 members 
Mstep: Class 27 contains 6081 members 
Mstep: Class 28 contains 7815 members 
Mstep: Class 29 contains 3647 members 
Mstep: Class 30 contains 10036 members 
Mstep: Class 31 contains 25351 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977120.000000 Penalty: 116180.585938
Iteration 246Q: 34 clusters Score -1.119771e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 3088 members 
Mstep: Class 3 contains 86607 members 
Mstep: Class 4 contains 3546 members 
Mstep: Class 5 contains 376890 members 
Mstep: Class 6 contains 4473 members 
Mstep: Class 7 contains 6236 members 
Mstep: Class 8 contains 6836 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28344 members 
Mstep: Class 11 contains 219176 members 
Mstep: Class 12 contains 49241 members 
Mstep: Class 13 contains 154267 members 
Mstep: Class 14 contains 108264 members 
Mstep: Class 15 contains 73239 members 
Mstep: Class 16 contains 89007 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 27487 members 
Mstep: Class 19 contains 4563 members 
Mstep: Class 20 contains 8472 members 
Mstep: Class 21 contains 45385 members 
Mstep: Class 22 contains 28143 members 
Mstep: Class 23 contains 9053 members 
Mstep: Class 24 contains 7633 members 
Mstep: Class 25 contains 24447 members 
Mstep: Class 26 contains 15614 members 
Mstep: Class 27 contains 6081 members 
Mstep: Class 28 contains 7815 members 
Mstep: Class 29 contains 3647 members 
Mstep: Class 30 contains 10036 members 
Mstep: Class 31 contains 25349 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977128.000000 Penalty: 116180.585938
Iteration 247Q: 34 clusters Score -1.119771e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 3088 members 
Mstep: Class 3 contains 86615 members 
Mstep: Class 4 contains 3546 members 
Mstep: Class 5 contains 376935 members 
Mstep: Class 6 contains 4473 members 
Mstep: Class 7 contains 6236 members 
Mstep: Class 8 contains 6836 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28354 members 
Mstep: Class 11 contains 219174 members 
Mstep: Class 12 contains 49240 members 
Mstep: Class 13 contains 154267 members 
Mstep: Class 14 contains 108210 members 
Mstep: Class 15 contains 73237 members 
Mstep: Class 16 contains 89007 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 27484 members 
Mstep: Class 19 contains 4563 members 
Mstep: Class 20 contains 8472 members 
Mstep: Class 21 contains 45387 members 
Mstep: Class 22 contains 28143 members 
Mstep: Class 23 contains 9053 members 
Mstep: Class 24 contains 7633 members 
Mstep: Class 25 contains 24445 members 
Mstep: Class 26 contains 15614 members 
Mstep: Class 27 contains 6081 members 
Mstep: Class 28 contains 7815 members 
Mstep: Class 29 contains 3647 members 
Mstep: Class 30 contains 10036 members 
Mstep: Class 31 contains 25348 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977176.000000 Penalty: 116180.585938
Iteration 248Q: 34 clusters Score -1.119772e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 3088 members 
Mstep: Class 3 contains 86619 members 
Mstep: Class 4 contains 3546 members 
Mstep: Class 5 contains 376963 members 
Mstep: Class 6 contains 4473 members 
Mstep: Class 7 contains 6238 members 
Mstep: Class 8 contains 6835 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28364 members 
Mstep: Class 11 contains 219170 members 
Mstep: Class 12 contains 49241 members 
Mstep: Class 13 contains 154268 members 
Mstep: Class 14 contains 108170 members 
Mstep: Class 15 contains 73242 members 
Mstep: Class 16 contains 89006 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 27484 members 
Mstep: Class 19 contains 4563 members 
Mstep: Class 20 contains 8472 members 
Mstep: Class 21 contains 45385 members 
Mstep: Class 22 contains 28144 members 
Mstep: Class 23 contains 9053 members 
Mstep: Class 24 contains 7633 members 
Mstep: Class 25 contains 24444 members 
Mstep: Class 26 contains 15614 members 
Mstep: Class 27 contains 6081 members 
Mstep: Class 28 contains 7815 members 
Mstep: Class 29 contains 3647 members 
Mstep: Class 30 contains 10036 members 
Mstep: Class 31 contains 25345 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977192.000000 Penalty: 116180.585938
Iteration 249Q: 34 clusters Score -1.119772e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 3088 members 
Mstep: Class 3 contains 86627 members 
Mstep: Class 4 contains 3546 members 
Mstep: Class 5 contains 376984 members 
Mstep: Class 6 contains 4473 members 
Mstep: Class 7 contains 6237 members 
Mstep: Class 8 contains 6834 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28362 members 
Mstep: Class 11 contains 219172 members 
Mstep: Class 12 contains 49243 members 
Mstep: Class 13 contains 154267 members 
Mstep: Class 14 contains 108134 members 
Mstep: Class 15 contains 73243 members 
Mstep: Class 16 contains 89009 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 27483 members 
Mstep: Class 19 contains 4563 members 
Mstep: Class 20 contains 8472 members 
Mstep: Class 21 contains 45385 members 
Mstep: Class 22 contains 28147 members 
Mstep: Class 23 contains 9053 members 
Mstep: Class 24 contains 7633 members 
Mstep: Class 25 contains 24446 members 
Mstep: Class 26 contains 15614 members 
Mstep: Class 27 contains 6081 members 
Mstep: Class 28 contains 7815 members 
Mstep: Class 29 contains 3647 members 
Mstep: Class 30 contains 10035 members 
Mstep: Class 31 contains 25345 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977096.000000 Penalty: 116180.585938
Iteration 250Q: 34 clusters Score -1.119771e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 3088 members 
Mstep: Class 3 contains 86635 members 
Mstep: Class 4 contains 3547 members 
Mstep: Class 5 contains 377011 members 
Mstep: Class 6 contains 4473 members 
Mstep: Class 7 contains 6237 members 
Mstep: Class 8 contains 6834 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28358 members 
Mstep: Class 11 contains 219182 members 
Mstep: Class 12 contains 49245 members 
Mstep: Class 13 contains 154267 members 
Mstep: Class 14 contains 108088 members 
Mstep: Class 15 contains 73244 members 
Mstep: Class 16 contains 89010 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 27482 members 
Mstep: Class 19 contains 4563 members 
Mstep: Class 20 contains 8472 members 
Mstep: Class 21 contains 45384 members 
Mstep: Class 22 contains 28148 members 
Mstep: Class 23 contains 9053 members 
Mstep: Class 24 contains 7634 members 
Mstep: Class 25 contains 24446 members 
Mstep: Class 26 contains 15614 members 
Mstep: Class 27 contains 6081 members 
Mstep: Class 28 contains 7815 members 
Mstep: Class 29 contains 3647 members 
Mstep: Class 30 contains 10035 members 
Mstep: Class 31 contains 25345 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977072.000000 Penalty: 116180.585938
Iteration 251Q: 34 clusters Score -1.119771e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 3088 members 
Mstep: Class 3 contains 86638 members 
Mstep: Class 4 contains 3547 members 
Mstep: Class 5 contains 377048 members 
Mstep: Class 6 contains 4473 members 
Mstep: Class 7 contains 6237 members 
Mstep: Class 8 contains 6834 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28363 members 
Mstep: Class 11 contains 219193 members 
Mstep: Class 12 contains 49246 members 
Mstep: Class 13 contains 154266 members 
Mstep: Class 14 contains 108026 members 
Mstep: Class 15 contains 73246 members 
Mstep: Class 16 contains 89012 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 27482 members 
Mstep: Class 19 contains 4563 members 
Mstep: Class 20 contains 8472 members 
Mstep: Class 21 contains 45383 members 
Mstep: Class 22 contains 28149 members 
Mstep: Class 23 contains 9053 members 
Mstep: Class 24 contains 7632 members 
Mstep: Class 25 contains 24451 members 
Mstep: Class 26 contains 15613 members 
Mstep: Class 27 contains 6081 members 
Mstep: Class 28 contains 7815 members 
Mstep: Class 29 contains 3647 members 
Mstep: Class 30 contains 10035 members 
Mstep: Class 31 contains 25345 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977112.000000 Penalty: 116180.585938
Iteration 252Q: 34 clusters Score -1.119771e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 3088 members 
Mstep: Class 3 contains 86646 members 
Mstep: Class 4 contains 3547 members 
Mstep: Class 5 contains 377080 members 
Mstep: Class 6 contains 4473 members 
Mstep: Class 7 contains 6237 members 
Mstep: Class 8 contains 6834 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28367 members 
Mstep: Class 11 contains 219196 members 
Mstep: Class 12 contains 49248 members 
Mstep: Class 13 contains 154266 members 
Mstep: Class 14 contains 107968 members 
Mstep: Class 15 contains 73250 members 
Mstep: Class 16 contains 89016 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 27484 members 
Mstep: Class 19 contains 4564 members 
Mstep: Class 20 contains 8472 members 
Mstep: Class 21 contains 45384 members 
Mstep: Class 22 contains 28150 members 
Mstep: Class 23 contains 9053 members 
Mstep: Class 24 contains 7630 members 
Mstep: Class 25 contains 24450 members 
Mstep: Class 26 contains 15612 members 
Mstep: Class 27 contains 6081 members 
Mstep: Class 28 contains 7815 members 
Mstep: Class 29 contains 3646 members 
Mstep: Class 30 contains 10035 members 
Mstep: Class 31 contains 25345 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977152.000000 Penalty: 116180.585938
Iteration 253Q: 34 clusters Score -1.119772e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 3088 members 
Mstep: Class 3 contains 86658 members 
Mstep: Class 4 contains 3547 members 
Mstep: Class 5 contains 377120 members 
Mstep: Class 6 contains 4473 members 
Mstep: Class 7 contains 6237 members 
Mstep: Class 8 contains 6834 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28377 members 
Mstep: Class 11 contains 219197 members 
Mstep: Class 12 contains 49249 members 
Mstep: Class 13 contains 154266 members 
Mstep: Class 14 contains 107899 members 
Mstep: Class 15 contains 73252 members 
Mstep: Class 16 contains 89019 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 27486 members 
Mstep: Class 19 contains 4564 members 
Mstep: Class 20 contains 8472 members 
Mstep: Class 21 contains 45384 members 
Mstep: Class 22 contains 28151 members 
Mstep: Class 23 contains 9053 members 
Mstep: Class 24 contains 7630 members 
Mstep: Class 25 contains 24449 members 
Mstep: Class 26 contains 15612 members 
Mstep: Class 27 contains 6081 members 
Mstep: Class 28 contains 7815 members 
Mstep: Class 29 contains 3645 members 
Mstep: Class 30 contains 10034 members 
Mstep: Class 31 contains 25343 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977008.000000 Penalty: 116180.585938
Iteration 254Q: 34 clusters Score -1.11977e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 3088 members 
Mstep: Class 3 contains 86671 members 
Mstep: Class 4 contains 3547 members 
Mstep: Class 5 contains 377159 members 
Mstep: Class 6 contains 4473 members 
Mstep: Class 7 contains 6236 members 
Mstep: Class 8 contains 6834 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28381 members 
Mstep: Class 11 contains 219189 members 
Mstep: Class 12 contains 49251 members 
Mstep: Class 13 contains 154265 members 
Mstep: Class 14 contains 107842 members 
Mstep: Class 15 contains 73253 members 
Mstep: Class 16 contains 89020 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 27489 members 
Mstep: Class 19 contains 4564 members 
Mstep: Class 20 contains 8472 members 
Mstep: Class 21 contains 45384 members 
Mstep: Class 22 contains 28153 members 
Mstep: Class 23 contains 9053 members 
Mstep: Class 24 contains 7630 members 
Mstep: Class 25 contains 24452 members 
Mstep: Class 26 contains 15612 members 
Mstep: Class 27 contains 6081 members 
Mstep: Class 28 contains 7815 members 
Mstep: Class 29 contains 3643 members 
Mstep: Class 30 contains 10034 members 
Mstep: Class 31 contains 25343 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977040.000000 Penalty: 116180.585938
Iteration 255Q: 34 clusters Score -1.11977e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 3088 members 
Mstep: Class 3 contains 86681 members 
Mstep: Class 4 contains 3547 members 
Mstep: Class 5 contains 377191 members 
Mstep: Class 6 contains 4472 members 
Mstep: Class 7 contains 6235 members 
Mstep: Class 8 contains 6834 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28383 members 
Mstep: Class 11 contains 219193 members 
Mstep: Class 12 contains 49258 members 
Mstep: Class 13 contains 154265 members 
Mstep: Class 14 contains 107785 members 
Mstep: Class 15 contains 73254 members 
Mstep: Class 16 contains 89021 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 27489 members 
Mstep: Class 19 contains 4564 members 
Mstep: Class 20 contains 8472 members 
Mstep: Class 21 contains 45385 members 
Mstep: Class 22 contains 28155 members 
Mstep: Class 23 contains 9053 members 
Mstep: Class 24 contains 7630 members 
Mstep: Class 25 contains 24453 members 
Mstep: Class 26 contains 15612 members 
Mstep: Class 27 contains 6081 members 
Mstep: Class 28 contains 7815 members 
Mstep: Class 29 contains 3643 members 
Mstep: Class 30 contains 10034 members 
Mstep: Class 31 contains 25341 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977024.000000 Penalty: 116180.585938
Iteration 256Q: 34 clusters Score -1.11977e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 3088 members 
Mstep: Class 3 contains 86698 members 
Mstep: Class 4 contains 3547 members 
Mstep: Class 5 contains 377233 members 
Mstep: Class 6 contains 4472 members 
Mstep: Class 7 contains 6236 members 
Mstep: Class 8 contains 6834 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28390 members 
Mstep: Class 11 contains 219184 members 
Mstep: Class 12 contains 49259 members 
Mstep: Class 13 contains 154265 members 
Mstep: Class 14 contains 107727 members 
Mstep: Class 15 contains 73254 members 
Mstep: Class 16 contains 89022 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 27487 members 
Mstep: Class 19 contains 4564 members 
Mstep: Class 20 contains 8472 members 
Mstep: Class 21 contains 45384 members 
Mstep: Class 22 contains 28156 members 
Mstep: Class 23 contains 9053 members 
Mstep: Class 24 contains 7630 members 
Mstep: Class 25 contains 24454 members 
Mstep: Class 26 contains 15612 members 
Mstep: Class 27 contains 6081 members 
Mstep: Class 28 contains 7815 members 
Mstep: Class 29 contains 3643 members 
Mstep: Class 30 contains 10034 members 
Mstep: Class 31 contains 25340 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977032.000000 Penalty: 116180.585938
Iteration 257Q: 34 clusters Score -1.11977e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 3088 members 
Mstep: Class 3 contains 86716 members 
Mstep: Class 4 contains 3548 members 
Mstep: Class 5 contains 377266 members 
Mstep: Class 6 contains 4472 members 
Mstep: Class 7 contains 6235 members 
Mstep: Class 8 contains 6834 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28404 members 
Mstep: Class 11 contains 219172 members 
Mstep: Class 12 contains 49262 members 
Mstep: Class 13 contains 154265 members 
Mstep: Class 14 contains 107670 members 
Mstep: Class 15 contains 73253 members 
Mstep: Class 16 contains 89026 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 27484 members 
Mstep: Class 19 contains 4564 members 
Mstep: Class 20 contains 8472 members 
Mstep: Class 21 contains 45382 members 
Mstep: Class 22 contains 28159 members 
Mstep: Class 23 contains 9053 members 
Mstep: Class 24 contains 7630 members 
Mstep: Class 25 contains 24454 members 
Mstep: Class 26 contains 15612 members 
Mstep: Class 27 contains 6081 members 
Mstep: Class 28 contains 7814 members 
Mstep: Class 29 contains 3643 members 
Mstep: Class 30 contains 10035 members 
Mstep: Class 31 contains 25340 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977016.000000 Penalty: 116180.585938
Iteration 258Q: 34 clusters Score -1.11977e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 3088 members 
Mstep: Class 3 contains 86729 members 
Mstep: Class 4 contains 3548 members 
Mstep: Class 5 contains 377314 members 
Mstep: Class 6 contains 4472 members 
Mstep: Class 7 contains 6233 members 
Mstep: Class 8 contains 6834 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28405 members 
Mstep: Class 11 contains 219167 members 
Mstep: Class 12 contains 49262 members 
Mstep: Class 13 contains 154264 members 
Mstep: Class 14 contains 107615 members 
Mstep: Class 15 contains 73252 members 
Mstep: Class 16 contains 89029 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 27482 members 
Mstep: Class 19 contains 4564 members 
Mstep: Class 20 contains 8472 members 
Mstep: Class 21 contains 45382 members 
Mstep: Class 22 contains 28161 members 
Mstep: Class 23 contains 9053 members 
Mstep: Class 24 contains 7630 members 
Mstep: Class 25 contains 24455 members 
Mstep: Class 26 contains 15611 members 
Mstep: Class 27 contains 6081 members 
Mstep: Class 28 contains 7814 members 
Mstep: Class 29 contains 3643 members 
Mstep: Class 30 contains 10035 members 
Mstep: Class 31 contains 25339 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977040.000000 Penalty: 116180.585938
Iteration 259Q: 34 clusters Score -1.11977e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 3088 members 
Mstep: Class 3 contains 86743 members 
Mstep: Class 4 contains 3548 members 
Mstep: Class 5 contains 377368 members 
Mstep: Class 6 contains 4472 members 
Mstep: Class 7 contains 6233 members 
Mstep: Class 8 contains 6834 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28406 members 
Mstep: Class 11 contains 219163 members 
Mstep: Class 12 contains 49262 members 
Mstep: Class 13 contains 154264 members 
Mstep: Class 14 contains 107554 members 
Mstep: Class 15 contains 73250 members 
Mstep: Class 16 contains 89028 members 
Mstep: Class 17 contains 2131 members 
Mstep: Class 18 contains 27483 members 
Mstep: Class 19 contains 4564 members 
Mstep: Class 20 contains 8472 members 
Mstep: Class 21 contains 45379 members 
Mstep: Class 22 contains 28161 members 
Mstep: Class 23 contains 9053 members 
Mstep: Class 24 contains 7630 members 
Mstep: Class 25 contains 24458 members 
Mstep: Class 26 contains 15610 members 
Mstep: Class 27 contains 6081 members 
Mstep: Class 28 contains 7814 members 
Mstep: Class 29 contains 3642 members 
Mstep: Class 30 contains 10035 members 
Mstep: Class 31 contains 25340 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111976976.000000 Penalty: 116180.585938
Iteration 260F: 34 clusters Score -1.11977e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 3088 members 
Mstep: Class 3 contains 86757 members 
Mstep: Class 4 contains 3548 members 
Mstep: Class 5 contains 377415 members 
Mstep: Class 6 contains 4472 members 
Mstep: Class 7 contains 6232 members 
Mstep: Class 8 contains 6833 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28406 members 
Mstep: Class 11 contains 219161 members 
Mstep: Class 12 contains 49264 members 
Mstep: Class 13 contains 154264 members 
Mstep: Class 14 contains 107494 members 
Mstep: Class 15 contains 73253 members 
Mstep: Class 16 contains 89026 members 
Mstep: Class 17 contains 2131 members 
Mstep: Class 18 contains 27482 members 
Mstep: Class 19 contains 4564 members 
Mstep: Class 20 contains 8472 members 
Mstep: Class 21 contains 45377 members 
Mstep: Class 22 contains 28161 members 
Mstep: Class 23 contains 9053 members 
Mstep: Class 24 contains 7630 members 
Mstep: Class 25 contains 24458 members 
Mstep: Class 26 contains 15610 members 
Mstep: Class 27 contains 6081 members 
Mstep: Class 28 contains 7814 members 
Mstep: Class 29 contains 3643 members 
Mstep: Class 30 contains 10035 members 
Mstep: Class 31 contains 25341 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111976960.000000 Penalty: 116180.585938
Iteration 261Q: 34 clusters Score -1.11977e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 3088 members 
Mstep: Class 3 contains 86769 members 
Mstep: Class 4 contains 3548 members 
Mstep: Class 5 contains 377460 members 
Mstep: Class 6 contains 4472 members 
Mstep: Class 7 contains 6232 members 
Mstep: Class 8 contains 6834 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28408 members 
Mstep: Class 11 contains 219159 members 
Mstep: Class 12 contains 49265 members 
Mstep: Class 13 contains 154264 members 
Mstep: Class 14 contains 107435 members 
Mstep: Class 15 contains 73255 members 
Mstep: Class 16 contains 89028 members 
Mstep: Class 17 contains 2131 members 
Mstep: Class 18 contains 27477 members 
Mstep: Class 19 contains 4564 members 
Mstep: Class 20 contains 8472 members 
Mstep: Class 21 contains 45378 members 
Mstep: Class 22 contains 28158 members 
Mstep: Class 23 contains 9053 members 
Mstep: Class 24 contains 7630 members 
Mstep: Class 25 contains 24460 members 
Mstep: Class 26 contains 15610 members 
Mstep: Class 27 contains 6081 members 
Mstep: Class 28 contains 7814 members 
Mstep: Class 29 contains 3643 members 
Mstep: Class 30 contains 10035 members 
Mstep: Class 31 contains 25340 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111976952.000000 Penalty: 116180.585938
Iteration 262Q: 34 clusters Score -1.11977e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 3088 members 
Mstep: Class 3 contains 86777 members 
Mstep: Class 4 contains 3548 members 
Mstep: Class 5 contains 377500 members 
Mstep: Class 6 contains 4472 members 
Mstep: Class 7 contains 6233 members 
Mstep: Class 8 contains 6834 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28415 members 
Mstep: Class 11 contains 219159 members 
Mstep: Class 12 contains 49266 members 
Mstep: Class 13 contains 154263 members 
Mstep: Class 14 contains 107382 members 
Mstep: Class 15 contains 73256 members 
Mstep: Class 16 contains 89026 members 
Mstep: Class 17 contains 2131 members 
Mstep: Class 18 contains 27468 members 
Mstep: Class 19 contains 4564 members 
Mstep: Class 20 contains 8472 members 
Mstep: Class 21 contains 45380 members 
Mstep: Class 22 contains 28159 members 
Mstep: Class 23 contains 9053 members 
Mstep: Class 24 contains 7630 members 
Mstep: Class 25 contains 24461 members 
Mstep: Class 26 contains 15610 members 
Mstep: Class 27 contains 6082 members 
Mstep: Class 28 contains 7814 members 
Mstep: Class 29 contains 3642 members 
Mstep: Class 30 contains 10035 members 
Mstep: Class 31 contains 25340 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111976896.000000 Penalty: 116180.585938
Iteration 263Q: 34 clusters Score -1.119769e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 3088 members 
Mstep: Class 3 contains 86782 members 
Mstep: Class 4 contains 3548 members 
Mstep: Class 5 contains 377534 members 
Mstep: Class 6 contains 4472 members 
Mstep: Class 7 contains 6233 members 
Mstep: Class 8 contains 6834 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28416 members 
Mstep: Class 11 contains 219161 members 
Mstep: Class 12 contains 49267 members 
Mstep: Class 13 contains 154263 members 
Mstep: Class 14 contains 107333 members 
Mstep: Class 15 contains 73258 members 
Mstep: Class 16 contains 89027 members 
Mstep: Class 17 contains 2130 members 
Mstep: Class 18 contains 27462 members 
Mstep: Class 19 contains 4565 members 
Mstep: Class 20 contains 8472 members 
Mstep: Class 21 contains 45380 members 
Mstep: Class 22 contains 28161 members 
Mstep: Class 23 contains 9053 members 
Mstep: Class 24 contains 7629 members 
Mstep: Class 25 contains 24464 members 
Mstep: Class 26 contains 15611 members 
Mstep: Class 27 contains 6082 members 
Mstep: Class 28 contains 7815 members 
Mstep: Class 29 contains 3642 members 
Mstep: Class 30 contains 10035 members 
Mstep: Class 31 contains 25340 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111976968.000000 Penalty: 116180.585938
Iteration 264Q: 34 clusters Score -1.11977e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 3088 members 
Mstep: Class 3 contains 86798 members 
Mstep: Class 4 contains 3548 members 
Mstep: Class 5 contains 377575 members 
Mstep: Class 6 contains 4472 members 
Mstep: Class 7 contains 6233 members 
Mstep: Class 8 contains 6834 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28423 members 
Mstep: Class 11 contains 219156 members 
Mstep: Class 12 contains 49270 members 
Mstep: Class 13 contains 154262 members 
Mstep: Class 14 contains 107265 members 
Mstep: Class 15 contains 73259 members 
Mstep: Class 16 contains 89028 members 
Mstep: Class 17 contains 2129 members 
Mstep: Class 18 contains 27464 members 
Mstep: Class 19 contains 4565 members 
Mstep: Class 20 contains 8472 members 
Mstep: Class 21 contains 45380 members 
Mstep: Class 22 contains 28162 members 
Mstep: Class 23 contains 9053 members 
Mstep: Class 24 contains 7630 members 
Mstep: Class 25 contains 24462 members 
Mstep: Class 26 contains 15612 members 
Mstep: Class 27 contains 6082 members 
Mstep: Class 28 contains 7817 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 10035 members 
Mstep: Class 31 contains 25340 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977056.000000 Penalty: 116180.585938
Iteration 265Q: 34 clusters Score -1.119771e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 3088 members 
Mstep: Class 3 contains 86818 members 
Mstep: Class 4 contains 3547 members 
Mstep: Class 5 contains 377632 members 
Mstep: Class 6 contains 4472 members 
Mstep: Class 7 contains 6233 members 
Mstep: Class 8 contains 6834 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28430 members 
Mstep: Class 11 contains 219154 members 
Mstep: Class 12 contains 49273 members 
Mstep: Class 13 contains 154262 members 
Mstep: Class 14 contains 107179 members 
Mstep: Class 15 contains 73260 members 
Mstep: Class 16 contains 89026 members 
Mstep: Class 17 contains 2128 members 
Mstep: Class 18 contains 27466 members 
Mstep: Class 19 contains 4565 members 
Mstep: Class 20 contains 8472 members 
Mstep: Class 21 contains 45379 members 
Mstep: Class 22 contains 28160 members 
Mstep: Class 23 contains 9053 members 
Mstep: Class 24 contains 7631 members 
Mstep: Class 25 contains 24461 members 
Mstep: Class 26 contains 15613 members 
Mstep: Class 27 contains 6082 members 
Mstep: Class 28 contains 7819 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 10035 members 
Mstep: Class 31 contains 25339 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977088.000000 Penalty: 116180.585938
Iteration 266Q: 34 clusters Score -1.119771e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 3088 members 
Mstep: Class 3 contains 86856 members 
Mstep: Class 4 contains 3547 members 
Mstep: Class 5 contains 377692 members 
Mstep: Class 6 contains 4472 members 
Mstep: Class 7 contains 6233 members 
Mstep: Class 8 contains 6834 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28432 members 
Mstep: Class 11 contains 219146 members 
Mstep: Class 12 contains 49274 members 
Mstep: Class 13 contains 154262 members 
Mstep: Class 14 contains 107084 members 
Mstep: Class 15 contains 73261 members 
Mstep: Class 16 contains 89029 members 
Mstep: Class 17 contains 2127 members 
Mstep: Class 18 contains 27464 members 
Mstep: Class 19 contains 4565 members 
Mstep: Class 20 contains 8472 members 
Mstep: Class 21 contains 45379 members 
Mstep: Class 22 contains 28161 members 
Mstep: Class 23 contains 9053 members 
Mstep: Class 24 contains 7631 members 
Mstep: Class 25 contains 24461 members 
Mstep: Class 26 contains 15613 members 
Mstep: Class 27 contains 6082 members 
Mstep: Class 28 contains 7820 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 10036 members 
Mstep: Class 31 contains 25336 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977064.000000 Penalty: 116180.585938
Iteration 267Q: 34 clusters Score -1.119771e+08 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 3088 members 
Mstep: Class 3 contains 86891 members 
Mstep: Class 4 contains 3547 members 
Mstep: Class 5 contains 377775 members 
Mstep: Class 6 contains 4472 members 
Mstep: Class 7 contains 6232 members 
Mstep: Class 8 contains 6834 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28442 members 
Mstep: Class 11 contains 219133 members 
Mstep: Class 12 contains 49277 members 
Mstep: Class 13 contains 154262 members 
Mstep: Class 14 contains 106973 members 
Mstep: Class 15 contains 73265 members 
Mstep: Class 16 contains 89035 members 
Mstep: Class 17 contains 2127 members 
Mstep: Class 18 contains 27460 members 
Mstep: Class 19 contains 4565 members 
Mstep: Class 20 contains 8472 members 
Mstep: Class 21 contains 45377 members 
Mstep: Class 22 contains 28150 members 
Mstep: Class 23 contains 9053 members 
Mstep: Class 24 contains 7631 members 
Mstep: Class 25 contains 24460 members 
Mstep: Class 26 contains 15613 members 
Mstep: Class 27 contains 6082 members 
Mstep: Class 28 contains 7820 members 
Mstep: Class 29 contains 3640 members 
Mstep: Class 30 contains 10038 members 
Mstep: Class 31 contains 25331 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977104.000000 Penalty: 116180.585938
Iteration 268Q: 34 clusters Score -1.119771e+08 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 3088 members 
Mstep: Class 3 contains 86921 members 
Mstep: Class 4 contains 3547 members 
Mstep: Class 5 contains 377861 members 
Mstep: Class 6 contains 4472 members 
Mstep: Class 7 contains 6231 members 
Mstep: Class 8 contains 6833 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28454 members 
Mstep: Class 11 contains 219119 members 
Mstep: Class 12 contains 49279 members 
Mstep: Class 13 contains 154262 members 
Mstep: Class 14 contains 106868 members 
Mstep: Class 15 contains 73267 members 
Mstep: Class 16 contains 89035 members 
Mstep: Class 17 contains 2127 members 
Mstep: Class 18 contains 27456 members 
Mstep: Class 19 contains 4565 members 
Mstep: Class 20 contains 8472 members 
Mstep: Class 21 contains 45377 members 
Mstep: Class 22 contains 28143 members 
Mstep: Class 23 contains 9053 members 
Mstep: Class 24 contains 7631 members 
Mstep: Class 25 contains 24460 members 
Mstep: Class 26 contains 15612 members 
Mstep: Class 27 contains 6082 members 
Mstep: Class 28 contains 7819 members 
Mstep: Class 29 contains 3639 members 
Mstep: Class 30 contains 10039 members 
Mstep: Class 31 contains 25330 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977208.000000 Penalty: 116180.585938
Iteration 269Q: 34 clusters Score -1.119772e+08 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 3088 members 
Mstep: Class 3 contains 86972 members 
Mstep: Class 4 contains 3548 members 
Mstep: Class 5 contains 377939 members 
Mstep: Class 6 contains 4472 members 
Mstep: Class 7 contains 6230 members 
Mstep: Class 8 contains 6833 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28460 members 
Mstep: Class 11 contains 219119 members 
Mstep: Class 12 contains 49282 members 
Mstep: Class 13 contains 154262 members 
Mstep: Class 14 contains 106737 members 
Mstep: Class 15 contains 73265 members 
Mstep: Class 16 contains 89036 members 
Mstep: Class 17 contains 2127 members 
Mstep: Class 18 contains 27449 members 
Mstep: Class 19 contains 4565 members 
Mstep: Class 20 contains 8472 members 
Mstep: Class 21 contains 45378 members 
Mstep: Class 22 contains 28138 members 
Mstep: Class 23 contains 9053 members 
Mstep: Class 24 contains 7632 members 
Mstep: Class 25 contains 24458 members 
Mstep: Class 26 contains 15612 members 
Mstep: Class 27 contains 6082 members 
Mstep: Class 28 contains 7819 members 
Mstep: Class 29 contains 3640 members 
Mstep: Class 30 contains 10040 members 
Mstep: Class 31 contains 25331 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977152.000000 Penalty: 116180.585938
Iteration 270Q: 34 clusters Score -1.119772e+08 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 3088 members 
Mstep: Class 3 contains 87022 members 
Mstep: Class 4 contains 3548 members 
Mstep: Class 5 contains 378029 members 
Mstep: Class 6 contains 4472 members 
Mstep: Class 7 contains 6228 members 
Mstep: Class 8 contains 6832 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28475 members 
Mstep: Class 11 contains 219116 members 
Mstep: Class 12 contains 49283 members 
Mstep: Class 13 contains 154262 members 
Mstep: Class 14 contains 106582 members 
Mstep: Class 15 contains 73265 members 
Mstep: Class 16 contains 89041 members 
Mstep: Class 17 contains 2127 members 
Mstep: Class 18 contains 27446 members 
Mstep: Class 19 contains 4565 members 
Mstep: Class 20 contains 8472 members 
Mstep: Class 21 contains 45378 members 
Mstep: Class 22 contains 28136 members 
Mstep: Class 23 contains 9053 members 
Mstep: Class 24 contains 7632 members 
Mstep: Class 25 contains 24460 members 
Mstep: Class 26 contains 15612 members 
Mstep: Class 27 contains 6082 members 
Mstep: Class 28 contains 7818 members 
Mstep: Class 29 contains 3640 members 
Mstep: Class 30 contains 10039 members 
Mstep: Class 31 contains 25333 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977096.000000 Penalty: 116180.585938
Iteration 271Q: 34 clusters Score -1.119771e+08 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 3088 members 
Mstep: Class 3 contains 87074 members 
Mstep: Class 4 contains 3548 members 
Mstep: Class 5 contains 378136 members 
Mstep: Class 6 contains 4473 members 
Mstep: Class 7 contains 6227 members 
Mstep: Class 8 contains 6832 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28486 members 
Mstep: Class 11 contains 219104 members 
Mstep: Class 12 contains 49287 members 
Mstep: Class 13 contains 154262 members 
Mstep: Class 14 contains 106410 members 
Mstep: Class 15 contains 73266 members 
Mstep: Class 16 contains 89043 members 
Mstep: Class 17 contains 2127 members 
Mstep: Class 18 contains 27445 members 
Mstep: Class 19 contains 4565 members 
Mstep: Class 20 contains 8472 members 
Mstep: Class 21 contains 45379 members 
Mstep: Class 22 contains 28133 members 
Mstep: Class 23 contains 9053 members 
Mstep: Class 24 contains 7632 members 
Mstep: Class 25 contains 24465 members 
Mstep: Class 26 contains 15613 members 
Mstep: Class 27 contains 6082 members 
Mstep: Class 28 contains 7818 members 
Mstep: Class 29 contains 3640 members 
Mstep: Class 30 contains 10040 members 
Mstep: Class 31 contains 25333 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977120.000000 Penalty: 116180.585938
Iteration 272Q: 34 clusters Score -1.119771e+08 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 3088 members 
Mstep: Class 3 contains 87138 members 
Mstep: Class 4 contains 3548 members 
Mstep: Class 5 contains 378224 members 
Mstep: Class 6 contains 4473 members 
Mstep: Class 7 contains 6227 members 
Mstep: Class 8 contains 6832 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28500 members 
Mstep: Class 11 contains 219103 members 
Mstep: Class 12 contains 49296 members 
Mstep: Class 13 contains 154262 members 
Mstep: Class 14 contains 106231 members 
Mstep: Class 15 contains 73268 members 
Mstep: Class 16 contains 89048 members 
Mstep: Class 17 contains 2127 members 
Mstep: Class 18 contains 27441 members 
Mstep: Class 19 contains 4565 members 
Mstep: Class 20 contains 8472 members 
Mstep: Class 21 contains 45380 members 
Mstep: Class 22 contains 28128 members 
Mstep: Class 23 contains 9053 members 
Mstep: Class 24 contains 7632 members 
Mstep: Class 25 contains 24470 members 
Mstep: Class 26 contains 15614 members 
Mstep: Class 27 contains 6082 members 
Mstep: Class 28 contains 7818 members 
Mstep: Class 29 contains 3640 members 
Mstep: Class 30 contains 10040 members 
Mstep: Class 31 contains 25330 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977208.000000 Penalty: 116180.585938
Iteration 273Q: 34 clusters Score -1.119772e+08 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 3088 members 
Mstep: Class 3 contains 87191 members 
Mstep: Class 4 contains 3549 members 
Mstep: Class 5 contains 378326 members 
Mstep: Class 6 contains 4473 members 
Mstep: Class 7 contains 6228 members 
Mstep: Class 8 contains 6832 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28518 members 
Mstep: Class 11 contains 219088 members 
Mstep: Class 12 contains 49304 members 
Mstep: Class 13 contains 154262 members 
Mstep: Class 14 contains 106042 members 
Mstep: Class 15 contains 73269 members 
Mstep: Class 16 contains 89053 members 
Mstep: Class 17 contains 2127 members 
Mstep: Class 18 contains 27442 members 
Mstep: Class 19 contains 4565 members 
Mstep: Class 20 contains 8472 members 
Mstep: Class 21 contains 45382 members 
Mstep: Class 22 contains 28132 members 
Mstep: Class 23 contains 9053 members 
Mstep: Class 24 contains 7632 members 
Mstep: Class 25 contains 24471 members 
Mstep: Class 26 contains 15614 members 
Mstep: Class 27 contains 6083 members 
Mstep: Class 28 contains 7818 members 
Mstep: Class 29 contains 3639 members 
Mstep: Class 30 contains 10040 members 
Mstep: Class 31 contains 25330 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977304.000000 Penalty: 116180.585938
Iteration 274Q: 34 clusters Score -1.119773e+08 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 3088 members 
Mstep: Class 3 contains 87253 members 
Mstep: Class 4 contains 3550 members 
Mstep: Class 5 contains 378440 members 
Mstep: Class 6 contains 4473 members 
Mstep: Class 7 contains 6229 members 
Mstep: Class 8 contains 6832 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28524 members 
Mstep: Class 11 contains 219078 members 
Mstep: Class 12 contains 49306 members 
Mstep: Class 13 contains 154260 members 
Mstep: Class 14 contains 105852 members 
Mstep: Class 15 contains 73274 members 
Mstep: Class 16 contains 89052 members 
Mstep: Class 17 contains 2127 members 
Mstep: Class 18 contains 27446 members 
Mstep: Class 19 contains 4565 members 
Mstep: Class 20 contains 8472 members 
Mstep: Class 21 contains 45385 members 
Mstep: Class 22 contains 28131 members 
Mstep: Class 23 contains 9053 members 
Mstep: Class 24 contains 7632 members 
Mstep: Class 25 contains 24473 members 
Mstep: Class 26 contains 15615 members 
Mstep: Class 27 contains 6083 members 
Mstep: Class 28 contains 7818 members 
Mstep: Class 29 contains 3639 members 
Mstep: Class 30 contains 10041 members 
Mstep: Class 31 contains 25327 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977320.000000 Penalty: 116180.585938
Iteration 275Q: 34 clusters Score -1.119773e+08 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 3088 members 
Mstep: Class 3 contains 87309 members 
Mstep: Class 4 contains 3551 members 
Mstep: Class 5 contains 378548 members 
Mstep: Class 6 contains 4473 members 
Mstep: Class 7 contains 6228 members 
Mstep: Class 8 contains 6832 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28536 members 
Mstep: Class 11 contains 219071 members 
Mstep: Class 12 contains 49307 members 
Mstep: Class 13 contains 154260 members 
Mstep: Class 14 contains 105669 members 
Mstep: Class 15 contains 73277 members 
Mstep: Class 16 contains 89051 members 
Mstep: Class 17 contains 2127 members 
Mstep: Class 18 contains 27443 members 
Mstep: Class 19 contains 4565 members 
Mstep: Class 20 contains 8472 members 
Mstep: Class 21 contains 45384 members 
Mstep: Class 22 contains 28132 members 
Mstep: Class 23 contains 9054 members 
Mstep: Class 24 contains 7632 members 
Mstep: Class 25 contains 24472 members 
Mstep: Class 26 contains 15615 members 
Mstep: Class 27 contains 6083 members 
Mstep: Class 28 contains 7818 members 
Mstep: Class 29 contains 3639 members 
Mstep: Class 30 contains 10043 members 
Mstep: Class 31 contains 25329 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977400.000000 Penalty: 116180.585938
Iteration 276Q: 34 clusters Score -1.119774e+08 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 3086 members 
Mstep: Class 3 contains 87361 members 
Mstep: Class 4 contains 3554 members 
Mstep: Class 5 contains 378666 members 
Mstep: Class 6 contains 4473 members 
Mstep: Class 7 contains 6228 members 
Mstep: Class 8 contains 6827 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28540 members 
Mstep: Class 11 contains 219058 members 
Mstep: Class 12 contains 49311 members 
Mstep: Class 13 contains 154260 members 
Mstep: Class 14 contains 105503 members 
Mstep: Class 15 contains 73279 members 
Mstep: Class 16 contains 89050 members 
Mstep: Class 17 contains 2127 members 
Mstep: Class 18 contains 27440 members 
Mstep: Class 19 contains 4565 members 
Mstep: Class 20 contains 8472 members 
Mstep: Class 21 contains 45386 members 
Mstep: Class 22 contains 28132 members 
Mstep: Class 23 contains 9054 members 
Mstep: Class 24 contains 7632 members 
Mstep: Class 25 contains 24475 members 
Mstep: Class 26 contains 15615 members 
Mstep: Class 27 contains 6083 members 
Mstep: Class 28 contains 7818 members 
Mstep: Class 29 contains 3639 members 
Mstep: Class 30 contains 10044 members 
Mstep: Class 31 contains 25327 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977408.000000 Penalty: 116180.585938
Iteration 277Q: 34 clusters Score -1.119774e+08 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 3085 members 
Mstep: Class 3 contains 87411 members 
Mstep: Class 4 contains 3555 members 
Mstep: Class 5 contains 378783 members 
Mstep: Class 6 contains 4473 members 
Mstep: Class 7 contains 6229 members 
Mstep: Class 8 contains 6824 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28549 members 
Mstep: Class 11 contains 219042 members 
Mstep: Class 12 contains 49318 members 
Mstep: Class 13 contains 154259 members 
Mstep: Class 14 contains 105332 members 
Mstep: Class 15 contains 73282 members 
Mstep: Class 16 contains 89057 members 
Mstep: Class 17 contains 2127 members 
Mstep: Class 18 contains 27437 members 
Mstep: Class 19 contains 4565 members 
Mstep: Class 20 contains 8472 members 
Mstep: Class 21 contains 45386 members 
Mstep: Class 22 contains 28132 members 
Mstep: Class 23 contains 9054 members 
Mstep: Class 24 contains 7632 members 
Mstep: Class 25 contains 24477 members 
Mstep: Class 26 contains 15615 members 
Mstep: Class 27 contains 6083 members 
Mstep: Class 28 contains 7818 members 
Mstep: Class 29 contains 3639 members 
Mstep: Class 30 contains 10045 members 
Mstep: Class 31 contains 25324 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977448.000000 Penalty: 116180.585938
Iteration 278Q: 34 clusters Score -1.119774e+08 nChanged 317
Entering ConstructFrom: 
Score: -111977448.000000 Penalty: 116180.585938
Entering ConstructFrom: 
Trying to split cluster 1 (9732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Entering Unmasked Estep 
Score: -731950.000000 Penalty: 2277.427490
	Iteration 0F: 2 clusters Score -731950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -724479.937500 Penalty: 4554.854980
	Iteration 0F: 3 clusters Score -724479.9 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -726870.125000 Penalty: 4554.854980
	Iteration 1F: 3 clusters Score -726870.1 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -727589.125000 Penalty: 4554.854980
	Iteration 2F: 3 clusters Score -727589.1 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -728308.750000 Penalty: 4554.854980
	Iteration 3F: 3 clusters Score -728308.8 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -729002.187500 Penalty: 4554.854980
	Iteration 4F: 3 clusters Score -729002.2 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -729633.000000 Penalty: 4554.854980
	Iteration 5F: 3 clusters Score -729633 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -730148.687500 Penalty: 4554.854980
	Iteration 6F: 3 clusters Score -730148.7 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -730581.937500 Penalty: 4554.854980
	Iteration 7F: 3 clusters Score -730581.9 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -730953.500000 Penalty: 4554.854980
	Iteration 8Q: 3 clusters Score -730953.5 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -731220.375000 Penalty: 4554.854980
	Iteration 9Q: 3 clusters Score -731220.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -731372.062500 Penalty: 4554.854980
	Iteration 10Q: 3 clusters Score -731372.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -731453.375000 Penalty: 4554.854980
	Iteration 11Q: 3 clusters Score -731453.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -731522.687500 Penalty: 4554.854980
	Iteration 12Q: 3 clusters Score -731522.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -731573.062500 Penalty: 4554.854980
	Iteration 13Q: 3 clusters Score -731573.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -731606.687500 Penalty: 4554.854980
	Iteration 14Q: 3 clusters Score -731606.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -731627.375000 Penalty: 4554.854980
	Iteration 15Q: 3 clusters Score -731627.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -731645.687500 Penalty: 4554.854980
	Iteration 16Q: 3 clusters Score -731645.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -731660.937500 Penalty: 4554.854980
	Iteration 17Q: 3 clusters Score -731660.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -731676.750000 Penalty: 4554.854980
	Iteration 18Q: 3 clusters Score -731676.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -731684.187500 Penalty: 4554.854980
	Iteration 19Q: 3 clusters Score -731684.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -731689.750000 Penalty: 4554.854980
	Iteration 20F: 3 clusters Score -731689.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -731691.625000 Penalty: 4554.854980
	Iteration 21Q: 3 clusters Score -731691.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -731695.375000 Penalty: 4554.854980
	Iteration 22Q: 3 clusters Score -731695.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -731699.937500 Penalty: 4554.854980
	Iteration 23Q: 3 clusters Score -731699.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -731702.375000 Penalty: 4554.854980
	Iteration 24Q: 3 clusters Score -731702.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -731702.625000 Penalty: 4554.854980
	Iteration 25Q: 3 clusters Score -731702.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -731705.250000 Penalty: 4554.854980
	Iteration 26Q: 3 clusters Score -731705.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -731706.125000 Penalty: 4554.854980
	Iteration 27Q: 3 clusters Score -731706.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -731704.500000 Penalty: 4554.854980
	Iteration 28Q: 3 clusters Score -731704.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -731707.750000 Penalty: 4554.854980
	Iteration 29Q: 3 clusters Score -731707.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -731709.750000 Penalty: 4554.854980
	Iteration 30Q: 3 clusters Score -731709.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -731710.187500 Penalty: 4554.854980
	Iteration 31Q: 3 clusters Score -731710.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -731712.375000 Penalty: 4554.854980
	Iteration 32Q: 3 clusters Score -731712.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -731714.187500 Penalty: 4554.854980
	Iteration 33Q: 3 clusters Score -731714.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -731716.375000 Penalty: 4554.854980
	Iteration 34Q: 3 clusters Score -731716.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -731717.250000 Penalty: 4554.854980
	Iteration 35Q: 3 clusters Score -731717.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -731715.500000 Penalty: 4554.854980
	Iteration 36Q: 3 clusters Score -731715.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -731720.437500 Penalty: 4554.854980
	Iteration 37Q: 3 clusters Score -731720.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -731720.750000 Penalty: 4554.854980
	Iteration 38Q: 3 clusters Score -731720.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -731726.125000 Penalty: 4554.854980
	Iteration 39Q: 3 clusters Score -731726.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -731733.250000 Penalty: 4554.854980
	Iteration 40F: 3 clusters Score -731733.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -731743.562500 Penalty: 4554.854980
	Iteration 41Q: 3 clusters Score -731743.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -731758.875000 Penalty: 4554.854980
	Iteration 42Q: 3 clusters Score -731758.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -731776.500000 Penalty: 4554.854980
	Iteration 43Q: 3 clusters Score -731776.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -731790.937500 Penalty: 4554.854980
	Iteration 44Q: 3 clusters Score -731790.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -731817.312500 Penalty: 4554.854980
	Iteration 45Q: 3 clusters Score -731817.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -731834.687500 Penalty: 4554.854980
	Iteration 46Q: 3 clusters Score -731834.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -731848.125000 Penalty: 4554.854980
	Iteration 47Q: 3 clusters Score -731848.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -731857.250000 Penalty: 4554.854980
	Iteration 48Q: 3 clusters Score -731857.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -731862.250000 Penalty: 4554.854980
	Iteration 49Q: 3 clusters Score -731862.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -731870.250000 Penalty: 4554.854980
	Iteration 50Q: 3 clusters Score -731870.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -731873.875000 Penalty: 4554.854980
	Iteration 51Q: 3 clusters Score -731873.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -731877.625000 Penalty: 4554.854980
	Iteration 52Q: 3 clusters Score -731877.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -731881.187500 Penalty: 4554.854980
	Iteration 53Q: 3 clusters Score -731881.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -731883.750000 Penalty: 4554.854980
	Iteration 54Q: 3 clusters Score -731883.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -731885.125000 Penalty: 4554.854980
	Iteration 55Q: 3 clusters Score -731885.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -731887.125000 Penalty: 4554.854980
	Iteration 56Q: 3 clusters Score -731887.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -731886.437500 Penalty: 4554.854980
	Iteration 57Q: 3 clusters Score -731886.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -731889.125000 Penalty: 4554.854980
	Iteration 58Q: 3 clusters Score -731889.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -731892.125000 Penalty: 4554.854980
	Iteration 59Q: 3 clusters Score -731892.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -731891.500000 Penalty: 4554.854980
	Iteration 60F: 3 clusters Score -731891.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -731892.812500 Penalty: 4554.854980
	Iteration 61Q: 3 clusters Score -731892.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -731892.812500 Penalty: 4554.854980
	Iteration 62F: 3 clusters Score -731892.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Entering Unmasked Estep 
Score: -193553.734375 Penalty: 1992.347168
	Iteration 0F: 2 clusters Score -193553.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -190305.578125 Penalty: 3984.694336
	Iteration 0F: 3 clusters Score -190305.6 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -191146.171875 Penalty: 3984.694336
	Iteration 1F: 3 clusters Score -191146.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -191430.578125 Penalty: 3984.694336
	Iteration 2F: 3 clusters Score -191430.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -191632.812500 Penalty: 3984.694336
	Iteration 3F: 3 clusters Score -191632.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -191779.593750 Penalty: 3984.694336
	Iteration 4F: 3 clusters Score -191779.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -191942.125000 Penalty: 3984.694336
	Iteration 5Q: 3 clusters Score -191942.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -192120.859375 Penalty: 3984.694336
	Iteration 6Q: 3 clusters Score -192120.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -192275.453125 Penalty: 3984.694336
	Iteration 7Q: 3 clusters Score -192275.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -192412.265625 Penalty: 3984.694336
	Iteration 8Q: 3 clusters Score -192412.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -192566.906250 Penalty: 3984.694336
	Iteration 9Q: 3 clusters Score -192566.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -192675.234375 Penalty: 3984.694336
	Iteration 10Q: 3 clusters Score -192675.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -192742.187500 Penalty: 3984.694336
	Iteration 11Q: 3 clusters Score -192742.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -192794.218750 Penalty: 3984.694336
	Iteration 12Q: 3 clusters Score -192794.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -192823.718750 Penalty: 3984.694336
	Iteration 13Q: 3 clusters Score -192823.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -192837.921875 Penalty: 3984.694336
	Iteration 14Q: 3 clusters Score -192837.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -192853.390625 Penalty: 3984.694336
	Iteration 15Q: 3 clusters Score -192853.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -192864.421875 Penalty: 3984.694336
	Iteration 16Q: 3 clusters Score -192864.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -192873.343750 Penalty: 3984.694336
	Iteration 17Q: 3 clusters Score -192873.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -192884.546875 Penalty: 3984.694336
	Iteration 18Q: 3 clusters Score -192884.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -192894.140625 Penalty: 3984.694336
	Iteration 19Q: 3 clusters Score -192894.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -192900.734375 Penalty: 3984.694336
	Iteration 20F: 3 clusters Score -192900.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -192912.234375 Penalty: 3984.694336
	Iteration 21Q: 3 clusters Score -192912.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -192924.890625 Penalty: 3984.694336
	Iteration 22Q: 3 clusters Score -192924.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -192946.140625 Penalty: 3984.694336
	Iteration 23Q: 3 clusters Score -192946.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -192972.640625 Penalty: 3984.694336
	Iteration 24Q: 3 clusters Score -192972.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -192997.109375 Penalty: 3984.694336
	Iteration 25Q: 3 clusters Score -192997.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -193008.375000 Penalty: 3984.694336
	Iteration 26Q: 3 clusters Score -193008.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -193016.906250 Penalty: 3984.694336
	Iteration 27Q: 3 clusters Score -193016.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -193030.125000 Penalty: 3984.694336
	Iteration 28Q: 3 clusters Score -193030.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -193044.093750 Penalty: 3984.694336
	Iteration 29Q: 3 clusters Score -193044.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -193051.312500 Penalty: 3984.694336
	Iteration 30Q: 3 clusters Score -193051.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -193057.234375 Penalty: 3984.694336
	Iteration 31Q: 3 clusters Score -193057.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -193060.703125 Penalty: 3984.694336
	Iteration 32Q: 3 clusters Score -193060.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -193064.453125 Penalty: 3984.694336
	Iteration 33Q: 3 clusters Score -193064.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -193070.187500 Penalty: 3984.694336
	Iteration 34Q: 3 clusters Score -193070.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -193072.421875 Penalty: 3984.694336
	Iteration 35Q: 3 clusters Score -193072.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -193075.031250 Penalty: 3984.694336
	Iteration 36Q: 3 clusters Score -193075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -193077.625000 Penalty: 3984.694336
	Iteration 37Q: 3 clusters Score -193077.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -193079.750000 Penalty: 3984.694336
	Iteration 38Q: 3 clusters Score -193079.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -193084.296875 Penalty: 3984.694336
	Iteration 39Q: 3 clusters Score -193084.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -193087.890625 Penalty: 3984.694336
	Iteration 40F: 3 clusters Score -193087.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -193090.062500 Penalty: 3984.694336
	Iteration 41Q: 3 clusters Score -193090.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -193091.343750 Penalty: 3984.694336
	Iteration 42Q: 3 clusters Score -193091.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -193093.250000 Penalty: 3984.694336
	Iteration 43Q: 3 clusters Score -193093.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -193095.593750 Penalty: 3984.694336
	Iteration 44Q: 3 clusters Score -193095.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -193097.218750 Penalty: 3984.694336
	Iteration 45Q: 3 clusters Score -193097.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -193098.515625 Penalty: 3984.694336
	Iteration 46Q: 3 clusters Score -193098.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -193099.875000 Penalty: 3984.694336
	Iteration 47Q: 3 clusters Score -193099.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -193102.546875 Penalty: 3984.694336
	Iteration 48Q: 3 clusters Score -193102.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -193105.296875 Penalty: 3984.694336
	Iteration 49Q: 3 clusters Score -193105.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -193109.796875 Penalty: 3984.694336
	Iteration 50Q: 3 clusters Score -193109.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -193112.859375 Penalty: 3984.694336
	Iteration 51Q: 3 clusters Score -193112.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -193122.328125 Penalty: 3984.694336
	Iteration 52Q: 3 clusters Score -193122.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -193127.953125 Penalty: 3984.694336
	Iteration 53Q: 3 clusters Score -193128 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -193131.843750 Penalty: 3984.694336
	Iteration 54Q: 3 clusters Score -193131.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -193138.031250 Penalty: 3984.694336
	Iteration 55Q: 3 clusters Score -193138 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -193141.968750 Penalty: 3984.694336
	Iteration 56Q: 3 clusters Score -193142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -193146.765625 Penalty: 3984.694336
	Iteration 57Q: 3 clusters Score -193146.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -193149.296875 Penalty: 3984.694336
	Iteration 58Q: 3 clusters Score -193149.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -193151.703125 Penalty: 3984.694336
	Iteration 59Q: 3 clusters Score -193151.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -193153.359375 Penalty: 3984.694336
	Iteration 60F: 3 clusters Score -193153.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -193154.515625 Penalty: 3984.694336
	Iteration 61Q: 3 clusters Score -193154.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -193156.703125 Penalty: 3984.694336
	Iteration 62Q: 3 clusters Score -193156.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -193159.156250 Penalty: 3984.694336
	Iteration 63Q: 3 clusters Score -193159.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -193159.890625 Penalty: 3984.694336
	Iteration 64Q: 3 clusters Score -193159.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -193160.015625 Penalty: 3984.694336
	Iteration 65Q: 3 clusters Score -193160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -193160.015625 Penalty: 3984.694336
	Iteration 66F: 3 clusters Score -193160 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (87472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87472 members 
Entering Unmasked Estep 
Score: -7060836.500000 Penalty: 2822.010254
	Iteration 0F: 2 clusters Score -7060836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43873 members 
Mstep: Class 2 contains 43599 members 
Entering Unmasked Estep 
Score: -7002267.000000 Penalty: 5644.020508
	Iteration 0F: 3 clusters Score -7002267 nChanged 41225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45374 members 
Mstep: Class 2 contains 42098 members 
Entering Unmasked Estep 
Score: -7025676.000000 Penalty: 5644.020508
	Iteration 1F: 3 clusters Score -7025676 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46479 members 
Mstep: Class 2 contains 40993 members 
Entering Unmasked Estep 
Score: -7026369.000000 Penalty: 5644.020508
	Iteration 2Q: 3 clusters Score -7026369 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48108 members 
Mstep: Class 2 contains 39364 members 
Entering Unmasked Estep 
Score: -7027182.500000 Penalty: 5644.020508
	Iteration 3Q: 3 clusters Score -7027182 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50534 members 
Mstep: Class 2 contains 36938 members 
Entering Unmasked Estep 
Score: -7028573.000000 Penalty: 5644.020508
	Iteration 4Q: 3 clusters Score -7028573 nChanged 4391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54031 members 
Mstep: Class 2 contains 33441 members 
Entering Unmasked Estep 
Score: -7030819.000000 Penalty: 5644.020508
	Iteration 5F: 3 clusters Score -7030819 nChanged 5463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58828 members 
Mstep: Class 2 contains 28644 members 
Entering Unmasked Estep 
Score: -7034387.000000 Penalty: 5644.020508
	Iteration 6F: 3 clusters Score -7034387 nChanged 6367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64637 members 
Mstep: Class 2 contains 22835 members 
Entering Unmasked Estep 
Score: -7039389.000000 Penalty: 5644.020508
	Iteration 7F: 3 clusters Score -7039389 nChanged 6411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70698 members 
Mstep: Class 2 contains 16774 members 
Entering Unmasked Estep 
Score: -7044952.000000 Penalty: 5644.020508
	Iteration 8F: 3 clusters Score -7044952 nChanged 5458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75906 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -7049899.000000 Penalty: 5644.020508
	Iteration 9F: 3 clusters Score -7049899 nChanged 3849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79611 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -7053391.000000 Penalty: 5644.020508
	Iteration 10Q: 3 clusters Score -7053391 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81858 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -7055446.000000 Penalty: 5644.020508
	Iteration 11Q: 3 clusters Score -7055446 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83152 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -7056492.500000 Penalty: 5644.020508
	Iteration 12Q: 3 clusters Score -7056492 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83973 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -7057157.500000 Penalty: 5644.020508
	Iteration 13Q: 3 clusters Score -7057158 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84473 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -7057545.500000 Penalty: 5644.020508
	Iteration 14Q: 3 clusters Score -7057546 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84819 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -7057746.500000 Penalty: 5644.020508
	Iteration 15Q: 3 clusters Score -7057746 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85051 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -7057905.000000 Penalty: 5644.020508
	Iteration 16Q: 3 clusters Score -7057905 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85230 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -7058004.500000 Penalty: 5644.020508
	Iteration 17Q: 3 clusters Score -7058004 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85354 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -7058074.000000 Penalty: 5644.020508
	Iteration 18Q: 3 clusters Score -7058074 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85476 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -7058132.500000 Penalty: 5644.020508
	Iteration 19Q: 3 clusters Score -7058132 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85573 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -7058162.500000 Penalty: 5644.020508
	Iteration 20F: 3 clusters Score -7058162 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85658 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -7058199.500000 Penalty: 5644.020508
	Iteration 21Q: 3 clusters Score -7058200 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85733 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -7058234.000000 Penalty: 5644.020508
	Iteration 22Q: 3 clusters Score -7058234 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85814 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -7058258.500000 Penalty: 5644.020508
	Iteration 23Q: 3 clusters Score -7058258 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85874 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -7058294.000000 Penalty: 5644.020508
	Iteration 24Q: 3 clusters Score -7058294 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85923 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -7058318.500000 Penalty: 5644.020508
	Iteration 25Q: 3 clusters Score -7058318 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85952 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -7058329.000000 Penalty: 5644.020508
	Iteration 26Q: 3 clusters Score -7058329 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85972 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -7058338.500000 Penalty: 5644.020508
	Iteration 27Q: 3 clusters Score -7058338 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85985 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -7058341.500000 Penalty: 5644.020508
	Iteration 28Q: 3 clusters Score -7058342 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85995 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -7058347.000000 Penalty: 5644.020508
	Iteration 29Q: 3 clusters Score -7058347 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86010 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -7058346.000000 Penalty: 5644.020508
	Iteration 30Q: 3 clusters Score -7058346 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86024 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -7058339.500000 Penalty: 5644.020508
	Iteration 31Q: 3 clusters Score -7058340 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86042 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -7058344.000000 Penalty: 5644.020508
	Iteration 32Q: 3 clusters Score -7058344 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86054 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -7058338.000000 Penalty: 5644.020508
	Iteration 33Q: 3 clusters Score -7058338 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86070 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -7058350.000000 Penalty: 5644.020508
	Iteration 34Q: 3 clusters Score -7058350 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86089 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -7058352.500000 Penalty: 5644.020508
	Iteration 35Q: 3 clusters Score -7058352 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86106 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -7058361.500000 Penalty: 5644.020508
	Iteration 36Q: 3 clusters Score -7058362 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86118 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -7058359.500000 Penalty: 5644.020508
	Iteration 37Q: 3 clusters Score -7058360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86126 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -7058355.000000 Penalty: 5644.020508
	Iteration 38Q: 3 clusters Score -7058355 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86134 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -7058360.000000 Penalty: 5644.020508
	Iteration 39Q: 3 clusters Score -7058360 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86146 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -7058366.000000 Penalty: 5644.020508
	Iteration 40F: 3 clusters Score -7058366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86152 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -7058378.500000 Penalty: 5644.020508
	Iteration 41Q: 3 clusters Score -7058378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86155 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -7058376.000000 Penalty: 5644.020508
	Iteration 42Q: 3 clusters Score -7058376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86157 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -7058381.000000 Penalty: 5644.020508
	Iteration 43Q: 3 clusters Score -7058381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86161 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -7058377.000000 Penalty: 5644.020508
	Iteration 44Q: 3 clusters Score -7058377 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86166 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -7058385.000000 Penalty: 5644.020508
	Iteration 45Q: 3 clusters Score -7058385 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86170 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -7058384.000000 Penalty: 5644.020508
	Iteration 46Q: 3 clusters Score -7058384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86171 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -7058389.000000 Penalty: 5644.020508
	Iteration 47Q: 3 clusters Score -7058389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86173 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -7058393.000000 Penalty: 5644.020508
	Iteration 48Q: 3 clusters Score -7058393 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86176 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -7058392.000000 Penalty: 5644.020508
	Iteration 49Q: 3 clusters Score -7058392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86178 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -7058393.000000 Penalty: 5644.020508
	Iteration 50Q: 3 clusters Score -7058393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86179 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -7058389.500000 Penalty: 5644.020508
	Iteration 51Q: 3 clusters Score -7058390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86179 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -7058389.500000 Penalty: 5644.020508
	Iteration 52F: 3 clusters Score -7058390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Entering Unmasked Estep 
Score: -237568.187500 Penalty: 2027.954224
	Iteration 0F: 2 clusters Score -237568.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -233954.109375 Penalty: 4055.908447
	Iteration 0F: 3 clusters Score -233954.1 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -234746.421875 Penalty: 4055.908447
	Iteration 1F: 3 clusters Score -234746.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -234943.937500 Penalty: 4055.908447
	Iteration 2F: 3 clusters Score -234943.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -235068.031250 Penalty: 4055.908447
	Iteration 3F: 3 clusters Score -235068 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -235158.687500 Penalty: 4055.908447
	Iteration 4Q: 3 clusters Score -235158.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -235229.109375 Penalty: 4055.908447
	Iteration 5Q: 3 clusters Score -235229.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -235289.812500 Penalty: 4055.908447
	Iteration 6Q: 3 clusters Score -235289.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -235336.859375 Penalty: 4055.908447
	Iteration 7Q: 3 clusters Score -235336.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -235374.546875 Penalty: 4055.908447
	Iteration 8Q: 3 clusters Score -235374.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -235412.609375 Penalty: 4055.908447
	Iteration 9Q: 3 clusters Score -235412.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -235443.343750 Penalty: 4055.908447
	Iteration 10Q: 3 clusters Score -235443.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -235468.703125 Penalty: 4055.908447
	Iteration 11Q: 3 clusters Score -235468.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -235494.359375 Penalty: 4055.908447
	Iteration 12Q: 3 clusters Score -235494.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -235521.281250 Penalty: 4055.908447
	Iteration 13Q: 3 clusters Score -235521.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -235549.218750 Penalty: 4055.908447
	Iteration 14Q: 3 clusters Score -235549.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -235573.859375 Penalty: 4055.908447
	Iteration 15Q: 3 clusters Score -235573.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -235602.187500 Penalty: 4055.908447
	Iteration 16Q: 3 clusters Score -235602.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -235626.671875 Penalty: 4055.908447
	Iteration 17Q: 3 clusters Score -235626.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -235650.468750 Penalty: 4055.908447
	Iteration 18Q: 3 clusters Score -235650.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -235672.421875 Penalty: 4055.908447
	Iteration 19Q: 3 clusters Score -235672.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -235694.656250 Penalty: 4055.908447
	Iteration 20F: 3 clusters Score -235694.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -235717.750000 Penalty: 4055.908447
	Iteration 21Q: 3 clusters Score -235717.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -235739.812500 Penalty: 4055.908447
	Iteration 22Q: 3 clusters Score -235739.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -235760.968750 Penalty: 4055.908447
	Iteration 23Q: 3 clusters Score -235761 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -235781.500000 Penalty: 4055.908447
	Iteration 24Q: 3 clusters Score -235781.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -235802.859375 Penalty: 4055.908447
	Iteration 25Q: 3 clusters Score -235802.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -235825.500000 Penalty: 4055.908447
	Iteration 26Q: 3 clusters Score -235825.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -235842.500000 Penalty: 4055.908447
	Iteration 27Q: 3 clusters Score -235842.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -235853.937500 Penalty: 4055.908447
	Iteration 28Q: 3 clusters Score -235853.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -235863.312500 Penalty: 4055.908447
	Iteration 29Q: 3 clusters Score -235863.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -235875.406250 Penalty: 4055.908447
	Iteration 30Q: 3 clusters Score -235875.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -235888.015625 Penalty: 4055.908447
	Iteration 31Q: 3 clusters Score -235888 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -235900.062500 Penalty: 4055.908447
	Iteration 32Q: 3 clusters Score -235900.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -235910.562500 Penalty: 4055.908447
	Iteration 33Q: 3 clusters Score -235910.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -235920.812500 Penalty: 4055.908447
	Iteration 34Q: 3 clusters Score -235920.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -235928.687500 Penalty: 4055.908447
	Iteration 35Q: 3 clusters Score -235928.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -235939.671875 Penalty: 4055.908447
	Iteration 36Q: 3 clusters Score -235939.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -235952.578125 Penalty: 4055.908447
	Iteration 37Q: 3 clusters Score -235952.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -235964.406250 Penalty: 4055.908447
	Iteration 38Q: 3 clusters Score -235964.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -235975.187500 Penalty: 4055.908447
	Iteration 39Q: 3 clusters Score -235975.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -235984.312500 Penalty: 4055.908447
	Iteration 40F: 3 clusters Score -235984.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -236000.187500 Penalty: 4055.908447
	Iteration 41Q: 3 clusters Score -236000.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -236013.625000 Penalty: 4055.908447
	Iteration 42Q: 3 clusters Score -236013.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -236023.125000 Penalty: 4055.908447
	Iteration 43Q: 3 clusters Score -236023.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -236034.046875 Penalty: 4055.908447
	Iteration 44Q: 3 clusters Score -236034 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -236045.359375 Penalty: 4055.908447
	Iteration 45Q: 3 clusters Score -236045.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -236051.015625 Penalty: 4055.908447
	Iteration 46Q: 3 clusters Score -236051 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -236066.359375 Penalty: 4055.908447
	Iteration 47Q: 3 clusters Score -236066.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -236082.062500 Penalty: 4055.908447
	Iteration 48Q: 3 clusters Score -236082.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -236088.078125 Penalty: 4055.908447
	Iteration 49Q: 3 clusters Score -236088.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -236092.906250 Penalty: 4055.908447
	Iteration 50Q: 3 clusters Score -236092.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -236097.375000 Penalty: 4055.908447
	Iteration 51Q: 3 clusters Score -236097.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -236098.953125 Penalty: 4055.908447
	Iteration 52Q: 3 clusters Score -236099 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -236101.093750 Penalty: 4055.908447
	Iteration 53Q: 3 clusters Score -236101.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -236102.171875 Penalty: 4055.908447
	Iteration 54Q: 3 clusters Score -236102.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -236103.359375 Penalty: 4055.908447
	Iteration 55Q: 3 clusters Score -236103.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -236104.062500 Penalty: 4055.908447
	Iteration 56Q: 3 clusters Score -236104.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -236105.968750 Penalty: 4055.908447
	Iteration 57Q: 3 clusters Score -236106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -236106.515625 Penalty: 4055.908447
	Iteration 58Q: 3 clusters Score -236106.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -236107.562500 Penalty: 4055.908447
	Iteration 59Q: 3 clusters Score -236107.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -236108.453125 Penalty: 4055.908447
	Iteration 60F: 3 clusters Score -236108.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -236111.468750 Penalty: 4055.908447
	Iteration 61Q: 3 clusters Score -236111.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -236114.312500 Penalty: 4055.908447
	Iteration 62Q: 3 clusters Score -236114.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -236116.406250 Penalty: 4055.908447
	Iteration 63Q: 3 clusters Score -236116.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -236121.109375 Penalty: 4055.908447
	Iteration 64Q: 3 clusters Score -236121.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -236124.640625 Penalty: 4055.908447
	Iteration 65Q: 3 clusters Score -236124.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -236127.156250 Penalty: 4055.908447
	Iteration 66Q: 3 clusters Score -236127.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -236131.203125 Penalty: 4055.908447
	Iteration 67Q: 3 clusters Score -236131.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -236134.031250 Penalty: 4055.908447
	Iteration 68Q: 3 clusters Score -236134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -236134.609375 Penalty: 4055.908447
	Iteration 69Q: 3 clusters Score -236134.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -236134.703125 Penalty: 4055.908447
	Iteration 70Q: 3 clusters Score -236134.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -236135.484375 Penalty: 4055.908447
	Iteration 71Q: 3 clusters Score -236135.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -236135.484375 Penalty: 4055.908447
	Iteration 72F: 3 clusters Score -236135.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (378913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378913 members 
Entering Unmasked Estep 
Score: -30061218.000000 Penalty: 3185.575439
	Iteration 0F: 2 clusters Score -3.006122e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189706 members 
Mstep: Class 2 contains 189207 members 
Entering Unmasked Estep 
Score: -29805582.000000 Penalty: 6371.150879
	Iteration 0F: 3 clusters Score -2.980558e+07 nChanged 184068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192910 members 
Mstep: Class 2 contains 186003 members 
Entering Unmasked Estep 
Score: -29915716.000000 Penalty: 6371.150879
	Iteration 1F: 3 clusters Score -2.991572e+07 nChanged 9676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195112 members 
Mstep: Class 2 contains 183801 members 
Entering Unmasked Estep 
Score: -29918060.000000 Penalty: 6371.150879
	Iteration 2Q: 3 clusters Score -2.991806e+07 nChanged 10546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198548 members 
Mstep: Class 2 contains 180365 members 
Entering Unmasked Estep 
Score: -29920692.000000 Penalty: 6371.150879
	Iteration 3Q: 3 clusters Score -2.992069e+07 nChanged 11691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203483 members 
Mstep: Class 2 contains 175430 members 
Entering Unmasked Estep 
Score: -29924434.000000 Penalty: 6371.150879
	Iteration 4Q: 3 clusters Score -2.992443e+07 nChanged 13171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210620 members 
Mstep: Class 2 contains 168293 members 
Entering Unmasked Estep 
Score: -29928750.000000 Penalty: 6371.150879
	Iteration 5Q: 3 clusters Score -2.992875e+07 nChanged 15396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220906 members 
Mstep: Class 2 contains 158007 members 
Entering Unmasked Estep 
Score: -29935136.000000 Penalty: 6371.150879
	Iteration 6Q: 3 clusters Score -2.993514e+07 nChanged 18073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235077 members 
Mstep: Class 2 contains 143836 members 
Entering Unmasked Estep 
Score: -29944660.000000 Penalty: 6371.150879
	Iteration 7Q: 3 clusters Score -2.994466e+07 nChanged 21590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253721 members 
Mstep: Class 2 contains 125192 members 
Entering Unmasked Estep 
Score: -29958270.000000 Penalty: 6371.150879
	Iteration 8F: 3 clusters Score -2.995827e+07 nChanged 23851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275746 members 
Mstep: Class 2 contains 103167 members 
Entering Unmasked Estep 
Score: -29975626.000000 Penalty: 6371.150879
	Iteration 9F: 3 clusters Score -2.997563e+07 nChanged 24138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298834 members 
Mstep: Class 2 contains 80079 members 
Entering Unmasked Estep 
Score: -29994284.000000 Penalty: 6371.150879
	Iteration 10F: 3 clusters Score -2.999428e+07 nChanged 21613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319907 members 
Mstep: Class 2 contains 59006 members 
Entering Unmasked Estep 
Score: -30011238.000000 Penalty: 6371.150879
	Iteration 11F: 3 clusters Score -3.001124e+07 nChanged 17615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337326 members 
Mstep: Class 2 contains 41587 members 
Entering Unmasked Estep 
Score: -30025154.000000 Penalty: 6371.150879
	Iteration 12Q: 3 clusters Score -3.002515e+07 nChanged 13959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351259 members 
Mstep: Class 2 contains 27654 members 
Entering Unmasked Estep 
Score: -30036192.000000 Penalty: 6371.150879
	Iteration 13Q: 3 clusters Score -3.003619e+07 nChanged 10650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361907 members 
Mstep: Class 2 contains 17006 members 
Entering Unmasked Estep 
Score: -30044760.000000 Penalty: 6371.150879
	Iteration 14Q: 3 clusters Score -3.004476e+07 nChanged 7513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369420 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -30050912.000000 Penalty: 6371.150879
	Iteration 15Q: 3 clusters Score -3.005091e+07 nChanged 4609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374029 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -30054824.000000 Penalty: 6371.150879
	Iteration 16Q: 3 clusters Score -3.005482e+07 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376434 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -30056694.000000 Penalty: 6371.150879
	Iteration 17Q: 3 clusters Score -3.005669e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377523 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -30057472.000000 Penalty: 6371.150879
	Iteration 18Q: 3 clusters Score -3.005747e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378029 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -30057876.000000 Penalty: 6371.150879
	Iteration 19Q: 3 clusters Score -3.005788e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378250 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -30058108.000000 Penalty: 6371.150879
	Iteration 20F: 3 clusters Score -3.005811e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378351 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -30058252.000000 Penalty: 6371.150879
	Iteration 21Q: 3 clusters Score -3.005825e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378409 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -30058258.000000 Penalty: 6371.150879
	Iteration 22Q: 3 clusters Score -3.005826e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378438 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -30058322.000000 Penalty: 6371.150879
	Iteration 23Q: 3 clusters Score -3.005832e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378463 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -30058354.000000 Penalty: 6371.150879
	Iteration 24Q: 3 clusters Score -3.005835e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378479 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -30058326.000000 Penalty: 6371.150879
	Iteration 25Q: 3 clusters Score -3.005833e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378490 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -30058350.000000 Penalty: 6371.150879
	Iteration 26Q: 3 clusters Score -3.005835e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378497 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -30058372.000000 Penalty: 6371.150879
	Iteration 27Q: 3 clusters Score -3.005837e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378509 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -30058362.000000 Penalty: 6371.150879
	Iteration 28Q: 3 clusters Score -3.005836e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378521 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -30058380.000000 Penalty: 6371.150879
	Iteration 29Q: 3 clusters Score -3.005838e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378525 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -30058390.000000 Penalty: 6371.150879
	Iteration 30Q: 3 clusters Score -3.005839e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378529 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -30058412.000000 Penalty: 6371.150879
	Iteration 31Q: 3 clusters Score -3.005841e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378536 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -30058430.000000 Penalty: 6371.150879
	Iteration 32Q: 3 clusters Score -3.005843e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378539 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -30058438.000000 Penalty: 6371.150879
	Iteration 33Q: 3 clusters Score -3.005844e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378543 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -30058436.000000 Penalty: 6371.150879
	Iteration 34Q: 3 clusters Score -3.005844e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378546 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -30058448.000000 Penalty: 6371.150879
	Iteration 35Q: 3 clusters Score -3.005845e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378548 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -30058444.000000 Penalty: 6371.150879
	Iteration 36Q: 3 clusters Score -3.005844e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378548 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -30058444.000000 Penalty: 6371.150879
	Iteration 37F: 3 clusters Score -3.005844e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Entering Unmasked Estep 
Score: -344910.468750 Penalty: 2084.641846
	Iteration 0F: 2 clusters Score -344910.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -340681.218750 Penalty: 4169.283691
	Iteration 0F: 3 clusters Score -340681.2 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -341643.343750 Penalty: 4169.283691
	Iteration 1F: 3 clusters Score -341643.3 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -341881.406250 Penalty: 4169.283691
	Iteration 2F: 3 clusters Score -341881.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -342032.875000 Penalty: 4169.283691
	Iteration 3F: 3 clusters Score -342032.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -342136.593750 Penalty: 4169.283691
	Iteration 4Q: 3 clusters Score -342136.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -342226.187500 Penalty: 4169.283691
	Iteration 5Q: 3 clusters Score -342226.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -342298.656250 Penalty: 4169.283691
	Iteration 6Q: 3 clusters Score -342298.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -342357.750000 Penalty: 4169.283691
	Iteration 7Q: 3 clusters Score -342357.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -342402.500000 Penalty: 4169.283691
	Iteration 8Q: 3 clusters Score -342402.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -342431.156250 Penalty: 4169.283691
	Iteration 9Q: 3 clusters Score -342431.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -342455.500000 Penalty: 4169.283691
	Iteration 10Q: 3 clusters Score -342455.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -342481.750000 Penalty: 4169.283691
	Iteration 11Q: 3 clusters Score -342481.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -342499.281250 Penalty: 4169.283691
	Iteration 12Q: 3 clusters Score -342499.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -342512.156250 Penalty: 4169.283691
	Iteration 13Q: 3 clusters Score -342512.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -342522.593750 Penalty: 4169.283691
	Iteration 14Q: 3 clusters Score -342522.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -342529.968750 Penalty: 4169.283691
	Iteration 15Q: 3 clusters Score -342530 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -342536.312500 Penalty: 4169.283691
	Iteration 16Q: 3 clusters Score -342536.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -342542.750000 Penalty: 4169.283691
	Iteration 17Q: 3 clusters Score -342542.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -342547.125000 Penalty: 4169.283691
	Iteration 18Q: 3 clusters Score -342547.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -342550.468750 Penalty: 4169.283691
	Iteration 19Q: 3 clusters Score -342550.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -342555.250000 Penalty: 4169.283691
	Iteration 20F: 3 clusters Score -342555.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -342558.781250 Penalty: 4169.283691
	Iteration 21Q: 3 clusters Score -342558.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -342561.000000 Penalty: 4169.283691
	Iteration 22Q: 3 clusters Score -342561 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -342563.593750 Penalty: 4169.283691
	Iteration 23Q: 3 clusters Score -342563.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -342564.781250 Penalty: 4169.283691
	Iteration 24Q: 3 clusters Score -342564.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -342567.000000 Penalty: 4169.283691
	Iteration 25Q: 3 clusters Score -342567 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -342568.812500 Penalty: 4169.283691
	Iteration 26Q: 3 clusters Score -342568.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -342569.750000 Penalty: 4169.283691
	Iteration 27Q: 3 clusters Score -342569.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -342571.750000 Penalty: 4169.283691
	Iteration 28Q: 3 clusters Score -342571.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -342572.437500 Penalty: 4169.283691
	Iteration 29Q: 3 clusters Score -342572.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -342573.375000 Penalty: 4169.283691
	Iteration 30Q: 3 clusters Score -342573.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -342574.468750 Penalty: 4169.283691
	Iteration 31Q: 3 clusters Score -342574.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -342575.375000 Penalty: 4169.283691
	Iteration 32Q: 3 clusters Score -342575.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -342574.750000 Penalty: 4169.283691
	Iteration 33Q: 3 clusters Score -342574.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -342575.125000 Penalty: 4169.283691
	Iteration 34Q: 3 clusters Score -342575.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -342576.843750 Penalty: 4169.283691
	Iteration 35Q: 3 clusters Score -342576.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -342578.593750 Penalty: 4169.283691
	Iteration 36Q: 3 clusters Score -342578.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -342579.812500 Penalty: 4169.283691
	Iteration 37Q: 3 clusters Score -342579.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -342580.812500 Penalty: 4169.283691
	Iteration 38Q: 3 clusters Score -342580.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -342581.468750 Penalty: 4169.283691
	Iteration 39Q: 3 clusters Score -342581.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -342582.031250 Penalty: 4169.283691
	Iteration 40F: 3 clusters Score -342582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -342582.875000 Penalty: 4169.283691
	Iteration 41Q: 3 clusters Score -342582.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -342584.312500 Penalty: 4169.283691
	Iteration 42Q: 3 clusters Score -342584.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -342586.593750 Penalty: 4169.283691
	Iteration 43Q: 3 clusters Score -342586.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -342587.312500 Penalty: 4169.283691
	Iteration 44Q: 3 clusters Score -342587.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -342588.750000 Penalty: 4169.283691
	Iteration 45Q: 3 clusters Score -342588.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -342590.656250 Penalty: 4169.283691
	Iteration 46Q: 3 clusters Score -342590.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -342590.562500 Penalty: 4169.283691
	Iteration 47Q: 3 clusters Score -342590.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -342591.406250 Penalty: 4169.283691
	Iteration 48Q: 3 clusters Score -342591.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -342592.468750 Penalty: 4169.283691
	Iteration 49Q: 3 clusters Score -342592.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -342593.062500 Penalty: 4169.283691
	Iteration 50Q: 3 clusters Score -342593.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -342594.093750 Penalty: 4169.283691
	Iteration 51Q: 3 clusters Score -342594.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -342595.125000 Penalty: 4169.283691
	Iteration 52Q: 3 clusters Score -342595.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -342595.906250 Penalty: 4169.283691
	Iteration 53Q: 3 clusters Score -342595.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -342598.093750 Penalty: 4169.283691
	Iteration 54Q: 3 clusters Score -342598.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -342598.093750 Penalty: 4169.283691
	Iteration 55Q: 3 clusters Score -342598.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -342599.156250 Penalty: 4169.283691
	Iteration 56Q: 3 clusters Score -342599.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -342599.531250 Penalty: 4169.283691
	Iteration 57Q: 3 clusters Score -342599.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -342600.125000 Penalty: 4169.283691
	Iteration 58Q: 3 clusters Score -342600.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -342600.093750 Penalty: 4169.283691
	Iteration 59Q: 3 clusters Score -342600.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -342601.375000 Penalty: 4169.283691
	Iteration 60F: 3 clusters Score -342601.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -342601.187500 Penalty: 4169.283691
	Iteration 61Q: 3 clusters Score -342601.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -342601.250000 Penalty: 4169.283691
	Iteration 62Q: 3 clusters Score -342601.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -342601.250000 Penalty: 4169.283691
	Iteration 63F: 3 clusters Score -342601.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Entering Unmasked Estep 
Score: -488034.031250 Penalty: 2166.688965
	Iteration 0F: 2 clusters Score -488034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -482744.218750 Penalty: 4333.377930
	Iteration 0F: 3 clusters Score -482744.2 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -484010.500000 Penalty: 4333.377930
	Iteration 1F: 3 clusters Score -484010.5 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -484238.281250 Penalty: 4333.377930
	Iteration 2F: 3 clusters Score -484238.3 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -484414.312500 Penalty: 4333.377930
	Iteration 3F: 3 clusters Score -484414.3 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -484560.437500 Penalty: 4333.377930
	Iteration 4Q: 3 clusters Score -484560.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -484670.531250 Penalty: 4333.377930
	Iteration 5Q: 3 clusters Score -484670.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -484765.437500 Penalty: 4333.377930
	Iteration 6Q: 3 clusters Score -484765.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -484860.625000 Penalty: 4333.377930
	Iteration 7Q: 3 clusters Score -484860.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -484959.156250 Penalty: 4333.377930
	Iteration 8Q: 3 clusters Score -484959.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -485054.718750 Penalty: 4333.377930
	Iteration 9Q: 3 clusters Score -485054.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -485147.468750 Penalty: 4333.377930
	Iteration 10Q: 3 clusters Score -485147.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -485230.843750 Penalty: 4333.377930
	Iteration 11Q: 3 clusters Score -485230.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -485311.250000 Penalty: 4333.377930
	Iteration 12Q: 3 clusters Score -485311.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -485391.281250 Penalty: 4333.377930
	Iteration 13Q: 3 clusters Score -485391.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -485472.125000 Penalty: 4333.377930
	Iteration 14Q: 3 clusters Score -485472.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -485548.125000 Penalty: 4333.377930
	Iteration 15Q: 3 clusters Score -485548.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -485616.093750 Penalty: 4333.377930
	Iteration 16Q: 3 clusters Score -485616.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -485676.406250 Penalty: 4333.377930
	Iteration 17Q: 3 clusters Score -485676.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -485737.781250 Penalty: 4333.377930
	Iteration 18Q: 3 clusters Score -485737.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -485807.468750 Penalty: 4333.377930
	Iteration 19Q: 3 clusters Score -485807.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -485860.812500 Penalty: 4333.377930
	Iteration 20F: 3 clusters Score -485860.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -485901.687500 Penalty: 4333.377930
	Iteration 21Q: 3 clusters Score -485901.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -485929.562500 Penalty: 4333.377930
	Iteration 22Q: 3 clusters Score -485929.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -485959.562500 Penalty: 4333.377930
	Iteration 23Q: 3 clusters Score -485959.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -485984.875000 Penalty: 4333.377930
	Iteration 24Q: 3 clusters Score -485984.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -486003.812500 Penalty: 4333.377930
	Iteration 25Q: 3 clusters Score -486003.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -486027.531250 Penalty: 4333.377930
	Iteration 26Q: 3 clusters Score -486027.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -486047.656250 Penalty: 4333.377930
	Iteration 27Q: 3 clusters Score -486047.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -486065.812500 Penalty: 4333.377930
	Iteration 28Q: 3 clusters Score -486065.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -486080.437500 Penalty: 4333.377930
	Iteration 29Q: 3 clusters Score -486080.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -486091.593750 Penalty: 4333.377930
	Iteration 30Q: 3 clusters Score -486091.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -486096.875000 Penalty: 4333.377930
	Iteration 31Q: 3 clusters Score -486096.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -486101.875000 Penalty: 4333.377930
	Iteration 32Q: 3 clusters Score -486101.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -486105.625000 Penalty: 4333.377930
	Iteration 33Q: 3 clusters Score -486105.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -486107.625000 Penalty: 4333.377930
	Iteration 34Q: 3 clusters Score -486107.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -486110.781250 Penalty: 4333.377930
	Iteration 35Q: 3 clusters Score -486110.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -486112.375000 Penalty: 4333.377930
	Iteration 36Q: 3 clusters Score -486112.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -486115.187500 Penalty: 4333.377930
	Iteration 37Q: 3 clusters Score -486115.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -486118.687500 Penalty: 4333.377930
	Iteration 38Q: 3 clusters Score -486118.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -486120.000000 Penalty: 4333.377930
	Iteration 39Q: 3 clusters Score -486120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -486119.531250 Penalty: 4333.377930
	Iteration 40F: 3 clusters Score -486119.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -486122.562500 Penalty: 4333.377930
	Iteration 41Q: 3 clusters Score -486122.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -486125.187500 Penalty: 4333.377930
	Iteration 42Q: 3 clusters Score -486125.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -486127.312500 Penalty: 4333.377930
	Iteration 43Q: 3 clusters Score -486127.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -486129.281250 Penalty: 4333.377930
	Iteration 44Q: 3 clusters Score -486129.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -486131.718750 Penalty: 4333.377930
	Iteration 45Q: 3 clusters Score -486131.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -486132.281250 Penalty: 4333.377930
	Iteration 46Q: 3 clusters Score -486132.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -486133.531250 Penalty: 4333.377930
	Iteration 47Q: 3 clusters Score -486133.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -486135.156250 Penalty: 4333.377930
	Iteration 48Q: 3 clusters Score -486135.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -486135.343750 Penalty: 4333.377930
	Iteration 49Q: 3 clusters Score -486135.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -486137.406250 Penalty: 4333.377930
	Iteration 50Q: 3 clusters Score -486137.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -486138.187500 Penalty: 4333.377930
	Iteration 51Q: 3 clusters Score -486138.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -486138.500000 Penalty: 4333.377930
	Iteration 52Q: 3 clusters Score -486138.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -486138.500000 Penalty: 4333.377930
	Iteration 53F: 3 clusters Score -486138.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Entering Unmasked Estep 
Score: -533052.875000 Penalty: 2189.394043
	Iteration 0F: 2 clusters Score -533052.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -527389.125000 Penalty: 4378.788086
	Iteration 0F: 3 clusters Score -527389.1 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -528928.812500 Penalty: 4378.788086
	Iteration 1F: 3 clusters Score -528928.8 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -529354.125000 Penalty: 4378.788086
	Iteration 2F: 3 clusters Score -529354.1 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -529856.062500 Penalty: 4378.788086
	Iteration 3F: 3 clusters Score -529856.1 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -530431.562500 Penalty: 4378.788086
	Iteration 4F: 3 clusters Score -530431.6 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -531024.250000 Penalty: 4378.788086
	Iteration 5F: 3 clusters Score -531024.2 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -531552.125000 Penalty: 4378.788086
	Iteration 6F: 3 clusters Score -531552.1 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -532022.250000 Penalty: 4378.788086
	Iteration 7F: 3 clusters Score -532022.2 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -532451.562500 Penalty: 4378.788086
	Iteration 8F: 3 clusters Score -532451.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -532750.937500 Penalty: 4378.788086
	Iteration 9Q: 3 clusters Score -532750.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -532944.437500 Penalty: 4378.788086
	Iteration 10Q: 3 clusters Score -532944.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -533052.312500 Penalty: 4378.788086
	Iteration 11Q: 3 clusters Score -533052.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -533104.562500 Penalty: 4378.788086
	Iteration 12Q: 3 clusters Score -533104.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -533143.500000 Penalty: 4378.788086
	Iteration 13Q: 3 clusters Score -533143.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -533180.187500 Penalty: 4378.788086
	Iteration 14Q: 3 clusters Score -533180.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -533213.187500 Penalty: 4378.788086
	Iteration 15Q: 3 clusters Score -533213.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -533237.125000 Penalty: 4378.788086
	Iteration 16Q: 3 clusters Score -533237.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -533245.250000 Penalty: 4378.788086
	Iteration 17Q: 3 clusters Score -533245.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -533252.625000 Penalty: 4378.788086
	Iteration 18Q: 3 clusters Score -533252.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -533257.562500 Penalty: 4378.788086
	Iteration 19Q: 3 clusters Score -533257.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -533260.625000 Penalty: 4378.788086
	Iteration 20F: 3 clusters Score -533260.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -533264.437500 Penalty: 4378.788086
	Iteration 21Q: 3 clusters Score -533264.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -533268.812500 Penalty: 4378.788086
	Iteration 22Q: 3 clusters Score -533268.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -533272.125000 Penalty: 4378.788086
	Iteration 23Q: 3 clusters Score -533272.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -533273.875000 Penalty: 4378.788086
	Iteration 24Q: 3 clusters Score -533273.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -533277.750000 Penalty: 4378.788086
	Iteration 25Q: 3 clusters Score -533277.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -533279.687500 Penalty: 4378.788086
	Iteration 26Q: 3 clusters Score -533279.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -533281.250000 Penalty: 4378.788086
	Iteration 27Q: 3 clusters Score -533281.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -533283.437500 Penalty: 4378.788086
	Iteration 28Q: 3 clusters Score -533283.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -533283.750000 Penalty: 4378.788086
	Iteration 29Q: 3 clusters Score -533283.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -533285.437500 Penalty: 4378.788086
	Iteration 30Q: 3 clusters Score -533285.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -533285.500000 Penalty: 4378.788086
	Iteration 31Q: 3 clusters Score -533285.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -533285.500000 Penalty: 4378.788086
	Iteration 32F: 3 clusters Score -533285.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 3083 members 
Mstep: Class 3 contains 87472 members 
Mstep: Class 4 contains 3559 members 
Mstep: Class 5 contains 378913 members 
Mstep: Class 6 contains 4473 members 
Mstep: Class 7 contains 6227 members 
Mstep: Class 8 contains 5373 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28556 members 
Mstep: Class 11 contains 219022 members 
Mstep: Class 12 contains 49325 members 
Mstep: Class 13 contains 154259 members 
Mstep: Class 14 contains 105144 members 
Mstep: Class 15 contains 73283 members 
Mstep: Class 16 contains 89056 members 
Mstep: Class 17 contains 2127 members 
Mstep: Class 18 contains 27430 members 
Mstep: Class 19 contains 4565 members 
Mstep: Class 20 contains 8472 members 
Mstep: Class 21 contains 45389 members 
Mstep: Class 22 contains 28135 members 
Mstep: Class 23 contains 9054 members 
Mstep: Class 24 contains 7632 members 
Mstep: Class 25 contains 24483 members 
Mstep: Class 26 contains 15613 members 
Mstep: Class 27 contains 6083 members 
Mstep: Class 28 contains 7818 members 
Mstep: Class 29 contains 3639 members 
Mstep: Class 30 contains 10045 members 
Mstep: Class 31 contains 25322 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9766 members 
Mstep: Class 34 contains 1451 members 
Entering Unmasked Estep 
Score: -111976192.000000 Penalty: 119701.210938
Splitting cluster 8 changes total score from -111977448.000000 to -111976192.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (5229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Entering Unmasked Estep 
Score: -410732.031250 Penalty: 2123.369873
	Iteration 0F: 2 clusters Score -410732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -406058.968750 Penalty: 4246.739746
	Iteration 0F: 3 clusters Score -406059 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -407155.062500 Penalty: 4246.739746
	Iteration 1F: 3 clusters Score -407155.1 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -407328.000000 Penalty: 4246.739746
	Iteration 2F: 3 clusters Score -407328 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -407430.781250 Penalty: 4246.739746
	Iteration 3Q: 3 clusters Score -407430.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -407496.312500 Penalty: 4246.739746
	Iteration 4Q: 3 clusters Score -407496.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -407556.031250 Penalty: 4246.739746
	Iteration 5Q: 3 clusters Score -407556 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -407605.437500 Penalty: 4246.739746
	Iteration 6Q: 3 clusters Score -407605.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -407650.031250 Penalty: 4246.739746
	Iteration 7Q: 3 clusters Score -407650 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -407686.875000 Penalty: 4246.739746
	Iteration 8Q: 3 clusters Score -407686.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -407714.625000 Penalty: 4246.739746
	Iteration 9Q: 3 clusters Score -407714.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -407742.531250 Penalty: 4246.739746
	Iteration 10Q: 3 clusters Score -407742.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -407775.062500 Penalty: 4246.739746
	Iteration 11Q: 3 clusters Score -407775.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -407809.843750 Penalty: 4246.739746
	Iteration 12Q: 3 clusters Score -407809.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -407841.125000 Penalty: 4246.739746
	Iteration 13Q: 3 clusters Score -407841.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -407867.000000 Penalty: 4246.739746
	Iteration 14Q: 3 clusters Score -407867 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -407894.156250 Penalty: 4246.739746
	Iteration 15Q: 3 clusters Score -407894.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -407924.250000 Penalty: 4246.739746
	Iteration 16Q: 3 clusters Score -407924.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -407957.281250 Penalty: 4246.739746
	Iteration 17Q: 3 clusters Score -407957.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -407995.125000 Penalty: 4246.739746
	Iteration 18Q: 3 clusters Score -407995.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -408026.593750 Penalty: 4246.739746
	Iteration 19Q: 3 clusters Score -408026.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -408057.843750 Penalty: 4246.739746
	Iteration 20F: 3 clusters Score -408057.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -408087.531250 Penalty: 4246.739746
	Iteration 21Q: 3 clusters Score -408087.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -408122.312500 Penalty: 4246.739746
	Iteration 22Q: 3 clusters Score -408122.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -408148.187500 Penalty: 4246.739746
	Iteration 23Q: 3 clusters Score -408148.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -408178.937500 Penalty: 4246.739746
	Iteration 24Q: 3 clusters Score -408178.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -408208.250000 Penalty: 4246.739746
	Iteration 25Q: 3 clusters Score -408208.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -408244.843750 Penalty: 4246.739746
	Iteration 26Q: 3 clusters Score -408244.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -408282.187500 Penalty: 4246.739746
	Iteration 27Q: 3 clusters Score -408282.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -408324.500000 Penalty: 4246.739746
	Iteration 28Q: 3 clusters Score -408324.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -408357.968750 Penalty: 4246.739746
	Iteration 29Q: 3 clusters Score -408358 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -408396.218750 Penalty: 4246.739746
	Iteration 30Q: 3 clusters Score -408396.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -408439.625000 Penalty: 4246.739746
	Iteration 31Q: 3 clusters Score -408439.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -408484.437500 Penalty: 4246.739746
	Iteration 32Q: 3 clusters Score -408484.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -408537.656250 Penalty: 4246.739746
	Iteration 33Q: 3 clusters Score -408537.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -408602.093750 Penalty: 4246.739746
	Iteration 34Q: 3 clusters Score -408602.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -408671.437500 Penalty: 4246.739746
	Iteration 35Q: 3 clusters Score -408671.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -408732.812500 Penalty: 4246.739746
	Iteration 36Q: 3 clusters Score -408732.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -408778.781250 Penalty: 4246.739746
	Iteration 37Q: 3 clusters Score -408778.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -408810.406250 Penalty: 4246.739746
	Iteration 38Q: 3 clusters Score -408810.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -408825.375000 Penalty: 4246.739746
	Iteration 39Q: 3 clusters Score -408825.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -408831.937500 Penalty: 4246.739746
	Iteration 40F: 3 clusters Score -408831.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -408837.875000 Penalty: 4246.739746
	Iteration 41Q: 3 clusters Score -408837.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -408846.656250 Penalty: 4246.739746
	Iteration 42Q: 3 clusters Score -408846.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -408856.343750 Penalty: 4246.739746
	Iteration 43Q: 3 clusters Score -408856.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -408861.843750 Penalty: 4246.739746
	Iteration 44Q: 3 clusters Score -408861.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -408866.187500 Penalty: 4246.739746
	Iteration 45Q: 3 clusters Score -408866.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -408870.718750 Penalty: 4246.739746
	Iteration 46Q: 3 clusters Score -408870.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -408878.500000 Penalty: 4246.739746
	Iteration 47Q: 3 clusters Score -408878.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -408881.843750 Penalty: 4246.739746
	Iteration 48Q: 3 clusters Score -408881.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -408886.687500 Penalty: 4246.739746
	Iteration 49Q: 3 clusters Score -408886.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -408894.312500 Penalty: 4246.739746
	Iteration 50Q: 3 clusters Score -408894.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -408899.406250 Penalty: 4246.739746
	Iteration 51Q: 3 clusters Score -408899.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -408903.500000 Penalty: 4246.739746
	Iteration 52Q: 3 clusters Score -408903.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -408904.250000 Penalty: 4246.739746
	Iteration 53Q: 3 clusters Score -408904.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -408904.250000 Penalty: 4246.739746
	Iteration 54F: 3 clusters Score -408904.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (28556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28556 members 
Entering Unmasked Estep 
Score: -2219260.000000 Penalty: 2544.386475
	Iteration 0F: 2 clusters Score -2219260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -2199727.000000 Penalty: 5088.772949
	Iteration 0F: 3 clusters Score -2199727 nChanged 12723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -2206528.750000 Penalty: 5088.772949
	Iteration 1F: 3 clusters Score -2206529 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
Score: -2207109.750000 Penalty: 5088.772949
	Iteration 2F: 3 clusters Score -2207110 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -2207641.750000 Penalty: 5088.772949
	Iteration 3Q: 3 clusters Score -2207642 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -2208248.250000 Penalty: 5088.772949
	Iteration 4Q: 3 clusters Score -2208248 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 15727 members 
Entering Unmasked Estep 
Score: -2208964.500000 Penalty: 5088.772949
	Iteration 5Q: 3 clusters Score -2208964 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 16213 members 
Entering Unmasked Estep 
Score: -2209835.500000 Penalty: 5088.772949
	Iteration 6F: 3 clusters Score -2209836 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -2210782.750000 Penalty: 5088.772949
	Iteration 7F: 3 clusters Score -2210783 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 17384 members 
Entering Unmasked Estep 
Score: -2211696.000000 Penalty: 5088.772949
	Iteration 8F: 3 clusters Score -2211696 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 18005 members 
Entering Unmasked Estep 
Score: -2212558.250000 Penalty: 5088.772949
	Iteration 9Q: 3 clusters Score -2212558 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 18686 members 
Entering Unmasked Estep 
Score: -2213377.250000 Penalty: 5088.772949
	Iteration 10Q: 3 clusters Score -2213377 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 19329 members 
Entering Unmasked Estep 
Score: -2213995.000000 Penalty: 5088.772949
	Iteration 11Q: 3 clusters Score -2213995 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 19885 members 
Entering Unmasked Estep 
Score: -2214410.000000 Penalty: 5088.772949
	Iteration 12Q: 3 clusters Score -2214410 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 20409 members 
Entering Unmasked Estep 
Score: -2214723.500000 Penalty: 5088.772949
	Iteration 13Q: 3 clusters Score -2214724 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 20898 members 
Entering Unmasked Estep 
Score: -2214964.250000 Penalty: 5088.772949
	Iteration 14Q: 3 clusters Score -2214964 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 21367 members 
Entering Unmasked Estep 
Score: -2215192.000000 Penalty: 5088.772949
	Iteration 15Q: 3 clusters Score -2215192 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 21789 members 
Entering Unmasked Estep 
Score: -2215378.000000 Penalty: 5088.772949
	Iteration 16Q: 3 clusters Score -2215378 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 22173 members 
Entering Unmasked Estep 
Score: -2215521.250000 Penalty: 5088.772949
	Iteration 17Q: 3 clusters Score -2215521 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 22497 members 
Entering Unmasked Estep 
Score: -2215625.250000 Penalty: 5088.772949
	Iteration 18Q: 3 clusters Score -2215625 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 22833 members 
Entering Unmasked Estep 
Score: -2215749.250000 Penalty: 5088.772949
	Iteration 19Q: 3 clusters Score -2215749 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 23142 members 
Entering Unmasked Estep 
Score: -2215842.000000 Penalty: 5088.772949
	Iteration 20F: 3 clusters Score -2215842 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 23452 members 
Entering Unmasked Estep 
Score: -2215974.500000 Penalty: 5088.772949
	Iteration 21Q: 3 clusters Score -2215974 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 23774 members 
Entering Unmasked Estep 
Score: -2216093.250000 Penalty: 5088.772949
	Iteration 22Q: 3 clusters Score -2216093 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 24083 members 
Entering Unmasked Estep 
Score: -2216223.750000 Penalty: 5088.772949
	Iteration 23Q: 3 clusters Score -2216224 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 24375 members 
Entering Unmasked Estep 
Score: -2216331.250000 Penalty: 5088.772949
	Iteration 24Q: 3 clusters Score -2216331 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 24617 members 
Entering Unmasked Estep 
Score: -2216418.500000 Penalty: 5088.772949
	Iteration 25Q: 3 clusters Score -2216418 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 24823 members 
Entering Unmasked Estep 
Score: -2216500.750000 Penalty: 5088.772949
	Iteration 26Q: 3 clusters Score -2216501 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 25035 members 
Entering Unmasked Estep 
Score: -2216569.750000 Penalty: 5088.772949
	Iteration 27Q: 3 clusters Score -2216570 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 25208 members 
Entering Unmasked Estep 
Score: -2216625.500000 Penalty: 5088.772949
	Iteration 28Q: 3 clusters Score -2216626 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 25376 members 
Entering Unmasked Estep 
Score: -2216689.250000 Penalty: 5088.772949
	Iteration 29Q: 3 clusters Score -2216689 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 25522 members 
Entering Unmasked Estep 
Score: -2216742.000000 Penalty: 5088.772949
	Iteration 30Q: 3 clusters Score -2216742 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 25667 members 
Entering Unmasked Estep 
Score: -2216803.000000 Penalty: 5088.772949
	Iteration 31Q: 3 clusters Score -2216803 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 25802 members 
Entering Unmasked Estep 
Score: -2216852.750000 Penalty: 5088.772949
	Iteration 32Q: 3 clusters Score -2216853 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 25938 members 
Entering Unmasked Estep 
Score: -2216896.750000 Penalty: 5088.772949
	Iteration 33Q: 3 clusters Score -2216897 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 26049 members 
Entering Unmasked Estep 
Score: -2216938.250000 Penalty: 5088.772949
	Iteration 34Q: 3 clusters Score -2216938 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 26147 members 
Entering Unmasked Estep 
Score: -2216980.500000 Penalty: 5088.772949
	Iteration 35Q: 3 clusters Score -2216980 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 26237 members 
Entering Unmasked Estep 
Score: -2217001.750000 Penalty: 5088.772949
	Iteration 36Q: 3 clusters Score -2217002 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 26322 members 
Entering Unmasked Estep 
Score: -2217028.250000 Penalty: 5088.772949
	Iteration 37Q: 3 clusters Score -2217028 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 26393 members 
Entering Unmasked Estep 
Score: -2217058.750000 Penalty: 5088.772949
	Iteration 38Q: 3 clusters Score -2217059 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 26444 members 
Entering Unmasked Estep 
Score: -2217081.500000 Penalty: 5088.772949
	Iteration 39Q: 3 clusters Score -2217082 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 26504 members 
Entering Unmasked Estep 
Score: -2217095.750000 Penalty: 5088.772949
	Iteration 40F: 3 clusters Score -2217096 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 26567 members 
Entering Unmasked Estep 
Score: -2217106.500000 Penalty: 5088.772949
	Iteration 41Q: 3 clusters Score -2217106 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 26618 members 
Entering Unmasked Estep 
Score: -2217128.750000 Penalty: 5088.772949
	Iteration 42Q: 3 clusters Score -2217129 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 26668 members 
Entering Unmasked Estep 
Score: -2217145.250000 Penalty: 5088.772949
	Iteration 43Q: 3 clusters Score -2217145 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 26717 members 
Entering Unmasked Estep 
Score: -2217165.750000 Penalty: 5088.772949
	Iteration 44Q: 3 clusters Score -2217166 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 26757 members 
Entering Unmasked Estep 
Score: -2217172.000000 Penalty: 5088.772949
	Iteration 45Q: 3 clusters Score -2217172 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 26790 members 
Entering Unmasked Estep 
Score: -2217180.750000 Penalty: 5088.772949
	Iteration 46Q: 3 clusters Score -2217181 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 26815 members 
Entering Unmasked Estep 
Score: -2217183.750000 Penalty: 5088.772949
	Iteration 47Q: 3 clusters Score -2217184 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 26835 members 
Entering Unmasked Estep 
Score: -2217192.500000 Penalty: 5088.772949
	Iteration 48Q: 3 clusters Score -2217192 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 26851 members 
Entering Unmasked Estep 
Score: -2217193.750000 Penalty: 5088.772949
	Iteration 49Q: 3 clusters Score -2217194 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 26864 members 
Entering Unmasked Estep 
Score: -2217196.750000 Penalty: 5088.772949
	Iteration 50Q: 3 clusters Score -2217197 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 26873 members 
Entering Unmasked Estep 
Score: -2217194.750000 Penalty: 5088.772949
	Iteration 51Q: 3 clusters Score -2217195 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 26880 members 
Entering Unmasked Estep 
Score: -2217196.250000 Penalty: 5088.772949
	Iteration 52Q: 3 clusters Score -2217196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 26888 members 
Entering Unmasked Estep 
Score: -2217204.250000 Penalty: 5088.772949
	Iteration 53Q: 3 clusters Score -2217204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 26891 members 
Entering Unmasked Estep 
Score: -2217203.750000 Penalty: 5088.772949
	Iteration 54Q: 3 clusters Score -2217204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 26894 members 
Entering Unmasked Estep 
Score: -2217205.000000 Penalty: 5088.772949
	Iteration 55Q: 3 clusters Score -2217205 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 26900 members 
Entering Unmasked Estep 
Score: -2217205.750000 Penalty: 5088.772949
	Iteration 56Q: 3 clusters Score -2217206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 26902 members 
Entering Unmasked Estep 
Score: -2217206.250000 Penalty: 5088.772949
	Iteration 57Q: 3 clusters Score -2217206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 26903 members 
Entering Unmasked Estep 
Score: -2217204.250000 Penalty: 5088.772949
	Iteration 58Q: 3 clusters Score -2217204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 26904 members 
Entering Unmasked Estep 
Score: -2217202.250000 Penalty: 5088.772949
	Iteration 59Q: 3 clusters Score -2217202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 26907 members 
Entering Unmasked Estep 
Score: -2217205.500000 Penalty: 5088.772949
	Iteration 60F: 3 clusters Score -2217206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 26908 members 
Entering Unmasked Estep 
Score: -2217206.750000 Penalty: 5088.772949
	Iteration 61Q: 3 clusters Score -2217207 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 26908 members 
Entering Unmasked Estep 
Score: -2217206.750000 Penalty: 5088.772949
	Iteration 62F: 3 clusters Score -2217207 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (219022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219022 members 
Entering Unmasked Estep 
Score: -17377232.000000 Penalty: 3049.637939
	Iteration 0F: 2 clusters Score -1.737723e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109725 members 
Mstep: Class 2 contains 109297 members 
Entering Unmasked Estep 
Score: -17229820.000000 Penalty: 6099.275879
	Iteration 0F: 3 clusters Score -1.722982e+07 nChanged 105513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115568 members 
Mstep: Class 2 contains 103454 members 
Entering Unmasked Estep 
Score: -17292046.000000 Penalty: 6099.275879
	Iteration 1F: 3 clusters Score -1.729205e+07 nChanged 6918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119192 members 
Mstep: Class 2 contains 99830 members 
Entering Unmasked Estep 
Score: -17294106.000000 Penalty: 6099.275879
	Iteration 2Q: 3 clusters Score -1.729411e+07 nChanged 8165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124575 members 
Mstep: Class 2 contains 94447 members 
Entering Unmasked Estep 
Score: -17297150.000000 Penalty: 6099.275879
	Iteration 3Q: 3 clusters Score -1.729715e+07 nChanged 10229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132478 members 
Mstep: Class 2 contains 86544 members 
Entering Unmasked Estep 
Score: -17302606.000000 Penalty: 6099.275879
	Iteration 4Q: 3 clusters Score -1.730261e+07 nChanged 12685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143241 members 
Mstep: Class 2 contains 75781 members 
Entering Unmasked Estep 
Score: -17310922.000000 Penalty: 6099.275879
	Iteration 5F: 3 clusters Score -1.731092e+07 nChanged 14632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156473 members 
Mstep: Class 2 contains 62549 members 
Entering Unmasked Estep 
Score: -17322232.000000 Penalty: 6099.275879
	Iteration 6F: 3 clusters Score -1.732223e+07 nChanged 15280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170713 members 
Mstep: Class 2 contains 48309 members 
Entering Unmasked Estep 
Score: -17334972.000000 Penalty: 6099.275879
	Iteration 7F: 3 clusters Score -1.733497e+07 nChanged 13722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183811 members 
Mstep: Class 2 contains 35211 members 
Entering Unmasked Estep 
Score: -17346980.000000 Penalty: 6099.275879
	Iteration 8F: 3 clusters Score -1.734698e+07 nChanged 11012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194511 members 
Mstep: Class 2 contains 24511 members 
Entering Unmasked Estep 
Score: -17356686.000000 Penalty: 6099.275879
	Iteration 9F: 3 clusters Score -1.735669e+07 nChanged 7990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202309 members 
Mstep: Class 2 contains 16713 members 
Entering Unmasked Estep 
Score: -17363476.000000 Penalty: 6099.275879
	Iteration 10Q: 3 clusters Score -1.736348e+07 nChanged 5306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207469 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -17367612.000000 Penalty: 6099.275879
	Iteration 11Q: 3 clusters Score -1.736761e+07 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210856 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -17370142.000000 Penalty: 6099.275879
	Iteration 12Q: 3 clusters Score -1.737014e+07 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213105 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -17371804.000000 Penalty: 6099.275879
	Iteration 13Q: 3 clusters Score -1.73718e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214593 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -17372860.000000 Penalty: 6099.275879
	Iteration 14Q: 3 clusters Score -1.737286e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215575 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -17373480.000000 Penalty: 6099.275879
	Iteration 15Q: 3 clusters Score -1.737348e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216220 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -17373776.000000 Penalty: 6099.275879
	Iteration 16Q: 3 clusters Score -1.737378e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216664 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -17374118.000000 Penalty: 6099.275879
	Iteration 17Q: 3 clusters Score -1.737412e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216959 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -17374296.000000 Penalty: 6099.275879
	Iteration 18Q: 3 clusters Score -1.73743e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217183 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -17374414.000000 Penalty: 6099.275879
	Iteration 19Q: 3 clusters Score -1.737441e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217337 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -17374500.000000 Penalty: 6099.275879
	Iteration 20F: 3 clusters Score -1.73745e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217452 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -17374608.000000 Penalty: 6099.275879
	Iteration 21Q: 3 clusters Score -1.737461e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217532 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -17374670.000000 Penalty: 6099.275879
	Iteration 22Q: 3 clusters Score -1.737467e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217581 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -17374728.000000 Penalty: 6099.275879
	Iteration 23Q: 3 clusters Score -1.737473e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217628 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -17374770.000000 Penalty: 6099.275879
	Iteration 24Q: 3 clusters Score -1.737477e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217657 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -17374794.000000 Penalty: 6099.275879
	Iteration 25Q: 3 clusters Score -1.737479e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217689 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -17374796.000000 Penalty: 6099.275879
	Iteration 26Q: 3 clusters Score -1.73748e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217705 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -17374808.000000 Penalty: 6099.275879
	Iteration 27Q: 3 clusters Score -1.737481e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217710 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -17374824.000000 Penalty: 6099.275879
	Iteration 28Q: 3 clusters Score -1.737482e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217703 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -17374830.000000 Penalty: 6099.275879
	Iteration 29Q: 3 clusters Score -1.737483e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217700 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -17374850.000000 Penalty: 6099.275879
	Iteration 30Q: 3 clusters Score -1.737485e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217706 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -17374852.000000 Penalty: 6099.275879
	Iteration 31Q: 3 clusters Score -1.737485e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217707 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -17374848.000000 Penalty: 6099.275879
	Iteration 32Q: 3 clusters Score -1.737485e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217707 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -17374858.000000 Penalty: 6099.275879
	Iteration 33Q: 3 clusters Score -1.737486e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217708 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -17374844.000000 Penalty: 6099.275879
	Iteration 34Q: 3 clusters Score -1.737484e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217710 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -17374850.000000 Penalty: 6099.275879
	Iteration 35Q: 3 clusters Score -1.737485e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217711 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -17374852.000000 Penalty: 6099.275879
	Iteration 36Q: 3 clusters Score -1.737485e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217716 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -17374866.000000 Penalty: 6099.275879
	Iteration 37Q: 3 clusters Score -1.737487e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217715 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -17374864.000000 Penalty: 6099.275879
	Iteration 38Q: 3 clusters Score -1.737486e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217714 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -17374862.000000 Penalty: 6099.275879
	Iteration 39Q: 3 clusters Score -1.737486e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217714 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -17374870.000000 Penalty: 6099.275879
	Iteration 40F: 3 clusters Score -1.737487e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217715 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -17374874.000000 Penalty: 6099.275879
	Iteration 41Q: 3 clusters Score -1.737487e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217716 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -17374878.000000 Penalty: 6099.275879
	Iteration 42Q: 3 clusters Score -1.737488e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217714 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -17374880.000000 Penalty: 6099.275879
	Iteration 43Q: 3 clusters Score -1.737488e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217712 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -17374878.000000 Penalty: 6099.275879
	Iteration 44Q: 3 clusters Score -1.737488e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217713 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -17374874.000000 Penalty: 6099.275879
	Iteration 45Q: 3 clusters Score -1.737487e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217718 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -17374878.000000 Penalty: 6099.275879
	Iteration 46Q: 3 clusters Score -1.737488e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217722 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -17374880.000000 Penalty: 6099.275879
	Iteration 47Q: 3 clusters Score -1.737488e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217721 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -17374874.000000 Penalty: 6099.275879
	Iteration 48Q: 3 clusters Score -1.737487e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217721 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -17374884.000000 Penalty: 6099.275879
	Iteration 49Q: 3 clusters Score -1.737488e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217721 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -17374882.000000 Penalty: 6099.275879
	Iteration 50Q: 3 clusters Score -1.737488e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217721 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -17374882.000000 Penalty: 6099.275879
	Iteration 51F: 3 clusters Score -1.737488e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (49325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49325 members 
Entering Unmasked Estep 
Score: -3838809.500000 Penalty: 2679.934326
	Iteration 0F: 2 clusters Score -3838810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24664 members 
Mstep: Class 2 contains 24661 members 
Entering Unmasked Estep 
Score: -3805411.750000 Penalty: 5359.868652
	Iteration 0F: 3 clusters Score -3805412 nChanged 22841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24979 members 
Mstep: Class 2 contains 24346 members 
Entering Unmasked Estep 
Score: -3818062.500000 Penalty: 5359.868652
	Iteration 1F: 3 clusters Score -3818062 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25122 members 
Mstep: Class 2 contains 24203 members 
Entering Unmasked Estep 
Score: -3818497.250000 Penalty: 5359.868652
	Iteration 2Q: 3 clusters Score -3818497 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25287 members 
Mstep: Class 2 contains 24038 members 
Entering Unmasked Estep 
Score: -3818867.000000 Penalty: 5359.868652
	Iteration 3Q: 3 clusters Score -3818867 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25494 members 
Mstep: Class 2 contains 23831 members 
Entering Unmasked Estep 
Score: -3819220.750000 Penalty: 5359.868652
	Iteration 4Q: 3 clusters Score -3819221 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25766 members 
Mstep: Class 2 contains 23559 members 
Entering Unmasked Estep 
Score: -3819530.250000 Penalty: 5359.868652
	Iteration 5Q: 3 clusters Score -3819530 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26131 members 
Mstep: Class 2 contains 23194 members 
Entering Unmasked Estep 
Score: -3819864.250000 Penalty: 5359.868652
	Iteration 6Q: 3 clusters Score -3819864 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26636 members 
Mstep: Class 2 contains 22689 members 
Entering Unmasked Estep 
Score: -3820205.750000 Penalty: 5359.868652
	Iteration 7Q: 3 clusters Score -3820206 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27320 members 
Mstep: Class 2 contains 22005 members 
Entering Unmasked Estep 
Score: -3820566.000000 Penalty: 5359.868652
	Iteration 8Q: 3 clusters Score -3820566 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28207 members 
Mstep: Class 2 contains 21118 members 
Entering Unmasked Estep 
Score: -3820999.000000 Penalty: 5359.868652
	Iteration 9Q: 3 clusters Score -3820999 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29416 members 
Mstep: Class 2 contains 19909 members 
Entering Unmasked Estep 
Score: -3821614.000000 Penalty: 5359.868652
	Iteration 10Q: 3 clusters Score -3821614 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30974 members 
Mstep: Class 2 contains 18351 members 
Entering Unmasked Estep 
Score: -3822495.750000 Penalty: 5359.868652
	Iteration 11Q: 3 clusters Score -3822496 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32904 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -3823716.250000 Penalty: 5359.868652
	Iteration 12Q: 3 clusters Score -3823716 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35211 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -3825377.250000 Penalty: 5359.868652
	Iteration 13F: 3 clusters Score -3825377 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37694 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -3827375.750000 Penalty: 5359.868652
	Iteration 14F: 3 clusters Score -3827376 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40010 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -3829304.000000 Penalty: 5359.868652
	Iteration 15F: 3 clusters Score -3829304 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42003 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -3830884.000000 Penalty: 5359.868652
	Iteration 16Q: 3 clusters Score -3830884 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43574 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -3832102.000000 Penalty: 5359.868652
	Iteration 17Q: 3 clusters Score -3832102 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44901 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -3833086.000000 Penalty: 5359.868652
	Iteration 18Q: 3 clusters Score -3833086 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46039 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -3833954.250000 Penalty: 5359.868652
	Iteration 19Q: 3 clusters Score -3833954 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46997 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -3834731.000000 Penalty: 5359.868652
	Iteration 20F: 3 clusters Score -3834731 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47739 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -3835347.000000 Penalty: 5359.868652
	Iteration 21Q: 3 clusters Score -3835347 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48239 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -3835738.000000 Penalty: 5359.868652
	Iteration 22Q: 3 clusters Score -3835738 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48550 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -3835994.250000 Penalty: 5359.868652
	Iteration 23Q: 3 clusters Score -3835994 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48730 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -3836157.500000 Penalty: 5359.868652
	Iteration 24Q: 3 clusters Score -3836158 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48837 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -3836257.500000 Penalty: 5359.868652
	Iteration 25Q: 3 clusters Score -3836258 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48906 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -3836319.000000 Penalty: 5359.868652
	Iteration 26Q: 3 clusters Score -3836319 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48940 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -3836357.750000 Penalty: 5359.868652
	Iteration 27Q: 3 clusters Score -3836358 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48969 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -3836393.750000 Penalty: 5359.868652
	Iteration 28Q: 3 clusters Score -3836394 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48986 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -3836410.500000 Penalty: 5359.868652
	Iteration 29Q: 3 clusters Score -3836410 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48997 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -3836424.500000 Penalty: 5359.868652
	Iteration 30Q: 3 clusters Score -3836424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49002 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -3836430.750000 Penalty: 5359.868652
	Iteration 31Q: 3 clusters Score -3836431 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49004 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -3836432.000000 Penalty: 5359.868652
	Iteration 32Q: 3 clusters Score -3836432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49007 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -3836437.500000 Penalty: 5359.868652
	Iteration 33Q: 3 clusters Score -3836438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49010 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -3836445.000000 Penalty: 5359.868652
	Iteration 34Q: 3 clusters Score -3836445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49012 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -3836443.500000 Penalty: 5359.868652
	Iteration 35Q: 3 clusters Score -3836444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49012 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -3836443.500000 Penalty: 5359.868652
	Iteration 36F: 3 clusters Score -3836444 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (154259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154259 members 
Entering Unmasked Estep 
Score: -12351408.000000 Penalty: 2962.704346
	Iteration 0F: 2 clusters Score -1.235141e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77463 members 
Mstep: Class 2 contains 76796 members 
Entering Unmasked Estep 
Score: -12247918.000000 Penalty: 5925.408691
	Iteration 0F: 3 clusters Score -1.224792e+07 nChanged 73815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81086 members 
Mstep: Class 2 contains 73173 members 
Entering Unmasked Estep 
Score: -12291332.000000 Penalty: 5925.408691
	Iteration 1F: 3 clusters Score -1.229133e+07 nChanged 5117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83229 members 
Mstep: Class 2 contains 71030 members 
Entering Unmasked Estep 
Score: -12292726.000000 Penalty: 5925.408691
	Iteration 2Q: 3 clusters Score -1.229273e+07 nChanged 5757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86564 members 
Mstep: Class 2 contains 67695 members 
Entering Unmasked Estep 
Score: -12294757.000000 Penalty: 5925.408691
	Iteration 3Q: 3 clusters Score -1.229476e+07 nChanged 6968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91648 members 
Mstep: Class 2 contains 62611 members 
Entering Unmasked Estep 
Score: -12297879.000000 Penalty: 5925.408691
	Iteration 4Q: 3 clusters Score -1.229788e+07 nChanged 8492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98930 members 
Mstep: Class 2 contains 55329 members 
Entering Unmasked Estep 
Score: -12302748.000000 Penalty: 5925.408691
	Iteration 5F: 3 clusters Score -1.230275e+07 nChanged 10540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108946 members 
Mstep: Class 2 contains 45313 members 
Entering Unmasked Estep 
Score: -12310171.000000 Penalty: 5925.408691
	Iteration 6F: 3 clusters Score -1.231017e+07 nChanged 12262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121094 members 
Mstep: Class 2 contains 33165 members 
Entering Unmasked Estep 
Score: -12319917.000000 Penalty: 5925.408691
	Iteration 7F: 3 clusters Score -1.231992e+07 nChanged 12423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133507 members 
Mstep: Class 2 contains 20752 members 
Entering Unmasked Estep 
Score: -12331112.000000 Penalty: 5925.408691
	Iteration 8F: 3 clusters Score -1.233111e+07 nChanged 9780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143279 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -12340068.000000 Penalty: 5925.408691
	Iteration 9F: 3 clusters Score -1.234007e+07 nChanged 5815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149094 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -12345428.000000 Penalty: 5925.408691
	Iteration 10Q: 3 clusters Score -1.234543e+07 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151619 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -12347754.000000 Penalty: 5925.408691
	Iteration 11Q: 3 clusters Score -1.234775e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152493 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -12348825.000000 Penalty: 5925.408691
	Iteration 12Q: 3 clusters Score -1.234882e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152758 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -12349237.000000 Penalty: 5925.408691
	Iteration 13Q: 3 clusters Score -1.234924e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152835 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -12349440.000000 Penalty: 5925.408691
	Iteration 14Q: 3 clusters Score -1.234944e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152865 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -12349534.000000 Penalty: 5925.408691
	Iteration 15Q: 3 clusters Score -1.234953e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152868 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -12349614.000000 Penalty: 5925.408691
	Iteration 16Q: 3 clusters Score -1.234961e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152871 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -12349656.000000 Penalty: 5925.408691
	Iteration 17Q: 3 clusters Score -1.234966e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152875 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -12349693.000000 Penalty: 5925.408691
	Iteration 18Q: 3 clusters Score -1.234969e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152875 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -12349701.000000 Penalty: 5925.408691
	Iteration 19Q: 3 clusters Score -1.23497e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152868 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -12349718.000000 Penalty: 5925.408691
	Iteration 20F: 3 clusters Score -1.234972e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152858 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -12349737.000000 Penalty: 5925.408691
	Iteration 21Q: 3 clusters Score -1.234974e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152856 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -12349741.000000 Penalty: 5925.408691
	Iteration 22Q: 3 clusters Score -1.234974e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152853 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -12349767.000000 Penalty: 5925.408691
	Iteration 23Q: 3 clusters Score -1.234977e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152847 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -12349768.000000 Penalty: 5925.408691
	Iteration 24Q: 3 clusters Score -1.234977e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152842 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -12349778.000000 Penalty: 5925.408691
	Iteration 25Q: 3 clusters Score -1.234978e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152839 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -12349772.000000 Penalty: 5925.408691
	Iteration 26Q: 3 clusters Score -1.234977e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152841 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -12349774.000000 Penalty: 5925.408691
	Iteration 27Q: 3 clusters Score -1.234977e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152843 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -12349778.000000 Penalty: 5925.408691
	Iteration 28Q: 3 clusters Score -1.234978e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152844 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -12349783.000000 Penalty: 5925.408691
	Iteration 29Q: 3 clusters Score -1.234978e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152843 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -12349779.000000 Penalty: 5925.408691
	Iteration 30Q: 3 clusters Score -1.234978e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152843 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -12349780.000000 Penalty: 5925.408691
	Iteration 31Q: 3 clusters Score -1.234978e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152844 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -12349786.000000 Penalty: 5925.408691
	Iteration 32Q: 3 clusters Score -1.234979e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152844 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -12349786.000000 Penalty: 5925.408691
	Iteration 33F: 3 clusters Score -1.234979e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (105144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105144 members 
Entering Unmasked Estep 
Score: -8383530.500000 Penalty: 2867.645508
	Iteration 0F: 2 clusters Score -8383530 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52426 members 
Mstep: Class 2 contains 52718 members 
Entering Unmasked Estep 
Score: -8313446.500000 Penalty: 5735.291016
	Iteration 0F: 3 clusters Score -8313446 nChanged 49751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51035 members 
Mstep: Class 2 contains 54109 members 
Entering Unmasked Estep 
Score: -8342341.500000 Penalty: 5735.291016
	Iteration 1F: 3 clusters Score -8342342 nChanged 4171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50100 members 
Mstep: Class 2 contains 55044 members 
Entering Unmasked Estep 
Score: -8343675.500000 Penalty: 5735.291016
	Iteration 2Q: 3 clusters Score -8343676 nChanged 4571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48743 members 
Mstep: Class 2 contains 56401 members 
Entering Unmasked Estep 
Score: -8345524.000000 Penalty: 5735.291016
	Iteration 3Q: 3 clusters Score -8345524 nChanged 5252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46861 members 
Mstep: Class 2 contains 58283 members 
Entering Unmasked Estep 
Score: -8348214.500000 Penalty: 5735.291016
	Iteration 4Q: 3 clusters Score -8348214 nChanged 6324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44207 members 
Mstep: Class 2 contains 60937 members 
Entering Unmasked Estep 
Score: -8352160.500000 Penalty: 5735.291016
	Iteration 5F: 3 clusters Score -8352160 nChanged 7146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40897 members 
Mstep: Class 2 contains 64247 members 
Entering Unmasked Estep 
Score: -8357972.000000 Penalty: 5735.291016
	Iteration 6F: 3 clusters Score -8357972 nChanged 7689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37504 members 
Mstep: Class 2 contains 67640 members 
Entering Unmasked Estep 
Score: -8365300.000000 Penalty: 5735.291016
	Iteration 7F: 3 clusters Score -8365300 nChanged 7205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34929 members 
Mstep: Class 2 contains 70215 members 
Entering Unmasked Estep 
Score: -8372747.500000 Penalty: 5735.291016
	Iteration 8F: 3 clusters Score -8372748 nChanged 5654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33353 members 
Mstep: Class 2 contains 71791 members 
Entering Unmasked Estep 
Score: -8377752.000000 Penalty: 5735.291016
	Iteration 9F: 3 clusters Score -8377752 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32296 members 
Mstep: Class 2 contains 72848 members 
Entering Unmasked Estep 
Score: -8380023.500000 Penalty: 5735.291016
	Iteration 10Q: 3 clusters Score -8380024 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31390 members 
Mstep: Class 2 contains 73754 members 
Entering Unmasked Estep 
Score: -8381042.500000 Penalty: 5735.291016
	Iteration 11Q: 3 clusters Score -8381042 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30692 members 
Mstep: Class 2 contains 74452 members 
Entering Unmasked Estep 
Score: -8381436.500000 Penalty: 5735.291016
	Iteration 12Q: 3 clusters Score -8381436 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30131 members 
Mstep: Class 2 contains 75013 members 
Entering Unmasked Estep 
Score: -8381650.500000 Penalty: 5735.291016
	Iteration 13Q: 3 clusters Score -8381650 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29650 members 
Mstep: Class 2 contains 75494 members 
Entering Unmasked Estep 
Score: -8381798.500000 Penalty: 5735.291016
	Iteration 14Q: 3 clusters Score -8381798 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29218 members 
Mstep: Class 2 contains 75926 members 
Entering Unmasked Estep 
Score: -8381924.000000 Penalty: 5735.291016
	Iteration 15Q: 3 clusters Score -8381924 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28843 members 
Mstep: Class 2 contains 76301 members 
Entering Unmasked Estep 
Score: -8381968.000000 Penalty: 5735.291016
	Iteration 16Q: 3 clusters Score -8381968 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28494 members 
Mstep: Class 2 contains 76650 members 
Entering Unmasked Estep 
Score: -8382036.000000 Penalty: 5735.291016
	Iteration 17Q: 3 clusters Score -8382036 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28159 members 
Mstep: Class 2 contains 76985 members 
Entering Unmasked Estep 
Score: -8382102.000000 Penalty: 5735.291016
	Iteration 18Q: 3 clusters Score -8382102 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27836 members 
Mstep: Class 2 contains 77308 members 
Entering Unmasked Estep 
Score: -8382127.500000 Penalty: 5735.291016
	Iteration 19Q: 3 clusters Score -8382128 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27514 members 
Mstep: Class 2 contains 77630 members 
Entering Unmasked Estep 
Score: -8382168.000000 Penalty: 5735.291016
	Iteration 20F: 3 clusters Score -8382168 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27223 members 
Mstep: Class 2 contains 77921 members 
Entering Unmasked Estep 
Score: -8382157.500000 Penalty: 5735.291016
	Iteration 21Q: 3 clusters Score -8382158 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26956 members 
Mstep: Class 2 contains 78188 members 
Entering Unmasked Estep 
Score: -8382191.500000 Penalty: 5735.291016
	Iteration 22Q: 3 clusters Score -8382192 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26689 members 
Mstep: Class 2 contains 78455 members 
Entering Unmasked Estep 
Score: -8382220.000000 Penalty: 5735.291016
	Iteration 23Q: 3 clusters Score -8382220 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26440 members 
Mstep: Class 2 contains 78704 members 
Entering Unmasked Estep 
Score: -8382235.500000 Penalty: 5735.291016
	Iteration 24Q: 3 clusters Score -8382236 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26187 members 
Mstep: Class 2 contains 78957 members 
Entering Unmasked Estep 
Score: -8382244.500000 Penalty: 5735.291016
	Iteration 25Q: 3 clusters Score -8382244 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25982 members 
Mstep: Class 2 contains 79162 members 
Entering Unmasked Estep 
Score: -8382277.500000 Penalty: 5735.291016
	Iteration 26Q: 3 clusters Score -8382278 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25782 members 
Mstep: Class 2 contains 79362 members 
Entering Unmasked Estep 
Score: -8382314.500000 Penalty: 5735.291016
	Iteration 27Q: 3 clusters Score -8382314 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25573 members 
Mstep: Class 2 contains 79571 members 
Entering Unmasked Estep 
Score: -8382321.000000 Penalty: 5735.291016
	Iteration 28Q: 3 clusters Score -8382321 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25389 members 
Mstep: Class 2 contains 79755 members 
Entering Unmasked Estep 
Score: -8382343.000000 Penalty: 5735.291016
	Iteration 29Q: 3 clusters Score -8382343 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25225 members 
Mstep: Class 2 contains 79919 members 
Entering Unmasked Estep 
Score: -8382337.000000 Penalty: 5735.291016
	Iteration 30Q: 3 clusters Score -8382337 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25081 members 
Mstep: Class 2 contains 80063 members 
Entering Unmasked Estep 
Score: -8382354.500000 Penalty: 5735.291016
	Iteration 31Q: 3 clusters Score -8382354 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24953 members 
Mstep: Class 2 contains 80191 members 
Entering Unmasked Estep 
Score: -8382349.000000 Penalty: 5735.291016
	Iteration 32Q: 3 clusters Score -8382349 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24826 members 
Mstep: Class 2 contains 80318 members 
Entering Unmasked Estep 
Score: -8382351.000000 Penalty: 5735.291016
	Iteration 33Q: 3 clusters Score -8382351 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24697 members 
Mstep: Class 2 contains 80447 members 
Entering Unmasked Estep 
Score: -8382366.500000 Penalty: 5735.291016
	Iteration 34Q: 3 clusters Score -8382366 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24582 members 
Mstep: Class 2 contains 80562 members 
Entering Unmasked Estep 
Score: -8382382.500000 Penalty: 5735.291016
	Iteration 35Q: 3 clusters Score -8382382 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24479 members 
Mstep: Class 2 contains 80665 members 
Entering Unmasked Estep 
Score: -8382402.000000 Penalty: 5735.291016
	Iteration 36Q: 3 clusters Score -8382402 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24391 members 
Mstep: Class 2 contains 80753 members 
Entering Unmasked Estep 
Score: -8382399.500000 Penalty: 5735.291016
	Iteration 37Q: 3 clusters Score -8382400 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24308 members 
Mstep: Class 2 contains 80836 members 
Entering Unmasked Estep 
Score: -8382388.500000 Penalty: 5735.291016
	Iteration 38Q: 3 clusters Score -8382388 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24226 members 
Mstep: Class 2 contains 80918 members 
Entering Unmasked Estep 
Score: -8382388.000000 Penalty: 5735.291016
	Iteration 39Q: 3 clusters Score -8382388 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24153 members 
Mstep: Class 2 contains 80991 members 
Entering Unmasked Estep 
Score: -8382399.000000 Penalty: 5735.291016
	Iteration 40F: 3 clusters Score -8382399 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24081 members 
Mstep: Class 2 contains 81063 members 
Entering Unmasked Estep 
Score: -8382394.500000 Penalty: 5735.291016
	Iteration 41Q: 3 clusters Score -8382394 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24015 members 
Mstep: Class 2 contains 81129 members 
Entering Unmasked Estep 
Score: -8382385.500000 Penalty: 5735.291016
	Iteration 42Q: 3 clusters Score -8382386 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23958 members 
Mstep: Class 2 contains 81186 members 
Entering Unmasked Estep 
Score: -8382407.000000 Penalty: 5735.291016
	Iteration 43Q: 3 clusters Score -8382407 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23898 members 
Mstep: Class 2 contains 81246 members 
Entering Unmasked Estep 
Score: -8382404.000000 Penalty: 5735.291016
	Iteration 44Q: 3 clusters Score -8382404 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23847 members 
Mstep: Class 2 contains 81297 members 
Entering Unmasked Estep 
Score: -8382401.500000 Penalty: 5735.291016
	Iteration 45Q: 3 clusters Score -8382402 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23799 members 
Mstep: Class 2 contains 81345 members 
Entering Unmasked Estep 
Score: -8382408.500000 Penalty: 5735.291016
	Iteration 46Q: 3 clusters Score -8382408 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23741 members 
Mstep: Class 2 contains 81403 members 
Entering Unmasked Estep 
Score: -8382406.500000 Penalty: 5735.291016
	Iteration 47Q: 3 clusters Score -8382406 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23686 members 
Mstep: Class 2 contains 81458 members 
Entering Unmasked Estep 
Score: -8382403.000000 Penalty: 5735.291016
	Iteration 48Q: 3 clusters Score -8382403 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23630 members 
Mstep: Class 2 contains 81514 members 
Entering Unmasked Estep 
Score: -8382416.500000 Penalty: 5735.291016
	Iteration 49Q: 3 clusters Score -8382416 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23577 members 
Mstep: Class 2 contains 81567 members 
Entering Unmasked Estep 
Score: -8382401.500000 Penalty: 5735.291016
	Iteration 50Q: 3 clusters Score -8382402 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23535 members 
Mstep: Class 2 contains 81609 members 
Entering Unmasked Estep 
Score: -8382408.500000 Penalty: 5735.291016
	Iteration 51Q: 3 clusters Score -8382408 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23500 members 
Mstep: Class 2 contains 81644 members 
Entering Unmasked Estep 
Score: -8382411.500000 Penalty: 5735.291016
	Iteration 52Q: 3 clusters Score -8382412 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23457 members 
Mstep: Class 2 contains 81687 members 
Entering Unmasked Estep 
Score: -8382416.000000 Penalty: 5735.291016
	Iteration 53Q: 3 clusters Score -8382416 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23411 members 
Mstep: Class 2 contains 81733 members 
Entering Unmasked Estep 
Score: -8382423.000000 Penalty: 5735.291016
	Iteration 54Q: 3 clusters Score -8382423 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23370 members 
Mstep: Class 2 contains 81774 members 
Entering Unmasked Estep 
Score: -8382404.000000 Penalty: 5735.291016
	Iteration 55Q: 3 clusters Score -8382404 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23327 members 
Mstep: Class 2 contains 81817 members 
Entering Unmasked Estep 
Score: -8382403.500000 Penalty: 5735.291016
	Iteration 56Q: 3 clusters Score -8382404 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23285 members 
Mstep: Class 2 contains 81859 members 
Entering Unmasked Estep 
Score: -8382413.500000 Penalty: 5735.291016
	Iteration 57Q: 3 clusters Score -8382414 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23243 members 
Mstep: Class 2 contains 81901 members 
Entering Unmasked Estep 
Score: -8382408.500000 Penalty: 5735.291016
	Iteration 58Q: 3 clusters Score -8382408 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23196 members 
Mstep: Class 2 contains 81948 members 
Entering Unmasked Estep 
Score: -8382411.500000 Penalty: 5735.291016
	Iteration 59Q: 3 clusters Score -8382412 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23157 members 
Mstep: Class 2 contains 81987 members 
Entering Unmasked Estep 
Score: -8382403.500000 Penalty: 5735.291016
	Iteration 60F: 3 clusters Score -8382404 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23112 members 
Mstep: Class 2 contains 82032 members 
Entering Unmasked Estep 
Score: -8382401.500000 Penalty: 5735.291016
	Iteration 61Q: 3 clusters Score -8382402 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23055 members 
Mstep: Class 2 contains 82089 members 
Entering Unmasked Estep 
Score: -8382418.000000 Penalty: 5735.291016
	Iteration 62Q: 3 clusters Score -8382418 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23009 members 
Mstep: Class 2 contains 82135 members 
Entering Unmasked Estep 
Score: -8382413.500000 Penalty: 5735.291016
	Iteration 63Q: 3 clusters Score -8382414 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22969 members 
Mstep: Class 2 contains 82175 members 
Entering Unmasked Estep 
Score: -8382397.000000 Penalty: 5735.291016
	Iteration 64Q: 3 clusters Score -8382397 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22926 members 
Mstep: Class 2 contains 82218 members 
Entering Unmasked Estep 
Score: -8382404.000000 Penalty: 5735.291016
	Iteration 65Q: 3 clusters Score -8382404 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22870 members 
Mstep: Class 2 contains 82274 members 
Entering Unmasked Estep 
Score: -8382415.500000 Penalty: 5735.291016
	Iteration 66Q: 3 clusters Score -8382416 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22799 members 
Mstep: Class 2 contains 82345 members 
Entering Unmasked Estep 
Score: -8382428.000000 Penalty: 5735.291016
	Iteration 67Q: 3 clusters Score -8382428 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22724 members 
Mstep: Class 2 contains 82420 members 
Entering Unmasked Estep 
Score: -8382438.000000 Penalty: 5735.291016
	Iteration 68Q: 3 clusters Score -8382438 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22657 members 
Mstep: Class 2 contains 82487 members 
Entering Unmasked Estep 
Score: -8382444.500000 Penalty: 5735.291016
	Iteration 69Q: 3 clusters Score -8382444 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22581 members 
Mstep: Class 2 contains 82563 members 
Entering Unmasked Estep 
Score: -8382456.500000 Penalty: 5735.291016
	Iteration 70Q: 3 clusters Score -8382456 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22497 members 
Mstep: Class 2 contains 82647 members 
Entering Unmasked Estep 
Score: -8382443.500000 Penalty: 5735.291016
	Iteration 71Q: 3 clusters Score -8382444 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22428 members 
Mstep: Class 2 contains 82716 members 
Entering Unmasked Estep 
Score: -8382446.000000 Penalty: 5735.291016
	Iteration 72Q: 3 clusters Score -8382446 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22353 members 
Mstep: Class 2 contains 82791 members 
Entering Unmasked Estep 
Score: -8382453.500000 Penalty: 5735.291016
	Iteration 73Q: 3 clusters Score -8382454 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22284 members 
Mstep: Class 2 contains 82860 members 
Entering Unmasked Estep 
Score: -8382450.000000 Penalty: 5735.291016
	Iteration 74Q: 3 clusters Score -8382450 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22226 members 
Mstep: Class 2 contains 82918 members 
Entering Unmasked Estep 
Score: -8382454.500000 Penalty: 5735.291016
	Iteration 75Q: 3 clusters Score -8382454 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22173 members 
Mstep: Class 2 contains 82971 members 
Entering Unmasked Estep 
Score: -8382449.000000 Penalty: 5735.291016
	Iteration 76Q: 3 clusters Score -8382449 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22121 members 
Mstep: Class 2 contains 83023 members 
Entering Unmasked Estep 
Score: -8382460.000000 Penalty: 5735.291016
	Iteration 77Q: 3 clusters Score -8382460 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22075 members 
Mstep: Class 2 contains 83069 members 
Entering Unmasked Estep 
Score: -8382456.000000 Penalty: 5735.291016
	Iteration 78Q: 3 clusters Score -8382456 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22032 members 
Mstep: Class 2 contains 83112 members 
Entering Unmasked Estep 
Score: -8382453.500000 Penalty: 5735.291016
	Iteration 79Q: 3 clusters Score -8382454 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22001 members 
Mstep: Class 2 contains 83143 members 
Entering Unmasked Estep 
Score: -8382465.500000 Penalty: 5735.291016
	Iteration 80F: 3 clusters Score -8382466 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21967 members 
Mstep: Class 2 contains 83177 members 
Entering Unmasked Estep 
Score: -8382458.500000 Penalty: 5735.291016
	Iteration 81Q: 3 clusters Score -8382458 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21935 members 
Mstep: Class 2 contains 83209 members 
Entering Unmasked Estep 
Score: -8382462.500000 Penalty: 5735.291016
	Iteration 82Q: 3 clusters Score -8382462 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21899 members 
Mstep: Class 2 contains 83245 members 
Entering Unmasked Estep 
Score: -8382473.500000 Penalty: 5735.291016
	Iteration 83Q: 3 clusters Score -8382474 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21872 members 
Mstep: Class 2 contains 83272 members 
Entering Unmasked Estep 
Score: -8382482.500000 Penalty: 5735.291016
	Iteration 84Q: 3 clusters Score -8382482 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21838 members 
Mstep: Class 2 contains 83306 members 
Entering Unmasked Estep 
Score: -8382483.000000 Penalty: 5735.291016
	Iteration 85Q: 3 clusters Score -8382483 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21806 members 
Mstep: Class 2 contains 83338 members 
Entering Unmasked Estep 
Score: -8382485.500000 Penalty: 5735.291016
	Iteration 86Q: 3 clusters Score -8382486 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21773 members 
Mstep: Class 2 contains 83371 members 
Entering Unmasked Estep 
Score: -8382486.000000 Penalty: 5735.291016
	Iteration 87Q: 3 clusters Score -8382486 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21735 members 
Mstep: Class 2 contains 83409 members 
Entering Unmasked Estep 
Score: -8382470.500000 Penalty: 5735.291016
	Iteration 88Q: 3 clusters Score -8382470 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21697 members 
Mstep: Class 2 contains 83447 members 
Entering Unmasked Estep 
Score: -8382471.000000 Penalty: 5735.291016
	Iteration 89Q: 3 clusters Score -8382471 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21665 members 
Mstep: Class 2 contains 83479 members 
Entering Unmasked Estep 
Score: -8382477.500000 Penalty: 5735.291016
	Iteration 90Q: 3 clusters Score -8382478 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21634 members 
Mstep: Class 2 contains 83510 members 
Entering Unmasked Estep 
Score: -8382470.500000 Penalty: 5735.291016
	Iteration 91Q: 3 clusters Score -8382470 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21597 members 
Mstep: Class 2 contains 83547 members 
Entering Unmasked Estep 
Score: -8382487.500000 Penalty: 5735.291016
	Iteration 92Q: 3 clusters Score -8382488 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21565 members 
Mstep: Class 2 contains 83579 members 
Entering Unmasked Estep 
Score: -8382483.000000 Penalty: 5735.291016
	Iteration 93Q: 3 clusters Score -8382483 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21536 members 
Mstep: Class 2 contains 83608 members 
Entering Unmasked Estep 
Score: -8382487.500000 Penalty: 5735.291016
	Iteration 94Q: 3 clusters Score -8382488 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21504 members 
Mstep: Class 2 contains 83640 members 
Entering Unmasked Estep 
Score: -8382503.000000 Penalty: 5735.291016
	Iteration 95Q: 3 clusters Score -8382503 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21474 members 
Mstep: Class 2 contains 83670 members 
Entering Unmasked Estep 
Score: -8382508.000000 Penalty: 5735.291016
	Iteration 96Q: 3 clusters Score -8382508 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21449 members 
Mstep: Class 2 contains 83695 members 
Entering Unmasked Estep 
Score: -8382510.000000 Penalty: 5735.291016
	Iteration 97Q: 3 clusters Score -8382510 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21423 members 
Mstep: Class 2 contains 83721 members 
Entering Unmasked Estep 
Score: -8382510.500000 Penalty: 5735.291016
	Iteration 98Q: 3 clusters Score -8382510 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21399 members 
Mstep: Class 2 contains 83745 members 
Entering Unmasked Estep 
Score: -8382523.500000 Penalty: 5735.291016
	Iteration 99Q: 3 clusters Score -8382524 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21376 members 
Mstep: Class 2 contains 83768 members 
Entering Unmasked Estep 
Score: -8382522.000000 Penalty: 5735.291016
	Iteration 100F: 3 clusters Score -8382522 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21351 members 
Mstep: Class 2 contains 83793 members 
Entering Unmasked Estep 
Score: -8382519.500000 Penalty: 5735.291016
	Iteration 101Q: 3 clusters Score -8382520 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21329 members 
Mstep: Class 2 contains 83815 members 
Entering Unmasked Estep 
Score: -8382528.500000 Penalty: 5735.291016
	Iteration 102Q: 3 clusters Score -8382528 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21305 members 
Mstep: Class 2 contains 83839 members 
Entering Unmasked Estep 
Score: -8382517.000000 Penalty: 5735.291016
	Iteration 103Q: 3 clusters Score -8382517 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21284 members 
Mstep: Class 2 contains 83860 members 
Entering Unmasked Estep 
Score: -8382512.500000 Penalty: 5735.291016
	Iteration 104Q: 3 clusters Score -8382512 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21268 members 
Mstep: Class 2 contains 83876 members 
Entering Unmasked Estep 
Score: -8382515.500000 Penalty: 5735.291016
	Iteration 105Q: 3 clusters Score -8382516 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21258 members 
Mstep: Class 2 contains 83886 members 
Entering Unmasked Estep 
Score: -8382516.000000 Penalty: 5735.291016
	Iteration 106Q: 3 clusters Score -8382516 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21242 members 
Mstep: Class 2 contains 83902 members 
Entering Unmasked Estep 
Score: -8382528.500000 Penalty: 5735.291016
	Iteration 107Q: 3 clusters Score -8382528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21234 members 
Mstep: Class 2 contains 83910 members 
Entering Unmasked Estep 
Score: -8382520.500000 Penalty: 5735.291016
	Iteration 108Q: 3 clusters Score -8382520 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21223 members 
Mstep: Class 2 contains 83921 members 
Entering Unmasked Estep 
Score: -8382528.500000 Penalty: 5735.291016
	Iteration 109Q: 3 clusters Score -8382528 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21213 members 
Mstep: Class 2 contains 83931 members 
Entering Unmasked Estep 
Score: -8382525.000000 Penalty: 5735.291016
	Iteration 110Q: 3 clusters Score -8382525 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21207 members 
Mstep: Class 2 contains 83937 members 
Entering Unmasked Estep 
Score: -8382527.000000 Penalty: 5735.291016
	Iteration 111Q: 3 clusters Score -8382527 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21204 members 
Mstep: Class 2 contains 83940 members 
Entering Unmasked Estep 
Score: -8382531.500000 Penalty: 5735.291016
	Iteration 112Q: 3 clusters Score -8382532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21203 members 
Mstep: Class 2 contains 83941 members 
Entering Unmasked Estep 
Score: -8382532.500000 Penalty: 5735.291016
	Iteration 113Q: 3 clusters Score -8382532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21202 members 
Mstep: Class 2 contains 83942 members 
Entering Unmasked Estep 
Score: -8382533.500000 Penalty: 5735.291016
	Iteration 114Q: 3 clusters Score -8382534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21201 members 
Mstep: Class 2 contains 83943 members 
Entering Unmasked Estep 
Score: -8382526.500000 Penalty: 5735.291016
	Iteration 115Q: 3 clusters Score -8382526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21200 members 
Mstep: Class 2 contains 83944 members 
Entering Unmasked Estep 
Score: -8382528.000000 Penalty: 5735.291016
	Iteration 116Q: 3 clusters Score -8382528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21199 members 
Mstep: Class 2 contains 83945 members 
Entering Unmasked Estep 
Score: -8382532.000000 Penalty: 5735.291016
	Iteration 117Q: 3 clusters Score -8382532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21198 members 
Mstep: Class 2 contains 83946 members 
Entering Unmasked Estep 
Score: -8382530.000000 Penalty: 5735.291016
	Iteration 118Q: 3 clusters Score -8382530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21196 members 
Mstep: Class 2 contains 83948 members 
Entering Unmasked Estep 
Score: -8382538.500000 Penalty: 5735.291016
	Iteration 119Q: 3 clusters Score -8382538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21193 members 
Mstep: Class 2 contains 83951 members 
Entering Unmasked Estep 
Score: -8382535.000000 Penalty: 5735.291016
	Iteration 120F: 3 clusters Score -8382535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21190 members 
Mstep: Class 2 contains 83954 members 
Entering Unmasked Estep 
Score: -8382534.500000 Penalty: 5735.291016
	Iteration 121Q: 3 clusters Score -8382534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21186 members 
Mstep: Class 2 contains 83958 members 
Entering Unmasked Estep 
Score: -8382535.500000 Penalty: 5735.291016
	Iteration 122Q: 3 clusters Score -8382536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21184 members 
Mstep: Class 2 contains 83960 members 
Entering Unmasked Estep 
Score: -8382533.500000 Penalty: 5735.291016
	Iteration 123Q: 3 clusters Score -8382534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21184 members 
Mstep: Class 2 contains 83960 members 
Entering Unmasked Estep 
Score: -8382533.500000 Penalty: 5735.291016
	Iteration 124F: 3 clusters Score -8382534 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (73283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73283 members 
Entering Unmasked Estep 
Score: -5911649.000000 Penalty: 2778.116699
	Iteration 0F: 2 clusters Score -5911649 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36714 members 
Mstep: Class 2 contains 36569 members 
Entering Unmasked Estep 
Score: -5862334.000000 Penalty: 5556.233398
	Iteration 0F: 3 clusters Score -5862334 nChanged 34420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38100 members 
Mstep: Class 2 contains 35183 members 
Entering Unmasked Estep 
Score: -5882737.500000 Penalty: 5556.233398
	Iteration 1F: 3 clusters Score -5882738 nChanged 3972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39330 members 
Mstep: Class 2 contains 33953 members 
Entering Unmasked Estep 
Score: -5884729.500000 Penalty: 5556.233398
	Iteration 2F: 3 clusters Score -5884730 nChanged 4767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41211 members 
Mstep: Class 2 contains 32072 members 
Entering Unmasked Estep 
Score: -5887731.500000 Penalty: 5556.233398
	Iteration 3F: 3 clusters Score -5887732 nChanged 5682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43753 members 
Mstep: Class 2 contains 29530 members 
Entering Unmasked Estep 
Score: -5891776.000000 Penalty: 5556.233398
	Iteration 4F: 3 clusters Score -5891776 nChanged 5836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46593 members 
Mstep: Class 2 contains 26690 members 
Entering Unmasked Estep 
Score: -5895807.500000 Penalty: 5556.233398
	Iteration 5F: 3 clusters Score -5895808 nChanged 4943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49050 members 
Mstep: Class 2 contains 24233 members 
Entering Unmasked Estep 
Score: -5898766.500000 Penalty: 5556.233398
	Iteration 6F: 3 clusters Score -5898766 nChanged 3822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51124 members 
Mstep: Class 2 contains 22159 members 
Entering Unmasked Estep 
Score: -5900613.500000 Penalty: 5556.233398
	Iteration 7F: 3 clusters Score -5900614 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52835 members 
Mstep: Class 2 contains 20448 members 
Entering Unmasked Estep 
Score: -5901868.000000 Penalty: 5556.233398
	Iteration 8Q: 3 clusters Score -5901868 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54349 members 
Mstep: Class 2 contains 18934 members 
Entering Unmasked Estep 
Score: -5902830.500000 Penalty: 5556.233398
	Iteration 9Q: 3 clusters Score -5902830 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55749 members 
Mstep: Class 2 contains 17534 members 
Entering Unmasked Estep 
Score: -5903745.000000 Penalty: 5556.233398
	Iteration 10Q: 3 clusters Score -5903745 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57100 members 
Mstep: Class 2 contains 16183 members 
Entering Unmasked Estep 
Score: -5904648.500000 Penalty: 5556.233398
	Iteration 11Q: 3 clusters Score -5904648 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58345 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -5905583.000000 Penalty: 5556.233398
	Iteration 12Q: 3 clusters Score -5905583 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59370 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -5906394.500000 Penalty: 5556.233398
	Iteration 13Q: 3 clusters Score -5906394 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60189 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -5906989.000000 Penalty: 5556.233398
	Iteration 14Q: 3 clusters Score -5906989 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60938 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -5907497.500000 Penalty: 5556.233398
	Iteration 15Q: 3 clusters Score -5907498 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61567 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -5907830.500000 Penalty: 5556.233398
	Iteration 16Q: 3 clusters Score -5907830 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62139 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -5908101.500000 Penalty: 5556.233398
	Iteration 17Q: 3 clusters Score -5908102 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62686 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -5908324.000000 Penalty: 5556.233398
	Iteration 18Q: 3 clusters Score -5908324 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63188 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -5908473.000000 Penalty: 5556.233398
	Iteration 19Q: 3 clusters Score -5908473 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63649 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -5908621.500000 Penalty: 5556.233398
	Iteration 20F: 3 clusters Score -5908622 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64092 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -5908795.000000 Penalty: 5556.233398
	Iteration 21Q: 3 clusters Score -5908795 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64521 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -5908968.500000 Penalty: 5556.233398
	Iteration 22Q: 3 clusters Score -5908968 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64926 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -5909145.500000 Penalty: 5556.233398
	Iteration 23Q: 3 clusters Score -5909146 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65299 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -5909262.000000 Penalty: 5556.233398
	Iteration 24Q: 3 clusters Score -5909262 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65612 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -5909382.500000 Penalty: 5556.233398
	Iteration 25Q: 3 clusters Score -5909382 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65888 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -5909461.000000 Penalty: 5556.233398
	Iteration 26Q: 3 clusters Score -5909461 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66136 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -5909531.500000 Penalty: 5556.233398
	Iteration 27Q: 3 clusters Score -5909532 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66365 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -5909581.000000 Penalty: 5556.233398
	Iteration 28Q: 3 clusters Score -5909581 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66559 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -5909620.000000 Penalty: 5556.233398
	Iteration 29Q: 3 clusters Score -5909620 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66740 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -5909642.000000 Penalty: 5556.233398
	Iteration 30Q: 3 clusters Score -5909642 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66868 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -5909671.000000 Penalty: 5556.233398
	Iteration 31Q: 3 clusters Score -5909671 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66976 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -5909696.500000 Penalty: 5556.233398
	Iteration 32Q: 3 clusters Score -5909696 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67076 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -5909699.000000 Penalty: 5556.233398
	Iteration 33Q: 3 clusters Score -5909699 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67147 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -5909719.500000 Penalty: 5556.233398
	Iteration 34Q: 3 clusters Score -5909720 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67218 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -5909735.000000 Penalty: 5556.233398
	Iteration 35Q: 3 clusters Score -5909735 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67294 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -5909735.500000 Penalty: 5556.233398
	Iteration 36Q: 3 clusters Score -5909736 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67373 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -5909759.500000 Penalty: 5556.233398
	Iteration 37Q: 3 clusters Score -5909760 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67449 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -5909761.000000 Penalty: 5556.233398
	Iteration 38Q: 3 clusters Score -5909761 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67518 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -5909757.000000 Penalty: 5556.233398
	Iteration 39Q: 3 clusters Score -5909757 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67574 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -5909776.500000 Penalty: 5556.233398
	Iteration 40F: 3 clusters Score -5909776 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67634 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -5909767.000000 Penalty: 5556.233398
	Iteration 41Q: 3 clusters Score -5909767 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67675 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -5909771.500000 Penalty: 5556.233398
	Iteration 42Q: 3 clusters Score -5909772 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67709 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -5909777.500000 Penalty: 5556.233398
	Iteration 43Q: 3 clusters Score -5909778 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67743 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -5909803.500000 Penalty: 5556.233398
	Iteration 44Q: 3 clusters Score -5909804 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67770 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -5909794.000000 Penalty: 5556.233398
	Iteration 45Q: 3 clusters Score -5909794 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67788 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -5909791.500000 Penalty: 5556.233398
	Iteration 46Q: 3 clusters Score -5909792 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67805 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -5909803.500000 Penalty: 5556.233398
	Iteration 47Q: 3 clusters Score -5909804 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67825 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -5909800.500000 Penalty: 5556.233398
	Iteration 48Q: 3 clusters Score -5909800 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67843 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -5909805.000000 Penalty: 5556.233398
	Iteration 49Q: 3 clusters Score -5909805 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67858 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -5909806.000000 Penalty: 5556.233398
	Iteration 50Q: 3 clusters Score -5909806 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67866 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -5909811.000000 Penalty: 5556.233398
	Iteration 51Q: 3 clusters Score -5909811 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67869 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -5909807.000000 Penalty: 5556.233398
	Iteration 52Q: 3 clusters Score -5909807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67874 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -5909815.000000 Penalty: 5556.233398
	Iteration 53Q: 3 clusters Score -5909815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67878 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -5909809.000000 Penalty: 5556.233398
	Iteration 54Q: 3 clusters Score -5909809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67880 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -5909810.500000 Penalty: 5556.233398
	Iteration 55Q: 3 clusters Score -5909810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67882 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -5909812.000000 Penalty: 5556.233398
	Iteration 56Q: 3 clusters Score -5909812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67883 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -5909813.500000 Penalty: 5556.233398
	Iteration 57Q: 3 clusters Score -5909814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67883 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -5909813.500000 Penalty: 5556.233398
	Iteration 58F: 3 clusters Score -5909814 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (89056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89056 members 
Entering Unmasked Estep 
Score: -7202039.500000 Penalty: 2826.460938
	Iteration 0F: 2 clusters Score -7202040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44560 members 
Mstep: Class 2 contains 44496 members 
Entering Unmasked Estep 
Score: -7142778.500000 Penalty: 5652.921875
	Iteration 0F: 3 clusters Score -7142778 nChanged 41785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44233 members 
Mstep: Class 2 contains 44823 members 
Entering Unmasked Estep 
Score: -7166385.500000 Penalty: 5652.921875
	Iteration 1F: 3 clusters Score -7166386 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44181 members 
Mstep: Class 2 contains 44875 members 
Entering Unmasked Estep 
Score: -7167125.000000 Penalty: 5652.921875
	Iteration 2Q: 3 clusters Score -7167125 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44151 members 
Mstep: Class 2 contains 44905 members 
Entering Unmasked Estep 
Score: -7167809.500000 Penalty: 5652.921875
	Iteration 3Q: 3 clusters Score -7167810 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44105 members 
Mstep: Class 2 contains 44951 members 
Entering Unmasked Estep 
Score: -7168548.500000 Penalty: 5652.921875
	Iteration 4Q: 3 clusters Score -7168548 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44137 members 
Mstep: Class 2 contains 44919 members 
Entering Unmasked Estep 
Score: -7169453.500000 Penalty: 5652.921875
	Iteration 5Q: 3 clusters Score -7169454 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44330 members 
Mstep: Class 2 contains 44726 members 
Entering Unmasked Estep 
Score: -7170519.000000 Penalty: 5652.921875
	Iteration 6Q: 3 clusters Score -7170519 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44565 members 
Mstep: Class 2 contains 44491 members 
Entering Unmasked Estep 
Score: -7171894.000000 Penalty: 5652.921875
	Iteration 7Q: 3 clusters Score -7171894 nChanged 3966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45041 members 
Mstep: Class 2 contains 44015 members 
Entering Unmasked Estep 
Score: -7173573.500000 Penalty: 5652.921875
	Iteration 8Q: 3 clusters Score -7173574 nChanged 4345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45796 members 
Mstep: Class 2 contains 43260 members 
Entering Unmasked Estep 
Score: -7175911.000000 Penalty: 5652.921875
	Iteration 9Q: 3 clusters Score -7175911 nChanged 4838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46730 members 
Mstep: Class 2 contains 42326 members 
Entering Unmasked Estep 
Score: -7178819.500000 Penalty: 5652.921875
	Iteration 10F: 3 clusters Score -7178820 nChanged 5052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47750 members 
Mstep: Class 2 contains 41306 members 
Entering Unmasked Estep 
Score: -7182176.500000 Penalty: 5652.921875
	Iteration 11F: 3 clusters Score -7182176 nChanged 4800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48818 members 
Mstep: Class 2 contains 40238 members 
Entering Unmasked Estep 
Score: -7185066.500000 Penalty: 5652.921875
	Iteration 12F: 3 clusters Score -7185066 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49774 members 
Mstep: Class 2 contains 39282 members 
Entering Unmasked Estep 
Score: -7186584.000000 Penalty: 5652.921875
	Iteration 13Q: 3 clusters Score -7186584 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50655 members 
Mstep: Class 2 contains 38401 members 
Entering Unmasked Estep 
Score: -7187299.500000 Penalty: 5652.921875
	Iteration 14Q: 3 clusters Score -7187300 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51445 members 
Mstep: Class 2 contains 37611 members 
Entering Unmasked Estep 
Score: -7187718.000000 Penalty: 5652.921875
	Iteration 15Q: 3 clusters Score -7187718 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52205 members 
Mstep: Class 2 contains 36851 members 
Entering Unmasked Estep 
Score: -7188093.500000 Penalty: 5652.921875
	Iteration 16Q: 3 clusters Score -7188094 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53020 members 
Mstep: Class 2 contains 36036 members 
Entering Unmasked Estep 
Score: -7188453.000000 Penalty: 5652.921875
	Iteration 17Q: 3 clusters Score -7188453 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53858 members 
Mstep: Class 2 contains 35198 members 
Entering Unmasked Estep 
Score: -7188818.500000 Penalty: 5652.921875
	Iteration 18Q: 3 clusters Score -7188818 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54731 members 
Mstep: Class 2 contains 34325 members 
Entering Unmasked Estep 
Score: -7189212.000000 Penalty: 5652.921875
	Iteration 19Q: 3 clusters Score -7189212 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55708 members 
Mstep: Class 2 contains 33348 members 
Entering Unmasked Estep 
Score: -7189616.000000 Penalty: 5652.921875
	Iteration 20F: 3 clusters Score -7189616 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56761 members 
Mstep: Class 2 contains 32295 members 
Entering Unmasked Estep 
Score: -7189996.000000 Penalty: 5652.921875
	Iteration 21Q: 3 clusters Score -7189996 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57864 members 
Mstep: Class 2 contains 31192 members 
Entering Unmasked Estep 
Score: -7190447.500000 Penalty: 5652.921875
	Iteration 22Q: 3 clusters Score -7190448 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58956 members 
Mstep: Class 2 contains 30100 members 
Entering Unmasked Estep 
Score: -7190815.500000 Penalty: 5652.921875
	Iteration 23Q: 3 clusters Score -7190816 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60037 members 
Mstep: Class 2 contains 29019 members 
Entering Unmasked Estep 
Score: -7191138.000000 Penalty: 5652.921875
	Iteration 24Q: 3 clusters Score -7191138 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61106 members 
Mstep: Class 2 contains 27950 members 
Entering Unmasked Estep 
Score: -7191457.000000 Penalty: 5652.921875
	Iteration 25Q: 3 clusters Score -7191457 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62195 members 
Mstep: Class 2 contains 26861 members 
Entering Unmasked Estep 
Score: -7191876.500000 Penalty: 5652.921875
	Iteration 26Q: 3 clusters Score -7191876 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63323 members 
Mstep: Class 2 contains 25733 members 
Entering Unmasked Estep 
Score: -7192196.000000 Penalty: 5652.921875
	Iteration 27Q: 3 clusters Score -7192196 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64441 members 
Mstep: Class 2 contains 24615 members 
Entering Unmasked Estep 
Score: -7192470.500000 Penalty: 5652.921875
	Iteration 28Q: 3 clusters Score -7192470 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65525 members 
Mstep: Class 2 contains 23531 members 
Entering Unmasked Estep 
Score: -7192716.500000 Penalty: 5652.921875
	Iteration 29Q: 3 clusters Score -7192716 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66626 members 
Mstep: Class 2 contains 22430 members 
Entering Unmasked Estep 
Score: -7193019.000000 Penalty: 5652.921875
	Iteration 30Q: 3 clusters Score -7193019 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67735 members 
Mstep: Class 2 contains 21321 members 
Entering Unmasked Estep 
Score: -7193292.500000 Penalty: 5652.921875
	Iteration 31Q: 3 clusters Score -7193292 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68871 members 
Mstep: Class 2 contains 20185 members 
Entering Unmasked Estep 
Score: -7193646.000000 Penalty: 5652.921875
	Iteration 32Q: 3 clusters Score -7193646 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69989 members 
Mstep: Class 2 contains 19067 members 
Entering Unmasked Estep 
Score: -7193956.500000 Penalty: 5652.921875
	Iteration 33Q: 3 clusters Score -7193956 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71119 members 
Mstep: Class 2 contains 17937 members 
Entering Unmasked Estep 
Score: -7194305.500000 Penalty: 5652.921875
	Iteration 34Q: 3 clusters Score -7194306 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72214 members 
Mstep: Class 2 contains 16842 members 
Entering Unmasked Estep 
Score: -7194596.000000 Penalty: 5652.921875
	Iteration 35Q: 3 clusters Score -7194596 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73309 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
Score: -7194922.500000 Penalty: 5652.921875
	Iteration 36Q: 3 clusters Score -7194922 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74412 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -7195258.000000 Penalty: 5652.921875
	Iteration 37Q: 3 clusters Score -7195258 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75456 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -7195567.000000 Penalty: 5652.921875
	Iteration 38Q: 3 clusters Score -7195567 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76513 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -7195897.000000 Penalty: 5652.921875
	Iteration 39Q: 3 clusters Score -7195897 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77517 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -7196271.000000 Penalty: 5652.921875
	Iteration 40F: 3 clusters Score -7196271 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78476 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -7196589.000000 Penalty: 5652.921875
	Iteration 41Q: 3 clusters Score -7196589 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79412 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -7196929.000000 Penalty: 5652.921875
	Iteration 42Q: 3 clusters Score -7196929 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80310 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -7197271.500000 Penalty: 5652.921875
	Iteration 43Q: 3 clusters Score -7197272 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81146 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -7197597.500000 Penalty: 5652.921875
	Iteration 44Q: 3 clusters Score -7197598 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81936 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -7197924.500000 Penalty: 5652.921875
	Iteration 45Q: 3 clusters Score -7197924 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82662 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -7198237.000000 Penalty: 5652.921875
	Iteration 46Q: 3 clusters Score -7198237 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83334 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -7198521.000000 Penalty: 5652.921875
	Iteration 47Q: 3 clusters Score -7198521 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83978 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -7198735.000000 Penalty: 5652.921875
	Iteration 48Q: 3 clusters Score -7198735 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84507 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -7198942.000000 Penalty: 5652.921875
	Iteration 49Q: 3 clusters Score -7198942 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84958 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -7199125.500000 Penalty: 5652.921875
	Iteration 50Q: 3 clusters Score -7199126 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85349 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -7199272.000000 Penalty: 5652.921875
	Iteration 51Q: 3 clusters Score -7199272 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85679 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -7199426.500000 Penalty: 5652.921875
	Iteration 52Q: 3 clusters Score -7199426 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86002 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -7199565.500000 Penalty: 5652.921875
	Iteration 53Q: 3 clusters Score -7199566 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86263 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -7199665.500000 Penalty: 5652.921875
	Iteration 54Q: 3 clusters Score -7199666 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86466 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -7199753.000000 Penalty: 5652.921875
	Iteration 55Q: 3 clusters Score -7199753 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86609 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -7199824.500000 Penalty: 5652.921875
	Iteration 56Q: 3 clusters Score -7199824 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86712 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -7199851.500000 Penalty: 5652.921875
	Iteration 57Q: 3 clusters Score -7199852 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86796 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -7199873.000000 Penalty: 5652.921875
	Iteration 58Q: 3 clusters Score -7199873 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86882 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -7199909.000000 Penalty: 5652.921875
	Iteration 59Q: 3 clusters Score -7199909 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86956 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -7199927.500000 Penalty: 5652.921875
	Iteration 60F: 3 clusters Score -7199928 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87026 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -7199949.000000 Penalty: 5652.921875
	Iteration 61Q: 3 clusters Score -7199949 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87084 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -7199959.500000 Penalty: 5652.921875
	Iteration 62Q: 3 clusters Score -7199960 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87123 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -7199955.000000 Penalty: 5652.921875
	Iteration 63Q: 3 clusters Score -7199955 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87162 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -7199962.000000 Penalty: 5652.921875
	Iteration 64Q: 3 clusters Score -7199962 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87202 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -7199968.500000 Penalty: 5652.921875
	Iteration 65Q: 3 clusters Score -7199968 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87234 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -7199982.000000 Penalty: 5652.921875
	Iteration 66Q: 3 clusters Score -7199982 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87269 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -7200000.000000 Penalty: 5652.921875
	Iteration 67Q: 3 clusters Score -7200000 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87290 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -7200015.000000 Penalty: 5652.921875
	Iteration 68Q: 3 clusters Score -7200015 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87309 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -7200010.000000 Penalty: 5652.921875
	Iteration 69Q: 3 clusters Score -7200010 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87324 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -7200014.000000 Penalty: 5652.921875
	Iteration 70Q: 3 clusters Score -7200014 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87344 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -7200006.500000 Penalty: 5652.921875
	Iteration 71Q: 3 clusters Score -7200006 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87361 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -7200011.500000 Penalty: 5652.921875
	Iteration 72Q: 3 clusters Score -7200012 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87371 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -7200022.000000 Penalty: 5652.921875
	Iteration 73Q: 3 clusters Score -7200022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87374 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -7200016.000000 Penalty: 5652.921875
	Iteration 74Q: 3 clusters Score -7200016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87374 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -7200016.000000 Penalty: 5652.921875
	Iteration 75F: 3 clusters Score -7200016 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Entering Unmasked Estep 
Score: -141837.343750 Penalty: 1900.291992
	Iteration 0F: 2 clusters Score -141837.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -139152.921875 Penalty: 3800.583984
	Iteration 0F: 3 clusters Score -139152.9 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -139824.312500 Penalty: 3800.583984
	Iteration 1F: 3 clusters Score -139824.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -140095.671875 Penalty: 3800.583984
	Iteration 2F: 3 clusters Score -140095.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -140321.484375 Penalty: 3800.583984
	Iteration 3F: 3 clusters Score -140321.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -140480.453125 Penalty: 3800.583984
	Iteration 4F: 3 clusters Score -140480.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -140573.046875 Penalty: 3800.583984
	Iteration 5Q: 3 clusters Score -140573 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -140642.640625 Penalty: 3800.583984
	Iteration 6Q: 3 clusters Score -140642.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -140686.015625 Penalty: 3800.583984
	Iteration 7Q: 3 clusters Score -140686 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -140720.468750 Penalty: 3800.583984
	Iteration 8Q: 3 clusters Score -140720.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -140740.750000 Penalty: 3800.583984
	Iteration 9Q: 3 clusters Score -140740.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -140764.406250 Penalty: 3800.583984
	Iteration 10Q: 3 clusters Score -140764.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -140779.109375 Penalty: 3800.583984
	Iteration 11Q: 3 clusters Score -140779.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -140790.453125 Penalty: 3800.583984
	Iteration 12Q: 3 clusters Score -140790.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -140803.046875 Penalty: 3800.583984
	Iteration 13Q: 3 clusters Score -140803 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -140809.562500 Penalty: 3800.583984
	Iteration 14Q: 3 clusters Score -140809.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -140818.453125 Penalty: 3800.583984
	Iteration 15Q: 3 clusters Score -140818.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -140832.156250 Penalty: 3800.583984
	Iteration 16Q: 3 clusters Score -140832.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -140843.859375 Penalty: 3800.583984
	Iteration 17Q: 3 clusters Score -140843.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -140855.968750 Penalty: 3800.583984
	Iteration 18Q: 3 clusters Score -140856 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -140868.125000 Penalty: 3800.583984
	Iteration 19Q: 3 clusters Score -140868.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -140881.968750 Penalty: 3800.583984
	Iteration 20F: 3 clusters Score -140882 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -140891.609375 Penalty: 3800.583984
	Iteration 21Q: 3 clusters Score -140891.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -140896.359375 Penalty: 3800.583984
	Iteration 22Q: 3 clusters Score -140896.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -140899.609375 Penalty: 3800.583984
	Iteration 23Q: 3 clusters Score -140899.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -140900.515625 Penalty: 3800.583984
	Iteration 24Q: 3 clusters Score -140900.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -140900.796875 Penalty: 3800.583984
	Iteration 25Q: 3 clusters Score -140900.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -140901.875000 Penalty: 3800.583984
	Iteration 26Q: 3 clusters Score -140901.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -140902.546875 Penalty: 3800.583984
	Iteration 27Q: 3 clusters Score -140902.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -140902.546875 Penalty: 3800.583984
	Iteration 28F: 3 clusters Score -140902.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (27430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27430 members 
Entering Unmasked Estep 
Score: -2105221.000000 Penalty: 2534.409424
	Iteration 0F: 2 clusters Score -2105221 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -2086495.375000 Penalty: 5068.818848
	Iteration 0F: 3 clusters Score -2086495 nChanged 12205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -2093603.250000 Penalty: 5068.818848
	Iteration 1F: 3 clusters Score -2093603 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -2094500.125000 Penalty: 5068.818848
	Iteration 2F: 3 clusters Score -2094500 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -2095414.625000 Penalty: 5068.818848
	Iteration 3F: 3 clusters Score -2095415 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -2096441.125000 Penalty: 5068.818848
	Iteration 4F: 3 clusters Score -2096441 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16293 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -2097573.500000 Penalty: 5068.818848
	Iteration 5F: 3 clusters Score -2097574 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17609 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -2098853.250000 Penalty: 5068.818848
	Iteration 6F: 3 clusters Score -2098853 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -2100095.000000 Penalty: 5068.818848
	Iteration 7F: 3 clusters Score -2100095 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20275 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -2101190.000000 Penalty: 5068.818848
	Iteration 8F: 3 clusters Score -2101190 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21404 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -2102181.000000 Penalty: 5068.818848
	Iteration 9Q: 3 clusters Score -2102181 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22322 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -2103134.000000 Penalty: 5068.818848
	Iteration 10Q: 3 clusters Score -2103134 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22995 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -2103815.500000 Penalty: 5068.818848
	Iteration 11Q: 3 clusters Score -2103816 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23477 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -2104196.500000 Penalty: 5068.818848
	Iteration 12Q: 3 clusters Score -2104196 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23841 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -2104460.500000 Penalty: 5068.818848
	Iteration 13Q: 3 clusters Score -2104460 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24135 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -2104638.750000 Penalty: 5068.818848
	Iteration 14Q: 3 clusters Score -2104639 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24387 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -2104766.750000 Penalty: 5068.818848
	Iteration 15Q: 3 clusters Score -2104767 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24574 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -2104847.000000 Penalty: 5068.818848
	Iteration 16Q: 3 clusters Score -2104847 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24738 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -2104928.750000 Penalty: 5068.818848
	Iteration 17Q: 3 clusters Score -2104929 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24871 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -2104986.000000 Penalty: 5068.818848
	Iteration 18Q: 3 clusters Score -2104986 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24983 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -2105045.750000 Penalty: 5068.818848
	Iteration 19Q: 3 clusters Score -2105046 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25089 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -2105098.250000 Penalty: 5068.818848
	Iteration 20F: 3 clusters Score -2105098 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25181 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -2105156.000000 Penalty: 5068.818848
	Iteration 21Q: 3 clusters Score -2105156 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25275 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -2105190.000000 Penalty: 5068.818848
	Iteration 22Q: 3 clusters Score -2105190 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25340 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -2105211.750000 Penalty: 5068.818848
	Iteration 23Q: 3 clusters Score -2105212 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25394 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -2105230.750000 Penalty: 5068.818848
	Iteration 24Q: 3 clusters Score -2105231 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25436 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -2105242.750000 Penalty: 5068.818848
	Iteration 25Q: 3 clusters Score -2105243 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25475 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -2105263.000000 Penalty: 5068.818848
	Iteration 26Q: 3 clusters Score -2105263 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25514 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -2105269.750000 Penalty: 5068.818848
	Iteration 27Q: 3 clusters Score -2105270 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25547 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -2105282.500000 Penalty: 5068.818848
	Iteration 28Q: 3 clusters Score -2105282 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25572 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -2105290.750000 Penalty: 5068.818848
	Iteration 29Q: 3 clusters Score -2105291 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25588 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -2105300.000000 Penalty: 5068.818848
	Iteration 30Q: 3 clusters Score -2105300 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25600 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -2105300.750000 Penalty: 5068.818848
	Iteration 31Q: 3 clusters Score -2105301 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25614 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -2105301.750000 Penalty: 5068.818848
	Iteration 32Q: 3 clusters Score -2105302 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25623 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -2105302.750000 Penalty: 5068.818848
	Iteration 33Q: 3 clusters Score -2105303 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25632 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -2105303.750000 Penalty: 5068.818848
	Iteration 34Q: 3 clusters Score -2105304 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25640 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -2105305.750000 Penalty: 5068.818848
	Iteration 35Q: 3 clusters Score -2105306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25645 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -2105306.750000 Penalty: 5068.818848
	Iteration 36Q: 3 clusters Score -2105307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25649 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -2105305.750000 Penalty: 5068.818848
	Iteration 37Q: 3 clusters Score -2105306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25651 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -2105313.000000 Penalty: 5068.818848
	Iteration 38Q: 3 clusters Score -2105313 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25654 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -2105311.250000 Penalty: 5068.818848
	Iteration 39Q: 3 clusters Score -2105311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25657 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -2105313.250000 Penalty: 5068.818848
	Iteration 40F: 3 clusters Score -2105313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25659 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -2105315.750000 Penalty: 5068.818848
	Iteration 41Q: 3 clusters Score -2105316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25661 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -2105311.250000 Penalty: 5068.818848
	Iteration 42Q: 3 clusters Score -2105311 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25661 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -2105311.250000 Penalty: 5068.818848
	Iteration 43F: 3 clusters Score -2105311 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 3083 members 
Mstep: Class 3 contains 87472 members 
Mstep: Class 4 contains 3559 members 
Mstep: Class 5 contains 378913 members 
Mstep: Class 6 contains 4473 members 
Mstep: Class 7 contains 6227 members 
Mstep: Class 8 contains 6824 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28556 members 
Mstep: Class 11 contains 219022 members 
Mstep: Class 12 contains 49325 members 
Mstep: Class 13 contains 154259 members 
Mstep: Class 14 contains 105144 members 
Mstep: Class 15 contains 73283 members 
Mstep: Class 16 contains 89056 members 
Mstep: Class 17 contains 2127 members 
Mstep: Class 18 contains 25661 members 
Mstep: Class 19 contains 4565 members 
Mstep: Class 20 contains 8472 members 
Mstep: Class 21 contains 45389 members 
Mstep: Class 22 contains 28135 members 
Mstep: Class 23 contains 9054 members 
Mstep: Class 24 contains 7632 members 
Mstep: Class 25 contains 24483 members 
Mstep: Class 26 contains 15613 members 
Mstep: Class 27 contains 6083 members 
Mstep: Class 28 contains 7818 members 
Mstep: Class 29 contains 3639 members 
Mstep: Class 30 contains 10045 members 
Mstep: Class 31 contains 25322 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9766 members 
Mstep: Class 34 contains 1769 members 
Entering Unmasked Estep 
Score: -111976296.000000 Penalty: 119701.210938
Splitting cluster 18 changes total score from -111977448.000000 to -111976296.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (4565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Entering Unmasked Estep 
Score: -333064.281250 Penalty: 2089.691162
	Iteration 0F: 2 clusters Score -333064.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -328881.468750 Penalty: 4179.382324
	Iteration 0F: 3 clusters Score -328881.5 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -329934.687500 Penalty: 4179.382324
	Iteration 1F: 3 clusters Score -329934.7 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -330180.812500 Penalty: 4179.382324
	Iteration 2F: 3 clusters Score -330180.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -330388.812500 Penalty: 4179.382324
	Iteration 3F: 3 clusters Score -330388.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -330587.437500 Penalty: 4179.382324
	Iteration 4F: 3 clusters Score -330587.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -330790.375000 Penalty: 4179.382324
	Iteration 5F: 3 clusters Score -330790.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -331016.906250 Penalty: 4179.382324
	Iteration 6Q: 3 clusters Score -331016.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -331223.812500 Penalty: 4179.382324
	Iteration 7F: 3 clusters Score -331223.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -331365.187500 Penalty: 4179.382324
	Iteration 8Q: 3 clusters Score -331365.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -331476.937500 Penalty: 4179.382324
	Iteration 9Q: 3 clusters Score -331476.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -331571.000000 Penalty: 4179.382324
	Iteration 10Q: 3 clusters Score -331571 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -331645.625000 Penalty: 4179.382324
	Iteration 11Q: 3 clusters Score -331645.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -331692.687500 Penalty: 4179.382324
	Iteration 12Q: 3 clusters Score -331692.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -331728.968750 Penalty: 4179.382324
	Iteration 13Q: 3 clusters Score -331729 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -331769.437500 Penalty: 4179.382324
	Iteration 14Q: 3 clusters Score -331769.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -331807.593750 Penalty: 4179.382324
	Iteration 15Q: 3 clusters Score -331807.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -331835.593750 Penalty: 4179.382324
	Iteration 16Q: 3 clusters Score -331835.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -331865.031250 Penalty: 4179.382324
	Iteration 17Q: 3 clusters Score -331865 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -331880.250000 Penalty: 4179.382324
	Iteration 18Q: 3 clusters Score -331880.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -331886.718750 Penalty: 4179.382324
	Iteration 19Q: 3 clusters Score -331886.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -331892.468750 Penalty: 4179.382324
	Iteration 20F: 3 clusters Score -331892.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -331896.437500 Penalty: 4179.382324
	Iteration 21Q: 3 clusters Score -331896.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -331900.625000 Penalty: 4179.382324
	Iteration 22Q: 3 clusters Score -331900.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -331906.218750 Penalty: 4179.382324
	Iteration 23Q: 3 clusters Score -331906.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -331911.750000 Penalty: 4179.382324
	Iteration 24Q: 3 clusters Score -331911.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -331916.187500 Penalty: 4179.382324
	Iteration 25Q: 3 clusters Score -331916.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -331918.156250 Penalty: 4179.382324
	Iteration 26Q: 3 clusters Score -331918.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -331919.593750 Penalty: 4179.382324
	Iteration 27Q: 3 clusters Score -331919.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -331921.500000 Penalty: 4179.382324
	Iteration 28Q: 3 clusters Score -331921.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -331921.687500 Penalty: 4179.382324
	Iteration 29Q: 3 clusters Score -331921.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -331922.218750 Penalty: 4179.382324
	Iteration 30Q: 3 clusters Score -331922.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -331923.062500 Penalty: 4179.382324
	Iteration 31Q: 3 clusters Score -331923.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -331924.437500 Penalty: 4179.382324
	Iteration 32Q: 3 clusters Score -331924.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -331925.656250 Penalty: 4179.382324
	Iteration 33Q: 3 clusters Score -331925.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -331926.093750 Penalty: 4179.382324
	Iteration 34Q: 3 clusters Score -331926.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -331926.687500 Penalty: 4179.382324
	Iteration 35Q: 3 clusters Score -331926.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -331926.687500 Penalty: 4179.382324
	Iteration 36F: 3 clusters Score -331926.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Entering Unmasked Estep 
Score: -652847.250000 Penalty: 2243.041504
	Iteration 0F: 2 clusters Score -652847.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -646166.812500 Penalty: 4486.083008
	Iteration 0F: 3 clusters Score -646166.8 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -648058.000000 Penalty: 4486.083008
	Iteration 1F: 3 clusters Score -648058 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -648416.437500 Penalty: 4486.083008
	Iteration 2F: 3 clusters Score -648416.4 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -648754.937500 Penalty: 4486.083008
	Iteration 3F: 3 clusters Score -648754.9 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -649137.125000 Penalty: 4486.083008
	Iteration 4F: 3 clusters Score -649137.1 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -649490.187500 Penalty: 4486.083008
	Iteration 5F: 3 clusters Score -649490.2 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -649754.375000 Penalty: 4486.083008
	Iteration 6F: 3 clusters Score -649754.4 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -649921.375000 Penalty: 4486.083008
	Iteration 7Q: 3 clusters Score -649921.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -650075.937500 Penalty: 4486.083008
	Iteration 8Q: 3 clusters Score -650075.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -650219.250000 Penalty: 4486.083008
	Iteration 9Q: 3 clusters Score -650219.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -650347.187500 Penalty: 4486.083008
	Iteration 10Q: 3 clusters Score -650347.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -650469.687500 Penalty: 4486.083008
	Iteration 11Q: 3 clusters Score -650469.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -650588.312500 Penalty: 4486.083008
	Iteration 12Q: 3 clusters Score -650588.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -650676.687500 Penalty: 4486.083008
	Iteration 13Q: 3 clusters Score -650676.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -650750.937500 Penalty: 4486.083008
	Iteration 14Q: 3 clusters Score -650750.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -650804.625000 Penalty: 4486.083008
	Iteration 15Q: 3 clusters Score -650804.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -650838.500000 Penalty: 4486.083008
	Iteration 16Q: 3 clusters Score -650838.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -650870.937500 Penalty: 4486.083008
	Iteration 17Q: 3 clusters Score -650870.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -650897.375000 Penalty: 4486.083008
	Iteration 18Q: 3 clusters Score -650897.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -650914.062500 Penalty: 4486.083008
	Iteration 19Q: 3 clusters Score -650914.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -650927.812500 Penalty: 4486.083008
	Iteration 20F: 3 clusters Score -650927.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -650940.812500 Penalty: 4486.083008
	Iteration 21Q: 3 clusters Score -650940.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -650960.250000 Penalty: 4486.083008
	Iteration 22Q: 3 clusters Score -650960.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -650981.875000 Penalty: 4486.083008
	Iteration 23Q: 3 clusters Score -650981.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -651004.312500 Penalty: 4486.083008
	Iteration 24Q: 3 clusters Score -651004.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -651020.250000 Penalty: 4486.083008
	Iteration 25Q: 3 clusters Score -651020.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -651036.875000 Penalty: 4486.083008
	Iteration 26Q: 3 clusters Score -651036.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -651047.875000 Penalty: 4486.083008
	Iteration 27Q: 3 clusters Score -651047.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -651054.000000 Penalty: 4486.083008
	Iteration 28Q: 3 clusters Score -651054 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -651060.437500 Penalty: 4486.083008
	Iteration 29Q: 3 clusters Score -651060.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -651066.875000 Penalty: 4486.083008
	Iteration 30Q: 3 clusters Score -651066.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -651071.062500 Penalty: 4486.083008
	Iteration 31Q: 3 clusters Score -651071.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -651075.062500 Penalty: 4486.083008
	Iteration 32Q: 3 clusters Score -651075.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -651080.250000 Penalty: 4486.083008
	Iteration 33Q: 3 clusters Score -651080.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -651084.625000 Penalty: 4486.083008
	Iteration 34Q: 3 clusters Score -651084.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -651085.750000 Penalty: 4486.083008
	Iteration 35Q: 3 clusters Score -651085.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -651089.562500 Penalty: 4486.083008
	Iteration 36Q: 3 clusters Score -651089.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -651090.437500 Penalty: 4486.083008
	Iteration 37Q: 3 clusters Score -651090.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -651090.250000 Penalty: 4486.083008
	Iteration 38Q: 3 clusters Score -651090.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -651090.250000 Penalty: 4486.083008
	Iteration 39Q: 3 clusters Score -651090.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -651090.250000 Penalty: 4486.083008
	Iteration 40F: 3 clusters Score -651090.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (45389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45389 members 
Entering Unmasked Estep 
Score: -3559020.000000 Penalty: 2659.310303
	Iteration 0F: 2 clusters Score -3559020 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22469 members 
Mstep: Class 2 contains 22920 members 
Entering Unmasked Estep 
Score: -3528286.750000 Penalty: 5318.620605
	Iteration 0F: 3 clusters Score -3528287 nChanged 20864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21173 members 
Mstep: Class 2 contains 24216 members 
Entering Unmasked Estep 
Score: -3540129.000000 Penalty: 5318.620605
	Iteration 1F: 3 clusters Score -3540129 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20363 members 
Mstep: Class 2 contains 25026 members 
Entering Unmasked Estep 
Score: -3540976.500000 Penalty: 5318.620605
	Iteration 2Q: 3 clusters Score -3540976 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19213 members 
Mstep: Class 2 contains 26176 members 
Entering Unmasked Estep 
Score: -3541890.500000 Penalty: 5318.620605
	Iteration 3Q: 3 clusters Score -3541890 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17650 members 
Mstep: Class 2 contains 27739 members 
Entering Unmasked Estep 
Score: -3542928.000000 Penalty: 5318.620605
	Iteration 4Q: 3 clusters Score -3542928 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15566 members 
Mstep: Class 2 contains 29823 members 
Entering Unmasked Estep 
Score: -3544345.500000 Penalty: 5318.620605
	Iteration 5F: 3 clusters Score -3544346 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 32411 members 
Entering Unmasked Estep 
Score: -3546210.250000 Penalty: 5318.620605
	Iteration 6F: 3 clusters Score -3546210 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 35429 members 
Entering Unmasked Estep 
Score: -3548591.000000 Penalty: 5318.620605
	Iteration 7F: 3 clusters Score -3548591 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 38502 members 
Entering Unmasked Estep 
Score: -3551111.000000 Penalty: 5318.620605
	Iteration 8F: 3 clusters Score -3551111 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 41102 members 
Entering Unmasked Estep 
Score: -3553324.000000 Penalty: 5318.620605
	Iteration 9F: 3 clusters Score -3553324 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 42952 members 
Entering Unmasked Estep 
Score: -3554930.750000 Penalty: 5318.620605
	Iteration 10Q: 3 clusters Score -3554931 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 44062 members 
Entering Unmasked Estep 
Score: -3555836.000000 Penalty: 5318.620605
	Iteration 11Q: 3 clusters Score -3555836 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 44580 members 
Entering Unmasked Estep 
Score: -3556298.250000 Penalty: 5318.620605
	Iteration 12Q: 3 clusters Score -3556298 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 44811 members 
Entering Unmasked Estep 
Score: -3556514.250000 Penalty: 5318.620605
	Iteration 13Q: 3 clusters Score -3556514 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 44896 members 
Entering Unmasked Estep 
Score: -3556604.250000 Penalty: 5318.620605
	Iteration 14Q: 3 clusters Score -3556604 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 44943 members 
Entering Unmasked Estep 
Score: -3556655.250000 Penalty: 5318.620605
	Iteration 15Q: 3 clusters Score -3556655 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 44973 members 
Entering Unmasked Estep 
Score: -3556691.000000 Penalty: 5318.620605
	Iteration 16Q: 3 clusters Score -3556691 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 44993 members 
Entering Unmasked Estep 
Score: -3556721.750000 Penalty: 5318.620605
	Iteration 17Q: 3 clusters Score -3556722 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 45007 members 
Entering Unmasked Estep 
Score: -3556745.250000 Penalty: 5318.620605
	Iteration 18Q: 3 clusters Score -3556745 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 45012 members 
Entering Unmasked Estep 
Score: -3556752.000000 Penalty: 5318.620605
	Iteration 19Q: 3 clusters Score -3556752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 45015 members 
Entering Unmasked Estep 
Score: -3556759.000000 Penalty: 5318.620605
	Iteration 20F: 3 clusters Score -3556759 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 45022 members 
Entering Unmasked Estep 
Score: -3556766.750000 Penalty: 5318.620605
	Iteration 21Q: 3 clusters Score -3556767 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 45026 members 
Entering Unmasked Estep 
Score: -3556768.750000 Penalty: 5318.620605
	Iteration 22Q: 3 clusters Score -3556769 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 45026 members 
Entering Unmasked Estep 
Score: -3556768.750000 Penalty: 5318.620605
	Iteration 23F: 3 clusters Score -3556769 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (28135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28135 members 
Entering Unmasked Estep 
Score: -2296697.000000 Penalty: 2540.702881
	Iteration 0F: 2 clusters Score -2296697 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -2277359.750000 Penalty: 5081.405762
	Iteration 0F: 3 clusters Score -2277360 nChanged 12584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -2284283.250000 Penalty: 5081.405762
	Iteration 1F: 3 clusters Score -2284283 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -2285206.000000 Penalty: 5081.405762
	Iteration 2F: 3 clusters Score -2285206 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -2286344.500000 Penalty: 5081.405762
	Iteration 3F: 3 clusters Score -2286344 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17046 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -2287693.000000 Penalty: 5081.405762
	Iteration 4F: 3 clusters Score -2287693 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18469 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -2289196.250000 Penalty: 5081.405762
	Iteration 5F: 3 clusters Score -2289196 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20021 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -2290791.250000 Penalty: 5081.405762
	Iteration 6F: 3 clusters Score -2290791 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21459 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -2292284.250000 Penalty: 5081.405762
	Iteration 7F: 3 clusters Score -2292284 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22555 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -2293396.750000 Penalty: 5081.405762
	Iteration 8Q: 3 clusters Score -2293397 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23327 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -2294122.000000 Penalty: 5081.405762
	Iteration 9Q: 3 clusters Score -2294122 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23867 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -2294547.750000 Penalty: 5081.405762
	Iteration 10Q: 3 clusters Score -2294548 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24259 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -2294814.750000 Penalty: 5081.405762
	Iteration 11Q: 3 clusters Score -2294815 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24578 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -2294976.250000 Penalty: 5081.405762
	Iteration 12Q: 3 clusters Score -2294976 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24850 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -2295075.500000 Penalty: 5081.405762
	Iteration 13Q: 3 clusters Score -2295076 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25069 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -2295163.750000 Penalty: 5081.405762
	Iteration 14Q: 3 clusters Score -2295164 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25232 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -2295215.250000 Penalty: 5081.405762
	Iteration 15Q: 3 clusters Score -2295215 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25375 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -2295267.000000 Penalty: 5081.405762
	Iteration 16Q: 3 clusters Score -2295267 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25493 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -2295293.500000 Penalty: 5081.405762
	Iteration 17Q: 3 clusters Score -2295294 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25594 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -2295328.250000 Penalty: 5081.405762
	Iteration 18Q: 3 clusters Score -2295328 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25676 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -2295346.000000 Penalty: 5081.405762
	Iteration 19Q: 3 clusters Score -2295346 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25749 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -2295372.000000 Penalty: 5081.405762
	Iteration 20F: 3 clusters Score -2295372 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25831 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -2295395.250000 Penalty: 5081.405762
	Iteration 21Q: 3 clusters Score -2295395 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25892 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -2295411.750000 Penalty: 5081.405762
	Iteration 22Q: 3 clusters Score -2295412 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25947 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -2295416.250000 Penalty: 5081.405762
	Iteration 23Q: 3 clusters Score -2295416 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26006 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -2295431.000000 Penalty: 5081.405762
	Iteration 24Q: 3 clusters Score -2295431 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26054 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -2295447.500000 Penalty: 5081.405762
	Iteration 25Q: 3 clusters Score -2295448 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26099 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -2295454.500000 Penalty: 5081.405762
	Iteration 26Q: 3 clusters Score -2295454 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26149 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -2295466.750000 Penalty: 5081.405762
	Iteration 27Q: 3 clusters Score -2295467 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26195 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -2295479.250000 Penalty: 5081.405762
	Iteration 28Q: 3 clusters Score -2295479 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26257 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -2295494.250000 Penalty: 5081.405762
	Iteration 29Q: 3 clusters Score -2295494 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26316 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -2295515.500000 Penalty: 5081.405762
	Iteration 30Q: 3 clusters Score -2295516 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26357 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -2295529.250000 Penalty: 5081.405762
	Iteration 31Q: 3 clusters Score -2295529 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26392 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -2295534.750000 Penalty: 5081.405762
	Iteration 32Q: 3 clusters Score -2295535 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26415 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -2295548.250000 Penalty: 5081.405762
	Iteration 33Q: 3 clusters Score -2295548 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26436 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -2295548.750000 Penalty: 5081.405762
	Iteration 34Q: 3 clusters Score -2295549 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26454 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -2295555.500000 Penalty: 5081.405762
	Iteration 35Q: 3 clusters Score -2295556 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26468 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -2295557.750000 Penalty: 5081.405762
	Iteration 36Q: 3 clusters Score -2295558 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26487 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -2295565.250000 Penalty: 5081.405762
	Iteration 37Q: 3 clusters Score -2295565 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26505 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -2295577.500000 Penalty: 5081.405762
	Iteration 38Q: 3 clusters Score -2295578 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26521 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -2295576.250000 Penalty: 5081.405762
	Iteration 39Q: 3 clusters Score -2295576 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26531 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -2295580.750000 Penalty: 5081.405762
	Iteration 40F: 3 clusters Score -2295581 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26541 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -2295584.750000 Penalty: 5081.405762
	Iteration 41Q: 3 clusters Score -2295585 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26550 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -2295587.750000 Penalty: 5081.405762
	Iteration 42Q: 3 clusters Score -2295588 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26565 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -2295591.250000 Penalty: 5081.405762
	Iteration 43Q: 3 clusters Score -2295591 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26574 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -2295591.500000 Penalty: 5081.405762
	Iteration 44Q: 3 clusters Score -2295592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26581 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -2295594.000000 Penalty: 5081.405762
	Iteration 45Q: 3 clusters Score -2295594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26587 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -2295593.500000 Penalty: 5081.405762
	Iteration 46Q: 3 clusters Score -2295594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26591 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -2295598.500000 Penalty: 5081.405762
	Iteration 47Q: 3 clusters Score -2295598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26594 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -2295596.000000 Penalty: 5081.405762
	Iteration 48Q: 3 clusters Score -2295596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26597 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -2295597.250000 Penalty: 5081.405762
	Iteration 49Q: 3 clusters Score -2295597 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26603 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -2295604.500000 Penalty: 5081.405762
	Iteration 50Q: 3 clusters Score -2295604 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26614 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -2295604.750000 Penalty: 5081.405762
	Iteration 51Q: 3 clusters Score -2295605 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26628 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -2295605.500000 Penalty: 5081.405762
	Iteration 52Q: 3 clusters Score -2295606 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26641 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -2295608.500000 Penalty: 5081.405762
	Iteration 53Q: 3 clusters Score -2295608 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26659 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -2295614.250000 Penalty: 5081.405762
	Iteration 54Q: 3 clusters Score -2295614 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26671 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -2295619.000000 Penalty: 5081.405762
	Iteration 55Q: 3 clusters Score -2295619 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26680 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -2295623.500000 Penalty: 5081.405762
	Iteration 56Q: 3 clusters Score -2295624 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26688 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -2295627.000000 Penalty: 5081.405762
	Iteration 57Q: 3 clusters Score -2295627 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26699 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -2295632.500000 Penalty: 5081.405762
	Iteration 58Q: 3 clusters Score -2295632 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26712 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -2295632.250000 Penalty: 5081.405762
	Iteration 59Q: 3 clusters Score -2295632 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26721 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -2295637.250000 Penalty: 5081.405762
	Iteration 60F: 3 clusters Score -2295637 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26734 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -2295642.500000 Penalty: 5081.405762
	Iteration 61Q: 3 clusters Score -2295642 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26750 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -2295645.000000 Penalty: 5081.405762
	Iteration 62Q: 3 clusters Score -2295645 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26765 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -2295649.750000 Penalty: 5081.405762
	Iteration 63Q: 3 clusters Score -2295650 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26775 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -2295651.500000 Penalty: 5081.405762
	Iteration 64Q: 3 clusters Score -2295652 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26788 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -2295661.250000 Penalty: 5081.405762
	Iteration 65Q: 3 clusters Score -2295661 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26801 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -2295653.000000 Penalty: 5081.405762
	Iteration 66Q: 3 clusters Score -2295653 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26808 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -2295657.500000 Penalty: 5081.405762
	Iteration 67Q: 3 clusters Score -2295658 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26817 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -2295654.750000 Penalty: 5081.405762
	Iteration 68Q: 3 clusters Score -2295655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26818 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -2295659.250000 Penalty: 5081.405762
	Iteration 69Q: 3 clusters Score -2295659 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26818 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -2295659.250000 Penalty: 5081.405762
	Iteration 70F: 3 clusters Score -2295659 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Entering Unmasked Estep 
Score: -668207.500000 Penalty: 2259.518555
	Iteration 0F: 2 clusters Score -668207.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -661138.000000 Penalty: 4519.037109
	Iteration 0F: 3 clusters Score -661138 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -663155.812500 Penalty: 4519.037109
	Iteration 1F: 3 clusters Score -663155.8 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -663473.000000 Penalty: 4519.037109
	Iteration 2F: 3 clusters Score -663473 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -663716.937500 Penalty: 4519.037109
	Iteration 3F: 3 clusters Score -663716.9 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -663936.750000 Penalty: 4519.037109
	Iteration 4Q: 3 clusters Score -663936.8 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -664133.625000 Penalty: 4519.037109
	Iteration 5Q: 3 clusters Score -664133.6 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -664326.000000 Penalty: 4519.037109
	Iteration 6Q: 3 clusters Score -664326 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -664531.312500 Penalty: 4519.037109
	Iteration 7Q: 3 clusters Score -664531.3 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -664750.625000 Penalty: 4519.037109
	Iteration 8Q: 3 clusters Score -664750.6 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -664968.375000 Penalty: 4519.037109
	Iteration 9Q: 3 clusters Score -664968.4 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -665250.875000 Penalty: 4519.037109
	Iteration 10Q: 3 clusters Score -665250.9 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -665578.687500 Penalty: 4519.037109
	Iteration 11Q: 3 clusters Score -665578.7 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -665953.625000 Penalty: 4519.037109
	Iteration 12Q: 3 clusters Score -665953.6 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -666232.875000 Penalty: 4519.037109
	Iteration 13Q: 3 clusters Score -666232.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -666454.250000 Penalty: 4519.037109
	Iteration 14Q: 3 clusters Score -666454.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -666631.437500 Penalty: 4519.037109
	Iteration 15Q: 3 clusters Score -666631.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -666742.937500 Penalty: 4519.037109
	Iteration 16Q: 3 clusters Score -666742.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -666816.187500 Penalty: 4519.037109
	Iteration 17Q: 3 clusters Score -666816.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -666863.312500 Penalty: 4519.037109
	Iteration 18Q: 3 clusters Score -666863.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -666893.687500 Penalty: 4519.037109
	Iteration 19Q: 3 clusters Score -666893.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -666914.937500 Penalty: 4519.037109
	Iteration 20F: 3 clusters Score -666914.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -666929.312500 Penalty: 4519.037109
	Iteration 21Q: 3 clusters Score -666929.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -666937.187500 Penalty: 4519.037109
	Iteration 22Q: 3 clusters Score -666937.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -666939.875000 Penalty: 4519.037109
	Iteration 23Q: 3 clusters Score -666939.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -666946.812500 Penalty: 4519.037109
	Iteration 24Q: 3 clusters Score -666946.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -666949.750000 Penalty: 4519.037109
	Iteration 25Q: 3 clusters Score -666949.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -666953.375000 Penalty: 4519.037109
	Iteration 26Q: 3 clusters Score -666953.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -666954.625000 Penalty: 4519.037109
	Iteration 27Q: 3 clusters Score -666954.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -666953.187500 Penalty: 4519.037109
	Iteration 28Q: 3 clusters Score -666953.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -666954.500000 Penalty: 4519.037109
	Iteration 29Q: 3 clusters Score -666954.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -666953.562500 Penalty: 4519.037109
	Iteration 30Q: 3 clusters Score -666953.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -666953.562500 Penalty: 4519.037109
	Iteration 31F: 3 clusters Score -666953.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (7632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Entering Unmasked Estep 
Score: -546323.375000 Penalty: 2217.146240
	Iteration 0F: 2 clusters Score -546323.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -540097.250000 Penalty: 4434.292480
	Iteration 0F: 3 clusters Score -540097.2 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -541873.187500 Penalty: 4434.292480
	Iteration 1F: 3 clusters Score -541873.2 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -542150.750000 Penalty: 4434.292480
	Iteration 2F: 3 clusters Score -542150.8 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -542355.062500 Penalty: 4434.292480
	Iteration 3F: 3 clusters Score -542355.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -542543.687500 Penalty: 4434.292480
	Iteration 4Q: 3 clusters Score -542543.7 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -542740.125000 Penalty: 4434.292480
	Iteration 5Q: 3 clusters Score -542740.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -542970.375000 Penalty: 4434.292480
	Iteration 6Q: 3 clusters Score -542970.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -543237.187500 Penalty: 4434.292480
	Iteration 7Q: 3 clusters Score -543237.2 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -543533.875000 Penalty: 4434.292480
	Iteration 8Q: 3 clusters Score -543533.9 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -543899.562500 Penalty: 4434.292480
	Iteration 9F: 3 clusters Score -543899.6 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -544357.312500 Penalty: 4434.292480
	Iteration 10F: 3 clusters Score -544357.3 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -544780.437500 Penalty: 4434.292480
	Iteration 11Q: 3 clusters Score -544780.4 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -545241.375000 Penalty: 4434.292480
	Iteration 12Q: 3 clusters Score -545241.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -545653.625000 Penalty: 4434.292480
	Iteration 13Q: 3 clusters Score -545653.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -545985.750000 Penalty: 4434.292480
	Iteration 14Q: 3 clusters Score -545985.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -546134.312500 Penalty: 4434.292480
	Iteration 15Q: 3 clusters Score -546134.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -546198.937500 Penalty: 4434.292480
	Iteration 16Q: 3 clusters Score -546198.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -546223.625000 Penalty: 4434.292480
	Iteration 17Q: 3 clusters Score -546223.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -546245.062500 Penalty: 4434.292480
	Iteration 18Q: 3 clusters Score -546245.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -546252.500000 Penalty: 4434.292480
	Iteration 19Q: 3 clusters Score -546252.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -546256.000000 Penalty: 4434.292480
	Iteration 20F: 3 clusters Score -546256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -546257.312500 Penalty: 4434.292480
	Iteration 21Q: 3 clusters Score -546257.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -546257.312500 Penalty: 4434.292480
	Iteration 22Q: 3 clusters Score -546257.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -546258.562500 Penalty: 4434.292480
	Iteration 23Q: 3 clusters Score -546258.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -546260.062500 Penalty: 4434.292480
	Iteration 24Q: 3 clusters Score -546260.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -546261.500000 Penalty: 4434.292480
	Iteration 25Q: 3 clusters Score -546261.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -546261.812500 Penalty: 4434.292480
	Iteration 26Q: 3 clusters Score -546261.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -546262.687500 Penalty: 4434.292480
	Iteration 27Q: 3 clusters Score -546262.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -546262.687500 Penalty: 4434.292480
	Iteration 28F: 3 clusters Score -546262.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (24483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24483 members 
Entering Unmasked Estep 
Score: -1724236.250000 Penalty: 2506.221924
	Iteration 0F: 2 clusters Score -1724236 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -1707235.750000 Penalty: 5012.443848
	Iteration 0F: 3 clusters Score -1707236 nChanged 10931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -1713371.250000 Penalty: 5012.443848
	Iteration 1F: 3 clusters Score -1713371 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -1713969.250000 Penalty: 5012.443848
	Iteration 2F: 3 clusters Score -1713969 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -1714543.250000 Penalty: 5012.443848
	Iteration 3F: 3 clusters Score -1714543 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -1715108.500000 Penalty: 5012.443848
	Iteration 4Q: 3 clusters Score -1715108 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -1715588.750000 Penalty: 5012.443848
	Iteration 5Q: 3 clusters Score -1715589 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -1716015.000000 Penalty: 5012.443848
	Iteration 6Q: 3 clusters Score -1716015 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -1716357.250000 Penalty: 5012.443848
	Iteration 7Q: 3 clusters Score -1716357 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -1716643.625000 Penalty: 5012.443848
	Iteration 8Q: 3 clusters Score -1716644 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -1716933.750000 Penalty: 5012.443848
	Iteration 9Q: 3 clusters Score -1716934 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -1717254.750000 Penalty: 5012.443848
	Iteration 10Q: 3 clusters Score -1717255 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -1717598.000000 Penalty: 5012.443848
	Iteration 11Q: 3 clusters Score -1717598 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15024 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -1718018.625000 Penalty: 5012.443848
	Iteration 12Q: 3 clusters Score -1718019 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15628 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -1718479.625000 Penalty: 5012.443848
	Iteration 13Q: 3 clusters Score -1718480 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16248 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -1718954.000000 Penalty: 5012.443848
	Iteration 14Q: 3 clusters Score -1718954 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16904 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1719433.250000 Penalty: 5012.443848
	Iteration 15Q: 3 clusters Score -1719433 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17463 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1719828.250000 Penalty: 5012.443848
	Iteration 16Q: 3 clusters Score -1719828 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17990 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1720166.000000 Penalty: 5012.443848
	Iteration 17Q: 3 clusters Score -1720166 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18471 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1720432.250000 Penalty: 5012.443848
	Iteration 18Q: 3 clusters Score -1720432 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18906 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1720654.625000 Penalty: 5012.443848
	Iteration 19Q: 3 clusters Score -1720655 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19311 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1720859.250000 Penalty: 5012.443848
	Iteration 20F: 3 clusters Score -1720859 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19759 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1721119.125000 Penalty: 5012.443848
	Iteration 21Q: 3 clusters Score -1721119 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20183 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1721367.750000 Penalty: 5012.443848
	Iteration 22Q: 3 clusters Score -1721368 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20551 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1721566.625000 Penalty: 5012.443848
	Iteration 23Q: 3 clusters Score -1721567 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20909 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1721771.750000 Penalty: 5012.443848
	Iteration 24Q: 3 clusters Score -1721772 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21244 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1721989.625000 Penalty: 5012.443848
	Iteration 25Q: 3 clusters Score -1721990 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21544 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1722163.375000 Penalty: 5012.443848
	Iteration 26Q: 3 clusters Score -1722163 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21775 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1722301.375000 Penalty: 5012.443848
	Iteration 27Q: 3 clusters Score -1722301 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21970 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1722414.875000 Penalty: 5012.443848
	Iteration 28Q: 3 clusters Score -1722415 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22144 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1722514.375000 Penalty: 5012.443848
	Iteration 29Q: 3 clusters Score -1722514 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22288 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1722581.125000 Penalty: 5012.443848
	Iteration 30Q: 3 clusters Score -1722581 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22402 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1722647.625000 Penalty: 5012.443848
	Iteration 31Q: 3 clusters Score -1722648 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22490 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1722697.750000 Penalty: 5012.443848
	Iteration 32Q: 3 clusters Score -1722698 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22569 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1722727.500000 Penalty: 5012.443848
	Iteration 33Q: 3 clusters Score -1722728 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22644 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1722765.625000 Penalty: 5012.443848
	Iteration 34Q: 3 clusters Score -1722766 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22721 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1722807.250000 Penalty: 5012.443848
	Iteration 35Q: 3 clusters Score -1722807 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22782 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1722833.250000 Penalty: 5012.443848
	Iteration 36Q: 3 clusters Score -1722833 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22831 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1722856.375000 Penalty: 5012.443848
	Iteration 37Q: 3 clusters Score -1722856 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22869 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1722866.000000 Penalty: 5012.443848
	Iteration 38Q: 3 clusters Score -1722866 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22892 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1722877.750000 Penalty: 5012.443848
	Iteration 39Q: 3 clusters Score -1722878 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22917 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1722882.750000 Penalty: 5012.443848
	Iteration 40F: 3 clusters Score -1722883 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22935 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1722882.875000 Penalty: 5012.443848
	Iteration 41Q: 3 clusters Score -1722883 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22948 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1722888.000000 Penalty: 5012.443848
	Iteration 42Q: 3 clusters Score -1722888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22955 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1722888.000000 Penalty: 5012.443848
	Iteration 43Q: 3 clusters Score -1722888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22962 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1722889.500000 Penalty: 5012.443848
	Iteration 44Q: 3 clusters Score -1722890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22968 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1722890.250000 Penalty: 5012.443848
	Iteration 45Q: 3 clusters Score -1722890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22969 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1722892.750000 Penalty: 5012.443848
	Iteration 46Q: 3 clusters Score -1722893 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22969 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1722892.750000 Penalty: 5012.443848
	Iteration 47F: 3 clusters Score -1722893 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (15613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Entering Unmasked Estep 
Score: -1240956.125000 Penalty: 2394.653076
	Iteration 0F: 2 clusters Score -1240956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -1229727.500000 Penalty: 4789.306152
	Iteration 0F: 3 clusters Score -1229728 nChanged 6703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1233436.500000 Penalty: 4789.306152
	Iteration 1F: 3 clusters Score -1233436 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1234012.500000 Penalty: 4789.306152
	Iteration 2F: 3 clusters Score -1234012 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1234646.500000 Penalty: 4789.306152
	Iteration 3F: 3 clusters Score -1234646 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1235393.250000 Penalty: 4789.306152
	Iteration 4F: 3 clusters Score -1235393 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1236342.625000 Penalty: 4789.306152
	Iteration 5F: 3 clusters Score -1236343 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1237255.625000 Penalty: 4789.306152
	Iteration 6F: 3 clusters Score -1237256 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1237995.750000 Penalty: 4789.306152
	Iteration 7F: 3 clusters Score -1237996 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1238467.125000 Penalty: 4789.306152
	Iteration 8Q: 3 clusters Score -1238467 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1238737.250000 Penalty: 4789.306152
	Iteration 9Q: 3 clusters Score -1238737 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1238920.375000 Penalty: 4789.306152
	Iteration 10Q: 3 clusters Score -1238920 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1239032.125000 Penalty: 4789.306152
	Iteration 11Q: 3 clusters Score -1239032 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1239126.875000 Penalty: 4789.306152
	Iteration 12Q: 3 clusters Score -1239127 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1239204.125000 Penalty: 4789.306152
	Iteration 13Q: 3 clusters Score -1239204 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1239270.875000 Penalty: 4789.306152
	Iteration 14Q: 3 clusters Score -1239271 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1239329.750000 Penalty: 4789.306152
	Iteration 15Q: 3 clusters Score -1239330 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1239378.875000 Penalty: 4789.306152
	Iteration 16Q: 3 clusters Score -1239379 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1239418.750000 Penalty: 4789.306152
	Iteration 17Q: 3 clusters Score -1239419 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1239451.875000 Penalty: 4789.306152
	Iteration 18Q: 3 clusters Score -1239452 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1239466.625000 Penalty: 4789.306152
	Iteration 19Q: 3 clusters Score -1239467 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1239489.125000 Penalty: 4789.306152
	Iteration 20F: 3 clusters Score -1239489 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1239506.625000 Penalty: 4789.306152
	Iteration 21Q: 3 clusters Score -1239507 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1239520.000000 Penalty: 4789.306152
	Iteration 22Q: 3 clusters Score -1239520 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1239541.250000 Penalty: 4789.306152
	Iteration 23Q: 3 clusters Score -1239541 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1239560.250000 Penalty: 4789.306152
	Iteration 24Q: 3 clusters Score -1239560 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1239569.875000 Penalty: 4789.306152
	Iteration 25Q: 3 clusters Score -1239570 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1239578.875000 Penalty: 4789.306152
	Iteration 26Q: 3 clusters Score -1239579 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -1239590.875000 Penalty: 4789.306152
	Iteration 27Q: 3 clusters Score -1239591 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1239600.125000 Penalty: 4789.306152
	Iteration 28Q: 3 clusters Score -1239600 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1239602.500000 Penalty: 4789.306152
	Iteration 29Q: 3 clusters Score -1239602 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1239604.625000 Penalty: 4789.306152
	Iteration 30Q: 3 clusters Score -1239605 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1239613.875000 Penalty: 4789.306152
	Iteration 31Q: 3 clusters Score -1239614 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1239612.750000 Penalty: 4789.306152
	Iteration 32Q: 3 clusters Score -1239613 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1239616.125000 Penalty: 4789.306152
	Iteration 33Q: 3 clusters Score -1239616 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1239620.500000 Penalty: 4789.306152
	Iteration 34Q: 3 clusters Score -1239620 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1239633.125000 Penalty: 4789.306152
	Iteration 35Q: 3 clusters Score -1239633 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1239630.250000 Penalty: 4789.306152
	Iteration 36Q: 3 clusters Score -1239630 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1239634.375000 Penalty: 4789.306152
	Iteration 37Q: 3 clusters Score -1239634 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1239635.000000 Penalty: 4789.306152
	Iteration 38Q: 3 clusters Score -1239635 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1239641.125000 Penalty: 4789.306152
	Iteration 39Q: 3 clusters Score -1239641 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1239644.000000 Penalty: 4789.306152
	Iteration 40F: 3 clusters Score -1239644 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1239646.375000 Penalty: 4789.306152
	Iteration 41Q: 3 clusters Score -1239646 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1239646.125000 Penalty: 4789.306152
	Iteration 42Q: 3 clusters Score -1239646 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1239647.250000 Penalty: 4789.306152
	Iteration 43Q: 3 clusters Score -1239647 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1239652.375000 Penalty: 4789.306152
	Iteration 44Q: 3 clusters Score -1239652 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1239657.750000 Penalty: 4789.306152
	Iteration 45Q: 3 clusters Score -1239658 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1239659.875000 Penalty: 4789.306152
	Iteration 46Q: 3 clusters Score -1239660 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1239666.875000 Penalty: 4789.306152
	Iteration 47Q: 3 clusters Score -1239667 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1239669.875000 Penalty: 4789.306152
	Iteration 48Q: 3 clusters Score -1239670 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1239674.125000 Penalty: 4789.306152
	Iteration 49Q: 3 clusters Score -1239674 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1239677.625000 Penalty: 4789.306152
	Iteration 50Q: 3 clusters Score -1239678 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1239677.125000 Penalty: 4789.306152
	Iteration 51Q: 3 clusters Score -1239677 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -1239677.500000 Penalty: 4789.306152
	Iteration 52Q: 3 clusters Score -1239678 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -1239683.500000 Penalty: 4789.306152
	Iteration 53Q: 3 clusters Score -1239684 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1239689.000000 Penalty: 4789.306152
	Iteration 54Q: 3 clusters Score -1239689 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1239693.250000 Penalty: 4789.306152
	Iteration 55Q: 3 clusters Score -1239693 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1239695.375000 Penalty: 4789.306152
	Iteration 56Q: 3 clusters Score -1239695 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -1239701.250000 Penalty: 4789.306152
	Iteration 57Q: 3 clusters Score -1239701 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1239702.375000 Penalty: 4789.306152
	Iteration 58Q: 3 clusters Score -1239702 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1239702.250000 Penalty: 4789.306152
	Iteration 59Q: 3 clusters Score -1239702 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1239706.125000 Penalty: 4789.306152
	Iteration 60F: 3 clusters Score -1239706 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1239711.875000 Penalty: 4789.306152
	Iteration 61Q: 3 clusters Score -1239712 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1239714.125000 Penalty: 4789.306152
	Iteration 62Q: 3 clusters Score -1239714 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -1239717.125000 Penalty: 4789.306152
	Iteration 63Q: 3 clusters Score -1239717 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 7025 members 
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	Iteration 64Q: 3 clusters Score -1239722 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 7046 members 
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	Iteration 65Q: 3 clusters Score -1239723 nChanged 33
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Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 7077 members 
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Mstep: Class 1 contains 8509 members 
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	Iteration 67Q: 3 clusters Score -1239733 nChanged 25
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Mstep: Class 1 contains 8484 members 
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	Iteration 68Q: 3 clusters Score -1239738 nChanged 24
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Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1239739 nChanged 18
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Mstep: Class 1 contains 8446 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1239742 nChanged 14
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Mstep: Class 1 contains 8432 members 
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1239741 nChanged 21
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Mstep: Class 1 contains 8411 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1239744 nChanged 19
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Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8374 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1239749 nChanged 19
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Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1239750 nChanged 9
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Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8336 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 8326 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1239756 nChanged 15
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Mstep: Class 1 contains 8311 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1239755 nChanged 14
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Mstep: Class 1 contains 8297 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1239754 nChanged 11
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Mstep: Class 1 contains 8286 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1239756 nChanged 11
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Mstep: Class 1 contains 8275 members 
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	Iteration 82Q: 3 clusters Score -1239757 nChanged 14
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Mstep: Class 1 contains 8261 members 
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Mstep: Class 1 contains 8244 members 
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Mstep: Class 1 contains 8228 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 8211 members 
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Mstep: Class 1 contains 8192 members 
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	Iteration 87Q: 3 clusters Score -1239776 nChanged 21
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Mstep: Class 1 contains 8171 members 
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Mstep: Class 1 contains 8148 members 
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Mstep: Class 1 contains 8129 members 
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Mstep: Class 1 contains 8111 members 
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Mstep: Class 1 contains 8092 members 
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Mstep: Class 1 contains 8075 members 
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Mstep: Class 1 contains 8029 members 
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Mstep: Class 1 contains 8008 members 
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Mstep: Class 1 contains 7988 members 
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	Iteration 97Q: 3 clusters Score -1239808 nChanged 19
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Mstep: Class 1 contains 7969 members 
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	Iteration 99Q: 3 clusters Score -1239812 nChanged 23
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Mstep: Class 1 contains 7931 members 
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	Iteration 100F: 3 clusters Score -1239813 nChanged 28
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Mstep: Class 1 contains 7905 members 
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	Iteration 101Q: 3 clusters Score -1239812 nChanged 30
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Mstep: Class 1 contains 7875 members 
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	Iteration 102Q: 3 clusters Score -1239821 nChanged 32
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Mstep: Class 1 contains 7843 members 
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	Iteration 103Q: 3 clusters Score -1239823 nChanged 39
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	Iteration 104Q: 3 clusters Score -1239832 nChanged 32
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Mstep: Class 1 contains 7772 members 
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	Iteration 105Q: 3 clusters Score -1239837 nChanged 36
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Mstep: Class 1 contains 7736 members 
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	Iteration 106Q: 3 clusters Score -1239838 nChanged 29
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Mstep: Class 1 contains 7707 members 
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Mstep: Class 1 contains 7671 members 
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	Iteration 108Q: 3 clusters Score -1239848 nChanged 32
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Mstep: Class 1 contains 7641 members 
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	Iteration 109Q: 3 clusters Score -1239858 nChanged 34
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Mstep: Class 1 contains 7609 members 
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	Iteration 110Q: 3 clusters Score -1239862 nChanged 42
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Mstep: Class 1 contains 7569 members 
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	Iteration 111Q: 3 clusters Score -1239871 nChanged 35
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Mstep: Class 1 contains 7534 members 
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	Iteration 112Q: 3 clusters Score -1239881 nChanged 46
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	Iteration 113Q: 3 clusters Score -1239890 nChanged 51
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	Iteration 114Q: 3 clusters Score -1239902 nChanged 56
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	Iteration 115Q: 3 clusters Score -1239910 nChanged 55
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	Iteration 116Q: 3 clusters Score -1239921 nChanged 55
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	Iteration 117Q: 3 clusters Score -1239938 nChanged 60
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	Iteration 118Q: 3 clusters Score -1239947 nChanged 80
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	Iteration 119Q: 3 clusters Score -1239966 nChanged 65
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	Iteration 120F: 3 clusters Score -1239984 nChanged 62
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	Iteration 122Q: 3 clusters Score -1240014 nChanged 83
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Mstep: Class 1 contains 6873 members 
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	Iteration 126Q: 3 clusters Score -1240124 nChanged 82
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	Iteration 127Q: 3 clusters Score -1240148 nChanged 77
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	Iteration 128Q: 3 clusters Score -1240166 nChanged 83
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	Iteration 131Q: 3 clusters Score -1240219 nChanged 76
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	Iteration 132Q: 3 clusters Score -1240232 nChanged 66
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	Iteration 133Q: 3 clusters Score -1240246 nChanged 47
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	Iteration 134Q: 3 clusters Score -1240253 nChanged 50
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	Iteration 136Q: 3 clusters Score -1240272 nChanged 38
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	Iteration 137Q: 3 clusters Score -1240276 nChanged 39
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	Iteration 138Q: 3 clusters Score -1240284 nChanged 35
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	Iteration 139Q: 3 clusters Score -1240290 nChanged 35
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	Iteration 140F: 3 clusters Score -1240298 nChanged 36
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	Iteration 141Q: 3 clusters Score -1240304 nChanged 34
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	Iteration 142Q: 3 clusters Score -1240312 nChanged 37
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	Iteration 143Q: 3 clusters Score -1240318 nChanged 39
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	Iteration 145Q: 3 clusters Score -1240332 nChanged 35
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	Iteration 148Q: 3 clusters Score -1240345 nChanged 21
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	Iteration 149Q: 3 clusters Score -1240346 nChanged 10
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	Iteration 150Q: 3 clusters Score -1240346 nChanged 6
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	Iteration 152Q: 3 clusters Score -1240344 nChanged 4
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	Iteration 154Q: 3 clusters Score -1240346 nChanged 7
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	Iteration 155Q: 3 clusters Score -1240349 nChanged 3
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	Iteration 156Q: 3 clusters Score -1240348 nChanged 7
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	Iteration 157Q: 3 clusters Score -1240351 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -1240351.000000 Penalty: 4789.306152
	Iteration 158Q: 3 clusters Score -1240351 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -1240351.875000 Penalty: 4789.306152
	Iteration 159Q: 3 clusters Score -1240352 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -1240353.375000 Penalty: 4789.306152
	Iteration 160F: 3 clusters Score -1240353 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -1240352.750000 Penalty: 4789.306152
	Iteration 161Q: 3 clusters Score -1240353 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -1240357.000000 Penalty: 4789.306152
	Iteration 162Q: 3 clusters Score -1240357 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -1240359.375000 Penalty: 4789.306152
	Iteration 163Q: 3 clusters Score -1240359 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -1240361.125000 Penalty: 4789.306152
	Iteration 164Q: 3 clusters Score -1240361 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -1240363.125000 Penalty: 4789.306152
	Iteration 165Q: 3 clusters Score -1240363 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -1240361.875000 Penalty: 4789.306152
	Iteration 166Q: 3 clusters Score -1240362 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -1240369.875000 Penalty: 4789.306152
	Iteration 167Q: 3 clusters Score -1240370 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -1240372.875000 Penalty: 4789.306152
	Iteration 168Q: 3 clusters Score -1240373 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -1240373.500000 Penalty: 4789.306152
	Iteration 169Q: 3 clusters Score -1240374 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -1240375.500000 Penalty: 4789.306152
	Iteration 170Q: 3 clusters Score -1240376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -1240373.500000 Penalty: 4789.306152
	Iteration 171Q: 3 clusters Score -1240374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -1240373.375000 Penalty: 4789.306152
	Iteration 172Q: 3 clusters Score -1240373 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -1240372.500000 Penalty: 4789.306152
	Iteration 173Q: 3 clusters Score -1240372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -1240375.125000 Penalty: 4789.306152
	Iteration 174Q: 3 clusters Score -1240375 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -1240376.250000 Penalty: 4789.306152
	Iteration 175Q: 3 clusters Score -1240376 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -1240376.125000 Penalty: 4789.306152
	Iteration 176Q: 3 clusters Score -1240376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -1240378.875000 Penalty: 4789.306152
	Iteration 177Q: 3 clusters Score -1240379 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -1240379.875000 Penalty: 4789.306152
	Iteration 178Q: 3 clusters Score -1240380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -1240379.125000 Penalty: 4789.306152
	Iteration 179Q: 3 clusters Score -1240379 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -1240379.625000 Penalty: 4789.306152
	Iteration 180F: 3 clusters Score -1240380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -1240382.125000 Penalty: 4789.306152
	Iteration 181Q: 3 clusters Score -1240382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -1240377.375000 Penalty: 4789.306152
	Iteration 182Q: 3 clusters Score -1240377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -1240377.375000 Penalty: 4789.306152
	Iteration 183Q: 3 clusters Score -1240377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -1240378.875000 Penalty: 4789.306152
	Iteration 184Q: 3 clusters Score -1240379 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -1240380.250000 Penalty: 4789.306152
	Iteration 185Q: 3 clusters Score -1240380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -1240378.125000 Penalty: 4789.306152
	Iteration 186Q: 3 clusters Score -1240378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -1240378.125000 Penalty: 4789.306152
	Iteration 187F: 3 clusters Score -1240378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Entering Unmasked Estep 
Score: -484506.625000 Penalty: 2160.886719
	Iteration 0F: 2 clusters Score -484506.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -479330.250000 Penalty: 4321.773438
	Iteration 0F: 3 clusters Score -479330.2 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -480641.562500 Penalty: 4321.773438
	Iteration 1F: 3 clusters Score -480641.6 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -480917.375000 Penalty: 4321.773438
	Iteration 2F: 3 clusters Score -480917.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -481094.968750 Penalty: 4321.773438
	Iteration 3F: 3 clusters Score -481095 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -481241.500000 Penalty: 4321.773438
	Iteration 4Q: 3 clusters Score -481241.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -481364.625000 Penalty: 4321.773438
	Iteration 5Q: 3 clusters Score -481364.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -481493.781250 Penalty: 4321.773438
	Iteration 6Q: 3 clusters Score -481493.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -481621.468750 Penalty: 4321.773438
	Iteration 7Q: 3 clusters Score -481621.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -481738.250000 Penalty: 4321.773438
	Iteration 8Q: 3 clusters Score -481738.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -481837.656250 Penalty: 4321.773438
	Iteration 9Q: 3 clusters Score -481837.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -481940.406250 Penalty: 4321.773438
	Iteration 10Q: 3 clusters Score -481940.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -482051.031250 Penalty: 4321.773438
	Iteration 11Q: 3 clusters Score -482051 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -482159.843750 Penalty: 4321.773438
	Iteration 12Q: 3 clusters Score -482159.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -482264.812500 Penalty: 4321.773438
	Iteration 13Q: 3 clusters Score -482264.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -482365.281250 Penalty: 4321.773438
	Iteration 14Q: 3 clusters Score -482365.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -482458.375000 Penalty: 4321.773438
	Iteration 15Q: 3 clusters Score -482458.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -482539.406250 Penalty: 4321.773438
	Iteration 16Q: 3 clusters Score -482539.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -482592.843750 Penalty: 4321.773438
	Iteration 17Q: 3 clusters Score -482592.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -482641.187500 Penalty: 4321.773438
	Iteration 18Q: 3 clusters Score -482641.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -482673.718750 Penalty: 4321.773438
	Iteration 19Q: 3 clusters Score -482673.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -482697.781250 Penalty: 4321.773438
	Iteration 20F: 3 clusters Score -482697.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -482712.187500 Penalty: 4321.773438
	Iteration 21Q: 3 clusters Score -482712.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -482723.250000 Penalty: 4321.773438
	Iteration 22Q: 3 clusters Score -482723.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -482734.093750 Penalty: 4321.773438
	Iteration 23Q: 3 clusters Score -482734.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -482742.156250 Penalty: 4321.773438
	Iteration 24Q: 3 clusters Score -482742.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -482748.875000 Penalty: 4321.773438
	Iteration 25Q: 3 clusters Score -482748.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -482748.625000 Penalty: 4321.773438
	Iteration 26Q: 3 clusters Score -482748.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -482748.937500 Penalty: 4321.773438
	Iteration 27Q: 3 clusters Score -482748.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -482748.937500 Penalty: 4321.773438
	Iteration 28F: 3 clusters Score -482748.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (7818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Entering Unmasked Estep 
Score: -603024.500000 Penalty: 2223.117676
	Iteration 0F: 2 clusters Score -603024.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -596697.750000 Penalty: 4446.235352
	Iteration 0F: 3 clusters Score -596697.8 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -598502.687500 Penalty: 4446.235352
	Iteration 1F: 3 clusters Score -598502.7 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -598882.437500 Penalty: 4446.235352
	Iteration 2F: 3 clusters Score -598882.4 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -599195.125000 Penalty: 4446.235352
	Iteration 3F: 3 clusters Score -599195.1 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -599483.125000 Penalty: 4446.235352
	Iteration 4F: 3 clusters Score -599483.1 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -599739.125000 Penalty: 4446.235352
	Iteration 5F: 3 clusters Score -599739.1 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -599975.375000 Penalty: 4446.235352
	Iteration 6Q: 3 clusters Score -599975.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -600205.000000 Penalty: 4446.235352
	Iteration 7Q: 3 clusters Score -600205 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -600420.375000 Penalty: 4446.235352
	Iteration 8Q: 3 clusters Score -600420.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -600609.062500 Penalty: 4446.235352
	Iteration 9Q: 3 clusters Score -600609.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -600799.875000 Penalty: 4446.235352
	Iteration 10Q: 3 clusters Score -600799.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -600991.125000 Penalty: 4446.235352
	Iteration 11Q: 3 clusters Score -600991.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -601181.250000 Penalty: 4446.235352
	Iteration 12Q: 3 clusters Score -601181.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -601353.875000 Penalty: 4446.235352
	Iteration 13Q: 3 clusters Score -601353.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -601478.125000 Penalty: 4446.235352
	Iteration 14Q: 3 clusters Score -601478.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -601607.937500 Penalty: 4446.235352
	Iteration 15Q: 3 clusters Score -601607.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -601687.562500 Penalty: 4446.235352
	Iteration 16Q: 3 clusters Score -601687.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -601744.562500 Penalty: 4446.235352
	Iteration 17Q: 3 clusters Score -601744.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -601781.500000 Penalty: 4446.235352
	Iteration 18Q: 3 clusters Score -601781.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -601797.187500 Penalty: 4446.235352
	Iteration 19Q: 3 clusters Score -601797.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -601813.562500 Penalty: 4446.235352
	Iteration 20F: 3 clusters Score -601813.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -601817.875000 Penalty: 4446.235352
	Iteration 21Q: 3 clusters Score -601817.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -601823.625000 Penalty: 4446.235352
	Iteration 22Q: 3 clusters Score -601823.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -601827.375000 Penalty: 4446.235352
	Iteration 23Q: 3 clusters Score -601827.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -601829.750000 Penalty: 4446.235352
	Iteration 24Q: 3 clusters Score -601829.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -601834.312500 Penalty: 4446.235352
	Iteration 25Q: 3 clusters Score -601834.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -601835.375000 Penalty: 4446.235352
	Iteration 26Q: 3 clusters Score -601835.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -601836.062500 Penalty: 4446.235352
	Iteration 27Q: 3 clusters Score -601836.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -601837.875000 Penalty: 4446.235352
	Iteration 28Q: 3 clusters Score -601837.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -601840.625000 Penalty: 4446.235352
	Iteration 29Q: 3 clusters Score -601840.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -601838.562500 Penalty: 4446.235352
	Iteration 30Q: 3 clusters Score -601838.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -601840.812500 Penalty: 4446.235352
	Iteration 31Q: 3 clusters Score -601840.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -601840.625000 Penalty: 4446.235352
	Iteration 32Q: 3 clusters Score -601840.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -601841.250000 Penalty: 4446.235352
	Iteration 33Q: 3 clusters Score -601841.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -601841.250000 Penalty: 4446.235352
	Iteration 34Q: 3 clusters Score -601841.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -601843.187500 Penalty: 4446.235352
	Iteration 35Q: 3 clusters Score -601843.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -601843.187500 Penalty: 4446.235352
	Iteration 36F: 3 clusters Score -601843.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Entering Unmasked Estep 
Score: -286863.656250 Penalty: 2033.467041
	Iteration 0F: 2 clusters Score -286863.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -283160.375000 Penalty: 4066.934082
	Iteration 0F: 3 clusters Score -283160.4 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -283954.187500 Penalty: 4066.934082
	Iteration 1F: 3 clusters Score -283954.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -284119.750000 Penalty: 4066.934082
	Iteration 2F: 3 clusters Score -284119.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -284204.343750 Penalty: 4066.934082
	Iteration 3Q: 3 clusters Score -284204.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -284248.218750 Penalty: 4066.934082
	Iteration 4Q: 3 clusters Score -284248.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -284285.187500 Penalty: 4066.934082
	Iteration 5Q: 3 clusters Score -284285.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -284315.281250 Penalty: 4066.934082
	Iteration 6Q: 3 clusters Score -284315.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -284339.093750 Penalty: 4066.934082
	Iteration 7Q: 3 clusters Score -284339.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -284359.125000 Penalty: 4066.934082
	Iteration 8Q: 3 clusters Score -284359.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -284375.781250 Penalty: 4066.934082
	Iteration 9Q: 3 clusters Score -284375.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -284388.093750 Penalty: 4066.934082
	Iteration 10Q: 3 clusters Score -284388.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -284394.125000 Penalty: 4066.934082
	Iteration 11Q: 3 clusters Score -284394.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -284400.593750 Penalty: 4066.934082
	Iteration 12Q: 3 clusters Score -284400.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -284404.031250 Penalty: 4066.934082
	Iteration 13Q: 3 clusters Score -284404 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -284406.625000 Penalty: 4066.934082
	Iteration 14Q: 3 clusters Score -284406.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -284410.031250 Penalty: 4066.934082
	Iteration 15Q: 3 clusters Score -284410 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -284413.187500 Penalty: 4066.934082
	Iteration 16Q: 3 clusters Score -284413.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -284417.375000 Penalty: 4066.934082
	Iteration 17Q: 3 clusters Score -284417.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -284423.875000 Penalty: 4066.934082
	Iteration 18Q: 3 clusters Score -284423.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -284430.468750 Penalty: 4066.934082
	Iteration 19Q: 3 clusters Score -284430.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -284434.312500 Penalty: 4066.934082
	Iteration 20F: 3 clusters Score -284434.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -284437.531250 Penalty: 4066.934082
	Iteration 21Q: 3 clusters Score -284437.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -284440.000000 Penalty: 4066.934082
	Iteration 22Q: 3 clusters Score -284440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -284442.750000 Penalty: 4066.934082
	Iteration 23Q: 3 clusters Score -284442.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -284445.812500 Penalty: 4066.934082
	Iteration 24Q: 3 clusters Score -284445.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -284447.656250 Penalty: 4066.934082
	Iteration 25Q: 3 clusters Score -284447.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -284450.562500 Penalty: 4066.934082
	Iteration 26Q: 3 clusters Score -284450.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -284452.843750 Penalty: 4066.934082
	Iteration 27Q: 3 clusters Score -284452.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -284456.250000 Penalty: 4066.934082
	Iteration 28Q: 3 clusters Score -284456.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -284459.343750 Penalty: 4066.934082
	Iteration 29Q: 3 clusters Score -284459.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -284462.468750 Penalty: 4066.934082
	Iteration 30Q: 3 clusters Score -284462.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -284462.812500 Penalty: 4066.934082
	Iteration 31Q: 3 clusters Score -284462.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -284464.312500 Penalty: 4066.934082
	Iteration 32Q: 3 clusters Score -284464.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -284466.062500 Penalty: 4066.934082
	Iteration 33Q: 3 clusters Score -284466.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -284466.656250 Penalty: 4066.934082
	Iteration 34Q: 3 clusters Score -284466.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -284466.937500 Penalty: 4066.934082
	Iteration 35Q: 3 clusters Score -284466.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -284466.937500 Penalty: 4066.934082
	Iteration 36F: 3 clusters Score -284466.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (10045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Entering Unmasked Estep 
Score: -791456.437500 Penalty: 2285.277832
	Iteration 0F: 2 clusters Score -791456.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -783760.375000 Penalty: 4570.555664
	Iteration 0F: 3 clusters Score -783760.4 nChanged 4129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -785937.875000 Penalty: 4570.555664
	Iteration 1F: 3 clusters Score -785937.9 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -786212.312500 Penalty: 4570.555664
	Iteration 2F: 3 clusters Score -786212.3 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -786413.187500 Penalty: 4570.555664
	Iteration 3Q: 3 clusters Score -786413.2 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -786571.687500 Penalty: 4570.555664
	Iteration 4Q: 3 clusters Score -786571.7 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -786710.187500 Penalty: 4570.555664
	Iteration 5Q: 3 clusters Score -786710.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -786827.375000 Penalty: 4570.555664
	Iteration 6Q: 3 clusters Score -786827.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -786926.250000 Penalty: 4570.555664
	Iteration 7Q: 3 clusters Score -786926.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -787019.937500 Penalty: 4570.555664
	Iteration 8Q: 3 clusters Score -787019.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -787126.312500 Penalty: 4570.555664
	Iteration 9Q: 3 clusters Score -787126.3 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -787241.812500 Penalty: 4570.555664
	Iteration 10Q: 3 clusters Score -787241.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -787374.187500 Penalty: 4570.555664
	Iteration 11Q: 3 clusters Score -787374.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -787505.125000 Penalty: 4570.555664
	Iteration 12Q: 3 clusters Score -787505.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -787661.562500 Penalty: 4570.555664
	Iteration 13Q: 3 clusters Score -787661.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -787851.625000 Penalty: 4570.555664
	Iteration 14Q: 3 clusters Score -787851.6 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -788075.312500 Penalty: 4570.555664
	Iteration 15Q: 3 clusters Score -788075.3 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -788296.375000 Penalty: 4570.555664
	Iteration 16Q: 3 clusters Score -788296.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -788447.625000 Penalty: 4570.555664
	Iteration 17Q: 3 clusters Score -788447.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -788556.437500 Penalty: 4570.555664
	Iteration 18Q: 3 clusters Score -788556.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -788632.812500 Penalty: 4570.555664
	Iteration 19Q: 3 clusters Score -788632.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -788679.250000 Penalty: 4570.555664
	Iteration 20F: 3 clusters Score -788679.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -788706.625000 Penalty: 4570.555664
	Iteration 21Q: 3 clusters Score -788706.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -788722.937500 Penalty: 4570.555664
	Iteration 22Q: 3 clusters Score -788722.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -788737.000000 Penalty: 4570.555664
	Iteration 23Q: 3 clusters Score -788737 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -788738.562500 Penalty: 4570.555664
	Iteration 24Q: 3 clusters Score -788738.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -788752.062500 Penalty: 4570.555664
	Iteration 25Q: 3 clusters Score -788752.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -788755.875000 Penalty: 4570.555664
	Iteration 26Q: 3 clusters Score -788755.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -788761.875000 Penalty: 4570.555664
	Iteration 27Q: 3 clusters Score -788761.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -788762.250000 Penalty: 4570.555664
	Iteration 28Q: 3 clusters Score -788762.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -788763.375000 Penalty: 4570.555664
	Iteration 29Q: 3 clusters Score -788763.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -788764.937500 Penalty: 4570.555664
	Iteration 30Q: 3 clusters Score -788764.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -788768.937500 Penalty: 4570.555664
	Iteration 31Q: 3 clusters Score -788768.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -788773.125000 Penalty: 4570.555664
	Iteration 32Q: 3 clusters Score -788773.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -788772.250000 Penalty: 4570.555664
	Iteration 33Q: 3 clusters Score -788772.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -788776.125000 Penalty: 4570.555664
	Iteration 34Q: 3 clusters Score -788776.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -788776.750000 Penalty: 4570.555664
	Iteration 35Q: 3 clusters Score -788776.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -788777.125000 Penalty: 4570.555664
	Iteration 36Q: 3 clusters Score -788777.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -788778.000000 Penalty: 4570.555664
	Iteration 37Q: 3 clusters Score -788778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -788780.750000 Penalty: 4570.555664
	Iteration 38Q: 3 clusters Score -788780.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -788781.375000 Penalty: 4570.555664
	Iteration 39Q: 3 clusters Score -788781.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -788781.375000 Penalty: 4570.555664
	Iteration 40F: 3 clusters Score -788781.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -788780.562500 Penalty: 4570.555664
	Iteration 41Q: 3 clusters Score -788780.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -788782.375000 Penalty: 4570.555664
	Iteration 42Q: 3 clusters Score -788782.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -788784.312500 Penalty: 4570.555664
	Iteration 43Q: 3 clusters Score -788784.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -788784.750000 Penalty: 4570.555664
	Iteration 44Q: 3 clusters Score -788784.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -788784.937500 Penalty: 4570.555664
	Iteration 45Q: 3 clusters Score -788784.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -788785.125000 Penalty: 4570.555664
	Iteration 46Q: 3 clusters Score -788785.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -788785.125000 Penalty: 4570.555664
	Iteration 47F: 3 clusters Score -788785.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (25322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25322 members 
Entering Unmasked Estep 
Score: -1991262.250000 Penalty: 2514.578369
	Iteration 0F: 2 clusters Score -1991262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -1973689.375000 Penalty: 5029.156738
	Iteration 0F: 3 clusters Score -1973689 nChanged 11395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -1979859.125000 Penalty: 5029.156738
	Iteration 1F: 3 clusters Score -1979859 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -1980259.500000 Penalty: 5029.156738
	Iteration 2Q: 3 clusters Score -1980260 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -1980648.500000 Penalty: 5029.156738
	Iteration 3Q: 3 clusters Score -1980648 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -1981040.000000 Penalty: 5029.156738
	Iteration 4Q: 3 clusters Score -1981040 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -1981464.000000 Penalty: 5029.156738
	Iteration 5Q: 3 clusters Score -1981464 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -1981942.500000 Penalty: 5029.156738
	Iteration 6Q: 3 clusters Score -1981942 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -1982518.750000 Penalty: 5029.156738
	Iteration 7Q: 3 clusters Score -1982519 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -1983112.250000 Penalty: 5029.156738
	Iteration 8Q: 3 clusters Score -1983112 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -1983710.625000 Penalty: 5029.156738
	Iteration 9Q: 3 clusters Score -1983711 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -1984260.875000 Penalty: 5029.156738
	Iteration 10Q: 3 clusters Score -1984261 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -1984778.500000 Penalty: 5029.156738
	Iteration 11Q: 3 clusters Score -1984778 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -1985213.000000 Penalty: 5029.156738
	Iteration 12Q: 3 clusters Score -1985213 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -1985558.375000 Penalty: 5029.156738
	Iteration 13Q: 3 clusters Score -1985558 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -1985808.375000 Penalty: 5029.156738
	Iteration 14Q: 3 clusters Score -1985808 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -1985992.875000 Penalty: 5029.156738
	Iteration 15Q: 3 clusters Score -1985993 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -1986135.750000 Penalty: 5029.156738
	Iteration 16Q: 3 clusters Score -1986136 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -1986247.750000 Penalty: 5029.156738
	Iteration 17Q: 3 clusters Score -1986248 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -1986350.750000 Penalty: 5029.156738
	Iteration 18Q: 3 clusters Score -1986351 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -1986442.875000 Penalty: 5029.156738
	Iteration 19Q: 3 clusters Score -1986443 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -1986548.000000 Penalty: 5029.156738
	Iteration 20F: 3 clusters Score -1986548 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -1986641.750000 Penalty: 5029.156738
	Iteration 21Q: 3 clusters Score -1986642 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -1986708.125000 Penalty: 5029.156738
	Iteration 22Q: 3 clusters Score -1986708 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -1986769.125000 Penalty: 5029.156738
	Iteration 23Q: 3 clusters Score -1986769 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -1986836.375000 Penalty: 5029.156738
	Iteration 24Q: 3 clusters Score -1986836 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -1986903.625000 Penalty: 5029.156738
	Iteration 25Q: 3 clusters Score -1986904 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -1986957.125000 Penalty: 5029.156738
	Iteration 26Q: 3 clusters Score -1986957 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -1986998.375000 Penalty: 5029.156738
	Iteration 27Q: 3 clusters Score -1986998 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -1987025.625000 Penalty: 5029.156738
	Iteration 28Q: 3 clusters Score -1987026 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -1987063.125000 Penalty: 5029.156738
	Iteration 29Q: 3 clusters Score -1987063 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -1987097.875000 Penalty: 5029.156738
	Iteration 30Q: 3 clusters Score -1987098 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -1987123.625000 Penalty: 5029.156738
	Iteration 31Q: 3 clusters Score -1987124 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -1987154.500000 Penalty: 5029.156738
	Iteration 32Q: 3 clusters Score -1987154 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -1987176.500000 Penalty: 5029.156738
	Iteration 33Q: 3 clusters Score -1987176 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -1987198.875000 Penalty: 5029.156738
	Iteration 34Q: 3 clusters Score -1987199 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -1987211.250000 Penalty: 5029.156738
	Iteration 35Q: 3 clusters Score -1987211 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -1987227.875000 Penalty: 5029.156738
	Iteration 36Q: 3 clusters Score -1987228 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -1987247.250000 Penalty: 5029.156738
	Iteration 37Q: 3 clusters Score -1987247 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -1987264.500000 Penalty: 5029.156738
	Iteration 38Q: 3 clusters Score -1987264 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -1987268.500000 Penalty: 5029.156738
	Iteration 39Q: 3 clusters Score -1987268 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -1987281.250000 Penalty: 5029.156738
	Iteration 40F: 3 clusters Score -1987281 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -1987289.000000 Penalty: 5029.156738
	Iteration 41Q: 3 clusters Score -1987289 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -1987314.375000 Penalty: 5029.156738
	Iteration 42Q: 3 clusters Score -1987314 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15144 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -1987333.250000 Penalty: 5029.156738
	Iteration 43Q: 3 clusters Score -1987333 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15239 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -1987344.875000 Penalty: 5029.156738
	Iteration 44Q: 3 clusters Score -1987345 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15338 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -1987352.500000 Penalty: 5029.156738
	Iteration 45Q: 3 clusters Score -1987352 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -1987373.250000 Penalty: 5029.156738
	Iteration 46Q: 3 clusters Score -1987373 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -1987385.875000 Penalty: 5029.156738
	Iteration 47Q: 3 clusters Score -1987386 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15620 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -1987397.000000 Penalty: 5029.156738
	Iteration 48Q: 3 clusters Score -1987397 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -1987406.500000 Penalty: 5029.156738
	Iteration 49Q: 3 clusters Score -1987406 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -1987428.250000 Penalty: 5029.156738
	Iteration 50Q: 3 clusters Score -1987428 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15886 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -1987435.625000 Penalty: 5029.156738
	Iteration 51Q: 3 clusters Score -1987436 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15965 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -1987445.500000 Penalty: 5029.156738
	Iteration 52Q: 3 clusters Score -1987446 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16045 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -1987456.875000 Penalty: 5029.156738
	Iteration 53Q: 3 clusters Score -1987457 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16133 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -1987474.000000 Penalty: 5029.156738
	Iteration 54Q: 3 clusters Score -1987474 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16220 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -1987482.375000 Penalty: 5029.156738
	Iteration 55Q: 3 clusters Score -1987482 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -1987497.875000 Penalty: 5029.156738
	Iteration 56Q: 3 clusters Score -1987498 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16408 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -1987510.500000 Penalty: 5029.156738
	Iteration 57Q: 3 clusters Score -1987510 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -1987517.875000 Penalty: 5029.156738
	Iteration 58Q: 3 clusters Score -1987518 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1987525.875000 Penalty: 5029.156738
	Iteration 59Q: 3 clusters Score -1987526 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -1987540.625000 Penalty: 5029.156738
	Iteration 60F: 3 clusters Score -1987541 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -1987559.500000 Penalty: 5029.156738
	Iteration 61Q: 3 clusters Score -1987560 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16850 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -1987572.125000 Penalty: 5029.156738
	Iteration 62Q: 3 clusters Score -1987572 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -1987582.250000 Penalty: 5029.156738
	Iteration 63Q: 3 clusters Score -1987582 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17034 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -1987597.625000 Penalty: 5029.156738
	Iteration 64Q: 3 clusters Score -1987598 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17107 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -1987605.375000 Penalty: 5029.156738
	Iteration 65Q: 3 clusters Score -1987605 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17177 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -1987613.750000 Penalty: 5029.156738
	Iteration 66Q: 3 clusters Score -1987614 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -1987623.500000 Penalty: 5029.156738
	Iteration 67Q: 3 clusters Score -1987624 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17371 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1987639.250000 Penalty: 5029.156738
	Iteration 68Q: 3 clusters Score -1987639 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17479 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -1987652.125000 Penalty: 5029.156738
	Iteration 69Q: 3 clusters Score -1987652 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -1987667.000000 Penalty: 5029.156738
	Iteration 70Q: 3 clusters Score -1987667 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17690 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -1987689.375000 Penalty: 5029.156738
	Iteration 71Q: 3 clusters Score -1987689 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17806 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1987700.250000 Penalty: 5029.156738
	Iteration 72Q: 3 clusters Score -1987700 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17924 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1987719.750000 Penalty: 5029.156738
	Iteration 73Q: 3 clusters Score -1987720 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18055 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -1987751.500000 Penalty: 5029.156738
	Iteration 74Q: 3 clusters Score -1987752 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18186 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1987766.625000 Penalty: 5029.156738
	Iteration 75Q: 3 clusters Score -1987767 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18325 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -1987790.250000 Penalty: 5029.156738
	Iteration 76Q: 3 clusters Score -1987790 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1987820.625000 Penalty: 5029.156738
	Iteration 77Q: 3 clusters Score -1987821 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18591 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1987843.500000 Penalty: 5029.156738
	Iteration 78Q: 3 clusters Score -1987844 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18697 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -1987860.625000 Penalty: 5029.156738
	Iteration 79Q: 3 clusters Score -1987861 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18828 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -1987881.125000 Penalty: 5029.156738
	Iteration 80F: 3 clusters Score -1987881 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18958 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1987903.625000 Penalty: 5029.156738
	Iteration 81Q: 3 clusters Score -1987904 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19080 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1987927.125000 Penalty: 5029.156738
	Iteration 82Q: 3 clusters Score -1987927 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19202 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1987950.625000 Penalty: 5029.156738
	Iteration 83Q: 3 clusters Score -1987951 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19319 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1987971.000000 Penalty: 5029.156738
	Iteration 84Q: 3 clusters Score -1987971 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19453 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1987990.125000 Penalty: 5029.156738
	Iteration 85Q: 3 clusters Score -1987990 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19593 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1988017.125000 Penalty: 5029.156738
	Iteration 86Q: 3 clusters Score -1988017 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19713 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1988038.125000 Penalty: 5029.156738
	Iteration 87Q: 3 clusters Score -1988038 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19844 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1988074.125000 Penalty: 5029.156738
	Iteration 88Q: 3 clusters Score -1988074 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19966 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1988094.125000 Penalty: 5029.156738
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 20097 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 20194 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 20299 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1988168.250000 Penalty: 5029.156738
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 20409 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1988181.500000 Penalty: 5029.156738
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Mstep: Class 1 contains 20510 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1988205.125000 Penalty: 5029.156738
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Mstep: Class 1 contains 20618 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1988235.000000 Penalty: 5029.156738
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Mstep: Class 1 contains 20745 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1988259.000000 Penalty: 5029.156738
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Mstep: Class 1 contains 20873 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 20995 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1988321.375000 Penalty: 5029.156738
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Mstep: Class 1 contains 21129 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1988349.750000 Penalty: 5029.156738
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Mstep: Class 1 contains 21269 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1988377.875000 Penalty: 5029.156738
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Mstep: Class 1 contains 21383 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 21495 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 21628 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 21748 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 21880 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -1988528.875000 Penalty: 5029.156738
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Mstep: Class 1 contains 21987 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 22083 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 22167 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1988600.000000 Penalty: 5029.156738
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Mstep: Class 1 contains 22251 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1988623 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22337 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 22403 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1988656.500000 Penalty: 5029.156738
	Iteration 111Q: 3 clusters Score -1988656 nChanged 57
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Mstep: Class 1 contains 22458 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 22510 members 
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Entering Unmasked Estep 
Score: -1988674.000000 Penalty: 5029.156738
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Mstep: Class 1 contains 22567 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 22629 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1988709.500000 Penalty: 5029.156738
	Iteration 115Q: 3 clusters Score -1988710 nChanged 65
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Mstep: Class 1 contains 22694 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 22745 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 22796 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 22838 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1988756.500000 Penalty: 5029.156738
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Mstep: Class 1 contains 22887 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1988766.625000 Penalty: 5029.156738
	Iteration 120F: 3 clusters Score -1988767 nChanged 52
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Mstep: Class 1 contains 22939 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1988784 nChanged 59
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Mstep: Class 1 contains 22998 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -1988797 nChanged 56
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Mstep: Class 1 contains 23050 members 
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -1988812 nChanged 64
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Mstep: Class 1 contains 23114 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1988825.875000 Penalty: 5029.156738
	Iteration 124Q: 3 clusters Score -1988826 nChanged 59
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Mstep: Class 1 contains 23173 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 23239 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1988865.750000 Penalty: 5029.156738
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Mstep: Class 1 contains 23301 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1988886.625000 Penalty: 5029.156738
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Mstep: Class 1 contains 23351 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1988900.375000 Penalty: 5029.156738
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Mstep: Class 1 contains 23399 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1988913.000000 Penalty: 5029.156738
	Iteration 129Q: 3 clusters Score -1988913 nChanged 65
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Mstep: Class 1 contains 23464 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1988933.250000 Penalty: 5029.156738
	Iteration 130Q: 3 clusters Score -1988933 nChanged 66
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Mstep: Class 1 contains 23530 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -1988948 nChanged 62
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Mstep: Class 1 contains 23590 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1988967.875000 Penalty: 5029.156738
	Iteration 132Q: 3 clusters Score -1988968 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23647 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1988994.000000 Penalty: 5029.156738
	Iteration 133Q: 3 clusters Score -1988994 nChanged 59
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Mstep: Class 1 contains 23706 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1989013.250000 Penalty: 5029.156738
	Iteration 134Q: 3 clusters Score -1989013 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23772 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1989040.250000 Penalty: 5029.156738
	Iteration 135Q: 3 clusters Score -1989040 nChanged 56
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Mstep: Class 1 contains 23826 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -1989065 nChanged 63
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Mstep: Class 1 contains 23889 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1989091.000000 Penalty: 5029.156738
	Iteration 137Q: 3 clusters Score -1989091 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23936 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1989108.000000 Penalty: 5029.156738
	Iteration 138Q: 3 clusters Score -1989108 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23971 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1989121.375000 Penalty: 5029.156738
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Mstep: Class 1 contains 24007 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1989131.125000 Penalty: 5029.156738
	Iteration 140F: 3 clusters Score -1989131 nChanged 36
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Mstep: Class 1 contains 24043 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1989140.125000 Penalty: 5029.156738
	Iteration 141Q: 3 clusters Score -1989140 nChanged 31
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Mstep: Class 1 contains 24074 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1989155.375000 Penalty: 5029.156738
	Iteration 142Q: 3 clusters Score -1989155 nChanged 23
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Mstep: Class 1 contains 24095 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1989168.750000 Penalty: 5029.156738
	Iteration 143Q: 3 clusters Score -1989169 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24119 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1989172.875000 Penalty: 5029.156738
	Iteration 144Q: 3 clusters Score -1989173 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24138 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1989176.750000 Penalty: 5029.156738
	Iteration 145Q: 3 clusters Score -1989177 nChanged 10
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Mstep: Class 1 contains 24148 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1989180.875000 Penalty: 5029.156738
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 24160 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1989188.000000 Penalty: 5029.156738
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Mstep: Class 1 contains 24174 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1989195.000000 Penalty: 5029.156738
	Iteration 148Q: 3 clusters Score -1989195 nChanged 8
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Mstep: Class 1 contains 24182 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1989194.250000 Penalty: 5029.156738
	Iteration 149Q: 3 clusters Score -1989194 nChanged 4
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Mstep: Class 1 contains 24186 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1989196.000000 Penalty: 5029.156738
	Iteration 150Q: 3 clusters Score -1989196 nChanged 4
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Mstep: Class 1 contains 24190 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1989198.375000 Penalty: 5029.156738
	Iteration 151Q: 3 clusters Score -1989198 nChanged 3
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Mstep: Class 1 contains 24191 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1989196.500000 Penalty: 5029.156738
	Iteration 152Q: 3 clusters Score -1989196 nChanged 2
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Mstep: Class 1 contains 24193 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1989198.000000 Penalty: 5029.156738
	Iteration 153Q: 3 clusters Score -1989198 nChanged 6
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Mstep: Class 1 contains 24199 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1989198.125000 Penalty: 5029.156738
	Iteration 154Q: 3 clusters Score -1989198 nChanged 4
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Mstep: Class 1 contains 24201 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1989200.625000 Penalty: 5029.156738
	Iteration 155Q: 3 clusters Score -1989201 nChanged 4
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Mstep: Class 1 contains 24205 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1989199.125000 Penalty: 5029.156738
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Mstep: Class 1 contains 24212 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1989203.000000 Penalty: 5029.156738
	Iteration 157Q: 3 clusters Score -1989203 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24222 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1989206.000000 Penalty: 5029.156738
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Mstep: Class 1 contains 24229 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1989207.000000 Penalty: 5029.156738
	Iteration 159Q: 3 clusters Score -1989207 nChanged 3
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Mstep: Class 1 contains 24232 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1989208.250000 Penalty: 5029.156738
	Iteration 160F: 3 clusters Score -1989208 nChanged 2
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Mstep: Class 1 contains 24234 members 
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Entering Unmasked Estep 
Score: -1989211.500000 Penalty: 5029.156738
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Mstep: Class 1 contains 24240 members 
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Entering Unmasked Estep 
Score: -1989218.125000 Penalty: 5029.156738
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Mstep: Class 1 contains 24252 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1989220.000000 Penalty: 5029.156738
	Iteration 163Q: 3 clusters Score -1989220 nChanged 8
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Mstep: Class 1 contains 24260 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 24268 members 
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Entering Unmasked Estep 
Score: -1989224.625000 Penalty: 5029.156738
	Iteration 165Q: 3 clusters Score -1989225 nChanged 8
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Mstep: Class 1 contains 24276 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1989230.000000 Penalty: 5029.156738
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Mstep: Class 1 contains 24283 members 
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Entering Unmasked Estep 
Score: -1989231.875000 Penalty: 5029.156738
	Iteration 167Q: 3 clusters Score -1989232 nChanged 8
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Mstep: Class 1 contains 24289 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1989237.000000 Penalty: 5029.156738
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Mstep: Class 1 contains 24298 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 24303 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1989243.250000 Penalty: 5029.156738
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Mstep: Class 1 contains 24308 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1989247.000000 Penalty: 5029.156738
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Mstep: Class 1 contains 24315 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1989249.250000 Penalty: 5029.156738
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Mstep: Class 1 contains 24325 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1989251.125000 Penalty: 5029.156738
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Mstep: Class 1 contains 24333 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 24343 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1989257.500000 Penalty: 5029.156738
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Mstep: Class 1 contains 24355 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1989263.500000 Penalty: 5029.156738
	Iteration 176Q: 3 clusters Score -1989264 nChanged 12
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Mstep: Class 1 contains 24365 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1989268.250000 Penalty: 5029.156738
	Iteration 177Q: 3 clusters Score -1989268 nChanged 6
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Mstep: Class 1 contains 24371 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1989271.750000 Penalty: 5029.156738
	Iteration 178Q: 3 clusters Score -1989272 nChanged 12
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Mstep: Class 1 contains 24381 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1989279.875000 Penalty: 5029.156738
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Mstep: Class 1 contains 24391 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1989281.375000 Penalty: 5029.156738
	Iteration 180F: 3 clusters Score -1989281 nChanged 5
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Mstep: Class 1 contains 24396 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1989281.625000 Penalty: 5029.156738
	Iteration 181Q: 3 clusters Score -1989282 nChanged 5
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Mstep: Class 1 contains 24401 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1989287.125000 Penalty: 5029.156738
	Iteration 182Q: 3 clusters Score -1989287 nChanged 4
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Mstep: Class 1 contains 24405 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1989287.750000 Penalty: 5029.156738
	Iteration 183Q: 3 clusters Score -1989288 nChanged 3
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Mstep: Class 1 contains 24408 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1989285.375000 Penalty: 5029.156738
	Iteration 184Q: 3 clusters Score -1989285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24412 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1989287.875000 Penalty: 5029.156738
	Iteration 185Q: 3 clusters Score -1989288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24415 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1989286.875000 Penalty: 5029.156738
	Iteration 186Q: 3 clusters Score -1989287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24416 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1989289.875000 Penalty: 5029.156738
	Iteration 187Q: 3 clusters Score -1989290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24417 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1989290.750000 Penalty: 5029.156738
	Iteration 188Q: 3 clusters Score -1989291 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24417 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1989290.750000 Penalty: 5029.156738
	Iteration 189F: 3 clusters Score -1989291 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Entering Unmasked Estep 
Score: -260598.250000 Penalty: 2012.945435
	Iteration 0F: 2 clusters Score -260598.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -257116.546875 Penalty: 4025.890869
	Iteration 0F: 3 clusters Score -257116.5 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -257817.187500 Penalty: 4025.890869
	Iteration 1F: 3 clusters Score -257817.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -257966.468750 Penalty: 4025.890869
	Iteration 2F: 3 clusters Score -257966.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -258063.265625 Penalty: 4025.890869
	Iteration 3Q: 3 clusters Score -258063.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -258129.687500 Penalty: 4025.890869
	Iteration 4Q: 3 clusters Score -258129.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -258173.937500 Penalty: 4025.890869
	Iteration 5Q: 3 clusters Score -258173.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -258211.171875 Penalty: 4025.890869
	Iteration 6Q: 3 clusters Score -258211.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -258238.281250 Penalty: 4025.890869
	Iteration 7Q: 3 clusters Score -258238.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -258257.625000 Penalty: 4025.890869
	Iteration 8Q: 3 clusters Score -258257.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -258274.390625 Penalty: 4025.890869
	Iteration 9Q: 3 clusters Score -258274.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -258294.968750 Penalty: 4025.890869
	Iteration 10Q: 3 clusters Score -258295 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -258314.296875 Penalty: 4025.890869
	Iteration 11Q: 3 clusters Score -258314.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -258333.171875 Penalty: 4025.890869
	Iteration 12Q: 3 clusters Score -258333.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -258347.734375 Penalty: 4025.890869
	Iteration 13Q: 3 clusters Score -258347.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -258360.546875 Penalty: 4025.890869
	Iteration 14Q: 3 clusters Score -258360.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -258371.515625 Penalty: 4025.890869
	Iteration 15Q: 3 clusters Score -258371.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -258381.906250 Penalty: 4025.890869
	Iteration 16Q: 3 clusters Score -258381.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -258396.218750 Penalty: 4025.890869
	Iteration 17Q: 3 clusters Score -258396.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -258410.593750 Penalty: 4025.890869
	Iteration 18Q: 3 clusters Score -258410.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -258424.000000 Penalty: 4025.890869
	Iteration 19Q: 3 clusters Score -258424 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -258433.500000 Penalty: 4025.890869
	Iteration 20F: 3 clusters Score -258433.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -258441.390625 Penalty: 4025.890869
	Iteration 21Q: 3 clusters Score -258441.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -258448.500000 Penalty: 4025.890869
	Iteration 22Q: 3 clusters Score -258448.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -258454.765625 Penalty: 4025.890869
	Iteration 23Q: 3 clusters Score -258454.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -258461.468750 Penalty: 4025.890869
	Iteration 24Q: 3 clusters Score -258461.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -258464.703125 Penalty: 4025.890869
	Iteration 25Q: 3 clusters Score -258464.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -258469.468750 Penalty: 4025.890869
	Iteration 26Q: 3 clusters Score -258469.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -258474.390625 Penalty: 4025.890869
	Iteration 27Q: 3 clusters Score -258474.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -258478.500000 Penalty: 4025.890869
	Iteration 28Q: 3 clusters Score -258478.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -258481.375000 Penalty: 4025.890869
	Iteration 29Q: 3 clusters Score -258481.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -258484.937500 Penalty: 4025.890869
	Iteration 30Q: 3 clusters Score -258484.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -258487.671875 Penalty: 4025.890869
	Iteration 31Q: 3 clusters Score -258487.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -258491.671875 Penalty: 4025.890869
	Iteration 32Q: 3 clusters Score -258491.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -258494.687500 Penalty: 4025.890869
	Iteration 33Q: 3 clusters Score -258494.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -258496.718750 Penalty: 4025.890869
	Iteration 34Q: 3 clusters Score -258496.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -258498.625000 Penalty: 4025.890869
	Iteration 35Q: 3 clusters Score -258498.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -258500.859375 Penalty: 4025.890869
	Iteration 36Q: 3 clusters Score -258500.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -258503.453125 Penalty: 4025.890869
	Iteration 37Q: 3 clusters Score -258503.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -258506.937500 Penalty: 4025.890869
	Iteration 38Q: 3 clusters Score -258506.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -258512.187500 Penalty: 4025.890869
	Iteration 39Q: 3 clusters Score -258512.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -258514.453125 Penalty: 4025.890869
	Iteration 40F: 3 clusters Score -258514.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -258519.937500 Penalty: 4025.890869
	Iteration 41Q: 3 clusters Score -258519.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -258524.250000 Penalty: 4025.890869
	Iteration 42Q: 3 clusters Score -258524.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -258530.156250 Penalty: 4025.890869
	Iteration 43Q: 3 clusters Score -258530.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -258534.062500 Penalty: 4025.890869
	Iteration 44Q: 3 clusters Score -258534.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -258538.531250 Penalty: 4025.890869
	Iteration 45Q: 3 clusters Score -258538.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -258543.281250 Penalty: 4025.890869
	Iteration 46Q: 3 clusters Score -258543.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -258550.046875 Penalty: 4025.890869
	Iteration 47Q: 3 clusters Score -258550 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -258555.828125 Penalty: 4025.890869
	Iteration 48Q: 3 clusters Score -258555.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -258560.234375 Penalty: 4025.890869
	Iteration 49Q: 3 clusters Score -258560.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -258563.015625 Penalty: 4025.890869
	Iteration 50Q: 3 clusters Score -258563 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -258564.843750 Penalty: 4025.890869
	Iteration 51Q: 3 clusters Score -258564.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -258567.140625 Penalty: 4025.890869
	Iteration 52Q: 3 clusters Score -258567.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -258572.500000 Penalty: 4025.890869
	Iteration 53Q: 3 clusters Score -258572.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -258578.750000 Penalty: 4025.890869
	Iteration 54Q: 3 clusters Score -258578.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -258585.546875 Penalty: 4025.890869
	Iteration 55Q: 3 clusters Score -258585.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -258591.125000 Penalty: 4025.890869
	Iteration 56Q: 3 clusters Score -258591.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -258594.765625 Penalty: 4025.890869
	Iteration 57Q: 3 clusters Score -258594.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -258597.046875 Penalty: 4025.890869
	Iteration 58Q: 3 clusters Score -258597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -258598.390625 Penalty: 4025.890869
	Iteration 59Q: 3 clusters Score -258598.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -258599.296875 Penalty: 4025.890869
	Iteration 60F: 3 clusters Score -258599.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -258600.718750 Penalty: 4025.890869
	Iteration 61Q: 3 clusters Score -258600.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -258600.515625 Penalty: 4025.890869
	Iteration 62Q: 3 clusters Score -258600.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -258601.656250 Penalty: 4025.890869
	Iteration 63Q: 3 clusters Score -258601.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -258604.500000 Penalty: 4025.890869
	Iteration 64Q: 3 clusters Score -258604.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -258604.750000 Penalty: 4025.890869
	Iteration 65Q: 3 clusters Score -258604.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -258606.109375 Penalty: 4025.890869
	Iteration 66Q: 3 clusters Score -258606.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -258606.265625 Penalty: 4025.890869
	Iteration 67Q: 3 clusters Score -258606.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -258607.218750 Penalty: 4025.890869
	Iteration 68Q: 3 clusters Score -258607.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -258609.187500 Penalty: 4025.890869
	Iteration 69Q: 3 clusters Score -258609.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -258612.812500 Penalty: 4025.890869
	Iteration 70Q: 3 clusters Score -258612.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -258617.500000 Penalty: 4025.890869
	Iteration 71Q: 3 clusters Score -258617.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -258621.546875 Penalty: 4025.890869
	Iteration 72Q: 3 clusters Score -258621.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -258628.843750 Penalty: 4025.890869
	Iteration 73Q: 3 clusters Score -258628.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -258630.703125 Penalty: 4025.890869
	Iteration 74Q: 3 clusters Score -258630.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -258632.234375 Penalty: 4025.890869
	Iteration 75Q: 3 clusters Score -258632.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -258633.828125 Penalty: 4025.890869
	Iteration 76Q: 3 clusters Score -258633.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -258634.500000 Penalty: 4025.890869
	Iteration 77Q: 3 clusters Score -258634.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -258634.812500 Penalty: 4025.890869
	Iteration 78Q: 3 clusters Score -258634.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -258635.406250 Penalty: 4025.890869
	Iteration 79Q: 3 clusters Score -258635.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -258636.109375 Penalty: 4025.890869
	Iteration 80F: 3 clusters Score -258636.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (9766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Entering Unmasked Estep 
Score: -792080.125000 Penalty: 2278.292236
	Iteration 0F: 2 clusters Score -792080.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -784589.687500 Penalty: 4556.584473
	Iteration 0F: 3 clusters Score -784589.7 nChanged 4024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -786681.812500 Penalty: 4556.584473
	Iteration 1F: 3 clusters Score -786681.8 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -786948.812500 Penalty: 4556.584473
	Iteration 2F: 3 clusters Score -786948.8 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -787159.187500 Penalty: 4556.584473
	Iteration 3Q: 3 clusters Score -787159.2 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -787331.812500 Penalty: 4556.584473
	Iteration 4Q: 3 clusters Score -787331.8 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -787481.187500 Penalty: 4556.584473
	Iteration 5Q: 3 clusters Score -787481.2 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -787622.625000 Penalty: 4556.584473
	Iteration 6Q: 3 clusters Score -787622.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -787771.750000 Penalty: 4556.584473
	Iteration 7Q: 3 clusters Score -787771.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -787951.062500 Penalty: 4556.584473
	Iteration 8Q: 3 clusters Score -787951.1 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -788194.250000 Penalty: 4556.584473
	Iteration 9Q: 3 clusters Score -788194.2 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -788461.437500 Penalty: 4556.584473
	Iteration 10Q: 3 clusters Score -788461.4 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -788714.062500 Penalty: 4556.584473
	Iteration 11Q: 3 clusters Score -788714.1 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -788993.000000 Penalty: 4556.584473
	Iteration 12Q: 3 clusters Score -788993 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -789243.875000 Penalty: 4556.584473
	Iteration 13Q: 3 clusters Score -789243.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -789466.187500 Penalty: 4556.584473
	Iteration 14Q: 3 clusters Score -789466.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -789662.375000 Penalty: 4556.584473
	Iteration 15Q: 3 clusters Score -789662.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -789817.750000 Penalty: 4556.584473
	Iteration 16Q: 3 clusters Score -789817.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -789939.250000 Penalty: 4556.584473
	Iteration 17Q: 3 clusters Score -789939.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -790027.062500 Penalty: 4556.584473
	Iteration 18Q: 3 clusters Score -790027.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -790073.437500 Penalty: 4556.584473
	Iteration 19Q: 3 clusters Score -790073.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -790106.625000 Penalty: 4556.584473
	Iteration 20F: 3 clusters Score -790106.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -790131.062500 Penalty: 4556.584473
	Iteration 21Q: 3 clusters Score -790131.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -790151.500000 Penalty: 4556.584473
	Iteration 22Q: 3 clusters Score -790151.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -790170.625000 Penalty: 4556.584473
	Iteration 23Q: 3 clusters Score -790170.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -790186.062500 Penalty: 4556.584473
	Iteration 24Q: 3 clusters Score -790186.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -790192.375000 Penalty: 4556.584473
	Iteration 25Q: 3 clusters Score -790192.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -790201.187500 Penalty: 4556.584473
	Iteration 26Q: 3 clusters Score -790201.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -790206.812500 Penalty: 4556.584473
	Iteration 27Q: 3 clusters Score -790206.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -790212.250000 Penalty: 4556.584473
	Iteration 28Q: 3 clusters Score -790212.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -790215.187500 Penalty: 4556.584473
	Iteration 29Q: 3 clusters Score -790215.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -790219.562500 Penalty: 4556.584473
	Iteration 30Q: 3 clusters Score -790219.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -790227.812500 Penalty: 4556.584473
	Iteration 31Q: 3 clusters Score -790227.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -790229.625000 Penalty: 4556.584473
	Iteration 32Q: 3 clusters Score -790229.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -790238.250000 Penalty: 4556.584473
	Iteration 33Q: 3 clusters Score -790238.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -790239.000000 Penalty: 4556.584473
	Iteration 34Q: 3 clusters Score -790239 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -790243.500000 Penalty: 4556.584473
	Iteration 35Q: 3 clusters Score -790243.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -790245.312500 Penalty: 4556.584473
	Iteration 36Q: 3 clusters Score -790245.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -790246.875000 Penalty: 4556.584473
	Iteration 37Q: 3 clusters Score -790246.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -790251.062500 Penalty: 4556.584473
	Iteration 38Q: 3 clusters Score -790251.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -790250.812500 Penalty: 4556.584473
	Iteration 39Q: 3 clusters Score -790250.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -790253.000000 Penalty: 4556.584473
	Iteration 40F: 3 clusters Score -790253 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -790253.625000 Penalty: 4556.584473
	Iteration 41Q: 3 clusters Score -790253.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -790253.625000 Penalty: 4556.584473
	Iteration 42F: 3 clusters Score -790253.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 3083 members 
Mstep: Class 3 contains 87472 members 
Mstep: Class 4 contains 3559 members 
Mstep: Class 5 contains 378913 members 
Mstep: Class 6 contains 4473 members 
Mstep: Class 7 contains 6227 members 
Mstep: Class 8 contains 6824 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28556 members 
Mstep: Class 11 contains 219022 members 
Mstep: Class 12 contains 49325 members 
Mstep: Class 13 contains 154259 members 
Mstep: Class 14 contains 105144 members 
Mstep: Class 15 contains 73283 members 
Mstep: Class 16 contains 89056 members 
Mstep: Class 17 contains 2127 members 
Mstep: Class 18 contains 27430 members 
Mstep: Class 19 contains 4565 members 
Mstep: Class 20 contains 8472 members 
Mstep: Class 21 contains 45389 members 
Mstep: Class 22 contains 28135 members 
Mstep: Class 23 contains 9054 members 
Mstep: Class 24 contains 7632 members 
Mstep: Class 25 contains 24483 members 
Mstep: Class 26 contains 15613 members 
Mstep: Class 27 contains 6083 members 
Mstep: Class 28 contains 7818 members 
Mstep: Class 29 contains 3639 members 
Mstep: Class 30 contains 10045 members 
Mstep: Class 31 contains 25322 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977440.000000 Penalty: 116180.585938
Iteration 279Q: 34 clusters Score -1.119774e+08 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 3079 members 
Mstep: Class 3 contains 87528 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 379049 members 
Mstep: Class 6 contains 4473 members 
Mstep: Class 7 contains 6227 members 
Mstep: Class 8 contains 6825 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28564 members 
Mstep: Class 11 contains 218997 members 
Mstep: Class 12 contains 49334 members 
Mstep: Class 13 contains 154259 members 
Mstep: Class 14 contains 104957 members 
Mstep: Class 15 contains 73287 members 
Mstep: Class 16 contains 89056 members 
Mstep: Class 17 contains 2127 members 
Mstep: Class 18 contains 27427 members 
Mstep: Class 19 contains 4565 members 
Mstep: Class 20 contains 8472 members 
Mstep: Class 21 contains 45389 members 
Mstep: Class 22 contains 28137 members 
Mstep: Class 23 contains 9055 members 
Mstep: Class 24 contains 7632 members 
Mstep: Class 25 contains 24483 members 
Mstep: Class 26 contains 15613 members 
Mstep: Class 27 contains 6083 members 
Mstep: Class 28 contains 7818 members 
Mstep: Class 29 contains 3639 members 
Mstep: Class 30 contains 10045 members 
Mstep: Class 31 contains 25318 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977544.000000 Penalty: 116180.585938
Iteration 280F: 34 clusters Score -1.119775e+08 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 3077 members 
Mstep: Class 3 contains 87608 members 
Mstep: Class 4 contains 3564 members 
Mstep: Class 5 contains 379167 members 
Mstep: Class 6 contains 4473 members 
Mstep: Class 7 contains 6223 members 
Mstep: Class 8 contains 6826 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28568 members 
Mstep: Class 11 contains 218988 members 
Mstep: Class 12 contains 49344 members 
Mstep: Class 13 contains 154258 members 
Mstep: Class 14 contains 104759 members 
Mstep: Class 15 contains 73286 members 
Mstep: Class 16 contains 89056 members 
Mstep: Class 17 contains 2127 members 
Mstep: Class 18 contains 27425 members 
Mstep: Class 19 contains 4565 members 
Mstep: Class 20 contains 8472 members 
Mstep: Class 21 contains 45387 members 
Mstep: Class 22 contains 28137 members 
Mstep: Class 23 contains 9055 members 
Mstep: Class 24 contains 7634 members 
Mstep: Class 25 contains 24484 members 
Mstep: Class 26 contains 15612 members 
Mstep: Class 27 contains 6083 members 
Mstep: Class 28 contains 7818 members 
Mstep: Class 29 contains 3638 members 
Mstep: Class 30 contains 10045 members 
Mstep: Class 31 contains 25318 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977368.000000 Penalty: 116180.585938
Iteration 281Q: 34 clusters Score -1.119774e+08 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 3076 members 
Mstep: Class 3 contains 87685 members 
Mstep: Class 4 contains 3566 members 
Mstep: Class 5 contains 379284 members 
Mstep: Class 6 contains 4473 members 
Mstep: Class 7 contains 6222 members 
Mstep: Class 8 contains 6827 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28581 members 
Mstep: Class 11 contains 218985 members 
Mstep: Class 12 contains 49352 members 
Mstep: Class 13 contains 154258 members 
Mstep: Class 14 contains 104555 members 
Mstep: Class 15 contains 73286 members 
Mstep: Class 16 contains 89057 members 
Mstep: Class 17 contains 2128 members 
Mstep: Class 18 contains 27418 members 
Mstep: Class 19 contains 4565 members 
Mstep: Class 20 contains 8472 members 
Mstep: Class 21 contains 45386 members 
Mstep: Class 22 contains 28133 members 
Mstep: Class 23 contains 9055 members 
Mstep: Class 24 contains 7634 members 
Mstep: Class 25 contains 24484 members 
Mstep: Class 26 contains 15612 members 
Mstep: Class 27 contains 6083 members 
Mstep: Class 28 contains 7818 members 
Mstep: Class 29 contains 3638 members 
Mstep: Class 30 contains 10045 members 
Mstep: Class 31 contains 25316 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977336.000000 Penalty: 116180.585938
Iteration 282Q: 34 clusters Score -1.119773e+08 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 3074 members 
Mstep: Class 3 contains 87767 members 
Mstep: Class 4 contains 3568 members 
Mstep: Class 5 contains 379408 members 
Mstep: Class 6 contains 4473 members 
Mstep: Class 7 contains 6220 members 
Mstep: Class 8 contains 6825 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28590 members 
Mstep: Class 11 contains 218971 members 
Mstep: Class 12 contains 49361 members 
Mstep: Class 13 contains 154257 members 
Mstep: Class 14 contains 104351 members 
Mstep: Class 15 contains 73288 members 
Mstep: Class 16 contains 89058 members 
Mstep: Class 17 contains 2128 members 
Mstep: Class 18 contains 27419 members 
Mstep: Class 19 contains 4565 members 
Mstep: Class 20 contains 8472 members 
Mstep: Class 21 contains 45386 members 
Mstep: Class 22 contains 28127 members 
Mstep: Class 23 contains 9055 members 
Mstep: Class 24 contains 7634 members 
Mstep: Class 25 contains 24485 members 
Mstep: Class 26 contains 15610 members 
Mstep: Class 27 contains 6083 members 
Mstep: Class 28 contains 7818 members 
Mstep: Class 29 contains 3638 members 
Mstep: Class 30 contains 10045 members 
Mstep: Class 31 contains 25314 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977256.000000 Penalty: 116180.585938
Iteration 283Q: 34 clusters Score -1.119773e+08 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 3074 members 
Mstep: Class 3 contains 87855 members 
Mstep: Class 4 contains 3568 members 
Mstep: Class 5 contains 379511 members 
Mstep: Class 6 contains 4473 members 
Mstep: Class 7 contains 6217 members 
Mstep: Class 8 contains 6823 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28598 members 
Mstep: Class 11 contains 218967 members 
Mstep: Class 12 contains 49374 members 
Mstep: Class 13 contains 154256 members 
Mstep: Class 14 contains 104147 members 
Mstep: Class 15 contains 73288 members 
Mstep: Class 16 contains 89060 members 
Mstep: Class 17 contains 2128 members 
Mstep: Class 18 contains 27424 members 
Mstep: Class 19 contains 4565 members 
Mstep: Class 20 contains 8472 members 
Mstep: Class 21 contains 45387 members 
Mstep: Class 22 contains 28122 members 
Mstep: Class 23 contains 9055 members 
Mstep: Class 24 contains 7634 members 
Mstep: Class 25 contains 24484 members 
Mstep: Class 26 contains 15610 members 
Mstep: Class 27 contains 6083 members 
Mstep: Class 28 contains 7818 members 
Mstep: Class 29 contains 3638 members 
Mstep: Class 30 contains 10045 members 
Mstep: Class 31 contains 25312 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977272.000000 Penalty: 116180.585938
Iteration 284Q: 34 clusters Score -1.119773e+08 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 3073 members 
Mstep: Class 3 contains 87930 members 
Mstep: Class 4 contains 3569 members 
Mstep: Class 5 contains 379621 members 
Mstep: Class 6 contains 4473 members 
Mstep: Class 7 contains 6217 members 
Mstep: Class 8 contains 6823 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28612 members 
Mstep: Class 11 contains 218959 members 
Mstep: Class 12 contains 49387 members 
Mstep: Class 13 contains 154256 members 
Mstep: Class 14 contains 103938 members 
Mstep: Class 15 contains 73289 members 
Mstep: Class 16 contains 89068 members 
Mstep: Class 17 contains 2128 members 
Mstep: Class 18 contains 27427 members 
Mstep: Class 19 contains 4565 members 
Mstep: Class 20 contains 8472 members 
Mstep: Class 21 contains 45386 members 
Mstep: Class 22 contains 28120 members 
Mstep: Class 23 contains 9055 members 
Mstep: Class 24 contains 7633 members 
Mstep: Class 25 contains 24481 members 
Mstep: Class 26 contains 15610 members 
Mstep: Class 27 contains 6083 members 
Mstep: Class 28 contains 7818 members 
Mstep: Class 29 contains 3638 members 
Mstep: Class 30 contains 10045 members 
Mstep: Class 31 contains 25310 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977144.000000 Penalty: 116180.585938
Iteration 285Q: 34 clusters Score -1.119771e+08 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 3072 members 
Mstep: Class 3 contains 88014 members 
Mstep: Class 4 contains 3573 members 
Mstep: Class 5 contains 379743 members 
Mstep: Class 6 contains 4473 members 
Mstep: Class 7 contains 6215 members 
Mstep: Class 8 contains 6818 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28628 members 
Mstep: Class 11 contains 218954 members 
Mstep: Class 12 contains 49393 members 
Mstep: Class 13 contains 154255 members 
Mstep: Class 14 contains 103742 members 
Mstep: Class 15 contains 73285 members 
Mstep: Class 16 contains 89068 members 
Mstep: Class 17 contains 2128 members 
Mstep: Class 18 contains 27422 members 
Mstep: Class 19 contains 4565 members 
Mstep: Class 20 contains 8472 members 
Mstep: Class 21 contains 45384 members 
Mstep: Class 22 contains 28116 members 
Mstep: Class 23 contains 9055 members 
Mstep: Class 24 contains 7633 members 
Mstep: Class 25 contains 24479 members 
Mstep: Class 26 contains 15610 members 
Mstep: Class 27 contains 6083 members 
Mstep: Class 28 contains 7818 members 
Mstep: Class 29 contains 3638 members 
Mstep: Class 30 contains 10044 members 
Mstep: Class 31 contains 25307 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111976984.000000 Penalty: 116180.585938
Iteration 286Q: 34 clusters Score -1.11977e+08 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 3068 members 
Mstep: Class 3 contains 88070 members 
Mstep: Class 4 contains 3575 members 
Mstep: Class 5 contains 379863 members 
Mstep: Class 6 contains 4472 members 
Mstep: Class 7 contains 6215 members 
Mstep: Class 8 contains 6816 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28649 members 
Mstep: Class 11 contains 218949 members 
Mstep: Class 12 contains 49395 members 
Mstep: Class 13 contains 154255 members 
Mstep: Class 14 contains 103555 members 
Mstep: Class 15 contains 73285 members 
Mstep: Class 16 contains 89072 members 
Mstep: Class 17 contains 2129 members 
Mstep: Class 18 contains 27414 members 
Mstep: Class 19 contains 4565 members 
Mstep: Class 20 contains 8472 members 
Mstep: Class 21 contains 45383 members 
Mstep: Class 22 contains 28117 members 
Mstep: Class 23 contains 9055 members 
Mstep: Class 24 contains 7632 members 
Mstep: Class 25 contains 24481 members 
Mstep: Class 26 contains 15611 members 
Mstep: Class 27 contains 6083 members 
Mstep: Class 28 contains 7818 members 
Mstep: Class 29 contains 3639 members 
Mstep: Class 30 contains 10044 members 
Mstep: Class 31 contains 25303 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977200.000000 Penalty: 116180.585938
Iteration 287Q: 34 clusters Score -1.119772e+08 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 3065 members 
Mstep: Class 3 contains 88125 members 
Mstep: Class 4 contains 3579 members 
Mstep: Class 5 contains 379973 members 
Mstep: Class 6 contains 4472 members 
Mstep: Class 7 contains 6217 members 
Mstep: Class 8 contains 6817 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28667 members 
Mstep: Class 11 contains 218942 members 
Mstep: Class 12 contains 49398 members 
Mstep: Class 13 contains 154255 members 
Mstep: Class 14 contains 103365 members 
Mstep: Class 15 contains 73287 members 
Mstep: Class 16 contains 89081 members 
Mstep: Class 17 contains 2130 members 
Mstep: Class 18 contains 27403 members 
Mstep: Class 19 contains 4565 members 
Mstep: Class 20 contains 8472 members 
Mstep: Class 21 contains 45385 members 
Mstep: Class 22 contains 28120 members 
Mstep: Class 23 contains 9055 members 
Mstep: Class 24 contains 7634 members 
Mstep: Class 25 contains 24479 members 
Mstep: Class 26 contains 15609 members 
Mstep: Class 27 contains 6083 members 
Mstep: Class 28 contains 7818 members 
Mstep: Class 29 contains 3639 members 
Mstep: Class 30 contains 10044 members 
Mstep: Class 31 contains 25303 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977176.000000 Penalty: 116180.585938
Iteration 288Q: 34 clusters Score -1.119772e+08 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 3059 members 
Mstep: Class 3 contains 88189 members 
Mstep: Class 4 contains 3584 members 
Mstep: Class 5 contains 380070 members 
Mstep: Class 6 contains 4473 members 
Mstep: Class 7 contains 6218 members 
Mstep: Class 8 contains 6817 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28693 members 
Mstep: Class 11 contains 218932 members 
Mstep: Class 12 contains 49405 members 
Mstep: Class 13 contains 154255 members 
Mstep: Class 14 contains 103184 members 
Mstep: Class 15 contains 73285 members 
Mstep: Class 16 contains 89087 members 
Mstep: Class 17 contains 2129 members 
Mstep: Class 18 contains 27388 members 
Mstep: Class 19 contains 4565 members 
Mstep: Class 20 contains 8474 members 
Mstep: Class 21 contains 45387 members 
Mstep: Class 22 contains 28119 members 
Mstep: Class 23 contains 9055 members 
Mstep: Class 24 contains 7633 members 
Mstep: Class 25 contains 24483 members 
Mstep: Class 26 contains 15609 members 
Mstep: Class 27 contains 6083 members 
Mstep: Class 28 contains 7819 members 
Mstep: Class 29 contains 3639 members 
Mstep: Class 30 contains 10043 members 
Mstep: Class 31 contains 25302 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977056.000000 Penalty: 116180.585938
Iteration 289Q: 34 clusters Score -1.119771e+08 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 3052 members 
Mstep: Class 3 contains 88262 members 
Mstep: Class 4 contains 3590 members 
Mstep: Class 5 contains 380173 members 
Mstep: Class 6 contains 4474 members 
Mstep: Class 7 contains 6216 members 
Mstep: Class 8 contains 6818 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28721 members 
Mstep: Class 11 contains 218925 members 
Mstep: Class 12 contains 49410 members 
Mstep: Class 13 contains 154254 members 
Mstep: Class 14 contains 102983 members 
Mstep: Class 15 contains 73286 members 
Mstep: Class 16 contains 89090 members 
Mstep: Class 17 contains 2129 members 
Mstep: Class 18 contains 27373 members 
Mstep: Class 19 contains 4564 members 
Mstep: Class 20 contains 8475 members 
Mstep: Class 21 contains 45388 members 
Mstep: Class 22 contains 28121 members 
Mstep: Class 23 contains 9056 members 
Mstep: Class 24 contains 7632 members 
Mstep: Class 25 contains 24485 members 
Mstep: Class 26 contains 15607 members 
Mstep: Class 27 contains 6083 members 
Mstep: Class 28 contains 7819 members 
Mstep: Class 29 contains 3638 members 
Mstep: Class 30 contains 10043 members 
Mstep: Class 31 contains 25302 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977256.000000 Penalty: 116180.585938
Iteration 290Q: 34 clusters Score -1.119773e+08 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 3047 members 
Mstep: Class 3 contains 88343 members 
Mstep: Class 4 contains 3599 members 
Mstep: Class 5 contains 380262 members 
Mstep: Class 6 contains 4475 members 
Mstep: Class 7 contains 6214 members 
Mstep: Class 8 contains 6818 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28753 members 
Mstep: Class 11 contains 218918 members 
Mstep: Class 12 contains 49413 members 
Mstep: Class 13 contains 154254 members 
Mstep: Class 14 contains 102795 members 
Mstep: Class 15 contains 73285 members 
Mstep: Class 16 contains 89094 members 
Mstep: Class 17 contains 2129 members 
Mstep: Class 18 contains 27351 members 
Mstep: Class 19 contains 4565 members 
Mstep: Class 20 contains 8475 members 
Mstep: Class 21 contains 45388 members 
Mstep: Class 22 contains 28124 members 
Mstep: Class 23 contains 9057 members 
Mstep: Class 24 contains 7630 members 
Mstep: Class 25 contains 24486 members 
Mstep: Class 26 contains 15607 members 
Mstep: Class 27 contains 6083 members 
Mstep: Class 28 contains 7819 members 
Mstep: Class 29 contains 3637 members 
Mstep: Class 30 contains 10043 members 
Mstep: Class 31 contains 25298 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977392.000000 Penalty: 116180.585938
Iteration 291Q: 34 clusters Score -1.119774e+08 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 3037 members 
Mstep: Class 3 contains 88400 members 
Mstep: Class 4 contains 3603 members 
Mstep: Class 5 contains 380379 members 
Mstep: Class 6 contains 4476 members 
Mstep: Class 7 contains 6215 members 
Mstep: Class 8 contains 6817 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28781 members 
Mstep: Class 11 contains 218916 members 
Mstep: Class 12 contains 49415 members 
Mstep: Class 13 contains 154250 members 
Mstep: Class 14 contains 102595 members 
Mstep: Class 15 contains 73288 members 
Mstep: Class 16 contains 89099 members 
Mstep: Class 17 contains 2129 members 
Mstep: Class 18 contains 27340 members 
Mstep: Class 19 contains 4565 members 
Mstep: Class 20 contains 8475 members 
Mstep: Class 21 contains 45388 members 
Mstep: Class 22 contains 28120 members 
Mstep: Class 23 contains 9062 members 
Mstep: Class 24 contains 7630 members 
Mstep: Class 25 contains 24489 members 
Mstep: Class 26 contains 15607 members 
Mstep: Class 27 contains 6083 members 
Mstep: Class 28 contains 7819 members 
Mstep: Class 29 contains 3637 members 
Mstep: Class 30 contains 10042 members 
Mstep: Class 31 contains 25297 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977400.000000 Penalty: 116180.585938
Iteration 292Q: 34 clusters Score -1.119774e+08 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 3025 members 
Mstep: Class 3 contains 88461 members 
Mstep: Class 4 contains 3610 members 
Mstep: Class 5 contains 380506 members 
Mstep: Class 6 contains 4476 members 
Mstep: Class 7 contains 6214 members 
Mstep: Class 8 contains 6813 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28803 members 
Mstep: Class 11 contains 218917 members 
Mstep: Class 12 contains 49423 members 
Mstep: Class 13 contains 154247 members 
Mstep: Class 14 contains 102373 members 
Mstep: Class 15 contains 73291 members 
Mstep: Class 16 contains 89112 members 
Mstep: Class 17 contains 2129 members 
Mstep: Class 18 contains 27321 members 
Mstep: Class 19 contains 4565 members 
Mstep: Class 20 contains 8475 members 
Mstep: Class 21 contains 45387 members 
Mstep: Class 22 contains 28122 members 
Mstep: Class 23 contains 9069 members 
Mstep: Class 24 contains 7631 members 
Mstep: Class 25 contains 24493 members 
Mstep: Class 26 contains 15605 members 
Mstep: Class 27 contains 6084 members 
Mstep: Class 28 contains 7819 members 
Mstep: Class 29 contains 3637 members 
Mstep: Class 30 contains 10042 members 
Mstep: Class 31 contains 25293 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977264.000000 Penalty: 116180.585938
Iteration 293Q: 34 clusters Score -1.119773e+08 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 3017 members 
Mstep: Class 3 contains 88537 members 
Mstep: Class 4 contains 3615 members 
Mstep: Class 5 contains 380639 members 
Mstep: Class 6 contains 4476 members 
Mstep: Class 7 contains 6213 members 
Mstep: Class 8 contains 6813 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28827 members 
Mstep: Class 11 contains 218900 members 
Mstep: Class 12 contains 49437 members 
Mstep: Class 13 contains 154246 members 
Mstep: Class 14 contains 102139 members 
Mstep: Class 15 contains 73295 members 
Mstep: Class 16 contains 89120 members 
Mstep: Class 17 contains 2129 members 
Mstep: Class 18 contains 27314 members 
Mstep: Class 19 contains 4565 members 
Mstep: Class 20 contains 8475 members 
Mstep: Class 21 contains 45384 members 
Mstep: Class 22 contains 28122 members 
Mstep: Class 23 contains 9073 members 
Mstep: Class 24 contains 7633 members 
Mstep: Class 25 contains 24490 members 
Mstep: Class 26 contains 15599 members 
Mstep: Class 27 contains 6085 members 
Mstep: Class 28 contains 7819 members 
Mstep: Class 29 contains 3637 members 
Mstep: Class 30 contains 10042 members 
Mstep: Class 31 contains 25285 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977400.000000 Penalty: 116180.585938
Iteration 294Q: 34 clusters Score -1.119774e+08 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 3012 members 
Mstep: Class 3 contains 88608 members 
Mstep: Class 4 contains 3621 members 
Mstep: Class 5 contains 380773 members 
Mstep: Class 6 contains 4476 members 
Mstep: Class 7 contains 6212 members 
Mstep: Class 8 contains 6815 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28850 members 
Mstep: Class 11 contains 218881 members 
Mstep: Class 12 contains 49446 members 
Mstep: Class 13 contains 154244 members 
Mstep: Class 14 contains 101925 members 
Mstep: Class 15 contains 73294 members 
Mstep: Class 16 contains 89132 members 
Mstep: Class 17 contains 2129 members 
Mstep: Class 18 contains 27298 members 
Mstep: Class 19 contains 4565 members 
Mstep: Class 20 contains 8475 members 
Mstep: Class 21 contains 45386 members 
Mstep: Class 22 contains 28114 members 
Mstep: Class 23 contains 9076 members 
Mstep: Class 24 contains 7632 members 
Mstep: Class 25 contains 24490 members 
Mstep: Class 26 contains 15598 members 
Mstep: Class 27 contains 6085 members 
Mstep: Class 28 contains 7819 members 
Mstep: Class 29 contains 3637 members 
Mstep: Class 30 contains 10041 members 
Mstep: Class 31 contains 25281 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977464.000000 Penalty: 116180.585938
Iteration 295Q: 34 clusters Score -1.119775e+08 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 3011 members 
Mstep: Class 3 contains 88701 members 
Mstep: Class 4 contains 3620 members 
Mstep: Class 5 contains 380890 members 
Mstep: Class 6 contains 4475 members 
Mstep: Class 7 contains 6213 members 
Mstep: Class 8 contains 6819 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28882 members 
Mstep: Class 11 contains 218877 members 
Mstep: Class 12 contains 49457 members 
Mstep: Class 13 contains 154242 members 
Mstep: Class 14 contains 101691 members 
Mstep: Class 15 contains 73293 members 
Mstep: Class 16 contains 89133 members 
Mstep: Class 17 contains 2129 members 
Mstep: Class 18 contains 27273 members 
Mstep: Class 19 contains 4565 members 
Mstep: Class 20 contains 8477 members 
Mstep: Class 21 contains 45387 members 
Mstep: Class 22 contains 28117 members 
Mstep: Class 23 contains 9076 members 
Mstep: Class 24 contains 7633 members 
Mstep: Class 25 contains 24489 members 
Mstep: Class 26 contains 15597 members 
Mstep: Class 27 contains 6085 members 
Mstep: Class 28 contains 7819 members 
Mstep: Class 29 contains 3637 members 
Mstep: Class 30 contains 10040 members 
Mstep: Class 31 contains 25277 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977368.000000 Penalty: 116180.585938
Iteration 296Q: 34 clusters Score -1.119774e+08 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 3009 members 
Mstep: Class 3 contains 88780 members 
Mstep: Class 4 contains 3619 members 
Mstep: Class 5 contains 381025 members 
Mstep: Class 6 contains 4474 members 
Mstep: Class 7 contains 6214 members 
Mstep: Class 8 contains 6823 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28917 members 
Mstep: Class 11 contains 218870 members 
Mstep: Class 12 contains 49466 members 
Mstep: Class 13 contains 154241 members 
Mstep: Class 14 contains 101467 members 
Mstep: Class 15 contains 73287 members 
Mstep: Class 16 contains 89134 members 
Mstep: Class 17 contains 2129 members 
Mstep: Class 18 contains 27259 members 
Mstep: Class 19 contains 4565 members 
Mstep: Class 20 contains 8477 members 
Mstep: Class 21 contains 45384 members 
Mstep: Class 22 contains 28113 members 
Mstep: Class 23 contains 9077 members 
Mstep: Class 24 contains 7634 members 
Mstep: Class 25 contains 24492 members 
Mstep: Class 26 contains 15596 members 
Mstep: Class 27 contains 6085 members 
Mstep: Class 28 contains 7819 members 
Mstep: Class 29 contains 3637 members 
Mstep: Class 30 contains 10039 members 
Mstep: Class 31 contains 25267 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977256.000000 Penalty: 116180.585938
Iteration 297Q: 34 clusters Score -1.119773e+08 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 3008 members 
Mstep: Class 3 contains 88886 members 
Mstep: Class 4 contains 3620 members 
Mstep: Class 5 contains 381174 members 
Mstep: Class 6 contains 4474 members 
Mstep: Class 7 contains 6208 members 
Mstep: Class 8 contains 6825 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28947 members 
Mstep: Class 11 contains 218843 members 
Mstep: Class 12 contains 49473 members 
Mstep: Class 13 contains 154240 members 
Mstep: Class 14 contains 101236 members 
Mstep: Class 15 contains 73287 members 
Mstep: Class 16 contains 89131 members 
Mstep: Class 17 contains 2129 members 
Mstep: Class 18 contains 27249 members 
Mstep: Class 19 contains 4565 members 
Mstep: Class 20 contains 8477 members 
Mstep: Class 21 contains 45381 members 
Mstep: Class 22 contains 28102 members 
Mstep: Class 23 contains 9077 members 
Mstep: Class 24 contains 7633 members 
Mstep: Class 25 contains 24491 members 
Mstep: Class 26 contains 15594 members 
Mstep: Class 27 contains 6085 members 
Mstep: Class 28 contains 7819 members 
Mstep: Class 29 contains 3638 members 
Mstep: Class 30 contains 10040 members 
Mstep: Class 31 contains 25259 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977432.000000 Penalty: 116180.585938
Iteration 298Q: 34 clusters Score -1.119774e+08 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 3007 members 
Mstep: Class 3 contains 88991 members 
Mstep: Class 4 contains 3622 members 
Mstep: Class 5 contains 381354 members 
Mstep: Class 6 contains 4473 members 
Mstep: Class 7 contains 6205 members 
Mstep: Class 8 contains 6826 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 28979 members 
Mstep: Class 11 contains 218813 members 
Mstep: Class 12 contains 49478 members 
Mstep: Class 13 contains 154239 members 
Mstep: Class 14 contains 100980 members 
Mstep: Class 15 contains 73284 members 
Mstep: Class 16 contains 89129 members 
Mstep: Class 17 contains 2129 members 
Mstep: Class 18 contains 27243 members 
Mstep: Class 19 contains 4565 members 
Mstep: Class 20 contains 8477 members 
Mstep: Class 21 contains 45382 members 
Mstep: Class 22 contains 28090 members 
Mstep: Class 23 contains 9077 members 
Mstep: Class 24 contains 7634 members 
Mstep: Class 25 contains 24483 members 
Mstep: Class 26 contains 15595 members 
Mstep: Class 27 contains 6085 members 
Mstep: Class 28 contains 7820 members 
Mstep: Class 29 contains 3638 members 
Mstep: Class 30 contains 10040 members 
Mstep: Class 31 contains 25250 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977592.000000 Penalty: 116180.585938
Iteration 299Q: 34 clusters Score -1.119776e+08 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 3006 members 
Mstep: Class 3 contains 89087 members 
Mstep: Class 4 contains 3622 members 
Mstep: Class 5 contains 381564 members 
Mstep: Class 6 contains 4473 members 
Mstep: Class 7 contains 6199 members 
Mstep: Class 8 contains 6829 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 29004 members 
Mstep: Class 11 contains 218787 members 
Mstep: Class 12 contains 49480 members 
Mstep: Class 13 contains 154236 members 
Mstep: Class 14 contains 100704 members 
Mstep: Class 15 contains 73277 members 
Mstep: Class 16 contains 89145 members 
Mstep: Class 17 contains 2129 members 
Mstep: Class 18 contains 27248 members 
Mstep: Class 19 contains 4565 members 
Mstep: Class 20 contains 8477 members 
Mstep: Class 21 contains 45386 members 
Mstep: Class 22 contains 28065 members 
Mstep: Class 23 contains 9077 members 
Mstep: Class 24 contains 7633 members 
Mstep: Class 25 contains 24473 members 
Mstep: Class 26 contains 15595 members 
Mstep: Class 27 contains 6085 members 
Mstep: Class 28 contains 7820 members 
Mstep: Class 29 contains 3638 members 
Mstep: Class 30 contains 10039 members 
Mstep: Class 31 contains 25242 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977400.000000 Penalty: 116180.585938
Iteration 300F: 34 clusters Score -1.119774e+08 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 3006 members 
Mstep: Class 3 contains 89174 members 
Mstep: Class 4 contains 3622 members 
Mstep: Class 5 contains 381821 members 
Mstep: Class 6 contains 4473 members 
Mstep: Class 7 contains 6194 members 
Mstep: Class 8 contains 6831 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 29031 members 
Mstep: Class 11 contains 218734 members 
Mstep: Class 12 contains 49488 members 
Mstep: Class 13 contains 154233 members 
Mstep: Class 14 contains 100397 members 
Mstep: Class 15 contains 73275 members 
Mstep: Class 16 contains 89155 members 
Mstep: Class 17 contains 2129 members 
Mstep: Class 18 contains 27253 members 
Mstep: Class 19 contains 4565 members 
Mstep: Class 20 contains 8477 members 
Mstep: Class 21 contains 45388 members 
Mstep: Class 22 contains 28053 members 
Mstep: Class 23 contains 9077 members 
Mstep: Class 24 contains 7632 members 
Mstep: Class 25 contains 24467 members 
Mstep: Class 26 contains 15591 members 
Mstep: Class 27 contains 6085 members 
Mstep: Class 28 contains 7820 members 
Mstep: Class 29 contains 3638 members 
Mstep: Class 30 contains 10039 members 
Mstep: Class 31 contains 25235 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977480.000000 Penalty: 116180.585938
Iteration 301Q: 34 clusters Score -1.119775e+08 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 3006 members 
Mstep: Class 3 contains 89266 members 
Mstep: Class 4 contains 3622 members 
Mstep: Class 5 contains 382030 members 
Mstep: Class 6 contains 4472 members 
Mstep: Class 7 contains 6193 members 
Mstep: Class 8 contains 6833 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 29054 members 
Mstep: Class 11 contains 218697 members 
Mstep: Class 12 contains 49505 members 
Mstep: Class 13 contains 154232 members 
Mstep: Class 14 contains 100109 members 
Mstep: Class 15 contains 73270 members 
Mstep: Class 16 contains 89174 members 
Mstep: Class 17 contains 2130 members 
Mstep: Class 18 contains 27248 members 
Mstep: Class 19 contains 4565 members 
Mstep: Class 20 contains 8477 members 
Mstep: Class 21 contains 45392 members 
Mstep: Class 22 contains 28039 members 
Mstep: Class 23 contains 9077 members 
Mstep: Class 24 contains 7629 members 
Mstep: Class 25 contains 24465 members 
Mstep: Class 26 contains 15587 members 
Mstep: Class 27 contains 6085 members 
Mstep: Class 28 contains 7819 members 
Mstep: Class 29 contains 3637 members 
Mstep: Class 30 contains 10039 members 
Mstep: Class 31 contains 25227 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977448.000000 Penalty: 116180.585938
Iteration 302Q: 34 clusters Score -1.119774e+08 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 3007 members 
Mstep: Class 3 contains 89373 members 
Mstep: Class 4 contains 3622 members 
Mstep: Class 5 contains 382240 members 
Mstep: Class 6 contains 4471 members 
Mstep: Class 7 contains 6193 members 
Mstep: Class 8 contains 6833 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 29067 members 
Mstep: Class 11 contains 218653 members 
Mstep: Class 12 contains 49522 members 
Mstep: Class 13 contains 154232 members 
Mstep: Class 14 contains 99802 members 
Mstep: Class 15 contains 73273 members 
Mstep: Class 16 contains 89189 members 
Mstep: Class 17 contains 2131 members 
Mstep: Class 18 contains 27250 members 
Mstep: Class 19 contains 4565 members 
Mstep: Class 20 contains 8477 members 
Mstep: Class 21 contains 45394 members 
Mstep: Class 22 contains 28029 members 
Mstep: Class 23 contains 9076 members 
Mstep: Class 24 contains 7628 members 
Mstep: Class 25 contains 24464 members 
Mstep: Class 26 contains 15583 members 
Mstep: Class 27 contains 6085 members 
Mstep: Class 28 contains 7819 members 
Mstep: Class 29 contains 3638 members 
Mstep: Class 30 contains 10040 members 
Mstep: Class 31 contains 25224 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977296.000000 Penalty: 116180.585938
Iteration 303Q: 34 clusters Score -1.119773e+08 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 3008 members 
Mstep: Class 3 contains 89487 members 
Mstep: Class 4 contains 3622 members 
Mstep: Class 5 contains 382474 members 
Mstep: Class 6 contains 4471 members 
Mstep: Class 7 contains 6194 members 
Mstep: Class 8 contains 6835 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 29088 members 
Mstep: Class 11 contains 218600 members 
Mstep: Class 12 contains 49539 members 
Mstep: Class 13 contains 154232 members 
Mstep: Class 14 contains 99460 members 
Mstep: Class 15 contains 73275 members 
Mstep: Class 16 contains 89194 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 27252 members 
Mstep: Class 19 contains 4565 members 
Mstep: Class 20 contains 8477 members 
Mstep: Class 21 contains 45393 members 
Mstep: Class 22 contains 28019 members 
Mstep: Class 23 contains 9077 members 
Mstep: Class 24 contains 7629 members 
Mstep: Class 25 contains 24469 members 
Mstep: Class 26 contains 15583 members 
Mstep: Class 27 contains 6085 members 
Mstep: Class 28 contains 7820 members 
Mstep: Class 29 contains 3638 members 
Mstep: Class 30 contains 10039 members 
Mstep: Class 31 contains 25220 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977504.000000 Penalty: 116180.585938
Iteration 304Q: 34 clusters Score -1.119775e+08 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 3007 members 
Mstep: Class 3 contains 89615 members 
Mstep: Class 4 contains 3622 members 
Mstep: Class 5 contains 382702 members 
Mstep: Class 6 contains 4471 members 
Mstep: Class 7 contains 6193 members 
Mstep: Class 8 contains 6834 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 29101 members 
Mstep: Class 11 contains 218558 members 
Mstep: Class 12 contains 49559 members 
Mstep: Class 13 contains 154231 members 
Mstep: Class 14 contains 99118 members 
Mstep: Class 15 contains 73274 members 
Mstep: Class 16 contains 89194 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 27270 members 
Mstep: Class 19 contains 4565 members 
Mstep: Class 20 contains 8477 members 
Mstep: Class 21 contains 45393 members 
Mstep: Class 22 contains 28010 members 
Mstep: Class 23 contains 9078 members 
Mstep: Class 24 contains 7629 members 
Mstep: Class 25 contains 24466 members 
Mstep: Class 26 contains 15579 members 
Mstep: Class 27 contains 6085 members 
Mstep: Class 28 contains 7821 members 
Mstep: Class 29 contains 3638 members 
Mstep: Class 30 contains 10038 members 
Mstep: Class 31 contains 25215 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977352.000000 Penalty: 116180.585938
Iteration 305Q: 34 clusters Score -1.119774e+08 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 3007 members 
Mstep: Class 3 contains 89733 members 
Mstep: Class 4 contains 3623 members 
Mstep: Class 5 contains 382932 members 
Mstep: Class 6 contains 4471 members 
Mstep: Class 7 contains 6191 members 
Mstep: Class 8 contains 6835 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 29123 members 
Mstep: Class 11 contains 218507 members 
Mstep: Class 12 contains 49570 members 
Mstep: Class 13 contains 154231 members 
Mstep: Class 14 contains 98776 members 
Mstep: Class 15 contains 73275 members 
Mstep: Class 16 contains 89210 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 27278 members 
Mstep: Class 19 contains 4565 members 
Mstep: Class 20 contains 8477 members 
Mstep: Class 21 contains 45393 members 
Mstep: Class 22 contains 28005 members 
Mstep: Class 23 contains 9078 members 
Mstep: Class 24 contains 7629 members 
Mstep: Class 25 contains 24465 members 
Mstep: Class 26 contains 15574 members 
Mstep: Class 27 contains 6085 members 
Mstep: Class 28 contains 7821 members 
Mstep: Class 29 contains 3638 members 
Mstep: Class 30 contains 10037 members 
Mstep: Class 31 contains 25213 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977416.000000 Penalty: 116180.585938
Iteration 306Q: 34 clusters Score -1.119774e+08 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 3007 members 
Mstep: Class 3 contains 89855 members 
Mstep: Class 4 contains 3623 members 
Mstep: Class 5 contains 383204 members 
Mstep: Class 6 contains 4471 members 
Mstep: Class 7 contains 6194 members 
Mstep: Class 8 contains 6832 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 29139 members 
Mstep: Class 11 contains 218458 members 
Mstep: Class 12 contains 49578 members 
Mstep: Class 13 contains 154231 members 
Mstep: Class 14 contains 98398 members 
Mstep: Class 15 contains 73271 members 
Mstep: Class 16 contains 89227 members 
Mstep: Class 17 contains 2131 members 
Mstep: Class 18 contains 27281 members 
Mstep: Class 19 contains 4565 members 
Mstep: Class 20 contains 8478 members 
Mstep: Class 21 contains 45392 members 
Mstep: Class 22 contains 28008 members 
Mstep: Class 23 contains 9078 members 
Mstep: Class 24 contains 7628 members 
Mstep: Class 25 contains 24466 members 
Mstep: Class 26 contains 15569 members 
Mstep: Class 27 contains 6085 members 
Mstep: Class 28 contains 7821 members 
Mstep: Class 29 contains 3637 members 
Mstep: Class 30 contains 10034 members 
Mstep: Class 31 contains 25209 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977552.000000 Penalty: 116180.585938
Iteration 307Q: 34 clusters Score -1.119776e+08 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 3007 members 
Mstep: Class 3 contains 89997 members 
Mstep: Class 4 contains 3622 members 
Mstep: Class 5 contains 383485 members 
Mstep: Class 6 contains 4470 members 
Mstep: Class 7 contains 6196 members 
Mstep: Class 8 contains 6830 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 29156 members 
Mstep: Class 11 contains 218403 members 
Mstep: Class 12 contains 49580 members 
Mstep: Class 13 contains 154230 members 
Mstep: Class 14 contains 98016 members 
Mstep: Class 15 contains 73270 members 
Mstep: Class 16 contains 89232 members 
Mstep: Class 17 contains 2131 members 
Mstep: Class 18 contains 27287 members 
Mstep: Class 19 contains 4565 members 
Mstep: Class 20 contains 8479 members 
Mstep: Class 21 contains 45390 members 
Mstep: Class 22 contains 28001 members 
Mstep: Class 23 contains 9079 members 
Mstep: Class 24 contains 7627 members 
Mstep: Class 25 contains 24463 members 
Mstep: Class 26 contains 15569 members 
Mstep: Class 27 contains 6085 members 
Mstep: Class 28 contains 7821 members 
Mstep: Class 29 contains 3637 members 
Mstep: Class 30 contains 10030 members 
Mstep: Class 31 contains 25207 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977432.000000 Penalty: 116180.585938
Iteration 308Q: 34 clusters Score -1.119774e+08 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 3007 members 
Mstep: Class 3 contains 90143 members 
Mstep: Class 4 contains 3622 members 
Mstep: Class 5 contains 383784 members 
Mstep: Class 6 contains 4469 members 
Mstep: Class 7 contains 6199 members 
Mstep: Class 8 contains 6827 members 
Mstep: Class 9 contains 5228 members 
Mstep: Class 10 contains 29167 members 
Mstep: Class 11 contains 218347 members 
Mstep: Class 12 contains 49591 members 
Mstep: Class 13 contains 154230 members 
Mstep: Class 14 contains 97591 members 
Mstep: Class 15 contains 73267 members 
Mstep: Class 16 contains 89230 members 
Mstep: Class 17 contains 2133 members 
Mstep: Class 18 contains 27304 members 
Mstep: Class 19 contains 4565 members 
Mstep: Class 20 contains 8479 members 
Mstep: Class 21 contains 45389 members 
Mstep: Class 22 contains 28003 members 
Mstep: Class 23 contains 9080 members 
Mstep: Class 24 contains 7628 members 
Mstep: Class 25 contains 24461 members 
Mstep: Class 26 contains 15569 members 
Mstep: Class 27 contains 6085 members 
Mstep: Class 28 contains 7821 members 
Mstep: Class 29 contains 3637 members 
Mstep: Class 30 contains 10029 members 
Mstep: Class 31 contains 25199 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977576.000000 Penalty: 116180.585938
Iteration 309Q: 34 clusters Score -1.119776e+08 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 3007 members 
Mstep: Class 3 contains 90323 members 
Mstep: Class 4 contains 3621 members 
Mstep: Class 5 contains 384090 members 
Mstep: Class 6 contains 4469 members 
Mstep: Class 7 contains 6200 members 
Mstep: Class 8 contains 6824 members 
Mstep: Class 9 contains 5228 members 
Mstep: Class 10 contains 29183 members 
Mstep: Class 11 contains 218283 members 
Mstep: Class 12 contains 49607 members 
Mstep: Class 13 contains 154231 members 
Mstep: Class 14 contains 97129 members 
Mstep: Class 15 contains 73261 members 
Mstep: Class 16 contains 89231 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 27313 members 
Mstep: Class 19 contains 4565 members 
Mstep: Class 20 contains 8479 members 
Mstep: Class 21 contains 45388 members 
Mstep: Class 22 contains 28006 members 
Mstep: Class 23 contains 9080 members 
Mstep: Class 24 contains 7627 members 
Mstep: Class 25 contains 24459 members 
Mstep: Class 26 contains 15572 members 
Mstep: Class 27 contains 6085 members 
Mstep: Class 28 contains 7821 members 
Mstep: Class 29 contains 3639 members 
Mstep: Class 30 contains 10028 members 
Mstep: Class 31 contains 25191 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977432.000000 Penalty: 116180.585938
Iteration 310Q: 34 clusters Score -1.119774e+08 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 3007 members 
Mstep: Class 3 contains 90507 members 
Mstep: Class 4 contains 3622 members 
Mstep: Class 5 contains 384413 members 
Mstep: Class 6 contains 4469 members 
Mstep: Class 7 contains 6195 members 
Mstep: Class 8 contains 6819 members 
Mstep: Class 9 contains 5228 members 
Mstep: Class 10 contains 29201 members 
Mstep: Class 11 contains 218196 members 
Mstep: Class 12 contains 49620 members 
Mstep: Class 13 contains 154231 members 
Mstep: Class 14 contains 96670 members 
Mstep: Class 15 contains 73253 members 
Mstep: Class 16 contains 89246 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 27319 members 
Mstep: Class 19 contains 4565 members 
Mstep: Class 20 contains 8479 members 
Mstep: Class 21 contains 45387 members 
Mstep: Class 22 contains 28008 members 
Mstep: Class 23 contains 9080 members 
Mstep: Class 24 contains 7626 members 
Mstep: Class 25 contains 24461 members 
Mstep: Class 26 contains 15568 members 
Mstep: Class 27 contains 6086 members 
Mstep: Class 28 contains 7821 members 
Mstep: Class 29 contains 3639 members 
Mstep: Class 30 contains 10027 members 
Mstep: Class 31 contains 25187 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977648.000000 Penalty: 116180.585938
Iteration 311Q: 34 clusters Score -1.119776e+08 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 3007 members 
Mstep: Class 3 contains 90699 members 
Mstep: Class 4 contains 3623 members 
Mstep: Class 5 contains 384733 members 
Mstep: Class 6 contains 4470 members 
Mstep: Class 7 contains 6198 members 
Mstep: Class 8 contains 6817 members 
Mstep: Class 9 contains 5228 members 
Mstep: Class 10 contains 29218 members 
Mstep: Class 11 contains 218114 members 
Mstep: Class 12 contains 49628 members 
Mstep: Class 13 contains 154230 members 
Mstep: Class 14 contains 96226 members 
Mstep: Class 15 contains 73242 members 
Mstep: Class 16 contains 89244 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 27327 members 
Mstep: Class 19 contains 4565 members 
Mstep: Class 20 contains 8479 members 
Mstep: Class 21 contains 45389 members 
Mstep: Class 22 contains 28004 members 
Mstep: Class 23 contains 9081 members 
Mstep: Class 24 contains 7627 members 
Mstep: Class 25 contains 24457 members 
Mstep: Class 26 contains 15564 members 
Mstep: Class 27 contains 6086 members 
Mstep: Class 28 contains 7821 members 
Mstep: Class 29 contains 3639 members 
Mstep: Class 30 contains 10027 members 
Mstep: Class 31 contains 25178 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977872.000000 Penalty: 116180.585938
Iteration 312Q: 34 clusters Score -1.119779e+08 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 3007 members 
Mstep: Class 3 contains 90926 members 
Mstep: Class 4 contains 3623 members 
Mstep: Class 5 contains 385085 members 
Mstep: Class 6 contains 4471 members 
Mstep: Class 7 contains 6197 members 
Mstep: Class 8 contains 6814 members 
Mstep: Class 9 contains 5228 members 
Mstep: Class 10 contains 29249 members 
Mstep: Class 11 contains 218038 members 
Mstep: Class 12 contains 49641 members 
Mstep: Class 13 contains 154229 members 
Mstep: Class 14 contains 95700 members 
Mstep: Class 15 contains 73238 members 
Mstep: Class 16 contains 89248 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 27331 members 
Mstep: Class 19 contains 4565 members 
Mstep: Class 20 contains 8479 members 
Mstep: Class 21 contains 45385 members 
Mstep: Class 22 contains 27996 members 
Mstep: Class 23 contains 9081 members 
Mstep: Class 24 contains 7625 members 
Mstep: Class 25 contains 24452 members 
Mstep: Class 26 contains 15560 members 
Mstep: Class 27 contains 6086 members 
Mstep: Class 28 contains 7820 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 10026 members 
Mstep: Class 31 contains 25170 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977856.000000 Penalty: 116180.585938
Iteration 313Q: 34 clusters Score -1.119779e+08 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 3006 members 
Mstep: Class 3 contains 91180 members 
Mstep: Class 4 contains 3625 members 
Mstep: Class 5 contains 385425 members 
Mstep: Class 6 contains 4472 members 
Mstep: Class 7 contains 6190 members 
Mstep: Class 8 contains 6817 members 
Mstep: Class 9 contains 5228 members 
Mstep: Class 10 contains 29269 members 
Mstep: Class 11 contains 217973 members 
Mstep: Class 12 contains 49652 members 
Mstep: Class 13 contains 154228 members 
Mstep: Class 14 contains 95146 members 
Mstep: Class 15 contains 73248 members 
Mstep: Class 16 contains 89246 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 27337 members 
Mstep: Class 19 contains 4565 members 
Mstep: Class 20 contains 8480 members 
Mstep: Class 21 contains 45382 members 
Mstep: Class 22 contains 27987 members 
Mstep: Class 23 contains 9082 members 
Mstep: Class 24 contains 7623 members 
Mstep: Class 25 contains 24456 members 
Mstep: Class 26 contains 15555 members 
Mstep: Class 27 contains 6086 members 
Mstep: Class 28 contains 7820 members 
Mstep: Class 29 contains 3645 members 
Mstep: Class 30 contains 10028 members 
Mstep: Class 31 contains 25155 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111977832.000000 Penalty: 116180.585938
Iteration 314Q: 34 clusters Score -1.119778e+08 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 3003 members 
Mstep: Class 3 contains 91437 members 
Mstep: Class 4 contains 3631 members 
Mstep: Class 5 contains 385777 members 
Mstep: Class 6 contains 4471 members 
Mstep: Class 7 contains 6189 members 
Mstep: Class 8 contains 6814 members 
Mstep: Class 9 contains 5228 members 
Mstep: Class 10 contains 29291 members 
Mstep: Class 11 contains 217878 members 
Mstep: Class 12 contains 49659 members 
Mstep: Class 13 contains 154229 members 
Mstep: Class 14 contains 94594 members 
Mstep: Class 15 contains 73256 members 
Mstep: Class 16 contains 89243 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 27345 members 
Mstep: Class 19 contains 4565 members 
Mstep: Class 20 contains 8480 members 
Mstep: Class 21 contains 45380 members 
Mstep: Class 22 contains 27984 members 
Mstep: Class 23 contains 9085 members 
Mstep: Class 24 contains 7623 members 
Mstep: Class 25 contains 24460 members 
Mstep: Class 26 contains 15551 members 
Mstep: Class 27 contains 6087 members 
Mstep: Class 28 contains 7821 members 
Mstep: Class 29 contains 3647 members 
Mstep: Class 30 contains 10029 members 
Mstep: Class 31 contains 25141 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111978288.000000 Penalty: 116180.585938
Iteration 315Q: 34 clusters Score -1.119783e+08 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 3003 members 
Mstep: Class 3 contains 91723 members 
Mstep: Class 4 contains 3635 members 
Mstep: Class 5 contains 386118 members 
Mstep: Class 6 contains 4471 members 
Mstep: Class 7 contains 6182 members 
Mstep: Class 8 contains 6814 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 29313 members 
Mstep: Class 11 contains 217793 members 
Mstep: Class 12 contains 49668 members 
Mstep: Class 13 contains 154228 members 
Mstep: Class 14 contains 93986 members 
Mstep: Class 15 contains 73266 members 
Mstep: Class 16 contains 89260 members 
Mstep: Class 17 contains 2133 members 
Mstep: Class 18 contains 27361 members 
Mstep: Class 19 contains 4565 members 
Mstep: Class 20 contains 8480 members 
Mstep: Class 21 contains 45378 members 
Mstep: Class 22 contains 27980 members 
Mstep: Class 23 contains 9086 members 
Mstep: Class 24 contains 7622 members 
Mstep: Class 25 contains 24454 members 
Mstep: Class 26 contains 15549 members 
Mstep: Class 27 contains 6086 members 
Mstep: Class 28 contains 7821 members 
Mstep: Class 29 contains 3648 members 
Mstep: Class 30 contains 10030 members 
Mstep: Class 31 contains 25136 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111978432.000000 Penalty: 116180.585938
Iteration 316Q: 34 clusters Score -1.119784e+08 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 3002 members 
Mstep: Class 3 contains 92021 members 
Mstep: Class 4 contains 3638 members 
Mstep: Class 5 contains 386456 members 
Mstep: Class 6 contains 4474 members 
Mstep: Class 7 contains 6182 members 
Mstep: Class 8 contains 6816 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 29337 members 
Mstep: Class 11 contains 217699 members 
Mstep: Class 12 contains 49687 members 
Mstep: Class 13 contains 154225 members 
Mstep: Class 14 contains 93358 members 
Mstep: Class 15 contains 73277 members 
Mstep: Class 16 contains 89274 members 
Mstep: Class 17 contains 2133 members 
Mstep: Class 18 contains 27380 members 
Mstep: Class 19 contains 4566 members 
Mstep: Class 20 contains 8480 members 
Mstep: Class 21 contains 45376 members 
Mstep: Class 22 contains 27983 members 
Mstep: Class 23 contains 9088 members 
Mstep: Class 24 contains 7621 members 
Mstep: Class 25 contains 24460 members 
Mstep: Class 26 contains 15548 members 
Mstep: Class 27 contains 6086 members 
Mstep: Class 28 contains 7821 members 
Mstep: Class 29 contains 3649 members 
Mstep: Class 30 contains 10029 members 
Mstep: Class 31 contains 25126 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111978368.000000 Penalty: 116180.585938
Iteration 317Q: 34 clusters Score -1.119784e+08 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 3002 members 
Mstep: Class 3 contains 92343 members 
Mstep: Class 4 contains 3641 members 
Mstep: Class 5 contains 386878 members 
Mstep: Class 6 contains 4474 members 
Mstep: Class 7 contains 6176 members 
Mstep: Class 8 contains 6819 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 29385 members 
Mstep: Class 11 contains 217585 members 
Mstep: Class 12 contains 49698 members 
Mstep: Class 13 contains 154223 members 
Mstep: Class 14 contains 92634 members 
Mstep: Class 15 contains 73290 members 
Mstep: Class 16 contains 89283 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 27399 members 
Mstep: Class 19 contains 4567 members 
Mstep: Class 20 contains 8480 members 
Mstep: Class 21 contains 45375 members 
Mstep: Class 22 contains 27987 members 
Mstep: Class 23 contains 9089 members 
Mstep: Class 24 contains 7619 members 
Mstep: Class 25 contains 24468 members 
Mstep: Class 26 contains 15548 members 
Mstep: Class 27 contains 6086 members 
Mstep: Class 28 contains 7821 members 
Mstep: Class 29 contains 3649 members 
Mstep: Class 30 contains 10030 members 
Mstep: Class 31 contains 25109 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111978376.000000 Penalty: 116180.585938
Iteration 318Q: 34 clusters Score -1.119784e+08 nChanged 1884
Entering ConstructFrom: 
Score: -111978376.000000 Penalty: 116180.585938
Entering ConstructFrom: 
Trying to split cluster 1 (9765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Entering Unmasked Estep 
Score: -734332.562500 Penalty: 2278.266846
	Iteration 0F: 2 clusters Score -734332.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -726826.687500 Penalty: 4556.533691
	Iteration 0F: 3 clusters Score -726826.7 nChanged 4030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -729015.875000 Penalty: 4556.533691
	Iteration 1F: 3 clusters Score -729015.9 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -729374.625000 Penalty: 4556.533691
	Iteration 2F: 3 clusters Score -729374.6 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -729729.062500 Penalty: 4556.533691
	Iteration 3F: 3 clusters Score -729729.1 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -730183.500000 Penalty: 4556.533691
	Iteration 4F: 3 clusters Score -730183.5 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -730714.375000 Penalty: 4556.533691
	Iteration 5F: 3 clusters Score -730714.4 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -731310.062500 Penalty: 4556.533691
	Iteration 6F: 3 clusters Score -731310.1 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -731779.812500 Penalty: 4556.533691
	Iteration 7F: 3 clusters Score -731779.8 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -732164.687500 Penalty: 4556.533691
	Iteration 8F: 3 clusters Score -732164.7 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -732487.375000 Penalty: 4556.533691
	Iteration 9F: 3 clusters Score -732487.4 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -732737.000000 Penalty: 4556.533691
	Iteration 10Q: 3 clusters Score -732737 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -732946.625000 Penalty: 4556.533691
	Iteration 11Q: 3 clusters Score -732946.6 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -733166.812500 Penalty: 4556.533691
	Iteration 12Q: 3 clusters Score -733166.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -733364.562500 Penalty: 4556.533691
	Iteration 13Q: 3 clusters Score -733364.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -733498.500000 Penalty: 4556.533691
	Iteration 14Q: 3 clusters Score -733498.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -733613.812500 Penalty: 4556.533691
	Iteration 15Q: 3 clusters Score -733613.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -733724.312500 Penalty: 4556.533691
	Iteration 16Q: 3 clusters Score -733724.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -733846.500000 Penalty: 4556.533691
	Iteration 17Q: 3 clusters Score -733846.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -733944.812500 Penalty: 4556.533691
	Iteration 18Q: 3 clusters Score -733944.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -734009.375000 Penalty: 4556.533691
	Iteration 19Q: 3 clusters Score -734009.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -734048.312500 Penalty: 4556.533691
	Iteration 20F: 3 clusters Score -734048.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -734075.250000 Penalty: 4556.533691
	Iteration 21Q: 3 clusters Score -734075.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -734090.437500 Penalty: 4556.533691
	Iteration 22Q: 3 clusters Score -734090.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -734102.312500 Penalty: 4556.533691
	Iteration 23Q: 3 clusters Score -734102.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -734111.562500 Penalty: 4556.533691
	Iteration 24Q: 3 clusters Score -734111.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -734113.875000 Penalty: 4556.533691
	Iteration 25Q: 3 clusters Score -734113.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -734121.125000 Penalty: 4556.533691
	Iteration 26Q: 3 clusters Score -734121.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -734126.562500 Penalty: 4556.533691
	Iteration 27Q: 3 clusters Score -734126.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -734128.187500 Penalty: 4556.533691
	Iteration 28Q: 3 clusters Score -734128.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -734132.812500 Penalty: 4556.533691
	Iteration 29Q: 3 clusters Score -734132.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -734135.375000 Penalty: 4556.533691
	Iteration 30Q: 3 clusters Score -734135.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -734138.500000 Penalty: 4556.533691
	Iteration 31Q: 3 clusters Score -734138.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -734140.750000 Penalty: 4556.533691
	Iteration 32Q: 3 clusters Score -734140.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -734144.812500 Penalty: 4556.533691
	Iteration 33Q: 3 clusters Score -734144.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -734150.250000 Penalty: 4556.533691
	Iteration 34Q: 3 clusters Score -734150.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -734153.250000 Penalty: 4556.533691
	Iteration 35Q: 3 clusters Score -734153.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -734156.750000 Penalty: 4556.533691
	Iteration 36Q: 3 clusters Score -734156.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -734158.000000 Penalty: 4556.533691
	Iteration 37Q: 3 clusters Score -734158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -734158.000000 Penalty: 4556.533691
	Iteration 38Q: 3 clusters Score -734158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -734158.562500 Penalty: 4556.533691
	Iteration 39Q: 3 clusters Score -734158.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -734158.937500 Penalty: 4556.533691
	Iteration 40F: 3 clusters Score -734158.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -734162.250000 Penalty: 4556.533691
	Iteration 41Q: 3 clusters Score -734162.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -734162.312500 Penalty: 4556.533691
	Iteration 42Q: 3 clusters Score -734162.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -734161.875000 Penalty: 4556.533691
	Iteration 43Q: 3 clusters Score -734161.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -734163.375000 Penalty: 4556.533691
	Iteration 44Q: 3 clusters Score -734163.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -734162.937500 Penalty: 4556.533691
	Iteration 45Q: 3 clusters Score -734162.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -734162.437500 Penalty: 4556.533691
	Iteration 46Q: 3 clusters Score -734162.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -734162.500000 Penalty: 4556.533691
	Iteration 47Q: 3 clusters Score -734162.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -734162.375000 Penalty: 4556.533691
	Iteration 48Q: 3 clusters Score -734162.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -734164.312500 Penalty: 4556.533691
	Iteration 49Q: 3 clusters Score -734164.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -734163.687500 Penalty: 4556.533691
	Iteration 50Q: 3 clusters Score -734163.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -734163.687500 Penalty: 4556.533691
	Iteration 51F: 3 clusters Score -734163.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Entering Unmasked Estep 
Score: -188235.437500 Penalty: 1985.744507
	Iteration 0F: 2 clusters Score -188235.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -184980.312500 Penalty: 3971.489014
	Iteration 0F: 3 clusters Score -184980.3 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -185868.171875 Penalty: 3971.489014
	Iteration 1F: 3 clusters Score -185868.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -186266.015625 Penalty: 3971.489014
	Iteration 2F: 3 clusters Score -186266 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -186589.171875 Penalty: 3971.489014
	Iteration 3F: 3 clusters Score -186589.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -186831.734375 Penalty: 3971.489014
	Iteration 4F: 3 clusters Score -186831.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -187074.671875 Penalty: 3971.489014
	Iteration 5F: 3 clusters Score -187074.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -187208.796875 Penalty: 3971.489014
	Iteration 6Q: 3 clusters Score -187208.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -187291.390625 Penalty: 3971.489014
	Iteration 7Q: 3 clusters Score -187291.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -187340.625000 Penalty: 3971.489014
	Iteration 8Q: 3 clusters Score -187340.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -187378.093750 Penalty: 3971.489014
	Iteration 9Q: 3 clusters Score -187378.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -187404.531250 Penalty: 3971.489014
	Iteration 10Q: 3 clusters Score -187404.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -187426.593750 Penalty: 3971.489014
	Iteration 11Q: 3 clusters Score -187426.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -187440.000000 Penalty: 3971.489014
	Iteration 12Q: 3 clusters Score -187440 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -187455.593750 Penalty: 3971.489014
	Iteration 13Q: 3 clusters Score -187455.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -187470.500000 Penalty: 3971.489014
	Iteration 14Q: 3 clusters Score -187470.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -187483.125000 Penalty: 3971.489014
	Iteration 15Q: 3 clusters Score -187483.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -187495.718750 Penalty: 3971.489014
	Iteration 16Q: 3 clusters Score -187495.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -187504.781250 Penalty: 3971.489014
	Iteration 17Q: 3 clusters Score -187504.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -187515.343750 Penalty: 3971.489014
	Iteration 18Q: 3 clusters Score -187515.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -187528.046875 Penalty: 3971.489014
	Iteration 19Q: 3 clusters Score -187528 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -187541.000000 Penalty: 3971.489014
	Iteration 20F: 3 clusters Score -187541 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -187554.156250 Penalty: 3971.489014
	Iteration 21Q: 3 clusters Score -187554.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -187564.953125 Penalty: 3971.489014
	Iteration 22Q: 3 clusters Score -187565 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -187577.953125 Penalty: 3971.489014
	Iteration 23Q: 3 clusters Score -187578 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -187592.625000 Penalty: 3971.489014
	Iteration 24Q: 3 clusters Score -187592.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -187612.687500 Penalty: 3971.489014
	Iteration 25Q: 3 clusters Score -187612.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -187618.031250 Penalty: 3971.489014
	Iteration 26Q: 3 clusters Score -187618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -187620.656250 Penalty: 3971.489014
	Iteration 27Q: 3 clusters Score -187620.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -187621.578125 Penalty: 3971.489014
	Iteration 28Q: 3 clusters Score -187621.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -187623.718750 Penalty: 3971.489014
	Iteration 29Q: 3 clusters Score -187623.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -187627.328125 Penalty: 3971.489014
	Iteration 30Q: 3 clusters Score -187627.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -187630.734375 Penalty: 3971.489014
	Iteration 31Q: 3 clusters Score -187630.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -187633.593750 Penalty: 3971.489014
	Iteration 32Q: 3 clusters Score -187633.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -187636.812500 Penalty: 3971.489014
	Iteration 33Q: 3 clusters Score -187636.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -187638.859375 Penalty: 3971.489014
	Iteration 34Q: 3 clusters Score -187638.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -187640.531250 Penalty: 3971.489014
	Iteration 35Q: 3 clusters Score -187640.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -187643.203125 Penalty: 3971.489014
	Iteration 36Q: 3 clusters Score -187643.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -187645.093750 Penalty: 3971.489014
	Iteration 37Q: 3 clusters Score -187645.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -187646.703125 Penalty: 3971.489014
	Iteration 38F: 3 clusters Score -187646.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -187657.156250 Penalty: 3971.489014
	Iteration 39Q: 3 clusters Score -187657.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -187660.593750 Penalty: 3971.489014
	Iteration 40F: 3 clusters Score -187660.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -187663.375000 Penalty: 3971.489014
	Iteration 41Q: 3 clusters Score -187663.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -187665.171875 Penalty: 3971.489014
	Iteration 42Q: 3 clusters Score -187665.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -187667.375000 Penalty: 3971.489014
	Iteration 43Q: 3 clusters Score -187667.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -187672.109375 Penalty: 3971.489014
	Iteration 44Q: 3 clusters Score -187672.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -187674.937500 Penalty: 3971.489014
	Iteration 45Q: 3 clusters Score -187674.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -187675.140625 Penalty: 3971.489014
	Iteration 46Q: 3 clusters Score -187675.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -187676.000000 Penalty: 3971.489014
	Iteration 47Q: 3 clusters Score -187676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -187678.562500 Penalty: 3971.489014
	Iteration 48Q: 3 clusters Score -187678.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -187682.078125 Penalty: 3971.489014
	Iteration 49Q: 3 clusters Score -187682.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -187683.531250 Penalty: 3971.489014
	Iteration 50Q: 3 clusters Score -187683.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -187683.531250 Penalty: 3971.489014
	Iteration 51F: 3 clusters Score -187683.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (92705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92705 members 
Entering Unmasked Estep 
Score: -7473666.500000 Penalty: 2836.420166
	Iteration 0F: 2 clusters Score -7473666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46383 members 
Mstep: Class 2 contains 46322 members 
Entering Unmasked Estep 
Score: -7411450.500000 Penalty: 5672.840332
	Iteration 0F: 3 clusters Score -7411450 nChanged 44059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47226 members 
Mstep: Class 2 contains 45479 members 
Entering Unmasked Estep 
Score: -7436516.500000 Penalty: 5672.840332
	Iteration 1F: 3 clusters Score -7436516 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47714 members 
Mstep: Class 2 contains 44991 members 
Entering Unmasked Estep 
Score: -7437191.500000 Penalty: 5672.840332
	Iteration 2Q: 3 clusters Score -7437192 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48494 members 
Mstep: Class 2 contains 44211 members 
Entering Unmasked Estep 
Score: -7438006.000000 Penalty: 5672.840332
	Iteration 3Q: 3 clusters Score -7438006 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49715 members 
Mstep: Class 2 contains 42990 members 
Entering Unmasked Estep 
Score: -7438943.500000 Penalty: 5672.840332
	Iteration 4Q: 3 clusters Score -7438944 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51488 members 
Mstep: Class 2 contains 41217 members 
Entering Unmasked Estep 
Score: -7440191.000000 Penalty: 5672.840332
	Iteration 5Q: 3 clusters Score -7440191 nChanged 4019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54003 members 
Mstep: Class 2 contains 38702 members 
Entering Unmasked Estep 
Score: -7442281.000000 Penalty: 5672.840332
	Iteration 6Q: 3 clusters Score -7442281 nChanged 4913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57364 members 
Mstep: Class 2 contains 35341 members 
Entering Unmasked Estep 
Score: -7445736.000000 Penalty: 5672.840332
	Iteration 7F: 3 clusters Score -7445736 nChanged 5585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61161 members 
Mstep: Class 2 contains 31544 members 
Entering Unmasked Estep 
Score: -7450346.500000 Penalty: 5672.840332
	Iteration 8F: 3 clusters Score -7450346 nChanged 5908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64781 members 
Mstep: Class 2 contains 27924 members 
Entering Unmasked Estep 
Score: -7455493.000000 Penalty: 5672.840332
	Iteration 9F: 3 clusters Score -7455493 nChanged 5387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67646 members 
Mstep: Class 2 contains 25059 members 
Entering Unmasked Estep 
Score: -7459757.500000 Penalty: 5672.840332
	Iteration 10F: 3 clusters Score -7459758 nChanged 4225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69585 members 
Mstep: Class 2 contains 23120 members 
Entering Unmasked Estep 
Score: -7462403.500000 Penalty: 5672.840332
	Iteration 11Q: 3 clusters Score -7462404 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70998 members 
Mstep: Class 2 contains 21707 members 
Entering Unmasked Estep 
Score: -7463616.000000 Penalty: 5672.840332
	Iteration 12Q: 3 clusters Score -7463616 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72327 members 
Mstep: Class 2 contains 20378 members 
Entering Unmasked Estep 
Score: -7464365.500000 Penalty: 5672.840332
	Iteration 13Q: 3 clusters Score -7464366 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73627 members 
Mstep: Class 2 contains 19078 members 
Entering Unmasked Estep 
Score: -7464890.000000 Penalty: 5672.840332
	Iteration 14Q: 3 clusters Score -7464890 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74923 members 
Mstep: Class 2 contains 17782 members 
Entering Unmasked Estep 
Score: -7465373.000000 Penalty: 5672.840332
	Iteration 15Q: 3 clusters Score -7465373 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76190 members 
Mstep: Class 2 contains 16515 members 
Entering Unmasked Estep 
Score: -7465812.500000 Penalty: 5672.840332
	Iteration 16Q: 3 clusters Score -7465812 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77413 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -7466274.500000 Penalty: 5672.840332
	Iteration 17Q: 3 clusters Score -7466274 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78617 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -7466768.000000 Penalty: 5672.840332
	Iteration 18Q: 3 clusters Score -7466768 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79810 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -7467237.000000 Penalty: 5672.840332
	Iteration 19Q: 3 clusters Score -7467237 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80924 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -7467644.000000 Penalty: 5672.840332
	Iteration 20F: 3 clusters Score -7467644 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81983 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -7468059.000000 Penalty: 5672.840332
	Iteration 21Q: 3 clusters Score -7468059 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83028 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -7468438.000000 Penalty: 5672.840332
	Iteration 22Q: 3 clusters Score -7468438 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83950 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -7468821.500000 Penalty: 5672.840332
	Iteration 23Q: 3 clusters Score -7468822 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84817 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -7469158.000000 Penalty: 5672.840332
	Iteration 24Q: 3 clusters Score -7469158 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85588 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -7469493.000000 Penalty: 5672.840332
	Iteration 25Q: 3 clusters Score -7469493 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86304 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -7469735.000000 Penalty: 5672.840332
	Iteration 26Q: 3 clusters Score -7469735 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86945 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -7469971.000000 Penalty: 5672.840332
	Iteration 27Q: 3 clusters Score -7469971 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87518 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -7470185.500000 Penalty: 5672.840332
	Iteration 28Q: 3 clusters Score -7470186 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87976 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -7470343.000000 Penalty: 5672.840332
	Iteration 29Q: 3 clusters Score -7470343 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88390 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -7470509.000000 Penalty: 5672.840332
	Iteration 30Q: 3 clusters Score -7470509 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88767 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -7470642.500000 Penalty: 5672.840332
	Iteration 31Q: 3 clusters Score -7470642 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89121 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -7470791.500000 Penalty: 5672.840332
	Iteration 32Q: 3 clusters Score -7470792 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89428 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -7470983.500000 Penalty: 5672.840332
	Iteration 33Q: 3 clusters Score -7470984 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89684 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -7471148.500000 Penalty: 5672.840332
	Iteration 34Q: 3 clusters Score -7471148 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89916 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -7471317.500000 Penalty: 5672.840332
	Iteration 35Q: 3 clusters Score -7471318 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90103 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -7471545.500000 Penalty: 5672.840332
	Iteration 36Q: 3 clusters Score -7471546 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90237 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -7471770.500000 Penalty: 5672.840332
	Iteration 37Q: 3 clusters Score -7471770 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90331 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -7471936.000000 Penalty: 5672.840332
	Iteration 38Q: 3 clusters Score -7471936 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90388 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -7472062.500000 Penalty: 5672.840332
	Iteration 39Q: 3 clusters Score -7472062 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90417 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -7472161.000000 Penalty: 5672.840332
	Iteration 40F: 3 clusters Score -7472161 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90397 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -7472187.500000 Penalty: 5672.840332
	Iteration 41Q: 3 clusters Score -7472188 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90352 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -7472215.500000 Penalty: 5672.840332
	Iteration 42Q: 3 clusters Score -7472216 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90319 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -7472258.000000 Penalty: 5672.840332
	Iteration 43Q: 3 clusters Score -7472258 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90296 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -7472271.500000 Penalty: 5672.840332
	Iteration 44Q: 3 clusters Score -7472272 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90278 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -7472282.500000 Penalty: 5672.840332
	Iteration 45Q: 3 clusters Score -7472282 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90259 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -7472303.500000 Penalty: 5672.840332
	Iteration 46Q: 3 clusters Score -7472304 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90236 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -7472306.500000 Penalty: 5672.840332
	Iteration 47Q: 3 clusters Score -7472306 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90224 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -7472321.500000 Penalty: 5672.840332
	Iteration 48Q: 3 clusters Score -7472322 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90194 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -7472319.500000 Penalty: 5672.840332
	Iteration 49Q: 3 clusters Score -7472320 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90170 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -7472332.500000 Penalty: 5672.840332
	Iteration 50Q: 3 clusters Score -7472332 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90153 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -7472324.000000 Penalty: 5672.840332
	Iteration 51Q: 3 clusters Score -7472324 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90128 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -7472331.500000 Penalty: 5672.840332
	Iteration 52Q: 3 clusters Score -7472332 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90101 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -7472347.000000 Penalty: 5672.840332
	Iteration 53Q: 3 clusters Score -7472347 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90061 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -7472359.000000 Penalty: 5672.840332
	Iteration 54Q: 3 clusters Score -7472359 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90041 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -7472356.500000 Penalty: 5672.840332
	Iteration 55Q: 3 clusters Score -7472356 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90027 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -7472377.500000 Penalty: 5672.840332
	Iteration 56Q: 3 clusters Score -7472378 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90008 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -7472379.500000 Penalty: 5672.840332
	Iteration 57Q: 3 clusters Score -7472380 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89976 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -7472364.500000 Penalty: 5672.840332
	Iteration 58Q: 3 clusters Score -7472364 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89950 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -7472374.000000 Penalty: 5672.840332
	Iteration 59Q: 3 clusters Score -7472374 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89922 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -7472392.500000 Penalty: 5672.840332
	Iteration 60F: 3 clusters Score -7472392 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89896 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -7472390.500000 Penalty: 5672.840332
	Iteration 61Q: 3 clusters Score -7472390 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89880 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -7472395.500000 Penalty: 5672.840332
	Iteration 62Q: 3 clusters Score -7472396 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89866 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -7472399.500000 Penalty: 5672.840332
	Iteration 63Q: 3 clusters Score -7472400 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89857 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -7472403.000000 Penalty: 5672.840332
	Iteration 64Q: 3 clusters Score -7472403 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89842 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -7472412.500000 Penalty: 5672.840332
	Iteration 65Q: 3 clusters Score -7472412 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89833 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -7472415.000000 Penalty: 5672.840332
	Iteration 66Q: 3 clusters Score -7472415 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89827 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -7472420.000000 Penalty: 5672.840332
	Iteration 67Q: 3 clusters Score -7472420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89826 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -7472421.500000 Penalty: 5672.840332
	Iteration 68Q: 3 clusters Score -7472422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89824 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -7472423.000000 Penalty: 5672.840332
	Iteration 69Q: 3 clusters Score -7472423 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89820 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -7472429.000000 Penalty: 5672.840332
	Iteration 70Q: 3 clusters Score -7472429 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89813 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -7472433.500000 Penalty: 5672.840332
	Iteration 71Q: 3 clusters Score -7472434 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89807 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -7472438.000000 Penalty: 5672.840332
	Iteration 72Q: 3 clusters Score -7472438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89805 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -7472432.000000 Penalty: 5672.840332
	Iteration 73Q: 3 clusters Score -7472432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89802 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -7472430.000000 Penalty: 5672.840332
	Iteration 74Q: 3 clusters Score -7472430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89800 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -7472433.500000 Penalty: 5672.840332
	Iteration 75Q: 3 clusters Score -7472434 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89790 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -7472439.000000 Penalty: 5672.840332
	Iteration 76Q: 3 clusters Score -7472439 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89783 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -7472430.500000 Penalty: 5672.840332
	Iteration 77Q: 3 clusters Score -7472430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89776 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -7472434.000000 Penalty: 5672.840332
	Iteration 78Q: 3 clusters Score -7472434 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89769 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -7472436.500000 Penalty: 5672.840332
	Iteration 79Q: 3 clusters Score -7472436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89763 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -7472437.000000 Penalty: 5672.840332
	Iteration 80F: 3 clusters Score -7472437 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89756 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -7472439.000000 Penalty: 5672.840332
	Iteration 81Q: 3 clusters Score -7472439 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89748 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -7472438.000000 Penalty: 5672.840332
	Iteration 82Q: 3 clusters Score -7472438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89740 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -7472433.000000 Penalty: 5672.840332
	Iteration 83Q: 3 clusters Score -7472433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89736 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -7472441.000000 Penalty: 5672.840332
	Iteration 84Q: 3 clusters Score -7472441 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89729 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -7472449.000000 Penalty: 5672.840332
	Iteration 85Q: 3 clusters Score -7472449 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89724 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -7472449.500000 Penalty: 5672.840332
	Iteration 86Q: 3 clusters Score -7472450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89721 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -7472454.000000 Penalty: 5672.840332
	Iteration 87Q: 3 clusters Score -7472454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89718 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -7472455.500000 Penalty: 5672.840332
	Iteration 88Q: 3 clusters Score -7472456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89716 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -7472461.000000 Penalty: 5672.840332
	Iteration 89Q: 3 clusters Score -7472461 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89713 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -7472460.000000 Penalty: 5672.840332
	Iteration 90Q: 3 clusters Score -7472460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89712 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -7472465.500000 Penalty: 5672.840332
	Iteration 91Q: 3 clusters Score -7472466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89712 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -7472468.000000 Penalty: 5672.840332
	Iteration 92Q: 3 clusters Score -7472468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89711 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -7472465.000000 Penalty: 5672.840332
	Iteration 93Q: 3 clusters Score -7472465 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89711 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -7472465.000000 Penalty: 5672.840332
	Iteration 94F: 3 clusters Score -7472465 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Entering Unmasked Estep 
Score: -243159.437500 Penalty: 2033.739502
	Iteration 0F: 2 clusters Score -243159.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -239505.156250 Penalty: 4067.479004
	Iteration 0F: 3 clusters Score -239505.2 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -240312.062500 Penalty: 4067.479004
	Iteration 1F: 3 clusters Score -240312.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -240546.281250 Penalty: 4067.479004
	Iteration 2F: 3 clusters Score -240546.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -240740.875000 Penalty: 4067.479004
	Iteration 3F: 3 clusters Score -240740.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -240869.953125 Penalty: 4067.479004
	Iteration 4Q: 3 clusters Score -240870 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -240959.203125 Penalty: 4067.479004
	Iteration 5Q: 3 clusters Score -240959.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -241043.453125 Penalty: 4067.479004
	Iteration 6Q: 3 clusters Score -241043.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -241099.937500 Penalty: 4067.479004
	Iteration 7Q: 3 clusters Score -241099.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -241155.812500 Penalty: 4067.479004
	Iteration 8Q: 3 clusters Score -241155.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -241200.343750 Penalty: 4067.479004
	Iteration 9Q: 3 clusters Score -241200.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -241232.140625 Penalty: 4067.479004
	Iteration 10Q: 3 clusters Score -241232.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -241260.984375 Penalty: 4067.479004
	Iteration 11Q: 3 clusters Score -241261 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -241281.421875 Penalty: 4067.479004
	Iteration 12Q: 3 clusters Score -241281.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -241298.046875 Penalty: 4067.479004
	Iteration 13Q: 3 clusters Score -241298 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -241312.109375 Penalty: 4067.479004
	Iteration 14Q: 3 clusters Score -241312.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -241327.968750 Penalty: 4067.479004
	Iteration 15Q: 3 clusters Score -241328 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -241341.781250 Penalty: 4067.479004
	Iteration 16Q: 3 clusters Score -241341.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -241354.093750 Penalty: 4067.479004
	Iteration 17Q: 3 clusters Score -241354.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -241366.718750 Penalty: 4067.479004
	Iteration 18Q: 3 clusters Score -241366.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -241377.203125 Penalty: 4067.479004
	Iteration 19Q: 3 clusters Score -241377.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -241389.343750 Penalty: 4067.479004
	Iteration 20F: 3 clusters Score -241389.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -241408.312500 Penalty: 4067.479004
	Iteration 21Q: 3 clusters Score -241408.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -241427.640625 Penalty: 4067.479004
	Iteration 22Q: 3 clusters Score -241427.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -241449.968750 Penalty: 4067.479004
	Iteration 23Q: 3 clusters Score -241450 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -241471.234375 Penalty: 4067.479004
	Iteration 24Q: 3 clusters Score -241471.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -241490.187500 Penalty: 4067.479004
	Iteration 25Q: 3 clusters Score -241490.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -241506.718750 Penalty: 4067.479004
	Iteration 26Q: 3 clusters Score -241506.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -241518.671875 Penalty: 4067.479004
	Iteration 27Q: 3 clusters Score -241518.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -241528.656250 Penalty: 4067.479004
	Iteration 28Q: 3 clusters Score -241528.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -241536.640625 Penalty: 4067.479004
	Iteration 29Q: 3 clusters Score -241536.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -241544.140625 Penalty: 4067.479004
	Iteration 30Q: 3 clusters Score -241544.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -241551.828125 Penalty: 4067.479004
	Iteration 31Q: 3 clusters Score -241551.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -241557.484375 Penalty: 4067.479004
	Iteration 32Q: 3 clusters Score -241557.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -241563.484375 Penalty: 4067.479004
	Iteration 33Q: 3 clusters Score -241563.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -241572.343750 Penalty: 4067.479004
	Iteration 34Q: 3 clusters Score -241572.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -241579.453125 Penalty: 4067.479004
	Iteration 35Q: 3 clusters Score -241579.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -241584.812500 Penalty: 4067.479004
	Iteration 36Q: 3 clusters Score -241584.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -241590.546875 Penalty: 4067.479004
	Iteration 37Q: 3 clusters Score -241590.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -241594.531250 Penalty: 4067.479004
	Iteration 38Q: 3 clusters Score -241594.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -241599.421875 Penalty: 4067.479004
	Iteration 39Q: 3 clusters Score -241599.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -241603.953125 Penalty: 4067.479004
	Iteration 40F: 3 clusters Score -241604 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -241611.062500 Penalty: 4067.479004
	Iteration 41Q: 3 clusters Score -241611.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -241617.062500 Penalty: 4067.479004
	Iteration 42Q: 3 clusters Score -241617.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -241619.421875 Penalty: 4067.479004
	Iteration 43Q: 3 clusters Score -241619.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -241622.328125 Penalty: 4067.479004
	Iteration 44Q: 3 clusters Score -241622.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -241626.796875 Penalty: 4067.479004
	Iteration 45Q: 3 clusters Score -241626.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -241628.296875 Penalty: 4067.479004
	Iteration 46Q: 3 clusters Score -241628.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -241629.843750 Penalty: 4067.479004
	Iteration 47Q: 3 clusters Score -241629.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -241631.625000 Penalty: 4067.479004
	Iteration 48Q: 3 clusters Score -241631.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -241632.515625 Penalty: 4067.479004
	Iteration 49Q: 3 clusters Score -241632.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -241632.765625 Penalty: 4067.479004
	Iteration 50Q: 3 clusters Score -241632.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -241632.562500 Penalty: 4067.479004
	Iteration 51Q: 3 clusters Score -241632.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -241632.562500 Penalty: 4067.479004
	Iteration 52F: 3 clusters Score -241632.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (387313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387313 members 
Entering Unmasked Estep 
Score: -30713798.000000 Penalty: 3191.013184
	Iteration 0F: 2 clusters Score -3.07138e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193986 members 
Mstep: Class 2 contains 193327 members 
Entering Unmasked Estep 
Score: -30452678.000000 Penalty: 6382.026367
	Iteration 0F: 3 clusters Score -3.045268e+07 nChanged 188477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198629 members 
Mstep: Class 2 contains 188684 members 
Entering Unmasked Estep 
Score: -30565038.000000 Penalty: 6382.026367
	Iteration 1F: 3 clusters Score -3.056504e+07 nChanged 8921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201688 members 
Mstep: Class 2 contains 185625 members 
Entering Unmasked Estep 
Score: -30566688.000000 Penalty: 6382.026367
	Iteration 2Q: 3 clusters Score -3.056669e+07 nChanged 9532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206358 members 
Mstep: Class 2 contains 180955 members 
Entering Unmasked Estep 
Score: -30569108.000000 Penalty: 6382.026367
	Iteration 3Q: 3 clusters Score -3.056911e+07 nChanged 10729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213463 members 
Mstep: Class 2 contains 173850 members 
Entering Unmasked Estep 
Score: -30572062.000000 Penalty: 6382.026367
	Iteration 4Q: 3 clusters Score -3.057206e+07 nChanged 13240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224209 members 
Mstep: Class 2 contains 163104 members 
Entering Unmasked Estep 
Score: -30576498.000000 Penalty: 6382.026367
	Iteration 5Q: 3 clusters Score -3.05765e+07 nChanged 17358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240287 members 
Mstep: Class 2 contains 147026 members 
Entering Unmasked Estep 
Score: -30584482.000000 Penalty: 6382.026367
	Iteration 6Q: 3 clusters Score -3.058448e+07 nChanged 23866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263611 members 
Mstep: Class 2 contains 123702 members 
Entering Unmasked Estep 
Score: -30598982.000000 Penalty: 6382.026367
	Iteration 7F: 3 clusters Score -3.059898e+07 nChanged 31106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294527 members 
Mstep: Class 2 contains 92786 members 
Entering Unmasked Estep 
Score: -30623224.000000 Penalty: 6382.026367
	Iteration 8F: 3 clusters Score -3.062322e+07 nChanged 35147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329626 members 
Mstep: Class 2 contains 57687 members 
Entering Unmasked Estep 
Score: -30656576.000000 Penalty: 6382.026367
	Iteration 9F: 3 clusters Score -3.065658e+07 nChanged 30142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359760 members 
Mstep: Class 2 contains 27553 members 
Entering Unmasked Estep 
Score: -30685936.000000 Penalty: 6382.026367
	Iteration 10F: 3 clusters Score -3.068594e+07 nChanged 17294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377054 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -30702568.000000 Penalty: 6382.026367
	Iteration 11Q: 3 clusters Score -3.070257e+07 nChanged 6649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383701 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -30708780.000000 Penalty: 6382.026367
	Iteration 12Q: 3 clusters Score -3.070878e+07 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385633 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -30710634.000000 Penalty: 6382.026367
	Iteration 13Q: 3 clusters Score -3.071063e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386094 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -30711476.000000 Penalty: 6382.026367
	Iteration 14Q: 3 clusters Score -3.071148e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386137 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -30711890.000000 Penalty: 6382.026367
	Iteration 15Q: 3 clusters Score -3.071189e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386069 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -30712066.000000 Penalty: 6382.026367
	Iteration 16Q: 3 clusters Score -3.071207e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385959 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -30712256.000000 Penalty: 6382.026367
	Iteration 17Q: 3 clusters Score -3.071226e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385858 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -30712368.000000 Penalty: 6382.026367
	Iteration 18Q: 3 clusters Score -3.071237e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385769 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -30712426.000000 Penalty: 6382.026367
	Iteration 19Q: 3 clusters Score -3.071243e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385701 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -30712508.000000 Penalty: 6382.026367
	Iteration 20F: 3 clusters Score -3.071251e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385612 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -30712548.000000 Penalty: 6382.026367
	Iteration 21Q: 3 clusters Score -3.071255e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385540 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -30712602.000000 Penalty: 6382.026367
	Iteration 22Q: 3 clusters Score -3.07126e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385481 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -30712594.000000 Penalty: 6382.026367
	Iteration 23Q: 3 clusters Score -3.071259e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385443 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -30712672.000000 Penalty: 6382.026367
	Iteration 24Q: 3 clusters Score -3.071267e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385409 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -30712706.000000 Penalty: 6382.026367
	Iteration 25Q: 3 clusters Score -3.071271e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385373 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -30712698.000000 Penalty: 6382.026367
	Iteration 26Q: 3 clusters Score -3.07127e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385345 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -30712712.000000 Penalty: 6382.026367
	Iteration 27Q: 3 clusters Score -3.071271e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385333 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -30712716.000000 Penalty: 6382.026367
	Iteration 28Q: 3 clusters Score -3.071272e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385313 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -30712702.000000 Penalty: 6382.026367
	Iteration 29Q: 3 clusters Score -3.07127e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385296 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -30712720.000000 Penalty: 6382.026367
	Iteration 30Q: 3 clusters Score -3.071272e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385282 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -30712716.000000 Penalty: 6382.026367
	Iteration 31Q: 3 clusters Score -3.071272e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385266 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -30712742.000000 Penalty: 6382.026367
	Iteration 32Q: 3 clusters Score -3.071274e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385258 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -30712732.000000 Penalty: 6382.026367
	Iteration 33Q: 3 clusters Score -3.071273e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385244 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -30712742.000000 Penalty: 6382.026367
	Iteration 34Q: 3 clusters Score -3.071274e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385230 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -30712738.000000 Penalty: 6382.026367
	Iteration 35Q: 3 clusters Score -3.071274e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385213 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -30712748.000000 Penalty: 6382.026367
	Iteration 36Q: 3 clusters Score -3.071275e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385206 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -30712774.000000 Penalty: 6382.026367
	Iteration 37Q: 3 clusters Score -3.071277e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385198 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -30712782.000000 Penalty: 6382.026367
	Iteration 38Q: 3 clusters Score -3.071278e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385188 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -30712772.000000 Penalty: 6382.026367
	Iteration 39Q: 3 clusters Score -3.071277e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385174 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -30712790.000000 Penalty: 6382.026367
	Iteration 40F: 3 clusters Score -3.071279e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385155 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -30712800.000000 Penalty: 6382.026367
	Iteration 41Q: 3 clusters Score -3.07128e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385128 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -30712832.000000 Penalty: 6382.026367
	Iteration 42Q: 3 clusters Score -3.071283e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385109 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -30712816.000000 Penalty: 6382.026367
	Iteration 43Q: 3 clusters Score -3.071282e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385091 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -30712838.000000 Penalty: 6382.026367
	Iteration 44Q: 3 clusters Score -3.071284e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385078 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -30712836.000000 Penalty: 6382.026367
	Iteration 45Q: 3 clusters Score -3.071284e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385064 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -30712850.000000 Penalty: 6382.026367
	Iteration 46Q: 3 clusters Score -3.071285e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385040 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -30712862.000000 Penalty: 6382.026367
	Iteration 47Q: 3 clusters Score -3.071286e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385026 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -30712856.000000 Penalty: 6382.026367
	Iteration 48Q: 3 clusters Score -3.071286e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385015 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -30712864.000000 Penalty: 6382.026367
	Iteration 49Q: 3 clusters Score -3.071286e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385007 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -30712856.000000 Penalty: 6382.026367
	Iteration 50Q: 3 clusters Score -3.071286e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385000 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -30712846.000000 Penalty: 6382.026367
	Iteration 51Q: 3 clusters Score -3.071285e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384997 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -30712838.000000 Penalty: 6382.026367
	Iteration 52Q: 3 clusters Score -3.071284e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384994 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -30712840.000000 Penalty: 6382.026367
	Iteration 53Q: 3 clusters Score -3.071284e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384993 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -30712846.000000 Penalty: 6382.026367
	Iteration 54Q: 3 clusters Score -3.071285e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384991 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -30712870.000000 Penalty: 6382.026367
	Iteration 55Q: 3 clusters Score -3.071287e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384988 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -30712860.000000 Penalty: 6382.026367
	Iteration 56Q: 3 clusters Score -3.071286e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384989 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -30712858.000000 Penalty: 6382.026367
	Iteration 57Q: 3 clusters Score -3.071286e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384989 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -30712858.000000 Penalty: 6382.026367
	Iteration 58F: 3 clusters Score -3.071286e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -345001.218750 Penalty: 2084.697510
	Iteration 0F: 2 clusters Score -345001.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -340834.281250 Penalty: 4169.395020
	Iteration 0F: 3 clusters Score -340834.3 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -341844.625000 Penalty: 4169.395020
	Iteration 1F: 3 clusters Score -341844.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -342110.531250 Penalty: 4169.395020
	Iteration 2F: 3 clusters Score -342110.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -342297.187500 Penalty: 4169.395020
	Iteration 3F: 3 clusters Score -342297.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -342457.000000 Penalty: 4169.395020
	Iteration 4Q: 3 clusters Score -342457 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -342610.937500 Penalty: 4169.395020
	Iteration 5Q: 3 clusters Score -342610.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -342733.375000 Penalty: 4169.395020
	Iteration 6Q: 3 clusters Score -342733.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -342843.093750 Penalty: 4169.395020
	Iteration 7Q: 3 clusters Score -342843.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -342939.343750 Penalty: 4169.395020
	Iteration 8Q: 3 clusters Score -342939.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -343033.125000 Penalty: 4169.395020
	Iteration 9Q: 3 clusters Score -343033.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -343104.062500 Penalty: 4169.395020
	Iteration 10Q: 3 clusters Score -343104.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -343163.156250 Penalty: 4169.395020
	Iteration 11Q: 3 clusters Score -343163.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -343216.562500 Penalty: 4169.395020
	Iteration 12Q: 3 clusters Score -343216.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -343273.906250 Penalty: 4169.395020
	Iteration 13Q: 3 clusters Score -343273.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -343324.343750 Penalty: 4169.395020
	Iteration 14Q: 3 clusters Score -343324.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -343382.906250 Penalty: 4169.395020
	Iteration 15Q: 3 clusters Score -343382.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -343429.406250 Penalty: 4169.395020
	Iteration 16Q: 3 clusters Score -343429.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -343459.968750 Penalty: 4169.395020
	Iteration 17Q: 3 clusters Score -343460 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -343488.093750 Penalty: 4169.395020
	Iteration 18Q: 3 clusters Score -343488.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -343513.468750 Penalty: 4169.395020
	Iteration 19Q: 3 clusters Score -343513.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -343542.312500 Penalty: 4169.395020
	Iteration 20F: 3 clusters Score -343542.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -343574.781250 Penalty: 4169.395020
	Iteration 21Q: 3 clusters Score -343574.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -343608.875000 Penalty: 4169.395020
	Iteration 22Q: 3 clusters Score -343608.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -343629.718750 Penalty: 4169.395020
	Iteration 23Q: 3 clusters Score -343629.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -343651.656250 Penalty: 4169.395020
	Iteration 24Q: 3 clusters Score -343651.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -343679.437500 Penalty: 4169.395020
	Iteration 25Q: 3 clusters Score -343679.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -343714.750000 Penalty: 4169.395020
	Iteration 26Q: 3 clusters Score -343714.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -343748.687500 Penalty: 4169.395020
	Iteration 27Q: 3 clusters Score -343748.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -343771.843750 Penalty: 4169.395020
	Iteration 28Q: 3 clusters Score -343771.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -343791.531250 Penalty: 4169.395020
	Iteration 29Q: 3 clusters Score -343791.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -343803.531250 Penalty: 4169.395020
	Iteration 30Q: 3 clusters Score -343803.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -343818.875000 Penalty: 4169.395020
	Iteration 31Q: 3 clusters Score -343818.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -343836.031250 Penalty: 4169.395020
	Iteration 32Q: 3 clusters Score -343836 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -343851.437500 Penalty: 4169.395020
	Iteration 33Q: 3 clusters Score -343851.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -343861.375000 Penalty: 4169.395020
	Iteration 34Q: 3 clusters Score -343861.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -343868.000000 Penalty: 4169.395020
	Iteration 35Q: 3 clusters Score -343868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -343870.406250 Penalty: 4169.395020
	Iteration 36Q: 3 clusters Score -343870.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -343872.468750 Penalty: 4169.395020
	Iteration 37Q: 3 clusters Score -343872.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -343875.718750 Penalty: 4169.395020
	Iteration 38Q: 3 clusters Score -343875.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -343877.625000 Penalty: 4169.395020
	Iteration 39Q: 3 clusters Score -343877.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -343877.562500 Penalty: 4169.395020
	Iteration 40F: 3 clusters Score -343877.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Entering Unmasked Estep 
Score: -484104.250000 Penalty: 2164.729980
	Iteration 0F: 2 clusters Score -484104.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -478810.125000 Penalty: 4329.459961
	Iteration 0F: 3 clusters Score -478810.1 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -480243.875000 Penalty: 4329.459961
	Iteration 1F: 3 clusters Score -480243.9 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -480591.093750 Penalty: 4329.459961
	Iteration 2F: 3 clusters Score -480591.1 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -480791.062500 Penalty: 4329.459961
	Iteration 3F: 3 clusters Score -480791.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -480958.125000 Penalty: 4329.459961
	Iteration 4Q: 3 clusters Score -480958.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -481077.468750 Penalty: 4329.459961
	Iteration 5Q: 3 clusters Score -481077.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -481168.000000 Penalty: 4329.459961
	Iteration 6Q: 3 clusters Score -481168 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -481264.375000 Penalty: 4329.459961
	Iteration 7Q: 3 clusters Score -481264.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -481361.906250 Penalty: 4329.459961
	Iteration 8Q: 3 clusters Score -481361.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -481439.906250 Penalty: 4329.459961
	Iteration 9Q: 3 clusters Score -481439.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -481523.968750 Penalty: 4329.459961
	Iteration 10Q: 3 clusters Score -481524 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -481581.406250 Penalty: 4329.459961
	Iteration 11Q: 3 clusters Score -481581.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -481632.687500 Penalty: 4329.459961
	Iteration 12Q: 3 clusters Score -481632.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -481687.093750 Penalty: 4329.459961
	Iteration 13Q: 3 clusters Score -481687.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -481733.937500 Penalty: 4329.459961
	Iteration 14Q: 3 clusters Score -481733.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -481781.531250 Penalty: 4329.459961
	Iteration 15Q: 3 clusters Score -481781.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -481823.281250 Penalty: 4329.459961
	Iteration 16Q: 3 clusters Score -481823.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -481850.937500 Penalty: 4329.459961
	Iteration 17Q: 3 clusters Score -481850.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -481879.125000 Penalty: 4329.459961
	Iteration 18Q: 3 clusters Score -481879.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -481909.312500 Penalty: 4329.459961
	Iteration 19Q: 3 clusters Score -481909.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -481939.343750 Penalty: 4329.459961
	Iteration 20F: 3 clusters Score -481939.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -481974.750000 Penalty: 4329.459961
	Iteration 21Q: 3 clusters Score -481974.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -482013.812500 Penalty: 4329.459961
	Iteration 22Q: 3 clusters Score -482013.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -482046.437500 Penalty: 4329.459961
	Iteration 23Q: 3 clusters Score -482046.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -482082.375000 Penalty: 4329.459961
	Iteration 24Q: 3 clusters Score -482082.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -482113.218750 Penalty: 4329.459961
	Iteration 25Q: 3 clusters Score -482113.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -482138.125000 Penalty: 4329.459961
	Iteration 26Q: 3 clusters Score -482138.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -482152.531250 Penalty: 4329.459961
	Iteration 27Q: 3 clusters Score -482152.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -482161.875000 Penalty: 4329.459961
	Iteration 28Q: 3 clusters Score -482161.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -482172.968750 Penalty: 4329.459961
	Iteration 29Q: 3 clusters Score -482173 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -482188.125000 Penalty: 4329.459961
	Iteration 30Q: 3 clusters Score -482188.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -482198.156250 Penalty: 4329.459961
	Iteration 31Q: 3 clusters Score -482198.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -482205.562500 Penalty: 4329.459961
	Iteration 32Q: 3 clusters Score -482205.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -482212.031250 Penalty: 4329.459961
	Iteration 33Q: 3 clusters Score -482212 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -482219.812500 Penalty: 4329.459961
	Iteration 34Q: 3 clusters Score -482219.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -482227.187500 Penalty: 4329.459961
	Iteration 35Q: 3 clusters Score -482227.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -482233.250000 Penalty: 4329.459961
	Iteration 36Q: 3 clusters Score -482233.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -482238.468750 Penalty: 4329.459961
	Iteration 37Q: 3 clusters Score -482238.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -482245.843750 Penalty: 4329.459961
	Iteration 38Q: 3 clusters Score -482245.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -482253.468750 Penalty: 4329.459961
	Iteration 39Q: 3 clusters Score -482253.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -482257.437500 Penalty: 4329.459961
	Iteration 40F: 3 clusters Score -482257.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -482263.468750 Penalty: 4329.459961
	Iteration 41Q: 3 clusters Score -482263.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -482266.906250 Penalty: 4329.459961
	Iteration 42Q: 3 clusters Score -482266.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -482267.687500 Penalty: 4329.459961
	Iteration 43Q: 3 clusters Score -482267.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -482269.218750 Penalty: 4329.459961
	Iteration 44Q: 3 clusters Score -482269.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -482270.281250 Penalty: 4329.459961
	Iteration 45Q: 3 clusters Score -482270.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -482270.625000 Penalty: 4329.459961
	Iteration 46Q: 3 clusters Score -482270.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -482270.093750 Penalty: 4329.459961
	Iteration 47Q: 3 clusters Score -482270.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -482270.250000 Penalty: 4329.459961
	Iteration 48Q: 3 clusters Score -482270.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -482269.812500 Penalty: 4329.459961
	Iteration 49Q: 3 clusters Score -482269.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -482271.000000 Penalty: 4329.459961
	Iteration 50Q: 3 clusters Score -482271 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -482271.000000 Penalty: 4329.459961
	Iteration 51F: 3 clusters Score -482271 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Entering Unmasked Estep 
Score: -533461.562500 Penalty: 2189.648193
	Iteration 0F: 2 clusters Score -533461.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -527768.562500 Penalty: 4379.296387
	Iteration 0F: 3 clusters Score -527768.6 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -529270.750000 Penalty: 4379.296387
	Iteration 1F: 3 clusters Score -529270.8 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -529563.687500 Penalty: 4379.296387
	Iteration 2F: 3 clusters Score -529563.7 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -529743.312500 Penalty: 4379.296387
	Iteration 3F: 3 clusters Score -529743.3 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -529874.125000 Penalty: 4379.296387
	Iteration 4Q: 3 clusters Score -529874.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -529996.687500 Penalty: 4379.296387
	Iteration 5Q: 3 clusters Score -529996.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -530141.375000 Penalty: 4379.296387
	Iteration 6Q: 3 clusters Score -530141.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -530349.812500 Penalty: 4379.296387
	Iteration 7Q: 3 clusters Score -530349.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -530718.312500 Penalty: 4379.296387
	Iteration 8Q: 3 clusters Score -530718.3 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -531247.125000 Penalty: 4379.296387
	Iteration 9F: 3 clusters Score -531247.1 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -531886.812500 Penalty: 4379.296387
	Iteration 10F: 3 clusters Score -531886.8 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -532412.625000 Penalty: 4379.296387
	Iteration 11F: 3 clusters Score -532412.6 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -532804.625000 Penalty: 4379.296387
	Iteration 12F: 3 clusters Score -532804.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -533116.562500 Penalty: 4379.296387
	Iteration 13Q: 3 clusters Score -533116.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -533324.250000 Penalty: 4379.296387
	Iteration 14Q: 3 clusters Score -533324.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -533401.562500 Penalty: 4379.296387
	Iteration 15Q: 3 clusters Score -533401.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -533429.062500 Penalty: 4379.296387
	Iteration 16Q: 3 clusters Score -533429.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -533442.875000 Penalty: 4379.296387
	Iteration 17Q: 3 clusters Score -533442.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -533452.875000 Penalty: 4379.296387
	Iteration 18Q: 3 clusters Score -533452.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -533458.812500 Penalty: 4379.296387
	Iteration 19Q: 3 clusters Score -533458.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -533462.437500 Penalty: 4379.296387
	Iteration 20F: 3 clusters Score -533462.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -533466.187500 Penalty: 4379.296387
	Iteration 21Q: 3 clusters Score -533466.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -533470.312500 Penalty: 4379.296387
	Iteration 22Q: 3 clusters Score -533470.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -533472.125000 Penalty: 4379.296387
	Iteration 23Q: 3 clusters Score -533472.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -533474.687500 Penalty: 4379.296387
	Iteration 24Q: 3 clusters Score -533474.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -533474.937500 Penalty: 4379.296387
	Iteration 25Q: 3 clusters Score -533474.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -533477.000000 Penalty: 4379.296387
	Iteration 26Q: 3 clusters Score -533477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -533479.000000 Penalty: 4379.296387
	Iteration 27Q: 3 clusters Score -533479 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -533478.125000 Penalty: 4379.296387
	Iteration 28Q: 3 clusters Score -533478.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -533479.500000 Penalty: 4379.296387
	Iteration 29Q: 3 clusters Score -533479.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -533480.187500 Penalty: 4379.296387
	Iteration 30Q: 3 clusters Score -533480.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -533481.437500 Penalty: 4379.296387
	Iteration 31Q: 3 clusters Score -533481.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -533480.812500 Penalty: 4379.296387
	Iteration 32Q: 3 clusters Score -533480.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -533481.375000 Penalty: 4379.296387
	Iteration 33Q: 3 clusters Score -533481.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -533481.375000 Penalty: 4379.296387
	Iteration 34F: 3 clusters Score -533481.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 3002 members 
Mstep: Class 3 contains 92705 members 
Mstep: Class 4 contains 3643 members 
Mstep: Class 5 contains 387313 members 
Mstep: Class 6 contains 4474 members 
Mstep: Class 7 contains 6178 members 
Mstep: Class 8 contains 2204 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 29438 members 
Mstep: Class 11 contains 217442 members 
Mstep: Class 12 contains 49706 members 
Mstep: Class 13 contains 154224 members 
Mstep: Class 14 contains 91839 members 
Mstep: Class 15 contains 73305 members 
Mstep: Class 16 contains 89296 members 
Mstep: Class 17 contains 2131 members 
Mstep: Class 18 contains 27440 members 
Mstep: Class 19 contains 4569 members 
Mstep: Class 20 contains 8480 members 
Mstep: Class 21 contains 45379 members 
Mstep: Class 22 contains 27997 members 
Mstep: Class 23 contains 9089 members 
Mstep: Class 24 contains 7617 members 
Mstep: Class 25 contains 24466 members 
Mstep: Class 26 contains 15546 members 
Mstep: Class 27 contains 6086 members 
Mstep: Class 28 contains 7820 members 
Mstep: Class 29 contains 3648 members 
Mstep: Class 30 contains 10030 members 
Mstep: Class 31 contains 25098 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9944 members 
Mstep: Class 34 contains 4627 members 
Entering Unmasked Estep 
Score: -111977472.000000 Penalty: 119701.210938
Splitting cluster 8 changes total score from -111978376.000000 to -111977472.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (5229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Entering Unmasked Estep 
Score: -410740.500000 Penalty: 2123.369873
	Iteration 0F: 2 clusters Score -410740.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -406073.218750 Penalty: 4246.739746
	Iteration 0F: 3 clusters Score -406073.2 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -407109.093750 Penalty: 4246.739746
	Iteration 1F: 3 clusters Score -407109.1 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -407313.875000 Penalty: 4246.739746
	Iteration 2F: 3 clusters Score -407313.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -407456.468750 Penalty: 4246.739746
	Iteration 3Q: 3 clusters Score -407456.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -407552.156250 Penalty: 4246.739746
	Iteration 4Q: 3 clusters Score -407552.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -407630.656250 Penalty: 4246.739746
	Iteration 5Q: 3 clusters Score -407630.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -407707.375000 Penalty: 4246.739746
	Iteration 6Q: 3 clusters Score -407707.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -407773.343750 Penalty: 4246.739746
	Iteration 7Q: 3 clusters Score -407773.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -407839.843750 Penalty: 4246.739746
	Iteration 8Q: 3 clusters Score -407839.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -407905.937500 Penalty: 4246.739746
	Iteration 9Q: 3 clusters Score -407905.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -407957.468750 Penalty: 4246.739746
	Iteration 10Q: 3 clusters Score -407957.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -408017.531250 Penalty: 4246.739746
	Iteration 11Q: 3 clusters Score -408017.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -408081.500000 Penalty: 4246.739746
	Iteration 12Q: 3 clusters Score -408081.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -408130.781250 Penalty: 4246.739746
	Iteration 13Q: 3 clusters Score -408130.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -408181.500000 Penalty: 4246.739746
	Iteration 14Q: 3 clusters Score -408181.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -408232.156250 Penalty: 4246.739746
	Iteration 15Q: 3 clusters Score -408232.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -408291.156250 Penalty: 4246.739746
	Iteration 16Q: 3 clusters Score -408291.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -408345.937500 Penalty: 4246.739746
	Iteration 17Q: 3 clusters Score -408345.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -408409.343750 Penalty: 4246.739746
	Iteration 18Q: 3 clusters Score -408409.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -408452.750000 Penalty: 4246.739746
	Iteration 19Q: 3 clusters Score -408452.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -408499.250000 Penalty: 4246.739746
	Iteration 20F: 3 clusters Score -408499.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -408546.843750 Penalty: 4246.739746
	Iteration 21Q: 3 clusters Score -408546.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -408586.437500 Penalty: 4246.739746
	Iteration 22Q: 3 clusters Score -408586.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -408626.687500 Penalty: 4246.739746
	Iteration 23Q: 3 clusters Score -408626.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -408667.906250 Penalty: 4246.739746
	Iteration 24Q: 3 clusters Score -408667.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -408705.937500 Penalty: 4246.739746
	Iteration 25Q: 3 clusters Score -408705.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -408743.281250 Penalty: 4246.739746
	Iteration 26Q: 3 clusters Score -408743.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -408788.031250 Penalty: 4246.739746
	Iteration 27Q: 3 clusters Score -408788 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -408826.281250 Penalty: 4246.739746
	Iteration 28Q: 3 clusters Score -408826.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -408852.156250 Penalty: 4246.739746
	Iteration 29Q: 3 clusters Score -408852.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -408865.656250 Penalty: 4246.739746
	Iteration 30Q: 3 clusters Score -408865.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -408874.437500 Penalty: 4246.739746
	Iteration 31Q: 3 clusters Score -408874.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -408880.531250 Penalty: 4246.739746
	Iteration 32Q: 3 clusters Score -408880.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -408886.375000 Penalty: 4246.739746
	Iteration 33Q: 3 clusters Score -408886.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -408892.156250 Penalty: 4246.739746
	Iteration 34Q: 3 clusters Score -408892.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -408901.593750 Penalty: 4246.739746
	Iteration 35Q: 3 clusters Score -408901.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -408915.187500 Penalty: 4246.739746
	Iteration 36Q: 3 clusters Score -408915.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -408925.281250 Penalty: 4246.739746
	Iteration 37Q: 3 clusters Score -408925.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -408935.843750 Penalty: 4246.739746
	Iteration 38Q: 3 clusters Score -408935.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -408941.031250 Penalty: 4246.739746
	Iteration 39Q: 3 clusters Score -408941 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -408946.718750 Penalty: 4246.739746
	Iteration 40F: 3 clusters Score -408946.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -408948.468750 Penalty: 4246.739746
	Iteration 41Q: 3 clusters Score -408948.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -408950.531250 Penalty: 4246.739746
	Iteration 42Q: 3 clusters Score -408950.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -408951.906250 Penalty: 4246.739746
	Iteration 43Q: 3 clusters Score -408951.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -408954.593750 Penalty: 4246.739746
	Iteration 44Q: 3 clusters Score -408954.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -408954.562500 Penalty: 4246.739746
	Iteration 45Q: 3 clusters Score -408954.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -408955.406250 Penalty: 4246.739746
	Iteration 46Q: 3 clusters Score -408955.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -408956.843750 Penalty: 4246.739746
	Iteration 47Q: 3 clusters Score -408956.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -408958.000000 Penalty: 4246.739746
	Iteration 48Q: 3 clusters Score -408958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -408957.937500 Penalty: 4246.739746
	Iteration 49Q: 3 clusters Score -408957.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -408957.875000 Penalty: 4246.739746
	Iteration 50Q: 3 clusters Score -408957.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -408957.875000 Penalty: 4246.739746
	Iteration 51F: 3 clusters Score -408957.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (29438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29438 members 
Entering Unmasked Estep 
Score: -2286814.000000 Penalty: 2551.930420
	Iteration 0F: 2 clusters Score -2286814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 14594 members 
Entering Unmasked Estep 
Score: -2266721.750000 Penalty: 5103.860840
	Iteration 0F: 3 clusters Score -2266722 nChanged 13240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -2274237.000000 Penalty: 5103.860840
	Iteration 1F: 3 clusters Score -2274237 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16118 members 
Mstep: Class 2 contains 13320 members 
Entering Unmasked Estep 
Score: -2275100.750000 Penalty: 5103.860840
	Iteration 2F: 3 clusters Score -2275101 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -2276154.000000 Penalty: 5103.860840
	Iteration 3F: 3 clusters Score -2276154 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17384 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -2277509.500000 Penalty: 5103.860840
	Iteration 4F: 3 clusters Score -2277510 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18086 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -2279126.000000 Penalty: 5103.860840
	Iteration 5F: 3 clusters Score -2279126 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18774 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -2280645.000000 Penalty: 5103.860840
	Iteration 6F: 3 clusters Score -2280645 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19334 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -2281906.250000 Penalty: 5103.860840
	Iteration 7F: 3 clusters Score -2281906 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19728 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -2282715.000000 Penalty: 5103.860840
	Iteration 8Q: 3 clusters Score -2282715 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20069 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -2283202.500000 Penalty: 5103.860840
	Iteration 9Q: 3 clusters Score -2283202 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20371 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -2283487.500000 Penalty: 5103.860840
	Iteration 10Q: 3 clusters Score -2283488 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20658 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -2283641.000000 Penalty: 5103.860840
	Iteration 11Q: 3 clusters Score -2283641 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20917 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -2283759.000000 Penalty: 5103.860840
	Iteration 12Q: 3 clusters Score -2283759 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21189 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -2283869.250000 Penalty: 5103.860840
	Iteration 13Q: 3 clusters Score -2283869 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21468 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -2283972.250000 Penalty: 5103.860840
	Iteration 14Q: 3 clusters Score -2283972 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21739 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -2284060.750000 Penalty: 5103.860840
	Iteration 15Q: 3 clusters Score -2284061 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21990 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -2284135.250000 Penalty: 5103.860840
	Iteration 16Q: 3 clusters Score -2284135 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22208 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -2284176.750000 Penalty: 5103.860840
	Iteration 17Q: 3 clusters Score -2284177 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22418 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -2284232.250000 Penalty: 5103.860840
	Iteration 18Q: 3 clusters Score -2284232 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22626 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -2284273.250000 Penalty: 5103.860840
	Iteration 19Q: 3 clusters Score -2284273 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22780 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -2284326.000000 Penalty: 5103.860840
	Iteration 20F: 3 clusters Score -2284326 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22934 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -2284356.500000 Penalty: 5103.860840
	Iteration 21Q: 3 clusters Score -2284356 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23083 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -2284404.250000 Penalty: 5103.860840
	Iteration 22Q: 3 clusters Score -2284404 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23274 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -2284450.750000 Penalty: 5103.860840
	Iteration 23Q: 3 clusters Score -2284451 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23483 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -2284499.250000 Penalty: 5103.860840
	Iteration 24Q: 3 clusters Score -2284499 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23684 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -2284558.500000 Penalty: 5103.860840
	Iteration 25Q: 3 clusters Score -2284558 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23876 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -2284620.000000 Penalty: 5103.860840
	Iteration 26Q: 3 clusters Score -2284620 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24055 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -2284668.250000 Penalty: 5103.860840
	Iteration 27Q: 3 clusters Score -2284668 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24207 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -2284710.500000 Penalty: 5103.860840
	Iteration 28Q: 3 clusters Score -2284710 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24358 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -2284742.750000 Penalty: 5103.860840
	Iteration 29Q: 3 clusters Score -2284743 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24470 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -2284762.250000 Penalty: 5103.860840
	Iteration 30Q: 3 clusters Score -2284762 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24564 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -2284783.000000 Penalty: 5103.860840
	Iteration 31Q: 3 clusters Score -2284783 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24669 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -2284807.500000 Penalty: 5103.860840
	Iteration 32Q: 3 clusters Score -2284808 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24753 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -2284828.500000 Penalty: 5103.860840
	Iteration 33Q: 3 clusters Score -2284828 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24829 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -2284841.750000 Penalty: 5103.860840
	Iteration 34Q: 3 clusters Score -2284842 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24901 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -2284856.000000 Penalty: 5103.860840
	Iteration 35Q: 3 clusters Score -2284856 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24971 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -2284876.250000 Penalty: 5103.860840
	Iteration 36Q: 3 clusters Score -2284876 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25046 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -2284898.500000 Penalty: 5103.860840
	Iteration 37Q: 3 clusters Score -2284898 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25121 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -2284900.500000 Penalty: 5103.860840
	Iteration 38Q: 3 clusters Score -2284900 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25191 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -2284912.250000 Penalty: 5103.860840
	Iteration 39Q: 3 clusters Score -2284912 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25245 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -2284921.000000 Penalty: 5103.860840
	Iteration 40F: 3 clusters Score -2284921 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25291 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -2284928.000000 Penalty: 5103.860840
	Iteration 41Q: 3 clusters Score -2284928 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25344 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -2284937.500000 Penalty: 5103.860840
	Iteration 42Q: 3 clusters Score -2284938 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25382 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -2284939.500000 Penalty: 5103.860840
	Iteration 43Q: 3 clusters Score -2284940 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25411 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -2284942.000000 Penalty: 5103.860840
	Iteration 44Q: 3 clusters Score -2284942 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25449 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -2284939.500000 Penalty: 5103.860840
	Iteration 45Q: 3 clusters Score -2284940 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25501 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -2284948.500000 Penalty: 5103.860840
	Iteration 46Q: 3 clusters Score -2284948 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25549 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -2284959.500000 Penalty: 5103.860840
	Iteration 47Q: 3 clusters Score -2284960 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25606 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -2284974.750000 Penalty: 5103.860840
	Iteration 48Q: 3 clusters Score -2284975 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25674 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -2284991.750000 Penalty: 5103.860840
	Iteration 49Q: 3 clusters Score -2284992 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25728 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -2284993.250000 Penalty: 5103.860840
	Iteration 50Q: 3 clusters Score -2284993 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25775 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -2285006.000000 Penalty: 5103.860840
	Iteration 51Q: 3 clusters Score -2285006 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25815 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -2285012.750000 Penalty: 5103.860840
	Iteration 52Q: 3 clusters Score -2285013 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25850 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -2285011.000000 Penalty: 5103.860840
	Iteration 53Q: 3 clusters Score -2285011 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25881 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -2285021.250000 Penalty: 5103.860840
	Iteration 54Q: 3 clusters Score -2285021 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25917 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -2285028.000000 Penalty: 5103.860840
	Iteration 55Q: 3 clusters Score -2285028 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25953 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -2285029.500000 Penalty: 5103.860840
	Iteration 56Q: 3 clusters Score -2285030 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25990 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -2285036.500000 Penalty: 5103.860840
	Iteration 57Q: 3 clusters Score -2285036 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26031 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -2285055.750000 Penalty: 5103.860840
	Iteration 58Q: 3 clusters Score -2285056 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26071 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -2285056.500000 Penalty: 5103.860840
	Iteration 59Q: 3 clusters Score -2285056 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26119 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -2285070.000000 Penalty: 5103.860840
	Iteration 60F: 3 clusters Score -2285070 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26162 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -2285076.000000 Penalty: 5103.860840
	Iteration 61Q: 3 clusters Score -2285076 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26210 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -2285088.000000 Penalty: 5103.860840
	Iteration 62Q: 3 clusters Score -2285088 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26265 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -2285098.000000 Penalty: 5103.860840
	Iteration 63Q: 3 clusters Score -2285098 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26323 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -2285109.000000 Penalty: 5103.860840
	Iteration 64Q: 3 clusters Score -2285109 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26373 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -2285121.000000 Penalty: 5103.860840
	Iteration 65Q: 3 clusters Score -2285121 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26421 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -2285137.500000 Penalty: 5103.860840
	Iteration 66Q: 3 clusters Score -2285138 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26461 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -2285137.500000 Penalty: 5103.860840
	Iteration 67Q: 3 clusters Score -2285138 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26507 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -2285150.500000 Penalty: 5103.860840
	Iteration 68Q: 3 clusters Score -2285150 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26539 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -2285156.250000 Penalty: 5103.860840
	Iteration 69Q: 3 clusters Score -2285156 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26567 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -2285159.500000 Penalty: 5103.860840
	Iteration 70Q: 3 clusters Score -2285160 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26600 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -2285164.250000 Penalty: 5103.860840
	Iteration 71Q: 3 clusters Score -2285164 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26637 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -2285172.500000 Penalty: 5103.860840
	Iteration 72Q: 3 clusters Score -2285172 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26667 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -2285175.250000 Penalty: 5103.860840
	Iteration 73Q: 3 clusters Score -2285175 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26697 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -2285176.750000 Penalty: 5103.860840
	Iteration 74Q: 3 clusters Score -2285177 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26728 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -2285179.000000 Penalty: 5103.860840
	Iteration 75Q: 3 clusters Score -2285179 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26756 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -2285185.000000 Penalty: 5103.860840
	Iteration 76Q: 3 clusters Score -2285185 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26776 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -2285184.250000 Penalty: 5103.860840
	Iteration 77Q: 3 clusters Score -2285184 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26805 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -2285192.500000 Penalty: 5103.860840
	Iteration 78Q: 3 clusters Score -2285192 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26837 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -2285205.000000 Penalty: 5103.860840
	Iteration 79Q: 3 clusters Score -2285205 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26858 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -2285211.500000 Penalty: 5103.860840
	Iteration 80F: 3 clusters Score -2285212 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26877 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -2285211.000000 Penalty: 5103.860840
	Iteration 81Q: 3 clusters Score -2285211 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26899 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -2285217.250000 Penalty: 5103.860840
	Iteration 82Q: 3 clusters Score -2285217 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26922 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -2285219.500000 Penalty: 5103.860840
	Iteration 83Q: 3 clusters Score -2285220 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26935 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -2285230.000000 Penalty: 5103.860840
	Iteration 84Q: 3 clusters Score -2285230 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26958 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -2285230.000000 Penalty: 5103.860840
	Iteration 85Q: 3 clusters Score -2285230 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26974 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -2285230.500000 Penalty: 5103.860840
	Iteration 86Q: 3 clusters Score -2285230 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26982 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -2285237.000000 Penalty: 5103.860840
	Iteration 87Q: 3 clusters Score -2285237 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26995 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -2285235.250000 Penalty: 5103.860840
	Iteration 88Q: 3 clusters Score -2285235 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27013 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -2285241.750000 Penalty: 5103.860840
	Iteration 89Q: 3 clusters Score -2285242 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27029 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -2285246.750000 Penalty: 5103.860840
	Iteration 90Q: 3 clusters Score -2285247 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27052 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -2285244.250000 Penalty: 5103.860840
	Iteration 91Q: 3 clusters Score -2285244 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27070 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -2285248.750000 Penalty: 5103.860840
	Iteration 92Q: 3 clusters Score -2285249 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27091 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -2285245.500000 Penalty: 5103.860840
	Iteration 93Q: 3 clusters Score -2285246 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27118 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -2285249.000000 Penalty: 5103.860840
	Iteration 94Q: 3 clusters Score -2285249 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27142 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -2285254.000000 Penalty: 5103.860840
	Iteration 95Q: 3 clusters Score -2285254 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27168 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -2285258.000000 Penalty: 5103.860840
	Iteration 96Q: 3 clusters Score -2285258 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27195 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -2285263.750000 Penalty: 5103.860840
	Iteration 97Q: 3 clusters Score -2285264 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27225 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -2285276.250000 Penalty: 5103.860840
	Iteration 98Q: 3 clusters Score -2285276 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27249 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -2285278.250000 Penalty: 5103.860840
	Iteration 99Q: 3 clusters Score -2285278 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27268 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -2285280.500000 Penalty: 5103.860840
	Iteration 100F: 3 clusters Score -2285280 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27287 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -2285282.250000 Penalty: 5103.860840
	Iteration 101Q: 3 clusters Score -2285282 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27306 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -2285290.250000 Penalty: 5103.860840
	Iteration 102Q: 3 clusters Score -2285290 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27325 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -2285291.000000 Penalty: 5103.860840
	Iteration 103Q: 3 clusters Score -2285291 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27345 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -2285293.000000 Penalty: 5103.860840
	Iteration 104Q: 3 clusters Score -2285293 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27366 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -2285301.750000 Penalty: 5103.860840
	Iteration 105Q: 3 clusters Score -2285302 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27391 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -2285309.750000 Penalty: 5103.860840
	Iteration 106Q: 3 clusters Score -2285310 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27421 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -2285323.500000 Penalty: 5103.860840
	Iteration 107Q: 3 clusters Score -2285324 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27445 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -2285332.750000 Penalty: 5103.860840
	Iteration 108Q: 3 clusters Score -2285333 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27467 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -2285335.000000 Penalty: 5103.860840
	Iteration 109Q: 3 clusters Score -2285335 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27486 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -2285344.750000 Penalty: 5103.860840
	Iteration 110Q: 3 clusters Score -2285345 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27506 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -2285350.500000 Penalty: 5103.860840
	Iteration 111Q: 3 clusters Score -2285350 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27530 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -2285356.250000 Penalty: 5103.860840
	Iteration 112Q: 3 clusters Score -2285356 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27554 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -2285368.750000 Penalty: 5103.860840
	Iteration 113Q: 3 clusters Score -2285369 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27575 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -2285372.250000 Penalty: 5103.860840
	Iteration 114Q: 3 clusters Score -2285372 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27600 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -2285378.250000 Penalty: 5103.860840
	Iteration 115Q: 3 clusters Score -2285378 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27621 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -2285390.750000 Penalty: 5103.860840
	Iteration 116Q: 3 clusters Score -2285391 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27639 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -2285388.250000 Penalty: 5103.860840
	Iteration 117Q: 3 clusters Score -2285388 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27661 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -2285393.500000 Penalty: 5103.860840
	Iteration 118Q: 3 clusters Score -2285394 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27681 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -2285397.750000 Penalty: 5103.860840
	Iteration 119Q: 3 clusters Score -2285398 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27704 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -2285409.750000 Penalty: 5103.860840
	Iteration 120F: 3 clusters Score -2285410 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27725 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -2285412.750000 Penalty: 5103.860840
	Iteration 121Q: 3 clusters Score -2285413 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27743 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -2285419.750000 Penalty: 5103.860840
	Iteration 122Q: 3 clusters Score -2285420 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27759 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -2285428.250000 Penalty: 5103.860840
	Iteration 123Q: 3 clusters Score -2285428 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27774 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -2285427.000000 Penalty: 5103.860840
	Iteration 124Q: 3 clusters Score -2285427 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27791 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -2285437.000000 Penalty: 5103.860840
	Iteration 125Q: 3 clusters Score -2285437 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27812 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -2285440.250000 Penalty: 5103.860840
	Iteration 126Q: 3 clusters Score -2285440 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27831 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -2285449.500000 Penalty: 5103.860840
	Iteration 127Q: 3 clusters Score -2285450 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27850 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -2285458.750000 Penalty: 5103.860840
	Iteration 128Q: 3 clusters Score -2285459 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27873 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -2285471.250000 Penalty: 5103.860840
	Iteration 129Q: 3 clusters Score -2285471 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27895 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -2285478.750000 Penalty: 5103.860840
	Iteration 130Q: 3 clusters Score -2285479 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27919 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -2285493.000000 Penalty: 5103.860840
	Iteration 131Q: 3 clusters Score -2285493 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27948 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -2285505.750000 Penalty: 5103.860840
	Iteration 132Q: 3 clusters Score -2285506 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27982 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -2285524.500000 Penalty: 5103.860840
	Iteration 133Q: 3 clusters Score -2285524 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28016 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -2285547.500000 Penalty: 5103.860840
	Iteration 134Q: 3 clusters Score -2285548 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28049 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -2285578.500000 Penalty: 5103.860840
	Iteration 135Q: 3 clusters Score -2285578 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28066 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -2285591.500000 Penalty: 5103.860840
	Iteration 136Q: 3 clusters Score -2285592 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28089 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -2285605.250000 Penalty: 5103.860840
	Iteration 137Q: 3 clusters Score -2285605 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28109 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -2285625.750000 Penalty: 5103.860840
	Iteration 138Q: 3 clusters Score -2285626 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28119 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -2285636.500000 Penalty: 5103.860840
	Iteration 139Q: 3 clusters Score -2285636 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28128 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -2285640.750000 Penalty: 5103.860840
	Iteration 140F: 3 clusters Score -2285641 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28145 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -2285648.750000 Penalty: 5103.860840
	Iteration 141Q: 3 clusters Score -2285649 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28163 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -2285658.250000 Penalty: 5103.860840
	Iteration 142Q: 3 clusters Score -2285658 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28173 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -2285665.250000 Penalty: 5103.860840
	Iteration 143Q: 3 clusters Score -2285665 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28187 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -2285673.000000 Penalty: 5103.860840
	Iteration 144Q: 3 clusters Score -2285673 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28201 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -2285683.000000 Penalty: 5103.860840
	Iteration 145Q: 3 clusters Score -2285683 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28208 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -2285684.000000 Penalty: 5103.860840
	Iteration 146Q: 3 clusters Score -2285684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28211 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -2285686.750000 Penalty: 5103.860840
	Iteration 147Q: 3 clusters Score -2285687 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28212 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -2285685.500000 Penalty: 5103.860840
	Iteration 148Q: 3 clusters Score -2285686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28213 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -2285687.250000 Penalty: 5103.860840
	Iteration 149Q: 3 clusters Score -2285687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28217 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -2285685.250000 Penalty: 5103.860840
	Iteration 150Q: 3 clusters Score -2285685 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28222 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -2285689.250000 Penalty: 5103.860840
	Iteration 151Q: 3 clusters Score -2285689 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28225 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -2285693.750000 Penalty: 5103.860840
	Iteration 152Q: 3 clusters Score -2285694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28228 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -2285696.250000 Penalty: 5103.860840
	Iteration 153Q: 3 clusters Score -2285696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28228 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -2285693.250000 Penalty: 5103.860840
	Iteration 154Q: 3 clusters Score -2285693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28229 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -2285694.500000 Penalty: 5103.860840
	Iteration 155Q: 3 clusters Score -2285694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28230 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -2285694.500000 Penalty: 5103.860840
	Iteration 156Q: 3 clusters Score -2285694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28229 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -2285694.500000 Penalty: 5103.860840
	Iteration 157Q: 3 clusters Score -2285694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28229 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -2285694.500000 Penalty: 5103.860840
	Iteration 158F: 3 clusters Score -2285694 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (217442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217442 members 
Entering Unmasked Estep 
Score: -17253196.000000 Penalty: 3047.842529
	Iteration 0F: 2 clusters Score -1.72532e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109238 members 
Mstep: Class 2 contains 108204 members 
Entering Unmasked Estep 
Score: -17107372.000000 Penalty: 6095.685059
	Iteration 0F: 3 clusters Score -1.710737e+07 nChanged 104609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117279 members 
Mstep: Class 2 contains 100163 members 
Entering Unmasked Estep 
Score: -17169062.000000 Penalty: 6095.685059
	Iteration 1F: 3 clusters Score -1.716906e+07 nChanged 6874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122449 members 
Mstep: Class 2 contains 94993 members 
Entering Unmasked Estep 
Score: -17170750.000000 Penalty: 6095.685059
	Iteration 2Q: 3 clusters Score -1.717075e+07 nChanged 8953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130580 members 
Mstep: Class 2 contains 86862 members 
Entering Unmasked Estep 
Score: -17174246.000000 Penalty: 6095.685059
	Iteration 3Q: 3 clusters Score -1.717425e+07 nChanged 12662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142900 members 
Mstep: Class 2 contains 74542 members 
Entering Unmasked Estep 
Score: -17181070.000000 Penalty: 6095.685059
	Iteration 4F: 3 clusters Score -1.718107e+07 nChanged 17671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160425 members 
Mstep: Class 2 contains 57017 members 
Entering Unmasked Estep 
Score: -17194284.000000 Penalty: 6095.685059
	Iteration 5F: 3 clusters Score -1.719428e+07 nChanged 21167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181554 members 
Mstep: Class 2 contains 35888 members 
Entering Unmasked Estep 
Score: -17213994.000000 Penalty: 6095.685059
	Iteration 6F: 3 clusters Score -1.721399e+07 nChanged 19165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200717 members 
Mstep: Class 2 contains 16725 members 
Entering Unmasked Estep 
Score: -17233788.000000 Penalty: 6095.685059
	Iteration 7F: 3 clusters Score -1.723379e+07 nChanged 11134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211851 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -17245132.000000 Penalty: 6095.685059
	Iteration 8F: 3 clusters Score -1.724513e+07 nChanged 3984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215835 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -17248998.000000 Penalty: 6095.685059
	Iteration 9Q: 3 clusters Score -1.7249e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216881 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -17249976.000000 Penalty: 6095.685059
	Iteration 10Q: 3 clusters Score -1.724998e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217109 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -17250290.000000 Penalty: 6095.685059
	Iteration 11Q: 3 clusters Score -1.725029e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217174 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -17250398.000000 Penalty: 6095.685059
	Iteration 12Q: 3 clusters Score -1.72504e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217201 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -17250442.000000 Penalty: 6095.685059
	Iteration 13Q: 3 clusters Score -1.725044e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217221 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -17250466.000000 Penalty: 6095.685059
	Iteration 14Q: 3 clusters Score -1.725047e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217222 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -17250492.000000 Penalty: 6095.685059
	Iteration 15Q: 3 clusters Score -1.725049e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217224 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -17250506.000000 Penalty: 6095.685059
	Iteration 16Q: 3 clusters Score -1.725051e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217226 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -17250518.000000 Penalty: 6095.685059
	Iteration 17Q: 3 clusters Score -1.725052e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217225 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -17250518.000000 Penalty: 6095.685059
	Iteration 18Q: 3 clusters Score -1.725052e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217223 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -17250522.000000 Penalty: 6095.685059
	Iteration 19Q: 3 clusters Score -1.725052e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217224 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -17250522.000000 Penalty: 6095.685059
	Iteration 20F: 3 clusters Score -1.725052e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217227 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -17250536.000000 Penalty: 6095.685059
	Iteration 21Q: 3 clusters Score -1.725054e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217226 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -17250542.000000 Penalty: 6095.685059
	Iteration 22Q: 3 clusters Score -1.725054e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217229 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -17250552.000000 Penalty: 6095.685059
	Iteration 23Q: 3 clusters Score -1.725055e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217232 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -17250550.000000 Penalty: 6095.685059
	Iteration 24Q: 3 clusters Score -1.725055e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217233 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -17250556.000000 Penalty: 6095.685059
	Iteration 25Q: 3 clusters Score -1.725056e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217234 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -17250558.000000 Penalty: 6095.685059
	Iteration 26Q: 3 clusters Score -1.725056e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217233 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -17250560.000000 Penalty: 6095.685059
	Iteration 27Q: 3 clusters Score -1.725056e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217233 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -17250560.000000 Penalty: 6095.685059
	Iteration 28F: 3 clusters Score -1.725056e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (49706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49706 members 
Entering Unmasked Estep 
Score: -3869004.750000 Penalty: 2681.842529
	Iteration 0F: 2 clusters Score -3869005 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24852 members 
Mstep: Class 2 contains 24854 members 
Entering Unmasked Estep 
Score: -3835323.000000 Penalty: 5363.685059
	Iteration 0F: 3 clusters Score -3835323 nChanged 23160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25288 members 
Mstep: Class 2 contains 24418 members 
Entering Unmasked Estep 
Score: -3848477.000000 Penalty: 5363.685059
	Iteration 1F: 3 clusters Score -3848477 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25534 members 
Mstep: Class 2 contains 24172 members 
Entering Unmasked Estep 
Score: -3849038.750000 Penalty: 5363.685059
	Iteration 2Q: 3 clusters Score -3849039 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25937 members 
Mstep: Class 2 contains 23769 members 
Entering Unmasked Estep 
Score: -3849617.000000 Penalty: 5363.685059
	Iteration 3Q: 3 clusters Score -3849617 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26585 members 
Mstep: Class 2 contains 23121 members 
Entering Unmasked Estep 
Score: -3850220.250000 Penalty: 5363.685059
	Iteration 4Q: 3 clusters Score -3850220 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27505 members 
Mstep: Class 2 contains 22201 members 
Entering Unmasked Estep 
Score: -3850964.750000 Penalty: 5363.685059
	Iteration 5Q: 3 clusters Score -3850965 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28729 members 
Mstep: Class 2 contains 20977 members 
Entering Unmasked Estep 
Score: -3851850.500000 Penalty: 5363.685059
	Iteration 6Q: 3 clusters Score -3851850 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30287 members 
Mstep: Class 2 contains 19419 members 
Entering Unmasked Estep 
Score: -3853018.500000 Penalty: 5363.685059
	Iteration 7Q: 3 clusters Score -3853018 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32125 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -3854470.250000 Penalty: 5363.685059
	Iteration 8F: 3 clusters Score -3854470 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34144 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
Score: -3856187.500000 Penalty: 5363.685059
	Iteration 9F: 3 clusters Score -3856188 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36153 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -3857863.500000 Penalty: 5363.685059
	Iteration 10F: 3 clusters Score -3857864 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37956 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -3859330.500000 Penalty: 5363.685059
	Iteration 11Q: 3 clusters Score -3859330 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39534 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -3860637.000000 Penalty: 5363.685059
	Iteration 12Q: 3 clusters Score -3860637 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40866 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -3861641.500000 Penalty: 5363.685059
	Iteration 13Q: 3 clusters Score -3861642 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41995 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -3862452.750000 Penalty: 5363.685059
	Iteration 14Q: 3 clusters Score -3862453 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42939 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -3863071.000000 Penalty: 5363.685059
	Iteration 15Q: 3 clusters Score -3863071 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43774 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -3863596.750000 Penalty: 5363.685059
	Iteration 16Q: 3 clusters Score -3863597 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44503 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -3864043.750000 Penalty: 5363.685059
	Iteration 17Q: 3 clusters Score -3864044 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45157 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -3864437.250000 Penalty: 5363.685059
	Iteration 18Q: 3 clusters Score -3864437 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45696 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -3864763.500000 Penalty: 5363.685059
	Iteration 19Q: 3 clusters Score -3864764 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46140 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -3865012.000000 Penalty: 5363.685059
	Iteration 20F: 3 clusters Score -3865012 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46520 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -3865251.250000 Penalty: 5363.685059
	Iteration 21Q: 3 clusters Score -3865251 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46870 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -3865510.250000 Penalty: 5363.685059
	Iteration 22Q: 3 clusters Score -3865510 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47138 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -3865716.750000 Penalty: 5363.685059
	Iteration 23Q: 3 clusters Score -3865717 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47344 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -3865873.250000 Penalty: 5363.685059
	Iteration 24Q: 3 clusters Score -3865873 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47524 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -3865999.000000 Penalty: 5363.685059
	Iteration 25Q: 3 clusters Score -3865999 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47658 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -3866124.500000 Penalty: 5363.685059
	Iteration 26Q: 3 clusters Score -3866124 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47778 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -3866225.750000 Penalty: 5363.685059
	Iteration 27Q: 3 clusters Score -3866226 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47863 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -3866299.500000 Penalty: 5363.685059
	Iteration 28Q: 3 clusters Score -3866300 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47956 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -3866377.500000 Penalty: 5363.685059
	Iteration 29Q: 3 clusters Score -3866378 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48039 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -3866447.500000 Penalty: 5363.685059
	Iteration 30Q: 3 clusters Score -3866448 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48100 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -3866495.500000 Penalty: 5363.685059
	Iteration 31Q: 3 clusters Score -3866496 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48148 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -3866522.500000 Penalty: 5363.685059
	Iteration 32Q: 3 clusters Score -3866522 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48174 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -3866543.500000 Penalty: 5363.685059
	Iteration 33Q: 3 clusters Score -3866544 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48204 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -3866583.250000 Penalty: 5363.685059
	Iteration 34Q: 3 clusters Score -3866583 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48226 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -3866606.000000 Penalty: 5363.685059
	Iteration 35Q: 3 clusters Score -3866606 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48243 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -3866612.750000 Penalty: 5363.685059
	Iteration 36Q: 3 clusters Score -3866613 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48246 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -3866618.000000 Penalty: 5363.685059
	Iteration 37Q: 3 clusters Score -3866618 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48253 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -3866632.000000 Penalty: 5363.685059
	Iteration 38Q: 3 clusters Score -3866632 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48264 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -3866645.500000 Penalty: 5363.685059
	Iteration 39Q: 3 clusters Score -3866646 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48272 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -3866658.750000 Penalty: 5363.685059
	Iteration 40F: 3 clusters Score -3866659 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48284 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -3866671.000000 Penalty: 5363.685059
	Iteration 41Q: 3 clusters Score -3866671 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48295 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -3866680.250000 Penalty: 5363.685059
	Iteration 42Q: 3 clusters Score -3866680 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48303 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -3866685.000000 Penalty: 5363.685059
	Iteration 43Q: 3 clusters Score -3866685 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48309 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -3866681.250000 Penalty: 5363.685059
	Iteration 44Q: 3 clusters Score -3866681 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48313 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -3866686.750000 Penalty: 5363.685059
	Iteration 45Q: 3 clusters Score -3866687 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48318 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -3866689.750000 Penalty: 5363.685059
	Iteration 46Q: 3 clusters Score -3866690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48322 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -3866686.750000 Penalty: 5363.685059
	Iteration 47Q: 3 clusters Score -3866687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48327 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -3866693.250000 Penalty: 5363.685059
	Iteration 48Q: 3 clusters Score -3866693 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48333 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -3866695.000000 Penalty: 5363.685059
	Iteration 49Q: 3 clusters Score -3866695 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48338 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -3866693.750000 Penalty: 5363.685059
	Iteration 50Q: 3 clusters Score -3866694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48343 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -3866692.000000 Penalty: 5363.685059
	Iteration 51Q: 3 clusters Score -3866692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48347 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -3866698.250000 Penalty: 5363.685059
	Iteration 52Q: 3 clusters Score -3866698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48348 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -3866694.000000 Penalty: 5363.685059
	Iteration 53Q: 3 clusters Score -3866694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48351 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -3866700.000000 Penalty: 5363.685059
	Iteration 54Q: 3 clusters Score -3866700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48352 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -3866701.500000 Penalty: 5363.685059
	Iteration 55Q: 3 clusters Score -3866702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48351 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -3866701.000000 Penalty: 5363.685059
	Iteration 56Q: 3 clusters Score -3866701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48351 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -3866694.500000 Penalty: 5363.685059
	Iteration 57Q: 3 clusters Score -3866694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48350 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -3866697.000000 Penalty: 5363.685059
	Iteration 58Q: 3 clusters Score -3866697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48350 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -3866696.750000 Penalty: 5363.685059
	Iteration 59Q: 3 clusters Score -3866697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48349 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -3866696.500000 Penalty: 5363.685059
	Iteration 60F: 3 clusters Score -3866696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48351 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -3866701.000000 Penalty: 5363.685059
	Iteration 61Q: 3 clusters Score -3866701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48353 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -3866700.250000 Penalty: 5363.685059
	Iteration 62Q: 3 clusters Score -3866700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48355 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -3866698.750000 Penalty: 5363.685059
	Iteration 63Q: 3 clusters Score -3866699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48357 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -3866699.250000 Penalty: 5363.685059
	Iteration 64Q: 3 clusters Score -3866699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48360 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -3866698.500000 Penalty: 5363.685059
	Iteration 65Q: 3 clusters Score -3866698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48364 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -3866695.000000 Penalty: 5363.685059
	Iteration 66Q: 3 clusters Score -3866695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48365 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -3866697.500000 Penalty: 5363.685059
	Iteration 67Q: 3 clusters Score -3866698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48366 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -3866696.750000 Penalty: 5363.685059
	Iteration 68Q: 3 clusters Score -3866697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48368 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -3866696.500000 Penalty: 5363.685059
	Iteration 69Q: 3 clusters Score -3866696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48370 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -3866700.500000 Penalty: 5363.685059
	Iteration 70Q: 3 clusters Score -3866700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48371 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -3866702.500000 Penalty: 5363.685059
	Iteration 71Q: 3 clusters Score -3866702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48374 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -3866699.500000 Penalty: 5363.685059
	Iteration 72Q: 3 clusters Score -3866700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48375 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -3866701.500000 Penalty: 5363.685059
	Iteration 73Q: 3 clusters Score -3866702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48374 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -3866701.500000 Penalty: 5363.685059
	Iteration 74Q: 3 clusters Score -3866702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48374 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -3866701.500000 Penalty: 5363.685059
	Iteration 75F: 3 clusters Score -3866702 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (154224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154224 members 
Entering Unmasked Estep 
Score: -12348757.000000 Penalty: 2962.647949
	Iteration 0F: 2 clusters Score -1.234876e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76905 members 
Mstep: Class 2 contains 77319 members 
Entering Unmasked Estep 
Score: -12245199.000000 Penalty: 5925.295898
	Iteration 0F: 3 clusters Score -1.22452e+07 nChanged 74038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74619 members 
Mstep: Class 2 contains 79605 members 
Entering Unmasked Estep 
Score: -12287683.000000 Penalty: 5925.295898
	Iteration 1F: 3 clusters Score -1.228768e+07 nChanged 4185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73336 members 
Mstep: Class 2 contains 80888 members 
Entering Unmasked Estep 
Score: -12288531.000000 Penalty: 5925.295898
	Iteration 2Q: 3 clusters Score -1.228853e+07 nChanged 4234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71350 members 
Mstep: Class 2 contains 82874 members 
Entering Unmasked Estep 
Score: -12289433.000000 Penalty: 5925.295898
	Iteration 3Q: 3 clusters Score -1.228943e+07 nChanged 4735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68365 members 
Mstep: Class 2 contains 85859 members 
Entering Unmasked Estep 
Score: -12290810.000000 Penalty: 5925.295898
	Iteration 4Q: 3 clusters Score -1.229081e+07 nChanged 5541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63982 members 
Mstep: Class 2 contains 90242 members 
Entering Unmasked Estep 
Score: -12292926.000000 Penalty: 5925.295898
	Iteration 5Q: 3 clusters Score -1.229293e+07 nChanged 6768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57716 members 
Mstep: Class 2 contains 96508 members 
Entering Unmasked Estep 
Score: -12296308.000000 Penalty: 5925.295898
	Iteration 6Q: 3 clusters Score -1.229631e+07 nChanged 9069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48869 members 
Mstep: Class 2 contains 105355 members 
Entering Unmasked Estep 
Score: -12302287.000000 Penalty: 5925.295898
	Iteration 7F: 3 clusters Score -1.230229e+07 nChanged 11691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37234 members 
Mstep: Class 2 contains 116990 members 
Entering Unmasked Estep 
Score: -12311786.000000 Penalty: 5925.295898
	Iteration 8F: 3 clusters Score -1.231179e+07 nChanged 13009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24231 members 
Mstep: Class 2 contains 129993 members 
Entering Unmasked Estep 
Score: -12323927.000000 Penalty: 5925.295898
	Iteration 9F: 3 clusters Score -1.232393e+07 nChanged 11449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 141440 members 
Entering Unmasked Estep 
Score: -12335182.000000 Penalty: 5925.295898
	Iteration 10F: 3 clusters Score -1.233518e+07 nChanged 7043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 148481 members 
Entering Unmasked Estep 
Score: -12341692.000000 Penalty: 5925.295898
	Iteration 11Q: 3 clusters Score -1.234169e+07 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 151550 members 
Entering Unmasked Estep 
Score: -12344358.000000 Penalty: 5925.295898
	Iteration 12Q: 3 clusters Score -1.234436e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 152715 members 
Entering Unmasked Estep 
Score: -12345411.000000 Penalty: 5925.295898
	Iteration 13Q: 3 clusters Score -1.234541e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 153156 members 
Entering Unmasked Estep 
Score: -12345773.000000 Penalty: 5925.295898
	Iteration 14Q: 3 clusters Score -1.234577e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 153364 members 
Entering Unmasked Estep 
Score: -12345977.000000 Penalty: 5925.295898
	Iteration 15Q: 3 clusters Score -1.234598e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 153463 members 
Entering Unmasked Estep 
Score: -12346084.000000 Penalty: 5925.295898
	Iteration 16Q: 3 clusters Score -1.234608e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 153505 members 
Entering Unmasked Estep 
Score: -12346166.000000 Penalty: 5925.295898
	Iteration 17Q: 3 clusters Score -1.234617e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 153544 members 
Entering Unmasked Estep 
Score: -12346219.000000 Penalty: 5925.295898
	Iteration 18Q: 3 clusters Score -1.234622e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 153571 members 
Entering Unmasked Estep 
Score: -12346256.000000 Penalty: 5925.295898
	Iteration 19Q: 3 clusters Score -1.234626e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 153591 members 
Entering Unmasked Estep 
Score: -12346277.000000 Penalty: 5925.295898
	Iteration 20F: 3 clusters Score -1.234628e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 153604 members 
Entering Unmasked Estep 
Score: -12346283.000000 Penalty: 5925.295898
	Iteration 21Q: 3 clusters Score -1.234628e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 153619 members 
Entering Unmasked Estep 
Score: -12346303.000000 Penalty: 5925.295898
	Iteration 22Q: 3 clusters Score -1.23463e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 153630 members 
Entering Unmasked Estep 
Score: -12346304.000000 Penalty: 5925.295898
	Iteration 23Q: 3 clusters Score -1.23463e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 153635 members 
Entering Unmasked Estep 
Score: -12346321.000000 Penalty: 5925.295898
	Iteration 24Q: 3 clusters Score -1.234632e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 153639 members 
Entering Unmasked Estep 
Score: -12346323.000000 Penalty: 5925.295898
	Iteration 25Q: 3 clusters Score -1.234632e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 153640 members 
Entering Unmasked Estep 
Score: -12346337.000000 Penalty: 5925.295898
	Iteration 26Q: 3 clusters Score -1.234634e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 153639 members 
Entering Unmasked Estep 
Score: -12346334.000000 Penalty: 5925.295898
	Iteration 27Q: 3 clusters Score -1.234633e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 153640 members 
Entering Unmasked Estep 
Score: -12346339.000000 Penalty: 5925.295898
	Iteration 28Q: 3 clusters Score -1.234634e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 153639 members 
Entering Unmasked Estep 
Score: -12346332.000000 Penalty: 5925.295898
	Iteration 29Q: 3 clusters Score -1.234633e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 153638 members 
Entering Unmasked Estep 
Score: -12346335.000000 Penalty: 5925.295898
	Iteration 30Q: 3 clusters Score -1.234634e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 153637 members 
Entering Unmasked Estep 
Score: -12346333.000000 Penalty: 5925.295898
	Iteration 31Q: 3 clusters Score -1.234633e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 153638 members 
Entering Unmasked Estep 
Score: -12346335.000000 Penalty: 5925.295898
	Iteration 32Q: 3 clusters Score -1.234634e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 153637 members 
Entering Unmasked Estep 
Score: -12346340.000000 Penalty: 5925.295898
	Iteration 33Q: 3 clusters Score -1.234634e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 153634 members 
Entering Unmasked Estep 
Score: -12346337.000000 Penalty: 5925.295898
	Iteration 34Q: 3 clusters Score -1.234634e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 153634 members 
Entering Unmasked Estep 
Score: -12346337.000000 Penalty: 5925.295898
	Iteration 35F: 3 clusters Score -1.234634e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (91839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91839 members 
Entering Unmasked Estep 
Score: -7337897.500000 Penalty: 2834.092529
	Iteration 0F: 2 clusters Score -7337898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46088 members 
Mstep: Class 2 contains 45751 members 
Entering Unmasked Estep 
Score: -7276314.000000 Penalty: 5668.185059
	Iteration 0F: 3 clusters Score -7276314 nChanged 43485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48783 members 
Mstep: Class 2 contains 43056 members 
Entering Unmasked Estep 
Score: -7301031.000000 Penalty: 5668.185059
	Iteration 1F: 3 clusters Score -7301031 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50551 members 
Mstep: Class 2 contains 41288 members 
Entering Unmasked Estep 
Score: -7302179.500000 Penalty: 5668.185059
	Iteration 2Q: 3 clusters Score -7302180 nChanged 3980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53231 members 
Mstep: Class 2 contains 38608 members 
Entering Unmasked Estep 
Score: -7303588.500000 Penalty: 5668.185059
	Iteration 3Q: 3 clusters Score -7303588 nChanged 4785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57132 members 
Mstep: Class 2 contains 34707 members 
Entering Unmasked Estep 
Score: -7305935.000000 Penalty: 5668.185059
	Iteration 4F: 3 clusters Score -7305935 nChanged 5826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62364 members 
Mstep: Class 2 contains 29475 members 
Entering Unmasked Estep 
Score: -7309449.500000 Penalty: 5668.185059
	Iteration 5F: 3 clusters Score -7309450 nChanged 6891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68949 members 
Mstep: Class 2 contains 22890 members 
Entering Unmasked Estep 
Score: -7314671.500000 Penalty: 5668.185059
	Iteration 6F: 3 clusters Score -7314672 nChanged 7269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76080 members 
Mstep: Class 2 contains 15759 members 
Entering Unmasked Estep 
Score: -7321040.000000 Penalty: 5668.185059
	Iteration 7F: 3 clusters Score -7321040 nChanged 6356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82390 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -7326983.000000 Penalty: 5668.185059
	Iteration 8F: 3 clusters Score -7326983 nChanged 4531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86903 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -7331306.000000 Penalty: 5668.185059
	Iteration 9Q: 3 clusters Score -7331306 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89393 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -7333543.500000 Penalty: 5668.185059
	Iteration 10Q: 3 clusters Score -7333544 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90535 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -7334561.000000 Penalty: 5668.185059
	Iteration 11Q: 3 clusters Score -7334561 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91006 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -7334978.500000 Penalty: 5668.185059
	Iteration 12Q: 3 clusters Score -7334978 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91225 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -7335176.000000 Penalty: 5668.185059
	Iteration 13Q: 3 clusters Score -7335176 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91315 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -7335277.500000 Penalty: 5668.185059
	Iteration 14Q: 3 clusters Score -7335278 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91353 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -7335320.000000 Penalty: 5668.185059
	Iteration 15Q: 3 clusters Score -7335320 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91372 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -7335369.000000 Penalty: 5668.185059
	Iteration 16Q: 3 clusters Score -7335369 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91388 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -7335402.500000 Penalty: 5668.185059
	Iteration 17Q: 3 clusters Score -7335402 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91398 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -7335442.000000 Penalty: 5668.185059
	Iteration 18Q: 3 clusters Score -7335442 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91410 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -7335474.000000 Penalty: 5668.185059
	Iteration 19Q: 3 clusters Score -7335474 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91412 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -7335481.500000 Penalty: 5668.185059
	Iteration 20F: 3 clusters Score -7335482 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91413 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -7335499.500000 Penalty: 5668.185059
	Iteration 21Q: 3 clusters Score -7335500 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91414 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -7335526.500000 Penalty: 5668.185059
	Iteration 22Q: 3 clusters Score -7335526 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91414 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -7335543.000000 Penalty: 5668.185059
	Iteration 23Q: 3 clusters Score -7335543 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91420 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -7335543.000000 Penalty: 5668.185059
	Iteration 24Q: 3 clusters Score -7335543 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91421 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -7335550.000000 Penalty: 5668.185059
	Iteration 25Q: 3 clusters Score -7335550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91421 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -7335564.500000 Penalty: 5668.185059
	Iteration 26Q: 3 clusters Score -7335564 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91415 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -7335565.000000 Penalty: 5668.185059
	Iteration 27Q: 3 clusters Score -7335565 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91414 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -7335561.000000 Penalty: 5668.185059
	Iteration 28Q: 3 clusters Score -7335561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91413 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -7335563.000000 Penalty: 5668.185059
	Iteration 29Q: 3 clusters Score -7335563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91411 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -7335562.500000 Penalty: 5668.185059
	Iteration 30Q: 3 clusters Score -7335562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91411 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -7335560.500000 Penalty: 5668.185059
	Iteration 31Q: 3 clusters Score -7335560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91411 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -7335565.000000 Penalty: 5668.185059
	Iteration 32Q: 3 clusters Score -7335565 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91410 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -7335568.000000 Penalty: 5668.185059
	Iteration 33Q: 3 clusters Score -7335568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91411 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -7335568.000000 Penalty: 5668.185059
	Iteration 34Q: 3 clusters Score -7335568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91411 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -7335568.000000 Penalty: 5668.185059
	Iteration 35F: 3 clusters Score -7335568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (73305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73305 members 
Entering Unmasked Estep 
Score: -5913092.000000 Penalty: 2778.191162
	Iteration 0F: 2 clusters Score -5913092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36838 members 
Mstep: Class 2 contains 36467 members 
Entering Unmasked Estep 
Score: -5863659.500000 Penalty: 5556.382324
	Iteration 0F: 3 clusters Score -5863660 nChanged 34495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38213 members 
Mstep: Class 2 contains 35092 members 
Entering Unmasked Estep 
Score: -5883599.000000 Penalty: 5556.382324
	Iteration 1F: 3 clusters Score -5883599 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38674 members 
Mstep: Class 2 contains 34631 members 
Entering Unmasked Estep 
Score: -5884915.000000 Penalty: 5556.382324
	Iteration 2Q: 3 clusters Score -5884915 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39106 members 
Mstep: Class 2 contains 34199 members 
Entering Unmasked Estep 
Score: -5886766.000000 Penalty: 5556.382324
	Iteration 3Q: 3 clusters Score -5886766 nChanged 4220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39600 members 
Mstep: Class 2 contains 33705 members 
Entering Unmasked Estep 
Score: -5889374.500000 Penalty: 5556.382324
	Iteration 4F: 3 clusters Score -5889374 nChanged 4865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39955 members 
Mstep: Class 2 contains 33350 members 
Entering Unmasked Estep 
Score: -5892622.500000 Penalty: 5556.382324
	Iteration 5F: 3 clusters Score -5892622 nChanged 4919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40324 members 
Mstep: Class 2 contains 32981 members 
Entering Unmasked Estep 
Score: -5895611.500000 Penalty: 5556.382324
	Iteration 6F: 3 clusters Score -5895612 nChanged 4485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40779 members 
Mstep: Class 2 contains 32526 members 
Entering Unmasked Estep 
Score: -5897905.000000 Penalty: 5556.382324
	Iteration 7F: 3 clusters Score -5897905 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41405 members 
Mstep: Class 2 contains 31900 members 
Entering Unmasked Estep 
Score: -5899306.000000 Penalty: 5556.382324
	Iteration 8Q: 3 clusters Score -5899306 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42310 members 
Mstep: Class 2 contains 30995 members 
Entering Unmasked Estep 
Score: -5900164.000000 Penalty: 5556.382324
	Iteration 9Q: 3 clusters Score -5900164 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43410 members 
Mstep: Class 2 contains 29895 members 
Entering Unmasked Estep 
Score: -5900650.000000 Penalty: 5556.382324
	Iteration 10Q: 3 clusters Score -5900650 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44670 members 
Mstep: Class 2 contains 28635 members 
Entering Unmasked Estep 
Score: -5901106.000000 Penalty: 5556.382324
	Iteration 11Q: 3 clusters Score -5901106 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46040 members 
Mstep: Class 2 contains 27265 members 
Entering Unmasked Estep 
Score: -5901505.500000 Penalty: 5556.382324
	Iteration 12Q: 3 clusters Score -5901506 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47582 members 
Mstep: Class 2 contains 25723 members 
Entering Unmasked Estep 
Score: -5901886.000000 Penalty: 5556.382324
	Iteration 13Q: 3 clusters Score -5901886 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49252 members 
Mstep: Class 2 contains 24053 members 
Entering Unmasked Estep 
Score: -5902298.500000 Penalty: 5556.382324
	Iteration 14Q: 3 clusters Score -5902298 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51034 members 
Mstep: Class 2 contains 22271 members 
Entering Unmasked Estep 
Score: -5902792.500000 Penalty: 5556.382324
	Iteration 15Q: 3 clusters Score -5902792 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52900 members 
Mstep: Class 2 contains 20405 members 
Entering Unmasked Estep 
Score: -5903407.000000 Penalty: 5556.382324
	Iteration 16Q: 3 clusters Score -5903407 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54891 members 
Mstep: Class 2 contains 18414 members 
Entering Unmasked Estep 
Score: -5904104.500000 Penalty: 5556.382324
	Iteration 17Q: 3 clusters Score -5904104 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56950 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -5904812.000000 Penalty: 5556.382324
	Iteration 18Q: 3 clusters Score -5904812 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59002 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -5905640.500000 Penalty: 5556.382324
	Iteration 19Q: 3 clusters Score -5905640 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60969 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -5906379.500000 Penalty: 5556.382324
	Iteration 20F: 3 clusters Score -5906380 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62864 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -5907131.500000 Penalty: 5556.382324
	Iteration 21Q: 3 clusters Score -5907132 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64555 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -5907787.500000 Penalty: 5556.382324
	Iteration 22Q: 3 clusters Score -5907788 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65957 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -5908367.500000 Penalty: 5556.382324
	Iteration 23Q: 3 clusters Score -5908368 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67131 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -5908845.500000 Penalty: 5556.382324
	Iteration 24Q: 3 clusters Score -5908846 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68134 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -5909239.000000 Penalty: 5556.382324
	Iteration 25Q: 3 clusters Score -5909239 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68943 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -5909569.500000 Penalty: 5556.382324
	Iteration 26Q: 3 clusters Score -5909570 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69585 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -5909824.000000 Penalty: 5556.382324
	Iteration 27Q: 3 clusters Score -5909824 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70111 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -5910066.000000 Penalty: 5556.382324
	Iteration 28Q: 3 clusters Score -5910066 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70511 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -5910218.500000 Penalty: 5556.382324
	Iteration 29Q: 3 clusters Score -5910218 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70793 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -5910308.500000 Penalty: 5556.382324
	Iteration 30Q: 3 clusters Score -5910308 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71005 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -5910398.500000 Penalty: 5556.382324
	Iteration 31Q: 3 clusters Score -5910398 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71166 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -5910465.000000 Penalty: 5556.382324
	Iteration 32Q: 3 clusters Score -5910465 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71277 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -5910491.000000 Penalty: 5556.382324
	Iteration 33Q: 3 clusters Score -5910491 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71382 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -5910542.000000 Penalty: 5556.382324
	Iteration 34Q: 3 clusters Score -5910542 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71481 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -5910565.500000 Penalty: 5556.382324
	Iteration 35Q: 3 clusters Score -5910566 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71561 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -5910595.000000 Penalty: 5556.382324
	Iteration 36Q: 3 clusters Score -5910595 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71600 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -5910630.000000 Penalty: 5556.382324
	Iteration 37Q: 3 clusters Score -5910630 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71640 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -5910649.500000 Penalty: 5556.382324
	Iteration 38Q: 3 clusters Score -5910650 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71670 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -5910651.500000 Penalty: 5556.382324
	Iteration 39Q: 3 clusters Score -5910652 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71705 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -5910659.500000 Penalty: 5556.382324
	Iteration 40F: 3 clusters Score -5910660 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71736 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -5910676.500000 Penalty: 5556.382324
	Iteration 41Q: 3 clusters Score -5910676 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71770 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -5910698.500000 Penalty: 5556.382324
	Iteration 42Q: 3 clusters Score -5910698 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71794 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -5910705.500000 Penalty: 5556.382324
	Iteration 43Q: 3 clusters Score -5910706 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71824 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -5910715.000000 Penalty: 5556.382324
	Iteration 44Q: 3 clusters Score -5910715 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71845 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -5910727.500000 Penalty: 5556.382324
	Iteration 45Q: 3 clusters Score -5910728 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71856 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -5910731.000000 Penalty: 5556.382324
	Iteration 46Q: 3 clusters Score -5910731 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71865 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -5910735.500000 Penalty: 5556.382324
	Iteration 47Q: 3 clusters Score -5910736 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71880 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -5910738.000000 Penalty: 5556.382324
	Iteration 48Q: 3 clusters Score -5910738 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71893 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -5910738.500000 Penalty: 5556.382324
	Iteration 49Q: 3 clusters Score -5910738 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71903 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -5910746.000000 Penalty: 5556.382324
	Iteration 50Q: 3 clusters Score -5910746 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71910 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -5910744.500000 Penalty: 5556.382324
	Iteration 51Q: 3 clusters Score -5910744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71916 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -5910739.000000 Penalty: 5556.382324
	Iteration 52Q: 3 clusters Score -5910739 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71922 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -5910748.000000 Penalty: 5556.382324
	Iteration 53Q: 3 clusters Score -5910748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71927 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -5910755.000000 Penalty: 5556.382324
	Iteration 54Q: 3 clusters Score -5910755 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71932 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -5910750.000000 Penalty: 5556.382324
	Iteration 55Q: 3 clusters Score -5910750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71933 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -5910754.000000 Penalty: 5556.382324
	Iteration 56Q: 3 clusters Score -5910754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71936 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -5910751.500000 Penalty: 5556.382324
	Iteration 57Q: 3 clusters Score -5910752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71937 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -5910750.000000 Penalty: 5556.382324
	Iteration 58Q: 3 clusters Score -5910750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71938 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -5910751.000000 Penalty: 5556.382324
	Iteration 59Q: 3 clusters Score -5910751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71941 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -5910756.500000 Penalty: 5556.382324
	Iteration 60F: 3 clusters Score -5910756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71946 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -5910763.500000 Penalty: 5556.382324
	Iteration 61Q: 3 clusters Score -5910764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71948 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -5910767.000000 Penalty: 5556.382324
	Iteration 62Q: 3 clusters Score -5910767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71950 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -5910760.500000 Penalty: 5556.382324
	Iteration 63Q: 3 clusters Score -5910760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71955 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -5910765.000000 Penalty: 5556.382324
	Iteration 64Q: 3 clusters Score -5910765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71957 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -5910768.000000 Penalty: 5556.382324
	Iteration 65Q: 3 clusters Score -5910768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71958 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -5910772.000000 Penalty: 5556.382324
	Iteration 66Q: 3 clusters Score -5910772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71960 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -5910771.000000 Penalty: 5556.382324
	Iteration 67Q: 3 clusters Score -5910771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71960 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -5910772.500000 Penalty: 5556.382324
	Iteration 68Q: 3 clusters Score -5910772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71961 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -5910767.500000 Penalty: 5556.382324
	Iteration 69Q: 3 clusters Score -5910768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71961 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -5910767.500000 Penalty: 5556.382324
	Iteration 70F: 3 clusters Score -5910768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (89296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89296 members 
Entering Unmasked Estep 
Score: -7220715.000000 Penalty: 2827.128418
	Iteration 0F: 2 clusters Score -7220715 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44690 members 
Mstep: Class 2 contains 44606 members 
Entering Unmasked Estep 
Score: -7160741.000000 Penalty: 5654.256836
	Iteration 0F: 3 clusters Score -7160741 nChanged 42143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43907 members 
Mstep: Class 2 contains 45389 members 
Entering Unmasked Estep 
Score: -7184704.500000 Penalty: 5654.256836
	Iteration 1F: 3 clusters Score -7184704 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43248 members 
Mstep: Class 2 contains 46048 members 
Entering Unmasked Estep 
Score: -7185544.500000 Penalty: 5654.256836
	Iteration 2Q: 3 clusters Score -7185544 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42279 members 
Mstep: Class 2 contains 47017 members 
Entering Unmasked Estep 
Score: -7186517.500000 Penalty: 5654.256836
	Iteration 3Q: 3 clusters Score -7186518 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40857 members 
Mstep: Class 2 contains 48439 members 
Entering Unmasked Estep 
Score: -7187756.500000 Penalty: 5654.256836
	Iteration 4Q: 3 clusters Score -7187756 nChanged 4168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38789 members 
Mstep: Class 2 contains 50507 members 
Entering Unmasked Estep 
Score: -7189456.000000 Penalty: 5654.256836
	Iteration 5Q: 3 clusters Score -7189456 nChanged 4687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35970 members 
Mstep: Class 2 contains 53326 members 
Entering Unmasked Estep 
Score: -7191560.000000 Penalty: 5654.256836
	Iteration 6F: 3 clusters Score -7191560 nChanged 5090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32480 members 
Mstep: Class 2 contains 56816 members 
Entering Unmasked Estep 
Score: -7194167.500000 Penalty: 5654.256836
	Iteration 7F: 3 clusters Score -7194168 nChanged 5418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28210 members 
Mstep: Class 2 contains 61086 members 
Entering Unmasked Estep 
Score: -7197264.500000 Penalty: 5654.256836
	Iteration 8F: 3 clusters Score -7197264 nChanged 5673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23245 members 
Mstep: Class 2 contains 66051 members 
Entering Unmasked Estep 
Score: -7200857.500000 Penalty: 5654.256836
	Iteration 9F: 3 clusters Score -7200858 nChanged 5525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18000 members 
Mstep: Class 2 contains 71296 members 
Entering Unmasked Estep 
Score: -7204784.000000 Penalty: 5654.256836
	Iteration 10F: 3 clusters Score -7204784 nChanged 5091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 76277 members 
Entering Unmasked Estep 
Score: -7208709.500000 Penalty: 5654.256836
	Iteration 11F: 3 clusters Score -7208710 nChanged 4396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 80623 members 
Entering Unmasked Estep 
Score: -7212153.000000 Penalty: 5654.256836
	Iteration 12Q: 3 clusters Score -7212153 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 83794 members 
Entering Unmasked Estep 
Score: -7214655.500000 Penalty: 5654.256836
	Iteration 13Q: 3 clusters Score -7214656 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 85842 members 
Entering Unmasked Estep 
Score: -7216229.000000 Penalty: 5654.256836
	Iteration 14Q: 3 clusters Score -7216229 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 87110 members 
Entering Unmasked Estep 
Score: -7217184.500000 Penalty: 5654.256836
	Iteration 15Q: 3 clusters Score -7217184 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 87762 members 
Entering Unmasked Estep 
Score: -7217720.500000 Penalty: 5654.256836
	Iteration 16Q: 3 clusters Score -7217720 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 88081 members 
Entering Unmasked Estep 
Score: -7217975.000000 Penalty: 5654.256836
	Iteration 17Q: 3 clusters Score -7217975 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 88244 members 
Entering Unmasked Estep 
Score: -7218128.000000 Penalty: 5654.256836
	Iteration 18Q: 3 clusters Score -7218128 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 88339 members 
Entering Unmasked Estep 
Score: -7218221.500000 Penalty: 5654.256836
	Iteration 19Q: 3 clusters Score -7218222 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 88402 members 
Entering Unmasked Estep 
Score: -7218276.500000 Penalty: 5654.256836
	Iteration 20F: 3 clusters Score -7218276 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 88449 members 
Entering Unmasked Estep 
Score: -7218334.500000 Penalty: 5654.256836
	Iteration 21Q: 3 clusters Score -7218334 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 88474 members 
Entering Unmasked Estep 
Score: -7218351.000000 Penalty: 5654.256836
	Iteration 22Q: 3 clusters Score -7218351 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 88497 members 
Entering Unmasked Estep 
Score: -7218374.500000 Penalty: 5654.256836
	Iteration 23Q: 3 clusters Score -7218374 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 88512 members 
Entering Unmasked Estep 
Score: -7218416.500000 Penalty: 5654.256836
	Iteration 24Q: 3 clusters Score -7218416 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 88513 members 
Entering Unmasked Estep 
Score: -7218440.000000 Penalty: 5654.256836
	Iteration 25Q: 3 clusters Score -7218440 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 88513 members 
Entering Unmasked Estep 
Score: -7218458.500000 Penalty: 5654.256836
	Iteration 26Q: 3 clusters Score -7218458 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 88512 members 
Entering Unmasked Estep 
Score: -7218464.500000 Penalty: 5654.256836
	Iteration 27Q: 3 clusters Score -7218464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 88514 members 
Entering Unmasked Estep 
Score: -7218469.000000 Penalty: 5654.256836
	Iteration 28Q: 3 clusters Score -7218469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 88517 members 
Entering Unmasked Estep 
Score: -7218479.500000 Penalty: 5654.256836
	Iteration 29Q: 3 clusters Score -7218480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 88519 members 
Entering Unmasked Estep 
Score: -7218475.500000 Penalty: 5654.256836
	Iteration 30Q: 3 clusters Score -7218476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 88520 members 
Entering Unmasked Estep 
Score: -7218474.500000 Penalty: 5654.256836
	Iteration 31Q: 3 clusters Score -7218474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 88518 members 
Entering Unmasked Estep 
Score: -7218472.000000 Penalty: 5654.256836
	Iteration 32Q: 3 clusters Score -7218472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 88519 members 
Entering Unmasked Estep 
Score: -7218474.500000 Penalty: 5654.256836
	Iteration 33Q: 3 clusters Score -7218474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 88522 members 
Entering Unmasked Estep 
Score: -7218476.500000 Penalty: 5654.256836
	Iteration 34Q: 3 clusters Score -7218476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 88522 members 
Entering Unmasked Estep 
Score: -7218477.000000 Penalty: 5654.256836
	Iteration 35Q: 3 clusters Score -7218477 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 88527 members 
Entering Unmasked Estep 
Score: -7218481.000000 Penalty: 5654.256836
	Iteration 36Q: 3 clusters Score -7218481 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 88529 members 
Entering Unmasked Estep 
Score: -7218482.500000 Penalty: 5654.256836
	Iteration 37Q: 3 clusters Score -7218482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 88526 members 
Entering Unmasked Estep 
Score: -7218479.000000 Penalty: 5654.256836
	Iteration 38Q: 3 clusters Score -7218479 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 88525 members 
Entering Unmasked Estep 
Score: -7218486.000000 Penalty: 5654.256836
	Iteration 39Q: 3 clusters Score -7218486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 88525 members 
Entering Unmasked Estep 
Score: -7218490.500000 Penalty: 5654.256836
	Iteration 40F: 3 clusters Score -7218490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 88525 members 
Entering Unmasked Estep 
Score: -7218496.000000 Penalty: 5654.256836
	Iteration 41Q: 3 clusters Score -7218496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 88526 members 
Entering Unmasked Estep 
Score: -7218496.000000 Penalty: 5654.256836
	Iteration 42Q: 3 clusters Score -7218496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 88523 members 
Entering Unmasked Estep 
Score: -7218494.500000 Penalty: 5654.256836
	Iteration 43Q: 3 clusters Score -7218494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 88523 members 
Entering Unmasked Estep 
Score: -7218496.500000 Penalty: 5654.256836
	Iteration 44Q: 3 clusters Score -7218496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 88525 members 
Entering Unmasked Estep 
Score: -7218504.000000 Penalty: 5654.256836
	Iteration 45Q: 3 clusters Score -7218504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 88526 members 
Entering Unmasked Estep 
Score: -7218505.500000 Penalty: 5654.256836
	Iteration 46Q: 3 clusters Score -7218506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 88527 members 
Entering Unmasked Estep 
Score: -7218500.500000 Penalty: 5654.256836
	Iteration 47Q: 3 clusters Score -7218500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 88527 members 
Entering Unmasked Estep 
Score: -7218500.500000 Penalty: 5654.256836
	Iteration 48F: 3 clusters Score -7218500 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -142016.625000 Penalty: 1900.757935
	Iteration 0F: 2 clusters Score -142016.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -139307.062500 Penalty: 3801.515869
	Iteration 0F: 3 clusters Score -139307.1 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -139841.593750 Penalty: 3801.515869
	Iteration 1F: 3 clusters Score -139841.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -139998.937500 Penalty: 3801.515869
	Iteration 2F: 3 clusters Score -139998.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -140107.296875 Penalty: 3801.515869
	Iteration 3F: 3 clusters Score -140107.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -140178.515625 Penalty: 3801.515869
	Iteration 4Q: 3 clusters Score -140178.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -140229.546875 Penalty: 3801.515869
	Iteration 5Q: 3 clusters Score -140229.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -140277.015625 Penalty: 3801.515869
	Iteration 6Q: 3 clusters Score -140277 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -140333.609375 Penalty: 3801.515869
	Iteration 7Q: 3 clusters Score -140333.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -140387.562500 Penalty: 3801.515869
	Iteration 8Q: 3 clusters Score -140387.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -140435.078125 Penalty: 3801.515869
	Iteration 9Q: 3 clusters Score -140435.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -140478.062500 Penalty: 3801.515869
	Iteration 10Q: 3 clusters Score -140478.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -140520.250000 Penalty: 3801.515869
	Iteration 11Q: 3 clusters Score -140520.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -140567.156250 Penalty: 3801.515869
	Iteration 12Q: 3 clusters Score -140567.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -140621.359375 Penalty: 3801.515869
	Iteration 13Q: 3 clusters Score -140621.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -140693.375000 Penalty: 3801.515869
	Iteration 14Q: 3 clusters Score -140693.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -140735.765625 Penalty: 3801.515869
	Iteration 15Q: 3 clusters Score -140735.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -140761.000000 Penalty: 3801.515869
	Iteration 16Q: 3 clusters Score -140761 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -140777.421875 Penalty: 3801.515869
	Iteration 17Q: 3 clusters Score -140777.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -140789.625000 Penalty: 3801.515869
	Iteration 18Q: 3 clusters Score -140789.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -140806.156250 Penalty: 3801.515869
	Iteration 19Q: 3 clusters Score -140806.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -140817.312500 Penalty: 3801.515869
	Iteration 20F: 3 clusters Score -140817.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -140829.375000 Penalty: 3801.515869
	Iteration 21Q: 3 clusters Score -140829.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -140834.765625 Penalty: 3801.515869
	Iteration 22Q: 3 clusters Score -140834.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -140842.875000 Penalty: 3801.515869
	Iteration 23Q: 3 clusters Score -140842.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -140853.890625 Penalty: 3801.515869
	Iteration 24Q: 3 clusters Score -140853.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -140859.109375 Penalty: 3801.515869
	Iteration 25Q: 3 clusters Score -140859.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -140871.421875 Penalty: 3801.515869
	Iteration 26Q: 3 clusters Score -140871.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -140879.031250 Penalty: 3801.515869
	Iteration 27Q: 3 clusters Score -140879 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -140893.265625 Penalty: 3801.515869
	Iteration 28Q: 3 clusters Score -140893.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -140906.656250 Penalty: 3801.515869
	Iteration 29Q: 3 clusters Score -140906.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -140917.390625 Penalty: 3801.515869
	Iteration 30Q: 3 clusters Score -140917.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -140929.203125 Penalty: 3801.515869
	Iteration 31Q: 3 clusters Score -140929.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -140939.125000 Penalty: 3801.515869
	Iteration 32Q: 3 clusters Score -140939.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -140944.640625 Penalty: 3801.515869
	Iteration 33Q: 3 clusters Score -140944.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -140947.906250 Penalty: 3801.515869
	Iteration 34Q: 3 clusters Score -140947.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -140949.250000 Penalty: 3801.515869
	Iteration 35Q: 3 clusters Score -140949.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -140950.109375 Penalty: 3801.515869
	Iteration 36Q: 3 clusters Score -140950.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -140951.093750 Penalty: 3801.515869
	Iteration 37Q: 3 clusters Score -140951.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -140952.593750 Penalty: 3801.515869
	Iteration 38Q: 3 clusters Score -140952.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -140955.500000 Penalty: 3801.515869
	Iteration 39Q: 3 clusters Score -140955.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -140958.531250 Penalty: 3801.515869
	Iteration 40F: 3 clusters Score -140958.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -140963.343750 Penalty: 3801.515869
	Iteration 41Q: 3 clusters Score -140963.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -140966.875000 Penalty: 3801.515869
	Iteration 42Q: 3 clusters Score -140966.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -140968.515625 Penalty: 3801.515869
	Iteration 43Q: 3 clusters Score -140968.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -140970.375000 Penalty: 3801.515869
	Iteration 44Q: 3 clusters Score -140970.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -140972.656250 Penalty: 3801.515869
	Iteration 45Q: 3 clusters Score -140972.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -140976.281250 Penalty: 3801.515869
	Iteration 46Q: 3 clusters Score -140976.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -140977.609375 Penalty: 3801.515869
	Iteration 47Q: 3 clusters Score -140977.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -140977.406250 Penalty: 3801.515869
	Iteration 48Q: 3 clusters Score -140977.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -140977.406250 Penalty: 3801.515869
	Iteration 49F: 3 clusters Score -140977.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (27440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27440 members 
Entering Unmasked Estep 
Score: -2107329.500000 Penalty: 2534.499756
	Iteration 0F: 2 clusters Score -2107330 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -2088541.000000 Penalty: 5068.999512
	Iteration 0F: 3 clusters Score -2088541 nChanged 12300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -2095273.250000 Penalty: 5068.999512
	Iteration 1F: 3 clusters Score -2095273 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -2095886.250000 Penalty: 5068.999512
	Iteration 2F: 3 clusters Score -2095886 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -2096481.000000 Penalty: 5068.999512
	Iteration 3F: 3 clusters Score -2096481 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -2097186.500000 Penalty: 5068.999512
	Iteration 4Q: 3 clusters Score -2097186 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 14238 members 
Entering Unmasked Estep 
Score: -2098203.500000 Penalty: 5068.999512
	Iteration 5F: 3 clusters Score -2098204 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -2099549.250000 Penalty: 5068.999512
	Iteration 6F: 3 clusters Score -2099549 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
Score: -2100825.250000 Penalty: 5068.999512
	Iteration 7F: 3 clusters Score -2100825 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -2101901.000000 Penalty: 5068.999512
	Iteration 8F: 3 clusters Score -2101901 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 16469 members 
Entering Unmasked Estep 
Score: -2102748.750000 Penalty: 5068.999512
	Iteration 9F: 3 clusters Score -2102749 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 17035 members 
Entering Unmasked Estep 
Score: -2103391.000000 Penalty: 5068.999512
	Iteration 10Q: 3 clusters Score -2103391 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 17548 members 
Entering Unmasked Estep 
Score: -2103835.750000 Penalty: 5068.999512
	Iteration 11Q: 3 clusters Score -2103836 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 18047 members 
Entering Unmasked Estep 
Score: -2104180.750000 Penalty: 5068.999512
	Iteration 12Q: 3 clusters Score -2104181 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 18477 members 
Entering Unmasked Estep 
Score: -2104432.750000 Penalty: 5068.999512
	Iteration 13Q: 3 clusters Score -2104433 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 18890 members 
Entering Unmasked Estep 
Score: -2104657.500000 Penalty: 5068.999512
	Iteration 14Q: 3 clusters Score -2104658 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 19249 members 
Entering Unmasked Estep 
Score: -2104815.250000 Penalty: 5068.999512
	Iteration 15Q: 3 clusters Score -2104815 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 19552 members 
Entering Unmasked Estep 
Score: -2104924.750000 Penalty: 5068.999512
	Iteration 16Q: 3 clusters Score -2104925 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 19816 members 
Entering Unmasked Estep 
Score: -2105007.500000 Penalty: 5068.999512
	Iteration 17Q: 3 clusters Score -2105008 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 20070 members 
Entering Unmasked Estep 
Score: -2105085.000000 Penalty: 5068.999512
	Iteration 18Q: 3 clusters Score -2105085 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 20311 members 
Entering Unmasked Estep 
Score: -2105148.500000 Penalty: 5068.999512
	Iteration 19Q: 3 clusters Score -2105148 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 20545 members 
Entering Unmasked Estep 
Score: -2105219.000000 Penalty: 5068.999512
	Iteration 20F: 3 clusters Score -2105219 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 20783 members 
Entering Unmasked Estep 
Score: -2105287.750000 Penalty: 5068.999512
	Iteration 21Q: 3 clusters Score -2105288 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 21017 members 
Entering Unmasked Estep 
Score: -2105346.250000 Penalty: 5068.999512
	Iteration 22Q: 3 clusters Score -2105346 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 21255 members 
Entering Unmasked Estep 
Score: -2105410.000000 Penalty: 5068.999512
	Iteration 23Q: 3 clusters Score -2105410 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 21487 members 
Entering Unmasked Estep 
Score: -2105482.500000 Penalty: 5068.999512
	Iteration 24Q: 3 clusters Score -2105482 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 21721 members 
Entering Unmasked Estep 
Score: -2105552.500000 Penalty: 5068.999512
	Iteration 25Q: 3 clusters Score -2105552 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 21961 members 
Entering Unmasked Estep 
Score: -2105627.000000 Penalty: 5068.999512
	Iteration 26Q: 3 clusters Score -2105627 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 22196 members 
Entering Unmasked Estep 
Score: -2105705.750000 Penalty: 5068.999512
	Iteration 27Q: 3 clusters Score -2105706 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 22441 members 
Entering Unmasked Estep 
Score: -2105804.500000 Penalty: 5068.999512
	Iteration 28Q: 3 clusters Score -2105804 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 22695 members 
Entering Unmasked Estep 
Score: -2105912.500000 Penalty: 5068.999512
	Iteration 29Q: 3 clusters Score -2105912 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 22959 members 
Entering Unmasked Estep 
Score: -2106025.000000 Penalty: 5068.999512
	Iteration 30Q: 3 clusters Score -2106025 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 23225 members 
Entering Unmasked Estep 
Score: -2106133.000000 Penalty: 5068.999512
	Iteration 31Q: 3 clusters Score -2106133 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 23458 members 
Entering Unmasked Estep 
Score: -2106246.500000 Penalty: 5068.999512
	Iteration 32Q: 3 clusters Score -2106246 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 23691 members 
Entering Unmasked Estep 
Score: -2106363.500000 Penalty: 5068.999512
	Iteration 33Q: 3 clusters Score -2106364 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 23922 members 
Entering Unmasked Estep 
Score: -2106502.250000 Penalty: 5068.999512
	Iteration 34Q: 3 clusters Score -2106502 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 24157 members 
Entering Unmasked Estep 
Score: -2106630.000000 Penalty: 5068.999512
	Iteration 35Q: 3 clusters Score -2106630 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 24369 members 
Entering Unmasked Estep 
Score: -2106744.750000 Penalty: 5068.999512
	Iteration 36Q: 3 clusters Score -2106745 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 24534 members 
Entering Unmasked Estep 
Score: -2106827.750000 Penalty: 5068.999512
	Iteration 37Q: 3 clusters Score -2106828 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 24696 members 
Entering Unmasked Estep 
Score: -2106908.750000 Penalty: 5068.999512
	Iteration 38Q: 3 clusters Score -2106909 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 24834 members 
Entering Unmasked Estep 
Score: -2106985.750000 Penalty: 5068.999512
	Iteration 39Q: 3 clusters Score -2106986 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 24953 members 
Entering Unmasked Estep 
Score: -2107037.750000 Penalty: 5068.999512
	Iteration 40F: 3 clusters Score -2107038 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 25065 members 
Entering Unmasked Estep 
Score: -2107097.500000 Penalty: 5068.999512
	Iteration 41Q: 3 clusters Score -2107098 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 25159 members 
Entering Unmasked Estep 
Score: -2107126.500000 Penalty: 5068.999512
	Iteration 42Q: 3 clusters Score -2107126 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 25239 members 
Entering Unmasked Estep 
Score: -2107156.000000 Penalty: 5068.999512
	Iteration 43Q: 3 clusters Score -2107156 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 25309 members 
Entering Unmasked Estep 
Score: -2107181.000000 Penalty: 5068.999512
	Iteration 44Q: 3 clusters Score -2107181 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 25364 members 
Entering Unmasked Estep 
Score: -2107208.500000 Penalty: 5068.999512
	Iteration 45Q: 3 clusters Score -2107208 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 25414 members 
Entering Unmasked Estep 
Score: -2107232.750000 Penalty: 5068.999512
	Iteration 46Q: 3 clusters Score -2107233 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 25453 members 
Entering Unmasked Estep 
Score: -2107248.750000 Penalty: 5068.999512
	Iteration 47Q: 3 clusters Score -2107249 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 25495 members 
Entering Unmasked Estep 
Score: -2107272.750000 Penalty: 5068.999512
	Iteration 48Q: 3 clusters Score -2107273 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 25538 members 
Entering Unmasked Estep 
Score: -2107294.750000 Penalty: 5068.999512
	Iteration 49Q: 3 clusters Score -2107295 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 25568 members 
Entering Unmasked Estep 
Score: -2107300.500000 Penalty: 5068.999512
	Iteration 50Q: 3 clusters Score -2107300 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 25594 members 
Entering Unmasked Estep 
Score: -2107312.250000 Penalty: 5068.999512
	Iteration 51Q: 3 clusters Score -2107312 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 25617 members 
Entering Unmasked Estep 
Score: -2107320.250000 Penalty: 5068.999512
	Iteration 52Q: 3 clusters Score -2107320 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 25628 members 
Entering Unmasked Estep 
Score: -2107322.500000 Penalty: 5068.999512
	Iteration 53Q: 3 clusters Score -2107322 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 25635 members 
Entering Unmasked Estep 
Score: -2107321.750000 Penalty: 5068.999512
	Iteration 54Q: 3 clusters Score -2107322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 25640 members 
Entering Unmasked Estep 
Score: -2107325.000000 Penalty: 5068.999512
	Iteration 55Q: 3 clusters Score -2107325 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 25651 members 
Entering Unmasked Estep 
Score: -2107331.750000 Penalty: 5068.999512
	Iteration 56Q: 3 clusters Score -2107332 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 25661 members 
Entering Unmasked Estep 
Score: -2107336.250000 Penalty: 5068.999512
	Iteration 57Q: 3 clusters Score -2107336 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 25675 members 
Entering Unmasked Estep 
Score: -2107341.500000 Penalty: 5068.999512
	Iteration 58Q: 3 clusters Score -2107342 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 25691 members 
Entering Unmasked Estep 
Score: -2107343.500000 Penalty: 5068.999512
	Iteration 59Q: 3 clusters Score -2107344 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 25701 members 
Entering Unmasked Estep 
Score: -2107343.750000 Penalty: 5068.999512
	Iteration 60F: 3 clusters Score -2107344 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 25711 members 
Entering Unmasked Estep 
Score: -2107343.750000 Penalty: 5068.999512
	Iteration 61Q: 3 clusters Score -2107344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 25716 members 
Entering Unmasked Estep 
Score: -2107344.000000 Penalty: 5068.999512
	Iteration 62Q: 3 clusters Score -2107344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 25718 members 
Entering Unmasked Estep 
Score: -2107345.500000 Penalty: 5068.999512
	Iteration 63Q: 3 clusters Score -2107346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 25722 members 
Entering Unmasked Estep 
Score: -2107343.750000 Penalty: 5068.999512
	Iteration 64Q: 3 clusters Score -2107344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 25722 members 
Entering Unmasked Estep 
Score: -2107341.000000 Penalty: 5068.999512
	Iteration 65Q: 3 clusters Score -2107341 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 25727 members 
Entering Unmasked Estep 
Score: -2107344.000000 Penalty: 5068.999512
	Iteration 66Q: 3 clusters Score -2107344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 25729 members 
Entering Unmasked Estep 
Score: -2107342.250000 Penalty: 5068.999512
	Iteration 67Q: 3 clusters Score -2107342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 25731 members 
Entering Unmasked Estep 
Score: -2107344.250000 Penalty: 5068.999512
	Iteration 68Q: 3 clusters Score -2107344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 25732 members 
Entering Unmasked Estep 
Score: -2107347.000000 Penalty: 5068.999512
	Iteration 69Q: 3 clusters Score -2107347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 25733 members 
Entering Unmasked Estep 
Score: -2107348.250000 Penalty: 5068.999512
	Iteration 70Q: 3 clusters Score -2107348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 25737 members 
Entering Unmasked Estep 
Score: -2107349.250000 Penalty: 5068.999512
	Iteration 71Q: 3 clusters Score -2107349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 25739 members 
Entering Unmasked Estep 
Score: -2107350.250000 Penalty: 5068.999512
	Iteration 72Q: 3 clusters Score -2107350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 25740 members 
Entering Unmasked Estep 
Score: -2107348.500000 Penalty: 5068.999512
	Iteration 73Q: 3 clusters Score -2107348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 25740 members 
Entering Unmasked Estep 
Score: -2107349.250000 Penalty: 5068.999512
	Iteration 74Q: 3 clusters Score -2107349 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 25740 members 
Entering Unmasked Estep 
Score: -2107349.250000 Penalty: 5068.999512
	Iteration 75F: 3 clusters Score -2107349 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 3002 members 
Mstep: Class 3 contains 92705 members 
Mstep: Class 4 contains 3643 members 
Mstep: Class 5 contains 387313 members 
Mstep: Class 6 contains 4474 members 
Mstep: Class 7 contains 6178 members 
Mstep: Class 8 contains 6831 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 29438 members 
Mstep: Class 11 contains 217442 members 
Mstep: Class 12 contains 49706 members 
Mstep: Class 13 contains 154224 members 
Mstep: Class 14 contains 91839 members 
Mstep: Class 15 contains 73305 members 
Mstep: Class 16 contains 89296 members 
Mstep: Class 17 contains 2131 members 
Mstep: Class 18 contains 1700 members 
Mstep: Class 19 contains 4569 members 
Mstep: Class 20 contains 8480 members 
Mstep: Class 21 contains 45379 members 
Mstep: Class 22 contains 27997 members 
Mstep: Class 23 contains 9089 members 
Mstep: Class 24 contains 7617 members 
Mstep: Class 25 contains 24466 members 
Mstep: Class 26 contains 15546 members 
Mstep: Class 27 contains 6086 members 
Mstep: Class 28 contains 7820 members 
Mstep: Class 29 contains 3648 members 
Mstep: Class 30 contains 10030 members 
Mstep: Class 31 contains 25098 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9944 members 
Mstep: Class 34 contains 25740 members 
Entering Unmasked Estep 
Score: -111977272.000000 Penalty: 119701.210938
Splitting cluster 18 changes total score from -111978376.000000 to -111977272.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (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: -333325.031250 Penalty: 2089.908203
	Iteration 0F: 2 clusters Score -333325 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -329108.875000 Penalty: 4179.816406
	Iteration 0F: 3 clusters Score -329108.9 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -330253.906250 Penalty: 4179.816406
	Iteration 1F: 3 clusters Score -330253.9 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -330646.187500 Penalty: 4179.816406
	Iteration 2F: 3 clusters Score -330646.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -330911.750000 Penalty: 4179.816406
	Iteration 3F: 3 clusters Score -330911.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -331125.343750 Penalty: 4179.816406
	Iteration 4F: 3 clusters Score -331125.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -331298.531250 Penalty: 4179.816406
	Iteration 5F: 3 clusters Score -331298.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -331471.843750 Penalty: 4179.816406
	Iteration 6Q: 3 clusters Score -331471.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -331649.031250 Penalty: 4179.816406
	Iteration 7F: 3 clusters Score -331649 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -331786.562500 Penalty: 4179.816406
	Iteration 8Q: 3 clusters Score -331786.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -331908.062500 Penalty: 4179.816406
	Iteration 9Q: 3 clusters Score -331908.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -332006.125000 Penalty: 4179.816406
	Iteration 10Q: 3 clusters Score -332006.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -332087.781250 Penalty: 4179.816406
	Iteration 11Q: 3 clusters Score -332087.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -332156.500000 Penalty: 4179.816406
	Iteration 12Q: 3 clusters Score -332156.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -332216.750000 Penalty: 4179.816406
	Iteration 13Q: 3 clusters Score -332216.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -332264.656250 Penalty: 4179.816406
	Iteration 14Q: 3 clusters Score -332264.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -332299.156250 Penalty: 4179.816406
	Iteration 15Q: 3 clusters Score -332299.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -332331.593750 Penalty: 4179.816406
	Iteration 16Q: 3 clusters Score -332331.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -332363.937500 Penalty: 4179.816406
	Iteration 17Q: 3 clusters Score -332363.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -332385.156250 Penalty: 4179.816406
	Iteration 18Q: 3 clusters Score -332385.2 nChanged 28
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: -332408.781250 Penalty: 4179.816406
	Iteration 19Q: 3 clusters Score -332408.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -332444.812500 Penalty: 4179.816406
	Iteration 20F: 3 clusters Score -332444.8 nChanged 21
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: -332473.656250 Penalty: 4179.816406
	Iteration 21Q: 3 clusters Score -332473.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -332503.843750 Penalty: 4179.816406
	Iteration 22Q: 3 clusters Score -332503.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -332534.593750 Penalty: 4179.816406
	Iteration 23Q: 3 clusters Score -332534.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -332569.218750 Penalty: 4179.816406
	Iteration 24Q: 3 clusters Score -332569.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -332607.593750 Penalty: 4179.816406
	Iteration 25Q: 3 clusters Score -332607.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -332631.750000 Penalty: 4179.816406
	Iteration 26Q: 3 clusters Score -332631.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -332652.187500 Penalty: 4179.816406
	Iteration 27Q: 3 clusters Score -332652.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -332662.593750 Penalty: 4179.816406
	Iteration 28Q: 3 clusters Score -332662.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -332672.625000 Penalty: 4179.816406
	Iteration 29Q: 3 clusters Score -332672.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -332679.812500 Penalty: 4179.816406
	Iteration 30Q: 3 clusters Score -332679.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -332685.218750 Penalty: 4179.816406
	Iteration 31Q: 3 clusters Score -332685.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -332688.281250 Penalty: 4179.816406
	Iteration 32Q: 3 clusters Score -332688.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -332689.468750 Penalty: 4179.816406
	Iteration 33Q: 3 clusters Score -332689.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -332691.437500 Penalty: 4179.816406
	Iteration 34Q: 3 clusters Score -332691.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -332693.593750 Penalty: 4179.816406
	Iteration 35Q: 3 clusters Score -332693.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -332695.375000 Penalty: 4179.816406
	Iteration 36Q: 3 clusters Score -332695.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -332695.468750 Penalty: 4179.816406
	Iteration 37Q: 3 clusters Score -332695.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -332695.406250 Penalty: 4179.816406
	Iteration 38Q: 3 clusters Score -332695.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -332695.406250 Penalty: 4179.816406
	Iteration 39F: 3 clusters Score -332695.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Entering Unmasked Estep 
Score: -653380.375000 Penalty: 2243.275391
	Iteration 0F: 2 clusters Score -653380.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -646680.187500 Penalty: 4486.550781
	Iteration 0F: 3 clusters Score -646680.2 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -648565.937500 Penalty: 4486.550781
	Iteration 1F: 3 clusters Score -648565.9 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -648894.687500 Penalty: 4486.550781
	Iteration 2F: 3 clusters Score -648894.7 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -649250.687500 Penalty: 4486.550781
	Iteration 3F: 3 clusters Score -649250.7 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -649653.625000 Penalty: 4486.550781
	Iteration 4F: 3 clusters Score -649653.6 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -650100.937500 Penalty: 4486.550781
	Iteration 5F: 3 clusters Score -650100.9 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -650497.937500 Penalty: 4486.550781
	Iteration 6F: 3 clusters Score -650497.9 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -650864.750000 Penalty: 4486.550781
	Iteration 7F: 3 clusters Score -650864.8 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -651161.812500 Penalty: 4486.550781
	Iteration 8Q: 3 clusters Score -651161.8 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -651382.750000 Penalty: 4486.550781
	Iteration 9Q: 3 clusters Score -651382.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -651579.250000 Penalty: 4486.550781
	Iteration 10Q: 3 clusters Score -651579.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -651748.937500 Penalty: 4486.550781
	Iteration 11Q: 3 clusters Score -651748.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -651953.375000 Penalty: 4486.550781
	Iteration 12Q: 3 clusters Score -651953.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -652207.125000 Penalty: 4486.550781
	Iteration 13Q: 3 clusters Score -652207.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -652427.812500 Penalty: 4486.550781
	Iteration 14Q: 3 clusters Score -652427.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -652547.812500 Penalty: 4486.550781
	Iteration 15Q: 3 clusters Score -652547.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -652600.250000 Penalty: 4486.550781
	Iteration 16Q: 3 clusters Score -652600.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -652620.625000 Penalty: 4486.550781
	Iteration 17Q: 3 clusters Score -652620.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -652633.812500 Penalty: 4486.550781
	Iteration 18Q: 3 clusters Score -652633.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -652640.187500 Penalty: 4486.550781
	Iteration 19Q: 3 clusters Score -652640.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -652642.000000 Penalty: 4486.550781
	Iteration 20F: 3 clusters Score -652642 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -652646.687500 Penalty: 4486.550781
	Iteration 21Q: 3 clusters Score -652646.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -652650.625000 Penalty: 4486.550781
	Iteration 22Q: 3 clusters Score -652650.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -652650.375000 Penalty: 4486.550781
	Iteration 23Q: 3 clusters Score -652650.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -652655.187500 Penalty: 4486.550781
	Iteration 24Q: 3 clusters Score -652655.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -652659.812500 Penalty: 4486.550781
	Iteration 25Q: 3 clusters Score -652659.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -652662.062500 Penalty: 4486.550781
	Iteration 26Q: 3 clusters Score -652662.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -652659.562500 Penalty: 4486.550781
	Iteration 27Q: 3 clusters Score -652659.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -652660.500000 Penalty: 4486.550781
	Iteration 28Q: 3 clusters Score -652660.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -652662.500000 Penalty: 4486.550781
	Iteration 29Q: 3 clusters Score -652662.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -652663.937500 Penalty: 4486.550781
	Iteration 30Q: 3 clusters Score -652663.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -652664.125000 Penalty: 4486.550781
	Iteration 31Q: 3 clusters Score -652664.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -652663.687500 Penalty: 4486.550781
	Iteration 32Q: 3 clusters Score -652663.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -652663.875000 Penalty: 4486.550781
	Iteration 33Q: 3 clusters Score -652663.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -652665.437500 Penalty: 4486.550781
	Iteration 34Q: 3 clusters Score -652665.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -652665.687500 Penalty: 4486.550781
	Iteration 35Q: 3 clusters Score -652665.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -652666.312500 Penalty: 4486.550781
	Iteration 36Q: 3 clusters Score -652666.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -652666.312500 Penalty: 4486.550781
	Iteration 37F: 3 clusters Score -652666.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (45379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45379 members 
Entering Unmasked Estep 
Score: -3558223.750000 Penalty: 2659.255615
	Iteration 0F: 2 clusters Score -3558224 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 22694 members 
Entering Unmasked Estep 
Score: -3527507.000000 Penalty: 5318.511230
	Iteration 0F: 3 clusters Score -3527507 nChanged 21022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22137 members 
Mstep: Class 2 contains 23242 members 
Entering Unmasked Estep 
Score: -3539469.750000 Penalty: 5318.511230
	Iteration 1F: 3 clusters Score -3539470 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21596 members 
Mstep: Class 2 contains 23783 members 
Entering Unmasked Estep 
Score: -3540353.750000 Penalty: 5318.511230
	Iteration 2F: 3 clusters Score -3540354 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20813 members 
Mstep: Class 2 contains 24566 members 
Entering Unmasked Estep 
Score: -3541494.500000 Penalty: 5318.511230
	Iteration 3F: 3 clusters Score -3541494 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19682 members 
Mstep: Class 2 contains 25697 members 
Entering Unmasked Estep 
Score: -3542995.000000 Penalty: 5318.511230
	Iteration 4F: 3 clusters Score -3542995 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18256 members 
Mstep: Class 2 contains 27123 members 
Entering Unmasked Estep 
Score: -3544808.500000 Penalty: 5318.511230
	Iteration 5F: 3 clusters Score -3544808 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 28688 members 
Entering Unmasked Estep 
Score: -3546677.000000 Penalty: 5318.511230
	Iteration 6F: 3 clusters Score -3546677 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15129 members 
Mstep: Class 2 contains 30250 members 
Entering Unmasked Estep 
Score: -3548388.250000 Penalty: 5318.511230
	Iteration 7F: 3 clusters Score -3548388 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 31669 members 
Entering Unmasked Estep 
Score: -3549755.250000 Penalty: 5318.511230
	Iteration 8F: 3 clusters Score -3549755 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 32851 members 
Entering Unmasked Estep 
Score: -3550913.000000 Penalty: 5318.511230
	Iteration 9Q: 3 clusters Score -3550913 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 33837 members 
Entering Unmasked Estep 
Score: -3552143.750000 Penalty: 5318.511230
	Iteration 10Q: 3 clusters Score -3552144 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 34556 members 
Entering Unmasked Estep 
Score: -3553394.250000 Penalty: 5318.511230
	Iteration 11Q: 3 clusters Score -3553394 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 35006 members 
Entering Unmasked Estep 
Score: -3554504.750000 Penalty: 5318.511230
	Iteration 12Q: 3 clusters Score -3554505 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 35190 members 
Entering Unmasked Estep 
Score: -3555212.250000 Penalty: 5318.511230
	Iteration 13Q: 3 clusters Score -3555212 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 35311 members 
Entering Unmasked Estep 
Score: -3555503.000000 Penalty: 5318.511230
	Iteration 14Q: 3 clusters Score -3555503 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 35402 members 
Entering Unmasked Estep 
Score: -3555611.250000 Penalty: 5318.511230
	Iteration 15Q: 3 clusters Score -3555611 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 35470 members 
Entering Unmasked Estep 
Score: -3555661.250000 Penalty: 5318.511230
	Iteration 16Q: 3 clusters Score -3555661 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 35520 members 
Entering Unmasked Estep 
Score: -3555707.250000 Penalty: 5318.511230
	Iteration 17Q: 3 clusters Score -3555707 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 35545 members 
Entering Unmasked Estep 
Score: -3555721.500000 Penalty: 5318.511230
	Iteration 18Q: 3 clusters Score -3555722 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 35576 members 
Entering Unmasked Estep 
Score: -3555724.750000 Penalty: 5318.511230
	Iteration 19Q: 3 clusters Score -3555725 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 35602 members 
Entering Unmasked Estep 
Score: -3555741.750000 Penalty: 5318.511230
	Iteration 20F: 3 clusters Score -3555742 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 35633 members 
Entering Unmasked Estep 
Score: -3555776.250000 Penalty: 5318.511230
	Iteration 21Q: 3 clusters Score -3555776 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 35648 members 
Entering Unmasked Estep 
Score: -3555797.500000 Penalty: 5318.511230
	Iteration 22Q: 3 clusters Score -3555798 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 35675 members 
Entering Unmasked Estep 
Score: -3555817.750000 Penalty: 5318.511230
	Iteration 23Q: 3 clusters Score -3555818 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 35721 members 
Entering Unmasked Estep 
Score: -3555829.250000 Penalty: 5318.511230
	Iteration 24Q: 3 clusters Score -3555829 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 35774 members 
Entering Unmasked Estep 
Score: -3555854.000000 Penalty: 5318.511230
	Iteration 25Q: 3 clusters Score -3555854 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 35827 members 
Entering Unmasked Estep 
Score: -3555863.750000 Penalty: 5318.511230
	Iteration 26Q: 3 clusters Score -3555864 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 35891 members 
Entering Unmasked Estep 
Score: -3555899.500000 Penalty: 5318.511230
	Iteration 27Q: 3 clusters Score -3555900 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 35957 members 
Entering Unmasked Estep 
Score: -3555935.750000 Penalty: 5318.511230
	Iteration 28Q: 3 clusters Score -3555936 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 36016 members 
Entering Unmasked Estep 
Score: -3555976.500000 Penalty: 5318.511230
	Iteration 29Q: 3 clusters Score -3555976 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 36061 members 
Entering Unmasked Estep 
Score: -3556009.000000 Penalty: 5318.511230
	Iteration 30Q: 3 clusters Score -3556009 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 36093 members 
Entering Unmasked Estep 
Score: -3556061.750000 Penalty: 5318.511230
	Iteration 31Q: 3 clusters Score -3556062 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 36131 members 
Entering Unmasked Estep 
Score: -3556073.500000 Penalty: 5318.511230
	Iteration 32Q: 3 clusters Score -3556074 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 36153 members 
Entering Unmasked Estep 
Score: -3556101.250000 Penalty: 5318.511230
	Iteration 33Q: 3 clusters Score -3556101 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 36182 members 
Entering Unmasked Estep 
Score: -3556120.750000 Penalty: 5318.511230
	Iteration 34Q: 3 clusters Score -3556121 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 36209 members 
Entering Unmasked Estep 
Score: -3556147.250000 Penalty: 5318.511230
	Iteration 35Q: 3 clusters Score -3556147 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 36220 members 
Entering Unmasked Estep 
Score: -3556149.000000 Penalty: 5318.511230
	Iteration 36Q: 3 clusters Score -3556149 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 36227 members 
Entering Unmasked Estep 
Score: -3556168.000000 Penalty: 5318.511230
	Iteration 37Q: 3 clusters Score -3556168 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 36232 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -3556170 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 36221 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -3556185 nChanged 113
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 36212 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -3556196 nChanged 121
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Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 36199 members 
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	Iteration 41Q: 3 clusters Score -3556222 nChanged 110
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Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 36187 members 
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	Iteration 42Q: 3 clusters Score -3556239 nChanged 110
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Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 36171 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -3556274 nChanged 111
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Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 36154 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 36127 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -3556312 nChanged 107
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Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 36092 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -3556316 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 36054 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 36016 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -3556330 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 35988 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 35969 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -3556342 nChanged 57
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Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 35952 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 35946 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -3556360 nChanged 47
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Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 35939 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -3556360 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 35937 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -3556368 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 35927 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -3556363 nChanged 32
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Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 35919 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -3556373 nChanged 23
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Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 35904 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -3556366 nChanged 23
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Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 35887 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -3556370 nChanged 11
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Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 35878 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -3556372 nChanged 13
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Mstep: Class 1 contains 9510 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -3556372 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9530 members 
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -3556377 nChanged 32
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Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 35825 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -3556376 nChanged 32
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Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 35801 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -3556382 nChanged 34
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Mstep: Class 1 contains 9606 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 9629 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 35721 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9686 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -3556392 nChanged 45
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Entering Unmasked Estep 
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Mstep: Class 1 contains 9765 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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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 10016 members 
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Mstep: Class 1 contains 10081 members 
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	Iteration 78Q: 3 clusters Score -3556414 nChanged 44
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Mstep: Class 1 contains 10121 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -3556425 nChanged 48
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Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 35214 members 
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	Iteration 80F: 3 clusters Score -3556433 nChanged 63
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Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 35155 members 
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Mstep: Class 1 contains 10280 members 
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	Iteration 82Q: 3 clusters Score -3556446 nChanged 59
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Mstep: Class 1 contains 10333 members 
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	Iteration 83Q: 3 clusters Score -3556451 nChanged 62
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Mstep: Class 1 contains 10387 members 
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Mstep: Class 1 contains 10439 members 
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	Iteration 85Q: 3 clusters Score -3556467 nChanged 64
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Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 34886 members 
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	Iteration 86Q: 3 clusters Score -3556481 nChanged 65
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Mstep: Class 1 contains 10546 members 
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	Iteration 87Q: 3 clusters Score -3556471 nChanged 64
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Mstep: Class 1 contains 10600 members 
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	Iteration 88Q: 3 clusters Score -3556481 nChanged 66
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Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 34727 members 
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	Iteration 89Q: 3 clusters Score -3556486 nChanged 64
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Mstep: Class 1 contains 10710 members 
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	Iteration 90Q: 3 clusters Score -3556494 nChanged 62
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Mstep: Class 1 contains 10764 members 
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	Iteration 91Q: 3 clusters Score -3556506 nChanged 67
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Mstep: Class 1 contains 10827 members 
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	Iteration 92Q: 3 clusters Score -3556516 nChanged 73
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Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 34481 members 
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	Iteration 93Q: 3 clusters Score -3556517 nChanged 75
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Mstep: Class 1 contains 10973 members 
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	Iteration 94Q: 3 clusters Score -3556514 nChanged 75
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Mstep: Class 1 contains 11048 members 
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	Iteration 95Q: 3 clusters Score -3556522 nChanged 83
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Mstep: Class 1 contains 11127 members 
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	Iteration 96Q: 3 clusters Score -3556534 nChanged 75
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Mstep: Class 1 contains 11198 members 
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	Iteration 97Q: 3 clusters Score -3556534 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11267 members 
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	Iteration 98Q: 3 clusters Score -3556549 nChanged 78
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Mstep: Class 1 contains 11339 members 
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	Iteration 99Q: 3 clusters Score -3556554 nChanged 73
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Mstep: Class 1 contains 11408 members 
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	Iteration 100F: 3 clusters Score -3556545 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11463 members 
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	Iteration 101Q: 3 clusters Score -3556554 nChanged 62
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Mstep: Class 1 contains 11523 members 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -3556559 nChanged 69
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	Iteration 103Q: 3 clusters Score -3556579 nChanged 61
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -3556582 nChanged 43
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	Iteration 106Q: 3 clusters Score -3556582 nChanged 48
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	Iteration 107Q: 3 clusters Score -3556584 nChanged 57
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	Iteration 109Q: 3 clusters Score -3556595 nChanged 48
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Mstep: Class 1 contains 11943 members 
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Mstep: Class 2 contains 33383 members 
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	Iteration 112Q: 3 clusters Score -3556613 nChanged 41
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Mstep: Class 1 contains 12075 members 
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	Iteration 113Q: 3 clusters Score -3556616 nChanged 42
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Mstep: Class 1 contains 12117 members 
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	Iteration 114Q: 3 clusters Score -3556623 nChanged 42
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	Iteration 115Q: 3 clusters Score -3556625 nChanged 45
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	Iteration 116Q: 3 clusters Score -3556634 nChanged 35
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	Iteration 118Q: 3 clusters Score -3556643 nChanged 28
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	Iteration 119Q: 3 clusters Score -3556634 nChanged 22
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	Iteration 120F: 3 clusters Score -3556642 nChanged 17
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	Iteration 121Q: 3 clusters Score -3556644 nChanged 19
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	Iteration 122Q: 3 clusters Score -3556640 nChanged 21
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	Iteration 123Q: 3 clusters Score -3556648 nChanged 19
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Mstep: Class 1 contains 12390 members 
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	Iteration 124Q: 3 clusters Score -3556646 nChanged 25
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	Iteration 125Q: 3 clusters Score -3556648 nChanged 24
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	Iteration 126Q: 3 clusters Score -3556644 nChanged 31
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Mstep: Class 1 contains 12470 members 
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	Iteration 127Q: 3 clusters Score -3556639 nChanged 31
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	Iteration 128Q: 3 clusters Score -3556646 nChanged 27
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	Iteration 129Q: 3 clusters Score -3556649 nChanged 26
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	Iteration 130Q: 3 clusters Score -3556649 nChanged 15
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 32812 members 
Entering Unmasked Estep 
Score: -3556648.250000 Penalty: 5318.511230
	Iteration 131Q: 3 clusters Score -3556648 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 32801 members 
Entering Unmasked Estep 
Score: -3556650.000000 Penalty: 5318.511230
	Iteration 132Q: 3 clusters Score -3556650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 32797 members 
Entering Unmasked Estep 
Score: -3556647.000000 Penalty: 5318.511230
	Iteration 133Q: 3 clusters Score -3556647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 32793 members 
Entering Unmasked Estep 
Score: -3556647.500000 Penalty: 5318.511230
	Iteration 134Q: 3 clusters Score -3556648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 32792 members 
Entering Unmasked Estep 
Score: -3556648.250000 Penalty: 5318.511230
	Iteration 135Q: 3 clusters Score -3556648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 32792 members 
Entering Unmasked Estep 
Score: -3556648.250000 Penalty: 5318.511230
	Iteration 136F: 3 clusters Score -3556648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (27997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27997 members 
Entering Unmasked Estep 
Score: -2285267.250000 Penalty: 2539.483398
	Iteration 0F: 2 clusters Score -2285267 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -2266011.250000 Penalty: 5078.966797
	Iteration 0F: 3 clusters Score -2266011 nChanged 12602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -2273189.500000 Penalty: 5078.966797
	Iteration 1F: 3 clusters Score -2273190 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -2274186.000000 Penalty: 5078.966797
	Iteration 2F: 3 clusters Score -2274186 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -2275125.750000 Penalty: 5078.966797
	Iteration 3F: 3 clusters Score -2275126 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -2276052.250000 Penalty: 5078.966797
	Iteration 4F: 3 clusters Score -2276052 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -2277020.250000 Penalty: 5078.966797
	Iteration 5F: 3 clusters Score -2277020 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 15179 members 
Entering Unmasked Estep 
Score: -2278178.250000 Penalty: 5078.966797
	Iteration 6F: 3 clusters Score -2278178 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -2279399.500000 Penalty: 5078.966797
	Iteration 7F: 3 clusters Score -2279400 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 16717 members 
Entering Unmasked Estep 
Score: -2280454.750000 Penalty: 5078.966797
	Iteration 8F: 3 clusters Score -2280455 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 17392 members 
Entering Unmasked Estep 
Score: -2281181.750000 Penalty: 5078.966797
	Iteration 9Q: 3 clusters Score -2281182 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 17934 members 
Entering Unmasked Estep 
Score: -2281545.750000 Penalty: 5078.966797
	Iteration 10Q: 3 clusters Score -2281546 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 18349 members 
Entering Unmasked Estep 
Score: -2281759.750000 Penalty: 5078.966797
	Iteration 11Q: 3 clusters Score -2281760 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 18731 members 
Entering Unmasked Estep 
Score: -2281907.250000 Penalty: 5078.966797
	Iteration 12Q: 3 clusters Score -2281907 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 19066 members 
Entering Unmasked Estep 
Score: -2282005.250000 Penalty: 5078.966797
	Iteration 13Q: 3 clusters Score -2282005 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 19418 members 
Entering Unmasked Estep 
Score: -2282125.000000 Penalty: 5078.966797
	Iteration 14Q: 3 clusters Score -2282125 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 19717 members 
Entering Unmasked Estep 
Score: -2282203.000000 Penalty: 5078.966797
	Iteration 15Q: 3 clusters Score -2282203 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 20027 members 
Entering Unmasked Estep 
Score: -2282290.500000 Penalty: 5078.966797
	Iteration 16Q: 3 clusters Score -2282290 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 20318 members 
Entering Unmasked Estep 
Score: -2282365.250000 Penalty: 5078.966797
	Iteration 17Q: 3 clusters Score -2282365 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 20626 members 
Entering Unmasked Estep 
Score: -2282449.500000 Penalty: 5078.966797
	Iteration 18Q: 3 clusters Score -2282450 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 20914 members 
Entering Unmasked Estep 
Score: -2282532.250000 Penalty: 5078.966797
	Iteration 19Q: 3 clusters Score -2282532 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 21194 members 
Entering Unmasked Estep 
Score: -2282602.000000 Penalty: 5078.966797
	Iteration 20F: 3 clusters Score -2282602 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 21462 members 
Entering Unmasked Estep 
Score: -2282676.250000 Penalty: 5078.966797
	Iteration 21Q: 3 clusters Score -2282676 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 21745 members 
Entering Unmasked Estep 
Score: -2282762.000000 Penalty: 5078.966797
	Iteration 22Q: 3 clusters Score -2282762 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 22039 members 
Entering Unmasked Estep 
Score: -2282839.750000 Penalty: 5078.966797
	Iteration 23Q: 3 clusters Score -2282840 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 22311 members 
Entering Unmasked Estep 
Score: -2282898.500000 Penalty: 5078.966797
	Iteration 24Q: 3 clusters Score -2282898 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 22574 members 
Entering Unmasked Estep 
Score: -2282976.000000 Penalty: 5078.966797
	Iteration 25Q: 3 clusters Score -2282976 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 22842 members 
Entering Unmasked Estep 
Score: -2283056.250000 Penalty: 5078.966797
	Iteration 26Q: 3 clusters Score -2283056 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 23088 members 
Entering Unmasked Estep 
Score: -2283120.250000 Penalty: 5078.966797
	Iteration 27Q: 3 clusters Score -2283120 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 23349 members 
Entering Unmasked Estep 
Score: -2283211.000000 Penalty: 5078.966797
	Iteration 28Q: 3 clusters Score -2283211 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 23619 members 
Entering Unmasked Estep 
Score: -2283292.500000 Penalty: 5078.966797
	Iteration 29Q: 3 clusters Score -2283292 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 23858 members 
Entering Unmasked Estep 
Score: -2283371.000000 Penalty: 5078.966797
	Iteration 30Q: 3 clusters Score -2283371 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 24079 members 
Entering Unmasked Estep 
Score: -2283431.750000 Penalty: 5078.966797
	Iteration 31Q: 3 clusters Score -2283432 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 24306 members 
Entering Unmasked Estep 
Score: -2283519.750000 Penalty: 5078.966797
	Iteration 32Q: 3 clusters Score -2283520 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 24519 members 
Entering Unmasked Estep 
Score: -2283579.250000 Penalty: 5078.966797
	Iteration 33Q: 3 clusters Score -2283579 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 24686 members 
Entering Unmasked Estep 
Score: -2283618.750000 Penalty: 5078.966797
	Iteration 34Q: 3 clusters Score -2283619 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 24842 members 
Entering Unmasked Estep 
Score: -2283671.750000 Penalty: 5078.966797
	Iteration 35Q: 3 clusters Score -2283672 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 25006 members 
Entering Unmasked Estep 
Score: -2283720.500000 Penalty: 5078.966797
	Iteration 36Q: 3 clusters Score -2283720 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 25163 members 
Entering Unmasked Estep 
Score: -2283768.750000 Penalty: 5078.966797
	Iteration 37Q: 3 clusters Score -2283769 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 25307 members 
Entering Unmasked Estep 
Score: -2283821.250000 Penalty: 5078.966797
	Iteration 38Q: 3 clusters Score -2283821 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 25420 members 
Entering Unmasked Estep 
Score: -2283845.250000 Penalty: 5078.966797
	Iteration 39Q: 3 clusters Score -2283845 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 25505 members 
Entering Unmasked Estep 
Score: -2283861.500000 Penalty: 5078.966797
	Iteration 40F: 3 clusters Score -2283862 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 25577 members 
Entering Unmasked Estep 
Score: -2283894.250000 Penalty: 5078.966797
	Iteration 41Q: 3 clusters Score -2283894 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 25642 members 
Entering Unmasked Estep 
Score: -2283910.500000 Penalty: 5078.966797
	Iteration 42Q: 3 clusters Score -2283910 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 25700 members 
Entering Unmasked Estep 
Score: -2283919.250000 Penalty: 5078.966797
	Iteration 43Q: 3 clusters Score -2283919 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 25756 members 
Entering Unmasked Estep 
Score: -2283930.750000 Penalty: 5078.966797
	Iteration 44Q: 3 clusters Score -2283931 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 25810 members 
Entering Unmasked Estep 
Score: -2283947.250000 Penalty: 5078.966797
	Iteration 45Q: 3 clusters Score -2283947 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 25863 members 
Entering Unmasked Estep 
Score: -2283959.750000 Penalty: 5078.966797
	Iteration 46Q: 3 clusters Score -2283960 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 25925 members 
Entering Unmasked Estep 
Score: -2283984.250000 Penalty: 5078.966797
	Iteration 47Q: 3 clusters Score -2283984 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 25988 members 
Entering Unmasked Estep 
Score: -2284005.250000 Penalty: 5078.966797
	Iteration 48Q: 3 clusters Score -2284005 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 26038 members 
Entering Unmasked Estep 
Score: -2284026.750000 Penalty: 5078.966797
	Iteration 49Q: 3 clusters Score -2284027 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 26080 members 
Entering Unmasked Estep 
Score: -2284039.750000 Penalty: 5078.966797
	Iteration 50Q: 3 clusters Score -2284040 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 26132 members 
Entering Unmasked Estep 
Score: -2284059.500000 Penalty: 5078.966797
	Iteration 51Q: 3 clusters Score -2284060 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 26178 members 
Entering Unmasked Estep 
Score: -2284065.750000 Penalty: 5078.966797
	Iteration 52Q: 3 clusters Score -2284066 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 26213 members 
Entering Unmasked Estep 
Score: -2284070.250000 Penalty: 5078.966797
	Iteration 53Q: 3 clusters Score -2284070 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 26242 members 
Entering Unmasked Estep 
Score: -2284079.000000 Penalty: 5078.966797
	Iteration 54Q: 3 clusters Score -2284079 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 26270 members 
Entering Unmasked Estep 
Score: -2284091.000000 Penalty: 5078.966797
	Iteration 55Q: 3 clusters Score -2284091 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 26294 members 
Entering Unmasked Estep 
Score: -2284100.000000 Penalty: 5078.966797
	Iteration 56Q: 3 clusters Score -2284100 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 26317 members 
Entering Unmasked Estep 
Score: -2284099.500000 Penalty: 5078.966797
	Iteration 57Q: 3 clusters Score -2284100 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 26333 members 
Entering Unmasked Estep 
Score: -2284104.000000 Penalty: 5078.966797
	Iteration 58Q: 3 clusters Score -2284104 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 26346 members 
Entering Unmasked Estep 
Score: -2284107.000000 Penalty: 5078.966797
	Iteration 59Q: 3 clusters Score -2284107 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 26358 members 
Entering Unmasked Estep 
Score: -2284107.750000 Penalty: 5078.966797
	Iteration 60F: 3 clusters Score -2284108 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 26380 members 
Entering Unmasked Estep 
Score: -2284111.000000 Penalty: 5078.966797
	Iteration 61Q: 3 clusters Score -2284111 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 26395 members 
Entering Unmasked Estep 
Score: -2284112.750000 Penalty: 5078.966797
	Iteration 62Q: 3 clusters Score -2284113 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 26410 members 
Entering Unmasked Estep 
Score: -2284110.500000 Penalty: 5078.966797
	Iteration 63Q: 3 clusters Score -2284110 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 26425 members 
Entering Unmasked Estep 
Score: -2284118.250000 Penalty: 5078.966797
	Iteration 64Q: 3 clusters Score -2284118 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 26437 members 
Entering Unmasked Estep 
Score: -2284123.500000 Penalty: 5078.966797
	Iteration 65Q: 3 clusters Score -2284124 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 26447 members 
Entering Unmasked Estep 
Score: -2284127.250000 Penalty: 5078.966797
	Iteration 66Q: 3 clusters Score -2284127 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 26453 members 
Entering Unmasked Estep 
Score: -2284126.000000 Penalty: 5078.966797
	Iteration 67Q: 3 clusters Score -2284126 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 26464 members 
Entering Unmasked Estep 
Score: -2284124.750000 Penalty: 5078.966797
	Iteration 68Q: 3 clusters Score -2284125 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 26476 members 
Entering Unmasked Estep 
Score: -2284130.250000 Penalty: 5078.966797
	Iteration 69Q: 3 clusters Score -2284130 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 26489 members 
Entering Unmasked Estep 
Score: -2284143.000000 Penalty: 5078.966797
	Iteration 70Q: 3 clusters Score -2284143 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 26498 members 
Entering Unmasked Estep 
Score: -2284141.000000 Penalty: 5078.966797
	Iteration 71Q: 3 clusters Score -2284141 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 26513 members 
Entering Unmasked Estep 
Score: -2284148.000000 Penalty: 5078.966797
	Iteration 72Q: 3 clusters Score -2284148 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 26523 members 
Entering Unmasked Estep 
Score: -2284152.250000 Penalty: 5078.966797
	Iteration 73Q: 3 clusters Score -2284152 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 26537 members 
Entering Unmasked Estep 
Score: -2284154.000000 Penalty: 5078.966797
	Iteration 74Q: 3 clusters Score -2284154 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 26552 members 
Entering Unmasked Estep 
Score: -2284158.250000 Penalty: 5078.966797
	Iteration 75Q: 3 clusters Score -2284158 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 26563 members 
Entering Unmasked Estep 
Score: -2284158.750000 Penalty: 5078.966797
	Iteration 76Q: 3 clusters Score -2284159 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 26572 members 
Entering Unmasked Estep 
Score: -2284164.000000 Penalty: 5078.966797
	Iteration 77Q: 3 clusters Score -2284164 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 26582 members 
Entering Unmasked Estep 
Score: -2284169.250000 Penalty: 5078.966797
	Iteration 78Q: 3 clusters Score -2284169 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 26592 members 
Entering Unmasked Estep 
Score: -2284169.750000 Penalty: 5078.966797
	Iteration 79Q: 3 clusters Score -2284170 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 26602 members 
Entering Unmasked Estep 
Score: -2284176.000000 Penalty: 5078.966797
	Iteration 80F: 3 clusters Score -2284176 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 26619 members 
Entering Unmasked Estep 
Score: -2284185.000000 Penalty: 5078.966797
	Iteration 81Q: 3 clusters Score -2284185 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 26638 members 
Entering Unmasked Estep 
Score: -2284189.500000 Penalty: 5078.966797
	Iteration 82Q: 3 clusters Score -2284190 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 26655 members 
Entering Unmasked Estep 
Score: -2284189.250000 Penalty: 5078.966797
	Iteration 83Q: 3 clusters Score -2284189 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 26671 members 
Entering Unmasked Estep 
Score: -2284194.000000 Penalty: 5078.966797
	Iteration 84Q: 3 clusters Score -2284194 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 26683 members 
Entering Unmasked Estep 
Score: -2284197.000000 Penalty: 5078.966797
	Iteration 85Q: 3 clusters Score -2284197 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 26690 members 
Entering Unmasked Estep 
Score: -2284200.250000 Penalty: 5078.966797
	Iteration 86Q: 3 clusters Score -2284200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 26694 members 
Entering Unmasked Estep 
Score: -2284207.000000 Penalty: 5078.966797
	Iteration 87Q: 3 clusters Score -2284207 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 26700 members 
Entering Unmasked Estep 
Score: -2284209.500000 Penalty: 5078.966797
	Iteration 88Q: 3 clusters Score -2284210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 26704 members 
Entering Unmasked Estep 
Score: -2284211.250000 Penalty: 5078.966797
	Iteration 89Q: 3 clusters Score -2284211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 26708 members 
Entering Unmasked Estep 
Score: -2284207.000000 Penalty: 5078.966797
	Iteration 90Q: 3 clusters Score -2284207 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 26714 members 
Entering Unmasked Estep 
Score: -2284208.250000 Penalty: 5078.966797
	Iteration 91Q: 3 clusters Score -2284208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 26718 members 
Entering Unmasked Estep 
Score: -2284212.000000 Penalty: 5078.966797
	Iteration 92Q: 3 clusters Score -2284212 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 26727 members 
Entering Unmasked Estep 
Score: -2284218.000000 Penalty: 5078.966797
	Iteration 93Q: 3 clusters Score -2284218 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 26740 members 
Entering Unmasked Estep 
Score: -2284215.000000 Penalty: 5078.966797
	Iteration 94Q: 3 clusters Score -2284215 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 26752 members 
Entering Unmasked Estep 
Score: -2284216.500000 Penalty: 5078.966797
	Iteration 95Q: 3 clusters Score -2284216 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 26762 members 
Entering Unmasked Estep 
Score: -2284222.750000 Penalty: 5078.966797
	Iteration 96Q: 3 clusters Score -2284223 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 26768 members 
Entering Unmasked Estep 
Score: -2284228.500000 Penalty: 5078.966797
	Iteration 97Q: 3 clusters Score -2284228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 26770 members 
Entering Unmasked Estep 
Score: -2284228.750000 Penalty: 5078.966797
	Iteration 98Q: 3 clusters Score -2284229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 26772 members 
Entering Unmasked Estep 
Score: -2284230.750000 Penalty: 5078.966797
	Iteration 99Q: 3 clusters Score -2284231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 26773 members 
Entering Unmasked Estep 
Score: -2284229.750000 Penalty: 5078.966797
	Iteration 100F: 3 clusters Score -2284230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 26774 members 
Entering Unmasked Estep 
Score: -2284230.750000 Penalty: 5078.966797
	Iteration 101Q: 3 clusters Score -2284231 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 26774 members 
Entering Unmasked Estep 
Score: -2284230.750000 Penalty: 5078.966797
	Iteration 102F: 3 clusters Score -2284231 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Entering Unmasked Estep 
Score: -670585.812500 Penalty: 2260.475586
	Iteration 0F: 2 clusters Score -670585.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -663637.250000 Penalty: 4520.951172
	Iteration 0F: 3 clusters Score -663637.2 nChanged 3676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -665794.812500 Penalty: 4520.951172
	Iteration 1F: 3 clusters Score -665794.8 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -666282.000000 Penalty: 4520.951172
	Iteration 2F: 3 clusters Score -666282 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -666766.687500 Penalty: 4520.951172
	Iteration 3F: 3 clusters Score -666766.7 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -667290.750000 Penalty: 4520.951172
	Iteration 4F: 3 clusters Score -667290.8 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -667851.687500 Penalty: 4520.951172
	Iteration 5F: 3 clusters Score -667851.7 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -668386.062500 Penalty: 4520.951172
	Iteration 6F: 3 clusters Score -668386.1 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -668979.375000 Penalty: 4520.951172
	Iteration 7F: 3 clusters Score -668979.4 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -669532.562500 Penalty: 4520.951172
	Iteration 8F: 3 clusters Score -669532.6 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -669944.312500 Penalty: 4520.951172
	Iteration 9Q: 3 clusters Score -669944.3 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -670197.000000 Penalty: 4520.951172
	Iteration 10Q: 3 clusters Score -670197 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -670346.062500 Penalty: 4520.951172
	Iteration 11Q: 3 clusters Score -670346.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -670429.125000 Penalty: 4520.951172
	Iteration 12Q: 3 clusters Score -670429.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -670485.250000 Penalty: 4520.951172
	Iteration 13Q: 3 clusters Score -670485.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -670530.562500 Penalty: 4520.951172
	Iteration 14Q: 3 clusters Score -670530.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -670567.312500 Penalty: 4520.951172
	Iteration 15Q: 3 clusters Score -670567.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -670612.500000 Penalty: 4520.951172
	Iteration 16Q: 3 clusters Score -670612.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -670641.937500 Penalty: 4520.951172
	Iteration 17Q: 3 clusters Score -670641.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -670671.562500 Penalty: 4520.951172
	Iteration 18Q: 3 clusters Score -670671.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -670699.937500 Penalty: 4520.951172
	Iteration 19Q: 3 clusters Score -670699.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -670729.187500 Penalty: 4520.951172
	Iteration 20F: 3 clusters Score -670729.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -670758.250000 Penalty: 4520.951172
	Iteration 21Q: 3 clusters Score -670758.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -670781.500000 Penalty: 4520.951172
	Iteration 22Q: 3 clusters Score -670781.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -670817.062500 Penalty: 4520.951172
	Iteration 23Q: 3 clusters Score -670817.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -670861.125000 Penalty: 4520.951172
	Iteration 24Q: 3 clusters Score -670861.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -670910.000000 Penalty: 4520.951172
	Iteration 25Q: 3 clusters Score -670910 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -670955.812500 Penalty: 4520.951172
	Iteration 26Q: 3 clusters Score -670955.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -670986.000000 Penalty: 4520.951172
	Iteration 27Q: 3 clusters Score -670986 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -671011.250000 Penalty: 4520.951172
	Iteration 28Q: 3 clusters Score -671011.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -671025.375000 Penalty: 4520.951172
	Iteration 29Q: 3 clusters Score -671025.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -671033.437500 Penalty: 4520.951172
	Iteration 30Q: 3 clusters Score -671033.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -671041.812500 Penalty: 4520.951172
	Iteration 31Q: 3 clusters Score -671041.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -671042.312500 Penalty: 4520.951172
	Iteration 32Q: 3 clusters Score -671042.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -671047.062500 Penalty: 4520.951172
	Iteration 33Q: 3 clusters Score -671047.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -671046.812500 Penalty: 4520.951172
	Iteration 34Q: 3 clusters Score -671046.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -671046.687500 Penalty: 4520.951172
	Iteration 35Q: 3 clusters Score -671046.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -671046.875000 Penalty: 4520.951172
	Iteration 36Q: 3 clusters Score -671046.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -671046.250000 Penalty: 4520.951172
	Iteration 37Q: 3 clusters Score -671046.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -671046.250000 Penalty: 4520.951172
	Iteration 38F: 3 clusters Score -671046.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 3002 members 
Mstep: Class 3 contains 92705 members 
Mstep: Class 4 contains 3643 members 
Mstep: Class 5 contains 387313 members 
Mstep: Class 6 contains 4474 members 
Mstep: Class 7 contains 6178 members 
Mstep: Class 8 contains 6831 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 29438 members 
Mstep: Class 11 contains 217442 members 
Mstep: Class 12 contains 49706 members 
Mstep: Class 13 contains 154224 members 
Mstep: Class 14 contains 91839 members 
Mstep: Class 15 contains 73305 members 
Mstep: Class 16 contains 89296 members 
Mstep: Class 17 contains 2131 members 
Mstep: Class 18 contains 27440 members 
Mstep: Class 19 contains 4569 members 
Mstep: Class 20 contains 8480 members 
Mstep: Class 21 contains 45379 members 
Mstep: Class 22 contains 27997 members 
Mstep: Class 23 contains 5741 members 
Mstep: Class 24 contains 7617 members 
Mstep: Class 25 contains 24466 members 
Mstep: Class 26 contains 15546 members 
Mstep: Class 27 contains 6086 members 
Mstep: Class 28 contains 7820 members 
Mstep: Class 29 contains 3648 members 
Mstep: Class 30 contains 10030 members 
Mstep: Class 31 contains 25098 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9944 members 
Mstep: Class 34 contains 3348 members 
Entering Unmasked Estep 
Score: -111977888.000000 Penalty: 119701.210938
Splitting cluster 23 changes total score from -111978376.000000 to -111977888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (7617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Entering Unmasked Estep 
Score: -545241.562500 Penalty: 2216.658203
	Iteration 0F: 2 clusters Score -545241.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -539047.937500 Penalty: 4433.316406
	Iteration 0F: 3 clusters Score -539047.9 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -540788.875000 Penalty: 4433.316406
	Iteration 1F: 3 clusters Score -540788.9 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -541154.062500 Penalty: 4433.316406
	Iteration 2F: 3 clusters Score -541154.1 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -541431.312500 Penalty: 4433.316406
	Iteration 3F: 3 clusters Score -541431.3 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -541673.687500 Penalty: 4433.316406
	Iteration 4Q: 3 clusters Score -541673.7 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -541907.437500 Penalty: 4433.316406
	Iteration 5Q: 3 clusters Score -541907.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -542154.000000 Penalty: 4433.316406
	Iteration 6Q: 3 clusters Score -542154 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -542405.000000 Penalty: 4433.316406
	Iteration 7Q: 3 clusters Score -542405 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -542720.375000 Penalty: 4433.316406
	Iteration 8Q: 3 clusters Score -542720.4 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -543084.062500 Penalty: 4433.316406
	Iteration 9Q: 3 clusters Score -543084.1 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -543508.562500 Penalty: 4433.316406
	Iteration 10Q: 3 clusters Score -543508.6 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -543949.187500 Penalty: 4433.316406
	Iteration 11Q: 3 clusters Score -543949.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -544243.875000 Penalty: 4433.316406
	Iteration 12Q: 3 clusters Score -544243.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -544377.562500 Penalty: 4433.316406
	Iteration 13Q: 3 clusters Score -544377.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -544474.187500 Penalty: 4433.316406
	Iteration 14Q: 3 clusters Score -544474.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -544540.500000 Penalty: 4433.316406
	Iteration 15Q: 3 clusters Score -544540.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -544565.750000 Penalty: 4433.316406
	Iteration 16Q: 3 clusters Score -544565.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -544581.687500 Penalty: 4433.316406
	Iteration 17Q: 3 clusters Score -544581.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -544589.375000 Penalty: 4433.316406
	Iteration 18Q: 3 clusters Score -544589.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -544597.312500 Penalty: 4433.316406
	Iteration 19Q: 3 clusters Score -544597.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -544605.937500 Penalty: 4433.316406
	Iteration 20F: 3 clusters Score -544605.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -544614.500000 Penalty: 4433.316406
	Iteration 21Q: 3 clusters Score -544614.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -544626.187500 Penalty: 4433.316406
	Iteration 22Q: 3 clusters Score -544626.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -544638.750000 Penalty: 4433.316406
	Iteration 23Q: 3 clusters Score -544638.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -544652.125000 Penalty: 4433.316406
	Iteration 24Q: 3 clusters Score -544652.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -544664.562500 Penalty: 4433.316406
	Iteration 25Q: 3 clusters Score -544664.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -544680.750000 Penalty: 4433.316406
	Iteration 26Q: 3 clusters Score -544680.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -544699.125000 Penalty: 4433.316406
	Iteration 27Q: 3 clusters Score -544699.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -544718.687500 Penalty: 4433.316406
	Iteration 28Q: 3 clusters Score -544718.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -544732.187500 Penalty: 4433.316406
	Iteration 29Q: 3 clusters Score -544732.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -544745.375000 Penalty: 4433.316406
	Iteration 30Q: 3 clusters Score -544745.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -544757.187500 Penalty: 4433.316406
	Iteration 31Q: 3 clusters Score -544757.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -544764.812500 Penalty: 4433.316406
	Iteration 32Q: 3 clusters Score -544764.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -544774.750000 Penalty: 4433.316406
	Iteration 33Q: 3 clusters Score -544774.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -544786.937500 Penalty: 4433.316406
	Iteration 34Q: 3 clusters Score -544786.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -544797.375000 Penalty: 4433.316406
	Iteration 35Q: 3 clusters Score -544797.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -544809.187500 Penalty: 4433.316406
	Iteration 36Q: 3 clusters Score -544809.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -544814.437500 Penalty: 4433.316406
	Iteration 37Q: 3 clusters Score -544814.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -544824.125000 Penalty: 4433.316406
	Iteration 38Q: 3 clusters Score -544824.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -544840.187500 Penalty: 4433.316406
	Iteration 39Q: 3 clusters Score -544840.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -544846.250000 Penalty: 4433.316406
	Iteration 40F: 3 clusters Score -544846.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -544854.687500 Penalty: 4433.316406
	Iteration 41Q: 3 clusters Score -544854.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -544861.187500 Penalty: 4433.316406
	Iteration 42Q: 3 clusters Score -544861.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -544868.437500 Penalty: 4433.316406
	Iteration 43Q: 3 clusters Score -544868.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -544876.187500 Penalty: 4433.316406
	Iteration 44Q: 3 clusters Score -544876.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -544887.625000 Penalty: 4433.316406
	Iteration 45Q: 3 clusters Score -544887.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -544901.937500 Penalty: 4433.316406
	Iteration 46Q: 3 clusters Score -544901.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -544916.312500 Penalty: 4433.316406
	Iteration 47Q: 3 clusters Score -544916.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -544930.500000 Penalty: 4433.316406
	Iteration 48Q: 3 clusters Score -544930.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -544942.500000 Penalty: 4433.316406
	Iteration 49Q: 3 clusters Score -544942.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -544959.437500 Penalty: 4433.316406
	Iteration 50Q: 3 clusters Score -544959.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -544976.562500 Penalty: 4433.316406
	Iteration 51Q: 3 clusters Score -544976.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -544994.437500 Penalty: 4433.316406
	Iteration 52Q: 3 clusters Score -544994.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -545010.687500 Penalty: 4433.316406
	Iteration 53Q: 3 clusters Score -545010.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -545025.625000 Penalty: 4433.316406
	Iteration 54Q: 3 clusters Score -545025.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -545039.625000 Penalty: 4433.316406
	Iteration 55Q: 3 clusters Score -545039.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -545061.000000 Penalty: 4433.316406
	Iteration 56Q: 3 clusters Score -545061 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -545083.625000 Penalty: 4433.316406
	Iteration 57Q: 3 clusters Score -545083.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -545102.062500 Penalty: 4433.316406
	Iteration 58Q: 3 clusters Score -545102.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -545113.750000 Penalty: 4433.316406
	Iteration 59Q: 3 clusters Score -545113.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -545131.250000 Penalty: 4433.316406
	Iteration 60F: 3 clusters Score -545131.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -545150.000000 Penalty: 4433.316406
	Iteration 61Q: 3 clusters Score -545150 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -545175.562500 Penalty: 4433.316406
	Iteration 62Q: 3 clusters Score -545175.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -545196.312500 Penalty: 4433.316406
	Iteration 63Q: 3 clusters Score -545196.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -545220.875000 Penalty: 4433.316406
	Iteration 64Q: 3 clusters Score -545220.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -545238.187500 Penalty: 4433.316406
	Iteration 65Q: 3 clusters Score -545238.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -545252.687500 Penalty: 4433.316406
	Iteration 66Q: 3 clusters Score -545252.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -545278.437500 Penalty: 4433.316406
	Iteration 67Q: 3 clusters Score -545278.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -545312.437500 Penalty: 4433.316406
	Iteration 68Q: 3 clusters Score -545312.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -545340.125000 Penalty: 4433.316406
	Iteration 69Q: 3 clusters Score -545340.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -545370.187500 Penalty: 4433.316406
	Iteration 70Q: 3 clusters Score -545370.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -545392.000000 Penalty: 4433.316406
	Iteration 71Q: 3 clusters Score -545392 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -545404.062500 Penalty: 4433.316406
	Iteration 72Q: 3 clusters Score -545404.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -545415.375000 Penalty: 4433.316406
	Iteration 73Q: 3 clusters Score -545415.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -545423.937500 Penalty: 4433.316406
	Iteration 74Q: 3 clusters Score -545423.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -545431.187500 Penalty: 4433.316406
	Iteration 75Q: 3 clusters Score -545431.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -545434.750000 Penalty: 4433.316406
	Iteration 76Q: 3 clusters Score -545434.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -545436.750000 Penalty: 4433.316406
	Iteration 77Q: 3 clusters Score -545436.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -545438.687500 Penalty: 4433.316406
	Iteration 78Q: 3 clusters Score -545438.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -545437.812500 Penalty: 4433.316406
	Iteration 79Q: 3 clusters Score -545437.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -545438.250000 Penalty: 4433.316406
	Iteration 80F: 3 clusters Score -545438.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 3002 members 
Mstep: Class 3 contains 92705 members 
Mstep: Class 4 contains 3643 members 
Mstep: Class 5 contains 387313 members 
Mstep: Class 6 contains 4474 members 
Mstep: Class 7 contains 6178 members 
Mstep: Class 8 contains 6831 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 29438 members 
Mstep: Class 11 contains 217442 members 
Mstep: Class 12 contains 49706 members 
Mstep: Class 13 contains 154224 members 
Mstep: Class 14 contains 91839 members 
Mstep: Class 15 contains 73305 members 
Mstep: Class 16 contains 89296 members 
Mstep: Class 17 contains 2131 members 
Mstep: Class 18 contains 27440 members 
Mstep: Class 19 contains 4569 members 
Mstep: Class 20 contains 8480 members 
Mstep: Class 21 contains 45379 members 
Mstep: Class 22 contains 27997 members 
Mstep: Class 23 contains 9089 members 
Mstep: Class 24 contains 6270 members 
Mstep: Class 25 contains 24466 members 
Mstep: Class 26 contains 15546 members 
Mstep: Class 27 contains 6086 members 
Mstep: Class 28 contains 7820 members 
Mstep: Class 29 contains 3648 members 
Mstep: Class 30 contains 10030 members 
Mstep: Class 31 contains 25098 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9944 members 
Mstep: Class 34 contains 1347 members 
Entering Unmasked Estep 
Score: -111977728.000000 Penalty: 119701.210938
Splitting cluster 24 changes total score from -111978376.000000 to -111977728.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (24466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24466 members 
Entering Unmasked Estep 
Score: -1723541.750000 Penalty: 2506.049805
	Iteration 0F: 2 clusters Score -1723542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -1706659.875000 Penalty: 5012.099609
	Iteration 0F: 3 clusters Score -1706660 nChanged 10853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -1712925.500000 Penalty: 5012.099609
	Iteration 1F: 3 clusters Score -1712926 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -1713826.250000 Penalty: 5012.099609
	Iteration 2F: 3 clusters Score -1713826 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -1714911.125000 Penalty: 5012.099609
	Iteration 3F: 3 clusters Score -1714911 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -1716216.000000 Penalty: 5012.099609
	Iteration 4F: 3 clusters Score -1716216 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -1717693.625000 Penalty: 5012.099609
	Iteration 5F: 3 clusters Score -1717694 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -1719102.875000 Penalty: 5012.099609
	Iteration 6F: 3 clusters Score -1719103 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -1720326.625000 Penalty: 5012.099609
	Iteration 7F: 3 clusters Score -1720327 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -1721113.125000 Penalty: 5012.099609
	Iteration 8Q: 3 clusters Score -1721113 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -1721502.375000 Penalty: 5012.099609
	Iteration 9Q: 3 clusters Score -1721502 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -1721704.250000 Penalty: 5012.099609
	Iteration 10Q: 3 clusters Score -1721704 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -1721820.250000 Penalty: 5012.099609
	Iteration 11Q: 3 clusters Score -1721820 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -1721887.250000 Penalty: 5012.099609
	Iteration 12Q: 3 clusters Score -1721887 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -1721938.000000 Penalty: 5012.099609
	Iteration 13Q: 3 clusters Score -1721938 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -1721965.250000 Penalty: 5012.099609
	Iteration 14Q: 3 clusters Score -1721965 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -1721988.625000 Penalty: 5012.099609
	Iteration 15Q: 3 clusters Score -1721989 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -1721998.750000 Penalty: 5012.099609
	Iteration 16Q: 3 clusters Score -1721999 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -1722017.250000 Penalty: 5012.099609
	Iteration 17Q: 3 clusters Score -1722017 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -1722029.250000 Penalty: 5012.099609
	Iteration 18Q: 3 clusters Score -1722029 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -1722036.000000 Penalty: 5012.099609
	Iteration 19Q: 3 clusters Score -1722036 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -1722042.625000 Penalty: 5012.099609
	Iteration 20F: 3 clusters Score -1722043 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -1722055.875000 Penalty: 5012.099609
	Iteration 21Q: 3 clusters Score -1722056 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -1722054.250000 Penalty: 5012.099609
	Iteration 22Q: 3 clusters Score -1722054 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -1722059.500000 Penalty: 5012.099609
	Iteration 23Q: 3 clusters Score -1722060 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -1722060.500000 Penalty: 5012.099609
	Iteration 24Q: 3 clusters Score -1722060 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -1722059.125000 Penalty: 5012.099609
	Iteration 25Q: 3 clusters Score -1722059 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -1722059.000000 Penalty: 5012.099609
	Iteration 26Q: 3 clusters Score -1722059 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -1722060.875000 Penalty: 5012.099609
	Iteration 27Q: 3 clusters Score -1722061 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -1722062.625000 Penalty: 5012.099609
	Iteration 28Q: 3 clusters Score -1722063 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -1722063.625000 Penalty: 5012.099609
	Iteration 29Q: 3 clusters Score -1722064 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -1722064.750000 Penalty: 5012.099609
	Iteration 30Q: 3 clusters Score -1722065 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -1722066.875000 Penalty: 5012.099609
	Iteration 31Q: 3 clusters Score -1722067 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -1722070.875000 Penalty: 5012.099609
	Iteration 32Q: 3 clusters Score -1722071 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -1722068.625000 Penalty: 5012.099609
	Iteration 33Q: 3 clusters Score -1722069 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -1722065.875000 Penalty: 5012.099609
	Iteration 34Q: 3 clusters Score -1722066 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -1722075.250000 Penalty: 5012.099609
	Iteration 35Q: 3 clusters Score -1722075 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -1722070.375000 Penalty: 5012.099609
	Iteration 36Q: 3 clusters Score -1722070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -1722071.500000 Penalty: 5012.099609
	Iteration 37Q: 3 clusters Score -1722072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -1722070.500000 Penalty: 5012.099609
	Iteration 38Q: 3 clusters Score -1722070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -1722074.125000 Penalty: 5012.099609
	Iteration 39Q: 3 clusters Score -1722074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -1722073.500000 Penalty: 5012.099609
	Iteration 40F: 3 clusters Score -1722074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -1722075.250000 Penalty: 5012.099609
	Iteration 41Q: 3 clusters Score -1722075 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -1722075.250000 Penalty: 5012.099609
	Iteration 42F: 3 clusters Score -1722075 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (15546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15546 members 
Entering Unmasked Estep 
Score: -1235812.375000 Penalty: 2393.586670
	Iteration 0F: 2 clusters Score -1235812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1224717.375000 Penalty: 4787.173340
	Iteration 0F: 3 clusters Score -1224717 nChanged 6720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1228637.000000 Penalty: 4787.173340
	Iteration 1F: 3 clusters Score -1228637 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1229354.625000 Penalty: 4787.173340
	Iteration 2F: 3 clusters Score -1229355 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1230157.250000 Penalty: 4787.173340
	Iteration 3F: 3 clusters Score -1230157 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1230982.750000 Penalty: 4787.173340
	Iteration 4F: 3 clusters Score -1230983 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1231793.500000 Penalty: 4787.173340
	Iteration 5F: 3 clusters Score -1231794 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1232473.500000 Penalty: 4787.173340
	Iteration 6F: 3 clusters Score -1232474 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1232914.125000 Penalty: 4787.173340
	Iteration 7Q: 3 clusters Score -1232914 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1233174.875000 Penalty: 4787.173340
	Iteration 8Q: 3 clusters Score -1233175 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1233323.875000 Penalty: 4787.173340
	Iteration 9Q: 3 clusters Score -1233324 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1233420.875000 Penalty: 4787.173340
	Iteration 10Q: 3 clusters Score -1233421 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1233491.000000 Penalty: 4787.173340
	Iteration 11Q: 3 clusters Score -1233491 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1233543.375000 Penalty: 4787.173340
	Iteration 12Q: 3 clusters Score -1233543 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1233583.375000 Penalty: 4787.173340
	Iteration 13Q: 3 clusters Score -1233583 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1233615.500000 Penalty: 4787.173340
	Iteration 14Q: 3 clusters Score -1233616 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1233645.750000 Penalty: 4787.173340
	Iteration 15Q: 3 clusters Score -1233646 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1233673.500000 Penalty: 4787.173340
	Iteration 16Q: 3 clusters Score -1233674 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1233695.000000 Penalty: 4787.173340
	Iteration 17Q: 3 clusters Score -1233695 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1233719.000000 Penalty: 4787.173340
	Iteration 18Q: 3 clusters Score -1233719 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1233740.500000 Penalty: 4787.173340
	Iteration 19Q: 3 clusters Score -1233740 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1233774.875000 Penalty: 4787.173340
	Iteration 20F: 3 clusters Score -1233775 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1233807.500000 Penalty: 4787.173340
	Iteration 21Q: 3 clusters Score -1233808 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1233848.375000 Penalty: 4787.173340
	Iteration 22Q: 3 clusters Score -1233848 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1233883.875000 Penalty: 4787.173340
	Iteration 23Q: 3 clusters Score -1233884 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1233934.750000 Penalty: 4787.173340
	Iteration 24Q: 3 clusters Score -1233935 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1233986.250000 Penalty: 4787.173340
	Iteration 25Q: 3 clusters Score -1233986 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1234026.125000 Penalty: 4787.173340
	Iteration 26Q: 3 clusters Score -1234026 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1234068.375000 Penalty: 4787.173340
	Iteration 27Q: 3 clusters Score -1234068 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1234115.125000 Penalty: 4787.173340
	Iteration 28Q: 3 clusters Score -1234115 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -1234157.500000 Penalty: 4787.173340
	Iteration 29Q: 3 clusters Score -1234158 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1234195.750000 Penalty: 4787.173340
	Iteration 30Q: 3 clusters Score -1234196 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1234235.000000 Penalty: 4787.173340
	Iteration 31Q: 3 clusters Score -1234235 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1234276.750000 Penalty: 4787.173340
	Iteration 32Q: 3 clusters Score -1234277 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -1234311.625000 Penalty: 4787.173340
	Iteration 33Q: 3 clusters Score -1234312 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1234366.375000 Penalty: 4787.173340
	Iteration 34Q: 3 clusters Score -1234366 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -1234432.500000 Penalty: 4787.173340
	Iteration 35Q: 3 clusters Score -1234432 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -1234519.875000 Penalty: 4787.173340
	Iteration 36Q: 3 clusters Score -1234520 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1234606.875000 Penalty: 4787.173340
	Iteration 37Q: 3 clusters Score -1234607 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -1234697.000000 Penalty: 4787.173340
	Iteration 38Q: 3 clusters Score -1234697 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -1234796.625000 Penalty: 4787.173340
	Iteration 39Q: 3 clusters Score -1234797 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1234880.250000 Penalty: 4787.173340
	Iteration 40F: 3 clusters Score -1234880 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -1234945.125000 Penalty: 4787.173340
	Iteration 41Q: 3 clusters Score -1234945 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -1234977.000000 Penalty: 4787.173340
	Iteration 42Q: 3 clusters Score -1234977 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -1235005.250000 Penalty: 4787.173340
	Iteration 43Q: 3 clusters Score -1235005 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -1235023.375000 Penalty: 4787.173340
	Iteration 44Q: 3 clusters Score -1235023 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -1235046.125000 Penalty: 4787.173340
	Iteration 45Q: 3 clusters Score -1235046 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -1235055.500000 Penalty: 4787.173340
	Iteration 46Q: 3 clusters Score -1235056 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -1235068.125000 Penalty: 4787.173340
	Iteration 47Q: 3 clusters Score -1235068 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -1235075.000000 Penalty: 4787.173340
	Iteration 48Q: 3 clusters Score -1235075 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -1235086.625000 Penalty: 4787.173340
	Iteration 49Q: 3 clusters Score -1235087 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -1235089.500000 Penalty: 4787.173340
	Iteration 50Q: 3 clusters Score -1235090 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -1235100.500000 Penalty: 4787.173340
	Iteration 51Q: 3 clusters Score -1235100 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -1235108.000000 Penalty: 4787.173340
	Iteration 52Q: 3 clusters Score -1235108 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -1235118.375000 Penalty: 4787.173340
	Iteration 53Q: 3 clusters Score -1235118 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -1235123.875000 Penalty: 4787.173340
	Iteration 54Q: 3 clusters Score -1235124 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -1235139.625000 Penalty: 4787.173340
	Iteration 55Q: 3 clusters Score -1235140 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -1235143.375000 Penalty: 4787.173340
	Iteration 56Q: 3 clusters Score -1235143 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -1235146.750000 Penalty: 4787.173340
	Iteration 57Q: 3 clusters Score -1235147 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -1235158.250000 Penalty: 4787.173340
	Iteration 58Q: 3 clusters Score -1235158 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -1235161.750000 Penalty: 4787.173340
	Iteration 59Q: 3 clusters Score -1235162 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -1235166.250000 Penalty: 4787.173340
	Iteration 60F: 3 clusters Score -1235166 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -1235174.625000 Penalty: 4787.173340
	Iteration 61Q: 3 clusters Score -1235175 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -1235178.750000 Penalty: 4787.173340
	Iteration 62Q: 3 clusters Score -1235179 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -1235181.500000 Penalty: 4787.173340
	Iteration 63Q: 3 clusters Score -1235182 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -1235188.625000 Penalty: 4787.173340
	Iteration 64Q: 3 clusters Score -1235189 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -1235193.750000 Penalty: 4787.173340
	Iteration 65Q: 3 clusters Score -1235194 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -1235195.750000 Penalty: 4787.173340
	Iteration 66Q: 3 clusters Score -1235196 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -1235199.000000 Penalty: 4787.173340
	Iteration 67Q: 3 clusters Score -1235199 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -1235201.875000 Penalty: 4787.173340
	Iteration 68Q: 3 clusters Score -1235202 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -1235204.875000 Penalty: 4787.173340
	Iteration 69Q: 3 clusters Score -1235205 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -1235207.875000 Penalty: 4787.173340
	Iteration 70Q: 3 clusters Score -1235208 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -1235210.125000 Penalty: 4787.173340
	Iteration 71Q: 3 clusters Score -1235210 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -1235210.500000 Penalty: 4787.173340
	Iteration 72Q: 3 clusters Score -1235210 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -1235214.125000 Penalty: 4787.173340
	Iteration 73Q: 3 clusters Score -1235214 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -1235212.500000 Penalty: 4787.173340
	Iteration 74Q: 3 clusters Score -1235212 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -1235216.250000 Penalty: 4787.173340
	Iteration 75Q: 3 clusters Score -1235216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -1235217.750000 Penalty: 4787.173340
	Iteration 76Q: 3 clusters Score -1235218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -1235216.500000 Penalty: 4787.173340
	Iteration 77Q: 3 clusters Score -1235216 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -1235218.750000 Penalty: 4787.173340
	Iteration 78Q: 3 clusters Score -1235219 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -1235219.625000 Penalty: 4787.173340
	Iteration 79Q: 3 clusters Score -1235220 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -1235220.250000 Penalty: 4787.173340
	Iteration 80F: 3 clusters Score -1235220 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -1235223.625000 Penalty: 4787.173340
	Iteration 81Q: 3 clusters Score -1235224 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -1235228.500000 Penalty: 4787.173340
	Iteration 82Q: 3 clusters Score -1235228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -1235226.000000 Penalty: 4787.173340
	Iteration 83Q: 3 clusters Score -1235226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -1235227.000000 Penalty: 4787.173340
	Iteration 84Q: 3 clusters Score -1235227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -1235229.125000 Penalty: 4787.173340
	Iteration 85Q: 3 clusters Score -1235229 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -1235231.250000 Penalty: 4787.173340
	Iteration 86Q: 3 clusters Score -1235231 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -1235229.125000 Penalty: 4787.173340
	Iteration 87Q: 3 clusters Score -1235229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -1235226.750000 Penalty: 4787.173340
	Iteration 88Q: 3 clusters Score -1235227 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -1235228.125000 Penalty: 4787.173340
	Iteration 89Q: 3 clusters Score -1235228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -1235228.250000 Penalty: 4787.173340
	Iteration 90Q: 3 clusters Score -1235228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -1235228.500000 Penalty: 4787.173340
	Iteration 91Q: 3 clusters Score -1235228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -1235230.125000 Penalty: 4787.173340
	Iteration 92Q: 3 clusters Score -1235230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -1235233.375000 Penalty: 4787.173340
	Iteration 93Q: 3 clusters Score -1235233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -1235232.125000 Penalty: 4787.173340
	Iteration 94Q: 3 clusters Score -1235232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -1235232.125000 Penalty: 4787.173340
	Iteration 95F: 3 clusters Score -1235232 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Entering Unmasked Estep 
Score: -484726.468750 Penalty: 2161.009033
	Iteration 0F: 2 clusters Score -484726.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -479553.000000 Penalty: 4322.018066
	Iteration 0F: 3 clusters Score -479553 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -480881.468750 Penalty: 4322.018066
	Iteration 1F: 3 clusters Score -480881.5 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -481113.250000 Penalty: 4322.018066
	Iteration 2F: 3 clusters Score -481113.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -481268.562500 Penalty: 4322.018066
	Iteration 3Q: 3 clusters Score -481268.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -481378.125000 Penalty: 4322.018066
	Iteration 4Q: 3 clusters Score -481378.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -481451.812500 Penalty: 4322.018066
	Iteration 5Q: 3 clusters Score -481451.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -481515.468750 Penalty: 4322.018066
	Iteration 6Q: 3 clusters Score -481515.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -481581.781250 Penalty: 4322.018066
	Iteration 7Q: 3 clusters Score -481581.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -481642.968750 Penalty: 4322.018066
	Iteration 8Q: 3 clusters Score -481643 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -481705.406250 Penalty: 4322.018066
	Iteration 9Q: 3 clusters Score -481705.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -481770.625000 Penalty: 4322.018066
	Iteration 10Q: 3 clusters Score -481770.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -481830.500000 Penalty: 4322.018066
	Iteration 11Q: 3 clusters Score -481830.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -481888.250000 Penalty: 4322.018066
	Iteration 12Q: 3 clusters Score -481888.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -481957.812500 Penalty: 4322.018066
	Iteration 13Q: 3 clusters Score -481957.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -482031.656250 Penalty: 4322.018066
	Iteration 14Q: 3 clusters Score -482031.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -482102.781250 Penalty: 4322.018066
	Iteration 15Q: 3 clusters Score -482102.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -482185.812500 Penalty: 4322.018066
	Iteration 16Q: 3 clusters Score -482185.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -482270.218750 Penalty: 4322.018066
	Iteration 17Q: 3 clusters Score -482270.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -482350.187500 Penalty: 4322.018066
	Iteration 18Q: 3 clusters Score -482350.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -482437.468750 Penalty: 4322.018066
	Iteration 19Q: 3 clusters Score -482437.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -482510.625000 Penalty: 4322.018066
	Iteration 20F: 3 clusters Score -482510.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -482582.562500 Penalty: 4322.018066
	Iteration 21Q: 3 clusters Score -482582.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -482645.218750 Penalty: 4322.018066
	Iteration 22Q: 3 clusters Score -482645.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -482692.500000 Penalty: 4322.018066
	Iteration 23Q: 3 clusters Score -482692.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -482728.593750 Penalty: 4322.018066
	Iteration 24Q: 3 clusters Score -482728.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -482759.593750 Penalty: 4322.018066
	Iteration 25Q: 3 clusters Score -482759.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -482783.281250 Penalty: 4322.018066
	Iteration 26Q: 3 clusters Score -482783.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -482800.375000 Penalty: 4322.018066
	Iteration 27Q: 3 clusters Score -482800.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -482809.718750 Penalty: 4322.018066
	Iteration 28Q: 3 clusters Score -482809.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -482818.656250 Penalty: 4322.018066
	Iteration 29Q: 3 clusters Score -482818.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -482826.281250 Penalty: 4322.018066
	Iteration 30Q: 3 clusters Score -482826.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -482832.062500 Penalty: 4322.018066
	Iteration 31Q: 3 clusters Score -482832.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -482836.625000 Penalty: 4322.018066
	Iteration 32Q: 3 clusters Score -482836.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -482837.656250 Penalty: 4322.018066
	Iteration 33Q: 3 clusters Score -482837.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -482842.937500 Penalty: 4322.018066
	Iteration 34Q: 3 clusters Score -482842.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -482845.687500 Penalty: 4322.018066
	Iteration 35Q: 3 clusters Score -482845.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -482848.656250 Penalty: 4322.018066
	Iteration 36Q: 3 clusters Score -482848.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -482852.156250 Penalty: 4322.018066
	Iteration 37Q: 3 clusters Score -482852.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -482854.375000 Penalty: 4322.018066
	Iteration 38Q: 3 clusters Score -482854.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -482854.468750 Penalty: 4322.018066
	Iteration 39Q: 3 clusters Score -482854.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -482854.468750 Penalty: 4322.018066
	Iteration 40F: 3 clusters Score -482854.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (7820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Entering Unmasked Estep 
Score: -603159.250000 Penalty: 2223.180908
	Iteration 0F: 2 clusters Score -603159.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -596879.562500 Penalty: 4446.361816
	Iteration 0F: 3 clusters Score -596879.6 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -598613.812500 Penalty: 4446.361816
	Iteration 1F: 3 clusters Score -598613.8 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -599060.437500 Penalty: 4446.361816
	Iteration 2F: 3 clusters Score -599060.4 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -599450.250000 Penalty: 4446.361816
	Iteration 3F: 3 clusters Score -599450.2 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -599699.562500 Penalty: 4446.361816
	Iteration 4F: 3 clusters Score -599699.6 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -599873.500000 Penalty: 4446.361816
	Iteration 5Q: 3 clusters Score -599873.5 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -600043.375000 Penalty: 4446.361816
	Iteration 6Q: 3 clusters Score -600043.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -600194.625000 Penalty: 4446.361816
	Iteration 7Q: 3 clusters Score -600194.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -600343.187500 Penalty: 4446.361816
	Iteration 8Q: 3 clusters Score -600343.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -600472.500000 Penalty: 4446.361816
	Iteration 9Q: 3 clusters Score -600472.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -600595.250000 Penalty: 4446.361816
	Iteration 10Q: 3 clusters Score -600595.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -600711.000000 Penalty: 4446.361816
	Iteration 11Q: 3 clusters Score -600711 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -600812.500000 Penalty: 4446.361816
	Iteration 12Q: 3 clusters Score -600812.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -600895.312500 Penalty: 4446.361816
	Iteration 13Q: 3 clusters Score -600895.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -600950.937500 Penalty: 4446.361816
	Iteration 14Q: 3 clusters Score -600950.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -600998.062500 Penalty: 4446.361816
	Iteration 15Q: 3 clusters Score -600998.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -601038.937500 Penalty: 4446.361816
	Iteration 16Q: 3 clusters Score -601038.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -601067.500000 Penalty: 4446.361816
	Iteration 17Q: 3 clusters Score -601067.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -601088.062500 Penalty: 4446.361816
	Iteration 18Q: 3 clusters Score -601088.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -601104.875000 Penalty: 4446.361816
	Iteration 19Q: 3 clusters Score -601104.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -601121.875000 Penalty: 4446.361816
	Iteration 20F: 3 clusters Score -601121.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -601135.875000 Penalty: 4446.361816
	Iteration 21Q: 3 clusters Score -601135.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -601148.812500 Penalty: 4446.361816
	Iteration 22Q: 3 clusters Score -601148.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -601157.062500 Penalty: 4446.361816
	Iteration 23Q: 3 clusters Score -601157.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -601167.437500 Penalty: 4446.361816
	Iteration 24Q: 3 clusters Score -601167.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -601177.812500 Penalty: 4446.361816
	Iteration 25Q: 3 clusters Score -601177.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -601187.250000 Penalty: 4446.361816
	Iteration 26Q: 3 clusters Score -601187.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -601195.000000 Penalty: 4446.361816
	Iteration 27Q: 3 clusters Score -601195 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -601201.125000 Penalty: 4446.361816
	Iteration 28Q: 3 clusters Score -601201.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -601207.375000 Penalty: 4446.361816
	Iteration 29Q: 3 clusters Score -601207.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -601211.500000 Penalty: 4446.361816
	Iteration 30Q: 3 clusters Score -601211.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -601214.937500 Penalty: 4446.361816
	Iteration 31Q: 3 clusters Score -601214.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -601217.625000 Penalty: 4446.361816
	Iteration 32Q: 3 clusters Score -601217.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -601222.000000 Penalty: 4446.361816
	Iteration 33Q: 3 clusters Score -601222 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -601226.937500 Penalty: 4446.361816
	Iteration 34Q: 3 clusters Score -601226.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -601232.875000 Penalty: 4446.361816
	Iteration 35Q: 3 clusters Score -601232.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -601238.187500 Penalty: 4446.361816
	Iteration 36Q: 3 clusters Score -601238.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -601243.187500 Penalty: 4446.361816
	Iteration 37Q: 3 clusters Score -601243.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -601248.000000 Penalty: 4446.361816
	Iteration 38Q: 3 clusters Score -601248 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -601251.437500 Penalty: 4446.361816
	Iteration 39Q: 3 clusters Score -601251.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -601256.500000 Penalty: 4446.361816
	Iteration 40F: 3 clusters Score -601256.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -601262.437500 Penalty: 4446.361816
	Iteration 41Q: 3 clusters Score -601262.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -601267.500000 Penalty: 4446.361816
	Iteration 42Q: 3 clusters Score -601267.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -601275.062500 Penalty: 4446.361816
	Iteration 43Q: 3 clusters Score -601275.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -601279.437500 Penalty: 4446.361816
	Iteration 44Q: 3 clusters Score -601279.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -601286.562500 Penalty: 4446.361816
	Iteration 45Q: 3 clusters Score -601286.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -601292.562500 Penalty: 4446.361816
	Iteration 46Q: 3 clusters Score -601292.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -601296.250000 Penalty: 4446.361816
	Iteration 47Q: 3 clusters Score -601296.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -601298.500000 Penalty: 4446.361816
	Iteration 48Q: 3 clusters Score -601298.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -601299.812500 Penalty: 4446.361816
	Iteration 49Q: 3 clusters Score -601299.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -601303.187500 Penalty: 4446.361816
	Iteration 50Q: 3 clusters Score -601303.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -601304.250000 Penalty: 4446.361816
	Iteration 51Q: 3 clusters Score -601304.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -601306.000000 Penalty: 4446.361816
	Iteration 52Q: 3 clusters Score -601306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -601307.125000 Penalty: 4446.361816
	Iteration 53Q: 3 clusters Score -601307.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -601307.875000 Penalty: 4446.361816
	Iteration 54Q: 3 clusters Score -601307.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -601308.687500 Penalty: 4446.361816
	Iteration 55Q: 3 clusters Score -601308.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -601308.687500 Penalty: 4446.361816
	Iteration 56Q: 3 clusters Score -601308.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -601309.500000 Penalty: 4446.361816
	Iteration 57Q: 3 clusters Score -601309.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -601310.812500 Penalty: 4446.361816
	Iteration 58Q: 3 clusters Score -601310.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -601310.625000 Penalty: 4446.361816
	Iteration 59Q: 3 clusters Score -601310.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -601312.500000 Penalty: 4446.361816
	Iteration 60F: 3 clusters Score -601312.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -601313.562500 Penalty: 4446.361816
	Iteration 61Q: 3 clusters Score -601313.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -601313.625000 Penalty: 4446.361816
	Iteration 62Q: 3 clusters Score -601313.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -601313.562500 Penalty: 4446.361816
	Iteration 63Q: 3 clusters Score -601313.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -601317.437500 Penalty: 4446.361816
	Iteration 64Q: 3 clusters Score -601317.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -601318.187500 Penalty: 4446.361816
	Iteration 65Q: 3 clusters Score -601318.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -601319.625000 Penalty: 4446.361816
	Iteration 66Q: 3 clusters Score -601319.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -601321.562500 Penalty: 4446.361816
	Iteration 67Q: 3 clusters Score -601321.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -601321.562500 Penalty: 4446.361816
	Iteration 68Q: 3 clusters Score -601321.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -601321.312500 Penalty: 4446.361816
	Iteration 69Q: 3 clusters Score -601321.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -601323.000000 Penalty: 4446.361816
	Iteration 70Q: 3 clusters Score -601323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -601323.312500 Penalty: 4446.361816
	Iteration 71Q: 3 clusters Score -601323.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -601323.312500 Penalty: 4446.361816
	Iteration 72F: 3 clusters Score -601323.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Entering Unmasked Estep 
Score: -287507.281250 Penalty: 2034.079834
	Iteration 0F: 2 clusters Score -287507.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -283800.343750 Penalty: 4068.159668
	Iteration 0F: 3 clusters Score -283800.3 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -284604.062500 Penalty: 4068.159668
	Iteration 1F: 3 clusters Score -284604.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -284755.218750 Penalty: 4068.159668
	Iteration 2F: 3 clusters Score -284755.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -284838.875000 Penalty: 4068.159668
	Iteration 3Q: 3 clusters Score -284838.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -284891.593750 Penalty: 4068.159668
	Iteration 4Q: 3 clusters Score -284891.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -284926.500000 Penalty: 4068.159668
	Iteration 5Q: 3 clusters Score -284926.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -284952.281250 Penalty: 4068.159668
	Iteration 6Q: 3 clusters Score -284952.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -284969.031250 Penalty: 4068.159668
	Iteration 7Q: 3 clusters Score -284969 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -284982.093750 Penalty: 4068.159668
	Iteration 8Q: 3 clusters Score -284982.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -284995.218750 Penalty: 4068.159668
	Iteration 9Q: 3 clusters Score -284995.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -285013.750000 Penalty: 4068.159668
	Iteration 10Q: 3 clusters Score -285013.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -285031.250000 Penalty: 4068.159668
	Iteration 11Q: 3 clusters Score -285031.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -285048.750000 Penalty: 4068.159668
	Iteration 12Q: 3 clusters Score -285048.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -285066.718750 Penalty: 4068.159668
	Iteration 13Q: 3 clusters Score -285066.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -285082.656250 Penalty: 4068.159668
	Iteration 14Q: 3 clusters Score -285082.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -285094.875000 Penalty: 4068.159668
	Iteration 15Q: 3 clusters Score -285094.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -285105.312500 Penalty: 4068.159668
	Iteration 16Q: 3 clusters Score -285105.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -285115.562500 Penalty: 4068.159668
	Iteration 17Q: 3 clusters Score -285115.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -285127.312500 Penalty: 4068.159668
	Iteration 18Q: 3 clusters Score -285127.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -285138.875000 Penalty: 4068.159668
	Iteration 19Q: 3 clusters Score -285138.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -285150.593750 Penalty: 4068.159668
	Iteration 20F: 3 clusters Score -285150.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -285163.218750 Penalty: 4068.159668
	Iteration 21Q: 3 clusters Score -285163.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -285173.281250 Penalty: 4068.159668
	Iteration 22Q: 3 clusters Score -285173.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -285185.312500 Penalty: 4068.159668
	Iteration 23Q: 3 clusters Score -285185.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -285197.250000 Penalty: 4068.159668
	Iteration 24Q: 3 clusters Score -285197.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -285211.218750 Penalty: 4068.159668
	Iteration 25Q: 3 clusters Score -285211.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -285233.125000 Penalty: 4068.159668
	Iteration 26Q: 3 clusters Score -285233.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -285250.781250 Penalty: 4068.159668
	Iteration 27Q: 3 clusters Score -285250.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -285268.531250 Penalty: 4068.159668
	Iteration 28Q: 3 clusters Score -285268.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -285292.500000 Penalty: 4068.159668
	Iteration 29Q: 3 clusters Score -285292.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -285319.187500 Penalty: 4068.159668
	Iteration 30Q: 3 clusters Score -285319.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -285353.843750 Penalty: 4068.159668
	Iteration 31Q: 3 clusters Score -285353.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -285382.000000 Penalty: 4068.159668
	Iteration 32Q: 3 clusters Score -285382 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -285419.156250 Penalty: 4068.159668
	Iteration 33Q: 3 clusters Score -285419.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -285459.812500 Penalty: 4068.159668
	Iteration 34Q: 3 clusters Score -285459.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -285488.125000 Penalty: 4068.159668
	Iteration 35Q: 3 clusters Score -285488.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -285514.937500 Penalty: 4068.159668
	Iteration 36Q: 3 clusters Score -285514.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -285536.312500 Penalty: 4068.159668
	Iteration 37Q: 3 clusters Score -285536.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -285546.718750 Penalty: 4068.159668
	Iteration 38Q: 3 clusters Score -285546.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -285565.406250 Penalty: 4068.159668
	Iteration 39Q: 3 clusters Score -285565.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -285581.406250 Penalty: 4068.159668
	Iteration 40F: 3 clusters Score -285581.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -285588.281250 Penalty: 4068.159668
	Iteration 41Q: 3 clusters Score -285588.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -285597.656250 Penalty: 4068.159668
	Iteration 42Q: 3 clusters Score -285597.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -285600.437500 Penalty: 4068.159668
	Iteration 43Q: 3 clusters Score -285600.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -285605.437500 Penalty: 4068.159668
	Iteration 44Q: 3 clusters Score -285605.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -285613.656250 Penalty: 4068.159668
	Iteration 45Q: 3 clusters Score -285613.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -285623.468750 Penalty: 4068.159668
	Iteration 46Q: 3 clusters Score -285623.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -285635.687500 Penalty: 4068.159668
	Iteration 47Q: 3 clusters Score -285635.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -285641.937500 Penalty: 4068.159668
	Iteration 48Q: 3 clusters Score -285641.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -285646.593750 Penalty: 4068.159668
	Iteration 49Q: 3 clusters Score -285646.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -285653.406250 Penalty: 4068.159668
	Iteration 50Q: 3 clusters Score -285653.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -285661.312500 Penalty: 4068.159668
	Iteration 51Q: 3 clusters Score -285661.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -285671.531250 Penalty: 4068.159668
	Iteration 52Q: 3 clusters Score -285671.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -285679.281250 Penalty: 4068.159668
	Iteration 53Q: 3 clusters Score -285679.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -285684.281250 Penalty: 4068.159668
	Iteration 54Q: 3 clusters Score -285684.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -285692.781250 Penalty: 4068.159668
	Iteration 55Q: 3 clusters Score -285692.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -285697.468750 Penalty: 4068.159668
	Iteration 56Q: 3 clusters Score -285697.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -285706.718750 Penalty: 4068.159668
	Iteration 57Q: 3 clusters Score -285706.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -285711.625000 Penalty: 4068.159668
	Iteration 58Q: 3 clusters Score -285711.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -285714.062500 Penalty: 4068.159668
	Iteration 59Q: 3 clusters Score -285714.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -285717.968750 Penalty: 4068.159668
	Iteration 60F: 3 clusters Score -285718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -285722.343750 Penalty: 4068.159668
	Iteration 61Q: 3 clusters Score -285722.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -285728.843750 Penalty: 4068.159668
	Iteration 62Q: 3 clusters Score -285728.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -285732.562500 Penalty: 4068.159668
	Iteration 63Q: 3 clusters Score -285732.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -285734.625000 Penalty: 4068.159668
	Iteration 64Q: 3 clusters Score -285734.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -285739.968750 Penalty: 4068.159668
	Iteration 65Q: 3 clusters Score -285740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -285742.875000 Penalty: 4068.159668
	Iteration 66Q: 3 clusters Score -285742.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -285747.218750 Penalty: 4068.159668
	Iteration 67Q: 3 clusters Score -285747.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -285747.468750 Penalty: 4068.159668
	Iteration 68Q: 3 clusters Score -285747.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -285749.156250 Penalty: 4068.159668
	Iteration 69Q: 3 clusters Score -285749.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -285750.125000 Penalty: 4068.159668
	Iteration 70Q: 3 clusters Score -285750.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -285750.125000 Penalty: 4068.159668
	Iteration 71F: 3 clusters Score -285750.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (10030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Entering Unmasked Estep 
Score: -790281.375000 Penalty: 2284.907227
	Iteration 0F: 2 clusters Score -790281.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -782658.687500 Penalty: 4569.814453
	Iteration 0F: 3 clusters Score -782658.7 nChanged 4104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -784857.062500 Penalty: 4569.814453
	Iteration 1F: 3 clusters Score -784857.1 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -785146.625000 Penalty: 4569.814453
	Iteration 2F: 3 clusters Score -785146.6 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -785355.625000 Penalty: 4569.814453
	Iteration 3Q: 3 clusters Score -785355.6 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -785525.687500 Penalty: 4569.814453
	Iteration 4Q: 3 clusters Score -785525.7 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -785689.562500 Penalty: 4569.814453
	Iteration 5Q: 3 clusters Score -785689.6 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -785861.250000 Penalty: 4569.814453
	Iteration 6Q: 3 clusters Score -785861.2 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -786065.187500 Penalty: 4569.814453
	Iteration 7Q: 3 clusters Score -786065.2 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -786301.500000 Penalty: 4569.814453
	Iteration 8Q: 3 clusters Score -786301.5 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -786585.937500 Penalty: 4569.814453
	Iteration 9Q: 3 clusters Score -786585.9 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -786914.437500 Penalty: 4569.814453
	Iteration 10Q: 3 clusters Score -786914.4 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -787253.437500 Penalty: 4569.814453
	Iteration 11Q: 3 clusters Score -787253.4 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -787537.000000 Penalty: 4569.814453
	Iteration 12Q: 3 clusters Score -787537 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -787759.937500 Penalty: 4569.814453
	Iteration 13Q: 3 clusters Score -787759.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -787911.125000 Penalty: 4569.814453
	Iteration 14Q: 3 clusters Score -787911.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -787994.125000 Penalty: 4569.814453
	Iteration 15Q: 3 clusters Score -787994.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -788044.625000 Penalty: 4569.814453
	Iteration 16Q: 3 clusters Score -788044.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -788082.312500 Penalty: 4569.814453
	Iteration 17Q: 3 clusters Score -788082.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -788110.375000 Penalty: 4569.814453
	Iteration 18Q: 3 clusters Score -788110.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -788134.062500 Penalty: 4569.814453
	Iteration 19Q: 3 clusters Score -788134.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -788151.937500 Penalty: 4569.814453
	Iteration 20F: 3 clusters Score -788151.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -788161.312500 Penalty: 4569.814453
	Iteration 21Q: 3 clusters Score -788161.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -788170.625000 Penalty: 4569.814453
	Iteration 22Q: 3 clusters Score -788170.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -788177.375000 Penalty: 4569.814453
	Iteration 23Q: 3 clusters Score -788177.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -788183.875000 Penalty: 4569.814453
	Iteration 24Q: 3 clusters Score -788183.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -788193.812500 Penalty: 4569.814453
	Iteration 25Q: 3 clusters Score -788193.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -788199.750000 Penalty: 4569.814453
	Iteration 26Q: 3 clusters Score -788199.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -788207.500000 Penalty: 4569.814453
	Iteration 27Q: 3 clusters Score -788207.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -788211.937500 Penalty: 4569.814453
	Iteration 28Q: 3 clusters Score -788211.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -788212.437500 Penalty: 4569.814453
	Iteration 29Q: 3 clusters Score -788212.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -788216.000000 Penalty: 4569.814453
	Iteration 30Q: 3 clusters Score -788216 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -788216.687500 Penalty: 4569.814453
	Iteration 31Q: 3 clusters Score -788216.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -788218.437500 Penalty: 4569.814453
	Iteration 32Q: 3 clusters Score -788218.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -788220.937500 Penalty: 4569.814453
	Iteration 33Q: 3 clusters Score -788220.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -788220.250000 Penalty: 4569.814453
	Iteration 34Q: 3 clusters Score -788220.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -788221.562500 Penalty: 4569.814453
	Iteration 35Q: 3 clusters Score -788221.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -788223.312500 Penalty: 4569.814453
	Iteration 36Q: 3 clusters Score -788223.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -788227.437500 Penalty: 4569.814453
	Iteration 37Q: 3 clusters Score -788227.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -788227.625000 Penalty: 4569.814453
	Iteration 38Q: 3 clusters Score -788227.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -788231.187500 Penalty: 4569.814453
	Iteration 39Q: 3 clusters Score -788231.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -788230.875000 Penalty: 4569.814453
	Iteration 40F: 3 clusters Score -788230.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -788234.000000 Penalty: 4569.814453
	Iteration 41Q: 3 clusters Score -788234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -788235.625000 Penalty: 4569.814453
	Iteration 42Q: 3 clusters Score -788235.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -788237.000000 Penalty: 4569.814453
	Iteration 43Q: 3 clusters Score -788237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -788238.187500 Penalty: 4569.814453
	Iteration 44Q: 3 clusters Score -788238.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -788240.812500 Penalty: 4569.814453
	Iteration 45Q: 3 clusters Score -788240.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -788239.062500 Penalty: 4569.814453
	Iteration 46Q: 3 clusters Score -788239.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -788242.562500 Penalty: 4569.814453
	Iteration 47Q: 3 clusters Score -788242.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -788242.125000 Penalty: 4569.814453
	Iteration 48Q: 3 clusters Score -788242.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -788244.062500 Penalty: 4569.814453
	Iteration 49Q: 3 clusters Score -788244.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -788245.625000 Penalty: 4569.814453
	Iteration 50Q: 3 clusters Score -788245.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -788244.500000 Penalty: 4569.814453
	Iteration 51Q: 3 clusters Score -788244.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -788246.062500 Penalty: 4569.814453
	Iteration 52Q: 3 clusters Score -788246.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -788246.812500 Penalty: 4569.814453
	Iteration 53Q: 3 clusters Score -788246.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -788245.625000 Penalty: 4569.814453
	Iteration 54Q: 3 clusters Score -788245.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -788246.812500 Penalty: 4569.814453
	Iteration 55Q: 3 clusters Score -788246.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -788246.812500 Penalty: 4569.814453
	Iteration 56F: 3 clusters Score -788246.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (25098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25098 members 
Entering Unmasked Estep 
Score: -1973857.625000 Penalty: 2512.374756
	Iteration 0F: 2 clusters Score -1973858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -1956518.250000 Penalty: 5024.749512
	Iteration 0F: 3 clusters Score -1956518 nChanged 11068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -1962441.250000 Penalty: 5024.749512
	Iteration 1F: 3 clusters Score -1962441 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -1963118.625000 Penalty: 5024.749512
	Iteration 2F: 3 clusters Score -1963119 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -1963933.750000 Penalty: 5024.749512
	Iteration 3F: 3 clusters Score -1963934 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -1964972.000000 Penalty: 5024.749512
	Iteration 4F: 3 clusters Score -1964972 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -1966216.875000 Penalty: 5024.749512
	Iteration 5F: 3 clusters Score -1966217 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -1967435.875000 Penalty: 5024.749512
	Iteration 6F: 3 clusters Score -1967436 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15490 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -1968434.375000 Penalty: 5024.749512
	Iteration 7F: 3 clusters Score -1968434 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15913 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -1969114.500000 Penalty: 5024.749512
	Iteration 8Q: 3 clusters Score -1969114 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16233 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -1969499.375000 Penalty: 5024.749512
	Iteration 9Q: 3 clusters Score -1969499 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16516 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -1969732.875000 Penalty: 5024.749512
	Iteration 10Q: 3 clusters Score -1969733 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16725 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -1969876.875000 Penalty: 5024.749512
	Iteration 11Q: 3 clusters Score -1969877 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16953 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -1969983.875000 Penalty: 5024.749512
	Iteration 12Q: 3 clusters Score -1969984 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17166 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1970096.125000 Penalty: 5024.749512
	Iteration 13Q: 3 clusters Score -1970096 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -1970166.000000 Penalty: 5024.749512
	Iteration 14Q: 3 clusters Score -1970166 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17559 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -1970239.750000 Penalty: 5024.749512
	Iteration 15Q: 3 clusters Score -1970240 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17737 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1970294.250000 Penalty: 5024.749512
	Iteration 16Q: 3 clusters Score -1970294 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17902 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1970332.875000 Penalty: 5024.749512
	Iteration 17Q: 3 clusters Score -1970333 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18071 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1970393.625000 Penalty: 5024.749512
	Iteration 18Q: 3 clusters Score -1970394 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18243 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1970440.125000 Penalty: 5024.749512
	Iteration 19Q: 3 clusters Score -1970440 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18403 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -1970468.750000 Penalty: 5024.749512
	Iteration 20F: 3 clusters Score -1970469 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18560 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1970505.000000 Penalty: 5024.749512
	Iteration 21Q: 3 clusters Score -1970505 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18704 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1970532.750000 Penalty: 5024.749512
	Iteration 22Q: 3 clusters Score -1970533 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18833 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1970553.125000 Penalty: 5024.749512
	Iteration 23Q: 3 clusters Score -1970553 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18956 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1970588.500000 Penalty: 5024.749512
	Iteration 24Q: 3 clusters Score -1970588 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19077 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1970610.625000 Penalty: 5024.749512
	Iteration 25Q: 3 clusters Score -1970611 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19186 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1970629.875000 Penalty: 5024.749512
	Iteration 26Q: 3 clusters Score -1970630 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19278 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1970644.625000 Penalty: 5024.749512
	Iteration 27Q: 3 clusters Score -1970645 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19366 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1970658.625000 Penalty: 5024.749512
	Iteration 28Q: 3 clusters Score -1970659 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19461 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1970675.875000 Penalty: 5024.749512
	Iteration 29Q: 3 clusters Score -1970676 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1970681.750000 Penalty: 5024.749512
	Iteration 30Q: 3 clusters Score -1970682 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19659 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1970703.875000 Penalty: 5024.749512
	Iteration 31Q: 3 clusters Score -1970704 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19745 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1970724.375000 Penalty: 5024.749512
	Iteration 32Q: 3 clusters Score -1970724 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19824 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1970731.500000 Penalty: 5024.749512
	Iteration 33Q: 3 clusters Score -1970732 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19915 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1970758.250000 Penalty: 5024.749512
	Iteration 34Q: 3 clusters Score -1970758 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20006 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1970758.875000 Penalty: 5024.749512
	Iteration 35Q: 3 clusters Score -1970759 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20091 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1970776.625000 Penalty: 5024.749512
	Iteration 36Q: 3 clusters Score -1970777 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20197 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1970804.625000 Penalty: 5024.749512
	Iteration 37Q: 3 clusters Score -1970805 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20290 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1970818.625000 Penalty: 5024.749512
	Iteration 38Q: 3 clusters Score -1970819 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20381 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1970841.750000 Penalty: 5024.749512
	Iteration 39Q: 3 clusters Score -1970842 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20499 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1970864.375000 Penalty: 5024.749512
	Iteration 40F: 3 clusters Score -1970864 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20628 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1970902.375000 Penalty: 5024.749512
	Iteration 41Q: 3 clusters Score -1970902 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20753 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1970920.250000 Penalty: 5024.749512
	Iteration 42Q: 3 clusters Score -1970920 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20885 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1970954.000000 Penalty: 5024.749512
	Iteration 43Q: 3 clusters Score -1970954 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20998 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1970972 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21112 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1971004.625000 Penalty: 5024.749512
	Iteration 45Q: 3 clusters Score -1971005 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21225 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1971031.125000 Penalty: 5024.749512
	Iteration 46Q: 3 clusters Score -1971031 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21331 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1971054.000000 Penalty: 5024.749512
	Iteration 47Q: 3 clusters Score -1971054 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21447 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1971085.000000 Penalty: 5024.749512
	Iteration 48Q: 3 clusters Score -1971085 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21556 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1971114.875000 Penalty: 5024.749512
	Iteration 49Q: 3 clusters Score -1971115 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21678 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1971134.125000 Penalty: 5024.749512
	Iteration 50Q: 3 clusters Score -1971134 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21788 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1971165.250000 Penalty: 5024.749512
	Iteration 51Q: 3 clusters Score -1971165 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21888 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1971190.250000 Penalty: 5024.749512
	Iteration 52Q: 3 clusters Score -1971190 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21979 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -1971211.750000 Penalty: 5024.749512
	Iteration 53Q: 3 clusters Score -1971212 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22053 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1971230.625000 Penalty: 5024.749512
	Iteration 54Q: 3 clusters Score -1971231 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22107 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1971249.125000 Penalty: 5024.749512
	Iteration 55Q: 3 clusters Score -1971249 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22165 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1971257.625000 Penalty: 5024.749512
	Iteration 56Q: 3 clusters Score -1971258 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22215 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1971266.000000 Penalty: 5024.749512
	Iteration 57Q: 3 clusters Score -1971266 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22260 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1971276.125000 Penalty: 5024.749512
	Iteration 58Q: 3 clusters Score -1971276 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22306 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1971282.875000 Penalty: 5024.749512
	Iteration 59Q: 3 clusters Score -1971283 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22356 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1971293.250000 Penalty: 5024.749512
	Iteration 60F: 3 clusters Score -1971293 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22393 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1971305.625000 Penalty: 5024.749512
	Iteration 61Q: 3 clusters Score -1971306 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22442 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1971313.375000 Penalty: 5024.749512
	Iteration 62Q: 3 clusters Score -1971313 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22493 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1971325.250000 Penalty: 5024.749512
	Iteration 63Q: 3 clusters Score -1971325 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22551 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1971341.750000 Penalty: 5024.749512
	Iteration 64Q: 3 clusters Score -1971342 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22601 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -1971353.250000 Penalty: 5024.749512
	Iteration 65Q: 3 clusters Score -1971353 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22645 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1971368.000000 Penalty: 5024.749512
	Iteration 66Q: 3 clusters Score -1971368 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22694 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1971379.125000 Penalty: 5024.749512
	Iteration 67Q: 3 clusters Score -1971379 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22754 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1971400.500000 Penalty: 5024.749512
	Iteration 68Q: 3 clusters Score -1971400 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22823 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1971416.875000 Penalty: 5024.749512
	Iteration 69Q: 3 clusters Score -1971417 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22888 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1971431.375000 Penalty: 5024.749512
	Iteration 70Q: 3 clusters Score -1971431 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22944 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1971445.625000 Penalty: 5024.749512
	Iteration 71Q: 3 clusters Score -1971446 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23001 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1971466.375000 Penalty: 5024.749512
	Iteration 72Q: 3 clusters Score -1971466 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23056 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1971477.125000 Penalty: 5024.749512
	Iteration 73Q: 3 clusters Score -1971477 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23107 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1971496.375000 Penalty: 5024.749512
	Iteration 74Q: 3 clusters Score -1971496 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23170 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1971516.250000 Penalty: 5024.749512
	Iteration 75Q: 3 clusters Score -1971516 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23225 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1971535.375000 Penalty: 5024.749512
	Iteration 76Q: 3 clusters Score -1971535 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23288 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1971555.625000 Penalty: 5024.749512
	Iteration 77Q: 3 clusters Score -1971556 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23344 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1971575.750000 Penalty: 5024.749512
	Iteration 78Q: 3 clusters Score -1971576 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23400 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1971592.250000 Penalty: 5024.749512
	Iteration 79Q: 3 clusters Score -1971592 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23457 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1971613.750000 Penalty: 5024.749512
	Iteration 80F: 3 clusters Score -1971614 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23506 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1971627.125000 Penalty: 5024.749512
	Iteration 81Q: 3 clusters Score -1971627 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23545 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1971641.375000 Penalty: 5024.749512
	Iteration 82Q: 3 clusters Score -1971641 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23588 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1971658.250000 Penalty: 5024.749512
	Iteration 83Q: 3 clusters Score -1971658 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23614 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1971668.500000 Penalty: 5024.749512
	Iteration 84Q: 3 clusters Score -1971668 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23644 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1971680.250000 Penalty: 5024.749512
	Iteration 85Q: 3 clusters Score -1971680 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23660 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1971692.125000 Penalty: 5024.749512
	Iteration 86Q: 3 clusters Score -1971692 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23688 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1971700.250000 Penalty: 5024.749512
	Iteration 87Q: 3 clusters Score -1971700 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23716 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1971709.375000 Penalty: 5024.749512
	Iteration 88Q: 3 clusters Score -1971709 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23744 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1971717.250000 Penalty: 5024.749512
	Iteration 89Q: 3 clusters Score -1971717 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23769 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1971725.750000 Penalty: 5024.749512
	Iteration 90Q: 3 clusters Score -1971726 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23787 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1971735.625000 Penalty: 5024.749512
	Iteration 91Q: 3 clusters Score -1971736 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23805 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1971743.125000 Penalty: 5024.749512
	Iteration 92Q: 3 clusters Score -1971743 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23823 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1971747.000000 Penalty: 5024.749512
	Iteration 93Q: 3 clusters Score -1971747 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23846 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1971761.500000 Penalty: 5024.749512
	Iteration 94Q: 3 clusters Score -1971762 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23862 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1971761.375000 Penalty: 5024.749512
	Iteration 95Q: 3 clusters Score -1971761 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23878 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1971770.875000 Penalty: 5024.749512
	Iteration 96Q: 3 clusters Score -1971771 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23899 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1971779.875000 Penalty: 5024.749512
	Iteration 97Q: 3 clusters Score -1971780 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23918 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1971784.875000 Penalty: 5024.749512
	Iteration 98Q: 3 clusters Score -1971785 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23937 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1971796.125000 Penalty: 5024.749512
	Iteration 99Q: 3 clusters Score -1971796 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23950 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1971797.125000 Penalty: 5024.749512
	Iteration 100F: 3 clusters Score -1971797 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23957 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1971795.875000 Penalty: 5024.749512
	Iteration 101Q: 3 clusters Score -1971796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23965 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1971803.250000 Penalty: 5024.749512
	Iteration 102Q: 3 clusters Score -1971803 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23973 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1971802.625000 Penalty: 5024.749512
	Iteration 103Q: 3 clusters Score -1971803 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23977 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1971808.000000 Penalty: 5024.749512
	Iteration 104Q: 3 clusters Score -1971808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23984 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1971808.625000 Penalty: 5024.749512
	Iteration 105Q: 3 clusters Score -1971809 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23995 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1971814.000000 Penalty: 5024.749512
	Iteration 106Q: 3 clusters Score -1971814 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24004 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1971810.000000 Penalty: 5024.749512
	Iteration 107Q: 3 clusters Score -1971810 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24015 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1971817.625000 Penalty: 5024.749512
	Iteration 108Q: 3 clusters Score -1971818 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24033 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1971826.000000 Penalty: 5024.749512
	Iteration 109Q: 3 clusters Score -1971826 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24048 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1971833.250000 Penalty: 5024.749512
	Iteration 110Q: 3 clusters Score -1971833 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24057 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1971835.875000 Penalty: 5024.749512
	Iteration 111Q: 3 clusters Score -1971836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24065 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1971841.500000 Penalty: 5024.749512
	Iteration 112Q: 3 clusters Score -1971842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24068 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1971842.875000 Penalty: 5024.749512
	Iteration 113Q: 3 clusters Score -1971843 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24073 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1971844.750000 Penalty: 5024.749512
	Iteration 114Q: 3 clusters Score -1971845 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24078 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1971845.500000 Penalty: 5024.749512
	Iteration 115Q: 3 clusters Score -1971846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24080 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1971847.000000 Penalty: 5024.749512
	Iteration 116Q: 3 clusters Score -1971847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24082 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1971846.250000 Penalty: 5024.749512
	Iteration 117Q: 3 clusters Score -1971846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24086 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1971847.500000 Penalty: 5024.749512
	Iteration 118Q: 3 clusters Score -1971848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24090 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1971854.125000 Penalty: 5024.749512
	Iteration 119Q: 3 clusters Score -1971854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24093 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1971851.625000 Penalty: 5024.749512
	Iteration 120F: 3 clusters Score -1971852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24095 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1971853.875000 Penalty: 5024.749512
	Iteration 121Q: 3 clusters Score -1971854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24098 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1971851.375000 Penalty: 5024.749512
	Iteration 122Q: 3 clusters Score -1971851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24101 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1971855.500000 Penalty: 5024.749512
	Iteration 123Q: 3 clusters Score -1971856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24107 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1971857.750000 Penalty: 5024.749512
	Iteration 124Q: 3 clusters Score -1971858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24107 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1971854.500000 Penalty: 5024.749512
	Iteration 125Q: 3 clusters Score -1971854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24108 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1971853.500000 Penalty: 5024.749512
	Iteration 126Q: 3 clusters Score -1971854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24110 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1971852.875000 Penalty: 5024.749512
	Iteration 127Q: 3 clusters Score -1971853 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24110 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1971852.875000 Penalty: 5024.749512
	Iteration 128F: 3 clusters Score -1971853 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Entering Unmasked Estep 
Score: -260598.250000 Penalty: 2012.945435
	Iteration 0F: 2 clusters Score -260598.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -257109.125000 Penalty: 4025.890869
	Iteration 0F: 3 clusters Score -257109.1 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -257862.281250 Penalty: 4025.890869
	Iteration 1F: 3 clusters Score -257862.3 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -258044.765625 Penalty: 4025.890869
	Iteration 2F: 3 clusters Score -258044.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -258149.937500 Penalty: 4025.890869
	Iteration 3Q: 3 clusters Score -258149.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -258219.046875 Penalty: 4025.890869
	Iteration 4Q: 3 clusters Score -258219 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -258265.531250 Penalty: 4025.890869
	Iteration 5Q: 3 clusters Score -258265.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -258300.062500 Penalty: 4025.890869
	Iteration 6Q: 3 clusters Score -258300.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -258325.250000 Penalty: 4025.890869
	Iteration 7Q: 3 clusters Score -258325.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -258349.500000 Penalty: 4025.890869
	Iteration 8Q: 3 clusters Score -258349.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -258370.000000 Penalty: 4025.890869
	Iteration 9Q: 3 clusters Score -258370 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -258393.312500 Penalty: 4025.890869
	Iteration 10Q: 3 clusters Score -258393.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -258416.843750 Penalty: 4025.890869
	Iteration 11Q: 3 clusters Score -258416.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -258434.796875 Penalty: 4025.890869
	Iteration 12Q: 3 clusters Score -258434.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -258454.562500 Penalty: 4025.890869
	Iteration 13Q: 3 clusters Score -258454.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -258468.265625 Penalty: 4025.890869
	Iteration 14Q: 3 clusters Score -258468.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -258478.500000 Penalty: 4025.890869
	Iteration 15Q: 3 clusters Score -258478.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -258488.546875 Penalty: 4025.890869
	Iteration 16Q: 3 clusters Score -258488.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -258498.734375 Penalty: 4025.890869
	Iteration 17Q: 3 clusters Score -258498.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -258508.109375 Penalty: 4025.890869
	Iteration 18Q: 3 clusters Score -258508.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -258519.031250 Penalty: 4025.890869
	Iteration 19Q: 3 clusters Score -258519 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -258525.906250 Penalty: 4025.890869
	Iteration 20F: 3 clusters Score -258525.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -258536.078125 Penalty: 4025.890869
	Iteration 21Q: 3 clusters Score -258536.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -258545.062500 Penalty: 4025.890869
	Iteration 22Q: 3 clusters Score -258545.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -258553.062500 Penalty: 4025.890869
	Iteration 23Q: 3 clusters Score -258553.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -258559.046875 Penalty: 4025.890869
	Iteration 24Q: 3 clusters Score -258559 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -258563.156250 Penalty: 4025.890869
	Iteration 25Q: 3 clusters Score -258563.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -258565.703125 Penalty: 4025.890869
	Iteration 26Q: 3 clusters Score -258565.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -258566.640625 Penalty: 4025.890869
	Iteration 27Q: 3 clusters Score -258566.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -258567.484375 Penalty: 4025.890869
	Iteration 28Q: 3 clusters Score -258567.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -258569.375000 Penalty: 4025.890869
	Iteration 29Q: 3 clusters Score -258569.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -258570.375000 Penalty: 4025.890869
	Iteration 30Q: 3 clusters Score -258570.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -258571.906250 Penalty: 4025.890869
	Iteration 31Q: 3 clusters Score -258571.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -258574.640625 Penalty: 4025.890869
	Iteration 32Q: 3 clusters Score -258574.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -258579.203125 Penalty: 4025.890869
	Iteration 33Q: 3 clusters Score -258579.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -258582.500000 Penalty: 4025.890869
	Iteration 34Q: 3 clusters Score -258582.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -258584.515625 Penalty: 4025.890869
	Iteration 35Q: 3 clusters Score -258584.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -258585.468750 Penalty: 4025.890869
	Iteration 36Q: 3 clusters Score -258585.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -258586.078125 Penalty: 4025.890869
	Iteration 37Q: 3 clusters Score -258586.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -258586.937500 Penalty: 4025.890869
	Iteration 38Q: 3 clusters Score -258586.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -258586.937500 Penalty: 4025.890869
	Iteration 39F: 3 clusters Score -258586.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (9944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Entering Unmasked Estep 
Score: -806278.875000 Penalty: 2282.771729
	Iteration 0F: 2 clusters Score -806278.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -798618.875000 Penalty: 4565.543457
	Iteration 0F: 3 clusters Score -798618.9 nChanged 4118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -800784.500000 Penalty: 4565.543457
	Iteration 1F: 3 clusters Score -800784.5 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -801094.437500 Penalty: 4565.543457
	Iteration 2F: 3 clusters Score -801094.4 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -801351.562500 Penalty: 4565.543457
	Iteration 3F: 3 clusters Score -801351.6 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -801594.562500 Penalty: 4565.543457
	Iteration 4Q: 3 clusters Score -801594.6 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -801863.062500 Penalty: 4565.543457
	Iteration 5Q: 3 clusters Score -801863.1 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -802152.750000 Penalty: 4565.543457
	Iteration 6Q: 3 clusters Score -802152.8 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -802475.500000 Penalty: 4565.543457
	Iteration 7Q: 3 clusters Score -802475.5 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -802821.625000 Penalty: 4565.543457
	Iteration 8F: 3 clusters Score -802821.6 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -803180.937500 Penalty: 4565.543457
	Iteration 9Q: 3 clusters Score -803180.9 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -803531.562500 Penalty: 4565.543457
	Iteration 10Q: 3 clusters Score -803531.6 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -803766.250000 Penalty: 4565.543457
	Iteration 11Q: 3 clusters Score -803766.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -803936.812500 Penalty: 4565.543457
	Iteration 12Q: 3 clusters Score -803936.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -804059.062500 Penalty: 4565.543457
	Iteration 13Q: 3 clusters Score -804059.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -804128.750000 Penalty: 4565.543457
	Iteration 14Q: 3 clusters Score -804128.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -804170.687500 Penalty: 4565.543457
	Iteration 15Q: 3 clusters Score -804170.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -804205.500000 Penalty: 4565.543457
	Iteration 16Q: 3 clusters Score -804205.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -804231.750000 Penalty: 4565.543457
	Iteration 17Q: 3 clusters Score -804231.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -804259.312500 Penalty: 4565.543457
	Iteration 18Q: 3 clusters Score -804259.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -804287.937500 Penalty: 4565.543457
	Iteration 19Q: 3 clusters Score -804287.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -804313.437500 Penalty: 4565.543457
	Iteration 20F: 3 clusters Score -804313.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -804330.125000 Penalty: 4565.543457
	Iteration 21Q: 3 clusters Score -804330.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -804347.125000 Penalty: 4565.543457
	Iteration 22Q: 3 clusters Score -804347.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -804360.375000 Penalty: 4565.543457
	Iteration 23Q: 3 clusters Score -804360.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -804368.000000 Penalty: 4565.543457
	Iteration 24Q: 3 clusters Score -804368 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -804378.000000 Penalty: 4565.543457
	Iteration 25Q: 3 clusters Score -804378 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -804387.187500 Penalty: 4565.543457
	Iteration 26Q: 3 clusters Score -804387.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -804396.312500 Penalty: 4565.543457
	Iteration 27Q: 3 clusters Score -804396.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -804403.062500 Penalty: 4565.543457
	Iteration 28Q: 3 clusters Score -804403.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -804409.687500 Penalty: 4565.543457
	Iteration 29Q: 3 clusters Score -804409.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -804419.937500 Penalty: 4565.543457
	Iteration 30Q: 3 clusters Score -804419.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -804427.562500 Penalty: 4565.543457
	Iteration 31Q: 3 clusters Score -804427.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -804434.375000 Penalty: 4565.543457
	Iteration 32Q: 3 clusters Score -804434.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -804441.062500 Penalty: 4565.543457
	Iteration 33Q: 3 clusters Score -804441.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -804447.312500 Penalty: 4565.543457
	Iteration 34Q: 3 clusters Score -804447.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -804451.750000 Penalty: 4565.543457
	Iteration 35Q: 3 clusters Score -804451.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -804453.500000 Penalty: 4565.543457
	Iteration 36Q: 3 clusters Score -804453.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -804456.562500 Penalty: 4565.543457
	Iteration 37Q: 3 clusters Score -804456.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -804457.687500 Penalty: 4565.543457
	Iteration 38Q: 3 clusters Score -804457.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -804459.750000 Penalty: 4565.543457
	Iteration 39Q: 3 clusters Score -804459.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -804459.500000 Penalty: 4565.543457
	Iteration 40F: 3 clusters Score -804459.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -804461.000000 Penalty: 4565.543457
	Iteration 41Q: 3 clusters Score -804461 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -804464.687500 Penalty: 4565.543457
	Iteration 42Q: 3 clusters Score -804464.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -804464.125000 Penalty: 4565.543457
	Iteration 43Q: 3 clusters Score -804464.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -804465.125000 Penalty: 4565.543457
	Iteration 44Q: 3 clusters Score -804465.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -804465.250000 Penalty: 4565.543457
	Iteration 45Q: 3 clusters Score -804465.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -804466.062500 Penalty: 4565.543457
	Iteration 46Q: 3 clusters Score -804466.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -804466.750000 Penalty: 4565.543457
	Iteration 47Q: 3 clusters Score -804466.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -804466.750000 Penalty: 4565.543457
	Iteration 48F: 3 clusters Score -804466.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 3002 members 
Mstep: Class 3 contains 92705 members 
Mstep: Class 4 contains 3643 members 
Mstep: Class 5 contains 387313 members 
Mstep: Class 6 contains 4474 members 
Mstep: Class 7 contains 6178 members 
Mstep: Class 8 contains 6831 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 29438 members 
Mstep: Class 11 contains 217442 members 
Mstep: Class 12 contains 49706 members 
Mstep: Class 13 contains 154224 members 
Mstep: Class 14 contains 91839 members 
Mstep: Class 15 contains 73305 members 
Mstep: Class 16 contains 89296 members 
Mstep: Class 17 contains 2131 members 
Mstep: Class 18 contains 27440 members 
Mstep: Class 19 contains 4569 members 
Mstep: Class 20 contains 8480 members 
Mstep: Class 21 contains 45379 members 
Mstep: Class 22 contains 27997 members 
Mstep: Class 23 contains 9089 members 
Mstep: Class 24 contains 7617 members 
Mstep: Class 25 contains 24466 members 
Mstep: Class 26 contains 15546 members 
Mstep: Class 27 contains 6086 members 
Mstep: Class 28 contains 7820 members 
Mstep: Class 29 contains 3648 members 
Mstep: Class 30 contains 10030 members 
Mstep: Class 31 contains 25098 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111978832.000000 Penalty: 116180.585938
Iteration 319Q: 34 clusters Score -1.119788e+08 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 3003 members 
Mstep: Class 3 contains 93089 members 
Mstep: Class 4 contains 3649 members 
Mstep: Class 5 contains 387765 members 
Mstep: Class 6 contains 4472 members 
Mstep: Class 7 contains 6172 members 
Mstep: Class 8 contains 6831 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 29496 members 
Mstep: Class 11 contains 217276 members 
Mstep: Class 12 contains 49731 members 
Mstep: Class 13 contains 154224 members 
Mstep: Class 14 contains 91029 members 
Mstep: Class 15 contains 73320 members 
Mstep: Class 16 contains 89302 members 
Mstep: Class 17 contains 2131 members 
Mstep: Class 18 contains 27469 members 
Mstep: Class 19 contains 4570 members 
Mstep: Class 20 contains 8480 members 
Mstep: Class 21 contains 45381 members 
Mstep: Class 22 contains 28010 members 
Mstep: Class 23 contains 9091 members 
Mstep: Class 24 contains 7619 members 
Mstep: Class 25 contains 24468 members 
Mstep: Class 26 contains 15544 members 
Mstep: Class 27 contains 6086 members 
Mstep: Class 28 contains 7823 members 
Mstep: Class 29 contains 3647 members 
Mstep: Class 30 contains 10033 members 
Mstep: Class 31 contains 25085 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111978712.000000 Penalty: 116180.585938
Iteration 320F: 34 clusters Score -1.119787e+08 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 3000 members 
Mstep: Class 3 contains 93514 members 
Mstep: Class 4 contains 3651 members 
Mstep: Class 5 contains 388207 members 
Mstep: Class 6 contains 4471 members 
Mstep: Class 7 contains 6170 members 
Mstep: Class 8 contains 6825 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 29560 members 
Mstep: Class 11 contains 217088 members 
Mstep: Class 12 contains 49762 members 
Mstep: Class 13 contains 154221 members 
Mstep: Class 14 contains 90213 members 
Mstep: Class 15 contains 73347 members 
Mstep: Class 16 contains 89281 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 27507 members 
Mstep: Class 19 contains 4571 members 
Mstep: Class 20 contains 8480 members 
Mstep: Class 21 contains 45389 members 
Mstep: Class 22 contains 28023 members 
Mstep: Class 23 contains 9090 members 
Mstep: Class 24 contains 7618 members 
Mstep: Class 25 contains 24464 members 
Mstep: Class 26 contains 15540 members 
Mstep: Class 27 contains 6086 members 
Mstep: Class 28 contains 7822 members 
Mstep: Class 29 contains 3647 members 
Mstep: Class 30 contains 10032 members 
Mstep: Class 31 contains 25077 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111979112.000000 Penalty: 116180.585938
Iteration 321Q: 34 clusters Score -1.119791e+08 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 2996 members 
Mstep: Class 3 contains 93982 members 
Mstep: Class 4 contains 3658 members 
Mstep: Class 5 contains 388642 members 
Mstep: Class 6 contains 4470 members 
Mstep: Class 7 contains 6167 members 
Mstep: Class 8 contains 6817 members 
Mstep: Class 9 contains 5230 members 
Mstep: Class 10 contains 29628 members 
Mstep: Class 11 contains 216913 members 
Mstep: Class 12 contains 49790 members 
Mstep: Class 13 contains 154222 members 
Mstep: Class 14 contains 89385 members 
Mstep: Class 15 contains 73361 members 
Mstep: Class 16 contains 89241 members 
Mstep: Class 17 contains 2133 members 
Mstep: Class 18 contains 27558 members 
Mstep: Class 19 contains 4571 members 
Mstep: Class 20 contains 8480 members 
Mstep: Class 21 contains 45386 members 
Mstep: Class 22 contains 28018 members 
Mstep: Class 23 contains 9090 members 
Mstep: Class 24 contains 7618 members 
Mstep: Class 25 contains 24467 members 
Mstep: Class 26 contains 15537 members 
Mstep: Class 27 contains 6086 members 
Mstep: Class 28 contains 7823 members 
Mstep: Class 29 contains 3647 members 
Mstep: Class 30 contains 10033 members 
Mstep: Class 31 contains 25066 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111979032.000000 Penalty: 116180.585938
Iteration 322Q: 34 clusters Score -1.11979e+08 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 2992 members 
Mstep: Class 3 contains 94521 members 
Mstep: Class 4 contains 3664 members 
Mstep: Class 5 contains 389006 members 
Mstep: Class 6 contains 4470 members 
Mstep: Class 7 contains 6164 members 
Mstep: Class 8 contains 6817 members 
Mstep: Class 9 contains 5230 members 
Mstep: Class 10 contains 29709 members 
Mstep: Class 11 contains 216726 members 
Mstep: Class 12 contains 49812 members 
Mstep: Class 13 contains 154224 members 
Mstep: Class 14 contains 88488 members 
Mstep: Class 15 contains 73390 members 
Mstep: Class 16 contains 89238 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 27625 members 
Mstep: Class 19 contains 4570 members 
Mstep: Class 20 contains 8480 members 
Mstep: Class 21 contains 45382 members 
Mstep: Class 22 contains 28013 members 
Mstep: Class 23 contains 9093 members 
Mstep: Class 24 contains 7614 members 
Mstep: Class 25 contains 24468 members 
Mstep: Class 26 contains 15538 members 
Mstep: Class 27 contains 6086 members 
Mstep: Class 28 contains 7823 members 
Mstep: Class 29 contains 3645 members 
Mstep: Class 30 contains 10035 members 
Mstep: Class 31 contains 25048 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111979056.000000 Penalty: 116180.585938
Iteration 323Q: 34 clusters Score -1.119791e+08 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 2989 members 
Mstep: Class 3 contains 95078 members 
Mstep: Class 4 contains 3673 members 
Mstep: Class 5 contains 389340 members 
Mstep: Class 6 contains 4470 members 
Mstep: Class 7 contains 6160 members 
Mstep: Class 8 contains 6812 members 
Mstep: Class 9 contains 5230 members 
Mstep: Class 10 contains 29789 members 
Mstep: Class 11 contains 216525 members 
Mstep: Class 12 contains 49831 members 
Mstep: Class 13 contains 154224 members 
Mstep: Class 14 contains 87604 members 
Mstep: Class 15 contains 73438 members 
Mstep: Class 16 contains 89229 members 
Mstep: Class 17 contains 2133 members 
Mstep: Class 18 contains 27718 members 
Mstep: Class 19 contains 4570 members 
Mstep: Class 20 contains 8481 members 
Mstep: Class 21 contains 45382 members 
Mstep: Class 22 contains 28007 members 
Mstep: Class 23 contains 9094 members 
Mstep: Class 24 contains 7615 members 
Mstep: Class 25 contains 24458 members 
Mstep: Class 26 contains 15536 members 
Mstep: Class 27 contains 6087 members 
Mstep: Class 28 contains 7821 members 
Mstep: Class 29 contains 3643 members 
Mstep: Class 30 contains 10036 members 
Mstep: Class 31 contains 25026 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111979712.000000 Penalty: 116180.585938
Iteration 324Q: 34 clusters Score -1.119797e+08 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 2986 members 
Mstep: Class 3 contains 95717 members 
Mstep: Class 4 contains 3677 members 
Mstep: Class 5 contains 389643 members 
Mstep: Class 6 contains 4473 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 6806 members 
Mstep: Class 9 contains 5230 members 
Mstep: Class 10 contains 29866 members 
Mstep: Class 11 contains 216297 members 
Mstep: Class 12 contains 49844 members 
Mstep: Class 13 contains 154221 members 
Mstep: Class 14 contains 86709 members 
Mstep: Class 15 contains 73495 members 
Mstep: Class 16 contains 89230 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 27815 members 
Mstep: Class 19 contains 4570 members 
Mstep: Class 20 contains 8481 members 
Mstep: Class 21 contains 45381 members 
Mstep: Class 22 contains 27992 members 
Mstep: Class 23 contains 9095 members 
Mstep: Class 24 contains 7614 members 
Mstep: Class 25 contains 24452 members 
Mstep: Class 26 contains 15530 members 
Mstep: Class 27 contains 6086 members 
Mstep: Class 28 contains 7820 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 10037 members 
Mstep: Class 31 contains 25000 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111980144.000000 Penalty: 116180.585938
Iteration 325Q: 34 clusters Score -1.119801e+08 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 2980 members 
Mstep: Class 3 contains 96460 members 
Mstep: Class 4 contains 3685 members 
Mstep: Class 5 contains 389879 members 
Mstep: Class 6 contains 4472 members 
Mstep: Class 7 contains 6128 members 
Mstep: Class 8 contains 6802 members 
Mstep: Class 9 contains 5230 members 
Mstep: Class 10 contains 29939 members 
Mstep: Class 11 contains 216115 members 
Mstep: Class 12 contains 49869 members 
Mstep: Class 13 contains 154223 members 
Mstep: Class 14 contains 85744 members 
Mstep: Class 15 contains 73562 members 
Mstep: Class 16 contains 89199 members 
Mstep: Class 17 contains 2131 members 
Mstep: Class 18 contains 27902 members 
Mstep: Class 19 contains 4569 members 
Mstep: Class 20 contains 8481 members 
Mstep: Class 21 contains 45375 members 
Mstep: Class 22 contains 27978 members 
Mstep: Class 23 contains 9096 members 
Mstep: Class 24 contains 7615 members 
Mstep: Class 25 contains 24449 members 
Mstep: Class 26 contains 15529 members 
Mstep: Class 27 contains 6086 members 
Mstep: Class 28 contains 7819 members 
Mstep: Class 29 contains 3643 members 
Mstep: Class 30 contains 10035 members 
Mstep: Class 31 contains 24978 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111980416.000000 Penalty: 116180.585938
Iteration 326Q: 34 clusters Score -1.119804e+08 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 2976 members 
Mstep: Class 3 contains 97194 members 
Mstep: Class 4 contains 3694 members 
Mstep: Class 5 contains 390118 members 
Mstep: Class 6 contains 4472 members 
Mstep: Class 7 contains 6114 members 
Mstep: Class 8 contains 6799 members 
Mstep: Class 9 contains 5230 members 
Mstep: Class 10 contains 30002 members 
Mstep: Class 11 contains 215917 members 
Mstep: Class 12 contains 49893 members 
Mstep: Class 13 contains 154224 members 
Mstep: Class 14 contains 84805 members 
Mstep: Class 15 contains 73646 members 
Mstep: Class 16 contains 89155 members 
Mstep: Class 17 contains 2130 members 
Mstep: Class 18 contains 27976 members 
Mstep: Class 19 contains 4568 members 
Mstep: Class 20 contains 8481 members 
Mstep: Class 21 contains 45371 members 
Mstep: Class 22 contains 27965 members 
Mstep: Class 23 contains 9096 members 
Mstep: Class 24 contains 7610 members 
Mstep: Class 25 contains 24461 members 
Mstep: Class 26 contains 15523 members 
Mstep: Class 27 contains 6086 members 
Mstep: Class 28 contains 7820 members 
Mstep: Class 29 contains 3645 members 
Mstep: Class 30 contains 10034 members 
Mstep: Class 31 contains 24952 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 9990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111980816.000000 Penalty: 116180.585938
Iteration 327Q: 34 clusters Score -1.119808e+08 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 2973 members 
Mstep: Class 3 contains 97953 members 
Mstep: Class 4 contains 3696 members 
Mstep: Class 5 contains 390324 members 
Mstep: Class 6 contains 4470 members 
Mstep: Class 7 contains 6111 members 
Mstep: Class 8 contains 6803 members 
Mstep: Class 9 contains 5230 members 
Mstep: Class 10 contains 30051 members 
Mstep: Class 11 contains 215705 members 
Mstep: Class 12 contains 49909 members 
Mstep: Class 13 contains 154230 members 
Mstep: Class 14 contains 83924 members 
Mstep: Class 15 contains 73729 members 
Mstep: Class 16 contains 89096 members 
Mstep: Class 17 contains 2127 members 
Mstep: Class 18 contains 28043 members 
Mstep: Class 19 contains 4569 members 
Mstep: Class 20 contains 8481 members 
Mstep: Class 21 contains 45367 members 
Mstep: Class 22 contains 27951 members 
Mstep: Class 23 contains 9097 members 
Mstep: Class 24 contains 7609 members 
Mstep: Class 25 contains 24463 members 
Mstep: Class 26 contains 15518 members 
Mstep: Class 27 contains 6086 members 
Mstep: Class 28 contains 7822 members 
Mstep: Class 29 contains 3646 members 
Mstep: Class 30 contains 10032 members 
Mstep: Class 31 contains 24932 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 10001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111981344.000000 Penalty: 116180.585938
Iteration 328Q: 34 clusters Score -1.119813e+08 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 2966 members 
Mstep: Class 3 contains 98670 members 
Mstep: Class 4 contains 3699 members 
Mstep: Class 5 contains 390490 members 
Mstep: Class 6 contains 4468 members 
Mstep: Class 7 contains 6097 members 
Mstep: Class 8 contains 6802 members 
Mstep: Class 9 contains 5230 members 
Mstep: Class 10 contains 30094 members 
Mstep: Class 11 contains 215482 members 
Mstep: Class 12 contains 49926 members 
Mstep: Class 13 contains 154229 members 
Mstep: Class 14 contains 83118 members 
Mstep: Class 15 contains 73798 members 
Mstep: Class 16 contains 89071 members 
Mstep: Class 17 contains 2123 members 
Mstep: Class 18 contains 28104 members 
Mstep: Class 19 contains 4569 members 
Mstep: Class 20 contains 8481 members 
Mstep: Class 21 contains 45371 members 
Mstep: Class 22 contains 27945 members 
Mstep: Class 23 contains 9099 members 
Mstep: Class 24 contains 7605 members 
Mstep: Class 25 contains 24470 members 
Mstep: Class 26 contains 15517 members 
Mstep: Class 27 contains 6087 members 
Mstep: Class 28 contains 7824 members 
Mstep: Class 29 contains 3645 members 
Mstep: Class 30 contains 10031 members 
Mstep: Class 31 contains 24925 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 10011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111981256.000000 Penalty: 116180.585938
Iteration 329Q: 34 clusters Score -1.119813e+08 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 2960 members 
Mstep: Class 3 contains 99362 members 
Mstep: Class 4 contains 3702 members 
Mstep: Class 5 contains 390637 members 
Mstep: Class 6 contains 4468 members 
Mstep: Class 7 contains 6088 members 
Mstep: Class 8 contains 6798 members 
Mstep: Class 9 contains 5230 members 
Mstep: Class 10 contains 30131 members 
Mstep: Class 11 contains 215309 members 
Mstep: Class 12 contains 49922 members 
Mstep: Class 13 contains 154229 members 
Mstep: Class 14 contains 82385 members 
Mstep: Class 15 contains 73871 members 
Mstep: Class 16 contains 89040 members 
Mstep: Class 17 contains 2120 members 
Mstep: Class 18 contains 28120 members 
Mstep: Class 19 contains 4570 members 
Mstep: Class 20 contains 8481 members 
Mstep: Class 21 contains 45375 members 
Mstep: Class 22 contains 27930 members 
Mstep: Class 23 contains 9102 members 
Mstep: Class 24 contains 7602 members 
Mstep: Class 25 contains 24483 members 
Mstep: Class 26 contains 15514 members 
Mstep: Class 27 contains 6087 members 
Mstep: Class 28 contains 7823 members 
Mstep: Class 29 contains 3642 members 
Mstep: Class 30 contains 10027 members 
Mstep: Class 31 contains 24920 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 10018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111981560.000000 Penalty: 116180.585938
Iteration 330Q: 34 clusters Score -1.119816e+08 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 2955 members 
Mstep: Class 3 contains 99952 members 
Mstep: Class 4 contains 3703 members 
Mstep: Class 5 contains 390809 members 
Mstep: Class 6 contains 4467 members 
Mstep: Class 7 contains 6073 members 
Mstep: Class 8 contains 6800 members 
Mstep: Class 9 contains 5230 members 
Mstep: Class 10 contains 30165 members 
Mstep: Class 11 contains 215156 members 
Mstep: Class 12 contains 49924 members 
Mstep: Class 13 contains 154230 members 
Mstep: Class 14 contains 81722 members 
Mstep: Class 15 contains 73948 members 
Mstep: Class 16 contains 88996 members 
Mstep: Class 17 contains 2118 members 
Mstep: Class 18 contains 28116 members 
Mstep: Class 19 contains 4570 members 
Mstep: Class 20 contains 8481 members 
Mstep: Class 21 contains 45375 members 
Mstep: Class 22 contains 27926 members 
Mstep: Class 23 contains 9105 members 
Mstep: Class 24 contains 7603 members 
Mstep: Class 25 contains 24474 members 
Mstep: Class 26 contains 15514 members 
Mstep: Class 27 contains 6087 members 
Mstep: Class 28 contains 7823 members 
Mstep: Class 29 contains 3642 members 
Mstep: Class 30 contains 10027 members 
Mstep: Class 31 contains 24920 members 
Mstep: Class 32 contains 3351 members 
Mstep: Class 33 contains 10027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111981736.000000 Penalty: 116180.585938
Iteration 331Q: 34 clusters Score -1.119817e+08 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 2953 members 
Mstep: Class 3 contains 100514 members 
Mstep: Class 4 contains 3706 members 
Mstep: Class 5 contains 390909 members 
Mstep: Class 6 contains 4467 members 
Mstep: Class 7 contains 6057 members 
Mstep: Class 8 contains 6800 members 
Mstep: Class 9 contains 5230 members 
Mstep: Class 10 contains 30205 members 
Mstep: Class 11 contains 215040 members 
Mstep: Class 12 contains 49927 members 
Mstep: Class 13 contains 154229 members 
Mstep: Class 14 contains 81126 members 
Mstep: Class 15 contains 74005 members 
Mstep: Class 16 contains 88971 members 
Mstep: Class 17 contains 2118 members 
Mstep: Class 18 contains 28121 members 
Mstep: Class 19 contains 4570 members 
Mstep: Class 20 contains 8481 members 
Mstep: Class 21 contains 45369 members 
Mstep: Class 22 contains 27916 members 
Mstep: Class 23 contains 9106 members 
Mstep: Class 24 contains 7603 members 
Mstep: Class 25 contains 24475 members 
Mstep: Class 26 contains 15514 members 
Mstep: Class 27 contains 6087 members 
Mstep: Class 28 contains 7826 members 
Mstep: Class 29 contains 3640 members 
Mstep: Class 30 contains 10026 members 
Mstep: Class 31 contains 24913 members 
Mstep: Class 32 contains 3351 members 
Mstep: Class 33 contains 10033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111981720.000000 Penalty: 116180.585938
Iteration 332Q: 34 clusters Score -1.119817e+08 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 2953 members 
Mstep: Class 3 contains 101070 members 
Mstep: Class 4 contains 3710 members 
Mstep: Class 5 contains 390915 members 
Mstep: Class 6 contains 4467 members 
Mstep: Class 7 contains 6044 members 
Mstep: Class 8 contains 6796 members 
Mstep: Class 9 contains 5230 members 
Mstep: Class 10 contains 30236 members 
Mstep: Class 11 contains 214931 members 
Mstep: Class 12 contains 49926 members 
Mstep: Class 13 contains 154230 members 
Mstep: Class 14 contains 80597 members 
Mstep: Class 15 contains 74088 members 
Mstep: Class 16 contains 88942 members 
Mstep: Class 17 contains 2119 members 
Mstep: Class 18 contains 28131 members 
Mstep: Class 19 contains 4570 members 
Mstep: Class 20 contains 8480 members 
Mstep: Class 21 contains 45365 members 
Mstep: Class 22 contains 27917 members 
Mstep: Class 23 contains 9105 members 
Mstep: Class 24 contains 7598 members 
Mstep: Class 25 contains 24476 members 
Mstep: Class 26 contains 15513 members 
Mstep: Class 27 contains 6087 members 
Mstep: Class 28 contains 7825 members 
Mstep: Class 29 contains 3638 members 
Mstep: Class 30 contains 10025 members 
Mstep: Class 31 contains 24909 members 
Mstep: Class 32 contains 3351 members 
Mstep: Class 33 contains 10043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111981448.000000 Penalty: 116180.585938
Iteration 333Q: 34 clusters Score -1.119814e+08 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 2948 members 
Mstep: Class 3 contains 101579 members 
Mstep: Class 4 contains 3713 members 
Mstep: Class 5 contains 390871 members 
Mstep: Class 6 contains 4469 members 
Mstep: Class 7 contains 6038 members 
Mstep: Class 8 contains 6794 members 
Mstep: Class 9 contains 5230 members 
Mstep: Class 10 contains 30256 members 
Mstep: Class 11 contains 214853 members 
Mstep: Class 12 contains 49930 members 
Mstep: Class 13 contains 154229 members 
Mstep: Class 14 contains 80130 members 
Mstep: Class 15 contains 74149 members 
Mstep: Class 16 contains 88923 members 
Mstep: Class 17 contains 2119 members 
Mstep: Class 18 contains 28144 members 
Mstep: Class 19 contains 4570 members 
Mstep: Class 20 contains 8481 members 
Mstep: Class 21 contains 45362 members 
Mstep: Class 22 contains 27924 members 
Mstep: Class 23 contains 9104 members 
Mstep: Class 24 contains 7597 members 
Mstep: Class 25 contains 24490 members 
Mstep: Class 26 contains 15509 members 
Mstep: Class 27 contains 6087 members 
Mstep: Class 28 contains 7824 members 
Mstep: Class 29 contains 3635 members 
Mstep: Class 30 contains 10024 members 
Mstep: Class 31 contains 24905 members 
Mstep: Class 32 contains 3351 members 
Mstep: Class 33 contains 10049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111981832.000000 Penalty: 116180.585938
Iteration 334Q: 34 clusters Score -1.119818e+08 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 2944 members 
Mstep: Class 3 contains 102070 members 
Mstep: Class 4 contains 3715 members 
Mstep: Class 5 contains 390782 members 
Mstep: Class 6 contains 4470 members 
Mstep: Class 7 contains 6028 members 
Mstep: Class 8 contains 6794 members 
Mstep: Class 9 contains 5230 members 
Mstep: Class 10 contains 30274 members 
Mstep: Class 11 contains 214795 members 
Mstep: Class 12 contains 49931 members 
Mstep: Class 13 contains 154230 members 
Mstep: Class 14 contains 79718 members 
Mstep: Class 15 contains 74214 members 
Mstep: Class 16 contains 88897 members 
Mstep: Class 17 contains 2119 members 
Mstep: Class 18 contains 28167 members 
Mstep: Class 19 contains 4569 members 
Mstep: Class 20 contains 8481 members 
Mstep: Class 21 contains 45356 members 
Mstep: Class 22 contains 27924 members 
Mstep: Class 23 contains 9106 members 
Mstep: Class 24 contains 7597 members 
Mstep: Class 25 contains 24495 members 
Mstep: Class 26 contains 15507 members 
Mstep: Class 27 contains 6087 members 
Mstep: Class 28 contains 7825 members 
Mstep: Class 29 contains 3632 members 
Mstep: Class 30 contains 10023 members 
Mstep: Class 31 contains 24904 members 
Mstep: Class 32 contains 3351 members 
Mstep: Class 33 contains 10050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111981672.000000 Penalty: 116180.585938
Iteration 335Q: 34 clusters Score -1.119817e+08 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 2941 members 
Mstep: Class 3 contains 102529 members 
Mstep: Class 4 contains 3712 members 
Mstep: Class 5 contains 390694 members 
Mstep: Class 6 contains 4471 members 
Mstep: Class 7 contains 6019 members 
Mstep: Class 8 contains 6794 members 
Mstep: Class 9 contains 5231 members 
Mstep: Class 10 contains 30286 members 
Mstep: Class 11 contains 214742 members 
Mstep: Class 12 contains 49935 members 
Mstep: Class 13 contains 154231 members 
Mstep: Class 14 contains 79311 members 
Mstep: Class 15 contains 74276 members 
Mstep: Class 16 contains 88893 members 
Mstep: Class 17 contains 2119 members 
Mstep: Class 18 contains 28183 members 
Mstep: Class 19 contains 4568 members 
Mstep: Class 20 contains 8482 members 
Mstep: Class 21 contains 45354 members 
Mstep: Class 22 contains 27924 members 
Mstep: Class 23 contains 9106 members 
Mstep: Class 24 contains 7595 members 
Mstep: Class 25 contains 24504 members 
Mstep: Class 26 contains 15510 members 
Mstep: Class 27 contains 6087 members 
Mstep: Class 28 contains 7824 members 
Mstep: Class 29 contains 3631 members 
Mstep: Class 30 contains 10023 members 
Mstep: Class 31 contains 24900 members 
Mstep: Class 32 contains 3351 members 
Mstep: Class 33 contains 10053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111981592.000000 Penalty: 116180.585938
Iteration 336Q: 34 clusters Score -1.119816e+08 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 2941 members 
Mstep: Class 3 contains 103007 members 
Mstep: Class 4 contains 3714 members 
Mstep: Class 5 contains 390548 members 
Mstep: Class 6 contains 4472 members 
Mstep: Class 7 contains 6008 members 
Mstep: Class 8 contains 6794 members 
Mstep: Class 9 contains 5231 members 
Mstep: Class 10 contains 30293 members 
Mstep: Class 11 contains 214695 members 
Mstep: Class 12 contains 49933 members 
Mstep: Class 13 contains 154234 members 
Mstep: Class 14 contains 78978 members 
Mstep: Class 15 contains 74310 members 
Mstep: Class 16 contains 88882 members 
Mstep: Class 17 contains 2119 members 
Mstep: Class 18 contains 28211 members 
Mstep: Class 19 contains 4568 members 
Mstep: Class 20 contains 8482 members 
Mstep: Class 21 contains 45350 members 
Mstep: Class 22 contains 27932 members 
Mstep: Class 23 contains 9106 members 
Mstep: Class 24 contains 7593 members 
Mstep: Class 25 contains 24502 members 
Mstep: Class 26 contains 15510 members 
Mstep: Class 27 contains 6087 members 
Mstep: Class 28 contains 7824 members 
Mstep: Class 29 contains 3629 members 
Mstep: Class 30 contains 10020 members 
Mstep: Class 31 contains 24896 members 
Mstep: Class 32 contains 3351 members 
Mstep: Class 33 contains 10058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111981912.000000 Penalty: 116180.585938
Iteration 337Q: 34 clusters Score -1.119819e+08 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 2941 members 
Mstep: Class 3 contains 103443 members 
Mstep: Class 4 contains 3715 members 
Mstep: Class 5 contains 390414 members 
Mstep: Class 6 contains 4473 members 
Mstep: Class 7 contains 6008 members 
Mstep: Class 8 contains 6795 members 
Mstep: Class 9 contains 5231 members 
Mstep: Class 10 contains 30300 members 
Mstep: Class 11 contains 214647 members 
Mstep: Class 12 contains 49933 members 
Mstep: Class 13 contains 154236 members 
Mstep: Class 14 contains 78726 members 
Mstep: Class 15 contains 74341 members 
Mstep: Class 16 contains 88851 members 
Mstep: Class 17 contains 2121 members 
Mstep: Class 18 contains 28228 members 
Mstep: Class 19 contains 4568 members 
Mstep: Class 20 contains 8481 members 
Mstep: Class 21 contains 45347 members 
Mstep: Class 22 contains 27917 members 
Mstep: Class 23 contains 9107 members 
Mstep: Class 24 contains 7594 members 
Mstep: Class 25 contains 24494 members 
Mstep: Class 26 contains 15510 members 
Mstep: Class 27 contains 6087 members 
Mstep: Class 28 contains 7825 members 
Mstep: Class 29 contains 3628 members 
Mstep: Class 30 contains 10020 members 
Mstep: Class 31 contains 24888 members 
Mstep: Class 32 contains 3351 members 
Mstep: Class 33 contains 10058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982128.000000 Penalty: 116180.585938
Iteration 338Q: 34 clusters Score -1.119821e+08 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 2940 members 
Mstep: Class 3 contains 103852 members 
Mstep: Class 4 contains 3715 members 
Mstep: Class 5 contains 390261 members 
Mstep: Class 6 contains 4472 members 
Mstep: Class 7 contains 6003 members 
Mstep: Class 8 contains 6795 members 
Mstep: Class 9 contains 5231 members 
Mstep: Class 10 contains 30312 members 
Mstep: Class 11 contains 214608 members 
Mstep: Class 12 contains 49925 members 
Mstep: Class 13 contains 154239 members 
Mstep: Class 14 contains 78500 members 
Mstep: Class 15 contains 74380 members 
Mstep: Class 16 contains 88828 members 
Mstep: Class 17 contains 2120 members 
Mstep: Class 18 contains 28238 members 
Mstep: Class 19 contains 4569 members 
Mstep: Class 20 contains 8481 members 
Mstep: Class 21 contains 45342 members 
Mstep: Class 22 contains 27911 members 
Mstep: Class 23 contains 9106 members 
Mstep: Class 24 contains 7594 members 
Mstep: Class 25 contains 24491 members 
Mstep: Class 26 contains 15509 members 
Mstep: Class 27 contains 6087 members 
Mstep: Class 28 contains 7826 members 
Mstep: Class 29 contains 3627 members 
Mstep: Class 30 contains 10016 members 
Mstep: Class 31 contains 24890 members 
Mstep: Class 32 contains 3351 members 
Mstep: Class 33 contains 10058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111981952.000000 Penalty: 116180.585938
Iteration 339Q: 34 clusters Score -1.11982e+08 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 2940 members 
Mstep: Class 3 contains 104215 members 
Mstep: Class 4 contains 3714 members 
Mstep: Class 5 contains 390125 members 
Mstep: Class 6 contains 4472 members 
Mstep: Class 7 contains 6001 members 
Mstep: Class 8 contains 6801 members 
Mstep: Class 9 contains 5231 members 
Mstep: Class 10 contains 30313 members 
Mstep: Class 11 contains 214597 members 
Mstep: Class 12 contains 49911 members 
Mstep: Class 13 contains 154237 members 
Mstep: Class 14 contains 78285 members 
Mstep: Class 15 contains 74419 members 
Mstep: Class 16 contains 88805 members 
Mstep: Class 17 contains 2121 members 
Mstep: Class 18 contains 28254 members 
Mstep: Class 19 contains 4570 members 
Mstep: Class 20 contains 8481 members 
Mstep: Class 21 contains 45341 members 
Mstep: Class 22 contains 27903 members 
Mstep: Class 23 contains 9106 members 
Mstep: Class 24 contains 7593 members 
Mstep: Class 25 contains 24494 members 
Mstep: Class 26 contains 15508 members 
Mstep: Class 27 contains 6086 members 
Mstep: Class 28 contains 7826 members 
Mstep: Class 29 contains 3621 members 
Mstep: Class 30 contains 10015 members 
Mstep: Class 31 contains 24882 members 
Mstep: Class 32 contains 3351 members 
Mstep: Class 33 contains 10056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982408.000000 Penalty: 116180.585938
Iteration 340F: 34 clusters Score -1.119824e+08 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 2940 members 
Mstep: Class 3 contains 104593 members 
Mstep: Class 4 contains 3718 members 
Mstep: Class 5 contains 389968 members 
Mstep: Class 6 contains 4472 members 
Mstep: Class 7 contains 5991 members 
Mstep: Class 8 contains 6801 members 
Mstep: Class 9 contains 5231 members 
Mstep: Class 10 contains 30313 members 
Mstep: Class 11 contains 214586 members 
Mstep: Class 12 contains 49900 members 
Mstep: Class 13 contains 154239 members 
Mstep: Class 14 contains 78125 members 
Mstep: Class 15 contains 74441 members 
Mstep: Class 16 contains 88776 members 
Mstep: Class 17 contains 2121 members 
Mstep: Class 18 contains 28264 members 
Mstep: Class 19 contains 4570 members 
Mstep: Class 20 contains 8481 members 
Mstep: Class 21 contains 45334 members 
Mstep: Class 22 contains 27890 members 
Mstep: Class 23 contains 9107 members 
Mstep: Class 24 contains 7593 members 
Mstep: Class 25 contains 24487 members 
Mstep: Class 26 contains 15507 members 
Mstep: Class 27 contains 6085 members 
Mstep: Class 28 contains 7826 members 
Mstep: Class 29 contains 3616 members 
Mstep: Class 30 contains 10017 members 
Mstep: Class 31 contains 24876 members 
Mstep: Class 32 contains 3351 members 
Mstep: Class 33 contains 10055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982520.000000 Penalty: 116180.585938
Iteration 341Q: 34 clusters Score -1.119825e+08 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 2939 members 
Mstep: Class 3 contains 104917 members 
Mstep: Class 4 contains 3721 members 
Mstep: Class 5 contains 389820 members 
Mstep: Class 6 contains 4472 members 
Mstep: Class 7 contains 5987 members 
Mstep: Class 8 contains 6803 members 
Mstep: Class 9 contains 5231 members 
Mstep: Class 10 contains 30326 members 
Mstep: Class 11 contains 214612 members 
Mstep: Class 12 contains 49890 members 
Mstep: Class 13 contains 154238 members 
Mstep: Class 14 contains 77956 members 
Mstep: Class 15 contains 74465 members 
Mstep: Class 16 contains 88747 members 
Mstep: Class 17 contains 2121 members 
Mstep: Class 18 contains 28258 members 
Mstep: Class 19 contains 4570 members 
Mstep: Class 20 contains 8481 members 
Mstep: Class 21 contains 45331 members 
Mstep: Class 22 contains 27886 members 
Mstep: Class 23 contains 9109 members 
Mstep: Class 24 contains 7591 members 
Mstep: Class 25 contains 24486 members 
Mstep: Class 26 contains 15503 members 
Mstep: Class 27 contains 6084 members 
Mstep: Class 28 contains 7826 members 
Mstep: Class 29 contains 3612 members 
Mstep: Class 30 contains 10016 members 
Mstep: Class 31 contains 24871 members 
Mstep: Class 32 contains 3351 members 
Mstep: Class 33 contains 10054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982368.000000 Penalty: 116180.585938
Iteration 342Q: 34 clusters Score -1.119824e+08 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 2939 members 
Mstep: Class 3 contains 105222 members 
Mstep: Class 4 contains 3720 members 
Mstep: Class 5 contains 389684 members 
Mstep: Class 6 contains 4473 members 
Mstep: Class 7 contains 5984 members 
Mstep: Class 8 contains 6802 members 
Mstep: Class 9 contains 5231 members 
Mstep: Class 10 contains 30332 members 
Mstep: Class 11 contains 214622 members 
Mstep: Class 12 contains 49873 members 
Mstep: Class 13 contains 154237 members 
Mstep: Class 14 contains 77806 members 
Mstep: Class 15 contains 74487 members 
Mstep: Class 16 contains 88729 members 
Mstep: Class 17 contains 2121 members 
Mstep: Class 18 contains 28262 members 
Mstep: Class 19 contains 4570 members 
Mstep: Class 20 contains 8481 members 
Mstep: Class 21 contains 45326 members 
Mstep: Class 22 contains 27880 members 
Mstep: Class 23 contains 9111 members 
Mstep: Class 24 contains 7590 members 
Mstep: Class 25 contains 24488 members 
Mstep: Class 26 contains 15501 members 
Mstep: Class 27 contains 6084 members 
Mstep: Class 28 contains 7825 members 
Mstep: Class 29 contains 3608 members 
Mstep: Class 30 contains 10011 members 
Mstep: Class 31 contains 24868 members 
Mstep: Class 32 contains 3351 members 
Mstep: Class 33 contains 10055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982616.000000 Penalty: 116180.585938
Iteration 343Q: 34 clusters Score -1.119826e+08 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 2940 members 
Mstep: Class 3 contains 105499 members 
Mstep: Class 4 contains 3718 members 
Mstep: Class 5 contains 389540 members 
Mstep: Class 6 contains 4473 members 
Mstep: Class 7 contains 5979 members 
Mstep: Class 8 contains 6804 members 
Mstep: Class 9 contains 5231 members 
Mstep: Class 10 contains 30332 members 
Mstep: Class 11 contains 214644 members 
Mstep: Class 12 contains 49861 members 
Mstep: Class 13 contains 154234 members 
Mstep: Class 14 contains 77682 members 
Mstep: Class 15 contains 74507 members 
Mstep: Class 16 contains 88705 members 
Mstep: Class 17 contains 2120 members 
Mstep: Class 18 contains 28263 members 
Mstep: Class 19 contains 4569 members 
Mstep: Class 20 contains 8481 members 
Mstep: Class 21 contains 45323 members 
Mstep: Class 22 contains 27879 members 
Mstep: Class 23 contains 9114 members 
Mstep: Class 24 contains 7593 members 
Mstep: Class 25 contains 24486 members 
Mstep: Class 26 contains 15501 members 
Mstep: Class 27 contains 6083 members 
Mstep: Class 28 contains 7826 members 
Mstep: Class 29 contains 3607 members 
Mstep: Class 30 contains 10007 members 
Mstep: Class 31 contains 24865 members 
Mstep: Class 32 contains 3351 members 
Mstep: Class 33 contains 10055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982688.000000 Penalty: 116180.585938
Iteration 344Q: 34 clusters Score -1.119827e+08 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 2940 members 
Mstep: Class 3 contains 105760 members 
Mstep: Class 4 contains 3719 members 
Mstep: Class 5 contains 389381 members 
Mstep: Class 6 contains 4473 members 
Mstep: Class 7 contains 5972 members 
Mstep: Class 8 contains 6798 members 
Mstep: Class 9 contains 5231 members 
Mstep: Class 10 contains 30333 members 
Mstep: Class 11 contains 214657 members 
Mstep: Class 12 contains 49854 members 
Mstep: Class 13 contains 154229 members 
Mstep: Class 14 contains 77604 members 
Mstep: Class 15 contains 74511 members 
Mstep: Class 16 contains 88677 members 
Mstep: Class 17 contains 2120 members 
Mstep: Class 18 contains 28264 members 
Mstep: Class 19 contains 4569 members 
Mstep: Class 20 contains 8480 members 
Mstep: Class 21 contains 45322 members 
Mstep: Class 22 contains 27884 members 
Mstep: Class 23 contains 9115 members 
Mstep: Class 24 contains 7594 members 
Mstep: Class 25 contains 24492 members 
Mstep: Class 26 contains 15499 members 
Mstep: Class 27 contains 6082 members 
Mstep: Class 28 contains 7827 members 
Mstep: Class 29 contains 3605 members 
Mstep: Class 30 contains 10006 members 
Mstep: Class 31 contains 24864 members 
Mstep: Class 32 contains 3351 members 
Mstep: Class 33 contains 10057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982424.000000 Penalty: 116180.585938
Iteration 345Q: 34 clusters Score -1.119824e+08 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 2939 members 
Mstep: Class 3 contains 105994 members 
Mstep: Class 4 contains 3719 members 
Mstep: Class 5 contains 389228 members 
Mstep: Class 6 contains 4473 members 
Mstep: Class 7 contains 5968 members 
Mstep: Class 8 contains 6796 members 
Mstep: Class 9 contains 5231 members 
Mstep: Class 10 contains 30326 members 
Mstep: Class 11 contains 214677 members 
Mstep: Class 12 contains 49850 members 
Mstep: Class 13 contains 154227 members 
Mstep: Class 14 contains 77539 members 
Mstep: Class 15 contains 74521 members 
Mstep: Class 16 contains 88666 members 
Mstep: Class 17 contains 2122 members 
Mstep: Class 18 contains 28262 members 
Mstep: Class 19 contains 4569 members 
Mstep: Class 20 contains 8480 members 
Mstep: Class 21 contains 45317 members 
Mstep: Class 22 contains 27884 members 
Mstep: Class 23 contains 9115 members 
Mstep: Class 24 contains 7594 members 
Mstep: Class 25 contains 24491 members 
Mstep: Class 26 contains 15496 members 
Mstep: Class 27 contains 6082 members 
Mstep: Class 28 contains 7827 members 
Mstep: Class 29 contains 3604 members 
Mstep: Class 30 contains 10006 members 
Mstep: Class 31 contains 24854 members 
Mstep: Class 32 contains 3351 members 
Mstep: Class 33 contains 10060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982392.000000 Penalty: 116180.585938
Iteration 346Q: 34 clusters Score -1.119824e+08 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 2939 members 
Mstep: Class 3 contains 106207 members 
Mstep: Class 4 contains 3718 members 
Mstep: Class 5 contains 389081 members 
Mstep: Class 6 contains 4473 members 
Mstep: Class 7 contains 5965 members 
Mstep: Class 8 contains 6797 members 
Mstep: Class 9 contains 5231 members 
Mstep: Class 10 contains 30324 members 
Mstep: Class 11 contains 214698 members 
Mstep: Class 12 contains 49836 members 
Mstep: Class 13 contains 154227 members 
Mstep: Class 14 contains 77460 members 
Mstep: Class 15 contains 74535 members 
Mstep: Class 16 contains 88656 members 
Mstep: Class 17 contains 2123 members 
Mstep: Class 18 contains 28271 members 
Mstep: Class 19 contains 4569 members 
Mstep: Class 20 contains 8481 members 
Mstep: Class 21 contains 45312 members 
Mstep: Class 22 contains 27891 members 
Mstep: Class 23 contains 9115 members 
Mstep: Class 24 contains 7595 members 
Mstep: Class 25 contains 24489 members 
Mstep: Class 26 contains 15492 members 
Mstep: Class 27 contains 6082 members 
Mstep: Class 28 contains 7827 members 
Mstep: Class 29 contains 3603 members 
Mstep: Class 30 contains 10007 members 
Mstep: Class 31 contains 24849 members 
Mstep: Class 32 contains 3351 members 
Mstep: Class 33 contains 10063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982312.000000 Penalty: 116180.585938
Iteration 347Q: 34 clusters Score -1.119823e+08 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 2939 members 
Mstep: Class 3 contains 106423 members 
Mstep: Class 4 contains 3718 members 
Mstep: Class 5 contains 388922 members 
Mstep: Class 6 contains 4472 members 
Mstep: Class 7 contains 5964 members 
Mstep: Class 8 contains 6800 members 
Mstep: Class 9 contains 5231 members 
Mstep: Class 10 contains 30322 members 
Mstep: Class 11 contains 214720 members 
Mstep: Class 12 contains 49819 members 
Mstep: Class 13 contains 154227 members 
Mstep: Class 14 contains 77406 members 
Mstep: Class 15 contains 74537 members 
Mstep: Class 16 contains 88640 members 
Mstep: Class 17 contains 2123 members 
Mstep: Class 18 contains 28285 members 
Mstep: Class 19 contains 4569 members 
Mstep: Class 20 contains 8481 members 
Mstep: Class 21 contains 45311 members 
Mstep: Class 22 contains 27892 members 
Mstep: Class 23 contains 9115 members 
Mstep: Class 24 contains 7592 members 
Mstep: Class 25 contains 24492 members 
Mstep: Class 26 contains 15489 members 
Mstep: Class 27 contains 6082 members 
Mstep: Class 28 contains 7827 members 
Mstep: Class 29 contains 3602 members 
Mstep: Class 30 contains 10007 members 
Mstep: Class 31 contains 24844 members 
Mstep: Class 32 contains 3351 members 
Mstep: Class 33 contains 10063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982280.000000 Penalty: 116180.585938
Iteration 348Q: 34 clusters Score -1.119823e+08 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 2937 members 
Mstep: Class 3 contains 106602 members 
Mstep: Class 4 contains 3718 members 
Mstep: Class 5 contains 388776 members 
Mstep: Class 6 contains 4473 members 
Mstep: Class 7 contains 5963 members 
Mstep: Class 8 contains 6809 members 
Mstep: Class 9 contains 5231 members 
Mstep: Class 10 contains 30321 members 
Mstep: Class 11 contains 214733 members 
Mstep: Class 12 contains 49803 members 
Mstep: Class 13 contains 154226 members 
Mstep: Class 14 contains 77363 members 
Mstep: Class 15 contains 74542 members 
Mstep: Class 16 contains 88629 members 
Mstep: Class 17 contains 2123 members 
Mstep: Class 18 contains 28296 members 
Mstep: Class 19 contains 4569 members 
Mstep: Class 20 contains 8481 members 
Mstep: Class 21 contains 45312 members 
Mstep: Class 22 contains 27896 members 
Mstep: Class 23 contains 9116 members 
Mstep: Class 24 contains 7592 members 
Mstep: Class 25 contains 24488 members 
Mstep: Class 26 contains 15487 members 
Mstep: Class 27 contains 6082 members 
Mstep: Class 28 contains 7827 members 
Mstep: Class 29 contains 3601 members 
Mstep: Class 30 contains 10007 members 
Mstep: Class 31 contains 24843 members 
Mstep: Class 32 contains 3351 members 
Mstep: Class 33 contains 10064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982376.000000 Penalty: 116180.585938
Iteration 349Q: 34 clusters Score -1.119824e+08 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 2937 members 
Mstep: Class 3 contains 106763 members 
Mstep: Class 4 contains 3717 members 
Mstep: Class 5 contains 388654 members 
Mstep: Class 6 contains 4472 members 
Mstep: Class 7 contains 5956 members 
Mstep: Class 8 contains 6812 members 
Mstep: Class 9 contains 5231 members 
Mstep: Class 10 contains 30317 members 
Mstep: Class 11 contains 214751 members 
Mstep: Class 12 contains 49789 members 
Mstep: Class 13 contains 154226 members 
Mstep: Class 14 contains 77323 members 
Mstep: Class 15 contains 74547 members 
Mstep: Class 16 contains 88626 members 
Mstep: Class 17 contains 2123 members 
Mstep: Class 18 contains 28299 members 
Mstep: Class 19 contains 4569 members 
Mstep: Class 20 contains 8481 members 
Mstep: Class 21 contains 45314 members 
Mstep: Class 22 contains 27895 members 
Mstep: Class 23 contains 9117 members 
Mstep: Class 24 contains 7593 members 
Mstep: Class 25 contains 24491 members 
Mstep: Class 26 contains 15487 members 
Mstep: Class 27 contains 6082 members 
Mstep: Class 28 contains 7827 members 
Mstep: Class 29 contains 3600 members 
Mstep: Class 30 contains 10007 members 
Mstep: Class 31 contains 24839 members 
Mstep: Class 32 contains 3351 members 
Mstep: Class 33 contains 10063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982488.000000 Penalty: 116180.585938
Iteration 350Q: 34 clusters Score -1.119825e+08 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 2936 members 
Mstep: Class 3 contains 106930 members 
Mstep: Class 4 contains 3716 members 
Mstep: Class 5 contains 388541 members 
Mstep: Class 6 contains 4472 members 
Mstep: Class 7 contains 5956 members 
Mstep: Class 8 contains 6817 members 
Mstep: Class 9 contains 5231 members 
Mstep: Class 10 contains 30313 members 
Mstep: Class 11 contains 214760 members 
Mstep: Class 12 contains 49775 members 
Mstep: Class 13 contains 154225 members 
Mstep: Class 14 contains 77286 members 
Mstep: Class 15 contains 74547 members 
Mstep: Class 16 contains 88616 members 
Mstep: Class 17 contains 2123 members 
Mstep: Class 18 contains 28297 members 
Mstep: Class 19 contains 4571 members 
Mstep: Class 20 contains 8481 members 
Mstep: Class 21 contains 45318 members 
Mstep: Class 22 contains 27899 members 
Mstep: Class 23 contains 9118 members 
Mstep: Class 24 contains 7592 members 
Mstep: Class 25 contains 24489 members 
Mstep: Class 26 contains 15484 members 
Mstep: Class 27 contains 6081 members 
Mstep: Class 28 contains 7827 members 
Mstep: Class 29 contains 3599 members 
Mstep: Class 30 contains 10007 members 
Mstep: Class 31 contains 24834 members 
Mstep: Class 32 contains 3351 members 
Mstep: Class 33 contains 10065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982624.000000 Penalty: 116180.585938
Iteration 351Q: 34 clusters Score -1.119826e+08 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 2936 members 
Mstep: Class 3 contains 107093 members 
Mstep: Class 4 contains 3716 members 
Mstep: Class 5 contains 388413 members 
Mstep: Class 6 contains 4472 members 
Mstep: Class 7 contains 5956 members 
Mstep: Class 8 contains 6820 members 
Mstep: Class 9 contains 5231 members 
Mstep: Class 10 contains 30314 members 
Mstep: Class 11 contains 214766 members 
Mstep: Class 12 contains 49766 members 
Mstep: Class 13 contains 154225 members 
Mstep: Class 14 contains 77257 members 
Mstep: Class 15 contains 74545 members 
Mstep: Class 16 contains 88617 members 
Mstep: Class 17 contains 2123 members 
Mstep: Class 18 contains 28290 members 
Mstep: Class 19 contains 4572 members 
Mstep: Class 20 contains 8481 members 
Mstep: Class 21 contains 45321 members 
Mstep: Class 22 contains 27906 members 
Mstep: Class 23 contains 9118 members 
Mstep: Class 24 contains 7588 members 
Mstep: Class 25 contains 24489 members 
Mstep: Class 26 contains 15480 members 
Mstep: Class 27 contains 6081 members 
Mstep: Class 28 contains 7827 members 
Mstep: Class 29 contains 3599 members 
Mstep: Class 30 contains 10006 members 
Mstep: Class 31 contains 24832 members 
Mstep: Class 32 contains 3351 members 
Mstep: Class 33 contains 10066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982456.000000 Penalty: 116180.585938
Iteration 352Q: 34 clusters Score -1.119825e+08 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 2935 members 
Mstep: Class 3 contains 107235 members 
Mstep: Class 4 contains 3716 members 
Mstep: Class 5 contains 388274 members 
Mstep: Class 6 contains 4472 members 
Mstep: Class 7 contains 5951 members 
Mstep: Class 8 contains 6825 members 
Mstep: Class 9 contains 5231 members 
Mstep: Class 10 contains 30312 members 
Mstep: Class 11 contains 214792 members 
Mstep: Class 12 contains 49760 members 
Mstep: Class 13 contains 154225 members 
Mstep: Class 14 contains 77218 members 
Mstep: Class 15 contains 74551 members 
Mstep: Class 16 contains 88628 members 
Mstep: Class 17 contains 2123 members 
Mstep: Class 18 contains 28294 members 
Mstep: Class 19 contains 4570 members 
Mstep: Class 20 contains 8481 members 
Mstep: Class 21 contains 45321 members 
Mstep: Class 22 contains 27914 members 
Mstep: Class 23 contains 9118 members 
Mstep: Class 24 contains 7586 members 
Mstep: Class 25 contains 24493 members 
Mstep: Class 26 contains 15475 members 
Mstep: Class 27 contains 6081 members 
Mstep: Class 28 contains 7827 members 
Mstep: Class 29 contains 3599 members 
Mstep: Class 30 contains 10006 members 
Mstep: Class 31 contains 24828 members 
Mstep: Class 32 contains 3351 members 
Mstep: Class 33 contains 10065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982336.000000 Penalty: 116180.585938
Iteration 353Q: 34 clusters Score -1.119823e+08 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 2934 members 
Mstep: Class 3 contains 107382 members 
Mstep: Class 4 contains 3716 members 
Mstep: Class 5 contains 388135 members 
Mstep: Class 6 contains 4472 members 
Mstep: Class 7 contains 5948 members 
Mstep: Class 8 contains 6826 members 
Mstep: Class 9 contains 5231 members 
Mstep: Class 10 contains 30313 members 
Mstep: Class 11 contains 214813 members 
Mstep: Class 12 contains 49750 members 
Mstep: Class 13 contains 154224 members 
Mstep: Class 14 contains 77180 members 
Mstep: Class 15 contains 74557 members 
Mstep: Class 16 contains 88639 members 
Mstep: Class 17 contains 2123 members 
Mstep: Class 18 contains 28288 members 
Mstep: Class 19 contains 4574 members 
Mstep: Class 20 contains 8481 members 
Mstep: Class 21 contains 45320 members 
Mstep: Class 22 contains 27918 members 
Mstep: Class 23 contains 9119 members 
Mstep: Class 24 contains 7585 members 
Mstep: Class 25 contains 24498 members 
Mstep: Class 26 contains 15476 members 
Mstep: Class 27 contains 6081 members 
Mstep: Class 28 contains 7827 members 
Mstep: Class 29 contains 3599 members 
Mstep: Class 30 contains 10006 members 
Mstep: Class 31 contains 24825 members 
Mstep: Class 32 contains 3351 members 
Mstep: Class 33 contains 10066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982368.000000 Penalty: 116180.585938
Iteration 354Q: 34 clusters Score -1.119824e+08 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 2934 members 
Mstep: Class 3 contains 107527 members 
Mstep: Class 4 contains 3716 members 
Mstep: Class 5 contains 388022 members 
Mstep: Class 6 contains 4472 members 
Mstep: Class 7 contains 5945 members 
Mstep: Class 8 contains 6828 members 
Mstep: Class 9 contains 5231 members 
Mstep: Class 10 contains 30313 members 
Mstep: Class 11 contains 214834 members 
Mstep: Class 12 contains 49741 members 
Mstep: Class 13 contains 154223 members 
Mstep: Class 14 contains 77141 members 
Mstep: Class 15 contains 74565 members 
Mstep: Class 16 contains 88634 members 
Mstep: Class 17 contains 2123 members 
Mstep: Class 18 contains 28283 members 
Mstep: Class 19 contains 4572 members 
Mstep: Class 20 contains 8481 members 
Mstep: Class 21 contains 45317 members 
Mstep: Class 22 contains 27923 members 
Mstep: Class 23 contains 9119 members 
Mstep: Class 24 contains 7586 members 
Mstep: Class 25 contains 24497 members 
Mstep: Class 26 contains 15476 members 
Mstep: Class 27 contains 6081 members 
Mstep: Class 28 contains 7827 members 
Mstep: Class 29 contains 3599 members 
Mstep: Class 30 contains 10007 members 
Mstep: Class 31 contains 24823 members 
Mstep: Class 32 contains 3351 members 
Mstep: Class 33 contains 10066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982352.000000 Penalty: 116180.585938
Iteration 355Q: 34 clusters Score -1.119824e+08 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 2934 members 
Mstep: Class 3 contains 107655 members 
Mstep: Class 4 contains 3716 members 
Mstep: Class 5 contains 387909 members 
Mstep: Class 6 contains 4472 members 
Mstep: Class 7 contains 5945 members 
Mstep: Class 8 contains 6827 members 
Mstep: Class 9 contains 5231 members 
Mstep: Class 10 contains 30313 members 
Mstep: Class 11 contains 214857 members 
Mstep: Class 12 contains 49730 members 
Mstep: Class 13 contains 154222 members 
Mstep: Class 14 contains 77116 members 
Mstep: Class 15 contains 74569 members 
Mstep: Class 16 contains 88631 members 
Mstep: Class 17 contains 2123 members 
Mstep: Class 18 contains 28278 members 
Mstep: Class 19 contains 4571 members 
Mstep: Class 20 contains 8481 members 
Mstep: Class 21 contains 45317 members 
Mstep: Class 22 contains 27928 members 
Mstep: Class 23 contains 9119 members 
Mstep: Class 24 contains 7584 members 
Mstep: Class 25 contains 24496 members 
Mstep: Class 26 contains 15476 members 
Mstep: Class 27 contains 6081 members 
Mstep: Class 28 contains 7827 members 
Mstep: Class 29 contains 3600 members 
Mstep: Class 30 contains 10007 members 
Mstep: Class 31 contains 24824 members 
Mstep: Class 32 contains 3351 members 
Mstep: Class 33 contains 10067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982304.000000 Penalty: 116180.585938
Iteration 356Q: 34 clusters Score -1.119823e+08 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 2934 members 
Mstep: Class 3 contains 107775 members 
Mstep: Class 4 contains 3715 members 
Mstep: Class 5 contains 387815 members 
Mstep: Class 6 contains 4472 members 
Mstep: Class 7 contains 5944 members 
Mstep: Class 8 contains 6825 members 
Mstep: Class 9 contains 5231 members 
Mstep: Class 10 contains 30315 members 
Mstep: Class 11 contains 214870 members 
Mstep: Class 12 contains 49723 members 
Mstep: Class 13 contains 154223 members 
Mstep: Class 14 contains 77094 members 
Mstep: Class 15 contains 74568 members 
Mstep: Class 16 contains 88623 members 
Mstep: Class 17 contains 2123 members 
Mstep: Class 18 contains 28275 members 
Mstep: Class 19 contains 4570 members 
Mstep: Class 20 contains 8481 members 
Mstep: Class 21 contains 45316 members 
Mstep: Class 22 contains 27933 members 
Mstep: Class 23 contains 9119 members 
Mstep: Class 24 contains 7584 members 
Mstep: Class 25 contains 24497 members 
Mstep: Class 26 contains 15475 members 
Mstep: Class 27 contains 6081 members 
Mstep: Class 28 contains 7827 members 
Mstep: Class 29 contains 3601 members 
Mstep: Class 30 contains 10006 members 
Mstep: Class 31 contains 24824 members 
Mstep: Class 32 contains 3351 members 
Mstep: Class 33 contains 10067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982304.000000 Penalty: 116180.585938
Iteration 357Q: 34 clusters Score -1.119823e+08 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 2934 members 
Mstep: Class 3 contains 107882 members 
Mstep: Class 4 contains 3716 members 
Mstep: Class 5 contains 387720 members 
Mstep: Class 6 contains 4472 members 
Mstep: Class 7 contains 5944 members 
Mstep: Class 8 contains 6826 members 
Mstep: Class 9 contains 5231 members 
Mstep: Class 10 contains 30316 members 
Mstep: Class 11 contains 214880 members 
Mstep: Class 12 contains 49716 members 
Mstep: Class 13 contains 154223 members 
Mstep: Class 14 contains 77085 members 
Mstep: Class 15 contains 74568 members 
Mstep: Class 16 contains 88617 members 
Mstep: Class 17 contains 2123 members 
Mstep: Class 18 contains 28268 members 
Mstep: Class 19 contains 4569 members 
Mstep: Class 20 contains 8481 members 
Mstep: Class 21 contains 45316 members 
Mstep: Class 22 contains 27936 members 
Mstep: Class 23 contains 9119 members 
Mstep: Class 24 contains 7584 members 
Mstep: Class 25 contains 24499 members 
Mstep: Class 26 contains 15472 members 
Mstep: Class 27 contains 6081 members 
Mstep: Class 28 contains 7827 members 
Mstep: Class 29 contains 3601 members 
Mstep: Class 30 contains 10006 members 
Mstep: Class 31 contains 24828 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 10068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982088.000000 Penalty: 116180.585938
Iteration 358Q: 34 clusters Score -1.119821e+08 nChanged 209
Entering ConstructFrom: 
Score: -111982088.000000 Penalty: 116180.585938
Entering ConstructFrom: 
Trying to split cluster 1 (9822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Entering Unmasked Estep 
Score: -738539.500000 Penalty: 2279.710205
	Iteration 0F: 2 clusters Score -738539.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -730886.375000 Penalty: 4559.420410
	Iteration 0F: 3 clusters Score -730886.4 nChanged 4118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -733247.875000 Penalty: 4559.420410
	Iteration 1F: 3 clusters Score -733247.9 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -733690.000000 Penalty: 4559.420410
	Iteration 2F: 3 clusters Score -733690 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -734143.500000 Penalty: 4559.420410
	Iteration 3F: 3 clusters Score -734143.5 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -734676.250000 Penalty: 4559.420410
	Iteration 4F: 3 clusters Score -734676.2 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -735255.875000 Penalty: 4559.420410
	Iteration 5F: 3 clusters Score -735255.9 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -735778.500000 Penalty: 4559.420410
	Iteration 6F: 3 clusters Score -735778.5 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -736208.312500 Penalty: 4559.420410
	Iteration 7F: 3 clusters Score -736208.3 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -736580.687500 Penalty: 4559.420410
	Iteration 8F: 3 clusters Score -736580.7 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -736915.875000 Penalty: 4559.420410
	Iteration 9Q: 3 clusters Score -736915.9 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -737201.000000 Penalty: 4559.420410
	Iteration 10Q: 3 clusters Score -737201 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -737425.625000 Penalty: 4559.420410
	Iteration 11Q: 3 clusters Score -737425.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -737581.375000 Penalty: 4559.420410
	Iteration 12Q: 3 clusters Score -737581.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -737681.062500 Penalty: 4559.420410
	Iteration 13Q: 3 clusters Score -737681.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -737742.500000 Penalty: 4559.420410
	Iteration 14Q: 3 clusters Score -737742.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -737790.750000 Penalty: 4559.420410
	Iteration 15Q: 3 clusters Score -737790.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -737818.187500 Penalty: 4559.420410
	Iteration 16Q: 3 clusters Score -737818.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -737842.250000 Penalty: 4559.420410
	Iteration 17Q: 3 clusters Score -737842.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -737862.750000 Penalty: 4559.420410
	Iteration 18Q: 3 clusters Score -737862.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -737873.187500 Penalty: 4559.420410
	Iteration 19Q: 3 clusters Score -737873.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -737888.500000 Penalty: 4559.420410
	Iteration 20F: 3 clusters Score -737888.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -737904.625000 Penalty: 4559.420410
	Iteration 21Q: 3 clusters Score -737904.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -737912.187500 Penalty: 4559.420410
	Iteration 22Q: 3 clusters Score -737912.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -737923.125000 Penalty: 4559.420410
	Iteration 23Q: 3 clusters Score -737923.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -737932.750000 Penalty: 4559.420410
	Iteration 24Q: 3 clusters Score -737932.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -737943.250000 Penalty: 4559.420410
	Iteration 25Q: 3 clusters Score -737943.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -737957.375000 Penalty: 4559.420410
	Iteration 26Q: 3 clusters Score -737957.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -737974.750000 Penalty: 4559.420410
	Iteration 27Q: 3 clusters Score -737974.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -737989.312500 Penalty: 4559.420410
	Iteration 28Q: 3 clusters Score -737989.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -738003.125000 Penalty: 4559.420410
	Iteration 29Q: 3 clusters Score -738003.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -738025.812500 Penalty: 4559.420410
	Iteration 30Q: 3 clusters Score -738025.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -738051.562500 Penalty: 4559.420410
	Iteration 31Q: 3 clusters Score -738051.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -738068.125000 Penalty: 4559.420410
	Iteration 32Q: 3 clusters Score -738068.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -738077.312500 Penalty: 4559.420410
	Iteration 33Q: 3 clusters Score -738077.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -738087.625000 Penalty: 4559.420410
	Iteration 34Q: 3 clusters Score -738087.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -738095.750000 Penalty: 4559.420410
	Iteration 35Q: 3 clusters Score -738095.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -738106.125000 Penalty: 4559.420410
	Iteration 36Q: 3 clusters Score -738106.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -738115.000000 Penalty: 4559.420410
	Iteration 37Q: 3 clusters Score -738115 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -738124.375000 Penalty: 4559.420410
	Iteration 38Q: 3 clusters Score -738124.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -738133.437500 Penalty: 4559.420410
	Iteration 39Q: 3 clusters Score -738133.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -738142.000000 Penalty: 4559.420410
	Iteration 40F: 3 clusters Score -738142 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -738149.750000 Penalty: 4559.420410
	Iteration 41Q: 3 clusters Score -738149.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -738156.437500 Penalty: 4559.420410
	Iteration 42Q: 3 clusters Score -738156.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -738165.937500 Penalty: 4559.420410
	Iteration 43Q: 3 clusters Score -738165.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -738169.187500 Penalty: 4559.420410
	Iteration 44Q: 3 clusters Score -738169.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -738175.562500 Penalty: 4559.420410
	Iteration 45Q: 3 clusters Score -738175.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -738178.812500 Penalty: 4559.420410
	Iteration 46Q: 3 clusters Score -738178.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -738182.750000 Penalty: 4559.420410
	Iteration 47Q: 3 clusters Score -738182.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -738187.375000 Penalty: 4559.420410
	Iteration 48Q: 3 clusters Score -738187.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -738191.875000 Penalty: 4559.420410
	Iteration 49Q: 3 clusters Score -738191.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -738196.375000 Penalty: 4559.420410
	Iteration 50Q: 3 clusters Score -738196.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -738202.750000 Penalty: 4559.420410
	Iteration 51Q: 3 clusters Score -738202.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -738204.125000 Penalty: 4559.420410
	Iteration 52Q: 3 clusters Score -738204.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -738206.875000 Penalty: 4559.420410
	Iteration 53Q: 3 clusters Score -738206.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -738207.750000 Penalty: 4559.420410
	Iteration 54Q: 3 clusters Score -738207.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -738210.125000 Penalty: 4559.420410
	Iteration 55Q: 3 clusters Score -738210.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -738210.500000 Penalty: 4559.420410
	Iteration 56Q: 3 clusters Score -738210.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -738211.875000 Penalty: 4559.420410
	Iteration 57Q: 3 clusters Score -738211.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -738215.187500 Penalty: 4559.420410
	Iteration 58Q: 3 clusters Score -738215.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -738215.500000 Penalty: 4559.420410
	Iteration 59Q: 3 clusters Score -738215.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -738216.500000 Penalty: 4559.420410
	Iteration 60F: 3 clusters Score -738216.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -738216.375000 Penalty: 4559.420410
	Iteration 61Q: 3 clusters Score -738216.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -738215.437500 Penalty: 4559.420410
	Iteration 62Q: 3 clusters Score -738215.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -738215.250000 Penalty: 4559.420410
	Iteration 63Q: 3 clusters Score -738215.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -738215.250000 Penalty: 4559.420410
	Iteration 64F: 3 clusters Score -738215.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Entering Unmasked Estep 
Score: -183778.453125 Penalty: 1980.062256
	Iteration 0F: 2 clusters Score -183778.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -180745.562500 Penalty: 3960.124512
	Iteration 0F: 3 clusters Score -180745.6 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -181820.703125 Penalty: 3960.124512
	Iteration 1F: 3 clusters Score -181820.7 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -182439.828125 Penalty: 3960.124512
	Iteration 2F: 3 clusters Score -182439.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -182865.171875 Penalty: 3960.124512
	Iteration 3F: 3 clusters Score -182865.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -183085.640625 Penalty: 3960.124512
	Iteration 4F: 3 clusters Score -183085.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -183196.546875 Penalty: 3960.124512
	Iteration 5Q: 3 clusters Score -183196.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -183304.187500 Penalty: 3960.124512
	Iteration 6Q: 3 clusters Score -183304.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -183375.578125 Penalty: 3960.124512
	Iteration 7Q: 3 clusters Score -183375.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -183431.281250 Penalty: 3960.124512
	Iteration 8Q: 3 clusters Score -183431.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -183486.046875 Penalty: 3960.124512
	Iteration 9Q: 3 clusters Score -183486 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -183537.750000 Penalty: 3960.124512
	Iteration 10Q: 3 clusters Score -183537.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -183581.015625 Penalty: 3960.124512
	Iteration 11Q: 3 clusters Score -183581 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -183608.406250 Penalty: 3960.124512
	Iteration 12Q: 3 clusters Score -183608.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -183631.796875 Penalty: 3960.124512
	Iteration 13Q: 3 clusters Score -183631.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -183642.156250 Penalty: 3960.124512
	Iteration 14Q: 3 clusters Score -183642.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -183649.453125 Penalty: 3960.124512
	Iteration 15Q: 3 clusters Score -183649.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -183656.234375 Penalty: 3960.124512
	Iteration 16Q: 3 clusters Score -183656.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -183662.484375 Penalty: 3960.124512
	Iteration 17Q: 3 clusters Score -183662.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -183667.484375 Penalty: 3960.124512
	Iteration 18Q: 3 clusters Score -183667.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -183672.593750 Penalty: 3960.124512
	Iteration 19Q: 3 clusters Score -183672.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -183673.625000 Penalty: 3960.124512
	Iteration 20F: 3 clusters Score -183673.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -183674.593750 Penalty: 3960.124512
	Iteration 21Q: 3 clusters Score -183674.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -183674.593750 Penalty: 3960.124512
	Iteration 22F: 3 clusters Score -183674.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (107962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107962 members 
Entering Unmasked Estep 
Score: -8675575.000000 Penalty: 2874.204590
	Iteration 0F: 2 clusters Score -8675575 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54160 members 
Mstep: Class 2 contains 53802 members 
Entering Unmasked Estep 
Score: -8603201.000000 Penalty: 5748.409180
	Iteration 0F: 3 clusters Score -8603201 nChanged 51264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57298 members 
Mstep: Class 2 contains 50664 members 
Entering Unmasked Estep 
Score: -8632690.000000 Penalty: 5748.409180
	Iteration 1F: 3 clusters Score -8632690 nChanged 3994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59406 members 
Mstep: Class 2 contains 48556 members 
Entering Unmasked Estep 
Score: -8633863.000000 Penalty: 5748.409180
	Iteration 2Q: 3 clusters Score -8633863 nChanged 4457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62543 members 
Mstep: Class 2 contains 45419 members 
Entering Unmasked Estep 
Score: -8635758.000000 Penalty: 5748.409180
	Iteration 3Q: 3 clusters Score -8635758 nChanged 5538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67119 members 
Mstep: Class 2 contains 40843 members 
Entering Unmasked Estep 
Score: -8638750.000000 Penalty: 5748.409180
	Iteration 4F: 3 clusters Score -8638750 nChanged 6896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73309 members 
Mstep: Class 2 contains 34653 members 
Entering Unmasked Estep 
Score: -8643387.000000 Penalty: 5748.409180
	Iteration 5F: 3 clusters Score -8643387 nChanged 7942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80683 members 
Mstep: Class 2 contains 27279 members 
Entering Unmasked Estep 
Score: -8649879.000000 Penalty: 5748.409180
	Iteration 6F: 3 clusters Score -8649879 nChanged 8028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88289 members 
Mstep: Class 2 contains 19673 members 
Entering Unmasked Estep 
Score: -8657118.000000 Penalty: 5748.409180
	Iteration 7F: 3 clusters Score -8657118 nChanged 6559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94562 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -8663279.000000 Penalty: 5748.409180
	Iteration 8F: 3 clusters Score -8663279 nChanged 4565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98913 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -8667332.000000 Penalty: 5748.409180
	Iteration 9Q: 3 clusters Score -8667332 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101537 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -8669702.000000 Penalty: 5748.409180
	Iteration 10Q: 3 clusters Score -8669702 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103112 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -8670949.000000 Penalty: 5748.409180
	Iteration 11Q: 3 clusters Score -8670949 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104090 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -8671577.000000 Penalty: 5748.409180
	Iteration 12Q: 3 clusters Score -8671577 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104755 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -8671983.000000 Penalty: 5748.409180
	Iteration 13Q: 3 clusters Score -8671983 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105245 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -8672279.000000 Penalty: 5748.409180
	Iteration 14Q: 3 clusters Score -8672279 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105608 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -8672478.000000 Penalty: 5748.409180
	Iteration 15Q: 3 clusters Score -8672478 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105889 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -8672615.000000 Penalty: 5748.409180
	Iteration 16Q: 3 clusters Score -8672615 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106119 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -8672778.000000 Penalty: 5748.409180
	Iteration 17Q: 3 clusters Score -8672778 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106309 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -8672947.000000 Penalty: 5748.409180
	Iteration 18Q: 3 clusters Score -8672947 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106450 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -8673043.000000 Penalty: 5748.409180
	Iteration 19Q: 3 clusters Score -8673043 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106547 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -8673097.000000 Penalty: 5748.409180
	Iteration 20F: 3 clusters Score -8673097 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106633 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -8673157.000000 Penalty: 5748.409180
	Iteration 21Q: 3 clusters Score -8673157 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106686 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -8673191.000000 Penalty: 5748.409180
	Iteration 22Q: 3 clusters Score -8673191 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106727 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -8673236.000000 Penalty: 5748.409180
	Iteration 23Q: 3 clusters Score -8673236 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106770 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -8673263.000000 Penalty: 5748.409180
	Iteration 24Q: 3 clusters Score -8673263 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106805 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -8673281.000000 Penalty: 5748.409180
	Iteration 25Q: 3 clusters Score -8673281 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106825 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -8673330.000000 Penalty: 5748.409180
	Iteration 26Q: 3 clusters Score -8673330 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106844 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -8673358.000000 Penalty: 5748.409180
	Iteration 27Q: 3 clusters Score -8673358 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106860 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -8673388.000000 Penalty: 5748.409180
	Iteration 28Q: 3 clusters Score -8673388 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106881 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -8673404.000000 Penalty: 5748.409180
	Iteration 29Q: 3 clusters Score -8673404 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106903 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -8673427.000000 Penalty: 5748.409180
	Iteration 30Q: 3 clusters Score -8673427 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106927 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -8673469.000000 Penalty: 5748.409180
	Iteration 31Q: 3 clusters Score -8673469 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106955 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -8673509.000000 Penalty: 5748.409180
	Iteration 32Q: 3 clusters Score -8673509 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106971 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -8673547.000000 Penalty: 5748.409180
	Iteration 33Q: 3 clusters Score -8673547 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106985 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -8673627.000000 Penalty: 5748.409180
	Iteration 34Q: 3 clusters Score -8673627 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106991 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -8673682.000000 Penalty: 5748.409180
	Iteration 35Q: 3 clusters Score -8673682 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106994 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -8673731.000000 Penalty: 5748.409180
	Iteration 36Q: 3 clusters Score -8673731 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106987 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -8673761.000000 Penalty: 5748.409180
	Iteration 37Q: 3 clusters Score -8673761 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106967 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -8673784.000000 Penalty: 5748.409180
	Iteration 38Q: 3 clusters Score -8673784 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106943 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -8673804.000000 Penalty: 5748.409180
	Iteration 39Q: 3 clusters Score -8673804 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106909 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -8673842.000000 Penalty: 5748.409180
	Iteration 40F: 3 clusters Score -8673842 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106873 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -8673846.000000 Penalty: 5748.409180
	Iteration 41Q: 3 clusters Score -8673846 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106841 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -8673861.000000 Penalty: 5748.409180
	Iteration 42Q: 3 clusters Score -8673861 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106817 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -8673876.000000 Penalty: 5748.409180
	Iteration 43Q: 3 clusters Score -8673876 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106789 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -8673897.000000 Penalty: 5748.409180
	Iteration 44Q: 3 clusters Score -8673897 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106769 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -8673915.000000 Penalty: 5748.409180
	Iteration 45Q: 3 clusters Score -8673915 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106737 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -8673955.000000 Penalty: 5748.409180
	Iteration 46Q: 3 clusters Score -8673955 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106699 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -8673967.000000 Penalty: 5748.409180
	Iteration 47Q: 3 clusters Score -8673967 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106669 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -8673986.000000 Penalty: 5748.409180
	Iteration 48Q: 3 clusters Score -8673986 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106627 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -8674003.000000 Penalty: 5748.409180
	Iteration 49Q: 3 clusters Score -8674003 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106589 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -8674035.000000 Penalty: 5748.409180
	Iteration 50Q: 3 clusters Score -8674035 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106539 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -8674058.000000 Penalty: 5748.409180
	Iteration 51Q: 3 clusters Score -8674058 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106482 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -8674102.000000 Penalty: 5748.409180
	Iteration 52Q: 3 clusters Score -8674102 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106425 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -8674132.000000 Penalty: 5748.409180
	Iteration 53Q: 3 clusters Score -8674132 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106381 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -8674141.000000 Penalty: 5748.409180
	Iteration 54Q: 3 clusters Score -8674141 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106335 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -8674170.000000 Penalty: 5748.409180
	Iteration 55Q: 3 clusters Score -8674170 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106289 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -8674185.000000 Penalty: 5748.409180
	Iteration 56Q: 3 clusters Score -8674185 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106247 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -8674211.000000 Penalty: 5748.409180
	Iteration 57Q: 3 clusters Score -8674211 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106203 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -8674233.000000 Penalty: 5748.409180
	Iteration 58Q: 3 clusters Score -8674233 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106146 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -8674261.000000 Penalty: 5748.409180
	Iteration 59Q: 3 clusters Score -8674261 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106099 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -8674284.000000 Penalty: 5748.409180
	Iteration 60F: 3 clusters Score -8674284 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106042 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -8674318.000000 Penalty: 5748.409180
	Iteration 61Q: 3 clusters Score -8674318 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105980 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -8674336.000000 Penalty: 5748.409180
	Iteration 62Q: 3 clusters Score -8674336 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105925 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -8674359.000000 Penalty: 5748.409180
	Iteration 63Q: 3 clusters Score -8674359 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105870 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -8674391.000000 Penalty: 5748.409180
	Iteration 64Q: 3 clusters Score -8674391 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105800 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -8674424.000000 Penalty: 5748.409180
	Iteration 65Q: 3 clusters Score -8674424 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105722 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -8674455.000000 Penalty: 5748.409180
	Iteration 66Q: 3 clusters Score -8674455 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105636 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -8674479.000000 Penalty: 5748.409180
	Iteration 67Q: 3 clusters Score -8674479 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105570 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -8674497.000000 Penalty: 5748.409180
	Iteration 68Q: 3 clusters Score -8674497 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105515 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -8674512.000000 Penalty: 5748.409180
	Iteration 69Q: 3 clusters Score -8674512 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105470 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -8674527.000000 Penalty: 5748.409180
	Iteration 70Q: 3 clusters Score -8674527 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105429 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -8674528.000000 Penalty: 5748.409180
	Iteration 71Q: 3 clusters Score -8674528 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105381 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -8674539.000000 Penalty: 5748.409180
	Iteration 72Q: 3 clusters Score -8674539 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105340 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -8674550.000000 Penalty: 5748.409180
	Iteration 73Q: 3 clusters Score -8674550 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105303 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -8674563.000000 Penalty: 5748.409180
	Iteration 74Q: 3 clusters Score -8674563 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105258 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -8674564.000000 Penalty: 5748.409180
	Iteration 75Q: 3 clusters Score -8674564 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105218 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -8674571.000000 Penalty: 5748.409180
	Iteration 76Q: 3 clusters Score -8674571 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105175 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -8674589.000000 Penalty: 5748.409180
	Iteration 77Q: 3 clusters Score -8674589 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105139 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -8674611.000000 Penalty: 5748.409180
	Iteration 78Q: 3 clusters Score -8674611 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105104 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -8674615.000000 Penalty: 5748.409180
	Iteration 79Q: 3 clusters Score -8674615 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105071 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -8674620.000000 Penalty: 5748.409180
	Iteration 80F: 3 clusters Score -8674620 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105035 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -8674621.000000 Penalty: 5748.409180
	Iteration 81Q: 3 clusters Score -8674621 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105003 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -8674602.000000 Penalty: 5748.409180
	Iteration 82Q: 3 clusters Score -8674602 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104975 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -8674610.000000 Penalty: 5748.409180
	Iteration 83Q: 3 clusters Score -8674610 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104947 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -8674606.000000 Penalty: 5748.409180
	Iteration 84Q: 3 clusters Score -8674606 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104925 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -8674613.000000 Penalty: 5748.409180
	Iteration 85Q: 3 clusters Score -8674613 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104909 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -8674613.000000 Penalty: 5748.409180
	Iteration 86Q: 3 clusters Score -8674613 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104894 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -8674628.000000 Penalty: 5748.409180
	Iteration 87Q: 3 clusters Score -8674628 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104875 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -8674625.000000 Penalty: 5748.409180
	Iteration 88Q: 3 clusters Score -8674625 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104856 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -8674625.000000 Penalty: 5748.409180
	Iteration 89Q: 3 clusters Score -8674625 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104844 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -8674623.000000 Penalty: 5748.409180
	Iteration 90Q: 3 clusters Score -8674623 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104837 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -8674632.000000 Penalty: 5748.409180
	Iteration 91Q: 3 clusters Score -8674632 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104825 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -8674626.000000 Penalty: 5748.409180
	Iteration 92Q: 3 clusters Score -8674626 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104816 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -8674625.000000 Penalty: 5748.409180
	Iteration 93Q: 3 clusters Score -8674625 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104807 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -8674628.000000 Penalty: 5748.409180
	Iteration 94Q: 3 clusters Score -8674628 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104796 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -8674624.000000 Penalty: 5748.409180
	Iteration 95Q: 3 clusters Score -8674624 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104786 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -8674636.000000 Penalty: 5748.409180
	Iteration 96Q: 3 clusters Score -8674636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104778 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -8674637.000000 Penalty: 5748.409180
	Iteration 97Q: 3 clusters Score -8674637 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104772 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -8674640.000000 Penalty: 5748.409180
	Iteration 98Q: 3 clusters Score -8674640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104762 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -8674647.000000 Penalty: 5748.409180
	Iteration 99Q: 3 clusters Score -8674647 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104752 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -8674647.000000 Penalty: 5748.409180
	Iteration 100F: 3 clusters Score -8674647 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104738 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -8674641.000000 Penalty: 5748.409180
	Iteration 101Q: 3 clusters Score -8674641 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104724 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -8674645.000000 Penalty: 5748.409180
	Iteration 102Q: 3 clusters Score -8674645 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104709 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -8674643.000000 Penalty: 5748.409180
	Iteration 103Q: 3 clusters Score -8674643 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104690 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -8674649.000000 Penalty: 5748.409180
	Iteration 104Q: 3 clusters Score -8674649 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104664 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -8674638.000000 Penalty: 5748.409180
	Iteration 105Q: 3 clusters Score -8674638 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104654 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -8674640.000000 Penalty: 5748.409180
	Iteration 106Q: 3 clusters Score -8674640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104644 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -8674642.000000 Penalty: 5748.409180
	Iteration 107Q: 3 clusters Score -8674642 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104631 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -8674646.000000 Penalty: 5748.409180
	Iteration 108Q: 3 clusters Score -8674646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104625 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -8674650.000000 Penalty: 5748.409180
	Iteration 109Q: 3 clusters Score -8674650 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104618 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -8674644.000000 Penalty: 5748.409180
	Iteration 110Q: 3 clusters Score -8674644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104611 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -8674637.000000 Penalty: 5748.409180
	Iteration 111Q: 3 clusters Score -8674637 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104602 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -8674637.000000 Penalty: 5748.409180
	Iteration 112Q: 3 clusters Score -8674637 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104591 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -8674639.000000 Penalty: 5748.409180
	Iteration 113Q: 3 clusters Score -8674639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104587 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -8674636.000000 Penalty: 5748.409180
	Iteration 114Q: 3 clusters Score -8674636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104584 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -8674637.000000 Penalty: 5748.409180
	Iteration 115Q: 3 clusters Score -8674637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104581 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -8674643.000000 Penalty: 5748.409180
	Iteration 116Q: 3 clusters Score -8674643 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104575 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -8674643.000000 Penalty: 5748.409180
	Iteration 117Q: 3 clusters Score -8674643 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104570 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -8674639.000000 Penalty: 5748.409180
	Iteration 118Q: 3 clusters Score -8674639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104568 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -8674644.000000 Penalty: 5748.409180
	Iteration 119Q: 3 clusters Score -8674644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104568 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -8674644.000000 Penalty: 5748.409180
	Iteration 120F: 3 clusters Score -8674644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Entering Unmasked Estep 
Score: -248008.062500 Penalty: 2038.659912
	Iteration 0F: 2 clusters Score -248008.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -244352.750000 Penalty: 4077.319824
	Iteration 0F: 3 clusters Score -244352.8 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -245376.015625 Penalty: 4077.319824
	Iteration 1F: 3 clusters Score -245376 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -245636.562500 Penalty: 4077.319824
	Iteration 2F: 3 clusters Score -245636.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -245830.375000 Penalty: 4077.319824
	Iteration 3F: 3 clusters Score -245830.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -246002.500000 Penalty: 4077.319824
	Iteration 4Q: 3 clusters Score -246002.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -246153.281250 Penalty: 4077.319824
	Iteration 5Q: 3 clusters Score -246153.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -246271.015625 Penalty: 4077.319824
	Iteration 6Q: 3 clusters Score -246271 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -246363.296875 Penalty: 4077.319824
	Iteration 7Q: 3 clusters Score -246363.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -246437.734375 Penalty: 4077.319824
	Iteration 8Q: 3 clusters Score -246437.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -246485.843750 Penalty: 4077.319824
	Iteration 9Q: 3 clusters Score -246485.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -246516.359375 Penalty: 4077.319824
	Iteration 10Q: 3 clusters Score -246516.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -246538.656250 Penalty: 4077.319824
	Iteration 11Q: 3 clusters Score -246538.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -246551.718750 Penalty: 4077.319824
	Iteration 12Q: 3 clusters Score -246551.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -246565.796875 Penalty: 4077.319824
	Iteration 13Q: 3 clusters Score -246565.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -246571.875000 Penalty: 4077.319824
	Iteration 14Q: 3 clusters Score -246571.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -246575.875000 Penalty: 4077.319824
	Iteration 15Q: 3 clusters Score -246575.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -246578.062500 Penalty: 4077.319824
	Iteration 16Q: 3 clusters Score -246578.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -246579.125000 Penalty: 4077.319824
	Iteration 17Q: 3 clusters Score -246579.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -246580.765625 Penalty: 4077.319824
	Iteration 18Q: 3 clusters Score -246580.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -246582.906250 Penalty: 4077.319824
	Iteration 19Q: 3 clusters Score -246582.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -246583.375000 Penalty: 4077.319824
	Iteration 20F: 3 clusters Score -246583.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -246584.328125 Penalty: 4077.319824
	Iteration 21Q: 3 clusters Score -246584.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -246585.125000 Penalty: 4077.319824
	Iteration 22Q: 3 clusters Score -246585.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -246585.515625 Penalty: 4077.319824
	Iteration 23Q: 3 clusters Score -246585.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -246585.796875 Penalty: 4077.319824
	Iteration 24Q: 3 clusters Score -246585.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -246585.796875 Penalty: 4077.319824
	Iteration 25F: 3 clusters Score -246585.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (387648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387648 members 
Entering Unmasked Estep 
Score: -30734818.000000 Penalty: 3191.227539
	Iteration 0F: 2 clusters Score -3.073482e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193992 members 
Mstep: Class 2 contains 193656 members 
Entering Unmasked Estep 
Score: -30473264.000000 Penalty: 6382.455078
	Iteration 0F: 3 clusters Score -3.047326e+07 nChanged 188782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196384 members 
Mstep: Class 2 contains 191264 members 
Entering Unmasked Estep 
Score: -30585206.000000 Penalty: 6382.455078
	Iteration 1F: 3 clusters Score -3.058521e+07 nChanged 8224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198366 members 
Mstep: Class 2 contains 189282 members 
Entering Unmasked Estep 
Score: -30586464.000000 Penalty: 6382.455078
	Iteration 2Q: 3 clusters Score -3.058646e+07 nChanged 8286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201512 members 
Mstep: Class 2 contains 186136 members 
Entering Unmasked Estep 
Score: -30587626.000000 Penalty: 6382.455078
	Iteration 3Q: 3 clusters Score -3.058763e+07 nChanged 9256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206606 members 
Mstep: Class 2 contains 181042 members 
Entering Unmasked Estep 
Score: -30589904.000000 Penalty: 6382.455078
	Iteration 4Q: 3 clusters Score -3.05899e+07 nChanged 11075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214615 members 
Mstep: Class 2 contains 173033 members 
Entering Unmasked Estep 
Score: -30592630.000000 Penalty: 6382.455078
	Iteration 5Q: 3 clusters Score -3.059263e+07 nChanged 14499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227068 members 
Mstep: Class 2 contains 160580 members 
Entering Unmasked Estep 
Score: -30598180.000000 Penalty: 6382.455078
	Iteration 6Q: 3 clusters Score -3.059818e+07 nChanged 19768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245552 members 
Mstep: Class 2 contains 142096 members 
Entering Unmasked Estep 
Score: -30608472.000000 Penalty: 6382.455078
	Iteration 7F: 3 clusters Score -3.060847e+07 nChanged 27095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271841 members 
Mstep: Class 2 contains 115807 members 
Entering Unmasked Estep 
Score: -30627188.000000 Penalty: 6382.455078
	Iteration 8F: 3 clusters Score -3.062719e+07 nChanged 32936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304209 members 
Mstep: Class 2 contains 83439 members 
Entering Unmasked Estep 
Score: -30655646.000000 Penalty: 6382.455078
	Iteration 9F: 3 clusters Score -3.065565e+07 nChanged 32207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335994 members 
Mstep: Class 2 contains 51654 members 
Entering Unmasked Estep 
Score: -30686456.000000 Penalty: 6382.455078
	Iteration 10F: 3 clusters Score -3.068646e+07 nChanged 23450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359222 members 
Mstep: Class 2 contains 28426 members 
Entering Unmasked Estep 
Score: -30709612.000000 Penalty: 6382.455078
	Iteration 11F: 3 clusters Score -3.070961e+07 nChanged 13524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372610 members 
Mstep: Class 2 contains 15038 members 
Entering Unmasked Estep 
Score: -30722088.000000 Penalty: 6382.455078
	Iteration 12Q: 3 clusters Score -3.072209e+07 nChanged 6725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379241 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -30728072.000000 Penalty: 6382.455078
	Iteration 13Q: 3 clusters Score -3.072807e+07 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382258 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -30730376.000000 Penalty: 6382.455078
	Iteration 14Q: 3 clusters Score -3.073038e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383694 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -30731606.000000 Penalty: 6382.455078
	Iteration 15Q: 3 clusters Score -3.073161e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384422 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -30732204.000000 Penalty: 6382.455078
	Iteration 16Q: 3 clusters Score -3.07322e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384841 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -30732716.000000 Penalty: 6382.455078
	Iteration 17Q: 3 clusters Score -3.073272e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385074 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -30733098.000000 Penalty: 6382.455078
	Iteration 18Q: 3 clusters Score -3.07331e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385208 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -30733460.000000 Penalty: 6382.455078
	Iteration 19Q: 3 clusters Score -3.073346e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385247 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -30733652.000000 Penalty: 6382.455078
	Iteration 20F: 3 clusters Score -3.073365e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385249 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -30733758.000000 Penalty: 6382.455078
	Iteration 21Q: 3 clusters Score -3.073376e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385237 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -30733810.000000 Penalty: 6382.455078
	Iteration 22Q: 3 clusters Score -3.073381e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385217 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -30733824.000000 Penalty: 6382.455078
	Iteration 23Q: 3 clusters Score -3.073382e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385181 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -30733880.000000 Penalty: 6382.455078
	Iteration 24Q: 3 clusters Score -3.073388e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385161 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -30733838.000000 Penalty: 6382.455078
	Iteration 25Q: 3 clusters Score -3.073384e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385145 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -30733868.000000 Penalty: 6382.455078
	Iteration 26Q: 3 clusters Score -3.073387e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385134 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -30733878.000000 Penalty: 6382.455078
	Iteration 27Q: 3 clusters Score -3.073388e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385116 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -30733876.000000 Penalty: 6382.455078
	Iteration 28Q: 3 clusters Score -3.073388e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385104 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -30733874.000000 Penalty: 6382.455078
	Iteration 29Q: 3 clusters Score -3.073387e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385088 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -30733862.000000 Penalty: 6382.455078
	Iteration 30Q: 3 clusters Score -3.073386e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385062 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -30733876.000000 Penalty: 6382.455078
	Iteration 31Q: 3 clusters Score -3.073388e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385044 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -30733924.000000 Penalty: 6382.455078
	Iteration 32Q: 3 clusters Score -3.073392e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385024 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -30733926.000000 Penalty: 6382.455078
	Iteration 33Q: 3 clusters Score -3.073393e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385011 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -30733944.000000 Penalty: 6382.455078
	Iteration 34Q: 3 clusters Score -3.073394e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385000 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -30733938.000000 Penalty: 6382.455078
	Iteration 35Q: 3 clusters Score -3.073394e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384990 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -30733948.000000 Penalty: 6382.455078
	Iteration 36Q: 3 clusters Score -3.073395e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384984 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -30733916.000000 Penalty: 6382.455078
	Iteration 37Q: 3 clusters Score -3.073392e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384980 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -30733912.000000 Penalty: 6382.455078
	Iteration 38Q: 3 clusters Score -3.073391e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384979 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -30733912.000000 Penalty: 6382.455078
	Iteration 39Q: 3 clusters Score -3.073391e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384980 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -30733914.000000 Penalty: 6382.455078
	Iteration 40F: 3 clusters Score -3.073391e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384977 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -30733934.000000 Penalty: 6382.455078
	Iteration 41Q: 3 clusters Score -3.073393e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384974 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -30733928.000000 Penalty: 6382.455078
	Iteration 42Q: 3 clusters Score -3.073393e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384973 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -30733906.000000 Penalty: 6382.455078
	Iteration 43Q: 3 clusters Score -3.073391e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384967 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -30733916.000000 Penalty: 6382.455078
	Iteration 44Q: 3 clusters Score -3.073392e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384966 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -30733894.000000 Penalty: 6382.455078
	Iteration 45Q: 3 clusters Score -3.073389e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384963 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -30733870.000000 Penalty: 6382.455078
	Iteration 46Q: 3 clusters Score -3.073387e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384963 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -30733890.000000 Penalty: 6382.455078
	Iteration 47Q: 3 clusters Score -3.073389e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384962 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -30733874.000000 Penalty: 6382.455078
	Iteration 48Q: 3 clusters Score -3.073387e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384961 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -30733884.000000 Penalty: 6382.455078
	Iteration 49Q: 3 clusters Score -3.073388e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384961 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -30733884.000000 Penalty: 6382.455078
	Iteration 50F: 3 clusters Score -3.073388e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Entering Unmasked Estep 
Score: -344938.062500 Penalty: 2084.641846
	Iteration 0F: 2 clusters Score -344938.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -340787.375000 Penalty: 4169.283691
	Iteration 0F: 3 clusters Score -340787.4 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -341726.687500 Penalty: 4169.283691
	Iteration 1F: 3 clusters Score -341726.7 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -341988.750000 Penalty: 4169.283691
	Iteration 2F: 3 clusters Score -341988.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -342207.781250 Penalty: 4169.283691
	Iteration 3F: 3 clusters Score -342207.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -342423.718750 Penalty: 4169.283691
	Iteration 4F: 3 clusters Score -342423.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -342611.937500 Penalty: 4169.283691
	Iteration 5F: 3 clusters Score -342611.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -342748.593750 Penalty: 4169.283691
	Iteration 6Q: 3 clusters Score -342748.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -342853.906250 Penalty: 4169.283691
	Iteration 7Q: 3 clusters Score -342853.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -342953.781250 Penalty: 4169.283691
	Iteration 8Q: 3 clusters Score -342953.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -343056.656250 Penalty: 4169.283691
	Iteration 9Q: 3 clusters Score -343056.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -343138.562500 Penalty: 4169.283691
	Iteration 10Q: 3 clusters Score -343138.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -343203.000000 Penalty: 4169.283691
	Iteration 11Q: 3 clusters Score -343203 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -343278.062500 Penalty: 4169.283691
	Iteration 12Q: 3 clusters Score -343278.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -343354.125000 Penalty: 4169.283691
	Iteration 13Q: 3 clusters Score -343354.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -343420.437500 Penalty: 4169.283691
	Iteration 14Q: 3 clusters Score -343420.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -343476.031250 Penalty: 4169.283691
	Iteration 15Q: 3 clusters Score -343476 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -343519.750000 Penalty: 4169.283691
	Iteration 16Q: 3 clusters Score -343519.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -343553.375000 Penalty: 4169.283691
	Iteration 17Q: 3 clusters Score -343553.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -343577.218750 Penalty: 4169.283691
	Iteration 18Q: 3 clusters Score -343577.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -343600.312500 Penalty: 4169.283691
	Iteration 19Q: 3 clusters Score -343600.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -343626.687500 Penalty: 4169.283691
	Iteration 20F: 3 clusters Score -343626.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -343647.531250 Penalty: 4169.283691
	Iteration 21Q: 3 clusters Score -343647.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -343664.781250 Penalty: 4169.283691
	Iteration 22Q: 3 clusters Score -343664.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -343682.718750 Penalty: 4169.283691
	Iteration 23Q: 3 clusters Score -343682.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -343705.062500 Penalty: 4169.283691
	Iteration 24Q: 3 clusters Score -343705.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -343731.218750 Penalty: 4169.283691
	Iteration 25Q: 3 clusters Score -343731.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -343751.562500 Penalty: 4169.283691
	Iteration 26Q: 3 clusters Score -343751.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -343772.187500 Penalty: 4169.283691
	Iteration 27Q: 3 clusters Score -343772.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -343784.562500 Penalty: 4169.283691
	Iteration 28Q: 3 clusters Score -343784.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -343793.562500 Penalty: 4169.283691
	Iteration 29Q: 3 clusters Score -343793.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -343798.468750 Penalty: 4169.283691
	Iteration 30Q: 3 clusters Score -343798.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -343803.968750 Penalty: 4169.283691
	Iteration 31Q: 3 clusters Score -343804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -343807.843750 Penalty: 4169.283691
	Iteration 32Q: 3 clusters Score -343807.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -343812.593750 Penalty: 4169.283691
	Iteration 33Q: 3 clusters Score -343812.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -343815.593750 Penalty: 4169.283691
	Iteration 34Q: 3 clusters Score -343815.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -343820.531250 Penalty: 4169.283691
	Iteration 35Q: 3 clusters Score -343820.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -343823.187500 Penalty: 4169.283691
	Iteration 36Q: 3 clusters Score -343823.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -343827.312500 Penalty: 4169.283691
	Iteration 37Q: 3 clusters Score -343827.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -343830.218750 Penalty: 4169.283691
	Iteration 38Q: 3 clusters Score -343830.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -343831.812500 Penalty: 4169.283691
	Iteration 39Q: 3 clusters Score -343831.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -343833.593750 Penalty: 4169.283691
	Iteration 40F: 3 clusters Score -343833.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Entering Unmasked Estep 
Score: -465659.406250 Penalty: 2155.154297
	Iteration 0F: 2 clusters Score -465659.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -460559.843750 Penalty: 4310.308594
	Iteration 0F: 3 clusters Score -460559.8 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -461829.250000 Penalty: 4310.308594
	Iteration 1F: 3 clusters Score -461829.2 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -462079.250000 Penalty: 4310.308594
	Iteration 2F: 3 clusters Score -462079.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -462222.218750 Penalty: 4310.308594
	Iteration 3F: 3 clusters Score -462222.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -462307.500000 Penalty: 4310.308594
	Iteration 4Q: 3 clusters Score -462307.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -462376.656250 Penalty: 4310.308594
	Iteration 5Q: 3 clusters Score -462376.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -462438.562500 Penalty: 4310.308594
	Iteration 6Q: 3 clusters Score -462438.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -462481.968750 Penalty: 4310.308594
	Iteration 7Q: 3 clusters Score -462482 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -462520.750000 Penalty: 4310.308594
	Iteration 8Q: 3 clusters Score -462520.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -462553.937500 Penalty: 4310.308594
	Iteration 9Q: 3 clusters Score -462553.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -462580.468750 Penalty: 4310.308594
	Iteration 10Q: 3 clusters Score -462580.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -462609.531250 Penalty: 4310.308594
	Iteration 11Q: 3 clusters Score -462609.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -462647.718750 Penalty: 4310.308594
	Iteration 12Q: 3 clusters Score -462647.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -462690.000000 Penalty: 4310.308594
	Iteration 13Q: 3 clusters Score -462690 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -462737.031250 Penalty: 4310.308594
	Iteration 14Q: 3 clusters Score -462737 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -462789.187500 Penalty: 4310.308594
	Iteration 15Q: 3 clusters Score -462789.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -462830.093750 Penalty: 4310.308594
	Iteration 16Q: 3 clusters Score -462830.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -462881.500000 Penalty: 4310.308594
	Iteration 17Q: 3 clusters Score -462881.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -462936.218750 Penalty: 4310.308594
	Iteration 18Q: 3 clusters Score -462936.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -462983.968750 Penalty: 4310.308594
	Iteration 19Q: 3 clusters Score -462984 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -463040.531250 Penalty: 4310.308594
	Iteration 20F: 3 clusters Score -463040.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -463104.093750 Penalty: 4310.308594
	Iteration 21Q: 3 clusters Score -463104.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -463165.906250 Penalty: 4310.308594
	Iteration 22Q: 3 clusters Score -463165.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -463224.593750 Penalty: 4310.308594
	Iteration 23Q: 3 clusters Score -463224.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -463280.812500 Penalty: 4310.308594
	Iteration 24Q: 3 clusters Score -463280.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -463320.250000 Penalty: 4310.308594
	Iteration 25Q: 3 clusters Score -463320.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -463360.437500 Penalty: 4310.308594
	Iteration 26Q: 3 clusters Score -463360.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -463394.406250 Penalty: 4310.308594
	Iteration 27Q: 3 clusters Score -463394.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -463422.906250 Penalty: 4310.308594
	Iteration 28Q: 3 clusters Score -463422.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -463448.187500 Penalty: 4310.308594
	Iteration 29Q: 3 clusters Score -463448.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -463480.812500 Penalty: 4310.308594
	Iteration 30Q: 3 clusters Score -463480.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -463501.968750 Penalty: 4310.308594
	Iteration 31Q: 3 clusters Score -463502 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -463523.562500 Penalty: 4310.308594
	Iteration 32Q: 3 clusters Score -463523.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -463546.500000 Penalty: 4310.308594
	Iteration 33Q: 3 clusters Score -463546.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -463571.718750 Penalty: 4310.308594
	Iteration 34Q: 3 clusters Score -463571.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -463593.000000 Penalty: 4310.308594
	Iteration 35Q: 3 clusters Score -463593 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -463616.937500 Penalty: 4310.308594
	Iteration 36Q: 3 clusters Score -463616.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -463648.125000 Penalty: 4310.308594
	Iteration 37Q: 3 clusters Score -463648.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -463672.656250 Penalty: 4310.308594
	Iteration 38Q: 3 clusters Score -463672.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -463687.375000 Penalty: 4310.308594
	Iteration 39Q: 3 clusters Score -463687.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -463699.406250 Penalty: 4310.308594
	Iteration 40F: 3 clusters Score -463699.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -463710.187500 Penalty: 4310.308594
	Iteration 41Q: 3 clusters Score -463710.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -463719.281250 Penalty: 4310.308594
	Iteration 42Q: 3 clusters Score -463719.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -463727.312500 Penalty: 4310.308594
	Iteration 43Q: 3 clusters Score -463727.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -463732.750000 Penalty: 4310.308594
	Iteration 44Q: 3 clusters Score -463732.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -463744.218750 Penalty: 4310.308594
	Iteration 45Q: 3 clusters Score -463744.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -463753.968750 Penalty: 4310.308594
	Iteration 46Q: 3 clusters Score -463754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -463756.281250 Penalty: 4310.308594
	Iteration 47Q: 3 clusters Score -463756.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -463759.968750 Penalty: 4310.308594
	Iteration 48Q: 3 clusters Score -463760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -463761.281250 Penalty: 4310.308594
	Iteration 49Q: 3 clusters Score -463761.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -463763.593750 Penalty: 4310.308594
	Iteration 50Q: 3 clusters Score -463763.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -463769.593750 Penalty: 4310.308594
	Iteration 51Q: 3 clusters Score -463769.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -463772.656250 Penalty: 4310.308594
	Iteration 52Q: 3 clusters Score -463772.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -463776.343750 Penalty: 4310.308594
	Iteration 53Q: 3 clusters Score -463776.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -463777.718750 Penalty: 4310.308594
	Iteration 54Q: 3 clusters Score -463777.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -463777.968750 Penalty: 4310.308594
	Iteration 55Q: 3 clusters Score -463778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -463779.000000 Penalty: 4310.308594
	Iteration 56Q: 3 clusters Score -463779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -463781.406250 Penalty: 4310.308594
	Iteration 57Q: 3 clusters Score -463781.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -463782.375000 Penalty: 4310.308594
	Iteration 58Q: 3 clusters Score -463782.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -463783.875000 Penalty: 4310.308594
	Iteration 59Q: 3 clusters Score -463783.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -463785.062500 Penalty: 4310.308594
	Iteration 60F: 3 clusters Score -463785.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -463787.531250 Penalty: 4310.308594
	Iteration 61Q: 3 clusters Score -463787.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -463790.125000 Penalty: 4310.308594
	Iteration 62Q: 3 clusters Score -463790.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -463792.187500 Penalty: 4310.308594
	Iteration 63Q: 3 clusters Score -463792.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -463793.125000 Penalty: 4310.308594
	Iteration 64Q: 3 clusters Score -463793.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -463795.218750 Penalty: 4310.308594
	Iteration 65Q: 3 clusters Score -463795.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -463795.687500 Penalty: 4310.308594
	Iteration 66Q: 3 clusters Score -463795.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -463795.687500 Penalty: 4310.308594
	Iteration 67F: 3 clusters Score -463795.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Entering Unmasked Estep 
Score: -532262.562500 Penalty: 2189.466553
	Iteration 0F: 2 clusters Score -532262.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -526674.562500 Penalty: 4378.933105
	Iteration 0F: 3 clusters Score -526674.6 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -528674.437500 Penalty: 4378.933105
	Iteration 1F: 3 clusters Score -528674.4 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -529473.062500 Penalty: 4378.933105
	Iteration 2F: 3 clusters Score -529473.1 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -530204.437500 Penalty: 4378.933105
	Iteration 3F: 3 clusters Score -530204.4 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -530749.375000 Penalty: 4378.933105
	Iteration 4F: 3 clusters Score -530749.4 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -531135.312500 Penalty: 4378.933105
	Iteration 5F: 3 clusters Score -531135.3 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -531414.750000 Penalty: 4378.933105
	Iteration 6Q: 3 clusters Score -531414.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -531609.500000 Penalty: 4378.933105
	Iteration 7Q: 3 clusters Score -531609.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -531788.187500 Penalty: 4378.933105
	Iteration 8Q: 3 clusters Score -531788.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -531942.812500 Penalty: 4378.933105
	Iteration 9Q: 3 clusters Score -531942.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -532059.312500 Penalty: 4378.933105
	Iteration 10Q: 3 clusters Score -532059.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -532160.625000 Penalty: 4378.933105
	Iteration 11Q: 3 clusters Score -532160.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -532231.562500 Penalty: 4378.933105
	Iteration 12Q: 3 clusters Score -532231.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -532297.875000 Penalty: 4378.933105
	Iteration 13Q: 3 clusters Score -532297.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -532347.562500 Penalty: 4378.933105
	Iteration 14Q: 3 clusters Score -532347.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -532382.937500 Penalty: 4378.933105
	Iteration 15Q: 3 clusters Score -532382.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -532413.500000 Penalty: 4378.933105
	Iteration 16Q: 3 clusters Score -532413.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -532433.500000 Penalty: 4378.933105
	Iteration 17Q: 3 clusters Score -532433.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -532441.312500 Penalty: 4378.933105
	Iteration 18Q: 3 clusters Score -532441.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -532447.500000 Penalty: 4378.933105
	Iteration 19Q: 3 clusters Score -532447.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -532450.625000 Penalty: 4378.933105
	Iteration 20F: 3 clusters Score -532450.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -532454.312500 Penalty: 4378.933105
	Iteration 21Q: 3 clusters Score -532454.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -532456.687500 Penalty: 4378.933105
	Iteration 22Q: 3 clusters Score -532456.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -532461.875000 Penalty: 4378.933105
	Iteration 23Q: 3 clusters Score -532461.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -532465.437500 Penalty: 4378.933105
	Iteration 24Q: 3 clusters Score -532465.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -532467.437500 Penalty: 4378.933105
	Iteration 25Q: 3 clusters Score -532467.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -532469.250000 Penalty: 4378.933105
	Iteration 26Q: 3 clusters Score -532469.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -532469.500000 Penalty: 4378.933105
	Iteration 27Q: 3 clusters Score -532469.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -532471.125000 Penalty: 4378.933105
	Iteration 28Q: 3 clusters Score -532471.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -532472.187500 Penalty: 4378.933105
	Iteration 29Q: 3 clusters Score -532472.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -532473.312500 Penalty: 4378.933105
	Iteration 30Q: 3 clusters Score -532473.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -532473.937500 Penalty: 4378.933105
	Iteration 31Q: 3 clusters Score -532473.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -532475.312500 Penalty: 4378.933105
	Iteration 32Q: 3 clusters Score -532475.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -532475.250000 Penalty: 4378.933105
	Iteration 33Q: 3 clusters Score -532475.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -532475.250000 Penalty: 4378.933105
	Iteration 34F: 3 clusters Score -532475.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 2934 members 
Mstep: Class 3 contains 107962 members 
Mstep: Class 4 contains 3716 members 
Mstep: Class 5 contains 387648 members 
Mstep: Class 6 contains 4473 members 
Mstep: Class 7 contains 5944 members 
Mstep: Class 8 contains 1468 members 
Mstep: Class 9 contains 5231 members 
Mstep: Class 10 contains 30317 members 
Mstep: Class 11 contains 214894 members 
Mstep: Class 12 contains 49711 members 
Mstep: Class 13 contains 154223 members 
Mstep: Class 14 contains 77064 members 
Mstep: Class 15 contains 74565 members 
Mstep: Class 16 contains 88617 members 
Mstep: Class 17 contains 2123 members 
Mstep: Class 18 contains 28266 members 
Mstep: Class 19 contains 4568 members 
Mstep: Class 20 contains 8481 members 
Mstep: Class 21 contains 45316 members 
Mstep: Class 22 contains 27940 members 
Mstep: Class 23 contains 9119 members 
Mstep: Class 24 contains 7584 members 
Mstep: Class 25 contains 24497 members 
Mstep: Class 26 contains 15473 members 
Mstep: Class 27 contains 6081 members 
Mstep: Class 28 contains 7827 members 
Mstep: Class 29 contains 3601 members 
Mstep: Class 30 contains 10006 members 
Mstep: Class 31 contains 24831 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 10070 members 
Mstep: Class 34 contains 5358 members 
Entering Unmasked Estep 
Score: -111980888.000000 Penalty: 119701.210938
Splitting cluster 8 changes total score from -111982088.000000 to -111980888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (5231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Entering Unmasked Estep 
Score: -410878.312500 Penalty: 2123.464844
	Iteration 0F: 2 clusters Score -410878.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -406268.062500 Penalty: 4246.929688
	Iteration 0F: 3 clusters Score -406268.1 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -407421.031250 Penalty: 4246.929688
	Iteration 1F: 3 clusters Score -407421 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -407616.656250 Penalty: 4246.929688
	Iteration 2F: 3 clusters Score -407616.7 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -407750.562500 Penalty: 4246.929688
	Iteration 3Q: 3 clusters Score -407750.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -407834.906250 Penalty: 4246.929688
	Iteration 4Q: 3 clusters Score -407834.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -407890.562500 Penalty: 4246.929688
	Iteration 5Q: 3 clusters Score -407890.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -407930.375000 Penalty: 4246.929688
	Iteration 6Q: 3 clusters Score -407930.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -407964.343750 Penalty: 4246.929688
	Iteration 7Q: 3 clusters Score -407964.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -407992.906250 Penalty: 4246.929688
	Iteration 8Q: 3 clusters Score -407992.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -408025.843750 Penalty: 4246.929688
	Iteration 9Q: 3 clusters Score -408025.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -408053.718750 Penalty: 4246.929688
	Iteration 10Q: 3 clusters Score -408053.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -408081.406250 Penalty: 4246.929688
	Iteration 11Q: 3 clusters Score -408081.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -408114.468750 Penalty: 4246.929688
	Iteration 12Q: 3 clusters Score -408114.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -408154.531250 Penalty: 4246.929688
	Iteration 13Q: 3 clusters Score -408154.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -408199.875000 Penalty: 4246.929688
	Iteration 14Q: 3 clusters Score -408199.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -408247.468750 Penalty: 4246.929688
	Iteration 15Q: 3 clusters Score -408247.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -408296.406250 Penalty: 4246.929688
	Iteration 16Q: 3 clusters Score -408296.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -408352.343750 Penalty: 4246.929688
	Iteration 17Q: 3 clusters Score -408352.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -408416.312500 Penalty: 4246.929688
	Iteration 18Q: 3 clusters Score -408416.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -408481.250000 Penalty: 4246.929688
	Iteration 19Q: 3 clusters Score -408481.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -408545.718750 Penalty: 4246.929688
	Iteration 20F: 3 clusters Score -408545.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -408609.218750 Penalty: 4246.929688
	Iteration 21Q: 3 clusters Score -408609.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -408689.531250 Penalty: 4246.929688
	Iteration 22Q: 3 clusters Score -408689.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -408761.875000 Penalty: 4246.929688
	Iteration 23Q: 3 clusters Score -408761.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -408820.031250 Penalty: 4246.929688
	Iteration 24Q: 3 clusters Score -408820 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -408866.718750 Penalty: 4246.929688
	Iteration 25Q: 3 clusters Score -408866.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -408902.968750 Penalty: 4246.929688
	Iteration 26Q: 3 clusters Score -408903 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -408936.156250 Penalty: 4246.929688
	Iteration 27Q: 3 clusters Score -408936.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -408970.718750 Penalty: 4246.929688
	Iteration 28Q: 3 clusters Score -408970.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -409002.437500 Penalty: 4246.929688
	Iteration 29Q: 3 clusters Score -409002.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -409028.000000 Penalty: 4246.929688
	Iteration 30Q: 3 clusters Score -409028 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -409049.218750 Penalty: 4246.929688
	Iteration 31Q: 3 clusters Score -409049.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -409062.812500 Penalty: 4246.929688
	Iteration 32Q: 3 clusters Score -409062.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -409069.750000 Penalty: 4246.929688
	Iteration 33Q: 3 clusters Score -409069.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -409082.406250 Penalty: 4246.929688
	Iteration 34Q: 3 clusters Score -409082.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -409089.812500 Penalty: 4246.929688
	Iteration 35Q: 3 clusters Score -409089.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -409091.625000 Penalty: 4246.929688
	Iteration 36Q: 3 clusters Score -409091.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -409094.125000 Penalty: 4246.929688
	Iteration 37Q: 3 clusters Score -409094.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -409097.843750 Penalty: 4246.929688
	Iteration 38Q: 3 clusters Score -409097.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -409107.281250 Penalty: 4246.929688
	Iteration 39Q: 3 clusters Score -409107.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -409116.281250 Penalty: 4246.929688
	Iteration 40F: 3 clusters Score -409116.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -409120.687500 Penalty: 4246.929688
	Iteration 41Q: 3 clusters Score -409120.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -409123.250000 Penalty: 4246.929688
	Iteration 42Q: 3 clusters Score -409123.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -409124.562500 Penalty: 4246.929688
	Iteration 43Q: 3 clusters Score -409124.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -409127.875000 Penalty: 4246.929688
	Iteration 44Q: 3 clusters Score -409127.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -409131.468750 Penalty: 4246.929688
	Iteration 45Q: 3 clusters Score -409131.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -409131.968750 Penalty: 4246.929688
	Iteration 46Q: 3 clusters Score -409132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -409131.968750 Penalty: 4246.929688
	Iteration 47F: 3 clusters Score -409132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (30317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30317 members 
Entering Unmasked Estep 
Score: -2354353.000000 Penalty: 2559.227051
	Iteration 0F: 2 clusters Score -2354353 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -2333534.250000 Penalty: 5118.454102
	Iteration 0F: 3 clusters Score -2333534 nChanged 13620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 15467 members 
Entering Unmasked Estep 
Score: -2341091.250000 Penalty: 5118.454102
	Iteration 1F: 3 clusters Score -2341091 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 15720 members 
Entering Unmasked Estep 
Score: -2341751.000000 Penalty: 5118.454102
	Iteration 2F: 3 clusters Score -2341751 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 16110 members 
Entering Unmasked Estep 
Score: -2342376.750000 Penalty: 5118.454102
	Iteration 3F: 3 clusters Score -2342377 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -2343038.000000 Penalty: 5118.454102
	Iteration 4Q: 3 clusters Score -2343038 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 17408 members 
Entering Unmasked Estep 
Score: -2343833.000000 Penalty: 5118.454102
	Iteration 5F: 3 clusters Score -2343833 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 18413 members 
Entering Unmasked Estep 
Score: -2344774.000000 Penalty: 5118.454102
	Iteration 6F: 3 clusters Score -2344774 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 19633 members 
Entering Unmasked Estep 
Score: -2345917.500000 Penalty: 5118.454102
	Iteration 7F: 3 clusters Score -2345918 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 20993 members 
Entering Unmasked Estep 
Score: -2347202.250000 Penalty: 5118.454102
	Iteration 8F: 3 clusters Score -2347202 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 22234 members 
Entering Unmasked Estep 
Score: -2348368.000000 Penalty: 5118.454102
	Iteration 9F: 3 clusters Score -2348368 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 23332 members 
Entering Unmasked Estep 
Score: -2349316.500000 Penalty: 5118.454102
	Iteration 10Q: 3 clusters Score -2349316 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 24190 members 
Entering Unmasked Estep 
Score: -2350076.000000 Penalty: 5118.454102
	Iteration 11Q: 3 clusters Score -2350076 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 24841 members 
Entering Unmasked Estep 
Score: -2350632.750000 Penalty: 5118.454102
	Iteration 12Q: 3 clusters Score -2350633 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 25370 members 
Entering Unmasked Estep 
Score: -2351043.500000 Penalty: 5118.454102
	Iteration 13Q: 3 clusters Score -2351044 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 25782 members 
Entering Unmasked Estep 
Score: -2351329.750000 Penalty: 5118.454102
	Iteration 14Q: 3 clusters Score -2351330 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 26112 members 
Entering Unmasked Estep 
Score: -2351512.250000 Penalty: 5118.454102
	Iteration 15Q: 3 clusters Score -2351512 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 26399 members 
Entering Unmasked Estep 
Score: -2351659.500000 Penalty: 5118.454102
	Iteration 16Q: 3 clusters Score -2351660 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 26643 members 
Entering Unmasked Estep 
Score: -2351788.500000 Penalty: 5118.454102
	Iteration 17Q: 3 clusters Score -2351788 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 26864 members 
Entering Unmasked Estep 
Score: -2351884.500000 Penalty: 5118.454102
	Iteration 18Q: 3 clusters Score -2351884 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 27042 members 
Entering Unmasked Estep 
Score: -2351940.750000 Penalty: 5118.454102
	Iteration 19Q: 3 clusters Score -2351941 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 27207 members 
Entering Unmasked Estep 
Score: -2351993.500000 Penalty: 5118.454102
	Iteration 20F: 3 clusters Score -2351994 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 27344 members 
Entering Unmasked Estep 
Score: -2352037.250000 Penalty: 5118.454102
	Iteration 21Q: 3 clusters Score -2352037 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 27452 members 
Entering Unmasked Estep 
Score: -2352067.250000 Penalty: 5118.454102
	Iteration 22Q: 3 clusters Score -2352067 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 27543 members 
Entering Unmasked Estep 
Score: -2352109.750000 Penalty: 5118.454102
	Iteration 23Q: 3 clusters Score -2352110 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 27624 members 
Entering Unmasked Estep 
Score: -2352127.750000 Penalty: 5118.454102
	Iteration 24Q: 3 clusters Score -2352128 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 27693 members 
Entering Unmasked Estep 
Score: -2352148.500000 Penalty: 5118.454102
	Iteration 25Q: 3 clusters Score -2352148 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 27749 members 
Entering Unmasked Estep 
Score: -2352168.250000 Penalty: 5118.454102
	Iteration 26Q: 3 clusters Score -2352168 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 27808 members 
Entering Unmasked Estep 
Score: -2352187.500000 Penalty: 5118.454102
	Iteration 27Q: 3 clusters Score -2352188 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 27869 members 
Entering Unmasked Estep 
Score: -2352200.250000 Penalty: 5118.454102
	Iteration 28Q: 3 clusters Score -2352200 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 27933 members 
Entering Unmasked Estep 
Score: -2352213.250000 Penalty: 5118.454102
	Iteration 29Q: 3 clusters Score -2352213 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 27974 members 
Entering Unmasked Estep 
Score: -2352230.500000 Penalty: 5118.454102
	Iteration 30Q: 3 clusters Score -2352230 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 28030 members 
Entering Unmasked Estep 
Score: -2352241.250000 Penalty: 5118.454102
	Iteration 31Q: 3 clusters Score -2352241 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 28086 members 
Entering Unmasked Estep 
Score: -2352268.250000 Penalty: 5118.454102
	Iteration 32Q: 3 clusters Score -2352268 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 28121 members 
Entering Unmasked Estep 
Score: -2352279.250000 Penalty: 5118.454102
	Iteration 33Q: 3 clusters Score -2352279 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 28156 members 
Entering Unmasked Estep 
Score: -2352290.750000 Penalty: 5118.454102
	Iteration 34Q: 3 clusters Score -2352291 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 28192 members 
Entering Unmasked Estep 
Score: -2352307.750000 Penalty: 5118.454102
	Iteration 35Q: 3 clusters Score -2352308 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 28234 members 
Entering Unmasked Estep 
Score: -2352315.750000 Penalty: 5118.454102
	Iteration 36Q: 3 clusters Score -2352316 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 28267 members 
Entering Unmasked Estep 
Score: -2352320.500000 Penalty: 5118.454102
	Iteration 37Q: 3 clusters Score -2352320 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 28290 members 
Entering Unmasked Estep 
Score: -2352327.000000 Penalty: 5118.454102
	Iteration 38Q: 3 clusters Score -2352327 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 28311 members 
Entering Unmasked Estep 
Score: -2352335.750000 Penalty: 5118.454102
	Iteration 39Q: 3 clusters Score -2352336 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 28333 members 
Entering Unmasked Estep 
Score: -2352344.000000 Penalty: 5118.454102
	Iteration 40F: 3 clusters Score -2352344 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 28353 members 
Entering Unmasked Estep 
Score: -2352349.000000 Penalty: 5118.454102
	Iteration 41Q: 3 clusters Score -2352349 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 28363 members 
Entering Unmasked Estep 
Score: -2352350.250000 Penalty: 5118.454102
	Iteration 42Q: 3 clusters Score -2352350 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 28382 members 
Entering Unmasked Estep 
Score: -2352359.500000 Penalty: 5118.454102
	Iteration 43Q: 3 clusters Score -2352360 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 28403 members 
Entering Unmasked Estep 
Score: -2352369.000000 Penalty: 5118.454102
	Iteration 44Q: 3 clusters Score -2352369 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 28422 members 
Entering Unmasked Estep 
Score: -2352372.250000 Penalty: 5118.454102
	Iteration 45Q: 3 clusters Score -2352372 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 28433 members 
Entering Unmasked Estep 
Score: -2352371.250000 Penalty: 5118.454102
	Iteration 46Q: 3 clusters Score -2352371 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 28441 members 
Entering Unmasked Estep 
Score: -2352375.750000 Penalty: 5118.454102
	Iteration 47Q: 3 clusters Score -2352376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 28449 members 
Entering Unmasked Estep 
Score: -2352377.000000 Penalty: 5118.454102
	Iteration 48Q: 3 clusters Score -2352377 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 28459 members 
Entering Unmasked Estep 
Score: -2352375.250000 Penalty: 5118.454102
	Iteration 49Q: 3 clusters Score -2352375 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 28465 members 
Entering Unmasked Estep 
Score: -2352379.250000 Penalty: 5118.454102
	Iteration 50Q: 3 clusters Score -2352379 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 28471 members 
Entering Unmasked Estep 
Score: -2352376.750000 Penalty: 5118.454102
	Iteration 51Q: 3 clusters Score -2352377 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 28474 members 
Entering Unmasked Estep 
Score: -2352375.750000 Penalty: 5118.454102
	Iteration 52Q: 3 clusters Score -2352376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 28477 members 
Entering Unmasked Estep 
Score: -2352378.250000 Penalty: 5118.454102
	Iteration 53Q: 3 clusters Score -2352378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 28481 members 
Entering Unmasked Estep 
Score: -2352381.250000 Penalty: 5118.454102
	Iteration 54Q: 3 clusters Score -2352381 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 28487 members 
Entering Unmasked Estep 
Score: -2352384.250000 Penalty: 5118.454102
	Iteration 55Q: 3 clusters Score -2352384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 28489 members 
Entering Unmasked Estep 
Score: -2352377.750000 Penalty: 5118.454102
	Iteration 56Q: 3 clusters Score -2352378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 28492 members 
Entering Unmasked Estep 
Score: -2352385.250000 Penalty: 5118.454102
	Iteration 57Q: 3 clusters Score -2352385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 28495 members 
Entering Unmasked Estep 
Score: -2352382.500000 Penalty: 5118.454102
	Iteration 58Q: 3 clusters Score -2352382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 28497 members 
Entering Unmasked Estep 
Score: -2352384.750000 Penalty: 5118.454102
	Iteration 59Q: 3 clusters Score -2352385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 28500 members 
Entering Unmasked Estep 
Score: -2352385.750000 Penalty: 5118.454102
	Iteration 60F: 3 clusters Score -2352386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 28505 members 
Entering Unmasked Estep 
Score: -2352387.750000 Penalty: 5118.454102
	Iteration 61Q: 3 clusters Score -2352388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 28510 members 
Entering Unmasked Estep 
Score: -2352387.250000 Penalty: 5118.454102
	Iteration 62Q: 3 clusters Score -2352387 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 28516 members 
Entering Unmasked Estep 
Score: -2352394.500000 Penalty: 5118.454102
	Iteration 63Q: 3 clusters Score -2352394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 28522 members 
Entering Unmasked Estep 
Score: -2352387.500000 Penalty: 5118.454102
	Iteration 64Q: 3 clusters Score -2352388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 28527 members 
Entering Unmasked Estep 
Score: -2352388.500000 Penalty: 5118.454102
	Iteration 65Q: 3 clusters Score -2352388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 28534 members 
Entering Unmasked Estep 
Score: -2352394.500000 Penalty: 5118.454102
	Iteration 66Q: 3 clusters Score -2352394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 28540 members 
Entering Unmasked Estep 
Score: -2352396.750000 Penalty: 5118.454102
	Iteration 67Q: 3 clusters Score -2352397 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 28546 members 
Entering Unmasked Estep 
Score: -2352398.000000 Penalty: 5118.454102
	Iteration 68Q: 3 clusters Score -2352398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 28554 members 
Entering Unmasked Estep 
Score: -2352403.500000 Penalty: 5118.454102
	Iteration 69Q: 3 clusters Score -2352404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 28561 members 
Entering Unmasked Estep 
Score: -2352406.750000 Penalty: 5118.454102
	Iteration 70Q: 3 clusters Score -2352407 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 28565 members 
Entering Unmasked Estep 
Score: -2352402.250000 Penalty: 5118.454102
	Iteration 71Q: 3 clusters Score -2352402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 28569 members 
Entering Unmasked Estep 
Score: -2352406.000000 Penalty: 5118.454102
	Iteration 72Q: 3 clusters Score -2352406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 28574 members 
Entering Unmasked Estep 
Score: -2352401.250000 Penalty: 5118.454102
	Iteration 73Q: 3 clusters Score -2352401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 28576 members 
Entering Unmasked Estep 
Score: -2352404.000000 Penalty: 5118.454102
	Iteration 74Q: 3 clusters Score -2352404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 28578 members 
Entering Unmasked Estep 
Score: -2352407.750000 Penalty: 5118.454102
	Iteration 75Q: 3 clusters Score -2352408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 28578 members 
Entering Unmasked Estep 
Score: -2352407.750000 Penalty: 5118.454102
	Iteration 76F: 3 clusters Score -2352408 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (214894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214894 members 
Entering Unmasked Estep 
Score: -17052528.000000 Penalty: 3044.919189
	Iteration 0F: 2 clusters Score -1.705253e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107579 members 
Mstep: Class 2 contains 107315 members 
Entering Unmasked Estep 
Score: -16908014.000000 Penalty: 6089.838379
	Iteration 0F: 3 clusters Score -1.690801e+07 nChanged 103574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112303 members 
Mstep: Class 2 contains 102591 members 
Entering Unmasked Estep 
Score: -16969088.000000 Penalty: 6089.838379
	Iteration 1F: 3 clusters Score -1.696909e+07 nChanged 6388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115315 members 
Mstep: Class 2 contains 99579 members 
Entering Unmasked Estep 
Score: -16970456.000000 Penalty: 6089.838379
	Iteration 2Q: 3 clusters Score -1.697046e+07 nChanged 7179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120002 members 
Mstep: Class 2 contains 94892 members 
Entering Unmasked Estep 
Score: -16972502.000000 Penalty: 6089.838379
	Iteration 3Q: 3 clusters Score -1.69725e+07 nChanged 8962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127210 members 
Mstep: Class 2 contains 87684 members 
Entering Unmasked Estep 
Score: -16975998.000000 Penalty: 6089.838379
	Iteration 4Q: 3 clusters Score -1.6976e+07 nChanged 11573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137555 members 
Mstep: Class 2 contains 77339 members 
Entering Unmasked Estep 
Score: -16981876.000000 Penalty: 6089.838379
	Iteration 5F: 3 clusters Score -1.698188e+07 nChanged 14594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151467 members 
Mstep: Class 2 contains 63427 members 
Entering Unmasked Estep 
Score: -16991542.000000 Penalty: 6089.838379
	Iteration 6F: 3 clusters Score -1.699154e+07 nChanged 17343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168550 members 
Mstep: Class 2 contains 46344 members 
Entering Unmasked Estep 
Score: -17005642.000000 Penalty: 6089.838379
	Iteration 7F: 3 clusters Score -1.700564e+07 nChanged 17714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186184 members 
Mstep: Class 2 contains 28710 members 
Entering Unmasked Estep 
Score: -17022294.000000 Penalty: 6089.838379
	Iteration 8F: 3 clusters Score -1.702229e+07 nChanged 14327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200503 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -17036418.000000 Penalty: 6089.838379
	Iteration 9F: 3 clusters Score -1.703642e+07 nChanged 8498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208999 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -17044716.000000 Penalty: 6089.838379
	Iteration 10Q: 3 clusters Score -1.704472e+07 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212745 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -17048064.000000 Penalty: 6089.838379
	Iteration 11Q: 3 clusters Score -1.704806e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213994 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -17049114.000000 Penalty: 6089.838379
	Iteration 12Q: 3 clusters Score -1.704911e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214369 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -17049452.000000 Penalty: 6089.838379
	Iteration 13Q: 3 clusters Score -1.704945e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214502 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -17049612.000000 Penalty: 6089.838379
	Iteration 14Q: 3 clusters Score -1.704961e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214548 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -17049694.000000 Penalty: 6089.838379
	Iteration 15Q: 3 clusters Score -1.704969e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214580 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -17049760.000000 Penalty: 6089.838379
	Iteration 16Q: 3 clusters Score -1.704976e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214594 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -17049768.000000 Penalty: 6089.838379
	Iteration 17Q: 3 clusters Score -1.704977e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214601 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -17049782.000000 Penalty: 6089.838379
	Iteration 18Q: 3 clusters Score -1.704978e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214602 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -17049790.000000 Penalty: 6089.838379
	Iteration 19Q: 3 clusters Score -1.704979e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214602 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -17049790.000000 Penalty: 6089.838379
	Iteration 20F: 3 clusters Score -1.704979e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214601 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -17049798.000000 Penalty: 6089.838379
	Iteration 21Q: 3 clusters Score -1.70498e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214601 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -17049792.000000 Penalty: 6089.838379
	Iteration 22Q: 3 clusters Score -1.704979e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214604 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -17049800.000000 Penalty: 6089.838379
	Iteration 23Q: 3 clusters Score -1.70498e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214607 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -17049822.000000 Penalty: 6089.838379
	Iteration 24Q: 3 clusters Score -1.704982e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214607 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -17049828.000000 Penalty: 6089.838379
	Iteration 25Q: 3 clusters Score -1.704983e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214603 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -17049836.000000 Penalty: 6089.838379
	Iteration 26Q: 3 clusters Score -1.704984e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214604 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -17049830.000000 Penalty: 6089.838379
	Iteration 27Q: 3 clusters Score -1.704983e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214604 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -17049830.000000 Penalty: 6089.838379
	Iteration 28F: 3 clusters Score -1.704983e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (49711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49711 members 
Entering Unmasked Estep 
Score: -3869175.000000 Penalty: 2681.867188
	Iteration 0F: 2 clusters Score -3869175 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24805 members 
Mstep: Class 2 contains 24906 members 
Entering Unmasked Estep 
Score: -3835472.750000 Penalty: 5363.734375
	Iteration 0F: 3 clusters Score -3835473 nChanged 23169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24656 members 
Mstep: Class 2 contains 25055 members 
Entering Unmasked Estep 
Score: -3848217.250000 Penalty: 5363.734375
	Iteration 1F: 3 clusters Score -3848217 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24632 members 
Mstep: Class 2 contains 25079 members 
Entering Unmasked Estep 
Score: -3848753.750000 Penalty: 5363.734375
	Iteration 2Q: 3 clusters Score -3848754 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24561 members 
Mstep: Class 2 contains 25150 members 
Entering Unmasked Estep 
Score: -3849254.750000 Penalty: 5363.734375
	Iteration 3Q: 3 clusters Score -3849255 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24432 members 
Mstep: Class 2 contains 25279 members 
Entering Unmasked Estep 
Score: -3849786.750000 Penalty: 5363.734375
	Iteration 4Q: 3 clusters Score -3849787 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24243 members 
Mstep: Class 2 contains 25468 members 
Entering Unmasked Estep 
Score: -3850325.750000 Penalty: 5363.734375
	Iteration 5Q: 3 clusters Score -3850326 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24011 members 
Mstep: Class 2 contains 25700 members 
Entering Unmasked Estep 
Score: -3850976.250000 Penalty: 5363.734375
	Iteration 6Q: 3 clusters Score -3850976 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23656 members 
Mstep: Class 2 contains 26055 members 
Entering Unmasked Estep 
Score: -3851827.000000 Penalty: 5363.734375
	Iteration 7Q: 3 clusters Score -3851827 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23044 members 
Mstep: Class 2 contains 26667 members 
Entering Unmasked Estep 
Score: -3852730.000000 Penalty: 5363.734375
	Iteration 8Q: 3 clusters Score -3852730 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22209 members 
Mstep: Class 2 contains 27502 members 
Entering Unmasked Estep 
Score: -3853899.250000 Penalty: 5363.734375
	Iteration 9Q: 3 clusters Score -3853899 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21192 members 
Mstep: Class 2 contains 28519 members 
Entering Unmasked Estep 
Score: -3855236.750000 Penalty: 5363.734375
	Iteration 10F: 3 clusters Score -3855237 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20134 members 
Mstep: Class 2 contains 29577 members 
Entering Unmasked Estep 
Score: -3856683.500000 Penalty: 5363.734375
	Iteration 11F: 3 clusters Score -3856684 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19111 members 
Mstep: Class 2 contains 30600 members 
Entering Unmasked Estep 
Score: -3857969.750000 Penalty: 5363.734375
	Iteration 12Q: 3 clusters Score -3857970 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18243 members 
Mstep: Class 2 contains 31468 members 
Entering Unmasked Estep 
Score: -3858952.750000 Penalty: 5363.734375
	Iteration 13Q: 3 clusters Score -3858953 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17443 members 
Mstep: Class 2 contains 32268 members 
Entering Unmasked Estep 
Score: -3859603.750000 Penalty: 5363.734375
	Iteration 14Q: 3 clusters Score -3859604 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 33090 members 
Entering Unmasked Estep 
Score: -3860172.000000 Penalty: 5363.734375
	Iteration 15Q: 3 clusters Score -3860172 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 33973 members 
Entering Unmasked Estep 
Score: -3860657.750000 Penalty: 5363.734375
	Iteration 16Q: 3 clusters Score -3860658 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 34953 members 
Entering Unmasked Estep 
Score: -3861252.500000 Penalty: 5363.734375
	Iteration 17Q: 3 clusters Score -3861252 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 36062 members 
Entering Unmasked Estep 
Score: -3862024.250000 Penalty: 5363.734375
	Iteration 18Q: 3 clusters Score -3862024 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 37164 members 
Entering Unmasked Estep 
Score: -3862800.250000 Penalty: 5363.734375
	Iteration 19Q: 3 clusters Score -3862800 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 38189 members 
Entering Unmasked Estep 
Score: -3863518.500000 Penalty: 5363.734375
	Iteration 20F: 3 clusters Score -3863518 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 39144 members 
Entering Unmasked Estep 
Score: -3864190.250000 Penalty: 5363.734375
	Iteration 21Q: 3 clusters Score -3864190 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 39984 members 
Entering Unmasked Estep 
Score: -3864738.500000 Penalty: 5363.734375
	Iteration 22Q: 3 clusters Score -3864738 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 40702 members 
Entering Unmasked Estep 
Score: -3865174.500000 Penalty: 5363.734375
	Iteration 23Q: 3 clusters Score -3865174 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 41319 members 
Entering Unmasked Estep 
Score: -3865474.000000 Penalty: 5363.734375
	Iteration 24Q: 3 clusters Score -3865474 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 41818 members 
Entering Unmasked Estep 
Score: -3865702.250000 Penalty: 5363.734375
	Iteration 25Q: 3 clusters Score -3865702 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 42245 members 
Entering Unmasked Estep 
Score: -3865842.500000 Penalty: 5363.734375
	Iteration 26Q: 3 clusters Score -3865842 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 42600 members 
Entering Unmasked Estep 
Score: -3865972.250000 Penalty: 5363.734375
	Iteration 27Q: 3 clusters Score -3865972 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 42900 members 
Entering Unmasked Estep 
Score: -3866077.500000 Penalty: 5363.734375
	Iteration 28Q: 3 clusters Score -3866078 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 43166 members 
Entering Unmasked Estep 
Score: -3866129.000000 Penalty: 5363.734375
	Iteration 29Q: 3 clusters Score -3866129 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 43424 members 
Entering Unmasked Estep 
Score: -3866205.500000 Penalty: 5363.734375
	Iteration 30Q: 3 clusters Score -3866206 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 43649 members 
Entering Unmasked Estep 
Score: -3866258.750000 Penalty: 5363.734375
	Iteration 31Q: 3 clusters Score -3866259 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 43836 members 
Entering Unmasked Estep 
Score: -3866302.750000 Penalty: 5363.734375
	Iteration 32Q: 3 clusters Score -3866303 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 44003 members 
Entering Unmasked Estep 
Score: -3866347.750000 Penalty: 5363.734375
	Iteration 33Q: 3 clusters Score -3866348 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 44176 members 
Entering Unmasked Estep 
Score: -3866402.500000 Penalty: 5363.734375
	Iteration 34Q: 3 clusters Score -3866402 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 44326 members 
Entering Unmasked Estep 
Score: -3866435.750000 Penalty: 5363.734375
	Iteration 35Q: 3 clusters Score -3866436 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 44463 members 
Entering Unmasked Estep 
Score: -3866462.250000 Penalty: 5363.734375
	Iteration 36Q: 3 clusters Score -3866462 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 44594 members 
Entering Unmasked Estep 
Score: -3866483.250000 Penalty: 5363.734375
	Iteration 37Q: 3 clusters Score -3866483 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 44737 members 
Entering Unmasked Estep 
Score: -3866512.250000 Penalty: 5363.734375
	Iteration 38Q: 3 clusters Score -3866512 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 44866 members 
Entering Unmasked Estep 
Score: -3866542.750000 Penalty: 5363.734375
	Iteration 39Q: 3 clusters Score -3866543 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 44984 members 
Entering Unmasked Estep 
Score: -3866559.250000 Penalty: 5363.734375
	Iteration 40F: 3 clusters Score -3866559 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 45088 members 
Entering Unmasked Estep 
Score: -3866572.750000 Penalty: 5363.734375
	Iteration 41Q: 3 clusters Score -3866573 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 45179 members 
Entering Unmasked Estep 
Score: -3866599.000000 Penalty: 5363.734375
	Iteration 42Q: 3 clusters Score -3866599 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 45279 members 
Entering Unmasked Estep 
Score: -3866619.500000 Penalty: 5363.734375
	Iteration 43Q: 3 clusters Score -3866620 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 45378 members 
Entering Unmasked Estep 
Score: -3866655.000000 Penalty: 5363.734375
	Iteration 44Q: 3 clusters Score -3866655 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 45476 members 
Entering Unmasked Estep 
Score: -3866665.750000 Penalty: 5363.734375
	Iteration 45Q: 3 clusters Score -3866666 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 45567 members 
Entering Unmasked Estep 
Score: -3866676.250000 Penalty: 5363.734375
	Iteration 46Q: 3 clusters Score -3866676 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 45647 members 
Entering Unmasked Estep 
Score: -3866694.000000 Penalty: 5363.734375
	Iteration 47Q: 3 clusters Score -3866694 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 45715 members 
Entering Unmasked Estep 
Score: -3866701.500000 Penalty: 5363.734375
	Iteration 48Q: 3 clusters Score -3866702 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 45775 members 
Entering Unmasked Estep 
Score: -3866714.000000 Penalty: 5363.734375
	Iteration 49Q: 3 clusters Score -3866714 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 45827 members 
Entering Unmasked Estep 
Score: -3866719.750000 Penalty: 5363.734375
	Iteration 50Q: 3 clusters Score -3866720 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 45878 members 
Entering Unmasked Estep 
Score: -3866729.250000 Penalty: 5363.734375
	Iteration 51Q: 3 clusters Score -3866729 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 45924 members 
Entering Unmasked Estep 
Score: -3866738.750000 Penalty: 5363.734375
	Iteration 52Q: 3 clusters Score -3866739 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 45974 members 
Entering Unmasked Estep 
Score: -3866751.250000 Penalty: 5363.734375
	Iteration 53Q: 3 clusters Score -3866751 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 46012 members 
Entering Unmasked Estep 
Score: -3866756.250000 Penalty: 5363.734375
	Iteration 54Q: 3 clusters Score -3866756 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 46046 members 
Entering Unmasked Estep 
Score: -3866762.500000 Penalty: 5363.734375
	Iteration 55Q: 3 clusters Score -3866762 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 46083 members 
Entering Unmasked Estep 
Score: -3866766.250000 Penalty: 5363.734375
	Iteration 56Q: 3 clusters Score -3866766 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 46120 members 
Entering Unmasked Estep 
Score: -3866771.750000 Penalty: 5363.734375
	Iteration 57Q: 3 clusters Score -3866772 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 46151 members 
Entering Unmasked Estep 
Score: -3866789.000000 Penalty: 5363.734375
	Iteration 58Q: 3 clusters Score -3866789 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 46187 members 
Entering Unmasked Estep 
Score: -3866796.500000 Penalty: 5363.734375
	Iteration 59Q: 3 clusters Score -3866796 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 46218 members 
Entering Unmasked Estep 
Score: -3866795.250000 Penalty: 5363.734375
	Iteration 60F: 3 clusters Score -3866795 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 46251 members 
Entering Unmasked Estep 
Score: -3866800.500000 Penalty: 5363.734375
	Iteration 61Q: 3 clusters Score -3866800 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 46277 members 
Entering Unmasked Estep 
Score: -3866803.000000 Penalty: 5363.734375
	Iteration 62Q: 3 clusters Score -3866803 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 46301 members 
Entering Unmasked Estep 
Score: -3866804.250000 Penalty: 5363.734375
	Iteration 63Q: 3 clusters Score -3866804 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 46323 members 
Entering Unmasked Estep 
Score: -3866808.500000 Penalty: 5363.734375
	Iteration 64Q: 3 clusters Score -3866808 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 46340 members 
Entering Unmasked Estep 
Score: -3866806.500000 Penalty: 5363.734375
	Iteration 65Q: 3 clusters Score -3866806 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 46360 members 
Entering Unmasked Estep 
Score: -3866814.750000 Penalty: 5363.734375
	Iteration 66Q: 3 clusters Score -3866815 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 46382 members 
Entering Unmasked Estep 
Score: -3866814.250000 Penalty: 5363.734375
	Iteration 67Q: 3 clusters Score -3866814 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 46410 members 
Entering Unmasked Estep 
Score: -3866819.000000 Penalty: 5363.734375
	Iteration 68Q: 3 clusters Score -3866819 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 46439 members 
Entering Unmasked Estep 
Score: -3866825.750000 Penalty: 5363.734375
	Iteration 69Q: 3 clusters Score -3866826 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 46468 members 
Entering Unmasked Estep 
Score: -3866834.500000 Penalty: 5363.734375
	Iteration 70Q: 3 clusters Score -3866834 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 46497 members 
Entering Unmasked Estep 
Score: -3866832.500000 Penalty: 5363.734375
	Iteration 71Q: 3 clusters Score -3866832 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 46520 members 
Entering Unmasked Estep 
Score: -3866838.750000 Penalty: 5363.734375
	Iteration 72Q: 3 clusters Score -3866839 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 46545 members 
Entering Unmasked Estep 
Score: -3866827.000000 Penalty: 5363.734375
	Iteration 73Q: 3 clusters Score -3866827 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 46564 members 
Entering Unmasked Estep 
Score: -3866826.500000 Penalty: 5363.734375
	Iteration 74Q: 3 clusters Score -3866826 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 46578 members 
Entering Unmasked Estep 
Score: -3866828.500000 Penalty: 5363.734375
	Iteration 75Q: 3 clusters Score -3866828 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 46590 members 
Entering Unmasked Estep 
Score: -3866832.500000 Penalty: 5363.734375
	Iteration 76Q: 3 clusters Score -3866832 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 46606 members 
Entering Unmasked Estep 
Score: -3866848.000000 Penalty: 5363.734375
	Iteration 77Q: 3 clusters Score -3866848 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 46620 members 
Entering Unmasked Estep 
Score: -3866853.500000 Penalty: 5363.734375
	Iteration 78Q: 3 clusters Score -3866854 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 46634 members 
Entering Unmasked Estep 
Score: -3866852.000000 Penalty: 5363.734375
	Iteration 79Q: 3 clusters Score -3866852 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 46654 members 
Entering Unmasked Estep 
Score: -3866855.250000 Penalty: 5363.734375
	Iteration 80F: 3 clusters Score -3866855 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 46668 members 
Entering Unmasked Estep 
Score: -3866870.000000 Penalty: 5363.734375
	Iteration 81Q: 3 clusters Score -3866870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 46676 members 
Entering Unmasked Estep 
Score: -3866866.750000 Penalty: 5363.734375
	Iteration 82Q: 3 clusters Score -3866867 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 46681 members 
Entering Unmasked Estep 
Score: -3866872.500000 Penalty: 5363.734375
	Iteration 83Q: 3 clusters Score -3866872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 46684 members 
Entering Unmasked Estep 
Score: -3866872.750000 Penalty: 5363.734375
	Iteration 84Q: 3 clusters Score -3866873 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 46689 members 
Entering Unmasked Estep 
Score: -3866867.000000 Penalty: 5363.734375
	Iteration 85Q: 3 clusters Score -3866867 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 46692 members 
Entering Unmasked Estep 
Score: -3866874.500000 Penalty: 5363.734375
	Iteration 86Q: 3 clusters Score -3866874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 46697 members 
Entering Unmasked Estep 
Score: -3866868.750000 Penalty: 5363.734375
	Iteration 87Q: 3 clusters Score -3866869 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 46701 members 
Entering Unmasked Estep 
Score: -3866867.750000 Penalty: 5363.734375
	Iteration 88Q: 3 clusters Score -3866868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 46702 members 
Entering Unmasked Estep 
Score: -3866870.000000 Penalty: 5363.734375
	Iteration 89Q: 3 clusters Score -3866870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 46702 members 
Entering Unmasked Estep 
Score: -3866872.500000 Penalty: 5363.734375
	Iteration 90Q: 3 clusters Score -3866872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 46702 members 
Entering Unmasked Estep 
Score: -3866872.500000 Penalty: 5363.734375
	Iteration 91F: 3 clusters Score -3866872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (154223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154223 members 
Entering Unmasked Estep 
Score: -12348724.000000 Penalty: 2962.646240
	Iteration 0F: 2 clusters Score -1.234872e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76776 members 
Mstep: Class 2 contains 77447 members 
Entering Unmasked Estep 
Score: -12245109.000000 Penalty: 5925.292480
	Iteration 0F: 3 clusters Score -1.224511e+07 nChanged 73732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69128 members 
Mstep: Class 2 contains 85095 members 
Entering Unmasked Estep 
Score: -12289797.000000 Penalty: 5925.292480
	Iteration 1F: 3 clusters Score -1.22898e+07 nChanged 8031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63921 members 
Mstep: Class 2 contains 90302 members 
Entering Unmasked Estep 
Score: -12293834.000000 Penalty: 5925.292480
	Iteration 2F: 3 clusters Score -1.229383e+07 nChanged 10644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56297 members 
Mstep: Class 2 contains 97926 members 
Entering Unmasked Estep 
Score: -12300628.000000 Penalty: 5925.292480
	Iteration 3F: 3 clusters Score -1.230063e+07 nChanged 12964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46595 members 
Mstep: Class 2 contains 107628 members 
Entering Unmasked Estep 
Score: -12310610.000000 Penalty: 5925.292480
	Iteration 4F: 3 clusters Score -1.231061e+07 nChanged 13083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36490 members 
Mstep: Class 2 contains 117733 members 
Entering Unmasked Estep 
Score: -12320833.000000 Penalty: 5925.292480
	Iteration 5F: 3 clusters Score -1.232083e+07 nChanged 10540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27904 members 
Mstep: Class 2 contains 126319 members 
Entering Unmasked Estep 
Score: -12328426.000000 Penalty: 5925.292480
	Iteration 6F: 3 clusters Score -1.232843e+07 nChanged 7563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21137 members 
Mstep: Class 2 contains 133086 members 
Entering Unmasked Estep 
Score: -12333290.000000 Penalty: 5925.292480
	Iteration 7Q: 3 clusters Score -1.233329e+07 nChanged 5496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15827 members 
Mstep: Class 2 contains 138396 members 
Entering Unmasked Estep 
Score: -12336688.000000 Penalty: 5925.292480
	Iteration 8Q: 3 clusters Score -1.233669e+07 nChanged 4272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 142644 members 
Entering Unmasked Estep 
Score: -12339271.000000 Penalty: 5925.292480
	Iteration 9Q: 3 clusters Score -1.233927e+07 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 146027 members 
Entering Unmasked Estep 
Score: -12341444.000000 Penalty: 5925.292480
	Iteration 10Q: 3 clusters Score -1.234144e+07 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 148546 members 
Entering Unmasked Estep 
Score: -12343143.000000 Penalty: 5925.292480
	Iteration 11Q: 3 clusters Score -1.234314e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 150278 members 
Entering Unmasked Estep 
Score: -12344180.000000 Penalty: 5925.292480
	Iteration 12Q: 3 clusters Score -1.234418e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 151437 members 
Entering Unmasked Estep 
Score: -12345008.000000 Penalty: 5925.292480
	Iteration 13Q: 3 clusters Score -1.234501e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 152156 members 
Entering Unmasked Estep 
Score: -12345521.000000 Penalty: 5925.292480
	Iteration 14Q: 3 clusters Score -1.234552e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 152582 members 
Entering Unmasked Estep 
Score: -12345801.000000 Penalty: 5925.292480
	Iteration 15Q: 3 clusters Score -1.23458e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 152832 members 
Entering Unmasked Estep 
Score: -12345945.000000 Penalty: 5925.292480
	Iteration 16Q: 3 clusters Score -1.234594e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 152982 members 
Entering Unmasked Estep 
Score: -12346024.000000 Penalty: 5925.292480
	Iteration 17Q: 3 clusters Score -1.234602e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 153093 members 
Entering Unmasked Estep 
Score: -12346111.000000 Penalty: 5925.292480
	Iteration 18Q: 3 clusters Score -1.234611e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 153176 members 
Entering Unmasked Estep 
Score: -12346180.000000 Penalty: 5925.292480
	Iteration 19Q: 3 clusters Score -1.234618e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 153235 members 
Entering Unmasked Estep 
Score: -12346259.000000 Penalty: 5925.292480
	Iteration 20F: 3 clusters Score -1.234626e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 153284 members 
Entering Unmasked Estep 
Score: -12346315.000000 Penalty: 5925.292480
	Iteration 21Q: 3 clusters Score -1.234632e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 153320 members 
Entering Unmasked Estep 
Score: -12346341.000000 Penalty: 5925.292480
	Iteration 22Q: 3 clusters Score -1.234634e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 153341 members 
Entering Unmasked Estep 
Score: -12346359.000000 Penalty: 5925.292480
	Iteration 23Q: 3 clusters Score -1.234636e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 153353 members 
Entering Unmasked Estep 
Score: -12346368.000000 Penalty: 5925.292480
	Iteration 24Q: 3 clusters Score -1.234637e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 153365 members 
Entering Unmasked Estep 
Score: -12346363.000000 Penalty: 5925.292480
	Iteration 25Q: 3 clusters Score -1.234636e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 153370 members 
Entering Unmasked Estep 
Score: -12346383.000000 Penalty: 5925.292480
	Iteration 26Q: 3 clusters Score -1.234638e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 153372 members 
Entering Unmasked Estep 
Score: -12346396.000000 Penalty: 5925.292480
	Iteration 27Q: 3 clusters Score -1.23464e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 153377 members 
Entering Unmasked Estep 
Score: -12346403.000000 Penalty: 5925.292480
	Iteration 28Q: 3 clusters Score -1.23464e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 153380 members 
Entering Unmasked Estep 
Score: -12346409.000000 Penalty: 5925.292480
	Iteration 29Q: 3 clusters Score -1.234641e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 153379 members 
Entering Unmasked Estep 
Score: -12346416.000000 Penalty: 5925.292480
	Iteration 30Q: 3 clusters Score -1.234642e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 153376 members 
Entering Unmasked Estep 
Score: -12346414.000000 Penalty: 5925.292480
	Iteration 31Q: 3 clusters Score -1.234641e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 153374 members 
Entering Unmasked Estep 
Score: -12346412.000000 Penalty: 5925.292480
	Iteration 32Q: 3 clusters Score -1.234641e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 153373 members 
Entering Unmasked Estep 
Score: -12346417.000000 Penalty: 5925.292480
	Iteration 33Q: 3 clusters Score -1.234642e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 153371 members 
Entering Unmasked Estep 
Score: -12346427.000000 Penalty: 5925.292480
	Iteration 34Q: 3 clusters Score -1.234643e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 153371 members 
Entering Unmasked Estep 
Score: -12346427.000000 Penalty: 5925.292480
	Iteration 35F: 3 clusters Score -1.234643e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (77064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77064 members 
Entering Unmasked Estep 
Score: -6186122.500000 Penalty: 2790.593262
	Iteration 0F: 2 clusters Score -6186122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38375 members 
Mstep: Class 2 contains 38689 members 
Entering Unmasked Estep 
Score: -6134468.000000 Penalty: 5581.186523
	Iteration 0F: 3 clusters Score -6134468 nChanged 36118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37049 members 
Mstep: Class 2 contains 40015 members 
Entering Unmasked Estep 
Score: -6154946.500000 Penalty: 5581.186523
	Iteration 1F: 3 clusters Score -6154946 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36111 members 
Mstep: Class 2 contains 40953 members 
Entering Unmasked Estep 
Score: -6155564.500000 Penalty: 5581.186523
	Iteration 2Q: 3 clusters Score -6155564 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34791 members 
Mstep: Class 2 contains 42273 members 
Entering Unmasked Estep 
Score: -6156205.500000 Penalty: 5581.186523
	Iteration 3Q: 3 clusters Score -6156206 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32763 members 
Mstep: Class 2 contains 44301 members 
Entering Unmasked Estep 
Score: -6157140.500000 Penalty: 5581.186523
	Iteration 4Q: 3 clusters Score -6157140 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29882 members 
Mstep: Class 2 contains 47182 members 
Entering Unmasked Estep 
Score: -6158673.500000 Penalty: 5581.186523
	Iteration 5Q: 3 clusters Score -6158674 nChanged 4317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25757 members 
Mstep: Class 2 contains 51307 members 
Entering Unmasked Estep 
Score: -6161197.500000 Penalty: 5581.186523
	Iteration 6F: 3 clusters Score -6161198 nChanged 5442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20395 members 
Mstep: Class 2 contains 56669 members 
Entering Unmasked Estep 
Score: -6165299.500000 Penalty: 5581.186523
	Iteration 7F: 3 clusters Score -6165300 nChanged 6257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 62882 members 
Entering Unmasked Estep 
Score: -6170877.500000 Penalty: 5581.186523
	Iteration 8F: 3 clusters Score -6170878 nChanged 5725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 68569 members 
Entering Unmasked Estep 
Score: -6176364.000000 Penalty: 5581.186523
	Iteration 9F: 3 clusters Score -6176364 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 72455 members 
Entering Unmasked Estep 
Score: -6180106.000000 Penalty: 5581.186523
	Iteration 10F: 3 clusters Score -6180106 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 74524 members 
Entering Unmasked Estep 
Score: -6182107.000000 Penalty: 5581.186523
	Iteration 11Q: 3 clusters Score -6182107 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 75420 members 
Entering Unmasked Estep 
Score: -6182910.500000 Penalty: 5581.186523
	Iteration 12Q: 3 clusters Score -6182910 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 75819 members 
Entering Unmasked Estep 
Score: -6183306.000000 Penalty: 5581.186523
	Iteration 13Q: 3 clusters Score -6183306 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 76037 members 
Entering Unmasked Estep 
Score: -6183517.500000 Penalty: 5581.186523
	Iteration 14Q: 3 clusters Score -6183518 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 76136 members 
Entering Unmasked Estep 
Score: -6183601.000000 Penalty: 5581.186523
	Iteration 15Q: 3 clusters Score -6183601 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 76194 members 
Entering Unmasked Estep 
Score: -6183669.000000 Penalty: 5581.186523
	Iteration 16Q: 3 clusters Score -6183669 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 76231 members 
Entering Unmasked Estep 
Score: -6183714.500000 Penalty: 5581.186523
	Iteration 17Q: 3 clusters Score -6183714 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 76260 members 
Entering Unmasked Estep 
Score: -6183737.500000 Penalty: 5581.186523
	Iteration 18Q: 3 clusters Score -6183738 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 76279 members 
Entering Unmasked Estep 
Score: -6183764.500000 Penalty: 5581.186523
	Iteration 19Q: 3 clusters Score -6183764 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 76295 members 
Entering Unmasked Estep 
Score: -6183778.000000 Penalty: 5581.186523
	Iteration 20F: 3 clusters Score -6183778 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 76306 members 
Entering Unmasked Estep 
Score: -6183800.500000 Penalty: 5581.186523
	Iteration 21Q: 3 clusters Score -6183800 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 76319 members 
Entering Unmasked Estep 
Score: -6183810.000000 Penalty: 5581.186523
	Iteration 22Q: 3 clusters Score -6183810 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 76324 members 
Entering Unmasked Estep 
Score: -6183822.000000 Penalty: 5581.186523
	Iteration 23Q: 3 clusters Score -6183822 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 76325 members 
Entering Unmasked Estep 
Score: -6183826.500000 Penalty: 5581.186523
	Iteration 24Q: 3 clusters Score -6183826 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 76323 members 
Entering Unmasked Estep 
Score: -6183827.500000 Penalty: 5581.186523
	Iteration 25Q: 3 clusters Score -6183828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 76323 members 
Entering Unmasked Estep 
Score: -6183825.500000 Penalty: 5581.186523
	Iteration 26Q: 3 clusters Score -6183826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 76327 members 
Entering Unmasked Estep 
Score: -6183826.500000 Penalty: 5581.186523
	Iteration 27Q: 3 clusters Score -6183826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 76327 members 
Entering Unmasked Estep 
Score: -6183829.500000 Penalty: 5581.186523
	Iteration 28Q: 3 clusters Score -6183830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 76331 members 
Entering Unmasked Estep 
Score: -6183832.500000 Penalty: 5581.186523
	Iteration 29Q: 3 clusters Score -6183832 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 76332 members 
Entering Unmasked Estep 
Score: -6183846.500000 Penalty: 5581.186523
	Iteration 30Q: 3 clusters Score -6183846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 76334 members 
Entering Unmasked Estep 
Score: -6183844.000000 Penalty: 5581.186523
	Iteration 31Q: 3 clusters Score -6183844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 76332 members 
Entering Unmasked Estep 
Score: -6183849.500000 Penalty: 5581.186523
	Iteration 32Q: 3 clusters Score -6183850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 76332 members 
Entering Unmasked Estep 
Score: -6183841.500000 Penalty: 5581.186523
	Iteration 33Q: 3 clusters Score -6183842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 76331 members 
Entering Unmasked Estep 
Score: -6183845.500000 Penalty: 5581.186523
	Iteration 34Q: 3 clusters Score -6183846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 76330 members 
Entering Unmasked Estep 
Score: -6183846.000000 Penalty: 5581.186523
	Iteration 35Q: 3 clusters Score -6183846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 76330 members 
Entering Unmasked Estep 
Score: -6183846.000000 Penalty: 5581.186523
	Iteration 36F: 3 clusters Score -6183846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -6012749.000000 Penalty: 2782.417725
	Iteration 0F: 2 clusters Score -6012749 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37303 members 
Mstep: Class 2 contains 37262 members 
Entering Unmasked Estep 
Score: -5962871.500000 Penalty: 5564.835449
	Iteration 0F: 3 clusters Score -5962872 nChanged 34862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38071 members 
Mstep: Class 2 contains 36494 members 
Entering Unmasked Estep 
Score: -5982391.500000 Penalty: 5564.835449
	Iteration 1F: 3 clusters Score -5982392 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38572 members 
Mstep: Class 2 contains 35993 members 
Entering Unmasked Estep 
Score: -5983070.000000 Penalty: 5564.835449
	Iteration 2Q: 3 clusters Score -5983070 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39273 members 
Mstep: Class 2 contains 35292 members 
Entering Unmasked Estep 
Score: -5983880.000000 Penalty: 5564.835449
	Iteration 3Q: 3 clusters Score -5983880 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40404 members 
Mstep: Class 2 contains 34161 members 
Entering Unmasked Estep 
Score: -5984858.500000 Penalty: 5564.835449
	Iteration 4Q: 3 clusters Score -5984858 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42147 members 
Mstep: Class 2 contains 32418 members 
Entering Unmasked Estep 
Score: -5986393.500000 Penalty: 5564.835449
	Iteration 5Q: 3 clusters Score -5986394 nChanged 4268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44743 members 
Mstep: Class 2 contains 29822 members 
Entering Unmasked Estep 
Score: -5988670.500000 Penalty: 5564.835449
	Iteration 6F: 3 clusters Score -5988670 nChanged 4777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47984 members 
Mstep: Class 2 contains 26581 members 
Entering Unmasked Estep 
Score: -5991790.000000 Penalty: 5564.835449
	Iteration 7F: 3 clusters Score -5991790 nChanged 5234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51704 members 
Mstep: Class 2 contains 22861 members 
Entering Unmasked Estep 
Score: -5995652.000000 Penalty: 5564.835449
	Iteration 8F: 3 clusters Score -5995652 nChanged 5041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55399 members 
Mstep: Class 2 contains 19166 members 
Entering Unmasked Estep 
Score: -5999466.500000 Penalty: 5564.835449
	Iteration 9F: 3 clusters Score -5999466 nChanged 4228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58523 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -6002257.000000 Penalty: 5564.835449
	Iteration 10F: 3 clusters Score -6002257 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60947 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -6004242.000000 Penalty: 5564.835449
	Iteration 11Q: 3 clusters Score -6004242 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62963 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -6005780.500000 Penalty: 5564.835449
	Iteration 12Q: 3 clusters Score -6005780 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64673 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -6007003.000000 Penalty: 5564.835449
	Iteration 13Q: 3 clusters Score -6007003 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66026 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -6007941.000000 Penalty: 5564.835449
	Iteration 14Q: 3 clusters Score -6007941 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67125 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -6008735.500000 Penalty: 5564.835449
	Iteration 15Q: 3 clusters Score -6008736 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67961 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -6009307.500000 Penalty: 5564.835449
	Iteration 16Q: 3 clusters Score -6009308 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68610 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -6009672.000000 Penalty: 5564.835449
	Iteration 17Q: 3 clusters Score -6009672 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69093 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -6009888.000000 Penalty: 5564.835449
	Iteration 18Q: 3 clusters Score -6009888 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69504 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -6010088.000000 Penalty: 5564.835449
	Iteration 19Q: 3 clusters Score -6010088 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69839 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -6010214.500000 Penalty: 5564.835449
	Iteration 20F: 3 clusters Score -6010214 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70130 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -6010312.500000 Penalty: 5564.835449
	Iteration 21Q: 3 clusters Score -6010312 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70366 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -6010390.500000 Penalty: 5564.835449
	Iteration 22Q: 3 clusters Score -6010390 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70580 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -6010453.500000 Penalty: 5564.835449
	Iteration 23Q: 3 clusters Score -6010454 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70771 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -6010517.500000 Penalty: 5564.835449
	Iteration 24Q: 3 clusters Score -6010518 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70927 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -6010582.000000 Penalty: 5564.835449
	Iteration 25Q: 3 clusters Score -6010582 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71060 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -6010618.000000 Penalty: 5564.835449
	Iteration 26Q: 3 clusters Score -6010618 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71186 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -6010652.500000 Penalty: 5564.835449
	Iteration 27Q: 3 clusters Score -6010652 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71291 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -6010666.000000 Penalty: 5564.835449
	Iteration 28Q: 3 clusters Score -6010666 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71398 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -6010722.000000 Penalty: 5564.835449
	Iteration 29Q: 3 clusters Score -6010722 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71496 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -6010776.500000 Penalty: 5564.835449
	Iteration 30Q: 3 clusters Score -6010776 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71579 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -6010804.000000 Penalty: 5564.835449
	Iteration 31Q: 3 clusters Score -6010804 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71659 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -6010852.500000 Penalty: 5564.835449
	Iteration 32Q: 3 clusters Score -6010852 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71721 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -6010874.000000 Penalty: 5564.835449
	Iteration 33Q: 3 clusters Score -6010874 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71770 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -6010894.500000 Penalty: 5564.835449
	Iteration 34Q: 3 clusters Score -6010894 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71798 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -6010914.000000 Penalty: 5564.835449
	Iteration 35Q: 3 clusters Score -6010914 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71828 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -6010915.500000 Penalty: 5564.835449
	Iteration 36Q: 3 clusters Score -6010916 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71844 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -6010933.000000 Penalty: 5564.835449
	Iteration 37Q: 3 clusters Score -6010933 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71867 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -6010949.500000 Penalty: 5564.835449
	Iteration 38Q: 3 clusters Score -6010950 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71900 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -6010961.500000 Penalty: 5564.835449
	Iteration 39Q: 3 clusters Score -6010962 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71929 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -6010976.500000 Penalty: 5564.835449
	Iteration 40F: 3 clusters Score -6010976 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71950 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -6010990.500000 Penalty: 5564.835449
	Iteration 41Q: 3 clusters Score -6010990 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71970 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -6011006.000000 Penalty: 5564.835449
	Iteration 42Q: 3 clusters Score -6011006 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71985 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -6011008.000000 Penalty: 5564.835449
	Iteration 43Q: 3 clusters Score -6011008 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71994 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -6011006.500000 Penalty: 5564.835449
	Iteration 44Q: 3 clusters Score -6011006 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72004 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -6011010.000000 Penalty: 5564.835449
	Iteration 45Q: 3 clusters Score -6011010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72011 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -6011006.500000 Penalty: 5564.835449
	Iteration 46Q: 3 clusters Score -6011006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72016 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -6011011.000000 Penalty: 5564.835449
	Iteration 47Q: 3 clusters Score -6011011 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72020 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -6011013.500000 Penalty: 5564.835449
	Iteration 48Q: 3 clusters Score -6011014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72024 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -6011016.000000 Penalty: 5564.835449
	Iteration 49Q: 3 clusters Score -6011016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72024 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -6011014.500000 Penalty: 5564.835449
	Iteration 50Q: 3 clusters Score -6011014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72021 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -6011014.000000 Penalty: 5564.835449
	Iteration 51Q: 3 clusters Score -6011014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72022 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -6011015.500000 Penalty: 5564.835449
	Iteration 52Q: 3 clusters Score -6011016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72027 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -6011011.000000 Penalty: 5564.835449
	Iteration 53Q: 3 clusters Score -6011011 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72033 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -6011013.500000 Penalty: 5564.835449
	Iteration 54Q: 3 clusters Score -6011014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72036 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -6011013.500000 Penalty: 5564.835449
	Iteration 55Q: 3 clusters Score -6011014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72038 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -6011017.500000 Penalty: 5564.835449
	Iteration 56Q: 3 clusters Score -6011018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72040 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -6011017.000000 Penalty: 5564.835449
	Iteration 57Q: 3 clusters Score -6011017 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72042 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -6011013.500000 Penalty: 5564.835449
	Iteration 58Q: 3 clusters Score -6011014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72045 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -6011010.000000 Penalty: 5564.835449
	Iteration 59Q: 3 clusters Score -6011010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72045 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -6011010.000000 Penalty: 5564.835449
	Iteration 60F: 3 clusters Score -6011010 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (88617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88617 members 
Entering Unmasked Estep 
Score: -7166589.000000 Penalty: 2825.235596
	Iteration 0F: 2 clusters Score -7166589 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44500 members 
Mstep: Class 2 contains 44117 members 
Entering Unmasked Estep 
Score: -7107271.500000 Penalty: 5650.471191
	Iteration 0F: 3 clusters Score -7107272 nChanged 41797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47163 members 
Mstep: Class 2 contains 41454 members 
Entering Unmasked Estep 
Score: -7131303.000000 Penalty: 5650.471191
	Iteration 1F: 3 clusters Score -7131303 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48890 members 
Mstep: Class 2 contains 39727 members 
Entering Unmasked Estep 
Score: -7132403.500000 Penalty: 5650.471191
	Iteration 2Q: 3 clusters Score -7132404 nChanged 3914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51460 members 
Mstep: Class 2 contains 37157 members 
Entering Unmasked Estep 
Score: -7133918.000000 Penalty: 5650.471191
	Iteration 3Q: 3 clusters Score -7133918 nChanged 4806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55208 members 
Mstep: Class 2 contains 33409 members 
Entering Unmasked Estep 
Score: -7136285.000000 Penalty: 5650.471191
	Iteration 4F: 3 clusters Score -7136285 nChanged 5929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60349 members 
Mstep: Class 2 contains 28268 members 
Entering Unmasked Estep 
Score: -7140050.500000 Penalty: 5650.471191
	Iteration 5F: 3 clusters Score -7140050 nChanged 6970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66803 members 
Mstep: Class 2 contains 21814 members 
Entering Unmasked Estep 
Score: -7145365.500000 Penalty: 5650.471191
	Iteration 6F: 3 clusters Score -7145366 nChanged 7062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73631 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -7151726.000000 Penalty: 5650.471191
	Iteration 7F: 3 clusters Score -7151726 nChanged 5806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79293 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -7157023.500000 Penalty: 5650.471191
	Iteration 8F: 3 clusters Score -7157024 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83102 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -7160575.000000 Penalty: 5650.471191
	Iteration 9Q: 3 clusters Score -7160575 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85242 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -7162555.500000 Penalty: 5650.471191
	Iteration 10Q: 3 clusters Score -7162556 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86349 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -7163619.000000 Penalty: 5650.471191
	Iteration 11Q: 3 clusters Score -7163619 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86816 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -7164089.500000 Penalty: 5650.471191
	Iteration 12Q: 3 clusters Score -7164090 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87042 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -7164281.000000 Penalty: 5650.471191
	Iteration 13Q: 3 clusters Score -7164281 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87171 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -7164403.000000 Penalty: 5650.471191
	Iteration 14Q: 3 clusters Score -7164403 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87238 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -7164436.500000 Penalty: 5650.471191
	Iteration 15Q: 3 clusters Score -7164436 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87282 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -7164480.500000 Penalty: 5650.471191
	Iteration 16Q: 3 clusters Score -7164480 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87317 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -7164489.000000 Penalty: 5650.471191
	Iteration 17Q: 3 clusters Score -7164489 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87340 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -7164507.000000 Penalty: 5650.471191
	Iteration 18Q: 3 clusters Score -7164507 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87356 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -7164518.500000 Penalty: 5650.471191
	Iteration 19Q: 3 clusters Score -7164518 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87380 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -7164532.000000 Penalty: 5650.471191
	Iteration 20F: 3 clusters Score -7164532 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87391 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -7164528.000000 Penalty: 5650.471191
	Iteration 21Q: 3 clusters Score -7164528 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87399 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -7164541.000000 Penalty: 5650.471191
	Iteration 22Q: 3 clusters Score -7164541 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87405 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -7164539.500000 Penalty: 5650.471191
	Iteration 23Q: 3 clusters Score -7164540 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87411 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -7164546.500000 Penalty: 5650.471191
	Iteration 24Q: 3 clusters Score -7164546 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87418 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -7164552.000000 Penalty: 5650.471191
	Iteration 25Q: 3 clusters Score -7164552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87422 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -7164562.500000 Penalty: 5650.471191
	Iteration 26Q: 3 clusters Score -7164562 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87430 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -7164559.500000 Penalty: 5650.471191
	Iteration 27Q: 3 clusters Score -7164560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87438 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -7164561.500000 Penalty: 5650.471191
	Iteration 28Q: 3 clusters Score -7164562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87443 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -7164552.000000 Penalty: 5650.471191
	Iteration 29Q: 3 clusters Score -7164552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87444 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -7164558.000000 Penalty: 5650.471191
	Iteration 30Q: 3 clusters Score -7164558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87444 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -7164566.500000 Penalty: 5650.471191
	Iteration 31Q: 3 clusters Score -7164566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87445 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -7164567.000000 Penalty: 5650.471191
	Iteration 32Q: 3 clusters Score -7164567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87446 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -7164566.500000 Penalty: 5650.471191
	Iteration 33Q: 3 clusters Score -7164566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87446 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -7164566.500000 Penalty: 5650.471191
	Iteration 34F: 3 clusters Score -7164566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Entering Unmasked Estep 
Score: -141388.234375 Penalty: 1899.825195
	Iteration 0F: 2 clusters Score -141388.2 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 1049 members 
Entering Unmasked Estep 
Score: -138697.968750 Penalty: 3799.650391
	Iteration 0F: 3 clusters Score -138698 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -139315.265625 Penalty: 3799.650391
	Iteration 1F: 3 clusters Score -139315.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -139539.234375 Penalty: 3799.650391
	Iteration 2F: 3 clusters Score -139539.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -139729.593750 Penalty: 3799.650391
	Iteration 3F: 3 clusters Score -139729.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -139897.671875 Penalty: 3799.650391
	Iteration 4F: 3 clusters Score -139897.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -140041.421875 Penalty: 3799.650391
	Iteration 5Q: 3 clusters Score -140041.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -140159.375000 Penalty: 3799.650391
	Iteration 6Q: 3 clusters Score -140159.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -140257.937500 Penalty: 3799.650391
	Iteration 7Q: 3 clusters Score -140257.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -140335.687500 Penalty: 3799.650391
	Iteration 8Q: 3 clusters Score -140335.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -140403.046875 Penalty: 3799.650391
	Iteration 9Q: 3 clusters Score -140403 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -140452.203125 Penalty: 3799.650391
	Iteration 10Q: 3 clusters Score -140452.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -140490.593750 Penalty: 3799.650391
	Iteration 11Q: 3 clusters Score -140490.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -140519.812500 Penalty: 3799.650391
	Iteration 12Q: 3 clusters Score -140519.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -140562.718750 Penalty: 3799.650391
	Iteration 13Q: 3 clusters Score -140562.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -140589.562500 Penalty: 3799.650391
	Iteration 14Q: 3 clusters Score -140589.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -140611.265625 Penalty: 3799.650391
	Iteration 15Q: 3 clusters Score -140611.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -140624.796875 Penalty: 3799.650391
	Iteration 16Q: 3 clusters Score -140624.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -140638.359375 Penalty: 3799.650391
	Iteration 17Q: 3 clusters Score -140638.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -140647.984375 Penalty: 3799.650391
	Iteration 18Q: 3 clusters Score -140648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -140653.406250 Penalty: 3799.650391
	Iteration 19Q: 3 clusters Score -140653.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -140656.421875 Penalty: 3799.650391
	Iteration 20F: 3 clusters Score -140656.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -140658.265625 Penalty: 3799.650391
	Iteration 21Q: 3 clusters Score -140658.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -140660.609375 Penalty: 3799.650391
	Iteration 22Q: 3 clusters Score -140660.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -140663.406250 Penalty: 3799.650391
	Iteration 23Q: 3 clusters Score -140663.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -140664.140625 Penalty: 3799.650391
	Iteration 24Q: 3 clusters Score -140664.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -140664.609375 Penalty: 3799.650391
	Iteration 25Q: 3 clusters Score -140664.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -140664.546875 Penalty: 3799.650391
	Iteration 26Q: 3 clusters Score -140664.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -140664.546875 Penalty: 3799.650391
	Iteration 27F: 3 clusters Score -140664.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (28266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28266 members 
Entering Unmasked Estep 
Score: -2173704.250000 Penalty: 2541.854980
	Iteration 0F: 2 clusters Score -2173704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -2154393.000000 Penalty: 5083.709961
	Iteration 0F: 3 clusters Score -2154393 nChanged 12653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -2161479.750000 Penalty: 5083.709961
	Iteration 1F: 3 clusters Score -2161480 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -2162386.500000 Penalty: 5083.709961
	Iteration 2F: 3 clusters Score -2162386 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -2163705.000000 Penalty: 5083.709961
	Iteration 3F: 3 clusters Score -2163705 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -2164991.750000 Penalty: 5083.709961
	Iteration 4F: 3 clusters Score -2164992 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -2166082.500000 Penalty: 5083.709961
	Iteration 5F: 3 clusters Score -2166082 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 16276 members 
Entering Unmasked Estep 
Score: -2167029.000000 Penalty: 5083.709961
	Iteration 6F: 3 clusters Score -2167029 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -2167910.750000 Penalty: 5083.709961
	Iteration 7F: 3 clusters Score -2167911 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 17941 members 
Entering Unmasked Estep 
Score: -2168741.000000 Penalty: 5083.709961
	Iteration 8Q: 3 clusters Score -2168741 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 18703 members 
Entering Unmasked Estep 
Score: -2169456.000000 Penalty: 5083.709961
	Iteration 9Q: 3 clusters Score -2169456 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 19431 members 
Entering Unmasked Estep 
Score: -2170049.000000 Penalty: 5083.709961
	Iteration 10Q: 3 clusters Score -2170049 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 20129 members 
Entering Unmasked Estep 
Score: -2170559.500000 Penalty: 5083.709961
	Iteration 11Q: 3 clusters Score -2170560 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 20770 members 
Entering Unmasked Estep 
Score: -2170951.500000 Penalty: 5083.709961
	Iteration 12Q: 3 clusters Score -2170952 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 21343 members 
Entering Unmasked Estep 
Score: -2171269.750000 Penalty: 5083.709961
	Iteration 13Q: 3 clusters Score -2171270 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 21820 members 
Entering Unmasked Estep 
Score: -2171491.000000 Penalty: 5083.709961
	Iteration 14Q: 3 clusters Score -2171491 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 22277 members 
Entering Unmasked Estep 
Score: -2171697.500000 Penalty: 5083.709961
	Iteration 15Q: 3 clusters Score -2171698 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 22720 members 
Entering Unmasked Estep 
Score: -2171882.000000 Penalty: 5083.709961
	Iteration 16Q: 3 clusters Score -2171882 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 23129 members 
Entering Unmasked Estep 
Score: -2172058.750000 Penalty: 5083.709961
	Iteration 17Q: 3 clusters Score -2172059 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 23513 members 
Entering Unmasked Estep 
Score: -2172236.000000 Penalty: 5083.709961
	Iteration 18Q: 3 clusters Score -2172236 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 23861 members 
Entering Unmasked Estep 
Score: -2172386.750000 Penalty: 5083.709961
	Iteration 19Q: 3 clusters Score -2172387 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 24179 members 
Entering Unmasked Estep 
Score: -2172539.250000 Penalty: 5083.709961
	Iteration 20F: 3 clusters Score -2172539 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 24467 members 
Entering Unmasked Estep 
Score: -2172659.750000 Penalty: 5083.709961
	Iteration 21Q: 3 clusters Score -2172660 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 24716 members 
Entering Unmasked Estep 
Score: -2172763.000000 Penalty: 5083.709961
	Iteration 22Q: 3 clusters Score -2172763 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 24946 members 
Entering Unmasked Estep 
Score: -2172880.000000 Penalty: 5083.709961
	Iteration 23Q: 3 clusters Score -2172880 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 25154 members 
Entering Unmasked Estep 
Score: -2172978.750000 Penalty: 5083.709961
	Iteration 24Q: 3 clusters Score -2172979 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 25324 members 
Entering Unmasked Estep 
Score: -2173071.000000 Penalty: 5083.709961
	Iteration 25Q: 3 clusters Score -2173071 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 25516 members 
Entering Unmasked Estep 
Score: -2173171.000000 Penalty: 5083.709961
	Iteration 26Q: 3 clusters Score -2173171 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 25690 members 
Entering Unmasked Estep 
Score: -2173247.750000 Penalty: 5083.709961
	Iteration 27Q: 3 clusters Score -2173248 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 25839 members 
Entering Unmasked Estep 
Score: -2173322.500000 Penalty: 5083.709961
	Iteration 28Q: 3 clusters Score -2173322 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 25955 members 
Entering Unmasked Estep 
Score: -2173374.000000 Penalty: 5083.709961
	Iteration 29Q: 3 clusters Score -2173374 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 26057 members 
Entering Unmasked Estep 
Score: -2173418.500000 Penalty: 5083.709961
	Iteration 30Q: 3 clusters Score -2173418 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 26144 members 
Entering Unmasked Estep 
Score: -2173474.000000 Penalty: 5083.709961
	Iteration 31Q: 3 clusters Score -2173474 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 26224 members 
Entering Unmasked Estep 
Score: -2173520.000000 Penalty: 5083.709961
	Iteration 32Q: 3 clusters Score -2173520 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 26302 members 
Entering Unmasked Estep 
Score: -2173569.000000 Penalty: 5083.709961
	Iteration 33Q: 3 clusters Score -2173569 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 26386 members 
Entering Unmasked Estep 
Score: -2173623.500000 Penalty: 5083.709961
	Iteration 34Q: 3 clusters Score -2173624 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 26451 members 
Entering Unmasked Estep 
Score: -2173662.500000 Penalty: 5083.709961
	Iteration 35Q: 3 clusters Score -2173662 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 26488 members 
Entering Unmasked Estep 
Score: -2173675.500000 Penalty: 5083.709961
	Iteration 36Q: 3 clusters Score -2173676 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 26524 members 
Entering Unmasked Estep 
Score: -2173689.000000 Penalty: 5083.709961
	Iteration 37Q: 3 clusters Score -2173689 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 26545 members 
Entering Unmasked Estep 
Score: -2173700.250000 Penalty: 5083.709961
	Iteration 38Q: 3 clusters Score -2173700 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 26568 members 
Entering Unmasked Estep 
Score: -2173708.500000 Penalty: 5083.709961
	Iteration 39Q: 3 clusters Score -2173708 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 26578 members 
Entering Unmasked Estep 
Score: -2173710.500000 Penalty: 5083.709961
	Iteration 40F: 3 clusters Score -2173710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 26583 members 
Entering Unmasked Estep 
Score: -2173714.250000 Penalty: 5083.709961
	Iteration 41Q: 3 clusters Score -2173714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 26587 members 
Entering Unmasked Estep 
Score: -2173715.750000 Penalty: 5083.709961
	Iteration 42Q: 3 clusters Score -2173716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 26589 members 
Entering Unmasked Estep 
Score: -2173716.250000 Penalty: 5083.709961
	Iteration 43Q: 3 clusters Score -2173716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 26592 members 
Entering Unmasked Estep 
Score: -2173715.750000 Penalty: 5083.709961
	Iteration 44Q: 3 clusters Score -2173716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 26592 members 
Entering Unmasked Estep 
Score: -2173715.750000 Penalty: 5083.709961
	Iteration 45F: 3 clusters Score -2173716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 2934 members 
Mstep: Class 3 contains 107962 members 
Mstep: Class 4 contains 3716 members 
Mstep: Class 5 contains 387648 members 
Mstep: Class 6 contains 4473 members 
Mstep: Class 7 contains 5944 members 
Mstep: Class 8 contains 6826 members 
Mstep: Class 9 contains 5231 members 
Mstep: Class 10 contains 30317 members 
Mstep: Class 11 contains 214894 members 
Mstep: Class 12 contains 49711 members 
Mstep: Class 13 contains 154223 members 
Mstep: Class 14 contains 77064 members 
Mstep: Class 15 contains 74565 members 
Mstep: Class 16 contains 88617 members 
Mstep: Class 17 contains 2123 members 
Mstep: Class 18 contains 1674 members 
Mstep: Class 19 contains 4568 members 
Mstep: Class 20 contains 8481 members 
Mstep: Class 21 contains 45316 members 
Mstep: Class 22 contains 27940 members 
Mstep: Class 23 contains 9119 members 
Mstep: Class 24 contains 7584 members 
Mstep: Class 25 contains 24497 members 
Mstep: Class 26 contains 15473 members 
Mstep: Class 27 contains 6081 members 
Mstep: Class 28 contains 7827 members 
Mstep: Class 29 contains 3601 members 
Mstep: Class 30 contains 10006 members 
Mstep: Class 31 contains 24831 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 10070 members 
Mstep: Class 34 contains 26592 members 
Entering Unmasked Estep 
Score: -111980728.000000 Penalty: 119701.210938
Splitting cluster 18 changes total score from -111982088.000000 to -111980728.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (4568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Entering Unmasked Estep 
Score: -333035.531250 Penalty: 2089.854004
	Iteration 0F: 2 clusters Score -333035.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -328839.718750 Penalty: 4179.708008
	Iteration 0F: 3 clusters Score -328839.7 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -329999.218750 Penalty: 4179.708008
	Iteration 1F: 3 clusters Score -329999.2 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -330573.187500 Penalty: 4179.708008
	Iteration 2F: 3 clusters Score -330573.2 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -331180.625000 Penalty: 4179.708008
	Iteration 3F: 3 clusters Score -331180.6 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -331662.781250 Penalty: 4179.708008
	Iteration 4F: 3 clusters Score -331662.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -331959.062500 Penalty: 4179.708008
	Iteration 5F: 3 clusters Score -331959.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -332135.375000 Penalty: 4179.708008
	Iteration 6Q: 3 clusters Score -332135.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -332238.406250 Penalty: 4179.708008
	Iteration 7Q: 3 clusters Score -332238.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -332294.093750 Penalty: 4179.708008
	Iteration 8Q: 3 clusters Score -332294.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -332329.593750 Penalty: 4179.708008
	Iteration 9Q: 3 clusters Score -332329.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -332352.531250 Penalty: 4179.708008
	Iteration 10Q: 3 clusters Score -332352.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -332364.500000 Penalty: 4179.708008
	Iteration 11Q: 3 clusters Score -332364.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -332369.375000 Penalty: 4179.708008
	Iteration 12Q: 3 clusters Score -332369.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -332372.750000 Penalty: 4179.708008
	Iteration 13Q: 3 clusters Score -332372.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -332375.531250 Penalty: 4179.708008
	Iteration 14Q: 3 clusters Score -332375.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -332378.000000 Penalty: 4179.708008
	Iteration 15Q: 3 clusters Score -332378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -332379.875000 Penalty: 4179.708008
	Iteration 16Q: 3 clusters Score -332379.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -332383.343750 Penalty: 4179.708008
	Iteration 17Q: 3 clusters Score -332383.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -332388.031250 Penalty: 4179.708008
	Iteration 18Q: 3 clusters Score -332388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -332390.187500 Penalty: 4179.708008
	Iteration 19Q: 3 clusters Score -332390.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -332393.625000 Penalty: 4179.708008
	Iteration 20F: 3 clusters Score -332393.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -332395.562500 Penalty: 4179.708008
	Iteration 21Q: 3 clusters Score -332395.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -332396.750000 Penalty: 4179.708008
	Iteration 22Q: 3 clusters Score -332396.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -332397.593750 Penalty: 4179.708008
	Iteration 23Q: 3 clusters Score -332397.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -332399.093750 Penalty: 4179.708008
	Iteration 24Q: 3 clusters Score -332399.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -332400.125000 Penalty: 4179.708008
	Iteration 25Q: 3 clusters Score -332400.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -332401.562500 Penalty: 4179.708008
	Iteration 26Q: 3 clusters Score -332401.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -332401.218750 Penalty: 4179.708008
	Iteration 27Q: 3 clusters Score -332401.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -332401.218750 Penalty: 4179.708008
	Iteration 28F: 3 clusters Score -332401.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Entering Unmasked Estep 
Score: -653446.750000 Penalty: 2243.304688
	Iteration 0F: 2 clusters Score -653446.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -646754.250000 Penalty: 4486.609375
	Iteration 0F: 3 clusters Score -646754.2 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -648865.625000 Penalty: 4486.609375
	Iteration 1F: 3 clusters Score -648865.6 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -649366.187500 Penalty: 4486.609375
	Iteration 2F: 3 clusters Score -649366.2 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -649794.500000 Penalty: 4486.609375
	Iteration 3F: 3 clusters Score -649794.5 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -650149.000000 Penalty: 4486.609375
	Iteration 4F: 3 clusters Score -650149 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -650454.250000 Penalty: 4486.609375
	Iteration 5Q: 3 clusters Score -650454.2 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -650744.750000 Penalty: 4486.609375
	Iteration 6F: 3 clusters Score -650744.8 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -650991.687500 Penalty: 4486.609375
	Iteration 7Q: 3 clusters Score -650991.7 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -651169.312500 Penalty: 4486.609375
	Iteration 8Q: 3 clusters Score -651169.3 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -651294.437500 Penalty: 4486.609375
	Iteration 9Q: 3 clusters Score -651294.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -651378.687500 Penalty: 4486.609375
	Iteration 10Q: 3 clusters Score -651378.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -651449.500000 Penalty: 4486.609375
	Iteration 11Q: 3 clusters Score -651449.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -651525.312500 Penalty: 4486.609375
	Iteration 12Q: 3 clusters Score -651525.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -651608.000000 Penalty: 4486.609375
	Iteration 13Q: 3 clusters Score -651608 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -651714.687500 Penalty: 4486.609375
	Iteration 14Q: 3 clusters Score -651714.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -651799.687500 Penalty: 4486.609375
	Iteration 15Q: 3 clusters Score -651799.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -651886.812500 Penalty: 4486.609375
	Iteration 16Q: 3 clusters Score -651886.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -651978.312500 Penalty: 4486.609375
	Iteration 17Q: 3 clusters Score -651978.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -652065.250000 Penalty: 4486.609375
	Iteration 18Q: 3 clusters Score -652065.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -652158.000000 Penalty: 4486.609375
	Iteration 19Q: 3 clusters Score -652158 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -652257.937500 Penalty: 4486.609375
	Iteration 20F: 3 clusters Score -652257.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -652347.250000 Penalty: 4486.609375
	Iteration 21Q: 3 clusters Score -652347.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -652444.000000 Penalty: 4486.609375
	Iteration 22Q: 3 clusters Score -652444 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -652535.937500 Penalty: 4486.609375
	Iteration 23Q: 3 clusters Score -652535.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -652595.812500 Penalty: 4486.609375
	Iteration 24Q: 3 clusters Score -652595.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -652638.125000 Penalty: 4486.609375
	Iteration 25Q: 3 clusters Score -652638.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -652677.812500 Penalty: 4486.609375
	Iteration 26Q: 3 clusters Score -652677.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -652700.312500 Penalty: 4486.609375
	Iteration 27Q: 3 clusters Score -652700.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -652717.812500 Penalty: 4486.609375
	Iteration 28Q: 3 clusters Score -652717.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -652729.562500 Penalty: 4486.609375
	Iteration 29Q: 3 clusters Score -652729.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -652734.000000 Penalty: 4486.609375
	Iteration 30Q: 3 clusters Score -652734 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -652738.375000 Penalty: 4486.609375
	Iteration 31Q: 3 clusters Score -652738.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -652738.875000 Penalty: 4486.609375
	Iteration 32Q: 3 clusters Score -652738.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -652740.375000 Penalty: 4486.609375
	Iteration 33Q: 3 clusters Score -652740.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -652741.875000 Penalty: 4486.609375
	Iteration 34Q: 3 clusters Score -652741.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -652742.812500 Penalty: 4486.609375
	Iteration 35Q: 3 clusters Score -652742.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -652743.250000 Penalty: 4486.609375
	Iteration 36Q: 3 clusters Score -652743.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -652743.000000 Penalty: 4486.609375
	Iteration 37Q: 3 clusters Score -652743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -652742.562500 Penalty: 4486.609375
	Iteration 38Q: 3 clusters Score -652742.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -652743.687500 Penalty: 4486.609375
	Iteration 39Q: 3 clusters Score -652743.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -652743.187500 Penalty: 4486.609375
	Iteration 40F: 3 clusters Score -652743.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -652743.875000 Penalty: 4486.609375
	Iteration 41Q: 3 clusters Score -652743.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -652743.875000 Penalty: 4486.609375
	Iteration 42F: 3 clusters Score -652743.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (45316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45316 members 
Entering Unmasked Estep 
Score: -3553109.250000 Penalty: 2658.911133
	Iteration 0F: 2 clusters Score -3553109 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22726 members 
Mstep: Class 2 contains 22590 members 
Entering Unmasked Estep 
Score: -3522679.500000 Penalty: 5317.822266
	Iteration 0F: 3 clusters Score -3522680 nChanged 20842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23368 members 
Mstep: Class 2 contains 21948 members 
Entering Unmasked Estep 
Score: -3534021.250000 Penalty: 5317.822266
	Iteration 1F: 3 clusters Score -3534021 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 21512 members 
Entering Unmasked Estep 
Score: -3534565.500000 Penalty: 5317.822266
	Iteration 2Q: 3 clusters Score -3534566 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24485 members 
Mstep: Class 2 contains 20831 members 
Entering Unmasked Estep 
Score: -3535083.750000 Penalty: 5317.822266
	Iteration 3Q: 3 clusters Score -3535084 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25458 members 
Mstep: Class 2 contains 19858 members 
Entering Unmasked Estep 
Score: -3535670.000000 Penalty: 5317.822266
	Iteration 4Q: 3 clusters Score -3535670 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26806 members 
Mstep: Class 2 contains 18510 members 
Entering Unmasked Estep 
Score: -3536479.250000 Penalty: 5317.822266
	Iteration 5Q: 3 clusters Score -3536479 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28530 members 
Mstep: Class 2 contains 16786 members 
Entering Unmasked Estep 
Score: -3537486.000000 Penalty: 5317.822266
	Iteration 6Q: 3 clusters Score -3537486 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30774 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -3538895.250000 Penalty: 5317.822266
	Iteration 7F: 3 clusters Score -3538895 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33537 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -3540926.000000 Penalty: 5317.822266
	Iteration 8F: 3 clusters Score -3540926 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36656 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -3543539.250000 Penalty: 5317.822266
	Iteration 9F: 3 clusters Score -3543539 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39581 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -3546141.500000 Penalty: 5317.822266
	Iteration 10F: 3 clusters Score -3546142 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41860 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -3548194.500000 Penalty: 5317.822266
	Iteration 11F: 3 clusters Score -3548194 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43351 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -3549562.750000 Penalty: 5317.822266
	Iteration 12Q: 3 clusters Score -3549563 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44142 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -3550250.000000 Penalty: 5317.822266
	Iteration 13Q: 3 clusters Score -3550250 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44530 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -3550615.500000 Penalty: 5317.822266
	Iteration 14Q: 3 clusters Score -3550616 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44693 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -3550794.000000 Penalty: 5317.822266
	Iteration 15Q: 3 clusters Score -3550794 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44762 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -3550874.500000 Penalty: 5317.822266
	Iteration 16Q: 3 clusters Score -3550874 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44798 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -3550924.500000 Penalty: 5317.822266
	Iteration 17Q: 3 clusters Score -3550924 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44823 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -3550945.750000 Penalty: 5317.822266
	Iteration 18Q: 3 clusters Score -3550946 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44846 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -3550977.250000 Penalty: 5317.822266
	Iteration 19Q: 3 clusters Score -3550977 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44853 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -3551001.750000 Penalty: 5317.822266
	Iteration 20F: 3 clusters Score -3551002 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44852 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -3551012.250000 Penalty: 5317.822266
	Iteration 21Q: 3 clusters Score -3551012 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44857 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -3551029.500000 Penalty: 5317.822266
	Iteration 22Q: 3 clusters Score -3551030 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44859 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -3551040.500000 Penalty: 5317.822266
	Iteration 23Q: 3 clusters Score -3551040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44861 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -3551044.000000 Penalty: 5317.822266
	Iteration 24Q: 3 clusters Score -3551044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44864 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -3551051.750000 Penalty: 5317.822266
	Iteration 25Q: 3 clusters Score -3551052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44866 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -3551054.250000 Penalty: 5317.822266
	Iteration 26Q: 3 clusters Score -3551054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44871 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -3551060.500000 Penalty: 5317.822266
	Iteration 27Q: 3 clusters Score -3551060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44875 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -3551063.750000 Penalty: 5317.822266
	Iteration 28Q: 3 clusters Score -3551064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44877 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -3551062.250000 Penalty: 5317.822266
	Iteration 29Q: 3 clusters Score -3551062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44877 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -3551062.250000 Penalty: 5317.822266
	Iteration 30F: 3 clusters Score -3551062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (27940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27940 members 
Entering Unmasked Estep 
Score: -2280396.500000 Penalty: 2538.978027
	Iteration 0F: 2 clusters Score -2280396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -2261201.750000 Penalty: 5077.956055
	Iteration 0F: 3 clusters Score -2261202 nChanged 12566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -2268794.000000 Penalty: 5077.956055
	Iteration 1F: 3 clusters Score -2268794 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -2269679.250000 Penalty: 5077.956055
	Iteration 2F: 3 clusters Score -2269679 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -2270525.000000 Penalty: 5077.956055
	Iteration 3F: 3 clusters Score -2270525 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -2271527.000000 Penalty: 5077.956055
	Iteration 4F: 3 clusters Score -2271527 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
Score: -2272701.750000 Penalty: 5077.956055
	Iteration 5F: 3 clusters Score -2272702 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 18030 members 
Entering Unmasked Estep 
Score: -2274153.750000 Penalty: 5077.956055
	Iteration 6F: 3 clusters Score -2274154 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 19308 members 
Entering Unmasked Estep 
Score: -2275621.000000 Penalty: 5077.956055
	Iteration 7F: 3 clusters Score -2275621 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 20262 members 
Entering Unmasked Estep 
Score: -2276596.750000 Penalty: 5077.956055
	Iteration 8Q: 3 clusters Score -2276597 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 20957 members 
Entering Unmasked Estep 
Score: -2277175.500000 Penalty: 5077.956055
	Iteration 9Q: 3 clusters Score -2277176 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 21528 members 
Entering Unmasked Estep 
Score: -2277489.000000 Penalty: 5077.956055
	Iteration 10Q: 3 clusters Score -2277489 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 22013 members 
Entering Unmasked Estep 
Score: -2277741.750000 Penalty: 5077.956055
	Iteration 11Q: 3 clusters Score -2277742 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 22446 members 
Entering Unmasked Estep 
Score: -2277946.750000 Penalty: 5077.956055
	Iteration 12Q: 3 clusters Score -2277947 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 22835 members 
Entering Unmasked Estep 
Score: -2278100.000000 Penalty: 5077.956055
	Iteration 13Q: 3 clusters Score -2278100 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 23171 members 
Entering Unmasked Estep 
Score: -2278236.250000 Penalty: 5077.956055
	Iteration 14Q: 3 clusters Score -2278236 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 23516 members 
Entering Unmasked Estep 
Score: -2278360.000000 Penalty: 5077.956055
	Iteration 15Q: 3 clusters Score -2278360 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 23823 members 
Entering Unmasked Estep 
Score: -2278467.750000 Penalty: 5077.956055
	Iteration 16Q: 3 clusters Score -2278468 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 24103 members 
Entering Unmasked Estep 
Score: -2278564.000000 Penalty: 5077.956055
	Iteration 17Q: 3 clusters Score -2278564 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 24323 members 
Entering Unmasked Estep 
Score: -2278638.000000 Penalty: 5077.956055
	Iteration 18Q: 3 clusters Score -2278638 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 24525 members 
Entering Unmasked Estep 
Score: -2278701.000000 Penalty: 5077.956055
	Iteration 19Q: 3 clusters Score -2278701 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 24723 members 
Entering Unmasked Estep 
Score: -2278762.500000 Penalty: 5077.956055
	Iteration 20F: 3 clusters Score -2278762 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 24897 members 
Entering Unmasked Estep 
Score: -2278820.000000 Penalty: 5077.956055
	Iteration 21Q: 3 clusters Score -2278820 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 25061 members 
Entering Unmasked Estep 
Score: -2278874.500000 Penalty: 5077.956055
	Iteration 22Q: 3 clusters Score -2278874 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 25220 members 
Entering Unmasked Estep 
Score: -2278918.250000 Penalty: 5077.956055
	Iteration 23Q: 3 clusters Score -2278918 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 25348 members 
Entering Unmasked Estep 
Score: -2278955.250000 Penalty: 5077.956055
	Iteration 24Q: 3 clusters Score -2278955 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 25470 members 
Entering Unmasked Estep 
Score: -2278991.000000 Penalty: 5077.956055
	Iteration 25Q: 3 clusters Score -2278991 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 25581 members 
Entering Unmasked Estep 
Score: -2279029.500000 Penalty: 5077.956055
	Iteration 26Q: 3 clusters Score -2279030 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 25684 members 
Entering Unmasked Estep 
Score: -2279062.000000 Penalty: 5077.956055
	Iteration 27Q: 3 clusters Score -2279062 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 25775 members 
Entering Unmasked Estep 
Score: -2279087.250000 Penalty: 5077.956055
	Iteration 28Q: 3 clusters Score -2279087 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 25849 members 
Entering Unmasked Estep 
Score: -2279106.500000 Penalty: 5077.956055
	Iteration 29Q: 3 clusters Score -2279106 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 25907 members 
Entering Unmasked Estep 
Score: -2279122.250000 Penalty: 5077.956055
	Iteration 30Q: 3 clusters Score -2279122 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 25963 members 
Entering Unmasked Estep 
Score: -2279135.750000 Penalty: 5077.956055
	Iteration 31Q: 3 clusters Score -2279136 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 26013 members 
Entering Unmasked Estep 
Score: -2279149.250000 Penalty: 5077.956055
	Iteration 32Q: 3 clusters Score -2279149 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 26056 members 
Entering Unmasked Estep 
Score: -2279157.000000 Penalty: 5077.956055
	Iteration 33Q: 3 clusters Score -2279157 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 26097 members 
Entering Unmasked Estep 
Score: -2279172.500000 Penalty: 5077.956055
	Iteration 34Q: 3 clusters Score -2279172 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 26135 members 
Entering Unmasked Estep 
Score: -2279178.750000 Penalty: 5077.956055
	Iteration 35Q: 3 clusters Score -2279179 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 26161 members 
Entering Unmasked Estep 
Score: -2279184.000000 Penalty: 5077.956055
	Iteration 36Q: 3 clusters Score -2279184 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 26189 members 
Entering Unmasked Estep 
Score: -2279197.750000 Penalty: 5077.956055
	Iteration 37Q: 3 clusters Score -2279198 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 26211 members 
Entering Unmasked Estep 
Score: -2279204.250000 Penalty: 5077.956055
	Iteration 38Q: 3 clusters Score -2279204 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 26233 members 
Entering Unmasked Estep 
Score: -2279206.500000 Penalty: 5077.956055
	Iteration 39Q: 3 clusters Score -2279206 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 26253 members 
Entering Unmasked Estep 
Score: -2279216.750000 Penalty: 5077.956055
	Iteration 40F: 3 clusters Score -2279217 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 26279 members 
Entering Unmasked Estep 
Score: -2279218.500000 Penalty: 5077.956055
	Iteration 41Q: 3 clusters Score -2279218 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 26297 members 
Entering Unmasked Estep 
Score: -2279228.750000 Penalty: 5077.956055
	Iteration 42Q: 3 clusters Score -2279229 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 26313 members 
Entering Unmasked Estep 
Score: -2279228.250000 Penalty: 5077.956055
	Iteration 43Q: 3 clusters Score -2279228 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 26325 members 
Entering Unmasked Estep 
Score: -2279233.000000 Penalty: 5077.956055
	Iteration 44Q: 3 clusters Score -2279233 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 26342 members 
Entering Unmasked Estep 
Score: -2279240.500000 Penalty: 5077.956055
	Iteration 45Q: 3 clusters Score -2279240 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 26352 members 
Entering Unmasked Estep 
Score: -2279242.500000 Penalty: 5077.956055
	Iteration 46Q: 3 clusters Score -2279242 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 26364 members 
Entering Unmasked Estep 
Score: -2279244.500000 Penalty: 5077.956055
	Iteration 47Q: 3 clusters Score -2279244 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 26374 members 
Entering Unmasked Estep 
Score: -2279244.750000 Penalty: 5077.956055
	Iteration 48Q: 3 clusters Score -2279245 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 26379 members 
Entering Unmasked Estep 
Score: -2279249.250000 Penalty: 5077.956055
	Iteration 49Q: 3 clusters Score -2279249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 26382 members 
Entering Unmasked Estep 
Score: -2279247.250000 Penalty: 5077.956055
	Iteration 50Q: 3 clusters Score -2279247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 26383 members 
Entering Unmasked Estep 
Score: -2279249.250000 Penalty: 5077.956055
	Iteration 51Q: 3 clusters Score -2279249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 26384 members 
Entering Unmasked Estep 
Score: -2279252.000000 Penalty: 5077.956055
	Iteration 52Q: 3 clusters Score -2279252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 26385 members 
Entering Unmasked Estep 
Score: -2279254.500000 Penalty: 5077.956055
	Iteration 53Q: 3 clusters Score -2279254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 26385 members 
Entering Unmasked Estep 
Score: -2279254.500000 Penalty: 5077.956055
	Iteration 54F: 3 clusters Score -2279254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Entering Unmasked Estep 
Score: -672712.500000 Penalty: 2261.292725
	Iteration 0F: 2 clusters Score -672712.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -665656.812500 Penalty: 4522.585449
	Iteration 0F: 3 clusters Score -665656.8 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -667768.000000 Penalty: 4522.585449
	Iteration 1F: 3 clusters Score -667768 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -668139.062500 Penalty: 4522.585449
	Iteration 2F: 3 clusters Score -668139.1 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -668414.500000 Penalty: 4522.585449
	Iteration 3F: 3 clusters Score -668414.5 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -668723.625000 Penalty: 4522.585449
	Iteration 4Q: 3 clusters Score -668723.6 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -669090.000000 Penalty: 4522.585449
	Iteration 5Q: 3 clusters Score -669090 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -669448.187500 Penalty: 4522.585449
	Iteration 6F: 3 clusters Score -669448.2 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -669827.437500 Penalty: 4522.585449
	Iteration 7F: 3 clusters Score -669827.4 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -670257.625000 Penalty: 4522.585449
	Iteration 8F: 3 clusters Score -670257.6 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -670723.375000 Penalty: 4522.585449
	Iteration 9F: 3 clusters Score -670723.4 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -671146.687500 Penalty: 4522.585449
	Iteration 10Q: 3 clusters Score -671146.7 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -671527.312500 Penalty: 4522.585449
	Iteration 11Q: 3 clusters Score -671527.3 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -671826.562500 Penalty: 4522.585449
	Iteration 12Q: 3 clusters Score -671826.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -672081.375000 Penalty: 4522.585449
	Iteration 13Q: 3 clusters Score -672081.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -672293.687500 Penalty: 4522.585449
	Iteration 14Q: 3 clusters Score -672293.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -672500.062500 Penalty: 4522.585449
	Iteration 15Q: 3 clusters Score -672500.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -672711.187500 Penalty: 4522.585449
	Iteration 16Q: 3 clusters Score -672711.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -672945.375000 Penalty: 4522.585449
	Iteration 17Q: 3 clusters Score -672945.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -673223.062500 Penalty: 4522.585449
	Iteration 18Q: 3 clusters Score -673223.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -673415.562500 Penalty: 4522.585449
	Iteration 19Q: 3 clusters Score -673415.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -673480.187500 Penalty: 4522.585449
	Iteration 20F: 3 clusters Score -673480.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -673501.062500 Penalty: 4522.585449
	Iteration 21Q: 3 clusters Score -673501.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -673514.812500 Penalty: 4522.585449
	Iteration 22Q: 3 clusters Score -673514.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -673526.375000 Penalty: 4522.585449
	Iteration 23Q: 3 clusters Score -673526.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -673527.500000 Penalty: 4522.585449
	Iteration 24Q: 3 clusters Score -673527.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -673531.812500 Penalty: 4522.585449
	Iteration 25Q: 3 clusters Score -673531.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -673533.125000 Penalty: 4522.585449
	Iteration 26Q: 3 clusters Score -673533.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -673532.687500 Penalty: 4522.585449
	Iteration 27Q: 3 clusters Score -673532.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -673532.500000 Penalty: 4522.585449
	Iteration 28Q: 3 clusters Score -673532.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -673532.500000 Penalty: 4522.585449
	Iteration 29F: 3 clusters Score -673532.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 2934 members 
Mstep: Class 3 contains 107962 members 
Mstep: Class 4 contains 3716 members 
Mstep: Class 5 contains 387648 members 
Mstep: Class 6 contains 4473 members 
Mstep: Class 7 contains 5944 members 
Mstep: Class 8 contains 6826 members 
Mstep: Class 9 contains 5231 members 
Mstep: Class 10 contains 30317 members 
Mstep: Class 11 contains 214894 members 
Mstep: Class 12 contains 49711 members 
Mstep: Class 13 contains 154223 members 
Mstep: Class 14 contains 77064 members 
Mstep: Class 15 contains 74565 members 
Mstep: Class 16 contains 88617 members 
Mstep: Class 17 contains 2123 members 
Mstep: Class 18 contains 28266 members 
Mstep: Class 19 contains 4568 members 
Mstep: Class 20 contains 8481 members 
Mstep: Class 21 contains 45316 members 
Mstep: Class 22 contains 27940 members 
Mstep: Class 23 contains 4933 members 
Mstep: Class 24 contains 7584 members 
Mstep: Class 25 contains 24497 members 
Mstep: Class 26 contains 15473 members 
Mstep: Class 27 contains 6081 members 
Mstep: Class 28 contains 7827 members 
Mstep: Class 29 contains 3601 members 
Mstep: Class 30 contains 10006 members 
Mstep: Class 31 contains 24831 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 10070 members 
Mstep: Class 34 contains 4186 members 
Entering Unmasked Estep 
Score: -111981848.000000 Penalty: 119701.210938
Splitting cluster 23 changes total score from -111982088.000000 to -111981848.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (7584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Entering Unmasked Estep 
Score: -542910.500000 Penalty: 2215.581299
	Iteration 0F: 2 clusters Score -542910.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -536677.875000 Penalty: 4431.162598
	Iteration 0F: 3 clusters Score -536677.9 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -538362.687500 Penalty: 4431.162598
	Iteration 1F: 3 clusters Score -538362.7 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -538756.937500 Penalty: 4431.162598
	Iteration 2F: 3 clusters Score -538756.9 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -539114.625000 Penalty: 4431.162598
	Iteration 3F: 3 clusters Score -539114.6 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -539466.375000 Penalty: 4431.162598
	Iteration 4F: 3 clusters Score -539466.4 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -539868.062500 Penalty: 4431.162598
	Iteration 5F: 3 clusters Score -539868.1 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -540283.437500 Penalty: 4431.162598
	Iteration 6F: 3 clusters Score -540283.4 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -540676.625000 Penalty: 4431.162598
	Iteration 7F: 3 clusters Score -540676.6 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -541078.562500 Penalty: 4431.162598
	Iteration 8F: 3 clusters Score -541078.6 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -541420.312500 Penalty: 4431.162598
	Iteration 9Q: 3 clusters Score -541420.3 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -541618.187500 Penalty: 4431.162598
	Iteration 10Q: 3 clusters Score -541618.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -541712.562500 Penalty: 4431.162598
	Iteration 11Q: 3 clusters Score -541712.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -541763.750000 Penalty: 4431.162598
	Iteration 12Q: 3 clusters Score -541763.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -541800.375000 Penalty: 4431.162598
	Iteration 13Q: 3 clusters Score -541800.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -541824.625000 Penalty: 4431.162598
	Iteration 14Q: 3 clusters Score -541824.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -541840.187500 Penalty: 4431.162598
	Iteration 15Q: 3 clusters Score -541840.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -541856.750000 Penalty: 4431.162598
	Iteration 16Q: 3 clusters Score -541856.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -541876.375000 Penalty: 4431.162598
	Iteration 17Q: 3 clusters Score -541876.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -541895.250000 Penalty: 4431.162598
	Iteration 18Q: 3 clusters Score -541895.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -541915.000000 Penalty: 4431.162598
	Iteration 19Q: 3 clusters Score -541915 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -541930.750000 Penalty: 4431.162598
	Iteration 20F: 3 clusters Score -541930.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -541939.687500 Penalty: 4431.162598
	Iteration 21Q: 3 clusters Score -541939.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -541946.500000 Penalty: 4431.162598
	Iteration 22Q: 3 clusters Score -541946.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -541955.000000 Penalty: 4431.162598
	Iteration 23Q: 3 clusters Score -541955 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -541958.750000 Penalty: 4431.162598
	Iteration 24Q: 3 clusters Score -541958.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -541965.125000 Penalty: 4431.162598
	Iteration 25Q: 3 clusters Score -541965.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -541968.812500 Penalty: 4431.162598
	Iteration 26Q: 3 clusters Score -541968.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -541970.937500 Penalty: 4431.162598
	Iteration 27Q: 3 clusters Score -541970.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -541971.250000 Penalty: 4431.162598
	Iteration 28Q: 3 clusters Score -541971.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -541972.937500 Penalty: 4431.162598
	Iteration 29Q: 3 clusters Score -541972.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -541975.000000 Penalty: 4431.162598
	Iteration 30Q: 3 clusters Score -541975 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -541979.562500 Penalty: 4431.162598
	Iteration 31Q: 3 clusters Score -541979.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -541981.812500 Penalty: 4431.162598
	Iteration 32Q: 3 clusters Score -541981.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -541985.687500 Penalty: 4431.162598
	Iteration 33Q: 3 clusters Score -541985.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -541986.500000 Penalty: 4431.162598
	Iteration 34Q: 3 clusters Score -541986.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -541988.562500 Penalty: 4431.162598
	Iteration 35Q: 3 clusters Score -541988.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -541991.125000 Penalty: 4431.162598
	Iteration 36Q: 3 clusters Score -541991.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -541993.500000 Penalty: 4431.162598
	Iteration 37Q: 3 clusters Score -541993.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -541994.000000 Penalty: 4431.162598
	Iteration 38Q: 3 clusters Score -541994 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -541996.062500 Penalty: 4431.162598
	Iteration 39Q: 3 clusters Score -541996.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -542000.437500 Penalty: 4431.162598
	Iteration 40F: 3 clusters Score -542000.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -542000.125000 Penalty: 4431.162598
	Iteration 41Q: 3 clusters Score -542000.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -542002.750000 Penalty: 4431.162598
	Iteration 42Q: 3 clusters Score -542002.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -542001.875000 Penalty: 4431.162598
	Iteration 43Q: 3 clusters Score -542001.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -542002.625000 Penalty: 4431.162598
	Iteration 44Q: 3 clusters Score -542002.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -542002.375000 Penalty: 4431.162598
	Iteration 45Q: 3 clusters Score -542002.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -542003.812500 Penalty: 4431.162598
	Iteration 46Q: 3 clusters Score -542003.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -542002.187500 Penalty: 4431.162598
	Iteration 47Q: 3 clusters Score -542002.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -542003.062500 Penalty: 4431.162598
	Iteration 48Q: 3 clusters Score -542003.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -542003.312500 Penalty: 4431.162598
	Iteration 49Q: 3 clusters Score -542003.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -542003.875000 Penalty: 4431.162598
	Iteration 50Q: 3 clusters Score -542003.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -542003.062500 Penalty: 4431.162598
	Iteration 51Q: 3 clusters Score -542003.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -542002.500000 Penalty: 4431.162598
	Iteration 52Q: 3 clusters Score -542002.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -542002.500000 Penalty: 4431.162598
	Iteration 53F: 3 clusters Score -542002.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (24497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24497 members 
Entering Unmasked Estep 
Score: -1725687.000000 Penalty: 2506.364014
	Iteration 0F: 2 clusters Score -1725687 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -1708797.625000 Penalty: 5012.728027
	Iteration 0F: 3 clusters Score -1708798 nChanged 10797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -1714831.250000 Penalty: 5012.728027
	Iteration 1F: 3 clusters Score -1714831 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -1715489.750000 Penalty: 5012.728027
	Iteration 2F: 3 clusters Score -1715490 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -1716146.625000 Penalty: 5012.728027
	Iteration 3F: 3 clusters Score -1716147 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -1716840.750000 Penalty: 5012.728027
	Iteration 4F: 3 clusters Score -1716841 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -1717540.250000 Penalty: 5012.728027
	Iteration 5F: 3 clusters Score -1717540 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -1718258.250000 Penalty: 5012.728027
	Iteration 6F: 3 clusters Score -1718258 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -1718958.000000 Penalty: 5012.728027
	Iteration 7F: 3 clusters Score -1718958 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -1719585.375000 Penalty: 5012.728027
	Iteration 8Q: 3 clusters Score -1719585 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -1720028.625000 Penalty: 5012.728027
	Iteration 9Q: 3 clusters Score -1720029 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -1720388.875000 Penalty: 5012.728027
	Iteration 10Q: 3 clusters Score -1720389 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -1720676.500000 Penalty: 5012.728027
	Iteration 11Q: 3 clusters Score -1720676 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -1720922.875000 Penalty: 5012.728027
	Iteration 12Q: 3 clusters Score -1720923 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -1721101.250000 Penalty: 5012.728027
	Iteration 13Q: 3 clusters Score -1721101 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -1721268.500000 Penalty: 5012.728027
	Iteration 14Q: 3 clusters Score -1721268 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -1721401.125000 Penalty: 5012.728027
	Iteration 15Q: 3 clusters Score -1721401 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -1721528.250000 Penalty: 5012.728027
	Iteration 16Q: 3 clusters Score -1721528 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -1721625.000000 Penalty: 5012.728027
	Iteration 17Q: 3 clusters Score -1721625 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -1721725.000000 Penalty: 5012.728027
	Iteration 18Q: 3 clusters Score -1721725 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -1721799.500000 Penalty: 5012.728027
	Iteration 19Q: 3 clusters Score -1721800 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
Score: -1721855.875000 Penalty: 5012.728027
	Iteration 20F: 3 clusters Score -1721856 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -1721919.625000 Penalty: 5012.728027
	Iteration 21Q: 3 clusters Score -1721920 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -1721980.125000 Penalty: 5012.728027
	Iteration 22Q: 3 clusters Score -1721980 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -1722036.250000 Penalty: 5012.728027
	Iteration 23Q: 3 clusters Score -1722036 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 16348 members 
Entering Unmasked Estep 
Score: -1722115.750000 Penalty: 5012.728027
	Iteration 24Q: 3 clusters Score -1722116 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -1722186.375000 Penalty: 5012.728027
	Iteration 25Q: 3 clusters Score -1722186 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -1722270.750000 Penalty: 5012.728027
	Iteration 26Q: 3 clusters Score -1722271 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 17128 members 
Entering Unmasked Estep 
Score: -1722344.375000 Penalty: 5012.728027
	Iteration 27Q: 3 clusters Score -1722344 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -1722417.500000 Penalty: 5012.728027
	Iteration 28Q: 3 clusters Score -1722418 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 17631 members 
Entering Unmasked Estep 
Score: -1722492.625000 Penalty: 5012.728027
	Iteration 29Q: 3 clusters Score -1722493 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 17892 members 
Entering Unmasked Estep 
Score: -1722569.000000 Penalty: 5012.728027
	Iteration 30Q: 3 clusters Score -1722569 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 18139 members 
Entering Unmasked Estep 
Score: -1722625.375000 Penalty: 5012.728027
	Iteration 31Q: 3 clusters Score -1722625 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 18372 members 
Entering Unmasked Estep 
Score: -1722703.750000 Penalty: 5012.728027
	Iteration 32Q: 3 clusters Score -1722704 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 18591 members 
Entering Unmasked Estep 
Score: -1722766.500000 Penalty: 5012.728027
	Iteration 33Q: 3 clusters Score -1722766 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 18798 members 
Entering Unmasked Estep 
Score: -1722831.125000 Penalty: 5012.728027
	Iteration 34Q: 3 clusters Score -1722831 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 19013 members 
Entering Unmasked Estep 
Score: -1722891.500000 Penalty: 5012.728027
	Iteration 35Q: 3 clusters Score -1722892 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 19204 members 
Entering Unmasked Estep 
Score: -1722944.250000 Penalty: 5012.728027
	Iteration 36Q: 3 clusters Score -1722944 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 19372 members 
Entering Unmasked Estep 
Score: -1722989.375000 Penalty: 5012.728027
	Iteration 37Q: 3 clusters Score -1722989 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
Score: -1723038.125000 Penalty: 5012.728027
	Iteration 38Q: 3 clusters Score -1723038 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 19687 members 
Entering Unmasked Estep 
Score: -1723084.625000 Penalty: 5012.728027
	Iteration 39Q: 3 clusters Score -1723085 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 19848 members 
Entering Unmasked Estep 
Score: -1723131.500000 Penalty: 5012.728027
	Iteration 40F: 3 clusters Score -1723132 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 19997 members 
Entering Unmasked Estep 
Score: -1723175.375000 Penalty: 5012.728027
	Iteration 41Q: 3 clusters Score -1723175 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 20153 members 
Entering Unmasked Estep 
Score: -1723226.000000 Penalty: 5012.728027
	Iteration 42Q: 3 clusters Score -1723226 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 20310 members 
Entering Unmasked Estep 
Score: -1723279.000000 Penalty: 5012.728027
	Iteration 43Q: 3 clusters Score -1723279 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 20462 members 
Entering Unmasked Estep 
Score: -1723315.625000 Penalty: 5012.728027
	Iteration 44Q: 3 clusters Score -1723316 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 20613 members 
Entering Unmasked Estep 
Score: -1723360.000000 Penalty: 5012.728027
	Iteration 45Q: 3 clusters Score -1723360 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 20772 members 
Entering Unmasked Estep 
Score: -1723415.000000 Penalty: 5012.728027
	Iteration 46Q: 3 clusters Score -1723415 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 20924 members 
Entering Unmasked Estep 
Score: -1723453.875000 Penalty: 5012.728027
	Iteration 47Q: 3 clusters Score -1723454 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 21072 members 
Entering Unmasked Estep 
Score: -1723501.500000 Penalty: 5012.728027
	Iteration 48Q: 3 clusters Score -1723502 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 21206 members 
Entering Unmasked Estep 
Score: -1723547.250000 Penalty: 5012.728027
	Iteration 49Q: 3 clusters Score -1723547 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 21332 members 
Entering Unmasked Estep 
Score: -1723590.000000 Penalty: 5012.728027
	Iteration 50Q: 3 clusters Score -1723590 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 21456 members 
Entering Unmasked Estep 
Score: -1723626.500000 Penalty: 5012.728027
	Iteration 51Q: 3 clusters Score -1723626 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 21591 members 
Entering Unmasked Estep 
Score: -1723678.125000 Penalty: 5012.728027
	Iteration 52Q: 3 clusters Score -1723678 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 21733 members 
Entering Unmasked Estep 
Score: -1723729.000000 Penalty: 5012.728027
	Iteration 53Q: 3 clusters Score -1723729 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 21868 members 
Entering Unmasked Estep 
Score: -1723777.750000 Penalty: 5012.728027
	Iteration 54Q: 3 clusters Score -1723778 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 21982 members 
Entering Unmasked Estep 
Score: -1723825.875000 Penalty: 5012.728027
	Iteration 55Q: 3 clusters Score -1723826 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 22079 members 
Entering Unmasked Estep 
Score: -1723852.375000 Penalty: 5012.728027
	Iteration 56Q: 3 clusters Score -1723852 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 22154 members 
Entering Unmasked Estep 
Score: -1723886.000000 Penalty: 5012.728027
	Iteration 57Q: 3 clusters Score -1723886 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 22231 members 
Entering Unmasked Estep 
Score: -1723909.750000 Penalty: 5012.728027
	Iteration 58Q: 3 clusters Score -1723910 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 22299 members 
Entering Unmasked Estep 
Score: -1723934.875000 Penalty: 5012.728027
	Iteration 59Q: 3 clusters Score -1723935 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 22354 members 
Entering Unmasked Estep 
Score: -1723952.500000 Penalty: 5012.728027
	Iteration 60F: 3 clusters Score -1723952 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 22423 members 
Entering Unmasked Estep 
Score: -1723970.125000 Penalty: 5012.728027
	Iteration 61Q: 3 clusters Score -1723970 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 22481 members 
Entering Unmasked Estep 
Score: -1723994.250000 Penalty: 5012.728027
	Iteration 62Q: 3 clusters Score -1723994 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 22535 members 
Entering Unmasked Estep 
Score: -1724015.250000 Penalty: 5012.728027
	Iteration 63Q: 3 clusters Score -1724015 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 22579 members 
Entering Unmasked Estep 
Score: -1724023.500000 Penalty: 5012.728027
	Iteration 64Q: 3 clusters Score -1724024 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 22621 members 
Entering Unmasked Estep 
Score: -1724034.000000 Penalty: 5012.728027
	Iteration 65Q: 3 clusters Score -1724034 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 22666 members 
Entering Unmasked Estep 
Score: -1724053.250000 Penalty: 5012.728027
	Iteration 66Q: 3 clusters Score -1724053 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 22715 members 
Entering Unmasked Estep 
Score: -1724065.875000 Penalty: 5012.728027
	Iteration 67Q: 3 clusters Score -1724066 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 22747 members 
Entering Unmasked Estep 
Score: -1724079.875000 Penalty: 5012.728027
	Iteration 68Q: 3 clusters Score -1724080 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 22779 members 
Entering Unmasked Estep 
Score: -1724087.875000 Penalty: 5012.728027
	Iteration 69Q: 3 clusters Score -1724088 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 22811 members 
Entering Unmasked Estep 
Score: -1724098.000000 Penalty: 5012.728027
	Iteration 70Q: 3 clusters Score -1724098 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 22832 members 
Entering Unmasked Estep 
Score: -1724110.750000 Penalty: 5012.728027
	Iteration 71Q: 3 clusters Score -1724111 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 22857 members 
Entering Unmasked Estep 
Score: -1724114.125000 Penalty: 5012.728027
	Iteration 72Q: 3 clusters Score -1724114 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 22884 members 
Entering Unmasked Estep 
Score: -1724118.625000 Penalty: 5012.728027
	Iteration 73Q: 3 clusters Score -1724119 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 22909 members 
Entering Unmasked Estep 
Score: -1724130.750000 Penalty: 5012.728027
	Iteration 74Q: 3 clusters Score -1724131 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 22937 members 
Entering Unmasked Estep 
Score: -1724140.375000 Penalty: 5012.728027
	Iteration 75Q: 3 clusters Score -1724140 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 22963 members 
Entering Unmasked Estep 
Score: -1724146.000000 Penalty: 5012.728027
	Iteration 76Q: 3 clusters Score -1724146 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 22990 members 
Entering Unmasked Estep 
Score: -1724160.125000 Penalty: 5012.728027
	Iteration 77Q: 3 clusters Score -1724160 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 23010 members 
Entering Unmasked Estep 
Score: -1724160.500000 Penalty: 5012.728027
	Iteration 78Q: 3 clusters Score -1724160 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 23023 members 
Entering Unmasked Estep 
Score: -1724163.250000 Penalty: 5012.728027
	Iteration 79Q: 3 clusters Score -1724163 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 23033 members 
Entering Unmasked Estep 
Score: -1724166.250000 Penalty: 5012.728027
	Iteration 80F: 3 clusters Score -1724166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 23041 members 
Entering Unmasked Estep 
Score: -1724170.500000 Penalty: 5012.728027
	Iteration 81Q: 3 clusters Score -1724170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 23049 members 
Entering Unmasked Estep 
Score: -1724174.875000 Penalty: 5012.728027
	Iteration 82Q: 3 clusters Score -1724175 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 23055 members 
Entering Unmasked Estep 
Score: -1724174.750000 Penalty: 5012.728027
	Iteration 83Q: 3 clusters Score -1724175 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 23061 members 
Entering Unmasked Estep 
Score: -1724179.250000 Penalty: 5012.728027
	Iteration 84Q: 3 clusters Score -1724179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 23060 members 
Entering Unmasked Estep 
Score: -1724178.000000 Penalty: 5012.728027
	Iteration 85Q: 3 clusters Score -1724178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 23062 members 
Entering Unmasked Estep 
Score: -1724178.500000 Penalty: 5012.728027
	Iteration 86Q: 3 clusters Score -1724178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 23065 members 
Entering Unmasked Estep 
Score: -1724180.125000 Penalty: 5012.728027
	Iteration 87Q: 3 clusters Score -1724180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 23069 members 
Entering Unmasked Estep 
Score: -1724180.375000 Penalty: 5012.728027
	Iteration 88Q: 3 clusters Score -1724180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 23074 members 
Entering Unmasked Estep 
Score: -1724181.000000 Penalty: 5012.728027
	Iteration 89Q: 3 clusters Score -1724181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 23076 members 
Entering Unmasked Estep 
Score: -1724180.500000 Penalty: 5012.728027
	Iteration 90Q: 3 clusters Score -1724180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 23080 members 
Entering Unmasked Estep 
Score: -1724182.000000 Penalty: 5012.728027
	Iteration 91Q: 3 clusters Score -1724182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 23083 members 
Entering Unmasked Estep 
Score: -1724182.375000 Penalty: 5012.728027
	Iteration 92Q: 3 clusters Score -1724182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 23084 members 
Entering Unmasked Estep 
Score: -1724181.875000 Penalty: 5012.728027
	Iteration 93Q: 3 clusters Score -1724182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 23084 members 
Entering Unmasked Estep 
Score: -1724181.875000 Penalty: 5012.728027
	Iteration 94F: 3 clusters Score -1724182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (15473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15473 members 
Entering Unmasked Estep 
Score: -1230321.000000 Penalty: 2392.419189
	Iteration 0F: 2 clusters Score -1230321 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1219202.250000 Penalty: 4784.838379
	Iteration 0F: 3 clusters Score -1219202 nChanged 6661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -1222773.500000 Penalty: 4784.838379
	Iteration 1F: 3 clusters Score -1222774 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1223154.250000 Penalty: 4784.838379
	Iteration 2F: 3 clusters Score -1223154 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1223498.500000 Penalty: 4784.838379
	Iteration 3Q: 3 clusters Score -1223498 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1223831.625000 Penalty: 4784.838379
	Iteration 4Q: 3 clusters Score -1223832 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1224228.250000 Penalty: 4784.838379
	Iteration 5Q: 3 clusters Score -1224228 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -1224715.375000 Penalty: 4784.838379
	Iteration 6F: 3 clusters Score -1224715 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1225301.125000 Penalty: 4784.838379
	Iteration 7F: 3 clusters Score -1225301 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1225985.625000 Penalty: 4784.838379
	Iteration 8F: 3 clusters Score -1225986 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1226633.500000 Penalty: 4784.838379
	Iteration 9F: 3 clusters Score -1226634 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1227149.625000 Penalty: 4784.838379
	Iteration 10F: 3 clusters Score -1227150 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1227489.000000 Penalty: 4784.838379
	Iteration 11Q: 3 clusters Score -1227489 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1227706.125000 Penalty: 4784.838379
	Iteration 12Q: 3 clusters Score -1227706 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1227856.500000 Penalty: 4784.838379
	Iteration 13Q: 3 clusters Score -1227856 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1227969.625000 Penalty: 4784.838379
	Iteration 14Q: 3 clusters Score -1227970 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1228061.250000 Penalty: 4784.838379
	Iteration 15Q: 3 clusters Score -1228061 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1228139.250000 Penalty: 4784.838379
	Iteration 16Q: 3 clusters Score -1228139 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1228195.750000 Penalty: 4784.838379
	Iteration 17Q: 3 clusters Score -1228196 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1228247.375000 Penalty: 4784.838379
	Iteration 18Q: 3 clusters Score -1228247 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1228296.625000 Penalty: 4784.838379
	Iteration 19Q: 3 clusters Score -1228297 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1228341.125000 Penalty: 4784.838379
	Iteration 20F: 3 clusters Score -1228341 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1228379.625000 Penalty: 4784.838379
	Iteration 21Q: 3 clusters Score -1228380 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1228426.625000 Penalty: 4784.838379
	Iteration 22Q: 3 clusters Score -1228427 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1228487.750000 Penalty: 4784.838379
	Iteration 23Q: 3 clusters Score -1228488 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1228542.625000 Penalty: 4784.838379
	Iteration 24Q: 3 clusters Score -1228543 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1228595.000000 Penalty: 4784.838379
	Iteration 25Q: 3 clusters Score -1228595 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1228638.125000 Penalty: 4784.838379
	Iteration 26Q: 3 clusters Score -1228638 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1228677.250000 Penalty: 4784.838379
	Iteration 27Q: 3 clusters Score -1228677 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1228726.875000 Penalty: 4784.838379
	Iteration 28Q: 3 clusters Score -1228727 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1228767.750000 Penalty: 4784.838379
	Iteration 29Q: 3 clusters Score -1228768 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1228819.500000 Penalty: 4784.838379
	Iteration 30Q: 3 clusters Score -1228820 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1228880.750000 Penalty: 4784.838379
	Iteration 31Q: 3 clusters Score -1228881 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -1228968.125000 Penalty: 4784.838379
	Iteration 32Q: 3 clusters Score -1228968 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1229058.750000 Penalty: 4784.838379
	Iteration 33Q: 3 clusters Score -1229059 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -1229153.500000 Penalty: 4784.838379
	Iteration 34Q: 3 clusters Score -1229154 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1229248.875000 Penalty: 4784.838379
	Iteration 35Q: 3 clusters Score -1229249 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1229350.125000 Penalty: 4784.838379
	Iteration 36Q: 3 clusters Score -1229350 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -1229429.125000 Penalty: 4784.838379
	Iteration 37Q: 3 clusters Score -1229429 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -1229480.375000 Penalty: 4784.838379
	Iteration 38Q: 3 clusters Score -1229480 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -1229519.000000 Penalty: 4784.838379
	Iteration 39Q: 3 clusters Score -1229519 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -1229539.000000 Penalty: 4784.838379
	Iteration 40F: 3 clusters Score -1229539 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -1229563.625000 Penalty: 4784.838379
	Iteration 41Q: 3 clusters Score -1229564 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -1229578.625000 Penalty: 4784.838379
	Iteration 42Q: 3 clusters Score -1229579 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -1229586.375000 Penalty: 4784.838379
	Iteration 43Q: 3 clusters Score -1229586 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -1229593.500000 Penalty: 4784.838379
	Iteration 44Q: 3 clusters Score -1229594 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -1229603.250000 Penalty: 4784.838379
	Iteration 45Q: 3 clusters Score -1229603 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -1229608.625000 Penalty: 4784.838379
	Iteration 46Q: 3 clusters Score -1229609 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -1229619.750000 Penalty: 4784.838379
	Iteration 47Q: 3 clusters Score -1229620 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -1229624.250000 Penalty: 4784.838379
	Iteration 48Q: 3 clusters Score -1229624 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -1229638.625000 Penalty: 4784.838379
	Iteration 49Q: 3 clusters Score -1229639 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -1229641.625000 Penalty: 4784.838379
	Iteration 50Q: 3 clusters Score -1229642 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -1229651.125000 Penalty: 4784.838379
	Iteration 51Q: 3 clusters Score -1229651 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -1229657.625000 Penalty: 4784.838379
	Iteration 52Q: 3 clusters Score -1229658 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -1229666.500000 Penalty: 4784.838379
	Iteration 53Q: 3 clusters Score -1229666 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -1229672.000000 Penalty: 4784.838379
	Iteration 54Q: 3 clusters Score -1229672 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -1229679.125000 Penalty: 4784.838379
	Iteration 55Q: 3 clusters Score -1229679 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -1229687.625000 Penalty: 4784.838379
	Iteration 56Q: 3 clusters Score -1229688 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -1229693.750000 Penalty: 4784.838379
	Iteration 57Q: 3 clusters Score -1229694 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -1229691.250000 Penalty: 4784.838379
	Iteration 58Q: 3 clusters Score -1229691 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -1229699.500000 Penalty: 4784.838379
	Iteration 59Q: 3 clusters Score -1229700 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -1229701.625000 Penalty: 4784.838379
	Iteration 60F: 3 clusters Score -1229702 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -1229706.500000 Penalty: 4784.838379
	Iteration 61Q: 3 clusters Score -1229706 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -1229708.625000 Penalty: 4784.838379
	Iteration 62Q: 3 clusters Score -1229709 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -1229713.000000 Penalty: 4784.838379
	Iteration 63Q: 3 clusters Score -1229713 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -1229711.375000 Penalty: 4784.838379
	Iteration 64Q: 3 clusters Score -1229711 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -1229715.875000 Penalty: 4784.838379
	Iteration 65Q: 3 clusters Score -1229716 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -1229715.000000 Penalty: 4784.838379
	Iteration 66Q: 3 clusters Score -1229715 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -1229715.000000 Penalty: 4784.838379
	Iteration 67Q: 3 clusters Score -1229715 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -1229714.750000 Penalty: 4784.838379
	Iteration 68Q: 3 clusters Score -1229715 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -1229714.375000 Penalty: 4784.838379
	Iteration 69Q: 3 clusters Score -1229714 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -1229720.500000 Penalty: 4784.838379
	Iteration 70Q: 3 clusters Score -1229720 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -1229725.000000 Penalty: 4784.838379
	Iteration 71Q: 3 clusters Score -1229725 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -1229724.750000 Penalty: 4784.838379
	Iteration 72Q: 3 clusters Score -1229725 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -1229726.375000 Penalty: 4784.838379
	Iteration 73Q: 3 clusters Score -1229726 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -1229726.250000 Penalty: 4784.838379
	Iteration 74Q: 3 clusters Score -1229726 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -1229728.000000 Penalty: 4784.838379
	Iteration 75Q: 3 clusters Score -1229728 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -1229729.250000 Penalty: 4784.838379
	Iteration 76Q: 3 clusters Score -1229729 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -1229732.250000 Penalty: 4784.838379
	Iteration 77Q: 3 clusters Score -1229732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -1229732.750000 Penalty: 4784.838379
	Iteration 78Q: 3 clusters Score -1229733 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -1229732.750000 Penalty: 4784.838379
	Iteration 79Q: 3 clusters Score -1229733 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -1229733.500000 Penalty: 4784.838379
	Iteration 80F: 3 clusters Score -1229734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -1229734.750000 Penalty: 4784.838379
	Iteration 81Q: 3 clusters Score -1229735 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -1229733.625000 Penalty: 4784.838379
	Iteration 82Q: 3 clusters Score -1229734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -1229733.875000 Penalty: 4784.838379
	Iteration 83Q: 3 clusters Score -1229734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -1229734.375000 Penalty: 4784.838379
	Iteration 84Q: 3 clusters Score -1229734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -1229734.375000 Penalty: 4784.838379
	Iteration 85F: 3 clusters Score -1229734 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -484369.218750 Penalty: 2160.805176
	Iteration 0F: 2 clusters Score -484369.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -479094.375000 Penalty: 4321.610352
	Iteration 0F: 3 clusters Score -479094.4 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -480442.031250 Penalty: 4321.610352
	Iteration 1F: 3 clusters Score -480442 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -480672.906250 Penalty: 4321.610352
	Iteration 2F: 3 clusters Score -480672.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -480814.968750 Penalty: 4321.610352
	Iteration 3Q: 3 clusters Score -480815 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -480932.406250 Penalty: 4321.610352
	Iteration 4Q: 3 clusters Score -480932.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -481025.093750 Penalty: 4321.610352
	Iteration 5Q: 3 clusters Score -481025.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -481112.000000 Penalty: 4321.610352
	Iteration 6Q: 3 clusters Score -481112 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -481183.843750 Penalty: 4321.610352
	Iteration 7Q: 3 clusters Score -481183.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -481261.656250 Penalty: 4321.610352
	Iteration 8Q: 3 clusters Score -481261.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -481340.375000 Penalty: 4321.610352
	Iteration 9Q: 3 clusters Score -481340.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -481422.937500 Penalty: 4321.610352
	Iteration 10Q: 3 clusters Score -481422.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -481523.843750 Penalty: 4321.610352
	Iteration 11Q: 3 clusters Score -481523.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -481645.406250 Penalty: 4321.610352
	Iteration 12Q: 3 clusters Score -481645.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -481796.781250 Penalty: 4321.610352
	Iteration 13Q: 3 clusters Score -481796.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -481929.968750 Penalty: 4321.610352
	Iteration 14Q: 3 clusters Score -481930 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -482038.437500 Penalty: 4321.610352
	Iteration 15Q: 3 clusters Score -482038.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -482145.937500 Penalty: 4321.610352
	Iteration 16Q: 3 clusters Score -482145.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -482221.437500 Penalty: 4321.610352
	Iteration 17Q: 3 clusters Score -482221.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -482294.343750 Penalty: 4321.610352
	Iteration 18Q: 3 clusters Score -482294.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -482358.187500 Penalty: 4321.610352
	Iteration 19Q: 3 clusters Score -482358.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -482411.843750 Penalty: 4321.610352
	Iteration 20F: 3 clusters Score -482411.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -482446.812500 Penalty: 4321.610352
	Iteration 21Q: 3 clusters Score -482446.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -482470.687500 Penalty: 4321.610352
	Iteration 22Q: 3 clusters Score -482470.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -482489.187500 Penalty: 4321.610352
	Iteration 23Q: 3 clusters Score -482489.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -482503.593750 Penalty: 4321.610352
	Iteration 24Q: 3 clusters Score -482503.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -482513.343750 Penalty: 4321.610352
	Iteration 25Q: 3 clusters Score -482513.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -482525.906250 Penalty: 4321.610352
	Iteration 26Q: 3 clusters Score -482525.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -482539.250000 Penalty: 4321.610352
	Iteration 27Q: 3 clusters Score -482539.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -482546.562500 Penalty: 4321.610352
	Iteration 28Q: 3 clusters Score -482546.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -482551.531250 Penalty: 4321.610352
	Iteration 29Q: 3 clusters Score -482551.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -482561.468750 Penalty: 4321.610352
	Iteration 30Q: 3 clusters Score -482561.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -482568.531250 Penalty: 4321.610352
	Iteration 31Q: 3 clusters Score -482568.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -482573.593750 Penalty: 4321.610352
	Iteration 32Q: 3 clusters Score -482573.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -482582.781250 Penalty: 4321.610352
	Iteration 33Q: 3 clusters Score -482582.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -482590.593750 Penalty: 4321.610352
	Iteration 34Q: 3 clusters Score -482590.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -482591.687500 Penalty: 4321.610352
	Iteration 35Q: 3 clusters Score -482591.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -482592.531250 Penalty: 4321.610352
	Iteration 36Q: 3 clusters Score -482592.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -482592.281250 Penalty: 4321.610352
	Iteration 37Q: 3 clusters Score -482592.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -482593.593750 Penalty: 4321.610352
	Iteration 38Q: 3 clusters Score -482593.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -482595.062500 Penalty: 4321.610352
	Iteration 39Q: 3 clusters Score -482595.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -482595.625000 Penalty: 4321.610352
	Iteration 40F: 3 clusters Score -482595.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -482598.656250 Penalty: 4321.610352
	Iteration 41Q: 3 clusters Score -482598.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -482600.312500 Penalty: 4321.610352
	Iteration 42Q: 3 clusters Score -482600.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -482602.000000 Penalty: 4321.610352
	Iteration 43Q: 3 clusters Score -482602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -482602.000000 Penalty: 4321.610352
	Iteration 44F: 3 clusters Score -482602 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (7827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Entering Unmasked Estep 
Score: -603605.312500 Penalty: 2223.403076
	Iteration 0F: 2 clusters Score -603605.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -597332.375000 Penalty: 4446.806152
	Iteration 0F: 3 clusters Score -597332.4 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -599030.312500 Penalty: 4446.806152
	Iteration 1F: 3 clusters Score -599030.3 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -599362.187500 Penalty: 4446.806152
	Iteration 2F: 3 clusters Score -599362.2 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -599678.250000 Penalty: 4446.806152
	Iteration 3F: 3 clusters Score -599678.2 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -600002.875000 Penalty: 4446.806152
	Iteration 4F: 3 clusters Score -600002.9 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -600293.562500 Penalty: 4446.806152
	Iteration 5F: 3 clusters Score -600293.6 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -600535.437500 Penalty: 4446.806152
	Iteration 6Q: 3 clusters Score -600535.4 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -600758.750000 Penalty: 4446.806152
	Iteration 7Q: 3 clusters Score -600758.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -600958.750000 Penalty: 4446.806152
	Iteration 8Q: 3 clusters Score -600958.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -601111.375000 Penalty: 4446.806152
	Iteration 9Q: 3 clusters Score -601111.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -601274.625000 Penalty: 4446.806152
	Iteration 10Q: 3 clusters Score -601274.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -601408.125000 Penalty: 4446.806152
	Iteration 11Q: 3 clusters Score -601408.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -601523.062500 Penalty: 4446.806152
	Iteration 12Q: 3 clusters Score -601523.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -601629.687500 Penalty: 4446.806152
	Iteration 13Q: 3 clusters Score -601629.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -601733.125000 Penalty: 4446.806152
	Iteration 14Q: 3 clusters Score -601733.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -601806.750000 Penalty: 4446.806152
	Iteration 15Q: 3 clusters Score -601806.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -601866.937500 Penalty: 4446.806152
	Iteration 16Q: 3 clusters Score -601866.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -601901.687500 Penalty: 4446.806152
	Iteration 17Q: 3 clusters Score -601901.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -601920.250000 Penalty: 4446.806152
	Iteration 18Q: 3 clusters Score -601920.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -601934.687500 Penalty: 4446.806152
	Iteration 19Q: 3 clusters Score -601934.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -601944.937500 Penalty: 4446.806152
	Iteration 20F: 3 clusters Score -601944.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -601950.750000 Penalty: 4446.806152
	Iteration 21Q: 3 clusters Score -601950.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -601955.812500 Penalty: 4446.806152
	Iteration 22Q: 3 clusters Score -601955.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -601961.875000 Penalty: 4446.806152
	Iteration 23Q: 3 clusters Score -601961.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -601964.875000 Penalty: 4446.806152
	Iteration 24Q: 3 clusters Score -601964.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -601968.062500 Penalty: 4446.806152
	Iteration 25Q: 3 clusters Score -601968.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -601971.875000 Penalty: 4446.806152
	Iteration 26Q: 3 clusters Score -601971.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -601971.625000 Penalty: 4446.806152
	Iteration 27Q: 3 clusters Score -601971.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -601972.000000 Penalty: 4446.806152
	Iteration 28Q: 3 clusters Score -601972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -601972.187500 Penalty: 4446.806152
	Iteration 29Q: 3 clusters Score -601972.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -601973.000000 Penalty: 4446.806152
	Iteration 30Q: 3 clusters Score -601973 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -601973.687500 Penalty: 4446.806152
	Iteration 31Q: 3 clusters Score -601973.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -601974.625000 Penalty: 4446.806152
	Iteration 32Q: 3 clusters Score -601974.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -601975.500000 Penalty: 4446.806152
	Iteration 33Q: 3 clusters Score -601975.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -601977.375000 Penalty: 4446.806152
	Iteration 34Q: 3 clusters Score -601977.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -601977.812500 Penalty: 4446.806152
	Iteration 35Q: 3 clusters Score -601977.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -601979.062500 Penalty: 4446.806152
	Iteration 36Q: 3 clusters Score -601979.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -601979.500000 Penalty: 4446.806152
	Iteration 37Q: 3 clusters Score -601979.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -601979.500000 Penalty: 4446.806152
	Iteration 38F: 3 clusters Score -601979.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Entering Unmasked Estep 
Score: -283858.968750 Penalty: 2030.863770
	Iteration 0F: 2 clusters Score -283859 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -280244.375000 Penalty: 4061.727539
	Iteration 0F: 3 clusters Score -280244.4 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -281004.593750 Penalty: 4061.727539
	Iteration 1F: 3 clusters Score -281004.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -281196.125000 Penalty: 4061.727539
	Iteration 2F: 3 clusters Score -281196.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -281280.312500 Penalty: 4061.727539
	Iteration 3Q: 3 clusters Score -281280.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -281339.375000 Penalty: 4061.727539
	Iteration 4Q: 3 clusters Score -281339.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -281369.281250 Penalty: 4061.727539
	Iteration 5Q: 3 clusters Score -281369.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -281392.812500 Penalty: 4061.727539
	Iteration 6Q: 3 clusters Score -281392.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -281411.250000 Penalty: 4061.727539
	Iteration 7Q: 3 clusters Score -281411.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -281424.781250 Penalty: 4061.727539
	Iteration 8Q: 3 clusters Score -281424.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -281432.281250 Penalty: 4061.727539
	Iteration 9Q: 3 clusters Score -281432.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -281436.187500 Penalty: 4061.727539
	Iteration 10Q: 3 clusters Score -281436.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -281437.937500 Penalty: 4061.727539
	Iteration 11Q: 3 clusters Score -281437.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -281439.531250 Penalty: 4061.727539
	Iteration 12Q: 3 clusters Score -281439.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -281440.968750 Penalty: 4061.727539
	Iteration 13Q: 3 clusters Score -281441 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -281442.187500 Penalty: 4061.727539
	Iteration 14Q: 3 clusters Score -281442.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -281442.968750 Penalty: 4061.727539
	Iteration 15Q: 3 clusters Score -281443 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -281444.875000 Penalty: 4061.727539
	Iteration 16Q: 3 clusters Score -281444.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -281444.937500 Penalty: 4061.727539
	Iteration 17Q: 3 clusters Score -281444.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -281445.500000 Penalty: 4061.727539
	Iteration 18Q: 3 clusters Score -281445.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -281445.468750 Penalty: 4061.727539
	Iteration 19Q: 3 clusters Score -281445.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -281445.468750 Penalty: 4061.727539
	Iteration 20F: 3 clusters Score -281445.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (10006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Entering Unmasked Estep 
Score: -788377.375000 Penalty: 2284.313232
	Iteration 0F: 2 clusters Score -788377.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -780635.375000 Penalty: 4568.626465
	Iteration 0F: 3 clusters Score -780635.4 nChanged 4222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -782923.250000 Penalty: 4568.626465
	Iteration 1F: 3 clusters Score -782923.2 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -783217.250000 Penalty: 4568.626465
	Iteration 2F: 3 clusters Score -783217.2 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -783414.250000 Penalty: 4568.626465
	Iteration 3Q: 3 clusters Score -783414.2 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -783556.437500 Penalty: 4568.626465
	Iteration 4Q: 3 clusters Score -783556.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -783675.937500 Penalty: 4568.626465
	Iteration 5Q: 3 clusters Score -783675.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -783799.562500 Penalty: 4568.626465
	Iteration 6Q: 3 clusters Score -783799.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -783942.437500 Penalty: 4568.626465
	Iteration 7Q: 3 clusters Score -783942.4 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -784120.437500 Penalty: 4568.626465
	Iteration 8Q: 3 clusters Score -784120.4 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -784329.125000 Penalty: 4568.626465
	Iteration 9Q: 3 clusters Score -784329.1 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -784577.062500 Penalty: 4568.626465
	Iteration 10Q: 3 clusters Score -784577.1 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -784860.562500 Penalty: 4568.626465
	Iteration 11Q: 3 clusters Score -784860.6 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -785174.250000 Penalty: 4568.626465
	Iteration 12Q: 3 clusters Score -785174.2 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -785476.375000 Penalty: 4568.626465
	Iteration 13Q: 3 clusters Score -785476.4 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -785743.125000 Penalty: 4568.626465
	Iteration 14Q: 3 clusters Score -785743.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -785946.000000 Penalty: 4568.626465
	Iteration 15Q: 3 clusters Score -785946 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -786073.000000 Penalty: 4568.626465
	Iteration 16Q: 3 clusters Score -786073 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -786180.625000 Penalty: 4568.626465
	Iteration 17Q: 3 clusters Score -786180.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -786259.187500 Penalty: 4568.626465
	Iteration 18Q: 3 clusters Score -786259.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -786310.812500 Penalty: 4568.626465
	Iteration 19Q: 3 clusters Score -786310.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -786351.750000 Penalty: 4568.626465
	Iteration 20F: 3 clusters Score -786351.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -786382.625000 Penalty: 4568.626465
	Iteration 21Q: 3 clusters Score -786382.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -786411.125000 Penalty: 4568.626465
	Iteration 22Q: 3 clusters Score -786411.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -786427.687500 Penalty: 4568.626465
	Iteration 23Q: 3 clusters Score -786427.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -786440.125000 Penalty: 4568.626465
	Iteration 24Q: 3 clusters Score -786440.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -786453.750000 Penalty: 4568.626465
	Iteration 25Q: 3 clusters Score -786453.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -786461.875000 Penalty: 4568.626465
	Iteration 26Q: 3 clusters Score -786461.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -786468.937500 Penalty: 4568.626465
	Iteration 27Q: 3 clusters Score -786468.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -786473.250000 Penalty: 4568.626465
	Iteration 28Q: 3 clusters Score -786473.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -786478.062500 Penalty: 4568.626465
	Iteration 29Q: 3 clusters Score -786478.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -786483.000000 Penalty: 4568.626465
	Iteration 30Q: 3 clusters Score -786483 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -786486.500000 Penalty: 4568.626465
	Iteration 31Q: 3 clusters Score -786486.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -786489.187500 Penalty: 4568.626465
	Iteration 32Q: 3 clusters Score -786489.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -786494.312500 Penalty: 4568.626465
	Iteration 33Q: 3 clusters Score -786494.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -786498.062500 Penalty: 4568.626465
	Iteration 34Q: 3 clusters Score -786498.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -786504.562500 Penalty: 4568.626465
	Iteration 35Q: 3 clusters Score -786504.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -786507.312500 Penalty: 4568.626465
	Iteration 36Q: 3 clusters Score -786507.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -786508.875000 Penalty: 4568.626465
	Iteration 37Q: 3 clusters Score -786508.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -786509.250000 Penalty: 4568.626465
	Iteration 38Q: 3 clusters Score -786509.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -786511.562500 Penalty: 4568.626465
	Iteration 39Q: 3 clusters Score -786511.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -786513.625000 Penalty: 4568.626465
	Iteration 40F: 3 clusters Score -786513.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -786515.312500 Penalty: 4568.626465
	Iteration 41Q: 3 clusters Score -786515.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -786520.875000 Penalty: 4568.626465
	Iteration 42Q: 3 clusters Score -786520.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -786524.312500 Penalty: 4568.626465
	Iteration 43Q: 3 clusters Score -786524.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -786528.875000 Penalty: 4568.626465
	Iteration 44Q: 3 clusters Score -786528.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -786530.687500 Penalty: 4568.626465
	Iteration 45Q: 3 clusters Score -786530.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -786530.437500 Penalty: 4568.626465
	Iteration 46Q: 3 clusters Score -786530.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -786530.437500 Penalty: 4568.626465
	Iteration 47F: 3 clusters Score -786530.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (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: -1953475.875000 Penalty: 2509.722412
	Iteration 0F: 2 clusters Score -1953476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -1936202.875000 Penalty: 5019.444824
	Iteration 0F: 3 clusters Score -1936203 nChanged 11130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -1942237.000000 Penalty: 5019.444824
	Iteration 1F: 3 clusters Score -1942237 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -1942776.500000 Penalty: 5019.444824
	Iteration 2F: 3 clusters Score -1942776 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -1943286.625000 Penalty: 5019.444824
	Iteration 3Q: 3 clusters Score -1943287 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -1943828.375000 Penalty: 5019.444824
	Iteration 4Q: 3 clusters Score -1943828 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -1944411.375000 Penalty: 5019.444824
	Iteration 5Q: 3 clusters Score -1944411 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -1945111.750000 Penalty: 5019.444824
	Iteration 6Q: 3 clusters Score -1945112 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -1945838.125000 Penalty: 5019.444824
	Iteration 7Q: 3 clusters Score -1945838 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -1946513.125000 Penalty: 5019.444824
	Iteration 8Q: 3 clusters Score -1946513 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -1947108.875000 Penalty: 5019.444824
	Iteration 9Q: 3 clusters Score -1947109 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 15723 members 
Entering Unmasked Estep 
Score: -1947627.375000 Penalty: 5019.444824
	Iteration 10Q: 3 clusters Score -1947627 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
Score: -1948033.875000 Penalty: 5019.444824
	Iteration 11Q: 3 clusters Score -1948034 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 16700 members 
Entering Unmasked Estep 
Score: -1948398.250000 Penalty: 5019.444824
	Iteration 12Q: 3 clusters Score -1948398 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 17200 members 
Entering Unmasked Estep 
Score: -1948694.500000 Penalty: 5019.444824
	Iteration 13Q: 3 clusters Score -1948694 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 17650 members 
Entering Unmasked Estep 
Score: -1948930.625000 Penalty: 5019.444824
	Iteration 14Q: 3 clusters Score -1948931 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 18095 members 
Entering Unmasked Estep 
Score: -1949148.375000 Penalty: 5019.444824
	Iteration 15Q: 3 clusters Score -1949148 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 18562 members 
Entering Unmasked Estep 
Score: -1949363.750000 Penalty: 5019.444824
	Iteration 16Q: 3 clusters Score -1949364 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 18999 members 
Entering Unmasked Estep 
Score: -1949558.000000 Penalty: 5019.444824
	Iteration 17Q: 3 clusters Score -1949558 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 19401 members 
Entering Unmasked Estep 
Score: -1949735.500000 Penalty: 5019.444824
	Iteration 18Q: 3 clusters Score -1949736 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 19785 members 
Entering Unmasked Estep 
Score: -1949893.375000 Penalty: 5019.444824
	Iteration 19Q: 3 clusters Score -1949893 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 20157 members 
Entering Unmasked Estep 
Score: -1950040.375000 Penalty: 5019.444824
	Iteration 20F: 3 clusters Score -1950040 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 20546 members 
Entering Unmasked Estep 
Score: -1950206.000000 Penalty: 5019.444824
	Iteration 21Q: 3 clusters Score -1950206 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 20914 members 
Entering Unmasked Estep 
Score: -1950354.875000 Penalty: 5019.444824
	Iteration 22Q: 3 clusters Score -1950355 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 21260 members 
Entering Unmasked Estep 
Score: -1950498.500000 Penalty: 5019.444824
	Iteration 23Q: 3 clusters Score -1950498 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 21594 members 
Entering Unmasked Estep 
Score: -1950646.625000 Penalty: 5019.444824
	Iteration 24Q: 3 clusters Score -1950647 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 21890 members 
Entering Unmasked Estep 
Score: -1950771.750000 Penalty: 5019.444824
	Iteration 25Q: 3 clusters Score -1950772 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 22110 members 
Entering Unmasked Estep 
Score: -1950858.750000 Penalty: 5019.444824
	Iteration 26Q: 3 clusters Score -1950859 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 22304 members 
Entering Unmasked Estep 
Score: -1950929.750000 Penalty: 5019.444824
	Iteration 27Q: 3 clusters Score -1950930 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 22480 members 
Entering Unmasked Estep 
Score: -1951001.875000 Penalty: 5019.444824
	Iteration 28Q: 3 clusters Score -1951002 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 22649 members 
Entering Unmasked Estep 
Score: -1951068.625000 Penalty: 5019.444824
	Iteration 29Q: 3 clusters Score -1951069 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 22795 members 
Entering Unmasked Estep 
Score: -1951125.250000 Penalty: 5019.444824
	Iteration 30Q: 3 clusters Score -1951125 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 22934 members 
Entering Unmasked Estep 
Score: -1951179.375000 Penalty: 5019.444824
	Iteration 31Q: 3 clusters Score -1951179 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 23040 members 
Entering Unmasked Estep 
Score: -1951216.250000 Penalty: 5019.444824
	Iteration 32Q: 3 clusters Score -1951216 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 23143 members 
Entering Unmasked Estep 
Score: -1951258.500000 Penalty: 5019.444824
	Iteration 33Q: 3 clusters Score -1951258 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 23228 members 
Entering Unmasked Estep 
Score: -1951297.875000 Penalty: 5019.444824
	Iteration 34Q: 3 clusters Score -1951298 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 23307 members 
Entering Unmasked Estep 
Score: -1951326.125000 Penalty: 5019.444824
	Iteration 35Q: 3 clusters Score -1951326 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 23371 members 
Entering Unmasked Estep 
Score: -1951356.875000 Penalty: 5019.444824
	Iteration 36Q: 3 clusters Score -1951357 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 23425 members 
Entering Unmasked Estep 
Score: -1951382.875000 Penalty: 5019.444824
	Iteration 37Q: 3 clusters Score -1951383 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 23480 members 
Entering Unmasked Estep 
Score: -1951400.125000 Penalty: 5019.444824
	Iteration 38Q: 3 clusters Score -1951400 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 23516 members 
Entering Unmasked Estep 
Score: -1951415.375000 Penalty: 5019.444824
	Iteration 39Q: 3 clusters Score -1951415 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 23549 members 
Entering Unmasked Estep 
Score: -1951428.375000 Penalty: 5019.444824
	Iteration 40F: 3 clusters Score -1951428 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 23581 members 
Entering Unmasked Estep 
Score: -1951447.250000 Penalty: 5019.444824
	Iteration 41Q: 3 clusters Score -1951447 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 23611 members 
Entering Unmasked Estep 
Score: -1951457.125000 Penalty: 5019.444824
	Iteration 42Q: 3 clusters Score -1951457 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 23627 members 
Entering Unmasked Estep 
Score: -1951463.625000 Penalty: 5019.444824
	Iteration 43Q: 3 clusters Score -1951464 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 23645 members 
Entering Unmasked Estep 
Score: -1951478.500000 Penalty: 5019.444824
	Iteration 44Q: 3 clusters Score -1951478 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 23674 members 
Entering Unmasked Estep 
Score: -1951499.750000 Penalty: 5019.444824
	Iteration 45Q: 3 clusters Score -1951500 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 23701 members 
Entering Unmasked Estep 
Score: -1951508.500000 Penalty: 5019.444824
	Iteration 46Q: 3 clusters Score -1951508 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 23720 members 
Entering Unmasked Estep 
Score: -1951518.125000 Penalty: 5019.444824
	Iteration 47Q: 3 clusters Score -1951518 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 23735 members 
Entering Unmasked Estep 
Score: -1951525.500000 Penalty: 5019.444824
	Iteration 48Q: 3 clusters Score -1951526 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 23750 members 
Entering Unmasked Estep 
Score: -1951532.500000 Penalty: 5019.444824
	Iteration 49Q: 3 clusters Score -1951532 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 23757 members 
Entering Unmasked Estep 
Score: -1951537.000000 Penalty: 5019.444824
	Iteration 50Q: 3 clusters Score -1951537 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 23762 members 
Entering Unmasked Estep 
Score: -1951536.750000 Penalty: 5019.444824
	Iteration 51Q: 3 clusters Score -1951537 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 23771 members 
Entering Unmasked Estep 
Score: -1951543.000000 Penalty: 5019.444824
	Iteration 52Q: 3 clusters Score -1951543 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 23778 members 
Entering Unmasked Estep 
Score: -1951543.250000 Penalty: 5019.444824
	Iteration 53Q: 3 clusters Score -1951543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 23779 members 
Entering Unmasked Estep 
Score: -1951544.375000 Penalty: 5019.444824
	Iteration 54Q: 3 clusters Score -1951544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 23779 members 
Entering Unmasked Estep 
Score: -1951544.375000 Penalty: 5019.444824
	Iteration 55F: 3 clusters Score -1951544 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Entering Unmasked Estep 
Score: -260594.031250 Penalty: 2012.945435
	Iteration 0F: 2 clusters Score -260594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -257133.406250 Penalty: 4025.890869
	Iteration 0F: 3 clusters Score -257133.4 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -257906.343750 Penalty: 4025.890869
	Iteration 1F: 3 clusters Score -257906.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -258046.265625 Penalty: 4025.890869
	Iteration 2F: 3 clusters Score -258046.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -258121.531250 Penalty: 4025.890869
	Iteration 3Q: 3 clusters Score -258121.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -258161.812500 Penalty: 4025.890869
	Iteration 4Q: 3 clusters Score -258161.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -258184.750000 Penalty: 4025.890869
	Iteration 5Q: 3 clusters Score -258184.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -258200.375000 Penalty: 4025.890869
	Iteration 6Q: 3 clusters Score -258200.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -258210.859375 Penalty: 4025.890869
	Iteration 7Q: 3 clusters Score -258210.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -258219.296875 Penalty: 4025.890869
	Iteration 8Q: 3 clusters Score -258219.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -258225.968750 Penalty: 4025.890869
	Iteration 9Q: 3 clusters Score -258226 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -258230.890625 Penalty: 4025.890869
	Iteration 10Q: 3 clusters Score -258230.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -258232.984375 Penalty: 4025.890869
	Iteration 11Q: 3 clusters Score -258233 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -258236.109375 Penalty: 4025.890869
	Iteration 12Q: 3 clusters Score -258236.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -258239.484375 Penalty: 4025.890869
	Iteration 13Q: 3 clusters Score -258239.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -258242.203125 Penalty: 4025.890869
	Iteration 14Q: 3 clusters Score -258242.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -258245.390625 Penalty: 4025.890869
	Iteration 15Q: 3 clusters Score -258245.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -258249.156250 Penalty: 4025.890869
	Iteration 16Q: 3 clusters Score -258249.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -258251.484375 Penalty: 4025.890869
	Iteration 17Q: 3 clusters Score -258251.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -258253.890625 Penalty: 4025.890869
	Iteration 18Q: 3 clusters Score -258253.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -258255.421875 Penalty: 4025.890869
	Iteration 19Q: 3 clusters Score -258255.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -258256.171875 Penalty: 4025.890869
	Iteration 20F: 3 clusters Score -258256.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -258256.421875 Penalty: 4025.890869
	Iteration 21Q: 3 clusters Score -258256.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -258256.421875 Penalty: 4025.890869
	Iteration 22F: 3 clusters Score -258256.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (10070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Entering Unmasked Estep 
Score: -816398.937500 Penalty: 2285.894287
	Iteration 0F: 2 clusters Score -816398.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -808599.187500 Penalty: 4571.788574
	Iteration 0F: 3 clusters Score -808599.2 nChanged 4232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -810862.750000 Penalty: 4571.788574
	Iteration 1F: 3 clusters Score -810862.8 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -811128.312500 Penalty: 4571.788574
	Iteration 2F: 3 clusters Score -811128.3 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -811320.500000 Penalty: 4571.788574
	Iteration 3Q: 3 clusters Score -811320.5 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -811483.500000 Penalty: 4571.788574
	Iteration 4Q: 3 clusters Score -811483.5 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -811615.750000 Penalty: 4571.788574
	Iteration 5Q: 3 clusters Score -811615.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -811735.562500 Penalty: 4571.788574
	Iteration 6Q: 3 clusters Score -811735.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -811868.062500 Penalty: 4571.788574
	Iteration 7Q: 3 clusters Score -811868.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -812018.750000 Penalty: 4571.788574
	Iteration 8Q: 3 clusters Score -812018.8 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -812197.000000 Penalty: 4571.788574
	Iteration 9Q: 3 clusters Score -812197 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -812368.562500 Penalty: 4571.788574
	Iteration 10Q: 3 clusters Score -812368.6 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -812557.437500 Penalty: 4571.788574
	Iteration 11Q: 3 clusters Score -812557.4 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -812757.312500 Penalty: 4571.788574
	Iteration 12Q: 3 clusters Score -812757.3 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -812968.812500 Penalty: 4571.788574
	Iteration 13Q: 3 clusters Score -812968.8 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -813158.687500 Penalty: 4571.788574
	Iteration 14Q: 3 clusters Score -813158.7 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -813292.312500 Penalty: 4571.788574
	Iteration 15Q: 3 clusters Score -813292.3 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -813394.250000 Penalty: 4571.788574
	Iteration 16Q: 3 clusters Score -813394.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -813464.875000 Penalty: 4571.788574
	Iteration 17Q: 3 clusters Score -813464.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -813508.437500 Penalty: 4571.788574
	Iteration 18Q: 3 clusters Score -813508.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -813542.875000 Penalty: 4571.788574
	Iteration 19Q: 3 clusters Score -813542.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -813567.250000 Penalty: 4571.788574
	Iteration 20F: 3 clusters Score -813567.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -813585.250000 Penalty: 4571.788574
	Iteration 21Q: 3 clusters Score -813585.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -813598.750000 Penalty: 4571.788574
	Iteration 22Q: 3 clusters Score -813598.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -813608.250000 Penalty: 4571.788574
	Iteration 23Q: 3 clusters Score -813608.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -813611.750000 Penalty: 4571.788574
	Iteration 24Q: 3 clusters Score -813611.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -813617.937500 Penalty: 4571.788574
	Iteration 25Q: 3 clusters Score -813617.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -813623.500000 Penalty: 4571.788574
	Iteration 26Q: 3 clusters Score -813623.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -813628.062500 Penalty: 4571.788574
	Iteration 27Q: 3 clusters Score -813628.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -813629.875000 Penalty: 4571.788574
	Iteration 28Q: 3 clusters Score -813629.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -813628.375000 Penalty: 4571.788574
	Iteration 29Q: 3 clusters Score -813628.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -813631.250000 Penalty: 4571.788574
	Iteration 30Q: 3 clusters Score -813631.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -813633.875000 Penalty: 4571.788574
	Iteration 31Q: 3 clusters Score -813633.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -813634.062500 Penalty: 4571.788574
	Iteration 32Q: 3 clusters Score -813634.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -813635.437500 Penalty: 4571.788574
	Iteration 33Q: 3 clusters Score -813635.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -813639.625000 Penalty: 4571.788574
	Iteration 34Q: 3 clusters Score -813639.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -813636.562500 Penalty: 4571.788574
	Iteration 35Q: 3 clusters Score -813636.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -813636.187500 Penalty: 4571.788574
	Iteration 36Q: 3 clusters Score -813636.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -813637.812500 Penalty: 4571.788574
	Iteration 37Q: 3 clusters Score -813637.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -813640.562500 Penalty: 4571.788574
	Iteration 38Q: 3 clusters Score -813640.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -813638.187500 Penalty: 4571.788574
	Iteration 39Q: 3 clusters Score -813638.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -813639.375000 Penalty: 4571.788574
	Iteration 40F: 3 clusters Score -813639.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -813639.812500 Penalty: 4571.788574
	Iteration 41Q: 3 clusters Score -813639.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -813640.750000 Penalty: 4571.788574
	Iteration 42Q: 3 clusters Score -813640.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -813642.250000 Penalty: 4571.788574
	Iteration 43Q: 3 clusters Score -813642.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -813642.250000 Penalty: 4571.788574
	Iteration 44F: 3 clusters Score -813642.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 2934 members 
Mstep: Class 3 contains 107962 members 
Mstep: Class 4 contains 3716 members 
Mstep: Class 5 contains 387648 members 
Mstep: Class 6 contains 4473 members 
Mstep: Class 7 contains 5944 members 
Mstep: Class 8 contains 6826 members 
Mstep: Class 9 contains 5231 members 
Mstep: Class 10 contains 30317 members 
Mstep: Class 11 contains 214894 members 
Mstep: Class 12 contains 49711 members 
Mstep: Class 13 contains 154223 members 
Mstep: Class 14 contains 77064 members 
Mstep: Class 15 contains 74565 members 
Mstep: Class 16 contains 88617 members 
Mstep: Class 17 contains 2123 members 
Mstep: Class 18 contains 28266 members 
Mstep: Class 19 contains 4568 members 
Mstep: Class 20 contains 8481 members 
Mstep: Class 21 contains 45316 members 
Mstep: Class 22 contains 27940 members 
Mstep: Class 23 contains 9119 members 
Mstep: Class 24 contains 7584 members 
Mstep: Class 25 contains 24497 members 
Mstep: Class 26 contains 15473 members 
Mstep: Class 27 contains 6081 members 
Mstep: Class 28 contains 7827 members 
Mstep: Class 29 contains 3601 members 
Mstep: Class 30 contains 10006 members 
Mstep: Class 31 contains 24831 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 10070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982144.000000 Penalty: 116180.585938
Iteration 359Q: 34 clusters Score -1.119821e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 2934 members 
Mstep: Class 3 contains 108044 members 
Mstep: Class 4 contains 3716 members 
Mstep: Class 5 contains 387587 members 
Mstep: Class 6 contains 4473 members 
Mstep: Class 7 contains 5944 members 
Mstep: Class 8 contains 6827 members 
Mstep: Class 9 contains 5231 members 
Mstep: Class 10 contains 30319 members 
Mstep: Class 11 contains 214898 members 
Mstep: Class 12 contains 49702 members 
Mstep: Class 13 contains 154223 members 
Mstep: Class 14 contains 77052 members 
Mstep: Class 15 contains 74567 members 
Mstep: Class 16 contains 88613 members 
Mstep: Class 17 contains 2123 members 
Mstep: Class 18 contains 28259 members 
Mstep: Class 19 contains 4568 members 
Mstep: Class 20 contains 8481 members 
Mstep: Class 21 contains 45316 members 
Mstep: Class 22 contains 27940 members 
Mstep: Class 23 contains 9119 members 
Mstep: Class 24 contains 7583 members 
Mstep: Class 25 contains 24501 members 
Mstep: Class 26 contains 15474 members 
Mstep: Class 27 contains 6081 members 
Mstep: Class 28 contains 7827 members 
Mstep: Class 29 contains 3601 members 
Mstep: Class 30 contains 10006 members 
Mstep: Class 31 contains 24829 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 10070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982136.000000 Penalty: 116180.585938
Iteration 360F: 34 clusters Score -1.119821e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 2934 members 
Mstep: Class 3 contains 108127 members 
Mstep: Class 4 contains 3716 members 
Mstep: Class 5 contains 387526 members 
Mstep: Class 6 contains 4473 members 
Mstep: Class 7 contains 5944 members 
Mstep: Class 8 contains 6826 members 
Mstep: Class 9 contains 5231 members 
Mstep: Class 10 contains 30320 members 
Mstep: Class 11 contains 214905 members 
Mstep: Class 12 contains 49695 members 
Mstep: Class 13 contains 154223 members 
Mstep: Class 14 contains 77043 members 
Mstep: Class 15 contains 74567 members 
Mstep: Class 16 contains 88608 members 
Mstep: Class 17 contains 2123 members 
Mstep: Class 18 contains 28250 members 
Mstep: Class 19 contains 4568 members 
Mstep: Class 20 contains 8481 members 
Mstep: Class 21 contains 45316 members 
Mstep: Class 22 contains 27942 members 
Mstep: Class 23 contains 9119 members 
Mstep: Class 24 contains 7583 members 
Mstep: Class 25 contains 24502 members 
Mstep: Class 26 contains 15474 members 
Mstep: Class 27 contains 6081 members 
Mstep: Class 28 contains 7827 members 
Mstep: Class 29 contains 3601 members 
Mstep: Class 30 contains 10006 members 
Mstep: Class 31 contains 24828 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 10069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982232.000000 Penalty: 116180.585938
Iteration 361Q: 34 clusters Score -1.119822e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 2934 members 
Mstep: Class 3 contains 108212 members 
Mstep: Class 4 contains 3716 members 
Mstep: Class 5 contains 387464 members 
Mstep: Class 6 contains 4473 members 
Mstep: Class 7 contains 5943 members 
Mstep: Class 8 contains 6826 members 
Mstep: Class 9 contains 5231 members 
Mstep: Class 10 contains 30320 members 
Mstep: Class 11 contains 214915 members 
Mstep: Class 12 contains 49684 members 
Mstep: Class 13 contains 154223 members 
Mstep: Class 14 contains 77030 members 
Mstep: Class 15 contains 74569 members 
Mstep: Class 16 contains 88607 members 
Mstep: Class 17 contains 2123 members 
Mstep: Class 18 contains 28243 members 
Mstep: Class 19 contains 4568 members 
Mstep: Class 20 contains 8481 members 
Mstep: Class 21 contains 45315 members 
Mstep: Class 22 contains 27942 members 
Mstep: Class 23 contains 9119 members 
Mstep: Class 24 contains 7583 members 
Mstep: Class 25 contains 24502 members 
Mstep: Class 26 contains 15473 members 
Mstep: Class 27 contains 6081 members 
Mstep: Class 28 contains 7827 members 
Mstep: Class 29 contains 3601 members 
Mstep: Class 30 contains 10006 members 
Mstep: Class 31 contains 24828 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 10069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982328.000000 Penalty: 116180.585938
Iteration 362Q: 34 clusters Score -1.119823e+08 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 2934 members 
Mstep: Class 3 contains 108300 members 
Mstep: Class 4 contains 3716 members 
Mstep: Class 5 contains 387416 members 
Mstep: Class 6 contains 4473 members 
Mstep: Class 7 contains 5942 members 
Mstep: Class 8 contains 6826 members 
Mstep: Class 9 contains 5231 members 
Mstep: Class 10 contains 30319 members 
Mstep: Class 11 contains 214916 members 
Mstep: Class 12 contains 49679 members 
Mstep: Class 13 contains 154223 members 
Mstep: Class 14 contains 77017 members 
Mstep: Class 15 contains 74572 members 
Mstep: Class 16 contains 88599 members 
Mstep: Class 17 contains 2123 members 
Mstep: Class 18 contains 28237 members 
Mstep: Class 19 contains 4567 members 
Mstep: Class 20 contains 8481 members 
Mstep: Class 21 contains 45315 members 
Mstep: Class 22 contains 27942 members 
Mstep: Class 23 contains 9119 members 
Mstep: Class 24 contains 7583 members 
Mstep: Class 25 contains 24500 members 
Mstep: Class 26 contains 15470 members 
Mstep: Class 27 contains 6081 members 
Mstep: Class 28 contains 7827 members 
Mstep: Class 29 contains 3601 members 
Mstep: Class 30 contains 10004 members 
Mstep: Class 31 contains 24826 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 10069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982312.000000 Penalty: 116180.585938
Iteration 363Q: 34 clusters Score -1.119823e+08 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 2934 members 
Mstep: Class 3 contains 108392 members 
Mstep: Class 4 contains 3716 members 
Mstep: Class 5 contains 387350 members 
Mstep: Class 6 contains 4473 members 
Mstep: Class 7 contains 5940 members 
Mstep: Class 8 contains 6827 members 
Mstep: Class 9 contains 5231 members 
Mstep: Class 10 contains 30322 members 
Mstep: Class 11 contains 214922 members 
Mstep: Class 12 contains 49673 members 
Mstep: Class 13 contains 154223 members 
Mstep: Class 14 contains 77007 members 
Mstep: Class 15 contains 74577 members 
Mstep: Class 16 contains 88585 members 
Mstep: Class 17 contains 2123 members 
Mstep: Class 18 contains 28232 members 
Mstep: Class 19 contains 4566 members 
Mstep: Class 20 contains 8481 members 
Mstep: Class 21 contains 45315 members 
Mstep: Class 22 contains 27941 members 
Mstep: Class 23 contains 9119 members 
Mstep: Class 24 contains 7583 members 
Mstep: Class 25 contains 24502 members 
Mstep: Class 26 contains 15468 members 
Mstep: Class 27 contains 6081 members 
Mstep: Class 28 contains 7827 members 
Mstep: Class 29 contains 3601 members 
Mstep: Class 30 contains 10003 members 
Mstep: Class 31 contains 24825 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 10069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982344.000000 Penalty: 116180.585938
Iteration 364Q: 34 clusters Score -1.119823e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 2934 members 
Mstep: Class 3 contains 108475 members 
Mstep: Class 4 contains 3716 members 
Mstep: Class 5 contains 387284 members 
Mstep: Class 6 contains 4473 members 
Mstep: Class 7 contains 5939 members 
Mstep: Class 8 contains 6825 members 
Mstep: Class 9 contains 5231 members 
Mstep: Class 10 contains 30323 members 
Mstep: Class 11 contains 214931 members 
Mstep: Class 12 contains 49667 members 
Mstep: Class 13 contains 154223 members 
Mstep: Class 14 contains 76996 members 
Mstep: Class 15 contains 74581 members 
Mstep: Class 16 contains 88573 members 
Mstep: Class 17 contains 2123 members 
Mstep: Class 18 contains 28228 members 
Mstep: Class 19 contains 4566 members 
Mstep: Class 20 contains 8481 members 
Mstep: Class 21 contains 45315 members 
Mstep: Class 22 contains 27944 members 
Mstep: Class 23 contains 9119 members 
Mstep: Class 24 contains 7583 members 
Mstep: Class 25 contains 24502 members 
Mstep: Class 26 contains 15466 members 
Mstep: Class 27 contains 6081 members 
Mstep: Class 28 contains 7827 members 
Mstep: Class 29 contains 3601 members 
Mstep: Class 30 contains 10003 members 
Mstep: Class 31 contains 24829 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 10069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982368.000000 Penalty: 116180.585938
Iteration 365Q: 34 clusters Score -1.119824e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 2934 members 
Mstep: Class 3 contains 108549 members 
Mstep: Class 4 contains 3716 members 
Mstep: Class 5 contains 387221 members 
Mstep: Class 6 contains 4472 members 
Mstep: Class 7 contains 5938 members 
Mstep: Class 8 contains 6823 members 
Mstep: Class 9 contains 5231 members 
Mstep: Class 10 contains 30323 members 
Mstep: Class 11 contains 214943 members 
Mstep: Class 12 contains 49660 members 
Mstep: Class 13 contains 154223 members 
Mstep: Class 14 contains 76988 members 
Mstep: Class 15 contains 74586 members 
Mstep: Class 16 contains 88560 members 
Mstep: Class 17 contains 2123 members 
Mstep: Class 18 contains 28223 members 
Mstep: Class 19 contains 4566 members 
Mstep: Class 20 contains 8481 members 
Mstep: Class 21 contains 45315 members 
Mstep: Class 22 contains 27944 members 
Mstep: Class 23 contains 9119 members 
Mstep: Class 24 contains 7583 members 
Mstep: Class 25 contains 24507 members 
Mstep: Class 26 contains 15467 members 
Mstep: Class 27 contains 6081 members 
Mstep: Class 28 contains 7827 members 
Mstep: Class 29 contains 3601 members 
Mstep: Class 30 contains 10003 members 
Mstep: Class 31 contains 24832 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 10069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982232.000000 Penalty: 116180.585938
Iteration 366Q: 34 clusters Score -1.119822e+08 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 2934 members 
Mstep: Class 3 contains 108617 members 
Mstep: Class 4 contains 3716 members 
Mstep: Class 5 contains 387160 members 
Mstep: Class 6 contains 4472 members 
Mstep: Class 7 contains 5935 members 
Mstep: Class 8 contains 6825 members 
Mstep: Class 9 contains 5231 members 
Mstep: Class 10 contains 30324 members 
Mstep: Class 11 contains 214962 members 
Mstep: Class 12 contains 49651 members 
Mstep: Class 13 contains 154224 members 
Mstep: Class 14 contains 76977 members 
Mstep: Class 15 contains 74590 members 
Mstep: Class 16 contains 88552 members 
Mstep: Class 17 contains 2123 members 
Mstep: Class 18 contains 28217 members 
Mstep: Class 19 contains 4565 members 
Mstep: Class 20 contains 8481 members 
Mstep: Class 21 contains 45315 members 
Mstep: Class 22 contains 27948 members 
Mstep: Class 23 contains 9119 members 
Mstep: Class 24 contains 7582 members 
Mstep: Class 25 contains 24508 members 
Mstep: Class 26 contains 15469 members 
Mstep: Class 27 contains 6081 members 
Mstep: Class 28 contains 7827 members 
Mstep: Class 29 contains 3601 members 
Mstep: Class 30 contains 10003 members 
Mstep: Class 31 contains 24831 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 10068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982208.000000 Penalty: 116180.585938
Iteration 367Q: 34 clusters Score -1.119822e+08 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 2934 members 
Mstep: Class 3 contains 108677 members 
Mstep: Class 4 contains 3716 members 
Mstep: Class 5 contains 387100 members 
Mstep: Class 6 contains 4472 members 
Mstep: Class 7 contains 5934 members 
Mstep: Class 8 contains 6830 members 
Mstep: Class 9 contains 5231 members 
Mstep: Class 10 contains 30325 members 
Mstep: Class 11 contains 214983 members 
Mstep: Class 12 contains 49638 members 
Mstep: Class 13 contains 154224 members 
Mstep: Class 14 contains 76964 members 
Mstep: Class 15 contains 74592 members 
Mstep: Class 16 contains 88553 members 
Mstep: Class 17 contains 2123 members 
Mstep: Class 18 contains 28216 members 
Mstep: Class 19 contains 4564 members 
Mstep: Class 20 contains 8481 members 
Mstep: Class 21 contains 45315 members 
Mstep: Class 22 contains 27950 members 
Mstep: Class 23 contains 9119 members 
Mstep: Class 24 contains 7580 members 
Mstep: Class 25 contains 24511 members 
Mstep: Class 26 contains 15468 members 
Mstep: Class 27 contains 6081 members 
Mstep: Class 28 contains 7827 members 
Mstep: Class 29 contains 3601 members 
Mstep: Class 30 contains 10003 members 
Mstep: Class 31 contains 24827 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 10069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982192.000000 Penalty: 116180.585938
Iteration 368Q: 34 clusters Score -1.119822e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 2934 members 
Mstep: Class 3 contains 108717 members 
Mstep: Class 4 contains 3716 members 
Mstep: Class 5 contains 387075 members 
Mstep: Class 6 contains 4472 members 
Mstep: Class 7 contains 5934 members 
Mstep: Class 8 contains 6831 members 
Mstep: Class 9 contains 5231 members 
Mstep: Class 10 contains 30325 members 
Mstep: Class 11 contains 214995 members 
Mstep: Class 12 contains 49629 members 
Mstep: Class 13 contains 154224 members 
Mstep: Class 14 contains 76958 members 
Mstep: Class 15 contains 74597 members 
Mstep: Class 16 contains 88546 members 
Mstep: Class 17 contains 2123 members 
Mstep: Class 18 contains 28212 members 
Mstep: Class 19 contains 4563 members 
Mstep: Class 20 contains 8481 members 
Mstep: Class 21 contains 45315 members 
Mstep: Class 22 contains 27953 members 
Mstep: Class 23 contains 9119 members 
Mstep: Class 24 contains 7576 members 
Mstep: Class 25 contains 24510 members 
Mstep: Class 26 contains 15468 members 
Mstep: Class 27 contains 6081 members 
Mstep: Class 28 contains 7827 members 
Mstep: Class 29 contains 3601 members 
Mstep: Class 30 contains 10003 members 
Mstep: Class 31 contains 24825 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 10067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982304.000000 Penalty: 116180.585938
Iteration 369Q: 34 clusters Score -1.119823e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 2934 members 
Mstep: Class 3 contains 108758 members 
Mstep: Class 4 contains 3716 members 
Mstep: Class 5 contains 387045 members 
Mstep: Class 6 contains 4472 members 
Mstep: Class 7 contains 5932 members 
Mstep: Class 8 contains 6831 members 
Mstep: Class 9 contains 5231 members 
Mstep: Class 10 contains 30326 members 
Mstep: Class 11 contains 215010 members 
Mstep: Class 12 contains 49625 members 
Mstep: Class 13 contains 154223 members 
Mstep: Class 14 contains 76945 members 
Mstep: Class 15 contains 74601 members 
Mstep: Class 16 contains 88540 members 
Mstep: Class 17 contains 2123 members 
Mstep: Class 18 contains 28209 members 
Mstep: Class 19 contains 4563 members 
Mstep: Class 20 contains 8481 members 
Mstep: Class 21 contains 45315 members 
Mstep: Class 22 contains 27953 members 
Mstep: Class 23 contains 9119 members 
Mstep: Class 24 contains 7576 members 
Mstep: Class 25 contains 24510 members 
Mstep: Class 26 contains 15467 members 
Mstep: Class 27 contains 6081 members 
Mstep: Class 28 contains 7827 members 
Mstep: Class 29 contains 3600 members 
Mstep: Class 30 contains 10003 members 
Mstep: Class 31 contains 24825 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 10067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982312.000000 Penalty: 116180.585938
Iteration 370Q: 34 clusters Score -1.119823e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 2934 members 
Mstep: Class 3 contains 108794 members 
Mstep: Class 4 contains 3716 members 
Mstep: Class 5 contains 387020 members 
Mstep: Class 6 contains 4472 members 
Mstep: Class 7 contains 5930 members 
Mstep: Class 8 contains 6831 members 
Mstep: Class 9 contains 5231 members 
Mstep: Class 10 contains 30327 members 
Mstep: Class 11 contains 215021 members 
Mstep: Class 12 contains 49622 members 
Mstep: Class 13 contains 154221 members 
Mstep: Class 14 contains 76928 members 
Mstep: Class 15 contains 74604 members 
Mstep: Class 16 contains 88530 members 
Mstep: Class 17 contains 2123 members 
Mstep: Class 18 contains 28212 members 
Mstep: Class 19 contains 4563 members 
Mstep: Class 20 contains 8481 members 
Mstep: Class 21 contains 45315 members 
Mstep: Class 22 contains 27957 members 
Mstep: Class 23 contains 9119 members 
Mstep: Class 24 contains 7576 members 
Mstep: Class 25 contains 24509 members 
Mstep: Class 26 contains 15467 members 
Mstep: Class 27 contains 6081 members 
Mstep: Class 28 contains 7827 members 
Mstep: Class 29 contains 3601 members 
Mstep: Class 30 contains 10003 members 
Mstep: Class 31 contains 24826 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 10067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982448.000000 Penalty: 116180.585938
Iteration 371Q: 34 clusters Score -1.119824e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 2934 members 
Mstep: Class 3 contains 108833 members 
Mstep: Class 4 contains 3716 members 
Mstep: Class 5 contains 386992 members 
Mstep: Class 6 contains 4472 members 
Mstep: Class 7 contains 5931 members 
Mstep: Class 8 contains 6831 members 
Mstep: Class 9 contains 5231 members 
Mstep: Class 10 contains 30327 members 
Mstep: Class 11 contains 215028 members 
Mstep: Class 12 contains 49620 members 
Mstep: Class 13 contains 154222 members 
Mstep: Class 14 contains 76917 members 
Mstep: Class 15 contains 74606 members 
Mstep: Class 16 contains 88526 members 
Mstep: Class 17 contains 2123 members 
Mstep: Class 18 contains 28209 members 
Mstep: Class 19 contains 4563 members 
Mstep: Class 20 contains 8481 members 
Mstep: Class 21 contains 45314 members 
Mstep: Class 22 contains 27957 members 
Mstep: Class 23 contains 9119 members 
Mstep: Class 24 contains 7576 members 
Mstep: Class 25 contains 24508 members 
Mstep: Class 26 contains 15467 members 
Mstep: Class 27 contains 6081 members 
Mstep: Class 28 contains 7827 members 
Mstep: Class 29 contains 3601 members 
Mstep: Class 30 contains 10003 members 
Mstep: Class 31 contains 24826 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 10067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982408.000000 Penalty: 116180.585938
Iteration 372Q: 34 clusters Score -1.119824e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 2934 members 
Mstep: Class 3 contains 108872 members 
Mstep: Class 4 contains 3716 members 
Mstep: Class 5 contains 386965 members 
Mstep: Class 6 contains 4472 members 
Mstep: Class 7 contains 5930 members 
Mstep: Class 8 contains 6831 members 
Mstep: Class 9 contains 5231 members 
Mstep: Class 10 contains 30327 members 
Mstep: Class 11 contains 215031 members 
Mstep: Class 12 contains 49618 members 
Mstep: Class 13 contains 154222 members 
Mstep: Class 14 contains 76904 members 
Mstep: Class 15 contains 74608 members 
Mstep: Class 16 contains 88529 members 
Mstep: Class 17 contains 2123 members 
Mstep: Class 18 contains 28207 members 
Mstep: Class 19 contains 4563 members 
Mstep: Class 20 contains 8481 members 
Mstep: Class 21 contains 45313 members 
Mstep: Class 22 contains 27956 members 
Mstep: Class 23 contains 9119 members 
Mstep: Class 24 contains 7576 members 
Mstep: Class 25 contains 24510 members 
Mstep: Class 26 contains 15467 members 
Mstep: Class 27 contains 6081 members 
Mstep: Class 28 contains 7827 members 
Mstep: Class 29 contains 3600 members 
Mstep: Class 30 contains 10003 members 
Mstep: Class 31 contains 24825 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 10067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982472.000000 Penalty: 116180.585938
Iteration 373Q: 34 clusters Score -1.119825e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 2934 members 
Mstep: Class 3 contains 108912 members 
Mstep: Class 4 contains 3716 members 
Mstep: Class 5 contains 386929 members 
Mstep: Class 6 contains 4472 members 
Mstep: Class 7 contains 5928 members 
Mstep: Class 8 contains 6831 members 
Mstep: Class 9 contains 5231 members 
Mstep: Class 10 contains 30327 members 
Mstep: Class 11 contains 215035 members 
Mstep: Class 12 contains 49615 members 
Mstep: Class 13 contains 154222 members 
Mstep: Class 14 contains 76900 members 
Mstep: Class 15 contains 74610 members 
Mstep: Class 16 contains 88530 members 
Mstep: Class 17 contains 2123 members 
Mstep: Class 18 contains 28204 members 
Mstep: Class 19 contains 4563 members 
Mstep: Class 20 contains 8481 members 
Mstep: Class 21 contains 45312 members 
Mstep: Class 22 contains 27956 members 
Mstep: Class 23 contains 9119 members 
Mstep: Class 24 contains 7576 members 
Mstep: Class 25 contains 24512 members 
Mstep: Class 26 contains 15467 members 
Mstep: Class 27 contains 6081 members 
Mstep: Class 28 contains 7827 members 
Mstep: Class 29 contains 3600 members 
Mstep: Class 30 contains 10004 members 
Mstep: Class 31 contains 24824 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 10067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982544.000000 Penalty: 116180.585938
Iteration 374Q: 34 clusters Score -1.119825e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 2934 members 
Mstep: Class 3 contains 108944 members 
Mstep: Class 4 contains 3716 members 
Mstep: Class 5 contains 386898 members 
Mstep: Class 6 contains 4472 members 
Mstep: Class 7 contains 5928 members 
Mstep: Class 8 contains 6831 members 
Mstep: Class 9 contains 5231 members 
Mstep: Class 10 contains 30327 members 
Mstep: Class 11 contains 215040 members 
Mstep: Class 12 contains 49610 members 
Mstep: Class 13 contains 154222 members 
Mstep: Class 14 contains 76901 members 
Mstep: Class 15 contains 74614 members 
Mstep: Class 16 contains 88533 members 
Mstep: Class 17 contains 2123 members 
Mstep: Class 18 contains 28196 members 
Mstep: Class 19 contains 4563 members 
Mstep: Class 20 contains 8481 members 
Mstep: Class 21 contains 45310 members 
Mstep: Class 22 contains 27957 members 
Mstep: Class 23 contains 9119 members 
Mstep: Class 24 contains 7576 members 
Mstep: Class 25 contains 24513 members 
Mstep: Class 26 contains 15467 members 
Mstep: Class 27 contains 6081 members 
Mstep: Class 28 contains 7826 members 
Mstep: Class 29 contains 3600 members 
Mstep: Class 30 contains 10004 members 
Mstep: Class 31 contains 24824 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 10067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982544.000000 Penalty: 116180.585938
Iteration 375Q: 34 clusters Score -1.119825e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 2934 members 
Mstep: Class 3 contains 108969 members 
Mstep: Class 4 contains 3716 members 
Mstep: Class 5 contains 386866 members 
Mstep: Class 6 contains 4472 members 
Mstep: Class 7 contains 5927 members 
Mstep: Class 8 contains 6831 members 
Mstep: Class 9 contains 5231 members 
Mstep: Class 10 contains 30328 members 
Mstep: Class 11 contains 215053 members 
Mstep: Class 12 contains 49608 members 
Mstep: Class 13 contains 154221 members 
Mstep: Class 14 contains 76898 members 
Mstep: Class 15 contains 74616 members 
Mstep: Class 16 contains 88534 members 
Mstep: Class 17 contains 2123 members 
Mstep: Class 18 contains 28190 members 
Mstep: Class 19 contains 4563 members 
Mstep: Class 20 contains 8481 members 
Mstep: Class 21 contains 45311 members 
Mstep: Class 22 contains 27959 members 
Mstep: Class 23 contains 9119 members 
Mstep: Class 24 contains 7576 members 
Mstep: Class 25 contains 24513 members 
Mstep: Class 26 contains 15467 members 
Mstep: Class 27 contains 6081 members 
Mstep: Class 28 contains 7826 members 
Mstep: Class 29 contains 3600 members 
Mstep: Class 30 contains 10004 members 
Mstep: Class 31 contains 24823 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 10067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982592.000000 Penalty: 116180.585938
Iteration 376Q: 34 clusters Score -1.119826e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 2934 members 
Mstep: Class 3 contains 108984 members 
Mstep: Class 4 contains 3716 members 
Mstep: Class 5 contains 386847 members 
Mstep: Class 6 contains 4472 members 
Mstep: Class 7 contains 5927 members 
Mstep: Class 8 contains 6831 members 
Mstep: Class 9 contains 5231 members 
Mstep: Class 10 contains 30328 members 
Mstep: Class 11 contains 215067 members 
Mstep: Class 12 contains 49604 members 
Mstep: Class 13 contains 154221 members 
Mstep: Class 14 contains 76893 members 
Mstep: Class 15 contains 74617 members 
Mstep: Class 16 contains 88537 members 
Mstep: Class 17 contains 2123 members 
Mstep: Class 18 contains 28185 members 
Mstep: Class 19 contains 4563 members 
Mstep: Class 20 contains 8481 members 
Mstep: Class 21 contains 45311 members 
Mstep: Class 22 contains 27959 members 
Mstep: Class 23 contains 9119 members 
Mstep: Class 24 contains 7576 members 
Mstep: Class 25 contains 24514 members 
Mstep: Class 26 contains 15467 members 
Mstep: Class 27 contains 6081 members 
Mstep: Class 28 contains 7826 members 
Mstep: Class 29 contains 3600 members 
Mstep: Class 30 contains 10004 members 
Mstep: Class 31 contains 24822 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 10067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982528.000000 Penalty: 116180.585938
Iteration 377Q: 34 clusters Score -1.119825e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 2934 members 
Mstep: Class 3 contains 109001 members 
Mstep: Class 4 contains 3716 members 
Mstep: Class 5 contains 386834 members 
Mstep: Class 6 contains 4472 members 
Mstep: Class 7 contains 5925 members 
Mstep: Class 8 contains 6832 members 
Mstep: Class 9 contains 5231 members 
Mstep: Class 10 contains 30328 members 
Mstep: Class 11 contains 215071 members 
Mstep: Class 12 contains 49603 members 
Mstep: Class 13 contains 154221 members 
Mstep: Class 14 contains 76888 members 
Mstep: Class 15 contains 74617 members 
Mstep: Class 16 contains 88540 members 
Mstep: Class 17 contains 2123 members 
Mstep: Class 18 contains 28184 members 
Mstep: Class 19 contains 4563 members 
Mstep: Class 20 contains 8481 members 
Mstep: Class 21 contains 45312 members 
Mstep: Class 22 contains 27956 members 
Mstep: Class 23 contains 9119 members 
Mstep: Class 24 contains 7576 members 
Mstep: Class 25 contains 24513 members 
Mstep: Class 26 contains 15468 members 
Mstep: Class 27 contains 6081 members 
Mstep: Class 28 contains 7826 members 
Mstep: Class 29 contains 3600 members 
Mstep: Class 30 contains 10004 members 
Mstep: Class 31 contains 24821 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 10067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982472.000000 Penalty: 116180.585938
Iteration 378Q: 34 clusters Score -1.119825e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 2934 members 
Mstep: Class 3 contains 109021 members 
Mstep: Class 4 contains 3716 members 
Mstep: Class 5 contains 386819 members 
Mstep: Class 6 contains 4472 members 
Mstep: Class 7 contains 5925 members 
Mstep: Class 8 contains 6832 members 
Mstep: Class 9 contains 5231 members 
Mstep: Class 10 contains 30328 members 
Mstep: Class 11 contains 215072 members 
Mstep: Class 12 contains 49603 members 
Mstep: Class 13 contains 154221 members 
Mstep: Class 14 contains 76885 members 
Mstep: Class 15 contains 74617 members 
Mstep: Class 16 contains 88543 members 
Mstep: Class 17 contains 2123 members 
Mstep: Class 18 contains 28181 members 
Mstep: Class 19 contains 4563 members 
Mstep: Class 20 contains 8481 members 
Mstep: Class 21 contains 45312 members 
Mstep: Class 22 contains 27955 members 
Mstep: Class 23 contains 9119 members 
Mstep: Class 24 contains 7576 members 
Mstep: Class 25 contains 24515 members 
Mstep: Class 26 contains 15466 members 
Mstep: Class 27 contains 6081 members 
Mstep: Class 28 contains 7826 members 
Mstep: Class 29 contains 3600 members 
Mstep: Class 30 contains 10004 members 
Mstep: Class 31 contains 24820 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 10066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982376.000000 Penalty: 116180.585938
Iteration 379Q: 34 clusters Score -1.119824e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 2934 members 
Mstep: Class 3 contains 109040 members 
Mstep: Class 4 contains 3716 members 
Mstep: Class 5 contains 386809 members 
Mstep: Class 6 contains 4472 members 
Mstep: Class 7 contains 5925 members 
Mstep: Class 8 contains 6830 members 
Mstep: Class 9 contains 5231 members 
Mstep: Class 10 contains 30328 members 
Mstep: Class 11 contains 215076 members 
Mstep: Class 12 contains 49601 members 
Mstep: Class 13 contains 154221 members 
Mstep: Class 14 contains 76882 members 
Mstep: Class 15 contains 74618 members 
Mstep: Class 16 contains 88541 members 
Mstep: Class 17 contains 2123 members 
Mstep: Class 18 contains 28176 members 
Mstep: Class 19 contains 4563 members 
Mstep: Class 20 contains 8481 members 
Mstep: Class 21 contains 45312 members 
Mstep: Class 22 contains 27954 members 
Mstep: Class 23 contains 9119 members 
Mstep: Class 24 contains 7576 members 
Mstep: Class 25 contains 24515 members 
Mstep: Class 26 contains 15466 members 
Mstep: Class 27 contains 6081 members 
Mstep: Class 28 contains 7826 members 
Mstep: Class 29 contains 3600 members 
Mstep: Class 30 contains 10004 members 
Mstep: Class 31 contains 24820 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 10066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982304.000000 Penalty: 116180.585938
Iteration 380F: 34 clusters Score -1.119823e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 2934 members 
Mstep: Class 3 contains 109054 members 
Mstep: Class 4 contains 3716 members 
Mstep: Class 5 contains 386791 members 
Mstep: Class 6 contains 4472 members 
Mstep: Class 7 contains 5925 members 
Mstep: Class 8 contains 6830 members 
Mstep: Class 9 contains 5231 members 
Mstep: Class 10 contains 30328 members 
Mstep: Class 11 contains 215081 members 
Mstep: Class 12 contains 49600 members 
Mstep: Class 13 contains 154221 members 
Mstep: Class 14 contains 76874 members 
Mstep: Class 15 contains 74621 members 
Mstep: Class 16 contains 88543 members 
Mstep: Class 17 contains 2123 members 
Mstep: Class 18 contains 28176 members 
Mstep: Class 19 contains 4563 members 
Mstep: Class 20 contains 8481 members 
Mstep: Class 21 contains 45312 members 
Mstep: Class 22 contains 27954 members 
Mstep: Class 23 contains 9119 members 
Mstep: Class 24 contains 7576 members 
Mstep: Class 25 contains 24517 members 
Mstep: Class 26 contains 15466 members 
Mstep: Class 27 contains 6081 members 
Mstep: Class 28 contains 7826 members 
Mstep: Class 29 contains 3600 members 
Mstep: Class 30 contains 10003 members 
Mstep: Class 31 contains 24822 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 10066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982336.000000 Penalty: 116180.585938
Iteration 381Q: 34 clusters Score -1.119823e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 2934 members 
Mstep: Class 3 contains 109073 members 
Mstep: Class 4 contains 3716 members 
Mstep: Class 5 contains 386764 members 
Mstep: Class 6 contains 4472 members 
Mstep: Class 7 contains 5925 members 
Mstep: Class 8 contains 6831 members 
Mstep: Class 9 contains 5231 members 
Mstep: Class 10 contains 30327 members 
Mstep: Class 11 contains 215089 members 
Mstep: Class 12 contains 49598 members 
Mstep: Class 13 contains 154221 members 
Mstep: Class 14 contains 76870 members 
Mstep: Class 15 contains 74625 members 
Mstep: Class 16 contains 88544 members 
Mstep: Class 17 contains 2123 members 
Mstep: Class 18 contains 28174 members 
Mstep: Class 19 contains 4563 members 
Mstep: Class 20 contains 8481 members 
Mstep: Class 21 contains 45312 members 
Mstep: Class 22 contains 27956 members 
Mstep: Class 23 contains 9119 members 
Mstep: Class 24 contains 7576 members 
Mstep: Class 25 contains 24517 members 
Mstep: Class 26 contains 15466 members 
Mstep: Class 27 contains 6081 members 
Mstep: Class 28 contains 7826 members 
Mstep: Class 29 contains 3600 members 
Mstep: Class 30 contains 10003 members 
Mstep: Class 31 contains 24823 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 10066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982288.000000 Penalty: 116180.585938
Iteration 382Q: 34 clusters Score -1.119823e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 2934 members 
Mstep: Class 3 contains 109095 members 
Mstep: Class 4 contains 3716 members 
Mstep: Class 5 contains 386739 members 
Mstep: Class 6 contains 4472 members 
Mstep: Class 7 contains 5925 members 
Mstep: Class 8 contains 6831 members 
Mstep: Class 9 contains 5231 members 
Mstep: Class 10 contains 30328 members 
Mstep: Class 11 contains 215098 members 
Mstep: Class 12 contains 49595 members 
Mstep: Class 13 contains 154221 members 
Mstep: Class 14 contains 76864 members 
Mstep: Class 15 contains 74629 members 
Mstep: Class 16 contains 88545 members 
Mstep: Class 17 contains 2123 members 
Mstep: Class 18 contains 28171 members 
Mstep: Class 19 contains 4563 members 
Mstep: Class 20 contains 8481 members 
Mstep: Class 21 contains 45311 members 
Mstep: Class 22 contains 27957 members 
Mstep: Class 23 contains 9119 members 
Mstep: Class 24 contains 7575 members 
Mstep: Class 25 contains 24517 members 
Mstep: Class 26 contains 15466 members 
Mstep: Class 27 contains 6081 members 
Mstep: Class 28 contains 7826 members 
Mstep: Class 29 contains 3600 members 
Mstep: Class 30 contains 10003 members 
Mstep: Class 31 contains 24824 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 10066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982320.000000 Penalty: 116180.585938
Iteration 383Q: 34 clusters Score -1.119823e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 2934 members 
Mstep: Class 3 contains 109120 members 
Mstep: Class 4 contains 3716 members 
Mstep: Class 5 contains 386708 members 
Mstep: Class 6 contains 4472 members 
Mstep: Class 7 contains 5925 members 
Mstep: Class 8 contains 6831 members 
Mstep: Class 9 contains 5231 members 
Mstep: Class 10 contains 30327 members 
Mstep: Class 11 contains 215108 members 
Mstep: Class 12 contains 49593 members 
Mstep: Class 13 contains 154220 members 
Mstep: Class 14 contains 76864 members 
Mstep: Class 15 contains 74628 members 
Mstep: Class 16 contains 88544 members 
Mstep: Class 17 contains 2123 members 
Mstep: Class 18 contains 28168 members 
Mstep: Class 19 contains 4563 members 
Mstep: Class 20 contains 8481 members 
Mstep: Class 21 contains 45311 members 
Mstep: Class 22 contains 27958 members 
Mstep: Class 23 contains 9119 members 
Mstep: Class 24 contains 7575 members 
Mstep: Class 25 contains 24519 members 
Mstep: Class 26 contains 15467 members 
Mstep: Class 27 contains 6081 members 
Mstep: Class 28 contains 7826 members 
Mstep: Class 29 contains 3600 members 
Mstep: Class 30 contains 10003 members 
Mstep: Class 31 contains 24825 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 10066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982200.000000 Penalty: 116180.585938
Iteration 384Q: 34 clusters Score -1.119822e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 2934 members 
Mstep: Class 3 contains 109144 members 
Mstep: Class 4 contains 3716 members 
Mstep: Class 5 contains 386688 members 
Mstep: Class 6 contains 4472 members 
Mstep: Class 7 contains 5925 members 
Mstep: Class 8 contains 6831 members 
Mstep: Class 9 contains 5231 members 
Mstep: Class 10 contains 30327 members 
Mstep: Class 11 contains 215120 members 
Mstep: Class 12 contains 49589 members 
Mstep: Class 13 contains 154220 members 
Mstep: Class 14 contains 76858 members 
Mstep: Class 15 contains 74627 members 
Mstep: Class 16 contains 88543 members 
Mstep: Class 17 contains 2123 members 
Mstep: Class 18 contains 28164 members 
Mstep: Class 19 contains 4563 members 
Mstep: Class 20 contains 8481 members 
Mstep: Class 21 contains 45311 members 
Mstep: Class 22 contains 27958 members 
Mstep: Class 23 contains 9119 members 
Mstep: Class 24 contains 7575 members 
Mstep: Class 25 contains 24520 members 
Mstep: Class 26 contains 15467 members 
Mstep: Class 27 contains 6081 members 
Mstep: Class 28 contains 7826 members 
Mstep: Class 29 contains 3600 members 
Mstep: Class 30 contains 10003 members 
Mstep: Class 31 contains 24824 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 10066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982184.000000 Penalty: 116180.585938
Iteration 385Q: 34 clusters Score -1.119822e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 2934 members 
Mstep: Class 3 contains 109155 members 
Mstep: Class 4 contains 3716 members 
Mstep: Class 5 contains 386676 members 
Mstep: Class 6 contains 4472 members 
Mstep: Class 7 contains 5925 members 
Mstep: Class 8 contains 6831 members 
Mstep: Class 9 contains 5231 members 
Mstep: Class 10 contains 30328 members 
Mstep: Class 11 contains 215130 members 
Mstep: Class 12 contains 49587 members 
Mstep: Class 13 contains 154220 members 
Mstep: Class 14 contains 76852 members 
Mstep: Class 15 contains 74627 members 
Mstep: Class 16 contains 88540 members 
Mstep: Class 17 contains 2123 members 
Mstep: Class 18 contains 28163 members 
Mstep: Class 19 contains 4563 members 
Mstep: Class 20 contains 8481 members 
Mstep: Class 21 contains 45311 members 
Mstep: Class 22 contains 27958 members 
Mstep: Class 23 contains 9119 members 
Mstep: Class 24 contains 7575 members 
Mstep: Class 25 contains 24520 members 
Mstep: Class 26 contains 15467 members 
Mstep: Class 27 contains 6081 members 
Mstep: Class 28 contains 7826 members 
Mstep: Class 29 contains 3600 members 
Mstep: Class 30 contains 10003 members 
Mstep: Class 31 contains 24826 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 10066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982184.000000 Penalty: 116180.585938
Iteration 386Q: 34 clusters Score -1.119822e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 2934 members 
Mstep: Class 3 contains 109167 members 
Mstep: Class 4 contains 3716 members 
Mstep: Class 5 contains 386667 members 
Mstep: Class 6 contains 4472 members 
Mstep: Class 7 contains 5924 members 
Mstep: Class 8 contains 6831 members 
Mstep: Class 9 contains 5231 members 
Mstep: Class 10 contains 30329 members 
Mstep: Class 11 contains 215134 members 
Mstep: Class 12 contains 49584 members 
Mstep: Class 13 contains 154220 members 
Mstep: Class 14 contains 76849 members 
Mstep: Class 15 contains 74626 members 
Mstep: Class 16 contains 88539 members 
Mstep: Class 17 contains 2123 members 
Mstep: Class 18 contains 28163 members 
Mstep: Class 19 contains 4563 members 
Mstep: Class 20 contains 8481 members 
Mstep: Class 21 contains 45312 members 
Mstep: Class 22 contains 27957 members 
Mstep: Class 23 contains 9119 members 
Mstep: Class 24 contains 7575 members 
Mstep: Class 25 contains 24520 members 
Mstep: Class 26 contains 15467 members 
Mstep: Class 27 contains 6081 members 
Mstep: Class 28 contains 7826 members 
Mstep: Class 29 contains 3600 members 
Mstep: Class 30 contains 10003 members 
Mstep: Class 31 contains 24827 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 10066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982232.000000 Penalty: 116180.585938
Iteration 387Q: 34 clusters Score -1.119822e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 2934 members 
Mstep: Class 3 contains 109187 members 
Mstep: Class 4 contains 3716 members 
Mstep: Class 5 contains 386648 members 
Mstep: Class 6 contains 4472 members 
Mstep: Class 7 contains 5924 members 
Mstep: Class 8 contains 6831 members 
Mstep: Class 9 contains 5231 members 
Mstep: Class 10 contains 30329 members 
Mstep: Class 11 contains 215141 members 
Mstep: Class 12 contains 49579 members 
Mstep: Class 13 contains 154219 members 
Mstep: Class 14 contains 76846 members 
Mstep: Class 15 contains 74627 members 
Mstep: Class 16 contains 88537 members 
Mstep: Class 17 contains 2123 members 
Mstep: Class 18 contains 28163 members 
Mstep: Class 19 contains 4563 members 
Mstep: Class 20 contains 8481 members 
Mstep: Class 21 contains 45312 members 
Mstep: Class 22 contains 27957 members 
Mstep: Class 23 contains 9119 members 
Mstep: Class 24 contains 7575 members 
Mstep: Class 25 contains 24520 members 
Mstep: Class 26 contains 15467 members 
Mstep: Class 27 contains 6081 members 
Mstep: Class 28 contains 7826 members 
Mstep: Class 29 contains 3600 members 
Mstep: Class 30 contains 10003 members 
Mstep: Class 31 contains 24830 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 10065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982152.000000 Penalty: 116180.585938
Iteration 388Q: 34 clusters Score -1.119822e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 2934 members 
Mstep: Class 3 contains 109202 members 
Mstep: Class 4 contains 3716 members 
Mstep: Class 5 contains 386632 members 
Mstep: Class 6 contains 4472 members 
Mstep: Class 7 contains 5924 members 
Mstep: Class 8 contains 6830 members 
Mstep: Class 9 contains 5231 members 
Mstep: Class 10 contains 30332 members 
Mstep: Class 11 contains 215147 members 
Mstep: Class 12 contains 49577 members 
Mstep: Class 13 contains 154218 members 
Mstep: Class 14 contains 76836 members 
Mstep: Class 15 contains 74629 members 
Mstep: Class 16 contains 88539 members 
Mstep: Class 17 contains 2123 members 
Mstep: Class 18 contains 28162 members 
Mstep: Class 19 contains 4563 members 
Mstep: Class 20 contains 8481 members 
Mstep: Class 21 contains 45312 members 
Mstep: Class 22 contains 27958 members 
Mstep: Class 23 contains 9119 members 
Mstep: Class 24 contains 7575 members 
Mstep: Class 25 contains 24521 members 
Mstep: Class 26 contains 15467 members 
Mstep: Class 27 contains 6081 members 
Mstep: Class 28 contains 7826 members 
Mstep: Class 29 contains 3600 members 
Mstep: Class 30 contains 10003 members 
Mstep: Class 31 contains 24831 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 10065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982216.000000 Penalty: 116180.585938
Iteration 389Q: 34 clusters Score -1.119822e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 2934 members 
Mstep: Class 3 contains 109217 members 
Mstep: Class 4 contains 3716 members 
Mstep: Class 5 contains 386616 members 
Mstep: Class 6 contains 4472 members 
Mstep: Class 7 contains 5924 members 
Mstep: Class 8 contains 6831 members 
Mstep: Class 9 contains 5231 members 
Mstep: Class 10 contains 30333 members 
Mstep: Class 11 contains 215148 members 
Mstep: Class 12 contains 49576 members 
Mstep: Class 13 contains 154218 members 
Mstep: Class 14 contains 76830 members 
Mstep: Class 15 contains 74630 members 
Mstep: Class 16 contains 88541 members 
Mstep: Class 17 contains 2123 members 
Mstep: Class 18 contains 28162 members 
Mstep: Class 19 contains 4563 members 
Mstep: Class 20 contains 8481 members 
Mstep: Class 21 contains 45312 members 
Mstep: Class 22 contains 27959 members 
Mstep: Class 23 contains 9120 members 
Mstep: Class 24 contains 7575 members 
Mstep: Class 25 contains 24523 members 
Mstep: Class 26 contains 15467 members 
Mstep: Class 27 contains 6081 members 
Mstep: Class 28 contains 7826 members 
Mstep: Class 29 contains 3600 members 
Mstep: Class 30 contains 10003 members 
Mstep: Class 31 contains 24830 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 10064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982168.000000 Penalty: 116180.585938
Iteration 390Q: 34 clusters Score -1.119822e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 2934 members 
Mstep: Class 3 contains 109229 members 
Mstep: Class 4 contains 3716 members 
Mstep: Class 5 contains 386602 members 
Mstep: Class 6 contains 4472 members 
Mstep: Class 7 contains 5924 members 
Mstep: Class 8 contains 6834 members 
Mstep: Class 9 contains 5231 members 
Mstep: Class 10 contains 30333 members 
Mstep: Class 11 contains 215152 members 
Mstep: Class 12 contains 49576 members 
Mstep: Class 13 contains 154218 members 
Mstep: Class 14 contains 76828 members 
Mstep: Class 15 contains 74631 members 
Mstep: Class 16 contains 88540 members 
Mstep: Class 17 contains 2123 members 
Mstep: Class 18 contains 28163 members 
Mstep: Class 19 contains 4563 members 
Mstep: Class 20 contains 8481 members 
Mstep: Class 21 contains 45312 members 
Mstep: Class 22 contains 27959 members 
Mstep: Class 23 contains 9120 members 
Mstep: Class 24 contains 7575 members 
Mstep: Class 25 contains 24522 members 
Mstep: Class 26 contains 15467 members 
Mstep: Class 27 contains 6081 members 
Mstep: Class 28 contains 7826 members 
Mstep: Class 29 contains 3600 members 
Mstep: Class 30 contains 10003 members 
Mstep: Class 31 contains 24827 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 10064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982184.000000 Penalty: 116180.585938
Iteration 391Q: 34 clusters Score -1.119822e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 2934 members 
Mstep: Class 3 contains 109241 members 
Mstep: Class 4 contains 3716 members 
Mstep: Class 5 contains 386583 members 
Mstep: Class 6 contains 4472 members 
Mstep: Class 7 contains 5924 members 
Mstep: Class 8 contains 6837 members 
Mstep: Class 9 contains 5231 members 
Mstep: Class 10 contains 30334 members 
Mstep: Class 11 contains 215156 members 
Mstep: Class 12 contains 49576 members 
Mstep: Class 13 contains 154218 members 
Mstep: Class 14 contains 76825 members 
Mstep: Class 15 contains 74632 members 
Mstep: Class 16 contains 88542 members 
Mstep: Class 17 contains 2123 members 
Mstep: Class 18 contains 28162 members 
Mstep: Class 19 contains 4563 members 
Mstep: Class 20 contains 8481 members 
Mstep: Class 21 contains 45312 members 
Mstep: Class 22 contains 27959 members 
Mstep: Class 23 contains 9120 members 
Mstep: Class 24 contains 7575 members 
Mstep: Class 25 contains 24522 members 
Mstep: Class 26 contains 15467 members 
Mstep: Class 27 contains 6081 members 
Mstep: Class 28 contains 7826 members 
Mstep: Class 29 contains 3600 members 
Mstep: Class 30 contains 10003 members 
Mstep: Class 31 contains 24827 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 10064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982232.000000 Penalty: 116180.585938
Iteration 392Q: 34 clusters Score -1.119822e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 2934 members 
Mstep: Class 3 contains 109257 members 
Mstep: Class 4 contains 3716 members 
Mstep: Class 5 contains 386571 members 
Mstep: Class 6 contains 4472 members 
Mstep: Class 7 contains 5924 members 
Mstep: Class 8 contains 6838 members 
Mstep: Class 9 contains 5231 members 
Mstep: Class 10 contains 30333 members 
Mstep: Class 11 contains 215163 members 
Mstep: Class 12 contains 49572 members 
Mstep: Class 13 contains 154218 members 
Mstep: Class 14 contains 76821 members 
Mstep: Class 15 contains 74633 members 
Mstep: Class 16 contains 88540 members 
Mstep: Class 17 contains 2123 members 
Mstep: Class 18 contains 28162 members 
Mstep: Class 19 contains 4563 members 
Mstep: Class 20 contains 8481 members 
Mstep: Class 21 contains 45312 members 
Mstep: Class 22 contains 27958 members 
Mstep: Class 23 contains 9120 members 
Mstep: Class 24 contains 7576 members 
Mstep: Class 25 contains 24522 members 
Mstep: Class 26 contains 15467 members 
Mstep: Class 27 contains 6081 members 
Mstep: Class 28 contains 7826 members 
Mstep: Class 29 contains 3601 members 
Mstep: Class 30 contains 10003 members 
Mstep: Class 31 contains 24824 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 10064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982072.000000 Penalty: 116180.585938
Iteration 393Q: 34 clusters Score -1.119821e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 2934 members 
Mstep: Class 3 contains 109275 members 
Mstep: Class 4 contains 3716 members 
Mstep: Class 5 contains 386552 members 
Mstep: Class 6 contains 4472 members 
Mstep: Class 7 contains 5924 members 
Mstep: Class 8 contains 6839 members 
Mstep: Class 9 contains 5231 members 
Mstep: Class 10 contains 30331 members 
Mstep: Class 11 contains 215174 members 
Mstep: Class 12 contains 49572 members 
Mstep: Class 13 contains 154218 members 
Mstep: Class 14 contains 76814 members 
Mstep: Class 15 contains 74635 members 
Mstep: Class 16 contains 88538 members 
Mstep: Class 17 contains 2123 members 
Mstep: Class 18 contains 28162 members 
Mstep: Class 19 contains 4563 members 
Mstep: Class 20 contains 8481 members 
Mstep: Class 21 contains 45312 members 
Mstep: Class 22 contains 27959 members 
Mstep: Class 23 contains 9120 members 
Mstep: Class 24 contains 7577 members 
Mstep: Class 25 contains 24520 members 
Mstep: Class 26 contains 15467 members 
Mstep: Class 27 contains 6081 members 
Mstep: Class 28 contains 7826 members 
Mstep: Class 29 contains 3601 members 
Mstep: Class 30 contains 10003 members 
Mstep: Class 31 contains 24822 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 10064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982072.000000 Penalty: 116180.585938
Iteration 394Q: 34 clusters Score -1.119821e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 2934 members 
Mstep: Class 3 contains 109294 members 
Mstep: Class 4 contains 3716 members 
Mstep: Class 5 contains 386533 members 
Mstep: Class 6 contains 4472 members 
Mstep: Class 7 contains 5924 members 
Mstep: Class 8 contains 6840 members 
Mstep: Class 9 contains 5231 members 
Mstep: Class 10 contains 30331 members 
Mstep: Class 11 contains 215179 members 
Mstep: Class 12 contains 49573 members 
Mstep: Class 13 contains 154218 members 
Mstep: Class 14 contains 76811 members 
Mstep: Class 15 contains 74635 members 
Mstep: Class 16 contains 88538 members 
Mstep: Class 17 contains 2123 members 
Mstep: Class 18 contains 28162 members 
Mstep: Class 19 contains 4563 members 
Mstep: Class 20 contains 8481 members 
Mstep: Class 21 contains 45312 members 
Mstep: Class 22 contains 27958 members 
Mstep: Class 23 contains 9120 members 
Mstep: Class 24 contains 7577 members 
Mstep: Class 25 contains 24518 members 
Mstep: Class 26 contains 15467 members 
Mstep: Class 27 contains 6081 members 
Mstep: Class 28 contains 7826 members 
Mstep: Class 29 contains 3601 members 
Mstep: Class 30 contains 10003 members 
Mstep: Class 31 contains 24821 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 10064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982040.000000 Penalty: 116180.585938
Iteration 395Q: 34 clusters Score -1.11982e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 2934 members 
Mstep: Class 3 contains 109309 members 
Mstep: Class 4 contains 3716 members 
Mstep: Class 5 contains 386515 members 
Mstep: Class 6 contains 4472 members 
Mstep: Class 7 contains 5924 members 
Mstep: Class 8 contains 6840 members 
Mstep: Class 9 contains 5231 members 
Mstep: Class 10 contains 30331 members 
Mstep: Class 11 contains 215179 members 
Mstep: Class 12 contains 49574 members 
Mstep: Class 13 contains 154217 members 
Mstep: Class 14 contains 76812 members 
Mstep: Class 15 contains 74635 members 
Mstep: Class 16 contains 88538 members 
Mstep: Class 17 contains 2123 members 
Mstep: Class 18 contains 28161 members 
Mstep: Class 19 contains 4563 members 
Mstep: Class 20 contains 8481 members 
Mstep: Class 21 contains 45312 members 
Mstep: Class 22 contains 27961 members 
Mstep: Class 23 contains 9120 members 
Mstep: Class 24 contains 7577 members 
Mstep: Class 25 contains 24519 members 
Mstep: Class 26 contains 15467 members 
Mstep: Class 27 contains 6081 members 
Mstep: Class 28 contains 7826 members 
Mstep: Class 29 contains 3601 members 
Mstep: Class 30 contains 10003 members 
Mstep: Class 31 contains 24820 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 10064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982064.000000 Penalty: 116180.585938
Iteration 396Q: 34 clusters Score -1.119821e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 2934 members 
Mstep: Class 3 contains 109323 members 
Mstep: Class 4 contains 3716 members 
Mstep: Class 5 contains 386509 members 
Mstep: Class 6 contains 4472 members 
Mstep: Class 7 contains 5924 members 
Mstep: Class 8 contains 6839 members 
Mstep: Class 9 contains 5231 members 
Mstep: Class 10 contains 30331 members 
Mstep: Class 11 contains 215178 members 
Mstep: Class 12 contains 49569 members 
Mstep: Class 13 contains 154217 members 
Mstep: Class 14 contains 76809 members 
Mstep: Class 15 contains 74637 members 
Mstep: Class 16 contains 88540 members 
Mstep: Class 17 contains 2123 members 
Mstep: Class 18 contains 28158 members 
Mstep: Class 19 contains 4563 members 
Mstep: Class 20 contains 8481 members 
Mstep: Class 21 contains 45313 members 
Mstep: Class 22 contains 27962 members 
Mstep: Class 23 contains 9120 members 
Mstep: Class 24 contains 7577 members 
Mstep: Class 25 contains 24518 members 
Mstep: Class 26 contains 15467 members 
Mstep: Class 27 contains 6081 members 
Mstep: Class 28 contains 7826 members 
Mstep: Class 29 contains 3601 members 
Mstep: Class 30 contains 10003 members 
Mstep: Class 31 contains 24820 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 10064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982024.000000 Penalty: 116180.585938
Iteration 397Q: 34 clusters Score -1.11982e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 2934 members 
Mstep: Class 3 contains 109341 members 
Mstep: Class 4 contains 3716 members 
Mstep: Class 5 contains 386497 members 
Mstep: Class 6 contains 4472 members 
Mstep: Class 7 contains 5924 members 
Mstep: Class 8 contains 6839 members 
Mstep: Class 9 contains 5231 members 
Mstep: Class 10 contains 30331 members 
Mstep: Class 11 contains 215178 members 
Mstep: Class 12 contains 49567 members 
Mstep: Class 13 contains 154217 members 
Mstep: Class 14 contains 76808 members 
Mstep: Class 15 contains 74637 members 
Mstep: Class 16 contains 88538 members 
Mstep: Class 17 contains 2123 members 
Mstep: Class 18 contains 28158 members 
Mstep: Class 19 contains 4563 members 
Mstep: Class 20 contains 8481 members 
Mstep: Class 21 contains 45313 members 
Mstep: Class 22 contains 27963 members 
Mstep: Class 23 contains 9120 members 
Mstep: Class 24 contains 7577 members 
Mstep: Class 25 contains 24518 members 
Mstep: Class 26 contains 15466 members 
Mstep: Class 27 contains 6081 members 
Mstep: Class 28 contains 7826 members 
Mstep: Class 29 contains 3601 members 
Mstep: Class 30 contains 10003 members 
Mstep: Class 31 contains 24819 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 10064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982056.000000 Penalty: 116180.585938
Iteration 398Q: 34 clusters Score -1.119821e+08 nChanged 43
Entering ConstructFrom: 
Score: -111982056.000000 Penalty: 116180.585938
Entering ConstructFrom: 
Trying to split cluster 1 (9824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Entering Unmasked Estep 
Score: -738684.187500 Penalty: 2279.760742
	Iteration 0F: 2 clusters Score -738684.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -731123.937500 Penalty: 4559.521484
	Iteration 0F: 3 clusters Score -731123.9 nChanged 4079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -733646.312500 Penalty: 4559.521484
	Iteration 1F: 3 clusters Score -733646.3 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -734600.562500 Penalty: 4559.521484
	Iteration 2F: 3 clusters Score -734600.6 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -735532.875000 Penalty: 4559.521484
	Iteration 3F: 3 clusters Score -735532.9 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -736345.437500 Penalty: 4559.521484
	Iteration 4F: 3 clusters Score -736345.4 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -737025.687500 Penalty: 4559.521484
	Iteration 5F: 3 clusters Score -737025.7 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -737603.937500 Penalty: 4559.521484
	Iteration 6F: 3 clusters Score -737603.9 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -738023.875000 Penalty: 4559.521484
	Iteration 7Q: 3 clusters Score -738023.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -738252.875000 Penalty: 4559.521484
	Iteration 8Q: 3 clusters Score -738252.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -738379.625000 Penalty: 4559.521484
	Iteration 9Q: 3 clusters Score -738379.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -738439.125000 Penalty: 4559.521484
	Iteration 10Q: 3 clusters Score -738439.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -738474.750000 Penalty: 4559.521484
	Iteration 11Q: 3 clusters Score -738474.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -738491.375000 Penalty: 4559.521484
	Iteration 12Q: 3 clusters Score -738491.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -738498.875000 Penalty: 4559.521484
	Iteration 13Q: 3 clusters Score -738498.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -738505.625000 Penalty: 4559.521484
	Iteration 14Q: 3 clusters Score -738505.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -738511.062500 Penalty: 4559.521484
	Iteration 15Q: 3 clusters Score -738511.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -738516.187500 Penalty: 4559.521484
	Iteration 16Q: 3 clusters Score -738516.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -738520.187500 Penalty: 4559.521484
	Iteration 17Q: 3 clusters Score -738520.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -738523.125000 Penalty: 4559.521484
	Iteration 18Q: 3 clusters Score -738523.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -738530.125000 Penalty: 4559.521484
	Iteration 19Q: 3 clusters Score -738530.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -738533.937500 Penalty: 4559.521484
	Iteration 20F: 3 clusters Score -738533.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -738537.625000 Penalty: 4559.521484
	Iteration 21Q: 3 clusters Score -738537.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -738540.812500 Penalty: 4559.521484
	Iteration 22Q: 3 clusters Score -738540.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -738544.437500 Penalty: 4559.521484
	Iteration 23Q: 3 clusters Score -738544.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -738545.250000 Penalty: 4559.521484
	Iteration 24Q: 3 clusters Score -738545.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -738547.687500 Penalty: 4559.521484
	Iteration 25Q: 3 clusters Score -738547.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -738547.687500 Penalty: 4559.521484
	Iteration 26F: 3 clusters Score -738547.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Entering Unmasked Estep 
Score: -183778.453125 Penalty: 1980.062256
	Iteration 0F: 2 clusters Score -183778.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -180615.640625 Penalty: 3960.124512
	Iteration 0F: 3 clusters Score -180615.6 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -181539.312500 Penalty: 3960.124512
	Iteration 1F: 3 clusters Score -181539.3 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -181815.265625 Penalty: 3960.124512
	Iteration 2F: 3 clusters Score -181815.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -182033.625000 Penalty: 3960.124512
	Iteration 3F: 3 clusters Score -182033.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -182249.640625 Penalty: 3960.124512
	Iteration 4F: 3 clusters Score -182249.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -182450.312500 Penalty: 3960.124512
	Iteration 5F: 3 clusters Score -182450.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -182602.953125 Penalty: 3960.124512
	Iteration 6Q: 3 clusters Score -182603 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -182788.500000 Penalty: 3960.124512
	Iteration 7Q: 3 clusters Score -182788.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -182942.734375 Penalty: 3960.124512
	Iteration 8Q: 3 clusters Score -182942.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -183029.828125 Penalty: 3960.124512
	Iteration 9Q: 3 clusters Score -183029.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -183086.093750 Penalty: 3960.124512
	Iteration 10Q: 3 clusters Score -183086.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -183118.781250 Penalty: 3960.124512
	Iteration 11Q: 3 clusters Score -183118.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -183142.734375 Penalty: 3960.124512
	Iteration 12Q: 3 clusters Score -183142.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -183160.484375 Penalty: 3960.124512
	Iteration 13Q: 3 clusters Score -183160.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -183173.015625 Penalty: 3960.124512
	Iteration 14Q: 3 clusters Score -183173 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -183184.671875 Penalty: 3960.124512
	Iteration 15Q: 3 clusters Score -183184.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -183195.109375 Penalty: 3960.124512
	Iteration 16Q: 3 clusters Score -183195.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -183207.187500 Penalty: 3960.124512
	Iteration 17Q: 3 clusters Score -183207.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -183218.203125 Penalty: 3960.124512
	Iteration 18Q: 3 clusters Score -183218.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -183223.515625 Penalty: 3960.124512
	Iteration 19Q: 3 clusters Score -183223.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -183227.843750 Penalty: 3960.124512
	Iteration 20F: 3 clusters Score -183227.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -183230.796875 Penalty: 3960.124512
	Iteration 21Q: 3 clusters Score -183230.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -183234.609375 Penalty: 3960.124512
	Iteration 22Q: 3 clusters Score -183234.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -183239.156250 Penalty: 3960.124512
	Iteration 23Q: 3 clusters Score -183239.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -183244.562500 Penalty: 3960.124512
	Iteration 24Q: 3 clusters Score -183244.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -183246.531250 Penalty: 3960.124512
	Iteration 25Q: 3 clusters Score -183246.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -183251.343750 Penalty: 3960.124512
	Iteration 26Q: 3 clusters Score -183251.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -183253.406250 Penalty: 3960.124512
	Iteration 27Q: 3 clusters Score -183253.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -183254.875000 Penalty: 3960.124512
	Iteration 28Q: 3 clusters Score -183254.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -183257.421875 Penalty: 3960.124512
	Iteration 29Q: 3 clusters Score -183257.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -183259.171875 Penalty: 3960.124512
	Iteration 30Q: 3 clusters Score -183259.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -183260.250000 Penalty: 3960.124512
	Iteration 31Q: 3 clusters Score -183260.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -183261.359375 Penalty: 3960.124512
	Iteration 32Q: 3 clusters Score -183261.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -183261.937500 Penalty: 3960.124512
	Iteration 33Q: 3 clusters Score -183261.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -183263.890625 Penalty: 3960.124512
	Iteration 34Q: 3 clusters Score -183263.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -183268.203125 Penalty: 3960.124512
	Iteration 35Q: 3 clusters Score -183268.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -183272.937500 Penalty: 3960.124512
	Iteration 36Q: 3 clusters Score -183272.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -183280.531250 Penalty: 3960.124512
	Iteration 37Q: 3 clusters Score -183280.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -183286.468750 Penalty: 3960.124512
	Iteration 38Q: 3 clusters Score -183286.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -183293.437500 Penalty: 3960.124512
	Iteration 39Q: 3 clusters Score -183293.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -183300.765625 Penalty: 3960.124512
	Iteration 40F: 3 clusters Score -183300.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -183307.046875 Penalty: 3960.124512
	Iteration 41Q: 3 clusters Score -183307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -183310.593750 Penalty: 3960.124512
	Iteration 42Q: 3 clusters Score -183310.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -183318.984375 Penalty: 3960.124512
	Iteration 43Q: 3 clusters Score -183319 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -183326.156250 Penalty: 3960.124512
	Iteration 44Q: 3 clusters Score -183326.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -183328.765625 Penalty: 3960.124512
	Iteration 45Q: 3 clusters Score -183328.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -183329.734375 Penalty: 3960.124512
	Iteration 46Q: 3 clusters Score -183329.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -183330.250000 Penalty: 3960.124512
	Iteration 47Q: 3 clusters Score -183330.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -183331.078125 Penalty: 3960.124512
	Iteration 48Q: 3 clusters Score -183331.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -183332.484375 Penalty: 3960.124512
	Iteration 49Q: 3 clusters Score -183332.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -183340.718750 Penalty: 3960.124512
	Iteration 50Q: 3 clusters Score -183340.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -183345.062500 Penalty: 3960.124512
	Iteration 51Q: 3 clusters Score -183345.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -183351.156250 Penalty: 3960.124512
	Iteration 52Q: 3 clusters Score -183351.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -183353.078125 Penalty: 3960.124512
	Iteration 53Q: 3 clusters Score -183353.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -183355.015625 Penalty: 3960.124512
	Iteration 54Q: 3 clusters Score -183355 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -183356.562500 Penalty: 3960.124512
	Iteration 55Q: 3 clusters Score -183356.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -183357.078125 Penalty: 3960.124512
	Iteration 56Q: 3 clusters Score -183357.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -183357.078125 Penalty: 3960.124512
	Iteration 57F: 3 clusters Score -183357.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (109367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109367 members 
Entering Unmasked Estep 
Score: -8785978.000000 Penalty: 2877.411133
	Iteration 0F: 2 clusters Score -8785978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54778 members 
Mstep: Class 2 contains 54589 members 
Entering Unmasked Estep 
Score: -8712724.000000 Penalty: 5754.822266
	Iteration 0F: 3 clusters Score -8712724 nChanged 51940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54898 members 
Mstep: Class 2 contains 54469 members 
Entering Unmasked Estep 
Score: -8743351.000000 Penalty: 5754.822266
	Iteration 1F: 3 clusters Score -8743351 nChanged 4063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55021 members 
Mstep: Class 2 contains 54346 members 
Entering Unmasked Estep 
Score: -8744511.000000 Penalty: 5754.822266
	Iteration 2Q: 3 clusters Score -8744511 nChanged 4313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55306 members 
Mstep: Class 2 contains 54061 members 
Entering Unmasked Estep 
Score: -8746072.000000 Penalty: 5754.822266
	Iteration 3Q: 3 clusters Score -8746072 nChanged 4800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55796 members 
Mstep: Class 2 contains 53571 members 
Entering Unmasked Estep 
Score: -8748096.000000 Penalty: 5754.822266
	Iteration 4Q: 3 clusters Score -8748096 nChanged 5415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56769 members 
Mstep: Class 2 contains 52598 members 
Entering Unmasked Estep 
Score: -8750913.000000 Penalty: 5754.822266
	Iteration 5Q: 3 clusters Score -8750913 nChanged 6223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58188 members 
Mstep: Class 2 contains 51179 members 
Entering Unmasked Estep 
Score: -8754772.000000 Penalty: 5754.822266
	Iteration 6F: 3 clusters Score -8754772 nChanged 6845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60009 members 
Mstep: Class 2 contains 49358 members 
Entering Unmasked Estep 
Score: -8759941.000000 Penalty: 5754.822266
	Iteration 7F: 3 clusters Score -8759941 nChanged 7187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61826 members 
Mstep: Class 2 contains 47541 members 
Entering Unmasked Estep 
Score: -8765189.000000 Penalty: 5754.822266
	Iteration 8F: 3 clusters Score -8765189 nChanged 6101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63169 members 
Mstep: Class 2 contains 46198 members 
Entering Unmasked Estep 
Score: -8768687.000000 Penalty: 5754.822266
	Iteration 9F: 3 clusters Score -8768687 nChanged 4206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64001 members 
Mstep: Class 2 contains 45366 members 
Entering Unmasked Estep 
Score: -8770338.000000 Penalty: 5754.822266
	Iteration 10Q: 3 clusters Score -8770338 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64572 members 
Mstep: Class 2 contains 44795 members 
Entering Unmasked Estep 
Score: -8771091.000000 Penalty: 5754.822266
	Iteration 11Q: 3 clusters Score -8771091 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65042 members 
Mstep: Class 2 contains 44325 members 
Entering Unmasked Estep 
Score: -8771584.000000 Penalty: 5754.822266
	Iteration 12Q: 3 clusters Score -8771584 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65410 members 
Mstep: Class 2 contains 43957 members 
Entering Unmasked Estep 
Score: -8772000.000000 Penalty: 5754.822266
	Iteration 13Q: 3 clusters Score -8772000 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65736 members 
Mstep: Class 2 contains 43631 members 
Entering Unmasked Estep 
Score: -8772353.000000 Penalty: 5754.822266
	Iteration 14Q: 3 clusters Score -8772353 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65965 members 
Mstep: Class 2 contains 43402 members 
Entering Unmasked Estep 
Score: -8772739.000000 Penalty: 5754.822266
	Iteration 15Q: 3 clusters Score -8772739 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66095 members 
Mstep: Class 2 contains 43272 members 
Entering Unmasked Estep 
Score: -8773077.000000 Penalty: 5754.822266
	Iteration 16Q: 3 clusters Score -8773077 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66132 members 
Mstep: Class 2 contains 43235 members 
Entering Unmasked Estep 
Score: -8773414.000000 Penalty: 5754.822266
	Iteration 17Q: 3 clusters Score -8773414 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66138 members 
Mstep: Class 2 contains 43229 members 
Entering Unmasked Estep 
Score: -8773664.000000 Penalty: 5754.822266
	Iteration 18Q: 3 clusters Score -8773664 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66058 members 
Mstep: Class 2 contains 43309 members 
Entering Unmasked Estep 
Score: -8773928.000000 Penalty: 5754.822266
	Iteration 19Q: 3 clusters Score -8773928 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65923 members 
Mstep: Class 2 contains 43444 members 
Entering Unmasked Estep 
Score: -8774269.000000 Penalty: 5754.822266
	Iteration 20F: 3 clusters Score -8774269 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65736 members 
Mstep: Class 2 contains 43631 members 
Entering Unmasked Estep 
Score: -8774610.000000 Penalty: 5754.822266
	Iteration 21Q: 3 clusters Score -8774610 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65517 members 
Mstep: Class 2 contains 43850 members 
Entering Unmasked Estep 
Score: -8775004.000000 Penalty: 5754.822266
	Iteration 22Q: 3 clusters Score -8775004 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65285 members 
Mstep: Class 2 contains 44082 members 
Entering Unmasked Estep 
Score: -8775338.000000 Penalty: 5754.822266
	Iteration 23Q: 3 clusters Score -8775338 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65061 members 
Mstep: Class 2 contains 44306 members 
Entering Unmasked Estep 
Score: -8775744.000000 Penalty: 5754.822266
	Iteration 24Q: 3 clusters Score -8775744 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64798 members 
Mstep: Class 2 contains 44569 members 
Entering Unmasked Estep 
Score: -8776070.000000 Penalty: 5754.822266
	Iteration 25Q: 3 clusters Score -8776070 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64541 members 
Mstep: Class 2 contains 44826 members 
Entering Unmasked Estep 
Score: -8776444.000000 Penalty: 5754.822266
	Iteration 26Q: 3 clusters Score -8776444 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64263 members 
Mstep: Class 2 contains 45104 members 
Entering Unmasked Estep 
Score: -8776840.000000 Penalty: 5754.822266
	Iteration 27Q: 3 clusters Score -8776840 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63983 members 
Mstep: Class 2 contains 45384 members 
Entering Unmasked Estep 
Score: -8777233.000000 Penalty: 5754.822266
	Iteration 28Q: 3 clusters Score -8777233 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63746 members 
Mstep: Class 2 contains 45621 members 
Entering Unmasked Estep 
Score: -8777615.000000 Penalty: 5754.822266
	Iteration 29Q: 3 clusters Score -8777615 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63535 members 
Mstep: Class 2 contains 45832 members 
Entering Unmasked Estep 
Score: -8777893.000000 Penalty: 5754.822266
	Iteration 30Q: 3 clusters Score -8777893 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63353 members 
Mstep: Class 2 contains 46014 members 
Entering Unmasked Estep 
Score: -8778170.000000 Penalty: 5754.822266
	Iteration 31Q: 3 clusters Score -8778170 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63152 members 
Mstep: Class 2 contains 46215 members 
Entering Unmasked Estep 
Score: -8778482.000000 Penalty: 5754.822266
	Iteration 32Q: 3 clusters Score -8778482 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62991 members 
Mstep: Class 2 contains 46376 members 
Entering Unmasked Estep 
Score: -8778739.000000 Penalty: 5754.822266
	Iteration 33Q: 3 clusters Score -8778739 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62830 members 
Mstep: Class 2 contains 46537 members 
Entering Unmasked Estep 
Score: -8778978.000000 Penalty: 5754.822266
	Iteration 34Q: 3 clusters Score -8778978 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62699 members 
Mstep: Class 2 contains 46668 members 
Entering Unmasked Estep 
Score: -8779211.000000 Penalty: 5754.822266
	Iteration 35Q: 3 clusters Score -8779211 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62641 members 
Mstep: Class 2 contains 46726 members 
Entering Unmasked Estep 
Score: -8779410.000000 Penalty: 5754.822266
	Iteration 36Q: 3 clusters Score -8779410 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62642 members 
Mstep: Class 2 contains 46725 members 
Entering Unmasked Estep 
Score: -8779648.000000 Penalty: 5754.822266
	Iteration 37Q: 3 clusters Score -8779648 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62660 members 
Mstep: Class 2 contains 46707 members 
Entering Unmasked Estep 
Score: -8779922.000000 Penalty: 5754.822266
	Iteration 38Q: 3 clusters Score -8779922 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62746 members 
Mstep: Class 2 contains 46621 members 
Entering Unmasked Estep 
Score: -8780092.000000 Penalty: 5754.822266
	Iteration 39Q: 3 clusters Score -8780092 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62819 members 
Mstep: Class 2 contains 46548 members 
Entering Unmasked Estep 
Score: -8780309.000000 Penalty: 5754.822266
	Iteration 40F: 3 clusters Score -8780309 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62921 members 
Mstep: Class 2 contains 46446 members 
Entering Unmasked Estep 
Score: -8780477.000000 Penalty: 5754.822266
	Iteration 41Q: 3 clusters Score -8780477 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63028 members 
Mstep: Class 2 contains 46339 members 
Entering Unmasked Estep 
Score: -8780655.000000 Penalty: 5754.822266
	Iteration 42Q: 3 clusters Score -8780655 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63161 members 
Mstep: Class 2 contains 46206 members 
Entering Unmasked Estep 
Score: -8780829.000000 Penalty: 5754.822266
	Iteration 43Q: 3 clusters Score -8780829 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63314 members 
Mstep: Class 2 contains 46053 members 
Entering Unmasked Estep 
Score: -8781028.000000 Penalty: 5754.822266
	Iteration 44Q: 3 clusters Score -8781028 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63526 members 
Mstep: Class 2 contains 45841 members 
Entering Unmasked Estep 
Score: -8781153.000000 Penalty: 5754.822266
	Iteration 45Q: 3 clusters Score -8781153 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63752 members 
Mstep: Class 2 contains 45615 members 
Entering Unmasked Estep 
Score: -8781266.000000 Penalty: 5754.822266
	Iteration 46Q: 3 clusters Score -8781266 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64012 members 
Mstep: Class 2 contains 45355 members 
Entering Unmasked Estep 
Score: -8781497.000000 Penalty: 5754.822266
	Iteration 47Q: 3 clusters Score -8781497 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64340 members 
Mstep: Class 2 contains 45027 members 
Entering Unmasked Estep 
Score: -8781580.000000 Penalty: 5754.822266
	Iteration 48Q: 3 clusters Score -8781580 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64708 members 
Mstep: Class 2 contains 44659 members 
Entering Unmasked Estep 
Score: -8781746.000000 Penalty: 5754.822266
	Iteration 49Q: 3 clusters Score -8781746 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65119 members 
Mstep: Class 2 contains 44248 members 
Entering Unmasked Estep 
Score: -8781856.000000 Penalty: 5754.822266
	Iteration 50Q: 3 clusters Score -8781856 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65607 members 
Mstep: Class 2 contains 43760 members 
Entering Unmasked Estep 
Score: -8782038.000000 Penalty: 5754.822266
	Iteration 51Q: 3 clusters Score -8782038 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66121 members 
Mstep: Class 2 contains 43246 members 
Entering Unmasked Estep 
Score: -8782224.000000 Penalty: 5754.822266
	Iteration 52Q: 3 clusters Score -8782224 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66649 members 
Mstep: Class 2 contains 42718 members 
Entering Unmasked Estep 
Score: -8782405.000000 Penalty: 5754.822266
	Iteration 53Q: 3 clusters Score -8782405 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67230 members 
Mstep: Class 2 contains 42137 members 
Entering Unmasked Estep 
Score: -8782591.000000 Penalty: 5754.822266
	Iteration 54Q: 3 clusters Score -8782591 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67807 members 
Mstep: Class 2 contains 41560 members 
Entering Unmasked Estep 
Score: -8782826.000000 Penalty: 5754.822266
	Iteration 55Q: 3 clusters Score -8782826 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68411 members 
Mstep: Class 2 contains 40956 members 
Entering Unmasked Estep 
Score: -8782960.000000 Penalty: 5754.822266
	Iteration 56Q: 3 clusters Score -8782960 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69021 members 
Mstep: Class 2 contains 40346 members 
Entering Unmasked Estep 
Score: -8783122.000000 Penalty: 5754.822266
	Iteration 57Q: 3 clusters Score -8783122 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69626 members 
Mstep: Class 2 contains 39741 members 
Entering Unmasked Estep 
Score: -8783245.000000 Penalty: 5754.822266
	Iteration 58Q: 3 clusters Score -8783245 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70218 members 
Mstep: Class 2 contains 39149 members 
Entering Unmasked Estep 
Score: -8783423.000000 Penalty: 5754.822266
	Iteration 59Q: 3 clusters Score -8783423 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70836 members 
Mstep: Class 2 contains 38531 members 
Entering Unmasked Estep 
Score: -8783555.000000 Penalty: 5754.822266
	Iteration 60F: 3 clusters Score -8783555 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71426 members 
Mstep: Class 2 contains 37941 members 
Entering Unmasked Estep 
Score: -8783691.000000 Penalty: 5754.822266
	Iteration 61Q: 3 clusters Score -8783691 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72024 members 
Mstep: Class 2 contains 37343 members 
Entering Unmasked Estep 
Score: -8783797.000000 Penalty: 5754.822266
	Iteration 62Q: 3 clusters Score -8783797 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72598 members 
Mstep: Class 2 contains 36769 members 
Entering Unmasked Estep 
Score: -8783844.000000 Penalty: 5754.822266
	Iteration 63Q: 3 clusters Score -8783844 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73150 members 
Mstep: Class 2 contains 36217 members 
Entering Unmasked Estep 
Score: -8783921.000000 Penalty: 5754.822266
	Iteration 64Q: 3 clusters Score -8783921 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73681 members 
Mstep: Class 2 contains 35686 members 
Entering Unmasked Estep 
Score: -8783991.000000 Penalty: 5754.822266
	Iteration 65Q: 3 clusters Score -8783991 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74187 members 
Mstep: Class 2 contains 35180 members 
Entering Unmasked Estep 
Score: -8784034.000000 Penalty: 5754.822266
	Iteration 66Q: 3 clusters Score -8784034 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74643 members 
Mstep: Class 2 contains 34724 members 
Entering Unmasked Estep 
Score: -8784109.000000 Penalty: 5754.822266
	Iteration 67Q: 3 clusters Score -8784109 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75100 members 
Mstep: Class 2 contains 34267 members 
Entering Unmasked Estep 
Score: -8784188.000000 Penalty: 5754.822266
	Iteration 68Q: 3 clusters Score -8784188 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75509 members 
Mstep: Class 2 contains 33858 members 
Entering Unmasked Estep 
Score: -8784245.000000 Penalty: 5754.822266
	Iteration 69Q: 3 clusters Score -8784245 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75890 members 
Mstep: Class 2 contains 33477 members 
Entering Unmasked Estep 
Score: -8784275.000000 Penalty: 5754.822266
	Iteration 70Q: 3 clusters Score -8784275 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76257 members 
Mstep: Class 2 contains 33110 members 
Entering Unmasked Estep 
Score: -8784332.000000 Penalty: 5754.822266
	Iteration 71Q: 3 clusters Score -8784332 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76612 members 
Mstep: Class 2 contains 32755 members 
Entering Unmasked Estep 
Score: -8784372.000000 Penalty: 5754.822266
	Iteration 72Q: 3 clusters Score -8784372 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76958 members 
Mstep: Class 2 contains 32409 members 
Entering Unmasked Estep 
Score: -8784375.000000 Penalty: 5754.822266
	Iteration 73Q: 3 clusters Score -8784375 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77285 members 
Mstep: Class 2 contains 32082 members 
Entering Unmasked Estep 
Score: -8784410.000000 Penalty: 5754.822266
	Iteration 74Q: 3 clusters Score -8784410 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77615 members 
Mstep: Class 2 contains 31752 members 
Entering Unmasked Estep 
Score: -8784437.000000 Penalty: 5754.822266
	Iteration 75Q: 3 clusters Score -8784437 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77918 members 
Mstep: Class 2 contains 31449 members 
Entering Unmasked Estep 
Score: -8784465.000000 Penalty: 5754.822266
	Iteration 76Q: 3 clusters Score -8784465 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78220 members 
Mstep: Class 2 contains 31147 members 
Entering Unmasked Estep 
Score: -8784521.000000 Penalty: 5754.822266
	Iteration 77Q: 3 clusters Score -8784521 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78535 members 
Mstep: Class 2 contains 30832 members 
Entering Unmasked Estep 
Score: -8784540.000000 Penalty: 5754.822266
	Iteration 78Q: 3 clusters Score -8784540 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78845 members 
Mstep: Class 2 contains 30522 members 
Entering Unmasked Estep 
Score: -8784549.000000 Penalty: 5754.822266
	Iteration 79Q: 3 clusters Score -8784549 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79132 members 
Mstep: Class 2 contains 30235 members 
Entering Unmasked Estep 
Score: -8784588.000000 Penalty: 5754.822266
	Iteration 80F: 3 clusters Score -8784588 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79439 members 
Mstep: Class 2 contains 29928 members 
Entering Unmasked Estep 
Score: -8784603.000000 Penalty: 5754.822266
	Iteration 81Q: 3 clusters Score -8784603 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79759 members 
Mstep: Class 2 contains 29608 members 
Entering Unmasked Estep 
Score: -8784647.000000 Penalty: 5754.822266
	Iteration 82Q: 3 clusters Score -8784647 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80064 members 
Mstep: Class 2 contains 29303 members 
Entering Unmasked Estep 
Score: -8784684.000000 Penalty: 5754.822266
	Iteration 83Q: 3 clusters Score -8784684 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80337 members 
Mstep: Class 2 contains 29030 members 
Entering Unmasked Estep 
Score: -8784709.000000 Penalty: 5754.822266
	Iteration 84Q: 3 clusters Score -8784709 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80622 members 
Mstep: Class 2 contains 28745 members 
Entering Unmasked Estep 
Score: -8784707.000000 Penalty: 5754.822266
	Iteration 85Q: 3 clusters Score -8784707 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80902 members 
Mstep: Class 2 contains 28465 members 
Entering Unmasked Estep 
Score: -8784717.000000 Penalty: 5754.822266
	Iteration 86Q: 3 clusters Score -8784717 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81175 members 
Mstep: Class 2 contains 28192 members 
Entering Unmasked Estep 
Score: -8784731.000000 Penalty: 5754.822266
	Iteration 87Q: 3 clusters Score -8784731 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81460 members 
Mstep: Class 2 contains 27907 members 
Entering Unmasked Estep 
Score: -8784777.000000 Penalty: 5754.822266
	Iteration 88Q: 3 clusters Score -8784777 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81718 members 
Mstep: Class 2 contains 27649 members 
Entering Unmasked Estep 
Score: -8784795.000000 Penalty: 5754.822266
	Iteration 89Q: 3 clusters Score -8784795 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81961 members 
Mstep: Class 2 contains 27406 members 
Entering Unmasked Estep 
Score: -8784844.000000 Penalty: 5754.822266
	Iteration 90Q: 3 clusters Score -8784844 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82183 members 
Mstep: Class 2 contains 27184 members 
Entering Unmasked Estep 
Score: -8784863.000000 Penalty: 5754.822266
	Iteration 91Q: 3 clusters Score -8784863 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82378 members 
Mstep: Class 2 contains 26989 members 
Entering Unmasked Estep 
Score: -8784862.000000 Penalty: 5754.822266
	Iteration 92Q: 3 clusters Score -8784862 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82581 members 
Mstep: Class 2 contains 26786 members 
Entering Unmasked Estep 
Score: -8784876.000000 Penalty: 5754.822266
	Iteration 93Q: 3 clusters Score -8784876 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82782 members 
Mstep: Class 2 contains 26585 members 
Entering Unmasked Estep 
Score: -8784875.000000 Penalty: 5754.822266
	Iteration 94Q: 3 clusters Score -8784875 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82969 members 
Mstep: Class 2 contains 26398 members 
Entering Unmasked Estep 
Score: -8784893.000000 Penalty: 5754.822266
	Iteration 95Q: 3 clusters Score -8784893 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83163 members 
Mstep: Class 2 contains 26204 members 
Entering Unmasked Estep 
Score: -8784901.000000 Penalty: 5754.822266
	Iteration 96Q: 3 clusters Score -8784901 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83399 members 
Mstep: Class 2 contains 25968 members 
Entering Unmasked Estep 
Score: -8784903.000000 Penalty: 5754.822266
	Iteration 97Q: 3 clusters Score -8784903 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83647 members 
Mstep: Class 2 contains 25720 members 
Entering Unmasked Estep 
Score: -8784940.000000 Penalty: 5754.822266
	Iteration 98Q: 3 clusters Score -8784940 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83892 members 
Mstep: Class 2 contains 25475 members 
Entering Unmasked Estep 
Score: -8784963.000000 Penalty: 5754.822266
	Iteration 99Q: 3 clusters Score -8784963 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84116 members 
Mstep: Class 2 contains 25251 members 
Entering Unmasked Estep 
Score: -8784966.000000 Penalty: 5754.822266
	Iteration 100F: 3 clusters Score -8784966 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84358 members 
Mstep: Class 2 contains 25009 members 
Entering Unmasked Estep 
Score: -8785012.000000 Penalty: 5754.822266
	Iteration 101Q: 3 clusters Score -8785012 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84582 members 
Mstep: Class 2 contains 24785 members 
Entering Unmasked Estep 
Score: -8785002.000000 Penalty: 5754.822266
	Iteration 102Q: 3 clusters Score -8785002 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84773 members 
Mstep: Class 2 contains 24594 members 
Entering Unmasked Estep 
Score: -8785013.000000 Penalty: 5754.822266
	Iteration 103Q: 3 clusters Score -8785013 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84958 members 
Mstep: Class 2 contains 24409 members 
Entering Unmasked Estep 
Score: -8785026.000000 Penalty: 5754.822266
	Iteration 104Q: 3 clusters Score -8785026 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85144 members 
Mstep: Class 2 contains 24223 members 
Entering Unmasked Estep 
Score: -8785002.000000 Penalty: 5754.822266
	Iteration 105Q: 3 clusters Score -8785002 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85297 members 
Mstep: Class 2 contains 24070 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -8785006 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85454 members 
Mstep: Class 2 contains 23913 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -8785006 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85615 members 
Mstep: Class 2 contains 23752 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -8785006 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85777 members 
Mstep: Class 2 contains 23590 members 
Entering Unmasked Estep 
Score: -8785007.000000 Penalty: 5754.822266
	Iteration 109Q: 3 clusters Score -8785007 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85933 members 
Mstep: Class 2 contains 23434 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -8785007 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86076 members 
Mstep: Class 2 contains 23291 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -8784997 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86198 members 
Mstep: Class 2 contains 23169 members 
Entering Unmasked Estep 
Score: -8784987.000000 Penalty: 5754.822266
	Iteration 112Q: 3 clusters Score -8784987 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86321 members 
Mstep: Class 2 contains 23046 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -8784990 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86450 members 
Mstep: Class 2 contains 22917 members 
Entering Unmasked Estep 
Score: -8785027.000000 Penalty: 5754.822266
	Iteration 114Q: 3 clusters Score -8785027 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86564 members 
Mstep: Class 2 contains 22803 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -8785029 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86677 members 
Mstep: Class 2 contains 22690 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -8785049 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86793 members 
Mstep: Class 2 contains 22574 members 
Entering Unmasked Estep 
Score: -8785053.000000 Penalty: 5754.822266
	Iteration 117Q: 3 clusters Score -8785053 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86902 members 
Mstep: Class 2 contains 22465 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -8785049 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87004 members 
Mstep: Class 2 contains 22363 members 
Entering Unmasked Estep 
Score: -8785036.000000 Penalty: 5754.822266
	Iteration 119Q: 3 clusters Score -8785036 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87095 members 
Mstep: Class 2 contains 22272 members 
Entering Unmasked Estep 
Score: -8785047.000000 Penalty: 5754.822266
	Iteration 120F: 3 clusters Score -8785047 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87181 members 
Mstep: Class 2 contains 22186 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -8785049 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87245 members 
Mstep: Class 2 contains 22122 members 
Entering Unmasked Estep 
Score: -8785064.000000 Penalty: 5754.822266
	Iteration 122Q: 3 clusters Score -8785064 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87315 members 
Mstep: Class 2 contains 22052 members 
Entering Unmasked Estep 
Score: -8785055.000000 Penalty: 5754.822266
	Iteration 123Q: 3 clusters Score -8785055 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87383 members 
Mstep: Class 2 contains 21984 members 
Entering Unmasked Estep 
Score: -8785074.000000 Penalty: 5754.822266
	Iteration 124Q: 3 clusters Score -8785074 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87446 members 
Mstep: Class 2 contains 21921 members 
Entering Unmasked Estep 
Score: -8785072.000000 Penalty: 5754.822266
	Iteration 125Q: 3 clusters Score -8785072 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87500 members 
Mstep: Class 2 contains 21867 members 
Entering Unmasked Estep 
Score: -8785088.000000 Penalty: 5754.822266
	Iteration 126Q: 3 clusters Score -8785088 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87544 members 
Mstep: Class 2 contains 21823 members 
Entering Unmasked Estep 
Score: -8785085.000000 Penalty: 5754.822266
	Iteration 127Q: 3 clusters Score -8785085 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87597 members 
Mstep: Class 2 contains 21770 members 
Entering Unmasked Estep 
Score: -8785101.000000 Penalty: 5754.822266
	Iteration 128Q: 3 clusters Score -8785101 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87641 members 
Mstep: Class 2 contains 21726 members 
Entering Unmasked Estep 
Score: -8785105.000000 Penalty: 5754.822266
	Iteration 129Q: 3 clusters Score -8785105 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87677 members 
Mstep: Class 2 contains 21690 members 
Entering Unmasked Estep 
Score: -8785104.000000 Penalty: 5754.822266
	Iteration 130Q: 3 clusters Score -8785104 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87726 members 
Mstep: Class 2 contains 21641 members 
Entering Unmasked Estep 
Score: -8785111.000000 Penalty: 5754.822266
	Iteration 131Q: 3 clusters Score -8785111 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87781 members 
Mstep: Class 2 contains 21586 members 
Entering Unmasked Estep 
Score: -8785110.000000 Penalty: 5754.822266
	Iteration 132Q: 3 clusters Score -8785110 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87832 members 
Mstep: Class 2 contains 21535 members 
Entering Unmasked Estep 
Score: -8785130.000000 Penalty: 5754.822266
	Iteration 133Q: 3 clusters Score -8785130 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87886 members 
Mstep: Class 2 contains 21481 members 
Entering Unmasked Estep 
Score: -8785114.000000 Penalty: 5754.822266
	Iteration 134Q: 3 clusters Score -8785114 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87931 members 
Mstep: Class 2 contains 21436 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -8785104 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87982 members 
Mstep: Class 2 contains 21385 members 
Entering Unmasked Estep 
Score: -8785126.000000 Penalty: 5754.822266
	Iteration 136Q: 3 clusters Score -8785126 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88044 members 
Mstep: Class 2 contains 21323 members 
Entering Unmasked Estep 
Score: -8785122.000000 Penalty: 5754.822266
	Iteration 137Q: 3 clusters Score -8785122 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88112 members 
Mstep: Class 2 contains 21255 members 
Entering Unmasked Estep 
Score: -8785138.000000 Penalty: 5754.822266
	Iteration 138Q: 3 clusters Score -8785138 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88176 members 
Mstep: Class 2 contains 21191 members 
Entering Unmasked Estep 
Score: -8785153.000000 Penalty: 5754.822266
	Iteration 139Q: 3 clusters Score -8785153 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88237 members 
Mstep: Class 2 contains 21130 members 
Entering Unmasked Estep 
Score: -8785160.000000 Penalty: 5754.822266
	Iteration 140F: 3 clusters Score -8785160 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88317 members 
Mstep: Class 2 contains 21050 members 
Entering Unmasked Estep 
Score: -8785149.000000 Penalty: 5754.822266
	Iteration 141Q: 3 clusters Score -8785149 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88380 members 
Mstep: Class 2 contains 20987 members 
Entering Unmasked Estep 
Score: -8785161.000000 Penalty: 5754.822266
	Iteration 142Q: 3 clusters Score -8785161 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88448 members 
Mstep: Class 2 contains 20919 members 
Entering Unmasked Estep 
Score: -8785176.000000 Penalty: 5754.822266
	Iteration 143Q: 3 clusters Score -8785176 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88521 members 
Mstep: Class 2 contains 20846 members 
Entering Unmasked Estep 
Score: -8785179.000000 Penalty: 5754.822266
	Iteration 144Q: 3 clusters Score -8785179 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88584 members 
Mstep: Class 2 contains 20783 members 
Entering Unmasked Estep 
Score: -8785166.000000 Penalty: 5754.822266
	Iteration 145Q: 3 clusters Score -8785166 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88653 members 
Mstep: Class 2 contains 20714 members 
Entering Unmasked Estep 
Score: -8785172.000000 Penalty: 5754.822266
	Iteration 146Q: 3 clusters Score -8785172 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88730 members 
Mstep: Class 2 contains 20637 members 
Entering Unmasked Estep 
Score: -8785206.000000 Penalty: 5754.822266
	Iteration 147Q: 3 clusters Score -8785206 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88799 members 
Mstep: Class 2 contains 20568 members 
Entering Unmasked Estep 
Score: -8785219.000000 Penalty: 5754.822266
	Iteration 148Q: 3 clusters Score -8785219 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88854 members 
Mstep: Class 2 contains 20513 members 
Entering Unmasked Estep 
Score: -8785242.000000 Penalty: 5754.822266
	Iteration 149Q: 3 clusters Score -8785242 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88905 members 
Mstep: Class 2 contains 20462 members 
Entering Unmasked Estep 
Score: -8785233.000000 Penalty: 5754.822266
	Iteration 150Q: 3 clusters Score -8785233 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88961 members 
Mstep: Class 2 contains 20406 members 
Entering Unmasked Estep 
Score: -8785245.000000 Penalty: 5754.822266
	Iteration 151Q: 3 clusters Score -8785245 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89000 members 
Mstep: Class 2 contains 20367 members 
Entering Unmasked Estep 
Score: -8785254.000000 Penalty: 5754.822266
	Iteration 152Q: 3 clusters Score -8785254 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89029 members 
Mstep: Class 2 contains 20338 members 
Entering Unmasked Estep 
Score: -8785246.000000 Penalty: 5754.822266
	Iteration 153Q: 3 clusters Score -8785246 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89058 members 
Mstep: Class 2 contains 20309 members 
Entering Unmasked Estep 
Score: -8785241.000000 Penalty: 5754.822266
	Iteration 154Q: 3 clusters Score -8785241 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89087 members 
Mstep: Class 2 contains 20280 members 
Entering Unmasked Estep 
Score: -8785239.000000 Penalty: 5754.822266
	Iteration 155Q: 3 clusters Score -8785239 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89113 members 
Mstep: Class 2 contains 20254 members 
Entering Unmasked Estep 
Score: -8785243.000000 Penalty: 5754.822266
	Iteration 156Q: 3 clusters Score -8785243 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89147 members 
Mstep: Class 2 contains 20220 members 
Entering Unmasked Estep 
Score: -8785247.000000 Penalty: 5754.822266
	Iteration 157Q: 3 clusters Score -8785247 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89182 members 
Mstep: Class 2 contains 20185 members 
Entering Unmasked Estep 
Score: -8785258.000000 Penalty: 5754.822266
	Iteration 158Q: 3 clusters Score -8785258 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89227 members 
Mstep: Class 2 contains 20140 members 
Entering Unmasked Estep 
Score: -8785268.000000 Penalty: 5754.822266
	Iteration 159Q: 3 clusters Score -8785268 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89268 members 
Mstep: Class 2 contains 20099 members 
Entering Unmasked Estep 
Score: -8785243.000000 Penalty: 5754.822266
	Iteration 160F: 3 clusters Score -8785243 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89308 members 
Mstep: Class 2 contains 20059 members 
Entering Unmasked Estep 
Score: -8785240.000000 Penalty: 5754.822266
	Iteration 161Q: 3 clusters Score -8785240 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89345 members 
Mstep: Class 2 contains 20022 members 
Entering Unmasked Estep 
Score: -8785237.000000 Penalty: 5754.822266
	Iteration 162Q: 3 clusters Score -8785237 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89375 members 
Mstep: Class 2 contains 19992 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -8785239 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89405 members 
Mstep: Class 2 contains 19962 members 
Entering Unmasked Estep 
Score: -8785250.000000 Penalty: 5754.822266
	Iteration 164Q: 3 clusters Score -8785250 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89427 members 
Mstep: Class 2 contains 19940 members 
Entering Unmasked Estep 
Score: -8785253.000000 Penalty: 5754.822266
	Iteration 165Q: 3 clusters Score -8785253 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89461 members 
Mstep: Class 2 contains 19906 members 
Entering Unmasked Estep 
Score: -8785249.000000 Penalty: 5754.822266
	Iteration 166Q: 3 clusters Score -8785249 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89498 members 
Mstep: Class 2 contains 19869 members 
Entering Unmasked Estep 
Score: -8785273.000000 Penalty: 5754.822266
	Iteration 167Q: 3 clusters Score -8785273 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89542 members 
Mstep: Class 2 contains 19825 members 
Entering Unmasked Estep 
Score: -8785276.000000 Penalty: 5754.822266
	Iteration 168Q: 3 clusters Score -8785276 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89583 members 
Mstep: Class 2 contains 19784 members 
Entering Unmasked Estep 
Score: -8785288.000000 Penalty: 5754.822266
	Iteration 169Q: 3 clusters Score -8785288 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89634 members 
Mstep: Class 2 contains 19733 members 
Entering Unmasked Estep 
Score: -8785290.000000 Penalty: 5754.822266
	Iteration 170Q: 3 clusters Score -8785290 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89670 members 
Mstep: Class 2 contains 19697 members 
Entering Unmasked Estep 
Score: -8785299.000000 Penalty: 5754.822266
	Iteration 171Q: 3 clusters Score -8785299 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89712 members 
Mstep: Class 2 contains 19655 members 
Entering Unmasked Estep 
Score: -8785287.000000 Penalty: 5754.822266
	Iteration 172Q: 3 clusters Score -8785287 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89745 members 
Mstep: Class 2 contains 19622 members 
Entering Unmasked Estep 
Score: -8785293.000000 Penalty: 5754.822266
	Iteration 173Q: 3 clusters Score -8785293 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89774 members 
Mstep: Class 2 contains 19593 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -8785290 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89794 members 
Mstep: Class 2 contains 19573 members 
Entering Unmasked Estep 
Score: -8785305.000000 Penalty: 5754.822266
	Iteration 175Q: 3 clusters Score -8785305 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89818 members 
Mstep: Class 2 contains 19549 members 
Entering Unmasked Estep 
Score: -8785309.000000 Penalty: 5754.822266
	Iteration 176Q: 3 clusters Score -8785309 nChanged 31
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Mstep: Class 1 contains 89849 members 
Mstep: Class 2 contains 19518 members 
Entering Unmasked Estep 
Score: -8785314.000000 Penalty: 5754.822266
	Iteration 177Q: 3 clusters Score -8785314 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89880 members 
Mstep: Class 2 contains 19487 members 
Entering Unmasked Estep 
Score: -8785304.000000 Penalty: 5754.822266
	Iteration 178Q: 3 clusters Score -8785304 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89915 members 
Mstep: Class 2 contains 19452 members 
Entering Unmasked Estep 
Score: -8785301.000000 Penalty: 5754.822266
	Iteration 179Q: 3 clusters Score -8785301 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89951 members 
Mstep: Class 2 contains 19416 members 
Entering Unmasked Estep 
Score: -8785296.000000 Penalty: 5754.822266
	Iteration 180F: 3 clusters Score -8785296 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89984 members 
Mstep: Class 2 contains 19383 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -8785293 nChanged 29
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Mstep: Class 1 contains 90011 members 
Mstep: Class 2 contains 19356 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -8785291 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90039 members 
Mstep: Class 2 contains 19328 members 
Entering Unmasked Estep 
Score: -8785285.000000 Penalty: 5754.822266
	Iteration 183Q: 3 clusters Score -8785285 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90062 members 
Mstep: Class 2 contains 19305 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -8785279 nChanged 20
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Mstep: Class 1 contains 90082 members 
Mstep: Class 2 contains 19285 members 
Entering Unmasked Estep 
Score: -8785269.000000 Penalty: 5754.822266
	Iteration 185Q: 3 clusters Score -8785269 nChanged 20
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Mstep: Class 1 contains 90102 members 
Mstep: Class 2 contains 19265 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -8785265 nChanged 22
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Mstep: Class 1 contains 90122 members 
Mstep: Class 2 contains 19245 members 
Entering Unmasked Estep 
Score: -8785267.000000 Penalty: 5754.822266
	Iteration 187Q: 3 clusters Score -8785267 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90133 members 
Mstep: Class 2 contains 19234 members 
Entering Unmasked Estep 
Score: -8785263.000000 Penalty: 5754.822266
	Iteration 188Q: 3 clusters Score -8785263 nChanged 15
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Mstep: Class 1 contains 90148 members 
Mstep: Class 2 contains 19219 members 
Entering Unmasked Estep 
Score: -8785262.000000 Penalty: 5754.822266
	Iteration 189Q: 3 clusters Score -8785262 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90164 members 
Mstep: Class 2 contains 19203 members 
Entering Unmasked Estep 
Score: -8785258.000000 Penalty: 5754.822266
	Iteration 190Q: 3 clusters Score -8785258 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90187 members 
Mstep: Class 2 contains 19180 members 
Entering Unmasked Estep 
Score: -8785270.000000 Penalty: 5754.822266
	Iteration 191Q: 3 clusters Score -8785270 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90204 members 
Mstep: Class 2 contains 19163 members 
Entering Unmasked Estep 
Score: -8785264.000000 Penalty: 5754.822266
	Iteration 192Q: 3 clusters Score -8785264 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90220 members 
Mstep: Class 2 contains 19147 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -8785263 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90238 members 
Mstep: Class 2 contains 19129 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -8785269 nChanged 22
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Mstep: Class 1 contains 90260 members 
Mstep: Class 2 contains 19107 members 
Entering Unmasked Estep 
Score: -8785261.000000 Penalty: 5754.822266
	Iteration 195Q: 3 clusters Score -8785261 nChanged 23
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Mstep: Class 1 contains 90283 members 
Mstep: Class 2 contains 19084 members 
Entering Unmasked Estep 
Score: -8785271.000000 Penalty: 5754.822266
	Iteration 196Q: 3 clusters Score -8785271 nChanged 27
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Mstep: Class 1 contains 90310 members 
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Entering Unmasked Estep 
Score: -8785260.000000 Penalty: 5754.822266
	Iteration 197Q: 3 clusters Score -8785260 nChanged 29
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Mstep: Class 1 contains 90339 members 
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Entering Unmasked Estep 
Score: -8785254.000000 Penalty: 5754.822266
	Iteration 198Q: 3 clusters Score -8785254 nChanged 24
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Mstep: Class 1 contains 90361 members 
Mstep: Class 2 contains 19006 members 
Entering Unmasked Estep 
Score: -8785257.000000 Penalty: 5754.822266
	Iteration 199Q: 3 clusters Score -8785257 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90393 members 
Mstep: Class 2 contains 18974 members 
Entering Unmasked Estep 
Score: -8785265.000000 Penalty: 5754.822266
	Iteration 200F: 3 clusters Score -8785265 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90423 members 
Mstep: Class 2 contains 18944 members 
Entering Unmasked Estep 
Score: -8785271.000000 Penalty: 5754.822266
	Iteration 201Q: 3 clusters Score -8785271 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90444 members 
Mstep: Class 2 contains 18923 members 
Entering Unmasked Estep 
Score: -8785275.000000 Penalty: 5754.822266
	Iteration 202Q: 3 clusters Score -8785275 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90462 members 
Mstep: Class 2 contains 18905 members 
Entering Unmasked Estep 
Score: -8785277.000000 Penalty: 5754.822266
	Iteration 203Q: 3 clusters Score -8785277 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90478 members 
Mstep: Class 2 contains 18889 members 
Entering Unmasked Estep 
Score: -8785286.000000 Penalty: 5754.822266
	Iteration 204Q: 3 clusters Score -8785286 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90489 members 
Mstep: Class 2 contains 18878 members 
Entering Unmasked Estep 
Score: -8785284.000000 Penalty: 5754.822266
	Iteration 205Q: 3 clusters Score -8785284 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90506 members 
Mstep: Class 2 contains 18861 members 
Entering Unmasked Estep 
Score: -8785317.000000 Penalty: 5754.822266
	Iteration 206Q: 3 clusters Score -8785317 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90524 members 
Mstep: Class 2 contains 18843 members 
Entering Unmasked Estep 
Score: -8785298.000000 Penalty: 5754.822266
	Iteration 207Q: 3 clusters Score -8785298 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90544 members 
Mstep: Class 2 contains 18823 members 
Entering Unmasked Estep 
Score: -8785286.000000 Penalty: 5754.822266
	Iteration 208Q: 3 clusters Score -8785286 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90563 members 
Mstep: Class 2 contains 18804 members 
Entering Unmasked Estep 
Score: -8785294.000000 Penalty: 5754.822266
	Iteration 209Q: 3 clusters Score -8785294 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90577 members 
Mstep: Class 2 contains 18790 members 
Entering Unmasked Estep 
Score: -8785304.000000 Penalty: 5754.822266
	Iteration 210Q: 3 clusters Score -8785304 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90589 members 
Mstep: Class 2 contains 18778 members 
Entering Unmasked Estep 
Score: -8785315.000000 Penalty: 5754.822266
	Iteration 211Q: 3 clusters Score -8785315 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90599 members 
Mstep: Class 2 contains 18768 members 
Entering Unmasked Estep 
Score: -8785314.000000 Penalty: 5754.822266
	Iteration 212Q: 3 clusters Score -8785314 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90611 members 
Mstep: Class 2 contains 18756 members 
Entering Unmasked Estep 
Score: -8785312.000000 Penalty: 5754.822266
	Iteration 213Q: 3 clusters Score -8785312 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90624 members 
Mstep: Class 2 contains 18743 members 
Entering Unmasked Estep 
Score: -8785315.000000 Penalty: 5754.822266
	Iteration 214Q: 3 clusters Score -8785315 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90629 members 
Mstep: Class 2 contains 18738 members 
Entering Unmasked Estep 
Score: -8785316.000000 Penalty: 5754.822266
	Iteration 215Q: 3 clusters Score -8785316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90633 members 
Mstep: Class 2 contains 18734 members 
Entering Unmasked Estep 
Score: -8785309.000000 Penalty: 5754.822266
	Iteration 216Q: 3 clusters Score -8785309 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90640 members 
Mstep: Class 2 contains 18727 members 
Entering Unmasked Estep 
Score: -8785309.000000 Penalty: 5754.822266
	Iteration 217Q: 3 clusters Score -8785309 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90649 members 
Mstep: Class 2 contains 18718 members 
Entering Unmasked Estep 
Score: -8785307.000000 Penalty: 5754.822266
	Iteration 218Q: 3 clusters Score -8785307 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90655 members 
Mstep: Class 2 contains 18712 members 
Entering Unmasked Estep 
Score: -8785303.000000 Penalty: 5754.822266
	Iteration 219Q: 3 clusters Score -8785303 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90660 members 
Mstep: Class 2 contains 18707 members 
Entering Unmasked Estep 
Score: -8785301.000000 Penalty: 5754.822266
	Iteration 220F: 3 clusters Score -8785301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90661 members 
Mstep: Class 2 contains 18706 members 
Entering Unmasked Estep 
Score: -8785301.000000 Penalty: 5754.822266
	Iteration 221Q: 3 clusters Score -8785301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90662 members 
Mstep: Class 2 contains 18705 members 
Entering Unmasked Estep 
Score: -8785303.000000 Penalty: 5754.822266
	Iteration 222Q: 3 clusters Score -8785303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90664 members 
Mstep: Class 2 contains 18703 members 
Entering Unmasked Estep 
Score: -8785303.000000 Penalty: 5754.822266
	Iteration 223Q: 3 clusters Score -8785303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90665 members 
Mstep: Class 2 contains 18702 members 
Entering Unmasked Estep 
Score: -8785297.000000 Penalty: 5754.822266
	Iteration 224Q: 3 clusters Score -8785297 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90666 members 
Mstep: Class 2 contains 18701 members 
Entering Unmasked Estep 
Score: -8785303.000000 Penalty: 5754.822266
	Iteration 225Q: 3 clusters Score -8785303 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90666 members 
Mstep: Class 2 contains 18701 members 
Entering Unmasked Estep 
Score: -8785303.000000 Penalty: 5754.822266
	Iteration 226F: 3 clusters Score -8785303 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Entering Unmasked Estep 
Score: -248008.062500 Penalty: 2038.659912
	Iteration 0F: 2 clusters Score -248008.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -244269.765625 Penalty: 4077.319824
	Iteration 0F: 3 clusters Score -244269.8 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -245143.656250 Penalty: 4077.319824
	Iteration 1F: 3 clusters Score -245143.7 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -245378.921875 Penalty: 4077.319824
	Iteration 2F: 3 clusters Score -245378.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -245537.906250 Penalty: 4077.319824
	Iteration 3F: 3 clusters Score -245537.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -245651.812500 Penalty: 4077.319824
	Iteration 4Q: 3 clusters Score -245651.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -245742.109375 Penalty: 4077.319824
	Iteration 5Q: 3 clusters Score -245742.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -245847.578125 Penalty: 4077.319824
	Iteration 6Q: 3 clusters Score -245847.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -245940.765625 Penalty: 4077.319824
	Iteration 7Q: 3 clusters Score -245940.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -246038.640625 Penalty: 4077.319824
	Iteration 8Q: 3 clusters Score -246038.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -246115.687500 Penalty: 4077.319824
	Iteration 9Q: 3 clusters Score -246115.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -246166.343750 Penalty: 4077.319824
	Iteration 10Q: 3 clusters Score -246166.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -246210.109375 Penalty: 4077.319824
	Iteration 11Q: 3 clusters Score -246210.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -246250.906250 Penalty: 4077.319824
	Iteration 12Q: 3 clusters Score -246250.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -246279.218750 Penalty: 4077.319824
	Iteration 13Q: 3 clusters Score -246279.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -246302.781250 Penalty: 4077.319824
	Iteration 14Q: 3 clusters Score -246302.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -246330.015625 Penalty: 4077.319824
	Iteration 15Q: 3 clusters Score -246330 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -246349.218750 Penalty: 4077.319824
	Iteration 16Q: 3 clusters Score -246349.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -246358.562500 Penalty: 4077.319824
	Iteration 17Q: 3 clusters Score -246358.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -246365.734375 Penalty: 4077.319824
	Iteration 18Q: 3 clusters Score -246365.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -246370.031250 Penalty: 4077.319824
	Iteration 19Q: 3 clusters Score -246370 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -246374.453125 Penalty: 4077.319824
	Iteration 20F: 3 clusters Score -246374.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -246376.859375 Penalty: 4077.319824
	Iteration 21Q: 3 clusters Score -246376.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -246378.656250 Penalty: 4077.319824
	Iteration 22Q: 3 clusters Score -246378.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -246381.375000 Penalty: 4077.319824
	Iteration 23Q: 3 clusters Score -246381.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -246384.390625 Penalty: 4077.319824
	Iteration 24Q: 3 clusters Score -246384.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -246386.671875 Penalty: 4077.319824
	Iteration 25Q: 3 clusters Score -246386.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -246388.562500 Penalty: 4077.319824
	Iteration 26Q: 3 clusters Score -246388.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -246390.593750 Penalty: 4077.319824
	Iteration 27Q: 3 clusters Score -246390.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -246393.468750 Penalty: 4077.319824
	Iteration 28Q: 3 clusters Score -246393.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -246394.000000 Penalty: 4077.319824
	Iteration 29Q: 3 clusters Score -246394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -246393.890625 Penalty: 4077.319824
	Iteration 30Q: 3 clusters Score -246393.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -246396.109375 Penalty: 4077.319824
	Iteration 31Q: 3 clusters Score -246396.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -246397.765625 Penalty: 4077.319824
	Iteration 32Q: 3 clusters Score -246397.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -246398.671875 Penalty: 4077.319824
	Iteration 33Q: 3 clusters Score -246398.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -246399.078125 Penalty: 4077.319824
	Iteration 34Q: 3 clusters Score -246399.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -246399.687500 Penalty: 4077.319824
	Iteration 35Q: 3 clusters Score -246399.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -246400.187500 Penalty: 4077.319824
	Iteration 36Q: 3 clusters Score -246400.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -246400.078125 Penalty: 4077.319824
	Iteration 37Q: 3 clusters Score -246400.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -246400.078125 Penalty: 4077.319824
	Iteration 38F: 3 clusters Score -246400.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (386475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386475 members 
Entering Unmasked Estep 
Score: -30644032.000000 Penalty: 3190.476074
	Iteration 0F: 2 clusters Score -3.064403e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193436 members 
Mstep: Class 2 contains 193039 members 
Entering Unmasked Estep 
Score: -30383004.000000 Penalty: 6380.952148
	Iteration 0F: 3 clusters Score -3.0383e+07 nChanged 187879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201333 members 
Mstep: Class 2 contains 185142 members 
Entering Unmasked Estep 
Score: -30496452.000000 Penalty: 6380.952148
	Iteration 1F: 3 clusters Score -3.049645e+07 nChanged 10081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206216 members 
Mstep: Class 2 contains 180259 members 
Entering Unmasked Estep 
Score: -30498328.000000 Penalty: 6380.952148
	Iteration 2Q: 3 clusters Score -3.049833e+07 nChanged 11537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213809 members 
Mstep: Class 2 contains 172666 members 
Entering Unmasked Estep 
Score: -30501310.000000 Penalty: 6380.952148
	Iteration 3Q: 3 clusters Score -3.050131e+07 nChanged 14080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225475 members 
Mstep: Class 2 contains 161000 members 
Entering Unmasked Estep 
Score: -30506036.000000 Penalty: 6380.952148
	Iteration 4Q: 3 clusters Score -3.050604e+07 nChanged 18545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242872 members 
Mstep: Class 2 contains 143603 members 
Entering Unmasked Estep 
Score: -30514184.000000 Penalty: 6380.952148
	Iteration 5Q: 3 clusters Score -3.051418e+07 nChanged 25070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267574 members 
Mstep: Class 2 contains 118901 members 
Entering Unmasked Estep 
Score: -30529750.000000 Penalty: 6380.952148
	Iteration 6F: 3 clusters Score -3.052975e+07 nChanged 32184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299716 members 
Mstep: Class 2 contains 86759 members 
Entering Unmasked Estep 
Score: -30555290.000000 Penalty: 6380.952148
	Iteration 7F: 3 clusters Score -3.055529e+07 nChanged 35138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334848 members 
Mstep: Class 2 contains 51627 members 
Entering Unmasked Estep 
Score: -30589202.000000 Penalty: 6380.952148
	Iteration 8F: 3 clusters Score -3.05892e+07 nChanged 28806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363654 members 
Mstep: Class 2 contains 22821 members 
Entering Unmasked Estep 
Score: -30618808.000000 Penalty: 6380.952148
	Iteration 9F: 3 clusters Score -3.061881e+07 nChanged 15595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379249 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -30634290.000000 Penalty: 6380.952148
	Iteration 10Q: 3 clusters Score -3.063429e+07 nChanged 5327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384576 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -30639374.000000 Penalty: 6380.952148
	Iteration 11Q: 3 clusters Score -3.063937e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385861 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -30640656.000000 Penalty: 6380.952148
	Iteration 12Q: 3 clusters Score -3.064066e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386128 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -30640978.000000 Penalty: 6380.952148
	Iteration 13Q: 3 clusters Score -3.064098e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386199 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -30641032.000000 Penalty: 6380.952148
	Iteration 14Q: 3 clusters Score -3.064103e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386218 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -30641064.000000 Penalty: 6380.952148
	Iteration 15Q: 3 clusters Score -3.064106e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386237 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -30641140.000000 Penalty: 6380.952148
	Iteration 16Q: 3 clusters Score -3.064114e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386246 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -30641140.000000 Penalty: 6380.952148
	Iteration 17Q: 3 clusters Score -3.064114e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386254 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -30641124.000000 Penalty: 6380.952148
	Iteration 18Q: 3 clusters Score -3.064112e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386256 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -30641134.000000 Penalty: 6380.952148
	Iteration 19Q: 3 clusters Score -3.064113e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386260 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -30641138.000000 Penalty: 6380.952148
	Iteration 20F: 3 clusters Score -3.064114e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386261 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -30641166.000000 Penalty: 6380.952148
	Iteration 21Q: 3 clusters Score -3.064117e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386263 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -30641160.000000 Penalty: 6380.952148
	Iteration 22Q: 3 clusters Score -3.064116e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386263 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -30641160.000000 Penalty: 6380.952148
	Iteration 23Q: 3 clusters Score -3.064116e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386264 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -30641172.000000 Penalty: 6380.952148
	Iteration 24Q: 3 clusters Score -3.064117e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386265 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -30641186.000000 Penalty: 6380.952148
	Iteration 25Q: 3 clusters Score -3.064119e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386265 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -30641186.000000 Penalty: 6380.952148
	Iteration 26F: 3 clusters Score -3.064119e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Entering Unmasked Estep 
Score: -344862.312500 Penalty: 2084.586670
	Iteration 0F: 2 clusters Score -344862.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -340650.312500 Penalty: 4169.173340
	Iteration 0F: 3 clusters Score -340650.3 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -341621.906250 Penalty: 4169.173340
	Iteration 1F: 3 clusters Score -341621.9 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -341846.687500 Penalty: 4169.173340
	Iteration 2F: 3 clusters Score -341846.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -341977.406250 Penalty: 4169.173340
	Iteration 3Q: 3 clusters Score -341977.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -342064.312500 Penalty: 4169.173340
	Iteration 4Q: 3 clusters Score -342064.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -342133.500000 Penalty: 4169.173340
	Iteration 5Q: 3 clusters Score -342133.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -342183.781250 Penalty: 4169.173340
	Iteration 6Q: 3 clusters Score -342183.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -342233.500000 Penalty: 4169.173340
	Iteration 7Q: 3 clusters Score -342233.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -342279.500000 Penalty: 4169.173340
	Iteration 8Q: 3 clusters Score -342279.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -342322.593750 Penalty: 4169.173340
	Iteration 9Q: 3 clusters Score -342322.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -342370.093750 Penalty: 4169.173340
	Iteration 10Q: 3 clusters Score -342370.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -342409.875000 Penalty: 4169.173340
	Iteration 11Q: 3 clusters Score -342409.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -342451.656250 Penalty: 4169.173340
	Iteration 12Q: 3 clusters Score -342451.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -342496.406250 Penalty: 4169.173340
	Iteration 13Q: 3 clusters Score -342496.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -342546.343750 Penalty: 4169.173340
	Iteration 14Q: 3 clusters Score -342546.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -342601.031250 Penalty: 4169.173340
	Iteration 15Q: 3 clusters Score -342601 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -342674.906250 Penalty: 4169.173340
	Iteration 16Q: 3 clusters Score -342674.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -342760.281250 Penalty: 4169.173340
	Iteration 17Q: 3 clusters Score -342760.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -342849.375000 Penalty: 4169.173340
	Iteration 18Q: 3 clusters Score -342849.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -342929.562500 Penalty: 4169.173340
	Iteration 19Q: 3 clusters Score -342929.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -342996.281250 Penalty: 4169.173340
	Iteration 20F: 3 clusters Score -342996.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -343080.593750 Penalty: 4169.173340
	Iteration 21Q: 3 clusters Score -343080.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -343173.593750 Penalty: 4169.173340
	Iteration 22Q: 3 clusters Score -343173.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -343259.781250 Penalty: 4169.173340
	Iteration 23Q: 3 clusters Score -343259.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -343333.875000 Penalty: 4169.173340
	Iteration 24Q: 3 clusters Score -343333.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -343385.812500 Penalty: 4169.173340
	Iteration 25Q: 3 clusters Score -343385.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -343423.156250 Penalty: 4169.173340
	Iteration 26Q: 3 clusters Score -343423.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -343441.843750 Penalty: 4169.173340
	Iteration 27Q: 3 clusters Score -343441.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -343457.125000 Penalty: 4169.173340
	Iteration 28Q: 3 clusters Score -343457.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -343465.343750 Penalty: 4169.173340
	Iteration 29Q: 3 clusters Score -343465.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -343473.218750 Penalty: 4169.173340
	Iteration 30Q: 3 clusters Score -343473.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -343485.625000 Penalty: 4169.173340
	Iteration 31Q: 3 clusters Score -343485.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -343493.843750 Penalty: 4169.173340
	Iteration 32Q: 3 clusters Score -343493.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -343501.250000 Penalty: 4169.173340
	Iteration 33Q: 3 clusters Score -343501.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -343507.937500 Penalty: 4169.173340
	Iteration 34Q: 3 clusters Score -343507.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -343512.843750 Penalty: 4169.173340
	Iteration 35Q: 3 clusters Score -343512.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -343518.593750 Penalty: 4169.173340
	Iteration 36Q: 3 clusters Score -343518.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -343522.156250 Penalty: 4169.173340
	Iteration 37Q: 3 clusters Score -343522.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -343524.656250 Penalty: 4169.173340
	Iteration 38Q: 3 clusters Score -343524.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -343528.093750 Penalty: 4169.173340
	Iteration 39Q: 3 clusters Score -343528.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -343530.343750 Penalty: 4169.173340
	Iteration 40F: 3 clusters Score -343530.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -343531.093750 Penalty: 4169.173340
	Iteration 41Q: 3 clusters Score -343531.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -343531.562500 Penalty: 4169.173340
	Iteration 42Q: 3 clusters Score -343531.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -343531.656250 Penalty: 4169.173340
	Iteration 43Q: 3 clusters Score -343531.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -343532.625000 Penalty: 4169.173340
	Iteration 44Q: 3 clusters Score -343532.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -343531.750000 Penalty: 4169.173340
	Iteration 45Q: 3 clusters Score -343531.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -343532.187500 Penalty: 4169.173340
	Iteration 46Q: 3 clusters Score -343532.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -343534.593750 Penalty: 4169.173340
	Iteration 47Q: 3 clusters Score -343534.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -343536.281250 Penalty: 4169.173340
	Iteration 48Q: 3 clusters Score -343536.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -343537.406250 Penalty: 4169.173340
	Iteration 49Q: 3 clusters Score -343537.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -343537.812500 Penalty: 4169.173340
	Iteration 50Q: 3 clusters Score -343537.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -343539.375000 Penalty: 4169.173340
	Iteration 51Q: 3 clusters Score -343539.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -343544.843750 Penalty: 4169.173340
	Iteration 52Q: 3 clusters Score -343544.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -343548.375000 Penalty: 4169.173340
	Iteration 53Q: 3 clusters Score -343548.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -343555.406250 Penalty: 4169.173340
	Iteration 54Q: 3 clusters Score -343555.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -343559.468750 Penalty: 4169.173340
	Iteration 55Q: 3 clusters Score -343559.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -343561.500000 Penalty: 4169.173340
	Iteration 56Q: 3 clusters Score -343561.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -343561.187500 Penalty: 4169.173340
	Iteration 57Q: 3 clusters Score -343561.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -343562.750000 Penalty: 4169.173340
	Iteration 58Q: 3 clusters Score -343562.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -343564.156250 Penalty: 4169.173340
	Iteration 59Q: 3 clusters Score -343564.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -343564.500000 Penalty: 4169.173340
	Iteration 60F: 3 clusters Score -343564.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -343564.937500 Penalty: 4169.173340
	Iteration 61Q: 3 clusters Score -343564.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -343567.281250 Penalty: 4169.173340
	Iteration 62Q: 3 clusters Score -343567.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -343568.468750 Penalty: 4169.173340
	Iteration 63Q: 3 clusters Score -343568.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -343571.250000 Penalty: 4169.173340
	Iteration 64Q: 3 clusters Score -343571.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -343573.187500 Penalty: 4169.173340
	Iteration 65Q: 3 clusters Score -343573.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -343574.312500 Penalty: 4169.173340
	Iteration 66Q: 3 clusters Score -343574.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -343576.250000 Penalty: 4169.173340
	Iteration 67Q: 3 clusters Score -343576.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -343576.781250 Penalty: 4169.173340
	Iteration 68Q: 3 clusters Score -343576.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -343580.343750 Penalty: 4169.173340
	Iteration 69Q: 3 clusters Score -343580.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -343583.437500 Penalty: 4169.173340
	Iteration 70Q: 3 clusters Score -343583.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -343587.906250 Penalty: 4169.173340
	Iteration 71Q: 3 clusters Score -343587.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -343592.281250 Penalty: 4169.173340
	Iteration 72Q: 3 clusters Score -343592.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -343592.875000 Penalty: 4169.173340
	Iteration 73Q: 3 clusters Score -343592.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -343596.000000 Penalty: 4169.173340
	Iteration 74Q: 3 clusters Score -343596 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -343599.843750 Penalty: 4169.173340
	Iteration 75Q: 3 clusters Score -343599.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -343604.812500 Penalty: 4169.173340
	Iteration 76Q: 3 clusters Score -343604.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -343610.062500 Penalty: 4169.173340
	Iteration 77Q: 3 clusters Score -343610.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -343615.468750 Penalty: 4169.173340
	Iteration 78Q: 3 clusters Score -343615.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -343624.937500 Penalty: 4169.173340
	Iteration 79Q: 3 clusters Score -343624.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -343634.218750 Penalty: 4169.173340
	Iteration 80F: 3 clusters Score -343634.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -343647.656250 Penalty: 4169.173340
	Iteration 81Q: 3 clusters Score -343647.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -343660.093750 Penalty: 4169.173340
	Iteration 82Q: 3 clusters Score -343660.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -343679.000000 Penalty: 4169.173340
	Iteration 83Q: 3 clusters Score -343679 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -343688.093750 Penalty: 4169.173340
	Iteration 84Q: 3 clusters Score -343688.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -343697.812500 Penalty: 4169.173340
	Iteration 85Q: 3 clusters Score -343697.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -343705.656250 Penalty: 4169.173340
	Iteration 86Q: 3 clusters Score -343705.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -343711.343750 Penalty: 4169.173340
	Iteration 87Q: 3 clusters Score -343711.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -343716.875000 Penalty: 4169.173340
	Iteration 88Q: 3 clusters Score -343716.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -343721.750000 Penalty: 4169.173340
	Iteration 89Q: 3 clusters Score -343721.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -343725.406250 Penalty: 4169.173340
	Iteration 90Q: 3 clusters Score -343725.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -343730.156250 Penalty: 4169.173340
	Iteration 91Q: 3 clusters Score -343730.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -343733.625000 Penalty: 4169.173340
	Iteration 92Q: 3 clusters Score -343733.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -343734.812500 Penalty: 4169.173340
	Iteration 93Q: 3 clusters Score -343734.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -343735.437500 Penalty: 4169.173340
	Iteration 94Q: 3 clusters Score -343735.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -343736.750000 Penalty: 4169.173340
	Iteration 95Q: 3 clusters Score -343736.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -343737.625000 Penalty: 4169.173340
	Iteration 96Q: 3 clusters Score -343737.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -343739.187500 Penalty: 4169.173340
	Iteration 97Q: 3 clusters Score -343739.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -343739.031250 Penalty: 4169.173340
	Iteration 98Q: 3 clusters Score -343739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -343740.906250 Penalty: 4169.173340
	Iteration 99Q: 3 clusters Score -343740.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -343740.312500 Penalty: 4169.173340
	Iteration 100F: 3 clusters Score -343740.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Entering Unmasked Estep 
Score: -464148.375000 Penalty: 2154.360107
	Iteration 0F: 2 clusters Score -464148.4 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 2989 members 
Entering Unmasked Estep 
Score: -459085.625000 Penalty: 4308.720215
	Iteration 0F: 3 clusters Score -459085.6 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -460386.312500 Penalty: 4308.720215
	Iteration 1F: 3 clusters Score -460386.3 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -460645.312500 Penalty: 4308.720215
	Iteration 2F: 3 clusters Score -460645.3 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -460796.125000 Penalty: 4308.720215
	Iteration 3F: 3 clusters Score -460796.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -460897.531250 Penalty: 4308.720215
	Iteration 4Q: 3 clusters Score -460897.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -460985.718750 Penalty: 4308.720215
	Iteration 5Q: 3 clusters Score -460985.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -461072.875000 Penalty: 4308.720215
	Iteration 6Q: 3 clusters Score -461072.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -461160.500000 Penalty: 4308.720215
	Iteration 7Q: 3 clusters Score -461160.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -461247.375000 Penalty: 4308.720215
	Iteration 8Q: 3 clusters Score -461247.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -461335.000000 Penalty: 4308.720215
	Iteration 9Q: 3 clusters Score -461335 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -461419.468750 Penalty: 4308.720215
	Iteration 10Q: 3 clusters Score -461419.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -461509.125000 Penalty: 4308.720215
	Iteration 11Q: 3 clusters Score -461509.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -461593.343750 Penalty: 4308.720215
	Iteration 12Q: 3 clusters Score -461593.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -461669.218750 Penalty: 4308.720215
	Iteration 13Q: 3 clusters Score -461669.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -461745.375000 Penalty: 4308.720215
	Iteration 14Q: 3 clusters Score -461745.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -461822.281250 Penalty: 4308.720215
	Iteration 15Q: 3 clusters Score -461822.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -461891.906250 Penalty: 4308.720215
	Iteration 16Q: 3 clusters Score -461891.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -461948.375000 Penalty: 4308.720215
	Iteration 17Q: 3 clusters Score -461948.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -461996.843750 Penalty: 4308.720215
	Iteration 18Q: 3 clusters Score -461996.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -462030.406250 Penalty: 4308.720215
	Iteration 19Q: 3 clusters Score -462030.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -462050.343750 Penalty: 4308.720215
	Iteration 20F: 3 clusters Score -462050.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -462069.875000 Penalty: 4308.720215
	Iteration 21Q: 3 clusters Score -462069.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -462086.218750 Penalty: 4308.720215
	Iteration 22Q: 3 clusters Score -462086.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -462105.687500 Penalty: 4308.720215
	Iteration 23Q: 3 clusters Score -462105.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -462123.906250 Penalty: 4308.720215
	Iteration 24Q: 3 clusters Score -462123.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -462139.781250 Penalty: 4308.720215
	Iteration 25Q: 3 clusters Score -462139.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -462155.531250 Penalty: 4308.720215
	Iteration 26Q: 3 clusters Score -462155.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -462164.812500 Penalty: 4308.720215
	Iteration 27Q: 3 clusters Score -462164.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -462177.750000 Penalty: 4308.720215
	Iteration 28Q: 3 clusters Score -462177.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -462190.125000 Penalty: 4308.720215
	Iteration 29Q: 3 clusters Score -462190.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -462204.937500 Penalty: 4308.720215
	Iteration 30Q: 3 clusters Score -462204.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -462211.187500 Penalty: 4308.720215
	Iteration 31Q: 3 clusters Score -462211.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -462219.406250 Penalty: 4308.720215
	Iteration 32Q: 3 clusters Score -462219.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -462223.875000 Penalty: 4308.720215
	Iteration 33Q: 3 clusters Score -462223.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -462226.156250 Penalty: 4308.720215
	Iteration 34Q: 3 clusters Score -462226.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -462227.718750 Penalty: 4308.720215
	Iteration 35Q: 3 clusters Score -462227.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -462228.812500 Penalty: 4308.720215
	Iteration 36Q: 3 clusters Score -462228.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -462230.937500 Penalty: 4308.720215
	Iteration 37Q: 3 clusters Score -462230.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -462231.562500 Penalty: 4308.720215
	Iteration 38Q: 3 clusters Score -462231.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -462232.500000 Penalty: 4308.720215
	Iteration 39Q: 3 clusters Score -462232.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -462232.500000 Penalty: 4308.720215
	Iteration 40F: 3 clusters Score -462232.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Entering Unmasked Estep 
Score: -533244.500000 Penalty: 2189.938477
	Iteration 0F: 2 clusters Score -533244.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -527601.062500 Penalty: 4379.876953
	Iteration 0F: 3 clusters Score -527601.1 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -529122.062500 Penalty: 4379.876953
	Iteration 1F: 3 clusters Score -529122.1 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -529372.250000 Penalty: 4379.876953
	Iteration 2F: 3 clusters Score -529372.2 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -529617.500000 Penalty: 4379.876953
	Iteration 3F: 3 clusters Score -529617.5 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -529874.375000 Penalty: 4379.876953
	Iteration 4F: 3 clusters Score -529874.4 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -530229.750000 Penalty: 4379.876953
	Iteration 5F: 3 clusters Score -530229.8 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -530682.375000 Penalty: 4379.876953
	Iteration 6F: 3 clusters Score -530682.4 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -531121.875000 Penalty: 4379.876953
	Iteration 7F: 3 clusters Score -531121.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -531467.187500 Penalty: 4379.876953
	Iteration 8F: 3 clusters Score -531467.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -531699.937500 Penalty: 4379.876953
	Iteration 9Q: 3 clusters Score -531699.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -531878.937500 Penalty: 4379.876953
	Iteration 10Q: 3 clusters Score -531878.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -532003.500000 Penalty: 4379.876953
	Iteration 11Q: 3 clusters Score -532003.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -532074.187500 Penalty: 4379.876953
	Iteration 12Q: 3 clusters Score -532074.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -532128.062500 Penalty: 4379.876953
	Iteration 13Q: 3 clusters Score -532128.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -532180.375000 Penalty: 4379.876953
	Iteration 14Q: 3 clusters Score -532180.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -532223.937500 Penalty: 4379.876953
	Iteration 15Q: 3 clusters Score -532223.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -532258.625000 Penalty: 4379.876953
	Iteration 16Q: 3 clusters Score -532258.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -532287.750000 Penalty: 4379.876953
	Iteration 17Q: 3 clusters Score -532287.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -532310.437500 Penalty: 4379.876953
	Iteration 18Q: 3 clusters Score -532310.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -532329.437500 Penalty: 4379.876953
	Iteration 19Q: 3 clusters Score -532329.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -532353.062500 Penalty: 4379.876953
	Iteration 20F: 3 clusters Score -532353.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -532376.000000 Penalty: 4379.876953
	Iteration 21Q: 3 clusters Score -532376 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -532394.375000 Penalty: 4379.876953
	Iteration 22Q: 3 clusters Score -532394.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -532413.187500 Penalty: 4379.876953
	Iteration 23Q: 3 clusters Score -532413.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -532435.937500 Penalty: 4379.876953
	Iteration 24Q: 3 clusters Score -532435.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -532466.000000 Penalty: 4379.876953
	Iteration 25Q: 3 clusters Score -532466 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -532496.500000 Penalty: 4379.876953
	Iteration 26Q: 3 clusters Score -532496.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -532534.187500 Penalty: 4379.876953
	Iteration 27Q: 3 clusters Score -532534.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -532584.875000 Penalty: 4379.876953
	Iteration 28Q: 3 clusters Score -532584.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -532647.187500 Penalty: 4379.876953
	Iteration 29Q: 3 clusters Score -532647.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -532719.125000 Penalty: 4379.876953
	Iteration 30Q: 3 clusters Score -532719.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -532795.687500 Penalty: 4379.876953
	Iteration 31Q: 3 clusters Score -532795.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -532884.125000 Penalty: 4379.876953
	Iteration 32Q: 3 clusters Score -532884.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -532967.750000 Penalty: 4379.876953
	Iteration 33Q: 3 clusters Score -532967.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -533037.687500 Penalty: 4379.876953
	Iteration 34Q: 3 clusters Score -533037.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -533098.125000 Penalty: 4379.876953
	Iteration 35Q: 3 clusters Score -533098.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -533167.375000 Penalty: 4379.876953
	Iteration 36Q: 3 clusters Score -533167.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -533230.187500 Penalty: 4379.876953
	Iteration 37Q: 3 clusters Score -533230.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -533279.187500 Penalty: 4379.876953
	Iteration 38Q: 3 clusters Score -533279.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -533327.375000 Penalty: 4379.876953
	Iteration 39Q: 3 clusters Score -533327.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -533366.750000 Penalty: 4379.876953
	Iteration 40F: 3 clusters Score -533366.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -533397.062500 Penalty: 4379.876953
	Iteration 41Q: 3 clusters Score -533397.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -533416.125000 Penalty: 4379.876953
	Iteration 42Q: 3 clusters Score -533416.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -533433.562500 Penalty: 4379.876953
	Iteration 43Q: 3 clusters Score -533433.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -533440.812500 Penalty: 4379.876953
	Iteration 44Q: 3 clusters Score -533440.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -533445.937500 Penalty: 4379.876953
	Iteration 45Q: 3 clusters Score -533445.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -533449.187500 Penalty: 4379.876953
	Iteration 46Q: 3 clusters Score -533449.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -533453.187500 Penalty: 4379.876953
	Iteration 47Q: 3 clusters Score -533453.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -533456.187500 Penalty: 4379.876953
	Iteration 48Q: 3 clusters Score -533456.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -533457.687500 Penalty: 4379.876953
	Iteration 49Q: 3 clusters Score -533457.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -533458.312500 Penalty: 4379.876953
	Iteration 50Q: 3 clusters Score -533458.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -533460.500000 Penalty: 4379.876953
	Iteration 51Q: 3 clusters Score -533460.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -533460.312500 Penalty: 4379.876953
	Iteration 52Q: 3 clusters Score -533460.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -533460.125000 Penalty: 4379.876953
	Iteration 53Q: 3 clusters Score -533460.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -533461.062500 Penalty: 4379.876953
	Iteration 54Q: 3 clusters Score -533461.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -533461.687500 Penalty: 4379.876953
	Iteration 55Q: 3 clusters Score -533461.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -533463.000000 Penalty: 4379.876953
	Iteration 56Q: 3 clusters Score -533463 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -533464.312500 Penalty: 4379.876953
	Iteration 57Q: 3 clusters Score -533464.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -533464.312500 Penalty: 4379.876953
	Iteration 58Q: 3 clusters Score -533464.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -533465.625000 Penalty: 4379.876953
	Iteration 59Q: 3 clusters Score -533465.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -533465.625000 Penalty: 4379.876953
	Iteration 60F: 3 clusters Score -533465.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 2934 members 
Mstep: Class 3 contains 109367 members 
Mstep: Class 4 contains 3716 members 
Mstep: Class 5 contains 386475 members 
Mstep: Class 6 contains 4472 members 
Mstep: Class 7 contains 5925 members 
Mstep: Class 8 contains 5362 members 
Mstep: Class 9 contains 5231 members 
Mstep: Class 10 contains 30331 members 
Mstep: Class 11 contains 215180 members 
Mstep: Class 12 contains 49565 members 
Mstep: Class 13 contains 154217 members 
Mstep: Class 14 contains 76808 members 
Mstep: Class 15 contains 74636 members 
Mstep: Class 16 contains 88537 members 
Mstep: Class 17 contains 2123 members 
Mstep: Class 18 contains 28158 members 
Mstep: Class 19 contains 4563 members 
Mstep: Class 20 contains 8481 members 
Mstep: Class 21 contains 45313 members 
Mstep: Class 22 contains 27962 members 
Mstep: Class 23 contains 9120 members 
Mstep: Class 24 contains 7577 members 
Mstep: Class 25 contains 24518 members 
Mstep: Class 26 contains 15466 members 
Mstep: Class 27 contains 6081 members 
Mstep: Class 28 contains 7826 members 
Mstep: Class 29 contains 3601 members 
Mstep: Class 30 contains 10003 members 
Mstep: Class 31 contains 24817 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 10064 members 
Mstep: Class 34 contains 1477 members 
Entering Unmasked Estep 
Score: -111980792.000000 Penalty: 119701.210938
Splitting cluster 8 changes total score from -111982056.000000 to -111980792.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (5231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Entering Unmasked Estep 
Score: -410878.312500 Penalty: 2123.464844
	Iteration 0F: 2 clusters Score -410878.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -406225.968750 Penalty: 4246.929688
	Iteration 0F: 3 clusters Score -406226 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -407348.343750 Penalty: 4246.929688
	Iteration 1F: 3 clusters Score -407348.3 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -407597.406250 Penalty: 4246.929688
	Iteration 2F: 3 clusters Score -407597.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -407759.343750 Penalty: 4246.929688
	Iteration 3F: 3 clusters Score -407759.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -407899.718750 Penalty: 4246.929688
	Iteration 4Q: 3 clusters Score -407899.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -408001.187500 Penalty: 4246.929688
	Iteration 5Q: 3 clusters Score -408001.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -408099.000000 Penalty: 4246.929688
	Iteration 6Q: 3 clusters Score -408099 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -408191.937500 Penalty: 4246.929688
	Iteration 7Q: 3 clusters Score -408191.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -408265.343750 Penalty: 4246.929688
	Iteration 8Q: 3 clusters Score -408265.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -408328.718750 Penalty: 4246.929688
	Iteration 9Q: 3 clusters Score -408328.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -408394.906250 Penalty: 4246.929688
	Iteration 10Q: 3 clusters Score -408394.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -408455.093750 Penalty: 4246.929688
	Iteration 11Q: 3 clusters Score -408455.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -408505.531250 Penalty: 4246.929688
	Iteration 12Q: 3 clusters Score -408505.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -408562.375000 Penalty: 4246.929688
	Iteration 13Q: 3 clusters Score -408562.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -408617.781250 Penalty: 4246.929688
	Iteration 14Q: 3 clusters Score -408617.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -408671.875000 Penalty: 4246.929688
	Iteration 15Q: 3 clusters Score -408671.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -408717.718750 Penalty: 4246.929688
	Iteration 16Q: 3 clusters Score -408717.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -408748.562500 Penalty: 4246.929688
	Iteration 17Q: 3 clusters Score -408748.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -408776.625000 Penalty: 4246.929688
	Iteration 18Q: 3 clusters Score -408776.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -408789.562500 Penalty: 4246.929688
	Iteration 19Q: 3 clusters Score -408789.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -408799.218750 Penalty: 4246.929688
	Iteration 20F: 3 clusters Score -408799.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -408812.281250 Penalty: 4246.929688
	Iteration 21Q: 3 clusters Score -408812.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -408822.843750 Penalty: 4246.929688
	Iteration 22Q: 3 clusters Score -408822.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -408837.375000 Penalty: 4246.929688
	Iteration 23Q: 3 clusters Score -408837.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -408848.468750 Penalty: 4246.929688
	Iteration 24Q: 3 clusters Score -408848.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -408860.812500 Penalty: 4246.929688
	Iteration 25Q: 3 clusters Score -408860.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -408874.250000 Penalty: 4246.929688
	Iteration 26Q: 3 clusters Score -408874.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -408887.906250 Penalty: 4246.929688
	Iteration 27Q: 3 clusters Score -408887.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -408897.281250 Penalty: 4246.929688
	Iteration 28Q: 3 clusters Score -408897.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -408903.750000 Penalty: 4246.929688
	Iteration 29Q: 3 clusters Score -408903.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -408908.250000 Penalty: 4246.929688
	Iteration 30Q: 3 clusters Score -408908.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -408914.437500 Penalty: 4246.929688
	Iteration 31Q: 3 clusters Score -408914.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -408919.125000 Penalty: 4246.929688
	Iteration 32Q: 3 clusters Score -408919.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -408923.562500 Penalty: 4246.929688
	Iteration 33Q: 3 clusters Score -408923.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -408929.343750 Penalty: 4246.929688
	Iteration 34Q: 3 clusters Score -408929.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -408936.906250 Penalty: 4246.929688
	Iteration 35Q: 3 clusters Score -408936.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -408942.406250 Penalty: 4246.929688
	Iteration 36Q: 3 clusters Score -408942.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -408949.937500 Penalty: 4246.929688
	Iteration 37Q: 3 clusters Score -408949.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -408954.468750 Penalty: 4246.929688
	Iteration 38Q: 3 clusters Score -408954.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -408959.156250 Penalty: 4246.929688
	Iteration 39Q: 3 clusters Score -408959.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -408964.062500 Penalty: 4246.929688
	Iteration 40F: 3 clusters Score -408964.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -408971.625000 Penalty: 4246.929688
	Iteration 41Q: 3 clusters Score -408971.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -408981.187500 Penalty: 4246.929688
	Iteration 42Q: 3 clusters Score -408981.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -408990.687500 Penalty: 4246.929688
	Iteration 43Q: 3 clusters Score -408990.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -409001.000000 Penalty: 4246.929688
	Iteration 44Q: 3 clusters Score -409001 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -409007.437500 Penalty: 4246.929688
	Iteration 45Q: 3 clusters Score -409007.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -409012.718750 Penalty: 4246.929688
	Iteration 46Q: 3 clusters Score -409012.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -409015.062500 Penalty: 4246.929688
	Iteration 47Q: 3 clusters Score -409015.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -409018.656250 Penalty: 4246.929688
	Iteration 48Q: 3 clusters Score -409018.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -409022.218750 Penalty: 4246.929688
	Iteration 49Q: 3 clusters Score -409022.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -409028.093750 Penalty: 4246.929688
	Iteration 50Q: 3 clusters Score -409028.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -409031.656250 Penalty: 4246.929688
	Iteration 51Q: 3 clusters Score -409031.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -409035.593750 Penalty: 4246.929688
	Iteration 52Q: 3 clusters Score -409035.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -409036.281250 Penalty: 4246.929688
	Iteration 53Q: 3 clusters Score -409036.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -409036.625000 Penalty: 4246.929688
	Iteration 54Q: 3 clusters Score -409036.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -409036.625000 Penalty: 4246.929688
	Iteration 55F: 3 clusters Score -409036.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (30331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30331 members 
Entering Unmasked Estep 
Score: -2355469.250000 Penalty: 2559.341553
	Iteration 0F: 2 clusters Score -2355469 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -2334603.000000 Penalty: 5118.683105
	Iteration 0F: 3 clusters Score -2334603 nChanged 13755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -2342155.750000 Penalty: 5118.683105
	Iteration 1F: 3 clusters Score -2342156 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 15383 members 
Entering Unmasked Estep 
Score: -2342877.250000 Penalty: 5118.683105
	Iteration 2F: 3 clusters Score -2342877 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -2343720.750000 Penalty: 5118.683105
	Iteration 3F: 3 clusters Score -2343721 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -2344635.500000 Penalty: 5118.683105
	Iteration 4F: 3 clusters Score -2344636 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -2345592.000000 Penalty: 5118.683105
	Iteration 5F: 3 clusters Score -2345592 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -2346519.750000 Penalty: 5118.683105
	Iteration 6F: 3 clusters Score -2346520 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
Score: -2347441.500000 Penalty: 5118.683105
	Iteration 7F: 3 clusters Score -2347442 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -2348349.750000 Penalty: 5118.683105
	Iteration 8Q: 3 clusters Score -2348350 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 16256 members 
Entering Unmasked Estep 
Score: -2349238.500000 Penalty: 5118.683105
	Iteration 9Q: 3 clusters Score -2349238 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -2350072.500000 Penalty: 5118.683105
	Iteration 10Q: 3 clusters Score -2350072 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 16085 members 
Entering Unmasked Estep 
Score: -2350627.500000 Penalty: 5118.683105
	Iteration 11Q: 3 clusters Score -2350628 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -2350982.750000 Penalty: 5118.683105
	Iteration 12Q: 3 clusters Score -2350983 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -2351176.500000 Penalty: 5118.683105
	Iteration 13Q: 3 clusters Score -2351176 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -2351265.000000 Penalty: 5118.683105
	Iteration 14Q: 3 clusters Score -2351265 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -2351344.250000 Penalty: 5118.683105
	Iteration 15Q: 3 clusters Score -2351344 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -2351388.000000 Penalty: 5118.683105
	Iteration 16Q: 3 clusters Score -2351388 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 15392 members 
Entering Unmasked Estep 
Score: -2351435.000000 Penalty: 5118.683105
	Iteration 17Q: 3 clusters Score -2351435 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -2351480.500000 Penalty: 5118.683105
	Iteration 18Q: 3 clusters Score -2351480 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -2351511.250000 Penalty: 5118.683105
	Iteration 19Q: 3 clusters Score -2351511 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -2351538.000000 Penalty: 5118.683105
	Iteration 20F: 3 clusters Score -2351538 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -2351566.500000 Penalty: 5118.683105
	Iteration 21Q: 3 clusters Score -2351566 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -2351610.250000 Penalty: 5118.683105
	Iteration 22Q: 3 clusters Score -2351610 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -2351644.500000 Penalty: 5118.683105
	Iteration 23Q: 3 clusters Score -2351644 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -2351678.500000 Penalty: 5118.683105
	Iteration 24Q: 3 clusters Score -2351678 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -2351721.500000 Penalty: 5118.683105
	Iteration 25Q: 3 clusters Score -2351722 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -2351760.750000 Penalty: 5118.683105
	Iteration 26Q: 3 clusters Score -2351761 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 13866 members 
Entering Unmasked Estep 
Score: -2351805.000000 Penalty: 5118.683105
	Iteration 27Q: 3 clusters Score -2351805 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -2351855.500000 Penalty: 5118.683105
	Iteration 28Q: 3 clusters Score -2351856 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16893 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -2351886.750000 Penalty: 5118.683105
	Iteration 29Q: 3 clusters Score -2351887 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17114 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -2351928.250000 Penalty: 5118.683105
	Iteration 30Q: 3 clusters Score -2351928 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17363 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -2351990.750000 Penalty: 5118.683105
	Iteration 31Q: 3 clusters Score -2351991 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -2352046.000000 Penalty: 5118.683105
	Iteration 32Q: 3 clusters Score -2352046 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17889 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -2352105.000000 Penalty: 5118.683105
	Iteration 33Q: 3 clusters Score -2352105 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18175 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -2352174.250000 Penalty: 5118.683105
	Iteration 34Q: 3 clusters Score -2352174 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -2352234.000000 Penalty: 5118.683105
	Iteration 35Q: 3 clusters Score -2352234 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18748 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -2352295.250000 Penalty: 5118.683105
	Iteration 36Q: 3 clusters Score -2352295 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19012 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -2352348.000000 Penalty: 5118.683105
	Iteration 37Q: 3 clusters Score -2352348 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19272 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -2352405.000000 Penalty: 5118.683105
	Iteration 38Q: 3 clusters Score -2352405 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19533 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -2352480.500000 Penalty: 5118.683105
	Iteration 39Q: 3 clusters Score -2352480 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19791 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -2352533.500000 Penalty: 5118.683105
	Iteration 40F: 3 clusters Score -2352534 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20024 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -2352578.750000 Penalty: 5118.683105
	Iteration 41Q: 3 clusters Score -2352579 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20254 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -2352622.250000 Penalty: 5118.683105
	Iteration 42Q: 3 clusters Score -2352622 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20488 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -2352662.500000 Penalty: 5118.683105
	Iteration 43Q: 3 clusters Score -2352662 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20692 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -2352706.500000 Penalty: 5118.683105
	Iteration 44Q: 3 clusters Score -2352706 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20899 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -2352751.500000 Penalty: 5118.683105
	Iteration 45Q: 3 clusters Score -2352752 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21109 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -2352793.500000 Penalty: 5118.683105
	Iteration 46Q: 3 clusters Score -2352794 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21315 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -2352828.250000 Penalty: 5118.683105
	Iteration 47Q: 3 clusters Score -2352828 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21519 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -2352869.750000 Penalty: 5118.683105
	Iteration 48Q: 3 clusters Score -2352870 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21703 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -2352903.750000 Penalty: 5118.683105
	Iteration 49Q: 3 clusters Score -2352904 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21882 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -2352947.000000 Penalty: 5118.683105
	Iteration 50Q: 3 clusters Score -2352947 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22034 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -2352974.750000 Penalty: 5118.683105
	Iteration 51Q: 3 clusters Score -2352975 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22179 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -2353011.500000 Penalty: 5118.683105
	Iteration 52Q: 3 clusters Score -2353012 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22320 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -2353033.750000 Penalty: 5118.683105
	Iteration 53Q: 3 clusters Score -2353034 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22448 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -2353043.750000 Penalty: 5118.683105
	Iteration 54Q: 3 clusters Score -2353044 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22608 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -2353073.750000 Penalty: 5118.683105
	Iteration 55Q: 3 clusters Score -2353074 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22759 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -2353101.250000 Penalty: 5118.683105
	Iteration 56Q: 3 clusters Score -2353101 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22889 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -2353136.000000 Penalty: 5118.683105
	Iteration 57Q: 3 clusters Score -2353136 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23036 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -2353169.500000 Penalty: 5118.683105
	Iteration 58Q: 3 clusters Score -2353170 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23189 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -2353207.250000 Penalty: 5118.683105
	Iteration 59Q: 3 clusters Score -2353207 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23355 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -2353236.250000 Penalty: 5118.683105
	Iteration 60F: 3 clusters Score -2353236 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23544 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -2353295.500000 Penalty: 5118.683105
	Iteration 61Q: 3 clusters Score -2353296 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23751 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -2353346.500000 Penalty: 5118.683105
	Iteration 62Q: 3 clusters Score -2353346 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23937 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -2353389.250000 Penalty: 5118.683105
	Iteration 63Q: 3 clusters Score -2353389 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24103 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -2353427.000000 Penalty: 5118.683105
	Iteration 64Q: 3 clusters Score -2353427 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24263 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -2353471.250000 Penalty: 5118.683105
	Iteration 65Q: 3 clusters Score -2353471 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24407 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -2353513.000000 Penalty: 5118.683105
	Iteration 66Q: 3 clusters Score -2353513 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24560 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -2353551.500000 Penalty: 5118.683105
	Iteration 67Q: 3 clusters Score -2353552 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24694 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -2353584.000000 Penalty: 5118.683105
	Iteration 68Q: 3 clusters Score -2353584 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24828 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -2353617.250000 Penalty: 5118.683105
	Iteration 69Q: 3 clusters Score -2353617 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24941 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -2353638.750000 Penalty: 5118.683105
	Iteration 70Q: 3 clusters Score -2353639 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25052 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -2353651.500000 Penalty: 5118.683105
	Iteration 71Q: 3 clusters Score -2353652 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25141 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -2353666.250000 Penalty: 5118.683105
	Iteration 72Q: 3 clusters Score -2353666 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25228 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -2353682.000000 Penalty: 5118.683105
	Iteration 73Q: 3 clusters Score -2353682 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25314 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -2353702.000000 Penalty: 5118.683105
	Iteration 74Q: 3 clusters Score -2353702 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25389 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -2353714.750000 Penalty: 5118.683105
	Iteration 75Q: 3 clusters Score -2353715 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25442 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -2353718.750000 Penalty: 5118.683105
	Iteration 76Q: 3 clusters Score -2353719 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25502 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -2353732.000000 Penalty: 5118.683105
	Iteration 77Q: 3 clusters Score -2353732 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25575 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -2353743.000000 Penalty: 5118.683105
	Iteration 78Q: 3 clusters Score -2353743 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25661 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -2353764.000000 Penalty: 5118.683105
	Iteration 79Q: 3 clusters Score -2353764 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25747 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -2353777.000000 Penalty: 5118.683105
	Iteration 80F: 3 clusters Score -2353777 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25819 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -2353798.500000 Penalty: 5118.683105
	Iteration 81Q: 3 clusters Score -2353798 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25895 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -2353811.750000 Penalty: 5118.683105
	Iteration 82Q: 3 clusters Score -2353812 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25958 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -2353820.500000 Penalty: 5118.683105
	Iteration 83Q: 3 clusters Score -2353820 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26042 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -2353841.750000 Penalty: 5118.683105
	Iteration 84Q: 3 clusters Score -2353842 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26122 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -2353852.750000 Penalty: 5118.683105
	Iteration 85Q: 3 clusters Score -2353853 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26183 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -2353868.500000 Penalty: 5118.683105
	Iteration 86Q: 3 clusters Score -2353868 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26255 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -2353888.250000 Penalty: 5118.683105
	Iteration 87Q: 3 clusters Score -2353888 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26316 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -2353896.000000 Penalty: 5118.683105
	Iteration 88Q: 3 clusters Score -2353896 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26366 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -2353906.000000 Penalty: 5118.683105
	Iteration 89Q: 3 clusters Score -2353906 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26408 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -2353911.500000 Penalty: 5118.683105
	Iteration 90Q: 3 clusters Score -2353912 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26453 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -2353918.500000 Penalty: 5118.683105
	Iteration 91Q: 3 clusters Score -2353918 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26495 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -2353927.750000 Penalty: 5118.683105
	Iteration 92Q: 3 clusters Score -2353928 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26530 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -2353931.750000 Penalty: 5118.683105
	Iteration 93Q: 3 clusters Score -2353932 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26564 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -2353924.500000 Penalty: 5118.683105
	Iteration 94Q: 3 clusters Score -2353924 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26591 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -2353934.250000 Penalty: 5118.683105
	Iteration 95Q: 3 clusters Score -2353934 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26619 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -2353939.000000 Penalty: 5118.683105
	Iteration 96Q: 3 clusters Score -2353939 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26651 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -2353950.000000 Penalty: 5118.683105
	Iteration 97Q: 3 clusters Score -2353950 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26686 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -2353956.250000 Penalty: 5118.683105
	Iteration 98Q: 3 clusters Score -2353956 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26709 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -2353964.000000 Penalty: 5118.683105
	Iteration 99Q: 3 clusters Score -2353964 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26742 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -2353963.750000 Penalty: 5118.683105
	Iteration 100F: 3 clusters Score -2353964 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26769 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -2353971.500000 Penalty: 5118.683105
	Iteration 101Q: 3 clusters Score -2353972 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26798 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -2353975.500000 Penalty: 5118.683105
	Iteration 102Q: 3 clusters Score -2353976 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26826 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -2353980.750000 Penalty: 5118.683105
	Iteration 103Q: 3 clusters Score -2353981 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26846 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -2353983.750000 Penalty: 5118.683105
	Iteration 104Q: 3 clusters Score -2353984 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26872 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -2353996.750000 Penalty: 5118.683105
	Iteration 105Q: 3 clusters Score -2353997 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26901 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -2353998.750000 Penalty: 5118.683105
	Iteration 106Q: 3 clusters Score -2353999 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26917 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -2353998.000000 Penalty: 5118.683105
	Iteration 107Q: 3 clusters Score -2353998 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26931 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -2354003.000000 Penalty: 5118.683105
	Iteration 108Q: 3 clusters Score -2354003 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26943 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -2354002.500000 Penalty: 5118.683105
	Iteration 109Q: 3 clusters Score -2354002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26946 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -2354007.000000 Penalty: 5118.683105
	Iteration 110Q: 3 clusters Score -2354007 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26952 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -2353999.500000 Penalty: 5118.683105
	Iteration 111Q: 3 clusters Score -2354000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26953 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -2354001.750000 Penalty: 5118.683105
	Iteration 112Q: 3 clusters Score -2354002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26956 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -2354001.250000 Penalty: 5118.683105
	Iteration 113Q: 3 clusters Score -2354001 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26961 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -2354002.750000 Penalty: 5118.683105
	Iteration 114Q: 3 clusters Score -2354003 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26967 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -2354004.000000 Penalty: 5118.683105
	Iteration 115Q: 3 clusters Score -2354004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26974 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -2354006.000000 Penalty: 5118.683105
	Iteration 116Q: 3 clusters Score -2354006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26982 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -2354011.250000 Penalty: 5118.683105
	Iteration 117Q: 3 clusters Score -2354011 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26987 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -2354011.000000 Penalty: 5118.683105
	Iteration 118Q: 3 clusters Score -2354011 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26987 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -2354011.000000 Penalty: 5118.683105
	Iteration 119F: 3 clusters Score -2354011 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (215180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215180 members 
Entering Unmasked Estep 
Score: -17074704.000000 Penalty: 3045.249023
	Iteration 0F: 2 clusters Score -1.70747e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107321 members 
Mstep: Class 2 contains 107859 members 
Entering Unmasked Estep 
Score: -16929722.000000 Penalty: 6090.498047
	Iteration 0F: 3 clusters Score -1.692972e+07 nChanged 103776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100959 members 
Mstep: Class 2 contains 114221 members 
Entering Unmasked Estep 
Score: -16990832.000000 Penalty: 6090.498047
	Iteration 1F: 3 clusters Score -1.699083e+07 nChanged 6681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96310 members 
Mstep: Class 2 contains 118870 members 
Entering Unmasked Estep 
Score: -16992604.000000 Penalty: 6090.498047
	Iteration 2Q: 3 clusters Score -1.69926e+07 nChanged 8286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89116 members 
Mstep: Class 2 contains 126064 members 
Entering Unmasked Estep 
Score: -16995444.000000 Penalty: 6090.498047
	Iteration 3Q: 3 clusters Score -1.699544e+07 nChanged 11189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78437 members 
Mstep: Class 2 contains 136743 members 
Entering Unmasked Estep 
Score: -17000910.000000 Penalty: 6090.498047
	Iteration 4F: 3 clusters Score -1.700091e+07 nChanged 15470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63153 members 
Mstep: Class 2 contains 152027 members 
Entering Unmasked Estep 
Score: -17011162.000000 Penalty: 6090.498047
	Iteration 5F: 3 clusters Score -1.701116e+07 nChanged 19450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43763 members 
Mstep: Class 2 contains 171417 members 
Entering Unmasked Estep 
Score: -17027790.000000 Penalty: 6090.498047
	Iteration 6F: 3 clusters Score -1.702779e+07 nChanged 19990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23791 members 
Mstep: Class 2 contains 191389 members 
Entering Unmasked Estep 
Score: -17047810.000000 Penalty: 6090.498047
	Iteration 7F: 3 clusters Score -1.704781e+07 nChanged 14332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 205721 members 
Entering Unmasked Estep 
Score: -17062788.000000 Penalty: 6090.498047
	Iteration 8F: 3 clusters Score -1.706279e+07 nChanged 6732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 212453 members 
Entering Unmasked Estep 
Score: -17069510.000000 Penalty: 6090.498047
	Iteration 9Q: 3 clusters Score -1.706951e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 214428 members 
Entering Unmasked Estep 
Score: -17071298.000000 Penalty: 6090.498047
	Iteration 10Q: 3 clusters Score -1.70713e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 214843 members 
Entering Unmasked Estep 
Score: -17071740.000000 Penalty: 6090.498047
	Iteration 11Q: 3 clusters Score -1.707174e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 214928 members 
Entering Unmasked Estep 
Score: -17071882.000000 Penalty: 6090.498047
	Iteration 12Q: 3 clusters Score -1.707188e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 214957 members 
Entering Unmasked Estep 
Score: -17071952.000000 Penalty: 6090.498047
	Iteration 13Q: 3 clusters Score -1.707195e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 214963 members 
Entering Unmasked Estep 
Score: -17072000.000000 Penalty: 6090.498047
	Iteration 14Q: 3 clusters Score -1.7072e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 214971 members 
Entering Unmasked Estep 
Score: -17072038.000000 Penalty: 6090.498047
	Iteration 15Q: 3 clusters Score -1.707204e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 214976 members 
Entering Unmasked Estep 
Score: -17072042.000000 Penalty: 6090.498047
	Iteration 16Q: 3 clusters Score -1.707204e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 214978 members 
Entering Unmasked Estep 
Score: -17072044.000000 Penalty: 6090.498047
	Iteration 17Q: 3 clusters Score -1.707204e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 214981 members 
Entering Unmasked Estep 
Score: -17072048.000000 Penalty: 6090.498047
	Iteration 18Q: 3 clusters Score -1.707205e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 214979 members 
Entering Unmasked Estep 
Score: -17072056.000000 Penalty: 6090.498047
	Iteration 19Q: 3 clusters Score -1.707206e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 214979 members 
Entering Unmasked Estep 
Score: -17072056.000000 Penalty: 6090.498047
	Iteration 20F: 3 clusters Score -1.707206e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (49565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49565 members 
Entering Unmasked Estep 
Score: -3857554.000000 Penalty: 2681.137939
	Iteration 0F: 2 clusters Score -3857554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24822 members 
Mstep: Class 2 contains 24743 members 
Entering Unmasked Estep 
Score: -3824273.000000 Penalty: 5362.275879
	Iteration 0F: 3 clusters Score -3824273 nChanged 22715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25367 members 
Mstep: Class 2 contains 24198 members 
Entering Unmasked Estep 
Score: -3836859.500000 Penalty: 5362.275879
	Iteration 1F: 3 clusters Score -3836860 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25915 members 
Mstep: Class 2 contains 23650 members 
Entering Unmasked Estep 
Score: -3837602.250000 Penalty: 5362.275879
	Iteration 2Q: 3 clusters Score -3837602 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26725 members 
Mstep: Class 2 contains 22840 members 
Entering Unmasked Estep 
Score: -3838426.500000 Penalty: 5362.275879
	Iteration 3Q: 3 clusters Score -3838426 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27876 members 
Mstep: Class 2 contains 21689 members 
Entering Unmasked Estep 
Score: -3839472.750000 Penalty: 5362.275879
	Iteration 4Q: 3 clusters Score -3839473 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29353 members 
Mstep: Class 2 contains 20212 members 
Entering Unmasked Estep 
Score: -3840642.500000 Penalty: 5362.275879
	Iteration 5F: 3 clusters Score -3840642 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31201 members 
Mstep: Class 2 contains 18364 members 
Entering Unmasked Estep 
Score: -3842127.500000 Penalty: 5362.275879
	Iteration 6F: 3 clusters Score -3842128 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33356 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -3843890.250000 Penalty: 5362.275879
	Iteration 7F: 3 clusters Score -3843890 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35585 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -3845747.250000 Penalty: 5362.275879
	Iteration 8F: 3 clusters Score -3845747 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37746 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -3847426.250000 Penalty: 5362.275879
	Iteration 9F: 3 clusters Score -3847426 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39603 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -3848818.250000 Penalty: 5362.275879
	Iteration 10Q: 3 clusters Score -3848818 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41243 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -3850125.250000 Penalty: 5362.275879
	Iteration 11Q: 3 clusters Score -3850125 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42566 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -3851222.000000 Penalty: 5362.275879
	Iteration 12Q: 3 clusters Score -3851222 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43539 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -3852081.000000 Penalty: 5362.275879
	Iteration 13Q: 3 clusters Score -3852081 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44271 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -3852802.000000 Penalty: 5362.275879
	Iteration 14Q: 3 clusters Score -3852802 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44836 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -3853345.250000 Penalty: 5362.275879
	Iteration 15Q: 3 clusters Score -3853345 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45265 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -3853782.250000 Penalty: 5362.275879
	Iteration 16Q: 3 clusters Score -3853782 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45589 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -3854096.250000 Penalty: 5362.275879
	Iteration 17Q: 3 clusters Score -3854096 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45832 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -3854363.250000 Penalty: 5362.275879
	Iteration 18Q: 3 clusters Score -3854363 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46053 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -3854595.250000 Penalty: 5362.275879
	Iteration 19Q: 3 clusters Score -3854595 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46230 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -3854762.000000 Penalty: 5362.275879
	Iteration 20F: 3 clusters Score -3854762 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46370 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -3854892.000000 Penalty: 5362.275879
	Iteration 21Q: 3 clusters Score -3854892 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46482 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -3854974.250000 Penalty: 5362.275879
	Iteration 22Q: 3 clusters Score -3854974 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46581 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -3855057.250000 Penalty: 5362.275879
	Iteration 23Q: 3 clusters Score -3855057 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46677 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -3855114.750000 Penalty: 5362.275879
	Iteration 24Q: 3 clusters Score -3855115 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46766 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -3855160.250000 Penalty: 5362.275879
	Iteration 25Q: 3 clusters Score -3855160 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46831 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -3855188.750000 Penalty: 5362.275879
	Iteration 26Q: 3 clusters Score -3855189 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46889 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -3855223.000000 Penalty: 5362.275879
	Iteration 27Q: 3 clusters Score -3855223 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46940 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -3855230.500000 Penalty: 5362.275879
	Iteration 28Q: 3 clusters Score -3855230 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46976 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -3855252.250000 Penalty: 5362.275879
	Iteration 29Q: 3 clusters Score -3855252 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47010 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -3855272.250000 Penalty: 5362.275879
	Iteration 30Q: 3 clusters Score -3855272 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47040 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -3855273.000000 Penalty: 5362.275879
	Iteration 31Q: 3 clusters Score -3855273 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47071 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -3855281.000000 Penalty: 5362.275879
	Iteration 32Q: 3 clusters Score -3855281 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47094 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -3855291.000000 Penalty: 5362.275879
	Iteration 33Q: 3 clusters Score -3855291 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47113 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -3855296.250000 Penalty: 5362.275879
	Iteration 34Q: 3 clusters Score -3855296 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47129 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -3855293.250000 Penalty: 5362.275879
	Iteration 35Q: 3 clusters Score -3855293 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47149 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -3855302.500000 Penalty: 5362.275879
	Iteration 36Q: 3 clusters Score -3855302 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47173 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -3855310.750000 Penalty: 5362.275879
	Iteration 37Q: 3 clusters Score -3855311 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47190 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -3855308.500000 Penalty: 5362.275879
	Iteration 38Q: 3 clusters Score -3855308 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47208 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -3855318.750000 Penalty: 5362.275879
	Iteration 39Q: 3 clusters Score -3855319 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47222 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -3855318.750000 Penalty: 5362.275879
	Iteration 40F: 3 clusters Score -3855319 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47229 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -3855318.750000 Penalty: 5362.275879
	Iteration 41Q: 3 clusters Score -3855319 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47231 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -3855324.000000 Penalty: 5362.275879
	Iteration 42Q: 3 clusters Score -3855324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47231 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -3855320.000000 Penalty: 5362.275879
	Iteration 43Q: 3 clusters Score -3855320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47231 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -3855320.000000 Penalty: 5362.275879
	Iteration 44F: 3 clusters Score -3855320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (154217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154217 members 
Entering Unmasked Estep 
Score: -12348289.000000 Penalty: 2962.636963
	Iteration 0F: 2 clusters Score -1.234829e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77131 members 
Mstep: Class 2 contains 77086 members 
Entering Unmasked Estep 
Score: -12245016.000000 Penalty: 5925.273926
	Iteration 0F: 3 clusters Score -1.224502e+07 nChanged 73488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76127 members 
Mstep: Class 2 contains 78090 members 
Entering Unmasked Estep 
Score: -12287721.000000 Penalty: 5925.273926
	Iteration 1F: 3 clusters Score -1.228772e+07 nChanged 5497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74624 members 
Mstep: Class 2 contains 79593 members 
Entering Unmasked Estep 
Score: -12289413.000000 Penalty: 5925.273926
	Iteration 2Q: 3 clusters Score -1.228941e+07 nChanged 6848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71988 members 
Mstep: Class 2 contains 82229 members 
Entering Unmasked Estep 
Score: -12292273.000000 Penalty: 5925.273926
	Iteration 3Q: 3 clusters Score -1.229227e+07 nChanged 9088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67750 members 
Mstep: Class 2 contains 86467 members 
Entering Unmasked Estep 
Score: -12297578.000000 Penalty: 5925.273926
	Iteration 4F: 3 clusters Score -1.229758e+07 nChanged 11296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61808 members 
Mstep: Class 2 contains 92409 members 
Entering Unmasked Estep 
Score: -12304801.000000 Penalty: 5925.273926
	Iteration 5F: 3 clusters Score -1.23048e+07 nChanged 12181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54961 members 
Mstep: Class 2 contains 99256 members 
Entering Unmasked Estep 
Score: -12312740.000000 Penalty: 5925.273926
	Iteration 6F: 3 clusters Score -1.231274e+07 nChanged 11019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48272 members 
Mstep: Class 2 contains 105945 members 
Entering Unmasked Estep 
Score: -12319158.000000 Penalty: 5925.273926
	Iteration 7F: 3 clusters Score -1.231916e+07 nChanged 8486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42346 members 
Mstep: Class 2 contains 111871 members 
Entering Unmasked Estep 
Score: -12323329.000000 Penalty: 5925.273926
	Iteration 8F: 3 clusters Score -1.232333e+07 nChanged 6414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37026 members 
Mstep: Class 2 contains 117191 members 
Entering Unmasked Estep 
Score: -12326068.000000 Penalty: 5925.273926
	Iteration 9Q: 3 clusters Score -1.232607e+07 nChanged 5395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31869 members 
Mstep: Class 2 contains 122348 members 
Entering Unmasked Estep 
Score: -12328493.000000 Penalty: 5925.273926
	Iteration 10Q: 3 clusters Score -1.232849e+07 nChanged 4949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26958 members 
Mstep: Class 2 contains 127259 members 
Entering Unmasked Estep 
Score: -12330740.000000 Penalty: 5925.273926
	Iteration 11Q: 3 clusters Score -1.233074e+07 nChanged 4662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22298 members 
Mstep: Class 2 contains 131919 members 
Entering Unmasked Estep 
Score: -12332954.000000 Penalty: 5925.273926
	Iteration 12Q: 3 clusters Score -1.233295e+07 nChanged 4506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 136425 members 
Entering Unmasked Estep 
Score: -12335268.000000 Penalty: 5925.273926
	Iteration 13Q: 3 clusters Score -1.233527e+07 nChanged 4095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 140520 members 
Entering Unmasked Estep 
Score: -12337603.000000 Penalty: 5925.273926
	Iteration 14Q: 3 clusters Score -1.23376e+07 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 144133 members 
Entering Unmasked Estep 
Score: -12339647.000000 Penalty: 5925.273926
	Iteration 15Q: 3 clusters Score -1.233965e+07 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 147035 members 
Entering Unmasked Estep 
Score: -12341544.000000 Penalty: 5925.273926
	Iteration 16Q: 3 clusters Score -1.234154e+07 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 149241 members 
Entering Unmasked Estep 
Score: -12342986.000000 Penalty: 5925.273926
	Iteration 17Q: 3 clusters Score -1.234299e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 150786 members 
Entering Unmasked Estep 
Score: -12343905.000000 Penalty: 5925.273926
	Iteration 18Q: 3 clusters Score -1.23439e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 151843 members 
Entering Unmasked Estep 
Score: -12344652.000000 Penalty: 5925.273926
	Iteration 19Q: 3 clusters Score -1.234465e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 152470 members 
Entering Unmasked Estep 
Score: -12345088.000000 Penalty: 5925.273926
	Iteration 20F: 3 clusters Score -1.234509e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 152855 members 
Entering Unmasked Estep 
Score: -12345340.000000 Penalty: 5925.273926
	Iteration 21Q: 3 clusters Score -1.234534e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 153068 members 
Entering Unmasked Estep 
Score: -12345502.000000 Penalty: 5925.273926
	Iteration 22Q: 3 clusters Score -1.23455e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 153216 members 
Entering Unmasked Estep 
Score: -12345618.000000 Penalty: 5925.273926
	Iteration 23Q: 3 clusters Score -1.234562e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 153315 members 
Entering Unmasked Estep 
Score: -12345699.000000 Penalty: 5925.273926
	Iteration 24Q: 3 clusters Score -1.23457e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 153375 members 
Entering Unmasked Estep 
Score: -12345755.000000 Penalty: 5925.273926
	Iteration 25Q: 3 clusters Score -1.234576e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 153423 members 
Entering Unmasked Estep 
Score: -12345791.000000 Penalty: 5925.273926
	Iteration 26Q: 3 clusters Score -1.234579e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 153446 members 
Entering Unmasked Estep 
Score: -12345824.000000 Penalty: 5925.273926
	Iteration 27Q: 3 clusters Score -1.234582e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 153475 members 
Entering Unmasked Estep 
Score: -12345845.000000 Penalty: 5925.273926
	Iteration 28Q: 3 clusters Score -1.234584e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 153490 members 
Entering Unmasked Estep 
Score: -12345852.000000 Penalty: 5925.273926
	Iteration 29Q: 3 clusters Score -1.234585e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 153497 members 
Entering Unmasked Estep 
Score: -12345849.000000 Penalty: 5925.273926
	Iteration 30Q: 3 clusters Score -1.234585e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 153506 members 
Entering Unmasked Estep 
Score: -12345863.000000 Penalty: 5925.273926
	Iteration 31Q: 3 clusters Score -1.234586e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 153508 members 
Entering Unmasked Estep 
Score: -12345876.000000 Penalty: 5925.273926
	Iteration 32Q: 3 clusters Score -1.234588e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 153513 members 
Entering Unmasked Estep 
Score: -12345878.000000 Penalty: 5925.273926
	Iteration 33Q: 3 clusters Score -1.234588e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 153518 members 
Entering Unmasked Estep 
Score: -12345886.000000 Penalty: 5925.273926
	Iteration 34Q: 3 clusters Score -1.234589e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 153521 members 
Entering Unmasked Estep 
Score: -12345906.000000 Penalty: 5925.273926
	Iteration 35Q: 3 clusters Score -1.234591e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 153523 members 
Entering Unmasked Estep 
Score: -12345919.000000 Penalty: 5925.273926
	Iteration 36Q: 3 clusters Score -1.234592e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 153526 members 
Entering Unmasked Estep 
Score: -12345925.000000 Penalty: 5925.273926
	Iteration 37Q: 3 clusters Score -1.234592e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 153528 members 
Entering Unmasked Estep 
Score: -12345915.000000 Penalty: 5925.273926
	Iteration 38Q: 3 clusters Score -1.234592e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 153530 members 
Entering Unmasked Estep 
Score: -12345909.000000 Penalty: 5925.273926
	Iteration 39Q: 3 clusters Score -1.234591e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 153530 members 
Entering Unmasked Estep 
Score: -12345910.000000 Penalty: 5925.273926
	Iteration 40F: 3 clusters Score -1.234591e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (76808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76808 members 
Entering Unmasked Estep 
Score: -6165976.000000 Penalty: 2789.768066
	Iteration 0F: 2 clusters Score -6165976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38462 members 
Mstep: Class 2 contains 38346 members 
Entering Unmasked Estep 
Score: -6114521.000000 Penalty: 5579.536133
	Iteration 0F: 3 clusters Score -6114521 nChanged 36039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39179 members 
Mstep: Class 2 contains 37629 members 
Entering Unmasked Estep 
Score: -6135381.500000 Penalty: 5579.536133
	Iteration 1F: 3 clusters Score -6135382 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39548 members 
Mstep: Class 2 contains 37260 members 
Entering Unmasked Estep 
Score: -6136347.500000 Penalty: 5579.536133
	Iteration 2Q: 3 clusters Score -6136348 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40168 members 
Mstep: Class 2 contains 36640 members 
Entering Unmasked Estep 
Score: -6137720.000000 Penalty: 5579.536133
	Iteration 3Q: 3 clusters Score -6137720 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40981 members 
Mstep: Class 2 contains 35827 members 
Entering Unmasked Estep 
Score: -6139609.000000 Penalty: 5579.536133
	Iteration 4Q: 3 clusters Score -6139609 nChanged 4170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42057 members 
Mstep: Class 2 contains 34751 members 
Entering Unmasked Estep 
Score: -6142130.000000 Penalty: 5579.536133
	Iteration 5F: 3 clusters Score -6142130 nChanged 4605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43302 members 
Mstep: Class 2 contains 33506 members 
Entering Unmasked Estep 
Score: -6145476.500000 Penalty: 5579.536133
	Iteration 6F: 3 clusters Score -6145476 nChanged 4937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44285 members 
Mstep: Class 2 contains 32523 members 
Entering Unmasked Estep 
Score: -6149712.500000 Penalty: 5579.536133
	Iteration 7F: 3 clusters Score -6149712 nChanged 5224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44561 members 
Mstep: Class 2 contains 32247 members 
Entering Unmasked Estep 
Score: -6154557.000000 Penalty: 5579.536133
	Iteration 8F: 3 clusters Score -6154557 nChanged 4923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44268 members 
Mstep: Class 2 contains 32540 members 
Entering Unmasked Estep 
Score: -6159056.000000 Penalty: 5579.536133
	Iteration 9F: 3 clusters Score -6159056 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43880 members 
Mstep: Class 2 contains 32928 members 
Entering Unmasked Estep 
Score: -6161816.000000 Penalty: 5579.536133
	Iteration 10Q: 3 clusters Score -6161816 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43472 members 
Mstep: Class 2 contains 33336 members 
Entering Unmasked Estep 
Score: -6162895.500000 Penalty: 5579.536133
	Iteration 11Q: 3 clusters Score -6162896 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43037 members 
Mstep: Class 2 contains 33771 members 
Entering Unmasked Estep 
Score: -6163366.500000 Penalty: 5579.536133
	Iteration 12Q: 3 clusters Score -6163366 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42590 members 
Mstep: Class 2 contains 34218 members 
Entering Unmasked Estep 
Score: -6163641.000000 Penalty: 5579.536133
	Iteration 13Q: 3 clusters Score -6163641 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42124 members 
Mstep: Class 2 contains 34684 members 
Entering Unmasked Estep 
Score: -6163789.000000 Penalty: 5579.536133
	Iteration 14Q: 3 clusters Score -6163789 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41683 members 
Mstep: Class 2 contains 35125 members 
Entering Unmasked Estep 
Score: -6163941.500000 Penalty: 5579.536133
	Iteration 15Q: 3 clusters Score -6163942 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41271 members 
Mstep: Class 2 contains 35537 members 
Entering Unmasked Estep 
Score: -6164022.500000 Penalty: 5579.536133
	Iteration 16Q: 3 clusters Score -6164022 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40850 members 
Mstep: Class 2 contains 35958 members 
Entering Unmasked Estep 
Score: -6164101.000000 Penalty: 5579.536133
	Iteration 17Q: 3 clusters Score -6164101 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40446 members 
Mstep: Class 2 contains 36362 members 
Entering Unmasked Estep 
Score: -6164207.000000 Penalty: 5579.536133
	Iteration 18Q: 3 clusters Score -6164207 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40042 members 
Mstep: Class 2 contains 36766 members 
Entering Unmasked Estep 
Score: -6164223.500000 Penalty: 5579.536133
	Iteration 19Q: 3 clusters Score -6164224 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39670 members 
Mstep: Class 2 contains 37138 members 
Entering Unmasked Estep 
Score: -6164279.000000 Penalty: 5579.536133
	Iteration 20F: 3 clusters Score -6164279 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39276 members 
Mstep: Class 2 contains 37532 members 
Entering Unmasked Estep 
Score: -6164377.500000 Penalty: 5579.536133
	Iteration 21Q: 3 clusters Score -6164378 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38898 members 
Mstep: Class 2 contains 37910 members 
Entering Unmasked Estep 
Score: -6164447.000000 Penalty: 5579.536133
	Iteration 22Q: 3 clusters Score -6164447 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38530 members 
Mstep: Class 2 contains 38278 members 
Entering Unmasked Estep 
Score: -6164450.000000 Penalty: 5579.536133
	Iteration 23Q: 3 clusters Score -6164450 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38198 members 
Mstep: Class 2 contains 38610 members 
Entering Unmasked Estep 
Score: -6164478.000000 Penalty: 5579.536133
	Iteration 24Q: 3 clusters Score -6164478 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37904 members 
Mstep: Class 2 contains 38904 members 
Entering Unmasked Estep 
Score: -6164507.000000 Penalty: 5579.536133
	Iteration 25Q: 3 clusters Score -6164507 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37603 members 
Mstep: Class 2 contains 39205 members 
Entering Unmasked Estep 
Score: -6164557.500000 Penalty: 5579.536133
	Iteration 26Q: 3 clusters Score -6164558 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37331 members 
Mstep: Class 2 contains 39477 members 
Entering Unmasked Estep 
Score: -6164576.500000 Penalty: 5579.536133
	Iteration 27Q: 3 clusters Score -6164576 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37093 members 
Mstep: Class 2 contains 39715 members 
Entering Unmasked Estep 
Score: -6164599.000000 Penalty: 5579.536133
	Iteration 28Q: 3 clusters Score -6164599 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36873 members 
Mstep: Class 2 contains 39935 members 
Entering Unmasked Estep 
Score: -6164619.000000 Penalty: 5579.536133
	Iteration 29Q: 3 clusters Score -6164619 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36664 members 
Mstep: Class 2 contains 40144 members 
Entering Unmasked Estep 
Score: -6164651.000000 Penalty: 5579.536133
	Iteration 30Q: 3 clusters Score -6164651 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36490 members 
Mstep: Class 2 contains 40318 members 
Entering Unmasked Estep 
Score: -6164662.000000 Penalty: 5579.536133
	Iteration 31Q: 3 clusters Score -6164662 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36328 members 
Mstep: Class 2 contains 40480 members 
Entering Unmasked Estep 
Score: -6164664.500000 Penalty: 5579.536133
	Iteration 32Q: 3 clusters Score -6164664 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36187 members 
Mstep: Class 2 contains 40621 members 
Entering Unmasked Estep 
Score: -6164700.500000 Penalty: 5579.536133
	Iteration 33Q: 3 clusters Score -6164700 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36057 members 
Mstep: Class 2 contains 40751 members 
Entering Unmasked Estep 
Score: -6164694.500000 Penalty: 5579.536133
	Iteration 34Q: 3 clusters Score -6164694 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35920 members 
Mstep: Class 2 contains 40888 members 
Entering Unmasked Estep 
Score: -6164698.000000 Penalty: 5579.536133
	Iteration 35Q: 3 clusters Score -6164698 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35789 members 
Mstep: Class 2 contains 41019 members 
Entering Unmasked Estep 
Score: -6164719.000000 Penalty: 5579.536133
	Iteration 36Q: 3 clusters Score -6164719 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35659 members 
Mstep: Class 2 contains 41149 members 
Entering Unmasked Estep 
Score: -6164723.500000 Penalty: 5579.536133
	Iteration 37Q: 3 clusters Score -6164724 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35549 members 
Mstep: Class 2 contains 41259 members 
Entering Unmasked Estep 
Score: -6164735.500000 Penalty: 5579.536133
	Iteration 38Q: 3 clusters Score -6164736 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35448 members 
Mstep: Class 2 contains 41360 members 
Entering Unmasked Estep 
Score: -6164730.000000 Penalty: 5579.536133
	Iteration 39Q: 3 clusters Score -6164730 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35352 members 
Mstep: Class 2 contains 41456 members 
Entering Unmasked Estep 
Score: -6164731.000000 Penalty: 5579.536133
	Iteration 40F: 3 clusters Score -6164731 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35273 members 
Mstep: Class 2 contains 41535 members 
Entering Unmasked Estep 
Score: -6164752.000000 Penalty: 5579.536133
	Iteration 41Q: 3 clusters Score -6164752 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35189 members 
Mstep: Class 2 contains 41619 members 
Entering Unmasked Estep 
Score: -6164774.000000 Penalty: 5579.536133
	Iteration 42Q: 3 clusters Score -6164774 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35110 members 
Mstep: Class 2 contains 41698 members 
Entering Unmasked Estep 
Score: -6164768.000000 Penalty: 5579.536133
	Iteration 43Q: 3 clusters Score -6164768 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35036 members 
Mstep: Class 2 contains 41772 members 
Entering Unmasked Estep 
Score: -6164770.000000 Penalty: 5579.536133
	Iteration 44Q: 3 clusters Score -6164770 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34959 members 
Mstep: Class 2 contains 41849 members 
Entering Unmasked Estep 
Score: -6164763.500000 Penalty: 5579.536133
	Iteration 45Q: 3 clusters Score -6164764 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34886 members 
Mstep: Class 2 contains 41922 members 
Entering Unmasked Estep 
Score: -6164768.500000 Penalty: 5579.536133
	Iteration 46Q: 3 clusters Score -6164768 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34820 members 
Mstep: Class 2 contains 41988 members 
Entering Unmasked Estep 
Score: -6164773.000000 Penalty: 5579.536133
	Iteration 47Q: 3 clusters Score -6164773 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34749 members 
Mstep: Class 2 contains 42059 members 
Entering Unmasked Estep 
Score: -6164767.000000 Penalty: 5579.536133
	Iteration 48Q: 3 clusters Score -6164767 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34675 members 
Mstep: Class 2 contains 42133 members 
Entering Unmasked Estep 
Score: -6164753.000000 Penalty: 5579.536133
	Iteration 49Q: 3 clusters Score -6164753 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34610 members 
Mstep: Class 2 contains 42198 members 
Entering Unmasked Estep 
Score: -6164765.000000 Penalty: 5579.536133
	Iteration 50Q: 3 clusters Score -6164765 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34558 members 
Mstep: Class 2 contains 42250 members 
Entering Unmasked Estep 
Score: -6164749.000000 Penalty: 5579.536133
	Iteration 51Q: 3 clusters Score -6164749 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34516 members 
Mstep: Class 2 contains 42292 members 
Entering Unmasked Estep 
Score: -6164752.000000 Penalty: 5579.536133
	Iteration 52Q: 3 clusters Score -6164752 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34483 members 
Mstep: Class 2 contains 42325 members 
Entering Unmasked Estep 
Score: -6164763.000000 Penalty: 5579.536133
	Iteration 53Q: 3 clusters Score -6164763 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34450 members 
Mstep: Class 2 contains 42358 members 
Entering Unmasked Estep 
Score: -6164759.500000 Penalty: 5579.536133
	Iteration 54Q: 3 clusters Score -6164760 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34414 members 
Mstep: Class 2 contains 42394 members 
Entering Unmasked Estep 
Score: -6164755.000000 Penalty: 5579.536133
	Iteration 55Q: 3 clusters Score -6164755 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34380 members 
Mstep: Class 2 contains 42428 members 
Entering Unmasked Estep 
Score: -6164761.500000 Penalty: 5579.536133
	Iteration 56Q: 3 clusters Score -6164762 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34366 members 
Mstep: Class 2 contains 42442 members 
Entering Unmasked Estep 
Score: -6164761.000000 Penalty: 5579.536133
	Iteration 57Q: 3 clusters Score -6164761 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34349 members 
Mstep: Class 2 contains 42459 members 
Entering Unmasked Estep 
Score: -6164762.500000 Penalty: 5579.536133
	Iteration 58Q: 3 clusters Score -6164762 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34330 members 
Mstep: Class 2 contains 42478 members 
Entering Unmasked Estep 
Score: -6164775.500000 Penalty: 5579.536133
	Iteration 59Q: 3 clusters Score -6164776 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34304 members 
Mstep: Class 2 contains 42504 members 
Entering Unmasked Estep 
Score: -6164770.500000 Penalty: 5579.536133
	Iteration 60F: 3 clusters Score -6164770 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34274 members 
Mstep: Class 2 contains 42534 members 
Entering Unmasked Estep 
Score: -6164779.000000 Penalty: 5579.536133
	Iteration 61Q: 3 clusters Score -6164779 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34245 members 
Mstep: Class 2 contains 42563 members 
Entering Unmasked Estep 
Score: -6164801.000000 Penalty: 5579.536133
	Iteration 62Q: 3 clusters Score -6164801 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34227 members 
Mstep: Class 2 contains 42581 members 
Entering Unmasked Estep 
Score: -6164790.500000 Penalty: 5579.536133
	Iteration 63Q: 3 clusters Score -6164790 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34206 members 
Mstep: Class 2 contains 42602 members 
Entering Unmasked Estep 
Score: -6164776.000000 Penalty: 5579.536133
	Iteration 64Q: 3 clusters Score -6164776 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34184 members 
Mstep: Class 2 contains 42624 members 
Entering Unmasked Estep 
Score: -6164778.000000 Penalty: 5579.536133
	Iteration 65Q: 3 clusters Score -6164778 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34162 members 
Mstep: Class 2 contains 42646 members 
Entering Unmasked Estep 
Score: -6164774.000000 Penalty: 5579.536133
	Iteration 66Q: 3 clusters Score -6164774 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34146 members 
Mstep: Class 2 contains 42662 members 
Entering Unmasked Estep 
Score: -6164781.500000 Penalty: 5579.536133
	Iteration 67Q: 3 clusters Score -6164782 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34129 members 
Mstep: Class 2 contains 42679 members 
Entering Unmasked Estep 
Score: -6164777.000000 Penalty: 5579.536133
	Iteration 68Q: 3 clusters Score -6164777 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34115 members 
Mstep: Class 2 contains 42693 members 
Entering Unmasked Estep 
Score: -6164787.000000 Penalty: 5579.536133
	Iteration 69Q: 3 clusters Score -6164787 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34106 members 
Mstep: Class 2 contains 42702 members 
Entering Unmasked Estep 
Score: -6164783.500000 Penalty: 5579.536133
	Iteration 70Q: 3 clusters Score -6164784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34099 members 
Mstep: Class 2 contains 42709 members 
Entering Unmasked Estep 
Score: -6164781.500000 Penalty: 5579.536133
	Iteration 71Q: 3 clusters Score -6164782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34091 members 
Mstep: Class 2 contains 42717 members 
Entering Unmasked Estep 
Score: -6164782.500000 Penalty: 5579.536133
	Iteration 72Q: 3 clusters Score -6164782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34087 members 
Mstep: Class 2 contains 42721 members 
Entering Unmasked Estep 
Score: -6164790.000000 Penalty: 5579.536133
	Iteration 73Q: 3 clusters Score -6164790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34085 members 
Mstep: Class 2 contains 42723 members 
Entering Unmasked Estep 
Score: -6164778.500000 Penalty: 5579.536133
	Iteration 74Q: 3 clusters Score -6164778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34081 members 
Mstep: Class 2 contains 42727 members 
Entering Unmasked Estep 
Score: -6164785.000000 Penalty: 5579.536133
	Iteration 75Q: 3 clusters Score -6164785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34079 members 
Mstep: Class 2 contains 42729 members 
Entering Unmasked Estep 
Score: -6164786.000000 Penalty: 5579.536133
	Iteration 76Q: 3 clusters Score -6164786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34078 members 
Mstep: Class 2 contains 42730 members 
Entering Unmasked Estep 
Score: -6164789.500000 Penalty: 5579.536133
	Iteration 77Q: 3 clusters Score -6164790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34078 members 
Mstep: Class 2 contains 42730 members 
Entering Unmasked Estep 
Score: -6164789.500000 Penalty: 5579.536133
	Iteration 78F: 3 clusters Score -6164790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (74636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74636 members 
Entering Unmasked Estep 
Score: -6018295.500000 Penalty: 2782.653809
	Iteration 0F: 2 clusters Score -6018296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37151 members 
Mstep: Class 2 contains 37485 members 
Entering Unmasked Estep 
Score: -5968235.000000 Penalty: 5565.307617
	Iteration 0F: 3 clusters Score -5968235 nChanged 34963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36228 members 
Mstep: Class 2 contains 38408 members 
Entering Unmasked Estep 
Score: -5988229.000000 Penalty: 5565.307617
	Iteration 1F: 3 clusters Score -5988229 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35775 members 
Mstep: Class 2 contains 38861 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -5989245 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35209 members 
Mstep: Class 2 contains 39427 members 
Entering Unmasked Estep 
Score: -5990620.500000 Penalty: 5565.307617
	Iteration 3Q: 3 clusters Score -5990620 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34550 members 
Mstep: Class 2 contains 40086 members 
Entering Unmasked Estep 
Score: -5992626.000000 Penalty: 5565.307617
	Iteration 4Q: 3 clusters Score -5992626 nChanged 4044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33890 members 
Mstep: Class 2 contains 40746 members 
Entering Unmasked Estep 
Score: -5995275.000000 Penalty: 5565.307617
	Iteration 5F: 3 clusters Score -5995275 nChanged 4545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33265 members 
Mstep: Class 2 contains 41371 members 
Entering Unmasked Estep 
Score: -5998539.500000 Penalty: 5565.307617
	Iteration 6F: 3 clusters Score -5998540 nChanged 4828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32681 members 
Mstep: Class 2 contains 41955 members 
Entering Unmasked Estep 
Score: -6002251.000000 Penalty: 5565.307617
	Iteration 7F: 3 clusters Score -6002251 nChanged 5047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32240 members 
Mstep: Class 2 contains 42396 members 
Entering Unmasked Estep 
Score: -6006500.500000 Penalty: 5565.307617
	Iteration 8F: 3 clusters Score -6006500 nChanged 4804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31948 members 
Mstep: Class 2 contains 42688 members 
Entering Unmasked Estep 
Score: -6010551.500000 Penalty: 5565.307617
	Iteration 9F: 3 clusters Score -6010552 nChanged 4070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31928 members 
Mstep: Class 2 contains 42708 members 
Entering Unmasked Estep 
Score: -6013485.000000 Penalty: 5565.307617
	Iteration 10F: 3 clusters Score -6013485 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32093 members 
Mstep: Class 2 contains 42543 members 
Entering Unmasked Estep 
Score: -6014827.500000 Penalty: 5565.307617
	Iteration 11Q: 3 clusters Score -6014828 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32296 members 
Mstep: Class 2 contains 42340 members 
Entering Unmasked Estep 
Score: -6015321.500000 Penalty: 5565.307617
	Iteration 12Q: 3 clusters Score -6015322 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32505 members 
Mstep: Class 2 contains 42131 members 
Entering Unmasked Estep 
Score: -6015584.500000 Penalty: 5565.307617
	Iteration 13Q: 3 clusters Score -6015584 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32721 members 
Mstep: Class 2 contains 41915 members 
Entering Unmasked Estep 
Score: -6015757.500000 Penalty: 5565.307617
	Iteration 14Q: 3 clusters Score -6015758 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32937 members 
Mstep: Class 2 contains 41699 members 
Entering Unmasked Estep 
Score: -6015881.000000 Penalty: 5565.307617
	Iteration 15Q: 3 clusters Score -6015881 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33146 members 
Mstep: Class 2 contains 41490 members 
Entering Unmasked Estep 
Score: -6015928.000000 Penalty: 5565.307617
	Iteration 16Q: 3 clusters Score -6015928 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33366 members 
Mstep: Class 2 contains 41270 members 
Entering Unmasked Estep 
Score: -6015955.500000 Penalty: 5565.307617
	Iteration 17Q: 3 clusters Score -6015956 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33576 members 
Mstep: Class 2 contains 41060 members 
Entering Unmasked Estep 
Score: -6015976.000000 Penalty: 5565.307617
	Iteration 18Q: 3 clusters Score -6015976 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33812 members 
Mstep: Class 2 contains 40824 members 
Entering Unmasked Estep 
Score: -6016005.500000 Penalty: 5565.307617
	Iteration 19Q: 3 clusters Score -6016006 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34011 members 
Mstep: Class 2 contains 40625 members 
Entering Unmasked Estep 
Score: -6016048.000000 Penalty: 5565.307617
	Iteration 20F: 3 clusters Score -6016048 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34207 members 
Mstep: Class 2 contains 40429 members 
Entering Unmasked Estep 
Score: -6016060.500000 Penalty: 5565.307617
	Iteration 21Q: 3 clusters Score -6016060 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34401 members 
Mstep: Class 2 contains 40235 members 
Entering Unmasked Estep 
Score: -6016086.500000 Penalty: 5565.307617
	Iteration 22Q: 3 clusters Score -6016086 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34583 members 
Mstep: Class 2 contains 40053 members 
Entering Unmasked Estep 
Score: -6016117.500000 Penalty: 5565.307617
	Iteration 23Q: 3 clusters Score -6016118 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34728 members 
Mstep: Class 2 contains 39908 members 
Entering Unmasked Estep 
Score: -6016125.500000 Penalty: 5565.307617
	Iteration 24Q: 3 clusters Score -6016126 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34855 members 
Mstep: Class 2 contains 39781 members 
Entering Unmasked Estep 
Score: -6016117.000000 Penalty: 5565.307617
	Iteration 25Q: 3 clusters Score -6016117 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34973 members 
Mstep: Class 2 contains 39663 members 
Entering Unmasked Estep 
Score: -6016111.500000 Penalty: 5565.307617
	Iteration 26Q: 3 clusters Score -6016112 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35091 members 
Mstep: Class 2 contains 39545 members 
Entering Unmasked Estep 
Score: -6016116.500000 Penalty: 5565.307617
	Iteration 27Q: 3 clusters Score -6016116 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35207 members 
Mstep: Class 2 contains 39429 members 
Entering Unmasked Estep 
Score: -6016143.500000 Penalty: 5565.307617
	Iteration 28Q: 3 clusters Score -6016144 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35339 members 
Mstep: Class 2 contains 39297 members 
Entering Unmasked Estep 
Score: -6016157.500000 Penalty: 5565.307617
	Iteration 29Q: 3 clusters Score -6016158 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35468 members 
Mstep: Class 2 contains 39168 members 
Entering Unmasked Estep 
Score: -6016167.000000 Penalty: 5565.307617
	Iteration 30Q: 3 clusters Score -6016167 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35607 members 
Mstep: Class 2 contains 39029 members 
Entering Unmasked Estep 
Score: -6016166.500000 Penalty: 5565.307617
	Iteration 31Q: 3 clusters Score -6016166 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35731 members 
Mstep: Class 2 contains 38905 members 
Entering Unmasked Estep 
Score: -6016166.000000 Penalty: 5565.307617
	Iteration 32Q: 3 clusters Score -6016166 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35862 members 
Mstep: Class 2 contains 38774 members 
Entering Unmasked Estep 
Score: -6016186.500000 Penalty: 5565.307617
	Iteration 33Q: 3 clusters Score -6016186 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35988 members 
Mstep: Class 2 contains 38648 members 
Entering Unmasked Estep 
Score: -6016196.500000 Penalty: 5565.307617
	Iteration 34Q: 3 clusters Score -6016196 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36124 members 
Mstep: Class 2 contains 38512 members 
Entering Unmasked Estep 
Score: -6016213.500000 Penalty: 5565.307617
	Iteration 35Q: 3 clusters Score -6016214 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36260 members 
Mstep: Class 2 contains 38376 members 
Entering Unmasked Estep 
Score: -6016204.000000 Penalty: 5565.307617
	Iteration 36Q: 3 clusters Score -6016204 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36400 members 
Mstep: Class 2 contains 38236 members 
Entering Unmasked Estep 
Score: -6016226.000000 Penalty: 5565.307617
	Iteration 37Q: 3 clusters Score -6016226 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36516 members 
Mstep: Class 2 contains 38120 members 
Entering Unmasked Estep 
Score: -6016221.000000 Penalty: 5565.307617
	Iteration 38Q: 3 clusters Score -6016221 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36621 members 
Mstep: Class 2 contains 38015 members 
Entering Unmasked Estep 
Score: -6016228.500000 Penalty: 5565.307617
	Iteration 39Q: 3 clusters Score -6016228 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36729 members 
Mstep: Class 2 contains 37907 members 
Entering Unmasked Estep 
Score: -6016227.000000 Penalty: 5565.307617
	Iteration 40F: 3 clusters Score -6016227 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36822 members 
Mstep: Class 2 contains 37814 members 
Entering Unmasked Estep 
Score: -6016228.500000 Penalty: 5565.307617
	Iteration 41Q: 3 clusters Score -6016228 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36925 members 
Mstep: Class 2 contains 37711 members 
Entering Unmasked Estep 
Score: -6016226.000000 Penalty: 5565.307617
	Iteration 42Q: 3 clusters Score -6016226 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37044 members 
Mstep: Class 2 contains 37592 members 
Entering Unmasked Estep 
Score: -6016233.000000 Penalty: 5565.307617
	Iteration 43Q: 3 clusters Score -6016233 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37154 members 
Mstep: Class 2 contains 37482 members 
Entering Unmasked Estep 
Score: -6016214.000000 Penalty: 5565.307617
	Iteration 44Q: 3 clusters Score -6016214 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37258 members 
Mstep: Class 2 contains 37378 members 
Entering Unmasked Estep 
Score: -6016226.500000 Penalty: 5565.307617
	Iteration 45Q: 3 clusters Score -6016226 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37360 members 
Mstep: Class 2 contains 37276 members 
Entering Unmasked Estep 
Score: -6016236.000000 Penalty: 5565.307617
	Iteration 46Q: 3 clusters Score -6016236 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37474 members 
Mstep: Class 2 contains 37162 members 
Entering Unmasked Estep 
Score: -6016240.500000 Penalty: 5565.307617
	Iteration 47Q: 3 clusters Score -6016240 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37588 members 
Mstep: Class 2 contains 37048 members 
Entering Unmasked Estep 
Score: -6016246.000000 Penalty: 5565.307617
	Iteration 48Q: 3 clusters Score -6016246 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37704 members 
Mstep: Class 2 contains 36932 members 
Entering Unmasked Estep 
Score: -6016242.000000 Penalty: 5565.307617
	Iteration 49Q: 3 clusters Score -6016242 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37801 members 
Mstep: Class 2 contains 36835 members 
Entering Unmasked Estep 
Score: -6016246.000000 Penalty: 5565.307617
	Iteration 50Q: 3 clusters Score -6016246 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37898 members 
Mstep: Class 2 contains 36738 members 
Entering Unmasked Estep 
Score: -6016263.000000 Penalty: 5565.307617
	Iteration 51Q: 3 clusters Score -6016263 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37993 members 
Mstep: Class 2 contains 36643 members 
Entering Unmasked Estep 
Score: -6016266.500000 Penalty: 5565.307617
	Iteration 52Q: 3 clusters Score -6016266 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38085 members 
Mstep: Class 2 contains 36551 members 
Entering Unmasked Estep 
Score: -6016257.500000 Penalty: 5565.307617
	Iteration 53Q: 3 clusters Score -6016258 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38201 members 
Mstep: Class 2 contains 36435 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -6016580 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44218 members 
Mstep: Class 2 contains 30418 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -6016575 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44233 members 
Mstep: Class 2 contains 30403 members 
Entering Unmasked Estep 
Score: -6016572.500000 Penalty: 5565.307617
	Iteration 149Q: 3 clusters Score -6016572 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44248 members 
Mstep: Class 2 contains 30388 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -6016576 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44259 members 
Mstep: Class 2 contains 30377 members 
Entering Unmasked Estep 
Score: -6016579.500000 Penalty: 5565.307617
	Iteration 151Q: 3 clusters Score -6016580 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44272 members 
Mstep: Class 2 contains 30364 members 
Entering Unmasked Estep 
Score: -6016573.000000 Penalty: 5565.307617
	Iteration 152Q: 3 clusters Score -6016573 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44282 members 
Mstep: Class 2 contains 30354 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -6016574 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44292 members 
Mstep: Class 2 contains 30344 members 
Entering Unmasked Estep 
Score: -6016567.000000 Penalty: 5565.307617
	Iteration 154Q: 3 clusters Score -6016567 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44309 members 
Mstep: Class 2 contains 30327 members 
Entering Unmasked Estep 
Score: -6016573.500000 Penalty: 5565.307617
	Iteration 155Q: 3 clusters Score -6016574 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44324 members 
Mstep: Class 2 contains 30312 members 
Entering Unmasked Estep 
Score: -6016578.500000 Penalty: 5565.307617
	Iteration 156Q: 3 clusters Score -6016578 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44332 members 
Mstep: Class 2 contains 30304 members 
Entering Unmasked Estep 
Score: -6016570.500000 Penalty: 5565.307617
	Iteration 157Q: 3 clusters Score -6016570 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44343 members 
Mstep: Class 2 contains 30293 members 
Entering Unmasked Estep 
Score: -6016568.000000 Penalty: 5565.307617
	Iteration 158Q: 3 clusters Score -6016568 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44356 members 
Mstep: Class 2 contains 30280 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -6016571 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44372 members 
Mstep: Class 2 contains 30264 members 
Entering Unmasked Estep 
Score: -6016560.500000 Penalty: 5565.307617
	Iteration 160F: 3 clusters Score -6016560 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44382 members 
Mstep: Class 2 contains 30254 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -6016565 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44393 members 
Mstep: Class 2 contains 30243 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -6016560 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44411 members 
Mstep: Class 2 contains 30225 members 
Entering Unmasked Estep 
Score: -6016555.500000 Penalty: 5565.307617
	Iteration 163Q: 3 clusters Score -6016556 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44429 members 
Mstep: Class 2 contains 30207 members 
Entering Unmasked Estep 
Score: -6016566.000000 Penalty: 5565.307617
	Iteration 164Q: 3 clusters Score -6016566 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44446 members 
Mstep: Class 2 contains 30190 members 
Entering Unmasked Estep 
Score: -6016564.000000 Penalty: 5565.307617
	Iteration 165Q: 3 clusters Score -6016564 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44470 members 
Mstep: Class 2 contains 30166 members 
Entering Unmasked Estep 
Score: -6016562.500000 Penalty: 5565.307617
	Iteration 166Q: 3 clusters Score -6016562 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44501 members 
Mstep: Class 2 contains 30135 members 
Entering Unmasked Estep 
Score: -6016563.500000 Penalty: 5565.307617
	Iteration 167Q: 3 clusters Score -6016564 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44531 members 
Mstep: Class 2 contains 30105 members 
Entering Unmasked Estep 
Score: -6016569.000000 Penalty: 5565.307617
	Iteration 168Q: 3 clusters Score -6016569 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44555 members 
Mstep: Class 2 contains 30081 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -6016569 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44582 members 
Mstep: Class 2 contains 30054 members 
Entering Unmasked Estep 
Score: -6016567.000000 Penalty: 5565.307617
	Iteration 170Q: 3 clusters Score -6016567 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44609 members 
Mstep: Class 2 contains 30027 members 
Entering Unmasked Estep 
Score: -6016565.500000 Penalty: 5565.307617
	Iteration 171Q: 3 clusters Score -6016566 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44636 members 
Mstep: Class 2 contains 30000 members 
Entering Unmasked Estep 
Score: -6016559.500000 Penalty: 5565.307617
	Iteration 172Q: 3 clusters Score -6016560 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44667 members 
Mstep: Class 2 contains 29969 members 
Entering Unmasked Estep 
Score: -6016558.000000 Penalty: 5565.307617
	Iteration 173Q: 3 clusters Score -6016558 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44702 members 
Mstep: Class 2 contains 29934 members 
Entering Unmasked Estep 
Score: -6016552.500000 Penalty: 5565.307617
	Iteration 174Q: 3 clusters Score -6016552 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44735 members 
Mstep: Class 2 contains 29901 members 
Entering Unmasked Estep 
Score: -6016567.000000 Penalty: 5565.307617
	Iteration 175Q: 3 clusters Score -6016567 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44759 members 
Mstep: Class 2 contains 29877 members 
Entering Unmasked Estep 
Score: -6016565.000000 Penalty: 5565.307617
	Iteration 176Q: 3 clusters Score -6016565 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44775 members 
Mstep: Class 2 contains 29861 members 
Entering Unmasked Estep 
Score: -6016567.500000 Penalty: 5565.307617
	Iteration 177Q: 3 clusters Score -6016568 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44794 members 
Mstep: Class 2 contains 29842 members 
Entering Unmasked Estep 
Score: -6016576.000000 Penalty: 5565.307617
	Iteration 178Q: 3 clusters Score -6016576 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44807 members 
Mstep: Class 2 contains 29829 members 
Entering Unmasked Estep 
Score: -6016565.000000 Penalty: 5565.307617
	Iteration 179Q: 3 clusters Score -6016565 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44818 members 
Mstep: Class 2 contains 29818 members 
Entering Unmasked Estep 
Score: -6016580.000000 Penalty: 5565.307617
	Iteration 180F: 3 clusters Score -6016580 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44830 members 
Mstep: Class 2 contains 29806 members 
Entering Unmasked Estep 
Score: -6016572.000000 Penalty: 5565.307617
	Iteration 181Q: 3 clusters Score -6016572 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44841 members 
Mstep: Class 2 contains 29795 members 
Entering Unmasked Estep 
Score: -6016572.000000 Penalty: 5565.307617
	Iteration 182Q: 3 clusters Score -6016572 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44851 members 
Mstep: Class 2 contains 29785 members 
Entering Unmasked Estep 
Score: -6016575.500000 Penalty: 5565.307617
	Iteration 183Q: 3 clusters Score -6016576 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44861 members 
Mstep: Class 2 contains 29775 members 
Entering Unmasked Estep 
Score: -6016575.000000 Penalty: 5565.307617
	Iteration 184Q: 3 clusters Score -6016575 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44871 members 
Mstep: Class 2 contains 29765 members 
Entering Unmasked Estep 
Score: -6016572.500000 Penalty: 5565.307617
	Iteration 185Q: 3 clusters Score -6016572 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44884 members 
Mstep: Class 2 contains 29752 members 
Entering Unmasked Estep 
Score: -6016567.000000 Penalty: 5565.307617
	Iteration 186Q: 3 clusters Score -6016567 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44897 members 
Mstep: Class 2 contains 29739 members 
Entering Unmasked Estep 
Score: -6016576.500000 Penalty: 5565.307617
	Iteration 187Q: 3 clusters Score -6016576 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44907 members 
Mstep: Class 2 contains 29729 members 
Entering Unmasked Estep 
Score: -6016567.500000 Penalty: 5565.307617
	Iteration 188Q: 3 clusters Score -6016568 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44922 members 
Mstep: Class 2 contains 29714 members 
Entering Unmasked Estep 
Score: -6016570.500000 Penalty: 5565.307617
	Iteration 189Q: 3 clusters Score -6016570 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44939 members 
Mstep: Class 2 contains 29697 members 
Entering Unmasked Estep 
Score: -6016571.500000 Penalty: 5565.307617
	Iteration 190Q: 3 clusters Score -6016572 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44956 members 
Mstep: Class 2 contains 29680 members 
Entering Unmasked Estep 
Score: -6016575.500000 Penalty: 5565.307617
	Iteration 191Q: 3 clusters Score -6016576 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44975 members 
Mstep: Class 2 contains 29661 members 
Entering Unmasked Estep 
Score: -6016574.000000 Penalty: 5565.307617
	Iteration 192Q: 3 clusters Score -6016574 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44988 members 
Mstep: Class 2 contains 29648 members 
Entering Unmasked Estep 
Score: -6016577.000000 Penalty: 5565.307617
	Iteration 193Q: 3 clusters Score -6016577 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45001 members 
Mstep: Class 2 contains 29635 members 
Entering Unmasked Estep 
Score: -6016566.500000 Penalty: 5565.307617
	Iteration 194Q: 3 clusters Score -6016566 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45014 members 
Mstep: Class 2 contains 29622 members 
Entering Unmasked Estep 
Score: -6016566.500000 Penalty: 5565.307617
	Iteration 195Q: 3 clusters Score -6016566 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45028 members 
Mstep: Class 2 contains 29608 members 
Entering Unmasked Estep 
Score: -6016570.500000 Penalty: 5565.307617
	Iteration 196Q: 3 clusters Score -6016570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45036 members 
Mstep: Class 2 contains 29600 members 
Entering Unmasked Estep 
Score: -6016578.500000 Penalty: 5565.307617
	Iteration 197Q: 3 clusters Score -6016578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45044 members 
Mstep: Class 2 contains 29592 members 
Entering Unmasked Estep 
Score: -6016575.500000 Penalty: 5565.307617
	Iteration 198Q: 3 clusters Score -6016576 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45054 members 
Mstep: Class 2 contains 29582 members 
Entering Unmasked Estep 
Score: -6016582.000000 Penalty: 5565.307617
	Iteration 199Q: 3 clusters Score -6016582 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45063 members 
Mstep: Class 2 contains 29573 members 
Entering Unmasked Estep 
Score: -6016581.000000 Penalty: 5565.307617
	Iteration 200F: 3 clusters Score -6016581 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45072 members 
Mstep: Class 2 contains 29564 members 
Entering Unmasked Estep 
Score: -6016586.000000 Penalty: 5565.307617
	Iteration 201Q: 3 clusters Score -6016586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45080 members 
Mstep: Class 2 contains 29556 members 
Entering Unmasked Estep 
Score: -6016590.500000 Penalty: 5565.307617
	Iteration 202Q: 3 clusters Score -6016590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45086 members 
Mstep: Class 2 contains 29550 members 
Entering Unmasked Estep 
Score: -6016587.500000 Penalty: 5565.307617
	Iteration 203Q: 3 clusters Score -6016588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45092 members 
Mstep: Class 2 contains 29544 members 
Entering Unmasked Estep 
Score: -6016589.000000 Penalty: 5565.307617
	Iteration 204Q: 3 clusters Score -6016589 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45099 members 
Mstep: Class 2 contains 29537 members 
Entering Unmasked Estep 
Score: -6016588.500000 Penalty: 5565.307617
	Iteration 205Q: 3 clusters Score -6016588 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45106 members 
Mstep: Class 2 contains 29530 members 
Entering Unmasked Estep 
Score: -6016581.000000 Penalty: 5565.307617
	Iteration 206Q: 3 clusters Score -6016581 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45115 members 
Mstep: Class 2 contains 29521 members 
Entering Unmasked Estep 
Score: -6016583.500000 Penalty: 5565.307617
	Iteration 207Q: 3 clusters Score -6016584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45120 members 
Mstep: Class 2 contains 29516 members 
Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -6016589 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45122 members 
Mstep: Class 2 contains 29514 members 
Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -6016584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45124 members 
Mstep: Class 2 contains 29512 members 
Entering Unmasked Estep 
Score: -6016588.500000 Penalty: 5565.307617
	Iteration 210Q: 3 clusters Score -6016588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45127 members 
Mstep: Class 2 contains 29509 members 
Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -6016590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45132 members 
Mstep: Class 2 contains 29504 members 
Entering Unmasked Estep 
Score: -6016587.500000 Penalty: 5565.307617
	Iteration 212Q: 3 clusters Score -6016588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45134 members 
Mstep: Class 2 contains 29502 members 
Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -6016590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45138 members 
Mstep: Class 2 contains 29498 members 
Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -6016592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45138 members 
Mstep: Class 2 contains 29498 members 
Entering Unmasked Estep 
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	Iteration 215F: 3 clusters Score -6016592 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (88537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88537 members 
Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -7160572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44471 members 
Mstep: Class 2 contains 44066 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -7101592 nChanged 41576
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Mstep: Class 1 contains 46145 members 
Mstep: Class 2 contains 42392 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -7124721 nChanged 2900
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47177 members 
Mstep: Class 2 contains 41360 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -7125382 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48775 members 
Mstep: Class 2 contains 39762 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -7126138 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51218 members 
Mstep: Class 2 contains 37319 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -7127136 nChanged 3955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54795 members 
Mstep: Class 2 contains 33742 members 
Entering Unmasked Estep 
Score: -7128769.500000 Penalty: 5650.023438
	Iteration 5Q: 3 clusters Score -7128770 nChanged 5343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60008 members 
Mstep: Class 2 contains 28529 members 
Entering Unmasked Estep 
Score: -7131901.500000 Penalty: 5650.023438
	Iteration 6F: 3 clusters Score -7131902 nChanged 6960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66932 members 
Mstep: Class 2 contains 21605 members 
Entering Unmasked Estep 
Score: -7137156.500000 Penalty: 5650.023438
	Iteration 7F: 3 clusters Score -7137156 nChanged 8055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74965 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -7144567.500000 Penalty: 5650.023438
	Iteration 8F: 3 clusters Score -7144568 nChanged 7077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82030 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -7151899.500000 Penalty: 5650.023438
	Iteration 9F: 3 clusters Score -7151900 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86030 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -7155759 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87503 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -7157189.500000 Penalty: 5650.023438
	Iteration 11Q: 3 clusters Score -7157190 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87995 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -7157696.500000 Penalty: 5650.023438
	Iteration 12Q: 3 clusters Score -7157696 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88147 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -7157895.500000 Penalty: 5650.023438
	Iteration 13Q: 3 clusters Score -7157896 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88200 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -7157950.000000 Penalty: 5650.023438
	Iteration 14Q: 3 clusters Score -7157950 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88221 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -7157989.000000 Penalty: 5650.023438
	Iteration 15Q: 3 clusters Score -7157989 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88244 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -7158026.000000 Penalty: 5650.023438
	Iteration 16Q: 3 clusters Score -7158026 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88264 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -7158051.500000 Penalty: 5650.023438
	Iteration 17Q: 3 clusters Score -7158052 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88273 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -7158085.500000 Penalty: 5650.023438
	Iteration 18Q: 3 clusters Score -7158086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88275 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -7158089.000000 Penalty: 5650.023438
	Iteration 19Q: 3 clusters Score -7158089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88276 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -7158093.000000 Penalty: 5650.023438
	Iteration 20F: 3 clusters Score -7158093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88279 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -7158098.500000 Penalty: 5650.023438
	Iteration 21Q: 3 clusters Score -7158098 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88280 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -7158107.500000 Penalty: 5650.023438
	Iteration 22Q: 3 clusters Score -7158108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88283 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -7158109.500000 Penalty: 5650.023438
	Iteration 23Q: 3 clusters Score -7158110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88282 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -7158107.000000 Penalty: 5650.023438
	Iteration 24Q: 3 clusters Score -7158107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88281 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -7158115.500000 Penalty: 5650.023438
	Iteration 25Q: 3 clusters Score -7158116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88279 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -7158110.500000 Penalty: 5650.023438
	Iteration 26Q: 3 clusters Score -7158110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88278 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -7158117.000000 Penalty: 5650.023438
	Iteration 27Q: 3 clusters Score -7158117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88279 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -7158122.000000 Penalty: 5650.023438
	Iteration 28Q: 3 clusters Score -7158122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88278 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -7158121.500000 Penalty: 5650.023438
	Iteration 29Q: 3 clusters Score -7158122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88281 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -7158128.500000 Penalty: 5650.023438
	Iteration 30Q: 3 clusters Score -7158128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88278 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -7158130.000000 Penalty: 5650.023438
	Iteration 31Q: 3 clusters Score -7158130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88277 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -7158142.000000 Penalty: 5650.023438
	Iteration 32Q: 3 clusters Score -7158142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88276 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -7158142.500000 Penalty: 5650.023438
	Iteration 33Q: 3 clusters Score -7158142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88277 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -7158139.500000 Penalty: 5650.023438
	Iteration 34Q: 3 clusters Score -7158140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88279 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -7158144.500000 Penalty: 5650.023438
	Iteration 35Q: 3 clusters Score -7158144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88279 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -7158144.500000 Penalty: 5650.023438
	Iteration 36F: 3 clusters Score -7158144 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Entering Unmasked Estep 
Score: -141388.234375 Penalty: 1899.825195
	Iteration 0F: 2 clusters Score -141388.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -138700.281250 Penalty: 3799.650391
	Iteration 0F: 3 clusters Score -138700.3 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -139247.218750 Penalty: 3799.650391
	Iteration 1F: 3 clusters Score -139247.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -139471.093750 Penalty: 3799.650391
	Iteration 2F: 3 clusters Score -139471.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -139684.046875 Penalty: 3799.650391
	Iteration 3F: 3 clusters Score -139684 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -139813.421875 Penalty: 3799.650391
	Iteration 4Q: 3 clusters Score -139813.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -139884.796875 Penalty: 3799.650391
	Iteration 5Q: 3 clusters Score -139884.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -139916.359375 Penalty: 3799.650391
	Iteration 6Q: 3 clusters Score -139916.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -139940.812500 Penalty: 3799.650391
	Iteration 7Q: 3 clusters Score -139940.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -139964.281250 Penalty: 3799.650391
	Iteration 8Q: 3 clusters Score -139964.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -139983.359375 Penalty: 3799.650391
	Iteration 9Q: 3 clusters Score -139983.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -139996.984375 Penalty: 3799.650391
	Iteration 10Q: 3 clusters Score -139997 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -140005.375000 Penalty: 3799.650391
	Iteration 11Q: 3 clusters Score -140005.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -140012.953125 Penalty: 3799.650391
	Iteration 12Q: 3 clusters Score -140013 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -140021.031250 Penalty: 3799.650391
	Iteration 13Q: 3 clusters Score -140021 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -140025.140625 Penalty: 3799.650391
	Iteration 14Q: 3 clusters Score -140025.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -140027.171875 Penalty: 3799.650391
	Iteration 15Q: 3 clusters Score -140027.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -140032.453125 Penalty: 3799.650391
	Iteration 16Q: 3 clusters Score -140032.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -140037.031250 Penalty: 3799.650391
	Iteration 17Q: 3 clusters Score -140037 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -140050.078125 Penalty: 3799.650391
	Iteration 18Q: 3 clusters Score -140050.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -140060.812500 Penalty: 3799.650391
	Iteration 19Q: 3 clusters Score -140060.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -140067.218750 Penalty: 3799.650391
	Iteration 20F: 3 clusters Score -140067.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -140072.562500 Penalty: 3799.650391
	Iteration 21Q: 3 clusters Score -140072.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -140075.500000 Penalty: 3799.650391
	Iteration 22Q: 3 clusters Score -140075.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -140077.921875 Penalty: 3799.650391
	Iteration 23Q: 3 clusters Score -140077.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -140078.906250 Penalty: 3799.650391
	Iteration 24Q: 3 clusters Score -140078.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -140079.796875 Penalty: 3799.650391
	Iteration 25Q: 3 clusters Score -140079.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -140081.703125 Penalty: 3799.650391
	Iteration 26Q: 3 clusters Score -140081.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -140083.718750 Penalty: 3799.650391
	Iteration 27Q: 3 clusters Score -140083.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -140087.296875 Penalty: 3799.650391
	Iteration 28Q: 3 clusters Score -140087.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -140090.906250 Penalty: 3799.650391
	Iteration 29Q: 3 clusters Score -140090.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -140092.890625 Penalty: 3799.650391
	Iteration 30Q: 3 clusters Score -140092.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -140095.656250 Penalty: 3799.650391
	Iteration 31Q: 3 clusters Score -140095.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -140096.578125 Penalty: 3799.650391
	Iteration 32Q: 3 clusters Score -140096.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -140097.671875 Penalty: 3799.650391
	Iteration 33Q: 3 clusters Score -140097.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -140097.984375 Penalty: 3799.650391
	Iteration 34Q: 3 clusters Score -140098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -140098.796875 Penalty: 3799.650391
	Iteration 35Q: 3 clusters Score -140098.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -140098.968750 Penalty: 3799.650391
	Iteration 36Q: 3 clusters Score -140099 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -140098.968750 Penalty: 3799.650391
	Iteration 37F: 3 clusters Score -140099 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (28158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28158 members 
Entering Unmasked Estep 
Score: -2165259.000000 Penalty: 2540.905518
	Iteration 0F: 2 clusters Score -2165259 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -2145963.500000 Penalty: 5081.811035
	Iteration 0F: 3 clusters Score -2145964 nChanged 12624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -2153360.000000 Penalty: 5081.811035
	Iteration 1F: 3 clusters Score -2153360 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16142 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -2154227.000000 Penalty: 5081.811035
	Iteration 2F: 3 clusters Score -2154227 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16845 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -2155010.750000 Penalty: 5081.811035
	Iteration 3F: 3 clusters Score -2155011 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17623 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -2155758.250000 Penalty: 5081.811035
	Iteration 4Q: 3 clusters Score -2155758 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18506 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -2156548.750000 Penalty: 5081.811035
	Iteration 5Q: 3 clusters Score -2156549 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19484 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -2157322.250000 Penalty: 5081.811035
	Iteration 6Q: 3 clusters Score -2157322 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20584 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -2158170.000000 Penalty: 5081.811035
	Iteration 7Q: 3 clusters Score -2158170 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21742 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -2159076.000000 Penalty: 5081.811035
	Iteration 8Q: 3 clusters Score -2159076 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22907 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -2159990.500000 Penalty: 5081.811035
	Iteration 9Q: 3 clusters Score -2159990 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23961 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -2160797.750000 Penalty: 5081.811035
	Iteration 10Q: 3 clusters Score -2160798 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24815 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -2161442.500000 Penalty: 5081.811035
	Iteration 11Q: 3 clusters Score -2161442 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25470 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -2161991.500000 Penalty: 5081.811035
	Iteration 12Q: 3 clusters Score -2161992 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25938 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -2162355.250000 Penalty: 5081.811035
	Iteration 13Q: 3 clusters Score -2162355 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26300 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -2162631.000000 Penalty: 5081.811035
	Iteration 14Q: 3 clusters Score -2162631 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26540 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -2162788.250000 Penalty: 5081.811035
	Iteration 15Q: 3 clusters Score -2162788 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26703 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -2162893.250000 Penalty: 5081.811035
	Iteration 16Q: 3 clusters Score -2162893 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26826 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -2162954.250000 Penalty: 5081.811035
	Iteration 17Q: 3 clusters Score -2162954 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26906 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -2163003.500000 Penalty: 5081.811035
	Iteration 18Q: 3 clusters Score -2163004 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26977 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -2163043.750000 Penalty: 5081.811035
	Iteration 19Q: 3 clusters Score -2163044 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27038 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -2163074.000000 Penalty: 5081.811035
	Iteration 20F: 3 clusters Score -2163074 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27089 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -2163100.500000 Penalty: 5081.811035
	Iteration 21Q: 3 clusters Score -2163100 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27111 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -2163119.500000 Penalty: 5081.811035
	Iteration 22Q: 3 clusters Score -2163120 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27132 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -2163129.750000 Penalty: 5081.811035
	Iteration 23Q: 3 clusters Score -2163130 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27151 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -2163140.500000 Penalty: 5081.811035
	Iteration 24Q: 3 clusters Score -2163140 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27161 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -2163144.750000 Penalty: 5081.811035
	Iteration 25Q: 3 clusters Score -2163145 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27170 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -2163150.500000 Penalty: 5081.811035
	Iteration 26Q: 3 clusters Score -2163150 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27178 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -2163152.500000 Penalty: 5081.811035
	Iteration 27Q: 3 clusters Score -2163152 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27188 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -2163155.000000 Penalty: 5081.811035
	Iteration 28Q: 3 clusters Score -2163155 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27192 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -2163162.000000 Penalty: 5081.811035
	Iteration 29Q: 3 clusters Score -2163162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27197 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -2163165.250000 Penalty: 5081.811035
	Iteration 30Q: 3 clusters Score -2163165 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27200 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -2163166.000000 Penalty: 5081.811035
	Iteration 31Q: 3 clusters Score -2163166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27201 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -2163172.250000 Penalty: 5081.811035
	Iteration 32Q: 3 clusters Score -2163172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27204 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -2163174.000000 Penalty: 5081.811035
	Iteration 33Q: 3 clusters Score -2163174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27209 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -2163177.750000 Penalty: 5081.811035
	Iteration 34Q: 3 clusters Score -2163178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27214 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -2163180.250000 Penalty: 5081.811035
	Iteration 35Q: 3 clusters Score -2163180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27220 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -2163184.000000 Penalty: 5081.811035
	Iteration 36Q: 3 clusters Score -2163184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27222 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -2163186.500000 Penalty: 5081.811035
	Iteration 37Q: 3 clusters Score -2163186 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27226 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -2163189.000000 Penalty: 5081.811035
	Iteration 38Q: 3 clusters Score -2163189 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27230 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -2163190.250000 Penalty: 5081.811035
	Iteration 39Q: 3 clusters Score -2163190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27234 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -2163194.000000 Penalty: 5081.811035
	Iteration 40F: 3 clusters Score -2163194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27235 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -2163195.250000 Penalty: 5081.811035
	Iteration 41Q: 3 clusters Score -2163195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27235 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -2163196.250000 Penalty: 5081.811035
	Iteration 42Q: 3 clusters Score -2163196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27235 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -2163196.250000 Penalty: 5081.811035
	Iteration 43F: 3 clusters Score -2163196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Entering Unmasked Estep 
Score: -332652.468750 Penalty: 2089.582520
	Iteration 0F: 2 clusters Score -332652.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -328464.281250 Penalty: 4179.165039
	Iteration 0F: 3 clusters Score -328464.3 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -329644.531250 Penalty: 4179.165039
	Iteration 1F: 3 clusters Score -329644.5 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -329983.406250 Penalty: 4179.165039
	Iteration 2F: 3 clusters Score -329983.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -330231.656250 Penalty: 4179.165039
	Iteration 3F: 3 clusters Score -330231.7 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -330447.031250 Penalty: 4179.165039
	Iteration 4F: 3 clusters Score -330447 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -330625.500000 Penalty: 4179.165039
	Iteration 5F: 3 clusters Score -330625.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -330796.937500 Penalty: 4179.165039
	Iteration 6Q: 3 clusters Score -330796.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -330966.812500 Penalty: 4179.165039
	Iteration 7Q: 3 clusters Score -330966.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -331137.812500 Penalty: 4179.165039
	Iteration 8Q: 3 clusters Score -331137.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -331296.875000 Penalty: 4179.165039
	Iteration 9Q: 3 clusters Score -331296.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -331436.812500 Penalty: 4179.165039
	Iteration 10Q: 3 clusters Score -331436.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -331535.906250 Penalty: 4179.165039
	Iteration 11Q: 3 clusters Score -331535.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -331608.093750 Penalty: 4179.165039
	Iteration 12Q: 3 clusters Score -331608.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -331647.093750 Penalty: 4179.165039
	Iteration 13Q: 3 clusters Score -331647.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -331668.000000 Penalty: 4179.165039
	Iteration 14Q: 3 clusters Score -331668 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -331683.718750 Penalty: 4179.165039
	Iteration 15Q: 3 clusters Score -331683.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -331693.750000 Penalty: 4179.165039
	Iteration 16Q: 3 clusters Score -331693.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -331703.125000 Penalty: 4179.165039
	Iteration 17Q: 3 clusters Score -331703.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -331708.750000 Penalty: 4179.165039
	Iteration 18Q: 3 clusters Score -331708.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -331714.593750 Penalty: 4179.165039
	Iteration 19Q: 3 clusters Score -331714.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -331752.375000 Penalty: 4179.165039
	Iteration 20F: 3 clusters Score -331752.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -331798.937500 Penalty: 4179.165039
	Iteration 21Q: 3 clusters Score -331798.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -331840.031250 Penalty: 4179.165039
	Iteration 22Q: 3 clusters Score -331840 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -331876.718750 Penalty: 4179.165039
	Iteration 23Q: 3 clusters Score -331876.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -331906.718750 Penalty: 4179.165039
	Iteration 24Q: 3 clusters Score -331906.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -331928.750000 Penalty: 4179.165039
	Iteration 25Q: 3 clusters Score -331928.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -331954.468750 Penalty: 4179.165039
	Iteration 26Q: 3 clusters Score -331954.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -331975.937500 Penalty: 4179.165039
	Iteration 27Q: 3 clusters Score -331975.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -331986.593750 Penalty: 4179.165039
	Iteration 28Q: 3 clusters Score -331986.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -331998.781250 Penalty: 4179.165039
	Iteration 29Q: 3 clusters Score -331998.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -332009.937500 Penalty: 4179.165039
	Iteration 30Q: 3 clusters Score -332009.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -332017.156250 Penalty: 4179.165039
	Iteration 31Q: 3 clusters Score -332017.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -332020.343750 Penalty: 4179.165039
	Iteration 32Q: 3 clusters Score -332020.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -332022.750000 Penalty: 4179.165039
	Iteration 33Q: 3 clusters Score -332022.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -332023.812500 Penalty: 4179.165039
	Iteration 34Q: 3 clusters Score -332023.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -332037.187500 Penalty: 4179.165039
	Iteration 35F: 3 clusters Score -332037.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -332045.343750 Penalty: 4179.165039
	Iteration 36Q: 3 clusters Score -332045.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -332050.781250 Penalty: 4179.165039
	Iteration 37Q: 3 clusters Score -332050.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -332055.937500 Penalty: 4179.165039
	Iteration 38Q: 3 clusters Score -332055.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -332058.437500 Penalty: 4179.165039
	Iteration 39Q: 3 clusters Score -332058.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -332061.031250 Penalty: 4179.165039
	Iteration 40F: 3 clusters Score -332061 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -332063.718750 Penalty: 4179.165039
	Iteration 41Q: 3 clusters Score -332063.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -332064.937500 Penalty: 4179.165039
	Iteration 42Q: 3 clusters Score -332064.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -332066.468750 Penalty: 4179.165039
	Iteration 43Q: 3 clusters Score -332066.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -332067.437500 Penalty: 4179.165039
	Iteration 44Q: 3 clusters Score -332067.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -332069.406250 Penalty: 4179.165039
	Iteration 45Q: 3 clusters Score -332069.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -332074.312500 Penalty: 4179.165039
	Iteration 46Q: 3 clusters Score -332074.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -332075.500000 Penalty: 4179.165039
	Iteration 47Q: 3 clusters Score -332075.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -332075.593750 Penalty: 4179.165039
	Iteration 48Q: 3 clusters Score -332075.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -332075.593750 Penalty: 4179.165039
	Iteration 49Q: 3 clusters Score -332075.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -332075.593750 Penalty: 4179.165039
	Iteration 50F: 3 clusters Score -332075.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Entering Unmasked Estep 
Score: -653446.750000 Penalty: 2243.304688
	Iteration 0F: 2 clusters Score -653446.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -646695.062500 Penalty: 4486.609375
	Iteration 0F: 3 clusters Score -646695.1 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -648763.687500 Penalty: 4486.609375
	Iteration 1F: 3 clusters Score -648763.7 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -649128.125000 Penalty: 4486.609375
	Iteration 2F: 3 clusters Score -649128.1 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -649385.875000 Penalty: 4486.609375
	Iteration 3F: 3 clusters Score -649385.9 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -649619.375000 Penalty: 4486.609375
	Iteration 4Q: 3 clusters Score -649619.4 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -649831.312500 Penalty: 4486.609375
	Iteration 5Q: 3 clusters Score -649831.3 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -650005.437500 Penalty: 4486.609375
	Iteration 6Q: 3 clusters Score -650005.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -650143.125000 Penalty: 4486.609375
	Iteration 7Q: 3 clusters Score -650143.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -650265.125000 Penalty: 4486.609375
	Iteration 8Q: 3 clusters Score -650265.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -650383.937500 Penalty: 4486.609375
	Iteration 9Q: 3 clusters Score -650383.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -650497.500000 Penalty: 4486.609375
	Iteration 10Q: 3 clusters Score -650497.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -650616.750000 Penalty: 4486.609375
	Iteration 11Q: 3 clusters Score -650616.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -650736.187500 Penalty: 4486.609375
	Iteration 12Q: 3 clusters Score -650736.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -650826.125000 Penalty: 4486.609375
	Iteration 13Q: 3 clusters Score -650826.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -650921.875000 Penalty: 4486.609375
	Iteration 14Q: 3 clusters Score -650921.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -651002.062500 Penalty: 4486.609375
	Iteration 15Q: 3 clusters Score -651002.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -651073.375000 Penalty: 4486.609375
	Iteration 16Q: 3 clusters Score -651073.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -651156.062500 Penalty: 4486.609375
	Iteration 17Q: 3 clusters Score -651156.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -651221.937500 Penalty: 4486.609375
	Iteration 18Q: 3 clusters Score -651221.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -651280.812500 Penalty: 4486.609375
	Iteration 19Q: 3 clusters Score -651280.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -651341.187500 Penalty: 4486.609375
	Iteration 20F: 3 clusters Score -651341.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -651397.625000 Penalty: 4486.609375
	Iteration 21Q: 3 clusters Score -651397.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -651449.437500 Penalty: 4486.609375
	Iteration 22Q: 3 clusters Score -651449.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -651484.562500 Penalty: 4486.609375
	Iteration 23Q: 3 clusters Score -651484.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -651512.937500 Penalty: 4486.609375
	Iteration 24Q: 3 clusters Score -651512.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -651536.687500 Penalty: 4486.609375
	Iteration 25Q: 3 clusters Score -651536.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -651558.562500 Penalty: 4486.609375
	Iteration 26Q: 3 clusters Score -651558.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -651576.375000 Penalty: 4486.609375
	Iteration 27Q: 3 clusters Score -651576.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -651591.937500 Penalty: 4486.609375
	Iteration 28Q: 3 clusters Score -651591.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -651600.500000 Penalty: 4486.609375
	Iteration 29Q: 3 clusters Score -651600.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -651609.562500 Penalty: 4486.609375
	Iteration 30Q: 3 clusters Score -651609.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -651618.062500 Penalty: 4486.609375
	Iteration 31Q: 3 clusters Score -651618.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -651624.937500 Penalty: 4486.609375
	Iteration 32Q: 3 clusters Score -651624.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -651632.625000 Penalty: 4486.609375
	Iteration 33Q: 3 clusters Score -651632.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -651639.875000 Penalty: 4486.609375
	Iteration 34Q: 3 clusters Score -651639.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -651645.625000 Penalty: 4486.609375
	Iteration 35Q: 3 clusters Score -651645.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -651647.812500 Penalty: 4486.609375
	Iteration 36Q: 3 clusters Score -651647.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -651650.187500 Penalty: 4486.609375
	Iteration 37Q: 3 clusters Score -651650.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -651650.562500 Penalty: 4486.609375
	Iteration 38Q: 3 clusters Score -651650.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -651653.812500 Penalty: 4486.609375
	Iteration 39Q: 3 clusters Score -651653.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -651654.000000 Penalty: 4486.609375
	Iteration 40F: 3 clusters Score -651654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (45313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45313 members 
Entering Unmasked Estep 
Score: -3552876.250000 Penalty: 2658.894775
	Iteration 0F: 2 clusters Score -3552876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22698 members 
Mstep: Class 2 contains 22615 members 
Entering Unmasked Estep 
Score: -3522311.750000 Penalty: 5317.789551
	Iteration 0F: 3 clusters Score -3522312 nChanged 20843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23021 members 
Mstep: Class 2 contains 22292 members 
Entering Unmasked Estep 
Score: -3533826.750000 Penalty: 5317.789551
	Iteration 1F: 3 clusters Score -3533827 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23426 members 
Mstep: Class 2 contains 21887 members 
Entering Unmasked Estep 
Score: -3534573.750000 Penalty: 5317.789551
	Iteration 2Q: 3 clusters Score -3534574 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24097 members 
Mstep: Class 2 contains 21216 members 
Entering Unmasked Estep 
Score: -3535525.750000 Penalty: 5317.789551
	Iteration 3Q: 3 clusters Score -3535526 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25047 members 
Mstep: Class 2 contains 20266 members 
Entering Unmasked Estep 
Score: -3536852.750000 Penalty: 5317.789551
	Iteration 4F: 3 clusters Score -3536853 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26292 members 
Mstep: Class 2 contains 19021 members 
Entering Unmasked Estep 
Score: -3538756.750000 Penalty: 5317.789551
	Iteration 5F: 3 clusters Score -3538757 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27640 members 
Mstep: Class 2 contains 17673 members 
Entering Unmasked Estep 
Score: -3541296.250000 Penalty: 5317.789551
	Iteration 6F: 3 clusters Score -3541296 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28828 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -3544106.000000 Penalty: 5317.789551
	Iteration 7F: 3 clusters Score -3544106 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29691 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -3546764.000000 Penalty: 5317.789551
	Iteration 8F: 3 clusters Score -3546764 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30249 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -3548726.500000 Penalty: 5317.789551
	Iteration 9F: 3 clusters Score -3548726 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30589 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -3549640.500000 Penalty: 5317.789551
	Iteration 10Q: 3 clusters Score -3549640 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30768 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
Score: -3550014.000000 Penalty: 5317.789551
	Iteration 11Q: 3 clusters Score -3550014 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30890 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -3550198.750000 Penalty: 5317.789551
	Iteration 12Q: 3 clusters Score -3550199 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30988 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -3550296.250000 Penalty: 5317.789551
	Iteration 13Q: 3 clusters Score -3550296 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31067 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -3550344.500000 Penalty: 5317.789551
	Iteration 14Q: 3 clusters Score -3550344 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31149 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -3550386.750000 Penalty: 5317.789551
	Iteration 15Q: 3 clusters Score -3550387 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31239 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -3550437.750000 Penalty: 5317.789551
	Iteration 16Q: 3 clusters Score -3550438 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31310 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -3550467.750000 Penalty: 5317.789551
	Iteration 17Q: 3 clusters Score -3550468 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31375 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -3550487.750000 Penalty: 5317.789551
	Iteration 18Q: 3 clusters Score -3550488 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31427 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -3550492.250000 Penalty: 5317.789551
	Iteration 19Q: 3 clusters Score -3550492 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31470 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -3550510.500000 Penalty: 5317.789551
	Iteration 20F: 3 clusters Score -3550510 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31524 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -3550514.000000 Penalty: 5317.789551
	Iteration 21Q: 3 clusters Score -3550514 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31537 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -3550524.500000 Penalty: 5317.789551
	Iteration 22Q: 3 clusters Score -3550524 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31545 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -3550528.000000 Penalty: 5317.789551
	Iteration 23Q: 3 clusters Score -3550528 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31564 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -3550536.250000 Penalty: 5317.789551
	Iteration 24Q: 3 clusters Score -3550536 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31579 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -3550545.250000 Penalty: 5317.789551
	Iteration 25Q: 3 clusters Score -3550545 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31585 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -3550549.750000 Penalty: 5317.789551
	Iteration 26Q: 3 clusters Score -3550550 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31593 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -3550545.500000 Penalty: 5317.789551
	Iteration 27Q: 3 clusters Score -3550546 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31618 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -3550556.000000 Penalty: 5317.789551
	Iteration 28Q: 3 clusters Score -3550556 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31646 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -3550564.250000 Penalty: 5317.789551
	Iteration 29Q: 3 clusters Score -3550564 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31667 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -3550567.500000 Penalty: 5317.789551
	Iteration 30Q: 3 clusters Score -3550568 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31685 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -3550575.500000 Penalty: 5317.789551
	Iteration 31Q: 3 clusters Score -3550576 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31699 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -3550587.500000 Penalty: 5317.789551
	Iteration 32Q: 3 clusters Score -3550588 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31702 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -3550602.500000 Penalty: 5317.789551
	Iteration 33Q: 3 clusters Score -3550602 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31704 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -3550591.750000 Penalty: 5317.789551
	Iteration 34Q: 3 clusters Score -3550592 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31723 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -3550587.750000 Penalty: 5317.789551
	Iteration 35Q: 3 clusters Score -3550588 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31731 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -3550613.750000 Penalty: 5317.789551
	Iteration 36Q: 3 clusters Score -3550614 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31757 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -3550629.250000 Penalty: 5317.789551
	Iteration 37Q: 3 clusters Score -3550629 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31791 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -3550651.750000 Penalty: 5317.789551
	Iteration 38Q: 3 clusters Score -3550652 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31824 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -3550681.500000 Penalty: 5317.789551
	Iteration 39Q: 3 clusters Score -3550682 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31857 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -3550716.750000 Penalty: 5317.789551
	Iteration 40F: 3 clusters Score -3550717 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31912 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -3550742.250000 Penalty: 5317.789551
	Iteration 41Q: 3 clusters Score -3550742 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31977 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -3550776.750000 Penalty: 5317.789551
	Iteration 42Q: 3 clusters Score -3550777 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32036 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -3550836.500000 Penalty: 5317.789551
	Iteration 43Q: 3 clusters Score -3550836 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32093 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -3550861.750000 Penalty: 5317.789551
	Iteration 44Q: 3 clusters Score -3550862 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32152 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -3550923.000000 Penalty: 5317.789551
	Iteration 45Q: 3 clusters Score -3550923 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32200 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -3550966.750000 Penalty: 5317.789551
	Iteration 46Q: 3 clusters Score -3550967 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32245 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -3551002.500000 Penalty: 5317.789551
	Iteration 47Q: 3 clusters Score -3551002 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32273 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -3551036.250000 Penalty: 5317.789551
	Iteration 48Q: 3 clusters Score -3551036 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32264 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -3551076.000000 Penalty: 5317.789551
	Iteration 49Q: 3 clusters Score -3551076 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32258 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -3551111.250000 Penalty: 5317.789551
	Iteration 50Q: 3 clusters Score -3551111 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32243 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -3551139.500000 Penalty: 5317.789551
	Iteration 51Q: 3 clusters Score -3551140 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32226 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -3551184.000000 Penalty: 5317.789551
	Iteration 52Q: 3 clusters Score -3551184 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32214 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -3551189.500000 Penalty: 5317.789551
	Iteration 53Q: 3 clusters Score -3551190 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32218 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -3551214.750000 Penalty: 5317.789551
	Iteration 54Q: 3 clusters Score -3551215 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32224 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -3551231.000000 Penalty: 5317.789551
	Iteration 55Q: 3 clusters Score -3551231 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32241 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -3551246.750000 Penalty: 5317.789551
	Iteration 56Q: 3 clusters Score -3551247 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32253 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -3551264.750000 Penalty: 5317.789551
	Iteration 57Q: 3 clusters Score -3551265 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32263 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -3551269.500000 Penalty: 5317.789551
	Iteration 58Q: 3 clusters Score -3551270 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32269 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -3551280.000000 Penalty: 5317.789551
	Iteration 59Q: 3 clusters Score -3551280 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32261 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -3551289.000000 Penalty: 5317.789551
	Iteration 60F: 3 clusters Score -3551289 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32256 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -3551297.250000 Penalty: 5317.789551
	Iteration 61Q: 3 clusters Score -3551297 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32249 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -3551291.750000 Penalty: 5317.789551
	Iteration 62Q: 3 clusters Score -3551292 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32243 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -3551292.000000 Penalty: 5317.789551
	Iteration 63Q: 3 clusters Score -3551292 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32245 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -3551293.500000 Penalty: 5317.789551
	Iteration 64Q: 3 clusters Score -3551294 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32245 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -3551294.750000 Penalty: 5317.789551
	Iteration 65Q: 3 clusters Score -3551295 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32238 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -3551298.000000 Penalty: 5317.789551
	Iteration 66Q: 3 clusters Score -3551298 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32231 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -3551292.750000 Penalty: 5317.789551
	Iteration 67Q: 3 clusters Score -3551293 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32224 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -3551297.000000 Penalty: 5317.789551
	Iteration 68Q: 3 clusters Score -3551297 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32221 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -3551300.000000 Penalty: 5317.789551
	Iteration 69Q: 3 clusters Score -3551300 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32216 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -3551300.500000 Penalty: 5317.789551
	Iteration 70Q: 3 clusters Score -3551300 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32209 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -3551289.500000 Penalty: 5317.789551
	Iteration 71Q: 3 clusters Score -3551290 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32210 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -3551292.250000 Penalty: 5317.789551
	Iteration 72Q: 3 clusters Score -3551292 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32211 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -3551292.250000 Penalty: 5317.789551
	Iteration 73Q: 3 clusters Score -3551292 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32208 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -3551296.250000 Penalty: 5317.789551
	Iteration 74Q: 3 clusters Score -3551296 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32212 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -3551301.250000 Penalty: 5317.789551
	Iteration 75Q: 3 clusters Score -3551301 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32218 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -3551294.750000 Penalty: 5317.789551
	Iteration 76Q: 3 clusters Score -3551295 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32219 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -3551296.000000 Penalty: 5317.789551
	Iteration 77Q: 3 clusters Score -3551296 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32219 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -3551297.250000 Penalty: 5317.789551
	Iteration 78Q: 3 clusters Score -3551297 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32214 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -3551298.500000 Penalty: 5317.789551
	Iteration 79Q: 3 clusters Score -3551298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32212 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -3551300.250000 Penalty: 5317.789551
	Iteration 80F: 3 clusters Score -3551300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32208 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -3551298.750000 Penalty: 5317.789551
	Iteration 81Q: 3 clusters Score -3551299 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32204 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -3551300.250000 Penalty: 5317.789551
	Iteration 82Q: 3 clusters Score -3551300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32201 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -3551298.000000 Penalty: 5317.789551
	Iteration 83Q: 3 clusters Score -3551298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32196 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -3551299.250000 Penalty: 5317.789551
	Iteration 84Q: 3 clusters Score -3551299 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32191 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -3551300.000000 Penalty: 5317.789551
	Iteration 85Q: 3 clusters Score -3551300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32190 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -3551299.500000 Penalty: 5317.789551
	Iteration 86Q: 3 clusters Score -3551300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32190 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -3551299.500000 Penalty: 5317.789551
	Iteration 87F: 3 clusters Score -3551300 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (27962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27962 members 
Entering Unmasked Estep 
Score: -2282053.500000 Penalty: 2539.173340
	Iteration 0F: 2 clusters Score -2282054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -2262777.250000 Penalty: 5078.346680
	Iteration 0F: 3 clusters Score -2262777 nChanged 12502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -2269711.500000 Penalty: 5078.346680
	Iteration 1F: 3 clusters Score -2269712 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -2270172.500000 Penalty: 5078.346680
	Iteration 2Q: 3 clusters Score -2270172 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -2270651.000000 Penalty: 5078.346680
	Iteration 3Q: 3 clusters Score -2270651 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -2271144.750000 Penalty: 5078.346680
	Iteration 4Q: 3 clusters Score -2271145 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -2271747.750000 Penalty: 5078.346680
	Iteration 5Q: 3 clusters Score -2271748 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -2272408.250000 Penalty: 5078.346680
	Iteration 6Q: 3 clusters Score -2272408 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -2273078.250000 Penalty: 5078.346680
	Iteration 7Q: 3 clusters Score -2273078 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -2273749.500000 Penalty: 5078.346680
	Iteration 8Q: 3 clusters Score -2273750 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -2274455.000000 Penalty: 5078.346680
	Iteration 9Q: 3 clusters Score -2274455 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -2275199.750000 Penalty: 5078.346680
	Iteration 10Q: 3 clusters Score -2275200 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 14801 members 
Entering Unmasked Estep 
Score: -2275979.500000 Penalty: 5078.346680
	Iteration 11Q: 3 clusters Score -2275980 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -2276681.000000 Penalty: 5078.346680
	Iteration 12Q: 3 clusters Score -2276681 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -2277164.250000 Penalty: 5078.346680
	Iteration 13Q: 3 clusters Score -2277164 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -2277455.000000 Penalty: 5078.346680
	Iteration 14Q: 3 clusters Score -2277455 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 16273 members 
Entering Unmasked Estep 
Score: -2277624.000000 Penalty: 5078.346680
	Iteration 15Q: 3 clusters Score -2277624 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -2277801.000000 Penalty: 5078.346680
	Iteration 16Q: 3 clusters Score -2277801 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 16985 members 
Entering Unmasked Estep 
Score: -2277962.500000 Penalty: 5078.346680
	Iteration 17Q: 3 clusters Score -2277962 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 17330 members 
Entering Unmasked Estep 
Score: -2278102.500000 Penalty: 5078.346680
	Iteration 18Q: 3 clusters Score -2278102 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 17677 members 
Entering Unmasked Estep 
Score: -2278243.250000 Penalty: 5078.346680
	Iteration 19Q: 3 clusters Score -2278243 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 18011 members 
Entering Unmasked Estep 
Score: -2278357.250000 Penalty: 5078.346680
	Iteration 20F: 3 clusters Score -2278357 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 18340 members 
Entering Unmasked Estep 
Score: -2278457.000000 Penalty: 5078.346680
	Iteration 21Q: 3 clusters Score -2278457 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 18670 members 
Entering Unmasked Estep 
Score: -2278538.000000 Penalty: 5078.346680
	Iteration 22Q: 3 clusters Score -2278538 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 18958 members 
Entering Unmasked Estep 
Score: -2278606.500000 Penalty: 5078.346680
	Iteration 23Q: 3 clusters Score -2278606 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 19229 members 
Entering Unmasked Estep 
Score: -2278688.750000 Penalty: 5078.346680
	Iteration 24Q: 3 clusters Score -2278689 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 19536 members 
Entering Unmasked Estep 
Score: -2278777.500000 Penalty: 5078.346680
	Iteration 25Q: 3 clusters Score -2278778 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 19819 members 
Entering Unmasked Estep 
Score: -2278852.750000 Penalty: 5078.346680
	Iteration 26Q: 3 clusters Score -2278853 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 20117 members 
Entering Unmasked Estep 
Score: -2278941.750000 Penalty: 5078.346680
	Iteration 27Q: 3 clusters Score -2278942 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 20393 members 
Entering Unmasked Estep 
Score: -2279020.000000 Penalty: 5078.346680
	Iteration 28Q: 3 clusters Score -2279020 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 20674 members 
Entering Unmasked Estep 
Score: -2279109.750000 Penalty: 5078.346680
	Iteration 29Q: 3 clusters Score -2279110 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 20962 members 
Entering Unmasked Estep 
Score: -2279191.750000 Penalty: 5078.346680
	Iteration 30Q: 3 clusters Score -2279192 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 21246 members 
Entering Unmasked Estep 
Score: -2279270.000000 Penalty: 5078.346680
	Iteration 31Q: 3 clusters Score -2279270 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 21533 members 
Entering Unmasked Estep 
Score: -2279344.750000 Penalty: 5078.346680
	Iteration 32Q: 3 clusters Score -2279345 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 21831 members 
Entering Unmasked Estep 
Score: -2279440.500000 Penalty: 5078.346680
	Iteration 33Q: 3 clusters Score -2279440 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 22151 members 
Entering Unmasked Estep 
Score: -2279542.250000 Penalty: 5078.346680
	Iteration 34Q: 3 clusters Score -2279542 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 22459 members 
Entering Unmasked Estep 
Score: -2279649.500000 Penalty: 5078.346680
	Iteration 35Q: 3 clusters Score -2279650 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 22794 members 
Entering Unmasked Estep 
Score: -2279761.000000 Penalty: 5078.346680
	Iteration 36Q: 3 clusters Score -2279761 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 23116 members 
Entering Unmasked Estep 
Score: -2279876.500000 Penalty: 5078.346680
	Iteration 37Q: 3 clusters Score -2279876 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 23400 members 
Entering Unmasked Estep 
Score: -2279967.250000 Penalty: 5078.346680
	Iteration 38Q: 3 clusters Score -2279967 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 23686 members 
Entering Unmasked Estep 
Score: -2280064.000000 Penalty: 5078.346680
	Iteration 39Q: 3 clusters Score -2280064 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 23966 members 
Entering Unmasked Estep 
Score: -2280154.500000 Penalty: 5078.346680
	Iteration 40F: 3 clusters Score -2280154 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 24230 members 
Entering Unmasked Estep 
Score: -2280245.500000 Penalty: 5078.346680
	Iteration 41Q: 3 clusters Score -2280246 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 24435 members 
Entering Unmasked Estep 
Score: -2280323.500000 Penalty: 5078.346680
	Iteration 42Q: 3 clusters Score -2280324 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 24634 members 
Entering Unmasked Estep 
Score: -2280386.250000 Penalty: 5078.346680
	Iteration 43Q: 3 clusters Score -2280386 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 24811 members 
Entering Unmasked Estep 
Score: -2280438.750000 Penalty: 5078.346680
	Iteration 44Q: 3 clusters Score -2280439 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 24972 members 
Entering Unmasked Estep 
Score: -2280482.250000 Penalty: 5078.346680
	Iteration 45Q: 3 clusters Score -2280482 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 25131 members 
Entering Unmasked Estep 
Score: -2280534.500000 Penalty: 5078.346680
	Iteration 46Q: 3 clusters Score -2280534 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 25286 members 
Entering Unmasked Estep 
Score: -2280593.500000 Penalty: 5078.346680
	Iteration 47Q: 3 clusters Score -2280594 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 25416 members 
Entering Unmasked Estep 
Score: -2280630.500000 Penalty: 5078.346680
	Iteration 48Q: 3 clusters Score -2280630 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 25547 members 
Entering Unmasked Estep 
Score: -2280671.250000 Penalty: 5078.346680
	Iteration 49Q: 3 clusters Score -2280671 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 25653 members 
Entering Unmasked Estep 
Score: -2280705.250000 Penalty: 5078.346680
	Iteration 50Q: 3 clusters Score -2280705 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 25732 members 
Entering Unmasked Estep 
Score: -2280731.000000 Penalty: 5078.346680
	Iteration 51Q: 3 clusters Score -2280731 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 25805 members 
Entering Unmasked Estep 
Score: -2280757.000000 Penalty: 5078.346680
	Iteration 52Q: 3 clusters Score -2280757 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 25874 members 
Entering Unmasked Estep 
Score: -2280783.000000 Penalty: 5078.346680
	Iteration 53Q: 3 clusters Score -2280783 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 25932 members 
Entering Unmasked Estep 
Score: -2280788.250000 Penalty: 5078.346680
	Iteration 54Q: 3 clusters Score -2280788 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 25974 members 
Entering Unmasked Estep 
Score: -2280791.750000 Penalty: 5078.346680
	Iteration 55Q: 3 clusters Score -2280792 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 26020 members 
Entering Unmasked Estep 
Score: -2280809.250000 Penalty: 5078.346680
	Iteration 56Q: 3 clusters Score -2280809 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 26075 members 
Entering Unmasked Estep 
Score: -2280827.250000 Penalty: 5078.346680
	Iteration 57Q: 3 clusters Score -2280827 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 26111 members 
Entering Unmasked Estep 
Score: -2280832.250000 Penalty: 5078.346680
	Iteration 58Q: 3 clusters Score -2280832 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 26147 members 
Entering Unmasked Estep 
Score: -2280839.750000 Penalty: 5078.346680
	Iteration 59Q: 3 clusters Score -2280840 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 26180 members 
Entering Unmasked Estep 
Score: -2280848.750000 Penalty: 5078.346680
	Iteration 60F: 3 clusters Score -2280849 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 26202 members 
Entering Unmasked Estep 
Score: -2280846.250000 Penalty: 5078.346680
	Iteration 61Q: 3 clusters Score -2280846 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 26218 members 
Entering Unmasked Estep 
Score: -2280849.750000 Penalty: 5078.346680
	Iteration 62Q: 3 clusters Score -2280850 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 26233 members 
Entering Unmasked Estep 
Score: -2280856.250000 Penalty: 5078.346680
	Iteration 63Q: 3 clusters Score -2280856 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 26249 members 
Entering Unmasked Estep 
Score: -2280862.750000 Penalty: 5078.346680
	Iteration 64Q: 3 clusters Score -2280863 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 26268 members 
Entering Unmasked Estep 
Score: -2280871.250000 Penalty: 5078.346680
	Iteration 65Q: 3 clusters Score -2280871 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 26288 members 
Entering Unmasked Estep 
Score: -2280871.500000 Penalty: 5078.346680
	Iteration 66Q: 3 clusters Score -2280872 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 26303 members 
Entering Unmasked Estep 
Score: -2280873.500000 Penalty: 5078.346680
	Iteration 67Q: 3 clusters Score -2280874 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 26327 members 
Entering Unmasked Estep 
Score: -2280878.250000 Penalty: 5078.346680
	Iteration 68Q: 3 clusters Score -2280878 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 26345 members 
Entering Unmasked Estep 
Score: -2280880.750000 Penalty: 5078.346680
	Iteration 69Q: 3 clusters Score -2280881 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 26356 members 
Entering Unmasked Estep 
Score: -2280888.500000 Penalty: 5078.346680
	Iteration 70Q: 3 clusters Score -2280888 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 26367 members 
Entering Unmasked Estep 
Score: -2280895.250000 Penalty: 5078.346680
	Iteration 71Q: 3 clusters Score -2280895 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 26377 members 
Entering Unmasked Estep 
Score: -2280899.250000 Penalty: 5078.346680
	Iteration 72Q: 3 clusters Score -2280899 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 26386 members 
Entering Unmasked Estep 
Score: -2280900.250000 Penalty: 5078.346680
	Iteration 73Q: 3 clusters Score -2280900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 26393 members 
Entering Unmasked Estep 
Score: -2280896.000000 Penalty: 5078.346680
	Iteration 74Q: 3 clusters Score -2280896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 26398 members 
Entering Unmasked Estep 
Score: -2280896.500000 Penalty: 5078.346680
	Iteration 75Q: 3 clusters Score -2280896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 26404 members 
Entering Unmasked Estep 
Score: -2280896.250000 Penalty: 5078.346680
	Iteration 76Q: 3 clusters Score -2280896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 26409 members 
Entering Unmasked Estep 
Score: -2280899.250000 Penalty: 5078.346680
	Iteration 77Q: 3 clusters Score -2280899 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 26415 members 
Entering Unmasked Estep 
Score: -2280901.750000 Penalty: 5078.346680
	Iteration 78Q: 3 clusters Score -2280902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 26421 members 
Entering Unmasked Estep 
Score: -2280902.750000 Penalty: 5078.346680
	Iteration 79Q: 3 clusters Score -2280903 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 26434 members 
Entering Unmasked Estep 
Score: -2280905.000000 Penalty: 5078.346680
	Iteration 80F: 3 clusters Score -2280905 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 26446 members 
Entering Unmasked Estep 
Score: -2280912.000000 Penalty: 5078.346680
	Iteration 81Q: 3 clusters Score -2280912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 26454 members 
Entering Unmasked Estep 
Score: -2280916.000000 Penalty: 5078.346680
	Iteration 82Q: 3 clusters Score -2280916 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 26470 members 
Entering Unmasked Estep 
Score: -2280920.750000 Penalty: 5078.346680
	Iteration 83Q: 3 clusters Score -2280921 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 26487 members 
Entering Unmasked Estep 
Score: -2280923.750000 Penalty: 5078.346680
	Iteration 84Q: 3 clusters Score -2280924 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 26499 members 
Entering Unmasked Estep 
Score: -2280925.250000 Penalty: 5078.346680
	Iteration 85Q: 3 clusters Score -2280925 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 26511 members 
Entering Unmasked Estep 
Score: -2280932.250000 Penalty: 5078.346680
	Iteration 86Q: 3 clusters Score -2280932 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 26522 members 
Entering Unmasked Estep 
Score: -2280931.000000 Penalty: 5078.346680
	Iteration 87Q: 3 clusters Score -2280931 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 26529 members 
Entering Unmasked Estep 
Score: -2280930.000000 Penalty: 5078.346680
	Iteration 88Q: 3 clusters Score -2280930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 26532 members 
Entering Unmasked Estep 
Score: -2280938.250000 Penalty: 5078.346680
	Iteration 89Q: 3 clusters Score -2280938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 26537 members 
Entering Unmasked Estep 
Score: -2280937.750000 Penalty: 5078.346680
	Iteration 90Q: 3 clusters Score -2280938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 26538 members 
Entering Unmasked Estep 
Score: -2280937.500000 Penalty: 5078.346680
	Iteration 91Q: 3 clusters Score -2280938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 26538 members 
Entering Unmasked Estep 
Score: -2280937.500000 Penalty: 5078.346680
	Iteration 92F: 3 clusters Score -2280938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Entering Unmasked Estep 
Score: -672775.500000 Penalty: 2261.319824
	Iteration 0F: 2 clusters Score -672775.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -665653.062500 Penalty: 4522.639648
	Iteration 0F: 3 clusters Score -665653.1 nChanged 3759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -667765.750000 Penalty: 4522.639648
	Iteration 1F: 3 clusters Score -667765.8 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -668120.625000 Penalty: 4522.639648
	Iteration 2F: 3 clusters Score -668120.6 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -668477.937500 Penalty: 4522.639648
	Iteration 3F: 3 clusters Score -668477.9 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -668823.187500 Penalty: 4522.639648
	Iteration 4F: 3 clusters Score -668823.2 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -669209.312500 Penalty: 4522.639648
	Iteration 5F: 3 clusters Score -669209.3 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -669630.000000 Penalty: 4522.639648
	Iteration 6F: 3 clusters Score -669630 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -670065.437500 Penalty: 4522.639648
	Iteration 7F: 3 clusters Score -670065.4 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -670522.687500 Penalty: 4522.639648
	Iteration 8F: 3 clusters Score -670522.7 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -671043.625000 Penalty: 4522.639648
	Iteration 9Q: 3 clusters Score -671043.6 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -671643.812500 Penalty: 4522.639648
	Iteration 10Q: 3 clusters Score -671643.8 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -672254.250000 Penalty: 4522.639648
	Iteration 11F: 3 clusters Score -672254.2 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -672619.312500 Penalty: 4522.639648
	Iteration 12Q: 3 clusters Score -672619.3 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -672823.625000 Penalty: 4522.639648
	Iteration 13Q: 3 clusters Score -672823.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -672985.312500 Penalty: 4522.639648
	Iteration 14Q: 3 clusters Score -672985.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -673105.062500 Penalty: 4522.639648
	Iteration 15Q: 3 clusters Score -673105.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -673183.187500 Penalty: 4522.639648
	Iteration 16Q: 3 clusters Score -673183.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -673235.562500 Penalty: 4522.639648
	Iteration 17Q: 3 clusters Score -673235.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -673273.500000 Penalty: 4522.639648
	Iteration 18Q: 3 clusters Score -673273.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -673313.500000 Penalty: 4522.639648
	Iteration 19Q: 3 clusters Score -673313.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -673351.562500 Penalty: 4522.639648
	Iteration 20F: 3 clusters Score -673351.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -673385.687500 Penalty: 4522.639648
	Iteration 21Q: 3 clusters Score -673385.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -673416.812500 Penalty: 4522.639648
	Iteration 22Q: 3 clusters Score -673416.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -673439.187500 Penalty: 4522.639648
	Iteration 23Q: 3 clusters Score -673439.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -673455.625000 Penalty: 4522.639648
	Iteration 24Q: 3 clusters Score -673455.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -673478.250000 Penalty: 4522.639648
	Iteration 25Q: 3 clusters Score -673478.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -673502.750000 Penalty: 4522.639648
	Iteration 26Q: 3 clusters Score -673502.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -673513.625000 Penalty: 4522.639648
	Iteration 27Q: 3 clusters Score -673513.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -673522.625000 Penalty: 4522.639648
	Iteration 28Q: 3 clusters Score -673522.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -673534.812500 Penalty: 4522.639648
	Iteration 29Q: 3 clusters Score -673534.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -673547.062500 Penalty: 4522.639648
	Iteration 30Q: 3 clusters Score -673547.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -673558.437500 Penalty: 4522.639648
	Iteration 31Q: 3 clusters Score -673558.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -673563.375000 Penalty: 4522.639648
	Iteration 32Q: 3 clusters Score -673563.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -673566.937500 Penalty: 4522.639648
	Iteration 33Q: 3 clusters Score -673566.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -673571.625000 Penalty: 4522.639648
	Iteration 34Q: 3 clusters Score -673571.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -673576.000000 Penalty: 4522.639648
	Iteration 35Q: 3 clusters Score -673576 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -673577.250000 Penalty: 4522.639648
	Iteration 36Q: 3 clusters Score -673577.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -673580.312500 Penalty: 4522.639648
	Iteration 37Q: 3 clusters Score -673580.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -673586.000000 Penalty: 4522.639648
	Iteration 38Q: 3 clusters Score -673586 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -673587.312500 Penalty: 4522.639648
	Iteration 39Q: 3 clusters Score -673587.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -673587.125000 Penalty: 4522.639648
	Iteration 40F: 3 clusters Score -673587.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -673589.250000 Penalty: 4522.639648
	Iteration 41Q: 3 clusters Score -673589.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -673590.250000 Penalty: 4522.639648
	Iteration 42Q: 3 clusters Score -673590.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -673591.125000 Penalty: 4522.639648
	Iteration 43Q: 3 clusters Score -673591.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -673591.125000 Penalty: 4522.639648
	Iteration 44F: 3 clusters Score -673591.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 2934 members 
Mstep: Class 3 contains 109367 members 
Mstep: Class 4 contains 3716 members 
Mstep: Class 5 contains 386475 members 
Mstep: Class 6 contains 4472 members 
Mstep: Class 7 contains 5925 members 
Mstep: Class 8 contains 6839 members 
Mstep: Class 9 contains 5231 members 
Mstep: Class 10 contains 30331 members 
Mstep: Class 11 contains 215180 members 
Mstep: Class 12 contains 49565 members 
Mstep: Class 13 contains 154217 members 
Mstep: Class 14 contains 76808 members 
Mstep: Class 15 contains 74636 members 
Mstep: Class 16 contains 88537 members 
Mstep: Class 17 contains 2123 members 
Mstep: Class 18 contains 28158 members 
Mstep: Class 19 contains 4563 members 
Mstep: Class 20 contains 8481 members 
Mstep: Class 21 contains 45313 members 
Mstep: Class 22 contains 27962 members 
Mstep: Class 23 contains 4338 members 
Mstep: Class 24 contains 7577 members 
Mstep: Class 25 contains 24518 members 
Mstep: Class 26 contains 15466 members 
Mstep: Class 27 contains 6081 members 
Mstep: Class 28 contains 7826 members 
Mstep: Class 29 contains 3601 members 
Mstep: Class 30 contains 10003 members 
Mstep: Class 31 contains 24817 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 10064 members 
Mstep: Class 34 contains 4782 members 
Entering Unmasked Estep 
Score: -111981760.000000 Penalty: 119701.210938
Splitting cluster 23 changes total score from -111982056.000000 to -111981760.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (7577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Entering Unmasked Estep 
Score: -542381.250000 Penalty: 2215.352539
	Iteration 0F: 2 clusters Score -542381.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -536291.000000 Penalty: 4430.705078
	Iteration 0F: 3 clusters Score -536291 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -538096.250000 Penalty: 4430.705078
	Iteration 1F: 3 clusters Score -538096.2 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -538671.750000 Penalty: 4430.705078
	Iteration 2F: 3 clusters Score -538671.8 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -539268.062500 Penalty: 4430.705078
	Iteration 3F: 3 clusters Score -539268.1 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -539923.875000 Penalty: 4430.705078
	Iteration 4F: 3 clusters Score -539923.9 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -540556.250000 Penalty: 4430.705078
	Iteration 5F: 3 clusters Score -540556.2 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -540965.250000 Penalty: 4430.705078
	Iteration 6F: 3 clusters Score -540965.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -541206.312500 Penalty: 4430.705078
	Iteration 7Q: 3 clusters Score -541206.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -541351.937500 Penalty: 4430.705078
	Iteration 8Q: 3 clusters Score -541351.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -541450.312500 Penalty: 4430.705078
	Iteration 9Q: 3 clusters Score -541450.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -541515.312500 Penalty: 4430.705078
	Iteration 10Q: 3 clusters Score -541515.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -541566.000000 Penalty: 4430.705078
	Iteration 11Q: 3 clusters Score -541566 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -541610.125000 Penalty: 4430.705078
	Iteration 12Q: 3 clusters Score -541610.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -541642.687500 Penalty: 4430.705078
	Iteration 13Q: 3 clusters Score -541642.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -541670.437500 Penalty: 4430.705078
	Iteration 14Q: 3 clusters Score -541670.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -541694.062500 Penalty: 4430.705078
	Iteration 15Q: 3 clusters Score -541694.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -541708.000000 Penalty: 4430.705078
	Iteration 16Q: 3 clusters Score -541708 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -541719.062500 Penalty: 4430.705078
	Iteration 17Q: 3 clusters Score -541719.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -541728.750000 Penalty: 4430.705078
	Iteration 18Q: 3 clusters Score -541728.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -541737.875000 Penalty: 4430.705078
	Iteration 19Q: 3 clusters Score -541737.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -541747.687500 Penalty: 4430.705078
	Iteration 20F: 3 clusters Score -541747.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -541758.437500 Penalty: 4430.705078
	Iteration 21Q: 3 clusters Score -541758.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -541773.312500 Penalty: 4430.705078
	Iteration 22Q: 3 clusters Score -541773.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -541780.250000 Penalty: 4430.705078
	Iteration 23Q: 3 clusters Score -541780.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -541784.437500 Penalty: 4430.705078
	Iteration 24Q: 3 clusters Score -541784.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -541787.562500 Penalty: 4430.705078
	Iteration 25Q: 3 clusters Score -541787.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -541790.250000 Penalty: 4430.705078
	Iteration 26Q: 3 clusters Score -541790.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -541793.437500 Penalty: 4430.705078
	Iteration 27Q: 3 clusters Score -541793.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -541793.125000 Penalty: 4430.705078
	Iteration 28Q: 3 clusters Score -541793.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -541794.562500 Penalty: 4430.705078
	Iteration 29Q: 3 clusters Score -541794.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -541794.812500 Penalty: 4430.705078
	Iteration 30Q: 3 clusters Score -541794.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -541795.250000 Penalty: 4430.705078
	Iteration 31Q: 3 clusters Score -541795.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -541795.250000 Penalty: 4430.705078
	Iteration 32F: 3 clusters Score -541795.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (24518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24518 members 
Entering Unmasked Estep 
Score: -1727262.500000 Penalty: 2506.576172
	Iteration 0F: 2 clusters Score -1727262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -1710284.250000 Penalty: 5013.152344
	Iteration 0F: 3 clusters Score -1710284 nChanged 10852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -1716341.750000 Penalty: 5013.152344
	Iteration 1F: 3 clusters Score -1716342 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -1716993.250000 Penalty: 5013.152344
	Iteration 2F: 3 clusters Score -1716993 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -1717574.000000 Penalty: 5013.152344
	Iteration 3F: 3 clusters Score -1717574 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -1718094.375000 Penalty: 5013.152344
	Iteration 4Q: 3 clusters Score -1718094 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -1718597.750000 Penalty: 5013.152344
	Iteration 5Q: 3 clusters Score -1718598 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -1719109.000000 Penalty: 5013.152344
	Iteration 6Q: 3 clusters Score -1719109 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -1719743.125000 Penalty: 5013.152344
	Iteration 7Q: 3 clusters Score -1719743 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -1720407.750000 Penalty: 5013.152344
	Iteration 8Q: 3 clusters Score -1720408 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -1721046.000000 Penalty: 5013.152344
	Iteration 9Q: 3 clusters Score -1721046 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -1721601.500000 Penalty: 5013.152344
	Iteration 10Q: 3 clusters Score -1721602 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -1722054.625000 Penalty: 5013.152344
	Iteration 11Q: 3 clusters Score -1722055 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
Score: -1722416.250000 Penalty: 5013.152344
	Iteration 12Q: 3 clusters Score -1722416 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -1722654.750000 Penalty: 5013.152344
	Iteration 13Q: 3 clusters Score -1722655 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 15963 members 
Entering Unmasked Estep 
Score: -1722828.625000 Penalty: 5013.152344
	Iteration 14Q: 3 clusters Score -1722829 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 16110 members 
Entering Unmasked Estep 
Score: -1722954.625000 Penalty: 5013.152344
	Iteration 15Q: 3 clusters Score -1722955 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 16257 members 
Entering Unmasked Estep 
Score: -1723061.125000 Penalty: 5013.152344
	Iteration 16Q: 3 clusters Score -1723061 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -1723147.750000 Penalty: 5013.152344
	Iteration 17Q: 3 clusters Score -1723148 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -1723232.625000 Penalty: 5013.152344
	Iteration 18Q: 3 clusters Score -1723233 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 16609 members 
Entering Unmasked Estep 
Score: -1723327.875000 Penalty: 5013.152344
	Iteration 19Q: 3 clusters Score -1723328 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 16694 members 
Entering Unmasked Estep 
Score: -1723425.625000 Penalty: 5013.152344
	Iteration 20F: 3 clusters Score -1723426 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 16777 members 
Entering Unmasked Estep 
Score: -1723530.250000 Penalty: 5013.152344
	Iteration 21Q: 3 clusters Score -1723530 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -1723632.625000 Penalty: 5013.152344
	Iteration 22Q: 3 clusters Score -1723633 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 16937 members 
Entering Unmasked Estep 
Score: -1723787.750000 Penalty: 5013.152344
	Iteration 23Q: 3 clusters Score -1723788 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -1723994.375000 Penalty: 5013.152344
	Iteration 24Q: 3 clusters Score -1723994 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 17185 members 
Entering Unmasked Estep 
Score: -1724241.625000 Penalty: 5013.152344
	Iteration 25Q: 3 clusters Score -1724242 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 17305 members 
Entering Unmasked Estep 
Score: -1724514.500000 Penalty: 5013.152344
	Iteration 26Q: 3 clusters Score -1724514 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 17399 members 
Entering Unmasked Estep 
Score: -1724801.000000 Penalty: 5013.152344
	Iteration 27Q: 3 clusters Score -1724801 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 17487 members 
Entering Unmasked Estep 
Score: -1725103.000000 Penalty: 5013.152344
	Iteration 28Q: 3 clusters Score -1725103 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 17538 members 
Entering Unmasked Estep 
Score: -1725318.750000 Penalty: 5013.152344
	Iteration 29Q: 3 clusters Score -1725319 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 17549 members 
Entering Unmasked Estep 
Score: -1725477.250000 Penalty: 5013.152344
	Iteration 30Q: 3 clusters Score -1725477 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 17539 members 
Entering Unmasked Estep 
Score: -1725564.250000 Penalty: 5013.152344
	Iteration 31Q: 3 clusters Score -1725564 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 17533 members 
Entering Unmasked Estep 
Score: -1725612.625000 Penalty: 5013.152344
	Iteration 32Q: 3 clusters Score -1725613 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 17509 members 
Entering Unmasked Estep 
Score: -1725649.625000 Penalty: 5013.152344
	Iteration 33Q: 3 clusters Score -1725650 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 17487 members 
Entering Unmasked Estep 
Score: -1725667.625000 Penalty: 5013.152344
	Iteration 34Q: 3 clusters Score -1725668 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 17464 members 
Entering Unmasked Estep 
Score: -1725679.250000 Penalty: 5013.152344
	Iteration 35Q: 3 clusters Score -1725679 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 17444 members 
Entering Unmasked Estep 
Score: -1725685.875000 Penalty: 5013.152344
	Iteration 36Q: 3 clusters Score -1725686 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 17433 members 
Entering Unmasked Estep 
Score: -1725694.000000 Penalty: 5013.152344
	Iteration 37Q: 3 clusters Score -1725694 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 17416 members 
Entering Unmasked Estep 
Score: -1725698.250000 Penalty: 5013.152344
	Iteration 38Q: 3 clusters Score -1725698 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 17404 members 
Entering Unmasked Estep 
Score: -1725700.125000 Penalty: 5013.152344
	Iteration 39Q: 3 clusters Score -1725700 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 17398 members 
Entering Unmasked Estep 
Score: -1725703.750000 Penalty: 5013.152344
	Iteration 40F: 3 clusters Score -1725704 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 17393 members 
Entering Unmasked Estep 
Score: -1725707.625000 Penalty: 5013.152344
	Iteration 41Q: 3 clusters Score -1725708 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 17385 members 
Entering Unmasked Estep 
Score: -1725706.625000 Penalty: 5013.152344
	Iteration 42Q: 3 clusters Score -1725707 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 17376 members 
Entering Unmasked Estep 
Score: -1725709.125000 Penalty: 5013.152344
	Iteration 43Q: 3 clusters Score -1725709 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 17362 members 
Entering Unmasked Estep 
Score: -1725711.375000 Penalty: 5013.152344
	Iteration 44Q: 3 clusters Score -1725711 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -1725717.875000 Penalty: 5013.152344
	Iteration 45Q: 3 clusters Score -1725718 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 17336 members 
Entering Unmasked Estep 
Score: -1725723.375000 Penalty: 5013.152344
	Iteration 46Q: 3 clusters Score -1725723 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 17321 members 
Entering Unmasked Estep 
Score: -1725725.000000 Penalty: 5013.152344
	Iteration 47Q: 3 clusters Score -1725725 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 17308 members 
Entering Unmasked Estep 
Score: -1725719.750000 Penalty: 5013.152344
	Iteration 48Q: 3 clusters Score -1725720 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 17301 members 
Entering Unmasked Estep 
Score: -1725723.000000 Penalty: 5013.152344
	Iteration 49Q: 3 clusters Score -1725723 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 17292 members 
Entering Unmasked Estep 
Score: -1725724.750000 Penalty: 5013.152344
	Iteration 50Q: 3 clusters Score -1725725 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 17281 members 
Entering Unmasked Estep 
Score: -1725722.875000 Penalty: 5013.152344
	Iteration 51Q: 3 clusters Score -1725723 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 17276 members 
Entering Unmasked Estep 
Score: -1725724.625000 Penalty: 5013.152344
	Iteration 52Q: 3 clusters Score -1725725 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
Score: -1725725.125000 Penalty: 5013.152344
	Iteration 53Q: 3 clusters Score -1725725 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 17249 members 
Entering Unmasked Estep 
Score: -1725726.875000 Penalty: 5013.152344
	Iteration 54Q: 3 clusters Score -1725727 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 17238 members 
Entering Unmasked Estep 
Score: -1725729.125000 Penalty: 5013.152344
	Iteration 55Q: 3 clusters Score -1725729 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 17235 members 
Entering Unmasked Estep 
Score: -1725729.875000 Penalty: 5013.152344
	Iteration 56Q: 3 clusters Score -1725730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 17231 members 
Entering Unmasked Estep 
Score: -1725731.000000 Penalty: 5013.152344
	Iteration 57Q: 3 clusters Score -1725731 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 17230 members 
Entering Unmasked Estep 
Score: -1725731.750000 Penalty: 5013.152344
	Iteration 58Q: 3 clusters Score -1725732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 17229 members 
Entering Unmasked Estep 
Score: -1725731.375000 Penalty: 5013.152344
	Iteration 59Q: 3 clusters Score -1725731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 17227 members 
Entering Unmasked Estep 
Score: -1725727.375000 Penalty: 5013.152344
	Iteration 60F: 3 clusters Score -1725727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 17225 members 
Entering Unmasked Estep 
Score: -1725728.375000 Penalty: 5013.152344
	Iteration 61Q: 3 clusters Score -1725728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 17225 members 
Entering Unmasked Estep 
Score: -1725728.375000 Penalty: 5013.152344
	Iteration 62F: 3 clusters Score -1725728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (15466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Entering Unmasked Estep 
Score: -1229748.875000 Penalty: 2392.307129
	Iteration 0F: 2 clusters Score -1229749 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -1218595.625000 Penalty: 4784.614258
	Iteration 0F: 3 clusters Score -1218596 nChanged 6665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1222163.000000 Penalty: 4784.614258
	Iteration 1F: 3 clusters Score -1222163 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1222641.500000 Penalty: 4784.614258
	Iteration 2F: 3 clusters Score -1222642 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1223119.250000 Penalty: 4784.614258
	Iteration 3F: 3 clusters Score -1223119 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -1223584.625000 Penalty: 4784.614258
	Iteration 4F: 3 clusters Score -1223585 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1224094.500000 Penalty: 4784.614258
	Iteration 5F: 3 clusters Score -1224094 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1224700.375000 Penalty: 4784.614258
	Iteration 6F: 3 clusters Score -1224700 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1225339.625000 Penalty: 4784.614258
	Iteration 7F: 3 clusters Score -1225340 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1225965.000000 Penalty: 4784.614258
	Iteration 8F: 3 clusters Score -1225965 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1226429.375000 Penalty: 4784.614258
	Iteration 9Q: 3 clusters Score -1226429 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1226775.750000 Penalty: 4784.614258
	Iteration 10Q: 3 clusters Score -1226776 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1227053.375000 Penalty: 4784.614258
	Iteration 11Q: 3 clusters Score -1227053 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1227306.250000 Penalty: 4784.614258
	Iteration 12Q: 3 clusters Score -1227306 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1227530.125000 Penalty: 4784.614258
	Iteration 13Q: 3 clusters Score -1227530 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1227717.625000 Penalty: 4784.614258
	Iteration 14Q: 3 clusters Score -1227718 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1227852.250000 Penalty: 4784.614258
	Iteration 15Q: 3 clusters Score -1227852 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1227949.125000 Penalty: 4784.614258
	Iteration 16Q: 3 clusters Score -1227949 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1228015.250000 Penalty: 4784.614258
	Iteration 17Q: 3 clusters Score -1228015 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1228076.000000 Penalty: 4784.614258
	Iteration 18Q: 3 clusters Score -1228076 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1228124.625000 Penalty: 4784.614258
	Iteration 19Q: 3 clusters Score -1228125 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1228168.000000 Penalty: 4784.614258
	Iteration 20F: 3 clusters Score -1228168 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1228199.375000 Penalty: 4784.614258
	Iteration 21Q: 3 clusters Score -1228199 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1228220.375000 Penalty: 4784.614258
	Iteration 22Q: 3 clusters Score -1228220 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1228249.375000 Penalty: 4784.614258
	Iteration 23Q: 3 clusters Score -1228249 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1228277.750000 Penalty: 4784.614258
	Iteration 24Q: 3 clusters Score -1228278 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1228295.875000 Penalty: 4784.614258
	Iteration 25Q: 3 clusters Score -1228296 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1228313.875000 Penalty: 4784.614258
	Iteration 26Q: 3 clusters Score -1228314 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1228332.125000 Penalty: 4784.614258
	Iteration 27Q: 3 clusters Score -1228332 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1228372.250000 Penalty: 4784.614258
	Iteration 28Q: 3 clusters Score -1228372 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -1228413.250000 Penalty: 4784.614258
	Iteration 29Q: 3 clusters Score -1228413 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1228437.750000 Penalty: 4784.614258
	Iteration 30Q: 3 clusters Score -1228438 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -1228477.625000 Penalty: 4784.614258
	Iteration 31Q: 3 clusters Score -1228478 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1228531.625000 Penalty: 4784.614258
	Iteration 32Q: 3 clusters Score -1228532 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1228576.250000 Penalty: 4784.614258
	Iteration 33Q: 3 clusters Score -1228576 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1228615.375000 Penalty: 4784.614258
	Iteration 34Q: 3 clusters Score -1228615 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -1228664.500000 Penalty: 4784.614258
	Iteration 35Q: 3 clusters Score -1228664 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1228706.500000 Penalty: 4784.614258
	Iteration 36Q: 3 clusters Score -1228706 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1228738.250000 Penalty: 4784.614258
	Iteration 37Q: 3 clusters Score -1228738 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -1228780.125000 Penalty: 4784.614258
	Iteration 38Q: 3 clusters Score -1228780 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -1228810.125000 Penalty: 4784.614258
	Iteration 39Q: 3 clusters Score -1228810 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -1228849.000000 Penalty: 4784.614258
	Iteration 40F: 3 clusters Score -1228849 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -1228874.625000 Penalty: 4784.614258
	Iteration 41Q: 3 clusters Score -1228875 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -1228894.500000 Penalty: 4784.614258
	Iteration 42Q: 3 clusters Score -1228894 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -1228916.500000 Penalty: 4784.614258
	Iteration 43Q: 3 clusters Score -1228916 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -1228932.375000 Penalty: 4784.614258
	Iteration 44Q: 3 clusters Score -1228932 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -1228947.875000 Penalty: 4784.614258
	Iteration 45Q: 3 clusters Score -1228948 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -1228955.375000 Penalty: 4784.614258
	Iteration 46Q: 3 clusters Score -1228955 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -1228963.500000 Penalty: 4784.614258
	Iteration 47Q: 3 clusters Score -1228964 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -1228975.500000 Penalty: 4784.614258
	Iteration 48Q: 3 clusters Score -1228976 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -1228987.500000 Penalty: 4784.614258
	Iteration 49Q: 3 clusters Score -1228988 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -1228998.375000 Penalty: 4784.614258
	Iteration 50Q: 3 clusters Score -1228998 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -1229012.125000 Penalty: 4784.614258
	Iteration 51Q: 3 clusters Score -1229012 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -1229024.375000 Penalty: 4784.614258
	Iteration 52Q: 3 clusters Score -1229024 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -1229030.125000 Penalty: 4784.614258
	Iteration 53Q: 3 clusters Score -1229030 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -1229038.375000 Penalty: 4784.614258
	Iteration 54Q: 3 clusters Score -1229038 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -1229042.500000 Penalty: 4784.614258
	Iteration 55Q: 3 clusters Score -1229042 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -1229054.125000 Penalty: 4784.614258
	Iteration 56Q: 3 clusters Score -1229054 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -1229057.750000 Penalty: 4784.614258
	Iteration 57Q: 3 clusters Score -1229058 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1229075.875000 Penalty: 4784.614258
	Iteration 58Q: 3 clusters Score -1229076 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -1229079.125000 Penalty: 4784.614258
	Iteration 59Q: 3 clusters Score -1229079 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -1229080.125000 Penalty: 4784.614258
	Iteration 60F: 3 clusters Score -1229080 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -1229088.875000 Penalty: 4784.614258
	Iteration 61Q: 3 clusters Score -1229089 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -1229099.500000 Penalty: 4784.614258
	Iteration 62Q: 3 clusters Score -1229100 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -1229101.000000 Penalty: 4784.614258
	Iteration 63Q: 3 clusters Score -1229101 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -1229110.125000 Penalty: 4784.614258
	Iteration 64Q: 3 clusters Score -1229110 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -1229113.125000 Penalty: 4784.614258
	Iteration 65Q: 3 clusters Score -1229113 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -1229115.750000 Penalty: 4784.614258
	Iteration 66Q: 3 clusters Score -1229116 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -1229117.250000 Penalty: 4784.614258
	Iteration 67Q: 3 clusters Score -1229117 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -1229124.625000 Penalty: 4784.614258
	Iteration 68Q: 3 clusters Score -1229125 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -1229125.125000 Penalty: 4784.614258
	Iteration 69Q: 3 clusters Score -1229125 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -1229125.250000 Penalty: 4784.614258
	Iteration 70Q: 3 clusters Score -1229125 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -1229124.750000 Penalty: 4784.614258
	Iteration 71Q: 3 clusters Score -1229125 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -1229127.500000 Penalty: 4784.614258
	Iteration 72Q: 3 clusters Score -1229128 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -1229134.000000 Penalty: 4784.614258
	Iteration 73Q: 3 clusters Score -1229134 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -1229139.250000 Penalty: 4784.614258
	Iteration 74Q: 3 clusters Score -1229139 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -1229141.750000 Penalty: 4784.614258
	Iteration 75Q: 3 clusters Score -1229142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -1229143.500000 Penalty: 4784.614258
	Iteration 76Q: 3 clusters Score -1229144 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -1229141.375000 Penalty: 4784.614258
	Iteration 77Q: 3 clusters Score -1229141 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -1229142.500000 Penalty: 4784.614258
	Iteration 78Q: 3 clusters Score -1229142 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -1229145.625000 Penalty: 4784.614258
	Iteration 79Q: 3 clusters Score -1229146 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -1229152.250000 Penalty: 4784.614258
	Iteration 80F: 3 clusters Score -1229152 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -1229151.375000 Penalty: 4784.614258
	Iteration 81Q: 3 clusters Score -1229151 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -1229150.750000 Penalty: 4784.614258
	Iteration 82Q: 3 clusters Score -1229151 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -1229154.000000 Penalty: 4784.614258
	Iteration 83Q: 3 clusters Score -1229154 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -1229156.750000 Penalty: 4784.614258
	Iteration 84Q: 3 clusters Score -1229157 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -1229159.750000 Penalty: 4784.614258
	Iteration 85Q: 3 clusters Score -1229160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -1229160.750000 Penalty: 4784.614258
	Iteration 86Q: 3 clusters Score -1229161 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -1229163.000000 Penalty: 4784.614258
	Iteration 87Q: 3 clusters Score -1229163 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -1229160.500000 Penalty: 4784.614258
	Iteration 88Q: 3 clusters Score -1229160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -1229160.875000 Penalty: 4784.614258
	Iteration 89Q: 3 clusters Score -1229161 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -1229160.250000 Penalty: 4784.614258
	Iteration 90Q: 3 clusters Score -1229160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -1229161.500000 Penalty: 4784.614258
	Iteration 91Q: 3 clusters Score -1229162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -1229162.250000 Penalty: 4784.614258
	Iteration 92Q: 3 clusters Score -1229162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -1229163.750000 Penalty: 4784.614258
	Iteration 93Q: 3 clusters Score -1229164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -1229164.250000 Penalty: 4784.614258
	Iteration 94Q: 3 clusters Score -1229164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -1229163.875000 Penalty: 4784.614258
	Iteration 95Q: 3 clusters Score -1229164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -1229166.000000 Penalty: 4784.614258
	Iteration 96Q: 3 clusters Score -1229166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -1229166.250000 Penalty: 4784.614258
	Iteration 97Q: 3 clusters Score -1229166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -1229170.875000 Penalty: 4784.614258
	Iteration 98Q: 3 clusters Score -1229171 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -1229168.875000 Penalty: 4784.614258
	Iteration 99Q: 3 clusters Score -1229169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -1229169.000000 Penalty: 4784.614258
	Iteration 100F: 3 clusters Score -1229169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -1229170.250000 Penalty: 4784.614258
	Iteration 101Q: 3 clusters Score -1229170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -1229172.000000 Penalty: 4784.614258
	Iteration 102Q: 3 clusters Score -1229172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -1229171.000000 Penalty: 4784.614258
	Iteration 103Q: 3 clusters Score -1229171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -1229173.125000 Penalty: 4784.614258
	Iteration 104Q: 3 clusters Score -1229173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -1229172.000000 Penalty: 4784.614258
	Iteration 105Q: 3 clusters Score -1229172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -1229173.875000 Penalty: 4784.614258
	Iteration 106Q: 3 clusters Score -1229174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -1229173.875000 Penalty: 4784.614258
	Iteration 107F: 3 clusters Score -1229174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -484369.218750 Penalty: 2160.805176
	Iteration 0F: 2 clusters Score -484369.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -479257.500000 Penalty: 4321.610352
	Iteration 0F: 3 clusters Score -479257.5 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -480613.937500 Penalty: 4321.610352
	Iteration 1F: 3 clusters Score -480613.9 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -480888.687500 Penalty: 4321.610352
	Iteration 2F: 3 clusters Score -480888.7 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -481075.781250 Penalty: 4321.610352
	Iteration 3F: 3 clusters Score -481075.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -481219.687500 Penalty: 4321.610352
	Iteration 4Q: 3 clusters Score -481219.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -481322.937500 Penalty: 4321.610352
	Iteration 5Q: 3 clusters Score -481322.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -481412.062500 Penalty: 4321.610352
	Iteration 6Q: 3 clusters Score -481412.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -481474.406250 Penalty: 4321.610352
	Iteration 7Q: 3 clusters Score -481474.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -481542.062500 Penalty: 4321.610352
	Iteration 8Q: 3 clusters Score -481542.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -481603.656250 Penalty: 4321.610352
	Iteration 9Q: 3 clusters Score -481603.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -481646.593750 Penalty: 4321.610352
	Iteration 10Q: 3 clusters Score -481646.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -481689.750000 Penalty: 4321.610352
	Iteration 11Q: 3 clusters Score -481689.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -481729.906250 Penalty: 4321.610352
	Iteration 12Q: 3 clusters Score -481729.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -481770.093750 Penalty: 4321.610352
	Iteration 13Q: 3 clusters Score -481770.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -481805.312500 Penalty: 4321.610352
	Iteration 14Q: 3 clusters Score -481805.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -481839.468750 Penalty: 4321.610352
	Iteration 15Q: 3 clusters Score -481839.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -481870.562500 Penalty: 4321.610352
	Iteration 16Q: 3 clusters Score -481870.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -481905.062500 Penalty: 4321.610352
	Iteration 17Q: 3 clusters Score -481905.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -481946.812500 Penalty: 4321.610352
	Iteration 18Q: 3 clusters Score -481946.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -481993.500000 Penalty: 4321.610352
	Iteration 19Q: 3 clusters Score -481993.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -482027.906250 Penalty: 4321.610352
	Iteration 20F: 3 clusters Score -482027.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -482059.468750 Penalty: 4321.610352
	Iteration 21Q: 3 clusters Score -482059.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -482091.093750 Penalty: 4321.610352
	Iteration 22Q: 3 clusters Score -482091.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -482120.312500 Penalty: 4321.610352
	Iteration 23Q: 3 clusters Score -482120.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -482146.312500 Penalty: 4321.610352
	Iteration 24Q: 3 clusters Score -482146.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -482169.000000 Penalty: 4321.610352
	Iteration 25Q: 3 clusters Score -482169 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -482190.625000 Penalty: 4321.610352
	Iteration 26Q: 3 clusters Score -482190.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -482206.000000 Penalty: 4321.610352
	Iteration 27Q: 3 clusters Score -482206 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -482225.968750 Penalty: 4321.610352
	Iteration 28Q: 3 clusters Score -482226 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -482243.531250 Penalty: 4321.610352
	Iteration 29Q: 3 clusters Score -482243.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -482257.687500 Penalty: 4321.610352
	Iteration 30Q: 3 clusters Score -482257.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -482274.375000 Penalty: 4321.610352
	Iteration 31Q: 3 clusters Score -482274.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -482288.906250 Penalty: 4321.610352
	Iteration 32Q: 3 clusters Score -482288.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -482302.562500 Penalty: 4321.610352
	Iteration 33Q: 3 clusters Score -482302.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -482312.437500 Penalty: 4321.610352
	Iteration 34Q: 3 clusters Score -482312.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -482321.750000 Penalty: 4321.610352
	Iteration 35Q: 3 clusters Score -482321.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -482331.031250 Penalty: 4321.610352
	Iteration 36Q: 3 clusters Score -482331 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -482338.468750 Penalty: 4321.610352
	Iteration 37Q: 3 clusters Score -482338.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -482344.468750 Penalty: 4321.610352
	Iteration 38Q: 3 clusters Score -482344.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -482349.687500 Penalty: 4321.610352
	Iteration 39Q: 3 clusters Score -482349.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -482356.687500 Penalty: 4321.610352
	Iteration 40F: 3 clusters Score -482356.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -482365.718750 Penalty: 4321.610352
	Iteration 41Q: 3 clusters Score -482365.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -482373.187500 Penalty: 4321.610352
	Iteration 42Q: 3 clusters Score -482373.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -482379.750000 Penalty: 4321.610352
	Iteration 43Q: 3 clusters Score -482379.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -482385.718750 Penalty: 4321.610352
	Iteration 44Q: 3 clusters Score -482385.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -482389.343750 Penalty: 4321.610352
	Iteration 45Q: 3 clusters Score -482389.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -482393.593750 Penalty: 4321.610352
	Iteration 46Q: 3 clusters Score -482393.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -482398.781250 Penalty: 4321.610352
	Iteration 47Q: 3 clusters Score -482398.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -482404.625000 Penalty: 4321.610352
	Iteration 48Q: 3 clusters Score -482404.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -482410.468750 Penalty: 4321.610352
	Iteration 49Q: 3 clusters Score -482410.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -482415.750000 Penalty: 4321.610352
	Iteration 50Q: 3 clusters Score -482415.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -482419.156250 Penalty: 4321.610352
	Iteration 51Q: 3 clusters Score -482419.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -482420.687500 Penalty: 4321.610352
	Iteration 52Q: 3 clusters Score -482420.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -482422.468750 Penalty: 4321.610352
	Iteration 53Q: 3 clusters Score -482422.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -482425.468750 Penalty: 4321.610352
	Iteration 54Q: 3 clusters Score -482425.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -482426.718750 Penalty: 4321.610352
	Iteration 55Q: 3 clusters Score -482426.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -482427.437500 Penalty: 4321.610352
	Iteration 56Q: 3 clusters Score -482427.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -482426.406250 Penalty: 4321.610352
	Iteration 57Q: 3 clusters Score -482426.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -482426.406250 Penalty: 4321.610352
	Iteration 58F: 3 clusters Score -482426.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (7826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Entering Unmasked Estep 
Score: -603530.250000 Penalty: 2223.371338
	Iteration 0F: 2 clusters Score -603530.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -597164.812500 Penalty: 4446.742676
	Iteration 0F: 3 clusters Score -597164.8 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -599002.187500 Penalty: 4446.742676
	Iteration 1F: 3 clusters Score -599002.2 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -599301.812500 Penalty: 4446.742676
	Iteration 2F: 3 clusters Score -599301.8 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -599573.375000 Penalty: 4446.742676
	Iteration 3F: 3 clusters Score -599573.4 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -599838.187500 Penalty: 4446.742676
	Iteration 4F: 3 clusters Score -599838.2 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -600082.812500 Penalty: 4446.742676
	Iteration 5Q: 3 clusters Score -600082.8 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -600344.875000 Penalty: 4446.742676
	Iteration 6Q: 3 clusters Score -600344.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -600596.250000 Penalty: 4446.742676
	Iteration 7Q: 3 clusters Score -600596.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -600832.312500 Penalty: 4446.742676
	Iteration 8Q: 3 clusters Score -600832.3 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -601048.125000 Penalty: 4446.742676
	Iteration 9Q: 3 clusters Score -601048.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -601238.500000 Penalty: 4446.742676
	Iteration 10Q: 3 clusters Score -601238.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -601376.312500 Penalty: 4446.742676
	Iteration 11Q: 3 clusters Score -601376.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -601487.250000 Penalty: 4446.742676
	Iteration 12Q: 3 clusters Score -601487.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -601580.750000 Penalty: 4446.742676
	Iteration 13Q: 3 clusters Score -601580.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -601651.812500 Penalty: 4446.742676
	Iteration 14Q: 3 clusters Score -601651.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -601718.312500 Penalty: 4446.742676
	Iteration 15Q: 3 clusters Score -601718.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -601776.687500 Penalty: 4446.742676
	Iteration 16Q: 3 clusters Score -601776.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -601816.812500 Penalty: 4446.742676
	Iteration 17Q: 3 clusters Score -601816.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -601850.875000 Penalty: 4446.742676
	Iteration 18Q: 3 clusters Score -601850.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -601878.812500 Penalty: 4446.742676
	Iteration 19Q: 3 clusters Score -601878.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -601898.250000 Penalty: 4446.742676
	Iteration 20F: 3 clusters Score -601898.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -601907.437500 Penalty: 4446.742676
	Iteration 21Q: 3 clusters Score -601907.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -601916.812500 Penalty: 4446.742676
	Iteration 22Q: 3 clusters Score -601916.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -601921.875000 Penalty: 4446.742676
	Iteration 23Q: 3 clusters Score -601921.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -601924.875000 Penalty: 4446.742676
	Iteration 24Q: 3 clusters Score -601924.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -601926.750000 Penalty: 4446.742676
	Iteration 25Q: 3 clusters Score -601926.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -601927.625000 Penalty: 4446.742676
	Iteration 26Q: 3 clusters Score -601927.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -601928.250000 Penalty: 4446.742676
	Iteration 27Q: 3 clusters Score -601928.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -601928.812500 Penalty: 4446.742676
	Iteration 28Q: 3 clusters Score -601928.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -601930.312500 Penalty: 4446.742676
	Iteration 29Q: 3 clusters Score -601930.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -601932.437500 Penalty: 4446.742676
	Iteration 30Q: 3 clusters Score -601932.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -601932.937500 Penalty: 4446.742676
	Iteration 31Q: 3 clusters Score -601932.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -601932.000000 Penalty: 4446.742676
	Iteration 32Q: 3 clusters Score -601932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -601934.250000 Penalty: 4446.742676
	Iteration 33Q: 3 clusters Score -601934.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -601934.250000 Penalty: 4446.742676
	Iteration 34F: 3 clusters Score -601934.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Entering Unmasked Estep 
Score: -283852.343750 Penalty: 2030.863770
	Iteration 0F: 2 clusters Score -283852.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -280199.437500 Penalty: 4061.727539
	Iteration 0F: 3 clusters Score -280199.4 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -280957.406250 Penalty: 4061.727539
	Iteration 1F: 3 clusters Score -280957.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -281121.125000 Penalty: 4061.727539
	Iteration 2F: 3 clusters Score -281121.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -281215.843750 Penalty: 4061.727539
	Iteration 3Q: 3 clusters Score -281215.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -281302.625000 Penalty: 4061.727539
	Iteration 4Q: 3 clusters Score -281302.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -281353.218750 Penalty: 4061.727539
	Iteration 5Q: 3 clusters Score -281353.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -281374.625000 Penalty: 4061.727539
	Iteration 6Q: 3 clusters Score -281374.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -281391.687500 Penalty: 4061.727539
	Iteration 7Q: 3 clusters Score -281391.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -281402.531250 Penalty: 4061.727539
	Iteration 8Q: 3 clusters Score -281402.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -281413.343750 Penalty: 4061.727539
	Iteration 9Q: 3 clusters Score -281413.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -281418.906250 Penalty: 4061.727539
	Iteration 10Q: 3 clusters Score -281418.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -281423.156250 Penalty: 4061.727539
	Iteration 11Q: 3 clusters Score -281423.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -281425.781250 Penalty: 4061.727539
	Iteration 12Q: 3 clusters Score -281425.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -281427.937500 Penalty: 4061.727539
	Iteration 13Q: 3 clusters Score -281427.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -281430.593750 Penalty: 4061.727539
	Iteration 14Q: 3 clusters Score -281430.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -281431.906250 Penalty: 4061.727539
	Iteration 15Q: 3 clusters Score -281431.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -281433.875000 Penalty: 4061.727539
	Iteration 16Q: 3 clusters Score -281433.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -281435.062500 Penalty: 4061.727539
	Iteration 17Q: 3 clusters Score -281435.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -281436.250000 Penalty: 4061.727539
	Iteration 18Q: 3 clusters Score -281436.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -281437.437500 Penalty: 4061.727539
	Iteration 19Q: 3 clusters Score -281437.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -281438.250000 Penalty: 4061.727539
	Iteration 20F: 3 clusters Score -281438.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -281439.968750 Penalty: 4061.727539
	Iteration 21Q: 3 clusters Score -281440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -281442.156250 Penalty: 4061.727539
	Iteration 22Q: 3 clusters Score -281442.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -281443.187500 Penalty: 4061.727539
	Iteration 23Q: 3 clusters Score -281443.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -281444.218750 Penalty: 4061.727539
	Iteration 24Q: 3 clusters Score -281444.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -281446.187500 Penalty: 4061.727539
	Iteration 25Q: 3 clusters Score -281446.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -281448.437500 Penalty: 4061.727539
	Iteration 26Q: 3 clusters Score -281448.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -281448.281250 Penalty: 4061.727539
	Iteration 27Q: 3 clusters Score -281448.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -281448.281250 Penalty: 4061.727539
	Iteration 28F: 3 clusters Score -281448.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (10003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Entering Unmasked Estep 
Score: -788152.937500 Penalty: 2284.238770
	Iteration 0F: 2 clusters Score -788152.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -780539.125000 Penalty: 4568.477539
	Iteration 0F: 3 clusters Score -780539.1 nChanged 4156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -782760.875000 Penalty: 4568.477539
	Iteration 1F: 3 clusters Score -782760.9 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -783030.875000 Penalty: 4568.477539
	Iteration 2F: 3 clusters Score -783030.9 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -783213.562500 Penalty: 4568.477539
	Iteration 3Q: 3 clusters Score -783213.6 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -783352.000000 Penalty: 4568.477539
	Iteration 4Q: 3 clusters Score -783352 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -783477.750000 Penalty: 4568.477539
	Iteration 5Q: 3 clusters Score -783477.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -783602.687500 Penalty: 4568.477539
	Iteration 6Q: 3 clusters Score -783602.7 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -783726.750000 Penalty: 4568.477539
	Iteration 7Q: 3 clusters Score -783726.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -783882.812500 Penalty: 4568.477539
	Iteration 8Q: 3 clusters Score -783882.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -784068.187500 Penalty: 4568.477539
	Iteration 9Q: 3 clusters Score -784068.2 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -784299.937500 Penalty: 4568.477539
	Iteration 10Q: 3 clusters Score -784299.9 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -784548.500000 Penalty: 4568.477539
	Iteration 11Q: 3 clusters Score -784548.5 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -784832.437500 Penalty: 4568.477539
	Iteration 12Q: 3 clusters Score -784832.4 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -785119.312500 Penalty: 4568.477539
	Iteration 13Q: 3 clusters Score -785119.3 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -785367.187500 Penalty: 4568.477539
	Iteration 14Q: 3 clusters Score -785367.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -785571.125000 Penalty: 4568.477539
	Iteration 15Q: 3 clusters Score -785571.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -785726.562500 Penalty: 4568.477539
	Iteration 16Q: 3 clusters Score -785726.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -785846.875000 Penalty: 4568.477539
	Iteration 17Q: 3 clusters Score -785846.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -785954.062500 Penalty: 4568.477539
	Iteration 18Q: 3 clusters Score -785954.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -786032.687500 Penalty: 4568.477539
	Iteration 19Q: 3 clusters Score -786032.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -786086.062500 Penalty: 4568.477539
	Iteration 20F: 3 clusters Score -786086.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -786106.687500 Penalty: 4568.477539
	Iteration 21Q: 3 clusters Score -786106.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -786119.687500 Penalty: 4568.477539
	Iteration 22Q: 3 clusters Score -786119.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -786132.625000 Penalty: 4568.477539
	Iteration 23Q: 3 clusters Score -786132.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -786141.000000 Penalty: 4568.477539
	Iteration 24Q: 3 clusters Score -786141 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -786151.375000 Penalty: 4568.477539
	Iteration 25Q: 3 clusters Score -786151.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -786153.375000 Penalty: 4568.477539
	Iteration 26Q: 3 clusters Score -786153.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -786156.687500 Penalty: 4568.477539
	Iteration 27Q: 3 clusters Score -786156.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -786160.187500 Penalty: 4568.477539
	Iteration 28Q: 3 clusters Score -786160.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -786165.437500 Penalty: 4568.477539
	Iteration 29Q: 3 clusters Score -786165.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -786171.875000 Penalty: 4568.477539
	Iteration 30Q: 3 clusters Score -786171.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -786174.875000 Penalty: 4568.477539
	Iteration 31Q: 3 clusters Score -786174.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -786179.187500 Penalty: 4568.477539
	Iteration 32Q: 3 clusters Score -786179.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -786180.687500 Penalty: 4568.477539
	Iteration 33Q: 3 clusters Score -786180.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -786182.437500 Penalty: 4568.477539
	Iteration 34Q: 3 clusters Score -786182.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -786183.875000 Penalty: 4568.477539
	Iteration 35Q: 3 clusters Score -786183.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -786187.000000 Penalty: 4568.477539
	Iteration 36Q: 3 clusters Score -786187 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -786189.187500 Penalty: 4568.477539
	Iteration 37Q: 3 clusters Score -786189.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -786190.000000 Penalty: 4568.477539
	Iteration 38Q: 3 clusters Score -786190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -786189.875000 Penalty: 4568.477539
	Iteration 39Q: 3 clusters Score -786189.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -786191.750000 Penalty: 4568.477539
	Iteration 40F: 3 clusters Score -786191.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -786193.125000 Penalty: 4568.477539
	Iteration 41Q: 3 clusters Score -786193.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -786192.437500 Penalty: 4568.477539
	Iteration 42Q: 3 clusters Score -786192.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -786194.437500 Penalty: 4568.477539
	Iteration 43Q: 3 clusters Score -786194.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -786196.250000 Penalty: 4568.477539
	Iteration 44Q: 3 clusters Score -786196.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -786198.312500 Penalty: 4568.477539
	Iteration 45Q: 3 clusters Score -786198.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -786198.187500 Penalty: 4568.477539
	Iteration 46Q: 3 clusters Score -786198.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -786200.562500 Penalty: 4568.477539
	Iteration 47Q: 3 clusters Score -786200.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -786201.437500 Penalty: 4568.477539
	Iteration 48Q: 3 clusters Score -786201.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -786202.375000 Penalty: 4568.477539
	Iteration 49Q: 3 clusters Score -786202.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -786203.812500 Penalty: 4568.477539
	Iteration 50Q: 3 clusters Score -786203.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -786204.312500 Penalty: 4568.477539
	Iteration 51Q: 3 clusters Score -786204.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -786206.187500 Penalty: 4568.477539
	Iteration 52Q: 3 clusters Score -786206.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -786204.875000 Penalty: 4568.477539
	Iteration 53Q: 3 clusters Score -786204.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -786204.875000 Penalty: 4568.477539
	Iteration 54F: 3 clusters Score -786204.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (24817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24817 members 
Entering Unmasked Estep 
Score: -1952403.750000 Penalty: 2509.582520
	Iteration 0F: 2 clusters Score -1952404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -1935237.125000 Penalty: 5019.165039
	Iteration 0F: 3 clusters Score -1935237 nChanged 11045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -1941206.500000 Penalty: 5019.165039
	Iteration 1F: 3 clusters Score -1941206 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -1941738.250000 Penalty: 5019.165039
	Iteration 2F: 3 clusters Score -1941738 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -1942244.000000 Penalty: 5019.165039
	Iteration 3Q: 3 clusters Score -1942244 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -1942766.375000 Penalty: 5019.165039
	Iteration 4Q: 3 clusters Score -1942766 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -1943357.250000 Penalty: 5019.165039
	Iteration 5Q: 3 clusters Score -1943357 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15262 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -1944047.250000 Penalty: 5019.165039
	Iteration 6F: 3 clusters Score -1944047 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16204 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -1944896.000000 Penalty: 5019.165039
	Iteration 7F: 3 clusters Score -1944896 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17284 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1945888.500000 Penalty: 5019.165039
	Iteration 8F: 3 clusters Score -1945888 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18402 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1946935.250000 Penalty: 5019.165039
	Iteration 9F: 3 clusters Score -1946935 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19311 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1947724.750000 Penalty: 5019.165039
	Iteration 10Q: 3 clusters Score -1947725 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20023 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1948350.000000 Penalty: 5019.165039
	Iteration 11Q: 3 clusters Score -1948350 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20572 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1948758.500000 Penalty: 5019.165039
	Iteration 12Q: 3 clusters Score -1948758 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20996 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -1949032.500000 Penalty: 5019.165039
	Iteration 13Q: 3 clusters Score -1949032 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21334 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1949232.625000 Penalty: 5019.165039
	Iteration 14Q: 3 clusters Score -1949233 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21621 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1949378.000000 Penalty: 5019.165039
	Iteration 15Q: 3 clusters Score -1949378 nChanged 277
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21872 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1949497.000000 Penalty: 5019.165039
	Iteration 16Q: 3 clusters Score -1949497 nChanged 226
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22076 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1949586.375000 Penalty: 5019.165039
	Iteration 17Q: 3 clusters Score -1949586 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22258 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1949670.750000 Penalty: 5019.165039
	Iteration 18Q: 3 clusters Score -1949671 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22444 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1949753.625000 Penalty: 5019.165039
	Iteration 19Q: 3 clusters Score -1949754 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22599 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1949811.375000 Penalty: 5019.165039
	Iteration 20F: 3 clusters Score -1949811 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22728 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1949872.250000 Penalty: 5019.165039
	Iteration 21Q: 3 clusters Score -1949872 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22851 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1949932.875000 Penalty: 5019.165039
	Iteration 22Q: 3 clusters Score -1949933 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22964 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1949975.750000 Penalty: 5019.165039
	Iteration 23Q: 3 clusters Score -1949976 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23071 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1950026.250000 Penalty: 5019.165039
	Iteration 24Q: 3 clusters Score -1950026 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23182 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1950080.875000 Penalty: 5019.165039
	Iteration 25Q: 3 clusters Score -1950081 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23259 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1950118.250000 Penalty: 5019.165039
	Iteration 26Q: 3 clusters Score -1950118 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23326 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1950148.125000 Penalty: 5019.165039
	Iteration 27Q: 3 clusters Score -1950148 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23385 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1950187.500000 Penalty: 5019.165039
	Iteration 28Q: 3 clusters Score -1950188 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23456 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1950221.125000 Penalty: 5019.165039
	Iteration 29Q: 3 clusters Score -1950221 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23511 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1950235.625000 Penalty: 5019.165039
	Iteration 30Q: 3 clusters Score -1950236 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23547 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1950248.750000 Penalty: 5019.165039
	Iteration 31Q: 3 clusters Score -1950249 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23572 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1950255.125000 Penalty: 5019.165039
	Iteration 32Q: 3 clusters Score -1950255 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23597 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1950260.250000 Penalty: 5019.165039
	Iteration 33Q: 3 clusters Score -1950260 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23610 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1950274.500000 Penalty: 5019.165039
	Iteration 34Q: 3 clusters Score -1950274 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23625 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1950273.000000 Penalty: 5019.165039
	Iteration 35Q: 3 clusters Score -1950273 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23640 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1950276.000000 Penalty: 5019.165039
	Iteration 36Q: 3 clusters Score -1950276 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23655 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1950286.250000 Penalty: 5019.165039
	Iteration 37Q: 3 clusters Score -1950286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23663 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1950289.000000 Penalty: 5019.165039
	Iteration 38Q: 3 clusters Score -1950289 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23664 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1950292.625000 Penalty: 5019.165039
	Iteration 39Q: 3 clusters Score -1950293 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23669 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1950294.750000 Penalty: 5019.165039
	Iteration 40F: 3 clusters Score -1950295 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23673 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1950297.375000 Penalty: 5019.165039
	Iteration 41Q: 3 clusters Score -1950297 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23681 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1950301.625000 Penalty: 5019.165039
	Iteration 42Q: 3 clusters Score -1950302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23689 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1950303.625000 Penalty: 5019.165039
	Iteration 43Q: 3 clusters Score -1950304 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23697 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1950308.500000 Penalty: 5019.165039
	Iteration 44Q: 3 clusters Score -1950308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23699 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1950308.375000 Penalty: 5019.165039
	Iteration 45Q: 3 clusters Score -1950308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23704 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1950313.000000 Penalty: 5019.165039
	Iteration 46Q: 3 clusters Score -1950313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23706 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1950311.500000 Penalty: 5019.165039
	Iteration 47Q: 3 clusters Score -1950312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23707 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1950310.000000 Penalty: 5019.165039
	Iteration 48Q: 3 clusters Score -1950310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23710 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1950310.375000 Penalty: 5019.165039
	Iteration 49Q: 3 clusters Score -1950310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23716 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1950313.375000 Penalty: 5019.165039
	Iteration 50Q: 3 clusters Score -1950313 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23720 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1950315.000000 Penalty: 5019.165039
	Iteration 51Q: 3 clusters Score -1950315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23724 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1950312.875000 Penalty: 5019.165039
	Iteration 52Q: 3 clusters Score -1950313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23724 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1950314.750000 Penalty: 5019.165039
	Iteration 53Q: 3 clusters Score -1950315 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23727 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1950318.250000 Penalty: 5019.165039
	Iteration 54Q: 3 clusters Score -1950318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23733 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1950317.500000 Penalty: 5019.165039
	Iteration 55Q: 3 clusters Score -1950318 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23739 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1950320.250000 Penalty: 5019.165039
	Iteration 56Q: 3 clusters Score -1950320 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23747 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1950321.375000 Penalty: 5019.165039
	Iteration 57Q: 3 clusters Score -1950321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23749 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1950324.875000 Penalty: 5019.165039
	Iteration 58Q: 3 clusters Score -1950325 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23753 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1950327.750000 Penalty: 5019.165039
	Iteration 59Q: 3 clusters Score -1950328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23756 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1950328.250000 Penalty: 5019.165039
	Iteration 60F: 3 clusters Score -1950328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23758 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1950328.250000 Penalty: 5019.165039
	Iteration 61Q: 3 clusters Score -1950328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23759 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1950328.125000 Penalty: 5019.165039
	Iteration 62Q: 3 clusters Score -1950328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23761 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1950326.000000 Penalty: 5019.165039
	Iteration 63Q: 3 clusters Score -1950326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23762 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1950327.750000 Penalty: 5019.165039
	Iteration 64Q: 3 clusters Score -1950328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23763 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1950326.125000 Penalty: 5019.165039
	Iteration 65Q: 3 clusters Score -1950326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23764 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1950330.625000 Penalty: 5019.165039
	Iteration 66Q: 3 clusters Score -1950331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23767 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1950328.000000 Penalty: 5019.165039
	Iteration 67Q: 3 clusters Score -1950328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23773 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1950328.625000 Penalty: 5019.165039
	Iteration 68Q: 3 clusters Score -1950329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23776 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1950331.000000 Penalty: 5019.165039
	Iteration 69Q: 3 clusters Score -1950331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23778 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1950329.875000 Penalty: 5019.165039
	Iteration 70Q: 3 clusters Score -1950330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23779 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1950328.625000 Penalty: 5019.165039
	Iteration 71Q: 3 clusters Score -1950329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23781 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1950328.250000 Penalty: 5019.165039
	Iteration 72Q: 3 clusters Score -1950328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23783 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1950330.875000 Penalty: 5019.165039
	Iteration 73Q: 3 clusters Score -1950331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23786 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1950331.375000 Penalty: 5019.165039
	Iteration 74Q: 3 clusters Score -1950331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23788 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1950334.000000 Penalty: 5019.165039
	Iteration 75Q: 3 clusters Score -1950334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23791 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1950334.875000 Penalty: 5019.165039
	Iteration 76Q: 3 clusters Score -1950335 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23793 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1950334.375000 Penalty: 5019.165039
	Iteration 77Q: 3 clusters Score -1950334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23795 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1950336.000000 Penalty: 5019.165039
	Iteration 78Q: 3 clusters Score -1950336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23801 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1950338.250000 Penalty: 5019.165039
	Iteration 79Q: 3 clusters Score -1950338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23805 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1950339.625000 Penalty: 5019.165039
	Iteration 80F: 3 clusters Score -1950340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23808 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1950339.750000 Penalty: 5019.165039
	Iteration 81Q: 3 clusters Score -1950340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23809 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1950339.125000 Penalty: 5019.165039
	Iteration 82Q: 3 clusters Score -1950339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23812 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1950338.750000 Penalty: 5019.165039
	Iteration 83Q: 3 clusters Score -1950339 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23814 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1950338.000000 Penalty: 5019.165039
	Iteration 84Q: 3 clusters Score -1950338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23815 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1950337.250000 Penalty: 5019.165039
	Iteration 85Q: 3 clusters Score -1950337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23817 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1950340.500000 Penalty: 5019.165039
	Iteration 86Q: 3 clusters Score -1950340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23820 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1950344.750000 Penalty: 5019.165039
	Iteration 87Q: 3 clusters Score -1950345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23824 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1950344.875000 Penalty: 5019.165039
	Iteration 88Q: 3 clusters Score -1950345 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23827 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1950346.625000 Penalty: 5019.165039
	Iteration 89Q: 3 clusters Score -1950347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23830 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1950345.500000 Penalty: 5019.165039
	Iteration 90Q: 3 clusters Score -1950346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23832 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1950345.125000 Penalty: 5019.165039
	Iteration 91Q: 3 clusters Score -1950345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23833 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1950347.000000 Penalty: 5019.165039
	Iteration 92Q: 3 clusters Score -1950347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23835 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1950347.750000 Penalty: 5019.165039
	Iteration 93Q: 3 clusters Score -1950348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23839 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1950347.500000 Penalty: 5019.165039
	Iteration 94Q: 3 clusters Score -1950348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23842 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1950344.500000 Penalty: 5019.165039
	Iteration 95Q: 3 clusters Score -1950344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23844 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1950344.750000 Penalty: 5019.165039
	Iteration 96Q: 3 clusters Score -1950345 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23844 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1950344.750000 Penalty: 5019.165039
	Iteration 97F: 3 clusters Score -1950345 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Entering Unmasked Estep 
Score: -260594.031250 Penalty: 2012.945435
	Iteration 0F: 2 clusters Score -260594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -257135.062500 Penalty: 4025.890869
	Iteration 0F: 3 clusters Score -257135.1 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -257811.968750 Penalty: 4025.890869
	Iteration 1F: 3 clusters Score -257812 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -257948.765625 Penalty: 4025.890869
	Iteration 2F: 3 clusters Score -257948.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -258035.015625 Penalty: 4025.890869
	Iteration 3Q: 3 clusters Score -258035 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -258088.781250 Penalty: 4025.890869
	Iteration 4Q: 3 clusters Score -258088.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -258139.828125 Penalty: 4025.890869
	Iteration 5Q: 3 clusters Score -258139.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -258182.765625 Penalty: 4025.890869
	Iteration 6Q: 3 clusters Score -258182.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -258213.625000 Penalty: 4025.890869
	Iteration 7Q: 3 clusters Score -258213.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -258249.171875 Penalty: 4025.890869
	Iteration 8Q: 3 clusters Score -258249.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -258275.312500 Penalty: 4025.890869
	Iteration 9Q: 3 clusters Score -258275.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -258292.203125 Penalty: 4025.890869
	Iteration 10Q: 3 clusters Score -258292.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -258309.578125 Penalty: 4025.890869
	Iteration 11Q: 3 clusters Score -258309.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -258328.093750 Penalty: 4025.890869
	Iteration 12Q: 3 clusters Score -258328.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -258344.390625 Penalty: 4025.890869
	Iteration 13Q: 3 clusters Score -258344.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -258363.000000 Penalty: 4025.890869
	Iteration 14Q: 3 clusters Score -258363 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -258382.437500 Penalty: 4025.890869
	Iteration 15Q: 3 clusters Score -258382.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -258394.703125 Penalty: 4025.890869
	Iteration 16Q: 3 clusters Score -258394.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -258404.421875 Penalty: 4025.890869
	Iteration 17Q: 3 clusters Score -258404.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -258418.156250 Penalty: 4025.890869
	Iteration 18Q: 3 clusters Score -258418.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -258428.203125 Penalty: 4025.890869
	Iteration 19Q: 3 clusters Score -258428.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -258442.593750 Penalty: 4025.890869
	Iteration 20F: 3 clusters Score -258442.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -258458.734375 Penalty: 4025.890869
	Iteration 21Q: 3 clusters Score -258458.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -258467.625000 Penalty: 4025.890869
	Iteration 22Q: 3 clusters Score -258467.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -258474.984375 Penalty: 4025.890869
	Iteration 23Q: 3 clusters Score -258475 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -258483.125000 Penalty: 4025.890869
	Iteration 24Q: 3 clusters Score -258483.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -258491.171875 Penalty: 4025.890869
	Iteration 25Q: 3 clusters Score -258491.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -258496.718750 Penalty: 4025.890869
	Iteration 26Q: 3 clusters Score -258496.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -258503.843750 Penalty: 4025.890869
	Iteration 27Q: 3 clusters Score -258503.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -258513.343750 Penalty: 4025.890869
	Iteration 28Q: 3 clusters Score -258513.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -258520.218750 Penalty: 4025.890869
	Iteration 29Q: 3 clusters Score -258520.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -258524.609375 Penalty: 4025.890869
	Iteration 30Q: 3 clusters Score -258524.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -258530.187500 Penalty: 4025.890869
	Iteration 31Q: 3 clusters Score -258530.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -258537.875000 Penalty: 4025.890869
	Iteration 32Q: 3 clusters Score -258537.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -258543.453125 Penalty: 4025.890869
	Iteration 33Q: 3 clusters Score -258543.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -258548.484375 Penalty: 4025.890869
	Iteration 34Q: 3 clusters Score -258548.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -258551.015625 Penalty: 4025.890869
	Iteration 35Q: 3 clusters Score -258551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -258553.500000 Penalty: 4025.890869
	Iteration 36Q: 3 clusters Score -258553.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -258554.812500 Penalty: 4025.890869
	Iteration 37Q: 3 clusters Score -258554.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -258556.625000 Penalty: 4025.890869
	Iteration 38Q: 3 clusters Score -258556.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -258558.515625 Penalty: 4025.890869
	Iteration 39Q: 3 clusters Score -258558.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -258562.875000 Penalty: 4025.890869
	Iteration 40F: 3 clusters Score -258562.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -258566.984375 Penalty: 4025.890869
	Iteration 41Q: 3 clusters Score -258567 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -258572.453125 Penalty: 4025.890869
	Iteration 42Q: 3 clusters Score -258572.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -258580.187500 Penalty: 4025.890869
	Iteration 43Q: 3 clusters Score -258580.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -258583.578125 Penalty: 4025.890869
	Iteration 44Q: 3 clusters Score -258583.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -258587.359375 Penalty: 4025.890869
	Iteration 45Q: 3 clusters Score -258587.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -258589.234375 Penalty: 4025.890869
	Iteration 46Q: 3 clusters Score -258589.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -258591.281250 Penalty: 4025.890869
	Iteration 47Q: 3 clusters Score -258591.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -258593.437500 Penalty: 4025.890869
	Iteration 48Q: 3 clusters Score -258593.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -258596.406250 Penalty: 4025.890869
	Iteration 49Q: 3 clusters Score -258596.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -258597.703125 Penalty: 4025.890869
	Iteration 50Q: 3 clusters Score -258597.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -258598.859375 Penalty: 4025.890869
	Iteration 51Q: 3 clusters Score -258598.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -258600.890625 Penalty: 4025.890869
	Iteration 52Q: 3 clusters Score -258600.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -258603.921875 Penalty: 4025.890869
	Iteration 53Q: 3 clusters Score -258603.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -258604.578125 Penalty: 4025.890869
	Iteration 54Q: 3 clusters Score -258604.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -258604.312500 Penalty: 4025.890869
	Iteration 55Q: 3 clusters Score -258604.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -258604.312500 Penalty: 4025.890869
	Iteration 56F: 3 clusters Score -258604.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (10064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Entering Unmasked Estep 
Score: -815900.500000 Penalty: 2285.746582
	Iteration 0F: 2 clusters Score -815900.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -808161.062500 Penalty: 4571.493164
	Iteration 0F: 3 clusters Score -808161.1 nChanged 4184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -810451.875000 Penalty: 4571.493164
	Iteration 1F: 3 clusters Score -810451.9 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -810819.000000 Penalty: 4571.493164
	Iteration 2F: 3 clusters Score -810819 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -811124.125000 Penalty: 4571.493164
	Iteration 3F: 3 clusters Score -811124.1 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -811438.000000 Penalty: 4571.493164
	Iteration 4F: 3 clusters Score -811438 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -811768.000000 Penalty: 4571.493164
	Iteration 5F: 3 clusters Score -811768 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -812167.312500 Penalty: 4571.493164
	Iteration 6F: 3 clusters Score -812167.3 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -812573.250000 Penalty: 4571.493164
	Iteration 7F: 3 clusters Score -812573.2 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -812915.812500 Penalty: 4571.493164
	Iteration 8Q: 3 clusters Score -812915.8 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -813191.562500 Penalty: 4571.493164
	Iteration 9Q: 3 clusters Score -813191.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -813413.375000 Penalty: 4571.493164
	Iteration 10Q: 3 clusters Score -813413.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -813535.625000 Penalty: 4571.493164
	Iteration 11Q: 3 clusters Score -813535.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -813637.250000 Penalty: 4571.493164
	Iteration 12Q: 3 clusters Score -813637.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -813708.437500 Penalty: 4571.493164
	Iteration 13Q: 3 clusters Score -813708.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -813767.312500 Penalty: 4571.493164
	Iteration 14Q: 3 clusters Score -813767.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -813814.375000 Penalty: 4571.493164
	Iteration 15Q: 3 clusters Score -813814.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -813851.750000 Penalty: 4571.493164
	Iteration 16Q: 3 clusters Score -813851.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -813881.937500 Penalty: 4571.493164
	Iteration 17Q: 3 clusters Score -813881.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -813909.187500 Penalty: 4571.493164
	Iteration 18Q: 3 clusters Score -813909.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -813929.812500 Penalty: 4571.493164
	Iteration 19Q: 3 clusters Score -813929.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -813940.437500 Penalty: 4571.493164
	Iteration 20F: 3 clusters Score -813940.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -813956.875000 Penalty: 4571.493164
	Iteration 21Q: 3 clusters Score -813956.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -813974.562500 Penalty: 4571.493164
	Iteration 22Q: 3 clusters Score -813974.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -813997.812500 Penalty: 4571.493164
	Iteration 23Q: 3 clusters Score -813997.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -814016.187500 Penalty: 4571.493164
	Iteration 24Q: 3 clusters Score -814016.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -814030.125000 Penalty: 4571.493164
	Iteration 25Q: 3 clusters Score -814030.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -814037.125000 Penalty: 4571.493164
	Iteration 26Q: 3 clusters Score -814037.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -814045.875000 Penalty: 4571.493164
	Iteration 27Q: 3 clusters Score -814045.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -814049.250000 Penalty: 4571.493164
	Iteration 28Q: 3 clusters Score -814049.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -814052.500000 Penalty: 4571.493164
	Iteration 29Q: 3 clusters Score -814052.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -814054.875000 Penalty: 4571.493164
	Iteration 30Q: 3 clusters Score -814054.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -814055.562500 Penalty: 4571.493164
	Iteration 31Q: 3 clusters Score -814055.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -814058.062500 Penalty: 4571.493164
	Iteration 32Q: 3 clusters Score -814058.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -814058.250000 Penalty: 4571.493164
	Iteration 33Q: 3 clusters Score -814058.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -814060.687500 Penalty: 4571.493164
	Iteration 34Q: 3 clusters Score -814060.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -814062.937500 Penalty: 4571.493164
	Iteration 35Q: 3 clusters Score -814062.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -814063.312500 Penalty: 4571.493164
	Iteration 36Q: 3 clusters Score -814063.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -814063.125000 Penalty: 4571.493164
	Iteration 37Q: 3 clusters Score -814063.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -814065.562500 Penalty: 4571.493164
	Iteration 38Q: 3 clusters Score -814065.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -814066.500000 Penalty: 4571.493164
	Iteration 39Q: 3 clusters Score -814066.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -814067.062500 Penalty: 4571.493164
	Iteration 40F: 3 clusters Score -814067.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -814068.375000 Penalty: 4571.493164
	Iteration 41Q: 3 clusters Score -814068.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -814069.187500 Penalty: 4571.493164
	Iteration 42Q: 3 clusters Score -814069.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -814068.437500 Penalty: 4571.493164
	Iteration 43Q: 3 clusters Score -814068.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -814068.437500 Penalty: 4571.493164
	Iteration 44F: 3 clusters Score -814068.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 2934 members 
Mstep: Class 3 contains 109367 members 
Mstep: Class 4 contains 3716 members 
Mstep: Class 5 contains 386475 members 
Mstep: Class 6 contains 4472 members 
Mstep: Class 7 contains 5925 members 
Mstep: Class 8 contains 6839 members 
Mstep: Class 9 contains 5231 members 
Mstep: Class 10 contains 30331 members 
Mstep: Class 11 contains 215180 members 
Mstep: Class 12 contains 49565 members 
Mstep: Class 13 contains 154217 members 
Mstep: Class 14 contains 76808 members 
Mstep: Class 15 contains 74636 members 
Mstep: Class 16 contains 88537 members 
Mstep: Class 17 contains 2123 members 
Mstep: Class 18 contains 28158 members 
Mstep: Class 19 contains 4563 members 
Mstep: Class 20 contains 8481 members 
Mstep: Class 21 contains 45313 members 
Mstep: Class 22 contains 27962 members 
Mstep: Class 23 contains 9120 members 
Mstep: Class 24 contains 7577 members 
Mstep: Class 25 contains 24518 members 
Mstep: Class 26 contains 15466 members 
Mstep: Class 27 contains 6081 members 
Mstep: Class 28 contains 7826 members 
Mstep: Class 29 contains 3601 members 
Mstep: Class 30 contains 10003 members 
Mstep: Class 31 contains 24817 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 10064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982040.000000 Penalty: 116180.585938
Iteration 399Q: 34 clusters Score -1.11982e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 2934 members 
Mstep: Class 3 contains 109399 members 
Mstep: Class 4 contains 3716 members 
Mstep: Class 5 contains 386447 members 
Mstep: Class 6 contains 4472 members 
Mstep: Class 7 contains 5925 members 
Mstep: Class 8 contains 6839 members 
Mstep: Class 9 contains 5231 members 
Mstep: Class 10 contains 30331 members 
Mstep: Class 11 contains 215181 members 
Mstep: Class 12 contains 49560 members 
Mstep: Class 13 contains 154217 members 
Mstep: Class 14 contains 76807 members 
Mstep: Class 15 contains 74636 members 
Mstep: Class 16 contains 88538 members 
Mstep: Class 17 contains 2123 members 
Mstep: Class 18 contains 28156 members 
Mstep: Class 19 contains 4563 members 
Mstep: Class 20 contains 8481 members 
Mstep: Class 21 contains 45313 members 
Mstep: Class 22 contains 27963 members 
Mstep: Class 23 contains 9120 members 
Mstep: Class 24 contains 7577 members 
Mstep: Class 25 contains 24518 members 
Mstep: Class 26 contains 15466 members 
Mstep: Class 27 contains 6081 members 
Mstep: Class 28 contains 7826 members 
Mstep: Class 29 contains 3601 members 
Mstep: Class 30 contains 10003 members 
Mstep: Class 31 contains 24818 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 10064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982120.000000 Penalty: 116180.585938
Iteration 400F: 34 clusters Score -1.119821e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 2934 members 
Mstep: Class 3 contains 109433 members 
Mstep: Class 4 contains 3716 members 
Mstep: Class 5 contains 386420 members 
Mstep: Class 6 contains 4472 members 
Mstep: Class 7 contains 5925 members 
Mstep: Class 8 contains 6839 members 
Mstep: Class 9 contains 5231 members 
Mstep: Class 10 contains 30331 members 
Mstep: Class 11 contains 215183 members 
Mstep: Class 12 contains 49555 members 
Mstep: Class 13 contains 154217 members 
Mstep: Class 14 contains 76806 members 
Mstep: Class 15 contains 74636 members 
Mstep: Class 16 contains 88539 members 
Mstep: Class 17 contains 2123 members 
Mstep: Class 18 contains 28152 members 
Mstep: Class 19 contains 4562 members 
Mstep: Class 20 contains 8481 members 
Mstep: Class 21 contains 45313 members 
Mstep: Class 22 contains 27963 members 
Mstep: Class 23 contains 9120 members 
Mstep: Class 24 contains 7577 members 
Mstep: Class 25 contains 24518 members 
Mstep: Class 26 contains 15466 members 
Mstep: Class 27 contains 6081 members 
Mstep: Class 28 contains 7826 members 
Mstep: Class 29 contains 3601 members 
Mstep: Class 30 contains 10003 members 
Mstep: Class 31 contains 24819 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 10064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982072.000000 Penalty: 116180.585938
Iteration 401Q: 34 clusters Score -1.119821e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 2934 members 
Mstep: Class 3 contains 109454 members 
Mstep: Class 4 contains 3716 members 
Mstep: Class 5 contains 386393 members 
Mstep: Class 6 contains 4472 members 
Mstep: Class 7 contains 5925 members 
Mstep: Class 8 contains 6839 members 
Mstep: Class 9 contains 5231 members 
Mstep: Class 10 contains 30331 members 
Mstep: Class 11 contains 215186 members 
Mstep: Class 12 contains 49555 members 
Mstep: Class 13 contains 154217 members 
Mstep: Class 14 contains 76808 members 
Mstep: Class 15 contains 74636 members 
Mstep: Class 16 contains 88540 members 
Mstep: Class 17 contains 2123 members 
Mstep: Class 18 contains 28150 members 
Mstep: Class 19 contains 4561 members 
Mstep: Class 20 contains 8481 members 
Mstep: Class 21 contains 45313 members 
Mstep: Class 22 contains 27964 members 
Mstep: Class 23 contains 9120 members 
Mstep: Class 24 contains 7577 members 
Mstep: Class 25 contains 24518 members 
Mstep: Class 26 contains 15466 members 
Mstep: Class 27 contains 6081 members 
Mstep: Class 28 contains 7826 members 
Mstep: Class 29 contains 3601 members 
Mstep: Class 30 contains 10003 members 
Mstep: Class 31 contains 24821 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 10064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982128.000000 Penalty: 116180.585938
Iteration 402Q: 34 clusters Score -1.119821e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 2934 members 
Mstep: Class 3 contains 109472 members 
Mstep: Class 4 contains 3716 members 
Mstep: Class 5 contains 386370 members 
Mstep: Class 6 contains 4472 members 
Mstep: Class 7 contains 5925 members 
Mstep: Class 8 contains 6839 members 
Mstep: Class 9 contains 5231 members 
Mstep: Class 10 contains 30330 members 
Mstep: Class 11 contains 215190 members 
Mstep: Class 12 contains 49555 members 
Mstep: Class 13 contains 154217 members 
Mstep: Class 14 contains 76811 members 
Mstep: Class 15 contains 74636 members 
Mstep: Class 16 contains 88540 members 
Mstep: Class 17 contains 2123 members 
Mstep: Class 18 contains 28148 members 
Mstep: Class 19 contains 4560 members 
Mstep: Class 20 contains 8481 members 
Mstep: Class 21 contains 45312 members 
Mstep: Class 22 contains 27964 members 
Mstep: Class 23 contains 9120 members 
Mstep: Class 24 contains 7577 members 
Mstep: Class 25 contains 24518 members 
Mstep: Class 26 contains 15466 members 
Mstep: Class 27 contains 6081 members 
Mstep: Class 28 contains 7826 members 
Mstep: Class 29 contains 3601 members 
Mstep: Class 30 contains 10003 members 
Mstep: Class 31 contains 24824 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 10064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982088.000000 Penalty: 116180.585938
Iteration 403Q: 34 clusters Score -1.119821e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 2934 members 
Mstep: Class 3 contains 109494 members 
Mstep: Class 4 contains 3716 members 
Mstep: Class 5 contains 386343 members 
Mstep: Class 6 contains 4472 members 
Mstep: Class 7 contains 5924 members 
Mstep: Class 8 contains 6839 members 
Mstep: Class 9 contains 5231 members 
Mstep: Class 10 contains 30329 members 
Mstep: Class 11 contains 215200 members 
Mstep: Class 12 contains 49551 members 
Mstep: Class 13 contains 154217 members 
Mstep: Class 14 contains 76810 members 
Mstep: Class 15 contains 74637 members 
Mstep: Class 16 contains 88538 members 
Mstep: Class 17 contains 2123 members 
Mstep: Class 18 contains 28146 members 
Mstep: Class 19 contains 4560 members 
Mstep: Class 20 contains 8481 members 
Mstep: Class 21 contains 45310 members 
Mstep: Class 22 contains 27965 members 
Mstep: Class 23 contains 9120 members 
Mstep: Class 24 contains 7577 members 
Mstep: Class 25 contains 24518 members 
Mstep: Class 26 contains 15466 members 
Mstep: Class 27 contains 6081 members 
Mstep: Class 28 contains 7826 members 
Mstep: Class 29 contains 3601 members 
Mstep: Class 30 contains 10003 members 
Mstep: Class 31 contains 24830 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 10064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982024.000000 Penalty: 116180.585938
Iteration 404Q: 34 clusters Score -1.11982e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 2934 members 
Mstep: Class 3 contains 109511 members 
Mstep: Class 4 contains 3716 members 
Mstep: Class 5 contains 386328 members 
Mstep: Class 6 contains 4472 members 
Mstep: Class 7 contains 5922 members 
Mstep: Class 8 contains 6839 members 
Mstep: Class 9 contains 5231 members 
Mstep: Class 10 contains 30329 members 
Mstep: Class 11 contains 215202 members 
Mstep: Class 12 contains 49546 members 
Mstep: Class 13 contains 154217 members 
Mstep: Class 14 contains 76811 members 
Mstep: Class 15 contains 74637 members 
Mstep: Class 16 contains 88539 members 
Mstep: Class 17 contains 2123 members 
Mstep: Class 18 contains 28142 members 
Mstep: Class 19 contains 4560 members 
Mstep: Class 20 contains 8481 members 
Mstep: Class 21 contains 45311 members 
Mstep: Class 22 contains 27965 members 
Mstep: Class 23 contains 9120 members 
Mstep: Class 24 contains 7577 members 
Mstep: Class 25 contains 24520 members 
Mstep: Class 26 contains 15466 members 
Mstep: Class 27 contains 6081 members 
Mstep: Class 28 contains 7826 members 
Mstep: Class 29 contains 3601 members 
Mstep: Class 30 contains 10003 members 
Mstep: Class 31 contains 24832 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 10064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982072.000000 Penalty: 116180.585938
Iteration 405Q: 34 clusters Score -1.119821e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 2934 members 
Mstep: Class 3 contains 109522 members 
Mstep: Class 4 contains 3716 members 
Mstep: Class 5 contains 386313 members 
Mstep: Class 6 contains 4472 members 
Mstep: Class 7 contains 5921 members 
Mstep: Class 8 contains 6839 members 
Mstep: Class 9 contains 5231 members 
Mstep: Class 10 contains 30329 members 
Mstep: Class 11 contains 215203 members 
Mstep: Class 12 contains 49543 members 
Mstep: Class 13 contains 154217 members 
Mstep: Class 14 contains 76815 members 
Mstep: Class 15 contains 74637 members 
Mstep: Class 16 contains 88542 members 
Mstep: Class 17 contains 2123 members 
Mstep: Class 18 contains 28138 members 
Mstep: Class 19 contains 4560 members 
Mstep: Class 20 contains 8481 members 
Mstep: Class 21 contains 45310 members 
Mstep: Class 22 contains 27967 members 
Mstep: Class 23 contains 9120 members 
Mstep: Class 24 contains 7578 members 
Mstep: Class 25 contains 24521 members 
Mstep: Class 26 contains 15466 members 
Mstep: Class 27 contains 6081 members 
Mstep: Class 28 contains 7826 members 
Mstep: Class 29 contains 3601 members 
Mstep: Class 30 contains 10003 members 
Mstep: Class 31 contains 24832 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 10065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982024.000000 Penalty: 116180.585938
Iteration 406Q: 34 clusters Score -1.11982e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 2934 members 
Mstep: Class 3 contains 109536 members 
Mstep: Class 4 contains 3716 members 
Mstep: Class 5 contains 386296 members 
Mstep: Class 6 contains 4472 members 
Mstep: Class 7 contains 5921 members 
Mstep: Class 8 contains 6840 members 
Mstep: Class 9 contains 5231 members 
Mstep: Class 10 contains 30328 members 
Mstep: Class 11 contains 215206 members 
Mstep: Class 12 contains 49541 members 
Mstep: Class 13 contains 154217 members 
Mstep: Class 14 contains 76816 members 
Mstep: Class 15 contains 74637 members 
Mstep: Class 16 contains 88543 members 
Mstep: Class 17 contains 2123 members 
Mstep: Class 18 contains 28137 members 
Mstep: Class 19 contains 4560 members 
Mstep: Class 20 contains 8481 members 
Mstep: Class 21 contains 45310 members 
Mstep: Class 22 contains 27968 members 
Mstep: Class 23 contains 9120 members 
Mstep: Class 24 contains 7578 members 
Mstep: Class 25 contains 24523 members 
Mstep: Class 26 contains 15465 members 
Mstep: Class 27 contains 6081 members 
Mstep: Class 28 contains 7826 members 
Mstep: Class 29 contains 3601 members 
Mstep: Class 30 contains 10003 members 
Mstep: Class 31 contains 24833 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 10063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982096.000000 Penalty: 116180.585938
Iteration 407Q: 34 clusters Score -1.119821e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 2934 members 
Mstep: Class 3 contains 109551 members 
Mstep: Class 4 contains 3716 members 
Mstep: Class 5 contains 386276 members 
Mstep: Class 6 contains 4472 members 
Mstep: Class 7 contains 5921 members 
Mstep: Class 8 contains 6840 members 
Mstep: Class 9 contains 5231 members 
Mstep: Class 10 contains 30327 members 
Mstep: Class 11 contains 215207 members 
Mstep: Class 12 contains 49541 members 
Mstep: Class 13 contains 154217 members 
Mstep: Class 14 contains 76816 members 
Mstep: Class 15 contains 74638 members 
Mstep: Class 16 contains 88545 members 
Mstep: Class 17 contains 2123 members 
Mstep: Class 18 contains 28137 members 
Mstep: Class 19 contains 4560 members 
Mstep: Class 20 contains 8481 members 
Mstep: Class 21 contains 45310 members 
Mstep: Class 22 contains 27969 members 
Mstep: Class 23 contains 9120 members 
Mstep: Class 24 contains 7578 members 
Mstep: Class 25 contains 24523 members 
Mstep: Class 26 contains 15465 members 
Mstep: Class 27 contains 6081 members 
Mstep: Class 28 contains 7826 members 
Mstep: Class 29 contains 3601 members 
Mstep: Class 30 contains 10003 members 
Mstep: Class 31 contains 24834 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 10063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982128.000000 Penalty: 116180.585938
Iteration 408Q: 34 clusters Score -1.119821e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 2934 members 
Mstep: Class 3 contains 109563 members 
Mstep: Class 4 contains 3716 members 
Mstep: Class 5 contains 386264 members 
Mstep: Class 6 contains 4472 members 
Mstep: Class 7 contains 5921 members 
Mstep: Class 8 contains 6840 members 
Mstep: Class 9 contains 5231 members 
Mstep: Class 10 contains 30327 members 
Mstep: Class 11 contains 215207 members 
Mstep: Class 12 contains 49541 members 
Mstep: Class 13 contains 154217 members 
Mstep: Class 14 contains 76810 members 
Mstep: Class 15 contains 74641 members 
Mstep: Class 16 contains 88546 members 
Mstep: Class 17 contains 2123 members 
Mstep: Class 18 contains 28138 members 
Mstep: Class 19 contains 4560 members 
Mstep: Class 20 contains 8481 members 
Mstep: Class 21 contains 45310 members 
Mstep: Class 22 contains 27970 members 
Mstep: Class 23 contains 9120 members 
Mstep: Class 24 contains 7578 members 
Mstep: Class 25 contains 24523 members 
Mstep: Class 26 contains 15465 members 
Mstep: Class 27 contains 6081 members 
Mstep: Class 28 contains 7826 members 
Mstep: Class 29 contains 3601 members 
Mstep: Class 30 contains 10003 members 
Mstep: Class 31 contains 24834 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 10063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982136.000000 Penalty: 116180.585938
Iteration 409Q: 34 clusters Score -1.119821e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 2934 members 
Mstep: Class 3 contains 109572 members 
Mstep: Class 4 contains 3716 members 
Mstep: Class 5 contains 386254 members 
Mstep: Class 6 contains 4472 members 
Mstep: Class 7 contains 5921 members 
Mstep: Class 8 contains 6840 members 
Mstep: Class 9 contains 5231 members 
Mstep: Class 10 contains 30328 members 
Mstep: Class 11 contains 215208 members 
Mstep: Class 12 contains 49540 members 
Mstep: Class 13 contains 154217 members 
Mstep: Class 14 contains 76806 members 
Mstep: Class 15 contains 74641 members 
Mstep: Class 16 contains 88547 members 
Mstep: Class 17 contains 2123 members 
Mstep: Class 18 contains 28137 members 
Mstep: Class 19 contains 4560 members 
Mstep: Class 20 contains 8481 members 
Mstep: Class 21 contains 45310 members 
Mstep: Class 22 contains 27974 members 
Mstep: Class 23 contains 9120 members 
Mstep: Class 24 contains 7578 members 
Mstep: Class 25 contains 24523 members 
Mstep: Class 26 contains 15465 members 
Mstep: Class 27 contains 6081 members 
Mstep: Class 28 contains 7826 members 
Mstep: Class 29 contains 3601 members 
Mstep: Class 30 contains 10003 members 
Mstep: Class 31 contains 24834 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 10063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982144.000000 Penalty: 116180.585938
Iteration 410Q: 34 clusters Score -1.119821e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 2934 members 
Mstep: Class 3 contains 109580 members 
Mstep: Class 4 contains 3716 members 
Mstep: Class 5 contains 386252 members 
Mstep: Class 6 contains 4472 members 
Mstep: Class 7 contains 5921 members 
Mstep: Class 8 contains 6840 members 
Mstep: Class 9 contains 5231 members 
Mstep: Class 10 contains 30329 members 
Mstep: Class 11 contains 215208 members 
Mstep: Class 12 contains 49540 members 
Mstep: Class 13 contains 154217 members 
Mstep: Class 14 contains 76803 members 
Mstep: Class 15 contains 74641 members 
Mstep: Class 16 contains 88546 members 
Mstep: Class 17 contains 2123 members 
Mstep: Class 18 contains 28135 members 
Mstep: Class 19 contains 4560 members 
Mstep: Class 20 contains 8481 members 
Mstep: Class 21 contains 45310 members 
Mstep: Class 22 contains 27974 members 
Mstep: Class 23 contains 9120 members 
Mstep: Class 24 contains 7578 members 
Mstep: Class 25 contains 24523 members 
Mstep: Class 26 contains 15465 members 
Mstep: Class 27 contains 6081 members 
Mstep: Class 28 contains 7826 members 
Mstep: Class 29 contains 3601 members 
Mstep: Class 30 contains 10003 members 
Mstep: Class 31 contains 24834 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 10062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982168.000000 Penalty: 116180.585938
Iteration 411Q: 34 clusters Score -1.119822e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 2934 members 
Mstep: Class 3 contains 109589 members 
Mstep: Class 4 contains 3716 members 
Mstep: Class 5 contains 386241 members 
Mstep: Class 6 contains 4472 members 
Mstep: Class 7 contains 5921 members 
Mstep: Class 8 contains 6839 members 
Mstep: Class 9 contains 5231 members 
Mstep: Class 10 contains 30332 members 
Mstep: Class 11 contains 215208 members 
Mstep: Class 12 contains 49540 members 
Mstep: Class 13 contains 154217 members 
Mstep: Class 14 contains 76804 members 
Mstep: Class 15 contains 74642 members 
Mstep: Class 16 contains 88545 members 
Mstep: Class 17 contains 2123 members 
Mstep: Class 18 contains 28131 members 
Mstep: Class 19 contains 4560 members 
Mstep: Class 20 contains 8481 members 
Mstep: Class 21 contains 45310 members 
Mstep: Class 22 contains 27977 members 
Mstep: Class 23 contains 9120 members 
Mstep: Class 24 contains 7578 members 
Mstep: Class 25 contains 24523 members 
Mstep: Class 26 contains 15465 members 
Mstep: Class 27 contains 6081 members 
Mstep: Class 28 contains 7826 members 
Mstep: Class 29 contains 3601 members 
Mstep: Class 30 contains 10003 members 
Mstep: Class 31 contains 24834 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 10062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982152.000000 Penalty: 116180.585938
Iteration 412Q: 34 clusters Score -1.119822e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 2934 members 
Mstep: Class 3 contains 109603 members 
Mstep: Class 4 contains 3716 members 
Mstep: Class 5 contains 386231 members 
Mstep: Class 6 contains 4472 members 
Mstep: Class 7 contains 5921 members 
Mstep: Class 8 contains 6839 members 
Mstep: Class 9 contains 5231 members 
Mstep: Class 10 contains 30332 members 
Mstep: Class 11 contains 215206 members 
Mstep: Class 12 contains 49538 members 
Mstep: Class 13 contains 154217 members 
Mstep: Class 14 contains 76804 members 
Mstep: Class 15 contains 74642 members 
Mstep: Class 16 contains 88543 members 
Mstep: Class 17 contains 2123 members 
Mstep: Class 18 contains 28131 members 
Mstep: Class 19 contains 4560 members 
Mstep: Class 20 contains 8481 members 
Mstep: Class 21 contains 45310 members 
Mstep: Class 22 contains 27978 members 
Mstep: Class 23 contains 9120 members 
Mstep: Class 24 contains 7578 members 
Mstep: Class 25 contains 24523 members 
Mstep: Class 26 contains 15465 members 
Mstep: Class 27 contains 6081 members 
Mstep: Class 28 contains 7826 members 
Mstep: Class 29 contains 3601 members 
Mstep: Class 30 contains 10003 members 
Mstep: Class 31 contains 24835 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 10062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982096.000000 Penalty: 116180.585938
Iteration 413Q: 34 clusters Score -1.119821e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 2934 members 
Mstep: Class 3 contains 109617 members 
Mstep: Class 4 contains 3716 members 
Mstep: Class 5 contains 386222 members 
Mstep: Class 6 contains 4472 members 
Mstep: Class 7 contains 5921 members 
Mstep: Class 8 contains 6839 members 
Mstep: Class 9 contains 5231 members 
Mstep: Class 10 contains 30334 members 
Mstep: Class 11 contains 215206 members 
Mstep: Class 12 contains 49537 members 
Mstep: Class 13 contains 154217 members 
Mstep: Class 14 contains 76799 members 
Mstep: Class 15 contains 74643 members 
Mstep: Class 16 contains 88541 members 
Mstep: Class 17 contains 2123 members 
Mstep: Class 18 contains 28131 members 
Mstep: Class 19 contains 4560 members 
Mstep: Class 20 contains 8481 members 
Mstep: Class 21 contains 45310 members 
Mstep: Class 22 contains 27978 members 
Mstep: Class 23 contains 9120 members 
Mstep: Class 24 contains 7578 members 
Mstep: Class 25 contains 24522 members 
Mstep: Class 26 contains 15465 members 
Mstep: Class 27 contains 6081 members 
Mstep: Class 28 contains 7826 members 
Mstep: Class 29 contains 3601 members 
Mstep: Class 30 contains 10003 members 
Mstep: Class 31 contains 24836 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 10062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982208.000000 Penalty: 116180.585938
Iteration 414Q: 34 clusters Score -1.119822e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 2934 members 
Mstep: Class 3 contains 109627 members 
Mstep: Class 4 contains 3716 members 
Mstep: Class 5 contains 386215 members 
Mstep: Class 6 contains 4472 members 
Mstep: Class 7 contains 5921 members 
Mstep: Class 8 contains 6839 members 
Mstep: Class 9 contains 5231 members 
Mstep: Class 10 contains 30334 members 
Mstep: Class 11 contains 215205 members 
Mstep: Class 12 contains 49535 members 
Mstep: Class 13 contains 154217 members 
Mstep: Class 14 contains 76796 members 
Mstep: Class 15 contains 74644 members 
Mstep: Class 16 contains 88541 members 
Mstep: Class 17 contains 2123 members 
Mstep: Class 18 contains 28131 members 
Mstep: Class 19 contains 4560 members 
Mstep: Class 20 contains 8481 members 
Mstep: Class 21 contains 45310 members 
Mstep: Class 22 contains 27979 members 
Mstep: Class 23 contains 9120 members 
Mstep: Class 24 contains 7578 members 
Mstep: Class 25 contains 24522 members 
Mstep: Class 26 contains 15465 members 
Mstep: Class 27 contains 6081 members 
Mstep: Class 28 contains 7826 members 
Mstep: Class 29 contains 3601 members 
Mstep: Class 30 contains 10003 members 
Mstep: Class 31 contains 24837 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 10062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982200.000000 Penalty: 116180.585938
Iteration 415Q: 34 clusters Score -1.119822e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 2934 members 
Mstep: Class 3 contains 109633 members 
Mstep: Class 4 contains 3716 members 
Mstep: Class 5 contains 386208 members 
Mstep: Class 6 contains 4472 members 
Mstep: Class 7 contains 5921 members 
Mstep: Class 8 contains 6839 members 
Mstep: Class 9 contains 5231 members 
Mstep: Class 10 contains 30334 members 
Mstep: Class 11 contains 215209 members 
Mstep: Class 12 contains 49534 members 
Mstep: Class 13 contains 154217 members 
Mstep: Class 14 contains 76794 members 
Mstep: Class 15 contains 74644 members 
Mstep: Class 16 contains 88541 members 
Mstep: Class 17 contains 2123 members 
Mstep: Class 18 contains 28130 members 
Mstep: Class 19 contains 4560 members 
Mstep: Class 20 contains 8481 members 
Mstep: Class 21 contains 45310 members 
Mstep: Class 22 contains 27980 members 
Mstep: Class 23 contains 9120 members 
Mstep: Class 24 contains 7578 members 
Mstep: Class 25 contains 24522 members 
Mstep: Class 26 contains 15465 members 
Mstep: Class 27 contains 6081 members 
Mstep: Class 28 contains 7826 members 
Mstep: Class 29 contains 3601 members 
Mstep: Class 30 contains 10003 members 
Mstep: Class 31 contains 24837 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 10062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982240.000000 Penalty: 116180.585938
Iteration 416Q: 34 clusters Score -1.119822e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 2934 members 
Mstep: Class 3 contains 109639 members 
Mstep: Class 4 contains 3716 members 
Mstep: Class 5 contains 386201 members 
Mstep: Class 6 contains 4472 members 
Mstep: Class 7 contains 5921 members 
Mstep: Class 8 contains 6839 members 
Mstep: Class 9 contains 5231 members 
Mstep: Class 10 contains 30334 members 
Mstep: Class 11 contains 215209 members 
Mstep: Class 12 contains 49534 members 
Mstep: Class 13 contains 154217 members 
Mstep: Class 14 contains 76794 members 
Mstep: Class 15 contains 74645 members 
Mstep: Class 16 contains 88541 members 
Mstep: Class 17 contains 2123 members 
Mstep: Class 18 contains 28130 members 
Mstep: Class 19 contains 4560 members 
Mstep: Class 20 contains 8481 members 
Mstep: Class 21 contains 45310 members 
Mstep: Class 22 contains 27981 members 
Mstep: Class 23 contains 9120 members 
Mstep: Class 24 contains 7578 members 
Mstep: Class 25 contains 24522 members 
Mstep: Class 26 contains 15465 members 
Mstep: Class 27 contains 6081 members 
Mstep: Class 28 contains 7826 members 
Mstep: Class 29 contains 3601 members 
Mstep: Class 30 contains 10003 members 
Mstep: Class 31 contains 24836 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 10062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982256.000000 Penalty: 116180.585938
Iteration 417Q: 34 clusters Score -1.119823e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 2934 members 
Mstep: Class 3 contains 109645 members 
Mstep: Class 4 contains 3716 members 
Mstep: Class 5 contains 386189 members 
Mstep: Class 6 contains 4472 members 
Mstep: Class 7 contains 5922 members 
Mstep: Class 8 contains 6839 members 
Mstep: Class 9 contains 5231 members 
Mstep: Class 10 contains 30334 members 
Mstep: Class 11 contains 215211 members 
Mstep: Class 12 contains 49534 members 
Mstep: Class 13 contains 154217 members 
Mstep: Class 14 contains 76794 members 
Mstep: Class 15 contains 74645 members 
Mstep: Class 16 contains 88542 members 
Mstep: Class 17 contains 2123 members 
Mstep: Class 18 contains 28130 members 
Mstep: Class 19 contains 4560 members 
Mstep: Class 20 contains 8481 members 
Mstep: Class 21 contains 45310 members 
Mstep: Class 22 contains 27982 members 
Mstep: Class 23 contains 9120 members 
Mstep: Class 24 contains 7578 members 
Mstep: Class 25 contains 24522 members 
Mstep: Class 26 contains 15465 members 
Mstep: Class 27 contains 6081 members 
Mstep: Class 28 contains 7826 members 
Mstep: Class 29 contains 3601 members 
Mstep: Class 30 contains 10003 members 
Mstep: Class 31 contains 24837 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 10062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982288.000000 Penalty: 116180.585938
Iteration 418Q: 34 clusters Score -1.119823e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 2934 members 
Mstep: Class 3 contains 109654 members 
Mstep: Class 4 contains 3716 members 
Mstep: Class 5 contains 386179 members 
Mstep: Class 6 contains 4472 members 
Mstep: Class 7 contains 5922 members 
Mstep: Class 8 contains 6839 members 
Mstep: Class 9 contains 5231 members 
Mstep: Class 10 contains 30334 members 
Mstep: Class 11 contains 215210 members 
Mstep: Class 12 contains 49534 members 
Mstep: Class 13 contains 154217 members 
Mstep: Class 14 contains 76793 members 
Mstep: Class 15 contains 74646 members 
Mstep: Class 16 contains 88543 members 
Mstep: Class 17 contains 2123 members 
Mstep: Class 18 contains 28130 members 
Mstep: Class 19 contains 4560 members 
Mstep: Class 20 contains 8481 members 
Mstep: Class 21 contains 45310 members 
Mstep: Class 22 contains 27982 members 
Mstep: Class 23 contains 9120 members 
Mstep: Class 24 contains 7578 members 
Mstep: Class 25 contains 24522 members 
Mstep: Class 26 contains 15465 members 
Mstep: Class 27 contains 6081 members 
Mstep: Class 28 contains 7826 members 
Mstep: Class 29 contains 3601 members 
Mstep: Class 30 contains 10003 members 
Mstep: Class 31 contains 24838 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 10062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982288.000000 Penalty: 116180.585938
Iteration 419Q: 34 clusters Score -1.119823e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 2934 members 
Mstep: Class 3 contains 109664 members 
Mstep: Class 4 contains 3716 members 
Mstep: Class 5 contains 386166 members 
Mstep: Class 6 contains 4472 members 
Mstep: Class 7 contains 5922 members 
Mstep: Class 8 contains 6838 members 
Mstep: Class 9 contains 5231 members 
Mstep: Class 10 contains 30334 members 
Mstep: Class 11 contains 215210 members 
Mstep: Class 12 contains 49534 members 
Mstep: Class 13 contains 154217 members 
Mstep: Class 14 contains 76794 members 
Mstep: Class 15 contains 74647 members 
Mstep: Class 16 contains 88544 members 
Mstep: Class 17 contains 2123 members 
Mstep: Class 18 contains 28130 members 
Mstep: Class 19 contains 4560 members 
Mstep: Class 20 contains 8481 members 
Mstep: Class 21 contains 45310 members 
Mstep: Class 22 contains 27982 members 
Mstep: Class 23 contains 9120 members 
Mstep: Class 24 contains 7578 members 
Mstep: Class 25 contains 24523 members 
Mstep: Class 26 contains 15465 members 
Mstep: Class 27 contains 6081 members 
Mstep: Class 28 contains 7826 members 
Mstep: Class 29 contains 3601 members 
Mstep: Class 30 contains 10003 members 
Mstep: Class 31 contains 24838 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 10062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982280.000000 Penalty: 116180.585938
Iteration 420F: 34 clusters Score -1.119823e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 2934 members 
Mstep: Class 3 contains 109672 members 
Mstep: Class 4 contains 3716 members 
Mstep: Class 5 contains 386159 members 
Mstep: Class 6 contains 4472 members 
Mstep: Class 7 contains 5922 members 
Mstep: Class 8 contains 6838 members 
Mstep: Class 9 contains 5231 members 
Mstep: Class 10 contains 30334 members 
Mstep: Class 11 contains 215209 members 
Mstep: Class 12 contains 49533 members 
Mstep: Class 13 contains 154217 members 
Mstep: Class 14 contains 76793 members 
Mstep: Class 15 contains 74647 members 
Mstep: Class 16 contains 88546 members 
Mstep: Class 17 contains 2123 members 
Mstep: Class 18 contains 28130 members 
Mstep: Class 19 contains 4560 members 
Mstep: Class 20 contains 8481 members 
Mstep: Class 21 contains 45310 members 
Mstep: Class 22 contains 27982 members 
Mstep: Class 23 contains 9120 members 
Mstep: Class 24 contains 7578 members 
Mstep: Class 25 contains 24523 members 
Mstep: Class 26 contains 15465 members 
Mstep: Class 27 contains 6081 members 
Mstep: Class 28 contains 7826 members 
Mstep: Class 29 contains 3601 members 
Mstep: Class 30 contains 10003 members 
Mstep: Class 31 contains 24838 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 10062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982280.000000 Penalty: 116180.585938
Iteration 421Q: 34 clusters Score -1.119823e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 2934 members 
Mstep: Class 3 contains 109676 members 
Mstep: Class 4 contains 3716 members 
Mstep: Class 5 contains 386157 members 
Mstep: Class 6 contains 4472 members 
Mstep: Class 7 contains 5922 members 
Mstep: Class 8 contains 6838 members 
Mstep: Class 9 contains 5231 members 
Mstep: Class 10 contains 30333 members 
Mstep: Class 11 contains 215209 members 
Mstep: Class 12 contains 49533 members 
Mstep: Class 13 contains 154217 members 
Mstep: Class 14 contains 76792 members 
Mstep: Class 15 contains 74646 members 
Mstep: Class 16 contains 88547 members 
Mstep: Class 17 contains 2123 members 
Mstep: Class 18 contains 28130 members 
Mstep: Class 19 contains 4560 members 
Mstep: Class 20 contains 8481 members 
Mstep: Class 21 contains 45310 members 
Mstep: Class 22 contains 27982 members 
Mstep: Class 23 contains 9120 members 
Mstep: Class 24 contains 7578 members 
Mstep: Class 25 contains 24523 members 
Mstep: Class 26 contains 15465 members 
Mstep: Class 27 contains 6081 members 
Mstep: Class 28 contains 7826 members 
Mstep: Class 29 contains 3601 members 
Mstep: Class 30 contains 10003 members 
Mstep: Class 31 contains 24838 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 10062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982264.000000 Penalty: 116180.585938
Iteration 422Q: 34 clusters Score -1.119823e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 2934 members 
Mstep: Class 3 contains 109682 members 
Mstep: Class 4 contains 3716 members 
Mstep: Class 5 contains 386153 members 
Mstep: Class 6 contains 4472 members 
Mstep: Class 7 contains 5922 members 
Mstep: Class 8 contains 6838 members 
Mstep: Class 9 contains 5231 members 
Mstep: Class 10 contains 30333 members 
Mstep: Class 11 contains 215208 members 
Mstep: Class 12 contains 49533 members 
Mstep: Class 13 contains 154217 members 
Mstep: Class 14 contains 76791 members 
Mstep: Class 15 contains 74645 members 
Mstep: Class 16 contains 88548 members 
Mstep: Class 17 contains 2123 members 
Mstep: Class 18 contains 28130 members 
Mstep: Class 19 contains 4560 members 
Mstep: Class 20 contains 8481 members 
Mstep: Class 21 contains 45310 members 
Mstep: Class 22 contains 27982 members 
Mstep: Class 23 contains 9120 members 
Mstep: Class 24 contains 7578 members 
Mstep: Class 25 contains 24523 members 
Mstep: Class 26 contains 15465 members 
Mstep: Class 27 contains 6081 members 
Mstep: Class 28 contains 7826 members 
Mstep: Class 29 contains 3601 members 
Mstep: Class 30 contains 10003 members 
Mstep: Class 31 contains 24838 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 10062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982264.000000 Penalty: 116180.585938
Iteration 423Q: 34 clusters Score -1.119823e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 2934 members 
Mstep: Class 3 contains 109686 members 
Mstep: Class 4 contains 3716 members 
Mstep: Class 5 contains 386146 members 
Mstep: Class 6 contains 4472 members 
Mstep: Class 7 contains 5922 members 
Mstep: Class 8 contains 6838 members 
Mstep: Class 9 contains 5231 members 
Mstep: Class 10 contains 30333 members 
Mstep: Class 11 contains 215210 members 
Mstep: Class 12 contains 49532 members 
Mstep: Class 13 contains 154217 members 
Mstep: Class 14 contains 76792 members 
Mstep: Class 15 contains 74645 members 
Mstep: Class 16 contains 88548 members 
Mstep: Class 17 contains 2123 members 
Mstep: Class 18 contains 28130 members 
Mstep: Class 19 contains 4560 members 
Mstep: Class 20 contains 8481 members 
Mstep: Class 21 contains 45310 members 
Mstep: Class 22 contains 27983 members 
Mstep: Class 23 contains 9120 members 
Mstep: Class 24 contains 7578 members 
Mstep: Class 25 contains 24523 members 
Mstep: Class 26 contains 15465 members 
Mstep: Class 27 contains 6081 members 
Mstep: Class 28 contains 7826 members 
Mstep: Class 29 contains 3601 members 
Mstep: Class 30 contains 10003 members 
Mstep: Class 31 contains 24838 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 10062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982296.000000 Penalty: 116180.585938
Iteration 424Q: 34 clusters Score -1.119823e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 2934 members 
Mstep: Class 3 contains 109688 members 
Mstep: Class 4 contains 3716 members 
Mstep: Class 5 contains 386147 members 
Mstep: Class 6 contains 4472 members 
Mstep: Class 7 contains 5922 members 
Mstep: Class 8 contains 6838 members 
Mstep: Class 9 contains 5231 members 
Mstep: Class 10 contains 30333 members 
Mstep: Class 11 contains 215209 members 
Mstep: Class 12 contains 49530 members 
Mstep: Class 13 contains 154217 members 
Mstep: Class 14 contains 76792 members 
Mstep: Class 15 contains 74645 members 
Mstep: Class 16 contains 88548 members 
Mstep: Class 17 contains 2123 members 
Mstep: Class 18 contains 28130 members 
Mstep: Class 19 contains 4560 members 
Mstep: Class 20 contains 8481 members 
Mstep: Class 21 contains 45310 members 
Mstep: Class 22 contains 27983 members 
Mstep: Class 23 contains 9120 members 
Mstep: Class 24 contains 7578 members 
Mstep: Class 25 contains 24523 members 
Mstep: Class 26 contains 15465 members 
Mstep: Class 27 contains 6081 members 
Mstep: Class 28 contains 7826 members 
Mstep: Class 29 contains 3601 members 
Mstep: Class 30 contains 10003 members 
Mstep: Class 31 contains 24838 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 10062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982272.000000 Penalty: 116180.585938
Iteration 425Q: 34 clusters Score -1.119823e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 2934 members 
Mstep: Class 3 contains 109690 members 
Mstep: Class 4 contains 3716 members 
Mstep: Class 5 contains 386147 members 
Mstep: Class 6 contains 4472 members 
Mstep: Class 7 contains 5922 members 
Mstep: Class 8 contains 6838 members 
Mstep: Class 9 contains 5231 members 
Mstep: Class 10 contains 30333 members 
Mstep: Class 11 contains 215207 members 
Mstep: Class 12 contains 49530 members 
Mstep: Class 13 contains 154217 members 
Mstep: Class 14 contains 76791 members 
Mstep: Class 15 contains 74645 members 
Mstep: Class 16 contains 88549 members 
Mstep: Class 17 contains 2123 members 
Mstep: Class 18 contains 28130 members 
Mstep: Class 19 contains 4560 members 
Mstep: Class 20 contains 8481 members 
Mstep: Class 21 contains 45310 members 
Mstep: Class 22 contains 27983 members 
Mstep: Class 23 contains 9120 members 
Mstep: Class 24 contains 7578 members 
Mstep: Class 25 contains 24523 members 
Mstep: Class 26 contains 15465 members 
Mstep: Class 27 contains 6081 members 
Mstep: Class 28 contains 7826 members 
Mstep: Class 29 contains 3601 members 
Mstep: Class 30 contains 10003 members 
Mstep: Class 31 contains 24838 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 10062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982336.000000 Penalty: 116180.585938
Iteration 426Q: 34 clusters Score -1.119823e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 2934 members 
Mstep: Class 3 contains 109694 members 
Mstep: Class 4 contains 3716 members 
Mstep: Class 5 contains 386146 members 
Mstep: Class 6 contains 4472 members 
Mstep: Class 7 contains 5922 members 
Mstep: Class 8 contains 6838 members 
Mstep: Class 9 contains 5231 members 
Mstep: Class 10 contains 30333 members 
Mstep: Class 11 contains 215205 members 
Mstep: Class 12 contains 49530 members 
Mstep: Class 13 contains 154217 members 
Mstep: Class 14 contains 76789 members 
Mstep: Class 15 contains 74645 members 
Mstep: Class 16 contains 88550 members 
Mstep: Class 17 contains 2123 members 
Mstep: Class 18 contains 28130 members 
Mstep: Class 19 contains 4560 members 
Mstep: Class 20 contains 8481 members 
Mstep: Class 21 contains 45310 members 
Mstep: Class 22 contains 27983 members 
Mstep: Class 23 contains 9120 members 
Mstep: Class 24 contains 7578 members 
Mstep: Class 25 contains 24523 members 
Mstep: Class 26 contains 15465 members 
Mstep: Class 27 contains 6081 members 
Mstep: Class 28 contains 7826 members 
Mstep: Class 29 contains 3601 members 
Mstep: Class 30 contains 10003 members 
Mstep: Class 31 contains 24838 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 10062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982336.000000 Penalty: 116180.585938
Iteration 427Q: 34 clusters Score -1.119823e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 2934 members 
Mstep: Class 3 contains 109695 members 
Mstep: Class 4 contains 3716 members 
Mstep: Class 5 contains 386143 members 
Mstep: Class 6 contains 4472 members 
Mstep: Class 7 contains 5922 members 
Mstep: Class 8 contains 6838 members 
Mstep: Class 9 contains 5231 members 
Mstep: Class 10 contains 30333 members 
Mstep: Class 11 contains 215206 members 
Mstep: Class 12 contains 49530 members 
Mstep: Class 13 contains 154217 members 
Mstep: Class 14 contains 76790 members 
Mstep: Class 15 contains 74645 members 
Mstep: Class 16 contains 88550 members 
Mstep: Class 17 contains 2123 members 
Mstep: Class 18 contains 28130 members 
Mstep: Class 19 contains 4560 members 
Mstep: Class 20 contains 8481 members 
Mstep: Class 21 contains 45310 members 
Mstep: Class 22 contains 27983 members 
Mstep: Class 23 contains 9120 members 
Mstep: Class 24 contains 7578 members 
Mstep: Class 25 contains 24523 members 
Mstep: Class 26 contains 15465 members 
Mstep: Class 27 contains 6081 members 
Mstep: Class 28 contains 7826 members 
Mstep: Class 29 contains 3601 members 
Mstep: Class 30 contains 10003 members 
Mstep: Class 31 contains 24838 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 10062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982360.000000 Penalty: 116180.585938
Iteration 428Q: 34 clusters Score -1.119824e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 2934 members 
Mstep: Class 3 contains 109696 members 
Mstep: Class 4 contains 3716 members 
Mstep: Class 5 contains 386143 members 
Mstep: Class 6 contains 4472 members 
Mstep: Class 7 contains 5922 members 
Mstep: Class 8 contains 6838 members 
Mstep: Class 9 contains 5231 members 
Mstep: Class 10 contains 30333 members 
Mstep: Class 11 contains 215206 members 
Mstep: Class 12 contains 49530 members 
Mstep: Class 13 contains 154217 members 
Mstep: Class 14 contains 76790 members 
Mstep: Class 15 contains 74645 members 
Mstep: Class 16 contains 88549 members 
Mstep: Class 17 contains 2123 members 
Mstep: Class 18 contains 28130 members 
Mstep: Class 19 contains 4560 members 
Mstep: Class 20 contains 8481 members 
Mstep: Class 21 contains 45310 members 
Mstep: Class 22 contains 27983 members 
Mstep: Class 23 contains 9120 members 
Mstep: Class 24 contains 7578 members 
Mstep: Class 25 contains 24523 members 
Mstep: Class 26 contains 15465 members 
Mstep: Class 27 contains 6081 members 
Mstep: Class 28 contains 7826 members 
Mstep: Class 29 contains 3601 members 
Mstep: Class 30 contains 10003 members 
Mstep: Class 31 contains 24838 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 10062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982352.000000 Penalty: 116180.585938
Iteration 429Q: 34 clusters Score -1.119824e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 2934 members 
Mstep: Class 3 contains 109697 members 
Mstep: Class 4 contains 3716 members 
Mstep: Class 5 contains 386143 members 
Mstep: Class 6 contains 4472 members 
Mstep: Class 7 contains 5922 members 
Mstep: Class 8 contains 6838 members 
Mstep: Class 9 contains 5231 members 
Mstep: Class 10 contains 30333 members 
Mstep: Class 11 contains 215206 members 
Mstep: Class 12 contains 49530 members 
Mstep: Class 13 contains 154217 members 
Mstep: Class 14 contains 76789 members 
Mstep: Class 15 contains 74645 members 
Mstep: Class 16 contains 88549 members 
Mstep: Class 17 contains 2123 members 
Mstep: Class 18 contains 28130 members 
Mstep: Class 19 contains 4560 members 
Mstep: Class 20 contains 8481 members 
Mstep: Class 21 contains 45310 members 
Mstep: Class 22 contains 27983 members 
Mstep: Class 23 contains 9120 members 
Mstep: Class 24 contains 7578 members 
Mstep: Class 25 contains 24523 members 
Mstep: Class 26 contains 15465 members 
Mstep: Class 27 contains 6081 members 
Mstep: Class 28 contains 7826 members 
Mstep: Class 29 contains 3601 members 
Mstep: Class 30 contains 10003 members 
Mstep: Class 31 contains 24838 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 10062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982360.000000 Penalty: 116180.585938
Iteration 430Q: 34 clusters Score -1.119824e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 2934 members 
Mstep: Class 3 contains 109698 members 
Mstep: Class 4 contains 3716 members 
Mstep: Class 5 contains 386143 members 
Mstep: Class 6 contains 4472 members 
Mstep: Class 7 contains 5922 members 
Mstep: Class 8 contains 6838 members 
Mstep: Class 9 contains 5231 members 
Mstep: Class 10 contains 30333 members 
Mstep: Class 11 contains 215206 members 
Mstep: Class 12 contains 49530 members 
Mstep: Class 13 contains 154217 members 
Mstep: Class 14 contains 76789 members 
Mstep: Class 15 contains 74645 members 
Mstep: Class 16 contains 88548 members 
Mstep: Class 17 contains 2123 members 
Mstep: Class 18 contains 28130 members 
Mstep: Class 19 contains 4560 members 
Mstep: Class 20 contains 8481 members 
Mstep: Class 21 contains 45310 members 
Mstep: Class 22 contains 27983 members 
Mstep: Class 23 contains 9120 members 
Mstep: Class 24 contains 7578 members 
Mstep: Class 25 contains 24523 members 
Mstep: Class 26 contains 15465 members 
Mstep: Class 27 contains 6081 members 
Mstep: Class 28 contains 7826 members 
Mstep: Class 29 contains 3601 members 
Mstep: Class 30 contains 10003 members 
Mstep: Class 31 contains 24838 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 10062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982352.000000 Penalty: 116180.585938
Iteration 431Q: 34 clusters Score -1.119824e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 2934 members 
Mstep: Class 3 contains 109698 members 
Mstep: Class 4 contains 3716 members 
Mstep: Class 5 contains 386143 members 
Mstep: Class 6 contains 4472 members 
Mstep: Class 7 contains 5922 members 
Mstep: Class 8 contains 6838 members 
Mstep: Class 9 contains 5231 members 
Mstep: Class 10 contains 30333 members 
Mstep: Class 11 contains 215206 members 
Mstep: Class 12 contains 49530 members 
Mstep: Class 13 contains 154217 members 
Mstep: Class 14 contains 76789 members 
Mstep: Class 15 contains 74645 members 
Mstep: Class 16 contains 88548 members 
Mstep: Class 17 contains 2123 members 
Mstep: Class 18 contains 28130 members 
Mstep: Class 19 contains 4560 members 
Mstep: Class 20 contains 8481 members 
Mstep: Class 21 contains 45310 members 
Mstep: Class 22 contains 27983 members 
Mstep: Class 23 contains 9120 members 
Mstep: Class 24 contains 7578 members 
Mstep: Class 25 contains 24523 members 
Mstep: Class 26 contains 15465 members 
Mstep: Class 27 contains 6081 members 
Mstep: Class 28 contains 7826 members 
Mstep: Class 29 contains 3601 members 
Mstep: Class 30 contains 10003 members 
Mstep: Class 31 contains 24838 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 10062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982352.000000 Penalty: 116180.585938
Iteration 432F: 34 clusters Score -1.119824e+08 nChanged 0
Entering ConstructFrom: 
Score: -111982352.000000 Penalty: 116180.585938
Entering ConstructFrom: 
Trying to split cluster 1 (9824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Entering Unmasked Estep 
Score: -738684.187500 Penalty: 2279.760742
	Iteration 0F: 2 clusters Score -738684.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -731082.625000 Penalty: 4559.521484
	Iteration 0F: 3 clusters Score -731082.6 nChanged 4070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -733368.312500 Penalty: 4559.521484
	Iteration 1F: 3 clusters Score -733368.3 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -733962.062500 Penalty: 4559.521484
	Iteration 2F: 3 clusters Score -733962.1 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -734464.625000 Penalty: 4559.521484
	Iteration 3F: 3 clusters Score -734464.6 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -735008.125000 Penalty: 4559.521484
	Iteration 4F: 3 clusters Score -735008.1 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -735638.187500 Penalty: 4559.521484
	Iteration 5F: 3 clusters Score -735638.2 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -736289.937500 Penalty: 4559.521484
	Iteration 6F: 3 clusters Score -736289.9 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -736907.187500 Penalty: 4559.521484
	Iteration 7F: 3 clusters Score -736907.2 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -737404.812500 Penalty: 4559.521484
	Iteration 8F: 3 clusters Score -737404.8 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -737765.937500 Penalty: 4559.521484
	Iteration 9F: 3 clusters Score -737765.9 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -738009.812500 Penalty: 4559.521484
	Iteration 10Q: 3 clusters Score -738009.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -738199.625000 Penalty: 4559.521484
	Iteration 11Q: 3 clusters Score -738199.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -738329.500000 Penalty: 4559.521484
	Iteration 12Q: 3 clusters Score -738329.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -738415.750000 Penalty: 4559.521484
	Iteration 13Q: 3 clusters Score -738415.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -738481.375000 Penalty: 4559.521484
	Iteration 14Q: 3 clusters Score -738481.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -738532.187500 Penalty: 4559.521484
	Iteration 15Q: 3 clusters Score -738532.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -738568.500000 Penalty: 4559.521484
	Iteration 16Q: 3 clusters Score -738568.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -738589.812500 Penalty: 4559.521484
	Iteration 17Q: 3 clusters Score -738589.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -738598.687500 Penalty: 4559.521484
	Iteration 18Q: 3 clusters Score -738598.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -738606.750000 Penalty: 4559.521484
	Iteration 19Q: 3 clusters Score -738606.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -738610.812500 Penalty: 4559.521484
	Iteration 20F: 3 clusters Score -738610.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -738611.187500 Penalty: 4559.521484
	Iteration 21Q: 3 clusters Score -738611.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -738614.375000 Penalty: 4559.521484
	Iteration 22Q: 3 clusters Score -738614.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -738616.562500 Penalty: 4559.521484
	Iteration 23Q: 3 clusters Score -738616.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -738618.500000 Penalty: 4559.521484
	Iteration 24Q: 3 clusters Score -738618.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -738617.875000 Penalty: 4559.521484
	Iteration 25Q: 3 clusters Score -738617.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -738619.437500 Penalty: 4559.521484
	Iteration 26Q: 3 clusters Score -738619.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -738618.562500 Penalty: 4559.521484
	Iteration 27Q: 3 clusters Score -738618.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -738619.562500 Penalty: 4559.521484
	Iteration 28Q: 3 clusters Score -738619.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -738620.687500 Penalty: 4559.521484
	Iteration 29Q: 3 clusters Score -738620.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -738622.000000 Penalty: 4559.521484
	Iteration 30Q: 3 clusters Score -738622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -738622.062500 Penalty: 4559.521484
	Iteration 31Q: 3 clusters Score -738622.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -738623.125000 Penalty: 4559.521484
	Iteration 32Q: 3 clusters Score -738623.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -738625.062500 Penalty: 4559.521484
	Iteration 33Q: 3 clusters Score -738625.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -738623.687500 Penalty: 4559.521484
	Iteration 34Q: 3 clusters Score -738623.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -738622.875000 Penalty: 4559.521484
	Iteration 35Q: 3 clusters Score -738622.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -738624.812500 Penalty: 4559.521484
	Iteration 36Q: 3 clusters Score -738624.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -738623.000000 Penalty: 4559.521484
	Iteration 37Q: 3 clusters Score -738623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -738624.375000 Penalty: 4559.521484
	Iteration 38Q: 3 clusters Score -738624.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -738624.375000 Penalty: 4559.521484
	Iteration 39F: 3 clusters Score -738624.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Entering Unmasked Estep 
Score: -183778.453125 Penalty: 1980.062256
	Iteration 0F: 2 clusters Score -183778.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -180665.234375 Penalty: 3960.124512
	Iteration 0F: 3 clusters Score -180665.2 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -181601.328125 Penalty: 3960.124512
	Iteration 1F: 3 clusters Score -181601.3 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -182094.000000 Penalty: 3960.124512
	Iteration 2F: 3 clusters Score -182094 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -182548.125000 Penalty: 3960.124512
	Iteration 3F: 3 clusters Score -182548.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -182899.218750 Penalty: 3960.124512
	Iteration 4F: 3 clusters Score -182899.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -183201.656250 Penalty: 3960.124512
	Iteration 5F: 3 clusters Score -183201.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -183406.953125 Penalty: 3960.124512
	Iteration 6F: 3 clusters Score -183407 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -183524.812500 Penalty: 3960.124512
	Iteration 7Q: 3 clusters Score -183524.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -183604.937500 Penalty: 3960.124512
	Iteration 8Q: 3 clusters Score -183604.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -183663.703125 Penalty: 3960.124512
	Iteration 9Q: 3 clusters Score -183663.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -183694.312500 Penalty: 3960.124512
	Iteration 10Q: 3 clusters Score -183694.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -183706.750000 Penalty: 3960.124512
	Iteration 11Q: 3 clusters Score -183706.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -183714.218750 Penalty: 3960.124512
	Iteration 12Q: 3 clusters Score -183714.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -183716.562500 Penalty: 3960.124512
	Iteration 13Q: 3 clusters Score -183716.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -183717.875000 Penalty: 3960.124512
	Iteration 14Q: 3 clusters Score -183717.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -183719.500000 Penalty: 3960.124512
	Iteration 15Q: 3 clusters Score -183719.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -183720.421875 Penalty: 3960.124512
	Iteration 16Q: 3 clusters Score -183720.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -183720.421875 Penalty: 3960.124512
	Iteration 17F: 3 clusters Score -183720.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (109698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109698 members 
Entering Unmasked Estep 
Score: -8812106.000000 Penalty: 2878.160645
	Iteration 0F: 2 clusters Score -8812106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54901 members 
Mstep: Class 2 contains 54797 members 
Entering Unmasked Estep 
Score: -8738867.000000 Penalty: 5756.321289
	Iteration 0F: 3 clusters Score -8738867 nChanged 52107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56080 members 
Mstep: Class 2 contains 53618 members 
Entering Unmasked Estep 
Score: -8769069.000000 Penalty: 5756.321289
	Iteration 1F: 3 clusters Score -8769069 nChanged 4071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56891 members 
Mstep: Class 2 contains 52807 members 
Entering Unmasked Estep 
Score: -8770399.000000 Penalty: 5756.321289
	Iteration 2Q: 3 clusters Score -8770399 nChanged 4563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58024 members 
Mstep: Class 2 contains 51674 members 
Entering Unmasked Estep 
Score: -8772475.000000 Penalty: 5756.321289
	Iteration 3Q: 3 clusters Score -8772475 nChanged 5453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59645 members 
Mstep: Class 2 contains 50053 members 
Entering Unmasked Estep 
Score: -8775544.000000 Penalty: 5756.321289
	Iteration 4Q: 3 clusters Score -8775544 nChanged 6444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61757 members 
Mstep: Class 2 contains 47941 members 
Entering Unmasked Estep 
Score: -8779815.000000 Penalty: 5756.321289
	Iteration 5F: 3 clusters Score -8779815 nChanged 7317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64334 members 
Mstep: Class 2 contains 45364 members 
Entering Unmasked Estep 
Score: -8785641.000000 Penalty: 5756.321289
	Iteration 6F: 3 clusters Score -8785641 nChanged 7872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67106 members 
Mstep: Class 2 contains 42592 members 
Entering Unmasked Estep 
Score: -8792147.000000 Penalty: 5756.321289
	Iteration 7F: 3 clusters Score -8792147 nChanged 7371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69343 members 
Mstep: Class 2 contains 40355 members 
Entering Unmasked Estep 
Score: -8798260.000000 Penalty: 5756.321289
	Iteration 8F: 3 clusters Score -8798260 nChanged 6087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70990 members 
Mstep: Class 2 contains 38708 members 
Entering Unmasked Estep 
Score: -8802991.000000 Penalty: 5756.321289
	Iteration 9F: 3 clusters Score -8802991 nChanged 4187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72307 members 
Mstep: Class 2 contains 37391 members 
Entering Unmasked Estep 
Score: -8805947.000000 Penalty: 5756.321289
	Iteration 10Q: 3 clusters Score -8805947 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73509 members 
Mstep: Class 2 contains 36189 members 
Entering Unmasked Estep 
Score: -8807703.000000 Penalty: 5756.321289
	Iteration 11Q: 3 clusters Score -8807703 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74521 members 
Mstep: Class 2 contains 35177 members 
Entering Unmasked Estep 
Score: -8808687.000000 Penalty: 5756.321289
	Iteration 12Q: 3 clusters Score -8808687 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75375 members 
Mstep: Class 2 contains 34323 members 
Entering Unmasked Estep 
Score: -8809344.000000 Penalty: 5756.321289
	Iteration 13Q: 3 clusters Score -8809344 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76114 members 
Mstep: Class 2 contains 33584 members 
Entering Unmasked Estep 
Score: -8809806.000000 Penalty: 5756.321289
	Iteration 14Q: 3 clusters Score -8809806 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76790 members 
Mstep: Class 2 contains 32908 members 
Entering Unmasked Estep 
Score: -8810087.000000 Penalty: 5756.321289
	Iteration 15Q: 3 clusters Score -8810087 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77393 members 
Mstep: Class 2 contains 32305 members 
Entering Unmasked Estep 
Score: -8810310.000000 Penalty: 5756.321289
	Iteration 16Q: 3 clusters Score -8810310 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77902 members 
Mstep: Class 2 contains 31796 members 
Entering Unmasked Estep 
Score: -8810406.000000 Penalty: 5756.321289
	Iteration 17Q: 3 clusters Score -8810406 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78368 members 
Mstep: Class 2 contains 31330 members 
Entering Unmasked Estep 
Score: -8810492.000000 Penalty: 5756.321289
	Iteration 18Q: 3 clusters Score -8810492 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78807 members 
Mstep: Class 2 contains 30891 members 
Entering Unmasked Estep 
Score: -8810569.000000 Penalty: 5756.321289
	Iteration 19Q: 3 clusters Score -8810569 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79222 members 
Mstep: Class 2 contains 30476 members 
Entering Unmasked Estep 
Score: -8810653.000000 Penalty: 5756.321289
	Iteration 20F: 3 clusters Score -8810653 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79585 members 
Mstep: Class 2 contains 30113 members 
Entering Unmasked Estep 
Score: -8810662.000000 Penalty: 5756.321289
	Iteration 21Q: 3 clusters Score -8810662 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79932 members 
Mstep: Class 2 contains 29766 members 
Entering Unmasked Estep 
Score: -8810685.000000 Penalty: 5756.321289
	Iteration 22Q: 3 clusters Score -8810685 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80292 members 
Mstep: Class 2 contains 29406 members 
Entering Unmasked Estep 
Score: -8810741.000000 Penalty: 5756.321289
	Iteration 23Q: 3 clusters Score -8810741 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80645 members 
Mstep: Class 2 contains 29053 members 
Entering Unmasked Estep 
Score: -8810785.000000 Penalty: 5756.321289
	Iteration 24Q: 3 clusters Score -8810785 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80963 members 
Mstep: Class 2 contains 28735 members 
Entering Unmasked Estep 
Score: -8810771.000000 Penalty: 5756.321289
	Iteration 25Q: 3 clusters Score -8810771 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81282 members 
Mstep: Class 2 contains 28416 members 
Entering Unmasked Estep 
Score: -8810835.000000 Penalty: 5756.321289
	Iteration 26Q: 3 clusters Score -8810835 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81571 members 
Mstep: Class 2 contains 28127 members 
Entering Unmasked Estep 
Score: -8810849.000000 Penalty: 5756.321289
	Iteration 27Q: 3 clusters Score -8810849 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81832 members 
Mstep: Class 2 contains 27866 members 
Entering Unmasked Estep 
Score: -8810867.000000 Penalty: 5756.321289
	Iteration 28Q: 3 clusters Score -8810867 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82079 members 
Mstep: Class 2 contains 27619 members 
Entering Unmasked Estep 
Score: -8810909.000000 Penalty: 5756.321289
	Iteration 29Q: 3 clusters Score -8810909 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82310 members 
Mstep: Class 2 contains 27388 members 
Entering Unmasked Estep 
Score: -8810927.000000 Penalty: 5756.321289
	Iteration 30Q: 3 clusters Score -8810927 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82515 members 
Mstep: Class 2 contains 27183 members 
Entering Unmasked Estep 
Score: -8810923.000000 Penalty: 5756.321289
	Iteration 31Q: 3 clusters Score -8810923 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82700 members 
Mstep: Class 2 contains 26998 members 
Entering Unmasked Estep 
Score: -8810929.000000 Penalty: 5756.321289
	Iteration 32Q: 3 clusters Score -8810929 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82893 members 
Mstep: Class 2 contains 26805 members 
Entering Unmasked Estep 
Score: -8810931.000000 Penalty: 5756.321289
	Iteration 33Q: 3 clusters Score -8810931 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83105 members 
Mstep: Class 2 contains 26593 members 
Entering Unmasked Estep 
Score: -8810919.000000 Penalty: 5756.321289
	Iteration 34Q: 3 clusters Score -8810919 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83333 members 
Mstep: Class 2 contains 26365 members 
Entering Unmasked Estep 
Score: -8810928.000000 Penalty: 5756.321289
	Iteration 35Q: 3 clusters Score -8810928 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83568 members 
Mstep: Class 2 contains 26130 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -8810954 nChanged 239
Entering Unmasked Mstep 
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Mstep: Class 1 contains 83807 members 
Mstep: Class 2 contains 25891 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -8811019 nChanged 238
Entering Unmasked Mstep 
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Mstep: Class 1 contains 84043 members 
Mstep: Class 2 contains 25655 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -8811045 nChanged 235
Entering Unmasked Mstep 
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Mstep: Class 1 contains 84278 members 
Mstep: Class 2 contains 25420 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -8811032 nChanged 245
Entering Unmasked Mstep 
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Mstep: Class 1 contains 84523 members 
Mstep: Class 2 contains 25175 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -8811059 nChanged 220
Entering Unmasked Mstep 
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Mstep: Class 1 contains 84743 members 
Mstep: Class 2 contains 24955 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -8811061 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84927 members 
Mstep: Class 2 contains 24771 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8811075 nChanged 187
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85114 members 
Mstep: Class 2 contains 24584 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8811071 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85301 members 
Mstep: Class 2 contains 24397 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -8811075 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85466 members 
Mstep: Class 2 contains 24232 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -8811060 nChanged 170
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85634 members 
Mstep: Class 2 contains 24064 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -8811067 nChanged 160
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85794 members 
Mstep: Class 2 contains 23904 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -8811077 nChanged 157
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85951 members 
Mstep: Class 2 contains 23747 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -8811058 nChanged 141
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86092 members 
Mstep: Class 2 contains 23606 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -8811073 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86227 members 
Mstep: Class 2 contains 23471 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -8811090 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86379 members 
Mstep: Class 2 contains 23319 members 
Entering Unmasked Estep 
Score: -8811101.000000 Penalty: 5756.321289
	Iteration 51Q: 3 clusters Score -8811101 nChanged 148
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86527 members 
Mstep: Class 2 contains 23171 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8811093 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86659 members 
Mstep: Class 2 contains 23039 members 
Entering Unmasked Estep 
Score: -8811126.000000 Penalty: 5756.321289
	Iteration 53Q: 3 clusters Score -8811126 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86778 members 
Mstep: Class 2 contains 22920 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -8811127 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86890 members 
Mstep: Class 2 contains 22808 members 
Entering Unmasked Estep 
Score: -8811141.000000 Penalty: 5756.321289
	Iteration 55Q: 3 clusters Score -8811141 nChanged 122
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87012 members 
Mstep: Class 2 contains 22686 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -8811142 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87121 members 
Mstep: Class 2 contains 22577 members 
Entering Unmasked Estep 
Score: -8811131.000000 Penalty: 5756.321289
	Iteration 57Q: 3 clusters Score -8811131 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87213 members 
Mstep: Class 2 contains 22485 members 
Entering Unmasked Estep 
Score: -8811151.000000 Penalty: 5756.321289
	Iteration 58Q: 3 clusters Score -8811151 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87291 members 
Mstep: Class 2 contains 22407 members 
Entering Unmasked Estep 
Score: -8811174.000000 Penalty: 5756.321289
	Iteration 59Q: 3 clusters Score -8811174 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87375 members 
Mstep: Class 2 contains 22323 members 
Entering Unmasked Estep 
Score: -8811165.000000 Penalty: 5756.321289
	Iteration 60F: 3 clusters Score -8811165 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87451 members 
Mstep: Class 2 contains 22247 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -8811173 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87516 members 
Mstep: Class 2 contains 22182 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8811184 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87574 members 
Mstep: Class 2 contains 22124 members 
Entering Unmasked Estep 
Score: -8811191.000000 Penalty: 5756.321289
	Iteration 63Q: 3 clusters Score -8811191 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87633 members 
Mstep: Class 2 contains 22065 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8811179 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87694 members 
Mstep: Class 2 contains 22004 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8811184 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87753 members 
Mstep: Class 2 contains 21945 members 
Entering Unmasked Estep 
Score: -8811209.000000 Penalty: 5756.321289
	Iteration 66Q: 3 clusters Score -8811209 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87798 members 
Mstep: Class 2 contains 21900 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8811231 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87839 members 
Mstep: Class 2 contains 21859 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8811227 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87879 members 
Mstep: Class 2 contains 21819 members 
Entering Unmasked Estep 
Score: -8811216.000000 Penalty: 5756.321289
	Iteration 69Q: 3 clusters Score -8811216 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87925 members 
Mstep: Class 2 contains 21773 members 
Entering Unmasked Estep 
Score: -8811219.000000 Penalty: 5756.321289
	Iteration 70Q: 3 clusters Score -8811219 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87980 members 
Mstep: Class 2 contains 21718 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8811246 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88037 members 
Mstep: Class 2 contains 21661 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8811242 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88093 members 
Mstep: Class 2 contains 21605 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -8811256 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88144 members 
Mstep: Class 2 contains 21554 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8811245 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88202 members 
Mstep: Class 2 contains 21496 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8811248 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88266 members 
Mstep: Class 2 contains 21432 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8811262 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88349 members 
Mstep: Class 2 contains 21349 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -8811250 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88434 members 
Mstep: Class 2 contains 21264 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8811241 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88517 members 
Mstep: Class 2 contains 21181 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -8811247 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88602 members 
Mstep: Class 2 contains 21096 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -8811242 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88683 members 
Mstep: Class 2 contains 21015 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8811269 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88772 members 
Mstep: Class 2 contains 20926 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8811287 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88850 members 
Mstep: Class 2 contains 20848 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -8811321 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88913 members 
Mstep: Class 2 contains 20785 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8811312 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88972 members 
Mstep: Class 2 contains 20726 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8811331 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89031 members 
Mstep: Class 2 contains 20667 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -8811322 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89080 members 
Mstep: Class 2 contains 20618 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -8811311 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89121 members 
Mstep: Class 2 contains 20577 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -8811312 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89164 members 
Mstep: Class 2 contains 20534 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8811326 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89206 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8811341 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89262 members 
Mstep: Class 2 contains 20436 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -8811345 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89316 members 
Mstep: Class 2 contains 20382 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8811322 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89360 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8811323 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89403 members 
Mstep: Class 2 contains 20295 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8811334 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89449 members 
Mstep: Class 2 contains 20249 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -8811320 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89499 members 
Mstep: Class 2 contains 20199 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -8811345 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89538 members 
Mstep: Class 2 contains 20160 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8811348 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89584 members 
Mstep: Class 2 contains 20114 members 
Entering Unmasked Estep 
Score: -8811360.000000 Penalty: 5756.321289
	Iteration 98Q: 3 clusters Score -8811360 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89633 members 
Mstep: Class 2 contains 20065 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -8811376 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89676 members 
Mstep: Class 2 contains 20022 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -8811376 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89722 members 
Mstep: Class 2 contains 19976 members 
Entering Unmasked Estep 
Score: -8811388.000000 Penalty: 5756.321289
	Iteration 101Q: 3 clusters Score -8811388 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89769 members 
Mstep: Class 2 contains 19929 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -8811388 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89816 members 
Mstep: Class 2 contains 19882 members 
Entering Unmasked Estep 
Score: -8811397.000000 Penalty: 5756.321289
	Iteration 103Q: 3 clusters Score -8811397 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89862 members 
Mstep: Class 2 contains 19836 members 
Entering Unmasked Estep 
Score: -8811385.000000 Penalty: 5756.321289
	Iteration 104Q: 3 clusters Score -8811385 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89903 members 
Mstep: Class 2 contains 19795 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -8811385 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89943 members 
Mstep: Class 2 contains 19755 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -8811377 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89971 members 
Mstep: Class 2 contains 19727 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -8811374 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90004 members 
Mstep: Class 2 contains 19694 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -8811365 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90038 members 
Mstep: Class 2 contains 19660 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -8811358 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90076 members 
Mstep: Class 2 contains 19622 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -8811339 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90112 members 
Mstep: Class 2 contains 19586 members 
Entering Unmasked Estep 
Score: -8811328.000000 Penalty: 5756.321289
	Iteration 111Q: 3 clusters Score -8811328 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90155 members 
Mstep: Class 2 contains 19543 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -8811330 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90193 members 
Mstep: Class 2 contains 19505 members 
Entering Unmasked Estep 
Score: -8811315.000000 Penalty: 5756.321289
	Iteration 113Q: 3 clusters Score -8811315 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90233 members 
Mstep: Class 2 contains 19465 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -8811327 nChanged 35
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Mstep: Class 1 contains 90266 members 
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -8811331 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90292 members 
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Entering Unmasked Estep 
Score: -8811324.000000 Penalty: 5756.321289
	Iteration 116Q: 3 clusters Score -8811324 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90317 members 
Mstep: Class 2 contains 19381 members 
Entering Unmasked Estep 
Score: -8811333.000000 Penalty: 5756.321289
	Iteration 117Q: 3 clusters Score -8811333 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90346 members 
Mstep: Class 2 contains 19352 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -8811341 nChanged 19
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Mstep: Class 1 contains 90365 members 
Mstep: Class 2 contains 19333 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -8811335 nChanged 20
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Mstep: Class 1 contains 90385 members 
Mstep: Class 2 contains 19313 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -8811350 nChanged 26
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Mstep: Class 1 contains 90411 members 
Mstep: Class 2 contains 19287 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -8811337 nChanged 22
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Mstep: Class 1 contains 90433 members 
Mstep: Class 2 contains 19265 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -8811336 nChanged 28
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Mstep: Class 1 contains 90459 members 
Mstep: Class 2 contains 19239 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -8811348 nChanged 26
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Mstep: Class 1 contains 90485 members 
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -8811350 nChanged 29
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Mstep: Class 1 contains 90514 members 
Mstep: Class 2 contains 19184 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -8811338 nChanged 32
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Mstep: Class 1 contains 90546 members 
Mstep: Class 2 contains 19152 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -8811338 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90577 members 
Mstep: Class 2 contains 19121 members 
Entering Unmasked Estep 
Score: -8811359.000000 Penalty: 5756.321289
	Iteration 127Q: 3 clusters Score -8811359 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90603 members 
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Entering Unmasked Estep 
Score: -8811366.000000 Penalty: 5756.321289
	Iteration 128Q: 3 clusters Score -8811366 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90627 members 
Mstep: Class 2 contains 19071 members 
Entering Unmasked Estep 
Score: -8811363.000000 Penalty: 5756.321289
	Iteration 129Q: 3 clusters Score -8811363 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90647 members 
Mstep: Class 2 contains 19051 members 
Entering Unmasked Estep 
Score: -8811356.000000 Penalty: 5756.321289
	Iteration 130Q: 3 clusters Score -8811356 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90667 members 
Mstep: Class 2 contains 19031 members 
Entering Unmasked Estep 
Score: -8811356.000000 Penalty: 5756.321289
	Iteration 131Q: 3 clusters Score -8811356 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90680 members 
Mstep: Class 2 contains 19018 members 
Entering Unmasked Estep 
Score: -8811355.000000 Penalty: 5756.321289
	Iteration 132Q: 3 clusters Score -8811355 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90692 members 
Mstep: Class 2 contains 19006 members 
Entering Unmasked Estep 
Score: -8811352.000000 Penalty: 5756.321289
	Iteration 133Q: 3 clusters Score -8811352 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90709 members 
Mstep: Class 2 contains 18989 members 
Entering Unmasked Estep 
Score: -8811350.000000 Penalty: 5756.321289
	Iteration 134Q: 3 clusters Score -8811350 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90726 members 
Mstep: Class 2 contains 18972 members 
Entering Unmasked Estep 
Score: -8811368.000000 Penalty: 5756.321289
	Iteration 135Q: 3 clusters Score -8811368 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90739 members 
Mstep: Class 2 contains 18959 members 
Entering Unmasked Estep 
Score: -8811351.000000 Penalty: 5756.321289
	Iteration 136Q: 3 clusters Score -8811351 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90755 members 
Mstep: Class 2 contains 18943 members 
Entering Unmasked Estep 
Score: -8811356.000000 Penalty: 5756.321289
	Iteration 137Q: 3 clusters Score -8811356 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90767 members 
Mstep: Class 2 contains 18931 members 
Entering Unmasked Estep 
Score: -8811362.000000 Penalty: 5756.321289
	Iteration 138Q: 3 clusters Score -8811362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90773 members 
Mstep: Class 2 contains 18925 members 
Entering Unmasked Estep 
Score: -8811360.000000 Penalty: 5756.321289
	Iteration 139Q: 3 clusters Score -8811360 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90783 members 
Mstep: Class 2 contains 18915 members 
Entering Unmasked Estep 
Score: -8811358.000000 Penalty: 5756.321289
	Iteration 140F: 3 clusters Score -8811358 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90795 members 
Mstep: Class 2 contains 18903 members 
Entering Unmasked Estep 
Score: -8811359.000000 Penalty: 5756.321289
	Iteration 141Q: 3 clusters Score -8811359 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90802 members 
Mstep: Class 2 contains 18896 members 
Entering Unmasked Estep 
Score: -8811358.000000 Penalty: 5756.321289
	Iteration 142Q: 3 clusters Score -8811358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90806 members 
Mstep: Class 2 contains 18892 members 
Entering Unmasked Estep 
Score: -8811348.000000 Penalty: 5756.321289
	Iteration 143Q: 3 clusters Score -8811348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90809 members 
Mstep: Class 2 contains 18889 members 
Entering Unmasked Estep 
Score: -8811360.000000 Penalty: 5756.321289
	Iteration 144Q: 3 clusters Score -8811360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90810 members 
Mstep: Class 2 contains 18888 members 
Entering Unmasked Estep 
Score: -8811354.000000 Penalty: 5756.321289
	Iteration 145Q: 3 clusters Score -8811354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90811 members 
Mstep: Class 2 contains 18887 members 
Entering Unmasked Estep 
Score: -8811353.000000 Penalty: 5756.321289
	Iteration 146Q: 3 clusters Score -8811353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90812 members 
Mstep: Class 2 contains 18886 members 
Entering Unmasked Estep 
Score: -8811358.000000 Penalty: 5756.321289
	Iteration 147Q: 3 clusters Score -8811358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90814 members 
Mstep: Class 2 contains 18884 members 
Entering Unmasked Estep 
Score: -8811361.000000 Penalty: 5756.321289
	Iteration 148Q: 3 clusters Score -8811361 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90814 members 
Mstep: Class 2 contains 18884 members 
Entering Unmasked Estep 
Score: -8811361.000000 Penalty: 5756.321289
	Iteration 149F: 3 clusters Score -8811361 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Entering Unmasked Estep 
Score: -248008.062500 Penalty: 2038.659912
	Iteration 0F: 2 clusters Score -248008.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -244291.937500 Penalty: 4077.319824
	Iteration 0F: 3 clusters Score -244291.9 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -245173.906250 Penalty: 4077.319824
	Iteration 1F: 3 clusters Score -245173.9 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -245416.984375 Penalty: 4077.319824
	Iteration 2F: 3 clusters Score -245417 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -245563.671875 Penalty: 4077.319824
	Iteration 3F: 3 clusters Score -245563.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -245675.406250 Penalty: 4077.319824
	Iteration 4Q: 3 clusters Score -245675.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -245757.281250 Penalty: 4077.319824
	Iteration 5Q: 3 clusters Score -245757.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -245834.218750 Penalty: 4077.319824
	Iteration 6Q: 3 clusters Score -245834.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -245901.984375 Penalty: 4077.319824
	Iteration 7Q: 3 clusters Score -245902 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -245968.062500 Penalty: 4077.319824
	Iteration 8Q: 3 clusters Score -245968.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -246018.281250 Penalty: 4077.319824
	Iteration 9Q: 3 clusters Score -246018.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -246061.531250 Penalty: 4077.319824
	Iteration 10Q: 3 clusters Score -246061.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -246100.515625 Penalty: 4077.319824
	Iteration 11Q: 3 clusters Score -246100.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -246137.406250 Penalty: 4077.319824
	Iteration 12Q: 3 clusters Score -246137.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -246177.281250 Penalty: 4077.319824
	Iteration 13Q: 3 clusters Score -246177.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -246216.515625 Penalty: 4077.319824
	Iteration 14Q: 3 clusters Score -246216.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -246253.359375 Penalty: 4077.319824
	Iteration 15Q: 3 clusters Score -246253.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -246284.031250 Penalty: 4077.319824
	Iteration 16Q: 3 clusters Score -246284 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -246314.453125 Penalty: 4077.319824
	Iteration 17Q: 3 clusters Score -246314.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -246336.453125 Penalty: 4077.319824
	Iteration 18Q: 3 clusters Score -246336.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -246357.859375 Penalty: 4077.319824
	Iteration 19Q: 3 clusters Score -246357.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -246380.140625 Penalty: 4077.319824
	Iteration 20F: 3 clusters Score -246380.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -246396.484375 Penalty: 4077.319824
	Iteration 21Q: 3 clusters Score -246396.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -246410.859375 Penalty: 4077.319824
	Iteration 22Q: 3 clusters Score -246410.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -246419.906250 Penalty: 4077.319824
	Iteration 23Q: 3 clusters Score -246419.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -246428.578125 Penalty: 4077.319824
	Iteration 24Q: 3 clusters Score -246428.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -246433.921875 Penalty: 4077.319824
	Iteration 25Q: 3 clusters Score -246433.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -246442.703125 Penalty: 4077.319824
	Iteration 26Q: 3 clusters Score -246442.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -246454.171875 Penalty: 4077.319824
	Iteration 27Q: 3 clusters Score -246454.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -246464.781250 Penalty: 4077.319824
	Iteration 28Q: 3 clusters Score -246464.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -246478.531250 Penalty: 4077.319824
	Iteration 29Q: 3 clusters Score -246478.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -246492.140625 Penalty: 4077.319824
	Iteration 30Q: 3 clusters Score -246492.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -246508.984375 Penalty: 4077.319824
	Iteration 31Q: 3 clusters Score -246509 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -246522.296875 Penalty: 4077.319824
	Iteration 32Q: 3 clusters Score -246522.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -246531.953125 Penalty: 4077.319824
	Iteration 33Q: 3 clusters Score -246532 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -246540.796875 Penalty: 4077.319824
	Iteration 34Q: 3 clusters Score -246540.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -246551.312500 Penalty: 4077.319824
	Iteration 35Q: 3 clusters Score -246551.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -246562.015625 Penalty: 4077.319824
	Iteration 36Q: 3 clusters Score -246562 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -246571.687500 Penalty: 4077.319824
	Iteration 37Q: 3 clusters Score -246571.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -246575.578125 Penalty: 4077.319824
	Iteration 38Q: 3 clusters Score -246575.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -246577.687500 Penalty: 4077.319824
	Iteration 39Q: 3 clusters Score -246577.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -246581.046875 Penalty: 4077.319824
	Iteration 40F: 3 clusters Score -246581 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -246586.562500 Penalty: 4077.319824
	Iteration 41Q: 3 clusters Score -246586.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -246590.046875 Penalty: 4077.319824
	Iteration 42Q: 3 clusters Score -246590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -246592.187500 Penalty: 4077.319824
	Iteration 43Q: 3 clusters Score -246592.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -246594.531250 Penalty: 4077.319824
	Iteration 44Q: 3 clusters Score -246594.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -246595.812500 Penalty: 4077.319824
	Iteration 45Q: 3 clusters Score -246595.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -246597.500000 Penalty: 4077.319824
	Iteration 46Q: 3 clusters Score -246597.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -246597.500000 Penalty: 4077.319824
	Iteration 47F: 3 clusters Score -246597.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (386143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386143 members 
Entering Unmasked Estep 
Score: -30618296.000000 Penalty: 3190.262939
	Iteration 0F: 2 clusters Score -3.06183e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192874 members 
Mstep: Class 2 contains 193269 members 
Entering Unmasked Estep 
Score: -30358190.000000 Penalty: 6380.525879
	Iteration 0F: 3 clusters Score -3.035819e+07 nChanged 187592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187404 members 
Mstep: Class 2 contains 198739 members 
Entering Unmasked Estep 
Score: -30469966.000000 Penalty: 6380.525879
	Iteration 1F: 3 clusters Score -3.046997e+07 nChanged 8594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183752 members 
Mstep: Class 2 contains 202391 members 
Entering Unmasked Estep 
Score: -30471620.000000 Penalty: 6380.525879
	Iteration 2Q: 3 clusters Score -3.047162e+07 nChanged 9973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177925 members 
Mstep: Class 2 contains 208218 members 
Entering Unmasked Estep 
Score: -30473956.000000 Penalty: 6380.525879
	Iteration 3Q: 3 clusters Score -3.047396e+07 nChanged 12114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168943 members 
Mstep: Class 2 contains 217200 members 
Entering Unmasked Estep 
Score: -30477572.000000 Penalty: 6380.525879
	Iteration 4Q: 3 clusters Score -3.047757e+07 nChanged 15762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155307 members 
Mstep: Class 2 contains 230836 members 
Entering Unmasked Estep 
Score: -30483654.000000 Penalty: 6380.525879
	Iteration 5Q: 3 clusters Score -3.048365e+07 nChanged 21350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135333 members 
Mstep: Class 2 contains 250810 members 
Entering Unmasked Estep 
Score: -30495710.000000 Penalty: 6380.525879
	Iteration 6F: 3 clusters Score -3.049571e+07 nChanged 28115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108128 members 
Mstep: Class 2 contains 278015 members 
Entering Unmasked Estep 
Score: -30516362.000000 Penalty: 6380.525879
	Iteration 7F: 3 clusters Score -3.051636e+07 nChanged 33118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75434 members 
Mstep: Class 2 contains 310709 members 
Entering Unmasked Estep 
Score: -30545488.000000 Penalty: 6380.525879
	Iteration 8F: 3 clusters Score -3.054549e+07 nChanged 31401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44201 members 
Mstep: Class 2 contains 341942 members 
Entering Unmasked Estep 
Score: -30576342.000000 Penalty: 6380.525879
	Iteration 9F: 3 clusters Score -3.057634e+07 nChanged 21877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22374 members 
Mstep: Class 2 contains 363769 members 
Entering Unmasked Estep 
Score: -30597938.000000 Penalty: 6380.525879
	Iteration 10F: 3 clusters Score -3.059794e+07 nChanged 11361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 375090 members 
Entering Unmasked Estep 
Score: -30608680.000000 Penalty: 6380.525879
	Iteration 11Q: 3 clusters Score -3.060868e+07 nChanged 4993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 380037 members 
Entering Unmasked Estep 
Score: -30613148.000000 Penalty: 6380.525879
	Iteration 12Q: 3 clusters Score -3.061315e+07 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 382055 members 
Entering Unmasked Estep 
Score: -30614954.000000 Penalty: 6380.525879
	Iteration 13Q: 3 clusters Score -3.061495e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 382895 members 
Entering Unmasked Estep 
Score: -30615708.000000 Penalty: 6380.525879
	Iteration 14Q: 3 clusters Score -3.061571e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 383334 members 
Entering Unmasked Estep 
Score: -30616156.000000 Penalty: 6380.525879
	Iteration 15Q: 3 clusters Score -3.061616e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 383544 members 
Entering Unmasked Estep 
Score: -30616480.000000 Penalty: 6380.525879
	Iteration 16Q: 3 clusters Score -3.061648e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 383661 members 
Entering Unmasked Estep 
Score: -30616696.000000 Penalty: 6380.525879
	Iteration 17Q: 3 clusters Score -3.06167e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 383696 members 
Entering Unmasked Estep 
Score: -30616920.000000 Penalty: 6380.525879
	Iteration 18Q: 3 clusters Score -3.061692e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 383672 members 
Entering Unmasked Estep 
Score: -30617056.000000 Penalty: 6380.525879
	Iteration 19Q: 3 clusters Score -3.061706e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 383651 members 
Entering Unmasked Estep 
Score: -30617114.000000 Penalty: 6380.525879
	Iteration 20F: 3 clusters Score -3.061711e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 383613 members 
Entering Unmasked Estep 
Score: -30617140.000000 Penalty: 6380.525879
	Iteration 21Q: 3 clusters Score -3.061714e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 383590 members 
Entering Unmasked Estep 
Score: -30617158.000000 Penalty: 6380.525879
	Iteration 22Q: 3 clusters Score -3.061716e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 383577 members 
Entering Unmasked Estep 
Score: -30617180.000000 Penalty: 6380.525879
	Iteration 23Q: 3 clusters Score -3.061718e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 383561 members 
Entering Unmasked Estep 
Score: -30617198.000000 Penalty: 6380.525879
	Iteration 24Q: 3 clusters Score -3.06172e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 383554 members 
Entering Unmasked Estep 
Score: -30617190.000000 Penalty: 6380.525879
	Iteration 25Q: 3 clusters Score -3.061719e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 383554 members 
Entering Unmasked Estep 
Score: -30617188.000000 Penalty: 6380.525879
	Iteration 26Q: 3 clusters Score -3.061719e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 383543 members 
Entering Unmasked Estep 
Score: -30617214.000000 Penalty: 6380.525879
	Iteration 27Q: 3 clusters Score -3.061721e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 383535 members 
Entering Unmasked Estep 
Score: -30617236.000000 Penalty: 6380.525879
	Iteration 28Q: 3 clusters Score -3.061724e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 383529 members 
Entering Unmasked Estep 
Score: -30617222.000000 Penalty: 6380.525879
	Iteration 29Q: 3 clusters Score -3.061722e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 383515 members 
Entering Unmasked Estep 
Score: -30617204.000000 Penalty: 6380.525879
	Iteration 30Q: 3 clusters Score -3.06172e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 383502 members 
Entering Unmasked Estep 
Score: -30617222.000000 Penalty: 6380.525879
	Iteration 31Q: 3 clusters Score -3.061722e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 383500 members 
Entering Unmasked Estep 
Score: -30617224.000000 Penalty: 6380.525879
	Iteration 32Q: 3 clusters Score -3.061722e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 383494 members 
Entering Unmasked Estep 
Score: -30617210.000000 Penalty: 6380.525879
	Iteration 33Q: 3 clusters Score -3.061721e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 383486 members 
Entering Unmasked Estep 
Score: -30617208.000000 Penalty: 6380.525879
	Iteration 34Q: 3 clusters Score -3.061721e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 383478 members 
Entering Unmasked Estep 
Score: -30617214.000000 Penalty: 6380.525879
	Iteration 35Q: 3 clusters Score -3.061721e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 383466 members 
Entering Unmasked Estep 
Score: -30617226.000000 Penalty: 6380.525879
	Iteration 36Q: 3 clusters Score -3.061723e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 383458 members 
Entering Unmasked Estep 
Score: -30617206.000000 Penalty: 6380.525879
	Iteration 37Q: 3 clusters Score -3.061721e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 383456 members 
Entering Unmasked Estep 
Score: -30617222.000000 Penalty: 6380.525879
	Iteration 38Q: 3 clusters Score -3.061722e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 383452 members 
Entering Unmasked Estep 
Score: -30617206.000000 Penalty: 6380.525879
	Iteration 39Q: 3 clusters Score -3.061721e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 383443 members 
Entering Unmasked Estep 
Score: -30617196.000000 Penalty: 6380.525879
	Iteration 40F: 3 clusters Score -3.06172e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 383440 members 
Entering Unmasked Estep 
Score: -30617220.000000 Penalty: 6380.525879
	Iteration 41Q: 3 clusters Score -3.061722e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 383438 members 
Entering Unmasked Estep 
Score: -30617220.000000 Penalty: 6380.525879
	Iteration 42Q: 3 clusters Score -3.061722e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 383438 members 
Entering Unmasked Estep 
Score: -30617220.000000 Penalty: 6380.525879
	Iteration 43F: 3 clusters Score -3.061722e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Entering Unmasked Estep 
Score: -344862.312500 Penalty: 2084.586670
	Iteration 0F: 2 clusters Score -344862.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -340737.375000 Penalty: 4169.173340
	Iteration 0F: 3 clusters Score -340737.4 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -341625.281250 Penalty: 4169.173340
	Iteration 1F: 3 clusters Score -341625.3 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -341804.781250 Penalty: 4169.173340
	Iteration 2F: 3 clusters Score -341804.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -341907.093750 Penalty: 4169.173340
	Iteration 3Q: 3 clusters Score -341907.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -341965.093750 Penalty: 4169.173340
	Iteration 4Q: 3 clusters Score -341965.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -342010.625000 Penalty: 4169.173340
	Iteration 5Q: 3 clusters Score -342010.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -342044.000000 Penalty: 4169.173340
	Iteration 6Q: 3 clusters Score -342044 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -342067.656250 Penalty: 4169.173340
	Iteration 7Q: 3 clusters Score -342067.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -342093.406250 Penalty: 4169.173340
	Iteration 8Q: 3 clusters Score -342093.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -342116.625000 Penalty: 4169.173340
	Iteration 9Q: 3 clusters Score -342116.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -342142.406250 Penalty: 4169.173340
	Iteration 10Q: 3 clusters Score -342142.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -342167.000000 Penalty: 4169.173340
	Iteration 11Q: 3 clusters Score -342167 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -342195.406250 Penalty: 4169.173340
	Iteration 12Q: 3 clusters Score -342195.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -342223.812500 Penalty: 4169.173340
	Iteration 13Q: 3 clusters Score -342223.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -342250.968750 Penalty: 4169.173340
	Iteration 14Q: 3 clusters Score -342251 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -342284.281250 Penalty: 4169.173340
	Iteration 15Q: 3 clusters Score -342284.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -342314.093750 Penalty: 4169.173340
	Iteration 16Q: 3 clusters Score -342314.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -342345.906250 Penalty: 4169.173340
	Iteration 17Q: 3 clusters Score -342345.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -342383.187500 Penalty: 4169.173340
	Iteration 18Q: 3 clusters Score -342383.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -342417.687500 Penalty: 4169.173340
	Iteration 19Q: 3 clusters Score -342417.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -342450.968750 Penalty: 4169.173340
	Iteration 20F: 3 clusters Score -342451 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -342485.500000 Penalty: 4169.173340
	Iteration 21Q: 3 clusters Score -342485.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -342521.500000 Penalty: 4169.173340
	Iteration 22Q: 3 clusters Score -342521.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -342561.156250 Penalty: 4169.173340
	Iteration 23Q: 3 clusters Score -342561.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -342630.781250 Penalty: 4169.173340
	Iteration 24Q: 3 clusters Score -342630.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -342707.906250 Penalty: 4169.173340
	Iteration 25Q: 3 clusters Score -342707.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -342783.687500 Penalty: 4169.173340
	Iteration 26Q: 3 clusters Score -342783.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -342863.656250 Penalty: 4169.173340
	Iteration 27Q: 3 clusters Score -342863.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -342929.781250 Penalty: 4169.173340
	Iteration 28Q: 3 clusters Score -342929.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -342999.750000 Penalty: 4169.173340
	Iteration 29Q: 3 clusters Score -342999.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -343055.625000 Penalty: 4169.173340
	Iteration 30Q: 3 clusters Score -343055.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -343101.156250 Penalty: 4169.173340
	Iteration 31Q: 3 clusters Score -343101.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -343146.343750 Penalty: 4169.173340
	Iteration 32Q: 3 clusters Score -343146.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -343182.406250 Penalty: 4169.173340
	Iteration 33Q: 3 clusters Score -343182.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -343204.250000 Penalty: 4169.173340
	Iteration 34Q: 3 clusters Score -343204.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -343222.093750 Penalty: 4169.173340
	Iteration 35Q: 3 clusters Score -343222.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -343232.281250 Penalty: 4169.173340
	Iteration 36Q: 3 clusters Score -343232.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -343245.500000 Penalty: 4169.173340
	Iteration 37Q: 3 clusters Score -343245.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -343258.468750 Penalty: 4169.173340
	Iteration 38Q: 3 clusters Score -343258.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -343267.687500 Penalty: 4169.173340
	Iteration 39Q: 3 clusters Score -343267.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -343273.062500 Penalty: 4169.173340
	Iteration 40F: 3 clusters Score -343273.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -343276.000000 Penalty: 4169.173340
	Iteration 41Q: 3 clusters Score -343276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -343276.906250 Penalty: 4169.173340
	Iteration 42Q: 3 clusters Score -343276.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -343276.906250 Penalty: 4169.173340
	Iteration 43F: 3 clusters Score -343276.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Entering Unmasked Estep 
Score: -463910.718750 Penalty: 2154.234619
	Iteration 0F: 2 clusters Score -463910.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -458767.687500 Penalty: 4308.469238
	Iteration 0F: 3 clusters Score -458767.7 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -460058.968750 Penalty: 4308.469238
	Iteration 1F: 3 clusters Score -460059 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -460283.093750 Penalty: 4308.469238
	Iteration 2F: 3 clusters Score -460283.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -460454.093750 Penalty: 4308.469238
	Iteration 3F: 3 clusters Score -460454.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -460593.562500 Penalty: 4308.469238
	Iteration 4Q: 3 clusters Score -460593.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -460707.812500 Penalty: 4308.469238
	Iteration 5Q: 3 clusters Score -460707.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -460809.843750 Penalty: 4308.469238
	Iteration 6Q: 3 clusters Score -460809.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -460894.375000 Penalty: 4308.469238
	Iteration 7Q: 3 clusters Score -460894.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -460962.562500 Penalty: 4308.469238
	Iteration 8Q: 3 clusters Score -460962.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -461031.312500 Penalty: 4308.469238
	Iteration 9Q: 3 clusters Score -461031.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -461097.125000 Penalty: 4308.469238
	Iteration 10Q: 3 clusters Score -461097.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -461157.843750 Penalty: 4308.469238
	Iteration 11Q: 3 clusters Score -461157.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -461222.875000 Penalty: 4308.469238
	Iteration 12Q: 3 clusters Score -461222.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -461297.750000 Penalty: 4308.469238
	Iteration 13Q: 3 clusters Score -461297.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -461367.968750 Penalty: 4308.469238
	Iteration 14Q: 3 clusters Score -461368 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -461430.281250 Penalty: 4308.469238
	Iteration 15Q: 3 clusters Score -461430.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -461488.750000 Penalty: 4308.469238
	Iteration 16Q: 3 clusters Score -461488.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -461536.625000 Penalty: 4308.469238
	Iteration 17Q: 3 clusters Score -461536.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -461578.500000 Penalty: 4308.469238
	Iteration 18Q: 3 clusters Score -461578.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -461624.312500 Penalty: 4308.469238
	Iteration 19Q: 3 clusters Score -461624.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -461671.718750 Penalty: 4308.469238
	Iteration 20F: 3 clusters Score -461671.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -461707.000000 Penalty: 4308.469238
	Iteration 21Q: 3 clusters Score -461707 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -461733.812500 Penalty: 4308.469238
	Iteration 22Q: 3 clusters Score -461733.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -461759.281250 Penalty: 4308.469238
	Iteration 23Q: 3 clusters Score -461759.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -461786.281250 Penalty: 4308.469238
	Iteration 24Q: 3 clusters Score -461786.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -461807.031250 Penalty: 4308.469238
	Iteration 25Q: 3 clusters Score -461807 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -461827.875000 Penalty: 4308.469238
	Iteration 26Q: 3 clusters Score -461827.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -461844.343750 Penalty: 4308.469238
	Iteration 27Q: 3 clusters Score -461844.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -461858.125000 Penalty: 4308.469238
	Iteration 28Q: 3 clusters Score -461858.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -461878.000000 Penalty: 4308.469238
	Iteration 29Q: 3 clusters Score -461878 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -461899.250000 Penalty: 4308.469238
	Iteration 30Q: 3 clusters Score -461899.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -461915.656250 Penalty: 4308.469238
	Iteration 31Q: 3 clusters Score -461915.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -461932.937500 Penalty: 4308.469238
	Iteration 32Q: 3 clusters Score -461932.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -461947.437500 Penalty: 4308.469238
	Iteration 33Q: 3 clusters Score -461947.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -461964.250000 Penalty: 4308.469238
	Iteration 34Q: 3 clusters Score -461964.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -461983.468750 Penalty: 4308.469238
	Iteration 35Q: 3 clusters Score -461983.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -461999.781250 Penalty: 4308.469238
	Iteration 36Q: 3 clusters Score -461999.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -462013.593750 Penalty: 4308.469238
	Iteration 37Q: 3 clusters Score -462013.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -462026.718750 Penalty: 4308.469238
	Iteration 38Q: 3 clusters Score -462026.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -462036.468750 Penalty: 4308.469238
	Iteration 39Q: 3 clusters Score -462036.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -462051.750000 Penalty: 4308.469238
	Iteration 40F: 3 clusters Score -462051.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -462064.875000 Penalty: 4308.469238
	Iteration 41Q: 3 clusters Score -462064.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -462074.937500 Penalty: 4308.469238
	Iteration 42Q: 3 clusters Score -462074.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -462083.250000 Penalty: 4308.469238
	Iteration 43Q: 3 clusters Score -462083.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -462086.937500 Penalty: 4308.469238
	Iteration 44Q: 3 clusters Score -462086.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -462092.406250 Penalty: 4308.469238
	Iteration 45Q: 3 clusters Score -462092.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -462097.500000 Penalty: 4308.469238
	Iteration 46Q: 3 clusters Score -462097.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -462100.406250 Penalty: 4308.469238
	Iteration 47Q: 3 clusters Score -462100.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -462103.156250 Penalty: 4308.469238
	Iteration 48Q: 3 clusters Score -462103.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -462107.093750 Penalty: 4308.469238
	Iteration 49Q: 3 clusters Score -462107.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -462114.531250 Penalty: 4308.469238
	Iteration 50Q: 3 clusters Score -462114.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -462119.062500 Penalty: 4308.469238
	Iteration 51Q: 3 clusters Score -462119.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -462124.531250 Penalty: 4308.469238
	Iteration 52Q: 3 clusters Score -462124.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -462129.656250 Penalty: 4308.469238
	Iteration 53Q: 3 clusters Score -462129.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -462135.375000 Penalty: 4308.469238
	Iteration 54Q: 3 clusters Score -462135.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -462138.343750 Penalty: 4308.469238
	Iteration 55Q: 3 clusters Score -462138.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -462141.187500 Penalty: 4308.469238
	Iteration 56Q: 3 clusters Score -462141.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -462142.156250 Penalty: 4308.469238
	Iteration 57Q: 3 clusters Score -462142.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -462142.750000 Penalty: 4308.469238
	Iteration 58Q: 3 clusters Score -462142.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -462144.281250 Penalty: 4308.469238
	Iteration 59Q: 3 clusters Score -462144.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -462144.000000 Penalty: 4308.469238
	Iteration 60F: 3 clusters Score -462144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -462144.937500 Penalty: 4308.469238
	Iteration 61Q: 3 clusters Score -462144.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -462146.312500 Penalty: 4308.469238
	Iteration 62Q: 3 clusters Score -462146.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -462148.156250 Penalty: 4308.469238
	Iteration 63Q: 3 clusters Score -462148.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -462148.125000 Penalty: 4308.469238
	Iteration 64Q: 3 clusters Score -462148.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -462153.687500 Penalty: 4308.469238
	Iteration 65Q: 3 clusters Score -462153.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -462159.781250 Penalty: 4308.469238
	Iteration 66Q: 3 clusters Score -462159.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -462162.343750 Penalty: 4308.469238
	Iteration 67Q: 3 clusters Score -462162.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -462166.968750 Penalty: 4308.469238
	Iteration 68Q: 3 clusters Score -462167 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -462171.781250 Penalty: 4308.469238
	Iteration 69Q: 3 clusters Score -462171.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -462175.687500 Penalty: 4308.469238
	Iteration 70Q: 3 clusters Score -462175.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -462181.718750 Penalty: 4308.469238
	Iteration 71Q: 3 clusters Score -462181.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -462185.312500 Penalty: 4308.469238
	Iteration 72Q: 3 clusters Score -462185.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -462189.593750 Penalty: 4308.469238
	Iteration 73Q: 3 clusters Score -462189.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -462190.812500 Penalty: 4308.469238
	Iteration 74Q: 3 clusters Score -462190.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -462194.218750 Penalty: 4308.469238
	Iteration 75Q: 3 clusters Score -462194.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -462197.718750 Penalty: 4308.469238
	Iteration 76Q: 3 clusters Score -462197.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -462200.250000 Penalty: 4308.469238
	Iteration 77Q: 3 clusters Score -462200.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -462202.625000 Penalty: 4308.469238
	Iteration 78Q: 3 clusters Score -462202.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -462205.062500 Penalty: 4308.469238
	Iteration 79Q: 3 clusters Score -462205.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -462204.531250 Penalty: 4308.469238
	Iteration 80F: 3 clusters Score -462204.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -462206.093750 Penalty: 4308.469238
	Iteration 81Q: 3 clusters Score -462206.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -462207.250000 Penalty: 4308.469238
	Iteration 82Q: 3 clusters Score -462207.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -462207.375000 Penalty: 4308.469238
	Iteration 83Q: 3 clusters Score -462207.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -462209.031250 Penalty: 4308.469238
	Iteration 84Q: 3 clusters Score -462209 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -462212.843750 Penalty: 4308.469238
	Iteration 85Q: 3 clusters Score -462212.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -462215.187500 Penalty: 4308.469238
	Iteration 86Q: 3 clusters Score -462215.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -462218.968750 Penalty: 4308.469238
	Iteration 87Q: 3 clusters Score -462219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -462218.718750 Penalty: 4308.469238
	Iteration 88Q: 3 clusters Score -462218.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -462219.343750 Penalty: 4308.469238
	Iteration 89Q: 3 clusters Score -462219.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -462219.343750 Penalty: 4308.469238
	Iteration 90F: 3 clusters Score -462219.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Entering Unmasked Estep 
Score: -533153.125000 Penalty: 2189.902100
	Iteration 0F: 2 clusters Score -533153.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -527467.375000 Penalty: 4379.804199
	Iteration 0F: 3 clusters Score -527467.4 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -529245.250000 Penalty: 4379.804199
	Iteration 1F: 3 clusters Score -529245.2 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -529997.937500 Penalty: 4379.804199
	Iteration 2F: 3 clusters Score -529997.9 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -530877.500000 Penalty: 4379.804199
	Iteration 3F: 3 clusters Score -530877.5 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -531486.125000 Penalty: 4379.804199
	Iteration 4F: 3 clusters Score -531486.1 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -531833.125000 Penalty: 4379.804199
	Iteration 5F: 3 clusters Score -531833.1 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -532081.062500 Penalty: 4379.804199
	Iteration 6Q: 3 clusters Score -532081.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -532262.875000 Penalty: 4379.804199
	Iteration 7Q: 3 clusters Score -532262.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -532389.437500 Penalty: 4379.804199
	Iteration 8Q: 3 clusters Score -532389.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -532504.312500 Penalty: 4379.804199
	Iteration 9Q: 3 clusters Score -532504.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -532635.062500 Penalty: 4379.804199
	Iteration 10Q: 3 clusters Score -532635.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -532781.375000 Penalty: 4379.804199
	Iteration 11Q: 3 clusters Score -532781.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -532918.250000 Penalty: 4379.804199
	Iteration 12Q: 3 clusters Score -532918.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -533039.062500 Penalty: 4379.804199
	Iteration 13Q: 3 clusters Score -533039.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -533149.625000 Penalty: 4379.804199
	Iteration 14Q: 3 clusters Score -533149.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -533217.812500 Penalty: 4379.804199
	Iteration 15Q: 3 clusters Score -533217.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -533258.500000 Penalty: 4379.804199
	Iteration 16Q: 3 clusters Score -533258.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -533295.500000 Penalty: 4379.804199
	Iteration 17Q: 3 clusters Score -533295.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -533324.375000 Penalty: 4379.804199
	Iteration 18Q: 3 clusters Score -533324.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -533338.187500 Penalty: 4379.804199
	Iteration 19Q: 3 clusters Score -533338.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -533347.562500 Penalty: 4379.804199
	Iteration 20F: 3 clusters Score -533347.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -533352.312500 Penalty: 4379.804199
	Iteration 21Q: 3 clusters Score -533352.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -533354.812500 Penalty: 4379.804199
	Iteration 22Q: 3 clusters Score -533354.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -533359.687500 Penalty: 4379.804199
	Iteration 23Q: 3 clusters Score -533359.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -533362.750000 Penalty: 4379.804199
	Iteration 24Q: 3 clusters Score -533362.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -533366.500000 Penalty: 4379.804199
	Iteration 25Q: 3 clusters Score -533366.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -533368.312500 Penalty: 4379.804199
	Iteration 26Q: 3 clusters Score -533368.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -533369.062500 Penalty: 4379.804199
	Iteration 27Q: 3 clusters Score -533369.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -533369.500000 Penalty: 4379.804199
	Iteration 28Q: 3 clusters Score -533369.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -533369.500000 Penalty: 4379.804199
	Iteration 29F: 3 clusters Score -533369.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 2934 members 
Mstep: Class 3 contains 109698 members 
Mstep: Class 4 contains 3716 members 
Mstep: Class 5 contains 386143 members 
Mstep: Class 6 contains 4472 members 
Mstep: Class 7 contains 5922 members 
Mstep: Class 8 contains 5345 members 
Mstep: Class 9 contains 5231 members 
Mstep: Class 10 contains 30333 members 
Mstep: Class 11 contains 215206 members 
Mstep: Class 12 contains 49530 members 
Mstep: Class 13 contains 154217 members 
Mstep: Class 14 contains 76789 members 
Mstep: Class 15 contains 74645 members 
Mstep: Class 16 contains 88548 members 
Mstep: Class 17 contains 2123 members 
Mstep: Class 18 contains 28130 members 
Mstep: Class 19 contains 4560 members 
Mstep: Class 20 contains 8481 members 
Mstep: Class 21 contains 45310 members 
Mstep: Class 22 contains 27983 members 
Mstep: Class 23 contains 9120 members 
Mstep: Class 24 contains 7578 members 
Mstep: Class 25 contains 24523 members 
Mstep: Class 26 contains 15465 members 
Mstep: Class 27 contains 6081 members 
Mstep: Class 28 contains 7826 members 
Mstep: Class 29 contains 3601 members 
Mstep: Class 30 contains 10003 members 
Mstep: Class 31 contains 24838 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 10062 members 
Mstep: Class 34 contains 1493 members 
Entering Unmasked Estep 
Score: -111981088.000000 Penalty: 119701.210938
Splitting cluster 8 changes total score from -111982352.000000 to -111981088.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (5231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Entering Unmasked Estep 
Score: -410878.312500 Penalty: 2123.464844
	Iteration 0F: 2 clusters Score -410878.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -406213.218750 Penalty: 4246.929688
	Iteration 0F: 3 clusters Score -406213.2 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -407370.593750 Penalty: 4246.929688
	Iteration 1F: 3 clusters Score -407370.6 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -407572.375000 Penalty: 4246.929688
	Iteration 2F: 3 clusters Score -407572.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -407704.218750 Penalty: 4246.929688
	Iteration 3Q: 3 clusters Score -407704.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -407800.406250 Penalty: 4246.929688
	Iteration 4Q: 3 clusters Score -407800.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -407872.593750 Penalty: 4246.929688
	Iteration 5Q: 3 clusters Score -407872.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -407926.593750 Penalty: 4246.929688
	Iteration 6Q: 3 clusters Score -407926.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -407981.156250 Penalty: 4246.929688
	Iteration 7Q: 3 clusters Score -407981.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -408028.781250 Penalty: 4246.929688
	Iteration 8Q: 3 clusters Score -408028.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -408074.218750 Penalty: 4246.929688
	Iteration 9Q: 3 clusters Score -408074.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -408117.937500 Penalty: 4246.929688
	Iteration 10Q: 3 clusters Score -408117.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -408162.937500 Penalty: 4246.929688
	Iteration 11Q: 3 clusters Score -408162.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -408194.906250 Penalty: 4246.929688
	Iteration 12Q: 3 clusters Score -408194.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -408225.125000 Penalty: 4246.929688
	Iteration 13Q: 3 clusters Score -408225.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -408261.281250 Penalty: 4246.929688
	Iteration 14Q: 3 clusters Score -408261.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -408319.781250 Penalty: 4246.929688
	Iteration 15Q: 3 clusters Score -408319.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -408380.187500 Penalty: 4246.929688
	Iteration 16Q: 3 clusters Score -408380.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -408454.000000 Penalty: 4246.929688
	Iteration 17Q: 3 clusters Score -408454 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -408541.125000 Penalty: 4246.929688
	Iteration 18Q: 3 clusters Score -408541.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -408631.218750 Penalty: 4246.929688
	Iteration 19Q: 3 clusters Score -408631.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -408716.718750 Penalty: 4246.929688
	Iteration 20F: 3 clusters Score -408716.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -408774.843750 Penalty: 4246.929688
	Iteration 21Q: 3 clusters Score -408774.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -408832.531250 Penalty: 4246.929688
	Iteration 22Q: 3 clusters Score -408832.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -408883.375000 Penalty: 4246.929688
	Iteration 23Q: 3 clusters Score -408883.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -408916.781250 Penalty: 4246.929688
	Iteration 24Q: 3 clusters Score -408916.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -408934.593750 Penalty: 4246.929688
	Iteration 25Q: 3 clusters Score -408934.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -408948.781250 Penalty: 4246.929688
	Iteration 26Q: 3 clusters Score -408948.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -408961.968750 Penalty: 4246.929688
	Iteration 27Q: 3 clusters Score -408962 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -408974.843750 Penalty: 4246.929688
	Iteration 28Q: 3 clusters Score -408974.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -408984.156250 Penalty: 4246.929688
	Iteration 29Q: 3 clusters Score -408984.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -408998.406250 Penalty: 4246.929688
	Iteration 30Q: 3 clusters Score -408998.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -409008.843750 Penalty: 4246.929688
	Iteration 31Q: 3 clusters Score -409008.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -409029.718750 Penalty: 4246.929688
	Iteration 32Q: 3 clusters Score -409029.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -409041.656250 Penalty: 4246.929688
	Iteration 33Q: 3 clusters Score -409041.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -409048.218750 Penalty: 4246.929688
	Iteration 34Q: 3 clusters Score -409048.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -409054.187500 Penalty: 4246.929688
	Iteration 35Q: 3 clusters Score -409054.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -409060.062500 Penalty: 4246.929688
	Iteration 36Q: 3 clusters Score -409060.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -409062.000000 Penalty: 4246.929688
	Iteration 37Q: 3 clusters Score -409062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -409064.093750 Penalty: 4246.929688
	Iteration 38Q: 3 clusters Score -409064.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -409066.093750 Penalty: 4246.929688
	Iteration 39Q: 3 clusters Score -409066.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -409066.093750 Penalty: 4246.929688
	Iteration 40F: 3 clusters Score -409066.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (30333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30333 members 
Entering Unmasked Estep 
Score: -2355655.500000 Penalty: 2559.357910
	Iteration 0F: 2 clusters Score -2355656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15140 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -2334794.750000 Penalty: 5118.715820
	Iteration 0F: 3 clusters Score -2334795 nChanged 13709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -2342521.250000 Penalty: 5118.715820
	Iteration 1F: 3 clusters Score -2342521 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -2343129.750000 Penalty: 5118.715820
	Iteration 2F: 3 clusters Score -2343130 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -2343756.000000 Penalty: 5118.715820
	Iteration 3Q: 3 clusters Score -2343756 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 17225 members 
Entering Unmasked Estep 
Score: -2344398.250000 Penalty: 5118.715820
	Iteration 4Q: 3 clusters Score -2344398 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 17974 members 
Entering Unmasked Estep 
Score: -2345080.750000 Penalty: 5118.715820
	Iteration 5Q: 3 clusters Score -2345081 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -2345914.750000 Penalty: 5118.715820
	Iteration 6F: 3 clusters Score -2345915 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 20128 members 
Entering Unmasked Estep 
Score: -2346934.750000 Penalty: 5118.715820
	Iteration 7F: 3 clusters Score -2346935 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 21516 members 
Entering Unmasked Estep 
Score: -2348126.500000 Penalty: 5118.715820
	Iteration 8F: 3 clusters Score -2348126 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 22929 members 
Entering Unmasked Estep 
Score: -2349403.000000 Penalty: 5118.715820
	Iteration 9F: 3 clusters Score -2349403 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 24174 members 
Entering Unmasked Estep 
Score: -2350478.500000 Penalty: 5118.715820
	Iteration 10Q: 3 clusters Score -2350478 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 25154 members 
Entering Unmasked Estep 
Score: -2351342.000000 Penalty: 5118.715820
	Iteration 11Q: 3 clusters Score -2351342 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 25915 members 
Entering Unmasked Estep 
Score: -2351972.500000 Penalty: 5118.715820
	Iteration 12Q: 3 clusters Score -2351972 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 26464 members 
Entering Unmasked Estep 
Score: -2352427.750000 Penalty: 5118.715820
	Iteration 13Q: 3 clusters Score -2352428 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 26903 members 
Entering Unmasked Estep 
Score: -2352783.750000 Penalty: 5118.715820
	Iteration 14Q: 3 clusters Score -2352784 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 27266 members 
Entering Unmasked Estep 
Score: -2353056.000000 Penalty: 5118.715820
	Iteration 15Q: 3 clusters Score -2353056 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 27556 members 
Entering Unmasked Estep 
Score: -2353277.000000 Penalty: 5118.715820
	Iteration 16Q: 3 clusters Score -2353277 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 27780 members 
Entering Unmasked Estep 
Score: -2353404.250000 Penalty: 5118.715820
	Iteration 17Q: 3 clusters Score -2353404 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 27967 members 
Entering Unmasked Estep 
Score: -2353514.250000 Penalty: 5118.715820
	Iteration 18Q: 3 clusters Score -2353514 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 28116 members 
Entering Unmasked Estep 
Score: -2353613.500000 Penalty: 5118.715820
	Iteration 19Q: 3 clusters Score -2353614 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 28249 members 
Entering Unmasked Estep 
Score: -2353680.000000 Penalty: 5118.715820
	Iteration 20F: 3 clusters Score -2353680 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 28364 members 
Entering Unmasked Estep 
Score: -2353752.750000 Penalty: 5118.715820
	Iteration 21Q: 3 clusters Score -2353753 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 28453 members 
Entering Unmasked Estep 
Score: -2353787.250000 Penalty: 5118.715820
	Iteration 22Q: 3 clusters Score -2353787 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 28519 members 
Entering Unmasked Estep 
Score: -2353814.750000 Penalty: 5118.715820
	Iteration 23Q: 3 clusters Score -2353815 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 28576 members 
Entering Unmasked Estep 
Score: -2353835.250000 Penalty: 5118.715820
	Iteration 24Q: 3 clusters Score -2353835 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 28621 members 
Entering Unmasked Estep 
Score: -2353844.000000 Penalty: 5118.715820
	Iteration 25Q: 3 clusters Score -2353844 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 28651 members 
Entering Unmasked Estep 
Score: -2353859.000000 Penalty: 5118.715820
	Iteration 26Q: 3 clusters Score -2353859 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 28683 members 
Entering Unmasked Estep 
Score: -2353880.000000 Penalty: 5118.715820
	Iteration 27Q: 3 clusters Score -2353880 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 28711 members 
Entering Unmasked Estep 
Score: -2353893.750000 Penalty: 5118.715820
	Iteration 28Q: 3 clusters Score -2353894 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 28746 members 
Entering Unmasked Estep 
Score: -2353907.750000 Penalty: 5118.715820
	Iteration 29Q: 3 clusters Score -2353908 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 28769 members 
Entering Unmasked Estep 
Score: -2353911.750000 Penalty: 5118.715820
	Iteration 30Q: 3 clusters Score -2353912 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 28786 members 
Entering Unmasked Estep 
Score: -2353918.500000 Penalty: 5118.715820
	Iteration 31Q: 3 clusters Score -2353918 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 28806 members 
Entering Unmasked Estep 
Score: -2353925.750000 Penalty: 5118.715820
	Iteration 32Q: 3 clusters Score -2353926 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 28822 members 
Entering Unmasked Estep 
Score: -2353931.250000 Penalty: 5118.715820
	Iteration 33Q: 3 clusters Score -2353931 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 28840 members 
Entering Unmasked Estep 
Score: -2353940.500000 Penalty: 5118.715820
	Iteration 34Q: 3 clusters Score -2353940 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 28860 members 
Entering Unmasked Estep 
Score: -2353952.000000 Penalty: 5118.715820
	Iteration 35Q: 3 clusters Score -2353952 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 28879 members 
Entering Unmasked Estep 
Score: -2353964.750000 Penalty: 5118.715820
	Iteration 36Q: 3 clusters Score -2353965 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 28891 members 
Entering Unmasked Estep 
Score: -2353964.750000 Penalty: 5118.715820
	Iteration 37Q: 3 clusters Score -2353965 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 28906 members 
Entering Unmasked Estep 
Score: -2353971.250000 Penalty: 5118.715820
	Iteration 38Q: 3 clusters Score -2353971 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 28924 members 
Entering Unmasked Estep 
Score: -2353976.250000 Penalty: 5118.715820
	Iteration 39Q: 3 clusters Score -2353976 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 28938 members 
Entering Unmasked Estep 
Score: -2353985.250000 Penalty: 5118.715820
	Iteration 40F: 3 clusters Score -2353985 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 28951 members 
Entering Unmasked Estep 
Score: -2353986.250000 Penalty: 5118.715820
	Iteration 41Q: 3 clusters Score -2353986 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 28969 members 
Entering Unmasked Estep 
Score: -2353998.750000 Penalty: 5118.715820
	Iteration 42Q: 3 clusters Score -2353999 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 28986 members 
Entering Unmasked Estep 
Score: -2354009.750000 Penalty: 5118.715820
	Iteration 43Q: 3 clusters Score -2354010 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 29004 members 
Entering Unmasked Estep 
Score: -2354018.000000 Penalty: 5118.715820
	Iteration 44Q: 3 clusters Score -2354018 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 29019 members 
Entering Unmasked Estep 
Score: -2354023.000000 Penalty: 5118.715820
	Iteration 45Q: 3 clusters Score -2354023 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 29033 members 
Entering Unmasked Estep 
Score: -2354032.750000 Penalty: 5118.715820
	Iteration 46Q: 3 clusters Score -2354033 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 29050 members 
Entering Unmasked Estep 
Score: -2354047.250000 Penalty: 5118.715820
	Iteration 47Q: 3 clusters Score -2354047 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 29064 members 
Entering Unmasked Estep 
Score: -2354051.750000 Penalty: 5118.715820
	Iteration 48Q: 3 clusters Score -2354052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 29072 members 
Entering Unmasked Estep 
Score: -2354058.500000 Penalty: 5118.715820
	Iteration 49Q: 3 clusters Score -2354058 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 29080 members 
Entering Unmasked Estep 
Score: -2354061.500000 Penalty: 5118.715820
	Iteration 50Q: 3 clusters Score -2354062 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 29092 members 
Entering Unmasked Estep 
Score: -2354070.250000 Penalty: 5118.715820
	Iteration 51Q: 3 clusters Score -2354070 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 29103 members 
Entering Unmasked Estep 
Score: -2354075.000000 Penalty: 5118.715820
	Iteration 52Q: 3 clusters Score -2354075 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 29110 members 
Entering Unmasked Estep 
Score: -2354078.250000 Penalty: 5118.715820
	Iteration 53Q: 3 clusters Score -2354078 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 29123 members 
Entering Unmasked Estep 
Score: -2354084.750000 Penalty: 5118.715820
	Iteration 54Q: 3 clusters Score -2354085 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 29134 members 
Entering Unmasked Estep 
Score: -2354091.250000 Penalty: 5118.715820
	Iteration 55Q: 3 clusters Score -2354091 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 29144 members 
Entering Unmasked Estep 
Score: -2354100.250000 Penalty: 5118.715820
	Iteration 56Q: 3 clusters Score -2354100 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 29153 members 
Entering Unmasked Estep 
Score: -2354105.250000 Penalty: 5118.715820
	Iteration 57Q: 3 clusters Score -2354105 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 29167 members 
Entering Unmasked Estep 
Score: -2354113.500000 Penalty: 5118.715820
	Iteration 58Q: 3 clusters Score -2354114 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 29175 members 
Entering Unmasked Estep 
Score: -2354117.250000 Penalty: 5118.715820
	Iteration 59Q: 3 clusters Score -2354117 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 29189 members 
Entering Unmasked Estep 
Score: -2354136.250000 Penalty: 5118.715820
	Iteration 60F: 3 clusters Score -2354136 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 29205 members 
Entering Unmasked Estep 
Score: -2354153.750000 Penalty: 5118.715820
	Iteration 61Q: 3 clusters Score -2354154 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 29219 members 
Entering Unmasked Estep 
Score: -2354165.750000 Penalty: 5118.715820
	Iteration 62Q: 3 clusters Score -2354166 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 29227 members 
Entering Unmasked Estep 
Score: -2354173.750000 Penalty: 5118.715820
	Iteration 63Q: 3 clusters Score -2354174 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 29236 members 
Entering Unmasked Estep 
Score: -2354180.250000 Penalty: 5118.715820
	Iteration 64Q: 3 clusters Score -2354180 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 29246 members 
Entering Unmasked Estep 
Score: -2354183.750000 Penalty: 5118.715820
	Iteration 65Q: 3 clusters Score -2354184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 29253 members 
Entering Unmasked Estep 
Score: -2354185.750000 Penalty: 5118.715820
	Iteration 66Q: 3 clusters Score -2354186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 29255 members 
Entering Unmasked Estep 
Score: -2354185.250000 Penalty: 5118.715820
	Iteration 67Q: 3 clusters Score -2354185 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 29258 members 
Entering Unmasked Estep 
Score: -2354187.000000 Penalty: 5118.715820
	Iteration 68Q: 3 clusters Score -2354187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 29256 members 
Entering Unmasked Estep 
Score: -2354185.500000 Penalty: 5118.715820
	Iteration 69Q: 3 clusters Score -2354186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 29257 members 
Entering Unmasked Estep 
Score: -2354184.250000 Penalty: 5118.715820
	Iteration 70Q: 3 clusters Score -2354184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 29258 members 
Entering Unmasked Estep 
Score: -2354190.750000 Penalty: 5118.715820
	Iteration 71Q: 3 clusters Score -2354191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 29257 members 
Entering Unmasked Estep 
Score: -2354190.250000 Penalty: 5118.715820
	Iteration 72Q: 3 clusters Score -2354190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 29257 members 
Entering Unmasked Estep 
Score: -2354190.250000 Penalty: 5118.715820
	Iteration 73F: 3 clusters Score -2354190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (215206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215206 members 
Entering Unmasked Estep 
Score: -17076730.000000 Penalty: 3045.279053
	Iteration 0F: 2 clusters Score -1.707673e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108176 members 
Mstep: Class 2 contains 107030 members 
Entering Unmasked Estep 
Score: -16931976.000000 Penalty: 6090.558105
	Iteration 0F: 3 clusters Score -1.693198e+07 nChanged 103752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117628 members 
Mstep: Class 2 contains 97578 members 
Entering Unmasked Estep 
Score: -16994454.000000 Penalty: 6090.558105
	Iteration 1F: 3 clusters Score -1.699445e+07 nChanged 8537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123451 members 
Mstep: Class 2 contains 91755 members 
Entering Unmasked Estep 
Score: -16997740.000000 Penalty: 6090.558105
	Iteration 2Q: 3 clusters Score -1.699774e+07 nChanged 10837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132276 members 
Mstep: Class 2 contains 82930 members 
Entering Unmasked Estep 
Score: -17003508.000000 Penalty: 6090.558105
	Iteration 3F: 3 clusters Score -1.700351e+07 nChanged 13965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144745 members 
Mstep: Class 2 contains 70461 members 
Entering Unmasked Estep 
Score: -17013056.000000 Penalty: 6090.558105
	Iteration 4F: 3 clusters Score -1.701306e+07 nChanged 16344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160019 members 
Mstep: Class 2 contains 55187 members 
Entering Unmasked Estep 
Score: -17027044.000000 Penalty: 6090.558105
	Iteration 5F: 3 clusters Score -1.702704e+07 nChanged 16161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175442 members 
Mstep: Class 2 contains 39764 members 
Entering Unmasked Estep 
Score: -17042376.000000 Penalty: 6090.558105
	Iteration 6F: 3 clusters Score -1.704238e+07 nChanged 12769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187519 members 
Mstep: Class 2 contains 27687 members 
Entering Unmasked Estep 
Score: -17055134.000000 Penalty: 6090.558105
	Iteration 7F: 3 clusters Score -1.705513e+07 nChanged 8406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195053 members 
Mstep: Class 2 contains 20153 members 
Entering Unmasked Estep 
Score: -17063410.000000 Penalty: 6090.558105
	Iteration 8Q: 3 clusters Score -1.706341e+07 nChanged 5333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199462 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
Score: -17067866.000000 Penalty: 6090.558105
	Iteration 9Q: 3 clusters Score -1.706787e+07 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202283 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -17070134.000000 Penalty: 6090.558105
	Iteration 10Q: 3 clusters Score -1.707013e+07 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204339 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -17071412.000000 Penalty: 6090.558105
	Iteration 11Q: 3 clusters Score -1.707141e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205869 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -17072138.000000 Penalty: 6090.558105
	Iteration 12Q: 3 clusters Score -1.707214e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207072 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -17072608.000000 Penalty: 6090.558105
	Iteration 13Q: 3 clusters Score -1.707261e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208035 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -17072992.000000 Penalty: 6090.558105
	Iteration 14Q: 3 clusters Score -1.707299e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208784 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -17073324.000000 Penalty: 6090.558105
	Iteration 15Q: 3 clusters Score -1.707332e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209420 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -17073496.000000 Penalty: 6090.558105
	Iteration 16Q: 3 clusters Score -1.70735e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209961 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -17073710.000000 Penalty: 6090.558105
	Iteration 17Q: 3 clusters Score -1.707371e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210384 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -17073864.000000 Penalty: 6090.558105
	Iteration 18Q: 3 clusters Score -1.707386e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210745 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -17074018.000000 Penalty: 6090.558105
	Iteration 19Q: 3 clusters Score -1.707402e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211042 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -17074082.000000 Penalty: 6090.558105
	Iteration 20F: 3 clusters Score -1.707408e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211285 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -17074198.000000 Penalty: 6090.558105
	Iteration 21Q: 3 clusters Score -1.70742e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211504 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -17074260.000000 Penalty: 6090.558105
	Iteration 22Q: 3 clusters Score -1.707426e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211705 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -17074322.000000 Penalty: 6090.558105
	Iteration 23Q: 3 clusters Score -1.707432e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211857 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -17074342.000000 Penalty: 6090.558105
	Iteration 24Q: 3 clusters Score -1.707434e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211994 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -17074388.000000 Penalty: 6090.558105
	Iteration 25Q: 3 clusters Score -1.707439e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212100 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -17074416.000000 Penalty: 6090.558105
	Iteration 26Q: 3 clusters Score -1.707442e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212192 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -17074422.000000 Penalty: 6090.558105
	Iteration 27Q: 3 clusters Score -1.707442e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212276 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -17074454.000000 Penalty: 6090.558105
	Iteration 28Q: 3 clusters Score -1.707445e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212358 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -17074450.000000 Penalty: 6090.558105
	Iteration 29Q: 3 clusters Score -1.707445e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212420 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -17074488.000000 Penalty: 6090.558105
	Iteration 30Q: 3 clusters Score -1.707449e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212476 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -17074510.000000 Penalty: 6090.558105
	Iteration 31Q: 3 clusters Score -1.707451e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212521 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -17074484.000000 Penalty: 6090.558105
	Iteration 32Q: 3 clusters Score -1.707448e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212551 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -17074506.000000 Penalty: 6090.558105
	Iteration 33Q: 3 clusters Score -1.707451e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212581 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -17074530.000000 Penalty: 6090.558105
	Iteration 34Q: 3 clusters Score -1.707453e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212610 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -17074540.000000 Penalty: 6090.558105
	Iteration 35Q: 3 clusters Score -1.707454e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212636 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -17074524.000000 Penalty: 6090.558105
	Iteration 36Q: 3 clusters Score -1.707452e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212659 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -17074542.000000 Penalty: 6090.558105
	Iteration 37Q: 3 clusters Score -1.707454e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212676 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -17074556.000000 Penalty: 6090.558105
	Iteration 38Q: 3 clusters Score -1.707456e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212690 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -17074574.000000 Penalty: 6090.558105
	Iteration 39Q: 3 clusters Score -1.707457e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212701 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -17074574.000000 Penalty: 6090.558105
	Iteration 40F: 3 clusters Score -1.707457e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212709 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -17074556.000000 Penalty: 6090.558105
	Iteration 41Q: 3 clusters Score -1.707456e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212715 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -17074558.000000 Penalty: 6090.558105
	Iteration 42Q: 3 clusters Score -1.707456e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212719 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -17074564.000000 Penalty: 6090.558105
	Iteration 43Q: 3 clusters Score -1.707456e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212726 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -17074568.000000 Penalty: 6090.558105
	Iteration 44Q: 3 clusters Score -1.707457e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212734 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -17074566.000000 Penalty: 6090.558105
	Iteration 45Q: 3 clusters Score -1.707457e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212742 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -17074552.000000 Penalty: 6090.558105
	Iteration 46Q: 3 clusters Score -1.707455e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212750 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -17074568.000000 Penalty: 6090.558105
	Iteration 47Q: 3 clusters Score -1.707457e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212754 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -17074568.000000 Penalty: 6090.558105
	Iteration 48Q: 3 clusters Score -1.707457e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212757 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -17074564.000000 Penalty: 6090.558105
	Iteration 49Q: 3 clusters Score -1.707456e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212765 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -17074558.000000 Penalty: 6090.558105
	Iteration 50Q: 3 clusters Score -1.707456e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212773 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -17074560.000000 Penalty: 6090.558105
	Iteration 51Q: 3 clusters Score -1.707456e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212786 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -17074550.000000 Penalty: 6090.558105
	Iteration 52Q: 3 clusters Score -1.707455e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212795 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -17074548.000000 Penalty: 6090.558105
	Iteration 53Q: 3 clusters Score -1.707455e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212803 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -17074536.000000 Penalty: 6090.558105
	Iteration 54Q: 3 clusters Score -1.707454e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212812 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -17074540.000000 Penalty: 6090.558105
	Iteration 55Q: 3 clusters Score -1.707454e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212823 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -17074546.000000 Penalty: 6090.558105
	Iteration 56Q: 3 clusters Score -1.707455e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212831 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -17074550.000000 Penalty: 6090.558105
	Iteration 57Q: 3 clusters Score -1.707455e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212845 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -17074554.000000 Penalty: 6090.558105
	Iteration 58Q: 3 clusters Score -1.707455e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212860 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -17074550.000000 Penalty: 6090.558105
	Iteration 59Q: 3 clusters Score -1.707455e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212875 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -17074546.000000 Penalty: 6090.558105
	Iteration 60F: 3 clusters Score -1.707455e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212892 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -17074572.000000 Penalty: 6090.558105
	Iteration 61Q: 3 clusters Score -1.707457e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212907 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -17074560.000000 Penalty: 6090.558105
	Iteration 62Q: 3 clusters Score -1.707456e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212923 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -17074564.000000 Penalty: 6090.558105
	Iteration 63Q: 3 clusters Score -1.707456e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212933 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -17074564.000000 Penalty: 6090.558105
	Iteration 64Q: 3 clusters Score -1.707456e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212943 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -17074578.000000 Penalty: 6090.558105
	Iteration 65Q: 3 clusters Score -1.707458e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212949 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -17074600.000000 Penalty: 6090.558105
	Iteration 66Q: 3 clusters Score -1.70746e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212958 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -17074586.000000 Penalty: 6090.558105
	Iteration 67Q: 3 clusters Score -1.707459e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212963 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -17074596.000000 Penalty: 6090.558105
	Iteration 68Q: 3 clusters Score -1.70746e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212964 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -17074594.000000 Penalty: 6090.558105
	Iteration 69Q: 3 clusters Score -1.707459e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212965 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -17074588.000000 Penalty: 6090.558105
	Iteration 70Q: 3 clusters Score -1.707459e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212966 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -17074586.000000 Penalty: 6090.558105
	Iteration 71Q: 3 clusters Score -1.707459e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212968 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -17074582.000000 Penalty: 6090.558105
	Iteration 72Q: 3 clusters Score -1.707458e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212971 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -17074588.000000 Penalty: 6090.558105
	Iteration 73Q: 3 clusters Score -1.707459e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212971 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -17074588.000000 Penalty: 6090.558105
	Iteration 74F: 3 clusters Score -1.707459e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (49530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49530 members 
Entering Unmasked Estep 
Score: -3854769.250000 Penalty: 2680.962891
	Iteration 0F: 2 clusters Score -3854769 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24882 members 
Mstep: Class 2 contains 24648 members 
Entering Unmasked Estep 
Score: -3821367.750000 Penalty: 5361.925781
	Iteration 0F: 3 clusters Score -3821368 nChanged 22804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25822 members 
Mstep: Class 2 contains 23708 members 
Entering Unmasked Estep 
Score: -3834061.000000 Penalty: 5361.925781
	Iteration 1F: 3 clusters Score -3834061 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26308 members 
Mstep: Class 2 contains 23222 members 
Entering Unmasked Estep 
Score: -3834609.750000 Penalty: 5361.925781
	Iteration 2Q: 3 clusters Score -3834610 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26940 members 
Mstep: Class 2 contains 22590 members 
Entering Unmasked Estep 
Score: -3835202.250000 Penalty: 5361.925781
	Iteration 3Q: 3 clusters Score -3835202 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27847 members 
Mstep: Class 2 contains 21683 members 
Entering Unmasked Estep 
Score: -3835829.250000 Penalty: 5361.925781
	Iteration 4Q: 3 clusters Score -3835829 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29157 members 
Mstep: Class 2 contains 20373 members 
Entering Unmasked Estep 
Score: -3836650.000000 Penalty: 5361.925781
	Iteration 5Q: 3 clusters Score -3836650 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30894 members 
Mstep: Class 2 contains 18636 members 
Entering Unmasked Estep 
Score: -3837750.000000 Penalty: 5361.925781
	Iteration 6Q: 3 clusters Score -3837750 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33079 members 
Mstep: Class 2 contains 16451 members 
Entering Unmasked Estep 
Score: -3839277.500000 Penalty: 5361.925781
	Iteration 7Q: 3 clusters Score -3839278 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35752 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -3841358.250000 Penalty: 5361.925781
	Iteration 8F: 3 clusters Score -3841358 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38756 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -3843812.000000 Penalty: 5361.925781
	Iteration 9F: 3 clusters Score -3843812 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41716 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -3846299.750000 Penalty: 5361.925781
	Iteration 10F: 3 clusters Score -3846300 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44296 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -3848548.000000 Penalty: 5361.925781
	Iteration 11F: 3 clusters Score -3848548 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46215 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -3850144.500000 Penalty: 5361.925781
	Iteration 12Q: 3 clusters Score -3850144 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47421 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -3851098.750000 Penalty: 5361.925781
	Iteration 13Q: 3 clusters Score -3851099 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48119 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -3851649.750000 Penalty: 5361.925781
	Iteration 14Q: 3 clusters Score -3851650 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48477 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -3851934.750000 Penalty: 5361.925781
	Iteration 15Q: 3 clusters Score -3851935 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48683 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -3852084.750000 Penalty: 5361.925781
	Iteration 16Q: 3 clusters Score -3852085 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48795 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -3852194.000000 Penalty: 5361.925781
	Iteration 17Q: 3 clusters Score -3852194 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48871 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -3852245.250000 Penalty: 5361.925781
	Iteration 18Q: 3 clusters Score -3852245 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48917 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -3852289.500000 Penalty: 5361.925781
	Iteration 19Q: 3 clusters Score -3852290 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48956 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -3852326.750000 Penalty: 5361.925781
	Iteration 20F: 3 clusters Score -3852327 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48982 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -3852353.000000 Penalty: 5361.925781
	Iteration 21Q: 3 clusters Score -3852353 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49004 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -3852373.000000 Penalty: 5361.925781
	Iteration 22Q: 3 clusters Score -3852373 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49019 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -3852389.750000 Penalty: 5361.925781
	Iteration 23Q: 3 clusters Score -3852390 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49024 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -3852406.500000 Penalty: 5361.925781
	Iteration 24Q: 3 clusters Score -3852406 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49028 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -3852413.750000 Penalty: 5361.925781
	Iteration 25Q: 3 clusters Score -3852414 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49035 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -3852421.500000 Penalty: 5361.925781
	Iteration 26Q: 3 clusters Score -3852422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49042 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -3852422.250000 Penalty: 5361.925781
	Iteration 27Q: 3 clusters Score -3852422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49044 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -3852427.000000 Penalty: 5361.925781
	Iteration 28Q: 3 clusters Score -3852427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49045 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -3852428.000000 Penalty: 5361.925781
	Iteration 29Q: 3 clusters Score -3852428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49048 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -3852436.750000 Penalty: 5361.925781
	Iteration 30Q: 3 clusters Score -3852437 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49053 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -3852436.250000 Penalty: 5361.925781
	Iteration 31Q: 3 clusters Score -3852436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49051 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -3852439.000000 Penalty: 5361.925781
	Iteration 32Q: 3 clusters Score -3852439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49052 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -3852443.000000 Penalty: 5361.925781
	Iteration 33Q: 3 clusters Score -3852443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49054 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -3852441.000000 Penalty: 5361.925781
	Iteration 34Q: 3 clusters Score -3852441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49054 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -3852442.500000 Penalty: 5361.925781
	Iteration 35Q: 3 clusters Score -3852442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49053 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -3852443.750000 Penalty: 5361.925781
	Iteration 36Q: 3 clusters Score -3852444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49051 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -3852442.000000 Penalty: 5361.925781
	Iteration 37Q: 3 clusters Score -3852442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49052 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -3852445.000000 Penalty: 5361.925781
	Iteration 38Q: 3 clusters Score -3852445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49053 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -3852449.000000 Penalty: 5361.925781
	Iteration 39Q: 3 clusters Score -3852449 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49057 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -3852453.500000 Penalty: 5361.925781
	Iteration 40F: 3 clusters Score -3852454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49063 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -3852453.750000 Penalty: 5361.925781
	Iteration 41Q: 3 clusters Score -3852454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49066 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -3852461.250000 Penalty: 5361.925781
	Iteration 42Q: 3 clusters Score -3852461 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49069 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -3852464.750000 Penalty: 5361.925781
	Iteration 43Q: 3 clusters Score -3852465 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49074 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -3852466.000000 Penalty: 5361.925781
	Iteration 44Q: 3 clusters Score -3852466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49076 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -3852469.000000 Penalty: 5361.925781
	Iteration 45Q: 3 clusters Score -3852469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49077 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -3852468.750000 Penalty: 5361.925781
	Iteration 46Q: 3 clusters Score -3852469 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49077 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -3852468.750000 Penalty: 5361.925781
	Iteration 47F: 3 clusters Score -3852469 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (154217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154217 members 
Entering Unmasked Estep 
Score: -12348289.000000 Penalty: 2962.636963
	Iteration 0F: 2 clusters Score -1.234829e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77032 members 
Mstep: Class 2 contains 77185 members 
Entering Unmasked Estep 
Score: -12244837.000000 Penalty: 5925.273926
	Iteration 0F: 3 clusters Score -1.224484e+07 nChanged 73762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77054 members 
Mstep: Class 2 contains 77163 members 
Entering Unmasked Estep 
Score: -12287624.000000 Penalty: 5925.273926
	Iteration 1F: 3 clusters Score -1.228762e+07 nChanged 4136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76670 members 
Mstep: Class 2 contains 77547 members 
Entering Unmasked Estep 
Score: -12288399.000000 Penalty: 5925.273926
	Iteration 2Q: 3 clusters Score -1.22884e+07 nChanged 4219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75991 members 
Mstep: Class 2 contains 78226 members 
Entering Unmasked Estep 
Score: -12289292.000000 Penalty: 5925.273926
	Iteration 3Q: 3 clusters Score -1.228929e+07 nChanged 4815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74500 members 
Mstep: Class 2 contains 79717 members 
Entering Unmasked Estep 
Score: -12290661.000000 Penalty: 5925.273926
	Iteration 4Q: 3 clusters Score -1.229066e+07 nChanged 5986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72002 members 
Mstep: Class 2 contains 82215 members 
Entering Unmasked Estep 
Score: -12293019.000000 Penalty: 5925.273926
	Iteration 5Q: 3 clusters Score -1.229302e+07 nChanged 7910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68046 members 
Mstep: Class 2 contains 86171 members 
Entering Unmasked Estep 
Score: -12296943.000000 Penalty: 5925.273926
	Iteration 6F: 3 clusters Score -1.229694e+07 nChanged 10166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62308 members 
Mstep: Class 2 contains 91909 members 
Entering Unmasked Estep 
Score: -12303437.000000 Penalty: 5925.273926
	Iteration 7F: 3 clusters Score -1.230344e+07 nChanged 11579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55321 members 
Mstep: Class 2 contains 98896 members 
Entering Unmasked Estep 
Score: -12310864.000000 Penalty: 5925.273926
	Iteration 8F: 3 clusters Score -1.231086e+07 nChanged 11054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48253 members 
Mstep: Class 2 contains 105964 members 
Entering Unmasked Estep 
Score: -12317566.000000 Penalty: 5925.273926
	Iteration 9F: 3 clusters Score -1.231757e+07 nChanged 9137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41692 members 
Mstep: Class 2 contains 112525 members 
Entering Unmasked Estep 
Score: -12322278.000000 Penalty: 5925.273926
	Iteration 10F: 3 clusters Score -1.232228e+07 nChanged 7144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35756 members 
Mstep: Class 2 contains 118461 members 
Entering Unmasked Estep 
Score: -12325867.000000 Penalty: 5925.273926
	Iteration 11Q: 3 clusters Score -1.232587e+07 nChanged 5953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30227 members 
Mstep: Class 2 contains 123990 members 
Entering Unmasked Estep 
Score: -12328849.000000 Penalty: 5925.273926
	Iteration 12Q: 3 clusters Score -1.232885e+07 nChanged 5357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24952 members 
Mstep: Class 2 contains 129265 members 
Entering Unmasked Estep 
Score: -12331465.000000 Penalty: 5925.273926
	Iteration 13Q: 3 clusters Score -1.233146e+07 nChanged 4940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20020 members 
Mstep: Class 2 contains 134197 members 
Entering Unmasked Estep 
Score: -12334178.000000 Penalty: 5925.273926
	Iteration 14Q: 3 clusters Score -1.233418e+07 nChanged 4514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15506 members 
Mstep: Class 2 contains 138711 members 
Entering Unmasked Estep 
Score: -12336698.000000 Penalty: 5925.273926
	Iteration 15Q: 3 clusters Score -1.23367e+07 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 142644 members 
Entering Unmasked Estep 
Score: -12339011.000000 Penalty: 5925.273926
	Iteration 16Q: 3 clusters Score -1.233901e+07 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 145899 members 
Entering Unmasked Estep 
Score: -12341000.000000 Penalty: 5925.273926
	Iteration 17Q: 3 clusters Score -1.2341e+07 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 148375 members 
Entering Unmasked Estep 
Score: -12342622.000000 Penalty: 5925.273926
	Iteration 18Q: 3 clusters Score -1.234262e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 150186 members 
Entering Unmasked Estep 
Score: -12343674.000000 Penalty: 5925.273926
	Iteration 19Q: 3 clusters Score -1.234367e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 151412 members 
Entering Unmasked Estep 
Score: -12344536.000000 Penalty: 5925.273926
	Iteration 20F: 3 clusters Score -1.234454e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 152194 members 
Entering Unmasked Estep 
Score: -12345031.000000 Penalty: 5925.273926
	Iteration 21Q: 3 clusters Score -1.234503e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 152647 members 
Entering Unmasked Estep 
Score: -12345331.000000 Penalty: 5925.273926
	Iteration 22Q: 3 clusters Score -1.234533e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 152894 members 
Entering Unmasked Estep 
Score: -12345471.000000 Penalty: 5925.273926
	Iteration 23Q: 3 clusters Score -1.234547e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 153068 members 
Entering Unmasked Estep 
Score: -12345598.000000 Penalty: 5925.273926
	Iteration 24Q: 3 clusters Score -1.23456e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 153174 members 
Entering Unmasked Estep 
Score: -12345705.000000 Penalty: 5925.273926
	Iteration 25Q: 3 clusters Score -1.23457e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 153250 members 
Entering Unmasked Estep 
Score: -12345790.000000 Penalty: 5925.273926
	Iteration 26Q: 3 clusters Score -1.234579e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 153314 members 
Entering Unmasked Estep 
Score: -12345834.000000 Penalty: 5925.273926
	Iteration 27Q: 3 clusters Score -1.234583e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 153354 members 
Entering Unmasked Estep 
Score: -12345862.000000 Penalty: 5925.273926
	Iteration 28Q: 3 clusters Score -1.234586e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 153375 members 
Entering Unmasked Estep 
Score: -12345891.000000 Penalty: 5925.273926
	Iteration 29Q: 3 clusters Score -1.234589e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 153391 members 
Entering Unmasked Estep 
Score: -12345882.000000 Penalty: 5925.273926
	Iteration 30Q: 3 clusters Score -1.234588e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 153406 members 
Entering Unmasked Estep 
Score: -12345903.000000 Penalty: 5925.273926
	Iteration 31Q: 3 clusters Score -1.23459e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 153415 members 
Entering Unmasked Estep 
Score: -12345901.000000 Penalty: 5925.273926
	Iteration 32Q: 3 clusters Score -1.23459e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 153422 members 
Entering Unmasked Estep 
Score: -12345903.000000 Penalty: 5925.273926
	Iteration 33Q: 3 clusters Score -1.23459e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 153425 members 
Entering Unmasked Estep 
Score: -12345909.000000 Penalty: 5925.273926
	Iteration 34Q: 3 clusters Score -1.234591e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 153429 members 
Entering Unmasked Estep 
Score: -12345925.000000 Penalty: 5925.273926
	Iteration 35Q: 3 clusters Score -1.234592e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 153431 members 
Entering Unmasked Estep 
Score: -12345921.000000 Penalty: 5925.273926
	Iteration 36Q: 3 clusters Score -1.234592e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 153433 members 
Entering Unmasked Estep 
Score: -12345937.000000 Penalty: 5925.273926
	Iteration 37Q: 3 clusters Score -1.234594e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 153435 members 
Entering Unmasked Estep 
Score: -12345940.000000 Penalty: 5925.273926
	Iteration 38Q: 3 clusters Score -1.234594e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 153438 members 
Entering Unmasked Estep 
Score: -12345931.000000 Penalty: 5925.273926
	Iteration 39Q: 3 clusters Score -1.234593e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 153439 members 
Entering Unmasked Estep 
Score: -12345932.000000 Penalty: 5925.273926
	Iteration 40F: 3 clusters Score -1.234593e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 153440 members 
Entering Unmasked Estep 
Score: -12345930.000000 Penalty: 5925.273926
	Iteration 41Q: 3 clusters Score -1.234593e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 153441 members 
Entering Unmasked Estep 
Score: -12345947.000000 Penalty: 5925.273926
	Iteration 42Q: 3 clusters Score -1.234595e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 153443 members 
Entering Unmasked Estep 
Score: -12345940.000000 Penalty: 5925.273926
	Iteration 43Q: 3 clusters Score -1.234594e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 153444 members 
Entering Unmasked Estep 
Score: -12345942.000000 Penalty: 5925.273926
	Iteration 44Q: 3 clusters Score -1.234594e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 153447 members 
Entering Unmasked Estep 
Score: -12345952.000000 Penalty: 5925.273926
	Iteration 45Q: 3 clusters Score -1.234595e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 153451 members 
Entering Unmasked Estep 
Score: -12345950.000000 Penalty: 5925.273926
	Iteration 46Q: 3 clusters Score -1.234595e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 153453 members 
Entering Unmasked Estep 
Score: -12345954.000000 Penalty: 5925.273926
	Iteration 47Q: 3 clusters Score -1.234595e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 153451 members 
Entering Unmasked Estep 
Score: -12345955.000000 Penalty: 5925.273926
	Iteration 48Q: 3 clusters Score -1.234596e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 153452 members 
Entering Unmasked Estep 
Score: -12345954.000000 Penalty: 5925.273926
	Iteration 49Q: 3 clusters Score -1.234595e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 153454 members 
Entering Unmasked Estep 
Score: -12345949.000000 Penalty: 5925.273926
	Iteration 50Q: 3 clusters Score -1.234595e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 153455 members 
Entering Unmasked Estep 
Score: -12345958.000000 Penalty: 5925.273926
	Iteration 51Q: 3 clusters Score -1.234596e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 153453 members 
Entering Unmasked Estep 
Score: -12345956.000000 Penalty: 5925.273926
	Iteration 52Q: 3 clusters Score -1.234596e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 153453 members 
Entering Unmasked Estep 
Score: -12345956.000000 Penalty: 5925.273926
	Iteration 53F: 3 clusters Score -1.234596e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (76789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76789 members 
Entering Unmasked Estep 
Score: -6164372.500000 Penalty: 2789.706543
	Iteration 0F: 2 clusters Score -6164372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38556 members 
Mstep: Class 2 contains 38233 members 
Entering Unmasked Estep 
Score: -6112655.500000 Penalty: 5579.413086
	Iteration 0F: 3 clusters Score -6112656 nChanged 36155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40483 members 
Mstep: Class 2 contains 36306 members 
Entering Unmasked Estep 
Score: -6133457.000000 Penalty: 5579.413086
	Iteration 1F: 3 clusters Score -6133457 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41649 members 
Mstep: Class 2 contains 35140 members 
Entering Unmasked Estep 
Score: -6134284.000000 Penalty: 5579.413086
	Iteration 2Q: 3 clusters Score -6134284 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43369 members 
Mstep: Class 2 contains 33420 members 
Entering Unmasked Estep 
Score: -6135407.500000 Penalty: 5579.413086
	Iteration 3Q: 3 clusters Score -6135408 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45773 members 
Mstep: Class 2 contains 31016 members 
Entering Unmasked Estep 
Score: -6137000.000000 Penalty: 5579.413086
	Iteration 4Q: 3 clusters Score -6137000 nChanged 4201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49054 members 
Mstep: Class 2 contains 27735 members 
Entering Unmasked Estep 
Score: -6139394.500000 Penalty: 5579.413086
	Iteration 5F: 3 clusters Score -6139394 nChanged 4809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53055 members 
Mstep: Class 2 contains 23734 members 
Entering Unmasked Estep 
Score: -6142709.500000 Penalty: 5579.413086
	Iteration 6F: 3 clusters Score -6142710 nChanged 5194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57571 members 
Mstep: Class 2 contains 19218 members 
Entering Unmasked Estep 
Score: -6146916.500000 Penalty: 5579.413086
	Iteration 7F: 3 clusters Score -6146916 nChanged 4857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61860 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -6151617.000000 Penalty: 5579.413086
	Iteration 8F: 3 clusters Score -6151617 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65088 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -6155827.000000 Penalty: 5579.413086
	Iteration 9Q: 3 clusters Score -6155827 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66863 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -6158773.500000 Penalty: 5579.413086
	Iteration 10Q: 3 clusters Score -6158774 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67612 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -6160235.500000 Penalty: 5579.413086
	Iteration 11Q: 3 clusters Score -6160236 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67968 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -6160900.500000 Penalty: 5579.413086
	Iteration 12Q: 3 clusters Score -6160900 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68180 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -6161252.500000 Penalty: 5579.413086
	Iteration 13Q: 3 clusters Score -6161252 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68368 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -6161472.500000 Penalty: 5579.413086
	Iteration 14Q: 3 clusters Score -6161472 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68492 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -6161624.000000 Penalty: 5579.413086
	Iteration 15Q: 3 clusters Score -6161624 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68580 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -6161779.500000 Penalty: 5579.413086
	Iteration 16Q: 3 clusters Score -6161780 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68648 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -6161871.500000 Penalty: 5579.413086
	Iteration 17Q: 3 clusters Score -6161872 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68721 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -6161935.500000 Penalty: 5579.413086
	Iteration 18Q: 3 clusters Score -6161936 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68802 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -6162022.500000 Penalty: 5579.413086
	Iteration 19Q: 3 clusters Score -6162022 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68889 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -6162085.500000 Penalty: 5579.413086
	Iteration 20F: 3 clusters Score -6162086 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68952 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -6162112.500000 Penalty: 5579.413086
	Iteration 21Q: 3 clusters Score -6162112 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69015 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -6162140.000000 Penalty: 5579.413086
	Iteration 22Q: 3 clusters Score -6162140 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69082 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -6162144.000000 Penalty: 5579.413086
	Iteration 23Q: 3 clusters Score -6162144 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69132 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -6162138.000000 Penalty: 5579.413086
	Iteration 24Q: 3 clusters Score -6162138 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69167 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -6162137.500000 Penalty: 5579.413086
	Iteration 25Q: 3 clusters Score -6162138 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69200 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -6162157.000000 Penalty: 5579.413086
	Iteration 26Q: 3 clusters Score -6162157 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69236 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -6162180.500000 Penalty: 5579.413086
	Iteration 27Q: 3 clusters Score -6162180 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69264 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -6162173.500000 Penalty: 5579.413086
	Iteration 28Q: 3 clusters Score -6162174 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69295 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -6162169.500000 Penalty: 5579.413086
	Iteration 29Q: 3 clusters Score -6162170 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69328 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -6162181.500000 Penalty: 5579.413086
	Iteration 30Q: 3 clusters Score -6162182 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69365 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -6162197.000000 Penalty: 5579.413086
	Iteration 31Q: 3 clusters Score -6162197 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69392 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -6162202.500000 Penalty: 5579.413086
	Iteration 32Q: 3 clusters Score -6162202 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69417 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -6162181.500000 Penalty: 5579.413086
	Iteration 33Q: 3 clusters Score -6162182 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69436 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -6162194.500000 Penalty: 5579.413086
	Iteration 34Q: 3 clusters Score -6162194 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69465 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -6162197.500000 Penalty: 5579.413086
	Iteration 35Q: 3 clusters Score -6162198 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69481 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -6162193.000000 Penalty: 5579.413086
	Iteration 36Q: 3 clusters Score -6162193 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69503 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -6162186.000000 Penalty: 5579.413086
	Iteration 37Q: 3 clusters Score -6162186 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69525 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -6162182.000000 Penalty: 5579.413086
	Iteration 38Q: 3 clusters Score -6162182 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69541 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -6162188.000000 Penalty: 5579.413086
	Iteration 39Q: 3 clusters Score -6162188 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69556 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -6162194.500000 Penalty: 5579.413086
	Iteration 40F: 3 clusters Score -6162194 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69566 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -6162204.000000 Penalty: 5579.413086
	Iteration 41Q: 3 clusters Score -6162204 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69577 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -6162204.000000 Penalty: 5579.413086
	Iteration 42Q: 3 clusters Score -6162204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69585 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -6162201.500000 Penalty: 5579.413086
	Iteration 43Q: 3 clusters Score -6162202 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69600 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -6162194.500000 Penalty: 5579.413086
	Iteration 44Q: 3 clusters Score -6162194 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69618 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -6162213.000000 Penalty: 5579.413086
	Iteration 45Q: 3 clusters Score -6162213 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69634 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -6162202.000000 Penalty: 5579.413086
	Iteration 46Q: 3 clusters Score -6162202 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69645 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -6162191.000000 Penalty: 5579.413086
	Iteration 47Q: 3 clusters Score -6162191 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69656 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -6162196.500000 Penalty: 5579.413086
	Iteration 48Q: 3 clusters Score -6162196 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69664 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -6162208.000000 Penalty: 5579.413086
	Iteration 49Q: 3 clusters Score -6162208 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69672 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -6162200.000000 Penalty: 5579.413086
	Iteration 50Q: 3 clusters Score -6162200 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69677 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -6162202.000000 Penalty: 5579.413086
	Iteration 51Q: 3 clusters Score -6162202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69684 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -6162206.500000 Penalty: 5579.413086
	Iteration 52Q: 3 clusters Score -6162206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69689 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -6162202.500000 Penalty: 5579.413086
	Iteration 53Q: 3 clusters Score -6162202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69690 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -6162201.000000 Penalty: 5579.413086
	Iteration 54Q: 3 clusters Score -6162201 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69691 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -6162201.000000 Penalty: 5579.413086
	Iteration 55Q: 3 clusters Score -6162201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69694 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -6162199.000000 Penalty: 5579.413086
	Iteration 56Q: 3 clusters Score -6162199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69697 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -6162199.500000 Penalty: 5579.413086
	Iteration 57Q: 3 clusters Score -6162200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69700 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -6162199.000000 Penalty: 5579.413086
	Iteration 58Q: 3 clusters Score -6162199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69704 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -6162199.000000 Penalty: 5579.413086
	Iteration 59Q: 3 clusters Score -6162199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69706 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -6162204.500000 Penalty: 5579.413086
	Iteration 60F: 3 clusters Score -6162204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69711 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -6162209.500000 Penalty: 5579.413086
	Iteration 61Q: 3 clusters Score -6162210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69712 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -6162209.500000 Penalty: 5579.413086
	Iteration 62Q: 3 clusters Score -6162210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69714 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -6162212.000000 Penalty: 5579.413086
	Iteration 63Q: 3 clusters Score -6162212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69713 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -6162208.500000 Penalty: 5579.413086
	Iteration 64Q: 3 clusters Score -6162208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69713 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -6162208.500000 Penalty: 5579.413086
	Iteration 65F: 3 clusters Score -6162208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (74645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74645 members 
Entering Unmasked Estep 
Score: -6018971.500000 Penalty: 2782.683838
	Iteration 0F: 2 clusters Score -6018972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37407 members 
Mstep: Class 2 contains 37238 members 
Entering Unmasked Estep 
Score: -5969033.500000 Penalty: 5565.367676
	Iteration 0F: 3 clusters Score -5969034 nChanged 34987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38844 members 
Mstep: Class 2 contains 35801 members 
Entering Unmasked Estep 
Score: -5988920.500000 Penalty: 5565.367676
	Iteration 1F: 3 clusters Score -5988920 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39903 members 
Mstep: Class 2 contains 34742 members 
Entering Unmasked Estep 
Score: -5989861.500000 Penalty: 5565.367676
	Iteration 2Q: 3 clusters Score -5989862 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41590 members 
Mstep: Class 2 contains 33055 members 
Entering Unmasked Estep 
Score: -5991240.000000 Penalty: 5565.367676
	Iteration 3Q: 3 clusters Score -5991240 nChanged 4128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44102 members 
Mstep: Class 2 contains 30543 members 
Entering Unmasked Estep 
Score: -5993429.500000 Penalty: 5565.367676
	Iteration 4F: 3 clusters Score -5993430 nChanged 5189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47539 members 
Mstep: Class 2 contains 27106 members 
Entering Unmasked Estep 
Score: -5996992.000000 Penalty: 5565.367676
	Iteration 5F: 3 clusters Score -5996992 nChanged 6017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51778 members 
Mstep: Class 2 contains 22867 members 
Entering Unmasked Estep 
Score: -6001607.500000 Penalty: 5565.367676
	Iteration 6F: 3 clusters Score -6001608 nChanged 5648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56036 members 
Mstep: Class 2 contains 18609 members 
Entering Unmasked Estep 
Score: -6005811.000000 Penalty: 5565.367676
	Iteration 7F: 3 clusters Score -6005811 nChanged 4470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59538 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -6008815.000000 Penalty: 5565.367676
	Iteration 8F: 3 clusters Score -6008815 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62379 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -6010859.000000 Penalty: 5565.367676
	Iteration 9Q: 3 clusters Score -6010859 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64619 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -6012277.000000 Penalty: 5565.367676
	Iteration 10Q: 3 clusters Score -6012277 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66486 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -6013391.000000 Penalty: 5565.367676
	Iteration 11Q: 3 clusters Score -6013391 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68016 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -6014309.000000 Penalty: 5565.367676
	Iteration 12Q: 3 clusters Score -6014309 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69219 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -6015055.000000 Penalty: 5565.367676
	Iteration 13Q: 3 clusters Score -6015055 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70123 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -6015607.000000 Penalty: 5565.367676
	Iteration 14Q: 3 clusters Score -6015607 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70752 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -6015976.000000 Penalty: 5565.367676
	Iteration 15Q: 3 clusters Score -6015976 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71228 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -6016269.000000 Penalty: 5565.367676
	Iteration 16Q: 3 clusters Score -6016269 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71567 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -6016500.000000 Penalty: 5565.367676
	Iteration 17Q: 3 clusters Score -6016500 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71815 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -6016639.000000 Penalty: 5565.367676
	Iteration 18Q: 3 clusters Score -6016639 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72002 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -6016769.000000 Penalty: 5565.367676
	Iteration 19Q: 3 clusters Score -6016769 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72164 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -6016849.500000 Penalty: 5565.367676
	Iteration 20F: 3 clusters Score -6016850 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72283 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -6016921.000000 Penalty: 5565.367676
	Iteration 21Q: 3 clusters Score -6016921 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72370 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -6017022.500000 Penalty: 5565.367676
	Iteration 22Q: 3 clusters Score -6017022 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72452 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -6017131.500000 Penalty: 5565.367676
	Iteration 23Q: 3 clusters Score -6017132 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72533 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -6017262.000000 Penalty: 5565.367676
	Iteration 24Q: 3 clusters Score -6017262 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72587 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -6017391.000000 Penalty: 5565.367676
	Iteration 25Q: 3 clusters Score -6017391 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72625 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -6017496.000000 Penalty: 5565.367676
	Iteration 26Q: 3 clusters Score -6017496 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72648 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -6017594.000000 Penalty: 5565.367676
	Iteration 27Q: 3 clusters Score -6017594 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72646 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -6017685.500000 Penalty: 5565.367676
	Iteration 28Q: 3 clusters Score -6017686 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72633 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -6017777.000000 Penalty: 5565.367676
	Iteration 29Q: 3 clusters Score -6017777 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72616 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -6017851.500000 Penalty: 5565.367676
	Iteration 30Q: 3 clusters Score -6017852 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72596 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -6017918.000000 Penalty: 5565.367676
	Iteration 31Q: 3 clusters Score -6017918 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72573 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -6017966.500000 Penalty: 5565.367676
	Iteration 32Q: 3 clusters Score -6017966 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72539 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -6018031.000000 Penalty: 5565.367676
	Iteration 33Q: 3 clusters Score -6018031 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72496 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -6018083.000000 Penalty: 5565.367676
	Iteration 34Q: 3 clusters Score -6018083 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72456 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -6018113.000000 Penalty: 5565.367676
	Iteration 35Q: 3 clusters Score -6018113 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72428 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -6018136.000000 Penalty: 5565.367676
	Iteration 36Q: 3 clusters Score -6018136 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72396 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -6018146.000000 Penalty: 5565.367676
	Iteration 37Q: 3 clusters Score -6018146 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72359 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -6018189.000000 Penalty: 5565.367676
	Iteration 38Q: 3 clusters Score -6018189 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72321 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -6018213.500000 Penalty: 5565.367676
	Iteration 39Q: 3 clusters Score -6018214 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72292 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -6018248.000000 Penalty: 5565.367676
	Iteration 40F: 3 clusters Score -6018248 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72262 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -6018265.000000 Penalty: 5565.367676
	Iteration 41Q: 3 clusters Score -6018265 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72235 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -6018272.500000 Penalty: 5565.367676
	Iteration 42Q: 3 clusters Score -6018272 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72204 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -6018288.500000 Penalty: 5565.367676
	Iteration 43Q: 3 clusters Score -6018288 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72170 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -6018307.500000 Penalty: 5565.367676
	Iteration 44Q: 3 clusters Score -6018308 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72145 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -6018305.500000 Penalty: 5565.367676
	Iteration 45Q: 3 clusters Score -6018306 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72121 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -6018320.500000 Penalty: 5565.367676
	Iteration 46Q: 3 clusters Score -6018320 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72097 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -6018318.000000 Penalty: 5565.367676
	Iteration 47Q: 3 clusters Score -6018318 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72071 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -6018348.500000 Penalty: 5565.367676
	Iteration 48Q: 3 clusters Score -6018348 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72047 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -6018349.500000 Penalty: 5565.367676
	Iteration 49Q: 3 clusters Score -6018350 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72012 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -6018364.000000 Penalty: 5565.367676
	Iteration 50Q: 3 clusters Score -6018364 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71983 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -6018359.500000 Penalty: 5565.367676
	Iteration 51Q: 3 clusters Score -6018360 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71968 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -6018390.500000 Penalty: 5565.367676
	Iteration 52Q: 3 clusters Score -6018390 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71948 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -6018386.500000 Penalty: 5565.367676
	Iteration 53Q: 3 clusters Score -6018386 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71936 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -6018387.500000 Penalty: 5565.367676
	Iteration 54Q: 3 clusters Score -6018388 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71925 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -6018395.500000 Penalty: 5565.367676
	Iteration 55Q: 3 clusters Score -6018396 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71916 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -6018407.500000 Penalty: 5565.367676
	Iteration 56Q: 3 clusters Score -6018408 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71908 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -6018408.000000 Penalty: 5565.367676
	Iteration 57Q: 3 clusters Score -6018408 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71898 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -6018413.500000 Penalty: 5565.367676
	Iteration 58Q: 3 clusters Score -6018414 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71893 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -6018412.500000 Penalty: 5565.367676
	Iteration 59Q: 3 clusters Score -6018412 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71888 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -6018412.500000 Penalty: 5565.367676
	Iteration 60F: 3 clusters Score -6018412 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71886 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -6018416.000000 Penalty: 5565.367676
	Iteration 61Q: 3 clusters Score -6018416 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71884 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -6018419.000000 Penalty: 5565.367676
	Iteration 62Q: 3 clusters Score -6018419 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71869 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -6018434.500000 Penalty: 5565.367676
	Iteration 63Q: 3 clusters Score -6018434 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71853 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -6018436.500000 Penalty: 5565.367676
	Iteration 64Q: 3 clusters Score -6018436 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71841 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -6018433.000000 Penalty: 5565.367676
	Iteration 65Q: 3 clusters Score -6018433 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71831 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -6018424.500000 Penalty: 5565.367676
	Iteration 66Q: 3 clusters Score -6018424 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71819 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -6018432.000000 Penalty: 5565.367676
	Iteration 67Q: 3 clusters Score -6018432 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71808 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -6018432.500000 Penalty: 5565.367676
	Iteration 68Q: 3 clusters Score -6018432 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71796 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -6018437.500000 Penalty: 5565.367676
	Iteration 69Q: 3 clusters Score -6018438 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71784 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -6018441.000000 Penalty: 5565.367676
	Iteration 70Q: 3 clusters Score -6018441 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71775 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -6018449.000000 Penalty: 5565.367676
	Iteration 71Q: 3 clusters Score -6018449 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71765 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -6018451.500000 Penalty: 5565.367676
	Iteration 72Q: 3 clusters Score -6018452 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71765 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -6018462.000000 Penalty: 5565.367676
	Iteration 73Q: 3 clusters Score -6018462 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71759 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -6018458.000000 Penalty: 5565.367676
	Iteration 74Q: 3 clusters Score -6018458 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71757 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -6018455.000000 Penalty: 5565.367676
	Iteration 75Q: 3 clusters Score -6018455 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71756 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -6018452.000000 Penalty: 5565.367676
	Iteration 76Q: 3 clusters Score -6018452 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71749 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -6018465.000000 Penalty: 5565.367676
	Iteration 77Q: 3 clusters Score -6018465 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71747 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -6018471.500000 Penalty: 5565.367676
	Iteration 78Q: 3 clusters Score -6018472 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71741 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -6018474.500000 Penalty: 5565.367676
	Iteration 79Q: 3 clusters Score -6018474 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71734 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -6018487.500000 Penalty: 5565.367676
	Iteration 80F: 3 clusters Score -6018488 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71722 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -6018491.000000 Penalty: 5565.367676
	Iteration 81Q: 3 clusters Score -6018491 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71710 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -6018484.000000 Penalty: 5565.367676
	Iteration 82Q: 3 clusters Score -6018484 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71700 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -6018482.500000 Penalty: 5565.367676
	Iteration 83Q: 3 clusters Score -6018482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71696 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -6018481.000000 Penalty: 5565.367676
	Iteration 84Q: 3 clusters Score -6018481 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71692 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -6018477.500000 Penalty: 5565.367676
	Iteration 85Q: 3 clusters Score -6018478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71689 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -6018478.000000 Penalty: 5565.367676
	Iteration 86Q: 3 clusters Score -6018478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71686 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -6018472.000000 Penalty: 5565.367676
	Iteration 87Q: 3 clusters Score -6018472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71684 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -6018476.000000 Penalty: 5565.367676
	Iteration 88Q: 3 clusters Score -6018476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71681 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -6018476.000000 Penalty: 5565.367676
	Iteration 89Q: 3 clusters Score -6018476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71680 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -6018481.000000 Penalty: 5565.367676
	Iteration 90Q: 3 clusters Score -6018481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71677 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -6018478.000000 Penalty: 5565.367676
	Iteration 91Q: 3 clusters Score -6018478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71674 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -6018475.500000 Penalty: 5565.367676
	Iteration 92Q: 3 clusters Score -6018476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71669 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -6018481.500000 Penalty: 5565.367676
	Iteration 93Q: 3 clusters Score -6018482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71668 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -6018478.000000 Penalty: 5565.367676
	Iteration 94Q: 3 clusters Score -6018478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71667 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -6018481.500000 Penalty: 5565.367676
	Iteration 95Q: 3 clusters Score -6018482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71665 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -6018481.000000 Penalty: 5565.367676
	Iteration 96Q: 3 clusters Score -6018481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71664 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -6018484.500000 Penalty: 5565.367676
	Iteration 97Q: 3 clusters Score -6018484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71664 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -6018484.500000 Penalty: 5565.367676
	Iteration 98F: 3 clusters Score -6018484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (88548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88548 members 
Entering Unmasked Estep 
Score: -7161501.500000 Penalty: 2825.042480
	Iteration 0F: 2 clusters Score -7161502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44410 members 
Mstep: Class 2 contains 44138 members 
Entering Unmasked Estep 
Score: -7102187.000000 Penalty: 5650.084961
	Iteration 0F: 3 clusters Score -7102187 nChanged 41543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46627 members 
Mstep: Class 2 contains 41921 members 
Entering Unmasked Estep 
Score: -7126066.500000 Penalty: 5650.084961
	Iteration 1F: 3 clusters Score -7126066 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48167 members 
Mstep: Class 2 contains 40381 members 
Entering Unmasked Estep 
Score: -7127003.500000 Penalty: 5650.084961
	Iteration 2Q: 3 clusters Score -7127004 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50441 members 
Mstep: Class 2 contains 38107 members 
Entering Unmasked Estep 
Score: -7128342.500000 Penalty: 5650.084961
	Iteration 3Q: 3 clusters Score -7128342 nChanged 4352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53833 members 
Mstep: Class 2 contains 34715 members 
Entering Unmasked Estep 
Score: -7130401.000000 Penalty: 5650.084961
	Iteration 4Q: 3 clusters Score -7130401 nChanged 5378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58477 members 
Mstep: Class 2 contains 30071 members 
Entering Unmasked Estep 
Score: -7133657.500000 Penalty: 5650.084961
	Iteration 5F: 3 clusters Score -7133658 nChanged 6431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64266 members 
Mstep: Class 2 contains 24282 members 
Entering Unmasked Estep 
Score: -7138315.000000 Penalty: 5650.084961
	Iteration 6F: 3 clusters Score -7138315 nChanged 6825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70551 members 
Mstep: Class 2 contains 17997 members 
Entering Unmasked Estep 
Score: -7144142.500000 Penalty: 5650.084961
	Iteration 7F: 3 clusters Score -7144142 nChanged 6101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76306 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -7149576.500000 Penalty: 5650.084961
	Iteration 8F: 3 clusters Score -7149576 nChanged 4612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80676 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -7153533.000000 Penalty: 5650.084961
	Iteration 9F: 3 clusters Score -7153533 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83543 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -7156043.500000 Penalty: 5650.084961
	Iteration 10Q: 3 clusters Score -7156044 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85227 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -7157337.500000 Penalty: 5650.084961
	Iteration 11Q: 3 clusters Score -7157338 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86236 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -7158182.000000 Penalty: 5650.084961
	Iteration 12Q: 3 clusters Score -7158182 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86810 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -7158707.500000 Penalty: 5650.084961
	Iteration 13Q: 3 clusters Score -7158708 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87094 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -7158993.500000 Penalty: 5650.084961
	Iteration 14Q: 3 clusters Score -7158994 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87243 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -7159152.500000 Penalty: 5650.084961
	Iteration 15Q: 3 clusters Score -7159152 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87324 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -7159240.500000 Penalty: 5650.084961
	Iteration 16Q: 3 clusters Score -7159240 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87372 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -7159285.000000 Penalty: 5650.084961
	Iteration 17Q: 3 clusters Score -7159285 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87418 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -7159311.000000 Penalty: 5650.084961
	Iteration 18Q: 3 clusters Score -7159311 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87440 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -7159331.000000 Penalty: 5650.084961
	Iteration 19Q: 3 clusters Score -7159331 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87465 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -7159345.500000 Penalty: 5650.084961
	Iteration 20F: 3 clusters Score -7159346 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87488 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -7159361.000000 Penalty: 5650.084961
	Iteration 21Q: 3 clusters Score -7159361 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87490 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -7159379.000000 Penalty: 5650.084961
	Iteration 22Q: 3 clusters Score -7159379 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87497 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -7159382.000000 Penalty: 5650.084961
	Iteration 23Q: 3 clusters Score -7159382 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87504 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -7159387.000000 Penalty: 5650.084961
	Iteration 24Q: 3 clusters Score -7159387 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87511 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -7159391.500000 Penalty: 5650.084961
	Iteration 25Q: 3 clusters Score -7159392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87516 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -7159390.500000 Penalty: 5650.084961
	Iteration 26Q: 3 clusters Score -7159390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87521 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -7159408.500000 Penalty: 5650.084961
	Iteration 27Q: 3 clusters Score -7159408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87522 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -7159414.500000 Penalty: 5650.084961
	Iteration 28Q: 3 clusters Score -7159414 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87527 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -7159423.500000 Penalty: 5650.084961
	Iteration 29Q: 3 clusters Score -7159424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87531 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -7159421.500000 Penalty: 5650.084961
	Iteration 30Q: 3 clusters Score -7159422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87540 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -7159421.500000 Penalty: 5650.084961
	Iteration 31Q: 3 clusters Score -7159422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87544 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -7159423.500000 Penalty: 5650.084961
	Iteration 32Q: 3 clusters Score -7159424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87549 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -7159420.000000 Penalty: 5650.084961
	Iteration 33Q: 3 clusters Score -7159420 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87557 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -7159419.500000 Penalty: 5650.084961
	Iteration 34Q: 3 clusters Score -7159420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87559 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -7159418.500000 Penalty: 5650.084961
	Iteration 35Q: 3 clusters Score -7159418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87562 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -7159426.000000 Penalty: 5650.084961
	Iteration 36Q: 3 clusters Score -7159426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87562 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -7159422.500000 Penalty: 5650.084961
	Iteration 37Q: 3 clusters Score -7159422 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87562 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -7159422.500000 Penalty: 5650.084961
	Iteration 38F: 3 clusters Score -7159422 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Entering Unmasked Estep 
Score: -141388.234375 Penalty: 1899.825195
	Iteration 0F: 2 clusters Score -141388.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -138708.000000 Penalty: 3799.650391
	Iteration 0F: 3 clusters Score -138708 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -139249.296875 Penalty: 3799.650391
	Iteration 1F: 3 clusters Score -139249.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -139427.984375 Penalty: 3799.650391
	Iteration 2F: 3 clusters Score -139428 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -139537.468750 Penalty: 3799.650391
	Iteration 3Q: 3 clusters Score -139537.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -139602.437500 Penalty: 3799.650391
	Iteration 4Q: 3 clusters Score -139602.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -139651.437500 Penalty: 3799.650391
	Iteration 5Q: 3 clusters Score -139651.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -139709.140625 Penalty: 3799.650391
	Iteration 6Q: 3 clusters Score -139709.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -139777.234375 Penalty: 3799.650391
	Iteration 7Q: 3 clusters Score -139777.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -139837.531250 Penalty: 3799.650391
	Iteration 8Q: 3 clusters Score -139837.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -139912.562500 Penalty: 3799.650391
	Iteration 9Q: 3 clusters Score -139912.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -139974.843750 Penalty: 3799.650391
	Iteration 10Q: 3 clusters Score -139974.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -140027.781250 Penalty: 3799.650391
	Iteration 11Q: 3 clusters Score -140027.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -140086.062500 Penalty: 3799.650391
	Iteration 12Q: 3 clusters Score -140086.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -140125.609375 Penalty: 3799.650391
	Iteration 13Q: 3 clusters Score -140125.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -140162.187500 Penalty: 3799.650391
	Iteration 14Q: 3 clusters Score -140162.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -140198.421875 Penalty: 3799.650391
	Iteration 15Q: 3 clusters Score -140198.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -140229.937500 Penalty: 3799.650391
	Iteration 16Q: 3 clusters Score -140229.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -140258.250000 Penalty: 3799.650391
	Iteration 17Q: 3 clusters Score -140258.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -140278.296875 Penalty: 3799.650391
	Iteration 18Q: 3 clusters Score -140278.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -140300.218750 Penalty: 3799.650391
	Iteration 19Q: 3 clusters Score -140300.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -140320.203125 Penalty: 3799.650391
	Iteration 20F: 3 clusters Score -140320.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -140337.890625 Penalty: 3799.650391
	Iteration 21Q: 3 clusters Score -140337.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -140345.953125 Penalty: 3799.650391
	Iteration 22Q: 3 clusters Score -140346 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -140353.406250 Penalty: 3799.650391
	Iteration 23Q: 3 clusters Score -140353.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -140358.015625 Penalty: 3799.650391
	Iteration 24Q: 3 clusters Score -140358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -140360.531250 Penalty: 3799.650391
	Iteration 25Q: 3 clusters Score -140360.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -140364.593750 Penalty: 3799.650391
	Iteration 26Q: 3 clusters Score -140364.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -140368.281250 Penalty: 3799.650391
	Iteration 27Q: 3 clusters Score -140368.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -140376.078125 Penalty: 3799.650391
	Iteration 28Q: 3 clusters Score -140376.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -140380.218750 Penalty: 3799.650391
	Iteration 29Q: 3 clusters Score -140380.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -140383.156250 Penalty: 3799.650391
	Iteration 30Q: 3 clusters Score -140383.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -140386.875000 Penalty: 3799.650391
	Iteration 31Q: 3 clusters Score -140386.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -140392.843750 Penalty: 3799.650391
	Iteration 32Q: 3 clusters Score -140392.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -140399.343750 Penalty: 3799.650391
	Iteration 33Q: 3 clusters Score -140399.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -140401.312500 Penalty: 3799.650391
	Iteration 34Q: 3 clusters Score -140401.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -140405.734375 Penalty: 3799.650391
	Iteration 35Q: 3 clusters Score -140405.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -140412.171875 Penalty: 3799.650391
	Iteration 36Q: 3 clusters Score -140412.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -140416.234375 Penalty: 3799.650391
	Iteration 37Q: 3 clusters Score -140416.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -140420.546875 Penalty: 3799.650391
	Iteration 38Q: 3 clusters Score -140420.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -140423.281250 Penalty: 3799.650391
	Iteration 39Q: 3 clusters Score -140423.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -140427.531250 Penalty: 3799.650391
	Iteration 40F: 3 clusters Score -140427.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -140428.718750 Penalty: 3799.650391
	Iteration 41Q: 3 clusters Score -140428.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -140428.718750 Penalty: 3799.650391
	Iteration 42F: 3 clusters Score -140428.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (28130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28130 members 
Entering Unmasked Estep 
Score: -2163091.000000 Penalty: 2540.658691
	Iteration 0F: 2 clusters Score -2163091 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 14102 members 
Entering Unmasked Estep 
Score: -2143678.000000 Penalty: 5081.317383
	Iteration 0F: 3 clusters Score -2143678 nChanged 12638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -2151054.500000 Penalty: 5081.317383
	Iteration 1F: 3 clusters Score -2151054 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 14703 members 
Entering Unmasked Estep 
Score: -2152195.750000 Penalty: 5081.317383
	Iteration 2F: 3 clusters Score -2152196 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -2153408.750000 Penalty: 5081.317383
	Iteration 3F: 3 clusters Score -2153409 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 16463 members 
Entering Unmasked Estep 
Score: -2154688.000000 Penalty: 5081.317383
	Iteration 4F: 3 clusters Score -2154688 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 17784 members 
Entering Unmasked Estep 
Score: -2155975.250000 Penalty: 5081.317383
	Iteration 5F: 3 clusters Score -2155975 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 19345 members 
Entering Unmasked Estep 
Score: -2157449.500000 Penalty: 5081.317383
	Iteration 6F: 3 clusters Score -2157450 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 20801 members 
Entering Unmasked Estep 
Score: -2158867.500000 Penalty: 5081.317383
	Iteration 7F: 3 clusters Score -2158868 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 21998 members 
Entering Unmasked Estep 
Score: -2160085.250000 Penalty: 5081.317383
	Iteration 8Q: 3 clusters Score -2160085 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 22884 members 
Entering Unmasked Estep 
Score: -2160943.750000 Penalty: 5081.317383
	Iteration 9Q: 3 clusters Score -2160944 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 23527 members 
Entering Unmasked Estep 
Score: -2161477.750000 Penalty: 5081.317383
	Iteration 10Q: 3 clusters Score -2161478 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 24021 members 
Entering Unmasked Estep 
Score: -2161798.750000 Penalty: 5081.317383
	Iteration 11Q: 3 clusters Score -2161799 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 24396 members 
Entering Unmasked Estep 
Score: -2162023.250000 Penalty: 5081.317383
	Iteration 12Q: 3 clusters Score -2162023 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 24696 members 
Entering Unmasked Estep 
Score: -2162178.500000 Penalty: 5081.317383
	Iteration 13Q: 3 clusters Score -2162178 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 24956 members 
Entering Unmasked Estep 
Score: -2162295.750000 Penalty: 5081.317383
	Iteration 14Q: 3 clusters Score -2162296 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 25176 members 
Entering Unmasked Estep 
Score: -2162403.500000 Penalty: 5081.317383
	Iteration 15Q: 3 clusters Score -2162404 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 25362 members 
Entering Unmasked Estep 
Score: -2162501.250000 Penalty: 5081.317383
	Iteration 16Q: 3 clusters Score -2162501 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 25524 members 
Entering Unmasked Estep 
Score: -2162578.250000 Penalty: 5081.317383
	Iteration 17Q: 3 clusters Score -2162578 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 25684 members 
Entering Unmasked Estep 
Score: -2162669.500000 Penalty: 5081.317383
	Iteration 18Q: 3 clusters Score -2162670 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 25820 members 
Entering Unmasked Estep 
Score: -2162741.000000 Penalty: 5081.317383
	Iteration 19Q: 3 clusters Score -2162741 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 25916 members 
Entering Unmasked Estep 
Score: -2162787.000000 Penalty: 5081.317383
	Iteration 20F: 3 clusters Score -2162787 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 26010 members 
Entering Unmasked Estep 
Score: -2162827.500000 Penalty: 5081.317383
	Iteration 21Q: 3 clusters Score -2162828 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 26089 members 
Entering Unmasked Estep 
Score: -2162869.250000 Penalty: 5081.317383
	Iteration 22Q: 3 clusters Score -2162869 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 26162 members 
Entering Unmasked Estep 
Score: -2162911.000000 Penalty: 5081.317383
	Iteration 23Q: 3 clusters Score -2162911 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 26224 members 
Entering Unmasked Estep 
Score: -2162957.250000 Penalty: 5081.317383
	Iteration 24Q: 3 clusters Score -2162957 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 26289 members 
Entering Unmasked Estep 
Score: -2163015.000000 Penalty: 5081.317383
	Iteration 25Q: 3 clusters Score -2163015 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 26343 members 
Entering Unmasked Estep 
Score: -2163045.250000 Penalty: 5081.317383
	Iteration 26Q: 3 clusters Score -2163045 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 26396 members 
Entering Unmasked Estep 
Score: -2163075.250000 Penalty: 5081.317383
	Iteration 27Q: 3 clusters Score -2163075 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 26431 members 
Entering Unmasked Estep 
Score: -2163089.000000 Penalty: 5081.317383
	Iteration 28Q: 3 clusters Score -2163089 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 26454 members 
Entering Unmasked Estep 
Score: -2163102.000000 Penalty: 5081.317383
	Iteration 29Q: 3 clusters Score -2163102 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 26475 members 
Entering Unmasked Estep 
Score: -2163113.500000 Penalty: 5081.317383
	Iteration 30Q: 3 clusters Score -2163114 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 26487 members 
Entering Unmasked Estep 
Score: -2163122.500000 Penalty: 5081.317383
	Iteration 31Q: 3 clusters Score -2163122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 26493 members 
Entering Unmasked Estep 
Score: -2163123.000000 Penalty: 5081.317383
	Iteration 32Q: 3 clusters Score -2163123 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 26498 members 
Entering Unmasked Estep 
Score: -2163124.000000 Penalty: 5081.317383
	Iteration 33Q: 3 clusters Score -2163124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 26505 members 
Entering Unmasked Estep 
Score: -2163128.500000 Penalty: 5081.317383
	Iteration 34Q: 3 clusters Score -2163128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 26504 members 
Entering Unmasked Estep 
Score: -2163126.750000 Penalty: 5081.317383
	Iteration 35Q: 3 clusters Score -2163127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 26505 members 
Entering Unmasked Estep 
Score: -2163128.000000 Penalty: 5081.317383
	Iteration 36Q: 3 clusters Score -2163128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 26506 members 
Entering Unmasked Estep 
Score: -2163129.250000 Penalty: 5081.317383
	Iteration 37Q: 3 clusters Score -2163129 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 26506 members 
Entering Unmasked Estep 
Score: -2163129.250000 Penalty: 5081.317383
	Iteration 38F: 3 clusters Score -2163129 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 2934 members 
Mstep: Class 3 contains 109698 members 
Mstep: Class 4 contains 3716 members 
Mstep: Class 5 contains 386143 members 
Mstep: Class 6 contains 4472 members 
Mstep: Class 7 contains 5922 members 
Mstep: Class 8 contains 6838 members 
Mstep: Class 9 contains 5231 members 
Mstep: Class 10 contains 30333 members 
Mstep: Class 11 contains 215206 members 
Mstep: Class 12 contains 49530 members 
Mstep: Class 13 contains 154217 members 
Mstep: Class 14 contains 76789 members 
Mstep: Class 15 contains 74645 members 
Mstep: Class 16 contains 88548 members 
Mstep: Class 17 contains 2123 members 
Mstep: Class 18 contains 1624 members 
Mstep: Class 19 contains 4560 members 
Mstep: Class 20 contains 8481 members 
Mstep: Class 21 contains 45310 members 
Mstep: Class 22 contains 27983 members 
Mstep: Class 23 contains 9120 members 
Mstep: Class 24 contains 7578 members 
Mstep: Class 25 contains 24523 members 
Mstep: Class 26 contains 15465 members 
Mstep: Class 27 contains 6081 members 
Mstep: Class 28 contains 7826 members 
Mstep: Class 29 contains 3601 members 
Mstep: Class 30 contains 10003 members 
Mstep: Class 31 contains 24838 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 10062 members 
Mstep: Class 34 contains 26506 members 
Entering Unmasked Estep 
Score: -111981048.000000 Penalty: 119701.210938
Splitting cluster 18 changes total score from -111982352.000000 to -111981048.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (4560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Entering Unmasked Estep 
Score: -332427.812500 Penalty: 2089.419189
	Iteration 0F: 2 clusters Score -332427.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -328208.906250 Penalty: 4178.838379
	Iteration 0F: 3 clusters Score -328208.9 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -329293.093750 Penalty: 4178.838379
	Iteration 1F: 3 clusters Score -329293.1 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -329590.875000 Penalty: 4178.838379
	Iteration 2F: 3 clusters Score -329590.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -329885.343750 Penalty: 4178.838379
	Iteration 3F: 3 clusters Score -329885.3 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -330170.156250 Penalty: 4178.838379
	Iteration 4F: 3 clusters Score -330170.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -330500.343750 Penalty: 4178.838379
	Iteration 5F: 3 clusters Score -330500.3 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -330883.093750 Penalty: 4178.838379
	Iteration 6F: 3 clusters Score -330883.1 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -331238.687500 Penalty: 4178.838379
	Iteration 7F: 3 clusters Score -331238.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -331447.500000 Penalty: 4178.838379
	Iteration 8Q: 3 clusters Score -331447.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -331570.750000 Penalty: 4178.838379
	Iteration 9Q: 3 clusters Score -331570.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -331649.125000 Penalty: 4178.838379
	Iteration 10Q: 3 clusters Score -331649.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -331701.843750 Penalty: 4178.838379
	Iteration 11Q: 3 clusters Score -331701.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -331724.093750 Penalty: 4178.838379
	Iteration 12Q: 3 clusters Score -331724.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -331742.000000 Penalty: 4178.838379
	Iteration 13Q: 3 clusters Score -331742 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -331755.156250 Penalty: 4178.838379
	Iteration 14Q: 3 clusters Score -331755.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -331762.656250 Penalty: 4178.838379
	Iteration 15Q: 3 clusters Score -331762.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -331772.406250 Penalty: 4178.838379
	Iteration 16Q: 3 clusters Score -331772.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -331777.437500 Penalty: 4178.838379
	Iteration 17Q: 3 clusters Score -331777.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -331782.687500 Penalty: 4178.838379
	Iteration 18Q: 3 clusters Score -331782.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -331784.781250 Penalty: 4178.838379
	Iteration 19Q: 3 clusters Score -331784.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -331785.937500 Penalty: 4178.838379
	Iteration 20F: 3 clusters Score -331785.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -331787.000000 Penalty: 4178.838379
	Iteration 21Q: 3 clusters Score -331787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -331787.875000 Penalty: 4178.838379
	Iteration 22Q: 3 clusters Score -331787.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -331787.906250 Penalty: 4178.838379
	Iteration 23Q: 3 clusters Score -331787.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -331787.781250 Penalty: 4178.838379
	Iteration 24Q: 3 clusters Score -331787.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -331788.375000 Penalty: 4178.838379
	Iteration 25Q: 3 clusters Score -331788.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -331788.375000 Penalty: 4178.838379
	Iteration 26F: 3 clusters Score -331788.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Entering Unmasked Estep 
Score: -653446.750000 Penalty: 2243.304688
	Iteration 0F: 2 clusters Score -653446.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -646765.625000 Penalty: 4486.609375
	Iteration 0F: 3 clusters Score -646765.6 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -648702.000000 Penalty: 4486.609375
	Iteration 1F: 3 clusters Score -648702 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -649113.562500 Penalty: 4486.609375
	Iteration 2F: 3 clusters Score -649113.6 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -649489.687500 Penalty: 4486.609375
	Iteration 3F: 3 clusters Score -649489.7 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -649804.937500 Penalty: 4486.609375
	Iteration 4F: 3 clusters Score -649804.9 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -650113.937500 Penalty: 4486.609375
	Iteration 5Q: 3 clusters Score -650113.9 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -650408.375000 Penalty: 4486.609375
	Iteration 6F: 3 clusters Score -650408.4 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -650694.312500 Penalty: 4486.609375
	Iteration 7Q: 3 clusters Score -650694.3 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -650987.375000 Penalty: 4486.609375
	Iteration 8Q: 3 clusters Score -650987.4 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -651252.500000 Penalty: 4486.609375
	Iteration 9Q: 3 clusters Score -651252.5 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -651501.250000 Penalty: 4486.609375
	Iteration 10Q: 3 clusters Score -651501.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -651710.562500 Penalty: 4486.609375
	Iteration 11Q: 3 clusters Score -651710.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -651932.250000 Penalty: 4486.609375
	Iteration 12Q: 3 clusters Score -651932.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -652190.000000 Penalty: 4486.609375
	Iteration 13Q: 3 clusters Score -652190 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -652441.125000 Penalty: 4486.609375
	Iteration 14Q: 3 clusters Score -652441.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -652617.625000 Penalty: 4486.609375
	Iteration 15Q: 3 clusters Score -652617.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -652702.312500 Penalty: 4486.609375
	Iteration 16Q: 3 clusters Score -652702.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -652729.625000 Penalty: 4486.609375
	Iteration 17Q: 3 clusters Score -652729.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -652743.937500 Penalty: 4486.609375
	Iteration 18Q: 3 clusters Score -652743.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -652753.062500 Penalty: 4486.609375
	Iteration 19Q: 3 clusters Score -652753.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -652755.187500 Penalty: 4486.609375
	Iteration 20F: 3 clusters Score -652755.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -652755.375000 Penalty: 4486.609375
	Iteration 21Q: 3 clusters Score -652755.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -652758.062500 Penalty: 4486.609375
	Iteration 22Q: 3 clusters Score -652758.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -652757.187500 Penalty: 4486.609375
	Iteration 23Q: 3 clusters Score -652757.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -652758.437500 Penalty: 4486.609375
	Iteration 24Q: 3 clusters Score -652758.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -652759.500000 Penalty: 4486.609375
	Iteration 25Q: 3 clusters Score -652759.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -652759.312500 Penalty: 4486.609375
	Iteration 26Q: 3 clusters Score -652759.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -652759.375000 Penalty: 4486.609375
	Iteration 27Q: 3 clusters Score -652759.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -652759.375000 Penalty: 4486.609375
	Iteration 28F: 3 clusters Score -652759.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (45310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45310 members 
Entering Unmasked Estep 
Score: -3552657.250000 Penalty: 2658.878174
	Iteration 0F: 2 clusters Score -3552657 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22587 members 
Mstep: Class 2 contains 22723 members 
Entering Unmasked Estep 
Score: -3522111.250000 Penalty: 5317.756348
	Iteration 0F: 3 clusters Score -3522111 nChanged 20862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21683 members 
Mstep: Class 2 contains 23627 members 
Entering Unmasked Estep 
Score: -3533739.750000 Penalty: 5317.756348
	Iteration 1F: 3 clusters Score -3533740 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21124 members 
Mstep: Class 2 contains 24186 members 
Entering Unmasked Estep 
Score: -3534514.750000 Penalty: 5317.756348
	Iteration 2Q: 3 clusters Score -3534515 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20368 members 
Mstep: Class 2 contains 24942 members 
Entering Unmasked Estep 
Score: -3535434.500000 Penalty: 5317.756348
	Iteration 3Q: 3 clusters Score -3535434 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19353 members 
Mstep: Class 2 contains 25957 members 
Entering Unmasked Estep 
Score: -3536568.750000 Penalty: 5317.756348
	Iteration 4F: 3 clusters Score -3536569 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17962 members 
Mstep: Class 2 contains 27348 members 
Entering Unmasked Estep 
Score: -3538055.250000 Penalty: 5317.756348
	Iteration 5F: 3 clusters Score -3538055 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16274 members 
Mstep: Class 2 contains 29036 members 
Entering Unmasked Estep 
Score: -3539801.500000 Penalty: 5317.756348
	Iteration 6F: 3 clusters Score -3539802 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 30924 members 
Entering Unmasked Estep 
Score: -3541962.750000 Penalty: 5317.756348
	Iteration 7F: 3 clusters Score -3541963 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 32689 members 
Entering Unmasked Estep 
Score: -3544273.250000 Penalty: 5317.756348
	Iteration 8F: 3 clusters Score -3544273 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 34065 members 
Entering Unmasked Estep 
Score: -3546697.000000 Penalty: 5317.756348
	Iteration 9F: 3 clusters Score -3546697 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 34867 members 
Entering Unmasked Estep 
Score: -3548652.500000 Penalty: 5317.756348
	Iteration 10Q: 3 clusters Score -3548652 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 35305 members 
Entering Unmasked Estep 
Score: -3549622.000000 Penalty: 5317.756348
	Iteration 11Q: 3 clusters Score -3549622 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 35629 members 
Entering Unmasked Estep 
Score: -3549970.750000 Penalty: 5317.756348
	Iteration 12Q: 3 clusters Score -3549971 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 35881 members 
Entering Unmasked Estep 
Score: -3550160.250000 Penalty: 5317.756348
	Iteration 13Q: 3 clusters Score -3550160 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 36106 members 
Entering Unmasked Estep 
Score: -3550260.750000 Penalty: 5317.756348
	Iteration 14Q: 3 clusters Score -3550261 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 36280 members 
Entering Unmasked Estep 
Score: -3550315.250000 Penalty: 5317.756348
	Iteration 15Q: 3 clusters Score -3550315 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 36420 members 
Entering Unmasked Estep 
Score: -3550354.250000 Penalty: 5317.756348
	Iteration 16Q: 3 clusters Score -3550354 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 36544 members 
Entering Unmasked Estep 
Score: -3550379.500000 Penalty: 5317.756348
	Iteration 17Q: 3 clusters Score -3550380 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 36679 members 
Entering Unmasked Estep 
Score: -3550421.000000 Penalty: 5317.756348
	Iteration 18Q: 3 clusters Score -3550421 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 36787 members 
Entering Unmasked Estep 
Score: -3550461.250000 Penalty: 5317.756348
	Iteration 19Q: 3 clusters Score -3550461 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 36861 members 
Entering Unmasked Estep 
Score: -3550493.250000 Penalty: 5317.756348
	Iteration 20F: 3 clusters Score -3550493 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 36925 members 
Entering Unmasked Estep 
Score: -3550501.500000 Penalty: 5317.756348
	Iteration 21Q: 3 clusters Score -3550502 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 36988 members 
Entering Unmasked Estep 
Score: -3550516.500000 Penalty: 5317.756348
	Iteration 22Q: 3 clusters Score -3550516 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 37050 members 
Entering Unmasked Estep 
Score: -3550525.250000 Penalty: 5317.756348
	Iteration 23Q: 3 clusters Score -3550525 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 37096 members 
Entering Unmasked Estep 
Score: -3550526.750000 Penalty: 5317.756348
	Iteration 24Q: 3 clusters Score -3550527 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 37133 members 
Entering Unmasked Estep 
Score: -3550526.500000 Penalty: 5317.756348
	Iteration 25Q: 3 clusters Score -3550526 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 37167 members 
Entering Unmasked Estep 
Score: -3550532.500000 Penalty: 5317.756348
	Iteration 26Q: 3 clusters Score -3550532 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 37211 members 
Entering Unmasked Estep 
Score: -3550536.500000 Penalty: 5317.756348
	Iteration 27Q: 3 clusters Score -3550536 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 37256 members 
Entering Unmasked Estep 
Score: -3550532.000000 Penalty: 5317.756348
	Iteration 28Q: 3 clusters Score -3550532 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 37291 members 
Entering Unmasked Estep 
Score: -3550537.250000 Penalty: 5317.756348
	Iteration 29Q: 3 clusters Score -3550537 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 37324 members 
Entering Unmasked Estep 
Score: -3550536.750000 Penalty: 5317.756348
	Iteration 30Q: 3 clusters Score -3550537 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 37352 members 
Entering Unmasked Estep 
Score: -3550544.750000 Penalty: 5317.756348
	Iteration 31Q: 3 clusters Score -3550545 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 37384 members 
Entering Unmasked Estep 
Score: -3550565.000000 Penalty: 5317.756348
	Iteration 32Q: 3 clusters Score -3550565 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 37415 members 
Entering Unmasked Estep 
Score: -3550563.000000 Penalty: 5317.756348
	Iteration 33Q: 3 clusters Score -3550563 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 37437 members 
Entering Unmasked Estep 
Score: -3550572.250000 Penalty: 5317.756348
	Iteration 34Q: 3 clusters Score -3550572 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 37454 members 
Entering Unmasked Estep 
Score: -3550572.500000 Penalty: 5317.756348
	Iteration 35Q: 3 clusters Score -3550572 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 37469 members 
Entering Unmasked Estep 
Score: -3550573.000000 Penalty: 5317.756348
	Iteration 36Q: 3 clusters Score -3550573 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 37478 members 
Entering Unmasked Estep 
Score: -3550579.250000 Penalty: 5317.756348
	Iteration 37Q: 3 clusters Score -3550579 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 37485 members 
Entering Unmasked Estep 
Score: -3550580.000000 Penalty: 5317.756348
	Iteration 38Q: 3 clusters Score -3550580 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 37493 members 
Entering Unmasked Estep 
Score: -3550580.500000 Penalty: 5317.756348
	Iteration 39Q: 3 clusters Score -3550580 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 37507 members 
Entering Unmasked Estep 
Score: -3550576.750000 Penalty: 5317.756348
	Iteration 40F: 3 clusters Score -3550577 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 37519 members 
Entering Unmasked Estep 
Score: -3550587.500000 Penalty: 5317.756348
	Iteration 41Q: 3 clusters Score -3550588 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 37529 members 
Entering Unmasked Estep 
Score: -3550587.000000 Penalty: 5317.756348
	Iteration 42Q: 3 clusters Score -3550587 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 37536 members 
Entering Unmasked Estep 
Score: -3550582.250000 Penalty: 5317.756348
	Iteration 43Q: 3 clusters Score -3550582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 37540 members 
Entering Unmasked Estep 
Score: -3550584.750000 Penalty: 5317.756348
	Iteration 44Q: 3 clusters Score -3550585 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 37542 members 
Entering Unmasked Estep 
Score: -3550579.000000 Penalty: 5317.756348
	Iteration 45Q: 3 clusters Score -3550579 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 37546 members 
Entering Unmasked Estep 
Score: -3550575.750000 Penalty: 5317.756348
	Iteration 46Q: 3 clusters Score -3550576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 37551 members 
Entering Unmasked Estep 
Score: -3550576.500000 Penalty: 5317.756348
	Iteration 47Q: 3 clusters Score -3550576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 37555 members 
Entering Unmasked Estep 
Score: -3550575.750000 Penalty: 5317.756348
	Iteration 48Q: 3 clusters Score -3550576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 37559 members 
Entering Unmasked Estep 
Score: -3550575.000000 Penalty: 5317.756348
	Iteration 49Q: 3 clusters Score -3550575 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 37563 members 
Entering Unmasked Estep 
Score: -3550575.500000 Penalty: 5317.756348
	Iteration 50Q: 3 clusters Score -3550576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 37567 members 
Entering Unmasked Estep 
Score: -3550578.000000 Penalty: 5317.756348
	Iteration 51Q: 3 clusters Score -3550578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 37571 members 
Entering Unmasked Estep 
Score: -3550576.000000 Penalty: 5317.756348
	Iteration 52Q: 3 clusters Score -3550576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 37577 members 
Entering Unmasked Estep 
Score: -3550578.250000 Penalty: 5317.756348
	Iteration 53Q: 3 clusters Score -3550578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 37580 members 
Entering Unmasked Estep 
Score: -3550571.750000 Penalty: 5317.756348
	Iteration 54Q: 3 clusters Score -3550572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 37582 members 
Entering Unmasked Estep 
Score: -3550574.000000 Penalty: 5317.756348
	Iteration 55Q: 3 clusters Score -3550574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 37585 members 
Entering Unmasked Estep 
Score: -3550578.000000 Penalty: 5317.756348
	Iteration 56Q: 3 clusters Score -3550578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 37592 members 
Entering Unmasked Estep 
Score: -3550575.500000 Penalty: 5317.756348
	Iteration 57Q: 3 clusters Score -3550576 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 37601 members 
Entering Unmasked Estep 
Score: -3550585.000000 Penalty: 5317.756348
	Iteration 58Q: 3 clusters Score -3550585 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 37606 members 
Entering Unmasked Estep 
Score: -3550585.750000 Penalty: 5317.756348
	Iteration 59Q: 3 clusters Score -3550586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 37612 members 
Entering Unmasked Estep 
Score: -3550586.000000 Penalty: 5317.756348
	Iteration 60F: 3 clusters Score -3550586 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 37621 members 
Entering Unmasked Estep 
Score: -3550578.750000 Penalty: 5317.756348
	Iteration 61Q: 3 clusters Score -3550579 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 37629 members 
Entering Unmasked Estep 
Score: -3550583.750000 Penalty: 5317.756348
	Iteration 62Q: 3 clusters Score -3550584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 37634 members 
Entering Unmasked Estep 
Score: -3550584.250000 Penalty: 5317.756348
	Iteration 63Q: 3 clusters Score -3550584 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 37647 members 
Entering Unmasked Estep 
Score: -3550588.000000 Penalty: 5317.756348
	Iteration 64Q: 3 clusters Score -3550588 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 37660 members 
Entering Unmasked Estep 
Score: -3550585.000000 Penalty: 5317.756348
	Iteration 65Q: 3 clusters Score -3550585 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 37678 members 
Entering Unmasked Estep 
Score: -3550589.000000 Penalty: 5317.756348
	Iteration 66Q: 3 clusters Score -3550589 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 37689 members 
Entering Unmasked Estep 
Score: -3550591.000000 Penalty: 5317.756348
	Iteration 67Q: 3 clusters Score -3550591 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 37696 members 
Entering Unmasked Estep 
Score: -3550586.500000 Penalty: 5317.756348
	Iteration 68Q: 3 clusters Score -3550586 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 37705 members 
Entering Unmasked Estep 
Score: -3550583.750000 Penalty: 5317.756348
	Iteration 69Q: 3 clusters Score -3550584 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 37716 members 
Entering Unmasked Estep 
Score: -3550587.000000 Penalty: 5317.756348
	Iteration 70Q: 3 clusters Score -3550587 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 37725 members 
Entering Unmasked Estep 
Score: -3550592.750000 Penalty: 5317.756348
	Iteration 71Q: 3 clusters Score -3550593 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 37730 members 
Entering Unmasked Estep 
Score: -3550590.250000 Penalty: 5317.756348
	Iteration 72Q: 3 clusters Score -3550590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 37733 members 
Entering Unmasked Estep 
Score: -3550590.500000 Penalty: 5317.756348
	Iteration 73Q: 3 clusters Score -3550590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 37738 members 
Entering Unmasked Estep 
Score: -3550595.500000 Penalty: 5317.756348
	Iteration 74Q: 3 clusters Score -3550596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 37742 members 
Entering Unmasked Estep 
Score: -3550591.250000 Penalty: 5317.756348
	Iteration 75Q: 3 clusters Score -3550591 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 37743 members 
Entering Unmasked Estep 
Score: -3550589.500000 Penalty: 5317.756348
	Iteration 76Q: 3 clusters Score -3550590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 37743 members 
Entering Unmasked Estep 
Score: -3550589.500000 Penalty: 5317.756348
	Iteration 77F: 3 clusters Score -3550590 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (27983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27983 members 
Entering Unmasked Estep 
Score: -2283752.500000 Penalty: 2539.359375
	Iteration 0F: 2 clusters Score -2283752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -2264554.250000 Penalty: 5078.718750
	Iteration 0F: 3 clusters Score -2264554 nChanged 12532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -2271860.250000 Penalty: 5078.718750
	Iteration 1F: 3 clusters Score -2271860 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -2272681.000000 Penalty: 5078.718750
	Iteration 2F: 3 clusters Score -2272681 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -2273543.250000 Penalty: 5078.718750
	Iteration 3F: 3 clusters Score -2273543 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15359 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -2274446.500000 Penalty: 5078.718750
	Iteration 4F: 3 clusters Score -2274446 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -2275540.000000 Penalty: 5078.718750
	Iteration 5F: 3 clusters Score -2275540 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17371 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -2276904.500000 Penalty: 5078.718750
	Iteration 6F: 3 clusters Score -2276904 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18628 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -2278400.250000 Penalty: 5078.718750
	Iteration 7F: 3 clusters Score -2278400 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19719 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -2279608.000000 Penalty: 5078.718750
	Iteration 8F: 3 clusters Score -2279608 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20547 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -2280366.750000 Penalty: 5078.718750
	Iteration 9Q: 3 clusters Score -2280367 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21225 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -2280842.000000 Penalty: 5078.718750
	Iteration 10Q: 3 clusters Score -2280842 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21763 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -2281101.500000 Penalty: 5078.718750
	Iteration 11Q: 3 clusters Score -2281102 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22220 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -2281293.250000 Penalty: 5078.718750
	Iteration 12Q: 3 clusters Score -2281293 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22605 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -2281434.500000 Penalty: 5078.718750
	Iteration 13Q: 3 clusters Score -2281434 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22962 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -2281562.000000 Penalty: 5078.718750
	Iteration 14Q: 3 clusters Score -2281562 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23274 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -2281665.000000 Penalty: 5078.718750
	Iteration 15Q: 3 clusters Score -2281665 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23556 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -2281741.250000 Penalty: 5078.718750
	Iteration 16Q: 3 clusters Score -2281741 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23839 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -2281837.000000 Penalty: 5078.718750
	Iteration 17Q: 3 clusters Score -2281837 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24093 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -2281923.000000 Penalty: 5078.718750
	Iteration 18Q: 3 clusters Score -2281923 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24325 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -2282001.250000 Penalty: 5078.718750
	Iteration 19Q: 3 clusters Score -2282001 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24520 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -2282053.500000 Penalty: 5078.718750
	Iteration 20F: 3 clusters Score -2282054 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24690 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -2282108.750000 Penalty: 5078.718750
	Iteration 21Q: 3 clusters Score -2282109 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24856 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -2282161.750000 Penalty: 5078.718750
	Iteration 22Q: 3 clusters Score -2282162 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25020 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -2282209.000000 Penalty: 5078.718750
	Iteration 23Q: 3 clusters Score -2282209 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25156 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -2282237.250000 Penalty: 5078.718750
	Iteration 24Q: 3 clusters Score -2282237 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25276 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -2282278.500000 Penalty: 5078.718750
	Iteration 25Q: 3 clusters Score -2282278 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25374 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -2282314.000000 Penalty: 5078.718750
	Iteration 26Q: 3 clusters Score -2282314 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25450 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -2282328.250000 Penalty: 5078.718750
	Iteration 27Q: 3 clusters Score -2282328 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25536 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -2282341.500000 Penalty: 5078.718750
	Iteration 28Q: 3 clusters Score -2282342 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25632 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -2282363.000000 Penalty: 5078.718750
	Iteration 29Q: 3 clusters Score -2282363 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25696 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -2282392.000000 Penalty: 5078.718750
	Iteration 30Q: 3 clusters Score -2282392 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25761 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -2282401.750000 Penalty: 5078.718750
	Iteration 31Q: 3 clusters Score -2282402 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25815 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -2282420.000000 Penalty: 5078.718750
	Iteration 32Q: 3 clusters Score -2282420 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25874 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -2282439.750000 Penalty: 5078.718750
	Iteration 33Q: 3 clusters Score -2282440 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25927 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -2282462.750000 Penalty: 5078.718750
	Iteration 34Q: 3 clusters Score -2282463 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25967 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -2282468.250000 Penalty: 5078.718750
	Iteration 35Q: 3 clusters Score -2282468 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26010 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -2282480.750000 Penalty: 5078.718750
	Iteration 36Q: 3 clusters Score -2282481 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26064 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -2282500.750000 Penalty: 5078.718750
	Iteration 37Q: 3 clusters Score -2282501 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26116 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -2282515.250000 Penalty: 5078.718750
	Iteration 38Q: 3 clusters Score -2282515 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26164 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -2282524.500000 Penalty: 5078.718750
	Iteration 39Q: 3 clusters Score -2282524 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26202 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -2282530.250000 Penalty: 5078.718750
	Iteration 40F: 3 clusters Score -2282530 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26241 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -2282543.750000 Penalty: 5078.718750
	Iteration 41Q: 3 clusters Score -2282544 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26274 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -2282554.000000 Penalty: 5078.718750
	Iteration 42Q: 3 clusters Score -2282554 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26299 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -2282564.000000 Penalty: 5078.718750
	Iteration 43Q: 3 clusters Score -2282564 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26323 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -2282572.000000 Penalty: 5078.718750
	Iteration 44Q: 3 clusters Score -2282572 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26350 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -2282574.000000 Penalty: 5078.718750
	Iteration 45Q: 3 clusters Score -2282574 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26370 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -2282582.750000 Penalty: 5078.718750
	Iteration 46Q: 3 clusters Score -2282583 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26387 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -2282591.500000 Penalty: 5078.718750
	Iteration 47Q: 3 clusters Score -2282592 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26408 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -2282590.000000 Penalty: 5078.718750
	Iteration 48Q: 3 clusters Score -2282590 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26423 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -2282607.500000 Penalty: 5078.718750
	Iteration 49Q: 3 clusters Score -2282608 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26441 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -2282601.500000 Penalty: 5078.718750
	Iteration 50Q: 3 clusters Score -2282602 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26458 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -2282609.500000 Penalty: 5078.718750
	Iteration 51Q: 3 clusters Score -2282610 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26475 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -2282618.750000 Penalty: 5078.718750
	Iteration 52Q: 3 clusters Score -2282619 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26490 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -2282619.000000 Penalty: 5078.718750
	Iteration 53Q: 3 clusters Score -2282619 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26498 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -2282624.000000 Penalty: 5078.718750
	Iteration 54Q: 3 clusters Score -2282624 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26513 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -2282629.250000 Penalty: 5078.718750
	Iteration 55Q: 3 clusters Score -2282629 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26521 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -2282634.750000 Penalty: 5078.718750
	Iteration 56Q: 3 clusters Score -2282635 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26529 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -2282634.250000 Penalty: 5078.718750
	Iteration 57Q: 3 clusters Score -2282634 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26544 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -2282639.000000 Penalty: 5078.718750
	Iteration 58Q: 3 clusters Score -2282639 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26558 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -2282645.250000 Penalty: 5078.718750
	Iteration 59Q: 3 clusters Score -2282645 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26573 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -2282653.250000 Penalty: 5078.718750
	Iteration 60F: 3 clusters Score -2282653 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26591 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -2282661.250000 Penalty: 5078.718750
	Iteration 61Q: 3 clusters Score -2282661 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26609 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -2282666.500000 Penalty: 5078.718750
	Iteration 62Q: 3 clusters Score -2282666 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26625 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -2282669.250000 Penalty: 5078.718750
	Iteration 63Q: 3 clusters Score -2282669 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26637 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -2282674.000000 Penalty: 5078.718750
	Iteration 64Q: 3 clusters Score -2282674 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26648 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -2282677.250000 Penalty: 5078.718750
	Iteration 65Q: 3 clusters Score -2282677 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26659 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -2282677.000000 Penalty: 5078.718750
	Iteration 66Q: 3 clusters Score -2282677 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26672 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -2282676.750000 Penalty: 5078.718750
	Iteration 67Q: 3 clusters Score -2282677 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26682 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -2282688.000000 Penalty: 5078.718750
	Iteration 68Q: 3 clusters Score -2282688 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26694 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -2282689.500000 Penalty: 5078.718750
	Iteration 69Q: 3 clusters Score -2282690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26704 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -2282686.500000 Penalty: 5078.718750
	Iteration 70Q: 3 clusters Score -2282686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26708 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -2282686.250000 Penalty: 5078.718750
	Iteration 71Q: 3 clusters Score -2282686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26711 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -2282686.750000 Penalty: 5078.718750
	Iteration 72Q: 3 clusters Score -2282687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26712 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -2282688.750000 Penalty: 5078.718750
	Iteration 73Q: 3 clusters Score -2282689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26713 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -2282686.750000 Penalty: 5078.718750
	Iteration 74Q: 3 clusters Score -2282687 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26713 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -2282686.750000 Penalty: 5078.718750
	Iteration 75F: 3 clusters Score -2282687 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Entering Unmasked Estep 
Score: -672775.500000 Penalty: 2261.319824
	Iteration 0F: 2 clusters Score -672775.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -665667.562500 Penalty: 4522.639648
	Iteration 0F: 3 clusters Score -665667.6 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -667831.250000 Penalty: 4522.639648
	Iteration 1F: 3 clusters Score -667831.2 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -668258.125000 Penalty: 4522.639648
	Iteration 2F: 3 clusters Score -668258.1 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -668676.250000 Penalty: 4522.639648
	Iteration 3F: 3 clusters Score -668676.2 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -669099.500000 Penalty: 4522.639648
	Iteration 4F: 3 clusters Score -669099.5 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -669473.562500 Penalty: 4522.639648
	Iteration 5F: 3 clusters Score -669473.6 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -669824.062500 Penalty: 4522.639648
	Iteration 6Q: 3 clusters Score -669824.1 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -670183.312500 Penalty: 4522.639648
	Iteration 7Q: 3 clusters Score -670183.3 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -670641.250000 Penalty: 4522.639648
	Iteration 8Q: 3 clusters Score -670641.2 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -671208.937500 Penalty: 4522.639648
	Iteration 9F: 3 clusters Score -671208.9 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -671687.937500 Penalty: 4522.639648
	Iteration 10Q: 3 clusters Score -671687.9 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -672083.812500 Penalty: 4522.639648
	Iteration 11Q: 3 clusters Score -672083.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -672374.812500 Penalty: 4522.639648
	Iteration 12Q: 3 clusters Score -672374.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -672670.750000 Penalty: 4522.639648
	Iteration 13Q: 3 clusters Score -672670.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -673002.500000 Penalty: 4522.639648
	Iteration 14Q: 3 clusters Score -673002.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -673284.000000 Penalty: 4522.639648
	Iteration 15Q: 3 clusters Score -673284 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -673411.312500 Penalty: 4522.639648
	Iteration 16Q: 3 clusters Score -673411.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -673452.562500 Penalty: 4522.639648
	Iteration 17Q: 3 clusters Score -673452.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -673471.000000 Penalty: 4522.639648
	Iteration 18Q: 3 clusters Score -673471 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -673474.750000 Penalty: 4522.639648
	Iteration 19Q: 3 clusters Score -673474.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -673477.250000 Penalty: 4522.639648
	Iteration 20F: 3 clusters Score -673477.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -673476.937500 Penalty: 4522.639648
	Iteration 21Q: 3 clusters Score -673476.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -673477.312500 Penalty: 4522.639648
	Iteration 22Q: 3 clusters Score -673477.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -673475.875000 Penalty: 4522.639648
	Iteration 23Q: 3 clusters Score -673475.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -673476.937500 Penalty: 4522.639648
	Iteration 24Q: 3 clusters Score -673476.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -673477.562500 Penalty: 4522.639648
	Iteration 25Q: 3 clusters Score -673477.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -673479.625000 Penalty: 4522.639648
	Iteration 26Q: 3 clusters Score -673479.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -673478.812500 Penalty: 4522.639648
	Iteration 27Q: 3 clusters Score -673478.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -673480.062500 Penalty: 4522.639648
	Iteration 28Q: 3 clusters Score -673480.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -673480.250000 Penalty: 4522.639648
	Iteration 29Q: 3 clusters Score -673480.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -673482.750000 Penalty: 4522.639648
	Iteration 30Q: 3 clusters Score -673482.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -673482.812500 Penalty: 4522.639648
	Iteration 31Q: 3 clusters Score -673482.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -673482.125000 Penalty: 4522.639648
	Iteration 32Q: 3 clusters Score -673482.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -673482.125000 Penalty: 4522.639648
	Iteration 33F: 3 clusters Score -673482.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 2934 members 
Mstep: Class 3 contains 109698 members 
Mstep: Class 4 contains 3716 members 
Mstep: Class 5 contains 386143 members 
Mstep: Class 6 contains 4472 members 
Mstep: Class 7 contains 5922 members 
Mstep: Class 8 contains 6838 members 
Mstep: Class 9 contains 5231 members 
Mstep: Class 10 contains 30333 members 
Mstep: Class 11 contains 215206 members 
Mstep: Class 12 contains 49530 members 
Mstep: Class 13 contains 154217 members 
Mstep: Class 14 contains 76789 members 
Mstep: Class 15 contains 74645 members 
Mstep: Class 16 contains 88548 members 
Mstep: Class 17 contains 2123 members 
Mstep: Class 18 contains 28130 members 
Mstep: Class 19 contains 4560 members 
Mstep: Class 20 contains 8481 members 
Mstep: Class 21 contains 45310 members 
Mstep: Class 22 contains 27983 members 
Mstep: Class 23 contains 4443 members 
Mstep: Class 24 contains 7578 members 
Mstep: Class 25 contains 24523 members 
Mstep: Class 26 contains 15465 members 
Mstep: Class 27 contains 6081 members 
Mstep: Class 28 contains 7826 members 
Mstep: Class 29 contains 3601 members 
Mstep: Class 30 contains 10003 members 
Mstep: Class 31 contains 24838 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 10062 members 
Mstep: Class 34 contains 4677 members 
Entering Unmasked Estep 
Score: -111981768.000000 Penalty: 119701.210938
Splitting cluster 23 changes total score from -111982352.000000 to -111981768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (7578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Entering Unmasked Estep 
Score: -542459.750000 Penalty: 2215.385010
	Iteration 0F: 2 clusters Score -542459.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -536357.187500 Penalty: 4430.770020
	Iteration 0F: 3 clusters Score -536357.2 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -538012.562500 Penalty: 4430.770020
	Iteration 1F: 3 clusters Score -538012.6 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -538288.750000 Penalty: 4430.770020
	Iteration 2F: 3 clusters Score -538288.8 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -538463.625000 Penalty: 4430.770020
	Iteration 3Q: 3 clusters Score -538463.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -538613.500000 Penalty: 4430.770020
	Iteration 4Q: 3 clusters Score -538613.5 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -538746.500000 Penalty: 4430.770020
	Iteration 5Q: 3 clusters Score -538746.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -538848.437500 Penalty: 4430.770020
	Iteration 6Q: 3 clusters Score -538848.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -538956.750000 Penalty: 4430.770020
	Iteration 7Q: 3 clusters Score -538956.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -539074.250000 Penalty: 4430.770020
	Iteration 8Q: 3 clusters Score -539074.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -539179.875000 Penalty: 4430.770020
	Iteration 9Q: 3 clusters Score -539179.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -539284.250000 Penalty: 4430.770020
	Iteration 10Q: 3 clusters Score -539284.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -539392.687500 Penalty: 4430.770020
	Iteration 11Q: 3 clusters Score -539392.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -539486.562500 Penalty: 4430.770020
	Iteration 12Q: 3 clusters Score -539486.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -539583.750000 Penalty: 4430.770020
	Iteration 13Q: 3 clusters Score -539583.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -539678.250000 Penalty: 4430.770020
	Iteration 14Q: 3 clusters Score -539678.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -539751.312500 Penalty: 4430.770020
	Iteration 15Q: 3 clusters Score -539751.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -539823.000000 Penalty: 4430.770020
	Iteration 16Q: 3 clusters Score -539823 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -539900.625000 Penalty: 4430.770020
	Iteration 17Q: 3 clusters Score -539900.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -539986.562500 Penalty: 4430.770020
	Iteration 18Q: 3 clusters Score -539986.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -540096.062500 Penalty: 4430.770020
	Iteration 19Q: 3 clusters Score -540096.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -540202.062500 Penalty: 4430.770020
	Iteration 20F: 3 clusters Score -540202.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -540305.625000 Penalty: 4430.770020
	Iteration 21Q: 3 clusters Score -540305.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -540395.875000 Penalty: 4430.770020
	Iteration 22Q: 3 clusters Score -540395.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -540469.625000 Penalty: 4430.770020
	Iteration 23Q: 3 clusters Score -540469.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -540529.812500 Penalty: 4430.770020
	Iteration 24Q: 3 clusters Score -540529.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -540593.812500 Penalty: 4430.770020
	Iteration 25Q: 3 clusters Score -540593.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -540651.687500 Penalty: 4430.770020
	Iteration 26Q: 3 clusters Score -540651.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -540724.812500 Penalty: 4430.770020
	Iteration 27Q: 3 clusters Score -540724.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -540787.312500 Penalty: 4430.770020
	Iteration 28Q: 3 clusters Score -540787.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -540866.187500 Penalty: 4430.770020
	Iteration 29Q: 3 clusters Score -540866.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -540954.250000 Penalty: 4430.770020
	Iteration 30Q: 3 clusters Score -540954.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -541047.062500 Penalty: 4430.770020
	Iteration 31Q: 3 clusters Score -541047.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -541118.500000 Penalty: 4430.770020
	Iteration 32Q: 3 clusters Score -541118.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -541195.875000 Penalty: 4430.770020
	Iteration 33Q: 3 clusters Score -541195.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -541304.250000 Penalty: 4430.770020
	Iteration 34Q: 3 clusters Score -541304.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -541459.812500 Penalty: 4430.770020
	Iteration 35Q: 3 clusters Score -541459.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -541652.625000 Penalty: 4430.770020
	Iteration 36Q: 3 clusters Score -541652.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -541887.000000 Penalty: 4430.770020
	Iteration 37Q: 3 clusters Score -541887 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -542119.250000 Penalty: 4430.770020
	Iteration 38Q: 3 clusters Score -542119.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -542231.812500 Penalty: 4430.770020
	Iteration 39Q: 3 clusters Score -542231.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -542285.562500 Penalty: 4430.770020
	Iteration 40F: 3 clusters Score -542285.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -542330.312500 Penalty: 4430.770020
	Iteration 41Q: 3 clusters Score -542330.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -542362.812500 Penalty: 4430.770020
	Iteration 42Q: 3 clusters Score -542362.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -542381.125000 Penalty: 4430.770020
	Iteration 43Q: 3 clusters Score -542381.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -542396.312500 Penalty: 4430.770020
	Iteration 44Q: 3 clusters Score -542396.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -542405.187500 Penalty: 4430.770020
	Iteration 45Q: 3 clusters Score -542405.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -542412.500000 Penalty: 4430.770020
	Iteration 46Q: 3 clusters Score -542412.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -542426.187500 Penalty: 4430.770020
	Iteration 47Q: 3 clusters Score -542426.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -542435.312500 Penalty: 4430.770020
	Iteration 48Q: 3 clusters Score -542435.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -542441.687500 Penalty: 4430.770020
	Iteration 49Q: 3 clusters Score -542441.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -542443.625000 Penalty: 4430.770020
	Iteration 50Q: 3 clusters Score -542443.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -542447.500000 Penalty: 4430.770020
	Iteration 51Q: 3 clusters Score -542447.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -542453.937500 Penalty: 4430.770020
	Iteration 52Q: 3 clusters Score -542453.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -542457.437500 Penalty: 4430.770020
	Iteration 53Q: 3 clusters Score -542457.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -542455.875000 Penalty: 4430.770020
	Iteration 54Q: 3 clusters Score -542455.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -542457.875000 Penalty: 4430.770020
	Iteration 55Q: 3 clusters Score -542457.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -542460.187500 Penalty: 4430.770020
	Iteration 56Q: 3 clusters Score -542460.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -542460.625000 Penalty: 4430.770020
	Iteration 57Q: 3 clusters Score -542460.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -542461.812500 Penalty: 4430.770020
	Iteration 58Q: 3 clusters Score -542461.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -542462.625000 Penalty: 4430.770020
	Iteration 59Q: 3 clusters Score -542462.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -542464.875000 Penalty: 4430.770020
	Iteration 60F: 3 clusters Score -542464.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -542463.812500 Penalty: 4430.770020
	Iteration 61Q: 3 clusters Score -542463.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -542465.187500 Penalty: 4430.770020
	Iteration 62Q: 3 clusters Score -542465.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -542464.687500 Penalty: 4430.770020
	Iteration 63Q: 3 clusters Score -542464.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -542464.250000 Penalty: 4430.770020
	Iteration 64Q: 3 clusters Score -542464.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -542464.250000 Penalty: 4430.770020
	Iteration 65F: 3 clusters Score -542464.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 2934 members 
Mstep: Class 3 contains 109698 members 
Mstep: Class 4 contains 3716 members 
Mstep: Class 5 contains 386143 members 
Mstep: Class 6 contains 4472 members 
Mstep: Class 7 contains 5922 members 
Mstep: Class 8 contains 6838 members 
Mstep: Class 9 contains 5231 members 
Mstep: Class 10 contains 30333 members 
Mstep: Class 11 contains 215206 members 
Mstep: Class 12 contains 49530 members 
Mstep: Class 13 contains 154217 members 
Mstep: Class 14 contains 76789 members 
Mstep: Class 15 contains 74645 members 
Mstep: Class 16 contains 88548 members 
Mstep: Class 17 contains 2123 members 
Mstep: Class 18 contains 28130 members 
Mstep: Class 19 contains 4560 members 
Mstep: Class 20 contains 8481 members 
Mstep: Class 21 contains 45310 members 
Mstep: Class 22 contains 27983 members 
Mstep: Class 23 contains 9120 members 
Mstep: Class 24 contains 4154 members 
Mstep: Class 25 contains 24523 members 
Mstep: Class 26 contains 15465 members 
Mstep: Class 27 contains 6081 members 
Mstep: Class 28 contains 7826 members 
Mstep: Class 29 contains 3601 members 
Mstep: Class 30 contains 10003 members 
Mstep: Class 31 contains 24838 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 10062 members 
Mstep: Class 34 contains 3424 members 
Entering Unmasked Estep 
Score: -111980712.000000 Penalty: 119701.210938
Splitting cluster 24 changes total score from -111982352.000000 to -111980712.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (24523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24523 members 
Entering Unmasked Estep 
Score: -1727598.000000 Penalty: 2506.626953
	Iteration 0F: 2 clusters Score -1727598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -1710548.000000 Penalty: 5013.253906
	Iteration 0F: 3 clusters Score -1710548 nChanged 10865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -1716583.125000 Penalty: 5013.253906
	Iteration 1F: 3 clusters Score -1716583 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -1717161.625000 Penalty: 5013.253906
	Iteration 2F: 3 clusters Score -1717162 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -1717694.250000 Penalty: 5013.253906
	Iteration 3F: 3 clusters Score -1717694 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -1718258.250000 Penalty: 5013.253906
	Iteration 4Q: 3 clusters Score -1718258 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -1718901.875000 Penalty: 5013.253906
	Iteration 5Q: 3 clusters Score -1718902 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -1719597.250000 Penalty: 5013.253906
	Iteration 6F: 3 clusters Score -1719597 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 15496 members 
Entering Unmasked Estep 
Score: -1720386.375000 Penalty: 5013.253906
	Iteration 7F: 3 clusters Score -1720386 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 16444 members 
Entering Unmasked Estep 
Score: -1721271.750000 Penalty: 5013.253906
	Iteration 8F: 3 clusters Score -1721272 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 17401 members 
Entering Unmasked Estep 
Score: -1722177.625000 Penalty: 5013.253906
	Iteration 9F: 3 clusters Score -1722178 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 18267 members 
Entering Unmasked Estep 
Score: -1722956.375000 Penalty: 5013.253906
	Iteration 10Q: 3 clusters Score -1722956 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 19011 members 
Entering Unmasked Estep 
Score: -1723554.750000 Penalty: 5013.253906
	Iteration 11Q: 3 clusters Score -1723555 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 19592 members 
Entering Unmasked Estep 
Score: -1724004.000000 Penalty: 5013.253906
	Iteration 12Q: 3 clusters Score -1724004 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 20088 members 
Entering Unmasked Estep 
Score: -1724362.125000 Penalty: 5013.253906
	Iteration 13Q: 3 clusters Score -1724362 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 20528 members 
Entering Unmasked Estep 
Score: -1724652.000000 Penalty: 5013.253906
	Iteration 14Q: 3 clusters Score -1724652 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 20872 members 
Entering Unmasked Estep 
Score: -1724877.250000 Penalty: 5013.253906
	Iteration 15Q: 3 clusters Score -1724877 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 21203 members 
Entering Unmasked Estep 
Score: -1725112.250000 Penalty: 5013.253906
	Iteration 16Q: 3 clusters Score -1725112 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 21447 members 
Entering Unmasked Estep 
Score: -1725279.125000 Penalty: 5013.253906
	Iteration 17Q: 3 clusters Score -1725279 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 21641 members 
Entering Unmasked Estep 
Score: -1725423.625000 Penalty: 5013.253906
	Iteration 18Q: 3 clusters Score -1725424 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 21794 members 
Entering Unmasked Estep 
Score: -1725518.250000 Penalty: 5013.253906
	Iteration 19Q: 3 clusters Score -1725518 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 21921 members 
Entering Unmasked Estep 
Score: -1725593.875000 Penalty: 5013.253906
	Iteration 20F: 3 clusters Score -1725594 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 22021 members 
Entering Unmasked Estep 
Score: -1725641.750000 Penalty: 5013.253906
	Iteration 21Q: 3 clusters Score -1725642 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 22104 members 
Entering Unmasked Estep 
Score: -1725675.250000 Penalty: 5013.253906
	Iteration 22Q: 3 clusters Score -1725675 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 22170 members 
Entering Unmasked Estep 
Score: -1725698.125000 Penalty: 5013.253906
	Iteration 23Q: 3 clusters Score -1725698 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 22220 members 
Entering Unmasked Estep 
Score: -1725715.375000 Penalty: 5013.253906
	Iteration 24Q: 3 clusters Score -1725715 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 22264 members 
Entering Unmasked Estep 
Score: -1725730.875000 Penalty: 5013.253906
	Iteration 25Q: 3 clusters Score -1725731 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 22306 members 
Entering Unmasked Estep 
Score: -1725744.625000 Penalty: 5013.253906
	Iteration 26Q: 3 clusters Score -1725745 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 22368 members 
Entering Unmasked Estep 
Score: -1725765.375000 Penalty: 5013.253906
	Iteration 27Q: 3 clusters Score -1725765 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 22432 members 
Entering Unmasked Estep 
Score: -1725783.000000 Penalty: 5013.253906
	Iteration 28Q: 3 clusters Score -1725783 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 22485 members 
Entering Unmasked Estep 
Score: -1725807.125000 Penalty: 5013.253906
	Iteration 29Q: 3 clusters Score -1725807 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 22542 members 
Entering Unmasked Estep 
Score: -1725829.250000 Penalty: 5013.253906
	Iteration 30Q: 3 clusters Score -1725829 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 22601 members 
Entering Unmasked Estep 
Score: -1725854.750000 Penalty: 5013.253906
	Iteration 31Q: 3 clusters Score -1725855 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 22664 members 
Entering Unmasked Estep 
Score: -1725879.500000 Penalty: 5013.253906
	Iteration 32Q: 3 clusters Score -1725880 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 22725 members 
Entering Unmasked Estep 
Score: -1725912.375000 Penalty: 5013.253906
	Iteration 33Q: 3 clusters Score -1725912 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 22793 members 
Entering Unmasked Estep 
Score: -1725954.250000 Penalty: 5013.253906
	Iteration 34Q: 3 clusters Score -1725954 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 22848 members 
Entering Unmasked Estep 
Score: -1725989.625000 Penalty: 5013.253906
	Iteration 35Q: 3 clusters Score -1725990 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 22898 members 
Entering Unmasked Estep 
Score: -1726017.125000 Penalty: 5013.253906
	Iteration 36Q: 3 clusters Score -1726017 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 22945 members 
Entering Unmasked Estep 
Score: -1726038.000000 Penalty: 5013.253906
	Iteration 37Q: 3 clusters Score -1726038 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 22980 members 
Entering Unmasked Estep 
Score: -1726054.750000 Penalty: 5013.253906
	Iteration 38Q: 3 clusters Score -1726055 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 23010 members 
Entering Unmasked Estep 
Score: -1726073.125000 Penalty: 5013.253906
	Iteration 39Q: 3 clusters Score -1726073 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 23041 members 
Entering Unmasked Estep 
Score: -1726080.750000 Penalty: 5013.253906
	Iteration 40F: 3 clusters Score -1726081 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 23065 members 
Entering Unmasked Estep 
Score: -1726090.375000 Penalty: 5013.253906
	Iteration 41Q: 3 clusters Score -1726090 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 23082 members 
Entering Unmasked Estep 
Score: -1726095.500000 Penalty: 5013.253906
	Iteration 42Q: 3 clusters Score -1726096 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 23098 members 
Entering Unmasked Estep 
Score: -1726100.250000 Penalty: 5013.253906
	Iteration 43Q: 3 clusters Score -1726100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 23104 members 
Entering Unmasked Estep 
Score: -1726103.875000 Penalty: 5013.253906
	Iteration 44Q: 3 clusters Score -1726104 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 23115 members 
Entering Unmasked Estep 
Score: -1726111.000000 Penalty: 5013.253906
	Iteration 45Q: 3 clusters Score -1726111 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 23126 members 
Entering Unmasked Estep 
Score: -1726117.750000 Penalty: 5013.253906
	Iteration 46Q: 3 clusters Score -1726118 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 23133 members 
Entering Unmasked Estep 
Score: -1726118.875000 Penalty: 5013.253906
	Iteration 47Q: 3 clusters Score -1726119 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 23137 members 
Entering Unmasked Estep 
Score: -1726120.375000 Penalty: 5013.253906
	Iteration 48Q: 3 clusters Score -1726120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 23143 members 
Entering Unmasked Estep 
Score: -1726121.500000 Penalty: 5013.253906
	Iteration 49Q: 3 clusters Score -1726122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 23147 members 
Entering Unmasked Estep 
Score: -1726122.500000 Penalty: 5013.253906
	Iteration 50Q: 3 clusters Score -1726122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 23147 members 
Entering Unmasked Estep 
Score: -1726125.000000 Penalty: 5013.253906
	Iteration 51Q: 3 clusters Score -1726125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 23149 members 
Entering Unmasked Estep 
Score: -1726126.875000 Penalty: 5013.253906
	Iteration 52Q: 3 clusters Score -1726127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 23150 members 
Entering Unmasked Estep 
Score: -1726126.625000 Penalty: 5013.253906
	Iteration 53Q: 3 clusters Score -1726127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 23149 members 
Entering Unmasked Estep 
Score: -1726128.625000 Penalty: 5013.253906
	Iteration 54Q: 3 clusters Score -1726129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 23147 members 
Entering Unmasked Estep 
Score: -1726128.500000 Penalty: 5013.253906
	Iteration 55Q: 3 clusters Score -1726128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 23147 members 
Entering Unmasked Estep 
Score: -1726128.500000 Penalty: 5013.253906
	Iteration 56F: 3 clusters Score -1726128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (15465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Entering Unmasked Estep 
Score: -1229672.375000 Penalty: 2392.291016
	Iteration 0F: 2 clusters Score -1229672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1218528.375000 Penalty: 4784.582031
	Iteration 0F: 3 clusters Score -1218528 nChanged 6693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1222066.250000 Penalty: 4784.582031
	Iteration 1F: 3 clusters Score -1222066 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1222434.375000 Penalty: 4784.582031
	Iteration 2F: 3 clusters Score -1222434 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -1222742.875000 Penalty: 4784.582031
	Iteration 3Q: 3 clusters Score -1222743 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -1223035.625000 Penalty: 4784.582031
	Iteration 4Q: 3 clusters Score -1223036 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1223382.000000 Penalty: 4784.582031
	Iteration 5Q: 3 clusters Score -1223382 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -1223796.750000 Penalty: 4784.582031
	Iteration 6Q: 3 clusters Score -1223797 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -1224403.125000 Penalty: 4784.582031
	Iteration 7F: 3 clusters Score -1224403 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -1225289.750000 Penalty: 4784.582031
	Iteration 8F: 3 clusters Score -1225290 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -1226252.375000 Penalty: 4784.582031
	Iteration 9F: 3 clusters Score -1226252 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1227038.250000 Penalty: 4784.582031
	Iteration 10F: 3 clusters Score -1227038 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -1227558.375000 Penalty: 4784.582031
	Iteration 11Q: 3 clusters Score -1227558 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -1227872.500000 Penalty: 4784.582031
	Iteration 12Q: 3 clusters Score -1227872 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1228077.875000 Penalty: 4784.582031
	Iteration 13Q: 3 clusters Score -1228078 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1228251.375000 Penalty: 4784.582031
	Iteration 14Q: 3 clusters Score -1228251 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1228423.875000 Penalty: 4784.582031
	Iteration 15Q: 3 clusters Score -1228424 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1228571.375000 Penalty: 4784.582031
	Iteration 16Q: 3 clusters Score -1228571 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1228699.375000 Penalty: 4784.582031
	Iteration 17Q: 3 clusters Score -1228699 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1228804.625000 Penalty: 4784.582031
	Iteration 18Q: 3 clusters Score -1228805 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1228874.250000 Penalty: 4784.582031
	Iteration 19Q: 3 clusters Score -1228874 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1228919.000000 Penalty: 4784.582031
	Iteration 20F: 3 clusters Score -1228919 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1228944.750000 Penalty: 4784.582031
	Iteration 21Q: 3 clusters Score -1228945 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1228962.500000 Penalty: 4784.582031
	Iteration 22Q: 3 clusters Score -1228962 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1228979.750000 Penalty: 4784.582031
	Iteration 23Q: 3 clusters Score -1228980 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1228992.375000 Penalty: 4784.582031
	Iteration 24Q: 3 clusters Score -1228992 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1229007.125000 Penalty: 4784.582031
	Iteration 25Q: 3 clusters Score -1229007 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1229011.875000 Penalty: 4784.582031
	Iteration 26Q: 3 clusters Score -1229012 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1229021.500000 Penalty: 4784.582031
	Iteration 27Q: 3 clusters Score -1229022 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1229022.000000 Penalty: 4784.582031
	Iteration 28Q: 3 clusters Score -1229022 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1229030.000000 Penalty: 4784.582031
	Iteration 29Q: 3 clusters Score -1229030 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1229033.625000 Penalty: 4784.582031
	Iteration 30Q: 3 clusters Score -1229034 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1229039.375000 Penalty: 4784.582031
	Iteration 31Q: 3 clusters Score -1229039 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1229048.375000 Penalty: 4784.582031
	Iteration 32Q: 3 clusters Score -1229048 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1229053.875000 Penalty: 4784.582031
	Iteration 33Q: 3 clusters Score -1229054 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1229061.250000 Penalty: 4784.582031
	Iteration 34Q: 3 clusters Score -1229061 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1229064.000000 Penalty: 4784.582031
	Iteration 35Q: 3 clusters Score -1229064 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1229070.750000 Penalty: 4784.582031
	Iteration 36Q: 3 clusters Score -1229071 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1229073.125000 Penalty: 4784.582031
	Iteration 37Q: 3 clusters Score -1229073 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1229073.875000 Penalty: 4784.582031
	Iteration 38Q: 3 clusters Score -1229074 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1229080.250000 Penalty: 4784.582031
	Iteration 39Q: 3 clusters Score -1229080 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1229080.875000 Penalty: 4784.582031
	Iteration 40F: 3 clusters Score -1229081 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1229083.625000 Penalty: 4784.582031
	Iteration 41Q: 3 clusters Score -1229084 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1229085.625000 Penalty: 4784.582031
	Iteration 42Q: 3 clusters Score -1229086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1229088.000000 Penalty: 4784.582031
	Iteration 43Q: 3 clusters Score -1229088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -1229086.000000 Penalty: 4784.582031
	Iteration 44Q: 3 clusters Score -1229086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1229086.125000 Penalty: 4784.582031
	Iteration 45Q: 3 clusters Score -1229086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1229085.375000 Penalty: 4784.582031
	Iteration 46Q: 3 clusters Score -1229085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1229086.000000 Penalty: 4784.582031
	Iteration 47Q: 3 clusters Score -1229086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1229086.750000 Penalty: 4784.582031
	Iteration 48Q: 3 clusters Score -1229087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1229087.000000 Penalty: 4784.582031
	Iteration 49Q: 3 clusters Score -1229087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1229088.750000 Penalty: 4784.582031
	Iteration 50Q: 3 clusters Score -1229089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1229085.750000 Penalty: 4784.582031
	Iteration 51Q: 3 clusters Score -1229086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1229085.500000 Penalty: 4784.582031
	Iteration 52Q: 3 clusters Score -1229086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1229087.125000 Penalty: 4784.582031
	Iteration 53Q: 3 clusters Score -1229087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1229085.750000 Penalty: 4784.582031
	Iteration 54Q: 3 clusters Score -1229086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1229089.125000 Penalty: 4784.582031
	Iteration 55Q: 3 clusters Score -1229089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1229086.125000 Penalty: 4784.582031
	Iteration 56Q: 3 clusters Score -1229086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1229086.125000 Penalty: 4784.582031
	Iteration 57F: 3 clusters Score -1229086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -484369.218750 Penalty: 2160.805176
	Iteration 0F: 2 clusters Score -484369.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -479146.125000 Penalty: 4321.610352
	Iteration 0F: 3 clusters Score -479146.1 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -480496.562500 Penalty: 4321.610352
	Iteration 1F: 3 clusters Score -480496.6 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -480751.062500 Penalty: 4321.610352
	Iteration 2F: 3 clusters Score -480751.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -480913.250000 Penalty: 4321.610352
	Iteration 3F: 3 clusters Score -480913.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -481019.937500 Penalty: 4321.610352
	Iteration 4Q: 3 clusters Score -481019.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -481116.187500 Penalty: 4321.610352
	Iteration 5Q: 3 clusters Score -481116.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -481184.937500 Penalty: 4321.610352
	Iteration 6Q: 3 clusters Score -481184.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -481249.312500 Penalty: 4321.610352
	Iteration 7Q: 3 clusters Score -481249.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -481307.687500 Penalty: 4321.610352
	Iteration 8Q: 3 clusters Score -481307.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -481349.125000 Penalty: 4321.610352
	Iteration 9Q: 3 clusters Score -481349.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -481385.781250 Penalty: 4321.610352
	Iteration 10Q: 3 clusters Score -481385.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -481418.187500 Penalty: 4321.610352
	Iteration 11Q: 3 clusters Score -481418.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -481438.687500 Penalty: 4321.610352
	Iteration 12Q: 3 clusters Score -481438.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -481462.187500 Penalty: 4321.610352
	Iteration 13Q: 3 clusters Score -481462.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -481480.718750 Penalty: 4321.610352
	Iteration 14Q: 3 clusters Score -481480.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -481504.375000 Penalty: 4321.610352
	Iteration 15Q: 3 clusters Score -481504.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -481530.000000 Penalty: 4321.610352
	Iteration 16Q: 3 clusters Score -481530 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -481548.281250 Penalty: 4321.610352
	Iteration 17Q: 3 clusters Score -481548.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -481573.437500 Penalty: 4321.610352
	Iteration 18Q: 3 clusters Score -481573.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -481595.250000 Penalty: 4321.610352
	Iteration 19Q: 3 clusters Score -481595.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -481611.812500 Penalty: 4321.610352
	Iteration 20F: 3 clusters Score -481611.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -481628.937500 Penalty: 4321.610352
	Iteration 21Q: 3 clusters Score -481628.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -481642.968750 Penalty: 4321.610352
	Iteration 22Q: 3 clusters Score -481643 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -481655.843750 Penalty: 4321.610352
	Iteration 23Q: 3 clusters Score -481655.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -481671.937500 Penalty: 4321.610352
	Iteration 24Q: 3 clusters Score -481671.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -481690.656250 Penalty: 4321.610352
	Iteration 25Q: 3 clusters Score -481690.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -481706.468750 Penalty: 4321.610352
	Iteration 26Q: 3 clusters Score -481706.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -481718.500000 Penalty: 4321.610352
	Iteration 27Q: 3 clusters Score -481718.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -481729.906250 Penalty: 4321.610352
	Iteration 28Q: 3 clusters Score -481729.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -481739.531250 Penalty: 4321.610352
	Iteration 29Q: 3 clusters Score -481739.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -481748.718750 Penalty: 4321.610352
	Iteration 30Q: 3 clusters Score -481748.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -481756.437500 Penalty: 4321.610352
	Iteration 31Q: 3 clusters Score -481756.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -481761.656250 Penalty: 4321.610352
	Iteration 32Q: 3 clusters Score -481761.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -481767.687500 Penalty: 4321.610352
	Iteration 33Q: 3 clusters Score -481767.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -481770.875000 Penalty: 4321.610352
	Iteration 34Q: 3 clusters Score -481770.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -481774.375000 Penalty: 4321.610352
	Iteration 35Q: 3 clusters Score -481774.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -481777.187500 Penalty: 4321.610352
	Iteration 36Q: 3 clusters Score -481777.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -481781.593750 Penalty: 4321.610352
	Iteration 37Q: 3 clusters Score -481781.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -481783.625000 Penalty: 4321.610352
	Iteration 38Q: 3 clusters Score -481783.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -481784.687500 Penalty: 4321.610352
	Iteration 39Q: 3 clusters Score -481784.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -481785.812500 Penalty: 4321.610352
	Iteration 40F: 3 clusters Score -481785.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -481787.281250 Penalty: 4321.610352
	Iteration 41Q: 3 clusters Score -481787.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -481789.187500 Penalty: 4321.610352
	Iteration 42Q: 3 clusters Score -481789.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -481790.812500 Penalty: 4321.610352
	Iteration 43Q: 3 clusters Score -481790.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -481792.093750 Penalty: 4321.610352
	Iteration 44Q: 3 clusters Score -481792.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -481791.843750 Penalty: 4321.610352
	Iteration 45Q: 3 clusters Score -481791.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -481791.843750 Penalty: 4321.610352
	Iteration 46F: 3 clusters Score -481791.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (7826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Entering Unmasked Estep 
Score: -603530.250000 Penalty: 2223.371338
	Iteration 0F: 2 clusters Score -603530.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -597208.187500 Penalty: 4446.742676
	Iteration 0F: 3 clusters Score -597208.2 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -598907.937500 Penalty: 4446.742676
	Iteration 1F: 3 clusters Score -598907.9 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -599191.312500 Penalty: 4446.742676
	Iteration 2F: 3 clusters Score -599191.3 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -599407.125000 Penalty: 4446.742676
	Iteration 3F: 3 clusters Score -599407.1 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -599610.062500 Penalty: 4446.742676
	Iteration 4Q: 3 clusters Score -599610.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -599773.312500 Penalty: 4446.742676
	Iteration 5Q: 3 clusters Score -599773.3 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -599899.187500 Penalty: 4446.742676
	Iteration 6Q: 3 clusters Score -599899.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -600000.937500 Penalty: 4446.742676
	Iteration 7Q: 3 clusters Score -600000.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -600086.812500 Penalty: 4446.742676
	Iteration 8Q: 3 clusters Score -600086.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -600155.375000 Penalty: 4446.742676
	Iteration 9Q: 3 clusters Score -600155.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -600213.000000 Penalty: 4446.742676
	Iteration 10Q: 3 clusters Score -600213 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -600258.812500 Penalty: 4446.742676
	Iteration 11Q: 3 clusters Score -600258.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -600298.062500 Penalty: 4446.742676
	Iteration 12Q: 3 clusters Score -600298.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -600339.562500 Penalty: 4446.742676
	Iteration 13Q: 3 clusters Score -600339.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -600380.687500 Penalty: 4446.742676
	Iteration 14Q: 3 clusters Score -600380.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -600421.812500 Penalty: 4446.742676
	Iteration 15Q: 3 clusters Score -600421.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -600483.812500 Penalty: 4446.742676
	Iteration 16Q: 3 clusters Score -600483.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -600573.125000 Penalty: 4446.742676
	Iteration 17Q: 3 clusters Score -600573.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -600689.500000 Penalty: 4446.742676
	Iteration 18Q: 3 clusters Score -600689.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -600787.312500 Penalty: 4446.742676
	Iteration 19Q: 3 clusters Score -600787.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -600886.312500 Penalty: 4446.742676
	Iteration 20F: 3 clusters Score -600886.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -600982.000000 Penalty: 4446.742676
	Iteration 21Q: 3 clusters Score -600982 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -601072.625000 Penalty: 4446.742676
	Iteration 22Q: 3 clusters Score -601072.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -601165.125000 Penalty: 4446.742676
	Iteration 23Q: 3 clusters Score -601165.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -601240.875000 Penalty: 4446.742676
	Iteration 24Q: 3 clusters Score -601240.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -601301.937500 Penalty: 4446.742676
	Iteration 25Q: 3 clusters Score -601301.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -601349.312500 Penalty: 4446.742676
	Iteration 26Q: 3 clusters Score -601349.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -601398.812500 Penalty: 4446.742676
	Iteration 27Q: 3 clusters Score -601398.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -601458.000000 Penalty: 4446.742676
	Iteration 28Q: 3 clusters Score -601458 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -601514.500000 Penalty: 4446.742676
	Iteration 29Q: 3 clusters Score -601514.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -601559.250000 Penalty: 4446.742676
	Iteration 30Q: 3 clusters Score -601559.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -601598.187500 Penalty: 4446.742676
	Iteration 31Q: 3 clusters Score -601598.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -601635.500000 Penalty: 4446.742676
	Iteration 32Q: 3 clusters Score -601635.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -601674.375000 Penalty: 4446.742676
	Iteration 33Q: 3 clusters Score -601674.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -601703.750000 Penalty: 4446.742676
	Iteration 34Q: 3 clusters Score -601703.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -601730.187500 Penalty: 4446.742676
	Iteration 35Q: 3 clusters Score -601730.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -601752.562500 Penalty: 4446.742676
	Iteration 36Q: 3 clusters Score -601752.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -601768.937500 Penalty: 4446.742676
	Iteration 37Q: 3 clusters Score -601768.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -601782.250000 Penalty: 4446.742676
	Iteration 38Q: 3 clusters Score -601782.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -601801.250000 Penalty: 4446.742676
	Iteration 39Q: 3 clusters Score -601801.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -601814.062500 Penalty: 4446.742676
	Iteration 40F: 3 clusters Score -601814.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -601826.687500 Penalty: 4446.742676
	Iteration 41Q: 3 clusters Score -601826.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -601838.187500 Penalty: 4446.742676
	Iteration 42Q: 3 clusters Score -601838.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -601851.000000 Penalty: 4446.742676
	Iteration 43Q: 3 clusters Score -601851 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -601862.812500 Penalty: 4446.742676
	Iteration 44Q: 3 clusters Score -601862.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -601872.000000 Penalty: 4446.742676
	Iteration 45Q: 3 clusters Score -601872 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -601886.625000 Penalty: 4446.742676
	Iteration 46Q: 3 clusters Score -601886.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -601903.062500 Penalty: 4446.742676
	Iteration 47Q: 3 clusters Score -601903.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -601920.437500 Penalty: 4446.742676
	Iteration 48Q: 3 clusters Score -601920.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -601940.187500 Penalty: 4446.742676
	Iteration 49Q: 3 clusters Score -601940.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -601958.937500 Penalty: 4446.742676
	Iteration 50Q: 3 clusters Score -601958.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -601976.687500 Penalty: 4446.742676
	Iteration 51Q: 3 clusters Score -601976.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -601991.000000 Penalty: 4446.742676
	Iteration 52Q: 3 clusters Score -601991 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -602008.125000 Penalty: 4446.742676
	Iteration 53Q: 3 clusters Score -602008.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -602030.937500 Penalty: 4446.742676
	Iteration 54Q: 3 clusters Score -602030.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -602056.250000 Penalty: 4446.742676
	Iteration 55Q: 3 clusters Score -602056.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -602086.500000 Penalty: 4446.742676
	Iteration 56Q: 3 clusters Score -602086.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -602114.375000 Penalty: 4446.742676
	Iteration 57Q: 3 clusters Score -602114.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -602136.812500 Penalty: 4446.742676
	Iteration 58Q: 3 clusters Score -602136.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -602161.250000 Penalty: 4446.742676
	Iteration 59Q: 3 clusters Score -602161.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -602189.500000 Penalty: 4446.742676
	Iteration 60F: 3 clusters Score -602189.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -602208.062500 Penalty: 4446.742676
	Iteration 61Q: 3 clusters Score -602208.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -602225.375000 Penalty: 4446.742676
	Iteration 62Q: 3 clusters Score -602225.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -602241.687500 Penalty: 4446.742676
	Iteration 63Q: 3 clusters Score -602241.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -602258.562500 Penalty: 4446.742676
	Iteration 64Q: 3 clusters Score -602258.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -602271.437500 Penalty: 4446.742676
	Iteration 65Q: 3 clusters Score -602271.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -602280.187500 Penalty: 4446.742676
	Iteration 66Q: 3 clusters Score -602280.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -602289.437500 Penalty: 4446.742676
	Iteration 67Q: 3 clusters Score -602289.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -602295.500000 Penalty: 4446.742676
	Iteration 68Q: 3 clusters Score -602295.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -602299.375000 Penalty: 4446.742676
	Iteration 69Q: 3 clusters Score -602299.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -602300.812500 Penalty: 4446.742676
	Iteration 70Q: 3 clusters Score -602300.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -602302.875000 Penalty: 4446.742676
	Iteration 71Q: 3 clusters Score -602302.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -602303.437500 Penalty: 4446.742676
	Iteration 72Q: 3 clusters Score -602303.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -602303.312500 Penalty: 4446.742676
	Iteration 73Q: 3 clusters Score -602303.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -602305.062500 Penalty: 4446.742676
	Iteration 74Q: 3 clusters Score -602305.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -602307.875000 Penalty: 4446.742676
	Iteration 75Q: 3 clusters Score -602307.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -602307.687500 Penalty: 4446.742676
	Iteration 76Q: 3 clusters Score -602307.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -602309.375000 Penalty: 4446.742676
	Iteration 77Q: 3 clusters Score -602309.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -602310.937500 Penalty: 4446.742676
	Iteration 78Q: 3 clusters Score -602310.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -602313.250000 Penalty: 4446.742676
	Iteration 79Q: 3 clusters Score -602313.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -602313.375000 Penalty: 4446.742676
	Iteration 80F: 3 clusters Score -602313.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -602315.875000 Penalty: 4446.742676
	Iteration 81Q: 3 clusters Score -602315.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -602315.687500 Penalty: 4446.742676
	Iteration 82Q: 3 clusters Score -602315.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -602318.250000 Penalty: 4446.742676
	Iteration 83Q: 3 clusters Score -602318.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -602317.750000 Penalty: 4446.742676
	Iteration 84Q: 3 clusters Score -602317.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -602317.500000 Penalty: 4446.742676
	Iteration 85Q: 3 clusters Score -602317.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -602320.312500 Penalty: 4446.742676
	Iteration 86Q: 3 clusters Score -602320.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -602319.250000 Penalty: 4446.742676
	Iteration 87Q: 3 clusters Score -602319.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -602319.250000 Penalty: 4446.742676
	Iteration 88F: 3 clusters Score -602319.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Entering Unmasked Estep 
Score: -283852.343750 Penalty: 2030.863770
	Iteration 0F: 2 clusters Score -283852.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -280204.750000 Penalty: 4061.727539
	Iteration 0F: 3 clusters Score -280204.8 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -280985.218750 Penalty: 4061.727539
	Iteration 1F: 3 clusters Score -280985.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -281189.187500 Penalty: 4061.727539
	Iteration 2F: 3 clusters Score -281189.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -281299.843750 Penalty: 4061.727539
	Iteration 3Q: 3 clusters Score -281299.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -281356.468750 Penalty: 4061.727539
	Iteration 4Q: 3 clusters Score -281356.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -281393.156250 Penalty: 4061.727539
	Iteration 5Q: 3 clusters Score -281393.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -281414.812500 Penalty: 4061.727539
	Iteration 6Q: 3 clusters Score -281414.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -281428.718750 Penalty: 4061.727539
	Iteration 7Q: 3 clusters Score -281428.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -281441.031250 Penalty: 4061.727539
	Iteration 8Q: 3 clusters Score -281441 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -281453.656250 Penalty: 4061.727539
	Iteration 9Q: 3 clusters Score -281453.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -281469.531250 Penalty: 4061.727539
	Iteration 10Q: 3 clusters Score -281469.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -281483.125000 Penalty: 4061.727539
	Iteration 11Q: 3 clusters Score -281483.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -281496.343750 Penalty: 4061.727539
	Iteration 12Q: 3 clusters Score -281496.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -281507.125000 Penalty: 4061.727539
	Iteration 13Q: 3 clusters Score -281507.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -281525.687500 Penalty: 4061.727539
	Iteration 14Q: 3 clusters Score -281525.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -281542.562500 Penalty: 4061.727539
	Iteration 15Q: 3 clusters Score -281542.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -281557.812500 Penalty: 4061.727539
	Iteration 16Q: 3 clusters Score -281557.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -281570.406250 Penalty: 4061.727539
	Iteration 17Q: 3 clusters Score -281570.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -281582.000000 Penalty: 4061.727539
	Iteration 18Q: 3 clusters Score -281582 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -281589.031250 Penalty: 4061.727539
	Iteration 19Q: 3 clusters Score -281589 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -281598.750000 Penalty: 4061.727539
	Iteration 20F: 3 clusters Score -281598.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -281607.218750 Penalty: 4061.727539
	Iteration 21Q: 3 clusters Score -281607.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -281614.625000 Penalty: 4061.727539
	Iteration 22Q: 3 clusters Score -281614.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -281622.843750 Penalty: 4061.727539
	Iteration 23Q: 3 clusters Score -281622.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -281632.500000 Penalty: 4061.727539
	Iteration 24Q: 3 clusters Score -281632.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -281641.375000 Penalty: 4061.727539
	Iteration 25Q: 3 clusters Score -281641.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -281655.343750 Penalty: 4061.727539
	Iteration 26Q: 3 clusters Score -281655.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -281663.531250 Penalty: 4061.727539
	Iteration 27Q: 3 clusters Score -281663.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -281671.437500 Penalty: 4061.727539
	Iteration 28Q: 3 clusters Score -281671.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -281678.343750 Penalty: 4061.727539
	Iteration 29Q: 3 clusters Score -281678.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -281690.468750 Penalty: 4061.727539
	Iteration 30Q: 3 clusters Score -281690.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -281702.468750 Penalty: 4061.727539
	Iteration 31Q: 3 clusters Score -281702.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -281709.562500 Penalty: 4061.727539
	Iteration 32Q: 3 clusters Score -281709.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -281715.406250 Penalty: 4061.727539
	Iteration 33Q: 3 clusters Score -281715.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -281723.156250 Penalty: 4061.727539
	Iteration 34Q: 3 clusters Score -281723.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -281730.656250 Penalty: 4061.727539
	Iteration 35Q: 3 clusters Score -281730.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -281737.875000 Penalty: 4061.727539
	Iteration 36Q: 3 clusters Score -281737.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -281747.937500 Penalty: 4061.727539
	Iteration 37Q: 3 clusters Score -281747.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -281764.312500 Penalty: 4061.727539
	Iteration 38Q: 3 clusters Score -281764.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -281777.843750 Penalty: 4061.727539
	Iteration 39Q: 3 clusters Score -281777.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -281790.781250 Penalty: 4061.727539
	Iteration 40F: 3 clusters Score -281790.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -281810.437500 Penalty: 4061.727539
	Iteration 41Q: 3 clusters Score -281810.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -281824.531250 Penalty: 4061.727539
	Iteration 42Q: 3 clusters Score -281824.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -281832.531250 Penalty: 4061.727539
	Iteration 43Q: 3 clusters Score -281832.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -281844.562500 Penalty: 4061.727539
	Iteration 44Q: 3 clusters Score -281844.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -281855.593750 Penalty: 4061.727539
	Iteration 45Q: 3 clusters Score -281855.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -281866.843750 Penalty: 4061.727539
	Iteration 46Q: 3 clusters Score -281866.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -281871.343750 Penalty: 4061.727539
	Iteration 47Q: 3 clusters Score -281871.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -281876.875000 Penalty: 4061.727539
	Iteration 48Q: 3 clusters Score -281876.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -281887.281250 Penalty: 4061.727539
	Iteration 49Q: 3 clusters Score -281887.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -281897.312500 Penalty: 4061.727539
	Iteration 50Q: 3 clusters Score -281897.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -281910.062500 Penalty: 4061.727539
	Iteration 51Q: 3 clusters Score -281910.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -281921.906250 Penalty: 4061.727539
	Iteration 52Q: 3 clusters Score -281921.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -281932.343750 Penalty: 4061.727539
	Iteration 53Q: 3 clusters Score -281932.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -281942.125000 Penalty: 4061.727539
	Iteration 54Q: 3 clusters Score -281942.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -281949.718750 Penalty: 4061.727539
	Iteration 55Q: 3 clusters Score -281949.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -281959.250000 Penalty: 4061.727539
	Iteration 56Q: 3 clusters Score -281959.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -281968.312500 Penalty: 4061.727539
	Iteration 57Q: 3 clusters Score -281968.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -281978.500000 Penalty: 4061.727539
	Iteration 58Q: 3 clusters Score -281978.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -281986.593750 Penalty: 4061.727539
	Iteration 59Q: 3 clusters Score -281986.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -281989.031250 Penalty: 4061.727539
	Iteration 60F: 3 clusters Score -281989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -281990.312500 Penalty: 4061.727539
	Iteration 61Q: 3 clusters Score -281990.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -281991.062500 Penalty: 4061.727539
	Iteration 62Q: 3 clusters Score -281991.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -281991.718750 Penalty: 4061.727539
	Iteration 63Q: 3 clusters Score -281991.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -281991.718750 Penalty: 4061.727539
	Iteration 64F: 3 clusters Score -281991.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (10003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Entering Unmasked Estep 
Score: -788152.937500 Penalty: 2284.238770
	Iteration 0F: 2 clusters Score -788152.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -780405.687500 Penalty: 4568.477539
	Iteration 0F: 3 clusters Score -780405.7 nChanged 4120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -782650.375000 Penalty: 4568.477539
	Iteration 1F: 3 clusters Score -782650.4 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -782941.312500 Penalty: 4568.477539
	Iteration 2F: 3 clusters Score -782941.3 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -783146.937500 Penalty: 4568.477539
	Iteration 3Q: 3 clusters Score -783146.9 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -783322.562500 Penalty: 4568.477539
	Iteration 4Q: 3 clusters Score -783322.6 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -783459.625000 Penalty: 4568.477539
	Iteration 5Q: 3 clusters Score -783459.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -783571.312500 Penalty: 4568.477539
	Iteration 6Q: 3 clusters Score -783571.3 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -783670.375000 Penalty: 4568.477539
	Iteration 7Q: 3 clusters Score -783670.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -783760.187500 Penalty: 4568.477539
	Iteration 8Q: 3 clusters Score -783760.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -783844.750000 Penalty: 4568.477539
	Iteration 9Q: 3 clusters Score -783844.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -783936.562500 Penalty: 4568.477539
	Iteration 10Q: 3 clusters Score -783936.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -784046.250000 Penalty: 4568.477539
	Iteration 11Q: 3 clusters Score -784046.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -784181.437500 Penalty: 4568.477539
	Iteration 12Q: 3 clusters Score -784181.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -784324.625000 Penalty: 4568.477539
	Iteration 13Q: 3 clusters Score -784324.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -784470.500000 Penalty: 4568.477539
	Iteration 14Q: 3 clusters Score -784470.5 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -784639.187500 Penalty: 4568.477539
	Iteration 15Q: 3 clusters Score -784639.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -784810.500000 Penalty: 4568.477539
	Iteration 16Q: 3 clusters Score -784810.5 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -784982.000000 Penalty: 4568.477539
	Iteration 17Q: 3 clusters Score -784982 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -785146.750000 Penalty: 4568.477539
	Iteration 18Q: 3 clusters Score -785146.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -785291.937500 Penalty: 4568.477539
	Iteration 19Q: 3 clusters Score -785291.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -785416.437500 Penalty: 4568.477539
	Iteration 20F: 3 clusters Score -785416.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -785537.062500 Penalty: 4568.477539
	Iteration 21Q: 3 clusters Score -785537.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -785642.062500 Penalty: 4568.477539
	Iteration 22Q: 3 clusters Score -785642.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -785733.250000 Penalty: 4568.477539
	Iteration 23Q: 3 clusters Score -785733.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -785809.187500 Penalty: 4568.477539
	Iteration 24Q: 3 clusters Score -785809.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -785873.687500 Penalty: 4568.477539
	Iteration 25Q: 3 clusters Score -785873.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -785923.562500 Penalty: 4568.477539
	Iteration 26Q: 3 clusters Score -785923.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -785979.125000 Penalty: 4568.477539
	Iteration 27Q: 3 clusters Score -785979.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -786017.437500 Penalty: 4568.477539
	Iteration 28Q: 3 clusters Score -786017.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -786049.062500 Penalty: 4568.477539
	Iteration 29Q: 3 clusters Score -786049.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -786067.812500 Penalty: 4568.477539
	Iteration 30Q: 3 clusters Score -786067.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -786083.625000 Penalty: 4568.477539
	Iteration 31Q: 3 clusters Score -786083.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -786091.187500 Penalty: 4568.477539
	Iteration 32Q: 3 clusters Score -786091.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -786101.125000 Penalty: 4568.477539
	Iteration 33Q: 3 clusters Score -786101.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -786105.125000 Penalty: 4568.477539
	Iteration 34Q: 3 clusters Score -786105.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -786109.187500 Penalty: 4568.477539
	Iteration 35Q: 3 clusters Score -786109.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -786112.687500 Penalty: 4568.477539
	Iteration 36Q: 3 clusters Score -786112.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -786118.250000 Penalty: 4568.477539
	Iteration 37Q: 3 clusters Score -786118.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -786123.187500 Penalty: 4568.477539
	Iteration 38Q: 3 clusters Score -786123.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -786125.000000 Penalty: 4568.477539
	Iteration 39Q: 3 clusters Score -786125 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -786127.625000 Penalty: 4568.477539
	Iteration 40F: 3 clusters Score -786127.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -786127.062500 Penalty: 4568.477539
	Iteration 41Q: 3 clusters Score -786127.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -786127.250000 Penalty: 4568.477539
	Iteration 42Q: 3 clusters Score -786127.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -786127.562500 Penalty: 4568.477539
	Iteration 43Q: 3 clusters Score -786127.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -786127.562500 Penalty: 4568.477539
	Iteration 44Q: 3 clusters Score -786127.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -786131.812500 Penalty: 4568.477539
	Iteration 45Q: 3 clusters Score -786131.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -786133.250000 Penalty: 4568.477539
	Iteration 46Q: 3 clusters Score -786133.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -786135.625000 Penalty: 4568.477539
	Iteration 47Q: 3 clusters Score -786135.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -786141.812500 Penalty: 4568.477539
	Iteration 48Q: 3 clusters Score -786141.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -786142.000000 Penalty: 4568.477539
	Iteration 49Q: 3 clusters Score -786142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -786145.375000 Penalty: 4568.477539
	Iteration 50Q: 3 clusters Score -786145.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -786146.687500 Penalty: 4568.477539
	Iteration 51Q: 3 clusters Score -786146.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -786149.062500 Penalty: 4568.477539
	Iteration 52Q: 3 clusters Score -786149.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -786149.250000 Penalty: 4568.477539
	Iteration 53Q: 3 clusters Score -786149.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -786150.000000 Penalty: 4568.477539
	Iteration 54Q: 3 clusters Score -786150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -786154.000000 Penalty: 4568.477539
	Iteration 55Q: 3 clusters Score -786154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -786154.437500 Penalty: 4568.477539
	Iteration 56Q: 3 clusters Score -786154.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -786155.937500 Penalty: 4568.477539
	Iteration 57Q: 3 clusters Score -786155.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -786157.125000 Penalty: 4568.477539
	Iteration 58Q: 3 clusters Score -786157.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -786157.125000 Penalty: 4568.477539
	Iteration 59F: 3 clusters Score -786157.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (24838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24838 members 
Entering Unmasked Estep 
Score: -1953997.625000 Penalty: 2509.792236
	Iteration 0F: 2 clusters Score -1953998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -1936841.000000 Penalty: 5019.584473
	Iteration 0F: 3 clusters Score -1936841 nChanged 11081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -1942942.875000 Penalty: 5019.584473
	Iteration 1F: 3 clusters Score -1942943 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -1943414.500000 Penalty: 5019.584473
	Iteration 2F: 3 clusters Score -1943414 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -1943902.875000 Penalty: 5019.584473
	Iteration 3Q: 3 clusters Score -1943903 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -1944443.875000 Penalty: 5019.584473
	Iteration 4Q: 3 clusters Score -1944444 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
Score: -1945152.750000 Penalty: 5019.584473
	Iteration 5F: 3 clusters Score -1945153 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -1946048.500000 Penalty: 5019.584473
	Iteration 6F: 3 clusters Score -1946048 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 18110 members 
Entering Unmasked Estep 
Score: -1947140.000000 Penalty: 5019.584473
	Iteration 7F: 3 clusters Score -1947140 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 19425 members 
Entering Unmasked Estep 
Score: -1948313.750000 Penalty: 5019.584473
	Iteration 8F: 3 clusters Score -1948314 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 20612 members 
Entering Unmasked Estep 
Score: -1949352.875000 Penalty: 5019.584473
	Iteration 9F: 3 clusters Score -1949353 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 21541 members 
Entering Unmasked Estep 
Score: -1950163.000000 Penalty: 5019.584473
	Iteration 10Q: 3 clusters Score -1950163 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 22203 members 
Entering Unmasked Estep 
Score: -1950710.875000 Penalty: 5019.584473
	Iteration 11Q: 3 clusters Score -1950711 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 22655 members 
Entering Unmasked Estep 
Score: -1951063.375000 Penalty: 5019.584473
	Iteration 12Q: 3 clusters Score -1951063 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 22961 members 
Entering Unmasked Estep 
Score: -1951271.750000 Penalty: 5019.584473
	Iteration 13Q: 3 clusters Score -1951272 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 23161 members 
Entering Unmasked Estep 
Score: -1951411.000000 Penalty: 5019.584473
	Iteration 14Q: 3 clusters Score -1951411 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 23324 members 
Entering Unmasked Estep 
Score: -1951518.375000 Penalty: 5019.584473
	Iteration 15Q: 3 clusters Score -1951518 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 23461 members 
Entering Unmasked Estep 
Score: -1951603.500000 Penalty: 5019.584473
	Iteration 16Q: 3 clusters Score -1951604 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 23558 members 
Entering Unmasked Estep 
Score: -1951650.875000 Penalty: 5019.584473
	Iteration 17Q: 3 clusters Score -1951651 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 23630 members 
Entering Unmasked Estep 
Score: -1951702.375000 Penalty: 5019.584473
	Iteration 18Q: 3 clusters Score -1951702 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 23691 members 
Entering Unmasked Estep 
Score: -1951739.625000 Penalty: 5019.584473
	Iteration 19Q: 3 clusters Score -1951740 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 23739 members 
Entering Unmasked Estep 
Score: -1951764.750000 Penalty: 5019.584473
	Iteration 20F: 3 clusters Score -1951765 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 23768 members 
Entering Unmasked Estep 
Score: -1951782.750000 Penalty: 5019.584473
	Iteration 21Q: 3 clusters Score -1951783 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 23794 members 
Entering Unmasked Estep 
Score: -1951785.625000 Penalty: 5019.584473
	Iteration 22Q: 3 clusters Score -1951786 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 23814 members 
Entering Unmasked Estep 
Score: -1951793.625000 Penalty: 5019.584473
	Iteration 23Q: 3 clusters Score -1951794 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 23835 members 
Entering Unmasked Estep 
Score: -1951802.000000 Penalty: 5019.584473
	Iteration 24Q: 3 clusters Score -1951802 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 23849 members 
Entering Unmasked Estep 
Score: -1951807.000000 Penalty: 5019.584473
	Iteration 25Q: 3 clusters Score -1951807 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 23858 members 
Entering Unmasked Estep 
Score: -1951809.875000 Penalty: 5019.584473
	Iteration 26Q: 3 clusters Score -1951810 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 23866 members 
Entering Unmasked Estep 
Score: -1951818.625000 Penalty: 5019.584473
	Iteration 27Q: 3 clusters Score -1951819 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 23879 members 
Entering Unmasked Estep 
Score: -1951823.000000 Penalty: 5019.584473
	Iteration 28Q: 3 clusters Score -1951823 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 23899 members 
Entering Unmasked Estep 
Score: -1951838.375000 Penalty: 5019.584473
	Iteration 29Q: 3 clusters Score -1951838 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 23912 members 
Entering Unmasked Estep 
Score: -1951846.625000 Penalty: 5019.584473
	Iteration 30Q: 3 clusters Score -1951847 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 23925 members 
Entering Unmasked Estep 
Score: -1951856.500000 Penalty: 5019.584473
	Iteration 31Q: 3 clusters Score -1951856 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 23936 members 
Entering Unmasked Estep 
Score: -1951861.375000 Penalty: 5019.584473
	Iteration 32Q: 3 clusters Score -1951861 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 23942 members 
Entering Unmasked Estep 
Score: -1951864.125000 Penalty: 5019.584473
	Iteration 33Q: 3 clusters Score -1951864 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 23950 members 
Entering Unmasked Estep 
Score: -1951868.875000 Penalty: 5019.584473
	Iteration 34Q: 3 clusters Score -1951869 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 23960 members 
Entering Unmasked Estep 
Score: -1951873.375000 Penalty: 5019.584473
	Iteration 35Q: 3 clusters Score -1951873 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 23969 members 
Entering Unmasked Estep 
Score: -1951879.375000 Penalty: 5019.584473
	Iteration 36Q: 3 clusters Score -1951879 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 23982 members 
Entering Unmasked Estep 
Score: -1951884.875000 Penalty: 5019.584473
	Iteration 37Q: 3 clusters Score -1951885 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 23993 members 
Entering Unmasked Estep 
Score: -1951893.875000 Penalty: 5019.584473
	Iteration 38Q: 3 clusters Score -1951894 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 24005 members 
Entering Unmasked Estep 
Score: -1951900.750000 Penalty: 5019.584473
	Iteration 39Q: 3 clusters Score -1951901 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 24011 members 
Entering Unmasked Estep 
Score: -1951904.250000 Penalty: 5019.584473
	Iteration 40F: 3 clusters Score -1951904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 24020 members 
Entering Unmasked Estep 
Score: -1951908.500000 Penalty: 5019.584473
	Iteration 41Q: 3 clusters Score -1951908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 24025 members 
Entering Unmasked Estep 
Score: -1951912.125000 Penalty: 5019.584473
	Iteration 42Q: 3 clusters Score -1951912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 24026 members 
Entering Unmasked Estep 
Score: -1951909.875000 Penalty: 5019.584473
	Iteration 43Q: 3 clusters Score -1951910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 24030 members 
Entering Unmasked Estep 
Score: -1951914.875000 Penalty: 5019.584473
	Iteration 44Q: 3 clusters Score -1951915 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 24036 members 
Entering Unmasked Estep 
Score: -1951914.875000 Penalty: 5019.584473
	Iteration 45Q: 3 clusters Score -1951915 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 24040 members 
Entering Unmasked Estep 
Score: -1951916.750000 Penalty: 5019.584473
	Iteration 46Q: 3 clusters Score -1951917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 24041 members 
Entering Unmasked Estep 
Score: -1951916.125000 Penalty: 5019.584473
	Iteration 47Q: 3 clusters Score -1951916 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 24041 members 
Entering Unmasked Estep 
Score: -1951916.125000 Penalty: 5019.584473
	Iteration 48F: 3 clusters Score -1951916 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Entering Unmasked Estep 
Score: -260594.031250 Penalty: 2012.945435
	Iteration 0F: 2 clusters Score -260594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -257124.218750 Penalty: 4025.890869
	Iteration 0F: 3 clusters Score -257124.2 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -257837.656250 Penalty: 4025.890869
	Iteration 1F: 3 clusters Score -257837.7 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -258008.015625 Penalty: 4025.890869
	Iteration 2F: 3 clusters Score -258008 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -258089.937500 Penalty: 4025.890869
	Iteration 3Q: 3 clusters Score -258089.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -258139.218750 Penalty: 4025.890869
	Iteration 4Q: 3 clusters Score -258139.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -258181.687500 Penalty: 4025.890869
	Iteration 5Q: 3 clusters Score -258181.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -258218.578125 Penalty: 4025.890869
	Iteration 6Q: 3 clusters Score -258218.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -258243.046875 Penalty: 4025.890869
	Iteration 7Q: 3 clusters Score -258243 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -258260.687500 Penalty: 4025.890869
	Iteration 8Q: 3 clusters Score -258260.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -258271.968750 Penalty: 4025.890869
	Iteration 9Q: 3 clusters Score -258272 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -258281.640625 Penalty: 4025.890869
	Iteration 10Q: 3 clusters Score -258281.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -258288.421875 Penalty: 4025.890869
	Iteration 11Q: 3 clusters Score -258288.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -258293.265625 Penalty: 4025.890869
	Iteration 12Q: 3 clusters Score -258293.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -258300.796875 Penalty: 4025.890869
	Iteration 13Q: 3 clusters Score -258300.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -258306.250000 Penalty: 4025.890869
	Iteration 14Q: 3 clusters Score -258306.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -258312.281250 Penalty: 4025.890869
	Iteration 15Q: 3 clusters Score -258312.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -258314.484375 Penalty: 4025.890869
	Iteration 16Q: 3 clusters Score -258314.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -258315.843750 Penalty: 4025.890869
	Iteration 17Q: 3 clusters Score -258315.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -258317.796875 Penalty: 4025.890869
	Iteration 18Q: 3 clusters Score -258317.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -258319.890625 Penalty: 4025.890869
	Iteration 19Q: 3 clusters Score -258319.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -258324.078125 Penalty: 4025.890869
	Iteration 20F: 3 clusters Score -258324.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -258326.968750 Penalty: 4025.890869
	Iteration 21Q: 3 clusters Score -258327 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -258329.390625 Penalty: 4025.890869
	Iteration 22Q: 3 clusters Score -258329.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -258330.531250 Penalty: 4025.890869
	Iteration 23Q: 3 clusters Score -258330.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -258332.890625 Penalty: 4025.890869
	Iteration 24Q: 3 clusters Score -258332.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -258333.890625 Penalty: 4025.890869
	Iteration 25Q: 3 clusters Score -258333.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -258334.437500 Penalty: 4025.890869
	Iteration 26Q: 3 clusters Score -258334.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -258335.781250 Penalty: 4025.890869
	Iteration 27Q: 3 clusters Score -258335.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -258336.375000 Penalty: 4025.890869
	Iteration 28Q: 3 clusters Score -258336.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -258338.250000 Penalty: 4025.890869
	Iteration 29Q: 3 clusters Score -258338.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -258339.781250 Penalty: 4025.890869
	Iteration 30Q: 3 clusters Score -258339.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -258341.312500 Penalty: 4025.890869
	Iteration 31Q: 3 clusters Score -258341.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -258343.421875 Penalty: 4025.890869
	Iteration 32Q: 3 clusters Score -258343.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -258345.640625 Penalty: 4025.890869
	Iteration 33Q: 3 clusters Score -258345.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -258346.515625 Penalty: 4025.890869
	Iteration 34Q: 3 clusters Score -258346.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -258347.000000 Penalty: 4025.890869
	Iteration 35Q: 3 clusters Score -258347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -258348.734375 Penalty: 4025.890869
	Iteration 36Q: 3 clusters Score -258348.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -258348.843750 Penalty: 4025.890869
	Iteration 37Q: 3 clusters Score -258348.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -258348.843750 Penalty: 4025.890869
	Iteration 38F: 3 clusters Score -258348.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (10062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Entering Unmasked Estep 
Score: -815728.312500 Penalty: 2285.697266
	Iteration 0F: 2 clusters Score -815728.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -807972.187500 Penalty: 4571.394531
	Iteration 0F: 3 clusters Score -807972.2 nChanged 4163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -810070.062500 Penalty: 4571.394531
	Iteration 1F: 3 clusters Score -810070.1 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -810343.812500 Penalty: 4571.394531
	Iteration 2F: 3 clusters Score -810343.8 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -810549.062500 Penalty: 4571.394531
	Iteration 3Q: 3 clusters Score -810549.1 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -810720.312500 Penalty: 4571.394531
	Iteration 4Q: 3 clusters Score -810720.3 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -810858.687500 Penalty: 4571.394531
	Iteration 5Q: 3 clusters Score -810858.7 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -811002.875000 Penalty: 4571.394531
	Iteration 6Q: 3 clusters Score -811002.9 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -811133.687500 Penalty: 4571.394531
	Iteration 7Q: 3 clusters Score -811133.7 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -811259.125000 Penalty: 4571.394531
	Iteration 8Q: 3 clusters Score -811259.1 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -811403.000000 Penalty: 4571.394531
	Iteration 9Q: 3 clusters Score -811403 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -811543.812500 Penalty: 4571.394531
	Iteration 10Q: 3 clusters Score -811543.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -811685.125000 Penalty: 4571.394531
	Iteration 11Q: 3 clusters Score -811685.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -811845.687500 Penalty: 4571.394531
	Iteration 12Q: 3 clusters Score -811845.7 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -811976.812500 Penalty: 4571.394531
	Iteration 13Q: 3 clusters Score -811976.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -812091.875000 Penalty: 4571.394531
	Iteration 14Q: 3 clusters Score -812091.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -812197.687500 Penalty: 4571.394531
	Iteration 15Q: 3 clusters Score -812197.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -812296.750000 Penalty: 4571.394531
	Iteration 16Q: 3 clusters Score -812296.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -812365.312500 Penalty: 4571.394531
	Iteration 17Q: 3 clusters Score -812365.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -812424.687500 Penalty: 4571.394531
	Iteration 18Q: 3 clusters Score -812424.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -812476.687500 Penalty: 4571.394531
	Iteration 19Q: 3 clusters Score -812476.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -812513.750000 Penalty: 4571.394531
	Iteration 20F: 3 clusters Score -812513.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -812545.625000 Penalty: 4571.394531
	Iteration 21Q: 3 clusters Score -812545.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -812580.000000 Penalty: 4571.394531
	Iteration 22Q: 3 clusters Score -812580 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -812606.687500 Penalty: 4571.394531
	Iteration 23Q: 3 clusters Score -812606.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -812637.312500 Penalty: 4571.394531
	Iteration 24Q: 3 clusters Score -812637.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -812669.562500 Penalty: 4571.394531
	Iteration 25Q: 3 clusters Score -812669.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -812709.250000 Penalty: 4571.394531
	Iteration 26Q: 3 clusters Score -812709.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -812746.062500 Penalty: 4571.394531
	Iteration 27Q: 3 clusters Score -812746.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -812783.750000 Penalty: 4571.394531
	Iteration 28Q: 3 clusters Score -812783.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -812832.625000 Penalty: 4571.394531
	Iteration 29Q: 3 clusters Score -812832.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -812869.500000 Penalty: 4571.394531
	Iteration 30Q: 3 clusters Score -812869.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -812910.000000 Penalty: 4571.394531
	Iteration 31Q: 3 clusters Score -812910 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -812947.500000 Penalty: 4571.394531
	Iteration 32Q: 3 clusters Score -812947.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -812988.000000 Penalty: 4571.394531
	Iteration 33Q: 3 clusters Score -812988 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -813030.437500 Penalty: 4571.394531
	Iteration 34Q: 3 clusters Score -813030.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -813073.937500 Penalty: 4571.394531
	Iteration 35Q: 3 clusters Score -813073.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -813123.750000 Penalty: 4571.394531
	Iteration 36Q: 3 clusters Score -813123.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -813194.562500 Penalty: 4571.394531
	Iteration 37Q: 3 clusters Score -813194.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -813268.375000 Penalty: 4571.394531
	Iteration 38Q: 3 clusters Score -813268.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -813318.000000 Penalty: 4571.394531
	Iteration 39Q: 3 clusters Score -813318 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -813360.437500 Penalty: 4571.394531
	Iteration 40F: 3 clusters Score -813360.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -813399.562500 Penalty: 4571.394531
	Iteration 41Q: 3 clusters Score -813399.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -813448.437500 Penalty: 4571.394531
	Iteration 42Q: 3 clusters Score -813448.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -813485.625000 Penalty: 4571.394531
	Iteration 43Q: 3 clusters Score -813485.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -813518.437500 Penalty: 4571.394531
	Iteration 44Q: 3 clusters Score -813518.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -813556.312500 Penalty: 4571.394531
	Iteration 45Q: 3 clusters Score -813556.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -813593.562500 Penalty: 4571.394531
	Iteration 46Q: 3 clusters Score -813593.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -813624.937500 Penalty: 4571.394531
	Iteration 47Q: 3 clusters Score -813624.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -813652.500000 Penalty: 4571.394531
	Iteration 48Q: 3 clusters Score -813652.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -813666.937500 Penalty: 4571.394531
	Iteration 49Q: 3 clusters Score -813666.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -813680.687500 Penalty: 4571.394531
	Iteration 50Q: 3 clusters Score -813680.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -813699.187500 Penalty: 4571.394531
	Iteration 51Q: 3 clusters Score -813699.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -813717.625000 Penalty: 4571.394531
	Iteration 52Q: 3 clusters Score -813717.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -813735.687500 Penalty: 4571.394531
	Iteration 53Q: 3 clusters Score -813735.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -813759.062500 Penalty: 4571.394531
	Iteration 54Q: 3 clusters Score -813759.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -813767.375000 Penalty: 4571.394531
	Iteration 55Q: 3 clusters Score -813767.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -813783.812500 Penalty: 4571.394531
	Iteration 56Q: 3 clusters Score -813783.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -813795.437500 Penalty: 4571.394531
	Iteration 57Q: 3 clusters Score -813795.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -813810.562500 Penalty: 4571.394531
	Iteration 58Q: 3 clusters Score -813810.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -813821.000000 Penalty: 4571.394531
	Iteration 59Q: 3 clusters Score -813821 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -813824.812500 Penalty: 4571.394531
	Iteration 60F: 3 clusters Score -813824.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -813830.125000 Penalty: 4571.394531
	Iteration 61Q: 3 clusters Score -813830.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -813832.750000 Penalty: 4571.394531
	Iteration 62Q: 3 clusters Score -813832.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -813837.312500 Penalty: 4571.394531
	Iteration 63Q: 3 clusters Score -813837.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -813839.937500 Penalty: 4571.394531
	Iteration 64Q: 3 clusters Score -813839.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -813841.000000 Penalty: 4571.394531
	Iteration 65Q: 3 clusters Score -813841 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -813843.812500 Penalty: 4571.394531
	Iteration 66Q: 3 clusters Score -813843.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -813847.625000 Penalty: 4571.394531
	Iteration 67Q: 3 clusters Score -813847.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -813849.500000 Penalty: 4571.394531
	Iteration 68Q: 3 clusters Score -813849.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -813850.250000 Penalty: 4571.394531
	Iteration 69Q: 3 clusters Score -813850.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -813854.125000 Penalty: 4571.394531
	Iteration 70Q: 3 clusters Score -813854.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -813856.687500 Penalty: 4571.394531
	Iteration 71Q: 3 clusters Score -813856.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -813859.250000 Penalty: 4571.394531
	Iteration 72Q: 3 clusters Score -813859.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -813863.062500 Penalty: 4571.394531
	Iteration 73Q: 3 clusters Score -813863.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -813865.687500 Penalty: 4571.394531
	Iteration 74Q: 3 clusters Score -813865.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -813866.625000 Penalty: 4571.394531
	Iteration 75Q: 3 clusters Score -813866.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -813868.312500 Penalty: 4571.394531
	Iteration 76Q: 3 clusters Score -813868.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -813871.437500 Penalty: 4571.394531
	Iteration 77Q: 3 clusters Score -813871.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -813872.500000 Penalty: 4571.394531
	Iteration 78Q: 3 clusters Score -813872.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -813874.125000 Penalty: 4571.394531
	Iteration 79Q: 3 clusters Score -813874.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -813876.125000 Penalty: 4571.394531
	Iteration 80F: 3 clusters Score -813876.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -813876.687500 Penalty: 4571.394531
	Iteration 81Q: 3 clusters Score -813876.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -813877.187500 Penalty: 4571.394531
	Iteration 82Q: 3 clusters Score -813877.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -813877.187500 Penalty: 4571.394531
	Iteration 83F: 3 clusters Score -813877.2 nChanged 0
23->34 Clusters: Score -111982352.000000, best is -111996776.000000

Starting from 24 clusters...
--- Clustering full data set of 1463094 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64526 members 
Mstep: Class 2 contains 63924 members 
Mstep: Class 3 contains 63682 members 
Mstep: Class 4 contains 63746 members 
Mstep: Class 5 contains 63997 members 
Mstep: Class 6 contains 63085 members 
Mstep: Class 7 contains 63617 members 
Mstep: Class 8 contains 63383 members 
Mstep: Class 9 contains 63537 members 
Mstep: Class 10 contains 63227 members 
Mstep: Class 11 contains 63397 members 
Mstep: Class 12 contains 63359 members 
Mstep: Class 13 contains 63529 members 
Mstep: Class 14 contains 63979 members 
Mstep: Class 15 contains 63436 members 
Mstep: Class 16 contains 63145 members 
Mstep: Class 17 contains 63642 members 
Mstep: Class 18 contains 63767 members 
Mstep: Class 19 contains 63793 members 
Mstep: Class 20 contains 63565 members 
Mstep: Class 21 contains 63578 members 
Mstep: Class 22 contains 63639 members 
Mstep: Class 23 contains 63541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 1384.529297 but Gain 3520.625000
Score: -104140392.000000 Penalty: 77453.726562
Iteration 0F: 23 clusters Score -1.041404e+08 nChanged 1392110
Entering Unmasked Mstep 
Mstep: Class 0 contains 356 members 
Mstep: Class 1 contains 91801 members 
Mstep: Class 2 contains 60757 members 
Mstep: Class 3 contains 54629 members 
Mstep: Class 4 contains 51233 members 
Mstep: Class 5 contains 70671 members 
Mstep: Class 6 contains 59156 members 
Mstep: Class 7 contains 67560 members 
Mstep: Class 8 contains 57074 members 
Mstep: Class 9 contains 41111 members 
Mstep: Class 10 contains 44730 members 
Mstep: Class 11 contains 40749 members 
Mstep: Class 12 contains 53979 members 
Mstep: Class 13 contains 43802 members 
Mstep: Class 14 contains 53293 members 
Mstep: Class 16 contains 35797 members 
Mstep: Class 17 contains 136390 members 
Mstep: Class 18 contains 38873 members 
Mstep: Class 19 contains 96600 members 
Mstep: Class 20 contains 48486 members 
Mstep: Class 21 contains 41745 members 
Mstep: Class 22 contains 51088 members 
Mstep: Class 23 contains 223214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -108931960.000000 Penalty: 77453.726562
Iteration 1F: 23 clusters Score -1.08932e+08 nChanged 589992
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 120991 members 
Mstep: Class 2 contains 46901 members 
Mstep: Class 3 contains 29370 members 
Mstep: Class 4 contains 43297 members 
Mstep: Class 5 contains 58520 members 
Mstep: Class 6 contains 64856 members 
Mstep: Class 7 contains 48735 members 
Mstep: Class 8 contains 55179 members 
Mstep: Class 9 contains 42037 members 
Mstep: Class 10 contains 40386 members 
Mstep: Class 11 contains 33151 members 
Mstep: Class 12 contains 42343 members 
Mstep: Class 13 contains 22659 members 
Mstep: Class 14 contains 42487 members 
Mstep: Class 16 contains 18273 members 
Mstep: Class 17 contains 227453 members 
Mstep: Class 18 contains 16559 members 
Mstep: Class 19 contains 108851 members 
Mstep: Class 20 contains 43135 members 
Mstep: Class 21 contains 32185 members 
Mstep: Class 22 contains 28339 members 
Mstep: Class 23 contains 297269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110141344.000000 Penalty: 77453.726562
Iteration 2F: 23 clusters Score -1.101413e+08 nChanged 413879
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 130858 members 
Mstep: Class 2 contains 28498 members 
Mstep: Class 3 contains 14583 members 
Mstep: Class 4 contains 32429 members 
Mstep: Class 5 contains 42879 members 
Mstep: Class 6 contains 70540 members 
Mstep: Class 7 contains 42992 members 
Mstep: Class 8 contains 47734 members 
Mstep: Class 9 contains 49147 members 
Mstep: Class 10 contains 26240 members 
Mstep: Class 11 contains 23563 members 
Mstep: Class 12 contains 39288 members 
Mstep: Class 13 contains 13114 members 
Mstep: Class 14 contains 38852 members 
Mstep: Class 16 contains 14234 members 
Mstep: Class 17 contains 272310 members 
Mstep: Class 18 contains 12108 members 
Mstep: Class 19 contains 100675 members 
Mstep: Class 20 contains 39263 members 
Mstep: Class 21 contains 30131 members 
Mstep: Class 22 contains 18568 members 
Mstep: Class 23 contains 375038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110775616.000000 Penalty: 77453.726562
Iteration 3F: 23 clusters Score -1.107756e+08 nChanged 294176
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 138073 members 
Mstep: Class 2 contains 13308 members 
Mstep: Class 3 contains 8745 members 
Mstep: Class 4 contains 23542 members 
Mstep: Class 5 contains 29991 members 
Mstep: Class 6 contains 68254 members 
Mstep: Class 7 contains 38044 members 
Mstep: Class 8 contains 38248 members 
Mstep: Class 9 contains 52718 members 
Mstep: Class 10 contains 19093 members 
Mstep: Class 11 contains 14135 members 
Mstep: Class 12 contains 39237 members 
Mstep: Class 13 contains 9471 members 
Mstep: Class 14 contains 39624 members 
Mstep: Class 16 contains 12791 members 
Mstep: Class 17 contains 274404 members 
Mstep: Class 18 contains 11637 members 
Mstep: Class 19 contains 96080 members 
Mstep: Class 20 contains 32999 members 
Mstep: Class 21 contains 28823 members 
Mstep: Class 22 contains 17964 members 
Mstep: Class 23 contains 455878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111139808.000000 Penalty: 77453.726562
Iteration 4F: 23 clusters Score -1.111398e+08 nChanged 209280
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 141410 members 
Mstep: Class 2 contains 7174 members 
Mstep: Class 3 contains 6985 members 
Mstep: Class 4 contains 17824 members 
Mstep: Class 5 contains 22516 members 
Mstep: Class 6 contains 57361 members 
Mstep: Class 7 contains 33150 members 
Mstep: Class 8 contains 29555 members 
Mstep: Class 9 contains 53747 members 
Mstep: Class 10 contains 21876 members 
Mstep: Class 11 contains 7621 members 
Mstep: Class 12 contains 39287 members 
Mstep: Class 13 contains 7998 members 
Mstep: Class 14 contains 41171 members 
Mstep: Class 16 contains 11816 members 
Mstep: Class 17 contains 256913 members 
Mstep: Class 18 contains 10906 members 
Mstep: Class 19 contains 101055 members 
Mstep: Class 20 contains 26211 members 
Mstep: Class 21 contains 27203 members 
Mstep: Class 22 contains 20497 members 
Mstep: Class 23 contains 520789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111343808.000000 Penalty: 77453.726562
Iteration 5F: 23 clusters Score -1.113438e+08 nChanged 152068
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 141943 members 
Mstep: Class 2 contains 5502 members 
Mstep: Class 3 contains 6939 members 
Mstep: Class 4 contains 15472 members 
Mstep: Class 5 contains 19360 members 
Mstep: Class 6 contains 43462 members 
Mstep: Class 7 contains 29463 members 
Mstep: Class 8 contains 21145 members 
Mstep: Class 9 contains 55739 members 
Mstep: Class 10 contains 30116 members 
Mstep: Class 11 contains 4284 members 
Mstep: Class 12 contains 37157 members 
Mstep: Class 13 contains 7467 members 
Mstep: Class 14 contains 42672 members 
Mstep: Class 16 contains 11028 members 
Mstep: Class 17 contains 234938 members 
Mstep: Class 18 contains 9975 members 
Mstep: Class 19 contains 107524 members 
Mstep: Class 20 contains 21066 members 
Mstep: Class 21 contains 25063 members 
Mstep: Class 22 contains 23293 members 
Mstep: Class 23 contains 569461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111472696.000000 Penalty: 77453.726562
Iteration 6F: 23 clusters Score -1.114727e+08 nChanged 116982
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 140188 members 
Mstep: Class 2 contains 4939 members 
Mstep: Class 3 contains 7086 members 
Mstep: Class 4 contains 14327 members 
Mstep: Class 5 contains 18945 members 
Mstep: Class 6 contains 30791 members 
Mstep: Class 7 contains 26828 members 
Mstep: Class 8 contains 14159 members 
Mstep: Class 9 contains 58801 members 
Mstep: Class 10 contains 39066 members 
Mstep: Class 11 contains 3061 members 
Mstep: Class 12 contains 33647 members 
Mstep: Class 13 contains 7248 members 
Mstep: Class 14 contains 43963 members 
Mstep: Class 16 contains 10695 members 
Mstep: Class 17 contains 213467 members 
Mstep: Class 18 contains 9177 members 
Mstep: Class 19 contains 112435 members 
Mstep: Class 20 contains 17858 members 
Mstep: Class 21 contains 22489 members 
Mstep: Class 22 contains 25552 members 
Mstep: Class 23 contains 608347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111577064.000000 Penalty: 77453.726562
Iteration 7F: 23 clusters Score -1.115771e+08 nChanged 91622
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 135882 members 
Mstep: Class 2 contains 4722 members 
Mstep: Class 3 contains 7118 members 
Mstep: Class 4 contains 13612 members 
Mstep: Class 5 contains 19528 members 
Mstep: Class 6 contains 21451 members 
Mstep: Class 7 contains 24939 members 
Mstep: Class 8 contains 9784 members 
Mstep: Class 9 contains 62249 members 
Mstep: Class 10 contains 47201 members 
Mstep: Class 11 contains 2602 members 
Mstep: Class 12 contains 29423 members 
Mstep: Class 13 contains 7236 members 
Mstep: Class 14 contains 45193 members 
Mstep: Class 16 contains 10778 members 
Mstep: Class 17 contains 198040 members 
Mstep: Class 18 contains 8470 members 
Mstep: Class 19 contains 115832 members 
Mstep: Class 20 contains 16429 members 
Mstep: Class 21 contains 19875 members 
Mstep: Class 22 contains 26784 members 
Mstep: Class 23 contains 635921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111655400.000000 Penalty: 77453.726562
Iteration 8F: 23 clusters Score -1.116554e+08 nChanged 72056
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 130291 members 
Mstep: Class 2 contains 4527 members 
Mstep: Class 3 contains 7171 members 
Mstep: Class 4 contains 13446 members 
Mstep: Class 5 contains 19860 members 
Mstep: Class 6 contains 15294 members 
Mstep: Class 7 contains 23582 members 
Mstep: Class 8 contains 7484 members 
Mstep: Class 9 contains 65342 members 
Mstep: Class 10 contains 54233 members 
Mstep: Class 11 contains 2392 members 
Mstep: Class 12 contains 24881 members 
Mstep: Class 13 contains 7258 members 
Mstep: Class 14 contains 46389 members 
Mstep: Class 16 contains 10973 members 
Mstep: Class 17 contains 187858 members 
Mstep: Class 18 contains 7908 members 
Mstep: Class 19 contains 118894 members 
Mstep: Class 20 contains 16230 members 
Mstep: Class 21 contains 17508 members 
Mstep: Class 22 contains 27196 members 
Mstep: Class 23 contains 654353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111706208.000000 Penalty: 77453.726562
Iteration 9Q: 23 clusters Score -1.117062e+08 nChanged 57899
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 124547 members 
Mstep: Class 2 contains 4367 members 
Mstep: Class 3 contains 7147 members 
Mstep: Class 4 contains 13636 members 
Mstep: Class 5 contains 19695 members 
Mstep: Class 6 contains 11506 members 
Mstep: Class 7 contains 22666 members 
Mstep: Class 8 contains 6464 members 
Mstep: Class 9 contains 68049 members 
Mstep: Class 10 contains 60099 members 
Mstep: Class 11 contains 2381 members 
Mstep: Class 12 contains 20543 members 
Mstep: Class 13 contains 7399 members 
Mstep: Class 14 contains 47438 members 
Mstep: Class 16 contains 11152 members 
Mstep: Class 17 contains 179402 members 
Mstep: Class 18 contains 7639 members 
Mstep: Class 19 contains 121948 members 
Mstep: Class 20 contains 16626 members 
Mstep: Class 21 contains 15377 members 
Mstep: Class 22 contains 26997 members 
Mstep: Class 23 contains 667991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111743528.000000 Penalty: 77453.726562
Iteration 10Q: 23 clusters Score -1.117435e+08 nChanged 47123
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 119321 members 
Mstep: Class 2 contains 4242 members 
Mstep: Class 3 contains 7090 members 
Mstep: Class 4 contains 13944 members 
Mstep: Class 5 contains 19249 members 
Mstep: Class 6 contains 9127 members 
Mstep: Class 7 contains 21906 members 
Mstep: Class 8 contains 6005 members 
Mstep: Class 9 contains 70241 members 
Mstep: Class 10 contains 64651 members 
Mstep: Class 11 contains 2453 members 
Mstep: Class 12 contains 16986 members 
Mstep: Class 13 contains 7611 members 
Mstep: Class 14 contains 48428 members 
Mstep: Class 16 contains 11306 members 
Mstep: Class 17 contains 172274 members 
Mstep: Class 18 contains 7625 members 
Mstep: Class 19 contains 124589 members 
Mstep: Class 20 contains 17369 members 
Mstep: Class 21 contains 13585 members 
Mstep: Class 22 contains 26454 members 
Mstep: Class 23 contains 678613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111770912.000000 Penalty: 77453.726562
Iteration 11Q: 23 clusters Score -1.117709e+08 nChanged 38702
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 114737 members 
Mstep: Class 2 contains 4133 members 
Mstep: Class 3 contains 6949 members 
Mstep: Class 4 contains 14167 members 
Mstep: Class 5 contains 18706 members 
Mstep: Class 6 contains 7608 members 
Mstep: Class 7 contains 21345 members 
Mstep: Class 8 contains 5739 members 
Mstep: Class 9 contains 71810 members 
Mstep: Class 10 contains 68087 members 
Mstep: Class 11 contains 2558 members 
Mstep: Class 12 contains 14419 members 
Mstep: Class 13 contains 7870 members 
Mstep: Class 14 contains 49328 members 
Mstep: Class 16 contains 11508 members 
Mstep: Class 17 contains 166472 members 
Mstep: Class 18 contains 7677 members 
Mstep: Class 19 contains 126870 members 
Mstep: Class 20 contains 18544 members 
Mstep: Class 21 contains 12109 members 
Mstep: Class 22 contains 25429 members 
Mstep: Class 23 contains 687004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111791672.000000 Penalty: 77453.726562
Iteration 12Q: 23 clusters Score -1.117917e+08 nChanged 31939
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 110616 members 
Mstep: Class 2 contains 4037 members 
Mstep: Class 3 contains 6698 members 
Mstep: Class 4 contains 14292 members 
Mstep: Class 5 contains 18207 members 
Mstep: Class 6 contains 6649 members 
Mstep: Class 7 contains 20957 members 
Mstep: Class 8 contains 5762 members 
Mstep: Class 9 contains 72707 members 
Mstep: Class 10 contains 70564 members 
Mstep: Class 11 contains 2704 members 
Mstep: Class 12 contains 12733 members 
Mstep: Class 13 contains 8121 members 
Mstep: Class 14 contains 50193 members 
Mstep: Class 16 contains 11789 members 
Mstep: Class 17 contains 162068 members 
Mstep: Class 18 contains 7763 members 
Mstep: Class 19 contains 128713 members 
Mstep: Class 20 contains 20057 members 
Mstep: Class 21 contains 10850 members 
Mstep: Class 22 contains 24002 members 
Mstep: Class 23 contains 693588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111807640.000000 Penalty: 77453.726562
Iteration 13Q: 23 clusters Score -1.118076e+08 nChanged 25653
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 107152 members 
Mstep: Class 2 contains 3951 members 
Mstep: Class 3 contains 6392 members 
Mstep: Class 4 contains 14352 members 
Mstep: Class 5 contains 17742 members 
Mstep: Class 6 contains 6034 members 
Mstep: Class 7 contains 20698 members 
Mstep: Class 8 contains 6021 members 
Mstep: Class 9 contains 73142 members 
Mstep: Class 10 contains 72246 members 
Mstep: Class 11 contains 2837 members 
Mstep: Class 12 contains 11638 members 
Mstep: Class 13 contains 8370 members 
Mstep: Class 14 contains 50977 members 
Mstep: Class 16 contains 12121 members 
Mstep: Class 17 contains 159223 members 
Mstep: Class 18 contains 7815 members 
Mstep: Class 19 contains 130141 members 
Mstep: Class 20 contains 21379 members 
Mstep: Class 21 contains 9801 members 
Mstep: Class 22 contains 22639 members 
Mstep: Class 23 contains 698400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111818576.000000 Penalty: 77453.726562
Iteration 14Q: 23 clusters Score -1.118186e+08 nChanged 20711
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 104235 members 
Mstep: Class 2 contains 3887 members 
Mstep: Class 3 contains 6081 members 
Mstep: Class 4 contains 14363 members 
Mstep: Class 5 contains 17363 members 
Mstep: Class 6 contains 5621 members 
Mstep: Class 7 contains 20620 members 
Mstep: Class 8 contains 6400 members 
Mstep: Class 9 contains 73354 members 
Mstep: Class 10 contains 73397 members 
Mstep: Class 11 contains 2984 members 
Mstep: Class 12 contains 10776 members 
Mstep: Class 13 contains 8616 members 
Mstep: Class 14 contains 51706 members 
Mstep: Class 16 contains 12481 members 
Mstep: Class 17 contains 157584 members 
Mstep: Class 18 contains 7853 members 
Mstep: Class 19 contains 130985 members 
Mstep: Class 20 contains 22329 members 
Mstep: Class 21 contains 8887 members 
Mstep: Class 22 contains 21569 members 
Mstep: Class 23 contains 701980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111826048.000000 Penalty: 77453.726562
Iteration 15Q: 23 clusters Score -1.11826e+08 nChanged 16900
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 101662 members 
Mstep: Class 2 contains 3849 members 
Mstep: Class 3 contains 5758 members 
Mstep: Class 4 contains 14379 members 
Mstep: Class 5 contains 17125 members 
Mstep: Class 6 contains 5372 members 
Mstep: Class 7 contains 20706 members 
Mstep: Class 8 contains 6810 members 
Mstep: Class 9 contains 73402 members 
Mstep: Class 10 contains 74188 members 
Mstep: Class 11 contains 3103 members 
Mstep: Class 12 contains 10049 members 
Mstep: Class 13 contains 8874 members 
Mstep: Class 14 contains 52412 members 
Mstep: Class 16 contains 12789 members 
Mstep: Class 17 contains 156721 members 
Mstep: Class 18 contains 7950 members 
Mstep: Class 19 contains 131430 members 
Mstep: Class 20 contains 23010 members 
Mstep: Class 21 contains 8132 members 
Mstep: Class 22 contains 20717 members 
Mstep: Class 23 contains 704633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111832928.000000 Penalty: 77453.726562
Iteration 16Q: 23 clusters Score -1.118329e+08 nChanged 13916
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 99565 members 
Mstep: Class 2 contains 3834 members 
Mstep: Class 3 contains 5564 members 
Mstep: Class 4 contains 14371 members 
Mstep: Class 5 contains 16995 members 
Mstep: Class 6 contains 5280 members 
Mstep: Class 7 contains 20769 members 
Mstep: Class 8 contains 7159 members 
Mstep: Class 9 contains 73311 members 
Mstep: Class 10 contains 74732 members 
Mstep: Class 11 contains 3210 members 
Mstep: Class 12 contains 9551 members 
Mstep: Class 13 contains 9109 members 
Mstep: Class 14 contains 53053 members 
Mstep: Class 16 contains 12969 members 
Mstep: Class 17 contains 156222 members 
Mstep: Class 18 contains 8075 members 
Mstep: Class 19 contains 131712 members 
Mstep: Class 20 contains 23464 members 
Mstep: Class 21 contains 7508 members 
Mstep: Class 22 contains 20108 members 
Mstep: Class 23 contains 706510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111837640.000000 Penalty: 77453.726562
Iteration 17Q: 23 clusters Score -1.118376e+08 nChanged 11724
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 97781 members 
Mstep: Class 2 contains 3827 members 
Mstep: Class 3 contains 5477 members 
Mstep: Class 4 contains 14338 members 
Mstep: Class 5 contains 16977 members 
Mstep: Class 6 contains 5335 members 
Mstep: Class 7 contains 20790 members 
Mstep: Class 8 contains 7437 members 
Mstep: Class 9 contains 73153 members 
Mstep: Class 10 contains 75094 members 
Mstep: Class 11 contains 3301 members 
Mstep: Class 12 contains 9265 members 
Mstep: Class 13 contains 9385 members 
Mstep: Class 14 contains 53520 members 
Mstep: Class 16 contains 13043 members 
Mstep: Class 17 contains 155962 members 
Mstep: Class 18 contains 8216 members 
Mstep: Class 19 contains 131897 members 
Mstep: Class 20 contains 23809 members 
Mstep: Class 21 contains 7022 members 
Mstep: Class 22 contains 19628 members 
Mstep: Class 23 contains 707814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111840976.000000 Penalty: 77453.726562
Iteration 18Q: 23 clusters Score -1.11841e+08 nChanged 9818
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 96099 members 
Mstep: Class 2 contains 3826 members 
Mstep: Class 3 contains 5436 members 
Mstep: Class 4 contains 14271 members 
Mstep: Class 5 contains 17058 members 
Mstep: Class 6 contains 5489 members 
Mstep: Class 7 contains 20763 members 
Mstep: Class 8 contains 7636 members 
Mstep: Class 9 contains 73011 members 
Mstep: Class 10 contains 75314 members 
Mstep: Class 11 contains 3372 members 
Mstep: Class 12 contains 9136 members 
Mstep: Class 13 contains 9633 members 
Mstep: Class 14 contains 53916 members 
Mstep: Class 16 contains 13069 members 
Mstep: Class 17 contains 155864 members 
Mstep: Class 18 contains 8353 members 
Mstep: Class 19 contains 131918 members 
Mstep: Class 20 contains 24039 members 
Mstep: Class 21 contains 6585 members 
Mstep: Class 22 contains 19218 members 
Mstep: Class 23 contains 709065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111843776.000000 Penalty: 77453.726562
Iteration 19Q: 23 clusters Score -1.118438e+08 nChanged 8241
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 94608 members 
Mstep: Class 2 contains 3822 members 
Mstep: Class 3 contains 5431 members 
Mstep: Class 4 contains 14203 members 
Mstep: Class 5 contains 17142 members 
Mstep: Class 6 contains 5776 members 
Mstep: Class 7 contains 20720 members 
Mstep: Class 8 contains 7752 members 
Mstep: Class 9 contains 72825 members 
Mstep: Class 10 contains 75450 members 
Mstep: Class 11 contains 3401 members 
Mstep: Class 12 contains 9094 members 
Mstep: Class 13 contains 9853 members 
Mstep: Class 14 contains 54214 members 
Mstep: Class 16 contains 13040 members 
Mstep: Class 17 contains 155811 members 
Mstep: Class 18 contains 8492 members 
Mstep: Class 19 contains 131843 members 
Mstep: Class 20 contains 24211 members 
Mstep: Class 21 contains 6250 members 
Mstep: Class 22 contains 18874 members 
Mstep: Class 23 contains 710259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111847560.000000 Penalty: 77453.726562
Iteration 20F: 23 clusters Score -1.118476e+08 nChanged 7968
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 93324 members 
Mstep: Class 2 contains 3814 members 
Mstep: Class 3 contains 5701 members 
Mstep: Class 4 contains 13905 members 
Mstep: Class 5 contains 17271 members 
Mstep: Class 6 contains 6184 members 
Mstep: Class 7 contains 20627 members 
Mstep: Class 8 contains 7874 members 
Mstep: Class 9 contains 72587 members 
Mstep: Class 10 contains 75522 members 
Mstep: Class 11 contains 3728 members 
Mstep: Class 12 contains 9079 members 
Mstep: Class 13 contains 10099 members 
Mstep: Class 14 contains 54380 members 
Mstep: Class 16 contains 13004 members 
Mstep: Class 17 contains 155761 members 
Mstep: Class 18 contains 8456 members 
Mstep: Class 19 contains 131770 members 
Mstep: Class 20 contains 24695 members 
Mstep: Class 21 contains 5953 members 
Mstep: Class 22 contains 18363 members 
Mstep: Class 23 contains 710976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111850088.000000 Penalty: 77453.726562
Iteration 21Q: 23 clusters Score -1.118501e+08 nChanged 7556
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 92170 members 
Mstep: Class 2 contains 3807 members 
Mstep: Class 3 contains 5837 members 
Mstep: Class 4 contains 13641 members 
Mstep: Class 5 contains 17356 members 
Mstep: Class 6 contains 6742 members 
Mstep: Class 7 contains 20529 members 
Mstep: Class 8 contains 7965 members 
Mstep: Class 9 contains 72309 members 
Mstep: Class 10 contains 75583 members 
Mstep: Class 11 contains 3982 members 
Mstep: Class 12 contains 9072 members 
Mstep: Class 13 contains 10337 members 
Mstep: Class 14 contains 54550 members 
Mstep: Class 16 contains 12944 members 
Mstep: Class 17 contains 155796 members 
Mstep: Class 18 contains 8509 members 
Mstep: Class 19 contains 131759 members 
Mstep: Class 20 contains 25012 members 
Mstep: Class 21 contains 5709 members 
Mstep: Class 22 contains 17908 members 
Mstep: Class 23 contains 711556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111852000.000000 Penalty: 77453.726562
Iteration 22Q: 23 clusters Score -1.11852e+08 nChanged 6881
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 91073 members 
Mstep: Class 2 contains 3805 members 
Mstep: Class 3 contains 5923 members 
Mstep: Class 4 contains 13413 members 
Mstep: Class 5 contains 17430 members 
Mstep: Class 6 contains 7378 members 
Mstep: Class 7 contains 20452 members 
Mstep: Class 8 contains 8023 members 
Mstep: Class 9 contains 72056 members 
Mstep: Class 10 contains 75636 members 
Mstep: Class 11 contains 4153 members 
Mstep: Class 12 contains 9066 members 
Mstep: Class 13 contains 10560 members 
Mstep: Class 14 contains 54735 members 
Mstep: Class 16 contains 12847 members 
Mstep: Class 17 contains 155833 members 
Mstep: Class 18 contains 8630 members 
Mstep: Class 19 contains 131743 members 
Mstep: Class 20 contains 25261 members 
Mstep: Class 21 contains 5512 members 
Mstep: Class 22 contains 17529 members 
Mstep: Class 23 contains 712015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111853224.000000 Penalty: 77453.726562
Iteration 23Q: 23 clusters Score -1.118532e+08 nChanged 6141
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 90084 members 
Mstep: Class 2 contains 3803 members 
Mstep: Class 3 contains 5980 members 
Mstep: Class 4 contains 13221 members 
Mstep: Class 5 contains 17511 members 
Mstep: Class 6 contains 8039 members 
Mstep: Class 7 contains 20380 members 
Mstep: Class 8 contains 8066 members 
Mstep: Class 9 contains 71816 members 
Mstep: Class 10 contains 75649 members 
Mstep: Class 11 contains 4273 members 
Mstep: Class 12 contains 9064 members 
Mstep: Class 13 contains 10788 members 
Mstep: Class 14 contains 54914 members 
Mstep: Class 16 contains 12702 members 
Mstep: Class 17 contains 155902 members 
Mstep: Class 18 contains 8827 members 
Mstep: Class 19 contains 131760 members 
Mstep: Class 20 contains 25457 members 
Mstep: Class 21 contains 5344 members 
Mstep: Class 22 contains 17149 members 
Mstep: Class 23 contains 712344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111854640.000000 Penalty: 77453.726562
Iteration 24Q: 23 clusters Score -1.118546e+08 nChanged 5737
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 89210 members 
Mstep: Class 2 contains 3801 members 
Mstep: Class 3 contains 6041 members 
Mstep: Class 4 contains 13033 members 
Mstep: Class 5 contains 17569 members 
Mstep: Class 6 contains 8706 members 
Mstep: Class 7 contains 20367 members 
Mstep: Class 8 contains 8081 members 
Mstep: Class 9 contains 71554 members 
Mstep: Class 10 contains 75635 members 
Mstep: Class 11 contains 4367 members 
Mstep: Class 12 contains 9062 members 
Mstep: Class 13 contains 11023 members 
Mstep: Class 14 contains 55093 members 
Mstep: Class 16 contains 12529 members 
Mstep: Class 17 contains 156026 members 
Mstep: Class 18 contains 9037 members 
Mstep: Class 19 contains 131768 members 
Mstep: Class 20 contains 25644 members 
Mstep: Class 21 contains 5208 members 
Mstep: Class 22 contains 16734 members 
Mstep: Class 23 contains 712585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111856320.000000 Penalty: 77453.726562
Iteration 25Q: 23 clusters Score -1.118563e+08 nChanged 5650
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 88349 members 
Mstep: Class 2 contains 3801 members 
Mstep: Class 3 contains 6098 members 
Mstep: Class 4 contains 12860 members 
Mstep: Class 5 contains 17605 members 
Mstep: Class 6 contains 9344 members 
Mstep: Class 7 contains 20429 members 
Mstep: Class 8 contains 8078 members 
Mstep: Class 9 contains 71315 members 
Mstep: Class 10 contains 75631 members 
Mstep: Class 11 contains 4446 members 
Mstep: Class 12 contains 9062 members 
Mstep: Class 13 contains 11264 members 
Mstep: Class 14 contains 55208 members 
Mstep: Class 16 contains 12308 members 
Mstep: Class 17 contains 156186 members 
Mstep: Class 18 contains 9307 members 
Mstep: Class 19 contains 131829 members 
Mstep: Class 20 contains 25801 members 
Mstep: Class 21 contains 5074 members 
Mstep: Class 22 contains 16270 members 
Mstep: Class 23 contains 712807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111858992.000000 Penalty: 77453.726562
Iteration 26Q: 23 clusters Score -1.11859e+08 nChanged 5654
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 87524 members 
Mstep: Class 2 contains 3800 members 
Mstep: Class 3 contains 6141 members 
Mstep: Class 4 contains 12712 members 
Mstep: Class 5 contains 17637 members 
Mstep: Class 6 contains 9972 members 
Mstep: Class 7 contains 20397 members 
Mstep: Class 8 contains 8037 members 
Mstep: Class 9 contains 71043 members 
Mstep: Class 10 contains 75616 members 
Mstep: Class 11 contains 4500 members 
Mstep: Class 12 contains 9063 members 
Mstep: Class 13 contains 11501 members 
Mstep: Class 14 contains 55305 members 
Mstep: Class 16 contains 12070 members 
Mstep: Class 17 contains 156335 members 
Mstep: Class 18 contains 9625 members 
Mstep: Class 19 contains 131929 members 
Mstep: Class 20 contains 25948 members 
Mstep: Class 21 contains 4949 members 
Mstep: Class 22 contains 15895 members 
Mstep: Class 23 contains 713073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111861280.000000 Penalty: 77453.726562
Iteration 27Q: 23 clusters Score -1.118613e+08 nChanged 5275
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 86763 members 
Mstep: Class 2 contains 3798 members 
Mstep: Class 3 contains 6181 members 
Mstep: Class 4 contains 12564 members 
Mstep: Class 5 contains 17662 members 
Mstep: Class 6 contains 10593 members 
Mstep: Class 7 contains 20324 members 
Mstep: Class 8 contains 8008 members 
Mstep: Class 9 contains 70757 members 
Mstep: Class 10 contains 75610 members 
Mstep: Class 11 contains 4532 members 
Mstep: Class 12 contains 9063 members 
Mstep: Class 13 contains 11714 members 
Mstep: Class 14 contains 55428 members 
Mstep: Class 16 contains 11831 members 
Mstep: Class 17 contains 156479 members 
Mstep: Class 18 contains 9947 members 
Mstep: Class 19 contains 131975 members 
Mstep: Class 20 contains 26080 members 
Mstep: Class 21 contains 4842 members 
Mstep: Class 22 contains 15601 members 
Mstep: Class 23 contains 713320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111862720.000000 Penalty: 77453.726562
Iteration 28Q: 23 clusters Score -1.118627e+08 nChanged 4703
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 86083 members 
Mstep: Class 2 contains 3797 members 
Mstep: Class 3 contains 6220 members 
Mstep: Class 4 contains 12418 members 
Mstep: Class 5 contains 17670 members 
Mstep: Class 6 contains 11192 members 
Mstep: Class 7 contains 20257 members 
Mstep: Class 8 contains 7967 members 
Mstep: Class 9 contains 70481 members 
Mstep: Class 10 contains 75607 members 
Mstep: Class 11 contains 4548 members 
Mstep: Class 12 contains 9063 members 
Mstep: Class 13 contains 11900 members 
Mstep: Class 14 contains 55542 members 
Mstep: Class 16 contains 11638 members 
Mstep: Class 17 contains 156569 members 
Mstep: Class 18 contains 10267 members 
Mstep: Class 19 contains 132006 members 
Mstep: Class 20 contains 26198 members 
Mstep: Class 21 contains 4762 members 
Mstep: Class 22 contains 15473 members 
Mstep: Class 23 contains 713414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111863592.000000 Penalty: 77453.726562
Iteration 29Q: 23 clusters Score -1.118636e+08 nChanged 4380
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85359 members 
Mstep: Class 2 contains 3796 members 
Mstep: Class 3 contains 6264 members 
Mstep: Class 4 contains 12249 members 
Mstep: Class 5 contains 17686 members 
Mstep: Class 6 contains 11804 members 
Mstep: Class 7 contains 20158 members 
Mstep: Class 8 contains 7927 members 
Mstep: Class 9 contains 70256 members 
Mstep: Class 10 contains 75594 members 
Mstep: Class 11 contains 4558 members 
Mstep: Class 12 contains 9063 members 
Mstep: Class 13 contains 12142 members 
Mstep: Class 14 contains 55646 members 
Mstep: Class 16 contains 11501 members 
Mstep: Class 17 contains 156638 members 
Mstep: Class 18 contains 10586 members 
Mstep: Class 19 contains 132001 members 
Mstep: Class 20 contains 26285 members 
Mstep: Class 21 contains 4689 members 
Mstep: Class 22 contains 15443 members 
Mstep: Class 23 contains 713427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111864536.000000 Penalty: 77453.726562
Iteration 30Q: 23 clusters Score -1.118645e+08 nChanged 4064
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 84618 members 
Mstep: Class 2 contains 3794 members 
Mstep: Class 3 contains 6310 members 
Mstep: Class 4 contains 12074 members 
Mstep: Class 5 contains 17701 members 
Mstep: Class 6 contains 12383 members 
Mstep: Class 7 contains 20059 members 
Mstep: Class 8 contains 7891 members 
Mstep: Class 9 contains 70069 members 
Mstep: Class 10 contains 75584 members 
Mstep: Class 11 contains 4577 members 
Mstep: Class 12 contains 9064 members 
Mstep: Class 13 contains 12379 members 
Mstep: Class 14 contains 55738 members 
Mstep: Class 16 contains 11424 members 
Mstep: Class 17 contains 156687 members 
Mstep: Class 18 contains 10877 members 
Mstep: Class 19 contains 131967 members 
Mstep: Class 20 contains 26354 members 
Mstep: Class 21 contains 4622 members 
Mstep: Class 22 contains 15465 members 
Mstep: Class 23 contains 713435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111865312.000000 Penalty: 77453.726562
Iteration 31Q: 23 clusters Score -1.118653e+08 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 83939 members 
Mstep: Class 2 contains 3794 members 
Mstep: Class 3 contains 6370 members 
Mstep: Class 4 contains 11876 members 
Mstep: Class 5 contains 17711 members 
Mstep: Class 6 contains 12884 members 
Mstep: Class 7 contains 19936 members 
Mstep: Class 8 contains 7849 members 
Mstep: Class 9 contains 69913 members 
Mstep: Class 10 contains 75584 members 
Mstep: Class 11 contains 4590 members 
Mstep: Class 12 contains 9065 members 
Mstep: Class 13 contains 12607 members 
Mstep: Class 14 contains 55878 members 
Mstep: Class 16 contains 11376 members 
Mstep: Class 17 contains 156724 members 
Mstep: Class 18 contains 11160 members 
Mstep: Class 19 contains 131983 members 
Mstep: Class 20 contains 26406 members 
Mstep: Class 21 contains 4572 members 
Mstep: Class 22 contains 15515 members 
Mstep: Class 23 contains 713340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111866136.000000 Penalty: 77453.726562
Iteration 32Q: 23 clusters Score -1.118661e+08 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 83308 members 
Mstep: Class 2 contains 3793 members 
Mstep: Class 3 contains 6419 members 
Mstep: Class 4 contains 11632 members 
Mstep: Class 5 contains 17718 members 
Mstep: Class 6 contains 13319 members 
Mstep: Class 7 contains 19803 members 
Mstep: Class 8 contains 7826 members 
Mstep: Class 9 contains 69759 members 
Mstep: Class 10 contains 75584 members 
Mstep: Class 11 contains 4605 members 
Mstep: Class 12 contains 9066 members 
Mstep: Class 13 contains 12843 members 
Mstep: Class 14 contains 56080 members 
Mstep: Class 16 contains 11353 members 
Mstep: Class 17 contains 156757 members 
Mstep: Class 18 contains 11425 members 
Mstep: Class 19 contains 132052 members 
Mstep: Class 20 contains 26456 members 
Mstep: Class 21 contains 4527 members 
Mstep: Class 22 contains 15574 members 
Mstep: Class 23 contains 713173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111866712.000000 Penalty: 77453.726562
Iteration 33Q: 23 clusters Score -1.118667e+08 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 82761 members 
Mstep: Class 2 contains 3790 members 
Mstep: Class 3 contains 6447 members 
Mstep: Class 4 contains 11382 members 
Mstep: Class 5 contains 17721 members 
Mstep: Class 6 contains 13674 members 
Mstep: Class 7 contains 19656 members 
Mstep: Class 8 contains 7795 members 
Mstep: Class 9 contains 69625 members 
Mstep: Class 10 contains 75577 members 
Mstep: Class 11 contains 4629 members 
Mstep: Class 12 contains 9067 members 
Mstep: Class 13 contains 13089 members 
Mstep: Class 14 contains 56260 members 
Mstep: Class 16 contains 11349 members 
Mstep: Class 17 contains 156777 members 
Mstep: Class 18 contains 11697 members 
Mstep: Class 19 contains 132166 members 
Mstep: Class 20 contains 26482 members 
Mstep: Class 21 contains 4467 members 
Mstep: Class 22 contains 15635 members 
Mstep: Class 23 contains 713026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111867104.000000 Penalty: 77453.726562
Iteration 34Q: 23 clusters Score -1.118671e+08 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 82261 members 
Mstep: Class 2 contains 3788 members 
Mstep: Class 3 contains 6480 members 
Mstep: Class 4 contains 11112 members 
Mstep: Class 5 contains 17722 members 
Mstep: Class 6 contains 13974 members 
Mstep: Class 7 contains 19507 members 
Mstep: Class 8 contains 7774 members 
Mstep: Class 9 contains 69469 members 
Mstep: Class 10 contains 75565 members 
Mstep: Class 11 contains 4659 members 
Mstep: Class 12 contains 9068 members 
Mstep: Class 13 contains 13338 members 
Mstep: Class 14 contains 56469 members 
Mstep: Class 16 contains 11350 members 
Mstep: Class 17 contains 156796 members 
Mstep: Class 18 contains 11963 members 
Mstep: Class 19 contains 132272 members 
Mstep: Class 20 contains 26508 members 
Mstep: Class 21 contains 4441 members 
Mstep: Class 22 contains 15713 members 
Mstep: Class 23 contains 712843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111867296.000000 Penalty: 77453.726562
Iteration 35Q: 23 clusters Score -1.118673e+08 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 81774 members 
Mstep: Class 2 contains 3785 members 
Mstep: Class 3 contains 6509 members 
Mstep: Class 4 contains 10825 members 
Mstep: Class 5 contains 17727 members 
Mstep: Class 6 contains 14247 members 
Mstep: Class 7 contains 19357 members 
Mstep: Class 8 contains 7768 members 
Mstep: Class 9 contains 69361 members 
Mstep: Class 10 contains 75553 members 
Mstep: Class 11 contains 4677 members 
Mstep: Class 12 contains 9067 members 
Mstep: Class 13 contains 13528 members 
Mstep: Class 14 contains 56655 members 
Mstep: Class 16 contains 11351 members 
Mstep: Class 17 contains 156807 members 
Mstep: Class 18 contains 12267 members 
Mstep: Class 19 contains 132417 members 
Mstep: Class 20 contains 26541 members 
Mstep: Class 21 contains 4428 members 
Mstep: Class 22 contains 15793 members 
Mstep: Class 23 contains 712635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111868176.000000 Penalty: 77453.726562
Iteration 36Q: 23 clusters Score -1.118682e+08 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 81380 members 
Mstep: Class 2 contains 3781 members 
Mstep: Class 3 contains 6541 members 
Mstep: Class 4 contains 10494 members 
Mstep: Class 5 contains 17726 members 
Mstep: Class 6 contains 14468 members 
Mstep: Class 7 contains 19178 members 
Mstep: Class 8 contains 7755 members 
Mstep: Class 9 contains 69245 members 
Mstep: Class 10 contains 75535 members 
Mstep: Class 11 contains 4708 members 
Mstep: Class 12 contains 9062 members 
Mstep: Class 13 contains 13703 members 
Mstep: Class 14 contains 56861 members 
Mstep: Class 16 contains 11351 members 
Mstep: Class 17 contains 156820 members 
Mstep: Class 18 contains 12581 members 
Mstep: Class 19 contains 132556 members 
Mstep: Class 20 contains 26572 members 
Mstep: Class 21 contains 4440 members 
Mstep: Class 22 contains 15865 members 
Mstep: Class 23 contains 712450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111868880.000000 Penalty: 77453.726562
Iteration 37Q: 23 clusters Score -1.118689e+08 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 80973 members 
Mstep: Class 2 contains 3775 members 
Mstep: Class 3 contains 6574 members 
Mstep: Class 4 contains 10120 members 
Mstep: Class 5 contains 17722 members 
Mstep: Class 6 contains 14639 members 
Mstep: Class 7 contains 18952 members 
Mstep: Class 8 contains 7739 members 
Mstep: Class 9 contains 69126 members 
Mstep: Class 10 contains 75525 members 
Mstep: Class 11 contains 4750 members 
Mstep: Class 12 contains 9060 members 
Mstep: Class 13 contains 13862 members 
Mstep: Class 14 contains 57145 members 
Mstep: Class 16 contains 11350 members 
Mstep: Class 17 contains 156833 members 
Mstep: Class 18 contains 12897 members 
Mstep: Class 19 contains 132710 members 
Mstep: Class 20 contains 26595 members 
Mstep: Class 21 contains 4498 members 
Mstep: Class 22 contains 15932 members 
Mstep: Class 23 contains 712295 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 38Q: 23 clusters Score -1.118696e+08 nChanged 3422
Entering ConstructFrom: 
Score: -111869616.000000 Penalty: 77453.726562
Entering ConstructFrom: 
Trying to split cluster 1 (80642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80642 members 
Entering Unmasked Estep 
Score: -6594483.000000 Penalty: 2801.848145
	Iteration 0F: 2 clusters Score -6594483 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40487 members 
Mstep: Class 2 contains 40155 members 
Entering Unmasked Estep 
Score: -6540318.000000 Penalty: 5603.696289
	Iteration 0F: 3 clusters Score -6540318 nChanged 37792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42737 members 
Mstep: Class 2 contains 37905 members 
Entering Unmasked Estep 
Score: -6561957.500000 Penalty: 5603.696289
	Iteration 1F: 3 clusters Score -6561958 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44267 members 
Mstep: Class 2 contains 36375 members 
Entering Unmasked Estep 
Score: -6562811.000000 Penalty: 5603.696289
	Iteration 2Q: 3 clusters Score -6562811 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46464 members 
Mstep: Class 2 contains 34178 members 
Entering Unmasked Estep 
Score: -6564018.000000 Penalty: 5603.696289
	Iteration 3Q: 3 clusters Score -6564018 nChanged 3726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49458 members 
Mstep: Class 2 contains 31184 members 
Entering Unmasked Estep 
Score: -6565754.000000 Penalty: 5603.696289
	Iteration 4Q: 3 clusters Score -6565754 nChanged 4614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53598 members 
Mstep: Class 2 contains 27044 members 
Entering Unmasked Estep 
Score: -6568554.000000 Penalty: 5603.696289
	Iteration 5F: 3 clusters Score -6568554 nChanged 5538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58870 members 
Mstep: Class 2 contains 21772 members 
Entering Unmasked Estep 
Score: -6572767.000000 Penalty: 5603.696289
	Iteration 6F: 3 clusters Score -6572767 nChanged 6179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64921 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
Score: -6578288.000000 Penalty: 5603.696289
	Iteration 7F: 3 clusters Score -6578288 nChanged 5633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70470 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -6583681.500000 Penalty: 5603.696289
	Iteration 8F: 3 clusters Score -6583682 nChanged 4214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74608 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -6587654.000000 Penalty: 5603.696289
	Iteration 9F: 3 clusters Score -6587654 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76981 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -6589981.000000 Penalty: 5603.696289
	Iteration 10Q: 3 clusters Score -6589981 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78185 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -6591226.500000 Penalty: 5603.696289
	Iteration 11Q: 3 clusters Score -6591226 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78706 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -6591876.500000 Penalty: 5603.696289
	Iteration 12Q: 3 clusters Score -6591876 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78922 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -6592294.500000 Penalty: 5603.696289
	Iteration 13Q: 3 clusters Score -6592294 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78953 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -6592531.500000 Penalty: 5603.696289
	Iteration 14Q: 3 clusters Score -6592532 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78911 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -6592649.500000 Penalty: 5603.696289
	Iteration 15Q: 3 clusters Score -6592650 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78844 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -6592745.000000 Penalty: 5603.696289
	Iteration 16Q: 3 clusters Score -6592745 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78756 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -6592813.000000 Penalty: 5603.696289
	Iteration 17Q: 3 clusters Score -6592813 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78679 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -6592903.500000 Penalty: 5603.696289
	Iteration 18Q: 3 clusters Score -6592904 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78591 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -6592997.000000 Penalty: 5603.696289
	Iteration 19Q: 3 clusters Score -6592997 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78487 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -6593076.000000 Penalty: 5603.696289
	Iteration 20F: 3 clusters Score -6593076 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78394 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -6593127.000000 Penalty: 5603.696289
	Iteration 21Q: 3 clusters Score -6593127 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78277 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -6593209.500000 Penalty: 5603.696289
	Iteration 22Q: 3 clusters Score -6593210 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78179 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -6593251.000000 Penalty: 5603.696289
	Iteration 23Q: 3 clusters Score -6593251 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78114 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -6593276.500000 Penalty: 5603.696289
	Iteration 24Q: 3 clusters Score -6593276 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78064 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -6593292.500000 Penalty: 5603.696289
	Iteration 25Q: 3 clusters Score -6593292 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78014 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -6593322.000000 Penalty: 5603.696289
	Iteration 26Q: 3 clusters Score -6593322 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77982 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -6593324.000000 Penalty: 5603.696289
	Iteration 27Q: 3 clusters Score -6593324 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77952 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -6593324.500000 Penalty: 5603.696289
	Iteration 28Q: 3 clusters Score -6593324 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77922 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -6593324.500000 Penalty: 5603.696289
	Iteration 29Q: 3 clusters Score -6593324 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77891 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -6593321.000000 Penalty: 5603.696289
	Iteration 30Q: 3 clusters Score -6593321 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77853 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -6593324.500000 Penalty: 5603.696289
	Iteration 31Q: 3 clusters Score -6593324 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77813 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -6593333.000000 Penalty: 5603.696289
	Iteration 32Q: 3 clusters Score -6593333 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77767 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -6593347.000000 Penalty: 5603.696289
	Iteration 33Q: 3 clusters Score -6593347 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77731 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -6593351.500000 Penalty: 5603.696289
	Iteration 34Q: 3 clusters Score -6593352 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77701 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -6593372.500000 Penalty: 5603.696289
	Iteration 35Q: 3 clusters Score -6593372 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77668 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -6593371.000000 Penalty: 5603.696289
	Iteration 36Q: 3 clusters Score -6593371 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77637 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -6593381.000000 Penalty: 5603.696289
	Iteration 37Q: 3 clusters Score -6593381 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77596 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -6593386.500000 Penalty: 5603.696289
	Iteration 38Q: 3 clusters Score -6593386 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77568 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -6593390 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77541 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -6593396.500000 Penalty: 5603.696289
	Iteration 40F: 3 clusters Score -6593396 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77522 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -6593397 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77502 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -6593399.500000 Penalty: 5603.696289
	Iteration 42Q: 3 clusters Score -6593400 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77483 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -6593390.000000 Penalty: 5603.696289
	Iteration 43Q: 3 clusters Score -6593390 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77468 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -6593389.000000 Penalty: 5603.696289
	Iteration 44Q: 3 clusters Score -6593389 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77455 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -6593398.500000 Penalty: 5603.696289
	Iteration 45Q: 3 clusters Score -6593398 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77443 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -6593402.000000 Penalty: 5603.696289
	Iteration 46Q: 3 clusters Score -6593402 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77430 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -6593405.500000 Penalty: 5603.696289
	Iteration 47Q: 3 clusters Score -6593406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77424 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -6593411.500000 Penalty: 5603.696289
	Iteration 48Q: 3 clusters Score -6593412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77417 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -6593415.500000 Penalty: 5603.696289
	Iteration 49Q: 3 clusters Score -6593416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77410 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -6593412.500000 Penalty: 5603.696289
	Iteration 50Q: 3 clusters Score -6593412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77402 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -6593420.500000 Penalty: 5603.696289
	Iteration 51Q: 3 clusters Score -6593420 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77393 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -6593406.000000 Penalty: 5603.696289
	Iteration 52Q: 3 clusters Score -6593406 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77382 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -6593409.500000 Penalty: 5603.696289
	Iteration 53Q: 3 clusters Score -6593410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77376 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -6593416.000000 Penalty: 5603.696289
	Iteration 54Q: 3 clusters Score -6593416 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77368 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -6593412.500000 Penalty: 5603.696289
	Iteration 55Q: 3 clusters Score -6593412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77362 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -6593412.500000 Penalty: 5603.696289
	Iteration 56Q: 3 clusters Score -6593412 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77351 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -6593415.500000 Penalty: 5603.696289
	Iteration 57Q: 3 clusters Score -6593416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77344 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -6593426.000000 Penalty: 5603.696289
	Iteration 58Q: 3 clusters Score -6593426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77337 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -6593425.500000 Penalty: 5603.696289
	Iteration 59Q: 3 clusters Score -6593426 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77324 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -6593423.000000 Penalty: 5603.696289
	Iteration 60F: 3 clusters Score -6593423 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77308 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -6593419.500000 Penalty: 5603.696289
	Iteration 61Q: 3 clusters Score -6593420 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77293 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -6593416.000000 Penalty: 5603.696289
	Iteration 62Q: 3 clusters Score -6593416 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77275 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -6593417.000000 Penalty: 5603.696289
	Iteration 63Q: 3 clusters Score -6593417 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77261 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -6593419.000000 Penalty: 5603.696289
	Iteration 64Q: 3 clusters Score -6593419 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77248 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -6593429.500000 Penalty: 5603.696289
	Iteration 65Q: 3 clusters Score -6593430 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77235 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -6593439.000000 Penalty: 5603.696289
	Iteration 66Q: 3 clusters Score -6593439 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77223 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -6593437.000000 Penalty: 5603.696289
	Iteration 67Q: 3 clusters Score -6593437 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77210 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -6593435.500000 Penalty: 5603.696289
	Iteration 68Q: 3 clusters Score -6593436 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77195 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -6593436.000000 Penalty: 5603.696289
	Iteration 69Q: 3 clusters Score -6593436 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77179 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -6593434.000000 Penalty: 5603.696289
	Iteration 70Q: 3 clusters Score -6593434 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77160 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -6593431.000000 Penalty: 5603.696289
	Iteration 71Q: 3 clusters Score -6593431 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77145 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -6593439.500000 Penalty: 5603.696289
	Iteration 72Q: 3 clusters Score -6593440 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77126 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -6593441.500000 Penalty: 5603.696289
	Iteration 73Q: 3 clusters Score -6593442 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77106 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -6593453.000000 Penalty: 5603.696289
	Iteration 74Q: 3 clusters Score -6593453 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77089 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -6593444.500000 Penalty: 5603.696289
	Iteration 75Q: 3 clusters Score -6593444 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77066 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -6593452.500000 Penalty: 5603.696289
	Iteration 76Q: 3 clusters Score -6593452 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77050 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -6593445.500000 Penalty: 5603.696289
	Iteration 77Q: 3 clusters Score -6593446 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77039 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -6593440.500000 Penalty: 5603.696289
	Iteration 78Q: 3 clusters Score -6593440 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77029 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -6593439.500000 Penalty: 5603.696289
	Iteration 79Q: 3 clusters Score -6593440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77020 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -6593446.000000 Penalty: 5603.696289
	Iteration 80F: 3 clusters Score -6593446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77012 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -6593445.500000 Penalty: 5603.696289
	Iteration 81Q: 3 clusters Score -6593446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77010 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -6593436.000000 Penalty: 5603.696289
	Iteration 82Q: 3 clusters Score -6593436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77003 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -6593445.000000 Penalty: 5603.696289
	Iteration 83Q: 3 clusters Score -6593445 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76990 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -6593438.000000 Penalty: 5603.696289
	Iteration 84Q: 3 clusters Score -6593438 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76979 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -6593437.000000 Penalty: 5603.696289
	Iteration 85Q: 3 clusters Score -6593437 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76968 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -6593453.500000 Penalty: 5603.696289
	Iteration 86Q: 3 clusters Score -6593454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76963 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -6593451.500000 Penalty: 5603.696289
	Iteration 87Q: 3 clusters Score -6593452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76960 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -6593448.000000 Penalty: 5603.696289
	Iteration 88Q: 3 clusters Score -6593448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76958 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -6593449.500000 Penalty: 5603.696289
	Iteration 89Q: 3 clusters Score -6593450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76956 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -6593448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76954 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -6593450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76948 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -6593445.500000 Penalty: 5603.696289
	Iteration 92Q: 3 clusters Score -6593446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76943 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -6593450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76937 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -6593463.000000 Penalty: 5603.696289
	Iteration 94Q: 3 clusters Score -6593463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76933 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -6593460.000000 Penalty: 5603.696289
	Iteration 95Q: 3 clusters Score -6593460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76928 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -6593450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76924 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -6593450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76919 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -6593456.500000 Penalty: 5603.696289
	Iteration 98Q: 3 clusters Score -6593456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76916 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -6593464.000000 Penalty: 5603.696289
	Iteration 99Q: 3 clusters Score -6593464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76912 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -6593461.500000 Penalty: 5603.696289
	Iteration 100F: 3 clusters Score -6593462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76910 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -6593454.500000 Penalty: 5603.696289
	Iteration 101Q: 3 clusters Score -6593454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76909 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -6593456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76907 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -6593456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76906 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -6593457.500000 Penalty: 5603.696289
	Iteration 104Q: 3 clusters Score -6593458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76906 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -6593457.500000 Penalty: 5603.696289
	Iteration 105F: 3 clusters Score -6593458 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Entering Unmasked Estep 
Score: -286346.937500 Penalty: 2042.435059
	Iteration 0F: 2 clusters Score -286346.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -282740.281250 Penalty: 4084.870117
	Iteration 0F: 3 clusters Score -282740.3 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -283776.906250 Penalty: 4084.870117
	Iteration 1F: 3 clusters Score -283776.9 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -284209.156250 Penalty: 4084.870117
	Iteration 2F: 3 clusters Score -284209.2 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -284746.937500 Penalty: 4084.870117
	Iteration 3F: 3 clusters Score -284746.9 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -285453.125000 Penalty: 4084.870117
	Iteration 4F: 3 clusters Score -285453.1 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -286190.937500 Penalty: 4084.870117
	Iteration 5F: 3 clusters Score -286190.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -286558.781250 Penalty: 4084.870117
	Iteration 6F: 3 clusters Score -286558.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -286678.687500 Penalty: 4084.870117
	Iteration 7Q: 3 clusters Score -286678.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -286715.843750 Penalty: 4084.870117
	Iteration 8Q: 3 clusters Score -286715.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -286729.968750 Penalty: 4084.870117
	Iteration 9Q: 3 clusters Score -286730 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -286735.687500 Penalty: 4084.870117
	Iteration 10Q: 3 clusters Score -286735.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -286739.781250 Penalty: 4084.870117
	Iteration 11Q: 3 clusters Score -286739.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -286743.406250 Penalty: 4084.870117
	Iteration 12Q: 3 clusters Score -286743.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -286744.843750 Penalty: 4084.870117
	Iteration 13Q: 3 clusters Score -286744.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -286746.156250 Penalty: 4084.870117
	Iteration 14Q: 3 clusters Score -286746.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -286748.437500 Penalty: 4084.870117
	Iteration 15Q: 3 clusters Score -286748.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -286749.687500 Penalty: 4084.870117
	Iteration 16Q: 3 clusters Score -286749.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -286749.687500 Penalty: 4084.870117
	Iteration 17F: 3 clusters Score -286749.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 80642 members 
Mstep: Class 2 contains 3100 members 
Mstep: Class 3 contains 6615 members 
Mstep: Class 4 contains 9811 members 
Mstep: Class 5 contains 17726 members 
Mstep: Class 6 contains 14795 members 
Mstep: Class 7 contains 18713 members 
Mstep: Class 8 contains 7728 members 
Mstep: Class 9 contains 69036 members 
Mstep: Class 10 contains 75504 members 
Mstep: Class 11 contains 4794 members 
Mstep: Class 12 contains 9055 members 
Mstep: Class 13 contains 13983 members 
Mstep: Class 14 contains 57344 members 
Mstep: Class 15 contains 673 members 
Mstep: Class 16 contains 11340 members 
Mstep: Class 17 contains 156801 members 
Mstep: Class 18 contains 13228 members 
Mstep: Class 19 contains 132878 members 
Mstep: Class 20 contains 26621 members 
Mstep: Class 21 contains 4580 members 
Mstep: Class 22 contains 15985 members 
Mstep: Class 23 contains 712120 members 
Entering Unmasked Estep 
Score: -111869144.000000 Penalty: 80974.351562
Splitting cluster 2 changes total score from -111869616.000000 to -111869144.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (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: -499645.812500 Penalty: 2181.679688
	Iteration 0F: 2 clusters Score -499645.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -494171.625000 Penalty: 4363.359375
	Iteration 0F: 3 clusters Score -494171.6 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -495532.218750 Penalty: 4363.359375
	Iteration 1F: 3 clusters Score -495532.2 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -495799.937500 Penalty: 4363.359375
	Iteration 2F: 3 clusters Score -495799.9 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -496002.406250 Penalty: 4363.359375
	Iteration 3F: 3 clusters Score -496002.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -496150.968750 Penalty: 4363.359375
	Iteration 4Q: 3 clusters Score -496151 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -496276.062500 Penalty: 4363.359375
	Iteration 5Q: 3 clusters Score -496276.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -496390.500000 Penalty: 4363.359375
	Iteration 6Q: 3 clusters Score -496390.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -496516.281250 Penalty: 4363.359375
	Iteration 7Q: 3 clusters Score -496516.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -496676.281250 Penalty: 4363.359375
	Iteration 8Q: 3 clusters Score -496676.3 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -496844.656250 Penalty: 4363.359375
	Iteration 9Q: 3 clusters Score -496844.7 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -497045.031250 Penalty: 4363.359375
	Iteration 10Q: 3 clusters Score -497045 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -497255.125000 Penalty: 4363.359375
	Iteration 11Q: 3 clusters Score -497255.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -497466.531250 Penalty: 4363.359375
	Iteration 12Q: 3 clusters Score -497466.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -497651.750000 Penalty: 4363.359375
	Iteration 13Q: 3 clusters Score -497651.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -497788.593750 Penalty: 4363.359375
	Iteration 14Q: 3 clusters Score -497788.6 nChanged 192
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: -497901.406250 Penalty: 4363.359375
	Iteration 15Q: 3 clusters Score -497901.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -497975.593750 Penalty: 4363.359375
	Iteration 16Q: 3 clusters Score -497975.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -498034.281250 Penalty: 4363.359375
	Iteration 17Q: 3 clusters Score -498034.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -498069.312500 Penalty: 4363.359375
	Iteration 18Q: 3 clusters Score -498069.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -498099.343750 Penalty: 4363.359375
	Iteration 19Q: 3 clusters Score -498099.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -498133.593750 Penalty: 4363.359375
	Iteration 20F: 3 clusters Score -498133.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -498156.718750 Penalty: 4363.359375
	Iteration 21Q: 3 clusters Score -498156.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -498169.906250 Penalty: 4363.359375
	Iteration 22Q: 3 clusters Score -498169.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -498179.937500 Penalty: 4363.359375
	Iteration 23Q: 3 clusters Score -498179.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -498186.062500 Penalty: 4363.359375
	Iteration 24Q: 3 clusters Score -498186.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -498193.843750 Penalty: 4363.359375
	Iteration 25Q: 3 clusters Score -498193.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -498202.593750 Penalty: 4363.359375
	Iteration 26Q: 3 clusters Score -498202.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -498211.281250 Penalty: 4363.359375
	Iteration 27Q: 3 clusters Score -498211.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -498219.687500 Penalty: 4363.359375
	Iteration 28Q: 3 clusters Score -498219.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -498227.781250 Penalty: 4363.359375
	Iteration 29Q: 3 clusters Score -498227.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -498233.812500 Penalty: 4363.359375
	Iteration 30Q: 3 clusters Score -498233.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -498238.312500 Penalty: 4363.359375
	Iteration 31Q: 3 clusters Score -498238.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -498241.500000 Penalty: 4363.359375
	Iteration 32Q: 3 clusters Score -498241.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -498245.000000 Penalty: 4363.359375
	Iteration 33Q: 3 clusters Score -498245 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -498251.250000 Penalty: 4363.359375
	Iteration 34Q: 3 clusters Score -498251.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -498258.312500 Penalty: 4363.359375
	Iteration 35Q: 3 clusters Score -498258.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -498262.656250 Penalty: 4363.359375
	Iteration 36Q: 3 clusters Score -498262.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -498270.312500 Penalty: 4363.359375
	Iteration 37Q: 3 clusters Score -498270.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -498273.656250 Penalty: 4363.359375
	Iteration 38Q: 3 clusters Score -498273.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -498274.968750 Penalty: 4363.359375
	Iteration 39Q: 3 clusters Score -498275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -498275.875000 Penalty: 4363.359375
	Iteration 40F: 3 clusters Score -498275.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -498278.843750 Penalty: 4363.359375
	Iteration 41Q: 3 clusters Score -498278.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -498278.968750 Penalty: 4363.359375
	Iteration 42Q: 3 clusters Score -498279 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -498281.531250 Penalty: 4363.359375
	Iteration 43Q: 3 clusters Score -498281.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -498282.406250 Penalty: 4363.359375
	Iteration 44Q: 3 clusters Score -498282.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -498282.906250 Penalty: 4363.359375
	Iteration 45Q: 3 clusters Score -498282.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -498283.156250 Penalty: 4363.359375
	Iteration 46Q: 3 clusters Score -498283.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -498283.781250 Penalty: 4363.359375
	Iteration 47Q: 3 clusters Score -498283.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -498285.218750 Penalty: 4363.359375
	Iteration 48Q: 3 clusters Score -498285.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -498287.593750 Penalty: 4363.359375
	Iteration 49Q: 3 clusters Score -498287.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -498288.750000 Penalty: 4363.359375
	Iteration 50Q: 3 clusters Score -498288.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -498289.781250 Penalty: 4363.359375
	Iteration 51Q: 3 clusters Score -498289.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -498290.875000 Penalty: 4363.359375
	Iteration 52Q: 3 clusters Score -498290.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -498291.812500 Penalty: 4363.359375
	Iteration 53Q: 3 clusters Score -498291.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -498292.156250 Penalty: 4363.359375
	Iteration 54Q: 3 clusters Score -498292.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -498293.937500 Penalty: 4363.359375
	Iteration 55Q: 3 clusters Score -498293.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -498295.156250 Penalty: 4363.359375
	Iteration 56Q: 3 clusters Score -498295.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -498296.218750 Penalty: 4363.359375
	Iteration 57Q: 3 clusters Score -498296.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -498298.437500 Penalty: 4363.359375
	Iteration 58Q: 3 clusters Score -498298.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -498299.312500 Penalty: 4363.359375
	Iteration 59Q: 3 clusters Score -498299.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -498299.125000 Penalty: 4363.359375
	Iteration 60F: 3 clusters Score -498299.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -498299.281250 Penalty: 4363.359375
	Iteration 61Q: 3 clusters Score -498299.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -498300.500000 Penalty: 4363.359375
	Iteration 62Q: 3 clusters Score -498300.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -498300.281250 Penalty: 4363.359375
	Iteration 63Q: 3 clusters Score -498300.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -498301.281250 Penalty: 4363.359375
	Iteration 64Q: 3 clusters Score -498301.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -498301.875000 Penalty: 4363.359375
	Iteration 65Q: 3 clusters Score -498301.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -498302.562500 Penalty: 4363.359375
	Iteration 66Q: 3 clusters Score -498302.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -498301.843750 Penalty: 4363.359375
	Iteration 67Q: 3 clusters Score -498301.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -498302.406250 Penalty: 4363.359375
	Iteration 68Q: 3 clusters Score -498302.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -498301.843750 Penalty: 4363.359375
	Iteration 69Q: 3 clusters Score -498301.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -498302.718750 Penalty: 4363.359375
	Iteration 70Q: 3 clusters Score -498302.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -498304.000000 Penalty: 4363.359375
	Iteration 71Q: 3 clusters Score -498304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -498306.250000 Penalty: 4363.359375
	Iteration 72Q: 3 clusters Score -498306.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -498306.656250 Penalty: 4363.359375
	Iteration 73Q: 3 clusters Score -498306.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -498311.500000 Penalty: 4363.359375
	Iteration 74Q: 3 clusters Score -498311.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -498314.218750 Penalty: 4363.359375
	Iteration 75Q: 3 clusters Score -498314.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -498318.187500 Penalty: 4363.359375
	Iteration 76Q: 3 clusters Score -498318.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -498324.343750 Penalty: 4363.359375
	Iteration 77Q: 3 clusters Score -498324.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -498328.281250 Penalty: 4363.359375
	Iteration 78Q: 3 clusters Score -498328.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -498334.718750 Penalty: 4363.359375
	Iteration 79Q: 3 clusters Score -498334.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -498340.406250 Penalty: 4363.359375
	Iteration 80F: 3 clusters Score -498340.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -498344.718750 Penalty: 4363.359375
	Iteration 81Q: 3 clusters Score -498344.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -498347.718750 Penalty: 4363.359375
	Iteration 82Q: 3 clusters Score -498347.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -498353.156250 Penalty: 4363.359375
	Iteration 83Q: 3 clusters Score -498353.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -498356.562500 Penalty: 4363.359375
	Iteration 84Q: 3 clusters Score -498356.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -498358.718750 Penalty: 4363.359375
	Iteration 85Q: 3 clusters Score -498358.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -498361.062500 Penalty: 4363.359375
	Iteration 86Q: 3 clusters Score -498361.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -498361.593750 Penalty: 4363.359375
	Iteration 87Q: 3 clusters Score -498361.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -498361.718750 Penalty: 4363.359375
	Iteration 88Q: 3 clusters Score -498361.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -498362.000000 Penalty: 4363.359375
	Iteration 89Q: 3 clusters Score -498362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -498362.000000 Penalty: 4363.359375
	Iteration 90F: 3 clusters Score -498362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Entering Unmasked Estep 
Score: -736981.250000 Penalty: 2279.432373
	Iteration 0F: 2 clusters Score -736981.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -729430.500000 Penalty: 4558.864746
	Iteration 0F: 3 clusters Score -729430.5 nChanged 4131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -731991.062500 Penalty: 4558.864746
	Iteration 1F: 3 clusters Score -731991.1 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -732900.812500 Penalty: 4558.864746
	Iteration 2F: 3 clusters Score -732900.8 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -733712.812500 Penalty: 4558.864746
	Iteration 3F: 3 clusters Score -733712.8 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -734435.437500 Penalty: 4558.864746
	Iteration 4F: 3 clusters Score -734435.4 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -735153.687500 Penalty: 4558.864746
	Iteration 5F: 3 clusters Score -735153.7 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -735680.187500 Penalty: 4558.864746
	Iteration 6F: 3 clusters Score -735680.2 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -735941.125000 Penalty: 4558.864746
	Iteration 7Q: 3 clusters Score -735941.1 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -736086.375000 Penalty: 4558.864746
	Iteration 8Q: 3 clusters Score -736086.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -736172.437500 Penalty: 4558.864746
	Iteration 9Q: 3 clusters Score -736172.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -736233.125000 Penalty: 4558.864746
	Iteration 10Q: 3 clusters Score -736233.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -736291.812500 Penalty: 4558.864746
	Iteration 11Q: 3 clusters Score -736291.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -736365.687500 Penalty: 4558.864746
	Iteration 12Q: 3 clusters Score -736365.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -736450.500000 Penalty: 4558.864746
	Iteration 13Q: 3 clusters Score -736450.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -736548.562500 Penalty: 4558.864746
	Iteration 14Q: 3 clusters Score -736548.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -736656.312500 Penalty: 4558.864746
	Iteration 15Q: 3 clusters Score -736656.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -736773.437500 Penalty: 4558.864746
	Iteration 16Q: 3 clusters Score -736773.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -736898.625000 Penalty: 4558.864746
	Iteration 17Q: 3 clusters Score -736898.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -737017.062500 Penalty: 4558.864746
	Iteration 18Q: 3 clusters Score -737017.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -737095.875000 Penalty: 4558.864746
	Iteration 19Q: 3 clusters Score -737095.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -737164.125000 Penalty: 4558.864746
	Iteration 20F: 3 clusters Score -737164.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -737230.562500 Penalty: 4558.864746
	Iteration 21Q: 3 clusters Score -737230.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -737293.562500 Penalty: 4558.864746
	Iteration 22Q: 3 clusters Score -737293.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -737359.187500 Penalty: 4558.864746
	Iteration 23Q: 3 clusters Score -737359.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -737426.312500 Penalty: 4558.864746
	Iteration 24Q: 3 clusters Score -737426.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -737481.625000 Penalty: 4558.864746
	Iteration 25Q: 3 clusters Score -737481.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -737541.000000 Penalty: 4558.864746
	Iteration 26Q: 3 clusters Score -737541 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -737595.312500 Penalty: 4558.864746
	Iteration 27Q: 3 clusters Score -737595.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -737637.812500 Penalty: 4558.864746
	Iteration 28Q: 3 clusters Score -737637.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -737667.437500 Penalty: 4558.864746
	Iteration 29Q: 3 clusters Score -737667.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -737693.875000 Penalty: 4558.864746
	Iteration 30Q: 3 clusters Score -737693.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -737719.562500 Penalty: 4558.864746
	Iteration 31Q: 3 clusters Score -737719.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -737735.187500 Penalty: 4558.864746
	Iteration 32Q: 3 clusters Score -737735.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -737751.250000 Penalty: 4558.864746
	Iteration 33Q: 3 clusters Score -737751.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -737759.312500 Penalty: 4558.864746
	Iteration 34Q: 3 clusters Score -737759.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -737765.625000 Penalty: 4558.864746
	Iteration 35Q: 3 clusters Score -737765.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -737772.312500 Penalty: 4558.864746
	Iteration 36Q: 3 clusters Score -737772.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -737780.437500 Penalty: 4558.864746
	Iteration 37Q: 3 clusters Score -737780.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -737785.500000 Penalty: 4558.864746
	Iteration 38Q: 3 clusters Score -737785.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -737790.312500 Penalty: 4558.864746
	Iteration 39Q: 3 clusters Score -737790.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -737792.562500 Penalty: 4558.864746
	Iteration 40F: 3 clusters Score -737792.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -737793.312500 Penalty: 4558.864746
	Iteration 41Q: 3 clusters Score -737793.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -737796.812500 Penalty: 4558.864746
	Iteration 42Q: 3 clusters Score -737796.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -737796.312500 Penalty: 4558.864746
	Iteration 43Q: 3 clusters Score -737796.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -737798.625000 Penalty: 4558.864746
	Iteration 44Q: 3 clusters Score -737798.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -737799.937500 Penalty: 4558.864746
	Iteration 45Q: 3 clusters Score -737799.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -737799.000000 Penalty: 4558.864746
	Iteration 46Q: 3 clusters Score -737799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -737801.375000 Penalty: 4558.864746
	Iteration 47Q: 3 clusters Score -737801.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -737801.750000 Penalty: 4558.864746
	Iteration 48Q: 3 clusters Score -737801.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -737803.187500 Penalty: 4558.864746
	Iteration 49Q: 3 clusters Score -737803.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -737803.312500 Penalty: 4558.864746
	Iteration 50Q: 3 clusters Score -737803.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -737802.562500 Penalty: 4558.864746
	Iteration 51Q: 3 clusters Score -737802.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -737803.062500 Penalty: 4558.864746
	Iteration 52Q: 3 clusters Score -737803.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -737802.687500 Penalty: 4558.864746
	Iteration 53Q: 3 clusters Score -737802.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -737802.687500 Penalty: 4558.864746
	Iteration 54F: 3 clusters Score -737802.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 80642 members 
Mstep: Class 2 contains 3773 members 
Mstep: Class 3 contains 6615 members 
Mstep: Class 4 contains 2408 members 
Mstep: Class 5 contains 17726 members 
Mstep: Class 6 contains 14795 members 
Mstep: Class 7 contains 18713 members 
Mstep: Class 8 contains 7728 members 
Mstep: Class 9 contains 69036 members 
Mstep: Class 10 contains 75504 members 
Mstep: Class 11 contains 4794 members 
Mstep: Class 12 contains 9055 members 
Mstep: Class 13 contains 13983 members 
Mstep: Class 14 contains 57344 members 
Mstep: Class 15 contains 7403 members 
Mstep: Class 16 contains 11340 members 
Mstep: Class 17 contains 156801 members 
Mstep: Class 18 contains 13228 members 
Mstep: Class 19 contains 132878 members 
Mstep: Class 20 contains 26621 members 
Mstep: Class 21 contains 4580 members 
Mstep: Class 22 contains 15985 members 
Mstep: Class 23 contains 712120 members 
Entering Unmasked Estep 
Score: -111870104.000000 Penalty: 80974.351562
Splitting cluster 4 changes total score from -111869616.000000 to -111870104.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 5 (17726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17726 members 
Entering Unmasked Estep 
Score: -1460385.500000 Penalty: 2426.131348
	Iteration 0F: 2 clusters Score -1460386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -1447750.375000 Penalty: 4852.262695
	Iteration 0F: 3 clusters Score -1447750 nChanged 7723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -1451914.875000 Penalty: 4852.262695
	Iteration 1F: 3 clusters Score -1451915 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -1452341.750000 Penalty: 4852.262695
	Iteration 2F: 3 clusters Score -1452342 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -1452786.375000 Penalty: 4852.262695
	Iteration 3F: 3 clusters Score -1452786 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -1453368.125000 Penalty: 4852.262695
	Iteration 4F: 3 clusters Score -1453368 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -1454100.250000 Penalty: 4852.262695
	Iteration 5F: 3 clusters Score -1454100 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -1455022.625000 Penalty: 4852.262695
	Iteration 6F: 3 clusters Score -1455023 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -1456038.250000 Penalty: 4852.262695
	Iteration 7F: 3 clusters Score -1456038 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -1456903.250000 Penalty: 4852.262695
	Iteration 8F: 3 clusters Score -1456903 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -1457541.375000 Penalty: 4852.262695
	Iteration 9Q: 3 clusters Score -1457541 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -1457883.375000 Penalty: 4852.262695
	Iteration 10Q: 3 clusters Score -1457883 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -1458122.875000 Penalty: 4852.262695
	Iteration 11Q: 3 clusters Score -1458123 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -1458280.750000 Penalty: 4852.262695
	Iteration 12Q: 3 clusters Score -1458281 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -1458396.750000 Penalty: 4852.262695
	Iteration 13Q: 3 clusters Score -1458397 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
Score: -1458486.875000 Penalty: 4852.262695
	Iteration 14Q: 3 clusters Score -1458487 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -1458548.000000 Penalty: 4852.262695
	Iteration 15Q: 3 clusters Score -1458548 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -1458613.125000 Penalty: 4852.262695
	Iteration 16Q: 3 clusters Score -1458613 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -1458660.500000 Penalty: 4852.262695
	Iteration 17Q: 3 clusters Score -1458660 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -1458702.750000 Penalty: 4852.262695
	Iteration 18Q: 3 clusters Score -1458703 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -1458747.125000 Penalty: 4852.262695
	Iteration 19Q: 3 clusters Score -1458747 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 15640 members 
Entering Unmasked Estep 
Score: -1458769.750000 Penalty: 4852.262695
	Iteration 20F: 3 clusters Score -1458770 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 15718 members 
Entering Unmasked Estep 
Score: -1458801.750000 Penalty: 4852.262695
	Iteration 21Q: 3 clusters Score -1458802 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -1458832.750000 Penalty: 4852.262695
	Iteration 22Q: 3 clusters Score -1458833 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -1458872.000000 Penalty: 4852.262695
	Iteration 23Q: 3 clusters Score -1458872 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 15982 members 
Entering Unmasked Estep 
Score: -1458906.250000 Penalty: 4852.262695
	Iteration 24Q: 3 clusters Score -1458906 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -1458937.500000 Penalty: 4852.262695
	Iteration 25Q: 3 clusters Score -1458938 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 16111 members 
Entering Unmasked Estep 
Score: -1458952.000000 Penalty: 4852.262695
	Iteration 26Q: 3 clusters Score -1458952 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 16159 members 
Entering Unmasked Estep 
Score: -1458968.250000 Penalty: 4852.262695
	Iteration 27Q: 3 clusters Score -1458968 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -1458980.000000 Penalty: 4852.262695
	Iteration 28Q: 3 clusters Score -1458980 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 16228 members 
Entering Unmasked Estep 
Score: -1458995.500000 Penalty: 4852.262695
	Iteration 29Q: 3 clusters Score -1458996 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 16265 members 
Entering Unmasked Estep 
Score: -1459012.000000 Penalty: 4852.262695
	Iteration 30Q: 3 clusters Score -1459012 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 16308 members 
Entering Unmasked Estep 
Score: -1459028.375000 Penalty: 4852.262695
	Iteration 31Q: 3 clusters Score -1459028 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 16345 members 
Entering Unmasked Estep 
Score: -1459047.500000 Penalty: 4852.262695
	Iteration 32Q: 3 clusters Score -1459048 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 16383 members 
Entering Unmasked Estep 
Score: -1459062.375000 Penalty: 4852.262695
	Iteration 33Q: 3 clusters Score -1459062 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
Score: -1459083.375000 Penalty: 4852.262695
	Iteration 34Q: 3 clusters Score -1459083 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -1459099.125000 Penalty: 4852.262695
	Iteration 35Q: 3 clusters Score -1459099 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 16477 members 
Entering Unmasked Estep 
Score: -1459107.125000 Penalty: 4852.262695
	Iteration 36Q: 3 clusters Score -1459107 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 16493 members 
Entering Unmasked Estep 
Score: -1459112.875000 Penalty: 4852.262695
	Iteration 37Q: 3 clusters Score -1459113 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
Score: -1459117.750000 Penalty: 4852.262695
	Iteration 38Q: 3 clusters Score -1459118 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
Score: -1459125.625000 Penalty: 4852.262695
	Iteration 39Q: 3 clusters Score -1459126 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 16545 members 
Entering Unmasked Estep 
Score: -1459130.750000 Penalty: 4852.262695
	Iteration 40F: 3 clusters Score -1459131 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 16563 members 
Entering Unmasked Estep 
Score: -1459134.000000 Penalty: 4852.262695
	Iteration 41Q: 3 clusters Score -1459134 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
Score: -1459137.375000 Penalty: 4852.262695
	Iteration 42Q: 3 clusters Score -1459137 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -1459140.375000 Penalty: 4852.262695
	Iteration 43Q: 3 clusters Score -1459140 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -1459143.125000 Penalty: 4852.262695
	Iteration 44Q: 3 clusters Score -1459143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 16605 members 
Entering Unmasked Estep 
Score: -1459142.875000 Penalty: 4852.262695
	Iteration 45Q: 3 clusters Score -1459143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -1459144.000000 Penalty: 4852.262695
	Iteration 46Q: 3 clusters Score -1459144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 16608 members 
Entering Unmasked Estep 
Score: -1459147.250000 Penalty: 4852.262695
	Iteration 47Q: 3 clusters Score -1459147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 16610 members 
Entering Unmasked Estep 
Score: -1459148.000000 Penalty: 4852.262695
	Iteration 48Q: 3 clusters Score -1459148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 16613 members 
Entering Unmasked Estep 
Score: -1459148.125000 Penalty: 4852.262695
	Iteration 49Q: 3 clusters Score -1459148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
Score: -1459147.000000 Penalty: 4852.262695
	Iteration 50Q: 3 clusters Score -1459147 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 16625 members 
Entering Unmasked Estep 
Score: -1459149.875000 Penalty: 4852.262695
	Iteration 51Q: 3 clusters Score -1459150 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -1459151.000000 Penalty: 4852.262695
	Iteration 52Q: 3 clusters Score -1459151 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
Score: -1459151.625000 Penalty: 4852.262695
	Iteration 53Q: 3 clusters Score -1459152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -1459152.750000 Penalty: 4852.262695
	Iteration 54Q: 3 clusters Score -1459153 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -1459152.750000 Penalty: 4852.262695
	Iteration 55F: 3 clusters Score -1459153 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (14795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Entering Unmasked Estep 
Score: -1230439.375000 Penalty: 2381.306885
	Iteration 0F: 2 clusters Score -1230439 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1219703.000000 Penalty: 4762.613770
	Iteration 0F: 3 clusters Score -1219703 nChanged 6300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1223081.250000 Penalty: 4762.613770
	Iteration 1F: 3 clusters Score -1223081 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1223376.625000 Penalty: 4762.613770
	Iteration 2F: 3 clusters Score -1223377 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1223577.125000 Penalty: 4762.613770
	Iteration 3Q: 3 clusters Score -1223577 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1223728.000000 Penalty: 4762.613770
	Iteration 4Q: 3 clusters Score -1223728 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1223850.000000 Penalty: 4762.613770
	Iteration 5Q: 3 clusters Score -1223850 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1223955.375000 Penalty: 4762.613770
	Iteration 6Q: 3 clusters Score -1223955 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1224043.500000 Penalty: 4762.613770
	Iteration 7Q: 3 clusters Score -1224044 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1224114.375000 Penalty: 4762.613770
	Iteration 8Q: 3 clusters Score -1224114 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1224182.250000 Penalty: 4762.613770
	Iteration 9Q: 3 clusters Score -1224182 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1224266.250000 Penalty: 4762.613770
	Iteration 10Q: 3 clusters Score -1224266 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1224349.500000 Penalty: 4762.613770
	Iteration 11Q: 3 clusters Score -1224350 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1224457.500000 Penalty: 4762.613770
	Iteration 12Q: 3 clusters Score -1224458 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1224596.875000 Penalty: 4762.613770
	Iteration 13Q: 3 clusters Score -1224597 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1224749.875000 Penalty: 4762.613770
	Iteration 14Q: 3 clusters Score -1224750 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1224942.500000 Penalty: 4762.613770
	Iteration 15Q: 3 clusters Score -1224942 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1225156.375000 Penalty: 4762.613770
	Iteration 16Q: 3 clusters Score -1225156 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1225418.750000 Penalty: 4762.613770
	Iteration 17Q: 3 clusters Score -1225419 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1225724.625000 Penalty: 4762.613770
	Iteration 18Q: 3 clusters Score -1225725 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1226063.125000 Penalty: 4762.613770
	Iteration 19Q: 3 clusters Score -1226063 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1226369.625000 Penalty: 4762.613770
	Iteration 20F: 3 clusters Score -1226370 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1226635.000000 Penalty: 4762.613770
	Iteration 21Q: 3 clusters Score -1226635 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1226875.750000 Penalty: 4762.613770
	Iteration 22Q: 3 clusters Score -1226876 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1227117.250000 Penalty: 4762.613770
	Iteration 23Q: 3 clusters Score -1227117 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1227309.625000 Penalty: 4762.613770
	Iteration 24Q: 3 clusters Score -1227310 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1227455.250000 Penalty: 4762.613770
	Iteration 25Q: 3 clusters Score -1227455 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1227591.875000 Penalty: 4762.613770
	Iteration 26Q: 3 clusters Score -1227592 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1227703.000000 Penalty: 4762.613770
	Iteration 27Q: 3 clusters Score -1227703 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1227786.875000 Penalty: 4762.613770
	Iteration 28Q: 3 clusters Score -1227787 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1227860.375000 Penalty: 4762.613770
	Iteration 29Q: 3 clusters Score -1227860 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1227919.750000 Penalty: 4762.613770
	Iteration 30Q: 3 clusters Score -1227920 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1227968.250000 Penalty: 4762.613770
	Iteration 31Q: 3 clusters Score -1227968 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1228024.625000 Penalty: 4762.613770
	Iteration 32Q: 3 clusters Score -1228025 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1228073.250000 Penalty: 4762.613770
	Iteration 33Q: 3 clusters Score -1228073 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1228106.625000 Penalty: 4762.613770
	Iteration 34Q: 3 clusters Score -1228107 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1228134.750000 Penalty: 4762.613770
	Iteration 35Q: 3 clusters Score -1228135 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1228163.375000 Penalty: 4762.613770
	Iteration 36Q: 3 clusters Score -1228163 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1228184.500000 Penalty: 4762.613770
	Iteration 37Q: 3 clusters Score -1228184 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1228213.625000 Penalty: 4762.613770
	Iteration 38Q: 3 clusters Score -1228214 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1228234.625000 Penalty: 4762.613770
	Iteration 39Q: 3 clusters Score -1228235 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1228251.875000 Penalty: 4762.613770
	Iteration 40F: 3 clusters Score -1228252 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1228268.500000 Penalty: 4762.613770
	Iteration 41Q: 3 clusters Score -1228268 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1228278.000000 Penalty: 4762.613770
	Iteration 42Q: 3 clusters Score -1228278 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1228283.375000 Penalty: 4762.613770
	Iteration 43Q: 3 clusters Score -1228283 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1228292.250000 Penalty: 4762.613770
	Iteration 44Q: 3 clusters Score -1228292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1228294.375000 Penalty: 4762.613770
	Iteration 45Q: 3 clusters Score -1228294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1228298.750000 Penalty: 4762.613770
	Iteration 46Q: 3 clusters Score -1228299 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1228302.375000 Penalty: 4762.613770
	Iteration 47Q: 3 clusters Score -1228302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1228306.000000 Penalty: 4762.613770
	Iteration 48Q: 3 clusters Score -1228306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1228306.375000 Penalty: 4762.613770
	Iteration 49Q: 3 clusters Score -1228306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1228306.875000 Penalty: 4762.613770
	Iteration 50Q: 3 clusters Score -1228307 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1228309.000000 Penalty: 4762.613770
	Iteration 51Q: 3 clusters Score -1228309 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1228313.625000 Penalty: 4762.613770
	Iteration 52Q: 3 clusters Score -1228314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1228315.625000 Penalty: 4762.613770
	Iteration 53Q: 3 clusters Score -1228316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1228320.625000 Penalty: 4762.613770
	Iteration 54Q: 3 clusters Score -1228321 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1228323.625000 Penalty: 4762.613770
	Iteration 55Q: 3 clusters Score -1228324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1228324.250000 Penalty: 4762.613770
	Iteration 56Q: 3 clusters Score -1228324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1228329.875000 Penalty: 4762.613770
	Iteration 57Q: 3 clusters Score -1228330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1228330.875000 Penalty: 4762.613770
	Iteration 58Q: 3 clusters Score -1228331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1228334.125000 Penalty: 4762.613770
	Iteration 59Q: 3 clusters Score -1228334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1228335.250000 Penalty: 4762.613770
	Iteration 60F: 3 clusters Score -1228335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1228337.125000 Penalty: 4762.613770
	Iteration 61Q: 3 clusters Score -1228337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1228338.750000 Penalty: 4762.613770
	Iteration 62Q: 3 clusters Score -1228339 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1228338.750000 Penalty: 4762.613770
	Iteration 63F: 3 clusters Score -1228339 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (18713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18713 members 
Entering Unmasked Estep 
Score: -1250363.750000 Penalty: 2439.569580
	Iteration 0F: 2 clusters Score -1250364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -1237081.750000 Penalty: 4879.139160
	Iteration 0F: 3 clusters Score -1237082 nChanged 8347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -1242475.375000 Penalty: 4879.139160
	Iteration 1F: 3 clusters Score -1242475 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -1244614.375000 Penalty: 4879.139160
	Iteration 2F: 3 clusters Score -1244614 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1247317.750000 Penalty: 4879.139160
	Iteration 3F: 3 clusters Score -1247318 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1249542.125000 Penalty: 4879.139160
	Iteration 4F: 3 clusters Score -1249542 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1251003.250000 Penalty: 4879.139160
	Iteration 5F: 3 clusters Score -1251003 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1251848.750000 Penalty: 4879.139160
	Iteration 6F: 3 clusters Score -1251849 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1252400.750000 Penalty: 4879.139160
	Iteration 7Q: 3 clusters Score -1252401 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1252797.875000 Penalty: 4879.139160
	Iteration 8Q: 3 clusters Score -1252798 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1253082.625000 Penalty: 4879.139160
	Iteration 9Q: 3 clusters Score -1253083 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1253259.375000 Penalty: 4879.139160
	Iteration 10Q: 3 clusters Score -1253259 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15909 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1253361.000000 Penalty: 4879.139160
	Iteration 11Q: 3 clusters Score -1253361 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -1253422.625000 Penalty: 4879.139160
	Iteration 12Q: 3 clusters Score -1253423 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16189 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1253484.000000 Penalty: 4879.139160
	Iteration 13Q: 3 clusters Score -1253484 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16291 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1253518.250000 Penalty: 4879.139160
	Iteration 14Q: 3 clusters Score -1253518 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16370 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1253531.875000 Penalty: 4879.139160
	Iteration 15Q: 3 clusters Score -1253532 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1253547.625000 Penalty: 4879.139160
	Iteration 16Q: 3 clusters Score -1253548 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1253554.750000 Penalty: 4879.139160
	Iteration 17Q: 3 clusters Score -1253555 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1253564.250000 Penalty: 4879.139160
	Iteration 18Q: 3 clusters Score -1253564 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1253566.250000 Penalty: 4879.139160
	Iteration 19Q: 3 clusters Score -1253566 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1253568.625000 Penalty: 4879.139160
	Iteration 20F: 3 clusters Score -1253569 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16551 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1253573.125000 Penalty: 4879.139160
	Iteration 21Q: 3 clusters Score -1253573 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1253574.375000 Penalty: 4879.139160
	Iteration 22Q: 3 clusters Score -1253574 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16574 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1253576.875000 Penalty: 4879.139160
	Iteration 23Q: 3 clusters Score -1253577 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16582 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1253579.625000 Penalty: 4879.139160
	Iteration 24Q: 3 clusters Score -1253580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16591 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1253580.625000 Penalty: 4879.139160
	Iteration 25Q: 3 clusters Score -1253581 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16598 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1253584.625000 Penalty: 4879.139160
	Iteration 26Q: 3 clusters Score -1253585 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16605 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1253582.875000 Penalty: 4879.139160
	Iteration 27Q: 3 clusters Score -1253583 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1253583.875000 Penalty: 4879.139160
	Iteration 28Q: 3 clusters Score -1253584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1253583.875000 Penalty: 4879.139160
	Iteration 29F: 3 clusters Score -1253584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 80642 members 
Mstep: Class 2 contains 3773 members 
Mstep: Class 3 contains 6615 members 
Mstep: Class 4 contains 2408 members 
Mstep: Class 5 contains 17726 members 
Mstep: Class 6 contains 14795 members 
Mstep: Class 7 contains 16610 members 
Mstep: Class 8 contains 7728 members 
Mstep: Class 9 contains 69036 members 
Mstep: Class 10 contains 75504 members 
Mstep: Class 11 contains 4794 members 
Mstep: Class 12 contains 9055 members 
Mstep: Class 13 contains 13983 members 
Mstep: Class 14 contains 57344 members 
Mstep: Class 15 contains 7403 members 
Mstep: Class 16 contains 11340 members 
Mstep: Class 17 contains 156801 members 
Mstep: Class 18 contains 13228 members 
Mstep: Class 19 contains 132878 members 
Mstep: Class 20 contains 26621 members 
Mstep: Class 21 contains 4580 members 
Mstep: Class 22 contains 15985 members 
Mstep: Class 23 contains 712120 members 
Mstep: Class 24 contains 2103 members 
Entering Unmasked Estep 
Score: -111872360.000000 Penalty: 84494.976562
Splitting cluster 7 changes total score from -111869616.000000 to -111872360.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 8 (7728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Entering Unmasked Estep 
Score: -598348.937500 Penalty: 2220.246094
	Iteration 0F: 2 clusters Score -598348.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -592119.375000 Penalty: 4440.492188
	Iteration 0F: 3 clusters Score -592119.4 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -593818.562500 Penalty: 4440.492188
	Iteration 1F: 3 clusters Score -593818.6 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -594194.250000 Penalty: 4440.492188
	Iteration 2F: 3 clusters Score -594194.2 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -594560.812500 Penalty: 4440.492188
	Iteration 3F: 3 clusters Score -594560.8 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -595014.062500 Penalty: 4440.492188
	Iteration 4F: 3 clusters Score -595014.1 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -595694.687500 Penalty: 4440.492188
	Iteration 5F: 3 clusters Score -595694.7 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -596639.812500 Penalty: 4440.492188
	Iteration 6F: 3 clusters Score -596639.8 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -597689.500000 Penalty: 4440.492188
	Iteration 7F: 3 clusters Score -597689.5 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -598338.000000 Penalty: 4440.492188
	Iteration 8F: 3 clusters Score -598338 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -598615.187500 Penalty: 4440.492188
	Iteration 9Q: 3 clusters Score -598615.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -598740.062500 Penalty: 4440.492188
	Iteration 10Q: 3 clusters Score -598740.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -598805.000000 Penalty: 4440.492188
	Iteration 11Q: 3 clusters Score -598805 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -598851.000000 Penalty: 4440.492188
	Iteration 12Q: 3 clusters Score -598851 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -598879.500000 Penalty: 4440.492188
	Iteration 13Q: 3 clusters Score -598879.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -598902.875000 Penalty: 4440.492188
	Iteration 14Q: 3 clusters Score -598902.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -598916.750000 Penalty: 4440.492188
	Iteration 15Q: 3 clusters Score -598916.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -598922.375000 Penalty: 4440.492188
	Iteration 16Q: 3 clusters Score -598922.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -598922.187500 Penalty: 4440.492188
	Iteration 17Q: 3 clusters Score -598922.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -598924.250000 Penalty: 4440.492188
	Iteration 18Q: 3 clusters Score -598924.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -598925.625000 Penalty: 4440.492188
	Iteration 19Q: 3 clusters Score -598925.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -598924.687500 Penalty: 4440.492188
	Iteration 20F: 3 clusters Score -598924.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -598924.437500 Penalty: 4440.492188
	Iteration 21Q: 3 clusters Score -598924.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -598924.437500 Penalty: 4440.492188
	Iteration 22F: 3 clusters Score -598924.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 80642 members 
Mstep: Class 2 contains 3773 members 
Mstep: Class 3 contains 6615 members 
Mstep: Class 4 contains 2408 members 
Mstep: Class 5 contains 17726 members 
Mstep: Class 6 contains 14795 members 
Mstep: Class 7 contains 16610 members 
Mstep: Class 8 contains 3443 members 
Mstep: Class 9 contains 69036 members 
Mstep: Class 10 contains 75504 members 
Mstep: Class 11 contains 4794 members 
Mstep: Class 12 contains 9055 members 
Mstep: Class 13 contains 13983 members 
Mstep: Class 14 contains 57344 members 
Mstep: Class 15 contains 7403 members 
Mstep: Class 16 contains 11340 members 
Mstep: Class 17 contains 156801 members 
Mstep: Class 18 contains 13228 members 
Mstep: Class 19 contains 132878 members 
Mstep: Class 20 contains 26621 members 
Mstep: Class 21 contains 4580 members 
Mstep: Class 22 contains 15985 members 
Mstep: Class 23 contains 712120 members 
Mstep: Class 24 contains 2103 members 
Mstep: Class 25 contains 4285 members 
Entering Unmasked Estep 
Score: -111871696.000000 Penalty: 88015.593750
Splitting cluster 8 changes total score from -111869616.000000 to -111871696.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 9 (69036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69036 members 
Entering Unmasked Estep 
Score: -5341226.000000 Penalty: 2763.311035
	Iteration 0F: 2 clusters Score -5341226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34568 members 
Mstep: Class 2 contains 34468 members 
Entering Unmasked Estep 
Score: -5294914.000000 Penalty: 5526.622070
	Iteration 0F: 3 clusters Score -5294914 nChanged 32345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35579 members 
Mstep: Class 2 contains 33457 members 
Entering Unmasked Estep 
Score: -5313480.500000 Penalty: 5526.622070
	Iteration 1F: 3 clusters Score -5313480 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36152 members 
Mstep: Class 2 contains 32884 members 
Entering Unmasked Estep 
Score: -5314182.000000 Penalty: 5526.622070
	Iteration 2Q: 3 clusters Score -5314182 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36914 members 
Mstep: Class 2 contains 32122 members 
Entering Unmasked Estep 
Score: -5314914.000000 Penalty: 5526.622070
	Iteration 3Q: 3 clusters Score -5314914 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37969 members 
Mstep: Class 2 contains 31067 members 
Entering Unmasked Estep 
Score: -5315832.000000 Penalty: 5526.622070
	Iteration 4Q: 3 clusters Score -5315832 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39525 members 
Mstep: Class 2 contains 29511 members 
Entering Unmasked Estep 
Score: -5317075.000000 Penalty: 5526.622070
	Iteration 5Q: 3 clusters Score -5317075 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41665 members 
Mstep: Class 2 contains 27371 members 
Entering Unmasked Estep 
Score: -5318666.500000 Penalty: 5526.622070
	Iteration 6Q: 3 clusters Score -5318666 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44542 members 
Mstep: Class 2 contains 24494 members 
Entering Unmasked Estep 
Score: -5320746.000000 Penalty: 5526.622070
	Iteration 7F: 3 clusters Score -5320746 nChanged 4365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48153 members 
Mstep: Class 2 contains 20883 members 
Entering Unmasked Estep 
Score: -5323587.000000 Penalty: 5526.622070
	Iteration 8F: 3 clusters Score -5323587 nChanged 4575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52262 members 
Mstep: Class 2 contains 16774 members 
Entering Unmasked Estep 
Score: -5327169.000000 Penalty: 5526.622070
	Iteration 9F: 3 clusters Score -5327169 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56188 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -5330885.500000 Penalty: 5526.622070
	Iteration 10F: 3 clusters Score -5330886 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59216 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -5334330.500000 Penalty: 5526.622070
	Iteration 11Q: 3 clusters Score -5334330 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60989 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -5336555.500000 Penalty: 5526.622070
	Iteration 12Q: 3 clusters Score -5336556 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61962 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -5337607.000000 Penalty: 5526.622070
	Iteration 13Q: 3 clusters Score -5337607 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62651 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -5338127.500000 Penalty: 5526.622070
	Iteration 14Q: 3 clusters Score -5338128 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63151 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -5338399.500000 Penalty: 5526.622070
	Iteration 15Q: 3 clusters Score -5338400 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63545 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -5338552.000000 Penalty: 5526.622070
	Iteration 16Q: 3 clusters Score -5338552 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63887 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -5338677.500000 Penalty: 5526.622070
	Iteration 17Q: 3 clusters Score -5338678 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64150 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -5338782.000000 Penalty: 5526.622070
	Iteration 18Q: 3 clusters Score -5338782 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64371 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -5338847.000000 Penalty: 5526.622070
	Iteration 19Q: 3 clusters Score -5338847 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64568 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -5338878.500000 Penalty: 5526.622070
	Iteration 20F: 3 clusters Score -5338878 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64717 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -5338910.500000 Penalty: 5526.622070
	Iteration 21Q: 3 clusters Score -5338910 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64859 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -5338954.000000 Penalty: 5526.622070
	Iteration 22Q: 3 clusters Score -5338954 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64977 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -5338978.500000 Penalty: 5526.622070
	Iteration 23Q: 3 clusters Score -5338978 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65074 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -5339001.500000 Penalty: 5526.622070
	Iteration 24Q: 3 clusters Score -5339002 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65143 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -5339018.500000 Penalty: 5526.622070
	Iteration 25Q: 3 clusters Score -5339018 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65208 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -5339035.000000 Penalty: 5526.622070
	Iteration 26Q: 3 clusters Score -5339035 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65257 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -5339033.500000 Penalty: 5526.622070
	Iteration 27Q: 3 clusters Score -5339034 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65303 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -5339036.500000 Penalty: 5526.622070
	Iteration 28Q: 3 clusters Score -5339036 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65350 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -5339041.000000 Penalty: 5526.622070
	Iteration 29Q: 3 clusters Score -5339041 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65380 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -5339037.000000 Penalty: 5526.622070
	Iteration 30Q: 3 clusters Score -5339037 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65404 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -5339048.000000 Penalty: 5526.622070
	Iteration 31Q: 3 clusters Score -5339048 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65426 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -5339059.000000 Penalty: 5526.622070
	Iteration 32Q: 3 clusters Score -5339059 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65443 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -5339057.000000 Penalty: 5526.622070
	Iteration 33Q: 3 clusters Score -5339057 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65462 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -5339055.000000 Penalty: 5526.622070
	Iteration 34Q: 3 clusters Score -5339055 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65471 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -5339053.000000 Penalty: 5526.622070
	Iteration 35Q: 3 clusters Score -5339053 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65481 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -5339053.000000 Penalty: 5526.622070
	Iteration 36Q: 3 clusters Score -5339053 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65487 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -5339054.500000 Penalty: 5526.622070
	Iteration 37Q: 3 clusters Score -5339054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65489 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -5339052.000000 Penalty: 5526.622070
	Iteration 38Q: 3 clusters Score -5339052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65489 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -5339052.000000 Penalty: 5526.622070
	Iteration 39F: 3 clusters Score -5339052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (75504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75504 members 
Entering Unmasked Estep 
Score: -6089366.500000 Penalty: 2785.521484
	Iteration 0F: 2 clusters Score -6089366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37822 members 
Mstep: Class 2 contains 37682 members 
Entering Unmasked Estep 
Score: -6038834.000000 Penalty: 5571.042969
	Iteration 0F: 3 clusters Score -6038834 nChanged 35445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38369 members 
Mstep: Class 2 contains 37135 members 
Entering Unmasked Estep 
Score: -6059270.500000 Penalty: 5571.042969
	Iteration 1F: 3 clusters Score -6059270 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38950 members 
Mstep: Class 2 contains 36554 members 
Entering Unmasked Estep 
Score: -6060590.000000 Penalty: 5571.042969
	Iteration 2Q: 3 clusters Score -6060590 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39666 members 
Mstep: Class 2 contains 35838 members 
Entering Unmasked Estep 
Score: -6062350.000000 Penalty: 5571.042969
	Iteration 3Q: 3 clusters Score -6062350 nChanged 4038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40612 members 
Mstep: Class 2 contains 34892 members 
Entering Unmasked Estep 
Score: -6064708.000000 Penalty: 5571.042969
	Iteration 4F: 3 clusters Score -6064708 nChanged 4452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41584 members 
Mstep: Class 2 contains 33920 members 
Entering Unmasked Estep 
Score: -6067455.500000 Penalty: 5571.042969
	Iteration 5F: 3 clusters Score -6067456 nChanged 4461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42301 members 
Mstep: Class 2 contains 33203 members 
Entering Unmasked Estep 
Score: -6070227.500000 Penalty: 5571.042969
	Iteration 6F: 3 clusters Score -6070228 nChanged 4558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42655 members 
Mstep: Class 2 contains 32849 members 
Entering Unmasked Estep 
Score: -6073239.500000 Penalty: 5571.042969
	Iteration 7F: 3 clusters Score -6073240 nChanged 4367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42622 members 
Mstep: Class 2 contains 32882 members 
Entering Unmasked Estep 
Score: -6076172.000000 Penalty: 5571.042969
	Iteration 8F: 3 clusters Score -6076172 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42216 members 
Mstep: Class 2 contains 33288 members 
Entering Unmasked Estep 
Score: -6078500.500000 Penalty: 5571.042969
	Iteration 9F: 3 clusters Score -6078500 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41627 members 
Mstep: Class 2 contains 33877 members 
Entering Unmasked Estep 
Score: -6079963.000000 Penalty: 5571.042969
	Iteration 10Q: 3 clusters Score -6079963 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41215 members 
Mstep: Class 2 contains 34289 members 
Entering Unmasked Estep 
Score: -6080597.500000 Penalty: 5571.042969
	Iteration 11Q: 3 clusters Score -6080598 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40905 members 
Mstep: Class 2 contains 34599 members 
Entering Unmasked Estep 
Score: -6080863.000000 Penalty: 5571.042969
	Iteration 12Q: 3 clusters Score -6080863 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40679 members 
Mstep: Class 2 contains 34825 members 
Entering Unmasked Estep 
Score: -6080999.500000 Penalty: 5571.042969
	Iteration 13Q: 3 clusters Score -6081000 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40512 members 
Mstep: Class 2 contains 34992 members 
Entering Unmasked Estep 
Score: -6081097.500000 Penalty: 5571.042969
	Iteration 14Q: 3 clusters Score -6081098 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40372 members 
Mstep: Class 2 contains 35132 members 
Entering Unmasked Estep 
Score: -6081148.000000 Penalty: 5571.042969
	Iteration 15Q: 3 clusters Score -6081148 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40252 members 
Mstep: Class 2 contains 35252 members 
Entering Unmasked Estep 
Score: -6081210.000000 Penalty: 5571.042969
	Iteration 16Q: 3 clusters Score -6081210 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40138 members 
Mstep: Class 2 contains 35366 members 
Entering Unmasked Estep 
Score: -6081267.500000 Penalty: 5571.042969
	Iteration 17Q: 3 clusters Score -6081268 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40006 members 
Mstep: Class 2 contains 35498 members 
Entering Unmasked Estep 
Score: -6081323.500000 Penalty: 5571.042969
	Iteration 18Q: 3 clusters Score -6081324 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39898 members 
Mstep: Class 2 contains 35606 members 
Entering Unmasked Estep 
Score: -6081340.500000 Penalty: 5571.042969
	Iteration 19Q: 3 clusters Score -6081340 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39761 members 
Mstep: Class 2 contains 35743 members 
Entering Unmasked Estep 
Score: -6081363.500000 Penalty: 5571.042969
	Iteration 20F: 3 clusters Score -6081364 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39647 members 
Mstep: Class 2 contains 35857 members 
Entering Unmasked Estep 
Score: -6081388.500000 Penalty: 5571.042969
	Iteration 21Q: 3 clusters Score -6081388 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39524 members 
Mstep: Class 2 contains 35980 members 
Entering Unmasked Estep 
Score: -6081419.000000 Penalty: 5571.042969
	Iteration 22Q: 3 clusters Score -6081419 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39426 members 
Mstep: Class 2 contains 36078 members 
Entering Unmasked Estep 
Score: -6081419.500000 Penalty: 5571.042969
	Iteration 23Q: 3 clusters Score -6081420 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39357 members 
Mstep: Class 2 contains 36147 members 
Entering Unmasked Estep 
Score: -6081434.500000 Penalty: 5571.042969
	Iteration 24Q: 3 clusters Score -6081434 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39305 members 
Mstep: Class 2 contains 36199 members 
Entering Unmasked Estep 
Score: -6081458.000000 Penalty: 5571.042969
	Iteration 25Q: 3 clusters Score -6081458 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39271 members 
Mstep: Class 2 contains 36233 members 
Entering Unmasked Estep 
Score: -6081479.500000 Penalty: 5571.042969
	Iteration 26Q: 3 clusters Score -6081480 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39211 members 
Mstep: Class 2 contains 36293 members 
Entering Unmasked Estep 
Score: -6081480.000000 Penalty: 5571.042969
	Iteration 27Q: 3 clusters Score -6081480 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39148 members 
Mstep: Class 2 contains 36356 members 
Entering Unmasked Estep 
Score: -6081489.000000 Penalty: 5571.042969
	Iteration 28Q: 3 clusters Score -6081489 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39089 members 
Mstep: Class 2 contains 36415 members 
Entering Unmasked Estep 
Score: -6081480.000000 Penalty: 5571.042969
	Iteration 29Q: 3 clusters Score -6081480 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39037 members 
Mstep: Class 2 contains 36467 members 
Entering Unmasked Estep 
Score: -6081488.000000 Penalty: 5571.042969
	Iteration 30Q: 3 clusters Score -6081488 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38984 members 
Mstep: Class 2 contains 36520 members 
Entering Unmasked Estep 
Score: -6081477.000000 Penalty: 5571.042969
	Iteration 31Q: 3 clusters Score -6081477 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38921 members 
Mstep: Class 2 contains 36583 members 
Entering Unmasked Estep 
Score: -6081477.500000 Penalty: 5571.042969
	Iteration 32Q: 3 clusters Score -6081478 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38873 members 
Mstep: Class 2 contains 36631 members 
Entering Unmasked Estep 
Score: -6081479.500000 Penalty: 5571.042969
	Iteration 33Q: 3 clusters Score -6081480 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38819 members 
Mstep: Class 2 contains 36685 members 
Entering Unmasked Estep 
Score: -6081489.000000 Penalty: 5571.042969
	Iteration 34Q: 3 clusters Score -6081489 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38767 members 
Mstep: Class 2 contains 36737 members 
Entering Unmasked Estep 
Score: -6081493.500000 Penalty: 5571.042969
	Iteration 35Q: 3 clusters Score -6081494 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38719 members 
Mstep: Class 2 contains 36785 members 
Entering Unmasked Estep 
Score: -6081492.500000 Penalty: 5571.042969
	Iteration 36Q: 3 clusters Score -6081492 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38674 members 
Mstep: Class 2 contains 36830 members 
Entering Unmasked Estep 
Score: -6081502.500000 Penalty: 5571.042969
	Iteration 37Q: 3 clusters Score -6081502 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38635 members 
Mstep: Class 2 contains 36869 members 
Entering Unmasked Estep 
Score: -6081495.500000 Penalty: 5571.042969
	Iteration 38Q: 3 clusters Score -6081496 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38591 members 
Mstep: Class 2 contains 36913 members 
Entering Unmasked Estep 
Score: -6081492.000000 Penalty: 5571.042969
	Iteration 39Q: 3 clusters Score -6081492 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38534 members 
Mstep: Class 2 contains 36970 members 
Entering Unmasked Estep 
Score: -6081489.500000 Penalty: 5571.042969
	Iteration 40F: 3 clusters Score -6081490 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38482 members 
Mstep: Class 2 contains 37022 members 
Entering Unmasked Estep 
Score: -6081494.000000 Penalty: 5571.042969
	Iteration 41Q: 3 clusters Score -6081494 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38430 members 
Mstep: Class 2 contains 37074 members 
Entering Unmasked Estep 
Score: -6081494.500000 Penalty: 5571.042969
	Iteration 42Q: 3 clusters Score -6081494 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38371 members 
Mstep: Class 2 contains 37133 members 
Entering Unmasked Estep 
Score: -6081488.000000 Penalty: 5571.042969
	Iteration 43Q: 3 clusters Score -6081488 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38327 members 
Mstep: Class 2 contains 37177 members 
Entering Unmasked Estep 
Score: -6081479.000000 Penalty: 5571.042969
	Iteration 44Q: 3 clusters Score -6081479 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38295 members 
Mstep: Class 2 contains 37209 members 
Entering Unmasked Estep 
Score: -6081486.000000 Penalty: 5571.042969
	Iteration 45Q: 3 clusters Score -6081486 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38259 members 
Mstep: Class 2 contains 37245 members 
Entering Unmasked Estep 
Score: -6081474.500000 Penalty: 5571.042969
	Iteration 46Q: 3 clusters Score -6081474 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38232 members 
Mstep: Class 2 contains 37272 members 
Entering Unmasked Estep 
Score: -6081466.000000 Penalty: 5571.042969
	Iteration 47Q: 3 clusters Score -6081466 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38202 members 
Mstep: Class 2 contains 37302 members 
Entering Unmasked Estep 
Score: -6081465.500000 Penalty: 5571.042969
	Iteration 48Q: 3 clusters Score -6081466 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38174 members 
Mstep: Class 2 contains 37330 members 
Entering Unmasked Estep 
Score: -6081468.000000 Penalty: 5571.042969
	Iteration 49Q: 3 clusters Score -6081468 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38152 members 
Mstep: Class 2 contains 37352 members 
Entering Unmasked Estep 
Score: -6081462.000000 Penalty: 5571.042969
	Iteration 50Q: 3 clusters Score -6081462 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38129 members 
Mstep: Class 2 contains 37375 members 
Entering Unmasked Estep 
Score: -6081465.500000 Penalty: 5571.042969
	Iteration 51Q: 3 clusters Score -6081466 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38106 members 
Mstep: Class 2 contains 37398 members 
Entering Unmasked Estep 
Score: -6081472.000000 Penalty: 5571.042969
	Iteration 52Q: 3 clusters Score -6081472 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38079 members 
Mstep: Class 2 contains 37425 members 
Entering Unmasked Estep 
Score: -6081469.000000 Penalty: 5571.042969
	Iteration 53Q: 3 clusters Score -6081469 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38058 members 
Mstep: Class 2 contains 37446 members 
Entering Unmasked Estep 
Score: -6081478.500000 Penalty: 5571.042969
	Iteration 54Q: 3 clusters Score -6081478 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38032 members 
Mstep: Class 2 contains 37472 members 
Entering Unmasked Estep 
Score: -6081484.000000 Penalty: 5571.042969
	Iteration 55Q: 3 clusters Score -6081484 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38013 members 
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -6081484 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37995 members 
Mstep: Class 2 contains 37509 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -6081494 nChanged 14
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Mstep: Class 1 contains 37981 members 
Mstep: Class 2 contains 37523 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -6081484 nChanged 15
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Mstep: Class 1 contains 37966 members 
Mstep: Class 2 contains 37538 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -6081483 nChanged 16
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Mstep: Class 1 contains 37950 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -6081484 nChanged 17
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Mstep: Class 1 contains 37933 members 
Mstep: Class 2 contains 37571 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -6081480 nChanged 22
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Mstep: Class 1 contains 37913 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -6081498 nChanged 30
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Mstep: Class 1 contains 37883 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -6081487 nChanged 25
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Mstep: Class 1 contains 37860 members 
Mstep: Class 2 contains 37644 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -6081479 nChanged 27
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Mstep: Class 2 contains 37671 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -6081500 nChanged 36
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Mstep: Class 1 contains 37769 members 
Mstep: Class 2 contains 37735 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -6081513 nChanged 33
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -6081514 nChanged 34
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -6081514 nChanged 34
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Mstep: Class 1 contains 37668 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -6081503 nChanged 41
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Mstep: Class 1 contains 37629 members 
Mstep: Class 2 contains 37875 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -6081519 nChanged 53
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -6081508 nChanged 57
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Mstep: Class 1 contains 37519 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -6081512 nChanged 63
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -6081532 nChanged 70
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -6081528 nChanged 83
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Mstep: Class 1 contains 37251 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -6081520 nChanged 79
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -6081550 nChanged 86
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -6081558 nChanged 98
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Mstep: Class 1 contains 36804 members 
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	Iteration 82Q: 3 clusters Score -6081542 nChanged 120
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Mstep: Class 1 contains 36690 members 
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	Iteration 83Q: 3 clusters Score -6081548 nChanged 126
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Entering Unmasked Estep 
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Mstep: Class 1 contains 34770 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 34009 members 
Mstep: Class 2 contains 41495 members 
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	Iteration 100F: 3 clusters Score -6081760 nChanged 240
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	Iteration 114Q: 3 clusters Score -6082322 nChanged 545
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Mstep: Class 1 contains 28432 members 
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	Iteration 119Q: 3 clusters Score -6082940 nChanged 757
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	Iteration 120F: 3 clusters Score -6083103 nChanged 837
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Mstep: Class 1 contains 24332 members 
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	Iteration 121Q: 3 clusters Score -6083326 nChanged 832
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	Iteration 122Q: 3 clusters Score -6083538 nChanged 902
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	Iteration 124Q: 3 clusters Score -6084027 nChanged 924
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	Iteration 125Q: 3 clusters Score -6084320 nChanged 918
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	Iteration 126Q: 3 clusters Score -6084572 nChanged 929
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	Iteration 127Q: 3 clusters Score -6084870 nChanged 934
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	Iteration 128Q: 3 clusters Score -6085152 nChanged 883
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Mstep: Class 2 contains 58341 members 
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	Iteration 148Q: 3 clusters Score -6087216 nChanged 196
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Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 66746 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 66929 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 67092 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 67237 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 67377 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 67535 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 67682 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 67817 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 67931 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 68047 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 68154 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 68266 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 68357 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 68452 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 68534 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 68607 members 
Entering Unmasked Estep 
Score: -6087455.500000 Penalty: 5571.042969
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 68672 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 68730 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 68803 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 68880 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 68952 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -6087491 nChanged 65
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 69017 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 69069 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 69121 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 69170 members 
Entering Unmasked Estep 
Score: -6087515.000000 Penalty: 5571.042969
	Iteration 173Q: 3 clusters Score -6087515 nChanged 57
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 69225 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -6087521 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 69276 members 
Entering Unmasked Estep 
Score: -6087518.500000 Penalty: 5571.042969
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 69319 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -6087526 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 69363 members 
Entering Unmasked Estep 
Score: -6087532.500000 Penalty: 5571.042969
	Iteration 177Q: 3 clusters Score -6087532 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 69393 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -6087544 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 69418 members 
Entering Unmasked Estep 
Score: -6087540.000000 Penalty: 5571.042969
	Iteration 179Q: 3 clusters Score -6087540 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 69445 members 
Entering Unmasked Estep 
Score: -6087548.000000 Penalty: 5571.042969
	Iteration 180F: 3 clusters Score -6087548 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 69470 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -6087540 nChanged 19
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 69489 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -6087545 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 69506 members 
Entering Unmasked Estep 
Score: -6087538.000000 Penalty: 5571.042969
	Iteration 183Q: 3 clusters Score -6087538 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 69517 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -6087542 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 69524 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -6087544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 69532 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -6087550 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 69542 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -6087545 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 69553 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -6087550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 69561 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -6087551 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 69574 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -6087546 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 69588 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -6087546 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 69602 members 
Entering Unmasked Estep 
Score: -6087557.500000 Penalty: 5571.042969
	Iteration 192Q: 3 clusters Score -6087558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 69608 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -6087550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 69616 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -6087554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 69620 members 
Entering Unmasked Estep 
Score: -6087560.500000 Penalty: 5571.042969
	Iteration 195Q: 3 clusters Score -6087560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 69627 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -6087556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 69629 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -6087555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 69632 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -6087552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 69638 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -6087563 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 69646 members 
Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -6087570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 69655 members 
Entering Unmasked Estep 
Score: -6087572.000000 Penalty: 5571.042969
	Iteration 201Q: 3 clusters Score -6087572 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 69670 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -6087574 nChanged 11
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Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 69681 members 
Entering Unmasked Estep 
Score: -6087562.000000 Penalty: 5571.042969
	Iteration 203Q: 3 clusters Score -6087562 nChanged 8
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Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 69689 members 
Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -6087554 nChanged 10
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Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 69699 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -6087558 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 69709 members 
Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -6087560 nChanged 10
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Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 69719 members 
Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -6087552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 69727 members 
Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -6087563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 69731 members 
Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -6087550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 69735 members 
Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -6087558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 69740 members 
Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -6087550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 69743 members 
Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -6087550 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 69746 members 
Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -6087554 nChanged 4
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Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 69750 members 
Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -6087554 nChanged 2
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Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 69752 members 
Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -6087555 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 69755 members 
Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -6087556 nChanged 5
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Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 69760 members 
Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -6087553 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 69765 members 
Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -6087550 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 69770 members 
Entering Unmasked Estep 
Score: -6087552.000000 Penalty: 5571.042969
	Iteration 219Q: 3 clusters Score -6087552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 69777 members 
Entering Unmasked Estep 
Score: -6087551.000000 Penalty: 5571.042969
	Iteration 220F: 3 clusters Score -6087551 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 69788 members 
Entering Unmasked Estep 
Score: -6087543.000000 Penalty: 5571.042969
	Iteration 221Q: 3 clusters Score -6087543 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 69795 members 
Entering Unmasked Estep 
Score: -6087539.500000 Penalty: 5571.042969
	Iteration 222Q: 3 clusters Score -6087540 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 69800 members 
Entering Unmasked Estep 
Score: -6087545.000000 Penalty: 5571.042969
	Iteration 223Q: 3 clusters Score -6087545 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 69807 members 
Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -6087550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 69815 members 
Entering Unmasked Estep 
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	Iteration 225Q: 3 clusters Score -6087550 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 69829 members 
Entering Unmasked Estep 
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	Iteration 226Q: 3 clusters Score -6087548 nChanged 17
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Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 69846 members 
Entering Unmasked Estep 
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	Iteration 227Q: 3 clusters Score -6087544 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 69864 members 
Entering Unmasked Estep 
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	Iteration 228Q: 3 clusters Score -6087546 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 69879 members 
Entering Unmasked Estep 
Score: -6087557.500000 Penalty: 5571.042969
	Iteration 229Q: 3 clusters Score -6087558 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 69895 members 
Entering Unmasked Estep 
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	Iteration 230Q: 3 clusters Score -6087554 nChanged 12
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Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 69907 members 
Entering Unmasked Estep 
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	Iteration 231Q: 3 clusters Score -6087558 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 69916 members 
Entering Unmasked Estep 
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	Iteration 232Q: 3 clusters Score -6087548 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 69928 members 
Entering Unmasked Estep 
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	Iteration 233Q: 3 clusters Score -6087554 nChanged 5
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Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 69933 members 
Entering Unmasked Estep 
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	Iteration 234Q: 3 clusters Score -6087554 nChanged 8
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Mstep: Class 1 contains 5565 members 
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Entering Unmasked Estep 
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	Iteration 235Q: 3 clusters Score -6087558 nChanged 8
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Mstep: Class 1 contains 5557 members 
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Entering Unmasked Estep 
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	Iteration 236Q: 3 clusters Score -6087556 nChanged 6
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Mstep: Class 1 contains 5551 members 
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Entering Unmasked Estep 
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	Iteration 237Q: 3 clusters Score -6087566 nChanged 9
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Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 69962 members 
Entering Unmasked Estep 
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	Iteration 238Q: 3 clusters Score -6087564 nChanged 8
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Mstep: Class 1 contains 5534 members 
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Entering Unmasked Estep 
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	Iteration 239Q: 3 clusters Score -6087564 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
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Entering Unmasked Estep 
Score: -6087561.500000 Penalty: 5571.042969
	Iteration 240F: 3 clusters Score -6087562 nChanged 7
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Mstep: Class 1 contains 5519 members 
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Entering Unmasked Estep 
Score: -6087559.500000 Penalty: 5571.042969
	Iteration 241Q: 3 clusters Score -6087560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 69990 members 
Entering Unmasked Estep 
Score: -6087561.000000 Penalty: 5571.042969
	Iteration 242Q: 3 clusters Score -6087561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 69992 members 
Entering Unmasked Estep 
Score: -6087560.000000 Penalty: 5571.042969
	Iteration 243Q: 3 clusters Score -6087560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 69993 members 
Entering Unmasked Estep 
Score: -6087560.000000 Penalty: 5571.042969
	Iteration 244Q: 3 clusters Score -6087560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 69995 members 
Entering Unmasked Estep 
Score: -6087559.000000 Penalty: 5571.042969
	Iteration 245Q: 3 clusters Score -6087559 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 69995 members 
Entering Unmasked Estep 
Score: -6087559.000000 Penalty: 5571.042969
	Iteration 246F: 3 clusters Score -6087559 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Entering Unmasked Estep 
Score: -378416.062500 Penalty: 2101.829834
	Iteration 0F: 2 clusters Score -378416.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -374042.218750 Penalty: 4203.659668
	Iteration 0F: 3 clusters Score -374042.2 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -375027.875000 Penalty: 4203.659668
	Iteration 1F: 3 clusters Score -375027.9 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -375248.312500 Penalty: 4203.659668
	Iteration 2F: 3 clusters Score -375248.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -375397.812500 Penalty: 4203.659668
	Iteration 3F: 3 clusters Score -375397.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -375523.312500 Penalty: 4203.659668
	Iteration 4Q: 3 clusters Score -375523.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -375629.343750 Penalty: 4203.659668
	Iteration 5Q: 3 clusters Score -375629.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -375707.750000 Penalty: 4203.659668
	Iteration 6Q: 3 clusters Score -375707.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -375794.000000 Penalty: 4203.659668
	Iteration 7Q: 3 clusters Score -375794 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -375878.843750 Penalty: 4203.659668
	Iteration 8Q: 3 clusters Score -375878.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -375977.625000 Penalty: 4203.659668
	Iteration 9Q: 3 clusters Score -375977.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -376085.281250 Penalty: 4203.659668
	Iteration 10Q: 3 clusters Score -376085.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -376202.312500 Penalty: 4203.659668
	Iteration 11Q: 3 clusters Score -376202.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -376320.406250 Penalty: 4203.659668
	Iteration 12Q: 3 clusters Score -376320.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -376424.531250 Penalty: 4203.659668
	Iteration 13Q: 3 clusters Score -376424.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -376522.312500 Penalty: 4203.659668
	Iteration 14Q: 3 clusters Score -376522.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -376606.593750 Penalty: 4203.659668
	Iteration 15Q: 3 clusters Score -376606.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -376683.812500 Penalty: 4203.659668
	Iteration 16Q: 3 clusters Score -376683.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -376744.468750 Penalty: 4203.659668
	Iteration 17Q: 3 clusters Score -376744.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -376789.750000 Penalty: 4203.659668
	Iteration 18Q: 3 clusters Score -376789.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -376833.906250 Penalty: 4203.659668
	Iteration 19Q: 3 clusters Score -376833.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -376866.375000 Penalty: 4203.659668
	Iteration 20F: 3 clusters Score -376866.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -376906.093750 Penalty: 4203.659668
	Iteration 21Q: 3 clusters Score -376906.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -376935.968750 Penalty: 4203.659668
	Iteration 22Q: 3 clusters Score -376936 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -376953.593750 Penalty: 4203.659668
	Iteration 23Q: 3 clusters Score -376953.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -376965.156250 Penalty: 4203.659668
	Iteration 24Q: 3 clusters Score -376965.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -376974.000000 Penalty: 4203.659668
	Iteration 25Q: 3 clusters Score -376974 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -376982.750000 Penalty: 4203.659668
	Iteration 26Q: 3 clusters Score -376982.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -376995.062500 Penalty: 4203.659668
	Iteration 27Q: 3 clusters Score -376995.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -376999.906250 Penalty: 4203.659668
	Iteration 28Q: 3 clusters Score -376999.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -377003.843750 Penalty: 4203.659668
	Iteration 29Q: 3 clusters Score -377003.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -377006.875000 Penalty: 4203.659668
	Iteration 30Q: 3 clusters Score -377006.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -377006.875000 Penalty: 4203.659668
	Iteration 31F: 3 clusters Score -377006.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (9055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Entering Unmasked Estep 
Score: -690760.312500 Penalty: 2259.545898
	Iteration 0F: 2 clusters Score -690760.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -683734.750000 Penalty: 4519.091797
	Iteration 0F: 3 clusters Score -683734.8 nChanged 3738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -685690.187500 Penalty: 4519.091797
	Iteration 1F: 3 clusters Score -685690.2 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -686013.062500 Penalty: 4519.091797
	Iteration 2F: 3 clusters Score -686013.1 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -686222.750000 Penalty: 4519.091797
	Iteration 3F: 3 clusters Score -686222.8 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -686396.500000 Penalty: 4519.091797
	Iteration 4Q: 3 clusters Score -686396.5 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -686558.062500 Penalty: 4519.091797
	Iteration 5Q: 3 clusters Score -686558.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -686727.062500 Penalty: 4519.091797
	Iteration 6Q: 3 clusters Score -686727.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -686880.937500 Penalty: 4519.091797
	Iteration 7Q: 3 clusters Score -686880.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -687037.625000 Penalty: 4519.091797
	Iteration 8Q: 3 clusters Score -687037.6 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -687209.625000 Penalty: 4519.091797
	Iteration 9Q: 3 clusters Score -687209.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -687366.625000 Penalty: 4519.091797
	Iteration 10Q: 3 clusters Score -687366.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -687547.625000 Penalty: 4519.091797
	Iteration 11Q: 3 clusters Score -687547.6 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -687761.812500 Penalty: 4519.091797
	Iteration 12Q: 3 clusters Score -687761.8 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -687989.062500 Penalty: 4519.091797
	Iteration 13Q: 3 clusters Score -687989.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -688226.500000 Penalty: 4519.091797
	Iteration 14Q: 3 clusters Score -688226.5 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -688519.437500 Penalty: 4519.091797
	Iteration 15Q: 3 clusters Score -688519.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -688817.875000 Penalty: 4519.091797
	Iteration 16Q: 3 clusters Score -688817.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -689030.687500 Penalty: 4519.091797
	Iteration 17Q: 3 clusters Score -689030.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -689199.437500 Penalty: 4519.091797
	Iteration 18Q: 3 clusters Score -689199.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -689302.937500 Penalty: 4519.091797
	Iteration 19Q: 3 clusters Score -689302.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -689372.437500 Penalty: 4519.091797
	Iteration 20F: 3 clusters Score -689372.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -689422.125000 Penalty: 4519.091797
	Iteration 21Q: 3 clusters Score -689422.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -689451.875000 Penalty: 4519.091797
	Iteration 22Q: 3 clusters Score -689451.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -689473.937500 Penalty: 4519.091797
	Iteration 23Q: 3 clusters Score -689473.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -689498.000000 Penalty: 4519.091797
	Iteration 24Q: 3 clusters Score -689498 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -689511.562500 Penalty: 4519.091797
	Iteration 25Q: 3 clusters Score -689511.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -689523.125000 Penalty: 4519.091797
	Iteration 26Q: 3 clusters Score -689523.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -689527.875000 Penalty: 4519.091797
	Iteration 27Q: 3 clusters Score -689527.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -689535.187500 Penalty: 4519.091797
	Iteration 28Q: 3 clusters Score -689535.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -689536.062500 Penalty: 4519.091797
	Iteration 29Q: 3 clusters Score -689536.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -689535.062500 Penalty: 4519.091797
	Iteration 30Q: 3 clusters Score -689535.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -689537.437500 Penalty: 4519.091797
	Iteration 31Q: 3 clusters Score -689537.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -689537.312500 Penalty: 4519.091797
	Iteration 32Q: 3 clusters Score -689537.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -689538.312500 Penalty: 4519.091797
	Iteration 33Q: 3 clusters Score -689538.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -689538.500000 Penalty: 4519.091797
	Iteration 34Q: 3 clusters Score -689538.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -689540.750000 Penalty: 4519.091797
	Iteration 35Q: 3 clusters Score -689540.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -689540.750000 Penalty: 4519.091797
	Iteration 36F: 3 clusters Score -689540.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (13983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Entering Unmasked Estep 
Score: -1033463.062500 Penalty: 2367.308350
	Iteration 0F: 2 clusters Score -1033463 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 6950 members 
Entering Unmasked Estep 
Score: -1023184.125000 Penalty: 4734.616699
	Iteration 0F: 3 clusters Score -1023184 nChanged 6047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1026555.250000 Penalty: 4734.616699
	Iteration 1F: 3 clusters Score -1026555 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1027001.812500 Penalty: 4734.616699
	Iteration 2F: 3 clusters Score -1027002 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1027387.250000 Penalty: 4734.616699
	Iteration 3F: 3 clusters Score -1027387 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1027760.062500 Penalty: 4734.616699
	Iteration 4F: 3 clusters Score -1027760 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1028149.125000 Penalty: 4734.616699
	Iteration 5Q: 3 clusters Score -1028149 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1028583.375000 Penalty: 4734.616699
	Iteration 6Q: 3 clusters Score -1028583 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1029070.687500 Penalty: 4734.616699
	Iteration 7Q: 3 clusters Score -1029071 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1029539.562500 Penalty: 4734.616699
	Iteration 8Q: 3 clusters Score -1029540 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1030023.875000 Penalty: 4734.616699
	Iteration 9Q: 3 clusters Score -1030024 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1030469.312500 Penalty: 4734.616699
	Iteration 10Q: 3 clusters Score -1030469 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1030803.875000 Penalty: 4734.616699
	Iteration 11Q: 3 clusters Score -1030804 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1031018.437500 Penalty: 4734.616699
	Iteration 12Q: 3 clusters Score -1031018 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1031164.375000 Penalty: 4734.616699
	Iteration 13Q: 3 clusters Score -1031164 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1031276.687500 Penalty: 4734.616699
	Iteration 14Q: 3 clusters Score -1031277 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1031357.687500 Penalty: 4734.616699
	Iteration 15Q: 3 clusters Score -1031358 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1031391.250000 Penalty: 4734.616699
	Iteration 16Q: 3 clusters Score -1031391 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1031415.937500 Penalty: 4734.616699
	Iteration 17Q: 3 clusters Score -1031416 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1031427.687500 Penalty: 4734.616699
	Iteration 18Q: 3 clusters Score -1031428 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1031441.250000 Penalty: 4734.616699
	Iteration 19Q: 3 clusters Score -1031441 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1031455.437500 Penalty: 4734.616699
	Iteration 20F: 3 clusters Score -1031455 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1031472.000000 Penalty: 4734.616699
	Iteration 21Q: 3 clusters Score -1031472 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1031477.062500 Penalty: 4734.616699
	Iteration 22Q: 3 clusters Score -1031477 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1031487.875000 Penalty: 4734.616699
	Iteration 23Q: 3 clusters Score -1031488 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1031510.625000 Penalty: 4734.616699
	Iteration 24Q: 3 clusters Score -1031511 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1031523.437500 Penalty: 4734.616699
	Iteration 25Q: 3 clusters Score -1031523 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1031533.187500 Penalty: 4734.616699
	Iteration 26Q: 3 clusters Score -1031533 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1031544.062500 Penalty: 4734.616699
	Iteration 27Q: 3 clusters Score -1031544 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1031552.937500 Penalty: 4734.616699
	Iteration 28Q: 3 clusters Score -1031553 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1031562.000000 Penalty: 4734.616699
	Iteration 29Q: 3 clusters Score -1031562 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1031573.437500 Penalty: 4734.616699
	Iteration 30Q: 3 clusters Score -1031573 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1031580.875000 Penalty: 4734.616699
	Iteration 31Q: 3 clusters Score -1031581 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1031591.187500 Penalty: 4734.616699
	Iteration 32Q: 3 clusters Score -1031591 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1031614.125000 Penalty: 4734.616699
	Iteration 33Q: 3 clusters Score -1031614 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1031643.812500 Penalty: 4734.616699
	Iteration 34Q: 3 clusters Score -1031644 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1031678.312500 Penalty: 4734.616699
	Iteration 35Q: 3 clusters Score -1031678 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1031712.562500 Penalty: 4734.616699
	Iteration 36Q: 3 clusters Score -1031713 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1031727.750000 Penalty: 4734.616699
	Iteration 37Q: 3 clusters Score -1031728 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1031749.625000 Penalty: 4734.616699
	Iteration 38Q: 3 clusters Score -1031750 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1031773.687500 Penalty: 4734.616699
	Iteration 39Q: 3 clusters Score -1031774 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1031787.500000 Penalty: 4734.616699
	Iteration 40F: 3 clusters Score -1031788 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1031801.437500 Penalty: 4734.616699
	Iteration 41Q: 3 clusters Score -1031801 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1031808.375000 Penalty: 4734.616699
	Iteration 42Q: 3 clusters Score -1031808 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1031820.000000 Penalty: 4734.616699
	Iteration 43Q: 3 clusters Score -1031820 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1031831.375000 Penalty: 4734.616699
	Iteration 44Q: 3 clusters Score -1031831 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1031837.187500 Penalty: 4734.616699
	Iteration 45Q: 3 clusters Score -1031837 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1031838.437500 Penalty: 4734.616699
	Iteration 46Q: 3 clusters Score -1031838 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1031842.562500 Penalty: 4734.616699
	Iteration 47Q: 3 clusters Score -1031843 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1031844.375000 Penalty: 4734.616699
	Iteration 48Q: 3 clusters Score -1031844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1031845.687500 Penalty: 4734.616699
	Iteration 49Q: 3 clusters Score -1031846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1031846.000000 Penalty: 4734.616699
	Iteration 50Q: 3 clusters Score -1031846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1031851.375000 Penalty: 4734.616699
	Iteration 51Q: 3 clusters Score -1031851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1031853.062500 Penalty: 4734.616699
	Iteration 52Q: 3 clusters Score -1031853 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1031857.062500 Penalty: 4734.616699
	Iteration 53Q: 3 clusters Score -1031857 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1031861.750000 Penalty: 4734.616699
	Iteration 54Q: 3 clusters Score -1031862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1031862.937500 Penalty: 4734.616699
	Iteration 55Q: 3 clusters Score -1031863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1031865.937500 Penalty: 4734.616699
	Iteration 56Q: 3 clusters Score -1031866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1031866.625000 Penalty: 4734.616699
	Iteration 57Q: 3 clusters Score -1031867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1031866.625000 Penalty: 4734.616699
	Iteration 58Q: 3 clusters Score -1031867 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1031866.687500 Penalty: 4734.616699
	Iteration 59Q: 3 clusters Score -1031867 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1031866.062500 Penalty: 4734.616699
	Iteration 60F: 3 clusters Score -1031866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (57344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57344 members 
Entering Unmasked Estep 
Score: -4377937.000000 Penalty: 2717.292236
	Iteration 0F: 2 clusters Score -4377937 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28694 members 
Mstep: Class 2 contains 28650 members 
Entering Unmasked Estep 
Score: -4339417.500000 Penalty: 5434.584473
	Iteration 0F: 3 clusters Score -4339418 nChanged 26646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29010 members 
Mstep: Class 2 contains 28334 members 
Entering Unmasked Estep 
Score: -4354699.000000 Penalty: 5434.584473
	Iteration 1F: 3 clusters Score -4354699 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29258 members 
Mstep: Class 2 contains 28086 members 
Entering Unmasked Estep 
Score: -4357171.000000 Penalty: 5434.584473
	Iteration 2F: 3 clusters Score -4357171 nChanged 3930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29066 members 
Mstep: Class 2 contains 28278 members 
Entering Unmasked Estep 
Score: -4361414.500000 Penalty: 5434.584473
	Iteration 3F: 3 clusters Score -4361414 nChanged 4696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27606 members 
Mstep: Class 2 contains 29738 members 
Entering Unmasked Estep 
Score: -4365374.500000 Penalty: 5434.584473
	Iteration 4F: 3 clusters Score -4365374 nChanged 4952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25128 members 
Mstep: Class 2 contains 32216 members 
Entering Unmasked Estep 
Score: -4368987.500000 Penalty: 5434.584473
	Iteration 5F: 3 clusters Score -4368988 nChanged 4488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22298 members 
Mstep: Class 2 contains 35046 members 
Entering Unmasked Estep 
Score: -4372177.000000 Penalty: 5434.584473
	Iteration 6F: 3 clusters Score -4372177 nChanged 3816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 37824 members 
Entering Unmasked Estep 
Score: -4374837.500000 Penalty: 5434.584473
	Iteration 7F: 3 clusters Score -4374838 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 40267 members 
Entering Unmasked Estep 
Score: -4376928.000000 Penalty: 5434.584473
	Iteration 8F: 3 clusters Score -4376928 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 42322 members 
Entering Unmasked Estep 
Score: -4378486.500000 Penalty: 5434.584473
	Iteration 9Q: 3 clusters Score -4378486 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 44112 members 
Entering Unmasked Estep 
Score: -4379808.000000 Penalty: 5434.584473
	Iteration 10Q: 3 clusters Score -4379808 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 45629 members 
Entering Unmasked Estep 
Score: -4380882.500000 Penalty: 5434.584473
	Iteration 11Q: 3 clusters Score -4380882 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 46900 members 
Entering Unmasked Estep 
Score: -4381725.500000 Penalty: 5434.584473
	Iteration 12Q: 3 clusters Score -4381726 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 48005 members 
Entering Unmasked Estep 
Score: -4382469.500000 Penalty: 5434.584473
	Iteration 13Q: 3 clusters Score -4382470 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 48915 members 
Entering Unmasked Estep 
Score: -4383133.000000 Penalty: 5434.584473
	Iteration 14Q: 3 clusters Score -4383133 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 49639 members 
Entering Unmasked Estep 
Score: -4383568.500000 Penalty: 5434.584473
	Iteration 15Q: 3 clusters Score -4383568 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 50242 members 
Entering Unmasked Estep 
Score: -4383922.000000 Penalty: 5434.584473
	Iteration 16Q: 3 clusters Score -4383922 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 50753 members 
Entering Unmasked Estep 
Score: -4384311.500000 Penalty: 5434.584473
	Iteration 17Q: 3 clusters Score -4384312 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 51220 members 
Entering Unmasked Estep 
Score: -4384669.000000 Penalty: 5434.584473
	Iteration 18Q: 3 clusters Score -4384669 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 51602 members 
Entering Unmasked Estep 
Score: -4384947.500000 Penalty: 5434.584473
	Iteration 19Q: 3 clusters Score -4384948 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 51875 members 
Entering Unmasked Estep 
Score: -4385153.500000 Penalty: 5434.584473
	Iteration 20F: 3 clusters Score -4385154 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 52078 members 
Entering Unmasked Estep 
Score: -4385262.500000 Penalty: 5434.584473
	Iteration 21Q: 3 clusters Score -4385262 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 52235 members 
Entering Unmasked Estep 
Score: -4385319.500000 Penalty: 5434.584473
	Iteration 22Q: 3 clusters Score -4385320 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 52351 members 
Entering Unmasked Estep 
Score: -4385352.500000 Penalty: 5434.584473
	Iteration 23Q: 3 clusters Score -4385352 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 52440 members 
Entering Unmasked Estep 
Score: -4385370.500000 Penalty: 5434.584473
	Iteration 24Q: 3 clusters Score -4385370 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 52492 members 
Entering Unmasked Estep 
Score: -4385393.500000 Penalty: 5434.584473
	Iteration 25Q: 3 clusters Score -4385394 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 52537 members 
Entering Unmasked Estep 
Score: -4385387.000000 Penalty: 5434.584473
	Iteration 26Q: 3 clusters Score -4385387 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 52570 members 
Entering Unmasked Estep 
Score: -4385400.500000 Penalty: 5434.584473
	Iteration 27Q: 3 clusters Score -4385400 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 52593 members 
Entering Unmasked Estep 
Score: -4385406.500000 Penalty: 5434.584473
	Iteration 28Q: 3 clusters Score -4385406 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 52611 members 
Entering Unmasked Estep 
Score: -4385406.500000 Penalty: 5434.584473
	Iteration 29Q: 3 clusters Score -4385406 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 52622 members 
Entering Unmasked Estep 
Score: -4385406.000000 Penalty: 5434.584473
	Iteration 30Q: 3 clusters Score -4385406 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 52629 members 
Entering Unmasked Estep 
Score: -4385410.500000 Penalty: 5434.584473
	Iteration 31Q: 3 clusters Score -4385410 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 52635 members 
Entering Unmasked Estep 
Score: -4385408.000000 Penalty: 5434.584473
	Iteration 32Q: 3 clusters Score -4385408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 52641 members 
Entering Unmasked Estep 
Score: -4385408.000000 Penalty: 5434.584473
	Iteration 33Q: 3 clusters Score -4385408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 52648 members 
Entering Unmasked Estep 
Score: -4385412.500000 Penalty: 5434.584473
	Iteration 34Q: 3 clusters Score -4385412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 52654 members 
Entering Unmasked Estep 
Score: -4385408.000000 Penalty: 5434.584473
	Iteration 35Q: 3 clusters Score -4385408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 52662 members 
Entering Unmasked Estep 
Score: -4385411.500000 Penalty: 5434.584473
	Iteration 36Q: 3 clusters Score -4385412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 52665 members 
Entering Unmasked Estep 
Score: -4385409.000000 Penalty: 5434.584473
	Iteration 37Q: 3 clusters Score -4385409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 52668 members 
Entering Unmasked Estep 
Score: -4385409.500000 Penalty: 5434.584473
	Iteration 38Q: 3 clusters Score -4385410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 52670 members 
Entering Unmasked Estep 
Score: -4385412.000000 Penalty: 5434.584473
	Iteration 39Q: 3 clusters Score -4385412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 52672 members 
Entering Unmasked Estep 
Score: -4385414.500000 Penalty: 5434.584473
	Iteration 40F: 3 clusters Score -4385414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 52675 members 
Entering Unmasked Estep 
Score: -4385420.000000 Penalty: 5434.584473
	Iteration 41Q: 3 clusters Score -4385420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 52678 members 
Entering Unmasked Estep 
Score: -4385421.500000 Penalty: 5434.584473
	Iteration 42Q: 3 clusters Score -4385422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 52682 members 
Entering Unmasked Estep 
Score: -4385427.500000 Penalty: 5434.584473
	Iteration 43Q: 3 clusters Score -4385428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 52683 members 
Entering Unmasked Estep 
Score: -4385428.000000 Penalty: 5434.584473
	Iteration 44Q: 3 clusters Score -4385428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 52683 members 
Entering Unmasked Estep 
Score: -4385428.000000 Penalty: 5434.584473
	Iteration 45F: 3 clusters Score -4385428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 80642 members 
Mstep: Class 2 contains 3773 members 
Mstep: Class 3 contains 6615 members 
Mstep: Class 4 contains 2408 members 
Mstep: Class 5 contains 17726 members 
Mstep: Class 6 contains 14795 members 
Mstep: Class 7 contains 16610 members 
Mstep: Class 8 contains 3443 members 
Mstep: Class 9 contains 69036 members 
Mstep: Class 10 contains 75504 members 
Mstep: Class 11 contains 4794 members 
Mstep: Class 12 contains 9055 members 
Mstep: Class 13 contains 13983 members 
Mstep: Class 14 contains 4661 members 
Mstep: Class 15 contains 7403 members 
Mstep: Class 16 contains 11340 members 
Mstep: Class 17 contains 156801 members 
Mstep: Class 18 contains 13228 members 
Mstep: Class 19 contains 132878 members 
Mstep: Class 20 contains 26621 members 
Mstep: Class 21 contains 4580 members 
Mstep: Class 22 contains 15985 members 
Mstep: Class 23 contains 712120 members 
Mstep: Class 24 contains 2103 members 
Mstep: Class 25 contains 4285 members 
Mstep: Class 26 contains 52683 members 
Entering Unmasked Estep 
Score: -111878344.000000 Penalty: 91536.218750
Splitting cluster 14 changes total score from -111869616.000000 to -111878344.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 16 (11340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Entering Unmasked Estep 
Score: -889107.062500 Penalty: 2315.350830
	Iteration 0F: 2 clusters Score -889107.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -880562.625000 Penalty: 4630.701660
	Iteration 0F: 3 clusters Score -880562.6 nChanged 4757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -883214.187500 Penalty: 4630.701660
	Iteration 1F: 3 clusters Score -883214.2 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -883557.750000 Penalty: 4630.701660
	Iteration 2F: 3 clusters Score -883557.8 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -883808.000000 Penalty: 4630.701660
	Iteration 3F: 3 clusters Score -883808 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -884004.812500 Penalty: 4630.701660
	Iteration 4Q: 3 clusters Score -884004.8 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -884192.125000 Penalty: 4630.701660
	Iteration 5Q: 3 clusters Score -884192.1 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -884414.625000 Penalty: 4630.701660
	Iteration 6Q: 3 clusters Score -884414.6 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -884657.937500 Penalty: 4630.701660
	Iteration 7Q: 3 clusters Score -884657.9 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -884901.875000 Penalty: 4630.701660
	Iteration 8Q: 3 clusters Score -884901.9 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -885137.000000 Penalty: 4630.701660
	Iteration 9Q: 3 clusters Score -885137 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -885381.062500 Penalty: 4630.701660
	Iteration 10Q: 3 clusters Score -885381.1 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -885614.500000 Penalty: 4630.701660
	Iteration 11Q: 3 clusters Score -885614.5 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -885860.562500 Penalty: 4630.701660
	Iteration 12Q: 3 clusters Score -885860.6 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -886076.437500 Penalty: 4630.701660
	Iteration 13Q: 3 clusters Score -886076.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -886264.687500 Penalty: 4630.701660
	Iteration 14Q: 3 clusters Score -886264.7 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -886433.500000 Penalty: 4630.701660
	Iteration 15Q: 3 clusters Score -886433.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -886585.750000 Penalty: 4630.701660
	Iteration 16Q: 3 clusters Score -886585.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -886722.500000 Penalty: 4630.701660
	Iteration 17Q: 3 clusters Score -886722.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -886828.250000 Penalty: 4630.701660
	Iteration 18Q: 3 clusters Score -886828.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -886910.687500 Penalty: 4630.701660
	Iteration 19Q: 3 clusters Score -886910.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -886964.375000 Penalty: 4630.701660
	Iteration 20F: 3 clusters Score -886964.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -887010.000000 Penalty: 4630.701660
	Iteration 21Q: 3 clusters Score -887010 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -887038.062500 Penalty: 4630.701660
	Iteration 22Q: 3 clusters Score -887038.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -887062.812500 Penalty: 4630.701660
	Iteration 23Q: 3 clusters Score -887062.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -887082.500000 Penalty: 4630.701660
	Iteration 24Q: 3 clusters Score -887082.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -887099.062500 Penalty: 4630.701660
	Iteration 25Q: 3 clusters Score -887099.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -887106.875000 Penalty: 4630.701660
	Iteration 26Q: 3 clusters Score -887106.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -887112.750000 Penalty: 4630.701660
	Iteration 27Q: 3 clusters Score -887112.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -887118.687500 Penalty: 4630.701660
	Iteration 28Q: 3 clusters Score -887118.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -887116.812500 Penalty: 4630.701660
	Iteration 29Q: 3 clusters Score -887116.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -887119.500000 Penalty: 4630.701660
	Iteration 30Q: 3 clusters Score -887119.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -887121.125000 Penalty: 4630.701660
	Iteration 31Q: 3 clusters Score -887121.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -887121.875000 Penalty: 4630.701660
	Iteration 32Q: 3 clusters Score -887121.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -887125.125000 Penalty: 4630.701660
	Iteration 33Q: 3 clusters Score -887125.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -887125.375000 Penalty: 4630.701660
	Iteration 34Q: 3 clusters Score -887125.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -887129.750000 Penalty: 4630.701660
	Iteration 35Q: 3 clusters Score -887129.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -887132.312500 Penalty: 4630.701660
	Iteration 36Q: 3 clusters Score -887132.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -887134.187500 Penalty: 4630.701660
	Iteration 37Q: 3 clusters Score -887134.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -887134.062500 Penalty: 4630.701660
	Iteration 38Q: 3 clusters Score -887134.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -887135.312500 Penalty: 4630.701660
	Iteration 39Q: 3 clusters Score -887135.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -887135.812500 Penalty: 4630.701660
	Iteration 40F: 3 clusters Score -887135.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -887135.875000 Penalty: 4630.701660
	Iteration 41Q: 3 clusters Score -887135.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -887136.937500 Penalty: 4630.701660
	Iteration 42Q: 3 clusters Score -887136.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -887136.375000 Penalty: 4630.701660
	Iteration 43Q: 3 clusters Score -887136.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -887138.625000 Penalty: 4630.701660
	Iteration 44Q: 3 clusters Score -887138.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -887139.625000 Penalty: 4630.701660
	Iteration 45Q: 3 clusters Score -887139.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -887137.937500 Penalty: 4630.701660
	Iteration 46Q: 3 clusters Score -887137.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -887137.937500 Penalty: 4630.701660
	Iteration 47F: 3 clusters Score -887137.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (156801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156801 members 
Entering Unmasked Estep 
Score: -12530528.000000 Penalty: 2966.757568
	Iteration 0F: 2 clusters Score -1.253053e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78136 members 
Mstep: Class 2 contains 78665 members 
Entering Unmasked Estep 
Score: -12425311.000000 Penalty: 5933.515137
	Iteration 0F: 3 clusters Score -1.242531e+07 nChanged 74948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73560 members 
Mstep: Class 2 contains 83241 members 
Entering Unmasked Estep 
Score: -12468817.000000 Penalty: 5933.515137
	Iteration 1F: 3 clusters Score -1.246882e+07 nChanged 5181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70523 members 
Mstep: Class 2 contains 86278 members 
Entering Unmasked Estep 
Score: -12470282.000000 Penalty: 5933.515137
	Iteration 2Q: 3 clusters Score -1.247028e+07 nChanged 6261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65790 members 
Mstep: Class 2 contains 91011 members 
Entering Unmasked Estep 
Score: -12472517.000000 Penalty: 5933.515137
	Iteration 3Q: 3 clusters Score -1.247252e+07 nChanged 8345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58633 members 
Mstep: Class 2 contains 98168 members 
Entering Unmasked Estep 
Score: -12476824.000000 Penalty: 5933.515137
	Iteration 4F: 3 clusters Score -1.247682e+07 nChanged 11629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48156 members 
Mstep: Class 2 contains 108645 members 
Entering Unmasked Estep 
Score: -12485456.000000 Penalty: 5933.515137
	Iteration 5F: 3 clusters Score -1.248546e+07 nChanged 14552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34844 members 
Mstep: Class 2 contains 121957 members 
Entering Unmasked Estep 
Score: -12499144.000000 Penalty: 5933.515137
	Iteration 6F: 3 clusters Score -1.249914e+07 nChanged 14179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22175 members 
Mstep: Class 2 contains 134626 members 
Entering Unmasked Estep 
Score: -12513500.000000 Penalty: 5933.515137
	Iteration 7F: 3 clusters Score -1.25135e+07 nChanged 9592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13875 members 
Mstep: Class 2 contains 142926 members 
Entering Unmasked Estep 
Score: -12521814.000000 Penalty: 5933.515137
	Iteration 8F: 3 clusters Score -1.252181e+07 nChanged 4987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 147183 members 
Entering Unmasked Estep 
Score: -12525261.000000 Penalty: 5933.515137
	Iteration 9Q: 3 clusters Score -1.252526e+07 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 149552 members 
Entering Unmasked Estep 
Score: -12526575.000000 Penalty: 5933.515137
	Iteration 10Q: 3 clusters Score -1.252658e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 150917 members 
Entering Unmasked Estep 
Score: -12527225.000000 Penalty: 5933.515137
	Iteration 11Q: 3 clusters Score -1.252722e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 151769 members 
Entering Unmasked Estep 
Score: -12527564.000000 Penalty: 5933.515137
	Iteration 12Q: 3 clusters Score -1.252756e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 152413 members 
Entering Unmasked Estep 
Score: -12527843.000000 Penalty: 5933.515137
	Iteration 13Q: 3 clusters Score -1.252784e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 152923 members 
Entering Unmasked Estep 
Score: -12528036.000000 Penalty: 5933.515137
	Iteration 14Q: 3 clusters Score -1.252804e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 153285 members 
Entering Unmasked Estep 
Score: -12528152.000000 Penalty: 5933.515137
	Iteration 15Q: 3 clusters Score -1.252815e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 153551 members 
Entering Unmasked Estep 
Score: -12528276.000000 Penalty: 5933.515137
	Iteration 16Q: 3 clusters Score -1.252828e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 153733 members 
Entering Unmasked Estep 
Score: -12528350.000000 Penalty: 5933.515137
	Iteration 17Q: 3 clusters Score -1.252835e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 153891 members 
Entering Unmasked Estep 
Score: -12528391.000000 Penalty: 5933.515137
	Iteration 18Q: 3 clusters Score -1.252839e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 154013 members 
Entering Unmasked Estep 
Score: -12528447.000000 Penalty: 5933.515137
	Iteration 19Q: 3 clusters Score -1.252845e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 154104 members 
Entering Unmasked Estep 
Score: -12528475.000000 Penalty: 5933.515137
	Iteration 20F: 3 clusters Score -1.252848e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 154197 members 
Entering Unmasked Estep 
Score: -12528503.000000 Penalty: 5933.515137
	Iteration 21Q: 3 clusters Score -1.25285e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 154263 members 
Entering Unmasked Estep 
Score: -12528506.000000 Penalty: 5933.515137
	Iteration 22Q: 3 clusters Score -1.252851e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 154333 members 
Entering Unmasked Estep 
Score: -12528555.000000 Penalty: 5933.515137
	Iteration 23Q: 3 clusters Score -1.252856e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 154398 members 
Entering Unmasked Estep 
Score: -12528559.000000 Penalty: 5933.515137
	Iteration 24Q: 3 clusters Score -1.252856e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 154446 members 
Entering Unmasked Estep 
Score: -12528557.000000 Penalty: 5933.515137
	Iteration 25Q: 3 clusters Score -1.252856e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 154492 members 
Entering Unmasked Estep 
Score: -12528589.000000 Penalty: 5933.515137
	Iteration 26Q: 3 clusters Score -1.252859e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 154543 members 
Entering Unmasked Estep 
Score: -12528600.000000 Penalty: 5933.515137
	Iteration 27Q: 3 clusters Score -1.25286e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 154587 members 
Entering Unmasked Estep 
Score: -12528610.000000 Penalty: 5933.515137
	Iteration 28Q: 3 clusters Score -1.252861e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 154625 members 
Entering Unmasked Estep 
Score: -12528622.000000 Penalty: 5933.515137
	Iteration 29Q: 3 clusters Score -1.252862e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 154649 members 
Entering Unmasked Estep 
Score: -12528630.000000 Penalty: 5933.515137
	Iteration 30Q: 3 clusters Score -1.252863e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 154670 members 
Entering Unmasked Estep 
Score: -12528642.000000 Penalty: 5933.515137
	Iteration 31Q: 3 clusters Score -1.252864e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 154693 members 
Entering Unmasked Estep 
Score: -12528635.000000 Penalty: 5933.515137
	Iteration 32Q: 3 clusters Score -1.252864e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 154724 members 
Entering Unmasked Estep 
Score: -12528642.000000 Penalty: 5933.515137
	Iteration 33Q: 3 clusters Score -1.252864e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 154753 members 
Entering Unmasked Estep 
Score: -12528666.000000 Penalty: 5933.515137
	Iteration 34Q: 3 clusters Score -1.252867e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 154780 members 
Entering Unmasked Estep 
Score: -12528658.000000 Penalty: 5933.515137
	Iteration 35Q: 3 clusters Score -1.252866e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 154805 members 
Entering Unmasked Estep 
Score: -12528665.000000 Penalty: 5933.515137
	Iteration 36Q: 3 clusters Score -1.252866e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 154825 members 
Entering Unmasked Estep 
Score: -12528679.000000 Penalty: 5933.515137
	Iteration 37Q: 3 clusters Score -1.252868e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 154855 members 
Entering Unmasked Estep 
Score: -12528682.000000 Penalty: 5933.515137
	Iteration 38Q: 3 clusters Score -1.252868e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 154875 members 
Entering Unmasked Estep 
Score: -12528697.000000 Penalty: 5933.515137
	Iteration 39Q: 3 clusters Score -1.25287e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 154898 members 
Entering Unmasked Estep 
Score: -12528702.000000 Penalty: 5933.515137
	Iteration 40F: 3 clusters Score -1.25287e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 154923 members 
Entering Unmasked Estep 
Score: -12528741.000000 Penalty: 5933.515137
	Iteration 41Q: 3 clusters Score -1.252874e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 154949 members 
Entering Unmasked Estep 
Score: -12528761.000000 Penalty: 5933.515137
	Iteration 42Q: 3 clusters Score -1.252876e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 154970 members 
Entering Unmasked Estep 
Score: -12528748.000000 Penalty: 5933.515137
	Iteration 43Q: 3 clusters Score -1.252875e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 154985 members 
Entering Unmasked Estep 
Score: -12528765.000000 Penalty: 5933.515137
	Iteration 44Q: 3 clusters Score -1.252876e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 155000 members 
Entering Unmasked Estep 
Score: -12528760.000000 Penalty: 5933.515137
	Iteration 45Q: 3 clusters Score -1.252876e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 155012 members 
Entering Unmasked Estep 
Score: -12528764.000000 Penalty: 5933.515137
	Iteration 46Q: 3 clusters Score -1.252876e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 155024 members 
Entering Unmasked Estep 
Score: -12528771.000000 Penalty: 5933.515137
	Iteration 47Q: 3 clusters Score -1.252877e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 155033 members 
Entering Unmasked Estep 
Score: -12528772.000000 Penalty: 5933.515137
	Iteration 48Q: 3 clusters Score -1.252877e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 155038 members 
Entering Unmasked Estep 
Score: -12528786.000000 Penalty: 5933.515137
	Iteration 49Q: 3 clusters Score -1.252879e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 155040 members 
Entering Unmasked Estep 
Score: -12528787.000000 Penalty: 5933.515137
	Iteration 50Q: 3 clusters Score -1.252879e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 155054 members 
Entering Unmasked Estep 
Score: -12528799.000000 Penalty: 5933.515137
	Iteration 51Q: 3 clusters Score -1.25288e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 155066 members 
Entering Unmasked Estep 
Score: -12528790.000000 Penalty: 5933.515137
	Iteration 52Q: 3 clusters Score -1.252879e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 155078 members 
Entering Unmasked Estep 
Score: -12528790.000000 Penalty: 5933.515137
	Iteration 53Q: 3 clusters Score -1.252879e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 155083 members 
Entering Unmasked Estep 
Score: -12528788.000000 Penalty: 5933.515137
	Iteration 54Q: 3 clusters Score -1.252879e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 155089 members 
Entering Unmasked Estep 
Score: -12528787.000000 Penalty: 5933.515137
	Iteration 55Q: 3 clusters Score -1.252879e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 155091 members 
Entering Unmasked Estep 
Score: -12528785.000000 Penalty: 5933.515137
	Iteration 56Q: 3 clusters Score -1.252878e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 155093 members 
Entering Unmasked Estep 
Score: -12528780.000000 Penalty: 5933.515137
	Iteration 57Q: 3 clusters Score -1.252878e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 155099 members 
Entering Unmasked Estep 
Score: -12528773.000000 Penalty: 5933.515137
	Iteration 58Q: 3 clusters Score -1.252877e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 155108 members 
Entering Unmasked Estep 
Score: -12528781.000000 Penalty: 5933.515137
	Iteration 59Q: 3 clusters Score -1.252878e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 155116 members 
Entering Unmasked Estep 
Score: -12528777.000000 Penalty: 5933.515137
	Iteration 60F: 3 clusters Score -1.252878e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 155127 members 
Entering Unmasked Estep 
Score: -12528803.000000 Penalty: 5933.515137
	Iteration 61Q: 3 clusters Score -1.25288e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 155142 members 
Entering Unmasked Estep 
Score: -12528810.000000 Penalty: 5933.515137
	Iteration 62Q: 3 clusters Score -1.252881e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 155170 members 
Entering Unmasked Estep 
Score: -12528829.000000 Penalty: 5933.515137
	Iteration 63Q: 3 clusters Score -1.252883e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 155199 members 
Entering Unmasked Estep 
Score: -12528840.000000 Penalty: 5933.515137
	Iteration 64Q: 3 clusters Score -1.252884e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 155222 members 
Entering Unmasked Estep 
Score: -12528862.000000 Penalty: 5933.515137
	Iteration 65Q: 3 clusters Score -1.252886e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 155243 members 
Entering Unmasked Estep 
Score: -12528896.000000 Penalty: 5933.515137
	Iteration 66Q: 3 clusters Score -1.25289e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 155271 members 
Entering Unmasked Estep 
Score: -12528931.000000 Penalty: 5933.515137
	Iteration 67Q: 3 clusters Score -1.252893e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 155307 members 
Entering Unmasked Estep 
Score: -12528980.000000 Penalty: 5933.515137
	Iteration 68Q: 3 clusters Score -1.252898e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 155330 members 
Entering Unmasked Estep 
Score: -12529023.000000 Penalty: 5933.515137
	Iteration 69Q: 3 clusters Score -1.252902e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 155354 members 
Entering Unmasked Estep 
Score: -12529050.000000 Penalty: 5933.515137
	Iteration 70Q: 3 clusters Score -1.252905e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 155387 members 
Entering Unmasked Estep 
Score: -12529101.000000 Penalty: 5933.515137
	Iteration 71Q: 3 clusters Score -1.25291e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 155409 members 
Entering Unmasked Estep 
Score: -12529161.000000 Penalty: 5933.515137
	Iteration 72Q: 3 clusters Score -1.252916e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 155432 members 
Entering Unmasked Estep 
Score: -12529250.000000 Penalty: 5933.515137
	Iteration 73Q: 3 clusters Score -1.252925e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 155423 members 
Entering Unmasked Estep 
Score: -12529352.000000 Penalty: 5933.515137
	Iteration 74Q: 3 clusters Score -1.252935e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 155423 members 
Entering Unmasked Estep 
Score: -12529448.000000 Penalty: 5933.515137
	Iteration 75Q: 3 clusters Score -1.252945e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 155402 members 
Entering Unmasked Estep 
Score: -12529524.000000 Penalty: 5933.515137
	Iteration 76Q: 3 clusters Score -1.252952e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 155380 members 
Entering Unmasked Estep 
Score: -12529580.000000 Penalty: 5933.515137
	Iteration 77Q: 3 clusters Score -1.252958e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 155361 members 
Entering Unmasked Estep 
Score: -12529618.000000 Penalty: 5933.515137
	Iteration 78Q: 3 clusters Score -1.252962e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 155347 members 
Entering Unmasked Estep 
Score: -12529652.000000 Penalty: 5933.515137
	Iteration 79Q: 3 clusters Score -1.252965e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 155342 members 
Entering Unmasked Estep 
Score: -12529703.000000 Penalty: 5933.515137
	Iteration 80F: 3 clusters Score -1.25297e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 155341 members 
Entering Unmasked Estep 
Score: -12529727.000000 Penalty: 5933.515137
	Iteration 81Q: 3 clusters Score -1.252973e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 155334 members 
Entering Unmasked Estep 
Score: -12529748.000000 Penalty: 5933.515137
	Iteration 82Q: 3 clusters Score -1.252975e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 155330 members 
Entering Unmasked Estep 
Score: -12529771.000000 Penalty: 5933.515137
	Iteration 83Q: 3 clusters Score -1.252977e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 155327 members 
Entering Unmasked Estep 
Score: -12529776.000000 Penalty: 5933.515137
	Iteration 84Q: 3 clusters Score -1.252978e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 155327 members 
Entering Unmasked Estep 
Score: -12529786.000000 Penalty: 5933.515137
	Iteration 85Q: 3 clusters Score -1.252979e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 155330 members 
Entering Unmasked Estep 
Score: -12529783.000000 Penalty: 5933.515137
	Iteration 86Q: 3 clusters Score -1.252978e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 155330 members 
Entering Unmasked Estep 
Score: -12529785.000000 Penalty: 5933.515137
	Iteration 87Q: 3 clusters Score -1.252978e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 155331 members 
Entering Unmasked Estep 
Score: -12529792.000000 Penalty: 5933.515137
	Iteration 88Q: 3 clusters Score -1.252979e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 155327 members 
Entering Unmasked Estep 
Score: -12529804.000000 Penalty: 5933.515137
	Iteration 89Q: 3 clusters Score -1.25298e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 155325 members 
Entering Unmasked Estep 
Score: -12529801.000000 Penalty: 5933.515137
	Iteration 90Q: 3 clusters Score -1.25298e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 155324 members 
Entering Unmasked Estep 
Score: -12529803.000000 Penalty: 5933.515137
	Iteration 91Q: 3 clusters Score -1.25298e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 155326 members 
Entering Unmasked Estep 
Score: -12529804.000000 Penalty: 5933.515137
	Iteration 92Q: 3 clusters Score -1.25298e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 155325 members 
Entering Unmasked Estep 
Score: -12529798.000000 Penalty: 5933.515137
	Iteration 93Q: 3 clusters Score -1.25298e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 155325 members 
Entering Unmasked Estep 
Score: -12529800.000000 Penalty: 5933.515137
	Iteration 94Q: 3 clusters Score -1.25298e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 155322 members 
Entering Unmasked Estep 
Score: -12529808.000000 Penalty: 5933.515137
	Iteration 95Q: 3 clusters Score -1.252981e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 155321 members 
Entering Unmasked Estep 
Score: -12529809.000000 Penalty: 5933.515137
	Iteration 96Q: 3 clusters Score -1.252981e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 155320 members 
Entering Unmasked Estep 
Score: -12529803.000000 Penalty: 5933.515137
	Iteration 97Q: 3 clusters Score -1.25298e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 155321 members 
Entering Unmasked Estep 
Score: -12529801.000000 Penalty: 5933.515137
	Iteration 98Q: 3 clusters Score -1.25298e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 155321 members 
Entering Unmasked Estep 
Score: -12529808.000000 Penalty: 5933.515137
	Iteration 99Q: 3 clusters Score -1.252981e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 155321 members 
Entering Unmasked Estep 
Score: -12529808.000000 Penalty: 5933.515137
	Iteration 100F: 3 clusters Score -1.252981e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 155322 members 
Entering Unmasked Estep 
Score: -12529796.000000 Penalty: 5933.515137
	Iteration 101Q: 3 clusters Score -1.25298e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 155322 members 
Entering Unmasked Estep 
Score: -12529796.000000 Penalty: 5933.515137
	Iteration 102F: 3 clusters Score -1.25298e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (13228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Entering Unmasked Estep 
Score: -934639.437500 Penalty: 2353.542725
	Iteration 0F: 2 clusters Score -934639.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -924961.625000 Penalty: 4707.085449
	Iteration 0F: 3 clusters Score -924961.6 nChanged 5778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -929175.437500 Penalty: 4707.085449
	Iteration 1F: 3 clusters Score -929175.4 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -931891.187500 Penalty: 4707.085449
	Iteration 2F: 3 clusters Score -931891.2 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -935680.500000 Penalty: 4707.085449
	Iteration 3F: 3 clusters Score -935680.5 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -939373.125000 Penalty: 4707.085449
	Iteration 4F: 3 clusters Score -939373.1 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -941127.250000 Penalty: 4707.085449
	Iteration 5F: 3 clusters Score -941127.2 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -941730.562500 Penalty: 4707.085449
	Iteration 6Q: 3 clusters Score -941730.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -941915.187500 Penalty: 4707.085449
	Iteration 7Q: 3 clusters Score -941915.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -942003.875000 Penalty: 4707.085449
	Iteration 8Q: 3 clusters Score -942003.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -942043.437500 Penalty: 4707.085449
	Iteration 9Q: 3 clusters Score -942043.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -942063.562500 Penalty: 4707.085449
	Iteration 10Q: 3 clusters Score -942063.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -942066.937500 Penalty: 4707.085449
	Iteration 11Q: 3 clusters Score -942066.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -942066.187500 Penalty: 4707.085449
	Iteration 12Q: 3 clusters Score -942066.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -942068.625000 Penalty: 4707.085449
	Iteration 13Q: 3 clusters Score -942068.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -942069.500000 Penalty: 4707.085449
	Iteration 14Q: 3 clusters Score -942069.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -942070.500000 Penalty: 4707.085449
	Iteration 15Q: 3 clusters Score -942070.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -942067.937500 Penalty: 4707.085449
	Iteration 16Q: 3 clusters Score -942067.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -942068.687500 Penalty: 4707.085449
	Iteration 17Q: 3 clusters Score -942068.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -942067.500000 Penalty: 4707.085449
	Iteration 18Q: 3 clusters Score -942067.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -942068.250000 Penalty: 4707.085449
	Iteration 19Q: 3 clusters Score -942068.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -942068.250000 Penalty: 4707.085449
	Iteration 20F: 3 clusters Score -942068.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 80642 members 
Mstep: Class 2 contains 3773 members 
Mstep: Class 3 contains 6615 members 
Mstep: Class 4 contains 2408 members 
Mstep: Class 5 contains 17726 members 
Mstep: Class 6 contains 14795 members 
Mstep: Class 7 contains 16610 members 
Mstep: Class 8 contains 3443 members 
Mstep: Class 9 contains 69036 members 
Mstep: Class 10 contains 75504 members 
Mstep: Class 11 contains 4794 members 
Mstep: Class 12 contains 9055 members 
Mstep: Class 13 contains 13983 members 
Mstep: Class 14 contains 4661 members 
Mstep: Class 15 contains 7403 members 
Mstep: Class 16 contains 11340 members 
Mstep: Class 17 contains 156801 members 
Mstep: Class 18 contains 6732 members 
Mstep: Class 19 contains 132878 members 
Mstep: Class 20 contains 26621 members 
Mstep: Class 21 contains 4580 members 
Mstep: Class 22 contains 15985 members 
Mstep: Class 23 contains 712120 members 
Mstep: Class 24 contains 2103 members 
Mstep: Class 25 contains 4285 members 
Mstep: Class 26 contains 52683 members 
Mstep: Class 27 contains 6496 members 
Entering Unmasked Estep 
Score: -111884688.000000 Penalty: 95056.843750
Splitting cluster 18 changes total score from -111869616.000000 to -111884688.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 19 (132878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132878 members 
Entering Unmasked Estep 
Score: -10436038.000000 Penalty: 2925.702393
	Iteration 0F: 2 clusters Score -1.043604e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66399 members 
Mstep: Class 2 contains 66479 members 
Entering Unmasked Estep 
Score: -10347151.000000 Penalty: 5851.404785
	Iteration 0F: 3 clusters Score -1.034715e+07 nChanged 63351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65334 members 
Mstep: Class 2 contains 67544 members 
Entering Unmasked Estep 
Score: -10384189.000000 Penalty: 5851.404785
	Iteration 1F: 3 clusters Score -1.038419e+07 nChanged 5635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63969 members 
Mstep: Class 2 contains 68909 members 
Entering Unmasked Estep 
Score: -10386784.000000 Penalty: 5851.404785
	Iteration 2Q: 3 clusters Score -1.038678e+07 nChanged 7595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61722 members 
Mstep: Class 2 contains 71156 members 
Entering Unmasked Estep 
Score: -10392177.000000 Penalty: 5851.404785
	Iteration 3F: 3 clusters Score -1.039218e+07 nChanged 10428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58246 members 
Mstep: Class 2 contains 74632 members 
Entering Unmasked Estep 
Score: -10402440.000000 Penalty: 5851.404785
	Iteration 4F: 3 clusters Score -1.040244e+07 nChanged 12897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54031 members 
Mstep: Class 2 contains 78847 members 
Entering Unmasked Estep 
Score: -10416035.000000 Penalty: 5851.404785
	Iteration 5F: 3 clusters Score -1.041604e+07 nChanged 12282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49753 members 
Mstep: Class 2 contains 83125 members 
Entering Unmasked Estep 
Score: -10426790.000000 Penalty: 5851.404785
	Iteration 6F: 3 clusters Score -1.042679e+07 nChanged 9071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46558 members 
Mstep: Class 2 contains 86320 members 
Entering Unmasked Estep 
Score: -10433196.000000 Penalty: 5851.404785
	Iteration 7F: 3 clusters Score -1.04332e+07 nChanged 6154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44426 members 
Mstep: Class 2 contains 88452 members 
Entering Unmasked Estep 
Score: -10437760.000000 Penalty: 5851.404785
	Iteration 8Q: 3 clusters Score -1.043776e+07 nChanged 4367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42927 members 
Mstep: Class 2 contains 89951 members 
Entering Unmasked Estep 
Score: -10440717.000000 Penalty: 5851.404785
	Iteration 9Q: 3 clusters Score -1.044072e+07 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41771 members 
Mstep: Class 2 contains 91107 members 
Entering Unmasked Estep 
Score: -10442234.000000 Penalty: 5851.404785
	Iteration 10Q: 3 clusters Score -1.044223e+07 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40787 members 
Mstep: Class 2 contains 92091 members 
Entering Unmasked Estep 
Score: -10443067.000000 Penalty: 5851.404785
	Iteration 11Q: 3 clusters Score -1.044307e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39919 members 
Mstep: Class 2 contains 92959 members 
Entering Unmasked Estep 
Score: -10443389.000000 Penalty: 5851.404785
	Iteration 12Q: 3 clusters Score -1.044339e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39136 members 
Mstep: Class 2 contains 93742 members 
Entering Unmasked Estep 
Score: -10443587.000000 Penalty: 5851.404785
	Iteration 13Q: 3 clusters Score -1.044359e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38469 members 
Mstep: Class 2 contains 94409 members 
Entering Unmasked Estep 
Score: -10443818.000000 Penalty: 5851.404785
	Iteration 14Q: 3 clusters Score -1.044382e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37869 members 
Mstep: Class 2 contains 95009 members 
Entering Unmasked Estep 
Score: -10443874.000000 Penalty: 5851.404785
	Iteration 15Q: 3 clusters Score -1.044387e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37326 members 
Mstep: Class 2 contains 95552 members 
Entering Unmasked Estep 
Score: -10443902.000000 Penalty: 5851.404785
	Iteration 16Q: 3 clusters Score -1.04439e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36831 members 
Mstep: Class 2 contains 96047 members 
Entering Unmasked Estep 
Score: -10443998.000000 Penalty: 5851.404785
	Iteration 17Q: 3 clusters Score -1.0444e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36386 members 
Mstep: Class 2 contains 96492 members 
Entering Unmasked Estep 
Score: -10444045.000000 Penalty: 5851.404785
	Iteration 18Q: 3 clusters Score -1.044404e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35989 members 
Mstep: Class 2 contains 96889 members 
Entering Unmasked Estep 
Score: -10444103.000000 Penalty: 5851.404785
	Iteration 19Q: 3 clusters Score -1.04441e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35621 members 
Mstep: Class 2 contains 97257 members 
Entering Unmasked Estep 
Score: -10444136.000000 Penalty: 5851.404785
	Iteration 20F: 3 clusters Score -1.044414e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35264 members 
Mstep: Class 2 contains 97614 members 
Entering Unmasked Estep 
Score: -10444121.000000 Penalty: 5851.404785
	Iteration 21Q: 3 clusters Score -1.044412e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34918 members 
Mstep: Class 2 contains 97960 members 
Entering Unmasked Estep 
Score: -10444197.000000 Penalty: 5851.404785
	Iteration 22Q: 3 clusters Score -1.04442e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34594 members 
Mstep: Class 2 contains 98284 members 
Entering Unmasked Estep 
Score: -10444236.000000 Penalty: 5851.404785
	Iteration 23Q: 3 clusters Score -1.044424e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34290 members 
Mstep: Class 2 contains 98588 members 
Entering Unmasked Estep 
Score: -10444221.000000 Penalty: 5851.404785
	Iteration 24Q: 3 clusters Score -1.044422e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33997 members 
Mstep: Class 2 contains 98881 members 
Entering Unmasked Estep 
Score: -10444221.000000 Penalty: 5851.404785
	Iteration 25Q: 3 clusters Score -1.044422e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33712 members 
Mstep: Class 2 contains 99166 members 
Entering Unmasked Estep 
Score: -10444274.000000 Penalty: 5851.404785
	Iteration 26Q: 3 clusters Score -1.044427e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33413 members 
Mstep: Class 2 contains 99465 members 
Entering Unmasked Estep 
Score: -10444336.000000 Penalty: 5851.404785
	Iteration 27Q: 3 clusters Score -1.044434e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33111 members 
Mstep: Class 2 contains 99767 members 
Entering Unmasked Estep 
Score: -10444389.000000 Penalty: 5851.404785
	Iteration 28Q: 3 clusters Score -1.044439e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32781 members 
Mstep: Class 2 contains 100097 members 
Entering Unmasked Estep 
Score: -10444398.000000 Penalty: 5851.404785
	Iteration 29Q: 3 clusters Score -1.04444e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32479 members 
Mstep: Class 2 contains 100399 members 
Entering Unmasked Estep 
Score: -10444488.000000 Penalty: 5851.404785
	Iteration 30Q: 3 clusters Score -1.044449e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32166 members 
Mstep: Class 2 contains 100712 members 
Entering Unmasked Estep 
Score: -10444494.000000 Penalty: 5851.404785
	Iteration 31Q: 3 clusters Score -1.044449e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31832 members 
Mstep: Class 2 contains 101046 members 
Entering Unmasked Estep 
Score: -10444537.000000 Penalty: 5851.404785
	Iteration 32Q: 3 clusters Score -1.044454e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31544 members 
Mstep: Class 2 contains 101334 members 
Entering Unmasked Estep 
Score: -10444539.000000 Penalty: 5851.404785
	Iteration 33Q: 3 clusters Score -1.044454e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31259 members 
Mstep: Class 2 contains 101619 members 
Entering Unmasked Estep 
Score: -10444576.000000 Penalty: 5851.404785
	Iteration 34Q: 3 clusters Score -1.044458e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30981 members 
Mstep: Class 2 contains 101897 members 
Entering Unmasked Estep 
Score: -10444612.000000 Penalty: 5851.404785
	Iteration 35Q: 3 clusters Score -1.044461e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30709 members 
Mstep: Class 2 contains 102169 members 
Entering Unmasked Estep 
Score: -10444603.000000 Penalty: 5851.404785
	Iteration 36Q: 3 clusters Score -1.04446e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30460 members 
Mstep: Class 2 contains 102418 members 
Entering Unmasked Estep 
Score: -10444608.000000 Penalty: 5851.404785
	Iteration 37Q: 3 clusters Score -1.044461e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30228 members 
Mstep: Class 2 contains 102650 members 
Entering Unmasked Estep 
Score: -10444669.000000 Penalty: 5851.404785
	Iteration 38Q: 3 clusters Score -1.044467e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29983 members 
Mstep: Class 2 contains 102895 members 
Entering Unmasked Estep 
Score: -10444659.000000 Penalty: 5851.404785
	Iteration 39Q: 3 clusters Score -1.044466e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29722 members 
Mstep: Class 2 contains 103156 members 
Entering Unmasked Estep 
Score: -10444714.000000 Penalty: 5851.404785
	Iteration 40F: 3 clusters Score -1.044471e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29450 members 
Mstep: Class 2 contains 103428 members 
Entering Unmasked Estep 
Score: -10444747.000000 Penalty: 5851.404785
	Iteration 41Q: 3 clusters Score -1.044475e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29186 members 
Mstep: Class 2 contains 103692 members 
Entering Unmasked Estep 
Score: -10444790.000000 Penalty: 5851.404785
	Iteration 42Q: 3 clusters Score -1.044479e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28943 members 
Mstep: Class 2 contains 103935 members 
Entering Unmasked Estep 
Score: -10444788.000000 Penalty: 5851.404785
	Iteration 43Q: 3 clusters Score -1.044479e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28718 members 
Mstep: Class 2 contains 104160 members 
Entering Unmasked Estep 
Score: -10444830.000000 Penalty: 5851.404785
	Iteration 44Q: 3 clusters Score -1.044483e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28495 members 
Mstep: Class 2 contains 104383 members 
Entering Unmasked Estep 
Score: -10444839.000000 Penalty: 5851.404785
	Iteration 45Q: 3 clusters Score -1.044484e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28262 members 
Mstep: Class 2 contains 104616 members 
Entering Unmasked Estep 
Score: -10444885.000000 Penalty: 5851.404785
	Iteration 46Q: 3 clusters Score -1.044488e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28032 members 
Mstep: Class 2 contains 104846 members 
Entering Unmasked Estep 
Score: -10444902.000000 Penalty: 5851.404785
	Iteration 47Q: 3 clusters Score -1.04449e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27807 members 
Mstep: Class 2 contains 105071 members 
Entering Unmasked Estep 
Score: -10444909.000000 Penalty: 5851.404785
	Iteration 48Q: 3 clusters Score -1.044491e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27595 members 
Mstep: Class 2 contains 105283 members 
Entering Unmasked Estep 
Score: -10444933.000000 Penalty: 5851.404785
	Iteration 49Q: 3 clusters Score -1.044493e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27366 members 
Mstep: Class 2 contains 105512 members 
Entering Unmasked Estep 
Score: -10444960.000000 Penalty: 5851.404785
	Iteration 50Q: 3 clusters Score -1.044496e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27151 members 
Mstep: Class 2 contains 105727 members 
Entering Unmasked Estep 
Score: -10444981.000000 Penalty: 5851.404785
	Iteration 51Q: 3 clusters Score -1.044498e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26945 members 
Mstep: Class 2 contains 105933 members 
Entering Unmasked Estep 
Score: -10444999.000000 Penalty: 5851.404785
	Iteration 52Q: 3 clusters Score -1.0445e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26738 members 
Mstep: Class 2 contains 106140 members 
Entering Unmasked Estep 
Score: -10445031.000000 Penalty: 5851.404785
	Iteration 53Q: 3 clusters Score -1.044503e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26532 members 
Mstep: Class 2 contains 106346 members 
Entering Unmasked Estep 
Score: -10445048.000000 Penalty: 5851.404785
	Iteration 54Q: 3 clusters Score -1.044505e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26324 members 
Mstep: Class 2 contains 106554 members 
Entering Unmasked Estep 
Score: -10445080.000000 Penalty: 5851.404785
	Iteration 55Q: 3 clusters Score -1.044508e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26106 members 
Mstep: Class 2 contains 106772 members 
Entering Unmasked Estep 
Score: -10445080.000000 Penalty: 5851.404785
	Iteration 56Q: 3 clusters Score -1.044508e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25867 members 
Mstep: Class 2 contains 107011 members 
Entering Unmasked Estep 
Score: -10445109.000000 Penalty: 5851.404785
	Iteration 57Q: 3 clusters Score -1.044511e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25634 members 
Mstep: Class 2 contains 107244 members 
Entering Unmasked Estep 
Score: -10445156.000000 Penalty: 5851.404785
	Iteration 58Q: 3 clusters Score -1.044516e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25396 members 
Mstep: Class 2 contains 107482 members 
Entering Unmasked Estep 
Score: -10445168.000000 Penalty: 5851.404785
	Iteration 59Q: 3 clusters Score -1.044517e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25183 members 
Mstep: Class 2 contains 107695 members 
Entering Unmasked Estep 
Score: -10445176.000000 Penalty: 5851.404785
	Iteration 60F: 3 clusters Score -1.044518e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24989 members 
Mstep: Class 2 contains 107889 members 
Entering Unmasked Estep 
Score: -10445184.000000 Penalty: 5851.404785
	Iteration 61Q: 3 clusters Score -1.044518e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24811 members 
Mstep: Class 2 contains 108067 members 
Entering Unmasked Estep 
Score: -10445188.000000 Penalty: 5851.404785
	Iteration 62Q: 3 clusters Score -1.044519e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24652 members 
Mstep: Class 2 contains 108226 members 
Entering Unmasked Estep 
Score: -10445239.000000 Penalty: 5851.404785
	Iteration 63Q: 3 clusters Score -1.044524e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24499 members 
Mstep: Class 2 contains 108379 members 
Entering Unmasked Estep 
Score: -10445276.000000 Penalty: 5851.404785
	Iteration 64Q: 3 clusters Score -1.044528e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24350 members 
Mstep: Class 2 contains 108528 members 
Entering Unmasked Estep 
Score: -10445298.000000 Penalty: 5851.404785
	Iteration 65Q: 3 clusters Score -1.04453e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24210 members 
Mstep: Class 2 contains 108668 members 
Entering Unmasked Estep 
Score: -10445311.000000 Penalty: 5851.404785
	Iteration 66Q: 3 clusters Score -1.044531e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24093 members 
Mstep: Class 2 contains 108785 members 
Entering Unmasked Estep 
Score: -10445310.000000 Penalty: 5851.404785
	Iteration 67Q: 3 clusters Score -1.044531e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24003 members 
Mstep: Class 2 contains 108875 members 
Entering Unmasked Estep 
Score: -10445314.000000 Penalty: 5851.404785
	Iteration 68Q: 3 clusters Score -1.044531e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23918 members 
Mstep: Class 2 contains 108960 members 
Entering Unmasked Estep 
Score: -10445341.000000 Penalty: 5851.404785
	Iteration 69Q: 3 clusters Score -1.044534e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23837 members 
Mstep: Class 2 contains 109041 members 
Entering Unmasked Estep 
Score: -10445343.000000 Penalty: 5851.404785
	Iteration 70Q: 3 clusters Score -1.044534e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23763 members 
Mstep: Class 2 contains 109115 members 
Entering Unmasked Estep 
Score: -10445337.000000 Penalty: 5851.404785
	Iteration 71Q: 3 clusters Score -1.044534e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23690 members 
Mstep: Class 2 contains 109188 members 
Entering Unmasked Estep 
Score: -10445335.000000 Penalty: 5851.404785
	Iteration 72Q: 3 clusters Score -1.044534e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23611 members 
Mstep: Class 2 contains 109267 members 
Entering Unmasked Estep 
Score: -10445337.000000 Penalty: 5851.404785
	Iteration 73Q: 3 clusters Score -1.044534e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23534 members 
Mstep: Class 2 contains 109344 members 
Entering Unmasked Estep 
Score: -10445322.000000 Penalty: 5851.404785
	Iteration 74Q: 3 clusters Score -1.044532e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23460 members 
Mstep: Class 2 contains 109418 members 
Entering Unmasked Estep 
Score: -10445318.000000 Penalty: 5851.404785
	Iteration 75Q: 3 clusters Score -1.044532e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23386 members 
Mstep: Class 2 contains 109492 members 
Entering Unmasked Estep 
Score: -10445326.000000 Penalty: 5851.404785
	Iteration 76Q: 3 clusters Score -1.044533e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23325 members 
Mstep: Class 2 contains 109553 members 
Entering Unmasked Estep 
Score: -10445336.000000 Penalty: 5851.404785
	Iteration 77Q: 3 clusters Score -1.044534e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23276 members 
Mstep: Class 2 contains 109602 members 
Entering Unmasked Estep 
Score: -10445325.000000 Penalty: 5851.404785
	Iteration 78Q: 3 clusters Score -1.044532e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23236 members 
Mstep: Class 2 contains 109642 members 
Entering Unmasked Estep 
Score: -10445323.000000 Penalty: 5851.404785
	Iteration 79Q: 3 clusters Score -1.044532e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23195 members 
Mstep: Class 2 contains 109683 members 
Entering Unmasked Estep 
Score: -10445320.000000 Penalty: 5851.404785
	Iteration 80F: 3 clusters Score -1.044532e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23153 members 
Mstep: Class 2 contains 109725 members 
Entering Unmasked Estep 
Score: -10445306.000000 Penalty: 5851.404785
	Iteration 81Q: 3 clusters Score -1.044531e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23120 members 
Mstep: Class 2 contains 109758 members 
Entering Unmasked Estep 
Score: -10445289.000000 Penalty: 5851.404785
	Iteration 82Q: 3 clusters Score -1.044529e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23079 members 
Mstep: Class 2 contains 109799 members 
Entering Unmasked Estep 
Score: -10445297.000000 Penalty: 5851.404785
	Iteration 83Q: 3 clusters Score -1.04453e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23040 members 
Mstep: Class 2 contains 109838 members 
Entering Unmasked Estep 
Score: -10445296.000000 Penalty: 5851.404785
	Iteration 84Q: 3 clusters Score -1.04453e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23005 members 
Mstep: Class 2 contains 109873 members 
Entering Unmasked Estep 
Score: -10445292.000000 Penalty: 5851.404785
	Iteration 85Q: 3 clusters Score -1.044529e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22972 members 
Mstep: Class 2 contains 109906 members 
Entering Unmasked Estep 
Score: -10445283.000000 Penalty: 5851.404785
	Iteration 86Q: 3 clusters Score -1.044528e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22941 members 
Mstep: Class 2 contains 109937 members 
Entering Unmasked Estep 
Score: -10445293.000000 Penalty: 5851.404785
	Iteration 87Q: 3 clusters Score -1.044529e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22912 members 
Mstep: Class 2 contains 109966 members 
Entering Unmasked Estep 
Score: -10445287.000000 Penalty: 5851.404785
	Iteration 88Q: 3 clusters Score -1.044529e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22885 members 
Mstep: Class 2 contains 109993 members 
Entering Unmasked Estep 
Score: -10445295.000000 Penalty: 5851.404785
	Iteration 89Q: 3 clusters Score -1.04453e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22866 members 
Mstep: Class 2 contains 110012 members 
Entering Unmasked Estep 
Score: -10445288.000000 Penalty: 5851.404785
	Iteration 90Q: 3 clusters Score -1.044529e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22844 members 
Mstep: Class 2 contains 110034 members 
Entering Unmasked Estep 
Score: -10445283.000000 Penalty: 5851.404785
	Iteration 91Q: 3 clusters Score -1.044528e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22832 members 
Mstep: Class 2 contains 110046 members 
Entering Unmasked Estep 
Score: -10445294.000000 Penalty: 5851.404785
	Iteration 92Q: 3 clusters Score -1.044529e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22821 members 
Mstep: Class 2 contains 110057 members 
Entering Unmasked Estep 
Score: -10445305.000000 Penalty: 5851.404785
	Iteration 93Q: 3 clusters Score -1.04453e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22814 members 
Mstep: Class 2 contains 110064 members 
Entering Unmasked Estep 
Score: -10445300.000000 Penalty: 5851.404785
	Iteration 94Q: 3 clusters Score -1.04453e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22804 members 
Mstep: Class 2 contains 110074 members 
Entering Unmasked Estep 
Score: -10445301.000000 Penalty: 5851.404785
	Iteration 95Q: 3 clusters Score -1.04453e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22791 members 
Mstep: Class 2 contains 110087 members 
Entering Unmasked Estep 
Score: -10445295.000000 Penalty: 5851.404785
	Iteration 96Q: 3 clusters Score -1.04453e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22777 members 
Mstep: Class 2 contains 110101 members 
Entering Unmasked Estep 
Score: -10445285.000000 Penalty: 5851.404785
	Iteration 97Q: 3 clusters Score -1.044528e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22763 members 
Mstep: Class 2 contains 110115 members 
Entering Unmasked Estep 
Score: -10445298.000000 Penalty: 5851.404785
	Iteration 98Q: 3 clusters Score -1.04453e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22743 members 
Mstep: Class 2 contains 110135 members 
Entering Unmasked Estep 
Score: -10445291.000000 Penalty: 5851.404785
	Iteration 99Q: 3 clusters Score -1.044529e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22724 members 
Mstep: Class 2 contains 110154 members 
Entering Unmasked Estep 
Score: -10445302.000000 Penalty: 5851.404785
	Iteration 100F: 3 clusters Score -1.04453e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22702 members 
Mstep: Class 2 contains 110176 members 
Entering Unmasked Estep 
Score: -10445279.000000 Penalty: 5851.404785
	Iteration 101Q: 3 clusters Score -1.044528e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22689 members 
Mstep: Class 2 contains 110189 members 
Entering Unmasked Estep 
Score: -10445276.000000 Penalty: 5851.404785
	Iteration 102Q: 3 clusters Score -1.044528e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22673 members 
Mstep: Class 2 contains 110205 members 
Entering Unmasked Estep 
Score: -10445279.000000 Penalty: 5851.404785
	Iteration 103Q: 3 clusters Score -1.044528e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22655 members 
Mstep: Class 2 contains 110223 members 
Entering Unmasked Estep 
Score: -10445285.000000 Penalty: 5851.404785
	Iteration 104Q: 3 clusters Score -1.044528e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22647 members 
Mstep: Class 2 contains 110231 members 
Entering Unmasked Estep 
Score: -10445284.000000 Penalty: 5851.404785
	Iteration 105Q: 3 clusters Score -1.044528e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22638 members 
Mstep: Class 2 contains 110240 members 
Entering Unmasked Estep 
Score: -10445292.000000 Penalty: 5851.404785
	Iteration 106Q: 3 clusters Score -1.044529e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22629 members 
Mstep: Class 2 contains 110249 members 
Entering Unmasked Estep 
Score: -10445285.000000 Penalty: 5851.404785
	Iteration 107Q: 3 clusters Score -1.044528e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22617 members 
Mstep: Class 2 contains 110261 members 
Entering Unmasked Estep 
Score: -10445294.000000 Penalty: 5851.404785
	Iteration 108Q: 3 clusters Score -1.044529e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22606 members 
Mstep: Class 2 contains 110272 members 
Entering Unmasked Estep 
Score: -10445290.000000 Penalty: 5851.404785
	Iteration 109Q: 3 clusters Score -1.044529e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22591 members 
Mstep: Class 2 contains 110287 members 
Entering Unmasked Estep 
Score: -10445296.000000 Penalty: 5851.404785
	Iteration 110Q: 3 clusters Score -1.04453e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22577 members 
Mstep: Class 2 contains 110301 members 
Entering Unmasked Estep 
Score: -10445297.000000 Penalty: 5851.404785
	Iteration 111Q: 3 clusters Score -1.04453e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22570 members 
Mstep: Class 2 contains 110308 members 
Entering Unmasked Estep 
Score: -10445307.000000 Penalty: 5851.404785
	Iteration 112Q: 3 clusters Score -1.044531e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22564 members 
Mstep: Class 2 contains 110314 members 
Entering Unmasked Estep 
Score: -10445304.000000 Penalty: 5851.404785
	Iteration 113Q: 3 clusters Score -1.04453e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22557 members 
Mstep: Class 2 contains 110321 members 
Entering Unmasked Estep 
Score: -10445309.000000 Penalty: 5851.404785
	Iteration 114Q: 3 clusters Score -1.044531e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22553 members 
Mstep: Class 2 contains 110325 members 
Entering Unmasked Estep 
Score: -10445302.000000 Penalty: 5851.404785
	Iteration 115Q: 3 clusters Score -1.04453e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22548 members 
Mstep: Class 2 contains 110330 members 
Entering Unmasked Estep 
Score: -10445303.000000 Penalty: 5851.404785
	Iteration 116Q: 3 clusters Score -1.04453e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22544 members 
Mstep: Class 2 contains 110334 members 
Entering Unmasked Estep 
Score: -10445302.000000 Penalty: 5851.404785
	Iteration 117Q: 3 clusters Score -1.04453e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22542 members 
Mstep: Class 2 contains 110336 members 
Entering Unmasked Estep 
Score: -10445302.000000 Penalty: 5851.404785
	Iteration 118Q: 3 clusters Score -1.04453e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22540 members 
Mstep: Class 2 contains 110338 members 
Entering Unmasked Estep 
Score: -10445296.000000 Penalty: 5851.404785
	Iteration 119Q: 3 clusters Score -1.04453e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22538 members 
Mstep: Class 2 contains 110340 members 
Entering Unmasked Estep 
Score: -10445304.000000 Penalty: 5851.404785
	Iteration 120F: 3 clusters Score -1.04453e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22536 members 
Mstep: Class 2 contains 110342 members 
Entering Unmasked Estep 
Score: -10445292.000000 Penalty: 5851.404785
	Iteration 121Q: 3 clusters Score -1.044529e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22535 members 
Mstep: Class 2 contains 110343 members 
Entering Unmasked Estep 
Score: -10445292.000000 Penalty: 5851.404785
	Iteration 122Q: 3 clusters Score -1.044529e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22535 members 
Mstep: Class 2 contains 110343 members 
Entering Unmasked Estep 
Score: -10445292.000000 Penalty: 5851.404785
	Iteration 123F: 3 clusters Score -1.044529e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 80642 members 
Mstep: Class 2 contains 3773 members 
Mstep: Class 3 contains 6615 members 
Mstep: Class 4 contains 2408 members 
Mstep: Class 5 contains 17726 members 
Mstep: Class 6 contains 14795 members 
Mstep: Class 7 contains 16610 members 
Mstep: Class 8 contains 3443 members 
Mstep: Class 9 contains 69036 members 
Mstep: Class 10 contains 75504 members 
Mstep: Class 11 contains 4794 members 
Mstep: Class 12 contains 9055 members 
Mstep: Class 13 contains 13983 members 
Mstep: Class 14 contains 4661 members 
Mstep: Class 15 contains 7403 members 
Mstep: Class 16 contains 11340 members 
Mstep: Class 17 contains 156801 members 
Mstep: Class 18 contains 6732 members 
Mstep: Class 19 contains 22535 members 
Mstep: Class 20 contains 26621 members 
Mstep: Class 21 contains 4580 members 
Mstep: Class 22 contains 15985 members 
Mstep: Class 23 contains 712120 members 
Mstep: Class 24 contains 2103 members 
Mstep: Class 25 contains 4285 members 
Mstep: Class 26 contains 52683 members 
Mstep: Class 27 contains 6496 members 
Mstep: Class 28 contains 110343 members 
Entering Unmasked Estep 
Score: -111892504.000000 Penalty: 98577.468750
Splitting cluster 19 changes total score from -111869616.000000 to -111892504.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 20 (26621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26621 members 
Entering Unmasked Estep 
Score: -2093474.750000 Penalty: 2526.985107
	Iteration 0F: 2 clusters Score -2093475 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -2075145.625000 Penalty: 5053.970215
	Iteration 0F: 3 clusters Score -2075146 nChanged 11809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -2081611.625000 Penalty: 5053.970215
	Iteration 1F: 3 clusters Score -2081612 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -2082347.625000 Penalty: 5053.970215
	Iteration 2F: 3 clusters Score -2082348 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -2083203.625000 Penalty: 5053.970215
	Iteration 3F: 3 clusters Score -2083204 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -2084195.000000 Penalty: 5053.970215
	Iteration 4F: 3 clusters Score -2084195 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -2085342.250000 Penalty: 5053.970215
	Iteration 5F: 3 clusters Score -2085342 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -2086345.250000 Penalty: 5053.970215
	Iteration 6F: 3 clusters Score -2086345 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
Score: -2087149.250000 Penalty: 5053.970215
	Iteration 7F: 3 clusters Score -2087149 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -2087843.125000 Penalty: 5053.970215
	Iteration 8Q: 3 clusters Score -2087843 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 16095 members 
Entering Unmasked Estep 
Score: -2088391.250000 Penalty: 5053.970215
	Iteration 9Q: 3 clusters Score -2088391 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
Score: -2088906.875000 Penalty: 5053.970215
	Iteration 10Q: 3 clusters Score -2088907 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 16518 members 
Entering Unmasked Estep 
Score: -2089309.500000 Penalty: 5053.970215
	Iteration 11Q: 3 clusters Score -2089310 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 16727 members 
Entering Unmasked Estep 
Score: -2089635.625000 Penalty: 5053.970215
	Iteration 12Q: 3 clusters Score -2089636 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -2089881.500000 Penalty: 5053.970215
	Iteration 13Q: 3 clusters Score -2089882 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 17037 members 
Entering Unmasked Estep 
Score: -2090112.000000 Penalty: 5053.970215
	Iteration 14Q: 3 clusters Score -2090112 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 17188 members 
Entering Unmasked Estep 
Score: -2090236.000000 Penalty: 5053.970215
	Iteration 15Q: 3 clusters Score -2090236 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 17338 members 
Entering Unmasked Estep 
Score: -2090324.625000 Penalty: 5053.970215
	Iteration 16Q: 3 clusters Score -2090325 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
Score: -2090388.250000 Penalty: 5053.970215
	Iteration 17Q: 3 clusters Score -2090388 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -2090437.625000 Penalty: 5053.970215
	Iteration 18Q: 3 clusters Score -2090438 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 17726 members 
Entering Unmasked Estep 
Score: -2090484.125000 Penalty: 5053.970215
	Iteration 19Q: 3 clusters Score -2090484 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 17837 members 
Entering Unmasked Estep 
Score: -2090505.875000 Penalty: 5053.970215
	Iteration 20F: 3 clusters Score -2090506 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 17951 members 
Entering Unmasked Estep 
Score: -2090535.375000 Penalty: 5053.970215
	Iteration 21Q: 3 clusters Score -2090535 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 18062 members 
Entering Unmasked Estep 
Score: -2090555.250000 Penalty: 5053.970215
	Iteration 22Q: 3 clusters Score -2090555 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 18180 members 
Entering Unmasked Estep 
Score: -2090581.375000 Penalty: 5053.970215
	Iteration 23Q: 3 clusters Score -2090581 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 18290 members 
Entering Unmasked Estep 
Score: -2090604.875000 Penalty: 5053.970215
	Iteration 24Q: 3 clusters Score -2090605 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 18414 members 
Entering Unmasked Estep 
Score: -2090624.250000 Penalty: 5053.970215
	Iteration 25Q: 3 clusters Score -2090624 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 18521 members 
Entering Unmasked Estep 
Score: -2090648.375000 Penalty: 5053.970215
	Iteration 26Q: 3 clusters Score -2090648 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 18636 members 
Entering Unmasked Estep 
Score: -2090679.625000 Penalty: 5053.970215
	Iteration 27Q: 3 clusters Score -2090680 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 18737 members 
Entering Unmasked Estep 
Score: -2090703.000000 Penalty: 5053.970215
	Iteration 28Q: 3 clusters Score -2090703 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 18834 members 
Entering Unmasked Estep 
Score: -2090712.125000 Penalty: 5053.970215
	Iteration 29Q: 3 clusters Score -2090712 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 18941 members 
Entering Unmasked Estep 
Score: -2090724.875000 Penalty: 5053.970215
	Iteration 30Q: 3 clusters Score -2090725 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 19028 members 
Entering Unmasked Estep 
Score: -2090740.250000 Penalty: 5053.970215
	Iteration 31Q: 3 clusters Score -2090740 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 19122 members 
Entering Unmasked Estep 
Score: -2090747.000000 Penalty: 5053.970215
	Iteration 32Q: 3 clusters Score -2090747 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 19214 members 
Entering Unmasked Estep 
Score: -2090762.250000 Penalty: 5053.970215
	Iteration 33Q: 3 clusters Score -2090762 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 19300 members 
Entering Unmasked Estep 
Score: -2090781.875000 Penalty: 5053.970215
	Iteration 34Q: 3 clusters Score -2090782 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 19393 members 
Entering Unmasked Estep 
Score: -2090785.625000 Penalty: 5053.970215
	Iteration 35Q: 3 clusters Score -2090786 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 19484 members 
Entering Unmasked Estep 
Score: -2090800.625000 Penalty: 5053.970215
	Iteration 36Q: 3 clusters Score -2090801 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 19563 members 
Entering Unmasked Estep 
Score: -2090810.625000 Penalty: 5053.970215
	Iteration 37Q: 3 clusters Score -2090811 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 19645 members 
Entering Unmasked Estep 
Score: -2090819.625000 Penalty: 5053.970215
	Iteration 38Q: 3 clusters Score -2090820 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 19730 members 
Entering Unmasked Estep 
Score: -2090833.125000 Penalty: 5053.970215
	Iteration 39Q: 3 clusters Score -2090833 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 19809 members 
Entering Unmasked Estep 
Score: -2090848.000000 Penalty: 5053.970215
	Iteration 40F: 3 clusters Score -2090848 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 19895 members 
Entering Unmasked Estep 
Score: -2090856.500000 Penalty: 5053.970215
	Iteration 41Q: 3 clusters Score -2090856 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 20007 members 
Entering Unmasked Estep 
Score: -2090881.125000 Penalty: 5053.970215
	Iteration 42Q: 3 clusters Score -2090881 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 20114 members 
Entering Unmasked Estep 
Score: -2090895.375000 Penalty: 5053.970215
	Iteration 43Q: 3 clusters Score -2090895 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 20209 members 
Entering Unmasked Estep 
Score: -2090912.000000 Penalty: 5053.970215
	Iteration 44Q: 3 clusters Score -2090912 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 20301 members 
Entering Unmasked Estep 
Score: -2090933.375000 Penalty: 5053.970215
	Iteration 45Q: 3 clusters Score -2090933 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 20404 members 
Entering Unmasked Estep 
Score: -2090945.750000 Penalty: 5053.970215
	Iteration 46Q: 3 clusters Score -2090946 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 20500 members 
Entering Unmasked Estep 
Score: -2090964.125000 Penalty: 5053.970215
	Iteration 47Q: 3 clusters Score -2090964 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 20597 members 
Entering Unmasked Estep 
Score: -2090977.375000 Penalty: 5053.970215
	Iteration 48Q: 3 clusters Score -2090977 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 20685 members 
Entering Unmasked Estep 
Score: -2090997.625000 Penalty: 5053.970215
	Iteration 49Q: 3 clusters Score -2090998 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 20775 members 
Entering Unmasked Estep 
Score: -2091005.375000 Penalty: 5053.970215
	Iteration 50Q: 3 clusters Score -2091005 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 20873 members 
Entering Unmasked Estep 
Score: -2091029.750000 Penalty: 5053.970215
	Iteration 51Q: 3 clusters Score -2091030 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 20969 members 
Entering Unmasked Estep 
Score: -2091038.500000 Penalty: 5053.970215
	Iteration 52Q: 3 clusters Score -2091038 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 21080 members 
Entering Unmasked Estep 
Score: -2091056.375000 Penalty: 5053.970215
	Iteration 53Q: 3 clusters Score -2091056 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 21196 members 
Entering Unmasked Estep 
Score: -2091087.500000 Penalty: 5053.970215
	Iteration 54Q: 3 clusters Score -2091088 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 21317 members 
Entering Unmasked Estep 
Score: -2091108.000000 Penalty: 5053.970215
	Iteration 55Q: 3 clusters Score -2091108 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 21441 members 
Entering Unmasked Estep 
Score: -2091139.250000 Penalty: 5053.970215
	Iteration 56Q: 3 clusters Score -2091139 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 21546 members 
Entering Unmasked Estep 
Score: -2091148.375000 Penalty: 5053.970215
	Iteration 57Q: 3 clusters Score -2091148 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 21632 members 
Entering Unmasked Estep 
Score: -2091169.875000 Penalty: 5053.970215
	Iteration 58Q: 3 clusters Score -2091170 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 21723 members 
Entering Unmasked Estep 
Score: -2091186.750000 Penalty: 5053.970215
	Iteration 59Q: 3 clusters Score -2091187 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 21810 members 
Entering Unmasked Estep 
Score: -2091203.500000 Penalty: 5053.970215
	Iteration 60F: 3 clusters Score -2091204 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 21904 members 
Entering Unmasked Estep 
Score: -2091221.625000 Penalty: 5053.970215
	Iteration 61Q: 3 clusters Score -2091222 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 22008 members 
Entering Unmasked Estep 
Score: -2091237.750000 Penalty: 5053.970215
	Iteration 62Q: 3 clusters Score -2091238 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 22101 members 
Entering Unmasked Estep 
Score: -2091259.750000 Penalty: 5053.970215
	Iteration 63Q: 3 clusters Score -2091260 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 22182 members 
Entering Unmasked Estep 
Score: -2091279.875000 Penalty: 5053.970215
	Iteration 64Q: 3 clusters Score -2091280 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 22253 members 
Entering Unmasked Estep 
Score: -2091290.000000 Penalty: 5053.970215
	Iteration 65Q: 3 clusters Score -2091290 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 22319 members 
Entering Unmasked Estep 
Score: -2091294.375000 Penalty: 5053.970215
	Iteration 66Q: 3 clusters Score -2091294 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 22379 members 
Entering Unmasked Estep 
Score: -2091304.125000 Penalty: 5053.970215
	Iteration 67Q: 3 clusters Score -2091304 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 22436 members 
Entering Unmasked Estep 
Score: -2091316.000000 Penalty: 5053.970215
	Iteration 68Q: 3 clusters Score -2091316 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 22500 members 
Entering Unmasked Estep 
Score: -2091326.875000 Penalty: 5053.970215
	Iteration 69Q: 3 clusters Score -2091327 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 22569 members 
Entering Unmasked Estep 
Score: -2091338.250000 Penalty: 5053.970215
	Iteration 70Q: 3 clusters Score -2091338 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 22625 members 
Entering Unmasked Estep 
Score: -2091350.750000 Penalty: 5053.970215
	Iteration 71Q: 3 clusters Score -2091351 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 22672 members 
Entering Unmasked Estep 
Score: -2091354.875000 Penalty: 5053.970215
	Iteration 72Q: 3 clusters Score -2091355 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 22719 members 
Entering Unmasked Estep 
Score: -2091364.625000 Penalty: 5053.970215
	Iteration 73Q: 3 clusters Score -2091365 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 22770 members 
Entering Unmasked Estep 
Score: -2091373.625000 Penalty: 5053.970215
	Iteration 74Q: 3 clusters Score -2091374 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 22808 members 
Entering Unmasked Estep 
Score: -2091382.750000 Penalty: 5053.970215
	Iteration 75Q: 3 clusters Score -2091383 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 22842 members 
Entering Unmasked Estep 
Score: -2091391.000000 Penalty: 5053.970215
	Iteration 76Q: 3 clusters Score -2091391 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 22866 members 
Entering Unmasked Estep 
Score: -2091394.000000 Penalty: 5053.970215
	Iteration 77Q: 3 clusters Score -2091394 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 22891 members 
Entering Unmasked Estep 
Score: -2091391.375000 Penalty: 5053.970215
	Iteration 78Q: 3 clusters Score -2091391 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 22921 members 
Entering Unmasked Estep 
Score: -2091400.375000 Penalty: 5053.970215
	Iteration 79Q: 3 clusters Score -2091400 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 22951 members 
Entering Unmasked Estep 
Score: -2091402.125000 Penalty: 5053.970215
	Iteration 80F: 3 clusters Score -2091402 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 22978 members 
Entering Unmasked Estep 
Score: -2091411.125000 Penalty: 5053.970215
	Iteration 81Q: 3 clusters Score -2091411 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 23008 members 
Entering Unmasked Estep 
Score: -2091409.750000 Penalty: 5053.970215
	Iteration 82Q: 3 clusters Score -2091410 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 23031 members 
Entering Unmasked Estep 
Score: -2091415.625000 Penalty: 5053.970215
	Iteration 83Q: 3 clusters Score -2091416 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 23051 members 
Entering Unmasked Estep 
Score: -2091415.375000 Penalty: 5053.970215
	Iteration 84Q: 3 clusters Score -2091415 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 23067 members 
Entering Unmasked Estep 
Score: -2091421.250000 Penalty: 5053.970215
	Iteration 85Q: 3 clusters Score -2091421 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 23082 members 
Entering Unmasked Estep 
Score: -2091418.625000 Penalty: 5053.970215
	Iteration 86Q: 3 clusters Score -2091419 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 23097 members 
Entering Unmasked Estep 
Score: -2091422.625000 Penalty: 5053.970215
	Iteration 87Q: 3 clusters Score -2091423 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 23109 members 
Entering Unmasked Estep 
Score: -2091423.750000 Penalty: 5053.970215
	Iteration 88Q: 3 clusters Score -2091424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 23118 members 
Entering Unmasked Estep 
Score: -2091422.875000 Penalty: 5053.970215
	Iteration 89Q: 3 clusters Score -2091423 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 23129 members 
Entering Unmasked Estep 
Score: -2091424.375000 Penalty: 5053.970215
	Iteration 90Q: 3 clusters Score -2091424 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 23147 members 
Entering Unmasked Estep 
Score: -2091423.875000 Penalty: 5053.970215
	Iteration 91Q: 3 clusters Score -2091424 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 23166 members 
Entering Unmasked Estep 
Score: -2091427.000000 Penalty: 5053.970215
	Iteration 92Q: 3 clusters Score -2091427 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 23188 members 
Entering Unmasked Estep 
Score: -2091429.125000 Penalty: 5053.970215
	Iteration 93Q: 3 clusters Score -2091429 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 23214 members 
Entering Unmasked Estep 
Score: -2091436.375000 Penalty: 5053.970215
	Iteration 94Q: 3 clusters Score -2091436 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 23245 members 
Entering Unmasked Estep 
Score: -2091448.250000 Penalty: 5053.970215
	Iteration 95Q: 3 clusters Score -2091448 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 23281 members 
Entering Unmasked Estep 
Score: -2091454.625000 Penalty: 5053.970215
	Iteration 96Q: 3 clusters Score -2091455 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 23306 members 
Entering Unmasked Estep 
Score: -2091459.250000 Penalty: 5053.970215
	Iteration 97Q: 3 clusters Score -2091459 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 23329 members 
Entering Unmasked Estep 
Score: -2091464.625000 Penalty: 5053.970215
	Iteration 98Q: 3 clusters Score -2091465 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 23350 members 
Entering Unmasked Estep 
Score: -2091466.750000 Penalty: 5053.970215
	Iteration 99Q: 3 clusters Score -2091467 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 23377 members 
Entering Unmasked Estep 
Score: -2091467.125000 Penalty: 5053.970215
	Iteration 100F: 3 clusters Score -2091467 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 23405 members 
Entering Unmasked Estep 
Score: -2091473.250000 Penalty: 5053.970215
	Iteration 101Q: 3 clusters Score -2091473 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 23433 members 
Entering Unmasked Estep 
Score: -2091481.625000 Penalty: 5053.970215
	Iteration 102Q: 3 clusters Score -2091482 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 23449 members 
Entering Unmasked Estep 
Score: -2091483.875000 Penalty: 5053.970215
	Iteration 103Q: 3 clusters Score -2091484 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 23468 members 
Entering Unmasked Estep 
Score: -2091489.000000 Penalty: 5053.970215
	Iteration 104Q: 3 clusters Score -2091489 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 23483 members 
Entering Unmasked Estep 
Score: -2091493.375000 Penalty: 5053.970215
	Iteration 105Q: 3 clusters Score -2091493 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 23505 members 
Entering Unmasked Estep 
Score: -2091496.500000 Penalty: 5053.970215
	Iteration 106Q: 3 clusters Score -2091496 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 23524 members 
Entering Unmasked Estep 
Score: -2091503.750000 Penalty: 5053.970215
	Iteration 107Q: 3 clusters Score -2091504 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 23540 members 
Entering Unmasked Estep 
Score: -2091502.750000 Penalty: 5053.970215
	Iteration 108Q: 3 clusters Score -2091503 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 23551 members 
Entering Unmasked Estep 
Score: -2091501.375000 Penalty: 5053.970215
	Iteration 109Q: 3 clusters Score -2091501 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 23565 members 
Entering Unmasked Estep 
Score: -2091508.875000 Penalty: 5053.970215
	Iteration 110Q: 3 clusters Score -2091509 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 23585 members 
Entering Unmasked Estep 
Score: -2091515.375000 Penalty: 5053.970215
	Iteration 111Q: 3 clusters Score -2091515 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 23603 members 
Entering Unmasked Estep 
Score: -2091519.375000 Penalty: 5053.970215
	Iteration 112Q: 3 clusters Score -2091519 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 23620 members 
Entering Unmasked Estep 
Score: -2091517.625000 Penalty: 5053.970215
	Iteration 113Q: 3 clusters Score -2091518 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 23635 members 
Entering Unmasked Estep 
Score: -2091517.125000 Penalty: 5053.970215
	Iteration 114Q: 3 clusters Score -2091517 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 23649 members 
Entering Unmasked Estep 
Score: -2091517.500000 Penalty: 5053.970215
	Iteration 115Q: 3 clusters Score -2091518 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 23659 members 
Entering Unmasked Estep 
Score: -2091518.875000 Penalty: 5053.970215
	Iteration 116Q: 3 clusters Score -2091519 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 23669 members 
Entering Unmasked Estep 
Score: -2091519.375000 Penalty: 5053.970215
	Iteration 117Q: 3 clusters Score -2091519 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 23678 members 
Entering Unmasked Estep 
Score: -2091519.625000 Penalty: 5053.970215
	Iteration 118Q: 3 clusters Score -2091520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 23684 members 
Entering Unmasked Estep 
Score: -2091518.750000 Penalty: 5053.970215
	Iteration 119Q: 3 clusters Score -2091519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 23687 members 
Entering Unmasked Estep 
Score: -2091520.625000 Penalty: 5053.970215
	Iteration 120F: 3 clusters Score -2091521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 23689 members 
Entering Unmasked Estep 
Score: -2091520.625000 Penalty: 5053.970215
	Iteration 121Q: 3 clusters Score -2091521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 23692 members 
Entering Unmasked Estep 
Score: -2091520.250000 Penalty: 5053.970215
	Iteration 122Q: 3 clusters Score -2091520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 23695 members 
Entering Unmasked Estep 
Score: -2091521.000000 Penalty: 5053.970215
	Iteration 123Q: 3 clusters Score -2091521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 23698 members 
Entering Unmasked Estep 
Score: -2091521.625000 Penalty: 5053.970215
	Iteration 124Q: 3 clusters Score -2091522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 23700 members 
Entering Unmasked Estep 
Score: -2091520.625000 Penalty: 5053.970215
	Iteration 125Q: 3 clusters Score -2091521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 23703 members 
Entering Unmasked Estep 
Score: -2091521.125000 Penalty: 5053.970215
	Iteration 126Q: 3 clusters Score -2091521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 23707 members 
Entering Unmasked Estep 
Score: -2091521.750000 Penalty: 5053.970215
	Iteration 127Q: 3 clusters Score -2091522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 23710 members 
Entering Unmasked Estep 
Score: -2091526.000000 Penalty: 5053.970215
	Iteration 128Q: 3 clusters Score -2091526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 23711 members 
Entering Unmasked Estep 
Score: -2091522.875000 Penalty: 5053.970215
	Iteration 129Q: 3 clusters Score -2091523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 23712 members 
Entering Unmasked Estep 
Score: -2091524.000000 Penalty: 5053.970215
	Iteration 130Q: 3 clusters Score -2091524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 23713 members 
Entering Unmasked Estep 
Score: -2091525.125000 Penalty: 5053.970215
	Iteration 131Q: 3 clusters Score -2091525 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 23713 members 
Entering Unmasked Estep 
Score: -2091525.125000 Penalty: 5053.970215
	Iteration 132F: 3 clusters Score -2091525 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Entering Unmasked Estep 
Score: -327688.093750 Penalty: 2090.504639
	Iteration 0F: 2 clusters Score -327688.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -323517.093750 Penalty: 4181.009277
	Iteration 0F: 3 clusters Score -323517.1 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -324592.125000 Penalty: 4181.009277
	Iteration 1F: 3 clusters Score -324592.1 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -324821.468750 Penalty: 4181.009277
	Iteration 2F: 3 clusters Score -324821.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -325012.062500 Penalty: 4181.009277
	Iteration 3F: 3 clusters Score -325012.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -325225.375000 Penalty: 4181.009277
	Iteration 4Q: 3 clusters Score -325225.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -325462.812500 Penalty: 4181.009277
	Iteration 5F: 3 clusters Score -325462.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -325686.468750 Penalty: 4181.009277
	Iteration 6Q: 3 clusters Score -325686.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -325877.656250 Penalty: 4181.009277
	Iteration 7Q: 3 clusters Score -325877.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -326061.812500 Penalty: 4181.009277
	Iteration 8Q: 3 clusters Score -326061.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -326179.218750 Penalty: 4181.009277
	Iteration 9Q: 3 clusters Score -326179.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -326255.281250 Penalty: 4181.009277
	Iteration 10Q: 3 clusters Score -326255.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -326313.375000 Penalty: 4181.009277
	Iteration 11Q: 3 clusters Score -326313.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -326363.500000 Penalty: 4181.009277
	Iteration 12Q: 3 clusters Score -326363.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -326397.375000 Penalty: 4181.009277
	Iteration 13Q: 3 clusters Score -326397.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -326412.500000 Penalty: 4181.009277
	Iteration 14Q: 3 clusters Score -326412.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -326425.500000 Penalty: 4181.009277
	Iteration 15Q: 3 clusters Score -326425.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -326438.125000 Penalty: 4181.009277
	Iteration 16Q: 3 clusters Score -326438.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -326450.437500 Penalty: 4181.009277
	Iteration 17Q: 3 clusters Score -326450.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -326461.531250 Penalty: 4181.009277
	Iteration 18Q: 3 clusters Score -326461.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -326471.781250 Penalty: 4181.009277
	Iteration 19Q: 3 clusters Score -326471.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -326478.125000 Penalty: 4181.009277
	Iteration 20F: 3 clusters Score -326478.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -326480.531250 Penalty: 4181.009277
	Iteration 21Q: 3 clusters Score -326480.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -326485.062500 Penalty: 4181.009277
	Iteration 22Q: 3 clusters Score -326485.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -326491.843750 Penalty: 4181.009277
	Iteration 23Q: 3 clusters Score -326491.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -326500.187500 Penalty: 4181.009277
	Iteration 24Q: 3 clusters Score -326500.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -326508.500000 Penalty: 4181.009277
	Iteration 25Q: 3 clusters Score -326508.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -326512.031250 Penalty: 4181.009277
	Iteration 26Q: 3 clusters Score -326512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -326514.281250 Penalty: 4181.009277
	Iteration 27Q: 3 clusters Score -326514.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -326517.031250 Penalty: 4181.009277
	Iteration 28Q: 3 clusters Score -326517 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -326518.468750 Penalty: 4181.009277
	Iteration 29Q: 3 clusters Score -326518.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -326521.031250 Penalty: 4181.009277
	Iteration 30Q: 3 clusters Score -326521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -326522.281250 Penalty: 4181.009277
	Iteration 31Q: 3 clusters Score -326522.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -326522.906250 Penalty: 4181.009277
	Iteration 32Q: 3 clusters Score -326522.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -326523.218750 Penalty: 4181.009277
	Iteration 33Q: 3 clusters Score -326523.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -326524.093750 Penalty: 4181.009277
	Iteration 34Q: 3 clusters Score -326524.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -326524.093750 Penalty: 4181.009277
	Iteration 35F: 3 clusters Score -326524.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (15985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15985 members 
Entering Unmasked Estep 
Score: -1260530.875000 Penalty: 2400.492676
	Iteration 0F: 2 clusters Score -1260531 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -1249095.625000 Penalty: 4800.985352
	Iteration 0F: 3 clusters Score -1249096 nChanged 6915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -1252856.625000 Penalty: 4800.985352
	Iteration 1F: 3 clusters Score -1252857 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1253805.500000 Penalty: 4800.985352
	Iteration 2F: 3 clusters Score -1253806 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1255261.250000 Penalty: 4800.985352
	Iteration 3F: 3 clusters Score -1255261 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -1256831.625000 Penalty: 4800.985352
	Iteration 4F: 3 clusters Score -1256832 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -1257951.125000 Penalty: 4800.985352
	Iteration 5F: 3 clusters Score -1257951 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -1258690.750000 Penalty: 4800.985352
	Iteration 6F: 3 clusters Score -1258691 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -1259111.250000 Penalty: 4800.985352
	Iteration 7Q: 3 clusters Score -1259111 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -1259379.000000 Penalty: 4800.985352
	Iteration 8Q: 3 clusters Score -1259379 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -1259554.125000 Penalty: 4800.985352
	Iteration 9Q: 3 clusters Score -1259554 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -1259705.875000 Penalty: 4800.985352
	Iteration 10Q: 3 clusters Score -1259706 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -1259835.750000 Penalty: 4800.985352
	Iteration 11Q: 3 clusters Score -1259836 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -1259959.250000 Penalty: 4800.985352
	Iteration 12Q: 3 clusters Score -1259959 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -1260115.625000 Penalty: 4800.985352
	Iteration 13Q: 3 clusters Score -1260116 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -1260286.125000 Penalty: 4800.985352
	Iteration 14Q: 3 clusters Score -1260286 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -1260456.500000 Penalty: 4800.985352
	Iteration 15Q: 3 clusters Score -1260456 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -1260618.250000 Penalty: 4800.985352
	Iteration 16Q: 3 clusters Score -1260618 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -1260778.750000 Penalty: 4800.985352
	Iteration 17Q: 3 clusters Score -1260779 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -1260956.250000 Penalty: 4800.985352
	Iteration 18Q: 3 clusters Score -1260956 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -1261160.875000 Penalty: 4800.985352
	Iteration 19Q: 3 clusters Score -1261161 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -1261398.000000 Penalty: 4800.985352
	Iteration 20F: 3 clusters Score -1261398 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -1261701.000000 Penalty: 4800.985352
	Iteration 21Q: 3 clusters Score -1261701 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -1262126.000000 Penalty: 4800.985352
	Iteration 22Q: 3 clusters Score -1262126 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -1262490.375000 Penalty: 4800.985352
	Iteration 23Q: 3 clusters Score -1262490 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -1262593.625000 Penalty: 4800.985352
	Iteration 24Q: 3 clusters Score -1262594 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -1262622.875000 Penalty: 4800.985352
	Iteration 25Q: 3 clusters Score -1262623 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -1262639.000000 Penalty: 4800.985352
	Iteration 26Q: 3 clusters Score -1262639 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -1262648.250000 Penalty: 4800.985352
	Iteration 27Q: 3 clusters Score -1262648 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -1262649.000000 Penalty: 4800.985352
	Iteration 28Q: 3 clusters Score -1262649 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -1262658.500000 Penalty: 4800.985352
	Iteration 29Q: 3 clusters Score -1262658 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -1262662.125000 Penalty: 4800.985352
	Iteration 30Q: 3 clusters Score -1262662 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -1262672.875000 Penalty: 4800.985352
	Iteration 31Q: 3 clusters Score -1262673 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 14046 members 
Entering Unmasked Estep 
Score: -1262677.000000 Penalty: 4800.985352
	Iteration 32Q: 3 clusters Score -1262677 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -1262681.125000 Penalty: 4800.985352
	Iteration 33Q: 3 clusters Score -1262681 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -1262684.875000 Penalty: 4800.985352
	Iteration 34Q: 3 clusters Score -1262685 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -1262686.500000 Penalty: 4800.985352
	Iteration 35Q: 3 clusters Score -1262686 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -1262691.125000 Penalty: 4800.985352
	Iteration 36Q: 3 clusters Score -1262691 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -1262692.250000 Penalty: 4800.985352
	Iteration 37Q: 3 clusters Score -1262692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -1262694.875000 Penalty: 4800.985352
	Iteration 38Q: 3 clusters Score -1262695 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -1262698.375000 Penalty: 4800.985352
	Iteration 39Q: 3 clusters Score -1262698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -1262697.625000 Penalty: 4800.985352
	Iteration 40F: 3 clusters Score -1262698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -1262700.000000 Penalty: 4800.985352
	Iteration 41Q: 3 clusters Score -1262700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -1262702.750000 Penalty: 4800.985352
	Iteration 42Q: 3 clusters Score -1262703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -1262702.750000 Penalty: 4800.985352
	Iteration 43Q: 3 clusters Score -1262703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -1262702.125000 Penalty: 4800.985352
	Iteration 44Q: 3 clusters Score -1262702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
Score: -1262701.250000 Penalty: 4800.985352
	Iteration 45Q: 3 clusters Score -1262701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -1262703.125000 Penalty: 4800.985352
	Iteration 46Q: 3 clusters Score -1262703 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -1262703.125000 Penalty: 4800.985352
	Iteration 47F: 3 clusters Score -1262703 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 80642 members 
Mstep: Class 2 contains 3773 members 
Mstep: Class 3 contains 6615 members 
Mstep: Class 4 contains 2408 members 
Mstep: Class 5 contains 17726 members 
Mstep: Class 6 contains 14795 members 
Mstep: Class 7 contains 16610 members 
Mstep: Class 8 contains 3443 members 
Mstep: Class 9 contains 69036 members 
Mstep: Class 10 contains 75504 members 
Mstep: Class 11 contains 4794 members 
Mstep: Class 12 contains 9055 members 
Mstep: Class 13 contains 13983 members 
Mstep: Class 14 contains 4661 members 
Mstep: Class 15 contains 7403 members 
Mstep: Class 16 contains 11340 members 
Mstep: Class 17 contains 156801 members 
Mstep: Class 18 contains 6732 members 
Mstep: Class 19 contains 22535 members 
Mstep: Class 20 contains 26621 members 
Mstep: Class 21 contains 4580 members 
Mstep: Class 22 contains 2018 members 
Mstep: Class 23 contains 712120 members 
Mstep: Class 24 contains 2103 members 
Mstep: Class 25 contains 4285 members 
Mstep: Class 26 contains 52683 members 
Mstep: Class 27 contains 6496 members 
Mstep: Class 28 contains 110343 members 
Mstep: Class 29 contains 13967 members 
Entering Unmasked Estep 
Score: -111893520.000000 Penalty: 102098.093750
Splitting cluster 22 changes total score from -111869616.000000 to -111893520.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 23 (712120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712120 members 
Entering Unmasked Estep 
Score: -55731316.000000 Penalty: 3342.048340
	Iteration 0F: 2 clusters Score -5.573132e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356194 members 
Mstep: Class 2 contains 355926 members 
Entering Unmasked Estep 
Score: -55249304.000000 Penalty: 6684.096680
	Iteration 0F: 3 clusters Score -5.52493e+07 nChanged 349006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365708 members 
Mstep: Class 2 contains 346412 members 
Entering Unmasked Estep 
Score: -55461852.000000 Penalty: 6684.096680
	Iteration 1F: 3 clusters Score -5.546185e+07 nChanged 20089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370905 members 
Mstep: Class 2 contains 341215 members 
Entering Unmasked Estep 
Score: -55467300.000000 Penalty: 6684.096680
	Iteration 2Q: 3 clusters Score -5.54673e+07 nChanged 25220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379409 members 
Mstep: Class 2 contains 332711 members 
Entering Unmasked Estep 
Score: -55476736.000000 Penalty: 6684.096680
	Iteration 3Q: 3 clusters Score -5.547674e+07 nChanged 32114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392415 members 
Mstep: Class 2 contains 319705 members 
Entering Unmasked Estep 
Score: -55492608.000000 Penalty: 6684.096680
	Iteration 4Q: 3 clusters Score -5.549261e+07 nChanged 40037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409738 members 
Mstep: Class 2 contains 302382 members 
Entering Unmasked Estep 
Score: -55517956.000000 Penalty: 6684.096680
	Iteration 5F: 3 clusters Score -5.551796e+07 nChanged 45846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428416 members 
Mstep: Class 2 contains 283704 members 
Entering Unmasked Estep 
Score: -55549632.000000 Penalty: 6684.096680
	Iteration 6F: 3 clusters Score -5.554963e+07 nChanged 46415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444823 members 
Mstep: Class 2 contains 267297 members 
Entering Unmasked Estep 
Score: -55580772.000000 Penalty: 6684.096680
	Iteration 7F: 3 clusters Score -5.558077e+07 nChanged 42536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456643 members 
Mstep: Class 2 contains 255477 members 
Entering Unmasked Estep 
Score: -55606556.000000 Penalty: 6684.096680
	Iteration 8F: 3 clusters Score -5.560656e+07 nChanged 36796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464761 members 
Mstep: Class 2 contains 247359 members 
Entering Unmasked Estep 
Score: -55627528.000000 Penalty: 6684.096680
	Iteration 9F: 3 clusters Score -5.562753e+07 nChanged 30924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470663 members 
Mstep: Class 2 contains 241457 members 
Entering Unmasked Estep 
Score: -55642976.000000 Penalty: 6684.096680
	Iteration 10Q: 3 clusters Score -5.564298e+07 nChanged 25146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475413 members 
Mstep: Class 2 contains 236707 members 
Entering Unmasked Estep 
Score: -55654544.000000 Penalty: 6684.096680
	Iteration 11Q: 3 clusters Score -5.565454e+07 nChanged 19745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479416 members 
Mstep: Class 2 contains 232704 members 
Entering Unmasked Estep 
Score: -55663012.000000 Penalty: 6684.096680
	Iteration 12Q: 3 clusters Score -5.566301e+07 nChanged 14978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482796 members 
Mstep: Class 2 contains 229324 members 
Entering Unmasked Estep 
Score: -55667356.000000 Penalty: 6684.096680
	Iteration 13Q: 3 clusters Score -5.566736e+07 nChanged 11458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486056 members 
Mstep: Class 2 contains 226064 members 
Entering Unmasked Estep 
Score: -55669472.000000 Penalty: 6684.096680
	Iteration 14Q: 3 clusters Score -5.566947e+07 nChanged 9440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489296 members 
Mstep: Class 2 contains 222824 members 
Entering Unmasked Estep 
Score: -55671612.000000 Penalty: 6684.096680
	Iteration 15Q: 3 clusters Score -5.567161e+07 nChanged 8225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492507 members 
Mstep: Class 2 contains 219613 members 
Entering Unmasked Estep 
Score: -55673516.000000 Penalty: 6684.096680
	Iteration 16Q: 3 clusters Score -5.567352e+07 nChanged 7458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496065 members 
Mstep: Class 2 contains 216055 members 
Entering Unmasked Estep 
Score: -55675404.000000 Penalty: 6684.096680
	Iteration 17Q: 3 clusters Score -5.56754e+07 nChanged 7001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499810 members 
Mstep: Class 2 contains 212310 members 
Entering Unmasked Estep 
Score: -55676852.000000 Penalty: 6684.096680
	Iteration 18Q: 3 clusters Score -5.567685e+07 nChanged 6899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503805 members 
Mstep: Class 2 contains 208315 members 
Entering Unmasked Estep 
Score: -55678528.000000 Penalty: 6684.096680
	Iteration 19Q: 3 clusters Score -5.567853e+07 nChanged 6765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507986 members 
Mstep: Class 2 contains 204134 members 
Entering Unmasked Estep 
Score: -55680204.000000 Penalty: 6684.096680
	Iteration 20F: 3 clusters Score -5.56802e+07 nChanged 6468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512312 members 
Mstep: Class 2 contains 199808 members 
Entering Unmasked Estep 
Score: -55681824.000000 Penalty: 6684.096680
	Iteration 21Q: 3 clusters Score -5.568182e+07 nChanged 6432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516854 members 
Mstep: Class 2 contains 195266 members 
Entering Unmasked Estep 
Score: -55683112.000000 Penalty: 6684.096680
	Iteration 22Q: 3 clusters Score -5.568311e+07 nChanged 6250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521528 members 
Mstep: Class 2 contains 190592 members 
Entering Unmasked Estep 
Score: -55684828.000000 Penalty: 6684.096680
	Iteration 23Q: 3 clusters Score -5.568483e+07 nChanged 6290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526492 members 
Mstep: Class 2 contains 185628 members 
Entering Unmasked Estep 
Score: -55686544.000000 Penalty: 6684.096680
	Iteration 24Q: 3 clusters Score -5.568654e+07 nChanged 6414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531744 members 
Mstep: Class 2 contains 180376 members 
Entering Unmasked Estep 
Score: -55688092.000000 Penalty: 6684.096680
	Iteration 25Q: 3 clusters Score -5.568809e+07 nChanged 6440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537252 members 
Mstep: Class 2 contains 174868 members 
Entering Unmasked Estep 
Score: -55690028.000000 Penalty: 6684.096680
	Iteration 26Q: 3 clusters Score -5.569003e+07 nChanged 6585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543005 members 
Mstep: Class 2 contains 169115 members 
Entering Unmasked Estep 
Score: -55691944.000000 Penalty: 6684.096680
	Iteration 27Q: 3 clusters Score -5.569194e+07 nChanged 6738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549043 members 
Mstep: Class 2 contains 163077 members 
Entering Unmasked Estep 
Score: -55693872.000000 Penalty: 6684.096680
	Iteration 28Q: 3 clusters Score -5.569387e+07 nChanged 6795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555298 members 
Mstep: Class 2 contains 156822 members 
Entering Unmasked Estep 
Score: -55696212.000000 Penalty: 6684.096680
	Iteration 29Q: 3 clusters Score -5.569621e+07 nChanged 6990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561804 members 
Mstep: Class 2 contains 150316 members 
Entering Unmasked Estep 
Score: -55698188.000000 Penalty: 6684.096680
	Iteration 30Q: 3 clusters Score -5.569819e+07 nChanged 7106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568414 members 
Mstep: Class 2 contains 143706 members 
Entering Unmasked Estep 
Score: -55700860.000000 Penalty: 6684.096680
	Iteration 31Q: 3 clusters Score -5.570086e+07 nChanged 7030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574992 members 
Mstep: Class 2 contains 137128 members 
Entering Unmasked Estep 
Score: -55703200.000000 Penalty: 6684.096680
	Iteration 32Q: 3 clusters Score -5.57032e+07 nChanged 6816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581358 members 
Mstep: Class 2 contains 130762 members 
Entering Unmasked Estep 
Score: -55705752.000000 Penalty: 6684.096680
	Iteration 33Q: 3 clusters Score -5.570575e+07 nChanged 6534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587484 members 
Mstep: Class 2 contains 124636 members 
Entering Unmasked Estep 
Score: -55707848.000000 Penalty: 6684.096680
	Iteration 34Q: 3 clusters Score -5.570785e+07 nChanged 6291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593411 members 
Mstep: Class 2 contains 118709 members 
Entering Unmasked Estep 
Score: -55709840.000000 Penalty: 6684.096680
	Iteration 35Q: 3 clusters Score -5.570984e+07 nChanged 5874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599005 members 
Mstep: Class 2 contains 113115 members 
Entering Unmasked Estep 
Score: -55711800.000000 Penalty: 6684.096680
	Iteration 36Q: 3 clusters Score -5.57118e+07 nChanged 5318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604167 members 
Mstep: Class 2 contains 107953 members 
Entering Unmasked Estep 
Score: -55713504.000000 Penalty: 6684.096680
	Iteration 37Q: 3 clusters Score -5.57135e+07 nChanged 4982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609065 members 
Mstep: Class 2 contains 103055 members 
Entering Unmasked Estep 
Score: -55714828.000000 Penalty: 6684.096680
	Iteration 38Q: 3 clusters Score -5.571483e+07 nChanged 4644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613673 members 
Mstep: Class 2 contains 98447 members 
Entering Unmasked Estep 
Score: -55716200.000000 Penalty: 6684.096680
	Iteration 39Q: 3 clusters Score -5.57162e+07 nChanged 4450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618095 members 
Mstep: Class 2 contains 94025 members 
Entering Unmasked Estep 
Score: -55717372.000000 Penalty: 6684.096680
	Iteration 40F: 3 clusters Score -5.571737e+07 nChanged 4271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622354 members 
Mstep: Class 2 contains 89766 members 
Entering Unmasked Estep 
Score: -55718292.000000 Penalty: 6684.096680
	Iteration 41Q: 3 clusters Score -5.571829e+07 nChanged 4199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626545 members 
Mstep: Class 2 contains 85575 members 
Entering Unmasked Estep 
Score: -55719096.000000 Penalty: 6684.096680
	Iteration 42Q: 3 clusters Score -5.57191e+07 nChanged 4025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630566 members 
Mstep: Class 2 contains 81554 members 
Entering Unmasked Estep 
Score: -55719808.000000 Penalty: 6684.096680
	Iteration 43Q: 3 clusters Score -5.571981e+07 nChanged 3894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634458 members 
Mstep: Class 2 contains 77662 members 
Entering Unmasked Estep 
Score: -55720768.000000 Penalty: 6684.096680
	Iteration 44Q: 3 clusters Score -5.572077e+07 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638147 members 
Mstep: Class 2 contains 73973 members 
Entering Unmasked Estep 
Score: -55721572.000000 Penalty: 6684.096680
	Iteration 45Q: 3 clusters Score -5.572157e+07 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641780 members 
Mstep: Class 2 contains 70340 members 
Entering Unmasked Estep 
Score: -55722584.000000 Penalty: 6684.096680
	Iteration 46Q: 3 clusters Score -5.572258e+07 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645307 members 
Mstep: Class 2 contains 66813 members 
Entering Unmasked Estep 
Score: -55723220.000000 Penalty: 6684.096680
	Iteration 47Q: 3 clusters Score -5.572322e+07 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648784 members 
Mstep: Class 2 contains 63336 members 
Entering Unmasked Estep 
Score: -55724020.000000 Penalty: 6684.096680
	Iteration 48Q: 3 clusters Score -5.572402e+07 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652085 members 
Mstep: Class 2 contains 60035 members 
Entering Unmasked Estep 
Score: -55724672.000000 Penalty: 6684.096680
	Iteration 49Q: 3 clusters Score -5.572467e+07 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655176 members 
Mstep: Class 2 contains 56944 members 
Entering Unmasked Estep 
Score: -55725276.000000 Penalty: 6684.096680
	Iteration 50Q: 3 clusters Score -5.572528e+07 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658172 members 
Mstep: Class 2 contains 53948 members 
Entering Unmasked Estep 
Score: -55725688.000000 Penalty: 6684.096680
	Iteration 51Q: 3 clusters Score -5.572569e+07 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661174 members 
Mstep: Class 2 contains 50946 members 
Entering Unmasked Estep 
Score: -55726328.000000 Penalty: 6684.096680
	Iteration 52Q: 3 clusters Score -5.572633e+07 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664092 members 
Mstep: Class 2 contains 48028 members 
Entering Unmasked Estep 
Score: -55726996.000000 Penalty: 6684.096680
	Iteration 53Q: 3 clusters Score -5.5727e+07 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666865 members 
Mstep: Class 2 contains 45255 members 
Entering Unmasked Estep 
Score: -55727696.000000 Penalty: 6684.096680
	Iteration 54Q: 3 clusters Score -5.57277e+07 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669547 members 
Mstep: Class 2 contains 42573 members 
Entering Unmasked Estep 
Score: -55727788.000000 Penalty: 6684.096680
	Iteration 55Q: 3 clusters Score -5.572779e+07 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672146 members 
Mstep: Class 2 contains 39974 members 
Entering Unmasked Estep 
Score: -55728396.000000 Penalty: 6684.096680
	Iteration 56Q: 3 clusters Score -5.57284e+07 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674519 members 
Mstep: Class 2 contains 37601 members 
Entering Unmasked Estep 
Score: -55728748.000000 Penalty: 6684.096680
	Iteration 57Q: 3 clusters Score -5.572875e+07 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676778 members 
Mstep: Class 2 contains 35342 members 
Entering Unmasked Estep 
Score: -55729196.000000 Penalty: 6684.096680
	Iteration 58Q: 3 clusters Score -5.57292e+07 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678782 members 
Mstep: Class 2 contains 33338 members 
Entering Unmasked Estep 
Score: -55729792.000000 Penalty: 6684.096680
	Iteration 59Q: 3 clusters Score -5.572979e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680629 members 
Mstep: Class 2 contains 31491 members 
Entering Unmasked Estep 
Score: -55729996.000000 Penalty: 6684.096680
	Iteration 60F: 3 clusters Score -5.573e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682329 members 
Mstep: Class 2 contains 29791 members 
Entering Unmasked Estep 
Score: -55730344.000000 Penalty: 6684.096680
	Iteration 61Q: 3 clusters Score -5.573034e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683848 members 
Mstep: Class 2 contains 28272 members 
Entering Unmasked Estep 
Score: -55730512.000000 Penalty: 6684.096680
	Iteration 62Q: 3 clusters Score -5.573051e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685222 members 
Mstep: Class 2 contains 26898 members 
Entering Unmasked Estep 
Score: -55730776.000000 Penalty: 6684.096680
	Iteration 63Q: 3 clusters Score -5.573078e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686480 members 
Mstep: Class 2 contains 25640 members 
Entering Unmasked Estep 
Score: -55730872.000000 Penalty: 6684.096680
	Iteration 64Q: 3 clusters Score -5.573087e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687642 members 
Mstep: Class 2 contains 24478 members 
Entering Unmasked Estep 
Score: -55730932.000000 Penalty: 6684.096680
	Iteration 65Q: 3 clusters Score -5.573093e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688705 members 
Mstep: Class 2 contains 23415 members 
Entering Unmasked Estep 
Score: -55730988.000000 Penalty: 6684.096680
	Iteration 66Q: 3 clusters Score -5.573099e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689675 members 
Mstep: Class 2 contains 22445 members 
Entering Unmasked Estep 
Score: -55731012.000000 Penalty: 6684.096680
	Iteration 67Q: 3 clusters Score -5.573101e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690555 members 
Mstep: Class 2 contains 21565 members 
Entering Unmasked Estep 
Score: -55731104.000000 Penalty: 6684.096680
	Iteration 68Q: 3 clusters Score -5.57311e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691411 members 
Mstep: Class 2 contains 20709 members 
Entering Unmasked Estep 
Score: -55731176.000000 Penalty: 6684.096680
	Iteration 69Q: 3 clusters Score -5.573118e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692189 members 
Mstep: Class 2 contains 19931 members 
Entering Unmasked Estep 
Score: -55731288.000000 Penalty: 6684.096680
	Iteration 70Q: 3 clusters Score -5.573129e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692875 members 
Mstep: Class 2 contains 19245 members 
Entering Unmasked Estep 
Score: -55731428.000000 Penalty: 6684.096680
	Iteration 71Q: 3 clusters Score -5.573143e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693515 members 
Mstep: Class 2 contains 18605 members 
Entering Unmasked Estep 
Score: -55731424.000000 Penalty: 6684.096680
	Iteration 72Q: 3 clusters Score -5.573142e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694077 members 
Mstep: Class 2 contains 18043 members 
Entering Unmasked Estep 
Score: -55731440.000000 Penalty: 6684.096680
	Iteration 73Q: 3 clusters Score -5.573144e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694530 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
Score: -55731360.000000 Penalty: 6684.096680
	Iteration 74Q: 3 clusters Score -5.573136e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694943 members 
Mstep: Class 2 contains 17177 members 
Entering Unmasked Estep 
Score: -55731468.000000 Penalty: 6684.096680
	Iteration 75Q: 3 clusters Score -5.573147e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695331 members 
Mstep: Class 2 contains 16789 members 
Entering Unmasked Estep 
Score: -55731412.000000 Penalty: 6684.096680
	Iteration 76Q: 3 clusters Score -5.573141e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695668 members 
Mstep: Class 2 contains 16452 members 
Entering Unmasked Estep 
Score: -55731364.000000 Penalty: 6684.096680
	Iteration 77Q: 3 clusters Score -5.573136e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695959 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -55731416.000000 Penalty: 6684.096680
	Iteration 78Q: 3 clusters Score -5.573142e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696232 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -55731476.000000 Penalty: 6684.096680
	Iteration 79Q: 3 clusters Score -5.573148e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696458 members 
Mstep: Class 2 contains 15662 members 
Entering Unmasked Estep 
Score: -55731460.000000 Penalty: 6684.096680
	Iteration 80F: 3 clusters Score -5.573146e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696642 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -55731364.000000 Penalty: 6684.096680
	Iteration 81Q: 3 clusters Score -5.573136e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696796 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -55731456.000000 Penalty: 6684.096680
	Iteration 82Q: 3 clusters Score -5.573146e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696942 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -55731552.000000 Penalty: 6684.096680
	Iteration 83Q: 3 clusters Score -5.573155e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697075 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
Score: -55731496.000000 Penalty: 6684.096680
	Iteration 84Q: 3 clusters Score -5.57315e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697225 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -55731488.000000 Penalty: 6684.096680
	Iteration 85Q: 3 clusters Score -5.573149e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697363 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -55731492.000000 Penalty: 6684.096680
	Iteration 86Q: 3 clusters Score -5.573149e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697498 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
Score: -55731560.000000 Penalty: 6684.096680
	Iteration 87Q: 3 clusters Score -5.573156e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697606 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -55731596.000000 Penalty: 6684.096680
	Iteration 88Q: 3 clusters Score -5.57316e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697692 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -55731628.000000 Penalty: 6684.096680
	Iteration 89Q: 3 clusters Score -5.573163e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697763 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -55731664.000000 Penalty: 6684.096680
	Iteration 90Q: 3 clusters Score -5.573166e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697838 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -55731564.000000 Penalty: 6684.096680
	Iteration 91Q: 3 clusters Score -5.573156e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697914 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -55731672.000000 Penalty: 6684.096680
	Iteration 92Q: 3 clusters Score -5.573167e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697996 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -55731696.000000 Penalty: 6684.096680
	Iteration 93Q: 3 clusters Score -5.57317e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698063 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -55731684.000000 Penalty: 6684.096680
	Iteration 94Q: 3 clusters Score -5.573168e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698127 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -55731760.000000 Penalty: 6684.096680
	Iteration 95Q: 3 clusters Score -5.573176e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698184 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -55731744.000000 Penalty: 6684.096680
	Iteration 96Q: 3 clusters Score -5.573174e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698251 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -55731736.000000 Penalty: 6684.096680
	Iteration 97Q: 3 clusters Score -5.573174e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698319 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -55731744.000000 Penalty: 6684.096680
	Iteration 98Q: 3 clusters Score -5.573174e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698371 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -55731772.000000 Penalty: 6684.096680
	Iteration 99Q: 3 clusters Score -5.573177e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698418 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -55731792.000000 Penalty: 6684.096680
	Iteration 100F: 3 clusters Score -5.573179e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698471 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -55731800.000000 Penalty: 6684.096680
	Iteration 101Q: 3 clusters Score -5.57318e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698540 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -55731808.000000 Penalty: 6684.096680
	Iteration 102Q: 3 clusters Score -5.573181e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698593 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -55731796.000000 Penalty: 6684.096680
	Iteration 103Q: 3 clusters Score -5.57318e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698646 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -55731772.000000 Penalty: 6684.096680
	Iteration 104Q: 3 clusters Score -5.573177e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698703 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -55731744.000000 Penalty: 6684.096680
	Iteration 105Q: 3 clusters Score -5.573174e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698751 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -55731720.000000 Penalty: 6684.096680
	Iteration 106Q: 3 clusters Score -5.573172e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698795 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -55731748.000000 Penalty: 6684.096680
	Iteration 107Q: 3 clusters Score -5.573175e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698830 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -55731760.000000 Penalty: 6684.096680
	Iteration 108Q: 3 clusters Score -5.573176e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698865 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -55731732.000000 Penalty: 6684.096680
	Iteration 109Q: 3 clusters Score -5.573173e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698909 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -55731760.000000 Penalty: 6684.096680
	Iteration 110Q: 3 clusters Score -5.573176e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698952 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -55731776.000000 Penalty: 6684.096680
	Iteration 111Q: 3 clusters Score -5.573178e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698999 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -55731788.000000 Penalty: 6684.096680
	Iteration 112Q: 3 clusters Score -5.573179e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699041 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -55731840.000000 Penalty: 6684.096680
	Iteration 113Q: 3 clusters Score -5.573184e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699080 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -55731856.000000 Penalty: 6684.096680
	Iteration 114Q: 3 clusters Score -5.573186e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699109 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -55731852.000000 Penalty: 6684.096680
	Iteration 115Q: 3 clusters Score -5.573185e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699144 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -55731836.000000 Penalty: 6684.096680
	Iteration 116Q: 3 clusters Score -5.573184e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699179 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -55731876.000000 Penalty: 6684.096680
	Iteration 117Q: 3 clusters Score -5.573188e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699213 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -55731860.000000 Penalty: 6684.096680
	Iteration 118Q: 3 clusters Score -5.573186e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699245 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -55731856.000000 Penalty: 6684.096680
	Iteration 119Q: 3 clusters Score -5.573186e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699274 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -55731892.000000 Penalty: 6684.096680
	Iteration 120F: 3 clusters Score -5.573189e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699294 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -55731892.000000 Penalty: 6684.096680
	Iteration 121Q: 3 clusters Score -5.573189e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699318 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -55731896.000000 Penalty: 6684.096680
	Iteration 122Q: 3 clusters Score -5.57319e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699339 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -55731876.000000 Penalty: 6684.096680
	Iteration 123Q: 3 clusters Score -5.573188e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699356 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -55731860.000000 Penalty: 6684.096680
	Iteration 124Q: 3 clusters Score -5.573186e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699365 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -55731836.000000 Penalty: 6684.096680
	Iteration 125Q: 3 clusters Score -5.573184e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699374 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -55731824.000000 Penalty: 6684.096680
	Iteration 126Q: 3 clusters Score -5.573182e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699380 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -55731844.000000 Penalty: 6684.096680
	Iteration 127Q: 3 clusters Score -5.573184e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699390 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -55731844.000000 Penalty: 6684.096680
	Iteration 128Q: 3 clusters Score -5.573184e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699401 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -55731820.000000 Penalty: 6684.096680
	Iteration 129Q: 3 clusters Score -5.573182e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699412 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -55731824.000000 Penalty: 6684.096680
	Iteration 130Q: 3 clusters Score -5.573182e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699423 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -55731848.000000 Penalty: 6684.096680
	Iteration 131Q: 3 clusters Score -5.573185e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699435 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -55731852.000000 Penalty: 6684.096680
	Iteration 132Q: 3 clusters Score -5.573185e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699446 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -55731888.000000 Penalty: 6684.096680
	Iteration 133Q: 3 clusters Score -5.573189e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699452 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -55731880.000000 Penalty: 6684.096680
	Iteration 134Q: 3 clusters Score -5.573188e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699453 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -55731884.000000 Penalty: 6684.096680
	Iteration 135Q: 3 clusters Score -5.573188e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699454 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -55731888.000000 Penalty: 6684.096680
	Iteration 136Q: 3 clusters Score -5.573189e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699455 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -55731900.000000 Penalty: 6684.096680
	Iteration 137Q: 3 clusters Score -5.57319e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699455 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -55731900.000000 Penalty: 6684.096680
	Iteration 138F: 3 clusters Score -5.57319e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 80642 members 
Mstep: Class 2 contains 3773 members 
Mstep: Class 3 contains 6615 members 
Mstep: Class 4 contains 2408 members 
Mstep: Class 5 contains 17726 members 
Mstep: Class 6 contains 14795 members 
Mstep: Class 7 contains 16610 members 
Mstep: Class 8 contains 3443 members 
Mstep: Class 9 contains 69036 members 
Mstep: Class 10 contains 75504 members 
Mstep: Class 11 contains 4794 members 
Mstep: Class 12 contains 9055 members 
Mstep: Class 13 contains 13983 members 
Mstep: Class 14 contains 4661 members 
Mstep: Class 15 contains 7403 members 
Mstep: Class 16 contains 11340 members 
Mstep: Class 17 contains 156801 members 
Mstep: Class 18 contains 6732 members 
Mstep: Class 19 contains 22535 members 
Mstep: Class 20 contains 26621 members 
Mstep: Class 21 contains 4580 members 
Mstep: Class 22 contains 2018 members 
Mstep: Class 23 contains 699455 members 
Mstep: Class 24 contains 2103 members 
Mstep: Class 25 contains 4285 members 
Mstep: Class 26 contains 52683 members 
Mstep: Class 27 contains 6496 members 
Mstep: Class 28 contains 110343 members 
Mstep: Class 29 contains 13967 members 
Mstep: Class 30 contains 12665 members 
Entering Unmasked Estep 
Score: -111893784.000000 Penalty: 105618.718750
Splitting cluster 23 changes total score from -111869616.000000 to -111893784.000000
So it's getting split into cluster 30.
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 80642 members 
Mstep: Class 2 contains 3773 members 
Mstep: Class 3 contains 6615 members 
Mstep: Class 4 contains 2408 members 
Mstep: Class 5 contains 17726 members 
Mstep: Class 6 contains 14795 members 
Mstep: Class 7 contains 16610 members 
Mstep: Class 8 contains 3443 members 
Mstep: Class 9 contains 69036 members 
Mstep: Class 10 contains 75504 members 
Mstep: Class 11 contains 4794 members 
Mstep: Class 12 contains 9055 members 
Mstep: Class 13 contains 13983 members 
Mstep: Class 14 contains 4661 members 
Mstep: Class 16 contains 11340 members 
Mstep: Class 17 contains 156801 members 
Mstep: Class 18 contains 6732 members 
Mstep: Class 19 contains 22535 members 
Mstep: Class 20 contains 26621 members 
Mstep: Class 21 contains 4580 members 
Mstep: Class 22 contains 2018 members 
Mstep: Class 23 contains 699455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111902672.000000 Penalty: 105618.718750
Iteration 39Q: 31 clusters Score -1.119027e+08 nChanged 15075
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 80110 members 
Mstep: Class 2 contains 3772 members 
Mstep: Class 3 contains 6978 members 
Mstep: Class 4 contains 2519 members 
Mstep: Class 5 contains 17761 members 
Mstep: Class 6 contains 15067 members 
Mstep: Class 7 contains 17494 members 
Mstep: Class 8 contains 3865 members 
Mstep: Class 9 contains 68672 members 
Mstep: Class 10 contains 75362 members 
Mstep: Class 11 contains 4877 members 
Mstep: Class 12 contains 9065 members 
Mstep: Class 13 contains 14430 members 
Mstep: Class 14 contains 4636 members 
Mstep: Class 15 contains 7250 members 
Mstep: Class 16 contains 11404 members 
Mstep: Class 17 contains 156653 members 
Mstep: Class 18 contains 6895 members 
Mstep: Class 19 contains 22617 members 
Mstep: Class 20 contains 26599 members 
Mstep: Class 21 contains 4500 members 
Mstep: Class 22 contains 2396 members 
Mstep: Class 23 contains 701589 members 
Mstep: Class 24 contains 2173 members 
Mstep: Class 25 contains 4035 members 
Mstep: Class 26 contains 52088 members 
Mstep: Class 27 contains 6205 members 
Mstep: Class 28 contains 106785 members 
Mstep: Class 29 contains 13550 members 
Mstep: Class 30 contains 13725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111910912.000000 Penalty: 105618.718750
Iteration 40F: 31 clusters Score -1.119109e+08 nChanged 17038
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 79567 members 
Mstep: Class 2 contains 3751 members 
Mstep: Class 3 contains 7107 members 
Mstep: Class 4 contains 2503 members 
Mstep: Class 5 contains 17749 members 
Mstep: Class 6 contains 15303 members 
Mstep: Class 7 contains 17800 members 
Mstep: Class 8 contains 4198 members 
Mstep: Class 9 contains 68275 members 
Mstep: Class 10 contains 74784 members 
Mstep: Class 11 contains 4873 members 
Mstep: Class 12 contains 8950 members 
Mstep: Class 13 contains 14326 members 
Mstep: Class 14 contains 4512 members 
Mstep: Class 15 contains 7221 members 
Mstep: Class 16 contains 11363 members 
Mstep: Class 17 contains 156113 members 
Mstep: Class 18 contains 6957 members 
Mstep: Class 19 contains 22816 members 
Mstep: Class 20 contains 26341 members 
Mstep: Class 21 contains 4432 members 
Mstep: Class 22 contains 2628 members 
Mstep: Class 23 contains 696697 members 
Mstep: Class 24 contains 2603 members 
Mstep: Class 25 contains 4340 members 
Mstep: Class 26 contains 53795 members 
Mstep: Class 27 contains 6099 members 
Mstep: Class 28 contains 109594 members 
Mstep: Class 29 contains 13929 members 
Mstep: Class 30 contains 14451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111916464.000000 Penalty: 105618.718750
Iteration 41Q: 31 clusters Score -1.119165e+08 nChanged 11416
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 78956 members 
Mstep: Class 2 contains 3743 members 
Mstep: Class 3 contains 7247 members 
Mstep: Class 4 contains 2522 members 
Mstep: Class 5 contains 17739 members 
Mstep: Class 6 contains 15553 members 
Mstep: Class 7 contains 18009 members 
Mstep: Class 8 contains 4461 members 
Mstep: Class 9 contains 67915 members 
Mstep: Class 10 contains 74395 members 
Mstep: Class 11 contains 4862 members 
Mstep: Class 12 contains 8905 members 
Mstep: Class 13 contains 14313 members 
Mstep: Class 14 contains 4461 members 
Mstep: Class 15 contains 7238 members 
Mstep: Class 16 contains 11336 members 
Mstep: Class 17 contains 155741 members 
Mstep: Class 18 contains 7011 members 
Mstep: Class 19 contains 23203 members 
Mstep: Class 20 contains 26144 members 
Mstep: Class 21 contains 4351 members 
Mstep: Class 22 contains 2790 members 
Mstep: Class 23 contains 693332 members 
Mstep: Class 24 contains 2912 members 
Mstep: Class 25 contains 4507 members 
Mstep: Class 26 contains 54836 members 
Mstep: Class 27 contains 5960 members 
Mstep: Class 28 contains 111405 members 
Mstep: Class 29 contains 14129 members 
Mstep: Class 30 contains 15104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111918512.000000 Penalty: 105618.718750
Iteration 42Q: 31 clusters Score -1.119185e+08 nChanged 9331
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 78343 members 
Mstep: Class 2 contains 3733 members 
Mstep: Class 3 contains 7381 members 
Mstep: Class 4 contains 2542 members 
Mstep: Class 5 contains 17744 members 
Mstep: Class 6 contains 15835 members 
Mstep: Class 7 contains 18125 members 
Mstep: Class 8 contains 4666 members 
Mstep: Class 9 contains 67622 members 
Mstep: Class 10 contains 74118 members 
Mstep: Class 11 contains 4862 members 
Mstep: Class 12 contains 8887 members 
Mstep: Class 13 contains 14333 members 
Mstep: Class 14 contains 4392 members 
Mstep: Class 15 contains 7265 members 
Mstep: Class 16 contains 11314 members 
Mstep: Class 17 contains 155497 members 
Mstep: Class 18 contains 7080 members 
Mstep: Class 19 contains 23626 members 
Mstep: Class 20 contains 25975 members 
Mstep: Class 21 contains 4262 members 
Mstep: Class 22 contains 2886 members 
Mstep: Class 23 contains 690517 members 
Mstep: Class 24 contains 3115 members 
Mstep: Class 25 contains 4618 members 
Mstep: Class 26 contains 55634 members 
Mstep: Class 27 contains 5832 members 
Mstep: Class 28 contains 112911 members 
Mstep: Class 29 contains 14241 members 
Mstep: Class 30 contains 15724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111919712.000000 Penalty: 105618.718750
Iteration 43Q: 31 clusters Score -1.119197e+08 nChanged 7954
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 77751 members 
Mstep: Class 2 contains 3726 members 
Mstep: Class 3 contains 7485 members 
Mstep: Class 4 contains 2564 members 
Mstep: Class 5 contains 17764 members 
Mstep: Class 6 contains 16107 members 
Mstep: Class 7 contains 18154 members 
Mstep: Class 8 contains 4836 members 
Mstep: Class 9 contains 67351 members 
Mstep: Class 10 contains 73916 members 
Mstep: Class 11 contains 4857 members 
Mstep: Class 12 contains 8878 members 
Mstep: Class 13 contains 14380 members 
Mstep: Class 14 contains 4357 members 
Mstep: Class 15 contains 7296 members 
Mstep: Class 16 contains 11298 members 
Mstep: Class 17 contains 155292 members 
Mstep: Class 18 contains 7139 members 
Mstep: Class 19 contains 24036 members 
Mstep: Class 20 contains 25865 members 
Mstep: Class 21 contains 4186 members 
Mstep: Class 22 contains 2952 members 
Mstep: Class 23 contains 688114 members 
Mstep: Class 24 contains 3255 members 
Mstep: Class 25 contains 4691 members 
Mstep: Class 26 contains 56215 members 
Mstep: Class 27 contains 5733 members 
Mstep: Class 28 contains 114261 members 
Mstep: Class 29 contains 14301 members 
Mstep: Class 30 contains 16320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111920864.000000 Penalty: 105618.718750
Iteration 44Q: 31 clusters Score -1.119209e+08 nChanged 7267
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 77152 members 
Mstep: Class 2 contains 3713 members 
Mstep: Class 3 contains 7591 members 
Mstep: Class 4 contains 2586 members 
Mstep: Class 5 contains 17770 members 
Mstep: Class 6 contains 16421 members 
Mstep: Class 7 contains 18140 members 
Mstep: Class 8 contains 4970 members 
Mstep: Class 9 contains 67101 members 
Mstep: Class 10 contains 73751 members 
Mstep: Class 11 contains 4857 members 
Mstep: Class 12 contains 8875 members 
Mstep: Class 13 contains 14426 members 
Mstep: Class 14 contains 4340 members 
Mstep: Class 15 contains 7328 members 
Mstep: Class 16 contains 11298 members 
Mstep: Class 17 contains 155106 members 
Mstep: Class 18 contains 7193 members 
Mstep: Class 19 contains 24447 members 
Mstep: Class 20 contains 25770 members 
Mstep: Class 21 contains 4131 members 
Mstep: Class 22 contains 3005 members 
Mstep: Class 23 contains 685961 members 
Mstep: Class 24 contains 3362 members 
Mstep: Class 25 contains 4743 members 
Mstep: Class 26 contains 56662 members 
Mstep: Class 27 contains 5625 members 
Mstep: Class 28 contains 115524 members 
Mstep: Class 29 contains 14333 members 
Mstep: Class 30 contains 16899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111922216.000000 Penalty: 105618.718750
Iteration 45Q: 31 clusters Score -1.119222e+08 nChanged 6559
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 76529 members 
Mstep: Class 2 contains 3703 members 
Mstep: Class 3 contains 7717 members 
Mstep: Class 4 contains 2607 members 
Mstep: Class 5 contains 17787 members 
Mstep: Class 6 contains 16704 members 
Mstep: Class 7 contains 18130 members 
Mstep: Class 8 contains 5070 members 
Mstep: Class 9 contains 66887 members 
Mstep: Class 10 contains 73604 members 
Mstep: Class 11 contains 4851 members 
Mstep: Class 12 contains 8870 members 
Mstep: Class 13 contains 14463 members 
Mstep: Class 14 contains 4347 members 
Mstep: Class 15 contains 7351 members 
Mstep: Class 16 contains 11306 members 
Mstep: Class 17 contains 154945 members 
Mstep: Class 18 contains 7237 members 
Mstep: Class 19 contains 24838 members 
Mstep: Class 20 contains 25713 members 
Mstep: Class 21 contains 4069 members 
Mstep: Class 22 contains 3055 members 
Mstep: Class 23 contains 684125 members 
Mstep: Class 24 contains 3452 members 
Mstep: Class 25 contains 4790 members 
Mstep: Class 26 contains 57020 members 
Mstep: Class 27 contains 5527 members 
Mstep: Class 28 contains 116548 members 
Mstep: Class 29 contains 14369 members 
Mstep: Class 30 contains 17466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111922664.000000 Penalty: 105618.718750
Iteration 46Q: 31 clusters Score -1.119227e+08 nChanged 6127
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 75835 members 
Mstep: Class 2 contains 3693 members 
Mstep: Class 3 contains 7803 members 
Mstep: Class 4 contains 2619 members 
Mstep: Class 5 contains 17797 members 
Mstep: Class 6 contains 17011 members 
Mstep: Class 7 contains 18095 members 
Mstep: Class 8 contains 5146 members 
Mstep: Class 9 contains 66725 members 
Mstep: Class 10 contains 73492 members 
Mstep: Class 11 contains 4837 members 
Mstep: Class 12 contains 8868 members 
Mstep: Class 13 contains 14471 members 
Mstep: Class 14 contains 4343 members 
Mstep: Class 15 contains 7387 members 
Mstep: Class 16 contains 11319 members 
Mstep: Class 17 contains 154828 members 
Mstep: Class 18 contains 7269 members 
Mstep: Class 19 contains 25247 members 
Mstep: Class 20 contains 25662 members 
Mstep: Class 21 contains 4017 members 
Mstep: Class 22 contains 3086 members 
Mstep: Class 23 contains 682416 members 
Mstep: Class 24 contains 3523 members 
Mstep: Class 25 contains 4828 members 
Mstep: Class 26 contains 57351 members 
Mstep: Class 27 contains 5463 members 
Mstep: Class 28 contains 117499 members 
Mstep: Class 29 contains 14400 members 
Mstep: Class 30 contains 18050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111923488.000000 Penalty: 105618.718750
Iteration 47Q: 31 clusters Score -1.119235e+08 nChanged 5669
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 75160 members 
Mstep: Class 2 contains 3688 members 
Mstep: Class 3 contains 7877 members 
Mstep: Class 4 contains 2614 members 
Mstep: Class 5 contains 17804 members 
Mstep: Class 6 contains 17304 members 
Mstep: Class 7 contains 18047 members 
Mstep: Class 8 contains 5208 members 
Mstep: Class 9 contains 66597 members 
Mstep: Class 10 contains 73410 members 
Mstep: Class 11 contains 4834 members 
Mstep: Class 12 contains 8871 members 
Mstep: Class 13 contains 14508 members 
Mstep: Class 14 contains 4345 members 
Mstep: Class 15 contains 7434 members 
Mstep: Class 16 contains 11326 members 
Mstep: Class 17 contains 154695 members 
Mstep: Class 18 contains 7286 members 
Mstep: Class 19 contains 25652 members 
Mstep: Class 20 contains 25620 members 
Mstep: Class 21 contains 3972 members 
Mstep: Class 22 contains 3126 members 
Mstep: Class 23 contains 680826 members 
Mstep: Class 24 contains 3611 members 
Mstep: Class 25 contains 4863 members 
Mstep: Class 26 contains 57596 members 
Mstep: Class 27 contains 5403 members 
Mstep: Class 28 contains 118359 members 
Mstep: Class 29 contains 14417 members 
Mstep: Class 30 contains 18627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111923888.000000 Penalty: 105618.718750
Iteration 48Q: 31 clusters Score -1.119239e+08 nChanged 5435
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 74501 members 
Mstep: Class 2 contains 3682 members 
Mstep: Class 3 contains 7922 members 
Mstep: Class 4 contains 2604 members 
Mstep: Class 5 contains 17803 members 
Mstep: Class 6 contains 17584 members 
Mstep: Class 7 contains 17994 members 
Mstep: Class 8 contains 5256 members 
Mstep: Class 9 contains 66470 members 
Mstep: Class 10 contains 73341 members 
Mstep: Class 11 contains 4831 members 
Mstep: Class 12 contains 8867 members 
Mstep: Class 13 contains 14569 members 
Mstep: Class 14 contains 4354 members 
Mstep: Class 15 contains 7472 members 
Mstep: Class 16 contains 11331 members 
Mstep: Class 17 contains 154585 members 
Mstep: Class 18 contains 7299 members 
Mstep: Class 19 contains 26062 members 
Mstep: Class 20 contains 25588 members 
Mstep: Class 21 contains 3938 members 
Mstep: Class 22 contains 3162 members 
Mstep: Class 23 contains 679266 members 
Mstep: Class 24 contains 3686 members 
Mstep: Class 25 contains 4885 members 
Mstep: Class 26 contains 57831 members 
Mstep: Class 27 contains 5361 members 
Mstep: Class 28 contains 119219 members 
Mstep: Class 29 contains 14430 members 
Mstep: Class 30 contains 19187 members 
Entering Unmasked Estep 
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Score: -111924336.000000 Penalty: 105618.718750
Iteration 49Q: 31 clusters Score -1.119243e+08 nChanged 5120
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 73837 members 
Mstep: Class 2 contains 3680 members 
Mstep: Class 3 contains 7969 members 
Mstep: Class 4 contains 2595 members 
Mstep: Class 5 contains 17803 members 
Mstep: Class 6 contains 17866 members 
Mstep: Class 7 contains 17958 members 
Mstep: Class 8 contains 5296 members 
Mstep: Class 9 contains 66355 members 
Mstep: Class 10 contains 73271 members 
Mstep: Class 11 contains 4824 members 
Mstep: Class 12 contains 8865 members 
Mstep: Class 13 contains 14633 members 
Mstep: Class 14 contains 4357 members 
Mstep: Class 15 contains 7503 members 
Mstep: Class 16 contains 11340 members 
Mstep: Class 17 contains 154477 members 
Mstep: Class 18 contains 7309 members 
Mstep: Class 19 contains 26474 members 
Mstep: Class 20 contains 25550 members 
Mstep: Class 21 contains 3910 members 
Mstep: Class 22 contains 3197 members 
Mstep: Class 23 contains 677888 members 
Mstep: Class 24 contains 3758 members 
Mstep: Class 25 contains 4904 members 
Mstep: Class 26 contains 58045 members 
Mstep: Class 27 contains 5320 members 
Mstep: Class 28 contains 119928 members 
Mstep: Class 29 contains 14436 members 
Mstep: Class 30 contains 19732 members 
Entering Unmasked Estep 
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Score: -111925432.000000 Penalty: 105618.718750
Iteration 50Q: 31 clusters Score -1.119254e+08 nChanged 4944
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 73171 members 
Mstep: Class 2 contains 3679 members 
Mstep: Class 3 contains 8019 members 
Mstep: Class 4 contains 2593 members 
Mstep: Class 5 contains 17811 members 
Mstep: Class 6 contains 18141 members 
Mstep: Class 7 contains 17918 members 
Mstep: Class 8 contains 5339 members 
Mstep: Class 9 contains 66254 members 
Mstep: Class 10 contains 73215 members 
Mstep: Class 11 contains 4821 members 
Mstep: Class 12 contains 8864 members 
Mstep: Class 13 contains 14660 members 
Mstep: Class 14 contains 4367 members 
Mstep: Class 15 contains 7536 members 
Mstep: Class 16 contains 11352 members 
Mstep: Class 17 contains 154382 members 
Mstep: Class 18 contains 7316 members 
Mstep: Class 19 contains 26893 members 
Mstep: Class 20 contains 25519 members 
Mstep: Class 21 contains 3875 members 
Mstep: Class 22 contains 3224 members 
Mstep: Class 23 contains 676584 members 
Mstep: Class 24 contains 3817 members 
Mstep: Class 25 contains 4914 members 
Mstep: Class 26 contains 58240 members 
Mstep: Class 27 contains 5279 members 
Mstep: Class 28 contains 120555 members 
Mstep: Class 29 contains 14434 members 
Mstep: Class 30 contains 20308 members 
Entering Unmasked Estep 
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Score: -111926144.000000 Penalty: 105618.718750
Iteration 51Q: 31 clusters Score -1.119261e+08 nChanged 4746
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 72535 members 
Mstep: Class 2 contains 3677 members 
Mstep: Class 3 contains 8059 members 
Mstep: Class 4 contains 2608 members 
Mstep: Class 5 contains 17826 members 
Mstep: Class 6 contains 18412 members 
Mstep: Class 7 contains 17886 members 
Mstep: Class 8 contains 5375 members 
Mstep: Class 9 contains 66177 members 
Mstep: Class 10 contains 73163 members 
Mstep: Class 11 contains 4812 members 
Mstep: Class 12 contains 8863 members 
Mstep: Class 13 contains 14728 members 
Mstep: Class 14 contains 4361 members 
Mstep: Class 15 contains 7551 members 
Mstep: Class 16 contains 11358 members 
Mstep: Class 17 contains 154290 members 
Mstep: Class 18 contains 7322 members 
Mstep: Class 19 contains 27314 members 
Mstep: Class 20 contains 25503 members 
Mstep: Class 21 contains 3842 members 
Mstep: Class 22 contains 3254 members 
Mstep: Class 23 contains 675296 members 
Mstep: Class 24 contains 3864 members 
Mstep: Class 25 contains 4922 members 
Mstep: Class 26 contains 58409 members 
Mstep: Class 27 contains 5258 members 
Mstep: Class 28 contains 121059 members 
Mstep: Class 29 contains 14440 members 
Mstep: Class 30 contains 20916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111927016.000000 Penalty: 105618.718750
Iteration 52Q: 31 clusters Score -1.11927e+08 nChanged 4631
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 71858 members 
Mstep: Class 2 contains 3676 members 
Mstep: Class 3 contains 8093 members 
Mstep: Class 4 contains 2625 members 
Mstep: Class 5 contains 17836 members 
Mstep: Class 6 contains 18630 members 
Mstep: Class 7 contains 17868 members 
Mstep: Class 8 contains 5402 members 
Mstep: Class 9 contains 66098 members 
Mstep: Class 10 contains 73118 members 
Mstep: Class 11 contains 4811 members 
Mstep: Class 12 contains 8861 members 
Mstep: Class 13 contains 14780 members 
Mstep: Class 14 contains 4368 members 
Mstep: Class 15 contains 7563 members 
Mstep: Class 16 contains 11369 members 
Mstep: Class 17 contains 154182 members 
Mstep: Class 18 contains 7323 members 
Mstep: Class 19 contains 27731 members 
Mstep: Class 20 contains 25479 members 
Mstep: Class 21 contains 3814 members 
Mstep: Class 22 contains 3276 members 
Mstep: Class 23 contains 674147 members 
Mstep: Class 24 contains 3897 members 
Mstep: Class 25 contains 4933 members 
Mstep: Class 26 contains 58570 members 
Mstep: Class 27 contains 5242 members 
Mstep: Class 28 contains 121509 members 
Mstep: Class 29 contains 14453 members 
Mstep: Class 30 contains 21568 members 
Entering Unmasked Estep 
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Score: -111927256.000000 Penalty: 105618.718750
Iteration 53Q: 31 clusters Score -1.119273e+08 nChanged 4648
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 71136 members 
Mstep: Class 2 contains 3676 members 
Mstep: Class 3 contains 8116 members 
Mstep: Class 4 contains 2641 members 
Mstep: Class 5 contains 17828 members 
Mstep: Class 6 contains 18863 members 
Mstep: Class 7 contains 17830 members 
Mstep: Class 8 contains 5445 members 
Mstep: Class 9 contains 66009 members 
Mstep: Class 10 contains 73087 members 
Mstep: Class 11 contains 4811 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14803 members 
Mstep: Class 14 contains 4379 members 
Mstep: Class 15 contains 7573 members 
Mstep: Class 16 contains 11374 members 
Mstep: Class 17 contains 154102 members 
Mstep: Class 18 contains 7332 members 
Mstep: Class 19 contains 28123 members 
Mstep: Class 20 contains 25476 members 
Mstep: Class 21 contains 3794 members 
Mstep: Class 22 contains 3309 members 
Mstep: Class 23 contains 672935 members 
Mstep: Class 24 contains 3920 members 
Mstep: Class 25 contains 4943 members 
Mstep: Class 26 contains 58721 members 
Mstep: Class 27 contains 5232 members 
Mstep: Class 28 contains 122008 members 
Mstep: Class 29 contains 14473 members 
Mstep: Class 30 contains 22282 members 
Entering Unmasked Estep 
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Score: -111927696.000000 Penalty: 105618.718750
Iteration 54Q: 31 clusters Score -1.119277e+08 nChanged 4582
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 70401 members 
Mstep: Class 2 contains 3676 members 
Mstep: Class 3 contains 8127 members 
Mstep: Class 4 contains 2652 members 
Mstep: Class 5 contains 17837 members 
Mstep: Class 6 contains 19094 members 
Mstep: Class 7 contains 17823 members 
Mstep: Class 8 contains 5475 members 
Mstep: Class 9 contains 65943 members 
Mstep: Class 10 contains 73063 members 
Mstep: Class 11 contains 4814 members 
Mstep: Class 12 contains 8855 members 
Mstep: Class 13 contains 14837 members 
Mstep: Class 14 contains 4390 members 
Mstep: Class 15 contains 7578 members 
Mstep: Class 16 contains 11381 members 
Mstep: Class 17 contains 154021 members 
Mstep: Class 18 contains 7345 members 
Mstep: Class 19 contains 28549 members 
Mstep: Class 20 contains 25461 members 
Mstep: Class 21 contains 3769 members 
Mstep: Class 22 contains 3343 members 
Mstep: Class 23 contains 671803 members 
Mstep: Class 24 contains 3945 members 
Mstep: Class 25 contains 4953 members 
Mstep: Class 26 contains 58872 members 
Mstep: Class 27 contains 5222 members 
Mstep: Class 28 contains 122395 members 
Mstep: Class 29 contains 14492 members 
Mstep: Class 30 contains 22964 members 
Entering Unmasked Estep 
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Score: -111928224.000000 Penalty: 105618.718750
Iteration 55Q: 31 clusters Score -1.119282e+08 nChanged 4608
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 69675 members 
Mstep: Class 2 contains 3675 members 
Mstep: Class 3 contains 8142 members 
Mstep: Class 4 contains 2671 members 
Mstep: Class 5 contains 17857 members 
Mstep: Class 6 contains 19329 members 
Mstep: Class 7 contains 17824 members 
Mstep: Class 8 contains 5502 members 
Mstep: Class 9 contains 65921 members 
Mstep: Class 10 contains 73030 members 
Mstep: Class 11 contains 4806 members 
Mstep: Class 12 contains 8854 members 
Mstep: Class 13 contains 14828 members 
Mstep: Class 14 contains 4409 members 
Mstep: Class 15 contains 7581 members 
Mstep: Class 16 contains 11383 members 
Mstep: Class 17 contains 153948 members 
Mstep: Class 18 contains 7354 members 
Mstep: Class 19 contains 29010 members 
Mstep: Class 20 contains 25440 members 
Mstep: Class 21 contains 3737 members 
Mstep: Class 22 contains 3368 members 
Mstep: Class 23 contains 670607 members 
Mstep: Class 24 contains 3963 members 
Mstep: Class 25 contains 4966 members 
Mstep: Class 26 contains 59035 members 
Mstep: Class 27 contains 5213 members 
Mstep: Class 28 contains 122809 members 
Mstep: Class 29 contains 14499 members 
Mstep: Class 30 contains 23644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111928432.000000 Penalty: 105618.718750
Iteration 56Q: 31 clusters Score -1.119284e+08 nChanged 4555
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 68945 members 
Mstep: Class 2 contains 3675 members 
Mstep: Class 3 contains 8150 members 
Mstep: Class 4 contains 2679 members 
Mstep: Class 5 contains 17874 members 
Mstep: Class 6 contains 19575 members 
Mstep: Class 7 contains 17830 members 
Mstep: Class 8 contains 5530 members 
Mstep: Class 9 contains 65916 members 
Mstep: Class 10 contains 72984 members 
Mstep: Class 11 contains 4806 members 
Mstep: Class 12 contains 8853 members 
Mstep: Class 13 contains 14836 members 
Mstep: Class 14 contains 4418 members 
Mstep: Class 15 contains 7589 members 
Mstep: Class 16 contains 11386 members 
Mstep: Class 17 contains 153891 members 
Mstep: Class 18 contains 7363 members 
Mstep: Class 19 contains 29447 members 
Mstep: Class 20 contains 25424 members 
Mstep: Class 21 contains 3701 members 
Mstep: Class 22 contains 3389 members 
Mstep: Class 23 contains 669412 members 
Mstep: Class 24 contains 3990 members 
Mstep: Class 25 contains 4982 members 
Mstep: Class 26 contains 59199 members 
Mstep: Class 27 contains 5197 members 
Mstep: Class 28 contains 123234 members 
Mstep: Class 29 contains 14508 members 
Mstep: Class 30 contains 24297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111928464.000000 Penalty: 105618.718750
Iteration 57Q: 31 clusters Score -1.119285e+08 nChanged 4524
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 68200 members 
Mstep: Class 2 contains 3675 members 
Mstep: Class 3 contains 8176 members 
Mstep: Class 4 contains 2692 members 
Mstep: Class 5 contains 17895 members 
Mstep: Class 6 contains 19784 members 
Mstep: Class 7 contains 17832 members 
Mstep: Class 8 contains 5543 members 
Mstep: Class 9 contains 65922 members 
Mstep: Class 10 contains 72947 members 
Mstep: Class 11 contains 4808 members 
Mstep: Class 12 contains 8851 members 
Mstep: Class 13 contains 14845 members 
Mstep: Class 14 contains 4426 members 
Mstep: Class 15 contains 7590 members 
Mstep: Class 16 contains 11391 members 
Mstep: Class 17 contains 153820 members 
Mstep: Class 18 contains 7363 members 
Mstep: Class 19 contains 29857 members 
Mstep: Class 20 contains 25410 members 
Mstep: Class 21 contains 3674 members 
Mstep: Class 22 contains 3421 members 
Mstep: Class 23 contains 668209 members 
Mstep: Class 24 contains 4017 members 
Mstep: Class 25 contains 4998 members 
Mstep: Class 26 contains 59337 members 
Mstep: Class 27 contains 5184 members 
Mstep: Class 28 contains 123739 members 
Mstep: Class 29 contains 14508 members 
Mstep: Class 30 contains 24966 members 
Entering Unmasked Estep 
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Score: -111928608.000000 Penalty: 105618.718750
Iteration 58Q: 31 clusters Score -1.119286e+08 nChanged 4515
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 67403 members 
Mstep: Class 2 contains 3675 members 
Mstep: Class 3 contains 8199 members 
Mstep: Class 4 contains 2695 members 
Mstep: Class 5 contains 17909 members 
Mstep: Class 6 contains 20025 members 
Mstep: Class 7 contains 17825 members 
Mstep: Class 8 contains 5553 members 
Mstep: Class 9 contains 65957 members 
Mstep: Class 10 contains 72909 members 
Mstep: Class 11 contains 4808 members 
Mstep: Class 12 contains 8850 members 
Mstep: Class 13 contains 14863 members 
Mstep: Class 14 contains 4423 members 
Mstep: Class 15 contains 7595 members 
Mstep: Class 16 contains 11393 members 
Mstep: Class 17 contains 153739 members 
Mstep: Class 18 contains 7372 members 
Mstep: Class 19 contains 30288 members 
Mstep: Class 20 contains 25401 members 
Mstep: Class 21 contains 3650 members 
Mstep: Class 22 contains 3457 members 
Mstep: Class 23 contains 667094 members 
Mstep: Class 24 contains 4038 members 
Mstep: Class 25 contains 5008 members 
Mstep: Class 26 contains 59490 members 
Mstep: Class 27 contains 5170 members 
Mstep: Class 28 contains 124175 members 
Mstep: Class 29 contains 14494 members 
Mstep: Class 30 contains 25622 members 
Entering Unmasked Estep 
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Iteration 59Q: 31 clusters Score -1.119294e+08 nChanged 4380
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 66639 members 
Mstep: Class 2 contains 3675 members 
Mstep: Class 3 contains 8217 members 
Mstep: Class 4 contains 2710 members 
Mstep: Class 5 contains 17929 members 
Mstep: Class 6 contains 20258 members 
Mstep: Class 7 contains 17809 members 
Mstep: Class 8 contains 5569 members 
Mstep: Class 9 contains 66003 members 
Mstep: Class 10 contains 72873 members 
Mstep: Class 11 contains 4804 members 
Mstep: Class 12 contains 8849 members 
Mstep: Class 13 contains 14857 members 
Mstep: Class 14 contains 4420 members 
Mstep: Class 15 contains 7597 members 
Mstep: Class 16 contains 11395 members 
Mstep: Class 17 contains 153679 members 
Mstep: Class 18 contains 7378 members 
Mstep: Class 19 contains 30721 members 
Mstep: Class 20 contains 25389 members 
Mstep: Class 21 contains 3628 members 
Mstep: Class 22 contains 3492 members 
Mstep: Class 23 contains 665968 members 
Mstep: Class 24 contains 4071 members 
Mstep: Class 25 contains 5021 members 
Mstep: Class 26 contains 59672 members 
Mstep: Class 27 contains 5151 members 
Mstep: Class 28 contains 124553 members 
Mstep: Class 29 contains 14489 members 
Mstep: Class 30 contains 26264 members 
Entering Unmasked Estep 
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Score: -111930032.000000 Penalty: 105618.718750
Iteration 60F: 31 clusters Score -1.1193e+08 nChanged 4383
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 65886 members 
Mstep: Class 2 contains 3636 members 
Mstep: Class 3 contains 8237 members 
Mstep: Class 4 contains 2762 members 
Mstep: Class 5 contains 17964 members 
Mstep: Class 6 contains 20471 members 
Mstep: Class 7 contains 17793 members 
Mstep: Class 8 contains 5586 members 
Mstep: Class 9 contains 66041 members 
Mstep: Class 10 contains 72822 members 
Mstep: Class 11 contains 4802 members 
Mstep: Class 12 contains 8847 members 
Mstep: Class 13 contains 14842 members 
Mstep: Class 14 contains 4419 members 
Mstep: Class 15 contains 7600 members 
Mstep: Class 16 contains 11399 members 
Mstep: Class 17 contains 153644 members 
Mstep: Class 18 contains 7384 members 
Mstep: Class 19 contains 31157 members 
Mstep: Class 20 contains 25389 members 
Mstep: Class 21 contains 3607 members 
Mstep: Class 22 contains 3519 members 
Mstep: Class 23 contains 664883 members 
Mstep: Class 24 contains 4140 members 
Mstep: Class 25 contains 5034 members 
Mstep: Class 26 contains 59847 members 
Mstep: Class 27 contains 5092 members 
Mstep: Class 28 contains 124894 members 
Mstep: Class 29 contains 14487 members 
Mstep: Class 30 contains 26896 members 
Entering Unmasked Estep 
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Iteration 61Q: 31 clusters Score -1.119313e+08 nChanged 4430
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 65132 members 
Mstep: Class 2 contains 3601 members 
Mstep: Class 3 contains 8239 members 
Mstep: Class 4 contains 2784 members 
Mstep: Class 5 contains 18004 members 
Mstep: Class 6 contains 20681 members 
Mstep: Class 7 contains 17791 members 
Mstep: Class 8 contains 5608 members 
Mstep: Class 9 contains 66101 members 
Mstep: Class 10 contains 72792 members 
Mstep: Class 11 contains 4794 members 
Mstep: Class 12 contains 8851 members 
Mstep: Class 13 contains 14854 members 
Mstep: Class 14 contains 4420 members 
Mstep: Class 15 contains 7619 members 
Mstep: Class 16 contains 11407 members 
Mstep: Class 17 contains 153623 members 
Mstep: Class 18 contains 7391 members 
Mstep: Class 19 contains 31590 members 
Mstep: Class 20 contains 25392 members 
Mstep: Class 21 contains 3588 members 
Mstep: Class 22 contains 3542 members 
Mstep: Class 23 contains 663688 members 
Mstep: Class 24 contains 4214 members 
Mstep: Class 25 contains 5048 members 
Mstep: Class 26 contains 60027 members 
Mstep: Class 27 contains 5016 members 
Mstep: Class 28 contains 125272 members 
Mstep: Class 29 contains 14484 members 
Mstep: Class 30 contains 27527 members 
Entering Unmasked Estep 
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Iteration 62Q: 31 clusters Score -1.119318e+08 nChanged 4397
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 64395 members 
Mstep: Class 2 contains 3571 members 
Mstep: Class 3 contains 8253 members 
Mstep: Class 4 contains 2798 members 
Mstep: Class 5 contains 18027 members 
Mstep: Class 6 contains 20894 members 
Mstep: Class 7 contains 17786 members 
Mstep: Class 8 contains 5640 members 
Mstep: Class 9 contains 66173 members 
Mstep: Class 10 contains 72752 members 
Mstep: Class 11 contains 4788 members 
Mstep: Class 12 contains 8851 members 
Mstep: Class 13 contains 14871 members 
Mstep: Class 14 contains 4417 members 
Mstep: Class 15 contains 7637 members 
Mstep: Class 16 contains 11411 members 
Mstep: Class 17 contains 153591 members 
Mstep: Class 18 contains 7401 members 
Mstep: Class 19 contains 31997 members 
Mstep: Class 20 contains 25396 members 
Mstep: Class 21 contains 3580 members 
Mstep: Class 22 contains 3577 members 
Mstep: Class 23 contains 662475 members 
Mstep: Class 24 contains 4273 members 
Mstep: Class 25 contains 5062 members 
Mstep: Class 26 contains 60196 members 
Mstep: Class 27 contains 4953 members 
Mstep: Class 28 contains 125662 members 
Mstep: Class 29 contains 14469 members 
Mstep: Class 30 contains 28184 members 
Entering Unmasked Estep 
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Iteration 63Q: 31 clusters Score -1.119321e+08 nChanged 4268
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 63654 members 
Mstep: Class 2 contains 3548 members 
Mstep: Class 3 contains 8263 members 
Mstep: Class 4 contains 2794 members 
Mstep: Class 5 contains 18059 members 
Mstep: Class 6 contains 21153 members 
Mstep: Class 7 contains 17780 members 
Mstep: Class 8 contains 5668 members 
Mstep: Class 9 contains 66262 members 
Mstep: Class 10 contains 72717 members 
Mstep: Class 11 contains 4788 members 
Mstep: Class 12 contains 8852 members 
Mstep: Class 13 contains 14883 members 
Mstep: Class 14 contains 4427 members 
Mstep: Class 15 contains 7660 members 
Mstep: Class 16 contains 11425 members 
Mstep: Class 17 contains 153571 members 
Mstep: Class 18 contains 7406 members 
Mstep: Class 19 contains 32399 members 
Mstep: Class 20 contains 25389 members 
Mstep: Class 21 contains 3565 members 
Mstep: Class 22 contains 3608 members 
Mstep: Class 23 contains 661339 members 
Mstep: Class 24 contains 4306 members 
Mstep: Class 25 contains 5069 members 
Mstep: Class 26 contains 60333 members 
Mstep: Class 27 contains 4907 members 
Mstep: Class 28 contains 126008 members 
Mstep: Class 29 contains 14458 members 
Mstep: Class 30 contains 28789 members 
Entering Unmasked Estep 
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Iteration 64Q: 31 clusters Score -1.119326e+08 nChanged 4045
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 62908 members 
Mstep: Class 2 contains 3536 members 
Mstep: Class 3 contains 8273 members 
Mstep: Class 4 contains 2802 members 
Mstep: Class 5 contains 18095 members 
Mstep: Class 6 contains 21397 members 
Mstep: Class 7 contains 17791 members 
Mstep: Class 8 contains 5703 members 
Mstep: Class 9 contains 66349 members 
Mstep: Class 10 contains 72684 members 
Mstep: Class 11 contains 4781 members 
Mstep: Class 12 contains 8853 members 
Mstep: Class 13 contains 14889 members 
Mstep: Class 14 contains 4446 members 
Mstep: Class 15 contains 7673 members 
Mstep: Class 16 contains 11437 members 
Mstep: Class 17 contains 153555 members 
Mstep: Class 18 contains 7402 members 
Mstep: Class 19 contains 32768 members 
Mstep: Class 20 contains 25374 members 
Mstep: Class 21 contains 3558 members 
Mstep: Class 22 contains 3636 members 
Mstep: Class 23 contains 660311 members 
Mstep: Class 24 contains 4330 members 
Mstep: Class 25 contains 5072 members 
Mstep: Class 26 contains 60478 members 
Mstep: Class 27 contains 4873 members 
Mstep: Class 28 contains 126283 members 
Mstep: Class 29 contains 14437 members 
Mstep: Class 30 contains 29386 members 
Entering Unmasked Estep 
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Iteration 65Q: 31 clusters Score -1.11933e+08 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 62125 members 
Mstep: Class 2 contains 3527 members 
Mstep: Class 3 contains 8282 members 
Mstep: Class 4 contains 2801 members 
Mstep: Class 5 contains 18118 members 
Mstep: Class 6 contains 21634 members 
Mstep: Class 7 contains 17793 members 
Mstep: Class 8 contains 5710 members 
Mstep: Class 9 contains 66457 members 
Mstep: Class 10 contains 72656 members 
Mstep: Class 11 contains 4773 members 
Mstep: Class 12 contains 8852 members 
Mstep: Class 13 contains 14918 members 
Mstep: Class 14 contains 4457 members 
Mstep: Class 15 contains 7689 members 
Mstep: Class 16 contains 11446 members 
Mstep: Class 17 contains 153522 members 
Mstep: Class 18 contains 7404 members 
Mstep: Class 19 contains 33127 members 
Mstep: Class 20 contains 25364 members 
Mstep: Class 21 contains 3556 members 
Mstep: Class 22 contains 3655 members 
Mstep: Class 23 contains 659381 members 
Mstep: Class 24 contains 4359 members 
Mstep: Class 25 contains 5080 members 
Mstep: Class 26 contains 60616 members 
Mstep: Class 27 contains 4842 members 
Mstep: Class 28 contains 126521 members 
Mstep: Class 29 contains 14425 members 
Mstep: Class 30 contains 29990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111933320.000000 Penalty: 105618.718750
Iteration 66Q: 31 clusters Score -1.119333e+08 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 61323 members 
Mstep: Class 2 contains 3518 members 
Mstep: Class 3 contains 8290 members 
Mstep: Class 4 contains 2793 members 
Mstep: Class 5 contains 18130 members 
Mstep: Class 6 contains 21901 members 
Mstep: Class 7 contains 17803 members 
Mstep: Class 8 contains 5721 members 
Mstep: Class 9 contains 66593 members 
Mstep: Class 10 contains 72627 members 
Mstep: Class 11 contains 4770 members 
Mstep: Class 12 contains 8848 members 
Mstep: Class 13 contains 14936 members 
Mstep: Class 14 contains 4474 members 
Mstep: Class 15 contains 7704 members 
Mstep: Class 16 contains 11452 members 
Mstep: Class 17 contains 153506 members 
Mstep: Class 18 contains 7406 members 
Mstep: Class 19 contains 33465 members 
Mstep: Class 20 contains 25367 members 
Mstep: Class 21 contains 3550 members 
Mstep: Class 22 contains 3667 members 
Mstep: Class 23 contains 658529 members 
Mstep: Class 24 contains 4385 members 
Mstep: Class 25 contains 5089 members 
Mstep: Class 26 contains 60764 members 
Mstep: Class 27 contains 4819 members 
Mstep: Class 28 contains 126655 members 
Mstep: Class 29 contains 14431 members 
Mstep: Class 30 contains 30564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111933440.000000 Penalty: 105618.718750
Iteration 67Q: 31 clusters Score -1.119334e+08 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 60538 members 
Mstep: Class 2 contains 3514 members 
Mstep: Class 3 contains 8298 members 
Mstep: Class 4 contains 2780 members 
Mstep: Class 5 contains 18153 members 
Mstep: Class 6 contains 22184 members 
Mstep: Class 7 contains 17818 members 
Mstep: Class 8 contains 5739 members 
Mstep: Class 9 contains 66754 members 
Mstep: Class 10 contains 72612 members 
Mstep: Class 11 contains 4773 members 
Mstep: Class 12 contains 8848 members 
Mstep: Class 13 contains 14923 members 
Mstep: Class 14 contains 4487 members 
Mstep: Class 15 contains 7718 members 
Mstep: Class 16 contains 11458 members 
Mstep: Class 17 contains 153497 members 
Mstep: Class 18 contains 7410 members 
Mstep: Class 19 contains 33782 members 
Mstep: Class 20 contains 25366 members 
Mstep: Class 21 contains 3537 members 
Mstep: Class 22 contains 3691 members 
Mstep: Class 23 contains 657593 members 
Mstep: Class 24 contains 4408 members 
Mstep: Class 25 contains 5096 members 
Mstep: Class 26 contains 60919 members 
Mstep: Class 27 contains 4795 members 
Mstep: Class 28 contains 126814 members 
Mstep: Class 29 contains 14428 members 
Mstep: Class 30 contains 31147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111933408.000000 Penalty: 105618.718750
Iteration 68Q: 31 clusters Score -1.119334e+08 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 59764 members 
Mstep: Class 2 contains 3513 members 
Mstep: Class 3 contains 8315 members 
Mstep: Class 4 contains 2765 members 
Mstep: Class 5 contains 18170 members 
Mstep: Class 6 contains 22500 members 
Mstep: Class 7 contains 17841 members 
Mstep: Class 8 contains 5744 members 
Mstep: Class 9 contains 66905 members 
Mstep: Class 10 contains 72595 members 
Mstep: Class 11 contains 4777 members 
Mstep: Class 12 contains 8848 members 
Mstep: Class 13 contains 14907 members 
Mstep: Class 14 contains 4503 members 
Mstep: Class 15 contains 7729 members 
Mstep: Class 16 contains 11465 members 
Mstep: Class 17 contains 153505 members 
Mstep: Class 18 contains 7418 members 
Mstep: Class 19 contains 34095 members 
Mstep: Class 20 contains 25362 members 
Mstep: Class 21 contains 3530 members 
Mstep: Class 22 contains 3714 members 
Mstep: Class 23 contains 656717 members 
Mstep: Class 24 contains 4423 members 
Mstep: Class 25 contains 5106 members 
Mstep: Class 26 contains 61063 members 
Mstep: Class 27 contains 4773 members 
Mstep: Class 28 contains 126907 members 
Mstep: Class 29 contains 14411 members 
Mstep: Class 30 contains 31715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111933808.000000 Penalty: 105618.718750
Iteration 69Q: 31 clusters Score -1.119338e+08 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 58977 members 
Mstep: Class 2 contains 3512 members 
Mstep: Class 3 contains 8330 members 
Mstep: Class 4 contains 2757 members 
Mstep: Class 5 contains 18192 members 
Mstep: Class 6 contains 22802 members 
Mstep: Class 7 contains 17866 members 
Mstep: Class 8 contains 5745 members 
Mstep: Class 9 contains 67058 members 
Mstep: Class 10 contains 72580 members 
Mstep: Class 11 contains 4778 members 
Mstep: Class 12 contains 8845 members 
Mstep: Class 13 contains 14896 members 
Mstep: Class 14 contains 4527 members 
Mstep: Class 15 contains 7737 members 
Mstep: Class 16 contains 11474 members 
Mstep: Class 17 contains 153516 members 
Mstep: Class 18 contains 7418 members 
Mstep: Class 19 contains 34382 members 
Mstep: Class 20 contains 25356 members 
Mstep: Class 21 contains 3524 members 
Mstep: Class 22 contains 3735 members 
Mstep: Class 23 contains 655883 members 
Mstep: Class 24 contains 4439 members 
Mstep: Class 25 contains 5109 members 
Mstep: Class 26 contains 61223 members 
Mstep: Class 27 contains 4751 members 
Mstep: Class 28 contains 126956 members 
Mstep: Class 29 contains 14396 members 
Mstep: Class 30 contains 32316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111934112.000000 Penalty: 105618.718750
Iteration 70Q: 31 clusters Score -1.119341e+08 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 58204 members 
Mstep: Class 2 contains 3510 members 
Mstep: Class 3 contains 8344 members 
Mstep: Class 4 contains 2750 members 
Mstep: Class 5 contains 18215 members 
Mstep: Class 6 contains 23087 members 
Mstep: Class 7 contains 17886 members 
Mstep: Class 8 contains 5744 members 
Mstep: Class 9 contains 67243 members 
Mstep: Class 10 contains 72569 members 
Mstep: Class 11 contains 4776 members 
Mstep: Class 12 contains 8843 members 
Mstep: Class 13 contains 14900 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 7745 members 
Mstep: Class 16 contains 11480 members 
Mstep: Class 17 contains 153520 members 
Mstep: Class 18 contains 7421 members 
Mstep: Class 19 contains 34663 members 
Mstep: Class 20 contains 25348 members 
Mstep: Class 21 contains 3525 members 
Mstep: Class 22 contains 3761 members 
Mstep: Class 23 contains 655068 members 
Mstep: Class 24 contains 4456 members 
Mstep: Class 25 contains 5114 members 
Mstep: Class 26 contains 61351 members 
Mstep: Class 27 contains 4726 members 
Mstep: Class 28 contains 126946 members 
Mstep: Class 29 contains 14390 members 
Mstep: Class 30 contains 32939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111934448.000000 Penalty: 105618.718750
Iteration 71Q: 31 clusters Score -1.119344e+08 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 57388 members 
Mstep: Class 2 contains 3508 members 
Mstep: Class 3 contains 8355 members 
Mstep: Class 4 contains 2745 members 
Mstep: Class 5 contains 18249 members 
Mstep: Class 6 contains 23340 members 
Mstep: Class 7 contains 17902 members 
Mstep: Class 8 contains 5760 members 
Mstep: Class 9 contains 67448 members 
Mstep: Class 10 contains 72558 members 
Mstep: Class 11 contains 4775 members 
Mstep: Class 12 contains 8839 members 
Mstep: Class 13 contains 14873 members 
Mstep: Class 14 contains 4574 members 
Mstep: Class 15 contains 7750 members 
Mstep: Class 16 contains 11484 members 
Mstep: Class 17 contains 153527 members 
Mstep: Class 18 contains 7423 members 
Mstep: Class 19 contains 34940 members 
Mstep: Class 20 contains 25357 members 
Mstep: Class 21 contains 3525 members 
Mstep: Class 22 contains 3778 members 
Mstep: Class 23 contains 654288 members 
Mstep: Class 24 contains 4489 members 
Mstep: Class 25 contains 5115 members 
Mstep: Class 26 contains 61468 members 
Mstep: Class 27 contains 4704 members 
Mstep: Class 28 contains 126957 members 
Mstep: Class 29 contains 14380 members 
Mstep: Class 30 contains 33581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111934936.000000 Penalty: 105618.718750
Iteration 72Q: 31 clusters Score -1.119349e+08 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 56565 members 
Mstep: Class 2 contains 3506 members 
Mstep: Class 3 contains 8369 members 
Mstep: Class 4 contains 2742 members 
Mstep: Class 5 contains 18271 members 
Mstep: Class 6 contains 23588 members 
Mstep: Class 7 contains 17918 members 
Mstep: Class 8 contains 5776 members 
Mstep: Class 9 contains 67681 members 
Mstep: Class 10 contains 72543 members 
Mstep: Class 11 contains 4775 members 
Mstep: Class 12 contains 8841 members 
Mstep: Class 13 contains 14870 members 
Mstep: Class 14 contains 4592 members 
Mstep: Class 15 contains 7751 members 
Mstep: Class 16 contains 11488 members 
Mstep: Class 17 contains 153546 members 
Mstep: Class 18 contains 7422 members 
Mstep: Class 19 contains 35215 members 
Mstep: Class 20 contains 25363 members 
Mstep: Class 21 contains 3521 members 
Mstep: Class 22 contains 3793 members 
Mstep: Class 23 contains 653594 members 
Mstep: Class 24 contains 4512 members 
Mstep: Class 25 contains 5119 members 
Mstep: Class 26 contains 61580 members 
Mstep: Class 27 contains 4684 members 
Mstep: Class 28 contains 126886 members 
Mstep: Class 29 contains 14376 members 
Mstep: Class 30 contains 34193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111934856.000000 Penalty: 105618.718750
Iteration 73Q: 31 clusters Score -1.119349e+08 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 55785 members 
Mstep: Class 2 contains 3505 members 
Mstep: Class 3 contains 8376 members 
Mstep: Class 4 contains 2742 members 
Mstep: Class 5 contains 18284 members 
Mstep: Class 6 contains 23857 members 
Mstep: Class 7 contains 17945 members 
Mstep: Class 8 contains 5792 members 
Mstep: Class 9 contains 67915 members 
Mstep: Class 10 contains 72529 members 
Mstep: Class 11 contains 4774 members 
Mstep: Class 12 contains 8839 members 
Mstep: Class 13 contains 14867 members 
Mstep: Class 14 contains 4616 members 
Mstep: Class 15 contains 7753 members 
Mstep: Class 16 contains 11493 members 
Mstep: Class 17 contains 153533 members 
Mstep: Class 18 contains 7421 members 
Mstep: Class 19 contains 35490 members 
Mstep: Class 20 contains 25357 members 
Mstep: Class 21 contains 3524 members 
Mstep: Class 22 contains 3805 members 
Mstep: Class 23 contains 652849 members 
Mstep: Class 24 contains 4526 members 
Mstep: Class 25 contains 5119 members 
Mstep: Class 26 contains 61707 members 
Mstep: Class 27 contains 4666 members 
Mstep: Class 28 contains 126848 members 
Mstep: Class 29 contains 14371 members 
Mstep: Class 30 contains 34792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111934912.000000 Penalty: 105618.718750
Iteration 74Q: 31 clusters Score -1.119349e+08 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 55015 members 
Mstep: Class 2 contains 3504 members 
Mstep: Class 3 contains 8380 members 
Mstep: Class 4 contains 2741 members 
Mstep: Class 5 contains 18302 members 
Mstep: Class 6 contains 24094 members 
Mstep: Class 7 contains 17978 members 
Mstep: Class 8 contains 5796 members 
Mstep: Class 9 contains 68159 members 
Mstep: Class 10 contains 72519 members 
Mstep: Class 11 contains 4774 members 
Mstep: Class 12 contains 8842 members 
Mstep: Class 13 contains 14876 members 
Mstep: Class 14 contains 4638 members 
Mstep: Class 15 contains 7754 members 
Mstep: Class 16 contains 11500 members 
Mstep: Class 17 contains 153521 members 
Mstep: Class 18 contains 7422 members 
Mstep: Class 19 contains 35747 members 
Mstep: Class 20 contains 25351 members 
Mstep: Class 21 contains 3528 members 
Mstep: Class 22 contains 3814 members 
Mstep: Class 23 contains 652131 members 
Mstep: Class 24 contains 4536 members 
Mstep: Class 25 contains 5122 members 
Mstep: Class 26 contains 61820 members 
Mstep: Class 27 contains 4649 members 
Mstep: Class 28 contains 126828 members 
Mstep: Class 29 contains 14369 members 
Mstep: Class 30 contains 35370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111935536.000000 Penalty: 105618.718750
Iteration 75Q: 31 clusters Score -1.119355e+08 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 54252 members 
Mstep: Class 2 contains 3504 members 
Mstep: Class 3 contains 8389 members 
Mstep: Class 4 contains 2739 members 
Mstep: Class 5 contains 18326 members 
Mstep: Class 6 contains 24322 members 
Mstep: Class 7 contains 17996 members 
Mstep: Class 8 contains 5803 members 
Mstep: Class 9 contains 68384 members 
Mstep: Class 10 contains 72518 members 
Mstep: Class 11 contains 4772 members 
Mstep: Class 12 contains 8841 members 
Mstep: Class 13 contains 14868 members 
Mstep: Class 14 contains 4660 members 
Mstep: Class 15 contains 7756 members 
Mstep: Class 16 contains 11501 members 
Mstep: Class 17 contains 153519 members 
Mstep: Class 18 contains 7420 members 
Mstep: Class 19 contains 35983 members 
Mstep: Class 20 contains 25349 members 
Mstep: Class 21 contains 3533 members 
Mstep: Class 22 contains 3828 members 
Mstep: Class 23 contains 651463 members 
Mstep: Class 24 contains 4550 members 
Mstep: Class 25 contains 5128 members 
Mstep: Class 26 contains 61927 members 
Mstep: Class 27 contains 4641 members 
Mstep: Class 28 contains 126845 members 
Mstep: Class 29 contains 14366 members 
Mstep: Class 30 contains 35897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111935832.000000 Penalty: 105618.718750
Iteration 76Q: 31 clusters Score -1.119358e+08 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 53480 members 
Mstep: Class 2 contains 3504 members 
Mstep: Class 3 contains 8395 members 
Mstep: Class 4 contains 2735 members 
Mstep: Class 5 contains 18360 members 
Mstep: Class 6 contains 24547 members 
Mstep: Class 7 contains 18017 members 
Mstep: Class 8 contains 5812 members 
Mstep: Class 9 contains 68607 members 
Mstep: Class 10 contains 72515 members 
Mstep: Class 11 contains 4769 members 
Mstep: Class 12 contains 8841 members 
Mstep: Class 13 contains 14878 members 
Mstep: Class 14 contains 4679 members 
Mstep: Class 15 contains 7759 members 
Mstep: Class 16 contains 11505 members 
Mstep: Class 17 contains 153527 members 
Mstep: Class 18 contains 7427 members 
Mstep: Class 19 contains 36192 members 
Mstep: Class 20 contains 25360 members 
Mstep: Class 21 contains 3537 members 
Mstep: Class 22 contains 3838 members 
Mstep: Class 23 contains 650901 members 
Mstep: Class 24 contains 4554 members 
Mstep: Class 25 contains 5128 members 
Mstep: Class 26 contains 62034 members 
Mstep: Class 27 contains 4633 members 
Mstep: Class 28 contains 126810 members 
Mstep: Class 29 contains 14360 members 
Mstep: Class 30 contains 36376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111936256.000000 Penalty: 105618.718750
Iteration 77Q: 31 clusters Score -1.119363e+08 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 52679 members 
Mstep: Class 2 contains 3504 members 
Mstep: Class 3 contains 8406 members 
Mstep: Class 4 contains 2731 members 
Mstep: Class 5 contains 18390 members 
Mstep: Class 6 contains 24763 members 
Mstep: Class 7 contains 18035 members 
Mstep: Class 8 contains 5825 members 
Mstep: Class 9 contains 68849 members 
Mstep: Class 10 contains 72506 members 
Mstep: Class 11 contains 4768 members 
Mstep: Class 12 contains 8842 members 
Mstep: Class 13 contains 14869 members 
Mstep: Class 14 contains 4689 members 
Mstep: Class 15 contains 7762 members 
Mstep: Class 16 contains 11509 members 
Mstep: Class 17 contains 153539 members 
Mstep: Class 18 contains 7426 members 
Mstep: Class 19 contains 36396 members 
Mstep: Class 20 contains 25351 members 
Mstep: Class 21 contains 3533 members 
Mstep: Class 22 contains 3851 members 
Mstep: Class 23 contains 650391 members 
Mstep: Class 24 contains 4561 members 
Mstep: Class 25 contains 5131 members 
Mstep: Class 26 contains 62130 members 
Mstep: Class 27 contains 4626 members 
Mstep: Class 28 contains 126805 members 
Mstep: Class 29 contains 14357 members 
Mstep: Class 30 contains 36856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111936576.000000 Penalty: 105618.718750
Iteration 78Q: 31 clusters Score -1.119366e+08 nChanged 2817
Entering ConstructFrom: 
Score: -111936576.000000 Penalty: 105618.718750
Entering ConstructFrom: 
Trying to split cluster 1 (51860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51860 members 
Entering Unmasked Estep 
Score: -4273367.000000 Penalty: 2692.363281
	Iteration 0F: 2 clusters Score -4273367 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25900 members 
Mstep: Class 2 contains 25960 members 
Entering Unmasked Estep 
Score: -4238188.500000 Penalty: 5384.726562
	Iteration 0F: 3 clusters Score -4238188 nChanged 24180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25578 members 
Mstep: Class 2 contains 26282 members 
Entering Unmasked Estep 
Score: -4251758.500000 Penalty: 5384.726562
	Iteration 1F: 3 clusters Score -4251758 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25339 members 
Mstep: Class 2 contains 26521 members 
Entering Unmasked Estep 
Score: -4252277.000000 Penalty: 5384.726562
	Iteration 2Q: 3 clusters Score -4252277 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24967 members 
Mstep: Class 2 contains 26893 members 
Entering Unmasked Estep 
Score: -4252692.500000 Penalty: 5384.726562
	Iteration 3Q: 3 clusters Score -4252692 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24482 members 
Mstep: Class 2 contains 27378 members 
Entering Unmasked Estep 
Score: -4253095.500000 Penalty: 5384.726562
	Iteration 4Q: 3 clusters Score -4253096 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23797 members 
Mstep: Class 2 contains 28063 members 
Entering Unmasked Estep 
Score: -4253598.000000 Penalty: 5384.726562
	Iteration 5Q: 3 clusters Score -4253598 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22841 members 
Mstep: Class 2 contains 29019 members 
Entering Unmasked Estep 
Score: -4254134.500000 Penalty: 5384.726562
	Iteration 6Q: 3 clusters Score -4254134 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21598 members 
Mstep: Class 2 contains 30262 members 
Entering Unmasked Estep 
Score: -4254855.500000 Penalty: 5384.726562
	Iteration 7Q: 3 clusters Score -4254856 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19950 members 
Mstep: Class 2 contains 31910 members 
Entering Unmasked Estep 
Score: -4255791.000000 Penalty: 5384.726562
	Iteration 8Q: 3 clusters Score -4255791 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17850 members 
Mstep: Class 2 contains 34010 members 
Entering Unmasked Estep 
Score: -4257171.500000 Penalty: 5384.726562
	Iteration 9Q: 3 clusters Score -4257172 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 36547 members 
Entering Unmasked Estep 
Score: -4258995.000000 Penalty: 5384.726562
	Iteration 10F: 3 clusters Score -4258995 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 39285 members 
Entering Unmasked Estep 
Score: -4261120.500000 Penalty: 5384.726562
	Iteration 11F: 3 clusters Score -4261120 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 41959 members 
Entering Unmasked Estep 
Score: -4263381.500000 Penalty: 5384.726562
	Iteration 12F: 3 clusters Score -4263382 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 44321 members 
Entering Unmasked Estep 
Score: -4265376.000000 Penalty: 5384.726562
	Iteration 13Q: 3 clusters Score -4265376 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 46155 members 
Entering Unmasked Estep 
Score: -4266983.000000 Penalty: 5384.726562
	Iteration 14Q: 3 clusters Score -4266983 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 47524 members 
Entering Unmasked Estep 
Score: -4268163.000000 Penalty: 5384.726562
	Iteration 15Q: 3 clusters Score -4268163 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 48491 members 
Entering Unmasked Estep 
Score: -4268978.000000 Penalty: 5384.726562
	Iteration 16Q: 3 clusters Score -4268978 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 49195 members 
Entering Unmasked Estep 
Score: -4269495.000000 Penalty: 5384.726562
	Iteration 17Q: 3 clusters Score -4269495 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 49721 members 
Entering Unmasked Estep 
Score: -4269896.000000 Penalty: 5384.726562
	Iteration 18Q: 3 clusters Score -4269896 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 50110 members 
Entering Unmasked Estep 
Score: -4270166.500000 Penalty: 5384.726562
	Iteration 19Q: 3 clusters Score -4270166 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 50409 members 
Entering Unmasked Estep 
Score: -4270387.500000 Penalty: 5384.726562
	Iteration 20F: 3 clusters Score -4270388 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 50634 members 
Entering Unmasked Estep 
Score: -4270551.500000 Penalty: 5384.726562
	Iteration 21Q: 3 clusters Score -4270552 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 50810 members 
Entering Unmasked Estep 
Score: -4270686.500000 Penalty: 5384.726562
	Iteration 22Q: 3 clusters Score -4270686 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 50924 members 
Entering Unmasked Estep 
Score: -4270777.500000 Penalty: 5384.726562
	Iteration 23Q: 3 clusters Score -4270778 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 51014 members 
Entering Unmasked Estep 
Score: -4270845.000000 Penalty: 5384.726562
	Iteration 24Q: 3 clusters Score -4270845 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 51084 members 
Entering Unmasked Estep 
Score: -4270891.500000 Penalty: 5384.726562
	Iteration 25Q: 3 clusters Score -4270892 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 51123 members 
Entering Unmasked Estep 
Score: -4270923.000000 Penalty: 5384.726562
	Iteration 26Q: 3 clusters Score -4270923 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 51156 members 
Entering Unmasked Estep 
Score: -4270950.500000 Penalty: 5384.726562
	Iteration 27Q: 3 clusters Score -4270950 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 51187 members 
Entering Unmasked Estep 
Score: -4270977.000000 Penalty: 5384.726562
	Iteration 28Q: 3 clusters Score -4270977 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 51215 members 
Entering Unmasked Estep 
Score: -4271001.000000 Penalty: 5384.726562
	Iteration 29Q: 3 clusters Score -4271001 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 51230 members 
Entering Unmasked Estep 
Score: -4271017.000000 Penalty: 5384.726562
	Iteration 30Q: 3 clusters Score -4271017 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 51245 members 
Entering Unmasked Estep 
Score: -4271021.500000 Penalty: 5384.726562
	Iteration 31Q: 3 clusters Score -4271022 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 51254 members 
Entering Unmasked Estep 
Score: -4271037.500000 Penalty: 5384.726562
	Iteration 32Q: 3 clusters Score -4271038 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 51268 members 
Entering Unmasked Estep 
Score: -4271039.500000 Penalty: 5384.726562
	Iteration 33Q: 3 clusters Score -4271040 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 51279 members 
Entering Unmasked Estep 
Score: -4271047.000000 Penalty: 5384.726562
	Iteration 34Q: 3 clusters Score -4271047 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 51290 members 
Entering Unmasked Estep 
Score: -4271059.000000 Penalty: 5384.726562
	Iteration 35Q: 3 clusters Score -4271059 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 51300 members 
Entering Unmasked Estep 
Score: -4271063.500000 Penalty: 5384.726562
	Iteration 36Q: 3 clusters Score -4271064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 51307 members 
Entering Unmasked Estep 
Score: -4271067.000000 Penalty: 5384.726562
	Iteration 37Q: 3 clusters Score -4271067 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 51313 members 
Entering Unmasked Estep 
Score: -4271074.500000 Penalty: 5384.726562
	Iteration 38Q: 3 clusters Score -4271074 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 51319 members 
Entering Unmasked Estep 
Score: -4271075.000000 Penalty: 5384.726562
	Iteration 39Q: 3 clusters Score -4271075 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 51327 members 
Entering Unmasked Estep 
Score: -4271082.000000 Penalty: 5384.726562
	Iteration 40F: 3 clusters Score -4271082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 51330 members 
Entering Unmasked Estep 
Score: -4271090.000000 Penalty: 5384.726562
	Iteration 41Q: 3 clusters Score -4271090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 51335 members 
Entering Unmasked Estep 
Score: -4271093.500000 Penalty: 5384.726562
	Iteration 42Q: 3 clusters Score -4271094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 51341 members 
Entering Unmasked Estep 
Score: -4271097.500000 Penalty: 5384.726562
	Iteration 43Q: 3 clusters Score -4271098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 51344 members 
Entering Unmasked Estep 
Score: -4271096.500000 Penalty: 5384.726562
	Iteration 44Q: 3 clusters Score -4271096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 51347 members 
Entering Unmasked Estep 
Score: -4271101.000000 Penalty: 5384.726562
	Iteration 45Q: 3 clusters Score -4271101 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 51350 members 
Entering Unmasked Estep 
Score: -4271099.000000 Penalty: 5384.726562
	Iteration 46Q: 3 clusters Score -4271099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 51352 members 
Entering Unmasked Estep 
Score: -4271107.000000 Penalty: 5384.726562
	Iteration 47Q: 3 clusters Score -4271107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 51355 members 
Entering Unmasked Estep 
Score: -4271104.500000 Penalty: 5384.726562
	Iteration 48Q: 3 clusters Score -4271104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 51358 members 
Entering Unmasked Estep 
Score: -4271114.000000 Penalty: 5384.726562
	Iteration 49Q: 3 clusters Score -4271114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 51358 members 
Entering Unmasked Estep 
Score: -4271114.000000 Penalty: 5384.726562
	Iteration 50F: 3 clusters Score -4271114 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Entering Unmasked Estep 
Score: -270790.093750 Penalty: 2024.091675
	Iteration 0F: 2 clusters Score -270790.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -267234.156250 Penalty: 4048.183350
	Iteration 0F: 3 clusters Score -267234.2 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -268029.031250 Penalty: 4048.183350
	Iteration 1F: 3 clusters Score -268029 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -268224.468750 Penalty: 4048.183350
	Iteration 2F: 3 clusters Score -268224.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -268326.687500 Penalty: 4048.183350
	Iteration 3Q: 3 clusters Score -268326.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -268389.062500 Penalty: 4048.183350
	Iteration 4Q: 3 clusters Score -268389.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -268418.281250 Penalty: 4048.183350
	Iteration 5Q: 3 clusters Score -268418.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -268435.281250 Penalty: 4048.183350
	Iteration 6Q: 3 clusters Score -268435.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -268449.343750 Penalty: 4048.183350
	Iteration 7Q: 3 clusters Score -268449.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -268464.937500 Penalty: 4048.183350
	Iteration 8Q: 3 clusters Score -268464.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -268475.968750 Penalty: 4048.183350
	Iteration 9Q: 3 clusters Score -268476 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -268481.906250 Penalty: 4048.183350
	Iteration 10Q: 3 clusters Score -268481.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -268485.625000 Penalty: 4048.183350
	Iteration 11Q: 3 clusters Score -268485.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -268488.812500 Penalty: 4048.183350
	Iteration 12Q: 3 clusters Score -268488.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -268490.906250 Penalty: 4048.183350
	Iteration 13Q: 3 clusters Score -268490.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -268494.531250 Penalty: 4048.183350
	Iteration 14Q: 3 clusters Score -268494.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -268500.093750 Penalty: 4048.183350
	Iteration 15Q: 3 clusters Score -268500.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -268506.062500 Penalty: 4048.183350
	Iteration 16Q: 3 clusters Score -268506.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -268509.531250 Penalty: 4048.183350
	Iteration 17Q: 3 clusters Score -268509.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -268512.875000 Penalty: 4048.183350
	Iteration 18Q: 3 clusters Score -268512.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -268518.687500 Penalty: 4048.183350
	Iteration 19Q: 3 clusters Score -268518.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -268522.750000 Penalty: 4048.183350
	Iteration 20F: 3 clusters Score -268522.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -268526.437500 Penalty: 4048.183350
	Iteration 21Q: 3 clusters Score -268526.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -268528.937500 Penalty: 4048.183350
	Iteration 22Q: 3 clusters Score -268528.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -268529.718750 Penalty: 4048.183350
	Iteration 23Q: 3 clusters Score -268529.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -268532.343750 Penalty: 4048.183350
	Iteration 24Q: 3 clusters Score -268532.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -268532.593750 Penalty: 4048.183350
	Iteration 25Q: 3 clusters Score -268532.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -268534.156250 Penalty: 4048.183350
	Iteration 26Q: 3 clusters Score -268534.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -268533.781250 Penalty: 4048.183350
	Iteration 27Q: 3 clusters Score -268533.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -268534.656250 Penalty: 4048.183350
	Iteration 28Q: 3 clusters Score -268534.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -268534.656250 Penalty: 4048.183350
	Iteration 29F: 3 clusters Score -268534.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Entering Unmasked Estep 
Score: -635644.937500 Penalty: 2241.396484
	Iteration 0F: 2 clusters Score -635644.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -628950.000000 Penalty: 4482.792969
	Iteration 0F: 3 clusters Score -628950 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -630833.250000 Penalty: 4482.792969
	Iteration 1F: 3 clusters Score -630833.2 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -631142.875000 Penalty: 4482.792969
	Iteration 2F: 3 clusters Score -631142.9 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -631350.625000 Penalty: 4482.792969
	Iteration 3F: 3 clusters Score -631350.6 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -631548.062500 Penalty: 4482.792969
	Iteration 4Q: 3 clusters Score -631548.1 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -631717.562500 Penalty: 4482.792969
	Iteration 5Q: 3 clusters Score -631717.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -631862.625000 Penalty: 4482.792969
	Iteration 6Q: 3 clusters Score -631862.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -631983.062500 Penalty: 4482.792969
	Iteration 7Q: 3 clusters Score -631983.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -632095.187500 Penalty: 4482.792969
	Iteration 8Q: 3 clusters Score -632095.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -632219.125000 Penalty: 4482.792969
	Iteration 9Q: 3 clusters Score -632219.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -632346.375000 Penalty: 4482.792969
	Iteration 10Q: 3 clusters Score -632346.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -632477.562500 Penalty: 4482.792969
	Iteration 11Q: 3 clusters Score -632477.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -632643.375000 Penalty: 4482.792969
	Iteration 12Q: 3 clusters Score -632643.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -632801.937500 Penalty: 4482.792969
	Iteration 13Q: 3 clusters Score -632801.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -632951.562500 Penalty: 4482.792969
	Iteration 14Q: 3 clusters Score -632951.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -633099.312500 Penalty: 4482.792969
	Iteration 15Q: 3 clusters Score -633099.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -633230.000000 Penalty: 4482.792969
	Iteration 16Q: 3 clusters Score -633230 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -633369.375000 Penalty: 4482.792969
	Iteration 17Q: 3 clusters Score -633369.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -633476.250000 Penalty: 4482.792969
	Iteration 18Q: 3 clusters Score -633476.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -633545.187500 Penalty: 4482.792969
	Iteration 19Q: 3 clusters Score -633545.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -633594.187500 Penalty: 4482.792969
	Iteration 20F: 3 clusters Score -633594.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -633645.000000 Penalty: 4482.792969
	Iteration 21Q: 3 clusters Score -633645 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -633698.375000 Penalty: 4482.792969
	Iteration 22Q: 3 clusters Score -633698.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -633759.937500 Penalty: 4482.792969
	Iteration 23Q: 3 clusters Score -633759.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -633824.062500 Penalty: 4482.792969
	Iteration 24Q: 3 clusters Score -633824.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -633861.750000 Penalty: 4482.792969
	Iteration 25Q: 3 clusters Score -633861.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -633890.625000 Penalty: 4482.792969
	Iteration 26Q: 3 clusters Score -633890.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -633928.250000 Penalty: 4482.792969
	Iteration 27Q: 3 clusters Score -633928.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -633962.375000 Penalty: 4482.792969
	Iteration 28Q: 3 clusters Score -633962.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -633990.000000 Penalty: 4482.792969
	Iteration 29Q: 3 clusters Score -633990 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -634019.250000 Penalty: 4482.792969
	Iteration 30Q: 3 clusters Score -634019.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -634049.250000 Penalty: 4482.792969
	Iteration 31Q: 3 clusters Score -634049.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -634072.625000 Penalty: 4482.792969
	Iteration 32Q: 3 clusters Score -634072.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -634089.875000 Penalty: 4482.792969
	Iteration 33Q: 3 clusters Score -634089.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -634107.937500 Penalty: 4482.792969
	Iteration 34Q: 3 clusters Score -634107.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -634125.562500 Penalty: 4482.792969
	Iteration 35Q: 3 clusters Score -634125.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -634137.937500 Penalty: 4482.792969
	Iteration 36Q: 3 clusters Score -634137.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -634145.750000 Penalty: 4482.792969
	Iteration 37Q: 3 clusters Score -634145.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -634158.437500 Penalty: 4482.792969
	Iteration 38Q: 3 clusters Score -634158.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -634181.312500 Penalty: 4482.792969
	Iteration 39Q: 3 clusters Score -634181.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -634261.062500 Penalty: 4482.792969
	Iteration 40F: 3 clusters Score -634261.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -634463.687500 Penalty: 4482.792969
	Iteration 41Q: 3 clusters Score -634463.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -634737.750000 Penalty: 4482.792969
	Iteration 42Q: 3 clusters Score -634737.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -634842.187500 Penalty: 4482.792969
	Iteration 43Q: 3 clusters Score -634842.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -634884.125000 Penalty: 4482.792969
	Iteration 44Q: 3 clusters Score -634884.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -634899.750000 Penalty: 4482.792969
	Iteration 45Q: 3 clusters Score -634899.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -634908.687500 Penalty: 4482.792969
	Iteration 46Q: 3 clusters Score -634908.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -634911.937500 Penalty: 4482.792969
	Iteration 47Q: 3 clusters Score -634911.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -634914.875000 Penalty: 4482.792969
	Iteration 48Q: 3 clusters Score -634914.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -634914.625000 Penalty: 4482.792969
	Iteration 49Q: 3 clusters Score -634914.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -634915.062500 Penalty: 4482.792969
	Iteration 50Q: 3 clusters Score -634915.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -634914.812500 Penalty: 4482.792969
	Iteration 51Q: 3 clusters Score -634914.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -634914.812500 Penalty: 4482.792969
	Iteration 52F: 3 clusters Score -634914.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Entering Unmasked Estep 
Score: -181945.656250 Penalty: 1962.099243
	Iteration 0F: 2 clusters Score -181945.7 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 1320 members 
Entering Unmasked Estep 
Score: -178937.312500 Penalty: 3924.198486
	Iteration 0F: 3 clusters Score -178937.3 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -179648.000000 Penalty: 3924.198486
	Iteration 1F: 3 clusters Score -179648 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -179872.578125 Penalty: 3924.198486
	Iteration 2F: 3 clusters Score -179872.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -179981.796875 Penalty: 3924.198486
	Iteration 3F: 3 clusters Score -179981.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -180081.937500 Penalty: 3924.198486
	Iteration 4Q: 3 clusters Score -180081.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -180164.281250 Penalty: 3924.198486
	Iteration 5Q: 3 clusters Score -180164.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -180238.703125 Penalty: 3924.198486
	Iteration 6Q: 3 clusters Score -180238.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -180301.015625 Penalty: 3924.198486
	Iteration 7Q: 3 clusters Score -180301 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -180355.390625 Penalty: 3924.198486
	Iteration 8Q: 3 clusters Score -180355.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -180398.531250 Penalty: 3924.198486
	Iteration 9Q: 3 clusters Score -180398.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -180423.390625 Penalty: 3924.198486
	Iteration 10Q: 3 clusters Score -180423.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -180438.765625 Penalty: 3924.198486
	Iteration 11Q: 3 clusters Score -180438.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -180458.656250 Penalty: 3924.198486
	Iteration 12Q: 3 clusters Score -180458.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -180480.609375 Penalty: 3924.198486
	Iteration 13Q: 3 clusters Score -180480.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -180497.859375 Penalty: 3924.198486
	Iteration 14Q: 3 clusters Score -180497.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -180510.296875 Penalty: 3924.198486
	Iteration 15Q: 3 clusters Score -180510.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -180523.953125 Penalty: 3924.198486
	Iteration 16Q: 3 clusters Score -180524 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -180538.890625 Penalty: 3924.198486
	Iteration 17Q: 3 clusters Score -180538.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -180561.859375 Penalty: 3924.198486
	Iteration 18Q: 3 clusters Score -180561.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -180595.453125 Penalty: 3924.198486
	Iteration 19Q: 3 clusters Score -180595.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -180654.328125 Penalty: 3924.198486
	Iteration 20F: 3 clusters Score -180654.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -180722.609375 Penalty: 3924.198486
	Iteration 21Q: 3 clusters Score -180722.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -180747.609375 Penalty: 3924.198486
	Iteration 22Q: 3 clusters Score -180747.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -180765.625000 Penalty: 3924.198486
	Iteration 23Q: 3 clusters Score -180765.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -180776.500000 Penalty: 3924.198486
	Iteration 24Q: 3 clusters Score -180776.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -180787.156250 Penalty: 3924.198486
	Iteration 25Q: 3 clusters Score -180787.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -180796.609375 Penalty: 3924.198486
	Iteration 26Q: 3 clusters Score -180796.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -180802.078125 Penalty: 3924.198486
	Iteration 27Q: 3 clusters Score -180802.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -180804.703125 Penalty: 3924.198486
	Iteration 28Q: 3 clusters Score -180804.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -180808.687500 Penalty: 3924.198486
	Iteration 29Q: 3 clusters Score -180808.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -180811.078125 Penalty: 3924.198486
	Iteration 30Q: 3 clusters Score -180811.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -180813.687500 Penalty: 3924.198486
	Iteration 31Q: 3 clusters Score -180813.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -180815.468750 Penalty: 3924.198486
	Iteration 32Q: 3 clusters Score -180815.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -180820.703125 Penalty: 3924.198486
	Iteration 33Q: 3 clusters Score -180820.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -180828.921875 Penalty: 3924.198486
	Iteration 34Q: 3 clusters Score -180828.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -180831.718750 Penalty: 3924.198486
	Iteration 35Q: 3 clusters Score -180831.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -180833.703125 Penalty: 3924.198486
	Iteration 36Q: 3 clusters Score -180833.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -180834.734375 Penalty: 3924.198486
	Iteration 37Q: 3 clusters Score -180834.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -180835.281250 Penalty: 3924.198486
	Iteration 38Q: 3 clusters Score -180835.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -180835.281250 Penalty: 3924.198486
	Iteration 39F: 3 clusters Score -180835.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (18429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18429 members 
Entering Unmasked Estep 
Score: -1516285.625000 Penalty: 2435.776855
	Iteration 0F: 2 clusters Score -1516286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -1503152.625000 Penalty: 4871.553711
	Iteration 0F: 3 clusters Score -1503153 nChanged 8103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1507639.875000 Penalty: 4871.553711
	Iteration 1F: 3 clusters Score -1507640 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -1508182.000000 Penalty: 4871.553711
	Iteration 2F: 3 clusters Score -1508182 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -1508743.000000 Penalty: 4871.553711
	Iteration 3F: 3 clusters Score -1508743 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -1509403.250000 Penalty: 4871.553711
	Iteration 4F: 3 clusters Score -1509403 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1510293.875000 Penalty: 4871.553711
	Iteration 5F: 3 clusters Score -1510294 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1511377.250000 Penalty: 4871.553711
	Iteration 6F: 3 clusters Score -1511377 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -1512529.875000 Penalty: 4871.553711
	Iteration 7F: 3 clusters Score -1512530 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -1513507.750000 Penalty: 4871.553711
	Iteration 8F: 3 clusters Score -1513508 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1514069.500000 Penalty: 4871.553711
	Iteration 9Q: 3 clusters Score -1514070 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15662 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1514363.000000 Penalty: 4871.553711
	Iteration 10Q: 3 clusters Score -1514363 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1514539.250000 Penalty: 4871.553711
	Iteration 11Q: 3 clusters Score -1514539 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1514672.500000 Penalty: 4871.553711
	Iteration 12Q: 3 clusters Score -1514672 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1514758.125000 Penalty: 4871.553711
	Iteration 13Q: 3 clusters Score -1514758 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16432 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1514807.500000 Penalty: 4871.553711
	Iteration 14Q: 3 clusters Score -1514808 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16541 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1514855.625000 Penalty: 4871.553711
	Iteration 15Q: 3 clusters Score -1514856 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16637 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1514885.375000 Penalty: 4871.553711
	Iteration 16Q: 3 clusters Score -1514885 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1514924.875000 Penalty: 4871.553711
	Iteration 17Q: 3 clusters Score -1514925 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1514943.250000 Penalty: 4871.553711
	Iteration 18Q: 3 clusters Score -1514943 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16835 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1514958.125000 Penalty: 4871.553711
	Iteration 19Q: 3 clusters Score -1514958 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16890 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1514981.500000 Penalty: 4871.553711
	Iteration 20F: 3 clusters Score -1514982 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1514999.375000 Penalty: 4871.553711
	Iteration 21Q: 3 clusters Score -1514999 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16969 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1515009.750000 Penalty: 4871.553711
	Iteration 22Q: 3 clusters Score -1515010 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16996 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1515018.000000 Penalty: 4871.553711
	Iteration 23Q: 3 clusters Score -1515018 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17018 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1515025.250000 Penalty: 4871.553711
	Iteration 24Q: 3 clusters Score -1515025 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17045 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1515044.625000 Penalty: 4871.553711
	Iteration 25Q: 3 clusters Score -1515045 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17072 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1515049.875000 Penalty: 4871.553711
	Iteration 26Q: 3 clusters Score -1515050 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17090 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1515055.625000 Penalty: 4871.553711
	Iteration 27Q: 3 clusters Score -1515056 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17108 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1515063.625000 Penalty: 4871.553711
	Iteration 28Q: 3 clusters Score -1515064 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17120 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1515065.250000 Penalty: 4871.553711
	Iteration 29Q: 3 clusters Score -1515065 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17134 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1515067.125000 Penalty: 4871.553711
	Iteration 30Q: 3 clusters Score -1515067 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1515071.000000 Penalty: 4871.553711
	Iteration 31Q: 3 clusters Score -1515071 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17159 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1515072.375000 Penalty: 4871.553711
	Iteration 32Q: 3 clusters Score -1515072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17167 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1515079.125000 Penalty: 4871.553711
	Iteration 33Q: 3 clusters Score -1515079 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1515078.750000 Penalty: 4871.553711
	Iteration 34Q: 3 clusters Score -1515079 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1515078.500000 Penalty: 4871.553711
	Iteration 35Q: 3 clusters Score -1515078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1515076.625000 Penalty: 4871.553711
	Iteration 36Q: 3 clusters Score -1515077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17184 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1515083.250000 Penalty: 4871.553711
	Iteration 37Q: 3 clusters Score -1515083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1515080.750000 Penalty: 4871.553711
	Iteration 38Q: 3 clusters Score -1515081 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1515080.750000 Penalty: 4871.553711
	Iteration 39F: 3 clusters Score -1515081 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (24969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24969 members 
Entering Unmasked Estep 
Score: -2056335.500000 Penalty: 2511.096680
	Iteration 0F: 2 clusters Score -2056336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -2038953.000000 Penalty: 5022.193359
	Iteration 0F: 3 clusters Score -2038953 nChanged 11174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -2045078.500000 Penalty: 5022.193359
	Iteration 1F: 3 clusters Score -2045078 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -2045467.500000 Penalty: 5022.193359
	Iteration 2Q: 3 clusters Score -2045468 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -2045766.750000 Penalty: 5022.193359
	Iteration 3Q: 3 clusters Score -2045767 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -2046005.375000 Penalty: 5022.193359
	Iteration 4Q: 3 clusters Score -2046005 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -2046227.750000 Penalty: 5022.193359
	Iteration 5Q: 3 clusters Score -2046228 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -2046421.750000 Penalty: 5022.193359
	Iteration 6Q: 3 clusters Score -2046422 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -2046601.875000 Penalty: 5022.193359
	Iteration 7Q: 3 clusters Score -2046602 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -2046775.875000 Penalty: 5022.193359
	Iteration 8Q: 3 clusters Score -2046776 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -2046986.625000 Penalty: 5022.193359
	Iteration 9Q: 3 clusters Score -2046987 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -2047236.625000 Penalty: 5022.193359
	Iteration 10Q: 3 clusters Score -2047237 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -2047554.875000 Penalty: 5022.193359
	Iteration 11Q: 3 clusters Score -2047555 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 14389 members 
Entering Unmasked Estep 
Score: -2047963.625000 Penalty: 5022.193359
	Iteration 12Q: 3 clusters Score -2047964 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 14965 members 
Entering Unmasked Estep 
Score: -2048546.125000 Penalty: 5022.193359
	Iteration 13Q: 3 clusters Score -2048546 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -2049386.625000 Penalty: 5022.193359
	Iteration 14F: 3 clusters Score -2049387 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 16374 members 
Entering Unmasked Estep 
Score: -2050429.125000 Penalty: 5022.193359
	Iteration 15F: 3 clusters Score -2050429 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 17021 members 
Entering Unmasked Estep 
Score: -2051404.250000 Penalty: 5022.193359
	Iteration 16F: 3 clusters Score -2051404 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 17497 members 
Entering Unmasked Estep 
Score: -2052023.750000 Penalty: 5022.193359
	Iteration 17Q: 3 clusters Score -2052024 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 17817 members 
Entering Unmasked Estep 
Score: -2052332.125000 Penalty: 5022.193359
	Iteration 18Q: 3 clusters Score -2052332 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 18108 members 
Entering Unmasked Estep 
Score: -2052487.625000 Penalty: 5022.193359
	Iteration 19Q: 3 clusters Score -2052488 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 18320 members 
Entering Unmasked Estep 
Score: -2052587.125000 Penalty: 5022.193359
	Iteration 20F: 3 clusters Score -2052587 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 18523 members 
Entering Unmasked Estep 
Score: -2052663.000000 Penalty: 5022.193359
	Iteration 21Q: 3 clusters Score -2052663 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 18707 members 
Entering Unmasked Estep 
Score: -2052732.875000 Penalty: 5022.193359
	Iteration 22Q: 3 clusters Score -2052733 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 18889 members 
Entering Unmasked Estep 
Score: -2052777.875000 Penalty: 5022.193359
	Iteration 23Q: 3 clusters Score -2052778 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 19086 members 
Entering Unmasked Estep 
Score: -2052850.500000 Penalty: 5022.193359
	Iteration 24Q: 3 clusters Score -2052850 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 19270 members 
Entering Unmasked Estep 
Score: -2052892.625000 Penalty: 5022.193359
	Iteration 25Q: 3 clusters Score -2052893 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 19417 members 
Entering Unmasked Estep 
Score: -2052931.875000 Penalty: 5022.193359
	Iteration 26Q: 3 clusters Score -2052932 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 19561 members 
Entering Unmasked Estep 
Score: -2052976.250000 Penalty: 5022.193359
	Iteration 27Q: 3 clusters Score -2052976 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 19727 members 
Entering Unmasked Estep 
Score: -2053024.250000 Penalty: 5022.193359
	Iteration 28Q: 3 clusters Score -2053024 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 19907 members 
Entering Unmasked Estep 
Score: -2053078.375000 Penalty: 5022.193359
	Iteration 29Q: 3 clusters Score -2053078 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 20078 members 
Entering Unmasked Estep 
Score: -2053128.000000 Penalty: 5022.193359
	Iteration 30Q: 3 clusters Score -2053128 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 20258 members 
Entering Unmasked Estep 
Score: -2053174.000000 Penalty: 5022.193359
	Iteration 31Q: 3 clusters Score -2053174 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 20468 members 
Entering Unmasked Estep 
Score: -2053236.750000 Penalty: 5022.193359
	Iteration 32Q: 3 clusters Score -2053237 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 20650 members 
Entering Unmasked Estep 
Score: -2053297.625000 Penalty: 5022.193359
	Iteration 33Q: 3 clusters Score -2053298 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 20827 members 
Entering Unmasked Estep 
Score: -2053346.125000 Penalty: 5022.193359
	Iteration 34Q: 3 clusters Score -2053346 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 20990 members 
Entering Unmasked Estep 
Score: -2053389.500000 Penalty: 5022.193359
	Iteration 35Q: 3 clusters Score -2053390 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 21133 members 
Entering Unmasked Estep 
Score: -2053428.625000 Penalty: 5022.193359
	Iteration 36Q: 3 clusters Score -2053429 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 21289 members 
Entering Unmasked Estep 
Score: -2053483.250000 Penalty: 5022.193359
	Iteration 37Q: 3 clusters Score -2053483 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 21450 members 
Entering Unmasked Estep 
Score: -2053536.375000 Penalty: 5022.193359
	Iteration 38Q: 3 clusters Score -2053536 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 21599 members 
Entering Unmasked Estep 
Score: -2053590.250000 Penalty: 5022.193359
	Iteration 39Q: 3 clusters Score -2053590 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 21736 members 
Entering Unmasked Estep 
Score: -2053628.125000 Penalty: 5022.193359
	Iteration 40F: 3 clusters Score -2053628 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 21871 members 
Entering Unmasked Estep 
Score: -2053666.875000 Penalty: 5022.193359
	Iteration 41Q: 3 clusters Score -2053667 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 21997 members 
Entering Unmasked Estep 
Score: -2053695.500000 Penalty: 5022.193359
	Iteration 42Q: 3 clusters Score -2053696 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 22099 members 
Entering Unmasked Estep 
Score: -2053712.750000 Penalty: 5022.193359
	Iteration 43Q: 3 clusters Score -2053713 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 22182 members 
Entering Unmasked Estep 
Score: -2053737.875000 Penalty: 5022.193359
	Iteration 44Q: 3 clusters Score -2053738 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 22261 members 
Entering Unmasked Estep 
Score: -2053764.500000 Penalty: 5022.193359
	Iteration 45Q: 3 clusters Score -2053764 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 22334 members 
Entering Unmasked Estep 
Score: -2053776.250000 Penalty: 5022.193359
	Iteration 46Q: 3 clusters Score -2053776 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 22396 members 
Entering Unmasked Estep 
Score: -2053797.375000 Penalty: 5022.193359
	Iteration 47Q: 3 clusters Score -2053797 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 22463 members 
Entering Unmasked Estep 
Score: -2053817.750000 Penalty: 5022.193359
	Iteration 48Q: 3 clusters Score -2053818 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 22539 members 
Entering Unmasked Estep 
Score: -2053837.500000 Penalty: 5022.193359
	Iteration 49Q: 3 clusters Score -2053838 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 22592 members 
Entering Unmasked Estep 
Score: -2053860.000000 Penalty: 5022.193359
	Iteration 50Q: 3 clusters Score -2053860 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 22641 members 
Entering Unmasked Estep 
Score: -2053873.500000 Penalty: 5022.193359
	Iteration 51Q: 3 clusters Score -2053874 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 22701 members 
Entering Unmasked Estep 
Score: -2053886.375000 Penalty: 5022.193359
	Iteration 52Q: 3 clusters Score -2053886 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 22758 members 
Entering Unmasked Estep 
Score: -2053907.125000 Penalty: 5022.193359
	Iteration 53Q: 3 clusters Score -2053907 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 22810 members 
Entering Unmasked Estep 
Score: -2053919.625000 Penalty: 5022.193359
	Iteration 54Q: 3 clusters Score -2053920 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 22856 members 
Entering Unmasked Estep 
Score: -2053930.250000 Penalty: 5022.193359
	Iteration 55Q: 3 clusters Score -2053930 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 22902 members 
Entering Unmasked Estep 
Score: -2053940.250000 Penalty: 5022.193359
	Iteration 56Q: 3 clusters Score -2053940 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 22945 members 
Entering Unmasked Estep 
Score: -2053948.250000 Penalty: 5022.193359
	Iteration 57Q: 3 clusters Score -2053948 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 22979 members 
Entering Unmasked Estep 
Score: -2053960.375000 Penalty: 5022.193359
	Iteration 58Q: 3 clusters Score -2053960 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 23016 members 
Entering Unmasked Estep 
Score: -2053967.500000 Penalty: 5022.193359
	Iteration 59Q: 3 clusters Score -2053968 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 23042 members 
Entering Unmasked Estep 
Score: -2053971.500000 Penalty: 5022.193359
	Iteration 60F: 3 clusters Score -2053972 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 23063 members 
Entering Unmasked Estep 
Score: -2053982.750000 Penalty: 5022.193359
	Iteration 61Q: 3 clusters Score -2053983 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 23091 members 
Entering Unmasked Estep 
Score: -2053988.875000 Penalty: 5022.193359
	Iteration 62Q: 3 clusters Score -2053989 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 23123 members 
Entering Unmasked Estep 
Score: -2054002.500000 Penalty: 5022.193359
	Iteration 63Q: 3 clusters Score -2054002 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 23146 members 
Entering Unmasked Estep 
Score: -2054007.125000 Penalty: 5022.193359
	Iteration 64Q: 3 clusters Score -2054007 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 23171 members 
Entering Unmasked Estep 
Score: -2054020.125000 Penalty: 5022.193359
	Iteration 65Q: 3 clusters Score -2054020 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 23201 members 
Entering Unmasked Estep 
Score: -2054028.875000 Penalty: 5022.193359
	Iteration 66Q: 3 clusters Score -2054029 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 23239 members 
Entering Unmasked Estep 
Score: -2054036.875000 Penalty: 5022.193359
	Iteration 67Q: 3 clusters Score -2054037 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 23271 members 
Entering Unmasked Estep 
Score: -2054041.375000 Penalty: 5022.193359
	Iteration 68Q: 3 clusters Score -2054041 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 23298 members 
Entering Unmasked Estep 
Score: -2054051.375000 Penalty: 5022.193359
	Iteration 69Q: 3 clusters Score -2054051 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 23319 members 
Entering Unmasked Estep 
Score: -2054054.875000 Penalty: 5022.193359
	Iteration 70Q: 3 clusters Score -2054055 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 23334 members 
Entering Unmasked Estep 
Score: -2054061.625000 Penalty: 5022.193359
	Iteration 71Q: 3 clusters Score -2054062 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 23350 members 
Entering Unmasked Estep 
Score: -2054067.000000 Penalty: 5022.193359
	Iteration 72Q: 3 clusters Score -2054067 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 23362 members 
Entering Unmasked Estep 
Score: -2054075.500000 Penalty: 5022.193359
	Iteration 73Q: 3 clusters Score -2054076 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 23379 members 
Entering Unmasked Estep 
Score: -2054079.750000 Penalty: 5022.193359
	Iteration 74Q: 3 clusters Score -2054080 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 23395 members 
Entering Unmasked Estep 
Score: -2054083.125000 Penalty: 5022.193359
	Iteration 75Q: 3 clusters Score -2054083 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 23408 members 
Entering Unmasked Estep 
Score: -2054083.375000 Penalty: 5022.193359
	Iteration 76Q: 3 clusters Score -2054083 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 23416 members 
Entering Unmasked Estep 
Score: -2054085.625000 Penalty: 5022.193359
	Iteration 77Q: 3 clusters Score -2054086 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 23427 members 
Entering Unmasked Estep 
Score: -2054087.625000 Penalty: 5022.193359
	Iteration 78Q: 3 clusters Score -2054088 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 23435 members 
Entering Unmasked Estep 
Score: -2054086.625000 Penalty: 5022.193359
	Iteration 79Q: 3 clusters Score -2054087 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 23440 members 
Entering Unmasked Estep 
Score: -2054094.625000 Penalty: 5022.193359
	Iteration 80F: 3 clusters Score -2054095 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 23451 members 
Entering Unmasked Estep 
Score: -2054101.750000 Penalty: 5022.193359
	Iteration 81Q: 3 clusters Score -2054102 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 23461 members 
Entering Unmasked Estep 
Score: -2054104.250000 Penalty: 5022.193359
	Iteration 82Q: 3 clusters Score -2054104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 23466 members 
Entering Unmasked Estep 
Score: -2054104.500000 Penalty: 5022.193359
	Iteration 83Q: 3 clusters Score -2054104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 23469 members 
Entering Unmasked Estep 
Score: -2054102.000000 Penalty: 5022.193359
	Iteration 84Q: 3 clusters Score -2054102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 23471 members 
Entering Unmasked Estep 
Score: -2054102.875000 Penalty: 5022.193359
	Iteration 85Q: 3 clusters Score -2054103 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 23476 members 
Entering Unmasked Estep 
Score: -2054106.000000 Penalty: 5022.193359
	Iteration 86Q: 3 clusters Score -2054106 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 23485 members 
Entering Unmasked Estep 
Score: -2054107.750000 Penalty: 5022.193359
	Iteration 87Q: 3 clusters Score -2054108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 23490 members 
Entering Unmasked Estep 
Score: -2054107.250000 Penalty: 5022.193359
	Iteration 88Q: 3 clusters Score -2054107 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 23494 members 
Entering Unmasked Estep 
Score: -2054106.875000 Penalty: 5022.193359
	Iteration 89Q: 3 clusters Score -2054107 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 23498 members 
Entering Unmasked Estep 
Score: -2054108.375000 Penalty: 5022.193359
	Iteration 90Q: 3 clusters Score -2054108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 23505 members 
Entering Unmasked Estep 
Score: -2054109.875000 Penalty: 5022.193359
	Iteration 91Q: 3 clusters Score -2054110 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 23514 members 
Entering Unmasked Estep 
Score: -2054109.375000 Penalty: 5022.193359
	Iteration 92Q: 3 clusters Score -2054109 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 23519 members 
Entering Unmasked Estep 
Score: -2054114.750000 Penalty: 5022.193359
	Iteration 93Q: 3 clusters Score -2054115 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 23528 members 
Entering Unmasked Estep 
Score: -2054116.875000 Penalty: 5022.193359
	Iteration 94Q: 3 clusters Score -2054117 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 23538 members 
Entering Unmasked Estep 
Score: -2054118.125000 Penalty: 5022.193359
	Iteration 95Q: 3 clusters Score -2054118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 23545 members 
Entering Unmasked Estep 
Score: -2054122.375000 Penalty: 5022.193359
	Iteration 96Q: 3 clusters Score -2054122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 23550 members 
Entering Unmasked Estep 
Score: -2054123.125000 Penalty: 5022.193359
	Iteration 97Q: 3 clusters Score -2054123 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 23556 members 
Entering Unmasked Estep 
Score: -2054126.625000 Penalty: 5022.193359
	Iteration 98Q: 3 clusters Score -2054127 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 23561 members 
Entering Unmasked Estep 
Score: -2054127.875000 Penalty: 5022.193359
	Iteration 99Q: 3 clusters Score -2054128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 23565 members 
Entering Unmasked Estep 
Score: -2054128.250000 Penalty: 5022.193359
	Iteration 100F: 3 clusters Score -2054128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 23571 members 
Entering Unmasked Estep 
Score: -2054128.375000 Penalty: 5022.193359
	Iteration 101Q: 3 clusters Score -2054128 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 23579 members 
Entering Unmasked Estep 
Score: -2054130.750000 Penalty: 5022.193359
	Iteration 102Q: 3 clusters Score -2054131 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 23583 members 
Entering Unmasked Estep 
Score: -2054126.250000 Penalty: 5022.193359
	Iteration 103Q: 3 clusters Score -2054126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 23589 members 
Entering Unmasked Estep 
Score: -2054128.250000 Penalty: 5022.193359
	Iteration 104Q: 3 clusters Score -2054128 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 23597 members 
Entering Unmasked Estep 
Score: -2054128.875000 Penalty: 5022.193359
	Iteration 105Q: 3 clusters Score -2054129 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 23605 members 
Entering Unmasked Estep 
Score: -2054132.750000 Penalty: 5022.193359
	Iteration 106Q: 3 clusters Score -2054133 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 23614 members 
Entering Unmasked Estep 
Score: -2054135.750000 Penalty: 5022.193359
	Iteration 107Q: 3 clusters Score -2054136 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 23624 members 
Entering Unmasked Estep 
Score: -2054139.625000 Penalty: 5022.193359
	Iteration 108Q: 3 clusters Score -2054140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 23631 members 
Entering Unmasked Estep 
Score: -2054140.875000 Penalty: 5022.193359
	Iteration 109Q: 3 clusters Score -2054141 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 23640 members 
Entering Unmasked Estep 
Score: -2054145.500000 Penalty: 5022.193359
	Iteration 110Q: 3 clusters Score -2054146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 23648 members 
Entering Unmasked Estep 
Score: -2054148.000000 Penalty: 5022.193359
	Iteration 111Q: 3 clusters Score -2054148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 23652 members 
Entering Unmasked Estep 
Score: -2054150.750000 Penalty: 5022.193359
	Iteration 112Q: 3 clusters Score -2054151 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 23657 members 
Entering Unmasked Estep 
Score: -2054148.375000 Penalty: 5022.193359
	Iteration 113Q: 3 clusters Score -2054148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 23664 members 
Entering Unmasked Estep 
Score: -2054147.750000 Penalty: 5022.193359
	Iteration 114Q: 3 clusters Score -2054148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 23671 members 
Entering Unmasked Estep 
Score: -2054148.625000 Penalty: 5022.193359
	Iteration 115Q: 3 clusters Score -2054149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 23676 members 
Entering Unmasked Estep 
Score: -2054151.375000 Penalty: 5022.193359
	Iteration 116Q: 3 clusters Score -2054151 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 23680 members 
Entering Unmasked Estep 
Score: -2054154.875000 Penalty: 5022.193359
	Iteration 117Q: 3 clusters Score -2054155 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 23686 members 
Entering Unmasked Estep 
Score: -2054156.125000 Penalty: 5022.193359
	Iteration 118Q: 3 clusters Score -2054156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 23695 members 
Entering Unmasked Estep 
Score: -2054156.875000 Penalty: 5022.193359
	Iteration 119Q: 3 clusters Score -2054157 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 23704 members 
Entering Unmasked Estep 
Score: -2054163.125000 Penalty: 5022.193359
	Iteration 120F: 3 clusters Score -2054163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 23707 members 
Entering Unmasked Estep 
Score: -2054164.875000 Penalty: 5022.193359
	Iteration 121Q: 3 clusters Score -2054165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 23710 members 
Entering Unmasked Estep 
Score: -2054164.875000 Penalty: 5022.193359
	Iteration 122Q: 3 clusters Score -2054165 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 23714 members 
Entering Unmasked Estep 
Score: -2054165.000000 Penalty: 5022.193359
	Iteration 123Q: 3 clusters Score -2054165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 23716 members 
Entering Unmasked Estep 
Score: -2054165.500000 Penalty: 5022.193359
	Iteration 124Q: 3 clusters Score -2054166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 23717 members 
Entering Unmasked Estep 
Score: -2054165.000000 Penalty: 5022.193359
	Iteration 125Q: 3 clusters Score -2054165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 23718 members 
Entering Unmasked Estep 
Score: -2054165.875000 Penalty: 5022.193359
	Iteration 126Q: 3 clusters Score -2054166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 23721 members 
Entering Unmasked Estep 
Score: -2054164.625000 Penalty: 5022.193359
	Iteration 127Q: 3 clusters Score -2054165 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 23725 members 
Entering Unmasked Estep 
Score: -2054165.875000 Penalty: 5022.193359
	Iteration 128Q: 3 clusters Score -2054166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 23729 members 
Entering Unmasked Estep 
Score: -2054164.000000 Penalty: 5022.193359
	Iteration 129Q: 3 clusters Score -2054164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 23730 members 
Entering Unmasked Estep 
Score: -2054164.375000 Penalty: 5022.193359
	Iteration 130Q: 3 clusters Score -2054164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 23730 members 
Entering Unmasked Estep 
Score: -2054164.375000 Penalty: 5022.193359
	Iteration 131F: 3 clusters Score -2054164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (18061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18061 members 
Entering Unmasked Estep 
Score: -1255636.375000 Penalty: 2430.774414
	Iteration 0F: 2 clusters Score -1255636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -1242973.500000 Penalty: 4861.548828
	Iteration 0F: 3 clusters Score -1242974 nChanged 7834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -1247334.375000 Penalty: 4861.548828
	Iteration 1F: 3 clusters Score -1247334 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -1247985.750000 Penalty: 4861.548828
	Iteration 2F: 3 clusters Score -1247986 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -1248626.750000 Penalty: 4861.548828
	Iteration 3F: 3 clusters Score -1248627 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -1249274.875000 Penalty: 4861.548828
	Iteration 4F: 3 clusters Score -1249275 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -1249998.125000 Penalty: 4861.548828
	Iteration 5F: 3 clusters Score -1249998 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -1250748.250000 Penalty: 4861.548828
	Iteration 6F: 3 clusters Score -1250748 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -1251476.125000 Penalty: 4861.548828
	Iteration 7F: 3 clusters Score -1251476 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -1252098.750000 Penalty: 4861.548828
	Iteration 8Q: 3 clusters Score -1252099 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -1252658.375000 Penalty: 4861.548828
	Iteration 9Q: 3 clusters Score -1252658 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -1253098.875000 Penalty: 4861.548828
	Iteration 10Q: 3 clusters Score -1253099 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -1253431.250000 Penalty: 4861.548828
	Iteration 11Q: 3 clusters Score -1253431 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -1253675.875000 Penalty: 4861.548828
	Iteration 12Q: 3 clusters Score -1253676 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
Score: -1253887.125000 Penalty: 4861.548828
	Iteration 13Q: 3 clusters Score -1253887 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -1254091.125000 Penalty: 4861.548828
	Iteration 14Q: 3 clusters Score -1254091 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -1254255.125000 Penalty: 4861.548828
	Iteration 15Q: 3 clusters Score -1254255 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 15205 members 
Entering Unmasked Estep 
Score: -1254403.875000 Penalty: 4861.548828
	Iteration 16Q: 3 clusters Score -1254404 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -1254549.125000 Penalty: 4861.548828
	Iteration 17Q: 3 clusters Score -1254549 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -1254660.875000 Penalty: 4861.548828
	Iteration 18Q: 3 clusters Score -1254661 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 15639 members 
Entering Unmasked Estep 
Score: -1254751.750000 Penalty: 4861.548828
	Iteration 19Q: 3 clusters Score -1254752 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 15729 members 
Entering Unmasked Estep 
Score: -1254816.250000 Penalty: 4861.548828
	Iteration 20F: 3 clusters Score -1254816 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -1254893.375000 Penalty: 4861.548828
	Iteration 21Q: 3 clusters Score -1254893 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -1254971.375000 Penalty: 4861.548828
	Iteration 22Q: 3 clusters Score -1254971 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -1255039.625000 Penalty: 4861.548828
	Iteration 23Q: 3 clusters Score -1255040 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 16000 members 
Entering Unmasked Estep 
Score: -1255108.250000 Penalty: 4861.548828
	Iteration 24Q: 3 clusters Score -1255108 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 16059 members 
Entering Unmasked Estep 
Score: -1255194.250000 Penalty: 4861.548828
	Iteration 25Q: 3 clusters Score -1255194 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -1255302.125000 Penalty: 4861.548828
	Iteration 26Q: 3 clusters Score -1255302 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 16166 members 
Entering Unmasked Estep 
Score: -1255411.625000 Penalty: 4861.548828
	Iteration 27Q: 3 clusters Score -1255412 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -1255530.500000 Penalty: 4861.548828
	Iteration 28Q: 3 clusters Score -1255530 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -1255620.125000 Penalty: 4861.548828
	Iteration 29Q: 3 clusters Score -1255620 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 16279 members 
Entering Unmasked Estep 
Score: -1255670.750000 Penalty: 4861.548828
	Iteration 30Q: 3 clusters Score -1255671 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -1255690.500000 Penalty: 4861.548828
	Iteration 31Q: 3 clusters Score -1255690 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 16312 members 
Entering Unmasked Estep 
Score: -1255716.250000 Penalty: 4861.548828
	Iteration 32Q: 3 clusters Score -1255716 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -1255729.750000 Penalty: 4861.548828
	Iteration 33Q: 3 clusters Score -1255730 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 16342 members 
Entering Unmasked Estep 
Score: -1255744.375000 Penalty: 4861.548828
	Iteration 34Q: 3 clusters Score -1255744 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 16353 members 
Entering Unmasked Estep 
Score: -1255759.250000 Penalty: 4861.548828
	Iteration 35Q: 3 clusters Score -1255759 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 16364 members 
Entering Unmasked Estep 
Score: -1255772.125000 Penalty: 4861.548828
	Iteration 36Q: 3 clusters Score -1255772 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 16363 members 
Entering Unmasked Estep 
Score: -1255778.125000 Penalty: 4861.548828
	Iteration 37Q: 3 clusters Score -1255778 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 16361 members 
Entering Unmasked Estep 
Score: -1255778.250000 Penalty: 4861.548828
	Iteration 38Q: 3 clusters Score -1255778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 16361 members 
Entering Unmasked Estep 
Score: -1255778.875000 Penalty: 4861.548828
	Iteration 39Q: 3 clusters Score -1255779 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 16362 members 
Entering Unmasked Estep 
Score: -1255781.500000 Penalty: 4861.548828
	Iteration 40F: 3 clusters Score -1255782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 16361 members 
Entering Unmasked Estep 
Score: -1255783.875000 Penalty: 4861.548828
	Iteration 41Q: 3 clusters Score -1255784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 16361 members 
Entering Unmasked Estep 
Score: -1255783.875000 Penalty: 4861.548828
	Iteration 42F: 3 clusters Score -1255784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 51860 members 
Mstep: Class 2 contains 3504 members 
Mstep: Class 3 contains 8416 members 
Mstep: Class 4 contains 2729 members 
Mstep: Class 5 contains 18429 members 
Mstep: Class 6 contains 24969 members 
Mstep: Class 7 contains 1700 members 
Mstep: Class 8 contains 5838 members 
Mstep: Class 9 contains 69092 members 
Mstep: Class 10 contains 72490 members 
Mstep: Class 11 contains 4769 members 
Mstep: Class 12 contains 8842 members 
Mstep: Class 13 contains 14840 members 
Mstep: Class 14 contains 4690 members 
Mstep: Class 15 contains 7763 members 
Mstep: Class 16 contains 11512 members 
Mstep: Class 17 contains 153576 members 
Mstep: Class 18 contains 7430 members 
Mstep: Class 19 contains 36611 members 
Mstep: Class 20 contains 25356 members 
Mstep: Class 21 contains 3534 members 
Mstep: Class 22 contains 3855 members 
Mstep: Class 23 contains 649968 members 
Mstep: Class 24 contains 4567 members 
Mstep: Class 25 contains 5134 members 
Mstep: Class 26 contains 62209 members 
Mstep: Class 27 contains 4620 members 
Mstep: Class 28 contains 126747 members 
Mstep: Class 29 contains 14353 members 
Mstep: Class 30 contains 37316 members 
Mstep: Class 31 contains 16361 members 
Entering Unmasked Estep 
Score: -111935736.000000 Penalty: 109139.343750
Splitting cluster 7 changes total score from -111936576.000000 to -111935736.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (5838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Entering Unmasked Estep 
Score: -456053.312500 Penalty: 2150.691650
	Iteration 0F: 2 clusters Score -456053.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -451088.281250 Penalty: 4301.383301
	Iteration 0F: 3 clusters Score -451088.3 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -452307.875000 Penalty: 4301.383301
	Iteration 1F: 3 clusters Score -452307.9 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -452563.937500 Penalty: 4301.383301
	Iteration 2F: 3 clusters Score -452563.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -452734.875000 Penalty: 4301.383301
	Iteration 3Q: 3 clusters Score -452734.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -452862.593750 Penalty: 4301.383301
	Iteration 4Q: 3 clusters Score -452862.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -452976.906250 Penalty: 4301.383301
	Iteration 5Q: 3 clusters Score -452976.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -453106.343750 Penalty: 4301.383301
	Iteration 6Q: 3 clusters Score -453106.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -453276.937500 Penalty: 4301.383301
	Iteration 7Q: 3 clusters Score -453276.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -453451.031250 Penalty: 4301.383301
	Iteration 8Q: 3 clusters Score -453451 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -453614.968750 Penalty: 4301.383301
	Iteration 9Q: 3 clusters Score -453615 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -453815.406250 Penalty: 4301.383301
	Iteration 10Q: 3 clusters Score -453815.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -454004.281250 Penalty: 4301.383301
	Iteration 11Q: 3 clusters Score -454004.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -454168.875000 Penalty: 4301.383301
	Iteration 12Q: 3 clusters Score -454168.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -454324.375000 Penalty: 4301.383301
	Iteration 13Q: 3 clusters Score -454324.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -454453.218750 Penalty: 4301.383301
	Iteration 14Q: 3 clusters Score -454453.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -454546.218750 Penalty: 4301.383301
	Iteration 15Q: 3 clusters Score -454546.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -454599.218750 Penalty: 4301.383301
	Iteration 16Q: 3 clusters Score -454599.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -454639.125000 Penalty: 4301.383301
	Iteration 17Q: 3 clusters Score -454639.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -454666.718750 Penalty: 4301.383301
	Iteration 18Q: 3 clusters Score -454666.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -454699.593750 Penalty: 4301.383301
	Iteration 19Q: 3 clusters Score -454699.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -454729.562500 Penalty: 4301.383301
	Iteration 20F: 3 clusters Score -454729.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -454757.781250 Penalty: 4301.383301
	Iteration 21Q: 3 clusters Score -454757.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -454790.906250 Penalty: 4301.383301
	Iteration 22Q: 3 clusters Score -454790.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -454819.031250 Penalty: 4301.383301
	Iteration 23Q: 3 clusters Score -454819 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -454854.000000 Penalty: 4301.383301
	Iteration 24Q: 3 clusters Score -454854 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -454885.187500 Penalty: 4301.383301
	Iteration 25Q: 3 clusters Score -454885.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -454912.656250 Penalty: 4301.383301
	Iteration 26Q: 3 clusters Score -454912.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -454930.343750 Penalty: 4301.383301
	Iteration 27Q: 3 clusters Score -454930.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -454940.468750 Penalty: 4301.383301
	Iteration 28Q: 3 clusters Score -454940.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -454947.093750 Penalty: 4301.383301
	Iteration 29Q: 3 clusters Score -454947.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -454955.843750 Penalty: 4301.383301
	Iteration 30Q: 3 clusters Score -454955.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -454964.843750 Penalty: 4301.383301
	Iteration 31Q: 3 clusters Score -454964.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -454972.156250 Penalty: 4301.383301
	Iteration 32Q: 3 clusters Score -454972.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -454980.843750 Penalty: 4301.383301
	Iteration 33Q: 3 clusters Score -454980.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -454986.218750 Penalty: 4301.383301
	Iteration 34Q: 3 clusters Score -454986.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -454996.468750 Penalty: 4301.383301
	Iteration 35Q: 3 clusters Score -454996.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -455008.093750 Penalty: 4301.383301
	Iteration 36Q: 3 clusters Score -455008.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -455018.218750 Penalty: 4301.383301
	Iteration 37Q: 3 clusters Score -455018.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -455027.843750 Penalty: 4301.383301
	Iteration 38Q: 3 clusters Score -455027.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -455037.687500 Penalty: 4301.383301
	Iteration 39Q: 3 clusters Score -455037.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -455047.468750 Penalty: 4301.383301
	Iteration 40F: 3 clusters Score -455047.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -455061.093750 Penalty: 4301.383301
	Iteration 41Q: 3 clusters Score -455061.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -455065.531250 Penalty: 4301.383301
	Iteration 42Q: 3 clusters Score -455065.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -455070.468750 Penalty: 4301.383301
	Iteration 43Q: 3 clusters Score -455070.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -455074.687500 Penalty: 4301.383301
	Iteration 44Q: 3 clusters Score -455074.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -455079.218750 Penalty: 4301.383301
	Iteration 45Q: 3 clusters Score -455079.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -455083.281250 Penalty: 4301.383301
	Iteration 46Q: 3 clusters Score -455083.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -455086.562500 Penalty: 4301.383301
	Iteration 47Q: 3 clusters Score -455086.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -455087.625000 Penalty: 4301.383301
	Iteration 48Q: 3 clusters Score -455087.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -455090.000000 Penalty: 4301.383301
	Iteration 49Q: 3 clusters Score -455090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -455093.875000 Penalty: 4301.383301
	Iteration 50Q: 3 clusters Score -455093.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -455094.718750 Penalty: 4301.383301
	Iteration 51Q: 3 clusters Score -455094.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -455094.843750 Penalty: 4301.383301
	Iteration 52Q: 3 clusters Score -455094.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -455094.843750 Penalty: 4301.383301
	Iteration 53F: 3 clusters Score -455094.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (69092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69092 members 
Entering Unmasked Estep 
Score: -5350522.000000 Penalty: 2763.512207
	Iteration 0F: 2 clusters Score -5350522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34658 members 
Mstep: Class 2 contains 34434 members 
Entering Unmasked Estep 
Score: -5304165.000000 Penalty: 5527.024414
	Iteration 0F: 3 clusters Score -5304165 nChanged 32462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36044 members 
Mstep: Class 2 contains 33048 members 
Entering Unmasked Estep 
Score: -5322504.500000 Penalty: 5527.024414
	Iteration 1F: 3 clusters Score -5322504 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36980 members 
Mstep: Class 2 contains 32112 members 
Entering Unmasked Estep 
Score: -5323464.500000 Penalty: 5527.024414
	Iteration 2Q: 3 clusters Score -5323464 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38475 members 
Mstep: Class 2 contains 30617 members 
Entering Unmasked Estep 
Score: -5324726.500000 Penalty: 5527.024414
	Iteration 3Q: 3 clusters Score -5324726 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40701 members 
Mstep: Class 2 contains 28391 members 
Entering Unmasked Estep 
Score: -5326671.500000 Penalty: 5527.024414
	Iteration 4F: 3 clusters Score -5326672 nChanged 4606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43935 members 
Mstep: Class 2 contains 25157 members 
Entering Unmasked Estep 
Score: -5329533.000000 Penalty: 5527.024414
	Iteration 5F: 3 clusters Score -5329533 nChanged 5252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48027 members 
Mstep: Class 2 contains 21065 members 
Entering Unmasked Estep 
Score: -5333323.000000 Penalty: 5527.024414
	Iteration 6F: 3 clusters Score -5333323 nChanged 5181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52312 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -5337313.500000 Penalty: 5527.024414
	Iteration 7F: 3 clusters Score -5337314 nChanged 4281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56025 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -5340784.500000 Penalty: 5527.024414
	Iteration 8F: 3 clusters Score -5340784 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58846 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -5343572.000000 Penalty: 5527.024414
	Iteration 9Q: 3 clusters Score -5343572 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60690 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -5346158.500000 Penalty: 5527.024414
	Iteration 10Q: 3 clusters Score -5346158 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61668 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -5347527.000000 Penalty: 5527.024414
	Iteration 11Q: 3 clusters Score -5347527 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62254 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -5348117.500000 Penalty: 5527.024414
	Iteration 12Q: 3 clusters Score -5348118 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62683 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -5348361.000000 Penalty: 5527.024414
	Iteration 13Q: 3 clusters Score -5348361 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63026 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -5348530.000000 Penalty: 5527.024414
	Iteration 14Q: 3 clusters Score -5348530 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63311 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -5348609.000000 Penalty: 5527.024414
	Iteration 15Q: 3 clusters Score -5348609 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63518 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -5348690.000000 Penalty: 5527.024414
	Iteration 16Q: 3 clusters Score -5348690 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63685 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -5348732.000000 Penalty: 5527.024414
	Iteration 17Q: 3 clusters Score -5348732 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63821 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -5348756.000000 Penalty: 5527.024414
	Iteration 18Q: 3 clusters Score -5348756 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63934 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -5348784.500000 Penalty: 5527.024414
	Iteration 19Q: 3 clusters Score -5348784 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64039 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -5348803.500000 Penalty: 5527.024414
	Iteration 20F: 3 clusters Score -5348804 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64149 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -5348826.000000 Penalty: 5527.024414
	Iteration 21Q: 3 clusters Score -5348826 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64256 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -5348852.500000 Penalty: 5527.024414
	Iteration 22Q: 3 clusters Score -5348852 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64348 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -5348863.000000 Penalty: 5527.024414
	Iteration 23Q: 3 clusters Score -5348863 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64426 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -5348879.000000 Penalty: 5527.024414
	Iteration 24Q: 3 clusters Score -5348879 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64499 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -5348899.500000 Penalty: 5527.024414
	Iteration 25Q: 3 clusters Score -5348900 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64565 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -5348894.500000 Penalty: 5527.024414
	Iteration 26Q: 3 clusters Score -5348894 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64614 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -5348915.000000 Penalty: 5527.024414
	Iteration 27Q: 3 clusters Score -5348915 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64665 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -5348926.000000 Penalty: 5527.024414
	Iteration 28Q: 3 clusters Score -5348926 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64695 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -5348923.500000 Penalty: 5527.024414
	Iteration 29Q: 3 clusters Score -5348924 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64732 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -5348934.000000 Penalty: 5527.024414
	Iteration 30Q: 3 clusters Score -5348934 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64769 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -5348933.000000 Penalty: 5527.024414
	Iteration 31Q: 3 clusters Score -5348933 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64796 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -5348920.500000 Penalty: 5527.024414
	Iteration 32Q: 3 clusters Score -5348920 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64820 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -5348917.000000 Penalty: 5527.024414
	Iteration 33Q: 3 clusters Score -5348917 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64841 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -5348909.500000 Penalty: 5527.024414
	Iteration 34Q: 3 clusters Score -5348910 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64863 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -5348918.500000 Penalty: 5527.024414
	Iteration 35Q: 3 clusters Score -5348918 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64895 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -5348923.500000 Penalty: 5527.024414
	Iteration 36Q: 3 clusters Score -5348924 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64919 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -5348928.000000 Penalty: 5527.024414
	Iteration 37Q: 3 clusters Score -5348928 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64936 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -5348932.500000 Penalty: 5527.024414
	Iteration 38Q: 3 clusters Score -5348932 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64947 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -5348940.000000 Penalty: 5527.024414
	Iteration 39Q: 3 clusters Score -5348940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64953 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -5348940.500000 Penalty: 5527.024414
	Iteration 40F: 3 clusters Score -5348940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64958 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -5348942.500000 Penalty: 5527.024414
	Iteration 41Q: 3 clusters Score -5348942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64961 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -5348936.500000 Penalty: 5527.024414
	Iteration 42Q: 3 clusters Score -5348936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64963 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -5348940.500000 Penalty: 5527.024414
	Iteration 43Q: 3 clusters Score -5348940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64965 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -5348939.000000 Penalty: 5527.024414
	Iteration 44Q: 3 clusters Score -5348939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64968 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -5348938.500000 Penalty: 5527.024414
	Iteration 45Q: 3 clusters Score -5348938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64971 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -5348942.000000 Penalty: 5527.024414
	Iteration 46Q: 3 clusters Score -5348942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64975 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -5348938.500000 Penalty: 5527.024414
	Iteration 47Q: 3 clusters Score -5348938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64980 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -5348935.500000 Penalty: 5527.024414
	Iteration 48Q: 3 clusters Score -5348936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64985 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -5348936.000000 Penalty: 5527.024414
	Iteration 49Q: 3 clusters Score -5348936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64992 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -5348944.500000 Penalty: 5527.024414
	Iteration 50Q: 3 clusters Score -5348944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64996 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -5348941.000000 Penalty: 5527.024414
	Iteration 51Q: 3 clusters Score -5348941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64997 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -5348935.500000 Penalty: 5527.024414
	Iteration 52Q: 3 clusters Score -5348936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64998 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -5348935.500000 Penalty: 5527.024414
	Iteration 53Q: 3 clusters Score -5348936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64998 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -5348935.500000 Penalty: 5527.024414
	Iteration 54F: 3 clusters Score -5348936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (72490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72490 members 
Entering Unmasked Estep 
Score: -5857638.500000 Penalty: 2775.418701
	Iteration 0F: 2 clusters Score -5857638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36025 members 
Mstep: Class 2 contains 36465 members 
Entering Unmasked Estep 
Score: -5809234.500000 Penalty: 5550.837402
	Iteration 0F: 3 clusters Score -5809234 nChanged 34023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34568 members 
Mstep: Class 2 contains 37922 members 
Entering Unmasked Estep 
Score: -5828678.000000 Penalty: 5550.837402
	Iteration 1F: 3 clusters Score -5828678 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33673 members 
Mstep: Class 2 contains 38817 members 
Entering Unmasked Estep 
Score: -5829689.000000 Penalty: 5550.837402
	Iteration 2Q: 3 clusters Score -5829689 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32480 members 
Mstep: Class 2 contains 40010 members 
Entering Unmasked Estep 
Score: -5830955.000000 Penalty: 5550.837402
	Iteration 3Q: 3 clusters Score -5830955 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30757 members 
Mstep: Class 2 contains 41733 members 
Entering Unmasked Estep 
Score: -5832613.500000 Penalty: 5550.837402
	Iteration 4Q: 3 clusters Score -5832614 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28558 members 
Mstep: Class 2 contains 43932 members 
Entering Unmasked Estep 
Score: -5834696.000000 Penalty: 5550.837402
	Iteration 5F: 3 clusters Score -5834696 nChanged 4151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25737 members 
Mstep: Class 2 contains 46753 members 
Entering Unmasked Estep 
Score: -5837467.500000 Penalty: 5550.837402
	Iteration 6F: 3 clusters Score -5837468 nChanged 4510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22411 members 
Mstep: Class 2 contains 50079 members 
Entering Unmasked Estep 
Score: -5840947.500000 Penalty: 5550.837402
	Iteration 7F: 3 clusters Score -5840948 nChanged 4433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19010 members 
Mstep: Class 2 contains 53480 members 
Entering Unmasked Estep 
Score: -5844434.000000 Penalty: 5550.837402
	Iteration 8F: 3 clusters Score -5844434 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15992 members 
Mstep: Class 2 contains 56498 members 
Entering Unmasked Estep 
Score: -5847652.500000 Penalty: 5550.837402
	Iteration 9F: 3 clusters Score -5847652 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 58921 members 
Entering Unmasked Estep 
Score: -5850119.000000 Penalty: 5550.837402
	Iteration 10Q: 3 clusters Score -5850119 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 60719 members 
Entering Unmasked Estep 
Score: -5851748.500000 Penalty: 5550.837402
	Iteration 11Q: 3 clusters Score -5851748 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 62025 members 
Entering Unmasked Estep 
Score: -5852880.500000 Penalty: 5550.837402
	Iteration 12Q: 3 clusters Score -5852880 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 63011 members 
Entering Unmasked Estep 
Score: -5853669.000000 Penalty: 5550.837402
	Iteration 13Q: 3 clusters Score -5853669 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 63780 members 
Entering Unmasked Estep 
Score: -5854161.500000 Penalty: 5550.837402
	Iteration 14Q: 3 clusters Score -5854162 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 64377 members 
Entering Unmasked Estep 
Score: -5854490.500000 Penalty: 5550.837402
	Iteration 15Q: 3 clusters Score -5854490 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 64874 members 
Entering Unmasked Estep 
Score: -5854749.000000 Penalty: 5550.837402
	Iteration 16Q: 3 clusters Score -5854749 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 65281 members 
Entering Unmasked Estep 
Score: -5854893.000000 Penalty: 5550.837402
	Iteration 17Q: 3 clusters Score -5854893 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 65635 members 
Entering Unmasked Estep 
Score: -5855026.500000 Penalty: 5550.837402
	Iteration 18Q: 3 clusters Score -5855026 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 65964 members 
Entering Unmasked Estep 
Score: -5855120.000000 Penalty: 5550.837402
	Iteration 19Q: 3 clusters Score -5855120 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 66251 members 
Entering Unmasked Estep 
Score: -5855218.000000 Penalty: 5550.837402
	Iteration 20F: 3 clusters Score -5855218 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 66488 members 
Entering Unmasked Estep 
Score: -5855295.000000 Penalty: 5550.837402
	Iteration 21Q: 3 clusters Score -5855295 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 66718 members 
Entering Unmasked Estep 
Score: -5855354.500000 Penalty: 5550.837402
	Iteration 22Q: 3 clusters Score -5855354 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 66940 members 
Entering Unmasked Estep 
Score: -5855406.500000 Penalty: 5550.837402
	Iteration 23Q: 3 clusters Score -5855406 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 67139 members 
Entering Unmasked Estep 
Score: -5855455.000000 Penalty: 5550.837402
	Iteration 24Q: 3 clusters Score -5855455 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 67315 members 
Entering Unmasked Estep 
Score: -5855505.000000 Penalty: 5550.837402
	Iteration 25Q: 3 clusters Score -5855505 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 67460 members 
Entering Unmasked Estep 
Score: -5855540.500000 Penalty: 5550.837402
	Iteration 26Q: 3 clusters Score -5855540 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 67583 members 
Entering Unmasked Estep 
Score: -5855580.500000 Penalty: 5550.837402
	Iteration 27Q: 3 clusters Score -5855580 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 67704 members 
Entering Unmasked Estep 
Score: -5855621.000000 Penalty: 5550.837402
	Iteration 28Q: 3 clusters Score -5855621 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 67822 members 
Entering Unmasked Estep 
Score: -5855635.500000 Penalty: 5550.837402
	Iteration 29Q: 3 clusters Score -5855636 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 67916 members 
Entering Unmasked Estep 
Score: -5855653.000000 Penalty: 5550.837402
	Iteration 30Q: 3 clusters Score -5855653 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 67994 members 
Entering Unmasked Estep 
Score: -5855659.500000 Penalty: 5550.837402
	Iteration 31Q: 3 clusters Score -5855660 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 68055 members 
Entering Unmasked Estep 
Score: -5855673.000000 Penalty: 5550.837402
	Iteration 32Q: 3 clusters Score -5855673 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 68118 members 
Entering Unmasked Estep 
Score: -5855702.000000 Penalty: 5550.837402
	Iteration 33Q: 3 clusters Score -5855702 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 68178 members 
Entering Unmasked Estep 
Score: -5855722.000000 Penalty: 5550.837402
	Iteration 34Q: 3 clusters Score -5855722 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 68229 members 
Entering Unmasked Estep 
Score: -5855730.000000 Penalty: 5550.837402
	Iteration 35Q: 3 clusters Score -5855730 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 68266 members 
Entering Unmasked Estep 
Score: -5855735.000000 Penalty: 5550.837402
	Iteration 36Q: 3 clusters Score -5855735 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 68311 members 
Entering Unmasked Estep 
Score: -5855744.500000 Penalty: 5550.837402
	Iteration 37Q: 3 clusters Score -5855744 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 68358 members 
Entering Unmasked Estep 
Score: -5855761.000000 Penalty: 5550.837402
	Iteration 38Q: 3 clusters Score -5855761 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 68398 members 
Entering Unmasked Estep 
Score: -5855766.500000 Penalty: 5550.837402
	Iteration 39Q: 3 clusters Score -5855766 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 68438 members 
Entering Unmasked Estep 
Score: -5855774.500000 Penalty: 5550.837402
	Iteration 40F: 3 clusters Score -5855774 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 68476 members 
Entering Unmasked Estep 
Score: -5855769.500000 Penalty: 5550.837402
	Iteration 41Q: 3 clusters Score -5855770 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 68509 members 
Entering Unmasked Estep 
Score: -5855777.000000 Penalty: 5550.837402
	Iteration 42Q: 3 clusters Score -5855777 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 68540 members 
Entering Unmasked Estep 
Score: -5855795.000000 Penalty: 5550.837402
	Iteration 43Q: 3 clusters Score -5855795 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 68587 members 
Entering Unmasked Estep 
Score: -5855796.500000 Penalty: 5550.837402
	Iteration 44Q: 3 clusters Score -5855796 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 68637 members 
Entering Unmasked Estep 
Score: -5855832.000000 Penalty: 5550.837402
	Iteration 45Q: 3 clusters Score -5855832 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 68671 members 
Entering Unmasked Estep 
Score: -5855824.500000 Penalty: 5550.837402
	Iteration 46Q: 3 clusters Score -5855824 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 68707 members 
Entering Unmasked Estep 
Score: -5855819.500000 Penalty: 5550.837402
	Iteration 47Q: 3 clusters Score -5855820 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 68744 members 
Entering Unmasked Estep 
Score: -5855823.500000 Penalty: 5550.837402
	Iteration 48Q: 3 clusters Score -5855824 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 68770 members 
Entering Unmasked Estep 
Score: -5855829.000000 Penalty: 5550.837402
	Iteration 49Q: 3 clusters Score -5855829 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 68796 members 
Entering Unmasked Estep 
Score: -5855837.500000 Penalty: 5550.837402
	Iteration 50Q: 3 clusters Score -5855838 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 68818 members 
Entering Unmasked Estep 
Score: -5855836.500000 Penalty: 5550.837402
	Iteration 51Q: 3 clusters Score -5855836 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 68845 members 
Entering Unmasked Estep 
Score: -5855834.500000 Penalty: 5550.837402
	Iteration 52Q: 3 clusters Score -5855834 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 68875 members 
Entering Unmasked Estep 
Score: -5855843.000000 Penalty: 5550.837402
	Iteration 53Q: 3 clusters Score -5855843 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 68897 members 
Entering Unmasked Estep 
Score: -5855857.500000 Penalty: 5550.837402
	Iteration 54Q: 3 clusters Score -5855858 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 68926 members 
Entering Unmasked Estep 
Score: -5855862.000000 Penalty: 5550.837402
	Iteration 55Q: 3 clusters Score -5855862 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 68957 members 
Entering Unmasked Estep 
Score: -5855865.000000 Penalty: 5550.837402
	Iteration 56Q: 3 clusters Score -5855865 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 68972 members 
Entering Unmasked Estep 
Score: -5855867.500000 Penalty: 5550.837402
	Iteration 57Q: 3 clusters Score -5855868 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 68990 members 
Entering Unmasked Estep 
Score: -5855868.000000 Penalty: 5550.837402
	Iteration 58Q: 3 clusters Score -5855868 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 69005 members 
Entering Unmasked Estep 
Score: -5855875.500000 Penalty: 5550.837402
	Iteration 59Q: 3 clusters Score -5855876 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 69018 members 
Entering Unmasked Estep 
Score: -5855878.500000 Penalty: 5550.837402
	Iteration 60F: 3 clusters Score -5855878 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 69032 members 
Entering Unmasked Estep 
Score: -5855890.500000 Penalty: 5550.837402
	Iteration 61Q: 3 clusters Score -5855890 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 69043 members 
Entering Unmasked Estep 
Score: -5855893.000000 Penalty: 5550.837402
	Iteration 62Q: 3 clusters Score -5855893 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 69056 members 
Entering Unmasked Estep 
Score: -5855895.500000 Penalty: 5550.837402
	Iteration 63Q: 3 clusters Score -5855896 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 69069 members 
Entering Unmasked Estep 
Score: -5855899.000000 Penalty: 5550.837402
	Iteration 64Q: 3 clusters Score -5855899 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 69079 members 
Entering Unmasked Estep 
Score: -5855887.000000 Penalty: 5550.837402
	Iteration 65Q: 3 clusters Score -5855887 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 69092 members 
Entering Unmasked Estep 
Score: -5855895.000000 Penalty: 5550.837402
	Iteration 66Q: 3 clusters Score -5855895 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 69104 members 
Entering Unmasked Estep 
Score: -5855895.500000 Penalty: 5550.837402
	Iteration 67Q: 3 clusters Score -5855896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 69111 members 
Entering Unmasked Estep 
Score: -5855903.500000 Penalty: 5550.837402
	Iteration 68Q: 3 clusters Score -5855904 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 69114 members 
Entering Unmasked Estep 
Score: -5855909.500000 Penalty: 5550.837402
	Iteration 69Q: 3 clusters Score -5855910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 69120 members 
Entering Unmasked Estep 
Score: -5855908.000000 Penalty: 5550.837402
	Iteration 70Q: 3 clusters Score -5855908 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 69130 members 
Entering Unmasked Estep 
Score: -5855904.500000 Penalty: 5550.837402
	Iteration 71Q: 3 clusters Score -5855904 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 69134 members 
Entering Unmasked Estep 
Score: -5855903.500000 Penalty: 5550.837402
	Iteration 72Q: 3 clusters Score -5855904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 69141 members 
Entering Unmasked Estep 
Score: -5855903.500000 Penalty: 5550.837402
	Iteration 73Q: 3 clusters Score -5855904 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 69143 members 
Entering Unmasked Estep 
Score: -5855906.000000 Penalty: 5550.837402
	Iteration 74Q: 3 clusters Score -5855906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 69146 members 
Entering Unmasked Estep 
Score: -5855912.500000 Penalty: 5550.837402
	Iteration 75Q: 3 clusters Score -5855912 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 69147 members 
Entering Unmasked Estep 
Score: -5855904.500000 Penalty: 5550.837402
	Iteration 76Q: 3 clusters Score -5855904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 69154 members 
Entering Unmasked Estep 
Score: -5855903.000000 Penalty: 5550.837402
	Iteration 77Q: 3 clusters Score -5855903 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 69159 members 
Entering Unmasked Estep 
Score: -5855901.000000 Penalty: 5550.837402
	Iteration 78Q: 3 clusters Score -5855901 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 69161 members 
Entering Unmasked Estep 
Score: -5855894.500000 Penalty: 5550.837402
	Iteration 79Q: 3 clusters Score -5855894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 69166 members 
Entering Unmasked Estep 
Score: -5855901.500000 Penalty: 5550.837402
	Iteration 80F: 3 clusters Score -5855902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 69171 members 
Entering Unmasked Estep 
Score: -5855906.500000 Penalty: 5550.837402
	Iteration 81Q: 3 clusters Score -5855906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 69177 members 
Entering Unmasked Estep 
Score: -5855899.500000 Penalty: 5550.837402
	Iteration 82Q: 3 clusters Score -5855900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 69182 members 
Entering Unmasked Estep 
Score: -5855903.000000 Penalty: 5550.837402
	Iteration 83Q: 3 clusters Score -5855903 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 69189 members 
Entering Unmasked Estep 
Score: -5855905.500000 Penalty: 5550.837402
	Iteration 84Q: 3 clusters Score -5855906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 69195 members 
Entering Unmasked Estep 
Score: -5855903.000000 Penalty: 5550.837402
	Iteration 85Q: 3 clusters Score -5855903 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 69198 members 
Entering Unmasked Estep 
Score: -5855905.500000 Penalty: 5550.837402
	Iteration 86Q: 3 clusters Score -5855906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 69203 members 
Entering Unmasked Estep 
Score: -5855910.000000 Penalty: 5550.837402
	Iteration 87Q: 3 clusters Score -5855910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 69206 members 
Entering Unmasked Estep 
Score: -5855913.000000 Penalty: 5550.837402
	Iteration 88Q: 3 clusters Score -5855913 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 69213 members 
Entering Unmasked Estep 
Score: -5855911.000000 Penalty: 5550.837402
	Iteration 89Q: 3 clusters Score -5855911 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 69218 members 
Entering Unmasked Estep 
Score: -5855901.500000 Penalty: 5550.837402
	Iteration 90Q: 3 clusters Score -5855902 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 69223 members 
Entering Unmasked Estep 
Score: -5855915.500000 Penalty: 5550.837402
	Iteration 91Q: 3 clusters Score -5855916 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 69226 members 
Entering Unmasked Estep 
Score: -5855914.000000 Penalty: 5550.837402
	Iteration 92Q: 3 clusters Score -5855914 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 69233 members 
Entering Unmasked Estep 
Score: -5855916.000000 Penalty: 5550.837402
	Iteration 93Q: 3 clusters Score -5855916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 69233 members 
Entering Unmasked Estep 
Score: -5855919.000000 Penalty: 5550.837402
	Iteration 94Q: 3 clusters Score -5855919 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 69233 members 
Entering Unmasked Estep 
Score: -5855920.000000 Penalty: 5550.837402
	Iteration 95Q: 3 clusters Score -5855920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 69237 members 
Entering Unmasked Estep 
Score: -5855924.000000 Penalty: 5550.837402
	Iteration 96Q: 3 clusters Score -5855924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 69237 members 
Entering Unmasked Estep 
Score: -5855920.000000 Penalty: 5550.837402
	Iteration 97Q: 3 clusters Score -5855920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 69237 members 
Entering Unmasked Estep 
Score: -5855920.000000 Penalty: 5550.837402
	Iteration 98F: 3 clusters Score -5855920 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Entering Unmasked Estep 
Score: -376041.562500 Penalty: 2100.533203
	Iteration 0F: 2 clusters Score -376041.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -371616.062500 Penalty: 4201.066406
	Iteration 0F: 3 clusters Score -371616.1 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -372666.156250 Penalty: 4201.066406
	Iteration 1F: 3 clusters Score -372666.2 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -372899.968750 Penalty: 4201.066406
	Iteration 2F: 3 clusters Score -372900 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -373050.687500 Penalty: 4201.066406
	Iteration 3F: 3 clusters Score -373050.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -373166.781250 Penalty: 4201.066406
	Iteration 4Q: 3 clusters Score -373166.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -373261.718750 Penalty: 4201.066406
	Iteration 5Q: 3 clusters Score -373261.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -373349.125000 Penalty: 4201.066406
	Iteration 6Q: 3 clusters Score -373349.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -373430.187500 Penalty: 4201.066406
	Iteration 7Q: 3 clusters Score -373430.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -373504.468750 Penalty: 4201.066406
	Iteration 8Q: 3 clusters Score -373504.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -373604.281250 Penalty: 4201.066406
	Iteration 9Q: 3 clusters Score -373604.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -373749.062500 Penalty: 4201.066406
	Iteration 10Q: 3 clusters Score -373749.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -373877.281250 Penalty: 4201.066406
	Iteration 11Q: 3 clusters Score -373877.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -373998.000000 Penalty: 4201.066406
	Iteration 12Q: 3 clusters Score -373998 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -374109.250000 Penalty: 4201.066406
	Iteration 13Q: 3 clusters Score -374109.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -374192.843750 Penalty: 4201.066406
	Iteration 14Q: 3 clusters Score -374192.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -374260.281250 Penalty: 4201.066406
	Iteration 15Q: 3 clusters Score -374260.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -374300.625000 Penalty: 4201.066406
	Iteration 16Q: 3 clusters Score -374300.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -374337.906250 Penalty: 4201.066406
	Iteration 17Q: 3 clusters Score -374337.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -374367.312500 Penalty: 4201.066406
	Iteration 18Q: 3 clusters Score -374367.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -374397.031250 Penalty: 4201.066406
	Iteration 19Q: 3 clusters Score -374397 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -374418.375000 Penalty: 4201.066406
	Iteration 20F: 3 clusters Score -374418.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -374432.593750 Penalty: 4201.066406
	Iteration 21Q: 3 clusters Score -374432.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -374447.156250 Penalty: 4201.066406
	Iteration 22Q: 3 clusters Score -374447.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -374463.937500 Penalty: 4201.066406
	Iteration 23Q: 3 clusters Score -374463.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -374477.781250 Penalty: 4201.066406
	Iteration 24Q: 3 clusters Score -374477.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -374488.968750 Penalty: 4201.066406
	Iteration 25Q: 3 clusters Score -374489 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -374501.281250 Penalty: 4201.066406
	Iteration 26Q: 3 clusters Score -374501.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -374510.343750 Penalty: 4201.066406
	Iteration 27Q: 3 clusters Score -374510.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -374517.156250 Penalty: 4201.066406
	Iteration 28Q: 3 clusters Score -374517.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -374519.562500 Penalty: 4201.066406
	Iteration 29Q: 3 clusters Score -374519.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -374523.000000 Penalty: 4201.066406
	Iteration 30Q: 3 clusters Score -374523 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -374528.343750 Penalty: 4201.066406
	Iteration 31Q: 3 clusters Score -374528.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -374532.218750 Penalty: 4201.066406
	Iteration 32Q: 3 clusters Score -374532.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -374534.156250 Penalty: 4201.066406
	Iteration 33Q: 3 clusters Score -374534.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -374537.062500 Penalty: 4201.066406
	Iteration 34Q: 3 clusters Score -374537.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -374538.312500 Penalty: 4201.066406
	Iteration 35Q: 3 clusters Score -374538.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -374539.593750 Penalty: 4201.066406
	Iteration 36Q: 3 clusters Score -374539.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -374540.218750 Penalty: 4201.066406
	Iteration 37Q: 3 clusters Score -374540.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -374540.468750 Penalty: 4201.066406
	Iteration 38Q: 3 clusters Score -374540.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -374541.687500 Penalty: 4201.066406
	Iteration 39Q: 3 clusters Score -374541.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -374541.687500 Penalty: 4201.066406
	Iteration 40F: 3 clusters Score -374541.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Entering Unmasked Estep 
Score: -677609.187500 Penalty: 2253.642578
	Iteration 0F: 2 clusters Score -677609.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -670747.437500 Penalty: 4507.285156
	Iteration 0F: 3 clusters Score -670747.4 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -672724.125000 Penalty: 4507.285156
	Iteration 1F: 3 clusters Score -672724.1 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -673096.187500 Penalty: 4507.285156
	Iteration 2F: 3 clusters Score -673096.2 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -673430.062500 Penalty: 4507.285156
	Iteration 3F: 3 clusters Score -673430.1 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -673818.812500 Penalty: 4507.285156
	Iteration 4F: 3 clusters Score -673818.8 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -674262.812500 Penalty: 4507.285156
	Iteration 5F: 3 clusters Score -674262.8 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -674752.687500 Penalty: 4507.285156
	Iteration 6F: 3 clusters Score -674752.7 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -675239.625000 Penalty: 4507.285156
	Iteration 7F: 3 clusters Score -675239.6 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -675576.875000 Penalty: 4507.285156
	Iteration 8F: 3 clusters Score -675576.9 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -675787.187500 Penalty: 4507.285156
	Iteration 9Q: 3 clusters Score -675787.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -675927.625000 Penalty: 4507.285156
	Iteration 10Q: 3 clusters Score -675927.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -676038.250000 Penalty: 4507.285156
	Iteration 11Q: 3 clusters Score -676038.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -676131.812500 Penalty: 4507.285156
	Iteration 12Q: 3 clusters Score -676131.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -676246.687500 Penalty: 4507.285156
	Iteration 13Q: 3 clusters Score -676246.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -676378.625000 Penalty: 4507.285156
	Iteration 14Q: 3 clusters Score -676378.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -676524.437500 Penalty: 4507.285156
	Iteration 15Q: 3 clusters Score -676524.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -676669.437500 Penalty: 4507.285156
	Iteration 16Q: 3 clusters Score -676669.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -676781.375000 Penalty: 4507.285156
	Iteration 17Q: 3 clusters Score -676781.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -676850.750000 Penalty: 4507.285156
	Iteration 18Q: 3 clusters Score -676850.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -676886.687500 Penalty: 4507.285156
	Iteration 19Q: 3 clusters Score -676886.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -676909.750000 Penalty: 4507.285156
	Iteration 20F: 3 clusters Score -676909.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -676922.625000 Penalty: 4507.285156
	Iteration 21Q: 3 clusters Score -676922.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -676929.250000 Penalty: 4507.285156
	Iteration 22Q: 3 clusters Score -676929.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -676934.625000 Penalty: 4507.285156
	Iteration 23Q: 3 clusters Score -676934.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -676935.937500 Penalty: 4507.285156
	Iteration 24Q: 3 clusters Score -676935.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -676940.625000 Penalty: 4507.285156
	Iteration 25Q: 3 clusters Score -676940.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -676945.125000 Penalty: 4507.285156
	Iteration 26Q: 3 clusters Score -676945.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -676947.062500 Penalty: 4507.285156
	Iteration 27Q: 3 clusters Score -676947.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -676948.187500 Penalty: 4507.285156
	Iteration 28Q: 3 clusters Score -676948.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -676948.187500 Penalty: 4507.285156
	Iteration 29F: 3 clusters Score -676948.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Entering Unmasked Estep 
Score: -1093466.375000 Penalty: 2382.060303
	Iteration 0F: 2 clusters Score -1093466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1082695.625000 Penalty: 4764.120605
	Iteration 0F: 3 clusters Score -1082696 nChanged 6376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1086097.625000 Penalty: 4764.120605
	Iteration 1F: 3 clusters Score -1086098 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1086548.125000 Penalty: 4764.120605
	Iteration 2F: 3 clusters Score -1086548 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -1086943.500000 Penalty: 4764.120605
	Iteration 3F: 3 clusters Score -1086944 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1087375.375000 Penalty: 4764.120605
	Iteration 4F: 3 clusters Score -1087375 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -1087826.875000 Penalty: 4764.120605
	Iteration 5F: 3 clusters Score -1087827 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -1088324.250000 Penalty: 4764.120605
	Iteration 6F: 3 clusters Score -1088324 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -1088832.375000 Penalty: 4764.120605
	Iteration 7F: 3 clusters Score -1088832 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -1089329.000000 Penalty: 4764.120605
	Iteration 8F: 3 clusters Score -1089329 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -1089802.500000 Penalty: 4764.120605
	Iteration 9Q: 3 clusters Score -1089802 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -1090215.375000 Penalty: 4764.120605
	Iteration 10Q: 3 clusters Score -1090215 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -1090579.625000 Penalty: 4764.120605
	Iteration 11Q: 3 clusters Score -1090580 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -1090926.125000 Penalty: 4764.120605
	Iteration 12Q: 3 clusters Score -1090926 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -1091182.875000 Penalty: 4764.120605
	Iteration 13Q: 3 clusters Score -1091183 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -1091375.250000 Penalty: 4764.120605
	Iteration 14Q: 3 clusters Score -1091375 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -1091519.250000 Penalty: 4764.120605
	Iteration 15Q: 3 clusters Score -1091519 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -1091608.625000 Penalty: 4764.120605
	Iteration 16Q: 3 clusters Score -1091609 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -1091678.000000 Penalty: 4764.120605
	Iteration 17Q: 3 clusters Score -1091678 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -1091722.500000 Penalty: 4764.120605
	Iteration 18Q: 3 clusters Score -1091722 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -1091773.000000 Penalty: 4764.120605
	Iteration 19Q: 3 clusters Score -1091773 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -1091809.750000 Penalty: 4764.120605
	Iteration 20F: 3 clusters Score -1091810 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -1091843.875000 Penalty: 4764.120605
	Iteration 21Q: 3 clusters Score -1091844 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -1091864.750000 Penalty: 4764.120605
	Iteration 22Q: 3 clusters Score -1091865 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -1091882.000000 Penalty: 4764.120605
	Iteration 23Q: 3 clusters Score -1091882 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -1091893.875000 Penalty: 4764.120605
	Iteration 24Q: 3 clusters Score -1091894 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -1091903.250000 Penalty: 4764.120605
	Iteration 25Q: 3 clusters Score -1091903 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -1091915.375000 Penalty: 4764.120605
	Iteration 26Q: 3 clusters Score -1091915 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -1091920.125000 Penalty: 4764.120605
	Iteration 27Q: 3 clusters Score -1091920 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -1091924.875000 Penalty: 4764.120605
	Iteration 28Q: 3 clusters Score -1091925 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -1091925.125000 Penalty: 4764.120605
	Iteration 29Q: 3 clusters Score -1091925 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -1091932.500000 Penalty: 4764.120605
	Iteration 30Q: 3 clusters Score -1091932 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -1091936.625000 Penalty: 4764.120605
	Iteration 31Q: 3 clusters Score -1091937 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -1091940.000000 Penalty: 4764.120605
	Iteration 32Q: 3 clusters Score -1091940 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -1091945.125000 Penalty: 4764.120605
	Iteration 33Q: 3 clusters Score -1091945 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -1091949.375000 Penalty: 4764.120605
	Iteration 34Q: 3 clusters Score -1091949 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -1091951.750000 Penalty: 4764.120605
	Iteration 35Q: 3 clusters Score -1091952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -1091950.500000 Penalty: 4764.120605
	Iteration 36Q: 3 clusters Score -1091950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -1091951.500000 Penalty: 4764.120605
	Iteration 37Q: 3 clusters Score -1091952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -1091951.750000 Penalty: 4764.120605
	Iteration 38Q: 3 clusters Score -1091952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -1091951.750000 Penalty: 4764.120605
	Iteration 39F: 3 clusters Score -1091952 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Entering Unmasked Estep 
Score: -351553.593750 Penalty: 2096.390625
	Iteration 0F: 2 clusters Score -351553.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -347222.625000 Penalty: 4192.781250
	Iteration 0F: 3 clusters Score -347222.6 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -348318.781250 Penalty: 4192.781250
	Iteration 1F: 3 clusters Score -348318.8 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -348570.437500 Penalty: 4192.781250
	Iteration 2F: 3 clusters Score -348570.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -348732.593750 Penalty: 4192.781250
	Iteration 3F: 3 clusters Score -348732.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -348839.406250 Penalty: 4192.781250
	Iteration 4Q: 3 clusters Score -348839.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -348937.812500 Penalty: 4192.781250
	Iteration 5Q: 3 clusters Score -348937.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -349027.343750 Penalty: 4192.781250
	Iteration 6Q: 3 clusters Score -349027.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -349129.906250 Penalty: 4192.781250
	Iteration 7Q: 3 clusters Score -349129.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -349258.906250 Penalty: 4192.781250
	Iteration 8Q: 3 clusters Score -349258.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -349398.468750 Penalty: 4192.781250
	Iteration 9Q: 3 clusters Score -349398.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -349571.843750 Penalty: 4192.781250
	Iteration 10Q: 3 clusters Score -349571.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -349809.343750 Penalty: 4192.781250
	Iteration 11Q: 3 clusters Score -349809.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -349986.781250 Penalty: 4192.781250
	Iteration 12Q: 3 clusters Score -349986.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -350117.281250 Penalty: 4192.781250
	Iteration 13Q: 3 clusters Score -350117.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -350241.562500 Penalty: 4192.781250
	Iteration 14Q: 3 clusters Score -350241.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -350364.093750 Penalty: 4192.781250
	Iteration 15Q: 3 clusters Score -350364.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -350471.093750 Penalty: 4192.781250
	Iteration 16Q: 3 clusters Score -350471.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -350557.281250 Penalty: 4192.781250
	Iteration 17Q: 3 clusters Score -350557.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -350648.656250 Penalty: 4192.781250
	Iteration 18Q: 3 clusters Score -350648.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -350723.125000 Penalty: 4192.781250
	Iteration 19Q: 3 clusters Score -350723.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -350775.156250 Penalty: 4192.781250
	Iteration 20F: 3 clusters Score -350775.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -350804.250000 Penalty: 4192.781250
	Iteration 21Q: 3 clusters Score -350804.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -350842.906250 Penalty: 4192.781250
	Iteration 22Q: 3 clusters Score -350842.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -350867.625000 Penalty: 4192.781250
	Iteration 23Q: 3 clusters Score -350867.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -350883.218750 Penalty: 4192.781250
	Iteration 24Q: 3 clusters Score -350883.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -350892.250000 Penalty: 4192.781250
	Iteration 25Q: 3 clusters Score -350892.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -350897.968750 Penalty: 4192.781250
	Iteration 26Q: 3 clusters Score -350898 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -350904.593750 Penalty: 4192.781250
	Iteration 27Q: 3 clusters Score -350904.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -350910.968750 Penalty: 4192.781250
	Iteration 28Q: 3 clusters Score -350911 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -350915.531250 Penalty: 4192.781250
	Iteration 29Q: 3 clusters Score -350915.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -350921.750000 Penalty: 4192.781250
	Iteration 30Q: 3 clusters Score -350921.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -350929.218750 Penalty: 4192.781250
	Iteration 31Q: 3 clusters Score -350929.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -350938.812500 Penalty: 4192.781250
	Iteration 32Q: 3 clusters Score -350938.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -350951.812500 Penalty: 4192.781250
	Iteration 33Q: 3 clusters Score -350951.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -350963.343750 Penalty: 4192.781250
	Iteration 34Q: 3 clusters Score -350963.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -350978.968750 Penalty: 4192.781250
	Iteration 35Q: 3 clusters Score -350979 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -350995.562500 Penalty: 4192.781250
	Iteration 36Q: 3 clusters Score -350995.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -351010.031250 Penalty: 4192.781250
	Iteration 37Q: 3 clusters Score -351010 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -351021.875000 Penalty: 4192.781250
	Iteration 38Q: 3 clusters Score -351021.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -351023.718750 Penalty: 4192.781250
	Iteration 39Q: 3 clusters Score -351023.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -351027.218750 Penalty: 4192.781250
	Iteration 40F: 3 clusters Score -351027.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -351028.687500 Penalty: 4192.781250
	Iteration 41Q: 3 clusters Score -351028.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -351028.812500 Penalty: 4192.781250
	Iteration 42Q: 3 clusters Score -351028.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -351030.687500 Penalty: 4192.781250
	Iteration 43Q: 3 clusters Score -351030.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -351030.687500 Penalty: 4192.781250
	Iteration 44F: 3 clusters Score -351030.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Entering Unmasked Estep 
Score: -599132.312500 Penalty: 2221.366699
	Iteration 0F: 2 clusters Score -599132.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -592835.437500 Penalty: 4442.733398
	Iteration 0F: 3 clusters Score -592835.4 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -594624.500000 Penalty: 4442.733398
	Iteration 1F: 3 clusters Score -594624.5 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -594992.125000 Penalty: 4442.733398
	Iteration 2F: 3 clusters Score -594992.1 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -595289.500000 Penalty: 4442.733398
	Iteration 3F: 3 clusters Score -595289.5 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -595583.812500 Penalty: 4442.733398
	Iteration 4F: 3 clusters Score -595583.8 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -595824.000000 Penalty: 4442.733398
	Iteration 5Q: 3 clusters Score -595824 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -596009.437500 Penalty: 4442.733398
	Iteration 6Q: 3 clusters Score -596009.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -596149.437500 Penalty: 4442.733398
	Iteration 7Q: 3 clusters Score -596149.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -596277.937500 Penalty: 4442.733398
	Iteration 8Q: 3 clusters Score -596277.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -596413.062500 Penalty: 4442.733398
	Iteration 9Q: 3 clusters Score -596413.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -596555.312500 Penalty: 4442.733398
	Iteration 10Q: 3 clusters Score -596555.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -596688.687500 Penalty: 4442.733398
	Iteration 11Q: 3 clusters Score -596688.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -596795.312500 Penalty: 4442.733398
	Iteration 12Q: 3 clusters Score -596795.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -596909.750000 Penalty: 4442.733398
	Iteration 13Q: 3 clusters Score -596909.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -597007.750000 Penalty: 4442.733398
	Iteration 14Q: 3 clusters Score -597007.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -597093.500000 Penalty: 4442.733398
	Iteration 15Q: 3 clusters Score -597093.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -597180.687500 Penalty: 4442.733398
	Iteration 16Q: 3 clusters Score -597180.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -597244.375000 Penalty: 4442.733398
	Iteration 17Q: 3 clusters Score -597244.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -597303.375000 Penalty: 4442.733398
	Iteration 18Q: 3 clusters Score -597303.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -597375.187500 Penalty: 4442.733398
	Iteration 19Q: 3 clusters Score -597375.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -597469.562500 Penalty: 4442.733398
	Iteration 20F: 3 clusters Score -597469.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -597560.187500 Penalty: 4442.733398
	Iteration 21Q: 3 clusters Score -597560.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -597645.500000 Penalty: 4442.733398
	Iteration 22Q: 3 clusters Score -597645.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -597708.875000 Penalty: 4442.733398
	Iteration 23Q: 3 clusters Score -597708.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -597743.312500 Penalty: 4442.733398
	Iteration 24Q: 3 clusters Score -597743.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -597772.062500 Penalty: 4442.733398
	Iteration 25Q: 3 clusters Score -597772.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -597792.937500 Penalty: 4442.733398
	Iteration 26Q: 3 clusters Score -597792.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -597802.562500 Penalty: 4442.733398
	Iteration 27Q: 3 clusters Score -597802.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -597810.625000 Penalty: 4442.733398
	Iteration 28Q: 3 clusters Score -597810.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -597816.687500 Penalty: 4442.733398
	Iteration 29Q: 3 clusters Score -597816.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -597824.687500 Penalty: 4442.733398
	Iteration 30Q: 3 clusters Score -597824.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -597829.375000 Penalty: 4442.733398
	Iteration 31Q: 3 clusters Score -597829.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -597838.750000 Penalty: 4442.733398
	Iteration 32Q: 3 clusters Score -597838.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -597842.500000 Penalty: 4442.733398
	Iteration 33Q: 3 clusters Score -597842.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -597846.750000 Penalty: 4442.733398
	Iteration 34Q: 3 clusters Score -597846.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -597850.375000 Penalty: 4442.733398
	Iteration 35Q: 3 clusters Score -597850.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -597853.062500 Penalty: 4442.733398
	Iteration 36Q: 3 clusters Score -597853.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -597857.062500 Penalty: 4442.733398
	Iteration 37Q: 3 clusters Score -597857.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -597860.375000 Penalty: 4442.733398
	Iteration 38Q: 3 clusters Score -597860.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -597863.375000 Penalty: 4442.733398
	Iteration 39Q: 3 clusters Score -597863.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -597866.437500 Penalty: 4442.733398
	Iteration 40F: 3 clusters Score -597866.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -597867.812500 Penalty: 4442.733398
	Iteration 41Q: 3 clusters Score -597867.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -597869.062500 Penalty: 4442.733398
	Iteration 42Q: 3 clusters Score -597869.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -597869.750000 Penalty: 4442.733398
	Iteration 43Q: 3 clusters Score -597869.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -597872.250000 Penalty: 4442.733398
	Iteration 44Q: 3 clusters Score -597872.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -597872.437500 Penalty: 4442.733398
	Iteration 45Q: 3 clusters Score -597872.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -597873.625000 Penalty: 4442.733398
	Iteration 46Q: 3 clusters Score -597873.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -597872.937500 Penalty: 4442.733398
	Iteration 47Q: 3 clusters Score -597872.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -597872.937500 Penalty: 4442.733398
	Iteration 48F: 3 clusters Score -597872.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Entering Unmasked Estep 
Score: -900721.062500 Penalty: 2319.083984
	Iteration 0F: 2 clusters Score -900721.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -892106.750000 Penalty: 4638.167969
	Iteration 0F: 3 clusters Score -892106.8 nChanged 4855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -894616.125000 Penalty: 4638.167969
	Iteration 1F: 3 clusters Score -894616.1 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -894942.750000 Penalty: 4638.167969
	Iteration 2F: 3 clusters Score -894942.8 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -895180.750000 Penalty: 4638.167969
	Iteration 3Q: 3 clusters Score -895180.8 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -895397.812500 Penalty: 4638.167969
	Iteration 4Q: 3 clusters Score -895397.8 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -895585.000000 Penalty: 4638.167969
	Iteration 5Q: 3 clusters Score -895585 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -895753.687500 Penalty: 4638.167969
	Iteration 6Q: 3 clusters Score -895753.7 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -895962.000000 Penalty: 4638.167969
	Iteration 7Q: 3 clusters Score -895962 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -896244.250000 Penalty: 4638.167969
	Iteration 8Q: 3 clusters Score -896244.2 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -896592.312500 Penalty: 4638.167969
	Iteration 9Q: 3 clusters Score -896592.3 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -897024.062500 Penalty: 4638.167969
	Iteration 10Q: 3 clusters Score -897024.1 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -897509.062500 Penalty: 4638.167969
	Iteration 11F: 3 clusters Score -897509.1 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -897989.375000 Penalty: 4638.167969
	Iteration 12Q: 3 clusters Score -897989.4 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -898322.125000 Penalty: 4638.167969
	Iteration 13Q: 3 clusters Score -898322.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -898507.750000 Penalty: 4638.167969
	Iteration 14Q: 3 clusters Score -898507.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -898599.125000 Penalty: 4638.167969
	Iteration 15Q: 3 clusters Score -898599.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -898661.937500 Penalty: 4638.167969
	Iteration 16Q: 3 clusters Score -898661.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -898701.625000 Penalty: 4638.167969
	Iteration 17Q: 3 clusters Score -898701.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -898724.625000 Penalty: 4638.167969
	Iteration 18Q: 3 clusters Score -898724.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -898739.375000 Penalty: 4638.167969
	Iteration 19Q: 3 clusters Score -898739.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -898747.812500 Penalty: 4638.167969
	Iteration 20F: 3 clusters Score -898747.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -898750.687500 Penalty: 4638.167969
	Iteration 21Q: 3 clusters Score -898750.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -898754.937500 Penalty: 4638.167969
	Iteration 22Q: 3 clusters Score -898754.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -898763.625000 Penalty: 4638.167969
	Iteration 23Q: 3 clusters Score -898763.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -898776.250000 Penalty: 4638.167969
	Iteration 24Q: 3 clusters Score -898776.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -898783.437500 Penalty: 4638.167969
	Iteration 25Q: 3 clusters Score -898783.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -898795.000000 Penalty: 4638.167969
	Iteration 26Q: 3 clusters Score -898795 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -898801.250000 Penalty: 4638.167969
	Iteration 27Q: 3 clusters Score -898801.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -898805.500000 Penalty: 4638.167969
	Iteration 28Q: 3 clusters Score -898805.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -898810.625000 Penalty: 4638.167969
	Iteration 29Q: 3 clusters Score -898810.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -898814.625000 Penalty: 4638.167969
	Iteration 30Q: 3 clusters Score -898814.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -898817.437500 Penalty: 4638.167969
	Iteration 31Q: 3 clusters Score -898817.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -898819.312500 Penalty: 4638.167969
	Iteration 32Q: 3 clusters Score -898819.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -898819.562500 Penalty: 4638.167969
	Iteration 33Q: 3 clusters Score -898819.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -898819.500000 Penalty: 4638.167969
	Iteration 34Q: 3 clusters Score -898819.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -898819.500000 Penalty: 4638.167969
	Iteration 35F: 3 clusters Score -898819.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (153576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153576 members 
Entering Unmasked Estep 
Score: -12296311.000000 Penalty: 2961.603760
	Iteration 0F: 2 clusters Score -1.229631e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76874 members 
Mstep: Class 2 contains 76702 members 
Entering Unmasked Estep 
Score: -12193474.000000 Penalty: 5923.207520
	Iteration 0F: 3 clusters Score -1.219347e+07 nChanged 73086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78664 members 
Mstep: Class 2 contains 74912 members 
Entering Unmasked Estep 
Score: -12235384.000000 Penalty: 5923.207520
	Iteration 1F: 3 clusters Score -1.223538e+07 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79453 members 
Mstep: Class 2 contains 74123 members 
Entering Unmasked Estep 
Score: -12235999.000000 Penalty: 5923.207520
	Iteration 2Q: 3 clusters Score -1.2236e+07 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80583 members 
Mstep: Class 2 contains 72993 members 
Entering Unmasked Estep 
Score: -12236869.000000 Penalty: 5923.207520
	Iteration 3Q: 3 clusters Score -1.223687e+07 nChanged 4187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82178 members 
Mstep: Class 2 contains 71398 members 
Entering Unmasked Estep 
Score: -12238090.000000 Penalty: 5923.207520
	Iteration 4Q: 3 clusters Score -1.223809e+07 nChanged 4857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84433 members 
Mstep: Class 2 contains 69143 members 
Entering Unmasked Estep 
Score: -12239863.000000 Penalty: 5923.207520
	Iteration 5Q: 3 clusters Score -1.223986e+07 nChanged 6050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87393 members 
Mstep: Class 2 contains 66183 members 
Entering Unmasked Estep 
Score: -12242800.000000 Penalty: 5923.207520
	Iteration 6Q: 3 clusters Score -1.22428e+07 nChanged 7525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91022 members 
Mstep: Class 2 contains 62554 members 
Entering Unmasked Estep 
Score: -12247476.000000 Penalty: 5923.207520
	Iteration 7Q: 3 clusters Score -1.224748e+07 nChanged 8947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95409 members 
Mstep: Class 2 contains 58167 members 
Entering Unmasked Estep 
Score: -12253814.000000 Penalty: 5923.207520
	Iteration 8F: 3 clusters Score -1.225381e+07 nChanged 9810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100335 members 
Mstep: Class 2 contains 53241 members 
Entering Unmasked Estep 
Score: -12260768.000000 Penalty: 5923.207520
	Iteration 9F: 3 clusters Score -1.226077e+07 nChanged 9398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105869 members 
Mstep: Class 2 contains 47707 members 
Entering Unmasked Estep 
Score: -12267114.000000 Penalty: 5923.207520
	Iteration 10F: 3 clusters Score -1.226711e+07 nChanged 8254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111773 members 
Mstep: Class 2 contains 41803 members 
Entering Unmasked Estep 
Score: -12272303.000000 Penalty: 5923.207520
	Iteration 11F: 3 clusters Score -1.22723e+07 nChanged 7108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117889 members 
Mstep: Class 2 contains 35687 members 
Entering Unmasked Estep 
Score: -12276435.000000 Penalty: 5923.207520
	Iteration 12Q: 3 clusters Score -1.227644e+07 nChanged 6401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123904 members 
Mstep: Class 2 contains 29672 members 
Entering Unmasked Estep 
Score: -12279986.000000 Penalty: 5923.207520
	Iteration 13Q: 3 clusters Score -1.227999e+07 nChanged 5759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129531 members 
Mstep: Class 2 contains 24045 members 
Entering Unmasked Estep 
Score: -12282985.000000 Penalty: 5923.207520
	Iteration 14Q: 3 clusters Score -1.228298e+07 nChanged 5092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134591 members 
Mstep: Class 2 contains 18985 members 
Entering Unmasked Estep 
Score: -12285652.000000 Penalty: 5923.207520
	Iteration 15Q: 3 clusters Score -1.228565e+07 nChanged 4311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138896 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -12287692.000000 Penalty: 5923.207520
	Iteration 16Q: 3 clusters Score -1.228769e+07 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142383 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -12289373.000000 Penalty: 5923.207520
	Iteration 17Q: 3 clusters Score -1.228937e+07 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145085 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -12290675.000000 Penalty: 5923.207520
	Iteration 18Q: 3 clusters Score -1.229068e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147052 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -12291499.000000 Penalty: 5923.207520
	Iteration 19Q: 3 clusters Score -1.22915e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148489 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -12292143.000000 Penalty: 5923.207520
	Iteration 20F: 3 clusters Score -1.229214e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149489 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -12292622.000000 Penalty: 5923.207520
	Iteration 21Q: 3 clusters Score -1.229262e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150225 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -12292993.000000 Penalty: 5923.207520
	Iteration 22Q: 3 clusters Score -1.229299e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150743 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -12293243.000000 Penalty: 5923.207520
	Iteration 23Q: 3 clusters Score -1.229324e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151080 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -12293356.000000 Penalty: 5923.207520
	Iteration 24Q: 3 clusters Score -1.229336e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151313 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -12293471.000000 Penalty: 5923.207520
	Iteration 25Q: 3 clusters Score -1.229347e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151470 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -12293539.000000 Penalty: 5923.207520
	Iteration 26Q: 3 clusters Score -1.229354e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151600 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -12293592.000000 Penalty: 5923.207520
	Iteration 27Q: 3 clusters Score -1.229359e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151711 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -12293645.000000 Penalty: 5923.207520
	Iteration 28Q: 3 clusters Score -1.229364e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151809 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -12293702.000000 Penalty: 5923.207520
	Iteration 29Q: 3 clusters Score -1.22937e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151890 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -12293737.000000 Penalty: 5923.207520
	Iteration 30Q: 3 clusters Score -1.229374e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151943 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -12293741.000000 Penalty: 5923.207520
	Iteration 31Q: 3 clusters Score -1.229374e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151989 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -12293776.000000 Penalty: 5923.207520
	Iteration 32Q: 3 clusters Score -1.229378e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152036 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -12293794.000000 Penalty: 5923.207520
	Iteration 33Q: 3 clusters Score -1.229379e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152075 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -12293832.000000 Penalty: 5923.207520
	Iteration 34Q: 3 clusters Score -1.229383e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152103 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -12293834.000000 Penalty: 5923.207520
	Iteration 35Q: 3 clusters Score -1.229383e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152131 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -12293831.000000 Penalty: 5923.207520
	Iteration 36Q: 3 clusters Score -1.229383e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152153 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -12293842.000000 Penalty: 5923.207520
	Iteration 37Q: 3 clusters Score -1.229384e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152178 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -12293854.000000 Penalty: 5923.207520
	Iteration 38Q: 3 clusters Score -1.229385e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152193 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -12293833.000000 Penalty: 5923.207520
	Iteration 39Q: 3 clusters Score -1.229383e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152203 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -12293843.000000 Penalty: 5923.207520
	Iteration 40F: 3 clusters Score -1.229384e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152213 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -12293851.000000 Penalty: 5923.207520
	Iteration 41Q: 3 clusters Score -1.229385e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152221 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -12293875.000000 Penalty: 5923.207520
	Iteration 42Q: 3 clusters Score -1.229388e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152235 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -12293865.000000 Penalty: 5923.207520
	Iteration 43Q: 3 clusters Score -1.229386e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152248 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -12293886.000000 Penalty: 5923.207520
	Iteration 44Q: 3 clusters Score -1.229389e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152256 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -12293883.000000 Penalty: 5923.207520
	Iteration 45Q: 3 clusters Score -1.229388e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152264 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -12293896.000000 Penalty: 5923.207520
	Iteration 46Q: 3 clusters Score -1.22939e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152272 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -12293908.000000 Penalty: 5923.207520
	Iteration 47Q: 3 clusters Score -1.229391e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152280 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -12293889.000000 Penalty: 5923.207520
	Iteration 48Q: 3 clusters Score -1.229389e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152290 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -12293900.000000 Penalty: 5923.207520
	Iteration 49Q: 3 clusters Score -1.22939e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152294 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -12293894.000000 Penalty: 5923.207520
	Iteration 50Q: 3 clusters Score -1.229389e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152293 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -12293898.000000 Penalty: 5923.207520
	Iteration 51Q: 3 clusters Score -1.22939e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152293 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -12293901.000000 Penalty: 5923.207520
	Iteration 52Q: 3 clusters Score -1.22939e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152294 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -12293898.000000 Penalty: 5923.207520
	Iteration 53Q: 3 clusters Score -1.22939e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152294 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -12293900.000000 Penalty: 5923.207520
	Iteration 54Q: 3 clusters Score -1.22939e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152294 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -12293900.000000 Penalty: 5923.207520
	Iteration 55F: 3 clusters Score -1.22939e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Entering Unmasked Estep 
Score: -560082.375000 Penalty: 2210.493896
	Iteration 0F: 2 clusters Score -560082.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -554083.937500 Penalty: 4420.987793
	Iteration 0F: 3 clusters Score -554083.9 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -555807.187500 Penalty: 4420.987793
	Iteration 1F: 3 clusters Score -555807.2 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -556325.312500 Penalty: 4420.987793
	Iteration 2F: 3 clusters Score -556325.3 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -556758.250000 Penalty: 4420.987793
	Iteration 3F: 3 clusters Score -556758.2 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -557106.312500 Penalty: 4420.987793
	Iteration 4F: 3 clusters Score -557106.3 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -557405.312500 Penalty: 4420.987793
	Iteration 5F: 3 clusters Score -557405.3 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -557705.937500 Penalty: 4420.987793
	Iteration 6F: 3 clusters Score -557705.9 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -558020.062500 Penalty: 4420.987793
	Iteration 7F: 3 clusters Score -558020.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -558263.437500 Penalty: 4420.987793
	Iteration 8Q: 3 clusters Score -558263.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -558484.437500 Penalty: 4420.987793
	Iteration 9Q: 3 clusters Score -558484.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -558638.750000 Penalty: 4420.987793
	Iteration 10Q: 3 clusters Score -558638.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -558782.687500 Penalty: 4420.987793
	Iteration 11Q: 3 clusters Score -558782.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -558940.812500 Penalty: 4420.987793
	Iteration 12Q: 3 clusters Score -558940.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -559153.312500 Penalty: 4420.987793
	Iteration 13Q: 3 clusters Score -559153.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -559433.437500 Penalty: 4420.987793
	Iteration 14Q: 3 clusters Score -559433.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -559707.375000 Penalty: 4420.987793
	Iteration 15Q: 3 clusters Score -559707.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -559927.687500 Penalty: 4420.987793
	Iteration 16Q: 3 clusters Score -559927.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -560078.250000 Penalty: 4420.987793
	Iteration 17Q: 3 clusters Score -560078.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -560178.125000 Penalty: 4420.987793
	Iteration 18Q: 3 clusters Score -560178.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -560251.125000 Penalty: 4420.987793
	Iteration 19Q: 3 clusters Score -560251.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -560304.625000 Penalty: 4420.987793
	Iteration 20F: 3 clusters Score -560304.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -560342.875000 Penalty: 4420.987793
	Iteration 21Q: 3 clusters Score -560342.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -560373.000000 Penalty: 4420.987793
	Iteration 22Q: 3 clusters Score -560373 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -560422.500000 Penalty: 4420.987793
	Iteration 23Q: 3 clusters Score -560422.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -560517.937500 Penalty: 4420.987793
	Iteration 24Q: 3 clusters Score -560517.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -560613.500000 Penalty: 4420.987793
	Iteration 25Q: 3 clusters Score -560613.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -560640.625000 Penalty: 4420.987793
	Iteration 26Q: 3 clusters Score -560640.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -560649.625000 Penalty: 4420.987793
	Iteration 27Q: 3 clusters Score -560649.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -560656.312500 Penalty: 4420.987793
	Iteration 28Q: 3 clusters Score -560656.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -560661.625000 Penalty: 4420.987793
	Iteration 29Q: 3 clusters Score -560661.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -560663.437500 Penalty: 4420.987793
	Iteration 30Q: 3 clusters Score -560663.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -560664.687500 Penalty: 4420.987793
	Iteration 31Q: 3 clusters Score -560664.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -560665.812500 Penalty: 4420.987793
	Iteration 32Q: 3 clusters Score -560665.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -560665.812500 Penalty: 4420.987793
	Iteration 33F: 3 clusters Score -560665.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 51860 members 
Mstep: Class 2 contains 3504 members 
Mstep: Class 3 contains 8416 members 
Mstep: Class 4 contains 2729 members 
Mstep: Class 5 contains 18429 members 
Mstep: Class 6 contains 24969 members 
Mstep: Class 7 contains 18061 members 
Mstep: Class 8 contains 5838 members 
Mstep: Class 9 contains 69092 members 
Mstep: Class 10 contains 72490 members 
Mstep: Class 11 contains 4769 members 
Mstep: Class 12 contains 8842 members 
Mstep: Class 13 contains 14840 members 
Mstep: Class 14 contains 4690 members 
Mstep: Class 15 contains 7763 members 
Mstep: Class 16 contains 11512 members 
Mstep: Class 17 contains 153576 members 
Mstep: Class 18 contains 5565 members 
Mstep: Class 19 contains 36611 members 
Mstep: Class 20 contains 25356 members 
Mstep: Class 21 contains 3534 members 
Mstep: Class 22 contains 3855 members 
Mstep: Class 23 contains 649968 members 
Mstep: Class 24 contains 4567 members 
Mstep: Class 25 contains 5134 members 
Mstep: Class 26 contains 62209 members 
Mstep: Class 27 contains 4620 members 
Mstep: Class 28 contains 126747 members 
Mstep: Class 29 contains 14353 members 
Mstep: Class 30 contains 37316 members 
Mstep: Class 31 contains 1865 members 
Entering Unmasked Estep 
Score: -111935640.000000 Penalty: 109139.343750
Splitting cluster 18 changes total score from -111936576.000000 to -111935640.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (36611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36611 members 
Entering Unmasked Estep 
Score: -2873791.500000 Penalty: 2606.009766
	Iteration 0F: 2 clusters Score -2873792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18219 members 
Mstep: Class 2 contains 18392 members 
Entering Unmasked Estep 
Score: -2849022.000000 Penalty: 5212.019531
	Iteration 0F: 3 clusters Score -2849022 nChanged 16623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17752 members 
Mstep: Class 2 contains 18859 members 
Entering Unmasked Estep 
Score: -2858002.000000 Penalty: 5212.019531
	Iteration 1F: 3 clusters Score -2858002 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Mstep: Class 2 contains 19100 members 
Entering Unmasked Estep 
Score: -2858445.000000 Penalty: 5212.019531
	Iteration 2Q: 3 clusters Score -2858445 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17177 members 
Mstep: Class 2 contains 19434 members 
Entering Unmasked Estep 
Score: -2858823.750000 Penalty: 5212.019531
	Iteration 3Q: 3 clusters Score -2858824 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16722 members 
Mstep: Class 2 contains 19889 members 
Entering Unmasked Estep 
Score: -2859198.750000 Penalty: 5212.019531
	Iteration 4Q: 3 clusters Score -2859199 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16092 members 
Mstep: Class 2 contains 20519 members 
Entering Unmasked Estep 
Score: -2859642.750000 Penalty: 5212.019531
	Iteration 5Q: 3 clusters Score -2859643 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 21350 members 
Entering Unmasked Estep 
Score: -2860216.500000 Penalty: 5212.019531
	Iteration 6Q: 3 clusters Score -2860216 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 22445 members 
Entering Unmasked Estep 
Score: -2860977.750000 Penalty: 5212.019531
	Iteration 7Q: 3 clusters Score -2860978 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 23881 members 
Entering Unmasked Estep 
Score: -2862130.750000 Penalty: 5212.019531
	Iteration 8F: 3 clusters Score -2862131 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 25698 members 
Entering Unmasked Estep 
Score: -2863725.000000 Penalty: 5212.019531
	Iteration 9F: 3 clusters Score -2863725 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 27807 members 
Entering Unmasked Estep 
Score: -2865734.500000 Penalty: 5212.019531
	Iteration 10F: 3 clusters Score -2865734 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 29870 members 
Entering Unmasked Estep 
Score: -2867699.250000 Penalty: 5212.019531
	Iteration 11F: 3 clusters Score -2867699 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 31524 members 
Entering Unmasked Estep 
Score: -2869386.500000 Penalty: 5212.019531
	Iteration 12Q: 3 clusters Score -2869386 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 32599 members 
Entering Unmasked Estep 
Score: -2870610.250000 Penalty: 5212.019531
	Iteration 13Q: 3 clusters Score -2870610 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 33263 members 
Entering Unmasked Estep 
Score: -2871574.250000 Penalty: 5212.019531
	Iteration 14Q: 3 clusters Score -2871574 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 33556 members 
Entering Unmasked Estep 
Score: -2872152.250000 Penalty: 5212.019531
	Iteration 15Q: 3 clusters Score -2872152 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 33702 members 
Entering Unmasked Estep 
Score: -2872481.750000 Penalty: 5212.019531
	Iteration 16Q: 3 clusters Score -2872482 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 33807 members 
Entering Unmasked Estep 
Score: -2872677.250000 Penalty: 5212.019531
	Iteration 17Q: 3 clusters Score -2872677 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 33852 members 
Entering Unmasked Estep 
Score: -2872758.000000 Penalty: 5212.019531
	Iteration 18Q: 3 clusters Score -2872758 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 33894 members 
Entering Unmasked Estep 
Score: -2872796.250000 Penalty: 5212.019531
	Iteration 19Q: 3 clusters Score -2872796 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 33916 members 
Entering Unmasked Estep 
Score: -2872809.250000 Penalty: 5212.019531
	Iteration 20F: 3 clusters Score -2872809 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 33928 members 
Entering Unmasked Estep 
Score: -2872824.750000 Penalty: 5212.019531
	Iteration 21Q: 3 clusters Score -2872825 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 33928 members 
Entering Unmasked Estep 
Score: -2872836.250000 Penalty: 5212.019531
	Iteration 22Q: 3 clusters Score -2872836 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 33929 members 
Entering Unmasked Estep 
Score: -2872840.250000 Penalty: 5212.019531
	Iteration 23Q: 3 clusters Score -2872840 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 33935 members 
Entering Unmasked Estep 
Score: -2872840.000000 Penalty: 5212.019531
	Iteration 24Q: 3 clusters Score -2872840 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 33937 members 
Entering Unmasked Estep 
Score: -2872840.000000 Penalty: 5212.019531
	Iteration 25Q: 3 clusters Score -2872840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 33936 members 
Entering Unmasked Estep 
Score: -2872842.750000 Penalty: 5212.019531
	Iteration 26Q: 3 clusters Score -2872843 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 33932 members 
Entering Unmasked Estep 
Score: -2872848.750000 Penalty: 5212.019531
	Iteration 27Q: 3 clusters Score -2872849 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 33928 members 
Entering Unmasked Estep 
Score: -2872852.250000 Penalty: 5212.019531
	Iteration 28Q: 3 clusters Score -2872852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 33927 members 
Entering Unmasked Estep 
Score: -2872848.750000 Penalty: 5212.019531
	Iteration 29Q: 3 clusters Score -2872849 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 33927 members 
Entering Unmasked Estep 
Score: -2872848.750000 Penalty: 5212.019531
	Iteration 30F: 3 clusters Score -2872849 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (25356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25356 members 
Entering Unmasked Estep 
Score: -1997521.000000 Penalty: 2514.911133
	Iteration 0F: 2 clusters Score -1997521 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -1980023.375000 Penalty: 5029.822266
	Iteration 0F: 3 clusters Score -1980023 nChanged 11159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -1985875.625000 Penalty: 5029.822266
	Iteration 1F: 3 clusters Score -1985876 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -1986328.625000 Penalty: 5029.822266
	Iteration 2Q: 3 clusters Score -1986329 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -1986798.750000 Penalty: 5029.822266
	Iteration 3Q: 3 clusters Score -1986799 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -1987296.875000 Penalty: 5029.822266
	Iteration 4Q: 3 clusters Score -1987297 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -1987822.250000 Penalty: 5029.822266
	Iteration 5Q: 3 clusters Score -1987822 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -1988354.125000 Penalty: 5029.822266
	Iteration 6Q: 3 clusters Score -1988354 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -1988895.875000 Penalty: 5029.822266
	Iteration 7Q: 3 clusters Score -1988896 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -1989457.375000 Penalty: 5029.822266
	Iteration 8Q: 3 clusters Score -1989457 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -1990149.750000 Penalty: 5029.822266
	Iteration 9Q: 3 clusters Score -1990150 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -1991042.750000 Penalty: 5029.822266
	Iteration 10Q: 3 clusters Score -1991043 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -1992010.000000 Penalty: 5029.822266
	Iteration 11Q: 3 clusters Score -1992010 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -1992692.125000 Penalty: 5029.822266
	Iteration 12Q: 3 clusters Score -1992692 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -1993115.500000 Penalty: 5029.822266
	Iteration 13Q: 3 clusters Score -1993116 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -1993398.000000 Penalty: 5029.822266
	Iteration 14Q: 3 clusters Score -1993398 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -1993602.375000 Penalty: 5029.822266
	Iteration 15Q: 3 clusters Score -1993602 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -1993756.375000 Penalty: 5029.822266
	Iteration 16Q: 3 clusters Score -1993756 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -1993875.500000 Penalty: 5029.822266
	Iteration 17Q: 3 clusters Score -1993876 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -1993950.500000 Penalty: 5029.822266
	Iteration 18Q: 3 clusters Score -1993950 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -1994019.875000 Penalty: 5029.822266
	Iteration 19Q: 3 clusters Score -1994020 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -1994064.750000 Penalty: 5029.822266
	Iteration 20F: 3 clusters Score -1994065 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -1994110.000000 Penalty: 5029.822266
	Iteration 21Q: 3 clusters Score -1994110 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -1994121.250000 Penalty: 5029.822266
	Iteration 22Q: 3 clusters Score -1994121 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -1994142.250000 Penalty: 5029.822266
	Iteration 23Q: 3 clusters Score -1994142 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -1994162.000000 Penalty: 5029.822266
	Iteration 24Q: 3 clusters Score -1994162 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -1994171.750000 Penalty: 5029.822266
	Iteration 25Q: 3 clusters Score -1994172 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -1994178.000000 Penalty: 5029.822266
	Iteration 26Q: 3 clusters Score -1994178 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -1994190.750000 Penalty: 5029.822266
	Iteration 27Q: 3 clusters Score -1994191 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -1994202.375000 Penalty: 5029.822266
	Iteration 28Q: 3 clusters Score -1994202 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -1994220.500000 Penalty: 5029.822266
	Iteration 29Q: 3 clusters Score -1994220 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -1994232.500000 Penalty: 5029.822266
	Iteration 30Q: 3 clusters Score -1994232 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -1994239.250000 Penalty: 5029.822266
	Iteration 31Q: 3 clusters Score -1994239 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -1994243.000000 Penalty: 5029.822266
	Iteration 32Q: 3 clusters Score -1994243 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -1994251.375000 Penalty: 5029.822266
	Iteration 33Q: 3 clusters Score -1994251 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -1994255.500000 Penalty: 5029.822266
	Iteration 34Q: 3 clusters Score -1994256 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -1994265.500000 Penalty: 5029.822266
	Iteration 35Q: 3 clusters Score -1994266 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -1994272.750000 Penalty: 5029.822266
	Iteration 36Q: 3 clusters Score -1994273 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -1994276.625000 Penalty: 5029.822266
	Iteration 37Q: 3 clusters Score -1994277 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -1994280.625000 Penalty: 5029.822266
	Iteration 38Q: 3 clusters Score -1994281 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -1994285.375000 Penalty: 5029.822266
	Iteration 39Q: 3 clusters Score -1994285 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -1994299.625000 Penalty: 5029.822266
	Iteration 40F: 3 clusters Score -1994300 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -1994300.375000 Penalty: 5029.822266
	Iteration 41Q: 3 clusters Score -1994300 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -1994296.500000 Penalty: 5029.822266
	Iteration 42Q: 3 clusters Score -1994296 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -1994308.000000 Penalty: 5029.822266
	Iteration 43Q: 3 clusters Score -1994308 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -1994308.000000 Penalty: 5029.822266
	Iteration 44Q: 3 clusters Score -1994308 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -1994315.250000 Penalty: 5029.822266
	Iteration 45Q: 3 clusters Score -1994315 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -1994317.875000 Penalty: 5029.822266
	Iteration 46Q: 3 clusters Score -1994318 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 14160 members 
Entering Unmasked Estep 
Score: -1994315.250000 Penalty: 5029.822266
	Iteration 47Q: 3 clusters Score -1994315 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -1994319.625000 Penalty: 5029.822266
	Iteration 48Q: 3 clusters Score -1994320 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -1994330.000000 Penalty: 5029.822266
	Iteration 49Q: 3 clusters Score -1994330 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -1994327.875000 Penalty: 5029.822266
	Iteration 50Q: 3 clusters Score -1994328 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -1994328.875000 Penalty: 5029.822266
	Iteration 51Q: 3 clusters Score -1994329 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -1994323.875000 Penalty: 5029.822266
	Iteration 52Q: 3 clusters Score -1994324 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -1994328.500000 Penalty: 5029.822266
	Iteration 53Q: 3 clusters Score -1994328 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -1994326.375000 Penalty: 5029.822266
	Iteration 54Q: 3 clusters Score -1994326 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -1994328.875000 Penalty: 5029.822266
	Iteration 55Q: 3 clusters Score -1994329 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -1994334.625000 Penalty: 5029.822266
	Iteration 56Q: 3 clusters Score -1994335 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -1994338.750000 Penalty: 5029.822266
	Iteration 57Q: 3 clusters Score -1994339 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -1994338.000000 Penalty: 5029.822266
	Iteration 58Q: 3 clusters Score -1994338 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -1994350.000000 Penalty: 5029.822266
	Iteration 59Q: 3 clusters Score -1994350 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -1994351.000000 Penalty: 5029.822266
	Iteration 60F: 3 clusters Score -1994351 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -1994346.250000 Penalty: 5029.822266
	Iteration 61Q: 3 clusters Score -1994346 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -1994349.500000 Penalty: 5029.822266
	Iteration 62Q: 3 clusters Score -1994350 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 14580 members 
Entering Unmasked Estep 
Score: -1994350.250000 Penalty: 5029.822266
	Iteration 63Q: 3 clusters Score -1994350 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -1994358.375000 Penalty: 5029.822266
	Iteration 64Q: 3 clusters Score -1994358 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 14681 members 
Entering Unmasked Estep 
Score: -1994363.750000 Penalty: 5029.822266
	Iteration 65Q: 3 clusters Score -1994364 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -1994369.750000 Penalty: 5029.822266
	Iteration 66Q: 3 clusters Score -1994370 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 14799 members 
Entering Unmasked Estep 
Score: -1994368.000000 Penalty: 5029.822266
	Iteration 67Q: 3 clusters Score -1994368 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -1994374.750000 Penalty: 5029.822266
	Iteration 68Q: 3 clusters Score -1994375 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -1994388.625000 Penalty: 5029.822266
	Iteration 69Q: 3 clusters Score -1994389 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -1994402.625000 Penalty: 5029.822266
	Iteration 70Q: 3 clusters Score -1994403 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -1994411.750000 Penalty: 5029.822266
	Iteration 71Q: 3 clusters Score -1994412 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -1994417.125000 Penalty: 5029.822266
	Iteration 72Q: 3 clusters Score -1994417 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 15312 members 
Entering Unmasked Estep 
Score: -1994437.000000 Penalty: 5029.822266
	Iteration 73Q: 3 clusters Score -1994437 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -1994454.125000 Penalty: 5029.822266
	Iteration 74Q: 3 clusters Score -1994454 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -1994461.500000 Penalty: 5029.822266
	Iteration 75Q: 3 clusters Score -1994462 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -1994479.875000 Penalty: 5029.822266
	Iteration 76Q: 3 clusters Score -1994480 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 15711 members 
Entering Unmasked Estep 
Score: -1994490.500000 Penalty: 5029.822266
	Iteration 77Q: 3 clusters Score -1994490 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 15840 members 
Entering Unmasked Estep 
Score: -1994509.250000 Penalty: 5029.822266
	Iteration 78Q: 3 clusters Score -1994509 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -1994535.000000 Penalty: 5029.822266
	Iteration 79Q: 3 clusters Score -1994535 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 16141 members 
Entering Unmasked Estep 
Score: -1994569.500000 Penalty: 5029.822266
	Iteration 80F: 3 clusters Score -1994570 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
Score: -1994622.375000 Penalty: 5029.822266
	Iteration 81Q: 3 clusters Score -1994622 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 16617 members 
Entering Unmasked Estep 
Score: -1994673.250000 Penalty: 5029.822266
	Iteration 82Q: 3 clusters Score -1994673 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 16902 members 
Entering Unmasked Estep 
Score: -1994742.125000 Penalty: 5029.822266
	Iteration 83Q: 3 clusters Score -1994742 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 17212 members 
Entering Unmasked Estep 
Score: -1994816.500000 Penalty: 5029.822266
	Iteration 84Q: 3 clusters Score -1994816 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 17567 members 
Entering Unmasked Estep 
Score: -1994909.625000 Penalty: 5029.822266
	Iteration 85Q: 3 clusters Score -1994910 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 17950 members 
Entering Unmasked Estep 
Score: -1995009.000000 Penalty: 5029.822266
	Iteration 86Q: 3 clusters Score -1995009 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 18384 members 
Entering Unmasked Estep 
Score: -1995160.625000 Penalty: 5029.822266
	Iteration 87Q: 3 clusters Score -1995161 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 18858 members 
Entering Unmasked Estep 
Score: -1995330.500000 Penalty: 5029.822266
	Iteration 88Q: 3 clusters Score -1995330 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 19357 members 
Entering Unmasked Estep 
Score: -1995523.500000 Penalty: 5029.822266
	Iteration 89Q: 3 clusters Score -1995524 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 19873 members 
Entering Unmasked Estep 
Score: -1995725.625000 Penalty: 5029.822266
	Iteration 90Q: 3 clusters Score -1995726 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 20415 members 
Entering Unmasked Estep 
Score: -1995957.750000 Penalty: 5029.822266
	Iteration 91Q: 3 clusters Score -1995958 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 20944 members 
Entering Unmasked Estep 
Score: -1996186.875000 Penalty: 5029.822266
	Iteration 92Q: 3 clusters Score -1996187 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 21473 members 
Entering Unmasked Estep 
Score: -1996437.875000 Penalty: 5029.822266
	Iteration 93Q: 3 clusters Score -1996438 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 21952 members 
Entering Unmasked Estep 
Score: -1996678.250000 Penalty: 5029.822266
	Iteration 94Q: 3 clusters Score -1996678 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 22344 members 
Entering Unmasked Estep 
Score: -1996863.250000 Penalty: 5029.822266
	Iteration 95Q: 3 clusters Score -1996863 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 22699 members 
Entering Unmasked Estep 
Score: -1997051.375000 Penalty: 5029.822266
	Iteration 96Q: 3 clusters Score -1997051 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 22976 members 
Entering Unmasked Estep 
Score: -1997210.375000 Penalty: 5029.822266
	Iteration 97Q: 3 clusters Score -1997210 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 23217 members 
Entering Unmasked Estep 
Score: -1997368.000000 Penalty: 5029.822266
	Iteration 98Q: 3 clusters Score -1997368 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 23421 members 
Entering Unmasked Estep 
Score: -1997518.625000 Penalty: 5029.822266
	Iteration 99Q: 3 clusters Score -1997519 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 23565 members 
Entering Unmasked Estep 
Score: -1997617.125000 Penalty: 5029.822266
	Iteration 100F: 3 clusters Score -1997617 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 23666 members 
Entering Unmasked Estep 
Score: -1997697.750000 Penalty: 5029.822266
	Iteration 101Q: 3 clusters Score -1997698 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 23747 members 
Entering Unmasked Estep 
Score: -1997761.875000 Penalty: 5029.822266
	Iteration 102Q: 3 clusters Score -1997762 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 23821 members 
Entering Unmasked Estep 
Score: -1997824.125000 Penalty: 5029.822266
	Iteration 103Q: 3 clusters Score -1997824 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 23876 members 
Entering Unmasked Estep 
Score: -1997858.375000 Penalty: 5029.822266
	Iteration 104Q: 3 clusters Score -1997858 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 23903 members 
Entering Unmasked Estep 
Score: -1997879.875000 Penalty: 5029.822266
	Iteration 105Q: 3 clusters Score -1997880 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 23937 members 
Entering Unmasked Estep 
Score: -1997893.500000 Penalty: 5029.822266
	Iteration 106Q: 3 clusters Score -1997894 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 23954 members 
Entering Unmasked Estep 
Score: -1997901.875000 Penalty: 5029.822266
	Iteration 107Q: 3 clusters Score -1997902 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 23962 members 
Entering Unmasked Estep 
Score: -1997907.125000 Penalty: 5029.822266
	Iteration 108Q: 3 clusters Score -1997907 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 23969 members 
Entering Unmasked Estep 
Score: -1997912.125000 Penalty: 5029.822266
	Iteration 109Q: 3 clusters Score -1997912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 23977 members 
Entering Unmasked Estep 
Score: -1997915.125000 Penalty: 5029.822266
	Iteration 110Q: 3 clusters Score -1997915 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 23984 members 
Entering Unmasked Estep 
Score: -1997915.250000 Penalty: 5029.822266
	Iteration 111Q: 3 clusters Score -1997915 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 23988 members 
Entering Unmasked Estep 
Score: -1997919.500000 Penalty: 5029.822266
	Iteration 112Q: 3 clusters Score -1997920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 23992 members 
Entering Unmasked Estep 
Score: -1997916.875000 Penalty: 5029.822266
	Iteration 113Q: 3 clusters Score -1997917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 23993 members 
Entering Unmasked Estep 
Score: -1997917.875000 Penalty: 5029.822266
	Iteration 114Q: 3 clusters Score -1997918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 23993 members 
Entering Unmasked Estep 
Score: -1997917.875000 Penalty: 5029.822266
	Iteration 115F: 3 clusters Score -1997918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 51860 members 
Mstep: Class 2 contains 3504 members 
Mstep: Class 3 contains 8416 members 
Mstep: Class 4 contains 2729 members 
Mstep: Class 5 contains 18429 members 
Mstep: Class 6 contains 24969 members 
Mstep: Class 7 contains 18061 members 
Mstep: Class 8 contains 5838 members 
Mstep: Class 9 contains 69092 members 
Mstep: Class 10 contains 72490 members 
Mstep: Class 11 contains 4769 members 
Mstep: Class 12 contains 8842 members 
Mstep: Class 13 contains 14840 members 
Mstep: Class 14 contains 4690 members 
Mstep: Class 15 contains 7763 members 
Mstep: Class 16 contains 11512 members 
Mstep: Class 17 contains 153576 members 
Mstep: Class 18 contains 7430 members 
Mstep: Class 19 contains 36611 members 
Mstep: Class 20 contains 1363 members 
Mstep: Class 21 contains 3534 members 
Mstep: Class 22 contains 3855 members 
Mstep: Class 23 contains 649968 members 
Mstep: Class 24 contains 4567 members 
Mstep: Class 25 contains 5134 members 
Mstep: Class 26 contains 62209 members 
Mstep: Class 27 contains 4620 members 
Mstep: Class 28 contains 126747 members 
Mstep: Class 29 contains 14353 members 
Mstep: Class 30 contains 37316 members 
Mstep: Class 31 contains 23993 members 
Entering Unmasked Estep 
Score: -111935640.000000 Penalty: 109139.343750
Splitting cluster 20 changes total score from -111936576.000000 to -111935640.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (3534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Entering Unmasked Estep 
Score: -251276.625000 Penalty: 2026.206177
	Iteration 0F: 2 clusters Score -251276.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -247683.031250 Penalty: 4052.412354
	Iteration 0F: 3 clusters Score -247683 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -248514.640625 Penalty: 4052.412354
	Iteration 1F: 3 clusters Score -248514.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -248725.421875 Penalty: 4052.412354
	Iteration 2F: 3 clusters Score -248725.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -248839.546875 Penalty: 4052.412354
	Iteration 3F: 3 clusters Score -248839.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -248910.296875 Penalty: 4052.412354
	Iteration 4Q: 3 clusters Score -248910.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -248975.843750 Penalty: 4052.412354
	Iteration 5Q: 3 clusters Score -248975.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -249065.484375 Penalty: 4052.412354
	Iteration 6Q: 3 clusters Score -249065.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -249202.421875 Penalty: 4052.412354
	Iteration 7Q: 3 clusters Score -249202.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -249453.812500 Penalty: 4052.412354
	Iteration 8Q: 3 clusters Score -249453.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -249949.734375 Penalty: 4052.412354
	Iteration 9F: 3 clusters Score -249949.7 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -250521.156250 Penalty: 4052.412354
	Iteration 10F: 3 clusters Score -250521.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -250805.515625 Penalty: 4052.412354
	Iteration 11F: 3 clusters Score -250805.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -250946.375000 Penalty: 4052.412354
	Iteration 12Q: 3 clusters Score -250946.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -251013.578125 Penalty: 4052.412354
	Iteration 13Q: 3 clusters Score -251013.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -251076.531250 Penalty: 4052.412354
	Iteration 14Q: 3 clusters Score -251076.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -251112.046875 Penalty: 4052.412354
	Iteration 15Q: 3 clusters Score -251112 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -251134.687500 Penalty: 4052.412354
	Iteration 16Q: 3 clusters Score -251134.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -251158.156250 Penalty: 4052.412354
	Iteration 17Q: 3 clusters Score -251158.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -251178.890625 Penalty: 4052.412354
	Iteration 18Q: 3 clusters Score -251178.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -251194.640625 Penalty: 4052.412354
	Iteration 19Q: 3 clusters Score -251194.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -251207.171875 Penalty: 4052.412354
	Iteration 20F: 3 clusters Score -251207.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -251214.265625 Penalty: 4052.412354
	Iteration 21Q: 3 clusters Score -251214.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -251223.578125 Penalty: 4052.412354
	Iteration 22Q: 3 clusters Score -251223.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -251230.796875 Penalty: 4052.412354
	Iteration 23Q: 3 clusters Score -251230.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -251233.953125 Penalty: 4052.412354
	Iteration 24Q: 3 clusters Score -251234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -251237.031250 Penalty: 4052.412354
	Iteration 25Q: 3 clusters Score -251237 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -251244.140625 Penalty: 4052.412354
	Iteration 26Q: 3 clusters Score -251244.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -251249.218750 Penalty: 4052.412354
	Iteration 27Q: 3 clusters Score -251249.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -251255.656250 Penalty: 4052.412354
	Iteration 28Q: 3 clusters Score -251255.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -251264.312500 Penalty: 4052.412354
	Iteration 29Q: 3 clusters Score -251264.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -251274.203125 Penalty: 4052.412354
	Iteration 30Q: 3 clusters Score -251274.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -251288.625000 Penalty: 4052.412354
	Iteration 31Q: 3 clusters Score -251288.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -251300.234375 Penalty: 4052.412354
	Iteration 32Q: 3 clusters Score -251300.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -251307.000000 Penalty: 4052.412354
	Iteration 33Q: 3 clusters Score -251307 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -251314.281250 Penalty: 4052.412354
	Iteration 34Q: 3 clusters Score -251314.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -251338.718750 Penalty: 4052.412354
	Iteration 35Q: 3 clusters Score -251338.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -251360.062500 Penalty: 4052.412354
	Iteration 36Q: 3 clusters Score -251360.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -251360.671875 Penalty: 4052.412354
	Iteration 37Q: 3 clusters Score -251360.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -251363.234375 Penalty: 4052.412354
	Iteration 38Q: 3 clusters Score -251363.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -251365.734375 Penalty: 4052.412354
	Iteration 39Q: 3 clusters Score -251365.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -251374.578125 Penalty: 4052.412354
	Iteration 40F: 3 clusters Score -251374.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -251405.468750 Penalty: 4052.412354
	Iteration 41Q: 3 clusters Score -251405.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -251412.687500 Penalty: 4052.412354
	Iteration 42Q: 3 clusters Score -251412.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -251414.562500 Penalty: 4052.412354
	Iteration 43Q: 3 clusters Score -251414.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -251417.718750 Penalty: 4052.412354
	Iteration 44Q: 3 clusters Score -251417.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -251419.328125 Penalty: 4052.412354
	Iteration 45Q: 3 clusters Score -251419.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -251422.593750 Penalty: 4052.412354
	Iteration 46Q: 3 clusters Score -251422.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -251426.703125 Penalty: 4052.412354
	Iteration 47Q: 3 clusters Score -251426.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -251426.906250 Penalty: 4052.412354
	Iteration 48Q: 3 clusters Score -251426.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -251426.906250 Penalty: 4052.412354
	Iteration 49F: 3 clusters Score -251426.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 51860 members 
Mstep: Class 2 contains 3504 members 
Mstep: Class 3 contains 8416 members 
Mstep: Class 4 contains 2729 members 
Mstep: Class 5 contains 18429 members 
Mstep: Class 6 contains 24969 members 
Mstep: Class 7 contains 18061 members 
Mstep: Class 8 contains 5838 members 
Mstep: Class 9 contains 69092 members 
Mstep: Class 10 contains 72490 members 
Mstep: Class 11 contains 4769 members 
Mstep: Class 12 contains 8842 members 
Mstep: Class 13 contains 14840 members 
Mstep: Class 14 contains 4690 members 
Mstep: Class 15 contains 7763 members 
Mstep: Class 16 contains 11512 members 
Mstep: Class 17 contains 153576 members 
Mstep: Class 18 contains 7430 members 
Mstep: Class 19 contains 36611 members 
Mstep: Class 20 contains 25356 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 3855 members 
Mstep: Class 23 contains 649968 members 
Mstep: Class 24 contains 4567 members 
Mstep: Class 25 contains 5134 members 
Mstep: Class 26 contains 62209 members 
Mstep: Class 27 contains 4620 members 
Mstep: Class 28 contains 126747 members 
Mstep: Class 29 contains 14353 members 
Mstep: Class 30 contains 37316 members 
Mstep: Class 31 contains 2555 members 
Entering Unmasked Estep 
Score: -111935024.000000 Penalty: 109139.343750
Splitting cluster 21 changes total score from -111936576.000000 to -111935024.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (3855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Entering Unmasked Estep 
Score: -300597.812500 Penalty: 2047.767212
	Iteration 0F: 2 clusters Score -300597.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -296788.843750 Penalty: 4095.534424
	Iteration 0F: 3 clusters Score -296788.8 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -297633.906250 Penalty: 4095.534424
	Iteration 1F: 3 clusters Score -297633.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -297821.437500 Penalty: 4095.534424
	Iteration 2F: 3 clusters Score -297821.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -297943.093750 Penalty: 4095.534424
	Iteration 3Q: 3 clusters Score -297943.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -298020.187500 Penalty: 4095.534424
	Iteration 4Q: 3 clusters Score -298020.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -298067.781250 Penalty: 4095.534424
	Iteration 5Q: 3 clusters Score -298067.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -298102.187500 Penalty: 4095.534424
	Iteration 6Q: 3 clusters Score -298102.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -298123.375000 Penalty: 4095.534424
	Iteration 7Q: 3 clusters Score -298123.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -298145.968750 Penalty: 4095.534424
	Iteration 8Q: 3 clusters Score -298146 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -298167.156250 Penalty: 4095.534424
	Iteration 9Q: 3 clusters Score -298167.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -298187.156250 Penalty: 4095.534424
	Iteration 10Q: 3 clusters Score -298187.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -298202.562500 Penalty: 4095.534424
	Iteration 11Q: 3 clusters Score -298202.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -298218.031250 Penalty: 4095.534424
	Iteration 12Q: 3 clusters Score -298218 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -298233.125000 Penalty: 4095.534424
	Iteration 13Q: 3 clusters Score -298233.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -298246.000000 Penalty: 4095.534424
	Iteration 14Q: 3 clusters Score -298246 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -298258.906250 Penalty: 4095.534424
	Iteration 15Q: 3 clusters Score -298258.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -298273.468750 Penalty: 4095.534424
	Iteration 16Q: 3 clusters Score -298273.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -298287.062500 Penalty: 4095.534424
	Iteration 17Q: 3 clusters Score -298287.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -298299.343750 Penalty: 4095.534424
	Iteration 18Q: 3 clusters Score -298299.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -298309.312500 Penalty: 4095.534424
	Iteration 19Q: 3 clusters Score -298309.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -298319.656250 Penalty: 4095.534424
	Iteration 20F: 3 clusters Score -298319.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -298331.093750 Penalty: 4095.534424
	Iteration 21Q: 3 clusters Score -298331.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -298342.531250 Penalty: 4095.534424
	Iteration 22Q: 3 clusters Score -298342.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -298361.062500 Penalty: 4095.534424
	Iteration 23Q: 3 clusters Score -298361.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -298377.750000 Penalty: 4095.534424
	Iteration 24Q: 3 clusters Score -298377.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -298394.031250 Penalty: 4095.534424
	Iteration 25Q: 3 clusters Score -298394 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -298412.187500 Penalty: 4095.534424
	Iteration 26Q: 3 clusters Score -298412.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -298432.906250 Penalty: 4095.534424
	Iteration 27Q: 3 clusters Score -298432.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -298450.000000 Penalty: 4095.534424
	Iteration 28Q: 3 clusters Score -298450 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -298469.156250 Penalty: 4095.534424
	Iteration 29Q: 3 clusters Score -298469.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -298486.343750 Penalty: 4095.534424
	Iteration 30Q: 3 clusters Score -298486.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -298499.593750 Penalty: 4095.534424
	Iteration 31Q: 3 clusters Score -298499.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -298513.031250 Penalty: 4095.534424
	Iteration 32Q: 3 clusters Score -298513 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -298533.812500 Penalty: 4095.534424
	Iteration 33Q: 3 clusters Score -298533.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -298551.625000 Penalty: 4095.534424
	Iteration 34Q: 3 clusters Score -298551.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -298567.062500 Penalty: 4095.534424
	Iteration 35Q: 3 clusters Score -298567.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -298578.031250 Penalty: 4095.534424
	Iteration 36Q: 3 clusters Score -298578 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -298590.000000 Penalty: 4095.534424
	Iteration 37Q: 3 clusters Score -298590 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -298601.906250 Penalty: 4095.534424
	Iteration 38Q: 3 clusters Score -298601.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -298614.500000 Penalty: 4095.534424
	Iteration 39Q: 3 clusters Score -298614.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -298621.906250 Penalty: 4095.534424
	Iteration 40F: 3 clusters Score -298621.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -298627.031250 Penalty: 4095.534424
	Iteration 41Q: 3 clusters Score -298627 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -298632.593750 Penalty: 4095.534424
	Iteration 42Q: 3 clusters Score -298632.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -298636.906250 Penalty: 4095.534424
	Iteration 43Q: 3 clusters Score -298636.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -298637.750000 Penalty: 4095.534424
	Iteration 44Q: 3 clusters Score -298637.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -298640.312500 Penalty: 4095.534424
	Iteration 45Q: 3 clusters Score -298640.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -298642.562500 Penalty: 4095.534424
	Iteration 46Q: 3 clusters Score -298642.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -298644.187500 Penalty: 4095.534424
	Iteration 47Q: 3 clusters Score -298644.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -298648.562500 Penalty: 4095.534424
	Iteration 48Q: 3 clusters Score -298648.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -298654.875000 Penalty: 4095.534424
	Iteration 49Q: 3 clusters Score -298654.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -298660.687500 Penalty: 4095.534424
	Iteration 50Q: 3 clusters Score -298660.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -298662.343750 Penalty: 4095.534424
	Iteration 51Q: 3 clusters Score -298662.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -298666.656250 Penalty: 4095.534424
	Iteration 52Q: 3 clusters Score -298666.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -298672.968750 Penalty: 4095.534424
	Iteration 53Q: 3 clusters Score -298673 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -298679.218750 Penalty: 4095.534424
	Iteration 54Q: 3 clusters Score -298679.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -298685.031250 Penalty: 4095.534424
	Iteration 55Q: 3 clusters Score -298685 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -298693.687500 Penalty: 4095.534424
	Iteration 56Q: 3 clusters Score -298693.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -298705.593750 Penalty: 4095.534424
	Iteration 57Q: 3 clusters Score -298705.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -298716.656250 Penalty: 4095.534424
	Iteration 58Q: 3 clusters Score -298716.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -298723.468750 Penalty: 4095.534424
	Iteration 59Q: 3 clusters Score -298723.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -298729.218750 Penalty: 4095.534424
	Iteration 60F: 3 clusters Score -298729.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -298734.312500 Penalty: 4095.534424
	Iteration 61Q: 3 clusters Score -298734.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -298735.843750 Penalty: 4095.534424
	Iteration 62Q: 3 clusters Score -298735.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -298737.437500 Penalty: 4095.534424
	Iteration 63Q: 3 clusters Score -298737.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -298738.500000 Penalty: 4095.534424
	Iteration 64Q: 3 clusters Score -298738.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -298740.718750 Penalty: 4095.534424
	Iteration 65Q: 3 clusters Score -298740.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -298743.562500 Penalty: 4095.534424
	Iteration 66Q: 3 clusters Score -298743.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -298746.437500 Penalty: 4095.534424
	Iteration 67Q: 3 clusters Score -298746.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -298749.968750 Penalty: 4095.534424
	Iteration 68Q: 3 clusters Score -298750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -298751.625000 Penalty: 4095.534424
	Iteration 69Q: 3 clusters Score -298751.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -298751.906250 Penalty: 4095.534424
	Iteration 70Q: 3 clusters Score -298751.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -298752.468750 Penalty: 4095.534424
	Iteration 71Q: 3 clusters Score -298752.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -298752.468750 Penalty: 4095.534424
	Iteration 72F: 3 clusters Score -298752.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (649968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649968 members 
Entering Unmasked Estep 
Score: -50969252.000000 Penalty: 3319.400391
	Iteration 0F: 2 clusters Score -5.096925e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324618 members 
Mstep: Class 2 contains 325350 members 
Entering Unmasked Estep 
Score: -50529756.000000 Penalty: 6638.800781
	Iteration 0F: 3 clusters Score -5.052976e+07 nChanged 318247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314599 members 
Mstep: Class 2 contains 335369 members 
Entering Unmasked Estep 
Score: -50724416.000000 Penalty: 6638.800781
	Iteration 1F: 3 clusters Score -5.072442e+07 nChanged 19988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309411 members 
Mstep: Class 2 contains 340557 members 
Entering Unmasked Estep 
Score: -50730712.000000 Penalty: 6638.800781
	Iteration 2Q: 3 clusters Score -5.073071e+07 nChanged 26576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301287 members 
Mstep: Class 2 contains 348681 members 
Entering Unmasked Estep 
Score: -50742176.000000 Penalty: 6638.800781
	Iteration 3Q: 3 clusters Score -5.074218e+07 nChanged 35511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288430 members 
Mstep: Class 2 contains 361538 members 
Entering Unmasked Estep 
Score: -50762120.000000 Penalty: 6638.800781
	Iteration 4F: 3 clusters Score -5.076212e+07 nChanged 45786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269092 members 
Mstep: Class 2 contains 380876 members 
Entering Unmasked Estep 
Score: -50796520.000000 Penalty: 6638.800781
	Iteration 5F: 3 clusters Score -5.079652e+07 nChanged 53543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242911 members 
Mstep: Class 2 contains 407057 members 
Entering Unmasked Estep 
Score: -50844560.000000 Penalty: 6638.800781
	Iteration 6F: 3 clusters Score -5.084456e+07 nChanged 52937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215222 members 
Mstep: Class 2 contains 434746 members 
Entering Unmasked Estep 
Score: -50898820.000000 Penalty: 6638.800781
	Iteration 7F: 3 clusters Score -5.089882e+07 nChanged 40021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196067 members 
Mstep: Class 2 contains 453901 members 
Entering Unmasked Estep 
Score: -50932616.000000 Penalty: 6638.800781
	Iteration 8F: 3 clusters Score -5.093262e+07 nChanged 24751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184806 members 
Mstep: Class 2 contains 465162 members 
Entering Unmasked Estep 
Score: -50944504.000000 Penalty: 6638.800781
	Iteration 9Q: 3 clusters Score -5.09445e+07 nChanged 13982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176948 members 
Mstep: Class 2 contains 473020 members 
Entering Unmasked Estep 
Score: -50949248.000000 Penalty: 6638.800781
	Iteration 10Q: 3 clusters Score -5.094925e+07 nChanged 8798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170526 members 
Mstep: Class 2 contains 479442 members 
Entering Unmasked Estep 
Score: -50951424.000000 Penalty: 6638.800781
	Iteration 11Q: 3 clusters Score -5.095142e+07 nChanged 6197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164953 members 
Mstep: Class 2 contains 485015 members 
Entering Unmasked Estep 
Score: -50952500.000000 Penalty: 6638.800781
	Iteration 12Q: 3 clusters Score -5.09525e+07 nChanged 5063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160034 members 
Mstep: Class 2 contains 489934 members 
Entering Unmasked Estep 
Score: -50953628.000000 Penalty: 6638.800781
	Iteration 13Q: 3 clusters Score -5.095363e+07 nChanged 4411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155649 members 
Mstep: Class 2 contains 494319 members 
Entering Unmasked Estep 
Score: -50954328.000000 Penalty: 6638.800781
	Iteration 14Q: 3 clusters Score -5.095433e+07 nChanged 4008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151643 members 
Mstep: Class 2 contains 498325 members 
Entering Unmasked Estep 
Score: -50954812.000000 Penalty: 6638.800781
	Iteration 15Q: 3 clusters Score -5.095481e+07 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147929 members 
Mstep: Class 2 contains 502039 members 
Entering Unmasked Estep 
Score: -50955068.000000 Penalty: 6638.800781
	Iteration 16Q: 3 clusters Score -5.095507e+07 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144496 members 
Mstep: Class 2 contains 505472 members 
Entering Unmasked Estep 
Score: -50955380.000000 Penalty: 6638.800781
	Iteration 17Q: 3 clusters Score -5.095538e+07 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141153 members 
Mstep: Class 2 contains 508815 members 
Entering Unmasked Estep 
Score: -50955644.000000 Penalty: 6638.800781
	Iteration 18Q: 3 clusters Score -5.095564e+07 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137996 members 
Mstep: Class 2 contains 511972 members 
Entering Unmasked Estep 
Score: -50956032.000000 Penalty: 6638.800781
	Iteration 19Q: 3 clusters Score -5.095603e+07 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135041 members 
Mstep: Class 2 contains 514927 members 
Entering Unmasked Estep 
Score: -50956548.000000 Penalty: 6638.800781
	Iteration 20F: 3 clusters Score -5.095655e+07 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132258 members 
Mstep: Class 2 contains 517710 members 
Entering Unmasked Estep 
Score: -50956788.000000 Penalty: 6638.800781
	Iteration 21Q: 3 clusters Score -5.095679e+07 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129605 members 
Mstep: Class 2 contains 520363 members 
Entering Unmasked Estep 
Score: -50957116.000000 Penalty: 6638.800781
	Iteration 22Q: 3 clusters Score -5.095712e+07 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127062 members 
Mstep: Class 2 contains 522906 members 
Entering Unmasked Estep 
Score: -50957268.000000 Penalty: 6638.800781
	Iteration 23Q: 3 clusters Score -5.095727e+07 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124534 members 
Mstep: Class 2 contains 525434 members 
Entering Unmasked Estep 
Score: -50957408.000000 Penalty: 6638.800781
	Iteration 24Q: 3 clusters Score -5.095741e+07 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122056 members 
Mstep: Class 2 contains 527912 members 
Entering Unmasked Estep 
Score: -50957844.000000 Penalty: 6638.800781
	Iteration 25Q: 3 clusters Score -5.095784e+07 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119593 members 
Mstep: Class 2 contains 530375 members 
Entering Unmasked Estep 
Score: -50958272.000000 Penalty: 6638.800781
	Iteration 26Q: 3 clusters Score -5.095827e+07 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117203 members 
Mstep: Class 2 contains 532765 members 
Entering Unmasked Estep 
Score: -50958572.000000 Penalty: 6638.800781
	Iteration 27Q: 3 clusters Score -5.095857e+07 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114852 members 
Mstep: Class 2 contains 535116 members 
Entering Unmasked Estep 
Score: -50958992.000000 Penalty: 6638.800781
	Iteration 28Q: 3 clusters Score -5.095899e+07 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112547 members 
Mstep: Class 2 contains 537421 members 
Entering Unmasked Estep 
Score: -50959076.000000 Penalty: 6638.800781
	Iteration 29Q: 3 clusters Score -5.095908e+07 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110372 members 
Mstep: Class 2 contains 539596 members 
Entering Unmasked Estep 
Score: -50959376.000000 Penalty: 6638.800781
	Iteration 30Q: 3 clusters Score -5.095938e+07 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108165 members 
Mstep: Class 2 contains 541803 members 
Entering Unmasked Estep 
Score: -50959592.000000 Penalty: 6638.800781
	Iteration 31Q: 3 clusters Score -5.095959e+07 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106038 members 
Mstep: Class 2 contains 543930 members 
Entering Unmasked Estep 
Score: -50959700.000000 Penalty: 6638.800781
	Iteration 32Q: 3 clusters Score -5.09597e+07 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103926 members 
Mstep: Class 2 contains 546042 members 
Entering Unmasked Estep 
Score: -50960116.000000 Penalty: 6638.800781
	Iteration 33Q: 3 clusters Score -5.096012e+07 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101850 members 
Mstep: Class 2 contains 548118 members 
Entering Unmasked Estep 
Score: -50960344.000000 Penalty: 6638.800781
	Iteration 34Q: 3 clusters Score -5.096034e+07 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99799 members 
Mstep: Class 2 contains 550169 members 
Entering Unmasked Estep 
Score: -50960492.000000 Penalty: 6638.800781
	Iteration 35Q: 3 clusters Score -5.096049e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97702 members 
Mstep: Class 2 contains 552266 members 
Entering Unmasked Estep 
Score: -50960692.000000 Penalty: 6638.800781
	Iteration 36Q: 3 clusters Score -5.096069e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95620 members 
Mstep: Class 2 contains 554348 members 
Entering Unmasked Estep 
Score: -50960840.000000 Penalty: 6638.800781
	Iteration 37Q: 3 clusters Score -5.096084e+07 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93516 members 
Mstep: Class 2 contains 556452 members 
Entering Unmasked Estep 
Score: -50961268.000000 Penalty: 6638.800781
	Iteration 38Q: 3 clusters Score -5.096127e+07 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91415 members 
Mstep: Class 2 contains 558553 members 
Entering Unmasked Estep 
Score: -50961588.000000 Penalty: 6638.800781
	Iteration 39Q: 3 clusters Score -5.096159e+07 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89305 members 
Mstep: Class 2 contains 560663 members 
Entering Unmasked Estep 
Score: -50961688.000000 Penalty: 6638.800781
	Iteration 40F: 3 clusters Score -5.096169e+07 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87180 members 
Mstep: Class 2 contains 562788 members 
Entering Unmasked Estep 
Score: -50961848.000000 Penalty: 6638.800781
	Iteration 41Q: 3 clusters Score -5.096185e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85043 members 
Mstep: Class 2 contains 564925 members 
Entering Unmasked Estep 
Score: -50962040.000000 Penalty: 6638.800781
	Iteration 42Q: 3 clusters Score -5.096204e+07 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82952 members 
Mstep: Class 2 contains 567016 members 
Entering Unmasked Estep 
Score: -50962128.000000 Penalty: 6638.800781
	Iteration 43Q: 3 clusters Score -5.096213e+07 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80881 members 
Mstep: Class 2 contains 569087 members 
Entering Unmasked Estep 
Score: -50962244.000000 Penalty: 6638.800781
	Iteration 44Q: 3 clusters Score -5.096224e+07 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78811 members 
Mstep: Class 2 contains 571157 members 
Entering Unmasked Estep 
Score: -50962472.000000 Penalty: 6638.800781
	Iteration 45Q: 3 clusters Score -5.096247e+07 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76660 members 
Mstep: Class 2 contains 573308 members 
Entering Unmasked Estep 
Score: -50962844.000000 Penalty: 6638.800781
	Iteration 46Q: 3 clusters Score -5.096284e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74515 members 
Mstep: Class 2 contains 575453 members 
Entering Unmasked Estep 
Score: -50963056.000000 Penalty: 6638.800781
	Iteration 47Q: 3 clusters Score -5.096306e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72468 members 
Mstep: Class 2 contains 577500 members 
Entering Unmasked Estep 
Score: -50963140.000000 Penalty: 6638.800781
	Iteration 48Q: 3 clusters Score -5.096314e+07 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70308 members 
Mstep: Class 2 contains 579660 members 
Entering Unmasked Estep 
Score: -50963668.000000 Penalty: 6638.800781
	Iteration 49Q: 3 clusters Score -5.096367e+07 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68152 members 
Mstep: Class 2 contains 581816 members 
Entering Unmasked Estep 
Score: -50963884.000000 Penalty: 6638.800781
	Iteration 50Q: 3 clusters Score -5.096388e+07 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65960 members 
Mstep: Class 2 contains 584008 members 
Entering Unmasked Estep 
Score: -50964176.000000 Penalty: 6638.800781
	Iteration 51Q: 3 clusters Score -5.096418e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63783 members 
Mstep: Class 2 contains 586185 members 
Entering Unmasked Estep 
Score: -50964560.000000 Penalty: 6638.800781
	Iteration 52Q: 3 clusters Score -5.096456e+07 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61549 members 
Mstep: Class 2 contains 588419 members 
Entering Unmasked Estep 
Score: -50964824.000000 Penalty: 6638.800781
	Iteration 53Q: 3 clusters Score -5.096482e+07 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59365 members 
Mstep: Class 2 contains 590603 members 
Entering Unmasked Estep 
Score: -50965024.000000 Penalty: 6638.800781
	Iteration 54Q: 3 clusters Score -5.096502e+07 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57243 members 
Mstep: Class 2 contains 592725 members 
Entering Unmasked Estep 
Score: -50965236.000000 Penalty: 6638.800781
	Iteration 55Q: 3 clusters Score -5.096524e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55181 members 
Mstep: Class 2 contains 594787 members 
Entering Unmasked Estep 
Score: -50965440.000000 Penalty: 6638.800781
	Iteration 56Q: 3 clusters Score -5.096544e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53189 members 
Mstep: Class 2 contains 596779 members 
Entering Unmasked Estep 
Score: -50965916.000000 Penalty: 6638.800781
	Iteration 57Q: 3 clusters Score -5.096592e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51245 members 
Mstep: Class 2 contains 598723 members 
Entering Unmasked Estep 
Score: -50966164.000000 Penalty: 6638.800781
	Iteration 58Q: 3 clusters Score -5.096616e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49357 members 
Mstep: Class 2 contains 600611 members 
Entering Unmasked Estep 
Score: -50966288.000000 Penalty: 6638.800781
	Iteration 59Q: 3 clusters Score -5.096629e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47549 members 
Mstep: Class 2 contains 602419 members 
Entering Unmasked Estep 
Score: -50966508.000000 Penalty: 6638.800781
	Iteration 60F: 3 clusters Score -5.096651e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45837 members 
Mstep: Class 2 contains 604131 members 
Entering Unmasked Estep 
Score: -50966644.000000 Penalty: 6638.800781
	Iteration 61Q: 3 clusters Score -5.096664e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44139 members 
Mstep: Class 2 contains 605829 members 
Entering Unmasked Estep 
Score: -50966816.000000 Penalty: 6638.800781
	Iteration 62Q: 3 clusters Score -5.096682e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42553 members 
Mstep: Class 2 contains 607415 members 
Entering Unmasked Estep 
Score: -50967228.000000 Penalty: 6638.800781
	Iteration 63Q: 3 clusters Score -5.096723e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40992 members 
Mstep: Class 2 contains 608976 members 
Entering Unmasked Estep 
Score: -50967308.000000 Penalty: 6638.800781
	Iteration 64Q: 3 clusters Score -5.096731e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39495 members 
Mstep: Class 2 contains 610473 members 
Entering Unmasked Estep 
Score: -50967460.000000 Penalty: 6638.800781
	Iteration 65Q: 3 clusters Score -5.096746e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38102 members 
Mstep: Class 2 contains 611866 members 
Entering Unmasked Estep 
Score: -50967880.000000 Penalty: 6638.800781
	Iteration 66Q: 3 clusters Score -5.096788e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36727 members 
Mstep: Class 2 contains 613241 members 
Entering Unmasked Estep 
Score: -50968104.000000 Penalty: 6638.800781
	Iteration 67Q: 3 clusters Score -5.09681e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35506 members 
Mstep: Class 2 contains 614462 members 
Entering Unmasked Estep 
Score: -50968460.000000 Penalty: 6638.800781
	Iteration 68Q: 3 clusters Score -5.096846e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34347 members 
Mstep: Class 2 contains 615621 members 
Entering Unmasked Estep 
Score: -50968624.000000 Penalty: 6638.800781
	Iteration 69Q: 3 clusters Score -5.096862e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33294 members 
Mstep: Class 2 contains 616674 members 
Entering Unmasked Estep 
Score: -50968696.000000 Penalty: 6638.800781
	Iteration 70Q: 3 clusters Score -5.09687e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32290 members 
Mstep: Class 2 contains 617678 members 
Entering Unmasked Estep 
Score: -50968804.000000 Penalty: 6638.800781
	Iteration 71Q: 3 clusters Score -5.09688e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31355 members 
Mstep: Class 2 contains 618613 members 
Entering Unmasked Estep 
Score: -50969132.000000 Penalty: 6638.800781
	Iteration 72Q: 3 clusters Score -5.096913e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30491 members 
Mstep: Class 2 contains 619477 members 
Entering Unmasked Estep 
Score: -50968984.000000 Penalty: 6638.800781
	Iteration 73Q: 3 clusters Score -5.096898e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29606 members 
Mstep: Class 2 contains 620362 members 
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	Iteration 74Q: 3 clusters Score -5.096899e+07 nChanged 845
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28783 members 
Mstep: Class 2 contains 621185 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5.09691e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28030 members 
Mstep: Class 2 contains 621938 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5.096902e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27353 members 
Mstep: Class 2 contains 622615 members 
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	Iteration 77Q: 3 clusters Score -5.09691e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26751 members 
Mstep: Class 2 contains 623217 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5.096908e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26166 members 
Mstep: Class 2 contains 623802 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5.096918e+07 nChanged 535
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25643 members 
Mstep: Class 2 contains 624325 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5.096927e+07 nChanged 453
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25202 members 
Mstep: Class 2 contains 624766 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5.096931e+07 nChanged 456
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24760 members 
Mstep: Class 2 contains 625208 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5.096922e+07 nChanged 423
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24353 members 
Mstep: Class 2 contains 625615 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5.096926e+07 nChanged 430
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23945 members 
Mstep: Class 2 contains 626023 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5.096926e+07 nChanged 391
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23592 members 
Mstep: Class 2 contains 626376 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5.09693e+07 nChanged 376
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23250 members 
Mstep: Class 2 contains 626718 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5.096923e+07 nChanged 366
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22924 members 
Mstep: Class 2 contains 627044 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5.09693e+07 nChanged 349
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22623 members 
Mstep: Class 2 contains 627345 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5.096932e+07 nChanged 335
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22342 members 
Mstep: Class 2 contains 627626 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5.096942e+07 nChanged 349
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22081 members 
Mstep: Class 2 contains 627887 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5.096938e+07 nChanged 366
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21817 members 
Mstep: Class 2 contains 628151 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5.096937e+07 nChanged 429
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21530 members 
Mstep: Class 2 contains 628438 members 
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	Iteration 92Q: 3 clusters Score -5.096927e+07 nChanged 489
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21215 members 
Mstep: Class 2 contains 628753 members 
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	Iteration 93Q: 3 clusters Score -5.09694e+07 nChanged 574
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20849 members 
Mstep: Class 2 contains 629119 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5.096956e+07 nChanged 677
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20494 members 
Mstep: Class 2 contains 629474 members 
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	Iteration 95Q: 3 clusters Score -5.096967e+07 nChanged 867
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20085 members 
Mstep: Class 2 contains 629883 members 
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	Iteration 96Q: 3 clusters Score -5.096998e+07 nChanged 1089
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19674 members 
Mstep: Class 2 contains 630294 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5.09707e+07 nChanged 1574
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19346 members 
Mstep: Class 2 contains 630622 members 
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	Iteration 98Q: 3 clusters Score -5.097201e+07 nChanged 2030
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Mstep: Class 1 contains 19322 members 
Mstep: Class 2 contains 630646 members 
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	Iteration 99Q: 3 clusters Score -5.097409e+07 nChanged 2668
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19936 members 
Mstep: Class 2 contains 630032 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -5.097604e+07 nChanged 2905
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21265 members 
Mstep: Class 2 contains 628703 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5.097725e+07 nChanged 2636
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22901 members 
Mstep: Class 2 contains 627067 members 
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	Iteration 102Q: 3 clusters Score -5.097796e+07 nChanged 2178
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24489 members 
Mstep: Class 2 contains 625479 members 
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	Iteration 103Q: 3 clusters Score -5.097864e+07 nChanged 1962
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26137 members 
Mstep: Class 2 contains 623831 members 
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	Iteration 104Q: 3 clusters Score -5.097902e+07 nChanged 1737
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27704 members 
Mstep: Class 2 contains 622264 members 
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	Iteration 105Q: 3 clusters Score -5.09794e+07 nChanged 1604
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29210 members 
Mstep: Class 2 contains 620758 members 
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	Iteration 106Q: 3 clusters Score -5.097975e+07 nChanged 1404
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30568 members 
Mstep: Class 2 contains 619400 members 
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	Iteration 107Q: 3 clusters Score -5.098008e+07 nChanged 1301
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31833 members 
Mstep: Class 2 contains 618135 members 
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	Iteration 108Q: 3 clusters Score -5.098014e+07 nChanged 1180
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32999 members 
Mstep: Class 2 contains 616969 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -5.098034e+07 nChanged 1136
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34125 members 
Mstep: Class 2 contains 615843 members 
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	Iteration 110Q: 3 clusters Score -5.098028e+07 nChanged 1048
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35171 members 
Mstep: Class 2 contains 614797 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -5.098042e+07 nChanged 1013
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36184 members 
Mstep: Class 2 contains 613784 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -5.098072e+07 nChanged 1015
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37197 members 
Mstep: Class 2 contains 612771 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -5.09807e+07 nChanged 944
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38137 members 
Mstep: Class 2 contains 611831 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -5.098087e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39024 members 
Mstep: Class 2 contains 610944 members 
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	Iteration 115Q: 3 clusters Score -5.098106e+07 nChanged 849
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39873 members 
Mstep: Class 2 contains 610095 members 
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	Iteration 116Q: 3 clusters Score -5.098106e+07 nChanged 763
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40634 members 
Mstep: Class 2 contains 609334 members 
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	Iteration 117Q: 3 clusters Score -5.09812e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41370 members 
Mstep: Class 2 contains 608598 members 
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	Iteration 118Q: 3 clusters Score -5.098131e+07 nChanged 761
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42131 members 
Mstep: Class 2 contains 607837 members 
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	Iteration 119Q: 3 clusters Score -5.098126e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42828 members 
Mstep: Class 2 contains 607140 members 
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	Iteration 120F: 3 clusters Score -5.098126e+07 nChanged 634
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43462 members 
Mstep: Class 2 contains 606506 members 
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	Iteration 121Q: 3 clusters Score -5.09813e+07 nChanged 594
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44056 members 
Mstep: Class 2 contains 605912 members 
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	Iteration 122Q: 3 clusters Score -5.098141e+07 nChanged 524
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Mstep: Class 1 contains 44580 members 
Mstep: Class 2 contains 605388 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -5.098143e+07 nChanged 437
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Mstep: Class 1 contains 45017 members 
Mstep: Class 2 contains 604951 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -5.098137e+07 nChanged 411
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45428 members 
Mstep: Class 2 contains 604540 members 
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	Iteration 125Q: 3 clusters Score -5.098136e+07 nChanged 386
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45814 members 
Mstep: Class 2 contains 604154 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -5.098145e+07 nChanged 367
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46181 members 
Mstep: Class 2 contains 603787 members 
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	Iteration 127Q: 3 clusters Score -5.098151e+07 nChanged 324
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46505 members 
Mstep: Class 2 contains 603463 members 
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	Iteration 128Q: 3 clusters Score -5.098149e+07 nChanged 299
Entering Unmasked Mstep 
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Mstep: Class 2 contains 603164 members 
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	Iteration 129Q: 3 clusters Score -5.09814e+07 nChanged 308
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47112 members 
Mstep: Class 2 contains 602856 members 
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	Iteration 130Q: 3 clusters Score -5.098136e+07 nChanged 312
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47424 members 
Mstep: Class 2 contains 602544 members 
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	Iteration 131Q: 3 clusters Score -5.09813e+07 nChanged 298
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47722 members 
Mstep: Class 2 contains 602246 members 
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	Iteration 132Q: 3 clusters Score -5.09812e+07 nChanged 298
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Mstep: Class 1 contains 48016 members 
Mstep: Class 2 contains 601952 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -5.098134e+07 nChanged 276
Entering Unmasked Mstep 
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Mstep: Class 2 contains 601676 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -5.09813e+07 nChanged 231
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48523 members 
Mstep: Class 2 contains 601445 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -5.098132e+07 nChanged 222
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48745 members 
Mstep: Class 2 contains 601223 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -5.098137e+07 nChanged 231
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48976 members 
Mstep: Class 2 contains 600992 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -5.098132e+07 nChanged 200
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49170 members 
Mstep: Class 2 contains 600798 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -5.098125e+07 nChanged 180
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49350 members 
Mstep: Class 2 contains 600618 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -5.098127e+07 nChanged 160
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49510 members 
Mstep: Class 2 contains 600458 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -5.098127e+07 nChanged 148
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49656 members 
Mstep: Class 2 contains 600312 members 
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	Iteration 141Q: 3 clusters Score -5.098125e+07 nChanged 132
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49788 members 
Mstep: Class 2 contains 600180 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -5.098124e+07 nChanged 124
Entering Unmasked Mstep 
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Mstep: Class 2 contains 600056 members 
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	Iteration 143Q: 3 clusters Score -5.098119e+07 nChanged 108
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50020 members 
Mstep: Class 2 contains 599948 members 
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	Iteration 144Q: 3 clusters Score -5.098123e+07 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50116 members 
Mstep: Class 2 contains 599852 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -5.098121e+07 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 2 contains 599779 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -5.098122e+07 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50263 members 
Mstep: Class 2 contains 599705 members 
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	Iteration 147Q: 3 clusters Score -5.098118e+07 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50330 members 
Mstep: Class 2 contains 599638 members 
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	Iteration 148Q: 3 clusters Score -5.098118e+07 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 2 contains 599573 members 
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	Iteration 149Q: 3 clusters Score -5.098118e+07 nChanged 55
Entering Unmasked Mstep 
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	Iteration 150Q: 3 clusters Score -5.098117e+07 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 2 contains 599467 members 
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	Iteration 151Q: 3 clusters Score -5.098116e+07 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50554 members 
Mstep: Class 2 contains 599414 members 
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	Iteration 152Q: 3 clusters Score -5.098117e+07 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 2 contains 599377 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -5.098117e+07 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50615 members 
Mstep: Class 2 contains 599353 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -5.098114e+07 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50644 members 
Mstep: Class 2 contains 599324 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -5.098118e+07 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50670 members 
Mstep: Class 2 contains 599298 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -5.098116e+07 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50692 members 
Mstep: Class 2 contains 599276 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -5.098116e+07 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50709 members 
Mstep: Class 2 contains 599259 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -5.098117e+07 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 2 contains 599232 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -5.098118e+07 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50762 members 
Mstep: Class 2 contains 599206 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -5.098114e+07 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50793 members 
Mstep: Class 2 contains 599175 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -5.098112e+07 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50818 members 
Mstep: Class 2 contains 599150 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -5.098114e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50838 members 
Mstep: Class 2 contains 599130 members 
Entering Unmasked Estep 
Score: -50981132.000000 Penalty: 6638.800781
	Iteration 163Q: 3 clusters Score -5.098113e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50856 members 
Mstep: Class 2 contains 599112 members 
Entering Unmasked Estep 
Score: -50981128.000000 Penalty: 6638.800781
	Iteration 164Q: 3 clusters Score -5.098113e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50869 members 
Mstep: Class 2 contains 599099 members 
Entering Unmasked Estep 
Score: -50981104.000000 Penalty: 6638.800781
	Iteration 165Q: 3 clusters Score -5.09811e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50882 members 
Mstep: Class 2 contains 599086 members 
Entering Unmasked Estep 
Score: -50981144.000000 Penalty: 6638.800781
	Iteration 166Q: 3 clusters Score -5.098114e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50895 members 
Mstep: Class 2 contains 599073 members 
Entering Unmasked Estep 
Score: -50981152.000000 Penalty: 6638.800781
	Iteration 167Q: 3 clusters Score -5.098115e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50906 members 
Mstep: Class 2 contains 599062 members 
Entering Unmasked Estep 
Score: -50981152.000000 Penalty: 6638.800781
	Iteration 168Q: 3 clusters Score -5.098115e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50913 members 
Mstep: Class 2 contains 599055 members 
Entering Unmasked Estep 
Score: -50981136.000000 Penalty: 6638.800781
	Iteration 169Q: 3 clusters Score -5.098114e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50920 members 
Mstep: Class 2 contains 599048 members 
Entering Unmasked Estep 
Score: -50981144.000000 Penalty: 6638.800781
	Iteration 170Q: 3 clusters Score -5.098114e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50936 members 
Mstep: Class 2 contains 599032 members 
Entering Unmasked Estep 
Score: -50981140.000000 Penalty: 6638.800781
	Iteration 171Q: 3 clusters Score -5.098114e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50950 members 
Mstep: Class 2 contains 599018 members 
Entering Unmasked Estep 
Score: -50981124.000000 Penalty: 6638.800781
	Iteration 172Q: 3 clusters Score -5.098112e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50960 members 
Mstep: Class 2 contains 599008 members 
Entering Unmasked Estep 
Score: -50981128.000000 Penalty: 6638.800781
	Iteration 173Q: 3 clusters Score -5.098113e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50966 members 
Mstep: Class 2 contains 599002 members 
Entering Unmasked Estep 
Score: -50981144.000000 Penalty: 6638.800781
	Iteration 174Q: 3 clusters Score -5.098114e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50973 members 
Mstep: Class 2 contains 598995 members 
Entering Unmasked Estep 
Score: -50981128.000000 Penalty: 6638.800781
	Iteration 175Q: 3 clusters Score -5.098113e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50978 members 
Mstep: Class 2 contains 598990 members 
Entering Unmasked Estep 
Score: -50981128.000000 Penalty: 6638.800781
	Iteration 176Q: 3 clusters Score -5.098113e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50977 members 
Mstep: Class 2 contains 598991 members 
Entering Unmasked Estep 
Score: -50981136.000000 Penalty: 6638.800781
	Iteration 177Q: 3 clusters Score -5.098114e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50977 members 
Mstep: Class 2 contains 598991 members 
Entering Unmasked Estep 
Score: -50981136.000000 Penalty: 6638.800781
	Iteration 178F: 3 clusters Score -5.098114e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 51860 members 
Mstep: Class 2 contains 3504 members 
Mstep: Class 3 contains 8416 members 
Mstep: Class 4 contains 2729 members 
Mstep: Class 5 contains 18429 members 
Mstep: Class 6 contains 24969 members 
Mstep: Class 7 contains 18061 members 
Mstep: Class 8 contains 5838 members 
Mstep: Class 9 contains 69092 members 
Mstep: Class 10 contains 72490 members 
Mstep: Class 11 contains 4769 members 
Mstep: Class 12 contains 8842 members 
Mstep: Class 13 contains 14840 members 
Mstep: Class 14 contains 4690 members 
Mstep: Class 15 contains 7763 members 
Mstep: Class 16 contains 11512 members 
Mstep: Class 17 contains 153576 members 
Mstep: Class 18 contains 7430 members 
Mstep: Class 19 contains 36611 members 
Mstep: Class 20 contains 25356 members 
Mstep: Class 21 contains 3534 members 
Mstep: Class 22 contains 3855 members 
Mstep: Class 23 contains 50977 members 
Mstep: Class 24 contains 4567 members 
Mstep: Class 25 contains 5134 members 
Mstep: Class 26 contains 62209 members 
Mstep: Class 27 contains 4620 members 
Mstep: Class 28 contains 126747 members 
Mstep: Class 29 contains 14353 members 
Mstep: Class 30 contains 37316 members 
Mstep: Class 31 contains 598991 members 
Entering Unmasked Estep 
Score: -111948128.000000 Penalty: 109139.343750
Splitting cluster 23 changes total score from -111936576.000000 to -111948128.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 24 (4567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Entering Unmasked Estep 
Score: -286219.968750 Penalty: 2089.799805
	Iteration 0F: 2 clusters Score -286220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -282135.875000 Penalty: 4179.599609
	Iteration 0F: 3 clusters Score -282135.9 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -284059.875000 Penalty: 4179.599609
	Iteration 1F: 3 clusters Score -284059.9 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -285141.031250 Penalty: 4179.599609
	Iteration 2F: 3 clusters Score -285141 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -285736.562500 Penalty: 4179.599609
	Iteration 3F: 3 clusters Score -285736.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -286005.312500 Penalty: 4179.599609
	Iteration 4F: 3 clusters Score -286005.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -286128.250000 Penalty: 4179.599609
	Iteration 5Q: 3 clusters Score -286128.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -286186.312500 Penalty: 4179.599609
	Iteration 6Q: 3 clusters Score -286186.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -286231.656250 Penalty: 4179.599609
	Iteration 7Q: 3 clusters Score -286231.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -286264.843750 Penalty: 4179.599609
	Iteration 8Q: 3 clusters Score -286264.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -286291.625000 Penalty: 4179.599609
	Iteration 9Q: 3 clusters Score -286291.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -286308.937500 Penalty: 4179.599609
	Iteration 10Q: 3 clusters Score -286308.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -286316.312500 Penalty: 4179.599609
	Iteration 11Q: 3 clusters Score -286316.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -286328.562500 Penalty: 4179.599609
	Iteration 12Q: 3 clusters Score -286328.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -286337.875000 Penalty: 4179.599609
	Iteration 13Q: 3 clusters Score -286337.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -286344.687500 Penalty: 4179.599609
	Iteration 14Q: 3 clusters Score -286344.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -286348.906250 Penalty: 4179.599609
	Iteration 15Q: 3 clusters Score -286348.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -286356.343750 Penalty: 4179.599609
	Iteration 16Q: 3 clusters Score -286356.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -286367.500000 Penalty: 4179.599609
	Iteration 17Q: 3 clusters Score -286367.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -286370.500000 Penalty: 4179.599609
	Iteration 18Q: 3 clusters Score -286370.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -286373.218750 Penalty: 4179.599609
	Iteration 19Q: 3 clusters Score -286373.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -286373.562500 Penalty: 4179.599609
	Iteration 20F: 3 clusters Score -286373.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 51860 members 
Mstep: Class 2 contains 3504 members 
Mstep: Class 3 contains 8416 members 
Mstep: Class 4 contains 2729 members 
Mstep: Class 5 contains 18429 members 
Mstep: Class 6 contains 24969 members 
Mstep: Class 7 contains 18061 members 
Mstep: Class 8 contains 5838 members 
Mstep: Class 9 contains 69092 members 
Mstep: Class 10 contains 72490 members 
Mstep: Class 11 contains 4769 members 
Mstep: Class 12 contains 8842 members 
Mstep: Class 13 contains 14840 members 
Mstep: Class 14 contains 4690 members 
Mstep: Class 15 contains 7763 members 
Mstep: Class 16 contains 11512 members 
Mstep: Class 17 contains 153576 members 
Mstep: Class 18 contains 7430 members 
Mstep: Class 19 contains 36611 members 
Mstep: Class 20 contains 25356 members 
Mstep: Class 21 contains 3534 members 
Mstep: Class 22 contains 3855 members 
Mstep: Class 23 contains 50977 members 
Mstep: Class 24 contains 3585 members 
Mstep: Class 25 contains 5134 members 
Mstep: Class 26 contains 62209 members 
Mstep: Class 27 contains 4620 members 
Mstep: Class 28 contains 126747 members 
Mstep: Class 29 contains 14353 members 
Mstep: Class 30 contains 37316 members 
Mstep: Class 31 contains 598991 members 
Mstep: Class 32 contains 982 members 
Entering Unmasked Estep 
Score: -111946976.000000 Penalty: 112659.960938
Splitting cluster 24 changes total score from -111936576.000000 to -111946976.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 25 (5134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Entering Unmasked Estep 
Score: -406143.906250 Penalty: 2118.822754
	Iteration 0F: 2 clusters Score -406143.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -401499.375000 Penalty: 4237.645508
	Iteration 0F: 3 clusters Score -401499.4 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -402642.281250 Penalty: 4237.645508
	Iteration 1F: 3 clusters Score -402642.3 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -402858.375000 Penalty: 4237.645508
	Iteration 2F: 3 clusters Score -402858.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -402977.437500 Penalty: 4237.645508
	Iteration 3Q: 3 clusters Score -402977.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -403067.531250 Penalty: 4237.645508
	Iteration 4Q: 3 clusters Score -403067.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -403141.562500 Penalty: 4237.645508
	Iteration 5Q: 3 clusters Score -403141.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -403194.250000 Penalty: 4237.645508
	Iteration 6Q: 3 clusters Score -403194.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -403245.687500 Penalty: 4237.645508
	Iteration 7Q: 3 clusters Score -403245.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -403298.375000 Penalty: 4237.645508
	Iteration 8Q: 3 clusters Score -403298.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -403358.406250 Penalty: 4237.645508
	Iteration 9Q: 3 clusters Score -403358.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -403426.750000 Penalty: 4237.645508
	Iteration 10Q: 3 clusters Score -403426.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -403501.593750 Penalty: 4237.645508
	Iteration 11Q: 3 clusters Score -403501.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -403580.968750 Penalty: 4237.645508
	Iteration 12Q: 3 clusters Score -403581 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -403661.875000 Penalty: 4237.645508
	Iteration 13Q: 3 clusters Score -403661.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -403747.000000 Penalty: 4237.645508
	Iteration 14Q: 3 clusters Score -403747 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -403830.093750 Penalty: 4237.645508
	Iteration 15Q: 3 clusters Score -403830.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -403923.562500 Penalty: 4237.645508
	Iteration 16Q: 3 clusters Score -403923.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -404018.531250 Penalty: 4237.645508
	Iteration 17Q: 3 clusters Score -404018.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -404095.656250 Penalty: 4237.645508
	Iteration 18Q: 3 clusters Score -404095.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -404155.437500 Penalty: 4237.645508
	Iteration 19Q: 3 clusters Score -404155.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -404200.937500 Penalty: 4237.645508
	Iteration 20F: 3 clusters Score -404200.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -404248.343750 Penalty: 4237.645508
	Iteration 21Q: 3 clusters Score -404248.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -404289.312500 Penalty: 4237.645508
	Iteration 22Q: 3 clusters Score -404289.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -404326.468750 Penalty: 4237.645508
	Iteration 23Q: 3 clusters Score -404326.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -404351.937500 Penalty: 4237.645508
	Iteration 24Q: 3 clusters Score -404351.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -404379.750000 Penalty: 4237.645508
	Iteration 25Q: 3 clusters Score -404379.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -404401.437500 Penalty: 4237.645508
	Iteration 26Q: 3 clusters Score -404401.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -404413.718750 Penalty: 4237.645508
	Iteration 27Q: 3 clusters Score -404413.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -404421.125000 Penalty: 4237.645508
	Iteration 28Q: 3 clusters Score -404421.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -404422.156250 Penalty: 4237.645508
	Iteration 29Q: 3 clusters Score -404422.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -404426.437500 Penalty: 4237.645508
	Iteration 30Q: 3 clusters Score -404426.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -404430.625000 Penalty: 4237.645508
	Iteration 31Q: 3 clusters Score -404430.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -404434.750000 Penalty: 4237.645508
	Iteration 32Q: 3 clusters Score -404434.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -404439.656250 Penalty: 4237.645508
	Iteration 33Q: 3 clusters Score -404439.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -404442.000000 Penalty: 4237.645508
	Iteration 34Q: 3 clusters Score -404442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -404444.843750 Penalty: 4237.645508
	Iteration 35Q: 3 clusters Score -404444.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -404446.625000 Penalty: 4237.645508
	Iteration 36Q: 3 clusters Score -404446.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -404447.593750 Penalty: 4237.645508
	Iteration 37Q: 3 clusters Score -404447.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -404449.187500 Penalty: 4237.645508
	Iteration 38Q: 3 clusters Score -404449.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -404449.000000 Penalty: 4237.645508
	Iteration 39Q: 3 clusters Score -404449 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -404449.000000 Penalty: 4237.645508
	Iteration 40F: 3 clusters Score -404449 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (62209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62209 members 
Entering Unmasked Estep 
Score: -4775225.500000 Penalty: 2737.487061
	Iteration 0F: 2 clusters Score -4775226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31299 members 
Mstep: Class 2 contains 30910 members 
Entering Unmasked Estep 
Score: -4733472.500000 Penalty: 5474.974121
	Iteration 0F: 3 clusters Score -4733472 nChanged 28962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32621 members 
Mstep: Class 2 contains 29588 members 
Entering Unmasked Estep 
Score: -4749909.000000 Penalty: 5474.974121
	Iteration 1F: 3 clusters Score -4749909 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33573 members 
Mstep: Class 2 contains 28636 members 
Entering Unmasked Estep 
Score: -4750921.500000 Penalty: 5474.974121
	Iteration 2Q: 3 clusters Score -4750922 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34966 members 
Mstep: Class 2 contains 27243 members 
Entering Unmasked Estep 
Score: -4752351.500000 Penalty: 5474.974121
	Iteration 3Q: 3 clusters Score -4752352 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36937 members 
Mstep: Class 2 contains 25272 members 
Entering Unmasked Estep 
Score: -4754302.000000 Penalty: 5474.974121
	Iteration 4F: 3 clusters Score -4754302 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39566 members 
Mstep: Class 2 contains 22643 members 
Entering Unmasked Estep 
Score: -4756839.000000 Penalty: 5474.974121
	Iteration 5F: 3 clusters Score -4756839 nChanged 4118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42606 members 
Mstep: Class 2 contains 19603 members 
Entering Unmasked Estep 
Score: -4759996.500000 Penalty: 5474.974121
	Iteration 6F: 3 clusters Score -4759996 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45649 members 
Mstep: Class 2 contains 16560 members 
Entering Unmasked Estep 
Score: -4763165.500000 Penalty: 5474.974121
	Iteration 7F: 3 clusters Score -4763166 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48354 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -4765859.000000 Penalty: 5474.974121
	Iteration 8F: 3 clusters Score -4765859 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50511 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -4767970.000000 Penalty: 5474.974121
	Iteration 9Q: 3 clusters Score -4767970 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52235 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -4769482.500000 Penalty: 5474.974121
	Iteration 10Q: 3 clusters Score -4769482 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53638 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -4770567.000000 Penalty: 5474.974121
	Iteration 11Q: 3 clusters Score -4770567 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54820 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -4771457.500000 Penalty: 5474.974121
	Iteration 12Q: 3 clusters Score -4771458 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55807 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -4772137.000000 Penalty: 5474.974121
	Iteration 13Q: 3 clusters Score -4772137 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56587 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -4772610.500000 Penalty: 5474.974121
	Iteration 14Q: 3 clusters Score -4772610 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57215 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -4772932.500000 Penalty: 5474.974121
	Iteration 15Q: 3 clusters Score -4772932 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57746 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -4773214.500000 Penalty: 5474.974121
	Iteration 16Q: 3 clusters Score -4773214 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58190 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -4773440.000000 Penalty: 5474.974121
	Iteration 17Q: 3 clusters Score -4773440 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58539 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -4773624.000000 Penalty: 5474.974121
	Iteration 18Q: 3 clusters Score -4773624 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58831 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -4773739.500000 Penalty: 5474.974121
	Iteration 19Q: 3 clusters Score -4773740 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59072 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -4773844.500000 Penalty: 5474.974121
	Iteration 20F: 3 clusters Score -4773844 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59255 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -4773932.000000 Penalty: 5474.974121
	Iteration 21Q: 3 clusters Score -4773932 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59427 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -4773994.500000 Penalty: 5474.974121
	Iteration 22Q: 3 clusters Score -4773994 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59571 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -4774044.500000 Penalty: 5474.974121
	Iteration 23Q: 3 clusters Score -4774044 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59667 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -4774102.000000 Penalty: 5474.974121
	Iteration 24Q: 3 clusters Score -4774102 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59756 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -4774151.500000 Penalty: 5474.974121
	Iteration 25Q: 3 clusters Score -4774152 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59852 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -4774199.000000 Penalty: 5474.974121
	Iteration 26Q: 3 clusters Score -4774199 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59953 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -4774266.500000 Penalty: 5474.974121
	Iteration 27Q: 3 clusters Score -4774266 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60039 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -4774332.000000 Penalty: 5474.974121
	Iteration 28Q: 3 clusters Score -4774332 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60119 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -4774406.000000 Penalty: 5474.974121
	Iteration 29Q: 3 clusters Score -4774406 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60196 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -4774487.500000 Penalty: 5474.974121
	Iteration 30Q: 3 clusters Score -4774488 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60264 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -4774541.500000 Penalty: 5474.974121
	Iteration 31Q: 3 clusters Score -4774542 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60307 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -4774583.000000 Penalty: 5474.974121
	Iteration 32Q: 3 clusters Score -4774583 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60346 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -4774615.500000 Penalty: 5474.974121
	Iteration 33Q: 3 clusters Score -4774616 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60365 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -4774631.000000 Penalty: 5474.974121
	Iteration 34Q: 3 clusters Score -4774631 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60380 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -4774641.000000 Penalty: 5474.974121
	Iteration 35Q: 3 clusters Score -4774641 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60391 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -4774645.000000 Penalty: 5474.974121
	Iteration 36Q: 3 clusters Score -4774645 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60400 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -4774647.500000 Penalty: 5474.974121
	Iteration 37Q: 3 clusters Score -4774648 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60399 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -4774645.500000 Penalty: 5474.974121
	Iteration 38Q: 3 clusters Score -4774646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60398 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -4774645.000000 Penalty: 5474.974121
	Iteration 39Q: 3 clusters Score -4774645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60397 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -4774646.000000 Penalty: 5474.974121
	Iteration 40F: 3 clusters Score -4774646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60396 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -4774646.000000 Penalty: 5474.974121
	Iteration 41Q: 3 clusters Score -4774646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60396 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -4774646.000000 Penalty: 5474.974121
	Iteration 42F: 3 clusters Score -4774646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Entering Unmasked Estep 
Score: -340364.375000 Penalty: 2092.661377
	Iteration 0F: 2 clusters Score -340364.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -336173.468750 Penalty: 4185.322754
	Iteration 0F: 3 clusters Score -336173.5 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -337108.750000 Penalty: 4185.322754
	Iteration 1F: 3 clusters Score -337108.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -337294.312500 Penalty: 4185.322754
	Iteration 2F: 3 clusters Score -337294.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -337421.250000 Penalty: 4185.322754
	Iteration 3Q: 3 clusters Score -337421.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -337541.687500 Penalty: 4185.322754
	Iteration 4Q: 3 clusters Score -337541.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -337663.156250 Penalty: 4185.322754
	Iteration 5Q: 3 clusters Score -337663.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -337741.937500 Penalty: 4185.322754
	Iteration 6Q: 3 clusters Score -337741.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -337807.968750 Penalty: 4185.322754
	Iteration 7Q: 3 clusters Score -337808 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -337889.343750 Penalty: 4185.322754
	Iteration 8Q: 3 clusters Score -337889.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -337979.687500 Penalty: 4185.322754
	Iteration 9Q: 3 clusters Score -337979.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -338078.062500 Penalty: 4185.322754
	Iteration 10Q: 3 clusters Score -338078.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -338206.718750 Penalty: 4185.322754
	Iteration 11Q: 3 clusters Score -338206.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -338379.875000 Penalty: 4185.322754
	Iteration 12Q: 3 clusters Score -338379.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -338563.906250 Penalty: 4185.322754
	Iteration 13Q: 3 clusters Score -338563.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -338788.875000 Penalty: 4185.322754
	Iteration 14Q: 3 clusters Score -338788.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -339003.375000 Penalty: 4185.322754
	Iteration 15Q: 3 clusters Score -339003.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -339156.718750 Penalty: 4185.322754
	Iteration 16Q: 3 clusters Score -339156.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -339285.437500 Penalty: 4185.322754
	Iteration 17Q: 3 clusters Score -339285.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -339392.656250 Penalty: 4185.322754
	Iteration 18Q: 3 clusters Score -339392.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -339461.375000 Penalty: 4185.322754
	Iteration 19Q: 3 clusters Score -339461.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -339527.968750 Penalty: 4185.322754
	Iteration 20F: 3 clusters Score -339528 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -339593.281250 Penalty: 4185.322754
	Iteration 21Q: 3 clusters Score -339593.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -339663.968750 Penalty: 4185.322754
	Iteration 22Q: 3 clusters Score -339664 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -339714.406250 Penalty: 4185.322754
	Iteration 23Q: 3 clusters Score -339714.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -339739.843750 Penalty: 4185.322754
	Iteration 24Q: 3 clusters Score -339739.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -339750.968750 Penalty: 4185.322754
	Iteration 25Q: 3 clusters Score -339751 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -339755.937500 Penalty: 4185.322754
	Iteration 26Q: 3 clusters Score -339755.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -339760.187500 Penalty: 4185.322754
	Iteration 27Q: 3 clusters Score -339760.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -339764.656250 Penalty: 4185.322754
	Iteration 28Q: 3 clusters Score -339764.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -339767.937500 Penalty: 4185.322754
	Iteration 29Q: 3 clusters Score -339767.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -339770.500000 Penalty: 4185.322754
	Iteration 30Q: 3 clusters Score -339770.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -339772.968750 Penalty: 4185.322754
	Iteration 31Q: 3 clusters Score -339773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -339773.906250 Penalty: 4185.322754
	Iteration 32Q: 3 clusters Score -339773.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -339775.281250 Penalty: 4185.322754
	Iteration 33Q: 3 clusters Score -339775.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -339777.625000 Penalty: 4185.322754
	Iteration 34Q: 3 clusters Score -339777.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -339779.500000 Penalty: 4185.322754
	Iteration 35Q: 3 clusters Score -339779.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -339780.187500 Penalty: 4185.322754
	Iteration 36Q: 3 clusters Score -339780.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -339780.812500 Penalty: 4185.322754
	Iteration 37Q: 3 clusters Score -339780.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -339781.343750 Penalty: 4185.322754
	Iteration 38Q: 3 clusters Score -339781.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -339784.218750 Penalty: 4185.322754
	Iteration 39Q: 3 clusters Score -339784.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -339784.375000 Penalty: 4185.322754
	Iteration 40F: 3 clusters Score -339784.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -339785.406250 Penalty: 4185.322754
	Iteration 41Q: 3 clusters Score -339785.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -339785.468750 Penalty: 4185.322754
	Iteration 42Q: 3 clusters Score -339785.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -339785.718750 Penalty: 4185.322754
	Iteration 43Q: 3 clusters Score -339785.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -339785.843750 Penalty: 4185.322754
	Iteration 44Q: 3 clusters Score -339785.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -339787.437500 Penalty: 4185.322754
	Iteration 45Q: 3 clusters Score -339787.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -339788.812500 Penalty: 4185.322754
	Iteration 46Q: 3 clusters Score -339788.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -339789.031250 Penalty: 4185.322754
	Iteration 47Q: 3 clusters Score -339789 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -339791.218750 Penalty: 4185.322754
	Iteration 48Q: 3 clusters Score -339791.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -339793.437500 Penalty: 4185.322754
	Iteration 49Q: 3 clusters Score -339793.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -339797.843750 Penalty: 4185.322754
	Iteration 50Q: 3 clusters Score -339797.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -339802.406250 Penalty: 4185.322754
	Iteration 51Q: 3 clusters Score -339802.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -339807.125000 Penalty: 4185.322754
	Iteration 52Q: 3 clusters Score -339807.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -339813.281250 Penalty: 4185.322754
	Iteration 53Q: 3 clusters Score -339813.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -339823.625000 Penalty: 4185.322754
	Iteration 54Q: 3 clusters Score -339823.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -339831.312500 Penalty: 4185.322754
	Iteration 55Q: 3 clusters Score -339831.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -339845.593750 Penalty: 4185.322754
	Iteration 56Q: 3 clusters Score -339845.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -339865.218750 Penalty: 4185.322754
	Iteration 57Q: 3 clusters Score -339865.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -339890.625000 Penalty: 4185.322754
	Iteration 58Q: 3 clusters Score -339890.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -339907.968750 Penalty: 4185.322754
	Iteration 59Q: 3 clusters Score -339908 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -339920.218750 Penalty: 4185.322754
	Iteration 60F: 3 clusters Score -339920.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -339927.593750 Penalty: 4185.322754
	Iteration 61Q: 3 clusters Score -339927.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -339933.781250 Penalty: 4185.322754
	Iteration 62Q: 3 clusters Score -339933.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -339938.812500 Penalty: 4185.322754
	Iteration 63Q: 3 clusters Score -339938.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -339941.406250 Penalty: 4185.322754
	Iteration 64Q: 3 clusters Score -339941.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -339946.468750 Penalty: 4185.322754
	Iteration 65Q: 3 clusters Score -339946.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -339948.687500 Penalty: 4185.322754
	Iteration 66Q: 3 clusters Score -339948.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -339954.593750 Penalty: 4185.322754
	Iteration 67Q: 3 clusters Score -339954.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -339958.156250 Penalty: 4185.322754
	Iteration 68Q: 3 clusters Score -339958.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -339960.781250 Penalty: 4185.322754
	Iteration 69Q: 3 clusters Score -339960.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -339965.218750 Penalty: 4185.322754
	Iteration 70Q: 3 clusters Score -339965.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -339972.968750 Penalty: 4185.322754
	Iteration 71Q: 3 clusters Score -339973 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -339980.875000 Penalty: 4185.322754
	Iteration 72Q: 3 clusters Score -339980.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -339997.406250 Penalty: 4185.322754
	Iteration 73Q: 3 clusters Score -339997.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -340018.906250 Penalty: 4185.322754
	Iteration 74Q: 3 clusters Score -340018.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -340029.375000 Penalty: 4185.322754
	Iteration 75Q: 3 clusters Score -340029.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -340031.187500 Penalty: 4185.322754
	Iteration 76Q: 3 clusters Score -340031.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -340032.125000 Penalty: 4185.322754
	Iteration 77Q: 3 clusters Score -340032.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -340032.093750 Penalty: 4185.322754
	Iteration 78Q: 3 clusters Score -340032.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -340032.562500 Penalty: 4185.322754
	Iteration 79Q: 3 clusters Score -340032.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -340034.187500 Penalty: 4185.322754
	Iteration 80F: 3 clusters Score -340034.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -340036.656250 Penalty: 4185.322754
	Iteration 81Q: 3 clusters Score -340036.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -340036.625000 Penalty: 4185.322754
	Iteration 82Q: 3 clusters Score -340036.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -340036.625000 Penalty: 4185.322754
	Iteration 83F: 3 clusters Score -340036.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (126747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126747 members 
Entering Unmasked Estep 
Score: -10097321.000000 Penalty: 2913.987305
	Iteration 0F: 2 clusters Score -1.009732e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63343 members 
Mstep: Class 2 contains 63404 members 
Entering Unmasked Estep 
Score: -10012662.000000 Penalty: 5827.974609
	Iteration 0F: 3 clusters Score -1.001266e+07 nChanged 60061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62450 members 
Mstep: Class 2 contains 64297 members 
Entering Unmasked Estep 
Score: -10046677.000000 Penalty: 5827.974609
	Iteration 1F: 3 clusters Score -1.004668e+07 nChanged 3862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61856 members 
Mstep: Class 2 contains 64891 members 
Entering Unmasked Estep 
Score: -10047514.000000 Penalty: 5827.974609
	Iteration 2Q: 3 clusters Score -1.004751e+07 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60960 members 
Mstep: Class 2 contains 65787 members 
Entering Unmasked Estep 
Score: -10048197.000000 Penalty: 5827.974609
	Iteration 3Q: 3 clusters Score -1.00482e+07 nChanged 3923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59551 members 
Mstep: Class 2 contains 67196 members 
Entering Unmasked Estep 
Score: -10049174.000000 Penalty: 5827.974609
	Iteration 4Q: 3 clusters Score -1.004917e+07 nChanged 4302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57363 members 
Mstep: Class 2 contains 69384 members 
Entering Unmasked Estep 
Score: -10050485.000000 Penalty: 5827.974609
	Iteration 5Q: 3 clusters Score -1.005048e+07 nChanged 5144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54035 members 
Mstep: Class 2 contains 72712 members 
Entering Unmasked Estep 
Score: -10052276.000000 Penalty: 5827.974609
	Iteration 6Q: 3 clusters Score -1.005228e+07 nChanged 6340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49173 members 
Mstep: Class 2 contains 77574 members 
Entering Unmasked Estep 
Score: -10055445.000000 Penalty: 5827.974609
	Iteration 7F: 3 clusters Score -1.005544e+07 nChanged 7843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42522 members 
Mstep: Class 2 contains 84225 members 
Entering Unmasked Estep 
Score: -10060543.000000 Penalty: 5827.974609
	Iteration 8F: 3 clusters Score -1.006054e+07 nChanged 9093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34455 members 
Mstep: Class 2 contains 92292 members 
Entering Unmasked Estep 
Score: -10067913.000000 Penalty: 5827.974609
	Iteration 9F: 3 clusters Score -1.006791e+07 nChanged 8762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26637 members 
Mstep: Class 2 contains 100110 members 
Entering Unmasked Estep 
Score: -10076079.000000 Penalty: 5827.974609
	Iteration 10F: 3 clusters Score -1.007608e+07 nChanged 6992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20529 members 
Mstep: Class 2 contains 106218 members 
Entering Unmasked Estep 
Score: -10082826.000000 Penalty: 5827.974609
	Iteration 11F: 3 clusters Score -1.008283e+07 nChanged 4714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16735 members 
Mstep: Class 2 contains 110012 members 
Entering Unmasked Estep 
Score: -10086934.000000 Penalty: 5827.974609
	Iteration 12Q: 3 clusters Score -1.008693e+07 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 112444 members 
Entering Unmasked Estep 
Score: -10089213.000000 Penalty: 5827.974609
	Iteration 13Q: 3 clusters Score -1.008921e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 114269 members 
Entering Unmasked Estep 
Score: -10090626.000000 Penalty: 5827.974609
	Iteration 14Q: 3 clusters Score -1.009063e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 115750 members 
Entering Unmasked Estep 
Score: -10091574.000000 Penalty: 5827.974609
	Iteration 15Q: 3 clusters Score -1.009157e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 116972 members 
Entering Unmasked Estep 
Score: -10092236.000000 Penalty: 5827.974609
	Iteration 16Q: 3 clusters Score -1.009224e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 117942 members 
Entering Unmasked Estep 
Score: -10092726.000000 Penalty: 5827.974609
	Iteration 17Q: 3 clusters Score -1.009273e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 118779 members 
Entering Unmasked Estep 
Score: -10093131.000000 Penalty: 5827.974609
	Iteration 18Q: 3 clusters Score -1.009313e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 119509 members 
Entering Unmasked Estep 
Score: -10093509.000000 Penalty: 5827.974609
	Iteration 19Q: 3 clusters Score -1.009351e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 120108 members 
Entering Unmasked Estep 
Score: -10093750.000000 Penalty: 5827.974609
	Iteration 20F: 3 clusters Score -1.009375e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 120611 members 
Entering Unmasked Estep 
Score: -10093945.000000 Penalty: 5827.974609
	Iteration 21Q: 3 clusters Score -1.009394e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 121029 members 
Entering Unmasked Estep 
Score: -10094058.000000 Penalty: 5827.974609
	Iteration 22Q: 3 clusters Score -1.009406e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 121404 members 
Entering Unmasked Estep 
Score: -10094181.000000 Penalty: 5827.974609
	Iteration 23Q: 3 clusters Score -1.009418e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 121731 members 
Entering Unmasked Estep 
Score: -10094291.000000 Penalty: 5827.974609
	Iteration 24Q: 3 clusters Score -1.009429e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 122029 members 
Entering Unmasked Estep 
Score: -10094394.000000 Penalty: 5827.974609
	Iteration 25Q: 3 clusters Score -1.009439e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 122313 members 
Entering Unmasked Estep 
Score: -10094498.000000 Penalty: 5827.974609
	Iteration 26Q: 3 clusters Score -1.00945e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 122561 members 
Entering Unmasked Estep 
Score: -10094581.000000 Penalty: 5827.974609
	Iteration 27Q: 3 clusters Score -1.009458e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 122777 members 
Entering Unmasked Estep 
Score: -10094618.000000 Penalty: 5827.974609
	Iteration 28Q: 3 clusters Score -1.009462e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 122947 members 
Entering Unmasked Estep 
Score: -10094722.000000 Penalty: 5827.974609
	Iteration 29Q: 3 clusters Score -1.009472e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 123092 members 
Entering Unmasked Estep 
Score: -10094761.000000 Penalty: 5827.974609
	Iteration 30Q: 3 clusters Score -1.009476e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 123210 members 
Entering Unmasked Estep 
Score: -10094786.000000 Penalty: 5827.974609
	Iteration 31Q: 3 clusters Score -1.009479e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 123311 members 
Entering Unmasked Estep 
Score: -10094827.000000 Penalty: 5827.974609
	Iteration 32Q: 3 clusters Score -1.009483e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 123393 members 
Entering Unmasked Estep 
Score: -10094844.000000 Penalty: 5827.974609
	Iteration 33Q: 3 clusters Score -1.009484e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 123469 members 
Entering Unmasked Estep 
Score: -10094859.000000 Penalty: 5827.974609
	Iteration 34Q: 3 clusters Score -1.009486e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 123521 members 
Entering Unmasked Estep 
Score: -10094854.000000 Penalty: 5827.974609
	Iteration 35Q: 3 clusters Score -1.009485e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 123559 members 
Entering Unmasked Estep 
Score: -10094872.000000 Penalty: 5827.974609
	Iteration 36Q: 3 clusters Score -1.009487e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 123593 members 
Entering Unmasked Estep 
Score: -10094881.000000 Penalty: 5827.974609
	Iteration 37Q: 3 clusters Score -1.009488e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 123622 members 
Entering Unmasked Estep 
Score: -10094893.000000 Penalty: 5827.974609
	Iteration 38Q: 3 clusters Score -1.009489e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 123650 members 
Entering Unmasked Estep 
Score: -10094911.000000 Penalty: 5827.974609
	Iteration 39Q: 3 clusters Score -1.009491e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 123686 members 
Entering Unmasked Estep 
Score: -10094912.000000 Penalty: 5827.974609
	Iteration 40F: 3 clusters Score -1.009491e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 123712 members 
Entering Unmasked Estep 
Score: -10094913.000000 Penalty: 5827.974609
	Iteration 41Q: 3 clusters Score -1.009491e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 123740 members 
Entering Unmasked Estep 
Score: -10094921.000000 Penalty: 5827.974609
	Iteration 42Q: 3 clusters Score -1.009492e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 123773 members 
Entering Unmasked Estep 
Score: -10094939.000000 Penalty: 5827.974609
	Iteration 43Q: 3 clusters Score -1.009494e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 123809 members 
Entering Unmasked Estep 
Score: -10094967.000000 Penalty: 5827.974609
	Iteration 44Q: 3 clusters Score -1.009497e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 123841 members 
Entering Unmasked Estep 
Score: -10094966.000000 Penalty: 5827.974609
	Iteration 45Q: 3 clusters Score -1.009497e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 123876 members 
Entering Unmasked Estep 
Score: -10094968.000000 Penalty: 5827.974609
	Iteration 46Q: 3 clusters Score -1.009497e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 123910 members 
Entering Unmasked Estep 
Score: -10094974.000000 Penalty: 5827.974609
	Iteration 47Q: 3 clusters Score -1.009497e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 123948 members 
Entering Unmasked Estep 
Score: -10094982.000000 Penalty: 5827.974609
	Iteration 48Q: 3 clusters Score -1.009498e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 123984 members 
Entering Unmasked Estep 
Score: -10094980.000000 Penalty: 5827.974609
	Iteration 49Q: 3 clusters Score -1.009498e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 124022 members 
Entering Unmasked Estep 
Score: -10094996.000000 Penalty: 5827.974609
	Iteration 50Q: 3 clusters Score -1.0095e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 124049 members 
Entering Unmasked Estep 
Score: -10095006.000000 Penalty: 5827.974609
	Iteration 51Q: 3 clusters Score -1.009501e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 124069 members 
Entering Unmasked Estep 
Score: -10095006.000000 Penalty: 5827.974609
	Iteration 52Q: 3 clusters Score -1.009501e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 124082 members 
Entering Unmasked Estep 
Score: -10095002.000000 Penalty: 5827.974609
	Iteration 53Q: 3 clusters Score -1.0095e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 124093 members 
Entering Unmasked Estep 
Score: -10094998.000000 Penalty: 5827.974609
	Iteration 54Q: 3 clusters Score -1.0095e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 124104 members 
Entering Unmasked Estep 
Score: -10095014.000000 Penalty: 5827.974609
	Iteration 55Q: 3 clusters Score -1.009501e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 124113 members 
Entering Unmasked Estep 
Score: -10095019.000000 Penalty: 5827.974609
	Iteration 56Q: 3 clusters Score -1.009502e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 124122 members 
Entering Unmasked Estep 
Score: -10095025.000000 Penalty: 5827.974609
	Iteration 57Q: 3 clusters Score -1.009502e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 124140 members 
Entering Unmasked Estep 
Score: -10095044.000000 Penalty: 5827.974609
	Iteration 58Q: 3 clusters Score -1.009504e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 124154 members 
Entering Unmasked Estep 
Score: -10095045.000000 Penalty: 5827.974609
	Iteration 59Q: 3 clusters Score -1.009504e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 124163 members 
Entering Unmasked Estep 
Score: -10095046.000000 Penalty: 5827.974609
	Iteration 60F: 3 clusters Score -1.009505e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 124179 members 
Entering Unmasked Estep 
Score: -10095047.000000 Penalty: 5827.974609
	Iteration 61Q: 3 clusters Score -1.009505e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 124197 members 
Entering Unmasked Estep 
Score: -10095050.000000 Penalty: 5827.974609
	Iteration 62Q: 3 clusters Score -1.009505e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 124217 members 
Entering Unmasked Estep 
Score: -10095048.000000 Penalty: 5827.974609
	Iteration 63Q: 3 clusters Score -1.009505e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 124234 members 
Entering Unmasked Estep 
Score: -10095051.000000 Penalty: 5827.974609
	Iteration 64Q: 3 clusters Score -1.009505e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 124249 members 
Entering Unmasked Estep 
Score: -10095046.000000 Penalty: 5827.974609
	Iteration 65Q: 3 clusters Score -1.009505e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 124267 members 
Entering Unmasked Estep 
Score: -10095055.000000 Penalty: 5827.974609
	Iteration 66Q: 3 clusters Score -1.009506e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 124284 members 
Entering Unmasked Estep 
Score: -10095060.000000 Penalty: 5827.974609
	Iteration 67Q: 3 clusters Score -1.009506e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 124297 members 
Entering Unmasked Estep 
Score: -10095056.000000 Penalty: 5827.974609
	Iteration 68Q: 3 clusters Score -1.009506e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 124309 members 
Entering Unmasked Estep 
Score: -10095061.000000 Penalty: 5827.974609
	Iteration 69Q: 3 clusters Score -1.009506e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 124320 members 
Entering Unmasked Estep 
Score: -10095041.000000 Penalty: 5827.974609
	Iteration 70Q: 3 clusters Score -1.009504e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 124324 members 
Entering Unmasked Estep 
Score: -10095051.000000 Penalty: 5827.974609
	Iteration 71Q: 3 clusters Score -1.009505e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 124332 members 
Entering Unmasked Estep 
Score: -10095052.000000 Penalty: 5827.974609
	Iteration 72Q: 3 clusters Score -1.009505e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 124342 members 
Entering Unmasked Estep 
Score: -10095059.000000 Penalty: 5827.974609
	Iteration 73Q: 3 clusters Score -1.009506e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 124350 members 
Entering Unmasked Estep 
Score: -10095063.000000 Penalty: 5827.974609
	Iteration 74Q: 3 clusters Score -1.009506e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 124362 members 
Entering Unmasked Estep 
Score: -10095065.000000 Penalty: 5827.974609
	Iteration 75Q: 3 clusters Score -1.009506e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 124376 members 
Entering Unmasked Estep 
Score: -10095086.000000 Penalty: 5827.974609
	Iteration 76Q: 3 clusters Score -1.009509e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 124386 members 
Entering Unmasked Estep 
Score: -10095098.000000 Penalty: 5827.974609
	Iteration 77Q: 3 clusters Score -1.00951e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 124390 members 
Entering Unmasked Estep 
Score: -10095092.000000 Penalty: 5827.974609
	Iteration 78Q: 3 clusters Score -1.009509e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 124400 members 
Entering Unmasked Estep 
Score: -10095090.000000 Penalty: 5827.974609
	Iteration 79Q: 3 clusters Score -1.009509e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 124409 members 
Entering Unmasked Estep 
Score: -10095090.000000 Penalty: 5827.974609
	Iteration 80F: 3 clusters Score -1.009509e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 124415 members 
Entering Unmasked Estep 
Score: -10095081.000000 Penalty: 5827.974609
	Iteration 81Q: 3 clusters Score -1.009508e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 124420 members 
Entering Unmasked Estep 
Score: -10095077.000000 Penalty: 5827.974609
	Iteration 82Q: 3 clusters Score -1.009508e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 124427 members 
Entering Unmasked Estep 
Score: -10095075.000000 Penalty: 5827.974609
	Iteration 83Q: 3 clusters Score -1.009508e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 124441 members 
Entering Unmasked Estep 
Score: -10095071.000000 Penalty: 5827.974609
	Iteration 84Q: 3 clusters Score -1.009507e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 124453 members 
Entering Unmasked Estep 
Score: -10095074.000000 Penalty: 5827.974609
	Iteration 85Q: 3 clusters Score -1.009507e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 124461 members 
Entering Unmasked Estep 
Score: -10095080.000000 Penalty: 5827.974609
	Iteration 86Q: 3 clusters Score -1.009508e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 124468 members 
Entering Unmasked Estep 
Score: -10095075.000000 Penalty: 5827.974609
	Iteration 87Q: 3 clusters Score -1.009508e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 124472 members 
Entering Unmasked Estep 
Score: -10095071.000000 Penalty: 5827.974609
	Iteration 88Q: 3 clusters Score -1.009507e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 124475 members 
Entering Unmasked Estep 
Score: -10095072.000000 Penalty: 5827.974609
	Iteration 89Q: 3 clusters Score -1.009507e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 124478 members 
Entering Unmasked Estep 
Score: -10095069.000000 Penalty: 5827.974609
	Iteration 90Q: 3 clusters Score -1.009507e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 124480 members 
Entering Unmasked Estep 
Score: -10095068.000000 Penalty: 5827.974609
	Iteration 91Q: 3 clusters Score -1.009507e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 124484 members 
Entering Unmasked Estep 
Score: -10095069.000000 Penalty: 5827.974609
	Iteration 92Q: 3 clusters Score -1.009507e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 124489 members 
Entering Unmasked Estep 
Score: -10095067.000000 Penalty: 5827.974609
	Iteration 93Q: 3 clusters Score -1.009507e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 124493 members 
Entering Unmasked Estep 
Score: -10095070.000000 Penalty: 5827.974609
	Iteration 94Q: 3 clusters Score -1.009507e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 124499 members 
Entering Unmasked Estep 
Score: -10095063.000000 Penalty: 5827.974609
	Iteration 95Q: 3 clusters Score -1.009506e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 124505 members 
Entering Unmasked Estep 
Score: -10095070.000000 Penalty: 5827.974609
	Iteration 96Q: 3 clusters Score -1.009507e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 124514 members 
Entering Unmasked Estep 
Score: -10095076.000000 Penalty: 5827.974609
	Iteration 97Q: 3 clusters Score -1.009508e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 124520 members 
Entering Unmasked Estep 
Score: -10095071.000000 Penalty: 5827.974609
	Iteration 98Q: 3 clusters Score -1.009507e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 124526 members 
Entering Unmasked Estep 
Score: -10095075.000000 Penalty: 5827.974609
	Iteration 99Q: 3 clusters Score -1.009508e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 124532 members 
Entering Unmasked Estep 
Score: -10095094.000000 Penalty: 5827.974609
	Iteration 100F: 3 clusters Score -1.009509e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 124544 members 
Entering Unmasked Estep 
Score: -10095085.000000 Penalty: 5827.974609
	Iteration 101Q: 3 clusters Score -1.009508e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 124556 members 
Entering Unmasked Estep 
Score: -10095083.000000 Penalty: 5827.974609
	Iteration 102Q: 3 clusters Score -1.009508e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 124569 members 
Entering Unmasked Estep 
Score: -10095093.000000 Penalty: 5827.974609
	Iteration 103Q: 3 clusters Score -1.009509e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 124578 members 
Entering Unmasked Estep 
Score: -10095079.000000 Penalty: 5827.974609
	Iteration 104Q: 3 clusters Score -1.009508e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 124585 members 
Entering Unmasked Estep 
Score: -10095077.000000 Penalty: 5827.974609
	Iteration 105Q: 3 clusters Score -1.009508e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 124593 members 
Entering Unmasked Estep 
Score: -10095082.000000 Penalty: 5827.974609
	Iteration 106Q: 3 clusters Score -1.009508e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 124595 members 
Entering Unmasked Estep 
Score: -10095087.000000 Penalty: 5827.974609
	Iteration 107Q: 3 clusters Score -1.009509e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 124596 members 
Entering Unmasked Estep 
Score: -10095085.000000 Penalty: 5827.974609
	Iteration 108Q: 3 clusters Score -1.009508e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 124598 members 
Entering Unmasked Estep 
Score: -10095082.000000 Penalty: 5827.974609
	Iteration 109Q: 3 clusters Score -1.009508e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 124600 members 
Entering Unmasked Estep 
Score: -10095077.000000 Penalty: 5827.974609
	Iteration 110Q: 3 clusters Score -1.009508e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 124602 members 
Entering Unmasked Estep 
Score: -10095078.000000 Penalty: 5827.974609
	Iteration 111Q: 3 clusters Score -1.009508e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 124604 members 
Entering Unmasked Estep 
Score: -10095081.000000 Penalty: 5827.974609
	Iteration 112Q: 3 clusters Score -1.009508e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 124607 members 
Entering Unmasked Estep 
Score: -10095086.000000 Penalty: 5827.974609
	Iteration 113Q: 3 clusters Score -1.009509e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 124609 members 
Entering Unmasked Estep 
Score: -10095083.000000 Penalty: 5827.974609
	Iteration 114Q: 3 clusters Score -1.009508e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 124612 members 
Entering Unmasked Estep 
Score: -10095085.000000 Penalty: 5827.974609
	Iteration 115Q: 3 clusters Score -1.009508e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 124619 members 
Entering Unmasked Estep 
Score: -10095104.000000 Penalty: 5827.974609
	Iteration 116Q: 3 clusters Score -1.00951e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 124627 members 
Entering Unmasked Estep 
Score: -10095093.000000 Penalty: 5827.974609
	Iteration 117Q: 3 clusters Score -1.009509e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 124632 members 
Entering Unmasked Estep 
Score: -10095101.000000 Penalty: 5827.974609
	Iteration 118Q: 3 clusters Score -1.00951e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 124636 members 
Entering Unmasked Estep 
Score: -10095100.000000 Penalty: 5827.974609
	Iteration 119Q: 3 clusters Score -1.00951e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 124644 members 
Entering Unmasked Estep 
Score: -10095101.000000 Penalty: 5827.974609
	Iteration 120F: 3 clusters Score -1.00951e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 124648 members 
Entering Unmasked Estep 
Score: -10095105.000000 Penalty: 5827.974609
	Iteration 121Q: 3 clusters Score -1.00951e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 124652 members 
Entering Unmasked Estep 
Score: -10095109.000000 Penalty: 5827.974609
	Iteration 122Q: 3 clusters Score -1.009511e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 124656 members 
Entering Unmasked Estep 
Score: -10095103.000000 Penalty: 5827.974609
	Iteration 123Q: 3 clusters Score -1.00951e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 124657 members 
Entering Unmasked Estep 
Score: -10095102.000000 Penalty: 5827.974609
	Iteration 124Q: 3 clusters Score -1.00951e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 124659 members 
Entering Unmasked Estep 
Score: -10095096.000000 Penalty: 5827.974609
	Iteration 125Q: 3 clusters Score -1.00951e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 124660 members 
Entering Unmasked Estep 
Score: -10095100.000000 Penalty: 5827.974609
	Iteration 126Q: 3 clusters Score -1.00951e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 124660 members 
Entering Unmasked Estep 
Score: -10095100.000000 Penalty: 5827.974609
	Iteration 127F: 3 clusters Score -1.00951e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (14353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Entering Unmasked Estep 
Score: -1146322.375000 Penalty: 2373.785156
	Iteration 0F: 2 clusters Score -1146322 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1135899.875000 Penalty: 4747.570312
	Iteration 0F: 3 clusters Score -1135900 nChanged 6183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1139439.000000 Penalty: 4747.570312
	Iteration 1F: 3 clusters Score -1139439 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -1140119.500000 Penalty: 4747.570312
	Iteration 2F: 3 clusters Score -1140120 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1140770.375000 Penalty: 4747.570312
	Iteration 3F: 3 clusters Score -1140770 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1141447.625000 Penalty: 4747.570312
	Iteration 4F: 3 clusters Score -1141448 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1142083.125000 Penalty: 4747.570312
	Iteration 5F: 3 clusters Score -1142083 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1142659.500000 Penalty: 4747.570312
	Iteration 6F: 3 clusters Score -1142660 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1143176.375000 Penalty: 4747.570312
	Iteration 7F: 3 clusters Score -1143176 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1143589.750000 Penalty: 4747.570312
	Iteration 8Q: 3 clusters Score -1143590 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1143916.375000 Penalty: 4747.570312
	Iteration 9Q: 3 clusters Score -1143916 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1144164.375000 Penalty: 4747.570312
	Iteration 10Q: 3 clusters Score -1144164 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1144333.125000 Penalty: 4747.570312
	Iteration 11Q: 3 clusters Score -1144333 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1144455.375000 Penalty: 4747.570312
	Iteration 12Q: 3 clusters Score -1144455 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1144543.500000 Penalty: 4747.570312
	Iteration 13Q: 3 clusters Score -1144544 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1144604.750000 Penalty: 4747.570312
	Iteration 14Q: 3 clusters Score -1144605 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1144659.500000 Penalty: 4747.570312
	Iteration 15Q: 3 clusters Score -1144660 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1144694.000000 Penalty: 4747.570312
	Iteration 16Q: 3 clusters Score -1144694 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1144724.250000 Penalty: 4747.570312
	Iteration 17Q: 3 clusters Score -1144724 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1144747.500000 Penalty: 4747.570312
	Iteration 18Q: 3 clusters Score -1144748 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1144772.125000 Penalty: 4747.570312
	Iteration 19Q: 3 clusters Score -1144772 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1144805.125000 Penalty: 4747.570312
	Iteration 20F: 3 clusters Score -1144805 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -1144828.250000 Penalty: 4747.570312
	Iteration 21Q: 3 clusters Score -1144828 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -1144863.750000 Penalty: 4747.570312
	Iteration 22Q: 3 clusters Score -1144864 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -1144895.625000 Penalty: 4747.570312
	Iteration 23Q: 3 clusters Score -1144896 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1144918.250000 Penalty: 4747.570312
	Iteration 24Q: 3 clusters Score -1144918 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -1144940.250000 Penalty: 4747.570312
	Iteration 25Q: 3 clusters Score -1144940 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -1144945.875000 Penalty: 4747.570312
	Iteration 26Q: 3 clusters Score -1144946 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -1144959.625000 Penalty: 4747.570312
	Iteration 27Q: 3 clusters Score -1144960 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1144968.375000 Penalty: 4747.570312
	Iteration 28Q: 3 clusters Score -1144968 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -1144975.375000 Penalty: 4747.570312
	Iteration 29Q: 3 clusters Score -1144975 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -1144985.375000 Penalty: 4747.570312
	Iteration 30Q: 3 clusters Score -1144985 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -1144989.000000 Penalty: 4747.570312
	Iteration 31Q: 3 clusters Score -1144989 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -1144997.000000 Penalty: 4747.570312
	Iteration 32Q: 3 clusters Score -1144997 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -1145005.000000 Penalty: 4747.570312
	Iteration 33Q: 3 clusters Score -1145005 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -1145010.250000 Penalty: 4747.570312
	Iteration 34Q: 3 clusters Score -1145010 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -1145014.625000 Penalty: 4747.570312
	Iteration 35Q: 3 clusters Score -1145015 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -1145018.875000 Penalty: 4747.570312
	Iteration 36Q: 3 clusters Score -1145019 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -1145020.125000 Penalty: 4747.570312
	Iteration 37Q: 3 clusters Score -1145020 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -1145023.250000 Penalty: 4747.570312
	Iteration 38Q: 3 clusters Score -1145023 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -1145025.875000 Penalty: 4747.570312
	Iteration 39Q: 3 clusters Score -1145026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -1145025.625000 Penalty: 4747.570312
	Iteration 40F: 3 clusters Score -1145026 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -1145027.000000 Penalty: 4747.570312
	Iteration 41Q: 3 clusters Score -1145027 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -1145027.125000 Penalty: 4747.570312
	Iteration 42Q: 3 clusters Score -1145027 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -1145030.625000 Penalty: 4747.570312
	Iteration 43Q: 3 clusters Score -1145031 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -1145033.250000 Penalty: 4747.570312
	Iteration 44Q: 3 clusters Score -1145033 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -1145032.500000 Penalty: 4747.570312
	Iteration 45Q: 3 clusters Score -1145032 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -1145034.125000 Penalty: 4747.570312
	Iteration 46Q: 3 clusters Score -1145034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -1145031.750000 Penalty: 4747.570312
	Iteration 47Q: 3 clusters Score -1145032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -1145031.000000 Penalty: 4747.570312
	Iteration 48Q: 3 clusters Score -1145031 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -1145031.500000 Penalty: 4747.570312
	Iteration 49Q: 3 clusters Score -1145032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -1145033.625000 Penalty: 4747.570312
	Iteration 50Q: 3 clusters Score -1145034 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -1145035.750000 Penalty: 4747.570312
	Iteration 51Q: 3 clusters Score -1145036 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -1145036.625000 Penalty: 4747.570312
	Iteration 52Q: 3 clusters Score -1145037 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -1145041.125000 Penalty: 4747.570312
	Iteration 53Q: 3 clusters Score -1145041 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -1145041.500000 Penalty: 4747.570312
	Iteration 54Q: 3 clusters Score -1145042 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -1145040.500000 Penalty: 4747.570312
	Iteration 55Q: 3 clusters Score -1145040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -1145043.000000 Penalty: 4747.570312
	Iteration 56Q: 3 clusters Score -1145043 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -1145044.375000 Penalty: 4747.570312
	Iteration 57Q: 3 clusters Score -1145044 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -1145044.000000 Penalty: 4747.570312
	Iteration 58Q: 3 clusters Score -1145044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -1145046.500000 Penalty: 4747.570312
	Iteration 59Q: 3 clusters Score -1145046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -1145047.750000 Penalty: 4747.570312
	Iteration 60F: 3 clusters Score -1145048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -1145048.375000 Penalty: 4747.570312
	Iteration 61Q: 3 clusters Score -1145048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -1145050.500000 Penalty: 4747.570312
	Iteration 62Q: 3 clusters Score -1145050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -1145050.625000 Penalty: 4747.570312
	Iteration 63Q: 3 clusters Score -1145051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -1145050.250000 Penalty: 4747.570312
	Iteration 64Q: 3 clusters Score -1145050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -1145050.000000 Penalty: 4747.570312
	Iteration 65Q: 3 clusters Score -1145050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -1145049.875000 Penalty: 4747.570312
	Iteration 66Q: 3 clusters Score -1145050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -1145050.250000 Penalty: 4747.570312
	Iteration 67Q: 3 clusters Score -1145050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -1145052.375000 Penalty: 4747.570312
	Iteration 68Q: 3 clusters Score -1145052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -1145052.500000 Penalty: 4747.570312
	Iteration 69Q: 3 clusters Score -1145052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -1145054.375000 Penalty: 4747.570312
	Iteration 70Q: 3 clusters Score -1145054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -1145054.375000 Penalty: 4747.570312
	Iteration 71Q: 3 clusters Score -1145054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -1145057.750000 Penalty: 4747.570312
	Iteration 72Q: 3 clusters Score -1145058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -1145057.125000 Penalty: 4747.570312
	Iteration 73Q: 3 clusters Score -1145057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -1145055.875000 Penalty: 4747.570312
	Iteration 74Q: 3 clusters Score -1145056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -1145056.000000 Penalty: 4747.570312
	Iteration 75Q: 3 clusters Score -1145056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -1145056.500000 Penalty: 4747.570312
	Iteration 76Q: 3 clusters Score -1145056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -1145055.625000 Penalty: 4747.570312
	Iteration 77Q: 3 clusters Score -1145056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -1145056.750000 Penalty: 4747.570312
	Iteration 78Q: 3 clusters Score -1145057 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -1145058.750000 Penalty: 4747.570312
	Iteration 79Q: 3 clusters Score -1145059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -1145057.375000 Penalty: 4747.570312
	Iteration 80F: 3 clusters Score -1145057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -1145058.750000 Penalty: 4747.570312
	Iteration 81Q: 3 clusters Score -1145059 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -1145059.875000 Penalty: 4747.570312
	Iteration 82Q: 3 clusters Score -1145060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -1145059.500000 Penalty: 4747.570312
	Iteration 83Q: 3 clusters Score -1145060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -1145059.500000 Penalty: 4747.570312
	Iteration 84F: 3 clusters Score -1145060 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (37316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37316 members 
Entering Unmasked Estep 
Score: -3053003.250000 Penalty: 2610.739990
	Iteration 0F: 2 clusters Score -3053003 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18647 members 
Mstep: Class 2 contains 18669 members 
Entering Unmasked Estep 
Score: -3027754.250000 Penalty: 5221.479980
	Iteration 0F: 3 clusters Score -3027754 nChanged 17062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18529 members 
Mstep: Class 2 contains 18787 members 
Entering Unmasked Estep 
Score: -3036980.000000 Penalty: 5221.479980
	Iteration 1F: 3 clusters Score -3036980 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18353 members 
Mstep: Class 2 contains 18963 members 
Entering Unmasked Estep 
Score: -3037459.250000 Penalty: 5221.479980
	Iteration 2Q: 3 clusters Score -3037459 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18047 members 
Mstep: Class 2 contains 19269 members 
Entering Unmasked Estep 
Score: -3037873.750000 Penalty: 5221.479980
	Iteration 3Q: 3 clusters Score -3037874 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17680 members 
Mstep: Class 2 contains 19636 members 
Entering Unmasked Estep 
Score: -3038250.750000 Penalty: 5221.479980
	Iteration 4Q: 3 clusters Score -3038251 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 20176 members 
Entering Unmasked Estep 
Score: -3038657.750000 Penalty: 5221.479980
	Iteration 5Q: 3 clusters Score -3038658 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16450 members 
Mstep: Class 2 contains 20866 members 
Entering Unmasked Estep 
Score: -3039084.250000 Penalty: 5221.479980
	Iteration 6Q: 3 clusters Score -3039084 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 21742 members 
Entering Unmasked Estep 
Score: -3039635.500000 Penalty: 5221.479980
	Iteration 7Q: 3 clusters Score -3039636 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 22878 members 
Entering Unmasked Estep 
Score: -3040375.500000 Penalty: 5221.479980
	Iteration 8Q: 3 clusters Score -3040376 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 24351 members 
Entering Unmasked Estep 
Score: -3041367.500000 Penalty: 5221.479980
	Iteration 9Q: 3 clusters Score -3041368 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 26080 members 
Entering Unmasked Estep 
Score: -3042645.000000 Penalty: 5221.479980
	Iteration 10F: 3 clusters Score -3042645 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 27902 members 
Entering Unmasked Estep 
Score: -3044237.250000 Penalty: 5221.479980
	Iteration 11F: 3 clusters Score -3044237 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 29600 members 
Entering Unmasked Estep 
Score: -3045927.250000 Penalty: 5221.479980
	Iteration 12Q: 3 clusters Score -3045927 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 30968 members 
Entering Unmasked Estep 
Score: -3047302.500000 Penalty: 5221.479980
	Iteration 13Q: 3 clusters Score -3047302 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 31892 members 
Entering Unmasked Estep 
Score: -3048167.250000 Penalty: 5221.479980
	Iteration 14Q: 3 clusters Score -3048167 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 32574 members 
Entering Unmasked Estep 
Score: -3048656.750000 Penalty: 5221.479980
	Iteration 15Q: 3 clusters Score -3048657 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 33144 members 
Entering Unmasked Estep 
Score: -3049042.500000 Penalty: 5221.479980
	Iteration 16Q: 3 clusters Score -3049042 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 33630 members 
Entering Unmasked Estep 
Score: -3049306.500000 Penalty: 5221.479980
	Iteration 17Q: 3 clusters Score -3049306 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 34053 members 
Entering Unmasked Estep 
Score: -3049535.500000 Penalty: 5221.479980
	Iteration 18Q: 3 clusters Score -3049536 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 34396 members 
Entering Unmasked Estep 
Score: -3049711.500000 Penalty: 5221.479980
	Iteration 19Q: 3 clusters Score -3049712 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 34686 members 
Entering Unmasked Estep 
Score: -3049881.500000 Penalty: 5221.479980
	Iteration 20F: 3 clusters Score -3049882 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 34953 members 
Entering Unmasked Estep 
Score: -3050025.250000 Penalty: 5221.479980
	Iteration 21Q: 3 clusters Score -3050025 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 35179 members 
Entering Unmasked Estep 
Score: -3050141.500000 Penalty: 5221.479980
	Iteration 22Q: 3 clusters Score -3050142 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 35362 members 
Entering Unmasked Estep 
Score: -3050236.000000 Penalty: 5221.479980
	Iteration 23Q: 3 clusters Score -3050236 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 35526 members 
Entering Unmasked Estep 
Score: -3050323.250000 Penalty: 5221.479980
	Iteration 24Q: 3 clusters Score -3050323 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 35656 members 
Entering Unmasked Estep 
Score: -3050394.250000 Penalty: 5221.479980
	Iteration 25Q: 3 clusters Score -3050394 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 35774 members 
Entering Unmasked Estep 
Score: -3050453.250000 Penalty: 5221.479980
	Iteration 26Q: 3 clusters Score -3050453 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 35877 members 
Entering Unmasked Estep 
Score: -3050482.750000 Penalty: 5221.479980
	Iteration 27Q: 3 clusters Score -3050483 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 35942 members 
Entering Unmasked Estep 
Score: -3050515.000000 Penalty: 5221.479980
	Iteration 28Q: 3 clusters Score -3050515 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 36006 members 
Entering Unmasked Estep 
Score: -3050550.250000 Penalty: 5221.479980
	Iteration 29Q: 3 clusters Score -3050550 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 36060 members 
Entering Unmasked Estep 
Score: -3050582.750000 Penalty: 5221.479980
	Iteration 30Q: 3 clusters Score -3050583 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 36109 members 
Entering Unmasked Estep 
Score: -3050613.500000 Penalty: 5221.479980
	Iteration 31Q: 3 clusters Score -3050614 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 36152 members 
Entering Unmasked Estep 
Score: -3050635.500000 Penalty: 5221.479980
	Iteration 32Q: 3 clusters Score -3050636 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 36195 members 
Entering Unmasked Estep 
Score: -3050643.000000 Penalty: 5221.479980
	Iteration 33Q: 3 clusters Score -3050643 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 36230 members 
Entering Unmasked Estep 
Score: -3050652.250000 Penalty: 5221.479980
	Iteration 34Q: 3 clusters Score -3050652 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 36248 members 
Entering Unmasked Estep 
Score: -3050666.000000 Penalty: 5221.479980
	Iteration 35Q: 3 clusters Score -3050666 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 36267 members 
Entering Unmasked Estep 
Score: -3050672.500000 Penalty: 5221.479980
	Iteration 36Q: 3 clusters Score -3050672 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 36287 members 
Entering Unmasked Estep 
Score: -3050678.000000 Penalty: 5221.479980
	Iteration 37Q: 3 clusters Score -3050678 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 36306 members 
Entering Unmasked Estep 
Score: -3050688.250000 Penalty: 5221.479980
	Iteration 38Q: 3 clusters Score -3050688 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 36326 members 
Entering Unmasked Estep 
Score: -3050692.000000 Penalty: 5221.479980
	Iteration 39Q: 3 clusters Score -3050692 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 36339 members 
Entering Unmasked Estep 
Score: -3050705.750000 Penalty: 5221.479980
	Iteration 40F: 3 clusters Score -3050706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 36349 members 
Entering Unmasked Estep 
Score: -3050710.250000 Penalty: 5221.479980
	Iteration 41Q: 3 clusters Score -3050710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 36354 members 
Entering Unmasked Estep 
Score: -3050715.750000 Penalty: 5221.479980
	Iteration 42Q: 3 clusters Score -3050716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 36359 members 
Entering Unmasked Estep 
Score: -3050712.250000 Penalty: 5221.479980
	Iteration 43Q: 3 clusters Score -3050712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 36363 members 
Entering Unmasked Estep 
Score: -3050715.000000 Penalty: 5221.479980
	Iteration 44Q: 3 clusters Score -3050715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 36362 members 
Entering Unmasked Estep 
Score: -3050717.000000 Penalty: 5221.479980
	Iteration 45Q: 3 clusters Score -3050717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 36363 members 
Entering Unmasked Estep 
Score: -3050714.750000 Penalty: 5221.479980
	Iteration 46Q: 3 clusters Score -3050715 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 36363 members 
Entering Unmasked Estep 
Score: -3050714.750000 Penalty: 5221.479980
	Iteration 47F: 3 clusters Score -3050715 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 51860 members 
Mstep: Class 2 contains 3504 members 
Mstep: Class 3 contains 8416 members 
Mstep: Class 4 contains 2729 members 
Mstep: Class 5 contains 18429 members 
Mstep: Class 6 contains 24969 members 
Mstep: Class 7 contains 18061 members 
Mstep: Class 8 contains 5838 members 
Mstep: Class 9 contains 69092 members 
Mstep: Class 10 contains 72490 members 
Mstep: Class 11 contains 4769 members 
Mstep: Class 12 contains 8842 members 
Mstep: Class 13 contains 14840 members 
Mstep: Class 14 contains 4690 members 
Mstep: Class 15 contains 7763 members 
Mstep: Class 16 contains 11512 members 
Mstep: Class 17 contains 153576 members 
Mstep: Class 18 contains 7430 members 
Mstep: Class 19 contains 36611 members 
Mstep: Class 20 contains 25356 members 
Mstep: Class 21 contains 3534 members 
Mstep: Class 22 contains 3855 members 
Mstep: Class 23 contains 50977 members 
Mstep: Class 24 contains 3585 members 
Mstep: Class 25 contains 5134 members 
Mstep: Class 26 contains 62209 members 
Mstep: Class 27 contains 4620 members 
Mstep: Class 28 contains 126747 members 
Mstep: Class 29 contains 14353 members 
Mstep: Class 30 contains 37316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111949384.000000 Penalty: 112659.960938
Iteration 79Q: 33 clusters Score -1.119494e+08 nChanged 8577
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 51802 members 
Mstep: Class 2 contains 3505 members 
Mstep: Class 3 contains 8411 members 
Mstep: Class 4 contains 2845 members 
Mstep: Class 5 contains 18524 members 
Mstep: Class 6 contains 25138 members 
Mstep: Class 7 contains 18121 members 
Mstep: Class 8 contains 5925 members 
Mstep: Class 9 contains 69467 members 
Mstep: Class 10 contains 72912 members 
Mstep: Class 11 contains 4824 members 
Mstep: Class 12 contains 8858 members 
Mstep: Class 13 contains 14838 members 
Mstep: Class 14 contains 4692 members 
Mstep: Class 15 contains 7767 members 
Mstep: Class 16 contains 11513 members 
Mstep: Class 17 contains 153595 members 
Mstep: Class 18 contains 7419 members 
Mstep: Class 19 contains 36826 members 
Mstep: Class 20 contains 25359 members 
Mstep: Class 21 contains 3534 members 
Mstep: Class 22 contains 3865 members 
Mstep: Class 23 contains 51218 members 
Mstep: Class 24 contains 3724 members 
Mstep: Class 25 contains 5132 members 
Mstep: Class 26 contains 62746 members 
Mstep: Class 27 contains 4601 members 
Mstep: Class 28 contains 126817 members 
Mstep: Class 29 contains 14575 members 
Mstep: Class 30 contains 37701 members 
Mstep: Class 31 contains 595908 members 
Mstep: Class 32 contains 918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111951424.000000 Penalty: 112659.960938
Iteration 80F: 33 clusters Score -1.119514e+08 nChanged 9602
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 49543 members 
Mstep: Class 2 contains 3497 members 
Mstep: Class 3 contains 8393 members 
Mstep: Class 4 contains 2885 members 
Mstep: Class 5 contains 18394 members 
Mstep: Class 6 contains 25134 members 
Mstep: Class 7 contains 17929 members 
Mstep: Class 8 contains 5940 members 
Mstep: Class 9 contains 68543 members 
Mstep: Class 10 contains 73035 members 
Mstep: Class 11 contains 4771 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14706 members 
Mstep: Class 14 contains 4695 members 
Mstep: Class 15 contains 7773 members 
Mstep: Class 16 contains 11510 members 
Mstep: Class 17 contains 153592 members 
Mstep: Class 18 contains 7404 members 
Mstep: Class 19 contains 37024 members 
Mstep: Class 20 contains 25391 members 
Mstep: Class 21 contains 3517 members 
Mstep: Class 22 contains 3870 members 
Mstep: Class 23 contains 51763 members 
Mstep: Class 24 contains 3825 members 
Mstep: Class 25 contains 5129 members 
Mstep: Class 26 contains 62835 members 
Mstep: Class 27 contains 4567 members 
Mstep: Class 28 contains 126244 members 
Mstep: Class 29 contains 14603 members 
Mstep: Class 30 contains 37896 members 
Mstep: Class 31 contains 598784 members 
Mstep: Class 32 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111952840.000000 Penalty: 112659.960938
Iteration 81Q: 33 clusters Score -1.119528e+08 nChanged 6826
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 47343 members 
Mstep: Class 2 contains 3491 members 
Mstep: Class 3 contains 8390 members 
Mstep: Class 4 contains 2910 members 
Mstep: Class 5 contains 18261 members 
Mstep: Class 6 contains 25182 members 
Mstep: Class 7 contains 17851 members 
Mstep: Class 8 contains 5949 members 
Mstep: Class 9 contains 68066 members 
Mstep: Class 10 contains 73121 members 
Mstep: Class 11 contains 4754 members 
Mstep: Class 12 contains 8858 members 
Mstep: Class 13 contains 14635 members 
Mstep: Class 14 contains 4694 members 
Mstep: Class 15 contains 7776 members 
Mstep: Class 16 contains 11515 members 
Mstep: Class 17 contains 153617 members 
Mstep: Class 18 contains 7396 members 
Mstep: Class 19 contains 37223 members 
Mstep: Class 20 contains 25411 members 
Mstep: Class 21 contains 3512 members 
Mstep: Class 22 contains 3872 members 
Mstep: Class 23 contains 52581 members 
Mstep: Class 24 contains 3893 members 
Mstep: Class 25 contains 5132 members 
Mstep: Class 26 contains 62938 members 
Mstep: Class 27 contains 4550 members 
Mstep: Class 28 contains 125736 members 
Mstep: Class 29 contains 14635 members 
Mstep: Class 30 contains 38096 members 
Mstep: Class 31 contains 600610 members 
Mstep: Class 32 contains 1083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111953936.000000 Penalty: 112659.960938
Iteration 82Q: 33 clusters Score -1.119539e+08 nChanged 5793
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 45282 members 
Mstep: Class 2 contains 3488 members 
Mstep: Class 3 contains 8393 members 
Mstep: Class 4 contains 2921 members 
Mstep: Class 5 contains 18145 members 
Mstep: Class 6 contains 25245 members 
Mstep: Class 7 contains 17845 members 
Mstep: Class 8 contains 5947 members 
Mstep: Class 9 contains 67830 members 
Mstep: Class 10 contains 73192 members 
Mstep: Class 11 contains 4748 members 
Mstep: Class 12 contains 8860 members 
Mstep: Class 13 contains 14588 members 
Mstep: Class 14 contains 4705 members 
Mstep: Class 15 contains 7777 members 
Mstep: Class 16 contains 11520 members 
Mstep: Class 17 contains 153627 members 
Mstep: Class 18 contains 7397 members 
Mstep: Class 19 contains 37397 members 
Mstep: Class 20 contains 25407 members 
Mstep: Class 21 contains 3511 members 
Mstep: Class 22 contains 3871 members 
Mstep: Class 23 contains 53451 members 
Mstep: Class 24 contains 3925 members 
Mstep: Class 25 contains 5139 members 
Mstep: Class 26 contains 63026 members 
Mstep: Class 27 contains 4543 members 
Mstep: Class 28 contains 125276 members 
Mstep: Class 29 contains 14629 members 
Mstep: Class 30 contains 38267 members 
Mstep: Class 31 contains 602005 members 
Mstep: Class 32 contains 1124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111954840.000000 Penalty: 112659.960938
Iteration 83Q: 33 clusters Score -1.119548e+08 nChanged 5080
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 43288 members 
Mstep: Class 2 contains 3484 members 
Mstep: Class 3 contains 8391 members 
Mstep: Class 4 contains 2929 members 
Mstep: Class 5 contains 18038 members 
Mstep: Class 6 contains 25307 members 
Mstep: Class 7 contains 17843 members 
Mstep: Class 8 contains 5945 members 
Mstep: Class 9 contains 67802 members 
Mstep: Class 10 contains 73252 members 
Mstep: Class 11 contains 4743 members 
Mstep: Class 12 contains 8860 members 
Mstep: Class 13 contains 14556 members 
Mstep: Class 14 contains 4711 members 
Mstep: Class 15 contains 7779 members 
Mstep: Class 16 contains 11522 members 
Mstep: Class 17 contains 153637 members 
Mstep: Class 18 contains 7400 members 
Mstep: Class 19 contains 37573 members 
Mstep: Class 20 contains 25398 members 
Mstep: Class 21 contains 3522 members 
Mstep: Class 22 contains 3872 members 
Mstep: Class 23 contains 54257 members 
Mstep: Class 24 contains 3951 members 
Mstep: Class 25 contains 5143 members 
Mstep: Class 26 contains 63111 members 
Mstep: Class 27 contains 4540 members 
Mstep: Class 28 contains 124894 members 
Mstep: Class 29 contains 14618 members 
Mstep: Class 30 contains 38427 members 
Mstep: Class 31 contains 603146 members 
Mstep: Class 32 contains 1142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111954928.000000 Penalty: 112659.960938
Iteration 84Q: 33 clusters Score -1.119549e+08 nChanged 4750
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 41284 members 
Mstep: Class 2 contains 3478 members 
Mstep: Class 3 contains 8390 members 
Mstep: Class 4 contains 2936 members 
Mstep: Class 5 contains 17966 members 
Mstep: Class 6 contains 25371 members 
Mstep: Class 7 contains 17845 members 
Mstep: Class 8 contains 5933 members 
Mstep: Class 9 contains 67942 members 
Mstep: Class 10 contains 73311 members 
Mstep: Class 11 contains 4742 members 
Mstep: Class 12 contains 8862 members 
Mstep: Class 13 contains 14515 members 
Mstep: Class 14 contains 4723 members 
Mstep: Class 15 contains 7784 members 
Mstep: Class 16 contains 11520 members 
Mstep: Class 17 contains 153636 members 
Mstep: Class 18 contains 7397 members 
Mstep: Class 19 contains 37746 members 
Mstep: Class 20 contains 25392 members 
Mstep: Class 21 contains 3543 members 
Mstep: Class 22 contains 3868 members 
Mstep: Class 23 contains 55035 members 
Mstep: Class 24 contains 3978 members 
Mstep: Class 25 contains 5143 members 
Mstep: Class 26 contains 63206 members 
Mstep: Class 27 contains 4536 members 
Mstep: Class 28 contains 124579 members 
Mstep: Class 29 contains 14600 members 
Mstep: Class 30 contains 38599 members 
Mstep: Class 31 contains 604069 members 
Mstep: Class 32 contains 1152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111955968.000000 Penalty: 112659.960938
Iteration 85Q: 33 clusters Score -1.11956e+08 nChanged 4444
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39331 members 
Mstep: Class 2 contains 3474 members 
Mstep: Class 3 contains 8383 members 
Mstep: Class 4 contains 2942 members 
Mstep: Class 5 contains 17899 members 
Mstep: Class 6 contains 25433 members 
Mstep: Class 7 contains 17870 members 
Mstep: Class 8 contains 5948 members 
Mstep: Class 9 contains 68179 members 
Mstep: Class 10 contains 73340 members 
Mstep: Class 11 contains 4747 members 
Mstep: Class 12 contains 8863 members 
Mstep: Class 13 contains 14477 members 
Mstep: Class 14 contains 4735 members 
Mstep: Class 15 contains 7791 members 
Mstep: Class 16 contains 11518 members 
Mstep: Class 17 contains 153639 members 
Mstep: Class 18 contains 7394 members 
Mstep: Class 19 contains 37903 members 
Mstep: Class 20 contains 25383 members 
Mstep: Class 21 contains 3563 members 
Mstep: Class 22 contains 3864 members 
Mstep: Class 23 contains 55789 members 
Mstep: Class 24 contains 4008 members 
Mstep: Class 25 contains 5143 members 
Mstep: Class 26 contains 63306 members 
Mstep: Class 27 contains 4538 members 
Mstep: Class 28 contains 124314 members 
Mstep: Class 29 contains 14585 members 
Mstep: Class 30 contains 38777 members 
Mstep: Class 31 contains 604789 members 
Mstep: Class 32 contains 1156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111956624.000000 Penalty: 112659.960938
Iteration 86Q: 33 clusters Score -1.119566e+08 nChanged 4238
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 37453 members 
Mstep: Class 2 contains 3472 members 
Mstep: Class 3 contains 8386 members 
Mstep: Class 4 contains 2939 members 
Mstep: Class 5 contains 17854 members 
Mstep: Class 6 contains 25475 members 
Mstep: Class 7 contains 17902 members 
Mstep: Class 8 contains 5952 members 
Mstep: Class 9 contains 68436 members 
Mstep: Class 10 contains 73371 members 
Mstep: Class 11 contains 4756 members 
Mstep: Class 12 contains 8863 members 
Mstep: Class 13 contains 14438 members 
Mstep: Class 14 contains 4742 members 
Mstep: Class 15 contains 7794 members 
Mstep: Class 16 contains 11519 members 
Mstep: Class 17 contains 153639 members 
Mstep: Class 18 contains 7394 members 
Mstep: Class 19 contains 38049 members 
Mstep: Class 20 contains 25370 members 
Mstep: Class 21 contains 3576 members 
Mstep: Class 22 contains 3864 members 
Mstep: Class 23 contains 56478 members 
Mstep: Class 24 contains 4034 members 
Mstep: Class 25 contains 5150 members 
Mstep: Class 26 contains 63409 members 
Mstep: Class 27 contains 4538 members 
Mstep: Class 28 contains 124041 members 
Mstep: Class 29 contains 14571 members 
Mstep: Class 30 contains 38989 members 
Mstep: Class 31 contains 605472 members 
Mstep: Class 32 contains 1155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111957496.000000 Penalty: 112659.960938
Iteration 87Q: 33 clusters Score -1.119575e+08 nChanged 4115
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 35562 members 
Mstep: Class 2 contains 3471 members 
Mstep: Class 3 contains 8386 members 
Mstep: Class 4 contains 2945 members 
Mstep: Class 5 contains 17822 members 
Mstep: Class 6 contains 25540 members 
Mstep: Class 7 contains 17953 members 
Mstep: Class 8 contains 5953 members 
Mstep: Class 9 contains 68759 members 
Mstep: Class 10 contains 73400 members 
Mstep: Class 11 contains 4761 members 
Mstep: Class 12 contains 8863 members 
Mstep: Class 13 contains 14418 members 
Mstep: Class 14 contains 4752 members 
Mstep: Class 15 contains 7798 members 
Mstep: Class 16 contains 11519 members 
Mstep: Class 17 contains 153642 members 
Mstep: Class 18 contains 7397 members 
Mstep: Class 19 contains 38186 members 
Mstep: Class 20 contains 25357 members 
Mstep: Class 21 contains 3595 members 
Mstep: Class 22 contains 3866 members 
Mstep: Class 23 contains 57097 members 
Mstep: Class 24 contains 4054 members 
Mstep: Class 25 contains 5166 members 
Mstep: Class 26 contains 63501 members 
Mstep: Class 27 contains 4537 members 
Mstep: Class 28 contains 123775 members 
Mstep: Class 29 contains 14545 members 
Mstep: Class 30 contains 39204 members 
Mstep: Class 31 contains 606092 members 
Mstep: Class 32 contains 1165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111957560.000000 Penalty: 112659.960938
Iteration 88Q: 33 clusters Score -1.119576e+08 nChanged 4017
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 33705 members 
Mstep: Class 2 contains 3471 members 
Mstep: Class 3 contains 8389 members 
Mstep: Class 4 contains 2953 members 
Mstep: Class 5 contains 17793 members 
Mstep: Class 6 contains 25601 members 
Mstep: Class 7 contains 18032 members 
Mstep: Class 8 contains 5935 members 
Mstep: Class 9 contains 69060 members 
Mstep: Class 10 contains 73414 members 
Mstep: Class 11 contains 4767 members 
Mstep: Class 12 contains 8862 members 
Mstep: Class 13 contains 14397 members 
Mstep: Class 14 contains 4753 members 
Mstep: Class 15 contains 7800 members 
Mstep: Class 16 contains 11519 members 
Mstep: Class 17 contains 153652 members 
Mstep: Class 18 contains 7402 members 
Mstep: Class 19 contains 38311 members 
Mstep: Class 20 contains 25344 members 
Mstep: Class 21 contains 3615 members 
Mstep: Class 22 contains 3866 members 
Mstep: Class 23 contains 57697 members 
Mstep: Class 24 contains 4067 members 
Mstep: Class 25 contains 5186 members 
Mstep: Class 26 contains 63599 members 
Mstep: Class 27 contains 4535 members 
Mstep: Class 28 contains 123511 members 
Mstep: Class 29 contains 14530 members 
Mstep: Class 30 contains 39432 members 
Mstep: Class 31 contains 606715 members 
Mstep: Class 32 contains 1168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111958224.000000 Penalty: 112659.960938
Iteration 89Q: 33 clusters Score -1.119582e+08 nChanged 3818
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 31882 members 
Mstep: Class 2 contains 3470 members 
Mstep: Class 3 contains 8391 members 
Mstep: Class 4 contains 2962 members 
Mstep: Class 5 contains 17765 members 
Mstep: Class 6 contains 25645 members 
Mstep: Class 7 contains 18098 members 
Mstep: Class 8 contains 5940 members 
Mstep: Class 9 contains 69388 members 
Mstep: Class 10 contains 73440 members 
Mstep: Class 11 contains 4770 members 
Mstep: Class 12 contains 8862 members 
Mstep: Class 13 contains 14378 members 
Mstep: Class 14 contains 4759 members 
Mstep: Class 15 contains 7802 members 
Mstep: Class 16 contains 11516 members 
Mstep: Class 17 contains 153661 members 
Mstep: Class 18 contains 7403 members 
Mstep: Class 19 contains 38413 members 
Mstep: Class 20 contains 25333 members 
Mstep: Class 21 contains 3631 members 
Mstep: Class 22 contains 3870 members 
Mstep: Class 23 contains 58233 members 
Mstep: Class 24 contains 4071 members 
Mstep: Class 25 contains 5195 members 
Mstep: Class 26 contains 63682 members 
Mstep: Class 27 contains 4536 members 
Mstep: Class 28 contains 123305 members 
Mstep: Class 29 contains 14518 members 
Mstep: Class 30 contains 39648 members 
Mstep: Class 31 contains 607339 members 
Mstep: Class 32 contains 1175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111958576.000000 Penalty: 112659.960938
Iteration 90Q: 33 clusters Score -1.119586e+08 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 30204 members 
Mstep: Class 2 contains 3468 members 
Mstep: Class 3 contains 8392 members 
Mstep: Class 4 contains 2967 members 
Mstep: Class 5 contains 17747 members 
Mstep: Class 6 contains 25697 members 
Mstep: Class 7 contains 18167 members 
Mstep: Class 8 contains 5953 members 
Mstep: Class 9 contains 69743 members 
Mstep: Class 10 contains 73452 members 
Mstep: Class 11 contains 4773 members 
Mstep: Class 12 contains 8861 members 
Mstep: Class 13 contains 14367 members 
Mstep: Class 14 contains 4761 members 
Mstep: Class 15 contains 7807 members 
Mstep: Class 16 contains 11515 members 
Mstep: Class 17 contains 153669 members 
Mstep: Class 18 contains 7404 members 
Mstep: Class 19 contains 38507 members 
Mstep: Class 20 contains 25330 members 
Mstep: Class 21 contains 3644 members 
Mstep: Class 22 contains 3870 members 
Mstep: Class 23 contains 58745 members 
Mstep: Class 24 contains 4078 members 
Mstep: Class 25 contains 5207 members 
Mstep: Class 26 contains 63767 members 
Mstep: Class 27 contains 4537 members 
Mstep: Class 28 contains 123107 members 
Mstep: Class 29 contains 14505 members 
Mstep: Class 30 contains 39863 members 
Mstep: Class 31 contains 607794 members 
Mstep: Class 32 contains 1180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111958336.000000 Penalty: 112659.960938
Iteration 91Q: 33 clusters Score -1.119583e+08 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 28524 members 
Mstep: Class 2 contains 3467 members 
Mstep: Class 3 contains 8388 members 
Mstep: Class 4 contains 2976 members 
Mstep: Class 5 contains 17736 members 
Mstep: Class 6 contains 25769 members 
Mstep: Class 7 contains 18225 members 
Mstep: Class 8 contains 5992 members 
Mstep: Class 9 contains 70092 members 
Mstep: Class 10 contains 73454 members 
Mstep: Class 11 contains 4772 members 
Mstep: Class 12 contains 8860 members 
Mstep: Class 13 contains 14356 members 
Mstep: Class 14 contains 4762 members 
Mstep: Class 15 contains 7810 members 
Mstep: Class 16 contains 11515 members 
Mstep: Class 17 contains 153670 members 
Mstep: Class 18 contains 7406 members 
Mstep: Class 19 contains 38595 members 
Mstep: Class 20 contains 25331 members 
Mstep: Class 21 contains 3667 members 
Mstep: Class 22 contains 3869 members 
Mstep: Class 23 contains 59215 members 
Mstep: Class 24 contains 4086 members 
Mstep: Class 25 contains 5219 members 
Mstep: Class 26 contains 63844 members 
Mstep: Class 27 contains 4537 members 
Mstep: Class 28 contains 122933 members 
Mstep: Class 29 contains 14486 members 
Mstep: Class 30 contains 40092 members 
Mstep: Class 31 contains 608254 members 
Mstep: Class 32 contains 1179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111958408.000000 Penalty: 112659.960938
Iteration 92Q: 33 clusters Score -1.119584e+08 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 26884 members 
Mstep: Class 2 contains 3467 members 
Mstep: Class 3 contains 8389 members 
Mstep: Class 4 contains 2979 members 
Mstep: Class 5 contains 17720 members 
Mstep: Class 6 contains 25848 members 
Mstep: Class 7 contains 18267 members 
Mstep: Class 8 contains 6014 members 
Mstep: Class 9 contains 70480 members 
Mstep: Class 10 contains 73462 members 
Mstep: Class 11 contains 4772 members 
Mstep: Class 12 contains 8861 members 
Mstep: Class 13 contains 14352 members 
Mstep: Class 14 contains 4768 members 
Mstep: Class 15 contains 7811 members 
Mstep: Class 16 contains 11514 members 
Mstep: Class 17 contains 153667 members 
Mstep: Class 18 contains 7404 members 
Mstep: Class 19 contains 38647 members 
Mstep: Class 20 contains 25323 members 
Mstep: Class 21 contains 3701 members 
Mstep: Class 22 contains 3874 members 
Mstep: Class 23 contains 59635 members 
Mstep: Class 24 contains 4094 members 
Mstep: Class 25 contains 5221 members 
Mstep: Class 26 contains 63914 members 
Mstep: Class 27 contains 4537 members 
Mstep: Class 28 contains 122808 members 
Mstep: Class 29 contains 14475 members 
Mstep: Class 30 contains 40308 members 
Mstep: Class 31 contains 608702 members 
Mstep: Class 32 contains 1183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111958632.000000 Penalty: 112659.960938
Iteration 93Q: 33 clusters Score -1.119586e+08 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25328 members 
Mstep: Class 2 contains 3464 members 
Mstep: Class 3 contains 8387 members 
Mstep: Class 4 contains 2983 members 
Mstep: Class 5 contains 17705 members 
Mstep: Class 6 contains 25928 members 
Mstep: Class 7 contains 18315 members 
Mstep: Class 8 contains 6036 members 
Mstep: Class 9 contains 70848 members 
Mstep: Class 10 contains 73485 members 
Mstep: Class 11 contains 4779 members 
Mstep: Class 12 contains 8860 members 
Mstep: Class 13 contains 14343 members 
Mstep: Class 14 contains 4774 members 
Mstep: Class 15 contains 7813 members 
Mstep: Class 16 contains 11511 members 
Mstep: Class 17 contains 153669 members 
Mstep: Class 18 contains 7402 members 
Mstep: Class 19 contains 38707 members 
Mstep: Class 20 contains 25321 members 
Mstep: Class 21 contains 3744 members 
Mstep: Class 22 contains 3876 members 
Mstep: Class 23 contains 60013 members 
Mstep: Class 24 contains 4108 members 
Mstep: Class 25 contains 5227 members 
Mstep: Class 26 contains 63983 members 
Mstep: Class 27 contains 4537 members 
Mstep: Class 28 contains 122664 members 
Mstep: Class 29 contains 14463 members 
Mstep: Class 30 contains 40540 members 
Mstep: Class 31 contains 609079 members 
Mstep: Class 32 contains 1189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111958976.000000 Penalty: 112659.960938
Iteration 94Q: 33 clusters Score -1.11959e+08 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23870 members 
Mstep: Class 2 contains 3463 members 
Mstep: Class 3 contains 8383 members 
Mstep: Class 4 contains 2990 members 
Mstep: Class 5 contains 17699 members 
Mstep: Class 6 contains 25982 members 
Mstep: Class 7 contains 18360 members 
Mstep: Class 8 contains 6050 members 
Mstep: Class 9 contains 71255 members 
Mstep: Class 10 contains 73504 members 
Mstep: Class 11 contains 4785 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14334 members 
Mstep: Class 14 contains 4781 members 
Mstep: Class 15 contains 7812 members 
Mstep: Class 16 contains 11511 members 
Mstep: Class 17 contains 153674 members 
Mstep: Class 18 contains 7402 members 
Mstep: Class 19 contains 38765 members 
Mstep: Class 20 contains 25316 members 
Mstep: Class 21 contains 3784 members 
Mstep: Class 22 contains 3877 members 
Mstep: Class 23 contains 60341 members 
Mstep: Class 24 contains 4114 members 
Mstep: Class 25 contains 5233 members 
Mstep: Class 26 contains 64059 members 
Mstep: Class 27 contains 4537 members 
Mstep: Class 28 contains 122565 members 
Mstep: Class 29 contains 14441 members 
Mstep: Class 30 contains 40762 members 
Mstep: Class 31 contains 609375 members 
Mstep: Class 32 contains 1198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111959160.000000 Penalty: 112659.960938
Iteration 95Q: 33 clusters Score -1.119592e+08 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 22461 members 
Mstep: Class 2 contains 3461 members 
Mstep: Class 3 contains 8377 members 
Mstep: Class 4 contains 2995 members 
Mstep: Class 5 contains 17695 members 
Mstep: Class 6 contains 26049 members 
Mstep: Class 7 contains 18428 members 
Mstep: Class 8 contains 6057 members 
Mstep: Class 9 contains 71695 members 
Mstep: Class 10 contains 73513 members 
Mstep: Class 11 contains 4796 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14318 members 
Mstep: Class 14 contains 4785 members 
Mstep: Class 15 contains 7811 members 
Mstep: Class 16 contains 11510 members 
Mstep: Class 17 contains 153653 members 
Mstep: Class 18 contains 7404 members 
Mstep: Class 19 contains 38817 members 
Mstep: Class 20 contains 25310 members 
Mstep: Class 21 contains 3823 members 
Mstep: Class 22 contains 3879 members 
Mstep: Class 23 contains 60647 members 
Mstep: Class 24 contains 4120 members 
Mstep: Class 25 contains 5240 members 
Mstep: Class 26 contains 64133 members 
Mstep: Class 27 contains 4537 members 
Mstep: Class 28 contains 122482 members 
Mstep: Class 29 contains 14416 members 
Mstep: Class 30 contains 40967 members 
Mstep: Class 31 contains 609643 members 
Mstep: Class 32 contains 1200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111959544.000000 Penalty: 112659.960938
Iteration 96Q: 33 clusters Score -1.119595e+08 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21112 members 
Mstep: Class 2 contains 3461 members 
Mstep: Class 3 contains 8374 members 
Mstep: Class 4 contains 2995 members 
Mstep: Class 5 contains 17685 members 
Mstep: Class 6 contains 26105 members 
Mstep: Class 7 contains 18497 members 
Mstep: Class 8 contains 6070 members 
Mstep: Class 9 contains 72098 members 
Mstep: Class 10 contains 73518 members 
Mstep: Class 11 contains 4807 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14310 members 
Mstep: Class 14 contains 4784 members 
Mstep: Class 15 contains 7813 members 
Mstep: Class 16 contains 11510 members 
Mstep: Class 17 contains 153640 members 
Mstep: Class 18 contains 7404 members 
Mstep: Class 19 contains 38861 members 
Mstep: Class 20 contains 25304 members 
Mstep: Class 21 contains 3871 members 
Mstep: Class 22 contains 3885 members 
Mstep: Class 23 contains 60950 members 
Mstep: Class 24 contains 4129 members 
Mstep: Class 25 contains 5247 members 
Mstep: Class 26 contains 64203 members 
Mstep: Class 27 contains 4537 members 
Mstep: Class 28 contains 122410 members 
Mstep: Class 29 contains 14386 members 
Mstep: Class 30 contains 41163 members 
Mstep: Class 31 contains 609890 members 
Mstep: Class 32 contains 1203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111960448.000000 Penalty: 112659.960938
Iteration 97Q: 33 clusters Score -1.119604e+08 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19829 members 
Mstep: Class 2 contains 3460 members 
Mstep: Class 3 contains 8373 members 
Mstep: Class 4 contains 2988 members 
Mstep: Class 5 contains 17667 members 
Mstep: Class 6 contains 26177 members 
Mstep: Class 7 contains 18557 members 
Mstep: Class 8 contains 6099 members 
Mstep: Class 9 contains 72493 members 
Mstep: Class 10 contains 73530 members 
Mstep: Class 11 contains 4817 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14296 members 
Mstep: Class 14 contains 4787 members 
Mstep: Class 15 contains 7816 members 
Mstep: Class 16 contains 11509 members 
Mstep: Class 17 contains 153635 members 
Mstep: Class 18 contains 7404 members 
Mstep: Class 19 contains 38899 members 
Mstep: Class 20 contains 25299 members 
Mstep: Class 21 contains 3934 members 
Mstep: Class 22 contains 3892 members 
Mstep: Class 23 contains 61213 members 
Mstep: Class 24 contains 4135 members 
Mstep: Class 25 contains 5248 members 
Mstep: Class 26 contains 64269 members 
Mstep: Class 27 contains 4537 members 
Mstep: Class 28 contains 122351 members 
Mstep: Class 29 contains 14350 members 
Mstep: Class 30 contains 41364 members 
Mstep: Class 31 contains 610088 members 
Mstep: Class 32 contains 1206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111960600.000000 Penalty: 112659.960938
Iteration 98Q: 33 clusters Score -1.119606e+08 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18645 members 
Mstep: Class 2 contains 3460 members 
Mstep: Class 3 contains 8375 members 
Mstep: Class 4 contains 2985 members 
Mstep: Class 5 contains 17659 members 
Mstep: Class 6 contains 26238 members 
Mstep: Class 7 contains 18624 members 
Mstep: Class 8 contains 6128 members 
Mstep: Class 9 contains 72873 members 
Mstep: Class 10 contains 73548 members 
Mstep: Class 11 contains 4822 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14280 members 
Mstep: Class 14 contains 4789 members 
Mstep: Class 15 contains 7815 members 
Mstep: Class 16 contains 11509 members 
Mstep: Class 17 contains 153633 members 
Mstep: Class 18 contains 7405 members 
Mstep: Class 19 contains 38945 members 
Mstep: Class 20 contains 25293 members 
Mstep: Class 21 contains 3998 members 
Mstep: Class 22 contains 3893 members 
Mstep: Class 23 contains 61485 members 
Mstep: Class 24 contains 4137 members 
Mstep: Class 25 contains 5249 members 
Mstep: Class 26 contains 64347 members 
Mstep: Class 27 contains 4537 members 
Mstep: Class 28 contains 122277 members 
Mstep: Class 29 contains 14316 members 
Mstep: Class 30 contains 41573 members 
Mstep: Class 31 contains 610174 members 
Mstep: Class 32 contains 1210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111960856.000000 Penalty: 112659.960938
Iteration 99Q: 33 clusters Score -1.119609e+08 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17537 members 
Mstep: Class 2 contains 3460 members 
Mstep: Class 3 contains 8380 members 
Mstep: Class 4 contains 2985 members 
Mstep: Class 5 contains 17664 members 
Mstep: Class 6 contains 26299 members 
Mstep: Class 7 contains 18704 members 
Mstep: Class 8 contains 6160 members 
Mstep: Class 9 contains 73210 members 
Mstep: Class 10 contains 73545 members 
Mstep: Class 11 contains 4827 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14261 members 
Mstep: Class 14 contains 4791 members 
Mstep: Class 15 contains 7817 members 
Mstep: Class 16 contains 11508 members 
Mstep: Class 17 contains 153629 members 
Mstep: Class 18 contains 7407 members 
Mstep: Class 19 contains 38978 members 
Mstep: Class 20 contains 25283 members 
Mstep: Class 21 contains 4058 members 
Mstep: Class 22 contains 3897 members 
Mstep: Class 23 contains 61741 members 
Mstep: Class 24 contains 4144 members 
Mstep: Class 25 contains 5255 members 
Mstep: Class 26 contains 64421 members 
Mstep: Class 27 contains 4537 members 
Mstep: Class 28 contains 122249 members 
Mstep: Class 29 contains 14283 members 
Mstep: Class 30 contains 41753 members 
Mstep: Class 31 contains 610227 members 
Mstep: Class 32 contains 1212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111961080.000000 Penalty: 112659.960938
Iteration 100F: 33 clusters Score -1.119611e+08 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16468 members 
Mstep: Class 2 contains 3460 members 
Mstep: Class 3 contains 8384 members 
Mstep: Class 4 contains 2984 members 
Mstep: Class 5 contains 17656 members 
Mstep: Class 6 contains 26364 members 
Mstep: Class 7 contains 18803 members 
Mstep: Class 8 contains 6171 members 
Mstep: Class 9 contains 73502 members 
Mstep: Class 10 contains 73557 members 
Mstep: Class 11 contains 4827 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14243 members 
Mstep: Class 14 contains 4789 members 
Mstep: Class 15 contains 7819 members 
Mstep: Class 16 contains 11508 members 
Mstep: Class 17 contains 153606 members 
Mstep: Class 18 contains 7408 members 
Mstep: Class 19 contains 39021 members 
Mstep: Class 20 contains 25278 members 
Mstep: Class 21 contains 4134 members 
Mstep: Class 22 contains 3904 members 
Mstep: Class 23 contains 61971 members 
Mstep: Class 24 contains 4150 members 
Mstep: Class 25 contains 5260 members 
Mstep: Class 26 contains 64482 members 
Mstep: Class 27 contains 4537 members 
Mstep: Class 28 contains 122209 members 
Mstep: Class 29 contains 14234 members 
Mstep: Class 30 contains 41934 members 
Mstep: Class 31 contains 610344 members 
Mstep: Class 32 contains 1215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111961248.000000 Penalty: 112659.960938
Iteration 101Q: 33 clusters Score -1.119612e+08 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 3460 members 
Mstep: Class 3 contains 8386 members 
Mstep: Class 4 contains 2989 members 
Mstep: Class 5 contains 17654 members 
Mstep: Class 6 contains 26449 members 
Mstep: Class 7 contains 18917 members 
Mstep: Class 8 contains 6182 members 
Mstep: Class 9 contains 73784 members 
Mstep: Class 10 contains 73562 members 
Mstep: Class 11 contains 4829 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14229 members 
Mstep: Class 14 contains 4789 members 
Mstep: Class 15 contains 7819 members 
Mstep: Class 16 contains 11508 members 
Mstep: Class 17 contains 153590 members 
Mstep: Class 18 contains 7408 members 
Mstep: Class 19 contains 39059 members 
Mstep: Class 20 contains 25272 members 
Mstep: Class 21 contains 4204 members 
Mstep: Class 22 contains 3906 members 
Mstep: Class 23 contains 62174 members 
Mstep: Class 24 contains 4160 members 
Mstep: Class 25 contains 5262 members 
Mstep: Class 26 contains 64527 members 
Mstep: Class 27 contains 4537 members 
Mstep: Class 28 contains 122171 members 
Mstep: Class 29 contains 14184 members 
Mstep: Class 30 contains 42084 members 
Mstep: Class 31 contains 610439 members 
Mstep: Class 32 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111961312.000000 Penalty: 112659.960938
Iteration 102Q: 33 clusters Score -1.119613e+08 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 3460 members 
Mstep: Class 3 contains 8389 members 
Mstep: Class 4 contains 2988 members 
Mstep: Class 5 contains 17654 members 
Mstep: Class 6 contains 26530 members 
Mstep: Class 7 contains 19034 members 
Mstep: Class 8 contains 6186 members 
Mstep: Class 9 contains 74046 members 
Mstep: Class 10 contains 73575 members 
Mstep: Class 11 contains 4832 members 
Mstep: Class 12 contains 8858 members 
Mstep: Class 13 contains 14219 members 
Mstep: Class 14 contains 4790 members 
Mstep: Class 15 contains 7820 members 
Mstep: Class 16 contains 11508 members 
Mstep: Class 17 contains 153578 members 
Mstep: Class 18 contains 7408 members 
Mstep: Class 19 contains 39083 members 
Mstep: Class 20 contains 25264 members 
Mstep: Class 21 contains 4282 members 
Mstep: Class 22 contains 3905 members 
Mstep: Class 23 contains 62376 members 
Mstep: Class 24 contains 4173 members 
Mstep: Class 25 contains 5265 members 
Mstep: Class 26 contains 64577 members 
Mstep: Class 27 contains 4537 members 
Mstep: Class 28 contains 122160 members 
Mstep: Class 29 contains 14158 members 
Mstep: Class 30 contains 42221 members 
Mstep: Class 31 contains 610438 members 
Mstep: Class 32 contains 1219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111962008.000000 Penalty: 112659.960938
Iteration 103Q: 33 clusters Score -1.11962e+08 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 3460 members 
Mstep: Class 3 contains 8392 members 
Mstep: Class 4 contains 2986 members 
Mstep: Class 5 contains 17658 members 
Mstep: Class 6 contains 26591 members 
Mstep: Class 7 contains 19171 members 
Mstep: Class 8 contains 6186 members 
Mstep: Class 9 contains 74275 members 
Mstep: Class 10 contains 73582 members 
Mstep: Class 11 contains 4835 members 
Mstep: Class 12 contains 8858 members 
Mstep: Class 13 contains 14213 members 
Mstep: Class 14 contains 4789 members 
Mstep: Class 15 contains 7824 members 
Mstep: Class 16 contains 11508 members 
Mstep: Class 17 contains 153559 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 39098 members 
Mstep: Class 20 contains 25262 members 
Mstep: Class 21 contains 4374 members 
Mstep: Class 22 contains 3906 members 
Mstep: Class 23 contains 62569 members 
Mstep: Class 24 contains 4184 members 
Mstep: Class 25 contains 5268 members 
Mstep: Class 26 contains 64617 members 
Mstep: Class 27 contains 4537 members 
Mstep: Class 28 contains 122151 members 
Mstep: Class 29 contains 14125 members 
Mstep: Class 30 contains 42367 members 
Mstep: Class 31 contains 610367 members 
Mstep: Class 32 contains 1220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111962656.000000 Penalty: 112659.960938
Iteration 104Q: 33 clusters Score -1.119627e+08 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 3460 members 
Mstep: Class 3 contains 8393 members 
Mstep: Class 4 contains 2985 members 
Mstep: Class 5 contains 17665 members 
Mstep: Class 6 contains 26657 members 
Mstep: Class 7 contains 19285 members 
Mstep: Class 8 contains 6188 members 
Mstep: Class 9 contains 74509 members 
Mstep: Class 10 contains 73589 members 
Mstep: Class 11 contains 4837 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14224 members 
Mstep: Class 14 contains 4791 members 
Mstep: Class 15 contains 7826 members 
Mstep: Class 16 contains 11507 members 
Mstep: Class 17 contains 153523 members 
Mstep: Class 18 contains 7410 members 
Mstep: Class 19 contains 39118 members 
Mstep: Class 20 contains 25267 members 
Mstep: Class 21 contains 4495 members 
Mstep: Class 22 contains 3915 members 
Mstep: Class 23 contains 62746 members 
Mstep: Class 24 contains 4195 members 
Mstep: Class 25 contains 5271 members 
Mstep: Class 26 contains 64659 members 
Mstep: Class 27 contains 4537 members 
Mstep: Class 28 contains 122140 members 
Mstep: Class 29 contains 14094 members 
Mstep: Class 30 contains 42495 members 
Mstep: Class 31 contains 610243 members 
Mstep: Class 32 contains 1225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111962328.000000 Penalty: 112659.960938
Iteration 105Q: 33 clusters Score -1.119623e+08 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 3460 members 
Mstep: Class 3 contains 8393 members 
Mstep: Class 4 contains 2988 members 
Mstep: Class 5 contains 17667 members 
Mstep: Class 6 contains 26713 members 
Mstep: Class 7 contains 19412 members 
Mstep: Class 8 contains 6196 members 
Mstep: Class 9 contains 74738 members 
Mstep: Class 10 contains 73591 members 
Mstep: Class 11 contains 4840 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14233 members 
Mstep: Class 14 contains 4793 members 
Mstep: Class 15 contains 7826 members 
Mstep: Class 16 contains 11507 members 
Mstep: Class 17 contains 153492 members 
Mstep: Class 18 contains 7409 members 
Mstep: Class 19 contains 39149 members 
Mstep: Class 20 contains 25273 members 
Mstep: Class 21 contains 4633 members 
Mstep: Class 22 contains 3921 members 
Mstep: Class 23 contains 62912 members 
Mstep: Class 24 contains 4207 members 
Mstep: Class 25 contains 5274 members 
Mstep: Class 26 contains 64706 members 
Mstep: Class 27 contains 4537 members 
Mstep: Class 28 contains 122143 members 
Mstep: Class 29 contains 14038 members 
Mstep: Class 30 contains 42619 members 
Mstep: Class 31 contains 610093 members 
Mstep: Class 32 contains 1229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111963160.000000 Penalty: 112659.960938
Iteration 106Q: 33 clusters Score -1.119632e+08 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 3460 members 
Mstep: Class 3 contains 8400 members 
Mstep: Class 4 contains 2992 members 
Mstep: Class 5 contains 17667 members 
Mstep: Class 6 contains 26761 members 
Mstep: Class 7 contains 19509 members 
Mstep: Class 8 contains 6213 members 
Mstep: Class 9 contains 74989 members 
Mstep: Class 10 contains 73594 members 
Mstep: Class 11 contains 4846 members 
Mstep: Class 12 contains 8858 members 
Mstep: Class 13 contains 14222 members 
Mstep: Class 14 contains 4795 members 
Mstep: Class 15 contains 7826 members 
Mstep: Class 16 contains 11507 members 
Mstep: Class 17 contains 153474 members 
Mstep: Class 18 contains 7408 members 
Mstep: Class 19 contains 39182 members 
Mstep: Class 20 contains 25271 members 
Mstep: Class 21 contains 4784 members 
Mstep: Class 22 contains 3926 members 
Mstep: Class 23 contains 63053 members 
Mstep: Class 24 contains 4217 members 
Mstep: Class 25 contains 5275 members 
Mstep: Class 26 contains 64749 members 
Mstep: Class 27 contains 4537 members 
Mstep: Class 28 contains 122148 members 
Mstep: Class 29 contains 13990 members 
Mstep: Class 30 contains 42735 members 
Mstep: Class 31 contains 609928 members 
Mstep: Class 32 contains 1233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111963744.000000 Penalty: 112659.960938
Iteration 107Q: 33 clusters Score -1.119637e+08 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 3460 members 
Mstep: Class 3 contains 8407 members 
Mstep: Class 4 contains 2996 members 
Mstep: Class 5 contains 17675 members 
Mstep: Class 6 contains 26806 members 
Mstep: Class 7 contains 19541 members 
Mstep: Class 8 contains 6225 members 
Mstep: Class 9 contains 75210 members 
Mstep: Class 10 contains 73597 members 
Mstep: Class 11 contains 4851 members 
Mstep: Class 12 contains 8858 members 
Mstep: Class 13 contains 14220 members 
Mstep: Class 14 contains 4799 members 
Mstep: Class 15 contains 7826 members 
Mstep: Class 16 contains 11507 members 
Mstep: Class 17 contains 153462 members 
Mstep: Class 18 contains 7407 members 
Mstep: Class 19 contains 39215 members 
Mstep: Class 20 contains 25276 members 
Mstep: Class 21 contains 4978 members 
Mstep: Class 22 contains 3932 members 
Mstep: Class 23 contains 63188 members 
Mstep: Class 24 contains 4233 members 
Mstep: Class 25 contains 5279 members 
Mstep: Class 26 contains 64806 members 
Mstep: Class 27 contains 4537 members 
Mstep: Class 28 contains 122145 members 
Mstep: Class 29 contains 13938 members 
Mstep: Class 30 contains 42860 members 
Mstep: Class 31 contains 609728 members 
Mstep: Class 32 contains 1239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111964072.000000 Penalty: 112659.960938
Iteration 108Q: 33 clusters Score -1.119641e+08 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 3460 members 
Mstep: Class 3 contains 8405 members 
Mstep: Class 4 contains 3007 members 
Mstep: Class 5 contains 17684 members 
Mstep: Class 6 contains 26867 members 
Mstep: Class 7 contains 19560 members 
Mstep: Class 8 contains 6227 members 
Mstep: Class 9 contains 75450 members 
Mstep: Class 10 contains 73604 members 
Mstep: Class 11 contains 4856 members 
Mstep: Class 12 contains 8858 members 
Mstep: Class 13 contains 14205 members 
Mstep: Class 14 contains 4802 members 
Mstep: Class 15 contains 7826 members 
Mstep: Class 16 contains 11506 members 
Mstep: Class 17 contains 153463 members 
Mstep: Class 18 contains 7407 members 
Mstep: Class 19 contains 39244 members 
Mstep: Class 20 contains 25287 members 
Mstep: Class 21 contains 5179 members 
Mstep: Class 22 contains 3933 members 
Mstep: Class 23 contains 63294 members 
Mstep: Class 24 contains 4256 members 
Mstep: Class 25 contains 5283 members 
Mstep: Class 26 contains 64860 members 
Mstep: Class 27 contains 4537 members 
Mstep: Class 28 contains 122142 members 
Mstep: Class 29 contains 13897 members 
Mstep: Class 30 contains 42975 members 
Mstep: Class 31 contains 609505 members 
Mstep: Class 32 contains 1242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111964216.000000 Penalty: 112659.960938
Iteration 109Q: 33 clusters Score -1.119642e+08 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 3460 members 
Mstep: Class 3 contains 8407 members 
Mstep: Class 4 contains 3014 members 
Mstep: Class 5 contains 17684 members 
Mstep: Class 6 contains 26911 members 
Mstep: Class 7 contains 19554 members 
Mstep: Class 8 contains 6227 members 
Mstep: Class 9 contains 75735 members 
Mstep: Class 10 contains 73610 members 
Mstep: Class 11 contains 4860 members 
Mstep: Class 12 contains 8858 members 
Mstep: Class 13 contains 14209 members 
Mstep: Class 14 contains 4804 members 
Mstep: Class 15 contains 7827 members 
Mstep: Class 16 contains 11507 members 
Mstep: Class 17 contains 153472 members 
Mstep: Class 18 contains 7407 members 
Mstep: Class 19 contains 39276 members 
Mstep: Class 20 contains 25298 members 
Mstep: Class 21 contains 5382 members 
Mstep: Class 22 contains 3936 members 
Mstep: Class 23 contains 63402 members 
Mstep: Class 24 contains 4277 members 
Mstep: Class 25 contains 5287 members 
Mstep: Class 26 contains 64898 members 
Mstep: Class 27 contains 4537 members 
Mstep: Class 28 contains 122154 members 
Mstep: Class 29 contains 13844 members 
Mstep: Class 30 contains 43090 members 
Mstep: Class 31 contains 609219 members 
Mstep: Class 32 contains 1245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111964496.000000 Penalty: 112659.960938
Iteration 110Q: 33 clusters Score -1.119645e+08 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 3460 members 
Mstep: Class 3 contains 8413 members 
Mstep: Class 4 contains 3023 members 
Mstep: Class 5 contains 17688 members 
Mstep: Class 6 contains 26954 members 
Mstep: Class 7 contains 19533 members 
Mstep: Class 8 contains 6231 members 
Mstep: Class 9 contains 75978 members 
Mstep: Class 10 contains 73618 members 
Mstep: Class 11 contains 4863 members 
Mstep: Class 12 contains 8858 members 
Mstep: Class 13 contains 14210 members 
Mstep: Class 14 contains 4804 members 
Mstep: Class 15 contains 7829 members 
Mstep: Class 16 contains 11506 members 
Mstep: Class 17 contains 153479 members 
Mstep: Class 18 contains 7406 members 
Mstep: Class 19 contains 39313 members 
Mstep: Class 20 contains 25302 members 
Mstep: Class 21 contains 5563 members 
Mstep: Class 22 contains 3940 members 
Mstep: Class 23 contains 63506 members 
Mstep: Class 24 contains 4299 members 
Mstep: Class 25 contains 5293 members 
Mstep: Class 26 contains 64933 members 
Mstep: Class 27 contains 4537 members 
Mstep: Class 28 contains 122171 members 
Mstep: Class 29 contains 13798 members 
Mstep: Class 30 contains 43177 members 
Mstep: Class 31 contains 608983 members 
Mstep: Class 32 contains 1250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111964784.000000 Penalty: 112659.960938
Iteration 111Q: 33 clusters Score -1.119648e+08 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 3460 members 
Mstep: Class 3 contains 8421 members 
Mstep: Class 4 contains 3027 members 
Mstep: Class 5 contains 17701 members 
Mstep: Class 6 contains 26995 members 
Mstep: Class 7 contains 19509 members 
Mstep: Class 8 contains 6232 members 
Mstep: Class 9 contains 76225 members 
Mstep: Class 10 contains 73624 members 
Mstep: Class 11 contains 4865 members 
Mstep: Class 12 contains 8858 members 
Mstep: Class 13 contains 14214 members 
Mstep: Class 14 contains 4803 members 
Mstep: Class 15 contains 7831 members 
Mstep: Class 16 contains 11505 members 
Mstep: Class 17 contains 153482 members 
Mstep: Class 18 contains 7404 members 
Mstep: Class 19 contains 39338 members 
Mstep: Class 20 contains 25307 members 
Mstep: Class 21 contains 5760 members 
Mstep: Class 22 contains 3949 members 
Mstep: Class 23 contains 63593 members 
Mstep: Class 24 contains 4320 members 
Mstep: Class 25 contains 5297 members 
Mstep: Class 26 contains 64982 members 
Mstep: Class 27 contains 4537 members 
Mstep: Class 28 contains 122174 members 
Mstep: Class 29 contains 13755 members 
Mstep: Class 30 contains 43249 members 
Mstep: Class 31 contains 608753 members 
Mstep: Class 32 contains 1253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111964920.000000 Penalty: 112659.960938
Iteration 112Q: 33 clusters Score -1.119649e+08 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 3460 members 
Mstep: Class 3 contains 8424 members 
Mstep: Class 4 contains 3037 members 
Mstep: Class 5 contains 17698 members 
Mstep: Class 6 contains 27037 members 
Mstep: Class 7 contains 19482 members 
Mstep: Class 8 contains 6244 members 
Mstep: Class 9 contains 76479 members 
Mstep: Class 10 contains 73620 members 
Mstep: Class 11 contains 4869 members 
Mstep: Class 12 contains 8857 members 
Mstep: Class 13 contains 14211 members 
Mstep: Class 14 contains 4802 members 
Mstep: Class 15 contains 7831 members 
Mstep: Class 16 contains 11506 members 
Mstep: Class 17 contains 153484 members 
Mstep: Class 18 contains 7403 members 
Mstep: Class 19 contains 39365 members 
Mstep: Class 20 contains 25312 members 
Mstep: Class 21 contains 5958 members 
Mstep: Class 22 contains 3959 members 
Mstep: Class 23 contains 63662 members 
Mstep: Class 24 contains 4333 members 
Mstep: Class 25 contains 5301 members 
Mstep: Class 26 contains 65032 members 
Mstep: Class 27 contains 4537 members 
Mstep: Class 28 contains 122180 members 
Mstep: Class 29 contains 13725 members 
Mstep: Class 30 contains 43313 members 
Mstep: Class 31 contains 608511 members 
Mstep: Class 32 contains 1253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111965008.000000 Penalty: 112659.960938
Iteration 113Q: 33 clusters Score -1.11965e+08 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 3460 members 
Mstep: Class 3 contains 8424 members 
Mstep: Class 4 contains 3044 members 
Mstep: Class 5 contains 17685 members 
Mstep: Class 6 contains 27071 members 
Mstep: Class 7 contains 19465 members 
Mstep: Class 8 contains 6239 members 
Mstep: Class 9 contains 76747 members 
Mstep: Class 10 contains 73627 members 
Mstep: Class 11 contains 4875 members 
Mstep: Class 12 contains 8856 members 
Mstep: Class 13 contains 14211 members 
Mstep: Class 14 contains 4802 members 
Mstep: Class 15 contains 7833 members 
Mstep: Class 16 contains 11506 members 
Mstep: Class 17 contains 153489 members 
Mstep: Class 18 contains 7401 members 
Mstep: Class 19 contains 39381 members 
Mstep: Class 20 contains 25318 members 
Mstep: Class 21 contains 6104 members 
Mstep: Class 22 contains 3961 members 
Mstep: Class 23 contains 63733 members 
Mstep: Class 24 contains 4341 members 
Mstep: Class 25 contains 5302 members 
Mstep: Class 26 contains 65066 members 
Mstep: Class 27 contains 4537 members 
Mstep: Class 28 contains 122194 members 
Mstep: Class 29 contains 13711 members 
Mstep: Class 30 contains 43371 members 
Mstep: Class 31 contains 608283 members 
Mstep: Class 32 contains 1259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111964880.000000 Penalty: 112659.960938
Iteration 114Q: 33 clusters Score -1.119649e+08 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 3460 members 
Mstep: Class 3 contains 8424 members 
Mstep: Class 4 contains 3047 members 
Mstep: Class 5 contains 17675 members 
Mstep: Class 6 contains 27106 members 
Mstep: Class 7 contains 19440 members 
Mstep: Class 8 contains 6238 members 
Mstep: Class 9 contains 76972 members 
Mstep: Class 10 contains 73636 members 
Mstep: Class 11 contains 4877 members 
Mstep: Class 12 contains 8855 members 
Mstep: Class 13 contains 14214 members 
Mstep: Class 14 contains 4803 members 
Mstep: Class 15 contains 7833 members 
Mstep: Class 16 contains 11506 members 
Mstep: Class 17 contains 153493 members 
Mstep: Class 18 contains 7400 members 
Mstep: Class 19 contains 39385 members 
Mstep: Class 20 contains 25321 members 
Mstep: Class 21 contains 6255 members 
Mstep: Class 22 contains 3968 members 
Mstep: Class 23 contains 63806 members 
Mstep: Class 24 contains 4350 members 
Mstep: Class 25 contains 5302 members 
Mstep: Class 26 contains 65114 members 
Mstep: Class 27 contains 4537 members 
Mstep: Class 28 contains 122206 members 
Mstep: Class 29 contains 13698 members 
Mstep: Class 30 contains 43422 members 
Mstep: Class 31 contains 608085 members 
Mstep: Class 32 contains 1258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111964904.000000 Penalty: 112659.960938
Iteration 115Q: 33 clusters Score -1.119649e+08 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 3460 members 
Mstep: Class 3 contains 8424 members 
Mstep: Class 4 contains 3049 members 
Mstep: Class 5 contains 17677 members 
Mstep: Class 6 contains 27140 members 
Mstep: Class 7 contains 19433 members 
Mstep: Class 8 contains 6242 members 
Mstep: Class 9 contains 77143 members 
Mstep: Class 10 contains 73635 members 
Mstep: Class 11 contains 4877 members 
Mstep: Class 12 contains 8854 members 
Mstep: Class 13 contains 14214 members 
Mstep: Class 14 contains 4805 members 
Mstep: Class 15 contains 7834 members 
Mstep: Class 16 contains 11506 members 
Mstep: Class 17 contains 153494 members 
Mstep: Class 18 contains 7400 members 
Mstep: Class 19 contains 39391 members 
Mstep: Class 20 contains 25325 members 
Mstep: Class 21 contains 6384 members 
Mstep: Class 22 contains 3974 members 
Mstep: Class 23 contains 63882 members 
Mstep: Class 24 contains 4357 members 
Mstep: Class 25 contains 5303 members 
Mstep: Class 26 contains 65168 members 
Mstep: Class 27 contains 4537 members 
Mstep: Class 28 contains 122203 members 
Mstep: Class 29 contains 13693 members 
Mstep: Class 30 contains 43482 members 
Mstep: Class 31 contains 607877 members 
Mstep: Class 32 contains 1259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111965112.000000 Penalty: 112659.960938
Iteration 116Q: 33 clusters Score -1.119651e+08 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 3460 members 
Mstep: Class 3 contains 8421 members 
Mstep: Class 4 contains 3053 members 
Mstep: Class 5 contains 17671 members 
Mstep: Class 6 contains 27171 members 
Mstep: Class 7 contains 19435 members 
Mstep: Class 8 contains 6239 members 
Mstep: Class 9 contains 77311 members 
Mstep: Class 10 contains 73641 members 
Mstep: Class 11 contains 4878 members 
Mstep: Class 12 contains 8854 members 
Mstep: Class 13 contains 14212 members 
Mstep: Class 14 contains 4804 members 
Mstep: Class 15 contains 7834 members 
Mstep: Class 16 contains 11507 members 
Mstep: Class 17 contains 153494 members 
Mstep: Class 18 contains 7401 members 
Mstep: Class 19 contains 39398 members 
Mstep: Class 20 contains 25331 members 
Mstep: Class 21 contains 6494 members 
Mstep: Class 22 contains 3976 members 
Mstep: Class 23 contains 63959 members 
Mstep: Class 24 contains 4363 members 
Mstep: Class 25 contains 5304 members 
Mstep: Class 26 contains 65202 members 
Mstep: Class 27 contains 4537 members 
Mstep: Class 28 contains 122199 members 
Mstep: Class 29 contains 13678 members 
Mstep: Class 30 contains 43545 members 
Mstep: Class 31 contains 607675 members 
Mstep: Class 32 contains 1257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111965200.000000 Penalty: 112659.960938
Iteration 117Q: 33 clusters Score -1.119652e+08 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 3460 members 
Mstep: Class 3 contains 8423 members 
Mstep: Class 4 contains 3055 members 
Mstep: Class 5 contains 17666 members 
Mstep: Class 6 contains 27196 members 
Mstep: Class 7 contains 19430 members 
Mstep: Class 8 contains 6241 members 
Mstep: Class 9 contains 77446 members 
Mstep: Class 10 contains 73645 members 
Mstep: Class 11 contains 4882 members 
Mstep: Class 12 contains 8853 members 
Mstep: Class 13 contains 14210 members 
Mstep: Class 14 contains 4802 members 
Mstep: Class 15 contains 7834 members 
Mstep: Class 16 contains 11508 members 
Mstep: Class 17 contains 153494 members 
Mstep: Class 18 contains 7401 members 
Mstep: Class 19 contains 39410 members 
Mstep: Class 20 contains 25336 members 
Mstep: Class 21 contains 6611 members 
Mstep: Class 22 contains 3980 members 
Mstep: Class 23 contains 64033 members 
Mstep: Class 24 contains 4367 members 
Mstep: Class 25 contains 5306 members 
Mstep: Class 26 contains 65234 members 
Mstep: Class 27 contains 4536 members 
Mstep: Class 28 contains 122203 members 
Mstep: Class 29 contains 13657 members 
Mstep: Class 30 contains 43606 members 
Mstep: Class 31 contains 607468 members 
Mstep: Class 32 contains 1256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111965400.000000 Penalty: 112659.960938
Iteration 118Q: 33 clusters Score -1.119654e+08 nChanged 1184
Entering ConstructFrom: 
Score: -111965400.000000 Penalty: 112659.960938
Entering ConstructFrom: 
Trying to split cluster 1 (6363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Entering Unmasked Estep 
Score: -537506.500000 Penalty: 2172.047363
	Iteration 0F: 2 clusters Score -537506.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -532164.062500 Penalty: 4344.094727
	Iteration 0F: 3 clusters Score -532164.1 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -533594.375000 Penalty: 4344.094727
	Iteration 1F: 3 clusters Score -533594.4 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -533845.250000 Penalty: 4344.094727
	Iteration 2F: 3 clusters Score -533845.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -533977.625000 Penalty: 4344.094727
	Iteration 3Q: 3 clusters Score -533977.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -534069.312500 Penalty: 4344.094727
	Iteration 4Q: 3 clusters Score -534069.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -534135.937500 Penalty: 4344.094727
	Iteration 5Q: 3 clusters Score -534135.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -534183.437500 Penalty: 4344.094727
	Iteration 6Q: 3 clusters Score -534183.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -534211.562500 Penalty: 4344.094727
	Iteration 7Q: 3 clusters Score -534211.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -534235.687500 Penalty: 4344.094727
	Iteration 8Q: 3 clusters Score -534235.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -534254.437500 Penalty: 4344.094727
	Iteration 9Q: 3 clusters Score -534254.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -534276.375000 Penalty: 4344.094727
	Iteration 10Q: 3 clusters Score -534276.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -534290.875000 Penalty: 4344.094727
	Iteration 11Q: 3 clusters Score -534290.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -534303.750000 Penalty: 4344.094727
	Iteration 12Q: 3 clusters Score -534303.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -534314.625000 Penalty: 4344.094727
	Iteration 13Q: 3 clusters Score -534314.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -534323.625000 Penalty: 4344.094727
	Iteration 14Q: 3 clusters Score -534323.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -534332.187500 Penalty: 4344.094727
	Iteration 15Q: 3 clusters Score -534332.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -534338.250000 Penalty: 4344.094727
	Iteration 16Q: 3 clusters Score -534338.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -534345.312500 Penalty: 4344.094727
	Iteration 17Q: 3 clusters Score -534345.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -534351.312500 Penalty: 4344.094727
	Iteration 18Q: 3 clusters Score -534351.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -534353.812500 Penalty: 4344.094727
	Iteration 19Q: 3 clusters Score -534353.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -534357.812500 Penalty: 4344.094727
	Iteration 20F: 3 clusters Score -534357.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -534360.937500 Penalty: 4344.094727
	Iteration 21Q: 3 clusters Score -534360.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -534362.625000 Penalty: 4344.094727
	Iteration 22Q: 3 clusters Score -534362.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -534363.250000 Penalty: 4344.094727
	Iteration 23Q: 3 clusters Score -534363.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -534363.875000 Penalty: 4344.094727
	Iteration 24Q: 3 clusters Score -534363.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -534366.750000 Penalty: 4344.094727
	Iteration 25Q: 3 clusters Score -534366.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -534369.187500 Penalty: 4344.094727
	Iteration 26Q: 3 clusters Score -534369.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -534371.625000 Penalty: 4344.094727
	Iteration 27Q: 3 clusters Score -534371.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -534374.437500 Penalty: 4344.094727
	Iteration 28Q: 3 clusters Score -534374.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -534378.250000 Penalty: 4344.094727
	Iteration 29Q: 3 clusters Score -534378.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -534381.312500 Penalty: 4344.094727
	Iteration 30Q: 3 clusters Score -534381.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -534387.937500 Penalty: 4344.094727
	Iteration 31Q: 3 clusters Score -534387.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -534391.437500 Penalty: 4344.094727
	Iteration 32Q: 3 clusters Score -534391.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -534392.500000 Penalty: 4344.094727
	Iteration 33Q: 3 clusters Score -534392.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -534396.312500 Penalty: 4344.094727
	Iteration 34Q: 3 clusters Score -534396.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -534398.875000 Penalty: 4344.094727
	Iteration 35Q: 3 clusters Score -534398.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -534400.937500 Penalty: 4344.094727
	Iteration 36Q: 3 clusters Score -534400.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -534404.187500 Penalty: 4344.094727
	Iteration 37Q: 3 clusters Score -534404.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -534407.187500 Penalty: 4344.094727
	Iteration 38Q: 3 clusters Score -534407.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -534409.562500 Penalty: 4344.094727
	Iteration 39Q: 3 clusters Score -534409.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -534412.062500 Penalty: 4344.094727
	Iteration 40F: 3 clusters Score -534412.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -534418.500000 Penalty: 4344.094727
	Iteration 41Q: 3 clusters Score -534418.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -534422.812500 Penalty: 4344.094727
	Iteration 42Q: 3 clusters Score -534422.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -534426.250000 Penalty: 4344.094727
	Iteration 43Q: 3 clusters Score -534426.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -534431.437500 Penalty: 4344.094727
	Iteration 44Q: 3 clusters Score -534431.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -534434.437500 Penalty: 4344.094727
	Iteration 45Q: 3 clusters Score -534434.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -534436.937500 Penalty: 4344.094727
	Iteration 46Q: 3 clusters Score -534436.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -534438.187500 Penalty: 4344.094727
	Iteration 47Q: 3 clusters Score -534438.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -534440.375000 Penalty: 4344.094727
	Iteration 48Q: 3 clusters Score -534440.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -534443.250000 Penalty: 4344.094727
	Iteration 49Q: 3 clusters Score -534443.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -534444.187500 Penalty: 4344.094727
	Iteration 50Q: 3 clusters Score -534444.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -534443.500000 Penalty: 4344.094727
	Iteration 51Q: 3 clusters Score -534443.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -534445.687500 Penalty: 4344.094727
	Iteration 52Q: 3 clusters Score -534445.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -534446.000000 Penalty: 4344.094727
	Iteration 53Q: 3 clusters Score -534446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -534446.250000 Penalty: 4344.094727
	Iteration 54Q: 3 clusters Score -534446.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -534447.187500 Penalty: 4344.094727
	Iteration 55Q: 3 clusters Score -534447.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -534447.437500 Penalty: 4344.094727
	Iteration 56Q: 3 clusters Score -534447.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -534447.437500 Penalty: 4344.094727
	Iteration 57Q: 3 clusters Score -534447.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -534447.750000 Penalty: 4344.094727
	Iteration 58Q: 3 clusters Score -534447.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -534447.312500 Penalty: 4344.094727
	Iteration 59Q: 3 clusters Score -534447.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -534448.125000 Penalty: 4344.094727
	Iteration 60F: 3 clusters Score -534448.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -534448.875000 Penalty: 4344.094727
	Iteration 61Q: 3 clusters Score -534448.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -534450.437500 Penalty: 4344.094727
	Iteration 62Q: 3 clusters Score -534450.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -534451.375000 Penalty: 4344.094727
	Iteration 63Q: 3 clusters Score -534451.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -534453.312500 Penalty: 4344.094727
	Iteration 64Q: 3 clusters Score -534453.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -534455.750000 Penalty: 4344.094727
	Iteration 65Q: 3 clusters Score -534455.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -534457.187500 Penalty: 4344.094727
	Iteration 66Q: 3 clusters Score -534457.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -534462.687500 Penalty: 4344.094727
	Iteration 67Q: 3 clusters Score -534462.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -534467.500000 Penalty: 4344.094727
	Iteration 68Q: 3 clusters Score -534467.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -534477.000000 Penalty: 4344.094727
	Iteration 69Q: 3 clusters Score -534477 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -534484.500000 Penalty: 4344.094727
	Iteration 70Q: 3 clusters Score -534484.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -534493.125000 Penalty: 4344.094727
	Iteration 71Q: 3 clusters Score -534493.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -534505.187500 Penalty: 4344.094727
	Iteration 72Q: 3 clusters Score -534505.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -534521.750000 Penalty: 4344.094727
	Iteration 73Q: 3 clusters Score -534521.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -534548.750000 Penalty: 4344.094727
	Iteration 74Q: 3 clusters Score -534548.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -534574.625000 Penalty: 4344.094727
	Iteration 75Q: 3 clusters Score -534574.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -534618.062500 Penalty: 4344.094727
	Iteration 76Q: 3 clusters Score -534618.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -534689.062500 Penalty: 4344.094727
	Iteration 77Q: 3 clusters Score -534689.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -534786.375000 Penalty: 4344.094727
	Iteration 78Q: 3 clusters Score -534786.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -534892.687500 Penalty: 4344.094727
	Iteration 79Q: 3 clusters Score -534892.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -534998.312500 Penalty: 4344.094727
	Iteration 80F: 3 clusters Score -534998.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -535092.187500 Penalty: 4344.094727
	Iteration 81Q: 3 clusters Score -535092.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -535164.750000 Penalty: 4344.094727
	Iteration 82Q: 3 clusters Score -535164.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -535217.437500 Penalty: 4344.094727
	Iteration 83Q: 3 clusters Score -535217.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -535253.125000 Penalty: 4344.094727
	Iteration 84Q: 3 clusters Score -535253.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -535286.937500 Penalty: 4344.094727
	Iteration 85Q: 3 clusters Score -535286.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -535314.312500 Penalty: 4344.094727
	Iteration 86Q: 3 clusters Score -535314.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -535339.187500 Penalty: 4344.094727
	Iteration 87Q: 3 clusters Score -535339.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -535365.125000 Penalty: 4344.094727
	Iteration 88Q: 3 clusters Score -535365.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -535383.000000 Penalty: 4344.094727
	Iteration 89Q: 3 clusters Score -535383 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -535400.937500 Penalty: 4344.094727
	Iteration 90Q: 3 clusters Score -535400.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -535417.812500 Penalty: 4344.094727
	Iteration 91Q: 3 clusters Score -535417.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -535435.125000 Penalty: 4344.094727
	Iteration 92Q: 3 clusters Score -535435.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -535447.250000 Penalty: 4344.094727
	Iteration 93Q: 3 clusters Score -535447.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -535454.375000 Penalty: 4344.094727
	Iteration 94Q: 3 clusters Score -535454.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -535458.562500 Penalty: 4344.094727
	Iteration 95Q: 3 clusters Score -535458.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -535465.812500 Penalty: 4344.094727
	Iteration 96Q: 3 clusters Score -535465.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -535469.812500 Penalty: 4344.094727
	Iteration 97Q: 3 clusters Score -535469.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -535473.625000 Penalty: 4344.094727
	Iteration 98Q: 3 clusters Score -535473.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -535478.125000 Penalty: 4344.094727
	Iteration 99Q: 3 clusters Score -535478.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -535482.187500 Penalty: 4344.094727
	Iteration 100F: 3 clusters Score -535482.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -535487.250000 Penalty: 4344.094727
	Iteration 101Q: 3 clusters Score -535487.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -535491.062500 Penalty: 4344.094727
	Iteration 102Q: 3 clusters Score -535491.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -535497.312500 Penalty: 4344.094727
	Iteration 103Q: 3 clusters Score -535497.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -535502.625000 Penalty: 4344.094727
	Iteration 104Q: 3 clusters Score -535502.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -535506.125000 Penalty: 4344.094727
	Iteration 105Q: 3 clusters Score -535506.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -535512.125000 Penalty: 4344.094727
	Iteration 106Q: 3 clusters Score -535512.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -535516.375000 Penalty: 4344.094727
	Iteration 107Q: 3 clusters Score -535516.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -535520.125000 Penalty: 4344.094727
	Iteration 108Q: 3 clusters Score -535520.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -535523.500000 Penalty: 4344.094727
	Iteration 109Q: 3 clusters Score -535523.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -535526.062500 Penalty: 4344.094727
	Iteration 110Q: 3 clusters Score -535526.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -535529.062500 Penalty: 4344.094727
	Iteration 111Q: 3 clusters Score -535529.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -535531.562500 Penalty: 4344.094727
	Iteration 112Q: 3 clusters Score -535531.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -535531.687500 Penalty: 4344.094727
	Iteration 113Q: 3 clusters Score -535531.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -535533.500000 Penalty: 4344.094727
	Iteration 114Q: 3 clusters Score -535533.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -535534.625000 Penalty: 4344.094727
	Iteration 115Q: 3 clusters Score -535534.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -535535.562500 Penalty: 4344.094727
	Iteration 116Q: 3 clusters Score -535535.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -535536.687500 Penalty: 4344.094727
	Iteration 117Q: 3 clusters Score -535536.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -535537.562500 Penalty: 4344.094727
	Iteration 118Q: 3 clusters Score -535537.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -535538.062500 Penalty: 4344.094727
	Iteration 119Q: 3 clusters Score -535538.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -535538.062500 Penalty: 4344.094727
	Iteration 120F: 3 clusters Score -535538.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Entering Unmasked Estep 
Score: -267953.687500 Penalty: 2020.958008
	Iteration 0F: 2 clusters Score -267953.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -264327.250000 Penalty: 4041.916016
	Iteration 0F: 3 clusters Score -264327.2 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -265014.218750 Penalty: 4041.916016
	Iteration 1F: 3 clusters Score -265014.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -265225.375000 Penalty: 4041.916016
	Iteration 2F: 3 clusters Score -265225.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -265365.093750 Penalty: 4041.916016
	Iteration 3F: 3 clusters Score -265365.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -265460.500000 Penalty: 4041.916016
	Iteration 4Q: 3 clusters Score -265460.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -265553.281250 Penalty: 4041.916016
	Iteration 5Q: 3 clusters Score -265553.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -265626.218750 Penalty: 4041.916016
	Iteration 6Q: 3 clusters Score -265626.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -265685.562500 Penalty: 4041.916016
	Iteration 7Q: 3 clusters Score -265685.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -265745.656250 Penalty: 4041.916016
	Iteration 8Q: 3 clusters Score -265745.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -265799.281250 Penalty: 4041.916016
	Iteration 9Q: 3 clusters Score -265799.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -265856.218750 Penalty: 4041.916016
	Iteration 10Q: 3 clusters Score -265856.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -265905.937500 Penalty: 4041.916016
	Iteration 11Q: 3 clusters Score -265905.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -265949.562500 Penalty: 4041.916016
	Iteration 12Q: 3 clusters Score -265949.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -265982.406250 Penalty: 4041.916016
	Iteration 13Q: 3 clusters Score -265982.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -266024.468750 Penalty: 4041.916016
	Iteration 14Q: 3 clusters Score -266024.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -266062.812500 Penalty: 4041.916016
	Iteration 15Q: 3 clusters Score -266062.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -266088.500000 Penalty: 4041.916016
	Iteration 16Q: 3 clusters Score -266088.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -266116.812500 Penalty: 4041.916016
	Iteration 17Q: 3 clusters Score -266116.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -266145.687500 Penalty: 4041.916016
	Iteration 18Q: 3 clusters Score -266145.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -266180.218750 Penalty: 4041.916016
	Iteration 19Q: 3 clusters Score -266180.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -266207.375000 Penalty: 4041.916016
	Iteration 20F: 3 clusters Score -266207.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -266235.937500 Penalty: 4041.916016
	Iteration 21Q: 3 clusters Score -266235.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -266257.531250 Penalty: 4041.916016
	Iteration 22Q: 3 clusters Score -266257.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -266270.906250 Penalty: 4041.916016
	Iteration 23Q: 3 clusters Score -266270.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -266276.968750 Penalty: 4041.916016
	Iteration 24Q: 3 clusters Score -266277 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -266284.718750 Penalty: 4041.916016
	Iteration 25Q: 3 clusters Score -266284.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -266290.812500 Penalty: 4041.916016
	Iteration 26Q: 3 clusters Score -266290.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -266297.937500 Penalty: 4041.916016
	Iteration 27Q: 3 clusters Score -266297.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -266302.312500 Penalty: 4041.916016
	Iteration 28Q: 3 clusters Score -266302.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -266307.062500 Penalty: 4041.916016
	Iteration 29Q: 3 clusters Score -266307.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -266308.468750 Penalty: 4041.916016
	Iteration 30Q: 3 clusters Score -266308.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -266308.906250 Penalty: 4041.916016
	Iteration 31Q: 3 clusters Score -266308.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -266310.281250 Penalty: 4041.916016
	Iteration 32Q: 3 clusters Score -266310.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -266310.781250 Penalty: 4041.916016
	Iteration 33Q: 3 clusters Score -266310.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -266311.656250 Penalty: 4041.916016
	Iteration 34Q: 3 clusters Score -266311.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -266311.500000 Penalty: 4041.916016
	Iteration 35Q: 3 clusters Score -266311.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -266311.500000 Penalty: 4041.916016
	Iteration 36F: 3 clusters Score -266311.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Entering Unmasked Estep 
Score: -636564.687500 Penalty: 2241.661621
	Iteration 0F: 2 clusters Score -636564.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -629786.000000 Penalty: 4483.323242
	Iteration 0F: 3 clusters Score -629786 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -631729.125000 Penalty: 4483.323242
	Iteration 1F: 3 clusters Score -631729.1 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -632039.500000 Penalty: 4483.323242
	Iteration 2F: 3 clusters Score -632039.5 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -632224.062500 Penalty: 4483.323242
	Iteration 3F: 3 clusters Score -632224.1 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -632369.000000 Penalty: 4483.323242
	Iteration 4Q: 3 clusters Score -632369 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -632485.250000 Penalty: 4483.323242
	Iteration 5Q: 3 clusters Score -632485.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -632592.187500 Penalty: 4483.323242
	Iteration 6Q: 3 clusters Score -632592.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -632684.562500 Penalty: 4483.323242
	Iteration 7Q: 3 clusters Score -632684.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -632756.250000 Penalty: 4483.323242
	Iteration 8Q: 3 clusters Score -632756.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -632815.250000 Penalty: 4483.323242
	Iteration 9Q: 3 clusters Score -632815.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -632886.000000 Penalty: 4483.323242
	Iteration 10Q: 3 clusters Score -632886 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -632950.562500 Penalty: 4483.323242
	Iteration 11Q: 3 clusters Score -632950.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -633014.062500 Penalty: 4483.323242
	Iteration 12Q: 3 clusters Score -633014.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -633085.250000 Penalty: 4483.323242
	Iteration 13Q: 3 clusters Score -633085.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -633157.000000 Penalty: 4483.323242
	Iteration 14Q: 3 clusters Score -633157 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -633261.812500 Penalty: 4483.323242
	Iteration 15Q: 3 clusters Score -633261.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -633362.687500 Penalty: 4483.323242
	Iteration 16Q: 3 clusters Score -633362.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -633489.812500 Penalty: 4483.323242
	Iteration 17Q: 3 clusters Score -633489.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -633643.000000 Penalty: 4483.323242
	Iteration 18Q: 3 clusters Score -633643 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -633795.125000 Penalty: 4483.323242
	Iteration 19Q: 3 clusters Score -633795.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -633965.187500 Penalty: 4483.323242
	Iteration 20F: 3 clusters Score -633965.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -634127.750000 Penalty: 4483.323242
	Iteration 21Q: 3 clusters Score -634127.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -634278.750000 Penalty: 4483.323242
	Iteration 22Q: 3 clusters Score -634278.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -634446.625000 Penalty: 4483.323242
	Iteration 23Q: 3 clusters Score -634446.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -634650.375000 Penalty: 4483.323242
	Iteration 24Q: 3 clusters Score -634650.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -634848.812500 Penalty: 4483.323242
	Iteration 25Q: 3 clusters Score -634848.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -635055.250000 Penalty: 4483.323242
	Iteration 26Q: 3 clusters Score -635055.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -635183.062500 Penalty: 4483.323242
	Iteration 27Q: 3 clusters Score -635183.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -635242.312500 Penalty: 4483.323242
	Iteration 28Q: 3 clusters Score -635242.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -635289.312500 Penalty: 4483.323242
	Iteration 29Q: 3 clusters Score -635289.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -635342.812500 Penalty: 4483.323242
	Iteration 30Q: 3 clusters Score -635342.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -635393.875000 Penalty: 4483.323242
	Iteration 31Q: 3 clusters Score -635393.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -635440.562500 Penalty: 4483.323242
	Iteration 32Q: 3 clusters Score -635440.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -635477.312500 Penalty: 4483.323242
	Iteration 33Q: 3 clusters Score -635477.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -635511.000000 Penalty: 4483.323242
	Iteration 34Q: 3 clusters Score -635511 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -635533.750000 Penalty: 4483.323242
	Iteration 35Q: 3 clusters Score -635533.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -635544.875000 Penalty: 4483.323242
	Iteration 36Q: 3 clusters Score -635544.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -635548.375000 Penalty: 4483.323242
	Iteration 37Q: 3 clusters Score -635548.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -635554.687500 Penalty: 4483.323242
	Iteration 38Q: 3 clusters Score -635554.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -635560.250000 Penalty: 4483.323242
	Iteration 39Q: 3 clusters Score -635560.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -635565.125000 Penalty: 4483.323242
	Iteration 40F: 3 clusters Score -635565.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -635574.312500 Penalty: 4483.323242
	Iteration 41Q: 3 clusters Score -635574.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -635582.375000 Penalty: 4483.323242
	Iteration 42Q: 3 clusters Score -635582.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -635587.000000 Penalty: 4483.323242
	Iteration 43Q: 3 clusters Score -635587 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -635590.000000 Penalty: 4483.323242
	Iteration 44Q: 3 clusters Score -635590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -635595.125000 Penalty: 4483.323242
	Iteration 45Q: 3 clusters Score -635595.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -635596.000000 Penalty: 4483.323242
	Iteration 46Q: 3 clusters Score -635596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -635597.875000 Penalty: 4483.323242
	Iteration 47Q: 3 clusters Score -635597.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -635598.750000 Penalty: 4483.323242
	Iteration 48Q: 3 clusters Score -635598.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -635598.375000 Penalty: 4483.323242
	Iteration 49Q: 3 clusters Score -635598.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -635599.375000 Penalty: 4483.323242
	Iteration 50Q: 3 clusters Score -635599.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -635600.562500 Penalty: 4483.323242
	Iteration 51Q: 3 clusters Score -635600.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -635601.125000 Penalty: 4483.323242
	Iteration 52Q: 3 clusters Score -635601.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -635600.875000 Penalty: 4483.323242
	Iteration 53Q: 3 clusters Score -635600.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -635600.875000 Penalty: 4483.323242
	Iteration 54F: 3 clusters Score -635600.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Entering Unmasked Estep 
Score: -204023.953125 Penalty: 1990.165894
	Iteration 0F: 2 clusters Score -204024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -200723.609375 Penalty: 3980.331787
	Iteration 0F: 3 clusters Score -200723.6 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -201469.593750 Penalty: 3980.331787
	Iteration 1F: 3 clusters Score -201469.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -201721.562500 Penalty: 3980.331787
	Iteration 2F: 3 clusters Score -201721.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -201894.156250 Penalty: 3980.331787
	Iteration 3F: 3 clusters Score -201894.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -202083.000000 Penalty: 3980.331787
	Iteration 4F: 3 clusters Score -202083 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -202260.421875 Penalty: 3980.331787
	Iteration 5Q: 3 clusters Score -202260.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -202414.890625 Penalty: 3980.331787
	Iteration 6Q: 3 clusters Score -202414.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -202560.046875 Penalty: 3980.331787
	Iteration 7Q: 3 clusters Score -202560 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -202691.953125 Penalty: 3980.331787
	Iteration 8Q: 3 clusters Score -202692 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -202789.218750 Penalty: 3980.331787
	Iteration 9Q: 3 clusters Score -202789.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -202874.000000 Penalty: 3980.331787
	Iteration 10Q: 3 clusters Score -202874 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -202954.312500 Penalty: 3980.331787
	Iteration 11Q: 3 clusters Score -202954.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -203035.484375 Penalty: 3980.331787
	Iteration 12Q: 3 clusters Score -203035.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -203104.609375 Penalty: 3980.331787
	Iteration 13Q: 3 clusters Score -203104.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -203159.125000 Penalty: 3980.331787
	Iteration 14Q: 3 clusters Score -203159.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -203201.015625 Penalty: 3980.331787
	Iteration 15Q: 3 clusters Score -203201 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -203220.265625 Penalty: 3980.331787
	Iteration 16Q: 3 clusters Score -203220.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -203233.359375 Penalty: 3980.331787
	Iteration 17Q: 3 clusters Score -203233.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -203242.031250 Penalty: 3980.331787
	Iteration 18Q: 3 clusters Score -203242 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -203247.656250 Penalty: 3980.331787
	Iteration 19Q: 3 clusters Score -203247.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -203253.359375 Penalty: 3980.331787
	Iteration 20F: 3 clusters Score -203253.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -203257.328125 Penalty: 3980.331787
	Iteration 21Q: 3 clusters Score -203257.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -203260.015625 Penalty: 3980.331787
	Iteration 22Q: 3 clusters Score -203260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -203260.968750 Penalty: 3980.331787
	Iteration 23Q: 3 clusters Score -203261 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -203263.656250 Penalty: 3980.331787
	Iteration 24Q: 3 clusters Score -203263.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -203269.015625 Penalty: 3980.331787
	Iteration 25Q: 3 clusters Score -203269 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -203277.062500 Penalty: 3980.331787
	Iteration 26Q: 3 clusters Score -203277.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -203282.078125 Penalty: 3980.331787
	Iteration 27Q: 3 clusters Score -203282.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -203284.437500 Penalty: 3980.331787
	Iteration 28Q: 3 clusters Score -203284.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -203286.062500 Penalty: 3980.331787
	Iteration 29Q: 3 clusters Score -203286.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -203287.593750 Penalty: 3980.331787
	Iteration 30Q: 3 clusters Score -203287.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -203288.718750 Penalty: 3980.331787
	Iteration 31Q: 3 clusters Score -203288.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -203289.281250 Penalty: 3980.331787
	Iteration 32Q: 3 clusters Score -203289.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -203290.156250 Penalty: 3980.331787
	Iteration 33Q: 3 clusters Score -203290.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -203290.156250 Penalty: 3980.331787
	Iteration 34F: 3 clusters Score -203290.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (17668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17668 members 
Entering Unmasked Estep 
Score: -1453653.625000 Penalty: 2425.318604
	Iteration 0F: 2 clusters Score -1453654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -1441096.875000 Penalty: 4850.637207
	Iteration 0F: 3 clusters Score -1441097 nChanged 7730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -1445262.125000 Penalty: 4850.637207
	Iteration 1F: 3 clusters Score -1445262 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -1445966.750000 Penalty: 4850.637207
	Iteration 2F: 3 clusters Score -1445967 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -1446815.250000 Penalty: 4850.637207
	Iteration 3F: 3 clusters Score -1446815 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -1447680.875000 Penalty: 4850.637207
	Iteration 4F: 3 clusters Score -1447681 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -1448587.125000 Penalty: 4850.637207
	Iteration 5F: 3 clusters Score -1448587 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -1449467.500000 Penalty: 4850.637207
	Iteration 6F: 3 clusters Score -1449468 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -1450270.250000 Penalty: 4850.637207
	Iteration 7F: 3 clusters Score -1450270 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -1450849.500000 Penalty: 4850.637207
	Iteration 8Q: 3 clusters Score -1450850 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -1451221.000000 Penalty: 4850.637207
	Iteration 9Q: 3 clusters Score -1451221 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -1451440.625000 Penalty: 4850.637207
	Iteration 10Q: 3 clusters Score -1451441 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -1451605.375000 Penalty: 4850.637207
	Iteration 11Q: 3 clusters Score -1451605 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -1451715.750000 Penalty: 4850.637207
	Iteration 12Q: 3 clusters Score -1451716 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -1451771.125000 Penalty: 4850.637207
	Iteration 13Q: 3 clusters Score -1451771 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -1451824.000000 Penalty: 4850.637207
	Iteration 14Q: 3 clusters Score -1451824 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -1451856.250000 Penalty: 4850.637207
	Iteration 15Q: 3 clusters Score -1451856 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -1451904.250000 Penalty: 4850.637207
	Iteration 16Q: 3 clusters Score -1451904 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -1451938.000000 Penalty: 4850.637207
	Iteration 17Q: 3 clusters Score -1451938 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -1451971.750000 Penalty: 4850.637207
	Iteration 18Q: 3 clusters Score -1451972 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -1452006.375000 Penalty: 4850.637207
	Iteration 19Q: 3 clusters Score -1452006 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 15332 members 
Entering Unmasked Estep 
Score: -1452039.125000 Penalty: 4850.637207
	Iteration 20F: 3 clusters Score -1452039 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
Score: -1452063.000000 Penalty: 4850.637207
	Iteration 21Q: 3 clusters Score -1452063 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
Score: -1452072.875000 Penalty: 4850.637207
	Iteration 22Q: 3 clusters Score -1452073 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 15537 members 
Entering Unmasked Estep 
Score: -1452095.375000 Penalty: 4850.637207
	Iteration 23Q: 3 clusters Score -1452095 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -1452105.250000 Penalty: 4850.637207
	Iteration 24Q: 3 clusters Score -1452105 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -1452119.625000 Penalty: 4850.637207
	Iteration 25Q: 3 clusters Score -1452120 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 15693 members 
Entering Unmasked Estep 
Score: -1452132.750000 Penalty: 4850.637207
	Iteration 26Q: 3 clusters Score -1452133 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 15746 members 
Entering Unmasked Estep 
Score: -1452154.250000 Penalty: 4850.637207
	Iteration 27Q: 3 clusters Score -1452154 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 15802 members 
Entering Unmasked Estep 
Score: -1452172.250000 Penalty: 4850.637207
	Iteration 28Q: 3 clusters Score -1452172 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 15862 members 
Entering Unmasked Estep 
Score: -1452195.500000 Penalty: 4850.637207
	Iteration 29Q: 3 clusters Score -1452196 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -1452219.125000 Penalty: 4850.637207
	Iteration 30Q: 3 clusters Score -1452219 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 15958 members 
Entering Unmasked Estep 
Score: -1452234.875000 Penalty: 4850.637207
	Iteration 31Q: 3 clusters Score -1452235 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 15997 members 
Entering Unmasked Estep 
Score: -1452245.125000 Penalty: 4850.637207
	Iteration 32Q: 3 clusters Score -1452245 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 16035 members 
Entering Unmasked Estep 
Score: -1452253.250000 Penalty: 4850.637207
	Iteration 33Q: 3 clusters Score -1452253 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -1452269.125000 Penalty: 4850.637207
	Iteration 34Q: 3 clusters Score -1452269 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 16104 members 
Entering Unmasked Estep 
Score: -1452274.500000 Penalty: 4850.637207
	Iteration 35Q: 3 clusters Score -1452274 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 16135 members 
Entering Unmasked Estep 
Score: -1452283.500000 Penalty: 4850.637207
	Iteration 36Q: 3 clusters Score -1452284 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -1452299.625000 Penalty: 4850.637207
	Iteration 37Q: 3 clusters Score -1452300 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 16204 members 
Entering Unmasked Estep 
Score: -1452316.375000 Penalty: 4850.637207
	Iteration 38Q: 3 clusters Score -1452316 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
Score: -1452328.125000 Penalty: 4850.637207
	Iteration 39Q: 3 clusters Score -1452328 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -1452338.000000 Penalty: 4850.637207
	Iteration 40F: 3 clusters Score -1452338 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 16299 members 
Entering Unmasked Estep 
Score: -1452348.875000 Penalty: 4850.637207
	Iteration 41Q: 3 clusters Score -1452349 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -1452362.625000 Penalty: 4850.637207
	Iteration 42Q: 3 clusters Score -1452363 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
Score: -1452380.500000 Penalty: 4850.637207
	Iteration 43Q: 3 clusters Score -1452380 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 16389 members 
Entering Unmasked Estep 
Score: -1452389.375000 Penalty: 4850.637207
	Iteration 44Q: 3 clusters Score -1452389 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 16410 members 
Entering Unmasked Estep 
Score: -1452395.500000 Penalty: 4850.637207
	Iteration 45Q: 3 clusters Score -1452396 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -1452406.500000 Penalty: 4850.637207
	Iteration 46Q: 3 clusters Score -1452406 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 16438 members 
Entering Unmasked Estep 
Score: -1452408.000000 Penalty: 4850.637207
	Iteration 47Q: 3 clusters Score -1452408 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 16452 members 
Entering Unmasked Estep 
Score: -1452411.250000 Penalty: 4850.637207
	Iteration 48Q: 3 clusters Score -1452411 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 16464 members 
Entering Unmasked Estep 
Score: -1452411.375000 Penalty: 4850.637207
	Iteration 49Q: 3 clusters Score -1452411 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -1452412.625000 Penalty: 4850.637207
	Iteration 50Q: 3 clusters Score -1452413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 16475 members 
Entering Unmasked Estep 
Score: -1452414.625000 Penalty: 4850.637207
	Iteration 51Q: 3 clusters Score -1452415 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -1452417.250000 Penalty: 4850.637207
	Iteration 52Q: 3 clusters Score -1452417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 16483 members 
Entering Unmasked Estep 
Score: -1452415.500000 Penalty: 4850.637207
	Iteration 53Q: 3 clusters Score -1452416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 16486 members 
Entering Unmasked Estep 
Score: -1452417.750000 Penalty: 4850.637207
	Iteration 54Q: 3 clusters Score -1452418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 16491 members 
Entering Unmasked Estep 
Score: -1452423.000000 Penalty: 4850.637207
	Iteration 55Q: 3 clusters Score -1452423 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 16496 members 
Entering Unmasked Estep 
Score: -1452422.375000 Penalty: 4850.637207
	Iteration 56Q: 3 clusters Score -1452422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 16498 members 
Entering Unmasked Estep 
Score: -1452425.375000 Penalty: 4850.637207
	Iteration 57Q: 3 clusters Score -1452425 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 16499 members 
Entering Unmasked Estep 
Score: -1452426.250000 Penalty: 4850.637207
	Iteration 58Q: 3 clusters Score -1452426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -1452428.125000 Penalty: 4850.637207
	Iteration 59Q: 3 clusters Score -1452428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -1452428.125000 Penalty: 4850.637207
	Iteration 60F: 3 clusters Score -1452428 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (27229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27229 members 
Entering Unmasked Estep 
Score: -2238422.250000 Penalty: 2532.585449
	Iteration 0F: 2 clusters Score -2238422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -2219720.750000 Penalty: 5065.170898
	Iteration 0F: 3 clusters Score -2219721 nChanged 12217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -2226254.500000 Penalty: 5065.170898
	Iteration 1F: 3 clusters Score -2226254 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -2226687.750000 Penalty: 5065.170898
	Iteration 2Q: 3 clusters Score -2226688 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -2227065.750000 Penalty: 5065.170898
	Iteration 3Q: 3 clusters Score -2227066 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -2227448.500000 Penalty: 5065.170898
	Iteration 4Q: 3 clusters Score -2227448 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 16106 members 
Entering Unmasked Estep 
Score: -2227917.000000 Penalty: 5065.170898
	Iteration 5Q: 3 clusters Score -2227917 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 17049 members 
Entering Unmasked Estep 
Score: -2228520.750000 Penalty: 5065.170898
	Iteration 6Q: 3 clusters Score -2228521 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -2229310.250000 Penalty: 5065.170898
	Iteration 7Q: 3 clusters Score -2229310 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 19504 members 
Entering Unmasked Estep 
Score: -2230276.500000 Penalty: 5065.170898
	Iteration 8F: 3 clusters Score -2230276 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 20977 members 
Entering Unmasked Estep 
Score: -2231447.500000 Penalty: 5065.170898
	Iteration 9F: 3 clusters Score -2231448 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 22447 members 
Entering Unmasked Estep 
Score: -2232680.500000 Penalty: 5065.170898
	Iteration 10F: 3 clusters Score -2232680 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 23750 members 
Entering Unmasked Estep 
Score: -2233778.250000 Penalty: 5065.170898
	Iteration 11Q: 3 clusters Score -2233778 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 24715 members 
Entering Unmasked Estep 
Score: -2234588.000000 Penalty: 5065.170898
	Iteration 12Q: 3 clusters Score -2234588 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 25393 members 
Entering Unmasked Estep 
Score: -2235118.250000 Penalty: 5065.170898
	Iteration 13Q: 3 clusters Score -2235118 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 25852 members 
Entering Unmasked Estep 
Score: -2235464.000000 Penalty: 5065.170898
	Iteration 14Q: 3 clusters Score -2235464 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 26148 members 
Entering Unmasked Estep 
Score: -2235692.750000 Penalty: 5065.170898
	Iteration 15Q: 3 clusters Score -2235693 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 26353 members 
Entering Unmasked Estep 
Score: -2235857.000000 Penalty: 5065.170898
	Iteration 16Q: 3 clusters Score -2235857 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 26476 members 
Entering Unmasked Estep 
Score: -2235945.250000 Penalty: 5065.170898
	Iteration 17Q: 3 clusters Score -2235945 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 26555 members 
Entering Unmasked Estep 
Score: -2236006.750000 Penalty: 5065.170898
	Iteration 18Q: 3 clusters Score -2236007 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 26618 members 
Entering Unmasked Estep 
Score: -2236057.000000 Penalty: 5065.170898
	Iteration 19Q: 3 clusters Score -2236057 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 26652 members 
Entering Unmasked Estep 
Score: -2236087.250000 Penalty: 5065.170898
	Iteration 20F: 3 clusters Score -2236087 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 26685 members 
Entering Unmasked Estep 
Score: -2236115.000000 Penalty: 5065.170898
	Iteration 21Q: 3 clusters Score -2236115 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 26708 members 
Entering Unmasked Estep 
Score: -2236133.250000 Penalty: 5065.170898
	Iteration 22Q: 3 clusters Score -2236133 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 26728 members 
Entering Unmasked Estep 
Score: -2236153.500000 Penalty: 5065.170898
	Iteration 23Q: 3 clusters Score -2236154 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 26743 members 
Entering Unmasked Estep 
Score: -2236172.750000 Penalty: 5065.170898
	Iteration 24Q: 3 clusters Score -2236173 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 26749 members 
Entering Unmasked Estep 
Score: -2236174.750000 Penalty: 5065.170898
	Iteration 25Q: 3 clusters Score -2236175 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 26758 members 
Entering Unmasked Estep 
Score: -2236188.000000 Penalty: 5065.170898
	Iteration 26Q: 3 clusters Score -2236188 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 26765 members 
Entering Unmasked Estep 
Score: -2236198.000000 Penalty: 5065.170898
	Iteration 27Q: 3 clusters Score -2236198 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 26771 members 
Entering Unmasked Estep 
Score: -2236203.500000 Penalty: 5065.170898
	Iteration 28Q: 3 clusters Score -2236204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 26775 members 
Entering Unmasked Estep 
Score: -2236209.000000 Penalty: 5065.170898
	Iteration 29Q: 3 clusters Score -2236209 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 26780 members 
Entering Unmasked Estep 
Score: -2236213.500000 Penalty: 5065.170898
	Iteration 30Q: 3 clusters Score -2236214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 26783 members 
Entering Unmasked Estep 
Score: -2236224.750000 Penalty: 5065.170898
	Iteration 31Q: 3 clusters Score -2236225 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 26789 members 
Entering Unmasked Estep 
Score: -2236231.750000 Penalty: 5065.170898
	Iteration 32Q: 3 clusters Score -2236232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 26794 members 
Entering Unmasked Estep 
Score: -2236236.500000 Penalty: 5065.170898
	Iteration 33Q: 3 clusters Score -2236236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 26797 members 
Entering Unmasked Estep 
Score: -2236240.250000 Penalty: 5065.170898
	Iteration 34Q: 3 clusters Score -2236240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 26799 members 
Entering Unmasked Estep 
Score: -2236248.000000 Penalty: 5065.170898
	Iteration 35Q: 3 clusters Score -2236248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 26801 members 
Entering Unmasked Estep 
Score: -2236249.750000 Penalty: 5065.170898
	Iteration 36Q: 3 clusters Score -2236250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 26803 members 
Entering Unmasked Estep 
Score: -2236251.000000 Penalty: 5065.170898
	Iteration 37Q: 3 clusters Score -2236251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 26805 members 
Entering Unmasked Estep 
Score: -2236255.000000 Penalty: 5065.170898
	Iteration 38Q: 3 clusters Score -2236255 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 26806 members 
Entering Unmasked Estep 
Score: -2236260.750000 Penalty: 5065.170898
	Iteration 39Q: 3 clusters Score -2236261 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 26808 members 
Entering Unmasked Estep 
Score: -2236264.500000 Penalty: 5065.170898
	Iteration 40F: 3 clusters Score -2236264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 26809 members 
Entering Unmasked Estep 
Score: -2236265.250000 Penalty: 5065.170898
	Iteration 41Q: 3 clusters Score -2236265 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 26809 members 
Entering Unmasked Estep 
Score: -2236265.250000 Penalty: 5065.170898
	Iteration 42F: 3 clusters Score -2236265 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (19429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19429 members 
Entering Unmasked Estep 
Score: -1356367.500000 Penalty: 2448.881592
	Iteration 0F: 2 clusters Score -1356368 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -1342772.875000 Penalty: 4897.763184
	Iteration 0F: 3 clusters Score -1342773 nChanged 8500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -1347538.750000 Penalty: 4897.763184
	Iteration 1F: 3 clusters Score -1347539 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -1348110.625000 Penalty: 4897.763184
	Iteration 2F: 3 clusters Score -1348111 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -1348674.125000 Penalty: 4897.763184
	Iteration 3F: 3 clusters Score -1348674 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -1349293.375000 Penalty: 4897.763184
	Iteration 4F: 3 clusters Score -1349293 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -1349995.375000 Penalty: 4897.763184
	Iteration 5F: 3 clusters Score -1349995 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -1350880.125000 Penalty: 4897.763184
	Iteration 6F: 3 clusters Score -1350880 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -1351744.500000 Penalty: 4897.763184
	Iteration 7F: 3 clusters Score -1351744 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -1352470.750000 Penalty: 4897.763184
	Iteration 8F: 3 clusters Score -1352471 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -1353003.625000 Penalty: 4897.763184
	Iteration 9Q: 3 clusters Score -1353004 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -1353413.625000 Penalty: 4897.763184
	Iteration 10Q: 3 clusters Score -1353414 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -1353734.500000 Penalty: 4897.763184
	Iteration 11Q: 3 clusters Score -1353734 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -1353988.000000 Penalty: 4897.763184
	Iteration 12Q: 3 clusters Score -1353988 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -1354198.375000 Penalty: 4897.763184
	Iteration 13Q: 3 clusters Score -1354198 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -1354370.750000 Penalty: 4897.763184
	Iteration 14Q: 3 clusters Score -1354371 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -1354517.875000 Penalty: 4897.763184
	Iteration 15Q: 3 clusters Score -1354518 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -1354647.375000 Penalty: 4897.763184
	Iteration 16Q: 3 clusters Score -1354647 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 15727 members 
Entering Unmasked Estep 
Score: -1354755.750000 Penalty: 4897.763184
	Iteration 17Q: 3 clusters Score -1354756 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 15963 members 
Entering Unmasked Estep 
Score: -1354853.750000 Penalty: 4897.763184
	Iteration 18Q: 3 clusters Score -1354854 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 16173 members 
Entering Unmasked Estep 
Score: -1354948.000000 Penalty: 4897.763184
	Iteration 19Q: 3 clusters Score -1354948 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 16358 members 
Entering Unmasked Estep 
Score: -1355031.375000 Penalty: 4897.763184
	Iteration 20F: 3 clusters Score -1355031 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -1355098.500000 Penalty: 4897.763184
	Iteration 21Q: 3 clusters Score -1355098 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -1355159.250000 Penalty: 4897.763184
	Iteration 22Q: 3 clusters Score -1355159 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 16789 members 
Entering Unmasked Estep 
Score: -1355201.875000 Penalty: 4897.763184
	Iteration 23Q: 3 clusters Score -1355202 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
Score: -1355235.750000 Penalty: 4897.763184
	Iteration 24Q: 3 clusters Score -1355236 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 16954 members 
Entering Unmasked Estep 
Score: -1355263.375000 Penalty: 4897.763184
	Iteration 25Q: 3 clusters Score -1355263 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 17008 members 
Entering Unmasked Estep 
Score: -1355280.750000 Penalty: 4897.763184
	Iteration 26Q: 3 clusters Score -1355281 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 17043 members 
Entering Unmasked Estep 
Score: -1355289.250000 Penalty: 4897.763184
	Iteration 27Q: 3 clusters Score -1355289 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
Score: -1355303.375000 Penalty: 4897.763184
	Iteration 28Q: 3 clusters Score -1355303 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 17118 members 
Entering Unmasked Estep 
Score: -1355316.125000 Penalty: 4897.763184
	Iteration 29Q: 3 clusters Score -1355316 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 17142 members 
Entering Unmasked Estep 
Score: -1355319.750000 Penalty: 4897.763184
	Iteration 30Q: 3 clusters Score -1355320 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 17161 members 
Entering Unmasked Estep 
Score: -1355320.875000 Penalty: 4897.763184
	Iteration 31Q: 3 clusters Score -1355321 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 17186 members 
Entering Unmasked Estep 
Score: -1355327.625000 Penalty: 4897.763184
	Iteration 32Q: 3 clusters Score -1355328 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 17212 members 
Entering Unmasked Estep 
Score: -1355337.750000 Penalty: 4897.763184
	Iteration 33Q: 3 clusters Score -1355338 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -1355339.500000 Penalty: 4897.763184
	Iteration 34Q: 3 clusters Score -1355340 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 17244 members 
Entering Unmasked Estep 
Score: -1355346.375000 Penalty: 4897.763184
	Iteration 35Q: 3 clusters Score -1355346 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 17265 members 
Entering Unmasked Estep 
Score: -1355349.375000 Penalty: 4897.763184
	Iteration 36Q: 3 clusters Score -1355349 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 17289 members 
Entering Unmasked Estep 
Score: -1355358.000000 Penalty: 4897.763184
	Iteration 37Q: 3 clusters Score -1355358 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 17305 members 
Entering Unmasked Estep 
Score: -1355366.250000 Penalty: 4897.763184
	Iteration 38Q: 3 clusters Score -1355366 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -1355362.625000 Penalty: 4897.763184
	Iteration 39Q: 3 clusters Score -1355363 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 17329 members 
Entering Unmasked Estep 
Score: -1355372.250000 Penalty: 4897.763184
	Iteration 40F: 3 clusters Score -1355372 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
Score: -1355373.000000 Penalty: 4897.763184
	Iteration 41Q: 3 clusters Score -1355373 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 17351 members 
Entering Unmasked Estep 
Score: -1355376.375000 Penalty: 4897.763184
	Iteration 42Q: 3 clusters Score -1355376 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 17359 members 
Entering Unmasked Estep 
Score: -1355381.000000 Penalty: 4897.763184
	Iteration 43Q: 3 clusters Score -1355381 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -1355382.875000 Penalty: 4897.763184
	Iteration 44Q: 3 clusters Score -1355383 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 17376 members 
Entering Unmasked Estep 
Score: -1355382.500000 Penalty: 4897.763184
	Iteration 45Q: 3 clusters Score -1355382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 17382 members 
Entering Unmasked Estep 
Score: -1355384.250000 Penalty: 4897.763184
	Iteration 46Q: 3 clusters Score -1355384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 17386 members 
Entering Unmasked Estep 
Score: -1355387.125000 Penalty: 4897.763184
	Iteration 47Q: 3 clusters Score -1355387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 17387 members 
Entering Unmasked Estep 
Score: -1355386.875000 Penalty: 4897.763184
	Iteration 48Q: 3 clusters Score -1355387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -1355387.000000 Penalty: 4897.763184
	Iteration 49Q: 3 clusters Score -1355387 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 17392 members 
Entering Unmasked Estep 
Score: -1355389.875000 Penalty: 4897.763184
	Iteration 50Q: 3 clusters Score -1355390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 17392 members 
Entering Unmasked Estep 
Score: -1355390.375000 Penalty: 4897.763184
	Iteration 51Q: 3 clusters Score -1355390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 17391 members 
Entering Unmasked Estep 
Score: -1355388.750000 Penalty: 4897.763184
	Iteration 52Q: 3 clusters Score -1355389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 17392 members 
Entering Unmasked Estep 
Score: -1355387.250000 Penalty: 4897.763184
	Iteration 53Q: 3 clusters Score -1355387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 17393 members 
Entering Unmasked Estep 
Score: -1355388.000000 Penalty: 4897.763184
	Iteration 54Q: 3 clusters Score -1355388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 17393 members 
Entering Unmasked Estep 
Score: -1355385.875000 Penalty: 4897.763184
	Iteration 55Q: 3 clusters Score -1355386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 17394 members 
Entering Unmasked Estep 
Score: -1355387.500000 Penalty: 4897.763184
	Iteration 56Q: 3 clusters Score -1355388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 17400 members 
Entering Unmasked Estep 
Score: -1355389.000000 Penalty: 4897.763184
	Iteration 57Q: 3 clusters Score -1355389 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 17410 members 
Entering Unmasked Estep 
Score: -1355389.750000 Penalty: 4897.763184
	Iteration 58Q: 3 clusters Score -1355390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 17416 members 
Entering Unmasked Estep 
Score: -1355389.750000 Penalty: 4897.763184
	Iteration 59Q: 3 clusters Score -1355390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 17421 members 
Entering Unmasked Estep 
Score: -1355393.375000 Penalty: 4897.763184
	Iteration 60F: 3 clusters Score -1355393 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 17427 members 
Entering Unmasked Estep 
Score: -1355396.000000 Penalty: 4897.763184
	Iteration 61Q: 3 clusters Score -1355396 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 17434 members 
Entering Unmasked Estep 
Score: -1355398.000000 Penalty: 4897.763184
	Iteration 62Q: 3 clusters Score -1355398 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 17442 members 
Entering Unmasked Estep 
Score: -1355398.125000 Penalty: 4897.763184
	Iteration 63Q: 3 clusters Score -1355398 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 17447 members 
Entering Unmasked Estep 
Score: -1355402.125000 Penalty: 4897.763184
	Iteration 64Q: 3 clusters Score -1355402 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 17460 members 
Entering Unmasked Estep 
Score: -1355403.125000 Penalty: 4897.763184
	Iteration 65Q: 3 clusters Score -1355403 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 17465 members 
Entering Unmasked Estep 
Score: -1355405.500000 Penalty: 4897.763184
	Iteration 66Q: 3 clusters Score -1355406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 17466 members 
Entering Unmasked Estep 
Score: -1355405.250000 Penalty: 4897.763184
	Iteration 67Q: 3 clusters Score -1355405 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 17471 members 
Entering Unmasked Estep 
Score: -1355408.750000 Penalty: 4897.763184
	Iteration 68Q: 3 clusters Score -1355409 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
Score: -1355411.125000 Penalty: 4897.763184
	Iteration 69Q: 3 clusters Score -1355411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 17478 members 
Entering Unmasked Estep 
Score: -1355409.625000 Penalty: 4897.763184
	Iteration 70Q: 3 clusters Score -1355410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 17482 members 
Entering Unmasked Estep 
Score: -1355410.125000 Penalty: 4897.763184
	Iteration 71Q: 3 clusters Score -1355410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 17485 members 
Entering Unmasked Estep 
Score: -1355411.875000 Penalty: 4897.763184
	Iteration 72Q: 3 clusters Score -1355412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 17485 members 
Entering Unmasked Estep 
Score: -1355412.375000 Penalty: 4897.763184
	Iteration 73Q: 3 clusters Score -1355412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 17487 members 
Entering Unmasked Estep 
Score: -1355412.750000 Penalty: 4897.763184
	Iteration 74Q: 3 clusters Score -1355413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 17489 members 
Entering Unmasked Estep 
Score: -1355411.750000 Penalty: 4897.763184
	Iteration 75Q: 3 clusters Score -1355412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 17489 members 
Entering Unmasked Estep 
Score: -1355414.750000 Penalty: 4897.763184
	Iteration 76Q: 3 clusters Score -1355415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 17491 members 
Entering Unmasked Estep 
Score: -1355416.000000 Penalty: 4897.763184
	Iteration 77Q: 3 clusters Score -1355416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 17494 members 
Entering Unmasked Estep 
Score: -1355417.000000 Penalty: 4897.763184
	Iteration 78Q: 3 clusters Score -1355417 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 17496 members 
Entering Unmasked Estep 
Score: -1355416.500000 Penalty: 4897.763184
	Iteration 79Q: 3 clusters Score -1355416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 17497 members 
Entering Unmasked Estep 
Score: -1355416.125000 Penalty: 4897.763184
	Iteration 80F: 3 clusters Score -1355416 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Entering Unmasked Estep 
Score: -488814.593750 Penalty: 2167.166504
	Iteration 0F: 2 clusters Score -488814.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -483470.812500 Penalty: 4334.333008
	Iteration 0F: 3 clusters Score -483470.8 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -484823.375000 Penalty: 4334.333008
	Iteration 1F: 3 clusters Score -484823.4 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -485070.062500 Penalty: 4334.333008
	Iteration 2F: 3 clusters Score -485070.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -485233.406250 Penalty: 4334.333008
	Iteration 3F: 3 clusters Score -485233.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -485355.218750 Penalty: 4334.333008
	Iteration 4Q: 3 clusters Score -485355.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -485452.656250 Penalty: 4334.333008
	Iteration 5Q: 3 clusters Score -485452.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -485540.593750 Penalty: 4334.333008
	Iteration 6Q: 3 clusters Score -485540.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -485619.812500 Penalty: 4334.333008
	Iteration 7Q: 3 clusters Score -485619.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -485702.656250 Penalty: 4334.333008
	Iteration 8Q: 3 clusters Score -485702.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -485780.500000 Penalty: 4334.333008
	Iteration 9Q: 3 clusters Score -485780.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -485849.593750 Penalty: 4334.333008
	Iteration 10Q: 3 clusters Score -485849.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -485927.062500 Penalty: 4334.333008
	Iteration 11Q: 3 clusters Score -485927.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -486005.750000 Penalty: 4334.333008
	Iteration 12Q: 3 clusters Score -486005.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -486116.906250 Penalty: 4334.333008
	Iteration 13Q: 3 clusters Score -486116.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -486250.625000 Penalty: 4334.333008
	Iteration 14Q: 3 clusters Score -486250.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -486363.718750 Penalty: 4334.333008
	Iteration 15Q: 3 clusters Score -486363.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -486468.968750 Penalty: 4334.333008
	Iteration 16Q: 3 clusters Score -486469 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -486567.093750 Penalty: 4334.333008
	Iteration 17Q: 3 clusters Score -486567.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -486654.656250 Penalty: 4334.333008
	Iteration 18Q: 3 clusters Score -486654.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -486740.218750 Penalty: 4334.333008
	Iteration 19Q: 3 clusters Score -486740.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -486806.062500 Penalty: 4334.333008
	Iteration 20F: 3 clusters Score -486806.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -486859.625000 Penalty: 4334.333008
	Iteration 21Q: 3 clusters Score -486859.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -486910.843750 Penalty: 4334.333008
	Iteration 22Q: 3 clusters Score -486910.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -486966.843750 Penalty: 4334.333008
	Iteration 23Q: 3 clusters Score -486966.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -487012.093750 Penalty: 4334.333008
	Iteration 24Q: 3 clusters Score -487012.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -487064.218750 Penalty: 4334.333008
	Iteration 25Q: 3 clusters Score -487064.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -487112.031250 Penalty: 4334.333008
	Iteration 26Q: 3 clusters Score -487112 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -487159.968750 Penalty: 4334.333008
	Iteration 27Q: 3 clusters Score -487160 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -487197.718750 Penalty: 4334.333008
	Iteration 28Q: 3 clusters Score -487197.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -487234.625000 Penalty: 4334.333008
	Iteration 29Q: 3 clusters Score -487234.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -487275.250000 Penalty: 4334.333008
	Iteration 30Q: 3 clusters Score -487275.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -487308.968750 Penalty: 4334.333008
	Iteration 31Q: 3 clusters Score -487309 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -487333.375000 Penalty: 4334.333008
	Iteration 32Q: 3 clusters Score -487333.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -487350.562500 Penalty: 4334.333008
	Iteration 33Q: 3 clusters Score -487350.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -487357.718750 Penalty: 4334.333008
	Iteration 34Q: 3 clusters Score -487357.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -487366.281250 Penalty: 4334.333008
	Iteration 35Q: 3 clusters Score -487366.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -487372.031250 Penalty: 4334.333008
	Iteration 36Q: 3 clusters Score -487372 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -487375.593750 Penalty: 4334.333008
	Iteration 37Q: 3 clusters Score -487375.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -487377.812500 Penalty: 4334.333008
	Iteration 38Q: 3 clusters Score -487377.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -487380.875000 Penalty: 4334.333008
	Iteration 39Q: 3 clusters Score -487380.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -487385.187500 Penalty: 4334.333008
	Iteration 40F: 3 clusters Score -487385.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -487394.250000 Penalty: 4334.333008
	Iteration 41Q: 3 clusters Score -487394.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -487402.250000 Penalty: 4334.333008
	Iteration 42Q: 3 clusters Score -487402.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -487408.406250 Penalty: 4334.333008
	Iteration 43Q: 3 clusters Score -487408.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -487415.937500 Penalty: 4334.333008
	Iteration 44Q: 3 clusters Score -487415.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -487422.093750 Penalty: 4334.333008
	Iteration 45Q: 3 clusters Score -487422.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -487427.437500 Penalty: 4334.333008
	Iteration 46Q: 3 clusters Score -487427.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -487437.125000 Penalty: 4334.333008
	Iteration 47Q: 3 clusters Score -487437.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -487447.718750 Penalty: 4334.333008
	Iteration 48Q: 3 clusters Score -487447.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -487456.593750 Penalty: 4334.333008
	Iteration 49Q: 3 clusters Score -487456.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -487467.968750 Penalty: 4334.333008
	Iteration 50Q: 3 clusters Score -487468 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -487480.156250 Penalty: 4334.333008
	Iteration 51Q: 3 clusters Score -487480.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -487486.656250 Penalty: 4334.333008
	Iteration 52Q: 3 clusters Score -487486.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -487492.343750 Penalty: 4334.333008
	Iteration 53Q: 3 clusters Score -487492.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -487497.000000 Penalty: 4334.333008
	Iteration 54Q: 3 clusters Score -487497 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -487505.156250 Penalty: 4334.333008
	Iteration 55Q: 3 clusters Score -487505.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -487512.031250 Penalty: 4334.333008
	Iteration 56Q: 3 clusters Score -487512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -487516.156250 Penalty: 4334.333008
	Iteration 57Q: 3 clusters Score -487516.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -487517.406250 Penalty: 4334.333008
	Iteration 58Q: 3 clusters Score -487517.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -487519.718750 Penalty: 4334.333008
	Iteration 59Q: 3 clusters Score -487519.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -487522.281250 Penalty: 4334.333008
	Iteration 60F: 3 clusters Score -487522.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -487523.781250 Penalty: 4334.333008
	Iteration 61Q: 3 clusters Score -487523.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -487524.156250 Penalty: 4334.333008
	Iteration 62Q: 3 clusters Score -487524.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -487524.750000 Penalty: 4334.333008
	Iteration 63Q: 3 clusters Score -487524.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -487525.062500 Penalty: 4334.333008
	Iteration 64Q: 3 clusters Score -487525.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -487526.343750 Penalty: 4334.333008
	Iteration 65Q: 3 clusters Score -487526.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -487526.781250 Penalty: 4334.333008
	Iteration 66Q: 3 clusters Score -487526.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -487527.125000 Penalty: 4334.333008
	Iteration 67Q: 3 clusters Score -487527.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -487527.062500 Penalty: 4334.333008
	Iteration 68Q: 3 clusters Score -487527.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -487527.906250 Penalty: 4334.333008
	Iteration 69Q: 3 clusters Score -487527.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -487527.906250 Penalty: 4334.333008
	Iteration 70F: 3 clusters Score -487527.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (77577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77577 members 
Entering Unmasked Estep 
Score: -6094906.000000 Penalty: 2792.238525
	Iteration 0F: 2 clusters Score -6094906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39028 members 
Mstep: Class 2 contains 38549 members 
Entering Unmasked Estep 
Score: -6043196.000000 Penalty: 5584.477051
	Iteration 0F: 3 clusters Score -6043196 nChanged 36124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41780 members 
Mstep: Class 2 contains 35797 members 
Entering Unmasked Estep 
Score: -6063366.500000 Penalty: 5584.477051
	Iteration 1F: 3 clusters Score -6063366 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43591 members 
Mstep: Class 2 contains 33986 members 
Entering Unmasked Estep 
Score: -6064219.000000 Penalty: 5584.477051
	Iteration 2Q: 3 clusters Score -6064219 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46286 members 
Mstep: Class 2 contains 31291 members 
Entering Unmasked Estep 
Score: -6065588.000000 Penalty: 5584.477051
	Iteration 3Q: 3 clusters Score -6065588 nChanged 4442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50270 members 
Mstep: Class 2 contains 27307 members 
Entering Unmasked Estep 
Score: -6067996.500000 Penalty: 5584.477051
	Iteration 4F: 3 clusters Score -6067996 nChanged 5851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55807 members 
Mstep: Class 2 contains 21770 members 
Entering Unmasked Estep 
Score: -6072252.500000 Penalty: 5584.477051
	Iteration 5F: 3 clusters Score -6072252 nChanged 6736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62347 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -6078079.500000 Penalty: 5584.477051
	Iteration 6F: 3 clusters Score -6078080 nChanged 6130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68411 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -6083783.000000 Penalty: 5584.477051
	Iteration 7F: 3 clusters Score -6083783 nChanged 4314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72699 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -6087881.000000 Penalty: 5584.477051
	Iteration 8F: 3 clusters Score -6087881 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75186 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -6090309.500000 Penalty: 5584.477051
	Iteration 9Q: 3 clusters Score -6090310 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76397 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -6091503.500000 Penalty: 5584.477051
	Iteration 10Q: 3 clusters Score -6091504 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76909 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -6092039.500000 Penalty: 5584.477051
	Iteration 11Q: 3 clusters Score -6092040 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77109 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -6092270.000000 Penalty: 5584.477051
	Iteration 12Q: 3 clusters Score -6092270 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77191 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -6092384.000000 Penalty: 5584.477051
	Iteration 13Q: 3 clusters Score -6092384 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77225 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -6092441.500000 Penalty: 5584.477051
	Iteration 14Q: 3 clusters Score -6092442 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77248 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -6092477.000000 Penalty: 5584.477051
	Iteration 15Q: 3 clusters Score -6092477 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77258 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -6092490.000000 Penalty: 5584.477051
	Iteration 16Q: 3 clusters Score -6092490 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77266 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -6092507.500000 Penalty: 5584.477051
	Iteration 17Q: 3 clusters Score -6092508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77275 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -6092512.500000 Penalty: 5584.477051
	Iteration 18Q: 3 clusters Score -6092512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77280 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -6092525.500000 Penalty: 5584.477051
	Iteration 19Q: 3 clusters Score -6092526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77283 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -6092525.500000 Penalty: 5584.477051
	Iteration 20F: 3 clusters Score -6092526 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (73650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73650 members 
Entering Unmasked Estep 
Score: -5947931.000000 Penalty: 2779.355713
	Iteration 0F: 2 clusters Score -5947931 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36785 members 
Mstep: Class 2 contains 36865 members 
Entering Unmasked Estep 
Score: -5898614.000000 Penalty: 5558.711426
	Iteration 0F: 3 clusters Score -5898614 nChanged 34580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35357 members 
Mstep: Class 2 contains 38293 members 
Entering Unmasked Estep 
Score: -5918548.500000 Penalty: 5558.711426
	Iteration 1F: 3 clusters Score -5918548 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33978 members 
Mstep: Class 2 contains 39672 members 
Entering Unmasked Estep 
Score: -5920085.500000 Penalty: 5558.711426
	Iteration 2Q: 3 clusters Score -5920086 nChanged 4272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31860 members 
Mstep: Class 2 contains 41790 members 
Entering Unmasked Estep 
Score: -5922588.500000 Penalty: 5558.711426
	Iteration 3F: 3 clusters Score -5922588 nChanged 5335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28827 members 
Mstep: Class 2 contains 44823 members 
Entering Unmasked Estep 
Score: -5926367.500000 Penalty: 5558.711426
	Iteration 4F: 3 clusters Score -5926368 nChanged 5971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25188 members 
Mstep: Class 2 contains 48462 members 
Entering Unmasked Estep 
Score: -5930927.500000 Penalty: 5558.711426
	Iteration 5F: 3 clusters Score -5930928 nChanged 5831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21447 members 
Mstep: Class 2 contains 52203 members 
Entering Unmasked Estep 
Score: -5935226.500000 Penalty: 5558.711426
	Iteration 6F: 3 clusters Score -5935226 nChanged 4596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18189 members 
Mstep: Class 2 contains 55461 members 
Entering Unmasked Estep 
Score: -5938202.000000 Penalty: 5558.711426
	Iteration 7F: 3 clusters Score -5938202 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15620 members 
Mstep: Class 2 contains 58030 members 
Entering Unmasked Estep 
Score: -5940098.500000 Penalty: 5558.711426
	Iteration 8Q: 3 clusters Score -5940098 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 60272 members 
Entering Unmasked Estep 
Score: -5941365.000000 Penalty: 5558.711426
	Iteration 9Q: 3 clusters Score -5941365 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 62107 members 
Entering Unmasked Estep 
Score: -5942341.000000 Penalty: 5558.711426
	Iteration 10Q: 3 clusters Score -5942341 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 63758 members 
Entering Unmasked Estep 
Score: -5943188.500000 Penalty: 5558.711426
	Iteration 11Q: 3 clusters Score -5943188 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 65121 members 
Entering Unmasked Estep 
Score: -5943802.500000 Penalty: 5558.711426
	Iteration 12Q: 3 clusters Score -5943802 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 66225 members 
Entering Unmasked Estep 
Score: -5944218.500000 Penalty: 5558.711426
	Iteration 13Q: 3 clusters Score -5944218 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 67156 members 
Entering Unmasked Estep 
Score: -5944558.000000 Penalty: 5558.711426
	Iteration 14Q: 3 clusters Score -5944558 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 67954 members 
Entering Unmasked Estep 
Score: -5944850.500000 Penalty: 5558.711426
	Iteration 15Q: 3 clusters Score -5944850 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 68610 members 
Entering Unmasked Estep 
Score: -5945045.500000 Penalty: 5558.711426
	Iteration 16Q: 3 clusters Score -5945046 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 69129 members 
Entering Unmasked Estep 
Score: -5945224.000000 Penalty: 5558.711426
	Iteration 17Q: 3 clusters Score -5945224 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 69597 members 
Entering Unmasked Estep 
Score: -5945405.000000 Penalty: 5558.711426
	Iteration 18Q: 3 clusters Score -5945405 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 70009 members 
Entering Unmasked Estep 
Score: -5945547.000000 Penalty: 5558.711426
	Iteration 19Q: 3 clusters Score -5945547 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 70383 members 
Entering Unmasked Estep 
Score: -5945662.500000 Penalty: 5558.711426
	Iteration 20F: 3 clusters Score -5945662 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 70684 members 
Entering Unmasked Estep 
Score: -5945744.000000 Penalty: 5558.711426
	Iteration 21Q: 3 clusters Score -5945744 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 70942 members 
Entering Unmasked Estep 
Score: -5945830.000000 Penalty: 5558.711426
	Iteration 22Q: 3 clusters Score -5945830 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 71150 members 
Entering Unmasked Estep 
Score: -5945891.500000 Penalty: 5558.711426
	Iteration 23Q: 3 clusters Score -5945892 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 71320 members 
Entering Unmasked Estep 
Score: -5945933.500000 Penalty: 5558.711426
	Iteration 24Q: 3 clusters Score -5945934 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 71442 members 
Entering Unmasked Estep 
Score: -5945946.500000 Penalty: 5558.711426
	Iteration 25Q: 3 clusters Score -5945946 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 71544 members 
Entering Unmasked Estep 
Score: -5945996.500000 Penalty: 5558.711426
	Iteration 26Q: 3 clusters Score -5945996 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 71637 members 
Entering Unmasked Estep 
Score: -5946022.000000 Penalty: 5558.711426
	Iteration 27Q: 3 clusters Score -5946022 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 71719 members 
Entering Unmasked Estep 
Score: -5946052.000000 Penalty: 5558.711426
	Iteration 28Q: 3 clusters Score -5946052 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 71772 members 
Entering Unmasked Estep 
Score: -5946083.000000 Penalty: 5558.711426
	Iteration 29Q: 3 clusters Score -5946083 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 71822 members 
Entering Unmasked Estep 
Score: -5946088.000000 Penalty: 5558.711426
	Iteration 30Q: 3 clusters Score -5946088 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 71861 members 
Entering Unmasked Estep 
Score: -5946094.000000 Penalty: 5558.711426
	Iteration 31Q: 3 clusters Score -5946094 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 71886 members 
Entering Unmasked Estep 
Score: -5946097.000000 Penalty: 5558.711426
	Iteration 32Q: 3 clusters Score -5946097 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 71908 members 
Entering Unmasked Estep 
Score: -5946102.000000 Penalty: 5558.711426
	Iteration 33Q: 3 clusters Score -5946102 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 71925 members 
Entering Unmasked Estep 
Score: -5946102.000000 Penalty: 5558.711426
	Iteration 34Q: 3 clusters Score -5946102 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 71947 members 
Entering Unmasked Estep 
Score: -5946115.500000 Penalty: 5558.711426
	Iteration 35Q: 3 clusters Score -5946116 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 71966 members 
Entering Unmasked Estep 
Score: -5946111.500000 Penalty: 5558.711426
	Iteration 36Q: 3 clusters Score -5946112 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 71981 members 
Entering Unmasked Estep 
Score: -5946113.000000 Penalty: 5558.711426
	Iteration 37Q: 3 clusters Score -5946113 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 71993 members 
Entering Unmasked Estep 
Score: -5946116.000000 Penalty: 5558.711426
	Iteration 38Q: 3 clusters Score -5946116 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 72003 members 
Entering Unmasked Estep 
Score: -5946120.000000 Penalty: 5558.711426
	Iteration 39Q: 3 clusters Score -5946120 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 72013 members 
Entering Unmasked Estep 
Score: -5946120.000000 Penalty: 5558.711426
	Iteration 40F: 3 clusters Score -5946120 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 72019 members 
Entering Unmasked Estep 
Score: -5946122.000000 Penalty: 5558.711426
	Iteration 41Q: 3 clusters Score -5946122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 72026 members 
Entering Unmasked Estep 
Score: -5946125.000000 Penalty: 5558.711426
	Iteration 42Q: 3 clusters Score -5946125 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 72035 members 
Entering Unmasked Estep 
Score: -5946121.000000 Penalty: 5558.711426
	Iteration 43Q: 3 clusters Score -5946121 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 72040 members 
Entering Unmasked Estep 
Score: -5946135.500000 Penalty: 5558.711426
	Iteration 44Q: 3 clusters Score -5946136 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 72047 members 
Entering Unmasked Estep 
Score: -5946139.000000 Penalty: 5558.711426
	Iteration 45Q: 3 clusters Score -5946139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 72050 members 
Entering Unmasked Estep 
Score: -5946143.500000 Penalty: 5558.711426
	Iteration 46Q: 3 clusters Score -5946144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 72056 members 
Entering Unmasked Estep 
Score: -5946138.000000 Penalty: 5558.711426
	Iteration 47Q: 3 clusters Score -5946138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 72060 members 
Entering Unmasked Estep 
Score: -5946139.000000 Penalty: 5558.711426
	Iteration 48Q: 3 clusters Score -5946139 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 72066 members 
Entering Unmasked Estep 
Score: -5946147.000000 Penalty: 5558.711426
	Iteration 49Q: 3 clusters Score -5946147 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 72073 members 
Entering Unmasked Estep 
Score: -5946148.500000 Penalty: 5558.711426
	Iteration 50Q: 3 clusters Score -5946148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 72073 members 
Entering Unmasked Estep 
Score: -5946142.500000 Penalty: 5558.711426
	Iteration 51Q: 3 clusters Score -5946142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 72074 members 
Entering Unmasked Estep 
Score: -5946142.000000 Penalty: 5558.711426
	Iteration 52Q: 3 clusters Score -5946142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 72074 members 
Entering Unmasked Estep 
Score: -5946142.000000 Penalty: 5558.711426
	Iteration 53F: 3 clusters Score -5946142 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Entering Unmasked Estep 
Score: -384960.687500 Penalty: 2106.493164
	Iteration 0F: 2 clusters Score -384960.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -380536.156250 Penalty: 4212.986328
	Iteration 0F: 3 clusters Score -380536.2 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -381599.406250 Penalty: 4212.986328
	Iteration 1F: 3 clusters Score -381599.4 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -381890.156250 Penalty: 4212.986328
	Iteration 2F: 3 clusters Score -381890.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -382092.687500 Penalty: 4212.986328
	Iteration 3F: 3 clusters Score -382092.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -382241.031250 Penalty: 4212.986328
	Iteration 4F: 3 clusters Score -382241 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -382379.375000 Penalty: 4212.986328
	Iteration 5Q: 3 clusters Score -382379.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -382516.406250 Penalty: 4212.986328
	Iteration 6Q: 3 clusters Score -382516.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -382654.000000 Penalty: 4212.986328
	Iteration 7Q: 3 clusters Score -382654 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -382775.531250 Penalty: 4212.986328
	Iteration 8Q: 3 clusters Score -382775.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -382896.781250 Penalty: 4212.986328
	Iteration 9Q: 3 clusters Score -382896.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -383016.562500 Penalty: 4212.986328
	Iteration 10Q: 3 clusters Score -383016.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -383105.437500 Penalty: 4212.986328
	Iteration 11Q: 3 clusters Score -383105.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -383176.468750 Penalty: 4212.986328
	Iteration 12Q: 3 clusters Score -383176.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -383229.656250 Penalty: 4212.986328
	Iteration 13Q: 3 clusters Score -383229.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -383273.875000 Penalty: 4212.986328
	Iteration 14Q: 3 clusters Score -383273.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -383306.687500 Penalty: 4212.986328
	Iteration 15Q: 3 clusters Score -383306.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -383344.437500 Penalty: 4212.986328
	Iteration 16Q: 3 clusters Score -383344.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -383375.312500 Penalty: 4212.986328
	Iteration 17Q: 3 clusters Score -383375.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -383393.906250 Penalty: 4212.986328
	Iteration 18Q: 3 clusters Score -383393.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -383409.375000 Penalty: 4212.986328
	Iteration 19Q: 3 clusters Score -383409.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -383417.031250 Penalty: 4212.986328
	Iteration 20F: 3 clusters Score -383417 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -383423.625000 Penalty: 4212.986328
	Iteration 21Q: 3 clusters Score -383423.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -383426.437500 Penalty: 4212.986328
	Iteration 22Q: 3 clusters Score -383426.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -383431.218750 Penalty: 4212.986328
	Iteration 23Q: 3 clusters Score -383431.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -383444.125000 Penalty: 4212.986328
	Iteration 24Q: 3 clusters Score -383444.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -383455.156250 Penalty: 4212.986328
	Iteration 25Q: 3 clusters Score -383455.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -383462.343750 Penalty: 4212.986328
	Iteration 26Q: 3 clusters Score -383462.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -383466.875000 Penalty: 4212.986328
	Iteration 27Q: 3 clusters Score -383466.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -383468.406250 Penalty: 4212.986328
	Iteration 28Q: 3 clusters Score -383468.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -383469.312500 Penalty: 4212.986328
	Iteration 29Q: 3 clusters Score -383469.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -383468.843750 Penalty: 4212.986328
	Iteration 30Q: 3 clusters Score -383468.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -383470.000000 Penalty: 4212.986328
	Iteration 31Q: 3 clusters Score -383470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -383470.468750 Penalty: 4212.986328
	Iteration 32Q: 3 clusters Score -383470.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -383471.000000 Penalty: 4212.986328
	Iteration 33Q: 3 clusters Score -383471 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -383471.000000 Penalty: 4212.986328
	Iteration 34F: 3 clusters Score -383471 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Entering Unmasked Estep 
Score: -678227.125000 Penalty: 2253.950928
	Iteration 0F: 2 clusters Score -678227.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -671319.875000 Penalty: 4507.901855
	Iteration 0F: 3 clusters Score -671319.9 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -673234.812500 Penalty: 4507.901855
	Iteration 1F: 3 clusters Score -673234.8 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -673600.125000 Penalty: 4507.901855
	Iteration 2F: 3 clusters Score -673600.1 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -673957.625000 Penalty: 4507.901855
	Iteration 3F: 3 clusters Score -673957.6 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -674277.937500 Penalty: 4507.901855
	Iteration 4F: 3 clusters Score -674277.9 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -674625.062500 Penalty: 4507.901855
	Iteration 5F: 3 clusters Score -674625.1 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -675000.500000 Penalty: 4507.901855
	Iteration 6F: 3 clusters Score -675000.5 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -675356.187500 Penalty: 4507.901855
	Iteration 7F: 3 clusters Score -675356.2 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -675652.375000 Penalty: 4507.901855
	Iteration 8F: 3 clusters Score -675652.4 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -675874.500000 Penalty: 4507.901855
	Iteration 9Q: 3 clusters Score -675874.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -676014.375000 Penalty: 4507.901855
	Iteration 10Q: 3 clusters Score -676014.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -676108.000000 Penalty: 4507.901855
	Iteration 11Q: 3 clusters Score -676108 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -676174.937500 Penalty: 4507.901855
	Iteration 12Q: 3 clusters Score -676174.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -676229.750000 Penalty: 4507.901855
	Iteration 13Q: 3 clusters Score -676229.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -676294.250000 Penalty: 4507.901855
	Iteration 14Q: 3 clusters Score -676294.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -676361.687500 Penalty: 4507.901855
	Iteration 15Q: 3 clusters Score -676361.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -676429.375000 Penalty: 4507.901855
	Iteration 16Q: 3 clusters Score -676429.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -676489.375000 Penalty: 4507.901855
	Iteration 17Q: 3 clusters Score -676489.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -676530.937500 Penalty: 4507.901855
	Iteration 18Q: 3 clusters Score -676530.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -676578.750000 Penalty: 4507.901855
	Iteration 19Q: 3 clusters Score -676578.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -676625.187500 Penalty: 4507.901855
	Iteration 20F: 3 clusters Score -676625.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -676669.187500 Penalty: 4507.901855
	Iteration 21Q: 3 clusters Score -676669.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -676713.312500 Penalty: 4507.901855
	Iteration 22Q: 3 clusters Score -676713.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -676757.875000 Penalty: 4507.901855
	Iteration 23Q: 3 clusters Score -676757.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -676805.500000 Penalty: 4507.901855
	Iteration 24Q: 3 clusters Score -676805.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -676858.937500 Penalty: 4507.901855
	Iteration 25Q: 3 clusters Score -676858.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -676915.875000 Penalty: 4507.901855
	Iteration 26Q: 3 clusters Score -676915.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -676985.125000 Penalty: 4507.901855
	Iteration 27Q: 3 clusters Score -676985.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -677084.562500 Penalty: 4507.901855
	Iteration 28Q: 3 clusters Score -677084.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -677176.437500 Penalty: 4507.901855
	Iteration 29Q: 3 clusters Score -677176.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -677252.250000 Penalty: 4507.901855
	Iteration 30Q: 3 clusters Score -677252.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -677312.500000 Penalty: 4507.901855
	Iteration 31Q: 3 clusters Score -677312.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -677346.500000 Penalty: 4507.901855
	Iteration 32Q: 3 clusters Score -677346.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -677367.687500 Penalty: 4507.901855
	Iteration 33Q: 3 clusters Score -677367.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -677381.312500 Penalty: 4507.901855
	Iteration 34Q: 3 clusters Score -677381.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -677389.937500 Penalty: 4507.901855
	Iteration 35Q: 3 clusters Score -677389.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -677399.500000 Penalty: 4507.901855
	Iteration 36Q: 3 clusters Score -677399.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -677408.125000 Penalty: 4507.901855
	Iteration 37Q: 3 clusters Score -677408.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -677415.000000 Penalty: 4507.901855
	Iteration 38Q: 3 clusters Score -677415 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -677421.250000 Penalty: 4507.901855
	Iteration 39Q: 3 clusters Score -677421.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -677423.562500 Penalty: 4507.901855
	Iteration 40F: 3 clusters Score -677423.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -677423.187500 Penalty: 4507.901855
	Iteration 41Q: 3 clusters Score -677423.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -677422.937500 Penalty: 4507.901855
	Iteration 42Q: 3 clusters Score -677422.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -677422.562500 Penalty: 4507.901855
	Iteration 43Q: 3 clusters Score -677422.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -677423.375000 Penalty: 4507.901855
	Iteration 44Q: 3 clusters Score -677423.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -677424.812500 Penalty: 4507.901855
	Iteration 45Q: 3 clusters Score -677424.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -677428.062500 Penalty: 4507.901855
	Iteration 46Q: 3 clusters Score -677428.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -677428.937500 Penalty: 4507.901855
	Iteration 47Q: 3 clusters Score -677428.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -677429.125000 Penalty: 4507.901855
	Iteration 48Q: 3 clusters Score -677429.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -677430.812500 Penalty: 4507.901855
	Iteration 49Q: 3 clusters Score -677430.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -677431.625000 Penalty: 4507.901855
	Iteration 50Q: 3 clusters Score -677431.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -677432.000000 Penalty: 4507.901855
	Iteration 51Q: 3 clusters Score -677432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -677432.375000 Penalty: 4507.901855
	Iteration 52Q: 3 clusters Score -677432.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -677433.812500 Penalty: 4507.901855
	Iteration 53Q: 3 clusters Score -677433.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -677434.187500 Penalty: 4507.901855
	Iteration 54Q: 3 clusters Score -677434.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -677433.687500 Penalty: 4507.901855
	Iteration 55Q: 3 clusters Score -677433.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -677433.875000 Penalty: 4507.901855
	Iteration 56Q: 3 clusters Score -677433.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -677433.875000 Penalty: 4507.901855
	Iteration 57F: 3 clusters Score -677433.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14212 members 
Entering Unmasked Estep 
Score: -1050991.000000 Penalty: 2371.336914
	Iteration 0F: 2 clusters Score -1050991 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1040616.875000 Penalty: 4742.673828
	Iteration 0F: 3 clusters Score -1040617 nChanged 6032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1043901.375000 Penalty: 4742.673828
	Iteration 1F: 3 clusters Score -1043901 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1044323.187500 Penalty: 4742.673828
	Iteration 2F: 3 clusters Score -1044323 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1044679.375000 Penalty: 4742.673828
	Iteration 3F: 3 clusters Score -1044679 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1045009.875000 Penalty: 4742.673828
	Iteration 4Q: 3 clusters Score -1045010 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1045321.687500 Penalty: 4742.673828
	Iteration 5Q: 3 clusters Score -1045322 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1045734.437500 Penalty: 4742.673828
	Iteration 6Q: 3 clusters Score -1045734 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1046229.062500 Penalty: 4742.673828
	Iteration 7F: 3 clusters Score -1046229 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1046793.625000 Penalty: 4742.673828
	Iteration 8F: 3 clusters Score -1046794 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1047328.812500 Penalty: 4742.673828
	Iteration 9F: 3 clusters Score -1047329 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1047706.125000 Penalty: 4742.673828
	Iteration 10Q: 3 clusters Score -1047706 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1047963.375000 Penalty: 4742.673828
	Iteration 11Q: 3 clusters Score -1047963 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1048157.500000 Penalty: 4742.673828
	Iteration 12Q: 3 clusters Score -1048158 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1048315.062500 Penalty: 4742.673828
	Iteration 13Q: 3 clusters Score -1048315 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -1048445.312500 Penalty: 4742.673828
	Iteration 14Q: 3 clusters Score -1048445 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1048537.437500 Penalty: 4742.673828
	Iteration 15Q: 3 clusters Score -1048537 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1048601.750000 Penalty: 4742.673828
	Iteration 16Q: 3 clusters Score -1048602 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1048668.375000 Penalty: 4742.673828
	Iteration 17Q: 3 clusters Score -1048668 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1048729.250000 Penalty: 4742.673828
	Iteration 18Q: 3 clusters Score -1048729 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1048782.875000 Penalty: 4742.673828
	Iteration 19Q: 3 clusters Score -1048783 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1048843.750000 Penalty: 4742.673828
	Iteration 20F: 3 clusters Score -1048844 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1048886.250000 Penalty: 4742.673828
	Iteration 21Q: 3 clusters Score -1048886 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1048925.375000 Penalty: 4742.673828
	Iteration 22Q: 3 clusters Score -1048925 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1048973.750000 Penalty: 4742.673828
	Iteration 23Q: 3 clusters Score -1048974 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1049013.625000 Penalty: 4742.673828
	Iteration 24Q: 3 clusters Score -1049014 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1049040.500000 Penalty: 4742.673828
	Iteration 25Q: 3 clusters Score -1049040 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1049067.250000 Penalty: 4742.673828
	Iteration 26Q: 3 clusters Score -1049067 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1049090.500000 Penalty: 4742.673828
	Iteration 27Q: 3 clusters Score -1049090 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1049119.375000 Penalty: 4742.673828
	Iteration 28Q: 3 clusters Score -1049119 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1049145.125000 Penalty: 4742.673828
	Iteration 29Q: 3 clusters Score -1049145 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1049160.000000 Penalty: 4742.673828
	Iteration 30Q: 3 clusters Score -1049160 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1049174.625000 Penalty: 4742.673828
	Iteration 31Q: 3 clusters Score -1049175 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1049193.375000 Penalty: 4742.673828
	Iteration 32Q: 3 clusters Score -1049193 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1049211.250000 Penalty: 4742.673828
	Iteration 33Q: 3 clusters Score -1049211 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1049224.500000 Penalty: 4742.673828
	Iteration 34Q: 3 clusters Score -1049224 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1049235.625000 Penalty: 4742.673828
	Iteration 35Q: 3 clusters Score -1049236 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1049240.500000 Penalty: 4742.673828
	Iteration 36Q: 3 clusters Score -1049240 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1049251.500000 Penalty: 4742.673828
	Iteration 37Q: 3 clusters Score -1049252 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1049259.000000 Penalty: 4742.673828
	Iteration 38Q: 3 clusters Score -1049259 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1049270.125000 Penalty: 4742.673828
	Iteration 39Q: 3 clusters Score -1049270 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1049276.250000 Penalty: 4742.673828
	Iteration 40F: 3 clusters Score -1049276 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1049285.750000 Penalty: 4742.673828
	Iteration 41Q: 3 clusters Score -1049286 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1049292.750000 Penalty: 4742.673828
	Iteration 42Q: 3 clusters Score -1049293 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1049302.750000 Penalty: 4742.673828
	Iteration 43Q: 3 clusters Score -1049303 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1049310.250000 Penalty: 4742.673828
	Iteration 44Q: 3 clusters Score -1049310 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1049314.875000 Penalty: 4742.673828
	Iteration 45Q: 3 clusters Score -1049315 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1049319.750000 Penalty: 4742.673828
	Iteration 46Q: 3 clusters Score -1049320 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1049331.875000 Penalty: 4742.673828
	Iteration 47Q: 3 clusters Score -1049332 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1049337.500000 Penalty: 4742.673828
	Iteration 48Q: 3 clusters Score -1049338 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1049345.000000 Penalty: 4742.673828
	Iteration 49Q: 3 clusters Score -1049345 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1049349.875000 Penalty: 4742.673828
	Iteration 50Q: 3 clusters Score -1049350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1049353.625000 Penalty: 4742.673828
	Iteration 51Q: 3 clusters Score -1049354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1049353.500000 Penalty: 4742.673828
	Iteration 52Q: 3 clusters Score -1049354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1049357.250000 Penalty: 4742.673828
	Iteration 53Q: 3 clusters Score -1049357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1049359.500000 Penalty: 4742.673828
	Iteration 54Q: 3 clusters Score -1049360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1049359.625000 Penalty: 4742.673828
	Iteration 55Q: 3 clusters Score -1049360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1049359.625000 Penalty: 4742.673828
	Iteration 56F: 3 clusters Score -1049360 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Entering Unmasked Estep 
Score: -360104.968750 Penalty: 2102.243408
	Iteration 0F: 2 clusters Score -360105 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -355692.125000 Penalty: 4204.486816
	Iteration 0F: 3 clusters Score -355692.1 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -356790.656250 Penalty: 4204.486816
	Iteration 1F: 3 clusters Score -356790.7 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -357073.343750 Penalty: 4204.486816
	Iteration 2F: 3 clusters Score -357073.3 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -357318.531250 Penalty: 4204.486816
	Iteration 3F: 3 clusters Score -357318.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -357592.000000 Penalty: 4204.486816
	Iteration 4F: 3 clusters Score -357592 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -357847.875000 Penalty: 4204.486816
	Iteration 5F: 3 clusters Score -357847.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -358078.156250 Penalty: 4204.486816
	Iteration 6Q: 3 clusters Score -358078.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -358369.687500 Penalty: 4204.486816
	Iteration 7F: 3 clusters Score -358369.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -358623.062500 Penalty: 4204.486816
	Iteration 8F: 3 clusters Score -358623.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -358831.812500 Penalty: 4204.486816
	Iteration 9Q: 3 clusters Score -358831.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -359022.031250 Penalty: 4204.486816
	Iteration 10Q: 3 clusters Score -359022 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -359177.687500 Penalty: 4204.486816
	Iteration 11Q: 3 clusters Score -359177.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -359271.437500 Penalty: 4204.486816
	Iteration 12Q: 3 clusters Score -359271.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -359329.625000 Penalty: 4204.486816
	Iteration 13Q: 3 clusters Score -359329.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -359374.812500 Penalty: 4204.486816
	Iteration 14Q: 3 clusters Score -359374.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -359411.406250 Penalty: 4204.486816
	Iteration 15Q: 3 clusters Score -359411.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -359450.500000 Penalty: 4204.486816
	Iteration 16Q: 3 clusters Score -359450.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -359487.312500 Penalty: 4204.486816
	Iteration 17Q: 3 clusters Score -359487.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -359512.250000 Penalty: 4204.486816
	Iteration 18Q: 3 clusters Score -359512.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -359528.812500 Penalty: 4204.486816
	Iteration 19Q: 3 clusters Score -359528.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -359541.968750 Penalty: 4204.486816
	Iteration 20F: 3 clusters Score -359542 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -359555.031250 Penalty: 4204.486816
	Iteration 21Q: 3 clusters Score -359555 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -359565.125000 Penalty: 4204.486816
	Iteration 22Q: 3 clusters Score -359565.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -359566.718750 Penalty: 4204.486816
	Iteration 23Q: 3 clusters Score -359566.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -359568.625000 Penalty: 4204.486816
	Iteration 24Q: 3 clusters Score -359568.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -359569.875000 Penalty: 4204.486816
	Iteration 25Q: 3 clusters Score -359569.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -359572.968750 Penalty: 4204.486816
	Iteration 26Q: 3 clusters Score -359573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -359573.312500 Penalty: 4204.486816
	Iteration 27Q: 3 clusters Score -359573.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -359573.312500 Penalty: 4204.486816
	Iteration 28Q: 3 clusters Score -359573.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -359573.968750 Penalty: 4204.486816
	Iteration 29Q: 3 clusters Score -359574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -359573.968750 Penalty: 4204.486816
	Iteration 30F: 3 clusters Score -359574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Entering Unmasked Estep 
Score: -604038.437500 Penalty: 2223.624756
	Iteration 0F: 2 clusters Score -604038.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -597649.000000 Penalty: 4447.249512
	Iteration 0F: 3 clusters Score -597649 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -599451.750000 Penalty: 4447.249512
	Iteration 1F: 3 clusters Score -599451.8 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -599769.562500 Penalty: 4447.249512
	Iteration 2F: 3 clusters Score -599769.6 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -600053.187500 Penalty: 4447.249512
	Iteration 3F: 3 clusters Score -600053.2 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -600348.687500 Penalty: 4447.249512
	Iteration 4F: 3 clusters Score -600348.7 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -600638.187500 Penalty: 4447.249512
	Iteration 5F: 3 clusters Score -600638.2 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -600894.625000 Penalty: 4447.249512
	Iteration 6Q: 3 clusters Score -600894.6 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -601158.937500 Penalty: 4447.249512
	Iteration 7Q: 3 clusters Score -601158.9 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -601438.937500 Penalty: 4447.249512
	Iteration 8Q: 3 clusters Score -601438.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -601685.437500 Penalty: 4447.249512
	Iteration 9Q: 3 clusters Score -601685.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -601914.062500 Penalty: 4447.249512
	Iteration 10Q: 3 clusters Score -601914.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -602070.750000 Penalty: 4447.249512
	Iteration 11Q: 3 clusters Score -602070.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -602162.062500 Penalty: 4447.249512
	Iteration 12Q: 3 clusters Score -602162.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -602215.250000 Penalty: 4447.249512
	Iteration 13Q: 3 clusters Score -602215.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -602272.750000 Penalty: 4447.249512
	Iteration 14Q: 3 clusters Score -602272.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -602315.750000 Penalty: 4447.249512
	Iteration 15Q: 3 clusters Score -602315.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -602344.250000 Penalty: 4447.249512
	Iteration 16Q: 3 clusters Score -602344.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -602359.250000 Penalty: 4447.249512
	Iteration 17Q: 3 clusters Score -602359.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -602369.812500 Penalty: 4447.249512
	Iteration 18Q: 3 clusters Score -602369.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -602379.375000 Penalty: 4447.249512
	Iteration 19Q: 3 clusters Score -602379.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -602384.250000 Penalty: 4447.249512
	Iteration 20F: 3 clusters Score -602384.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -602390.187500 Penalty: 4447.249512
	Iteration 21Q: 3 clusters Score -602390.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -602394.312500 Penalty: 4447.249512
	Iteration 22Q: 3 clusters Score -602394.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -602400.250000 Penalty: 4447.249512
	Iteration 23Q: 3 clusters Score -602400.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -602405.875000 Penalty: 4447.249512
	Iteration 24Q: 3 clusters Score -602405.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -602413.375000 Penalty: 4447.249512
	Iteration 25Q: 3 clusters Score -602413.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -602417.062500 Penalty: 4447.249512
	Iteration 26Q: 3 clusters Score -602417.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -602421.125000 Penalty: 4447.249512
	Iteration 27Q: 3 clusters Score -602421.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -602422.500000 Penalty: 4447.249512
	Iteration 28Q: 3 clusters Score -602422.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -602424.687500 Penalty: 4447.249512
	Iteration 29Q: 3 clusters Score -602424.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -602428.437500 Penalty: 4447.249512
	Iteration 30Q: 3 clusters Score -602428.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -602429.437500 Penalty: 4447.249512
	Iteration 31Q: 3 clusters Score -602429.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -602433.437500 Penalty: 4447.249512
	Iteration 32Q: 3 clusters Score -602433.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -602438.687500 Penalty: 4447.249512
	Iteration 33Q: 3 clusters Score -602438.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -602444.437500 Penalty: 4447.249512
	Iteration 34Q: 3 clusters Score -602444.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -602444.562500 Penalty: 4447.249512
	Iteration 35Q: 3 clusters Score -602444.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -602448.500000 Penalty: 4447.249512
	Iteration 36Q: 3 clusters Score -602448.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -602449.437500 Penalty: 4447.249512
	Iteration 37Q: 3 clusters Score -602449.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -602451.437500 Penalty: 4447.249512
	Iteration 38Q: 3 clusters Score -602451.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -602451.437500 Penalty: 4447.249512
	Iteration 39Q: 3 clusters Score -602451.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -602453.625000 Penalty: 4447.249512
	Iteration 40F: 3 clusters Score -602453.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -602454.187500 Penalty: 4447.249512
	Iteration 41Q: 3 clusters Score -602454.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -602455.312500 Penalty: 4447.249512
	Iteration 42Q: 3 clusters Score -602455.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -602455.875000 Penalty: 4447.249512
	Iteration 43Q: 3 clusters Score -602455.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -602455.437500 Penalty: 4447.249512
	Iteration 44Q: 3 clusters Score -602455.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -602456.187500 Penalty: 4447.249512
	Iteration 45Q: 3 clusters Score -602456.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -602457.437500 Penalty: 4447.249512
	Iteration 46Q: 3 clusters Score -602457.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -602459.875000 Penalty: 4447.249512
	Iteration 47Q: 3 clusters Score -602459.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -602460.687500 Penalty: 4447.249512
	Iteration 48Q: 3 clusters Score -602460.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -602460.937500 Penalty: 4447.249512
	Iteration 49Q: 3 clusters Score -602460.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -602460.250000 Penalty: 4447.249512
	Iteration 50Q: 3 clusters Score -602460.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -602462.062500 Penalty: 4447.249512
	Iteration 51Q: 3 clusters Score -602462.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -602461.750000 Penalty: 4447.249512
	Iteration 52Q: 3 clusters Score -602461.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -602462.062500 Penalty: 4447.249512
	Iteration 53Q: 3 clusters Score -602462.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -602463.937500 Penalty: 4447.249512
	Iteration 54Q: 3 clusters Score -602463.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -602464.312500 Penalty: 4447.249512
	Iteration 55Q: 3 clusters Score -602464.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -602464.312500 Penalty: 4447.249512
	Iteration 56F: 3 clusters Score -602464.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Entering Unmasked Estep 
Score: -900466.625000 Penalty: 2318.997803
	Iteration 0F: 2 clusters Score -900466.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -891801.187500 Penalty: 4637.995605
	Iteration 0F: 3 clusters Score -891801.2 nChanged 4905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -894376.250000 Penalty: 4637.995605
	Iteration 1F: 3 clusters Score -894376.2 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -894684.625000 Penalty: 4637.995605
	Iteration 2F: 3 clusters Score -894684.6 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -894952.500000 Penalty: 4637.995605
	Iteration 3Q: 3 clusters Score -894952.5 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -895229.125000 Penalty: 4637.995605
	Iteration 4Q: 3 clusters Score -895229.1 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -895583.687500 Penalty: 4637.995605
	Iteration 5Q: 3 clusters Score -895583.7 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -896028.687500 Penalty: 4637.995605
	Iteration 6F: 3 clusters Score -896028.7 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -896737.000000 Penalty: 4637.995605
	Iteration 7F: 3 clusters Score -896737 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -897749.812500 Penalty: 4637.995605
	Iteration 8F: 3 clusters Score -897749.8 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -898912.250000 Penalty: 4637.995605
	Iteration 9F: 3 clusters Score -898912.2 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -899855.250000 Penalty: 4637.995605
	Iteration 10F: 3 clusters Score -899855.2 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -900467.750000 Penalty: 4637.995605
	Iteration 11Q: 3 clusters Score -900467.8 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -900760.562500 Penalty: 4637.995605
	Iteration 12Q: 3 clusters Score -900760.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -900890.062500 Penalty: 4637.995605
	Iteration 13Q: 3 clusters Score -900890.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -900942.750000 Penalty: 4637.995605
	Iteration 14Q: 3 clusters Score -900942.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -900973.875000 Penalty: 4637.995605
	Iteration 15Q: 3 clusters Score -900973.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -900982.437500 Penalty: 4637.995605
	Iteration 16Q: 3 clusters Score -900982.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -900993.062500 Penalty: 4637.995605
	Iteration 17Q: 3 clusters Score -900993.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -901001.187500 Penalty: 4637.995605
	Iteration 18Q: 3 clusters Score -901001.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -901002.437500 Penalty: 4637.995605
	Iteration 19Q: 3 clusters Score -901002.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -901003.125000 Penalty: 4637.995605
	Iteration 20F: 3 clusters Score -901003.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -901005.250000 Penalty: 4637.995605
	Iteration 21Q: 3 clusters Score -901005.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -901008.812500 Penalty: 4637.995605
	Iteration 22Q: 3 clusters Score -901008.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -901011.187500 Penalty: 4637.995605
	Iteration 23Q: 3 clusters Score -901011.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -901014.062500 Penalty: 4637.995605
	Iteration 24Q: 3 clusters Score -901014.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -901016.312500 Penalty: 4637.995605
	Iteration 25Q: 3 clusters Score -901016.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -901016.375000 Penalty: 4637.995605
	Iteration 26Q: 3 clusters Score -901016.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -901021.500000 Penalty: 4637.995605
	Iteration 27Q: 3 clusters Score -901021.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -901025.312500 Penalty: 4637.995605
	Iteration 28Q: 3 clusters Score -901025.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -901024.812500 Penalty: 4637.995605
	Iteration 29Q: 3 clusters Score -901024.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -901024.437500 Penalty: 4637.995605
	Iteration 30Q: 3 clusters Score -901024.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -901023.687500 Penalty: 4637.995605
	Iteration 31Q: 3 clusters Score -901023.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -901024.562500 Penalty: 4637.995605
	Iteration 32Q: 3 clusters Score -901024.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -901024.562500 Penalty: 4637.995605
	Iteration 33F: 3 clusters Score -901024.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 3460 members 
Mstep: Class 3 contains 8425 members 
Mstep: Class 4 contains 3056 members 
Mstep: Class 5 contains 17668 members 
Mstep: Class 6 contains 27229 members 
Mstep: Class 7 contains 19429 members 
Mstep: Class 8 contains 6239 members 
Mstep: Class 9 contains 77577 members 
Mstep: Class 10 contains 73650 members 
Mstep: Class 11 contains 4885 members 
Mstep: Class 12 contains 8853 members 
Mstep: Class 13 contains 14212 members 
Mstep: Class 14 contains 4802 members 
Mstep: Class 15 contains 7834 members 
Mstep: Class 16 contains 6209 members 
Mstep: Class 17 contains 153494 members 
Mstep: Class 18 contains 7401 members 
Mstep: Class 19 contains 39417 members 
Mstep: Class 20 contains 25344 members 
Mstep: Class 21 contains 6703 members 
Mstep: Class 22 contains 3988 members 
Mstep: Class 23 contains 64104 members 
Mstep: Class 24 contains 4370 members 
Mstep: Class 25 contains 5306 members 
Mstep: Class 26 contains 65261 members 
Mstep: Class 27 contains 4536 members 
Mstep: Class 28 contains 122203 members 
Mstep: Class 29 contains 13636 members 
Mstep: Class 30 contains 43648 members 
Mstep: Class 31 contains 607223 members 
Mstep: Class 32 contains 1257 members 
Mstep: Class 33 contains 5299 members 
Entering Unmasked Estep 
Score: -111965448.000000 Penalty: 116180.585938
Splitting cluster 16 changes total score from -111965400.000000 to -111965448.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 17 (153494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153494 members 
Entering Unmasked Estep 
Score: -12292499.000000 Penalty: 2961.471436
	Iteration 0F: 2 clusters Score -1.22925e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76606 members 
Mstep: Class 2 contains 76888 members 
Entering Unmasked Estep 
Score: -12189179.000000 Penalty: 5922.942871
	Iteration 0F: 3 clusters Score -1.218918e+07 nChanged 73500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73794 members 
Mstep: Class 2 contains 79700 members 
Entering Unmasked Estep 
Score: -12232663.000000 Penalty: 5922.942871
	Iteration 1F: 3 clusters Score -1.223266e+07 nChanged 5638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71504 members 
Mstep: Class 2 contains 81990 members 
Entering Unmasked Estep 
Score: -12234429.000000 Penalty: 5922.942871
	Iteration 2Q: 3 clusters Score -1.223443e+07 nChanged 7014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67842 members 
Mstep: Class 2 contains 85652 members 
Entering Unmasked Estep 
Score: -12237338.000000 Penalty: 5922.942871
	Iteration 3Q: 3 clusters Score -1.223734e+07 nChanged 9012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62452 members 
Mstep: Class 2 contains 91042 members 
Entering Unmasked Estep 
Score: -12242240.000000 Penalty: 5922.942871
	Iteration 4F: 3 clusters Score -1.224224e+07 nChanged 11050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55204 members 
Mstep: Class 2 contains 98290 members 
Entering Unmasked Estep 
Score: -12249323.000000 Penalty: 5922.942871
	Iteration 5F: 3 clusters Score -1.224932e+07 nChanged 12085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46599 members 
Mstep: Class 2 contains 106895 members 
Entering Unmasked Estep 
Score: -12257797.000000 Penalty: 5922.942871
	Iteration 6F: 3 clusters Score -1.22578e+07 nChanged 11460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37867 members 
Mstep: Class 2 contains 115627 members 
Entering Unmasked Estep 
Score: -12265823.000000 Penalty: 5922.942871
	Iteration 7F: 3 clusters Score -1.226582e+07 nChanged 9264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30229 members 
Mstep: Class 2 contains 123265 members 
Entering Unmasked Estep 
Score: -12271635.000000 Penalty: 5922.942871
	Iteration 8F: 3 clusters Score -1.227164e+07 nChanged 6985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23866 members 
Mstep: Class 2 contains 129628 members 
Entering Unmasked Estep 
Score: -12275717.000000 Penalty: 5922.942871
	Iteration 9Q: 3 clusters Score -1.227572e+07 nChanged 5362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18598 members 
Mstep: Class 2 contains 134896 members 
Entering Unmasked Estep 
Score: -12278734.000000 Penalty: 5922.942871
	Iteration 10Q: 3 clusters Score -1.227873e+07 nChanged 4434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 139324 members 
Entering Unmasked Estep 
Score: -12281165.000000 Penalty: 5922.942871
	Iteration 11Q: 3 clusters Score -1.228116e+07 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 143017 members 
Entering Unmasked Estep 
Score: -12283403.000000 Penalty: 5922.942871
	Iteration 12Q: 3 clusters Score -1.22834e+07 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 145944 members 
Entering Unmasked Estep 
Score: -12285179.000000 Penalty: 5922.942871
	Iteration 13Q: 3 clusters Score -1.228518e+07 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 148214 members 
Entering Unmasked Estep 
Score: -12286640.000000 Penalty: 5922.942871
	Iteration 14Q: 3 clusters Score -1.228664e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 149816 members 
Entering Unmasked Estep 
Score: -12287685.000000 Penalty: 5922.942871
	Iteration 15Q: 3 clusters Score -1.228768e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 150939 members 
Entering Unmasked Estep 
Score: -12288408.000000 Penalty: 5922.942871
	Iteration 16Q: 3 clusters Score -1.228841e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 151691 members 
Entering Unmasked Estep 
Score: -12288982.000000 Penalty: 5922.942871
	Iteration 17Q: 3 clusters Score -1.228898e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 152152 members 
Entering Unmasked Estep 
Score: -12289306.000000 Penalty: 5922.942871
	Iteration 18Q: 3 clusters Score -1.228931e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 152443 members 
Entering Unmasked Estep 
Score: -12289493.000000 Penalty: 5922.942871
	Iteration 19Q: 3 clusters Score -1.228949e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 152627 members 
Entering Unmasked Estep 
Score: -12289605.000000 Penalty: 5922.942871
	Iteration 20F: 3 clusters Score -1.22896e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 152737 members 
Entering Unmasked Estep 
Score: -12289725.000000 Penalty: 5922.942871
	Iteration 21Q: 3 clusters Score -1.228972e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 152796 members 
Entering Unmasked Estep 
Score: -12289789.000000 Penalty: 5922.942871
	Iteration 22Q: 3 clusters Score -1.228979e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 152849 members 
Entering Unmasked Estep 
Score: -12289855.000000 Penalty: 5922.942871
	Iteration 23Q: 3 clusters Score -1.228986e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 152885 members 
Entering Unmasked Estep 
Score: -12289893.000000 Penalty: 5922.942871
	Iteration 24Q: 3 clusters Score -1.228989e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 152907 members 
Entering Unmasked Estep 
Score: -12289934.000000 Penalty: 5922.942871
	Iteration 25Q: 3 clusters Score -1.228993e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 152922 members 
Entering Unmasked Estep 
Score: -12289951.000000 Penalty: 5922.942871
	Iteration 26Q: 3 clusters Score -1.228995e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 152928 members 
Entering Unmasked Estep 
Score: -12289971.000000 Penalty: 5922.942871
	Iteration 27Q: 3 clusters Score -1.228997e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 152936 members 
Entering Unmasked Estep 
Score: -12289967.000000 Penalty: 5922.942871
	Iteration 28Q: 3 clusters Score -1.228997e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 152936 members 
Entering Unmasked Estep 
Score: -12289968.000000 Penalty: 5922.942871
	Iteration 29Q: 3 clusters Score -1.228997e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 152937 members 
Entering Unmasked Estep 
Score: -12289965.000000 Penalty: 5922.942871
	Iteration 30Q: 3 clusters Score -1.228996e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 152939 members 
Entering Unmasked Estep 
Score: -12289971.000000 Penalty: 5922.942871
	Iteration 31Q: 3 clusters Score -1.228997e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 152943 members 
Entering Unmasked Estep 
Score: -12289967.000000 Penalty: 5922.942871
	Iteration 32Q: 3 clusters Score -1.228997e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 152946 members 
Entering Unmasked Estep 
Score: -12289979.000000 Penalty: 5922.942871
	Iteration 33Q: 3 clusters Score -1.228998e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 152949 members 
Entering Unmasked Estep 
Score: -12289979.000000 Penalty: 5922.942871
	Iteration 34Q: 3 clusters Score -1.228998e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 152951 members 
Entering Unmasked Estep 
Score: -12289972.000000 Penalty: 5922.942871
	Iteration 35Q: 3 clusters Score -1.228997e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 152954 members 
Entering Unmasked Estep 
Score: -12289971.000000 Penalty: 5922.942871
	Iteration 36Q: 3 clusters Score -1.228997e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 152954 members 
Entering Unmasked Estep 
Score: -12289971.000000 Penalty: 5922.942871
	Iteration 37F: 3 clusters Score -1.228997e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Entering Unmasked Estep 
Score: -558472.875000 Penalty: 2209.523926
	Iteration 0F: 2 clusters Score -558472.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -552409.312500 Penalty: 4419.047852
	Iteration 0F: 3 clusters Score -552409.3 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -554080.750000 Penalty: 4419.047852
	Iteration 1F: 3 clusters Score -554080.8 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -554495.000000 Penalty: 4419.047852
	Iteration 2F: 3 clusters Score -554495 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -554995.500000 Penalty: 4419.047852
	Iteration 3F: 3 clusters Score -554995.5 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -555755.687500 Penalty: 4419.047852
	Iteration 4F: 3 clusters Score -555755.7 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -556725.375000 Penalty: 4419.047852
	Iteration 5F: 3 clusters Score -556725.4 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -557518.000000 Penalty: 4419.047852
	Iteration 6F: 3 clusters Score -557518 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -558112.250000 Penalty: 4419.047852
	Iteration 7F: 3 clusters Score -558112.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -558528.812500 Penalty: 4419.047852
	Iteration 8Q: 3 clusters Score -558528.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -558810.500000 Penalty: 4419.047852
	Iteration 9Q: 3 clusters Score -558810.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -558942.250000 Penalty: 4419.047852
	Iteration 10Q: 3 clusters Score -558942.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -559009.875000 Penalty: 4419.047852
	Iteration 11Q: 3 clusters Score -559009.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -559030.562500 Penalty: 4419.047852
	Iteration 12Q: 3 clusters Score -559030.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -559043.125000 Penalty: 4419.047852
	Iteration 13Q: 3 clusters Score -559043.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -559047.437500 Penalty: 4419.047852
	Iteration 14Q: 3 clusters Score -559047.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -559049.750000 Penalty: 4419.047852
	Iteration 15Q: 3 clusters Score -559049.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -559050.500000 Penalty: 4419.047852
	Iteration 16Q: 3 clusters Score -559050.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -559050.000000 Penalty: 4419.047852
	Iteration 17Q: 3 clusters Score -559050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -559050.000000 Penalty: 4419.047852
	Iteration 18F: 3 clusters Score -559050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 3460 members 
Mstep: Class 3 contains 8425 members 
Mstep: Class 4 contains 3056 members 
Mstep: Class 5 contains 17668 members 
Mstep: Class 6 contains 27229 members 
Mstep: Class 7 contains 19429 members 
Mstep: Class 8 contains 6239 members 
Mstep: Class 9 contains 77577 members 
Mstep: Class 10 contains 73650 members 
Mstep: Class 11 contains 4885 members 
Mstep: Class 12 contains 8853 members 
Mstep: Class 13 contains 14212 members 
Mstep: Class 14 contains 4802 members 
Mstep: Class 15 contains 7834 members 
Mstep: Class 16 contains 6209 members 
Mstep: Class 17 contains 153494 members 
Mstep: Class 18 contains 5479 members 
Mstep: Class 19 contains 39417 members 
Mstep: Class 20 contains 25344 members 
Mstep: Class 21 contains 6703 members 
Mstep: Class 22 contains 3988 members 
Mstep: Class 23 contains 64104 members 
Mstep: Class 24 contains 4370 members 
Mstep: Class 25 contains 5306 members 
Mstep: Class 26 contains 65261 members 
Mstep: Class 27 contains 4536 members 
Mstep: Class 28 contains 122203 members 
Mstep: Class 29 contains 13636 members 
Mstep: Class 30 contains 43648 members 
Mstep: Class 31 contains 607223 members 
Mstep: Class 32 contains 1257 members 
Mstep: Class 33 contains 5299 members 
Mstep: Class 34 contains 1922 members 
Entering Unmasked Estep 
Score: -111964776.000000 Penalty: 119701.210938
Splitting cluster 18 changes total score from -111965400.000000 to -111964776.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (39417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39417 members 
Entering Unmasked Estep 
Score: -3091261.000000 Penalty: 2624.324219
	Iteration 0F: 2 clusters Score -3091261 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19748 members 
Mstep: Class 2 contains 19669 members 
Entering Unmasked Estep 
Score: -3064606.250000 Penalty: 5248.648438
	Iteration 0F: 3 clusters Score -3064606 nChanged 17922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19664 members 
Mstep: Class 2 contains 19753 members 
Entering Unmasked Estep 
Score: -3074332.250000 Penalty: 5248.648438
	Iteration 1F: 3 clusters Score -3074332 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19568 members 
Mstep: Class 2 contains 19849 members 
Entering Unmasked Estep 
Score: -3074918.500000 Penalty: 5248.648438
	Iteration 2Q: 3 clusters Score -3074918 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19375 members 
Mstep: Class 2 contains 20042 members 
Entering Unmasked Estep 
Score: -3075548.250000 Penalty: 5248.648438
	Iteration 3Q: 3 clusters Score -3075548 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19124 members 
Mstep: Class 2 contains 20293 members 
Entering Unmasked Estep 
Score: -3076270.250000 Penalty: 5248.648438
	Iteration 4Q: 3 clusters Score -3076270 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18724 members 
Mstep: Class 2 contains 20693 members 
Entering Unmasked Estep 
Score: -3077076.000000 Penalty: 5248.648438
	Iteration 5Q: 3 clusters Score -3077076 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18205 members 
Mstep: Class 2 contains 21212 members 
Entering Unmasked Estep 
Score: -3078084.250000 Penalty: 5248.648438
	Iteration 6F: 3 clusters Score -3078084 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 21789 members 
Entering Unmasked Estep 
Score: -3079203.500000 Penalty: 5248.648438
	Iteration 7F: 3 clusters Score -3079204 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16989 members 
Mstep: Class 2 contains 22428 members 
Entering Unmasked Estep 
Score: -3080285.250000 Penalty: 5248.648438
	Iteration 8F: 3 clusters Score -3080285 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16401 members 
Mstep: Class 2 contains 23016 members 
Entering Unmasked Estep 
Score: -3081199.000000 Penalty: 5248.648438
	Iteration 9Q: 3 clusters Score -3081199 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 23557 members 
Entering Unmasked Estep 
Score: -3081852.500000 Penalty: 5248.648438
	Iteration 10Q: 3 clusters Score -3081852 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 24090 members 
Entering Unmasked Estep 
Score: -3082329.000000 Penalty: 5248.648438
	Iteration 11Q: 3 clusters Score -3082329 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 24591 members 
Entering Unmasked Estep 
Score: -3082758.500000 Penalty: 5248.648438
	Iteration 12Q: 3 clusters Score -3082758 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 25093 members 
Entering Unmasked Estep 
Score: -3083094.250000 Penalty: 5248.648438
	Iteration 13Q: 3 clusters Score -3083094 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 25622 members 
Entering Unmasked Estep 
Score: -3083441.750000 Penalty: 5248.648438
	Iteration 14Q: 3 clusters Score -3083442 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 26237 members 
Entering Unmasked Estep 
Score: -3083809.250000 Penalty: 5248.648438
	Iteration 15Q: 3 clusters Score -3083809 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 26891 members 
Entering Unmasked Estep 
Score: -3084254.750000 Penalty: 5248.648438
	Iteration 16Q: 3 clusters Score -3084255 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 27563 members 
Entering Unmasked Estep 
Score: -3084779.000000 Penalty: 5248.648438
	Iteration 17Q: 3 clusters Score -3084779 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 28318 members 
Entering Unmasked Estep 
Score: -3085500.250000 Penalty: 5248.648438
	Iteration 18Q: 3 clusters Score -3085500 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 29125 members 
Entering Unmasked Estep 
Score: -3086369.250000 Penalty: 5248.648438
	Iteration 19Q: 3 clusters Score -3086369 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 29905 members 
Entering Unmasked Estep 
Score: -3087135.000000 Penalty: 5248.648438
	Iteration 20F: 3 clusters Score -3087135 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 30644 members 
Entering Unmasked Estep 
Score: -3087733.500000 Penalty: 5248.648438
	Iteration 21Q: 3 clusters Score -3087734 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 31312 members 
Entering Unmasked Estep 
Score: -3088223.500000 Penalty: 5248.648438
	Iteration 22Q: 3 clusters Score -3088224 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 31946 members 
Entering Unmasked Estep 
Score: -3088765.750000 Penalty: 5248.648438
	Iteration 23Q: 3 clusters Score -3088766 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 32484 members 
Entering Unmasked Estep 
Score: -3089243.250000 Penalty: 5248.648438
	Iteration 24Q: 3 clusters Score -3089243 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 32953 members 
Entering Unmasked Estep 
Score: -3089608.000000 Penalty: 5248.648438
	Iteration 25Q: 3 clusters Score -3089608 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 33295 members 
Entering Unmasked Estep 
Score: -3089848.750000 Penalty: 5248.648438
	Iteration 26Q: 3 clusters Score -3089849 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 33622 members 
Entering Unmasked Estep 
Score: -3090036.250000 Penalty: 5248.648438
	Iteration 27Q: 3 clusters Score -3090036 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 33871 members 
Entering Unmasked Estep 
Score: -3090139.500000 Penalty: 5248.648438
	Iteration 28Q: 3 clusters Score -3090140 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 34083 members 
Entering Unmasked Estep 
Score: -3090215.750000 Penalty: 5248.648438
	Iteration 29Q: 3 clusters Score -3090216 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 34253 members 
Entering Unmasked Estep 
Score: -3090241.000000 Penalty: 5248.648438
	Iteration 30Q: 3 clusters Score -3090241 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 34368 members 
Entering Unmasked Estep 
Score: -3090268.500000 Penalty: 5248.648438
	Iteration 31Q: 3 clusters Score -3090268 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 34467 members 
Entering Unmasked Estep 
Score: -3090289.500000 Penalty: 5248.648438
	Iteration 32Q: 3 clusters Score -3090290 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 34541 members 
Entering Unmasked Estep 
Score: -3090308.750000 Penalty: 5248.648438
	Iteration 33Q: 3 clusters Score -3090309 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 34605 members 
Entering Unmasked Estep 
Score: -3090326.500000 Penalty: 5248.648438
	Iteration 34Q: 3 clusters Score -3090326 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 34676 members 
Entering Unmasked Estep 
Score: -3090335.750000 Penalty: 5248.648438
	Iteration 35Q: 3 clusters Score -3090336 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 34742 members 
Entering Unmasked Estep 
Score: -3090353.000000 Penalty: 5248.648438
	Iteration 36Q: 3 clusters Score -3090353 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 34802 members 
Entering Unmasked Estep 
Score: -3090371.000000 Penalty: 5248.648438
	Iteration 37Q: 3 clusters Score -3090371 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 34860 members 
Entering Unmasked Estep 
Score: -3090380.750000 Penalty: 5248.648438
	Iteration 38Q: 3 clusters Score -3090381 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 34916 members 
Entering Unmasked Estep 
Score: -3090386.500000 Penalty: 5248.648438
	Iteration 39Q: 3 clusters Score -3090386 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 34963 members 
Entering Unmasked Estep 
Score: -3090397.500000 Penalty: 5248.648438
	Iteration 40F: 3 clusters Score -3090398 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 34992 members 
Entering Unmasked Estep 
Score: -3090397.500000 Penalty: 5248.648438
	Iteration 41Q: 3 clusters Score -3090398 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 35029 members 
Entering Unmasked Estep 
Score: -3090399.250000 Penalty: 5248.648438
	Iteration 42Q: 3 clusters Score -3090399 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 35048 members 
Entering Unmasked Estep 
Score: -3090399.000000 Penalty: 5248.648438
	Iteration 43Q: 3 clusters Score -3090399 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 35058 members 
Entering Unmasked Estep 
Score: -3090404.500000 Penalty: 5248.648438
	Iteration 44Q: 3 clusters Score -3090404 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 35070 members 
Entering Unmasked Estep 
Score: -3090409.250000 Penalty: 5248.648438
	Iteration 45Q: 3 clusters Score -3090409 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 35078 members 
Entering Unmasked Estep 
Score: -3090409.500000 Penalty: 5248.648438
	Iteration 46Q: 3 clusters Score -3090410 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 35086 members 
Entering Unmasked Estep 
Score: -3090407.500000 Penalty: 5248.648438
	Iteration 47Q: 3 clusters Score -3090408 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 35098 members 
Entering Unmasked Estep 
Score: -3090411.750000 Penalty: 5248.648438
	Iteration 48Q: 3 clusters Score -3090412 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 35108 members 
Entering Unmasked Estep 
Score: -3090410.750000 Penalty: 5248.648438
	Iteration 49Q: 3 clusters Score -3090411 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 35114 members 
Entering Unmasked Estep 
Score: -3090411.500000 Penalty: 5248.648438
	Iteration 50Q: 3 clusters Score -3090412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 35117 members 
Entering Unmasked Estep 
Score: -3090410.250000 Penalty: 5248.648438
	Iteration 51Q: 3 clusters Score -3090410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 35119 members 
Entering Unmasked Estep 
Score: -3090415.000000 Penalty: 5248.648438
	Iteration 52Q: 3 clusters Score -3090415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 35121 members 
Entering Unmasked Estep 
Score: -3090414.750000 Penalty: 5248.648438
	Iteration 53Q: 3 clusters Score -3090415 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 35125 members 
Entering Unmasked Estep 
Score: -3090416.500000 Penalty: 5248.648438
	Iteration 54Q: 3 clusters Score -3090416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 35130 members 
Entering Unmasked Estep 
Score: -3090418.000000 Penalty: 5248.648438
	Iteration 55Q: 3 clusters Score -3090418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 35136 members 
Entering Unmasked Estep 
Score: -3090412.750000 Penalty: 5248.648438
	Iteration 56Q: 3 clusters Score -3090413 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 35141 members 
Entering Unmasked Estep 
Score: -3090415.500000 Penalty: 5248.648438
	Iteration 57Q: 3 clusters Score -3090416 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 35150 members 
Entering Unmasked Estep 
Score: -3090416.500000 Penalty: 5248.648438
	Iteration 58Q: 3 clusters Score -3090416 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 35161 members 
Entering Unmasked Estep 
Score: -3090417.750000 Penalty: 5248.648438
	Iteration 59Q: 3 clusters Score -3090418 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 35171 members 
Entering Unmasked Estep 
Score: -3090417.000000 Penalty: 5248.648438
	Iteration 60F: 3 clusters Score -3090417 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 35180 members 
Entering Unmasked Estep 
Score: -3090417.000000 Penalty: 5248.648438
	Iteration 61Q: 3 clusters Score -3090417 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 35182 members 
Entering Unmasked Estep 
Score: -3090417.000000 Penalty: 5248.648438
	Iteration 62Q: 3 clusters Score -3090417 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 35183 members 
Entering Unmasked Estep 
Score: -3090414.750000 Penalty: 5248.648438
	Iteration 63Q: 3 clusters Score -3090415 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 35186 members 
Entering Unmasked Estep 
Score: -3090418.750000 Penalty: 5248.648438
	Iteration 64Q: 3 clusters Score -3090419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 35188 members 
Entering Unmasked Estep 
Score: -3090419.500000 Penalty: 5248.648438
	Iteration 65Q: 3 clusters Score -3090420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 35190 members 
Entering Unmasked Estep 
Score: -3090420.250000 Penalty: 5248.648438
	Iteration 66Q: 3 clusters Score -3090420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 35192 members 
Entering Unmasked Estep 
Score: -3090422.250000 Penalty: 5248.648438
	Iteration 67Q: 3 clusters Score -3090422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 35194 members 
Entering Unmasked Estep 
Score: -3090422.500000 Penalty: 5248.648438
	Iteration 68Q: 3 clusters Score -3090422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 35196 members 
Entering Unmasked Estep 
Score: -3090419.250000 Penalty: 5248.648438
	Iteration 69Q: 3 clusters Score -3090419 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 35196 members 
Entering Unmasked Estep 
Score: -3090419.250000 Penalty: 5248.648438
	Iteration 70F: 3 clusters Score -3090419 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (25344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25344 members 
Entering Unmasked Estep 
Score: -1995745.375000 Penalty: 2514.793701
	Iteration 0F: 2 clusters Score -1995745 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -1978206.625000 Penalty: 5029.587402
	Iteration 0F: 3 clusters Score -1978207 nChanged 11276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -1984494.500000 Penalty: 5029.587402
	Iteration 1F: 3 clusters Score -1984494 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -1985334.125000 Penalty: 5029.587402
	Iteration 2F: 3 clusters Score -1985334 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -1986284.375000 Penalty: 5029.587402
	Iteration 3F: 3 clusters Score -1986284 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -1987229.750000 Penalty: 5029.587402
	Iteration 4F: 3 clusters Score -1987230 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -1988046.375000 Penalty: 5029.587402
	Iteration 5F: 3 clusters Score -1988046 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -1988825.000000 Penalty: 5029.587402
	Iteration 6F: 3 clusters Score -1988825 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -1989524.250000 Penalty: 5029.587402
	Iteration 7Q: 3 clusters Score -1989524 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -1990097.875000 Penalty: 5029.587402
	Iteration 8Q: 3 clusters Score -1990098 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -1990549.375000 Penalty: 5029.587402
	Iteration 9Q: 3 clusters Score -1990549 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -1990902.000000 Penalty: 5029.587402
	Iteration 10Q: 3 clusters Score -1990902 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -1991180.750000 Penalty: 5029.587402
	Iteration 11Q: 3 clusters Score -1991181 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 14635 members 
Entering Unmasked Estep 
Score: -1991385.500000 Penalty: 5029.587402
	Iteration 12Q: 3 clusters Score -1991386 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -1991563.250000 Penalty: 5029.587402
	Iteration 13Q: 3 clusters Score -1991563 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 15179 members 
Entering Unmasked Estep 
Score: -1991697.125000 Penalty: 5029.587402
	Iteration 14Q: 3 clusters Score -1991697 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -1991802.500000 Penalty: 5029.587402
	Iteration 15Q: 3 clusters Score -1991802 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -1991906.000000 Penalty: 5029.587402
	Iteration 16Q: 3 clusters Score -1991906 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 16033 members 
Entering Unmasked Estep 
Score: -1991995.875000 Penalty: 5029.587402
	Iteration 17Q: 3 clusters Score -1991996 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 16338 members 
Entering Unmasked Estep 
Score: -1992091.500000 Penalty: 5029.587402
	Iteration 18Q: 3 clusters Score -1992092 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -1992171.750000 Penalty: 5029.587402
	Iteration 19Q: 3 clusters Score -1992172 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -1992249.625000 Penalty: 5029.587402
	Iteration 20F: 3 clusters Score -1992250 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 17256 members 
Entering Unmasked Estep 
Score: -1992330.500000 Penalty: 5029.587402
	Iteration 21Q: 3 clusters Score -1992330 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
Score: -1992413.125000 Penalty: 5029.587402
	Iteration 22Q: 3 clusters Score -1992413 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 17969 members 
Entering Unmasked Estep 
Score: -1992534.625000 Penalty: 5029.587402
	Iteration 23Q: 3 clusters Score -1992535 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 18377 members 
Entering Unmasked Estep 
Score: -1992649.750000 Penalty: 5029.587402
	Iteration 24Q: 3 clusters Score -1992650 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 18792 members 
Entering Unmasked Estep 
Score: -1992800.500000 Penalty: 5029.587402
	Iteration 25Q: 3 clusters Score -1992800 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 19246 members 
Entering Unmasked Estep 
Score: -1992970.500000 Penalty: 5029.587402
	Iteration 26Q: 3 clusters Score -1992970 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 19715 members 
Entering Unmasked Estep 
Score: -1993139.125000 Penalty: 5029.587402
	Iteration 27Q: 3 clusters Score -1993139 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 20242 members 
Entering Unmasked Estep 
Score: -1993361.375000 Penalty: 5029.587402
	Iteration 28Q: 3 clusters Score -1993361 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 20774 members 
Entering Unmasked Estep 
Score: -1993618.750000 Penalty: 5029.587402
	Iteration 29Q: 3 clusters Score -1993619 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 21288 members 
Entering Unmasked Estep 
Score: -1993843.875000 Penalty: 5029.587402
	Iteration 30Q: 3 clusters Score -1993844 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 21797 members 
Entering Unmasked Estep 
Score: -1994085.750000 Penalty: 5029.587402
	Iteration 31Q: 3 clusters Score -1994086 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 22251 members 
Entering Unmasked Estep 
Score: -1994331.625000 Penalty: 5029.587402
	Iteration 32Q: 3 clusters Score -1994332 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 22645 members 
Entering Unmasked Estep 
Score: -1994532.500000 Penalty: 5029.587402
	Iteration 33Q: 3 clusters Score -1994532 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 22965 members 
Entering Unmasked Estep 
Score: -1994715.500000 Penalty: 5029.587402
	Iteration 34Q: 3 clusters Score -1994716 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 23231 members 
Entering Unmasked Estep 
Score: -1994868.625000 Penalty: 5029.587402
	Iteration 35Q: 3 clusters Score -1994869 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 23438 members 
Entering Unmasked Estep 
Score: -1995004.750000 Penalty: 5029.587402
	Iteration 36Q: 3 clusters Score -1995005 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 23619 members 
Entering Unmasked Estep 
Score: -1995113.375000 Penalty: 5029.587402
	Iteration 37Q: 3 clusters Score -1995113 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 23745 members 
Entering Unmasked Estep 
Score: -1995178.125000 Penalty: 5029.587402
	Iteration 38Q: 3 clusters Score -1995178 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 23826 members 
Entering Unmasked Estep 
Score: -1995229.750000 Penalty: 5029.587402
	Iteration 39Q: 3 clusters Score -1995230 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 23883 members 
Entering Unmasked Estep 
Score: -1995276.000000 Penalty: 5029.587402
	Iteration 40F: 3 clusters Score -1995276 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 23925 members 
Entering Unmasked Estep 
Score: -1995305.000000 Penalty: 5029.587402
	Iteration 41Q: 3 clusters Score -1995305 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 23953 members 
Entering Unmasked Estep 
Score: -1995333.500000 Penalty: 5029.587402
	Iteration 42Q: 3 clusters Score -1995334 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 23993 members 
Entering Unmasked Estep 
Score: -1995360.125000 Penalty: 5029.587402
	Iteration 43Q: 3 clusters Score -1995360 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 24012 members 
Entering Unmasked Estep 
Score: -1995374.000000 Penalty: 5029.587402
	Iteration 44Q: 3 clusters Score -1995374 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 24023 members 
Entering Unmasked Estep 
Score: -1995378.750000 Penalty: 5029.587402
	Iteration 45Q: 3 clusters Score -1995379 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 24037 members 
Entering Unmasked Estep 
Score: -1995384.500000 Penalty: 5029.587402
	Iteration 46Q: 3 clusters Score -1995384 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 24053 members 
Entering Unmasked Estep 
Score: -1995395.250000 Penalty: 5029.587402
	Iteration 47Q: 3 clusters Score -1995395 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 24066 members 
Entering Unmasked Estep 
Score: -1995396.375000 Penalty: 5029.587402
	Iteration 48Q: 3 clusters Score -1995396 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 24074 members 
Entering Unmasked Estep 
Score: -1995395.875000 Penalty: 5029.587402
	Iteration 49Q: 3 clusters Score -1995396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 24079 members 
Entering Unmasked Estep 
Score: -1995397.875000 Penalty: 5029.587402
	Iteration 50Q: 3 clusters Score -1995398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 24080 members 
Entering Unmasked Estep 
Score: -1995398.000000 Penalty: 5029.587402
	Iteration 51Q: 3 clusters Score -1995398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 24083 members 
Entering Unmasked Estep 
Score: -1995399.500000 Penalty: 5029.587402
	Iteration 52Q: 3 clusters Score -1995400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 24084 members 
Entering Unmasked Estep 
Score: -1995401.250000 Penalty: 5029.587402
	Iteration 53Q: 3 clusters Score -1995401 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 24084 members 
Entering Unmasked Estep 
Score: -1995401.250000 Penalty: 5029.587402
	Iteration 54F: 3 clusters Score -1995401 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Entering Unmasked Estep 
Score: -495036.500000 Penalty: 2184.957031
	Iteration 0F: 2 clusters Score -495036.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -489508.156250 Penalty: 4369.914062
	Iteration 0F: 3 clusters Score -489508.2 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -491444.312500 Penalty: 4369.914062
	Iteration 1F: 3 clusters Score -491444.3 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -492100.500000 Penalty: 4369.914062
	Iteration 2F: 3 clusters Score -492100.5 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -492636.750000 Penalty: 4369.914062
	Iteration 3F: 3 clusters Score -492636.8 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -493070.093750 Penalty: 4369.914062
	Iteration 4F: 3 clusters Score -493070.1 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -493380.281250 Penalty: 4369.914062
	Iteration 5F: 3 clusters Score -493380.3 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -493606.031250 Penalty: 4369.914062
	Iteration 6Q: 3 clusters Score -493606 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -493763.656250 Penalty: 4369.914062
	Iteration 7Q: 3 clusters Score -493763.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -493868.843750 Penalty: 4369.914062
	Iteration 8Q: 3 clusters Score -493868.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -493943.625000 Penalty: 4369.914062
	Iteration 9Q: 3 clusters Score -493943.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -493997.125000 Penalty: 4369.914062
	Iteration 10Q: 3 clusters Score -493997.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -494037.250000 Penalty: 4369.914062
	Iteration 11Q: 3 clusters Score -494037.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -494074.750000 Penalty: 4369.914062
	Iteration 12Q: 3 clusters Score -494074.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -494100.562500 Penalty: 4369.914062
	Iteration 13Q: 3 clusters Score -494100.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -494119.656250 Penalty: 4369.914062
	Iteration 14Q: 3 clusters Score -494119.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -494132.250000 Penalty: 4369.914062
	Iteration 15Q: 3 clusters Score -494132.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -494141.781250 Penalty: 4369.914062
	Iteration 16Q: 3 clusters Score -494141.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -494148.687500 Penalty: 4369.914062
	Iteration 17Q: 3 clusters Score -494148.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -494156.156250 Penalty: 4369.914062
	Iteration 18Q: 3 clusters Score -494156.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -494164.156250 Penalty: 4369.914062
	Iteration 19Q: 3 clusters Score -494164.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -494170.406250 Penalty: 4369.914062
	Iteration 20F: 3 clusters Score -494170.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -494178.625000 Penalty: 4369.914062
	Iteration 21Q: 3 clusters Score -494178.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -494181.281250 Penalty: 4369.914062
	Iteration 22Q: 3 clusters Score -494181.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -494184.625000 Penalty: 4369.914062
	Iteration 23Q: 3 clusters Score -494184.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -494187.375000 Penalty: 4369.914062
	Iteration 24Q: 3 clusters Score -494187.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -494189.343750 Penalty: 4369.914062
	Iteration 25Q: 3 clusters Score -494189.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -494191.875000 Penalty: 4369.914062
	Iteration 26Q: 3 clusters Score -494191.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -494193.406250 Penalty: 4369.914062
	Iteration 27Q: 3 clusters Score -494193.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -494195.937500 Penalty: 4369.914062
	Iteration 28Q: 3 clusters Score -494195.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -494198.156250 Penalty: 4369.914062
	Iteration 29Q: 3 clusters Score -494198.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -494201.593750 Penalty: 4369.914062
	Iteration 30Q: 3 clusters Score -494201.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -494202.906250 Penalty: 4369.914062
	Iteration 31Q: 3 clusters Score -494202.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -494204.187500 Penalty: 4369.914062
	Iteration 32Q: 3 clusters Score -494204.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -494205.593750 Penalty: 4369.914062
	Iteration 33Q: 3 clusters Score -494205.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -494206.468750 Penalty: 4369.914062
	Iteration 34Q: 3 clusters Score -494206.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -494208.593750 Penalty: 4369.914062
	Iteration 35Q: 3 clusters Score -494208.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -494209.968750 Penalty: 4369.914062
	Iteration 36Q: 3 clusters Score -494210 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -494213.812500 Penalty: 4369.914062
	Iteration 37Q: 3 clusters Score -494213.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -494217.093750 Penalty: 4369.914062
	Iteration 38Q: 3 clusters Score -494217.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -494218.406250 Penalty: 4369.914062
	Iteration 39Q: 3 clusters Score -494218.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -494222.031250 Penalty: 4369.914062
	Iteration 40F: 3 clusters Score -494222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -494222.000000 Penalty: 4369.914062
	Iteration 41Q: 3 clusters Score -494222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -494223.312500 Penalty: 4369.914062
	Iteration 42Q: 3 clusters Score -494223.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -494224.437500 Penalty: 4369.914062
	Iteration 43Q: 3 clusters Score -494224.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -494224.562500 Penalty: 4369.914062
	Iteration 44Q: 3 clusters Score -494224.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -494224.750000 Penalty: 4369.914062
	Iteration 45Q: 3 clusters Score -494224.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -494226.562500 Penalty: 4369.914062
	Iteration 46Q: 3 clusters Score -494226.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -494226.562500 Penalty: 4369.914062
	Iteration 47F: 3 clusters Score -494226.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -310428.125000 Penalty: 2056.179199
	Iteration 0F: 2 clusters Score -310428.1 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 2051 members 
Entering Unmasked Estep 
Score: -306526.031250 Penalty: 4112.358398
	Iteration 0F: 3 clusters Score -306526 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -307417.343750 Penalty: 4112.358398
	Iteration 1F: 3 clusters Score -307417.3 nChanged 320
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: -307650.343750 Penalty: 4112.358398
	Iteration 2F: 3 clusters Score -307650.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -307791.187500 Penalty: 4112.358398
	Iteration 3F: 3 clusters Score -307791.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -307887.843750 Penalty: 4112.358398
	Iteration 4Q: 3 clusters Score -307887.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -307941.687500 Penalty: 4112.358398
	Iteration 5Q: 3 clusters Score -307941.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -308006.218750 Penalty: 4112.358398
	Iteration 6Q: 3 clusters Score -308006.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -308071.812500 Penalty: 4112.358398
	Iteration 7Q: 3 clusters Score -308071.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -308134.187500 Penalty: 4112.358398
	Iteration 8Q: 3 clusters Score -308134.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -308187.906250 Penalty: 4112.358398
	Iteration 9Q: 3 clusters Score -308187.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -308233.531250 Penalty: 4112.358398
	Iteration 10Q: 3 clusters Score -308233.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -308295.031250 Penalty: 4112.358398
	Iteration 11Q: 3 clusters Score -308295 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -308339.906250 Penalty: 4112.358398
	Iteration 12Q: 3 clusters Score -308339.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -308378.593750 Penalty: 4112.358398
	Iteration 13Q: 3 clusters Score -308378.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -308413.531250 Penalty: 4112.358398
	Iteration 14Q: 3 clusters Score -308413.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -308454.593750 Penalty: 4112.358398
	Iteration 15Q: 3 clusters Score -308454.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -308491.125000 Penalty: 4112.358398
	Iteration 16Q: 3 clusters Score -308491.1 nChanged 39
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: -308515.437500 Penalty: 4112.358398
	Iteration 17Q: 3 clusters Score -308515.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -308530.593750 Penalty: 4112.358398
	Iteration 18Q: 3 clusters Score -308530.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -308540.156250 Penalty: 4112.358398
	Iteration 19Q: 3 clusters Score -308540.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -308545.906250 Penalty: 4112.358398
	Iteration 20F: 3 clusters Score -308545.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -308553.187500 Penalty: 4112.358398
	Iteration 21Q: 3 clusters Score -308553.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -308560.093750 Penalty: 4112.358398
	Iteration 22Q: 3 clusters Score -308560.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -308567.625000 Penalty: 4112.358398
	Iteration 23Q: 3 clusters Score -308567.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -308577.406250 Penalty: 4112.358398
	Iteration 24Q: 3 clusters Score -308577.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -308589.500000 Penalty: 4112.358398
	Iteration 25Q: 3 clusters Score -308589.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -308609.062500 Penalty: 4112.358398
	Iteration 26Q: 3 clusters Score -308609.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -308626.500000 Penalty: 4112.358398
	Iteration 27Q: 3 clusters Score -308626.5 nChanged 19
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: -308638.718750 Penalty: 4112.358398
	Iteration 28Q: 3 clusters Score -308638.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -308646.281250 Penalty: 4112.358398
	Iteration 29Q: 3 clusters Score -308646.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -308653.937500 Penalty: 4112.358398
	Iteration 30Q: 3 clusters Score -308653.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -308660.937500 Penalty: 4112.358398
	Iteration 31Q: 3 clusters Score -308660.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -308668.281250 Penalty: 4112.358398
	Iteration 32Q: 3 clusters Score -308668.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -308673.250000 Penalty: 4112.358398
	Iteration 33Q: 3 clusters Score -308673.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -308675.437500 Penalty: 4112.358398
	Iteration 34Q: 3 clusters Score -308675.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -308682.312500 Penalty: 4112.358398
	Iteration 35Q: 3 clusters Score -308682.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -308689.281250 Penalty: 4112.358398
	Iteration 36Q: 3 clusters Score -308689.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -308695.187500 Penalty: 4112.358398
	Iteration 37Q: 3 clusters Score -308695.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -308698.718750 Penalty: 4112.358398
	Iteration 38Q: 3 clusters Score -308698.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -308699.812500 Penalty: 4112.358398
	Iteration 39Q: 3 clusters Score -308699.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -308699.812500 Penalty: 4112.358398
	Iteration 40F: 3 clusters Score -308699.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (64104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64104 members 
Entering Unmasked Estep 
Score: -5226793.000000 Penalty: 2744.928955
	Iteration 0F: 2 clusters Score -5226793 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32099 members 
Mstep: Class 2 contains 32005 members 
Entering Unmasked Estep 
Score: -5183714.000000 Penalty: 5489.857910
	Iteration 0F: 3 clusters Score -5183714 nChanged 29909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32336 members 
Mstep: Class 2 contains 31768 members 
Entering Unmasked Estep 
Score: -5200466.000000 Penalty: 5489.857910
	Iteration 1F: 3 clusters Score -5200466 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32357 members 
Mstep: Class 2 contains 31747 members 
Entering Unmasked Estep 
Score: -5201081.500000 Penalty: 5489.857910
	Iteration 2Q: 3 clusters Score -5201082 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32372 members 
Mstep: Class 2 contains 31732 members 
Entering Unmasked Estep 
Score: -5201806.500000 Penalty: 5489.857910
	Iteration 3Q: 3 clusters Score -5201806 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32485 members 
Mstep: Class 2 contains 31619 members 
Entering Unmasked Estep 
Score: -5202873.500000 Penalty: 5489.857910
	Iteration 4Q: 3 clusters Score -5202874 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32487 members 
Mstep: Class 2 contains 31617 members 
Entering Unmasked Estep 
Score: -5204276.000000 Penalty: 5489.857910
	Iteration 5Q: 3 clusters Score -5204276 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32425 members 
Mstep: Class 2 contains 31679 members 
Entering Unmasked Estep 
Score: -5206401.000000 Penalty: 5489.857910
	Iteration 6F: 3 clusters Score -5206401 nChanged 3961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32266 members 
Mstep: Class 2 contains 31838 members 
Entering Unmasked Estep 
Score: -5209158.000000 Penalty: 5489.857910
	Iteration 7F: 3 clusters Score -5209158 nChanged 4240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31974 members 
Mstep: Class 2 contains 32130 members 
Entering Unmasked Estep 
Score: -5212307.000000 Penalty: 5489.857910
	Iteration 8F: 3 clusters Score -5212307 nChanged 4117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31575 members 
Mstep: Class 2 contains 32529 members 
Entering Unmasked Estep 
Score: -5214940.500000 Penalty: 5489.857910
	Iteration 9F: 3 clusters Score -5214940 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31089 members 
Mstep: Class 2 contains 33015 members 
Entering Unmasked Estep 
Score: -5216551.000000 Penalty: 5489.857910
	Iteration 10F: 3 clusters Score -5216551 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30700 members 
Mstep: Class 2 contains 33404 members 
Entering Unmasked Estep 
Score: -5217379.000000 Penalty: 5489.857910
	Iteration 11Q: 3 clusters Score -5217379 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30345 members 
Mstep: Class 2 contains 33759 members 
Entering Unmasked Estep 
Score: -5217803.500000 Penalty: 5489.857910
	Iteration 12Q: 3 clusters Score -5217804 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29980 members 
Mstep: Class 2 contains 34124 members 
Entering Unmasked Estep 
Score: -5218044.000000 Penalty: 5489.857910
	Iteration 13Q: 3 clusters Score -5218044 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29544 members 
Mstep: Class 2 contains 34560 members 
Entering Unmasked Estep 
Score: -5218246.500000 Penalty: 5489.857910
	Iteration 14Q: 3 clusters Score -5218246 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29067 members 
Mstep: Class 2 contains 35037 members 
Entering Unmasked Estep 
Score: -5218471.500000 Penalty: 5489.857910
	Iteration 15Q: 3 clusters Score -5218472 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28606 members 
Mstep: Class 2 contains 35498 members 
Entering Unmasked Estep 
Score: -5218675.000000 Penalty: 5489.857910
	Iteration 16Q: 3 clusters Score -5218675 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28119 members 
Mstep: Class 2 contains 35985 members 
Entering Unmasked Estep 
Score: -5218873.000000 Penalty: 5489.857910
	Iteration 17Q: 3 clusters Score -5218873 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27637 members 
Mstep: Class 2 contains 36467 members 
Entering Unmasked Estep 
Score: -5219090.500000 Penalty: 5489.857910
	Iteration 18Q: 3 clusters Score -5219090 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27126 members 
Mstep: Class 2 contains 36978 members 
Entering Unmasked Estep 
Score: -5219274.000000 Penalty: 5489.857910
	Iteration 19Q: 3 clusters Score -5219274 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26629 members 
Mstep: Class 2 contains 37475 members 
Entering Unmasked Estep 
Score: -5219452.500000 Penalty: 5489.857910
	Iteration 20F: 3 clusters Score -5219452 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26134 members 
Mstep: Class 2 contains 37970 members 
Entering Unmasked Estep 
Score: -5219574.000000 Penalty: 5489.857910
	Iteration 21Q: 3 clusters Score -5219574 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25625 members 
Mstep: Class 2 contains 38479 members 
Entering Unmasked Estep 
Score: -5219736.000000 Penalty: 5489.857910
	Iteration 22Q: 3 clusters Score -5219736 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25133 members 
Mstep: Class 2 contains 38971 members 
Entering Unmasked Estep 
Score: -5219806.500000 Penalty: 5489.857910
	Iteration 23Q: 3 clusters Score -5219806 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24705 members 
Mstep: Class 2 contains 39399 members 
Entering Unmasked Estep 
Score: -5219908.500000 Penalty: 5489.857910
	Iteration 24Q: 3 clusters Score -5219908 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24276 members 
Mstep: Class 2 contains 39828 members 
Entering Unmasked Estep 
Score: -5220015.500000 Penalty: 5489.857910
	Iteration 25Q: 3 clusters Score -5220016 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23847 members 
Mstep: Class 2 contains 40257 members 
Entering Unmasked Estep 
Score: -5220111.000000 Penalty: 5489.857910
	Iteration 26Q: 3 clusters Score -5220111 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23398 members 
Mstep: Class 2 contains 40706 members 
Entering Unmasked Estep 
Score: -5220188.500000 Penalty: 5489.857910
	Iteration 27Q: 3 clusters Score -5220188 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22950 members 
Mstep: Class 2 contains 41154 members 
Entering Unmasked Estep 
Score: -5220239.000000 Penalty: 5489.857910
	Iteration 28Q: 3 clusters Score -5220239 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22495 members 
Mstep: Class 2 contains 41609 members 
Entering Unmasked Estep 
Score: -5220314.000000 Penalty: 5489.857910
	Iteration 29Q: 3 clusters Score -5220314 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22064 members 
Mstep: Class 2 contains 42040 members 
Entering Unmasked Estep 
Score: -5220403.500000 Penalty: 5489.857910
	Iteration 30Q: 3 clusters Score -5220404 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21636 members 
Mstep: Class 2 contains 42468 members 
Entering Unmasked Estep 
Score: -5220459.500000 Penalty: 5489.857910
	Iteration 31Q: 3 clusters Score -5220460 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21166 members 
Mstep: Class 2 contains 42938 members 
Entering Unmasked Estep 
Score: -5220523.500000 Penalty: 5489.857910
	Iteration 32Q: 3 clusters Score -5220524 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20690 members 
Mstep: Class 2 contains 43414 members 
Entering Unmasked Estep 
Score: -5220637.500000 Penalty: 5489.857910
	Iteration 33Q: 3 clusters Score -5220638 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20214 members 
Mstep: Class 2 contains 43890 members 
Entering Unmasked Estep 
Score: -5220722.500000 Penalty: 5489.857910
	Iteration 34Q: 3 clusters Score -5220722 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19675 members 
Mstep: Class 2 contains 44429 members 
Entering Unmasked Estep 
Score: -5220816.500000 Penalty: 5489.857910
	Iteration 35Q: 3 clusters Score -5220816 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19139 members 
Mstep: Class 2 contains 44965 members 
Entering Unmasked Estep 
Score: -5220934.500000 Penalty: 5489.857910
	Iteration 36Q: 3 clusters Score -5220934 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18614 members 
Mstep: Class 2 contains 45490 members 
Entering Unmasked Estep 
Score: -5221003.500000 Penalty: 5489.857910
	Iteration 37Q: 3 clusters Score -5221004 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18082 members 
Mstep: Class 2 contains 46022 members 
Entering Unmasked Estep 
Score: -5221102.000000 Penalty: 5489.857910
	Iteration 38Q: 3 clusters Score -5221102 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17551 members 
Mstep: Class 2 contains 46553 members 
Entering Unmasked Estep 
Score: -5221220.500000 Penalty: 5489.857910
	Iteration 39Q: 3 clusters Score -5221220 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17009 members 
Mstep: Class 2 contains 47095 members 
Entering Unmasked Estep 
Score: -5221343.000000 Penalty: 5489.857910
	Iteration 40F: 3 clusters Score -5221343 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 47675 members 
Entering Unmasked Estep 
Score: -5221447.000000 Penalty: 5489.857910
	Iteration 41Q: 3 clusters Score -5221447 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 48258 members 
Entering Unmasked Estep 
Score: -5221579.500000 Penalty: 5489.857910
	Iteration 42Q: 3 clusters Score -5221580 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 48846 members 
Entering Unmasked Estep 
Score: -5221701.000000 Penalty: 5489.857910
	Iteration 43Q: 3 clusters Score -5221701 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14691 members 
Mstep: Class 2 contains 49413 members 
Entering Unmasked Estep 
Score: -5221828.500000 Penalty: 5489.857910
	Iteration 44Q: 3 clusters Score -5221828 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 50020 members 
Entering Unmasked Estep 
Score: -5221970.000000 Penalty: 5489.857910
	Iteration 45Q: 3 clusters Score -5221970 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 50656 members 
Entering Unmasked Estep 
Score: -5222123.000000 Penalty: 5489.857910
	Iteration 46Q: 3 clusters Score -5222123 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 51259 members 
Entering Unmasked Estep 
Score: -5222276.000000 Penalty: 5489.857910
	Iteration 47Q: 3 clusters Score -5222276 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 51853 members 
Entering Unmasked Estep 
Score: -5222415.000000 Penalty: 5489.857910
	Iteration 48Q: 3 clusters Score -5222415 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 52433 members 
Entering Unmasked Estep 
Score: -5222550.000000 Penalty: 5489.857910
	Iteration 49Q: 3 clusters Score -5222550 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 53008 members 
Entering Unmasked Estep 
Score: -5222690.500000 Penalty: 5489.857910
	Iteration 50Q: 3 clusters Score -5222690 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 53567 members 
Entering Unmasked Estep 
Score: -5222848.500000 Penalty: 5489.857910
	Iteration 51Q: 3 clusters Score -5222848 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 54136 members 
Entering Unmasked Estep 
Score: -5222982.500000 Penalty: 5489.857910
	Iteration 52Q: 3 clusters Score -5222982 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 54718 members 
Entering Unmasked Estep 
Score: -5223154.500000 Penalty: 5489.857910
	Iteration 53Q: 3 clusters Score -5223154 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 55281 members 
Entering Unmasked Estep 
Score: -5223318.500000 Penalty: 5489.857910
	Iteration 54Q: 3 clusters Score -5223318 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 55829 members 
Entering Unmasked Estep 
Score: -5223461.000000 Penalty: 5489.857910
	Iteration 55Q: 3 clusters Score -5223461 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 56327 members 
Entering Unmasked Estep 
Score: -5223599.000000 Penalty: 5489.857910
	Iteration 56Q: 3 clusters Score -5223599 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 56781 members 
Entering Unmasked Estep 
Score: -5223703.500000 Penalty: 5489.857910
	Iteration 57Q: 3 clusters Score -5223704 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 57203 members 
Entering Unmasked Estep 
Score: -5223796.500000 Penalty: 5489.857910
	Iteration 58Q: 3 clusters Score -5223796 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 57584 members 
Entering Unmasked Estep 
Score: -5223903.000000 Penalty: 5489.857910
	Iteration 59Q: 3 clusters Score -5223903 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 57942 members 
Entering Unmasked Estep 
Score: -5223990.500000 Penalty: 5489.857910
	Iteration 60F: 3 clusters Score -5223990 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 58239 members 
Entering Unmasked Estep 
Score: -5224034.500000 Penalty: 5489.857910
	Iteration 61Q: 3 clusters Score -5224034 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 58528 members 
Entering Unmasked Estep 
Score: -5224088.000000 Penalty: 5489.857910
	Iteration 62Q: 3 clusters Score -5224088 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 58793 members 
Entering Unmasked Estep 
Score: -5224173.500000 Penalty: 5489.857910
	Iteration 63Q: 3 clusters Score -5224174 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 59022 members 
Entering Unmasked Estep 
Score: -5224257.500000 Penalty: 5489.857910
	Iteration 64Q: 3 clusters Score -5224258 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 59261 members 
Entering Unmasked Estep 
Score: -5224316.500000 Penalty: 5489.857910
	Iteration 65Q: 3 clusters Score -5224316 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 59502 members 
Entering Unmasked Estep 
Score: -5224349.500000 Penalty: 5489.857910
	Iteration 66Q: 3 clusters Score -5224350 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 59706 members 
Entering Unmasked Estep 
Score: -5224403.000000 Penalty: 5489.857910
	Iteration 67Q: 3 clusters Score -5224403 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 59898 members 
Entering Unmasked Estep 
Score: -5224467.500000 Penalty: 5489.857910
	Iteration 68Q: 3 clusters Score -5224468 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 60080 members 
Entering Unmasked Estep 
Score: -5224495.500000 Penalty: 5489.857910
	Iteration 69Q: 3 clusters Score -5224496 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 60240 members 
Entering Unmasked Estep 
Score: -5224545.000000 Penalty: 5489.857910
	Iteration 70Q: 3 clusters Score -5224545 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 60375 members 
Entering Unmasked Estep 
Score: -5224557.000000 Penalty: 5489.857910
	Iteration 71Q: 3 clusters Score -5224557 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 60492 members 
Entering Unmasked Estep 
Score: -5224573.000000 Penalty: 5489.857910
	Iteration 72Q: 3 clusters Score -5224573 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 60588 members 
Entering Unmasked Estep 
Score: -5224584.000000 Penalty: 5489.857910
	Iteration 73Q: 3 clusters Score -5224584 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 60666 members 
Entering Unmasked Estep 
Score: -5224606.500000 Penalty: 5489.857910
	Iteration 74Q: 3 clusters Score -5224606 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 60754 members 
Entering Unmasked Estep 
Score: -5224618.500000 Penalty: 5489.857910
	Iteration 75Q: 3 clusters Score -5224618 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 60838 members 
Entering Unmasked Estep 
Score: -5224646.500000 Penalty: 5489.857910
	Iteration 76Q: 3 clusters Score -5224646 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 60918 members 
Entering Unmasked Estep 
Score: -5224649.500000 Penalty: 5489.857910
	Iteration 77Q: 3 clusters Score -5224650 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 60992 members 
Entering Unmasked Estep 
Score: -5224670.000000 Penalty: 5489.857910
	Iteration 78Q: 3 clusters Score -5224670 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 61068 members 
Entering Unmasked Estep 
Score: -5224683.500000 Penalty: 5489.857910
	Iteration 79Q: 3 clusters Score -5224684 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 61156 members 
Entering Unmasked Estep 
Score: -5224708.500000 Penalty: 5489.857910
	Iteration 80F: 3 clusters Score -5224708 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 61225 members 
Entering Unmasked Estep 
Score: -5224735.500000 Penalty: 5489.857910
	Iteration 81Q: 3 clusters Score -5224736 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 61276 members 
Entering Unmasked Estep 
Score: -5224740.500000 Penalty: 5489.857910
	Iteration 82Q: 3 clusters Score -5224740 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 61325 members 
Entering Unmasked Estep 
Score: -5224743.000000 Penalty: 5489.857910
	Iteration 83Q: 3 clusters Score -5224743 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 61364 members 
Entering Unmasked Estep 
Score: -5224762.500000 Penalty: 5489.857910
	Iteration 84Q: 3 clusters Score -5224762 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 61401 members 
Entering Unmasked Estep 
Score: -5224776.500000 Penalty: 5489.857910
	Iteration 85Q: 3 clusters Score -5224776 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 61447 members 
Entering Unmasked Estep 
Score: -5224792.500000 Penalty: 5489.857910
	Iteration 86Q: 3 clusters Score -5224792 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 61490 members 
Entering Unmasked Estep 
Score: -5224798.000000 Penalty: 5489.857910
	Iteration 87Q: 3 clusters Score -5224798 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 61543 members 
Entering Unmasked Estep 
Score: -5224812.500000 Penalty: 5489.857910
	Iteration 88Q: 3 clusters Score -5224812 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 61594 members 
Entering Unmasked Estep 
Score: -5224812.500000 Penalty: 5489.857910
	Iteration 89Q: 3 clusters Score -5224812 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 61630 members 
Entering Unmasked Estep 
Score: -5224806.500000 Penalty: 5489.857910
	Iteration 90Q: 3 clusters Score -5224806 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 61656 members 
Entering Unmasked Estep 
Score: -5224814.500000 Penalty: 5489.857910
	Iteration 91Q: 3 clusters Score -5224814 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 61679 members 
Entering Unmasked Estep 
Score: -5224815.500000 Penalty: 5489.857910
	Iteration 92Q: 3 clusters Score -5224816 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 61702 members 
Entering Unmasked Estep 
Score: -5224814.000000 Penalty: 5489.857910
	Iteration 93Q: 3 clusters Score -5224814 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 61719 members 
Entering Unmasked Estep 
Score: -5224833.000000 Penalty: 5489.857910
	Iteration 94Q: 3 clusters Score -5224833 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 61733 members 
Entering Unmasked Estep 
Score: -5224829.500000 Penalty: 5489.857910
	Iteration 95Q: 3 clusters Score -5224830 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 61741 members 
Entering Unmasked Estep 
Score: -5224829.500000 Penalty: 5489.857910
	Iteration 96Q: 3 clusters Score -5224830 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 61751 members 
Entering Unmasked Estep 
Score: -5224834.000000 Penalty: 5489.857910
	Iteration 97Q: 3 clusters Score -5224834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 61757 members 
Entering Unmasked Estep 
Score: -5224839.000000 Penalty: 5489.857910
	Iteration 98Q: 3 clusters Score -5224839 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 61766 members 
Entering Unmasked Estep 
Score: -5224839.500000 Penalty: 5489.857910
	Iteration 99Q: 3 clusters Score -5224840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 61769 members 
Entering Unmasked Estep 
Score: -5224833.500000 Penalty: 5489.857910
	Iteration 100F: 3 clusters Score -5224834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 61771 members 
Entering Unmasked Estep 
Score: -5224835.000000 Penalty: 5489.857910
	Iteration 101Q: 3 clusters Score -5224835 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 61775 members 
Entering Unmasked Estep 
Score: -5224840.500000 Penalty: 5489.857910
	Iteration 102Q: 3 clusters Score -5224840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 61778 members 
Entering Unmasked Estep 
Score: -5224838.500000 Penalty: 5489.857910
	Iteration 103Q: 3 clusters Score -5224838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 61780 members 
Entering Unmasked Estep 
Score: -5224842.500000 Penalty: 5489.857910
	Iteration 104Q: 3 clusters Score -5224842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 61781 members 
Entering Unmasked Estep 
Score: -5224845.500000 Penalty: 5489.857910
	Iteration 105Q: 3 clusters Score -5224846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 61781 members 
Entering Unmasked Estep 
Score: -5224845.500000 Penalty: 5489.857910
	Iteration 106F: 3 clusters Score -5224846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Entering Unmasked Estep 
Score: -281538.687500 Penalty: 2078.864746
	Iteration 0F: 2 clusters Score -281538.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -277548.062500 Penalty: 4157.729492
	Iteration 0F: 3 clusters Score -277548.1 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -279110.937500 Penalty: 4157.729492
	Iteration 1F: 3 clusters Score -279110.9 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -279936.093750 Penalty: 4157.729492
	Iteration 2F: 3 clusters Score -279936.1 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -280606.062500 Penalty: 4157.729492
	Iteration 3F: 3 clusters Score -280606.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -281014.093750 Penalty: 4157.729492
	Iteration 4F: 3 clusters Score -281014.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -281229.062500 Penalty: 4157.729492
	Iteration 5Q: 3 clusters Score -281229.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -281368.218750 Penalty: 4157.729492
	Iteration 6Q: 3 clusters Score -281368.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -281452.375000 Penalty: 4157.729492
	Iteration 7Q: 3 clusters Score -281452.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -281496.312500 Penalty: 4157.729492
	Iteration 8Q: 3 clusters Score -281496.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -281532.218750 Penalty: 4157.729492
	Iteration 9Q: 3 clusters Score -281532.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -281557.625000 Penalty: 4157.729492
	Iteration 10Q: 3 clusters Score -281557.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -281570.218750 Penalty: 4157.729492
	Iteration 11Q: 3 clusters Score -281570.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -281580.187500 Penalty: 4157.729492
	Iteration 12Q: 3 clusters Score -281580.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -281589.062500 Penalty: 4157.729492
	Iteration 13Q: 3 clusters Score -281589.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -281594.031250 Penalty: 4157.729492
	Iteration 14Q: 3 clusters Score -281594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -281595.406250 Penalty: 4157.729492
	Iteration 15Q: 3 clusters Score -281595.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -281597.937500 Penalty: 4157.729492
	Iteration 16Q: 3 clusters Score -281597.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -281598.812500 Penalty: 4157.729492
	Iteration 17Q: 3 clusters Score -281598.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -281599.343750 Penalty: 4157.729492
	Iteration 18Q: 3 clusters Score -281599.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -281599.187500 Penalty: 4157.729492
	Iteration 19Q: 3 clusters Score -281599.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -281599.500000 Penalty: 4157.729492
	Iteration 20F: 3 clusters Score -281599.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -281600.093750 Penalty: 4157.729492
	Iteration 21Q: 3 clusters Score -281600.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -281600.875000 Penalty: 4157.729492
	Iteration 22Q: 3 clusters Score -281600.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -281600.718750 Penalty: 4157.729492
	Iteration 23Q: 3 clusters Score -281600.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -281601.250000 Penalty: 4157.729492
	Iteration 24Q: 3 clusters Score -281601.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -281602.156250 Penalty: 4157.729492
	Iteration 25Q: 3 clusters Score -281602.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -281602.187500 Penalty: 4157.729492
	Iteration 26Q: 3 clusters Score -281602.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -281602.593750 Penalty: 4157.729492
	Iteration 27Q: 3 clusters Score -281602.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -281602.593750 Penalty: 4157.729492
	Iteration 28F: 3 clusters Score -281602.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 3460 members 
Mstep: Class 3 contains 8425 members 
Mstep: Class 4 contains 3056 members 
Mstep: Class 5 contains 17668 members 
Mstep: Class 6 contains 27229 members 
Mstep: Class 7 contains 19429 members 
Mstep: Class 8 contains 6239 members 
Mstep: Class 9 contains 77577 members 
Mstep: Class 10 contains 73650 members 
Mstep: Class 11 contains 4885 members 
Mstep: Class 12 contains 8853 members 
Mstep: Class 13 contains 14212 members 
Mstep: Class 14 contains 4802 members 
Mstep: Class 15 contains 7834 members 
Mstep: Class 16 contains 6209 members 
Mstep: Class 17 contains 153494 members 
Mstep: Class 18 contains 7401 members 
Mstep: Class 19 contains 39417 members 
Mstep: Class 20 contains 25344 members 
Mstep: Class 21 contains 6703 members 
Mstep: Class 22 contains 3988 members 
Mstep: Class 23 contains 64104 members 
Mstep: Class 24 contains 2635 members 
Mstep: Class 25 contains 5306 members 
Mstep: Class 26 contains 65261 members 
Mstep: Class 27 contains 4536 members 
Mstep: Class 28 contains 122203 members 
Mstep: Class 29 contains 13636 members 
Mstep: Class 30 contains 43648 members 
Mstep: Class 31 contains 607223 members 
Mstep: Class 32 contains 1257 members 
Mstep: Class 33 contains 5299 members 
Mstep: Class 34 contains 1735 members 
Entering Unmasked Estep 
Score: -111963992.000000 Penalty: 119701.210938
Splitting cluster 24 changes total score from -111965400.000000 to -111963992.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (5306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Entering Unmasked Estep 
Score: -419245.031250 Penalty: 2126.995117
	Iteration 0F: 2 clusters Score -419245 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -414518.500000 Penalty: 4253.990234
	Iteration 0F: 3 clusters Score -414518.5 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -415687.031250 Penalty: 4253.990234
	Iteration 1F: 3 clusters Score -415687 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -415896.625000 Penalty: 4253.990234
	Iteration 2F: 3 clusters Score -415896.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -416049.656250 Penalty: 4253.990234
	Iteration 3F: 3 clusters Score -416049.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -416164.875000 Penalty: 4253.990234
	Iteration 4Q: 3 clusters Score -416164.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -416254.843750 Penalty: 4253.990234
	Iteration 5Q: 3 clusters Score -416254.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -416320.812500 Penalty: 4253.990234
	Iteration 6Q: 3 clusters Score -416320.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -416369.687500 Penalty: 4253.990234
	Iteration 7Q: 3 clusters Score -416369.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -416411.718750 Penalty: 4253.990234
	Iteration 8Q: 3 clusters Score -416411.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -416452.968750 Penalty: 4253.990234
	Iteration 9Q: 3 clusters Score -416453 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -416491.937500 Penalty: 4253.990234
	Iteration 10Q: 3 clusters Score -416491.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -416526.281250 Penalty: 4253.990234
	Iteration 11Q: 3 clusters Score -416526.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -416577.156250 Penalty: 4253.990234
	Iteration 12Q: 3 clusters Score -416577.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -416631.593750 Penalty: 4253.990234
	Iteration 13Q: 3 clusters Score -416631.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -416689.187500 Penalty: 4253.990234
	Iteration 14Q: 3 clusters Score -416689.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -416751.593750 Penalty: 4253.990234
	Iteration 15Q: 3 clusters Score -416751.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -416824.156250 Penalty: 4253.990234
	Iteration 16Q: 3 clusters Score -416824.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -416896.468750 Penalty: 4253.990234
	Iteration 17Q: 3 clusters Score -416896.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -416969.156250 Penalty: 4253.990234
	Iteration 18Q: 3 clusters Score -416969.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -417037.906250 Penalty: 4253.990234
	Iteration 19Q: 3 clusters Score -417037.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -417104.906250 Penalty: 4253.990234
	Iteration 20F: 3 clusters Score -417104.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -417159.625000 Penalty: 4253.990234
	Iteration 21Q: 3 clusters Score -417159.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -417204.093750 Penalty: 4253.990234
	Iteration 22Q: 3 clusters Score -417204.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -417245.375000 Penalty: 4253.990234
	Iteration 23Q: 3 clusters Score -417245.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -417280.500000 Penalty: 4253.990234
	Iteration 24Q: 3 clusters Score -417280.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -417311.156250 Penalty: 4253.990234
	Iteration 25Q: 3 clusters Score -417311.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -417348.031250 Penalty: 4253.990234
	Iteration 26Q: 3 clusters Score -417348 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -417383.187500 Penalty: 4253.990234
	Iteration 27Q: 3 clusters Score -417383.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -417413.531250 Penalty: 4253.990234
	Iteration 28Q: 3 clusters Score -417413.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -417444.656250 Penalty: 4253.990234
	Iteration 29Q: 3 clusters Score -417444.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -417464.000000 Penalty: 4253.990234
	Iteration 30Q: 3 clusters Score -417464 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -417477.093750 Penalty: 4253.990234
	Iteration 31Q: 3 clusters Score -417477.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -417485.125000 Penalty: 4253.990234
	Iteration 32Q: 3 clusters Score -417485.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -417491.281250 Penalty: 4253.990234
	Iteration 33Q: 3 clusters Score -417491.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -417497.812500 Penalty: 4253.990234
	Iteration 34Q: 3 clusters Score -417497.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -417504.125000 Penalty: 4253.990234
	Iteration 35Q: 3 clusters Score -417504.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -417506.437500 Penalty: 4253.990234
	Iteration 36Q: 3 clusters Score -417506.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -417507.343750 Penalty: 4253.990234
	Iteration 37Q: 3 clusters Score -417507.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -417507.312500 Penalty: 4253.990234
	Iteration 38Q: 3 clusters Score -417507.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -417508.687500 Penalty: 4253.990234
	Iteration 39Q: 3 clusters Score -417508.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -417508.687500 Penalty: 4253.990234
	Iteration 40F: 3 clusters Score -417508.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (65261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65261 members 
Entering Unmasked Estep 
Score: -5007326.000000 Penalty: 2749.365234
	Iteration 0F: 2 clusters Score -5007326 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32623 members 
Mstep: Class 2 contains 32638 members 
Entering Unmasked Estep 
Score: -4963742.500000 Penalty: 5498.730469
	Iteration 0F: 3 clusters Score -4963742 nChanged 30125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32428 members 
Mstep: Class 2 contains 32833 members 
Entering Unmasked Estep 
Score: -4980461.000000 Penalty: 5498.730469
	Iteration 1F: 3 clusters Score -4980461 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32343 members 
Mstep: Class 2 contains 32918 members 
Entering Unmasked Estep 
Score: -4981227.500000 Penalty: 5498.730469
	Iteration 2Q: 3 clusters Score -4981228 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32181 members 
Mstep: Class 2 contains 33080 members 
Entering Unmasked Estep 
Score: -4982174.500000 Penalty: 5498.730469
	Iteration 3Q: 3 clusters Score -4982174 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31909 members 
Mstep: Class 2 contains 33352 members 
Entering Unmasked Estep 
Score: -4983292.000000 Penalty: 5498.730469
	Iteration 4Q: 3 clusters Score -4983292 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31478 members 
Mstep: Class 2 contains 33783 members 
Entering Unmasked Estep 
Score: -4984790.500000 Penalty: 5498.730469
	Iteration 5Q: 3 clusters Score -4984790 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31006 members 
Mstep: Class 2 contains 34255 members 
Entering Unmasked Estep 
Score: -4986757.500000 Penalty: 5498.730469
	Iteration 6F: 3 clusters Score -4986758 nChanged 3874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30436 members 
Mstep: Class 2 contains 34825 members 
Entering Unmasked Estep 
Score: -4989171.500000 Penalty: 5498.730469
	Iteration 7F: 3 clusters Score -4989172 nChanged 4037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29703 members 
Mstep: Class 2 contains 35558 members 
Entering Unmasked Estep 
Score: -4992006.000000 Penalty: 5498.730469
	Iteration 8F: 3 clusters Score -4992006 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29080 members 
Mstep: Class 2 contains 36181 members 
Entering Unmasked Estep 
Score: -4994749.500000 Penalty: 5498.730469
	Iteration 9F: 3 clusters Score -4994750 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28537 members 
Mstep: Class 2 contains 36724 members 
Entering Unmasked Estep 
Score: -4996713.500000 Penalty: 5498.730469
	Iteration 10F: 3 clusters Score -4996714 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28090 members 
Mstep: Class 2 contains 37171 members 
Entering Unmasked Estep 
Score: -4997944.500000 Penalty: 5498.730469
	Iteration 11Q: 3 clusters Score -4997944 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27725 members 
Mstep: Class 2 contains 37536 members 
Entering Unmasked Estep 
Score: -4998639.500000 Penalty: 5498.730469
	Iteration 12Q: 3 clusters Score -4998640 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27360 members 
Mstep: Class 2 contains 37901 members 
Entering Unmasked Estep 
Score: -4999068.000000 Penalty: 5498.730469
	Iteration 13Q: 3 clusters Score -4999068 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26950 members 
Mstep: Class 2 contains 38311 members 
Entering Unmasked Estep 
Score: -4999334.500000 Penalty: 5498.730469
	Iteration 14Q: 3 clusters Score -4999334 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26456 members 
Mstep: Class 2 contains 38805 members 
Entering Unmasked Estep 
Score: -4999531.000000 Penalty: 5498.730469
	Iteration 15Q: 3 clusters Score -4999531 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26009 members 
Mstep: Class 2 contains 39252 members 
Entering Unmasked Estep 
Score: -4999668.500000 Penalty: 5498.730469
	Iteration 16Q: 3 clusters Score -4999668 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25525 members 
Mstep: Class 2 contains 39736 members 
Entering Unmasked Estep 
Score: -4999784.000000 Penalty: 5498.730469
	Iteration 17Q: 3 clusters Score -4999784 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25028 members 
Mstep: Class 2 contains 40233 members 
Entering Unmasked Estep 
Score: -4999928.500000 Penalty: 5498.730469
	Iteration 18Q: 3 clusters Score -4999928 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24497 members 
Mstep: Class 2 contains 40764 members 
Entering Unmasked Estep 
Score: -5000066.000000 Penalty: 5498.730469
	Iteration 19Q: 3 clusters Score -5000066 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23933 members 
Mstep: Class 2 contains 41328 members 
Entering Unmasked Estep 
Score: -5000174.500000 Penalty: 5498.730469
	Iteration 20F: 3 clusters Score -5000174 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23358 members 
Mstep: Class 2 contains 41903 members 
Entering Unmasked Estep 
Score: -5000277.500000 Penalty: 5498.730469
	Iteration 21Q: 3 clusters Score -5000278 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22774 members 
Mstep: Class 2 contains 42487 members 
Entering Unmasked Estep 
Score: -5000414.000000 Penalty: 5498.730469
	Iteration 22Q: 3 clusters Score -5000414 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22199 members 
Mstep: Class 2 contains 43062 members 
Entering Unmasked Estep 
Score: -5000551.000000 Penalty: 5498.730469
	Iteration 23Q: 3 clusters Score -5000551 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21606 members 
Mstep: Class 2 contains 43655 members 
Entering Unmasked Estep 
Score: -5000696.000000 Penalty: 5498.730469
	Iteration 24Q: 3 clusters Score -5000696 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20970 members 
Mstep: Class 2 contains 44291 members 
Entering Unmasked Estep 
Score: -5000854.000000 Penalty: 5498.730469
	Iteration 25Q: 3 clusters Score -5000854 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20292 members 
Mstep: Class 2 contains 44969 members 
Entering Unmasked Estep 
Score: -5000983.500000 Penalty: 5498.730469
	Iteration 26Q: 3 clusters Score -5000984 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19599 members 
Mstep: Class 2 contains 45662 members 
Entering Unmasked Estep 
Score: -5001163.000000 Penalty: 5498.730469
	Iteration 27Q: 3 clusters Score -5001163 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18896 members 
Mstep: Class 2 contains 46365 members 
Entering Unmasked Estep 
Score: -5001311.000000 Penalty: 5498.730469
	Iteration 28Q: 3 clusters Score -5001311 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18205 members 
Mstep: Class 2 contains 47056 members 
Entering Unmasked Estep 
Score: -5001453.500000 Penalty: 5498.730469
	Iteration 29Q: 3 clusters Score -5001454 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17495 members 
Mstep: Class 2 contains 47766 members 
Entering Unmasked Estep 
Score: -5001607.000000 Penalty: 5498.730469
	Iteration 30Q: 3 clusters Score -5001607 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16741 members 
Mstep: Class 2 contains 48520 members 
Entering Unmasked Estep 
Score: -5001796.000000 Penalty: 5498.730469
	Iteration 31Q: 3 clusters Score -5001796 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 49317 members 
Entering Unmasked Estep 
Score: -5002030.000000 Penalty: 5498.730469
	Iteration 32Q: 3 clusters Score -5002030 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 50102 members 
Entering Unmasked Estep 
Score: -5002226.000000 Penalty: 5498.730469
	Iteration 33Q: 3 clusters Score -5002226 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 50850 members 
Entering Unmasked Estep 
Score: -5002410.500000 Penalty: 5498.730469
	Iteration 34Q: 3 clusters Score -5002410 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 51586 members 
Entering Unmasked Estep 
Score: -5002604.500000 Penalty: 5498.730469
	Iteration 35Q: 3 clusters Score -5002604 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 52301 members 
Entering Unmasked Estep 
Score: -5002774.500000 Penalty: 5498.730469
	Iteration 36Q: 3 clusters Score -5002774 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 53012 members 
Entering Unmasked Estep 
Score: -5002967.500000 Penalty: 5498.730469
	Iteration 37Q: 3 clusters Score -5002968 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 53688 members 
Entering Unmasked Estep 
Score: -5003125.500000 Penalty: 5498.730469
	Iteration 38Q: 3 clusters Score -5003126 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 54334 members 
Entering Unmasked Estep 
Score: -5003337.500000 Penalty: 5498.730469
	Iteration 39Q: 3 clusters Score -5003338 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 54950 members 
Entering Unmasked Estep 
Score: -5003520.500000 Penalty: 5498.730469
	Iteration 40F: 3 clusters Score -5003520 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 55573 members 
Entering Unmasked Estep 
Score: -5003724.000000 Penalty: 5498.730469
	Iteration 41Q: 3 clusters Score -5003724 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 56163 members 
Entering Unmasked Estep 
Score: -5003915.000000 Penalty: 5498.730469
	Iteration 42Q: 3 clusters Score -5003915 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 56694 members 
Entering Unmasked Estep 
Score: -5004109.000000 Penalty: 5498.730469
	Iteration 43Q: 3 clusters Score -5004109 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 57207 members 
Entering Unmasked Estep 
Score: -5004266.000000 Penalty: 5498.730469
	Iteration 44Q: 3 clusters Score -5004266 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 57656 members 
Entering Unmasked Estep 
Score: -5004392.000000 Penalty: 5498.730469
	Iteration 45Q: 3 clusters Score -5004392 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 58065 members 
Entering Unmasked Estep 
Score: -5004526.000000 Penalty: 5498.730469
	Iteration 46Q: 3 clusters Score -5004526 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 58483 members 
Entering Unmasked Estep 
Score: -5004648.000000 Penalty: 5498.730469
	Iteration 47Q: 3 clusters Score -5004648 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 58848 members 
Entering Unmasked Estep 
Score: -5004712.500000 Penalty: 5498.730469
	Iteration 48Q: 3 clusters Score -5004712 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 59166 members 
Entering Unmasked Estep 
Score: -5004789.500000 Penalty: 5498.730469
	Iteration 49Q: 3 clusters Score -5004790 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 59446 members 
Entering Unmasked Estep 
Score: -5004857.000000 Penalty: 5498.730469
	Iteration 50Q: 3 clusters Score -5004857 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 59717 members 
Entering Unmasked Estep 
Score: -5004926.000000 Penalty: 5498.730469
	Iteration 51Q: 3 clusters Score -5004926 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 59986 members 
Entering Unmasked Estep 
Score: -5005024.000000 Penalty: 5498.730469
	Iteration 52Q: 3 clusters Score -5005024 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 60247 members 
Entering Unmasked Estep 
Score: -5005099.000000 Penalty: 5498.730469
	Iteration 53Q: 3 clusters Score -5005099 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 60478 members 
Entering Unmasked Estep 
Score: -5005198.000000 Penalty: 5498.730469
	Iteration 54Q: 3 clusters Score -5005198 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 60709 members 
Entering Unmasked Estep 
Score: -5005319.000000 Penalty: 5498.730469
	Iteration 55Q: 3 clusters Score -5005319 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 60928 members 
Entering Unmasked Estep 
Score: -5005421.500000 Penalty: 5498.730469
	Iteration 56Q: 3 clusters Score -5005422 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 61127 members 
Entering Unmasked Estep 
Score: -5005506.000000 Penalty: 5498.730469
	Iteration 57Q: 3 clusters Score -5005506 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 61311 members 
Entering Unmasked Estep 
Score: -5005634.500000 Penalty: 5498.730469
	Iteration 58Q: 3 clusters Score -5005634 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 61470 members 
Entering Unmasked Estep 
Score: -5005718.000000 Penalty: 5498.730469
	Iteration 59Q: 3 clusters Score -5005718 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 61616 members 
Entering Unmasked Estep 
Score: -5005801.000000 Penalty: 5498.730469
	Iteration 60F: 3 clusters Score -5005801 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 61728 members 
Entering Unmasked Estep 
Score: -5005868.000000 Penalty: 5498.730469
	Iteration 61Q: 3 clusters Score -5005868 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 61831 members 
Entering Unmasked Estep 
Score: -5005916.500000 Penalty: 5498.730469
	Iteration 62Q: 3 clusters Score -5005916 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 61921 members 
Entering Unmasked Estep 
Score: -5005960.500000 Penalty: 5498.730469
	Iteration 63Q: 3 clusters Score -5005960 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 62001 members 
Entering Unmasked Estep 
Score: -5006014.000000 Penalty: 5498.730469
	Iteration 64Q: 3 clusters Score -5006014 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 62068 members 
Entering Unmasked Estep 
Score: -5006065.500000 Penalty: 5498.730469
	Iteration 65Q: 3 clusters Score -5006066 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 62151 members 
Entering Unmasked Estep 
Score: -5006124.500000 Penalty: 5498.730469
	Iteration 66Q: 3 clusters Score -5006124 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 62201 members 
Entering Unmasked Estep 
Score: -5006170.000000 Penalty: 5498.730469
	Iteration 67Q: 3 clusters Score -5006170 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 62252 members 
Entering Unmasked Estep 
Score: -5006215.000000 Penalty: 5498.730469
	Iteration 68Q: 3 clusters Score -5006215 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 62292 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5006260 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 62330 members 
Entering Unmasked Estep 
Score: -5006291.000000 Penalty: 5498.730469
	Iteration 70Q: 3 clusters Score -5006291 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 62356 members 
Entering Unmasked Estep 
Score: -5006316.500000 Penalty: 5498.730469
	Iteration 71Q: 3 clusters Score -5006316 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 62369 members 
Entering Unmasked Estep 
Score: -5006336.500000 Penalty: 5498.730469
	Iteration 72Q: 3 clusters Score -5006336 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 62371 members 
Entering Unmasked Estep 
Score: -5006346.500000 Penalty: 5498.730469
	Iteration 73Q: 3 clusters Score -5006346 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 62379 members 
Entering Unmasked Estep 
Score: -5006353.500000 Penalty: 5498.730469
	Iteration 74Q: 3 clusters Score -5006354 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 62389 members 
Entering Unmasked Estep 
Score: -5006369.000000 Penalty: 5498.730469
	Iteration 75Q: 3 clusters Score -5006369 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 62398 members 
Entering Unmasked Estep 
Score: -5006371.000000 Penalty: 5498.730469
	Iteration 76Q: 3 clusters Score -5006371 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 62413 members 
Entering Unmasked Estep 
Score: -5006375.500000 Penalty: 5498.730469
	Iteration 77Q: 3 clusters Score -5006376 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 62419 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5006374 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 62427 members 
Entering Unmasked Estep 
Score: -5006375.000000 Penalty: 5498.730469
	Iteration 79Q: 3 clusters Score -5006375 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 62427 members 
Entering Unmasked Estep 
Score: -5006381.000000 Penalty: 5498.730469
	Iteration 80F: 3 clusters Score -5006381 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 62429 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5006380 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 62431 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5006381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 62433 members 
Entering Unmasked Estep 
Score: -5006383.000000 Penalty: 5498.730469
	Iteration 83Q: 3 clusters Score -5006383 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 62435 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5006380 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 62435 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5006379 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 62436 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5006380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 62439 members 
Entering Unmasked Estep 
Score: -5006376.500000 Penalty: 5498.730469
	Iteration 87Q: 3 clusters Score -5006376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 62439 members 
Entering Unmasked Estep 
Score: -5006376.500000 Penalty: 5498.730469
	Iteration 88F: 3 clusters Score -5006376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Entering Unmasked Estep 
Score: -334766.125000 Penalty: 2088.110596
	Iteration 0F: 2 clusters Score -334766.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -330561.750000 Penalty: 4176.221191
	Iteration 0F: 3 clusters Score -330561.8 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -331625.937500 Penalty: 4176.221191
	Iteration 1F: 3 clusters Score -331625.9 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -331908.218750 Penalty: 4176.221191
	Iteration 2F: 3 clusters Score -331908.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -332120.312500 Penalty: 4176.221191
	Iteration 3F: 3 clusters Score -332120.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -332261.437500 Penalty: 4176.221191
	Iteration 4Q: 3 clusters Score -332261.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -332387.031250 Penalty: 4176.221191
	Iteration 5Q: 3 clusters Score -332387 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -332505.093750 Penalty: 4176.221191
	Iteration 6Q: 3 clusters Score -332505.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -332613.437500 Penalty: 4176.221191
	Iteration 7Q: 3 clusters Score -332613.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -332695.187500 Penalty: 4176.221191
	Iteration 8Q: 3 clusters Score -332695.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -332763.531250 Penalty: 4176.221191
	Iteration 9Q: 3 clusters Score -332763.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -332826.812500 Penalty: 4176.221191
	Iteration 10Q: 3 clusters Score -332826.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -332876.406250 Penalty: 4176.221191
	Iteration 11Q: 3 clusters Score -332876.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -332925.906250 Penalty: 4176.221191
	Iteration 12Q: 3 clusters Score -332925.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -332974.062500 Penalty: 4176.221191
	Iteration 13Q: 3 clusters Score -332974.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -333020.781250 Penalty: 4176.221191
	Iteration 14Q: 3 clusters Score -333020.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -333048.687500 Penalty: 4176.221191
	Iteration 15Q: 3 clusters Score -333048.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -333073.593750 Penalty: 4176.221191
	Iteration 16Q: 3 clusters Score -333073.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -333095.000000 Penalty: 4176.221191
	Iteration 17Q: 3 clusters Score -333095 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -333117.125000 Penalty: 4176.221191
	Iteration 18Q: 3 clusters Score -333117.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -333136.062500 Penalty: 4176.221191
	Iteration 19Q: 3 clusters Score -333136.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -333146.781250 Penalty: 4176.221191
	Iteration 20F: 3 clusters Score -333146.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -333153.875000 Penalty: 4176.221191
	Iteration 21Q: 3 clusters Score -333153.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -333160.843750 Penalty: 4176.221191
	Iteration 22Q: 3 clusters Score -333160.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -333166.093750 Penalty: 4176.221191
	Iteration 23Q: 3 clusters Score -333166.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -333172.687500 Penalty: 4176.221191
	Iteration 24Q: 3 clusters Score -333172.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -333177.125000 Penalty: 4176.221191
	Iteration 25Q: 3 clusters Score -333177.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -333177.031250 Penalty: 4176.221191
	Iteration 26Q: 3 clusters Score -333177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -333177.093750 Penalty: 4176.221191
	Iteration 27Q: 3 clusters Score -333177.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -333178.375000 Penalty: 4176.221191
	Iteration 28Q: 3 clusters Score -333178.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -333181.718750 Penalty: 4176.221191
	Iteration 29Q: 3 clusters Score -333181.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -333184.562500 Penalty: 4176.221191
	Iteration 30Q: 3 clusters Score -333184.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -333186.531250 Penalty: 4176.221191
	Iteration 31Q: 3 clusters Score -333186.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -333187.906250 Penalty: 4176.221191
	Iteration 32Q: 3 clusters Score -333187.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -333188.406250 Penalty: 4176.221191
	Iteration 33Q: 3 clusters Score -333188.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -333188.406250 Penalty: 4176.221191
	Iteration 34F: 3 clusters Score -333188.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (122203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122203 members 
Entering Unmasked Estep 
Score: -9744400.000000 Penalty: 2904.932861
	Iteration 0F: 2 clusters Score -9744400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61279 members 
Mstep: Class 2 contains 60924 members 
Entering Unmasked Estep 
Score: -9662762.000000 Penalty: 5809.865723
	Iteration 0F: 3 clusters Score -9662762 nChanged 58073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63616 members 
Mstep: Class 2 contains 58587 members 
Entering Unmasked Estep 
Score: -9695768.000000 Penalty: 5809.865723
	Iteration 1F: 3 clusters Score -9695768 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65002 members 
Mstep: Class 2 contains 57201 members 
Entering Unmasked Estep 
Score: -9696560.000000 Penalty: 5809.865723
	Iteration 2Q: 3 clusters Score -9696560 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67044 members 
Mstep: Class 2 contains 55159 members 
Entering Unmasked Estep 
Score: -9697448.000000 Penalty: 5809.865723
	Iteration 3Q: 3 clusters Score -9697448 nChanged 4203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70161 members 
Mstep: Class 2 contains 52042 members 
Entering Unmasked Estep 
Score: -9698794.000000 Penalty: 5809.865723
	Iteration 4Q: 3 clusters Score -9698794 nChanged 5135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74716 members 
Mstep: Class 2 contains 47487 members 
Entering Unmasked Estep 
Score: -9700998.000000 Penalty: 5809.865723
	Iteration 5Q: 3 clusters Score -9700998 nChanged 6860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81228 members 
Mstep: Class 2 contains 40975 members 
Entering Unmasked Estep 
Score: -9704967.000000 Penalty: 5809.865723
	Iteration 6F: 3 clusters Score -9704967 nChanged 9065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90075 members 
Mstep: Class 2 contains 32128 members 
Entering Unmasked Estep 
Score: -9711679.000000 Penalty: 5809.865723
	Iteration 7F: 3 clusters Score -9711679 nChanged 10423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100416 members 
Mstep: Class 2 contains 21787 members 
Entering Unmasked Estep 
Score: -9721036.000000 Penalty: 5809.865723
	Iteration 8F: 3 clusters Score -9721036 nChanged 9522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109914 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -9730393.000000 Penalty: 5809.865723
	Iteration 9F: 3 clusters Score -9730393 nChanged 6519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116421 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -9736773.000000 Penalty: 5809.865723
	Iteration 10F: 3 clusters Score -9736773 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119712 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -9739822.000000 Penalty: 5809.865723
	Iteration 11Q: 3 clusters Score -9739822 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121026 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -9740979.000000 Penalty: 5809.865723
	Iteration 12Q: 3 clusters Score -9740979 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121491 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -9741392.000000 Penalty: 5809.865723
	Iteration 13Q: 3 clusters Score -9741392 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121676 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -9741591.000000 Penalty: 5809.865723
	Iteration 14Q: 3 clusters Score -9741591 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121765 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -9741712.000000 Penalty: 5809.865723
	Iteration 15Q: 3 clusters Score -9741712 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121797 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -9741792.000000 Penalty: 5809.865723
	Iteration 16Q: 3 clusters Score -9741792 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121809 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -9741838.000000 Penalty: 5809.865723
	Iteration 17Q: 3 clusters Score -9741838 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121822 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -9741844.000000 Penalty: 5809.865723
	Iteration 18Q: 3 clusters Score -9741844 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121826 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -9741856.000000 Penalty: 5809.865723
	Iteration 19Q: 3 clusters Score -9741856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121829 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -9741855.000000 Penalty: 5809.865723
	Iteration 20F: 3 clusters Score -9741855 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121827 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -9741853.000000 Penalty: 5809.865723
	Iteration 21Q: 3 clusters Score -9741853 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121831 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -9741859.000000 Penalty: 5809.865723
	Iteration 22Q: 3 clusters Score -9741859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121831 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -9741867.000000 Penalty: 5809.865723
	Iteration 23Q: 3 clusters Score -9741867 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121832 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -9741865.000000 Penalty: 5809.865723
	Iteration 24Q: 3 clusters Score -9741865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121834 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -9741871.000000 Penalty: 5809.865723
	Iteration 25Q: 3 clusters Score -9741871 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121837 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -9741869.000000 Penalty: 5809.865723
	Iteration 26Q: 3 clusters Score -9741869 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121838 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -9741868.000000 Penalty: 5809.865723
	Iteration 27Q: 3 clusters Score -9741868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121840 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -9741873.000000 Penalty: 5809.865723
	Iteration 28Q: 3 clusters Score -9741873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121843 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -9741876.000000 Penalty: 5809.865723
	Iteration 29Q: 3 clusters Score -9741876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121847 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -9741880.000000 Penalty: 5809.865723
	Iteration 30Q: 3 clusters Score -9741880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121849 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -9741887.000000 Penalty: 5809.865723
	Iteration 31Q: 3 clusters Score -9741887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121851 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -9741897.000000 Penalty: 5809.865723
	Iteration 32Q: 3 clusters Score -9741897 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121854 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -9741896.000000 Penalty: 5809.865723
	Iteration 33Q: 3 clusters Score -9741896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121851 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -9741897.000000 Penalty: 5809.865723
	Iteration 34Q: 3 clusters Score -9741897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121852 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -9741898.000000 Penalty: 5809.865723
	Iteration 35Q: 3 clusters Score -9741898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121852 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -9741898.000000 Penalty: 5809.865723
	Iteration 36F: 3 clusters Score -9741898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (13636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Entering Unmasked Estep 
Score: -1090419.500000 Penalty: 2361.076172
	Iteration 0F: 2 clusters Score -1090420 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 6788 members 
Entering Unmasked Estep 
Score: -1080338.125000 Penalty: 4722.152344
	Iteration 0F: 3 clusters Score -1080338 nChanged 5853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1083567.750000 Penalty: 4722.152344
	Iteration 1F: 3 clusters Score -1083568 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1083994.625000 Penalty: 4722.152344
	Iteration 2F: 3 clusters Score -1083995 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1084371.750000 Penalty: 4722.152344
	Iteration 3F: 3 clusters Score -1084372 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -1084753.375000 Penalty: 4722.152344
	Iteration 4F: 3 clusters Score -1084753 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1085245.000000 Penalty: 4722.152344
	Iteration 5F: 3 clusters Score -1085245 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -1085799.125000 Penalty: 4722.152344
	Iteration 6F: 3 clusters Score -1085799 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1086372.625000 Penalty: 4722.152344
	Iteration 7F: 3 clusters Score -1086373 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1087006.500000 Penalty: 4722.152344
	Iteration 8F: 3 clusters Score -1087006 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1087561.500000 Penalty: 4722.152344
	Iteration 9F: 3 clusters Score -1087562 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1087956.500000 Penalty: 4722.152344
	Iteration 10Q: 3 clusters Score -1087956 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1088202.500000 Penalty: 4722.152344
	Iteration 11Q: 3 clusters Score -1088202 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1088394.875000 Penalty: 4722.152344
	Iteration 12Q: 3 clusters Score -1088395 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1088527.625000 Penalty: 4722.152344
	Iteration 13Q: 3 clusters Score -1088528 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1088628.625000 Penalty: 4722.152344
	Iteration 14Q: 3 clusters Score -1088629 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1088689.750000 Penalty: 4722.152344
	Iteration 15Q: 3 clusters Score -1088690 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1088729.500000 Penalty: 4722.152344
	Iteration 16Q: 3 clusters Score -1088730 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1088756.000000 Penalty: 4722.152344
	Iteration 17Q: 3 clusters Score -1088756 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1088776.375000 Penalty: 4722.152344
	Iteration 18Q: 3 clusters Score -1088776 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1088798.625000 Penalty: 4722.152344
	Iteration 19Q: 3 clusters Score -1088799 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1088811.000000 Penalty: 4722.152344
	Iteration 20F: 3 clusters Score -1088811 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1088816.250000 Penalty: 4722.152344
	Iteration 21Q: 3 clusters Score -1088816 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1088820.250000 Penalty: 4722.152344
	Iteration 22Q: 3 clusters Score -1088820 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1088821.625000 Penalty: 4722.152344
	Iteration 23Q: 3 clusters Score -1088822 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1088825.625000 Penalty: 4722.152344
	Iteration 24Q: 3 clusters Score -1088826 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1088830.125000 Penalty: 4722.152344
	Iteration 25Q: 3 clusters Score -1088830 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1088832.000000 Penalty: 4722.152344
	Iteration 26Q: 3 clusters Score -1088832 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1088834.125000 Penalty: 4722.152344
	Iteration 27Q: 3 clusters Score -1088834 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1088834.375000 Penalty: 4722.152344
	Iteration 28Q: 3 clusters Score -1088834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1088835.250000 Penalty: 4722.152344
	Iteration 29Q: 3 clusters Score -1088835 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1088836.000000 Penalty: 4722.152344
	Iteration 30Q: 3 clusters Score -1088836 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1088837.625000 Penalty: 4722.152344
	Iteration 31Q: 3 clusters Score -1088838 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1088841.750000 Penalty: 4722.152344
	Iteration 32Q: 3 clusters Score -1088842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1088841.625000 Penalty: 4722.152344
	Iteration 33Q: 3 clusters Score -1088842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1088844.000000 Penalty: 4722.152344
	Iteration 34Q: 3 clusters Score -1088844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1088844.875000 Penalty: 4722.152344
	Iteration 35Q: 3 clusters Score -1088845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1088845.250000 Penalty: 4722.152344
	Iteration 36Q: 3 clusters Score -1088845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1088845.000000 Penalty: 4722.152344
	Iteration 37Q: 3 clusters Score -1088845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1088844.000000 Penalty: 4722.152344
	Iteration 38Q: 3 clusters Score -1088844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1088844.875000 Penalty: 4722.152344
	Iteration 39Q: 3 clusters Score -1088845 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1088844.125000 Penalty: 4722.152344
	Iteration 40F: 3 clusters Score -1088844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1088845.125000 Penalty: 4722.152344
	Iteration 41Q: 3 clusters Score -1088845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1088849.000000 Penalty: 4722.152344
	Iteration 42Q: 3 clusters Score -1088849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1088848.125000 Penalty: 4722.152344
	Iteration 43Q: 3 clusters Score -1088848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1088846.375000 Penalty: 4722.152344
	Iteration 44Q: 3 clusters Score -1088846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1088843.125000 Penalty: 4722.152344
	Iteration 45Q: 3 clusters Score -1088843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1088845.625000 Penalty: 4722.152344
	Iteration 46Q: 3 clusters Score -1088846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1088847.750000 Penalty: 4722.152344
	Iteration 47Q: 3 clusters Score -1088848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1088847.750000 Penalty: 4722.152344
	Iteration 48F: 3 clusters Score -1088848 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (43648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43648 members 
Entering Unmasked Estep 
Score: -3557708.000000 Penalty: 2649.610352
	Iteration 0F: 2 clusters Score -3557708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21723 members 
Mstep: Class 2 contains 21925 members 
Entering Unmasked Estep 
Score: -3528228.500000 Penalty: 5299.220703
	Iteration 0F: 3 clusters Score -3528228 nChanged 20036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20393 members 
Mstep: Class 2 contains 23255 members 
Entering Unmasked Estep 
Score: -3539419.000000 Penalty: 5299.220703
	Iteration 1F: 3 clusters Score -3539419 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19633 members 
Mstep: Class 2 contains 24015 members 
Entering Unmasked Estep 
Score: -3539967.500000 Penalty: 5299.220703
	Iteration 2Q: 3 clusters Score -3539968 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18568 members 
Mstep: Class 2 contains 25080 members 
Entering Unmasked Estep 
Score: -3540536.750000 Penalty: 5299.220703
	Iteration 3Q: 3 clusters Score -3540537 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 26522 members 
Entering Unmasked Estep 
Score: -3541285.000000 Penalty: 5299.220703
	Iteration 4Q: 3 clusters Score -3541285 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15219 members 
Mstep: Class 2 contains 28429 members 
Entering Unmasked Estep 
Score: -3542382.750000 Penalty: 5299.220703
	Iteration 5Q: 3 clusters Score -3542383 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 30964 members 
Entering Unmasked Estep 
Score: -3544023.500000 Penalty: 5299.220703
	Iteration 6F: 3 clusters Score -3544024 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 33951 members 
Entering Unmasked Estep 
Score: -3546383.750000 Penalty: 5299.220703
	Iteration 7F: 3 clusters Score -3546384 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 37103 members 
Entering Unmasked Estep 
Score: -3549240.500000 Penalty: 5299.220703
	Iteration 8F: 3 clusters Score -3549240 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 39831 members 
Entering Unmasked Estep 
Score: -3551861.250000 Penalty: 5299.220703
	Iteration 9F: 3 clusters Score -3551861 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 41663 members 
Entering Unmasked Estep 
Score: -3553644.750000 Penalty: 5299.220703
	Iteration 10Q: 3 clusters Score -3553645 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 42620 members 
Entering Unmasked Estep 
Score: -3554563.250000 Penalty: 5299.220703
	Iteration 11Q: 3 clusters Score -3554563 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 43059 members 
Entering Unmasked Estep 
Score: -3554993.000000 Penalty: 5299.220703
	Iteration 12Q: 3 clusters Score -3554993 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 43234 members 
Entering Unmasked Estep 
Score: -3555192.500000 Penalty: 5299.220703
	Iteration 13Q: 3 clusters Score -3555192 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 43308 members 
Entering Unmasked Estep 
Score: -3555296.750000 Penalty: 5299.220703
	Iteration 14Q: 3 clusters Score -3555297 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 43334 members 
Entering Unmasked Estep 
Score: -3555326.750000 Penalty: 5299.220703
	Iteration 15Q: 3 clusters Score -3555327 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 43344 members 
Entering Unmasked Estep 
Score: -3555351.250000 Penalty: 5299.220703
	Iteration 16Q: 3 clusters Score -3555351 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 43356 members 
Entering Unmasked Estep 
Score: -3555366.250000 Penalty: 5299.220703
	Iteration 17Q: 3 clusters Score -3555366 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 43363 members 
Entering Unmasked Estep 
Score: -3555372.000000 Penalty: 5299.220703
	Iteration 18Q: 3 clusters Score -3555372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 43365 members 
Entering Unmasked Estep 
Score: -3555375.250000 Penalty: 5299.220703
	Iteration 19Q: 3 clusters Score -3555375 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 43368 members 
Entering Unmasked Estep 
Score: -3555381.750000 Penalty: 5299.220703
	Iteration 20F: 3 clusters Score -3555382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 43371 members 
Entering Unmasked Estep 
Score: -3555386.750000 Penalty: 5299.220703
	Iteration 21Q: 3 clusters Score -3555387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 43371 members 
Entering Unmasked Estep 
Score: -3555389.500000 Penalty: 5299.220703
	Iteration 22Q: 3 clusters Score -3555390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 43373 members 
Entering Unmasked Estep 
Score: -3555390.750000 Penalty: 5299.220703
	Iteration 23Q: 3 clusters Score -3555391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 43374 members 
Entering Unmasked Estep 
Score: -3555396.750000 Penalty: 5299.220703
	Iteration 24Q: 3 clusters Score -3555397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 43376 members 
Entering Unmasked Estep 
Score: -3555402.250000 Penalty: 5299.220703
	Iteration 25Q: 3 clusters Score -3555402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 43377 members 
Entering Unmasked Estep 
Score: -3555404.000000 Penalty: 5299.220703
	Iteration 26Q: 3 clusters Score -3555404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 43377 members 
Entering Unmasked Estep 
Score: -3555404.000000 Penalty: 5299.220703
	Iteration 27F: 3 clusters Score -3555404 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (607223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607223 members 
Entering Unmasked Estep 
Score: -47693428.000000 Penalty: 3302.529541
	Iteration 0F: 2 clusters Score -4.769343e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303318 members 
Mstep: Class 2 contains 303905 members 
Entering Unmasked Estep 
Score: -47282344.000000 Penalty: 6605.059082
	Iteration 0F: 3 clusters Score -4.728234e+07 nChanged 297378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290206 members 
Mstep: Class 2 contains 317017 members 
Entering Unmasked Estep 
Score: -47462280.000000 Penalty: 6605.059082
	Iteration 1F: 3 clusters Score -4.746228e+07 nChanged 18334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281302 members 
Mstep: Class 2 contains 325921 members 
Entering Unmasked Estep 
Score: -47466964.000000 Penalty: 6605.059082
	Iteration 2Q: 3 clusters Score -4.746696e+07 nChanged 22801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267471 members 
Mstep: Class 2 contains 339752 members 
Entering Unmasked Estep 
Score: -47475176.000000 Penalty: 6605.059082
	Iteration 3Q: 3 clusters Score -4.747518e+07 nChanged 29221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246660 members 
Mstep: Class 2 contains 360563 members 
Entering Unmasked Estep 
Score: -47488856.000000 Penalty: 6605.059082
	Iteration 4Q: 3 clusters Score -4.748886e+07 nChanged 36196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218106 members 
Mstep: Class 2 contains 389117 members 
Entering Unmasked Estep 
Score: -47511632.000000 Penalty: 6605.059082
	Iteration 5F: 3 clusters Score -4.751163e+07 nChanged 41965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182407 members 
Mstep: Class 2 contains 424816 members 
Entering Unmasked Estep 
Score: -47542020.000000 Penalty: 6605.059082
	Iteration 6F: 3 clusters Score -4.754202e+07 nChanged 43685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142984 members 
Mstep: Class 2 contains 464239 members 
Entering Unmasked Estep 
Score: -47575932.000000 Penalty: 6605.059082
	Iteration 7F: 3 clusters Score -4.757593e+07 nChanged 40449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104675 members 
Mstep: Class 2 contains 502548 members 
Entering Unmasked Estep 
Score: -47609596.000000 Penalty: 6605.059082
	Iteration 8F: 3 clusters Score -4.76096e+07 nChanged 33636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71971 members 
Mstep: Class 2 contains 535252 members 
Entering Unmasked Estep 
Score: -47639564.000000 Penalty: 6605.059082
	Iteration 9F: 3 clusters Score -4.763956e+07 nChanged 23989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48368 members 
Mstep: Class 2 contains 558855 members 
Entering Unmasked Estep 
Score: -47660752.000000 Penalty: 6605.059082
	Iteration 10Q: 3 clusters Score -4.766075e+07 nChanged 15185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33545 members 
Mstep: Class 2 contains 573678 members 
Entering Unmasked Estep 
Score: -47673388.000000 Penalty: 6605.059082
	Iteration 11Q: 3 clusters Score -4.767339e+07 nChanged 9301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24448 members 
Mstep: Class 2 contains 582775 members 
Entering Unmasked Estep 
Score: -47680452.000000 Penalty: 6605.059082
	Iteration 12Q: 3 clusters Score -4.768045e+07 nChanged 6133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18407 members 
Mstep: Class 2 contains 588816 members 
Entering Unmasked Estep 
Score: -47684456.000000 Penalty: 6605.059082
	Iteration 13Q: 3 clusters Score -4.768446e+07 nChanged 4209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 592971 members 
Entering Unmasked Estep 
Score: -47686900.000000 Penalty: 6605.059082
	Iteration 14Q: 3 clusters Score -4.76869e+07 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 595847 members 
Entering Unmasked Estep 
Score: -47688376.000000 Penalty: 6605.059082
	Iteration 15Q: 3 clusters Score -4.768838e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 597875 members 
Entering Unmasked Estep 
Score: -47689328.000000 Penalty: 6605.059082
	Iteration 16Q: 3 clusters Score -4.768933e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 599310 members 
Entering Unmasked Estep 
Score: -47690064.000000 Penalty: 6605.059082
	Iteration 17Q: 3 clusters Score -4.769006e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 600420 members 
Entering Unmasked Estep 
Score: -47690628.000000 Penalty: 6605.059082
	Iteration 18Q: 3 clusters Score -4.769063e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 601249 members 
Entering Unmasked Estep 
Score: -47690992.000000 Penalty: 6605.059082
	Iteration 19Q: 3 clusters Score -4.769099e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 601892 members 
Entering Unmasked Estep 
Score: -47691344.000000 Penalty: 6605.059082
	Iteration 20F: 3 clusters Score -4.769134e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 602423 members 
Entering Unmasked Estep 
Score: -47691524.000000 Penalty: 6605.059082
	Iteration 21Q: 3 clusters Score -4.769152e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 602796 members 
Entering Unmasked Estep 
Score: -47691676.000000 Penalty: 6605.059082
	Iteration 22Q: 3 clusters Score -4.769168e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 603064 members 
Entering Unmasked Estep 
Score: -47691852.000000 Penalty: 6605.059082
	Iteration 23Q: 3 clusters Score -4.769185e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 603257 members 
Entering Unmasked Estep 
Score: -47692000.000000 Penalty: 6605.059082
	Iteration 24Q: 3 clusters Score -4.7692e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 603413 members 
Entering Unmasked Estep 
Score: -47692084.000000 Penalty: 6605.059082
	Iteration 25Q: 3 clusters Score -4.769208e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 603551 members 
Entering Unmasked Estep 
Score: -47692056.000000 Penalty: 6605.059082
	Iteration 26Q: 3 clusters Score -4.769206e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 603659 members 
Entering Unmasked Estep 
Score: -47692072.000000 Penalty: 6605.059082
	Iteration 27Q: 3 clusters Score -4.769207e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 603747 members 
Entering Unmasked Estep 
Score: -47692148.000000 Penalty: 6605.059082
	Iteration 28Q: 3 clusters Score -4.769215e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 603832 members 
Entering Unmasked Estep 
Score: -47692144.000000 Penalty: 6605.059082
	Iteration 29Q: 3 clusters Score -4.769214e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 603891 members 
Entering Unmasked Estep 
Score: -47692100.000000 Penalty: 6605.059082
	Iteration 30Q: 3 clusters Score -4.76921e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 603940 members 
Entering Unmasked Estep 
Score: -47692108.000000 Penalty: 6605.059082
	Iteration 31Q: 3 clusters Score -4.769211e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 603977 members 
Entering Unmasked Estep 
Score: -47692136.000000 Penalty: 6605.059082
	Iteration 32Q: 3 clusters Score -4.769214e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 604002 members 
Entering Unmasked Estep 
Score: -47692136.000000 Penalty: 6605.059082
	Iteration 33Q: 3 clusters Score -4.769214e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 604022 members 
Entering Unmasked Estep 
Score: -47692156.000000 Penalty: 6605.059082
	Iteration 34Q: 3 clusters Score -4.769216e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 604047 members 
Entering Unmasked Estep 
Score: -47692148.000000 Penalty: 6605.059082
	Iteration 35Q: 3 clusters Score -4.769215e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 604061 members 
Entering Unmasked Estep 
Score: -47692140.000000 Penalty: 6605.059082
	Iteration 36Q: 3 clusters Score -4.769214e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 604066 members 
Entering Unmasked Estep 
Score: -47692160.000000 Penalty: 6605.059082
	Iteration 37Q: 3 clusters Score -4.769216e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 604070 members 
Entering Unmasked Estep 
Score: -47692152.000000 Penalty: 6605.059082
	Iteration 38Q: 3 clusters Score -4.769215e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 604066 members 
Entering Unmasked Estep 
Score: -47692148.000000 Penalty: 6605.059082
	Iteration 39Q: 3 clusters Score -4.769215e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 604072 members 
Entering Unmasked Estep 
Score: -47692096.000000 Penalty: 6605.059082
	Iteration 40F: 3 clusters Score -4.76921e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 604080 members 
Entering Unmasked Estep 
Score: -47692108.000000 Penalty: 6605.059082
	Iteration 41Q: 3 clusters Score -4.769211e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 604084 members 
Entering Unmasked Estep 
Score: -47692072.000000 Penalty: 6605.059082
	Iteration 42Q: 3 clusters Score -4.769207e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 604087 members 
Entering Unmasked Estep 
Score: -47692100.000000 Penalty: 6605.059082
	Iteration 43Q: 3 clusters Score -4.76921e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 604091 members 
Entering Unmasked Estep 
Score: -47692112.000000 Penalty: 6605.059082
	Iteration 44Q: 3 clusters Score -4.769211e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 604094 members 
Entering Unmasked Estep 
Score: -47692112.000000 Penalty: 6605.059082
	Iteration 45Q: 3 clusters Score -4.769211e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 604096 members 
Entering Unmasked Estep 
Score: -47692136.000000 Penalty: 6605.059082
	Iteration 46Q: 3 clusters Score -4.769214e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 604097 members 
Entering Unmasked Estep 
Score: -47692148.000000 Penalty: 6605.059082
	Iteration 47Q: 3 clusters Score -4.769215e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 604096 members 
Entering Unmasked Estep 
Score: -47692164.000000 Penalty: 6605.059082
	Iteration 48Q: 3 clusters Score -4.769216e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 604096 members 
Entering Unmasked Estep 
Score: -47692180.000000 Penalty: 6605.059082
	Iteration 49Q: 3 clusters Score -4.769218e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 604097 members 
Entering Unmasked Estep 
Score: -47692172.000000 Penalty: 6605.059082
	Iteration 50Q: 3 clusters Score -4.769217e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 604100 members 
Entering Unmasked Estep 
Score: -47692176.000000 Penalty: 6605.059082
	Iteration 51Q: 3 clusters Score -4.769218e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 604101 members 
Entering Unmasked Estep 
Score: -47692160.000000 Penalty: 6605.059082
	Iteration 52Q: 3 clusters Score -4.769216e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 604101 members 
Entering Unmasked Estep 
Score: -47692168.000000 Penalty: 6605.059082
	Iteration 53Q: 3 clusters Score -4.769217e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 604101 members 
Entering Unmasked Estep 
Score: -47692176.000000 Penalty: 6605.059082
	Iteration 54Q: 3 clusters Score -4.769218e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 604101 members 
Entering Unmasked Estep 
Score: -47692156.000000 Penalty: 6605.059082
	Iteration 55Q: 3 clusters Score -4.769216e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 604099 members 
Entering Unmasked Estep 
Score: -47692156.000000 Penalty: 6605.059082
	Iteration 56Q: 3 clusters Score -4.769216e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 604099 members 
Entering Unmasked Estep 
Score: -47692156.000000 Penalty: 6605.059082
	Iteration 57F: 3 clusters Score -4.769216e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Entering Unmasked Estep 
Score: -78254.546875 Penalty: 1769.847778
	Iteration 0F: 2 clusters Score -78254.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -76150.960938 Penalty: 3539.695557
	Iteration 0F: 3 clusters Score -76150.96 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -76558.718750 Penalty: 3539.695557
	Iteration 1F: 3 clusters Score -76558.72 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -76752.343750 Penalty: 3539.695557
	Iteration 2F: 3 clusters Score -76752.34 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -76915.242188 Penalty: 3539.695557
	Iteration 3F: 3 clusters Score -76915.24 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -77108.320312 Penalty: 3539.695557
	Iteration 4F: 3 clusters Score -77108.32 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -77365.273438 Penalty: 3539.695557
	Iteration 5F: 3 clusters Score -77365.27 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -77524.804688 Penalty: 3539.695557
	Iteration 6F: 3 clusters Score -77524.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -77601.007812 Penalty: 3539.695557
	Iteration 7Q: 3 clusters Score -77601.01 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -77645.132812 Penalty: 3539.695557
	Iteration 8Q: 3 clusters Score -77645.13 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -77678.039062 Penalty: 3539.695557
	Iteration 9Q: 3 clusters Score -77678.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -77698.835938 Penalty: 3539.695557
	Iteration 10Q: 3 clusters Score -77698.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -77730.164062 Penalty: 3539.695557
	Iteration 11Q: 3 clusters Score -77730.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -77744.914062 Penalty: 3539.695557
	Iteration 12Q: 3 clusters Score -77744.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -77757.703125 Penalty: 3539.695557
	Iteration 13Q: 3 clusters Score -77757.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -77761.750000 Penalty: 3539.695557
	Iteration 14Q: 3 clusters Score -77761.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -77766.625000 Penalty: 3539.695557
	Iteration 15Q: 3 clusters Score -77766.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -77769.070312 Penalty: 3539.695557
	Iteration 16Q: 3 clusters Score -77769.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -77769.742188 Penalty: 3539.695557
	Iteration 17Q: 3 clusters Score -77769.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -77769.742188 Penalty: 3539.695557
	Iteration 18F: 3 clusters Score -77769.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 3460 members 
Mstep: Class 3 contains 8425 members 
Mstep: Class 4 contains 3056 members 
Mstep: Class 5 contains 17668 members 
Mstep: Class 6 contains 27229 members 
Mstep: Class 7 contains 19429 members 
Mstep: Class 8 contains 6239 members 
Mstep: Class 9 contains 77577 members 
Mstep: Class 10 contains 73650 members 
Mstep: Class 11 contains 4885 members 
Mstep: Class 12 contains 8853 members 
Mstep: Class 13 contains 14212 members 
Mstep: Class 14 contains 4802 members 
Mstep: Class 15 contains 7834 members 
Mstep: Class 16 contains 6209 members 
Mstep: Class 17 contains 153494 members 
Mstep: Class 18 contains 7401 members 
Mstep: Class 19 contains 39417 members 
Mstep: Class 20 contains 25344 members 
Mstep: Class 21 contains 6703 members 
Mstep: Class 22 contains 3988 members 
Mstep: Class 23 contains 64104 members 
Mstep: Class 24 contains 4370 members 
Mstep: Class 25 contains 5306 members 
Mstep: Class 26 contains 65261 members 
Mstep: Class 27 contains 4536 members 
Mstep: Class 28 contains 122203 members 
Mstep: Class 29 contains 13636 members 
Mstep: Class 30 contains 43648 members 
Mstep: Class 31 contains 607223 members 
Mstep: Class 32 contains 1257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111965768.000000 Penalty: 116180.585938
Iteration 119Q: 34 clusters Score -1.119658e+08 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 3460 members 
Mstep: Class 3 contains 8457 members 
Mstep: Class 4 contains 3058 members 
Mstep: Class 5 contains 17671 members 
Mstep: Class 6 contains 27249 members 
Mstep: Class 7 contains 19435 members 
Mstep: Class 8 contains 6241 members 
Mstep: Class 9 contains 77688 members 
Mstep: Class 10 contains 73658 members 
Mstep: Class 11 contains 4887 members 
Mstep: Class 12 contains 8853 members 
Mstep: Class 13 contains 14210 members 
Mstep: Class 14 contains 4802 members 
Mstep: Class 15 contains 7834 members 
Mstep: Class 16 contains 6156 members 
Mstep: Class 17 contains 153493 members 
Mstep: Class 18 contains 7420 members 
Mstep: Class 19 contains 39430 members 
Mstep: Class 20 contains 25354 members 
Mstep: Class 21 contains 6789 members 
Mstep: Class 22 contains 3996 members 
Mstep: Class 23 contains 64171 members 
Mstep: Class 24 contains 4387 members 
Mstep: Class 25 contains 5307 members 
Mstep: Class 26 contains 65300 members 
Mstep: Class 27 contains 4570 members 
Mstep: Class 28 contains 122198 members 
Mstep: Class 29 contains 13614 members 
Mstep: Class 30 contains 43687 members 
Mstep: Class 31 contains 606954 members 
Mstep: Class 32 contains 1247 members 
Mstep: Class 33 contains 5254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111965872.000000 Penalty: 116180.585938
Iteration 120F: 34 clusters Score -1.119659e+08 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 3460 members 
Mstep: Class 3 contains 8467 members 
Mstep: Class 4 contains 3058 members 
Mstep: Class 5 contains 17676 members 
Mstep: Class 6 contains 27267 members 
Mstep: Class 7 contains 19440 members 
Mstep: Class 8 contains 6231 members 
Mstep: Class 9 contains 77770 members 
Mstep: Class 10 contains 73662 members 
Mstep: Class 11 contains 4891 members 
Mstep: Class 12 contains 8853 members 
Mstep: Class 13 contains 14212 members 
Mstep: Class 14 contains 4801 members 
Mstep: Class 15 contains 7834 members 
Mstep: Class 16 contains 6138 members 
Mstep: Class 17 contains 153497 members 
Mstep: Class 18 contains 7422 members 
Mstep: Class 19 contains 39445 members 
Mstep: Class 20 contains 25364 members 
Mstep: Class 21 contains 6875 members 
Mstep: Class 22 contains 3998 members 
Mstep: Class 23 contains 64238 members 
Mstep: Class 24 contains 4383 members 
Mstep: Class 25 contains 5310 members 
Mstep: Class 26 contains 65322 members 
Mstep: Class 27 contains 4536 members 
Mstep: Class 28 contains 122170 members 
Mstep: Class 29 contains 13598 members 
Mstep: Class 30 contains 43757 members 
Mstep: Class 31 contains 606630 members 
Mstep: Class 32 contains 1242 members 
Mstep: Class 33 contains 5310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111966392.000000 Penalty: 116180.585938
Iteration 121Q: 34 clusters Score -1.119664e+08 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 3460 members 
Mstep: Class 3 contains 8469 members 
Mstep: Class 4 contains 3060 members 
Mstep: Class 5 contains 17673 members 
Mstep: Class 6 contains 27291 members 
Mstep: Class 7 contains 19434 members 
Mstep: Class 8 contains 6234 members 
Mstep: Class 9 contains 77828 members 
Mstep: Class 10 contains 73662 members 
Mstep: Class 11 contains 4895 members 
Mstep: Class 12 contains 8853 members 
Mstep: Class 13 contains 14219 members 
Mstep: Class 14 contains 4803 members 
Mstep: Class 15 contains 7835 members 
Mstep: Class 16 contains 6141 members 
Mstep: Class 17 contains 153500 members 
Mstep: Class 18 contains 7420 members 
Mstep: Class 19 contains 39461 members 
Mstep: Class 20 contains 25370 members 
Mstep: Class 21 contains 6942 members 
Mstep: Class 22 contains 4004 members 
Mstep: Class 23 contains 64287 members 
Mstep: Class 24 contains 4393 members 
Mstep: Class 25 contains 5316 members 
Mstep: Class 26 contains 65335 members 
Mstep: Class 27 contains 4524 members 
Mstep: Class 28 contains 122165 members 
Mstep: Class 29 contains 13584 members 
Mstep: Class 30 contains 43813 members 
Mstep: Class 31 contains 606238 members 
Mstep: Class 32 contains 1236 members 
Mstep: Class 33 contains 5319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111966528.000000 Penalty: 116180.585938
Iteration 122Q: 34 clusters Score -1.119665e+08 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 3460 members 
Mstep: Class 3 contains 8471 members 
Mstep: Class 4 contains 3062 members 
Mstep: Class 5 contains 17674 members 
Mstep: Class 6 contains 27328 members 
Mstep: Class 7 contains 19435 members 
Mstep: Class 8 contains 6229 members 
Mstep: Class 9 contains 77845 members 
Mstep: Class 10 contains 73662 members 
Mstep: Class 11 contains 4896 members 
Mstep: Class 12 contains 8853 members 
Mstep: Class 13 contains 14218 members 
Mstep: Class 14 contains 4803 members 
Mstep: Class 15 contains 7834 members 
Mstep: Class 16 contains 6144 members 
Mstep: Class 17 contains 153505 members 
Mstep: Class 18 contains 7420 members 
Mstep: Class 19 contains 39472 members 
Mstep: Class 20 contains 25373 members 
Mstep: Class 21 contains 7001 members 
Mstep: Class 22 contains 4011 members 
Mstep: Class 23 contains 64336 members 
Mstep: Class 24 contains 4400 members 
Mstep: Class 25 contains 5319 members 
Mstep: Class 26 contains 65349 members 
Mstep: Class 27 contains 4521 members 
Mstep: Class 28 contains 122152 members 
Mstep: Class 29 contains 13568 members 
Mstep: Class 30 contains 43870 members 
Mstep: Class 31 contains 605861 members 
Mstep: Class 32 contains 1238 members 
Mstep: Class 33 contains 5319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111966760.000000 Penalty: 116180.585938
Iteration 123Q: 34 clusters Score -1.119668e+08 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 3460 members 
Mstep: Class 3 contains 8471 members 
Mstep: Class 4 contains 3065 members 
Mstep: Class 5 contains 17676 members 
Mstep: Class 6 contains 27363 members 
Mstep: Class 7 contains 19426 members 
Mstep: Class 8 contains 6228 members 
Mstep: Class 9 contains 77843 members 
Mstep: Class 10 contains 73659 members 
Mstep: Class 11 contains 4897 members 
Mstep: Class 12 contains 8853 members 
Mstep: Class 13 contains 14221 members 
Mstep: Class 14 contains 4803 members 
Mstep: Class 15 contains 7834 members 
Mstep: Class 16 contains 6145 members 
Mstep: Class 17 contains 153506 members 
Mstep: Class 18 contains 7420 members 
Mstep: Class 19 contains 39482 members 
Mstep: Class 20 contains 25377 members 
Mstep: Class 21 contains 7050 members 
Mstep: Class 22 contains 4019 members 
Mstep: Class 23 contains 64391 members 
Mstep: Class 24 contains 4411 members 
Mstep: Class 25 contains 5320 members 
Mstep: Class 26 contains 65371 members 
Mstep: Class 27 contains 4517 members 
Mstep: Class 28 contains 122155 members 
Mstep: Class 29 contains 13542 members 
Mstep: Class 30 contains 43925 members 
Mstep: Class 31 contains 605498 members 
Mstep: Class 32 contains 1237 members 
Mstep: Class 33 contains 5321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111966912.000000 Penalty: 116180.585938
Iteration 124Q: 34 clusters Score -1.119669e+08 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 3460 members 
Mstep: Class 3 contains 8469 members 
Mstep: Class 4 contains 3067 members 
Mstep: Class 5 contains 17677 members 
Mstep: Class 6 contains 27395 members 
Mstep: Class 7 contains 19424 members 
Mstep: Class 8 contains 6224 members 
Mstep: Class 9 contains 77825 members 
Mstep: Class 10 contains 73658 members 
Mstep: Class 11 contains 4899 members 
Mstep: Class 12 contains 8853 members 
Mstep: Class 13 contains 14223 members 
Mstep: Class 14 contains 4803 members 
Mstep: Class 15 contains 7834 members 
Mstep: Class 16 contains 6145 members 
Mstep: Class 17 contains 153506 members 
Mstep: Class 18 contains 7420 members 
Mstep: Class 19 contains 39490 members 
Mstep: Class 20 contains 25387 members 
Mstep: Class 21 contains 7089 members 
Mstep: Class 22 contains 4023 members 
Mstep: Class 23 contains 64435 members 
Mstep: Class 24 contains 4421 members 
Mstep: Class 25 contains 5323 members 
Mstep: Class 26 contains 65387 members 
Mstep: Class 27 contains 4511 members 
Mstep: Class 28 contains 122163 members 
Mstep: Class 29 contains 13517 members 
Mstep: Class 30 contains 43985 members 
Mstep: Class 31 contains 605136 members 
Mstep: Class 32 contains 1237 members 
Mstep: Class 33 contains 5324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111967000.000000 Penalty: 116180.585938
Iteration 125Q: 34 clusters Score -1.11967e+08 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 3460 members 
Mstep: Class 3 contains 8469 members 
Mstep: Class 4 contains 3068 members 
Mstep: Class 5 contains 17681 members 
Mstep: Class 6 contains 27424 members 
Mstep: Class 7 contains 19426 members 
Mstep: Class 8 contains 6226 members 
Mstep: Class 9 contains 77799 members 
Mstep: Class 10 contains 73648 members 
Mstep: Class 11 contains 4899 members 
Mstep: Class 12 contains 8853 members 
Mstep: Class 13 contains 14224 members 
Mstep: Class 14 contains 4802 members 
Mstep: Class 15 contains 7834 members 
Mstep: Class 16 contains 6145 members 
Mstep: Class 17 contains 153509 members 
Mstep: Class 18 contains 7420 members 
Mstep: Class 19 contains 39503 members 
Mstep: Class 20 contains 25388 members 
Mstep: Class 21 contains 7112 members 
Mstep: Class 22 contains 4023 members 
Mstep: Class 23 contains 64483 members 
Mstep: Class 24 contains 4429 members 
Mstep: Class 25 contains 5326 members 
Mstep: Class 26 contains 65405 members 
Mstep: Class 27 contains 4509 members 
Mstep: Class 28 contains 122189 members 
Mstep: Class 29 contains 13494 members 
Mstep: Class 30 contains 44043 members 
Mstep: Class 31 contains 604740 members 
Mstep: Class 32 contains 1237 members 
Mstep: Class 33 contains 5324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111967176.000000 Penalty: 116180.585938
Iteration 126Q: 34 clusters Score -1.119672e+08 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 3460 members 
Mstep: Class 3 contains 8469 members 
Mstep: Class 4 contains 3070 members 
Mstep: Class 5 contains 17682 members 
Mstep: Class 6 contains 27451 members 
Mstep: Class 7 contains 19431 members 
Mstep: Class 8 contains 6219 members 
Mstep: Class 9 contains 77751 members 
Mstep: Class 10 contains 73644 members 
Mstep: Class 11 contains 4903 members 
Mstep: Class 12 contains 8853 members 
Mstep: Class 13 contains 14228 members 
Mstep: Class 14 contains 4802 members 
Mstep: Class 15 contains 7833 members 
Mstep: Class 16 contains 6145 members 
Mstep: Class 17 contains 153511 members 
Mstep: Class 18 contains 7420 members 
Mstep: Class 19 contains 39509 members 
Mstep: Class 20 contains 25394 members 
Mstep: Class 21 contains 7133 members 
Mstep: Class 22 contains 4025 members 
Mstep: Class 23 contains 64535 members 
Mstep: Class 24 contains 4430 members 
Mstep: Class 25 contains 5329 members 
Mstep: Class 26 contains 65425 members 
Mstep: Class 27 contains 4509 members 
Mstep: Class 28 contains 122214 members 
Mstep: Class 29 contains 13481 members 
Mstep: Class 30 contains 44104 members 
Mstep: Class 31 contains 604319 members 
Mstep: Class 32 contains 1236 members 
Mstep: Class 33 contains 5324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111967472.000000 Penalty: 116180.585938
Iteration 127Q: 34 clusters Score -1.119675e+08 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 3460 members 
Mstep: Class 3 contains 8470 members 
Mstep: Class 4 contains 3074 members 
Mstep: Class 5 contains 17685 members 
Mstep: Class 6 contains 27480 members 
Mstep: Class 7 contains 19423 members 
Mstep: Class 8 contains 6210 members 
Mstep: Class 9 contains 77714 members 
Mstep: Class 10 contains 73644 members 
Mstep: Class 11 contains 4909 members 
Mstep: Class 12 contains 8853 members 
Mstep: Class 13 contains 14227 members 
Mstep: Class 14 contains 4802 members 
Mstep: Class 15 contains 7833 members 
Mstep: Class 16 contains 6145 members 
Mstep: Class 17 contains 153509 members 
Mstep: Class 18 contains 7420 members 
Mstep: Class 19 contains 39515 members 
Mstep: Class 20 contains 25403 members 
Mstep: Class 21 contains 7149 members 
Mstep: Class 22 contains 4025 members 
Mstep: Class 23 contains 64597 members 
Mstep: Class 24 contains 4434 members 
Mstep: Class 25 contains 5330 members 
Mstep: Class 26 contains 65446 members 
Mstep: Class 27 contains 4510 members 
Mstep: Class 28 contains 122237 members 
Mstep: Class 29 contains 13470 members 
Mstep: Class 30 contains 44179 members 
Mstep: Class 31 contains 603870 members 
Mstep: Class 32 contains 1235 members 
Mstep: Class 33 contains 5324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111967504.000000 Penalty: 116180.585938
Iteration 128Q: 34 clusters Score -1.119675e+08 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 3460 members 
Mstep: Class 3 contains 8470 members 
Mstep: Class 4 contains 3077 members 
Mstep: Class 5 contains 17688 members 
Mstep: Class 6 contains 27511 members 
Mstep: Class 7 contains 19429 members 
Mstep: Class 8 contains 6200 members 
Mstep: Class 9 contains 77671 members 
Mstep: Class 10 contains 73640 members 
Mstep: Class 11 contains 4912 members 
Mstep: Class 12 contains 8853 members 
Mstep: Class 13 contains 14232 members 
Mstep: Class 14 contains 4801 members 
Mstep: Class 15 contains 7834 members 
Mstep: Class 16 contains 6145 members 
Mstep: Class 17 contains 153508 members 
Mstep: Class 18 contains 7420 members 
Mstep: Class 19 contains 39517 members 
Mstep: Class 20 contains 25414 members 
Mstep: Class 21 contains 7160 members 
Mstep: Class 22 contains 4028 members 
Mstep: Class 23 contains 64643 members 
Mstep: Class 24 contains 4438 members 
Mstep: Class 25 contains 5327 members 
Mstep: Class 26 contains 65467 members 
Mstep: Class 27 contains 4510 members 
Mstep: Class 28 contains 122250 members 
Mstep: Class 29 contains 13465 members 
Mstep: Class 30 contains 44224 members 
Mstep: Class 31 contains 603489 members 
Mstep: Class 32 contains 1235 members 
Mstep: Class 33 contains 5324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111967768.000000 Penalty: 116180.585938
Iteration 129Q: 34 clusters Score -1.119678e+08 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 3460 members 
Mstep: Class 3 contains 8469 members 
Mstep: Class 4 contains 3078 members 
Mstep: Class 5 contains 17691 members 
Mstep: Class 6 contains 27535 members 
Mstep: Class 7 contains 19437 members 
Mstep: Class 8 contains 6188 members 
Mstep: Class 9 contains 77622 members 
Mstep: Class 10 contains 73631 members 
Mstep: Class 11 contains 4912 members 
Mstep: Class 12 contains 8853 members 
Mstep: Class 13 contains 14242 members 
Mstep: Class 14 contains 4801 members 
Mstep: Class 15 contains 7833 members 
Mstep: Class 16 contains 6146 members 
Mstep: Class 17 contains 153507 members 
Mstep: Class 18 contains 7420 members 
Mstep: Class 19 contains 39521 members 
Mstep: Class 20 contains 25423 members 
Mstep: Class 21 contains 7172 members 
Mstep: Class 22 contains 4032 members 
Mstep: Class 23 contains 64683 members 
Mstep: Class 24 contains 4438 members 
Mstep: Class 25 contains 5328 members 
Mstep: Class 26 contains 65484 members 
Mstep: Class 27 contains 4510 members 
Mstep: Class 28 contains 122236 members 
Mstep: Class 29 contains 13461 members 
Mstep: Class 30 contains 44272 members 
Mstep: Class 31 contains 603198 members 
Mstep: Class 32 contains 1234 members 
Mstep: Class 33 contains 5324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111967824.000000 Penalty: 116180.585938
Iteration 130Q: 34 clusters Score -1.119678e+08 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 3460 members 
Mstep: Class 3 contains 8469 members 
Mstep: Class 4 contains 3076 members 
Mstep: Class 5 contains 17692 members 
Mstep: Class 6 contains 27559 members 
Mstep: Class 7 contains 19439 members 
Mstep: Class 8 contains 6186 members 
Mstep: Class 9 contains 77584 members 
Mstep: Class 10 contains 73633 members 
Mstep: Class 11 contains 4915 members 
Mstep: Class 12 contains 8853 members 
Mstep: Class 13 contains 14248 members 
Mstep: Class 14 contains 4801 members 
Mstep: Class 15 contains 7834 members 
Mstep: Class 16 contains 6145 members 
Mstep: Class 17 contains 153506 members 
Mstep: Class 18 contains 7420 members 
Mstep: Class 19 contains 39526 members 
Mstep: Class 20 contains 25431 members 
Mstep: Class 21 contains 7187 members 
Mstep: Class 22 contains 4033 members 
Mstep: Class 23 contains 64716 members 
Mstep: Class 24 contains 4440 members 
Mstep: Class 25 contains 5329 members 
Mstep: Class 26 contains 65488 members 
Mstep: Class 27 contains 4510 members 
Mstep: Class 28 contains 122209 members 
Mstep: Class 29 contains 13452 members 
Mstep: Class 30 contains 44328 members 
Mstep: Class 31 contains 602953 members 
Mstep: Class 32 contains 1233 members 
Mstep: Class 33 contains 5324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111967752.000000 Penalty: 116180.585938
Iteration 131Q: 34 clusters Score -1.119678e+08 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 3460 members 
Mstep: Class 3 contains 8470 members 
Mstep: Class 4 contains 3079 members 
Mstep: Class 5 contains 17685 members 
Mstep: Class 6 contains 27585 members 
Mstep: Class 7 contains 19438 members 
Mstep: Class 8 contains 6179 members 
Mstep: Class 9 contains 77551 members 
Mstep: Class 10 contains 73632 members 
Mstep: Class 11 contains 4918 members 
Mstep: Class 12 contains 8853 members 
Mstep: Class 13 contains 14251 members 
Mstep: Class 14 contains 4800 members 
Mstep: Class 15 contains 7834 members 
Mstep: Class 16 contains 6144 members 
Mstep: Class 17 contains 153506 members 
Mstep: Class 18 contains 7420 members 
Mstep: Class 19 contains 39528 members 
Mstep: Class 20 contains 25434 members 
Mstep: Class 21 contains 7199 members 
Mstep: Class 22 contains 4036 members 
Mstep: Class 23 contains 64754 members 
Mstep: Class 24 contains 4444 members 
Mstep: Class 25 contains 5329 members 
Mstep: Class 26 contains 65498 members 
Mstep: Class 27 contains 4510 members 
Mstep: Class 28 contains 122196 members 
Mstep: Class 29 contains 13441 members 
Mstep: Class 30 contains 44367 members 
Mstep: Class 31 contains 602753 members 
Mstep: Class 32 contains 1233 members 
Mstep: Class 33 contains 5323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111967736.000000 Penalty: 116180.585938
Iteration 132Q: 34 clusters Score -1.119677e+08 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 3460 members 
Mstep: Class 3 contains 8470 members 
Mstep: Class 4 contains 3080 members 
Mstep: Class 5 contains 17691 members 
Mstep: Class 6 contains 27608 members 
Mstep: Class 7 contains 19445 members 
Mstep: Class 8 contains 6182 members 
Mstep: Class 9 contains 77522 members 
Mstep: Class 10 contains 73630 members 
Mstep: Class 11 contains 4918 members 
Mstep: Class 12 contains 8853 members 
Mstep: Class 13 contains 14253 members 
Mstep: Class 14 contains 4800 members 
Mstep: Class 15 contains 7834 members 
Mstep: Class 16 contains 6144 members 
Mstep: Class 17 contains 153506 members 
Mstep: Class 18 contains 7420 members 
Mstep: Class 19 contains 39530 members 
Mstep: Class 20 contains 25437 members 
Mstep: Class 21 contains 7210 members 
Mstep: Class 22 contains 4039 members 
Mstep: Class 23 contains 64790 members 
Mstep: Class 24 contains 4447 members 
Mstep: Class 25 contains 5330 members 
Mstep: Class 26 contains 65501 members 
Mstep: Class 27 contains 4510 members 
Mstep: Class 28 contains 122179 members 
Mstep: Class 29 contains 13429 members 
Mstep: Class 30 contains 44404 members 
Mstep: Class 31 contains 602585 members 
Mstep: Class 32 contains 1233 members 
Mstep: Class 33 contains 5322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111967584.000000 Penalty: 116180.585938
Iteration 133Q: 34 clusters Score -1.119676e+08 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 3460 members 
Mstep: Class 3 contains 8472 members 
Mstep: Class 4 contains 3082 members 
Mstep: Class 5 contains 17697 members 
Mstep: Class 6 contains 27634 members 
Mstep: Class 7 contains 19442 members 
Mstep: Class 8 contains 6190 members 
Mstep: Class 9 contains 77509 members 
Mstep: Class 10 contains 73625 members 
Mstep: Class 11 contains 4919 members 
Mstep: Class 12 contains 8853 members 
Mstep: Class 13 contains 14258 members 
Mstep: Class 14 contains 4800 members 
Mstep: Class 15 contains 7834 members 
Mstep: Class 16 contains 6142 members 
Mstep: Class 17 contains 153504 members 
Mstep: Class 18 contains 7419 members 
Mstep: Class 19 contains 39531 members 
Mstep: Class 20 contains 25443 members 
Mstep: Class 21 contains 7216 members 
Mstep: Class 22 contains 4042 members 
Mstep: Class 23 contains 64825 members 
Mstep: Class 24 contains 4449 members 
Mstep: Class 25 contains 5332 members 
Mstep: Class 26 contains 65508 members 
Mstep: Class 27 contains 4510 members 
Mstep: Class 28 contains 122173 members 
Mstep: Class 29 contains 13428 members 
Mstep: Class 30 contains 44425 members 
Mstep: Class 31 contains 602412 members 
Mstep: Class 32 contains 1233 members 
Mstep: Class 33 contains 5322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111967560.000000 Penalty: 116180.585938
Iteration 134Q: 34 clusters Score -1.119676e+08 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 3460 members 
Mstep: Class 3 contains 8475 members 
Mstep: Class 4 contains 3083 members 
Mstep: Class 5 contains 17701 members 
Mstep: Class 6 contains 27662 members 
Mstep: Class 7 contains 19441 members 
Mstep: Class 8 contains 6190 members 
Mstep: Class 9 contains 77496 members 
Mstep: Class 10 contains 73620 members 
Mstep: Class 11 contains 4921 members 
Mstep: Class 12 contains 8853 members 
Mstep: Class 13 contains 14256 members 
Mstep: Class 14 contains 4800 members 
Mstep: Class 15 contains 7834 members 
Mstep: Class 16 contains 6143 members 
Mstep: Class 17 contains 153505 members 
Mstep: Class 18 contains 7419 members 
Mstep: Class 19 contains 39534 members 
Mstep: Class 20 contains 25442 members 
Mstep: Class 21 contains 7222 members 
Mstep: Class 22 contains 4046 members 
Mstep: Class 23 contains 64862 members 
Mstep: Class 24 contains 4449 members 
Mstep: Class 25 contains 5332 members 
Mstep: Class 26 contains 65510 members 
Mstep: Class 27 contains 4510 members 
Mstep: Class 28 contains 122158 members 
Mstep: Class 29 contains 13429 members 
Mstep: Class 30 contains 44452 members 
Mstep: Class 31 contains 602271 members 
Mstep: Class 32 contains 1233 members 
Mstep: Class 33 contains 5320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111967584.000000 Penalty: 116180.585938
Iteration 135Q: 34 clusters Score -1.119676e+08 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 3460 members 
Mstep: Class 3 contains 8477 members 
Mstep: Class 4 contains 3084 members 
Mstep: Class 5 contains 17708 members 
Mstep: Class 6 contains 27691 members 
Mstep: Class 7 contains 19439 members 
Mstep: Class 8 contains 6193 members 
Mstep: Class 9 contains 77481 members 
Mstep: Class 10 contains 73617 members 
Mstep: Class 11 contains 4921 members 
Mstep: Class 12 contains 8853 members 
Mstep: Class 13 contains 14250 members 
Mstep: Class 14 contains 4800 members 
Mstep: Class 15 contains 7834 members 
Mstep: Class 16 contains 6144 members 
Mstep: Class 17 contains 153503 members 
Mstep: Class 18 contains 7419 members 
Mstep: Class 19 contains 39536 members 
Mstep: Class 20 contains 25443 members 
Mstep: Class 21 contains 7226 members 
Mstep: Class 22 contains 4050 members 
Mstep: Class 23 contains 64899 members 
Mstep: Class 24 contains 4449 members 
Mstep: Class 25 contains 5332 members 
Mstep: Class 26 contains 65516 members 
Mstep: Class 27 contains 4510 members 
Mstep: Class 28 contains 122153 members 
Mstep: Class 29 contains 13415 members 
Mstep: Class 30 contains 44482 members 
Mstep: Class 31 contains 602132 members 
Mstep: Class 32 contains 1233 members 
Mstep: Class 33 contains 5319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111967792.000000 Penalty: 116180.585938
Iteration 136Q: 34 clusters Score -1.119678e+08 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 3460 members 
Mstep: Class 3 contains 8478 members 
Mstep: Class 4 contains 3083 members 
Mstep: Class 5 contains 17713 members 
Mstep: Class 6 contains 27718 members 
Mstep: Class 7 contains 19444 members 
Mstep: Class 8 contains 6166 members 
Mstep: Class 9 contains 77461 members 
Mstep: Class 10 contains 73614 members 
Mstep: Class 11 contains 4922 members 
Mstep: Class 12 contains 8853 members 
Mstep: Class 13 contains 14245 members 
Mstep: Class 14 contains 4800 members 
Mstep: Class 15 contains 7834 members 
Mstep: Class 16 contains 6146 members 
Mstep: Class 17 contains 153502 members 
Mstep: Class 18 contains 7419 members 
Mstep: Class 19 contains 39539 members 
Mstep: Class 20 contains 25442 members 
Mstep: Class 21 contains 7230 members 
Mstep: Class 22 contains 4061 members 
Mstep: Class 23 contains 64937 members 
Mstep: Class 24 contains 4450 members 
Mstep: Class 25 contains 5331 members 
Mstep: Class 26 contains 65525 members 
Mstep: Class 27 contains 4510 members 
Mstep: Class 28 contains 122141 members 
Mstep: Class 29 contains 13417 members 
Mstep: Class 30 contains 44505 members 
Mstep: Class 31 contains 602028 members 
Mstep: Class 32 contains 1233 members 
Mstep: Class 33 contains 5317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111967912.000000 Penalty: 116180.585938
Iteration 137Q: 34 clusters Score -1.119679e+08 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 3460 members 
Mstep: Class 3 contains 8478 members 
Mstep: Class 4 contains 3082 members 
Mstep: Class 5 contains 17715 members 
Mstep: Class 6 contains 27735 members 
Mstep: Class 7 contains 19438 members 
Mstep: Class 8 contains 6154 members 
Mstep: Class 9 contains 77443 members 
Mstep: Class 10 contains 73615 members 
Mstep: Class 11 contains 4924 members 
Mstep: Class 12 contains 8853 members 
Mstep: Class 13 contains 14237 members 
Mstep: Class 14 contains 4800 members 
Mstep: Class 15 contains 7834 members 
Mstep: Class 16 contains 6146 members 
Mstep: Class 17 contains 153501 members 
Mstep: Class 18 contains 7419 members 
Mstep: Class 19 contains 39543 members 
Mstep: Class 20 contains 25442 members 
Mstep: Class 21 contains 7234 members 
Mstep: Class 22 contains 4072 members 
Mstep: Class 23 contains 64964 members 
Mstep: Class 24 contains 4451 members 
Mstep: Class 25 contains 5330 members 
Mstep: Class 26 contains 65538 members 
Mstep: Class 27 contains 4510 members 
Mstep: Class 28 contains 122121 members 
Mstep: Class 29 contains 13415 members 
Mstep: Class 30 contains 44538 members 
Mstep: Class 31 contains 601939 members 
Mstep: Class 32 contains 1233 members 
Mstep: Class 33 contains 5317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111967768.000000 Penalty: 116180.585938
Iteration 138Q: 34 clusters Score -1.119678e+08 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 3460 members 
Mstep: Class 3 contains 8478 members 
Mstep: Class 4 contains 3081 members 
Mstep: Class 5 contains 17719 members 
Mstep: Class 6 contains 27757 members 
Mstep: Class 7 contains 19440 members 
Mstep: Class 8 contains 6138 members 
Mstep: Class 9 contains 77442 members 
Mstep: Class 10 contains 73618 members 
Mstep: Class 11 contains 4927 members 
Mstep: Class 12 contains 8853 members 
Mstep: Class 13 contains 14233 members 
Mstep: Class 14 contains 4800 members 
Mstep: Class 15 contains 7834 members 
Mstep: Class 16 contains 6146 members 
Mstep: Class 17 contains 153499 members 
Mstep: Class 18 contains 7419 members 
Mstep: Class 19 contains 39544 members 
Mstep: Class 20 contains 25444 members 
Mstep: Class 21 contains 7235 members 
Mstep: Class 22 contains 4079 members 
Mstep: Class 23 contains 64988 members 
Mstep: Class 24 contains 4451 members 
Mstep: Class 25 contains 5329 members 
Mstep: Class 26 contains 65545 members 
Mstep: Class 27 contains 4510 members 
Mstep: Class 28 contains 122115 members 
Mstep: Class 29 contains 13408 members 
Mstep: Class 30 contains 44575 members 
Mstep: Class 31 contains 601840 members 
Mstep: Class 32 contains 1233 members 
Mstep: Class 33 contains 5317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111967824.000000 Penalty: 116180.585938
Iteration 139Q: 34 clusters Score -1.119678e+08 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 3460 members 
Mstep: Class 3 contains 8478 members 
Mstep: Class 4 contains 3081 members 
Mstep: Class 5 contains 17727 members 
Mstep: Class 6 contains 27771 members 
Mstep: Class 7 contains 19443 members 
Mstep: Class 8 contains 6123 members 
Mstep: Class 9 contains 77441 members 
Mstep: Class 10 contains 73622 members 
Mstep: Class 11 contains 4930 members 
Mstep: Class 12 contains 8853 members 
Mstep: Class 13 contains 14229 members 
Mstep: Class 14 contains 4800 members 
Mstep: Class 15 contains 7834 members 
Mstep: Class 16 contains 6146 members 
Mstep: Class 17 contains 153497 members 
Mstep: Class 18 contains 7419 members 
Mstep: Class 19 contains 39544 members 
Mstep: Class 20 contains 25445 members 
Mstep: Class 21 contains 7238 members 
Mstep: Class 22 contains 4087 members 
Mstep: Class 23 contains 65013 members 
Mstep: Class 24 contains 4451 members 
Mstep: Class 25 contains 5329 members 
Mstep: Class 26 contains 65549 members 
Mstep: Class 27 contains 4510 members 
Mstep: Class 28 contains 122100 members 
Mstep: Class 29 contains 13398 members 
Mstep: Class 30 contains 44604 members 
Mstep: Class 31 contains 601753 members 
Mstep: Class 32 contains 1233 members 
Mstep: Class 33 contains 5317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111967848.000000 Penalty: 116180.585938
Iteration 140F: 34 clusters Score -1.119678e+08 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 3460 members 
Mstep: Class 3 contains 8478 members 
Mstep: Class 4 contains 3082 members 
Mstep: Class 5 contains 17732 members 
Mstep: Class 6 contains 27790 members 
Mstep: Class 7 contains 19443 members 
Mstep: Class 8 contains 6118 members 
Mstep: Class 9 contains 77441 members 
Mstep: Class 10 contains 73617 members 
Mstep: Class 11 contains 4930 members 
Mstep: Class 12 contains 8853 members 
Mstep: Class 13 contains 14224 members 
Mstep: Class 14 contains 4800 members 
Mstep: Class 15 contains 7834 members 
Mstep: Class 16 contains 6146 members 
Mstep: Class 17 contains 153494 members 
Mstep: Class 18 contains 7419 members 
Mstep: Class 19 contains 39546 members 
Mstep: Class 20 contains 25445 members 
Mstep: Class 21 contains 7242 members 
Mstep: Class 22 contains 4086 members 
Mstep: Class 23 contains 65037 members 
Mstep: Class 24 contains 4451 members 
Mstep: Class 25 contains 5331 members 
Mstep: Class 26 contains 65557 members 
Mstep: Class 27 contains 4510 members 
Mstep: Class 28 contains 122088 members 
Mstep: Class 29 contains 13402 members 
Mstep: Class 30 contains 44625 members 
Mstep: Class 31 contains 601547 members 
Mstep: Class 32 contains 1233 members 
Mstep: Class 33 contains 5317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111967784.000000 Penalty: 116180.585938
Iteration 141Q: 34 clusters Score -1.119678e+08 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 3460 members 
Mstep: Class 3 contains 8478 members 
Mstep: Class 4 contains 3083 members 
Mstep: Class 5 contains 17732 members 
Mstep: Class 6 contains 27799 members 
Mstep: Class 7 contains 19445 members 
Mstep: Class 8 contains 6120 members 
Mstep: Class 9 contains 77431 members 
Mstep: Class 10 contains 73613 members 
Mstep: Class 11 contains 4930 members 
Mstep: Class 12 contains 8853 members 
Mstep: Class 13 contains 14222 members 
Mstep: Class 14 contains 4800 members 
Mstep: Class 15 contains 7834 members 
Mstep: Class 16 contains 6146 members 
Mstep: Class 17 contains 153494 members 
Mstep: Class 18 contains 7419 members 
Mstep: Class 19 contains 39547 members 
Mstep: Class 20 contains 25448 members 
Mstep: Class 21 contains 7246 members 
Mstep: Class 22 contains 4087 members 
Mstep: Class 23 contains 65063 members 
Mstep: Class 24 contains 4451 members 
Mstep: Class 25 contains 5332 members 
Mstep: Class 26 contains 65566 members 
Mstep: Class 27 contains 4510 members 
Mstep: Class 28 contains 122073 members 
Mstep: Class 29 contains 13410 members 
Mstep: Class 30 contains 44666 members 
Mstep: Class 31 contains 601326 members 
Mstep: Class 32 contains 1232 members 
Mstep: Class 33 contains 5317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111968040.000000 Penalty: 116180.585938
Iteration 142Q: 34 clusters Score -1.11968e+08 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 3460 members 
Mstep: Class 3 contains 8478 members 
Mstep: Class 4 contains 3085 members 
Mstep: Class 5 contains 17735 members 
Mstep: Class 6 contains 27813 members 
Mstep: Class 7 contains 19444 members 
Mstep: Class 8 contains 6115 members 
Mstep: Class 9 contains 77427 members 
Mstep: Class 10 contains 73612 members 
Mstep: Class 11 contains 4930 members 
Mstep: Class 12 contains 8853 members 
Mstep: Class 13 contains 14222 members 
Mstep: Class 14 contains 4800 members 
Mstep: Class 15 contains 7834 members 
Mstep: Class 16 contains 6146 members 
Mstep: Class 17 contains 153494 members 
Mstep: Class 18 contains 7419 members 
Mstep: Class 19 contains 39548 members 
Mstep: Class 20 contains 25448 members 
Mstep: Class 21 contains 7248 members 
Mstep: Class 22 contains 4089 members 
Mstep: Class 23 contains 65086 members 
Mstep: Class 24 contains 4451 members 
Mstep: Class 25 contains 5335 members 
Mstep: Class 26 contains 65578 members 
Mstep: Class 27 contains 4510 members 
Mstep: Class 28 contains 122074 members 
Mstep: Class 29 contains 13414 members 
Mstep: Class 30 contains 44703 members 
Mstep: Class 31 contains 601111 members 
Mstep: Class 32 contains 1231 members 
Mstep: Class 33 contains 5317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111967864.000000 Penalty: 116180.585938
Iteration 143Q: 34 clusters Score -1.119679e+08 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 3459 members 
Mstep: Class 3 contains 8478 members 
Mstep: Class 4 contains 3086 members 
Mstep: Class 5 contains 17737 members 
Mstep: Class 6 contains 27833 members 
Mstep: Class 7 contains 19444 members 
Mstep: Class 8 contains 6113 members 
Mstep: Class 9 contains 77428 members 
Mstep: Class 10 contains 73609 members 
Mstep: Class 11 contains 4931 members 
Mstep: Class 12 contains 8853 members 
Mstep: Class 13 contains 14225 members 
Mstep: Class 14 contains 4801 members 
Mstep: Class 15 contains 7834 members 
Mstep: Class 16 contains 6146 members 
Mstep: Class 17 contains 153492 members 
Mstep: Class 18 contains 7419 members 
Mstep: Class 19 contains 39551 members 
Mstep: Class 20 contains 25449 members 
Mstep: Class 21 contains 7248 members 
Mstep: Class 22 contains 4087 members 
Mstep: Class 23 contains 65107 members 
Mstep: Class 24 contains 4451 members 
Mstep: Class 25 contains 5335 members 
Mstep: Class 26 contains 65587 members 
Mstep: Class 27 contains 4510 members 
Mstep: Class 28 contains 122076 members 
Mstep: Class 29 contains 13416 members 
Mstep: Class 30 contains 44742 members 
Mstep: Class 31 contains 600911 members 
Mstep: Class 32 contains 1230 members 
Mstep: Class 33 contains 5317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111967848.000000 Penalty: 116180.585938
Iteration 144Q: 34 clusters Score -1.119678e+08 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 3459 members 
Mstep: Class 3 contains 8478 members 
Mstep: Class 4 contains 3085 members 
Mstep: Class 5 contains 17745 members 
Mstep: Class 6 contains 27846 members 
Mstep: Class 7 contains 19448 members 
Mstep: Class 8 contains 6107 members 
Mstep: Class 9 contains 77424 members 
Mstep: Class 10 contains 73609 members 
Mstep: Class 11 contains 4930 members 
Mstep: Class 12 contains 8853 members 
Mstep: Class 13 contains 14228 members 
Mstep: Class 14 contains 4801 members 
Mstep: Class 15 contains 7834 members 
Mstep: Class 16 contains 6146 members 
Mstep: Class 17 contains 153489 members 
Mstep: Class 18 contains 7419 members 
Mstep: Class 19 contains 39552 members 
Mstep: Class 20 contains 25450 members 
Mstep: Class 21 contains 7248 members 
Mstep: Class 22 contains 4089 members 
Mstep: Class 23 contains 65134 members 
Mstep: Class 24 contains 4451 members 
Mstep: Class 25 contains 5333 members 
Mstep: Class 26 contains 65598 members 
Mstep: Class 27 contains 4510 members 
Mstep: Class 28 contains 122081 members 
Mstep: Class 29 contains 13419 members 
Mstep: Class 30 contains 44780 members 
Mstep: Class 31 contains 600723 members 
Mstep: Class 32 contains 1230 members 
Mstep: Class 33 contains 5317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111967704.000000 Penalty: 116180.585938
Iteration 145Q: 34 clusters Score -1.119677e+08 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 3459 members 
Mstep: Class 3 contains 8477 members 
Mstep: Class 4 contains 3088 members 
Mstep: Class 5 contains 17750 members 
Mstep: Class 6 contains 27859 members 
Mstep: Class 7 contains 19447 members 
Mstep: Class 8 contains 6099 members 
Mstep: Class 9 contains 77413 members 
Mstep: Class 10 contains 73606 members 
Mstep: Class 11 contains 4933 members 
Mstep: Class 12 contains 8853 members 
Mstep: Class 13 contains 14232 members 
Mstep: Class 14 contains 4801 members 
Mstep: Class 15 contains 7834 members 
Mstep: Class 16 contains 6146 members 
Mstep: Class 17 contains 153488 members 
Mstep: Class 18 contains 7419 members 
Mstep: Class 19 contains 39554 members 
Mstep: Class 20 contains 25454 members 
Mstep: Class 21 contains 7248 members 
Mstep: Class 22 contains 4089 members 
Mstep: Class 23 contains 65158 members 
Mstep: Class 24 contains 4451 members 
Mstep: Class 25 contains 5332 members 
Mstep: Class 26 contains 65614 members 
Mstep: Class 27 contains 4510 members 
Mstep: Class 28 contains 122070 members 
Mstep: Class 29 contains 13432 members 
Mstep: Class 30 contains 44817 members 
Mstep: Class 31 contains 600571 members 
Mstep: Class 32 contains 1230 members 
Mstep: Class 33 contains 5317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111967744.000000 Penalty: 116180.585938
Iteration 146Q: 34 clusters Score -1.119677e+08 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 3459 members 
Mstep: Class 3 contains 8475 members 
Mstep: Class 4 contains 3089 members 
Mstep: Class 5 contains 17753 members 
Mstep: Class 6 contains 27871 members 
Mstep: Class 7 contains 19439 members 
Mstep: Class 8 contains 6094 members 
Mstep: Class 9 contains 77402 members 
Mstep: Class 10 contains 73602 members 
Mstep: Class 11 contains 4934 members 
Mstep: Class 12 contains 8853 members 
Mstep: Class 13 contains 14233 members 
Mstep: Class 14 contains 4801 members 
Mstep: Class 15 contains 7835 members 
Mstep: Class 16 contains 6146 members 
Mstep: Class 17 contains 153487 members 
Mstep: Class 18 contains 7419 members 
Mstep: Class 19 contains 39557 members 
Mstep: Class 20 contains 25457 members 
Mstep: Class 21 contains 7247 members 
Mstep: Class 22 contains 4090 members 
Mstep: Class 23 contains 65179 members 
Mstep: Class 24 contains 4451 members 
Mstep: Class 25 contains 5336 members 
Mstep: Class 26 contains 65628 members 
Mstep: Class 27 contains 4510 members 
Mstep: Class 28 contains 122063 members 
Mstep: Class 29 contains 13445 members 
Mstep: Class 30 contains 44845 members 
Mstep: Class 31 contains 600454 members 
Mstep: Class 32 contains 1230 members 
Mstep: Class 33 contains 5317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111967792.000000 Penalty: 116180.585938
Iteration 147Q: 34 clusters Score -1.119678e+08 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 3459 members 
Mstep: Class 3 contains 8475 members 
Mstep: Class 4 contains 3086 members 
Mstep: Class 5 contains 17758 members 
Mstep: Class 6 contains 27887 members 
Mstep: Class 7 contains 19434 members 
Mstep: Class 8 contains 6082 members 
Mstep: Class 9 contains 77391 members 
Mstep: Class 10 contains 73602 members 
Mstep: Class 11 contains 4938 members 
Mstep: Class 12 contains 8853 members 
Mstep: Class 13 contains 14230 members 
Mstep: Class 14 contains 4801 members 
Mstep: Class 15 contains 7836 members 
Mstep: Class 16 contains 6146 members 
Mstep: Class 17 contains 153487 members 
Mstep: Class 18 contains 7418 members 
Mstep: Class 19 contains 39560 members 
Mstep: Class 20 contains 25459 members 
Mstep: Class 21 contains 7247 members 
Mstep: Class 22 contains 4091 members 
Mstep: Class 23 contains 65200 members 
Mstep: Class 24 contains 4451 members 
Mstep: Class 25 contains 5336 members 
Mstep: Class 26 contains 65639 members 
Mstep: Class 27 contains 4510 members 
Mstep: Class 28 contains 122047 members 
Mstep: Class 29 contains 13454 members 
Mstep: Class 30 contains 44883 members 
Mstep: Class 31 contains 600365 members 
Mstep: Class 32 contains 1230 members 
Mstep: Class 33 contains 5317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111967728.000000 Penalty: 116180.585938
Iteration 148Q: 34 clusters Score -1.119677e+08 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 3459 members 
Mstep: Class 3 contains 8475 members 
Mstep: Class 4 contains 3085 members 
Mstep: Class 5 contains 17761 members 
Mstep: Class 6 contains 27898 members 
Mstep: Class 7 contains 19434 members 
Mstep: Class 8 contains 6074 members 
Mstep: Class 9 contains 77378 members 
Mstep: Class 10 contains 73598 members 
Mstep: Class 11 contains 4942 members 
Mstep: Class 12 contains 8853 members 
Mstep: Class 13 contains 14231 members 
Mstep: Class 14 contains 4801 members 
Mstep: Class 15 contains 7837 members 
Mstep: Class 16 contains 6146 members 
Mstep: Class 17 contains 153486 members 
Mstep: Class 18 contains 7417 members 
Mstep: Class 19 contains 39562 members 
Mstep: Class 20 contains 25460 members 
Mstep: Class 21 contains 7247 members 
Mstep: Class 22 contains 4090 members 
Mstep: Class 23 contains 65220 members 
Mstep: Class 24 contains 4451 members 
Mstep: Class 25 contains 5337 members 
Mstep: Class 26 contains 65645 members 
Mstep: Class 27 contains 4510 members 
Mstep: Class 28 contains 122032 members 
Mstep: Class 29 contains 13465 members 
Mstep: Class 30 contains 44913 members 
Mstep: Class 31 contains 600292 members 
Mstep: Class 32 contains 1230 members 
Mstep: Class 33 contains 5317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111967800.000000 Penalty: 116180.585938
Iteration 149Q: 34 clusters Score -1.119678e+08 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 3459 members 
Mstep: Class 3 contains 8475 members 
Mstep: Class 4 contains 3086 members 
Mstep: Class 5 contains 17769 members 
Mstep: Class 6 contains 27908 members 
Mstep: Class 7 contains 19429 members 
Mstep: Class 8 contains 6079 members 
Mstep: Class 9 contains 77369 members 
Mstep: Class 10 contains 73588 members 
Mstep: Class 11 contains 4947 members 
Mstep: Class 12 contains 8853 members 
Mstep: Class 13 contains 14234 members 
Mstep: Class 14 contains 4801 members 
Mstep: Class 15 contains 7837 members 
Mstep: Class 16 contains 6146 members 
Mstep: Class 17 contains 153486 members 
Mstep: Class 18 contains 7417 members 
Mstep: Class 19 contains 39565 members 
Mstep: Class 20 contains 25462 members 
Mstep: Class 21 contains 7247 members 
Mstep: Class 22 contains 4092 members 
Mstep: Class 23 contains 65239 members 
Mstep: Class 24 contains 4451 members 
Mstep: Class 25 contains 5338 members 
Mstep: Class 26 contains 65651 members 
Mstep: Class 27 contains 4510 members 
Mstep: Class 28 contains 122012 members 
Mstep: Class 29 contains 13475 members 
Mstep: Class 30 contains 44946 members 
Mstep: Class 31 contains 600197 members 
Mstep: Class 32 contains 1230 members 
Mstep: Class 33 contains 5317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111967760.000000 Penalty: 116180.585938
Iteration 150Q: 34 clusters Score -1.119678e+08 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 3459 members 
Mstep: Class 3 contains 8475 members 
Mstep: Class 4 contains 3087 members 
Mstep: Class 5 contains 17775 members 
Mstep: Class 6 contains 27928 members 
Mstep: Class 7 contains 19427 members 
Mstep: Class 8 contains 6078 members 
Mstep: Class 9 contains 77364 members 
Mstep: Class 10 contains 73586 members 
Mstep: Class 11 contains 4945 members 
Mstep: Class 12 contains 8853 members 
Mstep: Class 13 contains 14234 members 
Mstep: Class 14 contains 4801 members 
Mstep: Class 15 contains 7837 members 
Mstep: Class 16 contains 6146 members 
Mstep: Class 17 contains 153485 members 
Mstep: Class 18 contains 7417 members 
Mstep: Class 19 contains 39566 members 
Mstep: Class 20 contains 25466 members 
Mstep: Class 21 contains 7247 members 
Mstep: Class 22 contains 4093 members 
Mstep: Class 23 contains 65257 members 
Mstep: Class 24 contains 4451 members 
Mstep: Class 25 contains 5340 members 
Mstep: Class 26 contains 65659 members 
Mstep: Class 27 contains 4510 members 
Mstep: Class 28 contains 121999 members 
Mstep: Class 29 contains 13488 members 
Mstep: Class 30 contains 44964 members 
Mstep: Class 31 contains 600115 members 
Mstep: Class 32 contains 1230 members 
Mstep: Class 33 contains 5317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111967696.000000 Penalty: 116180.585938
Iteration 151Q: 34 clusters Score -1.119677e+08 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 3459 members 
Mstep: Class 3 contains 8475 members 
Mstep: Class 4 contains 3088 members 
Mstep: Class 5 contains 17776 members 
Mstep: Class 6 contains 27942 members 
Mstep: Class 7 contains 19429 members 
Mstep: Class 8 contains 6081 members 
Mstep: Class 9 contains 77353 members 
Mstep: Class 10 contains 73574 members 
Mstep: Class 11 contains 4944 members 
Mstep: Class 12 contains 8853 members 
Mstep: Class 13 contains 14237 members 
Mstep: Class 14 contains 4800 members 
Mstep: Class 15 contains 7838 members 
Mstep: Class 16 contains 6146 members 
Mstep: Class 17 contains 153486 members 
Mstep: Class 18 contains 7417 members 
Mstep: Class 19 contains 39569 members 
Mstep: Class 20 contains 25468 members 
Mstep: Class 21 contains 7247 members 
Mstep: Class 22 contains 4093 members 
Mstep: Class 23 contains 65278 members 
Mstep: Class 24 contains 4451 members 
Mstep: Class 25 contains 5340 members 
Mstep: Class 26 contains 65671 members 
Mstep: Class 27 contains 4510 members 
Mstep: Class 28 contains 121985 members 
Mstep: Class 29 contains 13502 members 
Mstep: Class 30 contains 44977 members 
Mstep: Class 31 contains 600055 members 
Mstep: Class 32 contains 1230 members 
Mstep: Class 33 contains 5317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111967656.000000 Penalty: 116180.585938
Iteration 152Q: 34 clusters Score -1.119677e+08 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 3459 members 
Mstep: Class 3 contains 8475 members 
Mstep: Class 4 contains 3088 members 
Mstep: Class 5 contains 17780 members 
Mstep: Class 6 contains 27956 members 
Mstep: Class 7 contains 19425 members 
Mstep: Class 8 contains 6090 members 
Mstep: Class 9 contains 77339 members 
Mstep: Class 10 contains 73569 members 
Mstep: Class 11 contains 4945 members 
Mstep: Class 12 contains 8853 members 
Mstep: Class 13 contains 14242 members 
Mstep: Class 14 contains 4800 members 
Mstep: Class 15 contains 7838 members 
Mstep: Class 16 contains 6146 members 
Mstep: Class 17 contains 153486 members 
Mstep: Class 18 contains 7417 members 
Mstep: Class 19 contains 39572 members 
Mstep: Class 20 contains 25470 members 
Mstep: Class 21 contains 7248 members 
Mstep: Class 22 contains 4095 members 
Mstep: Class 23 contains 65293 members 
Mstep: Class 24 contains 4451 members 
Mstep: Class 25 contains 5341 members 
Mstep: Class 26 contains 65674 members 
Mstep: Class 27 contains 4510 members 
Mstep: Class 28 contains 121969 members 
Mstep: Class 29 contains 13512 members 
Mstep: Class 30 contains 44997 members 
Mstep: Class 31 contains 599988 members 
Mstep: Class 32 contains 1230 members 
Mstep: Class 33 contains 5317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111967648.000000 Penalty: 116180.585938
Iteration 153Q: 34 clusters Score -1.119676e+08 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 3458 members 
Mstep: Class 3 contains 8475 members 
Mstep: Class 4 contains 3086 members 
Mstep: Class 5 contains 17780 members 
Mstep: Class 6 contains 27978 members 
Mstep: Class 7 contains 19424 members 
Mstep: Class 8 contains 6086 members 
Mstep: Class 9 contains 77328 members 
Mstep: Class 10 contains 73561 members 
Mstep: Class 11 contains 4949 members 
Mstep: Class 12 contains 8853 members 
Mstep: Class 13 contains 14241 members 
Mstep: Class 14 contains 4800 members 
Mstep: Class 15 contains 7838 members 
Mstep: Class 16 contains 6146 members 
Mstep: Class 17 contains 153486 members 
Mstep: Class 18 contains 7417 members 
Mstep: Class 19 contains 39575 members 
Mstep: Class 20 contains 25473 members 
Mstep: Class 21 contains 7248 members 
Mstep: Class 22 contains 4095 members 
Mstep: Class 23 contains 65313 members 
Mstep: Class 24 contains 4452 members 
Mstep: Class 25 contains 5341 members 
Mstep: Class 26 contains 65675 members 
Mstep: Class 27 contains 4510 members 
Mstep: Class 28 contains 121965 members 
Mstep: Class 29 contains 13519 members 
Mstep: Class 30 contains 45015 members 
Mstep: Class 31 contains 599922 members 
Mstep: Class 32 contains 1231 members 
Mstep: Class 33 contains 5317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111967648.000000 Penalty: 116180.585938
Iteration 154Q: 34 clusters Score -1.119676e+08 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 3458 members 
Mstep: Class 3 contains 8475 members 
Mstep: Class 4 contains 3085 members 
Mstep: Class 5 contains 17785 members 
Mstep: Class 6 contains 27999 members 
Mstep: Class 7 contains 19427 members 
Mstep: Class 8 contains 6088 members 
Mstep: Class 9 contains 77308 members 
Mstep: Class 10 contains 73552 members 
Mstep: Class 11 contains 4952 members 
Mstep: Class 12 contains 8853 members 
Mstep: Class 13 contains 14240 members 
Mstep: Class 14 contains 4800 members 
Mstep: Class 15 contains 7839 members 
Mstep: Class 16 contains 6147 members 
Mstep: Class 17 contains 153486 members 
Mstep: Class 18 contains 7417 members 
Mstep: Class 19 contains 39579 members 
Mstep: Class 20 contains 25474 members 
Mstep: Class 21 contains 7249 members 
Mstep: Class 22 contains 4094 members 
Mstep: Class 23 contains 65331 members 
Mstep: Class 24 contains 4452 members 
Mstep: Class 25 contains 5341 members 
Mstep: Class 26 contains 65676 members 
Mstep: Class 27 contains 4510 members 
Mstep: Class 28 contains 121961 members 
Mstep: Class 29 contains 13524 members 
Mstep: Class 30 contains 45040 members 
Mstep: Class 31 contains 599852 members 
Mstep: Class 32 contains 1231 members 
Mstep: Class 33 contains 5317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111967608.000000 Penalty: 116180.585938
Iteration 155Q: 34 clusters Score -1.119676e+08 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 3458 members 
Mstep: Class 3 contains 8476 members 
Mstep: Class 4 contains 3081 members 
Mstep: Class 5 contains 17794 members 
Mstep: Class 6 contains 28016 members 
Mstep: Class 7 contains 19427 members 
Mstep: Class 8 contains 6094 members 
Mstep: Class 9 contains 77286 members 
Mstep: Class 10 contains 73549 members 
Mstep: Class 11 contains 4954 members 
Mstep: Class 12 contains 8853 members 
Mstep: Class 13 contains 14242 members 
Mstep: Class 14 contains 4800 members 
Mstep: Class 15 contains 7841 members 
Mstep: Class 16 contains 6146 members 
Mstep: Class 17 contains 153486 members 
Mstep: Class 18 contains 7417 members 
Mstep: Class 19 contains 39582 members 
Mstep: Class 20 contains 25475 members 
Mstep: Class 21 contains 7249 members 
Mstep: Class 22 contains 4094 members 
Mstep: Class 23 contains 65345 members 
Mstep: Class 24 contains 4454 members 
Mstep: Class 25 contains 5340 members 
Mstep: Class 26 contains 65674 members 
Mstep: Class 27 contains 4510 members 
Mstep: Class 28 contains 121958 members 
Mstep: Class 29 contains 13527 members 
Mstep: Class 30 contains 45061 members 
Mstep: Class 31 contains 599796 members 
Mstep: Class 32 contains 1230 members 
Mstep: Class 33 contains 5317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111967616.000000 Penalty: 116180.585938
Iteration 156Q: 34 clusters Score -1.119676e+08 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 3458 members 
Mstep: Class 3 contains 8477 members 
Mstep: Class 4 contains 3078 members 
Mstep: Class 5 contains 17799 members 
Mstep: Class 6 contains 28038 members 
Mstep: Class 7 contains 19428 members 
Mstep: Class 8 contains 6104 members 
Mstep: Class 9 contains 77260 members 
Mstep: Class 10 contains 73539 members 
Mstep: Class 11 contains 4954 members 
Mstep: Class 12 contains 8853 members 
Mstep: Class 13 contains 14239 members 
Mstep: Class 14 contains 4800 members 
Mstep: Class 15 contains 7842 members 
Mstep: Class 16 contains 6146 members 
Mstep: Class 17 contains 153487 members 
Mstep: Class 18 contains 7417 members 
Mstep: Class 19 contains 39583 members 
Mstep: Class 20 contains 25479 members 
Mstep: Class 21 contains 7250 members 
Mstep: Class 22 contains 4092 members 
Mstep: Class 23 contains 65360 members 
Mstep: Class 24 contains 4455 members 
Mstep: Class 25 contains 5342 members 
Mstep: Class 26 contains 65673 members 
Mstep: Class 27 contains 4510 members 
Mstep: Class 28 contains 121950 members 
Mstep: Class 29 contains 13538 members 
Mstep: Class 30 contains 45081 members 
Mstep: Class 31 contains 599744 members 
Mstep: Class 32 contains 1229 members 
Mstep: Class 33 contains 5317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111967688.000000 Penalty: 116180.585938
Iteration 157Q: 34 clusters Score -1.119677e+08 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 3458 members 
Mstep: Class 3 contains 8477 members 
Mstep: Class 4 contains 3077 members 
Mstep: Class 5 contains 17807 members 
Mstep: Class 6 contains 28062 members 
Mstep: Class 7 contains 19432 members 
Mstep: Class 8 contains 6111 members 
Mstep: Class 9 contains 77248 members 
Mstep: Class 10 contains 73537 members 
Mstep: Class 11 contains 4954 members 
Mstep: Class 12 contains 8853 members 
Mstep: Class 13 contains 14238 members 
Mstep: Class 14 contains 4800 members 
Mstep: Class 15 contains 7842 members 
Mstep: Class 16 contains 6146 members 
Mstep: Class 17 contains 153488 members 
Mstep: Class 18 contains 7417 members 
Mstep: Class 19 contains 39583 members 
Mstep: Class 20 contains 25481 members 
Mstep: Class 21 contains 7250 members 
Mstep: Class 22 contains 4092 members 
Mstep: Class 23 contains 65378 members 
Mstep: Class 24 contains 4456 members 
Mstep: Class 25 contains 5345 members 
Mstep: Class 26 contains 65674 members 
Mstep: Class 27 contains 4510 members 
Mstep: Class 28 contains 121940 members 
Mstep: Class 29 contains 13543 members 
Mstep: Class 30 contains 45103 members 
Mstep: Class 31 contains 599665 members 
Mstep: Class 32 contains 1227 members 
Mstep: Class 33 contains 5317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111967728.000000 Penalty: 116180.585938
Iteration 158Q: 34 clusters Score -1.119677e+08 nChanged 120
Entering ConstructFrom: 
Score: -111967728.000000 Penalty: 116180.585938
Entering ConstructFrom: 
Trying to split cluster 1 (9572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Entering Unmasked Estep 
Score: -783630.375000 Penalty: 2273.316162
	Iteration 0F: 2 clusters Score -783630.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -776243.437500 Penalty: 4546.632324
	Iteration 0F: 3 clusters Score -776243.4 nChanged 3961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -778408.187500 Penalty: 4546.632324
	Iteration 1F: 3 clusters Score -778408.2 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -778730.187500 Penalty: 4546.632324
	Iteration 2F: 3 clusters Score -778730.2 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -778957.187500 Penalty: 4546.632324
	Iteration 3Q: 3 clusters Score -778957.2 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -779180.875000 Penalty: 4546.632324
	Iteration 4Q: 3 clusters Score -779180.9 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -779467.437500 Penalty: 4546.632324
	Iteration 5Q: 3 clusters Score -779467.4 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -779759.875000 Penalty: 4546.632324
	Iteration 6Q: 3 clusters Score -779759.9 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -780063.937500 Penalty: 4546.632324
	Iteration 7Q: 3 clusters Score -780063.9 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -780369.250000 Penalty: 4546.632324
	Iteration 8Q: 3 clusters Score -780369.2 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -780652.250000 Penalty: 4546.632324
	Iteration 9Q: 3 clusters Score -780652.2 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -780897.562500 Penalty: 4546.632324
	Iteration 10Q: 3 clusters Score -780897.6 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -781100.562500 Penalty: 4546.632324
	Iteration 11Q: 3 clusters Score -781100.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -781247.000000 Penalty: 4546.632324
	Iteration 12Q: 3 clusters Score -781247 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -781352.937500 Penalty: 4546.632324
	Iteration 13Q: 3 clusters Score -781352.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -781434.125000 Penalty: 4546.632324
	Iteration 14Q: 3 clusters Score -781434.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -781493.437500 Penalty: 4546.632324
	Iteration 15Q: 3 clusters Score -781493.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -781534.312500 Penalty: 4546.632324
	Iteration 16Q: 3 clusters Score -781534.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -781563.937500 Penalty: 4546.632324
	Iteration 17Q: 3 clusters Score -781563.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -781584.687500 Penalty: 4546.632324
	Iteration 18Q: 3 clusters Score -781584.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -781595.687500 Penalty: 4546.632324
	Iteration 19Q: 3 clusters Score -781595.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -781606.000000 Penalty: 4546.632324
	Iteration 20F: 3 clusters Score -781606 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -781614.062500 Penalty: 4546.632324
	Iteration 21Q: 3 clusters Score -781614.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -781617.375000 Penalty: 4546.632324
	Iteration 22Q: 3 clusters Score -781617.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -781620.562500 Penalty: 4546.632324
	Iteration 23Q: 3 clusters Score -781620.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -781622.375000 Penalty: 4546.632324
	Iteration 24Q: 3 clusters Score -781622.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -781623.312500 Penalty: 4546.632324
	Iteration 25Q: 3 clusters Score -781623.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -781625.812500 Penalty: 4546.632324
	Iteration 26Q: 3 clusters Score -781625.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -781625.812500 Penalty: 4546.632324
	Iteration 27Q: 3 clusters Score -781625.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -781627.687500 Penalty: 4546.632324
	Iteration 28Q: 3 clusters Score -781627.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -781628.000000 Penalty: 4546.632324
	Iteration 29Q: 3 clusters Score -781628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -781629.500000 Penalty: 4546.632324
	Iteration 30Q: 3 clusters Score -781629.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -781630.062500 Penalty: 4546.632324
	Iteration 31Q: 3 clusters Score -781630.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -781632.375000 Penalty: 4546.632324
	Iteration 32Q: 3 clusters Score -781632.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -781633.500000 Penalty: 4546.632324
	Iteration 33Q: 3 clusters Score -781633.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -781633.250000 Penalty: 4546.632324
	Iteration 34Q: 3 clusters Score -781633.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -781635.750000 Penalty: 4546.632324
	Iteration 35Q: 3 clusters Score -781635.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -781637.125000 Penalty: 4546.632324
	Iteration 36Q: 3 clusters Score -781637.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -781639.562500 Penalty: 4546.632324
	Iteration 37Q: 3 clusters Score -781639.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -781640.625000 Penalty: 4546.632324
	Iteration 38Q: 3 clusters Score -781640.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -781642.937500 Penalty: 4546.632324
	Iteration 39Q: 3 clusters Score -781642.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -781643.750000 Penalty: 4546.632324
	Iteration 40F: 3 clusters Score -781643.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -781643.562500 Penalty: 4546.632324
	Iteration 41Q: 3 clusters Score -781643.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -781646.500000 Penalty: 4546.632324
	Iteration 42Q: 3 clusters Score -781646.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -781647.875000 Penalty: 4546.632324
	Iteration 43Q: 3 clusters Score -781647.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -781648.125000 Penalty: 4546.632324
	Iteration 44Q: 3 clusters Score -781648.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -781650.187500 Penalty: 4546.632324
	Iteration 45Q: 3 clusters Score -781650.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -781651.812500 Penalty: 4546.632324
	Iteration 46Q: 3 clusters Score -781651.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -781650.250000 Penalty: 4546.632324
	Iteration 47Q: 3 clusters Score -781650.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -781652.937500 Penalty: 4546.632324
	Iteration 48Q: 3 clusters Score -781652.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -781653.187500 Penalty: 4546.632324
	Iteration 49Q: 3 clusters Score -781653.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -781654.687500 Penalty: 4546.632324
	Iteration 50Q: 3 clusters Score -781654.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -781655.937500 Penalty: 4546.632324
	Iteration 51Q: 3 clusters Score -781655.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -781654.875000 Penalty: 4546.632324
	Iteration 52Q: 3 clusters Score -781654.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -781653.625000 Penalty: 4546.632324
	Iteration 53Q: 3 clusters Score -781653.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -781654.437500 Penalty: 4546.632324
	Iteration 54Q: 3 clusters Score -781654.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -781654.500000 Penalty: 4546.632324
	Iteration 55Q: 3 clusters Score -781654.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -781657.750000 Penalty: 4546.632324
	Iteration 56Q: 3 clusters Score -781657.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -781656.687500 Penalty: 4546.632324
	Iteration 57Q: 3 clusters Score -781656.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -781657.000000 Penalty: 4546.632324
	Iteration 58Q: 3 clusters Score -781657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -781656.875000 Penalty: 4546.632324
	Iteration 59Q: 3 clusters Score -781656.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -781658.125000 Penalty: 4546.632324
	Iteration 60F: 3 clusters Score -781658.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -781660.000000 Penalty: 4546.632324
	Iteration 61Q: 3 clusters Score -781660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -781658.562500 Penalty: 4546.632324
	Iteration 62Q: 3 clusters Score -781658.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -781657.812500 Penalty: 4546.632324
	Iteration 63Q: 3 clusters Score -781657.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -781659.000000 Penalty: 4546.632324
	Iteration 64Q: 3 clusters Score -781659 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -781658.500000 Penalty: 4546.632324
	Iteration 65Q: 3 clusters Score -781658.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -781657.125000 Penalty: 4546.632324
	Iteration 66Q: 3 clusters Score -781657.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -781658.312500 Penalty: 4546.632324
	Iteration 67Q: 3 clusters Score -781658.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -781659.937500 Penalty: 4546.632324
	Iteration 68Q: 3 clusters Score -781659.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -781662.187500 Penalty: 4546.632324
	Iteration 69Q: 3 clusters Score -781662.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -781660.562500 Penalty: 4546.632324
	Iteration 70Q: 3 clusters Score -781660.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -781660.562500 Penalty: 4546.632324
	Iteration 71F: 3 clusters Score -781660.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Entering Unmasked Estep 
Score: -267820.312500 Penalty: 2020.814575
	Iteration 0F: 2 clusters Score -267820.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -264278.093750 Penalty: 4041.629150
	Iteration 0F: 3 clusters Score -264278.1 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -265036.062500 Penalty: 4041.629150
	Iteration 1F: 3 clusters Score -265036.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -265233.562500 Penalty: 4041.629150
	Iteration 2F: 3 clusters Score -265233.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -265344.156250 Penalty: 4041.629150
	Iteration 3F: 3 clusters Score -265344.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -265434.812500 Penalty: 4041.629150
	Iteration 4Q: 3 clusters Score -265434.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -265486.281250 Penalty: 4041.629150
	Iteration 5Q: 3 clusters Score -265486.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -265533.937500 Penalty: 4041.629150
	Iteration 6Q: 3 clusters Score -265533.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -265566.250000 Penalty: 4041.629150
	Iteration 7Q: 3 clusters Score -265566.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -265600.125000 Penalty: 4041.629150
	Iteration 8Q: 3 clusters Score -265600.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -265630.750000 Penalty: 4041.629150
	Iteration 9Q: 3 clusters Score -265630.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -265651.093750 Penalty: 4041.629150
	Iteration 10Q: 3 clusters Score -265651.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -265665.187500 Penalty: 4041.629150
	Iteration 11Q: 3 clusters Score -265665.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -265676.718750 Penalty: 4041.629150
	Iteration 12Q: 3 clusters Score -265676.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -265683.593750 Penalty: 4041.629150
	Iteration 13Q: 3 clusters Score -265683.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -265691.906250 Penalty: 4041.629150
	Iteration 14Q: 3 clusters Score -265691.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -265701.656250 Penalty: 4041.629150
	Iteration 15Q: 3 clusters Score -265701.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -265712.281250 Penalty: 4041.629150
	Iteration 16Q: 3 clusters Score -265712.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -265723.406250 Penalty: 4041.629150
	Iteration 17Q: 3 clusters Score -265723.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -265734.468750 Penalty: 4041.629150
	Iteration 18Q: 3 clusters Score -265734.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -265744.437500 Penalty: 4041.629150
	Iteration 19Q: 3 clusters Score -265744.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -265751.031250 Penalty: 4041.629150
	Iteration 20F: 3 clusters Score -265751 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -265758.250000 Penalty: 4041.629150
	Iteration 21Q: 3 clusters Score -265758.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -265765.031250 Penalty: 4041.629150
	Iteration 22Q: 3 clusters Score -265765 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -265772.250000 Penalty: 4041.629150
	Iteration 23Q: 3 clusters Score -265772.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -265778.687500 Penalty: 4041.629150
	Iteration 24Q: 3 clusters Score -265778.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -265784.687500 Penalty: 4041.629150
	Iteration 25Q: 3 clusters Score -265784.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -265792.031250 Penalty: 4041.629150
	Iteration 26Q: 3 clusters Score -265792 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -265801.906250 Penalty: 4041.629150
	Iteration 27Q: 3 clusters Score -265801.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -265810.312500 Penalty: 4041.629150
	Iteration 28Q: 3 clusters Score -265810.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -265816.406250 Penalty: 4041.629150
	Iteration 29Q: 3 clusters Score -265816.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -265822.875000 Penalty: 4041.629150
	Iteration 30Q: 3 clusters Score -265822.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -265827.812500 Penalty: 4041.629150
	Iteration 31Q: 3 clusters Score -265827.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -265831.281250 Penalty: 4041.629150
	Iteration 32Q: 3 clusters Score -265831.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -265834.500000 Penalty: 4041.629150
	Iteration 33Q: 3 clusters Score -265834.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -265839.437500 Penalty: 4041.629150
	Iteration 34Q: 3 clusters Score -265839.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -265844.718750 Penalty: 4041.629150
	Iteration 35Q: 3 clusters Score -265844.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -265845.875000 Penalty: 4041.629150
	Iteration 36Q: 3 clusters Score -265845.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -265847.781250 Penalty: 4041.629150
	Iteration 37Q: 3 clusters Score -265847.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -265848.781250 Penalty: 4041.629150
	Iteration 38Q: 3 clusters Score -265848.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -265848.687500 Penalty: 4041.629150
	Iteration 39Q: 3 clusters Score -265848.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -265848.812500 Penalty: 4041.629150
	Iteration 40F: 3 clusters Score -265848.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -265850.031250 Penalty: 4041.629150
	Iteration 41Q: 3 clusters Score -265850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -265850.781250 Penalty: 4041.629150
	Iteration 42Q: 3 clusters Score -265850.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -265851.281250 Penalty: 4041.629150
	Iteration 43Q: 3 clusters Score -265851.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -265851.281250 Penalty: 4041.629150
	Iteration 44F: 3 clusters Score -265851.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Entering Unmasked Estep 
Score: -640437.687500 Penalty: 2243.187744
	Iteration 0F: 2 clusters Score -640437.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -633733.062500 Penalty: 4486.375488
	Iteration 0F: 3 clusters Score -633733.1 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -635641.562500 Penalty: 4486.375488
	Iteration 1F: 3 clusters Score -635641.6 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -635935.250000 Penalty: 4486.375488
	Iteration 2F: 3 clusters Score -635935.2 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -636159.125000 Penalty: 4486.375488
	Iteration 3F: 3 clusters Score -636159.1 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -636348.812500 Penalty: 4486.375488
	Iteration 4Q: 3 clusters Score -636348.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -636519.937500 Penalty: 4486.375488
	Iteration 5Q: 3 clusters Score -636519.9 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -636673.187500 Penalty: 4486.375488
	Iteration 6Q: 3 clusters Score -636673.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -636789.437500 Penalty: 4486.375488
	Iteration 7Q: 3 clusters Score -636789.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -636879.125000 Penalty: 4486.375488
	Iteration 8Q: 3 clusters Score -636879.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -636965.187500 Penalty: 4486.375488
	Iteration 9Q: 3 clusters Score -636965.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -637054.062500 Penalty: 4486.375488
	Iteration 10Q: 3 clusters Score -637054.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -637140.187500 Penalty: 4486.375488
	Iteration 11Q: 3 clusters Score -637140.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -637261.750000 Penalty: 4486.375488
	Iteration 12Q: 3 clusters Score -637261.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -637387.250000 Penalty: 4486.375488
	Iteration 13Q: 3 clusters Score -637387.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -637532.562500 Penalty: 4486.375488
	Iteration 14Q: 3 clusters Score -637532.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -637754.875000 Penalty: 4486.375488
	Iteration 15Q: 3 clusters Score -637754.9 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -637993.875000 Penalty: 4486.375488
	Iteration 16Q: 3 clusters Score -637993.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -638181.312500 Penalty: 4486.375488
	Iteration 17Q: 3 clusters Score -638181.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -638329.625000 Penalty: 4486.375488
	Iteration 18Q: 3 clusters Score -638329.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -638444.750000 Penalty: 4486.375488
	Iteration 19Q: 3 clusters Score -638444.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -638539.750000 Penalty: 4486.375488
	Iteration 20F: 3 clusters Score -638539.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -638628.000000 Penalty: 4486.375488
	Iteration 21Q: 3 clusters Score -638628 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -638699.750000 Penalty: 4486.375488
	Iteration 22Q: 3 clusters Score -638699.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -638766.437500 Penalty: 4486.375488
	Iteration 23Q: 3 clusters Score -638766.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -638818.812500 Penalty: 4486.375488
	Iteration 24Q: 3 clusters Score -638818.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -638867.437500 Penalty: 4486.375488
	Iteration 25Q: 3 clusters Score -638867.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -638921.750000 Penalty: 4486.375488
	Iteration 26Q: 3 clusters Score -638921.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -638965.062500 Penalty: 4486.375488
	Iteration 27Q: 3 clusters Score -638965.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -639009.187500 Penalty: 4486.375488
	Iteration 28Q: 3 clusters Score -639009.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -639054.000000 Penalty: 4486.375488
	Iteration 29Q: 3 clusters Score -639054 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -639100.750000 Penalty: 4486.375488
	Iteration 30Q: 3 clusters Score -639100.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -639149.375000 Penalty: 4486.375488
	Iteration 31Q: 3 clusters Score -639149.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -639189.000000 Penalty: 4486.375488
	Iteration 32Q: 3 clusters Score -639189 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -639217.375000 Penalty: 4486.375488
	Iteration 33Q: 3 clusters Score -639217.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -639244.500000 Penalty: 4486.375488
	Iteration 34Q: 3 clusters Score -639244.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -639271.062500 Penalty: 4486.375488
	Iteration 35Q: 3 clusters Score -639271.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -639293.750000 Penalty: 4486.375488
	Iteration 36Q: 3 clusters Score -639293.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -639307.875000 Penalty: 4486.375488
	Iteration 37Q: 3 clusters Score -639307.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -639322.500000 Penalty: 4486.375488
	Iteration 38Q: 3 clusters Score -639322.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -639334.812500 Penalty: 4486.375488
	Iteration 39Q: 3 clusters Score -639334.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -639354.437500 Penalty: 4486.375488
	Iteration 40F: 3 clusters Score -639354.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -639369.625000 Penalty: 4486.375488
	Iteration 41Q: 3 clusters Score -639369.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -639381.125000 Penalty: 4486.375488
	Iteration 42Q: 3 clusters Score -639381.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -639392.312500 Penalty: 4486.375488
	Iteration 43Q: 3 clusters Score -639392.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -639410.000000 Penalty: 4486.375488
	Iteration 44Q: 3 clusters Score -639410 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -639422.750000 Penalty: 4486.375488
	Iteration 45Q: 3 clusters Score -639422.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -639432.750000 Penalty: 4486.375488
	Iteration 46Q: 3 clusters Score -639432.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -639439.750000 Penalty: 4486.375488
	Iteration 47Q: 3 clusters Score -639439.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -639443.562500 Penalty: 4486.375488
	Iteration 48Q: 3 clusters Score -639443.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -639449.312500 Penalty: 4486.375488
	Iteration 49Q: 3 clusters Score -639449.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -639454.187500 Penalty: 4486.375488
	Iteration 50Q: 3 clusters Score -639454.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -639454.375000 Penalty: 4486.375488
	Iteration 51Q: 3 clusters Score -639454.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -639456.250000 Penalty: 4486.375488
	Iteration 52Q: 3 clusters Score -639456.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -639456.062500 Penalty: 4486.375488
	Iteration 53Q: 3 clusters Score -639456.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -639459.312500 Penalty: 4486.375488
	Iteration 54Q: 3 clusters Score -639459.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -639459.750000 Penalty: 4486.375488
	Iteration 55Q: 3 clusters Score -639459.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -639463.000000 Penalty: 4486.375488
	Iteration 56Q: 3 clusters Score -639463 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -639465.437500 Penalty: 4486.375488
	Iteration 57Q: 3 clusters Score -639465.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -639466.687500 Penalty: 4486.375488
	Iteration 58Q: 3 clusters Score -639466.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -639466.562500 Penalty: 4486.375488
	Iteration 59Q: 3 clusters Score -639466.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -639467.062500 Penalty: 4486.375488
	Iteration 60F: 3 clusters Score -639467.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -639467.812500 Penalty: 4486.375488
	Iteration 61Q: 3 clusters Score -639467.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -639471.000000 Penalty: 4486.375488
	Iteration 62Q: 3 clusters Score -639471 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -639471.375000 Penalty: 4486.375488
	Iteration 63Q: 3 clusters Score -639471.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -639470.562500 Penalty: 4486.375488
	Iteration 64Q: 3 clusters Score -639470.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -639470.562500 Penalty: 4486.375488
	Iteration 65F: 3 clusters Score -639470.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Entering Unmasked Estep 
Score: -205482.484375 Penalty: 1991.944702
	Iteration 0F: 2 clusters Score -205482.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -202208.015625 Penalty: 3983.889404
	Iteration 0F: 3 clusters Score -202208 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -202945.546875 Penalty: 3983.889404
	Iteration 1F: 3 clusters Score -202945.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -203176.453125 Penalty: 3983.889404
	Iteration 2F: 3 clusters Score -203176.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -203356.875000 Penalty: 3983.889404
	Iteration 3F: 3 clusters Score -203356.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -203481.140625 Penalty: 3983.889404
	Iteration 4Q: 3 clusters Score -203481.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -203571.390625 Penalty: 3983.889404
	Iteration 5Q: 3 clusters Score -203571.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -203673.875000 Penalty: 3983.889404
	Iteration 6Q: 3 clusters Score -203673.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -203777.328125 Penalty: 3983.889404
	Iteration 7Q: 3 clusters Score -203777.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -203887.515625 Penalty: 3983.889404
	Iteration 8Q: 3 clusters Score -203887.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -204005.390625 Penalty: 3983.889404
	Iteration 9Q: 3 clusters Score -204005.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -204091.046875 Penalty: 3983.889404
	Iteration 10Q: 3 clusters Score -204091 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -204153.656250 Penalty: 3983.889404
	Iteration 11Q: 3 clusters Score -204153.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -204196.671875 Penalty: 3983.889404
	Iteration 12Q: 3 clusters Score -204196.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -204225.921875 Penalty: 3983.889404
	Iteration 13Q: 3 clusters Score -204225.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -204242.343750 Penalty: 3983.889404
	Iteration 14Q: 3 clusters Score -204242.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -204258.453125 Penalty: 3983.889404
	Iteration 15Q: 3 clusters Score -204258.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -204266.140625 Penalty: 3983.889404
	Iteration 16Q: 3 clusters Score -204266.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -204272.281250 Penalty: 3983.889404
	Iteration 17Q: 3 clusters Score -204272.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -204281.375000 Penalty: 3983.889404
	Iteration 18Q: 3 clusters Score -204281.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -204288.390625 Penalty: 3983.889404
	Iteration 19Q: 3 clusters Score -204288.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -204295.468750 Penalty: 3983.889404
	Iteration 20F: 3 clusters Score -204295.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -204303.203125 Penalty: 3983.889404
	Iteration 21Q: 3 clusters Score -204303.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -204309.312500 Penalty: 3983.889404
	Iteration 22Q: 3 clusters Score -204309.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -204312.859375 Penalty: 3983.889404
	Iteration 23Q: 3 clusters Score -204312.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -204317.984375 Penalty: 3983.889404
	Iteration 24Q: 3 clusters Score -204318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -204320.250000 Penalty: 3983.889404
	Iteration 25Q: 3 clusters Score -204320.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -204324.906250 Penalty: 3983.889404
	Iteration 26Q: 3 clusters Score -204324.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -204329.875000 Penalty: 3983.889404
	Iteration 27Q: 3 clusters Score -204329.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -204333.562500 Penalty: 3983.889404
	Iteration 28Q: 3 clusters Score -204333.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -204334.171875 Penalty: 3983.889404
	Iteration 29Q: 3 clusters Score -204334.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -204334.171875 Penalty: 3983.889404
	Iteration 30F: 3 clusters Score -204334.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (17811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17811 members 
Entering Unmasked Estep 
Score: -1464758.125000 Penalty: 2427.317871
	Iteration 0F: 2 clusters Score -1464758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -1452134.375000 Penalty: 4854.635742
	Iteration 0F: 3 clusters Score -1452134 nChanged 7779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -1456419.250000 Penalty: 4854.635742
	Iteration 1F: 3 clusters Score -1456419 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1457121.500000 Penalty: 4854.635742
	Iteration 2F: 3 clusters Score -1457122 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1457990.125000 Penalty: 4854.635742
	Iteration 3F: 3 clusters Score -1457990 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1458946.875000 Penalty: 4854.635742
	Iteration 4F: 3 clusters Score -1458947 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1459861.375000 Penalty: 4854.635742
	Iteration 5F: 3 clusters Score -1459861 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1460616.500000 Penalty: 4854.635742
	Iteration 6F: 3 clusters Score -1460616 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1461194.375000 Penalty: 4854.635742
	Iteration 7F: 3 clusters Score -1461194 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1461651.375000 Penalty: 4854.635742
	Iteration 8Q: 3 clusters Score -1461651 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1461944.875000 Penalty: 4854.635742
	Iteration 9Q: 3 clusters Score -1461945 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1462127.250000 Penalty: 4854.635742
	Iteration 10Q: 3 clusters Score -1462127 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1462252.250000 Penalty: 4854.635742
	Iteration 11Q: 3 clusters Score -1462252 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1462360.750000 Penalty: 4854.635742
	Iteration 12Q: 3 clusters Score -1462361 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1462438.250000 Penalty: 4854.635742
	Iteration 13Q: 3 clusters Score -1462438 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1462506.000000 Penalty: 4854.635742
	Iteration 14Q: 3 clusters Score -1462506 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1462575.250000 Penalty: 4854.635742
	Iteration 15Q: 3 clusters Score -1462575 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1462627.375000 Penalty: 4854.635742
	Iteration 16Q: 3 clusters Score -1462627 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1462670.625000 Penalty: 4854.635742
	Iteration 17Q: 3 clusters Score -1462671 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -1462720.000000 Penalty: 4854.635742
	Iteration 18Q: 3 clusters Score -1462720 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1462752.625000 Penalty: 4854.635742
	Iteration 19Q: 3 clusters Score -1462753 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1462792.500000 Penalty: 4854.635742
	Iteration 20F: 3 clusters Score -1462792 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1462840.125000 Penalty: 4854.635742
	Iteration 21Q: 3 clusters Score -1462840 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1462880.750000 Penalty: 4854.635742
	Iteration 22Q: 3 clusters Score -1462881 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1462912.750000 Penalty: 4854.635742
	Iteration 23Q: 3 clusters Score -1462913 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -1462941.125000 Penalty: 4854.635742
	Iteration 24Q: 3 clusters Score -1462941 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -1462973.750000 Penalty: 4854.635742
	Iteration 25Q: 3 clusters Score -1462974 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1463009.750000 Penalty: 4854.635742
	Iteration 26Q: 3 clusters Score -1463010 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15072 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1463031.750000 Penalty: 4854.635742
	Iteration 27Q: 3 clusters Score -1463032 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -1463059.750000 Penalty: 4854.635742
	Iteration 28Q: 3 clusters Score -1463060 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15228 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1463079.375000 Penalty: 4854.635742
	Iteration 29Q: 3 clusters Score -1463079 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15302 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1463098.375000 Penalty: 4854.635742
	Iteration 30Q: 3 clusters Score -1463098 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15372 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1463127.375000 Penalty: 4854.635742
	Iteration 31Q: 3 clusters Score -1463127 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1463162.125000 Penalty: 4854.635742
	Iteration 32Q: 3 clusters Score -1463162 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -1463183.500000 Penalty: 4854.635742
	Iteration 33Q: 3 clusters Score -1463184 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1463209.875000 Penalty: 4854.635742
	Iteration 34Q: 3 clusters Score -1463210 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15672 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1463231.000000 Penalty: 4854.635742
	Iteration 35Q: 3 clusters Score -1463231 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1463249.250000 Penalty: 4854.635742
	Iteration 36Q: 3 clusters Score -1463249 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1463258.000000 Penalty: 4854.635742
	Iteration 37Q: 3 clusters Score -1463258 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15816 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1463272.000000 Penalty: 4854.635742
	Iteration 38Q: 3 clusters Score -1463272 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15864 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1463283.625000 Penalty: 4854.635742
	Iteration 39Q: 3 clusters Score -1463284 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15909 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1463298.375000 Penalty: 4854.635742
	Iteration 40F: 3 clusters Score -1463298 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1463307.125000 Penalty: 4854.635742
	Iteration 41Q: 3 clusters Score -1463307 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1463319.375000 Penalty: 4854.635742
	Iteration 42Q: 3 clusters Score -1463319 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1463338.500000 Penalty: 4854.635742
	Iteration 43Q: 3 clusters Score -1463338 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16088 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1463351.750000 Penalty: 4854.635742
	Iteration 44Q: 3 clusters Score -1463352 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16139 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1463365.375000 Penalty: 4854.635742
	Iteration 45Q: 3 clusters Score -1463365 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16193 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1463385.125000 Penalty: 4854.635742
	Iteration 46Q: 3 clusters Score -1463385 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1463394.500000 Penalty: 4854.635742
	Iteration 47Q: 3 clusters Score -1463394 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1463410.750000 Penalty: 4854.635742
	Iteration 48Q: 3 clusters Score -1463411 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16298 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1463417.375000 Penalty: 4854.635742
	Iteration 49Q: 3 clusters Score -1463417 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1463427.125000 Penalty: 4854.635742
	Iteration 50Q: 3 clusters Score -1463427 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16364 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1463442.750000 Penalty: 4854.635742
	Iteration 51Q: 3 clusters Score -1463443 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1463452.000000 Penalty: 4854.635742
	Iteration 52Q: 3 clusters Score -1463452 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1463463.250000 Penalty: 4854.635742
	Iteration 53Q: 3 clusters Score -1463463 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16440 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1463470.125000 Penalty: 4854.635742
	Iteration 54Q: 3 clusters Score -1463470 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1463472.625000 Penalty: 4854.635742
	Iteration 55Q: 3 clusters Score -1463473 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1463479.500000 Penalty: 4854.635742
	Iteration 56Q: 3 clusters Score -1463480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16477 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1463477.375000 Penalty: 4854.635742
	Iteration 57Q: 3 clusters Score -1463477 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1463483.375000 Penalty: 4854.635742
	Iteration 58Q: 3 clusters Score -1463483 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1463481.250000 Penalty: 4854.635742
	Iteration 59Q: 3 clusters Score -1463481 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16508 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1463486.750000 Penalty: 4854.635742
	Iteration 60F: 3 clusters Score -1463487 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16514 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1463483.875000 Penalty: 4854.635742
	Iteration 61Q: 3 clusters Score -1463484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16515 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1463483.750000 Penalty: 4854.635742
	Iteration 62Q: 3 clusters Score -1463484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16515 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1463483.750000 Penalty: 4854.635742
	Iteration 63F: 3 clusters Score -1463484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (28080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28080 members 
Entering Unmasked Estep 
Score: -2306279.500000 Penalty: 2540.217773
	Iteration 0F: 2 clusters Score -2306280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -2286910.250000 Penalty: 5080.435547
	Iteration 0F: 3 clusters Score -2286910 nChanged 12702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -2293664.500000 Penalty: 5080.435547
	Iteration 1F: 3 clusters Score -2293664 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15479 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -2294128.500000 Penalty: 5080.435547
	Iteration 2Q: 3 clusters Score -2294128 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -2294595.500000 Penalty: 5080.435547
	Iteration 3Q: 3 clusters Score -2294596 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -2295168.500000 Penalty: 5080.435547
	Iteration 4Q: 3 clusters Score -2295168 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18292 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -2295985.250000 Penalty: 5080.435547
	Iteration 5F: 3 clusters Score -2295985 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19748 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -2297067.750000 Penalty: 5080.435547
	Iteration 6F: 3 clusters Score -2297068 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21540 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -2298604.250000 Penalty: 5080.435547
	Iteration 7F: 3 clusters Score -2298604 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23316 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -2300207.000000 Penalty: 5080.435547
	Iteration 8F: 3 clusters Score -2300207 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24781 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -2301586.750000 Penalty: 5080.435547
	Iteration 9F: 3 clusters Score -2301587 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25832 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -2302619.000000 Penalty: 5080.435547
	Iteration 10Q: 3 clusters Score -2302619 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26444 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -2303276.000000 Penalty: 5080.435547
	Iteration 11Q: 3 clusters Score -2303276 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26749 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -2303598.750000 Penalty: 5080.435547
	Iteration 12Q: 3 clusters Score -2303599 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26904 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -2303773.000000 Penalty: 5080.435547
	Iteration 13Q: 3 clusters Score -2303773 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26993 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -2303893.500000 Penalty: 5080.435547
	Iteration 14Q: 3 clusters Score -2303894 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27058 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -2303973.250000 Penalty: 5080.435547
	Iteration 15Q: 3 clusters Score -2303973 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27102 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -2304030.500000 Penalty: 5080.435547
	Iteration 16Q: 3 clusters Score -2304030 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27130 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -2304065.500000 Penalty: 5080.435547
	Iteration 17Q: 3 clusters Score -2304066 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27149 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -2304085.250000 Penalty: 5080.435547
	Iteration 18Q: 3 clusters Score -2304085 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27161 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -2304094.000000 Penalty: 5080.435547
	Iteration 19Q: 3 clusters Score -2304094 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27176 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -2304103.500000 Penalty: 5080.435547
	Iteration 20F: 3 clusters Score -2304104 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27193 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -2304111.250000 Penalty: 5080.435547
	Iteration 21Q: 3 clusters Score -2304111 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27196 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -2304120.500000 Penalty: 5080.435547
	Iteration 22Q: 3 clusters Score -2304120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27197 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -2304133.000000 Penalty: 5080.435547
	Iteration 23Q: 3 clusters Score -2304133 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27206 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -2304132.250000 Penalty: 5080.435547
	Iteration 24Q: 3 clusters Score -2304132 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27215 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -2304138.000000 Penalty: 5080.435547
	Iteration 25Q: 3 clusters Score -2304138 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27224 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -2304144.250000 Penalty: 5080.435547
	Iteration 26Q: 3 clusters Score -2304144 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27229 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -2304147.500000 Penalty: 5080.435547
	Iteration 27Q: 3 clusters Score -2304148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27229 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -2304148.500000 Penalty: 5080.435547
	Iteration 28Q: 3 clusters Score -2304148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27233 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -2304154.000000 Penalty: 5080.435547
	Iteration 29Q: 3 clusters Score -2304154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27235 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -2304157.750000 Penalty: 5080.435547
	Iteration 30Q: 3 clusters Score -2304158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27235 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -2304156.000000 Penalty: 5080.435547
	Iteration 31Q: 3 clusters Score -2304156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27236 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -2304156.500000 Penalty: 5080.435547
	Iteration 32Q: 3 clusters Score -2304156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27236 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -2304162.000000 Penalty: 5080.435547
	Iteration 33Q: 3 clusters Score -2304162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27238 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -2304159.000000 Penalty: 5080.435547
	Iteration 34Q: 3 clusters Score -2304159 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27238 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -2304159.000000 Penalty: 5080.435547
	Iteration 35F: 3 clusters Score -2304159 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (19429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19429 members 
Entering Unmasked Estep 
Score: -1356500.875000 Penalty: 2448.881592
	Iteration 0F: 2 clusters Score -1356501 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -1342833.000000 Penalty: 4897.763184
	Iteration 0F: 3 clusters Score -1342833 nChanged 8555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -1347796.375000 Penalty: 4897.763184
	Iteration 1F: 3 clusters Score -1347796 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -1348690.375000 Penalty: 4897.763184
	Iteration 2F: 3 clusters Score -1348690 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -1349811.625000 Penalty: 4897.763184
	Iteration 3F: 3 clusters Score -1349812 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -1350936.875000 Penalty: 4897.763184
	Iteration 4F: 3 clusters Score -1350937 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -1351845.875000 Penalty: 4897.763184
	Iteration 5F: 3 clusters Score -1351846 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -1352552.375000 Penalty: 4897.763184
	Iteration 6F: 3 clusters Score -1352552 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -1353017.875000 Penalty: 4897.763184
	Iteration 7Q: 3 clusters Score -1353018 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -1353328.000000 Penalty: 4897.763184
	Iteration 8Q: 3 clusters Score -1353328 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -1353533.875000 Penalty: 4897.763184
	Iteration 9Q: 3 clusters Score -1353534 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -1353682.500000 Penalty: 4897.763184
	Iteration 10Q: 3 clusters Score -1353682 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -1353803.375000 Penalty: 4897.763184
	Iteration 11Q: 3 clusters Score -1353803 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -1353907.625000 Penalty: 4897.763184
	Iteration 12Q: 3 clusters Score -1353908 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -1353974.250000 Penalty: 4897.763184
	Iteration 13Q: 3 clusters Score -1353974 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -1354017.125000 Penalty: 4897.763184
	Iteration 14Q: 3 clusters Score -1354017 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -1354049.750000 Penalty: 4897.763184
	Iteration 15Q: 3 clusters Score -1354050 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -1354076.875000 Penalty: 4897.763184
	Iteration 16Q: 3 clusters Score -1354077 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -1354103.875000 Penalty: 4897.763184
	Iteration 17Q: 3 clusters Score -1354104 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -1354118.375000 Penalty: 4897.763184
	Iteration 18Q: 3 clusters Score -1354118 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -1354137.125000 Penalty: 4897.763184
	Iteration 19Q: 3 clusters Score -1354137 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -1354153.875000 Penalty: 4897.763184
	Iteration 20F: 3 clusters Score -1354154 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -1354174.750000 Penalty: 4897.763184
	Iteration 21Q: 3 clusters Score -1354175 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -1354186.875000 Penalty: 4897.763184
	Iteration 22Q: 3 clusters Score -1354187 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -1354198.500000 Penalty: 4897.763184
	Iteration 23Q: 3 clusters Score -1354198 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -1354215.000000 Penalty: 4897.763184
	Iteration 24Q: 3 clusters Score -1354215 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -1354226.625000 Penalty: 4897.763184
	Iteration 25Q: 3 clusters Score -1354227 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -1354239.250000 Penalty: 4897.763184
	Iteration 26Q: 3 clusters Score -1354239 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -1354258.625000 Penalty: 4897.763184
	Iteration 27Q: 3 clusters Score -1354259 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -1354276.250000 Penalty: 4897.763184
	Iteration 28Q: 3 clusters Score -1354276 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -1354286.250000 Penalty: 4897.763184
	Iteration 29Q: 3 clusters Score -1354286 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -1354294.125000 Penalty: 4897.763184
	Iteration 30Q: 3 clusters Score -1354294 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1354300.250000 Penalty: 4897.763184
	Iteration 31Q: 3 clusters Score -1354300 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -1354320.625000 Penalty: 4897.763184
	Iteration 32Q: 3 clusters Score -1354321 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -1354329.625000 Penalty: 4897.763184
	Iteration 33Q: 3 clusters Score -1354330 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1354347.250000 Penalty: 4897.763184
	Iteration 34Q: 3 clusters Score -1354347 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1354364.250000 Penalty: 4897.763184
	Iteration 35Q: 3 clusters Score -1354364 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1354376.250000 Penalty: 4897.763184
	Iteration 36Q: 3 clusters Score -1354376 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -1354387.000000 Penalty: 4897.763184
	Iteration 37Q: 3 clusters Score -1354387 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -1354408.000000 Penalty: 4897.763184
	Iteration 38Q: 3 clusters Score -1354408 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -1354426.750000 Penalty: 4897.763184
	Iteration 39Q: 3 clusters Score -1354427 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1354438.875000 Penalty: 4897.763184
	Iteration 40F: 3 clusters Score -1354439 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1354454.250000 Penalty: 4897.763184
	Iteration 41Q: 3 clusters Score -1354454 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1354472.375000 Penalty: 4897.763184
	Iteration 42Q: 3 clusters Score -1354472 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1354495.625000 Penalty: 4897.763184
	Iteration 43Q: 3 clusters Score -1354496 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -1354507.500000 Penalty: 4897.763184
	Iteration 44Q: 3 clusters Score -1354508 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1354519.375000 Penalty: 4897.763184
	Iteration 45Q: 3 clusters Score -1354519 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1354533.250000 Penalty: 4897.763184
	Iteration 46Q: 3 clusters Score -1354533 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1354544.500000 Penalty: 4897.763184
	Iteration 47Q: 3 clusters Score -1354544 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1354554.250000 Penalty: 4897.763184
	Iteration 48Q: 3 clusters Score -1354554 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1354565.625000 Penalty: 4897.763184
	Iteration 49Q: 3 clusters Score -1354566 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1354576.000000 Penalty: 4897.763184
	Iteration 50Q: 3 clusters Score -1354576 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1354592.375000 Penalty: 4897.763184
	Iteration 51Q: 3 clusters Score -1354592 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1354609.125000 Penalty: 4897.763184
	Iteration 52Q: 3 clusters Score -1354609 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1354627.625000 Penalty: 4897.763184
	Iteration 53Q: 3 clusters Score -1354628 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1354659.375000 Penalty: 4897.763184
	Iteration 54Q: 3 clusters Score -1354659 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1354705.375000 Penalty: 4897.763184
	Iteration 55Q: 3 clusters Score -1354705 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1354747.875000 Penalty: 4897.763184
	Iteration 56Q: 3 clusters Score -1354748 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1354790.250000 Penalty: 4897.763184
	Iteration 57Q: 3 clusters Score -1354790 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1354821.125000 Penalty: 4897.763184
	Iteration 58Q: 3 clusters Score -1354821 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1354861.125000 Penalty: 4897.763184
	Iteration 59Q: 3 clusters Score -1354861 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1354894.125000 Penalty: 4897.763184
	Iteration 60F: 3 clusters Score -1354894 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1354930.625000 Penalty: 4897.763184
	Iteration 61Q: 3 clusters Score -1354931 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1354956.000000 Penalty: 4897.763184
	Iteration 62Q: 3 clusters Score -1354956 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1354985.875000 Penalty: 4897.763184
	Iteration 63Q: 3 clusters Score -1354986 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1355009.875000 Penalty: 4897.763184
	Iteration 64Q: 3 clusters Score -1355010 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14526 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1355036.875000 Penalty: 4897.763184
	Iteration 65Q: 3 clusters Score -1355037 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1355071.250000 Penalty: 4897.763184
	Iteration 66Q: 3 clusters Score -1355071 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1355101.875000 Penalty: 4897.763184
	Iteration 67Q: 3 clusters Score -1355102 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1355118.625000 Penalty: 4897.763184
	Iteration 68Q: 3 clusters Score -1355119 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1355152.625000 Penalty: 4897.763184
	Iteration 69Q: 3 clusters Score -1355153 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1355176.375000 Penalty: 4897.763184
	Iteration 70Q: 3 clusters Score -1355176 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15243 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -1355208.125000 Penalty: 4897.763184
	Iteration 71Q: 3 clusters Score -1355208 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1355224 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1355239.250000 Penalty: 4897.763184
	Iteration 73Q: 3 clusters Score -1355239 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1355265.250000 Penalty: 4897.763184
	Iteration 74Q: 3 clusters Score -1355265 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1355277.875000 Penalty: 4897.763184
	Iteration 75Q: 3 clusters Score -1355278 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1355292.250000 Penalty: 4897.763184
	Iteration 76Q: 3 clusters Score -1355292 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15732 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1355317.625000 Penalty: 4897.763184
	Iteration 77Q: 3 clusters Score -1355318 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15807 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1355341.375000 Penalty: 4897.763184
	Iteration 78Q: 3 clusters Score -1355341 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15895 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1355360.750000 Penalty: 4897.763184
	Iteration 79Q: 3 clusters Score -1355361 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15978 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1355377.000000 Penalty: 4897.763184
	Iteration 80F: 3 clusters Score -1355377 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1355405.875000 Penalty: 4897.763184
	Iteration 81Q: 3 clusters Score -1355406 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16149 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1355427.375000 Penalty: 4897.763184
	Iteration 82Q: 3 clusters Score -1355427 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1355455.625000 Penalty: 4897.763184
	Iteration 83Q: 3 clusters Score -1355456 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1355474.875000 Penalty: 4897.763184
	Iteration 84Q: 3 clusters Score -1355475 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16378 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1355496.500000 Penalty: 4897.763184
	Iteration 85Q: 3 clusters Score -1355496 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1355525.000000 Penalty: 4897.763184
	Iteration 86Q: 3 clusters Score -1355525 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16531 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1355539.500000 Penalty: 4897.763184
	Iteration 87Q: 3 clusters Score -1355540 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16590 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -1355561.500000 Penalty: 4897.763184
	Iteration 88Q: 3 clusters Score -1355562 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1355571.250000 Penalty: 4897.763184
	Iteration 89Q: 3 clusters Score -1355571 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16700 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1355593.000000 Penalty: 4897.763184
	Iteration 90Q: 3 clusters Score -1355593 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1355612.750000 Penalty: 4897.763184
	Iteration 91Q: 3 clusters Score -1355613 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16815 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -1355633.125000 Penalty: 4897.763184
	Iteration 92Q: 3 clusters Score -1355633 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16871 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1355644.750000 Penalty: 4897.763184
	Iteration 93Q: 3 clusters Score -1355645 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16919 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1355664.875000 Penalty: 4897.763184
	Iteration 94Q: 3 clusters Score -1355665 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16964 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1355674.250000 Penalty: 4897.763184
	Iteration 95Q: 3 clusters Score -1355674 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1355686.250000 Penalty: 4897.763184
	Iteration 96Q: 3 clusters Score -1355686 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1355692.000000 Penalty: 4897.763184
	Iteration 97Q: 3 clusters Score -1355692 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17050 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1355701.125000 Penalty: 4897.763184
	Iteration 98Q: 3 clusters Score -1355701 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17075 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1355709 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17102 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1355717.500000 Penalty: 4897.763184
	Iteration 100F: 3 clusters Score -1355718 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17129 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1355729 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1355737.875000 Penalty: 4897.763184
	Iteration 102Q: 3 clusters Score -1355738 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1355745.500000 Penalty: 4897.763184
	Iteration 103Q: 3 clusters Score -1355746 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1355751.250000 Penalty: 4897.763184
	Iteration 104Q: 3 clusters Score -1355751 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17231 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1355757.375000 Penalty: 4897.763184
	Iteration 105Q: 3 clusters Score -1355757 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17244 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1355760.000000 Penalty: 4897.763184
	Iteration 106Q: 3 clusters Score -1355760 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17260 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1355766.375000 Penalty: 4897.763184
	Iteration 107Q: 3 clusters Score -1355766 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1355766.750000 Penalty: 4897.763184
	Iteration 108Q: 3 clusters Score -1355767 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17281 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1355773.000000 Penalty: 4897.763184
	Iteration 109Q: 3 clusters Score -1355773 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1355778.375000 Penalty: 4897.763184
	Iteration 110Q: 3 clusters Score -1355778 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1355787.500000 Penalty: 4897.763184
	Iteration 111Q: 3 clusters Score -1355788 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17334 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1355794.375000 Penalty: 4897.763184
	Iteration 112Q: 3 clusters Score -1355794 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1355810.875000 Penalty: 4897.763184
	Iteration 113Q: 3 clusters Score -1355811 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17381 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1355820.875000 Penalty: 4897.763184
	Iteration 114Q: 3 clusters Score -1355821 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17401 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1355831.500000 Penalty: 4897.763184
	Iteration 115Q: 3 clusters Score -1355832 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17421 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1355836.000000 Penalty: 4897.763184
	Iteration 116Q: 3 clusters Score -1355836 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17444 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1355848.750000 Penalty: 4897.763184
	Iteration 117Q: 3 clusters Score -1355849 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17467 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1355853.625000 Penalty: 4897.763184
	Iteration 118Q: 3 clusters Score -1355854 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17491 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1355866.625000 Penalty: 4897.763184
	Iteration 119Q: 3 clusters Score -1355867 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17519 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1355878.250000 Penalty: 4897.763184
	Iteration 120F: 3 clusters Score -1355878 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17542 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1355886.875000 Penalty: 4897.763184
	Iteration 121Q: 3 clusters Score -1355887 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1355896.000000 Penalty: 4897.763184
	Iteration 122Q: 3 clusters Score -1355896 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17586 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1355908.625000 Penalty: 4897.763184
	Iteration 123Q: 3 clusters Score -1355909 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17610 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1355921.875000 Penalty: 4897.763184
	Iteration 124Q: 3 clusters Score -1355922 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17633 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1355930.875000 Penalty: 4897.763184
	Iteration 125Q: 3 clusters Score -1355931 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17657 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1355942.125000 Penalty: 4897.763184
	Iteration 126Q: 3 clusters Score -1355942 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17678 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1355953.750000 Penalty: 4897.763184
	Iteration 127Q: 3 clusters Score -1355954 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1355974.250000 Penalty: 4897.763184
	Iteration 128Q: 3 clusters Score -1355974 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17705 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1355982.875000 Penalty: 4897.763184
	Iteration 129Q: 3 clusters Score -1355983 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17711 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1355988.375000 Penalty: 4897.763184
	Iteration 130Q: 3 clusters Score -1355988 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17715 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1355995.750000 Penalty: 4897.763184
	Iteration 131Q: 3 clusters Score -1355996 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17724 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1355996.625000 Penalty: 4897.763184
	Iteration 132Q: 3 clusters Score -1355997 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17728 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1356004.250000 Penalty: 4897.763184
	Iteration 133Q: 3 clusters Score -1356004 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17735 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1356010.875000 Penalty: 4897.763184
	Iteration 134Q: 3 clusters Score -1356011 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17741 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1356012.375000 Penalty: 4897.763184
	Iteration 135Q: 3 clusters Score -1356012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1356012.750000 Penalty: 4897.763184
	Iteration 136Q: 3 clusters Score -1356013 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1356014.000000 Penalty: 4897.763184
	Iteration 137Q: 3 clusters Score -1356014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17749 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1356017.500000 Penalty: 4897.763184
	Iteration 138Q: 3 clusters Score -1356018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17750 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1356018.000000 Penalty: 4897.763184
	Iteration 139Q: 3 clusters Score -1356018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17750 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1356018.750000 Penalty: 4897.763184
	Iteration 140F: 3 clusters Score -1356019 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17752 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1356020.375000 Penalty: 4897.763184
	Iteration 141Q: 3 clusters Score -1356020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17753 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1356021.000000 Penalty: 4897.763184
	Iteration 142Q: 3 clusters Score -1356021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1356021.500000 Penalty: 4897.763184
	Iteration 143Q: 3 clusters Score -1356022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1356020.500000 Penalty: 4897.763184
	Iteration 144Q: 3 clusters Score -1356020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1356019.250000 Penalty: 4897.763184
	Iteration 145Q: 3 clusters Score -1356019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17758 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1356020.750000 Penalty: 4897.763184
	Iteration 146Q: 3 clusters Score -1356021 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17760 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1356023.500000 Penalty: 4897.763184
	Iteration 147Q: 3 clusters Score -1356024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1356022.375000 Penalty: 4897.763184
	Iteration 148Q: 3 clusters Score -1356022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17759 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1356023.375000 Penalty: 4897.763184
	Iteration 149Q: 3 clusters Score -1356023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17757 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1356025.000000 Penalty: 4897.763184
	Iteration 150Q: 3 clusters Score -1356025 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17756 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1356025.875000 Penalty: 4897.763184
	Iteration 151Q: 3 clusters Score -1356026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1356026.125000 Penalty: 4897.763184
	Iteration 152Q: 3 clusters Score -1356026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1356026.125000 Penalty: 4897.763184
	Iteration 153F: 3 clusters Score -1356026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Entering Unmasked Estep 
Score: -479376.468750 Penalty: 2162.147461
	Iteration 0F: 2 clusters Score -479376.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -474176.500000 Penalty: 4324.294922
	Iteration 0F: 3 clusters Score -474176.5 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -475429.187500 Penalty: 4324.294922
	Iteration 1F: 3 clusters Score -475429.2 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -475676.218750 Penalty: 4324.294922
	Iteration 2F: 3 clusters Score -475676.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -475816.593750 Penalty: 4324.294922
	Iteration 3F: 3 clusters Score -475816.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -475924.875000 Penalty: 4324.294922
	Iteration 4Q: 3 clusters Score -475924.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -476010.000000 Penalty: 4324.294922
	Iteration 5Q: 3 clusters Score -476010 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -476064.250000 Penalty: 4324.294922
	Iteration 6Q: 3 clusters Score -476064.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -476115.218750 Penalty: 4324.294922
	Iteration 7Q: 3 clusters Score -476115.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -476156.218750 Penalty: 4324.294922
	Iteration 8Q: 3 clusters Score -476156.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -476187.125000 Penalty: 4324.294922
	Iteration 9Q: 3 clusters Score -476187.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -476211.812500 Penalty: 4324.294922
	Iteration 10Q: 3 clusters Score -476211.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -476236.218750 Penalty: 4324.294922
	Iteration 11Q: 3 clusters Score -476236.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -476257.875000 Penalty: 4324.294922
	Iteration 12Q: 3 clusters Score -476257.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -476276.031250 Penalty: 4324.294922
	Iteration 13Q: 3 clusters Score -476276 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -476292.312500 Penalty: 4324.294922
	Iteration 14Q: 3 clusters Score -476292.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -476311.062500 Penalty: 4324.294922
	Iteration 15Q: 3 clusters Score -476311.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -476326.281250 Penalty: 4324.294922
	Iteration 16Q: 3 clusters Score -476326.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -476337.937500 Penalty: 4324.294922
	Iteration 17Q: 3 clusters Score -476337.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -476350.281250 Penalty: 4324.294922
	Iteration 18Q: 3 clusters Score -476350.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -476363.906250 Penalty: 4324.294922
	Iteration 19Q: 3 clusters Score -476363.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -476378.906250 Penalty: 4324.294922
	Iteration 20F: 3 clusters Score -476378.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -476393.875000 Penalty: 4324.294922
	Iteration 21Q: 3 clusters Score -476393.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -476407.781250 Penalty: 4324.294922
	Iteration 22Q: 3 clusters Score -476407.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -476428.656250 Penalty: 4324.294922
	Iteration 23Q: 3 clusters Score -476428.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -476444.906250 Penalty: 4324.294922
	Iteration 24Q: 3 clusters Score -476444.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -476457.687500 Penalty: 4324.294922
	Iteration 25Q: 3 clusters Score -476457.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -476474.781250 Penalty: 4324.294922
	Iteration 26Q: 3 clusters Score -476474.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -476495.468750 Penalty: 4324.294922
	Iteration 27Q: 3 clusters Score -476495.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -476523.562500 Penalty: 4324.294922
	Iteration 28Q: 3 clusters Score -476523.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -476557.687500 Penalty: 4324.294922
	Iteration 29Q: 3 clusters Score -476557.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -476593.937500 Penalty: 4324.294922
	Iteration 30Q: 3 clusters Score -476593.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -476622.781250 Penalty: 4324.294922
	Iteration 31Q: 3 clusters Score -476622.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -476659.875000 Penalty: 4324.294922
	Iteration 32Q: 3 clusters Score -476659.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -476704.062500 Penalty: 4324.294922
	Iteration 33Q: 3 clusters Score -476704.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -476760.687500 Penalty: 4324.294922
	Iteration 34Q: 3 clusters Score -476760.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -476836.125000 Penalty: 4324.294922
	Iteration 35Q: 3 clusters Score -476836.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -476901.812500 Penalty: 4324.294922
	Iteration 36Q: 3 clusters Score -476901.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -476955.406250 Penalty: 4324.294922
	Iteration 37Q: 3 clusters Score -476955.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -477005.593750 Penalty: 4324.294922
	Iteration 38Q: 3 clusters Score -477005.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -477051.593750 Penalty: 4324.294922
	Iteration 39Q: 3 clusters Score -477051.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -477101.218750 Penalty: 4324.294922
	Iteration 40F: 3 clusters Score -477101.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -477143.125000 Penalty: 4324.294922
	Iteration 41Q: 3 clusters Score -477143.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -477175.000000 Penalty: 4324.294922
	Iteration 42Q: 3 clusters Score -477175 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -477196.437500 Penalty: 4324.294922
	Iteration 43Q: 3 clusters Score -477196.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -477222.843750 Penalty: 4324.294922
	Iteration 44Q: 3 clusters Score -477222.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -477248.968750 Penalty: 4324.294922
	Iteration 45Q: 3 clusters Score -477249 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -477272.312500 Penalty: 4324.294922
	Iteration 46Q: 3 clusters Score -477272.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -477299.031250 Penalty: 4324.294922
	Iteration 47Q: 3 clusters Score -477299 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -477319.375000 Penalty: 4324.294922
	Iteration 48Q: 3 clusters Score -477319.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -477331.968750 Penalty: 4324.294922
	Iteration 49Q: 3 clusters Score -477332 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -477347.937500 Penalty: 4324.294922
	Iteration 50Q: 3 clusters Score -477347.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -477366.156250 Penalty: 4324.294922
	Iteration 51Q: 3 clusters Score -477366.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -477386.156250 Penalty: 4324.294922
	Iteration 52Q: 3 clusters Score -477386.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -477403.812500 Penalty: 4324.294922
	Iteration 53Q: 3 clusters Score -477403.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -477419.250000 Penalty: 4324.294922
	Iteration 54Q: 3 clusters Score -477419.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -477432.531250 Penalty: 4324.294922
	Iteration 55Q: 3 clusters Score -477432.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -477444.937500 Penalty: 4324.294922
	Iteration 56Q: 3 clusters Score -477444.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -477456.656250 Penalty: 4324.294922
	Iteration 57Q: 3 clusters Score -477456.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -477462.375000 Penalty: 4324.294922
	Iteration 58Q: 3 clusters Score -477462.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -477465.656250 Penalty: 4324.294922
	Iteration 59Q: 3 clusters Score -477465.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -477468.812500 Penalty: 4324.294922
	Iteration 60F: 3 clusters Score -477468.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -477469.718750 Penalty: 4324.294922
	Iteration 61Q: 3 clusters Score -477469.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -477470.625000 Penalty: 4324.294922
	Iteration 62Q: 3 clusters Score -477470.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -477470.968750 Penalty: 4324.294922
	Iteration 63Q: 3 clusters Score -477471 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -477470.968750 Penalty: 4324.294922
	Iteration 64F: 3 clusters Score -477471 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (77238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77238 members 
Entering Unmasked Estep 
Score: -6072081.500000 Penalty: 2791.152588
	Iteration 0F: 2 clusters Score -6072082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38753 members 
Mstep: Class 2 contains 38485 members 
Entering Unmasked Estep 
Score: -6020488.500000 Penalty: 5582.305176
	Iteration 0F: 3 clusters Score -6020488 nChanged 36133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38822 members 
Mstep: Class 2 contains 38416 members 
Entering Unmasked Estep 
Score: -6040761.000000 Penalty: 5582.305176
	Iteration 1F: 3 clusters Score -6040761 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38915 members 
Mstep: Class 2 contains 38323 members 
Entering Unmasked Estep 
Score: -6041640.500000 Penalty: 5582.305176
	Iteration 2Q: 3 clusters Score -6041640 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39038 members 
Mstep: Class 2 contains 38200 members 
Entering Unmasked Estep 
Score: -6042702.000000 Penalty: 5582.305176
	Iteration 3Q: 3 clusters Score -6042702 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39246 members 
Mstep: Class 2 contains 37992 members 
Entering Unmasked Estep 
Score: -6044214.000000 Penalty: 5582.305176
	Iteration 4Q: 3 clusters Score -6044214 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39566 members 
Mstep: Class 2 contains 37672 members 
Entering Unmasked Estep 
Score: -6046275.000000 Penalty: 5582.305176
	Iteration 5Q: 3 clusters Score -6046275 nChanged 4374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40116 members 
Mstep: Class 2 contains 37122 members 
Entering Unmasked Estep 
Score: -6049127.000000 Penalty: 5582.305176
	Iteration 6F: 3 clusters Score -6049127 nChanged 4764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40888 members 
Mstep: Class 2 contains 36350 members 
Entering Unmasked Estep 
Score: -6052167.500000 Penalty: 5582.305176
	Iteration 7F: 3 clusters Score -6052168 nChanged 4682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42026 members 
Mstep: Class 2 contains 35212 members 
Entering Unmasked Estep 
Score: -6055213.500000 Penalty: 5582.305176
	Iteration 8F: 3 clusters Score -6055214 nChanged 4107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43369 members 
Mstep: Class 2 contains 33869 members 
Entering Unmasked Estep 
Score: -6057430.500000 Penalty: 5582.305176
	Iteration 9F: 3 clusters Score -6057430 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44791 members 
Mstep: Class 2 contains 32447 members 
Entering Unmasked Estep 
Score: -6058850.500000 Penalty: 5582.305176
	Iteration 10Q: 3 clusters Score -6058850 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46359 members 
Mstep: Class 2 contains 30879 members 
Entering Unmasked Estep 
Score: -6059869.500000 Penalty: 5582.305176
	Iteration 11Q: 3 clusters Score -6059870 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47995 members 
Mstep: Class 2 contains 29243 members 
Entering Unmasked Estep 
Score: -6060617.000000 Penalty: 5582.305176
	Iteration 12Q: 3 clusters Score -6060617 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49570 members 
Mstep: Class 2 contains 27668 members 
Entering Unmasked Estep 
Score: -6061184.000000 Penalty: 5582.305176
	Iteration 13Q: 3 clusters Score -6061184 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51101 members 
Mstep: Class 2 contains 26137 members 
Entering Unmasked Estep 
Score: -6061724.000000 Penalty: 5582.305176
	Iteration 14Q: 3 clusters Score -6061724 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52585 members 
Mstep: Class 2 contains 24653 members 
Entering Unmasked Estep 
Score: -6062149.500000 Penalty: 5582.305176
	Iteration 15Q: 3 clusters Score -6062150 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53999 members 
Mstep: Class 2 contains 23239 members 
Entering Unmasked Estep 
Score: -6062590.500000 Penalty: 5582.305176
	Iteration 16Q: 3 clusters Score -6062590 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55376 members 
Mstep: Class 2 contains 21862 members 
Entering Unmasked Estep 
Score: -6063013.000000 Penalty: 5582.305176
	Iteration 17Q: 3 clusters Score -6063013 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56732 members 
Mstep: Class 2 contains 20506 members 
Entering Unmasked Estep 
Score: -6063449.000000 Penalty: 5582.305176
	Iteration 18Q: 3 clusters Score -6063449 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58039 members 
Mstep: Class 2 contains 19199 members 
Entering Unmasked Estep 
Score: -6063821.500000 Penalty: 5582.305176
	Iteration 19Q: 3 clusters Score -6063822 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59257 members 
Mstep: Class 2 contains 17981 members 
Entering Unmasked Estep 
Score: -6064186.500000 Penalty: 5582.305176
	Iteration 20F: 3 clusters Score -6064186 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60467 members 
Mstep: Class 2 contains 16771 members 
Entering Unmasked Estep 
Score: -6064530.000000 Penalty: 5582.305176
	Iteration 21Q: 3 clusters Score -6064530 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61631 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
Score: -6064901.500000 Penalty: 5582.305176
	Iteration 22Q: 3 clusters Score -6064902 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62824 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -6065281.500000 Penalty: 5582.305176
	Iteration 23Q: 3 clusters Score -6065282 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64008 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -6065696.000000 Penalty: 5582.305176
	Iteration 24Q: 3 clusters Score -6065696 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65135 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -6066082.000000 Penalty: 5582.305176
	Iteration 25Q: 3 clusters Score -6066082 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66236 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -6066497.000000 Penalty: 5582.305176
	Iteration 26Q: 3 clusters Score -6066497 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67249 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -6066875.500000 Penalty: 5582.305176
	Iteration 27Q: 3 clusters Score -6066876 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68204 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -6067190.500000 Penalty: 5582.305176
	Iteration 28Q: 3 clusters Score -6067190 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69061 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -6067485.000000 Penalty: 5582.305176
	Iteration 29Q: 3 clusters Score -6067485 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69846 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -6067750.500000 Penalty: 5582.305176
	Iteration 30Q: 3 clusters Score -6067750 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70549 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -6067999.500000 Penalty: 5582.305176
	Iteration 31Q: 3 clusters Score -6068000 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71164 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -6068224.000000 Penalty: 5582.305176
	Iteration 32Q: 3 clusters Score -6068224 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71735 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -6068423.500000 Penalty: 5582.305176
	Iteration 33Q: 3 clusters Score -6068424 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72278 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -6068621.000000 Penalty: 5582.305176
	Iteration 34Q: 3 clusters Score -6068621 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72762 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -6068815.000000 Penalty: 5582.305176
	Iteration 35Q: 3 clusters Score -6068815 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73141 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -6068949.500000 Penalty: 5582.305176
	Iteration 36Q: 3 clusters Score -6068950 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73470 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -6069055.000000 Penalty: 5582.305176
	Iteration 37Q: 3 clusters Score -6069055 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73760 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -6069174.000000 Penalty: 5582.305176
	Iteration 38Q: 3 clusters Score -6069174 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74020 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -6069236.000000 Penalty: 5582.305176
	Iteration 39Q: 3 clusters Score -6069236 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74243 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -6069320.500000 Penalty: 5582.305176
	Iteration 40F: 3 clusters Score -6069320 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74436 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -6069373.000000 Penalty: 5582.305176
	Iteration 41Q: 3 clusters Score -6069373 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74587 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -6069459.000000 Penalty: 5582.305176
	Iteration 42Q: 3 clusters Score -6069459 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74726 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -6069483.500000 Penalty: 5582.305176
	Iteration 43Q: 3 clusters Score -6069484 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74847 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -6069518.000000 Penalty: 5582.305176
	Iteration 44Q: 3 clusters Score -6069518 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74957 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -6069565.500000 Penalty: 5582.305176
	Iteration 45Q: 3 clusters Score -6069566 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75055 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -6069596.000000 Penalty: 5582.305176
	Iteration 46Q: 3 clusters Score -6069596 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75138 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -6069613.000000 Penalty: 5582.305176
	Iteration 47Q: 3 clusters Score -6069613 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75215 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -6069647.000000 Penalty: 5582.305176
	Iteration 48Q: 3 clusters Score -6069647 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75271 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -6069664.000000 Penalty: 5582.305176
	Iteration 49Q: 3 clusters Score -6069664 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75320 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -6069676.000000 Penalty: 5582.305176
	Iteration 50Q: 3 clusters Score -6069676 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75366 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -6069694.000000 Penalty: 5582.305176
	Iteration 51Q: 3 clusters Score -6069694 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75406 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -6069712.500000 Penalty: 5582.305176
	Iteration 52Q: 3 clusters Score -6069712 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75439 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -6069728.000000 Penalty: 5582.305176
	Iteration 53Q: 3 clusters Score -6069728 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75457 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -6069733.000000 Penalty: 5582.305176
	Iteration 54Q: 3 clusters Score -6069733 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75482 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -6069734.000000 Penalty: 5582.305176
	Iteration 55Q: 3 clusters Score -6069734 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75502 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -6069738.000000 Penalty: 5582.305176
	Iteration 56Q: 3 clusters Score -6069738 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75518 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -6069747.500000 Penalty: 5582.305176
	Iteration 57Q: 3 clusters Score -6069748 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75544 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -6069752.500000 Penalty: 5582.305176
	Iteration 58Q: 3 clusters Score -6069752 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75560 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -6069766.500000 Penalty: 5582.305176
	Iteration 59Q: 3 clusters Score -6069766 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75576 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -6069766.500000 Penalty: 5582.305176
	Iteration 60F: 3 clusters Score -6069766 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75590 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -6069775.000000 Penalty: 5582.305176
	Iteration 61Q: 3 clusters Score -6069775 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75604 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -6069778.500000 Penalty: 5582.305176
	Iteration 62Q: 3 clusters Score -6069778 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75614 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -6069783.500000 Penalty: 5582.305176
	Iteration 63Q: 3 clusters Score -6069784 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75626 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -6069787.000000 Penalty: 5582.305176
	Iteration 64Q: 3 clusters Score -6069787 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75635 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -6069782.500000 Penalty: 5582.305176
	Iteration 65Q: 3 clusters Score -6069782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75640 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -6069789.000000 Penalty: 5582.305176
	Iteration 66Q: 3 clusters Score -6069789 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75646 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -6069794.500000 Penalty: 5582.305176
	Iteration 67Q: 3 clusters Score -6069794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75650 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -6069797.000000 Penalty: 5582.305176
	Iteration 68Q: 3 clusters Score -6069797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75653 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -6069805.000000 Penalty: 5582.305176
	Iteration 69Q: 3 clusters Score -6069805 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75656 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -6069796.500000 Penalty: 5582.305176
	Iteration 70Q: 3 clusters Score -6069796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75662 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -6069794.000000 Penalty: 5582.305176
	Iteration 71Q: 3 clusters Score -6069794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75666 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -6069795.000000 Penalty: 5582.305176
	Iteration 72Q: 3 clusters Score -6069795 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75668 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -6069794.000000 Penalty: 5582.305176
	Iteration 73Q: 3 clusters Score -6069794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75671 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -6069799.500000 Penalty: 5582.305176
	Iteration 74Q: 3 clusters Score -6069800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75673 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -6069799.000000 Penalty: 5582.305176
	Iteration 75Q: 3 clusters Score -6069799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75674 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -6069801.500000 Penalty: 5582.305176
	Iteration 76Q: 3 clusters Score -6069802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75674 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -6069801.500000 Penalty: 5582.305176
	Iteration 77F: 3 clusters Score -6069802 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (73533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73533 members 
Entering Unmasked Estep 
Score: -5938260.000000 Penalty: 2778.961426
	Iteration 0F: 2 clusters Score -5938260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36838 members 
Mstep: Class 2 contains 36695 members 
Entering Unmasked Estep 
Score: -5888887.000000 Penalty: 5557.922852
	Iteration 0F: 3 clusters Score -5888887 nChanged 34565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37111 members 
Mstep: Class 2 contains 36422 members 
Entering Unmasked Estep 
Score: -5908364.000000 Penalty: 5557.922852
	Iteration 1F: 3 clusters Score -5908364 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37531 members 
Mstep: Class 2 contains 36002 members 
Entering Unmasked Estep 
Score: -5909170.500000 Penalty: 5557.922852
	Iteration 2Q: 3 clusters Score -5909170 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38233 members 
Mstep: Class 2 contains 35300 members 
Entering Unmasked Estep 
Score: -5910182.500000 Penalty: 5557.922852
	Iteration 3Q: 3 clusters Score -5910182 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39291 members 
Mstep: Class 2 contains 34242 members 
Entering Unmasked Estep 
Score: -5911287.500000 Penalty: 5557.922852
	Iteration 4Q: 3 clusters Score -5911288 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40834 members 
Mstep: Class 2 contains 32699 members 
Entering Unmasked Estep 
Score: -5912961.000000 Penalty: 5557.922852
	Iteration 5Q: 3 clusters Score -5912961 nChanged 4094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42996 members 
Mstep: Class 2 contains 30537 members 
Entering Unmasked Estep 
Score: -5915429.500000 Penalty: 5557.922852
	Iteration 6F: 3 clusters Score -5915430 nChanged 4667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45585 members 
Mstep: Class 2 contains 27948 members 
Entering Unmasked Estep 
Score: -5918854.500000 Penalty: 5557.922852
	Iteration 7F: 3 clusters Score -5918854 nChanged 4874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48115 members 
Mstep: Class 2 contains 25418 members 
Entering Unmasked Estep 
Score: -5923224.500000 Penalty: 5557.922852
	Iteration 8F: 3 clusters Score -5923224 nChanged 4613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49956 members 
Mstep: Class 2 contains 23577 members 
Entering Unmasked Estep 
Score: -5927606.000000 Penalty: 5557.922852
	Iteration 9F: 3 clusters Score -5927606 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50879 members 
Mstep: Class 2 contains 22654 members 
Entering Unmasked Estep 
Score: -5930924.000000 Penalty: 5557.922852
	Iteration 10F: 3 clusters Score -5930924 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51333 members 
Mstep: Class 2 contains 22200 members 
Entering Unmasked Estep 
Score: -5932510.500000 Penalty: 5557.922852
	Iteration 11Q: 3 clusters Score -5932510 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51664 members 
Mstep: Class 2 contains 21869 members 
Entering Unmasked Estep 
Score: -5933191.000000 Penalty: 5557.922852
	Iteration 12Q: 3 clusters Score -5933191 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51920 members 
Mstep: Class 2 contains 21613 members 
Entering Unmasked Estep 
Score: -5933559.000000 Penalty: 5557.922852
	Iteration 13Q: 3 clusters Score -5933559 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52143 members 
Mstep: Class 2 contains 21390 members 
Entering Unmasked Estep 
Score: -5933742.500000 Penalty: 5557.922852
	Iteration 14Q: 3 clusters Score -5933742 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52351 members 
Mstep: Class 2 contains 21182 members 
Entering Unmasked Estep 
Score: -5933905.000000 Penalty: 5557.922852
	Iteration 15Q: 3 clusters Score -5933905 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52525 members 
Mstep: Class 2 contains 21008 members 
Entering Unmasked Estep 
Score: -5933983.500000 Penalty: 5557.922852
	Iteration 16Q: 3 clusters Score -5933984 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52667 members 
Mstep: Class 2 contains 20866 members 
Entering Unmasked Estep 
Score: -5934049.000000 Penalty: 5557.922852
	Iteration 17Q: 3 clusters Score -5934049 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52808 members 
Mstep: Class 2 contains 20725 members 
Entering Unmasked Estep 
Score: -5934118.000000 Penalty: 5557.922852
	Iteration 18Q: 3 clusters Score -5934118 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52983 members 
Mstep: Class 2 contains 20550 members 
Entering Unmasked Estep 
Score: -5934174.000000 Penalty: 5557.922852
	Iteration 19Q: 3 clusters Score -5934174 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53161 members 
Mstep: Class 2 contains 20372 members 
Entering Unmasked Estep 
Score: -5934205.500000 Penalty: 5557.922852
	Iteration 20F: 3 clusters Score -5934206 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53337 members 
Mstep: Class 2 contains 20196 members 
Entering Unmasked Estep 
Score: -5934273.500000 Penalty: 5557.922852
	Iteration 21Q: 3 clusters Score -5934274 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53494 members 
Mstep: Class 2 contains 20039 members 
Entering Unmasked Estep 
Score: -5934295.500000 Penalty: 5557.922852
	Iteration 22Q: 3 clusters Score -5934296 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53625 members 
Mstep: Class 2 contains 19908 members 
Entering Unmasked Estep 
Score: -5934322.500000 Penalty: 5557.922852
	Iteration 23Q: 3 clusters Score -5934322 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53751 members 
Mstep: Class 2 contains 19782 members 
Entering Unmasked Estep 
Score: -5934337.500000 Penalty: 5557.922852
	Iteration 24Q: 3 clusters Score -5934338 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53867 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -5934338.000000 Penalty: 5557.922852
	Iteration 25Q: 3 clusters Score -5934338 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53967 members 
Mstep: Class 2 contains 19566 members 
Entering Unmasked Estep 
Score: -5934344.000000 Penalty: 5557.922852
	Iteration 26Q: 3 clusters Score -5934344 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54061 members 
Mstep: Class 2 contains 19472 members 
Entering Unmasked Estep 
Score: -5934368.500000 Penalty: 5557.922852
	Iteration 27Q: 3 clusters Score -5934368 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54162 members 
Mstep: Class 2 contains 19371 members 
Entering Unmasked Estep 
Score: -5934362.500000 Penalty: 5557.922852
	Iteration 28Q: 3 clusters Score -5934362 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54244 members 
Mstep: Class 2 contains 19289 members 
Entering Unmasked Estep 
Score: -5934381.500000 Penalty: 5557.922852
	Iteration 29Q: 3 clusters Score -5934382 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54324 members 
Mstep: Class 2 contains 19209 members 
Entering Unmasked Estep 
Score: -5934386.000000 Penalty: 5557.922852
	Iteration 30Q: 3 clusters Score -5934386 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54401 members 
Mstep: Class 2 contains 19132 members 
Entering Unmasked Estep 
Score: -5934396.500000 Penalty: 5557.922852
	Iteration 31Q: 3 clusters Score -5934396 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54472 members 
Mstep: Class 2 contains 19061 members 
Entering Unmasked Estep 
Score: -5934394.000000 Penalty: 5557.922852
	Iteration 32Q: 3 clusters Score -5934394 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54537 members 
Mstep: Class 2 contains 18996 members 
Entering Unmasked Estep 
Score: -5934390.500000 Penalty: 5557.922852
	Iteration 33Q: 3 clusters Score -5934390 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54610 members 
Mstep: Class 2 contains 18923 members 
Entering Unmasked Estep 
Score: -5934393.000000 Penalty: 5557.922852
	Iteration 34Q: 3 clusters Score -5934393 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54667 members 
Mstep: Class 2 contains 18866 members 
Entering Unmasked Estep 
Score: -5934390.500000 Penalty: 5557.922852
	Iteration 35Q: 3 clusters Score -5934390 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54723 members 
Mstep: Class 2 contains 18810 members 
Entering Unmasked Estep 
Score: -5934399.500000 Penalty: 5557.922852
	Iteration 36Q: 3 clusters Score -5934400 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54791 members 
Mstep: Class 2 contains 18742 members 
Entering Unmasked Estep 
Score: -5934382.000000 Penalty: 5557.922852
	Iteration 37Q: 3 clusters Score -5934382 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54849 members 
Mstep: Class 2 contains 18684 members 
Entering Unmasked Estep 
Score: -5934375.500000 Penalty: 5557.922852
	Iteration 38Q: 3 clusters Score -5934376 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54895 members 
Mstep: Class 2 contains 18638 members 
Entering Unmasked Estep 
Score: -5934378.000000 Penalty: 5557.922852
	Iteration 39Q: 3 clusters Score -5934378 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54940 members 
Mstep: Class 2 contains 18593 members 
Entering Unmasked Estep 
Score: -5934381.000000 Penalty: 5557.922852
	Iteration 40F: 3 clusters Score -5934381 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54989 members 
Mstep: Class 2 contains 18544 members 
Entering Unmasked Estep 
Score: -5934395.000000 Penalty: 5557.922852
	Iteration 41Q: 3 clusters Score -5934395 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55036 members 
Mstep: Class 2 contains 18497 members 
Entering Unmasked Estep 
Score: -5934398.000000 Penalty: 5557.922852
	Iteration 42Q: 3 clusters Score -5934398 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55088 members 
Mstep: Class 2 contains 18445 members 
Entering Unmasked Estep 
Score: -5934412.500000 Penalty: 5557.922852
	Iteration 43Q: 3 clusters Score -5934412 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55135 members 
Mstep: Class 2 contains 18398 members 
Entering Unmasked Estep 
Score: -5934411.500000 Penalty: 5557.922852
	Iteration 44Q: 3 clusters Score -5934412 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55180 members 
Mstep: Class 2 contains 18353 members 
Entering Unmasked Estep 
Score: -5934433.000000 Penalty: 5557.922852
	Iteration 45Q: 3 clusters Score -5934433 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55224 members 
Mstep: Class 2 contains 18309 members 
Entering Unmasked Estep 
Score: -5934434.000000 Penalty: 5557.922852
	Iteration 46Q: 3 clusters Score -5934434 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55268 members 
Mstep: Class 2 contains 18265 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5934442 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55308 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5934438 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55345 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5934436 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55375 members 
Mstep: Class 2 contains 18158 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5934430 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55389 members 
Mstep: Class 2 contains 18144 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5934430 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55408 members 
Mstep: Class 2 contains 18125 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5934436 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55425 members 
Mstep: Class 2 contains 18108 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5934436 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55447 members 
Mstep: Class 2 contains 18086 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5934430 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55464 members 
Mstep: Class 2 contains 18069 members 
Entering Unmasked Estep 
Score: -5934432.500000 Penalty: 5557.922852
	Iteration 55Q: 3 clusters Score -5934432 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55479 members 
Mstep: Class 2 contains 18054 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5934432 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55503 members 
Mstep: Class 2 contains 18030 members 
Entering Unmasked Estep 
Score: -5934435.500000 Penalty: 5557.922852
	Iteration 57Q: 3 clusters Score -5934436 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55526 members 
Mstep: Class 2 contains 18007 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5934438 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55561 members 
Mstep: Class 2 contains 17972 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5934434 nChanged 25
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Mstep: Class 1 contains 55584 members 
Mstep: Class 2 contains 17949 members 
Entering Unmasked Estep 
Score: -5934426.500000 Penalty: 5557.922852
	Iteration 60F: 3 clusters Score -5934426 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55609 members 
Mstep: Class 2 contains 17924 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5934434 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55636 members 
Mstep: Class 2 contains 17897 members 
Entering Unmasked Estep 
Score: -5934431.000000 Penalty: 5557.922852
	Iteration 62Q: 3 clusters Score -5934431 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55665 members 
Mstep: Class 2 contains 17868 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5934423 nChanged 29
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55694 members 
Mstep: Class 2 contains 17839 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5934435 nChanged 33
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Mstep: Class 1 contains 55727 members 
Mstep: Class 2 contains 17806 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5934436 nChanged 42
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55769 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5934436 nChanged 39
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Mstep: Class 1 contains 55808 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5934438 nChanged 39
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Mstep: Class 1 contains 55845 members 
Mstep: Class 2 contains 17688 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5934444 nChanged 29
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Mstep: Class 1 contains 55874 members 
Mstep: Class 2 contains 17659 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5934446 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55907 members 
Mstep: Class 2 contains 17626 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5934448 nChanged 39
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Mstep: Class 1 contains 55946 members 
Mstep: Class 2 contains 17587 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5934456 nChanged 51
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Mstep: Class 1 contains 55995 members 
Mstep: Class 2 contains 17538 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5934446 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56035 members 
Mstep: Class 2 contains 17498 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5934442 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56073 members 
Mstep: Class 2 contains 17460 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5934450 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56111 members 
Mstep: Class 2 contains 17422 members 
Entering Unmasked Estep 
Score: -5934440.500000 Penalty: 5557.922852
	Iteration 75Q: 3 clusters Score -5934440 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56158 members 
Mstep: Class 2 contains 17375 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5934447 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56206 members 
Mstep: Class 2 contains 17327 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5934444 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56248 members 
Mstep: Class 2 contains 17285 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5934443 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56297 members 
Mstep: Class 2 contains 17236 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5934437 nChanged 57
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Mstep: Class 1 contains 56354 members 
Mstep: Class 2 contains 17179 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5934447 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56416 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5934449 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56473 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5934438 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56539 members 
Mstep: Class 2 contains 16994 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5934430 nChanged 74
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Mstep: Class 1 contains 56609 members 
Mstep: Class 2 contains 16924 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5934424 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56667 members 
Mstep: Class 2 contains 16866 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5934446 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56722 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5934450 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56778 members 
Mstep: Class 2 contains 16755 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5934456 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56832 members 
Mstep: Class 2 contains 16701 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5934454 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56877 members 
Mstep: Class 2 contains 16656 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5934445 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56923 members 
Mstep: Class 2 contains 16610 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5934444 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56977 members 
Mstep: Class 2 contains 16556 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5934446 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57030 members 
Mstep: Class 2 contains 16503 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5934448 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57074 members 
Mstep: Class 2 contains 16459 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5934454 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57117 members 
Mstep: Class 2 contains 16416 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5934471 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57170 members 
Mstep: Class 2 contains 16363 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5934476 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57222 members 
Mstep: Class 2 contains 16311 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5934482 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57273 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5934492 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57324 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5934508 nChanged 39
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Mstep: Class 1 contains 57363 members 
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	Iteration 99Q: 3 clusters Score -5934508 nChanged 54
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Mstep: Class 1 contains 57417 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -5934500 nChanged 54
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Mstep: Class 1 contains 57471 members 
Mstep: Class 2 contains 16062 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5934502 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57527 members 
Mstep: Class 2 contains 16006 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5934503 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57568 members 
Mstep: Class 2 contains 15965 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5934511 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57618 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -5934520 nChanged 53
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Mstep: Class 1 contains 57669 members 
Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5934528 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57726 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -5934527 nChanged 63
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Mstep: Class 1 contains 57785 members 
Mstep: Class 2 contains 15748 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -5934532 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57840 members 
Mstep: Class 2 contains 15693 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -5934540 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57890 members 
Mstep: Class 2 contains 15643 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -5934538 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57944 members 
Mstep: Class 2 contains 15589 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -5934528 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58007 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -5934539.000000 Penalty: 5557.922852
	Iteration 111Q: 3 clusters Score -5934539 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58067 members 
Mstep: Class 2 contains 15466 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -5934544 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58128 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -5934554 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58188 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -5934553 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58247 members 
Mstep: Class 2 contains 15286 members 
Entering Unmasked Estep 
Score: -5934542.500000 Penalty: 5557.922852
	Iteration 115Q: 3 clusters Score -5934542 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58315 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -5934562 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58385 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -5934592 nChanged 93
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Mstep: Class 1 contains 58476 members 
Mstep: Class 2 contains 15057 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -5934582 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58569 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -5934579 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58669 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -5934565.500000 Penalty: 5557.922852
	Iteration 120F: 3 clusters Score -5934566 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58764 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -5934570 nChanged 88
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58852 members 
Mstep: Class 2 contains 14681 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -5934580 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58935 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -5934581.500000 Penalty: 5557.922852
	Iteration 123Q: 3 clusters Score -5934582 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59019 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -5934582 nChanged 102
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Mstep: Class 1 contains 59121 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -5934605 nChanged 105
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59224 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -5934614 nChanged 110
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59334 members 
Mstep: Class 2 contains 14199 members 
Entering Unmasked Estep 
Score: -5934632.500000 Penalty: 5557.922852
	Iteration 127Q: 3 clusters Score -5934632 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59451 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -5934631.500000 Penalty: 5557.922852
	Iteration 128Q: 3 clusters Score -5934632 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59565 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
Score: -5934659.000000 Penalty: 5557.922852
	Iteration 129Q: 3 clusters Score -5934659 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59701 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -5934690 nChanged 127
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59826 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -5934691 nChanged 115
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59941 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -5934690 nChanged 111
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Mstep: Class 1 contains 60052 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -5934708 nChanged 132
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Mstep: Class 1 contains 60182 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -5934708 nChanged 143
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60323 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
Score: -5934721.000000 Penalty: 5557.922852
	Iteration 135Q: 3 clusters Score -5934721 nChanged 167
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60490 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -5934726 nChanged 173
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Mstep: Class 1 contains 60661 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -5934752 nChanged 192
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Mstep: Class 1 contains 60853 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -5934784 nChanged 194
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Mstep: Class 1 contains 61045 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -5934793 nChanged 206
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61245 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -5934824 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61450 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -5934865 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61659 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -5934905.500000 Penalty: 5557.922852
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61867 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -5934936 nChanged 192
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Mstep: Class 1 contains 62059 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -5934960 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62249 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -5934973.500000 Penalty: 5557.922852
	Iteration 145Q: 3 clusters Score -5934974 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62447 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -5934977.500000 Penalty: 5557.922852
	Iteration 146Q: 3 clusters Score -5934978 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62627 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -5935000 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62788 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -5935026 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62974 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -5935060 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63158 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -5935058.500000 Penalty: 5557.922852
	Iteration 150Q: 3 clusters Score -5935058 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63326 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -5935064.500000 Penalty: 5557.922852
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63478 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -5935105.000000 Penalty: 5557.922852
	Iteration 152Q: 3 clusters Score -5935105 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63642 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -5935134.000000 Penalty: 5557.922852
	Iteration 153Q: 3 clusters Score -5935134 nChanged 202
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63844 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -5935176.000000 Penalty: 5557.922852
	Iteration 154Q: 3 clusters Score -5935176 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64071 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -5935222.500000 Penalty: 5557.922852
	Iteration 155Q: 3 clusters Score -5935222 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64276 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -5935237.500000 Penalty: 5557.922852
	Iteration 156Q: 3 clusters Score -5935238 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64471 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -5935250.000000 Penalty: 5557.922852
	Iteration 157Q: 3 clusters Score -5935250 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64663 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -5935290.000000 Penalty: 5557.922852
	Iteration 158Q: 3 clusters Score -5935290 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64860 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -5935337.500000 Penalty: 5557.922852
	Iteration 159Q: 3 clusters Score -5935338 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65054 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -5935347.000000 Penalty: 5557.922852
	Iteration 160F: 3 clusters Score -5935347 nChanged 197
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65249 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -5935362.000000 Penalty: 5557.922852
	Iteration 161Q: 3 clusters Score -5935362 nChanged 199
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65448 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -5935407.000000 Penalty: 5557.922852
	Iteration 162Q: 3 clusters Score -5935407 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65640 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -5935441.000000 Penalty: 5557.922852
	Iteration 163Q: 3 clusters Score -5935441 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65843 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -5935489.500000 Penalty: 5557.922852
	Iteration 164Q: 3 clusters Score -5935490 nChanged 209
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66050 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -5935526.000000 Penalty: 5557.922852
	Iteration 165Q: 3 clusters Score -5935526 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66255 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -5935541.500000 Penalty: 5557.922852
	Iteration 166Q: 3 clusters Score -5935542 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66467 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -5935585.500000 Penalty: 5557.922852
	Iteration 167Q: 3 clusters Score -5935586 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66623 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -5935619.000000 Penalty: 5557.922852
	Iteration 168Q: 3 clusters Score -5935619 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66783 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -5935647.000000 Penalty: 5557.922852
	Iteration 169Q: 3 clusters Score -5935647 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66939 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -5935678 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67084 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -5935693.500000 Penalty: 5557.922852
	Iteration 171Q: 3 clusters Score -5935694 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67233 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -5935715.000000 Penalty: 5557.922852
	Iteration 172Q: 3 clusters Score -5935715 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67399 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -5935740.000000 Penalty: 5557.922852
	Iteration 173Q: 3 clusters Score -5935740 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67565 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -5935772.500000 Penalty: 5557.922852
	Iteration 174Q: 3 clusters Score -5935772 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67727 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -5935774.500000 Penalty: 5557.922852
	Iteration 175Q: 3 clusters Score -5935774 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67883 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -5935807.000000 Penalty: 5557.922852
	Iteration 176Q: 3 clusters Score -5935807 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68035 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -5935829.000000 Penalty: 5557.922852
	Iteration 177Q: 3 clusters Score -5935829 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68174 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -5935872.500000 Penalty: 5557.922852
	Iteration 178Q: 3 clusters Score -5935872 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68292 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -5935882.500000 Penalty: 5557.922852
	Iteration 179Q: 3 clusters Score -5935882 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68412 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -5935906.500000 Penalty: 5557.922852
	Iteration 180F: 3 clusters Score -5935906 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68529 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -5935920.500000 Penalty: 5557.922852
	Iteration 181Q: 3 clusters Score -5935920 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68628 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -5935942.000000 Penalty: 5557.922852
	Iteration 182Q: 3 clusters Score -5935942 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68722 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -5935963.000000 Penalty: 5557.922852
	Iteration 183Q: 3 clusters Score -5935963 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68812 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -5935977.000000 Penalty: 5557.922852
	Iteration 184Q: 3 clusters Score -5935977 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68889 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -5936000.500000 Penalty: 5557.922852
	Iteration 185Q: 3 clusters Score -5936000 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68978 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -5936027.500000 Penalty: 5557.922852
	Iteration 186Q: 3 clusters Score -5936028 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69082 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -5936043.500000 Penalty: 5557.922852
	Iteration 187Q: 3 clusters Score -5936044 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69180 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -5936062.000000 Penalty: 5557.922852
	Iteration 188Q: 3 clusters Score -5936062 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69269 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -5936070.000000 Penalty: 5557.922852
	Iteration 189Q: 3 clusters Score -5936070 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69352 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -5936104.500000 Penalty: 5557.922852
	Iteration 190Q: 3 clusters Score -5936104 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69417 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -5936114.500000 Penalty: 5557.922852
	Iteration 191Q: 3 clusters Score -5936114 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69479 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -5936135.500000 Penalty: 5557.922852
	Iteration 192Q: 3 clusters Score -5936136 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69545 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -5936140.000000 Penalty: 5557.922852
	Iteration 193Q: 3 clusters Score -5936140 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69592 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -5936147.500000 Penalty: 5557.922852
	Iteration 194Q: 3 clusters Score -5936148 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69630 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -5936147 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69665 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -5936152.500000 Penalty: 5557.922852
	Iteration 196Q: 3 clusters Score -5936152 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69678 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -5936158.000000 Penalty: 5557.922852
	Iteration 197Q: 3 clusters Score -5936158 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69693 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -5936163.500000 Penalty: 5557.922852
	Iteration 198Q: 3 clusters Score -5936164 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69718 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -5936177.000000 Penalty: 5557.922852
	Iteration 199Q: 3 clusters Score -5936177 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69743 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -5936187.500000 Penalty: 5557.922852
	Iteration 200F: 3 clusters Score -5936188 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69761 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -5936172.000000 Penalty: 5557.922852
	Iteration 201Q: 3 clusters Score -5936172 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69773 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -5936170.500000 Penalty: 5557.922852
	Iteration 202Q: 3 clusters Score -5936170 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69782 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -5936174.000000 Penalty: 5557.922852
	Iteration 203Q: 3 clusters Score -5936174 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69793 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -5936172.000000 Penalty: 5557.922852
	Iteration 204Q: 3 clusters Score -5936172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69801 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -5936176.500000 Penalty: 5557.922852
	Iteration 205Q: 3 clusters Score -5936176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69810 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -5936178.500000 Penalty: 5557.922852
	Iteration 206Q: 3 clusters Score -5936178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69819 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -5936176.500000 Penalty: 5557.922852
	Iteration 207Q: 3 clusters Score -5936176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69826 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -5936182.500000 Penalty: 5557.922852
	Iteration 208Q: 3 clusters Score -5936182 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69833 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -5936196.000000 Penalty: 5557.922852
	Iteration 209Q: 3 clusters Score -5936196 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69841 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -5936194.500000 Penalty: 5557.922852
	Iteration 210Q: 3 clusters Score -5936194 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69855 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -5936194.000000 Penalty: 5557.922852
	Iteration 211Q: 3 clusters Score -5936194 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69868 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -5936194 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69888 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -5936194.500000 Penalty: 5557.922852
	Iteration 213Q: 3 clusters Score -5936194 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69902 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -5936207.000000 Penalty: 5557.922852
	Iteration 214Q: 3 clusters Score -5936207 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69914 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -5936203.000000 Penalty: 5557.922852
	Iteration 215Q: 3 clusters Score -5936203 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69927 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -5936199.000000 Penalty: 5557.922852
	Iteration 216Q: 3 clusters Score -5936199 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69942 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -5936205.500000 Penalty: 5557.922852
	Iteration 217Q: 3 clusters Score -5936206 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69959 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -5936210.000000 Penalty: 5557.922852
	Iteration 218Q: 3 clusters Score -5936210 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69972 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -5936214.500000 Penalty: 5557.922852
	Iteration 219Q: 3 clusters Score -5936214 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69982 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -5936219.500000 Penalty: 5557.922852
	Iteration 220F: 3 clusters Score -5936220 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69997 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -5936221.500000 Penalty: 5557.922852
	Iteration 221Q: 3 clusters Score -5936222 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70011 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -5936230.500000 Penalty: 5557.922852
	Iteration 222Q: 3 clusters Score -5936230 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70026 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -5936224.500000 Penalty: 5557.922852
	Iteration 223Q: 3 clusters Score -5936224 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70044 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -5936228.500000 Penalty: 5557.922852
	Iteration 224Q: 3 clusters Score -5936228 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70061 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -5936230.000000 Penalty: 5557.922852
	Iteration 225Q: 3 clusters Score -5936230 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70075 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -5936231.000000 Penalty: 5557.922852
	Iteration 226Q: 3 clusters Score -5936231 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70090 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -5936239.500000 Penalty: 5557.922852
	Iteration 227Q: 3 clusters Score -5936240 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70099 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -5936236.500000 Penalty: 5557.922852
	Iteration 228Q: 3 clusters Score -5936236 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70115 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -5936230.500000 Penalty: 5557.922852
	Iteration 229Q: 3 clusters Score -5936230 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70130 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -5936229.000000 Penalty: 5557.922852
	Iteration 230Q: 3 clusters Score -5936229 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70142 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -5936235.000000 Penalty: 5557.922852
	Iteration 231Q: 3 clusters Score -5936235 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70154 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -5936234.500000 Penalty: 5557.922852
	Iteration 232Q: 3 clusters Score -5936234 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70163 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -5936227.000000 Penalty: 5557.922852
	Iteration 233Q: 3 clusters Score -5936227 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70169 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -5936224.000000 Penalty: 5557.922852
	Iteration 234Q: 3 clusters Score -5936224 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70183 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -5936233.000000 Penalty: 5557.922852
	Iteration 235Q: 3 clusters Score -5936233 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70197 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -5936234.000000 Penalty: 5557.922852
	Iteration 236Q: 3 clusters Score -5936234 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70215 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -5936243.000000 Penalty: 5557.922852
	Iteration 237Q: 3 clusters Score -5936243 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70225 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -5936248.000000 Penalty: 5557.922852
	Iteration 238Q: 3 clusters Score -5936248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70234 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -5936247.000000 Penalty: 5557.922852
	Iteration 239Q: 3 clusters Score -5936247 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70242 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -5936247.500000 Penalty: 5557.922852
	Iteration 240F: 3 clusters Score -5936248 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70251 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -5936248.500000 Penalty: 5557.922852
	Iteration 241Q: 3 clusters Score -5936248 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70261 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -5936249.000000 Penalty: 5557.922852
	Iteration 242Q: 3 clusters Score -5936249 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70267 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -5936256.000000 Penalty: 5557.922852
	Iteration 243Q: 3 clusters Score -5936256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70269 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -5936254.500000 Penalty: 5557.922852
	Iteration 244Q: 3 clusters Score -5936254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70274 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -5936259.000000 Penalty: 5557.922852
	Iteration 245Q: 3 clusters Score -5936259 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70281 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -5936252.000000 Penalty: 5557.922852
	Iteration 246Q: 3 clusters Score -5936252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70282 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -5936254.500000 Penalty: 5557.922852
	Iteration 247Q: 3 clusters Score -5936254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70283 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -5936261.000000 Penalty: 5557.922852
	Iteration 248Q: 3 clusters Score -5936261 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70285 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -5936267.000000 Penalty: 5557.922852
	Iteration 249Q: 3 clusters Score -5936267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70287 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -5936272.500000 Penalty: 5557.922852
	Iteration 250Q: 3 clusters Score -5936272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70291 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -5936267.000000 Penalty: 5557.922852
	Iteration 251Q: 3 clusters Score -5936267 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70295 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -5936271.500000 Penalty: 5557.922852
	Iteration 252Q: 3 clusters Score -5936272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70301 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -5936267.500000 Penalty: 5557.922852
	Iteration 253Q: 3 clusters Score -5936268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70302 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -5936263.000000 Penalty: 5557.922852
	Iteration 254Q: 3 clusters Score -5936263 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70305 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -5936262.500000 Penalty: 5557.922852
	Iteration 255Q: 3 clusters Score -5936262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70306 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -5936263.500000 Penalty: 5557.922852
	Iteration 256Q: 3 clusters Score -5936264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70306 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -5936263.500000 Penalty: 5557.922852
	Iteration 257F: 3 clusters Score -5936264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Entering Unmasked Estep 
Score: -390241.187500 Penalty: 2109.971680
	Iteration 0F: 2 clusters Score -390241.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -385718.937500 Penalty: 4219.943359
	Iteration 0F: 3 clusters Score -385718.9 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -386809.593750 Penalty: 4219.943359
	Iteration 1F: 3 clusters Score -386809.6 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -387068.531250 Penalty: 4219.943359
	Iteration 2F: 3 clusters Score -387068.5 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -387223.156250 Penalty: 4219.943359
	Iteration 3F: 3 clusters Score -387223.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -387364.781250 Penalty: 4219.943359
	Iteration 4Q: 3 clusters Score -387364.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -387496.468750 Penalty: 4219.943359
	Iteration 5Q: 3 clusters Score -387496.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -387643.656250 Penalty: 4219.943359
	Iteration 6Q: 3 clusters Score -387643.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -387806.718750 Penalty: 4219.943359
	Iteration 7Q: 3 clusters Score -387806.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -387997.687500 Penalty: 4219.943359
	Iteration 8Q: 3 clusters Score -387997.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -388124.593750 Penalty: 4219.943359
	Iteration 9Q: 3 clusters Score -388124.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -388211.812500 Penalty: 4219.943359
	Iteration 10Q: 3 clusters Score -388211.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -388271.875000 Penalty: 4219.943359
	Iteration 11Q: 3 clusters Score -388271.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -388332.125000 Penalty: 4219.943359
	Iteration 12Q: 3 clusters Score -388332.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -388395.593750 Penalty: 4219.943359
	Iteration 13Q: 3 clusters Score -388395.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -388469.781250 Penalty: 4219.943359
	Iteration 14Q: 3 clusters Score -388469.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -388535.687500 Penalty: 4219.943359
	Iteration 15Q: 3 clusters Score -388535.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -388601.468750 Penalty: 4219.943359
	Iteration 16Q: 3 clusters Score -388601.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -388648.406250 Penalty: 4219.943359
	Iteration 17Q: 3 clusters Score -388648.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -388692.687500 Penalty: 4219.943359
	Iteration 18Q: 3 clusters Score -388692.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -388721.468750 Penalty: 4219.943359
	Iteration 19Q: 3 clusters Score -388721.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -388739.093750 Penalty: 4219.943359
	Iteration 20F: 3 clusters Score -388739.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -388753.500000 Penalty: 4219.943359
	Iteration 21Q: 3 clusters Score -388753.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -388758.718750 Penalty: 4219.943359
	Iteration 22Q: 3 clusters Score -388758.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -388760.843750 Penalty: 4219.943359
	Iteration 23Q: 3 clusters Score -388760.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -388763.156250 Penalty: 4219.943359
	Iteration 24Q: 3 clusters Score -388763.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -388765.343750 Penalty: 4219.943359
	Iteration 25Q: 3 clusters Score -388765.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -388767.812500 Penalty: 4219.943359
	Iteration 26Q: 3 clusters Score -388767.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -388771.062500 Penalty: 4219.943359
	Iteration 27Q: 3 clusters Score -388771.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -388773.000000 Penalty: 4219.943359
	Iteration 28Q: 3 clusters Score -388773 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -388775.031250 Penalty: 4219.943359
	Iteration 29Q: 3 clusters Score -388775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -388777.062500 Penalty: 4219.943359
	Iteration 30Q: 3 clusters Score -388777.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -388779.375000 Penalty: 4219.943359
	Iteration 31Q: 3 clusters Score -388779.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -388780.187500 Penalty: 4219.943359
	Iteration 32Q: 3 clusters Score -388780.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -388780.187500 Penalty: 4219.943359
	Iteration 33F: 3 clusters Score -388780.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Entering Unmasked Estep 
Score: -678227.125000 Penalty: 2253.950928
	Iteration 0F: 2 clusters Score -678227.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -671307.125000 Penalty: 4507.901855
	Iteration 0F: 3 clusters Score -671307.1 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -673318.875000 Penalty: 4507.901855
	Iteration 1F: 3 clusters Score -673318.9 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -673669.250000 Penalty: 4507.901855
	Iteration 2F: 3 clusters Score -673669.2 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -673933.937500 Penalty: 4507.901855
	Iteration 3F: 3 clusters Score -673933.9 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -674130.875000 Penalty: 4507.901855
	Iteration 4Q: 3 clusters Score -674130.9 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -674315.812500 Penalty: 4507.901855
	Iteration 5Q: 3 clusters Score -674315.8 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -674525.312500 Penalty: 4507.901855
	Iteration 6Q: 3 clusters Score -674525.3 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -674734.000000 Penalty: 4507.901855
	Iteration 7Q: 3 clusters Score -674734 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -674955.250000 Penalty: 4507.901855
	Iteration 8Q: 3 clusters Score -674955.2 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -675216.750000 Penalty: 4507.901855
	Iteration 9Q: 3 clusters Score -675216.8 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -675490.437500 Penalty: 4507.901855
	Iteration 10Q: 3 clusters Score -675490.4 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -675756.750000 Penalty: 4507.901855
	Iteration 11Q: 3 clusters Score -675756.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -675992.125000 Penalty: 4507.901855
	Iteration 12Q: 3 clusters Score -675992.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -676168.250000 Penalty: 4507.901855
	Iteration 13Q: 3 clusters Score -676168.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -676287.562500 Penalty: 4507.901855
	Iteration 14Q: 3 clusters Score -676287.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -676366.937500 Penalty: 4507.901855
	Iteration 15Q: 3 clusters Score -676366.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -676409.312500 Penalty: 4507.901855
	Iteration 16Q: 3 clusters Score -676409.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -676433.562500 Penalty: 4507.901855
	Iteration 17Q: 3 clusters Score -676433.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -676453.250000 Penalty: 4507.901855
	Iteration 18Q: 3 clusters Score -676453.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -676467.437500 Penalty: 4507.901855
	Iteration 19Q: 3 clusters Score -676467.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -676482.250000 Penalty: 4507.901855
	Iteration 20F: 3 clusters Score -676482.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -676488.937500 Penalty: 4507.901855
	Iteration 21Q: 3 clusters Score -676488.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -676500.312500 Penalty: 4507.901855
	Iteration 22Q: 3 clusters Score -676500.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -676507.187500 Penalty: 4507.901855
	Iteration 23Q: 3 clusters Score -676507.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -676515.375000 Penalty: 4507.901855
	Iteration 24Q: 3 clusters Score -676515.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -676524.062500 Penalty: 4507.901855
	Iteration 25Q: 3 clusters Score -676524.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -676531.562500 Penalty: 4507.901855
	Iteration 26Q: 3 clusters Score -676531.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -676534.312500 Penalty: 4507.901855
	Iteration 27Q: 3 clusters Score -676534.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -676537.375000 Penalty: 4507.901855
	Iteration 28Q: 3 clusters Score -676537.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -676541.250000 Penalty: 4507.901855
	Iteration 29Q: 3 clusters Score -676541.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -676544.187500 Penalty: 4507.901855
	Iteration 30Q: 3 clusters Score -676544.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -676546.562500 Penalty: 4507.901855
	Iteration 31Q: 3 clusters Score -676546.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -676549.125000 Penalty: 4507.901855
	Iteration 32Q: 3 clusters Score -676549.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -676555.312500 Penalty: 4507.901855
	Iteration 33Q: 3 clusters Score -676555.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -676557.500000 Penalty: 4507.901855
	Iteration 34Q: 3 clusters Score -676557.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -676563.562500 Penalty: 4507.901855
	Iteration 35Q: 3 clusters Score -676563.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -676568.062500 Penalty: 4507.901855
	Iteration 36Q: 3 clusters Score -676568.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -676569.750000 Penalty: 4507.901855
	Iteration 37Q: 3 clusters Score -676569.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -676573.062500 Penalty: 4507.901855
	Iteration 38Q: 3 clusters Score -676573.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -676574.750000 Penalty: 4507.901855
	Iteration 39Q: 3 clusters Score -676574.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -676575.687500 Penalty: 4507.901855
	Iteration 40F: 3 clusters Score -676575.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -676580.687500 Penalty: 4507.901855
	Iteration 41Q: 3 clusters Score -676580.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -676581.687500 Penalty: 4507.901855
	Iteration 42Q: 3 clusters Score -676581.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -676581.312500 Penalty: 4507.901855
	Iteration 43Q: 3 clusters Score -676581.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -676581.312500 Penalty: 4507.901855
	Iteration 44F: 3 clusters Score -676581.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Entering Unmasked Estep 
Score: -1053280.500000 Penalty: 2371.807373
	Iteration 0F: 2 clusters Score -1053280 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 7120 members 
Entering Unmasked Estep 
Score: -1042949.375000 Penalty: 4743.614746
	Iteration 0F: 3 clusters Score -1042949 nChanged 6100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1046398.250000 Penalty: 4743.614746
	Iteration 1F: 3 clusters Score -1046398 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1046964.062500 Penalty: 4743.614746
	Iteration 2F: 3 clusters Score -1046964 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1047489.125000 Penalty: 4743.614746
	Iteration 3F: 3 clusters Score -1047489 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1047990.750000 Penalty: 4743.614746
	Iteration 4F: 3 clusters Score -1047991 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1048446.312500 Penalty: 4743.614746
	Iteration 5F: 3 clusters Score -1048446 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1048874.500000 Penalty: 4743.614746
	Iteration 6F: 3 clusters Score -1048874 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1049282.000000 Penalty: 4743.614746
	Iteration 7Q: 3 clusters Score -1049282 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1049674.250000 Penalty: 4743.614746
	Iteration 8Q: 3 clusters Score -1049674 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1049990.625000 Penalty: 4743.614746
	Iteration 9Q: 3 clusters Score -1049991 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1050236.500000 Penalty: 4743.614746
	Iteration 10Q: 3 clusters Score -1050236 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1050450.875000 Penalty: 4743.614746
	Iteration 11Q: 3 clusters Score -1050451 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1050616.125000 Penalty: 4743.614746
	Iteration 12Q: 3 clusters Score -1050616 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1050768.500000 Penalty: 4743.614746
	Iteration 13Q: 3 clusters Score -1050768 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1050899.250000 Penalty: 4743.614746
	Iteration 14Q: 3 clusters Score -1050899 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1051014.125000 Penalty: 4743.614746
	Iteration 15Q: 3 clusters Score -1051014 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1051123.875000 Penalty: 4743.614746
	Iteration 16Q: 3 clusters Score -1051124 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -1051216.625000 Penalty: 4743.614746
	Iteration 17Q: 3 clusters Score -1051217 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1051278.375000 Penalty: 4743.614746
	Iteration 18Q: 3 clusters Score -1051278 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1051331.125000 Penalty: 4743.614746
	Iteration 19Q: 3 clusters Score -1051331 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1051370.000000 Penalty: 4743.614746
	Iteration 20F: 3 clusters Score -1051370 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1051406.375000 Penalty: 4743.614746
	Iteration 21Q: 3 clusters Score -1051406 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1051441.625000 Penalty: 4743.614746
	Iteration 22Q: 3 clusters Score -1051442 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1051469.500000 Penalty: 4743.614746
	Iteration 23Q: 3 clusters Score -1051470 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1051500.000000 Penalty: 4743.614746
	Iteration 24Q: 3 clusters Score -1051500 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1051519.500000 Penalty: 4743.614746
	Iteration 25Q: 3 clusters Score -1051520 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1051533.750000 Penalty: 4743.614746
	Iteration 26Q: 3 clusters Score -1051534 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1051550.000000 Penalty: 4743.614746
	Iteration 27Q: 3 clusters Score -1051550 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1051567.125000 Penalty: 4743.614746
	Iteration 28Q: 3 clusters Score -1051567 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1051584.750000 Penalty: 4743.614746
	Iteration 29Q: 3 clusters Score -1051585 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1051597.125000 Penalty: 4743.614746
	Iteration 30Q: 3 clusters Score -1051597 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1051609.500000 Penalty: 4743.614746
	Iteration 31Q: 3 clusters Score -1051610 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1051624.000000 Penalty: 4743.614746
	Iteration 32Q: 3 clusters Score -1051624 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1051638.750000 Penalty: 4743.614746
	Iteration 33Q: 3 clusters Score -1051639 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1051650.875000 Penalty: 4743.614746
	Iteration 34Q: 3 clusters Score -1051651 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1051662.000000 Penalty: 4743.614746
	Iteration 35Q: 3 clusters Score -1051662 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1051677.750000 Penalty: 4743.614746
	Iteration 36Q: 3 clusters Score -1051678 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1051691.500000 Penalty: 4743.614746
	Iteration 37Q: 3 clusters Score -1051692 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1051714.625000 Penalty: 4743.614746
	Iteration 38Q: 3 clusters Score -1051715 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1051731.125000 Penalty: 4743.614746
	Iteration 39Q: 3 clusters Score -1051731 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1051743.000000 Penalty: 4743.614746
	Iteration 40F: 3 clusters Score -1051743 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1051748.250000 Penalty: 4743.614746
	Iteration 41Q: 3 clusters Score -1051748 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1051751.125000 Penalty: 4743.614746
	Iteration 42Q: 3 clusters Score -1051751 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1051758.500000 Penalty: 4743.614746
	Iteration 43Q: 3 clusters Score -1051758 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1051760.500000 Penalty: 4743.614746
	Iteration 44Q: 3 clusters Score -1051760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1051762.250000 Penalty: 4743.614746
	Iteration 45Q: 3 clusters Score -1051762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1051765.250000 Penalty: 4743.614746
	Iteration 46Q: 3 clusters Score -1051765 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1051766.375000 Penalty: 4743.614746
	Iteration 47Q: 3 clusters Score -1051766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1051765.750000 Penalty: 4743.614746
	Iteration 48Q: 3 clusters Score -1051766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1051768.000000 Penalty: 4743.614746
	Iteration 49Q: 3 clusters Score -1051768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1051768.250000 Penalty: 4743.614746
	Iteration 50Q: 3 clusters Score -1051768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1051768.250000 Penalty: 4743.614746
	Iteration 51F: 3 clusters Score -1051768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Entering Unmasked Estep 
Score: -359981.312500 Penalty: 2102.139893
	Iteration 0F: 2 clusters Score -359981.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -355665.468750 Penalty: 4204.279785
	Iteration 0F: 3 clusters Score -355665.5 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -356790.312500 Penalty: 4204.279785
	Iteration 1F: 3 clusters Score -356790.3 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -357039.218750 Penalty: 4204.279785
	Iteration 2F: 3 clusters Score -357039.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -357268.875000 Penalty: 4204.279785
	Iteration 3F: 3 clusters Score -357268.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -357466.312500 Penalty: 4204.279785
	Iteration 4F: 3 clusters Score -357466.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -357668.937500 Penalty: 4204.279785
	Iteration 5Q: 3 clusters Score -357668.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -357864.343750 Penalty: 4204.279785
	Iteration 6Q: 3 clusters Score -357864.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -358049.906250 Penalty: 4204.279785
	Iteration 7Q: 3 clusters Score -358049.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -358232.343750 Penalty: 4204.279785
	Iteration 8Q: 3 clusters Score -358232.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -358403.812500 Penalty: 4204.279785
	Iteration 9Q: 3 clusters Score -358403.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -358571.031250 Penalty: 4204.279785
	Iteration 10Q: 3 clusters Score -358571 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -358730.062500 Penalty: 4204.279785
	Iteration 11Q: 3 clusters Score -358730.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -358866.062500 Penalty: 4204.279785
	Iteration 12Q: 3 clusters Score -358866.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -358975.656250 Penalty: 4204.279785
	Iteration 13Q: 3 clusters Score -358975.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -359068.062500 Penalty: 4204.279785
	Iteration 14Q: 3 clusters Score -359068.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -359128.281250 Penalty: 4204.279785
	Iteration 15Q: 3 clusters Score -359128.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -359166.781250 Penalty: 4204.279785
	Iteration 16Q: 3 clusters Score -359166.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -359195.625000 Penalty: 4204.279785
	Iteration 17Q: 3 clusters Score -359195.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -359212.406250 Penalty: 4204.279785
	Iteration 18Q: 3 clusters Score -359212.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -359222.687500 Penalty: 4204.279785
	Iteration 19Q: 3 clusters Score -359222.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -359228.375000 Penalty: 4204.279785
	Iteration 20F: 3 clusters Score -359228.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -359230.593750 Penalty: 4204.279785
	Iteration 21Q: 3 clusters Score -359230.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -359231.375000 Penalty: 4204.279785
	Iteration 22Q: 3 clusters Score -359231.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -359232.062500 Penalty: 4204.279785
	Iteration 23Q: 3 clusters Score -359232.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -359232.062500 Penalty: 4204.279785
	Iteration 24F: 3 clusters Score -359232.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Entering Unmasked Estep 
Score: -604604.687500 Penalty: 2223.877686
	Iteration 0F: 2 clusters Score -604604.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -598251.437500 Penalty: 4447.755371
	Iteration 0F: 3 clusters Score -598251.4 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -600002.625000 Penalty: 4447.755371
	Iteration 1F: 3 clusters Score -600002.6 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -600290.812500 Penalty: 4447.755371
	Iteration 2F: 3 clusters Score -600290.8 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -600475.812500 Penalty: 4447.755371
	Iteration 3Q: 3 clusters Score -600475.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -600650.750000 Penalty: 4447.755371
	Iteration 4Q: 3 clusters Score -600650.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -600806.000000 Penalty: 4447.755371
	Iteration 5Q: 3 clusters Score -600806 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -600977.250000 Penalty: 4447.755371
	Iteration 6Q: 3 clusters Score -600977.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -601117.375000 Penalty: 4447.755371
	Iteration 7Q: 3 clusters Score -601117.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -601236.562500 Penalty: 4447.755371
	Iteration 8Q: 3 clusters Score -601236.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -601335.437500 Penalty: 4447.755371
	Iteration 9Q: 3 clusters Score -601335.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -601431.875000 Penalty: 4447.755371
	Iteration 10Q: 3 clusters Score -601431.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -601530.312500 Penalty: 4447.755371
	Iteration 11Q: 3 clusters Score -601530.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -601616.875000 Penalty: 4447.755371
	Iteration 12Q: 3 clusters Score -601616.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -601684.937500 Penalty: 4447.755371
	Iteration 13Q: 3 clusters Score -601684.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -601756.750000 Penalty: 4447.755371
	Iteration 14Q: 3 clusters Score -601756.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -601819.000000 Penalty: 4447.755371
	Iteration 15Q: 3 clusters Score -601819 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -601889.500000 Penalty: 4447.755371
	Iteration 16Q: 3 clusters Score -601889.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -601958.937500 Penalty: 4447.755371
	Iteration 17Q: 3 clusters Score -601958.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -602024.812500 Penalty: 4447.755371
	Iteration 18Q: 3 clusters Score -602024.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -602096.125000 Penalty: 4447.755371
	Iteration 19Q: 3 clusters Score -602096.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -602154.250000 Penalty: 4447.755371
	Iteration 20F: 3 clusters Score -602154.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -602210.187500 Penalty: 4447.755371
	Iteration 21Q: 3 clusters Score -602210.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -602265.812500 Penalty: 4447.755371
	Iteration 22Q: 3 clusters Score -602265.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -602342.250000 Penalty: 4447.755371
	Iteration 23Q: 3 clusters Score -602342.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -602436.687500 Penalty: 4447.755371
	Iteration 24Q: 3 clusters Score -602436.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -602520.937500 Penalty: 4447.755371
	Iteration 25Q: 3 clusters Score -602520.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -602623.125000 Penalty: 4447.755371
	Iteration 26Q: 3 clusters Score -602623.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -602729.750000 Penalty: 4447.755371
	Iteration 27Q: 3 clusters Score -602729.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -602809.125000 Penalty: 4447.755371
	Iteration 28Q: 3 clusters Score -602809.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -602864.187500 Penalty: 4447.755371
	Iteration 29Q: 3 clusters Score -602864.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -602903.625000 Penalty: 4447.755371
	Iteration 30Q: 3 clusters Score -602903.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -602927.687500 Penalty: 4447.755371
	Iteration 31Q: 3 clusters Score -602927.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -602950.812500 Penalty: 4447.755371
	Iteration 32Q: 3 clusters Score -602950.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -602968.625000 Penalty: 4447.755371
	Iteration 33Q: 3 clusters Score -602968.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -602978.312500 Penalty: 4447.755371
	Iteration 34Q: 3 clusters Score -602978.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -602986.625000 Penalty: 4447.755371
	Iteration 35Q: 3 clusters Score -602986.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -602992.750000 Penalty: 4447.755371
	Iteration 36Q: 3 clusters Score -602992.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -602998.750000 Penalty: 4447.755371
	Iteration 37Q: 3 clusters Score -602998.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -603002.187500 Penalty: 4447.755371
	Iteration 38Q: 3 clusters Score -603002.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -603003.687500 Penalty: 4447.755371
	Iteration 39Q: 3 clusters Score -603003.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -603005.875000 Penalty: 4447.755371
	Iteration 40F: 3 clusters Score -603005.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -603008.875000 Penalty: 4447.755371
	Iteration 41Q: 3 clusters Score -603008.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -603009.000000 Penalty: 4447.755371
	Iteration 42Q: 3 clusters Score -603009 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -603011.000000 Penalty: 4447.755371
	Iteration 43Q: 3 clusters Score -603011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -603010.937500 Penalty: 4447.755371
	Iteration 44Q: 3 clusters Score -603010.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -603011.750000 Penalty: 4447.755371
	Iteration 45Q: 3 clusters Score -603011.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -603011.687500 Penalty: 4447.755371
	Iteration 46Q: 3 clusters Score -603011.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -603013.812500 Penalty: 4447.755371
	Iteration 47Q: 3 clusters Score -603013.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -603017.562500 Penalty: 4447.755371
	Iteration 48Q: 3 clusters Score -603017.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -603018.562500 Penalty: 4447.755371
	Iteration 49Q: 3 clusters Score -603018.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -603019.062500 Penalty: 4447.755371
	Iteration 50Q: 3 clusters Score -603019.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -603020.750000 Penalty: 4447.755371
	Iteration 51Q: 3 clusters Score -603020.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -603021.687500 Penalty: 4447.755371
	Iteration 52Q: 3 clusters Score -603021.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -603023.562500 Penalty: 4447.755371
	Iteration 53Q: 3 clusters Score -603023.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -603025.375000 Penalty: 4447.755371
	Iteration 54Q: 3 clusters Score -603025.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -603026.562500 Penalty: 4447.755371
	Iteration 55Q: 3 clusters Score -603026.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -603026.250000 Penalty: 4447.755371
	Iteration 56Q: 3 clusters Score -603026.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -603029.375000 Penalty: 4447.755371
	Iteration 57Q: 3 clusters Score -603029.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -603030.687500 Penalty: 4447.755371
	Iteration 58Q: 3 clusters Score -603030.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -603029.937500 Penalty: 4447.755371
	Iteration 59Q: 3 clusters Score -603029.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -603033.687500 Penalty: 4447.755371
	Iteration 60F: 3 clusters Score -603033.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -603035.000000 Penalty: 4447.755371
	Iteration 61Q: 3 clusters Score -603035 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -603034.500000 Penalty: 4447.755371
	Iteration 62Q: 3 clusters Score -603034.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -603036.062500 Penalty: 4447.755371
	Iteration 63Q: 3 clusters Score -603036.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -603036.937500 Penalty: 4447.755371
	Iteration 64Q: 3 clusters Score -603036.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -603037.562500 Penalty: 4447.755371
	Iteration 65Q: 3 clusters Score -603037.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -603041.812500 Penalty: 4447.755371
	Iteration 66Q: 3 clusters Score -603041.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -603043.250000 Penalty: 4447.755371
	Iteration 67Q: 3 clusters Score -603043.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -603045.937500 Penalty: 4447.755371
	Iteration 68Q: 3 clusters Score -603045.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -603048.437500 Penalty: 4447.755371
	Iteration 69Q: 3 clusters Score -603048.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -603053.250000 Penalty: 4447.755371
	Iteration 70Q: 3 clusters Score -603053.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -603060.000000 Penalty: 4447.755371
	Iteration 71Q: 3 clusters Score -603060 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -603063.937500 Penalty: 4447.755371
	Iteration 72Q: 3 clusters Score -603063.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -603070.062500 Penalty: 4447.755371
	Iteration 73Q: 3 clusters Score -603070.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -603079.687500 Penalty: 4447.755371
	Iteration 74Q: 3 clusters Score -603079.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -603093.937500 Penalty: 4447.755371
	Iteration 75Q: 3 clusters Score -603093.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -603110.875000 Penalty: 4447.755371
	Iteration 76Q: 3 clusters Score -603110.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -603138.250000 Penalty: 4447.755371
	Iteration 77Q: 3 clusters Score -603138.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -603174.562500 Penalty: 4447.755371
	Iteration 78Q: 3 clusters Score -603174.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -603214.375000 Penalty: 4447.755371
	Iteration 79Q: 3 clusters Score -603214.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -603258.875000 Penalty: 4447.755371
	Iteration 80F: 3 clusters Score -603258.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -603318.625000 Penalty: 4447.755371
	Iteration 81Q: 3 clusters Score -603318.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -603359.437500 Penalty: 4447.755371
	Iteration 82Q: 3 clusters Score -603359.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -603377.312500 Penalty: 4447.755371
	Iteration 83Q: 3 clusters Score -603377.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -603389.312500 Penalty: 4447.755371
	Iteration 84Q: 3 clusters Score -603389.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -603395.625000 Penalty: 4447.755371
	Iteration 85Q: 3 clusters Score -603395.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -603401.750000 Penalty: 4447.755371
	Iteration 86Q: 3 clusters Score -603401.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -603405.500000 Penalty: 4447.755371
	Iteration 87Q: 3 clusters Score -603405.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -603408.312500 Penalty: 4447.755371
	Iteration 88Q: 3 clusters Score -603408.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -603409.750000 Penalty: 4447.755371
	Iteration 89Q: 3 clusters Score -603409.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -603409.875000 Penalty: 4447.755371
	Iteration 90Q: 3 clusters Score -603409.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -603409.937500 Penalty: 4447.755371
	Iteration 91Q: 3 clusters Score -603409.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -603409.937500 Penalty: 4447.755371
	Iteration 92F: 3 clusters Score -603409.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Entering Unmasked Estep 
Score: -488817.625000 Penalty: 2163.441895
	Iteration 0F: 2 clusters Score -488817.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -483605.375000 Penalty: 4326.883789
	Iteration 0F: 3 clusters Score -483605.4 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -484974.625000 Penalty: 4326.883789
	Iteration 1F: 3 clusters Score -484974.6 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -485215.281250 Penalty: 4326.883789
	Iteration 2F: 3 clusters Score -485215.3 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -485351.343750 Penalty: 4326.883789
	Iteration 3Q: 3 clusters Score -485351.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -485439.906250 Penalty: 4326.883789
	Iteration 4Q: 3 clusters Score -485439.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -485515.531250 Penalty: 4326.883789
	Iteration 5Q: 3 clusters Score -485515.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -485569.031250 Penalty: 4326.883789
	Iteration 6Q: 3 clusters Score -485569 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -485619.062500 Penalty: 4326.883789
	Iteration 7Q: 3 clusters Score -485619.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -485677.531250 Penalty: 4326.883789
	Iteration 8Q: 3 clusters Score -485677.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -485751.937500 Penalty: 4326.883789
	Iteration 9Q: 3 clusters Score -485751.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -485834.437500 Penalty: 4326.883789
	Iteration 10Q: 3 clusters Score -485834.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -485914.656250 Penalty: 4326.883789
	Iteration 11Q: 3 clusters Score -485914.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -485998.031250 Penalty: 4326.883789
	Iteration 12Q: 3 clusters Score -485998 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -486095.875000 Penalty: 4326.883789
	Iteration 13Q: 3 clusters Score -486095.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -486223.562500 Penalty: 4326.883789
	Iteration 14Q: 3 clusters Score -486223.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -486385.593750 Penalty: 4326.883789
	Iteration 15Q: 3 clusters Score -486385.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -486546.750000 Penalty: 4326.883789
	Iteration 16Q: 3 clusters Score -486546.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -486674.343750 Penalty: 4326.883789
	Iteration 17Q: 3 clusters Score -486674.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -486768.718750 Penalty: 4326.883789
	Iteration 18Q: 3 clusters Score -486768.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -486834.562500 Penalty: 4326.883789
	Iteration 19Q: 3 clusters Score -486834.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -486891.312500 Penalty: 4326.883789
	Iteration 20F: 3 clusters Score -486891.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -486930.968750 Penalty: 4326.883789
	Iteration 21Q: 3 clusters Score -486931 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -486964.343750 Penalty: 4326.883789
	Iteration 22Q: 3 clusters Score -486964.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -486988.375000 Penalty: 4326.883789
	Iteration 23Q: 3 clusters Score -486988.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -487001.656250 Penalty: 4326.883789
	Iteration 24Q: 3 clusters Score -487001.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -487015.781250 Penalty: 4326.883789
	Iteration 25Q: 3 clusters Score -487015.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -487025.562500 Penalty: 4326.883789
	Iteration 26Q: 3 clusters Score -487025.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -487033.625000 Penalty: 4326.883789
	Iteration 27Q: 3 clusters Score -487033.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -487039.812500 Penalty: 4326.883789
	Iteration 28Q: 3 clusters Score -487039.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -487041.312500 Penalty: 4326.883789
	Iteration 29Q: 3 clusters Score -487041.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -487042.687500 Penalty: 4326.883789
	Iteration 30Q: 3 clusters Score -487042.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -487044.250000 Penalty: 4326.883789
	Iteration 31Q: 3 clusters Score -487044.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -487047.218750 Penalty: 4326.883789
	Iteration 32Q: 3 clusters Score -487047.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -487047.281250 Penalty: 4326.883789
	Iteration 33Q: 3 clusters Score -487047.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -487047.281250 Penalty: 4326.883789
	Iteration 34F: 3 clusters Score -487047.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (153488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153488 members 
Entering Unmasked Estep 
Score: -12292043.000000 Penalty: 2961.461670
	Iteration 0F: 2 clusters Score -1.229204e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76478 members 
Mstep: Class 2 contains 77010 members 
Entering Unmasked Estep 
Score: -12189060.000000 Penalty: 5922.923340
	Iteration 0F: 3 clusters Score -1.218906e+07 nChanged 73243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70361 members 
Mstep: Class 2 contains 83127 members 
Entering Unmasked Estep 
Score: -12232287.000000 Penalty: 5922.923340
	Iteration 1F: 3 clusters Score -1.223229e+07 nChanged 6357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66146 members 
Mstep: Class 2 contains 87342 members 
Entering Unmasked Estep 
Score: -12234767.000000 Penalty: 5922.923340
	Iteration 2Q: 3 clusters Score -1.223477e+07 nChanged 8657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59585 members 
Mstep: Class 2 contains 93903 members 
Entering Unmasked Estep 
Score: -12239494.000000 Penalty: 5922.923340
	Iteration 3F: 3 clusters Score -1.223949e+07 nChanged 11366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50407 members 
Mstep: Class 2 contains 103081 members 
Entering Unmasked Estep 
Score: -12247617.000000 Penalty: 5922.923340
	Iteration 4F: 3 clusters Score -1.224762e+07 nChanged 13318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39343 members 
Mstep: Class 2 contains 114145 members 
Entering Unmasked Estep 
Score: -12258368.000000 Penalty: 5922.923340
	Iteration 5F: 3 clusters Score -1.225837e+07 nChanged 12489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28728 members 
Mstep: Class 2 contains 124760 members 
Entering Unmasked Estep 
Score: -12268879.000000 Penalty: 5922.923340
	Iteration 6F: 3 clusters Score -1.226888e+07 nChanged 9519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20295 members 
Mstep: Class 2 contains 133193 members 
Entering Unmasked Estep 
Score: -12275939.000000 Penalty: 5922.923340
	Iteration 7F: 3 clusters Score -1.227594e+07 nChanged 6318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 139145 members 
Entering Unmasked Estep 
Score: -12280318.000000 Penalty: 5922.923340
	Iteration 8Q: 3 clusters Score -1.228032e+07 nChanged 4320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 143405 members 
Entering Unmasked Estep 
Score: -12283137.000000 Penalty: 5922.923340
	Iteration 9Q: 3 clusters Score -1.228314e+07 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 146657 members 
Entering Unmasked Estep 
Score: -12285335.000000 Penalty: 5922.923340
	Iteration 10Q: 3 clusters Score -1.228534e+07 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 148957 members 
Entering Unmasked Estep 
Score: -12286871.000000 Penalty: 5922.923340
	Iteration 11Q: 3 clusters Score -1.228687e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 150504 members 
Entering Unmasked Estep 
Score: -12287880.000000 Penalty: 5922.923340
	Iteration 12Q: 3 clusters Score -1.228788e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 151438 members 
Entering Unmasked Estep 
Score: -12288483.000000 Penalty: 5922.923340
	Iteration 13Q: 3 clusters Score -1.228848e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 151970 members 
Entering Unmasked Estep 
Score: -12288950.000000 Penalty: 5922.923340
	Iteration 14Q: 3 clusters Score -1.228895e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 152283 members 
Entering Unmasked Estep 
Score: -12289127.000000 Penalty: 5922.923340
	Iteration 15Q: 3 clusters Score -1.228913e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 152471 members 
Entering Unmasked Estep 
Score: -12289250.000000 Penalty: 5922.923340
	Iteration 16Q: 3 clusters Score -1.228925e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 152581 members 
Entering Unmasked Estep 
Score: -12289347.000000 Penalty: 5922.923340
	Iteration 17Q: 3 clusters Score -1.228935e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 152656 members 
Entering Unmasked Estep 
Score: -12289446.000000 Penalty: 5922.923340
	Iteration 18Q: 3 clusters Score -1.228945e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 152709 members 
Entering Unmasked Estep 
Score: -12289467.000000 Penalty: 5922.923340
	Iteration 19Q: 3 clusters Score -1.228947e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 152737 members 
Entering Unmasked Estep 
Score: -12289454.000000 Penalty: 5922.923340
	Iteration 20F: 3 clusters Score -1.228945e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 152754 members 
Entering Unmasked Estep 
Score: -12289471.000000 Penalty: 5922.923340
	Iteration 21Q: 3 clusters Score -1.228947e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 152764 members 
Entering Unmasked Estep 
Score: -12289478.000000 Penalty: 5922.923340
	Iteration 22Q: 3 clusters Score -1.228948e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 152775 members 
Entering Unmasked Estep 
Score: -12289484.000000 Penalty: 5922.923340
	Iteration 23Q: 3 clusters Score -1.228948e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 152783 members 
Entering Unmasked Estep 
Score: -12289481.000000 Penalty: 5922.923340
	Iteration 24Q: 3 clusters Score -1.228948e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 152786 members 
Entering Unmasked Estep 
Score: -12289497.000000 Penalty: 5922.923340
	Iteration 25Q: 3 clusters Score -1.22895e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 152796 members 
Entering Unmasked Estep 
Score: -12289504.000000 Penalty: 5922.923340
	Iteration 26Q: 3 clusters Score -1.22895e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 152804 members 
Entering Unmasked Estep 
Score: -12289525.000000 Penalty: 5922.923340
	Iteration 27Q: 3 clusters Score -1.228952e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 152815 members 
Entering Unmasked Estep 
Score: -12289517.000000 Penalty: 5922.923340
	Iteration 28Q: 3 clusters Score -1.228952e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 152821 members 
Entering Unmasked Estep 
Score: -12289539.000000 Penalty: 5922.923340
	Iteration 29Q: 3 clusters Score -1.228954e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 152832 members 
Entering Unmasked Estep 
Score: -12289538.000000 Penalty: 5922.923340
	Iteration 30Q: 3 clusters Score -1.228954e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 152844 members 
Entering Unmasked Estep 
Score: -12289548.000000 Penalty: 5922.923340
	Iteration 31Q: 3 clusters Score -1.228955e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 152854 members 
Entering Unmasked Estep 
Score: -12289558.000000 Penalty: 5922.923340
	Iteration 32Q: 3 clusters Score -1.228956e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 152858 members 
Entering Unmasked Estep 
Score: -12289574.000000 Penalty: 5922.923340
	Iteration 33Q: 3 clusters Score -1.228957e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 152862 members 
Entering Unmasked Estep 
Score: -12289558.000000 Penalty: 5922.923340
	Iteration 34Q: 3 clusters Score -1.228956e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 152865 members 
Entering Unmasked Estep 
Score: -12289554.000000 Penalty: 5922.923340
	Iteration 35Q: 3 clusters Score -1.228955e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 152868 members 
Entering Unmasked Estep 
Score: -12289563.000000 Penalty: 5922.923340
	Iteration 36Q: 3 clusters Score -1.228956e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 152872 members 
Entering Unmasked Estep 
Score: -12289563.000000 Penalty: 5922.923340
	Iteration 37Q: 3 clusters Score -1.228956e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 152874 members 
Entering Unmasked Estep 
Score: -12289566.000000 Penalty: 5922.923340
	Iteration 38Q: 3 clusters Score -1.228957e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 152875 members 
Entering Unmasked Estep 
Score: -12289565.000000 Penalty: 5922.923340
	Iteration 39Q: 3 clusters Score -1.228956e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 152876 members 
Entering Unmasked Estep 
Score: -12289565.000000 Penalty: 5922.923340
	Iteration 40F: 3 clusters Score -1.228956e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 152877 members 
Entering Unmasked Estep 
Score: -12289562.000000 Penalty: 5922.923340
	Iteration 41Q: 3 clusters Score -1.228956e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 152878 members 
Entering Unmasked Estep 
Score: -12289563.000000 Penalty: 5922.923340
	Iteration 42Q: 3 clusters Score -1.228956e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 152878 members 
Entering Unmasked Estep 
Score: -12289563.000000 Penalty: 5922.923340
	Iteration 43F: 3 clusters Score -1.228956e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Entering Unmasked Estep 
Score: -559720.562500 Penalty: 2210.059326
	Iteration 0F: 2 clusters Score -559720.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -553713.437500 Penalty: 4420.118652
	Iteration 0F: 3 clusters Score -553713.4 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -555330.500000 Penalty: 4420.118652
	Iteration 1F: 3 clusters Score -555330.5 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -555715.312500 Penalty: 4420.118652
	Iteration 2F: 3 clusters Score -555715.3 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -556172.687500 Penalty: 4420.118652
	Iteration 3F: 3 clusters Score -556172.7 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -556822.062500 Penalty: 4420.118652
	Iteration 4F: 3 clusters Score -556822.1 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -557477.375000 Penalty: 4420.118652
	Iteration 5F: 3 clusters Score -557477.4 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -558121.312500 Penalty: 4420.118652
	Iteration 6F: 3 clusters Score -558121.3 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -558684.562500 Penalty: 4420.118652
	Iteration 7F: 3 clusters Score -558684.6 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -559173.437500 Penalty: 4420.118652
	Iteration 8F: 3 clusters Score -559173.4 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -559536.000000 Penalty: 4420.118652
	Iteration 9Q: 3 clusters Score -559536 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -559817.250000 Penalty: 4420.118652
	Iteration 10Q: 3 clusters Score -559817.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -560036.750000 Penalty: 4420.118652
	Iteration 11Q: 3 clusters Score -560036.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -560218.812500 Penalty: 4420.118652
	Iteration 12Q: 3 clusters Score -560218.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -560324.000000 Penalty: 4420.118652
	Iteration 13Q: 3 clusters Score -560324 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -560362.687500 Penalty: 4420.118652
	Iteration 14Q: 3 clusters Score -560362.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -560376.875000 Penalty: 4420.118652
	Iteration 15Q: 3 clusters Score -560376.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -560383.125000 Penalty: 4420.118652
	Iteration 16Q: 3 clusters Score -560383.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -560386.687500 Penalty: 4420.118652
	Iteration 17Q: 3 clusters Score -560386.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -560386.187500 Penalty: 4420.118652
	Iteration 18Q: 3 clusters Score -560386.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -560387.312500 Penalty: 4420.118652
	Iteration 19Q: 3 clusters Score -560387.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -560387.312500 Penalty: 4420.118652
	Iteration 20F: 3 clusters Score -560387.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 3458 members 
Mstep: Class 3 contains 8477 members 
Mstep: Class 4 contains 3078 members 
Mstep: Class 5 contains 17811 members 
Mstep: Class 6 contains 28080 members 
Mstep: Class 7 contains 19429 members 
Mstep: Class 8 contains 6114 members 
Mstep: Class 9 contains 77238 members 
Mstep: Class 10 contains 73533 members 
Mstep: Class 11 contains 4954 members 
Mstep: Class 12 contains 8853 members 
Mstep: Class 13 contains 14239 members 
Mstep: Class 14 contains 4800 members 
Mstep: Class 15 contains 7842 members 
Mstep: Class 16 contains 6146 members 
Mstep: Class 17 contains 153488 members 
Mstep: Class 18 contains 1751 members 
Mstep: Class 19 contains 39583 members 
Mstep: Class 20 contains 25483 members 
Mstep: Class 21 contains 7250 members 
Mstep: Class 22 contains 4092 members 
Mstep: Class 23 contains 65398 members 
Mstep: Class 24 contains 4456 members 
Mstep: Class 25 contains 5345 members 
Mstep: Class 26 contains 65674 members 
Mstep: Class 27 contains 4510 members 
Mstep: Class 28 contains 121938 members 
Mstep: Class 29 contains 13551 members 
Mstep: Class 30 contains 45116 members 
Mstep: Class 31 contains 599612 members 
Mstep: Class 32 contains 1227 members 
Mstep: Class 33 contains 5317 members 
Mstep: Class 34 contains 5666 members 
Entering Unmasked Estep 
Score: -111967296.000000 Penalty: 119701.210938
Splitting cluster 18 changes total score from -111967728.000000 to -111967296.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (39583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39583 members 
Entering Unmasked Estep 
Score: -3103914.250000 Penalty: 2625.366455
	Iteration 0F: 2 clusters Score -3103914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19755 members 
Mstep: Class 2 contains 19828 members 
Entering Unmasked Estep 
Score: -3077011.500000 Penalty: 5250.732910
	Iteration 0F: 3 clusters Score -3077012 nChanged 18198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19677 members 
Mstep: Class 2 contains 19906 members 
Entering Unmasked Estep 
Score: -3086947.000000 Penalty: 5250.732910
	Iteration 1F: 3 clusters Score -3086947 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19662 members 
Mstep: Class 2 contains 19921 members 
Entering Unmasked Estep 
Score: -3087490.500000 Penalty: 5250.732910
	Iteration 2Q: 3 clusters Score -3087490 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19627 members 
Mstep: Class 2 contains 19956 members 
Entering Unmasked Estep 
Score: -3088032.000000 Penalty: 5250.732910
	Iteration 3Q: 3 clusters Score -3088032 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19589 members 
Mstep: Class 2 contains 19994 members 
Entering Unmasked Estep 
Score: -3088648.750000 Penalty: 5250.732910
	Iteration 4Q: 3 clusters Score -3088649 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19543 members 
Mstep: Class 2 contains 20040 members 
Entering Unmasked Estep 
Score: -3089368.000000 Penalty: 5250.732910
	Iteration 5Q: 3 clusters Score -3089368 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19499 members 
Mstep: Class 2 contains 20084 members 
Entering Unmasked Estep 
Score: -3090199.750000 Penalty: 5250.732910
	Iteration 6Q: 3 clusters Score -3090200 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19446 members 
Mstep: Class 2 contains 20137 members 
Entering Unmasked Estep 
Score: -3091169.500000 Penalty: 5250.732910
	Iteration 7Q: 3 clusters Score -3091170 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19322 members 
Mstep: Class 2 contains 20261 members 
Entering Unmasked Estep 
Score: -3092218.500000 Penalty: 5250.732910
	Iteration 8Q: 3 clusters Score -3092218 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19160 members 
Mstep: Class 2 contains 20423 members 
Entering Unmasked Estep 
Score: -3093327.000000 Penalty: 5250.732910
	Iteration 9Q: 3 clusters Score -3093327 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19026 members 
Mstep: Class 2 contains 20557 members 
Entering Unmasked Estep 
Score: -3094347.000000 Penalty: 5250.732910
	Iteration 10Q: 3 clusters Score -3094347 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18972 members 
Mstep: Class 2 contains 20611 members 
Entering Unmasked Estep 
Score: -3095113.500000 Penalty: 5250.732910
	Iteration 11Q: 3 clusters Score -3095114 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18907 members 
Mstep: Class 2 contains 20676 members 
Entering Unmasked Estep 
Score: -3095681.750000 Penalty: 5250.732910
	Iteration 12Q: 3 clusters Score -3095682 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18778 members 
Mstep: Class 2 contains 20805 members 
Entering Unmasked Estep 
Score: -3096047.250000 Penalty: 5250.732910
	Iteration 13Q: 3 clusters Score -3096047 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18679 members 
Mstep: Class 2 contains 20904 members 
Entering Unmasked Estep 
Score: -3096340.250000 Penalty: 5250.732910
	Iteration 14Q: 3 clusters Score -3096340 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18600 members 
Mstep: Class 2 contains 20983 members 
Entering Unmasked Estep 
Score: -3096596.750000 Penalty: 5250.732910
	Iteration 15Q: 3 clusters Score -3096597 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18531 members 
Mstep: Class 2 contains 21052 members 
Entering Unmasked Estep 
Score: -3096904.750000 Penalty: 5250.732910
	Iteration 16Q: 3 clusters Score -3096905 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18436 members 
Mstep: Class 2 contains 21147 members 
Entering Unmasked Estep 
Score: -3097218.000000 Penalty: 5250.732910
	Iteration 17Q: 3 clusters Score -3097218 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18351 members 
Mstep: Class 2 contains 21232 members 
Entering Unmasked Estep 
Score: -3097562.250000 Penalty: 5250.732910
	Iteration 18Q: 3 clusters Score -3097562 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18260 members 
Mstep: Class 2 contains 21323 members 
Entering Unmasked Estep 
Score: -3097966.000000 Penalty: 5250.732910
	Iteration 19Q: 3 clusters Score -3097966 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18144 members 
Mstep: Class 2 contains 21439 members 
Entering Unmasked Estep 
Score: -3098401.750000 Penalty: 5250.732910
	Iteration 20F: 3 clusters Score -3098402 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17969 members 
Mstep: Class 2 contains 21614 members 
Entering Unmasked Estep 
Score: -3098730.000000 Penalty: 5250.732910
	Iteration 21Q: 3 clusters Score -3098730 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17820 members 
Mstep: Class 2 contains 21763 members 
Entering Unmasked Estep 
Score: -3099049.500000 Penalty: 5250.732910
	Iteration 22Q: 3 clusters Score -3099050 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17656 members 
Mstep: Class 2 contains 21927 members 
Entering Unmasked Estep 
Score: -3099327.500000 Penalty: 5250.732910
	Iteration 23Q: 3 clusters Score -3099328 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17447 members 
Mstep: Class 2 contains 22136 members 
Entering Unmasked Estep 
Score: -3099587.000000 Penalty: 5250.732910
	Iteration 24Q: 3 clusters Score -3099587 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 22396 members 
Entering Unmasked Estep 
Score: -3099839.000000 Penalty: 5250.732910
	Iteration 25Q: 3 clusters Score -3099839 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16908 members 
Mstep: Class 2 contains 22675 members 
Entering Unmasked Estep 
Score: -3100093.250000 Penalty: 5250.732910
	Iteration 26Q: 3 clusters Score -3100093 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16604 members 
Mstep: Class 2 contains 22979 members 
Entering Unmasked Estep 
Score: -3100346.250000 Penalty: 5250.732910
	Iteration 27Q: 3 clusters Score -3100346 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 23274 members 
Entering Unmasked Estep 
Score: -3100565.000000 Penalty: 5250.732910
	Iteration 28Q: 3 clusters Score -3100565 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16000 members 
Mstep: Class 2 contains 23583 members 
Entering Unmasked Estep 
Score: -3100786.250000 Penalty: 5250.732910
	Iteration 29Q: 3 clusters Score -3100786 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 23839 members 
Entering Unmasked Estep 
Score: -3100976.000000 Penalty: 5250.732910
	Iteration 30Q: 3 clusters Score -3100976 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Mstep: Class 2 contains 24026 members 
Entering Unmasked Estep 
Score: -3101089.500000 Penalty: 5250.732910
	Iteration 31Q: 3 clusters Score -3101090 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 24206 members 
Entering Unmasked Estep 
Score: -3101180.750000 Penalty: 5250.732910
	Iteration 32Q: 3 clusters Score -3101181 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 24378 members 
Entering Unmasked Estep 
Score: -3101266.750000 Penalty: 5250.732910
	Iteration 33Q: 3 clusters Score -3101267 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 24552 members 
Entering Unmasked Estep 
Score: -3101319.750000 Penalty: 5250.732910
	Iteration 34Q: 3 clusters Score -3101320 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 24713 members 
Entering Unmasked Estep 
Score: -3101364.000000 Penalty: 5250.732910
	Iteration 35Q: 3 clusters Score -3101364 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 24854 members 
Entering Unmasked Estep 
Score: -3101374.000000 Penalty: 5250.732910
	Iteration 36Q: 3 clusters Score -3101374 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 24967 members 
Entering Unmasked Estep 
Score: -3101391.250000 Penalty: 5250.732910
	Iteration 37Q: 3 clusters Score -3101391 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 25071 members 
Entering Unmasked Estep 
Score: -3101415.000000 Penalty: 5250.732910
	Iteration 38Q: 3 clusters Score -3101415 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14421 members 
Mstep: Class 2 contains 25162 members 
Entering Unmasked Estep 
Score: -3101417.750000 Penalty: 5250.732910
	Iteration 39Q: 3 clusters Score -3101418 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 25237 members 
Entering Unmasked Estep 
Score: -3101448.500000 Penalty: 5250.732910
	Iteration 40F: 3 clusters Score -3101448 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 25312 members 
Entering Unmasked Estep 
Score: -3101443.000000 Penalty: 5250.732910
	Iteration 41Q: 3 clusters Score -3101443 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 25395 members 
Entering Unmasked Estep 
Score: -3101436.000000 Penalty: 5250.732910
	Iteration 42Q: 3 clusters Score -3101436 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 25465 members 
Entering Unmasked Estep 
Score: -3101454.500000 Penalty: 5250.732910
	Iteration 43Q: 3 clusters Score -3101454 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 25532 members 
Entering Unmasked Estep 
Score: -3101458.000000 Penalty: 5250.732910
	Iteration 44Q: 3 clusters Score -3101458 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 25598 members 
Entering Unmasked Estep 
Score: -3101466.000000 Penalty: 5250.732910
	Iteration 45Q: 3 clusters Score -3101466 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13899 members 
Mstep: Class 2 contains 25684 members 
Entering Unmasked Estep 
Score: -3101484.000000 Penalty: 5250.732910
	Iteration 46Q: 3 clusters Score -3101484 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 25771 members 
Entering Unmasked Estep 
Score: -3101504.750000 Penalty: 5250.732910
	Iteration 47Q: 3 clusters Score -3101505 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 25850 members 
Entering Unmasked Estep 
Score: -3101508.250000 Penalty: 5250.732910
	Iteration 48Q: 3 clusters Score -3101508 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 25938 members 
Entering Unmasked Estep 
Score: -3101506.250000 Penalty: 5250.732910
	Iteration 49Q: 3 clusters Score -3101506 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 26023 members 
Entering Unmasked Estep 
Score: -3101500.500000 Penalty: 5250.732910
	Iteration 50Q: 3 clusters Score -3101500 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 26105 members 
Entering Unmasked Estep 
Score: -3101520.000000 Penalty: 5250.732910
	Iteration 51Q: 3 clusters Score -3101520 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 26173 members 
Entering Unmasked Estep 
Score: -3101520.250000 Penalty: 5250.732910
	Iteration 52Q: 3 clusters Score -3101520 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 26241 members 
Entering Unmasked Estep 
Score: -3101535.000000 Penalty: 5250.732910
	Iteration 53Q: 3 clusters Score -3101535 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 26310 members 
Entering Unmasked Estep 
Score: -3101546.750000 Penalty: 5250.732910
	Iteration 54Q: 3 clusters Score -3101547 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 26368 members 
Entering Unmasked Estep 
Score: -3101545.750000 Penalty: 5250.732910
	Iteration 55Q: 3 clusters Score -3101546 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 26416 members 
Entering Unmasked Estep 
Score: -3101548.750000 Penalty: 5250.732910
	Iteration 56Q: 3 clusters Score -3101549 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 26471 members 
Entering Unmasked Estep 
Score: -3101553.000000 Penalty: 5250.732910
	Iteration 57Q: 3 clusters Score -3101553 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 26540 members 
Entering Unmasked Estep 
Score: -3101568.250000 Penalty: 5250.732910
	Iteration 58Q: 3 clusters Score -3101568 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 26602 members 
Entering Unmasked Estep 
Score: -3101576.000000 Penalty: 5250.732910
	Iteration 59Q: 3 clusters Score -3101576 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 26671 members 
Entering Unmasked Estep 
Score: -3101581.750000 Penalty: 5250.732910
	Iteration 60F: 3 clusters Score -3101582 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 26747 members 
Entering Unmasked Estep 
Score: -3101596.000000 Penalty: 5250.732910
	Iteration 61Q: 3 clusters Score -3101596 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 26831 members 
Entering Unmasked Estep 
Score: -3101599.500000 Penalty: 5250.732910
	Iteration 62Q: 3 clusters Score -3101600 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 26902 members 
Entering Unmasked Estep 
Score: -3101618.750000 Penalty: 5250.732910
	Iteration 63Q: 3 clusters Score -3101619 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 26974 members 
Entering Unmasked Estep 
Score: -3101625.000000 Penalty: 5250.732910
	Iteration 64Q: 3 clusters Score -3101625 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 27037 members 
Entering Unmasked Estep 
Score: -3101629.500000 Penalty: 5250.732910
	Iteration 65Q: 3 clusters Score -3101630 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 27105 members 
Entering Unmasked Estep 
Score: -3101640.000000 Penalty: 5250.732910
	Iteration 66Q: 3 clusters Score -3101640 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 27174 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -3101647 nChanged 68
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Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 27240 members 
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	Iteration 68Q: 3 clusters Score -3101668 nChanged 84
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Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 27318 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -3101674 nChanged 70
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Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 27380 members 
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	Iteration 70Q: 3 clusters Score -3101687 nChanged 78
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Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 27452 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -3101696 nChanged 81
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Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 27527 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -3101710 nChanged 82
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Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 27601 members 
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	Iteration 73Q: 3 clusters Score -3101710 nChanged 84
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Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 27679 members 
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Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 27759 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -3101734 nChanged 90
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Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 27849 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -3101738 nChanged 88
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Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 27931 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -3101744 nChanged 107
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Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 28038 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11440 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -3101754 nChanged 111
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Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 28250 members 
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	Iteration 80F: 3 clusters Score -3101775 nChanged 112
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Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 28356 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -3101781 nChanged 90
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Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 28438 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 28519 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -3101814 nChanged 90
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Mstep: Class 1 contains 10982 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -3101831 nChanged 93
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Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 28692 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -3101843 nChanged 106
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Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 28792 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -3101853 nChanged 101
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Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 28885 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -3101871 nChanged 99
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Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 28976 members 
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Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 29061 members 
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	Iteration 89Q: 3 clusters Score -3101893 nChanged 77
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Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 29136 members 
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	Iteration 90Q: 3 clusters Score -3101912 nChanged 68
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Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 29198 members 
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	Iteration 91Q: 3 clusters Score -3101914 nChanged 76
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Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 29266 members 
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	Iteration 92Q: 3 clusters Score -3101912 nChanged 68
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Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 29328 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -3101916 nChanged 64
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Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 29386 members 
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	Iteration 94Q: 3 clusters Score -3101914 nChanged 59
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Mstep: Class 1 contains 10142 members 
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	Iteration 95Q: 3 clusters Score -3101916 nChanged 45
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Mstep: Class 1 contains 10099 members 
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	Iteration 96Q: 3 clusters Score -3101922 nChanged 53
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Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 29535 members 
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	Iteration 97Q: 3 clusters Score -3101916 nChanged 64
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Mstep: Class 1 contains 9986 members 
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	Iteration 98Q: 3 clusters Score -3101919 nChanged 62
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Mstep: Class 1 contains 9924 members 
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	Iteration 99Q: 3 clusters Score -3101936 nChanged 80
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Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 29737 members 
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	Iteration 100F: 3 clusters Score -3101955 nChanged 76
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Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 29813 members 
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	Iteration 101Q: 3 clusters Score -3101958 nChanged 69
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Mstep: Class 1 contains 9701 members 
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	Iteration 102Q: 3 clusters Score -3101970 nChanged 64
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Mstep: Class 1 contains 9637 members 
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	Iteration 103Q: 3 clusters Score -3101970 nChanged 57
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Mstep: Class 1 contains 9580 members 
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	Iteration 104Q: 3 clusters Score -3101976 nChanged 55
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Mstep: Class 1 contains 9525 members 
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	Iteration 105Q: 3 clusters Score -3101983 nChanged 42
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Mstep: Class 1 contains 9483 members 
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	Iteration 106Q: 3 clusters Score -3101994 nChanged 44
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Mstep: Class 1 contains 9441 members 
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	Iteration 107Q: 3 clusters Score -3101993 nChanged 42
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Mstep: Class 1 contains 9399 members 
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	Iteration 108Q: 3 clusters Score -3101998 nChanged 44
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Mstep: Class 1 contains 9357 members 
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	Iteration 109Q: 3 clusters Score -3102008 nChanged 44
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Mstep: Class 1 contains 9313 members 
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	Iteration 110Q: 3 clusters Score -3102004 nChanged 39
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Mstep: Class 1 contains 9274 members 
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	Iteration 111Q: 3 clusters Score -3102010 nChanged 30
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Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 30339 members 
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	Iteration 112Q: 3 clusters Score -3102018 nChanged 29
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Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 30368 members 
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	Iteration 113Q: 3 clusters Score -3102011 nChanged 23
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Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 30387 members 
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	Iteration 114Q: 3 clusters Score -3102016 nChanged 24
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Mstep: Class 1 contains 9172 members 
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	Iteration 115Q: 3 clusters Score -3102012 nChanged 26
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Mstep: Class 1 contains 9148 members 
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	Iteration 116Q: 3 clusters Score -3102015 nChanged 25
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Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 30460 members 
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	Iteration 117Q: 3 clusters Score -3102021 nChanged 26
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Mstep: Class 1 contains 9097 members 
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	Iteration 118Q: 3 clusters Score -3102016 nChanged 28
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	Iteration 119Q: 3 clusters Score -3102018 nChanged 32
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Mstep: Class 1 contains 9039 members 
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	Iteration 120F: 3 clusters Score -3102028 nChanged 35
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Mstep: Class 1 contains 9008 members 
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -3102029 nChanged 43
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Mstep: Class 1 contains 8967 members 
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	Iteration 122Q: 3 clusters Score -3102040 nChanged 50
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Mstep: Class 1 contains 8919 members 
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	Iteration 123Q: 3 clusters Score -3102042 nChanged 40
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
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	Iteration 124Q: 3 clusters Score -3102054 nChanged 30
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Mstep: Class 1 contains 8849 members 
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	Iteration 125Q: 3 clusters Score -3102050 nChanged 30
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Mstep: Class 1 contains 8821 members 
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	Iteration 126Q: 3 clusters Score -3102054 nChanged 23
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Mstep: Class 1 contains 8798 members 
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	Iteration 127Q: 3 clusters Score -3102050 nChanged 22
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Mstep: Class 1 contains 8776 members 
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	Iteration 128Q: 3 clusters Score -3102053 nChanged 23
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Mstep: Class 1 contains 8753 members 
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Score: -3102049.500000 Penalty: 5250.732910
	Iteration 129Q: 3 clusters Score -3102050 nChanged 20
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Mstep: Class 1 contains 8733 members 
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	Iteration 130Q: 3 clusters Score -3102059 nChanged 18
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Mstep: Class 1 contains 8715 members 
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	Iteration 131Q: 3 clusters Score -3102061 nChanged 12
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Mstep: Class 1 contains 8703 members 
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	Iteration 132Q: 3 clusters Score -3102062 nChanged 18
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Mstep: Class 1 contains 8687 members 
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	Iteration 133Q: 3 clusters Score -3102060 nChanged 25
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Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 30921 members 
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	Iteration 134Q: 3 clusters Score -3102058 nChanged 17
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Mstep: Class 1 contains 8645 members 
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	Iteration 135Q: 3 clusters Score -3102061 nChanged 19
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Mstep: Class 1 contains 8628 members 
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	Iteration 136Q: 3 clusters Score -3102074 nChanged 10
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Mstep: Class 1 contains 8620 members 
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	Iteration 137Q: 3 clusters Score -3102064 nChanged 16
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Mstep: Class 1 contains 8606 members 
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	Iteration 138Q: 3 clusters Score -3102066 nChanged 11
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Mstep: Class 1 contains 8595 members 
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	Iteration 139Q: 3 clusters Score -3102062 nChanged 14
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Mstep: Class 1 contains 8583 members 
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	Iteration 140F: 3 clusters Score -3102067 nChanged 17
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Mstep: Class 1 contains 8566 members 
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	Iteration 141Q: 3 clusters Score -3102061 nChanged 23
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	Iteration 142Q: 3 clusters Score -3102060 nChanged 22
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Mstep: Class 1 contains 8523 members 
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	Iteration 143Q: 3 clusters Score -3102060 nChanged 22
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Mstep: Class 1 contains 8503 members 
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	Iteration 144Q: 3 clusters Score -3102067 nChanged 11
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	Iteration 145Q: 3 clusters Score -3102062 nChanged 13
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Mstep: Class 1 contains 8479 members 
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	Iteration 146Q: 3 clusters Score -3102066 nChanged 8
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	Iteration 147Q: 3 clusters Score -3102068 nChanged 8
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Mstep: Class 1 contains 8463 members 
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	Iteration 148Q: 3 clusters Score -3102070 nChanged 5
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	Iteration 149Q: 3 clusters Score -3102066 nChanged 10
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	Iteration 150Q: 3 clusters Score -3102065 nChanged 14
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Mstep: Class 1 contains 8434 members 
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	Iteration 151Q: 3 clusters Score -3102061 nChanged 15
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	Iteration 152Q: 3 clusters Score -3102055 nChanged 16
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	Iteration 153Q: 3 clusters Score -3102063 nChanged 15
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	Iteration 154Q: 3 clusters Score -3102071 nChanged 19
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Mstep: Class 1 contains 8369 members 
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	Iteration 155Q: 3 clusters Score -3102074 nChanged 17
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Mstep: Class 1 contains 8354 members 
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	Iteration 156Q: 3 clusters Score -3102074 nChanged 19
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Mstep: Class 1 contains 8335 members 
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	Iteration 157Q: 3 clusters Score -3102070 nChanged 10
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Mstep: Class 1 contains 8325 members 
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	Iteration 158Q: 3 clusters Score -3102072 nChanged 14
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Score: -3102074.250000 Penalty: 5250.732910
	Iteration 159Q: 3 clusters Score -3102074 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 31290 members 
Entering Unmasked Estep 
Score: -3102070.250000 Penalty: 5250.732910
	Iteration 160F: 3 clusters Score -3102070 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 31299 members 
Entering Unmasked Estep 
Score: -3102063.000000 Penalty: 5250.732910
	Iteration 161Q: 3 clusters Score -3102063 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 31310 members 
Entering Unmasked Estep 
Score: -3102062.000000 Penalty: 5250.732910
	Iteration 162Q: 3 clusters Score -3102062 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 31319 members 
Entering Unmasked Estep 
Score: -3102064.500000 Penalty: 5250.732910
	Iteration 163Q: 3 clusters Score -3102064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 31327 members 
Entering Unmasked Estep 
Score: -3102065.750000 Penalty: 5250.732910
	Iteration 164Q: 3 clusters Score -3102066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 31334 members 
Entering Unmasked Estep 
Score: -3102064.750000 Penalty: 5250.732910
	Iteration 165Q: 3 clusters Score -3102065 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 31342 members 
Entering Unmasked Estep 
Score: -3102063.500000 Penalty: 5250.732910
	Iteration 166Q: 3 clusters Score -3102064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 31345 members 
Entering Unmasked Estep 
Score: -3102064.500000 Penalty: 5250.732910
	Iteration 167Q: 3 clusters Score -3102064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 31347 members 
Entering Unmasked Estep 
Score: -3102068.250000 Penalty: 5250.732910
	Iteration 168Q: 3 clusters Score -3102068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 31348 members 
Entering Unmasked Estep 
Score: -3102066.000000 Penalty: 5250.732910
	Iteration 169Q: 3 clusters Score -3102066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 31348 members 
Entering Unmasked Estep 
Score: -3102066.000000 Penalty: 5250.732910
	Iteration 170F: 3 clusters Score -3102066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (25483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25483 members 
Entering Unmasked Estep 
Score: -2006363.875000 Penalty: 2516.150391
	Iteration 0F: 2 clusters Score -2006364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -1988886.750000 Penalty: 5032.300781
	Iteration 0F: 3 clusters Score -1988887 nChanged 11337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -1995657.000000 Penalty: 5032.300781
	Iteration 1F: 3 clusters Score -1995657 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -1996717.750000 Penalty: 5032.300781
	Iteration 2F: 3 clusters Score -1996718 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -1997856.750000 Penalty: 5032.300781
	Iteration 3F: 3 clusters Score -1997857 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 17054 members 
Entering Unmasked Estep 
Score: -1999205.375000 Penalty: 5032.300781
	Iteration 4F: 3 clusters Score -1999205 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 18659 members 
Entering Unmasked Estep 
Score: -2000771.250000 Penalty: 5032.300781
	Iteration 5F: 3 clusters Score -2000771 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 20212 members 
Entering Unmasked Estep 
Score: -2002348.875000 Penalty: 5032.300781
	Iteration 6F: 3 clusters Score -2002349 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 21549 members 
Entering Unmasked Estep 
Score: -2003756.000000 Penalty: 5032.300781
	Iteration 7F: 3 clusters Score -2003756 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 22467 members 
Entering Unmasked Estep 
Score: -2004699.750000 Penalty: 5032.300781
	Iteration 8Q: 3 clusters Score -2004700 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 23040 members 
Entering Unmasked Estep 
Score: -2005234.375000 Penalty: 5032.300781
	Iteration 9Q: 3 clusters Score -2005234 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 23381 members 
Entering Unmasked Estep 
Score: -2005521.625000 Penalty: 5032.300781
	Iteration 10Q: 3 clusters Score -2005522 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 23619 members 
Entering Unmasked Estep 
Score: -2005717.750000 Penalty: 5032.300781
	Iteration 11Q: 3 clusters Score -2005718 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 23771 members 
Entering Unmasked Estep 
Score: -2005809.375000 Penalty: 5032.300781
	Iteration 12Q: 3 clusters Score -2005809 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 23868 members 
Entering Unmasked Estep 
Score: -2005885.000000 Penalty: 5032.300781
	Iteration 13Q: 3 clusters Score -2005885 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 23946 members 
Entering Unmasked Estep 
Score: -2005929.375000 Penalty: 5032.300781
	Iteration 14Q: 3 clusters Score -2005929 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 24000 members 
Entering Unmasked Estep 
Score: -2005942.500000 Penalty: 5032.300781
	Iteration 15Q: 3 clusters Score -2005942 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 24037 members 
Entering Unmasked Estep 
Score: -2005954.375000 Penalty: 5032.300781
	Iteration 16Q: 3 clusters Score -2005954 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 24062 members 
Entering Unmasked Estep 
Score: -2005961.750000 Penalty: 5032.300781
	Iteration 17Q: 3 clusters Score -2005962 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 24081 members 
Entering Unmasked Estep 
Score: -2005964.500000 Penalty: 5032.300781
	Iteration 18Q: 3 clusters Score -2005964 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 24098 members 
Entering Unmasked Estep 
Score: -2005967.375000 Penalty: 5032.300781
	Iteration 19Q: 3 clusters Score -2005967 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 24108 members 
Entering Unmasked Estep 
Score: -2005972.375000 Penalty: 5032.300781
	Iteration 20F: 3 clusters Score -2005972 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 24115 members 
Entering Unmasked Estep 
Score: -2005976.000000 Penalty: 5032.300781
	Iteration 21Q: 3 clusters Score -2005976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 24119 members 
Entering Unmasked Estep 
Score: -2005977.250000 Penalty: 5032.300781
	Iteration 22Q: 3 clusters Score -2005977 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 24124 members 
Entering Unmasked Estep 
Score: -2005977.875000 Penalty: 5032.300781
	Iteration 23Q: 3 clusters Score -2005978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 24128 members 
Entering Unmasked Estep 
Score: -2005978.375000 Penalty: 5032.300781
	Iteration 24Q: 3 clusters Score -2005978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 24131 members 
Entering Unmasked Estep 
Score: -2005977.625000 Penalty: 5032.300781
	Iteration 25Q: 3 clusters Score -2005978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 24133 members 
Entering Unmasked Estep 
Score: -2005978.750000 Penalty: 5032.300781
	Iteration 26Q: 3 clusters Score -2005979 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 24133 members 
Entering Unmasked Estep 
Score: -2005978.750000 Penalty: 5032.300781
	Iteration 27F: 3 clusters Score -2005979 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Entering Unmasked Estep 
Score: -536786.125000 Penalty: 2204.411621
	Iteration 0F: 2 clusters Score -536786.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -530947.687500 Penalty: 4408.823242
	Iteration 0F: 3 clusters Score -530947.7 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -532863.250000 Penalty: 4408.823242
	Iteration 1F: 3 clusters Score -532863.2 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -533483.812500 Penalty: 4408.823242
	Iteration 2F: 3 clusters Score -533483.8 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -533955.625000 Penalty: 4408.823242
	Iteration 3F: 3 clusters Score -533955.6 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -534411.000000 Penalty: 4408.823242
	Iteration 4F: 3 clusters Score -534411 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -534816.937500 Penalty: 4408.823242
	Iteration 5F: 3 clusters Score -534816.9 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -535116.500000 Penalty: 4408.823242
	Iteration 6F: 3 clusters Score -535116.5 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -535362.312500 Penalty: 4408.823242
	Iteration 7Q: 3 clusters Score -535362.3 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -535579.625000 Penalty: 4408.823242
	Iteration 8Q: 3 clusters Score -535579.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -535704.312500 Penalty: 4408.823242
	Iteration 9Q: 3 clusters Score -535704.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -535783.250000 Penalty: 4408.823242
	Iteration 10Q: 3 clusters Score -535783.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -535834.187500 Penalty: 4408.823242
	Iteration 11Q: 3 clusters Score -535834.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -535871.750000 Penalty: 4408.823242
	Iteration 12Q: 3 clusters Score -535871.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -535906.437500 Penalty: 4408.823242
	Iteration 13Q: 3 clusters Score -535906.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -535929.125000 Penalty: 4408.823242
	Iteration 14Q: 3 clusters Score -535929.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -535946.500000 Penalty: 4408.823242
	Iteration 15Q: 3 clusters Score -535946.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -535961.562500 Penalty: 4408.823242
	Iteration 16Q: 3 clusters Score -535961.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -535974.437500 Penalty: 4408.823242
	Iteration 17Q: 3 clusters Score -535974.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -535984.500000 Penalty: 4408.823242
	Iteration 18Q: 3 clusters Score -535984.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -535988.937500 Penalty: 4408.823242
	Iteration 19Q: 3 clusters Score -535988.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -535997.000000 Penalty: 4408.823242
	Iteration 20F: 3 clusters Score -535997 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -536002.000000 Penalty: 4408.823242
	Iteration 21Q: 3 clusters Score -536002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -536005.250000 Penalty: 4408.823242
	Iteration 22Q: 3 clusters Score -536005.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -536006.375000 Penalty: 4408.823242
	Iteration 23Q: 3 clusters Score -536006.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -536008.500000 Penalty: 4408.823242
	Iteration 24Q: 3 clusters Score -536008.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -536011.000000 Penalty: 4408.823242
	Iteration 25Q: 3 clusters Score -536011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -536013.375000 Penalty: 4408.823242
	Iteration 26Q: 3 clusters Score -536013.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -536014.625000 Penalty: 4408.823242
	Iteration 27Q: 3 clusters Score -536014.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -536015.437500 Penalty: 4408.823242
	Iteration 28Q: 3 clusters Score -536015.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -536014.937500 Penalty: 4408.823242
	Iteration 29Q: 3 clusters Score -536014.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -536015.062500 Penalty: 4408.823242
	Iteration 30Q: 3 clusters Score -536015.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -536016.000000 Penalty: 4408.823242
	Iteration 31Q: 3 clusters Score -536016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -536016.000000 Penalty: 4408.823242
	Iteration 32Q: 3 clusters Score -536016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -536016.000000 Penalty: 4408.823242
	Iteration 33F: 3 clusters Score -536016 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Entering Unmasked Estep 
Score: -318426.343750 Penalty: 2062.563477
	Iteration 0F: 2 clusters Score -318426.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -314456.718750 Penalty: 4125.126953
	Iteration 0F: 3 clusters Score -314456.7 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -315311.875000 Penalty: 4125.126953
	Iteration 1F: 3 clusters Score -315311.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -315510.718750 Penalty: 4125.126953
	Iteration 2F: 3 clusters Score -315510.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -315625.281250 Penalty: 4125.126953
	Iteration 3Q: 3 clusters Score -315625.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -315692.843750 Penalty: 4125.126953
	Iteration 4Q: 3 clusters Score -315692.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -315743.562500 Penalty: 4125.126953
	Iteration 5Q: 3 clusters Score -315743.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -315783.375000 Penalty: 4125.126953
	Iteration 6Q: 3 clusters Score -315783.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -315818.406250 Penalty: 4125.126953
	Iteration 7Q: 3 clusters Score -315818.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -315842.687500 Penalty: 4125.126953
	Iteration 8Q: 3 clusters Score -315842.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -315866.375000 Penalty: 4125.126953
	Iteration 9Q: 3 clusters Score -315866.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -315882.937500 Penalty: 4125.126953
	Iteration 10Q: 3 clusters Score -315882.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -315895.406250 Penalty: 4125.126953
	Iteration 11Q: 3 clusters Score -315895.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -315907.125000 Penalty: 4125.126953
	Iteration 12Q: 3 clusters Score -315907.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -315917.656250 Penalty: 4125.126953
	Iteration 13Q: 3 clusters Score -315917.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -315934.843750 Penalty: 4125.126953
	Iteration 14Q: 3 clusters Score -315934.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -315948.406250 Penalty: 4125.126953
	Iteration 15Q: 3 clusters Score -315948.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -315960.625000 Penalty: 4125.126953
	Iteration 16Q: 3 clusters Score -315960.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -315971.468750 Penalty: 4125.126953
	Iteration 17Q: 3 clusters Score -315971.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -315978.562500 Penalty: 4125.126953
	Iteration 18Q: 3 clusters Score -315978.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -315991.406250 Penalty: 4125.126953
	Iteration 19Q: 3 clusters Score -315991.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -316002.250000 Penalty: 4125.126953
	Iteration 20F: 3 clusters Score -316002.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -316010.093750 Penalty: 4125.126953
	Iteration 21Q: 3 clusters Score -316010.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -316016.656250 Penalty: 4125.126953
	Iteration 22Q: 3 clusters Score -316016.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -316021.125000 Penalty: 4125.126953
	Iteration 23Q: 3 clusters Score -316021.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -316025.750000 Penalty: 4125.126953
	Iteration 24Q: 3 clusters Score -316025.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -316031.125000 Penalty: 4125.126953
	Iteration 25Q: 3 clusters Score -316031.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -316036.187500 Penalty: 4125.126953
	Iteration 26Q: 3 clusters Score -316036.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -316041.125000 Penalty: 4125.126953
	Iteration 27Q: 3 clusters Score -316041.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -316046.468750 Penalty: 4125.126953
	Iteration 28Q: 3 clusters Score -316046.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -316050.000000 Penalty: 4125.126953
	Iteration 29Q: 3 clusters Score -316050 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -316052.906250 Penalty: 4125.126953
	Iteration 30Q: 3 clusters Score -316052.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -316057.406250 Penalty: 4125.126953
	Iteration 31Q: 3 clusters Score -316057.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -316061.875000 Penalty: 4125.126953
	Iteration 32Q: 3 clusters Score -316061.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -316065.250000 Penalty: 4125.126953
	Iteration 33Q: 3 clusters Score -316065.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -316068.687500 Penalty: 4125.126953
	Iteration 34Q: 3 clusters Score -316068.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -316070.437500 Penalty: 4125.126953
	Iteration 35Q: 3 clusters Score -316070.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -316071.656250 Penalty: 4125.126953
	Iteration 36Q: 3 clusters Score -316071.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -316071.656250 Penalty: 4125.126953
	Iteration 37Q: 3 clusters Score -316071.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -316072.375000 Penalty: 4125.126953
	Iteration 38Q: 3 clusters Score -316072.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -316072.562500 Penalty: 4125.126953
	Iteration 39Q: 3 clusters Score -316072.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -316072.562500 Penalty: 4125.126953
	Iteration 40F: 3 clusters Score -316072.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (65398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65398 members 
Entering Unmasked Estep 
Score: -5327542.000000 Penalty: 2749.885254
	Iteration 0F: 2 clusters Score -5327542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32780 members 
Mstep: Class 2 contains 32618 members 
Entering Unmasked Estep 
Score: -5283721.000000 Penalty: 5499.770508
	Iteration 0F: 3 clusters Score -5283721 nChanged 30499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33881 members 
Mstep: Class 2 contains 31517 members 
Entering Unmasked Estep 
Score: -5300965.500000 Penalty: 5499.770508
	Iteration 1F: 3 clusters Score -5300966 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34615 members 
Mstep: Class 2 contains 30783 members 
Entering Unmasked Estep 
Score: -5301716.000000 Penalty: 5499.770508
	Iteration 2Q: 3 clusters Score -5301716 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35771 members 
Mstep: Class 2 contains 29627 members 
Entering Unmasked Estep 
Score: -5302777.500000 Penalty: 5499.770508
	Iteration 3Q: 3 clusters Score -5302778 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37601 members 
Mstep: Class 2 contains 27797 members 
Entering Unmasked Estep 
Score: -5304410.000000 Penalty: 5499.770508
	Iteration 4F: 3 clusters Score -5304410 nChanged 4162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40245 members 
Mstep: Class 2 contains 25153 members 
Entering Unmasked Estep 
Score: -5307151.000000 Penalty: 5499.770508
	Iteration 5F: 3 clusters Score -5307151 nChanged 4962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43643 members 
Mstep: Class 2 contains 21755 members 
Entering Unmasked Estep 
Score: -5310938.500000 Penalty: 5499.770508
	Iteration 6F: 3 clusters Score -5310938 nChanged 5005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47206 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -5314827.500000 Penalty: 5499.770508
	Iteration 7F: 3 clusters Score -5314828 nChanged 4109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50227 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -5317999.500000 Penalty: 5499.770508
	Iteration 8F: 3 clusters Score -5318000 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52407 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -5320324.000000 Penalty: 5499.770508
	Iteration 9Q: 3 clusters Score -5320324 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53971 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -5321805.500000 Penalty: 5499.770508
	Iteration 10Q: 3 clusters Score -5321806 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55125 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -5322748.500000 Penalty: 5499.770508
	Iteration 11Q: 3 clusters Score -5322748 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56032 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -5323349.500000 Penalty: 5499.770508
	Iteration 12Q: 3 clusters Score -5323350 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56800 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -5323757.500000 Penalty: 5499.770508
	Iteration 13Q: 3 clusters Score -5323758 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57487 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -5324049.500000 Penalty: 5499.770508
	Iteration 14Q: 3 clusters Score -5324050 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58070 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -5324325.000000 Penalty: 5499.770508
	Iteration 15Q: 3 clusters Score -5324325 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58575 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -5324491.000000 Penalty: 5499.770508
	Iteration 16Q: 3 clusters Score -5324491 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59006 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -5324633.000000 Penalty: 5499.770508
	Iteration 17Q: 3 clusters Score -5324633 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59387 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -5324732.500000 Penalty: 5499.770508
	Iteration 18Q: 3 clusters Score -5324732 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59700 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -5324819.500000 Penalty: 5499.770508
	Iteration 19Q: 3 clusters Score -5324820 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59967 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -5324902.500000 Penalty: 5499.770508
	Iteration 20F: 3 clusters Score -5324902 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60236 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -5324965.000000 Penalty: 5499.770508
	Iteration 21Q: 3 clusters Score -5324965 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60479 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -5325010.000000 Penalty: 5499.770508
	Iteration 22Q: 3 clusters Score -5325010 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60696 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -5325046.000000 Penalty: 5499.770508
	Iteration 23Q: 3 clusters Score -5325046 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60905 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -5325086.000000 Penalty: 5499.770508
	Iteration 24Q: 3 clusters Score -5325086 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61121 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -5325160.500000 Penalty: 5499.770508
	Iteration 25Q: 3 clusters Score -5325160 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61325 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -5325214.000000 Penalty: 5499.770508
	Iteration 26Q: 3 clusters Score -5325214 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61510 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -5325247.000000 Penalty: 5499.770508
	Iteration 27Q: 3 clusters Score -5325247 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61669 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -5325283.500000 Penalty: 5499.770508
	Iteration 28Q: 3 clusters Score -5325284 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61787 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -5325325.500000 Penalty: 5499.770508
	Iteration 29Q: 3 clusters Score -5325326 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61906 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -5325327.000000 Penalty: 5499.770508
	Iteration 30Q: 3 clusters Score -5325327 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62016 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -5325357.000000 Penalty: 5499.770508
	Iteration 31Q: 3 clusters Score -5325357 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62116 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -5325375.000000 Penalty: 5499.770508
	Iteration 32Q: 3 clusters Score -5325375 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62223 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -5325384.000000 Penalty: 5499.770508
	Iteration 33Q: 3 clusters Score -5325384 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62301 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -5325403.500000 Penalty: 5499.770508
	Iteration 34Q: 3 clusters Score -5325404 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62377 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -5325426.500000 Penalty: 5499.770508
	Iteration 35Q: 3 clusters Score -5325426 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62461 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -5325444.000000 Penalty: 5499.770508
	Iteration 36Q: 3 clusters Score -5325444 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62532 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -5325461.500000 Penalty: 5499.770508
	Iteration 37Q: 3 clusters Score -5325462 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62605 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -5325471.500000 Penalty: 5499.770508
	Iteration 38Q: 3 clusters Score -5325472 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62663 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -5325489.000000 Penalty: 5499.770508
	Iteration 39Q: 3 clusters Score -5325489 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62713 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -5325501.500000 Penalty: 5499.770508
	Iteration 40F: 3 clusters Score -5325502 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62776 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -5325541.000000 Penalty: 5499.770508
	Iteration 41Q: 3 clusters Score -5325541 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62831 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -5325550.500000 Penalty: 5499.770508
	Iteration 42Q: 3 clusters Score -5325550 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62873 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -5325561.500000 Penalty: 5499.770508
	Iteration 43Q: 3 clusters Score -5325562 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62912 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -5325565.000000 Penalty: 5499.770508
	Iteration 44Q: 3 clusters Score -5325565 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62944 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -5325579.000000 Penalty: 5499.770508
	Iteration 45Q: 3 clusters Score -5325579 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62968 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -5325568.000000 Penalty: 5499.770508
	Iteration 46Q: 3 clusters Score -5325568 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62985 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -5325569.000000 Penalty: 5499.770508
	Iteration 47Q: 3 clusters Score -5325569 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62997 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -5325563.000000 Penalty: 5499.770508
	Iteration 48Q: 3 clusters Score -5325563 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63016 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -5325577.500000 Penalty: 5499.770508
	Iteration 49Q: 3 clusters Score -5325578 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63034 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -5325574.000000 Penalty: 5499.770508
	Iteration 50Q: 3 clusters Score -5325574 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63053 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -5325574.500000 Penalty: 5499.770508
	Iteration 51Q: 3 clusters Score -5325574 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63069 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -5325578.000000 Penalty: 5499.770508
	Iteration 52Q: 3 clusters Score -5325578 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63080 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -5325582.500000 Penalty: 5499.770508
	Iteration 53Q: 3 clusters Score -5325582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63086 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -5325586.500000 Penalty: 5499.770508
	Iteration 54Q: 3 clusters Score -5325586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63089 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -5325581.500000 Penalty: 5499.770508
	Iteration 55Q: 3 clusters Score -5325582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63091 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -5325586.500000 Penalty: 5499.770508
	Iteration 56Q: 3 clusters Score -5325586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63092 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -5325586.000000 Penalty: 5499.770508
	Iteration 57Q: 3 clusters Score -5325586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63092 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -5325586.000000 Penalty: 5499.770508
	Iteration 58F: 3 clusters Score -5325586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Entering Unmasked Estep 
Score: -287359.937500 Penalty: 2083.697754
	Iteration 0F: 2 clusters Score -287359.9 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 2285 members 
Entering Unmasked Estep 
Score: -283206.687500 Penalty: 4167.395508
	Iteration 0F: 3 clusters Score -283206.7 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -284235.250000 Penalty: 4167.395508
	Iteration 1F: 3 clusters Score -284235.2 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -284585.875000 Penalty: 4167.395508
	Iteration 2F: 3 clusters Score -284585.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -284866.406250 Penalty: 4167.395508
	Iteration 3F: 3 clusters Score -284866.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -285069.062500 Penalty: 4167.395508
	Iteration 4F: 3 clusters Score -285069.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -285326.968750 Penalty: 4167.395508
	Iteration 5Q: 3 clusters Score -285327 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -285604.343750 Penalty: 4167.395508
	Iteration 6Q: 3 clusters Score -285604.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -285825.593750 Penalty: 4167.395508
	Iteration 7Q: 3 clusters Score -285825.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -286034.625000 Penalty: 4167.395508
	Iteration 8Q: 3 clusters Score -286034.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -286240.375000 Penalty: 4167.395508
	Iteration 9Q: 3 clusters Score -286240.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -286474.218750 Penalty: 4167.395508
	Iteration 10Q: 3 clusters Score -286474.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -286651.250000 Penalty: 4167.395508
	Iteration 11Q: 3 clusters Score -286651.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -286772.437500 Penalty: 4167.395508
	Iteration 12Q: 3 clusters Score -286772.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -286870.906250 Penalty: 4167.395508
	Iteration 13Q: 3 clusters Score -286870.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -287001.500000 Penalty: 4167.395508
	Iteration 14Q: 3 clusters Score -287001.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -287115.187500 Penalty: 4167.395508
	Iteration 15Q: 3 clusters Score -287115.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -287182.343750 Penalty: 4167.395508
	Iteration 16Q: 3 clusters Score -287182.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -287230.593750 Penalty: 4167.395508
	Iteration 17Q: 3 clusters Score -287230.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -287266.437500 Penalty: 4167.395508
	Iteration 18Q: 3 clusters Score -287266.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -287289.937500 Penalty: 4167.395508
	Iteration 19Q: 3 clusters Score -287289.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -287322.593750 Penalty: 4167.395508
	Iteration 20F: 3 clusters Score -287322.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -287339.437500 Penalty: 4167.395508
	Iteration 21Q: 3 clusters Score -287339.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -287347.968750 Penalty: 4167.395508
	Iteration 22Q: 3 clusters Score -287348 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -287352.125000 Penalty: 4167.395508
	Iteration 23Q: 3 clusters Score -287352.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -287355.125000 Penalty: 4167.395508
	Iteration 24Q: 3 clusters Score -287355.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -287360.062500 Penalty: 4167.395508
	Iteration 25Q: 3 clusters Score -287360.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -287368.312500 Penalty: 4167.395508
	Iteration 26Q: 3 clusters Score -287368.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -287375.593750 Penalty: 4167.395508
	Iteration 27Q: 3 clusters Score -287375.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -287380.156250 Penalty: 4167.395508
	Iteration 28Q: 3 clusters Score -287380.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -287381.750000 Penalty: 4167.395508
	Iteration 29Q: 3 clusters Score -287381.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -287385.187500 Penalty: 4167.395508
	Iteration 30Q: 3 clusters Score -287385.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -287389.125000 Penalty: 4167.395508
	Iteration 31Q: 3 clusters Score -287389.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -287391.187500 Penalty: 4167.395508
	Iteration 32Q: 3 clusters Score -287391.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -287393.437500 Penalty: 4167.395508
	Iteration 33Q: 3 clusters Score -287393.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -287395.062500 Penalty: 4167.395508
	Iteration 34Q: 3 clusters Score -287395.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -287396.656250 Penalty: 4167.395508
	Iteration 35Q: 3 clusters Score -287396.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -287397.343750 Penalty: 4167.395508
	Iteration 36Q: 3 clusters Score -287397.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -287397.218750 Penalty: 4167.395508
	Iteration 37Q: 3 clusters Score -287397.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -287397.281250 Penalty: 4167.395508
	Iteration 38Q: 3 clusters Score -287397.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -287397.281250 Penalty: 4167.395508
	Iteration 39F: 3 clusters Score -287397.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 3458 members 
Mstep: Class 3 contains 8477 members 
Mstep: Class 4 contains 3078 members 
Mstep: Class 5 contains 17811 members 
Mstep: Class 6 contains 28080 members 
Mstep: Class 7 contains 19429 members 
Mstep: Class 8 contains 6114 members 
Mstep: Class 9 contains 77238 members 
Mstep: Class 10 contains 73533 members 
Mstep: Class 11 contains 4954 members 
Mstep: Class 12 contains 8853 members 
Mstep: Class 13 contains 14239 members 
Mstep: Class 14 contains 4800 members 
Mstep: Class 15 contains 7842 members 
Mstep: Class 16 contains 6146 members 
Mstep: Class 17 contains 153488 members 
Mstep: Class 18 contains 7417 members 
Mstep: Class 19 contains 39583 members 
Mstep: Class 20 contains 25483 members 
Mstep: Class 21 contains 7250 members 
Mstep: Class 22 contains 4092 members 
Mstep: Class 23 contains 65398 members 
Mstep: Class 24 contains 2217 members 
Mstep: Class 25 contains 5345 members 
Mstep: Class 26 contains 65674 members 
Mstep: Class 27 contains 4510 members 
Mstep: Class 28 contains 121938 members 
Mstep: Class 29 contains 13551 members 
Mstep: Class 30 contains 45116 members 
Mstep: Class 31 contains 599612 members 
Mstep: Class 32 contains 1227 members 
Mstep: Class 33 contains 5317 members 
Mstep: Class 34 contains 2239 members 
Entering Unmasked Estep 
Score: -111966536.000000 Penalty: 119701.210938
Splitting cluster 24 changes total score from -111967728.000000 to -111966536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (5345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Entering Unmasked Estep 
Score: -422302.468750 Penalty: 2128.811279
	Iteration 0F: 2 clusters Score -422302.5 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 2692 members 
Entering Unmasked Estep 
Score: -417536.562500 Penalty: 4257.622559
	Iteration 0F: 3 clusters Score -417536.6 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -418651.250000 Penalty: 4257.622559
	Iteration 1F: 3 clusters Score -418651.2 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -418863.406250 Penalty: 4257.622559
	Iteration 2F: 3 clusters Score -418863.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -419003.187500 Penalty: 4257.622559
	Iteration 3F: 3 clusters Score -419003.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -419112.812500 Penalty: 4257.622559
	Iteration 4Q: 3 clusters Score -419112.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -419211.000000 Penalty: 4257.622559
	Iteration 5Q: 3 clusters Score -419211 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -419303.906250 Penalty: 4257.622559
	Iteration 6Q: 3 clusters Score -419303.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -419425.281250 Penalty: 4257.622559
	Iteration 7Q: 3 clusters Score -419425.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -419539.187500 Penalty: 4257.622559
	Iteration 8Q: 3 clusters Score -419539.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -419641.250000 Penalty: 4257.622559
	Iteration 9Q: 3 clusters Score -419641.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -419722.812500 Penalty: 4257.622559
	Iteration 10Q: 3 clusters Score -419722.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -419805.312500 Penalty: 4257.622559
	Iteration 11Q: 3 clusters Score -419805.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -419887.468750 Penalty: 4257.622559
	Iteration 12Q: 3 clusters Score -419887.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -419959.687500 Penalty: 4257.622559
	Iteration 13Q: 3 clusters Score -419959.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -420037.000000 Penalty: 4257.622559
	Iteration 14Q: 3 clusters Score -420037 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -420100.843750 Penalty: 4257.622559
	Iteration 15Q: 3 clusters Score -420100.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -420144.875000 Penalty: 4257.622559
	Iteration 16Q: 3 clusters Score -420144.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -420174.281250 Penalty: 4257.622559
	Iteration 17Q: 3 clusters Score -420174.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -420199.687500 Penalty: 4257.622559
	Iteration 18Q: 3 clusters Score -420199.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -420224.187500 Penalty: 4257.622559
	Iteration 19Q: 3 clusters Score -420224.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -420244.562500 Penalty: 4257.622559
	Iteration 20F: 3 clusters Score -420244.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -420266.875000 Penalty: 4257.622559
	Iteration 21Q: 3 clusters Score -420266.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -420294.406250 Penalty: 4257.622559
	Iteration 22Q: 3 clusters Score -420294.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -420316.375000 Penalty: 4257.622559
	Iteration 23Q: 3 clusters Score -420316.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -420339.031250 Penalty: 4257.622559
	Iteration 24Q: 3 clusters Score -420339 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -420361.875000 Penalty: 4257.622559
	Iteration 25Q: 3 clusters Score -420361.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -420378.718750 Penalty: 4257.622559
	Iteration 26Q: 3 clusters Score -420378.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -420394.093750 Penalty: 4257.622559
	Iteration 27Q: 3 clusters Score -420394.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -420412.218750 Penalty: 4257.622559
	Iteration 28Q: 3 clusters Score -420412.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -420429.781250 Penalty: 4257.622559
	Iteration 29Q: 3 clusters Score -420429.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -420448.375000 Penalty: 4257.622559
	Iteration 30Q: 3 clusters Score -420448.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -420464.687500 Penalty: 4257.622559
	Iteration 31Q: 3 clusters Score -420464.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -420474.500000 Penalty: 4257.622559
	Iteration 32Q: 3 clusters Score -420474.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -420487.531250 Penalty: 4257.622559
	Iteration 33Q: 3 clusters Score -420487.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -420498.718750 Penalty: 4257.622559
	Iteration 34Q: 3 clusters Score -420498.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -420508.687500 Penalty: 4257.622559
	Iteration 35Q: 3 clusters Score -420508.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -420518.312500 Penalty: 4257.622559
	Iteration 36Q: 3 clusters Score -420518.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -420525.250000 Penalty: 4257.622559
	Iteration 37Q: 3 clusters Score -420525.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -420532.968750 Penalty: 4257.622559
	Iteration 38Q: 3 clusters Score -420533 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -420538.000000 Penalty: 4257.622559
	Iteration 39Q: 3 clusters Score -420538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -420541.312500 Penalty: 4257.622559
	Iteration 40F: 3 clusters Score -420541.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -420543.343750 Penalty: 4257.622559
	Iteration 41Q: 3 clusters Score -420543.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -420543.500000 Penalty: 4257.622559
	Iteration 42Q: 3 clusters Score -420543.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -420544.437500 Penalty: 4257.622559
	Iteration 43Q: 3 clusters Score -420544.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -420545.281250 Penalty: 4257.622559
	Iteration 44Q: 3 clusters Score -420545.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -420545.968750 Penalty: 4257.622559
	Iteration 45Q: 3 clusters Score -420546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -420547.093750 Penalty: 4257.622559
	Iteration 46Q: 3 clusters Score -420547.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -420547.093750 Penalty: 4257.622559
	Iteration 47F: 3 clusters Score -420547.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (65674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65674 members 
Entering Unmasked Estep 
Score: -5038210.000000 Penalty: 2750.929688
	Iteration 0F: 2 clusters Score -5038210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32947 members 
Mstep: Class 2 contains 32727 members 
Entering Unmasked Estep 
Score: -4994491.000000 Penalty: 5501.859375
	Iteration 0F: 3 clusters Score -4994491 nChanged 30466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34063 members 
Mstep: Class 2 contains 31611 members 
Entering Unmasked Estep 
Score: -5011490.500000 Penalty: 5501.859375
	Iteration 1F: 3 clusters Score -5011490 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34690 members 
Mstep: Class 2 contains 30984 members 
Entering Unmasked Estep 
Score: -5012419.000000 Penalty: 5501.859375
	Iteration 2Q: 3 clusters Score -5012419 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35632 members 
Mstep: Class 2 contains 30042 members 
Entering Unmasked Estep 
Score: -5013572.500000 Penalty: 5501.859375
	Iteration 3Q: 3 clusters Score -5013572 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36917 members 
Mstep: Class 2 contains 28757 members 
Entering Unmasked Estep 
Score: -5014873.000000 Penalty: 5501.859375
	Iteration 4Q: 3 clusters Score -5014873 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38497 members 
Mstep: Class 2 contains 27177 members 
Entering Unmasked Estep 
Score: -5016357.000000 Penalty: 5501.859375
	Iteration 5Q: 3 clusters Score -5016357 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40444 members 
Mstep: Class 2 contains 25230 members 
Entering Unmasked Estep 
Score: -5018063.500000 Penalty: 5501.859375
	Iteration 6Q: 3 clusters Score -5018064 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42731 members 
Mstep: Class 2 contains 22943 members 
Entering Unmasked Estep 
Score: -5020112.500000 Penalty: 5501.859375
	Iteration 7F: 3 clusters Score -5020112 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45353 members 
Mstep: Class 2 contains 20321 members 
Entering Unmasked Estep 
Score: -5022466.500000 Penalty: 5501.859375
	Iteration 8F: 3 clusters Score -5022466 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48018 members 
Mstep: Class 2 contains 17656 members 
Entering Unmasked Estep 
Score: -5024904.500000 Penalty: 5501.859375
	Iteration 9F: 3 clusters Score -5024904 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50365 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -5027108.500000 Penalty: 5501.859375
	Iteration 10Q: 3 clusters Score -5027108 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52352 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -5028764.500000 Penalty: 5501.859375
	Iteration 11Q: 3 clusters Score -5028764 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53980 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -5029947.000000 Penalty: 5501.859375
	Iteration 12Q: 3 clusters Score -5029947 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55389 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -5030895.000000 Penalty: 5501.859375
	Iteration 13Q: 3 clusters Score -5030895 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56645 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -5031733.500000 Penalty: 5501.859375
	Iteration 14Q: 3 clusters Score -5031734 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57836 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -5032508.500000 Penalty: 5501.859375
	Iteration 15Q: 3 clusters Score -5032508 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58839 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -5033252.500000 Penalty: 5501.859375
	Iteration 16Q: 3 clusters Score -5033252 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59702 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -5033964.500000 Penalty: 5501.859375
	Iteration 17Q: 3 clusters Score -5033964 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60429 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -5034624.000000 Penalty: 5501.859375
	Iteration 18Q: 3 clusters Score -5034624 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60976 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -5035126.000000 Penalty: 5501.859375
	Iteration 19Q: 3 clusters Score -5035126 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61361 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -5035476.000000 Penalty: 5501.859375
	Iteration 20F: 3 clusters Score -5035476 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61626 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -5035730.500000 Penalty: 5501.859375
	Iteration 21Q: 3 clusters Score -5035730 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61845 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -5035873.500000 Penalty: 5501.859375
	Iteration 22Q: 3 clusters Score -5035874 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62028 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -5035971.500000 Penalty: 5501.859375
	Iteration 23Q: 3 clusters Score -5035972 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62175 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -5036043.500000 Penalty: 5501.859375
	Iteration 24Q: 3 clusters Score -5036044 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62278 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -5036084.000000 Penalty: 5501.859375
	Iteration 25Q: 3 clusters Score -5036084 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62374 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -5036128.500000 Penalty: 5501.859375
	Iteration 26Q: 3 clusters Score -5036128 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62450 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -5036161.500000 Penalty: 5501.859375
	Iteration 27Q: 3 clusters Score -5036162 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62509 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -5036172.500000 Penalty: 5501.859375
	Iteration 28Q: 3 clusters Score -5036172 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62561 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -5036180.500000 Penalty: 5501.859375
	Iteration 29Q: 3 clusters Score -5036180 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62614 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -5036190.000000 Penalty: 5501.859375
	Iteration 30Q: 3 clusters Score -5036190 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62663 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -5036219.500000 Penalty: 5501.859375
	Iteration 31Q: 3 clusters Score -5036220 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62715 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -5036231.000000 Penalty: 5501.859375
	Iteration 32Q: 3 clusters Score -5036231 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62749 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -5036240.000000 Penalty: 5501.859375
	Iteration 33Q: 3 clusters Score -5036240 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62781 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -5036242.500000 Penalty: 5501.859375
	Iteration 34Q: 3 clusters Score -5036242 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62804 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -5036241.000000 Penalty: 5501.859375
	Iteration 35Q: 3 clusters Score -5036241 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62828 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -5036248.000000 Penalty: 5501.859375
	Iteration 36Q: 3 clusters Score -5036248 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62843 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -5036243.000000 Penalty: 5501.859375
	Iteration 37Q: 3 clusters Score -5036243 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62856 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -5036245.000000 Penalty: 5501.859375
	Iteration 38Q: 3 clusters Score -5036245 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62867 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -5036250.500000 Penalty: 5501.859375
	Iteration 39Q: 3 clusters Score -5036250 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62881 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -5036250.000000 Penalty: 5501.859375
	Iteration 40F: 3 clusters Score -5036250 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62892 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -5036254.000000 Penalty: 5501.859375
	Iteration 41Q: 3 clusters Score -5036254 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62902 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -5036260.000000 Penalty: 5501.859375
	Iteration 42Q: 3 clusters Score -5036260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62905 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -5036255.500000 Penalty: 5501.859375
	Iteration 43Q: 3 clusters Score -5036256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62909 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -5036261.000000 Penalty: 5501.859375
	Iteration 44Q: 3 clusters Score -5036261 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62912 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -5036260.000000 Penalty: 5501.859375
	Iteration 45Q: 3 clusters Score -5036260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62916 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -5036255.000000 Penalty: 5501.859375
	Iteration 46Q: 3 clusters Score -5036255 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62919 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -5036257.000000 Penalty: 5501.859375
	Iteration 47Q: 3 clusters Score -5036257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62923 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -5036261.000000 Penalty: 5501.859375
	Iteration 48Q: 3 clusters Score -5036261 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62930 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -5036258.000000 Penalty: 5501.859375
	Iteration 49Q: 3 clusters Score -5036258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62936 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -5036267.000000 Penalty: 5501.859375
	Iteration 50Q: 3 clusters Score -5036267 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62941 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -5036270.500000 Penalty: 5501.859375
	Iteration 51Q: 3 clusters Score -5036270 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62950 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -5036258.000000 Penalty: 5501.859375
	Iteration 52Q: 3 clusters Score -5036258 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62957 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -5036259.000000 Penalty: 5501.859375
	Iteration 53Q: 3 clusters Score -5036259 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62963 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -5036257.000000 Penalty: 5501.859375
	Iteration 54Q: 3 clusters Score -5036257 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62966 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -5036257.000000 Penalty: 5501.859375
	Iteration 55Q: 3 clusters Score -5036257 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62969 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -5036261.000000 Penalty: 5501.859375
	Iteration 56Q: 3 clusters Score -5036261 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62974 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -5036259.000000 Penalty: 5501.859375
	Iteration 57Q: 3 clusters Score -5036259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62975 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -5036258.500000 Penalty: 5501.859375
	Iteration 58Q: 3 clusters Score -5036258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62975 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -5036258.500000 Penalty: 5501.859375
	Iteration 59F: 3 clusters Score -5036258 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Entering Unmasked Estep 
Score: -332937.531250 Penalty: 2086.684814
	Iteration 0F: 2 clusters Score -332937.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -328720.125000 Penalty: 4173.369629
	Iteration 0F: 3 clusters Score -328720.1 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -329734.968750 Penalty: 4173.369629
	Iteration 1F: 3 clusters Score -329735 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -329981.875000 Penalty: 4173.369629
	Iteration 2F: 3 clusters Score -329981.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -330193.562500 Penalty: 4173.369629
	Iteration 3F: 3 clusters Score -330193.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -330418.406250 Penalty: 4173.369629
	Iteration 4F: 3 clusters Score -330418.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -330607.281250 Penalty: 4173.369629
	Iteration 5F: 3 clusters Score -330607.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -330753.062500 Penalty: 4173.369629
	Iteration 6Q: 3 clusters Score -330753.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -330870.593750 Penalty: 4173.369629
	Iteration 7Q: 3 clusters Score -330870.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -330981.125000 Penalty: 4173.369629
	Iteration 8Q: 3 clusters Score -330981.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -331086.531250 Penalty: 4173.369629
	Iteration 9Q: 3 clusters Score -331086.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -331194.031250 Penalty: 4173.369629
	Iteration 10Q: 3 clusters Score -331194 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -331322.906250 Penalty: 4173.369629
	Iteration 11Q: 3 clusters Score -331322.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -331435.937500 Penalty: 4173.369629
	Iteration 12Q: 3 clusters Score -331435.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -331528.687500 Penalty: 4173.369629
	Iteration 13Q: 3 clusters Score -331528.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -331608.656250 Penalty: 4173.369629
	Iteration 14Q: 3 clusters Score -331608.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -331703.187500 Penalty: 4173.369629
	Iteration 15Q: 3 clusters Score -331703.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -331818.906250 Penalty: 4173.369629
	Iteration 16Q: 3 clusters Score -331818.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -331919.312500 Penalty: 4173.369629
	Iteration 17Q: 3 clusters Score -331919.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -332022.875000 Penalty: 4173.369629
	Iteration 18Q: 3 clusters Score -332022.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -332117.812500 Penalty: 4173.369629
	Iteration 19Q: 3 clusters Score -332117.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -332195.187500 Penalty: 4173.369629
	Iteration 20F: 3 clusters Score -332195.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -332252.156250 Penalty: 4173.369629
	Iteration 21Q: 3 clusters Score -332252.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -332296.093750 Penalty: 4173.369629
	Iteration 22Q: 3 clusters Score -332296.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -332317.562500 Penalty: 4173.369629
	Iteration 23Q: 3 clusters Score -332317.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -332337.875000 Penalty: 4173.369629
	Iteration 24Q: 3 clusters Score -332337.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -332349.500000 Penalty: 4173.369629
	Iteration 25Q: 3 clusters Score -332349.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -332359.187500 Penalty: 4173.369629
	Iteration 26Q: 3 clusters Score -332359.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -332367.781250 Penalty: 4173.369629
	Iteration 27Q: 3 clusters Score -332367.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -332373.562500 Penalty: 4173.369629
	Iteration 28Q: 3 clusters Score -332373.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -332377.031250 Penalty: 4173.369629
	Iteration 29Q: 3 clusters Score -332377 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -332380.156250 Penalty: 4173.369629
	Iteration 30Q: 3 clusters Score -332380.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -332381.312500 Penalty: 4173.369629
	Iteration 31Q: 3 clusters Score -332381.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -332383.312500 Penalty: 4173.369629
	Iteration 32Q: 3 clusters Score -332383.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -332383.968750 Penalty: 4173.369629
	Iteration 33Q: 3 clusters Score -332384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -332383.531250 Penalty: 4173.369629
	Iteration 34Q: 3 clusters Score -332383.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -332384.125000 Penalty: 4173.369629
	Iteration 35Q: 3 clusters Score -332384.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -332384.468750 Penalty: 4173.369629
	Iteration 36Q: 3 clusters Score -332384.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -332384.468750 Penalty: 4173.369629
	Iteration 37F: 3 clusters Score -332384.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (121938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121938 members 
Entering Unmasked Estep 
Score: -9722593.000000 Penalty: 2904.394531
	Iteration 0F: 2 clusters Score -9722593 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61020 members 
Mstep: Class 2 contains 60918 members 
Entering Unmasked Estep 
Score: -9641268.000000 Penalty: 5808.789062
	Iteration 0F: 3 clusters Score -9641268 nChanged 58009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62653 members 
Mstep: Class 2 contains 59285 members 
Entering Unmasked Estep 
Score: -9674264.000000 Penalty: 5808.789062
	Iteration 1F: 3 clusters Score -9674264 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63632 members 
Mstep: Class 2 contains 58306 members 
Entering Unmasked Estep 
Score: -9675056.000000 Penalty: 5808.789062
	Iteration 2Q: 3 clusters Score -9675056 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65153 members 
Mstep: Class 2 contains 56785 members 
Entering Unmasked Estep 
Score: -9676104.000000 Penalty: 5808.789062
	Iteration 3Q: 3 clusters Score -9676104 nChanged 4277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67466 members 
Mstep: Class 2 contains 54472 members 
Entering Unmasked Estep 
Score: -9677283.000000 Penalty: 5808.789062
	Iteration 4Q: 3 clusters Score -9677283 nChanged 5175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70953 members 
Mstep: Class 2 contains 50985 members 
Entering Unmasked Estep 
Score: -9679371.000000 Penalty: 5808.789062
	Iteration 5Q: 3 clusters Score -9679371 nChanged 6328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75919 members 
Mstep: Class 2 contains 46019 members 
Entering Unmasked Estep 
Score: -9682581.000000 Penalty: 5808.789062
	Iteration 6F: 3 clusters Score -9682581 nChanged 7638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82455 members 
Mstep: Class 2 contains 39483 members 
Entering Unmasked Estep 
Score: -9687130.000000 Penalty: 5808.789062
	Iteration 7F: 3 clusters Score -9687130 nChanged 8655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90438 members 
Mstep: Class 2 contains 31500 members 
Entering Unmasked Estep 
Score: -9693389.000000 Penalty: 5808.789062
	Iteration 8F: 3 clusters Score -9693389 nChanged 8912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99012 members 
Mstep: Class 2 contains 22926 members 
Entering Unmasked Estep 
Score: -9700455.000000 Penalty: 5808.789062
	Iteration 9F: 3 clusters Score -9700455 nChanged 8043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106945 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -9707485.000000 Penalty: 5808.789062
	Iteration 10F: 3 clusters Score -9707485 nChanged 6299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113222 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -9713087.000000 Penalty: 5808.789062
	Iteration 11F: 3 clusters Score -9713087 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117227 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -9716642.000000 Penalty: 5808.789062
	Iteration 12Q: 3 clusters Score -9716642 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119409 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -9718437.000000 Penalty: 5808.789062
	Iteration 13Q: 3 clusters Score -9718437 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120387 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -9719240.000000 Penalty: 5808.789062
	Iteration 14Q: 3 clusters Score -9719240 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120823 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -9719672.000000 Penalty: 5808.789062
	Iteration 15Q: 3 clusters Score -9719672 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121012 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -9719898.000000 Penalty: 5808.789062
	Iteration 16Q: 3 clusters Score -9719898 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121105 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -9720041.000000 Penalty: 5808.789062
	Iteration 17Q: 3 clusters Score -9720041 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121145 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -9720141.000000 Penalty: 5808.789062
	Iteration 18Q: 3 clusters Score -9720141 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121163 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -9720187.000000 Penalty: 5808.789062
	Iteration 19Q: 3 clusters Score -9720187 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121182 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -9720222.000000 Penalty: 5808.789062
	Iteration 20F: 3 clusters Score -9720222 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121190 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -9720283.000000 Penalty: 5808.789062
	Iteration 21Q: 3 clusters Score -9720283 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121202 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -9720355.000000 Penalty: 5808.789062
	Iteration 22Q: 3 clusters Score -9720355 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121193 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -9720403.000000 Penalty: 5808.789062
	Iteration 23Q: 3 clusters Score -9720403 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121168 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -9720431.000000 Penalty: 5808.789062
	Iteration 24Q: 3 clusters Score -9720431 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121154 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -9720447.000000 Penalty: 5808.789062
	Iteration 25Q: 3 clusters Score -9720447 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121137 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -9720461.000000 Penalty: 5808.789062
	Iteration 26Q: 3 clusters Score -9720461 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121116 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -9720482.000000 Penalty: 5808.789062
	Iteration 27Q: 3 clusters Score -9720482 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121090 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -9720502.000000 Penalty: 5808.789062
	Iteration 28Q: 3 clusters Score -9720502 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121061 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -9720537.000000 Penalty: 5808.789062
	Iteration 29Q: 3 clusters Score -9720537 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121038 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -9720542.000000 Penalty: 5808.789062
	Iteration 30Q: 3 clusters Score -9720542 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121022 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -9720566.000000 Penalty: 5808.789062
	Iteration 31Q: 3 clusters Score -9720566 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121007 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -9720584.000000 Penalty: 5808.789062
	Iteration 32Q: 3 clusters Score -9720584 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121005 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -9720583.000000 Penalty: 5808.789062
	Iteration 33Q: 3 clusters Score -9720583 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120997 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -9720592.000000 Penalty: 5808.789062
	Iteration 34Q: 3 clusters Score -9720592 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120988 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -9720604.000000 Penalty: 5808.789062
	Iteration 35Q: 3 clusters Score -9720604 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120975 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -9720618.000000 Penalty: 5808.789062
	Iteration 36Q: 3 clusters Score -9720618 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120955 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -9720629.000000 Penalty: 5808.789062
	Iteration 37Q: 3 clusters Score -9720629 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120937 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -9720631.000000 Penalty: 5808.789062
	Iteration 38Q: 3 clusters Score -9720631 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120932 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -9720642.000000 Penalty: 5808.789062
	Iteration 39Q: 3 clusters Score -9720642 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120925 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -9720663.000000 Penalty: 5808.789062
	Iteration 40F: 3 clusters Score -9720663 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120915 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -9720672.000000 Penalty: 5808.789062
	Iteration 41Q: 3 clusters Score -9720672 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120905 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -9720684.000000 Penalty: 5808.789062
	Iteration 42Q: 3 clusters Score -9720684 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120898 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -9720683.000000 Penalty: 5808.789062
	Iteration 43Q: 3 clusters Score -9720683 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120885 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -9720688.000000 Penalty: 5808.789062
	Iteration 44Q: 3 clusters Score -9720688 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120887 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -9720695.000000 Penalty: 5808.789062
	Iteration 45Q: 3 clusters Score -9720695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120887 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -9720697.000000 Penalty: 5808.789062
	Iteration 46Q: 3 clusters Score -9720697 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120885 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -9720702.000000 Penalty: 5808.789062
	Iteration 47Q: 3 clusters Score -9720702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120885 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -9720693.000000 Penalty: 5808.789062
	Iteration 48Q: 3 clusters Score -9720693 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120880 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -9720702.000000 Penalty: 5808.789062
	Iteration 49Q: 3 clusters Score -9720702 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120874 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -9720701.000000 Penalty: 5808.789062
	Iteration 50Q: 3 clusters Score -9720701 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120870 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -9720713.000000 Penalty: 5808.789062
	Iteration 51Q: 3 clusters Score -9720713 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120867 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -9720732.000000 Penalty: 5808.789062
	Iteration 52Q: 3 clusters Score -9720732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120866 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -9720734.000000 Penalty: 5808.789062
	Iteration 53Q: 3 clusters Score -9720734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120863 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -9720727.000000 Penalty: 5808.789062
	Iteration 54Q: 3 clusters Score -9720727 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120861 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -9720746.000000 Penalty: 5808.789062
	Iteration 55Q: 3 clusters Score -9720746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120857 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -9720736.000000 Penalty: 5808.789062
	Iteration 56Q: 3 clusters Score -9720736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120851 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -9720750.000000 Penalty: 5808.789062
	Iteration 57Q: 3 clusters Score -9720750 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120839 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -9720757.000000 Penalty: 5808.789062
	Iteration 58Q: 3 clusters Score -9720757 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120832 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -9720755.000000 Penalty: 5808.789062
	Iteration 59Q: 3 clusters Score -9720755 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120828 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -9720760.000000 Penalty: 5808.789062
	Iteration 60F: 3 clusters Score -9720760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120824 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -9720759.000000 Penalty: 5808.789062
	Iteration 61Q: 3 clusters Score -9720759 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120821 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -9720768.000000 Penalty: 5808.789062
	Iteration 62Q: 3 clusters Score -9720768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120818 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -9720755.000000 Penalty: 5808.789062
	Iteration 63Q: 3 clusters Score -9720755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120817 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -9720771.000000 Penalty: 5808.789062
	Iteration 64Q: 3 clusters Score -9720771 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120815 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -9720773.000000 Penalty: 5808.789062
	Iteration 65Q: 3 clusters Score -9720773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120811 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -9720783.000000 Penalty: 5808.789062
	Iteration 66Q: 3 clusters Score -9720783 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120809 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -9720775.000000 Penalty: 5808.789062
	Iteration 67Q: 3 clusters Score -9720775 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120809 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -9720777.000000 Penalty: 5808.789062
	Iteration 68Q: 3 clusters Score -9720777 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120809 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -9720772.000000 Penalty: 5808.789062
	Iteration 69Q: 3 clusters Score -9720772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120809 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -9720779.000000 Penalty: 5808.789062
	Iteration 70Q: 3 clusters Score -9720779 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120808 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -9720784.000000 Penalty: 5808.789062
	Iteration 71Q: 3 clusters Score -9720784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120805 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -9720782.000000 Penalty: 5808.789062
	Iteration 72Q: 3 clusters Score -9720782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120803 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -9720776.000000 Penalty: 5808.789062
	Iteration 73Q: 3 clusters Score -9720776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120801 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -9720785.000000 Penalty: 5808.789062
	Iteration 74Q: 3 clusters Score -9720785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120800 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -9720785.000000 Penalty: 5808.789062
	Iteration 75Q: 3 clusters Score -9720785 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120800 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -9720785.000000 Penalty: 5808.789062
	Iteration 76F: 3 clusters Score -9720785 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (13551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Entering Unmasked Estep 
Score: -1082469.250000 Penalty: 2359.525391
	Iteration 0F: 2 clusters Score -1082469 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1072478.250000 Penalty: 4719.050781
	Iteration 0F: 3 clusters Score -1072478 nChanged 5781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1075521.125000 Penalty: 4719.050781
	Iteration 1F: 3 clusters Score -1075521 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1075878.750000 Penalty: 4719.050781
	Iteration 2F: 3 clusters Score -1075879 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1076138.875000 Penalty: 4719.050781
	Iteration 3Q: 3 clusters Score -1076139 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1076389.125000 Penalty: 4719.050781
	Iteration 4Q: 3 clusters Score -1076389 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1076611.000000 Penalty: 4719.050781
	Iteration 5Q: 3 clusters Score -1076611 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -1076842.625000 Penalty: 4719.050781
	Iteration 6Q: 3 clusters Score -1076843 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1077113.250000 Penalty: 4719.050781
	Iteration 7Q: 3 clusters Score -1077113 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -1077458.500000 Penalty: 4719.050781
	Iteration 8Q: 3 clusters Score -1077458 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -1077836.625000 Penalty: 4719.050781
	Iteration 9Q: 3 clusters Score -1077837 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -1078216.375000 Penalty: 4719.050781
	Iteration 10Q: 3 clusters Score -1078216 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -1078653.000000 Penalty: 4719.050781
	Iteration 11Q: 3 clusters Score -1078653 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -1079105.750000 Penalty: 4719.050781
	Iteration 12Q: 3 clusters Score -1079106 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -1079659.125000 Penalty: 4719.050781
	Iteration 13Q: 3 clusters Score -1079659 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -1080268.500000 Penalty: 4719.050781
	Iteration 14Q: 3 clusters Score -1080268 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -1080629.000000 Penalty: 4719.050781
	Iteration 15Q: 3 clusters Score -1080629 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -1080829.375000 Penalty: 4719.050781
	Iteration 16Q: 3 clusters Score -1080829 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -1080959.250000 Penalty: 4719.050781
	Iteration 17Q: 3 clusters Score -1080959 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -1081045.125000 Penalty: 4719.050781
	Iteration 18Q: 3 clusters Score -1081045 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -1081097.375000 Penalty: 4719.050781
	Iteration 19Q: 3 clusters Score -1081097 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -1081126.625000 Penalty: 4719.050781
	Iteration 20F: 3 clusters Score -1081127 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -1081149.125000 Penalty: 4719.050781
	Iteration 21Q: 3 clusters Score -1081149 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -1081169.125000 Penalty: 4719.050781
	Iteration 22Q: 3 clusters Score -1081169 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -1081177.500000 Penalty: 4719.050781
	Iteration 23Q: 3 clusters Score -1081178 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -1081184.000000 Penalty: 4719.050781
	Iteration 24Q: 3 clusters Score -1081184 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -1081183.750000 Penalty: 4719.050781
	Iteration 25Q: 3 clusters Score -1081184 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -1081186.625000 Penalty: 4719.050781
	Iteration 26Q: 3 clusters Score -1081187 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -1081189.500000 Penalty: 4719.050781
	Iteration 27Q: 3 clusters Score -1081190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -1081190.125000 Penalty: 4719.050781
	Iteration 28Q: 3 clusters Score -1081190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -1081190.750000 Penalty: 4719.050781
	Iteration 29Q: 3 clusters Score -1081191 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -1081193.000000 Penalty: 4719.050781
	Iteration 30Q: 3 clusters Score -1081193 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -1081196.250000 Penalty: 4719.050781
	Iteration 31Q: 3 clusters Score -1081196 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -1081198.375000 Penalty: 4719.050781
	Iteration 32Q: 3 clusters Score -1081198 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -1081198.500000 Penalty: 4719.050781
	Iteration 33Q: 3 clusters Score -1081198 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -1081202.750000 Penalty: 4719.050781
	Iteration 34Q: 3 clusters Score -1081203 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -1081204.375000 Penalty: 4719.050781
	Iteration 35Q: 3 clusters Score -1081204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -1081201.375000 Penalty: 4719.050781
	Iteration 36Q: 3 clusters Score -1081201 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -1081202.625000 Penalty: 4719.050781
	Iteration 37Q: 3 clusters Score -1081203 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -1081205.000000 Penalty: 4719.050781
	Iteration 38Q: 3 clusters Score -1081205 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -1081203.750000 Penalty: 4719.050781
	Iteration 39Q: 3 clusters Score -1081204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -1081205.625000 Penalty: 4719.050781
	Iteration 40F: 3 clusters Score -1081206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -1081207.625000 Penalty: 4719.050781
	Iteration 41Q: 3 clusters Score -1081208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -1081206.375000 Penalty: 4719.050781
	Iteration 42Q: 3 clusters Score -1081206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -1081205.750000 Penalty: 4719.050781
	Iteration 43Q: 3 clusters Score -1081206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -1081206.250000 Penalty: 4719.050781
	Iteration 44Q: 3 clusters Score -1081206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -1081206.375000 Penalty: 4719.050781
	Iteration 45Q: 3 clusters Score -1081206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -1081206.500000 Penalty: 4719.050781
	Iteration 46Q: 3 clusters Score -1081206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -1081207.750000 Penalty: 4719.050781
	Iteration 47Q: 3 clusters Score -1081208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -1081207.750000 Penalty: 4719.050781
	Iteration 48F: 3 clusters Score -1081208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (45116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45116 members 
Entering Unmasked Estep 
Score: -3674117.750000 Penalty: 2657.814209
	Iteration 0F: 2 clusters Score -3674118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22465 members 
Mstep: Class 2 contains 22651 members 
Entering Unmasked Estep 
Score: -3643518.500000 Penalty: 5315.628418
	Iteration 0F: 3 clusters Score -3643518 nChanged 20926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22021 members 
Mstep: Class 2 contains 23095 members 
Entering Unmasked Estep 
Score: -3655086.750000 Penalty: 5315.628418
	Iteration 1F: 3 clusters Score -3655087 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21729 members 
Mstep: Class 2 contains 23387 members 
Entering Unmasked Estep 
Score: -3655603.750000 Penalty: 5315.628418
	Iteration 2Q: 3 clusters Score -3655604 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21290 members 
Mstep: Class 2 contains 23826 members 
Entering Unmasked Estep 
Score: -3656123.250000 Penalty: 5315.628418
	Iteration 3Q: 3 clusters Score -3656123 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20689 members 
Mstep: Class 2 contains 24427 members 
Entering Unmasked Estep 
Score: -3656692.000000 Penalty: 5315.628418
	Iteration 4Q: 3 clusters Score -3656692 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19809 members 
Mstep: Class 2 contains 25307 members 
Entering Unmasked Estep 
Score: -3657326.500000 Penalty: 5315.628418
	Iteration 5Q: 3 clusters Score -3657326 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18705 members 
Mstep: Class 2 contains 26411 members 
Entering Unmasked Estep 
Score: -3658173.500000 Penalty: 5315.628418
	Iteration 6Q: 3 clusters Score -3658174 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17215 members 
Mstep: Class 2 contains 27901 members 
Entering Unmasked Estep 
Score: -3659280.500000 Penalty: 5315.628418
	Iteration 7Q: 3 clusters Score -3659280 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 29701 members 
Entering Unmasked Estep 
Score: -3660729.250000 Penalty: 5315.628418
	Iteration 8F: 3 clusters Score -3660729 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 31692 members 
Entering Unmasked Estep 
Score: -3662489.750000 Penalty: 5315.628418
	Iteration 9F: 3 clusters Score -3662490 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 33776 members 
Entering Unmasked Estep 
Score: -3664414.750000 Penalty: 5315.628418
	Iteration 10F: 3 clusters Score -3664415 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 35621 members 
Entering Unmasked Estep 
Score: -3666202.250000 Penalty: 5315.628418
	Iteration 11Q: 3 clusters Score -3666202 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 37020 members 
Entering Unmasked Estep 
Score: -3667545.250000 Penalty: 5315.628418
	Iteration 12Q: 3 clusters Score -3667545 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 38063 members 
Entering Unmasked Estep 
Score: -3668493.000000 Penalty: 5315.628418
	Iteration 13Q: 3 clusters Score -3668493 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 38868 members 
Entering Unmasked Estep 
Score: -3669143.000000 Penalty: 5315.628418
	Iteration 14Q: 3 clusters Score -3669143 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 39482 members 
Entering Unmasked Estep 
Score: -3669573.500000 Penalty: 5315.628418
	Iteration 15Q: 3 clusters Score -3669574 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 40013 members 
Entering Unmasked Estep 
Score: -3669917.000000 Penalty: 5315.628418
	Iteration 16Q: 3 clusters Score -3669917 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 40465 members 
Entering Unmasked Estep 
Score: -3670183.750000 Penalty: 5315.628418
	Iteration 17Q: 3 clusters Score -3670184 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 40844 members 
Entering Unmasked Estep 
Score: -3670373.000000 Penalty: 5315.628418
	Iteration 18Q: 3 clusters Score -3670373 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 41191 members 
Entering Unmasked Estep 
Score: -3670543.000000 Penalty: 5315.628418
	Iteration 19Q: 3 clusters Score -3670543 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 41494 members 
Entering Unmasked Estep 
Score: -3670681.500000 Penalty: 5315.628418
	Iteration 20F: 3 clusters Score -3670682 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 41781 members 
Entering Unmasked Estep 
Score: -3670809.000000 Penalty: 5315.628418
	Iteration 21Q: 3 clusters Score -3670809 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 42056 members 
Entering Unmasked Estep 
Score: -3670916.000000 Penalty: 5315.628418
	Iteration 22Q: 3 clusters Score -3670916 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 42303 members 
Entering Unmasked Estep 
Score: -3671019.000000 Penalty: 5315.628418
	Iteration 23Q: 3 clusters Score -3671019 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 42515 members 
Entering Unmasked Estep 
Score: -3671097.500000 Penalty: 5315.628418
	Iteration 24Q: 3 clusters Score -3671098 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 42707 members 
Entering Unmasked Estep 
Score: -3671162.750000 Penalty: 5315.628418
	Iteration 25Q: 3 clusters Score -3671163 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 42859 members 
Entering Unmasked Estep 
Score: -3671225.000000 Penalty: 5315.628418
	Iteration 26Q: 3 clusters Score -3671225 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 43004 members 
Entering Unmasked Estep 
Score: -3671280.000000 Penalty: 5315.628418
	Iteration 27Q: 3 clusters Score -3671280 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 43136 members 
Entering Unmasked Estep 
Score: -3671337.000000 Penalty: 5315.628418
	Iteration 28Q: 3 clusters Score -3671337 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 43262 members 
Entering Unmasked Estep 
Score: -3671400.750000 Penalty: 5315.628418
	Iteration 29Q: 3 clusters Score -3671401 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 43372 members 
Entering Unmasked Estep 
Score: -3671436.250000 Penalty: 5315.628418
	Iteration 30Q: 3 clusters Score -3671436 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 43469 members 
Entering Unmasked Estep 
Score: -3671479.250000 Penalty: 5315.628418
	Iteration 31Q: 3 clusters Score -3671479 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 43564 members 
Entering Unmasked Estep 
Score: -3671531.000000 Penalty: 5315.628418
	Iteration 32Q: 3 clusters Score -3671531 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 43640 members 
Entering Unmasked Estep 
Score: -3671548.500000 Penalty: 5315.628418
	Iteration 33Q: 3 clusters Score -3671548 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 43704 members 
Entering Unmasked Estep 
Score: -3671574.250000 Penalty: 5315.628418
	Iteration 34Q: 3 clusters Score -3671574 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 43757 members 
Entering Unmasked Estep 
Score: -3671608.250000 Penalty: 5315.628418
	Iteration 35Q: 3 clusters Score -3671608 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 43798 members 
Entering Unmasked Estep 
Score: -3671630.750000 Penalty: 5315.628418
	Iteration 36Q: 3 clusters Score -3671631 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 43837 members 
Entering Unmasked Estep 
Score: -3671642.000000 Penalty: 5315.628418
	Iteration 37Q: 3 clusters Score -3671642 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 43876 members 
Entering Unmasked Estep 
Score: -3671659.000000 Penalty: 5315.628418
	Iteration 38Q: 3 clusters Score -3671659 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 43910 members 
Entering Unmasked Estep 
Score: -3671681.750000 Penalty: 5315.628418
	Iteration 39Q: 3 clusters Score -3671682 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 43938 members 
Entering Unmasked Estep 
Score: -3671690.500000 Penalty: 5315.628418
	Iteration 40F: 3 clusters Score -3671690 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 43967 members 
Entering Unmasked Estep 
Score: -3671706.500000 Penalty: 5315.628418
	Iteration 41Q: 3 clusters Score -3671706 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 43987 members 
Entering Unmasked Estep 
Score: -3671715.000000 Penalty: 5315.628418
	Iteration 42Q: 3 clusters Score -3671715 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 44010 members 
Entering Unmasked Estep 
Score: -3671718.000000 Penalty: 5315.628418
	Iteration 43Q: 3 clusters Score -3671718 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 44032 members 
Entering Unmasked Estep 
Score: -3671730.500000 Penalty: 5315.628418
	Iteration 44Q: 3 clusters Score -3671730 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 44045 members 
Entering Unmasked Estep 
Score: -3671738.500000 Penalty: 5315.628418
	Iteration 45Q: 3 clusters Score -3671738 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 44055 members 
Entering Unmasked Estep 
Score: -3671741.750000 Penalty: 5315.628418
	Iteration 46Q: 3 clusters Score -3671742 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 44066 members 
Entering Unmasked Estep 
Score: -3671742.000000 Penalty: 5315.628418
	Iteration 47Q: 3 clusters Score -3671742 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 44075 members 
Entering Unmasked Estep 
Score: -3671743.000000 Penalty: 5315.628418
	Iteration 48Q: 3 clusters Score -3671743 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 44080 members 
Entering Unmasked Estep 
Score: -3671742.000000 Penalty: 5315.628418
	Iteration 49Q: 3 clusters Score -3671742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 44086 members 
Entering Unmasked Estep 
Score: -3671749.000000 Penalty: 5315.628418
	Iteration 50Q: 3 clusters Score -3671749 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 44095 members 
Entering Unmasked Estep 
Score: -3671760.750000 Penalty: 5315.628418
	Iteration 51Q: 3 clusters Score -3671761 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 44099 members 
Entering Unmasked Estep 
Score: -3671764.750000 Penalty: 5315.628418
	Iteration 52Q: 3 clusters Score -3671765 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 44104 members 
Entering Unmasked Estep 
Score: -3671765.750000 Penalty: 5315.628418
	Iteration 53Q: 3 clusters Score -3671766 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 44113 members 
Entering Unmasked Estep 
Score: -3671768.500000 Penalty: 5315.628418
	Iteration 54Q: 3 clusters Score -3671768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 44121 members 
Entering Unmasked Estep 
Score: -3671769.000000 Penalty: 5315.628418
	Iteration 55Q: 3 clusters Score -3671769 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 44137 members 
Entering Unmasked Estep 
Score: -3671772.500000 Penalty: 5315.628418
	Iteration 56Q: 3 clusters Score -3671772 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 44152 members 
Entering Unmasked Estep 
Score: -3671778.250000 Penalty: 5315.628418
	Iteration 57Q: 3 clusters Score -3671778 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 44165 members 
Entering Unmasked Estep 
Score: -3671781.250000 Penalty: 5315.628418
	Iteration 58Q: 3 clusters Score -3671781 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 44174 members 
Entering Unmasked Estep 
Score: -3671790.250000 Penalty: 5315.628418
	Iteration 59Q: 3 clusters Score -3671790 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 44187 members 
Entering Unmasked Estep 
Score: -3671801.250000 Penalty: 5315.628418
	Iteration 60F: 3 clusters Score -3671801 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 44195 members 
Entering Unmasked Estep 
Score: -3671808.500000 Penalty: 5315.628418
	Iteration 61Q: 3 clusters Score -3671808 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 44205 members 
Entering Unmasked Estep 
Score: -3671807.000000 Penalty: 5315.628418
	Iteration 62Q: 3 clusters Score -3671807 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 44216 members 
Entering Unmasked Estep 
Score: -3671808.250000 Penalty: 5315.628418
	Iteration 63Q: 3 clusters Score -3671808 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 44229 members 
Entering Unmasked Estep 
Score: -3671816.000000 Penalty: 5315.628418
	Iteration 64Q: 3 clusters Score -3671816 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 44240 members 
Entering Unmasked Estep 
Score: -3671824.000000 Penalty: 5315.628418
	Iteration 65Q: 3 clusters Score -3671824 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 44253 members 
Entering Unmasked Estep 
Score: -3671824.750000 Penalty: 5315.628418
	Iteration 66Q: 3 clusters Score -3671825 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 44262 members 
Entering Unmasked Estep 
Score: -3671829.500000 Penalty: 5315.628418
	Iteration 67Q: 3 clusters Score -3671830 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 44273 members 
Entering Unmasked Estep 
Score: -3671834.250000 Penalty: 5315.628418
	Iteration 68Q: 3 clusters Score -3671834 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 44278 members 
Entering Unmasked Estep 
Score: -3671838.750000 Penalty: 5315.628418
	Iteration 69Q: 3 clusters Score -3671839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 44280 members 
Entering Unmasked Estep 
Score: -3671838.250000 Penalty: 5315.628418
	Iteration 70Q: 3 clusters Score -3671838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 44285 members 
Entering Unmasked Estep 
Score: -3671839.500000 Penalty: 5315.628418
	Iteration 71Q: 3 clusters Score -3671840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 44291 members 
Entering Unmasked Estep 
Score: -3671849.500000 Penalty: 5315.628418
	Iteration 72Q: 3 clusters Score -3671850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 44296 members 
Entering Unmasked Estep 
Score: -3671848.500000 Penalty: 5315.628418
	Iteration 73Q: 3 clusters Score -3671848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 44299 members 
Entering Unmasked Estep 
Score: -3671846.750000 Penalty: 5315.628418
	Iteration 74Q: 3 clusters Score -3671847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 44302 members 
Entering Unmasked Estep 
Score: -3671843.000000 Penalty: 5315.628418
	Iteration 75Q: 3 clusters Score -3671843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 44304 members 
Entering Unmasked Estep 
Score: -3671846.750000 Penalty: 5315.628418
	Iteration 76Q: 3 clusters Score -3671847 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 44308 members 
Entering Unmasked Estep 
Score: -3671852.500000 Penalty: 5315.628418
	Iteration 77Q: 3 clusters Score -3671852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 44312 members 
Entering Unmasked Estep 
Score: -3671850.250000 Penalty: 5315.628418
	Iteration 78Q: 3 clusters Score -3671850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 44314 members 
Entering Unmasked Estep 
Score: -3671852.500000 Penalty: 5315.628418
	Iteration 79Q: 3 clusters Score -3671852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 44314 members 
Entering Unmasked Estep 
Score: -3671852.500000 Penalty: 5315.628418
	Iteration 80F: 3 clusters Score -3671852 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (599612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599612 members 
Entering Unmasked Estep 
Score: -47134388.000000 Penalty: 3299.401367
	Iteration 0F: 2 clusters Score -4.713439e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300195 members 
Mstep: Class 2 contains 299417 members 
Entering Unmasked Estep 
Score: -46728712.000000 Penalty: 6598.802734
	Iteration 0F: 3 clusters Score -4.672871e+07 nChanged 293301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315066 members 
Mstep: Class 2 contains 284546 members 
Entering Unmasked Estep 
Score: -46906056.000000 Penalty: 6598.802734
	Iteration 1F: 3 clusters Score -4.690606e+07 nChanged 19690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325102 members 
Mstep: Class 2 contains 274510 members 
Entering Unmasked Estep 
Score: -46912236.000000 Penalty: 6598.802734
	Iteration 2Q: 3 clusters Score -4.691224e+07 nChanged 25167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340925 members 
Mstep: Class 2 contains 258687 members 
Entering Unmasked Estep 
Score: -46922392.000000 Penalty: 6598.802734
	Iteration 3Q: 3 clusters Score -4.692239e+07 nChanged 32083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364438 members 
Mstep: Class 2 contains 235174 members 
Entering Unmasked Estep 
Score: -46939100.000000 Penalty: 6598.802734
	Iteration 4F: 3 clusters Score -4.69391e+07 nChanged 39560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396780 members 
Mstep: Class 2 contains 202832 members 
Entering Unmasked Estep 
Score: -46964824.000000 Penalty: 6598.802734
	Iteration 5F: 3 clusters Score -4.696482e+07 nChanged 44427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435751 members 
Mstep: Class 2 contains 163861 members 
Entering Unmasked Estep 
Score: -46997920.000000 Penalty: 6598.802734
	Iteration 6F: 3 clusters Score -4.699792e+07 nChanged 43498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476093 members 
Mstep: Class 2 contains 123519 members 
Entering Unmasked Estep 
Score: -47033148.000000 Penalty: 6598.802734
	Iteration 7F: 3 clusters Score -4.703315e+07 nChanged 37856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512581 members 
Mstep: Class 2 contains 87031 members 
Entering Unmasked Estep 
Score: -47064580.000000 Penalty: 6598.802734
	Iteration 8F: 3 clusters Score -4.706458e+07 nChanged 30208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542345 members 
Mstep: Class 2 contains 57267 members 
Entering Unmasked Estep 
Score: -47089076.000000 Penalty: 6598.802734
	Iteration 9F: 3 clusters Score -4.708908e+07 nChanged 21900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564115 members 
Mstep: Class 2 contains 35497 members 
Entering Unmasked Estep 
Score: -47106916.000000 Penalty: 6598.802734
	Iteration 10Q: 3 clusters Score -4.710692e+07 nChanged 14494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578569 members 
Mstep: Class 2 contains 21043 members 
Entering Unmasked Estep 
Score: -47118264.000000 Penalty: 6598.802734
	Iteration 11Q: 3 clusters Score -4.711826e+07 nChanged 8622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587177 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -47124660.000000 Penalty: 6598.802734
	Iteration 12Q: 3 clusters Score -4.712466e+07 nChanged 4905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592076 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -47127936.000000 Penalty: 6598.802734
	Iteration 13Q: 3 clusters Score -4.712794e+07 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594752 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -47129708.000000 Penalty: 6598.802734
	Iteration 14Q: 3 clusters Score -4.712971e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596149 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -47130616.000000 Penalty: 6598.802734
	Iteration 15Q: 3 clusters Score -4.713062e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596938 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -47131048.000000 Penalty: 6598.802734
	Iteration 16Q: 3 clusters Score -4.713105e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597377 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -47131364.000000 Penalty: 6598.802734
	Iteration 17Q: 3 clusters Score -4.713136e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597641 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -47131596.000000 Penalty: 6598.802734
	Iteration 18Q: 3 clusters Score -4.71316e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597778 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -47131828.000000 Penalty: 6598.802734
	Iteration 19Q: 3 clusters Score -4.713183e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597839 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -47131892.000000 Penalty: 6598.802734
	Iteration 20F: 3 clusters Score -4.713189e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597886 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -47131956.000000 Penalty: 6598.802734
	Iteration 21Q: 3 clusters Score -4.713196e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597923 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -47132096.000000 Penalty: 6598.802734
	Iteration 22Q: 3 clusters Score -4.71321e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597939 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -47132200.000000 Penalty: 6598.802734
	Iteration 23Q: 3 clusters Score -4.71322e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597949 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -47132344.000000 Penalty: 6598.802734
	Iteration 24Q: 3 clusters Score -4.713234e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597938 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -47132412.000000 Penalty: 6598.802734
	Iteration 25Q: 3 clusters Score -4.713241e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597932 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -47132476.000000 Penalty: 6598.802734
	Iteration 26Q: 3 clusters Score -4.713248e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597935 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -47132488.000000 Penalty: 6598.802734
	Iteration 27Q: 3 clusters Score -4.713249e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597911 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -47132480.000000 Penalty: 6598.802734
	Iteration 28Q: 3 clusters Score -4.713248e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597887 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -47132564.000000 Penalty: 6598.802734
	Iteration 29Q: 3 clusters Score -4.713256e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597858 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -47132536.000000 Penalty: 6598.802734
	Iteration 30Q: 3 clusters Score -4.713254e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597827 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -47132536.000000 Penalty: 6598.802734
	Iteration 31Q: 3 clusters Score -4.713254e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597801 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -47132532.000000 Penalty: 6598.802734
	Iteration 32Q: 3 clusters Score -4.713253e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597791 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -47132540.000000 Penalty: 6598.802734
	Iteration 33Q: 3 clusters Score -4.713254e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597772 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -47132600.000000 Penalty: 6598.802734
	Iteration 34Q: 3 clusters Score -4.71326e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597751 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -47132624.000000 Penalty: 6598.802734
	Iteration 35Q: 3 clusters Score -4.713262e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597731 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -47132600.000000 Penalty: 6598.802734
	Iteration 36Q: 3 clusters Score -4.71326e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597713 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -47132624.000000 Penalty: 6598.802734
	Iteration 37Q: 3 clusters Score -4.713262e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597696 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -47132652.000000 Penalty: 6598.802734
	Iteration 38Q: 3 clusters Score -4.713265e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597671 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -47132652.000000 Penalty: 6598.802734
	Iteration 39Q: 3 clusters Score -4.713265e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597650 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -47132656.000000 Penalty: 6598.802734
	Iteration 40F: 3 clusters Score -4.713266e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597624 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -47132660.000000 Penalty: 6598.802734
	Iteration 41Q: 3 clusters Score -4.713266e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597600 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -47132692.000000 Penalty: 6598.802734
	Iteration 42Q: 3 clusters Score -4.713269e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597591 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -47132700.000000 Penalty: 6598.802734
	Iteration 43Q: 3 clusters Score -4.71327e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597572 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -47132724.000000 Penalty: 6598.802734
	Iteration 44Q: 3 clusters Score -4.713272e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597549 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -47132744.000000 Penalty: 6598.802734
	Iteration 45Q: 3 clusters Score -4.713274e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597523 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -47132788.000000 Penalty: 6598.802734
	Iteration 46Q: 3 clusters Score -4.713279e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597501 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -47132740.000000 Penalty: 6598.802734
	Iteration 47Q: 3 clusters Score -4.713274e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597482 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -47132724.000000 Penalty: 6598.802734
	Iteration 48Q: 3 clusters Score -4.713272e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597469 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -47132752.000000 Penalty: 6598.802734
	Iteration 49Q: 3 clusters Score -4.713275e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597456 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -47132764.000000 Penalty: 6598.802734
	Iteration 50Q: 3 clusters Score -4.713276e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597442 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -47132736.000000 Penalty: 6598.802734
	Iteration 51Q: 3 clusters Score -4.713274e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597430 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -47132716.000000 Penalty: 6598.802734
	Iteration 52Q: 3 clusters Score -4.713272e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597421 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -47132716.000000 Penalty: 6598.802734
	Iteration 53Q: 3 clusters Score -4.713272e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597414 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -47132720.000000 Penalty: 6598.802734
	Iteration 54Q: 3 clusters Score -4.713272e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597408 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -47132704.000000 Penalty: 6598.802734
	Iteration 55Q: 3 clusters Score -4.71327e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597407 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -47132692.000000 Penalty: 6598.802734
	Iteration 56Q: 3 clusters Score -4.713269e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597403 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -47132720.000000 Penalty: 6598.802734
	Iteration 57Q: 3 clusters Score -4.713272e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597400 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -47132716.000000 Penalty: 6598.802734
	Iteration 58Q: 3 clusters Score -4.713272e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597399 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -47132732.000000 Penalty: 6598.802734
	Iteration 59Q: 3 clusters Score -4.713273e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597394 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -47132772.000000 Penalty: 6598.802734
	Iteration 60F: 3 clusters Score -4.713277e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597395 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -47132764.000000 Penalty: 6598.802734
	Iteration 61Q: 3 clusters Score -4.713276e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597392 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -47132736.000000 Penalty: 6598.802734
	Iteration 62Q: 3 clusters Score -4.713274e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597393 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -47132748.000000 Penalty: 6598.802734
	Iteration 63Q: 3 clusters Score -4.713275e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597394 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -47132708.000000 Penalty: 6598.802734
	Iteration 64Q: 3 clusters Score -4.713271e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597393 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -47132732.000000 Penalty: 6598.802734
	Iteration 65Q: 3 clusters Score -4.713273e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597392 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -47132724.000000 Penalty: 6598.802734
	Iteration 66Q: 3 clusters Score -4.713272e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597392 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -47132724.000000 Penalty: 6598.802734
	Iteration 67F: 3 clusters Score -4.713272e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Entering Unmasked Estep 
Score: -76029.476562 Penalty: 1763.857178
	Iteration 0F: 2 clusters Score -76029.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -73984.109375 Penalty: 3527.714355
	Iteration 0F: 3 clusters Score -73984.11 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -74396.765625 Penalty: 3527.714355
	Iteration 1F: 3 clusters Score -74396.77 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -74504.718750 Penalty: 3527.714355
	Iteration 2F: 3 clusters Score -74504.72 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -74558.906250 Penalty: 3527.714355
	Iteration 3Q: 3 clusters Score -74558.91 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -74601.703125 Penalty: 3527.714355
	Iteration 4Q: 3 clusters Score -74601.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -74636.398438 Penalty: 3527.714355
	Iteration 5Q: 3 clusters Score -74636.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -74668.117188 Penalty: 3527.714355
	Iteration 6Q: 3 clusters Score -74668.12 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -74703.992188 Penalty: 3527.714355
	Iteration 7Q: 3 clusters Score -74703.99 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -74726.976562 Penalty: 3527.714355
	Iteration 8Q: 3 clusters Score -74726.98 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -74763.898438 Penalty: 3527.714355
	Iteration 9Q: 3 clusters Score -74763.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -74845.109375 Penalty: 3527.714355
	Iteration 10Q: 3 clusters Score -74845.11 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -74930.843750 Penalty: 3527.714355
	Iteration 11Q: 3 clusters Score -74930.84 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -74978.820312 Penalty: 3527.714355
	Iteration 12Q: 3 clusters Score -74978.82 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -75036.101562 Penalty: 3527.714355
	Iteration 13Q: 3 clusters Score -75036.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -75079.757812 Penalty: 3527.714355
	Iteration 14Q: 3 clusters Score -75079.76 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -75100.312500 Penalty: 3527.714355
	Iteration 15Q: 3 clusters Score -75100.31 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -75125.953125 Penalty: 3527.714355
	Iteration 16Q: 3 clusters Score -75125.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -75142.500000 Penalty: 3527.714355
	Iteration 17Q: 3 clusters Score -75142.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -75155.046875 Penalty: 3527.714355
	Iteration 18Q: 3 clusters Score -75155.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -75170.078125 Penalty: 3527.714355
	Iteration 19Q: 3 clusters Score -75170.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -75188.156250 Penalty: 3527.714355
	Iteration 20F: 3 clusters Score -75188.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -75199.695312 Penalty: 3527.714355
	Iteration 21Q: 3 clusters Score -75199.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -75206.140625 Penalty: 3527.714355
	Iteration 22Q: 3 clusters Score -75206.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -75208.570312 Penalty: 3527.714355
	Iteration 23Q: 3 clusters Score -75208.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -75210.164062 Penalty: 3527.714355
	Iteration 24Q: 3 clusters Score -75210.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -75212.882812 Penalty: 3527.714355
	Iteration 25Q: 3 clusters Score -75212.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -75217.796875 Penalty: 3527.714355
	Iteration 26Q: 3 clusters Score -75217.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -75218.414062 Penalty: 3527.714355
	Iteration 27Q: 3 clusters Score -75218.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -75219.210938 Penalty: 3527.714355
	Iteration 28Q: 3 clusters Score -75219.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -75223.328125 Penalty: 3527.714355
	Iteration 29Q: 3 clusters Score -75223.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -75227.671875 Penalty: 3527.714355
	Iteration 30Q: 3 clusters Score -75227.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -75231.625000 Penalty: 3527.714355
	Iteration 31Q: 3 clusters Score -75231.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -75235.250000 Penalty: 3527.714355
	Iteration 32Q: 3 clusters Score -75235.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -75236.789062 Penalty: 3527.714355
	Iteration 33Q: 3 clusters Score -75236.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -75236.789062 Penalty: 3527.714355
	Iteration 34F: 3 clusters Score -75236.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (5317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Entering Unmasked Estep 
Score: -417378.500000 Penalty: 2127.508789
	Iteration 0F: 2 clusters Score -417378.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -412636.531250 Penalty: 4255.017578
	Iteration 0F: 3 clusters Score -412636.5 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -413759.093750 Penalty: 4255.017578
	Iteration 1F: 3 clusters Score -413759.1 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -414008.468750 Penalty: 4255.017578
	Iteration 2F: 3 clusters Score -414008.5 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -414206.500000 Penalty: 4255.017578
	Iteration 3F: 3 clusters Score -414206.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -414364.437500 Penalty: 4255.017578
	Iteration 4Q: 3 clusters Score -414364.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -414483.406250 Penalty: 4255.017578
	Iteration 5Q: 3 clusters Score -414483.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -414571.000000 Penalty: 4255.017578
	Iteration 6Q: 3 clusters Score -414571 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -414645.062500 Penalty: 4255.017578
	Iteration 7Q: 3 clusters Score -414645.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -414710.656250 Penalty: 4255.017578
	Iteration 8Q: 3 clusters Score -414710.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -414762.343750 Penalty: 4255.017578
	Iteration 9Q: 3 clusters Score -414762.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -414811.468750 Penalty: 4255.017578
	Iteration 10Q: 3 clusters Score -414811.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -414857.750000 Penalty: 4255.017578
	Iteration 11Q: 3 clusters Score -414857.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -414891.718750 Penalty: 4255.017578
	Iteration 12Q: 3 clusters Score -414891.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -414921.218750 Penalty: 4255.017578
	Iteration 13Q: 3 clusters Score -414921.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -414941.812500 Penalty: 4255.017578
	Iteration 14Q: 3 clusters Score -414941.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -414957.125000 Penalty: 4255.017578
	Iteration 15Q: 3 clusters Score -414957.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -414968.750000 Penalty: 4255.017578
	Iteration 16Q: 3 clusters Score -414968.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -414982.000000 Penalty: 4255.017578
	Iteration 17Q: 3 clusters Score -414982 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -414994.500000 Penalty: 4255.017578
	Iteration 18Q: 3 clusters Score -414994.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -415003.968750 Penalty: 4255.017578
	Iteration 19Q: 3 clusters Score -415004 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -415008.906250 Penalty: 4255.017578
	Iteration 20F: 3 clusters Score -415008.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -415019.031250 Penalty: 4255.017578
	Iteration 21Q: 3 clusters Score -415019 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -415033.125000 Penalty: 4255.017578
	Iteration 22Q: 3 clusters Score -415033.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -415047.937500 Penalty: 4255.017578
	Iteration 23Q: 3 clusters Score -415047.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -415069.812500 Penalty: 4255.017578
	Iteration 24Q: 3 clusters Score -415069.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -415088.250000 Penalty: 4255.017578
	Iteration 25Q: 3 clusters Score -415088.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -415104.000000 Penalty: 4255.017578
	Iteration 26Q: 3 clusters Score -415104 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -415114.250000 Penalty: 4255.017578
	Iteration 27Q: 3 clusters Score -415114.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -415122.968750 Penalty: 4255.017578
	Iteration 28Q: 3 clusters Score -415123 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -415131.375000 Penalty: 4255.017578
	Iteration 29Q: 3 clusters Score -415131.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -415139.781250 Penalty: 4255.017578
	Iteration 30Q: 3 clusters Score -415139.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -415152.000000 Penalty: 4255.017578
	Iteration 31Q: 3 clusters Score -415152 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -415166.531250 Penalty: 4255.017578
	Iteration 32Q: 3 clusters Score -415166.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -415176.531250 Penalty: 4255.017578
	Iteration 33Q: 3 clusters Score -415176.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -415181.656250 Penalty: 4255.017578
	Iteration 34Q: 3 clusters Score -415181.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -415186.187500 Penalty: 4255.017578
	Iteration 35Q: 3 clusters Score -415186.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -415191.031250 Penalty: 4255.017578
	Iteration 36Q: 3 clusters Score -415191 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -415194.656250 Penalty: 4255.017578
	Iteration 37Q: 3 clusters Score -415194.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -415200.281250 Penalty: 4255.017578
	Iteration 38Q: 3 clusters Score -415200.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -415207.906250 Penalty: 4255.017578
	Iteration 39Q: 3 clusters Score -415207.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -415215.718750 Penalty: 4255.017578
	Iteration 40F: 3 clusters Score -415215.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -415228.000000 Penalty: 4255.017578
	Iteration 41Q: 3 clusters Score -415228 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -415237.593750 Penalty: 4255.017578
	Iteration 42Q: 3 clusters Score -415237.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -415244.375000 Penalty: 4255.017578
	Iteration 43Q: 3 clusters Score -415244.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -415250.656250 Penalty: 4255.017578
	Iteration 44Q: 3 clusters Score -415250.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -415259.656250 Penalty: 4255.017578
	Iteration 45Q: 3 clusters Score -415259.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -415268.375000 Penalty: 4255.017578
	Iteration 46Q: 3 clusters Score -415268.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -415277.812500 Penalty: 4255.017578
	Iteration 47Q: 3 clusters Score -415277.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -415285.281250 Penalty: 4255.017578
	Iteration 48Q: 3 clusters Score -415285.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -415292.187500 Penalty: 4255.017578
	Iteration 49Q: 3 clusters Score -415292.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -415295.906250 Penalty: 4255.017578
	Iteration 50Q: 3 clusters Score -415295.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -415304.500000 Penalty: 4255.017578
	Iteration 51Q: 3 clusters Score -415304.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -415314.218750 Penalty: 4255.017578
	Iteration 52Q: 3 clusters Score -415314.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -415326.281250 Penalty: 4255.017578
	Iteration 53Q: 3 clusters Score -415326.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -415338.125000 Penalty: 4255.017578
	Iteration 54Q: 3 clusters Score -415338.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -415352.750000 Penalty: 4255.017578
	Iteration 55Q: 3 clusters Score -415352.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -415362.156250 Penalty: 4255.017578
	Iteration 56Q: 3 clusters Score -415362.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -415370.125000 Penalty: 4255.017578
	Iteration 57Q: 3 clusters Score -415370.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -415376.437500 Penalty: 4255.017578
	Iteration 58Q: 3 clusters Score -415376.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -415384.218750 Penalty: 4255.017578
	Iteration 59Q: 3 clusters Score -415384.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -415390.937500 Penalty: 4255.017578
	Iteration 60F: 3 clusters Score -415390.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -415396.562500 Penalty: 4255.017578
	Iteration 61Q: 3 clusters Score -415396.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -415400.812500 Penalty: 4255.017578
	Iteration 62Q: 3 clusters Score -415400.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -415407.687500 Penalty: 4255.017578
	Iteration 63Q: 3 clusters Score -415407.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -415415.750000 Penalty: 4255.017578
	Iteration 64Q: 3 clusters Score -415415.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -415422.218750 Penalty: 4255.017578
	Iteration 65Q: 3 clusters Score -415422.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -415433.937500 Penalty: 4255.017578
	Iteration 66Q: 3 clusters Score -415433.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -415443.281250 Penalty: 4255.017578
	Iteration 67Q: 3 clusters Score -415443.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -415453.218750 Penalty: 4255.017578
	Iteration 68Q: 3 clusters Score -415453.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -415458.906250 Penalty: 4255.017578
	Iteration 69Q: 3 clusters Score -415458.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -415463.000000 Penalty: 4255.017578
	Iteration 70Q: 3 clusters Score -415463 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -415466.656250 Penalty: 4255.017578
	Iteration 71Q: 3 clusters Score -415466.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -415467.625000 Penalty: 4255.017578
	Iteration 72Q: 3 clusters Score -415467.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -415469.750000 Penalty: 4255.017578
	Iteration 73Q: 3 clusters Score -415469.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -415470.781250 Penalty: 4255.017578
	Iteration 74Q: 3 clusters Score -415470.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -415473.593750 Penalty: 4255.017578
	Iteration 75Q: 3 clusters Score -415473.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -415475.812500 Penalty: 4255.017578
	Iteration 76Q: 3 clusters Score -415475.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -415480.968750 Penalty: 4255.017578
	Iteration 77Q: 3 clusters Score -415481 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -415485.312500 Penalty: 4255.017578
	Iteration 78Q: 3 clusters Score -415485.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -415490.437500 Penalty: 4255.017578
	Iteration 79Q: 3 clusters Score -415490.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -415494.687500 Penalty: 4255.017578
	Iteration 80F: 3 clusters Score -415494.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -415500.000000 Penalty: 4255.017578
	Iteration 81Q: 3 clusters Score -415500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -415502.187500 Penalty: 4255.017578
	Iteration 82Q: 3 clusters Score -415502.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -415502.937500 Penalty: 4255.017578
	Iteration 83Q: 3 clusters Score -415502.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -415503.218750 Penalty: 4255.017578
	Iteration 84Q: 3 clusters Score -415503.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -415504.000000 Penalty: 4255.017578
	Iteration 85Q: 3 clusters Score -415504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -415507.031250 Penalty: 4255.017578
	Iteration 86Q: 3 clusters Score -415507 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -415509.406250 Penalty: 4255.017578
	Iteration 87Q: 3 clusters Score -415509.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -415511.656250 Penalty: 4255.017578
	Iteration 88Q: 3 clusters Score -415511.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -415513.781250 Penalty: 4255.017578
	Iteration 89Q: 3 clusters Score -415513.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -415515.375000 Penalty: 4255.017578
	Iteration 90Q: 3 clusters Score -415515.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -415522.031250 Penalty: 4255.017578
	Iteration 91Q: 3 clusters Score -415522 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -415526.750000 Penalty: 4255.017578
	Iteration 92Q: 3 clusters Score -415526.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -415531.906250 Penalty: 4255.017578
	Iteration 93Q: 3 clusters Score -415531.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -415536.531250 Penalty: 4255.017578
	Iteration 94Q: 3 clusters Score -415536.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -415540.343750 Penalty: 4255.017578
	Iteration 95Q: 3 clusters Score -415540.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -415542.468750 Penalty: 4255.017578
	Iteration 96Q: 3 clusters Score -415542.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -415546.937500 Penalty: 4255.017578
	Iteration 97Q: 3 clusters Score -415546.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -415552.312500 Penalty: 4255.017578
	Iteration 98Q: 3 clusters Score -415552.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -415558.687500 Penalty: 4255.017578
	Iteration 99Q: 3 clusters Score -415558.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -415563.250000 Penalty: 4255.017578
	Iteration 100F: 3 clusters Score -415563.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -415574.250000 Penalty: 4255.017578
	Iteration 101Q: 3 clusters Score -415574.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -415585.812500 Penalty: 4255.017578
	Iteration 102Q: 3 clusters Score -415585.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -415595.593750 Penalty: 4255.017578
	Iteration 103Q: 3 clusters Score -415595.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -415599.468750 Penalty: 4255.017578
	Iteration 104Q: 3 clusters Score -415599.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -415601.750000 Penalty: 4255.017578
	Iteration 105Q: 3 clusters Score -415601.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -415603.031250 Penalty: 4255.017578
	Iteration 106Q: 3 clusters Score -415603 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -415603.031250 Penalty: 4255.017578
	Iteration 107F: 3 clusters Score -415603 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 3458 members 
Mstep: Class 3 contains 8477 members 
Mstep: Class 4 contains 3078 members 
Mstep: Class 5 contains 17811 members 
Mstep: Class 6 contains 28080 members 
Mstep: Class 7 contains 19429 members 
Mstep: Class 8 contains 6114 members 
Mstep: Class 9 contains 77238 members 
Mstep: Class 10 contains 73533 members 
Mstep: Class 11 contains 4954 members 
Mstep: Class 12 contains 8853 members 
Mstep: Class 13 contains 14239 members 
Mstep: Class 14 contains 4800 members 
Mstep: Class 15 contains 7842 members 
Mstep: Class 16 contains 6146 members 
Mstep: Class 17 contains 153488 members 
Mstep: Class 18 contains 7417 members 
Mstep: Class 19 contains 39583 members 
Mstep: Class 20 contains 25483 members 
Mstep: Class 21 contains 7250 members 
Mstep: Class 22 contains 4092 members 
Mstep: Class 23 contains 65398 members 
Mstep: Class 24 contains 4456 members 
Mstep: Class 25 contains 5345 members 
Mstep: Class 26 contains 65674 members 
Mstep: Class 27 contains 4510 members 
Mstep: Class 28 contains 121938 members 
Mstep: Class 29 contains 13551 members 
Mstep: Class 30 contains 45116 members 
Mstep: Class 31 contains 599612 members 
Mstep: Class 32 contains 1227 members 
Mstep: Class 33 contains 5317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111967944.000000 Penalty: 116180.585938
Iteration 159Q: 34 clusters Score -1.119679e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 3458 members 
Mstep: Class 3 contains 8477 members 
Mstep: Class 4 contains 3078 members 
Mstep: Class 5 contains 17813 members 
Mstep: Class 6 contains 28094 members 
Mstep: Class 7 contains 19424 members 
Mstep: Class 8 contains 6115 members 
Mstep: Class 9 contains 77232 members 
Mstep: Class 10 contains 73535 members 
Mstep: Class 11 contains 4954 members 
Mstep: Class 12 contains 8853 members 
Mstep: Class 13 contains 14239 members 
Mstep: Class 14 contains 4800 members 
Mstep: Class 15 contains 7842 members 
Mstep: Class 16 contains 6146 members 
Mstep: Class 17 contains 153488 members 
Mstep: Class 18 contains 7417 members 
Mstep: Class 19 contains 39585 members 
Mstep: Class 20 contains 25485 members 
Mstep: Class 21 contains 7250 members 
Mstep: Class 22 contains 4092 members 
Mstep: Class 23 contains 65410 members 
Mstep: Class 24 contains 4456 members 
Mstep: Class 25 contains 5345 members 
Mstep: Class 26 contains 65683 members 
Mstep: Class 27 contains 4510 members 
Mstep: Class 28 contains 121940 members 
Mstep: Class 29 contains 13558 members 
Mstep: Class 30 contains 45132 members 
Mstep: Class 31 contains 599550 members 
Mstep: Class 32 contains 1228 members 
Mstep: Class 33 contains 5317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111967856.000000 Penalty: 116180.585938
Iteration 160F: 34 clusters Score -1.119679e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 3458 members 
Mstep: Class 3 contains 8477 members 
Mstep: Class 4 contains 3078 members 
Mstep: Class 5 contains 17816 members 
Mstep: Class 6 contains 28111 members 
Mstep: Class 7 contains 19420 members 
Mstep: Class 8 contains 6117 members 
Mstep: Class 9 contains 77229 members 
Mstep: Class 10 contains 73533 members 
Mstep: Class 11 contains 4954 members 
Mstep: Class 12 contains 8853 members 
Mstep: Class 13 contains 14239 members 
Mstep: Class 14 contains 4800 members 
Mstep: Class 15 contains 7842 members 
Mstep: Class 16 contains 6146 members 
Mstep: Class 17 contains 153487 members 
Mstep: Class 18 contains 7417 members 
Mstep: Class 19 contains 39589 members 
Mstep: Class 20 contains 25484 members 
Mstep: Class 21 contains 7250 members 
Mstep: Class 22 contains 4092 members 
Mstep: Class 23 contains 65418 members 
Mstep: Class 24 contains 4456 members 
Mstep: Class 25 contains 5345 members 
Mstep: Class 26 contains 65690 members 
Mstep: Class 27 contains 4510 members 
Mstep: Class 28 contains 121936 members 
Mstep: Class 29 contains 13562 members 
Mstep: Class 30 contains 45146 members 
Mstep: Class 31 contains 599500 members 
Mstep: Class 32 contains 1228 members 
Mstep: Class 33 contains 5317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111967800.000000 Penalty: 116180.585938
Iteration 161Q: 34 clusters Score -1.119678e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 3458 members 
Mstep: Class 3 contains 8477 members 
Mstep: Class 4 contains 3078 members 
Mstep: Class 5 contains 17820 members 
Mstep: Class 6 contains 28122 members 
Mstep: Class 7 contains 19421 members 
Mstep: Class 8 contains 6121 members 
Mstep: Class 9 contains 77225 members 
Mstep: Class 10 contains 73528 members 
Mstep: Class 11 contains 4954 members 
Mstep: Class 12 contains 8853 members 
Mstep: Class 13 contains 14239 members 
Mstep: Class 14 contains 4800 members 
Mstep: Class 15 contains 7842 members 
Mstep: Class 16 contains 6146 members 
Mstep: Class 17 contains 153486 members 
Mstep: Class 18 contains 7417 members 
Mstep: Class 19 contains 39591 members 
Mstep: Class 20 contains 25484 members 
Mstep: Class 21 contains 7250 members 
Mstep: Class 22 contains 4093 members 
Mstep: Class 23 contains 65428 members 
Mstep: Class 24 contains 4456 members 
Mstep: Class 25 contains 5345 members 
Mstep: Class 26 contains 65692 members 
Mstep: Class 27 contains 4510 members 
Mstep: Class 28 contains 121935 members 
Mstep: Class 29 contains 13565 members 
Mstep: Class 30 contains 45154 members 
Mstep: Class 31 contains 599462 members 
Mstep: Class 32 contains 1228 members 
Mstep: Class 33 contains 5317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111967952.000000 Penalty: 116180.585938
Iteration 162Q: 34 clusters Score -1.11968e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 3458 members 
Mstep: Class 3 contains 8477 members 
Mstep: Class 4 contains 3078 members 
Mstep: Class 5 contains 17824 members 
Mstep: Class 6 contains 28132 members 
Mstep: Class 7 contains 19420 members 
Mstep: Class 8 contains 6119 members 
Mstep: Class 9 contains 77219 members 
Mstep: Class 10 contains 73527 members 
Mstep: Class 11 contains 4954 members 
Mstep: Class 12 contains 8853 members 
Mstep: Class 13 contains 14237 members 
Mstep: Class 14 contains 4800 members 
Mstep: Class 15 contains 7842 members 
Mstep: Class 16 contains 6146 members 
Mstep: Class 17 contains 153489 members 
Mstep: Class 18 contains 7417 members 
Mstep: Class 19 contains 39597 members 
Mstep: Class 20 contains 25484 members 
Mstep: Class 21 contains 7250 members 
Mstep: Class 22 contains 4092 members 
Mstep: Class 23 contains 65436 members 
Mstep: Class 24 contains 4456 members 
Mstep: Class 25 contains 5345 members 
Mstep: Class 26 contains 65695 members 
Mstep: Class 27 contains 4510 members 
Mstep: Class 28 contains 121934 members 
Mstep: Class 29 contains 13566 members 
Mstep: Class 30 contains 45163 members 
Mstep: Class 31 contains 599432 members 
Mstep: Class 32 contains 1228 members 
Mstep: Class 33 contains 5317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111967928.000000 Penalty: 116180.585938
Iteration 163Q: 34 clusters Score -1.119679e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 3458 members 
Mstep: Class 3 contains 8477 members 
Mstep: Class 4 contains 3077 members 
Mstep: Class 5 contains 17829 members 
Mstep: Class 6 contains 28141 members 
Mstep: Class 7 contains 19419 members 
Mstep: Class 8 contains 6120 members 
Mstep: Class 9 contains 77211 members 
Mstep: Class 10 contains 73523 members 
Mstep: Class 11 contains 4954 members 
Mstep: Class 12 contains 8853 members 
Mstep: Class 13 contains 14236 members 
Mstep: Class 14 contains 4800 members 
Mstep: Class 15 contains 7842 members 
Mstep: Class 16 contains 6146 members 
Mstep: Class 17 contains 153489 members 
Mstep: Class 18 contains 7417 members 
Mstep: Class 19 contains 39599 members 
Mstep: Class 20 contains 25483 members 
Mstep: Class 21 contains 7251 members 
Mstep: Class 22 contains 4091 members 
Mstep: Class 23 contains 65443 members 
Mstep: Class 24 contains 4456 members 
Mstep: Class 25 contains 5346 members 
Mstep: Class 26 contains 65703 members 
Mstep: Class 27 contains 4510 members 
Mstep: Class 28 contains 121935 members 
Mstep: Class 29 contains 13570 members 
Mstep: Class 30 contains 45172 members 
Mstep: Class 31 contains 599399 members 
Mstep: Class 32 contains 1228 members 
Mstep: Class 33 contains 5317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111967888.000000 Penalty: 116180.585938
Iteration 164Q: 34 clusters Score -1.119679e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 3458 members 
Mstep: Class 3 contains 8477 members 
Mstep: Class 4 contains 3077 members 
Mstep: Class 5 contains 17832 members 
Mstep: Class 6 contains 28154 members 
Mstep: Class 7 contains 19418 members 
Mstep: Class 8 contains 6128 members 
Mstep: Class 9 contains 77208 members 
Mstep: Class 10 contains 73518 members 
Mstep: Class 11 contains 4954 members 
Mstep: Class 12 contains 8853 members 
Mstep: Class 13 contains 14234 members 
Mstep: Class 14 contains 4800 members 
Mstep: Class 15 contains 7842 members 
Mstep: Class 16 contains 6146 members 
Mstep: Class 17 contains 153489 members 
Mstep: Class 18 contains 7417 members 
Mstep: Class 19 contains 39601 members 
Mstep: Class 20 contains 25482 members 
Mstep: Class 21 contains 7251 members 
Mstep: Class 22 contains 4091 members 
Mstep: Class 23 contains 65451 members 
Mstep: Class 24 contains 4457 members 
Mstep: Class 25 contains 5346 members 
Mstep: Class 26 contains 65706 members 
Mstep: Class 27 contains 4510 members 
Mstep: Class 28 contains 121929 members 
Mstep: Class 29 contains 13568 members 
Mstep: Class 30 contains 45183 members 
Mstep: Class 31 contains 599368 members 
Mstep: Class 32 contains 1228 members 
Mstep: Class 33 contains 5317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111967912.000000 Penalty: 116180.585938
Iteration 165Q: 34 clusters Score -1.119679e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 3458 members 
Mstep: Class 3 contains 8477 members 
Mstep: Class 4 contains 3076 members 
Mstep: Class 5 contains 17835 members 
Mstep: Class 6 contains 28165 members 
Mstep: Class 7 contains 19419 members 
Mstep: Class 8 contains 6131 members 
Mstep: Class 9 contains 77204 members 
Mstep: Class 10 contains 73517 members 
Mstep: Class 11 contains 4954 members 
Mstep: Class 12 contains 8853 members 
Mstep: Class 13 contains 14235 members 
Mstep: Class 14 contains 4800 members 
Mstep: Class 15 contains 7842 members 
Mstep: Class 16 contains 6146 members 
Mstep: Class 17 contains 153489 members 
Mstep: Class 18 contains 7417 members 
Mstep: Class 19 contains 39604 members 
Mstep: Class 20 contains 25482 members 
Mstep: Class 21 contains 7251 members 
Mstep: Class 22 contains 4091 members 
Mstep: Class 23 contains 65458 members 
Mstep: Class 24 contains 4459 members 
Mstep: Class 25 contains 5346 members 
Mstep: Class 26 contains 65708 members 
Mstep: Class 27 contains 4510 members 
Mstep: Class 28 contains 121915 members 
Mstep: Class 29 contains 13567 members 
Mstep: Class 30 contains 45195 members 
Mstep: Class 31 contains 599344 members 
Mstep: Class 32 contains 1228 members 
Mstep: Class 33 contains 5317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111967992.000000 Penalty: 116180.585938
Iteration 166Q: 34 clusters Score -1.11968e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 3458 members 
Mstep: Class 3 contains 8477 members 
Mstep: Class 4 contains 3075 members 
Mstep: Class 5 contains 17841 members 
Mstep: Class 6 contains 28181 members 
Mstep: Class 7 contains 19420 members 
Mstep: Class 8 contains 6132 members 
Mstep: Class 9 contains 77201 members 
Mstep: Class 10 contains 73514 members 
Mstep: Class 11 contains 4954 members 
Mstep: Class 12 contains 8853 members 
Mstep: Class 13 contains 14241 members 
Mstep: Class 14 contains 4800 members 
Mstep: Class 15 contains 7842 members 
Mstep: Class 16 contains 6146 members 
Mstep: Class 17 contains 153489 members 
Mstep: Class 18 contains 7417 members 
Mstep: Class 19 contains 39607 members 
Mstep: Class 20 contains 25482 members 
Mstep: Class 21 contains 7251 members 
Mstep: Class 22 contains 4091 members 
Mstep: Class 23 contains 65464 members 
Mstep: Class 24 contains 4459 members 
Mstep: Class 25 contains 5347 members 
Mstep: Class 26 contains 65706 members 
Mstep: Class 27 contains 4510 members 
Mstep: Class 28 contains 121907 members 
Mstep: Class 29 contains 13568 members 
Mstep: Class 30 contains 45203 members 
Mstep: Class 31 contains 599312 members 
Mstep: Class 32 contains 1228 members 
Mstep: Class 33 contains 5317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111967936.000000 Penalty: 116180.585938
Iteration 167Q: 34 clusters Score -1.119679e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 3458 members 
Mstep: Class 3 contains 8477 members 
Mstep: Class 4 contains 3074 members 
Mstep: Class 5 contains 17844 members 
Mstep: Class 6 contains 28195 members 
Mstep: Class 7 contains 19420 members 
Mstep: Class 8 contains 6131 members 
Mstep: Class 9 contains 77194 members 
Mstep: Class 10 contains 73515 members 
Mstep: Class 11 contains 4954 members 
Mstep: Class 12 contains 8853 members 
Mstep: Class 13 contains 14243 members 
Mstep: Class 14 contains 4800 members 
Mstep: Class 15 contains 7842 members 
Mstep: Class 16 contains 6146 members 
Mstep: Class 17 contains 153489 members 
Mstep: Class 18 contains 7417 members 
Mstep: Class 19 contains 39612 members 
Mstep: Class 20 contains 25482 members 
Mstep: Class 21 contains 7251 members 
Mstep: Class 22 contains 4091 members 
Mstep: Class 23 contains 65466 members 
Mstep: Class 24 contains 4459 members 
Mstep: Class 25 contains 5349 members 
Mstep: Class 26 contains 65707 members 
Mstep: Class 27 contains 4510 members 
Mstep: Class 28 contains 121895 members 
Mstep: Class 29 contains 13568 members 
Mstep: Class 30 contains 45210 members 
Mstep: Class 31 contains 599296 members 
Mstep: Class 32 contains 1228 members 
Mstep: Class 33 contains 5317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111967888.000000 Penalty: 116180.585938
Iteration 168Q: 34 clusters Score -1.119679e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 3458 members 
Mstep: Class 3 contains 8477 members 
Mstep: Class 4 contains 3073 members 
Mstep: Class 5 contains 17848 members 
Mstep: Class 6 contains 28209 members 
Mstep: Class 7 contains 19422 members 
Mstep: Class 8 contains 6134 members 
Mstep: Class 9 contains 77190 members 
Mstep: Class 10 contains 73513 members 
Mstep: Class 11 contains 4954 members 
Mstep: Class 12 contains 8853 members 
Mstep: Class 13 contains 14246 members 
Mstep: Class 14 contains 4800 members 
Mstep: Class 15 contains 7842 members 
Mstep: Class 16 contains 6146 members 
Mstep: Class 17 contains 153490 members 
Mstep: Class 18 contains 7417 members 
Mstep: Class 19 contains 39612 members 
Mstep: Class 20 contains 25481 members 
Mstep: Class 21 contains 7251 members 
Mstep: Class 22 contains 4091 members 
Mstep: Class 23 contains 65469 members 
Mstep: Class 24 contains 4459 members 
Mstep: Class 25 contains 5349 members 
Mstep: Class 26 contains 65710 members 
Mstep: Class 27 contains 4510 members 
Mstep: Class 28 contains 121890 members 
Mstep: Class 29 contains 13569 members 
Mstep: Class 30 contains 45218 members 
Mstep: Class 31 contains 599268 members 
Mstep: Class 32 contains 1227 members 
Mstep: Class 33 contains 5317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111967912.000000 Penalty: 116180.585938
Iteration 169Q: 34 clusters Score -1.119679e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 3458 members 
Mstep: Class 3 contains 8477 members 
Mstep: Class 4 contains 3073 members 
Mstep: Class 5 contains 17853 members 
Mstep: Class 6 contains 28221 members 
Mstep: Class 7 contains 19421 members 
Mstep: Class 8 contains 6132 members 
Mstep: Class 9 contains 77187 members 
Mstep: Class 10 contains 73514 members 
Mstep: Class 11 contains 4954 members 
Mstep: Class 12 contains 8853 members 
Mstep: Class 13 contains 14247 members 
Mstep: Class 14 contains 4800 members 
Mstep: Class 15 contains 7842 members 
Mstep: Class 16 contains 6146 members 
Mstep: Class 17 contains 153491 members 
Mstep: Class 18 contains 7417 members 
Mstep: Class 19 contains 39616 members 
Mstep: Class 20 contains 25482 members 
Mstep: Class 21 contains 7251 members 
Mstep: Class 22 contains 4091 members 
Mstep: Class 23 contains 65472 members 
Mstep: Class 24 contains 4459 members 
Mstep: Class 25 contains 5350 members 
Mstep: Class 26 contains 65707 members 
Mstep: Class 27 contains 4510 members 
Mstep: Class 28 contains 121883 members 
Mstep: Class 29 contains 13570 members 
Mstep: Class 30 contains 45233 members 
Mstep: Class 31 contains 599238 members 
Mstep: Class 32 contains 1228 members 
Mstep: Class 33 contains 5317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111967936.000000 Penalty: 116180.585938
Iteration 170Q: 34 clusters Score -1.119679e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 3458 members 
Mstep: Class 3 contains 8477 members 
Mstep: Class 4 contains 3076 members 
Mstep: Class 5 contains 17859 members 
Mstep: Class 6 contains 28230 members 
Mstep: Class 7 contains 19419 members 
Mstep: Class 8 contains 6132 members 
Mstep: Class 9 contains 77186 members 
Mstep: Class 10 contains 73513 members 
Mstep: Class 11 contains 4954 members 
Mstep: Class 12 contains 8853 members 
Mstep: Class 13 contains 14245 members 
Mstep: Class 14 contains 4800 members 
Mstep: Class 15 contains 7842 members 
Mstep: Class 16 contains 6146 members 
Mstep: Class 17 contains 153492 members 
Mstep: Class 18 contains 7417 members 
Mstep: Class 19 contains 39617 members 
Mstep: Class 20 contains 25484 members 
Mstep: Class 21 contains 7251 members 
Mstep: Class 22 contains 4091 members 
Mstep: Class 23 contains 65477 members 
Mstep: Class 24 contains 4459 members 
Mstep: Class 25 contains 5350 members 
Mstep: Class 26 contains 65706 members 
Mstep: Class 27 contains 4510 members 
Mstep: Class 28 contains 121876 members 
Mstep: Class 29 contains 13571 members 
Mstep: Class 30 contains 45239 members 
Mstep: Class 31 contains 599217 members 
Mstep: Class 32 contains 1229 members 
Mstep: Class 33 contains 5317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111967808.000000 Penalty: 116180.585938
Iteration 171Q: 34 clusters Score -1.119678e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 3458 members 
Mstep: Class 3 contains 8477 members 
Mstep: Class 4 contains 3078 members 
Mstep: Class 5 contains 17864 members 
Mstep: Class 6 contains 28243 members 
Mstep: Class 7 contains 19418 members 
Mstep: Class 8 contains 6131 members 
Mstep: Class 9 contains 77183 members 
Mstep: Class 10 contains 73514 members 
Mstep: Class 11 contains 4954 members 
Mstep: Class 12 contains 8853 members 
Mstep: Class 13 contains 14247 members 
Mstep: Class 14 contains 4800 members 
Mstep: Class 15 contains 7842 members 
Mstep: Class 16 contains 6146 members 
Mstep: Class 17 contains 153492 members 
Mstep: Class 18 contains 7417 members 
Mstep: Class 19 contains 39616 members 
Mstep: Class 20 contains 25484 members 
Mstep: Class 21 contains 7251 members 
Mstep: Class 22 contains 4091 members 
Mstep: Class 23 contains 65485 members 
Mstep: Class 24 contains 4459 members 
Mstep: Class 25 contains 5349 members 
Mstep: Class 26 contains 65705 members 
Mstep: Class 27 contains 4510 members 
Mstep: Class 28 contains 121871 members 
Mstep: Class 29 contains 13571 members 
Mstep: Class 30 contains 45244 members 
Mstep: Class 31 contains 599194 members 
Mstep: Class 32 contains 1229 members 
Mstep: Class 33 contains 5317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111967880.000000 Penalty: 116180.585938
Iteration 172Q: 34 clusters Score -1.119679e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 3458 members 
Mstep: Class 3 contains 8477 members 
Mstep: Class 4 contains 3080 members 
Mstep: Class 5 contains 17866 members 
Mstep: Class 6 contains 28257 members 
Mstep: Class 7 contains 19416 members 
Mstep: Class 8 contains 6130 members 
Mstep: Class 9 contains 77182 members 
Mstep: Class 10 contains 73513 members 
Mstep: Class 11 contains 4954 members 
Mstep: Class 12 contains 8853 members 
Mstep: Class 13 contains 14248 members 
Mstep: Class 14 contains 4800 members 
Mstep: Class 15 contains 7842 members 
Mstep: Class 16 contains 6146 members 
Mstep: Class 17 contains 153494 members 
Mstep: Class 18 contains 7417 members 
Mstep: Class 19 contains 39617 members 
Mstep: Class 20 contains 25483 members 
Mstep: Class 21 contains 7251 members 
Mstep: Class 22 contains 4091 members 
Mstep: Class 23 contains 65493 members 
Mstep: Class 24 contains 4459 members 
Mstep: Class 25 contains 5350 members 
Mstep: Class 26 contains 65710 members 
Mstep: Class 27 contains 4510 members 
Mstep: Class 28 contains 121861 members 
Mstep: Class 29 contains 13571 members 
Mstep: Class 30 contains 45251 members 
Mstep: Class 31 contains 599167 members 
Mstep: Class 32 contains 1229 members 
Mstep: Class 33 contains 5317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111967896.000000 Penalty: 116180.585938
Iteration 173Q: 34 clusters Score -1.119679e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 3458 members 
Mstep: Class 3 contains 8477 members 
Mstep: Class 4 contains 3083 members 
Mstep: Class 5 contains 17866 members 
Mstep: Class 6 contains 28272 members 
Mstep: Class 7 contains 19414 members 
Mstep: Class 8 contains 6127 members 
Mstep: Class 9 contains 77182 members 
Mstep: Class 10 contains 73513 members 
Mstep: Class 11 contains 4954 members 
Mstep: Class 12 contains 8853 members 
Mstep: Class 13 contains 14249 members 
Mstep: Class 14 contains 4800 members 
Mstep: Class 15 contains 7842 members 
Mstep: Class 16 contains 6146 members 
Mstep: Class 17 contains 153494 members 
Mstep: Class 18 contains 7417 members 
Mstep: Class 19 contains 39617 members 
Mstep: Class 20 contains 25484 members 
Mstep: Class 21 contains 7251 members 
Mstep: Class 22 contains 4091 members 
Mstep: Class 23 contains 65502 members 
Mstep: Class 24 contains 4460 members 
Mstep: Class 25 contains 5351 members 
Mstep: Class 26 contains 65712 members 
Mstep: Class 27 contains 4510 members 
Mstep: Class 28 contains 121855 members 
Mstep: Class 29 contains 13571 members 
Mstep: Class 30 contains 45259 members 
Mstep: Class 31 contains 599137 members 
Mstep: Class 32 contains 1229 members 
Mstep: Class 33 contains 5317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111967872.000000 Penalty: 116180.585938
Iteration 174Q: 34 clusters Score -1.119679e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 3458 members 
Mstep: Class 3 contains 8477 members 
Mstep: Class 4 contains 3084 members 
Mstep: Class 5 contains 17866 members 
Mstep: Class 6 contains 28287 members 
Mstep: Class 7 contains 19415 members 
Mstep: Class 8 contains 6125 members 
Mstep: Class 9 contains 77183 members 
Mstep: Class 10 contains 73514 members 
Mstep: Class 11 contains 4954 members 
Mstep: Class 12 contains 8853 members 
Mstep: Class 13 contains 14247 members 
Mstep: Class 14 contains 4800 members 
Mstep: Class 15 contains 7842 members 
Mstep: Class 16 contains 6146 members 
Mstep: Class 17 contains 153494 members 
Mstep: Class 18 contains 7417 members 
Mstep: Class 19 contains 39617 members 
Mstep: Class 20 contains 25482 members 
Mstep: Class 21 contains 7251 members 
Mstep: Class 22 contains 4091 members 
Mstep: Class 23 contains 65509 members 
Mstep: Class 24 contains 4461 members 
Mstep: Class 25 contains 5351 members 
Mstep: Class 26 contains 65712 members 
Mstep: Class 27 contains 4510 members 
Mstep: Class 28 contains 121849 members 
Mstep: Class 29 contains 13570 members 
Mstep: Class 30 contains 45269 members 
Mstep: Class 31 contains 599114 members 
Mstep: Class 32 contains 1229 members 
Mstep: Class 33 contains 5317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111967800.000000 Penalty: 116180.585938
Iteration 175Q: 34 clusters Score -1.119678e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 3458 members 
Mstep: Class 3 contains 8477 members 
Mstep: Class 4 contains 3086 members 
Mstep: Class 5 contains 17867 members 
Mstep: Class 6 contains 28300 members 
Mstep: Class 7 contains 19415 members 
Mstep: Class 8 contains 6123 members 
Mstep: Class 9 contains 77182 members 
Mstep: Class 10 contains 73514 members 
Mstep: Class 11 contains 4954 members 
Mstep: Class 12 contains 8853 members 
Mstep: Class 13 contains 14246 members 
Mstep: Class 14 contains 4800 members 
Mstep: Class 15 contains 7842 members 
Mstep: Class 16 contains 6146 members 
Mstep: Class 17 contains 153495 members 
Mstep: Class 18 contains 7417 members 
Mstep: Class 19 contains 39616 members 
Mstep: Class 20 contains 25482 members 
Mstep: Class 21 contains 7251 members 
Mstep: Class 22 contains 4091 members 
Mstep: Class 23 contains 65522 members 
Mstep: Class 24 contains 4463 members 
Mstep: Class 25 contains 5350 members 
Mstep: Class 26 contains 65710 members 
Mstep: Class 27 contains 4510 members 
Mstep: Class 28 contains 121844 members 
Mstep: Class 29 contains 13571 members 
Mstep: Class 30 contains 45278 members 
Mstep: Class 31 contains 599083 members 
Mstep: Class 32 contains 1229 members 
Mstep: Class 33 contains 5317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111967928.000000 Penalty: 116180.585938
Iteration 176Q: 34 clusters Score -1.119679e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 3458 members 
Mstep: Class 3 contains 8477 members 
Mstep: Class 4 contains 3086 members 
Mstep: Class 5 contains 17867 members 
Mstep: Class 6 contains 28307 members 
Mstep: Class 7 contains 19413 members 
Mstep: Class 8 contains 6123 members 
Mstep: Class 9 contains 77182 members 
Mstep: Class 10 contains 73512 members 
Mstep: Class 11 contains 4954 members 
Mstep: Class 12 contains 8853 members 
Mstep: Class 13 contains 14249 members 
Mstep: Class 14 contains 4800 members 
Mstep: Class 15 contains 7842 members 
Mstep: Class 16 contains 6146 members 
Mstep: Class 17 contains 153496 members 
Mstep: Class 18 contains 7417 members 
Mstep: Class 19 contains 39616 members 
Mstep: Class 20 contains 25483 members 
Mstep: Class 21 contains 7251 members 
Mstep: Class 22 contains 4091 members 
Mstep: Class 23 contains 65531 members 
Mstep: Class 24 contains 4464 members 
Mstep: Class 25 contains 5351 members 
Mstep: Class 26 contains 65714 members 
Mstep: Class 27 contains 4510 members 
Mstep: Class 28 contains 121835 members 
Mstep: Class 29 contains 13572 members 
Mstep: Class 30 contains 45289 members 
Mstep: Class 31 contains 599057 members 
Mstep: Class 32 contains 1229 members 
Mstep: Class 33 contains 5317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111967952.000000 Penalty: 116180.585938
Iteration 177Q: 34 clusters Score -1.11968e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 3458 members 
Mstep: Class 3 contains 8477 members 
Mstep: Class 4 contains 3087 members 
Mstep: Class 5 contains 17867 members 
Mstep: Class 6 contains 28316 members 
Mstep: Class 7 contains 19411 members 
Mstep: Class 8 contains 6124 members 
Mstep: Class 9 contains 77180 members 
Mstep: Class 10 contains 73512 members 
Mstep: Class 11 contains 4954 members 
Mstep: Class 12 contains 8853 members 
Mstep: Class 13 contains 14247 members 
Mstep: Class 14 contains 4799 members 
Mstep: Class 15 contains 7842 members 
Mstep: Class 16 contains 6146 members 
Mstep: Class 17 contains 153496 members 
Mstep: Class 18 contains 7418 members 
Mstep: Class 19 contains 39617 members 
Mstep: Class 20 contains 25483 members 
Mstep: Class 21 contains 7251 members 
Mstep: Class 22 contains 4091 members 
Mstep: Class 23 contains 65537 members 
Mstep: Class 24 contains 4465 members 
Mstep: Class 25 contains 5352 members 
Mstep: Class 26 contains 65717 members 
Mstep: Class 27 contains 4510 members 
Mstep: Class 28 contains 121833 members 
Mstep: Class 29 contains 13572 members 
Mstep: Class 30 contains 45297 members 
Mstep: Class 31 contains 599034 members 
Mstep: Class 32 contains 1229 members 
Mstep: Class 33 contains 5317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111967984.000000 Penalty: 116180.585938
Iteration 178Q: 34 clusters Score -1.11968e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 3458 members 
Mstep: Class 3 contains 8477 members 
Mstep: Class 4 contains 3087 members 
Mstep: Class 5 contains 17867 members 
Mstep: Class 6 contains 28328 members 
Mstep: Class 7 contains 19411 members 
Mstep: Class 8 contains 6125 members 
Mstep: Class 9 contains 77177 members 
Mstep: Class 10 contains 73512 members 
Mstep: Class 11 contains 4954 members 
Mstep: Class 12 contains 8853 members 
Mstep: Class 13 contains 14247 members 
Mstep: Class 14 contains 4799 members 
Mstep: Class 15 contains 7842 members 
Mstep: Class 16 contains 6146 members 
Mstep: Class 17 contains 153496 members 
Mstep: Class 18 contains 7418 members 
Mstep: Class 19 contains 39617 members 
Mstep: Class 20 contains 25484 members 
Mstep: Class 21 contains 7251 members 
Mstep: Class 22 contains 4091 members 
Mstep: Class 23 contains 65539 members 
Mstep: Class 24 contains 4465 members 
Mstep: Class 25 contains 5353 members 
Mstep: Class 26 contains 65720 members 
Mstep: Class 27 contains 4510 members 
Mstep: Class 28 contains 121833 members 
Mstep: Class 29 contains 13572 members 
Mstep: Class 30 contains 45303 members 
Mstep: Class 31 contains 599011 members 
Mstep: Class 32 contains 1229 members 
Mstep: Class 33 contains 5317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111967912.000000 Penalty: 116180.585938
Iteration 179Q: 34 clusters Score -1.119679e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 3458 members 
Mstep: Class 3 contains 8477 members 
Mstep: Class 4 contains 3087 members 
Mstep: Class 5 contains 17867 members 
Mstep: Class 6 contains 28337 members 
Mstep: Class 7 contains 19410 members 
Mstep: Class 8 contains 6126 members 
Mstep: Class 9 contains 77177 members 
Mstep: Class 10 contains 73512 members 
Mstep: Class 11 contains 4954 members 
Mstep: Class 12 contains 8853 members 
Mstep: Class 13 contains 14247 members 
Mstep: Class 14 contains 4799 members 
Mstep: Class 15 contains 7842 members 
Mstep: Class 16 contains 6146 members 
Mstep: Class 17 contains 153497 members 
Mstep: Class 18 contains 7418 members 
Mstep: Class 19 contains 39617 members 
Mstep: Class 20 contains 25484 members 
Mstep: Class 21 contains 7251 members 
Mstep: Class 22 contains 4091 members 
Mstep: Class 23 contains 65541 members 
Mstep: Class 24 contains 4465 members 
Mstep: Class 25 contains 5354 members 
Mstep: Class 26 contains 65722 members 
Mstep: Class 27 contains 4510 members 
Mstep: Class 28 contains 121832 members 
Mstep: Class 29 contains 13572 members 
Mstep: Class 30 contains 45307 members 
Mstep: Class 31 contains 598993 members 
Mstep: Class 32 contains 1229 members 
Mstep: Class 33 contains 5317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111967904.000000 Penalty: 116180.585938
Iteration 180F: 34 clusters Score -1.119679e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 3458 members 
Mstep: Class 3 contains 8477 members 
Mstep: Class 4 contains 3087 members 
Mstep: Class 5 contains 17867 members 
Mstep: Class 6 contains 28343 members 
Mstep: Class 7 contains 19410 members 
Mstep: Class 8 contains 6126 members 
Mstep: Class 9 contains 77177 members 
Mstep: Class 10 contains 73512 members 
Mstep: Class 11 contains 4954 members 
Mstep: Class 12 contains 8853 members 
Mstep: Class 13 contains 14247 members 
Mstep: Class 14 contains 4799 members 
Mstep: Class 15 contains 7842 members 
Mstep: Class 16 contains 6146 members 
Mstep: Class 17 contains 153497 members 
Mstep: Class 18 contains 7418 members 
Mstep: Class 19 contains 39617 members 
Mstep: Class 20 contains 25485 members 
Mstep: Class 21 contains 7251 members 
Mstep: Class 22 contains 4091 members 
Mstep: Class 23 contains 65541 members 
Mstep: Class 24 contains 4465 members 
Mstep: Class 25 contains 5354 members 
Mstep: Class 26 contains 65723 members 
Mstep: Class 27 contains 4510 members 
Mstep: Class 28 contains 121829 members 
Mstep: Class 29 contains 13572 members 
Mstep: Class 30 contains 45310 members 
Mstep: Class 31 contains 598985 members 
Mstep: Class 32 contains 1229 members 
Mstep: Class 33 contains 5317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111967944.000000 Penalty: 116180.585938
Iteration 181Q: 34 clusters Score -1.119679e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 3458 members 
Mstep: Class 3 contains 8477 members 
Mstep: Class 4 contains 3087 members 
Mstep: Class 5 contains 17867 members 
Mstep: Class 6 contains 28348 members 
Mstep: Class 7 contains 19410 members 
Mstep: Class 8 contains 6126 members 
Mstep: Class 9 contains 77177 members 
Mstep: Class 10 contains 73511 members 
Mstep: Class 11 contains 4954 members 
Mstep: Class 12 contains 8853 members 
Mstep: Class 13 contains 14246 members 
Mstep: Class 14 contains 4799 members 
Mstep: Class 15 contains 7842 members 
Mstep: Class 16 contains 6146 members 
Mstep: Class 17 contains 153497 members 
Mstep: Class 18 contains 7418 members 
Mstep: Class 19 contains 39617 members 
Mstep: Class 20 contains 25485 members 
Mstep: Class 21 contains 7251 members 
Mstep: Class 22 contains 4091 members 
Mstep: Class 23 contains 65541 members 
Mstep: Class 24 contains 4465 members 
Mstep: Class 25 contains 5354 members 
Mstep: Class 26 contains 65727 members 
Mstep: Class 27 contains 4510 members 
Mstep: Class 28 contains 121829 members 
Mstep: Class 29 contains 13572 members 
Mstep: Class 30 contains 45311 members 
Mstep: Class 31 contains 598977 members 
Mstep: Class 32 contains 1229 members 
Mstep: Class 33 contains 5317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111967928.000000 Penalty: 116180.585938
Iteration 182Q: 34 clusters Score -1.119679e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 3458 members 
Mstep: Class 3 contains 8477 members 
Mstep: Class 4 contains 3087 members 
Mstep: Class 5 contains 17867 members 
Mstep: Class 6 contains 28351 members 
Mstep: Class 7 contains 19410 members 
Mstep: Class 8 contains 6126 members 
Mstep: Class 9 contains 77177 members 
Mstep: Class 10 contains 73511 members 
Mstep: Class 11 contains 4954 members 
Mstep: Class 12 contains 8853 members 
Mstep: Class 13 contains 14247 members 
Mstep: Class 14 contains 4799 members 
Mstep: Class 15 contains 7842 members 
Mstep: Class 16 contains 6146 members 
Mstep: Class 17 contains 153497 members 
Mstep: Class 18 contains 7418 members 
Mstep: Class 19 contains 39617 members 
Mstep: Class 20 contains 25485 members 
Mstep: Class 21 contains 7251 members 
Mstep: Class 22 contains 4091 members 
Mstep: Class 23 contains 65542 members 
Mstep: Class 24 contains 4465 members 
Mstep: Class 25 contains 5354 members 
Mstep: Class 26 contains 65730 members 
Mstep: Class 27 contains 4510 members 
Mstep: Class 28 contains 121826 members 
Mstep: Class 29 contains 13572 members 
Mstep: Class 30 contains 45314 members 
Mstep: Class 31 contains 598969 members 
Mstep: Class 32 contains 1229 members 
Mstep: Class 33 contains 5317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111967912.000000 Penalty: 116180.585938
Iteration 183Q: 34 clusters Score -1.119679e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 3458 members 
Mstep: Class 3 contains 8477 members 
Mstep: Class 4 contains 3087 members 
Mstep: Class 5 contains 17867 members 
Mstep: Class 6 contains 28354 members 
Mstep: Class 7 contains 19410 members 
Mstep: Class 8 contains 6126 members 
Mstep: Class 9 contains 77177 members 
Mstep: Class 10 contains 73512 members 
Mstep: Class 11 contains 4954 members 
Mstep: Class 12 contains 8853 members 
Mstep: Class 13 contains 14247 members 
Mstep: Class 14 contains 4799 members 
Mstep: Class 15 contains 7842 members 
Mstep: Class 16 contains 6146 members 
Mstep: Class 17 contains 153497 members 
Mstep: Class 18 contains 7418 members 
Mstep: Class 19 contains 39617 members 
Mstep: Class 20 contains 25485 members 
Mstep: Class 21 contains 7251 members 
Mstep: Class 22 contains 4091 members 
Mstep: Class 23 contains 65542 members 
Mstep: Class 24 contains 4465 members 
Mstep: Class 25 contains 5354 members 
Mstep: Class 26 contains 65732 members 
Mstep: Class 27 contains 4510 members 
Mstep: Class 28 contains 121823 members 
Mstep: Class 29 contains 13572 members 
Mstep: Class 30 contains 45316 members 
Mstep: Class 31 contains 598964 members 
Mstep: Class 32 contains 1229 members 
Mstep: Class 33 contains 5317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111967928.000000 Penalty: 116180.585938
Iteration 184Q: 34 clusters Score -1.119679e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 3458 members 
Mstep: Class 3 contains 8477 members 
Mstep: Class 4 contains 3087 members 
Mstep: Class 5 contains 17867 members 
Mstep: Class 6 contains 28360 members 
Mstep: Class 7 contains 19410 members 
Mstep: Class 8 contains 6126 members 
Mstep: Class 9 contains 77177 members 
Mstep: Class 10 contains 73511 members 
Mstep: Class 11 contains 4954 members 
Mstep: Class 12 contains 8853 members 
Mstep: Class 13 contains 14247 members 
Mstep: Class 14 contains 4799 members 
Mstep: Class 15 contains 7842 members 
Mstep: Class 16 contains 6146 members 
Mstep: Class 17 contains 153497 members 
Mstep: Class 18 contains 7418 members 
Mstep: Class 19 contains 39617 members 
Mstep: Class 20 contains 25485 members 
Mstep: Class 21 contains 7251 members 
Mstep: Class 22 contains 4091 members 
Mstep: Class 23 contains 65542 members 
Mstep: Class 24 contains 4465 members 
Mstep: Class 25 contains 5354 members 
Mstep: Class 26 contains 65735 members 
Mstep: Class 27 contains 4510 members 
Mstep: Class 28 contains 121821 members 
Mstep: Class 29 contains 13572 members 
Mstep: Class 30 contains 45316 members 
Mstep: Class 31 contains 598958 members 
Mstep: Class 32 contains 1229 members 
Mstep: Class 33 contains 5317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111967952.000000 Penalty: 116180.585938
Iteration 185Q: 34 clusters Score -1.11968e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 3458 members 
Mstep: Class 3 contains 8477 members 
Mstep: Class 4 contains 3087 members 
Mstep: Class 5 contains 17867 members 
Mstep: Class 6 contains 28363 members 
Mstep: Class 7 contains 19410 members 
Mstep: Class 8 contains 6126 members 
Mstep: Class 9 contains 77177 members 
Mstep: Class 10 contains 73511 members 
Mstep: Class 11 contains 4954 members 
Mstep: Class 12 contains 8853 members 
Mstep: Class 13 contains 14247 members 
Mstep: Class 14 contains 4799 members 
Mstep: Class 15 contains 7842 members 
Mstep: Class 16 contains 6146 members 
Mstep: Class 17 contains 153497 members 
Mstep: Class 18 contains 7418 members 
Mstep: Class 19 contains 39617 members 
Mstep: Class 20 contains 25485 members 
Mstep: Class 21 contains 7251 members 
Mstep: Class 22 contains 4091 members 
Mstep: Class 23 contains 65542 members 
Mstep: Class 24 contains 4465 members 
Mstep: Class 25 contains 5354 members 
Mstep: Class 26 contains 65736 members 
Mstep: Class 27 contains 4510 members 
Mstep: Class 28 contains 121819 members 
Mstep: Class 29 contains 13572 members 
Mstep: Class 30 contains 45315 members 
Mstep: Class 31 contains 598957 members 
Mstep: Class 32 contains 1229 members 
Mstep: Class 33 contains 5317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111967920.000000 Penalty: 116180.585938
Iteration 186Q: 34 clusters Score -1.119679e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 3458 members 
Mstep: Class 3 contains 8477 members 
Mstep: Class 4 contains 3087 members 
Mstep: Class 5 contains 17867 members 
Mstep: Class 6 contains 28364 members 
Mstep: Class 7 contains 19410 members 
Mstep: Class 8 contains 6126 members 
Mstep: Class 9 contains 77177 members 
Mstep: Class 10 contains 73511 members 
Mstep: Class 11 contains 4954 members 
Mstep: Class 12 contains 8853 members 
Mstep: Class 13 contains 14247 members 
Mstep: Class 14 contains 4799 members 
Mstep: Class 15 contains 7842 members 
Mstep: Class 16 contains 6146 members 
Mstep: Class 17 contains 153497 members 
Mstep: Class 18 contains 7418 members 
Mstep: Class 19 contains 39617 members 
Mstep: Class 20 contains 25485 members 
Mstep: Class 21 contains 7251 members 
Mstep: Class 22 contains 4091 members 
Mstep: Class 23 contains 65543 members 
Mstep: Class 24 contains 4465 members 
Mstep: Class 25 contains 5354 members 
Mstep: Class 26 contains 65737 members 
Mstep: Class 27 contains 4510 members 
Mstep: Class 28 contains 121819 members 
Mstep: Class 29 contains 13572 members 
Mstep: Class 30 contains 45315 members 
Mstep: Class 31 contains 598954 members 
Mstep: Class 32 contains 1229 members 
Mstep: Class 33 contains 5317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111967928.000000 Penalty: 116180.585938
Iteration 187Q: 34 clusters Score -1.119679e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 3458 members 
Mstep: Class 3 contains 8477 members 
Mstep: Class 4 contains 3087 members 
Mstep: Class 5 contains 17867 members 
Mstep: Class 6 contains 28365 members 
Mstep: Class 7 contains 19410 members 
Mstep: Class 8 contains 6126 members 
Mstep: Class 9 contains 77176 members 
Mstep: Class 10 contains 73511 members 
Mstep: Class 11 contains 4954 members 
Mstep: Class 12 contains 8853 members 
Mstep: Class 13 contains 14247 members 
Mstep: Class 14 contains 4799 members 
Mstep: Class 15 contains 7842 members 
Mstep: Class 16 contains 6146 members 
Mstep: Class 17 contains 153497 members 
Mstep: Class 18 contains 7418 members 
Mstep: Class 19 contains 39617 members 
Mstep: Class 20 contains 25485 members 
Mstep: Class 21 contains 7251 members 
Mstep: Class 22 contains 4091 members 
Mstep: Class 23 contains 65543 members 
Mstep: Class 24 contains 4465 members 
Mstep: Class 25 contains 5354 members 
Mstep: Class 26 contains 65737 members 
Mstep: Class 27 contains 4510 members 
Mstep: Class 28 contains 121820 members 
Mstep: Class 29 contains 13572 members 
Mstep: Class 30 contains 45315 members 
Mstep: Class 31 contains 598953 members 
Mstep: Class 32 contains 1229 members 
Mstep: Class 33 contains 5317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111967912.000000 Penalty: 116180.585938
Iteration 188Q: 34 clusters Score -1.119679e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 3458 members 
Mstep: Class 3 contains 8477 members 
Mstep: Class 4 contains 3087 members 
Mstep: Class 5 contains 17867 members 
Mstep: Class 6 contains 28365 members 
Mstep: Class 7 contains 19410 members 
Mstep: Class 8 contains 6126 members 
Mstep: Class 9 contains 77176 members 
Mstep: Class 10 contains 73511 members 
Mstep: Class 11 contains 4954 members 
Mstep: Class 12 contains 8853 members 
Mstep: Class 13 contains 14247 members 
Mstep: Class 14 contains 4799 members 
Mstep: Class 15 contains 7842 members 
Mstep: Class 16 contains 6146 members 
Mstep: Class 17 contains 153497 members 
Mstep: Class 18 contains 7418 members 
Mstep: Class 19 contains 39617 members 
Mstep: Class 20 contains 25485 members 
Mstep: Class 21 contains 7251 members 
Mstep: Class 22 contains 4091 members 
Mstep: Class 23 contains 65543 members 
Mstep: Class 24 contains 4465 members 
Mstep: Class 25 contains 5354 members 
Mstep: Class 26 contains 65737 members 
Mstep: Class 27 contains 4510 members 
Mstep: Class 28 contains 121820 members 
Mstep: Class 29 contains 13572 members 
Mstep: Class 30 contains 45315 members 
Mstep: Class 31 contains 598953 members 
Mstep: Class 32 contains 1229 members 
Mstep: Class 33 contains 5317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111967912.000000 Penalty: 116180.585938
Iteration 189F: 34 clusters Score -1.119679e+08 nChanged 0
Entering ConstructFrom: 
Score: -111967912.000000 Penalty: 116180.585938
Entering ConstructFrom: 
Trying to split cluster 1 (9589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Entering Unmasked Estep 
Score: -784945.000000 Penalty: 2273.756348
	Iteration 0F: 2 clusters Score -784945 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -777534.187500 Penalty: 4547.512695
	Iteration 0F: 3 clusters Score -777534.2 nChanged 4008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -779754.312500 Penalty: 4547.512695
	Iteration 1F: 3 clusters Score -779754.3 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -780048.250000 Penalty: 4547.512695
	Iteration 2F: 3 clusters Score -780048.2 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -780235.125000 Penalty: 4547.512695
	Iteration 3Q: 3 clusters Score -780235.1 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -780379.687500 Penalty: 4547.512695
	Iteration 4Q: 3 clusters Score -780379.7 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -780514.125000 Penalty: 4547.512695
	Iteration 5Q: 3 clusters Score -780514.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -780656.125000 Penalty: 4547.512695
	Iteration 6Q: 3 clusters Score -780656.1 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -780820.687500 Penalty: 4547.512695
	Iteration 7Q: 3 clusters Score -780820.7 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -781019.750000 Penalty: 4547.512695
	Iteration 8Q: 3 clusters Score -781019.8 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -781274.187500 Penalty: 4547.512695
	Iteration 9Q: 3 clusters Score -781274.2 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -781544.750000 Penalty: 4547.512695
	Iteration 10Q: 3 clusters Score -781544.8 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -781846.125000 Penalty: 4547.512695
	Iteration 11Q: 3 clusters Score -781846.1 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -782154.312500 Penalty: 4547.512695
	Iteration 12Q: 3 clusters Score -782154.3 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -782431.687500 Penalty: 4547.512695
	Iteration 13Q: 3 clusters Score -782431.7 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -782654.312500 Penalty: 4547.512695
	Iteration 14Q: 3 clusters Score -782654.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -782836.437500 Penalty: 4547.512695
	Iteration 15Q: 3 clusters Score -782836.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -782955.375000 Penalty: 4547.512695
	Iteration 16Q: 3 clusters Score -782955.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -783029.562500 Penalty: 4547.512695
	Iteration 17Q: 3 clusters Score -783029.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -783089.000000 Penalty: 4547.512695
	Iteration 18Q: 3 clusters Score -783089 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -783131.875000 Penalty: 4547.512695
	Iteration 19Q: 3 clusters Score -783131.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -783164.062500 Penalty: 4547.512695
	Iteration 20F: 3 clusters Score -783164.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -783184.187500 Penalty: 4547.512695
	Iteration 21Q: 3 clusters Score -783184.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -783202.312500 Penalty: 4547.512695
	Iteration 22Q: 3 clusters Score -783202.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -783218.187500 Penalty: 4547.512695
	Iteration 23Q: 3 clusters Score -783218.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -783224.500000 Penalty: 4547.512695
	Iteration 24Q: 3 clusters Score -783224.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -783228.437500 Penalty: 4547.512695
	Iteration 25Q: 3 clusters Score -783228.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -783232.500000 Penalty: 4547.512695
	Iteration 26Q: 3 clusters Score -783232.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -783236.312500 Penalty: 4547.512695
	Iteration 27Q: 3 clusters Score -783236.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -783242.687500 Penalty: 4547.512695
	Iteration 28Q: 3 clusters Score -783242.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -783246.125000 Penalty: 4547.512695
	Iteration 29Q: 3 clusters Score -783246.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -783249.937500 Penalty: 4547.512695
	Iteration 30Q: 3 clusters Score -783249.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -783254.062500 Penalty: 4547.512695
	Iteration 31Q: 3 clusters Score -783254.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -783256.687500 Penalty: 4547.512695
	Iteration 32Q: 3 clusters Score -783256.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -783257.250000 Penalty: 4547.512695
	Iteration 33Q: 3 clusters Score -783257.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -783257.437500 Penalty: 4547.512695
	Iteration 34Q: 3 clusters Score -783257.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -783257.437500 Penalty: 4547.512695
	Iteration 35F: 3 clusters Score -783257.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Entering Unmasked Estep 
Score: -267820.312500 Penalty: 2020.814575
	Iteration 0F: 2 clusters Score -267820.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -264206.468750 Penalty: 4041.629150
	Iteration 0F: 3 clusters Score -264206.5 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -265054.687500 Penalty: 4041.629150
	Iteration 1F: 3 clusters Score -265054.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -265198.031250 Penalty: 4041.629150
	Iteration 2F: 3 clusters Score -265198 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -265291.593750 Penalty: 4041.629150
	Iteration 3Q: 3 clusters Score -265291.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -265351.125000 Penalty: 4041.629150
	Iteration 4Q: 3 clusters Score -265351.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -265388.281250 Penalty: 4041.629150
	Iteration 5Q: 3 clusters Score -265388.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -265411.968750 Penalty: 4041.629150
	Iteration 6Q: 3 clusters Score -265412 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -265428.843750 Penalty: 4041.629150
	Iteration 7Q: 3 clusters Score -265428.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -265445.125000 Penalty: 4041.629150
	Iteration 8Q: 3 clusters Score -265445.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -265460.437500 Penalty: 4041.629150
	Iteration 9Q: 3 clusters Score -265460.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -265472.937500 Penalty: 4041.629150
	Iteration 10Q: 3 clusters Score -265472.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -265482.875000 Penalty: 4041.629150
	Iteration 11Q: 3 clusters Score -265482.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -265491.750000 Penalty: 4041.629150
	Iteration 12Q: 3 clusters Score -265491.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -265497.625000 Penalty: 4041.629150
	Iteration 13Q: 3 clusters Score -265497.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -265502.781250 Penalty: 4041.629150
	Iteration 14Q: 3 clusters Score -265502.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -265511.750000 Penalty: 4041.629150
	Iteration 15Q: 3 clusters Score -265511.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -265516.562500 Penalty: 4041.629150
	Iteration 16Q: 3 clusters Score -265516.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -265522.656250 Penalty: 4041.629150
	Iteration 17Q: 3 clusters Score -265522.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -265527.125000 Penalty: 4041.629150
	Iteration 18Q: 3 clusters Score -265527.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -265531.781250 Penalty: 4041.629150
	Iteration 19Q: 3 clusters Score -265531.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -265534.406250 Penalty: 4041.629150
	Iteration 20F: 3 clusters Score -265534.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -265536.562500 Penalty: 4041.629150
	Iteration 21Q: 3 clusters Score -265536.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -265539.468750 Penalty: 4041.629150
	Iteration 22Q: 3 clusters Score -265539.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -265542.187500 Penalty: 4041.629150
	Iteration 23Q: 3 clusters Score -265542.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -265544.406250 Penalty: 4041.629150
	Iteration 24Q: 3 clusters Score -265544.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -265547.343750 Penalty: 4041.629150
	Iteration 25Q: 3 clusters Score -265547.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -265551.593750 Penalty: 4041.629150
	Iteration 26Q: 3 clusters Score -265551.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -265552.781250 Penalty: 4041.629150
	Iteration 27Q: 3 clusters Score -265552.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -265554.375000 Penalty: 4041.629150
	Iteration 28Q: 3 clusters Score -265554.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -265555.968750 Penalty: 4041.629150
	Iteration 29Q: 3 clusters Score -265556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -265558.718750 Penalty: 4041.629150
	Iteration 30Q: 3 clusters Score -265558.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -265560.156250 Penalty: 4041.629150
	Iteration 31Q: 3 clusters Score -265560.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -265561.625000 Penalty: 4041.629150
	Iteration 32Q: 3 clusters Score -265561.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -265562.250000 Penalty: 4041.629150
	Iteration 33Q: 3 clusters Score -265562.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -265563.000000 Penalty: 4041.629150
	Iteration 34Q: 3 clusters Score -265563 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -265564.218750 Penalty: 4041.629150
	Iteration 35Q: 3 clusters Score -265564.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -265568.156250 Penalty: 4041.629150
	Iteration 36Q: 3 clusters Score -265568.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -265570.812500 Penalty: 4041.629150
	Iteration 37Q: 3 clusters Score -265570.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -265573.593750 Penalty: 4041.629150
	Iteration 38Q: 3 clusters Score -265573.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -265575.468750 Penalty: 4041.629150
	Iteration 39Q: 3 clusters Score -265575.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -265576.468750 Penalty: 4041.629150
	Iteration 40F: 3 clusters Score -265576.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -265577.968750 Penalty: 4041.629150
	Iteration 41Q: 3 clusters Score -265578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -265580.593750 Penalty: 4041.629150
	Iteration 42Q: 3 clusters Score -265580.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -265582.062500 Penalty: 4041.629150
	Iteration 43Q: 3 clusters Score -265582.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -265584.593750 Penalty: 4041.629150
	Iteration 44Q: 3 clusters Score -265584.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -265588.937500 Penalty: 4041.629150
	Iteration 45Q: 3 clusters Score -265588.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -265591.562500 Penalty: 4041.629150
	Iteration 46Q: 3 clusters Score -265591.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -265595.406250 Penalty: 4041.629150
	Iteration 47Q: 3 clusters Score -265595.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -265598.062500 Penalty: 4041.629150
	Iteration 48Q: 3 clusters Score -265598.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -265601.156250 Penalty: 4041.629150
	Iteration 49Q: 3 clusters Score -265601.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -265605.125000 Penalty: 4041.629150
	Iteration 50Q: 3 clusters Score -265605.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -265610.281250 Penalty: 4041.629150
	Iteration 51Q: 3 clusters Score -265610.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -265612.750000 Penalty: 4041.629150
	Iteration 52Q: 3 clusters Score -265612.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -265613.593750 Penalty: 4041.629150
	Iteration 53Q: 3 clusters Score -265613.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -265616.156250 Penalty: 4041.629150
	Iteration 54Q: 3 clusters Score -265616.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -265619.156250 Penalty: 4041.629150
	Iteration 55Q: 3 clusters Score -265619.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -265620.156250 Penalty: 4041.629150
	Iteration 56Q: 3 clusters Score -265620.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -265621.468750 Penalty: 4041.629150
	Iteration 57Q: 3 clusters Score -265621.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -265622.562500 Penalty: 4041.629150
	Iteration 58Q: 3 clusters Score -265622.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -265624.812500 Penalty: 4041.629150
	Iteration 59Q: 3 clusters Score -265624.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -265628.000000 Penalty: 4041.629150
	Iteration 60F: 3 clusters Score -265628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -265632.625000 Penalty: 4041.629150
	Iteration 61Q: 3 clusters Score -265632.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -265634.593750 Penalty: 4041.629150
	Iteration 62Q: 3 clusters Score -265634.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -265636.781250 Penalty: 4041.629150
	Iteration 63Q: 3 clusters Score -265636.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -265637.781250 Penalty: 4041.629150
	Iteration 64Q: 3 clusters Score -265637.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -265637.781250 Penalty: 4041.629150
	Iteration 65Q: 3 clusters Score -265637.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -265638.718750 Penalty: 4041.629150
	Iteration 66Q: 3 clusters Score -265638.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -265639.437500 Penalty: 4041.629150
	Iteration 67Q: 3 clusters Score -265639.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -265640.093750 Penalty: 4041.629150
	Iteration 68Q: 3 clusters Score -265640.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -265640.593750 Penalty: 4041.629150
	Iteration 69Q: 3 clusters Score -265640.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -265641.468750 Penalty: 4041.629150
	Iteration 70Q: 3 clusters Score -265641.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -265643.375000 Penalty: 4041.629150
	Iteration 71Q: 3 clusters Score -265643.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -265644.437500 Penalty: 4041.629150
	Iteration 72Q: 3 clusters Score -265644.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -265647.093750 Penalty: 4041.629150
	Iteration 73Q: 3 clusters Score -265647.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -265647.906250 Penalty: 4041.629150
	Iteration 74Q: 3 clusters Score -265647.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -265648.500000 Penalty: 4041.629150
	Iteration 75Q: 3 clusters Score -265648.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -265648.843750 Penalty: 4041.629150
	Iteration 76Q: 3 clusters Score -265648.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -265649.000000 Penalty: 4041.629150
	Iteration 77Q: 3 clusters Score -265649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -265651.406250 Penalty: 4041.629150
	Iteration 78Q: 3 clusters Score -265651.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -265652.406250 Penalty: 4041.629150
	Iteration 79Q: 3 clusters Score -265652.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -265653.906250 Penalty: 4041.629150
	Iteration 80F: 3 clusters Score -265653.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -265654.687500 Penalty: 4041.629150
	Iteration 81Q: 3 clusters Score -265654.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -265655.000000 Penalty: 4041.629150
	Iteration 82Q: 3 clusters Score -265655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -265655.468750 Penalty: 4041.629150
	Iteration 83Q: 3 clusters Score -265655.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -265656.062500 Penalty: 4041.629150
	Iteration 84Q: 3 clusters Score -265656.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -265655.781250 Penalty: 4041.629150
	Iteration 85Q: 3 clusters Score -265655.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -265657.031250 Penalty: 4041.629150
	Iteration 86Q: 3 clusters Score -265657 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -265657.031250 Penalty: 4041.629150
	Iteration 87F: 3 clusters Score -265657 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Entering Unmasked Estep 
Score: -640437.687500 Penalty: 2243.187744
	Iteration 0F: 2 clusters Score -640437.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -633738.500000 Penalty: 4486.375488
	Iteration 0F: 3 clusters Score -633738.5 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -635629.062500 Penalty: 4486.375488
	Iteration 1F: 3 clusters Score -635629.1 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -635922.187500 Penalty: 4486.375488
	Iteration 2F: 3 clusters Score -635922.2 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -636195.625000 Penalty: 4486.375488
	Iteration 3F: 3 clusters Score -636195.6 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -636481.562500 Penalty: 4486.375488
	Iteration 4F: 3 clusters Score -636481.6 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -636739.125000 Penalty: 4486.375488
	Iteration 5Q: 3 clusters Score -636739.1 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -636978.437500 Penalty: 4486.375488
	Iteration 6Q: 3 clusters Score -636978.4 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -637193.000000 Penalty: 4486.375488
	Iteration 7Q: 3 clusters Score -637193 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -637441.500000 Penalty: 4486.375488
	Iteration 8Q: 3 clusters Score -637441.5 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -637719.125000 Penalty: 4486.375488
	Iteration 9Q: 3 clusters Score -637719.1 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -638005.437500 Penalty: 4486.375488
	Iteration 10Q: 3 clusters Score -638005.4 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -638306.250000 Penalty: 4486.375488
	Iteration 11Q: 3 clusters Score -638306.2 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -638653.187500 Penalty: 4486.375488
	Iteration 12Q: 3 clusters Score -638653.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -638993.000000 Penalty: 4486.375488
	Iteration 13Q: 3 clusters Score -638993 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -639247.312500 Penalty: 4486.375488
	Iteration 14Q: 3 clusters Score -639247.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -639407.500000 Penalty: 4486.375488
	Iteration 15Q: 3 clusters Score -639407.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -639490.812500 Penalty: 4486.375488
	Iteration 16Q: 3 clusters Score -639490.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -639529.562500 Penalty: 4486.375488
	Iteration 17Q: 3 clusters Score -639529.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -639549.500000 Penalty: 4486.375488
	Iteration 18Q: 3 clusters Score -639549.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -639560.062500 Penalty: 4486.375488
	Iteration 19Q: 3 clusters Score -639560.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -639573.625000 Penalty: 4486.375488
	Iteration 20F: 3 clusters Score -639573.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -639577.187500 Penalty: 4486.375488
	Iteration 21Q: 3 clusters Score -639577.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -639585.125000 Penalty: 4486.375488
	Iteration 22Q: 3 clusters Score -639585.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -639588.812500 Penalty: 4486.375488
	Iteration 23Q: 3 clusters Score -639588.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -639592.750000 Penalty: 4486.375488
	Iteration 24Q: 3 clusters Score -639592.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -639594.937500 Penalty: 4486.375488
	Iteration 25Q: 3 clusters Score -639594.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -639596.187500 Penalty: 4486.375488
	Iteration 26Q: 3 clusters Score -639596.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -639599.625000 Penalty: 4486.375488
	Iteration 27Q: 3 clusters Score -639599.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -639599.875000 Penalty: 4486.375488
	Iteration 28Q: 3 clusters Score -639599.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -639602.250000 Penalty: 4486.375488
	Iteration 29Q: 3 clusters Score -639602.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -639604.437500 Penalty: 4486.375488
	Iteration 30Q: 3 clusters Score -639604.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -639610.500000 Penalty: 4486.375488
	Iteration 31Q: 3 clusters Score -639610.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -639614.125000 Penalty: 4486.375488
	Iteration 32Q: 3 clusters Score -639614.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -639617.562500 Penalty: 4486.375488
	Iteration 33Q: 3 clusters Score -639617.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -639622.250000 Penalty: 4486.375488
	Iteration 34Q: 3 clusters Score -639622.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -639624.500000 Penalty: 4486.375488
	Iteration 35Q: 3 clusters Score -639624.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -639627.562500 Penalty: 4486.375488
	Iteration 36Q: 3 clusters Score -639627.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -639632.000000 Penalty: 4486.375488
	Iteration 37Q: 3 clusters Score -639632 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -639634.187500 Penalty: 4486.375488
	Iteration 38Q: 3 clusters Score -639634.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -639634.687500 Penalty: 4486.375488
	Iteration 39Q: 3 clusters Score -639634.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -639639.062500 Penalty: 4486.375488
	Iteration 40F: 3 clusters Score -639639.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -639640.812500 Penalty: 4486.375488
	Iteration 41Q: 3 clusters Score -639640.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -639642.562500 Penalty: 4486.375488
	Iteration 42Q: 3 clusters Score -639642.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -639643.812500 Penalty: 4486.375488
	Iteration 43Q: 3 clusters Score -639643.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -639650.000000 Penalty: 4486.375488
	Iteration 44Q: 3 clusters Score -639650 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -639660.125000 Penalty: 4486.375488
	Iteration 45Q: 3 clusters Score -639660.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -639676.875000 Penalty: 4486.375488
	Iteration 46Q: 3 clusters Score -639676.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -639690.937500 Penalty: 4486.375488
	Iteration 47Q: 3 clusters Score -639690.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -639723.937500 Penalty: 4486.375488
	Iteration 48Q: 3 clusters Score -639723.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -639771.250000 Penalty: 4486.375488
	Iteration 49Q: 3 clusters Score -639771.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -639815.437500 Penalty: 4486.375488
	Iteration 50Q: 3 clusters Score -639815.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -639860.625000 Penalty: 4486.375488
	Iteration 51Q: 3 clusters Score -639860.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -639892.562500 Penalty: 4486.375488
	Iteration 52Q: 3 clusters Score -639892.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -639913.937500 Penalty: 4486.375488
	Iteration 53Q: 3 clusters Score -639913.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -639924.312500 Penalty: 4486.375488
	Iteration 54Q: 3 clusters Score -639924.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -639932.250000 Penalty: 4486.375488
	Iteration 55Q: 3 clusters Score -639932.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -639938.437500 Penalty: 4486.375488
	Iteration 56Q: 3 clusters Score -639938.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -639943.875000 Penalty: 4486.375488
	Iteration 57Q: 3 clusters Score -639943.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -639946.500000 Penalty: 4486.375488
	Iteration 58Q: 3 clusters Score -639946.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -639950.562500 Penalty: 4486.375488
	Iteration 59Q: 3 clusters Score -639950.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -639955.750000 Penalty: 4486.375488
	Iteration 60F: 3 clusters Score -639955.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -639958.000000 Penalty: 4486.375488
	Iteration 61Q: 3 clusters Score -639958 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -639967.750000 Penalty: 4486.375488
	Iteration 62Q: 3 clusters Score -639967.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -639979.062500 Penalty: 4486.375488
	Iteration 63Q: 3 clusters Score -639979.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -639999.312500 Penalty: 4486.375488
	Iteration 64Q: 3 clusters Score -639999.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -640020.125000 Penalty: 4486.375488
	Iteration 65Q: 3 clusters Score -640020.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -640056.437500 Penalty: 4486.375488
	Iteration 66Q: 3 clusters Score -640056.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -640082.125000 Penalty: 4486.375488
	Iteration 67Q: 3 clusters Score -640082.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -640117.062500 Penalty: 4486.375488
	Iteration 68Q: 3 clusters Score -640117.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -640138.750000 Penalty: 4486.375488
	Iteration 69Q: 3 clusters Score -640138.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -640163.125000 Penalty: 4486.375488
	Iteration 70Q: 3 clusters Score -640163.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -640185.562500 Penalty: 4486.375488
	Iteration 71Q: 3 clusters Score -640185.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -640196.500000 Penalty: 4486.375488
	Iteration 72Q: 3 clusters Score -640196.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -640203.500000 Penalty: 4486.375488
	Iteration 73Q: 3 clusters Score -640203.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -640208.062500 Penalty: 4486.375488
	Iteration 74Q: 3 clusters Score -640208.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -640212.500000 Penalty: 4486.375488
	Iteration 75Q: 3 clusters Score -640212.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -640216.250000 Penalty: 4486.375488
	Iteration 76Q: 3 clusters Score -640216.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -640216.875000 Penalty: 4486.375488
	Iteration 77Q: 3 clusters Score -640216.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -640217.875000 Penalty: 4486.375488
	Iteration 78Q: 3 clusters Score -640217.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -640217.437500 Penalty: 4486.375488
	Iteration 79Q: 3 clusters Score -640217.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -640217.875000 Penalty: 4486.375488
	Iteration 80F: 3 clusters Score -640217.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Entering Unmasked Estep 
Score: -206087.734375 Penalty: 1992.668823
	Iteration 0F: 2 clusters Score -206087.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -202793.921875 Penalty: 3985.337646
	Iteration 0F: 3 clusters Score -202793.9 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -203693.890625 Penalty: 3985.337646
	Iteration 1F: 3 clusters Score -203693.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -204012.250000 Penalty: 3985.337646
	Iteration 2F: 3 clusters Score -204012.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -204272.421875 Penalty: 3985.337646
	Iteration 3F: 3 clusters Score -204272.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -204443.093750 Penalty: 3985.337646
	Iteration 4Q: 3 clusters Score -204443.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -204554.328125 Penalty: 3985.337646
	Iteration 5Q: 3 clusters Score -204554.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -204634.546875 Penalty: 3985.337646
	Iteration 6Q: 3 clusters Score -204634.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -204695.500000 Penalty: 3985.337646
	Iteration 7Q: 3 clusters Score -204695.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -204732.843750 Penalty: 3985.337646
	Iteration 8Q: 3 clusters Score -204732.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -204767.890625 Penalty: 3985.337646
	Iteration 9Q: 3 clusters Score -204767.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -204805.125000 Penalty: 3985.337646
	Iteration 10Q: 3 clusters Score -204805.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -204854.312500 Penalty: 3985.337646
	Iteration 11Q: 3 clusters Score -204854.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -204896.671875 Penalty: 3985.337646
	Iteration 12Q: 3 clusters Score -204896.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -204938.453125 Penalty: 3985.337646
	Iteration 13Q: 3 clusters Score -204938.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -204988.796875 Penalty: 3985.337646
	Iteration 14Q: 3 clusters Score -204988.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -205016.046875 Penalty: 3985.337646
	Iteration 15Q: 3 clusters Score -205016 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -205048.093750 Penalty: 3985.337646
	Iteration 16Q: 3 clusters Score -205048.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -205089.781250 Penalty: 3985.337646
	Iteration 17Q: 3 clusters Score -205089.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -205126.453125 Penalty: 3985.337646
	Iteration 18Q: 3 clusters Score -205126.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -205151.000000 Penalty: 3985.337646
	Iteration 19Q: 3 clusters Score -205151 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -205174.125000 Penalty: 3985.337646
	Iteration 20F: 3 clusters Score -205174.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -205186.484375 Penalty: 3985.337646
	Iteration 21Q: 3 clusters Score -205186.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -205193.625000 Penalty: 3985.337646
	Iteration 22Q: 3 clusters Score -205193.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -205201.093750 Penalty: 3985.337646
	Iteration 23Q: 3 clusters Score -205201.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -205207.593750 Penalty: 3985.337646
	Iteration 24Q: 3 clusters Score -205207.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -205216.859375 Penalty: 3985.337646
	Iteration 25Q: 3 clusters Score -205216.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -205226.093750 Penalty: 3985.337646
	Iteration 26Q: 3 clusters Score -205226.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -205238.375000 Penalty: 3985.337646
	Iteration 27Q: 3 clusters Score -205238.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -205248.687500 Penalty: 3985.337646
	Iteration 28Q: 3 clusters Score -205248.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -205259.515625 Penalty: 3985.337646
	Iteration 29Q: 3 clusters Score -205259.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -205270.031250 Penalty: 3985.337646
	Iteration 30Q: 3 clusters Score -205270 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -205281.671875 Penalty: 3985.337646
	Iteration 31Q: 3 clusters Score -205281.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -205291.625000 Penalty: 3985.337646
	Iteration 32Q: 3 clusters Score -205291.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -205302.359375 Penalty: 3985.337646
	Iteration 33Q: 3 clusters Score -205302.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -205312.781250 Penalty: 3985.337646
	Iteration 34Q: 3 clusters Score -205312.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -205323.734375 Penalty: 3985.337646
	Iteration 35Q: 3 clusters Score -205323.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -205335.078125 Penalty: 3985.337646
	Iteration 36Q: 3 clusters Score -205335.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -205347.328125 Penalty: 3985.337646
	Iteration 37Q: 3 clusters Score -205347.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -205362.187500 Penalty: 3985.337646
	Iteration 38Q: 3 clusters Score -205362.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -205372.765625 Penalty: 3985.337646
	Iteration 39Q: 3 clusters Score -205372.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -205379.921875 Penalty: 3985.337646
	Iteration 40F: 3 clusters Score -205379.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -205389.187500 Penalty: 3985.337646
	Iteration 41Q: 3 clusters Score -205389.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -205393.812500 Penalty: 3985.337646
	Iteration 42Q: 3 clusters Score -205393.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -205397.062500 Penalty: 3985.337646
	Iteration 43Q: 3 clusters Score -205397.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -205403.703125 Penalty: 3985.337646
	Iteration 44Q: 3 clusters Score -205403.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -205407.390625 Penalty: 3985.337646
	Iteration 45Q: 3 clusters Score -205407.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -205409.984375 Penalty: 3985.337646
	Iteration 46Q: 3 clusters Score -205410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -205409.937500 Penalty: 3985.337646
	Iteration 47Q: 3 clusters Score -205409.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -205409.937500 Penalty: 3985.337646
	Iteration 48F: 3 clusters Score -205409.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (17867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17867 members 
Entering Unmasked Estep 
Score: -1469218.625000 Penalty: 2428.096191
	Iteration 0F: 2 clusters Score -1469219 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -1456598.750000 Penalty: 4856.192383
	Iteration 0F: 3 clusters Score -1456599 nChanged 7697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -1460630.250000 Penalty: 4856.192383
	Iteration 1F: 3 clusters Score -1460630 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1461215.375000 Penalty: 4856.192383
	Iteration 2F: 3 clusters Score -1461215 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1461844.375000 Penalty: 4856.192383
	Iteration 3F: 3 clusters Score -1461844 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1462482.625000 Penalty: 4856.192383
	Iteration 4F: 3 clusters Score -1462483 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1463145.625000 Penalty: 4856.192383
	Iteration 5F: 3 clusters Score -1463146 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1463812.875000 Penalty: 4856.192383
	Iteration 6F: 3 clusters Score -1463813 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1464439.250000 Penalty: 4856.192383
	Iteration 7Q: 3 clusters Score -1464439 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1465042.750000 Penalty: 4856.192383
	Iteration 8Q: 3 clusters Score -1465043 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1465517.750000 Penalty: 4856.192383
	Iteration 9Q: 3 clusters Score -1465518 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1465890.875000 Penalty: 4856.192383
	Iteration 10Q: 3 clusters Score -1465891 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15565 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1466184.750000 Penalty: 4856.192383
	Iteration 11Q: 3 clusters Score -1466185 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1466391.000000 Penalty: 4856.192383
	Iteration 12Q: 3 clusters Score -1466391 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16068 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1466528.000000 Penalty: 4856.192383
	Iteration 13Q: 3 clusters Score -1466528 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1466618.000000 Penalty: 4856.192383
	Iteration 14Q: 3 clusters Score -1466618 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1466685.750000 Penalty: 4856.192383
	Iteration 15Q: 3 clusters Score -1466686 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16436 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1466749.125000 Penalty: 4856.192383
	Iteration 16Q: 3 clusters Score -1466749 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1466807.375000 Penalty: 4856.192383
	Iteration 17Q: 3 clusters Score -1466807 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16608 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1466852.875000 Penalty: 4856.192383
	Iteration 18Q: 3 clusters Score -1466853 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16684 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1466898.125000 Penalty: 4856.192383
	Iteration 19Q: 3 clusters Score -1466898 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16757 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1466944.875000 Penalty: 4856.192383
	Iteration 20F: 3 clusters Score -1466945 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16816 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1466979.375000 Penalty: 4856.192383
	Iteration 21Q: 3 clusters Score -1466979 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16857 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1467009.875000 Penalty: 4856.192383
	Iteration 22Q: 3 clusters Score -1467010 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16898 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1467031.125000 Penalty: 4856.192383
	Iteration 23Q: 3 clusters Score -1467031 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16923 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1467048.000000 Penalty: 4856.192383
	Iteration 24Q: 3 clusters Score -1467048 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1467073.000000 Penalty: 4856.192383
	Iteration 25Q: 3 clusters Score -1467073 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1467084.625000 Penalty: 4856.192383
	Iteration 26Q: 3 clusters Score -1467085 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17000 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1467095.375000 Penalty: 4856.192383
	Iteration 27Q: 3 clusters Score -1467095 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17018 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1467103.125000 Penalty: 4856.192383
	Iteration 28Q: 3 clusters Score -1467103 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17029 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1467112.750000 Penalty: 4856.192383
	Iteration 29Q: 3 clusters Score -1467113 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1467120.125000 Penalty: 4856.192383
	Iteration 30Q: 3 clusters Score -1467120 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1467122.625000 Penalty: 4856.192383
	Iteration 31Q: 3 clusters Score -1467123 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17056 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1467127.625000 Penalty: 4856.192383
	Iteration 32Q: 3 clusters Score -1467128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17059 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1467129.125000 Penalty: 4856.192383
	Iteration 33Q: 3 clusters Score -1467129 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1467131.375000 Penalty: 4856.192383
	Iteration 34Q: 3 clusters Score -1467131 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1467138.375000 Penalty: 4856.192383
	Iteration 35Q: 3 clusters Score -1467138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17070 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1467135.375000 Penalty: 4856.192383
	Iteration 36Q: 3 clusters Score -1467135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1467139.625000 Penalty: 4856.192383
	Iteration 37Q: 3 clusters Score -1467140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1467138.750000 Penalty: 4856.192383
	Iteration 38Q: 3 clusters Score -1467139 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17084 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1467145.375000 Penalty: 4856.192383
	Iteration 39Q: 3 clusters Score -1467145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1467148.500000 Penalty: 4856.192383
	Iteration 40F: 3 clusters Score -1467148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17091 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1467150.125000 Penalty: 4856.192383
	Iteration 41Q: 3 clusters Score -1467150 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1467158.000000 Penalty: 4856.192383
	Iteration 42Q: 3 clusters Score -1467158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1467162.250000 Penalty: 4856.192383
	Iteration 43Q: 3 clusters Score -1467162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1467167.875000 Penalty: 4856.192383
	Iteration 44Q: 3 clusters Score -1467168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17105 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1467168.375000 Penalty: 4856.192383
	Iteration 45Q: 3 clusters Score -1467168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1467172.875000 Penalty: 4856.192383
	Iteration 46Q: 3 clusters Score -1467173 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17112 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1467173.250000 Penalty: 4856.192383
	Iteration 47Q: 3 clusters Score -1467173 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17117 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1467175.625000 Penalty: 4856.192383
	Iteration 48Q: 3 clusters Score -1467176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1467179.750000 Penalty: 4856.192383
	Iteration 49Q: 3 clusters Score -1467180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1467180.250000 Penalty: 4856.192383
	Iteration 50Q: 3 clusters Score -1467180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1467179.375000 Penalty: 4856.192383
	Iteration 51Q: 3 clusters Score -1467179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17133 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1467181.250000 Penalty: 4856.192383
	Iteration 52Q: 3 clusters Score -1467181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17137 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1467188.125000 Penalty: 4856.192383
	Iteration 53Q: 3 clusters Score -1467188 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17142 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1467194.875000 Penalty: 4856.192383
	Iteration 54Q: 3 clusters Score -1467195 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17147 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1467200.375000 Penalty: 4856.192383
	Iteration 55Q: 3 clusters Score -1467200 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1467200.875000 Penalty: 4856.192383
	Iteration 56Q: 3 clusters Score -1467201 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17152 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1467204.375000 Penalty: 4856.192383
	Iteration 57Q: 3 clusters Score -1467204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17152 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1467209.750000 Penalty: 4856.192383
	Iteration 58Q: 3 clusters Score -1467210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17150 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1467212.250000 Penalty: 4856.192383
	Iteration 59Q: 3 clusters Score -1467212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1467211.625000 Penalty: 4856.192383
	Iteration 60F: 3 clusters Score -1467212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17152 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1467211.625000 Penalty: 4856.192383
	Iteration 61Q: 3 clusters Score -1467212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1467212.250000 Penalty: 4856.192383
	Iteration 62Q: 3 clusters Score -1467212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1467219.125000 Penalty: 4856.192383
	Iteration 63Q: 3 clusters Score -1467219 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17160 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1467219.250000 Penalty: 4856.192383
	Iteration 64Q: 3 clusters Score -1467219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17163 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1467220.625000 Penalty: 4856.192383
	Iteration 65Q: 3 clusters Score -1467221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17167 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1467223.125000 Penalty: 4856.192383
	Iteration 66Q: 3 clusters Score -1467223 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1467220.625000 Penalty: 4856.192383
	Iteration 67Q: 3 clusters Score -1467221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1467221.750000 Penalty: 4856.192383
	Iteration 68Q: 3 clusters Score -1467222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1467221.750000 Penalty: 4856.192383
	Iteration 69F: 3 clusters Score -1467222 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (28365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28365 members 
Entering Unmasked Estep 
Score: -2329358.500000 Penalty: 2542.722168
	Iteration 0F: 2 clusters Score -2329358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -2309968.000000 Penalty: 5085.444336
	Iteration 0F: 3 clusters Score -2309968 nChanged 12768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -2316874.250000 Penalty: 5085.444336
	Iteration 1F: 3 clusters Score -2316874 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -2317341.250000 Penalty: 5085.444336
	Iteration 2Q: 3 clusters Score -2317341 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -2317810.750000 Penalty: 5085.444336
	Iteration 3Q: 3 clusters Score -2317811 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -2318340.750000 Penalty: 5085.444336
	Iteration 4Q: 3 clusters Score -2318341 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 16589 members 
Entering Unmasked Estep 
Score: -2318960.750000 Penalty: 5085.444336
	Iteration 5Q: 3 clusters Score -2318961 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -2319728.500000 Penalty: 5085.444336
	Iteration 6Q: 3 clusters Score -2319728 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 18552 members 
Entering Unmasked Estep 
Score: -2320724.000000 Penalty: 5085.444336
	Iteration 7F: 3 clusters Score -2320724 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 19791 members 
Entering Unmasked Estep 
Score: -2321962.250000 Penalty: 5085.444336
	Iteration 8F: 3 clusters Score -2321962 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 21004 members 
Entering Unmasked Estep 
Score: -2323368.250000 Penalty: 5085.444336
	Iteration 9F: 3 clusters Score -2323368 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 21927 members 
Entering Unmasked Estep 
Score: -2324519.750000 Penalty: 5085.444336
	Iteration 10Q: 3 clusters Score -2324520 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 22539 members 
Entering Unmasked Estep 
Score: -2325247.500000 Penalty: 5085.444336
	Iteration 11Q: 3 clusters Score -2325248 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 23002 members 
Entering Unmasked Estep 
Score: -2325622.500000 Penalty: 5085.444336
	Iteration 12Q: 3 clusters Score -2325622 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 23369 members 
Entering Unmasked Estep 
Score: -2325848.750000 Penalty: 5085.444336
	Iteration 13Q: 3 clusters Score -2325849 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 23663 members 
Entering Unmasked Estep 
Score: -2325986.250000 Penalty: 5085.444336
	Iteration 14Q: 3 clusters Score -2325986 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 23939 members 
Entering Unmasked Estep 
Score: -2326097.750000 Penalty: 5085.444336
	Iteration 15Q: 3 clusters Score -2326098 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 24203 members 
Entering Unmasked Estep 
Score: -2326202.000000 Penalty: 5085.444336
	Iteration 16Q: 3 clusters Score -2326202 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 24432 members 
Entering Unmasked Estep 
Score: -2326299.500000 Penalty: 5085.444336
	Iteration 17Q: 3 clusters Score -2326300 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 24638 members 
Entering Unmasked Estep 
Score: -2326371.250000 Penalty: 5085.444336
	Iteration 18Q: 3 clusters Score -2326371 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 24797 members 
Entering Unmasked Estep 
Score: -2326442.500000 Penalty: 5085.444336
	Iteration 19Q: 3 clusters Score -2326442 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 24949 members 
Entering Unmasked Estep 
Score: -2326498.000000 Penalty: 5085.444336
	Iteration 20F: 3 clusters Score -2326498 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 25109 members 
Entering Unmasked Estep 
Score: -2326560.500000 Penalty: 5085.444336
	Iteration 21Q: 3 clusters Score -2326560 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 25260 members 
Entering Unmasked Estep 
Score: -2326616.500000 Penalty: 5085.444336
	Iteration 22Q: 3 clusters Score -2326616 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 25402 members 
Entering Unmasked Estep 
Score: -2326677.500000 Penalty: 5085.444336
	Iteration 23Q: 3 clusters Score -2326678 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 25550 members 
Entering Unmasked Estep 
Score: -2326737.500000 Penalty: 5085.444336
	Iteration 24Q: 3 clusters Score -2326738 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 25681 members 
Entering Unmasked Estep 
Score: -2326772.000000 Penalty: 5085.444336
	Iteration 25Q: 3 clusters Score -2326772 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 25787 members 
Entering Unmasked Estep 
Score: -2326804.750000 Penalty: 5085.444336
	Iteration 26Q: 3 clusters Score -2326805 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 25875 members 
Entering Unmasked Estep 
Score: -2326830.000000 Penalty: 5085.444336
	Iteration 27Q: 3 clusters Score -2326830 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 25960 members 
Entering Unmasked Estep 
Score: -2326852.250000 Penalty: 5085.444336
	Iteration 28Q: 3 clusters Score -2326852 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 26026 members 
Entering Unmasked Estep 
Score: -2326878.750000 Penalty: 5085.444336
	Iteration 29Q: 3 clusters Score -2326879 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 26089 members 
Entering Unmasked Estep 
Score: -2326900.250000 Penalty: 5085.444336
	Iteration 30Q: 3 clusters Score -2326900 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 26148 members 
Entering Unmasked Estep 
Score: -2326923.500000 Penalty: 5085.444336
	Iteration 31Q: 3 clusters Score -2326924 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 26208 members 
Entering Unmasked Estep 
Score: -2326930.750000 Penalty: 5085.444336
	Iteration 32Q: 3 clusters Score -2326931 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 26250 members 
Entering Unmasked Estep 
Score: -2326937.250000 Penalty: 5085.444336
	Iteration 33Q: 3 clusters Score -2326937 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 26288 members 
Entering Unmasked Estep 
Score: -2326948.000000 Penalty: 5085.444336
	Iteration 34Q: 3 clusters Score -2326948 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 26325 members 
Entering Unmasked Estep 
Score: -2326959.750000 Penalty: 5085.444336
	Iteration 35Q: 3 clusters Score -2326960 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 26355 members 
Entering Unmasked Estep 
Score: -2326973.750000 Penalty: 5085.444336
	Iteration 36Q: 3 clusters Score -2326974 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 26388 members 
Entering Unmasked Estep 
Score: -2326977.750000 Penalty: 5085.444336
	Iteration 37Q: 3 clusters Score -2326978 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 26417 members 
Entering Unmasked Estep 
Score: -2326981.750000 Penalty: 5085.444336
	Iteration 38Q: 3 clusters Score -2326982 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 26449 members 
Entering Unmasked Estep 
Score: -2326991.500000 Penalty: 5085.444336
	Iteration 39Q: 3 clusters Score -2326992 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 26476 members 
Entering Unmasked Estep 
Score: -2326997.500000 Penalty: 5085.444336
	Iteration 40F: 3 clusters Score -2326998 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 26505 members 
Entering Unmasked Estep 
Score: -2327003.000000 Penalty: 5085.444336
	Iteration 41Q: 3 clusters Score -2327003 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 26536 members 
Entering Unmasked Estep 
Score: -2327012.250000 Penalty: 5085.444336
	Iteration 42Q: 3 clusters Score -2327012 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 26577 members 
Entering Unmasked Estep 
Score: -2327027.000000 Penalty: 5085.444336
	Iteration 43Q: 3 clusters Score -2327027 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 26616 members 
Entering Unmasked Estep 
Score: -2327034.250000 Penalty: 5085.444336
	Iteration 44Q: 3 clusters Score -2327034 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 26654 members 
Entering Unmasked Estep 
Score: -2327036.750000 Penalty: 5085.444336
	Iteration 45Q: 3 clusters Score -2327037 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 26689 members 
Entering Unmasked Estep 
Score: -2327052.750000 Penalty: 5085.444336
	Iteration 46Q: 3 clusters Score -2327053 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 26729 members 
Entering Unmasked Estep 
Score: -2327064.250000 Penalty: 5085.444336
	Iteration 47Q: 3 clusters Score -2327064 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 26763 members 
Entering Unmasked Estep 
Score: -2327082.000000 Penalty: 5085.444336
	Iteration 48Q: 3 clusters Score -2327082 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 26794 members 
Entering Unmasked Estep 
Score: -2327087.500000 Penalty: 5085.444336
	Iteration 49Q: 3 clusters Score -2327088 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 26816 members 
Entering Unmasked Estep 
Score: -2327093.750000 Penalty: 5085.444336
	Iteration 50Q: 3 clusters Score -2327094 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 26834 members 
Entering Unmasked Estep 
Score: -2327100.500000 Penalty: 5085.444336
	Iteration 51Q: 3 clusters Score -2327100 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 26852 members 
Entering Unmasked Estep 
Score: -2327105.250000 Penalty: 5085.444336
	Iteration 52Q: 3 clusters Score -2327105 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 26867 members 
Entering Unmasked Estep 
Score: -2327112.250000 Penalty: 5085.444336
	Iteration 53Q: 3 clusters Score -2327112 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 26880 members 
Entering Unmasked Estep 
Score: -2327115.250000 Penalty: 5085.444336
	Iteration 54Q: 3 clusters Score -2327115 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 26892 members 
Entering Unmasked Estep 
Score: -2327120.000000 Penalty: 5085.444336
	Iteration 55Q: 3 clusters Score -2327120 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 26903 members 
Entering Unmasked Estep 
Score: -2327120.750000 Penalty: 5085.444336
	Iteration 56Q: 3 clusters Score -2327121 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 26919 members 
Entering Unmasked Estep 
Score: -2327123.750000 Penalty: 5085.444336
	Iteration 57Q: 3 clusters Score -2327124 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 26935 members 
Entering Unmasked Estep 
Score: -2327133.250000 Penalty: 5085.444336
	Iteration 58Q: 3 clusters Score -2327133 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 26955 members 
Entering Unmasked Estep 
Score: -2327142.000000 Penalty: 5085.444336
	Iteration 59Q: 3 clusters Score -2327142 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 26967 members 
Entering Unmasked Estep 
Score: -2327142.000000 Penalty: 5085.444336
	Iteration 60F: 3 clusters Score -2327142 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 26979 members 
Entering Unmasked Estep 
Score: -2327144.750000 Penalty: 5085.444336
	Iteration 61Q: 3 clusters Score -2327145 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 26987 members 
Entering Unmasked Estep 
Score: -2327144.500000 Penalty: 5085.444336
	Iteration 62Q: 3 clusters Score -2327144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 26992 members 
Entering Unmasked Estep 
Score: -2327142.750000 Penalty: 5085.444336
	Iteration 63Q: 3 clusters Score -2327143 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 27001 members 
Entering Unmasked Estep 
Score: -2327150.750000 Penalty: 5085.444336
	Iteration 64Q: 3 clusters Score -2327151 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 27011 members 
Entering Unmasked Estep 
Score: -2327149.250000 Penalty: 5085.444336
	Iteration 65Q: 3 clusters Score -2327149 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 27017 members 
Entering Unmasked Estep 
Score: -2327153.000000 Penalty: 5085.444336
	Iteration 66Q: 3 clusters Score -2327153 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 27023 members 
Entering Unmasked Estep 
Score: -2327151.500000 Penalty: 5085.444336
	Iteration 67Q: 3 clusters Score -2327152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 27029 members 
Entering Unmasked Estep 
Score: -2327156.500000 Penalty: 5085.444336
	Iteration 68Q: 3 clusters Score -2327156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 27035 members 
Entering Unmasked Estep 
Score: -2327157.500000 Penalty: 5085.444336
	Iteration 69Q: 3 clusters Score -2327158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 27042 members 
Entering Unmasked Estep 
Score: -2327157.750000 Penalty: 5085.444336
	Iteration 70Q: 3 clusters Score -2327158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 27048 members 
Entering Unmasked Estep 
Score: -2327161.000000 Penalty: 5085.444336
	Iteration 71Q: 3 clusters Score -2327161 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 27053 members 
Entering Unmasked Estep 
Score: -2327164.250000 Penalty: 5085.444336
	Iteration 72Q: 3 clusters Score -2327164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 27057 members 
Entering Unmasked Estep 
Score: -2327167.500000 Penalty: 5085.444336
	Iteration 73Q: 3 clusters Score -2327168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 27063 members 
Entering Unmasked Estep 
Score: -2327165.750000 Penalty: 5085.444336
	Iteration 74Q: 3 clusters Score -2327166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 27068 members 
Entering Unmasked Estep 
Score: -2327164.500000 Penalty: 5085.444336
	Iteration 75Q: 3 clusters Score -2327164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 27071 members 
Entering Unmasked Estep 
Score: -2327170.250000 Penalty: 5085.444336
	Iteration 76Q: 3 clusters Score -2327170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 27078 members 
Entering Unmasked Estep 
Score: -2327174.000000 Penalty: 5085.444336
	Iteration 77Q: 3 clusters Score -2327174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 27081 members 
Entering Unmasked Estep 
Score: -2327171.750000 Penalty: 5085.444336
	Iteration 78Q: 3 clusters Score -2327172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 27087 members 
Entering Unmasked Estep 
Score: -2327167.500000 Penalty: 5085.444336
	Iteration 79Q: 3 clusters Score -2327168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 27089 members 
Entering Unmasked Estep 
Score: -2327172.000000 Penalty: 5085.444336
	Iteration 80F: 3 clusters Score -2327172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (19410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19410 members 
Entering Unmasked Estep 
Score: -1355280.125000 Penalty: 2448.638916
	Iteration 0F: 2 clusters Score -1355280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -1341672.500000 Penalty: 4897.277832
	Iteration 0F: 3 clusters Score -1341672 nChanged 8473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -1346607.250000 Penalty: 4897.277832
	Iteration 1F: 3 clusters Score -1346607 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -1347609.000000 Penalty: 4897.277832
	Iteration 2F: 3 clusters Score -1347609 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -1348755.375000 Penalty: 4897.277832
	Iteration 3F: 3 clusters Score -1348755 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -1349807.750000 Penalty: 4897.277832
	Iteration 4F: 3 clusters Score -1349808 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -1350604.000000 Penalty: 4897.277832
	Iteration 5F: 3 clusters Score -1350604 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -1351191.250000 Penalty: 4897.277832
	Iteration 6F: 3 clusters Score -1351191 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -1351589.750000 Penalty: 4897.277832
	Iteration 7Q: 3 clusters Score -1351590 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -1351836.750000 Penalty: 4897.277832
	Iteration 8Q: 3 clusters Score -1351837 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -1352002.875000 Penalty: 4897.277832
	Iteration 9Q: 3 clusters Score -1352003 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -1352116.750000 Penalty: 4897.277832
	Iteration 10Q: 3 clusters Score -1352117 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -1352198.875000 Penalty: 4897.277832
	Iteration 11Q: 3 clusters Score -1352199 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1352267.750000 Penalty: 4897.277832
	Iteration 12Q: 3 clusters Score -1352268 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -1352318.375000 Penalty: 4897.277832
	Iteration 13Q: 3 clusters Score -1352318 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -1352359.750000 Penalty: 4897.277832
	Iteration 14Q: 3 clusters Score -1352360 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -1352389.750000 Penalty: 4897.277832
	Iteration 15Q: 3 clusters Score -1352390 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -1352420.125000 Penalty: 4897.277832
	Iteration 16Q: 3 clusters Score -1352420 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -1352443.750000 Penalty: 4897.277832
	Iteration 17Q: 3 clusters Score -1352444 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -1352459.000000 Penalty: 4897.277832
	Iteration 18Q: 3 clusters Score -1352459 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -1352470.250000 Penalty: 4897.277832
	Iteration 19Q: 3 clusters Score -1352470 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -1352476.875000 Penalty: 4897.277832
	Iteration 20F: 3 clusters Score -1352477 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -1352488.875000 Penalty: 4897.277832
	Iteration 21Q: 3 clusters Score -1352489 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -1352498.500000 Penalty: 4897.277832
	Iteration 22Q: 3 clusters Score -1352498 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -1352498.500000 Penalty: 4897.277832
	Iteration 23Q: 3 clusters Score -1352498 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -1352507.875000 Penalty: 4897.277832
	Iteration 24Q: 3 clusters Score -1352508 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -1352513.625000 Penalty: 4897.277832
	Iteration 25Q: 3 clusters Score -1352514 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -1352521.875000 Penalty: 4897.277832
	Iteration 26Q: 3 clusters Score -1352522 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1352539.625000 Penalty: 4897.277832
	Iteration 27Q: 3 clusters Score -1352540 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1352546.750000 Penalty: 4897.277832
	Iteration 28Q: 3 clusters Score -1352547 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1352566.125000 Penalty: 4897.277832
	Iteration 29Q: 3 clusters Score -1352566 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1352569.125000 Penalty: 4897.277832
	Iteration 30Q: 3 clusters Score -1352569 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -1352577.625000 Penalty: 4897.277832
	Iteration 31Q: 3 clusters Score -1352578 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -1352586.250000 Penalty: 4897.277832
	Iteration 32Q: 3 clusters Score -1352586 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1352596.250000 Penalty: 4897.277832
	Iteration 33Q: 3 clusters Score -1352596 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1352606.750000 Penalty: 4897.277832
	Iteration 34Q: 3 clusters Score -1352607 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1352617.250000 Penalty: 4897.277832
	Iteration 35Q: 3 clusters Score -1352617 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1352625.125000 Penalty: 4897.277832
	Iteration 36Q: 3 clusters Score -1352625 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1352634.875000 Penalty: 4897.277832
	Iteration 37Q: 3 clusters Score -1352635 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -1352641.500000 Penalty: 4897.277832
	Iteration 38Q: 3 clusters Score -1352642 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1352645.125000 Penalty: 4897.277832
	Iteration 39Q: 3 clusters Score -1352645 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1352656.250000 Penalty: 4897.277832
	Iteration 40F: 3 clusters Score -1352656 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1352662.750000 Penalty: 4897.277832
	Iteration 41Q: 3 clusters Score -1352663 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1352669.875000 Penalty: 4897.277832
	Iteration 42Q: 3 clusters Score -1352670 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -1352682.625000 Penalty: 4897.277832
	Iteration 43Q: 3 clusters Score -1352683 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1352684.125000 Penalty: 4897.277832
	Iteration 44Q: 3 clusters Score -1352684 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1352689.250000 Penalty: 4897.277832
	Iteration 45Q: 3 clusters Score -1352689 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1352702.250000 Penalty: 4897.277832
	Iteration 46Q: 3 clusters Score -1352702 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1352711.625000 Penalty: 4897.277832
	Iteration 47Q: 3 clusters Score -1352712 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1352722.375000 Penalty: 4897.277832
	Iteration 48Q: 3 clusters Score -1352722 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1352739.250000 Penalty: 4897.277832
	Iteration 49Q: 3 clusters Score -1352739 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1352759.375000 Penalty: 4897.277832
	Iteration 50Q: 3 clusters Score -1352759 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1352783.625000 Penalty: 4897.277832
	Iteration 51Q: 3 clusters Score -1352784 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1352803.500000 Penalty: 4897.277832
	Iteration 52Q: 3 clusters Score -1352804 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1352838.250000 Penalty: 4897.277832
	Iteration 53Q: 3 clusters Score -1352838 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1352866.125000 Penalty: 4897.277832
	Iteration 54Q: 3 clusters Score -1352866 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1352897.250000 Penalty: 4897.277832
	Iteration 55Q: 3 clusters Score -1352897 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1352942.250000 Penalty: 4897.277832
	Iteration 56Q: 3 clusters Score -1352942 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1352985.000000 Penalty: 4897.277832
	Iteration 57Q: 3 clusters Score -1352985 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1353021.375000 Penalty: 4897.277832
	Iteration 58Q: 3 clusters Score -1353021 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1353068.625000 Penalty: 4897.277832
	Iteration 59Q: 3 clusters Score -1353069 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1353106.875000 Penalty: 4897.277832
	Iteration 60F: 3 clusters Score -1353107 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1353141.000000 Penalty: 4897.277832
	Iteration 61Q: 3 clusters Score -1353141 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1353174.125000 Penalty: 4897.277832
	Iteration 62Q: 3 clusters Score -1353174 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1353202.750000 Penalty: 4897.277832
	Iteration 63Q: 3 clusters Score -1353203 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1353221.000000 Penalty: 4897.277832
	Iteration 64Q: 3 clusters Score -1353221 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1353246.875000 Penalty: 4897.277832
	Iteration 65Q: 3 clusters Score -1353247 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1353274.500000 Penalty: 4897.277832
	Iteration 66Q: 3 clusters Score -1353274 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15047 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1353290.625000 Penalty: 4897.277832
	Iteration 67Q: 3 clusters Score -1353291 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15139 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1353314.375000 Penalty: 4897.277832
	Iteration 68Q: 3 clusters Score -1353314 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15244 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1353339.125000 Penalty: 4897.277832
	Iteration 69Q: 3 clusters Score -1353339 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1353363.375000 Penalty: 4897.277832
	Iteration 70Q: 3 clusters Score -1353363 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1353380.625000 Penalty: 4897.277832
	Iteration 71Q: 3 clusters Score -1353381 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1353400.000000 Penalty: 4897.277832
	Iteration 72Q: 3 clusters Score -1353400 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1353427.500000 Penalty: 4897.277832
	Iteration 73Q: 3 clusters Score -1353428 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15734 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1353444.125000 Penalty: 4897.277832
	Iteration 74Q: 3 clusters Score -1353444 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15814 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1353464.875000 Penalty: 4897.277832
	Iteration 75Q: 3 clusters Score -1353465 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15878 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1353477.875000 Penalty: 4897.277832
	Iteration 76Q: 3 clusters Score -1353478 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15949 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -1353498.250000 Penalty: 4897.277832
	Iteration 77Q: 3 clusters Score -1353498 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16013 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1353511.500000 Penalty: 4897.277832
	Iteration 78Q: 3 clusters Score -1353512 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1353529.375000 Penalty: 4897.277832
	Iteration 79Q: 3 clusters Score -1353529 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1353561.500000 Penalty: 4897.277832
	Iteration 80F: 3 clusters Score -1353562 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1353595.500000 Penalty: 4897.277832
	Iteration 81Q: 3 clusters Score -1353596 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -1353623.750000 Penalty: 4897.277832
	Iteration 82Q: 3 clusters Score -1353624 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1353655.250000 Penalty: 4897.277832
	Iteration 83Q: 3 clusters Score -1353655 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16560 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1353684.500000 Penalty: 4897.277832
	Iteration 84Q: 3 clusters Score -1353684 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1353711.000000 Penalty: 4897.277832
	Iteration 85Q: 3 clusters Score -1353711 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16754 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1353756.750000 Penalty: 4897.277832
	Iteration 86Q: 3 clusters Score -1353757 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16851 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1353806.625000 Penalty: 4897.277832
	Iteration 87Q: 3 clusters Score -1353807 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1353871.250000 Penalty: 4897.277832
	Iteration 88Q: 3 clusters Score -1353871 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1353950.250000 Penalty: 4897.277832
	Iteration 89Q: 3 clusters Score -1353950 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17150 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1354028.625000 Penalty: 4897.277832
	Iteration 90Q: 3 clusters Score -1354029 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1354078.875000 Penalty: 4897.277832
	Iteration 91Q: 3 clusters Score -1354079 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17312 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1354125.375000 Penalty: 4897.277832
	Iteration 92Q: 3 clusters Score -1354125 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17371 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1354158.125000 Penalty: 4897.277832
	Iteration 93Q: 3 clusters Score -1354158 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17414 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1354175.750000 Penalty: 4897.277832
	Iteration 94Q: 3 clusters Score -1354176 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17449 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1354187.125000 Penalty: 4897.277832
	Iteration 95Q: 3 clusters Score -1354187 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17478 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1354202.750000 Penalty: 4897.277832
	Iteration 96Q: 3 clusters Score -1354203 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17503 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1354215.500000 Penalty: 4897.277832
	Iteration 97Q: 3 clusters Score -1354216 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17521 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1354223.625000 Penalty: 4897.277832
	Iteration 98Q: 3 clusters Score -1354224 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17535 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1354233.250000 Penalty: 4897.277832
	Iteration 99Q: 3 clusters Score -1354233 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17547 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1354233.000000 Penalty: 4897.277832
	Iteration 100F: 3 clusters Score -1354233 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17560 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1354239.875000 Penalty: 4897.277832
	Iteration 101Q: 3 clusters Score -1354240 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17574 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1354245.125000 Penalty: 4897.277832
	Iteration 102Q: 3 clusters Score -1354245 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17580 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1354251.125000 Penalty: 4897.277832
	Iteration 103Q: 3 clusters Score -1354251 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17589 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1354252.375000 Penalty: 4897.277832
	Iteration 104Q: 3 clusters Score -1354252 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1354258.625000 Penalty: 4897.277832
	Iteration 105Q: 3 clusters Score -1354259 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17601 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1354260.250000 Penalty: 4897.277832
	Iteration 106Q: 3 clusters Score -1354260 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17602 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1354260.625000 Penalty: 4897.277832
	Iteration 107Q: 3 clusters Score -1354261 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17603 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1354265.000000 Penalty: 4897.277832
	Iteration 108Q: 3 clusters Score -1354265 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17608 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1354267.125000 Penalty: 4897.277832
	Iteration 109Q: 3 clusters Score -1354267 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17612 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1354270.000000 Penalty: 4897.277832
	Iteration 110Q: 3 clusters Score -1354270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17616 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1354272.375000 Penalty: 4897.277832
	Iteration 111Q: 3 clusters Score -1354272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1354275.250000 Penalty: 4897.277832
	Iteration 112Q: 3 clusters Score -1354275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17624 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1354273.500000 Penalty: 4897.277832
	Iteration 113Q: 3 clusters Score -1354274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17632 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1354277.250000 Penalty: 4897.277832
	Iteration 114Q: 3 clusters Score -1354277 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17636 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1354282.375000 Penalty: 4897.277832
	Iteration 115Q: 3 clusters Score -1354282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17638 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1354282.250000 Penalty: 4897.277832
	Iteration 116Q: 3 clusters Score -1354282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17640 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1354280.375000 Penalty: 4897.277832
	Iteration 117Q: 3 clusters Score -1354280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17640 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1354280.375000 Penalty: 4897.277832
	Iteration 118F: 3 clusters Score -1354280 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Entering Unmasked Estep 
Score: -480357.750000 Penalty: 2162.633545
	Iteration 0F: 2 clusters Score -480357.8 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 3060 members 
Entering Unmasked Estep 
Score: -475115.093750 Penalty: 4325.267090
	Iteration 0F: 3 clusters Score -475115.1 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -476436.312500 Penalty: 4325.267090
	Iteration 1F: 3 clusters Score -476436.3 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -476721.437500 Penalty: 4325.267090
	Iteration 2F: 3 clusters Score -476721.4 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -476897.562500 Penalty: 4325.267090
	Iteration 3F: 3 clusters Score -476897.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -477006.093750 Penalty: 4325.267090
	Iteration 4Q: 3 clusters Score -477006.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -477089.250000 Penalty: 4325.267090
	Iteration 5Q: 3 clusters Score -477089.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -477175.812500 Penalty: 4325.267090
	Iteration 6Q: 3 clusters Score -477175.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -477254.968750 Penalty: 4325.267090
	Iteration 7Q: 3 clusters Score -477255 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -477319.218750 Penalty: 4325.267090
	Iteration 8Q: 3 clusters Score -477319.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -477379.437500 Penalty: 4325.267090
	Iteration 9Q: 3 clusters Score -477379.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -477446.187500 Penalty: 4325.267090
	Iteration 10Q: 3 clusters Score -477446.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -477512.093750 Penalty: 4325.267090
	Iteration 11Q: 3 clusters Score -477512.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -477601.593750 Penalty: 4325.267090
	Iteration 12Q: 3 clusters Score -477601.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -477684.125000 Penalty: 4325.267090
	Iteration 13Q: 3 clusters Score -477684.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -477772.500000 Penalty: 4325.267090
	Iteration 14Q: 3 clusters Score -477772.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -477866.750000 Penalty: 4325.267090
	Iteration 15Q: 3 clusters Score -477866.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -477972.093750 Penalty: 4325.267090
	Iteration 16Q: 3 clusters Score -477972.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -478080.906250 Penalty: 4325.267090
	Iteration 17Q: 3 clusters Score -478080.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -478188.468750 Penalty: 4325.267090
	Iteration 18Q: 3 clusters Score -478188.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -478283.375000 Penalty: 4325.267090
	Iteration 19Q: 3 clusters Score -478283.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -478357.875000 Penalty: 4325.267090
	Iteration 20F: 3 clusters Score -478357.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -478413.968750 Penalty: 4325.267090
	Iteration 21Q: 3 clusters Score -478414 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -478457.031250 Penalty: 4325.267090
	Iteration 22Q: 3 clusters Score -478457 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -478500.312500 Penalty: 4325.267090
	Iteration 23Q: 3 clusters Score -478500.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -478536.968750 Penalty: 4325.267090
	Iteration 24Q: 3 clusters Score -478537 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -478562.406250 Penalty: 4325.267090
	Iteration 25Q: 3 clusters Score -478562.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -478583.187500 Penalty: 4325.267090
	Iteration 26Q: 3 clusters Score -478583.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -478602.937500 Penalty: 4325.267090
	Iteration 27Q: 3 clusters Score -478602.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -478614.718750 Penalty: 4325.267090
	Iteration 28Q: 3 clusters Score -478614.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -478623.093750 Penalty: 4325.267090
	Iteration 29Q: 3 clusters Score -478623.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -478626.187500 Penalty: 4325.267090
	Iteration 30Q: 3 clusters Score -478626.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -478630.312500 Penalty: 4325.267090
	Iteration 31Q: 3 clusters Score -478630.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -478633.750000 Penalty: 4325.267090
	Iteration 32Q: 3 clusters Score -478633.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -478636.218750 Penalty: 4325.267090
	Iteration 33Q: 3 clusters Score -478636.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -478639.531250 Penalty: 4325.267090
	Iteration 34Q: 3 clusters Score -478639.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -478641.937500 Penalty: 4325.267090
	Iteration 35Q: 3 clusters Score -478641.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -478645.062500 Penalty: 4325.267090
	Iteration 36Q: 3 clusters Score -478645.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -478644.656250 Penalty: 4325.267090
	Iteration 37Q: 3 clusters Score -478644.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -478647.312500 Penalty: 4325.267090
	Iteration 38Q: 3 clusters Score -478647.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -478647.500000 Penalty: 4325.267090
	Iteration 39Q: 3 clusters Score -478647.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -478650.031250 Penalty: 4325.267090
	Iteration 40F: 3 clusters Score -478650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -478652.000000 Penalty: 4325.267090
	Iteration 41Q: 3 clusters Score -478652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -478653.750000 Penalty: 4325.267090
	Iteration 42Q: 3 clusters Score -478653.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -478655.812500 Penalty: 4325.267090
	Iteration 43Q: 3 clusters Score -478655.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -478656.187500 Penalty: 4325.267090
	Iteration 44Q: 3 clusters Score -478656.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -478659.281250 Penalty: 4325.267090
	Iteration 45Q: 3 clusters Score -478659.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -478661.281250 Penalty: 4325.267090
	Iteration 46Q: 3 clusters Score -478661.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -478661.937500 Penalty: 4325.267090
	Iteration 47Q: 3 clusters Score -478661.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -478663.531250 Penalty: 4325.267090
	Iteration 48Q: 3 clusters Score -478663.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -478663.593750 Penalty: 4325.267090
	Iteration 49Q: 3 clusters Score -478663.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -478663.593750 Penalty: 4325.267090
	Iteration 50Q: 3 clusters Score -478663.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -478664.125000 Penalty: 4325.267090
	Iteration 51Q: 3 clusters Score -478664.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -478664.625000 Penalty: 4325.267090
	Iteration 52Q: 3 clusters Score -478664.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -478664.937500 Penalty: 4325.267090
	Iteration 53Q: 3 clusters Score -478664.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -478665.343750 Penalty: 4325.267090
	Iteration 54Q: 3 clusters Score -478665.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -478665.593750 Penalty: 4325.267090
	Iteration 55Q: 3 clusters Score -478665.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -478666.875000 Penalty: 4325.267090
	Iteration 56Q: 3 clusters Score -478666.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -478668.906250 Penalty: 4325.267090
	Iteration 57Q: 3 clusters Score -478668.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -478669.875000 Penalty: 4325.267090
	Iteration 58Q: 3 clusters Score -478669.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -478669.843750 Penalty: 4325.267090
	Iteration 59Q: 3 clusters Score -478669.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -478670.718750 Penalty: 4325.267090
	Iteration 60F: 3 clusters Score -478670.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -478671.718750 Penalty: 4325.267090
	Iteration 61Q: 3 clusters Score -478671.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -478671.531250 Penalty: 4325.267090
	Iteration 62Q: 3 clusters Score -478671.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -478671.531250 Penalty: 4325.267090
	Iteration 63F: 3 clusters Score -478671.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (77176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77176 members 
Entering Unmasked Estep 
Score: -6067168.500000 Penalty: 2790.953369
	Iteration 0F: 2 clusters Score -6067168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38606 members 
Mstep: Class 2 contains 38570 members 
Entering Unmasked Estep 
Score: -6015384.500000 Penalty: 5581.906738
	Iteration 0F: 3 clusters Score -6015384 nChanged 36132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38440 members 
Mstep: Class 2 contains 38736 members 
Entering Unmasked Estep 
Score: -6035721.500000 Penalty: 5581.906738
	Iteration 1F: 3 clusters Score -6035722 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38379 members 
Mstep: Class 2 contains 38797 members 
Entering Unmasked Estep 
Score: -6036295.000000 Penalty: 5581.906738
	Iteration 2Q: 3 clusters Score -6036295 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38287 members 
Mstep: Class 2 contains 38889 members 
Entering Unmasked Estep 
Score: -6036809.500000 Penalty: 5581.906738
	Iteration 3Q: 3 clusters Score -6036810 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38159 members 
Mstep: Class 2 contains 39017 members 
Entering Unmasked Estep 
Score: -6037258.000000 Penalty: 5581.906738
	Iteration 4Q: 3 clusters Score -6037258 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38025 members 
Mstep: Class 2 contains 39151 members 
Entering Unmasked Estep 
Score: -6037736.500000 Penalty: 5581.906738
	Iteration 5Q: 3 clusters Score -6037736 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37866 members 
Mstep: Class 2 contains 39310 members 
Entering Unmasked Estep 
Score: -6038178.000000 Penalty: 5581.906738
	Iteration 6Q: 3 clusters Score -6038178 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37661 members 
Mstep: Class 2 contains 39515 members 
Entering Unmasked Estep 
Score: -6038601.500000 Penalty: 5581.906738
	Iteration 7Q: 3 clusters Score -6038602 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37361 members 
Mstep: Class 2 contains 39815 members 
Entering Unmasked Estep 
Score: -6039061.500000 Penalty: 5581.906738
	Iteration 8Q: 3 clusters Score -6039062 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37033 members 
Mstep: Class 2 contains 40143 members 
Entering Unmasked Estep 
Score: -6039622.500000 Penalty: 5581.906738
	Iteration 9Q: 3 clusters Score -6039622 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36544 members 
Mstep: Class 2 contains 40632 members 
Entering Unmasked Estep 
Score: -6040178.000000 Penalty: 5581.906738
	Iteration 10Q: 3 clusters Score -6040178 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35856 members 
Mstep: Class 2 contains 41320 members 
Entering Unmasked Estep 
Score: -6040964.000000 Penalty: 5581.906738
	Iteration 11Q: 3 clusters Score -6040964 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34924 members 
Mstep: Class 2 contains 42252 members 
Entering Unmasked Estep 
Score: -6041871.500000 Penalty: 5581.906738
	Iteration 12Q: 3 clusters Score -6041872 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33708 members 
Mstep: Class 2 contains 43468 members 
Entering Unmasked Estep 
Score: -6043054.500000 Penalty: 5581.906738
	Iteration 13Q: 3 clusters Score -6043054 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32177 members 
Mstep: Class 2 contains 44999 members 
Entering Unmasked Estep 
Score: -6044636.500000 Penalty: 5581.906738
	Iteration 14Q: 3 clusters Score -6044636 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30430 members 
Mstep: Class 2 contains 46746 members 
Entering Unmasked Estep 
Score: -6046630.000000 Penalty: 5581.906738
	Iteration 15Q: 3 clusters Score -6046630 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28650 members 
Mstep: Class 2 contains 48526 members 
Entering Unmasked Estep 
Score: -6048754.000000 Penalty: 5581.906738
	Iteration 16Q: 3 clusters Score -6048754 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27053 members 
Mstep: Class 2 contains 50123 members 
Entering Unmasked Estep 
Score: -6050611.500000 Penalty: 5581.906738
	Iteration 17Q: 3 clusters Score -6050612 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25614 members 
Mstep: Class 2 contains 51562 members 
Entering Unmasked Estep 
Score: -6051720.500000 Penalty: 5581.906738
	Iteration 18Q: 3 clusters Score -6051720 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24267 members 
Mstep: Class 2 contains 52909 members 
Entering Unmasked Estep 
Score: -6052354.000000 Penalty: 5581.906738
	Iteration 19Q: 3 clusters Score -6052354 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22874 members 
Mstep: Class 2 contains 54302 members 
Entering Unmasked Estep 
Score: -6052878.500000 Penalty: 5581.906738
	Iteration 20F: 3 clusters Score -6052878 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21487 members 
Mstep: Class 2 contains 55689 members 
Entering Unmasked Estep 
Score: -6053344.500000 Penalty: 5581.906738
	Iteration 21Q: 3 clusters Score -6053344 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20024 members 
Mstep: Class 2 contains 57152 members 
Entering Unmasked Estep 
Score: -6053834.500000 Penalty: 5581.906738
	Iteration 22Q: 3 clusters Score -6053834 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18495 members 
Mstep: Class 2 contains 58681 members 
Entering Unmasked Estep 
Score: -6054363.500000 Penalty: 5581.906738
	Iteration 23Q: 3 clusters Score -6054364 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16942 members 
Mstep: Class 2 contains 60234 members 
Entering Unmasked Estep 
Score: -6054933.000000 Penalty: 5581.906738
	Iteration 24Q: 3 clusters Score -6054933 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 61906 members 
Entering Unmasked Estep 
Score: -6055624.000000 Penalty: 5581.906738
	Iteration 25Q: 3 clusters Score -6055624 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 63578 members 
Entering Unmasked Estep 
Score: -6056386.500000 Penalty: 5581.906738
	Iteration 26Q: 3 clusters Score -6056386 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 65281 members 
Entering Unmasked Estep 
Score: -6057159.000000 Penalty: 5581.906738
	Iteration 27Q: 3 clusters Score -6057159 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 67012 members 
Entering Unmasked Estep 
Score: -6058099.000000 Penalty: 5581.906738
	Iteration 28Q: 3 clusters Score -6058099 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 68662 members 
Entering Unmasked Estep 
Score: -6059072.000000 Penalty: 5581.906738
	Iteration 29Q: 3 clusters Score -6059072 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 70204 members 
Entering Unmasked Estep 
Score: -6060041.000000 Penalty: 5581.906738
	Iteration 30Q: 3 clusters Score -6060041 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 71663 members 
Entering Unmasked Estep 
Score: -6060960.500000 Penalty: 5581.906738
	Iteration 31Q: 3 clusters Score -6060960 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 72942 members 
Entering Unmasked Estep 
Score: -6061836.500000 Penalty: 5581.906738
	Iteration 32Q: 3 clusters Score -6061836 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 74045 members 
Entering Unmasked Estep 
Score: -6062624.500000 Penalty: 5581.906738
	Iteration 33Q: 3 clusters Score -6062624 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 74938 members 
Entering Unmasked Estep 
Score: -6063268.000000 Penalty: 5581.906738
	Iteration 34Q: 3 clusters Score -6063268 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 75614 members 
Entering Unmasked Estep 
Score: -6063775.000000 Penalty: 5581.906738
	Iteration 35Q: 3 clusters Score -6063775 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 76057 members 
Entering Unmasked Estep 
Score: -6064177.500000 Penalty: 5581.906738
	Iteration 36Q: 3 clusters Score -6064178 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 76351 members 
Entering Unmasked Estep 
Score: -6064385.000000 Penalty: 5581.906738
	Iteration 37Q: 3 clusters Score -6064385 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 76521 members 
Entering Unmasked Estep 
Score: -6064481.500000 Penalty: 5581.906738
	Iteration 38Q: 3 clusters Score -6064482 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 76613 members 
Entering Unmasked Estep 
Score: -6064554.500000 Penalty: 5581.906738
	Iteration 39Q: 3 clusters Score -6064554 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 76677 members 
Entering Unmasked Estep 
Score: -6064610.000000 Penalty: 5581.906738
	Iteration 40F: 3 clusters Score -6064610 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 76717 members 
Entering Unmasked Estep 
Score: -6064638.500000 Penalty: 5581.906738
	Iteration 41Q: 3 clusters Score -6064638 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 76740 members 
Entering Unmasked Estep 
Score: -6064674.500000 Penalty: 5581.906738
	Iteration 42Q: 3 clusters Score -6064674 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 76757 members 
Entering Unmasked Estep 
Score: -6064693.000000 Penalty: 5581.906738
	Iteration 43Q: 3 clusters Score -6064693 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 76779 members 
Entering Unmasked Estep 
Score: -6064732.000000 Penalty: 5581.906738
	Iteration 44Q: 3 clusters Score -6064732 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 76797 members 
Entering Unmasked Estep 
Score: -6064756.000000 Penalty: 5581.906738
	Iteration 45Q: 3 clusters Score -6064756 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 76807 members 
Entering Unmasked Estep 
Score: -6064770.500000 Penalty: 5581.906738
	Iteration 46Q: 3 clusters Score -6064770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 76814 members 
Entering Unmasked Estep 
Score: -6064774.500000 Penalty: 5581.906738
	Iteration 47Q: 3 clusters Score -6064774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 76819 members 
Entering Unmasked Estep 
Score: -6064776.000000 Penalty: 5581.906738
	Iteration 48Q: 3 clusters Score -6064776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 76823 members 
Entering Unmasked Estep 
Score: -6064784.000000 Penalty: 5581.906738
	Iteration 49Q: 3 clusters Score -6064784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 76825 members 
Entering Unmasked Estep 
Score: -6064785.000000 Penalty: 5581.906738
	Iteration 50Q: 3 clusters Score -6064785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 76826 members 
Entering Unmasked Estep 
Score: -6064788.500000 Penalty: 5581.906738
	Iteration 51Q: 3 clusters Score -6064788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 76827 members 
Entering Unmasked Estep 
Score: -6064788.500000 Penalty: 5581.906738
	Iteration 52Q: 3 clusters Score -6064788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 76828 members 
Entering Unmasked Estep 
Score: -6064790.500000 Penalty: 5581.906738
	Iteration 53Q: 3 clusters Score -6064790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 76829 members 
Entering Unmasked Estep 
Score: -6064786.500000 Penalty: 5581.906738
	Iteration 54Q: 3 clusters Score -6064786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 76829 members 
Entering Unmasked Estep 
Score: -6064786.500000 Penalty: 5581.906738
	Iteration 55F: 3 clusters Score -6064786 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (73511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73511 members 
Entering Unmasked Estep 
Score: -5936604.000000 Penalty: 2778.887207
	Iteration 0F: 2 clusters Score -5936604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36754 members 
Mstep: Class 2 contains 36757 members 
Entering Unmasked Estep 
Score: -5887328.000000 Penalty: 5557.774414
	Iteration 0F: 3 clusters Score -5887328 nChanged 34408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35274 members 
Mstep: Class 2 contains 38237 members 
Entering Unmasked Estep 
Score: -5906791.500000 Penalty: 5557.774414
	Iteration 1F: 3 clusters Score -5906792 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34312 members 
Mstep: Class 2 contains 39199 members 
Entering Unmasked Estep 
Score: -5908030.500000 Penalty: 5557.774414
	Iteration 2Q: 3 clusters Score -5908030 nChanged 3844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32734 members 
Mstep: Class 2 contains 40777 members 
Entering Unmasked Estep 
Score: -5910047.000000 Penalty: 5557.774414
	Iteration 3F: 3 clusters Score -5910047 nChanged 4838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30346 members 
Mstep: Class 2 contains 43165 members 
Entering Unmasked Estep 
Score: -5913087.500000 Penalty: 5557.774414
	Iteration 4F: 3 clusters Score -5913088 nChanged 5496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27254 members 
Mstep: Class 2 contains 46257 members 
Entering Unmasked Estep 
Score: -5916920.000000 Penalty: 5557.774414
	Iteration 5F: 3 clusters Score -5916920 nChanged 5714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23612 members 
Mstep: Class 2 contains 49899 members 
Entering Unmasked Estep 
Score: -5920930.500000 Penalty: 5557.774414
	Iteration 6F: 3 clusters Score -5920930 nChanged 4998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20034 members 
Mstep: Class 2 contains 53477 members 
Entering Unmasked Estep 
Score: -5924338.000000 Penalty: 5557.774414
	Iteration 7F: 3 clusters Score -5924338 nChanged 4089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16823 members 
Mstep: Class 2 contains 56688 members 
Entering Unmasked Estep 
Score: -5926931.500000 Penalty: 5557.774414
	Iteration 8F: 3 clusters Score -5926932 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 59554 members 
Entering Unmasked Estep 
Score: -5928882.000000 Penalty: 5557.774414
	Iteration 9Q: 3 clusters Score -5928882 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 62044 members 
Entering Unmasked Estep 
Score: -5930385.000000 Penalty: 5557.774414
	Iteration 10Q: 3 clusters Score -5930385 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 64135 members 
Entering Unmasked Estep 
Score: -5931527.000000 Penalty: 5557.774414
	Iteration 11Q: 3 clusters Score -5931527 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 65891 members 
Entering Unmasked Estep 
Score: -5932458.500000 Penalty: 5557.774414
	Iteration 12Q: 3 clusters Score -5932458 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 67318 members 
Entering Unmasked Estep 
Score: -5933168.000000 Penalty: 5557.774414
	Iteration 13Q: 3 clusters Score -5933168 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 68418 members 
Entering Unmasked Estep 
Score: -5933660.000000 Penalty: 5557.774414
	Iteration 14Q: 3 clusters Score -5933660 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 69271 members 
Entering Unmasked Estep 
Score: -5933993.500000 Penalty: 5557.774414
	Iteration 15Q: 3 clusters Score -5933994 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 69912 members 
Entering Unmasked Estep 
Score: -5934267.500000 Penalty: 5557.774414
	Iteration 16Q: 3 clusters Score -5934268 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 70403 members 
Entering Unmasked Estep 
Score: -5934429.000000 Penalty: 5557.774414
	Iteration 17Q: 3 clusters Score -5934429 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 70739 members 
Entering Unmasked Estep 
Score: -5934518.500000 Penalty: 5557.774414
	Iteration 18Q: 3 clusters Score -5934518 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 70993 members 
Entering Unmasked Estep 
Score: -5934616.500000 Penalty: 5557.774414
	Iteration 19Q: 3 clusters Score -5934616 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 71191 members 
Entering Unmasked Estep 
Score: -5934676.500000 Penalty: 5557.774414
	Iteration 20F: 3 clusters Score -5934676 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 71335 members 
Entering Unmasked Estep 
Score: -5934746.500000 Penalty: 5557.774414
	Iteration 21Q: 3 clusters Score -5934746 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 71447 members 
Entering Unmasked Estep 
Score: -5934764.000000 Penalty: 5557.774414
	Iteration 22Q: 3 clusters Score -5934764 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 71532 members 
Entering Unmasked Estep 
Score: -5934808.000000 Penalty: 5557.774414
	Iteration 23Q: 3 clusters Score -5934808 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 71605 members 
Entering Unmasked Estep 
Score: -5934818.000000 Penalty: 5557.774414
	Iteration 24Q: 3 clusters Score -5934818 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 71647 members 
Entering Unmasked Estep 
Score: -5934829.500000 Penalty: 5557.774414
	Iteration 25Q: 3 clusters Score -5934830 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 71682 members 
Entering Unmasked Estep 
Score: -5934840.000000 Penalty: 5557.774414
	Iteration 26Q: 3 clusters Score -5934840 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 71729 members 
Entering Unmasked Estep 
Score: -5934852.000000 Penalty: 5557.774414
	Iteration 27Q: 3 clusters Score -5934852 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 71763 members 
Entering Unmasked Estep 
Score: -5934866.000000 Penalty: 5557.774414
	Iteration 28Q: 3 clusters Score -5934866 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 71783 members 
Entering Unmasked Estep 
Score: -5934876.000000 Penalty: 5557.774414
	Iteration 29Q: 3 clusters Score -5934876 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 71800 members 
Entering Unmasked Estep 
Score: -5934862.000000 Penalty: 5557.774414
	Iteration 30Q: 3 clusters Score -5934862 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 71816 members 
Entering Unmasked Estep 
Score: -5934863.000000 Penalty: 5557.774414
	Iteration 31Q: 3 clusters Score -5934863 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 71828 members 
Entering Unmasked Estep 
Score: -5934868.500000 Penalty: 5557.774414
	Iteration 32Q: 3 clusters Score -5934868 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 71839 members 
Entering Unmasked Estep 
Score: -5934876.000000 Penalty: 5557.774414
	Iteration 33Q: 3 clusters Score -5934876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 71844 members 
Entering Unmasked Estep 
Score: -5934875.000000 Penalty: 5557.774414
	Iteration 34Q: 3 clusters Score -5934875 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 71852 members 
Entering Unmasked Estep 
Score: -5934876.500000 Penalty: 5557.774414
	Iteration 35Q: 3 clusters Score -5934876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 71857 members 
Entering Unmasked Estep 
Score: -5934884.000000 Penalty: 5557.774414
	Iteration 36Q: 3 clusters Score -5934884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 71857 members 
Entering Unmasked Estep 
Score: -5934881.500000 Penalty: 5557.774414
	Iteration 37Q: 3 clusters Score -5934882 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 71867 members 
Entering Unmasked Estep 
Score: -5934880.000000 Penalty: 5557.774414
	Iteration 38Q: 3 clusters Score -5934880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 71871 members 
Entering Unmasked Estep 
Score: -5934872.500000 Penalty: 5557.774414
	Iteration 39Q: 3 clusters Score -5934872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 71871 members 
Entering Unmasked Estep 
Score: -5934877.500000 Penalty: 5557.774414
	Iteration 40F: 3 clusters Score -5934878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 71873 members 
Entering Unmasked Estep 
Score: -5934875.500000 Penalty: 5557.774414
	Iteration 41Q: 3 clusters Score -5934876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 71876 members 
Entering Unmasked Estep 
Score: -5934877.000000 Penalty: 5557.774414
	Iteration 42Q: 3 clusters Score -5934877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 71876 members 
Entering Unmasked Estep 
Score: -5934876.500000 Penalty: 5557.774414
	Iteration 43Q: 3 clusters Score -5934876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 71876 members 
Entering Unmasked Estep 
Score: -5934876.500000 Penalty: 5557.774414
	Iteration 44F: 3 clusters Score -5934876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Entering Unmasked Estep 
Score: -390241.187500 Penalty: 2109.971680
	Iteration 0F: 2 clusters Score -390241.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -385769.281250 Penalty: 4219.943359
	Iteration 0F: 3 clusters Score -385769.3 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -386801.250000 Penalty: 4219.943359
	Iteration 1F: 3 clusters Score -386801.2 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -386998.656250 Penalty: 4219.943359
	Iteration 2F: 3 clusters Score -386998.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -387116.437500 Penalty: 4219.943359
	Iteration 3Q: 3 clusters Score -387116.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -387197.718750 Penalty: 4219.943359
	Iteration 4Q: 3 clusters Score -387197.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -387256.843750 Penalty: 4219.943359
	Iteration 5Q: 3 clusters Score -387256.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -387333.281250 Penalty: 4219.943359
	Iteration 6Q: 3 clusters Score -387333.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -387403.437500 Penalty: 4219.943359
	Iteration 7Q: 3 clusters Score -387403.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -387469.250000 Penalty: 4219.943359
	Iteration 8Q: 3 clusters Score -387469.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -387517.406250 Penalty: 4219.943359
	Iteration 9Q: 3 clusters Score -387517.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -387556.375000 Penalty: 4219.943359
	Iteration 10Q: 3 clusters Score -387556.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -387589.781250 Penalty: 4219.943359
	Iteration 11Q: 3 clusters Score -387589.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -387632.562500 Penalty: 4219.943359
	Iteration 12Q: 3 clusters Score -387632.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -387663.562500 Penalty: 4219.943359
	Iteration 13Q: 3 clusters Score -387663.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -387686.468750 Penalty: 4219.943359
	Iteration 14Q: 3 clusters Score -387686.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -387713.156250 Penalty: 4219.943359
	Iteration 15Q: 3 clusters Score -387713.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -387733.062500 Penalty: 4219.943359
	Iteration 16Q: 3 clusters Score -387733.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -387754.312500 Penalty: 4219.943359
	Iteration 17Q: 3 clusters Score -387754.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -387770.406250 Penalty: 4219.943359
	Iteration 18Q: 3 clusters Score -387770.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -387783.593750 Penalty: 4219.943359
	Iteration 19Q: 3 clusters Score -387783.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -387796.593750 Penalty: 4219.943359
	Iteration 20F: 3 clusters Score -387796.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -387813.937500 Penalty: 4219.943359
	Iteration 21Q: 3 clusters Score -387813.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -387824.312500 Penalty: 4219.943359
	Iteration 22Q: 3 clusters Score -387824.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -387833.718750 Penalty: 4219.943359
	Iteration 23Q: 3 clusters Score -387833.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -387840.375000 Penalty: 4219.943359
	Iteration 24Q: 3 clusters Score -387840.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -387847.781250 Penalty: 4219.943359
	Iteration 25Q: 3 clusters Score -387847.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -387855.218750 Penalty: 4219.943359
	Iteration 26Q: 3 clusters Score -387855.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -387861.656250 Penalty: 4219.943359
	Iteration 27Q: 3 clusters Score -387861.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -387866.625000 Penalty: 4219.943359
	Iteration 28Q: 3 clusters Score -387866.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -387869.625000 Penalty: 4219.943359
	Iteration 29Q: 3 clusters Score -387869.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -387870.750000 Penalty: 4219.943359
	Iteration 30Q: 3 clusters Score -387870.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -387872.687500 Penalty: 4219.943359
	Iteration 31Q: 3 clusters Score -387872.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -387874.062500 Penalty: 4219.943359
	Iteration 32Q: 3 clusters Score -387874.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -387877.500000 Penalty: 4219.943359
	Iteration 33Q: 3 clusters Score -387877.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -387880.000000 Penalty: 4219.943359
	Iteration 34Q: 3 clusters Score -387880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -387880.812500 Penalty: 4219.943359
	Iteration 35Q: 3 clusters Score -387880.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -387881.406250 Penalty: 4219.943359
	Iteration 36Q: 3 clusters Score -387881.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -387882.843750 Penalty: 4219.943359
	Iteration 37Q: 3 clusters Score -387882.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -387883.812500 Penalty: 4219.943359
	Iteration 38Q: 3 clusters Score -387883.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -387884.781250 Penalty: 4219.943359
	Iteration 39Q: 3 clusters Score -387884.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -387884.968750 Penalty: 4219.943359
	Iteration 40F: 3 clusters Score -387885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -387885.375000 Penalty: 4219.943359
	Iteration 41Q: 3 clusters Score -387885.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -387885.375000 Penalty: 4219.943359
	Iteration 42F: 3 clusters Score -387885.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Entering Unmasked Estep 
Score: -678227.125000 Penalty: 2253.950928
	Iteration 0F: 2 clusters Score -678227.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -671283.125000 Penalty: 4507.901855
	Iteration 0F: 3 clusters Score -671283.1 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -673348.500000 Penalty: 4507.901855
	Iteration 1F: 3 clusters Score -673348.5 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -673877.687500 Penalty: 4507.901855
	Iteration 2F: 3 clusters Score -673877.7 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -674421.500000 Penalty: 4507.901855
	Iteration 3F: 3 clusters Score -674421.5 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -674928.625000 Penalty: 4507.901855
	Iteration 4F: 3 clusters Score -674928.6 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -675382.125000 Penalty: 4507.901855
	Iteration 5F: 3 clusters Score -675382.1 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -675770.812500 Penalty: 4507.901855
	Iteration 6F: 3 clusters Score -675770.8 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -676086.375000 Penalty: 4507.901855
	Iteration 7Q: 3 clusters Score -676086.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -676279.625000 Penalty: 4507.901855
	Iteration 8Q: 3 clusters Score -676279.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -676396.687500 Penalty: 4507.901855
	Iteration 9Q: 3 clusters Score -676396.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -676465.375000 Penalty: 4507.901855
	Iteration 10Q: 3 clusters Score -676465.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -676514.000000 Penalty: 4507.901855
	Iteration 11Q: 3 clusters Score -676514 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -676550.250000 Penalty: 4507.901855
	Iteration 12Q: 3 clusters Score -676550.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -676580.812500 Penalty: 4507.901855
	Iteration 13Q: 3 clusters Score -676580.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -676615.000000 Penalty: 4507.901855
	Iteration 14Q: 3 clusters Score -676615 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -676650.437500 Penalty: 4507.901855
	Iteration 15Q: 3 clusters Score -676650.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -676690.375000 Penalty: 4507.901855
	Iteration 16Q: 3 clusters Score -676690.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -676727.875000 Penalty: 4507.901855
	Iteration 17Q: 3 clusters Score -676727.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -676773.312500 Penalty: 4507.901855
	Iteration 18Q: 3 clusters Score -676773.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -676820.562500 Penalty: 4507.901855
	Iteration 19Q: 3 clusters Score -676820.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -676865.500000 Penalty: 4507.901855
	Iteration 20F: 3 clusters Score -676865.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -676912.250000 Penalty: 4507.901855
	Iteration 21Q: 3 clusters Score -676912.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -676981.812500 Penalty: 4507.901855
	Iteration 22Q: 3 clusters Score -676981.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -677089.562500 Penalty: 4507.901855
	Iteration 23Q: 3 clusters Score -677089.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -677233.187500 Penalty: 4507.901855
	Iteration 24Q: 3 clusters Score -677233.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -677345.312500 Penalty: 4507.901855
	Iteration 25Q: 3 clusters Score -677345.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -677419.000000 Penalty: 4507.901855
	Iteration 26Q: 3 clusters Score -677419 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -677461.687500 Penalty: 4507.901855
	Iteration 27Q: 3 clusters Score -677461.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -677489.375000 Penalty: 4507.901855
	Iteration 28Q: 3 clusters Score -677489.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -677503.875000 Penalty: 4507.901855
	Iteration 29Q: 3 clusters Score -677503.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -677508.125000 Penalty: 4507.901855
	Iteration 30Q: 3 clusters Score -677508.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -677509.437500 Penalty: 4507.901855
	Iteration 31Q: 3 clusters Score -677509.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -677513.000000 Penalty: 4507.901855
	Iteration 32Q: 3 clusters Score -677513 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -677517.375000 Penalty: 4507.901855
	Iteration 33Q: 3 clusters Score -677517.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -677520.000000 Penalty: 4507.901855
	Iteration 34Q: 3 clusters Score -677520 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -677522.062500 Penalty: 4507.901855
	Iteration 35Q: 3 clusters Score -677522.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -677523.812500 Penalty: 4507.901855
	Iteration 36Q: 3 clusters Score -677523.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -677524.750000 Penalty: 4507.901855
	Iteration 37Q: 3 clusters Score -677524.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -677526.250000 Penalty: 4507.901855
	Iteration 38Q: 3 clusters Score -677526.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -677526.750000 Penalty: 4507.901855
	Iteration 39Q: 3 clusters Score -677526.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -677527.625000 Penalty: 4507.901855
	Iteration 40F: 3 clusters Score -677527.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -677529.062500 Penalty: 4507.901855
	Iteration 41Q: 3 clusters Score -677529.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -677532.187500 Penalty: 4507.901855
	Iteration 42Q: 3 clusters Score -677532.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -677532.000000 Penalty: 4507.901855
	Iteration 43Q: 3 clusters Score -677532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -677535.750000 Penalty: 4507.901855
	Iteration 44Q: 3 clusters Score -677535.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -677534.625000 Penalty: 4507.901855
	Iteration 45Q: 3 clusters Score -677534.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -677534.812500 Penalty: 4507.901855
	Iteration 46Q: 3 clusters Score -677534.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -677534.812500 Penalty: 4507.901855
	Iteration 47F: 3 clusters Score -677534.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Entering Unmasked Estep 
Score: -1053989.625000 Penalty: 2371.946777
	Iteration 0F: 2 clusters Score -1053990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1043530.250000 Penalty: 4743.893555
	Iteration 0F: 3 clusters Score -1043530 nChanged 6157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1046886.687500 Penalty: 4743.893555
	Iteration 1F: 3 clusters Score -1046887 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1047368.687500 Penalty: 4743.893555
	Iteration 2F: 3 clusters Score -1047369 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1047795.500000 Penalty: 4743.893555
	Iteration 3F: 3 clusters Score -1047796 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1048196.562500 Penalty: 4743.893555
	Iteration 4F: 3 clusters Score -1048197 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1048579.000000 Penalty: 4743.893555
	Iteration 5F: 3 clusters Score -1048579 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1048930.000000 Penalty: 4743.893555
	Iteration 6Q: 3 clusters Score -1048930 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -1049281.375000 Penalty: 4743.893555
	Iteration 7Q: 3 clusters Score -1049281 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -1049651.750000 Penalty: 4743.893555
	Iteration 8Q: 3 clusters Score -1049652 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -1050009.000000 Penalty: 4743.893555
	Iteration 9Q: 3 clusters Score -1050009 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -1050305.375000 Penalty: 4743.893555
	Iteration 10Q: 3 clusters Score -1050305 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -1050605.750000 Penalty: 4743.893555
	Iteration 11Q: 3 clusters Score -1050606 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -1050939.875000 Penalty: 4743.893555
	Iteration 12Q: 3 clusters Score -1050940 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -1051221.000000 Penalty: 4743.893555
	Iteration 13Q: 3 clusters Score -1051221 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -1051483.500000 Penalty: 4743.893555
	Iteration 14Q: 3 clusters Score -1051484 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -1051699.625000 Penalty: 4743.893555
	Iteration 15Q: 3 clusters Score -1051700 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -1051909.875000 Penalty: 4743.893555
	Iteration 16Q: 3 clusters Score -1051910 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -1052085.500000 Penalty: 4743.893555
	Iteration 17Q: 3 clusters Score -1052086 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -1052197.250000 Penalty: 4743.893555
	Iteration 18Q: 3 clusters Score -1052197 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -1052268.250000 Penalty: 4743.893555
	Iteration 19Q: 3 clusters Score -1052268 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -1052333.875000 Penalty: 4743.893555
	Iteration 20F: 3 clusters Score -1052334 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -1052381.500000 Penalty: 4743.893555
	Iteration 21Q: 3 clusters Score -1052382 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -1052415.500000 Penalty: 4743.893555
	Iteration 22Q: 3 clusters Score -1052416 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -1052440.625000 Penalty: 4743.893555
	Iteration 23Q: 3 clusters Score -1052441 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -1052465.000000 Penalty: 4743.893555
	Iteration 24Q: 3 clusters Score -1052465 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -1052478.375000 Penalty: 4743.893555
	Iteration 25Q: 3 clusters Score -1052478 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -1052490.875000 Penalty: 4743.893555
	Iteration 26Q: 3 clusters Score -1052491 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -1052498.875000 Penalty: 4743.893555
	Iteration 27Q: 3 clusters Score -1052499 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -1052501.625000 Penalty: 4743.893555
	Iteration 28Q: 3 clusters Score -1052502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -1052503.625000 Penalty: 4743.893555
	Iteration 29Q: 3 clusters Score -1052504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -1052506.000000 Penalty: 4743.893555
	Iteration 30Q: 3 clusters Score -1052506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -1052506.000000 Penalty: 4743.893555
	Iteration 31Q: 3 clusters Score -1052506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -1052507.875000 Penalty: 4743.893555
	Iteration 32Q: 3 clusters Score -1052508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -1052507.000000 Penalty: 4743.893555
	Iteration 33Q: 3 clusters Score -1052507 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -1052506.875000 Penalty: 4743.893555
	Iteration 34Q: 3 clusters Score -1052507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -1052507.875000 Penalty: 4743.893555
	Iteration 35Q: 3 clusters Score -1052508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -1052507.875000 Penalty: 4743.893555
	Iteration 36F: 3 clusters Score -1052508 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Entering Unmasked Estep 
Score: -359912.500000 Penalty: 2102.088379
	Iteration 0F: 2 clusters Score -359912.5 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 2398 members 
Entering Unmasked Estep 
Score: -355562.656250 Penalty: 4204.176758
	Iteration 0F: 3 clusters Score -355562.7 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -356604.187500 Penalty: 4204.176758
	Iteration 1F: 3 clusters Score -356604.2 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -356864.406250 Penalty: 4204.176758
	Iteration 2F: 3 clusters Score -356864.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -357045.750000 Penalty: 4204.176758
	Iteration 3F: 3 clusters Score -357045.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -357186.718750 Penalty: 4204.176758
	Iteration 4Q: 3 clusters Score -357186.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -357284.343750 Penalty: 4204.176758
	Iteration 5Q: 3 clusters Score -357284.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -357360.906250 Penalty: 4204.176758
	Iteration 6Q: 3 clusters Score -357360.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -357421.000000 Penalty: 4204.176758
	Iteration 7Q: 3 clusters Score -357421 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -357476.250000 Penalty: 4204.176758
	Iteration 8Q: 3 clusters Score -357476.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -357526.125000 Penalty: 4204.176758
	Iteration 9Q: 3 clusters Score -357526.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -357564.968750 Penalty: 4204.176758
	Iteration 10Q: 3 clusters Score -357565 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -357594.312500 Penalty: 4204.176758
	Iteration 11Q: 3 clusters Score -357594.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -357624.375000 Penalty: 4204.176758
	Iteration 12Q: 3 clusters Score -357624.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -357658.593750 Penalty: 4204.176758
	Iteration 13Q: 3 clusters Score -357658.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -357685.531250 Penalty: 4204.176758
	Iteration 14Q: 3 clusters Score -357685.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -357714.312500 Penalty: 4204.176758
	Iteration 15Q: 3 clusters Score -357714.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -357747.625000 Penalty: 4204.176758
	Iteration 16Q: 3 clusters Score -357747.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -357787.187500 Penalty: 4204.176758
	Iteration 17Q: 3 clusters Score -357787.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -357836.656250 Penalty: 4204.176758
	Iteration 18Q: 3 clusters Score -357836.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -357912.125000 Penalty: 4204.176758
	Iteration 19Q: 3 clusters Score -357912.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -358021.750000 Penalty: 4204.176758
	Iteration 20F: 3 clusters Score -358021.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -358147.968750 Penalty: 4204.176758
	Iteration 21Q: 3 clusters Score -358148 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -358277.781250 Penalty: 4204.176758
	Iteration 22Q: 3 clusters Score -358277.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -358411.718750 Penalty: 4204.176758
	Iteration 23Q: 3 clusters Score -358411.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -358516.812500 Penalty: 4204.176758
	Iteration 24Q: 3 clusters Score -358516.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -358604.843750 Penalty: 4204.176758
	Iteration 25Q: 3 clusters Score -358604.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -358669.656250 Penalty: 4204.176758
	Iteration 26Q: 3 clusters Score -358669.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -358718.093750 Penalty: 4204.176758
	Iteration 27Q: 3 clusters Score -358718.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -358752.875000 Penalty: 4204.176758
	Iteration 28Q: 3 clusters Score -358752.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -358781.156250 Penalty: 4204.176758
	Iteration 29Q: 3 clusters Score -358781.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -358806.125000 Penalty: 4204.176758
	Iteration 30Q: 3 clusters Score -358806.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -358835.343750 Penalty: 4204.176758
	Iteration 31Q: 3 clusters Score -358835.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -358874.250000 Penalty: 4204.176758
	Iteration 32Q: 3 clusters Score -358874.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -358913.968750 Penalty: 4204.176758
	Iteration 33Q: 3 clusters Score -358914 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -358959.218750 Penalty: 4204.176758
	Iteration 34Q: 3 clusters Score -358959.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -358997.312500 Penalty: 4204.176758
	Iteration 35Q: 3 clusters Score -358997.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -359030.843750 Penalty: 4204.176758
	Iteration 36Q: 3 clusters Score -359030.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -359066.843750 Penalty: 4204.176758
	Iteration 37Q: 3 clusters Score -359066.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -359105.437500 Penalty: 4204.176758
	Iteration 38Q: 3 clusters Score -359105.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -359142.156250 Penalty: 4204.176758
	Iteration 39Q: 3 clusters Score -359142.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -359160.343750 Penalty: 4204.176758
	Iteration 40F: 3 clusters Score -359160.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -359178.437500 Penalty: 4204.176758
	Iteration 41Q: 3 clusters Score -359178.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -359196.906250 Penalty: 4204.176758
	Iteration 42Q: 3 clusters Score -359196.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -359210.343750 Penalty: 4204.176758
	Iteration 43Q: 3 clusters Score -359210.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -359215.937500 Penalty: 4204.176758
	Iteration 44Q: 3 clusters Score -359215.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -359222.843750 Penalty: 4204.176758
	Iteration 45Q: 3 clusters Score -359222.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -359229.218750 Penalty: 4204.176758
	Iteration 46Q: 3 clusters Score -359229.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -359234.500000 Penalty: 4204.176758
	Iteration 47Q: 3 clusters Score -359234.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -359236.093750 Penalty: 4204.176758
	Iteration 48Q: 3 clusters Score -359236.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -359237.125000 Penalty: 4204.176758
	Iteration 49Q: 3 clusters Score -359237.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -359238.468750 Penalty: 4204.176758
	Iteration 50Q: 3 clusters Score -359238.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -359238.468750 Penalty: 4204.176758
	Iteration 51F: 3 clusters Score -359238.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Entering Unmasked Estep 
Score: -604604.687500 Penalty: 2223.877686
	Iteration 0F: 2 clusters Score -604604.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -598324.562500 Penalty: 4447.755371
	Iteration 0F: 3 clusters Score -598324.6 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -600067.187500 Penalty: 4447.755371
	Iteration 1F: 3 clusters Score -600067.2 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -600384.000000 Penalty: 4447.755371
	Iteration 2F: 3 clusters Score -600384 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -600704.687500 Penalty: 4447.755371
	Iteration 3F: 3 clusters Score -600704.7 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -601035.625000 Penalty: 4447.755371
	Iteration 4F: 3 clusters Score -601035.6 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -601338.187500 Penalty: 4447.755371
	Iteration 5F: 3 clusters Score -601338.2 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -601610.625000 Penalty: 4447.755371
	Iteration 6Q: 3 clusters Score -601610.6 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -601866.437500 Penalty: 4447.755371
	Iteration 7Q: 3 clusters Score -601866.4 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -602097.875000 Penalty: 4447.755371
	Iteration 8Q: 3 clusters Score -602097.9 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -602321.125000 Penalty: 4447.755371
	Iteration 9Q: 3 clusters Score -602321.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -602532.812500 Penalty: 4447.755371
	Iteration 10Q: 3 clusters Score -602532.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -602739.562500 Penalty: 4447.755371
	Iteration 11Q: 3 clusters Score -602739.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -602919.875000 Penalty: 4447.755371
	Iteration 12Q: 3 clusters Score -602919.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -603121.562500 Penalty: 4447.755371
	Iteration 13Q: 3 clusters Score -603121.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -603286.187500 Penalty: 4447.755371
	Iteration 14Q: 3 clusters Score -603286.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -603376.062500 Penalty: 4447.755371
	Iteration 15Q: 3 clusters Score -603376.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -603415.562500 Penalty: 4447.755371
	Iteration 16Q: 3 clusters Score -603415.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -603441.125000 Penalty: 4447.755371
	Iteration 17Q: 3 clusters Score -603441.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -603453.312500 Penalty: 4447.755371
	Iteration 18Q: 3 clusters Score -603453.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -603461.000000 Penalty: 4447.755371
	Iteration 19Q: 3 clusters Score -603461 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -603467.062500 Penalty: 4447.755371
	Iteration 20F: 3 clusters Score -603467.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -603471.625000 Penalty: 4447.755371
	Iteration 21Q: 3 clusters Score -603471.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -603473.937500 Penalty: 4447.755371
	Iteration 22Q: 3 clusters Score -603473.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -603475.312500 Penalty: 4447.755371
	Iteration 23Q: 3 clusters Score -603475.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -603479.812500 Penalty: 4447.755371
	Iteration 24Q: 3 clusters Score -603479.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -603481.187500 Penalty: 4447.755371
	Iteration 25Q: 3 clusters Score -603481.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -603482.312500 Penalty: 4447.755371
	Iteration 26Q: 3 clusters Score -603482.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -603481.687500 Penalty: 4447.755371
	Iteration 27Q: 3 clusters Score -603481.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -603483.375000 Penalty: 4447.755371
	Iteration 28Q: 3 clusters Score -603483.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -603483.375000 Penalty: 4447.755371
	Iteration 29F: 3 clusters Score -603483.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Entering Unmasked Estep 
Score: -488817.625000 Penalty: 2163.441895
	Iteration 0F: 2 clusters Score -488817.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -483595.687500 Penalty: 4326.883789
	Iteration 0F: 3 clusters Score -483595.7 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -484937.468750 Penalty: 4326.883789
	Iteration 1F: 3 clusters Score -484937.5 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -485185.937500 Penalty: 4326.883789
	Iteration 2F: 3 clusters Score -485185.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -485370.562500 Penalty: 4326.883789
	Iteration 3Q: 3 clusters Score -485370.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -485531.312500 Penalty: 4326.883789
	Iteration 4Q: 3 clusters Score -485531.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -485674.250000 Penalty: 4326.883789
	Iteration 5Q: 3 clusters Score -485674.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -485799.250000 Penalty: 4326.883789
	Iteration 6Q: 3 clusters Score -485799.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -485906.812500 Penalty: 4326.883789
	Iteration 7Q: 3 clusters Score -485906.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -486003.937500 Penalty: 4326.883789
	Iteration 8Q: 3 clusters Score -486003.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -486109.906250 Penalty: 4326.883789
	Iteration 9Q: 3 clusters Score -486109.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -486227.937500 Penalty: 4326.883789
	Iteration 10Q: 3 clusters Score -486227.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -486343.375000 Penalty: 4326.883789
	Iteration 11Q: 3 clusters Score -486343.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -486474.718750 Penalty: 4326.883789
	Iteration 12Q: 3 clusters Score -486474.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -486608.375000 Penalty: 4326.883789
	Iteration 13Q: 3 clusters Score -486608.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -486728.093750 Penalty: 4326.883789
	Iteration 14Q: 3 clusters Score -486728.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -486832.843750 Penalty: 4326.883789
	Iteration 15Q: 3 clusters Score -486832.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -486912.250000 Penalty: 4326.883789
	Iteration 16Q: 3 clusters Score -486912.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -486962.093750 Penalty: 4326.883789
	Iteration 17Q: 3 clusters Score -486962.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -486989.062500 Penalty: 4326.883789
	Iteration 18Q: 3 clusters Score -486989.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -487007.718750 Penalty: 4326.883789
	Iteration 19Q: 3 clusters Score -487007.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -487015.812500 Penalty: 4326.883789
	Iteration 20F: 3 clusters Score -487015.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -487023.375000 Penalty: 4326.883789
	Iteration 21Q: 3 clusters Score -487023.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -487026.906250 Penalty: 4326.883789
	Iteration 22Q: 3 clusters Score -487026.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -487029.218750 Penalty: 4326.883789
	Iteration 23Q: 3 clusters Score -487029.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -487030.312500 Penalty: 4326.883789
	Iteration 24Q: 3 clusters Score -487030.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -487032.656250 Penalty: 4326.883789
	Iteration 25Q: 3 clusters Score -487032.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -487036.187500 Penalty: 4326.883789
	Iteration 26Q: 3 clusters Score -487036.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -487038.406250 Penalty: 4326.883789
	Iteration 27Q: 3 clusters Score -487038.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -487041.718750 Penalty: 4326.883789
	Iteration 28Q: 3 clusters Score -487041.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -487046.031250 Penalty: 4326.883789
	Iteration 29Q: 3 clusters Score -487046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -487046.875000 Penalty: 4326.883789
	Iteration 30Q: 3 clusters Score -487046.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -487046.875000 Penalty: 4326.883789
	Iteration 31F: 3 clusters Score -487046.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (153497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153497 members 
Entering Unmasked Estep 
Score: -12292718.000000 Penalty: 2961.476318
	Iteration 0F: 2 clusters Score -1.229272e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76714 members 
Mstep: Class 2 contains 76783 members 
Entering Unmasked Estep 
Score: -12189739.000000 Penalty: 5922.952637
	Iteration 0F: 3 clusters Score -1.218974e+07 nChanged 73493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78555 members 
Mstep: Class 2 contains 74942 members 
Entering Unmasked Estep 
Score: -12233777.000000 Penalty: 5922.952637
	Iteration 1F: 3 clusters Score -1.223378e+07 nChanged 6888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80687 members 
Mstep: Class 2 contains 72810 members 
Entering Unmasked Estep 
Score: -12236848.000000 Penalty: 5922.952637
	Iteration 2Q: 3 clusters Score -1.223685e+07 nChanged 8882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84111 members 
Mstep: Class 2 contains 69386 members 
Entering Unmasked Estep 
Score: -12241875.000000 Penalty: 5922.952637
	Iteration 3F: 3 clusters Score -1.224188e+07 nChanged 10828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88779 members 
Mstep: Class 2 contains 64718 members 
Entering Unmasked Estep 
Score: -12248845.000000 Penalty: 5922.952637
	Iteration 4F: 3 clusters Score -1.224884e+07 nChanged 11751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94116 members 
Mstep: Class 2 contains 59381 members 
Entering Unmasked Estep 
Score: -12256236.000000 Penalty: 5922.952637
	Iteration 5F: 3 clusters Score -1.225624e+07 nChanged 10569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99215 members 
Mstep: Class 2 contains 54282 members 
Entering Unmasked Estep 
Score: -12261664.000000 Penalty: 5922.952637
	Iteration 6F: 3 clusters Score -1.226166e+07 nChanged 8326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103957 members 
Mstep: Class 2 contains 49540 members 
Entering Unmasked Estep 
Score: -12265272.000000 Penalty: 5922.952637
	Iteration 7F: 3 clusters Score -1.226527e+07 nChanged 6310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108561 members 
Mstep: Class 2 contains 44936 members 
Entering Unmasked Estep 
Score: -12267634.000000 Penalty: 5922.952637
	Iteration 8Q: 3 clusters Score -1.226763e+07 nChanged 5168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113279 members 
Mstep: Class 2 contains 40218 members 
Entering Unmasked Estep 
Score: -12269663.000000 Penalty: 5922.952637
	Iteration 9Q: 3 clusters Score -1.226966e+07 nChanged 4800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118021 members 
Mstep: Class 2 contains 35476 members 
Entering Unmasked Estep 
Score: -12271543.000000 Penalty: 5922.952637
	Iteration 10Q: 3 clusters Score -1.227154e+07 nChanged 4819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122840 members 
Mstep: Class 2 contains 30657 members 
Entering Unmasked Estep 
Score: -12273526.000000 Penalty: 5922.952637
	Iteration 11Q: 3 clusters Score -1.227353e+07 nChanged 4755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127595 members 
Mstep: Class 2 contains 25902 members 
Entering Unmasked Estep 
Score: -12275578.000000 Penalty: 5922.952637
	Iteration 12Q: 3 clusters Score -1.227558e+07 nChanged 4635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132230 members 
Mstep: Class 2 contains 21267 members 
Entering Unmasked Estep 
Score: -12277761.000000 Penalty: 5922.952637
	Iteration 13Q: 3 clusters Score -1.227776e+07 nChanged 4418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136648 members 
Mstep: Class 2 contains 16849 members 
Entering Unmasked Estep 
Score: -12280000.000000 Penalty: 5922.952637
	Iteration 14Q: 3 clusters Score -1.228e+07 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140585 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -12282229.000000 Penalty: 5922.952637
	Iteration 15Q: 3 clusters Score -1.228223e+07 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144015 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -12284173.000000 Penalty: 5922.952637
	Iteration 16Q: 3 clusters Score -1.228417e+07 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146808 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -12285973.000000 Penalty: 5922.952637
	Iteration 17Q: 3 clusters Score -1.228597e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148866 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -12287287.000000 Penalty: 5922.952637
	Iteration 18Q: 3 clusters Score -1.228729e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150343 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -12288301.000000 Penalty: 5922.952637
	Iteration 19Q: 3 clusters Score -1.22883e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151358 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -12289001.000000 Penalty: 5922.952637
	Iteration 20F: 3 clusters Score -1.2289e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151967 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -12289451.000000 Penalty: 5922.952637
	Iteration 21Q: 3 clusters Score -1.228945e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152345 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -12289682.000000 Penalty: 5922.952637
	Iteration 22Q: 3 clusters Score -1.228968e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152549 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -12289841.000000 Penalty: 5922.952637
	Iteration 23Q: 3 clusters Score -1.228984e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152669 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -12289935.000000 Penalty: 5922.952637
	Iteration 24Q: 3 clusters Score -1.228994e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152761 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -12290060.000000 Penalty: 5922.952637
	Iteration 25Q: 3 clusters Score -1.229006e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152830 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -12290126.000000 Penalty: 5922.952637
	Iteration 26Q: 3 clusters Score -1.229013e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152868 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -12290197.000000 Penalty: 5922.952637
	Iteration 27Q: 3 clusters Score -1.22902e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152894 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -12290197.000000 Penalty: 5922.952637
	Iteration 28Q: 3 clusters Score -1.22902e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152910 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -12290196.000000 Penalty: 5922.952637
	Iteration 29Q: 3 clusters Score -1.22902e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152921 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -12290223.000000 Penalty: 5922.952637
	Iteration 30Q: 3 clusters Score -1.229022e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152933 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -12290226.000000 Penalty: 5922.952637
	Iteration 31Q: 3 clusters Score -1.229023e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152940 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -12290224.000000 Penalty: 5922.952637
	Iteration 32Q: 3 clusters Score -1.229022e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152943 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -12290231.000000 Penalty: 5922.952637
	Iteration 33Q: 3 clusters Score -1.229023e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152945 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -12290246.000000 Penalty: 5922.952637
	Iteration 34Q: 3 clusters Score -1.229025e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152948 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -12290249.000000 Penalty: 5922.952637
	Iteration 35Q: 3 clusters Score -1.229025e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152954 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -12290247.000000 Penalty: 5922.952637
	Iteration 36Q: 3 clusters Score -1.229025e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152960 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -12290266.000000 Penalty: 5922.952637
	Iteration 37Q: 3 clusters Score -1.229027e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152961 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -12290254.000000 Penalty: 5922.952637
	Iteration 38Q: 3 clusters Score -1.229025e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152964 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -12290262.000000 Penalty: 5922.952637
	Iteration 39Q: 3 clusters Score -1.229026e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152963 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -12290261.000000 Penalty: 5922.952637
	Iteration 40F: 3 clusters Score -1.229026e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152964 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -12290256.000000 Penalty: 5922.952637
	Iteration 41Q: 3 clusters Score -1.229026e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152967 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -12290266.000000 Penalty: 5922.952637
	Iteration 42Q: 3 clusters Score -1.229027e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152969 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -12290267.000000 Penalty: 5922.952637
	Iteration 43Q: 3 clusters Score -1.229027e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152969 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -12290279.000000 Penalty: 5922.952637
	Iteration 44Q: 3 clusters Score -1.229028e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152966 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -12290281.000000 Penalty: 5922.952637
	Iteration 45Q: 3 clusters Score -1.229028e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152966 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -12290275.000000 Penalty: 5922.952637
	Iteration 46Q: 3 clusters Score -1.229028e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152970 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -12290283.000000 Penalty: 5922.952637
	Iteration 47Q: 3 clusters Score -1.229028e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152974 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -12290284.000000 Penalty: 5922.952637
	Iteration 48Q: 3 clusters Score -1.229028e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152977 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -12290287.000000 Penalty: 5922.952637
	Iteration 49Q: 3 clusters Score -1.229029e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152976 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -12290296.000000 Penalty: 5922.952637
	Iteration 50Q: 3 clusters Score -1.22903e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152976 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -12290302.000000 Penalty: 5922.952637
	Iteration 51Q: 3 clusters Score -1.22903e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152979 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -12290301.000000 Penalty: 5922.952637
	Iteration 52Q: 3 clusters Score -1.22903e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152980 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -12290298.000000 Penalty: 5922.952637
	Iteration 53Q: 3 clusters Score -1.22903e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152980 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -12290298.000000 Penalty: 5922.952637
	Iteration 54F: 3 clusters Score -1.22903e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Entering Unmasked Estep 
Score: -559788.812500 Penalty: 2210.093018
	Iteration 0F: 2 clusters Score -559788.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -553723.750000 Penalty: 4420.186035
	Iteration 0F: 3 clusters Score -553723.8 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -555360.437500 Penalty: 4420.186035
	Iteration 1F: 3 clusters Score -555360.4 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -555734.750000 Penalty: 4420.186035
	Iteration 2F: 3 clusters Score -555734.8 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -556082.750000 Penalty: 4420.186035
	Iteration 3F: 3 clusters Score -556082.8 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -556591.625000 Penalty: 4420.186035
	Iteration 4F: 3 clusters Score -556591.6 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -557219.812500 Penalty: 4420.186035
	Iteration 5F: 3 clusters Score -557219.8 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -558018.500000 Penalty: 4420.186035
	Iteration 6F: 3 clusters Score -558018.5 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -558698.687500 Penalty: 4420.186035
	Iteration 7F: 3 clusters Score -558698.7 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -559191.062500 Penalty: 4420.186035
	Iteration 8F: 3 clusters Score -559191.1 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -559492.625000 Penalty: 4420.186035
	Iteration 9Q: 3 clusters Score -559492.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -559683.625000 Penalty: 4420.186035
	Iteration 10Q: 3 clusters Score -559683.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -559826.875000 Penalty: 4420.186035
	Iteration 11Q: 3 clusters Score -559826.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -559920.437500 Penalty: 4420.186035
	Iteration 12Q: 3 clusters Score -559920.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -559993.500000 Penalty: 4420.186035
	Iteration 13Q: 3 clusters Score -559993.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -560061.125000 Penalty: 4420.186035
	Iteration 14Q: 3 clusters Score -560061.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -560150.250000 Penalty: 4420.186035
	Iteration 15Q: 3 clusters Score -560150.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -560245.500000 Penalty: 4420.186035
	Iteration 16Q: 3 clusters Score -560245.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -560290.500000 Penalty: 4420.186035
	Iteration 17Q: 3 clusters Score -560290.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -560313.625000 Penalty: 4420.186035
	Iteration 18Q: 3 clusters Score -560313.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -560330.875000 Penalty: 4420.186035
	Iteration 19Q: 3 clusters Score -560330.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -560338.625000 Penalty: 4420.186035
	Iteration 20F: 3 clusters Score -560338.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -560344.750000 Penalty: 4420.186035
	Iteration 21Q: 3 clusters Score -560344.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -560348.062500 Penalty: 4420.186035
	Iteration 22Q: 3 clusters Score -560348.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -560348.750000 Penalty: 4420.186035
	Iteration 23Q: 3 clusters Score -560348.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -560350.187500 Penalty: 4420.186035
	Iteration 24Q: 3 clusters Score -560350.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -560350.375000 Penalty: 4420.186035
	Iteration 25Q: 3 clusters Score -560350.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -560350.812500 Penalty: 4420.186035
	Iteration 26Q: 3 clusters Score -560350.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -560350.812500 Penalty: 4420.186035
	Iteration 27F: 3 clusters Score -560350.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 3458 members 
Mstep: Class 3 contains 8477 members 
Mstep: Class 4 contains 3087 members 
Mstep: Class 5 contains 17867 members 
Mstep: Class 6 contains 28365 members 
Mstep: Class 7 contains 19410 members 
Mstep: Class 8 contains 6126 members 
Mstep: Class 9 contains 77176 members 
Mstep: Class 10 contains 73511 members 
Mstep: Class 11 contains 4954 members 
Mstep: Class 12 contains 8853 members 
Mstep: Class 13 contains 14247 members 
Mstep: Class 14 contains 4799 members 
Mstep: Class 15 contains 7842 members 
Mstep: Class 16 contains 6146 members 
Mstep: Class 17 contains 153497 members 
Mstep: Class 18 contains 1949 members 
Mstep: Class 19 contains 39617 members 
Mstep: Class 20 contains 25485 members 
Mstep: Class 21 contains 7251 members 
Mstep: Class 22 contains 4091 members 
Mstep: Class 23 contains 65543 members 
Mstep: Class 24 contains 4465 members 
Mstep: Class 25 contains 5354 members 
Mstep: Class 26 contains 65737 members 
Mstep: Class 27 contains 4510 members 
Mstep: Class 28 contains 121820 members 
Mstep: Class 29 contains 13572 members 
Mstep: Class 30 contains 45315 members 
Mstep: Class 31 contains 598953 members 
Mstep: Class 32 contains 1229 members 
Mstep: Class 33 contains 5317 members 
Mstep: Class 34 contains 5469 members 
Entering Unmasked Estep 
Score: -111967248.000000 Penalty: 119701.210938
Splitting cluster 18 changes total score from -111967912.000000 to -111967248.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (39617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39617 members 
Entering Unmasked Estep 
Score: -3106494.000000 Penalty: 2625.579346
	Iteration 0F: 2 clusters Score -3106494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19822 members 
Mstep: Class 2 contains 19795 members 
Entering Unmasked Estep 
Score: -3079591.250000 Penalty: 5251.158691
	Iteration 0F: 3 clusters Score -3079591 nChanged 18260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19048 members 
Mstep: Class 2 contains 20569 members 
Entering Unmasked Estep 
Score: -3089861.500000 Penalty: 5251.158691
	Iteration 1F: 3 clusters Score -3089862 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18462 members 
Mstep: Class 2 contains 21155 members 
Entering Unmasked Estep 
Score: -3090774.750000 Penalty: 5251.158691
	Iteration 2F: 3 clusters Score -3090775 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17660 members 
Mstep: Class 2 contains 21957 members 
Entering Unmasked Estep 
Score: -3091962.500000 Penalty: 5251.158691
	Iteration 3F: 3 clusters Score -3091962 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16728 members 
Mstep: Class 2 contains 22889 members 
Entering Unmasked Estep 
Score: -3093352.500000 Penalty: 5251.158691
	Iteration 4F: 3 clusters Score -3093352 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15583 members 
Mstep: Class 2 contains 24034 members 
Entering Unmasked Estep 
Score: -3094815.500000 Penalty: 5251.158691
	Iteration 5F: 3 clusters Score -3094816 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 25306 members 
Entering Unmasked Estep 
Score: -3096223.000000 Penalty: 5251.158691
	Iteration 6F: 3 clusters Score -3096223 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 26684 members 
Entering Unmasked Estep 
Score: -3097509.000000 Penalty: 5251.158691
	Iteration 7F: 3 clusters Score -3097509 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 28040 members 
Entering Unmasked Estep 
Score: -3098498.000000 Penalty: 5251.158691
	Iteration 8Q: 3 clusters Score -3098498 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 29359 members 
Entering Unmasked Estep 
Score: -3099333.000000 Penalty: 5251.158691
	Iteration 9Q: 3 clusters Score -3099333 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 30609 members 
Entering Unmasked Estep 
Score: -3100044.000000 Penalty: 5251.158691
	Iteration 10Q: 3 clusters Score -3100044 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 31852 members 
Entering Unmasked Estep 
Score: -3100781.000000 Penalty: 5251.158691
	Iteration 11Q: 3 clusters Score -3100781 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 33022 members 
Entering Unmasked Estep 
Score: -3101528.250000 Penalty: 5251.158691
	Iteration 12Q: 3 clusters Score -3101528 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 34049 members 
Entering Unmasked Estep 
Score: -3102179.000000 Penalty: 5251.158691
	Iteration 13Q: 3 clusters Score -3102179 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 34932 members 
Entering Unmasked Estep 
Score: -3102786.000000 Penalty: 5251.158691
	Iteration 14Q: 3 clusters Score -3102786 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 35666 members 
Entering Unmasked Estep 
Score: -3103319.750000 Penalty: 5251.158691
	Iteration 15Q: 3 clusters Score -3103320 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 36146 members 
Entering Unmasked Estep 
Score: -3103671.750000 Penalty: 5251.158691
	Iteration 16Q: 3 clusters Score -3103672 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 36478 members 
Entering Unmasked Estep 
Score: -3103977.750000 Penalty: 5251.158691
	Iteration 17Q: 3 clusters Score -3103978 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 36662 members 
Entering Unmasked Estep 
Score: -3104207.000000 Penalty: 5251.158691
	Iteration 18Q: 3 clusters Score -3104207 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 36784 members 
Entering Unmasked Estep 
Score: -3104373.750000 Penalty: 5251.158691
	Iteration 19Q: 3 clusters Score -3104374 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 36818 members 
Entering Unmasked Estep 
Score: -3104480.750000 Penalty: 5251.158691
	Iteration 20F: 3 clusters Score -3104481 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 36822 members 
Entering Unmasked Estep 
Score: -3104556.750000 Penalty: 5251.158691
	Iteration 21Q: 3 clusters Score -3104557 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 36826 members 
Entering Unmasked Estep 
Score: -3104621.500000 Penalty: 5251.158691
	Iteration 22Q: 3 clusters Score -3104622 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 36819 members 
Entering Unmasked Estep 
Score: -3104666.000000 Penalty: 5251.158691
	Iteration 23Q: 3 clusters Score -3104666 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 36814 members 
Entering Unmasked Estep 
Score: -3104701.000000 Penalty: 5251.158691
	Iteration 24Q: 3 clusters Score -3104701 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 36810 members 
Entering Unmasked Estep 
Score: -3104722.000000 Penalty: 5251.158691
	Iteration 25Q: 3 clusters Score -3104722 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 36810 members 
Entering Unmasked Estep 
Score: -3104731.250000 Penalty: 5251.158691
	Iteration 26Q: 3 clusters Score -3104731 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 36805 members 
Entering Unmasked Estep 
Score: -3104745.250000 Penalty: 5251.158691
	Iteration 27Q: 3 clusters Score -3104745 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 36799 members 
Entering Unmasked Estep 
Score: -3104752.500000 Penalty: 5251.158691
	Iteration 28Q: 3 clusters Score -3104752 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 36789 members 
Entering Unmasked Estep 
Score: -3104762.000000 Penalty: 5251.158691
	Iteration 29Q: 3 clusters Score -3104762 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 36779 members 
Entering Unmasked Estep 
Score: -3104764.000000 Penalty: 5251.158691
	Iteration 30Q: 3 clusters Score -3104764 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 36767 members 
Entering Unmasked Estep 
Score: -3104770.250000 Penalty: 5251.158691
	Iteration 31Q: 3 clusters Score -3104770 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 36761 members 
Entering Unmasked Estep 
Score: -3104771.500000 Penalty: 5251.158691
	Iteration 32Q: 3 clusters Score -3104772 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 36764 members 
Entering Unmasked Estep 
Score: -3104774.500000 Penalty: 5251.158691
	Iteration 33Q: 3 clusters Score -3104774 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 36758 members 
Entering Unmasked Estep 
Score: -3104777.000000 Penalty: 5251.158691
	Iteration 34Q: 3 clusters Score -3104777 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 36752 members 
Entering Unmasked Estep 
Score: -3104783.500000 Penalty: 5251.158691
	Iteration 35Q: 3 clusters Score -3104784 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 36752 members 
Entering Unmasked Estep 
Score: -3104791.250000 Penalty: 5251.158691
	Iteration 36Q: 3 clusters Score -3104791 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 36757 members 
Entering Unmasked Estep 
Score: -3104794.750000 Penalty: 5251.158691
	Iteration 37Q: 3 clusters Score -3104795 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 36762 members 
Entering Unmasked Estep 
Score: -3104792.750000 Penalty: 5251.158691
	Iteration 38Q: 3 clusters Score -3104793 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 36761 members 
Entering Unmasked Estep 
Score: -3104793.750000 Penalty: 5251.158691
	Iteration 39Q: 3 clusters Score -3104794 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 36757 members 
Entering Unmasked Estep 
Score: -3104796.250000 Penalty: 5251.158691
	Iteration 40F: 3 clusters Score -3104796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 36756 members 
Entering Unmasked Estep 
Score: -3104792.500000 Penalty: 5251.158691
	Iteration 41Q: 3 clusters Score -3104792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 36757 members 
Entering Unmasked Estep 
Score: -3104791.750000 Penalty: 5251.158691
	Iteration 42Q: 3 clusters Score -3104792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 36754 members 
Entering Unmasked Estep 
Score: -3104795.500000 Penalty: 5251.158691
	Iteration 43Q: 3 clusters Score -3104796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 36750 members 
Entering Unmasked Estep 
Score: -3104794.750000 Penalty: 5251.158691
	Iteration 44Q: 3 clusters Score -3104795 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 36747 members 
Entering Unmasked Estep 
Score: -3104793.750000 Penalty: 5251.158691
	Iteration 45Q: 3 clusters Score -3104794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 36743 members 
Entering Unmasked Estep 
Score: -3104794.000000 Penalty: 5251.158691
	Iteration 46Q: 3 clusters Score -3104794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 36740 members 
Entering Unmasked Estep 
Score: -3104795.500000 Penalty: 5251.158691
	Iteration 47Q: 3 clusters Score -3104796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 36736 members 
Entering Unmasked Estep 
Score: -3104802.250000 Penalty: 5251.158691
	Iteration 48Q: 3 clusters Score -3104802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 36735 members 
Entering Unmasked Estep 
Score: -3104800.750000 Penalty: 5251.158691
	Iteration 49Q: 3 clusters Score -3104801 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 36734 members 
Entering Unmasked Estep 
Score: -3104800.000000 Penalty: 5251.158691
	Iteration 50Q: 3 clusters Score -3104800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 36732 members 
Entering Unmasked Estep 
Score: -3104795.250000 Penalty: 5251.158691
	Iteration 51Q: 3 clusters Score -3104795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 36733 members 
Entering Unmasked Estep 
Score: -3104795.750000 Penalty: 5251.158691
	Iteration 52Q: 3 clusters Score -3104796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 36733 members 
Entering Unmasked Estep 
Score: -3104795.750000 Penalty: 5251.158691
	Iteration 53F: 3 clusters Score -3104796 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (25485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25485 members 
Entering Unmasked Estep 
Score: -2006549.250000 Penalty: 2516.169678
	Iteration 0F: 2 clusters Score -2006549 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -1988975.625000 Penalty: 5032.339355
	Iteration 0F: 3 clusters Score -1988976 nChanged 11245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -1995408.750000 Penalty: 5032.339355
	Iteration 1F: 3 clusters Score -1995409 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -1996492.875000 Penalty: 5032.339355
	Iteration 2F: 3 clusters Score -1996493 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -1997717.000000 Penalty: 5032.339355
	Iteration 3F: 3 clusters Score -1997717 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14691 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -1998940.375000 Penalty: 5032.339355
	Iteration 4F: 3 clusters Score -1998940 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -2000123.250000 Penalty: 5032.339355
	Iteration 5F: 3 clusters Score -2000123 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16700 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -2001321.125000 Penalty: 5032.339355
	Iteration 6F: 3 clusters Score -2001321 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17701 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -2002316.500000 Penalty: 5032.339355
	Iteration 7F: 3 clusters Score -2002316 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18613 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -2003093.125000 Penalty: 5032.339355
	Iteration 8Q: 3 clusters Score -2003093 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19399 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -2003651.375000 Penalty: 5032.339355
	Iteration 9Q: 3 clusters Score -2003651 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20088 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -2004073.000000 Penalty: 5032.339355
	Iteration 10Q: 3 clusters Score -2004073 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20692 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -2004406.250000 Penalty: 5032.339355
	Iteration 11Q: 3 clusters Score -2004406 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21193 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -2004684.000000 Penalty: 5032.339355
	Iteration 12Q: 3 clusters Score -2004684 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21642 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -2004906.375000 Penalty: 5032.339355
	Iteration 13Q: 3 clusters Score -2004906 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22056 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -2005116.625000 Penalty: 5032.339355
	Iteration 14Q: 3 clusters Score -2005117 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22384 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -2005284.875000 Penalty: 5032.339355
	Iteration 15Q: 3 clusters Score -2005285 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22658 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -2005427.000000 Penalty: 5032.339355
	Iteration 16Q: 3 clusters Score -2005427 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22935 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -2005580.000000 Penalty: 5032.339355
	Iteration 17Q: 3 clusters Score -2005580 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23154 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -2005709.125000 Penalty: 5032.339355
	Iteration 18Q: 3 clusters Score -2005709 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23340 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -2005822.625000 Penalty: 5032.339355
	Iteration 19Q: 3 clusters Score -2005823 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23498 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -2005913.000000 Penalty: 5032.339355
	Iteration 20F: 3 clusters Score -2005913 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23646 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -2005997.250000 Penalty: 5032.339355
	Iteration 21Q: 3 clusters Score -2005997 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23742 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -2006046.625000 Penalty: 5032.339355
	Iteration 22Q: 3 clusters Score -2006047 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23818 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -2006089.125000 Penalty: 5032.339355
	Iteration 23Q: 3 clusters Score -2006089 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23869 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -2006113.000000 Penalty: 5032.339355
	Iteration 24Q: 3 clusters Score -2006113 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23905 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -2006129.250000 Penalty: 5032.339355
	Iteration 25Q: 3 clusters Score -2006129 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23930 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -2006143.125000 Penalty: 5032.339355
	Iteration 26Q: 3 clusters Score -2006143 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23948 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -2006140.750000 Penalty: 5032.339355
	Iteration 27Q: 3 clusters Score -2006141 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23972 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -2006144.125000 Penalty: 5032.339355
	Iteration 28Q: 3 clusters Score -2006144 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23985 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -2006145.500000 Penalty: 5032.339355
	Iteration 29Q: 3 clusters Score -2006146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23993 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -2006149.000000 Penalty: 5032.339355
	Iteration 30Q: 3 clusters Score -2006149 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24001 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -2006148.750000 Penalty: 5032.339355
	Iteration 31Q: 3 clusters Score -2006149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24003 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -2006151.625000 Penalty: 5032.339355
	Iteration 32Q: 3 clusters Score -2006152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24008 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -2006152.000000 Penalty: 5032.339355
	Iteration 33Q: 3 clusters Score -2006152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24009 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -2006151.875000 Penalty: 5032.339355
	Iteration 34Q: 3 clusters Score -2006152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24011 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -2006153.500000 Penalty: 5032.339355
	Iteration 35Q: 3 clusters Score -2006154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24013 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -2006153.500000 Penalty: 5032.339355
	Iteration 36Q: 3 clusters Score -2006154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24018 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -2006152.250000 Penalty: 5032.339355
	Iteration 37Q: 3 clusters Score -2006152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24021 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -2006151.500000 Penalty: 5032.339355
	Iteration 38Q: 3 clusters Score -2006152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24023 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -2006149.375000 Penalty: 5032.339355
	Iteration 39Q: 3 clusters Score -2006149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24024 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -2006150.250000 Penalty: 5032.339355
	Iteration 40F: 3 clusters Score -2006150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24025 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -2006149.750000 Penalty: 5032.339355
	Iteration 41Q: 3 clusters Score -2006150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24027 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -2006152.875000 Penalty: 5032.339355
	Iteration 42Q: 3 clusters Score -2006153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24029 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -2006153.750000 Penalty: 5032.339355
	Iteration 43Q: 3 clusters Score -2006154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24030 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -2006153.375000 Penalty: 5032.339355
	Iteration 44Q: 3 clusters Score -2006153 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24030 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -2006153.375000 Penalty: 5032.339355
	Iteration 45F: 3 clusters Score -2006153 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Entering Unmasked Estep 
Score: -536863.562500 Penalty: 2204.446045
	Iteration 0F: 2 clusters Score -536863.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -530926.625000 Penalty: 4408.892090
	Iteration 0F: 3 clusters Score -530926.6 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -532780.625000 Penalty: 4408.892090
	Iteration 1F: 3 clusters Score -532780.6 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -533421.687500 Penalty: 4408.892090
	Iteration 2F: 3 clusters Score -533421.7 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -533967.000000 Penalty: 4408.892090
	Iteration 3F: 3 clusters Score -533967 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -534470.625000 Penalty: 4408.892090
	Iteration 4F: 3 clusters Score -534470.6 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -534936.562500 Penalty: 4408.892090
	Iteration 5F: 3 clusters Score -534936.6 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -535322.750000 Penalty: 4408.892090
	Iteration 6F: 3 clusters Score -535322.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -535591.187500 Penalty: 4408.892090
	Iteration 7Q: 3 clusters Score -535591.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -535771.687500 Penalty: 4408.892090
	Iteration 8Q: 3 clusters Score -535771.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -535866.875000 Penalty: 4408.892090
	Iteration 9Q: 3 clusters Score -535866.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -535931.062500 Penalty: 4408.892090
	Iteration 10Q: 3 clusters Score -535931.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -535968.125000 Penalty: 4408.892090
	Iteration 11Q: 3 clusters Score -535968.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -535991.250000 Penalty: 4408.892090
	Iteration 12Q: 3 clusters Score -535991.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -536015.312500 Penalty: 4408.892090
	Iteration 13Q: 3 clusters Score -536015.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -536030.812500 Penalty: 4408.892090
	Iteration 14Q: 3 clusters Score -536030.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -536040.875000 Penalty: 4408.892090
	Iteration 15Q: 3 clusters Score -536040.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -536048.750000 Penalty: 4408.892090
	Iteration 16Q: 3 clusters Score -536048.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -536055.000000 Penalty: 4408.892090
	Iteration 17Q: 3 clusters Score -536055 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -536056.437500 Penalty: 4408.892090
	Iteration 18Q: 3 clusters Score -536056.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -536059.750000 Penalty: 4408.892090
	Iteration 19Q: 3 clusters Score -536059.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -536064.687500 Penalty: 4408.892090
	Iteration 20F: 3 clusters Score -536064.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -536068.187500 Penalty: 4408.892090
	Iteration 21Q: 3 clusters Score -536068.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -536071.062500 Penalty: 4408.892090
	Iteration 22Q: 3 clusters Score -536071.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -536072.437500 Penalty: 4408.892090
	Iteration 23Q: 3 clusters Score -536072.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -536072.625000 Penalty: 4408.892090
	Iteration 24Q: 3 clusters Score -536072.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -536073.687500 Penalty: 4408.892090
	Iteration 25Q: 3 clusters Score -536073.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -536074.000000 Penalty: 4408.892090
	Iteration 26Q: 3 clusters Score -536074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -536076.562500 Penalty: 4408.892090
	Iteration 27Q: 3 clusters Score -536076.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -536077.437500 Penalty: 4408.892090
	Iteration 28Q: 3 clusters Score -536077.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -536079.812500 Penalty: 4408.892090
	Iteration 29Q: 3 clusters Score -536079.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -536082.562500 Penalty: 4408.892090
	Iteration 30Q: 3 clusters Score -536082.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -536084.750000 Penalty: 4408.892090
	Iteration 31Q: 3 clusters Score -536084.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -536087.000000 Penalty: 4408.892090
	Iteration 32Q: 3 clusters Score -536087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -536087.750000 Penalty: 4408.892090
	Iteration 33Q: 3 clusters Score -536087.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -536088.125000 Penalty: 4408.892090
	Iteration 34Q: 3 clusters Score -536088.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -536088.625000 Penalty: 4408.892090
	Iteration 35Q: 3 clusters Score -536088.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -536088.625000 Penalty: 4408.892090
	Iteration 36Q: 3 clusters Score -536088.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -536088.625000 Penalty: 4408.892090
	Iteration 37F: 3 clusters Score -536088.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Entering Unmasked Estep 
Score: -318362.000000 Penalty: 2062.502930
	Iteration 0F: 2 clusters Score -318362 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -314428.250000 Penalty: 4125.005859
	Iteration 0F: 3 clusters Score -314428.2 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -315334.343750 Penalty: 4125.005859
	Iteration 1F: 3 clusters Score -315334.3 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -315512.750000 Penalty: 4125.005859
	Iteration 2F: 3 clusters Score -315512.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -315623.843750 Penalty: 4125.005859
	Iteration 3Q: 3 clusters Score -315623.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -315685.062500 Penalty: 4125.005859
	Iteration 4Q: 3 clusters Score -315685.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -315735.625000 Penalty: 4125.005859
	Iteration 5Q: 3 clusters Score -315735.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -315782.937500 Penalty: 4125.005859
	Iteration 6Q: 3 clusters Score -315782.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -315829.625000 Penalty: 4125.005859
	Iteration 7Q: 3 clusters Score -315829.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -315872.250000 Penalty: 4125.005859
	Iteration 8Q: 3 clusters Score -315872.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -315909.125000 Penalty: 4125.005859
	Iteration 9Q: 3 clusters Score -315909.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -315936.875000 Penalty: 4125.005859
	Iteration 10Q: 3 clusters Score -315936.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -315969.343750 Penalty: 4125.005859
	Iteration 11Q: 3 clusters Score -315969.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -316005.281250 Penalty: 4125.005859
	Iteration 12Q: 3 clusters Score -316005.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -316052.093750 Penalty: 4125.005859
	Iteration 13Q: 3 clusters Score -316052.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -316101.093750 Penalty: 4125.005859
	Iteration 14Q: 3 clusters Score -316101.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -316156.718750 Penalty: 4125.005859
	Iteration 15Q: 3 clusters Score -316156.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -316219.937500 Penalty: 4125.005859
	Iteration 16Q: 3 clusters Score -316219.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -316268.281250 Penalty: 4125.005859
	Iteration 17Q: 3 clusters Score -316268.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -316319.593750 Penalty: 4125.005859
	Iteration 18Q: 3 clusters Score -316319.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -316378.843750 Penalty: 4125.005859
	Iteration 19Q: 3 clusters Score -316378.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -316456.250000 Penalty: 4125.005859
	Iteration 20F: 3 clusters Score -316456.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -316546.250000 Penalty: 4125.005859
	Iteration 21Q: 3 clusters Score -316546.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -316638.562500 Penalty: 4125.005859
	Iteration 22Q: 3 clusters Score -316638.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -316705.343750 Penalty: 4125.005859
	Iteration 23Q: 3 clusters Score -316705.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -316762.250000 Penalty: 4125.005859
	Iteration 24Q: 3 clusters Score -316762.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -316817.593750 Penalty: 4125.005859
	Iteration 25Q: 3 clusters Score -316817.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -316860.375000 Penalty: 4125.005859
	Iteration 26Q: 3 clusters Score -316860.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -316893.156250 Penalty: 4125.005859
	Iteration 27Q: 3 clusters Score -316893.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -316917.875000 Penalty: 4125.005859
	Iteration 28Q: 3 clusters Score -316917.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -316935.187500 Penalty: 4125.005859
	Iteration 29Q: 3 clusters Score -316935.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -316952.937500 Penalty: 4125.005859
	Iteration 30Q: 3 clusters Score -316952.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -316980.375000 Penalty: 4125.005859
	Iteration 31Q: 3 clusters Score -316980.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -317001.937500 Penalty: 4125.005859
	Iteration 32Q: 3 clusters Score -317001.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -317021.843750 Penalty: 4125.005859
	Iteration 33Q: 3 clusters Score -317021.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -317032.593750 Penalty: 4125.005859
	Iteration 34Q: 3 clusters Score -317032.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -317037.406250 Penalty: 4125.005859
	Iteration 35Q: 3 clusters Score -317037.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -317042.031250 Penalty: 4125.005859
	Iteration 36Q: 3 clusters Score -317042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -317045.468750 Penalty: 4125.005859
	Iteration 37Q: 3 clusters Score -317045.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -317046.781250 Penalty: 4125.005859
	Iteration 38Q: 3 clusters Score -317046.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -317049.406250 Penalty: 4125.005859
	Iteration 39Q: 3 clusters Score -317049.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -317051.218750 Penalty: 4125.005859
	Iteration 40F: 3 clusters Score -317051.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -317051.281250 Penalty: 4125.005859
	Iteration 41Q: 3 clusters Score -317051.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -317052.781250 Penalty: 4125.005859
	Iteration 42Q: 3 clusters Score -317052.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -317053.781250 Penalty: 4125.005859
	Iteration 43Q: 3 clusters Score -317053.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -317054.156250 Penalty: 4125.005859
	Iteration 44Q: 3 clusters Score -317054.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -317054.687500 Penalty: 4125.005859
	Iteration 45Q: 3 clusters Score -317054.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -317055.437500 Penalty: 4125.005859
	Iteration 46Q: 3 clusters Score -317055.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -317055.437500 Penalty: 4125.005859
	Iteration 47F: 3 clusters Score -317055.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (65543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65543 members 
Entering Unmasked Estep 
Score: -5339111.500000 Penalty: 2750.434570
	Iteration 0F: 2 clusters Score -5339112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32877 members 
Mstep: Class 2 contains 32666 members 
Entering Unmasked Estep 
Score: -5295130.500000 Penalty: 5500.869141
	Iteration 0F: 3 clusters Score -5295130 nChanged 30680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34305 members 
Mstep: Class 2 contains 31238 members 
Entering Unmasked Estep 
Score: -5312399.500000 Penalty: 5500.869141
	Iteration 1F: 3 clusters Score -5312400 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35262 members 
Mstep: Class 2 contains 30281 members 
Entering Unmasked Estep 
Score: -5313531.500000 Penalty: 5500.869141
	Iteration 2Q: 3 clusters Score -5313532 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36805 members 
Mstep: Class 2 contains 28738 members 
Entering Unmasked Estep 
Score: -5315206.000000 Penalty: 5500.869141
	Iteration 3F: 3 clusters Score -5315206 nChanged 4079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38918 members 
Mstep: Class 2 contains 26625 members 
Entering Unmasked Estep 
Score: -5317714.000000 Penalty: 5500.869141
	Iteration 4F: 3 clusters Score -5317714 nChanged 4841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41755 members 
Mstep: Class 2 contains 23788 members 
Entering Unmasked Estep 
Score: -5321219.000000 Penalty: 5500.869141
	Iteration 5F: 3 clusters Score -5321219 nChanged 5043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44996 members 
Mstep: Class 2 contains 20547 members 
Entering Unmasked Estep 
Score: -5325004.000000 Penalty: 5500.869141
	Iteration 6F: 3 clusters Score -5325004 nChanged 4390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47952 members 
Mstep: Class 2 contains 17591 members 
Entering Unmasked Estep 
Score: -5328212.000000 Penalty: 5500.869141
	Iteration 7F: 3 clusters Score -5328212 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50313 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -5330586.000000 Penalty: 5500.869141
	Iteration 8F: 3 clusters Score -5330586 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52074 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -5332252.000000 Penalty: 5500.869141
	Iteration 9Q: 3 clusters Score -5332252 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53342 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -5333349.500000 Penalty: 5500.869141
	Iteration 10Q: 3 clusters Score -5333350 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54379 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -5334172.000000 Penalty: 5500.869141
	Iteration 11Q: 3 clusters Score -5334172 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55260 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -5334672.000000 Penalty: 5500.869141
	Iteration 12Q: 3 clusters Score -5334672 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56058 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -5335062.500000 Penalty: 5500.869141
	Iteration 13Q: 3 clusters Score -5335062 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56757 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -5335394.000000 Penalty: 5500.869141
	Iteration 14Q: 3 clusters Score -5335394 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57371 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -5335611.500000 Penalty: 5500.869141
	Iteration 15Q: 3 clusters Score -5335612 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57941 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -5335836.000000 Penalty: 5500.869141
	Iteration 16Q: 3 clusters Score -5335836 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58460 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -5336002.000000 Penalty: 5500.869141
	Iteration 17Q: 3 clusters Score -5336002 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58919 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -5336152.000000 Penalty: 5500.869141
	Iteration 18Q: 3 clusters Score -5336152 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59301 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -5336251.000000 Penalty: 5500.869141
	Iteration 19Q: 3 clusters Score -5336251 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59627 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -5336332.500000 Penalty: 5500.869141
	Iteration 20F: 3 clusters Score -5336332 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59916 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -5336398.500000 Penalty: 5500.869141
	Iteration 21Q: 3 clusters Score -5336398 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60173 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -5336452.000000 Penalty: 5500.869141
	Iteration 22Q: 3 clusters Score -5336452 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60428 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -5336515.500000 Penalty: 5500.869141
	Iteration 23Q: 3 clusters Score -5336516 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60674 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -5336584.000000 Penalty: 5500.869141
	Iteration 24Q: 3 clusters Score -5336584 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60902 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -5336622.000000 Penalty: 5500.869141
	Iteration 25Q: 3 clusters Score -5336622 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61107 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -5336686.500000 Penalty: 5500.869141
	Iteration 26Q: 3 clusters Score -5336686 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61298 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -5336709.000000 Penalty: 5500.869141
	Iteration 27Q: 3 clusters Score -5336709 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61508 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -5336775.500000 Penalty: 5500.869141
	Iteration 28Q: 3 clusters Score -5336776 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61694 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -5336812.500000 Penalty: 5500.869141
	Iteration 29Q: 3 clusters Score -5336812 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61841 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -5336861.500000 Penalty: 5500.869141
	Iteration 30Q: 3 clusters Score -5336862 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61970 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -5336883.000000 Penalty: 5500.869141
	Iteration 31Q: 3 clusters Score -5336883 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62086 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -5336890.500000 Penalty: 5500.869141
	Iteration 32Q: 3 clusters Score -5336890 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62177 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -5336907.000000 Penalty: 5500.869141
	Iteration 33Q: 3 clusters Score -5336907 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62266 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -5336916.000000 Penalty: 5500.869141
	Iteration 34Q: 3 clusters Score -5336916 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62350 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -5336927.500000 Penalty: 5500.869141
	Iteration 35Q: 3 clusters Score -5336928 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62423 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -5336952.000000 Penalty: 5500.869141
	Iteration 36Q: 3 clusters Score -5336952 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62493 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -5336973.000000 Penalty: 5500.869141
	Iteration 37Q: 3 clusters Score -5336973 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62571 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -5336992.000000 Penalty: 5500.869141
	Iteration 38Q: 3 clusters Score -5336992 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62654 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -5337004.500000 Penalty: 5500.869141
	Iteration 39Q: 3 clusters Score -5337004 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62722 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -5337028.500000 Penalty: 5500.869141
	Iteration 40F: 3 clusters Score -5337028 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62780 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -5337054.500000 Penalty: 5500.869141
	Iteration 41Q: 3 clusters Score -5337054 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62840 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -5337080.500000 Penalty: 5500.869141
	Iteration 42Q: 3 clusters Score -5337080 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62896 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -5337095.500000 Penalty: 5500.869141
	Iteration 43Q: 3 clusters Score -5337096 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62957 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -5337108.500000 Penalty: 5500.869141
	Iteration 44Q: 3 clusters Score -5337108 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63004 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -5337121.000000 Penalty: 5500.869141
	Iteration 45Q: 3 clusters Score -5337121 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63054 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -5337128.500000 Penalty: 5500.869141
	Iteration 46Q: 3 clusters Score -5337128 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63094 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -5337127.000000 Penalty: 5500.869141
	Iteration 47Q: 3 clusters Score -5337127 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63123 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -5337134.000000 Penalty: 5500.869141
	Iteration 48Q: 3 clusters Score -5337134 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63148 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -5337126.500000 Penalty: 5500.869141
	Iteration 49Q: 3 clusters Score -5337126 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63169 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -5337133.500000 Penalty: 5500.869141
	Iteration 50Q: 3 clusters Score -5337134 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63180 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -5337138.500000 Penalty: 5500.869141
	Iteration 51Q: 3 clusters Score -5337138 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63198 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -5337132.500000 Penalty: 5500.869141
	Iteration 52Q: 3 clusters Score -5337132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63205 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -5337132.500000 Penalty: 5500.869141
	Iteration 53Q: 3 clusters Score -5337132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63212 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -5337128.500000 Penalty: 5500.869141
	Iteration 54Q: 3 clusters Score -5337128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63223 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -5337136.000000 Penalty: 5500.869141
	Iteration 55Q: 3 clusters Score -5337136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63229 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -5337137.500000 Penalty: 5500.869141
	Iteration 56Q: 3 clusters Score -5337138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63232 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -5337138.500000 Penalty: 5500.869141
	Iteration 57Q: 3 clusters Score -5337138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63235 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -5337136.500000 Penalty: 5500.869141
	Iteration 58Q: 3 clusters Score -5337136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63239 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -5337139.000000 Penalty: 5500.869141
	Iteration 59Q: 3 clusters Score -5337139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63240 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -5337142.000000 Penalty: 5500.869141
	Iteration 60F: 3 clusters Score -5337142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63242 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -5337144.500000 Penalty: 5500.869141
	Iteration 61Q: 3 clusters Score -5337144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63247 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -5337145.000000 Penalty: 5500.869141
	Iteration 62Q: 3 clusters Score -5337145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63248 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -5337148.000000 Penalty: 5500.869141
	Iteration 63Q: 3 clusters Score -5337148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63248 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -5337148.000000 Penalty: 5500.869141
	Iteration 64F: 3 clusters Score -5337148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Entering Unmasked Estep 
Score: -287959.500000 Penalty: 2084.197998
	Iteration 0F: 2 clusters Score -287959.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -283797.937500 Penalty: 4168.395996
	Iteration 0F: 3 clusters Score -283797.9 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -284859.625000 Penalty: 4168.395996
	Iteration 1F: 3 clusters Score -284859.6 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -285193.125000 Penalty: 4168.395996
	Iteration 2F: 3 clusters Score -285193.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -285525.437500 Penalty: 4168.395996
	Iteration 3F: 3 clusters Score -285525.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -286003.031250 Penalty: 4168.395996
	Iteration 4F: 3 clusters Score -286003 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -286601.093750 Penalty: 4168.395996
	Iteration 5F: 3 clusters Score -286601.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -287039.625000 Penalty: 4168.395996
	Iteration 6F: 3 clusters Score -287039.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -287357.187500 Penalty: 4168.395996
	Iteration 7F: 3 clusters Score -287357.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -287560.875000 Penalty: 4168.395996
	Iteration 8Q: 3 clusters Score -287560.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -287690.250000 Penalty: 4168.395996
	Iteration 9Q: 3 clusters Score -287690.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -287747.937500 Penalty: 4168.395996
	Iteration 10Q: 3 clusters Score -287747.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -287797.156250 Penalty: 4168.395996
	Iteration 11Q: 3 clusters Score -287797.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -287842.625000 Penalty: 4168.395996
	Iteration 12Q: 3 clusters Score -287842.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -287896.781250 Penalty: 4168.395996
	Iteration 13Q: 3 clusters Score -287896.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -287938.906250 Penalty: 4168.395996
	Iteration 14Q: 3 clusters Score -287938.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -287956.375000 Penalty: 4168.395996
	Iteration 15Q: 3 clusters Score -287956.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -287968.937500 Penalty: 4168.395996
	Iteration 16Q: 3 clusters Score -287968.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -287976.312500 Penalty: 4168.395996
	Iteration 17Q: 3 clusters Score -287976.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -287981.562500 Penalty: 4168.395996
	Iteration 18Q: 3 clusters Score -287981.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -287986.937500 Penalty: 4168.395996
	Iteration 19Q: 3 clusters Score -287986.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -287992.406250 Penalty: 4168.395996
	Iteration 20F: 3 clusters Score -287992.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -287997.718750 Penalty: 4168.395996
	Iteration 21Q: 3 clusters Score -287997.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -288000.156250 Penalty: 4168.395996
	Iteration 22Q: 3 clusters Score -288000.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -288001.375000 Penalty: 4168.395996
	Iteration 23Q: 3 clusters Score -288001.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -288003.500000 Penalty: 4168.395996
	Iteration 24Q: 3 clusters Score -288003.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -288004.187500 Penalty: 4168.395996
	Iteration 25Q: 3 clusters Score -288004.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -288006.125000 Penalty: 4168.395996
	Iteration 26Q: 3 clusters Score -288006.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -288005.906250 Penalty: 4168.395996
	Iteration 27Q: 3 clusters Score -288005.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -288006.968750 Penalty: 4168.395996
	Iteration 28Q: 3 clusters Score -288007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -288007.687500 Penalty: 4168.395996
	Iteration 29Q: 3 clusters Score -288007.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -288007.687500 Penalty: 4168.395996
	Iteration 30F: 3 clusters Score -288007.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 3458 members 
Mstep: Class 3 contains 8477 members 
Mstep: Class 4 contains 3087 members 
Mstep: Class 5 contains 17867 members 
Mstep: Class 6 contains 28365 members 
Mstep: Class 7 contains 19410 members 
Mstep: Class 8 contains 6126 members 
Mstep: Class 9 contains 77176 members 
Mstep: Class 10 contains 73511 members 
Mstep: Class 11 contains 4954 members 
Mstep: Class 12 contains 8853 members 
Mstep: Class 13 contains 14247 members 
Mstep: Class 14 contains 4799 members 
Mstep: Class 15 contains 7842 members 
Mstep: Class 16 contains 6146 members 
Mstep: Class 17 contains 153497 members 
Mstep: Class 18 contains 7418 members 
Mstep: Class 19 contains 39617 members 
Mstep: Class 20 contains 25485 members 
Mstep: Class 21 contains 7251 members 
Mstep: Class 22 contains 4091 members 
Mstep: Class 23 contains 65543 members 
Mstep: Class 24 contains 2379 members 
Mstep: Class 25 contains 5354 members 
Mstep: Class 26 contains 65737 members 
Mstep: Class 27 contains 4510 members 
Mstep: Class 28 contains 121820 members 
Mstep: Class 29 contains 13572 members 
Mstep: Class 30 contains 45315 members 
Mstep: Class 31 contains 598953 members 
Mstep: Class 32 contains 1229 members 
Mstep: Class 33 contains 5317 members 
Mstep: Class 34 contains 2086 members 
Entering Unmasked Estep 
Score: -111966440.000000 Penalty: 119701.210938
Splitting cluster 24 changes total score from -111967912.000000 to -111966440.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (5354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Entering Unmasked Estep 
Score: -423010.843750 Penalty: 2129.228516
	Iteration 0F: 2 clusters Score -423010.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -418251.375000 Penalty: 4258.457031
	Iteration 0F: 3 clusters Score -418251.4 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -419336.406250 Penalty: 4258.457031
	Iteration 1F: 3 clusters Score -419336.4 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -419597.781250 Penalty: 4258.457031
	Iteration 2F: 3 clusters Score -419597.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -419756.375000 Penalty: 4258.457031
	Iteration 3F: 3 clusters Score -419756.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -419869.312500 Penalty: 4258.457031
	Iteration 4Q: 3 clusters Score -419869.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -419952.375000 Penalty: 4258.457031
	Iteration 5Q: 3 clusters Score -419952.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -420028.468750 Penalty: 4258.457031
	Iteration 6Q: 3 clusters Score -420028.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -420094.656250 Penalty: 4258.457031
	Iteration 7Q: 3 clusters Score -420094.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -420167.250000 Penalty: 4258.457031
	Iteration 8Q: 3 clusters Score -420167.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -420245.812500 Penalty: 4258.457031
	Iteration 9Q: 3 clusters Score -420245.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -420341.062500 Penalty: 4258.457031
	Iteration 10Q: 3 clusters Score -420341.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -420419.531250 Penalty: 4258.457031
	Iteration 11Q: 3 clusters Score -420419.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -420506.812500 Penalty: 4258.457031
	Iteration 12Q: 3 clusters Score -420506.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -420614.812500 Penalty: 4258.457031
	Iteration 13Q: 3 clusters Score -420614.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -420723.406250 Penalty: 4258.457031
	Iteration 14Q: 3 clusters Score -420723.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -420823.593750 Penalty: 4258.457031
	Iteration 15Q: 3 clusters Score -420823.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -420895.218750 Penalty: 4258.457031
	Iteration 16Q: 3 clusters Score -420895.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -420961.718750 Penalty: 4258.457031
	Iteration 17Q: 3 clusters Score -420961.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -421036.593750 Penalty: 4258.457031
	Iteration 18Q: 3 clusters Score -421036.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -421097.375000 Penalty: 4258.457031
	Iteration 19Q: 3 clusters Score -421097.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -421157.000000 Penalty: 4258.457031
	Iteration 20F: 3 clusters Score -421157 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -421203.593750 Penalty: 4258.457031
	Iteration 21Q: 3 clusters Score -421203.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -421225.687500 Penalty: 4258.457031
	Iteration 22Q: 3 clusters Score -421225.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -421243.968750 Penalty: 4258.457031
	Iteration 23Q: 3 clusters Score -421244 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -421262.375000 Penalty: 4258.457031
	Iteration 24Q: 3 clusters Score -421262.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -421272.125000 Penalty: 4258.457031
	Iteration 25Q: 3 clusters Score -421272.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -421279.031250 Penalty: 4258.457031
	Iteration 26Q: 3 clusters Score -421279 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -421282.375000 Penalty: 4258.457031
	Iteration 27Q: 3 clusters Score -421282.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -421284.281250 Penalty: 4258.457031
	Iteration 28Q: 3 clusters Score -421284.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -421288.656250 Penalty: 4258.457031
	Iteration 29Q: 3 clusters Score -421288.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -421288.281250 Penalty: 4258.457031
	Iteration 30Q: 3 clusters Score -421288.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -421288.281250 Penalty: 4258.457031
	Iteration 31F: 3 clusters Score -421288.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (65737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65737 members 
Entering Unmasked Estep 
Score: -5042964.500000 Penalty: 2751.167480
	Iteration 0F: 2 clusters Score -5042964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33036 members 
Mstep: Class 2 contains 32701 members 
Entering Unmasked Estep 
Score: -4998904.500000 Penalty: 5502.334961
	Iteration 0F: 3 clusters Score -4998904 nChanged 30578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34440 members 
Mstep: Class 2 contains 31297 members 
Entering Unmasked Estep 
Score: -5016037.000000 Penalty: 5502.334961
	Iteration 1F: 3 clusters Score -5016037 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35381 members 
Mstep: Class 2 contains 30356 members 
Entering Unmasked Estep 
Score: -5017071.500000 Penalty: 5502.334961
	Iteration 2Q: 3 clusters Score -5017072 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36815 members 
Mstep: Class 2 contains 28922 members 
Entering Unmasked Estep 
Score: -5018444.000000 Penalty: 5502.334961
	Iteration 3Q: 3 clusters Score -5018444 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38954 members 
Mstep: Class 2 contains 26783 members 
Entering Unmasked Estep 
Score: -5020403.500000 Penalty: 5502.334961
	Iteration 4F: 3 clusters Score -5020404 nChanged 4184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41924 members 
Mstep: Class 2 contains 23813 members 
Entering Unmasked Estep 
Score: -5023215.000000 Penalty: 5502.334961
	Iteration 5F: 3 clusters Score -5023215 nChanged 4718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45686 members 
Mstep: Class 2 contains 20051 members 
Entering Unmasked Estep 
Score: -5027000.500000 Penalty: 5502.334961
	Iteration 6F: 3 clusters Score -5027000 nChanged 4875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49741 members 
Mstep: Class 2 contains 15996 members 
Entering Unmasked Estep 
Score: -5031459.000000 Penalty: 5502.334961
	Iteration 7F: 3 clusters Score -5031459 nChanged 4040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52969 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -5035150.000000 Penalty: 5502.334961
	Iteration 8F: 3 clusters Score -5035150 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55060 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -5037489.500000 Penalty: 5502.334961
	Iteration 9Q: 3 clusters Score -5037490 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56301 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -5038603.500000 Penalty: 5502.334961
	Iteration 10Q: 3 clusters Score -5038604 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57153 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -5039188.000000 Penalty: 5502.334961
	Iteration 11Q: 3 clusters Score -5039188 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57801 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -5039517.500000 Penalty: 5502.334961
	Iteration 12Q: 3 clusters Score -5039518 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58367 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -5039713.500000 Penalty: 5502.334961
	Iteration 13Q: 3 clusters Score -5039714 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58862 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -5039916.500000 Penalty: 5502.334961
	Iteration 14Q: 3 clusters Score -5039916 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59302 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -5040076.000000 Penalty: 5502.334961
	Iteration 15Q: 3 clusters Score -5040076 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59683 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -5040189.500000 Penalty: 5502.334961
	Iteration 16Q: 3 clusters Score -5040190 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60037 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -5040325.500000 Penalty: 5502.334961
	Iteration 17Q: 3 clusters Score -5040326 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60374 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -5040417.500000 Penalty: 5502.334961
	Iteration 18Q: 3 clusters Score -5040418 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60656 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -5040506.000000 Penalty: 5502.334961
	Iteration 19Q: 3 clusters Score -5040506 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60916 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -5040573.000000 Penalty: 5502.334961
	Iteration 20F: 3 clusters Score -5040573 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61154 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -5040682.500000 Penalty: 5502.334961
	Iteration 21Q: 3 clusters Score -5040682 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61364 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -5040758.000000 Penalty: 5502.334961
	Iteration 22Q: 3 clusters Score -5040758 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61560 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -5040830.000000 Penalty: 5502.334961
	Iteration 23Q: 3 clusters Score -5040830 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61744 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -5040867.000000 Penalty: 5502.334961
	Iteration 24Q: 3 clusters Score -5040867 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61908 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -5040939.500000 Penalty: 5502.334961
	Iteration 25Q: 3 clusters Score -5040940 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62049 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -5040943.000000 Penalty: 5502.334961
	Iteration 26Q: 3 clusters Score -5040943 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62193 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -5040997.000000 Penalty: 5502.334961
	Iteration 27Q: 3 clusters Score -5040997 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62321 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -5041033.500000 Penalty: 5502.334961
	Iteration 28Q: 3 clusters Score -5041034 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62434 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -5041050.000000 Penalty: 5502.334961
	Iteration 29Q: 3 clusters Score -5041050 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62547 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -5041079.000000 Penalty: 5502.334961
	Iteration 30Q: 3 clusters Score -5041079 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62655 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -5041120.500000 Penalty: 5502.334961
	Iteration 31Q: 3 clusters Score -5041120 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62755 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -5041146.000000 Penalty: 5502.334961
	Iteration 32Q: 3 clusters Score -5041146 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62846 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -5041173.500000 Penalty: 5502.334961
	Iteration 33Q: 3 clusters Score -5041174 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62929 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -5041208.500000 Penalty: 5502.334961
	Iteration 34Q: 3 clusters Score -5041208 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63010 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -5041226.500000 Penalty: 5502.334961
	Iteration 35Q: 3 clusters Score -5041226 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63093 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -5041250.000000 Penalty: 5502.334961
	Iteration 36Q: 3 clusters Score -5041250 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63166 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -5041272.000000 Penalty: 5502.334961
	Iteration 37Q: 3 clusters Score -5041272 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63239 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -5041297.000000 Penalty: 5502.334961
	Iteration 38Q: 3 clusters Score -5041297 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63303 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -5041314.000000 Penalty: 5502.334961
	Iteration 39Q: 3 clusters Score -5041314 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63355 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -5041350.000000 Penalty: 5502.334961
	Iteration 40F: 3 clusters Score -5041350 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63416 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -5041366.000000 Penalty: 5502.334961
	Iteration 41Q: 3 clusters Score -5041366 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63474 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -5041384.000000 Penalty: 5502.334961
	Iteration 42Q: 3 clusters Score -5041384 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63524 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -5041405.500000 Penalty: 5502.334961
	Iteration 43Q: 3 clusters Score -5041406 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63564 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -5041418.500000 Penalty: 5502.334961
	Iteration 44Q: 3 clusters Score -5041418 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63602 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -5041430.500000 Penalty: 5502.334961
	Iteration 45Q: 3 clusters Score -5041430 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63641 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -5041440.000000 Penalty: 5502.334961
	Iteration 46Q: 3 clusters Score -5041440 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63666 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -5041442.000000 Penalty: 5502.334961
	Iteration 47Q: 3 clusters Score -5041442 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63693 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -5041444.000000 Penalty: 5502.334961
	Iteration 48Q: 3 clusters Score -5041444 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63721 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -5041446.000000 Penalty: 5502.334961
	Iteration 49Q: 3 clusters Score -5041446 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63743 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -5041455.000000 Penalty: 5502.334961
	Iteration 50Q: 3 clusters Score -5041455 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63765 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -5041462.500000 Penalty: 5502.334961
	Iteration 51Q: 3 clusters Score -5041462 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63774 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -5041464.500000 Penalty: 5502.334961
	Iteration 52Q: 3 clusters Score -5041464 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63782 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -5041470.000000 Penalty: 5502.334961
	Iteration 53Q: 3 clusters Score -5041470 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63793 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -5041476.500000 Penalty: 5502.334961
	Iteration 54Q: 3 clusters Score -5041476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63798 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -5041474.500000 Penalty: 5502.334961
	Iteration 55Q: 3 clusters Score -5041474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63801 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -5041469.500000 Penalty: 5502.334961
	Iteration 56Q: 3 clusters Score -5041470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63808 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -5041471.500000 Penalty: 5502.334961
	Iteration 57Q: 3 clusters Score -5041472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63815 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -5041480.500000 Penalty: 5502.334961
	Iteration 58Q: 3 clusters Score -5041480 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63824 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -5041477.000000 Penalty: 5502.334961
	Iteration 59Q: 3 clusters Score -5041477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63826 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -5041474.500000 Penalty: 5502.334961
	Iteration 60F: 3 clusters Score -5041474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63827 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -5041477.000000 Penalty: 5502.334961
	Iteration 61Q: 3 clusters Score -5041477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63826 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -5041470.000000 Penalty: 5502.334961
	Iteration 62Q: 3 clusters Score -5041470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63826 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -5041470.000000 Penalty: 5502.334961
	Iteration 63F: 3 clusters Score -5041470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Entering Unmasked Estep 
Score: -332937.531250 Penalty: 2086.684814
	Iteration 0F: 2 clusters Score -332937.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -328743.343750 Penalty: 4173.369629
	Iteration 0F: 3 clusters Score -328743.3 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -329714.625000 Penalty: 4173.369629
	Iteration 1F: 3 clusters Score -329714.6 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -329914.218750 Penalty: 4173.369629
	Iteration 2F: 3 clusters Score -329914.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -330052.875000 Penalty: 4173.369629
	Iteration 3F: 3 clusters Score -330052.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -330161.281250 Penalty: 4173.369629
	Iteration 4Q: 3 clusters Score -330161.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -330256.031250 Penalty: 4173.369629
	Iteration 5Q: 3 clusters Score -330256 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -330355.500000 Penalty: 4173.369629
	Iteration 6Q: 3 clusters Score -330355.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -330452.281250 Penalty: 4173.369629
	Iteration 7Q: 3 clusters Score -330452.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -330554.562500 Penalty: 4173.369629
	Iteration 8Q: 3 clusters Score -330554.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -330652.906250 Penalty: 4173.369629
	Iteration 9Q: 3 clusters Score -330652.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -330741.000000 Penalty: 4173.369629
	Iteration 10Q: 3 clusters Score -330741 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -330819.375000 Penalty: 4173.369629
	Iteration 11Q: 3 clusters Score -330819.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -330870.593750 Penalty: 4173.369629
	Iteration 12Q: 3 clusters Score -330870.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -330920.156250 Penalty: 4173.369629
	Iteration 13Q: 3 clusters Score -330920.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -330967.437500 Penalty: 4173.369629
	Iteration 14Q: 3 clusters Score -330967.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -331010.750000 Penalty: 4173.369629
	Iteration 15Q: 3 clusters Score -331010.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -331041.937500 Penalty: 4173.369629
	Iteration 16Q: 3 clusters Score -331041.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -331070.656250 Penalty: 4173.369629
	Iteration 17Q: 3 clusters Score -331070.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -331095.937500 Penalty: 4173.369629
	Iteration 18Q: 3 clusters Score -331095.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -331108.531250 Penalty: 4173.369629
	Iteration 19Q: 3 clusters Score -331108.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -331119.437500 Penalty: 4173.369629
	Iteration 20F: 3 clusters Score -331119.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -331130.156250 Penalty: 4173.369629
	Iteration 21Q: 3 clusters Score -331130.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -331141.125000 Penalty: 4173.369629
	Iteration 22Q: 3 clusters Score -331141.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -331149.812500 Penalty: 4173.369629
	Iteration 23Q: 3 clusters Score -331149.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -331161.437500 Penalty: 4173.369629
	Iteration 24Q: 3 clusters Score -331161.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -331175.781250 Penalty: 4173.369629
	Iteration 25Q: 3 clusters Score -331175.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -331193.250000 Penalty: 4173.369629
	Iteration 26Q: 3 clusters Score -331193.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -331221.468750 Penalty: 4173.369629
	Iteration 27Q: 3 clusters Score -331221.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -331256.812500 Penalty: 4173.369629
	Iteration 28Q: 3 clusters Score -331256.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -331295.312500 Penalty: 4173.369629
	Iteration 29Q: 3 clusters Score -331295.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -331354.687500 Penalty: 4173.369629
	Iteration 30Q: 3 clusters Score -331354.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -331411.468750 Penalty: 4173.369629
	Iteration 31Q: 3 clusters Score -331411.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -331455.281250 Penalty: 4173.369629
	Iteration 32Q: 3 clusters Score -331455.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -331497.718750 Penalty: 4173.369629
	Iteration 33Q: 3 clusters Score -331497.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -331533.375000 Penalty: 4173.369629
	Iteration 34Q: 3 clusters Score -331533.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -331574.593750 Penalty: 4173.369629
	Iteration 35Q: 3 clusters Score -331574.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -331611.375000 Penalty: 4173.369629
	Iteration 36Q: 3 clusters Score -331611.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -331642.031250 Penalty: 4173.369629
	Iteration 37Q: 3 clusters Score -331642 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -331661.000000 Penalty: 4173.369629
	Iteration 38Q: 3 clusters Score -331661 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -331672.625000 Penalty: 4173.369629
	Iteration 39Q: 3 clusters Score -331672.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -331681.281250 Penalty: 4173.369629
	Iteration 40F: 3 clusters Score -331681.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -331687.312500 Penalty: 4173.369629
	Iteration 41Q: 3 clusters Score -331687.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -331689.843750 Penalty: 4173.369629
	Iteration 42Q: 3 clusters Score -331689.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -331692.968750 Penalty: 4173.369629
	Iteration 43Q: 3 clusters Score -331693 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -331694.187500 Penalty: 4173.369629
	Iteration 44Q: 3 clusters Score -331694.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -331696.500000 Penalty: 4173.369629
	Iteration 45Q: 3 clusters Score -331696.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -331698.531250 Penalty: 4173.369629
	Iteration 46Q: 3 clusters Score -331698.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -331698.656250 Penalty: 4173.369629
	Iteration 47Q: 3 clusters Score -331698.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -331698.687500 Penalty: 4173.369629
	Iteration 48Q: 3 clusters Score -331698.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -331698.687500 Penalty: 4173.369629
	Iteration 49F: 3 clusters Score -331698.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (121820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121820 members 
Entering Unmasked Estep 
Score: -9713378.000000 Penalty: 2904.154297
	Iteration 0F: 2 clusters Score -9713378 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60902 members 
Mstep: Class 2 contains 60918 members 
Entering Unmasked Estep 
Score: -9631990.000000 Penalty: 5808.308594
	Iteration 0F: 3 clusters Score -9631990 nChanged 57945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60489 members 
Mstep: Class 2 contains 61331 members 
Entering Unmasked Estep 
Score: -9665211.000000 Penalty: 5808.308594
	Iteration 1F: 3 clusters Score -9665211 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60227 members 
Mstep: Class 2 contains 61593 members 
Entering Unmasked Estep 
Score: -9666004.000000 Penalty: 5808.308594
	Iteration 2Q: 3 clusters Score -9666004 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59950 members 
Mstep: Class 2 contains 61870 members 
Entering Unmasked Estep 
Score: -9666812.000000 Penalty: 5808.308594
	Iteration 3Q: 3 clusters Score -9666812 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59591 members 
Mstep: Class 2 contains 62229 members 
Entering Unmasked Estep 
Score: -9667655.000000 Penalty: 5808.308594
	Iteration 4Q: 3 clusters Score -9667655 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59049 members 
Mstep: Class 2 contains 62771 members 
Entering Unmasked Estep 
Score: -9668737.000000 Penalty: 5808.308594
	Iteration 5Q: 3 clusters Score -9668737 nChanged 4183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58340 members 
Mstep: Class 2 contains 63480 members 
Entering Unmasked Estep 
Score: -9670066.000000 Penalty: 5808.308594
	Iteration 6Q: 3 clusters Score -9670066 nChanged 4575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57471 members 
Mstep: Class 2 contains 64349 members 
Entering Unmasked Estep 
Score: -9671647.000000 Penalty: 5808.308594
	Iteration 7Q: 3 clusters Score -9671647 nChanged 5014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56425 members 
Mstep: Class 2 contains 65395 members 
Entering Unmasked Estep 
Score: -9673713.000000 Penalty: 5808.308594
	Iteration 8Q: 3 clusters Score -9673713 nChanged 5694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55153 members 
Mstep: Class 2 contains 66667 members 
Entering Unmasked Estep 
Score: -9676642.000000 Penalty: 5808.308594
	Iteration 9Q: 3 clusters Score -9676642 nChanged 6433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53702 members 
Mstep: Class 2 contains 68118 members 
Entering Unmasked Estep 
Score: -9680667.000000 Penalty: 5808.308594
	Iteration 10F: 3 clusters Score -9680667 nChanged 6939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52247 members 
Mstep: Class 2 contains 69573 members 
Entering Unmasked Estep 
Score: -9685443.000000 Penalty: 5808.308594
	Iteration 11F: 3 clusters Score -9685443 nChanged 6985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51072 members 
Mstep: Class 2 contains 70748 members 
Entering Unmasked Estep 
Score: -9690085.000000 Penalty: 5808.308594
	Iteration 12F: 3 clusters Score -9690085 nChanged 5910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50232 members 
Mstep: Class 2 contains 71588 members 
Entering Unmasked Estep 
Score: -9693180.000000 Penalty: 5808.308594
	Iteration 13Q: 3 clusters Score -9693180 nChanged 4220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49628 members 
Mstep: Class 2 contains 72192 members 
Entering Unmasked Estep 
Score: -9694528.000000 Penalty: 5808.308594
	Iteration 14Q: 3 clusters Score -9694528 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49204 members 
Mstep: Class 2 contains 72616 members 
Entering Unmasked Estep 
Score: -9695008.000000 Penalty: 5808.308594
	Iteration 15Q: 3 clusters Score -9695008 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48828 members 
Mstep: Class 2 contains 72992 members 
Entering Unmasked Estep 
Score: -9695242.000000 Penalty: 5808.308594
	Iteration 16Q: 3 clusters Score -9695242 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48487 members 
Mstep: Class 2 contains 73333 members 
Entering Unmasked Estep 
Score: -9695377.000000 Penalty: 5808.308594
	Iteration 17Q: 3 clusters Score -9695377 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48173 members 
Mstep: Class 2 contains 73647 members 
Entering Unmasked Estep 
Score: -9695496.000000 Penalty: 5808.308594
	Iteration 18Q: 3 clusters Score -9695496 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47863 members 
Mstep: Class 2 contains 73957 members 
Entering Unmasked Estep 
Score: -9695554.000000 Penalty: 5808.308594
	Iteration 19Q: 3 clusters Score -9695554 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47541 members 
Mstep: Class 2 contains 74279 members 
Entering Unmasked Estep 
Score: -9695721.000000 Penalty: 5808.308594
	Iteration 20F: 3 clusters Score -9695721 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47221 members 
Mstep: Class 2 contains 74599 members 
Entering Unmasked Estep 
Score: -9695855.000000 Penalty: 5808.308594
	Iteration 21Q: 3 clusters Score -9695855 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46901 members 
Mstep: Class 2 contains 74919 members 
Entering Unmasked Estep 
Score: -9695935.000000 Penalty: 5808.308594
	Iteration 22Q: 3 clusters Score -9695935 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46598 members 
Mstep: Class 2 contains 75222 members 
Entering Unmasked Estep 
Score: -9696024.000000 Penalty: 5808.308594
	Iteration 23Q: 3 clusters Score -9696024 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46281 members 
Mstep: Class 2 contains 75539 members 
Entering Unmasked Estep 
Score: -9696123.000000 Penalty: 5808.308594
	Iteration 24Q: 3 clusters Score -9696123 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45931 members 
Mstep: Class 2 contains 75889 members 
Entering Unmasked Estep 
Score: -9696191.000000 Penalty: 5808.308594
	Iteration 25Q: 3 clusters Score -9696191 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45613 members 
Mstep: Class 2 contains 76207 members 
Entering Unmasked Estep 
Score: -9696316.000000 Penalty: 5808.308594
	Iteration 26Q: 3 clusters Score -9696316 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45327 members 
Mstep: Class 2 contains 76493 members 
Entering Unmasked Estep 
Score: -9696330.000000 Penalty: 5808.308594
	Iteration 27Q: 3 clusters Score -9696330 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45023 members 
Mstep: Class 2 contains 76797 members 
Entering Unmasked Estep 
Score: -9696371.000000 Penalty: 5808.308594
	Iteration 28Q: 3 clusters Score -9696371 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44713 members 
Mstep: Class 2 contains 77107 members 
Entering Unmasked Estep 
Score: -9696422.000000 Penalty: 5808.308594
	Iteration 29Q: 3 clusters Score -9696422 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44357 members 
Mstep: Class 2 contains 77463 members 
Entering Unmasked Estep 
Score: -9696458.000000 Penalty: 5808.308594
	Iteration 30Q: 3 clusters Score -9696458 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43964 members 
Mstep: Class 2 contains 77856 members 
Entering Unmasked Estep 
Score: -9696515.000000 Penalty: 5808.308594
	Iteration 31Q: 3 clusters Score -9696515 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43564 members 
Mstep: Class 2 contains 78256 members 
Entering Unmasked Estep 
Score: -9696572.000000 Penalty: 5808.308594
	Iteration 32Q: 3 clusters Score -9696572 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43153 members 
Mstep: Class 2 contains 78667 members 
Entering Unmasked Estep 
Score: -9696577.000000 Penalty: 5808.308594
	Iteration 33Q: 3 clusters Score -9696577 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42729 members 
Mstep: Class 2 contains 79091 members 
Entering Unmasked Estep 
Score: -9696630.000000 Penalty: 5808.308594
	Iteration 34Q: 3 clusters Score -9696630 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42317 members 
Mstep: Class 2 contains 79503 members 
Entering Unmasked Estep 
Score: -9696644.000000 Penalty: 5808.308594
	Iteration 35Q: 3 clusters Score -9696644 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41883 members 
Mstep: Class 2 contains 79937 members 
Entering Unmasked Estep 
Score: -9696676.000000 Penalty: 5808.308594
	Iteration 36Q: 3 clusters Score -9696676 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41430 members 
Mstep: Class 2 contains 80390 members 
Entering Unmasked Estep 
Score: -9696741.000000 Penalty: 5808.308594
	Iteration 37Q: 3 clusters Score -9696741 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40973 members 
Mstep: Class 2 contains 80847 members 
Entering Unmasked Estep 
Score: -9696775.000000 Penalty: 5808.308594
	Iteration 38Q: 3 clusters Score -9696775 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40521 members 
Mstep: Class 2 contains 81299 members 
Entering Unmasked Estep 
Score: -9696796.000000 Penalty: 5808.308594
	Iteration 39Q: 3 clusters Score -9696796 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39991 members 
Mstep: Class 2 contains 81829 members 
Entering Unmasked Estep 
Score: -9696866.000000 Penalty: 5808.308594
	Iteration 40F: 3 clusters Score -9696866 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39434 members 
Mstep: Class 2 contains 82386 members 
Entering Unmasked Estep 
Score: -9696953.000000 Penalty: 5808.308594
	Iteration 41Q: 3 clusters Score -9696953 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38882 members 
Mstep: Class 2 contains 82938 members 
Entering Unmasked Estep 
Score: -9697070.000000 Penalty: 5808.308594
	Iteration 42Q: 3 clusters Score -9697070 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38285 members 
Mstep: Class 2 contains 83535 members 
Entering Unmasked Estep 
Score: -9697115.000000 Penalty: 5808.308594
	Iteration 43Q: 3 clusters Score -9697115 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37703 members 
Mstep: Class 2 contains 84117 members 
Entering Unmasked Estep 
Score: -9697155.000000 Penalty: 5808.308594
	Iteration 44Q: 3 clusters Score -9697155 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37090 members 
Mstep: Class 2 contains 84730 members 
Entering Unmasked Estep 
Score: -9697208.000000 Penalty: 5808.308594
	Iteration 45Q: 3 clusters Score -9697208 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36427 members 
Mstep: Class 2 contains 85393 members 
Entering Unmasked Estep 
Score: -9697289.000000 Penalty: 5808.308594
	Iteration 46Q: 3 clusters Score -9697289 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35735 members 
Mstep: Class 2 contains 86085 members 
Entering Unmasked Estep 
Score: -9697384.000000 Penalty: 5808.308594
	Iteration 47Q: 3 clusters Score -9697384 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35016 members 
Mstep: Class 2 contains 86804 members 
Entering Unmasked Estep 
Score: -9697465.000000 Penalty: 5808.308594
	Iteration 48Q: 3 clusters Score -9697465 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34239 members 
Mstep: Class 2 contains 87581 members 
Entering Unmasked Estep 
Score: -9697572.000000 Penalty: 5808.308594
	Iteration 49Q: 3 clusters Score -9697572 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33450 members 
Mstep: Class 2 contains 88370 members 
Entering Unmasked Estep 
Score: -9697677.000000 Penalty: 5808.308594
	Iteration 50Q: 3 clusters Score -9697677 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32588 members 
Mstep: Class 2 contains 89232 members 
Entering Unmasked Estep 
Score: -9697831.000000 Penalty: 5808.308594
	Iteration 51Q: 3 clusters Score -9697831 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31652 members 
Mstep: Class 2 contains 90168 members 
Entering Unmasked Estep 
Score: -9697921.000000 Penalty: 5808.308594
	Iteration 52Q: 3 clusters Score -9697921 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30635 members 
Mstep: Class 2 contains 91185 members 
Entering Unmasked Estep 
Score: -9698111.000000 Penalty: 5808.308594
	Iteration 53Q: 3 clusters Score -9698111 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29512 members 
Mstep: Class 2 contains 92308 members 
Entering Unmasked Estep 
Score: -9698334.000000 Penalty: 5808.308594
	Iteration 54Q: 3 clusters Score -9698334 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28337 members 
Mstep: Class 2 contains 93483 members 
Entering Unmasked Estep 
Score: -9698595.000000 Penalty: 5808.308594
	Iteration 55Q: 3 clusters Score -9698595 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27090 members 
Mstep: Class 2 contains 94730 members 
Entering Unmasked Estep 
Score: -9698836.000000 Penalty: 5808.308594
	Iteration 56Q: 3 clusters Score -9698836 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25773 members 
Mstep: Class 2 contains 96047 members 
Entering Unmasked Estep 
Score: -9699117.000000 Penalty: 5808.308594
	Iteration 57Q: 3 clusters Score -9699117 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24316 members 
Mstep: Class 2 contains 97504 members 
Entering Unmasked Estep 
Score: -9699491.000000 Penalty: 5808.308594
	Iteration 58Q: 3 clusters Score -9699491 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22745 members 
Mstep: Class 2 contains 99075 members 
Entering Unmasked Estep 
Score: -9699947.000000 Penalty: 5808.308594
	Iteration 59Q: 3 clusters Score -9699947 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21027 members 
Mstep: Class 2 contains 100793 members 
Entering Unmasked Estep 
Score: -9700543.000000 Penalty: 5808.308594
	Iteration 60F: 3 clusters Score -9700543 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19154 members 
Mstep: Class 2 contains 102666 members 
Entering Unmasked Estep 
Score: -9701258.000000 Penalty: 5808.308594
	Iteration 61Q: 3 clusters Score -9701258 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 104649 members 
Entering Unmasked Estep 
Score: -9702008.000000 Penalty: 5808.308594
	Iteration 62Q: 3 clusters Score -9702008 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 106771 members 
Entering Unmasked Estep 
Score: -9703026.000000 Penalty: 5808.308594
	Iteration 63Q: 3 clusters Score -9703026 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 108958 members 
Entering Unmasked Estep 
Score: -9704029.000000 Penalty: 5808.308594
	Iteration 64Q: 3 clusters Score -9704029 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 111106 members 
Entering Unmasked Estep 
Score: -9705165.000000 Penalty: 5808.308594
	Iteration 65Q: 3 clusters Score -9705165 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 113071 members 
Entering Unmasked Estep 
Score: -9706234.000000 Penalty: 5808.308594
	Iteration 66Q: 3 clusters Score -9706234 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 114893 members 
Entering Unmasked Estep 
Score: -9707149.000000 Penalty: 5808.308594
	Iteration 67Q: 3 clusters Score -9707149 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 116516 members 
Entering Unmasked Estep 
Score: -9708149.000000 Penalty: 5808.308594
	Iteration 68Q: 3 clusters Score -9708149 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 117809 members 
Entering Unmasked Estep 
Score: -9708960.000000 Penalty: 5808.308594
	Iteration 69Q: 3 clusters Score -9708960 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 118785 members 
Entering Unmasked Estep 
Score: -9709592.000000 Penalty: 5808.308594
	Iteration 70Q: 3 clusters Score -9709592 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 119467 members 
Entering Unmasked Estep 
Score: -9710080.000000 Penalty: 5808.308594
	Iteration 71Q: 3 clusters Score -9710080 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 119901 members 
Entering Unmasked Estep 
Score: -9710401.000000 Penalty: 5808.308594
	Iteration 72Q: 3 clusters Score -9710401 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 120195 members 
Entering Unmasked Estep 
Score: -9710615.000000 Penalty: 5808.308594
	Iteration 73Q: 3 clusters Score -9710615 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 120385 members 
Entering Unmasked Estep 
Score: -9710729.000000 Penalty: 5808.308594
	Iteration 74Q: 3 clusters Score -9710729 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 120522 members 
Entering Unmasked Estep 
Score: -9710805.000000 Penalty: 5808.308594
	Iteration 75Q: 3 clusters Score -9710805 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 120617 members 
Entering Unmasked Estep 
Score: -9710854.000000 Penalty: 5808.308594
	Iteration 76Q: 3 clusters Score -9710854 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 120691 members 
Entering Unmasked Estep 
Score: -9710868.000000 Penalty: 5808.308594
	Iteration 77Q: 3 clusters Score -9710868 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 120743 members 
Entering Unmasked Estep 
Score: -9710909.000000 Penalty: 5808.308594
	Iteration 78Q: 3 clusters Score -9710909 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 120789 members 
Entering Unmasked Estep 
Score: -9710935.000000 Penalty: 5808.308594
	Iteration 79Q: 3 clusters Score -9710935 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 120823 members 
Entering Unmasked Estep 
Score: -9710966.000000 Penalty: 5808.308594
	Iteration 80F: 3 clusters Score -9710966 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 120861 members 
Entering Unmasked Estep 
Score: -9710995.000000 Penalty: 5808.308594
	Iteration 81Q: 3 clusters Score -9710995 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 120885 members 
Entering Unmasked Estep 
Score: -9711013.000000 Penalty: 5808.308594
	Iteration 82Q: 3 clusters Score -9711013 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 120899 members 
Entering Unmasked Estep 
Score: -9711014.000000 Penalty: 5808.308594
	Iteration 83Q: 3 clusters Score -9711014 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 120909 members 
Entering Unmasked Estep 
Score: -9711020.000000 Penalty: 5808.308594
	Iteration 84Q: 3 clusters Score -9711020 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 120920 members 
Entering Unmasked Estep 
Score: -9711033.000000 Penalty: 5808.308594
	Iteration 85Q: 3 clusters Score -9711033 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 120939 members 
Entering Unmasked Estep 
Score: -9711047.000000 Penalty: 5808.308594
	Iteration 86Q: 3 clusters Score -9711047 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 120961 members 
Entering Unmasked Estep 
Score: -9711047.000000 Penalty: 5808.308594
	Iteration 87Q: 3 clusters Score -9711047 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 120974 members 
Entering Unmasked Estep 
Score: -9711052.000000 Penalty: 5808.308594
	Iteration 88Q: 3 clusters Score -9711052 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 120986 members 
Entering Unmasked Estep 
Score: -9711050.000000 Penalty: 5808.308594
	Iteration 89Q: 3 clusters Score -9711050 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 120992 members 
Entering Unmasked Estep 
Score: -9711047.000000 Penalty: 5808.308594
	Iteration 90Q: 3 clusters Score -9711047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 120995 members 
Entering Unmasked Estep 
Score: -9711051.000000 Penalty: 5808.308594
	Iteration 91Q: 3 clusters Score -9711051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 120996 members 
Entering Unmasked Estep 
Score: -9711050.000000 Penalty: 5808.308594
	Iteration 92Q: 3 clusters Score -9711050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 120996 members 
Entering Unmasked Estep 
Score: -9711050.000000 Penalty: 5808.308594
	Iteration 93F: 3 clusters Score -9711050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (13572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Entering Unmasked Estep 
Score: -1084065.375000 Penalty: 2359.909424
	Iteration 0F: 2 clusters Score -1084065 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1074133.500000 Penalty: 4719.818848
	Iteration 0F: 3 clusters Score -1074134 nChanged 5801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -1077625.750000 Penalty: 4719.818848
	Iteration 1F: 3 clusters Score -1077626 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1078316.750000 Penalty: 4719.818848
	Iteration 2F: 3 clusters Score -1078317 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1079161.625000 Penalty: 4719.818848
	Iteration 3F: 3 clusters Score -1079162 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1080054.000000 Penalty: 4719.818848
	Iteration 4F: 3 clusters Score -1080054 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1080986.500000 Penalty: 4719.818848
	Iteration 5F: 3 clusters Score -1080986 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1081671.875000 Penalty: 4719.818848
	Iteration 6F: 3 clusters Score -1081672 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1082075.375000 Penalty: 4719.818848
	Iteration 7Q: 3 clusters Score -1082075 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -1082317.000000 Penalty: 4719.818848
	Iteration 8Q: 3 clusters Score -1082317 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1082485.125000 Penalty: 4719.818848
	Iteration 9Q: 3 clusters Score -1082485 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1082576.625000 Penalty: 4719.818848
	Iteration 10Q: 3 clusters Score -1082577 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1082635.125000 Penalty: 4719.818848
	Iteration 11Q: 3 clusters Score -1082635 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1082665.625000 Penalty: 4719.818848
	Iteration 12Q: 3 clusters Score -1082666 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1082690.125000 Penalty: 4719.818848
	Iteration 13Q: 3 clusters Score -1082690 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1082710.125000 Penalty: 4719.818848
	Iteration 14Q: 3 clusters Score -1082710 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1082717.125000 Penalty: 4719.818848
	Iteration 15Q: 3 clusters Score -1082717 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1082723.375000 Penalty: 4719.818848
	Iteration 16Q: 3 clusters Score -1082723 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1082727.625000 Penalty: 4719.818848
	Iteration 17Q: 3 clusters Score -1082728 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1082732.500000 Penalty: 4719.818848
	Iteration 18Q: 3 clusters Score -1082732 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1082739.250000 Penalty: 4719.818848
	Iteration 19Q: 3 clusters Score -1082739 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1082741.125000 Penalty: 4719.818848
	Iteration 20F: 3 clusters Score -1082741 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1082745.750000 Penalty: 4719.818848
	Iteration 21Q: 3 clusters Score -1082746 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1082748.250000 Penalty: 4719.818848
	Iteration 22Q: 3 clusters Score -1082748 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1082749.000000 Penalty: 4719.818848
	Iteration 23Q: 3 clusters Score -1082749 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1082750.500000 Penalty: 4719.818848
	Iteration 24Q: 3 clusters Score -1082750 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1082750.750000 Penalty: 4719.818848
	Iteration 25Q: 3 clusters Score -1082751 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1082754.250000 Penalty: 4719.818848
	Iteration 26Q: 3 clusters Score -1082754 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1082759.125000 Penalty: 4719.818848
	Iteration 27Q: 3 clusters Score -1082759 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1082762.875000 Penalty: 4719.818848
	Iteration 28Q: 3 clusters Score -1082763 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1082766.875000 Penalty: 4719.818848
	Iteration 29Q: 3 clusters Score -1082767 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1082770.625000 Penalty: 4719.818848
	Iteration 30Q: 3 clusters Score -1082771 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1082774.750000 Penalty: 4719.818848
	Iteration 31Q: 3 clusters Score -1082775 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1082783.500000 Penalty: 4719.818848
	Iteration 32Q: 3 clusters Score -1082784 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1082784.750000 Penalty: 4719.818848
	Iteration 33Q: 3 clusters Score -1082785 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1082786.250000 Penalty: 4719.818848
	Iteration 34Q: 3 clusters Score -1082786 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1082788.500000 Penalty: 4719.818848
	Iteration 35Q: 3 clusters Score -1082788 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1082791.375000 Penalty: 4719.818848
	Iteration 36Q: 3 clusters Score -1082791 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1082794.375000 Penalty: 4719.818848
	Iteration 37Q: 3 clusters Score -1082794 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1082794.875000 Penalty: 4719.818848
	Iteration 38Q: 3 clusters Score -1082795 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1082798.750000 Penalty: 4719.818848
	Iteration 39Q: 3 clusters Score -1082799 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1082799.625000 Penalty: 4719.818848
	Iteration 40F: 3 clusters Score -1082800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1082799.875000 Penalty: 4719.818848
	Iteration 41Q: 3 clusters Score -1082800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1082800.125000 Penalty: 4719.818848
	Iteration 42Q: 3 clusters Score -1082800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1082800.875000 Penalty: 4719.818848
	Iteration 43Q: 3 clusters Score -1082801 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1082802.250000 Penalty: 4719.818848
	Iteration 44Q: 3 clusters Score -1082802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1082801.875000 Penalty: 4719.818848
	Iteration 45Q: 3 clusters Score -1082802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1082803.000000 Penalty: 4719.818848
	Iteration 46Q: 3 clusters Score -1082803 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1082803.000000 Penalty: 4719.818848
	Iteration 47F: 3 clusters Score -1082803 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (45315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45315 members 
Entering Unmasked Estep 
Score: -3689978.000000 Penalty: 2658.905518
	Iteration 0F: 2 clusters Score -3689978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22683 members 
Mstep: Class 2 contains 22632 members 
Entering Unmasked Estep 
Score: -3659436.000000 Penalty: 5317.811035
	Iteration 0F: 3 clusters Score -3659436 nChanged 20950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22947 members 
Mstep: Class 2 contains 22368 members 
Entering Unmasked Estep 
Score: -3671004.000000 Penalty: 5317.811035
	Iteration 1F: 3 clusters Score -3671004 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23278 members 
Mstep: Class 2 contains 22037 members 
Entering Unmasked Estep 
Score: -3671672.500000 Penalty: 5317.811035
	Iteration 2Q: 3 clusters Score -3671672 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23774 members 
Mstep: Class 2 contains 21541 members 
Entering Unmasked Estep 
Score: -3672504.250000 Penalty: 5317.811035
	Iteration 3Q: 3 clusters Score -3672504 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24597 members 
Mstep: Class 2 contains 20718 members 
Entering Unmasked Estep 
Score: -3673598.750000 Penalty: 5317.811035
	Iteration 4F: 3 clusters Score -3673599 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25597 members 
Mstep: Class 2 contains 19718 members 
Entering Unmasked Estep 
Score: -3674973.500000 Penalty: 5317.811035
	Iteration 5F: 3 clusters Score -3674974 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26904 members 
Mstep: Class 2 contains 18411 members 
Entering Unmasked Estep 
Score: -3676810.250000 Penalty: 5317.811035
	Iteration 6F: 3 clusters Score -3676810 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28371 members 
Mstep: Class 2 contains 16944 members 
Entering Unmasked Estep 
Score: -3679186.250000 Penalty: 5317.811035
	Iteration 7F: 3 clusters Score -3679186 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29629 members 
Mstep: Class 2 contains 15686 members 
Entering Unmasked Estep 
Score: -3681330.000000 Penalty: 5317.811035
	Iteration 8F: 3 clusters Score -3681330 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30503 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -3682597.250000 Penalty: 5317.811035
	Iteration 9Q: 3 clusters Score -3682597 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31175 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -3683152.500000 Penalty: 5317.811035
	Iteration 10Q: 3 clusters Score -3683152 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31747 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -3683432.500000 Penalty: 5317.811035
	Iteration 11Q: 3 clusters Score -3683432 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32288 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -3683645.750000 Penalty: 5317.811035
	Iteration 12Q: 3 clusters Score -3683646 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32842 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -3683848.000000 Penalty: 5317.811035
	Iteration 13Q: 3 clusters Score -3683848 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33369 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -3684008.750000 Penalty: 5317.811035
	Iteration 14Q: 3 clusters Score -3684009 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33906 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -3684181.250000 Penalty: 5317.811035
	Iteration 15Q: 3 clusters Score -3684181 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34439 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -3684355.000000 Penalty: 5317.811035
	Iteration 16Q: 3 clusters Score -3684355 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34996 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -3684525.000000 Penalty: 5317.811035
	Iteration 17Q: 3 clusters Score -3684525 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35529 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -3684698.750000 Penalty: 5317.811035
	Iteration 18Q: 3 clusters Score -3684699 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36058 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -3684881.000000 Penalty: 5317.811035
	Iteration 19Q: 3 clusters Score -3684881 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36568 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -3685033.250000 Penalty: 5317.811035
	Iteration 20F: 3 clusters Score -3685033 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37059 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -3685196.750000 Penalty: 5317.811035
	Iteration 21Q: 3 clusters Score -3685197 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37533 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -3685351.500000 Penalty: 5317.811035
	Iteration 22Q: 3 clusters Score -3685352 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37985 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -3685515.250000 Penalty: 5317.811035
	Iteration 23Q: 3 clusters Score -3685515 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38399 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -3685651.750000 Penalty: 5317.811035
	Iteration 24Q: 3 clusters Score -3685652 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38820 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -3685764.500000 Penalty: 5317.811035
	Iteration 25Q: 3 clusters Score -3685764 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39237 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -3685914.000000 Penalty: 5317.811035
	Iteration 26Q: 3 clusters Score -3685914 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39655 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -3686060.000000 Penalty: 5317.811035
	Iteration 27Q: 3 clusters Score -3686060 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40039 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -3686207.750000 Penalty: 5317.811035
	Iteration 28Q: 3 clusters Score -3686208 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40405 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -3686351.500000 Penalty: 5317.811035
	Iteration 29Q: 3 clusters Score -3686352 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40749 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -3686442.250000 Penalty: 5317.811035
	Iteration 30Q: 3 clusters Score -3686442 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41078 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -3686552.500000 Penalty: 5317.811035
	Iteration 31Q: 3 clusters Score -3686552 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41369 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -3686660.250000 Penalty: 5317.811035
	Iteration 32Q: 3 clusters Score -3686660 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41653 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -3686784.750000 Penalty: 5317.811035
	Iteration 33Q: 3 clusters Score -3686785 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41908 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -3686846.250000 Penalty: 5317.811035
	Iteration 34Q: 3 clusters Score -3686846 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42148 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -3686930.750000 Penalty: 5317.811035
	Iteration 35Q: 3 clusters Score -3686931 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42372 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -3687008.000000 Penalty: 5317.811035
	Iteration 36Q: 3 clusters Score -3687008 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42558 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -3687083.000000 Penalty: 5317.811035
	Iteration 37Q: 3 clusters Score -3687083 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42742 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -3687162.000000 Penalty: 5317.811035
	Iteration 38Q: 3 clusters Score -3687162 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42897 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -3687212.000000 Penalty: 5317.811035
	Iteration 39Q: 3 clusters Score -3687212 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43055 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -3687270.750000 Penalty: 5317.811035
	Iteration 40F: 3 clusters Score -3687271 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43180 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -3687329.500000 Penalty: 5317.811035
	Iteration 41Q: 3 clusters Score -3687330 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43289 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -3687368.250000 Penalty: 5317.811035
	Iteration 42Q: 3 clusters Score -3687368 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43385 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -3687395.750000 Penalty: 5317.811035
	Iteration 43Q: 3 clusters Score -3687396 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43472 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -3687425.250000 Penalty: 5317.811035
	Iteration 44Q: 3 clusters Score -3687425 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43539 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -3687439.000000 Penalty: 5317.811035
	Iteration 45Q: 3 clusters Score -3687439 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43610 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -3687462.750000 Penalty: 5317.811035
	Iteration 46Q: 3 clusters Score -3687463 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43669 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -3687500.500000 Penalty: 5317.811035
	Iteration 47Q: 3 clusters Score -3687500 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43732 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -3687504.250000 Penalty: 5317.811035
	Iteration 48Q: 3 clusters Score -3687504 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43784 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -3687531.500000 Penalty: 5317.811035
	Iteration 49Q: 3 clusters Score -3687532 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43836 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -3687559.750000 Penalty: 5317.811035
	Iteration 50Q: 3 clusters Score -3687560 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43875 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -3687574.750000 Penalty: 5317.811035
	Iteration 51Q: 3 clusters Score -3687575 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43921 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -3687589.500000 Penalty: 5317.811035
	Iteration 52Q: 3 clusters Score -3687590 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43958 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -3687595.500000 Penalty: 5317.811035
	Iteration 53Q: 3 clusters Score -3687596 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43988 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -3687600.750000 Penalty: 5317.811035
	Iteration 54Q: 3 clusters Score -3687601 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44018 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -3687607.000000 Penalty: 5317.811035
	Iteration 55Q: 3 clusters Score -3687607 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44046 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -3687622.000000 Penalty: 5317.811035
	Iteration 56Q: 3 clusters Score -3687622 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44071 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -3687630.500000 Penalty: 5317.811035
	Iteration 57Q: 3 clusters Score -3687630 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44087 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -3687638.750000 Penalty: 5317.811035
	Iteration 58Q: 3 clusters Score -3687639 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44101 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -3687643.750000 Penalty: 5317.811035
	Iteration 59Q: 3 clusters Score -3687644 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44113 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -3687653.000000 Penalty: 5317.811035
	Iteration 60F: 3 clusters Score -3687653 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44125 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -3687651.000000 Penalty: 5317.811035
	Iteration 61Q: 3 clusters Score -3687651 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44142 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -3687655.000000 Penalty: 5317.811035
	Iteration 62Q: 3 clusters Score -3687655 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44151 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -3687659.500000 Penalty: 5317.811035
	Iteration 63Q: 3 clusters Score -3687660 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44166 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -3687669.750000 Penalty: 5317.811035
	Iteration 64Q: 3 clusters Score -3687670 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44183 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -3687669.250000 Penalty: 5317.811035
	Iteration 65Q: 3 clusters Score -3687669 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44198 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -3687669.250000 Penalty: 5317.811035
	Iteration 66Q: 3 clusters Score -3687669 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44220 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -3687683.250000 Penalty: 5317.811035
	Iteration 67Q: 3 clusters Score -3687683 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44235 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -3687693.750000 Penalty: 5317.811035
	Iteration 68Q: 3 clusters Score -3687694 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44251 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -3687709.250000 Penalty: 5317.811035
	Iteration 69Q: 3 clusters Score -3687709 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44271 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -3687718.250000 Penalty: 5317.811035
	Iteration 70Q: 3 clusters Score -3687718 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44287 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -3687717.000000 Penalty: 5317.811035
	Iteration 71Q: 3 clusters Score -3687717 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44298 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -3687726.750000 Penalty: 5317.811035
	Iteration 72Q: 3 clusters Score -3687727 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44311 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -3687740.750000 Penalty: 5317.811035
	Iteration 73Q: 3 clusters Score -3687741 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44322 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -3687742.750000 Penalty: 5317.811035
	Iteration 74Q: 3 clusters Score -3687743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44324 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -3687742.000000 Penalty: 5317.811035
	Iteration 75Q: 3 clusters Score -3687742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44325 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -3687739.750000 Penalty: 5317.811035
	Iteration 76Q: 3 clusters Score -3687740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44327 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -3687744.500000 Penalty: 5317.811035
	Iteration 77Q: 3 clusters Score -3687744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44329 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -3687744.000000 Penalty: 5317.811035
	Iteration 78Q: 3 clusters Score -3687744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44331 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -3687741.750000 Penalty: 5317.811035
	Iteration 79Q: 3 clusters Score -3687742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44334 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -3687747.250000 Penalty: 5317.811035
	Iteration 80F: 3 clusters Score -3687747 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44338 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -3687750.000000 Penalty: 5317.811035
	Iteration 81Q: 3 clusters Score -3687750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44346 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -3687749.250000 Penalty: 5317.811035
	Iteration 82Q: 3 clusters Score -3687749 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44355 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -3687751.250000 Penalty: 5317.811035
	Iteration 83Q: 3 clusters Score -3687751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44358 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -3687752.750000 Penalty: 5317.811035
	Iteration 84Q: 3 clusters Score -3687753 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44359 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -3687753.250000 Penalty: 5317.811035
	Iteration 85Q: 3 clusters Score -3687753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44361 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -3687753.000000 Penalty: 5317.811035
	Iteration 86Q: 3 clusters Score -3687753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44365 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -3687753.750000 Penalty: 5317.811035
	Iteration 87Q: 3 clusters Score -3687754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44365 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -3687753.750000 Penalty: 5317.811035
	Iteration 88F: 3 clusters Score -3687754 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (598953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598953 members 
Entering Unmasked Estep 
Score: -47083668.000000 Penalty: 3299.128662
	Iteration 0F: 2 clusters Score -4.708367e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298608 members 
Mstep: Class 2 contains 300345 members 
Entering Unmasked Estep 
Score: -46678932.000000 Penalty: 6598.257324
	Iteration 0F: 3 clusters Score -4.667893e+07 nChanged 293076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275306 members 
Mstep: Class 2 contains 323647 members 
Entering Unmasked Estep 
Score: -46858816.000000 Penalty: 6598.257324
	Iteration 1F: 3 clusters Score -4.685882e+07 nChanged 21181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258793 members 
Mstep: Class 2 contains 340160 members 
Entering Unmasked Estep 
Score: -46865156.000000 Penalty: 6598.257324
	Iteration 2Q: 3 clusters Score -4.686516e+07 nChanged 28802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232827 members 
Mstep: Class 2 contains 366126 members 
Entering Unmasked Estep 
Score: -46878248.000000 Penalty: 6598.257324
	Iteration 3Q: 3 clusters Score -4.687825e+07 nChanged 40241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194602 members 
Mstep: Class 2 contains 404351 members 
Entering Unmasked Estep 
Score: -46903504.000000 Penalty: 6598.257324
	Iteration 4F: 3 clusters Score -4.69035e+07 nChanged 51134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144738 members 
Mstep: Class 2 contains 454215 members 
Entering Unmasked Estep 
Score: -46945236.000000 Penalty: 6598.257324
	Iteration 5F: 3 clusters Score -4.694524e+07 nChanged 53941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91707 members 
Mstep: Class 2 contains 507246 members 
Entering Unmasked Estep 
Score: -46996160.000000 Penalty: 6598.257324
	Iteration 6F: 3 clusters Score -4.699616e+07 nChanged 43177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48966 members 
Mstep: Class 2 contains 549987 members 
Entering Unmasked Estep 
Score: -47038240.000000 Penalty: 6598.257324
	Iteration 7F: 3 clusters Score -4.703824e+07 nChanged 26050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23078 members 
Mstep: Class 2 contains 575875 members 
Entering Unmasked Estep 
Score: -47061936.000000 Penalty: 6598.257324
	Iteration 8Q: 3 clusters Score -4.706194e+07 nChanged 12632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 588457 members 
Entering Unmasked Estep 
Score: -47073240.000000 Penalty: 6598.257324
	Iteration 9Q: 3 clusters Score -4.707324e+07 nChanged 5407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 593842 members 
Entering Unmasked Estep 
Score: -47077692.000000 Penalty: 6598.257324
	Iteration 10Q: 3 clusters Score -4.707769e+07 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 596075 members 
Entering Unmasked Estep 
Score: -47079368.000000 Penalty: 6598.257324
	Iteration 11Q: 3 clusters Score -4.707937e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 596991 members 
Entering Unmasked Estep 
Score: -47080056.000000 Penalty: 6598.257324
	Iteration 12Q: 3 clusters Score -4.708006e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 597395 members 
Entering Unmasked Estep 
Score: -47080512.000000 Penalty: 6598.257324
	Iteration 13Q: 3 clusters Score -4.708051e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 597555 members 
Entering Unmasked Estep 
Score: -47080776.000000 Penalty: 6598.257324
	Iteration 14Q: 3 clusters Score -4.708078e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 597600 members 
Entering Unmasked Estep 
Score: -47080920.000000 Penalty: 6598.257324
	Iteration 15Q: 3 clusters Score -4.708092e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 597619 members 
Entering Unmasked Estep 
Score: -47081048.000000 Penalty: 6598.257324
	Iteration 16Q: 3 clusters Score -4.708105e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 597575 members 
Entering Unmasked Estep 
Score: -47081268.000000 Penalty: 6598.257324
	Iteration 17Q: 3 clusters Score -4.708127e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 597490 members 
Entering Unmasked Estep 
Score: -47081512.000000 Penalty: 6598.257324
	Iteration 18Q: 3 clusters Score -4.708151e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 597385 members 
Entering Unmasked Estep 
Score: -47081728.000000 Penalty: 6598.257324
	Iteration 19Q: 3 clusters Score -4.708173e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 597235 members 
Entering Unmasked Estep 
Score: -47081992.000000 Penalty: 6598.257324
	Iteration 20F: 3 clusters Score -4.708199e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 597061 members 
Entering Unmasked Estep 
Score: -47082136.000000 Penalty: 6598.257324
	Iteration 21Q: 3 clusters Score -4.708214e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 596891 members 
Entering Unmasked Estep 
Score: -47082292.000000 Penalty: 6598.257324
	Iteration 22Q: 3 clusters Score -4.708229e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 596693 members 
Entering Unmasked Estep 
Score: -47082460.000000 Penalty: 6598.257324
	Iteration 23Q: 3 clusters Score -4.708246e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 596484 members 
Entering Unmasked Estep 
Score: -47082696.000000 Penalty: 6598.257324
	Iteration 24Q: 3 clusters Score -4.70827e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 596228 members 
Entering Unmasked Estep 
Score: -47082908.000000 Penalty: 6598.257324
	Iteration 25Q: 3 clusters Score -4.708291e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 595954 members 
Entering Unmasked Estep 
Score: -47083004.000000 Penalty: 6598.257324
	Iteration 26Q: 3 clusters Score -4.7083e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 595657 members 
Entering Unmasked Estep 
Score: -47083148.000000 Penalty: 6598.257324
	Iteration 27Q: 3 clusters Score -4.708315e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 595374 members 
Entering Unmasked Estep 
Score: -47083316.000000 Penalty: 6598.257324
	Iteration 28Q: 3 clusters Score -4.708332e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 595094 members 
Entering Unmasked Estep 
Score: -47083432.000000 Penalty: 6598.257324
	Iteration 29Q: 3 clusters Score -4.708343e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 594849 members 
Entering Unmasked Estep 
Score: -47083536.000000 Penalty: 6598.257324
	Iteration 30Q: 3 clusters Score -4.708354e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 594649 members 
Entering Unmasked Estep 
Score: -47083524.000000 Penalty: 6598.257324
	Iteration 31Q: 3 clusters Score -4.708352e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 594466 members 
Entering Unmasked Estep 
Score: -47083500.000000 Penalty: 6598.257324
	Iteration 32Q: 3 clusters Score -4.70835e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 594316 members 
Entering Unmasked Estep 
Score: -47083564.000000 Penalty: 6598.257324
	Iteration 33Q: 3 clusters Score -4.708356e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 594182 members 
Entering Unmasked Estep 
Score: -47083536.000000 Penalty: 6598.257324
	Iteration 34Q: 3 clusters Score -4.708354e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 594094 members 
Entering Unmasked Estep 
Score: -47083536.000000 Penalty: 6598.257324
	Iteration 35Q: 3 clusters Score -4.708354e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 594005 members 
Entering Unmasked Estep 
Score: -47083584.000000 Penalty: 6598.257324
	Iteration 36Q: 3 clusters Score -4.708358e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 593941 members 
Entering Unmasked Estep 
Score: -47083588.000000 Penalty: 6598.257324
	Iteration 37Q: 3 clusters Score -4.708359e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 593894 members 
Entering Unmasked Estep 
Score: -47083588.000000 Penalty: 6598.257324
	Iteration 38Q: 3 clusters Score -4.708359e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 593849 members 
Entering Unmasked Estep 
Score: -47083624.000000 Penalty: 6598.257324
	Iteration 39Q: 3 clusters Score -4.708362e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 593802 members 
Entering Unmasked Estep 
Score: -47083696.000000 Penalty: 6598.257324
	Iteration 40F: 3 clusters Score -4.70837e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 593592 members 
Entering Unmasked Estep 
Score: -47083720.000000 Penalty: 6598.257324
	Iteration 41Q: 3 clusters Score -4.708372e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 593412 members 
Entering Unmasked Estep 
Score: -47083772.000000 Penalty: 6598.257324
	Iteration 42Q: 3 clusters Score -4.708377e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 593255 members 
Entering Unmasked Estep 
Score: -47083836.000000 Penalty: 6598.257324
	Iteration 43Q: 3 clusters Score -4.708384e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 593092 members 
Entering Unmasked Estep 
Score: -47083880.000000 Penalty: 6598.257324
	Iteration 44Q: 3 clusters Score -4.708388e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 592948 members 
Entering Unmasked Estep 
Score: -47083896.000000 Penalty: 6598.257324
	Iteration 45Q: 3 clusters Score -4.70839e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 592818 members 
Entering Unmasked Estep 
Score: -47083896.000000 Penalty: 6598.257324
	Iteration 46Q: 3 clusters Score -4.70839e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 592716 members 
Entering Unmasked Estep 
Score: -47083948.000000 Penalty: 6598.257324
	Iteration 47Q: 3 clusters Score -4.708395e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 592602 members 
Entering Unmasked Estep 
Score: -47083840.000000 Penalty: 6598.257324
	Iteration 48Q: 3 clusters Score -4.708384e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 592498 members 
Entering Unmasked Estep 
Score: -47083924.000000 Penalty: 6598.257324
	Iteration 49Q: 3 clusters Score -4.708392e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 592386 members 
Entering Unmasked Estep 
Score: -47083956.000000 Penalty: 6598.257324
	Iteration 50Q: 3 clusters Score -4.708396e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 592302 members 
Entering Unmasked Estep 
Score: -47084016.000000 Penalty: 6598.257324
	Iteration 51Q: 3 clusters Score -4.708402e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 592233 members 
Entering Unmasked Estep 
Score: -47083956.000000 Penalty: 6598.257324
	Iteration 52Q: 3 clusters Score -4.708396e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 592154 members 
Entering Unmasked Estep 
Score: -47083952.000000 Penalty: 6598.257324
	Iteration 53Q: 3 clusters Score -4.708395e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 592080 members 
Entering Unmasked Estep 
Score: -47084008.000000 Penalty: 6598.257324
	Iteration 54Q: 3 clusters Score -4.708401e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 592017 members 
Entering Unmasked Estep 
Score: -47083980.000000 Penalty: 6598.257324
	Iteration 55Q: 3 clusters Score -4.708398e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 591962 members 
Entering Unmasked Estep 
Score: -47083980.000000 Penalty: 6598.257324
	Iteration 56Q: 3 clusters Score -4.708398e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 591902 members 
Entering Unmasked Estep 
Score: -47084004.000000 Penalty: 6598.257324
	Iteration 57Q: 3 clusters Score -4.7084e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 591844 members 
Entering Unmasked Estep 
Score: -47083972.000000 Penalty: 6598.257324
	Iteration 58Q: 3 clusters Score -4.708397e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 591800 members 
Entering Unmasked Estep 
Score: -47083980.000000 Penalty: 6598.257324
	Iteration 59Q: 3 clusters Score -4.708398e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 591774 members 
Entering Unmasked Estep 
Score: -47083960.000000 Penalty: 6598.257324
	Iteration 60F: 3 clusters Score -4.708396e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 591747 members 
Entering Unmasked Estep 
Score: -47083956.000000 Penalty: 6598.257324
	Iteration 61Q: 3 clusters Score -4.708396e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 591714 members 
Entering Unmasked Estep 
Score: -47083976.000000 Penalty: 6598.257324
	Iteration 62Q: 3 clusters Score -4.708398e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 591683 members 
Entering Unmasked Estep 
Score: -47083964.000000 Penalty: 6598.257324
	Iteration 63Q: 3 clusters Score -4.708396e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 591660 members 
Entering Unmasked Estep 
Score: -47084004.000000 Penalty: 6598.257324
	Iteration 64Q: 3 clusters Score -4.7084e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 591638 members 
Entering Unmasked Estep 
Score: -47084048.000000 Penalty: 6598.257324
	Iteration 65Q: 3 clusters Score -4.708405e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 591620 members 
Entering Unmasked Estep 
Score: -47084032.000000 Penalty: 6598.257324
	Iteration 66Q: 3 clusters Score -4.708403e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 591598 members 
Entering Unmasked Estep 
Score: -47084048.000000 Penalty: 6598.257324
	Iteration 67Q: 3 clusters Score -4.708405e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 591582 members 
Entering Unmasked Estep 
Score: -47084024.000000 Penalty: 6598.257324
	Iteration 68Q: 3 clusters Score -4.708402e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 591568 members 
Entering Unmasked Estep 
Score: -47084020.000000 Penalty: 6598.257324
	Iteration 69Q: 3 clusters Score -4.708402e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 591562 members 
Entering Unmasked Estep 
Score: -47084036.000000 Penalty: 6598.257324
	Iteration 70Q: 3 clusters Score -4.708404e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 591555 members 
Entering Unmasked Estep 
Score: -47084088.000000 Penalty: 6598.257324
	Iteration 71Q: 3 clusters Score -4.708409e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 591548 members 
Entering Unmasked Estep 
Score: -47084056.000000 Penalty: 6598.257324
	Iteration 72Q: 3 clusters Score -4.708406e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 591542 members 
Entering Unmasked Estep 
Score: -47084080.000000 Penalty: 6598.257324
	Iteration 73Q: 3 clusters Score -4.708408e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 591536 members 
Entering Unmasked Estep 
Score: -47084056.000000 Penalty: 6598.257324
	Iteration 74Q: 3 clusters Score -4.708406e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 591527 members 
Entering Unmasked Estep 
Score: -47084064.000000 Penalty: 6598.257324
	Iteration 75Q: 3 clusters Score -4.708406e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 591522 members 
Entering Unmasked Estep 
Score: -47084068.000000 Penalty: 6598.257324
	Iteration 76Q: 3 clusters Score -4.708407e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 591517 members 
Entering Unmasked Estep 
Score: -47084052.000000 Penalty: 6598.257324
	Iteration 77Q: 3 clusters Score -4.708405e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 591512 members 
Entering Unmasked Estep 
Score: -47084040.000000 Penalty: 6598.257324
	Iteration 78Q: 3 clusters Score -4.708404e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 591509 members 
Entering Unmasked Estep 
Score: -47084036.000000 Penalty: 6598.257324
	Iteration 79Q: 3 clusters Score -4.708404e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 591499 members 
Entering Unmasked Estep 
Score: -47084052.000000 Penalty: 6598.257324
	Iteration 80F: 3 clusters Score -4.708405e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 591492 members 
Entering Unmasked Estep 
Score: -47084040.000000 Penalty: 6598.257324
	Iteration 81Q: 3 clusters Score -4.708404e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 591483 members 
Entering Unmasked Estep 
Score: -47084032.000000 Penalty: 6598.257324
	Iteration 82Q: 3 clusters Score -4.708403e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 591474 members 
Entering Unmasked Estep 
Score: -47084036.000000 Penalty: 6598.257324
	Iteration 83Q: 3 clusters Score -4.708404e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 591462 members 
Entering Unmasked Estep 
Score: -47084060.000000 Penalty: 6598.257324
	Iteration 84Q: 3 clusters Score -4.708406e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 591450 members 
Entering Unmasked Estep 
Score: -47084016.000000 Penalty: 6598.257324
	Iteration 85Q: 3 clusters Score -4.708402e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 591441 members 
Entering Unmasked Estep 
Score: -47084052.000000 Penalty: 6598.257324
	Iteration 86Q: 3 clusters Score -4.708405e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 591434 members 
Entering Unmasked Estep 
Score: -47084088.000000 Penalty: 6598.257324
	Iteration 87Q: 3 clusters Score -4.708409e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 591423 members 
Entering Unmasked Estep 
Score: -47084056.000000 Penalty: 6598.257324
	Iteration 88Q: 3 clusters Score -4.708406e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 591409 members 
Entering Unmasked Estep 
Score: -47084040.000000 Penalty: 6598.257324
	Iteration 89Q: 3 clusters Score -4.708404e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 591395 members 
Entering Unmasked Estep 
Score: -47084044.000000 Penalty: 6598.257324
	Iteration 90Q: 3 clusters Score -4.708404e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 591384 members 
Entering Unmasked Estep 
Score: -47084056.000000 Penalty: 6598.257324
	Iteration 91Q: 3 clusters Score -4.708406e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 591375 members 
Entering Unmasked Estep 
Score: -47084064.000000 Penalty: 6598.257324
	Iteration 92Q: 3 clusters Score -4.708406e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 591368 members 
Entering Unmasked Estep 
Score: -47084076.000000 Penalty: 6598.257324
	Iteration 93Q: 3 clusters Score -4.708408e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 591355 members 
Entering Unmasked Estep 
Score: -47084080.000000 Penalty: 6598.257324
	Iteration 94Q: 3 clusters Score -4.708408e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 591347 members 
Entering Unmasked Estep 
Score: -47084076.000000 Penalty: 6598.257324
	Iteration 95Q: 3 clusters Score -4.708408e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 591343 members 
Entering Unmasked Estep 
Score: -47084084.000000 Penalty: 6598.257324
	Iteration 96Q: 3 clusters Score -4.708408e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 591334 members 
Entering Unmasked Estep 
Score: -47084096.000000 Penalty: 6598.257324
	Iteration 97Q: 3 clusters Score -4.70841e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 591329 members 
Entering Unmasked Estep 
Score: -47084080.000000 Penalty: 6598.257324
	Iteration 98Q: 3 clusters Score -4.708408e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 591320 members 
Entering Unmasked Estep 
Score: -47084072.000000 Penalty: 6598.257324
	Iteration 99Q: 3 clusters Score -4.708407e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 591308 members 
Entering Unmasked Estep 
Score: -47084072.000000 Penalty: 6598.257324
	Iteration 100F: 3 clusters Score -4.708407e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 591300 members 
Entering Unmasked Estep 
Score: -47084064.000000 Penalty: 6598.257324
	Iteration 101Q: 3 clusters Score -4.708406e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 591296 members 
Entering Unmasked Estep 
Score: -47084092.000000 Penalty: 6598.257324
	Iteration 102Q: 3 clusters Score -4.708409e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 591288 members 
Entering Unmasked Estep 
Score: -47084068.000000 Penalty: 6598.257324
	Iteration 103Q: 3 clusters Score -4.708407e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 591284 members 
Entering Unmasked Estep 
Score: -47084076.000000 Penalty: 6598.257324
	Iteration 104Q: 3 clusters Score -4.708408e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 591279 members 
Entering Unmasked Estep 
Score: -47084060.000000 Penalty: 6598.257324
	Iteration 105Q: 3 clusters Score -4.708406e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 591276 members 
Entering Unmasked Estep 
Score: -47084056.000000 Penalty: 6598.257324
	Iteration 106Q: 3 clusters Score -4.708406e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 591272 members 
Entering Unmasked Estep 
Score: -47084072.000000 Penalty: 6598.257324
	Iteration 107Q: 3 clusters Score -4.708407e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 591269 members 
Entering Unmasked Estep 
Score: -47084060.000000 Penalty: 6598.257324
	Iteration 108Q: 3 clusters Score -4.708406e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 591267 members 
Entering Unmasked Estep 
Score: -47084068.000000 Penalty: 6598.257324
	Iteration 109Q: 3 clusters Score -4.708407e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 591267 members 
Entering Unmasked Estep 
Score: -47084076.000000 Penalty: 6598.257324
	Iteration 110Q: 3 clusters Score -4.708408e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 591265 members 
Entering Unmasked Estep 
Score: -47084064.000000 Penalty: 6598.257324
	Iteration 111Q: 3 clusters Score -4.708406e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 591264 members 
Entering Unmasked Estep 
Score: -47084068.000000 Penalty: 6598.257324
	Iteration 112Q: 3 clusters Score -4.708407e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 591263 members 
Entering Unmasked Estep 
Score: -47084060.000000 Penalty: 6598.257324
	Iteration 113Q: 3 clusters Score -4.708406e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 591262 members 
Entering Unmasked Estep 
Score: -47084064.000000 Penalty: 6598.257324
	Iteration 114Q: 3 clusters Score -4.708406e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 591260 members 
Entering Unmasked Estep 
Score: -47084036.000000 Penalty: 6598.257324
	Iteration 115Q: 3 clusters Score -4.708404e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 591258 members 
Entering Unmasked Estep 
Score: -47084040.000000 Penalty: 6598.257324
	Iteration 116Q: 3 clusters Score -4.708404e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 591256 members 
Entering Unmasked Estep 
Score: -47084032.000000 Penalty: 6598.257324
	Iteration 117Q: 3 clusters Score -4.708403e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 591257 members 
Entering Unmasked Estep 
Score: -47084028.000000 Penalty: 6598.257324
	Iteration 118Q: 3 clusters Score -4.708403e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 591256 members 
Entering Unmasked Estep 
Score: -47084036.000000 Penalty: 6598.257324
	Iteration 119Q: 3 clusters Score -4.708404e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 591256 members 
Entering Unmasked Estep 
Score: -47084036.000000 Penalty: 6598.257324
	Iteration 120F: 3 clusters Score -4.708404e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 3458 members 
Mstep: Class 3 contains 8477 members 
Mstep: Class 4 contains 3087 members 
Mstep: Class 5 contains 17867 members 
Mstep: Class 6 contains 28365 members 
Mstep: Class 7 contains 19410 members 
Mstep: Class 8 contains 6126 members 
Mstep: Class 9 contains 77176 members 
Mstep: Class 10 contains 73511 members 
Mstep: Class 11 contains 4954 members 
Mstep: Class 12 contains 8853 members 
Mstep: Class 13 contains 14247 members 
Mstep: Class 14 contains 4799 members 
Mstep: Class 15 contains 7842 members 
Mstep: Class 16 contains 6146 members 
Mstep: Class 17 contains 153497 members 
Mstep: Class 18 contains 7418 members 
Mstep: Class 19 contains 39617 members 
Mstep: Class 20 contains 25485 members 
Mstep: Class 21 contains 7251 members 
Mstep: Class 22 contains 4091 members 
Mstep: Class 23 contains 65543 members 
Mstep: Class 24 contains 4465 members 
Mstep: Class 25 contains 5354 members 
Mstep: Class 26 contains 65737 members 
Mstep: Class 27 contains 4510 members 
Mstep: Class 28 contains 121820 members 
Mstep: Class 29 contains 13572 members 
Mstep: Class 30 contains 45315 members 
Mstep: Class 31 contains 7697 members 
Mstep: Class 32 contains 1229 members 
Mstep: Class 33 contains 5317 members 
Mstep: Class 34 contains 591256 members 
Entering Unmasked Estep 
Score: -111967952.000000 Penalty: 119701.210938
Splitting cluster 31 changes total score from -111967912.000000 to -111967952.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 32 (1229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Entering Unmasked Estep 
Score: -76172.679688 Penalty: 1764.261108
	Iteration 0F: 2 clusters Score -76172.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -74141.601562 Penalty: 3528.522217
	Iteration 0F: 3 clusters Score -74141.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -74482.250000 Penalty: 3528.522217
	Iteration 1F: 3 clusters Score -74482.25 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -74605.335938 Penalty: 3528.522217
	Iteration 2F: 3 clusters Score -74605.34 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -74682.250000 Penalty: 3528.522217
	Iteration 3Q: 3 clusters Score -74682.25 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -74727.609375 Penalty: 3528.522217
	Iteration 4Q: 3 clusters Score -74727.61 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -74756.250000 Penalty: 3528.522217
	Iteration 5Q: 3 clusters Score -74756.25 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -74792.734375 Penalty: 3528.522217
	Iteration 6Q: 3 clusters Score -74792.73 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -74846.289062 Penalty: 3528.522217
	Iteration 7Q: 3 clusters Score -74846.29 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -74914.929688 Penalty: 3528.522217
	Iteration 8Q: 3 clusters Score -74914.93 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -74988.406250 Penalty: 3528.522217
	Iteration 9Q: 3 clusters Score -74988.41 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -75086.320312 Penalty: 3528.522217
	Iteration 10Q: 3 clusters Score -75086.32 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -75176.156250 Penalty: 3528.522217
	Iteration 11Q: 3 clusters Score -75176.16 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -75255.343750 Penalty: 3528.522217
	Iteration 12Q: 3 clusters Score -75255.34 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -75297.992188 Penalty: 3528.522217
	Iteration 13Q: 3 clusters Score -75297.99 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -75326.250000 Penalty: 3528.522217
	Iteration 14Q: 3 clusters Score -75326.25 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -75344.578125 Penalty: 3528.522217
	Iteration 15Q: 3 clusters Score -75344.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -75354.015625 Penalty: 3528.522217
	Iteration 16Q: 3 clusters Score -75354.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -75363.882812 Penalty: 3528.522217
	Iteration 17Q: 3 clusters Score -75363.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -75366.929688 Penalty: 3528.522217
	Iteration 18Q: 3 clusters Score -75366.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -75370.367188 Penalty: 3528.522217
	Iteration 19Q: 3 clusters Score -75370.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -75379.132812 Penalty: 3528.522217
	Iteration 20F: 3 clusters Score -75379.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -75389.132812 Penalty: 3528.522217
	Iteration 21Q: 3 clusters Score -75389.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -75416.375000 Penalty: 3528.522217
	Iteration 22Q: 3 clusters Score -75416.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -75475.312500 Penalty: 3528.522217
	Iteration 23Q: 3 clusters Score -75475.31 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -75512.109375 Penalty: 3528.522217
	Iteration 24Q: 3 clusters Score -75512.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -75541.796875 Penalty: 3528.522217
	Iteration 25Q: 3 clusters Score -75541.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -75578.359375 Penalty: 3528.522217
	Iteration 26Q: 3 clusters Score -75578.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -75616.023438 Penalty: 3528.522217
	Iteration 27Q: 3 clusters Score -75616.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -75622.734375 Penalty: 3528.522217
	Iteration 28Q: 3 clusters Score -75622.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -75622.781250 Penalty: 3528.522217
	Iteration 29F: 3 clusters Score -75622.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -75641.242188 Penalty: 3528.522217
	Iteration 30Q: 3 clusters Score -75641.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -75644.335938 Penalty: 3528.522217
	Iteration 31Q: 3 clusters Score -75644.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -75646.015625 Penalty: 3528.522217
	Iteration 32Q: 3 clusters Score -75646.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -75646.406250 Penalty: 3528.522217
	Iteration 33Q: 3 clusters Score -75646.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -75646.406250 Penalty: 3528.522217
	Iteration 34F: 3 clusters Score -75646.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (5317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Entering Unmasked Estep 
Score: -417378.500000 Penalty: 2127.508789
	Iteration 0F: 2 clusters Score -417378.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -412607.062500 Penalty: 4255.017578
	Iteration 0F: 3 clusters Score -412607.1 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -413735.125000 Penalty: 4255.017578
	Iteration 1F: 3 clusters Score -413735.1 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -413939.781250 Penalty: 4255.017578
	Iteration 2F: 3 clusters Score -413939.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -414073.000000 Penalty: 4255.017578
	Iteration 3Q: 3 clusters Score -414073 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -414169.437500 Penalty: 4255.017578
	Iteration 4Q: 3 clusters Score -414169.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -414245.687500 Penalty: 4255.017578
	Iteration 5Q: 3 clusters Score -414245.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -414308.625000 Penalty: 4255.017578
	Iteration 6Q: 3 clusters Score -414308.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -414372.031250 Penalty: 4255.017578
	Iteration 7Q: 3 clusters Score -414372 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -414435.468750 Penalty: 4255.017578
	Iteration 8Q: 3 clusters Score -414435.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -414494.937500 Penalty: 4255.017578
	Iteration 9Q: 3 clusters Score -414494.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -414546.656250 Penalty: 4255.017578
	Iteration 10Q: 3 clusters Score -414546.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -414591.000000 Penalty: 4255.017578
	Iteration 11Q: 3 clusters Score -414591 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -414634.718750 Penalty: 4255.017578
	Iteration 12Q: 3 clusters Score -414634.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -414673.968750 Penalty: 4255.017578
	Iteration 13Q: 3 clusters Score -414674 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -414711.843750 Penalty: 4255.017578
	Iteration 14Q: 3 clusters Score -414711.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -414750.906250 Penalty: 4255.017578
	Iteration 15Q: 3 clusters Score -414750.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -414784.093750 Penalty: 4255.017578
	Iteration 16Q: 3 clusters Score -414784.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -414811.781250 Penalty: 4255.017578
	Iteration 17Q: 3 clusters Score -414811.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -414836.375000 Penalty: 4255.017578
	Iteration 18Q: 3 clusters Score -414836.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -414859.812500 Penalty: 4255.017578
	Iteration 19Q: 3 clusters Score -414859.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -414883.125000 Penalty: 4255.017578
	Iteration 20F: 3 clusters Score -414883.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -414900.031250 Penalty: 4255.017578
	Iteration 21Q: 3 clusters Score -414900 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -414921.000000 Penalty: 4255.017578
	Iteration 22Q: 3 clusters Score -414921 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -414945.062500 Penalty: 4255.017578
	Iteration 23Q: 3 clusters Score -414945.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -414963.593750 Penalty: 4255.017578
	Iteration 24Q: 3 clusters Score -414963.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -414979.312500 Penalty: 4255.017578
	Iteration 25Q: 3 clusters Score -414979.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -414995.500000 Penalty: 4255.017578
	Iteration 26Q: 3 clusters Score -414995.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -415009.500000 Penalty: 4255.017578
	Iteration 27Q: 3 clusters Score -415009.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -415027.031250 Penalty: 4255.017578
	Iteration 28Q: 3 clusters Score -415027 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -415049.906250 Penalty: 4255.017578
	Iteration 29Q: 3 clusters Score -415049.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -415064.562500 Penalty: 4255.017578
	Iteration 30Q: 3 clusters Score -415064.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -415075.281250 Penalty: 4255.017578
	Iteration 31Q: 3 clusters Score -415075.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -415082.750000 Penalty: 4255.017578
	Iteration 32Q: 3 clusters Score -415082.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -415090.687500 Penalty: 4255.017578
	Iteration 33Q: 3 clusters Score -415090.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -415100.437500 Penalty: 4255.017578
	Iteration 34Q: 3 clusters Score -415100.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -415112.312500 Penalty: 4255.017578
	Iteration 35Q: 3 clusters Score -415112.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -415125.031250 Penalty: 4255.017578
	Iteration 36Q: 3 clusters Score -415125 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -415139.718750 Penalty: 4255.017578
	Iteration 37Q: 3 clusters Score -415139.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -415153.812500 Penalty: 4255.017578
	Iteration 38Q: 3 clusters Score -415153.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -415167.187500 Penalty: 4255.017578
	Iteration 39Q: 3 clusters Score -415167.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -415181.656250 Penalty: 4255.017578
	Iteration 40F: 3 clusters Score -415181.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -415192.750000 Penalty: 4255.017578
	Iteration 41Q: 3 clusters Score -415192.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -415201.531250 Penalty: 4255.017578
	Iteration 42Q: 3 clusters Score -415201.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -415212.218750 Penalty: 4255.017578
	Iteration 43Q: 3 clusters Score -415212.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -415224.593750 Penalty: 4255.017578
	Iteration 44Q: 3 clusters Score -415224.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -415238.812500 Penalty: 4255.017578
	Iteration 45Q: 3 clusters Score -415238.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -415251.437500 Penalty: 4255.017578
	Iteration 46Q: 3 clusters Score -415251.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -415265.406250 Penalty: 4255.017578
	Iteration 47Q: 3 clusters Score -415265.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -415277.593750 Penalty: 4255.017578
	Iteration 48Q: 3 clusters Score -415277.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -415289.437500 Penalty: 4255.017578
	Iteration 49Q: 3 clusters Score -415289.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -415303.093750 Penalty: 4255.017578
	Iteration 50Q: 3 clusters Score -415303.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -415315.031250 Penalty: 4255.017578
	Iteration 51Q: 3 clusters Score -415315 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -415330.687500 Penalty: 4255.017578
	Iteration 52Q: 3 clusters Score -415330.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -415342.281250 Penalty: 4255.017578
	Iteration 53Q: 3 clusters Score -415342.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -415350.781250 Penalty: 4255.017578
	Iteration 54Q: 3 clusters Score -415350.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -415357.937500 Penalty: 4255.017578
	Iteration 55Q: 3 clusters Score -415357.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -415364.781250 Penalty: 4255.017578
	Iteration 56Q: 3 clusters Score -415364.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -415369.312500 Penalty: 4255.017578
	Iteration 57Q: 3 clusters Score -415369.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -415373.468750 Penalty: 4255.017578
	Iteration 58Q: 3 clusters Score -415373.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -415379.875000 Penalty: 4255.017578
	Iteration 59Q: 3 clusters Score -415379.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -415385.156250 Penalty: 4255.017578
	Iteration 60F: 3 clusters Score -415385.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -415393.781250 Penalty: 4255.017578
	Iteration 61Q: 3 clusters Score -415393.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -415402.593750 Penalty: 4255.017578
	Iteration 62Q: 3 clusters Score -415402.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -415408.843750 Penalty: 4255.017578
	Iteration 63Q: 3 clusters Score -415408.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -415413.375000 Penalty: 4255.017578
	Iteration 64Q: 3 clusters Score -415413.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -415418.218750 Penalty: 4255.017578
	Iteration 65Q: 3 clusters Score -415418.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -415423.906250 Penalty: 4255.017578
	Iteration 66Q: 3 clusters Score -415423.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -415429.968750 Penalty: 4255.017578
	Iteration 67Q: 3 clusters Score -415430 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -415435.375000 Penalty: 4255.017578
	Iteration 68Q: 3 clusters Score -415435.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -415439.812500 Penalty: 4255.017578
	Iteration 69Q: 3 clusters Score -415439.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -415444.156250 Penalty: 4255.017578
	Iteration 70Q: 3 clusters Score -415444.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -415449.343750 Penalty: 4255.017578
	Iteration 71Q: 3 clusters Score -415449.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -415453.968750 Penalty: 4255.017578
	Iteration 72Q: 3 clusters Score -415454 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -415461.375000 Penalty: 4255.017578
	Iteration 73Q: 3 clusters Score -415461.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -415465.843750 Penalty: 4255.017578
	Iteration 74Q: 3 clusters Score -415465.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -415473.062500 Penalty: 4255.017578
	Iteration 75Q: 3 clusters Score -415473.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -415481.000000 Penalty: 4255.017578
	Iteration 76Q: 3 clusters Score -415481 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -415489.812500 Penalty: 4255.017578
	Iteration 77Q: 3 clusters Score -415489.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -415495.250000 Penalty: 4255.017578
	Iteration 78Q: 3 clusters Score -415495.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -415499.968750 Penalty: 4255.017578
	Iteration 79Q: 3 clusters Score -415500 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -415506.093750 Penalty: 4255.017578
	Iteration 80F: 3 clusters Score -415506.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -415512.281250 Penalty: 4255.017578
	Iteration 81Q: 3 clusters Score -415512.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -415518.375000 Penalty: 4255.017578
	Iteration 82Q: 3 clusters Score -415518.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -415524.156250 Penalty: 4255.017578
	Iteration 83Q: 3 clusters Score -415524.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -415531.875000 Penalty: 4255.017578
	Iteration 84Q: 3 clusters Score -415531.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -415535.343750 Penalty: 4255.017578
	Iteration 85Q: 3 clusters Score -415535.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -415542.937500 Penalty: 4255.017578
	Iteration 86Q: 3 clusters Score -415542.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -415546.906250 Penalty: 4255.017578
	Iteration 87Q: 3 clusters Score -415546.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -415549.031250 Penalty: 4255.017578
	Iteration 88Q: 3 clusters Score -415549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -415551.125000 Penalty: 4255.017578
	Iteration 89Q: 3 clusters Score -415551.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -415553.218750 Penalty: 4255.017578
	Iteration 90Q: 3 clusters Score -415553.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -415554.593750 Penalty: 4255.017578
	Iteration 91Q: 3 clusters Score -415554.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -415555.656250 Penalty: 4255.017578
	Iteration 92Q: 3 clusters Score -415555.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -415557.250000 Penalty: 4255.017578
	Iteration 93Q: 3 clusters Score -415557.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -415557.250000 Penalty: 4255.017578
	Iteration 94F: 3 clusters Score -415557.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 3458 members 
Mstep: Class 3 contains 8477 members 
Mstep: Class 4 contains 3087 members 
Mstep: Class 5 contains 17867 members 
Mstep: Class 6 contains 28365 members 
Mstep: Class 7 contains 19410 members 
Mstep: Class 8 contains 6126 members 
Mstep: Class 9 contains 77176 members 
Mstep: Class 10 contains 73511 members 
Mstep: Class 11 contains 4954 members 
Mstep: Class 12 contains 8853 members 
Mstep: Class 13 contains 14247 members 
Mstep: Class 14 contains 4799 members 
Mstep: Class 15 contains 7842 members 
Mstep: Class 16 contains 6146 members 
Mstep: Class 17 contains 153497 members 
Mstep: Class 18 contains 7418 members 
Mstep: Class 19 contains 39617 members 
Mstep: Class 20 contains 25485 members 
Mstep: Class 21 contains 7251 members 
Mstep: Class 22 contains 4091 members 
Mstep: Class 23 contains 65543 members 
Mstep: Class 24 contains 4465 members 
Mstep: Class 25 contains 5354 members 
Mstep: Class 26 contains 65737 members 
Mstep: Class 27 contains 4510 members 
Mstep: Class 28 contains 121820 members 
Mstep: Class 29 contains 13572 members 
Mstep: Class 30 contains 45315 members 
Mstep: Class 31 contains 7697 members 
Mstep: Class 32 contains 1229 members 
Mstep: Class 33 contains 5317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111969784.000000 Penalty: 119701.210938
Iteration 190F: 35 clusters Score -1.119698e+08 nChanged 4839
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 3458 members 
Mstep: Class 3 contains 8477 members 
Mstep: Class 4 contains 3086 members 
Mstep: Class 5 contains 17883 members 
Mstep: Class 6 contains 28486 members 
Mstep: Class 7 contains 19427 members 
Mstep: Class 8 contains 6135 members 
Mstep: Class 9 contains 76784 members 
Mstep: Class 10 contains 73312 members 
Mstep: Class 11 contains 4956 members 
Mstep: Class 12 contains 8853 members 
Mstep: Class 13 contains 14258 members 
Mstep: Class 14 contains 4799 members 
Mstep: Class 15 contains 7843 members 
Mstep: Class 16 contains 6146 members 
Mstep: Class 17 contains 153497 members 
Mstep: Class 18 contains 7418 members 
Mstep: Class 19 contains 39617 members 
Mstep: Class 20 contains 25500 members 
Mstep: Class 21 contains 7251 members 
Mstep: Class 22 contains 4093 members 
Mstep: Class 23 contains 65610 members 
Mstep: Class 24 contains 4466 members 
Mstep: Class 25 contains 5319 members 
Mstep: Class 26 contains 65739 members 
Mstep: Class 27 contains 4510 members 
Mstep: Class 28 contains 121901 members 
Mstep: Class 29 contains 13598 members 
Mstep: Class 30 contains 45375 members 
Mstep: Class 31 contains 9133 members 
Mstep: Class 32 contains 1229 members 
Mstep: Class 33 contains 5317 members 
Mstep: Class 34 contains 590013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111970688.000000 Penalty: 119701.210938
Iteration 191Q: 35 clusters Score -1.119707e+08 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 3458 members 
Mstep: Class 3 contains 8478 members 
Mstep: Class 4 contains 3086 members 
Mstep: Class 5 contains 17885 members 
Mstep: Class 6 contains 28610 members 
Mstep: Class 7 contains 19427 members 
Mstep: Class 8 contains 6148 members 
Mstep: Class 9 contains 76438 members 
Mstep: Class 10 contains 72970 members 
Mstep: Class 11 contains 4955 members 
Mstep: Class 12 contains 8853 members 
Mstep: Class 13 contains 14268 members 
Mstep: Class 14 contains 4799 members 
Mstep: Class 15 contains 7845 members 
Mstep: Class 16 contains 6146 members 
Mstep: Class 17 contains 153496 members 
Mstep: Class 18 contains 7418 members 
Mstep: Class 19 contains 39620 members 
Mstep: Class 20 contains 25508 members 
Mstep: Class 21 contains 7251 members 
Mstep: Class 22 contains 4092 members 
Mstep: Class 23 contains 65687 members 
Mstep: Class 24 contains 4466 members 
Mstep: Class 25 contains 5290 members 
Mstep: Class 26 contains 65666 members 
Mstep: Class 27 contains 4510 members 
Mstep: Class 28 contains 121982 members 
Mstep: Class 29 contains 13622 members 
Mstep: Class 30 contains 45448 members 
Mstep: Class 31 contains 10230 members 
Mstep: Class 32 contains 1229 members 
Mstep: Class 33 contains 5317 members 
Mstep: Class 34 contains 589282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111971080.000000 Penalty: 119701.210938
Iteration 192Q: 35 clusters Score -1.119711e+08 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 3458 members 
Mstep: Class 3 contains 8479 members 
Mstep: Class 4 contains 3087 members 
Mstep: Class 5 contains 17896 members 
Mstep: Class 6 contains 28755 members 
Mstep: Class 7 contains 19427 members 
Mstep: Class 8 contains 6161 members 
Mstep: Class 9 contains 76164 members 
Mstep: Class 10 contains 72643 members 
Mstep: Class 11 contains 4959 members 
Mstep: Class 12 contains 8853 members 
Mstep: Class 13 contains 14265 members 
Mstep: Class 14 contains 4799 members 
Mstep: Class 15 contains 7845 members 
Mstep: Class 16 contains 6146 members 
Mstep: Class 17 contains 153500 members 
Mstep: Class 18 contains 7418 members 
Mstep: Class 19 contains 39623 members 
Mstep: Class 20 contains 25521 members 
Mstep: Class 21 contains 7251 members 
Mstep: Class 22 contains 4091 members 
Mstep: Class 23 contains 65747 members 
Mstep: Class 24 contains 4466 members 
Mstep: Class 25 contains 5264 members 
Mstep: Class 26 contains 65520 members 
Mstep: Class 27 contains 4510 members 
Mstep: Class 28 contains 122024 members 
Mstep: Class 29 contains 13635 members 
Mstep: Class 30 contains 45536 members 
Mstep: Class 31 contains 11278 members 
Mstep: Class 32 contains 1229 members 
Mstep: Class 33 contains 5317 members 
Mstep: Class 34 contains 588605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111971624.000000 Penalty: 119701.210938
Iteration 193Q: 35 clusters Score -1.119716e+08 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 3458 members 
Mstep: Class 3 contains 8481 members 
Mstep: Class 4 contains 3087 members 
Mstep: Class 5 contains 17915 members 
Mstep: Class 6 contains 28865 members 
Mstep: Class 7 contains 19423 members 
Mstep: Class 8 contains 6172 members 
Mstep: Class 9 contains 75919 members 
Mstep: Class 10 contains 72347 members 
Mstep: Class 11 contains 4961 members 
Mstep: Class 12 contains 8853 members 
Mstep: Class 13 contains 14263 members 
Mstep: Class 14 contains 4800 members 
Mstep: Class 15 contains 7844 members 
Mstep: Class 16 contains 6146 members 
Mstep: Class 17 contains 153496 members 
Mstep: Class 18 contains 7420 members 
Mstep: Class 19 contains 39633 members 
Mstep: Class 20 contains 25525 members 
Mstep: Class 21 contains 7249 members 
Mstep: Class 22 contains 4089 members 
Mstep: Class 23 contains 65813 members 
Mstep: Class 24 contains 4466 members 
Mstep: Class 25 contains 5244 members 
Mstep: Class 26 contains 65354 members 
Mstep: Class 27 contains 4510 members 
Mstep: Class 28 contains 122064 members 
Mstep: Class 29 contains 13649 members 
Mstep: Class 30 contains 45615 members 
Mstep: Class 31 contains 12276 members 
Mstep: Class 32 contains 1229 members 
Mstep: Class 33 contains 5317 members 
Mstep: Class 34 contains 587995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111971904.000000 Penalty: 119701.210938
Iteration 194Q: 35 clusters Score -1.119719e+08 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 3458 members 
Mstep: Class 3 contains 8479 members 
Mstep: Class 4 contains 3088 members 
Mstep: Class 5 contains 17924 members 
Mstep: Class 6 contains 28988 members 
Mstep: Class 7 contains 19421 members 
Mstep: Class 8 contains 6184 members 
Mstep: Class 9 contains 75721 members 
Mstep: Class 10 contains 72096 members 
Mstep: Class 11 contains 4958 members 
Mstep: Class 12 contains 8853 members 
Mstep: Class 13 contains 14263 members 
Mstep: Class 14 contains 4803 members 
Mstep: Class 15 contains 7842 members 
Mstep: Class 16 contains 6146 members 
Mstep: Class 17 contains 153494 members 
Mstep: Class 18 contains 7420 members 
Mstep: Class 19 contains 39638 members 
Mstep: Class 20 contains 25535 members 
Mstep: Class 21 contains 7248 members 
Mstep: Class 22 contains 4088 members 
Mstep: Class 23 contains 65866 members 
Mstep: Class 24 contains 4468 members 
Mstep: Class 25 contains 5217 members 
Mstep: Class 26 contains 65161 members 
Mstep: Class 27 contains 4510 members 
Mstep: Class 28 contains 122116 members 
Mstep: Class 29 contains 13663 members 
Mstep: Class 30 contains 45681 members 
Mstep: Class 31 contains 13183 members 
Mstep: Class 32 contains 1229 members 
Mstep: Class 33 contains 5317 members 
Mstep: Class 34 contains 587430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111972160.000000 Penalty: 119701.210938
Iteration 195Q: 35 clusters Score -1.119722e+08 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 3458 members 
Mstep: Class 3 contains 8479 members 
Mstep: Class 4 contains 3087 members 
Mstep: Class 5 contains 17939 members 
Mstep: Class 6 contains 29110 members 
Mstep: Class 7 contains 19413 members 
Mstep: Class 8 contains 6194 members 
Mstep: Class 9 contains 75548 members 
Mstep: Class 10 contains 71896 members 
Mstep: Class 11 contains 4954 members 
Mstep: Class 12 contains 8854 members 
Mstep: Class 13 contains 14266 members 
Mstep: Class 14 contains 4808 members 
Mstep: Class 15 contains 7843 members 
Mstep: Class 16 contains 6146 members 
Mstep: Class 17 contains 153496 members 
Mstep: Class 18 contains 7423 members 
Mstep: Class 19 contains 39640 members 
Mstep: Class 20 contains 25535 members 
Mstep: Class 21 contains 7248 members 
Mstep: Class 22 contains 4090 members 
Mstep: Class 23 contains 65926 members 
Mstep: Class 24 contains 4469 members 
Mstep: Class 25 contains 5187 members 
Mstep: Class 26 contains 64966 members 
Mstep: Class 27 contains 4510 members 
Mstep: Class 28 contains 122160 members 
Mstep: Class 29 contains 13675 members 
Mstep: Class 30 contains 45734 members 
Mstep: Class 31 contains 14004 members 
Mstep: Class 32 contains 1229 members 
Mstep: Class 33 contains 5317 members 
Mstep: Class 34 contains 586881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111972552.000000 Penalty: 119701.210938
Iteration 196Q: 35 clusters Score -1.119726e+08 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 3458 members 
Mstep: Class 3 contains 8479 members 
Mstep: Class 4 contains 3085 members 
Mstep: Class 5 contains 17945 members 
Mstep: Class 6 contains 29219 members 
Mstep: Class 7 contains 19412 members 
Mstep: Class 8 contains 6204 members 
Mstep: Class 9 contains 75400 members 
Mstep: Class 10 contains 71753 members 
Mstep: Class 11 contains 4952 members 
Mstep: Class 12 contains 8855 members 
Mstep: Class 13 contains 14267 members 
Mstep: Class 14 contains 4811 members 
Mstep: Class 15 contains 7841 members 
Mstep: Class 16 contains 6146 members 
Mstep: Class 17 contains 153492 members 
Mstep: Class 18 contains 7425 members 
Mstep: Class 19 contains 39645 members 
Mstep: Class 20 contains 25541 members 
Mstep: Class 21 contains 7247 members 
Mstep: Class 22 contains 4094 members 
Mstep: Class 23 contains 65958 members 
Mstep: Class 24 contains 4471 members 
Mstep: Class 25 contains 5170 members 
Mstep: Class 26 contains 64795 members 
Mstep: Class 27 contains 4510 members 
Mstep: Class 28 contains 122191 members 
Mstep: Class 29 contains 13678 members 
Mstep: Class 30 contains 45778 members 
Mstep: Class 31 contains 14748 members 
Mstep: Class 32 contains 1228 members 
Mstep: Class 33 contains 5317 members 
Mstep: Class 34 contains 586372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111972776.000000 Penalty: 119701.210938
Iteration 197Q: 35 clusters Score -1.119728e+08 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 3457 members 
Mstep: Class 3 contains 8476 members 
Mstep: Class 4 contains 3084 members 
Mstep: Class 5 contains 17952 members 
Mstep: Class 6 contains 29309 members 
Mstep: Class 7 contains 19410 members 
Mstep: Class 8 contains 6217 members 
Mstep: Class 9 contains 75274 members 
Mstep: Class 10 contains 71647 members 
Mstep: Class 11 contains 4952 members 
Mstep: Class 12 contains 8855 members 
Mstep: Class 13 contains 14271 members 
Mstep: Class 14 contains 4811 members 
Mstep: Class 15 contains 7842 members 
Mstep: Class 16 contains 6146 members 
Mstep: Class 17 contains 153492 members 
Mstep: Class 18 contains 7426 members 
Mstep: Class 19 contains 39648 members 
Mstep: Class 20 contains 25545 members 
Mstep: Class 21 contains 7246 members 
Mstep: Class 22 contains 4096 members 
Mstep: Class 23 contains 65996 members 
Mstep: Class 24 contains 4471 members 
Mstep: Class 25 contains 5162 members 
Mstep: Class 26 contains 64679 members 
Mstep: Class 27 contains 4510 members 
Mstep: Class 28 contains 122229 members 
Mstep: Class 29 contains 13679 members 
Mstep: Class 30 contains 45831 members 
Mstep: Class 31 contains 15404 members 
Mstep: Class 32 contains 1227 members 
Mstep: Class 33 contains 5317 members 
Mstep: Class 34 contains 585828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111972664.000000 Penalty: 119701.210938
Iteration 198Q: 35 clusters Score -1.119727e+08 nChanged 1258
Entering ConstructFrom: 
Score: -111972664.000000 Penalty: 119701.210938
Entering ConstructFrom: 
Trying to split cluster 1 (9586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Entering Unmasked Estep 
Score: -784304.187500 Penalty: 2273.678711
	Iteration 0F: 2 clusters Score -784304.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -776921.125000 Penalty: 4547.357422
	Iteration 0F: 3 clusters Score -776921.1 nChanged 3963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -779027.187500 Penalty: 4547.357422
	Iteration 1F: 3 clusters Score -779027.2 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -779351.250000 Penalty: 4547.357422
	Iteration 2F: 3 clusters Score -779351.2 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -779573.937500 Penalty: 4547.357422
	Iteration 3F: 3 clusters Score -779573.9 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -779757.812500 Penalty: 4547.357422
	Iteration 4Q: 3 clusters Score -779757.8 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -779935.125000 Penalty: 4547.357422
	Iteration 5Q: 3 clusters Score -779935.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -780125.250000 Penalty: 4547.357422
	Iteration 6Q: 3 clusters Score -780125.2 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -780324.875000 Penalty: 4547.357422
	Iteration 7Q: 3 clusters Score -780324.9 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -780529.437500 Penalty: 4547.357422
	Iteration 8Q: 3 clusters Score -780529.4 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -780793.312500 Penalty: 4547.357422
	Iteration 9Q: 3 clusters Score -780793.3 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -781098.375000 Penalty: 4547.357422
	Iteration 10Q: 3 clusters Score -781098.4 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -781442.812500 Penalty: 4547.357422
	Iteration 11Q: 3 clusters Score -781442.8 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -781769.062500 Penalty: 4547.357422
	Iteration 12Q: 3 clusters Score -781769.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -782033.625000 Penalty: 4547.357422
	Iteration 13Q: 3 clusters Score -782033.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -782222.125000 Penalty: 4547.357422
	Iteration 14Q: 3 clusters Score -782222.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -782371.937500 Penalty: 4547.357422
	Iteration 15Q: 3 clusters Score -782371.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -782451.187500 Penalty: 4547.357422
	Iteration 16Q: 3 clusters Score -782451.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -782500.687500 Penalty: 4547.357422
	Iteration 17Q: 3 clusters Score -782500.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -782528.625000 Penalty: 4547.357422
	Iteration 18Q: 3 clusters Score -782528.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -782543.562500 Penalty: 4547.357422
	Iteration 19Q: 3 clusters Score -782543.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -782554.812500 Penalty: 4547.357422
	Iteration 20F: 3 clusters Score -782554.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -782566.437500 Penalty: 4547.357422
	Iteration 21Q: 3 clusters Score -782566.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -782575.375000 Penalty: 4547.357422
	Iteration 22Q: 3 clusters Score -782575.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -782582.187500 Penalty: 4547.357422
	Iteration 23Q: 3 clusters Score -782582.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -782585.875000 Penalty: 4547.357422
	Iteration 24Q: 3 clusters Score -782585.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -782587.500000 Penalty: 4547.357422
	Iteration 25Q: 3 clusters Score -782587.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -782590.562500 Penalty: 4547.357422
	Iteration 26Q: 3 clusters Score -782590.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -782592.687500 Penalty: 4547.357422
	Iteration 27Q: 3 clusters Score -782592.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -782592.875000 Penalty: 4547.357422
	Iteration 28Q: 3 clusters Score -782592.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -782592.437500 Penalty: 4547.357422
	Iteration 29Q: 3 clusters Score -782592.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -782592.875000 Penalty: 4547.357422
	Iteration 30Q: 3 clusters Score -782592.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -782595.750000 Penalty: 4547.357422
	Iteration 31Q: 3 clusters Score -782595.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -782597.062500 Penalty: 4547.357422
	Iteration 32Q: 3 clusters Score -782597.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -782596.750000 Penalty: 4547.357422
	Iteration 33Q: 3 clusters Score -782596.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -782596.750000 Penalty: 4547.357422
	Iteration 34F: 3 clusters Score -782596.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Entering Unmasked Estep 
Score: -267757.656250 Penalty: 2020.742676
	Iteration 0F: 2 clusters Score -267757.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -264181.968750 Penalty: 4041.485352
	Iteration 0F: 3 clusters Score -264182 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -264923.187500 Penalty: 4041.485352
	Iteration 1F: 3 clusters Score -264923.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -265083.437500 Penalty: 4041.485352
	Iteration 2F: 3 clusters Score -265083.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -265176.218750 Penalty: 4041.485352
	Iteration 3Q: 3 clusters Score -265176.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -265248.187500 Penalty: 4041.485352
	Iteration 4Q: 3 clusters Score -265248.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -265291.406250 Penalty: 4041.485352
	Iteration 5Q: 3 clusters Score -265291.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -265319.343750 Penalty: 4041.485352
	Iteration 6Q: 3 clusters Score -265319.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -265343.906250 Penalty: 4041.485352
	Iteration 7Q: 3 clusters Score -265343.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -265364.062500 Penalty: 4041.485352
	Iteration 8Q: 3 clusters Score -265364.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -265384.000000 Penalty: 4041.485352
	Iteration 9Q: 3 clusters Score -265384 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -265404.187500 Penalty: 4041.485352
	Iteration 10Q: 3 clusters Score -265404.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -265420.718750 Penalty: 4041.485352
	Iteration 11Q: 3 clusters Score -265420.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -265434.437500 Penalty: 4041.485352
	Iteration 12Q: 3 clusters Score -265434.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -265450.093750 Penalty: 4041.485352
	Iteration 13Q: 3 clusters Score -265450.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -265466.750000 Penalty: 4041.485352
	Iteration 14Q: 3 clusters Score -265466.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -265479.937500 Penalty: 4041.485352
	Iteration 15Q: 3 clusters Score -265479.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -265493.093750 Penalty: 4041.485352
	Iteration 16Q: 3 clusters Score -265493.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -265502.812500 Penalty: 4041.485352
	Iteration 17Q: 3 clusters Score -265502.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -265516.718750 Penalty: 4041.485352
	Iteration 18Q: 3 clusters Score -265516.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -265531.000000 Penalty: 4041.485352
	Iteration 19Q: 3 clusters Score -265531 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -265545.250000 Penalty: 4041.485352
	Iteration 20F: 3 clusters Score -265545.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -265556.687500 Penalty: 4041.485352
	Iteration 21Q: 3 clusters Score -265556.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -265572.531250 Penalty: 4041.485352
	Iteration 22Q: 3 clusters Score -265572.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -265585.312500 Penalty: 4041.485352
	Iteration 23Q: 3 clusters Score -265585.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -265595.843750 Penalty: 4041.485352
	Iteration 24Q: 3 clusters Score -265595.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -265608.531250 Penalty: 4041.485352
	Iteration 25Q: 3 clusters Score -265608.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -265622.093750 Penalty: 4041.485352
	Iteration 26Q: 3 clusters Score -265622.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -265639.375000 Penalty: 4041.485352
	Iteration 27Q: 3 clusters Score -265639.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -265658.656250 Penalty: 4041.485352
	Iteration 28Q: 3 clusters Score -265658.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -265683.437500 Penalty: 4041.485352
	Iteration 29Q: 3 clusters Score -265683.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -265722.093750 Penalty: 4041.485352
	Iteration 30Q: 3 clusters Score -265722.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -265752.093750 Penalty: 4041.485352
	Iteration 31Q: 3 clusters Score -265752.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -265774.062500 Penalty: 4041.485352
	Iteration 32Q: 3 clusters Score -265774.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -265799.375000 Penalty: 4041.485352
	Iteration 33Q: 3 clusters Score -265799.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -265837.843750 Penalty: 4041.485352
	Iteration 34Q: 3 clusters Score -265837.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -265856.625000 Penalty: 4041.485352
	Iteration 35Q: 3 clusters Score -265856.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -265872.281250 Penalty: 4041.485352
	Iteration 36Q: 3 clusters Score -265872.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -265887.906250 Penalty: 4041.485352
	Iteration 37Q: 3 clusters Score -265887.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -265897.437500 Penalty: 4041.485352
	Iteration 38Q: 3 clusters Score -265897.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -265907.687500 Penalty: 4041.485352
	Iteration 39Q: 3 clusters Score -265907.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -265916.625000 Penalty: 4041.485352
	Iteration 40F: 3 clusters Score -265916.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -265923.093750 Penalty: 4041.485352
	Iteration 41Q: 3 clusters Score -265923.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -265926.187500 Penalty: 4041.485352
	Iteration 42Q: 3 clusters Score -265926.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -265929.656250 Penalty: 4041.485352
	Iteration 43Q: 3 clusters Score -265929.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -265935.375000 Penalty: 4041.485352
	Iteration 44Q: 3 clusters Score -265935.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -265945.187500 Penalty: 4041.485352
	Iteration 45Q: 3 clusters Score -265945.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -265956.250000 Penalty: 4041.485352
	Iteration 46Q: 3 clusters Score -265956.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -265966.562500 Penalty: 4041.485352
	Iteration 47Q: 3 clusters Score -265966.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -265973.687500 Penalty: 4041.485352
	Iteration 48Q: 3 clusters Score -265973.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -265977.812500 Penalty: 4041.485352
	Iteration 49Q: 3 clusters Score -265977.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -265982.906250 Penalty: 4041.485352
	Iteration 50Q: 3 clusters Score -265982.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -265986.468750 Penalty: 4041.485352
	Iteration 51Q: 3 clusters Score -265986.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -265989.093750 Penalty: 4041.485352
	Iteration 52Q: 3 clusters Score -265989.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -265991.875000 Penalty: 4041.485352
	Iteration 53Q: 3 clusters Score -265991.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -265993.968750 Penalty: 4041.485352
	Iteration 54Q: 3 clusters Score -265994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -265995.625000 Penalty: 4041.485352
	Iteration 55Q: 3 clusters Score -265995.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -265996.875000 Penalty: 4041.485352
	Iteration 56Q: 3 clusters Score -265996.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -266000.656250 Penalty: 4041.485352
	Iteration 57Q: 3 clusters Score -266000.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -266004.531250 Penalty: 4041.485352
	Iteration 58Q: 3 clusters Score -266004.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -266006.375000 Penalty: 4041.485352
	Iteration 59Q: 3 clusters Score -266006.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -266009.843750 Penalty: 4041.485352
	Iteration 60F: 3 clusters Score -266009.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -266010.375000 Penalty: 4041.485352
	Iteration 61Q: 3 clusters Score -266010.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -266010.375000 Penalty: 4041.485352
	Iteration 62F: 3 clusters Score -266010.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Entering Unmasked Estep 
Score: -640385.437500 Penalty: 2243.158691
	Iteration 0F: 2 clusters Score -640385.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -633705.062500 Penalty: 4486.317383
	Iteration 0F: 3 clusters Score -633705.1 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -635641.500000 Penalty: 4486.317383
	Iteration 1F: 3 clusters Score -635641.5 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -636073.812500 Penalty: 4486.317383
	Iteration 2F: 3 clusters Score -636073.8 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -636455.125000 Penalty: 4486.317383
	Iteration 3F: 3 clusters Score -636455.1 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -636765.250000 Penalty: 4486.317383
	Iteration 4F: 3 clusters Score -636765.2 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -637040.562500 Penalty: 4486.317383
	Iteration 5Q: 3 clusters Score -637040.6 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -637338.062500 Penalty: 4486.317383
	Iteration 6Q: 3 clusters Score -637338.1 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -637691.625000 Penalty: 4486.317383
	Iteration 7Q: 3 clusters Score -637691.6 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -638061.375000 Penalty: 4486.317383
	Iteration 8Q: 3 clusters Score -638061.4 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -638360.937500 Penalty: 4486.317383
	Iteration 9Q: 3 clusters Score -638360.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -638591.375000 Penalty: 4486.317383
	Iteration 10Q: 3 clusters Score -638591.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -638760.437500 Penalty: 4486.317383
	Iteration 11Q: 3 clusters Score -638760.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -638896.562500 Penalty: 4486.317383
	Iteration 12Q: 3 clusters Score -638896.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -639069.687500 Penalty: 4486.317383
	Iteration 13Q: 3 clusters Score -639069.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -639300.812500 Penalty: 4486.317383
	Iteration 14Q: 3 clusters Score -639300.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -639435.750000 Penalty: 4486.317383
	Iteration 15Q: 3 clusters Score -639435.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -639491.687500 Penalty: 4486.317383
	Iteration 16Q: 3 clusters Score -639491.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -639523.937500 Penalty: 4486.317383
	Iteration 17Q: 3 clusters Score -639523.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -639549.187500 Penalty: 4486.317383
	Iteration 18Q: 3 clusters Score -639549.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -639565.625000 Penalty: 4486.317383
	Iteration 19Q: 3 clusters Score -639565.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -639581.375000 Penalty: 4486.317383
	Iteration 20F: 3 clusters Score -639581.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -639596.375000 Penalty: 4486.317383
	Iteration 21Q: 3 clusters Score -639596.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -639616.125000 Penalty: 4486.317383
	Iteration 22Q: 3 clusters Score -639616.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -639632.500000 Penalty: 4486.317383
	Iteration 23Q: 3 clusters Score -639632.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -639649.375000 Penalty: 4486.317383
	Iteration 24Q: 3 clusters Score -639649.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -639665.125000 Penalty: 4486.317383
	Iteration 25Q: 3 clusters Score -639665.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -639685.625000 Penalty: 4486.317383
	Iteration 26Q: 3 clusters Score -639685.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -639711.937500 Penalty: 4486.317383
	Iteration 27Q: 3 clusters Score -639711.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -639746.875000 Penalty: 4486.317383
	Iteration 28Q: 3 clusters Score -639746.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -639798.625000 Penalty: 4486.317383
	Iteration 29Q: 3 clusters Score -639798.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -639868.625000 Penalty: 4486.317383
	Iteration 30Q: 3 clusters Score -639868.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -640002.312500 Penalty: 4486.317383
	Iteration 31Q: 3 clusters Score -640002.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -640088.562500 Penalty: 4486.317383
	Iteration 32Q: 3 clusters Score -640088.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -640136.250000 Penalty: 4486.317383
	Iteration 33Q: 3 clusters Score -640136.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -640156.437500 Penalty: 4486.317383
	Iteration 34Q: 3 clusters Score -640156.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -640164.062500 Penalty: 4486.317383
	Iteration 35Q: 3 clusters Score -640164.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -640168.750000 Penalty: 4486.317383
	Iteration 36Q: 3 clusters Score -640168.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -640175.625000 Penalty: 4486.317383
	Iteration 37Q: 3 clusters Score -640175.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -640178.125000 Penalty: 4486.317383
	Iteration 38Q: 3 clusters Score -640178.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -640178.375000 Penalty: 4486.317383
	Iteration 39Q: 3 clusters Score -640178.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -640178.562500 Penalty: 4486.317383
	Iteration 40F: 3 clusters Score -640178.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -640179.125000 Penalty: 4486.317383
	Iteration 41Q: 3 clusters Score -640179.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -640178.562500 Penalty: 4486.317383
	Iteration 42Q: 3 clusters Score -640178.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -640180.000000 Penalty: 4486.317383
	Iteration 43Q: 3 clusters Score -640180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -640180.000000 Penalty: 4486.317383
	Iteration 44F: 3 clusters Score -640180 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Entering Unmasked Estep 
Score: -205772.609375 Penalty: 1992.347168
	Iteration 0F: 2 clusters Score -205772.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -202493.750000 Penalty: 3984.694336
	Iteration 0F: 3 clusters Score -202493.8 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -203256.421875 Penalty: 3984.694336
	Iteration 1F: 3 clusters Score -203256.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -203469.656250 Penalty: 3984.694336
	Iteration 2F: 3 clusters Score -203469.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -203654.296875 Penalty: 3984.694336
	Iteration 3F: 3 clusters Score -203654.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -203825.937500 Penalty: 3984.694336
	Iteration 4F: 3 clusters Score -203825.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -204000.250000 Penalty: 3984.694336
	Iteration 5Q: 3 clusters Score -204000.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -204129.156250 Penalty: 3984.694336
	Iteration 6Q: 3 clusters Score -204129.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -204229.953125 Penalty: 3984.694336
	Iteration 7Q: 3 clusters Score -204230 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -204309.640625 Penalty: 3984.694336
	Iteration 8Q: 3 clusters Score -204309.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -204375.046875 Penalty: 3984.694336
	Iteration 9Q: 3 clusters Score -204375 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -204432.593750 Penalty: 3984.694336
	Iteration 10Q: 3 clusters Score -204432.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -204486.796875 Penalty: 3984.694336
	Iteration 11Q: 3 clusters Score -204486.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -204532.296875 Penalty: 3984.694336
	Iteration 12Q: 3 clusters Score -204532.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -204573.531250 Penalty: 3984.694336
	Iteration 13Q: 3 clusters Score -204573.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -204624.812500 Penalty: 3984.694336
	Iteration 14Q: 3 clusters Score -204624.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -204653.437500 Penalty: 3984.694336
	Iteration 15Q: 3 clusters Score -204653.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -204680.968750 Penalty: 3984.694336
	Iteration 16Q: 3 clusters Score -204681 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -204701.921875 Penalty: 3984.694336
	Iteration 17Q: 3 clusters Score -204701.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -204719.921875 Penalty: 3984.694336
	Iteration 18Q: 3 clusters Score -204719.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -204735.437500 Penalty: 3984.694336
	Iteration 19Q: 3 clusters Score -204735.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -204748.765625 Penalty: 3984.694336
	Iteration 20F: 3 clusters Score -204748.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -204759.562500 Penalty: 3984.694336
	Iteration 21Q: 3 clusters Score -204759.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -204769.109375 Penalty: 3984.694336
	Iteration 22Q: 3 clusters Score -204769.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -204777.078125 Penalty: 3984.694336
	Iteration 23Q: 3 clusters Score -204777.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -204780.671875 Penalty: 3984.694336
	Iteration 24Q: 3 clusters Score -204780.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -204783.562500 Penalty: 3984.694336
	Iteration 25Q: 3 clusters Score -204783.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -204787.812500 Penalty: 3984.694336
	Iteration 26Q: 3 clusters Score -204787.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -204791.296875 Penalty: 3984.694336
	Iteration 27Q: 3 clusters Score -204791.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -204795.171875 Penalty: 3984.694336
	Iteration 28Q: 3 clusters Score -204795.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -204801.718750 Penalty: 3984.694336
	Iteration 29Q: 3 clusters Score -204801.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -204806.312500 Penalty: 3984.694336
	Iteration 30Q: 3 clusters Score -204806.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -204808.781250 Penalty: 3984.694336
	Iteration 31Q: 3 clusters Score -204808.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -204811.875000 Penalty: 3984.694336
	Iteration 32Q: 3 clusters Score -204811.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -204813.906250 Penalty: 3984.694336
	Iteration 33Q: 3 clusters Score -204813.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -204815.406250 Penalty: 3984.694336
	Iteration 34Q: 3 clusters Score -204815.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -204816.859375 Penalty: 3984.694336
	Iteration 35Q: 3 clusters Score -204816.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -204817.921875 Penalty: 3984.694336
	Iteration 36Q: 3 clusters Score -204817.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -204820.125000 Penalty: 3984.694336
	Iteration 37Q: 3 clusters Score -204820.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -204823.156250 Penalty: 3984.694336
	Iteration 38Q: 3 clusters Score -204823.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -204827.546875 Penalty: 3984.694336
	Iteration 39Q: 3 clusters Score -204827.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -204831.328125 Penalty: 3984.694336
	Iteration 40F: 3 clusters Score -204831.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -204833.296875 Penalty: 3984.694336
	Iteration 41Q: 3 clusters Score -204833.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -204836.531250 Penalty: 3984.694336
	Iteration 42Q: 3 clusters Score -204836.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -204837.812500 Penalty: 3984.694336
	Iteration 43Q: 3 clusters Score -204837.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -204838.765625 Penalty: 3984.694336
	Iteration 44Q: 3 clusters Score -204838.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -204839.890625 Penalty: 3984.694336
	Iteration 45Q: 3 clusters Score -204839.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -204841.015625 Penalty: 3984.694336
	Iteration 46Q: 3 clusters Score -204841 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -204845.921875 Penalty: 3984.694336
	Iteration 47Q: 3 clusters Score -204845.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -204851.250000 Penalty: 3984.694336
	Iteration 48Q: 3 clusters Score -204851.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -204857.468750 Penalty: 3984.694336
	Iteration 49Q: 3 clusters Score -204857.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -204861.890625 Penalty: 3984.694336
	Iteration 50Q: 3 clusters Score -204861.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -204866.031250 Penalty: 3984.694336
	Iteration 51Q: 3 clusters Score -204866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -204872.718750 Penalty: 3984.694336
	Iteration 52Q: 3 clusters Score -204872.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -204883.593750 Penalty: 3984.694336
	Iteration 53Q: 3 clusters Score -204883.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -204890.843750 Penalty: 3984.694336
	Iteration 54Q: 3 clusters Score -204890.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -204895.390625 Penalty: 3984.694336
	Iteration 55Q: 3 clusters Score -204895.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -204900.781250 Penalty: 3984.694336
	Iteration 56Q: 3 clusters Score -204900.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -204903.187500 Penalty: 3984.694336
	Iteration 57Q: 3 clusters Score -204903.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -204906.625000 Penalty: 3984.694336
	Iteration 58Q: 3 clusters Score -204906.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -204907.640625 Penalty: 3984.694336
	Iteration 59Q: 3 clusters Score -204907.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -204908.546875 Penalty: 3984.694336
	Iteration 60F: 3 clusters Score -204908.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -204910.500000 Penalty: 3984.694336
	Iteration 61Q: 3 clusters Score -204910.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -204910.625000 Penalty: 3984.694336
	Iteration 62Q: 3 clusters Score -204910.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -204910.625000 Penalty: 3984.694336
	Iteration 63F: 3 clusters Score -204910.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (17958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17958 members 
Entering Unmasked Estep 
Score: -1476512.750000 Penalty: 2429.356201
	Iteration 0F: 2 clusters Score -1476513 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -1463676.000000 Penalty: 4858.712402
	Iteration 0F: 3 clusters Score -1463676 nChanged 7806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -1467898.500000 Penalty: 4858.712402
	Iteration 1F: 3 clusters Score -1467898 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -1468414.000000 Penalty: 4858.712402
	Iteration 2F: 3 clusters Score -1468414 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -1469073.625000 Penalty: 4858.712402
	Iteration 3F: 3 clusters Score -1469074 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -1469899.375000 Penalty: 4858.712402
	Iteration 4F: 3 clusters Score -1469899 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -1471059.375000 Penalty: 4858.712402
	Iteration 5F: 3 clusters Score -1471059 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -1472353.000000 Penalty: 4858.712402
	Iteration 6F: 3 clusters Score -1472353 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -1473457.500000 Penalty: 4858.712402
	Iteration 7F: 3 clusters Score -1473458 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -1474172.750000 Penalty: 4858.712402
	Iteration 8Q: 3 clusters Score -1474173 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -1474597.000000 Penalty: 4858.712402
	Iteration 9Q: 3 clusters Score -1474597 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 15914 members 
Entering Unmasked Estep 
Score: -1474795.500000 Penalty: 4858.712402
	Iteration 10Q: 3 clusters Score -1474796 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 16077 members 
Entering Unmasked Estep 
Score: -1474915.875000 Penalty: 4858.712402
	Iteration 11Q: 3 clusters Score -1474916 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 16206 members 
Entering Unmasked Estep 
Score: -1475010.750000 Penalty: 4858.712402
	Iteration 12Q: 3 clusters Score -1475011 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 16300 members 
Entering Unmasked Estep 
Score: -1475060.500000 Penalty: 4858.712402
	Iteration 13Q: 3 clusters Score -1475060 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 16374 members 
Entering Unmasked Estep 
Score: -1475098.625000 Penalty: 4858.712402
	Iteration 14Q: 3 clusters Score -1475099 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 16427 members 
Entering Unmasked Estep 
Score: -1475124.500000 Penalty: 4858.712402
	Iteration 15Q: 3 clusters Score -1475124 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 16468 members 
Entering Unmasked Estep 
Score: -1475144.875000 Penalty: 4858.712402
	Iteration 16Q: 3 clusters Score -1475145 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
Score: -1475157.250000 Penalty: 4858.712402
	Iteration 17Q: 3 clusters Score -1475157 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -1475164.625000 Penalty: 4858.712402
	Iteration 18Q: 3 clusters Score -1475165 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 16565 members 
Entering Unmasked Estep 
Score: -1475174.250000 Penalty: 4858.712402
	Iteration 19Q: 3 clusters Score -1475174 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 16581 members 
Entering Unmasked Estep 
Score: -1475177.375000 Penalty: 4858.712402
	Iteration 20F: 3 clusters Score -1475177 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 16596 members 
Entering Unmasked Estep 
Score: -1475183.125000 Penalty: 4858.712402
	Iteration 21Q: 3 clusters Score -1475183 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 16607 members 
Entering Unmasked Estep 
Score: -1475187.000000 Penalty: 4858.712402
	Iteration 22Q: 3 clusters Score -1475187 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 16615 members 
Entering Unmasked Estep 
Score: -1475186.875000 Penalty: 4858.712402
	Iteration 23Q: 3 clusters Score -1475187 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 16625 members 
Entering Unmasked Estep 
Score: -1475191.125000 Penalty: 4858.712402
	Iteration 24Q: 3 clusters Score -1475191 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 16631 members 
Entering Unmasked Estep 
Score: -1475192.875000 Penalty: 4858.712402
	Iteration 25Q: 3 clusters Score -1475193 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
Score: -1475192.375000 Penalty: 4858.712402
	Iteration 26Q: 3 clusters Score -1475192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -1475197.375000 Penalty: 4858.712402
	Iteration 27Q: 3 clusters Score -1475197 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -1475202.500000 Penalty: 4858.712402
	Iteration 28Q: 3 clusters Score -1475202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
Score: -1475204.750000 Penalty: 4858.712402
	Iteration 29Q: 3 clusters Score -1475205 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -1475206.125000 Penalty: 4858.712402
	Iteration 30Q: 3 clusters Score -1475206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 16678 members 
Entering Unmasked Estep 
Score: -1475206.125000 Penalty: 4858.712402
	Iteration 31Q: 3 clusters Score -1475206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -1475210.000000 Penalty: 4858.712402
	Iteration 32Q: 3 clusters Score -1475210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 16688 members 
Entering Unmasked Estep 
Score: -1475212.750000 Penalty: 4858.712402
	Iteration 33Q: 3 clusters Score -1475213 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 16698 members 
Entering Unmasked Estep 
Score: -1475212.500000 Penalty: 4858.712402
	Iteration 34Q: 3 clusters Score -1475212 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -1475213.000000 Penalty: 4858.712402
	Iteration 35Q: 3 clusters Score -1475213 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 16717 members 
Entering Unmasked Estep 
Score: -1475219.375000 Penalty: 4858.712402
	Iteration 36Q: 3 clusters Score -1475219 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 16733 members 
Entering Unmasked Estep 
Score: -1475223.125000 Penalty: 4858.712402
	Iteration 37Q: 3 clusters Score -1475223 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 16745 members 
Entering Unmasked Estep 
Score: -1475224.750000 Penalty: 4858.712402
	Iteration 38Q: 3 clusters Score -1475225 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 16756 members 
Entering Unmasked Estep 
Score: -1475231.750000 Penalty: 4858.712402
	Iteration 39Q: 3 clusters Score -1475232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 16762 members 
Entering Unmasked Estep 
Score: -1475230.000000 Penalty: 4858.712402
	Iteration 40F: 3 clusters Score -1475230 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 16775 members 
Entering Unmasked Estep 
Score: -1475235.250000 Penalty: 4858.712402
	Iteration 41Q: 3 clusters Score -1475235 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 16788 members 
Entering Unmasked Estep 
Score: -1475240.500000 Penalty: 4858.712402
	Iteration 42Q: 3 clusters Score -1475240 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 16797 members 
Entering Unmasked Estep 
Score: -1475245.375000 Penalty: 4858.712402
	Iteration 43Q: 3 clusters Score -1475245 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
Score: -1475249.000000 Penalty: 4858.712402
	Iteration 44Q: 3 clusters Score -1475249 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 16812 members 
Entering Unmasked Estep 
Score: -1475252.500000 Penalty: 4858.712402
	Iteration 45Q: 3 clusters Score -1475252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
Score: -1475257.875000 Penalty: 4858.712402
	Iteration 46Q: 3 clusters Score -1475258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -1475258.250000 Penalty: 4858.712402
	Iteration 47Q: 3 clusters Score -1475258 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 16833 members 
Entering Unmasked Estep 
Score: -1475266.375000 Penalty: 4858.712402
	Iteration 48Q: 3 clusters Score -1475266 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -1475264.500000 Penalty: 4858.712402
	Iteration 49Q: 3 clusters Score -1475264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 16841 members 
Entering Unmasked Estep 
Score: -1475266.875000 Penalty: 4858.712402
	Iteration 50Q: 3 clusters Score -1475267 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 16846 members 
Entering Unmasked Estep 
Score: -1475266.000000 Penalty: 4858.712402
	Iteration 51Q: 3 clusters Score -1475266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 16846 members 
Entering Unmasked Estep 
Score: -1475266.000000 Penalty: 4858.712402
	Iteration 52F: 3 clusters Score -1475266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (29390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29390 members 
Entering Unmasked Estep 
Score: -2411585.250000 Penalty: 2551.525635
	Iteration 0F: 2 clusters Score -2411585 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14781 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
Score: -2391696.250000 Penalty: 5103.051270
	Iteration 0F: 3 clusters Score -2391696 nChanged 13136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -2398645.750000 Penalty: 5103.051270
	Iteration 1F: 3 clusters Score -2398646 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15824 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -2399130.250000 Penalty: 5103.051270
	Iteration 2Q: 3 clusters Score -2399130 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16351 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -2399590.500000 Penalty: 5103.051270
	Iteration 3Q: 3 clusters Score -2399590 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -2400087.750000 Penalty: 5103.051270
	Iteration 4Q: 3 clusters Score -2400088 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18049 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -2400779.000000 Penalty: 5103.051270
	Iteration 5Q: 3 clusters Score -2400779 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19291 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -2401673.250000 Penalty: 5103.051270
	Iteration 6F: 3 clusters Score -2401673 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20748 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -2402868.250000 Penalty: 5103.051270
	Iteration 7F: 3 clusters Score -2402868 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22340 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -2404341.250000 Penalty: 5103.051270
	Iteration 8F: 3 clusters Score -2404341 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23832 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -2405853.750000 Penalty: 5103.051270
	Iteration 9F: 3 clusters Score -2405854 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24950 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -2407054.750000 Penalty: 5103.051270
	Iteration 10Q: 3 clusters Score -2407055 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25688 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -2407847.500000 Penalty: 5103.051270
	Iteration 11Q: 3 clusters Score -2407848 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26109 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -2408306.750000 Penalty: 5103.051270
	Iteration 12Q: 3 clusters Score -2408307 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26425 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -2408549.750000 Penalty: 5103.051270
	Iteration 13Q: 3 clusters Score -2408550 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26667 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -2408715.000000 Penalty: 5103.051270
	Iteration 14Q: 3 clusters Score -2408715 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26851 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -2408827.750000 Penalty: 5103.051270
	Iteration 15Q: 3 clusters Score -2408828 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27014 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -2408916.250000 Penalty: 5103.051270
	Iteration 16Q: 3 clusters Score -2408916 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27163 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -2408980.000000 Penalty: 5103.051270
	Iteration 17Q: 3 clusters Score -2408980 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27280 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -2409033.500000 Penalty: 5103.051270
	Iteration 18Q: 3 clusters Score -2409034 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27384 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -2409083.250000 Penalty: 5103.051270
	Iteration 19Q: 3 clusters Score -2409083 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27485 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -2409130.500000 Penalty: 5103.051270
	Iteration 20F: 3 clusters Score -2409130 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27578 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -2409169.250000 Penalty: 5103.051270
	Iteration 21Q: 3 clusters Score -2409169 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27657 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -2409205.750000 Penalty: 5103.051270
	Iteration 22Q: 3 clusters Score -2409206 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27715 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -2409227.000000 Penalty: 5103.051270
	Iteration 23Q: 3 clusters Score -2409227 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27769 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -2409252.500000 Penalty: 5103.051270
	Iteration 24Q: 3 clusters Score -2409252 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27813 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -2409265.000000 Penalty: 5103.051270
	Iteration 25Q: 3 clusters Score -2409265 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27844 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -2409268.250000 Penalty: 5103.051270
	Iteration 26Q: 3 clusters Score -2409268 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27869 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -2409286.500000 Penalty: 5103.051270
	Iteration 27Q: 3 clusters Score -2409286 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27902 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -2409305.000000 Penalty: 5103.051270
	Iteration 28Q: 3 clusters Score -2409305 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27934 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -2409323.000000 Penalty: 5103.051270
	Iteration 29Q: 3 clusters Score -2409323 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27969 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -2409332.000000 Penalty: 5103.051270
	Iteration 30Q: 3 clusters Score -2409332 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28005 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -2409344.250000 Penalty: 5103.051270
	Iteration 31Q: 3 clusters Score -2409344 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28031 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -2409349.750000 Penalty: 5103.051270
	Iteration 32Q: 3 clusters Score -2409350 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28052 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -2409358.750000 Penalty: 5103.051270
	Iteration 33Q: 3 clusters Score -2409359 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28068 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -2409362.500000 Penalty: 5103.051270
	Iteration 34Q: 3 clusters Score -2409362 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28081 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -2409366.000000 Penalty: 5103.051270
	Iteration 35Q: 3 clusters Score -2409366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28090 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -2409365.750000 Penalty: 5103.051270
	Iteration 36Q: 3 clusters Score -2409366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28095 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -2409371.000000 Penalty: 5103.051270
	Iteration 37Q: 3 clusters Score -2409371 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28104 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2409373.500000 Penalty: 5103.051270
	Iteration 38Q: 3 clusters Score -2409374 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28115 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -2409376.750000 Penalty: 5103.051270
	Iteration 39Q: 3 clusters Score -2409377 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28125 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -2409375.750000 Penalty: 5103.051270
	Iteration 40F: 3 clusters Score -2409376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28133 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -2409382.000000 Penalty: 5103.051270
	Iteration 41Q: 3 clusters Score -2409382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28141 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -2409382.000000 Penalty: 5103.051270
	Iteration 42Q: 3 clusters Score -2409382 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28152 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -2409379.750000 Penalty: 5103.051270
	Iteration 43Q: 3 clusters Score -2409380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28162 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -2409386.750000 Penalty: 5103.051270
	Iteration 44Q: 3 clusters Score -2409387 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28181 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -2409396.250000 Penalty: 5103.051270
	Iteration 45Q: 3 clusters Score -2409396 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28197 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -2409403.000000 Penalty: 5103.051270
	Iteration 46Q: 3 clusters Score -2409403 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28208 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -2409408.000000 Penalty: 5103.051270
	Iteration 47Q: 3 clusters Score -2409408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28217 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -2409410.500000 Penalty: 5103.051270
	Iteration 48Q: 3 clusters Score -2409410 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28226 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -2409416.500000 Penalty: 5103.051270
	Iteration 49Q: 3 clusters Score -2409416 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28241 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -2409413.500000 Penalty: 5103.051270
	Iteration 50Q: 3 clusters Score -2409414 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28250 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -2409418.250000 Penalty: 5103.051270
	Iteration 51Q: 3 clusters Score -2409418 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28254 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -2409421.250000 Penalty: 5103.051270
	Iteration 52Q: 3 clusters Score -2409421 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28262 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -2409424.250000 Penalty: 5103.051270
	Iteration 53Q: 3 clusters Score -2409424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28267 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -2409423.250000 Penalty: 5103.051270
	Iteration 54Q: 3 clusters Score -2409423 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28275 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -2409431.750000 Penalty: 5103.051270
	Iteration 55Q: 3 clusters Score -2409432 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28283 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -2409435.000000 Penalty: 5103.051270
	Iteration 56Q: 3 clusters Score -2409435 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28292 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -2409433.500000 Penalty: 5103.051270
	Iteration 57Q: 3 clusters Score -2409434 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28302 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -2409443.000000 Penalty: 5103.051270
	Iteration 58Q: 3 clusters Score -2409443 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28310 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -2409444.250000 Penalty: 5103.051270
	Iteration 59Q: 3 clusters Score -2409444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28317 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -2409447.750000 Penalty: 5103.051270
	Iteration 60F: 3 clusters Score -2409448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28322 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -2409448.250000 Penalty: 5103.051270
	Iteration 61Q: 3 clusters Score -2409448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28327 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -2409448.250000 Penalty: 5103.051270
	Iteration 62Q: 3 clusters Score -2409448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28333 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -2409447.250000 Penalty: 5103.051270
	Iteration 63Q: 3 clusters Score -2409447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28335 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -2409448.500000 Penalty: 5103.051270
	Iteration 64Q: 3 clusters Score -2409448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28335 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -2409448.500000 Penalty: 5103.051270
	Iteration 65F: 3 clusters Score -2409448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (19411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19411 members 
Entering Unmasked Estep 
Score: -1355276.250000 Penalty: 2448.651611
	Iteration 0F: 2 clusters Score -1355276 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 9819 members 
Entering Unmasked Estep 
Score: -1341569.500000 Penalty: 4897.303223
	Iteration 0F: 3 clusters Score -1341570 nChanged 8545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -1346696.000000 Penalty: 4897.303223
	Iteration 1F: 3 clusters Score -1346696 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -1347532.125000 Penalty: 4897.303223
	Iteration 2F: 3 clusters Score -1347532 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -1348342.750000 Penalty: 4897.303223
	Iteration 3F: 3 clusters Score -1348343 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -1349128.625000 Penalty: 4897.303223
	Iteration 4F: 3 clusters Score -1349129 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -1350034.750000 Penalty: 4897.303223
	Iteration 5F: 3 clusters Score -1350035 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -1350987.125000 Penalty: 4897.303223
	Iteration 6F: 3 clusters Score -1350987 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -1351795.125000 Penalty: 4897.303223
	Iteration 7F: 3 clusters Score -1351795 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -1352352.250000 Penalty: 4897.303223
	Iteration 8Q: 3 clusters Score -1352352 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 15053 members 
Entering Unmasked Estep 
Score: -1352729.500000 Penalty: 4897.303223
	Iteration 9Q: 3 clusters Score -1352730 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 15441 members 
Entering Unmasked Estep 
Score: -1352992.750000 Penalty: 4897.303223
	Iteration 10Q: 3 clusters Score -1352993 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -1353249.750000 Penalty: 4897.303223
	Iteration 11Q: 3 clusters Score -1353250 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 16062 members 
Entering Unmasked Estep 
Score: -1353477.625000 Penalty: 4897.303223
	Iteration 12Q: 3 clusters Score -1353478 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -1353692.000000 Penalty: 4897.303223
	Iteration 13Q: 3 clusters Score -1353692 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 16549 members 
Entering Unmasked Estep 
Score: -1353887.250000 Penalty: 4897.303223
	Iteration 14Q: 3 clusters Score -1353887 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 16754 members 
Entering Unmasked Estep 
Score: -1354055.875000 Penalty: 4897.303223
	Iteration 15Q: 3 clusters Score -1354056 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 16928 members 
Entering Unmasked Estep 
Score: -1354197.250000 Penalty: 4897.303223
	Iteration 16Q: 3 clusters Score -1354197 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -1354320.125000 Penalty: 4897.303223
	Iteration 17Q: 3 clusters Score -1354320 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 17212 members 
Entering Unmasked Estep 
Score: -1354400.875000 Penalty: 4897.303223
	Iteration 18Q: 3 clusters Score -1354401 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
Score: -1354459.750000 Penalty: 4897.303223
	Iteration 19Q: 3 clusters Score -1354460 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -1354526.625000 Penalty: 4897.303223
	Iteration 20F: 3 clusters Score -1354527 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 17440 members 
Entering Unmasked Estep 
Score: -1354579.250000 Penalty: 4897.303223
	Iteration 21Q: 3 clusters Score -1354579 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -1354635.125000 Penalty: 4897.303223
	Iteration 22Q: 3 clusters Score -1354635 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -1354671.375000 Penalty: 4897.303223
	Iteration 23Q: 3 clusters Score -1354671 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 17547 members 
Entering Unmasked Estep 
Score: -1354701.875000 Penalty: 4897.303223
	Iteration 24Q: 3 clusters Score -1354702 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 17565 members 
Entering Unmasked Estep 
Score: -1354712.375000 Penalty: 4897.303223
	Iteration 25Q: 3 clusters Score -1354712 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -1354729.250000 Penalty: 4897.303223
	Iteration 26Q: 3 clusters Score -1354729 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 17597 members 
Entering Unmasked Estep 
Score: -1354741.750000 Penalty: 4897.303223
	Iteration 27Q: 3 clusters Score -1354742 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 17613 members 
Entering Unmasked Estep 
Score: -1354749.750000 Penalty: 4897.303223
	Iteration 28Q: 3 clusters Score -1354750 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 17623 members 
Entering Unmasked Estep 
Score: -1354753.875000 Penalty: 4897.303223
	Iteration 29Q: 3 clusters Score -1354754 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 17631 members 
Entering Unmasked Estep 
Score: -1354760.750000 Penalty: 4897.303223
	Iteration 30Q: 3 clusters Score -1354761 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 17643 members 
Entering Unmasked Estep 
Score: -1354762.375000 Penalty: 4897.303223
	Iteration 31Q: 3 clusters Score -1354762 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 17651 members 
Entering Unmasked Estep 
Score: -1354766.875000 Penalty: 4897.303223
	Iteration 32Q: 3 clusters Score -1354767 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 17651 members 
Entering Unmasked Estep 
Score: -1354767.000000 Penalty: 4897.303223
	Iteration 33Q: 3 clusters Score -1354767 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 17655 members 
Entering Unmasked Estep 
Score: -1354768.250000 Penalty: 4897.303223
	Iteration 34Q: 3 clusters Score -1354768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 17657 members 
Entering Unmasked Estep 
Score: -1354769.500000 Penalty: 4897.303223
	Iteration 35Q: 3 clusters Score -1354770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 17660 members 
Entering Unmasked Estep 
Score: -1354768.625000 Penalty: 4897.303223
	Iteration 36Q: 3 clusters Score -1354769 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
Score: -1354773.375000 Penalty: 4897.303223
	Iteration 37Q: 3 clusters Score -1354773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 17663 members 
Entering Unmasked Estep 
Score: -1354775.500000 Penalty: 4897.303223
	Iteration 38Q: 3 clusters Score -1354776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 17664 members 
Entering Unmasked Estep 
Score: -1354776.500000 Penalty: 4897.303223
	Iteration 39Q: 3 clusters Score -1354776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 17664 members 
Entering Unmasked Estep 
Score: -1354776.500000 Penalty: 4897.303223
	Iteration 40F: 3 clusters Score -1354776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Entering Unmasked Estep 
Score: -489553.062500 Penalty: 2167.206299
	Iteration 0F: 2 clusters Score -489553.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -484257.093750 Penalty: 4334.412598
	Iteration 0F: 3 clusters Score -484257.1 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -485605.625000 Penalty: 4334.412598
	Iteration 1F: 3 clusters Score -485605.6 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -485860.937500 Penalty: 4334.412598
	Iteration 2F: 3 clusters Score -485860.9 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -486047.406250 Penalty: 4334.412598
	Iteration 3F: 3 clusters Score -486047.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -486170.875000 Penalty: 4334.412598
	Iteration 4Q: 3 clusters Score -486170.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -486246.218750 Penalty: 4334.412598
	Iteration 5Q: 3 clusters Score -486246.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -486302.562500 Penalty: 4334.412598
	Iteration 6Q: 3 clusters Score -486302.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -486352.937500 Penalty: 4334.412598
	Iteration 7Q: 3 clusters Score -486352.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -486403.875000 Penalty: 4334.412598
	Iteration 8Q: 3 clusters Score -486403.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -486445.437500 Penalty: 4334.412598
	Iteration 9Q: 3 clusters Score -486445.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -486479.500000 Penalty: 4334.412598
	Iteration 10Q: 3 clusters Score -486479.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -486510.718750 Penalty: 4334.412598
	Iteration 11Q: 3 clusters Score -486510.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -486542.562500 Penalty: 4334.412598
	Iteration 12Q: 3 clusters Score -486542.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -486574.062500 Penalty: 4334.412598
	Iteration 13Q: 3 clusters Score -486574.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -486607.281250 Penalty: 4334.412598
	Iteration 14Q: 3 clusters Score -486607.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -486635.781250 Penalty: 4334.412598
	Iteration 15Q: 3 clusters Score -486635.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -486659.750000 Penalty: 4334.412598
	Iteration 16Q: 3 clusters Score -486659.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -486687.218750 Penalty: 4334.412598
	Iteration 17Q: 3 clusters Score -486687.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -486717.812500 Penalty: 4334.412598
	Iteration 18Q: 3 clusters Score -486717.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -486752.781250 Penalty: 4334.412598
	Iteration 19Q: 3 clusters Score -486752.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -486782.968750 Penalty: 4334.412598
	Iteration 20F: 3 clusters Score -486783 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -486823.406250 Penalty: 4334.412598
	Iteration 21Q: 3 clusters Score -486823.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -486875.906250 Penalty: 4334.412598
	Iteration 22Q: 3 clusters Score -486875.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -486935.875000 Penalty: 4334.412598
	Iteration 23Q: 3 clusters Score -486935.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -487004.468750 Penalty: 4334.412598
	Iteration 24Q: 3 clusters Score -487004.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -487066.937500 Penalty: 4334.412598
	Iteration 25Q: 3 clusters Score -487066.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -487118.468750 Penalty: 4334.412598
	Iteration 26Q: 3 clusters Score -487118.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -487169.406250 Penalty: 4334.412598
	Iteration 27Q: 3 clusters Score -487169.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -487232.718750 Penalty: 4334.412598
	Iteration 28Q: 3 clusters Score -487232.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -487286.125000 Penalty: 4334.412598
	Iteration 29Q: 3 clusters Score -487286.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -487343.843750 Penalty: 4334.412598
	Iteration 30Q: 3 clusters Score -487343.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -487414.906250 Penalty: 4334.412598
	Iteration 31Q: 3 clusters Score -487414.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -487465.656250 Penalty: 4334.412598
	Iteration 32Q: 3 clusters Score -487465.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -487497.875000 Penalty: 4334.412598
	Iteration 33Q: 3 clusters Score -487497.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -487534.875000 Penalty: 4334.412598
	Iteration 34Q: 3 clusters Score -487534.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -487568.281250 Penalty: 4334.412598
	Iteration 35Q: 3 clusters Score -487568.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -487599.312500 Penalty: 4334.412598
	Iteration 36Q: 3 clusters Score -487599.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -487631.781250 Penalty: 4334.412598
	Iteration 37Q: 3 clusters Score -487631.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -487667.812500 Penalty: 4334.412598
	Iteration 38Q: 3 clusters Score -487667.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -487694.093750 Penalty: 4334.412598
	Iteration 39Q: 3 clusters Score -487694.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -487715.031250 Penalty: 4334.412598
	Iteration 40F: 3 clusters Score -487715 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -487735.843750 Penalty: 4334.412598
	Iteration 41Q: 3 clusters Score -487735.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -487760.000000 Penalty: 4334.412598
	Iteration 42Q: 3 clusters Score -487760 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -487775.500000 Penalty: 4334.412598
	Iteration 43Q: 3 clusters Score -487775.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -487791.000000 Penalty: 4334.412598
	Iteration 44Q: 3 clusters Score -487791 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -487801.312500 Penalty: 4334.412598
	Iteration 45Q: 3 clusters Score -487801.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -487814.656250 Penalty: 4334.412598
	Iteration 46Q: 3 clusters Score -487814.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -487823.750000 Penalty: 4334.412598
	Iteration 47Q: 3 clusters Score -487823.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -487832.875000 Penalty: 4334.412598
	Iteration 48Q: 3 clusters Score -487832.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -487840.375000 Penalty: 4334.412598
	Iteration 49Q: 3 clusters Score -487840.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -487844.281250 Penalty: 4334.412598
	Iteration 50Q: 3 clusters Score -487844.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -487847.375000 Penalty: 4334.412598
	Iteration 51Q: 3 clusters Score -487847.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -487853.000000 Penalty: 4334.412598
	Iteration 52Q: 3 clusters Score -487853 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -487858.125000 Penalty: 4334.412598
	Iteration 53Q: 3 clusters Score -487858.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -487864.281250 Penalty: 4334.412598
	Iteration 54Q: 3 clusters Score -487864.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -487870.656250 Penalty: 4334.412598
	Iteration 55Q: 3 clusters Score -487870.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -487877.125000 Penalty: 4334.412598
	Iteration 56Q: 3 clusters Score -487877.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -487883.562500 Penalty: 4334.412598
	Iteration 57Q: 3 clusters Score -487883.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -487886.406250 Penalty: 4334.412598
	Iteration 58Q: 3 clusters Score -487886.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -487891.125000 Penalty: 4334.412598
	Iteration 59Q: 3 clusters Score -487891.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -487893.062500 Penalty: 4334.412598
	Iteration 60F: 3 clusters Score -487893.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -487894.187500 Penalty: 4334.412598
	Iteration 61Q: 3 clusters Score -487894.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -487894.968750 Penalty: 4334.412598
	Iteration 62Q: 3 clusters Score -487895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -487897.250000 Penalty: 4334.412598
	Iteration 63Q: 3 clusters Score -487897.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -487900.375000 Penalty: 4334.412598
	Iteration 64Q: 3 clusters Score -487900.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -487905.000000 Penalty: 4334.412598
	Iteration 65Q: 3 clusters Score -487905 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -487911.593750 Penalty: 4334.412598
	Iteration 66Q: 3 clusters Score -487911.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -487922.718750 Penalty: 4334.412598
	Iteration 67Q: 3 clusters Score -487922.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -487935.593750 Penalty: 4334.412598
	Iteration 68Q: 3 clusters Score -487935.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -487951.750000 Penalty: 4334.412598
	Iteration 69Q: 3 clusters Score -487951.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -487977.031250 Penalty: 4334.412598
	Iteration 70Q: 3 clusters Score -487977 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -488004.937500 Penalty: 4334.412598
	Iteration 71Q: 3 clusters Score -488004.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -488026.125000 Penalty: 4334.412598
	Iteration 72Q: 3 clusters Score -488026.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -488041.656250 Penalty: 4334.412598
	Iteration 73Q: 3 clusters Score -488041.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -488053.656250 Penalty: 4334.412598
	Iteration 74Q: 3 clusters Score -488053.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -488060.031250 Penalty: 4334.412598
	Iteration 75Q: 3 clusters Score -488060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -488065.843750 Penalty: 4334.412598
	Iteration 76Q: 3 clusters Score -488065.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -488072.156250 Penalty: 4334.412598
	Iteration 77Q: 3 clusters Score -488072.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -488073.937500 Penalty: 4334.412598
	Iteration 78Q: 3 clusters Score -488073.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -488073.906250 Penalty: 4334.412598
	Iteration 79Q: 3 clusters Score -488073.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -488075.000000 Penalty: 4334.412598
	Iteration 80F: 3 clusters Score -488075 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -488076.687500 Penalty: 4334.412598
	Iteration 81Q: 3 clusters Score -488076.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -488077.093750 Penalty: 4334.412598
	Iteration 82Q: 3 clusters Score -488077.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -488077.875000 Penalty: 4334.412598
	Iteration 83Q: 3 clusters Score -488077.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -488077.875000 Penalty: 4334.412598
	Iteration 84Q: 3 clusters Score -488077.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -488077.875000 Penalty: 4334.412598
	Iteration 85F: 3 clusters Score -488077.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (75162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75162 members 
Entering Unmasked Estep 
Score: -5907798.500000 Penalty: 2784.395508
	Iteration 0F: 2 clusters Score -5907798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37584 members 
Mstep: Class 2 contains 37578 members 
Entering Unmasked Estep 
Score: -5857361.000000 Penalty: 5568.791016
	Iteration 0F: 3 clusters Score -5857361 nChanged 35126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37518 members 
Mstep: Class 2 contains 37644 members 
Entering Unmasked Estep 
Score: -5877028.000000 Penalty: 5568.791016
	Iteration 1F: 3 clusters Score -5877028 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37575 members 
Mstep: Class 2 contains 37587 members 
Entering Unmasked Estep 
Score: -5877511.500000 Penalty: 5568.791016
	Iteration 2Q: 3 clusters Score -5877512 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37627 members 
Mstep: Class 2 contains 37535 members 
Entering Unmasked Estep 
Score: -5877958.000000 Penalty: 5568.791016
	Iteration 3Q: 3 clusters Score -5877958 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37751 members 
Mstep: Class 2 contains 37411 members 
Entering Unmasked Estep 
Score: -5878386.500000 Penalty: 5568.791016
	Iteration 4Q: 3 clusters Score -5878386 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38046 members 
Mstep: Class 2 contains 37116 members 
Entering Unmasked Estep 
Score: -5878886.000000 Penalty: 5568.791016
	Iteration 5Q: 3 clusters Score -5878886 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38372 members 
Mstep: Class 2 contains 36790 members 
Entering Unmasked Estep 
Score: -5879499.000000 Penalty: 5568.791016
	Iteration 6Q: 3 clusters Score -5879499 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38851 members 
Mstep: Class 2 contains 36311 members 
Entering Unmasked Estep 
Score: -5880134.000000 Penalty: 5568.791016
	Iteration 7Q: 3 clusters Score -5880134 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39523 members 
Mstep: Class 2 contains 35639 members 
Entering Unmasked Estep 
Score: -5880913.500000 Penalty: 5568.791016
	Iteration 8Q: 3 clusters Score -5880914 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40481 members 
Mstep: Class 2 contains 34681 members 
Entering Unmasked Estep 
Score: -5881890.500000 Penalty: 5568.791016
	Iteration 9Q: 3 clusters Score -5881890 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41718 members 
Mstep: Class 2 contains 33444 members 
Entering Unmasked Estep 
Score: -5883113.500000 Penalty: 5568.791016
	Iteration 10Q: 3 clusters Score -5883114 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43257 members 
Mstep: Class 2 contains 31905 members 
Entering Unmasked Estep 
Score: -5884851.500000 Penalty: 5568.791016
	Iteration 11Q: 3 clusters Score -5884852 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44989 members 
Mstep: Class 2 contains 30173 members 
Entering Unmasked Estep 
Score: -5887013.000000 Penalty: 5568.791016
	Iteration 12F: 3 clusters Score -5887013 nChanged 4092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46833 members 
Mstep: Class 2 contains 28329 members 
Entering Unmasked Estep 
Score: -5889847.000000 Penalty: 5568.791016
	Iteration 13F: 3 clusters Score -5889847 nChanged 3997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48636 members 
Mstep: Class 2 contains 26526 members 
Entering Unmasked Estep 
Score: -5892553.500000 Penalty: 5568.791016
	Iteration 14F: 3 clusters Score -5892554 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50217 members 
Mstep: Class 2 contains 24945 members 
Entering Unmasked Estep 
Score: -5894203.000000 Penalty: 5568.791016
	Iteration 15Q: 3 clusters Score -5894203 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51702 members 
Mstep: Class 2 contains 23460 members 
Entering Unmasked Estep 
Score: -5895081.000000 Penalty: 5568.791016
	Iteration 16Q: 3 clusters Score -5895081 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53126 members 
Mstep: Class 2 contains 22036 members 
Entering Unmasked Estep 
Score: -5895674.000000 Penalty: 5568.791016
	Iteration 17Q: 3 clusters Score -5895674 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54591 members 
Mstep: Class 2 contains 20571 members 
Entering Unmasked Estep 
Score: -5896245.500000 Penalty: 5568.791016
	Iteration 18Q: 3 clusters Score -5896246 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56099 members 
Mstep: Class 2 contains 19063 members 
Entering Unmasked Estep 
Score: -5896921.500000 Penalty: 5568.791016
	Iteration 19Q: 3 clusters Score -5896922 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57618 members 
Mstep: Class 2 contains 17544 members 
Entering Unmasked Estep 
Score: -5897595.000000 Penalty: 5568.791016
	Iteration 20F: 3 clusters Score -5897595 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59082 members 
Mstep: Class 2 contains 16080 members 
Entering Unmasked Estep 
Score: -5898257.000000 Penalty: 5568.791016
	Iteration 21Q: 3 clusters Score -5898257 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60488 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -5898975.500000 Penalty: 5568.791016
	Iteration 22Q: 3 clusters Score -5898976 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61880 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
Score: -5899599.000000 Penalty: 5568.791016
	Iteration 23Q: 3 clusters Score -5899599 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63199 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -5900249.500000 Penalty: 5568.791016
	Iteration 24Q: 3 clusters Score -5900250 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64458 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -5900883.000000 Penalty: 5568.791016
	Iteration 25Q: 3 clusters Score -5900883 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65564 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -5901363.500000 Penalty: 5568.791016
	Iteration 26Q: 3 clusters Score -5901364 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66553 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -5901833.500000 Penalty: 5568.791016
	Iteration 27Q: 3 clusters Score -5901834 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67497 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -5902190.000000 Penalty: 5568.791016
	Iteration 28Q: 3 clusters Score -5902190 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68347 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -5902616.000000 Penalty: 5568.791016
	Iteration 29Q: 3 clusters Score -5902616 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69141 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -5902957.000000 Penalty: 5568.791016
	Iteration 30Q: 3 clusters Score -5902957 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69864 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -5903306.000000 Penalty: 5568.791016
	Iteration 31Q: 3 clusters Score -5903306 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70526 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -5903617.500000 Penalty: 5568.791016
	Iteration 32Q: 3 clusters Score -5903618 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71107 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -5903905.000000 Penalty: 5568.791016
	Iteration 33Q: 3 clusters Score -5903905 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71645 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -5904148.000000 Penalty: 5568.791016
	Iteration 34Q: 3 clusters Score -5904148 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72094 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -5904334.500000 Penalty: 5568.791016
	Iteration 35Q: 3 clusters Score -5904334 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72464 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -5904498.000000 Penalty: 5568.791016
	Iteration 36Q: 3 clusters Score -5904498 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72797 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -5904665.500000 Penalty: 5568.791016
	Iteration 37Q: 3 clusters Score -5904666 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73061 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -5904780.500000 Penalty: 5568.791016
	Iteration 38Q: 3 clusters Score -5904780 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73311 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -5904873.500000 Penalty: 5568.791016
	Iteration 39Q: 3 clusters Score -5904874 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73516 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -5904960.500000 Penalty: 5568.791016
	Iteration 40F: 3 clusters Score -5904960 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73656 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -5905037.000000 Penalty: 5568.791016
	Iteration 41Q: 3 clusters Score -5905037 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73774 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -5905086.500000 Penalty: 5568.791016
	Iteration 42Q: 3 clusters Score -5905086 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73878 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -5905125.500000 Penalty: 5568.791016
	Iteration 43Q: 3 clusters Score -5905126 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73967 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -5905168.500000 Penalty: 5568.791016
	Iteration 44Q: 3 clusters Score -5905168 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74034 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -5905185.000000 Penalty: 5568.791016
	Iteration 45Q: 3 clusters Score -5905185 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74087 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -5905211.500000 Penalty: 5568.791016
	Iteration 46Q: 3 clusters Score -5905212 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74140 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -5905227.500000 Penalty: 5568.791016
	Iteration 47Q: 3 clusters Score -5905228 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74183 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -5905260.500000 Penalty: 5568.791016
	Iteration 48Q: 3 clusters Score -5905260 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74210 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -5905271.000000 Penalty: 5568.791016
	Iteration 49Q: 3 clusters Score -5905271 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74233 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -5905286.500000 Penalty: 5568.791016
	Iteration 50Q: 3 clusters Score -5905286 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74258 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -5905310.000000 Penalty: 5568.791016
	Iteration 51Q: 3 clusters Score -5905310 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74287 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -5905313.500000 Penalty: 5568.791016
	Iteration 52Q: 3 clusters Score -5905314 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74307 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -5905328.500000 Penalty: 5568.791016
	Iteration 53Q: 3 clusters Score -5905328 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74320 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -5905328.000000 Penalty: 5568.791016
	Iteration 54Q: 3 clusters Score -5905328 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74332 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -5905344.500000 Penalty: 5568.791016
	Iteration 55Q: 3 clusters Score -5905344 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74341 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -5905345.500000 Penalty: 5568.791016
	Iteration 56Q: 3 clusters Score -5905346 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74351 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -5905349.000000 Penalty: 5568.791016
	Iteration 57Q: 3 clusters Score -5905349 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74361 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -5905365.500000 Penalty: 5568.791016
	Iteration 58Q: 3 clusters Score -5905366 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74375 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -5905369.500000 Penalty: 5568.791016
	Iteration 59Q: 3 clusters Score -5905370 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74385 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -5905387.500000 Penalty: 5568.791016
	Iteration 60F: 3 clusters Score -5905388 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74399 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -5905401.000000 Penalty: 5568.791016
	Iteration 61Q: 3 clusters Score -5905401 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74411 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -5905405.000000 Penalty: 5568.791016
	Iteration 62Q: 3 clusters Score -5905405 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74420 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -5905401.000000 Penalty: 5568.791016
	Iteration 63Q: 3 clusters Score -5905401 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74427 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -5905405.000000 Penalty: 5568.791016
	Iteration 64Q: 3 clusters Score -5905405 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74436 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -5905407.500000 Penalty: 5568.791016
	Iteration 65Q: 3 clusters Score -5905408 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74447 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -5905417.500000 Penalty: 5568.791016
	Iteration 66Q: 3 clusters Score -5905418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74456 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -5905427.000000 Penalty: 5568.791016
	Iteration 67Q: 3 clusters Score -5905427 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74466 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -5905415.500000 Penalty: 5568.791016
	Iteration 68Q: 3 clusters Score -5905416 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74475 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -5905437.000000 Penalty: 5568.791016
	Iteration 69Q: 3 clusters Score -5905437 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74482 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -5905431.000000 Penalty: 5568.791016
	Iteration 70Q: 3 clusters Score -5905431 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74487 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -5905437.500000 Penalty: 5568.791016
	Iteration 71Q: 3 clusters Score -5905438 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74496 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -5905450.000000 Penalty: 5568.791016
	Iteration 72Q: 3 clusters Score -5905450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74500 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -5905452.500000 Penalty: 5568.791016
	Iteration 73Q: 3 clusters Score -5905452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74502 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -5905449.500000 Penalty: 5568.791016
	Iteration 74Q: 3 clusters Score -5905450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74503 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -5905454.500000 Penalty: 5568.791016
	Iteration 75Q: 3 clusters Score -5905454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74504 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -5905453.500000 Penalty: 5568.791016
	Iteration 76Q: 3 clusters Score -5905454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74505 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -5905458.000000 Penalty: 5568.791016
	Iteration 77Q: 3 clusters Score -5905458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74509 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -5905458.500000 Penalty: 5568.791016
	Iteration 78Q: 3 clusters Score -5905458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74515 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -5905463.500000 Penalty: 5568.791016
	Iteration 79Q: 3 clusters Score -5905464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74517 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -5905456.000000 Penalty: 5568.791016
	Iteration 80F: 3 clusters Score -5905456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74520 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -5905467.500000 Penalty: 5568.791016
	Iteration 81Q: 3 clusters Score -5905468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74524 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -5905470.000000 Penalty: 5568.791016
	Iteration 82Q: 3 clusters Score -5905470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74527 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -5905473.000000 Penalty: 5568.791016
	Iteration 83Q: 3 clusters Score -5905473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74530 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -5905471.000000 Penalty: 5568.791016
	Iteration 84Q: 3 clusters Score -5905471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74533 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -5905475.500000 Penalty: 5568.791016
	Iteration 85Q: 3 clusters Score -5905476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74536 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -5905482.000000 Penalty: 5568.791016
	Iteration 86Q: 3 clusters Score -5905482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74537 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -5905479.500000 Penalty: 5568.791016
	Iteration 87Q: 3 clusters Score -5905480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74537 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -5905479.500000 Penalty: 5568.791016
	Iteration 88F: 3 clusters Score -5905480 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (71543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71543 members 
Entering Unmasked Estep 
Score: -5777385.000000 Penalty: 2772.157471
	Iteration 0F: 2 clusters Score -5777385 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35620 members 
Mstep: Class 2 contains 35923 members 
Entering Unmasked Estep 
Score: -5729330.500000 Penalty: 5544.314941
	Iteration 0F: 3 clusters Score -5729330 nChanged 33601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33673 members 
Mstep: Class 2 contains 37870 members 
Entering Unmasked Estep 
Score: -5748494.000000 Penalty: 5544.314941
	Iteration 1F: 3 clusters Score -5748494 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32388 members 
Mstep: Class 2 contains 39155 members 
Entering Unmasked Estep 
Score: -5749650.000000 Penalty: 5544.314941
	Iteration 2Q: 3 clusters Score -5749650 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30445 members 
Mstep: Class 2 contains 41098 members 
Entering Unmasked Estep 
Score: -5751360.000000 Penalty: 5544.314941
	Iteration 3F: 3 clusters Score -5751360 nChanged 4517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27580 members 
Mstep: Class 2 contains 43963 members 
Entering Unmasked Estep 
Score: -5754246.500000 Penalty: 5544.314941
	Iteration 4F: 3 clusters Score -5754246 nChanged 5551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23675 members 
Mstep: Class 2 contains 47868 members 
Entering Unmasked Estep 
Score: -5758470.000000 Penalty: 5544.314941
	Iteration 5F: 3 clusters Score -5758470 nChanged 5921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19312 members 
Mstep: Class 2 contains 52231 members 
Entering Unmasked Estep 
Score: -5763432.000000 Penalty: 5544.314941
	Iteration 6F: 3 clusters Score -5763432 nChanged 5311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 56318 members 
Entering Unmasked Estep 
Score: -5767697.000000 Penalty: 5544.314941
	Iteration 7F: 3 clusters Score -5767697 nChanged 3921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 59391 members 
Entering Unmasked Estep 
Score: -5770475.000000 Penalty: 5544.314941
	Iteration 8F: 3 clusters Score -5770475 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 61586 members 
Entering Unmasked Estep 
Score: -5772161.500000 Penalty: 5544.314941
	Iteration 9Q: 3 clusters Score -5772162 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 63162 members 
Entering Unmasked Estep 
Score: -5773145.000000 Penalty: 5544.314941
	Iteration 10Q: 3 clusters Score -5773145 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 64278 members 
Entering Unmasked Estep 
Score: -5773730.500000 Penalty: 5544.314941
	Iteration 11Q: 3 clusters Score -5773730 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 65098 members 
Entering Unmasked Estep 
Score: -5774116.000000 Penalty: 5544.314941
	Iteration 12Q: 3 clusters Score -5774116 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 65754 members 
Entering Unmasked Estep 
Score: -5774426.500000 Penalty: 5544.314941
	Iteration 13Q: 3 clusters Score -5774426 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 66256 members 
Entering Unmasked Estep 
Score: -5774698.000000 Penalty: 5544.314941
	Iteration 14Q: 3 clusters Score -5774698 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 66622 members 
Entering Unmasked Estep 
Score: -5774854.000000 Penalty: 5544.314941
	Iteration 15Q: 3 clusters Score -5774854 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 66887 members 
Entering Unmasked Estep 
Score: -5774996.500000 Penalty: 5544.314941
	Iteration 16Q: 3 clusters Score -5774996 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 67112 members 
Entering Unmasked Estep 
Score: -5775133.500000 Penalty: 5544.314941
	Iteration 17Q: 3 clusters Score -5775134 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 67277 members 
Entering Unmasked Estep 
Score: -5775237.000000 Penalty: 5544.314941
	Iteration 18Q: 3 clusters Score -5775237 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 67415 members 
Entering Unmasked Estep 
Score: -5775321.500000 Penalty: 5544.314941
	Iteration 19Q: 3 clusters Score -5775322 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 67526 members 
Entering Unmasked Estep 
Score: -5775365.500000 Penalty: 5544.314941
	Iteration 20F: 3 clusters Score -5775366 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 67603 members 
Entering Unmasked Estep 
Score: -5775396.000000 Penalty: 5544.314941
	Iteration 21Q: 3 clusters Score -5775396 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 67672 members 
Entering Unmasked Estep 
Score: -5775430.500000 Penalty: 5544.314941
	Iteration 22Q: 3 clusters Score -5775430 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 67725 members 
Entering Unmasked Estep 
Score: -5775451.500000 Penalty: 5544.314941
	Iteration 23Q: 3 clusters Score -5775452 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 67760 members 
Entering Unmasked Estep 
Score: -5775453.000000 Penalty: 5544.314941
	Iteration 24Q: 3 clusters Score -5775453 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 67786 members 
Entering Unmasked Estep 
Score: -5775458.500000 Penalty: 5544.314941
	Iteration 25Q: 3 clusters Score -5775458 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 67807 members 
Entering Unmasked Estep 
Score: -5775471.000000 Penalty: 5544.314941
	Iteration 26Q: 3 clusters Score -5775471 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 67830 members 
Entering Unmasked Estep 
Score: -5775466.000000 Penalty: 5544.314941
	Iteration 27Q: 3 clusters Score -5775466 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 67847 members 
Entering Unmasked Estep 
Score: -5775475.500000 Penalty: 5544.314941
	Iteration 28Q: 3 clusters Score -5775476 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 67862 members 
Entering Unmasked Estep 
Score: -5775486.000000 Penalty: 5544.314941
	Iteration 29Q: 3 clusters Score -5775486 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 67880 members 
Entering Unmasked Estep 
Score: -5775493.000000 Penalty: 5544.314941
	Iteration 30Q: 3 clusters Score -5775493 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 67896 members 
Entering Unmasked Estep 
Score: -5775497.000000 Penalty: 5544.314941
	Iteration 31Q: 3 clusters Score -5775497 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 67911 members 
Entering Unmasked Estep 
Score: -5775484.000000 Penalty: 5544.314941
	Iteration 32Q: 3 clusters Score -5775484 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 67924 members 
Entering Unmasked Estep 
Score: -5775489.500000 Penalty: 5544.314941
	Iteration 33Q: 3 clusters Score -5775490 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 67941 members 
Entering Unmasked Estep 
Score: -5775493.500000 Penalty: 5544.314941
	Iteration 34Q: 3 clusters Score -5775494 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 67961 members 
Entering Unmasked Estep 
Score: -5775499.500000 Penalty: 5544.314941
	Iteration 35Q: 3 clusters Score -5775500 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 67977 members 
Entering Unmasked Estep 
Score: -5775503.000000 Penalty: 5544.314941
	Iteration 36Q: 3 clusters Score -5775503 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 67990 members 
Entering Unmasked Estep 
Score: -5775502.000000 Penalty: 5544.314941
	Iteration 37Q: 3 clusters Score -5775502 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 68000 members 
Entering Unmasked Estep 
Score: -5775503.000000 Penalty: 5544.314941
	Iteration 38Q: 3 clusters Score -5775503 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 68012 members 
Entering Unmasked Estep 
Score: -5775498.000000 Penalty: 5544.314941
	Iteration 39Q: 3 clusters Score -5775498 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 68027 members 
Entering Unmasked Estep 
Score: -5775505.500000 Penalty: 5544.314941
	Iteration 40F: 3 clusters Score -5775506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 68035 members 
Entering Unmasked Estep 
Score: -5775507.500000 Penalty: 5544.314941
	Iteration 41Q: 3 clusters Score -5775508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 68037 members 
Entering Unmasked Estep 
Score: -5775508.000000 Penalty: 5544.314941
	Iteration 42Q: 3 clusters Score -5775508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 68042 members 
Entering Unmasked Estep 
Score: -5775506.500000 Penalty: 5544.314941
	Iteration 43Q: 3 clusters Score -5775506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 68047 members 
Entering Unmasked Estep 
Score: -5775509.000000 Penalty: 5544.314941
	Iteration 44Q: 3 clusters Score -5775509 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 68053 members 
Entering Unmasked Estep 
Score: -5775508.000000 Penalty: 5544.314941
	Iteration 45Q: 3 clusters Score -5775508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 68060 members 
Entering Unmasked Estep 
Score: -5775513.000000 Penalty: 5544.314941
	Iteration 46Q: 3 clusters Score -5775513 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 68067 members 
Entering Unmasked Estep 
Score: -5775503.000000 Penalty: 5544.314941
	Iteration 47Q: 3 clusters Score -5775503 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 68069 members 
Entering Unmasked Estep 
Score: -5775511.500000 Penalty: 5544.314941
	Iteration 48Q: 3 clusters Score -5775512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 68074 members 
Entering Unmasked Estep 
Score: -5775518.500000 Penalty: 5544.314941
	Iteration 49Q: 3 clusters Score -5775518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 68077 members 
Entering Unmasked Estep 
Score: -5775524.500000 Penalty: 5544.314941
	Iteration 50Q: 3 clusters Score -5775524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 68080 members 
Entering Unmasked Estep 
Score: -5775517.500000 Penalty: 5544.314941
	Iteration 51Q: 3 clusters Score -5775518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 68085 members 
Entering Unmasked Estep 
Score: -5775516.000000 Penalty: 5544.314941
	Iteration 52Q: 3 clusters Score -5775516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 68089 members 
Entering Unmasked Estep 
Score: -5775516.000000 Penalty: 5544.314941
	Iteration 53Q: 3 clusters Score -5775516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 68090 members 
Entering Unmasked Estep 
Score: -5775519.500000 Penalty: 5544.314941
	Iteration 54Q: 3 clusters Score -5775520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 68091 members 
Entering Unmasked Estep 
Score: -5775517.500000 Penalty: 5544.314941
	Iteration 55Q: 3 clusters Score -5775518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 68091 members 
Entering Unmasked Estep 
Score: -5775517.000000 Penalty: 5544.314941
	Iteration 56Q: 3 clusters Score -5775517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 68092 members 
Entering Unmasked Estep 
Score: -5775516.000000 Penalty: 5544.314941
	Iteration 57Q: 3 clusters Score -5775516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 68093 members 
Entering Unmasked Estep 
Score: -5775520.000000 Penalty: 5544.314941
	Iteration 58Q: 3 clusters Score -5775520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 68094 members 
Entering Unmasked Estep 
Score: -5775518.000000 Penalty: 5544.314941
	Iteration 59Q: 3 clusters Score -5775518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 68096 members 
Entering Unmasked Estep 
Score: -5775519.000000 Penalty: 5544.314941
	Iteration 60F: 3 clusters Score -5775519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 68097 members 
Entering Unmasked Estep 
Score: -5775518.000000 Penalty: 5544.314941
	Iteration 61Q: 3 clusters Score -5775518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 68098 members 
Entering Unmasked Estep 
Score: -5775517.000000 Penalty: 5544.314941
	Iteration 62Q: 3 clusters Score -5775517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 68101 members 
Entering Unmasked Estep 
Score: -5775519.500000 Penalty: 5544.314941
	Iteration 63Q: 3 clusters Score -5775520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 68100 members 
Entering Unmasked Estep 
Score: -5775519.000000 Penalty: 5544.314941
	Iteration 64Q: 3 clusters Score -5775519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 68102 members 
Entering Unmasked Estep 
Score: -5775519.500000 Penalty: 5544.314941
	Iteration 65Q: 3 clusters Score -5775520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 68105 members 
Entering Unmasked Estep 
Score: -5775509.000000 Penalty: 5544.314941
	Iteration 66Q: 3 clusters Score -5775509 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 68105 members 
Entering Unmasked Estep 
Score: -5775509.000000 Penalty: 5544.314941
	Iteration 67F: 3 clusters Score -5775509 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Entering Unmasked Estep 
Score: -389979.093750 Penalty: 2109.821533
	Iteration 0F: 2 clusters Score -389979.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -385473.562500 Penalty: 4219.643066
	Iteration 0F: 3 clusters Score -385473.6 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -386542.281250 Penalty: 4219.643066
	Iteration 1F: 3 clusters Score -386542.3 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -386768.406250 Penalty: 4219.643066
	Iteration 2F: 3 clusters Score -386768.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -386914.062500 Penalty: 4219.643066
	Iteration 3F: 3 clusters Score -386914.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -387040.906250 Penalty: 4219.643066
	Iteration 4Q: 3 clusters Score -387040.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -387166.156250 Penalty: 4219.643066
	Iteration 5Q: 3 clusters Score -387166.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -387283.406250 Penalty: 4219.643066
	Iteration 6Q: 3 clusters Score -387283.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -387388.656250 Penalty: 4219.643066
	Iteration 7Q: 3 clusters Score -387388.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -387529.031250 Penalty: 4219.643066
	Iteration 8Q: 3 clusters Score -387529 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -387661.093750 Penalty: 4219.643066
	Iteration 9Q: 3 clusters Score -387661.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -387782.531250 Penalty: 4219.643066
	Iteration 10Q: 3 clusters Score -387782.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -387892.687500 Penalty: 4219.643066
	Iteration 11Q: 3 clusters Score -387892.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -387994.062500 Penalty: 4219.643066
	Iteration 12Q: 3 clusters Score -387994.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -388105.437500 Penalty: 4219.643066
	Iteration 13Q: 3 clusters Score -388105.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -388197.093750 Penalty: 4219.643066
	Iteration 14Q: 3 clusters Score -388197.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -388293.031250 Penalty: 4219.643066
	Iteration 15Q: 3 clusters Score -388293 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -388358.750000 Penalty: 4219.643066
	Iteration 16Q: 3 clusters Score -388358.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -388414.937500 Penalty: 4219.643066
	Iteration 17Q: 3 clusters Score -388414.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -388463.656250 Penalty: 4219.643066
	Iteration 18Q: 3 clusters Score -388463.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -388504.687500 Penalty: 4219.643066
	Iteration 19Q: 3 clusters Score -388504.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -388534.812500 Penalty: 4219.643066
	Iteration 20F: 3 clusters Score -388534.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -388555.937500 Penalty: 4219.643066
	Iteration 21Q: 3 clusters Score -388555.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -388568.718750 Penalty: 4219.643066
	Iteration 22Q: 3 clusters Score -388568.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -388578.812500 Penalty: 4219.643066
	Iteration 23Q: 3 clusters Score -388578.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -388587.218750 Penalty: 4219.643066
	Iteration 24Q: 3 clusters Score -388587.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -388591.125000 Penalty: 4219.643066
	Iteration 25Q: 3 clusters Score -388591.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -388593.843750 Penalty: 4219.643066
	Iteration 26Q: 3 clusters Score -388593.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -388596.062500 Penalty: 4219.643066
	Iteration 27Q: 3 clusters Score -388596.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -388602.468750 Penalty: 4219.643066
	Iteration 28Q: 3 clusters Score -388602.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -388604.031250 Penalty: 4219.643066
	Iteration 29Q: 3 clusters Score -388604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -388606.843750 Penalty: 4219.643066
	Iteration 30Q: 3 clusters Score -388606.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -388607.437500 Penalty: 4219.643066
	Iteration 31Q: 3 clusters Score -388607.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -388608.593750 Penalty: 4219.643066
	Iteration 32Q: 3 clusters Score -388608.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -388609.437500 Penalty: 4219.643066
	Iteration 33Q: 3 clusters Score -388609.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -388609.437500 Penalty: 4219.643066
	Iteration 34F: 3 clusters Score -388609.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Entering Unmasked Estep 
Score: -678452.062500 Penalty: 2254.034912
	Iteration 0F: 2 clusters Score -678452.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -671466.375000 Penalty: 4508.069824
	Iteration 0F: 3 clusters Score -671466.4 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -673526.312500 Penalty: 4508.069824
	Iteration 1F: 3 clusters Score -673526.3 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -673933.250000 Penalty: 4508.069824
	Iteration 2F: 3 clusters Score -673933.2 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -674241.625000 Penalty: 4508.069824
	Iteration 3F: 3 clusters Score -674241.6 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -674452.875000 Penalty: 4508.069824
	Iteration 4Q: 3 clusters Score -674452.9 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -674631.250000 Penalty: 4508.069824
	Iteration 5Q: 3 clusters Score -674631.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -674773.312500 Penalty: 4508.069824
	Iteration 6Q: 3 clusters Score -674773.3 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -674899.062500 Penalty: 4508.069824
	Iteration 7Q: 3 clusters Score -674899.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -675017.125000 Penalty: 4508.069824
	Iteration 8Q: 3 clusters Score -675017.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -675129.312500 Penalty: 4508.069824
	Iteration 9Q: 3 clusters Score -675129.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -675254.000000 Penalty: 4508.069824
	Iteration 10Q: 3 clusters Score -675254 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -675405.875000 Penalty: 4508.069824
	Iteration 11Q: 3 clusters Score -675405.9 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -675557.500000 Penalty: 4508.069824
	Iteration 12Q: 3 clusters Score -675557.5 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -675708.750000 Penalty: 4508.069824
	Iteration 13Q: 3 clusters Score -675708.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -675877.375000 Penalty: 4508.069824
	Iteration 14Q: 3 clusters Score -675877.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -676042.437500 Penalty: 4508.069824
	Iteration 15Q: 3 clusters Score -676042.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -676199.750000 Penalty: 4508.069824
	Iteration 16Q: 3 clusters Score -676199.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -676315.500000 Penalty: 4508.069824
	Iteration 17Q: 3 clusters Score -676315.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -676387.750000 Penalty: 4508.069824
	Iteration 18Q: 3 clusters Score -676387.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -676438.562500 Penalty: 4508.069824
	Iteration 19Q: 3 clusters Score -676438.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -676473.312500 Penalty: 4508.069824
	Iteration 20F: 3 clusters Score -676473.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -676510.187500 Penalty: 4508.069824
	Iteration 21Q: 3 clusters Score -676510.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -676558.250000 Penalty: 4508.069824
	Iteration 22Q: 3 clusters Score -676558.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -676611.437500 Penalty: 4508.069824
	Iteration 23Q: 3 clusters Score -676611.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -676651.062500 Penalty: 4508.069824
	Iteration 24Q: 3 clusters Score -676651.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -676677.875000 Penalty: 4508.069824
	Iteration 25Q: 3 clusters Score -676677.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -676704.125000 Penalty: 4508.069824
	Iteration 26Q: 3 clusters Score -676704.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -676724.187500 Penalty: 4508.069824
	Iteration 27Q: 3 clusters Score -676724.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -676745.187500 Penalty: 4508.069824
	Iteration 28Q: 3 clusters Score -676745.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -676769.937500 Penalty: 4508.069824
	Iteration 29Q: 3 clusters Score -676769.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -676800.812500 Penalty: 4508.069824
	Iteration 30Q: 3 clusters Score -676800.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -676850.125000 Penalty: 4508.069824
	Iteration 31Q: 3 clusters Score -676850.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -676933.125000 Penalty: 4508.069824
	Iteration 32Q: 3 clusters Score -676933.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -677039.187500 Penalty: 4508.069824
	Iteration 33Q: 3 clusters Score -677039.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -677146.687500 Penalty: 4508.069824
	Iteration 34Q: 3 clusters Score -677146.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -677270.625000 Penalty: 4508.069824
	Iteration 35Q: 3 clusters Score -677270.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -677394.937500 Penalty: 4508.069824
	Iteration 36Q: 3 clusters Score -677394.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -677468.625000 Penalty: 4508.069824
	Iteration 37Q: 3 clusters Score -677468.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -677493.000000 Penalty: 4508.069824
	Iteration 38Q: 3 clusters Score -677493 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -677505.750000 Penalty: 4508.069824
	Iteration 39Q: 3 clusters Score -677505.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -677521.937500 Penalty: 4508.069824
	Iteration 40F: 3 clusters Score -677521.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -677530.937500 Penalty: 4508.069824
	Iteration 41Q: 3 clusters Score -677530.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -677542.812500 Penalty: 4508.069824
	Iteration 42Q: 3 clusters Score -677542.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -677553.750000 Penalty: 4508.069824
	Iteration 43Q: 3 clusters Score -677553.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -677558.125000 Penalty: 4508.069824
	Iteration 44Q: 3 clusters Score -677558.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -677561.875000 Penalty: 4508.069824
	Iteration 45Q: 3 clusters Score -677561.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -677565.500000 Penalty: 4508.069824
	Iteration 46Q: 3 clusters Score -677565.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -677569.000000 Penalty: 4508.069824
	Iteration 47Q: 3 clusters Score -677569 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -677570.875000 Penalty: 4508.069824
	Iteration 48Q: 3 clusters Score -677570.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -677576.062500 Penalty: 4508.069824
	Iteration 49Q: 3 clusters Score -677576.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -677579.187500 Penalty: 4508.069824
	Iteration 50Q: 3 clusters Score -677579.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -677587.875000 Penalty: 4508.069824
	Iteration 51Q: 3 clusters Score -677587.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -677593.125000 Penalty: 4508.069824
	Iteration 52Q: 3 clusters Score -677593.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -677599.000000 Penalty: 4508.069824
	Iteration 53Q: 3 clusters Score -677599 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -677608.062500 Penalty: 4508.069824
	Iteration 54Q: 3 clusters Score -677608.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -677613.000000 Penalty: 4508.069824
	Iteration 55Q: 3 clusters Score -677613 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -677616.375000 Penalty: 4508.069824
	Iteration 56Q: 3 clusters Score -677616.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -677620.187500 Penalty: 4508.069824
	Iteration 57Q: 3 clusters Score -677620.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -677620.187500 Penalty: 4508.069824
	Iteration 58Q: 3 clusters Score -677620.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -677619.312500 Penalty: 4508.069824
	Iteration 59Q: 3 clusters Score -677619.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -677621.437500 Penalty: 4508.069824
	Iteration 60F: 3 clusters Score -677621.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -677621.937500 Penalty: 4508.069824
	Iteration 61Q: 3 clusters Score -677621.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -677624.812500 Penalty: 4508.069824
	Iteration 62Q: 3 clusters Score -677624.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -677625.062500 Penalty: 4508.069824
	Iteration 63Q: 3 clusters Score -677625.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -677627.312500 Penalty: 4508.069824
	Iteration 64Q: 3 clusters Score -677627.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -677632.437500 Penalty: 4508.069824
	Iteration 65Q: 3 clusters Score -677632.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -677633.687500 Penalty: 4508.069824
	Iteration 66Q: 3 clusters Score -677633.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -677635.625000 Penalty: 4508.069824
	Iteration 67Q: 3 clusters Score -677635.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -677636.187500 Penalty: 4508.069824
	Iteration 68Q: 3 clusters Score -677636.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -677637.125000 Penalty: 4508.069824
	Iteration 69Q: 3 clusters Score -677637.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -677639.625000 Penalty: 4508.069824
	Iteration 70Q: 3 clusters Score -677639.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -677640.312500 Penalty: 4508.069824
	Iteration 71Q: 3 clusters Score -677640.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -677640.312500 Penalty: 4508.069824
	Iteration 72F: 3 clusters Score -677640.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Entering Unmasked Estep 
Score: -1055989.625000 Penalty: 2372.364258
	Iteration 0F: 2 clusters Score -1055990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1045513.125000 Penalty: 4744.728516
	Iteration 0F: 3 clusters Score -1045513 nChanged 6160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -1049023.250000 Penalty: 4744.728516
	Iteration 1F: 3 clusters Score -1049023 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1049731.625000 Penalty: 4744.728516
	Iteration 2F: 3 clusters Score -1049732 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1050528.125000 Penalty: 4744.728516
	Iteration 3F: 3 clusters Score -1050528 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1051329.375000 Penalty: 4744.728516
	Iteration 4F: 3 clusters Score -1051329 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -1052064.125000 Penalty: 4744.728516
	Iteration 5F: 3 clusters Score -1052064 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -1052733.250000 Penalty: 4744.728516
	Iteration 6F: 3 clusters Score -1052733 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1053305.250000 Penalty: 4744.728516
	Iteration 7Q: 3 clusters Score -1053305 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -1053722.375000 Penalty: 4744.728516
	Iteration 8Q: 3 clusters Score -1053722 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1053962.875000 Penalty: 4744.728516
	Iteration 9Q: 3 clusters Score -1053963 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1054114.000000 Penalty: 4744.728516
	Iteration 10Q: 3 clusters Score -1054114 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1054193.500000 Penalty: 4744.728516
	Iteration 11Q: 3 clusters Score -1054194 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1054244.375000 Penalty: 4744.728516
	Iteration 12Q: 3 clusters Score -1054244 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -1054275.500000 Penalty: 4744.728516
	Iteration 13Q: 3 clusters Score -1054276 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -1054297.750000 Penalty: 4744.728516
	Iteration 14Q: 3 clusters Score -1054298 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -1054311.125000 Penalty: 4744.728516
	Iteration 15Q: 3 clusters Score -1054311 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -1054329.000000 Penalty: 4744.728516
	Iteration 16Q: 3 clusters Score -1054329 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -1054342.250000 Penalty: 4744.728516
	Iteration 17Q: 3 clusters Score -1054342 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -1054351.625000 Penalty: 4744.728516
	Iteration 18Q: 3 clusters Score -1054352 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -1054359.500000 Penalty: 4744.728516
	Iteration 19Q: 3 clusters Score -1054360 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1054364.625000 Penalty: 4744.728516
	Iteration 20F: 3 clusters Score -1054365 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -1054369.500000 Penalty: 4744.728516
	Iteration 21Q: 3 clusters Score -1054370 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1054371.625000 Penalty: 4744.728516
	Iteration 22Q: 3 clusters Score -1054372 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -1054373.125000 Penalty: 4744.728516
	Iteration 23Q: 3 clusters Score -1054373 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -1054374.375000 Penalty: 4744.728516
	Iteration 24Q: 3 clusters Score -1054374 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -1054375.625000 Penalty: 4744.728516
	Iteration 25Q: 3 clusters Score -1054376 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -1054376.125000 Penalty: 4744.728516
	Iteration 26Q: 3 clusters Score -1054376 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -1054378.750000 Penalty: 4744.728516
	Iteration 27Q: 3 clusters Score -1054379 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1054379.625000 Penalty: 4744.728516
	Iteration 28Q: 3 clusters Score -1054380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -1054380.750000 Penalty: 4744.728516
	Iteration 29Q: 3 clusters Score -1054381 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -1054383.125000 Penalty: 4744.728516
	Iteration 30Q: 3 clusters Score -1054383 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1054386.000000 Penalty: 4744.728516
	Iteration 31Q: 3 clusters Score -1054386 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -1054387.750000 Penalty: 4744.728516
	Iteration 32Q: 3 clusters Score -1054388 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1054386.625000 Penalty: 4744.728516
	Iteration 33Q: 3 clusters Score -1054387 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1054387.250000 Penalty: 4744.728516
	Iteration 34Q: 3 clusters Score -1054387 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -1054388.875000 Penalty: 4744.728516
	Iteration 35Q: 3 clusters Score -1054389 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1054390.750000 Penalty: 4744.728516
	Iteration 36Q: 3 clusters Score -1054391 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1054392.250000 Penalty: 4744.728516
	Iteration 37Q: 3 clusters Score -1054392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1054390.375000 Penalty: 4744.728516
	Iteration 38Q: 3 clusters Score -1054390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -1054390.875000 Penalty: 4744.728516
	Iteration 39Q: 3 clusters Score -1054391 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -1054390.500000 Penalty: 4744.728516
	Iteration 40F: 3 clusters Score -1054390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -1054391.375000 Penalty: 4744.728516
	Iteration 41Q: 3 clusters Score -1054391 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -1054392.375000 Penalty: 4744.728516
	Iteration 42Q: 3 clusters Score -1054392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -1054394.125000 Penalty: 4744.728516
	Iteration 43Q: 3 clusters Score -1054394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1054394.125000 Penalty: 4744.728516
	Iteration 44Q: 3 clusters Score -1054394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -1054391.750000 Penalty: 4744.728516
	Iteration 45Q: 3 clusters Score -1054392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -1054393.375000 Penalty: 4744.728516
	Iteration 46Q: 3 clusters Score -1054393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1054394.500000 Penalty: 4744.728516
	Iteration 47Q: 3 clusters Score -1054394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -1054395.625000 Penalty: 4744.728516
	Iteration 48Q: 3 clusters Score -1054396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -1054396.750000 Penalty: 4744.728516
	Iteration 49Q: 3 clusters Score -1054397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -1054396.375000 Penalty: 4744.728516
	Iteration 50Q: 3 clusters Score -1054396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -1054396.750000 Penalty: 4744.728516
	Iteration 51Q: 3 clusters Score -1054397 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -1054396.125000 Penalty: 4744.728516
	Iteration 52Q: 3 clusters Score -1054396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -1054397.875000 Penalty: 4744.728516
	Iteration 53Q: 3 clusters Score -1054398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -1054397.125000 Penalty: 4744.728516
	Iteration 54Q: 3 clusters Score -1054397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -1054397.750000 Penalty: 4744.728516
	Iteration 55Q: 3 clusters Score -1054398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -1054398.250000 Penalty: 4744.728516
	Iteration 56Q: 3 clusters Score -1054398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -1054398.250000 Penalty: 4744.728516
	Iteration 57F: 3 clusters Score -1054398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Entering Unmasked Estep 
Score: -360802.187500 Penalty: 2102.707764
	Iteration 0F: 2 clusters Score -360802.2 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 2473 members 
Entering Unmasked Estep 
Score: -356384.812500 Penalty: 4205.415527
	Iteration 0F: 3 clusters Score -356384.8 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -357440.218750 Penalty: 4205.415527
	Iteration 1F: 3 clusters Score -357440.2 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -357678.218750 Penalty: 4205.415527
	Iteration 2F: 3 clusters Score -357678.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -357875.625000 Penalty: 4205.415527
	Iteration 3F: 3 clusters Score -357875.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -358102.968750 Penalty: 4205.415527
	Iteration 4Q: 3 clusters Score -358103 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -358317.968750 Penalty: 4205.415527
	Iteration 5Q: 3 clusters Score -358318 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -358512.656250 Penalty: 4205.415527
	Iteration 6Q: 3 clusters Score -358512.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -358694.031250 Penalty: 4205.415527
	Iteration 7Q: 3 clusters Score -358694 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -358874.437500 Penalty: 4205.415527
	Iteration 8Q: 3 clusters Score -358874.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -359023.968750 Penalty: 4205.415527
	Iteration 9Q: 3 clusters Score -359024 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -359157.218750 Penalty: 4205.415527
	Iteration 10Q: 3 clusters Score -359157.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -359260.187500 Penalty: 4205.415527
	Iteration 11Q: 3 clusters Score -359260.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -359337.125000 Penalty: 4205.415527
	Iteration 12Q: 3 clusters Score -359337.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -359424.500000 Penalty: 4205.415527
	Iteration 13Q: 3 clusters Score -359424.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -359511.906250 Penalty: 4205.415527
	Iteration 14Q: 3 clusters Score -359511.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -359587.125000 Penalty: 4205.415527
	Iteration 15Q: 3 clusters Score -359587.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -359657.906250 Penalty: 4205.415527
	Iteration 16Q: 3 clusters Score -359657.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -359729.187500 Penalty: 4205.415527
	Iteration 17Q: 3 clusters Score -359729.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -359794.281250 Penalty: 4205.415527
	Iteration 18Q: 3 clusters Score -359794.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -359853.218750 Penalty: 4205.415527
	Iteration 19Q: 3 clusters Score -359853.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -359924.750000 Penalty: 4205.415527
	Iteration 20F: 3 clusters Score -359924.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -359979.656250 Penalty: 4205.415527
	Iteration 21Q: 3 clusters Score -359979.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -360021.468750 Penalty: 4205.415527
	Iteration 22Q: 3 clusters Score -360021.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -360043.687500 Penalty: 4205.415527
	Iteration 23Q: 3 clusters Score -360043.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -360061.937500 Penalty: 4205.415527
	Iteration 24Q: 3 clusters Score -360061.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -360076.156250 Penalty: 4205.415527
	Iteration 25Q: 3 clusters Score -360076.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -360084.312500 Penalty: 4205.415527
	Iteration 26Q: 3 clusters Score -360084.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -360089.781250 Penalty: 4205.415527
	Iteration 27Q: 3 clusters Score -360089.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -360093.000000 Penalty: 4205.415527
	Iteration 28Q: 3 clusters Score -360093 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -360095.156250 Penalty: 4205.415527
	Iteration 29Q: 3 clusters Score -360095.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -360096.968750 Penalty: 4205.415527
	Iteration 30Q: 3 clusters Score -360097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -360097.312500 Penalty: 4205.415527
	Iteration 31Q: 3 clusters Score -360097.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -360098.281250 Penalty: 4205.415527
	Iteration 32Q: 3 clusters Score -360098.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -360098.625000 Penalty: 4205.415527
	Iteration 33Q: 3 clusters Score -360098.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -360099.656250 Penalty: 4205.415527
	Iteration 34Q: 3 clusters Score -360099.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -360100.593750 Penalty: 4205.415527
	Iteration 35Q: 3 clusters Score -360100.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -360100.593750 Penalty: 4205.415527
	Iteration 36F: 3 clusters Score -360100.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Entering Unmasked Estep 
Score: -604598.437500 Penalty: 2223.877686
	Iteration 0F: 2 clusters Score -604598.4 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 3816 members 
Entering Unmasked Estep 
Score: -598259.500000 Penalty: 4447.755371
	Iteration 0F: 3 clusters Score -598259.5 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -599962.312500 Penalty: 4447.755371
	Iteration 1F: 3 clusters Score -599962.3 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -600294.125000 Penalty: 4447.755371
	Iteration 2F: 3 clusters Score -600294.1 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -600498.500000 Penalty: 4447.755371
	Iteration 3F: 3 clusters Score -600498.5 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -600672.000000 Penalty: 4447.755371
	Iteration 4Q: 3 clusters Score -600672 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -600878.812500 Penalty: 4447.755371
	Iteration 5Q: 3 clusters Score -600878.8 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -601105.187500 Penalty: 4447.755371
	Iteration 6Q: 3 clusters Score -601105.2 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -601356.812500 Penalty: 4447.755371
	Iteration 7Q: 3 clusters Score -601356.8 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -601600.875000 Penalty: 4447.755371
	Iteration 8Q: 3 clusters Score -601600.9 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -601839.937500 Penalty: 4447.755371
	Iteration 9Q: 3 clusters Score -601839.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -602069.437500 Penalty: 4447.755371
	Iteration 10Q: 3 clusters Score -602069.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -602264.875000 Penalty: 4447.755371
	Iteration 11Q: 3 clusters Score -602264.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -602405.875000 Penalty: 4447.755371
	Iteration 12Q: 3 clusters Score -602405.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -602500.875000 Penalty: 4447.755371
	Iteration 13Q: 3 clusters Score -602500.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -602595.500000 Penalty: 4447.755371
	Iteration 14Q: 3 clusters Score -602595.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -602662.750000 Penalty: 4447.755371
	Iteration 15Q: 3 clusters Score -602662.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -602702.500000 Penalty: 4447.755371
	Iteration 16Q: 3 clusters Score -602702.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -602735.687500 Penalty: 4447.755371
	Iteration 17Q: 3 clusters Score -602735.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -602763.500000 Penalty: 4447.755371
	Iteration 18Q: 3 clusters Score -602763.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -602791.625000 Penalty: 4447.755371
	Iteration 19Q: 3 clusters Score -602791.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -602808.750000 Penalty: 4447.755371
	Iteration 20F: 3 clusters Score -602808.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -602827.312500 Penalty: 4447.755371
	Iteration 21Q: 3 clusters Score -602827.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -602845.812500 Penalty: 4447.755371
	Iteration 22Q: 3 clusters Score -602845.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -602866.750000 Penalty: 4447.755371
	Iteration 23Q: 3 clusters Score -602866.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -602882.187500 Penalty: 4447.755371
	Iteration 24Q: 3 clusters Score -602882.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -602894.125000 Penalty: 4447.755371
	Iteration 25Q: 3 clusters Score -602894.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -602906.625000 Penalty: 4447.755371
	Iteration 26Q: 3 clusters Score -602906.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -602912.750000 Penalty: 4447.755371
	Iteration 27Q: 3 clusters Score -602912.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -602916.125000 Penalty: 4447.755371
	Iteration 28Q: 3 clusters Score -602916.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -602918.000000 Penalty: 4447.755371
	Iteration 29Q: 3 clusters Score -602918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -602919.812500 Penalty: 4447.755371
	Iteration 30Q: 3 clusters Score -602919.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -602923.125000 Penalty: 4447.755371
	Iteration 31Q: 3 clusters Score -602923.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -602925.437500 Penalty: 4447.755371
	Iteration 32Q: 3 clusters Score -602925.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -602931.062500 Penalty: 4447.755371
	Iteration 33Q: 3 clusters Score -602931.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -602931.500000 Penalty: 4447.755371
	Iteration 34Q: 3 clusters Score -602931.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -602931.500000 Penalty: 4447.755371
	Iteration 35F: 3 clusters Score -602931.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Entering Unmasked Estep 
Score: -488817.625000 Penalty: 2163.441895
	Iteration 0F: 2 clusters Score -488817.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -483581.250000 Penalty: 4326.883789
	Iteration 0F: 3 clusters Score -483581.2 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -484878.812500 Penalty: 4326.883789
	Iteration 1F: 3 clusters Score -484878.8 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -485118.031250 Penalty: 4326.883789
	Iteration 2F: 3 clusters Score -485118 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -485255.500000 Penalty: 4326.883789
	Iteration 3Q: 3 clusters Score -485255.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -485332.156250 Penalty: 4326.883789
	Iteration 4Q: 3 clusters Score -485332.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -485396.375000 Penalty: 4326.883789
	Iteration 5Q: 3 clusters Score -485396.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -485461.937500 Penalty: 4326.883789
	Iteration 6Q: 3 clusters Score -485461.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -485531.218750 Penalty: 4326.883789
	Iteration 7Q: 3 clusters Score -485531.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -485608.875000 Penalty: 4326.883789
	Iteration 8Q: 3 clusters Score -485608.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -485701.718750 Penalty: 4326.883789
	Iteration 9Q: 3 clusters Score -485701.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -485824.312500 Penalty: 4326.883789
	Iteration 10Q: 3 clusters Score -485824.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -485973.437500 Penalty: 4326.883789
	Iteration 11Q: 3 clusters Score -485973.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -486122.750000 Penalty: 4326.883789
	Iteration 12Q: 3 clusters Score -486122.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -486273.468750 Penalty: 4326.883789
	Iteration 13Q: 3 clusters Score -486273.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -486434.718750 Penalty: 4326.883789
	Iteration 14Q: 3 clusters Score -486434.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -486578.375000 Penalty: 4326.883789
	Iteration 15Q: 3 clusters Score -486578.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -486675.187500 Penalty: 4326.883789
	Iteration 16Q: 3 clusters Score -486675.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -486744.687500 Penalty: 4326.883789
	Iteration 17Q: 3 clusters Score -486744.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -486807.500000 Penalty: 4326.883789
	Iteration 18Q: 3 clusters Score -486807.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -486853.968750 Penalty: 4326.883789
	Iteration 19Q: 3 clusters Score -486854 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -486887.843750 Penalty: 4326.883789
	Iteration 20F: 3 clusters Score -486887.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -486915.468750 Penalty: 4326.883789
	Iteration 21Q: 3 clusters Score -486915.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -486932.843750 Penalty: 4326.883789
	Iteration 22Q: 3 clusters Score -486932.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -486953.156250 Penalty: 4326.883789
	Iteration 23Q: 3 clusters Score -486953.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -486975.343750 Penalty: 4326.883789
	Iteration 24Q: 3 clusters Score -486975.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -486987.250000 Penalty: 4326.883789
	Iteration 25Q: 3 clusters Score -486987.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -486999.468750 Penalty: 4326.883789
	Iteration 26Q: 3 clusters Score -486999.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -487008.812500 Penalty: 4326.883789
	Iteration 27Q: 3 clusters Score -487008.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -487017.125000 Penalty: 4326.883789
	Iteration 28Q: 3 clusters Score -487017.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -487020.281250 Penalty: 4326.883789
	Iteration 29Q: 3 clusters Score -487020.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -487023.906250 Penalty: 4326.883789
	Iteration 30Q: 3 clusters Score -487023.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -487028.062500 Penalty: 4326.883789
	Iteration 31Q: 3 clusters Score -487028.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -487031.812500 Penalty: 4326.883789
	Iteration 32Q: 3 clusters Score -487031.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -487033.718750 Penalty: 4326.883789
	Iteration 33Q: 3 clusters Score -487033.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -487035.187500 Penalty: 4326.883789
	Iteration 34Q: 3 clusters Score -487035.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -487035.312500 Penalty: 4326.883789
	Iteration 35Q: 3 clusters Score -487035.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -487036.468750 Penalty: 4326.883789
	Iteration 36Q: 3 clusters Score -487036.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -487036.468750 Penalty: 4326.883789
	Iteration 37F: 3 clusters Score -487036.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (153494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153494 members 
Entering Unmasked Estep 
Score: -12292397.000000 Penalty: 2961.471436
	Iteration 0F: 2 clusters Score -1.22924e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77249 members 
Mstep: Class 2 contains 76245 members 
Entering Unmasked Estep 
Score: -12189249.000000 Penalty: 5922.942871
	Iteration 0F: 3 clusters Score -1.218925e+07 nChanged 73393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84572 members 
Mstep: Class 2 contains 68922 members 
Entering Unmasked Estep 
Score: -12232010.000000 Penalty: 5922.942871
	Iteration 1F: 3 clusters Score -1.223201e+07 nChanged 5647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89381 members 
Mstep: Class 2 contains 64113 members 
Entering Unmasked Estep 
Score: -12233873.000000 Penalty: 5922.942871
	Iteration 2Q: 3 clusters Score -1.223387e+07 nChanged 7912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96901 members 
Mstep: Class 2 contains 56593 members 
Entering Unmasked Estep 
Score: -12237661.000000 Penalty: 5922.942871
	Iteration 3F: 3 clusters Score -1.223766e+07 nChanged 11333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108066 members 
Mstep: Class 2 contains 45428 members 
Entering Unmasked Estep 
Score: -12245534.000000 Penalty: 5922.942871
	Iteration 4F: 3 clusters Score -1.224553e+07 nChanged 14732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122688 members 
Mstep: Class 2 contains 30806 members 
Entering Unmasked Estep 
Score: -12258977.000000 Penalty: 5922.942871
	Iteration 5F: 3 clusters Score -1.225898e+07 nChanged 14685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137261 members 
Mstep: Class 2 contains 16233 members 
Entering Unmasked Estep 
Score: -12274354.000000 Penalty: 5922.942871
	Iteration 6F: 3 clusters Score -1.227435e+07 nChanged 9414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146569 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -12283830.000000 Penalty: 5922.942871
	Iteration 7F: 3 clusters Score -1.228383e+07 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150496 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -12287379.000000 Penalty: 5922.942871
	Iteration 8Q: 3 clusters Score -1.228738e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152035 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -12288765.000000 Penalty: 5922.942871
	Iteration 9Q: 3 clusters Score -1.228876e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152617 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -12289391.000000 Penalty: 5922.942871
	Iteration 10Q: 3 clusters Score -1.228939e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152842 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -12289616.000000 Penalty: 5922.942871
	Iteration 11Q: 3 clusters Score -1.228962e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152945 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -12289703.000000 Penalty: 5922.942871
	Iteration 12Q: 3 clusters Score -1.22897e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152995 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -12289790.000000 Penalty: 5922.942871
	Iteration 13Q: 3 clusters Score -1.228979e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153026 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -12289824.000000 Penalty: 5922.942871
	Iteration 14Q: 3 clusters Score -1.228982e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153046 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -12289858.000000 Penalty: 5922.942871
	Iteration 15Q: 3 clusters Score -1.228986e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153056 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -12289854.000000 Penalty: 5922.942871
	Iteration 16Q: 3 clusters Score -1.228985e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153060 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -12289857.000000 Penalty: 5922.942871
	Iteration 17Q: 3 clusters Score -1.228986e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153062 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -12289871.000000 Penalty: 5922.942871
	Iteration 18Q: 3 clusters Score -1.228987e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153066 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -12289870.000000 Penalty: 5922.942871
	Iteration 19Q: 3 clusters Score -1.228987e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153066 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -12289878.000000 Penalty: 5922.942871
	Iteration 20F: 3 clusters Score -1.228988e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153067 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -12289889.000000 Penalty: 5922.942871
	Iteration 21Q: 3 clusters Score -1.228989e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153068 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -12289884.000000 Penalty: 5922.942871
	Iteration 22Q: 3 clusters Score -1.228988e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153071 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -12289896.000000 Penalty: 5922.942871
	Iteration 23Q: 3 clusters Score -1.22899e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153072 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -12289896.000000 Penalty: 5922.942871
	Iteration 24Q: 3 clusters Score -1.22899e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153073 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -12289899.000000 Penalty: 5922.942871
	Iteration 25Q: 3 clusters Score -1.22899e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153072 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -12289902.000000 Penalty: 5922.942871
	Iteration 26Q: 3 clusters Score -1.22899e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153072 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -12289902.000000 Penalty: 5922.942871
	Iteration 27F: 3 clusters Score -1.22899e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Entering Unmasked Estep 
Score: -560388.062500 Penalty: 2210.360107
	Iteration 0F: 2 clusters Score -560388.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -554311.750000 Penalty: 4420.720215
	Iteration 0F: 3 clusters Score -554311.8 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -556033.250000 Penalty: 4420.720215
	Iteration 1F: 3 clusters Score -556033.2 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -556473.312500 Penalty: 4420.720215
	Iteration 2F: 3 clusters Score -556473.3 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -556867.875000 Penalty: 4420.720215
	Iteration 3F: 3 clusters Score -556867.9 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -557198.875000 Penalty: 4420.720215
	Iteration 4F: 3 clusters Score -557198.9 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -557579.812500 Penalty: 4420.720215
	Iteration 5F: 3 clusters Score -557579.8 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -558128.375000 Penalty: 4420.720215
	Iteration 6F: 3 clusters Score -558128.4 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -558838.562500 Penalty: 4420.720215
	Iteration 7F: 3 clusters Score -558838.6 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -559506.562500 Penalty: 4420.720215
	Iteration 8F: 3 clusters Score -559506.6 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -559916.437500 Penalty: 4420.720215
	Iteration 9F: 3 clusters Score -559916.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -560127.000000 Penalty: 4420.720215
	Iteration 10Q: 3 clusters Score -560127 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -560291.500000 Penalty: 4420.720215
	Iteration 11Q: 3 clusters Score -560291.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -560426.000000 Penalty: 4420.720215
	Iteration 12Q: 3 clusters Score -560426 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -560526.687500 Penalty: 4420.720215
	Iteration 13Q: 3 clusters Score -560526.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -560589.312500 Penalty: 4420.720215
	Iteration 14Q: 3 clusters Score -560589.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -560623.125000 Penalty: 4420.720215
	Iteration 15Q: 3 clusters Score -560623.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -560647.062500 Penalty: 4420.720215
	Iteration 16Q: 3 clusters Score -560647.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -560659.500000 Penalty: 4420.720215
	Iteration 17Q: 3 clusters Score -560659.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -560668.125000 Penalty: 4420.720215
	Iteration 18Q: 3 clusters Score -560668.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -560673.062500 Penalty: 4420.720215
	Iteration 19Q: 3 clusters Score -560673.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -560675.562500 Penalty: 4420.720215
	Iteration 20F: 3 clusters Score -560675.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -560678.125000 Penalty: 4420.720215
	Iteration 21Q: 3 clusters Score -560678.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -560677.000000 Penalty: 4420.720215
	Iteration 22Q: 3 clusters Score -560677 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -560677.000000 Penalty: 4420.720215
	Iteration 23F: 3 clusters Score -560677 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 3457 members 
Mstep: Class 3 contains 8476 members 
Mstep: Class 4 contains 3083 members 
Mstep: Class 5 contains 17958 members 
Mstep: Class 6 contains 29390 members 
Mstep: Class 7 contains 19411 members 
Mstep: Class 8 contains 6240 members 
Mstep: Class 9 contains 75162 members 
Mstep: Class 10 contains 71543 members 
Mstep: Class 11 contains 4951 members 
Mstep: Class 12 contains 8856 members 
Mstep: Class 13 contains 14271 members 
Mstep: Class 14 contains 4811 members 
Mstep: Class 15 contains 7842 members 
Mstep: Class 16 contains 6146 members 
Mstep: Class 17 contains 153494 members 
Mstep: Class 18 contains 4286 members 
Mstep: Class 19 contains 39645 members 
Mstep: Class 20 contains 25544 members 
Mstep: Class 21 contains 7246 members 
Mstep: Class 22 contains 4092 members 
Mstep: Class 23 contains 66044 members 
Mstep: Class 24 contains 4472 members 
Mstep: Class 25 contains 5147 members 
Mstep: Class 26 contains 64569 members 
Mstep: Class 27 contains 4510 members 
Mstep: Class 28 contains 122260 members 
Mstep: Class 29 contains 13685 members 
Mstep: Class 30 contains 45865 members 
Mstep: Class 31 contains 15995 members 
Mstep: Class 32 contains 1227 members 
Mstep: Class 33 contains 5317 members 
Mstep: Class 34 contains 585360 members 
Mstep: Class 35 contains 3140 members 
Entering Unmasked Estep 
Score: -111971720.000000 Penalty: 123221.835938
Splitting cluster 18 changes total score from -111972664.000000 to -111971720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (39645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39645 members 
Entering Unmasked Estep 
Score: -3108621.500000 Penalty: 2625.754639
	Iteration 0F: 2 clusters Score -3108622 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19804 members 
Mstep: Class 2 contains 19841 members 
Entering Unmasked Estep 
Score: -3081794.500000 Penalty: 5251.509277
	Iteration 0F: 3 clusters Score -3081794 nChanged 18067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20327 members 
Mstep: Class 2 contains 19318 members 
Entering Unmasked Estep 
Score: -3091784.250000 Penalty: 5251.509277
	Iteration 1F: 3 clusters Score -3091784 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20784 members 
Mstep: Class 2 contains 18861 members 
Entering Unmasked Estep 
Score: -3092393.000000 Penalty: 5251.509277
	Iteration 2Q: 3 clusters Score -3092393 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21375 members 
Mstep: Class 2 contains 18270 members 
Entering Unmasked Estep 
Score: -3093040.500000 Penalty: 5251.509277
	Iteration 3Q: 3 clusters Score -3093040 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22247 members 
Mstep: Class 2 contains 17398 members 
Entering Unmasked Estep 
Score: -3093812.000000 Penalty: 5251.509277
	Iteration 4Q: 3 clusters Score -3093812 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23362 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -3094749.500000 Penalty: 5251.509277
	Iteration 5F: 3 clusters Score -3094750 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24753 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -3095870.750000 Penalty: 5251.509277
	Iteration 6F: 3 clusters Score -3095871 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26413 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -3097215.750000 Penalty: 5251.509277
	Iteration 7F: 3 clusters Score -3097216 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28228 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -3098655.000000 Penalty: 5251.509277
	Iteration 8F: 3 clusters Score -3098655 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30174 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -3100107.500000 Penalty: 5251.509277
	Iteration 9F: 3 clusters Score -3100108 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32007 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -3101438.000000 Penalty: 5251.509277
	Iteration 10F: 3 clusters Score -3101438 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33696 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -3102688.000000 Penalty: 5251.509277
	Iteration 11Q: 3 clusters Score -3102688 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35104 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -3103738.500000 Penalty: 5251.509277
	Iteration 12Q: 3 clusters Score -3103738 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36290 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -3104642.250000 Penalty: 5251.509277
	Iteration 13Q: 3 clusters Score -3104642 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37201 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -3105320.500000 Penalty: 5251.509277
	Iteration 14Q: 3 clusters Score -3105320 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37803 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -3105750.750000 Penalty: 5251.509277
	Iteration 15Q: 3 clusters Score -3105751 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38182 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -3106010.500000 Penalty: 5251.509277
	Iteration 16Q: 3 clusters Score -3106010 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38420 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -3106163.500000 Penalty: 5251.509277
	Iteration 17Q: 3 clusters Score -3106164 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38601 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -3106296.750000 Penalty: 5251.509277
	Iteration 18Q: 3 clusters Score -3106297 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38718 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -3106378.000000 Penalty: 5251.509277
	Iteration 19Q: 3 clusters Score -3106378 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38797 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -3106436.750000 Penalty: 5251.509277
	Iteration 20F: 3 clusters Score -3106437 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38851 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -3106480.750000 Penalty: 5251.509277
	Iteration 21Q: 3 clusters Score -3106481 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38882 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -3106512.250000 Penalty: 5251.509277
	Iteration 22Q: 3 clusters Score -3106512 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38901 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -3106533.000000 Penalty: 5251.509277
	Iteration 23Q: 3 clusters Score -3106533 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38919 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -3106540.250000 Penalty: 5251.509277
	Iteration 24Q: 3 clusters Score -3106540 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38937 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -3106558.000000 Penalty: 5251.509277
	Iteration 25Q: 3 clusters Score -3106558 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38950 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -3106568.000000 Penalty: 5251.509277
	Iteration 26Q: 3 clusters Score -3106568 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38958 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -3106573.250000 Penalty: 5251.509277
	Iteration 27Q: 3 clusters Score -3106573 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38967 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -3106575.000000 Penalty: 5251.509277
	Iteration 28Q: 3 clusters Score -3106575 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38975 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -3106586.750000 Penalty: 5251.509277
	Iteration 29Q: 3 clusters Score -3106587 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38983 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -3106591.500000 Penalty: 5251.509277
	Iteration 30Q: 3 clusters Score -3106592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38987 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -3106595.250000 Penalty: 5251.509277
	Iteration 31Q: 3 clusters Score -3106595 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38987 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -3106595.250000 Penalty: 5251.509277
	Iteration 32F: 3 clusters Score -3106595 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (25544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25544 members 
Entering Unmasked Estep 
Score: -2011384.625000 Penalty: 2516.743164
	Iteration 0F: 2 clusters Score -2011385 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -1993777.375000 Penalty: 5033.486328
	Iteration 0F: 3 clusters Score -1993777 nChanged 11339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -1999829.250000 Penalty: 5033.486328
	Iteration 1F: 3 clusters Score -1999829 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -2000321.750000 Penalty: 5033.486328
	Iteration 2F: 3 clusters Score -2000322 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -2000717.375000 Penalty: 5033.486328
	Iteration 3Q: 3 clusters Score -2000717 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -2001079.250000 Penalty: 5033.486328
	Iteration 4Q: 3 clusters Score -2001079 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -2001427.500000 Penalty: 5033.486328
	Iteration 5Q: 3 clusters Score -2001428 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -2001783.875000 Penalty: 5033.486328
	Iteration 6Q: 3 clusters Score -2001784 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -2002173.500000 Penalty: 5033.486328
	Iteration 7Q: 3 clusters Score -2002174 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -2002650.125000 Penalty: 5033.486328
	Iteration 8Q: 3 clusters Score -2002650 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -2003236.375000 Penalty: 5033.486328
	Iteration 9Q: 3 clusters Score -2003236 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -2003952.875000 Penalty: 5033.486328
	Iteration 10Q: 3 clusters Score -2003953 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -2004766.375000 Penalty: 5033.486328
	Iteration 11F: 3 clusters Score -2004766 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -2005512.375000 Penalty: 5033.486328
	Iteration 12Q: 3 clusters Score -2005512 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16694 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -2006167.000000 Penalty: 5033.486328
	Iteration 13Q: 3 clusters Score -2006167 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -2006588.125000 Penalty: 5033.486328
	Iteration 14Q: 3 clusters Score -2006588 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17554 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -2006890.250000 Penalty: 5033.486328
	Iteration 15Q: 3 clusters Score -2006890 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -2007090.750000 Penalty: 5033.486328
	Iteration 16Q: 3 clusters Score -2007091 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18253 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -2007236.000000 Penalty: 5033.486328
	Iteration 17Q: 3 clusters Score -2007236 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18543 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -2007342.875000 Penalty: 5033.486328
	Iteration 18Q: 3 clusters Score -2007343 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18826 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -2007445.750000 Penalty: 5033.486328
	Iteration 19Q: 3 clusters Score -2007446 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19089 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -2007538.625000 Penalty: 5033.486328
	Iteration 20F: 3 clusters Score -2007539 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19309 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -2007622.125000 Penalty: 5033.486328
	Iteration 21Q: 3 clusters Score -2007622 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19530 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -2007687.250000 Penalty: 5033.486328
	Iteration 22Q: 3 clusters Score -2007687 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19749 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -2007751.500000 Penalty: 5033.486328
	Iteration 23Q: 3 clusters Score -2007752 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19999 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -2007835.000000 Penalty: 5033.486328
	Iteration 24Q: 3 clusters Score -2007835 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20242 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -2007915.750000 Penalty: 5033.486328
	Iteration 25Q: 3 clusters Score -2007916 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20506 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -2008006.250000 Penalty: 5033.486328
	Iteration 26Q: 3 clusters Score -2008006 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20741 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -2008079.625000 Penalty: 5033.486328
	Iteration 27Q: 3 clusters Score -2008080 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20975 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -2008139.750000 Penalty: 5033.486328
	Iteration 28Q: 3 clusters Score -2008140 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21216 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -2008218.875000 Penalty: 5033.486328
	Iteration 29Q: 3 clusters Score -2008219 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21444 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -2008291.500000 Penalty: 5033.486328
	Iteration 30Q: 3 clusters Score -2008292 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21661 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -2008372.875000 Penalty: 5033.486328
	Iteration 31Q: 3 clusters Score -2008373 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21886 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -2008450.375000 Penalty: 5033.486328
	Iteration 32Q: 3 clusters Score -2008450 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22107 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -2008546.000000 Penalty: 5033.486328
	Iteration 33Q: 3 clusters Score -2008546 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22340 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -2008647.375000 Penalty: 5033.486328
	Iteration 34Q: 3 clusters Score -2008647 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22581 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -2008763.250000 Penalty: 5033.486328
	Iteration 35Q: 3 clusters Score -2008763 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22787 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -2008852.125000 Penalty: 5033.486328
	Iteration 36Q: 3 clusters Score -2008852 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22969 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -2008937.250000 Penalty: 5033.486328
	Iteration 37Q: 3 clusters Score -2008937 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23105 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -2009014.000000 Penalty: 5033.486328
	Iteration 38Q: 3 clusters Score -2009014 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23214 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -2009057.625000 Penalty: 5033.486328
	Iteration 39Q: 3 clusters Score -2009058 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23305 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -2009095.375000 Penalty: 5033.486328
	Iteration 40F: 3 clusters Score -2009095 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23403 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -2009144.500000 Penalty: 5033.486328
	Iteration 41Q: 3 clusters Score -2009144 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23509 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -2009194.625000 Penalty: 5033.486328
	Iteration 42Q: 3 clusters Score -2009195 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -2009228.375000 Penalty: 5033.486328
	Iteration 43Q: 3 clusters Score -2009228 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23705 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -2009265.750000 Penalty: 5033.486328
	Iteration 44Q: 3 clusters Score -2009266 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23791 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -2009319.875000 Penalty: 5033.486328
	Iteration 45Q: 3 clusters Score -2009320 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23866 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -2009359.750000 Penalty: 5033.486328
	Iteration 46Q: 3 clusters Score -2009360 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23939 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -2009396.125000 Penalty: 5033.486328
	Iteration 47Q: 3 clusters Score -2009396 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23995 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -2009431.500000 Penalty: 5033.486328
	Iteration 48Q: 3 clusters Score -2009432 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24061 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -2009474.250000 Penalty: 5033.486328
	Iteration 49Q: 3 clusters Score -2009474 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24116 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -2009501.500000 Penalty: 5033.486328
	Iteration 50Q: 3 clusters Score -2009502 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24153 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -2009529.875000 Penalty: 5033.486328
	Iteration 51Q: 3 clusters Score -2009530 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24190 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -2009564.250000 Penalty: 5033.486328
	Iteration 52Q: 3 clusters Score -2009564 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24230 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -2009596.500000 Penalty: 5033.486328
	Iteration 53Q: 3 clusters Score -2009596 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24277 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -2009629.250000 Penalty: 5033.486328
	Iteration 54Q: 3 clusters Score -2009629 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24301 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -2009673.000000 Penalty: 5033.486328
	Iteration 55Q: 3 clusters Score -2009673 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24324 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -2009711.125000 Penalty: 5033.486328
	Iteration 56Q: 3 clusters Score -2009711 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24347 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -2009759.875000 Penalty: 5033.486328
	Iteration 57Q: 3 clusters Score -2009760 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24374 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -2009788.875000 Penalty: 5033.486328
	Iteration 58Q: 3 clusters Score -2009789 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24397 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -2009805.500000 Penalty: 5033.486328
	Iteration 59Q: 3 clusters Score -2009806 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24414 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -2009854.500000 Penalty: 5033.486328
	Iteration 60F: 3 clusters Score -2009854 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24409 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -2009939.750000 Penalty: 5033.486328
	Iteration 61Q: 3 clusters Score -2009940 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24401 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -2010021.500000 Penalty: 5033.486328
	Iteration 62Q: 3 clusters Score -2010022 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24385 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -2010115.125000 Penalty: 5033.486328
	Iteration 63Q: 3 clusters Score -2010115 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24376 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -2010228.500000 Penalty: 5033.486328
	Iteration 64Q: 3 clusters Score -2010228 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24370 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -2010298.625000 Penalty: 5033.486328
	Iteration 65Q: 3 clusters Score -2010299 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24362 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -2010346.125000 Penalty: 5033.486328
	Iteration 66Q: 3 clusters Score -2010346 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24376 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -2010397.125000 Penalty: 5033.486328
	Iteration 67Q: 3 clusters Score -2010397 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24398 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -2010426.750000 Penalty: 5033.486328
	Iteration 68Q: 3 clusters Score -2010427 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24422 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -2010457.500000 Penalty: 5033.486328
	Iteration 69Q: 3 clusters Score -2010458 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24444 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -2010479.000000 Penalty: 5033.486328
	Iteration 70Q: 3 clusters Score -2010479 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24461 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -2010490.875000 Penalty: 5033.486328
	Iteration 71Q: 3 clusters Score -2010491 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24465 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -2010496.375000 Penalty: 5033.486328
	Iteration 72Q: 3 clusters Score -2010496 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24472 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -2010505.750000 Penalty: 5033.486328
	Iteration 73Q: 3 clusters Score -2010506 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24485 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -2010511.250000 Penalty: 5033.486328
	Iteration 74Q: 3 clusters Score -2010511 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24491 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -2010518.625000 Penalty: 5033.486328
	Iteration 75Q: 3 clusters Score -2010519 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24491 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -2010518.875000 Penalty: 5033.486328
	Iteration 76Q: 3 clusters Score -2010519 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24494 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -2010527.625000 Penalty: 5033.486328
	Iteration 77Q: 3 clusters Score -2010528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24494 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -2010530.375000 Penalty: 5033.486328
	Iteration 78Q: 3 clusters Score -2010530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24500 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -2010531.250000 Penalty: 5033.486328
	Iteration 79Q: 3 clusters Score -2010531 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24502 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -2010631.500000 Penalty: 5033.486328
	Iteration 80F: 3 clusters Score -2010632 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24465 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -2010686.250000 Penalty: 5033.486328
	Iteration 81Q: 3 clusters Score -2010686 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24448 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -2010729.875000 Penalty: 5033.486328
	Iteration 82Q: 3 clusters Score -2010730 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24457 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -2010759.750000 Penalty: 5033.486328
	Iteration 83Q: 3 clusters Score -2010760 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24476 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -2010800.250000 Penalty: 5033.486328
	Iteration 84Q: 3 clusters Score -2010800 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24497 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -2010847.000000 Penalty: 5033.486328
	Iteration 85Q: 3 clusters Score -2010847 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24510 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -2010907.125000 Penalty: 5033.486328
	Iteration 86Q: 3 clusters Score -2010907 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24521 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -2010952.000000 Penalty: 5033.486328
	Iteration 87Q: 3 clusters Score -2010952 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24532 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -2010972.875000 Penalty: 5033.486328
	Iteration 88Q: 3 clusters Score -2010973 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24536 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -2010977.250000 Penalty: 5033.486328
	Iteration 89Q: 3 clusters Score -2010977 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24530 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -2010986.000000 Penalty: 5033.486328
	Iteration 90Q: 3 clusters Score -2010986 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24530 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -2010991.500000 Penalty: 5033.486328
	Iteration 91Q: 3 clusters Score -2010992 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24527 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -2010996.875000 Penalty: 5033.486328
	Iteration 92Q: 3 clusters Score -2010997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24527 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -2010999.250000 Penalty: 5033.486328
	Iteration 93Q: 3 clusters Score -2010999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24530 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -2010997.750000 Penalty: 5033.486328
	Iteration 94Q: 3 clusters Score -2010998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24530 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -2011000.875000 Penalty: 5033.486328
	Iteration 95Q: 3 clusters Score -2011001 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24528 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -2011001.125000 Penalty: 5033.486328
	Iteration 96Q: 3 clusters Score -2011001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24527 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -2011002.500000 Penalty: 5033.486328
	Iteration 97Q: 3 clusters Score -2011002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24527 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -2011002.500000 Penalty: 5033.486328
	Iteration 98F: 3 clusters Score -2011002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Entering Unmasked Estep 
Score: -536522.250000 Penalty: 2204.274658
	Iteration 0F: 2 clusters Score -536522.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -530592.687500 Penalty: 4408.549316
	Iteration 0F: 3 clusters Score -530592.7 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -532688.125000 Penalty: 4408.549316
	Iteration 1F: 3 clusters Score -532688.1 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -533522.250000 Penalty: 4408.549316
	Iteration 2F: 3 clusters Score -533522.2 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -534257.687500 Penalty: 4408.549316
	Iteration 3F: 3 clusters Score -534257.7 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -534812.937500 Penalty: 4408.549316
	Iteration 4F: 3 clusters Score -534812.9 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -535156.812500 Penalty: 4408.549316
	Iteration 5F: 3 clusters Score -535156.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -535340.812500 Penalty: 4408.549316
	Iteration 6Q: 3 clusters Score -535340.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -535449.562500 Penalty: 4408.549316
	Iteration 7Q: 3 clusters Score -535449.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -535520.812500 Penalty: 4408.549316
	Iteration 8Q: 3 clusters Score -535520.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -535562.000000 Penalty: 4408.549316
	Iteration 9Q: 3 clusters Score -535562 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -535590.812500 Penalty: 4408.549316
	Iteration 10Q: 3 clusters Score -535590.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -535611.687500 Penalty: 4408.549316
	Iteration 11Q: 3 clusters Score -535611.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -535623.875000 Penalty: 4408.549316
	Iteration 12Q: 3 clusters Score -535623.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -535636.312500 Penalty: 4408.549316
	Iteration 13Q: 3 clusters Score -535636.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -535641.187500 Penalty: 4408.549316
	Iteration 14Q: 3 clusters Score -535641.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -535644.562500 Penalty: 4408.549316
	Iteration 15Q: 3 clusters Score -535644.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -535645.687500 Penalty: 4408.549316
	Iteration 16Q: 3 clusters Score -535645.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -535648.187500 Penalty: 4408.549316
	Iteration 17Q: 3 clusters Score -535648.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -535652.125000 Penalty: 4408.549316
	Iteration 18Q: 3 clusters Score -535652.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -535653.250000 Penalty: 4408.549316
	Iteration 19Q: 3 clusters Score -535653.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -535654.125000 Penalty: 4408.549316
	Iteration 20F: 3 clusters Score -535654.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -535657.312500 Penalty: 4408.549316
	Iteration 21Q: 3 clusters Score -535657.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -535659.312500 Penalty: 4408.549316
	Iteration 22Q: 3 clusters Score -535659.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -535662.125000 Penalty: 4408.549316
	Iteration 23Q: 3 clusters Score -535662.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -535666.437500 Penalty: 4408.549316
	Iteration 24Q: 3 clusters Score -535666.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -535670.625000 Penalty: 4408.549316
	Iteration 25Q: 3 clusters Score -535670.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -535675.437500 Penalty: 4408.549316
	Iteration 26Q: 3 clusters Score -535675.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -535681.562500 Penalty: 4408.549316
	Iteration 27Q: 3 clusters Score -535681.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -535686.500000 Penalty: 4408.549316
	Iteration 28Q: 3 clusters Score -535686.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -535690.187500 Penalty: 4408.549316
	Iteration 29Q: 3 clusters Score -535690.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -535693.250000 Penalty: 4408.549316
	Iteration 30Q: 3 clusters Score -535693.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -535696.062500 Penalty: 4408.549316
	Iteration 31Q: 3 clusters Score -535696.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -535697.312500 Penalty: 4408.549316
	Iteration 32Q: 3 clusters Score -535697.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -535700.687500 Penalty: 4408.549316
	Iteration 33Q: 3 clusters Score -535700.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -535702.625000 Penalty: 4408.549316
	Iteration 34Q: 3 clusters Score -535702.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -535704.562500 Penalty: 4408.549316
	Iteration 35Q: 3 clusters Score -535704.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -535705.875000 Penalty: 4408.549316
	Iteration 36Q: 3 clusters Score -535705.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -535708.812500 Penalty: 4408.549316
	Iteration 37Q: 3 clusters Score -535708.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -535711.437500 Penalty: 4408.549316
	Iteration 38Q: 3 clusters Score -535711.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -535712.812500 Penalty: 4408.549316
	Iteration 39Q: 3 clusters Score -535712.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -535712.625000 Penalty: 4408.549316
	Iteration 40F: 3 clusters Score -535712.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -535714.062500 Penalty: 4408.549316
	Iteration 41Q: 3 clusters Score -535714.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -535714.062500 Penalty: 4408.549316
	Iteration 42F: 3 clusters Score -535714.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Entering Unmasked Estep 
Score: -318463.062500 Penalty: 2062.563477
	Iteration 0F: 2 clusters Score -318463.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -314514.937500 Penalty: 4125.126953
	Iteration 0F: 3 clusters Score -314514.9 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -315418.875000 Penalty: 4125.126953
	Iteration 1F: 3 clusters Score -315418.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -315622.281250 Penalty: 4125.126953
	Iteration 2F: 3 clusters Score -315622.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -315733.093750 Penalty: 4125.126953
	Iteration 3Q: 3 clusters Score -315733.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -315814.156250 Penalty: 4125.126953
	Iteration 4Q: 3 clusters Score -315814.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -315886.906250 Penalty: 4125.126953
	Iteration 5Q: 3 clusters Score -315886.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -315955.093750 Penalty: 4125.126953
	Iteration 6Q: 3 clusters Score -315955.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -316014.562500 Penalty: 4125.126953
	Iteration 7Q: 3 clusters Score -316014.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -316061.593750 Penalty: 4125.126953
	Iteration 8Q: 3 clusters Score -316061.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -316098.656250 Penalty: 4125.126953
	Iteration 9Q: 3 clusters Score -316098.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -316123.218750 Penalty: 4125.126953
	Iteration 10Q: 3 clusters Score -316123.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -316149.312500 Penalty: 4125.126953
	Iteration 11Q: 3 clusters Score -316149.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -316178.781250 Penalty: 4125.126953
	Iteration 12Q: 3 clusters Score -316178.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -316198.718750 Penalty: 4125.126953
	Iteration 13Q: 3 clusters Score -316198.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -316214.937500 Penalty: 4125.126953
	Iteration 14Q: 3 clusters Score -316214.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -316230.656250 Penalty: 4125.126953
	Iteration 15Q: 3 clusters Score -316230.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -316242.281250 Penalty: 4125.126953
	Iteration 16Q: 3 clusters Score -316242.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -316259.718750 Penalty: 4125.126953
	Iteration 17Q: 3 clusters Score -316259.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -316280.062500 Penalty: 4125.126953
	Iteration 18Q: 3 clusters Score -316280.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -316297.718750 Penalty: 4125.126953
	Iteration 19Q: 3 clusters Score -316297.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -316315.125000 Penalty: 4125.126953
	Iteration 20F: 3 clusters Score -316315.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -316333.093750 Penalty: 4125.126953
	Iteration 21Q: 3 clusters Score -316333.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -316346.375000 Penalty: 4125.126953
	Iteration 22Q: 3 clusters Score -316346.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -316362.625000 Penalty: 4125.126953
	Iteration 23Q: 3 clusters Score -316362.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -316398.281250 Penalty: 4125.126953
	Iteration 24Q: 3 clusters Score -316398.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -316439.906250 Penalty: 4125.126953
	Iteration 25Q: 3 clusters Score -316439.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -316480.156250 Penalty: 4125.126953
	Iteration 26Q: 3 clusters Score -316480.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -316516.843750 Penalty: 4125.126953
	Iteration 27Q: 3 clusters Score -316516.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -316562.187500 Penalty: 4125.126953
	Iteration 28Q: 3 clusters Score -316562.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -316618.218750 Penalty: 4125.126953
	Iteration 29Q: 3 clusters Score -316618.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -316666.468750 Penalty: 4125.126953
	Iteration 30Q: 3 clusters Score -316666.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -316712.343750 Penalty: 4125.126953
	Iteration 31Q: 3 clusters Score -316712.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -316737.125000 Penalty: 4125.126953
	Iteration 32Q: 3 clusters Score -316737.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -316754.156250 Penalty: 4125.126953
	Iteration 33Q: 3 clusters Score -316754.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -316767.031250 Penalty: 4125.126953
	Iteration 34Q: 3 clusters Score -316767 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -316779.875000 Penalty: 4125.126953
	Iteration 35Q: 3 clusters Score -316779.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -316798.125000 Penalty: 4125.126953
	Iteration 36Q: 3 clusters Score -316798.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -316834.937500 Penalty: 4125.126953
	Iteration 37Q: 3 clusters Score -316834.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -316866.437500 Penalty: 4125.126953
	Iteration 38Q: 3 clusters Score -316866.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -316890.750000 Penalty: 4125.126953
	Iteration 39Q: 3 clusters Score -316890.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -316914.906250 Penalty: 4125.126953
	Iteration 40F: 3 clusters Score -316914.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -316933.031250 Penalty: 4125.126953
	Iteration 41Q: 3 clusters Score -316933 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -316948.000000 Penalty: 4125.126953
	Iteration 42Q: 3 clusters Score -316948 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -316965.500000 Penalty: 4125.126953
	Iteration 43Q: 3 clusters Score -316965.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -316975.656250 Penalty: 4125.126953
	Iteration 44Q: 3 clusters Score -316975.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -316984.718750 Penalty: 4125.126953
	Iteration 45Q: 3 clusters Score -316984.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -316989.125000 Penalty: 4125.126953
	Iteration 46Q: 3 clusters Score -316989.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -316996.187500 Penalty: 4125.126953
	Iteration 47Q: 3 clusters Score -316996.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -317001.781250 Penalty: 4125.126953
	Iteration 48Q: 3 clusters Score -317001.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -317004.250000 Penalty: 4125.126953
	Iteration 49Q: 3 clusters Score -317004.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -317007.281250 Penalty: 4125.126953
	Iteration 50Q: 3 clusters Score -317007.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -317011.156250 Penalty: 4125.126953
	Iteration 51Q: 3 clusters Score -317011.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -317012.750000 Penalty: 4125.126953
	Iteration 52Q: 3 clusters Score -317012.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -317014.906250 Penalty: 4125.126953
	Iteration 53Q: 3 clusters Score -317014.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -317016.062500 Penalty: 4125.126953
	Iteration 54Q: 3 clusters Score -317016.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -317017.218750 Penalty: 4125.126953
	Iteration 55Q: 3 clusters Score -317017.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -317017.593750 Penalty: 4125.126953
	Iteration 56Q: 3 clusters Score -317017.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -317018.500000 Penalty: 4125.126953
	Iteration 57Q: 3 clusters Score -317018.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -317019.218750 Penalty: 4125.126953
	Iteration 58Q: 3 clusters Score -317019.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -317019.875000 Penalty: 4125.126953
	Iteration 59Q: 3 clusters Score -317019.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -317019.875000 Penalty: 4125.126953
	Iteration 60F: 3 clusters Score -317019.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (66044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66044 members 
Entering Unmasked Estep 
Score: -5378867.500000 Penalty: 2752.322998
	Iteration 0F: 2 clusters Score -5378868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33166 members 
Mstep: Class 2 contains 32878 members 
Entering Unmasked Estep 
Score: -5334705.000000 Penalty: 5504.645996
	Iteration 0F: 3 clusters Score -5334705 nChanged 30774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35044 members 
Mstep: Class 2 contains 31000 members 
Entering Unmasked Estep 
Score: -5351899.500000 Penalty: 5504.645996
	Iteration 1F: 3 clusters Score -5351900 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36432 members 
Mstep: Class 2 contains 29612 members 
Entering Unmasked Estep 
Score: -5352815.500000 Penalty: 5504.645996
	Iteration 2Q: 3 clusters Score -5352816 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38545 members 
Mstep: Class 2 contains 27499 members 
Entering Unmasked Estep 
Score: -5354213.500000 Penalty: 5504.645996
	Iteration 3Q: 3 clusters Score -5354214 nChanged 3997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41540 members 
Mstep: Class 2 contains 24504 members 
Entering Unmasked Estep 
Score: -5356606.000000 Penalty: 5504.645996
	Iteration 4F: 3 clusters Score -5356606 nChanged 4912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45422 members 
Mstep: Class 2 contains 20622 members 
Entering Unmasked Estep 
Score: -5360170.000000 Penalty: 5504.645996
	Iteration 5F: 3 clusters Score -5360170 nChanged 5322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49778 members 
Mstep: Class 2 contains 16266 members 
Entering Unmasked Estep 
Score: -5364485.500000 Penalty: 5504.645996
	Iteration 6F: 3 clusters Score -5364486 nChanged 4845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53847 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -5368597.000000 Penalty: 5504.645996
	Iteration 7F: 3 clusters Score -5368597 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57005 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -5371427.500000 Penalty: 5504.645996
	Iteration 8F: 3 clusters Score -5371428 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59193 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -5373331.500000 Penalty: 5504.645996
	Iteration 9Q: 3 clusters Score -5373332 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60725 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -5374698.500000 Penalty: 5504.645996
	Iteration 10Q: 3 clusters Score -5374698 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61691 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -5375592.000000 Penalty: 5504.645996
	Iteration 11Q: 3 clusters Score -5375592 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62293 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -5376191.500000 Penalty: 5504.645996
	Iteration 12Q: 3 clusters Score -5376192 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62622 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -5376474.500000 Penalty: 5504.645996
	Iteration 13Q: 3 clusters Score -5376474 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62837 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -5376575.000000 Penalty: 5504.645996
	Iteration 14Q: 3 clusters Score -5376575 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62994 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -5376637.000000 Penalty: 5504.645996
	Iteration 15Q: 3 clusters Score -5376637 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63116 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -5376688.000000 Penalty: 5504.645996
	Iteration 16Q: 3 clusters Score -5376688 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63221 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -5376721.000000 Penalty: 5504.645996
	Iteration 17Q: 3 clusters Score -5376721 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63298 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -5376743.000000 Penalty: 5504.645996
	Iteration 18Q: 3 clusters Score -5376743 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63379 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -5376773.000000 Penalty: 5504.645996
	Iteration 19Q: 3 clusters Score -5376773 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63439 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -5376790.000000 Penalty: 5504.645996
	Iteration 20F: 3 clusters Score -5376790 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63495 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -5376804.500000 Penalty: 5504.645996
	Iteration 21Q: 3 clusters Score -5376804 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63547 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -5376809.500000 Penalty: 5504.645996
	Iteration 22Q: 3 clusters Score -5376810 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63590 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -5376804.500000 Penalty: 5504.645996
	Iteration 23Q: 3 clusters Score -5376804 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63631 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -5376810.500000 Penalty: 5504.645996
	Iteration 24Q: 3 clusters Score -5376810 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63668 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -5376821.500000 Penalty: 5504.645996
	Iteration 25Q: 3 clusters Score -5376822 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63699 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -5376824.500000 Penalty: 5504.645996
	Iteration 26Q: 3 clusters Score -5376824 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63731 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -5376833.000000 Penalty: 5504.645996
	Iteration 27Q: 3 clusters Score -5376833 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63766 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -5376840.000000 Penalty: 5504.645996
	Iteration 28Q: 3 clusters Score -5376840 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63801 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -5376851.000000 Penalty: 5504.645996
	Iteration 29Q: 3 clusters Score -5376851 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63828 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -5376860.500000 Penalty: 5504.645996
	Iteration 30Q: 3 clusters Score -5376860 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63849 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -5376869.000000 Penalty: 5504.645996
	Iteration 31Q: 3 clusters Score -5376869 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63863 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -5376865.500000 Penalty: 5504.645996
	Iteration 32Q: 3 clusters Score -5376866 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63880 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -5376860.000000 Penalty: 5504.645996
	Iteration 33Q: 3 clusters Score -5376860 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63891 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -5376863.000000 Penalty: 5504.645996
	Iteration 34Q: 3 clusters Score -5376863 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63899 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -5376866.500000 Penalty: 5504.645996
	Iteration 35Q: 3 clusters Score -5376866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63904 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -5376864.000000 Penalty: 5504.645996
	Iteration 36Q: 3 clusters Score -5376864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63908 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -5376869.500000 Penalty: 5504.645996
	Iteration 37Q: 3 clusters Score -5376870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63912 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -5376872.500000 Penalty: 5504.645996
	Iteration 38Q: 3 clusters Score -5376872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63917 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -5376877.000000 Penalty: 5504.645996
	Iteration 39Q: 3 clusters Score -5376877 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63924 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -5376874.500000 Penalty: 5504.645996
	Iteration 40F: 3 clusters Score -5376874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63927 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -5376875.500000 Penalty: 5504.645996
	Iteration 41Q: 3 clusters Score -5376876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63931 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -5376876.500000 Penalty: 5504.645996
	Iteration 42Q: 3 clusters Score -5376876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63935 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -5376868.000000 Penalty: 5504.645996
	Iteration 43Q: 3 clusters Score -5376868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63940 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -5376867.500000 Penalty: 5504.645996
	Iteration 44Q: 3 clusters Score -5376868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63948 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -5376883.500000 Penalty: 5504.645996
	Iteration 45Q: 3 clusters Score -5376884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63953 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -5376879.500000 Penalty: 5504.645996
	Iteration 46Q: 3 clusters Score -5376880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63958 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -5376874.500000 Penalty: 5504.645996
	Iteration 47Q: 3 clusters Score -5376874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63963 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -5376880.500000 Penalty: 5504.645996
	Iteration 48Q: 3 clusters Score -5376880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63967 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -5376882.000000 Penalty: 5504.645996
	Iteration 49Q: 3 clusters Score -5376882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63971 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -5376886.500000 Penalty: 5504.645996
	Iteration 50Q: 3 clusters Score -5376886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63975 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -5376879.000000 Penalty: 5504.645996
	Iteration 51Q: 3 clusters Score -5376879 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63981 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -5376880.500000 Penalty: 5504.645996
	Iteration 52Q: 3 clusters Score -5376880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63983 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -5376883.000000 Penalty: 5504.645996
	Iteration 53Q: 3 clusters Score -5376883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63985 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -5376880.000000 Penalty: 5504.645996
	Iteration 54Q: 3 clusters Score -5376880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63986 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -5376886.000000 Penalty: 5504.645996
	Iteration 55Q: 3 clusters Score -5376886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63988 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -5376884.000000 Penalty: 5504.645996
	Iteration 56Q: 3 clusters Score -5376884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63991 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -5376882.000000 Penalty: 5504.645996
	Iteration 57Q: 3 clusters Score -5376882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63994 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -5376882.500000 Penalty: 5504.645996
	Iteration 58Q: 3 clusters Score -5376882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63996 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -5376889.000000 Penalty: 5504.645996
	Iteration 59Q: 3 clusters Score -5376889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63997 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -5376886.500000 Penalty: 5504.645996
	Iteration 60F: 3 clusters Score -5376886 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Entering Unmasked Estep 
Score: -288438.031250 Penalty: 2084.586670
	Iteration 0F: 2 clusters Score -288438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -284278.375000 Penalty: 4169.173340
	Iteration 0F: 3 clusters Score -284278.4 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -285374.218750 Penalty: 4169.173340
	Iteration 1F: 3 clusters Score -285374.2 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -285676.093750 Penalty: 4169.173340
	Iteration 2F: 3 clusters Score -285676.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -285889.250000 Penalty: 4169.173340
	Iteration 3F: 3 clusters Score -285889.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -286122.562500 Penalty: 4169.173340
	Iteration 4F: 3 clusters Score -286122.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -286367.937500 Penalty: 4169.173340
	Iteration 5F: 3 clusters Score -286367.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -286564.406250 Penalty: 4169.173340
	Iteration 6Q: 3 clusters Score -286564.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -286771.312500 Penalty: 4169.173340
	Iteration 7Q: 3 clusters Score -286771.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -286976.593750 Penalty: 4169.173340
	Iteration 8Q: 3 clusters Score -286976.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -287138.281250 Penalty: 4169.173340
	Iteration 9Q: 3 clusters Score -287138.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -287267.937500 Penalty: 4169.173340
	Iteration 10Q: 3 clusters Score -287267.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -287368.343750 Penalty: 4169.173340
	Iteration 11Q: 3 clusters Score -287368.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -287453.843750 Penalty: 4169.173340
	Iteration 12Q: 3 clusters Score -287453.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -287546.656250 Penalty: 4169.173340
	Iteration 13Q: 3 clusters Score -287546.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -287621.562500 Penalty: 4169.173340
	Iteration 14Q: 3 clusters Score -287621.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -287679.218750 Penalty: 4169.173340
	Iteration 15Q: 3 clusters Score -287679.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -287733.468750 Penalty: 4169.173340
	Iteration 16Q: 3 clusters Score -287733.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -287782.250000 Penalty: 4169.173340
	Iteration 17Q: 3 clusters Score -287782.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -287822.187500 Penalty: 4169.173340
	Iteration 18Q: 3 clusters Score -287822.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -287853.812500 Penalty: 4169.173340
	Iteration 19Q: 3 clusters Score -287853.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -287887.812500 Penalty: 4169.173340
	Iteration 20F: 3 clusters Score -287887.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -287919.781250 Penalty: 4169.173340
	Iteration 21Q: 3 clusters Score -287919.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -287956.031250 Penalty: 4169.173340
	Iteration 22Q: 3 clusters Score -287956 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -287999.843750 Penalty: 4169.173340
	Iteration 23Q: 3 clusters Score -287999.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -288030.281250 Penalty: 4169.173340
	Iteration 24Q: 3 clusters Score -288030.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -288049.625000 Penalty: 4169.173340
	Iteration 25Q: 3 clusters Score -288049.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -288064.937500 Penalty: 4169.173340
	Iteration 26Q: 3 clusters Score -288064.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -288076.718750 Penalty: 4169.173340
	Iteration 27Q: 3 clusters Score -288076.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -288095.312500 Penalty: 4169.173340
	Iteration 28Q: 3 clusters Score -288095.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -288120.093750 Penalty: 4169.173340
	Iteration 29Q: 3 clusters Score -288120.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -288133.968750 Penalty: 4169.173340
	Iteration 30Q: 3 clusters Score -288134 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -288142.875000 Penalty: 4169.173340
	Iteration 31Q: 3 clusters Score -288142.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -288149.187500 Penalty: 4169.173340
	Iteration 32Q: 3 clusters Score -288149.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -288152.218750 Penalty: 4169.173340
	Iteration 33Q: 3 clusters Score -288152.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -288153.250000 Penalty: 4169.173340
	Iteration 34Q: 3 clusters Score -288153.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -288154.750000 Penalty: 4169.173340
	Iteration 35Q: 3 clusters Score -288154.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -288154.968750 Penalty: 4169.173340
	Iteration 36Q: 3 clusters Score -288155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -288155.250000 Penalty: 4169.173340
	Iteration 37Q: 3 clusters Score -288155.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -288157.406250 Penalty: 4169.173340
	Iteration 38Q: 3 clusters Score -288157.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -288159.500000 Penalty: 4169.173340
	Iteration 39Q: 3 clusters Score -288159.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -288162.468750 Penalty: 4169.173340
	Iteration 40F: 3 clusters Score -288162.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -288162.781250 Penalty: 4169.173340
	Iteration 41Q: 3 clusters Score -288162.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -288162.781250 Penalty: 4169.173340
	Iteration 42F: 3 clusters Score -288162.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Entering Unmasked Estep 
Score: -405298.187500 Penalty: 2119.449951
	Iteration 0F: 2 clusters Score -405298.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -400700.031250 Penalty: 4238.899902
	Iteration 0F: 3 clusters Score -400700 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -401812.843750 Penalty: 4238.899902
	Iteration 1F: 3 clusters Score -401812.8 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -402038.781250 Penalty: 4238.899902
	Iteration 2F: 3 clusters Score -402038.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -402199.625000 Penalty: 4238.899902
	Iteration 3F: 3 clusters Score -402199.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -402347.250000 Penalty: 4238.899902
	Iteration 4Q: 3 clusters Score -402347.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -402469.968750 Penalty: 4238.899902
	Iteration 5Q: 3 clusters Score -402470 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -402581.625000 Penalty: 4238.899902
	Iteration 6Q: 3 clusters Score -402581.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -402706.125000 Penalty: 4238.899902
	Iteration 7Q: 3 clusters Score -402706.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -402837.093750 Penalty: 4238.899902
	Iteration 8Q: 3 clusters Score -402837.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -402941.250000 Penalty: 4238.899902
	Iteration 9Q: 3 clusters Score -402941.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -403053.937500 Penalty: 4238.899902
	Iteration 10Q: 3 clusters Score -403053.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -403148.906250 Penalty: 4238.899902
	Iteration 11Q: 3 clusters Score -403148.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -403215.968750 Penalty: 4238.899902
	Iteration 12Q: 3 clusters Score -403216 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -403278.656250 Penalty: 4238.899902
	Iteration 13Q: 3 clusters Score -403278.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -403343.562500 Penalty: 4238.899902
	Iteration 14Q: 3 clusters Score -403343.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -403386.875000 Penalty: 4238.899902
	Iteration 15Q: 3 clusters Score -403386.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -403416.500000 Penalty: 4238.899902
	Iteration 16Q: 3 clusters Score -403416.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -403444.312500 Penalty: 4238.899902
	Iteration 17Q: 3 clusters Score -403444.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -403464.937500 Penalty: 4238.899902
	Iteration 18Q: 3 clusters Score -403464.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -403484.250000 Penalty: 4238.899902
	Iteration 19Q: 3 clusters Score -403484.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -403501.625000 Penalty: 4238.899902
	Iteration 20F: 3 clusters Score -403501.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -403513.750000 Penalty: 4238.899902
	Iteration 21Q: 3 clusters Score -403513.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -403518.093750 Penalty: 4238.899902
	Iteration 22Q: 3 clusters Score -403518.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -403525.875000 Penalty: 4238.899902
	Iteration 23Q: 3 clusters Score -403525.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -403526.968750 Penalty: 4238.899902
	Iteration 24Q: 3 clusters Score -403527 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -403530.312500 Penalty: 4238.899902
	Iteration 25Q: 3 clusters Score -403530.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -403532.093750 Penalty: 4238.899902
	Iteration 26Q: 3 clusters Score -403532.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -403535.500000 Penalty: 4238.899902
	Iteration 27Q: 3 clusters Score -403535.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -403539.843750 Penalty: 4238.899902
	Iteration 28Q: 3 clusters Score -403539.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -403545.375000 Penalty: 4238.899902
	Iteration 29Q: 3 clusters Score -403545.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -403549.781250 Penalty: 4238.899902
	Iteration 30Q: 3 clusters Score -403549.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -403551.437500 Penalty: 4238.899902
	Iteration 31Q: 3 clusters Score -403551.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -403551.437500 Penalty: 4238.899902
	Iteration 32F: 3 clusters Score -403551.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (64569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64569 members 
Entering Unmasked Estep 
Score: -4950709.500000 Penalty: 2746.721436
	Iteration 0F: 2 clusters Score -4950710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32120 members 
Mstep: Class 2 contains 32449 members 
Entering Unmasked Estep 
Score: -4907595.500000 Penalty: 5493.442871
	Iteration 0F: 3 clusters Score -4907596 nChanged 29943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31143 members 
Mstep: Class 2 contains 33426 members 
Entering Unmasked Estep 
Score: -4924402.500000 Penalty: 5493.442871
	Iteration 1F: 3 clusters Score -4924402 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30341 members 
Mstep: Class 2 contains 34228 members 
Entering Unmasked Estep 
Score: -4925422.500000 Penalty: 5493.442871
	Iteration 2Q: 3 clusters Score -4925422 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29197 members 
Mstep: Class 2 contains 35372 members 
Entering Unmasked Estep 
Score: -4926624.000000 Penalty: 5493.442871
	Iteration 3Q: 3 clusters Score -4926624 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27510 members 
Mstep: Class 2 contains 37059 members 
Entering Unmasked Estep 
Score: -4928240.000000 Penalty: 5493.442871
	Iteration 4F: 3 clusters Score -4928240 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25215 members 
Mstep: Class 2 contains 39354 members 
Entering Unmasked Estep 
Score: -4930674.000000 Penalty: 5493.442871
	Iteration 5F: 3 clusters Score -4930674 nChanged 4369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22314 members 
Mstep: Class 2 contains 42255 members 
Entering Unmasked Estep 
Score: -4934017.000000 Penalty: 5493.442871
	Iteration 6F: 3 clusters Score -4934017 nChanged 4511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19241 members 
Mstep: Class 2 contains 45328 members 
Entering Unmasked Estep 
Score: -4937966.500000 Penalty: 5493.442871
	Iteration 7F: 3 clusters Score -4937966 nChanged 4011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 47957 members 
Entering Unmasked Estep 
Score: -4941524.500000 Penalty: 5493.442871
	Iteration 8F: 3 clusters Score -4941524 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 49930 members 
Entering Unmasked Estep 
Score: -4943828.000000 Penalty: 5493.442871
	Iteration 9Q: 3 clusters Score -4943828 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 51251 members 
Entering Unmasked Estep 
Score: -4945026.000000 Penalty: 5493.442871
	Iteration 10Q: 3 clusters Score -4945026 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 52306 members 
Entering Unmasked Estep 
Score: -4945780.500000 Penalty: 5493.442871
	Iteration 11Q: 3 clusters Score -4945780 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 53248 members 
Entering Unmasked Estep 
Score: -4946310.000000 Penalty: 5493.442871
	Iteration 12Q: 3 clusters Score -4946310 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 54069 members 
Entering Unmasked Estep 
Score: -4946736.000000 Penalty: 5493.442871
	Iteration 13Q: 3 clusters Score -4946736 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 54775 members 
Entering Unmasked Estep 
Score: -4947085.500000 Penalty: 5493.442871
	Iteration 14Q: 3 clusters Score -4947086 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 55376 members 
Entering Unmasked Estep 
Score: -4947343.000000 Penalty: 5493.442871
	Iteration 15Q: 3 clusters Score -4947343 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 55919 members 
Entering Unmasked Estep 
Score: -4947616.000000 Penalty: 5493.442871
	Iteration 16Q: 3 clusters Score -4947616 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 56459 members 
Entering Unmasked Estep 
Score: -4947853.500000 Penalty: 5493.442871
	Iteration 17Q: 3 clusters Score -4947854 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 56919 members 
Entering Unmasked Estep 
Score: -4948054.000000 Penalty: 5493.442871
	Iteration 18Q: 3 clusters Score -4948054 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 57278 members 
Entering Unmasked Estep 
Score: -4948189.500000 Penalty: 5493.442871
	Iteration 19Q: 3 clusters Score -4948190 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 57610 members 
Entering Unmasked Estep 
Score: -4948310.000000 Penalty: 5493.442871
	Iteration 20F: 3 clusters Score -4948310 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 57907 members 
Entering Unmasked Estep 
Score: -4948408.500000 Penalty: 5493.442871
	Iteration 21Q: 3 clusters Score -4948408 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 58189 members 
Entering Unmasked Estep 
Score: -4948472.000000 Penalty: 5493.442871
	Iteration 22Q: 3 clusters Score -4948472 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 58423 members 
Entering Unmasked Estep 
Score: -4948502.500000 Penalty: 5493.442871
	Iteration 23Q: 3 clusters Score -4948502 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 58609 members 
Entering Unmasked Estep 
Score: -4948534.500000 Penalty: 5493.442871
	Iteration 24Q: 3 clusters Score -4948534 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 58772 members 
Entering Unmasked Estep 
Score: -4948579.500000 Penalty: 5493.442871
	Iteration 25Q: 3 clusters Score -4948580 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 58904 members 
Entering Unmasked Estep 
Score: -4948584.500000 Penalty: 5493.442871
	Iteration 26Q: 3 clusters Score -4948584 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 59033 members 
Entering Unmasked Estep 
Score: -4948627.000000 Penalty: 5493.442871
	Iteration 27Q: 3 clusters Score -4948627 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 59150 members 
Entering Unmasked Estep 
Score: -4948635.500000 Penalty: 5493.442871
	Iteration 28Q: 3 clusters Score -4948636 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 59269 members 
Entering Unmasked Estep 
Score: -4948679.000000 Penalty: 5493.442871
	Iteration 29Q: 3 clusters Score -4948679 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 59382 members 
Entering Unmasked Estep 
Score: -4948678.000000 Penalty: 5493.442871
	Iteration 30Q: 3 clusters Score -4948678 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 59481 members 
Entering Unmasked Estep 
Score: -4948698.500000 Penalty: 5493.442871
	Iteration 31Q: 3 clusters Score -4948698 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 59573 members 
Entering Unmasked Estep 
Score: -4948717.500000 Penalty: 5493.442871
	Iteration 32Q: 3 clusters Score -4948718 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 59664 members 
Entering Unmasked Estep 
Score: -4948715.500000 Penalty: 5493.442871
	Iteration 33Q: 3 clusters Score -4948716 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 59741 members 
Entering Unmasked Estep 
Score: -4948736.500000 Penalty: 5493.442871
	Iteration 34Q: 3 clusters Score -4948736 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 59814 members 
Entering Unmasked Estep 
Score: -4948736.000000 Penalty: 5493.442871
	Iteration 35Q: 3 clusters Score -4948736 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 59869 members 
Entering Unmasked Estep 
Score: -4948743.000000 Penalty: 5493.442871
	Iteration 36Q: 3 clusters Score -4948743 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 59912 members 
Entering Unmasked Estep 
Score: -4948754.000000 Penalty: 5493.442871
	Iteration 37Q: 3 clusters Score -4948754 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 59943 members 
Entering Unmasked Estep 
Score: -4948763.000000 Penalty: 5493.442871
	Iteration 38Q: 3 clusters Score -4948763 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 59966 members 
Entering Unmasked Estep 
Score: -4948765.500000 Penalty: 5493.442871
	Iteration 39Q: 3 clusters Score -4948766 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 59984 members 
Entering Unmasked Estep 
Score: -4948771.500000 Penalty: 5493.442871
	Iteration 40F: 3 clusters Score -4948772 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 59995 members 
Entering Unmasked Estep 
Score: -4948776.000000 Penalty: 5493.442871
	Iteration 41Q: 3 clusters Score -4948776 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 60003 members 
Entering Unmasked Estep 
Score: -4948775.000000 Penalty: 5493.442871
	Iteration 42Q: 3 clusters Score -4948775 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 60008 members 
Entering Unmasked Estep 
Score: -4948774.000000 Penalty: 5493.442871
	Iteration 43Q: 3 clusters Score -4948774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 60017 members 
Entering Unmasked Estep 
Score: -4948768.500000 Penalty: 5493.442871
	Iteration 44Q: 3 clusters Score -4948768 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 60030 members 
Entering Unmasked Estep 
Score: -4948772.500000 Penalty: 5493.442871
	Iteration 45Q: 3 clusters Score -4948772 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 60045 members 
Entering Unmasked Estep 
Score: -4948770.000000 Penalty: 5493.442871
	Iteration 46Q: 3 clusters Score -4948770 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 60058 members 
Entering Unmasked Estep 
Score: -4948770.500000 Penalty: 5493.442871
	Iteration 47Q: 3 clusters Score -4948770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 60066 members 
Entering Unmasked Estep 
Score: -4948774.500000 Penalty: 5493.442871
	Iteration 48Q: 3 clusters Score -4948774 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 60074 members 
Entering Unmasked Estep 
Score: -4948777.000000 Penalty: 5493.442871
	Iteration 49Q: 3 clusters Score -4948777 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 60081 members 
Entering Unmasked Estep 
Score: -4948771.500000 Penalty: 5493.442871
	Iteration 50Q: 3 clusters Score -4948772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 60090 members 
Entering Unmasked Estep 
Score: -4948780.500000 Penalty: 5493.442871
	Iteration 51Q: 3 clusters Score -4948780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 60098 members 
Entering Unmasked Estep 
Score: -4948773.000000 Penalty: 5493.442871
	Iteration 52Q: 3 clusters Score -4948773 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 60107 members 
Entering Unmasked Estep 
Score: -4948778.500000 Penalty: 5493.442871
	Iteration 53Q: 3 clusters Score -4948778 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 60119 members 
Entering Unmasked Estep 
Score: -4948774.000000 Penalty: 5493.442871
	Iteration 54Q: 3 clusters Score -4948774 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 60130 members 
Entering Unmasked Estep 
Score: -4948773.500000 Penalty: 5493.442871
	Iteration 55Q: 3 clusters Score -4948774 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 60142 members 
Entering Unmasked Estep 
Score: -4948775.000000 Penalty: 5493.442871
	Iteration 56Q: 3 clusters Score -4948775 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 60157 members 
Entering Unmasked Estep 
Score: -4948778.000000 Penalty: 5493.442871
	Iteration 57Q: 3 clusters Score -4948778 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 60174 members 
Entering Unmasked Estep 
Score: -4948777.500000 Penalty: 5493.442871
	Iteration 58Q: 3 clusters Score -4948778 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 60184 members 
Entering Unmasked Estep 
Score: -4948778.000000 Penalty: 5493.442871
	Iteration 59Q: 3 clusters Score -4948778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 60194 members 
Entering Unmasked Estep 
Score: -4948775.500000 Penalty: 5493.442871
	Iteration 60F: 3 clusters Score -4948776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 60200 members 
Entering Unmasked Estep 
Score: -4948784.000000 Penalty: 5493.442871
	Iteration 61Q: 3 clusters Score -4948784 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 60210 members 
Entering Unmasked Estep 
Score: -4948787.000000 Penalty: 5493.442871
	Iteration 62Q: 3 clusters Score -4948787 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 60222 members 
Entering Unmasked Estep 
Score: -4948792.500000 Penalty: 5493.442871
	Iteration 63Q: 3 clusters Score -4948792 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 60232 members 
Entering Unmasked Estep 
Score: -4948791.500000 Penalty: 5493.442871
	Iteration 64Q: 3 clusters Score -4948792 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 60246 members 
Entering Unmasked Estep 
Score: -4948793.000000 Penalty: 5493.442871
	Iteration 65Q: 3 clusters Score -4948793 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 60257 members 
Entering Unmasked Estep 
Score: -4948796.500000 Penalty: 5493.442871
	Iteration 66Q: 3 clusters Score -4948796 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 60266 members 
Entering Unmasked Estep 
Score: -4948791.500000 Penalty: 5493.442871
	Iteration 67Q: 3 clusters Score -4948792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 60272 members 
Entering Unmasked Estep 
Score: -4948792.000000 Penalty: 5493.442871
	Iteration 68Q: 3 clusters Score -4948792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 60277 members 
Entering Unmasked Estep 
Score: -4948788.000000 Penalty: 5493.442871
	Iteration 69Q: 3 clusters Score -4948788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 60283 members 
Entering Unmasked Estep 
Score: -4948792.000000 Penalty: 5493.442871
	Iteration 70Q: 3 clusters Score -4948792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 60285 members 
Entering Unmasked Estep 
Score: -4948788.500000 Penalty: 5493.442871
	Iteration 71Q: 3 clusters Score -4948788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 60289 members 
Entering Unmasked Estep 
Score: -4948794.500000 Penalty: 5493.442871
	Iteration 72Q: 3 clusters Score -4948794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 60293 members 
Entering Unmasked Estep 
Score: -4948797.000000 Penalty: 5493.442871
	Iteration 73Q: 3 clusters Score -4948797 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 60298 members 
Entering Unmasked Estep 
Score: -4948798.500000 Penalty: 5493.442871
	Iteration 74Q: 3 clusters Score -4948798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 60302 members 
Entering Unmasked Estep 
Score: -4948799.500000 Penalty: 5493.442871
	Iteration 75Q: 3 clusters Score -4948800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 60304 members 
Entering Unmasked Estep 
Score: -4948801.000000 Penalty: 5493.442871
	Iteration 76Q: 3 clusters Score -4948801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 60305 members 
Entering Unmasked Estep 
Score: -4948800.000000 Penalty: 5493.442871
	Iteration 77Q: 3 clusters Score -4948800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 60307 members 
Entering Unmasked Estep 
Score: -4948798.000000 Penalty: 5493.442871
	Iteration 78Q: 3 clusters Score -4948798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 60307 members 
Entering Unmasked Estep 
Score: -4948798.000000 Penalty: 5493.442871
	Iteration 79F: 3 clusters Score -4948798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Entering Unmasked Estep 
Score: -332937.531250 Penalty: 2086.684814
	Iteration 0F: 2 clusters Score -332937.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -328808.968750 Penalty: 4173.369629
	Iteration 0F: 3 clusters Score -328809 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -329829.000000 Penalty: 4173.369629
	Iteration 1F: 3 clusters Score -329829 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -330101.656250 Penalty: 4173.369629
	Iteration 2F: 3 clusters Score -330101.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -330310.156250 Penalty: 4173.369629
	Iteration 3F: 3 clusters Score -330310.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -330511.937500 Penalty: 4173.369629
	Iteration 4F: 3 clusters Score -330511.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -330681.031250 Penalty: 4173.369629
	Iteration 5Q: 3 clusters Score -330681 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -330848.562500 Penalty: 4173.369629
	Iteration 6Q: 3 clusters Score -330848.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -330989.812500 Penalty: 4173.369629
	Iteration 7Q: 3 clusters Score -330989.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -331119.875000 Penalty: 4173.369629
	Iteration 8Q: 3 clusters Score -331119.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -331233.593750 Penalty: 4173.369629
	Iteration 9Q: 3 clusters Score -331233.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -331330.718750 Penalty: 4173.369629
	Iteration 10Q: 3 clusters Score -331330.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -331413.843750 Penalty: 4173.369629
	Iteration 11Q: 3 clusters Score -331413.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -331486.187500 Penalty: 4173.369629
	Iteration 12Q: 3 clusters Score -331486.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -331542.718750 Penalty: 4173.369629
	Iteration 13Q: 3 clusters Score -331542.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -331597.656250 Penalty: 4173.369629
	Iteration 14Q: 3 clusters Score -331597.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -331652.125000 Penalty: 4173.369629
	Iteration 15Q: 3 clusters Score -331652.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -331687.625000 Penalty: 4173.369629
	Iteration 16Q: 3 clusters Score -331687.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -331710.500000 Penalty: 4173.369629
	Iteration 17Q: 3 clusters Score -331710.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -331726.562500 Penalty: 4173.369629
	Iteration 18Q: 3 clusters Score -331726.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -331742.656250 Penalty: 4173.369629
	Iteration 19Q: 3 clusters Score -331742.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -331761.468750 Penalty: 4173.369629
	Iteration 20F: 3 clusters Score -331761.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -331779.593750 Penalty: 4173.369629
	Iteration 21Q: 3 clusters Score -331779.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -331788.375000 Penalty: 4173.369629
	Iteration 22Q: 3 clusters Score -331788.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -331796.093750 Penalty: 4173.369629
	Iteration 23Q: 3 clusters Score -331796.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -331801.812500 Penalty: 4173.369629
	Iteration 24Q: 3 clusters Score -331801.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -331806.375000 Penalty: 4173.369629
	Iteration 25Q: 3 clusters Score -331806.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -331812.406250 Penalty: 4173.369629
	Iteration 26Q: 3 clusters Score -331812.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -331818.968750 Penalty: 4173.369629
	Iteration 27Q: 3 clusters Score -331819 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -331823.343750 Penalty: 4173.369629
	Iteration 28Q: 3 clusters Score -331823.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -331828.062500 Penalty: 4173.369629
	Iteration 29Q: 3 clusters Score -331828.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -331829.875000 Penalty: 4173.369629
	Iteration 30Q: 3 clusters Score -331829.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -331830.531250 Penalty: 4173.369629
	Iteration 31Q: 3 clusters Score -331830.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -331831.750000 Penalty: 4173.369629
	Iteration 32Q: 3 clusters Score -331831.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -331833.156250 Penalty: 4173.369629
	Iteration 33Q: 3 clusters Score -331833.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -331832.312500 Penalty: 4173.369629
	Iteration 34Q: 3 clusters Score -331832.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -331832.312500 Penalty: 4173.369629
	Iteration 35F: 3 clusters Score -331832.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (122260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122260 members 
Entering Unmasked Estep 
Score: -9748250.000000 Penalty: 2905.048584
	Iteration 0F: 2 clusters Score -9748250 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60968 members 
Mstep: Class 2 contains 61292 members 
Entering Unmasked Estep 
Score: -9666445.000000 Penalty: 5810.097168
	Iteration 0F: 3 clusters Score -9666445 nChanged 58153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59065 members 
Mstep: Class 2 contains 63195 members 
Entering Unmasked Estep 
Score: -9700024.000000 Penalty: 5810.097168
	Iteration 1F: 3 clusters Score -9700024 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57898 members 
Mstep: Class 2 contains 64362 members 
Entering Unmasked Estep 
Score: -9700950.000000 Penalty: 5810.097168
	Iteration 2Q: 3 clusters Score -9700950 nChanged 4189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56089 members 
Mstep: Class 2 contains 66171 members 
Entering Unmasked Estep 
Score: -9702176.000000 Penalty: 5810.097168
	Iteration 3Q: 3 clusters Score -9702176 nChanged 4862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53293 members 
Mstep: Class 2 contains 68967 members 
Entering Unmasked Estep 
Score: -9703909.000000 Penalty: 5810.097168
	Iteration 4Q: 3 clusters Score -9703909 nChanged 5928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49225 members 
Mstep: Class 2 contains 73035 members 
Entering Unmasked Estep 
Score: -9706624.000000 Penalty: 5810.097168
	Iteration 5Q: 3 clusters Score -9706624 nChanged 7309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43526 members 
Mstep: Class 2 contains 78734 members 
Entering Unmasked Estep 
Score: -9711035.000000 Penalty: 5810.097168
	Iteration 6F: 3 clusters Score -9711035 nChanged 8375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36535 members 
Mstep: Class 2 contains 85725 members 
Entering Unmasked Estep 
Score: -9717304.000000 Penalty: 5810.097168
	Iteration 7F: 3 clusters Score -9717304 nChanged 8309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29364 members 
Mstep: Class 2 contains 92896 members 
Entering Unmasked Estep 
Score: -9724406.000000 Penalty: 5810.097168
	Iteration 8F: 3 clusters Score -9724406 nChanged 6957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23423 members 
Mstep: Class 2 contains 98837 members 
Entering Unmasked Estep 
Score: -9730593.000000 Penalty: 5810.097168
	Iteration 9F: 3 clusters Score -9730593 nChanged 5168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19165 members 
Mstep: Class 2 contains 103095 members 
Entering Unmasked Estep 
Score: -9735193.000000 Penalty: 5810.097168
	Iteration 10Q: 3 clusters Score -9735193 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16176 members 
Mstep: Class 2 contains 106084 members 
Entering Unmasked Estep 
Score: -9738035.000000 Penalty: 5810.097168
	Iteration 11Q: 3 clusters Score -9738035 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 108409 members 
Entering Unmasked Estep 
Score: -9739966.000000 Penalty: 5810.097168
	Iteration 12Q: 3 clusters Score -9739966 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 110213 members 
Entering Unmasked Estep 
Score: -9741254.000000 Penalty: 5810.097168
	Iteration 13Q: 3 clusters Score -9741254 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 111658 members 
Entering Unmasked Estep 
Score: -9742206.000000 Penalty: 5810.097168
	Iteration 14Q: 3 clusters Score -9742206 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 112852 members 
Entering Unmasked Estep 
Score: -9743006.000000 Penalty: 5810.097168
	Iteration 15Q: 3 clusters Score -9743006 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 113783 members 
Entering Unmasked Estep 
Score: -9743473.000000 Penalty: 5810.097168
	Iteration 16Q: 3 clusters Score -9743473 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 114626 members 
Entering Unmasked Estep 
Score: -9743966.000000 Penalty: 5810.097168
	Iteration 17Q: 3 clusters Score -9743966 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 115336 members 
Entering Unmasked Estep 
Score: -9744276.000000 Penalty: 5810.097168
	Iteration 18Q: 3 clusters Score -9744276 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 115899 members 
Entering Unmasked Estep 
Score: -9744500.000000 Penalty: 5810.097168
	Iteration 19Q: 3 clusters Score -9744500 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 116385 members 
Entering Unmasked Estep 
Score: -9744728.000000 Penalty: 5810.097168
	Iteration 20F: 3 clusters Score -9744728 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 116800 members 
Entering Unmasked Estep 
Score: -9744908.000000 Penalty: 5810.097168
	Iteration 21Q: 3 clusters Score -9744908 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 117163 members 
Entering Unmasked Estep 
Score: -9745041.000000 Penalty: 5810.097168
	Iteration 22Q: 3 clusters Score -9745041 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 117497 members 
Entering Unmasked Estep 
Score: -9745143.000000 Penalty: 5810.097168
	Iteration 23Q: 3 clusters Score -9745143 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 117797 members 
Entering Unmasked Estep 
Score: -9745232.000000 Penalty: 5810.097168
	Iteration 24Q: 3 clusters Score -9745232 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 118063 members 
Entering Unmasked Estep 
Score: -9745333.000000 Penalty: 5810.097168
	Iteration 25Q: 3 clusters Score -9745333 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 118308 members 
Entering Unmasked Estep 
Score: -9745392.000000 Penalty: 5810.097168
	Iteration 26Q: 3 clusters Score -9745392 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 118540 members 
Entering Unmasked Estep 
Score: -9745439.000000 Penalty: 5810.097168
	Iteration 27Q: 3 clusters Score -9745439 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 118764 members 
Entering Unmasked Estep 
Score: -9745503.000000 Penalty: 5810.097168
	Iteration 28Q: 3 clusters Score -9745503 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 118948 members 
Entering Unmasked Estep 
Score: -9745553.000000 Penalty: 5810.097168
	Iteration 29Q: 3 clusters Score -9745553 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 119107 members 
Entering Unmasked Estep 
Score: -9745587.000000 Penalty: 5810.097168
	Iteration 30Q: 3 clusters Score -9745587 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 119265 members 
Entering Unmasked Estep 
Score: -9745635.000000 Penalty: 5810.097168
	Iteration 31Q: 3 clusters Score -9745635 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 119408 members 
Entering Unmasked Estep 
Score: -9745693.000000 Penalty: 5810.097168
	Iteration 32Q: 3 clusters Score -9745693 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 119529 members 
Entering Unmasked Estep 
Score: -9745695.000000 Penalty: 5810.097168
	Iteration 33Q: 3 clusters Score -9745695 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 119631 members 
Entering Unmasked Estep 
Score: -9745726.000000 Penalty: 5810.097168
	Iteration 34Q: 3 clusters Score -9745726 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 119738 members 
Entering Unmasked Estep 
Score: -9745735.000000 Penalty: 5810.097168
	Iteration 35Q: 3 clusters Score -9745735 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 119837 members 
Entering Unmasked Estep 
Score: -9745745.000000 Penalty: 5810.097168
	Iteration 36Q: 3 clusters Score -9745745 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 119918 members 
Entering Unmasked Estep 
Score: -9745781.000000 Penalty: 5810.097168
	Iteration 37Q: 3 clusters Score -9745781 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 119995 members 
Entering Unmasked Estep 
Score: -9745808.000000 Penalty: 5810.097168
	Iteration 38Q: 3 clusters Score -9745808 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 120069 members 
Entering Unmasked Estep 
Score: -9745830.000000 Penalty: 5810.097168
	Iteration 39Q: 3 clusters Score -9745830 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 120136 members 
Entering Unmasked Estep 
Score: -9745849.000000 Penalty: 5810.097168
	Iteration 40F: 3 clusters Score -9745849 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 120179 members 
Entering Unmasked Estep 
Score: -9745851.000000 Penalty: 5810.097168
	Iteration 41Q: 3 clusters Score -9745851 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 120213 members 
Entering Unmasked Estep 
Score: -9745856.000000 Penalty: 5810.097168
	Iteration 42Q: 3 clusters Score -9745856 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 120233 members 
Entering Unmasked Estep 
Score: -9745876.000000 Penalty: 5810.097168
	Iteration 43Q: 3 clusters Score -9745876 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 120257 members 
Entering Unmasked Estep 
Score: -9745892.000000 Penalty: 5810.097168
	Iteration 44Q: 3 clusters Score -9745892 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 120279 members 
Entering Unmasked Estep 
Score: -9745890.000000 Penalty: 5810.097168
	Iteration 45Q: 3 clusters Score -9745890 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 120295 members 
Entering Unmasked Estep 
Score: -9745887.000000 Penalty: 5810.097168
	Iteration 46Q: 3 clusters Score -9745887 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 120306 members 
Entering Unmasked Estep 
Score: -9745877.000000 Penalty: 5810.097168
	Iteration 47Q: 3 clusters Score -9745877 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 120319 members 
Entering Unmasked Estep 
Score: -9745876.000000 Penalty: 5810.097168
	Iteration 48Q: 3 clusters Score -9745876 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 120337 members 
Entering Unmasked Estep 
Score: -9745885.000000 Penalty: 5810.097168
	Iteration 49Q: 3 clusters Score -9745885 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 120356 members 
Entering Unmasked Estep 
Score: -9745886.000000 Penalty: 5810.097168
	Iteration 50Q: 3 clusters Score -9745886 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 120377 members 
Entering Unmasked Estep 
Score: -9745892.000000 Penalty: 5810.097168
	Iteration 51Q: 3 clusters Score -9745892 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 120390 members 
Entering Unmasked Estep 
Score: -9745896.000000 Penalty: 5810.097168
	Iteration 52Q: 3 clusters Score -9745896 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 120404 members 
Entering Unmasked Estep 
Score: -9745897.000000 Penalty: 5810.097168
	Iteration 53Q: 3 clusters Score -9745897 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 120415 members 
Entering Unmasked Estep 
Score: -9745893.000000 Penalty: 5810.097168
	Iteration 54Q: 3 clusters Score -9745893 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 120424 members 
Entering Unmasked Estep 
Score: -9745900.000000 Penalty: 5810.097168
	Iteration 55Q: 3 clusters Score -9745900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 120432 members 
Entering Unmasked Estep 
Score: -9745908.000000 Penalty: 5810.097168
	Iteration 56Q: 3 clusters Score -9745908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 120441 members 
Entering Unmasked Estep 
Score: -9745907.000000 Penalty: 5810.097168
	Iteration 57Q: 3 clusters Score -9745907 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 120451 members 
Entering Unmasked Estep 
Score: -9745919.000000 Penalty: 5810.097168
	Iteration 58Q: 3 clusters Score -9745919 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 120463 members 
Entering Unmasked Estep 
Score: -9745908.000000 Penalty: 5810.097168
	Iteration 59Q: 3 clusters Score -9745908 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 120475 members 
Entering Unmasked Estep 
Score: -9745921.000000 Penalty: 5810.097168
	Iteration 60F: 3 clusters Score -9745921 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 120487 members 
Entering Unmasked Estep 
Score: -9745901.000000 Penalty: 5810.097168
	Iteration 61Q: 3 clusters Score -9745901 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 120506 members 
Entering Unmasked Estep 
Score: -9745898.000000 Penalty: 5810.097168
	Iteration 62Q: 3 clusters Score -9745898 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 120522 members 
Entering Unmasked Estep 
Score: -9745913.000000 Penalty: 5810.097168
	Iteration 63Q: 3 clusters Score -9745913 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 120534 members 
Entering Unmasked Estep 
Score: -9745931.000000 Penalty: 5810.097168
	Iteration 64Q: 3 clusters Score -9745931 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 120547 members 
Entering Unmasked Estep 
Score: -9745935.000000 Penalty: 5810.097168
	Iteration 65Q: 3 clusters Score -9745935 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 120560 members 
Entering Unmasked Estep 
Score: -9745930.000000 Penalty: 5810.097168
	Iteration 66Q: 3 clusters Score -9745930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 120569 members 
Entering Unmasked Estep 
Score: -9745935.000000 Penalty: 5810.097168
	Iteration 67Q: 3 clusters Score -9745935 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 120577 members 
Entering Unmasked Estep 
Score: -9745947.000000 Penalty: 5810.097168
	Iteration 68Q: 3 clusters Score -9745947 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 120584 members 
Entering Unmasked Estep 
Score: -9745940.000000 Penalty: 5810.097168
	Iteration 69Q: 3 clusters Score -9745940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 120588 members 
Entering Unmasked Estep 
Score: -9745937.000000 Penalty: 5810.097168
	Iteration 70Q: 3 clusters Score -9745937 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 120588 members 
Entering Unmasked Estep 
Score: -9745937.000000 Penalty: 5810.097168
	Iteration 71F: 3 clusters Score -9745937 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (13685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Entering Unmasked Estep 
Score: -1092899.375000 Penalty: 2361.965820
	Iteration 0F: 2 clusters Score -1092899 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1082947.750000 Penalty: 4723.931641
	Iteration 0F: 3 clusters Score -1082948 nChanged 5820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1086262.375000 Penalty: 4723.931641
	Iteration 1F: 3 clusters Score -1086262 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1086926.375000 Penalty: 4723.931641
	Iteration 2F: 3 clusters Score -1086926 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1087602.625000 Penalty: 4723.931641
	Iteration 3F: 3 clusters Score -1087603 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -1088323.000000 Penalty: 4723.931641
	Iteration 4F: 3 clusters Score -1088323 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -1089062.500000 Penalty: 4723.931641
	Iteration 5F: 3 clusters Score -1089062 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -1089723.000000 Penalty: 4723.931641
	Iteration 6F: 3 clusters Score -1089723 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -1090181.500000 Penalty: 4723.931641
	Iteration 7Q: 3 clusters Score -1090182 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -1090497.375000 Penalty: 4723.931641
	Iteration 8Q: 3 clusters Score -1090497 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -1090693.875000 Penalty: 4723.931641
	Iteration 9Q: 3 clusters Score -1090694 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -1090846.125000 Penalty: 4723.931641
	Iteration 10Q: 3 clusters Score -1090846 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -1090950.000000 Penalty: 4723.931641
	Iteration 11Q: 3 clusters Score -1090950 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -1091011.500000 Penalty: 4723.931641
	Iteration 12Q: 3 clusters Score -1091012 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -1091059.625000 Penalty: 4723.931641
	Iteration 13Q: 3 clusters Score -1091060 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -1091110.125000 Penalty: 4723.931641
	Iteration 14Q: 3 clusters Score -1091110 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -1091150.250000 Penalty: 4723.931641
	Iteration 15Q: 3 clusters Score -1091150 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -1091190.125000 Penalty: 4723.931641
	Iteration 16Q: 3 clusters Score -1091190 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -1091230.125000 Penalty: 4723.931641
	Iteration 17Q: 3 clusters Score -1091230 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -1091258.875000 Penalty: 4723.931641
	Iteration 18Q: 3 clusters Score -1091259 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -1091275.625000 Penalty: 4723.931641
	Iteration 19Q: 3 clusters Score -1091276 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -1091293.750000 Penalty: 4723.931641
	Iteration 20F: 3 clusters Score -1091294 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -1091311.625000 Penalty: 4723.931641
	Iteration 21Q: 3 clusters Score -1091312 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -1091323.750000 Penalty: 4723.931641
	Iteration 22Q: 3 clusters Score -1091324 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -1091336.625000 Penalty: 4723.931641
	Iteration 23Q: 3 clusters Score -1091337 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -1091344.375000 Penalty: 4723.931641
	Iteration 24Q: 3 clusters Score -1091344 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -1091352.125000 Penalty: 4723.931641
	Iteration 25Q: 3 clusters Score -1091352 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -1091354.500000 Penalty: 4723.931641
	Iteration 26Q: 3 clusters Score -1091354 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -1091357.500000 Penalty: 4723.931641
	Iteration 27Q: 3 clusters Score -1091358 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -1091365.625000 Penalty: 4723.931641
	Iteration 28Q: 3 clusters Score -1091366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -1091365.375000 Penalty: 4723.931641
	Iteration 29Q: 3 clusters Score -1091365 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -1091367.250000 Penalty: 4723.931641
	Iteration 30Q: 3 clusters Score -1091367 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -1091367.625000 Penalty: 4723.931641
	Iteration 31Q: 3 clusters Score -1091368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -1091368.125000 Penalty: 4723.931641
	Iteration 32Q: 3 clusters Score -1091368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -1091369.500000 Penalty: 4723.931641
	Iteration 33Q: 3 clusters Score -1091370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -1091369.500000 Penalty: 4723.931641
	Iteration 34F: 3 clusters Score -1091370 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (45865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45865 members 
Entering Unmasked Estep 
Score: -3733804.250000 Penalty: 2661.897461
	Iteration 0F: 2 clusters Score -3733804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23003 members 
Mstep: Class 2 contains 22862 members 
Entering Unmasked Estep 
Score: -3702840.500000 Penalty: 5323.794922
	Iteration 0F: 3 clusters Score -3702840 nChanged 21193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23530 members 
Mstep: Class 2 contains 22335 members 
Entering Unmasked Estep 
Score: -3714476.500000 Penalty: 5323.794922
	Iteration 1F: 3 clusters Score -3714476 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23947 members 
Mstep: Class 2 contains 21918 members 
Entering Unmasked Estep 
Score: -3714966.500000 Penalty: 5323.794922
	Iteration 2Q: 3 clusters Score -3714966 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24601 members 
Mstep: Class 2 contains 21264 members 
Entering Unmasked Estep 
Score: -3715468.750000 Penalty: 5323.794922
	Iteration 3Q: 3 clusters Score -3715469 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25460 members 
Mstep: Class 2 contains 20405 members 
Entering Unmasked Estep 
Score: -3716028.000000 Penalty: 5323.794922
	Iteration 4Q: 3 clusters Score -3716028 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26697 members 
Mstep: Class 2 contains 19168 members 
Entering Unmasked Estep 
Score: -3716755.500000 Penalty: 5323.794922
	Iteration 5Q: 3 clusters Score -3716756 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28430 members 
Mstep: Class 2 contains 17435 members 
Entering Unmasked Estep 
Score: -3717876.750000 Penalty: 5323.794922
	Iteration 6Q: 3 clusters Score -3717877 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30699 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -3719457.500000 Penalty: 5323.794922
	Iteration 7F: 3 clusters Score -3719458 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33349 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -3721586.000000 Penalty: 5323.794922
	Iteration 8F: 3 clusters Score -3721586 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36114 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -3724167.500000 Penalty: 5323.794922
	Iteration 9F: 3 clusters Score -3724168 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38443 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -3726484.250000 Penalty: 5323.794922
	Iteration 10F: 3 clusters Score -3726484 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40092 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -3728119.250000 Penalty: 5323.794922
	Iteration 11Q: 3 clusters Score -3728119 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41206 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -3729147.750000 Penalty: 5323.794922
	Iteration 12Q: 3 clusters Score -3729148 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41983 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -3729758.250000 Penalty: 5323.794922
	Iteration 13Q: 3 clusters Score -3729758 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42495 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -3730117.000000 Penalty: 5323.794922
	Iteration 14Q: 3 clusters Score -3730117 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42904 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -3730359.750000 Penalty: 5323.794922
	Iteration 15Q: 3 clusters Score -3730360 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43243 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -3730553.750000 Penalty: 5323.794922
	Iteration 16Q: 3 clusters Score -3730554 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43532 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -3730701.000000 Penalty: 5323.794922
	Iteration 17Q: 3 clusters Score -3730701 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43783 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -3730833.250000 Penalty: 5323.794922
	Iteration 18Q: 3 clusters Score -3730833 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43984 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -3730912.250000 Penalty: 5323.794922
	Iteration 19Q: 3 clusters Score -3730912 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44134 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -3730975.000000 Penalty: 5323.794922
	Iteration 20F: 3 clusters Score -3730975 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44284 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -3731045.000000 Penalty: 5323.794922
	Iteration 21Q: 3 clusters Score -3731045 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44420 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -3731116.250000 Penalty: 5323.794922
	Iteration 22Q: 3 clusters Score -3731116 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44524 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -3731177.250000 Penalty: 5323.794922
	Iteration 23Q: 3 clusters Score -3731177 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44621 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -3731232.750000 Penalty: 5323.794922
	Iteration 24Q: 3 clusters Score -3731233 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44712 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -3731287.250000 Penalty: 5323.794922
	Iteration 25Q: 3 clusters Score -3731287 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44781 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -3731317.000000 Penalty: 5323.794922
	Iteration 26Q: 3 clusters Score -3731317 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44849 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -3731349.250000 Penalty: 5323.794922
	Iteration 27Q: 3 clusters Score -3731349 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44900 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -3731379.500000 Penalty: 5323.794922
	Iteration 28Q: 3 clusters Score -3731380 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44945 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -3731396.750000 Penalty: 5323.794922
	Iteration 29Q: 3 clusters Score -3731397 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44988 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -3731424.000000 Penalty: 5323.794922
	Iteration 30Q: 3 clusters Score -3731424 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45020 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -3731435.000000 Penalty: 5323.794922
	Iteration 31Q: 3 clusters Score -3731435 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45037 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -3731443.500000 Penalty: 5323.794922
	Iteration 32Q: 3 clusters Score -3731444 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45051 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -3731442.750000 Penalty: 5323.794922
	Iteration 33Q: 3 clusters Score -3731443 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45055 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -3731450.500000 Penalty: 5323.794922
	Iteration 34Q: 3 clusters Score -3731450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45062 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -3731449.750000 Penalty: 5323.794922
	Iteration 35Q: 3 clusters Score -3731450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45064 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -3731451.250000 Penalty: 5323.794922
	Iteration 36Q: 3 clusters Score -3731451 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45070 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -3731455.750000 Penalty: 5323.794922
	Iteration 37Q: 3 clusters Score -3731456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45076 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -3731456.250000 Penalty: 5323.794922
	Iteration 38Q: 3 clusters Score -3731456 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45085 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -3731461.750000 Penalty: 5323.794922
	Iteration 39Q: 3 clusters Score -3731462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45092 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -3731467.500000 Penalty: 5323.794922
	Iteration 40F: 3 clusters Score -3731468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45096 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -3731465.250000 Penalty: 5323.794922
	Iteration 41Q: 3 clusters Score -3731465 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45100 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -3731470.250000 Penalty: 5323.794922
	Iteration 42Q: 3 clusters Score -3731470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45103 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -3731474.000000 Penalty: 5323.794922
	Iteration 43Q: 3 clusters Score -3731474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45104 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -3731471.000000 Penalty: 5323.794922
	Iteration 44Q: 3 clusters Score -3731471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45105 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -3731472.250000 Penalty: 5323.794922
	Iteration 45Q: 3 clusters Score -3731472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45106 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -3731470.500000 Penalty: 5323.794922
	Iteration 46Q: 3 clusters Score -3731470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45106 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -3731470.500000 Penalty: 5323.794922
	Iteration 47F: 3 clusters Score -3731470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (15995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Entering Unmasked Estep 
Score: -1323649.375000 Penalty: 2400.647949
	Iteration 0F: 2 clusters Score -1323649 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1312129.750000 Penalty: 4801.295898
	Iteration 0F: 3 clusters Score -1312130 nChanged 6959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -1315726.875000 Penalty: 4801.295898
	Iteration 1F: 3 clusters Score -1315727 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1316088.375000 Penalty: 4801.295898
	Iteration 2F: 3 clusters Score -1316088 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -1316382.125000 Penalty: 4801.295898
	Iteration 3Q: 3 clusters Score -1316382 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -1316616.625000 Penalty: 4801.295898
	Iteration 4Q: 3 clusters Score -1316617 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -1316792.500000 Penalty: 4801.295898
	Iteration 5Q: 3 clusters Score -1316792 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -1316942.125000 Penalty: 4801.295898
	Iteration 6Q: 3 clusters Score -1316942 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -1317121.625000 Penalty: 4801.295898
	Iteration 7Q: 3 clusters Score -1317122 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -1317335.625000 Penalty: 4801.295898
	Iteration 8Q: 3 clusters Score -1317336 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -1317581.625000 Penalty: 4801.295898
	Iteration 9Q: 3 clusters Score -1317582 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -1317862.125000 Penalty: 4801.295898
	Iteration 10Q: 3 clusters Score -1317862 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -1318235.500000 Penalty: 4801.295898
	Iteration 11Q: 3 clusters Score -1318236 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -1318706.000000 Penalty: 4801.295898
	Iteration 12Q: 3 clusters Score -1318706 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -1319264.250000 Penalty: 4801.295898
	Iteration 13Q: 3 clusters Score -1319264 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -1319836.875000 Penalty: 4801.295898
	Iteration 14Q: 3 clusters Score -1319837 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -1320372.000000 Penalty: 4801.295898
	Iteration 15Q: 3 clusters Score -1320372 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 14580 members 
Entering Unmasked Estep 
Score: -1320761.750000 Penalty: 4801.295898
	Iteration 16Q: 3 clusters Score -1320762 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -1321022.500000 Penalty: 4801.295898
	Iteration 17Q: 3 clusters Score -1321022 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -1321213.875000 Penalty: 4801.295898
	Iteration 18Q: 3 clusters Score -1321214 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -1321318.750000 Penalty: 4801.295898
	Iteration 19Q: 3 clusters Score -1321319 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -1321378.000000 Penalty: 4801.295898
	Iteration 20F: 3 clusters Score -1321378 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
Score: -1321435.500000 Penalty: 4801.295898
	Iteration 21Q: 3 clusters Score -1321436 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 15361 members 
Entering Unmasked Estep 
Score: -1321463.375000 Penalty: 4801.295898
	Iteration 22Q: 3 clusters Score -1321463 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -1321489.125000 Penalty: 4801.295898
	Iteration 23Q: 3 clusters Score -1321489 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
Score: -1321508.750000 Penalty: 4801.295898
	Iteration 24Q: 3 clusters Score -1321509 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 15429 members 
Entering Unmasked Estep 
Score: -1321523.750000 Penalty: 4801.295898
	Iteration 25Q: 3 clusters Score -1321524 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
Score: -1321537.125000 Penalty: 4801.295898
	Iteration 26Q: 3 clusters Score -1321537 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -1321549.250000 Penalty: 4801.295898
	Iteration 27Q: 3 clusters Score -1321549 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 15466 members 
Entering Unmasked Estep 
Score: -1321559.375000 Penalty: 4801.295898
	Iteration 28Q: 3 clusters Score -1321559 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 15476 members 
Entering Unmasked Estep 
Score: -1321569.625000 Penalty: 4801.295898
	Iteration 29Q: 3 clusters Score -1321570 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -1321579.750000 Penalty: 4801.295898
	Iteration 30Q: 3 clusters Score -1321580 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 15492 members 
Entering Unmasked Estep 
Score: -1321590.000000 Penalty: 4801.295898
	Iteration 31Q: 3 clusters Score -1321590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -1321592.875000 Penalty: 4801.295898
	Iteration 32Q: 3 clusters Score -1321593 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -1321597.875000 Penalty: 4801.295898
	Iteration 33Q: 3 clusters Score -1321598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 15501 members 
Entering Unmasked Estep 
Score: -1321601.375000 Penalty: 4801.295898
	Iteration 34Q: 3 clusters Score -1321601 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 15503 members 
Entering Unmasked Estep 
Score: -1321605.750000 Penalty: 4801.295898
	Iteration 35Q: 3 clusters Score -1321606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -1321608.375000 Penalty: 4801.295898
	Iteration 36Q: 3 clusters Score -1321608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -1321611.375000 Penalty: 4801.295898
	Iteration 37Q: 3 clusters Score -1321611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -1321616.875000 Penalty: 4801.295898
	Iteration 38Q: 3 clusters Score -1321617 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -1321616.875000 Penalty: 4801.295898
	Iteration 39F: 3 clusters Score -1321617 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Entering Unmasked Estep 
Score: -76037.203125 Penalty: 1763.857178
	Iteration 0F: 2 clusters Score -76037.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -73971.953125 Penalty: 3527.714355
	Iteration 0F: 3 clusters Score -73971.95 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -74344.773438 Penalty: 3527.714355
	Iteration 1F: 3 clusters Score -74344.77 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -74510.867188 Penalty: 3527.714355
	Iteration 2F: 3 clusters Score -74510.87 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -74652.445312 Penalty: 3527.714355
	Iteration 3F: 3 clusters Score -74652.45 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -74802.000000 Penalty: 3527.714355
	Iteration 4F: 3 clusters Score -74802 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -74954.367188 Penalty: 3527.714355
	Iteration 5F: 3 clusters Score -74954.37 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -75082.968750 Penalty: 3527.714355
	Iteration 6Q: 3 clusters Score -75082.97 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -75169.320312 Penalty: 3527.714355
	Iteration 7Q: 3 clusters Score -75169.32 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -75222.539062 Penalty: 3527.714355
	Iteration 8Q: 3 clusters Score -75222.54 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -75265.906250 Penalty: 3527.714355
	Iteration 9Q: 3 clusters Score -75265.91 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -75306.656250 Penalty: 3527.714355
	Iteration 10Q: 3 clusters Score -75306.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -75326.921875 Penalty: 3527.714355
	Iteration 11Q: 3 clusters Score -75326.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -75337.601562 Penalty: 3527.714355
	Iteration 12Q: 3 clusters Score -75337.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -75345.664062 Penalty: 3527.714355
	Iteration 13Q: 3 clusters Score -75345.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -75355.226562 Penalty: 3527.714355
	Iteration 14Q: 3 clusters Score -75355.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -75363.210938 Penalty: 3527.714355
	Iteration 15Q: 3 clusters Score -75363.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -75366.023438 Penalty: 3527.714355
	Iteration 16Q: 3 clusters Score -75366.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -75367.062500 Penalty: 3527.714355
	Iteration 17Q: 3 clusters Score -75367.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -75367.062500 Penalty: 3527.714355
	Iteration 18F: 3 clusters Score -75367.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (5317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Entering Unmasked Estep 
Score: -417378.500000 Penalty: 2127.508789
	Iteration 0F: 2 clusters Score -417378.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -412659.812500 Penalty: 4255.017578
	Iteration 0F: 3 clusters Score -412659.8 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -413810.281250 Penalty: 4255.017578
	Iteration 1F: 3 clusters Score -413810.3 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -414048.468750 Penalty: 4255.017578
	Iteration 2F: 3 clusters Score -414048.5 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -414222.000000 Penalty: 4255.017578
	Iteration 3F: 3 clusters Score -414222 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -414361.843750 Penalty: 4255.017578
	Iteration 4Q: 3 clusters Score -414361.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -414470.218750 Penalty: 4255.017578
	Iteration 5Q: 3 clusters Score -414470.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -414592.437500 Penalty: 4255.017578
	Iteration 6Q: 3 clusters Score -414592.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -414694.437500 Penalty: 4255.017578
	Iteration 7Q: 3 clusters Score -414694.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -414774.562500 Penalty: 4255.017578
	Iteration 8Q: 3 clusters Score -414774.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -414850.531250 Penalty: 4255.017578
	Iteration 9Q: 3 clusters Score -414850.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -414921.156250 Penalty: 4255.017578
	Iteration 10Q: 3 clusters Score -414921.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -414974.750000 Penalty: 4255.017578
	Iteration 11Q: 3 clusters Score -414974.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -415022.718750 Penalty: 4255.017578
	Iteration 12Q: 3 clusters Score -415022.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -415059.875000 Penalty: 4255.017578
	Iteration 13Q: 3 clusters Score -415059.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -415092.218750 Penalty: 4255.017578
	Iteration 14Q: 3 clusters Score -415092.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -415125.250000 Penalty: 4255.017578
	Iteration 15Q: 3 clusters Score -415125.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -415153.500000 Penalty: 4255.017578
	Iteration 16Q: 3 clusters Score -415153.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -415179.687500 Penalty: 4255.017578
	Iteration 17Q: 3 clusters Score -415179.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -415204.843750 Penalty: 4255.017578
	Iteration 18Q: 3 clusters Score -415204.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -415222.656250 Penalty: 4255.017578
	Iteration 19Q: 3 clusters Score -415222.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -415240.093750 Penalty: 4255.017578
	Iteration 20F: 3 clusters Score -415240.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -415257.281250 Penalty: 4255.017578
	Iteration 21Q: 3 clusters Score -415257.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -415280.343750 Penalty: 4255.017578
	Iteration 22Q: 3 clusters Score -415280.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -415306.281250 Penalty: 4255.017578
	Iteration 23Q: 3 clusters Score -415306.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -415329.843750 Penalty: 4255.017578
	Iteration 24Q: 3 clusters Score -415329.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -415351.125000 Penalty: 4255.017578
	Iteration 25Q: 3 clusters Score -415351.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -415370.062500 Penalty: 4255.017578
	Iteration 26Q: 3 clusters Score -415370.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -415386.031250 Penalty: 4255.017578
	Iteration 27Q: 3 clusters Score -415386 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -415400.843750 Penalty: 4255.017578
	Iteration 28Q: 3 clusters Score -415400.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -415413.187500 Penalty: 4255.017578
	Iteration 29Q: 3 clusters Score -415413.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -415419.625000 Penalty: 4255.017578
	Iteration 30Q: 3 clusters Score -415419.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -415428.968750 Penalty: 4255.017578
	Iteration 31Q: 3 clusters Score -415429 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -415436.218750 Penalty: 4255.017578
	Iteration 32Q: 3 clusters Score -415436.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -415443.843750 Penalty: 4255.017578
	Iteration 33Q: 3 clusters Score -415443.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -415446.968750 Penalty: 4255.017578
	Iteration 34Q: 3 clusters Score -415447 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -415453.156250 Penalty: 4255.017578
	Iteration 35Q: 3 clusters Score -415453.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -415463.656250 Penalty: 4255.017578
	Iteration 36Q: 3 clusters Score -415463.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -415472.031250 Penalty: 4255.017578
	Iteration 37Q: 3 clusters Score -415472 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -415479.500000 Penalty: 4255.017578
	Iteration 38Q: 3 clusters Score -415479.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -415489.312500 Penalty: 4255.017578
	Iteration 39Q: 3 clusters Score -415489.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -415497.375000 Penalty: 4255.017578
	Iteration 40F: 3 clusters Score -415497.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -415506.625000 Penalty: 4255.017578
	Iteration 41Q: 3 clusters Score -415506.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -415513.000000 Penalty: 4255.017578
	Iteration 42Q: 3 clusters Score -415513 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -415520.375000 Penalty: 4255.017578
	Iteration 43Q: 3 clusters Score -415520.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -415526.187500 Penalty: 4255.017578
	Iteration 44Q: 3 clusters Score -415526.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -415532.406250 Penalty: 4255.017578
	Iteration 45Q: 3 clusters Score -415532.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -415541.250000 Penalty: 4255.017578
	Iteration 46Q: 3 clusters Score -415541.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -415558.281250 Penalty: 4255.017578
	Iteration 47Q: 3 clusters Score -415558.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -415572.718750 Penalty: 4255.017578
	Iteration 48Q: 3 clusters Score -415572.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -415582.312500 Penalty: 4255.017578
	Iteration 49Q: 3 clusters Score -415582.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -415592.250000 Penalty: 4255.017578
	Iteration 50Q: 3 clusters Score -415592.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -415600.312500 Penalty: 4255.017578
	Iteration 51Q: 3 clusters Score -415600.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -415605.906250 Penalty: 4255.017578
	Iteration 52Q: 3 clusters Score -415605.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -415609.687500 Penalty: 4255.017578
	Iteration 53Q: 3 clusters Score -415609.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -415615.156250 Penalty: 4255.017578
	Iteration 54Q: 3 clusters Score -415615.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -415618.968750 Penalty: 4255.017578
	Iteration 55Q: 3 clusters Score -415619 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -415621.312500 Penalty: 4255.017578
	Iteration 56Q: 3 clusters Score -415621.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -415621.687500 Penalty: 4255.017578
	Iteration 57Q: 3 clusters Score -415621.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -415622.687500 Penalty: 4255.017578
	Iteration 58Q: 3 clusters Score -415622.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -415623.687500 Penalty: 4255.017578
	Iteration 59Q: 3 clusters Score -415623.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -415624.406250 Penalty: 4255.017578
	Iteration 60F: 3 clusters Score -415624.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -415624.187500 Penalty: 4255.017578
	Iteration 61Q: 3 clusters Score -415624.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -415624.968750 Penalty: 4255.017578
	Iteration 62Q: 3 clusters Score -415625 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -415624.968750 Penalty: 4255.017578
	Iteration 63F: 3 clusters Score -415625 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (585360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585360 members 
Entering Unmasked Estep 
Score: -46029808.000000 Penalty: 3293.435791
	Iteration 0F: 2 clusters Score -4.602981e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292407 members 
Mstep: Class 2 contains 292953 members 
Entering Unmasked Estep 
Score: -45634528.000000 Penalty: 6586.871582
	Iteration 0F: 3 clusters Score -4.563453e+07 nChanged 285736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281653 members 
Mstep: Class 2 contains 303707 members 
Entering Unmasked Estep 
Score: -45804604.000000 Penalty: 6586.871582
	Iteration 1F: 3 clusters Score -4.58046e+07 nChanged 13410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274459 members 
Mstep: Class 2 contains 310901 members 
Entering Unmasked Estep 
Score: -45807392.000000 Penalty: 6586.871582
	Iteration 2Q: 3 clusters Score -4.580739e+07 nChanged 16151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263162 members 
Mstep: Class 2 contains 322198 members 
Entering Unmasked Estep 
Score: -45811532.000000 Penalty: 6586.871582
	Iteration 3Q: 3 clusters Score -4.581153e+07 nChanged 21414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245244 members 
Mstep: Class 2 contains 340116 members 
Entering Unmasked Estep 
Score: -45818600.000000 Penalty: 6586.871582
	Iteration 4Q: 3 clusters Score -4.58186e+07 nChanged 30230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217872 members 
Mstep: Class 2 contains 367488 members 
Entering Unmasked Estep 
Score: -45833196.000000 Penalty: 6586.871582
	Iteration 5F: 3 clusters Score -4.58332e+07 nChanged 41892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178548 members 
Mstep: Class 2 contains 406812 members 
Entering Unmasked Estep 
Score: -45863328.000000 Penalty: 6586.871582
	Iteration 6F: 3 clusters Score -4.586333e+07 nChanged 51534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129322 members 
Mstep: Class 2 contains 456038 members 
Entering Unmasked Estep 
Score: -45909228.000000 Penalty: 6586.871582
	Iteration 7F: 3 clusters Score -4.590923e+07 nChanged 49664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81408 members 
Mstep: Class 2 contains 503952 members 
Entering Unmasked Estep 
Score: -45959500.000000 Penalty: 6586.871582
	Iteration 8F: 3 clusters Score -4.59595e+07 nChanged 33798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49012 members 
Mstep: Class 2 contains 536348 members 
Entering Unmasked Estep 
Score: -45996116.000000 Penalty: 6586.871582
	Iteration 9F: 3 clusters Score -4.599612e+07 nChanged 16965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34511 members 
Mstep: Class 2 contains 550849 members 
Entering Unmasked Estep 
Score: -46017252.000000 Penalty: 6586.871582
	Iteration 10Q: 3 clusters Score -4.601725e+07 nChanged 10115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31118 members 
Mstep: Class 2 contains 554242 members 
Entering Unmasked Estep 
Score: -46027304.000000 Penalty: 6586.871582
	Iteration 11Q: 3 clusters Score -4.60273e+07 nChanged 7115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31223 members 
Mstep: Class 2 contains 554137 members 
Entering Unmasked Estep 
Score: -46032104.000000 Penalty: 6586.871582
	Iteration 12Q: 3 clusters Score -4.60321e+07 nChanged 4362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31685 members 
Mstep: Class 2 contains 553675 members 
Entering Unmasked Estep 
Score: -46033436.000000 Penalty: 6586.871582
	Iteration 13Q: 3 clusters Score -4.603344e+07 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32116 members 
Mstep: Class 2 contains 553244 members 
Entering Unmasked Estep 
Score: -46033816.000000 Penalty: 6586.871582
	Iteration 14Q: 3 clusters Score -4.603382e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32462 members 
Mstep: Class 2 contains 552898 members 
Entering Unmasked Estep 
Score: -46034148.000000 Penalty: 6586.871582
	Iteration 15Q: 3 clusters Score -4.603415e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32741 members 
Mstep: Class 2 contains 552619 members 
Entering Unmasked Estep 
Score: -46034348.000000 Penalty: 6586.871582
	Iteration 16Q: 3 clusters Score -4.603435e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32991 members 
Mstep: Class 2 contains 552369 members 
Entering Unmasked Estep 
Score: -46034432.000000 Penalty: 6586.871582
	Iteration 17Q: 3 clusters Score -4.603443e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33174 members 
Mstep: Class 2 contains 552186 members 
Entering Unmasked Estep 
Score: -46034532.000000 Penalty: 6586.871582
	Iteration 18Q: 3 clusters Score -4.603453e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33319 members 
Mstep: Class 2 contains 552041 members 
Entering Unmasked Estep 
Score: -46034516.000000 Penalty: 6586.871582
	Iteration 19Q: 3 clusters Score -4.603452e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33450 members 
Mstep: Class 2 contains 551910 members 
Entering Unmasked Estep 
Score: -46034616.000000 Penalty: 6586.871582
	Iteration 20F: 3 clusters Score -4.603462e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33541 members 
Mstep: Class 2 contains 551819 members 
Entering Unmasked Estep 
Score: -46034616.000000 Penalty: 6586.871582
	Iteration 21Q: 3 clusters Score -4.603462e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33639 members 
Mstep: Class 2 contains 551721 members 
Entering Unmasked Estep 
Score: -46034772.000000 Penalty: 6586.871582
	Iteration 22Q: 3 clusters Score -4.603477e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33706 members 
Mstep: Class 2 contains 551654 members 
Entering Unmasked Estep 
Score: -46034748.000000 Penalty: 6586.871582
	Iteration 23Q: 3 clusters Score -4.603475e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33762 members 
Mstep: Class 2 contains 551598 members 
Entering Unmasked Estep 
Score: -46034744.000000 Penalty: 6586.871582
	Iteration 24Q: 3 clusters Score -4.603474e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33817 members 
Mstep: Class 2 contains 551543 members 
Entering Unmasked Estep 
Score: -46034692.000000 Penalty: 6586.871582
	Iteration 25Q: 3 clusters Score -4.603469e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33854 members 
Mstep: Class 2 contains 551506 members 
Entering Unmasked Estep 
Score: -46034744.000000 Penalty: 6586.871582
	Iteration 26Q: 3 clusters Score -4.603474e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33913 members 
Mstep: Class 2 contains 551447 members 
Entering Unmasked Estep 
Score: -46034752.000000 Penalty: 6586.871582
	Iteration 27Q: 3 clusters Score -4.603475e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33977 members 
Mstep: Class 2 contains 551383 members 
Entering Unmasked Estep 
Score: -46034824.000000 Penalty: 6586.871582
	Iteration 28Q: 3 clusters Score -4.603482e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34024 members 
Mstep: Class 2 contains 551336 members 
Entering Unmasked Estep 
Score: -46034892.000000 Penalty: 6586.871582
	Iteration 29Q: 3 clusters Score -4.603489e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34085 members 
Mstep: Class 2 contains 551275 members 
Entering Unmasked Estep 
Score: -46034820.000000 Penalty: 6586.871582
	Iteration 30Q: 3 clusters Score -4.603482e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34129 members 
Mstep: Class 2 contains 551231 members 
Entering Unmasked Estep 
Score: -46034804.000000 Penalty: 6586.871582
	Iteration 31Q: 3 clusters Score -4.60348e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34183 members 
Mstep: Class 2 contains 551177 members 
Entering Unmasked Estep 
Score: -46034920.000000 Penalty: 6586.871582
	Iteration 32Q: 3 clusters Score -4.603492e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34239 members 
Mstep: Class 2 contains 551121 members 
Entering Unmasked Estep 
Score: -46034948.000000 Penalty: 6586.871582
	Iteration 33Q: 3 clusters Score -4.603495e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34297 members 
Mstep: Class 2 contains 551063 members 
Entering Unmasked Estep 
Score: -46034908.000000 Penalty: 6586.871582
	Iteration 34Q: 3 clusters Score -4.603491e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34361 members 
Mstep: Class 2 contains 550999 members 
Entering Unmasked Estep 
Score: -46034948.000000 Penalty: 6586.871582
	Iteration 35Q: 3 clusters Score -4.603495e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34411 members 
Mstep: Class 2 contains 550949 members 
Entering Unmasked Estep 
Score: -46034880.000000 Penalty: 6586.871582
	Iteration 36Q: 3 clusters Score -4.603488e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34466 members 
Mstep: Class 2 contains 550894 members 
Entering Unmasked Estep 
Score: -46034892.000000 Penalty: 6586.871582
	Iteration 37Q: 3 clusters Score -4.603489e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34523 members 
Mstep: Class 2 contains 550837 members 
Entering Unmasked Estep 
Score: -46034888.000000 Penalty: 6586.871582
	Iteration 38Q: 3 clusters Score -4.603489e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34575 members 
Mstep: Class 2 contains 550785 members 
Entering Unmasked Estep 
Score: -46035000.000000 Penalty: 6586.871582
	Iteration 39Q: 3 clusters Score -4.6035e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34629 members 
Mstep: Class 2 contains 550731 members 
Entering Unmasked Estep 
Score: -46035016.000000 Penalty: 6586.871582
	Iteration 40F: 3 clusters Score -4.603502e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34686 members 
Mstep: Class 2 contains 550674 members 
Entering Unmasked Estep 
Score: -46035028.000000 Penalty: 6586.871582
	Iteration 41Q: 3 clusters Score -4.603503e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34763 members 
Mstep: Class 2 contains 550597 members 
Entering Unmasked Estep 
Score: -46035036.000000 Penalty: 6586.871582
	Iteration 42Q: 3 clusters Score -4.603504e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34853 members 
Mstep: Class 2 contains 550507 members 
Entering Unmasked Estep 
Score: -46035104.000000 Penalty: 6586.871582
	Iteration 43Q: 3 clusters Score -4.60351e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34924 members 
Mstep: Class 2 contains 550436 members 
Entering Unmasked Estep 
Score: -46035040.000000 Penalty: 6586.871582
	Iteration 44Q: 3 clusters Score -4.603504e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34994 members 
Mstep: Class 2 contains 550366 members 
Entering Unmasked Estep 
Score: -46035052.000000 Penalty: 6586.871582
	Iteration 45Q: 3 clusters Score -4.603505e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35058 members 
Mstep: Class 2 contains 550302 members 
Entering Unmasked Estep 
Score: -46035080.000000 Penalty: 6586.871582
	Iteration 46Q: 3 clusters Score -4.603508e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35125 members 
Mstep: Class 2 contains 550235 members 
Entering Unmasked Estep 
Score: -46035096.000000 Penalty: 6586.871582
	Iteration 47Q: 3 clusters Score -4.60351e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35191 members 
Mstep: Class 2 contains 550169 members 
Entering Unmasked Estep 
Score: -46035116.000000 Penalty: 6586.871582
	Iteration 48Q: 3 clusters Score -4.603512e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35242 members 
Mstep: Class 2 contains 550118 members 
Entering Unmasked Estep 
Score: -46035080.000000 Penalty: 6586.871582
	Iteration 49Q: 3 clusters Score -4.603508e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35277 members 
Mstep: Class 2 contains 550083 members 
Entering Unmasked Estep 
Score: -46035096.000000 Penalty: 6586.871582
	Iteration 50Q: 3 clusters Score -4.60351e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35295 members 
Mstep: Class 2 contains 550065 members 
Entering Unmasked Estep 
Score: -46035044.000000 Penalty: 6586.871582
	Iteration 51Q: 3 clusters Score -4.603504e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35323 members 
Mstep: Class 2 contains 550037 members 
Entering Unmasked Estep 
Score: -46035016.000000 Penalty: 6586.871582
	Iteration 52Q: 3 clusters Score -4.603502e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35358 members 
Mstep: Class 2 contains 550002 members 
Entering Unmasked Estep 
Score: -46035052.000000 Penalty: 6586.871582
	Iteration 53Q: 3 clusters Score -4.603505e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35393 members 
Mstep: Class 2 contains 549967 members 
Entering Unmasked Estep 
Score: -46035044.000000 Penalty: 6586.871582
	Iteration 54Q: 3 clusters Score -4.603504e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35423 members 
Mstep: Class 2 contains 549937 members 
Entering Unmasked Estep 
Score: -46035048.000000 Penalty: 6586.871582
	Iteration 55Q: 3 clusters Score -4.603505e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35435 members 
Mstep: Class 2 contains 549925 members 
Entering Unmasked Estep 
Score: -46035036.000000 Penalty: 6586.871582
	Iteration 56Q: 3 clusters Score -4.603504e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35455 members 
Mstep: Class 2 contains 549905 members 
Entering Unmasked Estep 
Score: -46035048.000000 Penalty: 6586.871582
	Iteration 57Q: 3 clusters Score -4.603505e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35484 members 
Mstep: Class 2 contains 549876 members 
Entering Unmasked Estep 
Score: -46035080.000000 Penalty: 6586.871582
	Iteration 58Q: 3 clusters Score -4.603508e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35508 members 
Mstep: Class 2 contains 549852 members 
Entering Unmasked Estep 
Score: -46035080.000000 Penalty: 6586.871582
	Iteration 59Q: 3 clusters Score -4.603508e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35543 members 
Mstep: Class 2 contains 549817 members 
Entering Unmasked Estep 
Score: -46035092.000000 Penalty: 6586.871582
	Iteration 60F: 3 clusters Score -4.603509e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35584 members 
Mstep: Class 2 contains 549776 members 
Entering Unmasked Estep 
Score: -46035076.000000 Penalty: 6586.871582
	Iteration 61Q: 3 clusters Score -4.603508e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35623 members 
Mstep: Class 2 contains 549737 members 
Entering Unmasked Estep 
Score: -46035072.000000 Penalty: 6586.871582
	Iteration 62Q: 3 clusters Score -4.603507e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35672 members 
Mstep: Class 2 contains 549688 members 
Entering Unmasked Estep 
Score: -46035088.000000 Penalty: 6586.871582
	Iteration 63Q: 3 clusters Score -4.603509e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35719 members 
Mstep: Class 2 contains 549641 members 
Entering Unmasked Estep 
Score: -46035088.000000 Penalty: 6586.871582
	Iteration 64Q: 3 clusters Score -4.603509e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35770 members 
Mstep: Class 2 contains 549590 members 
Entering Unmasked Estep 
Score: -46035036.000000 Penalty: 6586.871582
	Iteration 65Q: 3 clusters Score -4.603504e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35810 members 
Mstep: Class 2 contains 549550 members 
Entering Unmasked Estep 
Score: -46035072.000000 Penalty: 6586.871582
	Iteration 66Q: 3 clusters Score -4.603507e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35847 members 
Mstep: Class 2 contains 549513 members 
Entering Unmasked Estep 
Score: -46035120.000000 Penalty: 6586.871582
	Iteration 67Q: 3 clusters Score -4.603512e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35874 members 
Mstep: Class 2 contains 549486 members 
Entering Unmasked Estep 
Score: -46035148.000000 Penalty: 6586.871582
	Iteration 68Q: 3 clusters Score -4.603515e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35894 members 
Mstep: Class 2 contains 549466 members 
Entering Unmasked Estep 
Score: -46035100.000000 Penalty: 6586.871582
	Iteration 69Q: 3 clusters Score -4.60351e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35913 members 
Mstep: Class 2 contains 549447 members 
Entering Unmasked Estep 
Score: -46035140.000000 Penalty: 6586.871582
	Iteration 70Q: 3 clusters Score -4.603514e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35930 members 
Mstep: Class 2 contains 549430 members 
Entering Unmasked Estep 
Score: -46035072.000000 Penalty: 6586.871582
	Iteration 71Q: 3 clusters Score -4.603507e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35941 members 
Mstep: Class 2 contains 549419 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4.603507e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35949 members 
Mstep: Class 2 contains 549411 members 
Entering Unmasked Estep 
Score: -46035028.000000 Penalty: 6586.871582
	Iteration 73Q: 3 clusters Score -4.603503e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35963 members 
Mstep: Class 2 contains 549397 members 
Entering Unmasked Estep 
Score: -46035064.000000 Penalty: 6586.871582
	Iteration 74Q: 3 clusters Score -4.603506e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35972 members 
Mstep: Class 2 contains 549388 members 
Entering Unmasked Estep 
Score: -46035036.000000 Penalty: 6586.871582
	Iteration 75Q: 3 clusters Score -4.603504e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35999 members 
Mstep: Class 2 contains 549361 members 
Entering Unmasked Estep 
Score: -46035068.000000 Penalty: 6586.871582
	Iteration 76Q: 3 clusters Score -4.603507e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36021 members 
Mstep: Class 2 contains 549339 members 
Entering Unmasked Estep 
Score: -46035024.000000 Penalty: 6586.871582
	Iteration 77Q: 3 clusters Score -4.603502e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36039 members 
Mstep: Class 2 contains 549321 members 
Entering Unmasked Estep 
Score: -46035032.000000 Penalty: 6586.871582
	Iteration 78Q: 3 clusters Score -4.603503e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36057 members 
Mstep: Class 2 contains 549303 members 
Entering Unmasked Estep 
Score: -46035080.000000 Penalty: 6586.871582
	Iteration 79Q: 3 clusters Score -4.603508e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36076 members 
Mstep: Class 2 contains 549284 members 
Entering Unmasked Estep 
Score: -46035072.000000 Penalty: 6586.871582
	Iteration 80F: 3 clusters Score -4.603507e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36106 members 
Mstep: Class 2 contains 549254 members 
Entering Unmasked Estep 
Score: -46035052.000000 Penalty: 6586.871582
	Iteration 81Q: 3 clusters Score -4.603505e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36119 members 
Mstep: Class 2 contains 549241 members 
Entering Unmasked Estep 
Score: -46035060.000000 Penalty: 6586.871582
	Iteration 82Q: 3 clusters Score -4.603506e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36131 members 
Mstep: Class 2 contains 549229 members 
Entering Unmasked Estep 
Score: -46035024.000000 Penalty: 6586.871582
	Iteration 83Q: 3 clusters Score -4.603502e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36145 members 
Mstep: Class 2 contains 549215 members 
Entering Unmasked Estep 
Score: -46035008.000000 Penalty: 6586.871582
	Iteration 84Q: 3 clusters Score -4.603501e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36146 members 
Mstep: Class 2 contains 549214 members 
Entering Unmasked Estep 
Score: -46035040.000000 Penalty: 6586.871582
	Iteration 85Q: 3 clusters Score -4.603504e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36152 members 
Mstep: Class 2 contains 549208 members 
Entering Unmasked Estep 
Score: -46035040.000000 Penalty: 6586.871582
	Iteration 86Q: 3 clusters Score -4.603504e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36166 members 
Mstep: Class 2 contains 549194 members 
Entering Unmasked Estep 
Score: -46035040.000000 Penalty: 6586.871582
	Iteration 87Q: 3 clusters Score -4.603504e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36170 members 
Mstep: Class 2 contains 549190 members 
Entering Unmasked Estep 
Score: -46035000.000000 Penalty: 6586.871582
	Iteration 88Q: 3 clusters Score -4.6035e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36171 members 
Mstep: Class 2 contains 549189 members 
Entering Unmasked Estep 
Score: -46035032.000000 Penalty: 6586.871582
	Iteration 89Q: 3 clusters Score -4.603503e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36181 members 
Mstep: Class 2 contains 549179 members 
Entering Unmasked Estep 
Score: -46035048.000000 Penalty: 6586.871582
	Iteration 90Q: 3 clusters Score -4.603505e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36187 members 
Mstep: Class 2 contains 549173 members 
Entering Unmasked Estep 
Score: -46035064.000000 Penalty: 6586.871582
	Iteration 91Q: 3 clusters Score -4.603506e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36197 members 
Mstep: Class 2 contains 549163 members 
Entering Unmasked Estep 
Score: -46035048.000000 Penalty: 6586.871582
	Iteration 92Q: 3 clusters Score -4.603505e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36209 members 
Mstep: Class 2 contains 549151 members 
Entering Unmasked Estep 
Score: -46035036.000000 Penalty: 6586.871582
	Iteration 93Q: 3 clusters Score -4.603504e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36215 members 
Mstep: Class 2 contains 549145 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4.603503e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36217 members 
Mstep: Class 2 contains 549143 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4.603503e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36219 members 
Mstep: Class 2 contains 549141 members 
Entering Unmasked Estep 
Score: -46035044.000000 Penalty: 6586.871582
	Iteration 96Q: 3 clusters Score -4.603504e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36221 members 
Mstep: Class 2 contains 549139 members 
Entering Unmasked Estep 
Score: -46035036.000000 Penalty: 6586.871582
	Iteration 97Q: 3 clusters Score -4.603504e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36223 members 
Mstep: Class 2 contains 549137 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4.603504e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36224 members 
Mstep: Class 2 contains 549136 members 
Entering Unmasked Estep 
Score: -46035068.000000 Penalty: 6586.871582
	Iteration 99Q: 3 clusters Score -4.603507e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36229 members 
Mstep: Class 2 contains 549131 members 
Entering Unmasked Estep 
Score: -46035068.000000 Penalty: 6586.871582
	Iteration 100F: 3 clusters Score -4.603507e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36231 members 
Mstep: Class 2 contains 549129 members 
Entering Unmasked Estep 
Score: -46035080.000000 Penalty: 6586.871582
	Iteration 101Q: 3 clusters Score -4.603508e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36239 members 
Mstep: Class 2 contains 549121 members 
Entering Unmasked Estep 
Score: -46035056.000000 Penalty: 6586.871582
	Iteration 102Q: 3 clusters Score -4.603506e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36242 members 
Mstep: Class 2 contains 549118 members 
Entering Unmasked Estep 
Score: -46035064.000000 Penalty: 6586.871582
	Iteration 103Q: 3 clusters Score -4.603506e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36244 members 
Mstep: Class 2 contains 549116 members 
Entering Unmasked Estep 
Score: -46035092.000000 Penalty: 6586.871582
	Iteration 104Q: 3 clusters Score -4.603509e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36250 members 
Mstep: Class 2 contains 549110 members 
Entering Unmasked Estep 
Score: -46035060.000000 Penalty: 6586.871582
	Iteration 105Q: 3 clusters Score -4.603506e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36249 members 
Mstep: Class 2 contains 549111 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -4.603506e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36247 members 
Mstep: Class 2 contains 549113 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -4.603506e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36244 members 
Mstep: Class 2 contains 549116 members 
Entering Unmasked Estep 
Score: -46035052.000000 Penalty: 6586.871582
	Iteration 108Q: 3 clusters Score -4.603505e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36244 members 
Mstep: Class 2 contains 549116 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -4.603507e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36244 members 
Mstep: Class 2 contains 549116 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -4.603504e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36245 members 
Mstep: Class 2 contains 549115 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -4.603506e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36245 members 
Mstep: Class 2 contains 549115 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -4.603504e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36246 members 
Mstep: Class 2 contains 549114 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -4.603505e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36247 members 
Mstep: Class 2 contains 549113 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -4.603505e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36249 members 
Mstep: Class 2 contains 549111 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -4.603506e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36253 members 
Mstep: Class 2 contains 549107 members 
Entering Unmasked Estep 
Score: -46035032.000000 Penalty: 6586.871582
	Iteration 116Q: 3 clusters Score -4.603503e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36254 members 
Mstep: Class 2 contains 549106 members 
Entering Unmasked Estep 
Score: -46035052.000000 Penalty: 6586.871582
	Iteration 117Q: 3 clusters Score -4.603505e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36250 members 
Mstep: Class 2 contains 549110 members 
Entering Unmasked Estep 
Score: -46035040.000000 Penalty: 6586.871582
	Iteration 118Q: 3 clusters Score -4.603504e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36248 members 
Mstep: Class 2 contains 549112 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -4.603507e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36247 members 
Mstep: Class 2 contains 549113 members 
Entering Unmasked Estep 
Score: -46035044.000000 Penalty: 6586.871582
	Iteration 120F: 3 clusters Score -4.603504e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36244 members 
Mstep: Class 2 contains 549116 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -4.603508e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36244 members 
Mstep: Class 2 contains 549116 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -4.603508e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36251 members 
Mstep: Class 2 contains 549109 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -4.603509e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36257 members 
Mstep: Class 2 contains 549103 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -4.603509e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36262 members 
Mstep: Class 2 contains 549098 members 
Entering Unmasked Estep 
Score: -46035088.000000 Penalty: 6586.871582
	Iteration 125Q: 3 clusters Score -4.603509e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36266 members 
Mstep: Class 2 contains 549094 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -4.603508e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36268 members 
Mstep: Class 2 contains 549092 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -4.603507e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36269 members 
Mstep: Class 2 contains 549091 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -4.603506e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36270 members 
Mstep: Class 2 contains 549090 members 
Entering Unmasked Estep 
Score: -46035084.000000 Penalty: 6586.871582
	Iteration 129Q: 3 clusters Score -4.603508e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36270 members 
Mstep: Class 2 contains 549090 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -4.603508e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36276 members 
Mstep: Class 2 contains 549084 members 
Entering Unmasked Estep 
Score: -46035056.000000 Penalty: 6586.871582
	Iteration 131Q: 3 clusters Score -4.603506e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36280 members 
Mstep: Class 2 contains 549080 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -4.603504e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36283 members 
Mstep: Class 2 contains 549077 members 
Entering Unmasked Estep 
Score: -46035064.000000 Penalty: 6586.871582
	Iteration 133Q: 3 clusters Score -4.603506e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36285 members 
Mstep: Class 2 contains 549075 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -4.603507e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36288 members 
Mstep: Class 2 contains 549072 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -4.603506e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36288 members 
Mstep: Class 2 contains 549072 members 
Entering Unmasked Estep 
Score: -46035056.000000 Penalty: 6586.871582
	Iteration 136Q: 3 clusters Score -4.603506e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36290 members 
Mstep: Class 2 contains 549070 members 
Entering Unmasked Estep 
Score: -46035044.000000 Penalty: 6586.871582
	Iteration 137Q: 3 clusters Score -4.603504e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36290 members 
Mstep: Class 2 contains 549070 members 
Entering Unmasked Estep 
Score: -46035084.000000 Penalty: 6586.871582
	Iteration 138Q: 3 clusters Score -4.603508e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36292 members 
Mstep: Class 2 contains 549068 members 
Entering Unmasked Estep 
Score: -46035044.000000 Penalty: 6586.871582
	Iteration 139Q: 3 clusters Score -4.603504e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36295 members 
Mstep: Class 2 contains 549065 members 
Entering Unmasked Estep 
Score: -46035008.000000 Penalty: 6586.871582
	Iteration 140F: 3 clusters Score -4.603501e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36300 members 
Mstep: Class 2 contains 549060 members 
Entering Unmasked Estep 
Score: -46035008.000000 Penalty: 6586.871582
	Iteration 141Q: 3 clusters Score -4.603501e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36299 members 
Mstep: Class 2 contains 549061 members 
Entering Unmasked Estep 
Score: -46034992.000000 Penalty: 6586.871582
	Iteration 142Q: 3 clusters Score -4.603499e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36297 members 
Mstep: Class 2 contains 549063 members 
Entering Unmasked Estep 
Score: -46035004.000000 Penalty: 6586.871582
	Iteration 143Q: 3 clusters Score -4.6035e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36296 members 
Mstep: Class 2 contains 549064 members 
Entering Unmasked Estep 
Score: -46035000.000000 Penalty: 6586.871582
	Iteration 144Q: 3 clusters Score -4.6035e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36297 members 
Mstep: Class 2 contains 549063 members 
Entering Unmasked Estep 
Score: -46035004.000000 Penalty: 6586.871582
	Iteration 145Q: 3 clusters Score -4.6035e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36300 members 
Mstep: Class 2 contains 549060 members 
Entering Unmasked Estep 
Score: -46035000.000000 Penalty: 6586.871582
	Iteration 146Q: 3 clusters Score -4.6035e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36303 members 
Mstep: Class 2 contains 549057 members 
Entering Unmasked Estep 
Score: -46035008.000000 Penalty: 6586.871582
	Iteration 147Q: 3 clusters Score -4.603501e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36305 members 
Mstep: Class 2 contains 549055 members 
Entering Unmasked Estep 
Score: -46035016.000000 Penalty: 6586.871582
	Iteration 148Q: 3 clusters Score -4.603502e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36305 members 
Mstep: Class 2 contains 549055 members 
Entering Unmasked Estep 
Score: -46035052.000000 Penalty: 6586.871582
	Iteration 149Q: 3 clusters Score -4.603505e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36304 members 
Mstep: Class 2 contains 549056 members 
Entering Unmasked Estep 
Score: -46035036.000000 Penalty: 6586.871582
	Iteration 150Q: 3 clusters Score -4.603504e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36309 members 
Mstep: Class 2 contains 549051 members 
Entering Unmasked Estep 
Score: -46035032.000000 Penalty: 6586.871582
	Iteration 151Q: 3 clusters Score -4.603503e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36310 members 
Mstep: Class 2 contains 549050 members 
Entering Unmasked Estep 
Score: -46035020.000000 Penalty: 6586.871582
	Iteration 152Q: 3 clusters Score -4.603502e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36311 members 
Mstep: Class 2 contains 549049 members 
Entering Unmasked Estep 
Score: -46035024.000000 Penalty: 6586.871582
	Iteration 153Q: 3 clusters Score -4.603502e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36312 members 
Mstep: Class 2 contains 549048 members 
Entering Unmasked Estep 
Score: -46035052.000000 Penalty: 6586.871582
	Iteration 154Q: 3 clusters Score -4.603505e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36309 members 
Mstep: Class 2 contains 549051 members 
Entering Unmasked Estep 
Score: -46035036.000000 Penalty: 6586.871582
	Iteration 155Q: 3 clusters Score -4.603504e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36309 members 
Mstep: Class 2 contains 549051 members 
Entering Unmasked Estep 
Score: -46035016.000000 Penalty: 6586.871582
	Iteration 156Q: 3 clusters Score -4.603502e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36308 members 
Mstep: Class 2 contains 549052 members 
Entering Unmasked Estep 
Score: -46035028.000000 Penalty: 6586.871582
	Iteration 157Q: 3 clusters Score -4.603503e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36303 members 
Mstep: Class 2 contains 549057 members 
Entering Unmasked Estep 
Score: -46035064.000000 Penalty: 6586.871582
	Iteration 158Q: 3 clusters Score -4.603506e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36298 members 
Mstep: Class 2 contains 549062 members 
Entering Unmasked Estep 
Score: -46035040.000000 Penalty: 6586.871582
	Iteration 159Q: 3 clusters Score -4.603504e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36296 members 
Mstep: Class 2 contains 549064 members 
Entering Unmasked Estep 
Score: -46035052.000000 Penalty: 6586.871582
	Iteration 160F: 3 clusters Score -4.603505e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36295 members 
Mstep: Class 2 contains 549065 members 
Entering Unmasked Estep 
Score: -46035068.000000 Penalty: 6586.871582
	Iteration 161Q: 3 clusters Score -4.603507e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36291 members 
Mstep: Class 2 contains 549069 members 
Entering Unmasked Estep 
Score: -46035064.000000 Penalty: 6586.871582
	Iteration 162Q: 3 clusters Score -4.603506e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36287 members 
Mstep: Class 2 contains 549073 members 
Entering Unmasked Estep 
Score: -46035044.000000 Penalty: 6586.871582
	Iteration 163Q: 3 clusters Score -4.603504e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36284 members 
Mstep: Class 2 contains 549076 members 
Entering Unmasked Estep 
Score: -46035020.000000 Penalty: 6586.871582
	Iteration 164Q: 3 clusters Score -4.603502e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36279 members 
Mstep: Class 2 contains 549081 members 
Entering Unmasked Estep 
Score: -46035024.000000 Penalty: 6586.871582
	Iteration 165Q: 3 clusters Score -4.603502e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36279 members 
Mstep: Class 2 contains 549081 members 
Entering Unmasked Estep 
Score: -46035024.000000 Penalty: 6586.871582
	Iteration 166Q: 3 clusters Score -4.603502e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36277 members 
Mstep: Class 2 contains 549083 members 
Entering Unmasked Estep 
Score: -46035020.000000 Penalty: 6586.871582
	Iteration 167Q: 3 clusters Score -4.603502e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36275 members 
Mstep: Class 2 contains 549085 members 
Entering Unmasked Estep 
Score: -46035016.000000 Penalty: 6586.871582
	Iteration 168Q: 3 clusters Score -4.603502e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36269 members 
Mstep: Class 2 contains 549091 members 
Entering Unmasked Estep 
Score: -46035032.000000 Penalty: 6586.871582
	Iteration 169Q: 3 clusters Score -4.603503e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36266 members 
Mstep: Class 2 contains 549094 members 
Entering Unmasked Estep 
Score: -46035064.000000 Penalty: 6586.871582
	Iteration 170Q: 3 clusters Score -4.603506e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36264 members 
Mstep: Class 2 contains 549096 members 
Entering Unmasked Estep 
Score: -46035060.000000 Penalty: 6586.871582
	Iteration 171Q: 3 clusters Score -4.603506e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36265 members 
Mstep: Class 2 contains 549095 members 
Entering Unmasked Estep 
Score: -46035040.000000 Penalty: 6586.871582
	Iteration 172Q: 3 clusters Score -4.603504e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36262 members 
Mstep: Class 2 contains 549098 members 
Entering Unmasked Estep 
Score: -46035072.000000 Penalty: 6586.871582
	Iteration 173Q: 3 clusters Score -4.603507e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36259 members 
Mstep: Class 2 contains 549101 members 
Entering Unmasked Estep 
Score: -46035072.000000 Penalty: 6586.871582
	Iteration 174Q: 3 clusters Score -4.603507e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36259 members 
Mstep: Class 2 contains 549101 members 
Entering Unmasked Estep 
Score: -46035080.000000 Penalty: 6586.871582
	Iteration 175Q: 3 clusters Score -4.603508e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36258 members 
Mstep: Class 2 contains 549102 members 
Entering Unmasked Estep 
Score: -46035076.000000 Penalty: 6586.871582
	Iteration 176Q: 3 clusters Score -4.603508e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36254 members 
Mstep: Class 2 contains 549106 members 
Entering Unmasked Estep 
Score: -46035076.000000 Penalty: 6586.871582
	Iteration 177Q: 3 clusters Score -4.603508e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36248 members 
Mstep: Class 2 contains 549112 members 
Entering Unmasked Estep 
Score: -46035056.000000 Penalty: 6586.871582
	Iteration 178Q: 3 clusters Score -4.603506e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36252 members 
Mstep: Class 2 contains 549108 members 
Entering Unmasked Estep 
Score: -46035064.000000 Penalty: 6586.871582
	Iteration 179Q: 3 clusters Score -4.603506e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36251 members 
Mstep: Class 2 contains 549109 members 
Entering Unmasked Estep 
Score: -46035060.000000 Penalty: 6586.871582
	Iteration 180F: 3 clusters Score -4.603506e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36250 members 
Mstep: Class 2 contains 549110 members 
Entering Unmasked Estep 
Score: -46035060.000000 Penalty: 6586.871582
	Iteration 181Q: 3 clusters Score -4.603506e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36245 members 
Mstep: Class 2 contains 549115 members 
Entering Unmasked Estep 
Score: -46035032.000000 Penalty: 6586.871582
	Iteration 182Q: 3 clusters Score -4.603503e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36246 members 
Mstep: Class 2 contains 549114 members 
Entering Unmasked Estep 
Score: -46035052.000000 Penalty: 6586.871582
	Iteration 183Q: 3 clusters Score -4.603505e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36252 members 
Mstep: Class 2 contains 549108 members 
Entering Unmasked Estep 
Score: -46035064.000000 Penalty: 6586.871582
	Iteration 184Q: 3 clusters Score -4.603506e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36259 members 
Mstep: Class 2 contains 549101 members 
Entering Unmasked Estep 
Score: -46035100.000000 Penalty: 6586.871582
	Iteration 185Q: 3 clusters Score -4.60351e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36263 members 
Mstep: Class 2 contains 549097 members 
Entering Unmasked Estep 
Score: -46035060.000000 Penalty: 6586.871582
	Iteration 186Q: 3 clusters Score -4.603506e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36258 members 
Mstep: Class 2 contains 549102 members 
Entering Unmasked Estep 
Score: -46035056.000000 Penalty: 6586.871582
	Iteration 187Q: 3 clusters Score -4.603506e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36254 members 
Mstep: Class 2 contains 549106 members 
Entering Unmasked Estep 
Score: -46035048.000000 Penalty: 6586.871582
	Iteration 188Q: 3 clusters Score -4.603505e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36252 members 
Mstep: Class 2 contains 549108 members 
Entering Unmasked Estep 
Score: -46035064.000000 Penalty: 6586.871582
	Iteration 189Q: 3 clusters Score -4.603506e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36248 members 
Mstep: Class 2 contains 549112 members 
Entering Unmasked Estep 
Score: -46035052.000000 Penalty: 6586.871582
	Iteration 190Q: 3 clusters Score -4.603505e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36239 members 
Mstep: Class 2 contains 549121 members 
Entering Unmasked Estep 
Score: -46035044.000000 Penalty: 6586.871582
	Iteration 191Q: 3 clusters Score -4.603504e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36229 members 
Mstep: Class 2 contains 549131 members 
Entering Unmasked Estep 
Score: -46035028.000000 Penalty: 6586.871582
	Iteration 192Q: 3 clusters Score -4.603503e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36220 members 
Mstep: Class 2 contains 549140 members 
Entering Unmasked Estep 
Score: -46035040.000000 Penalty: 6586.871582
	Iteration 193Q: 3 clusters Score -4.603504e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36216 members 
Mstep: Class 2 contains 549144 members 
Entering Unmasked Estep 
Score: -46035020.000000 Penalty: 6586.871582
	Iteration 194Q: 3 clusters Score -4.603502e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36215 members 
Mstep: Class 2 contains 549145 members 
Entering Unmasked Estep 
Score: -46035052.000000 Penalty: 6586.871582
	Iteration 195Q: 3 clusters Score -4.603505e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36220 members 
Mstep: Class 2 contains 549140 members 
Entering Unmasked Estep 
Score: -46035048.000000 Penalty: 6586.871582
	Iteration 196Q: 3 clusters Score -4.603505e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36222 members 
Mstep: Class 2 contains 549138 members 
Entering Unmasked Estep 
Score: -46035044.000000 Penalty: 6586.871582
	Iteration 197Q: 3 clusters Score -4.603504e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36222 members 
Mstep: Class 2 contains 549138 members 
Entering Unmasked Estep 
Score: -46035048.000000 Penalty: 6586.871582
	Iteration 198Q: 3 clusters Score -4.603505e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36223 members 
Mstep: Class 2 contains 549137 members 
Entering Unmasked Estep 
Score: -46035036.000000 Penalty: 6586.871582
	Iteration 199Q: 3 clusters Score -4.603504e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36222 members 
Mstep: Class 2 contains 549138 members 
Entering Unmasked Estep 
Score: -46035060.000000 Penalty: 6586.871582
	Iteration 200F: 3 clusters Score -4.603506e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36221 members 
Mstep: Class 2 contains 549139 members 
Entering Unmasked Estep 
Score: -46035044.000000 Penalty: 6586.871582
	Iteration 201Q: 3 clusters Score -4.603504e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36222 members 
Mstep: Class 2 contains 549138 members 
Entering Unmasked Estep 
Score: -46035044.000000 Penalty: 6586.871582
	Iteration 202Q: 3 clusters Score -4.603504e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36221 members 
Mstep: Class 2 contains 549139 members 
Entering Unmasked Estep 
Score: -46035064.000000 Penalty: 6586.871582
	Iteration 203Q: 3 clusters Score -4.603506e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36220 members 
Mstep: Class 2 contains 549140 members 
Entering Unmasked Estep 
Score: -46035036.000000 Penalty: 6586.871582
	Iteration 204Q: 3 clusters Score -4.603504e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36221 members 
Mstep: Class 2 contains 549139 members 
Entering Unmasked Estep 
Score: -46035060.000000 Penalty: 6586.871582
	Iteration 205Q: 3 clusters Score -4.603506e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36224 members 
Mstep: Class 2 contains 549136 members 
Entering Unmasked Estep 
Score: -46035084.000000 Penalty: 6586.871582
	Iteration 206Q: 3 clusters Score -4.603508e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36227 members 
Mstep: Class 2 contains 549133 members 
Entering Unmasked Estep 
Score: -46035056.000000 Penalty: 6586.871582
	Iteration 207Q: 3 clusters Score -4.603506e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36229 members 
Mstep: Class 2 contains 549131 members 
Entering Unmasked Estep 
Score: -46035068.000000 Penalty: 6586.871582
	Iteration 208Q: 3 clusters Score -4.603507e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36227 members 
Mstep: Class 2 contains 549133 members 
Entering Unmasked Estep 
Score: -46035092.000000 Penalty: 6586.871582
	Iteration 209Q: 3 clusters Score -4.603509e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36229 members 
Mstep: Class 2 contains 549131 members 
Entering Unmasked Estep 
Score: -46035104.000000 Penalty: 6586.871582
	Iteration 210Q: 3 clusters Score -4.60351e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36228 members 
Mstep: Class 2 contains 549132 members 
Entering Unmasked Estep 
Score: -46035092.000000 Penalty: 6586.871582
	Iteration 211Q: 3 clusters Score -4.603509e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36228 members 
Mstep: Class 2 contains 549132 members 
Entering Unmasked Estep 
Score: -46035080.000000 Penalty: 6586.871582
	Iteration 212Q: 3 clusters Score -4.603508e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36229 members 
Mstep: Class 2 contains 549131 members 
Entering Unmasked Estep 
Score: -46035068.000000 Penalty: 6586.871582
	Iteration 213Q: 3 clusters Score -4.603507e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36228 members 
Mstep: Class 2 contains 549132 members 
Entering Unmasked Estep 
Score: -46035100.000000 Penalty: 6586.871582
	Iteration 214Q: 3 clusters Score -4.60351e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36222 members 
Mstep: Class 2 contains 549138 members 
Entering Unmasked Estep 
Score: -46035080.000000 Penalty: 6586.871582
	Iteration 215Q: 3 clusters Score -4.603508e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36216 members 
Mstep: Class 2 contains 549144 members 
Entering Unmasked Estep 
Score: -46035116.000000 Penalty: 6586.871582
	Iteration 216Q: 3 clusters Score -4.603512e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36208 members 
Mstep: Class 2 contains 549152 members 
Entering Unmasked Estep 
Score: -46035096.000000 Penalty: 6586.871582
	Iteration 217Q: 3 clusters Score -4.60351e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36207 members 
Mstep: Class 2 contains 549153 members 
Entering Unmasked Estep 
Score: -46035088.000000 Penalty: 6586.871582
	Iteration 218Q: 3 clusters Score -4.603509e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36204 members 
Mstep: Class 2 contains 549156 members 
Entering Unmasked Estep 
Score: -46035072.000000 Penalty: 6586.871582
	Iteration 219Q: 3 clusters Score -4.603507e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36202 members 
Mstep: Class 2 contains 549158 members 
Entering Unmasked Estep 
Score: -46035092.000000 Penalty: 6586.871582
	Iteration 220F: 3 clusters Score -4.603509e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36204 members 
Mstep: Class 2 contains 549156 members 
Entering Unmasked Estep 
Score: -46035088.000000 Penalty: 6586.871582
	Iteration 221Q: 3 clusters Score -4.603509e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36200 members 
Mstep: Class 2 contains 549160 members 
Entering Unmasked Estep 
Score: -46035084.000000 Penalty: 6586.871582
	Iteration 222Q: 3 clusters Score -4.603508e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36198 members 
Mstep: Class 2 contains 549162 members 
Entering Unmasked Estep 
Score: -46035080.000000 Penalty: 6586.871582
	Iteration 223Q: 3 clusters Score -4.603508e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36196 members 
Mstep: Class 2 contains 549164 members 
Entering Unmasked Estep 
Score: -46035072.000000 Penalty: 6586.871582
	Iteration 224Q: 3 clusters Score -4.603507e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36196 members 
Mstep: Class 2 contains 549164 members 
Entering Unmasked Estep 
Score: -46035080.000000 Penalty: 6586.871582
	Iteration 225Q: 3 clusters Score -4.603508e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36195 members 
Mstep: Class 2 contains 549165 members 
Entering Unmasked Estep 
Score: -46035064.000000 Penalty: 6586.871582
	Iteration 226Q: 3 clusters Score -4.603506e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36195 members 
Mstep: Class 2 contains 549165 members 
Entering Unmasked Estep 
Score: -46035060.000000 Penalty: 6586.871582
	Iteration 227Q: 3 clusters Score -4.603506e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36195 members 
Mstep: Class 2 contains 549165 members 
Entering Unmasked Estep 
Score: -46035060.000000 Penalty: 6586.871582
	Iteration 228F: 3 clusters Score -4.603506e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 3457 members 
Mstep: Class 3 contains 8476 members 
Mstep: Class 4 contains 3083 members 
Mstep: Class 5 contains 17958 members 
Mstep: Class 6 contains 29390 members 
Mstep: Class 7 contains 19411 members 
Mstep: Class 8 contains 6240 members 
Mstep: Class 9 contains 75162 members 
Mstep: Class 10 contains 71543 members 
Mstep: Class 11 contains 4951 members 
Mstep: Class 12 contains 8856 members 
Mstep: Class 13 contains 14271 members 
Mstep: Class 14 contains 4811 members 
Mstep: Class 15 contains 7842 members 
Mstep: Class 16 contains 6146 members 
Mstep: Class 17 contains 153494 members 
Mstep: Class 18 contains 7426 members 
Mstep: Class 19 contains 39645 members 
Mstep: Class 20 contains 25544 members 
Mstep: Class 21 contains 7246 members 
Mstep: Class 22 contains 4092 members 
Mstep: Class 23 contains 66044 members 
Mstep: Class 24 contains 4472 members 
Mstep: Class 25 contains 5147 members 
Mstep: Class 26 contains 64569 members 
Mstep: Class 27 contains 4510 members 
Mstep: Class 28 contains 122260 members 
Mstep: Class 29 contains 13685 members 
Mstep: Class 30 contains 45865 members 
Mstep: Class 31 contains 15995 members 
Mstep: Class 32 contains 1227 members 
Mstep: Class 33 contains 5317 members 
Mstep: Class 34 contains 36195 members 
Mstep: Class 35 contains 549165 members 
Entering Unmasked Estep 
Score: -111977960.000000 Penalty: 123221.835938
Splitting cluster 34 changes total score from -111972664.000000 to -111977960.000000
So it's getting split into cluster 35.
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 3457 members 
Mstep: Class 3 contains 8476 members 
Mstep: Class 4 contains 3083 members 
Mstep: Class 5 contains 17958 members 
Mstep: Class 6 contains 29390 members 
Mstep: Class 7 contains 19411 members 
Mstep: Class 8 contains 6240 members 
Mstep: Class 9 contains 75162 members 
Mstep: Class 10 contains 71543 members 
Mstep: Class 11 contains 4951 members 
Mstep: Class 12 contains 8856 members 
Mstep: Class 13 contains 14271 members 
Mstep: Class 14 contains 4811 members 
Mstep: Class 15 contains 7842 members 
Mstep: Class 16 contains 6146 members 
Mstep: Class 17 contains 153494 members 
Mstep: Class 18 contains 7426 members 
Mstep: Class 19 contains 39645 members 
Mstep: Class 20 contains 25544 members 
Mstep: Class 21 contains 7246 members 
Mstep: Class 22 contains 4092 members 
Mstep: Class 23 contains 66044 members 
Mstep: Class 24 contains 4472 members 
Mstep: Class 25 contains 5147 members 
Mstep: Class 26 contains 64569 members 
Mstep: Class 27 contains 4510 members 
Mstep: Class 28 contains 122260 members 
Mstep: Class 29 contains 13685 members 
Mstep: Class 30 contains 45865 members 
Mstep: Class 31 contains 15995 members 
Mstep: Class 32 contains 1227 members 
Mstep: Class 33 contains 5317 members 
Mstep: Class 34 contains 36195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111978824.000000 Penalty: 123221.835938
Iteration 199Q: 36 clusters Score -1.119788e+08 nChanged 4574
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 3457 members 
Mstep: Class 3 contains 8478 members 
Mstep: Class 4 contains 3134 members 
Mstep: Class 5 contains 18034 members 
Mstep: Class 6 contains 29527 members 
Mstep: Class 7 contains 19511 members 
Mstep: Class 8 contains 6257 members 
Mstep: Class 9 contains 75272 members 
Mstep: Class 10 contains 71492 members 
Mstep: Class 11 contains 5207 members 
Mstep: Class 12 contains 8856 members 
Mstep: Class 13 contains 14338 members 
Mstep: Class 14 contains 4809 members 
Mstep: Class 15 contains 7841 members 
Mstep: Class 16 contains 6146 members 
Mstep: Class 17 contains 153491 members 
Mstep: Class 18 contains 7427 members 
Mstep: Class 19 contains 39644 members 
Mstep: Class 20 contains 25669 members 
Mstep: Class 21 contains 7244 members 
Mstep: Class 22 contains 4093 members 
Mstep: Class 23 contains 66906 members 
Mstep: Class 24 contains 4475 members 
Mstep: Class 25 contains 5166 members 
Mstep: Class 26 contains 64545 members 
Mstep: Class 27 contains 4510 members 
Mstep: Class 28 contains 122657 members 
Mstep: Class 29 contains 13720 members 
Mstep: Class 30 contains 46088 members 
Mstep: Class 31 contains 16382 members 
Mstep: Class 32 contains 1228 members 
Mstep: Class 33 contains 5317 members 
Mstep: Class 34 contains 36256 members 
Mstep: Class 35 contains 546219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111979576.000000 Penalty: 123221.835938
Iteration 200F: 36 clusters Score -1.119796e+08 nChanged 8416
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 3457 members 
Mstep: Class 3 contains 8477 members 
Mstep: Class 4 contains 3148 members 
Mstep: Class 5 contains 17798 members 
Mstep: Class 6 contains 29316 members 
Mstep: Class 7 contains 19390 members 
Mstep: Class 8 contains 6236 members 
Mstep: Class 9 contains 72913 members 
Mstep: Class 10 contains 71340 members 
Mstep: Class 11 contains 5351 members 
Mstep: Class 12 contains 8856 members 
Mstep: Class 13 contains 14310 members 
Mstep: Class 14 contains 4809 members 
Mstep: Class 15 contains 7841 members 
Mstep: Class 16 contains 6146 members 
Mstep: Class 17 contains 153482 members 
Mstep: Class 18 contains 7430 members 
Mstep: Class 19 contains 39652 members 
Mstep: Class 20 contains 25451 members 
Mstep: Class 21 contains 7244 members 
Mstep: Class 22 contains 4080 members 
Mstep: Class 23 contains 67126 members 
Mstep: Class 24 contains 4478 members 
Mstep: Class 25 contains 5127 members 
Mstep: Class 26 contains 64230 members 
Mstep: Class 27 contains 4510 members 
Mstep: Class 28 contains 122203 members 
Mstep: Class 29 contains 13609 members 
Mstep: Class 30 contains 45778 members 
Mstep: Class 31 contains 16722 members 
Mstep: Class 32 contains 1226 members 
Mstep: Class 33 contains 5317 members 
Mstep: Class 34 contains 36538 members 
Mstep: Class 35 contains 549898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111979768.000000 Penalty: 123221.835938
Iteration 201Q: 36 clusters Score -1.119798e+08 nChanged 5933
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 3456 members 
Mstep: Class 3 contains 8471 members 
Mstep: Class 4 contains 3165 members 
Mstep: Class 5 contains 17629 members 
Mstep: Class 6 contains 29135 members 
Mstep: Class 7 contains 19333 members 
Mstep: Class 8 contains 6243 members 
Mstep: Class 9 contains 71237 members 
Mstep: Class 10 contains 71244 members 
Mstep: Class 11 contains 5449 members 
Mstep: Class 12 contains 8855 members 
Mstep: Class 13 contains 14295 members 
Mstep: Class 14 contains 4810 members 
Mstep: Class 15 contains 7842 members 
Mstep: Class 16 contains 6146 members 
Mstep: Class 17 contains 153487 members 
Mstep: Class 18 contains 7430 members 
Mstep: Class 19 contains 39643 members 
Mstep: Class 20 contains 25284 members 
Mstep: Class 21 contains 7226 members 
Mstep: Class 22 contains 4075 members 
Mstep: Class 23 contains 67344 members 
Mstep: Class 24 contains 4476 members 
Mstep: Class 25 contains 5106 members 
Mstep: Class 26 contains 64045 members 
Mstep: Class 27 contains 4510 members 
Mstep: Class 28 contains 121879 members 
Mstep: Class 29 contains 13551 members 
Mstep: Class 30 contains 45545 members 
Mstep: Class 31 contains 17045 members 
Mstep: Class 32 contains 1226 members 
Mstep: Class 33 contains 5317 members 
Mstep: Class 34 contains 37161 members 
Mstep: Class 35 contains 551896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111979800.000000 Penalty: 123221.835938
Iteration 202Q: 36 clusters Score -1.119798e+08 nChanged 4900
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 3456 members 
Mstep: Class 3 contains 8464 members 
Mstep: Class 4 contains 3170 members 
Mstep: Class 5 contains 17484 members 
Mstep: Class 6 contains 29016 members 
Mstep: Class 7 contains 19295 members 
Mstep: Class 8 contains 6249 members 
Mstep: Class 9 contains 70034 members 
Mstep: Class 10 contains 71173 members 
Mstep: Class 11 contains 5537 members 
Mstep: Class 12 contains 8855 members 
Mstep: Class 13 contains 14292 members 
Mstep: Class 14 contains 4809 members 
Mstep: Class 15 contains 7841 members 
Mstep: Class 16 contains 6146 members 
Mstep: Class 17 contains 153490 members 
Mstep: Class 18 contains 7431 members 
Mstep: Class 19 contains 39642 members 
Mstep: Class 20 contains 25151 members 
Mstep: Class 21 contains 7191 members 
Mstep: Class 22 contains 4064 members 
Mstep: Class 23 contains 67591 members 
Mstep: Class 24 contains 4478 members 
Mstep: Class 25 contains 5086 members 
Mstep: Class 26 contains 63917 members 
Mstep: Class 27 contains 4510 members 
Mstep: Class 28 contains 121623 members 
Mstep: Class 29 contains 13510 members 
Mstep: Class 30 contains 45389 members 
Mstep: Class 31 contains 17327 members 
Mstep: Class 32 contains 1226 members 
Mstep: Class 33 contains 5317 members 
Mstep: Class 34 contains 37973 members 
Mstep: Class 35 contains 552876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111980584.000000 Penalty: 123221.835938
Iteration 203Q: 36 clusters Score -1.119806e+08 nChanged 4171
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 3456 members 
Mstep: Class 3 contains 8459 members 
Mstep: Class 4 contains 3173 members 
Mstep: Class 5 contains 17350 members 
Mstep: Class 6 contains 28913 members 
Mstep: Class 7 contains 19269 members 
Mstep: Class 8 contains 6256 members 
Mstep: Class 9 contains 69139 members 
Mstep: Class 10 contains 71124 members 
Mstep: Class 11 contains 5614 members 
Mstep: Class 12 contains 8855 members 
Mstep: Class 13 contains 14289 members 
Mstep: Class 14 contains 4807 members 
Mstep: Class 15 contains 7840 members 
Mstep: Class 16 contains 6146 members 
Mstep: Class 17 contains 153489 members 
Mstep: Class 18 contains 7430 members 
Mstep: Class 19 contains 39642 members 
Mstep: Class 20 contains 25044 members 
Mstep: Class 21 contains 7151 members 
Mstep: Class 22 contains 4064 members 
Mstep: Class 23 contains 67816 members 
Mstep: Class 24 contains 4478 members 
Mstep: Class 25 contains 5056 members 
Mstep: Class 26 contains 63847 members 
Mstep: Class 27 contains 4510 members 
Mstep: Class 28 contains 121388 members 
Mstep: Class 29 contains 13493 members 
Mstep: Class 30 contains 45252 members 
Mstep: Class 31 contains 17587 members 
Mstep: Class 32 contains 1227 members 
Mstep: Class 33 contains 5317 members 
Mstep: Class 34 contains 38842 members 
Mstep: Class 35 contains 553336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111980928.000000 Penalty: 123221.835938
Iteration 204Q: 36 clusters Score -1.119809e+08 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 3456 members 
Mstep: Class 3 contains 8459 members 
Mstep: Class 4 contains 3171 members 
Mstep: Class 5 contains 17258 members 
Mstep: Class 6 contains 28845 members 
Mstep: Class 7 contains 19251 members 
Mstep: Class 8 contains 6254 members 
Mstep: Class 9 contains 68481 members 
Mstep: Class 10 contains 71085 members 
Mstep: Class 11 contains 5694 members 
Mstep: Class 12 contains 8855 members 
Mstep: Class 13 contains 14283 members 
Mstep: Class 14 contains 4808 members 
Mstep: Class 15 contains 7838 members 
Mstep: Class 16 contains 6146 members 
Mstep: Class 17 contains 153490 members 
Mstep: Class 18 contains 7431 members 
Mstep: Class 19 contains 39632 members 
Mstep: Class 20 contains 24941 members 
Mstep: Class 21 contains 7117 members 
Mstep: Class 22 contains 4068 members 
Mstep: Class 23 contains 68074 members 
Mstep: Class 24 contains 4480 members 
Mstep: Class 25 contains 5039 members 
Mstep: Class 26 contains 63771 members 
Mstep: Class 27 contains 4510 members 
Mstep: Class 28 contains 121184 members 
Mstep: Class 29 contains 13485 members 
Mstep: Class 30 contains 45133 members 
Mstep: Class 31 contains 17849 members 
Mstep: Class 32 contains 1227 members 
Mstep: Class 33 contains 5317 members 
Mstep: Class 34 contains 39796 members 
Mstep: Class 35 contains 553253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111981304.000000 Penalty: 123221.835938
Iteration 205Q: 36 clusters Score -1.119813e+08 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 3456 members 
Mstep: Class 3 contains 8456 members 
Mstep: Class 4 contains 3166 members 
Mstep: Class 5 contains 17178 members 
Mstep: Class 6 contains 28797 members 
Mstep: Class 7 contains 19231 members 
Mstep: Class 8 contains 6254 members 
Mstep: Class 9 contains 67927 members 
Mstep: Class 10 contains 71035 members 
Mstep: Class 11 contains 5761 members 
Mstep: Class 12 contains 8855 members 
Mstep: Class 13 contains 14276 members 
Mstep: Class 14 contains 4810 members 
Mstep: Class 15 contains 7836 members 
Mstep: Class 16 contains 6146 members 
Mstep: Class 17 contains 153495 members 
Mstep: Class 18 contains 7433 members 
Mstep: Class 19 contains 39637 members 
Mstep: Class 20 contains 24856 members 
Mstep: Class 21 contains 7092 members 
Mstep: Class 22 contains 4065 members 
Mstep: Class 23 contains 68305 members 
Mstep: Class 24 contains 4482 members 
Mstep: Class 25 contains 5025 members 
Mstep: Class 26 contains 63701 members 
Mstep: Class 27 contains 4510 members 
Mstep: Class 28 contains 121031 members 
Mstep: Class 29 contains 13477 members 
Mstep: Class 30 contains 45026 members 
Mstep: Class 31 contains 18094 members 
Mstep: Class 32 contains 1227 members 
Mstep: Class 33 contains 5317 members 
Mstep: Class 34 contains 40771 members 
Mstep: Class 35 contains 552972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111981448.000000 Penalty: 123221.835938
Iteration 206Q: 36 clusters Score -1.119814e+08 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 3456 members 
Mstep: Class 3 contains 8456 members 
Mstep: Class 4 contains 3162 members 
Mstep: Class 5 contains 17091 members 
Mstep: Class 6 contains 28752 members 
Mstep: Class 7 contains 19222 members 
Mstep: Class 8 contains 6267 members 
Mstep: Class 9 contains 67483 members 
Mstep: Class 10 contains 70993 members 
Mstep: Class 11 contains 5816 members 
Mstep: Class 12 contains 8855 members 
Mstep: Class 13 contains 14274 members 
Mstep: Class 14 contains 4810 members 
Mstep: Class 15 contains 7836 members 
Mstep: Class 16 contains 6146 members 
Mstep: Class 17 contains 153494 members 
Mstep: Class 18 contains 7434 members 
Mstep: Class 19 contains 39631 members 
Mstep: Class 20 contains 24796 members 
Mstep: Class 21 contains 7062 members 
Mstep: Class 22 contains 4064 members 
Mstep: Class 23 contains 68547 members 
Mstep: Class 24 contains 4482 members 
Mstep: Class 25 contains 5014 members 
Mstep: Class 26 contains 63656 members 
Mstep: Class 27 contains 4510 members 
Mstep: Class 28 contains 120901 members 
Mstep: Class 29 contains 13471 members 
Mstep: Class 30 contains 44916 members 
Mstep: Class 31 contains 18310 members 
Mstep: Class 32 contains 1226 members 
Mstep: Class 33 contains 5317 members 
Mstep: Class 34 contains 41778 members 
Mstep: Class 35 contains 552499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111981984.000000 Penalty: 123221.835938
Iteration 207Q: 36 clusters Score -1.11982e+08 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 3456 members 
Mstep: Class 3 contains 8454 members 
Mstep: Class 4 contains 3161 members 
Mstep: Class 5 contains 17017 members 
Mstep: Class 6 contains 28675 members 
Mstep: Class 7 contains 19213 members 
Mstep: Class 8 contains 6274 members 
Mstep: Class 9 contains 67051 members 
Mstep: Class 10 contains 70961 members 
Mstep: Class 11 contains 5853 members 
Mstep: Class 12 contains 8855 members 
Mstep: Class 13 contains 14268 members 
Mstep: Class 14 contains 4810 members 
Mstep: Class 15 contains 7834 members 
Mstep: Class 16 contains 6146 members 
Mstep: Class 17 contains 153494 members 
Mstep: Class 18 contains 7434 members 
Mstep: Class 19 contains 39627 members 
Mstep: Class 20 contains 24755 members 
Mstep: Class 21 contains 7036 members 
Mstep: Class 22 contains 4063 members 
Mstep: Class 23 contains 68785 members 
Mstep: Class 24 contains 4484 members 
Mstep: Class 25 contains 5008 members 
Mstep: Class 26 contains 63612 members 
Mstep: Class 27 contains 4510 members 
Mstep: Class 28 contains 120801 members 
Mstep: Class 29 contains 13477 members 
Mstep: Class 30 contains 44833 members 
Mstep: Class 31 contains 18526 members 
Mstep: Class 32 contains 1226 members 
Mstep: Class 33 contains 5317 members 
Mstep: Class 34 contains 42856 members 
Mstep: Class 35 contains 551880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982328.000000 Penalty: 123221.835938
Iteration 208Q: 36 clusters Score -1.119823e+08 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 3456 members 
Mstep: Class 3 contains 8453 members 
Mstep: Class 4 contains 3167 members 
Mstep: Class 5 contains 16955 members 
Mstep: Class 6 contains 28601 members 
Mstep: Class 7 contains 19198 members 
Mstep: Class 8 contains 6272 members 
Mstep: Class 9 contains 66676 members 
Mstep: Class 10 contains 70933 members 
Mstep: Class 11 contains 5887 members 
Mstep: Class 12 contains 8855 members 
Mstep: Class 13 contains 14266 members 
Mstep: Class 14 contains 4810 members 
Mstep: Class 15 contains 7834 members 
Mstep: Class 16 contains 6145 members 
Mstep: Class 17 contains 153495 members 
Mstep: Class 18 contains 7434 members 
Mstep: Class 19 contains 39626 members 
Mstep: Class 20 contains 24713 members 
Mstep: Class 21 contains 7004 members 
Mstep: Class 22 contains 4057 members 
Mstep: Class 23 contains 69003 members 
Mstep: Class 24 contains 4484 members 
Mstep: Class 25 contains 4999 members 
Mstep: Class 26 contains 63563 members 
Mstep: Class 27 contains 4510 members 
Mstep: Class 28 contains 120719 members 
Mstep: Class 29 contains 13476 members 
Mstep: Class 30 contains 44784 members 
Mstep: Class 31 contains 18739 members 
Mstep: Class 32 contains 1226 members 
Mstep: Class 33 contains 5317 members 
Mstep: Class 34 contains 43917 members 
Mstep: Class 35 contains 551203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982760.000000 Penalty: 123221.835938
Iteration 209Q: 36 clusters Score -1.119828e+08 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 3456 members 
Mstep: Class 3 contains 8452 members 
Mstep: Class 4 contains 3173 members 
Mstep: Class 5 contains 16904 members 
Mstep: Class 6 contains 28540 members 
Mstep: Class 7 contains 19179 members 
Mstep: Class 8 contains 6278 members 
Mstep: Class 9 contains 66354 members 
Mstep: Class 10 contains 70918 members 
Mstep: Class 11 contains 5911 members 
Mstep: Class 12 contains 8855 members 
Mstep: Class 13 contains 14269 members 
Mstep: Class 14 contains 4808 members 
Mstep: Class 15 contains 7835 members 
Mstep: Class 16 contains 6145 members 
Mstep: Class 17 contains 153500 members 
Mstep: Class 18 contains 7434 members 
Mstep: Class 19 contains 39629 members 
Mstep: Class 20 contains 24689 members 
Mstep: Class 21 contains 6975 members 
Mstep: Class 22 contains 4054 members 
Mstep: Class 23 contains 69243 members 
Mstep: Class 24 contains 4485 members 
Mstep: Class 25 contains 4990 members 
Mstep: Class 26 contains 63526 members 
Mstep: Class 27 contains 4510 members 
Mstep: Class 28 contains 120666 members 
Mstep: Class 29 contains 13477 members 
Mstep: Class 30 contains 44747 members 
Mstep: Class 31 contains 18925 members 
Mstep: Class 32 contains 1226 members 
Mstep: Class 33 contains 5317 members 
Mstep: Class 34 contains 44913 members 
Mstep: Class 35 contains 550411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982568.000000 Penalty: 123221.835938
Iteration 210Q: 36 clusters Score -1.119826e+08 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 3456 members 
Mstep: Class 3 contains 8455 members 
Mstep: Class 4 contains 3175 members 
Mstep: Class 5 contains 16868 members 
Mstep: Class 6 contains 28476 members 
Mstep: Class 7 contains 19160 members 
Mstep: Class 8 contains 6279 members 
Mstep: Class 9 contains 66052 members 
Mstep: Class 10 contains 70890 members 
Mstep: Class 11 contains 5929 members 
Mstep: Class 12 contains 8855 members 
Mstep: Class 13 contains 14275 members 
Mstep: Class 14 contains 4807 members 
Mstep: Class 15 contains 7836 members 
Mstep: Class 16 contains 6145 members 
Mstep: Class 17 contains 153500 members 
Mstep: Class 18 contains 7434 members 
Mstep: Class 19 contains 39625 members 
Mstep: Class 20 contains 24658 members 
Mstep: Class 21 contains 6949 members 
Mstep: Class 22 contains 4047 members 
Mstep: Class 23 contains 69478 members 
Mstep: Class 24 contains 4488 members 
Mstep: Class 25 contains 4979 members 
Mstep: Class 26 contains 63503 members 
Mstep: Class 27 contains 4510 members 
Mstep: Class 28 contains 120616 members 
Mstep: Class 29 contains 13475 members 
Mstep: Class 30 contains 44721 members 
Mstep: Class 31 contains 19117 members 
Mstep: Class 32 contains 1226 members 
Mstep: Class 33 contains 5317 members 
Mstep: Class 34 contains 45875 members 
Mstep: Class 35 contains 549641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982704.000000 Penalty: 123221.835938
Iteration 211Q: 36 clusters Score -1.119827e+08 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 3456 members 
Mstep: Class 3 contains 8454 members 
Mstep: Class 4 contains 3167 members 
Mstep: Class 5 contains 16844 members 
Mstep: Class 6 contains 28433 members 
Mstep: Class 7 contains 19151 members 
Mstep: Class 8 contains 6286 members 
Mstep: Class 9 contains 65796 members 
Mstep: Class 10 contains 70846 members 
Mstep: Class 11 contains 5945 members 
Mstep: Class 12 contains 8856 members 
Mstep: Class 13 contains 14285 members 
Mstep: Class 14 contains 4806 members 
Mstep: Class 15 contains 7836 members 
Mstep: Class 16 contains 6145 members 
Mstep: Class 17 contains 153502 members 
Mstep: Class 18 contains 7434 members 
Mstep: Class 19 contains 39628 members 
Mstep: Class 20 contains 24625 members 
Mstep: Class 21 contains 6924 members 
Mstep: Class 22 contains 4043 members 
Mstep: Class 23 contains 69688 members 
Mstep: Class 24 contains 4487 members 
Mstep: Class 25 contains 4973 members 
Mstep: Class 26 contains 63492 members 
Mstep: Class 27 contains 4510 members 
Mstep: Class 28 contains 120545 members 
Mstep: Class 29 contains 13483 members 
Mstep: Class 30 contains 44693 members 
Mstep: Class 31 contains 19286 members 
Mstep: Class 32 contains 1226 members 
Mstep: Class 33 contains 5317 members 
Mstep: Class 34 contains 46835 members 
Mstep: Class 35 contains 548848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982888.000000 Penalty: 123221.835938
Iteration 212Q: 36 clusters Score -1.119829e+08 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 3456 members 
Mstep: Class 3 contains 8453 members 
Mstep: Class 4 contains 3169 members 
Mstep: Class 5 contains 16827 members 
Mstep: Class 6 contains 28385 members 
Mstep: Class 7 contains 19132 members 
Mstep: Class 8 contains 6291 members 
Mstep: Class 9 contains 65576 members 
Mstep: Class 10 contains 70812 members 
Mstep: Class 11 contains 5966 members 
Mstep: Class 12 contains 8856 members 
Mstep: Class 13 contains 14288 members 
Mstep: Class 14 contains 4806 members 
Mstep: Class 15 contains 7835 members 
Mstep: Class 16 contains 6145 members 
Mstep: Class 17 contains 153505 members 
Mstep: Class 18 contains 7434 members 
Mstep: Class 19 contains 39630 members 
Mstep: Class 20 contains 24592 members 
Mstep: Class 21 contains 6896 members 
Mstep: Class 22 contains 4039 members 
Mstep: Class 23 contains 69911 members 
Mstep: Class 24 contains 4486 members 
Mstep: Class 25 contains 4972 members 
Mstep: Class 26 contains 63479 members 
Mstep: Class 27 contains 4510 members 
Mstep: Class 28 contains 120505 members 
Mstep: Class 29 contains 13487 members 
Mstep: Class 30 contains 44662 members 
Mstep: Class 31 contains 19459 members 
Mstep: Class 32 contains 1226 members 
Mstep: Class 33 contains 5317 members 
Mstep: Class 34 contains 47797 members 
Mstep: Class 35 contains 547958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982488.000000 Penalty: 123221.835938
Iteration 213Q: 36 clusters Score -1.119825e+08 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 3456 members 
Mstep: Class 3 contains 8453 members 
Mstep: Class 4 contains 3182 members 
Mstep: Class 5 contains 16794 members 
Mstep: Class 6 contains 28345 members 
Mstep: Class 7 contains 19129 members 
Mstep: Class 8 contains 6302 members 
Mstep: Class 9 contains 65386 members 
Mstep: Class 10 contains 70786 members 
Mstep: Class 11 contains 5985 members 
Mstep: Class 12 contains 8856 members 
Mstep: Class 13 contains 14282 members 
Mstep: Class 14 contains 4806 members 
Mstep: Class 15 contains 7833 members 
Mstep: Class 16 contains 6145 members 
Mstep: Class 17 contains 153507 members 
Mstep: Class 18 contains 7434 members 
Mstep: Class 19 contains 39637 members 
Mstep: Class 20 contains 24567 members 
Mstep: Class 21 contains 6865 members 
Mstep: Class 22 contains 4033 members 
Mstep: Class 23 contains 70145 members 
Mstep: Class 24 contains 4488 members 
Mstep: Class 25 contains 4971 members 
Mstep: Class 26 contains 63458 members 
Mstep: Class 27 contains 4510 members 
Mstep: Class 28 contains 120460 members 
Mstep: Class 29 contains 13499 members 
Mstep: Class 30 contains 44660 members 
Mstep: Class 31 contains 19628 members 
Mstep: Class 32 contains 1225 members 
Mstep: Class 33 contains 5317 members 
Mstep: Class 34 contains 48659 members 
Mstep: Class 35 contains 547082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982512.000000 Penalty: 123221.835938
Iteration 214Q: 36 clusters Score -1.119825e+08 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 3456 members 
Mstep: Class 3 contains 8454 members 
Mstep: Class 4 contains 3194 members 
Mstep: Class 5 contains 16773 members 
Mstep: Class 6 contains 28313 members 
Mstep: Class 7 contains 19121 members 
Mstep: Class 8 contains 6319 members 
Mstep: Class 9 contains 65201 members 
Mstep: Class 10 contains 70766 members 
Mstep: Class 11 contains 6003 members 
Mstep: Class 12 contains 8857 members 
Mstep: Class 13 contains 14289 members 
Mstep: Class 14 contains 4804 members 
Mstep: Class 15 contains 7830 members 
Mstep: Class 16 contains 6145 members 
Mstep: Class 17 contains 153506 members 
Mstep: Class 18 contains 7434 members 
Mstep: Class 19 contains 39641 members 
Mstep: Class 20 contains 24544 members 
Mstep: Class 21 contains 6839 members 
Mstep: Class 22 contains 4031 members 
Mstep: Class 23 contains 70374 members 
Mstep: Class 24 contains 4491 members 
Mstep: Class 25 contains 4971 members 
Mstep: Class 26 contains 63439 members 
Mstep: Class 27 contains 4510 members 
Mstep: Class 28 contains 120422 members 
Mstep: Class 29 contains 13508 members 
Mstep: Class 30 contains 44637 members 
Mstep: Class 31 contains 19803 members 
Mstep: Class 32 contains 1222 members 
Mstep: Class 33 contains 5317 members 
Mstep: Class 34 contains 49460 members 
Mstep: Class 35 contains 546226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982672.000000 Penalty: 123221.835938
Iteration 215Q: 36 clusters Score -1.119827e+08 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 3456 members 
Mstep: Class 3 contains 8452 members 
Mstep: Class 4 contains 3205 members 
Mstep: Class 5 contains 16754 members 
Mstep: Class 6 contains 28288 members 
Mstep: Class 7 contains 19104 members 
Mstep: Class 8 contains 6330 members 
Mstep: Class 9 contains 65023 members 
Mstep: Class 10 contains 70756 members 
Mstep: Class 11 contains 6020 members 
Mstep: Class 12 contains 8857 members 
Mstep: Class 13 contains 14295 members 
Mstep: Class 14 contains 4801 members 
Mstep: Class 15 contains 7827 members 
Mstep: Class 16 contains 6145 members 
Mstep: Class 17 contains 153508 members 
Mstep: Class 18 contains 7434 members 
Mstep: Class 19 contains 39637 members 
Mstep: Class 20 contains 24521 members 
Mstep: Class 21 contains 6825 members 
Mstep: Class 22 contains 4030 members 
Mstep: Class 23 contains 70573 members 
Mstep: Class 24 contains 4493 members 
Mstep: Class 25 contains 4968 members 
Mstep: Class 26 contains 63445 members 
Mstep: Class 27 contains 4509 members 
Mstep: Class 28 contains 120397 members 
Mstep: Class 29 contains 13514 members 
Mstep: Class 30 contains 44625 members 
Mstep: Class 31 contains 19970 members 
Mstep: Class 32 contains 1221 members 
Mstep: Class 33 contains 5317 members 
Mstep: Class 34 contains 50205 members 
Mstep: Class 35 contains 545400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982576.000000 Penalty: 123221.835938
Iteration 216Q: 36 clusters Score -1.119826e+08 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 3456 members 
Mstep: Class 3 contains 8453 members 
Mstep: Class 4 contains 3215 members 
Mstep: Class 5 contains 16737 members 
Mstep: Class 6 contains 28278 members 
Mstep: Class 7 contains 19097 members 
Mstep: Class 8 contains 6342 members 
Mstep: Class 9 contains 64843 members 
Mstep: Class 10 contains 70738 members 
Mstep: Class 11 contains 6028 members 
Mstep: Class 12 contains 8857 members 
Mstep: Class 13 contains 14298 members 
Mstep: Class 14 contains 4801 members 
Mstep: Class 15 contains 7827 members 
Mstep: Class 16 contains 6145 members 
Mstep: Class 17 contains 153508 members 
Mstep: Class 18 contains 7434 members 
Mstep: Class 19 contains 39634 members 
Mstep: Class 20 contains 24496 members 
Mstep: Class 21 contains 6808 members 
Mstep: Class 22 contains 4029 members 
Mstep: Class 23 contains 70787 members 
Mstep: Class 24 contains 4500 members 
Mstep: Class 25 contains 4964 members 
Mstep: Class 26 contains 63448 members 
Mstep: Class 27 contains 4508 members 
Mstep: Class 28 contains 120379 members 
Mstep: Class 29 contains 13515 members 
Mstep: Class 30 contains 44617 members 
Mstep: Class 31 contains 20106 members 
Mstep: Class 32 contains 1220 members 
Mstep: Class 33 contains 5317 members 
Mstep: Class 34 contains 50919 members 
Mstep: Class 35 contains 544604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982824.000000 Penalty: 123221.835938
Iteration 217Q: 36 clusters Score -1.119828e+08 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 3456 members 
Mstep: Class 3 contains 8449 members 
Mstep: Class 4 contains 3224 members 
Mstep: Class 5 contains 16733 members 
Mstep: Class 6 contains 28275 members 
Mstep: Class 7 contains 19091 members 
Mstep: Class 8 contains 6349 members 
Mstep: Class 9 contains 64666 members 
Mstep: Class 10 contains 70712 members 
Mstep: Class 11 contains 6043 members 
Mstep: Class 12 contains 8857 members 
Mstep: Class 13 contains 14311 members 
Mstep: Class 14 contains 4799 members 
Mstep: Class 15 contains 7825 members 
Mstep: Class 16 contains 6145 members 
Mstep: Class 17 contains 153502 members 
Mstep: Class 18 contains 7434 members 
Mstep: Class 19 contains 39636 members 
Mstep: Class 20 contains 24475 members 
Mstep: Class 21 contains 6795 members 
Mstep: Class 22 contains 4024 members 
Mstep: Class 23 contains 71001 members 
Mstep: Class 24 contains 4498 members 
Mstep: Class 25 contains 4965 members 
Mstep: Class 26 contains 63453 members 
Mstep: Class 27 contains 4508 members 
Mstep: Class 28 contains 120366 members 
Mstep: Class 29 contains 13514 members 
Mstep: Class 30 contains 44613 members 
Mstep: Class 31 contains 20255 members 
Mstep: Class 32 contains 1219 members 
Mstep: Class 33 contains 5317 members 
Mstep: Class 34 contains 51650 members 
Mstep: Class 35 contains 543760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111983080.000000 Penalty: 123221.835938
Iteration 218Q: 36 clusters Score -1.119831e+08 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 3456 members 
Mstep: Class 3 contains 8447 members 
Mstep: Class 4 contains 3224 members 
Mstep: Class 5 contains 16725 members 
Mstep: Class 6 contains 28269 members 
Mstep: Class 7 contains 19079 members 
Mstep: Class 8 contains 6352 members 
Mstep: Class 9 contains 64493 members 
Mstep: Class 10 contains 70692 members 
Mstep: Class 11 contains 6046 members 
Mstep: Class 12 contains 8857 members 
Mstep: Class 13 contains 14319 members 
Mstep: Class 14 contains 4798 members 
Mstep: Class 15 contains 7828 members 
Mstep: Class 16 contains 6145 members 
Mstep: Class 17 contains 153503 members 
Mstep: Class 18 contains 7435 members 
Mstep: Class 19 contains 39641 members 
Mstep: Class 20 contains 24459 members 
Mstep: Class 21 contains 6781 members 
Mstep: Class 22 contains 4023 members 
Mstep: Class 23 contains 71209 members 
Mstep: Class 24 contains 4501 members 
Mstep: Class 25 contains 4969 members 
Mstep: Class 26 contains 63438 members 
Mstep: Class 27 contains 4509 members 
Mstep: Class 28 contains 120349 members 
Mstep: Class 29 contains 13519 members 
Mstep: Class 30 contains 44608 members 
Mstep: Class 31 contains 20412 members 
Mstep: Class 32 contains 1217 members 
Mstep: Class 33 contains 5317 members 
Mstep: Class 34 contains 52356 members 
Mstep: Class 35 contains 542954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982960.000000 Penalty: 123221.835938
Iteration 219Q: 36 clusters Score -1.11983e+08 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 3456 members 
Mstep: Class 3 contains 8444 members 
Mstep: Class 4 contains 3225 members 
Mstep: Class 5 contains 16717 members 
Mstep: Class 6 contains 28271 members 
Mstep: Class 7 contains 19075 members 
Mstep: Class 8 contains 6367 members 
Mstep: Class 9 contains 64333 members 
Mstep: Class 10 contains 70675 members 
Mstep: Class 11 contains 6060 members 
Mstep: Class 12 contains 8857 members 
Mstep: Class 13 contains 14323 members 
Mstep: Class 14 contains 4794 members 
Mstep: Class 15 contains 7829 members 
Mstep: Class 16 contains 6144 members 
Mstep: Class 17 contains 153499 members 
Mstep: Class 18 contains 7436 members 
Mstep: Class 19 contains 39645 members 
Mstep: Class 20 contains 24423 members 
Mstep: Class 21 contains 6765 members 
Mstep: Class 22 contains 4023 members 
Mstep: Class 23 contains 71411 members 
Mstep: Class 24 contains 4503 members 
Mstep: Class 25 contains 4969 members 
Mstep: Class 26 contains 63435 members 
Mstep: Class 27 contains 4509 members 
Mstep: Class 28 contains 120315 members 
Mstep: Class 29 contains 13515 members 
Mstep: Class 30 contains 44602 members 
Mstep: Class 31 contains 20545 members 
Mstep: Class 32 contains 1217 members 
Mstep: Class 33 contains 5317 members 
Mstep: Class 34 contains 53037 members 
Mstep: Class 35 contains 542204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982960.000000 Penalty: 123221.835938
Iteration 220F: 36 clusters Score -1.11983e+08 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 3457 members 
Mstep: Class 3 contains 8443 members 
Mstep: Class 4 contains 3226 members 
Mstep: Class 5 contains 16707 members 
Mstep: Class 6 contains 28270 members 
Mstep: Class 7 contains 19073 members 
Mstep: Class 8 contains 6377 members 
Mstep: Class 9 contains 64151 members 
Mstep: Class 10 contains 70662 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 8857 members 
Mstep: Class 13 contains 14324 members 
Mstep: Class 14 contains 4794 members 
Mstep: Class 15 contains 7830 members 
Mstep: Class 16 contains 6143 members 
Mstep: Class 17 contains 153500 members 
Mstep: Class 18 contains 7437 members 
Mstep: Class 19 contains 39648 members 
Mstep: Class 20 contains 24392 members 
Mstep: Class 21 contains 6750 members 
Mstep: Class 22 contains 4020 members 
Mstep: Class 23 contains 71601 members 
Mstep: Class 24 contains 4504 members 
Mstep: Class 25 contains 4974 members 
Mstep: Class 26 contains 63436 members 
Mstep: Class 27 contains 4509 members 
Mstep: Class 28 contains 120280 members 
Mstep: Class 29 contains 13517 members 
Mstep: Class 30 contains 44586 members 
Mstep: Class 31 contains 20669 members 
Mstep: Class 32 contains 1217 members 
Mstep: Class 33 contains 5317 members 
Mstep: Class 34 contains 53693 members 
Mstep: Class 35 contains 541515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111982784.000000 Penalty: 123221.835938
Iteration 221Q: 36 clusters Score -1.119828e+08 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 3457 members 
Mstep: Class 3 contains 8443 members 
Mstep: Class 4 contains 3231 members 
Mstep: Class 5 contains 16688 members 
Mstep: Class 6 contains 28275 members 
Mstep: Class 7 contains 19065 members 
Mstep: Class 8 contains 6389 members 
Mstep: Class 9 contains 63969 members 
Mstep: Class 10 contains 70648 members 
Mstep: Class 11 contains 6059 members 
Mstep: Class 12 contains 8857 members 
Mstep: Class 13 contains 14330 members 
Mstep: Class 14 contains 4794 members 
Mstep: Class 15 contains 7830 members 
Mstep: Class 16 contains 6143 members 
Mstep: Class 17 contains 153501 members 
Mstep: Class 18 contains 7437 members 
Mstep: Class 19 contains 39654 members 
Mstep: Class 20 contains 24365 members 
Mstep: Class 21 contains 6737 members 
Mstep: Class 22 contains 4020 members 
Mstep: Class 23 contains 71787 members 
Mstep: Class 24 contains 4503 members 
Mstep: Class 25 contains 4975 members 
Mstep: Class 26 contains 63426 members 
Mstep: Class 27 contains 4509 members 
Mstep: Class 28 contains 120241 members 
Mstep: Class 29 contains 13520 members 
Mstep: Class 30 contains 44575 members 
Mstep: Class 31 contains 20833 members 
Mstep: Class 32 contains 1217 members 
Mstep: Class 33 contains 5317 members 
Mstep: Class 34 contains 54337 members 
Mstep: Class 35 contains 540818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111983224.000000 Penalty: 123221.835938
Iteration 222Q: 36 clusters Score -1.119832e+08 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 3456 members 
Mstep: Class 3 contains 8442 members 
Mstep: Class 4 contains 3235 members 
Mstep: Class 5 contains 16669 members 
Mstep: Class 6 contains 28284 members 
Mstep: Class 7 contains 19061 members 
Mstep: Class 8 contains 6392 members 
Mstep: Class 9 contains 63831 members 
Mstep: Class 10 contains 70628 members 
Mstep: Class 11 contains 6063 members 
Mstep: Class 12 contains 8857 members 
Mstep: Class 13 contains 14333 members 
Mstep: Class 14 contains 4794 members 
Mstep: Class 15 contains 7831 members 
Mstep: Class 16 contains 6143 members 
Mstep: Class 17 contains 153503 members 
Mstep: Class 18 contains 7437 members 
Mstep: Class 19 contains 39654 members 
Mstep: Class 20 contains 24328 members 
Mstep: Class 21 contains 6723 members 
Mstep: Class 22 contains 4019 members 
Mstep: Class 23 contains 71976 members 
Mstep: Class 24 contains 4504 members 
Mstep: Class 25 contains 4977 members 
Mstep: Class 26 contains 63425 members 
Mstep: Class 27 contains 4509 members 
Mstep: Class 28 contains 120217 members 
Mstep: Class 29 contains 13522 members 
Mstep: Class 30 contains 44559 members 
Mstep: Class 31 contains 20988 members 
Mstep: Class 32 contains 1217 members 
Mstep: Class 33 contains 5317 members 
Mstep: Class 34 contains 54967 members 
Mstep: Class 35 contains 540093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111983528.000000 Penalty: 123221.835938
Iteration 223Q: 36 clusters Score -1.119835e+08 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 3455 members 
Mstep: Class 3 contains 8441 members 
Mstep: Class 4 contains 3235 members 
Mstep: Class 5 contains 16648 members 
Mstep: Class 6 contains 28279 members 
Mstep: Class 7 contains 19053 members 
Mstep: Class 8 contains 6405 members 
Mstep: Class 9 contains 63676 members 
Mstep: Class 10 contains 70611 members 
Mstep: Class 11 contains 6063 members 
Mstep: Class 12 contains 8857 members 
Mstep: Class 13 contains 14331 members 
Mstep: Class 14 contains 4794 members 
Mstep: Class 15 contains 7829 members 
Mstep: Class 16 contains 6143 members 
Mstep: Class 17 contains 153502 members 
Mstep: Class 18 contains 7439 members 
Mstep: Class 19 contains 39661 members 
Mstep: Class 20 contains 24304 members 
Mstep: Class 21 contains 6716 members 
Mstep: Class 22 contains 4018 members 
Mstep: Class 23 contains 72135 members 
Mstep: Class 24 contains 4504 members 
Mstep: Class 25 contains 4983 members 
Mstep: Class 26 contains 63429 members 
Mstep: Class 27 contains 4509 members 
Mstep: Class 28 contains 120186 members 
Mstep: Class 29 contains 13526 members 
Mstep: Class 30 contains 44546 members 
Mstep: Class 31 contains 21130 members 
Mstep: Class 32 contains 1217 members 
Mstep: Class 33 contains 5317 members 
Mstep: Class 34 contains 55583 members 
Mstep: Class 35 contains 539437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111983368.000000 Penalty: 123221.835938
Iteration 224Q: 36 clusters Score -1.119834e+08 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 3455 members 
Mstep: Class 3 contains 8441 members 
Mstep: Class 4 contains 3241 members 
Mstep: Class 5 contains 16625 members 
Mstep: Class 6 contains 28265 members 
Mstep: Class 7 contains 19047 members 
Mstep: Class 8 contains 6418 members 
Mstep: Class 9 contains 63538 members 
Mstep: Class 10 contains 70594 members 
Mstep: Class 11 contains 6076 members 
Mstep: Class 12 contains 8857 members 
Mstep: Class 13 contains 14330 members 
Mstep: Class 14 contains 4794 members 
Mstep: Class 15 contains 7828 members 
Mstep: Class 16 contains 6143 members 
Mstep: Class 17 contains 153500 members 
Mstep: Class 18 contains 7439 members 
Mstep: Class 19 contains 39665 members 
Mstep: Class 20 contains 24280 members 
Mstep: Class 21 contains 6705 members 
Mstep: Class 22 contains 4019 members 
Mstep: Class 23 contains 72291 members 
Mstep: Class 24 contains 4504 members 
Mstep: Class 25 contains 4982 members 
Mstep: Class 26 contains 63434 members 
Mstep: Class 27 contains 4509 members 
Mstep: Class 28 contains 120177 members 
Mstep: Class 29 contains 13530 members 
Mstep: Class 30 contains 44529 members 
Mstep: Class 31 contains 21279 members 
Mstep: Class 32 contains 1217 members 
Mstep: Class 33 contains 5317 members 
Mstep: Class 34 contains 56146 members 
Mstep: Class 35 contains 538796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111983688.000000 Penalty: 123221.835938
Iteration 225Q: 36 clusters Score -1.119837e+08 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 3455 members 
Mstep: Class 3 contains 8440 members 
Mstep: Class 4 contains 3244 members 
Mstep: Class 5 contains 16612 members 
Mstep: Class 6 contains 28257 members 
Mstep: Class 7 contains 19042 members 
Mstep: Class 8 contains 6427 members 
Mstep: Class 9 contains 63406 members 
Mstep: Class 10 contains 70580 members 
Mstep: Class 11 contains 6088 members 
Mstep: Class 12 contains 8857 members 
Mstep: Class 13 contains 14324 members 
Mstep: Class 14 contains 4796 members 
Mstep: Class 15 contains 7827 members 
Mstep: Class 16 contains 6143 members 
Mstep: Class 17 contains 153501 members 
Mstep: Class 18 contains 7438 members 
Mstep: Class 19 contains 39664 members 
Mstep: Class 20 contains 24262 members 
Mstep: Class 21 contains 6696 members 
Mstep: Class 22 contains 4020 members 
Mstep: Class 23 contains 72444 members 
Mstep: Class 24 contains 4506 members 
Mstep: Class 25 contains 4984 members 
Mstep: Class 26 contains 63444 members 
Mstep: Class 27 contains 4509 members 
Mstep: Class 28 contains 120144 members 
Mstep: Class 29 contains 13532 members 
Mstep: Class 30 contains 44518 members 
Mstep: Class 31 contains 21432 members 
Mstep: Class 32 contains 1217 members 
Mstep: Class 33 contains 5317 members 
Mstep: Class 34 contains 56696 members 
Mstep: Class 35 contains 538149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111983432.000000 Penalty: 123221.835938
Iteration 226Q: 36 clusters Score -1.119834e+08 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 3455 members 
Mstep: Class 3 contains 8437 members 
Mstep: Class 4 contains 3248 members 
Mstep: Class 5 contains 16604 members 
Mstep: Class 6 contains 28248 members 
Mstep: Class 7 contains 19031 members 
Mstep: Class 8 contains 6441 members 
Mstep: Class 9 contains 63286 members 
Mstep: Class 10 contains 70558 members 
Mstep: Class 11 contains 6087 members 
Mstep: Class 12 contains 8857 members 
Mstep: Class 13 contains 14321 members 
Mstep: Class 14 contains 4799 members 
Mstep: Class 15 contains 7827 members 
Mstep: Class 16 contains 6143 members 
Mstep: Class 17 contains 153502 members 
Mstep: Class 18 contains 7438 members 
Mstep: Class 19 contains 39662 members 
Mstep: Class 20 contains 24231 members 
Mstep: Class 21 contains 6689 members 
Mstep: Class 22 contains 4022 members 
Mstep: Class 23 contains 72564 members 
Mstep: Class 24 contains 4507 members 
Mstep: Class 25 contains 4986 members 
Mstep: Class 26 contains 63454 members 
Mstep: Class 27 contains 4509 members 
Mstep: Class 28 contains 120128 members 
Mstep: Class 29 contains 13546 members 
Mstep: Class 30 contains 44493 members 
Mstep: Class 31 contains 21582 members 
Mstep: Class 32 contains 1217 members 
Mstep: Class 33 contains 5317 members 
Mstep: Class 34 contains 57233 members 
Mstep: Class 35 contains 537555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111983488.000000 Penalty: 123221.835938
Iteration 227Q: 36 clusters Score -1.119835e+08 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 3455 members 
Mstep: Class 3 contains 8436 members 
Mstep: Class 4 contains 3249 members 
Mstep: Class 5 contains 16598 members 
Mstep: Class 6 contains 28242 members 
Mstep: Class 7 contains 19020 members 
Mstep: Class 8 contains 6448 members 
Mstep: Class 9 contains 63186 members 
Mstep: Class 10 contains 70542 members 
Mstep: Class 11 contains 6091 members 
Mstep: Class 12 contains 8857 members 
Mstep: Class 13 contains 14327 members 
Mstep: Class 14 contains 4800 members 
Mstep: Class 15 contains 7824 members 
Mstep: Class 16 contains 6143 members 
Mstep: Class 17 contains 153501 members 
Mstep: Class 18 contains 7439 members 
Mstep: Class 19 contains 39660 members 
Mstep: Class 20 contains 24200 members 
Mstep: Class 21 contains 6682 members 
Mstep: Class 22 contains 4024 members 
Mstep: Class 23 contains 72688 members 
Mstep: Class 24 contains 4507 members 
Mstep: Class 25 contains 4990 members 
Mstep: Class 26 contains 63466 members 
Mstep: Class 27 contains 4509 members 
Mstep: Class 28 contains 120103 members 
Mstep: Class 29 contains 13551 members 
Mstep: Class 30 contains 44486 members 
Mstep: Class 31 contains 21725 members 
Mstep: Class 32 contains 1215 members 
Mstep: Class 33 contains 5317 members 
Mstep: Class 34 contains 57720 members 
Mstep: Class 35 contains 536979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111983576.000000 Penalty: 123221.835938
Iteration 228Q: 36 clusters Score -1.119836e+08 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 3455 members 
Mstep: Class 3 contains 8435 members 
Mstep: Class 4 contains 3250 members 
Mstep: Class 5 contains 16588 members 
Mstep: Class 6 contains 28224 members 
Mstep: Class 7 contains 19019 members 
Mstep: Class 8 contains 6450 members 
Mstep: Class 9 contains 63089 members 
Mstep: Class 10 contains 70530 members 
Mstep: Class 11 contains 6095 members 
Mstep: Class 12 contains 8857 members 
Mstep: Class 13 contains 14338 members 
Mstep: Class 14 contains 4799 members 
Mstep: Class 15 contains 7824 members 
Mstep: Class 16 contains 6143 members 
Mstep: Class 17 contains 153499 members 
Mstep: Class 18 contains 7439 members 
Mstep: Class 19 contains 39660 members 
Mstep: Class 20 contains 24179 members 
Mstep: Class 21 contains 6671 members 
Mstep: Class 22 contains 4024 members 
Mstep: Class 23 contains 72815 members 
Mstep: Class 24 contains 4507 members 
Mstep: Class 25 contains 4988 members 
Mstep: Class 26 contains 63475 members 
Mstep: Class 27 contains 4509 members 
Mstep: Class 28 contains 120067 members 
Mstep: Class 29 contains 13553 members 
Mstep: Class 30 contains 44488 members 
Mstep: Class 31 contains 21861 members 
Mstep: Class 32 contains 1215 members 
Mstep: Class 33 contains 5317 members 
Mstep: Class 34 contains 58181 members 
Mstep: Class 35 contains 536438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111983624.000000 Penalty: 123221.835938
Iteration 229Q: 36 clusters Score -1.119836e+08 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 3455 members 
Mstep: Class 3 contains 8434 members 
Mstep: Class 4 contains 3249 members 
Mstep: Class 5 contains 16577 members 
Mstep: Class 6 contains 28208 members 
Mstep: Class 7 contains 19024 members 
Mstep: Class 8 contains 6457 members 
Mstep: Class 9 contains 63004 members 
Mstep: Class 10 contains 70517 members 
Mstep: Class 11 contains 6101 members 
Mstep: Class 12 contains 8857 members 
Mstep: Class 13 contains 14340 members 
Mstep: Class 14 contains 4798 members 
Mstep: Class 15 contains 7825 members 
Mstep: Class 16 contains 6143 members 
Mstep: Class 17 contains 153500 members 
Mstep: Class 18 contains 7439 members 
Mstep: Class 19 contains 39659 members 
Mstep: Class 20 contains 24150 members 
Mstep: Class 21 contains 6659 members 
Mstep: Class 22 contains 4025 members 
Mstep: Class 23 contains 72942 members 
Mstep: Class 24 contains 4509 members 
Mstep: Class 25 contains 4989 members 
Mstep: Class 26 contains 63482 members 
Mstep: Class 27 contains 4509 members 
Mstep: Class 28 contains 120057 members 
Mstep: Class 29 contains 13552 members 
Mstep: Class 30 contains 44498 members 
Mstep: Class 31 contains 22007 members 
Mstep: Class 32 contains 1215 members 
Mstep: Class 33 contains 5317 members 
Mstep: Class 34 contains 58596 members 
Mstep: Class 35 contains 535890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111983520.000000 Penalty: 123221.835938
Iteration 230Q: 36 clusters Score -1.119835e+08 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 3454 members 
Mstep: Class 3 contains 8430 members 
Mstep: Class 4 contains 3250 members 
Mstep: Class 5 contains 16571 members 
Mstep: Class 6 contains 28198 members 
Mstep: Class 7 contains 19030 members 
Mstep: Class 8 contains 6453 members 
Mstep: Class 9 contains 62940 members 
Mstep: Class 10 contains 70516 members 
Mstep: Class 11 contains 6108 members 
Mstep: Class 12 contains 8857 members 
Mstep: Class 13 contains 14344 members 
Mstep: Class 14 contains 4797 members 
Mstep: Class 15 contains 7825 members 
Mstep: Class 16 contains 6143 members 
Mstep: Class 17 contains 153501 members 
Mstep: Class 18 contains 7439 members 
Mstep: Class 19 contains 39659 members 
Mstep: Class 20 contains 24131 members 
Mstep: Class 21 contains 6648 members 
Mstep: Class 22 contains 4026 members 
Mstep: Class 23 contains 73061 members 
Mstep: Class 24 contains 4509 members 
Mstep: Class 25 contains 4991 members 
Mstep: Class 26 contains 63506 members 
Mstep: Class 27 contains 4509 members 
Mstep: Class 28 contains 120035 members 
Mstep: Class 29 contains 13551 members 
Mstep: Class 30 contains 44502 members 
Mstep: Class 31 contains 22125 members 
Mstep: Class 32 contains 1215 members 
Mstep: Class 33 contains 5317 members 
Mstep: Class 34 contains 59021 members 
Mstep: Class 35 contains 535321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111983504.000000 Penalty: 123221.835938
Iteration 231Q: 36 clusters Score -1.119835e+08 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 3454 members 
Mstep: Class 3 contains 8429 members 
Mstep: Class 4 contains 3251 members 
Mstep: Class 5 contains 16571 members 
Mstep: Class 6 contains 28200 members 
Mstep: Class 7 contains 19028 members 
Mstep: Class 8 contains 6452 members 
Mstep: Class 9 contains 62872 members 
Mstep: Class 10 contains 70508 members 
Mstep: Class 11 contains 6108 members 
Mstep: Class 12 contains 8857 members 
Mstep: Class 13 contains 14348 members 
Mstep: Class 14 contains 4797 members 
Mstep: Class 15 contains 7825 members 
Mstep: Class 16 contains 6143 members 
Mstep: Class 17 contains 153501 members 
Mstep: Class 18 contains 7439 members 
Mstep: Class 19 contains 39658 members 
Mstep: Class 20 contains 24114 members 
Mstep: Class 21 contains 6640 members 
Mstep: Class 22 contains 4027 members 
Mstep: Class 23 contains 73162 members 
Mstep: Class 24 contains 4511 members 
Mstep: Class 25 contains 4990 members 
Mstep: Class 26 contains 63518 members 
Mstep: Class 27 contains 4509 members 
Mstep: Class 28 contains 120009 members 
Mstep: Class 29 contains 13554 members 
Mstep: Class 30 contains 44501 members 
Mstep: Class 31 contains 22233 members 
Mstep: Class 32 contains 1215 members 
Mstep: Class 33 contains 5317 members 
Mstep: Class 34 contains 59427 members 
Mstep: Class 35 contains 534813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111983456.000000 Penalty: 123221.835938
Iteration 232Q: 36 clusters Score -1.119835e+08 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 3454 members 
Mstep: Class 3 contains 8428 members 
Mstep: Class 4 contains 3252 members 
Mstep: Class 5 contains 16557 members 
Mstep: Class 6 contains 28192 members 
Mstep: Class 7 contains 19026 members 
Mstep: Class 8 contains 6449 members 
Mstep: Class 9 contains 62792 members 
Mstep: Class 10 contains 70502 members 
Mstep: Class 11 contains 6105 members 
Mstep: Class 12 contains 8857 members 
Mstep: Class 13 contains 14360 members 
Mstep: Class 14 contains 4797 members 
Mstep: Class 15 contains 7824 members 
Mstep: Class 16 contains 6143 members 
Mstep: Class 17 contains 153502 members 
Mstep: Class 18 contains 7439 members 
Mstep: Class 19 contains 39659 members 
Mstep: Class 20 contains 24110 members 
Mstep: Class 21 contains 6635 members 
Mstep: Class 22 contains 4027 members 
Mstep: Class 23 contains 73256 members 
Mstep: Class 24 contains 4513 members 
Mstep: Class 25 contains 4990 members 
Mstep: Class 26 contains 63517 members 
Mstep: Class 27 contains 4509 members 
Mstep: Class 28 contains 119995 members 
Mstep: Class 29 contains 13559 members 
Mstep: Class 30 contains 44501 members 
Mstep: Class 31 contains 22348 members 
Mstep: Class 32 contains 1215 members 
Mstep: Class 33 contains 5317 members 
Mstep: Class 34 contains 59823 members 
Mstep: Class 35 contains 534328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111983480.000000 Penalty: 123221.835938
Iteration 233Q: 36 clusters Score -1.119835e+08 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 3454 members 
Mstep: Class 3 contains 8427 members 
Mstep: Class 4 contains 3253 members 
Mstep: Class 5 contains 16539 members 
Mstep: Class 6 contains 28189 members 
Mstep: Class 7 contains 19029 members 
Mstep: Class 8 contains 6450 members 
Mstep: Class 9 contains 62712 members 
Mstep: Class 10 contains 70496 members 
Mstep: Class 11 contains 6099 members 
Mstep: Class 12 contains 8857 members 
Mstep: Class 13 contains 14370 members 
Mstep: Class 14 contains 4797 members 
Mstep: Class 15 contains 7824 members 
Mstep: Class 16 contains 6143 members 
Mstep: Class 17 contains 153502 members 
Mstep: Class 18 contains 7440 members 
Mstep: Class 19 contains 39658 members 
Mstep: Class 20 contains 24104 members 
Mstep: Class 21 contains 6627 members 
Mstep: Class 22 contains 4025 members 
Mstep: Class 23 contains 73356 members 
Mstep: Class 24 contains 4515 members 
Mstep: Class 25 contains 4991 members 
Mstep: Class 26 contains 63516 members 
Mstep: Class 27 contains 4509 members 
Mstep: Class 28 contains 119983 members 
Mstep: Class 29 contains 13564 members 
Mstep: Class 30 contains 44502 members 
Mstep: Class 31 contains 22465 members 
Mstep: Class 32 contains 1215 members 
Mstep: Class 33 contains 5317 members 
Mstep: Class 34 contains 60261 members 
Mstep: Class 35 contains 533787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111983384.000000 Penalty: 123221.835938
Iteration 234Q: 36 clusters Score -1.119834e+08 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 3454 members 
Mstep: Class 3 contains 8426 members 
Mstep: Class 4 contains 3253 members 
Mstep: Class 5 contains 16533 members 
Mstep: Class 6 contains 28181 members 
Mstep: Class 7 contains 19030 members 
Mstep: Class 8 contains 6449 members 
Mstep: Class 9 contains 62640 members 
Mstep: Class 10 contains 70489 members 
Mstep: Class 11 contains 6090 members 
Mstep: Class 12 contains 8857 members 
Mstep: Class 13 contains 14373 members 
Mstep: Class 14 contains 4798 members 
Mstep: Class 15 contains 7824 members 
Mstep: Class 16 contains 6144 members 
Mstep: Class 17 contains 153504 members 
Mstep: Class 18 contains 7439 members 
Mstep: Class 19 contains 39659 members 
Mstep: Class 20 contains 24106 members 
Mstep: Class 21 contains 6619 members 
Mstep: Class 22 contains 4029 members 
Mstep: Class 23 contains 73469 members 
Mstep: Class 24 contains 4515 members 
Mstep: Class 25 contains 4989 members 
Mstep: Class 26 contains 63515 members 
Mstep: Class 27 contains 4509 members 
Mstep: Class 28 contains 119978 members 
Mstep: Class 29 contains 13560 members 
Mstep: Class 30 contains 44487 members 
Mstep: Class 31 contains 22571 members 
Mstep: Class 32 contains 1214 members 
Mstep: Class 33 contains 5317 members 
Mstep: Class 34 contains 60631 members 
Mstep: Class 35 contains 533323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111983800.000000 Penalty: 123221.835938
Iteration 235Q: 36 clusters Score -1.119838e+08 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 3454 members 
Mstep: Class 3 contains 8426 members 
Mstep: Class 4 contains 3253 members 
Mstep: Class 5 contains 16531 members 
Mstep: Class 6 contains 28181 members 
Mstep: Class 7 contains 19030 members 
Mstep: Class 8 contains 6444 members 
Mstep: Class 9 contains 62565 members 
Mstep: Class 10 contains 70482 members 
Mstep: Class 11 contains 6091 members 
Mstep: Class 12 contains 8857 members 
Mstep: Class 13 contains 14377 members 
Mstep: Class 14 contains 4796 members 
Mstep: Class 15 contains 7824 members 
Mstep: Class 16 contains 6145 members 
Mstep: Class 17 contains 153504 members 
Mstep: Class 18 contains 7439 members 
Mstep: Class 19 contains 39663 members 
Mstep: Class 20 contains 24107 members 
Mstep: Class 21 contains 6611 members 
Mstep: Class 22 contains 4031 members 
Mstep: Class 23 contains 73578 members 
Mstep: Class 24 contains 4517 members 
Mstep: Class 25 contains 4987 members 
Mstep: Class 26 contains 63522 members 
Mstep: Class 27 contains 4509 members 
Mstep: Class 28 contains 119968 members 
Mstep: Class 29 contains 13566 members 
Mstep: Class 30 contains 44486 members 
Mstep: Class 31 contains 22683 members 
Mstep: Class 32 contains 1215 members 
Mstep: Class 33 contains 5316 members 
Mstep: Class 34 contains 60998 members 
Mstep: Class 35 contains 532821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111983832.000000 Penalty: 123221.835938
Iteration 236Q: 36 clusters Score -1.119838e+08 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 3454 members 
Mstep: Class 3 contains 8424 members 
Mstep: Class 4 contains 3255 members 
Mstep: Class 5 contains 16527 members 
Mstep: Class 6 contains 28182 members 
Mstep: Class 7 contains 19028 members 
Mstep: Class 8 contains 6448 members 
Mstep: Class 9 contains 62501 members 
Mstep: Class 10 contains 70469 members 
Mstep: Class 11 contains 6086 members 
Mstep: Class 12 contains 8857 members 
Mstep: Class 13 contains 14380 members 
Mstep: Class 14 contains 4795 members 
Mstep: Class 15 contains 7824 members 
Mstep: Class 16 contains 6145 members 
Mstep: Class 17 contains 153503 members 
Mstep: Class 18 contains 7439 members 
Mstep: Class 19 contains 39664 members 
Mstep: Class 20 contains 24100 members 
Mstep: Class 21 contains 6605 members 
Mstep: Class 22 contains 4033 members 
Mstep: Class 23 contains 73685 members 
Mstep: Class 24 contains 4518 members 
Mstep: Class 25 contains 4987 members 
Mstep: Class 26 contains 63523 members 
Mstep: Class 27 contains 4509 members 
Mstep: Class 28 contains 119954 members 
Mstep: Class 29 contains 13570 members 
Mstep: Class 30 contains 44491 members 
Mstep: Class 31 contains 22784 members 
Mstep: Class 32 contains 1215 members 
Mstep: Class 33 contains 5316 members 
Mstep: Class 34 contains 61379 members 
Mstep: Class 35 contains 532331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111983960.000000 Penalty: 123221.835938
Iteration 237Q: 36 clusters Score -1.11984e+08 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 3454 members 
Mstep: Class 3 contains 8421 members 
Mstep: Class 4 contains 3256 members 
Mstep: Class 5 contains 16528 members 
Mstep: Class 6 contains 28179 members 
Mstep: Class 7 contains 19033 members 
Mstep: Class 8 contains 6444 members 
Mstep: Class 9 contains 62432 members 
Mstep: Class 10 contains 70462 members 
Mstep: Class 11 contains 6084 members 
Mstep: Class 12 contains 8857 members 
Mstep: Class 13 contains 14378 members 
Mstep: Class 14 contains 4796 members 
Mstep: Class 15 contains 7824 members 
Mstep: Class 16 contains 6145 members 
Mstep: Class 17 contains 153501 members 
Mstep: Class 18 contains 7439 members 
Mstep: Class 19 contains 39668 members 
Mstep: Class 20 contains 24096 members 
Mstep: Class 21 contains 6599 members 
Mstep: Class 22 contains 4037 members 
Mstep: Class 23 contains 73791 members 
Mstep: Class 24 contains 4519 members 
Mstep: Class 25 contains 4985 members 
Mstep: Class 26 contains 63530 members 
Mstep: Class 27 contains 4509 members 
Mstep: Class 28 contains 119936 members 
Mstep: Class 29 contains 13583 members 
Mstep: Class 30 contains 44496 members 
Mstep: Class 31 contains 22875 members 
Mstep: Class 32 contains 1215 members 
Mstep: Class 33 contains 5316 members 
Mstep: Class 34 contains 61759 members 
Mstep: Class 35 contains 531836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984080.000000 Penalty: 123221.835938
Iteration 238Q: 36 clusters Score -1.119841e+08 nChanged 953
Entering ConstructFrom: 
Score: -111984080.000000 Penalty: 123221.835938
Entering ConstructFrom: 
Trying to split cluster 1 (9095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Entering Unmasked Estep 
Score: -742495.000000 Penalty: 2260.639160
	Iteration 0F: 2 clusters Score -742495 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -735376.625000 Penalty: 4521.278320
	Iteration 0F: 3 clusters Score -735376.6 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -737289.562500 Penalty: 4521.278320
	Iteration 1F: 3 clusters Score -737289.6 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -737566.250000 Penalty: 4521.278320
	Iteration 2F: 3 clusters Score -737566.2 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -737764.187500 Penalty: 4521.278320
	Iteration 3F: 3 clusters Score -737764.2 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -737914.125000 Penalty: 4521.278320
	Iteration 4Q: 3 clusters Score -737914.1 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -738068.187500 Penalty: 4521.278320
	Iteration 5Q: 3 clusters Score -738068.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -738202.812500 Penalty: 4521.278320
	Iteration 6Q: 3 clusters Score -738202.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -738339.437500 Penalty: 4521.278320
	Iteration 7Q: 3 clusters Score -738339.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -738481.875000 Penalty: 4521.278320
	Iteration 8Q: 3 clusters Score -738481.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -738637.062500 Penalty: 4521.278320
	Iteration 9Q: 3 clusters Score -738637.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -738815.812500 Penalty: 4521.278320
	Iteration 10Q: 3 clusters Score -738815.8 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -739022.375000 Penalty: 4521.278320
	Iteration 11Q: 3 clusters Score -739022.4 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -739237.812500 Penalty: 4521.278320
	Iteration 12Q: 3 clusters Score -739237.8 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -739475.937500 Penalty: 4521.278320
	Iteration 13Q: 3 clusters Score -739475.9 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -739718.937500 Penalty: 4521.278320
	Iteration 14Q: 3 clusters Score -739718.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -739917.875000 Penalty: 4521.278320
	Iteration 15Q: 3 clusters Score -739917.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -740095.375000 Penalty: 4521.278320
	Iteration 16Q: 3 clusters Score -740095.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -740244.937500 Penalty: 4521.278320
	Iteration 17Q: 3 clusters Score -740244.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -740383.000000 Penalty: 4521.278320
	Iteration 18Q: 3 clusters Score -740383 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -740464.187500 Penalty: 4521.278320
	Iteration 19Q: 3 clusters Score -740464.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -740510.000000 Penalty: 4521.278320
	Iteration 20F: 3 clusters Score -740510 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -740541.750000 Penalty: 4521.278320
	Iteration 21Q: 3 clusters Score -740541.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -740573.375000 Penalty: 4521.278320
	Iteration 22Q: 3 clusters Score -740573.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -740602.562500 Penalty: 4521.278320
	Iteration 23Q: 3 clusters Score -740602.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -740631.312500 Penalty: 4521.278320
	Iteration 24Q: 3 clusters Score -740631.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -740650.125000 Penalty: 4521.278320
	Iteration 25Q: 3 clusters Score -740650.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -740662.562500 Penalty: 4521.278320
	Iteration 26Q: 3 clusters Score -740662.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -740666.375000 Penalty: 4521.278320
	Iteration 27Q: 3 clusters Score -740666.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -740672.375000 Penalty: 4521.278320
	Iteration 28Q: 3 clusters Score -740672.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -740675.750000 Penalty: 4521.278320
	Iteration 29Q: 3 clusters Score -740675.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -740679.312500 Penalty: 4521.278320
	Iteration 30Q: 3 clusters Score -740679.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -740678.500000 Penalty: 4521.278320
	Iteration 31Q: 3 clusters Score -740678.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -740681.750000 Penalty: 4521.278320
	Iteration 32Q: 3 clusters Score -740681.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -740683.062500 Penalty: 4521.278320
	Iteration 33Q: 3 clusters Score -740683.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -740682.187500 Penalty: 4521.278320
	Iteration 34Q: 3 clusters Score -740682.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -740681.312500 Penalty: 4521.278320
	Iteration 35Q: 3 clusters Score -740681.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -740681.062500 Penalty: 4521.278320
	Iteration 36Q: 3 clusters Score -740681.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -740682.937500 Penalty: 4521.278320
	Iteration 37Q: 3 clusters Score -740682.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -740684.437500 Penalty: 4521.278320
	Iteration 38Q: 3 clusters Score -740684.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -740685.625000 Penalty: 4521.278320
	Iteration 39Q: 3 clusters Score -740685.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -740684.250000 Penalty: 4521.278320
	Iteration 40F: 3 clusters Score -740684.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -740685.437500 Penalty: 4521.278320
	Iteration 41Q: 3 clusters Score -740685.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -740685.750000 Penalty: 4521.278320
	Iteration 42Q: 3 clusters Score -740685.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -740689.875000 Penalty: 4521.278320
	Iteration 43Q: 3 clusters Score -740689.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -740690.250000 Penalty: 4521.278320
	Iteration 44Q: 3 clusters Score -740690.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -740694.687500 Penalty: 4521.278320
	Iteration 45Q: 3 clusters Score -740694.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -740694.750000 Penalty: 4521.278320
	Iteration 46Q: 3 clusters Score -740694.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -740695.187500 Penalty: 4521.278320
	Iteration 47Q: 3 clusters Score -740695.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -740695.750000 Penalty: 4521.278320
	Iteration 48Q: 3 clusters Score -740695.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -740696.437500 Penalty: 4521.278320
	Iteration 49Q: 3 clusters Score -740696.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -740696.875000 Penalty: 4521.278320
	Iteration 50Q: 3 clusters Score -740696.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -740697.562500 Penalty: 4521.278320
	Iteration 51Q: 3 clusters Score -740697.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -740697.562500 Penalty: 4521.278320
	Iteration 52F: 3 clusters Score -740697.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Entering Unmasked Estep 
Score: -267573.593750 Penalty: 2020.527466
	Iteration 0F: 2 clusters Score -267573.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -263999.375000 Penalty: 4041.054932
	Iteration 0F: 3 clusters Score -263999.4 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -264723.562500 Penalty: 4041.054932
	Iteration 1F: 3 clusters Score -264723.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -264891.343750 Penalty: 4041.054932
	Iteration 2F: 3 clusters Score -264891.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -265007.312500 Penalty: 4041.054932
	Iteration 3Q: 3 clusters Score -265007.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -265094.625000 Penalty: 4041.054932
	Iteration 4Q: 3 clusters Score -265094.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -265174.718750 Penalty: 4041.054932
	Iteration 5Q: 3 clusters Score -265174.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -265250.875000 Penalty: 4041.054932
	Iteration 6Q: 3 clusters Score -265250.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -265317.718750 Penalty: 4041.054932
	Iteration 7Q: 3 clusters Score -265317.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -265376.125000 Penalty: 4041.054932
	Iteration 8Q: 3 clusters Score -265376.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -265434.968750 Penalty: 4041.054932
	Iteration 9Q: 3 clusters Score -265435 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -265502.312500 Penalty: 4041.054932
	Iteration 10Q: 3 clusters Score -265502.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -265551.156250 Penalty: 4041.054932
	Iteration 11Q: 3 clusters Score -265551.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -265589.593750 Penalty: 4041.054932
	Iteration 12Q: 3 clusters Score -265589.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -265622.625000 Penalty: 4041.054932
	Iteration 13Q: 3 clusters Score -265622.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -265653.968750 Penalty: 4041.054932
	Iteration 14Q: 3 clusters Score -265654 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -265674.656250 Penalty: 4041.054932
	Iteration 15Q: 3 clusters Score -265674.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -265687.593750 Penalty: 4041.054932
	Iteration 16Q: 3 clusters Score -265687.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -265698.968750 Penalty: 4041.054932
	Iteration 17Q: 3 clusters Score -265699 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -265710.656250 Penalty: 4041.054932
	Iteration 18Q: 3 clusters Score -265710.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -265721.687500 Penalty: 4041.054932
	Iteration 19Q: 3 clusters Score -265721.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -265737.750000 Penalty: 4041.054932
	Iteration 20F: 3 clusters Score -265737.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -265748.562500 Penalty: 4041.054932
	Iteration 21Q: 3 clusters Score -265748.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -265759.062500 Penalty: 4041.054932
	Iteration 22Q: 3 clusters Score -265759.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -265769.406250 Penalty: 4041.054932
	Iteration 23Q: 3 clusters Score -265769.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -265780.218750 Penalty: 4041.054932
	Iteration 24Q: 3 clusters Score -265780.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -265791.343750 Penalty: 4041.054932
	Iteration 25Q: 3 clusters Score -265791.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -265802.375000 Penalty: 4041.054932
	Iteration 26Q: 3 clusters Score -265802.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -265812.093750 Penalty: 4041.054932
	Iteration 27Q: 3 clusters Score -265812.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -265818.468750 Penalty: 4041.054932
	Iteration 28Q: 3 clusters Score -265818.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -265824.875000 Penalty: 4041.054932
	Iteration 29Q: 3 clusters Score -265824.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -265831.000000 Penalty: 4041.054932
	Iteration 30Q: 3 clusters Score -265831 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -265836.062500 Penalty: 4041.054932
	Iteration 31Q: 3 clusters Score -265836.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -265837.937500 Penalty: 4041.054932
	Iteration 32Q: 3 clusters Score -265837.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -265840.343750 Penalty: 4041.054932
	Iteration 33Q: 3 clusters Score -265840.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -265841.656250 Penalty: 4041.054932
	Iteration 34Q: 3 clusters Score -265841.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -265843.343750 Penalty: 4041.054932
	Iteration 35Q: 3 clusters Score -265843.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -265846.125000 Penalty: 4041.054932
	Iteration 36Q: 3 clusters Score -265846.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -265847.531250 Penalty: 4041.054932
	Iteration 37Q: 3 clusters Score -265847.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -265848.687500 Penalty: 4041.054932
	Iteration 38Q: 3 clusters Score -265848.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -265851.843750 Penalty: 4041.054932
	Iteration 39Q: 3 clusters Score -265851.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -265853.718750 Penalty: 4041.054932
	Iteration 40F: 3 clusters Score -265853.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -265855.500000 Penalty: 4041.054932
	Iteration 41Q: 3 clusters Score -265855.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -265856.937500 Penalty: 4041.054932
	Iteration 42Q: 3 clusters Score -265856.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -265859.062500 Penalty: 4041.054932
	Iteration 43Q: 3 clusters Score -265859.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -265861.281250 Penalty: 4041.054932
	Iteration 44Q: 3 clusters Score -265861.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -265863.625000 Penalty: 4041.054932
	Iteration 45Q: 3 clusters Score -265863.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -265866.281250 Penalty: 4041.054932
	Iteration 46Q: 3 clusters Score -265866.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -265868.468750 Penalty: 4041.054932
	Iteration 47Q: 3 clusters Score -265868.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -265870.812500 Penalty: 4041.054932
	Iteration 48Q: 3 clusters Score -265870.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -265871.625000 Penalty: 4041.054932
	Iteration 49Q: 3 clusters Score -265871.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -265872.218750 Penalty: 4041.054932
	Iteration 50Q: 3 clusters Score -265872.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -265872.656250 Penalty: 4041.054932
	Iteration 51Q: 3 clusters Score -265872.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -265872.781250 Penalty: 4041.054932
	Iteration 52Q: 3 clusters Score -265872.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -265873.718750 Penalty: 4041.054932
	Iteration 53Q: 3 clusters Score -265873.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -265874.343750 Penalty: 4041.054932
	Iteration 54Q: 3 clusters Score -265874.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -265874.625000 Penalty: 4041.054932
	Iteration 55Q: 3 clusters Score -265874.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -265875.187500 Penalty: 4041.054932
	Iteration 56Q: 3 clusters Score -265875.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -265875.187500 Penalty: 4041.054932
	Iteration 57F: 3 clusters Score -265875.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Entering Unmasked Estep 
Score: -636041.812500 Penalty: 2241.485107
	Iteration 0F: 2 clusters Score -636041.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -629341.875000 Penalty: 4482.970215
	Iteration 0F: 3 clusters Score -629341.9 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -631269.250000 Penalty: 4482.970215
	Iteration 1F: 3 clusters Score -631269.2 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -631683.500000 Penalty: 4482.970215
	Iteration 2F: 3 clusters Score -631683.5 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -631993.625000 Penalty: 4482.970215
	Iteration 3F: 3 clusters Score -631993.6 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -632267.812500 Penalty: 4482.970215
	Iteration 4F: 3 clusters Score -632267.8 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -632548.250000 Penalty: 4482.970215
	Iteration 5F: 3 clusters Score -632548.2 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -632823.937500 Penalty: 4482.970215
	Iteration 6Q: 3 clusters Score -632823.9 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -633108.812500 Penalty: 4482.970215
	Iteration 7Q: 3 clusters Score -633108.8 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -633347.437500 Penalty: 4482.970215
	Iteration 8Q: 3 clusters Score -633347.4 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -633529.562500 Penalty: 4482.970215
	Iteration 9Q: 3 clusters Score -633529.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -633655.375000 Penalty: 4482.970215
	Iteration 10Q: 3 clusters Score -633655.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -633774.500000 Penalty: 4482.970215
	Iteration 11Q: 3 clusters Score -633774.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -633871.062500 Penalty: 4482.970215
	Iteration 12Q: 3 clusters Score -633871.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -633951.250000 Penalty: 4482.970215
	Iteration 13Q: 3 clusters Score -633951.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -634016.937500 Penalty: 4482.970215
	Iteration 14Q: 3 clusters Score -634016.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -634065.125000 Penalty: 4482.970215
	Iteration 15Q: 3 clusters Score -634065.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -634105.125000 Penalty: 4482.970215
	Iteration 16Q: 3 clusters Score -634105.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -634126.437500 Penalty: 4482.970215
	Iteration 17Q: 3 clusters Score -634126.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -634144.562500 Penalty: 4482.970215
	Iteration 18Q: 3 clusters Score -634144.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -634166.062500 Penalty: 4482.970215
	Iteration 19Q: 3 clusters Score -634166.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -634187.625000 Penalty: 4482.970215
	Iteration 20F: 3 clusters Score -634187.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -634201.500000 Penalty: 4482.970215
	Iteration 21Q: 3 clusters Score -634201.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -634220.125000 Penalty: 4482.970215
	Iteration 22Q: 3 clusters Score -634220.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -634239.562500 Penalty: 4482.970215
	Iteration 23Q: 3 clusters Score -634239.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -634254.062500 Penalty: 4482.970215
	Iteration 24Q: 3 clusters Score -634254.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -634264.937500 Penalty: 4482.970215
	Iteration 25Q: 3 clusters Score -634264.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -634274.250000 Penalty: 4482.970215
	Iteration 26Q: 3 clusters Score -634274.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -634286.312500 Penalty: 4482.970215
	Iteration 27Q: 3 clusters Score -634286.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -634296.687500 Penalty: 4482.970215
	Iteration 28Q: 3 clusters Score -634296.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -634303.750000 Penalty: 4482.970215
	Iteration 29Q: 3 clusters Score -634303.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -634312.937500 Penalty: 4482.970215
	Iteration 30Q: 3 clusters Score -634312.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -634328.500000 Penalty: 4482.970215
	Iteration 31Q: 3 clusters Score -634328.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -634338.500000 Penalty: 4482.970215
	Iteration 32Q: 3 clusters Score -634338.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -634350.187500 Penalty: 4482.970215
	Iteration 33Q: 3 clusters Score -634350.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -634361.187500 Penalty: 4482.970215
	Iteration 34Q: 3 clusters Score -634361.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -634370.812500 Penalty: 4482.970215
	Iteration 35Q: 3 clusters Score -634370.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -634380.562500 Penalty: 4482.970215
	Iteration 36Q: 3 clusters Score -634380.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -634386.687500 Penalty: 4482.970215
	Iteration 37Q: 3 clusters Score -634386.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -634398.062500 Penalty: 4482.970215
	Iteration 38Q: 3 clusters Score -634398.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -634412.000000 Penalty: 4482.970215
	Iteration 39Q: 3 clusters Score -634412 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -634431.250000 Penalty: 4482.970215
	Iteration 40F: 3 clusters Score -634431.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -634459.687500 Penalty: 4482.970215
	Iteration 41Q: 3 clusters Score -634459.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -634497.250000 Penalty: 4482.970215
	Iteration 42Q: 3 clusters Score -634497.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -634550.812500 Penalty: 4482.970215
	Iteration 43Q: 3 clusters Score -634550.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -634627.375000 Penalty: 4482.970215
	Iteration 44Q: 3 clusters Score -634627.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -634760.750000 Penalty: 4482.970215
	Iteration 45Q: 3 clusters Score -634760.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -634937.625000 Penalty: 4482.970215
	Iteration 46Q: 3 clusters Score -634937.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -635058.500000 Penalty: 4482.970215
	Iteration 47Q: 3 clusters Score -635058.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -635123.000000 Penalty: 4482.970215
	Iteration 48Q: 3 clusters Score -635123 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -635163.312500 Penalty: 4482.970215
	Iteration 49Q: 3 clusters Score -635163.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -635181.312500 Penalty: 4482.970215
	Iteration 50Q: 3 clusters Score -635181.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -635194.687500 Penalty: 4482.970215
	Iteration 51Q: 3 clusters Score -635194.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -635200.437500 Penalty: 4482.970215
	Iteration 52Q: 3 clusters Score -635200.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -635204.812500 Penalty: 4482.970215
	Iteration 53Q: 3 clusters Score -635204.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -635209.125000 Penalty: 4482.970215
	Iteration 54Q: 3 clusters Score -635209.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -635212.937500 Penalty: 4482.970215
	Iteration 55Q: 3 clusters Score -635212.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -635216.625000 Penalty: 4482.970215
	Iteration 56Q: 3 clusters Score -635216.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -635220.062500 Penalty: 4482.970215
	Iteration 57Q: 3 clusters Score -635220.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -635225.812500 Penalty: 4482.970215
	Iteration 58Q: 3 clusters Score -635225.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -635226.437500 Penalty: 4482.970215
	Iteration 59Q: 3 clusters Score -635226.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -635228.437500 Penalty: 4482.970215
	Iteration 60F: 3 clusters Score -635228.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -635228.750000 Penalty: 4482.970215
	Iteration 61Q: 3 clusters Score -635228.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -635227.812500 Penalty: 4482.970215
	Iteration 62Q: 3 clusters Score -635227.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -635229.250000 Penalty: 4482.970215
	Iteration 63Q: 3 clusters Score -635229.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -635230.250000 Penalty: 4482.970215
	Iteration 64Q: 3 clusters Score -635230.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -635229.875000 Penalty: 4482.970215
	Iteration 65Q: 3 clusters Score -635229.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -635231.000000 Penalty: 4482.970215
	Iteration 66Q: 3 clusters Score -635231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -635231.000000 Penalty: 4482.970215
	Iteration 67Q: 3 clusters Score -635231 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -635231.000000 Penalty: 4482.970215
	Iteration 68F: 3 clusters Score -635231 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Entering Unmasked Estep 
Score: -217497.515625 Penalty: 2006.039551
	Iteration 0F: 2 clusters Score -217497.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -214031.515625 Penalty: 4012.079102
	Iteration 0F: 3 clusters Score -214031.5 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -214848.562500 Penalty: 4012.079102
	Iteration 1F: 3 clusters Score -214848.6 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -215161.890625 Penalty: 4012.079102
	Iteration 2F: 3 clusters Score -215161.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -215379.484375 Penalty: 4012.079102
	Iteration 3F: 3 clusters Score -215379.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -215579.328125 Penalty: 4012.079102
	Iteration 4F: 3 clusters Score -215579.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -215867.046875 Penalty: 4012.079102
	Iteration 5F: 3 clusters Score -215867 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -216129.218750 Penalty: 4012.079102
	Iteration 6F: 3 clusters Score -216129.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -216326.375000 Penalty: 4012.079102
	Iteration 7Q: 3 clusters Score -216326.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -216416.875000 Penalty: 4012.079102
	Iteration 8Q: 3 clusters Score -216416.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -216480.109375 Penalty: 4012.079102
	Iteration 9Q: 3 clusters Score -216480.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -216532.984375 Penalty: 4012.079102
	Iteration 10Q: 3 clusters Score -216533 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -216577.875000 Penalty: 4012.079102
	Iteration 11Q: 3 clusters Score -216577.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -216602.156250 Penalty: 4012.079102
	Iteration 12Q: 3 clusters Score -216602.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -216619.906250 Penalty: 4012.079102
	Iteration 13Q: 3 clusters Score -216619.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -216638.265625 Penalty: 4012.079102
	Iteration 14Q: 3 clusters Score -216638.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -216656.328125 Penalty: 4012.079102
	Iteration 15Q: 3 clusters Score -216656.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -216667.375000 Penalty: 4012.079102
	Iteration 16Q: 3 clusters Score -216667.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -216677.781250 Penalty: 4012.079102
	Iteration 17Q: 3 clusters Score -216677.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -216688.625000 Penalty: 4012.079102
	Iteration 18Q: 3 clusters Score -216688.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -216698.687500 Penalty: 4012.079102
	Iteration 19Q: 3 clusters Score -216698.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -216710.656250 Penalty: 4012.079102
	Iteration 20F: 3 clusters Score -216710.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -216721.093750 Penalty: 4012.079102
	Iteration 21Q: 3 clusters Score -216721.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -216730.562500 Penalty: 4012.079102
	Iteration 22Q: 3 clusters Score -216730.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -216739.078125 Penalty: 4012.079102
	Iteration 23Q: 3 clusters Score -216739.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -216748.500000 Penalty: 4012.079102
	Iteration 24Q: 3 clusters Score -216748.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -216760.734375 Penalty: 4012.079102
	Iteration 25Q: 3 clusters Score -216760.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -216769.015625 Penalty: 4012.079102
	Iteration 26Q: 3 clusters Score -216769 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -216776.812500 Penalty: 4012.079102
	Iteration 27Q: 3 clusters Score -216776.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -216782.187500 Penalty: 4012.079102
	Iteration 28Q: 3 clusters Score -216782.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -216796.296875 Penalty: 4012.079102
	Iteration 29Q: 3 clusters Score -216796.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -216807.921875 Penalty: 4012.079102
	Iteration 30Q: 3 clusters Score -216807.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -216818.062500 Penalty: 4012.079102
	Iteration 31Q: 3 clusters Score -216818.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -216828.031250 Penalty: 4012.079102
	Iteration 32Q: 3 clusters Score -216828 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -216838.750000 Penalty: 4012.079102
	Iteration 33Q: 3 clusters Score -216838.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -216849.875000 Penalty: 4012.079102
	Iteration 34Q: 3 clusters Score -216849.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -216857.406250 Penalty: 4012.079102
	Iteration 35Q: 3 clusters Score -216857.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -216863.531250 Penalty: 4012.079102
	Iteration 36Q: 3 clusters Score -216863.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -216870.125000 Penalty: 4012.079102
	Iteration 37Q: 3 clusters Score -216870.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -216876.609375 Penalty: 4012.079102
	Iteration 38Q: 3 clusters Score -216876.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -216879.375000 Penalty: 4012.079102
	Iteration 39Q: 3 clusters Score -216879.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -216882.890625 Penalty: 4012.079102
	Iteration 40F: 3 clusters Score -216882.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -216886.656250 Penalty: 4012.079102
	Iteration 41Q: 3 clusters Score -216886.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -216887.640625 Penalty: 4012.079102
	Iteration 42Q: 3 clusters Score -216887.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -216889.656250 Penalty: 4012.079102
	Iteration 43Q: 3 clusters Score -216889.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -216889.656250 Penalty: 4012.079102
	Iteration 44F: 3 clusters Score -216889.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (16525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16525 members 
Entering Unmasked Estep 
Score: -1360584.000000 Penalty: 2408.732178
	Iteration 0F: 2 clusters Score -1360584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1348680.125000 Penalty: 4817.464355
	Iteration 0F: 3 clusters Score -1348680 nChanged 7197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -1352803.000000 Penalty: 4817.464355
	Iteration 1F: 3 clusters Score -1352803 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1353483.500000 Penalty: 4817.464355
	Iteration 2F: 3 clusters Score -1353484 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -1354160.375000 Penalty: 4817.464355
	Iteration 3F: 3 clusters Score -1354160 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1354780.625000 Penalty: 4817.464355
	Iteration 4F: 3 clusters Score -1354781 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1355357.750000 Penalty: 4817.464355
	Iteration 5F: 3 clusters Score -1355358 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -1355855.750000 Penalty: 4817.464355
	Iteration 6F: 3 clusters Score -1355856 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -1356355.750000 Penalty: 4817.464355
	Iteration 7F: 3 clusters Score -1356356 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -1356804.000000 Penalty: 4817.464355
	Iteration 8Q: 3 clusters Score -1356804 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -1357147.625000 Penalty: 4817.464355
	Iteration 9Q: 3 clusters Score -1357148 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -1357380.250000 Penalty: 4817.464355
	Iteration 10Q: 3 clusters Score -1357380 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -1357563.250000 Penalty: 4817.464355
	Iteration 11Q: 3 clusters Score -1357563 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -1357709.500000 Penalty: 4817.464355
	Iteration 12Q: 3 clusters Score -1357710 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -1357816.000000 Penalty: 4817.464355
	Iteration 13Q: 3 clusters Score -1357816 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -1357888.250000 Penalty: 4817.464355
	Iteration 14Q: 3 clusters Score -1357888 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -1357936.500000 Penalty: 4817.464355
	Iteration 15Q: 3 clusters Score -1357936 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -1357986.750000 Penalty: 4817.464355
	Iteration 16Q: 3 clusters Score -1357987 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -1358033.625000 Penalty: 4817.464355
	Iteration 17Q: 3 clusters Score -1358034 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -1358071.125000 Penalty: 4817.464355
	Iteration 18Q: 3 clusters Score -1358071 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -1358100.500000 Penalty: 4817.464355
	Iteration 19Q: 3 clusters Score -1358100 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -1358131.625000 Penalty: 4817.464355
	Iteration 20F: 3 clusters Score -1358132 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -1358162.750000 Penalty: 4817.464355
	Iteration 21Q: 3 clusters Score -1358163 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -1358184.875000 Penalty: 4817.464355
	Iteration 22Q: 3 clusters Score -1358185 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -1358219.625000 Penalty: 4817.464355
	Iteration 23Q: 3 clusters Score -1358220 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -1358246.000000 Penalty: 4817.464355
	Iteration 24Q: 3 clusters Score -1358246 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -1358272.750000 Penalty: 4817.464355
	Iteration 25Q: 3 clusters Score -1358273 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -1358304.625000 Penalty: 4817.464355
	Iteration 26Q: 3 clusters Score -1358305 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -1358324.250000 Penalty: 4817.464355
	Iteration 27Q: 3 clusters Score -1358324 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -1358343.000000 Penalty: 4817.464355
	Iteration 28Q: 3 clusters Score -1358343 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -1358368.250000 Penalty: 4817.464355
	Iteration 29Q: 3 clusters Score -1358368 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -1358391.250000 Penalty: 4817.464355
	Iteration 30Q: 3 clusters Score -1358391 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -1358421.125000 Penalty: 4817.464355
	Iteration 31Q: 3 clusters Score -1358421 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -1358448.500000 Penalty: 4817.464355
	Iteration 32Q: 3 clusters Score -1358448 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -1358474.375000 Penalty: 4817.464355
	Iteration 33Q: 3 clusters Score -1358474 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -1358499.750000 Penalty: 4817.464355
	Iteration 34Q: 3 clusters Score -1358500 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -1358524.375000 Penalty: 4817.464355
	Iteration 35Q: 3 clusters Score -1358524 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -1358540.125000 Penalty: 4817.464355
	Iteration 36Q: 3 clusters Score -1358540 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -1358562.875000 Penalty: 4817.464355
	Iteration 37Q: 3 clusters Score -1358563 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -1358579.750000 Penalty: 4817.464355
	Iteration 38Q: 3 clusters Score -1358580 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -1358606.250000 Penalty: 4817.464355
	Iteration 39Q: 3 clusters Score -1358606 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -1358626.125000 Penalty: 4817.464355
	Iteration 40F: 3 clusters Score -1358626 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -1358648.625000 Penalty: 4817.464355
	Iteration 41Q: 3 clusters Score -1358649 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -1358671.750000 Penalty: 4817.464355
	Iteration 42Q: 3 clusters Score -1358672 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
Score: -1358703.500000 Penalty: 4817.464355
	Iteration 43Q: 3 clusters Score -1358704 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -1358725.375000 Penalty: 4817.464355
	Iteration 44Q: 3 clusters Score -1358725 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -1358740.750000 Penalty: 4817.464355
	Iteration 45Q: 3 clusters Score -1358741 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -1358768.000000 Penalty: 4817.464355
	Iteration 46Q: 3 clusters Score -1358768 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -1358791.125000 Penalty: 4817.464355
	Iteration 47Q: 3 clusters Score -1358791 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -1358816.625000 Penalty: 4817.464355
	Iteration 48Q: 3 clusters Score -1358817 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -1358835.250000 Penalty: 4817.464355
	Iteration 49Q: 3 clusters Score -1358835 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -1358851.375000 Penalty: 4817.464355
	Iteration 50Q: 3 clusters Score -1358851 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
Score: -1358868.500000 Penalty: 4817.464355
	Iteration 51Q: 3 clusters Score -1358868 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -1358881.250000 Penalty: 4817.464355
	Iteration 52Q: 3 clusters Score -1358881 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -1358893.875000 Penalty: 4817.464355
	Iteration 53Q: 3 clusters Score -1358894 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 14067 members 
Entering Unmasked Estep 
Score: -1358916.125000 Penalty: 4817.464355
	Iteration 54Q: 3 clusters Score -1358916 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -1358926.250000 Penalty: 4817.464355
	Iteration 55Q: 3 clusters Score -1358926 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -1358940.500000 Penalty: 4817.464355
	Iteration 56Q: 3 clusters Score -1358940 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -1358954.250000 Penalty: 4817.464355
	Iteration 57Q: 3 clusters Score -1358954 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -1358964.000000 Penalty: 4817.464355
	Iteration 58Q: 3 clusters Score -1358964 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -1358975.125000 Penalty: 4817.464355
	Iteration 59Q: 3 clusters Score -1358975 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 14334 members 
Entering Unmasked Estep 
Score: -1358991.500000 Penalty: 4817.464355
	Iteration 60F: 3 clusters Score -1358992 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -1359003.125000 Penalty: 4817.464355
	Iteration 61Q: 3 clusters Score -1359003 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -1359015.375000 Penalty: 4817.464355
	Iteration 62Q: 3 clusters Score -1359015 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 14460 members 
Entering Unmasked Estep 
Score: -1359024.625000 Penalty: 4817.464355
	Iteration 63Q: 3 clusters Score -1359025 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -1359039.375000 Penalty: 4817.464355
	Iteration 64Q: 3 clusters Score -1359039 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -1359045.375000 Penalty: 4817.464355
	Iteration 65Q: 3 clusters Score -1359045 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
Score: -1359053.500000 Penalty: 4817.464355
	Iteration 66Q: 3 clusters Score -1359054 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -1359055.500000 Penalty: 4817.464355
	Iteration 67Q: 3 clusters Score -1359056 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 14603 members 
Entering Unmasked Estep 
Score: -1359064.375000 Penalty: 4817.464355
	Iteration 68Q: 3 clusters Score -1359064 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -1359070.500000 Penalty: 4817.464355
	Iteration 69Q: 3 clusters Score -1359070 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -1359074.625000 Penalty: 4817.464355
	Iteration 70Q: 3 clusters Score -1359075 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -1359083.125000 Penalty: 4817.464355
	Iteration 71Q: 3 clusters Score -1359083 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -1359090.250000 Penalty: 4817.464355
	Iteration 72Q: 3 clusters Score -1359090 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -1359098.750000 Penalty: 4817.464355
	Iteration 73Q: 3 clusters Score -1359099 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -1359105.250000 Penalty: 4817.464355
	Iteration 74Q: 3 clusters Score -1359105 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -1359115.750000 Penalty: 4817.464355
	Iteration 75Q: 3 clusters Score -1359116 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -1359121.125000 Penalty: 4817.464355
	Iteration 76Q: 3 clusters Score -1359121 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
Score: -1359133.125000 Penalty: 4817.464355
	Iteration 77Q: 3 clusters Score -1359133 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 14858 members 
Entering Unmasked Estep 
Score: -1359139.750000 Penalty: 4817.464355
	Iteration 78Q: 3 clusters Score -1359140 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -1359140.375000 Penalty: 4817.464355
	Iteration 79Q: 3 clusters Score -1359140 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -1359149.125000 Penalty: 4817.464355
	Iteration 80F: 3 clusters Score -1359149 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -1359156.625000 Penalty: 4817.464355
	Iteration 81Q: 3 clusters Score -1359157 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -1359163.375000 Penalty: 4817.464355
	Iteration 82Q: 3 clusters Score -1359163 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 14979 members 
Entering Unmasked Estep 
Score: -1359167.500000 Penalty: 4817.464355
	Iteration 83Q: 3 clusters Score -1359168 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -1359179.375000 Penalty: 4817.464355
	Iteration 84Q: 3 clusters Score -1359179 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 15041 members 
Entering Unmasked Estep 
Score: -1359189.125000 Penalty: 4817.464355
	Iteration 85Q: 3 clusters Score -1359189 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -1359200.750000 Penalty: 4817.464355
	Iteration 86Q: 3 clusters Score -1359201 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -1359208.375000 Penalty: 4817.464355
	Iteration 87Q: 3 clusters Score -1359208 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -1359214.875000 Penalty: 4817.464355
	Iteration 88Q: 3 clusters Score -1359215 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
Score: -1359219.125000 Penalty: 4817.464355
	Iteration 89Q: 3 clusters Score -1359219 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -1359221.375000 Penalty: 4817.464355
	Iteration 90Q: 3 clusters Score -1359221 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -1359223.125000 Penalty: 4817.464355
	Iteration 91Q: 3 clusters Score -1359223 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -1359228.625000 Penalty: 4817.464355
	Iteration 92Q: 3 clusters Score -1359229 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -1359236.000000 Penalty: 4817.464355
	Iteration 93Q: 3 clusters Score -1359236 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 15205 members 
Entering Unmasked Estep 
Score: -1359240.000000 Penalty: 4817.464355
	Iteration 94Q: 3 clusters Score -1359240 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -1359241.625000 Penalty: 4817.464355
	Iteration 95Q: 3 clusters Score -1359242 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -1359245.875000 Penalty: 4817.464355
	Iteration 96Q: 3 clusters Score -1359246 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -1359246.625000 Penalty: 4817.464355
	Iteration 97Q: 3 clusters Score -1359247 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -1359253.375000 Penalty: 4817.464355
	Iteration 98Q: 3 clusters Score -1359253 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 15267 members 
Entering Unmasked Estep 
Score: -1359255.250000 Penalty: 4817.464355
	Iteration 99Q: 3 clusters Score -1359255 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -1359259.500000 Penalty: 4817.464355
	Iteration 100F: 3 clusters Score -1359260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 15284 members 
Entering Unmasked Estep 
Score: -1359260.875000 Penalty: 4817.464355
	Iteration 101Q: 3 clusters Score -1359261 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
Score: -1359265.750000 Penalty: 4817.464355
	Iteration 102Q: 3 clusters Score -1359266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -1359266.625000 Penalty: 4817.464355
	Iteration 103Q: 3 clusters Score -1359267 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -1359268.500000 Penalty: 4817.464355
	Iteration 104Q: 3 clusters Score -1359268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -1359268.875000 Penalty: 4817.464355
	Iteration 105Q: 3 clusters Score -1359269 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -1359275.875000 Penalty: 4817.464355
	Iteration 106Q: 3 clusters Score -1359276 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 15331 members 
Entering Unmasked Estep 
Score: -1359277.500000 Penalty: 4817.464355
	Iteration 107Q: 3 clusters Score -1359278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -1359280.250000 Penalty: 4817.464355
	Iteration 108Q: 3 clusters Score -1359280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
Score: -1359280.625000 Penalty: 4817.464355
	Iteration 109Q: 3 clusters Score -1359281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -1359281.000000 Penalty: 4817.464355
	Iteration 110Q: 3 clusters Score -1359281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
Score: -1359278.875000 Penalty: 4817.464355
	Iteration 111Q: 3 clusters Score -1359279 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
Score: -1359279.625000 Penalty: 4817.464355
	Iteration 112Q: 3 clusters Score -1359280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -1359282.000000 Penalty: 4817.464355
	Iteration 113Q: 3 clusters Score -1359282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -1359284.000000 Penalty: 4817.464355
	Iteration 114Q: 3 clusters Score -1359284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -1359285.750000 Penalty: 4817.464355
	Iteration 115Q: 3 clusters Score -1359286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -1359285.750000 Penalty: 4817.464355
	Iteration 116F: 3 clusters Score -1359286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (28178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28178 members 
Entering Unmasked Estep 
Score: -2315273.250000 Penalty: 2541.081543
	Iteration 0F: 2 clusters Score -2315273 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -2295921.500000 Penalty: 5082.163086
	Iteration 0F: 3 clusters Score -2295922 nChanged 12546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -2302768.000000 Penalty: 5082.163086
	Iteration 1F: 3 clusters Score -2302768 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 15694 members 
Entering Unmasked Estep 
Score: -2303331.000000 Penalty: 5082.163086
	Iteration 2F: 3 clusters Score -2303331 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
Score: -2303892.250000 Penalty: 5082.163086
	Iteration 3Q: 3 clusters Score -2303892 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 17623 members 
Entering Unmasked Estep 
Score: -2304612.750000 Penalty: 5082.163086
	Iteration 4F: 3 clusters Score -2304613 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 19035 members 
Entering Unmasked Estep 
Score: -2305525.250000 Penalty: 5082.163086
	Iteration 5F: 3 clusters Score -2305525 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 20672 members 
Entering Unmasked Estep 
Score: -2306754.500000 Penalty: 5082.163086
	Iteration 6F: 3 clusters Score -2306754 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 22504 members 
Entering Unmasked Estep 
Score: -2308258.250000 Penalty: 5082.163086
	Iteration 7F: 3 clusters Score -2308258 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 24226 members 
Entering Unmasked Estep 
Score: -2309765.750000 Penalty: 5082.163086
	Iteration 8F: 3 clusters Score -2309766 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 25645 members 
Entering Unmasked Estep 
Score: -2311043.500000 Penalty: 5082.163086
	Iteration 9F: 3 clusters Score -2311044 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 26588 members 
Entering Unmasked Estep 
Score: -2311905.000000 Penalty: 5082.163086
	Iteration 10Q: 3 clusters Score -2311905 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 27114 members 
Entering Unmasked Estep 
Score: -2312373.750000 Penalty: 5082.163086
	Iteration 11Q: 3 clusters Score -2312374 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 27410 members 
Entering Unmasked Estep 
Score: -2312664.500000 Penalty: 5082.163086
	Iteration 12Q: 3 clusters Score -2312664 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 27572 members 
Entering Unmasked Estep 
Score: -2312825.500000 Penalty: 5082.163086
	Iteration 13Q: 3 clusters Score -2312826 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 27667 members 
Entering Unmasked Estep 
Score: -2312928.500000 Penalty: 5082.163086
	Iteration 14Q: 3 clusters Score -2312928 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 27722 members 
Entering Unmasked Estep 
Score: -2313002.000000 Penalty: 5082.163086
	Iteration 15Q: 3 clusters Score -2313002 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 27753 members 
Entering Unmasked Estep 
Score: -2313044.750000 Penalty: 5082.163086
	Iteration 16Q: 3 clusters Score -2313045 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 27775 members 
Entering Unmasked Estep 
Score: -2313074.000000 Penalty: 5082.163086
	Iteration 17Q: 3 clusters Score -2313074 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 27786 members 
Entering Unmasked Estep 
Score: -2313093.500000 Penalty: 5082.163086
	Iteration 18Q: 3 clusters Score -2313094 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 27793 members 
Entering Unmasked Estep 
Score: -2313107.250000 Penalty: 5082.163086
	Iteration 19Q: 3 clusters Score -2313107 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 27795 members 
Entering Unmasked Estep 
Score: -2313109.250000 Penalty: 5082.163086
	Iteration 20F: 3 clusters Score -2313109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 27797 members 
Entering Unmasked Estep 
Score: -2313111.250000 Penalty: 5082.163086
	Iteration 21Q: 3 clusters Score -2313111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 27798 members 
Entering Unmasked Estep 
Score: -2313110.500000 Penalty: 5082.163086
	Iteration 22Q: 3 clusters Score -2313110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 27799 members 
Entering Unmasked Estep 
Score: -2313109.500000 Penalty: 5082.163086
	Iteration 23Q: 3 clusters Score -2313110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 27799 members 
Entering Unmasked Estep 
Score: -2313109.500000 Penalty: 5082.163086
	Iteration 24F: 3 clusters Score -2313110 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (19037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19037 members 
Entering Unmasked Estep 
Score: -1329144.000000 Penalty: 2443.826660
	Iteration 0F: 2 clusters Score -1329144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -1315681.625000 Penalty: 4887.653320
	Iteration 0F: 3 clusters Score -1315682 nChanged 8345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -1320358.000000 Penalty: 4887.653320
	Iteration 1F: 3 clusters Score -1320358 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1320933.875000 Penalty: 4887.653320
	Iteration 2F: 3 clusters Score -1320934 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -1321535.375000 Penalty: 4887.653320
	Iteration 3F: 3 clusters Score -1321535 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -1322251.625000 Penalty: 4887.653320
	Iteration 4F: 3 clusters Score -1322252 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1323119.750000 Penalty: 4887.653320
	Iteration 5F: 3 clusters Score -1323120 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -1324029.125000 Penalty: 4887.653320
	Iteration 6F: 3 clusters Score -1324029 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1324845.000000 Penalty: 4887.653320
	Iteration 7F: 3 clusters Score -1324845 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1325519.500000 Penalty: 4887.653320
	Iteration 8F: 3 clusters Score -1325520 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1325989.500000 Penalty: 4887.653320
	Iteration 9Q: 3 clusters Score -1325990 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1326369.375000 Penalty: 4887.653320
	Iteration 10Q: 3 clusters Score -1326369 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1326650.000000 Penalty: 4887.653320
	Iteration 11Q: 3 clusters Score -1326650 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1326861.500000 Penalty: 4887.653320
	Iteration 12Q: 3 clusters Score -1326862 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1327005.375000 Penalty: 4887.653320
	Iteration 13Q: 3 clusters Score -1327005 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1327130.000000 Penalty: 4887.653320
	Iteration 14Q: 3 clusters Score -1327130 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1327255.750000 Penalty: 4887.653320
	Iteration 15Q: 3 clusters Score -1327256 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1327356.125000 Penalty: 4887.653320
	Iteration 16Q: 3 clusters Score -1327356 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1327455.000000 Penalty: 4887.653320
	Iteration 17Q: 3 clusters Score -1327455 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1327531.250000 Penalty: 4887.653320
	Iteration 18Q: 3 clusters Score -1327531 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15547 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1327608.250000 Penalty: 4887.653320
	Iteration 19Q: 3 clusters Score -1327608 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15746 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -1327677.875000 Penalty: 4887.653320
	Iteration 20F: 3 clusters Score -1327678 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15909 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1327732.875000 Penalty: 4887.653320
	Iteration 21Q: 3 clusters Score -1327733 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1327793.375000 Penalty: 4887.653320
	Iteration 22Q: 3 clusters Score -1327793 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16178 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1327826.250000 Penalty: 4887.653320
	Iteration 23Q: 3 clusters Score -1327826 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16276 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -1327854.750000 Penalty: 4887.653320
	Iteration 24Q: 3 clusters Score -1327855 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1327877.625000 Penalty: 4887.653320
	Iteration 25Q: 3 clusters Score -1327878 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16431 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -1327900.750000 Penalty: 4887.653320
	Iteration 26Q: 3 clusters Score -1327901 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16506 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1327923.000000 Penalty: 4887.653320
	Iteration 27Q: 3 clusters Score -1327923 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16589 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1327953.125000 Penalty: 4887.653320
	Iteration 28Q: 3 clusters Score -1327953 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16646 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1327978.750000 Penalty: 4887.653320
	Iteration 29Q: 3 clusters Score -1327979 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16699 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1327999.125000 Penalty: 4887.653320
	Iteration 30Q: 3 clusters Score -1327999 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16739 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1328008.750000 Penalty: 4887.653320
	Iteration 31Q: 3 clusters Score -1328009 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16774 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1328015.125000 Penalty: 4887.653320
	Iteration 32Q: 3 clusters Score -1328015 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1328027.875000 Penalty: 4887.653320
	Iteration 33Q: 3 clusters Score -1328028 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16839 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1328042.375000 Penalty: 4887.653320
	Iteration 34Q: 3 clusters Score -1328042 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16872 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1328049.875000 Penalty: 4887.653320
	Iteration 35Q: 3 clusters Score -1328050 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16899 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1328066.500000 Penalty: 4887.653320
	Iteration 36Q: 3 clusters Score -1328066 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16925 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1328071.750000 Penalty: 4887.653320
	Iteration 37Q: 3 clusters Score -1328072 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1328078.000000 Penalty: 4887.653320
	Iteration 38Q: 3 clusters Score -1328078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16940 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1328081.750000 Penalty: 4887.653320
	Iteration 39Q: 3 clusters Score -1328082 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1328079.875000 Penalty: 4887.653320
	Iteration 40F: 3 clusters Score -1328080 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16969 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1328084.375000 Penalty: 4887.653320
	Iteration 41Q: 3 clusters Score -1328084 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1328088.750000 Penalty: 4887.653320
	Iteration 42Q: 3 clusters Score -1328089 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17012 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1328096.375000 Penalty: 4887.653320
	Iteration 43Q: 3 clusters Score -1328096 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17029 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1328098.875000 Penalty: 4887.653320
	Iteration 44Q: 3 clusters Score -1328099 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1328105.625000 Penalty: 4887.653320
	Iteration 45Q: 3 clusters Score -1328106 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1328111.750000 Penalty: 4887.653320
	Iteration 46Q: 3 clusters Score -1328112 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17091 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1328119.625000 Penalty: 4887.653320
	Iteration 47Q: 3 clusters Score -1328120 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17107 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1328125.375000 Penalty: 4887.653320
	Iteration 48Q: 3 clusters Score -1328125 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1328128.875000 Penalty: 4887.653320
	Iteration 49Q: 3 clusters Score -1328129 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1328128.875000 Penalty: 4887.653320
	Iteration 50Q: 3 clusters Score -1328129 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17139 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1328132.500000 Penalty: 4887.653320
	Iteration 51Q: 3 clusters Score -1328132 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1328135.750000 Penalty: 4887.653320
	Iteration 52Q: 3 clusters Score -1328136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1328135.375000 Penalty: 4887.653320
	Iteration 53Q: 3 clusters Score -1328135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17152 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1328135.000000 Penalty: 4887.653320
	Iteration 54Q: 3 clusters Score -1328135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17153 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1328137.125000 Penalty: 4887.653320
	Iteration 55Q: 3 clusters Score -1328137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1328136.625000 Penalty: 4887.653320
	Iteration 56Q: 3 clusters Score -1328137 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1328136.625000 Penalty: 4887.653320
	Iteration 57F: 3 clusters Score -1328137 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Entering Unmasked Estep 
Score: -505510.062500 Penalty: 2174.991699
	Iteration 0F: 2 clusters Score -505510.1 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 3206 members 
Entering Unmasked Estep 
Score: -500066.812500 Penalty: 4349.983398
	Iteration 0F: 3 clusters Score -500066.8 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -501481.718750 Penalty: 4349.983398
	Iteration 1F: 3 clusters Score -501481.7 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -501748.843750 Penalty: 4349.983398
	Iteration 2F: 3 clusters Score -501748.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -501915.375000 Penalty: 4349.983398
	Iteration 3Q: 3 clusters Score -501915.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -502062.906250 Penalty: 4349.983398
	Iteration 4Q: 3 clusters Score -502062.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -502205.625000 Penalty: 4349.983398
	Iteration 5Q: 3 clusters Score -502205.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -502347.937500 Penalty: 4349.983398
	Iteration 6Q: 3 clusters Score -502347.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -502487.343750 Penalty: 4349.983398
	Iteration 7Q: 3 clusters Score -502487.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -502657.625000 Penalty: 4349.983398
	Iteration 8Q: 3 clusters Score -502657.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -502839.281250 Penalty: 4349.983398
	Iteration 9Q: 3 clusters Score -502839.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -502980.562500 Penalty: 4349.983398
	Iteration 10Q: 3 clusters Score -502980.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -503137.437500 Penalty: 4349.983398
	Iteration 11Q: 3 clusters Score -503137.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -503311.218750 Penalty: 4349.983398
	Iteration 12Q: 3 clusters Score -503311.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -503451.687500 Penalty: 4349.983398
	Iteration 13Q: 3 clusters Score -503451.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -503544.718750 Penalty: 4349.983398
	Iteration 14Q: 3 clusters Score -503544.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -503610.343750 Penalty: 4349.983398
	Iteration 15Q: 3 clusters Score -503610.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -503664.593750 Penalty: 4349.983398
	Iteration 16Q: 3 clusters Score -503664.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -503706.312500 Penalty: 4349.983398
	Iteration 17Q: 3 clusters Score -503706.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -503729.031250 Penalty: 4349.983398
	Iteration 18Q: 3 clusters Score -503729 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -503743.437500 Penalty: 4349.983398
	Iteration 19Q: 3 clusters Score -503743.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -503752.812500 Penalty: 4349.983398
	Iteration 20F: 3 clusters Score -503752.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -503761.562500 Penalty: 4349.983398
	Iteration 21Q: 3 clusters Score -503761.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -503767.937500 Penalty: 4349.983398
	Iteration 22Q: 3 clusters Score -503767.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -503772.656250 Penalty: 4349.983398
	Iteration 23Q: 3 clusters Score -503772.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -503777.468750 Penalty: 4349.983398
	Iteration 24Q: 3 clusters Score -503777.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -503779.437500 Penalty: 4349.983398
	Iteration 25Q: 3 clusters Score -503779.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -503783.750000 Penalty: 4349.983398
	Iteration 26Q: 3 clusters Score -503783.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -503787.156250 Penalty: 4349.983398
	Iteration 27Q: 3 clusters Score -503787.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -503790.093750 Penalty: 4349.983398
	Iteration 28Q: 3 clusters Score -503790.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -503791.875000 Penalty: 4349.983398
	Iteration 29Q: 3 clusters Score -503791.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -503792.843750 Penalty: 4349.983398
	Iteration 30Q: 3 clusters Score -503792.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -503793.343750 Penalty: 4349.983398
	Iteration 31Q: 3 clusters Score -503793.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -503793.125000 Penalty: 4349.983398
	Iteration 32Q: 3 clusters Score -503793.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -503793.718750 Penalty: 4349.983398
	Iteration 33Q: 3 clusters Score -503793.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -503793.718750 Penalty: 4349.983398
	Iteration 34F: 3 clusters Score -503793.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (62373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62373 members 
Entering Unmasked Estep 
Score: -4892332.000000 Penalty: 2738.140137
	Iteration 0F: 2 clusters Score -4892332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31069 members 
Mstep: Class 2 contains 31304 members 
Entering Unmasked Estep 
Score: -4850553.500000 Penalty: 5476.280273
	Iteration 0F: 3 clusters Score -4850554 nChanged 29063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29200 members 
Mstep: Class 2 contains 33173 members 
Entering Unmasked Estep 
Score: -4866669.000000 Penalty: 5476.280273
	Iteration 1F: 3 clusters Score -4866669 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28231 members 
Mstep: Class 2 contains 34142 members 
Entering Unmasked Estep 
Score: -4867262.500000 Penalty: 5476.280273
	Iteration 2Q: 3 clusters Score -4867262 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26836 members 
Mstep: Class 2 contains 35537 members 
Entering Unmasked Estep 
Score: -4867997.500000 Penalty: 5476.280273
	Iteration 3Q: 3 clusters Score -4867998 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24803 members 
Mstep: Class 2 contains 37570 members 
Entering Unmasked Estep 
Score: -4868983.000000 Penalty: 5476.280273
	Iteration 4Q: 3 clusters Score -4868983 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21949 members 
Mstep: Class 2 contains 40424 members 
Entering Unmasked Estep 
Score: -4870547.000000 Penalty: 5476.280273
	Iteration 5F: 3 clusters Score -4870547 nChanged 4076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18017 members 
Mstep: Class 2 contains 44356 members 
Entering Unmasked Estep 
Score: -4873236.000000 Penalty: 5476.280273
	Iteration 6F: 3 clusters Score -4873236 nChanged 4895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 49209 members 
Entering Unmasked Estep 
Score: -4877259.500000 Penalty: 5476.280273
	Iteration 7F: 3 clusters Score -4877260 nChanged 5287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 54476 members 
Entering Unmasked Estep 
Score: -4882320.000000 Penalty: 5476.280273
	Iteration 8F: 3 clusters Score -4882320 nChanged 4117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 58583 members 
Entering Unmasked Estep 
Score: -4886445.000000 Penalty: 5476.280273
	Iteration 9F: 3 clusters Score -4886445 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 60850 members 
Entering Unmasked Estep 
Score: -4888643.500000 Penalty: 5476.280273
	Iteration 10Q: 3 clusters Score -4888644 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 61698 members 
Entering Unmasked Estep 
Score: -4889456.000000 Penalty: 5476.280273
	Iteration 11Q: 3 clusters Score -4889456 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 61948 members 
Entering Unmasked Estep 
Score: -4889720.000000 Penalty: 5476.280273
	Iteration 12Q: 3 clusters Score -4889720 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 62038 members 
Entering Unmasked Estep 
Score: -4889859.500000 Penalty: 5476.280273
	Iteration 13Q: 3 clusters Score -4889860 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 62074 members 
Entering Unmasked Estep 
Score: -4889923.000000 Penalty: 5476.280273
	Iteration 14Q: 3 clusters Score -4889923 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 62089 members 
Entering Unmasked Estep 
Score: -4889962.500000 Penalty: 5476.280273
	Iteration 15Q: 3 clusters Score -4889962 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 62094 members 
Entering Unmasked Estep 
Score: -4889976.000000 Penalty: 5476.280273
	Iteration 16Q: 3 clusters Score -4889976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 62100 members 
Entering Unmasked Estep 
Score: -4889984.500000 Penalty: 5476.280273
	Iteration 17Q: 3 clusters Score -4889984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 62101 members 
Entering Unmasked Estep 
Score: -4889992.000000 Penalty: 5476.280273
	Iteration 18Q: 3 clusters Score -4889992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 62102 members 
Entering Unmasked Estep 
Score: -4889993.000000 Penalty: 5476.280273
	Iteration 19Q: 3 clusters Score -4889993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 62104 members 
Entering Unmasked Estep 
Score: -4889996.500000 Penalty: 5476.280273
	Iteration 20F: 3 clusters Score -4889996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (70450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70450 members 
Entering Unmasked Estep 
Score: -5690838.000000 Penalty: 2768.339355
	Iteration 0F: 2 clusters Score -5690838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35257 members 
Mstep: Class 2 contains 35193 members 
Entering Unmasked Estep 
Score: -5643713.500000 Penalty: 5536.678711
	Iteration 0F: 3 clusters Score -5643714 nChanged 33183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36198 members 
Mstep: Class 2 contains 34252 members 
Entering Unmasked Estep 
Score: -5662306.500000 Penalty: 5536.678711
	Iteration 1F: 3 clusters Score -5662306 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37070 members 
Mstep: Class 2 contains 33380 members 
Entering Unmasked Estep 
Score: -5663152.500000 Penalty: 5536.678711
	Iteration 2Q: 3 clusters Score -5663152 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38574 members 
Mstep: Class 2 contains 31876 members 
Entering Unmasked Estep 
Score: -5664399.000000 Penalty: 5536.678711
	Iteration 3Q: 3 clusters Score -5664399 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40811 members 
Mstep: Class 2 contains 29639 members 
Entering Unmasked Estep 
Score: -5666612.500000 Penalty: 5536.678711
	Iteration 4F: 3 clusters Score -5666612 nChanged 4967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43918 members 
Mstep: Class 2 contains 26532 members 
Entering Unmasked Estep 
Score: -5670261.000000 Penalty: 5536.678711
	Iteration 5F: 3 clusters Score -5670261 nChanged 5772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47614 members 
Mstep: Class 2 contains 22836 members 
Entering Unmasked Estep 
Score: -5674961.000000 Penalty: 5536.678711
	Iteration 6F: 3 clusters Score -5674961 nChanged 5568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51238 members 
Mstep: Class 2 contains 19212 members 
Entering Unmasked Estep 
Score: -5679320.500000 Penalty: 5536.678711
	Iteration 7F: 3 clusters Score -5679320 nChanged 4417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54159 members 
Mstep: Class 2 contains 16291 members 
Entering Unmasked Estep 
Score: -5682230.000000 Penalty: 5536.678711
	Iteration 8F: 3 clusters Score -5682230 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56416 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -5683800.000000 Penalty: 5536.678711
	Iteration 9Q: 3 clusters Score -5683800 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58229 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -5684839.000000 Penalty: 5536.678711
	Iteration 10Q: 3 clusters Score -5684839 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59812 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -5685558.500000 Penalty: 5536.678711
	Iteration 11Q: 3 clusters Score -5685558 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61191 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -5686187.500000 Penalty: 5536.678711
	Iteration 12Q: 3 clusters Score -5686188 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62416 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -5686719.500000 Penalty: 5536.678711
	Iteration 13Q: 3 clusters Score -5686720 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63529 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -5687184.000000 Penalty: 5536.678711
	Iteration 14Q: 3 clusters Score -5687184 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64491 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -5687573.500000 Penalty: 5536.678711
	Iteration 15Q: 3 clusters Score -5687574 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65292 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -5687883.000000 Penalty: 5536.678711
	Iteration 16Q: 3 clusters Score -5687883 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65953 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -5688129.500000 Penalty: 5536.678711
	Iteration 17Q: 3 clusters Score -5688130 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66500 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -5688347.000000 Penalty: 5536.678711
	Iteration 18Q: 3 clusters Score -5688347 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66994 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -5688460.500000 Penalty: 5536.678711
	Iteration 19Q: 3 clusters Score -5688460 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67385 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -5688611.500000 Penalty: 5536.678711
	Iteration 20F: 3 clusters Score -5688612 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67692 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -5688750.500000 Penalty: 5536.678711
	Iteration 21Q: 3 clusters Score -5688750 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67937 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -5688832.500000 Penalty: 5536.678711
	Iteration 22Q: 3 clusters Score -5688832 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68124 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -5688872.000000 Penalty: 5536.678711
	Iteration 23Q: 3 clusters Score -5688872 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68282 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -5688911.500000 Penalty: 5536.678711
	Iteration 24Q: 3 clusters Score -5688912 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68399 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -5688972.000000 Penalty: 5536.678711
	Iteration 25Q: 3 clusters Score -5688972 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68485 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -5688994.500000 Penalty: 5536.678711
	Iteration 26Q: 3 clusters Score -5688994 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68557 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -5689026.000000 Penalty: 5536.678711
	Iteration 27Q: 3 clusters Score -5689026 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68616 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -5689044.500000 Penalty: 5536.678711
	Iteration 28Q: 3 clusters Score -5689044 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68657 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -5689067.000000 Penalty: 5536.678711
	Iteration 29Q: 3 clusters Score -5689067 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68694 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -5689063.500000 Penalty: 5536.678711
	Iteration 30Q: 3 clusters Score -5689064 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68721 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -5689075.000000 Penalty: 5536.678711
	Iteration 31Q: 3 clusters Score -5689075 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68751 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -5689092.000000 Penalty: 5536.678711
	Iteration 32Q: 3 clusters Score -5689092 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68777 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -5689093.500000 Penalty: 5536.678711
	Iteration 33Q: 3 clusters Score -5689094 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68796 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -5689095.500000 Penalty: 5536.678711
	Iteration 34Q: 3 clusters Score -5689096 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68811 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -5689085.500000 Penalty: 5536.678711
	Iteration 35Q: 3 clusters Score -5689086 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68825 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -5689083.000000 Penalty: 5536.678711
	Iteration 36Q: 3 clusters Score -5689083 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68839 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -5689093.000000 Penalty: 5536.678711
	Iteration 37Q: 3 clusters Score -5689093 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68850 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -5689099.000000 Penalty: 5536.678711
	Iteration 38Q: 3 clusters Score -5689099 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68859 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -5689098.000000 Penalty: 5536.678711
	Iteration 39Q: 3 clusters Score -5689098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68864 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -5689098.500000 Penalty: 5536.678711
	Iteration 40F: 3 clusters Score -5689098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68865 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -5689104.500000 Penalty: 5536.678711
	Iteration 41Q: 3 clusters Score -5689104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68867 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -5689107.500000 Penalty: 5536.678711
	Iteration 42Q: 3 clusters Score -5689108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68872 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -5689106.500000 Penalty: 5536.678711
	Iteration 43Q: 3 clusters Score -5689106 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68882 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -5689098.000000 Penalty: 5536.678711
	Iteration 44Q: 3 clusters Score -5689098 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68894 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -5689105.000000 Penalty: 5536.678711
	Iteration 45Q: 3 clusters Score -5689105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68898 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -5689111.500000 Penalty: 5536.678711
	Iteration 46Q: 3 clusters Score -5689112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68900 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -5689117.000000 Penalty: 5536.678711
	Iteration 47Q: 3 clusters Score -5689117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68903 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -5689117.500000 Penalty: 5536.678711
	Iteration 48Q: 3 clusters Score -5689118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68907 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -5689116.500000 Penalty: 5536.678711
	Iteration 49Q: 3 clusters Score -5689116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68910 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -5689113.500000 Penalty: 5536.678711
	Iteration 50Q: 3 clusters Score -5689114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68911 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -5689111.500000 Penalty: 5536.678711
	Iteration 51Q: 3 clusters Score -5689112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68912 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -5689115.500000 Penalty: 5536.678711
	Iteration 52Q: 3 clusters Score -5689116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68912 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -5689115.500000 Penalty: 5536.678711
	Iteration 53F: 3 clusters Score -5689116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Entering Unmasked Estep 
Score: -477054.937500 Penalty: 2161.050049
	Iteration 0F: 2 clusters Score -477054.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -471825.156250 Penalty: 4322.100098
	Iteration 0F: 3 clusters Score -471825.2 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -473129.718750 Penalty: 4322.100098
	Iteration 1F: 3 clusters Score -473129.7 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -473399.593750 Penalty: 4322.100098
	Iteration 2F: 3 clusters Score -473399.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -473576.093750 Penalty: 4322.100098
	Iteration 3F: 3 clusters Score -473576.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -473708.593750 Penalty: 4322.100098
	Iteration 4Q: 3 clusters Score -473708.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -473817.125000 Penalty: 4322.100098
	Iteration 5Q: 3 clusters Score -473817.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -473937.625000 Penalty: 4322.100098
	Iteration 6Q: 3 clusters Score -473937.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -474072.218750 Penalty: 4322.100098
	Iteration 7Q: 3 clusters Score -474072.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -474220.343750 Penalty: 4322.100098
	Iteration 8Q: 3 clusters Score -474220.3 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -474384.218750 Penalty: 4322.100098
	Iteration 9Q: 3 clusters Score -474384.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -474553.906250 Penalty: 4322.100098
	Iteration 10Q: 3 clusters Score -474553.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -474714.593750 Penalty: 4322.100098
	Iteration 11Q: 3 clusters Score -474714.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -474865.406250 Penalty: 4322.100098
	Iteration 12Q: 3 clusters Score -474865.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -474996.250000 Penalty: 4322.100098
	Iteration 13Q: 3 clusters Score -474996.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -475102.250000 Penalty: 4322.100098
	Iteration 14Q: 3 clusters Score -475102.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -475190.562500 Penalty: 4322.100098
	Iteration 15Q: 3 clusters Score -475190.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -475259.718750 Penalty: 4322.100098
	Iteration 16Q: 3 clusters Score -475259.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -475306.062500 Penalty: 4322.100098
	Iteration 17Q: 3 clusters Score -475306.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -475332.718750 Penalty: 4322.100098
	Iteration 18Q: 3 clusters Score -475332.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -475346.312500 Penalty: 4322.100098
	Iteration 19Q: 3 clusters Score -475346.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -475354.500000 Penalty: 4322.100098
	Iteration 20F: 3 clusters Score -475354.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -475360.000000 Penalty: 4322.100098
	Iteration 21Q: 3 clusters Score -475360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -475361.281250 Penalty: 4322.100098
	Iteration 22Q: 3 clusters Score -475361.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -475365.750000 Penalty: 4322.100098
	Iteration 23Q: 3 clusters Score -475365.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -475367.750000 Penalty: 4322.100098
	Iteration 24Q: 3 clusters Score -475367.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -475367.750000 Penalty: 4322.100098
	Iteration 25F: 3 clusters Score -475367.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Entering Unmasked Estep 
Score: -678518.562500 Penalty: 2254.062988
	Iteration 0F: 2 clusters Score -678518.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -671514.125000 Penalty: 4508.125977
	Iteration 0F: 3 clusters Score -671514.1 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -673534.687500 Penalty: 4508.125977
	Iteration 1F: 3 clusters Score -673534.7 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -673865.562500 Penalty: 4508.125977
	Iteration 2F: 3 clusters Score -673865.6 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -674141.437500 Penalty: 4508.125977
	Iteration 3F: 3 clusters Score -674141.4 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -674354.062500 Penalty: 4508.125977
	Iteration 4Q: 3 clusters Score -674354.1 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -674550.750000 Penalty: 4508.125977
	Iteration 5Q: 3 clusters Score -674550.8 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -674728.187500 Penalty: 4508.125977
	Iteration 6Q: 3 clusters Score -674728.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -674884.187500 Penalty: 4508.125977
	Iteration 7Q: 3 clusters Score -674884.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -675080.000000 Penalty: 4508.125977
	Iteration 8Q: 3 clusters Score -675080 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -675336.375000 Penalty: 4508.125977
	Iteration 9Q: 3 clusters Score -675336.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -675598.062500 Penalty: 4508.125977
	Iteration 10Q: 3 clusters Score -675598.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -675815.375000 Penalty: 4508.125977
	Iteration 11Q: 3 clusters Score -675815.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -676001.125000 Penalty: 4508.125977
	Iteration 12Q: 3 clusters Score -676001.1 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -676195.187500 Penalty: 4508.125977
	Iteration 13Q: 3 clusters Score -676195.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -676352.375000 Penalty: 4508.125977
	Iteration 14Q: 3 clusters Score -676352.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -676499.812500 Penalty: 4508.125977
	Iteration 15Q: 3 clusters Score -676499.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -676622.375000 Penalty: 4508.125977
	Iteration 16Q: 3 clusters Score -676622.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -676747.312500 Penalty: 4508.125977
	Iteration 17Q: 3 clusters Score -676747.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -676939.937500 Penalty: 4508.125977
	Iteration 18Q: 3 clusters Score -676939.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -677181.562500 Penalty: 4508.125977
	Iteration 19Q: 3 clusters Score -677181.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -677423.500000 Penalty: 4508.125977
	Iteration 20F: 3 clusters Score -677423.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -677598.250000 Penalty: 4508.125977
	Iteration 21Q: 3 clusters Score -677598.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -677689.687500 Penalty: 4508.125977
	Iteration 22Q: 3 clusters Score -677689.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -677734.250000 Penalty: 4508.125977
	Iteration 23Q: 3 clusters Score -677734.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -677766.562500 Penalty: 4508.125977
	Iteration 24Q: 3 clusters Score -677766.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -677789.375000 Penalty: 4508.125977
	Iteration 25Q: 3 clusters Score -677789.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -677801.687500 Penalty: 4508.125977
	Iteration 26Q: 3 clusters Score -677801.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -677810.500000 Penalty: 4508.125977
	Iteration 27Q: 3 clusters Score -677810.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -677817.000000 Penalty: 4508.125977
	Iteration 28Q: 3 clusters Score -677817 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -677820.250000 Penalty: 4508.125977
	Iteration 29Q: 3 clusters Score -677820.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -677821.875000 Penalty: 4508.125977
	Iteration 30Q: 3 clusters Score -677821.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -677827.812500 Penalty: 4508.125977
	Iteration 31Q: 3 clusters Score -677827.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -677830.000000 Penalty: 4508.125977
	Iteration 32Q: 3 clusters Score -677830 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -677834.000000 Penalty: 4508.125977
	Iteration 33Q: 3 clusters Score -677834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -677835.250000 Penalty: 4508.125977
	Iteration 34Q: 3 clusters Score -677835.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -677835.562500 Penalty: 4508.125977
	Iteration 35Q: 3 clusters Score -677835.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -677837.625000 Penalty: 4508.125977
	Iteration 36Q: 3 clusters Score -677837.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -677840.062500 Penalty: 4508.125977
	Iteration 37Q: 3 clusters Score -677840.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -677839.375000 Penalty: 4508.125977
	Iteration 38Q: 3 clusters Score -677839.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -677840.375000 Penalty: 4508.125977
	Iteration 39Q: 3 clusters Score -677840.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -677840.375000 Penalty: 4508.125977
	Iteration 40F: 3 clusters Score -677840.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Entering Unmasked Estep 
Score: -1065212.500000 Penalty: 2374.268311
	Iteration 0F: 2 clusters Score -1065212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1054767.250000 Penalty: 4748.536621
	Iteration 0F: 3 clusters Score -1054767 nChanged 6217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1058235.750000 Penalty: 4748.536621
	Iteration 1F: 3 clusters Score -1058236 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1058676.000000 Penalty: 4748.536621
	Iteration 2F: 3 clusters Score -1058676 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -1059030.750000 Penalty: 4748.536621
	Iteration 3F: 3 clusters Score -1059031 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1059330.250000 Penalty: 4748.536621
	Iteration 4Q: 3 clusters Score -1059330 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -1059636.250000 Penalty: 4748.536621
	Iteration 5Q: 3 clusters Score -1059636 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1059989.875000 Penalty: 4748.536621
	Iteration 6Q: 3 clusters Score -1059990 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -1060363.250000 Penalty: 4748.536621
	Iteration 7Q: 3 clusters Score -1060363 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -1060735.125000 Penalty: 4748.536621
	Iteration 8Q: 3 clusters Score -1060735 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -1061079.500000 Penalty: 4748.536621
	Iteration 9Q: 3 clusters Score -1061080 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -1061368.500000 Penalty: 4748.536621
	Iteration 10Q: 3 clusters Score -1061368 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -1061622.125000 Penalty: 4748.536621
	Iteration 11Q: 3 clusters Score -1061622 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -1061820.750000 Penalty: 4748.536621
	Iteration 12Q: 3 clusters Score -1061821 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -1062012.250000 Penalty: 4748.536621
	Iteration 13Q: 3 clusters Score -1062012 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -1062216.375000 Penalty: 4748.536621
	Iteration 14Q: 3 clusters Score -1062216 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -1062396.500000 Penalty: 4748.536621
	Iteration 15Q: 3 clusters Score -1062396 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -1062563.500000 Penalty: 4748.536621
	Iteration 16Q: 3 clusters Score -1062564 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -1062732.750000 Penalty: 4748.536621
	Iteration 17Q: 3 clusters Score -1062733 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -1062861.250000 Penalty: 4748.536621
	Iteration 18Q: 3 clusters Score -1062861 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -1062964.500000 Penalty: 4748.536621
	Iteration 19Q: 3 clusters Score -1062964 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -1063048.375000 Penalty: 4748.536621
	Iteration 20F: 3 clusters Score -1063048 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -1063135.125000 Penalty: 4748.536621
	Iteration 21Q: 3 clusters Score -1063135 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -1063204.875000 Penalty: 4748.536621
	Iteration 22Q: 3 clusters Score -1063205 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -1063256.250000 Penalty: 4748.536621
	Iteration 23Q: 3 clusters Score -1063256 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -1063296.875000 Penalty: 4748.536621
	Iteration 24Q: 3 clusters Score -1063297 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -1063327.000000 Penalty: 4748.536621
	Iteration 25Q: 3 clusters Score -1063327 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -1063350.375000 Penalty: 4748.536621
	Iteration 26Q: 3 clusters Score -1063350 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -1063379.375000 Penalty: 4748.536621
	Iteration 27Q: 3 clusters Score -1063379 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -1063397.375000 Penalty: 4748.536621
	Iteration 28Q: 3 clusters Score -1063397 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -1063415.500000 Penalty: 4748.536621
	Iteration 29Q: 3 clusters Score -1063416 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -1063432.000000 Penalty: 4748.536621
	Iteration 30Q: 3 clusters Score -1063432 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -1063448.500000 Penalty: 4748.536621
	Iteration 31Q: 3 clusters Score -1063448 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -1063462.000000 Penalty: 4748.536621
	Iteration 32Q: 3 clusters Score -1063462 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -1063472.750000 Penalty: 4748.536621
	Iteration 33Q: 3 clusters Score -1063473 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -1063483.625000 Penalty: 4748.536621
	Iteration 34Q: 3 clusters Score -1063484 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -1063488.625000 Penalty: 4748.536621
	Iteration 35Q: 3 clusters Score -1063489 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -1063501.750000 Penalty: 4748.536621
	Iteration 36Q: 3 clusters Score -1063502 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -1063505.125000 Penalty: 4748.536621
	Iteration 37Q: 3 clusters Score -1063505 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -1063510.500000 Penalty: 4748.536621
	Iteration 38Q: 3 clusters Score -1063510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -1063512.875000 Penalty: 4748.536621
	Iteration 39Q: 3 clusters Score -1063513 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -1063513.875000 Penalty: 4748.536621
	Iteration 40F: 3 clusters Score -1063514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -1063516.875000 Penalty: 4748.536621
	Iteration 41Q: 3 clusters Score -1063517 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -1063517.500000 Penalty: 4748.536621
	Iteration 42Q: 3 clusters Score -1063518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -1063521.250000 Penalty: 4748.536621
	Iteration 43Q: 3 clusters Score -1063521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -1063521.625000 Penalty: 4748.536621
	Iteration 44Q: 3 clusters Score -1063522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -1063522.000000 Penalty: 4748.536621
	Iteration 45Q: 3 clusters Score -1063522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -1063522.125000 Penalty: 4748.536621
	Iteration 46Q: 3 clusters Score -1063522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -1063524.125000 Penalty: 4748.536621
	Iteration 47Q: 3 clusters Score -1063524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -1063525.375000 Penalty: 4748.536621
	Iteration 48Q: 3 clusters Score -1063525 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -1063527.500000 Penalty: 4748.536621
	Iteration 49Q: 3 clusters Score -1063528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -1063527.125000 Penalty: 4748.536621
	Iteration 50Q: 3 clusters Score -1063527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -1063527.500000 Penalty: 4748.536621
	Iteration 51Q: 3 clusters Score -1063528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -1063529.250000 Penalty: 4748.536621
	Iteration 52Q: 3 clusters Score -1063529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -1063531.125000 Penalty: 4748.536621
	Iteration 53Q: 3 clusters Score -1063531 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -1063532.000000 Penalty: 4748.536621
	Iteration 54Q: 3 clusters Score -1063532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -1063533.000000 Penalty: 4748.536621
	Iteration 55Q: 3 clusters Score -1063533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -1063535.000000 Penalty: 4748.536621
	Iteration 56Q: 3 clusters Score -1063535 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -1063538.750000 Penalty: 4748.536621
	Iteration 57Q: 3 clusters Score -1063539 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -1063541.000000 Penalty: 4748.536621
	Iteration 58Q: 3 clusters Score -1063541 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -1063550.000000 Penalty: 4748.536621
	Iteration 59Q: 3 clusters Score -1063550 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -1063554.875000 Penalty: 4748.536621
	Iteration 60F: 3 clusters Score -1063555 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -1063559.375000 Penalty: 4748.536621
	Iteration 61Q: 3 clusters Score -1063559 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -1063566.625000 Penalty: 4748.536621
	Iteration 62Q: 3 clusters Score -1063567 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -1063574.875000 Penalty: 4748.536621
	Iteration 63Q: 3 clusters Score -1063575 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -1063582.250000 Penalty: 4748.536621
	Iteration 64Q: 3 clusters Score -1063582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -1063585.875000 Penalty: 4748.536621
	Iteration 65Q: 3 clusters Score -1063586 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -1063585.125000 Penalty: 4748.536621
	Iteration 66Q: 3 clusters Score -1063585 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -1063589.125000 Penalty: 4748.536621
	Iteration 67Q: 3 clusters Score -1063589 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -1063591.875000 Penalty: 4748.536621
	Iteration 68Q: 3 clusters Score -1063592 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -1063592.375000 Penalty: 4748.536621
	Iteration 69Q: 3 clusters Score -1063592 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -1063596.750000 Penalty: 4748.536621
	Iteration 70Q: 3 clusters Score -1063597 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -1063601.500000 Penalty: 4748.536621
	Iteration 71Q: 3 clusters Score -1063602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -1063600.875000 Penalty: 4748.536621
	Iteration 72Q: 3 clusters Score -1063601 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -1063607.875000 Penalty: 4748.536621
	Iteration 73Q: 3 clusters Score -1063608 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -1063610.750000 Penalty: 4748.536621
	Iteration 74Q: 3 clusters Score -1063611 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -1063616.250000 Penalty: 4748.536621
	Iteration 75Q: 3 clusters Score -1063616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -1063617.625000 Penalty: 4748.536621
	Iteration 76Q: 3 clusters Score -1063618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -1063619.500000 Penalty: 4748.536621
	Iteration 77Q: 3 clusters Score -1063620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -1063618.250000 Penalty: 4748.536621
	Iteration 78Q: 3 clusters Score -1063618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -1063619.500000 Penalty: 4748.536621
	Iteration 79Q: 3 clusters Score -1063620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -1063621.500000 Penalty: 4748.536621
	Iteration 80F: 3 clusters Score -1063622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -1063621.875000 Penalty: 4748.536621
	Iteration 81Q: 3 clusters Score -1063622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -1063626.000000 Penalty: 4748.536621
	Iteration 82Q: 3 clusters Score -1063626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -1063632.125000 Penalty: 4748.536621
	Iteration 83Q: 3 clusters Score -1063632 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -1063633.875000 Penalty: 4748.536621
	Iteration 84Q: 3 clusters Score -1063634 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -1063638.125000 Penalty: 4748.536621
	Iteration 85Q: 3 clusters Score -1063638 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -1063640.375000 Penalty: 4748.536621
	Iteration 86Q: 3 clusters Score -1063640 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -1063644.000000 Penalty: 4748.536621
	Iteration 87Q: 3 clusters Score -1063644 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -1063648.000000 Penalty: 4748.536621
	Iteration 88Q: 3 clusters Score -1063648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -1063649.250000 Penalty: 4748.536621
	Iteration 89Q: 3 clusters Score -1063649 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -1063653.875000 Penalty: 4748.536621
	Iteration 90Q: 3 clusters Score -1063654 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -1063659.000000 Penalty: 4748.536621
	Iteration 91Q: 3 clusters Score -1063659 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -1063661.875000 Penalty: 4748.536621
	Iteration 92Q: 3 clusters Score -1063662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -1063664.000000 Penalty: 4748.536621
	Iteration 93Q: 3 clusters Score -1063664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -1063663.625000 Penalty: 4748.536621
	Iteration 94Q: 3 clusters Score -1063664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -1063663.625000 Penalty: 4748.536621
	Iteration 95Q: 3 clusters Score -1063664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -1063664.000000 Penalty: 4748.536621
	Iteration 96Q: 3 clusters Score -1063664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -1063664.375000 Penalty: 4748.536621
	Iteration 97Q: 3 clusters Score -1063664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -1063666.625000 Penalty: 4748.536621
	Iteration 98Q: 3 clusters Score -1063667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -1063666.500000 Penalty: 4748.536621
	Iteration 99Q: 3 clusters Score -1063666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -1063667.500000 Penalty: 4748.536621
	Iteration 100F: 3 clusters Score -1063668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Entering Unmasked Estep 
Score: -359518.343750 Penalty: 2101.881592
	Iteration 0F: 2 clusters Score -359518.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -355119.437500 Penalty: 4203.763184
	Iteration 0F: 3 clusters Score -355119.4 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -356166.875000 Penalty: 4203.763184
	Iteration 1F: 3 clusters Score -356166.9 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -356410.250000 Penalty: 4203.763184
	Iteration 2F: 3 clusters Score -356410.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -356564.875000 Penalty: 4203.763184
	Iteration 3F: 3 clusters Score -356564.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -356685.437500 Penalty: 4203.763184
	Iteration 4Q: 3 clusters Score -356685.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -356783.906250 Penalty: 4203.763184
	Iteration 5Q: 3 clusters Score -356783.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -356863.906250 Penalty: 4203.763184
	Iteration 6Q: 3 clusters Score -356863.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -356936.812500 Penalty: 4203.763184
	Iteration 7Q: 3 clusters Score -356936.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -357019.750000 Penalty: 4203.763184
	Iteration 8Q: 3 clusters Score -357019.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -357105.562500 Penalty: 4203.763184
	Iteration 9Q: 3 clusters Score -357105.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -357192.156250 Penalty: 4203.763184
	Iteration 10Q: 3 clusters Score -357192.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -357277.406250 Penalty: 4203.763184
	Iteration 11Q: 3 clusters Score -357277.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -357371.968750 Penalty: 4203.763184
	Iteration 12Q: 3 clusters Score -357372 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -357476.187500 Penalty: 4203.763184
	Iteration 13Q: 3 clusters Score -357476.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -357599.187500 Penalty: 4203.763184
	Iteration 14Q: 3 clusters Score -357599.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -357747.062500 Penalty: 4203.763184
	Iteration 15Q: 3 clusters Score -357747.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -357900.187500 Penalty: 4203.763184
	Iteration 16Q: 3 clusters Score -357900.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -358087.906250 Penalty: 4203.763184
	Iteration 17Q: 3 clusters Score -358087.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -358259.781250 Penalty: 4203.763184
	Iteration 18Q: 3 clusters Score -358259.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -358391.250000 Penalty: 4203.763184
	Iteration 19Q: 3 clusters Score -358391.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -358522.343750 Penalty: 4203.763184
	Iteration 20F: 3 clusters Score -358522.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -358618.937500 Penalty: 4203.763184
	Iteration 21Q: 3 clusters Score -358618.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -358676.000000 Penalty: 4203.763184
	Iteration 22Q: 3 clusters Score -358676 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -358714.656250 Penalty: 4203.763184
	Iteration 23Q: 3 clusters Score -358714.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -358743.812500 Penalty: 4203.763184
	Iteration 24Q: 3 clusters Score -358743.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -358772.531250 Penalty: 4203.763184
	Iteration 25Q: 3 clusters Score -358772.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -358793.968750 Penalty: 4203.763184
	Iteration 26Q: 3 clusters Score -358794 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -358811.406250 Penalty: 4203.763184
	Iteration 27Q: 3 clusters Score -358811.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -358825.468750 Penalty: 4203.763184
	Iteration 28Q: 3 clusters Score -358825.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -358835.406250 Penalty: 4203.763184
	Iteration 29Q: 3 clusters Score -358835.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -358842.937500 Penalty: 4203.763184
	Iteration 30Q: 3 clusters Score -358842.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -358850.562500 Penalty: 4203.763184
	Iteration 31Q: 3 clusters Score -358850.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -358857.718750 Penalty: 4203.763184
	Iteration 32Q: 3 clusters Score -358857.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -358866.093750 Penalty: 4203.763184
	Iteration 33Q: 3 clusters Score -358866.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -358873.031250 Penalty: 4203.763184
	Iteration 34Q: 3 clusters Score -358873 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -358882.406250 Penalty: 4203.763184
	Iteration 35Q: 3 clusters Score -358882.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -358892.968750 Penalty: 4203.763184
	Iteration 36Q: 3 clusters Score -358893 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -358902.968750 Penalty: 4203.763184
	Iteration 37Q: 3 clusters Score -358903 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -358915.156250 Penalty: 4203.763184
	Iteration 38Q: 3 clusters Score -358915.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -358924.968750 Penalty: 4203.763184
	Iteration 39Q: 3 clusters Score -358925 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -358939.250000 Penalty: 4203.763184
	Iteration 40F: 3 clusters Score -358939.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -358953.437500 Penalty: 4203.763184
	Iteration 41Q: 3 clusters Score -358953.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -358963.125000 Penalty: 4203.763184
	Iteration 42Q: 3 clusters Score -358963.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -358969.812500 Penalty: 4203.763184
	Iteration 43Q: 3 clusters Score -358969.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -358971.718750 Penalty: 4203.763184
	Iteration 44Q: 3 clusters Score -358971.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -358975.281250 Penalty: 4203.763184
	Iteration 45Q: 3 clusters Score -358975.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -358978.500000 Penalty: 4203.763184
	Iteration 46Q: 3 clusters Score -358978.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -358978.750000 Penalty: 4203.763184
	Iteration 47Q: 3 clusters Score -358978.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -358980.500000 Penalty: 4203.763184
	Iteration 48Q: 3 clusters Score -358980.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -358982.468750 Penalty: 4203.763184
	Iteration 49Q: 3 clusters Score -358982.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -358982.875000 Penalty: 4203.763184
	Iteration 50Q: 3 clusters Score -358982.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -358983.406250 Penalty: 4203.763184
	Iteration 51Q: 3 clusters Score -358983.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -358983.843750 Penalty: 4203.763184
	Iteration 52Q: 3 clusters Score -358983.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -358985.500000 Penalty: 4203.763184
	Iteration 53Q: 3 clusters Score -358985.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -358986.125000 Penalty: 4203.763184
	Iteration 54Q: 3 clusters Score -358986.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -358986.125000 Penalty: 4203.763184
	Iteration 55F: 3 clusters Score -358986.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Entering Unmasked Estep 
Score: -603188.312500 Penalty: 2223.307861
	Iteration 0F: 2 clusters Score -603188.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -596878.000000 Penalty: 4446.615723
	Iteration 0F: 3 clusters Score -596878 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -598592.875000 Penalty: 4446.615723
	Iteration 1F: 3 clusters Score -598592.9 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -598916.500000 Penalty: 4446.615723
	Iteration 2F: 3 clusters Score -598916.5 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -599198.687500 Penalty: 4446.615723
	Iteration 3F: 3 clusters Score -599198.7 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -599462.500000 Penalty: 4446.615723
	Iteration 4F: 3 clusters Score -599462.5 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -599711.250000 Penalty: 4446.615723
	Iteration 5Q: 3 clusters Score -599711.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -599961.125000 Penalty: 4446.615723
	Iteration 6Q: 3 clusters Score -599961.1 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -600224.062500 Penalty: 4446.615723
	Iteration 7Q: 3 clusters Score -600224.1 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -600468.875000 Penalty: 4446.615723
	Iteration 8Q: 3 clusters Score -600468.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -600686.937500 Penalty: 4446.615723
	Iteration 9Q: 3 clusters Score -600686.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -600874.000000 Penalty: 4446.615723
	Iteration 10Q: 3 clusters Score -600874 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -601046.062500 Penalty: 4446.615723
	Iteration 11Q: 3 clusters Score -601046.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -601213.812500 Penalty: 4446.615723
	Iteration 12Q: 3 clusters Score -601213.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -601362.937500 Penalty: 4446.615723
	Iteration 13Q: 3 clusters Score -601362.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -601527.625000 Penalty: 4446.615723
	Iteration 14Q: 3 clusters Score -601527.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -601704.812500 Penalty: 4446.615723
	Iteration 15Q: 3 clusters Score -601704.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -601824.125000 Penalty: 4446.615723
	Iteration 16Q: 3 clusters Score -601824.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -601897.250000 Penalty: 4446.615723
	Iteration 17Q: 3 clusters Score -601897.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -601946.062500 Penalty: 4446.615723
	Iteration 18Q: 3 clusters Score -601946.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -601978.187500 Penalty: 4446.615723
	Iteration 19Q: 3 clusters Score -601978.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -601996.187500 Penalty: 4446.615723
	Iteration 20F: 3 clusters Score -601996.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -602007.687500 Penalty: 4446.615723
	Iteration 21Q: 3 clusters Score -602007.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -602015.687500 Penalty: 4446.615723
	Iteration 22Q: 3 clusters Score -602015.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -602024.937500 Penalty: 4446.615723
	Iteration 23Q: 3 clusters Score -602024.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -602032.375000 Penalty: 4446.615723
	Iteration 24Q: 3 clusters Score -602032.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -602038.250000 Penalty: 4446.615723
	Iteration 25Q: 3 clusters Score -602038.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -602040.250000 Penalty: 4446.615723
	Iteration 26Q: 3 clusters Score -602040.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -602042.687500 Penalty: 4446.615723
	Iteration 27Q: 3 clusters Score -602042.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -602044.062500 Penalty: 4446.615723
	Iteration 28Q: 3 clusters Score -602044.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -602043.937500 Penalty: 4446.615723
	Iteration 29Q: 3 clusters Score -602043.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -602046.000000 Penalty: 4446.615723
	Iteration 30Q: 3 clusters Score -602046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -602046.125000 Penalty: 4446.615723
	Iteration 31Q: 3 clusters Score -602046.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -602046.875000 Penalty: 4446.615723
	Iteration 32Q: 3 clusters Score -602046.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -602048.000000 Penalty: 4446.615723
	Iteration 33Q: 3 clusters Score -602048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -602046.562500 Penalty: 4446.615723
	Iteration 34Q: 3 clusters Score -602046.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -602046.625000 Penalty: 4446.615723
	Iteration 35Q: 3 clusters Score -602046.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -602047.937500 Penalty: 4446.615723
	Iteration 36Q: 3 clusters Score -602047.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -602048.250000 Penalty: 4446.615723
	Iteration 37Q: 3 clusters Score -602048.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -602048.625000 Penalty: 4446.615723
	Iteration 38Q: 3 clusters Score -602048.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -602048.625000 Penalty: 4446.615723
	Iteration 39F: 3 clusters Score -602048.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Entering Unmasked Estep 
Score: -488747.093750 Penalty: 2163.401855
	Iteration 0F: 2 clusters Score -488747.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -483520.937500 Penalty: 4326.803711
	Iteration 0F: 3 clusters Score -483520.9 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -484844.000000 Penalty: 4326.803711
	Iteration 1F: 3 clusters Score -484844 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -485058.718750 Penalty: 4326.803711
	Iteration 2F: 3 clusters Score -485058.7 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -485191.468750 Penalty: 4326.803711
	Iteration 3Q: 3 clusters Score -485191.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -485300.562500 Penalty: 4326.803711
	Iteration 4Q: 3 clusters Score -485300.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -485393.750000 Penalty: 4326.803711
	Iteration 5Q: 3 clusters Score -485393.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -485464.375000 Penalty: 4326.803711
	Iteration 6Q: 3 clusters Score -485464.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -485535.187500 Penalty: 4326.803711
	Iteration 7Q: 3 clusters Score -485535.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -485597.468750 Penalty: 4326.803711
	Iteration 8Q: 3 clusters Score -485597.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -485652.781250 Penalty: 4326.803711
	Iteration 9Q: 3 clusters Score -485652.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -485716.875000 Penalty: 4326.803711
	Iteration 10Q: 3 clusters Score -485716.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -485790.312500 Penalty: 4326.803711
	Iteration 11Q: 3 clusters Score -485790.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -485857.406250 Penalty: 4326.803711
	Iteration 12Q: 3 clusters Score -485857.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -485937.250000 Penalty: 4326.803711
	Iteration 13Q: 3 clusters Score -485937.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -486019.687500 Penalty: 4326.803711
	Iteration 14Q: 3 clusters Score -486019.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -486120.750000 Penalty: 4326.803711
	Iteration 15Q: 3 clusters Score -486120.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -486240.375000 Penalty: 4326.803711
	Iteration 16Q: 3 clusters Score -486240.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -486360.031250 Penalty: 4326.803711
	Iteration 17Q: 3 clusters Score -486360 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -486465.562500 Penalty: 4326.803711
	Iteration 18Q: 3 clusters Score -486465.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -486570.281250 Penalty: 4326.803711
	Iteration 19Q: 3 clusters Score -486570.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -486658.281250 Penalty: 4326.803711
	Iteration 20F: 3 clusters Score -486658.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -486720.125000 Penalty: 4326.803711
	Iteration 21Q: 3 clusters Score -486720.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -486761.906250 Penalty: 4326.803711
	Iteration 22Q: 3 clusters Score -486761.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -486801.593750 Penalty: 4326.803711
	Iteration 23Q: 3 clusters Score -486801.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -486831.593750 Penalty: 4326.803711
	Iteration 24Q: 3 clusters Score -486831.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -486853.875000 Penalty: 4326.803711
	Iteration 25Q: 3 clusters Score -486853.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -486878.968750 Penalty: 4326.803711
	Iteration 26Q: 3 clusters Score -486879 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -486890.687500 Penalty: 4326.803711
	Iteration 27Q: 3 clusters Score -486890.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -486897.812500 Penalty: 4326.803711
	Iteration 28Q: 3 clusters Score -486897.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -486904.218750 Penalty: 4326.803711
	Iteration 29Q: 3 clusters Score -486904.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -486909.468750 Penalty: 4326.803711
	Iteration 30Q: 3 clusters Score -486909.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -486915.531250 Penalty: 4326.803711
	Iteration 31Q: 3 clusters Score -486915.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -486920.437500 Penalty: 4326.803711
	Iteration 32Q: 3 clusters Score -486920.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -486922.500000 Penalty: 4326.803711
	Iteration 33Q: 3 clusters Score -486922.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -486923.218750 Penalty: 4326.803711
	Iteration 34Q: 3 clusters Score -486923.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -486926.656250 Penalty: 4326.803711
	Iteration 35Q: 3 clusters Score -486926.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -486931.781250 Penalty: 4326.803711
	Iteration 36Q: 3 clusters Score -486931.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -486935.312500 Penalty: 4326.803711
	Iteration 37Q: 3 clusters Score -486935.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -486936.656250 Penalty: 4326.803711
	Iteration 38Q: 3 clusters Score -486936.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -486937.843750 Penalty: 4326.803711
	Iteration 39Q: 3 clusters Score -486937.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -486937.843750 Penalty: 4326.803711
	Iteration 40F: 3 clusters Score -486937.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (153503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153503 members 
Entering Unmasked Estep 
Score: -12293074.000000 Penalty: 2961.485840
	Iteration 0F: 2 clusters Score -1.229307e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76599 members 
Mstep: Class 2 contains 76904 members 
Entering Unmasked Estep 
Score: -12190305.000000 Penalty: 5922.971680
	Iteration 0F: 3 clusters Score -1.21903e+07 nChanged 73349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72624 members 
Mstep: Class 2 contains 80879 members 
Entering Unmasked Estep 
Score: -12233915.000000 Penalty: 5922.971680
	Iteration 1F: 3 clusters Score -1.223392e+07 nChanged 6383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69473 members 
Mstep: Class 2 contains 84030 members 
Entering Unmasked Estep 
Score: -12236209.000000 Penalty: 5922.971680
	Iteration 2Q: 3 clusters Score -1.223621e+07 nChanged 8145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64656 members 
Mstep: Class 2 contains 88847 members 
Entering Unmasked Estep 
Score: -12240092.000000 Penalty: 5922.971680
	Iteration 3F: 3 clusters Score -1.224009e+07 nChanged 10401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57913 members 
Mstep: Class 2 contains 95590 members 
Entering Unmasked Estep 
Score: -12246680.000000 Penalty: 5922.971680
	Iteration 4F: 3 clusters Score -1.224668e+07 nChanged 11931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49664 members 
Mstep: Class 2 contains 103839 members 
Entering Unmasked Estep 
Score: -12255322.000000 Penalty: 5922.971680
	Iteration 5F: 3 clusters Score -1.225532e+07 nChanged 11937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41117 members 
Mstep: Class 2 contains 112386 members 
Entering Unmasked Estep 
Score: -12263591.000000 Penalty: 5922.971680
	Iteration 6F: 3 clusters Score -1.226359e+07 nChanged 9887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33604 members 
Mstep: Class 2 contains 119899 members 
Entering Unmasked Estep 
Score: -12269829.000000 Penalty: 5922.971680
	Iteration 7F: 3 clusters Score -1.226983e+07 nChanged 7565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27185 members 
Mstep: Class 2 contains 126318 members 
Entering Unmasked Estep 
Score: -12274273.000000 Penalty: 5922.971680
	Iteration 8Q: 3 clusters Score -1.227427e+07 nChanged 5743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21804 members 
Mstep: Class 2 contains 131699 members 
Entering Unmasked Estep 
Score: -12277356.000000 Penalty: 5922.971680
	Iteration 9Q: 3 clusters Score -1.227736e+07 nChanged 4727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17143 members 
Mstep: Class 2 contains 136360 members 
Entering Unmasked Estep 
Score: -12279942.000000 Penalty: 5922.971680
	Iteration 10Q: 3 clusters Score -1.227994e+07 nChanged 4094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 140442 members 
Entering Unmasked Estep 
Score: -12282323.000000 Penalty: 5922.971680
	Iteration 11Q: 3 clusters Score -1.228232e+07 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 143923 members 
Entering Unmasked Estep 
Score: -12284292.000000 Penalty: 5922.971680
	Iteration 12Q: 3 clusters Score -1.228429e+07 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 146761 members 
Entering Unmasked Estep 
Score: -12286177.000000 Penalty: 5922.971680
	Iteration 13Q: 3 clusters Score -1.228618e+07 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 148869 members 
Entering Unmasked Estep 
Score: -12287626.000000 Penalty: 5922.971680
	Iteration 14Q: 3 clusters Score -1.228763e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 150373 members 
Entering Unmasked Estep 
Score: -12288546.000000 Penalty: 5922.971680
	Iteration 15Q: 3 clusters Score -1.228855e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 151383 members 
Entering Unmasked Estep 
Score: -12289240.000000 Penalty: 5922.971680
	Iteration 16Q: 3 clusters Score -1.228924e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 152036 members 
Entering Unmasked Estep 
Score: -12289744.000000 Penalty: 5922.971680
	Iteration 17Q: 3 clusters Score -1.228974e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 152416 members 
Entering Unmasked Estep 
Score: -12290028.000000 Penalty: 5922.971680
	Iteration 18Q: 3 clusters Score -1.229003e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 152641 members 
Entering Unmasked Estep 
Score: -12290194.000000 Penalty: 5922.971680
	Iteration 19Q: 3 clusters Score -1.229019e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 152770 members 
Entering Unmasked Estep 
Score: -12290309.000000 Penalty: 5922.971680
	Iteration 20F: 3 clusters Score -1.229031e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 152847 members 
Entering Unmasked Estep 
Score: -12290363.000000 Penalty: 5922.971680
	Iteration 21Q: 3 clusters Score -1.229036e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 152890 members 
Entering Unmasked Estep 
Score: -12290385.000000 Penalty: 5922.971680
	Iteration 22Q: 3 clusters Score -1.229038e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 152924 members 
Entering Unmasked Estep 
Score: -12290439.000000 Penalty: 5922.971680
	Iteration 23Q: 3 clusters Score -1.229044e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 152947 members 
Entering Unmasked Estep 
Score: -12290464.000000 Penalty: 5922.971680
	Iteration 24Q: 3 clusters Score -1.229046e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 152967 members 
Entering Unmasked Estep 
Score: -12290478.000000 Penalty: 5922.971680
	Iteration 25Q: 3 clusters Score -1.229048e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 152984 members 
Entering Unmasked Estep 
Score: -12290486.000000 Penalty: 5922.971680
	Iteration 26Q: 3 clusters Score -1.229049e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 152997 members 
Entering Unmasked Estep 
Score: -12290512.000000 Penalty: 5922.971680
	Iteration 27Q: 3 clusters Score -1.229051e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 153009 members 
Entering Unmasked Estep 
Score: -12290533.000000 Penalty: 5922.971680
	Iteration 28Q: 3 clusters Score -1.229053e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 153017 members 
Entering Unmasked Estep 
Score: -12290531.000000 Penalty: 5922.971680
	Iteration 29Q: 3 clusters Score -1.229053e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 153024 members 
Entering Unmasked Estep 
Score: -12290546.000000 Penalty: 5922.971680
	Iteration 30Q: 3 clusters Score -1.229055e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 153034 members 
Entering Unmasked Estep 
Score: -12290571.000000 Penalty: 5922.971680
	Iteration 31Q: 3 clusters Score -1.229057e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 153037 members 
Entering Unmasked Estep 
Score: -12290582.000000 Penalty: 5922.971680
	Iteration 32Q: 3 clusters Score -1.229058e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 153037 members 
Entering Unmasked Estep 
Score: -12290585.000000 Penalty: 5922.971680
	Iteration 33Q: 3 clusters Score -1.229058e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 153039 members 
Entering Unmasked Estep 
Score: -12290579.000000 Penalty: 5922.971680
	Iteration 34Q: 3 clusters Score -1.229058e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 153040 members 
Entering Unmasked Estep 
Score: -12290584.000000 Penalty: 5922.971680
	Iteration 35Q: 3 clusters Score -1.229058e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 153039 members 
Entering Unmasked Estep 
Score: -12290581.000000 Penalty: 5922.971680
	Iteration 36Q: 3 clusters Score -1.229058e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 153039 members 
Entering Unmasked Estep 
Score: -12290581.000000 Penalty: 5922.971680
	Iteration 37F: 3 clusters Score -1.229058e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Entering Unmasked Estep 
Score: -561390.062500 Penalty: 2210.793945
	Iteration 0F: 2 clusters Score -561390.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -555334.187500 Penalty: 4421.587891
	Iteration 0F: 3 clusters Score -555334.2 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -557095.750000 Penalty: 4421.587891
	Iteration 1F: 3 clusters Score -557095.8 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -557621.000000 Penalty: 4421.587891
	Iteration 2F: 3 clusters Score -557621 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -558119.437500 Penalty: 4421.587891
	Iteration 3F: 3 clusters Score -558119.4 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -558698.625000 Penalty: 4421.587891
	Iteration 4F: 3 clusters Score -558698.6 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -559308.437500 Penalty: 4421.587891
	Iteration 5F: 3 clusters Score -559308.4 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -559834.437500 Penalty: 4421.587891
	Iteration 6F: 3 clusters Score -559834.4 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -560328.437500 Penalty: 4421.587891
	Iteration 7F: 3 clusters Score -560328.4 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -560760.062500 Penalty: 4421.587891
	Iteration 8F: 3 clusters Score -560760.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -561041.812500 Penalty: 4421.587891
	Iteration 9Q: 3 clusters Score -561041.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -561233.312500 Penalty: 4421.587891
	Iteration 10Q: 3 clusters Score -561233.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -561373.500000 Penalty: 4421.587891
	Iteration 11Q: 3 clusters Score -561373.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -561482.437500 Penalty: 4421.587891
	Iteration 12Q: 3 clusters Score -561482.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -561563.062500 Penalty: 4421.587891
	Iteration 13Q: 3 clusters Score -561563.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -561629.312500 Penalty: 4421.587891
	Iteration 14Q: 3 clusters Score -561629.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -561717.937500 Penalty: 4421.587891
	Iteration 15Q: 3 clusters Score -561717.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -561820.187500 Penalty: 4421.587891
	Iteration 16Q: 3 clusters Score -561820.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -561903.875000 Penalty: 4421.587891
	Iteration 17Q: 3 clusters Score -561903.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -561922.812500 Penalty: 4421.587891
	Iteration 18Q: 3 clusters Score -561922.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -561934.000000 Penalty: 4421.587891
	Iteration 19Q: 3 clusters Score -561934 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -561939.750000 Penalty: 4421.587891
	Iteration 20F: 3 clusters Score -561939.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -561942.750000 Penalty: 4421.587891
	Iteration 21Q: 3 clusters Score -561942.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -561945.750000 Penalty: 4421.587891
	Iteration 22Q: 3 clusters Score -561945.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -561947.937500 Penalty: 4421.587891
	Iteration 23Q: 3 clusters Score -561947.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -561948.312500 Penalty: 4421.587891
	Iteration 24Q: 3 clusters Score -561948.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -561948.625000 Penalty: 4421.587891
	Iteration 25Q: 3 clusters Score -561948.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -561949.625000 Penalty: 4421.587891
	Iteration 26Q: 3 clusters Score -561949.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -561949.625000 Penalty: 4421.587891
	Iteration 27F: 3 clusters Score -561949.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 3454 members 
Mstep: Class 3 contains 8419 members 
Mstep: Class 4 contains 3258 members 
Mstep: Class 5 contains 16525 members 
Mstep: Class 6 contains 28178 members 
Mstep: Class 7 contains 19037 members 
Mstep: Class 8 contains 6439 members 
Mstep: Class 9 contains 62373 members 
Mstep: Class 10 contains 70450 members 
Mstep: Class 11 contains 6087 members 
Mstep: Class 12 contains 8857 members 
Mstep: Class 13 contains 14381 members 
Mstep: Class 14 contains 4795 members 
Mstep: Class 15 contains 7824 members 
Mstep: Class 16 contains 6145 members 
Mstep: Class 17 contains 153503 members 
Mstep: Class 18 contains 1905 members 
Mstep: Class 19 contains 39672 members 
Mstep: Class 20 contains 24090 members 
Mstep: Class 21 contains 6592 members 
Mstep: Class 22 contains 4037 members 
Mstep: Class 23 contains 73903 members 
Mstep: Class 24 contains 4520 members 
Mstep: Class 25 contains 4985 members 
Mstep: Class 26 contains 63546 members 
Mstep: Class 27 contains 4509 members 
Mstep: Class 28 contains 119924 members 
Mstep: Class 29 contains 13593 members 
Mstep: Class 30 contains 44494 members 
Mstep: Class 31 contains 22979 members 
Mstep: Class 32 contains 1215 members 
Mstep: Class 33 contains 5316 members 
Mstep: Class 34 contains 62130 members 
Mstep: Class 35 contains 531317 members 
Mstep: Class 36 contains 5534 members 
Entering Unmasked Estep 
Score: -111983392.000000 Penalty: 126742.460938
Splitting cluster 18 changes total score from -111984080.000000 to -111983392.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (39672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39672 members 
Entering Unmasked Estep 
Score: -3110225.750000 Penalty: 2625.923340
	Iteration 0F: 2 clusters Score -3110226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19912 members 
Mstep: Class 2 contains 19760 members 
Entering Unmasked Estep 
Score: -3083263.250000 Penalty: 5251.846680
	Iteration 0F: 3 clusters Score -3083263 nChanged 18252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19946 members 
Mstep: Class 2 contains 19726 members 
Entering Unmasked Estep 
Score: -3093401.500000 Penalty: 5251.846680
	Iteration 1F: 3 clusters Score -3093402 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20053 members 
Mstep: Class 2 contains 19619 members 
Entering Unmasked Estep 
Score: -3093973.000000 Penalty: 5251.846680
	Iteration 2Q: 3 clusters Score -3093973 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20156 members 
Mstep: Class 2 contains 19516 members 
Entering Unmasked Estep 
Score: -3094614.000000 Penalty: 5251.846680
	Iteration 3Q: 3 clusters Score -3094614 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20301 members 
Mstep: Class 2 contains 19371 members 
Entering Unmasked Estep 
Score: -3095495.000000 Penalty: 5251.846680
	Iteration 4Q: 3 clusters Score -3095495 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20541 members 
Mstep: Class 2 contains 19131 members 
Entering Unmasked Estep 
Score: -3096847.250000 Penalty: 5251.846680
	Iteration 5F: 3 clusters Score -3096847 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20836 members 
Mstep: Class 2 contains 18836 members 
Entering Unmasked Estep 
Score: -3098574.000000 Penalty: 5251.846680
	Iteration 6F: 3 clusters Score -3098574 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21122 members 
Mstep: Class 2 contains 18550 members 
Entering Unmasked Estep 
Score: -3100343.500000 Penalty: 5251.846680
	Iteration 7F: 3 clusters Score -3100344 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21291 members 
Mstep: Class 2 contains 18381 members 
Entering Unmasked Estep 
Score: -3101882.500000 Penalty: 5251.846680
	Iteration 8F: 3 clusters Score -3101882 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21420 members 
Mstep: Class 2 contains 18252 members 
Entering Unmasked Estep 
Score: -3103253.250000 Penalty: 5251.846680
	Iteration 9F: 3 clusters Score -3103253 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21564 members 
Mstep: Class 2 contains 18108 members 
Entering Unmasked Estep 
Score: -3104350.000000 Penalty: 5251.846680
	Iteration 10Q: 3 clusters Score -3104350 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21705 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
Score: -3105136.000000 Penalty: 5251.846680
	Iteration 11Q: 3 clusters Score -3105136 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21834 members 
Mstep: Class 2 contains 17838 members 
Entering Unmasked Estep 
Score: -3105671.500000 Penalty: 5251.846680
	Iteration 12Q: 3 clusters Score -3105672 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21959 members 
Mstep: Class 2 contains 17713 members 
Entering Unmasked Estep 
Score: -3106025.500000 Penalty: 5251.846680
	Iteration 13Q: 3 clusters Score -3106026 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22094 members 
Mstep: Class 2 contains 17578 members 
Entering Unmasked Estep 
Score: -3106326.750000 Penalty: 5251.846680
	Iteration 14Q: 3 clusters Score -3106327 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22211 members 
Mstep: Class 2 contains 17461 members 
Entering Unmasked Estep 
Score: -3106583.250000 Penalty: 5251.846680
	Iteration 15Q: 3 clusters Score -3106583 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22351 members 
Mstep: Class 2 contains 17321 members 
Entering Unmasked Estep 
Score: -3106821.500000 Penalty: 5251.846680
	Iteration 16Q: 3 clusters Score -3106822 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22500 members 
Mstep: Class 2 contains 17172 members 
Entering Unmasked Estep 
Score: -3106987.750000 Penalty: 5251.846680
	Iteration 17Q: 3 clusters Score -3106988 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22637 members 
Mstep: Class 2 contains 17035 members 
Entering Unmasked Estep 
Score: -3107190.250000 Penalty: 5251.846680
	Iteration 18Q: 3 clusters Score -3107190 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22725 members 
Mstep: Class 2 contains 16947 members 
Entering Unmasked Estep 
Score: -3107332.000000 Penalty: 5251.846680
	Iteration 19Q: 3 clusters Score -3107332 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22808 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
Score: -3107412.500000 Penalty: 5251.846680
	Iteration 20F: 3 clusters Score -3107412 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22879 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -3107485.500000 Penalty: 5251.846680
	Iteration 21Q: 3 clusters Score -3107486 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22950 members 
Mstep: Class 2 contains 16722 members 
Entering Unmasked Estep 
Score: -3107555.750000 Penalty: 5251.846680
	Iteration 22Q: 3 clusters Score -3107556 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23027 members 
Mstep: Class 2 contains 16645 members 
Entering Unmasked Estep 
Score: -3107625.000000 Penalty: 5251.846680
	Iteration 23Q: 3 clusters Score -3107625 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23106 members 
Mstep: Class 2 contains 16566 members 
Entering Unmasked Estep 
Score: -3107665.250000 Penalty: 5251.846680
	Iteration 24Q: 3 clusters Score -3107665 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23177 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
Score: -3107728.500000 Penalty: 5251.846680
	Iteration 25Q: 3 clusters Score -3107728 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23243 members 
Mstep: Class 2 contains 16429 members 
Entering Unmasked Estep 
Score: -3107770.500000 Penalty: 5251.846680
	Iteration 26Q: 3 clusters Score -3107770 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23309 members 
Mstep: Class 2 contains 16363 members 
Entering Unmasked Estep 
Score: -3107808.250000 Penalty: 5251.846680
	Iteration 27Q: 3 clusters Score -3107808 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23362 members 
Mstep: Class 2 contains 16310 members 
Entering Unmasked Estep 
Score: -3107858.250000 Penalty: 5251.846680
	Iteration 28Q: 3 clusters Score -3107858 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23393 members 
Mstep: Class 2 contains 16279 members 
Entering Unmasked Estep 
Score: -3107883.250000 Penalty: 5251.846680
	Iteration 29Q: 3 clusters Score -3107883 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23420 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -3107908.000000 Penalty: 5251.846680
	Iteration 30Q: 3 clusters Score -3107908 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23436 members 
Mstep: Class 2 contains 16236 members 
Entering Unmasked Estep 
Score: -3107942.000000 Penalty: 5251.846680
	Iteration 31Q: 3 clusters Score -3107942 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23453 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -3107975.750000 Penalty: 5251.846680
	Iteration 32Q: 3 clusters Score -3107976 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23453 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -3108011.500000 Penalty: 5251.846680
	Iteration 33Q: 3 clusters Score -3108012 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23467 members 
Mstep: Class 2 contains 16205 members 
Entering Unmasked Estep 
Score: -3108031.500000 Penalty: 5251.846680
	Iteration 34Q: 3 clusters Score -3108032 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23495 members 
Mstep: Class 2 contains 16177 members 
Entering Unmasked Estep 
Score: -3108077.250000 Penalty: 5251.846680
	Iteration 35Q: 3 clusters Score -3108077 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23555 members 
Mstep: Class 2 contains 16117 members 
Entering Unmasked Estep 
Score: -3108114.250000 Penalty: 5251.846680
	Iteration 36Q: 3 clusters Score -3108114 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23610 members 
Mstep: Class 2 contains 16062 members 
Entering Unmasked Estep 
Score: -3108147.750000 Penalty: 5251.846680
	Iteration 37Q: 3 clusters Score -3108148 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23697 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -3108190.000000 Penalty: 5251.846680
	Iteration 38Q: 3 clusters Score -3108190 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23780 members 
Mstep: Class 2 contains 15892 members 
Entering Unmasked Estep 
Score: -3108217.250000 Penalty: 5251.846680
	Iteration 39Q: 3 clusters Score -3108217 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23866 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -3108250.500000 Penalty: 5251.846680
	Iteration 40F: 3 clusters Score -3108250 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23961 members 
Mstep: Class 2 contains 15711 members 
Entering Unmasked Estep 
Score: -3108283.500000 Penalty: 5251.846680
	Iteration 41Q: 3 clusters Score -3108284 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24070 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -3108324.500000 Penalty: 5251.846680
	Iteration 42Q: 3 clusters Score -3108324 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24162 members 
Mstep: Class 2 contains 15510 members 
Entering Unmasked Estep 
Score: -3108345.750000 Penalty: 5251.846680
	Iteration 43Q: 3 clusters Score -3108346 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24259 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
Score: -3108371.750000 Penalty: 5251.846680
	Iteration 44Q: 3 clusters Score -3108372 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24356 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -3108393.000000 Penalty: 5251.846680
	Iteration 45Q: 3 clusters Score -3108393 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24458 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -3108416.000000 Penalty: 5251.846680
	Iteration 46Q: 3 clusters Score -3108416 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24567 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -3108448.750000 Penalty: 5251.846680
	Iteration 47Q: 3 clusters Score -3108449 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24657 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -3108479.000000 Penalty: 5251.846680
	Iteration 48Q: 3 clusters Score -3108479 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24735 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -3108475.750000 Penalty: 5251.846680
	Iteration 49Q: 3 clusters Score -3108476 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24808 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -3108490.250000 Penalty: 5251.846680
	Iteration 50Q: 3 clusters Score -3108490 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24872 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -3108498.250000 Penalty: 5251.846680
	Iteration 51Q: 3 clusters Score -3108498 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24931 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -3108514.500000 Penalty: 5251.846680
	Iteration 52Q: 3 clusters Score -3108514 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24981 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -3108514.000000 Penalty: 5251.846680
	Iteration 53Q: 3 clusters Score -3108514 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25033 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -3108527.750000 Penalty: 5251.846680
	Iteration 54Q: 3 clusters Score -3108528 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25078 members 
Mstep: Class 2 contains 14594 members 
Entering Unmasked Estep 
Score: -3108529.250000 Penalty: 5251.846680
	Iteration 55Q: 3 clusters Score -3108529 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25120 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -3108532.500000 Penalty: 5251.846680
	Iteration 56Q: 3 clusters Score -3108532 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25153 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -3108539.000000 Penalty: 5251.846680
	Iteration 57Q: 3 clusters Score -3108539 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25178 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -3108537.500000 Penalty: 5251.846680
	Iteration 58Q: 3 clusters Score -3108538 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25215 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -3108550.000000 Penalty: 5251.846680
	Iteration 59Q: 3 clusters Score -3108550 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25250 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -3108549.250000 Penalty: 5251.846680
	Iteration 60F: 3 clusters Score -3108549 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25288 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -3108557.500000 Penalty: 5251.846680
	Iteration 61Q: 3 clusters Score -3108558 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25322 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -3108552.500000 Penalty: 5251.846680
	Iteration 62Q: 3 clusters Score -3108552 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25352 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -3108557.750000 Penalty: 5251.846680
	Iteration 63Q: 3 clusters Score -3108558 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25381 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -3108557.250000 Penalty: 5251.846680
	Iteration 64Q: 3 clusters Score -3108557 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25406 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -3108561.500000 Penalty: 5251.846680
	Iteration 65Q: 3 clusters Score -3108562 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25412 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -3108567.750000 Penalty: 5251.846680
	Iteration 66Q: 3 clusters Score -3108568 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25418 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -3108562.000000 Penalty: 5251.846680
	Iteration 67Q: 3 clusters Score -3108562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25424 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -3108562.750000 Penalty: 5251.846680
	Iteration 68Q: 3 clusters Score -3108563 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25431 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -3108564.000000 Penalty: 5251.846680
	Iteration 69Q: 3 clusters Score -3108564 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25440 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -3108566.250000 Penalty: 5251.846680
	Iteration 70Q: 3 clusters Score -3108566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25444 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -3108568.250000 Penalty: 5251.846680
	Iteration 71Q: 3 clusters Score -3108568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25450 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -3108569.500000 Penalty: 5251.846680
	Iteration 72Q: 3 clusters Score -3108570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25458 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -3108566.750000 Penalty: 5251.846680
	Iteration 73Q: 3 clusters Score -3108567 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25469 members 
Mstep: Class 2 contains 14203 members 
Entering Unmasked Estep 
Score: -3108566.250000 Penalty: 5251.846680
	Iteration 74Q: 3 clusters Score -3108566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25478 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -3108563.750000 Penalty: 5251.846680
	Iteration 75Q: 3 clusters Score -3108564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25486 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -3108557.500000 Penalty: 5251.846680
	Iteration 76Q: 3 clusters Score -3108558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25490 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -3108558.250000 Penalty: 5251.846680
	Iteration 77Q: 3 clusters Score -3108558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25491 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -3108560.250000 Penalty: 5251.846680
	Iteration 78Q: 3 clusters Score -3108560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25492 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -3108560.500000 Penalty: 5251.846680
	Iteration 79Q: 3 clusters Score -3108560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25493 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -3108561.500000 Penalty: 5251.846680
	Iteration 80F: 3 clusters Score -3108562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25493 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -3108562.500000 Penalty: 5251.846680
	Iteration 81Q: 3 clusters Score -3108562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25492 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -3108559.500000 Penalty: 5251.846680
	Iteration 82Q: 3 clusters Score -3108560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25493 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -3108562.250000 Penalty: 5251.846680
	Iteration 83Q: 3 clusters Score -3108562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25495 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -3108564.250000 Penalty: 5251.846680
	Iteration 84Q: 3 clusters Score -3108564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25498 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -3108565.000000 Penalty: 5251.846680
	Iteration 85Q: 3 clusters Score -3108565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25500 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -3108565.250000 Penalty: 5251.846680
	Iteration 86Q: 3 clusters Score -3108565 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25503 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
Score: -3108564.750000 Penalty: 5251.846680
	Iteration 87Q: 3 clusters Score -3108565 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25506 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -3108564.250000 Penalty: 5251.846680
	Iteration 88Q: 3 clusters Score -3108564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25509 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -3108561.250000 Penalty: 5251.846680
	Iteration 89Q: 3 clusters Score -3108561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25512 members 
Mstep: Class 2 contains 14160 members 
Entering Unmasked Estep 
Score: -3108559.000000 Penalty: 5251.846680
	Iteration 90Q: 3 clusters Score -3108559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25515 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -3108560.500000 Penalty: 5251.846680
	Iteration 91Q: 3 clusters Score -3108560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25518 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -3108561.250000 Penalty: 5251.846680
	Iteration 92Q: 3 clusters Score -3108561 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25525 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -3108561.000000 Penalty: 5251.846680
	Iteration 93Q: 3 clusters Score -3108561 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25529 members 
Mstep: Class 2 contains 14143 members 
Entering Unmasked Estep 
Score: -3108565.750000 Penalty: 5251.846680
	Iteration 94Q: 3 clusters Score -3108566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25536 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -3108568.250000 Penalty: 5251.846680
	Iteration 95Q: 3 clusters Score -3108568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25543 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -3108565.750000 Penalty: 5251.846680
	Iteration 96Q: 3 clusters Score -3108566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25552 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -3108567.250000 Penalty: 5251.846680
	Iteration 97Q: 3 clusters Score -3108567 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25561 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -3108569.750000 Penalty: 5251.846680
	Iteration 98Q: 3 clusters Score -3108570 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25574 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -3108567.500000 Penalty: 5251.846680
	Iteration 99Q: 3 clusters Score -3108568 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25593 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -3108568.750000 Penalty: 5251.846680
	Iteration 100F: 3 clusters Score -3108569 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25612 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -3108572.500000 Penalty: 5251.846680
	Iteration 101Q: 3 clusters Score -3108572 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25630 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -3108569.250000 Penalty: 5251.846680
	Iteration 102Q: 3 clusters Score -3108569 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25647 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -3108569.750000 Penalty: 5251.846680
	Iteration 103Q: 3 clusters Score -3108570 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25665 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -3108568.000000 Penalty: 5251.846680
	Iteration 104Q: 3 clusters Score -3108568 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25688 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -3108579.750000 Penalty: 5251.846680
	Iteration 105Q: 3 clusters Score -3108580 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25710 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -3108573.250000 Penalty: 5251.846680
	Iteration 106Q: 3 clusters Score -3108573 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25731 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -3108579.500000 Penalty: 5251.846680
	Iteration 107Q: 3 clusters Score -3108580 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25758 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -3108575.250000 Penalty: 5251.846680
	Iteration 108Q: 3 clusters Score -3108575 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25781 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -3108586.250000 Penalty: 5251.846680
	Iteration 109Q: 3 clusters Score -3108586 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25805 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -3108586.500000 Penalty: 5251.846680
	Iteration 110Q: 3 clusters Score -3108586 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25823 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -3108585.500000 Penalty: 5251.846680
	Iteration 111Q: 3 clusters Score -3108586 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25847 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -3108583.750000 Penalty: 5251.846680
	Iteration 112Q: 3 clusters Score -3108584 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25866 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -3108579.250000 Penalty: 5251.846680
	Iteration 113Q: 3 clusters Score -3108579 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25880 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -3108582.500000 Penalty: 5251.846680
	Iteration 114Q: 3 clusters Score -3108582 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25893 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -3108589.250000 Penalty: 5251.846680
	Iteration 115Q: 3 clusters Score -3108589 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25902 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -3108585.500000 Penalty: 5251.846680
	Iteration 116Q: 3 clusters Score -3108586 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25911 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -3108586.250000 Penalty: 5251.846680
	Iteration 117Q: 3 clusters Score -3108586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25916 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -3108584.250000 Penalty: 5251.846680
	Iteration 118Q: 3 clusters Score -3108584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25920 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -3108591.750000 Penalty: 5251.846680
	Iteration 119Q: 3 clusters Score -3108592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25923 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -3108591.250000 Penalty: 5251.846680
	Iteration 120F: 3 clusters Score -3108591 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (24090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24090 members 
Entering Unmasked Estep 
Score: -1898199.000000 Penalty: 2502.208984
	Iteration 0F: 2 clusters Score -1898199 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -1881437.375000 Penalty: 5004.417969
	Iteration 0F: 3 clusters Score -1881437 nChanged 10821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -1887592.000000 Penalty: 5004.417969
	Iteration 1F: 3 clusters Score -1887592 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -1888481.875000 Penalty: 5004.417969
	Iteration 2F: 3 clusters Score -1888482 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -1889301.250000 Penalty: 5004.417969
	Iteration 3F: 3 clusters Score -1889301 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -1890041.875000 Penalty: 5004.417969
	Iteration 4F: 3 clusters Score -1890042 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -1890706.125000 Penalty: 5004.417969
	Iteration 5F: 3 clusters Score -1890706 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -1891447.500000 Penalty: 5004.417969
	Iteration 6F: 3 clusters Score -1891448 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -1892246.750000 Penalty: 5004.417969
	Iteration 7F: 3 clusters Score -1892247 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1892982.750000 Penalty: 5004.417969
	Iteration 8Q: 3 clusters Score -1892983 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -1893622.000000 Penalty: 5004.417969
	Iteration 9Q: 3 clusters Score -1893622 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16178 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1894130.875000 Penalty: 5004.417969
	Iteration 10Q: 3 clusters Score -1894131 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16838 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1894560.625000 Penalty: 5004.417969
	Iteration 11Q: 3 clusters Score -1894561 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1894936.250000 Penalty: 5004.417969
	Iteration 12Q: 3 clusters Score -1894936 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18151 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1895272.125000 Penalty: 5004.417969
	Iteration 13Q: 3 clusters Score -1895272 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18759 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1895553.500000 Penalty: 5004.417969
	Iteration 14Q: 3 clusters Score -1895554 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19368 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1895862.000000 Penalty: 5004.417969
	Iteration 15Q: 3 clusters Score -1895862 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19953 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1896150.125000 Penalty: 5004.417969
	Iteration 16Q: 3 clusters Score -1896150 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20497 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1896431.875000 Penalty: 5004.417969
	Iteration 17Q: 3 clusters Score -1896432 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20998 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1896694.500000 Penalty: 5004.417969
	Iteration 18Q: 3 clusters Score -1896694 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21412 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1896896.500000 Penalty: 5004.417969
	Iteration 19Q: 3 clusters Score -1896896 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21749 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1897078.000000 Penalty: 5004.417969
	Iteration 20F: 3 clusters Score -1897078 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22035 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1897228.125000 Penalty: 5004.417969
	Iteration 21Q: 3 clusters Score -1897228 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22268 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1897375.375000 Penalty: 5004.417969
	Iteration 22Q: 3 clusters Score -1897375 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22447 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1897504.875000 Penalty: 5004.417969
	Iteration 23Q: 3 clusters Score -1897505 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22591 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1897623.500000 Penalty: 5004.417969
	Iteration 24Q: 3 clusters Score -1897624 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22709 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1897725.875000 Penalty: 5004.417969
	Iteration 25Q: 3 clusters Score -1897726 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22785 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1897795.625000 Penalty: 5004.417969
	Iteration 26Q: 3 clusters Score -1897796 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22839 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1897845.250000 Penalty: 5004.417969
	Iteration 27Q: 3 clusters Score -1897845 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22879 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1897868.625000 Penalty: 5004.417969
	Iteration 28Q: 3 clusters Score -1897869 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22904 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1897889.375000 Penalty: 5004.417969
	Iteration 29Q: 3 clusters Score -1897889 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22921 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1897898.625000 Penalty: 5004.417969
	Iteration 30Q: 3 clusters Score -1897899 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22933 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1897905.000000 Penalty: 5004.417969
	Iteration 31Q: 3 clusters Score -1897905 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22945 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1897906.875000 Penalty: 5004.417969
	Iteration 32Q: 3 clusters Score -1897907 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22952 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1897907.750000 Penalty: 5004.417969
	Iteration 33Q: 3 clusters Score -1897908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22955 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1897906.625000 Penalty: 5004.417969
	Iteration 34Q: 3 clusters Score -1897907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22956 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1897908.250000 Penalty: 5004.417969
	Iteration 35Q: 3 clusters Score -1897908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22957 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1897910.375000 Penalty: 5004.417969
	Iteration 36Q: 3 clusters Score -1897910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22957 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1897910.375000 Penalty: 5004.417969
	Iteration 37F: 3 clusters Score -1897910 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Entering Unmasked Estep 
Score: -487057.875000 Penalty: 2180.815918
	Iteration 0F: 2 clusters Score -487057.9 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 3332 members 
Entering Unmasked Estep 
Score: -481483.500000 Penalty: 4361.631836
	Iteration 0F: 3 clusters Score -481483.5 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -483017.718750 Penalty: 4361.631836
	Iteration 1F: 3 clusters Score -483017.7 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -483693.031250 Penalty: 4361.631836
	Iteration 2F: 3 clusters Score -483693 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -484270.343750 Penalty: 4361.631836
	Iteration 3F: 3 clusters Score -484270.3 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -484757.218750 Penalty: 4361.631836
	Iteration 4F: 3 clusters Score -484757.2 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -485207.500000 Penalty: 4361.631836
	Iteration 5F: 3 clusters Score -485207.5 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -485530.250000 Penalty: 4361.631836
	Iteration 6F: 3 clusters Score -485530.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -485743.906250 Penalty: 4361.631836
	Iteration 7Q: 3 clusters Score -485743.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -485881.718750 Penalty: 4361.631836
	Iteration 8Q: 3 clusters Score -485881.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -485951.656250 Penalty: 4361.631836
	Iteration 9Q: 3 clusters Score -485951.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -486000.343750 Penalty: 4361.631836
	Iteration 10Q: 3 clusters Score -486000.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -486034.000000 Penalty: 4361.631836
	Iteration 11Q: 3 clusters Score -486034 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -486061.812500 Penalty: 4361.631836
	Iteration 12Q: 3 clusters Score -486061.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -486090.906250 Penalty: 4361.631836
	Iteration 13Q: 3 clusters Score -486090.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -486111.656250 Penalty: 4361.631836
	Iteration 14Q: 3 clusters Score -486111.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -486123.062500 Penalty: 4361.631836
	Iteration 15Q: 3 clusters Score -486123.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -486131.750000 Penalty: 4361.631836
	Iteration 16Q: 3 clusters Score -486131.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -486140.750000 Penalty: 4361.631836
	Iteration 17Q: 3 clusters Score -486140.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -486149.031250 Penalty: 4361.631836
	Iteration 18Q: 3 clusters Score -486149 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -486158.812500 Penalty: 4361.631836
	Iteration 19Q: 3 clusters Score -486158.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -486168.031250 Penalty: 4361.631836
	Iteration 20F: 3 clusters Score -486168 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -486172.125000 Penalty: 4361.631836
	Iteration 21Q: 3 clusters Score -486172.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -486180.000000 Penalty: 4361.631836
	Iteration 22Q: 3 clusters Score -486180 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -486185.593750 Penalty: 4361.631836
	Iteration 23Q: 3 clusters Score -486185.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -486192.250000 Penalty: 4361.631836
	Iteration 24Q: 3 clusters Score -486192.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -486201.031250 Penalty: 4361.631836
	Iteration 25Q: 3 clusters Score -486201 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -486203.781250 Penalty: 4361.631836
	Iteration 26Q: 3 clusters Score -486203.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -486207.468750 Penalty: 4361.631836
	Iteration 27Q: 3 clusters Score -486207.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -486209.406250 Penalty: 4361.631836
	Iteration 28Q: 3 clusters Score -486209.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -486212.000000 Penalty: 4361.631836
	Iteration 29Q: 3 clusters Score -486212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -486214.531250 Penalty: 4361.631836
	Iteration 30Q: 3 clusters Score -486214.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -486216.218750 Penalty: 4361.631836
	Iteration 31Q: 3 clusters Score -486216.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -486215.812500 Penalty: 4361.631836
	Iteration 32Q: 3 clusters Score -486215.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -486216.500000 Penalty: 4361.631836
	Iteration 33Q: 3 clusters Score -486216.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -486216.500000 Penalty: 4361.631836
	Iteration 34F: 3 clusters Score -486216.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Entering Unmasked Estep 
Score: -313950.250000 Penalty: 2059.207764
	Iteration 0F: 2 clusters Score -313950.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -310044.156250 Penalty: 4118.415527
	Iteration 0F: 3 clusters Score -310044.2 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -310887.468750 Penalty: 4118.415527
	Iteration 1F: 3 clusters Score -310887.5 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -311084.937500 Penalty: 4118.415527
	Iteration 2F: 3 clusters Score -311084.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -311204.812500 Penalty: 4118.415527
	Iteration 3F: 3 clusters Score -311204.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -311283.343750 Penalty: 4118.415527
	Iteration 4Q: 3 clusters Score -311283.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -311349.500000 Penalty: 4118.415527
	Iteration 5Q: 3 clusters Score -311349.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -311398.937500 Penalty: 4118.415527
	Iteration 6Q: 3 clusters Score -311398.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -311429.843750 Penalty: 4118.415527
	Iteration 7Q: 3 clusters Score -311429.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -311451.843750 Penalty: 4118.415527
	Iteration 8Q: 3 clusters Score -311451.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -311482.187500 Penalty: 4118.415527
	Iteration 9Q: 3 clusters Score -311482.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -311513.687500 Penalty: 4118.415527
	Iteration 10Q: 3 clusters Score -311513.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -311545.812500 Penalty: 4118.415527
	Iteration 11Q: 3 clusters Score -311545.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -311575.906250 Penalty: 4118.415527
	Iteration 12Q: 3 clusters Score -311575.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -311602.281250 Penalty: 4118.415527
	Iteration 13Q: 3 clusters Score -311602.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -311627.843750 Penalty: 4118.415527
	Iteration 14Q: 3 clusters Score -311627.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -311653.656250 Penalty: 4118.415527
	Iteration 15Q: 3 clusters Score -311653.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -311677.875000 Penalty: 4118.415527
	Iteration 16Q: 3 clusters Score -311677.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -311703.500000 Penalty: 4118.415527
	Iteration 17Q: 3 clusters Score -311703.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -311727.500000 Penalty: 4118.415527
	Iteration 18Q: 3 clusters Score -311727.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -311745.718750 Penalty: 4118.415527
	Iteration 19Q: 3 clusters Score -311745.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -311765.093750 Penalty: 4118.415527
	Iteration 20F: 3 clusters Score -311765.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -311783.750000 Penalty: 4118.415527
	Iteration 21Q: 3 clusters Score -311783.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -311795.656250 Penalty: 4118.415527
	Iteration 22Q: 3 clusters Score -311795.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -311806.718750 Penalty: 4118.415527
	Iteration 23Q: 3 clusters Score -311806.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -311815.218750 Penalty: 4118.415527
	Iteration 24Q: 3 clusters Score -311815.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -311818.812500 Penalty: 4118.415527
	Iteration 25Q: 3 clusters Score -311818.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -311825.656250 Penalty: 4118.415527
	Iteration 26Q: 3 clusters Score -311825.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -311833.062500 Penalty: 4118.415527
	Iteration 27Q: 3 clusters Score -311833.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -311839.250000 Penalty: 4118.415527
	Iteration 28Q: 3 clusters Score -311839.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -311843.812500 Penalty: 4118.415527
	Iteration 29Q: 3 clusters Score -311843.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -311848.843750 Penalty: 4118.415527
	Iteration 30Q: 3 clusters Score -311848.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -311852.687500 Penalty: 4118.415527
	Iteration 31Q: 3 clusters Score -311852.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -311855.125000 Penalty: 4118.415527
	Iteration 32Q: 3 clusters Score -311855.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -311857.531250 Penalty: 4118.415527
	Iteration 33Q: 3 clusters Score -311857.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -311859.156250 Penalty: 4118.415527
	Iteration 34Q: 3 clusters Score -311859.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -311859.093750 Penalty: 4118.415527
	Iteration 35Q: 3 clusters Score -311859.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -311859.562500 Penalty: 4118.415527
	Iteration 36Q: 3 clusters Score -311859.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -311860.375000 Penalty: 4118.415527
	Iteration 37Q: 3 clusters Score -311860.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -311860.656250 Penalty: 4118.415527
	Iteration 38Q: 3 clusters Score -311860.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -311861.281250 Penalty: 4118.415527
	Iteration 39Q: 3 clusters Score -311861.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -311862.093750 Penalty: 4118.415527
	Iteration 40F: 3 clusters Score -311862.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -311863.343750 Penalty: 4118.415527
	Iteration 41Q: 3 clusters Score -311863.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -311864.906250 Penalty: 4118.415527
	Iteration 42Q: 3 clusters Score -311864.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -311869.093750 Penalty: 4118.415527
	Iteration 43Q: 3 clusters Score -311869.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -311870.406250 Penalty: 4118.415527
	Iteration 44Q: 3 clusters Score -311870.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -311872.687500 Penalty: 4118.415527
	Iteration 45Q: 3 clusters Score -311872.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -311874.093750 Penalty: 4118.415527
	Iteration 46Q: 3 clusters Score -311874.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -311874.875000 Penalty: 4118.415527
	Iteration 47Q: 3 clusters Score -311874.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -311876.156250 Penalty: 4118.415527
	Iteration 48Q: 3 clusters Score -311876.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -311877.031250 Penalty: 4118.415527
	Iteration 49Q: 3 clusters Score -311877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -311878.593750 Penalty: 4118.415527
	Iteration 50Q: 3 clusters Score -311878.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -311878.812500 Penalty: 4118.415527
	Iteration 51Q: 3 clusters Score -311878.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -311878.906250 Penalty: 4118.415527
	Iteration 52Q: 3 clusters Score -311878.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -311882.125000 Penalty: 4118.415527
	Iteration 53Q: 3 clusters Score -311882.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -311885.062500 Penalty: 4118.415527
	Iteration 54Q: 3 clusters Score -311885.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -311891.093750 Penalty: 4118.415527
	Iteration 55Q: 3 clusters Score -311891.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -311895.156250 Penalty: 4118.415527
	Iteration 56Q: 3 clusters Score -311895.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -311898.218750 Penalty: 4118.415527
	Iteration 57Q: 3 clusters Score -311898.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -311902.281250 Penalty: 4118.415527
	Iteration 58Q: 3 clusters Score -311902.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -311905.437500 Penalty: 4118.415527
	Iteration 59Q: 3 clusters Score -311905.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -311909.062500 Penalty: 4118.415527
	Iteration 60F: 3 clusters Score -311909.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -311913.656250 Penalty: 4118.415527
	Iteration 61Q: 3 clusters Score -311913.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -311917.312500 Penalty: 4118.415527
	Iteration 62Q: 3 clusters Score -311917.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -311919.500000 Penalty: 4118.415527
	Iteration 63Q: 3 clusters Score -311919.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -311923.812500 Penalty: 4118.415527
	Iteration 64Q: 3 clusters Score -311923.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -311929.343750 Penalty: 4118.415527
	Iteration 65Q: 3 clusters Score -311929.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -311933.875000 Penalty: 4118.415527
	Iteration 66Q: 3 clusters Score -311933.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -311938.937500 Penalty: 4118.415527
	Iteration 67Q: 3 clusters Score -311938.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -311942.625000 Penalty: 4118.415527
	Iteration 68Q: 3 clusters Score -311942.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -311944.406250 Penalty: 4118.415527
	Iteration 69Q: 3 clusters Score -311944.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -311948.031250 Penalty: 4118.415527
	Iteration 70Q: 3 clusters Score -311948 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -311953.625000 Penalty: 4118.415527
	Iteration 71Q: 3 clusters Score -311953.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -311958.500000 Penalty: 4118.415527
	Iteration 72Q: 3 clusters Score -311958.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -311964.687500 Penalty: 4118.415527
	Iteration 73Q: 3 clusters Score -311964.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -311969.656250 Penalty: 4118.415527
	Iteration 74Q: 3 clusters Score -311969.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -311978.812500 Penalty: 4118.415527
	Iteration 75Q: 3 clusters Score -311978.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -311986.687500 Penalty: 4118.415527
	Iteration 76Q: 3 clusters Score -311986.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -311995.625000 Penalty: 4118.415527
	Iteration 77Q: 3 clusters Score -311995.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -312004.531250 Penalty: 4118.415527
	Iteration 78Q: 3 clusters Score -312004.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -312009.437500 Penalty: 4118.415527
	Iteration 79Q: 3 clusters Score -312009.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -312018.593750 Penalty: 4118.415527
	Iteration 80F: 3 clusters Score -312018.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -312028.687500 Penalty: 4118.415527
	Iteration 81Q: 3 clusters Score -312028.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -312036.000000 Penalty: 4118.415527
	Iteration 82Q: 3 clusters Score -312036 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -312042.718750 Penalty: 4118.415527
	Iteration 83Q: 3 clusters Score -312042.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -312048.250000 Penalty: 4118.415527
	Iteration 84Q: 3 clusters Score -312048.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -312050.437500 Penalty: 4118.415527
	Iteration 85Q: 3 clusters Score -312050.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -312054.062500 Penalty: 4118.415527
	Iteration 86Q: 3 clusters Score -312054.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -312057.187500 Penalty: 4118.415527
	Iteration 87Q: 3 clusters Score -312057.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -312059.625000 Penalty: 4118.415527
	Iteration 88Q: 3 clusters Score -312059.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -312061.218750 Penalty: 4118.415527
	Iteration 89Q: 3 clusters Score -312061.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -312062.843750 Penalty: 4118.415527
	Iteration 90Q: 3 clusters Score -312062.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -312065.875000 Penalty: 4118.415527
	Iteration 91Q: 3 clusters Score -312065.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -312067.000000 Penalty: 4118.415527
	Iteration 92Q: 3 clusters Score -312067 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -312068.343750 Penalty: 4118.415527
	Iteration 93Q: 3 clusters Score -312068.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -312068.968750 Penalty: 4118.415527
	Iteration 94Q: 3 clusters Score -312069 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -312068.968750 Penalty: 4118.415527
	Iteration 95F: 3 clusters Score -312069 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (73903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73903 members 
Entering Unmasked Estep 
Score: -6004026.000000 Penalty: 2780.206055
	Iteration 0F: 2 clusters Score -6004026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36807 members 
Mstep: Class 2 contains 37096 members 
Entering Unmasked Estep 
Score: -5954542.000000 Penalty: 5560.412109
	Iteration 0F: 3 clusters Score -5954542 nChanged 34441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34778 members 
Mstep: Class 2 contains 39125 members 
Entering Unmasked Estep 
Score: -5974548.000000 Penalty: 5560.412109
	Iteration 1F: 3 clusters Score -5974548 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33427 members 
Mstep: Class 2 contains 40476 members 
Entering Unmasked Estep 
Score: -5975512.000000 Penalty: 5560.412109
	Iteration 2Q: 3 clusters Score -5975512 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31417 members 
Mstep: Class 2 contains 42486 members 
Entering Unmasked Estep 
Score: -5976750.500000 Penalty: 5560.412109
	Iteration 3Q: 3 clusters Score -5976750 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28523 members 
Mstep: Class 2 contains 45380 members 
Entering Unmasked Estep 
Score: -5978645.000000 Penalty: 5560.412109
	Iteration 4F: 3 clusters Score -5978645 nChanged 4785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24562 members 
Mstep: Class 2 contains 49341 members 
Entering Unmasked Estep 
Score: -5981537.000000 Penalty: 5560.412109
	Iteration 5F: 3 clusters Score -5981537 nChanged 5415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19731 members 
Mstep: Class 2 contains 54172 members 
Entering Unmasked Estep 
Score: -5985674.000000 Penalty: 5560.412109
	Iteration 6F: 3 clusters Score -5985674 nChanged 5715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 59419 members 
Entering Unmasked Estep 
Score: -5990537.500000 Penalty: 5560.412109
	Iteration 7F: 3 clusters Score -5990538 nChanged 5042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 64063 members 
Entering Unmasked Estep 
Score: -5995008.500000 Penalty: 5560.412109
	Iteration 8F: 3 clusters Score -5995008 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 67479 members 
Entering Unmasked Estep 
Score: -5998165.000000 Penalty: 5560.412109
	Iteration 9Q: 3 clusters Score -5998165 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 69595 members 
Entering Unmasked Estep 
Score: -5999878.000000 Penalty: 5560.412109
	Iteration 10Q: 3 clusters Score -5999878 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 70798 members 
Entering Unmasked Estep 
Score: -6000697.000000 Penalty: 5560.412109
	Iteration 11Q: 3 clusters Score -6000697 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 71502 members 
Entering Unmasked Estep 
Score: -6001107.000000 Penalty: 5560.412109
	Iteration 12Q: 3 clusters Score -6001107 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 71933 members 
Entering Unmasked Estep 
Score: -6001406.000000 Penalty: 5560.412109
	Iteration 13Q: 3 clusters Score -6001406 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 72173 members 
Entering Unmasked Estep 
Score: -6001607.000000 Penalty: 5560.412109
	Iteration 14Q: 3 clusters Score -6001607 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 72323 members 
Entering Unmasked Estep 
Score: -6001696.000000 Penalty: 5560.412109
	Iteration 15Q: 3 clusters Score -6001696 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 72429 members 
Entering Unmasked Estep 
Score: -6001774.000000 Penalty: 5560.412109
	Iteration 16Q: 3 clusters Score -6001774 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 72497 members 
Entering Unmasked Estep 
Score: -6001839.500000 Penalty: 5560.412109
	Iteration 17Q: 3 clusters Score -6001840 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 72539 members 
Entering Unmasked Estep 
Score: -6001883.500000 Penalty: 5560.412109
	Iteration 18Q: 3 clusters Score -6001884 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 72569 members 
Entering Unmasked Estep 
Score: -6001914.500000 Penalty: 5560.412109
	Iteration 19Q: 3 clusters Score -6001914 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 72600 members 
Entering Unmasked Estep 
Score: -6001956.000000 Penalty: 5560.412109
	Iteration 20F: 3 clusters Score -6001956 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 72609 members 
Entering Unmasked Estep 
Score: -6001991.000000 Penalty: 5560.412109
	Iteration 21Q: 3 clusters Score -6001991 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 72626 members 
Entering Unmasked Estep 
Score: -6002007.000000 Penalty: 5560.412109
	Iteration 22Q: 3 clusters Score -6002007 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 72639 members 
Entering Unmasked Estep 
Score: -6002020.000000 Penalty: 5560.412109
	Iteration 23Q: 3 clusters Score -6002020 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 72644 members 
Entering Unmasked Estep 
Score: -6002032.500000 Penalty: 5560.412109
	Iteration 24Q: 3 clusters Score -6002032 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 72660 members 
Entering Unmasked Estep 
Score: -6002056.500000 Penalty: 5560.412109
	Iteration 25Q: 3 clusters Score -6002056 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 72672 members 
Entering Unmasked Estep 
Score: -6002056.500000 Penalty: 5560.412109
	Iteration 26Q: 3 clusters Score -6002056 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 72679 members 
Entering Unmasked Estep 
Score: -6002066.000000 Penalty: 5560.412109
	Iteration 27Q: 3 clusters Score -6002066 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 72681 members 
Entering Unmasked Estep 
Score: -6002074.500000 Penalty: 5560.412109
	Iteration 28Q: 3 clusters Score -6002074 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 72686 members 
Entering Unmasked Estep 
Score: -6002086.000000 Penalty: 5560.412109
	Iteration 29Q: 3 clusters Score -6002086 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 72691 members 
Entering Unmasked Estep 
Score: -6002094.000000 Penalty: 5560.412109
	Iteration 30Q: 3 clusters Score -6002094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 72689 members 
Entering Unmasked Estep 
Score: -6002094.000000 Penalty: 5560.412109
	Iteration 31Q: 3 clusters Score -6002094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 72692 members 
Entering Unmasked Estep 
Score: -6002091.000000 Penalty: 5560.412109
	Iteration 32Q: 3 clusters Score -6002091 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 72694 members 
Entering Unmasked Estep 
Score: -6002083.500000 Penalty: 5560.412109
	Iteration 33Q: 3 clusters Score -6002084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 72695 members 
Entering Unmasked Estep 
Score: -6002087.000000 Penalty: 5560.412109
	Iteration 34Q: 3 clusters Score -6002087 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 72695 members 
Entering Unmasked Estep 
Score: -6002087.000000 Penalty: 5560.412109
	Iteration 35F: 3 clusters Score -6002087 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Entering Unmasked Estep 
Score: -291628.187500 Penalty: 2087.234375
	Iteration 0F: 2 clusters Score -291628.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -287523.156250 Penalty: 4174.468750
	Iteration 0F: 3 clusters Score -287523.2 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -288781.656250 Penalty: 4174.468750
	Iteration 1F: 3 clusters Score -288781.7 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -289358.281250 Penalty: 4174.468750
	Iteration 2F: 3 clusters Score -289358.3 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -289894.437500 Penalty: 4174.468750
	Iteration 3F: 3 clusters Score -289894.4 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -290399.593750 Penalty: 4174.468750
	Iteration 4F: 3 clusters Score -290399.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -290784.031250 Penalty: 4174.468750
	Iteration 5F: 3 clusters Score -290784 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -290986.718750 Penalty: 4174.468750
	Iteration 6Q: 3 clusters Score -290986.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -291112.437500 Penalty: 4174.468750
	Iteration 7Q: 3 clusters Score -291112.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -291200.187500 Penalty: 4174.468750
	Iteration 8Q: 3 clusters Score -291200.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -291229.406250 Penalty: 4174.468750
	Iteration 9Q: 3 clusters Score -291229.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -291248.343750 Penalty: 4174.468750
	Iteration 10Q: 3 clusters Score -291248.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -291265.406250 Penalty: 4174.468750
	Iteration 11Q: 3 clusters Score -291265.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -291289.531250 Penalty: 4174.468750
	Iteration 12Q: 3 clusters Score -291289.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -291308.593750 Penalty: 4174.468750
	Iteration 13Q: 3 clusters Score -291308.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -291327.125000 Penalty: 4174.468750
	Iteration 14Q: 3 clusters Score -291327.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -291338.218750 Penalty: 4174.468750
	Iteration 15Q: 3 clusters Score -291338.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -291348.656250 Penalty: 4174.468750
	Iteration 16Q: 3 clusters Score -291348.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -291353.312500 Penalty: 4174.468750
	Iteration 17Q: 3 clusters Score -291353.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -291357.218750 Penalty: 4174.468750
	Iteration 18Q: 3 clusters Score -291357.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -291358.968750 Penalty: 4174.468750
	Iteration 19Q: 3 clusters Score -291359 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -291359.750000 Penalty: 4174.468750
	Iteration 20F: 3 clusters Score -291359.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -291361.343750 Penalty: 4174.468750
	Iteration 21Q: 3 clusters Score -291361.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -291362.812500 Penalty: 4174.468750
	Iteration 22Q: 3 clusters Score -291362.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -291364.531250 Penalty: 4174.468750
	Iteration 23Q: 3 clusters Score -291364.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -291367.937500 Penalty: 4174.468750
	Iteration 24Q: 3 clusters Score -291367.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -291370.406250 Penalty: 4174.468750
	Iteration 25Q: 3 clusters Score -291370.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -291372.812500 Penalty: 4174.468750
	Iteration 26Q: 3 clusters Score -291372.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -291373.156250 Penalty: 4174.468750
	Iteration 27Q: 3 clusters Score -291373.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -291374.750000 Penalty: 4174.468750
	Iteration 28Q: 3 clusters Score -291374.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -291376.812500 Penalty: 4174.468750
	Iteration 29Q: 3 clusters Score -291376.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -291378.093750 Penalty: 4174.468750
	Iteration 30Q: 3 clusters Score -291378.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -291379.375000 Penalty: 4174.468750
	Iteration 31Q: 3 clusters Score -291379.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -291379.375000 Penalty: 4174.468750
	Iteration 32F: 3 clusters Score -291379.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Entering Unmasked Estep 
Score: -391594.468750 Penalty: 2111.518799
	Iteration 0F: 2 clusters Score -391594.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -387062.781250 Penalty: 4223.037598
	Iteration 0F: 3 clusters Score -387062.8 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -388054.375000 Penalty: 4223.037598
	Iteration 1F: 3 clusters Score -388054.4 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -388258.343750 Penalty: 4223.037598
	Iteration 2F: 3 clusters Score -388258.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -388394.937500 Penalty: 4223.037598
	Iteration 3Q: 3 clusters Score -388394.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -388518.031250 Penalty: 4223.037598
	Iteration 4Q: 3 clusters Score -388518 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -388604.750000 Penalty: 4223.037598
	Iteration 5Q: 3 clusters Score -388604.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -388672.937500 Penalty: 4223.037598
	Iteration 6Q: 3 clusters Score -388672.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -388722.218750 Penalty: 4223.037598
	Iteration 7Q: 3 clusters Score -388722.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -388761.375000 Penalty: 4223.037598
	Iteration 8Q: 3 clusters Score -388761.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -388793.500000 Penalty: 4223.037598
	Iteration 9Q: 3 clusters Score -388793.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -388822.156250 Penalty: 4223.037598
	Iteration 10Q: 3 clusters Score -388822.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -388847.093750 Penalty: 4223.037598
	Iteration 11Q: 3 clusters Score -388847.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -388869.875000 Penalty: 4223.037598
	Iteration 12Q: 3 clusters Score -388869.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -388887.750000 Penalty: 4223.037598
	Iteration 13Q: 3 clusters Score -388887.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -388900.062500 Penalty: 4223.037598
	Iteration 14Q: 3 clusters Score -388900.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -388910.843750 Penalty: 4223.037598
	Iteration 15Q: 3 clusters Score -388910.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -388921.812500 Penalty: 4223.037598
	Iteration 16Q: 3 clusters Score -388921.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -388932.250000 Penalty: 4223.037598
	Iteration 17Q: 3 clusters Score -388932.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -388941.687500 Penalty: 4223.037598
	Iteration 18Q: 3 clusters Score -388941.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -388953.781250 Penalty: 4223.037598
	Iteration 19Q: 3 clusters Score -388953.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -388964.187500 Penalty: 4223.037598
	Iteration 20F: 3 clusters Score -388964.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -388972.968750 Penalty: 4223.037598
	Iteration 21Q: 3 clusters Score -388973 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -388983.250000 Penalty: 4223.037598
	Iteration 22Q: 3 clusters Score -388983.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -388995.843750 Penalty: 4223.037598
	Iteration 23Q: 3 clusters Score -388995.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -389008.218750 Penalty: 4223.037598
	Iteration 24Q: 3 clusters Score -389008.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -389020.156250 Penalty: 4223.037598
	Iteration 25Q: 3 clusters Score -389020.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -389028.250000 Penalty: 4223.037598
	Iteration 26Q: 3 clusters Score -389028.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -389038.375000 Penalty: 4223.037598
	Iteration 27Q: 3 clusters Score -389038.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -389051.093750 Penalty: 4223.037598
	Iteration 28Q: 3 clusters Score -389051.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -389065.187500 Penalty: 4223.037598
	Iteration 29Q: 3 clusters Score -389065.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -389079.000000 Penalty: 4223.037598
	Iteration 30Q: 3 clusters Score -389079 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -389094.343750 Penalty: 4223.037598
	Iteration 31Q: 3 clusters Score -389094.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -389114.937500 Penalty: 4223.037598
	Iteration 32Q: 3 clusters Score -389114.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -389133.562500 Penalty: 4223.037598
	Iteration 33Q: 3 clusters Score -389133.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -389151.812500 Penalty: 4223.037598
	Iteration 34Q: 3 clusters Score -389151.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -389170.218750 Penalty: 4223.037598
	Iteration 35Q: 3 clusters Score -389170.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -389182.375000 Penalty: 4223.037598
	Iteration 36Q: 3 clusters Score -389182.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -389194.531250 Penalty: 4223.037598
	Iteration 37Q: 3 clusters Score -389194.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -389209.375000 Penalty: 4223.037598
	Iteration 38Q: 3 clusters Score -389209.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -389218.250000 Penalty: 4223.037598
	Iteration 39Q: 3 clusters Score -389218.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -389225.062500 Penalty: 4223.037598
	Iteration 40F: 3 clusters Score -389225.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -389229.687500 Penalty: 4223.037598
	Iteration 41Q: 3 clusters Score -389229.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -389236.906250 Penalty: 4223.037598
	Iteration 42Q: 3 clusters Score -389236.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -389245.125000 Penalty: 4223.037598
	Iteration 43Q: 3 clusters Score -389245.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -389253.468750 Penalty: 4223.037598
	Iteration 44Q: 3 clusters Score -389253.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -389259.437500 Penalty: 4223.037598
	Iteration 45Q: 3 clusters Score -389259.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -389267.562500 Penalty: 4223.037598
	Iteration 46Q: 3 clusters Score -389267.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -389275.156250 Penalty: 4223.037598
	Iteration 47Q: 3 clusters Score -389275.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -389285.968750 Penalty: 4223.037598
	Iteration 48Q: 3 clusters Score -389286 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -389296.687500 Penalty: 4223.037598
	Iteration 49Q: 3 clusters Score -389296.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -389312.562500 Penalty: 4223.037598
	Iteration 50Q: 3 clusters Score -389312.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -389328.718750 Penalty: 4223.037598
	Iteration 51Q: 3 clusters Score -389328.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -389340.687500 Penalty: 4223.037598
	Iteration 52Q: 3 clusters Score -389340.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -389352.312500 Penalty: 4223.037598
	Iteration 53Q: 3 clusters Score -389352.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -389363.781250 Penalty: 4223.037598
	Iteration 54Q: 3 clusters Score -389363.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -389373.781250 Penalty: 4223.037598
	Iteration 55Q: 3 clusters Score -389373.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -389383.593750 Penalty: 4223.037598
	Iteration 56Q: 3 clusters Score -389383.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -389394.875000 Penalty: 4223.037598
	Iteration 57Q: 3 clusters Score -389394.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -389409.250000 Penalty: 4223.037598
	Iteration 58Q: 3 clusters Score -389409.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -389423.843750 Penalty: 4223.037598
	Iteration 59Q: 3 clusters Score -389423.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -389436.625000 Penalty: 4223.037598
	Iteration 60F: 3 clusters Score -389436.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -389451.375000 Penalty: 4223.037598
	Iteration 61Q: 3 clusters Score -389451.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -389466.937500 Penalty: 4223.037598
	Iteration 62Q: 3 clusters Score -389466.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -389485.687500 Penalty: 4223.037598
	Iteration 63Q: 3 clusters Score -389485.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -389506.875000 Penalty: 4223.037598
	Iteration 64Q: 3 clusters Score -389506.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -389529.531250 Penalty: 4223.037598
	Iteration 65Q: 3 clusters Score -389529.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -389549.375000 Penalty: 4223.037598
	Iteration 66Q: 3 clusters Score -389549.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -389579.062500 Penalty: 4223.037598
	Iteration 67Q: 3 clusters Score -389579.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -389605.093750 Penalty: 4223.037598
	Iteration 68Q: 3 clusters Score -389605.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -389625.406250 Penalty: 4223.037598
	Iteration 69Q: 3 clusters Score -389625.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -389646.187500 Penalty: 4223.037598
	Iteration 70Q: 3 clusters Score -389646.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -389663.062500 Penalty: 4223.037598
	Iteration 71Q: 3 clusters Score -389663.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -389674.531250 Penalty: 4223.037598
	Iteration 72Q: 3 clusters Score -389674.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -389688.125000 Penalty: 4223.037598
	Iteration 73Q: 3 clusters Score -389688.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -389707.718750 Penalty: 4223.037598
	Iteration 74Q: 3 clusters Score -389707.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -389720.125000 Penalty: 4223.037598
	Iteration 75Q: 3 clusters Score -389720.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -389730.343750 Penalty: 4223.037598
	Iteration 76Q: 3 clusters Score -389730.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -389741.031250 Penalty: 4223.037598
	Iteration 77Q: 3 clusters Score -389741 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -389750.281250 Penalty: 4223.037598
	Iteration 78Q: 3 clusters Score -389750.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -389753.437500 Penalty: 4223.037598
	Iteration 79Q: 3 clusters Score -389753.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -389755.093750 Penalty: 4223.037598
	Iteration 80F: 3 clusters Score -389755.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -389759.625000 Penalty: 4223.037598
	Iteration 81Q: 3 clusters Score -389759.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -389763.656250 Penalty: 4223.037598
	Iteration 82Q: 3 clusters Score -389763.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -389771.312500 Penalty: 4223.037598
	Iteration 83Q: 3 clusters Score -389771.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -389775.906250 Penalty: 4223.037598
	Iteration 84Q: 3 clusters Score -389775.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -389780.781250 Penalty: 4223.037598
	Iteration 85Q: 3 clusters Score -389780.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -389789.437500 Penalty: 4223.037598
	Iteration 86Q: 3 clusters Score -389789.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -389793.531250 Penalty: 4223.037598
	Iteration 87Q: 3 clusters Score -389793.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -389798.562500 Penalty: 4223.037598
	Iteration 88Q: 3 clusters Score -389798.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -389802.687500 Penalty: 4223.037598
	Iteration 89Q: 3 clusters Score -389802.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -389803.968750 Penalty: 4223.037598
	Iteration 90Q: 3 clusters Score -389804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -389805.468750 Penalty: 4223.037598
	Iteration 91Q: 3 clusters Score -389805.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -389805.531250 Penalty: 4223.037598
	Iteration 92Q: 3 clusters Score -389805.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -389806.281250 Penalty: 4223.037598
	Iteration 93Q: 3 clusters Score -389806.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -389806.562500 Penalty: 4223.037598
	Iteration 94Q: 3 clusters Score -389806.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -389807.562500 Penalty: 4223.037598
	Iteration 95Q: 3 clusters Score -389807.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -389808.468750 Penalty: 4223.037598
	Iteration 96Q: 3 clusters Score -389808.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -389808.781250 Penalty: 4223.037598
	Iteration 97Q: 3 clusters Score -389808.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -389809.781250 Penalty: 4223.037598
	Iteration 98Q: 3 clusters Score -389809.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -389816.062500 Penalty: 4223.037598
	Iteration 99Q: 3 clusters Score -389816.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -389818.906250 Penalty: 4223.037598
	Iteration 100F: 3 clusters Score -389818.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -389821.437500 Penalty: 4223.037598
	Iteration 101Q: 3 clusters Score -389821.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -389822.875000 Penalty: 4223.037598
	Iteration 102Q: 3 clusters Score -389822.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -389824.593750 Penalty: 4223.037598
	Iteration 103Q: 3 clusters Score -389824.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -389825.531250 Penalty: 4223.037598
	Iteration 104Q: 3 clusters Score -389825.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -389826.156250 Penalty: 4223.037598
	Iteration 105Q: 3 clusters Score -389826.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -389826.937500 Penalty: 4223.037598
	Iteration 106Q: 3 clusters Score -389826.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -389826.937500 Penalty: 4223.037598
	Iteration 107F: 3 clusters Score -389826.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (63546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63546 members 
Entering Unmasked Estep 
Score: -4869569.000000 Penalty: 2742.760986
	Iteration 0F: 2 clusters Score -4869569 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31575 members 
Mstep: Class 2 contains 31971 members 
Entering Unmasked Estep 
Score: -4826802.500000 Penalty: 5485.521973
	Iteration 0F: 3 clusters Score -4826802 nChanged 29667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29050 members 
Mstep: Class 2 contains 34496 members 
Entering Unmasked Estep 
Score: -4844060.500000 Penalty: 5485.521973
	Iteration 1F: 3 clusters Score -4844060 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27254 members 
Mstep: Class 2 contains 36292 members 
Entering Unmasked Estep 
Score: -4845563.000000 Penalty: 5485.521973
	Iteration 2F: 3 clusters Score -4845563 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24820 members 
Mstep: Class 2 contains 38726 members 
Entering Unmasked Estep 
Score: -4847832.000000 Penalty: 5485.521973
	Iteration 3F: 3 clusters Score -4847832 nChanged 4457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21825 members 
Mstep: Class 2 contains 41721 members 
Entering Unmasked Estep 
Score: -4850737.000000 Penalty: 5485.521973
	Iteration 4F: 3 clusters Score -4850737 nChanged 4830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18265 members 
Mstep: Class 2 contains 45281 members 
Entering Unmasked Estep 
Score: -4854379.000000 Penalty: 5485.521973
	Iteration 5F: 3 clusters Score -4854379 nChanged 4673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 48972 members 
Entering Unmasked Estep 
Score: -4858028.000000 Penalty: 5485.521973
	Iteration 6F: 3 clusters Score -4858028 nChanged 3881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 52291 members 
Entering Unmasked Estep 
Score: -4861046.000000 Penalty: 5485.521973
	Iteration 7F: 3 clusters Score -4861046 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 54839 members 
Entering Unmasked Estep 
Score: -4863463.000000 Penalty: 5485.521973
	Iteration 8Q: 3 clusters Score -4863463 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 56686 members 
Entering Unmasked Estep 
Score: -4865393.000000 Penalty: 5485.521973
	Iteration 9Q: 3 clusters Score -4865393 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 57839 members 
Entering Unmasked Estep 
Score: -4866771.500000 Penalty: 5485.521973
	Iteration 10Q: 3 clusters Score -4866772 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 58400 members 
Entering Unmasked Estep 
Score: -4867532.500000 Penalty: 5485.521973
	Iteration 11Q: 3 clusters Score -4867532 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 58715 members 
Entering Unmasked Estep 
Score: -4867956.000000 Penalty: 5485.521973
	Iteration 12Q: 3 clusters Score -4867956 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 58905 members 
Entering Unmasked Estep 
Score: -4868188.500000 Penalty: 5485.521973
	Iteration 13Q: 3 clusters Score -4868188 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 59036 members 
Entering Unmasked Estep 
Score: -4868344.000000 Penalty: 5485.521973
	Iteration 14Q: 3 clusters Score -4868344 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 59122 members 
Entering Unmasked Estep 
Score: -4868437.500000 Penalty: 5485.521973
	Iteration 15Q: 3 clusters Score -4868438 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 59198 members 
Entering Unmasked Estep 
Score: -4868493.000000 Penalty: 5485.521973
	Iteration 16Q: 3 clusters Score -4868493 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 59258 members 
Entering Unmasked Estep 
Score: -4868537.000000 Penalty: 5485.521973
	Iteration 17Q: 3 clusters Score -4868537 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 59305 members 
Entering Unmasked Estep 
Score: -4868581.000000 Penalty: 5485.521973
	Iteration 18Q: 3 clusters Score -4868581 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 59326 members 
Entering Unmasked Estep 
Score: -4868575.000000 Penalty: 5485.521973
	Iteration 19Q: 3 clusters Score -4868575 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 59345 members 
Entering Unmasked Estep 
Score: -4868611.000000 Penalty: 5485.521973
	Iteration 20F: 3 clusters Score -4868611 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 59362 members 
Entering Unmasked Estep 
Score: -4868619.000000 Penalty: 5485.521973
	Iteration 21Q: 3 clusters Score -4868619 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 59366 members 
Entering Unmasked Estep 
Score: -4868636.000000 Penalty: 5485.521973
	Iteration 22Q: 3 clusters Score -4868636 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 59357 members 
Entering Unmasked Estep 
Score: -4868649.500000 Penalty: 5485.521973
	Iteration 23Q: 3 clusters Score -4868650 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 59357 members 
Entering Unmasked Estep 
Score: -4868653.000000 Penalty: 5485.521973
	Iteration 24Q: 3 clusters Score -4868653 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 59363 members 
Entering Unmasked Estep 
Score: -4868658.000000 Penalty: 5485.521973
	Iteration 25Q: 3 clusters Score -4868658 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 59366 members 
Entering Unmasked Estep 
Score: -4868658.000000 Penalty: 5485.521973
	Iteration 26Q: 3 clusters Score -4868658 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 59365 members 
Entering Unmasked Estep 
Score: -4868663.000000 Penalty: 5485.521973
	Iteration 27Q: 3 clusters Score -4868663 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 59374 members 
Entering Unmasked Estep 
Score: -4868683.000000 Penalty: 5485.521973
	Iteration 28Q: 3 clusters Score -4868683 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 59393 members 
Entering Unmasked Estep 
Score: -4868688.000000 Penalty: 5485.521973
	Iteration 29Q: 3 clusters Score -4868688 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 59416 members 
Entering Unmasked Estep 
Score: -4868684.500000 Penalty: 5485.521973
	Iteration 30Q: 3 clusters Score -4868684 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 59435 members 
Entering Unmasked Estep 
Score: -4868695.000000 Penalty: 5485.521973
	Iteration 31Q: 3 clusters Score -4868695 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 59446 members 
Entering Unmasked Estep 
Score: -4868694.000000 Penalty: 5485.521973
	Iteration 32Q: 3 clusters Score -4868694 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 59456 members 
Entering Unmasked Estep 
Score: -4868691.000000 Penalty: 5485.521973
	Iteration 33Q: 3 clusters Score -4868691 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 59466 members 
Entering Unmasked Estep 
Score: -4868684.500000 Penalty: 5485.521973
	Iteration 34Q: 3 clusters Score -4868684 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 59483 members 
Entering Unmasked Estep 
Score: -4868694.500000 Penalty: 5485.521973
	Iteration 35Q: 3 clusters Score -4868694 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 59492 members 
Entering Unmasked Estep 
Score: -4868697.000000 Penalty: 5485.521973
	Iteration 36Q: 3 clusters Score -4868697 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 59494 members 
Entering Unmasked Estep 
Score: -4868695.000000 Penalty: 5485.521973
	Iteration 37Q: 3 clusters Score -4868695 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 59494 members 
Entering Unmasked Estep 
Score: -4868696.000000 Penalty: 5485.521973
	Iteration 38Q: 3 clusters Score -4868696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 59497 members 
Entering Unmasked Estep 
Score: -4868697.500000 Penalty: 5485.521973
	Iteration 39Q: 3 clusters Score -4868698 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 59501 members 
Entering Unmasked Estep 
Score: -4868700.500000 Penalty: 5485.521973
	Iteration 40F: 3 clusters Score -4868700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 59504 members 
Entering Unmasked Estep 
Score: -4868702.000000 Penalty: 5485.521973
	Iteration 41Q: 3 clusters Score -4868702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 59506 members 
Entering Unmasked Estep 
Score: -4868701.500000 Penalty: 5485.521973
	Iteration 42Q: 3 clusters Score -4868702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 59509 members 
Entering Unmasked Estep 
Score: -4868698.000000 Penalty: 5485.521973
	Iteration 43Q: 3 clusters Score -4868698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 59511 members 
Entering Unmasked Estep 
Score: -4868701.500000 Penalty: 5485.521973
	Iteration 44Q: 3 clusters Score -4868702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 59511 members 
Entering Unmasked Estep 
Score: -4868702.500000 Penalty: 5485.521973
	Iteration 45Q: 3 clusters Score -4868702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 59512 members 
Entering Unmasked Estep 
Score: -4868702.500000 Penalty: 5485.521973
	Iteration 46Q: 3 clusters Score -4868702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 59512 members 
Entering Unmasked Estep 
Score: -4868702.500000 Penalty: 5485.521973
	Iteration 47F: 3 clusters Score -4868702 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -332874.625000 Penalty: 2086.630127
	Iteration 0F: 2 clusters Score -332874.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -328736.500000 Penalty: 4173.260254
	Iteration 0F: 3 clusters Score -328736.5 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -329744.468750 Penalty: 4173.260254
	Iteration 1F: 3 clusters Score -329744.5 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -329986.531250 Penalty: 4173.260254
	Iteration 2F: 3 clusters Score -329986.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -330154.031250 Penalty: 4173.260254
	Iteration 3F: 3 clusters Score -330154 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -330336.281250 Penalty: 4173.260254
	Iteration 4Q: 3 clusters Score -330336.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -330533.000000 Penalty: 4173.260254
	Iteration 5Q: 3 clusters Score -330533 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -330705.031250 Penalty: 4173.260254
	Iteration 6Q: 3 clusters Score -330705 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -330830.312500 Penalty: 4173.260254
	Iteration 7Q: 3 clusters Score -330830.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -330974.968750 Penalty: 4173.260254
	Iteration 8Q: 3 clusters Score -330975 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -331138.718750 Penalty: 4173.260254
	Iteration 9Q: 3 clusters Score -331138.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -331292.593750 Penalty: 4173.260254
	Iteration 10Q: 3 clusters Score -331292.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -331388.125000 Penalty: 4173.260254
	Iteration 11Q: 3 clusters Score -331388.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -331461.625000 Penalty: 4173.260254
	Iteration 12Q: 3 clusters Score -331461.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -331517.406250 Penalty: 4173.260254
	Iteration 13Q: 3 clusters Score -331517.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -331560.812500 Penalty: 4173.260254
	Iteration 14Q: 3 clusters Score -331560.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -331594.031250 Penalty: 4173.260254
	Iteration 15Q: 3 clusters Score -331594 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -331620.562500 Penalty: 4173.260254
	Iteration 16Q: 3 clusters Score -331620.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -331643.812500 Penalty: 4173.260254
	Iteration 17Q: 3 clusters Score -331643.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -331656.562500 Penalty: 4173.260254
	Iteration 18Q: 3 clusters Score -331656.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -331661.562500 Penalty: 4173.260254
	Iteration 19Q: 3 clusters Score -331661.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -331664.562500 Penalty: 4173.260254
	Iteration 20F: 3 clusters Score -331664.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -331666.875000 Penalty: 4173.260254
	Iteration 21Q: 3 clusters Score -331666.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -331667.468750 Penalty: 4173.260254
	Iteration 22Q: 3 clusters Score -331667.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -331667.187500 Penalty: 4173.260254
	Iteration 23Q: 3 clusters Score -331667.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -331667.781250 Penalty: 4173.260254
	Iteration 24Q: 3 clusters Score -331667.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -331667.781250 Penalty: 4173.260254
	Iteration 25F: 3 clusters Score -331667.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (119924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119924 members 
Entering Unmasked Estep 
Score: -9563345.000000 Penalty: 2900.264160
	Iteration 0F: 2 clusters Score -9563345 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60079 members 
Mstep: Class 2 contains 59845 members 
Entering Unmasked Estep 
Score: -9483220.000000 Penalty: 5800.528320
	Iteration 0F: 3 clusters Score -9483220 nChanged 56928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61677 members 
Mstep: Class 2 contains 58247 members 
Entering Unmasked Estep 
Score: -9516019.000000 Penalty: 5800.528320
	Iteration 1F: 3 clusters Score -9516019 nChanged 3972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62725 members 
Mstep: Class 2 contains 57199 members 
Entering Unmasked Estep 
Score: -9516882.000000 Penalty: 5800.528320
	Iteration 2Q: 3 clusters Score -9516882 nChanged 4116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64383 members 
Mstep: Class 2 contains 55541 members 
Entering Unmasked Estep 
Score: -9517984.000000 Penalty: 5800.528320
	Iteration 3Q: 3 clusters Score -9517984 nChanged 4454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66857 members 
Mstep: Class 2 contains 53067 members 
Entering Unmasked Estep 
Score: -9519412.000000 Penalty: 5800.528320
	Iteration 4Q: 3 clusters Score -9519412 nChanged 5119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70454 members 
Mstep: Class 2 contains 49470 members 
Entering Unmasked Estep 
Score: -9521538.000000 Penalty: 5800.528320
	Iteration 5Q: 3 clusters Score -9521538 nChanged 6251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75585 members 
Mstep: Class 2 contains 44339 members 
Entering Unmasked Estep 
Score: -9524715.000000 Penalty: 5800.528320
	Iteration 6F: 3 clusters Score -9524715 nChanged 7523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82458 members 
Mstep: Class 2 contains 37466 members 
Entering Unmasked Estep 
Score: -9529208.000000 Penalty: 5800.528320
	Iteration 7F: 3 clusters Score -9529208 nChanged 8543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90695 members 
Mstep: Class 2 contains 29229 members 
Entering Unmasked Estep 
Score: -9535542.000000 Penalty: 5800.528320
	Iteration 8F: 3 clusters Score -9535542 nChanged 8654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99271 members 
Mstep: Class 2 contains 20653 members 
Entering Unmasked Estep 
Score: -9542738.000000 Penalty: 5800.528320
	Iteration 9F: 3 clusters Score -9542738 nChanged 7625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106880 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -9549599.000000 Penalty: 5800.528320
	Iteration 10F: 3 clusters Score -9549599 nChanged 5606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112480 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -9554779.000000 Penalty: 5800.528320
	Iteration 11Q: 3 clusters Score -9554779 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115917 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -9557970.000000 Penalty: 5800.528320
	Iteration 12Q: 3 clusters Score -9557970 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117582 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -9559573.000000 Penalty: 5800.528320
	Iteration 13Q: 3 clusters Score -9559573 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118291 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -9560285.000000 Penalty: 5800.528320
	Iteration 14Q: 3 clusters Score -9560285 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118579 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -9560616.000000 Penalty: 5800.528320
	Iteration 15Q: 3 clusters Score -9560616 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118712 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -9560802.000000 Penalty: 5800.528320
	Iteration 16Q: 3 clusters Score -9560802 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118765 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -9560889.000000 Penalty: 5800.528320
	Iteration 17Q: 3 clusters Score -9560889 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118783 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -9560948.000000 Penalty: 5800.528320
	Iteration 18Q: 3 clusters Score -9560948 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118803 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -9560967.000000 Penalty: 5800.528320
	Iteration 19Q: 3 clusters Score -9560967 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118819 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -9560994.000000 Penalty: 5800.528320
	Iteration 20F: 3 clusters Score -9560994 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118832 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -9561025.000000 Penalty: 5800.528320
	Iteration 21Q: 3 clusters Score -9561025 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118829 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -9561037.000000 Penalty: 5800.528320
	Iteration 22Q: 3 clusters Score -9561037 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118836 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -9561031.000000 Penalty: 5800.528320
	Iteration 23Q: 3 clusters Score -9561031 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118842 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -9561038.000000 Penalty: 5800.528320
	Iteration 24Q: 3 clusters Score -9561038 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118844 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -9561043.000000 Penalty: 5800.528320
	Iteration 25Q: 3 clusters Score -9561043 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118845 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -9561052.000000 Penalty: 5800.528320
	Iteration 26Q: 3 clusters Score -9561052 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118853 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -9561048.000000 Penalty: 5800.528320
	Iteration 27Q: 3 clusters Score -9561048 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118858 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -9561058.000000 Penalty: 5800.528320
	Iteration 28Q: 3 clusters Score -9561058 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118865 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -9561074.000000 Penalty: 5800.528320
	Iteration 29Q: 3 clusters Score -9561074 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118872 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -9561069.000000 Penalty: 5800.528320
	Iteration 30Q: 3 clusters Score -9561069 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118873 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -9561074.000000 Penalty: 5800.528320
	Iteration 31Q: 3 clusters Score -9561074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118880 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -9561068.000000 Penalty: 5800.528320
	Iteration 32Q: 3 clusters Score -9561068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118880 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -9561073.000000 Penalty: 5800.528320
	Iteration 33Q: 3 clusters Score -9561073 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118879 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -9561068.000000 Penalty: 5800.528320
	Iteration 34Q: 3 clusters Score -9561068 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118882 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -9561078.000000 Penalty: 5800.528320
	Iteration 35Q: 3 clusters Score -9561078 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118881 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -9561081.000000 Penalty: 5800.528320
	Iteration 36Q: 3 clusters Score -9561081 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118875 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -9561092.000000 Penalty: 5800.528320
	Iteration 37Q: 3 clusters Score -9561092 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118877 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -9561095.000000 Penalty: 5800.528320
	Iteration 38Q: 3 clusters Score -9561095 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118881 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -9561103.000000 Penalty: 5800.528320
	Iteration 39Q: 3 clusters Score -9561103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118882 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -9561109.000000 Penalty: 5800.528320
	Iteration 40F: 3 clusters Score -9561109 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118878 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -9561104.000000 Penalty: 5800.528320
	Iteration 41Q: 3 clusters Score -9561104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118875 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -9561102.000000 Penalty: 5800.528320
	Iteration 42Q: 3 clusters Score -9561102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118874 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -9561097.000000 Penalty: 5800.528320
	Iteration 43Q: 3 clusters Score -9561097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118874 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -9561102.000000 Penalty: 5800.528320
	Iteration 44Q: 3 clusters Score -9561102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118873 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -9561100.000000 Penalty: 5800.528320
	Iteration 45Q: 3 clusters Score -9561100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118872 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -9561096.000000 Penalty: 5800.528320
	Iteration 46Q: 3 clusters Score -9561096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118872 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -9561096.000000 Penalty: 5800.528320
	Iteration 47F: 3 clusters Score -9561096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -1085122.625000 Penalty: 2360.292969
	Iteration 0F: 2 clusters Score -1085123 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1075144.125000 Penalty: 4720.585938
	Iteration 0F: 3 clusters Score -1075144 nChanged 5836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1078216.875000 Penalty: 4720.585938
	Iteration 1F: 3 clusters Score -1078217 nChanged 904
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: -1078646.250000 Penalty: 4720.585938
	Iteration 2F: 3 clusters Score -1078646 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1079068.125000 Penalty: 4720.585938
	Iteration 3F: 3 clusters Score -1079068 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -1079505.375000 Penalty: 4720.585938
	Iteration 4F: 3 clusters Score -1079505 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1079963.500000 Penalty: 4720.585938
	Iteration 5F: 3 clusters Score -1079964 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -1080443.750000 Penalty: 4720.585938
	Iteration 6F: 3 clusters Score -1080444 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -1080922.375000 Penalty: 4720.585938
	Iteration 7F: 3 clusters Score -1080922 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -1081381.000000 Penalty: 4720.585938
	Iteration 8Q: 3 clusters Score -1081381 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -1081760.875000 Penalty: 4720.585938
	Iteration 9Q: 3 clusters Score -1081761 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -1082067.500000 Penalty: 4720.585938
	Iteration 10Q: 3 clusters Score -1082068 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -1082341.000000 Penalty: 4720.585938
	Iteration 11Q: 3 clusters Score -1082341 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -1082541.250000 Penalty: 4720.585938
	Iteration 12Q: 3 clusters Score -1082541 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -1082673.500000 Penalty: 4720.585938
	Iteration 13Q: 3 clusters Score -1082674 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -1082780.125000 Penalty: 4720.585938
	Iteration 14Q: 3 clusters Score -1082780 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -1082875.000000 Penalty: 4720.585938
	Iteration 15Q: 3 clusters Score -1082875 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -1082964.125000 Penalty: 4720.585938
	Iteration 16Q: 3 clusters Score -1082964 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -1083016.625000 Penalty: 4720.585938
	Iteration 17Q: 3 clusters Score -1083017 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -1083048.750000 Penalty: 4720.585938
	Iteration 18Q: 3 clusters Score -1083049 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -1083072.875000 Penalty: 4720.585938
	Iteration 19Q: 3 clusters Score -1083073 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -1083097.250000 Penalty: 4720.585938
	Iteration 20F: 3 clusters Score -1083097 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -1083117.250000 Penalty: 4720.585938
	Iteration 21Q: 3 clusters Score -1083117 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -1083144.625000 Penalty: 4720.585938
	Iteration 22Q: 3 clusters Score -1083145 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -1083167.500000 Penalty: 4720.585938
	Iteration 23Q: 3 clusters Score -1083168 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -1083185.500000 Penalty: 4720.585938
	Iteration 24Q: 3 clusters Score -1083186 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -1083201.500000 Penalty: 4720.585938
	Iteration 25Q: 3 clusters Score -1083202 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -1083222.125000 Penalty: 4720.585938
	Iteration 26Q: 3 clusters Score -1083222 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -1083233.750000 Penalty: 4720.585938
	Iteration 27Q: 3 clusters Score -1083234 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -1083243.125000 Penalty: 4720.585938
	Iteration 28Q: 3 clusters Score -1083243 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -1083246.750000 Penalty: 4720.585938
	Iteration 29Q: 3 clusters Score -1083247 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -1083249.250000 Penalty: 4720.585938
	Iteration 30Q: 3 clusters Score -1083249 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -1083251.875000 Penalty: 4720.585938
	Iteration 31Q: 3 clusters Score -1083252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -1083252.750000 Penalty: 4720.585938
	Iteration 32Q: 3 clusters Score -1083253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -1083252.500000 Penalty: 4720.585938
	Iteration 33Q: 3 clusters Score -1083252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -1083252.500000 Penalty: 4720.585938
	Iteration 34F: 3 clusters Score -1083252 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (44494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44494 members 
Entering Unmasked Estep 
Score: -3624427.250000 Penalty: 2654.371094
	Iteration 0F: 2 clusters Score -3624427 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22409 members 
Mstep: Class 2 contains 22085 members 
Entering Unmasked Estep 
Score: -3594291.250000 Penalty: 5308.742188
	Iteration 0F: 3 clusters Score -3594291 nChanged 20384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23809 members 
Mstep: Class 2 contains 20685 members 
Entering Unmasked Estep 
Score: -3605714.750000 Penalty: 5308.742188
	Iteration 1F: 3 clusters Score -3605715 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24581 members 
Mstep: Class 2 contains 19913 members 
Entering Unmasked Estep 
Score: -3606300.250000 Penalty: 5308.742188
	Iteration 2Q: 3 clusters Score -3606300 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25725 members 
Mstep: Class 2 contains 18769 members 
Entering Unmasked Estep 
Score: -3606933.500000 Penalty: 5308.742188
	Iteration 3Q: 3 clusters Score -3606934 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27331 members 
Mstep: Class 2 contains 17163 members 
Entering Unmasked Estep 
Score: -3607800.750000 Penalty: 5308.742188
	Iteration 4Q: 3 clusters Score -3607801 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29473 members 
Mstep: Class 2 contains 15021 members 
Entering Unmasked Estep 
Score: -3609092.250000 Penalty: 5308.742188
	Iteration 5F: 3 clusters Score -3609092 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32269 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -3611164.750000 Penalty: 5308.742188
	Iteration 6F: 3 clusters Score -3611165 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35584 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -3614040.000000 Penalty: 5308.742188
	Iteration 7F: 3 clusters Score -3614040 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38790 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -3617071.250000 Penalty: 5308.742188
	Iteration 8F: 3 clusters Score -3617071 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41226 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -3619425.250000 Penalty: 5308.742188
	Iteration 9F: 3 clusters Score -3619425 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42654 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -3620824.500000 Penalty: 5308.742188
	Iteration 10Q: 3 clusters Score -3620824 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43315 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -3621442.250000 Penalty: 5308.742188
	Iteration 11Q: 3 clusters Score -3621442 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43609 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -3621740.000000 Penalty: 5308.742188
	Iteration 12Q: 3 clusters Score -3621740 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43754 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -3621898.000000 Penalty: 5308.742188
	Iteration 13Q: 3 clusters Score -3621898 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43851 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -3622009.750000 Penalty: 5308.742188
	Iteration 14Q: 3 clusters Score -3622010 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43909 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -3622059.500000 Penalty: 5308.742188
	Iteration 15Q: 3 clusters Score -3622060 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43948 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -3622085.750000 Penalty: 5308.742188
	Iteration 16Q: 3 clusters Score -3622086 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43970 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -3622110.500000 Penalty: 5308.742188
	Iteration 17Q: 3 clusters Score -3622110 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43986 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -3622124.500000 Penalty: 5308.742188
	Iteration 18Q: 3 clusters Score -3622124 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44000 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -3622135.500000 Penalty: 5308.742188
	Iteration 19Q: 3 clusters Score -3622136 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44016 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -3622165.750000 Penalty: 5308.742188
	Iteration 20F: 3 clusters Score -3622166 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44031 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -3622182.250000 Penalty: 5308.742188
	Iteration 21Q: 3 clusters Score -3622182 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44043 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -3622198.500000 Penalty: 5308.742188
	Iteration 22Q: 3 clusters Score -3622198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44048 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -3622203.750000 Penalty: 5308.742188
	Iteration 23Q: 3 clusters Score -3622204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44052 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -3622201.000000 Penalty: 5308.742188
	Iteration 24Q: 3 clusters Score -3622201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44054 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -3622206.000000 Penalty: 5308.742188
	Iteration 25Q: 3 clusters Score -3622206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44054 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -3622208.250000 Penalty: 5308.742188
	Iteration 26Q: 3 clusters Score -3622208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44055 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -3622209.750000 Penalty: 5308.742188
	Iteration 27Q: 3 clusters Score -3622210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44056 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -3622210.750000 Penalty: 5308.742188
	Iteration 28Q: 3 clusters Score -3622211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44056 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -3622208.500000 Penalty: 5308.742188
	Iteration 29Q: 3 clusters Score -3622208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44056 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -3622214.250000 Penalty: 5308.742188
	Iteration 30Q: 3 clusters Score -3622214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44055 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -3622215.000000 Penalty: 5308.742188
	Iteration 31Q: 3 clusters Score -3622215 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44055 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -3622215.000000 Penalty: 5308.742188
	Iteration 32F: 3 clusters Score -3622215 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (22979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22979 members 
Entering Unmasked Estep 
Score: -1882831.625000 Penalty: 2490.499512
	Iteration 0F: 2 clusters Score -1882832 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -1866842.000000 Penalty: 4980.999023
	Iteration 0F: 3 clusters Score -1866842 nChanged 10189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -1872277.875000 Penalty: 4980.999023
	Iteration 1F: 3 clusters Score -1872278 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -1872680.875000 Penalty: 4980.999023
	Iteration 2Q: 3 clusters Score -1872681 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -1873095.000000 Penalty: 4980.999023
	Iteration 3Q: 3 clusters Score -1873095 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -1873535.125000 Penalty: 4980.999023
	Iteration 4Q: 3 clusters Score -1873535 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -1874059.750000 Penalty: 4980.999023
	Iteration 5Q: 3 clusters Score -1874060 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1874730.500000 Penalty: 4980.999023
	Iteration 6F: 3 clusters Score -1874730 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16799 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1875631.000000 Penalty: 4980.999023
	Iteration 7F: 3 clusters Score -1875631 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18238 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1876727.250000 Penalty: 4980.999023
	Iteration 8F: 3 clusters Score -1876727 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19683 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1877951.750000 Penalty: 4980.999023
	Iteration 9F: 3 clusters Score -1877952 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20887 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1879007.125000 Penalty: 4980.999023
	Iteration 10F: 3 clusters Score -1879007 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21695 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1879731.750000 Penalty: 4980.999023
	Iteration 11Q: 3 clusters Score -1879732 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22123 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1880131.000000 Penalty: 4980.999023
	Iteration 12Q: 3 clusters Score -1880131 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22359 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1880357.375000 Penalty: 4980.999023
	Iteration 13Q: 3 clusters Score -1880357 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22474 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1880476.875000 Penalty: 4980.999023
	Iteration 14Q: 3 clusters Score -1880477 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22537 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1880550.500000 Penalty: 4980.999023
	Iteration 15Q: 3 clusters Score -1880550 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22581 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1880605.375000 Penalty: 4980.999023
	Iteration 16Q: 3 clusters Score -1880605 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22600 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1880629.875000 Penalty: 4980.999023
	Iteration 17Q: 3 clusters Score -1880630 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22615 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1880650.000000 Penalty: 4980.999023
	Iteration 18Q: 3 clusters Score -1880650 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22623 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1880665.625000 Penalty: 4980.999023
	Iteration 19Q: 3 clusters Score -1880666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22632 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1880677.000000 Penalty: 4980.999023
	Iteration 20F: 3 clusters Score -1880677 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22639 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1880683.125000 Penalty: 4980.999023
	Iteration 21Q: 3 clusters Score -1880683 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22645 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1880688.750000 Penalty: 4980.999023
	Iteration 22Q: 3 clusters Score -1880689 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22645 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1880692.500000 Penalty: 4980.999023
	Iteration 23Q: 3 clusters Score -1880692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22646 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1880694.625000 Penalty: 4980.999023
	Iteration 24Q: 3 clusters Score -1880695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22648 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1880697.000000 Penalty: 4980.999023
	Iteration 25Q: 3 clusters Score -1880697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22649 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1880699.125000 Penalty: 4980.999023
	Iteration 26Q: 3 clusters Score -1880699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22652 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1880703.875000 Penalty: 4980.999023
	Iteration 27Q: 3 clusters Score -1880704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22652 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1880703.625000 Penalty: 4980.999023
	Iteration 28Q: 3 clusters Score -1880704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22653 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1880707.250000 Penalty: 4980.999023
	Iteration 29Q: 3 clusters Score -1880707 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22653 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1880707.250000 Penalty: 4980.999023
	Iteration 30F: 3 clusters Score -1880707 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Entering Unmasked Estep 
Score: -75247.328125 Penalty: 1761.419922
	Iteration 0F: 2 clusters Score -75247.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -73231.671875 Penalty: 3522.839844
	Iteration 0F: 3 clusters Score -73231.67 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -73672.390625 Penalty: 3522.839844
	Iteration 1F: 3 clusters Score -73672.39 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -73887.703125 Penalty: 3522.839844
	Iteration 2F: 3 clusters Score -73887.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -74059.679688 Penalty: 3522.839844
	Iteration 3F: 3 clusters Score -74059.68 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -74195.664062 Penalty: 3522.839844
	Iteration 4Q: 3 clusters Score -74195.66 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -74288.257812 Penalty: 3522.839844
	Iteration 5Q: 3 clusters Score -74288.26 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -74386.039062 Penalty: 3522.839844
	Iteration 6Q: 3 clusters Score -74386.04 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -74442.664062 Penalty: 3522.839844
	Iteration 7Q: 3 clusters Score -74442.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -74474.039062 Penalty: 3522.839844
	Iteration 8Q: 3 clusters Score -74474.04 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -74497.437500 Penalty: 3522.839844
	Iteration 9Q: 3 clusters Score -74497.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -74512.421875 Penalty: 3522.839844
	Iteration 10Q: 3 clusters Score -74512.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -74522.500000 Penalty: 3522.839844
	Iteration 11Q: 3 clusters Score -74522.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -74532.054688 Penalty: 3522.839844
	Iteration 12Q: 3 clusters Score -74532.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -74537.343750 Penalty: 3522.839844
	Iteration 13Q: 3 clusters Score -74537.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -74537.960938 Penalty: 3522.839844
	Iteration 14Q: 3 clusters Score -74537.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -74538.914062 Penalty: 3522.839844
	Iteration 15Q: 3 clusters Score -74538.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -74538.914062 Penalty: 3522.839844
	Iteration 16F: 3 clusters Score -74538.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (5316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Entering Unmasked Estep 
Score: -417296.656250 Penalty: 2127.461914
	Iteration 0F: 2 clusters Score -417296.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -412584.062500 Penalty: 4254.923828
	Iteration 0F: 3 clusters Score -412584.1 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -413732.406250 Penalty: 4254.923828
	Iteration 1F: 3 clusters Score -413732.4 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -413936.687500 Penalty: 4254.923828
	Iteration 2F: 3 clusters Score -413936.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -414079.281250 Penalty: 4254.923828
	Iteration 3Q: 3 clusters Score -414079.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -414187.562500 Penalty: 4254.923828
	Iteration 4Q: 3 clusters Score -414187.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -414276.625000 Penalty: 4254.923828
	Iteration 5Q: 3 clusters Score -414276.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -414360.843750 Penalty: 4254.923828
	Iteration 6Q: 3 clusters Score -414360.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -414430.218750 Penalty: 4254.923828
	Iteration 7Q: 3 clusters Score -414430.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -414478.875000 Penalty: 4254.923828
	Iteration 8Q: 3 clusters Score -414478.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -414518.656250 Penalty: 4254.923828
	Iteration 9Q: 3 clusters Score -414518.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -414553.468750 Penalty: 4254.923828
	Iteration 10Q: 3 clusters Score -414553.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -414582.156250 Penalty: 4254.923828
	Iteration 11Q: 3 clusters Score -414582.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -414612.750000 Penalty: 4254.923828
	Iteration 12Q: 3 clusters Score -414612.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -414635.218750 Penalty: 4254.923828
	Iteration 13Q: 3 clusters Score -414635.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -414660.281250 Penalty: 4254.923828
	Iteration 14Q: 3 clusters Score -414660.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -414687.156250 Penalty: 4254.923828
	Iteration 15Q: 3 clusters Score -414687.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -414724.031250 Penalty: 4254.923828
	Iteration 16Q: 3 clusters Score -414724 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -414757.625000 Penalty: 4254.923828
	Iteration 17Q: 3 clusters Score -414757.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -414790.312500 Penalty: 4254.923828
	Iteration 18Q: 3 clusters Score -414790.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -414820.031250 Penalty: 4254.923828
	Iteration 19Q: 3 clusters Score -414820 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -414856.187500 Penalty: 4254.923828
	Iteration 20F: 3 clusters Score -414856.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -414886.437500 Penalty: 4254.923828
	Iteration 21Q: 3 clusters Score -414886.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -414912.125000 Penalty: 4254.923828
	Iteration 22Q: 3 clusters Score -414912.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -414936.687500 Penalty: 4254.923828
	Iteration 23Q: 3 clusters Score -414936.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -414961.312500 Penalty: 4254.923828
	Iteration 24Q: 3 clusters Score -414961.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -414985.937500 Penalty: 4254.923828
	Iteration 25Q: 3 clusters Score -414985.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -415004.875000 Penalty: 4254.923828
	Iteration 26Q: 3 clusters Score -415004.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -415018.125000 Penalty: 4254.923828
	Iteration 27Q: 3 clusters Score -415018.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -415026.906250 Penalty: 4254.923828
	Iteration 28Q: 3 clusters Score -415026.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -415036.718750 Penalty: 4254.923828
	Iteration 29Q: 3 clusters Score -415036.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -415049.343750 Penalty: 4254.923828
	Iteration 30Q: 3 clusters Score -415049.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -415066.531250 Penalty: 4254.923828
	Iteration 31Q: 3 clusters Score -415066.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -415082.093750 Penalty: 4254.923828
	Iteration 32Q: 3 clusters Score -415082.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -415095.156250 Penalty: 4254.923828
	Iteration 33Q: 3 clusters Score -415095.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -415111.500000 Penalty: 4254.923828
	Iteration 34Q: 3 clusters Score -415111.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -415129.031250 Penalty: 4254.923828
	Iteration 35Q: 3 clusters Score -415129 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -415145.500000 Penalty: 4254.923828
	Iteration 36Q: 3 clusters Score -415145.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -415163.656250 Penalty: 4254.923828
	Iteration 37Q: 3 clusters Score -415163.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -415191.437500 Penalty: 4254.923828
	Iteration 38Q: 3 clusters Score -415191.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -415226.343750 Penalty: 4254.923828
	Iteration 39Q: 3 clusters Score -415226.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -415264.781250 Penalty: 4254.923828
	Iteration 40F: 3 clusters Score -415264.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -415299.468750 Penalty: 4254.923828
	Iteration 41Q: 3 clusters Score -415299.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -415338.625000 Penalty: 4254.923828
	Iteration 42Q: 3 clusters Score -415338.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -415380.750000 Penalty: 4254.923828
	Iteration 43Q: 3 clusters Score -415380.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -415412.968750 Penalty: 4254.923828
	Iteration 44Q: 3 clusters Score -415413 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -415452.250000 Penalty: 4254.923828
	Iteration 45Q: 3 clusters Score -415452.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -415491.375000 Penalty: 4254.923828
	Iteration 46Q: 3 clusters Score -415491.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -415518.312500 Penalty: 4254.923828
	Iteration 47Q: 3 clusters Score -415518.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -415538.625000 Penalty: 4254.923828
	Iteration 48Q: 3 clusters Score -415538.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -415560.187500 Penalty: 4254.923828
	Iteration 49Q: 3 clusters Score -415560.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -415579.000000 Penalty: 4254.923828
	Iteration 50Q: 3 clusters Score -415579 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -415590.406250 Penalty: 4254.923828
	Iteration 51Q: 3 clusters Score -415590.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -415605.312500 Penalty: 4254.923828
	Iteration 52Q: 3 clusters Score -415605.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -415619.531250 Penalty: 4254.923828
	Iteration 53Q: 3 clusters Score -415619.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -415633.593750 Penalty: 4254.923828
	Iteration 54Q: 3 clusters Score -415633.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -415646.531250 Penalty: 4254.923828
	Iteration 55Q: 3 clusters Score -415646.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -415667.031250 Penalty: 4254.923828
	Iteration 56Q: 3 clusters Score -415667 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -415695.625000 Penalty: 4254.923828
	Iteration 57Q: 3 clusters Score -415695.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -415728.125000 Penalty: 4254.923828
	Iteration 58Q: 3 clusters Score -415728.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -415759.750000 Penalty: 4254.923828
	Iteration 59Q: 3 clusters Score -415759.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -415783.218750 Penalty: 4254.923828
	Iteration 60F: 3 clusters Score -415783.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -415814.593750 Penalty: 4254.923828
	Iteration 61Q: 3 clusters Score -415814.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -415840.687500 Penalty: 4254.923828
	Iteration 62Q: 3 clusters Score -415840.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -415861.406250 Penalty: 4254.923828
	Iteration 63Q: 3 clusters Score -415861.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -415874.593750 Penalty: 4254.923828
	Iteration 64Q: 3 clusters Score -415874.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -415884.312500 Penalty: 4254.923828
	Iteration 65Q: 3 clusters Score -415884.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -415893.562500 Penalty: 4254.923828
	Iteration 66Q: 3 clusters Score -415893.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -415898.562500 Penalty: 4254.923828
	Iteration 67Q: 3 clusters Score -415898.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -415903.156250 Penalty: 4254.923828
	Iteration 68Q: 3 clusters Score -415903.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -415904.062500 Penalty: 4254.923828
	Iteration 69Q: 3 clusters Score -415904.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -415905.218750 Penalty: 4254.923828
	Iteration 70Q: 3 clusters Score -415905.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -415905.031250 Penalty: 4254.923828
	Iteration 71Q: 3 clusters Score -415905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -415904.875000 Penalty: 4254.923828
	Iteration 72Q: 3 clusters Score -415904.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -415904.875000 Penalty: 4254.923828
	Iteration 73F: 3 clusters Score -415904.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (62130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62130 members 
Entering Unmasked Estep 
Score: -5052008.000000 Penalty: 2737.172119
	Iteration 0F: 2 clusters Score -5052008 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30917 members 
Mstep: Class 2 contains 31213 members 
Entering Unmasked Estep 
Score: -5010469.500000 Penalty: 5474.344238
	Iteration 0F: 3 clusters Score -5010470 nChanged 28791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29104 members 
Mstep: Class 2 contains 33026 members 
Entering Unmasked Estep 
Score: -5026731.500000 Penalty: 5474.344238
	Iteration 1F: 3 clusters Score -5026732 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27945 members 
Mstep: Class 2 contains 34185 members 
Entering Unmasked Estep 
Score: -5027581.000000 Penalty: 5474.344238
	Iteration 2Q: 3 clusters Score -5027581 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26261 members 
Mstep: Class 2 contains 35869 members 
Entering Unmasked Estep 
Score: -5028743.000000 Penalty: 5474.344238
	Iteration 3Q: 3 clusters Score -5028743 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23834 members 
Mstep: Class 2 contains 38296 members 
Entering Unmasked Estep 
Score: -5030427.500000 Penalty: 5474.344238
	Iteration 4F: 3 clusters Score -5030428 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20716 members 
Mstep: Class 2 contains 41414 members 
Entering Unmasked Estep 
Score: -5032905.500000 Penalty: 5474.344238
	Iteration 5F: 3 clusters Score -5032906 nChanged 4576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16804 members 
Mstep: Class 2 contains 45326 members 
Entering Unmasked Estep 
Score: -5036421.500000 Penalty: 5474.344238
	Iteration 6F: 3 clusters Score -5036422 nChanged 4790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 49526 members 
Entering Unmasked Estep 
Score: -5040552.500000 Penalty: 5474.344238
	Iteration 7F: 3 clusters Score -5040552 nChanged 4184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 53240 members 
Entering Unmasked Estep 
Score: -5044332.000000 Penalty: 5474.344238
	Iteration 8F: 3 clusters Score -5044332 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 55913 members 
Entering Unmasked Estep 
Score: -5046877.000000 Penalty: 5474.344238
	Iteration 9Q: 3 clusters Score -5046877 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 57588 members 
Entering Unmasked Estep 
Score: -5048309.500000 Penalty: 5474.344238
	Iteration 10Q: 3 clusters Score -5048310 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 58577 members 
Entering Unmasked Estep 
Score: -5049084.000000 Penalty: 5474.344238
	Iteration 11Q: 3 clusters Score -5049084 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 59141 members 
Entering Unmasked Estep 
Score: -5049483.500000 Penalty: 5474.344238
	Iteration 12Q: 3 clusters Score -5049484 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 59500 members 
Entering Unmasked Estep 
Score: -5049675.000000 Penalty: 5474.344238
	Iteration 13Q: 3 clusters Score -5049675 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 59726 members 
Entering Unmasked Estep 
Score: -5049772.000000 Penalty: 5474.344238
	Iteration 14Q: 3 clusters Score -5049772 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 59868 members 
Entering Unmasked Estep 
Score: -5049842.500000 Penalty: 5474.344238
	Iteration 15Q: 3 clusters Score -5049842 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 59990 members 
Entering Unmasked Estep 
Score: -5049895.000000 Penalty: 5474.344238
	Iteration 16Q: 3 clusters Score -5049895 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 60072 members 
Entering Unmasked Estep 
Score: -5049925.000000 Penalty: 5474.344238
	Iteration 17Q: 3 clusters Score -5049925 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 60134 members 
Entering Unmasked Estep 
Score: -5049943.500000 Penalty: 5474.344238
	Iteration 18Q: 3 clusters Score -5049944 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 60176 members 
Entering Unmasked Estep 
Score: -5049968.000000 Penalty: 5474.344238
	Iteration 19Q: 3 clusters Score -5049968 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 60212 members 
Entering Unmasked Estep 
Score: -5049976.500000 Penalty: 5474.344238
	Iteration 20F: 3 clusters Score -5049976 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 60240 members 
Entering Unmasked Estep 
Score: -5049987.000000 Penalty: 5474.344238
	Iteration 21Q: 3 clusters Score -5049987 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 60276 members 
Entering Unmasked Estep 
Score: -5049996.000000 Penalty: 5474.344238
	Iteration 22Q: 3 clusters Score -5049996 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 60303 members 
Entering Unmasked Estep 
Score: -5050001.500000 Penalty: 5474.344238
	Iteration 23Q: 3 clusters Score -5050002 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 60326 members 
Entering Unmasked Estep 
Score: -5050011.000000 Penalty: 5474.344238
	Iteration 24Q: 3 clusters Score -5050011 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 60357 members 
Entering Unmasked Estep 
Score: -5050005.500000 Penalty: 5474.344238
	Iteration 25Q: 3 clusters Score -5050006 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 60385 members 
Entering Unmasked Estep 
Score: -5050020.000000 Penalty: 5474.344238
	Iteration 26Q: 3 clusters Score -5050020 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 60409 members 
Entering Unmasked Estep 
Score: -5050024.000000 Penalty: 5474.344238
	Iteration 27Q: 3 clusters Score -5050024 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 60433 members 
Entering Unmasked Estep 
Score: -5050046.000000 Penalty: 5474.344238
	Iteration 28Q: 3 clusters Score -5050046 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 60461 members 
Entering Unmasked Estep 
Score: -5050043.500000 Penalty: 5474.344238
	Iteration 29Q: 3 clusters Score -5050044 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 60481 members 
Entering Unmasked Estep 
Score: -5050055.000000 Penalty: 5474.344238
	Iteration 30Q: 3 clusters Score -5050055 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 60495 members 
Entering Unmasked Estep 
Score: -5050056.500000 Penalty: 5474.344238
	Iteration 31Q: 3 clusters Score -5050056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 60500 members 
Entering Unmasked Estep 
Score: -5050058.500000 Penalty: 5474.344238
	Iteration 32Q: 3 clusters Score -5050058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 60505 members 
Entering Unmasked Estep 
Score: -5050067.000000 Penalty: 5474.344238
	Iteration 33Q: 3 clusters Score -5050067 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 60511 members 
Entering Unmasked Estep 
Score: -5050064.500000 Penalty: 5474.344238
	Iteration 34Q: 3 clusters Score -5050064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 60520 members 
Entering Unmasked Estep 
Score: -5050064.500000 Penalty: 5474.344238
	Iteration 35Q: 3 clusters Score -5050064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 60524 members 
Entering Unmasked Estep 
Score: -5050069.000000 Penalty: 5474.344238
	Iteration 36Q: 3 clusters Score -5050069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 60528 members 
Entering Unmasked Estep 
Score: -5050073.500000 Penalty: 5474.344238
	Iteration 37Q: 3 clusters Score -5050074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 60532 members 
Entering Unmasked Estep 
Score: -5050070.000000 Penalty: 5474.344238
	Iteration 38Q: 3 clusters Score -5050070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 60537 members 
Entering Unmasked Estep 
Score: -5050078.000000 Penalty: 5474.344238
	Iteration 39Q: 3 clusters Score -5050078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 60540 members 
Entering Unmasked Estep 
Score: -5050070.500000 Penalty: 5474.344238
	Iteration 40F: 3 clusters Score -5050070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 60540 members 
Entering Unmasked Estep 
Score: -5050074.500000 Penalty: 5474.344238
	Iteration 41Q: 3 clusters Score -5050074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 60547 members 
Entering Unmasked Estep 
Score: -5050075.000000 Penalty: 5474.344238
	Iteration 42Q: 3 clusters Score -5050075 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 60553 members 
Entering Unmasked Estep 
Score: -5050076.000000 Penalty: 5474.344238
	Iteration 43Q: 3 clusters Score -5050076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 60555 members 
Entering Unmasked Estep 
Score: -5050080.500000 Penalty: 5474.344238
	Iteration 44Q: 3 clusters Score -5050080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 60559 members 
Entering Unmasked Estep 
Score: -5050084.500000 Penalty: 5474.344238
	Iteration 45Q: 3 clusters Score -5050084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 60562 members 
Entering Unmasked Estep 
Score: -5050086.000000 Penalty: 5474.344238
	Iteration 46Q: 3 clusters Score -5050086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 60563 members 
Entering Unmasked Estep 
Score: -5050088.000000 Penalty: 5474.344238
	Iteration 47Q: 3 clusters Score -5050088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 60566 members 
Entering Unmasked Estep 
Score: -5050081.000000 Penalty: 5474.344238
	Iteration 48Q: 3 clusters Score -5050081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 60569 members 
Entering Unmasked Estep 
Score: -5050079.000000 Penalty: 5474.344238
	Iteration 49Q: 3 clusters Score -5050079 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 60573 members 
Entering Unmasked Estep 
Score: -5050083.000000 Penalty: 5474.344238
	Iteration 50Q: 3 clusters Score -5050083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 60573 members 
Entering Unmasked Estep 
Score: -5050081.000000 Penalty: 5474.344238
	Iteration 51Q: 3 clusters Score -5050081 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 60573 members 
Entering Unmasked Estep 
Score: -5050081.000000 Penalty: 5474.344238
	Iteration 52F: 3 clusters Score -5050081 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (531317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531317 members 
Entering Unmasked Estep 
Score: -41817832.000000 Penalty: 3269.412354
	Iteration 0F: 2 clusters Score -4.181783e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265697 members 
Mstep: Class 2 contains 265620 members 
Entering Unmasked Estep 
Score: -41458256.000000 Penalty: 6538.824707
	Iteration 0F: 3 clusters Score -4.145826e+07 nChanged 259791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268214 members 
Mstep: Class 2 contains 263103 members 
Entering Unmasked Estep 
Score: -41614212.000000 Penalty: 6538.824707
	Iteration 1F: 3 clusters Score -4.161421e+07 nChanged 12594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269694 members 
Mstep: Class 2 contains 261623 members 
Entering Unmasked Estep 
Score: -41616744.000000 Penalty: 6538.824707
	Iteration 2Q: 3 clusters Score -4.161674e+07 nChanged 13582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271794 members 
Mstep: Class 2 contains 259523 members 
Entering Unmasked Estep 
Score: -41619680.000000 Penalty: 6538.824707
	Iteration 3Q: 3 clusters Score -4.161968e+07 nChanged 14978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274488 members 
Mstep: Class 2 contains 256829 members 
Entering Unmasked Estep 
Score: -41623708.000000 Penalty: 6538.824707
	Iteration 4Q: 3 clusters Score -4.162371e+07 nChanged 16786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278060 members 
Mstep: Class 2 contains 253257 members 
Entering Unmasked Estep 
Score: -41628112.000000 Penalty: 6538.824707
	Iteration 5Q: 3 clusters Score -4.162811e+07 nChanged 18503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282727 members 
Mstep: Class 2 contains 248590 members 
Entering Unmasked Estep 
Score: -41634356.000000 Penalty: 6538.824707
	Iteration 6Q: 3 clusters Score -4.163436e+07 nChanged 20837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288628 members 
Mstep: Class 2 contains 242689 members 
Entering Unmasked Estep 
Score: -41642420.000000 Penalty: 6538.824707
	Iteration 7Q: 3 clusters Score -4.164242e+07 nChanged 23573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295673 members 
Mstep: Class 2 contains 235644 members 
Entering Unmasked Estep 
Score: -41652836.000000 Penalty: 6538.824707
	Iteration 8Q: 3 clusters Score -4.165284e+07 nChanged 26741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303618 members 
Mstep: Class 2 contains 227699 members 
Entering Unmasked Estep 
Score: -41667820.000000 Penalty: 6538.824707
	Iteration 9F: 3 clusters Score -4.166782e+07 nChanged 29732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311688 members 
Mstep: Class 2 contains 219629 members 
Entering Unmasked Estep 
Score: -41686992.000000 Penalty: 6538.824707
	Iteration 10F: 3 clusters Score -4.168699e+07 nChanged 30724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318130 members 
Mstep: Class 2 contains 213187 members 
Entering Unmasked Estep 
Score: -41707096.000000 Penalty: 6538.824707
	Iteration 11F: 3 clusters Score -4.17071e+07 nChanged 26472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322656 members 
Mstep: Class 2 contains 208661 members 
Entering Unmasked Estep 
Score: -41719396.000000 Penalty: 6538.824707
	Iteration 12Q: 3 clusters Score -4.17194e+07 nChanged 17987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326153 members 
Mstep: Class 2 contains 205164 members 
Entering Unmasked Estep 
Score: -41724576.000000 Penalty: 6538.824707
	Iteration 13Q: 3 clusters Score -4.172458e+07 nChanged 10476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329829 members 
Mstep: Class 2 contains 201488 members 
Entering Unmasked Estep 
Score: -41726336.000000 Penalty: 6538.824707
	Iteration 14Q: 3 clusters Score -4.172634e+07 nChanged 6461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333802 members 
Mstep: Class 2 contains 197515 members 
Entering Unmasked Estep 
Score: -41727300.000000 Penalty: 6538.824707
	Iteration 15Q: 3 clusters Score -4.17273e+07 nChanged 5151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338133 members 
Mstep: Class 2 contains 193184 members 
Entering Unmasked Estep 
Score: -41728496.000000 Penalty: 6538.824707
	Iteration 16Q: 3 clusters Score -4.17285e+07 nChanged 5155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342914 members 
Mstep: Class 2 contains 188403 members 
Entering Unmasked Estep 
Score: -41729328.000000 Penalty: 6538.824707
	Iteration 17Q: 3 clusters Score -4.172933e+07 nChanged 5410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348088 members 
Mstep: Class 2 contains 183229 members 
Entering Unmasked Estep 
Score: -41730368.000000 Penalty: 6538.824707
	Iteration 18Q: 3 clusters Score -4.173037e+07 nChanged 5784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353700 members 
Mstep: Class 2 contains 177617 members 
Entering Unmasked Estep 
Score: -41731800.000000 Penalty: 6538.824707
	Iteration 19Q: 3 clusters Score -4.17318e+07 nChanged 6228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359778 members 
Mstep: Class 2 contains 171539 members 
Entering Unmasked Estep 
Score: -41732876.000000 Penalty: 6538.824707
	Iteration 20F: 3 clusters Score -4.173288e+07 nChanged 6767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366419 members 
Mstep: Class 2 contains 164898 members 
Entering Unmasked Estep 
Score: -41734192.000000 Penalty: 6538.824707
	Iteration 21Q: 3 clusters Score -4.173419e+07 nChanged 7208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373571 members 
Mstep: Class 2 contains 157746 members 
Entering Unmasked Estep 
Score: -41735892.000000 Penalty: 6538.824707
	Iteration 22Q: 3 clusters Score -4.173589e+07 nChanged 7692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381215 members 
Mstep: Class 2 contains 150102 members 
Entering Unmasked Estep 
Score: -41737784.000000 Penalty: 6538.824707
	Iteration 23Q: 3 clusters Score -4.173778e+07 nChanged 8308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389477 members 
Mstep: Class 2 contains 141840 members 
Entering Unmasked Estep 
Score: -41740484.000000 Penalty: 6538.824707
	Iteration 24Q: 3 clusters Score -4.174048e+07 nChanged 8800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398265 members 
Mstep: Class 2 contains 133052 members 
Entering Unmasked Estep 
Score: -41742952.000000 Penalty: 6538.824707
	Iteration 25Q: 3 clusters Score -4.174295e+07 nChanged 9403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407658 members 
Mstep: Class 2 contains 123659 members 
Entering Unmasked Estep 
Score: -41746112.000000 Penalty: 6538.824707
	Iteration 26Q: 3 clusters Score -4.174611e+07 nChanged 10018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417676 members 
Mstep: Class 2 contains 113641 members 
Entering Unmasked Estep 
Score: -41749600.000000 Penalty: 6538.824707
	Iteration 27Q: 3 clusters Score -4.17496e+07 nChanged 10546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428218 members 
Mstep: Class 2 contains 103099 members 
Entering Unmasked Estep 
Score: -41753672.000000 Penalty: 6538.824707
	Iteration 28Q: 3 clusters Score -4.175367e+07 nChanged 10877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439093 members 
Mstep: Class 2 contains 92224 members 
Entering Unmasked Estep 
Score: -41758004.000000 Penalty: 6538.824707
	Iteration 29Q: 3 clusters Score -4.1758e+07 nChanged 11277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450370 members 
Mstep: Class 2 contains 80947 members 
Entering Unmasked Estep 
Score: -41763120.000000 Penalty: 6538.824707
	Iteration 30Q: 3 clusters Score -4.176312e+07 nChanged 11507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461877 members 
Mstep: Class 2 contains 69440 members 
Entering Unmasked Estep 
Score: -41769148.000000 Penalty: 6538.824707
	Iteration 31Q: 3 clusters Score -4.176915e+07 nChanged 11473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473350 members 
Mstep: Class 2 contains 57967 members 
Entering Unmasked Estep 
Score: -41775680.000000 Penalty: 6538.824707
	Iteration 32Q: 3 clusters Score -4.177568e+07 nChanged 11093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484443 members 
Mstep: Class 2 contains 46874 members 
Entering Unmasked Estep 
Score: -41782652.000000 Penalty: 6538.824707
	Iteration 33Q: 3 clusters Score -4.178265e+07 nChanged 10567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495010 members 
Mstep: Class 2 contains 36307 members 
Entering Unmasked Estep 
Score: -41789512.000000 Penalty: 6538.824707
	Iteration 34Q: 3 clusters Score -4.178951e+07 nChanged 9617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504627 members 
Mstep: Class 2 contains 26690 members 
Entering Unmasked Estep 
Score: -41796372.000000 Penalty: 6538.824707
	Iteration 35Q: 3 clusters Score -4.179637e+07 nChanged 8203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512830 members 
Mstep: Class 2 contains 18487 members 
Entering Unmasked Estep 
Score: -41802056.000000 Penalty: 6538.824707
	Iteration 36Q: 3 clusters Score -4.180206e+07 nChanged 6615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519445 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -41806816.000000 Penalty: 6538.824707
	Iteration 37Q: 3 clusters Score -4.180682e+07 nChanged 4684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524129 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -41810240.000000 Penalty: 6538.824707
	Iteration 38Q: 3 clusters Score -4.181024e+07 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527057 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -41812308.000000 Penalty: 6538.824707
	Iteration 39Q: 3 clusters Score -4.181231e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528664 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -41813476.000000 Penalty: 6538.824707
	Iteration 40F: 3 clusters Score -4.181348e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529539 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -41814160.000000 Penalty: 6538.824707
	Iteration 41Q: 3 clusters Score -4.181416e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530008 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -41814604.000000 Penalty: 6538.824707
	Iteration 42Q: 3 clusters Score -4.18146e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530256 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -41814756.000000 Penalty: 6538.824707
	Iteration 43Q: 3 clusters Score -4.181476e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530405 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -41814884.000000 Penalty: 6538.824707
	Iteration 44Q: 3 clusters Score -4.181488e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530478 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -41814900.000000 Penalty: 6538.824707
	Iteration 45Q: 3 clusters Score -4.18149e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530532 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -41814936.000000 Penalty: 6538.824707
	Iteration 46Q: 3 clusters Score -4.181494e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530566 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -41814988.000000 Penalty: 6538.824707
	Iteration 47Q: 3 clusters Score -4.181499e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530599 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -41815020.000000 Penalty: 6538.824707
	Iteration 48Q: 3 clusters Score -4.181502e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530627 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -41815056.000000 Penalty: 6538.824707
	Iteration 49Q: 3 clusters Score -4.181506e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530647 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -41815080.000000 Penalty: 6538.824707
	Iteration 50Q: 3 clusters Score -4.181508e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530661 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -41815072.000000 Penalty: 6538.824707
	Iteration 51Q: 3 clusters Score -4.181507e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530678 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -41815096.000000 Penalty: 6538.824707
	Iteration 52Q: 3 clusters Score -4.18151e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530686 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -41815080.000000 Penalty: 6538.824707
	Iteration 53Q: 3 clusters Score -4.181508e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530690 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -41815080.000000 Penalty: 6538.824707
	Iteration 54Q: 3 clusters Score -4.181508e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530692 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -41815080.000000 Penalty: 6538.824707
	Iteration 55Q: 3 clusters Score -4.181508e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530695 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -41815080.000000 Penalty: 6538.824707
	Iteration 56Q: 3 clusters Score -4.181508e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530698 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -41815076.000000 Penalty: 6538.824707
	Iteration 57Q: 3 clusters Score -4.181508e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530700 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -41815072.000000 Penalty: 6538.824707
	Iteration 58Q: 3 clusters Score -4.181507e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530701 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -41815056.000000 Penalty: 6538.824707
	Iteration 59Q: 3 clusters Score -4.181506e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530702 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -41815052.000000 Penalty: 6538.824707
	Iteration 60F: 3 clusters Score -4.181505e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530706 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -41815052.000000 Penalty: 6538.824707
	Iteration 61Q: 3 clusters Score -4.181505e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530711 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -41815080.000000 Penalty: 6538.824707
	Iteration 62Q: 3 clusters Score -4.181508e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530711 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -41815076.000000 Penalty: 6538.824707
	Iteration 63Q: 3 clusters Score -4.181508e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530713 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -41815068.000000 Penalty: 6538.824707
	Iteration 64Q: 3 clusters Score -4.181507e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530716 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -41815076.000000 Penalty: 6538.824707
	Iteration 65Q: 3 clusters Score -4.181508e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530717 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -41815092.000000 Penalty: 6538.824707
	Iteration 66Q: 3 clusters Score -4.181509e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530719 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -41815092.000000 Penalty: 6538.824707
	Iteration 67Q: 3 clusters Score -4.181509e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530719 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -41815092.000000 Penalty: 6538.824707
	Iteration 68F: 3 clusters Score -4.181509e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 3454 members 
Mstep: Class 3 contains 8419 members 
Mstep: Class 4 contains 3258 members 
Mstep: Class 5 contains 16525 members 
Mstep: Class 6 contains 28178 members 
Mstep: Class 7 contains 19037 members 
Mstep: Class 8 contains 6439 members 
Mstep: Class 9 contains 62373 members 
Mstep: Class 10 contains 70450 members 
Mstep: Class 11 contains 6087 members 
Mstep: Class 12 contains 8857 members 
Mstep: Class 13 contains 14381 members 
Mstep: Class 14 contains 4795 members 
Mstep: Class 15 contains 7824 members 
Mstep: Class 16 contains 6145 members 
Mstep: Class 17 contains 153503 members 
Mstep: Class 18 contains 7439 members 
Mstep: Class 19 contains 39672 members 
Mstep: Class 20 contains 24090 members 
Mstep: Class 21 contains 6592 members 
Mstep: Class 22 contains 4037 members 
Mstep: Class 23 contains 73903 members 
Mstep: Class 24 contains 4520 members 
Mstep: Class 25 contains 4985 members 
Mstep: Class 26 contains 63546 members 
Mstep: Class 27 contains 4509 members 
Mstep: Class 28 contains 119924 members 
Mstep: Class 29 contains 13593 members 
Mstep: Class 30 contains 44494 members 
Mstep: Class 31 contains 22979 members 
Mstep: Class 32 contains 1215 members 
Mstep: Class 33 contains 5316 members 
Mstep: Class 34 contains 62130 members 
Mstep: Class 35 contains 531317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984064.000000 Penalty: 123221.835938
Iteration 239Q: 36 clusters Score -1.119841e+08 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 3454 members 
Mstep: Class 3 contains 8417 members 
Mstep: Class 4 contains 3258 members 
Mstep: Class 5 contains 16518 members 
Mstep: Class 6 contains 28181 members 
Mstep: Class 7 contains 19044 members 
Mstep: Class 8 contains 6436 members 
Mstep: Class 9 contains 62296 members 
Mstep: Class 10 contains 70437 members 
Mstep: Class 11 contains 6092 members 
Mstep: Class 12 contains 8857 members 
Mstep: Class 13 contains 14378 members 
Mstep: Class 14 contains 4793 members 
Mstep: Class 15 contains 7823 members 
Mstep: Class 16 contains 6145 members 
Mstep: Class 17 contains 153501 members 
Mstep: Class 18 contains 7439 members 
Mstep: Class 19 contains 39674 members 
Mstep: Class 20 contains 24087 members 
Mstep: Class 21 contains 6586 members 
Mstep: Class 22 contains 4040 members 
Mstep: Class 23 contains 74026 members 
Mstep: Class 24 contains 4520 members 
Mstep: Class 25 contains 4988 members 
Mstep: Class 26 contains 63564 members 
Mstep: Class 27 contains 4509 members 
Mstep: Class 28 contains 119909 members 
Mstep: Class 29 contains 13605 members 
Mstep: Class 30 contains 44493 members 
Mstep: Class 31 contains 23059 members 
Mstep: Class 32 contains 1215 members 
Mstep: Class 33 contains 5316 members 
Mstep: Class 34 contains 62551 members 
Mstep: Class 35 contains 530781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111983984.000000 Penalty: 123221.835938
Iteration 240F: 36 clusters Score -1.11984e+08 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 3454 members 
Mstep: Class 3 contains 8419 members 
Mstep: Class 4 contains 3257 members 
Mstep: Class 5 contains 16518 members 
Mstep: Class 6 contains 28185 members 
Mstep: Class 7 contains 19045 members 
Mstep: Class 8 contains 6437 members 
Mstep: Class 9 contains 62233 members 
Mstep: Class 10 contains 70426 members 
Mstep: Class 11 contains 6101 members 
Mstep: Class 12 contains 8857 members 
Mstep: Class 13 contains 14374 members 
Mstep: Class 14 contains 4793 members 
Mstep: Class 15 contains 7823 members 
Mstep: Class 16 contains 6145 members 
Mstep: Class 17 contains 153500 members 
Mstep: Class 18 contains 7439 members 
Mstep: Class 19 contains 39679 members 
Mstep: Class 20 contains 24084 members 
Mstep: Class 21 contains 6577 members 
Mstep: Class 22 contains 4043 members 
Mstep: Class 23 contains 74152 members 
Mstep: Class 24 contains 4519 members 
Mstep: Class 25 contains 4990 members 
Mstep: Class 26 contains 63587 members 
Mstep: Class 27 contains 4509 members 
Mstep: Class 28 contains 119913 members 
Mstep: Class 29 contains 13610 members 
Mstep: Class 30 contains 44486 members 
Mstep: Class 31 contains 23134 members 
Mstep: Class 32 contains 1215 members 
Mstep: Class 33 contains 5316 members 
Mstep: Class 34 contains 62948 members 
Mstep: Class 35 contains 530226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984096.000000 Penalty: 123221.835938
Iteration 241Q: 36 clusters Score -1.119841e+08 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 3454 members 
Mstep: Class 3 contains 8422 members 
Mstep: Class 4 contains 3255 members 
Mstep: Class 5 contains 16521 members 
Mstep: Class 6 contains 28191 members 
Mstep: Class 7 contains 19048 members 
Mstep: Class 8 contains 6442 members 
Mstep: Class 9 contains 62161 members 
Mstep: Class 10 contains 70425 members 
Mstep: Class 11 contains 6100 members 
Mstep: Class 12 contains 8857 members 
Mstep: Class 13 contains 14374 members 
Mstep: Class 14 contains 4793 members 
Mstep: Class 15 contains 7824 members 
Mstep: Class 16 contains 6144 members 
Mstep: Class 17 contains 153501 members 
Mstep: Class 18 contains 7439 members 
Mstep: Class 19 contains 39684 members 
Mstep: Class 20 contains 24080 members 
Mstep: Class 21 contains 6564 members 
Mstep: Class 22 contains 4041 members 
Mstep: Class 23 contains 74300 members 
Mstep: Class 24 contains 4519 members 
Mstep: Class 25 contains 4991 members 
Mstep: Class 26 contains 63597 members 
Mstep: Class 27 contains 4509 members 
Mstep: Class 28 contains 119911 members 
Mstep: Class 29 contains 13626 members 
Mstep: Class 30 contains 44476 members 
Mstep: Class 31 contains 23199 members 
Mstep: Class 32 contains 1215 members 
Mstep: Class 33 contains 5316 members 
Mstep: Class 34 contains 63346 members 
Mstep: Class 35 contains 529669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984216.000000 Penalty: 123221.835938
Iteration 242Q: 36 clusters Score -1.119842e+08 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 3454 members 
Mstep: Class 3 contains 8423 members 
Mstep: Class 4 contains 3255 members 
Mstep: Class 5 contains 16527 members 
Mstep: Class 6 contains 28183 members 
Mstep: Class 7 contains 19049 members 
Mstep: Class 8 contains 6442 members 
Mstep: Class 9 contains 62078 members 
Mstep: Class 10 contains 70414 members 
Mstep: Class 11 contains 6102 members 
Mstep: Class 12 contains 8857 members 
Mstep: Class 13 contains 14374 members 
Mstep: Class 14 contains 4793 members 
Mstep: Class 15 contains 7824 members 
Mstep: Class 16 contains 6144 members 
Mstep: Class 17 contains 153502 members 
Mstep: Class 18 contains 7439 members 
Mstep: Class 19 contains 39686 members 
Mstep: Class 20 contains 24078 members 
Mstep: Class 21 contains 6552 members 
Mstep: Class 22 contains 4037 members 
Mstep: Class 23 contains 74459 members 
Mstep: Class 24 contains 4519 members 
Mstep: Class 25 contains 4988 members 
Mstep: Class 26 contains 63621 members 
Mstep: Class 27 contains 4509 members 
Mstep: Class 28 contains 119909 members 
Mstep: Class 29 contains 13643 members 
Mstep: Class 30 contains 44470 members 
Mstep: Class 31 contains 23282 members 
Mstep: Class 32 contains 1215 members 
Mstep: Class 33 contains 5316 members 
Mstep: Class 34 contains 63718 members 
Mstep: Class 35 contains 529136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984192.000000 Penalty: 123221.835938
Iteration 243Q: 36 clusters Score -1.119842e+08 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 3454 members 
Mstep: Class 3 contains 8421 members 
Mstep: Class 4 contains 3254 members 
Mstep: Class 5 contains 16528 members 
Mstep: Class 6 contains 28187 members 
Mstep: Class 7 contains 19050 members 
Mstep: Class 8 contains 6448 members 
Mstep: Class 9 contains 62025 members 
Mstep: Class 10 contains 70396 members 
Mstep: Class 11 contains 6103 members 
Mstep: Class 12 contains 8857 members 
Mstep: Class 13 contains 14376 members 
Mstep: Class 14 contains 4793 members 
Mstep: Class 15 contains 7824 members 
Mstep: Class 16 contains 6144 members 
Mstep: Class 17 contains 153507 members 
Mstep: Class 18 contains 7439 members 
Mstep: Class 19 contains 39689 members 
Mstep: Class 20 contains 24076 members 
Mstep: Class 21 contains 6540 members 
Mstep: Class 22 contains 4036 members 
Mstep: Class 23 contains 74598 members 
Mstep: Class 24 contains 4519 members 
Mstep: Class 25 contains 4986 members 
Mstep: Class 26 contains 63628 members 
Mstep: Class 27 contains 4509 members 
Mstep: Class 28 contains 119929 members 
Mstep: Class 29 contains 13656 members 
Mstep: Class 30 contains 44469 members 
Mstep: Class 31 contains 23380 members 
Mstep: Class 32 contains 1215 members 
Mstep: Class 33 contains 5316 members 
Mstep: Class 34 contains 64057 members 
Mstep: Class 35 contains 528588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984112.000000 Penalty: 123221.835938
Iteration 244Q: 36 clusters Score -1.119841e+08 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 3454 members 
Mstep: Class 3 contains 8421 members 
Mstep: Class 4 contains 3255 members 
Mstep: Class 5 contains 16529 members 
Mstep: Class 6 contains 28187 members 
Mstep: Class 7 contains 19050 members 
Mstep: Class 8 contains 6461 members 
Mstep: Class 9 contains 61976 members 
Mstep: Class 10 contains 70385 members 
Mstep: Class 11 contains 6099 members 
Mstep: Class 12 contains 8857 members 
Mstep: Class 13 contains 14387 members 
Mstep: Class 14 contains 4793 members 
Mstep: Class 15 contains 7824 members 
Mstep: Class 16 contains 6144 members 
Mstep: Class 17 contains 153510 members 
Mstep: Class 18 contains 7439 members 
Mstep: Class 19 contains 39692 members 
Mstep: Class 20 contains 24079 members 
Mstep: Class 21 contains 6530 members 
Mstep: Class 22 contains 4036 members 
Mstep: Class 23 contains 74724 members 
Mstep: Class 24 contains 4520 members 
Mstep: Class 25 contains 4986 members 
Mstep: Class 26 contains 63649 members 
Mstep: Class 27 contains 4509 members 
Mstep: Class 28 contains 119938 members 
Mstep: Class 29 contains 13659 members 
Mstep: Class 30 contains 44461 members 
Mstep: Class 31 contains 23458 members 
Mstep: Class 32 contains 1215 members 
Mstep: Class 33 contains 5316 members 
Mstep: Class 34 contains 64403 members 
Mstep: Class 35 contains 528052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984104.000000 Penalty: 123221.835938
Iteration 245Q: 36 clusters Score -1.119841e+08 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 3454 members 
Mstep: Class 3 contains 8422 members 
Mstep: Class 4 contains 3255 members 
Mstep: Class 5 contains 16532 members 
Mstep: Class 6 contains 28187 members 
Mstep: Class 7 contains 19058 members 
Mstep: Class 8 contains 6466 members 
Mstep: Class 9 contains 61916 members 
Mstep: Class 10 contains 70383 members 
Mstep: Class 11 contains 6097 members 
Mstep: Class 12 contains 8857 members 
Mstep: Class 13 contains 14388 members 
Mstep: Class 14 contains 4792 members 
Mstep: Class 15 contains 7825 members 
Mstep: Class 16 contains 6144 members 
Mstep: Class 17 contains 153510 members 
Mstep: Class 18 contains 7439 members 
Mstep: Class 19 contains 39697 members 
Mstep: Class 20 contains 24076 members 
Mstep: Class 21 contains 6523 members 
Mstep: Class 22 contains 4035 members 
Mstep: Class 23 contains 74824 members 
Mstep: Class 24 contains 4521 members 
Mstep: Class 25 contains 4987 members 
Mstep: Class 26 contains 63661 members 
Mstep: Class 27 contains 4509 members 
Mstep: Class 28 contains 119942 members 
Mstep: Class 29 contains 13666 members 
Mstep: Class 30 contains 44452 members 
Mstep: Class 31 contains 23538 members 
Mstep: Class 32 contains 1215 members 
Mstep: Class 33 contains 5316 members 
Mstep: Class 34 contains 64724 members 
Mstep: Class 35 contains 527589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984032.000000 Penalty: 123221.835938
Iteration 246Q: 36 clusters Score -1.11984e+08 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 3454 members 
Mstep: Class 3 contains 8422 members 
Mstep: Class 4 contains 3255 members 
Mstep: Class 5 contains 16537 members 
Mstep: Class 6 contains 28183 members 
Mstep: Class 7 contains 19058 members 
Mstep: Class 8 contains 6469 members 
Mstep: Class 9 contains 61865 members 
Mstep: Class 10 contains 70386 members 
Mstep: Class 11 contains 6102 members 
Mstep: Class 12 contains 8857 members 
Mstep: Class 13 contains 14383 members 
Mstep: Class 14 contains 4792 members 
Mstep: Class 15 contains 7825 members 
Mstep: Class 16 contains 6144 members 
Mstep: Class 17 contains 153513 members 
Mstep: Class 18 contains 7439 members 
Mstep: Class 19 contains 39699 members 
Mstep: Class 20 contains 24072 members 
Mstep: Class 21 contains 6512 members 
Mstep: Class 22 contains 4035 members 
Mstep: Class 23 contains 74947 members 
Mstep: Class 24 contains 4521 members 
Mstep: Class 25 contains 4985 members 
Mstep: Class 26 contains 63669 members 
Mstep: Class 27 contains 4509 members 
Mstep: Class 28 contains 119939 members 
Mstep: Class 29 contains 13675 members 
Mstep: Class 30 contains 44454 members 
Mstep: Class 31 contains 23615 members 
Mstep: Class 32 contains 1215 members 
Mstep: Class 33 contains 5316 members 
Mstep: Class 34 contains 65019 members 
Mstep: Class 35 contains 527138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984016.000000 Penalty: 123221.835938
Iteration 247Q: 36 clusters Score -1.11984e+08 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 3454 members 
Mstep: Class 3 contains 8423 members 
Mstep: Class 4 contains 3253 members 
Mstep: Class 5 contains 16550 members 
Mstep: Class 6 contains 28184 members 
Mstep: Class 7 contains 19062 members 
Mstep: Class 8 contains 6470 members 
Mstep: Class 9 contains 61814 members 
Mstep: Class 10 contains 70383 members 
Mstep: Class 11 contains 6107 members 
Mstep: Class 12 contains 8857 members 
Mstep: Class 13 contains 14375 members 
Mstep: Class 14 contains 4792 members 
Mstep: Class 15 contains 7825 members 
Mstep: Class 16 contains 6144 members 
Mstep: Class 17 contains 153512 members 
Mstep: Class 18 contains 7439 members 
Mstep: Class 19 contains 39699 members 
Mstep: Class 20 contains 24061 members 
Mstep: Class 21 contains 6502 members 
Mstep: Class 22 contains 4035 members 
Mstep: Class 23 contains 75049 members 
Mstep: Class 24 contains 4521 members 
Mstep: Class 25 contains 4982 members 
Mstep: Class 26 contains 63688 members 
Mstep: Class 27 contains 4509 members 
Mstep: Class 28 contains 119944 members 
Mstep: Class 29 contains 13683 members 
Mstep: Class 30 contains 44460 members 
Mstep: Class 31 contains 23699 members 
Mstep: Class 32 contains 1214 members 
Mstep: Class 33 contains 5316 members 
Mstep: Class 34 contains 65338 members 
Mstep: Class 35 contains 526659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984120.000000 Penalty: 123221.835938
Iteration 248Q: 36 clusters Score -1.119841e+08 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 3454 members 
Mstep: Class 3 contains 8423 members 
Mstep: Class 4 contains 3254 members 
Mstep: Class 5 contains 16561 members 
Mstep: Class 6 contains 28187 members 
Mstep: Class 7 contains 19060 members 
Mstep: Class 8 contains 6471 members 
Mstep: Class 9 contains 61754 members 
Mstep: Class 10 contains 70370 members 
Mstep: Class 11 contains 6109 members 
Mstep: Class 12 contains 8857 members 
Mstep: Class 13 contains 14373 members 
Mstep: Class 14 contains 4793 members 
Mstep: Class 15 contains 7825 members 
Mstep: Class 16 contains 6144 members 
Mstep: Class 17 contains 153514 members 
Mstep: Class 18 contains 7439 members 
Mstep: Class 19 contains 39697 members 
Mstep: Class 20 contains 24058 members 
Mstep: Class 21 contains 6495 members 
Mstep: Class 22 contains 4032 members 
Mstep: Class 23 contains 75138 members 
Mstep: Class 24 contains 4522 members 
Mstep: Class 25 contains 4981 members 
Mstep: Class 26 contains 63701 members 
Mstep: Class 27 contains 4509 members 
Mstep: Class 28 contains 119944 members 
Mstep: Class 29 contains 13690 members 
Mstep: Class 30 contains 44455 members 
Mstep: Class 31 contains 23782 members 
Mstep: Class 32 contains 1214 members 
Mstep: Class 33 contains 5316 members 
Mstep: Class 34 contains 65661 members 
Mstep: Class 35 contains 526230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984016.000000 Penalty: 123221.835938
Iteration 249Q: 36 clusters Score -1.11984e+08 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 3454 members 
Mstep: Class 3 contains 8423 members 
Mstep: Class 4 contains 3254 members 
Mstep: Class 5 contains 16578 members 
Mstep: Class 6 contains 28197 members 
Mstep: Class 7 contains 19061 members 
Mstep: Class 8 contains 6474 members 
Mstep: Class 9 contains 61693 members 
Mstep: Class 10 contains 70359 members 
Mstep: Class 11 contains 6107 members 
Mstep: Class 12 contains 8857 members 
Mstep: Class 13 contains 14367 members 
Mstep: Class 14 contains 4793 members 
Mstep: Class 15 contains 7825 members 
Mstep: Class 16 contains 6144 members 
Mstep: Class 17 contains 153515 members 
Mstep: Class 18 contains 7439 members 
Mstep: Class 19 contains 39699 members 
Mstep: Class 20 contains 24054 members 
Mstep: Class 21 contains 6489 members 
Mstep: Class 22 contains 4032 members 
Mstep: Class 23 contains 75233 members 
Mstep: Class 24 contains 4522 members 
Mstep: Class 25 contains 4984 members 
Mstep: Class 26 contains 63721 members 
Mstep: Class 27 contains 4509 members 
Mstep: Class 28 contains 119939 members 
Mstep: Class 29 contains 13694 members 
Mstep: Class 30 contains 44451 members 
Mstep: Class 31 contains 23866 members 
Mstep: Class 32 contains 1214 members 
Mstep: Class 33 contains 5316 members 
Mstep: Class 34 contains 65966 members 
Mstep: Class 35 contains 525790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111983952.000000 Penalty: 123221.835938
Iteration 250Q: 36 clusters Score -1.11984e+08 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 3454 members 
Mstep: Class 3 contains 8423 members 
Mstep: Class 4 contains 3255 members 
Mstep: Class 5 contains 16589 members 
Mstep: Class 6 contains 28192 members 
Mstep: Class 7 contains 19067 members 
Mstep: Class 8 contains 6478 members 
Mstep: Class 9 contains 61637 members 
Mstep: Class 10 contains 70350 members 
Mstep: Class 11 contains 6103 members 
Mstep: Class 12 contains 8857 members 
Mstep: Class 13 contains 14365 members 
Mstep: Class 14 contains 4792 members 
Mstep: Class 15 contains 7825 members 
Mstep: Class 16 contains 6144 members 
Mstep: Class 17 contains 153512 members 
Mstep: Class 18 contains 7439 members 
Mstep: Class 19 contains 39701 members 
Mstep: Class 20 contains 24050 members 
Mstep: Class 21 contains 6480 members 
Mstep: Class 22 contains 4035 members 
Mstep: Class 23 contains 75330 members 
Mstep: Class 24 contains 4523 members 
Mstep: Class 25 contains 4985 members 
Mstep: Class 26 contains 63736 members 
Mstep: Class 27 contains 4509 members 
Mstep: Class 28 contains 119941 members 
Mstep: Class 29 contains 13695 members 
Mstep: Class 30 contains 44455 members 
Mstep: Class 31 contains 23948 members 
Mstep: Class 32 contains 1214 members 
Mstep: Class 33 contains 5316 members 
Mstep: Class 34 contains 66272 members 
Mstep: Class 35 contains 525350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984072.000000 Penalty: 123221.835938
Iteration 251Q: 36 clusters Score -1.119841e+08 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 3454 members 
Mstep: Class 3 contains 8423 members 
Mstep: Class 4 contains 3253 members 
Mstep: Class 5 contains 16603 members 
Mstep: Class 6 contains 28188 members 
Mstep: Class 7 contains 19071 members 
Mstep: Class 8 contains 6480 members 
Mstep: Class 9 contains 61584 members 
Mstep: Class 10 contains 70344 members 
Mstep: Class 11 contains 6101 members 
Mstep: Class 12 contains 8857 members 
Mstep: Class 13 contains 14358 members 
Mstep: Class 14 contains 4792 members 
Mstep: Class 15 contains 7825 members 
Mstep: Class 16 contains 6144 members 
Mstep: Class 17 contains 153510 members 
Mstep: Class 18 contains 7438 members 
Mstep: Class 19 contains 39706 members 
Mstep: Class 20 contains 24036 members 
Mstep: Class 21 contains 6473 members 
Mstep: Class 22 contains 4034 members 
Mstep: Class 23 contains 75395 members 
Mstep: Class 24 contains 4523 members 
Mstep: Class 25 contains 4991 members 
Mstep: Class 26 contains 63755 members 
Mstep: Class 27 contains 4509 members 
Mstep: Class 28 contains 119939 members 
Mstep: Class 29 contains 13698 members 
Mstep: Class 30 contains 44452 members 
Mstep: Class 31 contains 24009 members 
Mstep: Class 32 contains 1215 members 
Mstep: Class 33 contains 5316 members 
Mstep: Class 34 contains 66531 members 
Mstep: Class 35 contains 525015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984032.000000 Penalty: 123221.835938
Iteration 252Q: 36 clusters Score -1.11984e+08 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 3454 members 
Mstep: Class 3 contains 8423 members 
Mstep: Class 4 contains 3254 members 
Mstep: Class 5 contains 16615 members 
Mstep: Class 6 contains 28190 members 
Mstep: Class 7 contains 19078 members 
Mstep: Class 8 contains 6478 members 
Mstep: Class 9 contains 61551 members 
Mstep: Class 10 contains 70338 members 
Mstep: Class 11 contains 6097 members 
Mstep: Class 12 contains 8857 members 
Mstep: Class 13 contains 14354 members 
Mstep: Class 14 contains 4791 members 
Mstep: Class 15 contains 7824 members 
Mstep: Class 16 contains 6144 members 
Mstep: Class 17 contains 153510 members 
Mstep: Class 18 contains 7438 members 
Mstep: Class 19 contains 39709 members 
Mstep: Class 20 contains 24029 members 
Mstep: Class 21 contains 6462 members 
Mstep: Class 22 contains 4036 members 
Mstep: Class 23 contains 75461 members 
Mstep: Class 24 contains 4526 members 
Mstep: Class 25 contains 4993 members 
Mstep: Class 26 contains 63764 members 
Mstep: Class 27 contains 4509 members 
Mstep: Class 28 contains 119942 members 
Mstep: Class 29 contains 13703 members 
Mstep: Class 30 contains 44463 members 
Mstep: Class 31 contains 24074 members 
Mstep: Class 32 contains 1214 members 
Mstep: Class 33 contains 5316 members 
Mstep: Class 34 contains 66765 members 
Mstep: Class 35 contains 524663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111983976.000000 Penalty: 123221.835938
Iteration 253Q: 36 clusters Score -1.11984e+08 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 3454 members 
Mstep: Class 3 contains 8422 members 
Mstep: Class 4 contains 3254 members 
Mstep: Class 5 contains 16622 members 
Mstep: Class 6 contains 28195 members 
Mstep: Class 7 contains 19082 members 
Mstep: Class 8 contains 6480 members 
Mstep: Class 9 contains 61510 members 
Mstep: Class 10 contains 70338 members 
Mstep: Class 11 contains 6100 members 
Mstep: Class 12 contains 8857 members 
Mstep: Class 13 contains 14356 members 
Mstep: Class 14 contains 4791 members 
Mstep: Class 15 contains 7824 members 
Mstep: Class 16 contains 6144 members 
Mstep: Class 17 contains 153511 members 
Mstep: Class 18 contains 7437 members 
Mstep: Class 19 contains 39709 members 
Mstep: Class 20 contains 24023 members 
Mstep: Class 21 contains 6453 members 
Mstep: Class 22 contains 4037 members 
Mstep: Class 23 contains 75538 members 
Mstep: Class 24 contains 4528 members 
Mstep: Class 25 contains 4990 members 
Mstep: Class 26 contains 63770 members 
Mstep: Class 27 contains 4509 members 
Mstep: Class 28 contains 119948 members 
Mstep: Class 29 contains 13699 members 
Mstep: Class 30 contains 44474 members 
Mstep: Class 31 contains 24146 members 
Mstep: Class 32 contains 1214 members 
Mstep: Class 33 contains 5316 members 
Mstep: Class 34 contains 67006 members 
Mstep: Class 35 contains 524293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984056.000000 Penalty: 123221.835938
Iteration 254Q: 36 clusters Score -1.119841e+08 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 3454 members 
Mstep: Class 3 contains 8422 members 
Mstep: Class 4 contains 3253 members 
Mstep: Class 5 contains 16628 members 
Mstep: Class 6 contains 28197 members 
Mstep: Class 7 contains 19081 members 
Mstep: Class 8 contains 6480 members 
Mstep: Class 9 contains 61461 members 
Mstep: Class 10 contains 70332 members 
Mstep: Class 11 contains 6102 members 
Mstep: Class 12 contains 8857 members 
Mstep: Class 13 contains 14357 members 
Mstep: Class 14 contains 4791 members 
Mstep: Class 15 contains 7824 members 
Mstep: Class 16 contains 6144 members 
Mstep: Class 17 contains 153516 members 
Mstep: Class 18 contains 7436 members 
Mstep: Class 19 contains 39708 members 
Mstep: Class 20 contains 24019 members 
Mstep: Class 21 contains 6449 members 
Mstep: Class 22 contains 4037 members 
Mstep: Class 23 contains 75617 members 
Mstep: Class 24 contains 4527 members 
Mstep: Class 25 contains 4990 members 
Mstep: Class 26 contains 63785 members 
Mstep: Class 27 contains 4509 members 
Mstep: Class 28 contains 119950 members 
Mstep: Class 29 contains 13698 members 
Mstep: Class 30 contains 44479 members 
Mstep: Class 31 contains 24209 members 
Mstep: Class 32 contains 1214 members 
Mstep: Class 33 contains 5317 members 
Mstep: Class 34 contains 67208 members 
Mstep: Class 35 contains 523985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984232.000000 Penalty: 123221.835938
Iteration 255Q: 36 clusters Score -1.119842e+08 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 3454 members 
Mstep: Class 3 contains 8421 members 
Mstep: Class 4 contains 3255 members 
Mstep: Class 5 contains 16637 members 
Mstep: Class 6 contains 28197 members 
Mstep: Class 7 contains 19088 members 
Mstep: Class 8 contains 6479 members 
Mstep: Class 9 contains 61418 members 
Mstep: Class 10 contains 70321 members 
Mstep: Class 11 contains 6099 members 
Mstep: Class 12 contains 8857 members 
Mstep: Class 13 contains 14362 members 
Mstep: Class 14 contains 4791 members 
Mstep: Class 15 contains 7824 members 
Mstep: Class 16 contains 6144 members 
Mstep: Class 17 contains 153515 members 
Mstep: Class 18 contains 7434 members 
Mstep: Class 19 contains 39707 members 
Mstep: Class 20 contains 24014 members 
Mstep: Class 21 contains 6442 members 
Mstep: Class 22 contains 4036 members 
Mstep: Class 23 contains 75682 members 
Mstep: Class 24 contains 4528 members 
Mstep: Class 25 contains 4992 members 
Mstep: Class 26 contains 63786 members 
Mstep: Class 27 contains 4509 members 
Mstep: Class 28 contains 119950 members 
Mstep: Class 29 contains 13697 members 
Mstep: Class 30 contains 44488 members 
Mstep: Class 31 contains 24289 members 
Mstep: Class 32 contains 1214 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 67410 members 
Mstep: Class 35 contains 523680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984208.000000 Penalty: 123221.835938
Iteration 256Q: 36 clusters Score -1.119842e+08 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 3454 members 
Mstep: Class 3 contains 8421 members 
Mstep: Class 4 contains 3255 members 
Mstep: Class 5 contains 16652 members 
Mstep: Class 6 contains 28201 members 
Mstep: Class 7 contains 19094 members 
Mstep: Class 8 contains 6478 members 
Mstep: Class 9 contains 61377 members 
Mstep: Class 10 contains 70318 members 
Mstep: Class 11 contains 6093 members 
Mstep: Class 12 contains 8857 members 
Mstep: Class 13 contains 14367 members 
Mstep: Class 14 contains 4792 members 
Mstep: Class 15 contains 7824 members 
Mstep: Class 16 contains 6144 members 
Mstep: Class 17 contains 153517 members 
Mstep: Class 18 contains 7434 members 
Mstep: Class 19 contains 39706 members 
Mstep: Class 20 contains 24005 members 
Mstep: Class 21 contains 6434 members 
Mstep: Class 22 contains 4035 members 
Mstep: Class 23 contains 75752 members 
Mstep: Class 24 contains 4530 members 
Mstep: Class 25 contains 4996 members 
Mstep: Class 26 contains 63790 members 
Mstep: Class 27 contains 4509 members 
Mstep: Class 28 contains 119946 members 
Mstep: Class 29 contains 13701 members 
Mstep: Class 30 contains 44494 members 
Mstep: Class 31 contains 24354 members 
Mstep: Class 32 contains 1214 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 67605 members 
Mstep: Class 35 contains 523375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111983992.000000 Penalty: 123221.835938
Iteration 257Q: 36 clusters Score -1.11984e+08 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 3454 members 
Mstep: Class 3 contains 8421 members 
Mstep: Class 4 contains 3254 members 
Mstep: Class 5 contains 16672 members 
Mstep: Class 6 contains 28205 members 
Mstep: Class 7 contains 19093 members 
Mstep: Class 8 contains 6474 members 
Mstep: Class 9 contains 61346 members 
Mstep: Class 10 contains 70311 members 
Mstep: Class 11 contains 6096 members 
Mstep: Class 12 contains 8857 members 
Mstep: Class 13 contains 14377 members 
Mstep: Class 14 contains 4792 members 
Mstep: Class 15 contains 7824 members 
Mstep: Class 16 contains 6144 members 
Mstep: Class 17 contains 153517 members 
Mstep: Class 18 contains 7434 members 
Mstep: Class 19 contains 39709 members 
Mstep: Class 20 contains 24003 members 
Mstep: Class 21 contains 6426 members 
Mstep: Class 22 contains 4036 members 
Mstep: Class 23 contains 75810 members 
Mstep: Class 24 contains 4531 members 
Mstep: Class 25 contains 4996 members 
Mstep: Class 26 contains 63799 members 
Mstep: Class 27 contains 4509 members 
Mstep: Class 28 contains 119938 members 
Mstep: Class 29 contains 13705 members 
Mstep: Class 30 contains 44505 members 
Mstep: Class 31 contains 24419 members 
Mstep: Class 32 contains 1214 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 67789 members 
Mstep: Class 35 contains 523067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984216.000000 Penalty: 123221.835938
Iteration 258Q: 36 clusters Score -1.119842e+08 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 3454 members 
Mstep: Class 3 contains 8422 members 
Mstep: Class 4 contains 3252 members 
Mstep: Class 5 contains 16688 members 
Mstep: Class 6 contains 28215 members 
Mstep: Class 7 contains 19093 members 
Mstep: Class 8 contains 6475 members 
Mstep: Class 9 contains 61318 members 
Mstep: Class 10 contains 70310 members 
Mstep: Class 11 contains 6100 members 
Mstep: Class 12 contains 8857 members 
Mstep: Class 13 contains 14370 members 
Mstep: Class 14 contains 4792 members 
Mstep: Class 15 contains 7826 members 
Mstep: Class 16 contains 6144 members 
Mstep: Class 17 contains 153516 members 
Mstep: Class 18 contains 7434 members 
Mstep: Class 19 contains 39708 members 
Mstep: Class 20 contains 23997 members 
Mstep: Class 21 contains 6418 members 
Mstep: Class 22 contains 4035 members 
Mstep: Class 23 contains 75882 members 
Mstep: Class 24 contains 4533 members 
Mstep: Class 25 contains 4996 members 
Mstep: Class 26 contains 63809 members 
Mstep: Class 27 contains 4509 members 
Mstep: Class 28 contains 119930 members 
Mstep: Class 29 contains 13704 members 
Mstep: Class 30 contains 44516 members 
Mstep: Class 31 contains 24480 members 
Mstep: Class 32 contains 1214 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 67956 members 
Mstep: Class 35 contains 522778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984248.000000 Penalty: 123221.835938
Iteration 259Q: 36 clusters Score -1.119842e+08 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 3454 members 
Mstep: Class 3 contains 8422 members 
Mstep: Class 4 contains 3252 members 
Mstep: Class 5 contains 16707 members 
Mstep: Class 6 contains 28223 members 
Mstep: Class 7 contains 19090 members 
Mstep: Class 8 contains 6478 members 
Mstep: Class 9 contains 61273 members 
Mstep: Class 10 contains 70304 members 
Mstep: Class 11 contains 6100 members 
Mstep: Class 12 contains 8857 members 
Mstep: Class 13 contains 14372 members 
Mstep: Class 14 contains 4792 members 
Mstep: Class 15 contains 7827 members 
Mstep: Class 16 contains 6144 members 
Mstep: Class 17 contains 153516 members 
Mstep: Class 18 contains 7434 members 
Mstep: Class 19 contains 39709 members 
Mstep: Class 20 contains 23995 members 
Mstep: Class 21 contains 6410 members 
Mstep: Class 22 contains 4034 members 
Mstep: Class 23 contains 75944 members 
Mstep: Class 24 contains 4534 members 
Mstep: Class 25 contains 4998 members 
Mstep: Class 26 contains 63822 members 
Mstep: Class 27 contains 4509 members 
Mstep: Class 28 contains 119927 members 
Mstep: Class 29 contains 13700 members 
Mstep: Class 30 contains 44524 members 
Mstep: Class 31 contains 24538 members 
Mstep: Class 32 contains 1214 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 68118 members 
Mstep: Class 35 contains 522508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984232.000000 Penalty: 123221.835938
Iteration 260F: 36 clusters Score -1.119842e+08 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 3454 members 
Mstep: Class 3 contains 8423 members 
Mstep: Class 4 contains 3250 members 
Mstep: Class 5 contains 16728 members 
Mstep: Class 6 contains 28228 members 
Mstep: Class 7 contains 19086 members 
Mstep: Class 8 contains 6483 members 
Mstep: Class 9 contains 61220 members 
Mstep: Class 10 contains 70293 members 
Mstep: Class 11 contains 6098 members 
Mstep: Class 12 contains 8857 members 
Mstep: Class 13 contains 14372 members 
Mstep: Class 14 contains 4792 members 
Mstep: Class 15 contains 7828 members 
Mstep: Class 16 contains 6144 members 
Mstep: Class 17 contains 153517 members 
Mstep: Class 18 contains 7435 members 
Mstep: Class 19 contains 39709 members 
Mstep: Class 20 contains 23992 members 
Mstep: Class 21 contains 6406 members 
Mstep: Class 22 contains 4034 members 
Mstep: Class 23 contains 76000 members 
Mstep: Class 24 contains 4534 members 
Mstep: Class 25 contains 4997 members 
Mstep: Class 26 contains 63840 members 
Mstep: Class 27 contains 4509 members 
Mstep: Class 28 contains 119924 members 
Mstep: Class 29 contains 13700 members 
Mstep: Class 30 contains 44527 members 
Mstep: Class 31 contains 24599 members 
Mstep: Class 32 contains 1214 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 68271 members 
Mstep: Class 35 contains 522266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984312.000000 Penalty: 123221.835938
Iteration 261Q: 36 clusters Score -1.119843e+08 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 3454 members 
Mstep: Class 3 contains 8424 members 
Mstep: Class 4 contains 3248 members 
Mstep: Class 5 contains 16744 members 
Mstep: Class 6 contains 28236 members 
Mstep: Class 7 contains 19086 members 
Mstep: Class 8 contains 6481 members 
Mstep: Class 9 contains 61165 members 
Mstep: Class 10 contains 70289 members 
Mstep: Class 11 contains 6099 members 
Mstep: Class 12 contains 8857 members 
Mstep: Class 13 contains 14374 members 
Mstep: Class 14 contains 4792 members 
Mstep: Class 15 contains 7830 members 
Mstep: Class 16 contains 6144 members 
Mstep: Class 17 contains 153514 members 
Mstep: Class 18 contains 7435 members 
Mstep: Class 19 contains 39708 members 
Mstep: Class 20 contains 23988 members 
Mstep: Class 21 contains 6403 members 
Mstep: Class 22 contains 4032 members 
Mstep: Class 23 contains 76061 members 
Mstep: Class 24 contains 4534 members 
Mstep: Class 25 contains 4998 members 
Mstep: Class 26 contains 63851 members 
Mstep: Class 27 contains 4509 members 
Mstep: Class 28 contains 119926 members 
Mstep: Class 29 contains 13700 members 
Mstep: Class 30 contains 44531 members 
Mstep: Class 31 contains 24656 members 
Mstep: Class 32 contains 1214 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 68431 members 
Mstep: Class 35 contains 522018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984376.000000 Penalty: 123221.835938
Iteration 262Q: 36 clusters Score -1.119844e+08 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 3454 members 
Mstep: Class 3 contains 8424 members 
Mstep: Class 4 contains 3250 members 
Mstep: Class 5 contains 16767 members 
Mstep: Class 6 contains 28235 members 
Mstep: Class 7 contains 19087 members 
Mstep: Class 8 contains 6489 members 
Mstep: Class 9 contains 61121 members 
Mstep: Class 10 contains 70288 members 
Mstep: Class 11 contains 6100 members 
Mstep: Class 12 contains 8857 members 
Mstep: Class 13 contains 14373 members 
Mstep: Class 14 contains 4792 members 
Mstep: Class 15 contains 7830 members 
Mstep: Class 16 contains 6144 members 
Mstep: Class 17 contains 153514 members 
Mstep: Class 18 contains 7435 members 
Mstep: Class 19 contains 39710 members 
Mstep: Class 20 contains 23990 members 
Mstep: Class 21 contains 6398 members 
Mstep: Class 22 contains 4031 members 
Mstep: Class 23 contains 76105 members 
Mstep: Class 24 contains 4533 members 
Mstep: Class 25 contains 4998 members 
Mstep: Class 26 contains 63860 members 
Mstep: Class 27 contains 4509 members 
Mstep: Class 28 contains 119926 members 
Mstep: Class 29 contains 13701 members 
Mstep: Class 30 contains 44537 members 
Mstep: Class 31 contains 24709 members 
Mstep: Class 32 contains 1214 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 68626 members 
Mstep: Class 35 contains 521729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984328.000000 Penalty: 123221.835938
Iteration 263Q: 36 clusters Score -1.119843e+08 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 3454 members 
Mstep: Class 3 contains 8424 members 
Mstep: Class 4 contains 3251 members 
Mstep: Class 5 contains 16803 members 
Mstep: Class 6 contains 28232 members 
Mstep: Class 7 contains 19088 members 
Mstep: Class 8 contains 6491 members 
Mstep: Class 9 contains 61086 members 
Mstep: Class 10 contains 70285 members 
Mstep: Class 11 contains 6098 members 
Mstep: Class 12 contains 8857 members 
Mstep: Class 13 contains 14369 members 
Mstep: Class 14 contains 4792 members 
Mstep: Class 15 contains 7830 members 
Mstep: Class 16 contains 6144 members 
Mstep: Class 17 contains 153514 members 
Mstep: Class 18 contains 7436 members 
Mstep: Class 19 contains 39712 members 
Mstep: Class 20 contains 23988 members 
Mstep: Class 21 contains 6394 members 
Mstep: Class 22 contains 4030 members 
Mstep: Class 23 contains 76144 members 
Mstep: Class 24 contains 4533 members 
Mstep: Class 25 contains 4998 members 
Mstep: Class 26 contains 63875 members 
Mstep: Class 27 contains 4509 members 
Mstep: Class 28 contains 119932 members 
Mstep: Class 29 contains 13703 members 
Mstep: Class 30 contains 44546 members 
Mstep: Class 31 contains 24774 members 
Mstep: Class 32 contains 1214 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 68791 members 
Mstep: Class 35 contains 521440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984384.000000 Penalty: 123221.835938
Iteration 264Q: 36 clusters Score -1.119844e+08 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 3454 members 
Mstep: Class 3 contains 8423 members 
Mstep: Class 4 contains 3251 members 
Mstep: Class 5 contains 16821 members 
Mstep: Class 6 contains 28231 members 
Mstep: Class 7 contains 19086 members 
Mstep: Class 8 contains 6496 members 
Mstep: Class 9 contains 61037 members 
Mstep: Class 10 contains 70280 members 
Mstep: Class 11 contains 6099 members 
Mstep: Class 12 contains 8857 members 
Mstep: Class 13 contains 14369 members 
Mstep: Class 14 contains 4792 members 
Mstep: Class 15 contains 7829 members 
Mstep: Class 16 contains 6144 members 
Mstep: Class 17 contains 153512 members 
Mstep: Class 18 contains 7436 members 
Mstep: Class 19 contains 39712 members 
Mstep: Class 20 contains 23985 members 
Mstep: Class 21 contains 6387 members 
Mstep: Class 22 contains 4030 members 
Mstep: Class 23 contains 76167 members 
Mstep: Class 24 contains 4533 members 
Mstep: Class 25 contains 4997 members 
Mstep: Class 26 contains 63886 members 
Mstep: Class 27 contains 4509 members 
Mstep: Class 28 contains 119939 members 
Mstep: Class 29 contains 13707 members 
Mstep: Class 30 contains 44550 members 
Mstep: Class 31 contains 24843 members 
Mstep: Class 32 contains 1214 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 68939 members 
Mstep: Class 35 contains 521225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984408.000000 Penalty: 123221.835938
Iteration 265Q: 36 clusters Score -1.119844e+08 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 3454 members 
Mstep: Class 3 contains 8422 members 
Mstep: Class 4 contains 3251 members 
Mstep: Class 5 contains 16841 members 
Mstep: Class 6 contains 28233 members 
Mstep: Class 7 contains 19080 members 
Mstep: Class 8 contains 6497 members 
Mstep: Class 9 contains 60990 members 
Mstep: Class 10 contains 70275 members 
Mstep: Class 11 contains 6101 members 
Mstep: Class 12 contains 8857 members 
Mstep: Class 13 contains 14372 members 
Mstep: Class 14 contains 4792 members 
Mstep: Class 15 contains 7829 members 
Mstep: Class 16 contains 6144 members 
Mstep: Class 17 contains 153510 members 
Mstep: Class 18 contains 7437 members 
Mstep: Class 19 contains 39709 members 
Mstep: Class 20 contains 23977 members 
Mstep: Class 21 contains 6384 members 
Mstep: Class 22 contains 4028 members 
Mstep: Class 23 contains 76201 members 
Mstep: Class 24 contains 4533 members 
Mstep: Class 25 contains 4997 members 
Mstep: Class 26 contains 63899 members 
Mstep: Class 27 contains 4509 members 
Mstep: Class 28 contains 119944 members 
Mstep: Class 29 contains 13714 members 
Mstep: Class 30 contains 44551 members 
Mstep: Class 31 contains 24910 members 
Mstep: Class 32 contains 1214 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 69075 members 
Mstep: Class 35 contains 521011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984248.000000 Penalty: 123221.835938
Iteration 266Q: 36 clusters Score -1.119842e+08 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 3454 members 
Mstep: Class 3 contains 8422 members 
Mstep: Class 4 contains 3250 members 
Mstep: Class 5 contains 16864 members 
Mstep: Class 6 contains 28227 members 
Mstep: Class 7 contains 19079 members 
Mstep: Class 8 contains 6498 members 
Mstep: Class 9 contains 60938 members 
Mstep: Class 10 contains 70277 members 
Mstep: Class 11 contains 6099 members 
Mstep: Class 12 contains 8857 members 
Mstep: Class 13 contains 14368 members 
Mstep: Class 14 contains 4792 members 
Mstep: Class 15 contains 7829 members 
Mstep: Class 16 contains 6144 members 
Mstep: Class 17 contains 153509 members 
Mstep: Class 18 contains 7437 members 
Mstep: Class 19 contains 39709 members 
Mstep: Class 20 contains 23971 members 
Mstep: Class 21 contains 6382 members 
Mstep: Class 22 contains 4026 members 
Mstep: Class 23 contains 76237 members 
Mstep: Class 24 contains 4533 members 
Mstep: Class 25 contains 4997 members 
Mstep: Class 26 contains 63903 members 
Mstep: Class 27 contains 4509 members 
Mstep: Class 28 contains 119940 members 
Mstep: Class 29 contains 13715 members 
Mstep: Class 30 contains 44556 members 
Mstep: Class 31 contains 24973 members 
Mstep: Class 32 contains 1214 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 69209 members 
Mstep: Class 35 contains 520823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984296.000000 Penalty: 123221.835938
Iteration 267Q: 36 clusters Score -1.119843e+08 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 3454 members 
Mstep: Class 3 contains 8422 members 
Mstep: Class 4 contains 3248 members 
Mstep: Class 5 contains 16888 members 
Mstep: Class 6 contains 28220 members 
Mstep: Class 7 contains 19079 members 
Mstep: Class 8 contains 6499 members 
Mstep: Class 9 contains 60900 members 
Mstep: Class 10 contains 70278 members 
Mstep: Class 11 contains 6095 members 
Mstep: Class 12 contains 8857 members 
Mstep: Class 13 contains 14368 members 
Mstep: Class 14 contains 4792 members 
Mstep: Class 15 contains 7829 members 
Mstep: Class 16 contains 6144 members 
Mstep: Class 17 contains 153510 members 
Mstep: Class 18 contains 7437 members 
Mstep: Class 19 contains 39707 members 
Mstep: Class 20 contains 23970 members 
Mstep: Class 21 contains 6378 members 
Mstep: Class 22 contains 4026 members 
Mstep: Class 23 contains 76268 members 
Mstep: Class 24 contains 4533 members 
Mstep: Class 25 contains 4997 members 
Mstep: Class 26 contains 63912 members 
Mstep: Class 27 contains 4509 members 
Mstep: Class 28 contains 119942 members 
Mstep: Class 29 contains 13715 members 
Mstep: Class 30 contains 44565 members 
Mstep: Class 31 contains 25050 members 
Mstep: Class 32 contains 1214 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 69333 members 
Mstep: Class 35 contains 520603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984256.000000 Penalty: 123221.835938
Iteration 268Q: 36 clusters Score -1.119843e+08 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 3454 members 
Mstep: Class 3 contains 8422 members 
Mstep: Class 4 contains 3247 members 
Mstep: Class 5 contains 16916 members 
Mstep: Class 6 contains 28217 members 
Mstep: Class 7 contains 19080 members 
Mstep: Class 8 contains 6500 members 
Mstep: Class 9 contains 60858 members 
Mstep: Class 10 contains 70274 members 
Mstep: Class 11 contains 6093 members 
Mstep: Class 12 contains 8857 members 
Mstep: Class 13 contains 14365 members 
Mstep: Class 14 contains 4792 members 
Mstep: Class 15 contains 7830 members 
Mstep: Class 16 contains 6144 members 
Mstep: Class 17 contains 153510 members 
Mstep: Class 18 contains 7437 members 
Mstep: Class 19 contains 39706 members 
Mstep: Class 20 contains 23969 members 
Mstep: Class 21 contains 6373 members 
Mstep: Class 22 contains 4025 members 
Mstep: Class 23 contains 76307 members 
Mstep: Class 24 contains 4532 members 
Mstep: Class 25 contains 4997 members 
Mstep: Class 26 contains 63918 members 
Mstep: Class 27 contains 4509 members 
Mstep: Class 28 contains 119927 members 
Mstep: Class 29 contains 13712 members 
Mstep: Class 30 contains 44573 members 
Mstep: Class 31 contains 25124 members 
Mstep: Class 32 contains 1214 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 69448 members 
Mstep: Class 35 contains 520411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984192.000000 Penalty: 123221.835938
Iteration 269Q: 36 clusters Score -1.119842e+08 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 3454 members 
Mstep: Class 3 contains 8422 members 
Mstep: Class 4 contains 3248 members 
Mstep: Class 5 contains 16934 members 
Mstep: Class 6 contains 28220 members 
Mstep: Class 7 contains 19076 members 
Mstep: Class 8 contains 6499 members 
Mstep: Class 9 contains 60825 members 
Mstep: Class 10 contains 70277 members 
Mstep: Class 11 contains 6092 members 
Mstep: Class 12 contains 8857 members 
Mstep: Class 13 contains 14356 members 
Mstep: Class 14 contains 4792 members 
Mstep: Class 15 contains 7830 members 
Mstep: Class 16 contains 6144 members 
Mstep: Class 17 contains 153511 members 
Mstep: Class 18 contains 7437 members 
Mstep: Class 19 contains 39706 members 
Mstep: Class 20 contains 23968 members 
Mstep: Class 21 contains 6368 members 
Mstep: Class 22 contains 4026 members 
Mstep: Class 23 contains 76344 members 
Mstep: Class 24 contains 4532 members 
Mstep: Class 25 contains 4996 members 
Mstep: Class 26 contains 63928 members 
Mstep: Class 27 contains 4509 members 
Mstep: Class 28 contains 119922 members 
Mstep: Class 29 contains 13711 members 
Mstep: Class 30 contains 44581 members 
Mstep: Class 31 contains 25203 members 
Mstep: Class 32 contains 1214 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 69548 members 
Mstep: Class 35 contains 520207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984312.000000 Penalty: 123221.835938
Iteration 270Q: 36 clusters Score -1.119843e+08 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 3454 members 
Mstep: Class 3 contains 8423 members 
Mstep: Class 4 contains 3251 members 
Mstep: Class 5 contains 16957 members 
Mstep: Class 6 contains 28219 members 
Mstep: Class 7 contains 19075 members 
Mstep: Class 8 contains 6499 members 
Mstep: Class 9 contains 60799 members 
Mstep: Class 10 contains 70281 members 
Mstep: Class 11 contains 6094 members 
Mstep: Class 12 contains 8857 members 
Mstep: Class 13 contains 14349 members 
Mstep: Class 14 contains 4792 members 
Mstep: Class 15 contains 7830 members 
Mstep: Class 16 contains 6144 members 
Mstep: Class 17 contains 153514 members 
Mstep: Class 18 contains 7437 members 
Mstep: Class 19 contains 39706 members 
Mstep: Class 20 contains 23969 members 
Mstep: Class 21 contains 6363 members 
Mstep: Class 22 contains 4025 members 
Mstep: Class 23 contains 76370 members 
Mstep: Class 24 contains 4532 members 
Mstep: Class 25 contains 4995 members 
Mstep: Class 26 contains 63941 members 
Mstep: Class 27 contains 4509 members 
Mstep: Class 28 contains 119910 members 
Mstep: Class 29 contains 13710 members 
Mstep: Class 30 contains 44592 members 
Mstep: Class 31 contains 25251 members 
Mstep: Class 32 contains 1214 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 69648 members 
Mstep: Class 35 contains 520027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984408.000000 Penalty: 123221.835938
Iteration 271Q: 36 clusters Score -1.119844e+08 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 3454 members 
Mstep: Class 3 contains 8424 members 
Mstep: Class 4 contains 3250 members 
Mstep: Class 5 contains 16978 members 
Mstep: Class 6 contains 28218 members 
Mstep: Class 7 contains 19074 members 
Mstep: Class 8 contains 6499 members 
Mstep: Class 9 contains 60785 members 
Mstep: Class 10 contains 70285 members 
Mstep: Class 11 contains 6093 members 
Mstep: Class 12 contains 8857 members 
Mstep: Class 13 contains 14342 members 
Mstep: Class 14 contains 4791 members 
Mstep: Class 15 contains 7830 members 
Mstep: Class 16 contains 6144 members 
Mstep: Class 17 contains 153515 members 
Mstep: Class 18 contains 7437 members 
Mstep: Class 19 contains 39708 members 
Mstep: Class 20 contains 23966 members 
Mstep: Class 21 contains 6352 members 
Mstep: Class 22 contains 4025 members 
Mstep: Class 23 contains 76398 members 
Mstep: Class 24 contains 4534 members 
Mstep: Class 25 contains 4994 members 
Mstep: Class 26 contains 63942 members 
Mstep: Class 27 contains 4509 members 
Mstep: Class 28 contains 119896 members 
Mstep: Class 29 contains 13713 members 
Mstep: Class 30 contains 44609 members 
Mstep: Class 31 contains 25307 members 
Mstep: Class 32 contains 1214 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 69753 members 
Mstep: Class 35 contains 519842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984408.000000 Penalty: 123221.835938
Iteration 272Q: 36 clusters Score -1.119844e+08 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 3454 members 
Mstep: Class 3 contains 8423 members 
Mstep: Class 4 contains 3251 members 
Mstep: Class 5 contains 16995 members 
Mstep: Class 6 contains 28231 members 
Mstep: Class 7 contains 19076 members 
Mstep: Class 8 contains 6502 members 
Mstep: Class 9 contains 60770 members 
Mstep: Class 10 contains 70286 members 
Mstep: Class 11 contains 6092 members 
Mstep: Class 12 contains 8857 members 
Mstep: Class 13 contains 14341 members 
Mstep: Class 14 contains 4791 members 
Mstep: Class 15 contains 7830 members 
Mstep: Class 16 contains 6144 members 
Mstep: Class 17 contains 153514 members 
Mstep: Class 18 contains 7438 members 
Mstep: Class 19 contains 39710 members 
Mstep: Class 20 contains 23968 members 
Mstep: Class 21 contains 6342 members 
Mstep: Class 22 contains 4025 members 
Mstep: Class 23 contains 76430 members 
Mstep: Class 24 contains 4535 members 
Mstep: Class 25 contains 4995 members 
Mstep: Class 26 contains 63949 members 
Mstep: Class 27 contains 4509 members 
Mstep: Class 28 contains 119885 members 
Mstep: Class 29 contains 13715 members 
Mstep: Class 30 contains 44629 members 
Mstep: Class 31 contains 25363 members 
Mstep: Class 32 contains 1214 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 69848 members 
Mstep: Class 35 contains 519625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984328.000000 Penalty: 123221.835938
Iteration 273Q: 36 clusters Score -1.119843e+08 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 3454 members 
Mstep: Class 3 contains 8423 members 
Mstep: Class 4 contains 3250 members 
Mstep: Class 5 contains 17011 members 
Mstep: Class 6 contains 28243 members 
Mstep: Class 7 contains 19080 members 
Mstep: Class 8 contains 6503 members 
Mstep: Class 9 contains 60755 members 
Mstep: Class 10 contains 70287 members 
Mstep: Class 11 contains 6093 members 
Mstep: Class 12 contains 8857 members 
Mstep: Class 13 contains 14336 members 
Mstep: Class 14 contains 4791 members 
Mstep: Class 15 contains 7831 members 
Mstep: Class 16 contains 6144 members 
Mstep: Class 17 contains 153513 members 
Mstep: Class 18 contains 7439 members 
Mstep: Class 19 contains 39712 members 
Mstep: Class 20 contains 23971 members 
Mstep: Class 21 contains 6336 members 
Mstep: Class 22 contains 4025 members 
Mstep: Class 23 contains 76475 members 
Mstep: Class 24 contains 4536 members 
Mstep: Class 25 contains 4994 members 
Mstep: Class 26 contains 63967 members 
Mstep: Class 27 contains 4509 members 
Mstep: Class 28 contains 119880 members 
Mstep: Class 29 contains 13716 members 
Mstep: Class 30 contains 44646 members 
Mstep: Class 31 contains 25408 members 
Mstep: Class 32 contains 1215 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 69932 members 
Mstep: Class 35 contains 519406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984384.000000 Penalty: 123221.835938
Iteration 274Q: 36 clusters Score -1.119844e+08 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 3454 members 
Mstep: Class 3 contains 8425 members 
Mstep: Class 4 contains 3247 members 
Mstep: Class 5 contains 17021 members 
Mstep: Class 6 contains 28251 members 
Mstep: Class 7 contains 19080 members 
Mstep: Class 8 contains 6506 members 
Mstep: Class 9 contains 60729 members 
Mstep: Class 10 contains 70281 members 
Mstep: Class 11 contains 6091 members 
Mstep: Class 12 contains 8857 members 
Mstep: Class 13 contains 14339 members 
Mstep: Class 14 contains 4791 members 
Mstep: Class 15 contains 7832 members 
Mstep: Class 16 contains 6144 members 
Mstep: Class 17 contains 153510 members 
Mstep: Class 18 contains 7439 members 
Mstep: Class 19 contains 39714 members 
Mstep: Class 20 contains 23970 members 
Mstep: Class 21 contains 6335 members 
Mstep: Class 22 contains 4025 members 
Mstep: Class 23 contains 76508 members 
Mstep: Class 24 contains 4536 members 
Mstep: Class 25 contains 4995 members 
Mstep: Class 26 contains 63981 members 
Mstep: Class 27 contains 4508 members 
Mstep: Class 28 contains 119881 members 
Mstep: Class 29 contains 13718 members 
Mstep: Class 30 contains 44656 members 
Mstep: Class 31 contains 25455 members 
Mstep: Class 32 contains 1215 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 70008 members 
Mstep: Class 35 contains 519236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984616.000000 Penalty: 123221.835938
Iteration 275Q: 36 clusters Score -1.119846e+08 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 3454 members 
Mstep: Class 3 contains 8426 members 
Mstep: Class 4 contains 3246 members 
Mstep: Class 5 contains 17039 members 
Mstep: Class 6 contains 28257 members 
Mstep: Class 7 contains 19079 members 
Mstep: Class 8 contains 6507 members 
Mstep: Class 9 contains 60708 members 
Mstep: Class 10 contains 70283 members 
Mstep: Class 11 contains 6090 members 
Mstep: Class 12 contains 8858 members 
Mstep: Class 13 contains 14337 members 
Mstep: Class 14 contains 4791 members 
Mstep: Class 15 contains 7832 members 
Mstep: Class 16 contains 6144 members 
Mstep: Class 17 contains 153509 members 
Mstep: Class 18 contains 7439 members 
Mstep: Class 19 contains 39713 members 
Mstep: Class 20 contains 23970 members 
Mstep: Class 21 contains 6332 members 
Mstep: Class 22 contains 4025 members 
Mstep: Class 23 contains 76553 members 
Mstep: Class 24 contains 4537 members 
Mstep: Class 25 contains 4995 members 
Mstep: Class 26 contains 63988 members 
Mstep: Class 27 contains 4508 members 
Mstep: Class 28 contains 119891 members 
Mstep: Class 29 contains 13717 members 
Mstep: Class 30 contains 44659 members 
Mstep: Class 31 contains 25497 members 
Mstep: Class 32 contains 1215 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 70083 members 
Mstep: Class 35 contains 519055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984520.000000 Penalty: 123221.835938
Iteration 276Q: 36 clusters Score -1.119845e+08 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8427 members 
Mstep: Class 4 contains 3246 members 
Mstep: Class 5 contains 17049 members 
Mstep: Class 6 contains 28267 members 
Mstep: Class 7 contains 19079 members 
Mstep: Class 8 contains 6508 members 
Mstep: Class 9 contains 60680 members 
Mstep: Class 10 contains 70286 members 
Mstep: Class 11 contains 6086 members 
Mstep: Class 12 contains 8858 members 
Mstep: Class 13 contains 14340 members 
Mstep: Class 14 contains 4791 members 
Mstep: Class 15 contains 7832 members 
Mstep: Class 16 contains 6144 members 
Mstep: Class 17 contains 153507 members 
Mstep: Class 18 contains 7439 members 
Mstep: Class 19 contains 39713 members 
Mstep: Class 20 contains 23967 members 
Mstep: Class 21 contains 6330 members 
Mstep: Class 22 contains 4026 members 
Mstep: Class 23 contains 76589 members 
Mstep: Class 24 contains 4537 members 
Mstep: Class 25 contains 4995 members 
Mstep: Class 26 contains 63989 members 
Mstep: Class 27 contains 4508 members 
Mstep: Class 28 contains 119891 members 
Mstep: Class 29 contains 13720 members 
Mstep: Class 30 contains 44664 members 
Mstep: Class 31 contains 25548 members 
Mstep: Class 32 contains 1215 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 70155 members 
Mstep: Class 35 contains 518895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984608.000000 Penalty: 123221.835938
Iteration 277Q: 36 clusters Score -1.119846e+08 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8427 members 
Mstep: Class 4 contains 3246 members 
Mstep: Class 5 contains 17060 members 
Mstep: Class 6 contains 28276 members 
Mstep: Class 7 contains 19077 members 
Mstep: Class 8 contains 6509 members 
Mstep: Class 9 contains 60649 members 
Mstep: Class 10 contains 70291 members 
Mstep: Class 11 contains 6084 members 
Mstep: Class 12 contains 8858 members 
Mstep: Class 13 contains 14347 members 
Mstep: Class 14 contains 4791 members 
Mstep: Class 15 contains 7832 members 
Mstep: Class 16 contains 6144 members 
Mstep: Class 17 contains 153507 members 
Mstep: Class 18 contains 7439 members 
Mstep: Class 19 contains 39714 members 
Mstep: Class 20 contains 23964 members 
Mstep: Class 21 contains 6327 members 
Mstep: Class 22 contains 4029 members 
Mstep: Class 23 contains 76627 members 
Mstep: Class 24 contains 4537 members 
Mstep: Class 25 contains 4995 members 
Mstep: Class 26 contains 63994 members 
Mstep: Class 27 contains 4508 members 
Mstep: Class 28 contains 119885 members 
Mstep: Class 29 contains 13718 members 
Mstep: Class 30 contains 44672 members 
Mstep: Class 31 contains 25592 members 
Mstep: Class 32 contains 1215 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 70220 members 
Mstep: Class 35 contains 518745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984608.000000 Penalty: 123221.835938
Iteration 278Q: 36 clusters Score -1.119846e+08 nChanged 290
Entering ConstructFrom: 
Score: -111984608.000000 Penalty: 123221.835938
Entering ConstructFrom: 
Trying to split cluster 1 (9032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Entering Unmasked Estep 
Score: -737191.000000 Penalty: 2258.915283
	Iteration 0F: 2 clusters Score -737191 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -730119.375000 Penalty: 4517.830566
	Iteration 0F: 3 clusters Score -730119.4 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -732161.750000 Penalty: 4517.830566
	Iteration 1F: 3 clusters Score -732161.8 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -732518.375000 Penalty: 4517.830566
	Iteration 2F: 3 clusters Score -732518.4 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -732882.750000 Penalty: 4517.830566
	Iteration 3F: 3 clusters Score -732882.8 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -733286.750000 Penalty: 4517.830566
	Iteration 4F: 3 clusters Score -733286.8 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -733732.000000 Penalty: 4517.830566
	Iteration 5F: 3 clusters Score -733732 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -734182.812500 Penalty: 4517.830566
	Iteration 6F: 3 clusters Score -734182.8 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -734562.375000 Penalty: 4517.830566
	Iteration 7F: 3 clusters Score -734562.4 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -734840.250000 Penalty: 4517.830566
	Iteration 8Q: 3 clusters Score -734840.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -735017.875000 Penalty: 4517.830566
	Iteration 9Q: 3 clusters Score -735017.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -735155.312500 Penalty: 4517.830566
	Iteration 10Q: 3 clusters Score -735155.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -735241.875000 Penalty: 4517.830566
	Iteration 11Q: 3 clusters Score -735241.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -735299.625000 Penalty: 4517.830566
	Iteration 12Q: 3 clusters Score -735299.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -735335.437500 Penalty: 4517.830566
	Iteration 13Q: 3 clusters Score -735335.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -735356.437500 Penalty: 4517.830566
	Iteration 14Q: 3 clusters Score -735356.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -735376.187500 Penalty: 4517.830566
	Iteration 15Q: 3 clusters Score -735376.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -735388.687500 Penalty: 4517.830566
	Iteration 16Q: 3 clusters Score -735388.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -735394.875000 Penalty: 4517.830566
	Iteration 17Q: 3 clusters Score -735394.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -735398.687500 Penalty: 4517.830566
	Iteration 18Q: 3 clusters Score -735398.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -735403.437500 Penalty: 4517.830566
	Iteration 19Q: 3 clusters Score -735403.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -735401.500000 Penalty: 4517.830566
	Iteration 20F: 3 clusters Score -735401.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -735404.812500 Penalty: 4517.830566
	Iteration 21Q: 3 clusters Score -735404.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -735406.437500 Penalty: 4517.830566
	Iteration 22Q: 3 clusters Score -735406.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -735407.187500 Penalty: 4517.830566
	Iteration 23Q: 3 clusters Score -735407.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -735408.812500 Penalty: 4517.830566
	Iteration 24Q: 3 clusters Score -735408.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -735409.375000 Penalty: 4517.830566
	Iteration 25Q: 3 clusters Score -735409.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -735410.250000 Penalty: 4517.830566
	Iteration 26Q: 3 clusters Score -735410.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -735410.125000 Penalty: 4517.830566
	Iteration 27Q: 3 clusters Score -735410.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -735411.187500 Penalty: 4517.830566
	Iteration 28Q: 3 clusters Score -735411.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -735410.812500 Penalty: 4517.830566
	Iteration 29Q: 3 clusters Score -735410.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -735412.625000 Penalty: 4517.830566
	Iteration 30Q: 3 clusters Score -735412.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -735414.312500 Penalty: 4517.830566
	Iteration 31Q: 3 clusters Score -735414.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -735414.437500 Penalty: 4517.830566
	Iteration 32Q: 3 clusters Score -735414.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -735416.750000 Penalty: 4517.830566
	Iteration 33Q: 3 clusters Score -735416.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -735416.500000 Penalty: 4517.830566
	Iteration 34Q: 3 clusters Score -735416.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -735418.187500 Penalty: 4517.830566
	Iteration 35Q: 3 clusters Score -735418.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -735418.500000 Penalty: 4517.830566
	Iteration 36Q: 3 clusters Score -735418.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -735418.500000 Penalty: 4517.830566
	Iteration 37F: 3 clusters Score -735418.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Entering Unmasked Estep 
Score: -267507.000000 Penalty: 2020.455566
	Iteration 0F: 2 clusters Score -267507 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -263917.718750 Penalty: 4040.911133
	Iteration 0F: 3 clusters Score -263917.7 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -264661.125000 Penalty: 4040.911133
	Iteration 1F: 3 clusters Score -264661.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -264815.906250 Penalty: 4040.911133
	Iteration 2F: 3 clusters Score -264815.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -264914.000000 Penalty: 4040.911133
	Iteration 3Q: 3 clusters Score -264914 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -264999.062500 Penalty: 4040.911133
	Iteration 4Q: 3 clusters Score -264999.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -265045.156250 Penalty: 4040.911133
	Iteration 5Q: 3 clusters Score -265045.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -265089.781250 Penalty: 4040.911133
	Iteration 6Q: 3 clusters Score -265089.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -265125.906250 Penalty: 4040.911133
	Iteration 7Q: 3 clusters Score -265125.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -265157.906250 Penalty: 4040.911133
	Iteration 8Q: 3 clusters Score -265157.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -265190.718750 Penalty: 4040.911133
	Iteration 9Q: 3 clusters Score -265190.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -265219.468750 Penalty: 4040.911133
	Iteration 10Q: 3 clusters Score -265219.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -265240.500000 Penalty: 4040.911133
	Iteration 11Q: 3 clusters Score -265240.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -265252.500000 Penalty: 4040.911133
	Iteration 12Q: 3 clusters Score -265252.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -265263.250000 Penalty: 4040.911133
	Iteration 13Q: 3 clusters Score -265263.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -265272.031250 Penalty: 4040.911133
	Iteration 14Q: 3 clusters Score -265272 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -265277.812500 Penalty: 4040.911133
	Iteration 15Q: 3 clusters Score -265277.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -265284.250000 Penalty: 4040.911133
	Iteration 16Q: 3 clusters Score -265284.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -265293.593750 Penalty: 4040.911133
	Iteration 17Q: 3 clusters Score -265293.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -265298.843750 Penalty: 4040.911133
	Iteration 18Q: 3 clusters Score -265298.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -265304.187500 Penalty: 4040.911133
	Iteration 19Q: 3 clusters Score -265304.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -265311.187500 Penalty: 4040.911133
	Iteration 20F: 3 clusters Score -265311.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -265314.250000 Penalty: 4040.911133
	Iteration 21Q: 3 clusters Score -265314.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -265318.968750 Penalty: 4040.911133
	Iteration 22Q: 3 clusters Score -265319 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -265325.218750 Penalty: 4040.911133
	Iteration 23Q: 3 clusters Score -265325.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -265330.687500 Penalty: 4040.911133
	Iteration 24Q: 3 clusters Score -265330.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -265335.750000 Penalty: 4040.911133
	Iteration 25Q: 3 clusters Score -265335.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -265340.875000 Penalty: 4040.911133
	Iteration 26Q: 3 clusters Score -265340.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -265345.562500 Penalty: 4040.911133
	Iteration 27Q: 3 clusters Score -265345.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -265349.062500 Penalty: 4040.911133
	Iteration 28Q: 3 clusters Score -265349.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -265352.875000 Penalty: 4040.911133
	Iteration 29Q: 3 clusters Score -265352.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -265355.500000 Penalty: 4040.911133
	Iteration 30Q: 3 clusters Score -265355.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -265359.125000 Penalty: 4040.911133
	Iteration 31Q: 3 clusters Score -265359.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -265362.843750 Penalty: 4040.911133
	Iteration 32Q: 3 clusters Score -265362.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -265364.812500 Penalty: 4040.911133
	Iteration 33Q: 3 clusters Score -265364.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -265366.625000 Penalty: 4040.911133
	Iteration 34Q: 3 clusters Score -265366.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -265368.281250 Penalty: 4040.911133
	Iteration 35Q: 3 clusters Score -265368.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -265370.625000 Penalty: 4040.911133
	Iteration 36Q: 3 clusters Score -265370.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -265372.781250 Penalty: 4040.911133
	Iteration 37Q: 3 clusters Score -265372.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -265373.312500 Penalty: 4040.911133
	Iteration 38Q: 3 clusters Score -265373.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -265375.156250 Penalty: 4040.911133
	Iteration 39Q: 3 clusters Score -265375.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -265377.093750 Penalty: 4040.911133
	Iteration 40F: 3 clusters Score -265377.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -265378.187500 Penalty: 4040.911133
	Iteration 41Q: 3 clusters Score -265378.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -265379.875000 Penalty: 4040.911133
	Iteration 42Q: 3 clusters Score -265379.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -265382.812500 Penalty: 4040.911133
	Iteration 43Q: 3 clusters Score -265382.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -265386.281250 Penalty: 4040.911133
	Iteration 44Q: 3 clusters Score -265386.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -265389.531250 Penalty: 4040.911133
	Iteration 45Q: 3 clusters Score -265389.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -265394.218750 Penalty: 4040.911133
	Iteration 46Q: 3 clusters Score -265394.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -265397.718750 Penalty: 4040.911133
	Iteration 47Q: 3 clusters Score -265397.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -265401.000000 Penalty: 4040.911133
	Iteration 48Q: 3 clusters Score -265401 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -265403.437500 Penalty: 4040.911133
	Iteration 49Q: 3 clusters Score -265403.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -265404.781250 Penalty: 4040.911133
	Iteration 50Q: 3 clusters Score -265404.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -265406.406250 Penalty: 4040.911133
	Iteration 51Q: 3 clusters Score -265406.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -265409.562500 Penalty: 4040.911133
	Iteration 52Q: 3 clusters Score -265409.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -265410.781250 Penalty: 4040.911133
	Iteration 53Q: 3 clusters Score -265410.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -265413.875000 Penalty: 4040.911133
	Iteration 54Q: 3 clusters Score -265413.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -265415.343750 Penalty: 4040.911133
	Iteration 55Q: 3 clusters Score -265415.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -265417.406250 Penalty: 4040.911133
	Iteration 56Q: 3 clusters Score -265417.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -265418.062500 Penalty: 4040.911133
	Iteration 57Q: 3 clusters Score -265418.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -265417.937500 Penalty: 4040.911133
	Iteration 58Q: 3 clusters Score -265417.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -265417.937500 Penalty: 4040.911133
	Iteration 59F: 3 clusters Score -265417.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Entering Unmasked Estep 
Score: -636564.687500 Penalty: 2241.720703
	Iteration 0F: 2 clusters Score -636564.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -629925.500000 Penalty: 4483.441406
	Iteration 0F: 3 clusters Score -629925.5 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -631787.187500 Penalty: 4483.441406
	Iteration 1F: 3 clusters Score -631787.2 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -632181.125000 Penalty: 4483.441406
	Iteration 2F: 3 clusters Score -632181.1 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -632639.062500 Penalty: 4483.441406
	Iteration 3F: 3 clusters Score -632639.1 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -633184.625000 Penalty: 4483.441406
	Iteration 4F: 3 clusters Score -633184.6 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -633749.000000 Penalty: 4483.441406
	Iteration 5F: 3 clusters Score -633749 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -634287.062500 Penalty: 4483.441406
	Iteration 6F: 3 clusters Score -634287.1 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -634705.750000 Penalty: 4483.441406
	Iteration 7F: 3 clusters Score -634705.8 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -635038.562500 Penalty: 4483.441406
	Iteration 8Q: 3 clusters Score -635038.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -635307.437500 Penalty: 4483.441406
	Iteration 9Q: 3 clusters Score -635307.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -635483.750000 Penalty: 4483.441406
	Iteration 10Q: 3 clusters Score -635483.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -635574.750000 Penalty: 4483.441406
	Iteration 11Q: 3 clusters Score -635574.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -635628.375000 Penalty: 4483.441406
	Iteration 12Q: 3 clusters Score -635628.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -635660.687500 Penalty: 4483.441406
	Iteration 13Q: 3 clusters Score -635660.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -635684.062500 Penalty: 4483.441406
	Iteration 14Q: 3 clusters Score -635684.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -635698.562500 Penalty: 4483.441406
	Iteration 15Q: 3 clusters Score -635698.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -635706.562500 Penalty: 4483.441406
	Iteration 16Q: 3 clusters Score -635706.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -635713.187500 Penalty: 4483.441406
	Iteration 17Q: 3 clusters Score -635713.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -635719.625000 Penalty: 4483.441406
	Iteration 18Q: 3 clusters Score -635719.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -635720.250000 Penalty: 4483.441406
	Iteration 19Q: 3 clusters Score -635720.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -635720.625000 Penalty: 4483.441406
	Iteration 20F: 3 clusters Score -635720.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -635721.062500 Penalty: 4483.441406
	Iteration 21Q: 3 clusters Score -635721.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -635722.375000 Penalty: 4483.441406
	Iteration 22Q: 3 clusters Score -635722.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -635723.687500 Penalty: 4483.441406
	Iteration 23Q: 3 clusters Score -635723.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -635725.562500 Penalty: 4483.441406
	Iteration 24Q: 3 clusters Score -635725.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -635725.125000 Penalty: 4483.441406
	Iteration 25Q: 3 clusters Score -635725.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -635725.125000 Penalty: 4483.441406
	Iteration 26F: 3 clusters Score -635725.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Entering Unmasked Estep 
Score: -216578.859375 Penalty: 2005.124268
	Iteration 0F: 2 clusters Score -216578.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -213168.515625 Penalty: 4010.248535
	Iteration 0F: 3 clusters Score -213168.5 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -214117.812500 Penalty: 4010.248535
	Iteration 1F: 3 clusters Score -214117.8 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -214609.546875 Penalty: 4010.248535
	Iteration 2F: 3 clusters Score -214609.5 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -215006.031250 Penalty: 4010.248535
	Iteration 3F: 3 clusters Score -215006 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -215266.890625 Penalty: 4010.248535
	Iteration 4F: 3 clusters Score -215266.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -215426.593750 Penalty: 4010.248535
	Iteration 5F: 3 clusters Score -215426.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -215543.984375 Penalty: 4010.248535
	Iteration 6Q: 3 clusters Score -215544 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -215608.421875 Penalty: 4010.248535
	Iteration 7Q: 3 clusters Score -215608.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -215642.328125 Penalty: 4010.248535
	Iteration 8Q: 3 clusters Score -215642.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -215663.890625 Penalty: 4010.248535
	Iteration 9Q: 3 clusters Score -215663.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -215685.250000 Penalty: 4010.248535
	Iteration 10Q: 3 clusters Score -215685.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -215699.500000 Penalty: 4010.248535
	Iteration 11Q: 3 clusters Score -215699.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -215712.156250 Penalty: 4010.248535
	Iteration 12Q: 3 clusters Score -215712.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -215724.828125 Penalty: 4010.248535
	Iteration 13Q: 3 clusters Score -215724.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -215733.453125 Penalty: 4010.248535
	Iteration 14Q: 3 clusters Score -215733.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -215741.375000 Penalty: 4010.248535
	Iteration 15Q: 3 clusters Score -215741.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -215748.687500 Penalty: 4010.248535
	Iteration 16Q: 3 clusters Score -215748.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -215754.046875 Penalty: 4010.248535
	Iteration 17Q: 3 clusters Score -215754 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -215757.687500 Penalty: 4010.248535
	Iteration 18Q: 3 clusters Score -215757.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -215761.625000 Penalty: 4010.248535
	Iteration 19Q: 3 clusters Score -215761.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -215765.546875 Penalty: 4010.248535
	Iteration 20F: 3 clusters Score -215765.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -215767.968750 Penalty: 4010.248535
	Iteration 21Q: 3 clusters Score -215768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -215769.265625 Penalty: 4010.248535
	Iteration 22Q: 3 clusters Score -215769.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -215771.421875 Penalty: 4010.248535
	Iteration 23Q: 3 clusters Score -215771.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -215772.140625 Penalty: 4010.248535
	Iteration 24Q: 3 clusters Score -215772.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -215772.296875 Penalty: 4010.248535
	Iteration 25Q: 3 clusters Score -215772.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -215772.296875 Penalty: 4010.248535
	Iteration 26F: 3 clusters Score -215772.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (17076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Entering Unmasked Estep 
Score: -1404973.625000 Penalty: 2416.866455
	Iteration 0F: 2 clusters Score -1404974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -1392763.250000 Penalty: 4833.732910
	Iteration 0F: 3 clusters Score -1392763 nChanged 7369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -1396669.125000 Penalty: 4833.732910
	Iteration 1F: 3 clusters Score -1396669 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1397009.375000 Penalty: 4833.732910
	Iteration 2F: 3 clusters Score -1397009 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -1397277.750000 Penalty: 4833.732910
	Iteration 3Q: 3 clusters Score -1397278 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -1397588.875000 Penalty: 4833.732910
	Iteration 4Q: 3 clusters Score -1397589 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -1398002.625000 Penalty: 4833.732910
	Iteration 5Q: 3 clusters Score -1398003 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -1398537.375000 Penalty: 4833.732910
	Iteration 6Q: 3 clusters Score -1398537 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1399065.375000 Penalty: 4833.732910
	Iteration 7Q: 3 clusters Score -1399065 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -1399547.125000 Penalty: 4833.732910
	Iteration 8Q: 3 clusters Score -1399547 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1400032.000000 Penalty: 4833.732910
	Iteration 9Q: 3 clusters Score -1400032 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -1400496.375000 Penalty: 4833.732910
	Iteration 10Q: 3 clusters Score -1400496 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -1400869.625000 Penalty: 4833.732910
	Iteration 11Q: 3 clusters Score -1400870 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -1401142.750000 Penalty: 4833.732910
	Iteration 12Q: 3 clusters Score -1401143 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1401355.125000 Penalty: 4833.732910
	Iteration 13Q: 3 clusters Score -1401355 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -1401512.375000 Penalty: 4833.732910
	Iteration 14Q: 3 clusters Score -1401512 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -1401620.750000 Penalty: 4833.732910
	Iteration 15Q: 3 clusters Score -1401621 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -1401710.250000 Penalty: 4833.732910
	Iteration 16Q: 3 clusters Score -1401710 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -1401779.250000 Penalty: 4833.732910
	Iteration 17Q: 3 clusters Score -1401779 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -1401842.875000 Penalty: 4833.732910
	Iteration 18Q: 3 clusters Score -1401843 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -1401919.625000 Penalty: 4833.732910
	Iteration 19Q: 3 clusters Score -1401920 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -1401974.625000 Penalty: 4833.732910
	Iteration 20F: 3 clusters Score -1401975 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -1402032.375000 Penalty: 4833.732910
	Iteration 21Q: 3 clusters Score -1402032 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -1402089.375000 Penalty: 4833.732910
	Iteration 22Q: 3 clusters Score -1402089 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -1402145.500000 Penalty: 4833.732910
	Iteration 23Q: 3 clusters Score -1402146 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -1402197.125000 Penalty: 4833.732910
	Iteration 24Q: 3 clusters Score -1402197 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -1402256.250000 Penalty: 4833.732910
	Iteration 25Q: 3 clusters Score -1402256 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -1402298.750000 Penalty: 4833.732910
	Iteration 26Q: 3 clusters Score -1402299 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -1402337.750000 Penalty: 4833.732910
	Iteration 27Q: 3 clusters Score -1402338 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -1402385.875000 Penalty: 4833.732910
	Iteration 28Q: 3 clusters Score -1402386 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -1402438.375000 Penalty: 4833.732910
	Iteration 29Q: 3 clusters Score -1402438 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -1402485.125000 Penalty: 4833.732910
	Iteration 30Q: 3 clusters Score -1402485 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -1402531.375000 Penalty: 4833.732910
	Iteration 31Q: 3 clusters Score -1402531 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -1402570.000000 Penalty: 4833.732910
	Iteration 32Q: 3 clusters Score -1402570 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -1402600.875000 Penalty: 4833.732910
	Iteration 33Q: 3 clusters Score -1402601 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -1402617.375000 Penalty: 4833.732910
	Iteration 34Q: 3 clusters Score -1402617 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -1402649.750000 Penalty: 4833.732910
	Iteration 35Q: 3 clusters Score -1402650 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -1402675.500000 Penalty: 4833.732910
	Iteration 36Q: 3 clusters Score -1402676 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -1402707.250000 Penalty: 4833.732910
	Iteration 37Q: 3 clusters Score -1402707 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -1402729.500000 Penalty: 4833.732910
	Iteration 38Q: 3 clusters Score -1402730 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -1402755.125000 Penalty: 4833.732910
	Iteration 39Q: 3 clusters Score -1402755 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -1402780.250000 Penalty: 4833.732910
	Iteration 40F: 3 clusters Score -1402780 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -1402810.125000 Penalty: 4833.732910
	Iteration 41Q: 3 clusters Score -1402810 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -1402835.375000 Penalty: 4833.732910
	Iteration 42Q: 3 clusters Score -1402835 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -1402869.875000 Penalty: 4833.732910
	Iteration 43Q: 3 clusters Score -1402870 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -1402897.625000 Penalty: 4833.732910
	Iteration 44Q: 3 clusters Score -1402898 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -1402926.000000 Penalty: 4833.732910
	Iteration 45Q: 3 clusters Score -1402926 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -1402964.000000 Penalty: 4833.732910
	Iteration 46Q: 3 clusters Score -1402964 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -1402991.500000 Penalty: 4833.732910
	Iteration 47Q: 3 clusters Score -1402992 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
Score: -1403030.625000 Penalty: 4833.732910
	Iteration 48Q: 3 clusters Score -1403031 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -1403056.625000 Penalty: 4833.732910
	Iteration 49Q: 3 clusters Score -1403057 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -1403086.625000 Penalty: 4833.732910
	Iteration 50Q: 3 clusters Score -1403087 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -1403110.375000 Penalty: 4833.732910
	Iteration 51Q: 3 clusters Score -1403110 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -1403135.500000 Penalty: 4833.732910
	Iteration 52Q: 3 clusters Score -1403136 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -1403155.625000 Penalty: 4833.732910
	Iteration 53Q: 3 clusters Score -1403156 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -1403185.125000 Penalty: 4833.732910
	Iteration 54Q: 3 clusters Score -1403185 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -1403200.125000 Penalty: 4833.732910
	Iteration 55Q: 3 clusters Score -1403200 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -1403224.875000 Penalty: 4833.732910
	Iteration 56Q: 3 clusters Score -1403225 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -1403246.375000 Penalty: 4833.732910
	Iteration 57Q: 3 clusters Score -1403246 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -1403272.500000 Penalty: 4833.732910
	Iteration 58Q: 3 clusters Score -1403272 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -1403299.000000 Penalty: 4833.732910
	Iteration 59Q: 3 clusters Score -1403299 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -1403318.250000 Penalty: 4833.732910
	Iteration 60F: 3 clusters Score -1403318 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
Score: -1403342.250000 Penalty: 4833.732910
	Iteration 61Q: 3 clusters Score -1403342 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -1403370.250000 Penalty: 4833.732910
	Iteration 62Q: 3 clusters Score -1403370 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -1403386.375000 Penalty: 4833.732910
	Iteration 63Q: 3 clusters Score -1403386 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -1403397.750000 Penalty: 4833.732910
	Iteration 64Q: 3 clusters Score -1403398 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -1403425.625000 Penalty: 4833.732910
	Iteration 65Q: 3 clusters Score -1403426 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -1403449.750000 Penalty: 4833.732910
	Iteration 66Q: 3 clusters Score -1403450 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -1403459.875000 Penalty: 4833.732910
	Iteration 67Q: 3 clusters Score -1403460 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 14985 members 
Entering Unmasked Estep 
Score: -1403469.875000 Penalty: 4833.732910
	Iteration 68Q: 3 clusters Score -1403470 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -1403474.500000 Penalty: 4833.732910
	Iteration 69Q: 3 clusters Score -1403474 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -1403482.125000 Penalty: 4833.732910
	Iteration 70Q: 3 clusters Score -1403482 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -1403485.500000 Penalty: 4833.732910
	Iteration 71Q: 3 clusters Score -1403486 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -1403486.125000 Penalty: 4833.732910
	Iteration 72Q: 3 clusters Score -1403486 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -1403497.500000 Penalty: 4833.732910
	Iteration 73Q: 3 clusters Score -1403498 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
Score: -1403503.750000 Penalty: 4833.732910
	Iteration 74Q: 3 clusters Score -1403504 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -1403517.250000 Penalty: 4833.732910
	Iteration 75Q: 3 clusters Score -1403517 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 15201 members 
Entering Unmasked Estep 
Score: -1403519.875000 Penalty: 4833.732910
	Iteration 76Q: 3 clusters Score -1403520 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -1403524.750000 Penalty: 4833.732910
	Iteration 77Q: 3 clusters Score -1403525 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -1403542.875000 Penalty: 4833.732910
	Iteration 78Q: 3 clusters Score -1403543 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
Score: -1403555.875000 Penalty: 4833.732910
	Iteration 79Q: 3 clusters Score -1403556 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -1403566.750000 Penalty: 4833.732910
	Iteration 80F: 3 clusters Score -1403567 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 15395 members 
Entering Unmasked Estep 
Score: -1403578.625000 Penalty: 4833.732910
	Iteration 81Q: 3 clusters Score -1403579 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 15429 members 
Entering Unmasked Estep 
Score: -1403590.250000 Penalty: 4833.732910
	Iteration 82Q: 3 clusters Score -1403590 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -1403593.875000 Penalty: 4833.732910
	Iteration 83Q: 3 clusters Score -1403594 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 15477 members 
Entering Unmasked Estep 
Score: -1403601.625000 Penalty: 4833.732910
	Iteration 84Q: 3 clusters Score -1403602 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -1403605.125000 Penalty: 4833.732910
	Iteration 85Q: 3 clusters Score -1403605 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -1403611.000000 Penalty: 4833.732910
	Iteration 86Q: 3 clusters Score -1403611 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -1403618.000000 Penalty: 4833.732910
	Iteration 87Q: 3 clusters Score -1403618 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -1403620.750000 Penalty: 4833.732910
	Iteration 88Q: 3 clusters Score -1403621 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 15552 members 
Entering Unmasked Estep 
Score: -1403624.250000 Penalty: 4833.732910
	Iteration 89Q: 3 clusters Score -1403624 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 15568 members 
Entering Unmasked Estep 
Score: -1403625.625000 Penalty: 4833.732910
	Iteration 90Q: 3 clusters Score -1403626 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 15580 members 
Entering Unmasked Estep 
Score: -1403629.375000 Penalty: 4833.732910
	Iteration 91Q: 3 clusters Score -1403629 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 15588 members 
Entering Unmasked Estep 
Score: -1403632.250000 Penalty: 4833.732910
	Iteration 92Q: 3 clusters Score -1403632 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
Score: -1403637.750000 Penalty: 4833.732910
	Iteration 93Q: 3 clusters Score -1403638 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 15610 members 
Entering Unmasked Estep 
Score: -1403638.500000 Penalty: 4833.732910
	Iteration 94Q: 3 clusters Score -1403638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -1403640.000000 Penalty: 4833.732910
	Iteration 95Q: 3 clusters Score -1403640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -1403642.000000 Penalty: 4833.732910
	Iteration 96Q: 3 clusters Score -1403642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -1403641.625000 Penalty: 4833.732910
	Iteration 97Q: 3 clusters Score -1403642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -1403640.500000 Penalty: 4833.732910
	Iteration 98Q: 3 clusters Score -1403640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 15630 members 
Entering Unmasked Estep 
Score: -1403644.875000 Penalty: 4833.732910
	Iteration 99Q: 3 clusters Score -1403645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 15631 members 
Entering Unmasked Estep 
Score: -1403645.375000 Penalty: 4833.732910
	Iteration 100F: 3 clusters Score -1403645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
Score: -1403644.625000 Penalty: 4833.732910
	Iteration 101Q: 3 clusters Score -1403645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -1403647.125000 Penalty: 4833.732910
	Iteration 102Q: 3 clusters Score -1403647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -1403644.875000 Penalty: 4833.732910
	Iteration 103Q: 3 clusters Score -1403645 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -1403647.500000 Penalty: 4833.732910
	Iteration 104Q: 3 clusters Score -1403648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 15647 members 
Entering Unmasked Estep 
Score: -1403644.500000 Penalty: 4833.732910
	Iteration 105Q: 3 clusters Score -1403644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -1403646.375000 Penalty: 4833.732910
	Iteration 106Q: 3 clusters Score -1403646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -1403646.375000 Penalty: 4833.732910
	Iteration 107Q: 3 clusters Score -1403646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
Score: -1403646.375000 Penalty: 4833.732910
	Iteration 108Q: 3 clusters Score -1403646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -1403646.250000 Penalty: 4833.732910
	Iteration 109Q: 3 clusters Score -1403646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 15659 members 
Entering Unmasked Estep 
Score: -1403647.125000 Penalty: 4833.732910
	Iteration 110Q: 3 clusters Score -1403647 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 15659 members 
Entering Unmasked Estep 
Score: -1403647.125000 Penalty: 4833.732910
	Iteration 111F: 3 clusters Score -1403647 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (28287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28287 members 
Entering Unmasked Estep 
Score: -2323717.500000 Penalty: 2542.039062
	Iteration 0F: 2 clusters Score -2323718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -2304341.250000 Penalty: 5084.078125
	Iteration 0F: 3 clusters Score -2304341 nChanged 12594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -2311172.500000 Penalty: 5084.078125
	Iteration 1F: 3 clusters Score -2311172 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15620 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -2311654.750000 Penalty: 5084.078125
	Iteration 2Q: 3 clusters Score -2311655 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16254 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -2312131.250000 Penalty: 5084.078125
	Iteration 3Q: 3 clusters Score -2312131 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -2312714.000000 Penalty: 5084.078125
	Iteration 4Q: 3 clusters Score -2312714 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -2313453.500000 Penalty: 5084.078125
	Iteration 5Q: 3 clusters Score -2313454 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19673 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -2314489.500000 Penalty: 5084.078125
	Iteration 6F: 3 clusters Score -2314490 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21308 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -2315768.750000 Penalty: 5084.078125
	Iteration 7F: 3 clusters Score -2315769 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23032 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -2317206.500000 Penalty: 5084.078125
	Iteration 8F: 3 clusters Score -2317206 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24621 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -2318559.750000 Penalty: 5084.078125
	Iteration 9F: 3 clusters Score -2318560 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25928 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -2319694.000000 Penalty: 5084.078125
	Iteration 10Q: 3 clusters Score -2319694 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26788 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -2320421.750000 Penalty: 5084.078125
	Iteration 11Q: 3 clusters Score -2320422 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27261 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -2320841.750000 Penalty: 5084.078125
	Iteration 12Q: 3 clusters Score -2320842 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27560 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -2321128.000000 Penalty: 5084.078125
	Iteration 13Q: 3 clusters Score -2321128 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27715 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -2321286.500000 Penalty: 5084.078125
	Iteration 14Q: 3 clusters Score -2321286 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27793 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -2321372.750000 Penalty: 5084.078125
	Iteration 15Q: 3 clusters Score -2321373 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27840 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -2321414.000000 Penalty: 5084.078125
	Iteration 16Q: 3 clusters Score -2321414 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27871 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -2321453.000000 Penalty: 5084.078125
	Iteration 17Q: 3 clusters Score -2321453 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27888 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -2321474.500000 Penalty: 5084.078125
	Iteration 18Q: 3 clusters Score -2321474 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27909 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2321496.750000 Penalty: 5084.078125
	Iteration 19Q: 3 clusters Score -2321497 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27921 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -2321512.000000 Penalty: 5084.078125
	Iteration 20F: 3 clusters Score -2321512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27924 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -2321515.250000 Penalty: 5084.078125
	Iteration 21Q: 3 clusters Score -2321515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27928 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -2321521.750000 Penalty: 5084.078125
	Iteration 22Q: 3 clusters Score -2321522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27932 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2321528.500000 Penalty: 5084.078125
	Iteration 23Q: 3 clusters Score -2321528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27936 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -2321536.500000 Penalty: 5084.078125
	Iteration 24Q: 3 clusters Score -2321536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27942 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -2321539.500000 Penalty: 5084.078125
	Iteration 25Q: 3 clusters Score -2321540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27943 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -2321539.750000 Penalty: 5084.078125
	Iteration 26Q: 3 clusters Score -2321540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27946 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -2321543.250000 Penalty: 5084.078125
	Iteration 27Q: 3 clusters Score -2321543 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27951 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2321554.500000 Penalty: 5084.078125
	Iteration 28Q: 3 clusters Score -2321554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27956 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -2321558.000000 Penalty: 5084.078125
	Iteration 29Q: 3 clusters Score -2321558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27959 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -2321559.250000 Penalty: 5084.078125
	Iteration 30Q: 3 clusters Score -2321559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27960 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -2321561.250000 Penalty: 5084.078125
	Iteration 31Q: 3 clusters Score -2321561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27959 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -2321561.250000 Penalty: 5084.078125
	Iteration 32Q: 3 clusters Score -2321561 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27959 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -2321561.250000 Penalty: 5084.078125
	Iteration 33F: 3 clusters Score -2321561 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (19084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19084 members 
Entering Unmasked Estep 
Score: -1332518.875000 Penalty: 2444.438232
	Iteration 0F: 2 clusters Score -1332519 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -1319113.000000 Penalty: 4888.876465
	Iteration 0F: 3 clusters Score -1319113 nChanged 8303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -1324044.250000 Penalty: 4888.876465
	Iteration 1F: 3 clusters Score -1324044 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -1325106.375000 Penalty: 4888.876465
	Iteration 2F: 3 clusters Score -1325106 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -1326186.750000 Penalty: 4888.876465
	Iteration 3F: 3 clusters Score -1326187 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -1327175.000000 Penalty: 4888.876465
	Iteration 4F: 3 clusters Score -1327175 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -1327908.625000 Penalty: 4888.876465
	Iteration 5F: 3 clusters Score -1327909 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -1328410.875000 Penalty: 4888.876465
	Iteration 6Q: 3 clusters Score -1328411 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -1328758.375000 Penalty: 4888.876465
	Iteration 7Q: 3 clusters Score -1328758 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -1329008.250000 Penalty: 4888.876465
	Iteration 8Q: 3 clusters Score -1329008 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -1329214.625000 Penalty: 4888.876465
	Iteration 9Q: 3 clusters Score -1329215 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -1329422.375000 Penalty: 4888.876465
	Iteration 10Q: 3 clusters Score -1329422 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -1329585.625000 Penalty: 4888.876465
	Iteration 11Q: 3 clusters Score -1329586 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -1329716.000000 Penalty: 4888.876465
	Iteration 12Q: 3 clusters Score -1329716 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -1329822.250000 Penalty: 4888.876465
	Iteration 13Q: 3 clusters Score -1329822 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -1329932.125000 Penalty: 4888.876465
	Iteration 14Q: 3 clusters Score -1329932 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -1330047.375000 Penalty: 4888.876465
	Iteration 15Q: 3 clusters Score -1330047 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -1330172.875000 Penalty: 4888.876465
	Iteration 16Q: 3 clusters Score -1330173 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -1330320.500000 Penalty: 4888.876465
	Iteration 17Q: 3 clusters Score -1330320 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -1330452.750000 Penalty: 4888.876465
	Iteration 18Q: 3 clusters Score -1330453 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -1330539.625000 Penalty: 4888.876465
	Iteration 19Q: 3 clusters Score -1330540 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -1330609.500000 Penalty: 4888.876465
	Iteration 20F: 3 clusters Score -1330610 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -1330657.500000 Penalty: 4888.876465
	Iteration 21Q: 3 clusters Score -1330658 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -1330690.000000 Penalty: 4888.876465
	Iteration 22Q: 3 clusters Score -1330690 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -1330710.125000 Penalty: 4888.876465
	Iteration 23Q: 3 clusters Score -1330710 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -1330725.000000 Penalty: 4888.876465
	Iteration 24Q: 3 clusters Score -1330725 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -1330740.625000 Penalty: 4888.876465
	Iteration 25Q: 3 clusters Score -1330741 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -1330753.875000 Penalty: 4888.876465
	Iteration 26Q: 3 clusters Score -1330754 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -1330772.875000 Penalty: 4888.876465
	Iteration 27Q: 3 clusters Score -1330773 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -1330790.000000 Penalty: 4888.876465
	Iteration 28Q: 3 clusters Score -1330790 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -1330812.625000 Penalty: 4888.876465
	Iteration 29Q: 3 clusters Score -1330813 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -1330833.125000 Penalty: 4888.876465
	Iteration 30Q: 3 clusters Score -1330833 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -1330854.000000 Penalty: 4888.876465
	Iteration 31Q: 3 clusters Score -1330854 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -1330881.125000 Penalty: 4888.876465
	Iteration 32Q: 3 clusters Score -1330881 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -1330913.500000 Penalty: 4888.876465
	Iteration 33Q: 3 clusters Score -1330914 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -1330949.500000 Penalty: 4888.876465
	Iteration 34Q: 3 clusters Score -1330950 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -1330995.375000 Penalty: 4888.876465
	Iteration 35Q: 3 clusters Score -1330995 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -1331068.125000 Penalty: 4888.876465
	Iteration 36Q: 3 clusters Score -1331068 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -1331173.375000 Penalty: 4888.876465
	Iteration 37Q: 3 clusters Score -1331173 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
Score: -1331326.250000 Penalty: 4888.876465
	Iteration 38Q: 3 clusters Score -1331326 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -1331468.125000 Penalty: 4888.876465
	Iteration 39Q: 3 clusters Score -1331468 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -1331678.250000 Penalty: 4888.876465
	Iteration 40F: 3 clusters Score -1331678 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -1331863.250000 Penalty: 4888.876465
	Iteration 41Q: 3 clusters Score -1331863 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -1332003.875000 Penalty: 4888.876465
	Iteration 42Q: 3 clusters Score -1332004 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -1332078.625000 Penalty: 4888.876465
	Iteration 43Q: 3 clusters Score -1332079 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -1332124.500000 Penalty: 4888.876465
	Iteration 44Q: 3 clusters Score -1332124 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -1332149.750000 Penalty: 4888.876465
	Iteration 45Q: 3 clusters Score -1332150 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -1332164.125000 Penalty: 4888.876465
	Iteration 46Q: 3 clusters Score -1332164 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
Score: -1332186.375000 Penalty: 4888.876465
	Iteration 47Q: 3 clusters Score -1332186 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 14971 members 
Entering Unmasked Estep 
Score: -1332196.625000 Penalty: 4888.876465
	Iteration 48Q: 3 clusters Score -1332197 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -1332204.500000 Penalty: 4888.876465
	Iteration 49Q: 3 clusters Score -1332204 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 14975 members 
Entering Unmasked Estep 
Score: -1332210.000000 Penalty: 4888.876465
	Iteration 50Q: 3 clusters Score -1332210 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 14971 members 
Entering Unmasked Estep 
Score: -1332211.500000 Penalty: 4888.876465
	Iteration 51Q: 3 clusters Score -1332212 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 14966 members 
Entering Unmasked Estep 
Score: -1332217.250000 Penalty: 4888.876465
	Iteration 52Q: 3 clusters Score -1332217 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 14960 members 
Entering Unmasked Estep 
Score: -1332216.875000 Penalty: 4888.876465
	Iteration 53Q: 3 clusters Score -1332217 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
Score: -1332217.250000 Penalty: 4888.876465
	Iteration 54Q: 3 clusters Score -1332217 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -1332220.125000 Penalty: 4888.876465
	Iteration 55Q: 3 clusters Score -1332220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -1332217.500000 Penalty: 4888.876465
	Iteration 56Q: 3 clusters Score -1332218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -1332216.250000 Penalty: 4888.876465
	Iteration 57Q: 3 clusters Score -1332216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -1332216.625000 Penalty: 4888.876465
	Iteration 58Q: 3 clusters Score -1332217 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -1332218.500000 Penalty: 4888.876465
	Iteration 59Q: 3 clusters Score -1332218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -1332218.875000 Penalty: 4888.876465
	Iteration 60F: 3 clusters Score -1332219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -1332219.125000 Penalty: 4888.876465
	Iteration 61Q: 3 clusters Score -1332219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -1332220.000000 Penalty: 4888.876465
	Iteration 62Q: 3 clusters Score -1332220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -1332220.000000 Penalty: 4888.876465
	Iteration 63F: 3 clusters Score -1332220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Entering Unmasked Estep 
Score: -511337.031250 Penalty: 2177.711426
	Iteration 0F: 2 clusters Score -511337 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -505924.843750 Penalty: 4355.422852
	Iteration 0F: 3 clusters Score -505924.8 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -507329.281250 Penalty: 4355.422852
	Iteration 1F: 3 clusters Score -507329.3 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -507562.687500 Penalty: 4355.422852
	Iteration 2F: 3 clusters Score -507562.7 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -507735.625000 Penalty: 4355.422852
	Iteration 3F: 3 clusters Score -507735.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -507855.093750 Penalty: 4355.422852
	Iteration 4Q: 3 clusters Score -507855.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -507939.468750 Penalty: 4355.422852
	Iteration 5Q: 3 clusters Score -507939.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -508005.687500 Penalty: 4355.422852
	Iteration 6Q: 3 clusters Score -508005.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -508058.968750 Penalty: 4355.422852
	Iteration 7Q: 3 clusters Score -508059 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -508110.031250 Penalty: 4355.422852
	Iteration 8Q: 3 clusters Score -508110 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -508157.031250 Penalty: 4355.422852
	Iteration 9Q: 3 clusters Score -508157 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -508206.843750 Penalty: 4355.422852
	Iteration 10Q: 3 clusters Score -508206.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -508252.062500 Penalty: 4355.422852
	Iteration 11Q: 3 clusters Score -508252.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -508290.281250 Penalty: 4355.422852
	Iteration 12Q: 3 clusters Score -508290.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -508336.843750 Penalty: 4355.422852
	Iteration 13Q: 3 clusters Score -508336.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -508387.687500 Penalty: 4355.422852
	Iteration 14Q: 3 clusters Score -508387.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -508434.562500 Penalty: 4355.422852
	Iteration 15Q: 3 clusters Score -508434.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -508478.593750 Penalty: 4355.422852
	Iteration 16Q: 3 clusters Score -508478.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -508530.718750 Penalty: 4355.422852
	Iteration 17Q: 3 clusters Score -508530.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -508597.437500 Penalty: 4355.422852
	Iteration 18Q: 3 clusters Score -508597.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -508681.125000 Penalty: 4355.422852
	Iteration 19Q: 3 clusters Score -508681.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -508761.250000 Penalty: 4355.422852
	Iteration 20F: 3 clusters Score -508761.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -508862.343750 Penalty: 4355.422852
	Iteration 21Q: 3 clusters Score -508862.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -509002.281250 Penalty: 4355.422852
	Iteration 22Q: 3 clusters Score -509002.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -509163.906250 Penalty: 4355.422852
	Iteration 23Q: 3 clusters Score -509163.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -509340.250000 Penalty: 4355.422852
	Iteration 24Q: 3 clusters Score -509340.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -509496.937500 Penalty: 4355.422852
	Iteration 25Q: 3 clusters Score -509496.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -509632.343750 Penalty: 4355.422852
	Iteration 26Q: 3 clusters Score -509632.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -509726.781250 Penalty: 4355.422852
	Iteration 27Q: 3 clusters Score -509726.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -509792.843750 Penalty: 4355.422852
	Iteration 28Q: 3 clusters Score -509792.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -509850.625000 Penalty: 4355.422852
	Iteration 29Q: 3 clusters Score -509850.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -509885.750000 Penalty: 4355.422852
	Iteration 30Q: 3 clusters Score -509885.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -509903.218750 Penalty: 4355.422852
	Iteration 31Q: 3 clusters Score -509903.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -509911.031250 Penalty: 4355.422852
	Iteration 32Q: 3 clusters Score -509911 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -509916.125000 Penalty: 4355.422852
	Iteration 33Q: 3 clusters Score -509916.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -509923.031250 Penalty: 4355.422852
	Iteration 34Q: 3 clusters Score -509923 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -509926.312500 Penalty: 4355.422852
	Iteration 35Q: 3 clusters Score -509926.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -509929.000000 Penalty: 4355.422852
	Iteration 36Q: 3 clusters Score -509929 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -509931.468750 Penalty: 4355.422852
	Iteration 37Q: 3 clusters Score -509931.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -509933.906250 Penalty: 4355.422852
	Iteration 38Q: 3 clusters Score -509933.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -509935.000000 Penalty: 4355.422852
	Iteration 39Q: 3 clusters Score -509935 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -509936.031250 Penalty: 4355.422852
	Iteration 40F: 3 clusters Score -509936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -509939.031250 Penalty: 4355.422852
	Iteration 41Q: 3 clusters Score -509939 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -509939.906250 Penalty: 4355.422852
	Iteration 42Q: 3 clusters Score -509939.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -509939.343750 Penalty: 4355.422852
	Iteration 43Q: 3 clusters Score -509939.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -509940.031250 Penalty: 4355.422852
	Iteration 44Q: 3 clusters Score -509940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -509939.968750 Penalty: 4355.422852
	Iteration 45Q: 3 clusters Score -509940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -509939.875000 Penalty: 4355.422852
	Iteration 46Q: 3 clusters Score -509939.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -509940.031250 Penalty: 4355.422852
	Iteration 47Q: 3 clusters Score -509940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -509940.093750 Penalty: 4355.422852
	Iteration 48Q: 3 clusters Score -509940.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -509940.968750 Penalty: 4355.422852
	Iteration 49Q: 3 clusters Score -509941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -509941.531250 Penalty: 4355.422852
	Iteration 50Q: 3 clusters Score -509941.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -509941.125000 Penalty: 4355.422852
	Iteration 51Q: 3 clusters Score -509941.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -509941.843750 Penalty: 4355.422852
	Iteration 52Q: 3 clusters Score -509941.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -509942.937500 Penalty: 4355.422852
	Iteration 53Q: 3 clusters Score -509942.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -509943.281250 Penalty: 4355.422852
	Iteration 54Q: 3 clusters Score -509943.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -509942.937500 Penalty: 4355.422852
	Iteration 55Q: 3 clusters Score -509942.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -509942.937500 Penalty: 4355.422852
	Iteration 56F: 3 clusters Score -509942.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (60629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60629 members 
Entering Unmasked Estep 
Score: -4752080.000000 Penalty: 2731.106934
	Iteration 0F: 2 clusters Score -4752080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30288 members 
Mstep: Class 2 contains 30341 members 
Entering Unmasked Estep 
Score: -4711396.500000 Penalty: 5462.213867
	Iteration 0F: 3 clusters Score -4711396 nChanged 28036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29866 members 
Mstep: Class 2 contains 30763 members 
Entering Unmasked Estep 
Score: -4727157.000000 Penalty: 5462.213867
	Iteration 1F: 3 clusters Score -4727157 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29473 members 
Mstep: Class 2 contains 31156 members 
Entering Unmasked Estep 
Score: -4727702.500000 Penalty: 5462.213867
	Iteration 2Q: 3 clusters Score -4727702 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28939 members 
Mstep: Class 2 contains 31690 members 
Entering Unmasked Estep 
Score: -4728167.000000 Penalty: 5462.213867
	Iteration 3Q: 3 clusters Score -4728167 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28194 members 
Mstep: Class 2 contains 32435 members 
Entering Unmasked Estep 
Score: -4728619.000000 Penalty: 5462.213867
	Iteration 4Q: 3 clusters Score -4728619 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27164 members 
Mstep: Class 2 contains 33465 members 
Entering Unmasked Estep 
Score: -4729144.000000 Penalty: 5462.213867
	Iteration 5Q: 3 clusters Score -4729144 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25584 members 
Mstep: Class 2 contains 35045 members 
Entering Unmasked Estep 
Score: -4729943.500000 Penalty: 5462.213867
	Iteration 6Q: 3 clusters Score -4729944 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23319 members 
Mstep: Class 2 contains 37310 members 
Entering Unmasked Estep 
Score: -4731068.000000 Penalty: 5462.213867
	Iteration 7Q: 3 clusters Score -4731068 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20352 members 
Mstep: Class 2 contains 40277 members 
Entering Unmasked Estep 
Score: -4732817.000000 Penalty: 5462.213867
	Iteration 8F: 3 clusters Score -4732817 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16676 members 
Mstep: Class 2 contains 43953 members 
Entering Unmasked Estep 
Score: -4735343.000000 Penalty: 5462.213867
	Iteration 9F: 3 clusters Score -4735343 nChanged 4330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 48193 members 
Entering Unmasked Estep 
Score: -4738764.000000 Penalty: 5462.213867
	Iteration 10F: 3 clusters Score -4738764 nChanged 4448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 52611 members 
Entering Unmasked Estep 
Score: -4742769.000000 Penalty: 5462.213867
	Iteration 11F: 3 clusters Score -4742769 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 56110 members 
Entering Unmasked Estep 
Score: -4746070.000000 Penalty: 5462.213867
	Iteration 12F: 3 clusters Score -4746070 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 58346 members 
Entering Unmasked Estep 
Score: -4748161.500000 Penalty: 5462.213867
	Iteration 13Q: 3 clusters Score -4748162 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 59406 members 
Entering Unmasked Estep 
Score: -4749037.500000 Penalty: 5462.213867
	Iteration 14Q: 3 clusters Score -4749038 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 59851 members 
Entering Unmasked Estep 
Score: -4749428.000000 Penalty: 5462.213867
	Iteration 15Q: 3 clusters Score -4749428 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 60028 members 
Entering Unmasked Estep 
Score: -4749587.500000 Penalty: 5462.213867
	Iteration 16Q: 3 clusters Score -4749588 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 60104 members 
Entering Unmasked Estep 
Score: -4749655.500000 Penalty: 5462.213867
	Iteration 17Q: 3 clusters Score -4749656 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 60143 members 
Entering Unmasked Estep 
Score: -4749703.000000 Penalty: 5462.213867
	Iteration 18Q: 3 clusters Score -4749703 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 60171 members 
Entering Unmasked Estep 
Score: -4749720.000000 Penalty: 5462.213867
	Iteration 19Q: 3 clusters Score -4749720 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 60187 members 
Entering Unmasked Estep 
Score: -4749745.500000 Penalty: 5462.213867
	Iteration 20F: 3 clusters Score -4749746 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 60196 members 
Entering Unmasked Estep 
Score: -4749752.000000 Penalty: 5462.213867
	Iteration 21Q: 3 clusters Score -4749752 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 60200 members 
Entering Unmasked Estep 
Score: -4749770.000000 Penalty: 5462.213867
	Iteration 22Q: 3 clusters Score -4749770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 60209 members 
Entering Unmasked Estep 
Score: -4749779.500000 Penalty: 5462.213867
	Iteration 23Q: 3 clusters Score -4749780 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 60212 members 
Entering Unmasked Estep 
Score: -4749783.000000 Penalty: 5462.213867
	Iteration 24Q: 3 clusters Score -4749783 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 60220 members 
Entering Unmasked Estep 
Score: -4749790.500000 Penalty: 5462.213867
	Iteration 25Q: 3 clusters Score -4749790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 60221 members 
Entering Unmasked Estep 
Score: -4749792.500000 Penalty: 5462.213867
	Iteration 26Q: 3 clusters Score -4749792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 60224 members 
Entering Unmasked Estep 
Score: -4749795.500000 Penalty: 5462.213867
	Iteration 27Q: 3 clusters Score -4749796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 60230 members 
Entering Unmasked Estep 
Score: -4749802.500000 Penalty: 5462.213867
	Iteration 28Q: 3 clusters Score -4749802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 60234 members 
Entering Unmasked Estep 
Score: -4749809.000000 Penalty: 5462.213867
	Iteration 29Q: 3 clusters Score -4749809 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 60239 members 
Entering Unmasked Estep 
Score: -4749822.000000 Penalty: 5462.213867
	Iteration 30Q: 3 clusters Score -4749822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 60245 members 
Entering Unmasked Estep 
Score: -4749832.500000 Penalty: 5462.213867
	Iteration 31Q: 3 clusters Score -4749832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 60246 members 
Entering Unmasked Estep 
Score: -4749831.500000 Penalty: 5462.213867
	Iteration 32Q: 3 clusters Score -4749832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 60247 members 
Entering Unmasked Estep 
Score: -4749833.000000 Penalty: 5462.213867
	Iteration 33Q: 3 clusters Score -4749833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 60249 members 
Entering Unmasked Estep 
Score: -4749833.000000 Penalty: 5462.213867
	Iteration 34Q: 3 clusters Score -4749833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 60250 members 
Entering Unmasked Estep 
Score: -4749834.500000 Penalty: 5462.213867
	Iteration 35Q: 3 clusters Score -4749834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 60252 members 
Entering Unmasked Estep 
Score: -4749837.000000 Penalty: 5462.213867
	Iteration 36Q: 3 clusters Score -4749837 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 60252 members 
Entering Unmasked Estep 
Score: -4749837.000000 Penalty: 5462.213867
	Iteration 37F: 3 clusters Score -4749837 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (70287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70287 members 
Entering Unmasked Estep 
Score: -5678192.000000 Penalty: 2767.764893
	Iteration 0F: 2 clusters Score -5678192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34972 members 
Mstep: Class 2 contains 35315 members 
Entering Unmasked Estep 
Score: -5631161.000000 Penalty: 5535.529785
	Iteration 0F: 3 clusters Score -5631161 nChanged 32733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34583 members 
Mstep: Class 2 contains 35704 members 
Entering Unmasked Estep 
Score: -5649862.000000 Penalty: 5535.529785
	Iteration 1F: 3 clusters Score -5649862 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34569 members 
Mstep: Class 2 contains 35718 members 
Entering Unmasked Estep 
Score: -5650740.000000 Penalty: 5535.529785
	Iteration 2Q: 3 clusters Score -5650740 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34589 members 
Mstep: Class 2 contains 35698 members 
Entering Unmasked Estep 
Score: -5651812.500000 Penalty: 5535.529785
	Iteration 3Q: 3 clusters Score -5651812 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34691 members 
Mstep: Class 2 contains 35596 members 
Entering Unmasked Estep 
Score: -5653456.000000 Penalty: 5535.529785
	Iteration 4Q: 3 clusters Score -5653456 nChanged 3902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34971 members 
Mstep: Class 2 contains 35316 members 
Entering Unmasked Estep 
Score: -5655558.000000 Penalty: 5535.529785
	Iteration 5F: 3 clusters Score -5655558 nChanged 4203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35440 members 
Mstep: Class 2 contains 34847 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -5657977 nChanged 4265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36129 members 
Mstep: Class 2 contains 34158 members 
Entering Unmasked Estep 
Score: -5660240.500000 Penalty: 5535.529785
	Iteration 7F: 3 clusters Score -5660240 nChanged 3994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36873 members 
Mstep: Class 2 contains 33414 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -5662275 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37532 members 
Mstep: Class 2 contains 32755 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -5663887 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38139 members 
Mstep: Class 2 contains 32148 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -5665149 nChanged 2488
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38613 members 
Mstep: Class 2 contains 31674 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -5666012 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39036 members 
Mstep: Class 2 contains 31251 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -5666700 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39396 members 
Mstep: Class 2 contains 30891 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -5667254 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39754 members 
Mstep: Class 2 contains 30533 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -5667676 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40031 members 
Mstep: Class 2 contains 30256 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -5668006 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40291 members 
Mstep: Class 2 contains 29996 members 
Entering Unmasked Estep 
Score: -5668331.500000 Penalty: 5535.529785
	Iteration 16Q: 3 clusters Score -5668332 nChanged 1208
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40561 members 
Mstep: Class 2 contains 29726 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -5668616 nChanged 1097
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40808 members 
Mstep: Class 2 contains 29479 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -5668884 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41052 members 
Mstep: Class 2 contains 29235 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -5669116 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41259 members 
Mstep: Class 2 contains 29028 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -5669366 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41462 members 
Mstep: Class 2 contains 28825 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -5669626 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41581 members 
Mstep: Class 2 contains 28706 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -5669952 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41709 members 
Mstep: Class 2 contains 28578 members 
Entering Unmasked Estep 
Score: -5670288.500000 Penalty: 5535.529785
	Iteration 23Q: 3 clusters Score -5670288 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41833 members 
Mstep: Class 2 contains 28454 members 
Entering Unmasked Estep 
Score: -5670584.500000 Penalty: 5535.529785
	Iteration 24Q: 3 clusters Score -5670584 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41914 members 
Mstep: Class 2 contains 28373 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -5670935 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41930 members 
Mstep: Class 2 contains 28357 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -5671256 nChanged 1099
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41897 members 
Mstep: Class 2 contains 28390 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5671600 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41817 members 
Mstep: Class 2 contains 28470 members 
Entering Unmasked Estep 
Score: -5671901.500000 Penalty: 5535.529785
	Iteration 28Q: 3 clusters Score -5671902 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41655 members 
Mstep: Class 2 contains 28632 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5672222 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41475 members 
Mstep: Class 2 contains 28812 members 
Entering Unmasked Estep 
Score: -5672455.500000 Penalty: 5535.529785
	Iteration 30Q: 3 clusters Score -5672456 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41272 members 
Mstep: Class 2 contains 29015 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5672676 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41029 members 
Mstep: Class 2 contains 29258 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5672944 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40766 members 
Mstep: Class 2 contains 29521 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5673182 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40524 members 
Mstep: Class 2 contains 29763 members 
Entering Unmasked Estep 
Score: -5673348.500000 Penalty: 5535.529785
	Iteration 34Q: 3 clusters Score -5673348 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40300 members 
Mstep: Class 2 contains 29987 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5673480 nChanged 604
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40068 members 
Mstep: Class 2 contains 30219 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5673571 nChanged 547
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Mstep: Class 1 contains 39825 members 
Mstep: Class 2 contains 30462 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5673678 nChanged 533
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39560 members 
Mstep: Class 2 contains 30727 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5673750 nChanged 525
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Mstep: Class 1 contains 39313 members 
Mstep: Class 2 contains 30974 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5673875 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39079 members 
Mstep: Class 2 contains 31208 members 
Entering Unmasked Estep 
Score: -5673931.500000 Penalty: 5535.529785
	Iteration 40F: 3 clusters Score -5673932 nChanged 460
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38825 members 
Mstep: Class 2 contains 31462 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5674002 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38584 members 
Mstep: Class 2 contains 31703 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5674052 nChanged 409
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38329 members 
Mstep: Class 2 contains 31958 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5674110 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38076 members 
Mstep: Class 2 contains 32211 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5674147 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37837 members 
Mstep: Class 2 contains 32450 members 
Entering Unmasked Estep 
Score: -5674216.000000 Penalty: 5535.529785
	Iteration 45Q: 3 clusters Score -5674216 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37588 members 
Mstep: Class 2 contains 32699 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5674230 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37363 members 
Mstep: Class 2 contains 32924 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5674261 nChanged 275
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Mstep: Class 1 contains 37132 members 
Mstep: Class 2 contains 33155 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5674300 nChanged 318
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36852 members 
Mstep: Class 2 contains 33435 members 
Entering Unmasked Estep 
Score: -5674302.500000 Penalty: 5535.529785
	Iteration 49Q: 3 clusters Score -5674302 nChanged 267
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36621 members 
Mstep: Class 2 contains 33666 members 
Entering Unmasked Estep 
Score: -5674312.500000 Penalty: 5535.529785
	Iteration 50Q: 3 clusters Score -5674312 nChanged 241
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36398 members 
Mstep: Class 2 contains 33889 members 
Entering Unmasked Estep 
Score: -5674341.000000 Penalty: 5535.529785
	Iteration 51Q: 3 clusters Score -5674341 nChanged 227
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Mstep: Class 1 contains 36183 members 
Mstep: Class 2 contains 34104 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5674374 nChanged 220
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35973 members 
Mstep: Class 2 contains 34314 members 
Entering Unmasked Estep 
Score: -5674381.500000 Penalty: 5535.529785
	Iteration 53Q: 3 clusters Score -5674382 nChanged 245
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35736 members 
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Entering Unmasked Estep 
Score: -5674393.500000 Penalty: 5535.529785
	Iteration 54Q: 3 clusters Score -5674394 nChanged 226
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35516 members 
Mstep: Class 2 contains 34771 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5674425 nChanged 246
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Mstep: Class 1 contains 35280 members 
Mstep: Class 2 contains 35007 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5674453 nChanged 229
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35059 members 
Mstep: Class 2 contains 35228 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5674472 nChanged 229
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Mstep: Class 1 contains 34834 members 
Mstep: Class 2 contains 35453 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5674495 nChanged 201
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34633 members 
Mstep: Class 2 contains 35654 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5674495 nChanged 190
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34449 members 
Mstep: Class 2 contains 35838 members 
Entering Unmasked Estep 
Score: -5674518.500000 Penalty: 5535.529785
	Iteration 60F: 3 clusters Score -5674518 nChanged 185
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34264 members 
Mstep: Class 2 contains 36023 members 
Entering Unmasked Estep 
Score: -5674523.500000 Penalty: 5535.529785
	Iteration 61Q: 3 clusters Score -5674524 nChanged 174
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34090 members 
Mstep: Class 2 contains 36197 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5674552 nChanged 190
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33902 members 
Mstep: Class 2 contains 36385 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5674569 nChanged 200
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33704 members 
Mstep: Class 2 contains 36583 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5674596 nChanged 224
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5674624 nChanged 250
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Mstep: Class 1 contains 33230 members 
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Entering Unmasked Estep 
Score: -5674641.000000 Penalty: 5535.529785
	Iteration 66Q: 3 clusters Score -5674641 nChanged 272
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Mstep: Class 1 contains 32958 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5674674 nChanged 270
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Mstep: Class 1 contains 32688 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5674684 nChanged 279
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32409 members 
Mstep: Class 2 contains 37878 members 
Entering Unmasked Estep 
Score: -5674702.500000 Penalty: 5535.529785
	Iteration 69Q: 3 clusters Score -5674702 nChanged 290
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32119 members 
Mstep: Class 2 contains 38168 members 
Entering Unmasked Estep 
Score: -5674746.500000 Penalty: 5535.529785
	Iteration 70Q: 3 clusters Score -5674746 nChanged 279
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31840 members 
Mstep: Class 2 contains 38447 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5674778 nChanged 278
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31562 members 
Mstep: Class 2 contains 38725 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5674798 nChanged 262
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Mstep: Class 1 contains 31300 members 
Mstep: Class 2 contains 38987 members 
Entering Unmasked Estep 
Score: -5674817.000000 Penalty: 5535.529785
	Iteration 73Q: 3 clusters Score -5674817 nChanged 247
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Mstep: Class 1 contains 31053 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5674824 nChanged 221
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Mstep: Class 1 contains 30832 members 
Mstep: Class 2 contains 39455 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5674847 nChanged 228
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Mstep: Class 1 contains 30604 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5674877 nChanged 234
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Mstep: Class 1 contains 30370 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5674900 nChanged 213
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Mstep: Class 1 contains 30157 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5674961 nChanged 219
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Mstep: Class 1 contains 29938 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5674982 nChanged 209
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Mstep: Class 1 contains 29729 members 
Mstep: Class 2 contains 40558 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5674978 nChanged 210
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Mstep: Class 1 contains 29521 members 
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Entering Unmasked Estep 
Score: -5675003.500000 Penalty: 5535.529785
	Iteration 81Q: 3 clusters Score -5675004 nChanged 212
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Mstep: Class 1 contains 29309 members 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5675001 nChanged 216
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Mstep: Class 1 contains 29093 members 
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Entering Unmasked Estep 
Score: -5675014.500000 Penalty: 5535.529785
	Iteration 83Q: 3 clusters Score -5675014 nChanged 198
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Mstep: Class 1 contains 28895 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5675047 nChanged 215
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5675076 nChanged 197
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5675097 nChanged 184
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5675088 nChanged 169
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5675101 nChanged 169
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Mstep: Class 1 contains 27963 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5675114 nChanged 158
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Mstep: Class 1 contains 27805 members 
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Entering Unmasked Estep 
Score: -5675122.500000 Penalty: 5535.529785
	Iteration 90Q: 3 clusters Score -5675122 nChanged 166
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Mstep: Class 1 contains 27639 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5675118 nChanged 154
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Mstep: Class 1 contains 27485 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5675106 nChanged 144
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Mstep: Class 1 contains 27341 members 
Mstep: Class 2 contains 42946 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5675116 nChanged 153
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Mstep: Class 1 contains 27188 members 
Mstep: Class 2 contains 43099 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5675120 nChanged 166
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Mstep: Class 1 contains 27022 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5675130 nChanged 153
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26869 members 
Mstep: Class 2 contains 43418 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5675148 nChanged 146
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Entering Unmasked Estep 
Score: -5675174.000000 Penalty: 5535.529785
	Iteration 97Q: 3 clusters Score -5675174 nChanged 130
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Mstep: Class 1 contains 26593 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5675175 nChanged 129
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Mstep: Class 1 contains 26466 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5675176 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26343 members 
Mstep: Class 2 contains 43944 members 
Entering Unmasked Estep 
Score: -5675196.500000 Penalty: 5535.529785
	Iteration 100F: 3 clusters Score -5675196 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26209 members 
Mstep: Class 2 contains 44078 members 
Entering Unmasked Estep 
Score: -5675213.000000 Penalty: 5535.529785
	Iteration 101Q: 3 clusters Score -5675213 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26074 members 
Mstep: Class 2 contains 44213 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5675205 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25951 members 
Mstep: Class 2 contains 44336 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5675226 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25828 members 
Mstep: Class 2 contains 44459 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -5675230 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25724 members 
Mstep: Class 2 contains 44563 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5675238 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25604 members 
Mstep: Class 2 contains 44683 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -5675240 nChanged 101
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25503 members 
Mstep: Class 2 contains 44784 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -5675230 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25401 members 
Mstep: Class 2 contains 44886 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -5675233 nChanged 91
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Mstep: Class 1 contains 25310 members 
Mstep: Class 2 contains 44977 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -5675246 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25226 members 
Mstep: Class 2 contains 45061 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -5675270 nChanged 69
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Mstep: Class 1 contains 25157 members 
Mstep: Class 2 contains 45130 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -5675278 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25094 members 
Mstep: Class 2 contains 45193 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -5675275 nChanged 74
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Mstep: Class 1 contains 25020 members 
Mstep: Class 2 contains 45267 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -5675270 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24949 members 
Mstep: Class 2 contains 45338 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -5675278 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24888 members 
Mstep: Class 2 contains 45399 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -5675278 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24831 members 
Mstep: Class 2 contains 45456 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -5675272 nChanged 61
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24770 members 
Mstep: Class 2 contains 45517 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -5675288 nChanged 53
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Mstep: Class 1 contains 24717 members 
Mstep: Class 2 contains 45570 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -5675293 nChanged 55
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24662 members 
Mstep: Class 2 contains 45625 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -5675296 nChanged 47
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Mstep: Class 1 contains 24615 members 
Mstep: Class 2 contains 45672 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -5675288 nChanged 46
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Mstep: Class 1 contains 24569 members 
Mstep: Class 2 contains 45718 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -5675288 nChanged 41
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Mstep: Class 1 contains 24528 members 
Mstep: Class 2 contains 45759 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -5675280 nChanged 41
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24487 members 
Mstep: Class 2 contains 45800 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -5675281 nChanged 46
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Mstep: Class 1 contains 24441 members 
Mstep: Class 2 contains 45846 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -5675282 nChanged 53
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24388 members 
Mstep: Class 2 contains 45899 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -5675288 nChanged 58
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Mstep: Class 1 contains 24330 members 
Mstep: Class 2 contains 45957 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -5675288 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24278 members 
Mstep: Class 2 contains 46009 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -5675290 nChanged 55
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24223 members 
Mstep: Class 2 contains 46064 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -5675290 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24172 members 
Mstep: Class 2 contains 46115 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -5675288 nChanged 51
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24121 members 
Mstep: Class 2 contains 46166 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -5675298 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24069 members 
Mstep: Class 2 contains 46218 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -5675296 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24013 members 
Mstep: Class 2 contains 46274 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -5675304 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23961 members 
Mstep: Class 2 contains 46326 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -5675290 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23911 members 
Mstep: Class 2 contains 46376 members 
Entering Unmasked Estep 
Score: -5675309.500000 Penalty: 5535.529785
	Iteration 134Q: 3 clusters Score -5675310 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23858 members 
Mstep: Class 2 contains 46429 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -5675304 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23810 members 
Mstep: Class 2 contains 46477 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -5675306 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23761 members 
Mstep: Class 2 contains 46526 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -5675304 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23714 members 
Mstep: Class 2 contains 46573 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -5675308 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23666 members 
Mstep: Class 2 contains 46621 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -5675308 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23619 members 
Mstep: Class 2 contains 46668 members 
Entering Unmasked Estep 
Score: -5675318.500000 Penalty: 5535.529785
	Iteration 140F: 3 clusters Score -5675318 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23574 members 
Mstep: Class 2 contains 46713 members 
Entering Unmasked Estep 
Score: -5675325.000000 Penalty: 5535.529785
	Iteration 141Q: 3 clusters Score -5675325 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23546 members 
Mstep: Class 2 contains 46741 members 
Entering Unmasked Estep 
Score: -5675329.500000 Penalty: 5535.529785
	Iteration 142Q: 3 clusters Score -5675330 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23516 members 
Mstep: Class 2 contains 46771 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -5675322 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23484 members 
Mstep: Class 2 contains 46803 members 
Entering Unmasked Estep 
Score: -5675332.000000 Penalty: 5535.529785
	Iteration 144Q: 3 clusters Score -5675332 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23444 members 
Mstep: Class 2 contains 46843 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -5675334 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23407 members 
Mstep: Class 2 contains 46880 members 
Entering Unmasked Estep 
Score: -5675328.500000 Penalty: 5535.529785
	Iteration 146Q: 3 clusters Score -5675328 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23368 members 
Mstep: Class 2 contains 46919 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -5675340 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23327 members 
Mstep: Class 2 contains 46960 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -5675348 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23296 members 
Mstep: Class 2 contains 46991 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -5675356 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23269 members 
Mstep: Class 2 contains 47018 members 
Entering Unmasked Estep 
Score: -5675351.500000 Penalty: 5535.529785
	Iteration 150Q: 3 clusters Score -5675352 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23246 members 
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Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -5675349 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23205 members 
Mstep: Class 2 contains 47082 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -5675348 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23174 members 
Mstep: Class 2 contains 47113 members 
Entering Unmasked Estep 
Score: -5675336.500000 Penalty: 5535.529785
	Iteration 153Q: 3 clusters Score -5675336 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23145 members 
Mstep: Class 2 contains 47142 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -5675342 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23117 members 
Mstep: Class 2 contains 47170 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -5675340 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23094 members 
Mstep: Class 2 contains 47193 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -5675344 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23072 members 
Mstep: Class 2 contains 47215 members 
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	Iteration 157Q: 3 clusters Score -5675347 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23055 members 
Mstep: Class 2 contains 47232 members 
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	Iteration 158Q: 3 clusters Score -5675346 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23032 members 
Mstep: Class 2 contains 47255 members 
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	Iteration 159Q: 3 clusters Score -5675347 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23009 members 
Mstep: Class 2 contains 47278 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -5675348 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22981 members 
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Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -5675348 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22961 members 
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Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -5675352 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22943 members 
Mstep: Class 2 contains 47344 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -5675346 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22928 members 
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Entering Unmasked Estep 
Score: -5675330.500000 Penalty: 5535.529785
	Iteration 164Q: 3 clusters Score -5675330 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22910 members 
Mstep: Class 2 contains 47377 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -5675338 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22894 members 
Mstep: Class 2 contains 47393 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -5675342 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22878 members 
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Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -5675342 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22860 members 
Mstep: Class 2 contains 47427 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -5675346 nChanged 17
Entering Unmasked Mstep 
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	Iteration 169Q: 3 clusters Score -5675354 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22825 members 
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Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -5675348 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22807 members 
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Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -5675348 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22784 members 
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Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -5675357 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22756 members 
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Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -5675354 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22733 members 
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Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -5675350 nChanged 32
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Mstep: Class 1 contains 22701 members 
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	Iteration 175Q: 3 clusters Score -5675358 nChanged 26
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	Iteration 176Q: 3 clusters Score -5675359 nChanged 31
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	Iteration 177Q: 3 clusters Score -5675345 nChanged 29
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	Iteration 178Q: 3 clusters Score -5675354 nChanged 30
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Mstep: Class 1 contains 22585 members 
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	Iteration 179Q: 3 clusters Score -5675351 nChanged 25
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Mstep: Class 1 contains 22560 members 
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	Iteration 180F: 3 clusters Score -5675359 nChanged 28
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Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -5675347 nChanged 36
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	Iteration 182Q: 3 clusters Score -5675346 nChanged 32
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Mstep: Class 1 contains 22464 members 
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Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -5675336 nChanged 23
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	Iteration 184Q: 3 clusters Score -5675334 nChanged 21
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Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -5675336 nChanged 20
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Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -5675340 nChanged 22
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	Iteration 187Q: 3 clusters Score -5675347 nChanged 23
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Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -5675350 nChanged 22
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Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -5675356 nChanged 15
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	Iteration 190Q: 3 clusters Score -5675348 nChanged 15
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	Iteration 191Q: 3 clusters Score -5675358 nChanged 13
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Entering Unmasked Estep 
Score: -5675354.000000 Penalty: 5535.529785
	Iteration 192Q: 3 clusters Score -5675354 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22272 members 
Mstep: Class 2 contains 48015 members 
Entering Unmasked Estep 
Score: -5675353.500000 Penalty: 5535.529785
	Iteration 193Q: 3 clusters Score -5675354 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22254 members 
Mstep: Class 2 contains 48033 members 
Entering Unmasked Estep 
Score: -5675361.500000 Penalty: 5535.529785
	Iteration 194Q: 3 clusters Score -5675362 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22231 members 
Mstep: Class 2 contains 48056 members 
Entering Unmasked Estep 
Score: -5675362.000000 Penalty: 5535.529785
	Iteration 195Q: 3 clusters Score -5675362 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22206 members 
Mstep: Class 2 contains 48081 members 
Entering Unmasked Estep 
Score: -5675361.500000 Penalty: 5535.529785
	Iteration 196Q: 3 clusters Score -5675362 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22194 members 
Mstep: Class 2 contains 48093 members 
Entering Unmasked Estep 
Score: -5675362.500000 Penalty: 5535.529785
	Iteration 197Q: 3 clusters Score -5675362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22185 members 
Mstep: Class 2 contains 48102 members 
Entering Unmasked Estep 
Score: -5675364.000000 Penalty: 5535.529785
	Iteration 198Q: 3 clusters Score -5675364 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22174 members 
Mstep: Class 2 contains 48113 members 
Entering Unmasked Estep 
Score: -5675364.500000 Penalty: 5535.529785
	Iteration 199Q: 3 clusters Score -5675364 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22160 members 
Mstep: Class 2 contains 48127 members 
Entering Unmasked Estep 
Score: -5675365.500000 Penalty: 5535.529785
	Iteration 200F: 3 clusters Score -5675366 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22143 members 
Mstep: Class 2 contains 48144 members 
Entering Unmasked Estep 
Score: -5675368.500000 Penalty: 5535.529785
	Iteration 201Q: 3 clusters Score -5675368 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22121 members 
Mstep: Class 2 contains 48166 members 
Entering Unmasked Estep 
Score: -5675380.000000 Penalty: 5535.529785
	Iteration 202Q: 3 clusters Score -5675380 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22103 members 
Mstep: Class 2 contains 48184 members 
Entering Unmasked Estep 
Score: -5675384.500000 Penalty: 5535.529785
	Iteration 203Q: 3 clusters Score -5675384 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22083 members 
Mstep: Class 2 contains 48204 members 
Entering Unmasked Estep 
Score: -5675391.500000 Penalty: 5535.529785
	Iteration 204Q: 3 clusters Score -5675392 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22067 members 
Mstep: Class 2 contains 48220 members 
Entering Unmasked Estep 
Score: -5675388.000000 Penalty: 5535.529785
	Iteration 205Q: 3 clusters Score -5675388 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22055 members 
Mstep: Class 2 contains 48232 members 
Entering Unmasked Estep 
Score: -5675388.500000 Penalty: 5535.529785
	Iteration 206Q: 3 clusters Score -5675388 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22043 members 
Mstep: Class 2 contains 48244 members 
Entering Unmasked Estep 
Score: -5675396.000000 Penalty: 5535.529785
	Iteration 207Q: 3 clusters Score -5675396 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22032 members 
Mstep: Class 2 contains 48255 members 
Entering Unmasked Estep 
Score: -5675395.500000 Penalty: 5535.529785
	Iteration 208Q: 3 clusters Score -5675396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22025 members 
Mstep: Class 2 contains 48262 members 
Entering Unmasked Estep 
Score: -5675400.000000 Penalty: 5535.529785
	Iteration 209Q: 3 clusters Score -5675400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22018 members 
Mstep: Class 2 contains 48269 members 
Entering Unmasked Estep 
Score: -5675398.500000 Penalty: 5535.529785
	Iteration 210Q: 3 clusters Score -5675398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22014 members 
Mstep: Class 2 contains 48273 members 
Entering Unmasked Estep 
Score: -5675397.500000 Penalty: 5535.529785
	Iteration 211Q: 3 clusters Score -5675398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22010 members 
Mstep: Class 2 contains 48277 members 
Entering Unmasked Estep 
Score: -5675393.500000 Penalty: 5535.529785
	Iteration 212Q: 3 clusters Score -5675394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22007 members 
Mstep: Class 2 contains 48280 members 
Entering Unmasked Estep 
Score: -5675392.500000 Penalty: 5535.529785
	Iteration 213Q: 3 clusters Score -5675392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22004 members 
Mstep: Class 2 contains 48283 members 
Entering Unmasked Estep 
Score: -5675393.500000 Penalty: 5535.529785
	Iteration 214Q: 3 clusters Score -5675394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22002 members 
Mstep: Class 2 contains 48285 members 
Entering Unmasked Estep 
Score: -5675392.000000 Penalty: 5535.529785
	Iteration 215Q: 3 clusters Score -5675392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21998 members 
Mstep: Class 2 contains 48289 members 
Entering Unmasked Estep 
Score: -5675394.500000 Penalty: 5535.529785
	Iteration 216Q: 3 clusters Score -5675394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21993 members 
Mstep: Class 2 contains 48294 members 
Entering Unmasked Estep 
Score: -5675396.500000 Penalty: 5535.529785
	Iteration 217Q: 3 clusters Score -5675396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21990 members 
Mstep: Class 2 contains 48297 members 
Entering Unmasked Estep 
Score: -5675392.500000 Penalty: 5535.529785
	Iteration 218Q: 3 clusters Score -5675392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21990 members 
Mstep: Class 2 contains 48297 members 
Entering Unmasked Estep 
Score: -5675392.500000 Penalty: 5535.529785
	Iteration 219F: 3 clusters Score -5675392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Entering Unmasked Estep 
Score: -476405.718750 Penalty: 2160.886719
	Iteration 0F: 2 clusters Score -476405.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -471208.500000 Penalty: 4321.773438
	Iteration 0F: 3 clusters Score -471208.5 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -472463.781250 Penalty: 4321.773438
	Iteration 1F: 3 clusters Score -472463.8 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -472730.343750 Penalty: 4321.773438
	Iteration 2F: 3 clusters Score -472730.3 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -472929.562500 Penalty: 4321.773438
	Iteration 3F: 3 clusters Score -472929.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -473076.187500 Penalty: 4321.773438
	Iteration 4Q: 3 clusters Score -473076.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -473194.875000 Penalty: 4321.773438
	Iteration 5Q: 3 clusters Score -473194.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -473313.031250 Penalty: 4321.773438
	Iteration 6Q: 3 clusters Score -473313 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -473418.781250 Penalty: 4321.773438
	Iteration 7Q: 3 clusters Score -473418.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -473520.562500 Penalty: 4321.773438
	Iteration 8Q: 3 clusters Score -473520.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -473633.000000 Penalty: 4321.773438
	Iteration 9Q: 3 clusters Score -473633 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -473744.625000 Penalty: 4321.773438
	Iteration 10Q: 3 clusters Score -473744.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -473830.031250 Penalty: 4321.773438
	Iteration 11Q: 3 clusters Score -473830 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -473907.687500 Penalty: 4321.773438
	Iteration 12Q: 3 clusters Score -473907.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -473987.375000 Penalty: 4321.773438
	Iteration 13Q: 3 clusters Score -473987.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -474054.500000 Penalty: 4321.773438
	Iteration 14Q: 3 clusters Score -474054.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -474106.843750 Penalty: 4321.773438
	Iteration 15Q: 3 clusters Score -474106.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -474156.625000 Penalty: 4321.773438
	Iteration 16Q: 3 clusters Score -474156.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -474199.968750 Penalty: 4321.773438
	Iteration 17Q: 3 clusters Score -474200 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -474232.218750 Penalty: 4321.773438
	Iteration 18Q: 3 clusters Score -474232.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -474261.625000 Penalty: 4321.773438
	Iteration 19Q: 3 clusters Score -474261.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -474295.281250 Penalty: 4321.773438
	Iteration 20F: 3 clusters Score -474295.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -474333.406250 Penalty: 4321.773438
	Iteration 21Q: 3 clusters Score -474333.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -474366.406250 Penalty: 4321.773438
	Iteration 22Q: 3 clusters Score -474366.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -474390.750000 Penalty: 4321.773438
	Iteration 23Q: 3 clusters Score -474390.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -474407.687500 Penalty: 4321.773438
	Iteration 24Q: 3 clusters Score -474407.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -474425.062500 Penalty: 4321.773438
	Iteration 25Q: 3 clusters Score -474425.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -474436.781250 Penalty: 4321.773438
	Iteration 26Q: 3 clusters Score -474436.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -474447.375000 Penalty: 4321.773438
	Iteration 27Q: 3 clusters Score -474447.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -474458.000000 Penalty: 4321.773438
	Iteration 28Q: 3 clusters Score -474458 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -474470.781250 Penalty: 4321.773438
	Iteration 29Q: 3 clusters Score -474470.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -474483.125000 Penalty: 4321.773438
	Iteration 30Q: 3 clusters Score -474483.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -474493.531250 Penalty: 4321.773438
	Iteration 31Q: 3 clusters Score -474493.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -474508.781250 Penalty: 4321.773438
	Iteration 32Q: 3 clusters Score -474508.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -474525.906250 Penalty: 4321.773438
	Iteration 33Q: 3 clusters Score -474525.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -474539.218750 Penalty: 4321.773438
	Iteration 34Q: 3 clusters Score -474539.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -474548.437500 Penalty: 4321.773438
	Iteration 35Q: 3 clusters Score -474548.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -474558.375000 Penalty: 4321.773438
	Iteration 36Q: 3 clusters Score -474558.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -474570.062500 Penalty: 4321.773438
	Iteration 37Q: 3 clusters Score -474570.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -474581.968750 Penalty: 4321.773438
	Iteration 38Q: 3 clusters Score -474582 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -474591.937500 Penalty: 4321.773438
	Iteration 39Q: 3 clusters Score -474591.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -474598.281250 Penalty: 4321.773438
	Iteration 40F: 3 clusters Score -474598.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -474605.031250 Penalty: 4321.773438
	Iteration 41Q: 3 clusters Score -474605 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -474611.218750 Penalty: 4321.773438
	Iteration 42Q: 3 clusters Score -474611.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -474618.687500 Penalty: 4321.773438
	Iteration 43Q: 3 clusters Score -474618.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -474621.937500 Penalty: 4321.773438
	Iteration 44Q: 3 clusters Score -474621.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -474628.000000 Penalty: 4321.773438
	Iteration 45Q: 3 clusters Score -474628 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -474631.406250 Penalty: 4321.773438
	Iteration 46Q: 3 clusters Score -474631.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -474634.718750 Penalty: 4321.773438
	Iteration 47Q: 3 clusters Score -474634.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -474637.968750 Penalty: 4321.773438
	Iteration 48Q: 3 clusters Score -474638 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -474640.406250 Penalty: 4321.773438
	Iteration 49Q: 3 clusters Score -474640.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -474644.375000 Penalty: 4321.773438
	Iteration 50Q: 3 clusters Score -474644.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -474645.968750 Penalty: 4321.773438
	Iteration 51Q: 3 clusters Score -474646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -474647.468750 Penalty: 4321.773438
	Iteration 52Q: 3 clusters Score -474647.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -474649.218750 Penalty: 4321.773438
	Iteration 53Q: 3 clusters Score -474649.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -474652.031250 Penalty: 4321.773438
	Iteration 54Q: 3 clusters Score -474652 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -474656.656250 Penalty: 4321.773438
	Iteration 55Q: 3 clusters Score -474656.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -474660.062500 Penalty: 4321.773438
	Iteration 56Q: 3 clusters Score -474660.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -474664.656250 Penalty: 4321.773438
	Iteration 57Q: 3 clusters Score -474664.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -474669.437500 Penalty: 4321.773438
	Iteration 58Q: 3 clusters Score -474669.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -474676.406250 Penalty: 4321.773438
	Iteration 59Q: 3 clusters Score -474676.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -474681.156250 Penalty: 4321.773438
	Iteration 60F: 3 clusters Score -474681.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -474685.312500 Penalty: 4321.773438
	Iteration 61Q: 3 clusters Score -474685.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -474686.875000 Penalty: 4321.773438
	Iteration 62Q: 3 clusters Score -474686.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -474689.125000 Penalty: 4321.773438
	Iteration 63Q: 3 clusters Score -474689.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -474692.125000 Penalty: 4321.773438
	Iteration 64Q: 3 clusters Score -474692.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -474694.156250 Penalty: 4321.773438
	Iteration 65Q: 3 clusters Score -474694.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -474697.593750 Penalty: 4321.773438
	Iteration 66Q: 3 clusters Score -474697.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -474701.968750 Penalty: 4321.773438
	Iteration 67Q: 3 clusters Score -474702 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -474704.937500 Penalty: 4321.773438
	Iteration 68Q: 3 clusters Score -474704.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -474709.531250 Penalty: 4321.773438
	Iteration 69Q: 3 clusters Score -474709.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -474712.437500 Penalty: 4321.773438
	Iteration 70Q: 3 clusters Score -474712.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -474714.906250 Penalty: 4321.773438
	Iteration 71Q: 3 clusters Score -474714.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -474718.906250 Penalty: 4321.773438
	Iteration 72Q: 3 clusters Score -474718.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -474719.593750 Penalty: 4321.773438
	Iteration 73Q: 3 clusters Score -474719.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -474720.531250 Penalty: 4321.773438
	Iteration 74Q: 3 clusters Score -474720.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -474721.968750 Penalty: 4321.773438
	Iteration 75Q: 3 clusters Score -474722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -474721.750000 Penalty: 4321.773438
	Iteration 76Q: 3 clusters Score -474721.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -474722.812500 Penalty: 4321.773438
	Iteration 77Q: 3 clusters Score -474722.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -474724.968750 Penalty: 4321.773438
	Iteration 78Q: 3 clusters Score -474725 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -474726.437500 Penalty: 4321.773438
	Iteration 79Q: 3 clusters Score -474726.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -474726.468750 Penalty: 4321.773438
	Iteration 80F: 3 clusters Score -474726.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -474726.718750 Penalty: 4321.773438
	Iteration 81Q: 3 clusters Score -474726.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -474726.718750 Penalty: 4321.773438
	Iteration 82F: 3 clusters Score -474726.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Entering Unmasked Estep 
Score: -678585.375000 Penalty: 2254.090820
	Iteration 0F: 2 clusters Score -678585.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -671614.125000 Penalty: 4508.181641
	Iteration 0F: 3 clusters Score -671614.1 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -673676.937500 Penalty: 4508.181641
	Iteration 1F: 3 clusters Score -673676.9 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -674069.000000 Penalty: 4508.181641
	Iteration 2F: 3 clusters Score -674069 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -674367.312500 Penalty: 4508.181641
	Iteration 3F: 3 clusters Score -674367.3 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -674635.125000 Penalty: 4508.181641
	Iteration 4Q: 3 clusters Score -674635.1 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -674871.562500 Penalty: 4508.181641
	Iteration 5Q: 3 clusters Score -674871.6 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -675111.125000 Penalty: 4508.181641
	Iteration 6Q: 3 clusters Score -675111.1 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -675335.562500 Penalty: 4508.181641
	Iteration 7Q: 3 clusters Score -675335.6 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -675567.062500 Penalty: 4508.181641
	Iteration 8Q: 3 clusters Score -675567.1 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -675769.125000 Penalty: 4508.181641
	Iteration 9Q: 3 clusters Score -675769.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -675937.687500 Penalty: 4508.181641
	Iteration 10Q: 3 clusters Score -675937.7 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -676057.062500 Penalty: 4508.181641
	Iteration 11Q: 3 clusters Score -676057.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -676160.000000 Penalty: 4508.181641
	Iteration 12Q: 3 clusters Score -676160 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -676236.562500 Penalty: 4508.181641
	Iteration 13Q: 3 clusters Score -676236.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -676298.250000 Penalty: 4508.181641
	Iteration 14Q: 3 clusters Score -676298.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -676352.812500 Penalty: 4508.181641
	Iteration 15Q: 3 clusters Score -676352.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -676404.187500 Penalty: 4508.181641
	Iteration 16Q: 3 clusters Score -676404.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -676455.500000 Penalty: 4508.181641
	Iteration 17Q: 3 clusters Score -676455.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -676501.250000 Penalty: 4508.181641
	Iteration 18Q: 3 clusters Score -676501.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -676539.250000 Penalty: 4508.181641
	Iteration 19Q: 3 clusters Score -676539.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -676568.250000 Penalty: 4508.181641
	Iteration 20F: 3 clusters Score -676568.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -676595.937500 Penalty: 4508.181641
	Iteration 21Q: 3 clusters Score -676595.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -676623.562500 Penalty: 4508.181641
	Iteration 22Q: 3 clusters Score -676623.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -676649.937500 Penalty: 4508.181641
	Iteration 23Q: 3 clusters Score -676649.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -676677.625000 Penalty: 4508.181641
	Iteration 24Q: 3 clusters Score -676677.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -676698.062500 Penalty: 4508.181641
	Iteration 25Q: 3 clusters Score -676698.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -676729.937500 Penalty: 4508.181641
	Iteration 26Q: 3 clusters Score -676729.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -676764.062500 Penalty: 4508.181641
	Iteration 27Q: 3 clusters Score -676764.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -676784.187500 Penalty: 4508.181641
	Iteration 28Q: 3 clusters Score -676784.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -676802.937500 Penalty: 4508.181641
	Iteration 29Q: 3 clusters Score -676802.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -676812.000000 Penalty: 4508.181641
	Iteration 30Q: 3 clusters Score -676812 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -676819.500000 Penalty: 4508.181641
	Iteration 31Q: 3 clusters Score -676819.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -676830.250000 Penalty: 4508.181641
	Iteration 32Q: 3 clusters Score -676830.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -676837.562500 Penalty: 4508.181641
	Iteration 33Q: 3 clusters Score -676837.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -676845.562500 Penalty: 4508.181641
	Iteration 34Q: 3 clusters Score -676845.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -676851.625000 Penalty: 4508.181641
	Iteration 35Q: 3 clusters Score -676851.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -676855.750000 Penalty: 4508.181641
	Iteration 36Q: 3 clusters Score -676855.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -676862.000000 Penalty: 4508.181641
	Iteration 37Q: 3 clusters Score -676862 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -676865.625000 Penalty: 4508.181641
	Iteration 38Q: 3 clusters Score -676865.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -676867.625000 Penalty: 4508.181641
	Iteration 39Q: 3 clusters Score -676867.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -676867.375000 Penalty: 4508.181641
	Iteration 40F: 3 clusters Score -676867.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -676870.437500 Penalty: 4508.181641
	Iteration 41Q: 3 clusters Score -676870.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -676873.625000 Penalty: 4508.181641
	Iteration 42Q: 3 clusters Score -676873.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -676874.625000 Penalty: 4508.181641
	Iteration 43Q: 3 clusters Score -676874.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -676876.687500 Penalty: 4508.181641
	Iteration 44Q: 3 clusters Score -676876.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -676881.875000 Penalty: 4508.181641
	Iteration 45Q: 3 clusters Score -676881.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -676882.125000 Penalty: 4508.181641
	Iteration 46Q: 3 clusters Score -676882.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -676884.250000 Penalty: 4508.181641
	Iteration 47Q: 3 clusters Score -676884.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -676886.812500 Penalty: 4508.181641
	Iteration 48Q: 3 clusters Score -676886.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -676889.250000 Penalty: 4508.181641
	Iteration 49Q: 3 clusters Score -676889.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -676891.812500 Penalty: 4508.181641
	Iteration 50Q: 3 clusters Score -676891.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -676892.625000 Penalty: 4508.181641
	Iteration 51Q: 3 clusters Score -676892.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -676891.937500 Penalty: 4508.181641
	Iteration 52Q: 3 clusters Score -676891.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -676892.062500 Penalty: 4508.181641
	Iteration 53Q: 3 clusters Score -676892.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -676894.187500 Penalty: 4508.181641
	Iteration 54Q: 3 clusters Score -676894.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -676893.687500 Penalty: 4508.181641
	Iteration 55Q: 3 clusters Score -676893.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -676894.687500 Penalty: 4508.181641
	Iteration 56Q: 3 clusters Score -676894.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -676896.062500 Penalty: 4508.181641
	Iteration 57Q: 3 clusters Score -676896.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -676896.625000 Penalty: 4508.181641
	Iteration 58Q: 3 clusters Score -676896.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -676896.750000 Penalty: 4508.181641
	Iteration 59Q: 3 clusters Score -676896.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -676896.375000 Penalty: 4508.181641
	Iteration 60F: 3 clusters Score -676896.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -676897.812500 Penalty: 4508.181641
	Iteration 61Q: 3 clusters Score -676897.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -676898.500000 Penalty: 4508.181641
	Iteration 62Q: 3 clusters Score -676898.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -676899.062500 Penalty: 4508.181641
	Iteration 63Q: 3 clusters Score -676899.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -676899.250000 Penalty: 4508.181641
	Iteration 64Q: 3 clusters Score -676899.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -676899.625000 Penalty: 4508.181641
	Iteration 65Q: 3 clusters Score -676899.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -676899.812500 Penalty: 4508.181641
	Iteration 66Q: 3 clusters Score -676899.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -676899.812500 Penalty: 4508.181641
	Iteration 67F: 3 clusters Score -676899.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Entering Unmasked Estep 
Score: -1063595.250000 Penalty: 2373.750732
	Iteration 0F: 2 clusters Score -1063595 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -1061464 nChanged 125
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Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1061602 nChanged 78
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Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1061632 nChanged 56
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Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1061685 nChanged 56
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Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1061710 nChanged 55
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1061733 nChanged 37
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1061746 nChanged 42
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1061758 nChanged 38
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Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1061767 nChanged 29
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1061774 nChanged 26
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Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 12571 members 
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	Iteration 34Q: 3 clusters Score -1061783 nChanged 20
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 12591 members 
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	Iteration 35Q: 3 clusters Score -1061790 nChanged 21
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 12612 members 
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	Iteration 36Q: 3 clusters Score -1061797 nChanged 18
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 12630 members 
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	Iteration 37Q: 3 clusters Score -1061801 nChanged 14
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 12644 members 
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	Iteration 38Q: 3 clusters Score -1061803 nChanged 14
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1061809 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -1061811 nChanged 15
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 12683 members 
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	Iteration 41Q: 3 clusters Score -1061819 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1061821 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1061824 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 12720 members 
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	Iteration 44Q: 3 clusters Score -1061830 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1061835 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1061843 nChanged 22
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1061850 nChanged 18
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Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1061855 nChanged 21
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Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1061864 nChanged 28
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Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1061870 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1061880 nChanged 26
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1061890 nChanged 24
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Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1061902 nChanged 20
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Mstep: Class 1 contains 1429 members 
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1061910 nChanged 23
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Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1061921 nChanged 12
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Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1061926 nChanged 12
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Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1061929 nChanged 11
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Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -1061934.000000 Penalty: 4747.501465
	Iteration 58Q: 3 clusters Score -1061934 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -1061935.625000 Penalty: 4747.501465
	Iteration 59Q: 3 clusters Score -1061936 nChanged 9
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Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -1061935.750000 Penalty: 4747.501465
	Iteration 60F: 3 clusters Score -1061936 nChanged 11
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Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -1061943.000000 Penalty: 4747.501465
	Iteration 61Q: 3 clusters Score -1061943 nChanged 11
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Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -1061945.500000 Penalty: 4747.501465
	Iteration 62Q: 3 clusters Score -1061946 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -1061948.625000 Penalty: 4747.501465
	Iteration 63Q: 3 clusters Score -1061949 nChanged 5
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Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1061950 nChanged 5
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Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1061954 nChanged 7
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Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 13032 members 
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	Iteration 66Q: 3 clusters Score -1061954 nChanged 4
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Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1061956 nChanged 6
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Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 13042 members 
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Score: -1061958.000000 Penalty: 4747.501465
	Iteration 68Q: 3 clusters Score -1061958 nChanged 9
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Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1061960 nChanged 17
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Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 13060 members 
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	Iteration 70Q: 3 clusters Score -1061969 nChanged 12
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Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 13070 members 
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	Iteration 71Q: 3 clusters Score -1061972 nChanged 11
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Mstep: Class 1 contains 1270 members 
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Score: -1061981.875000 Penalty: 4747.501465
	Iteration 72Q: 3 clusters Score -1061982 nChanged 11
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Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 13088 members 
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	Iteration 73Q: 3 clusters Score -1061985 nChanged 13
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Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 13099 members 
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	Iteration 74Q: 3 clusters Score -1061990 nChanged 11
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Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -1061993.875000 Penalty: 4747.501465
	Iteration 75Q: 3 clusters Score -1061994 nChanged 7
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Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 13113 members 
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	Iteration 76Q: 3 clusters Score -1061997 nChanged 8
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	Iteration 77Q: 3 clusters Score -1062002 nChanged 12
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Mstep: Class 1 contains 1220 members 
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	Iteration 78Q: 3 clusters Score -1062007 nChanged 12
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1062015 nChanged 13
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Mstep: Class 1 contains 1197 members 
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Entering Unmasked Estep 
Score: -1062021.750000 Penalty: 4747.501465
	Iteration 80F: 3 clusters Score -1062022 nChanged 12
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Mstep: Class 1 contains 1189 members 
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	Iteration 81Q: 3 clusters Score -1062024 nChanged 13
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Mstep: Class 1 contains 1182 members 
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	Iteration 82Q: 3 clusters Score -1062029 nChanged 10
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Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1062034 nChanged 2
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Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 13177 members 
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Score: -1062037.000000 Penalty: 4747.501465
	Iteration 84Q: 3 clusters Score -1062037 nChanged 1
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Mstep: Class 1 contains 1173 members 
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	Iteration 85Q: 3 clusters Score -1062036 nChanged 3
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Mstep: Class 1 contains 1170 members 
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	Iteration 86Q: 3 clusters Score -1062036 nChanged 3
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Mstep: Class 1 contains 1169 members 
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	Iteration 87Q: 3 clusters Score -1062035 nChanged 2
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Mstep: Class 1 contains 1169 members 
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	Iteration 88Q: 3 clusters Score -1062036 nChanged 2
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Mstep: Class 1 contains 1169 members 
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	Iteration 89Q: 3 clusters Score -1062039 nChanged 3
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Mstep: Class 1 contains 1168 members 
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Entering Unmasked Estep 
Score: -1062038.750000 Penalty: 4747.501465
	Iteration 90Q: 3 clusters Score -1062039 nChanged 4
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Mstep: Class 1 contains 1164 members 
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	Iteration 91Q: 3 clusters Score -1062039 nChanged 2
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Mstep: Class 1 contains 1166 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1062040 nChanged 0
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Entering Unmasked Estep 
Score: -1062040.125000 Penalty: 4747.501465
	Iteration 93F: 3 clusters Score -1062040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Entering Unmasked Estep 
Score: -359208.218750 Penalty: 2101.674561
	Iteration 0F: 2 clusters Score -359208.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -354823.343750 Penalty: 4203.349121
	Iteration 0F: 3 clusters Score -354823.3 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -355866.937500 Penalty: 4203.349121
	Iteration 1F: 3 clusters Score -355866.9 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -356120.062500 Penalty: 4203.349121
	Iteration 2F: 3 clusters Score -356120.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -356305.375000 Penalty: 4203.349121
	Iteration 3F: 3 clusters Score -356305.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -356460.562500 Penalty: 4203.349121
	Iteration 4Q: 3 clusters Score -356460.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -356624.093750 Penalty: 4203.349121
	Iteration 5Q: 3 clusters Score -356624.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -356790.281250 Penalty: 4203.349121
	Iteration 6Q: 3 clusters Score -356790.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -356971.062500 Penalty: 4203.349121
	Iteration 7Q: 3 clusters Score -356971.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -357223.468750 Penalty: 4203.349121
	Iteration 8Q: 3 clusters Score -357223.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -357535.312500 Penalty: 4203.349121
	Iteration 9F: 3 clusters Score -357535.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -357749.437500 Penalty: 4203.349121
	Iteration 10Q: 3 clusters Score -357749.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -357917.187500 Penalty: 4203.349121
	Iteration 11Q: 3 clusters Score -357917.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -358067.281250 Penalty: 4203.349121
	Iteration 12Q: 3 clusters Score -358067.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -358221.625000 Penalty: 4203.349121
	Iteration 13Q: 3 clusters Score -358221.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -358339.031250 Penalty: 4203.349121
	Iteration 14Q: 3 clusters Score -358339 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -358411.156250 Penalty: 4203.349121
	Iteration 15Q: 3 clusters Score -358411.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -358461.718750 Penalty: 4203.349121
	Iteration 16Q: 3 clusters Score -358461.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -358493.781250 Penalty: 4203.349121
	Iteration 17Q: 3 clusters Score -358493.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -358516.031250 Penalty: 4203.349121
	Iteration 18Q: 3 clusters Score -358516 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -358535.250000 Penalty: 4203.349121
	Iteration 19Q: 3 clusters Score -358535.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -358549.250000 Penalty: 4203.349121
	Iteration 20F: 3 clusters Score -358549.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -358563.281250 Penalty: 4203.349121
	Iteration 21Q: 3 clusters Score -358563.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -358577.718750 Penalty: 4203.349121
	Iteration 22Q: 3 clusters Score -358577.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -358593.875000 Penalty: 4203.349121
	Iteration 23Q: 3 clusters Score -358593.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -358607.812500 Penalty: 4203.349121
	Iteration 24Q: 3 clusters Score -358607.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -358619.187500 Penalty: 4203.349121
	Iteration 25Q: 3 clusters Score -358619.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -358631.250000 Penalty: 4203.349121
	Iteration 26Q: 3 clusters Score -358631.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -358642.812500 Penalty: 4203.349121
	Iteration 27Q: 3 clusters Score -358642.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -358652.812500 Penalty: 4203.349121
	Iteration 28Q: 3 clusters Score -358652.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -358661.312500 Penalty: 4203.349121
	Iteration 29Q: 3 clusters Score -358661.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -358665.531250 Penalty: 4203.349121
	Iteration 30Q: 3 clusters Score -358665.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -358670.812500 Penalty: 4203.349121
	Iteration 31Q: 3 clusters Score -358670.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -358674.968750 Penalty: 4203.349121
	Iteration 32Q: 3 clusters Score -358675 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -358675.656250 Penalty: 4203.349121
	Iteration 33Q: 3 clusters Score -358675.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -358677.593750 Penalty: 4203.349121
	Iteration 34Q: 3 clusters Score -358677.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -358677.593750 Penalty: 4203.349121
	Iteration 35Q: 3 clusters Score -358677.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -358677.593750 Penalty: 4203.349121
	Iteration 36F: 3 clusters Score -358677.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Entering Unmasked Estep 
Score: -603754.750000 Penalty: 2223.561279
	Iteration 0F: 2 clusters Score -603754.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -597468.625000 Penalty: 4447.122559
	Iteration 0F: 3 clusters Score -597468.6 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -599155.750000 Penalty: 4447.122559
	Iteration 1F: 3 clusters Score -599155.8 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -599492.937500 Penalty: 4447.122559
	Iteration 2F: 3 clusters Score -599492.9 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -599743.500000 Penalty: 4447.122559
	Iteration 3F: 3 clusters Score -599743.5 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -599941.812500 Penalty: 4447.122559
	Iteration 4Q: 3 clusters Score -599941.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -600112.312500 Penalty: 4447.122559
	Iteration 5Q: 3 clusters Score -600112.3 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -600281.125000 Penalty: 4447.122559
	Iteration 6Q: 3 clusters Score -600281.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -600459.687500 Penalty: 4447.122559
	Iteration 7Q: 3 clusters Score -600459.7 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -600665.812500 Penalty: 4447.122559
	Iteration 8Q: 3 clusters Score -600665.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -600882.750000 Penalty: 4447.122559
	Iteration 9Q: 3 clusters Score -600882.8 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -601144.375000 Penalty: 4447.122559
	Iteration 10Q: 3 clusters Score -601144.4 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -601407.625000 Penalty: 4447.122559
	Iteration 11Q: 3 clusters Score -601407.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -601654.625000 Penalty: 4447.122559
	Iteration 12Q: 3 clusters Score -601654.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -601818.625000 Penalty: 4447.122559
	Iteration 13Q: 3 clusters Score -601818.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -601929.187500 Penalty: 4447.122559
	Iteration 14Q: 3 clusters Score -601929.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -602008.125000 Penalty: 4447.122559
	Iteration 15Q: 3 clusters Score -602008.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -602071.187500 Penalty: 4447.122559
	Iteration 16Q: 3 clusters Score -602071.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -602139.812500 Penalty: 4447.122559
	Iteration 17Q: 3 clusters Score -602139.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -602204.000000 Penalty: 4447.122559
	Iteration 18Q: 3 clusters Score -602204 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -602280.187500 Penalty: 4447.122559
	Iteration 19Q: 3 clusters Score -602280.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -602362.500000 Penalty: 4447.122559
	Iteration 20F: 3 clusters Score -602362.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -602423.937500 Penalty: 4447.122559
	Iteration 21Q: 3 clusters Score -602423.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -602473.750000 Penalty: 4447.122559
	Iteration 22Q: 3 clusters Score -602473.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -602518.437500 Penalty: 4447.122559
	Iteration 23Q: 3 clusters Score -602518.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -602551.750000 Penalty: 4447.122559
	Iteration 24Q: 3 clusters Score -602551.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -602570.375000 Penalty: 4447.122559
	Iteration 25Q: 3 clusters Score -602570.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -602583.812500 Penalty: 4447.122559
	Iteration 26Q: 3 clusters Score -602583.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -602588.625000 Penalty: 4447.122559
	Iteration 27Q: 3 clusters Score -602588.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -602595.562500 Penalty: 4447.122559
	Iteration 28Q: 3 clusters Score -602595.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -602596.875000 Penalty: 4447.122559
	Iteration 29Q: 3 clusters Score -602596.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -602599.750000 Penalty: 4447.122559
	Iteration 30Q: 3 clusters Score -602599.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -602603.000000 Penalty: 4447.122559
	Iteration 31Q: 3 clusters Score -602603 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -602607.062500 Penalty: 4447.122559
	Iteration 32Q: 3 clusters Score -602607.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -602609.312500 Penalty: 4447.122559
	Iteration 33Q: 3 clusters Score -602609.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -602610.312500 Penalty: 4447.122559
	Iteration 34Q: 3 clusters Score -602610.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -602611.125000 Penalty: 4447.122559
	Iteration 35Q: 3 clusters Score -602611.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -602611.375000 Penalty: 4447.122559
	Iteration 36Q: 3 clusters Score -602611.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -602611.750000 Penalty: 4447.122559
	Iteration 37Q: 3 clusters Score -602611.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -602612.125000 Penalty: 4447.122559
	Iteration 38Q: 3 clusters Score -602612.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -602613.250000 Penalty: 4447.122559
	Iteration 39Q: 3 clusters Score -602613.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -602612.937500 Penalty: 4447.122559
	Iteration 40F: 3 clusters Score -602612.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Entering Unmasked Estep 
Score: -488671.781250 Penalty: 2163.361328
	Iteration 0F: 2 clusters Score -488671.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -483442.750000 Penalty: 4326.722656
	Iteration 0F: 3 clusters Score -483442.8 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -484775.312500 Penalty: 4326.722656
	Iteration 1F: 3 clusters Score -484775.3 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -485016.562500 Penalty: 4326.722656
	Iteration 2F: 3 clusters Score -485016.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -485174.843750 Penalty: 4326.722656
	Iteration 3Q: 3 clusters Score -485174.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -485310.750000 Penalty: 4326.722656
	Iteration 4Q: 3 clusters Score -485310.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -485407.625000 Penalty: 4326.722656
	Iteration 5Q: 3 clusters Score -485407.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -485493.750000 Penalty: 4326.722656
	Iteration 6Q: 3 clusters Score -485493.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -485576.500000 Penalty: 4326.722656
	Iteration 7Q: 3 clusters Score -485576.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -485650.812500 Penalty: 4326.722656
	Iteration 8Q: 3 clusters Score -485650.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -485717.281250 Penalty: 4326.722656
	Iteration 9Q: 3 clusters Score -485717.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -485795.812500 Penalty: 4326.722656
	Iteration 10Q: 3 clusters Score -485795.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -485889.062500 Penalty: 4326.722656
	Iteration 11Q: 3 clusters Score -485889.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -485964.968750 Penalty: 4326.722656
	Iteration 12Q: 3 clusters Score -485965 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -486034.562500 Penalty: 4326.722656
	Iteration 13Q: 3 clusters Score -486034.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -486109.718750 Penalty: 4326.722656
	Iteration 14Q: 3 clusters Score -486109.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -486192.593750 Penalty: 4326.722656
	Iteration 15Q: 3 clusters Score -486192.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -486292.968750 Penalty: 4326.722656
	Iteration 16Q: 3 clusters Score -486293 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -486393.656250 Penalty: 4326.722656
	Iteration 17Q: 3 clusters Score -486393.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -486491.031250 Penalty: 4326.722656
	Iteration 18Q: 3 clusters Score -486491 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -486556.375000 Penalty: 4326.722656
	Iteration 19Q: 3 clusters Score -486556.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -486612.031250 Penalty: 4326.722656
	Iteration 20F: 3 clusters Score -486612 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -486666.218750 Penalty: 4326.722656
	Iteration 21Q: 3 clusters Score -486666.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -486706.750000 Penalty: 4326.722656
	Iteration 22Q: 3 clusters Score -486706.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -486742.312500 Penalty: 4326.722656
	Iteration 23Q: 3 clusters Score -486742.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -486775.093750 Penalty: 4326.722656
	Iteration 24Q: 3 clusters Score -486775.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -486799.187500 Penalty: 4326.722656
	Iteration 25Q: 3 clusters Score -486799.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -486811.500000 Penalty: 4326.722656
	Iteration 26Q: 3 clusters Score -486811.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -486825.843750 Penalty: 4326.722656
	Iteration 27Q: 3 clusters Score -486825.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -486839.312500 Penalty: 4326.722656
	Iteration 28Q: 3 clusters Score -486839.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -486847.718750 Penalty: 4326.722656
	Iteration 29Q: 3 clusters Score -486847.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -486858.781250 Penalty: 4326.722656
	Iteration 30Q: 3 clusters Score -486858.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -486869.375000 Penalty: 4326.722656
	Iteration 31Q: 3 clusters Score -486869.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -486872.312500 Penalty: 4326.722656
	Iteration 32Q: 3 clusters Score -486872.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -486873.062500 Penalty: 4326.722656
	Iteration 33Q: 3 clusters Score -486873.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -486875.125000 Penalty: 4326.722656
	Iteration 34Q: 3 clusters Score -486875.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -486876.187500 Penalty: 4326.722656
	Iteration 35Q: 3 clusters Score -486876.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -486876.187500 Penalty: 4326.722656
	Iteration 36F: 3 clusters Score -486876.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (153506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153506 members 
Entering Unmasked Estep 
Score: -12293217.000000 Penalty: 2961.490723
	Iteration 0F: 2 clusters Score -1.229322e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76918 members 
Mstep: Class 2 contains 76588 members 
Entering Unmasked Estep 
Score: -12189987.000000 Penalty: 5922.981445
	Iteration 0F: 3 clusters Score -1.218999e+07 nChanged 73487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77625 members 
Mstep: Class 2 contains 75881 members 
Entering Unmasked Estep 
Score: -12233074.000000 Penalty: 5922.981445
	Iteration 1F: 3 clusters Score -1.223307e+07 nChanged 5135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77370 members 
Mstep: Class 2 contains 76136 members 
Entering Unmasked Estep 
Score: -12234610.000000 Penalty: 5922.981445
	Iteration 2Q: 3 clusters Score -1.223461e+07 nChanged 6412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76734 members 
Mstep: Class 2 contains 76772 members 
Entering Unmasked Estep 
Score: -12237308.000000 Penalty: 5922.981445
	Iteration 3Q: 3 clusters Score -1.223731e+07 nChanged 8190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75472 members 
Mstep: Class 2 contains 78034 members 
Entering Unmasked Estep 
Score: -12241852.000000 Penalty: 5922.981445
	Iteration 4F: 3 clusters Score -1.224185e+07 nChanged 10197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73513 members 
Mstep: Class 2 contains 79993 members 
Entering Unmasked Estep 
Score: -12248242.000000 Penalty: 5922.981445
	Iteration 5F: 3 clusters Score -1.224824e+07 nChanged 11046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71213 members 
Mstep: Class 2 contains 82293 members 
Entering Unmasked Estep 
Score: -12254843.000000 Penalty: 5922.981445
	Iteration 6F: 3 clusters Score -1.225484e+07 nChanged 10217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68938 members 
Mstep: Class 2 contains 84568 members 
Entering Unmasked Estep 
Score: -12259910.000000 Penalty: 5922.981445
	Iteration 7F: 3 clusters Score -1.225991e+07 nChanged 7976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66938 members 
Mstep: Class 2 contains 86568 members 
Entering Unmasked Estep 
Score: -12262728.000000 Penalty: 5922.981445
	Iteration 8F: 3 clusters Score -1.226273e+07 nChanged 5807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65223 members 
Mstep: Class 2 contains 88283 members 
Entering Unmasked Estep 
Score: -12264286.000000 Penalty: 5922.981445
	Iteration 9Q: 3 clusters Score -1.226429e+07 nChanged 4036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63543 members 
Mstep: Class 2 contains 89963 members 
Entering Unmasked Estep 
Score: -12264972.000000 Penalty: 5922.981445
	Iteration 10Q: 3 clusters Score -1.226497e+07 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61836 members 
Mstep: Class 2 contains 91670 members 
Entering Unmasked Estep 
Score: -12265455.000000 Penalty: 5922.981445
	Iteration 11Q: 3 clusters Score -1.226546e+07 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59992 members 
Mstep: Class 2 contains 93514 members 
Entering Unmasked Estep 
Score: -12265862.000000 Penalty: 5922.981445
	Iteration 12Q: 3 clusters Score -1.226586e+07 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57932 members 
Mstep: Class 2 contains 95574 members 
Entering Unmasked Estep 
Score: -12266231.000000 Penalty: 5922.981445
	Iteration 13Q: 3 clusters Score -1.226623e+07 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55627 members 
Mstep: Class 2 contains 97879 members 
Entering Unmasked Estep 
Score: -12266621.000000 Penalty: 5922.981445
	Iteration 14Q: 3 clusters Score -1.226662e+07 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53070 members 
Mstep: Class 2 contains 100436 members 
Entering Unmasked Estep 
Score: -12267137.000000 Penalty: 5922.981445
	Iteration 15Q: 3 clusters Score -1.226714e+07 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50188 members 
Mstep: Class 2 contains 103318 members 
Entering Unmasked Estep 
Score: -12267576.000000 Penalty: 5922.981445
	Iteration 16Q: 3 clusters Score -1.226758e+07 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46879 members 
Mstep: Class 2 contains 106627 members 
Entering Unmasked Estep 
Score: -12268285.000000 Penalty: 5922.981445
	Iteration 17Q: 3 clusters Score -1.226828e+07 nChanged 3784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43095 members 
Mstep: Class 2 contains 110411 members 
Entering Unmasked Estep 
Score: -12269498.000000 Penalty: 5922.981445
	Iteration 18Q: 3 clusters Score -1.22695e+07 nChanged 4260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38835 members 
Mstep: Class 2 contains 114671 members 
Entering Unmasked Estep 
Score: -12270853.000000 Penalty: 5922.981445
	Iteration 19Q: 3 clusters Score -1.227085e+07 nChanged 4533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34302 members 
Mstep: Class 2 contains 119204 members 
Entering Unmasked Estep 
Score: -12272522.000000 Penalty: 5922.981445
	Iteration 20F: 3 clusters Score -1.227252e+07 nChanged 4628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29674 members 
Mstep: Class 2 contains 123832 members 
Entering Unmasked Estep 
Score: -12274406.000000 Penalty: 5922.981445
	Iteration 21Q: 3 clusters Score -1.227441e+07 nChanged 4653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25021 members 
Mstep: Class 2 contains 128485 members 
Entering Unmasked Estep 
Score: -12276409.000000 Penalty: 5922.981445
	Iteration 22Q: 3 clusters Score -1.227641e+07 nChanged 4495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20526 members 
Mstep: Class 2 contains 132980 members 
Entering Unmasked Estep 
Score: -12278597.000000 Penalty: 5922.981445
	Iteration 23Q: 3 clusters Score -1.22786e+07 nChanged 4282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 137262 members 
Entering Unmasked Estep 
Score: -12280793.000000 Penalty: 5922.981445
	Iteration 24Q: 3 clusters Score -1.228079e+07 nChanged 3877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 141139 members 
Entering Unmasked Estep 
Score: -12283014.000000 Penalty: 5922.981445
	Iteration 25Q: 3 clusters Score -1.228301e+07 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 144483 members 
Entering Unmasked Estep 
Score: -12284827.000000 Penalty: 5922.981445
	Iteration 26Q: 3 clusters Score -1.228483e+07 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 147182 members 
Entering Unmasked Estep 
Score: -12286649.000000 Penalty: 5922.981445
	Iteration 27Q: 3 clusters Score -1.228665e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 149190 members 
Entering Unmasked Estep 
Score: -12287940.000000 Penalty: 5922.981445
	Iteration 28Q: 3 clusters Score -1.228794e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 150615 members 
Entering Unmasked Estep 
Score: -12288927.000000 Penalty: 5922.981445
	Iteration 29Q: 3 clusters Score -1.228893e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 151553 members 
Entering Unmasked Estep 
Score: -12289584.000000 Penalty: 5922.981445
	Iteration 30Q: 3 clusters Score -1.228958e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 152131 members 
Entering Unmasked Estep 
Score: -12289992.000000 Penalty: 5922.981445
	Iteration 31Q: 3 clusters Score -1.228999e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 152441 members 
Entering Unmasked Estep 
Score: -12290209.000000 Penalty: 5922.981445
	Iteration 32Q: 3 clusters Score -1.229021e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 152629 members 
Entering Unmasked Estep 
Score: -12290349.000000 Penalty: 5922.981445
	Iteration 33Q: 3 clusters Score -1.229035e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 152725 members 
Entering Unmasked Estep 
Score: -12290428.000000 Penalty: 5922.981445
	Iteration 34Q: 3 clusters Score -1.229043e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 152805 members 
Entering Unmasked Estep 
Score: -12290495.000000 Penalty: 5922.981445
	Iteration 35Q: 3 clusters Score -1.22905e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 152870 members 
Entering Unmasked Estep 
Score: -12290545.000000 Penalty: 5922.981445
	Iteration 36Q: 3 clusters Score -1.229054e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 152916 members 
Entering Unmasked Estep 
Score: -12290574.000000 Penalty: 5922.981445
	Iteration 37Q: 3 clusters Score -1.229057e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 152938 members 
Entering Unmasked Estep 
Score: -12290608.000000 Penalty: 5922.981445
	Iteration 38Q: 3 clusters Score -1.229061e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 152962 members 
Entering Unmasked Estep 
Score: -12290640.000000 Penalty: 5922.981445
	Iteration 39Q: 3 clusters Score -1.229064e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 152981 members 
Entering Unmasked Estep 
Score: -12290661.000000 Penalty: 5922.981445
	Iteration 40F: 3 clusters Score -1.229066e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 152991 members 
Entering Unmasked Estep 
Score: -12290668.000000 Penalty: 5922.981445
	Iteration 41Q: 3 clusters Score -1.229067e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 153001 members 
Entering Unmasked Estep 
Score: -12290692.000000 Penalty: 5922.981445
	Iteration 42Q: 3 clusters Score -1.229069e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 153005 members 
Entering Unmasked Estep 
Score: -12290694.000000 Penalty: 5922.981445
	Iteration 43Q: 3 clusters Score -1.229069e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 153009 members 
Entering Unmasked Estep 
Score: -12290711.000000 Penalty: 5922.981445
	Iteration 44Q: 3 clusters Score -1.229071e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 153016 members 
Entering Unmasked Estep 
Score: -12290719.000000 Penalty: 5922.981445
	Iteration 45Q: 3 clusters Score -1.229072e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 153020 members 
Entering Unmasked Estep 
Score: -12290732.000000 Penalty: 5922.981445
	Iteration 46Q: 3 clusters Score -1.229073e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 153025 members 
Entering Unmasked Estep 
Score: -12290738.000000 Penalty: 5922.981445
	Iteration 47Q: 3 clusters Score -1.229074e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 153026 members 
Entering Unmasked Estep 
Score: -12290752.000000 Penalty: 5922.981445
	Iteration 48Q: 3 clusters Score -1.229075e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 153022 members 
Entering Unmasked Estep 
Score: -12290752.000000 Penalty: 5922.981445
	Iteration 49Q: 3 clusters Score -1.229075e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 153021 members 
Entering Unmasked Estep 
Score: -12290752.000000 Penalty: 5922.981445
	Iteration 50Q: 3 clusters Score -1.229075e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 153022 members 
Entering Unmasked Estep 
Score: -12290756.000000 Penalty: 5922.981445
	Iteration 51Q: 3 clusters Score -1.229076e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 153021 members 
Entering Unmasked Estep 
Score: -12290761.000000 Penalty: 5922.981445
	Iteration 52Q: 3 clusters Score -1.229076e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 153022 members 
Entering Unmasked Estep 
Score: -12290761.000000 Penalty: 5922.981445
	Iteration 53Q: 3 clusters Score -1.229076e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 153023 members 
Entering Unmasked Estep 
Score: -12290771.000000 Penalty: 5922.981445
	Iteration 54Q: 3 clusters Score -1.229077e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 153025 members 
Entering Unmasked Estep 
Score: -12290779.000000 Penalty: 5922.981445
	Iteration 55Q: 3 clusters Score -1.229078e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 153026 members 
Entering Unmasked Estep 
Score: -12290781.000000 Penalty: 5922.981445
	Iteration 56Q: 3 clusters Score -1.229078e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 153027 members 
Entering Unmasked Estep 
Score: -12290778.000000 Penalty: 5922.981445
	Iteration 57Q: 3 clusters Score -1.229078e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 153027 members 
Entering Unmasked Estep 
Score: -12290778.000000 Penalty: 5922.981445
	Iteration 58F: 3 clusters Score -1.229078e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Entering Unmasked Estep 
Score: -561427.875000 Penalty: 2210.793945
	Iteration 0F: 2 clusters Score -561427.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -555429.750000 Penalty: 4421.587891
	Iteration 0F: 3 clusters Score -555429.8 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -557115.750000 Penalty: 4421.587891
	Iteration 1F: 3 clusters Score -557115.8 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -557512.625000 Penalty: 4421.587891
	Iteration 2F: 3 clusters Score -557512.6 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -557902.000000 Penalty: 4421.587891
	Iteration 3F: 3 clusters Score -557902 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -558362.937500 Penalty: 4421.587891
	Iteration 4F: 3 clusters Score -558362.9 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -558936.937500 Penalty: 4421.587891
	Iteration 5F: 3 clusters Score -558936.9 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -559534.437500 Penalty: 4421.587891
	Iteration 6F: 3 clusters Score -559534.4 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -559997.062500 Penalty: 4421.587891
	Iteration 7F: 3 clusters Score -559997.1 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -560339.312500 Penalty: 4421.587891
	Iteration 8F: 3 clusters Score -560339.3 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -560557.750000 Penalty: 4421.587891
	Iteration 9Q: 3 clusters Score -560557.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -560680.687500 Penalty: 4421.587891
	Iteration 10Q: 3 clusters Score -560680.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -560750.062500 Penalty: 4421.587891
	Iteration 11Q: 3 clusters Score -560750.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -560806.187500 Penalty: 4421.587891
	Iteration 12Q: 3 clusters Score -560806.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -560843.437500 Penalty: 4421.587891
	Iteration 13Q: 3 clusters Score -560843.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -560877.875000 Penalty: 4421.587891
	Iteration 14Q: 3 clusters Score -560877.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -560905.375000 Penalty: 4421.587891
	Iteration 15Q: 3 clusters Score -560905.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -560932.750000 Penalty: 4421.587891
	Iteration 16Q: 3 clusters Score -560932.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -560955.687500 Penalty: 4421.587891
	Iteration 17Q: 3 clusters Score -560955.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -560975.000000 Penalty: 4421.587891
	Iteration 18Q: 3 clusters Score -560975 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -561008.562500 Penalty: 4421.587891
	Iteration 19Q: 3 clusters Score -561008.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -561054.062500 Penalty: 4421.587891
	Iteration 20F: 3 clusters Score -561054.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -561117.562500 Penalty: 4421.587891
	Iteration 21Q: 3 clusters Score -561117.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -561213.687500 Penalty: 4421.587891
	Iteration 22Q: 3 clusters Score -561213.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -561342.125000 Penalty: 4421.587891
	Iteration 23Q: 3 clusters Score -561342.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -561457.500000 Penalty: 4421.587891
	Iteration 24Q: 3 clusters Score -561457.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -561571.187500 Penalty: 4421.587891
	Iteration 25Q: 3 clusters Score -561571.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -561684.562500 Penalty: 4421.587891
	Iteration 26Q: 3 clusters Score -561684.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -561780.750000 Penalty: 4421.587891
	Iteration 27Q: 3 clusters Score -561780.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -561846.812500 Penalty: 4421.587891
	Iteration 28Q: 3 clusters Score -561846.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -561901.000000 Penalty: 4421.587891
	Iteration 29Q: 3 clusters Score -561901 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -561942.937500 Penalty: 4421.587891
	Iteration 30Q: 3 clusters Score -561942.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -561975.312500 Penalty: 4421.587891
	Iteration 31Q: 3 clusters Score -561975.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -561998.625000 Penalty: 4421.587891
	Iteration 32Q: 3 clusters Score -561998.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -562018.625000 Penalty: 4421.587891
	Iteration 33Q: 3 clusters Score -562018.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -562031.625000 Penalty: 4421.587891
	Iteration 34Q: 3 clusters Score -562031.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -562045.937500 Penalty: 4421.587891
	Iteration 35Q: 3 clusters Score -562045.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -562056.875000 Penalty: 4421.587891
	Iteration 36Q: 3 clusters Score -562056.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -562063.500000 Penalty: 4421.587891
	Iteration 37Q: 3 clusters Score -562063.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -562067.500000 Penalty: 4421.587891
	Iteration 38Q: 3 clusters Score -562067.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -562071.625000 Penalty: 4421.587891
	Iteration 39Q: 3 clusters Score -562071.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -562074.812500 Penalty: 4421.587891
	Iteration 40F: 3 clusters Score -562074.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -562075.937500 Penalty: 4421.587891
	Iteration 41Q: 3 clusters Score -562075.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -562077.937500 Penalty: 4421.587891
	Iteration 42Q: 3 clusters Score -562077.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -562077.875000 Penalty: 4421.587891
	Iteration 43Q: 3 clusters Score -562077.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -562077.875000 Penalty: 4421.587891
	Iteration 44F: 3 clusters Score -562077.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8427 members 
Mstep: Class 4 contains 3246 members 
Mstep: Class 5 contains 17076 members 
Mstep: Class 6 contains 28287 members 
Mstep: Class 7 contains 19084 members 
Mstep: Class 8 contains 6510 members 
Mstep: Class 9 contains 60629 members 
Mstep: Class 10 contains 70287 members 
Mstep: Class 11 contains 6083 members 
Mstep: Class 12 contains 8858 members 
Mstep: Class 13 contains 14351 members 
Mstep: Class 14 contains 4791 members 
Mstep: Class 15 contains 7832 members 
Mstep: Class 16 contains 6144 members 
Mstep: Class 17 contains 153506 members 
Mstep: Class 18 contains 1791 members 
Mstep: Class 19 contains 39716 members 
Mstep: Class 20 contains 23963 members 
Mstep: Class 21 contains 6324 members 
Mstep: Class 22 contains 4029 members 
Mstep: Class 23 contains 76654 members 
Mstep: Class 24 contains 4537 members 
Mstep: Class 25 contains 4996 members 
Mstep: Class 26 contains 63999 members 
Mstep: Class 27 contains 4508 members 
Mstep: Class 28 contains 119885 members 
Mstep: Class 29 contains 13716 members 
Mstep: Class 30 contains 44668 members 
Mstep: Class 31 contains 25648 members 
Mstep: Class 32 contains 1215 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 70267 members 
Mstep: Class 35 contains 518603 members 
Mstep: Class 36 contains 5648 members 
Entering Unmasked Estep 
Score: -111984016.000000 Penalty: 126742.460938
Splitting cluster 18 changes total score from -111984608.000000 to -111984016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (39716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39716 members 
Entering Unmasked Estep 
Score: -3113408.500000 Penalty: 2626.198242
	Iteration 0F: 2 clusters Score -3113408 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20033 members 
Mstep: Class 2 contains 19683 members 
Entering Unmasked Estep 
Score: -3086427.500000 Penalty: 5252.396484
	Iteration 0F: 3 clusters Score -3086428 nChanged 18273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21394 members 
Mstep: Class 2 contains 18322 members 
Entering Unmasked Estep 
Score: -3096726.000000 Penalty: 5252.396484
	Iteration 1F: 3 clusters Score -3096726 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22309 members 
Mstep: Class 2 contains 17407 members 
Entering Unmasked Estep 
Score: -3097596.500000 Penalty: 5252.396484
	Iteration 2F: 3 clusters Score -3097596 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23610 members 
Mstep: Class 2 contains 16106 members 
Entering Unmasked Estep 
Score: -3098686.000000 Penalty: 5252.396484
	Iteration 3F: 3 clusters Score -3098686 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25386 members 
Mstep: Class 2 contains 14330 members 
Entering Unmasked Estep 
Score: -3100189.000000 Penalty: 5252.396484
	Iteration 4F: 3 clusters Score -3100189 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27526 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -3102128.500000 Penalty: 5252.396484
	Iteration 5F: 3 clusters Score -3102128 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29786 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -3104278.500000 Penalty: 5252.396484
	Iteration 6F: 3 clusters Score -3104278 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31923 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -3106330.500000 Penalty: 5252.396484
	Iteration 7F: 3 clusters Score -3106330 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33738 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -3108012.250000 Penalty: 5252.396484
	Iteration 8F: 3 clusters Score -3108012 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35071 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -3109265.000000 Penalty: 5252.396484
	Iteration 9Q: 3 clusters Score -3109265 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35997 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -3110134.250000 Penalty: 5252.396484
	Iteration 10Q: 3 clusters Score -3110134 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36556 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -3110721.250000 Penalty: 5252.396484
	Iteration 11Q: 3 clusters Score -3110721 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36844 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -3111079.000000 Penalty: 5252.396484
	Iteration 12Q: 3 clusters Score -3111079 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36999 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -3111337.750000 Penalty: 5252.396484
	Iteration 13Q: 3 clusters Score -3111338 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37079 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -3111497.000000 Penalty: 5252.396484
	Iteration 14Q: 3 clusters Score -3111497 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37092 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -3111594.250000 Penalty: 5252.396484
	Iteration 15Q: 3 clusters Score -3111594 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37080 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -3111658.500000 Penalty: 5252.396484
	Iteration 16Q: 3 clusters Score -3111658 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37081 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -3111689.250000 Penalty: 5252.396484
	Iteration 17Q: 3 clusters Score -3111689 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37084 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -3111708.250000 Penalty: 5252.396484
	Iteration 18Q: 3 clusters Score -3111708 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37079 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -3111727.000000 Penalty: 5252.396484
	Iteration 19Q: 3 clusters Score -3111727 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37080 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -3111740.750000 Penalty: 5252.396484
	Iteration 20F: 3 clusters Score -3111741 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37083 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -3111750.750000 Penalty: 5252.396484
	Iteration 21Q: 3 clusters Score -3111751 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37079 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -3111758.500000 Penalty: 5252.396484
	Iteration 22Q: 3 clusters Score -3111758 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37084 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -3111752.750000 Penalty: 5252.396484
	Iteration 23Q: 3 clusters Score -3111753 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37087 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -3111757.500000 Penalty: 5252.396484
	Iteration 24Q: 3 clusters Score -3111758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37095 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -3111753.750000 Penalty: 5252.396484
	Iteration 25Q: 3 clusters Score -3111754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37100 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -3111758.250000 Penalty: 5252.396484
	Iteration 26Q: 3 clusters Score -3111758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37096 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -3111754.250000 Penalty: 5252.396484
	Iteration 27Q: 3 clusters Score -3111754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37095 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -3111753.500000 Penalty: 5252.396484
	Iteration 28Q: 3 clusters Score -3111754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37094 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -3111756.250000 Penalty: 5252.396484
	Iteration 29Q: 3 clusters Score -3111756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37097 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -3111755.500000 Penalty: 5252.396484
	Iteration 30Q: 3 clusters Score -3111756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37097 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -3111755.500000 Penalty: 5252.396484
	Iteration 31F: 3 clusters Score -3111756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (23963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23963 members 
Entering Unmasked Estep 
Score: -1888360.875000 Penalty: 2500.898193
	Iteration 0F: 2 clusters Score -1888361 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -1871727.750000 Penalty: 5001.796387
	Iteration 0F: 3 clusters Score -1871728 nChanged 10660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -1877915.000000 Penalty: 5001.796387
	Iteration 1F: 3 clusters Score -1877915 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -1879070.625000 Penalty: 5001.796387
	Iteration 2F: 3 clusters Score -1879071 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -1880297.875000 Penalty: 5001.796387
	Iteration 3F: 3 clusters Score -1880298 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -1881409.750000 Penalty: 5001.796387
	Iteration 4F: 3 clusters Score -1881410 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -1882356.000000 Penalty: 5001.796387
	Iteration 5F: 3 clusters Score -1882356 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -1883157.750000 Penalty: 5001.796387
	Iteration 6F: 3 clusters Score -1883158 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -1883756.750000 Penalty: 5001.796387
	Iteration 7F: 3 clusters Score -1883757 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -1884161.250000 Penalty: 5001.796387
	Iteration 8Q: 3 clusters Score -1884161 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -1884436.000000 Penalty: 5001.796387
	Iteration 9Q: 3 clusters Score -1884436 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -1884631.000000 Penalty: 5001.796387
	Iteration 10Q: 3 clusters Score -1884631 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -1884781.000000 Penalty: 5001.796387
	Iteration 11Q: 3 clusters Score -1884781 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -1884916.875000 Penalty: 5001.796387
	Iteration 12Q: 3 clusters Score -1884917 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15745 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1885057.875000 Penalty: 5001.796387
	Iteration 13Q: 3 clusters Score -1885058 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1885164.875000 Penalty: 5001.796387
	Iteration 14Q: 3 clusters Score -1885165 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16532 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1885268.000000 Penalty: 5001.796387
	Iteration 15Q: 3 clusters Score -1885268 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16970 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1885400.375000 Penalty: 5001.796387
	Iteration 16Q: 3 clusters Score -1885400 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17449 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1885542.625000 Penalty: 5001.796387
	Iteration 17Q: 3 clusters Score -1885543 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17964 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1885717.250000 Penalty: 5001.796387
	Iteration 18Q: 3 clusters Score -1885717 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18466 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1885908.125000 Penalty: 5001.796387
	Iteration 19Q: 3 clusters Score -1885908 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18985 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1886113.000000 Penalty: 5001.796387
	Iteration 20F: 3 clusters Score -1886113 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19519 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1886339.875000 Penalty: 5001.796387
	Iteration 21Q: 3 clusters Score -1886340 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20047 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1886573.250000 Penalty: 5001.796387
	Iteration 22Q: 3 clusters Score -1886573 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20535 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -1886793.250000 Penalty: 5001.796387
	Iteration 23Q: 3 clusters Score -1886793 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20975 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1886996.125000 Penalty: 5001.796387
	Iteration 24Q: 3 clusters Score -1886996 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21354 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -1887174.500000 Penalty: 5001.796387
	Iteration 25Q: 3 clusters Score -1887174 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21668 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1887338.125000 Penalty: 5001.796387
	Iteration 26Q: 3 clusters Score -1887338 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21929 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1887490.000000 Penalty: 5001.796387
	Iteration 27Q: 3 clusters Score -1887490 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22137 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1887609.250000 Penalty: 5001.796387
	Iteration 28Q: 3 clusters Score -1887609 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22314 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1887720.500000 Penalty: 5001.796387
	Iteration 29Q: 3 clusters Score -1887720 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22449 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1887802.625000 Penalty: 5001.796387
	Iteration 30Q: 3 clusters Score -1887803 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22535 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1887848.750000 Penalty: 5001.796387
	Iteration 31Q: 3 clusters Score -1887849 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22601 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1887889.375000 Penalty: 5001.796387
	Iteration 32Q: 3 clusters Score -1887889 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22658 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1887920.000000 Penalty: 5001.796387
	Iteration 33Q: 3 clusters Score -1887920 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22690 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1887935.375000 Penalty: 5001.796387
	Iteration 34Q: 3 clusters Score -1887935 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22718 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1887952.875000 Penalty: 5001.796387
	Iteration 35Q: 3 clusters Score -1887953 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22753 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1887977.500000 Penalty: 5001.796387
	Iteration 36Q: 3 clusters Score -1887978 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22777 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1887990.500000 Penalty: 5001.796387
	Iteration 37Q: 3 clusters Score -1887990 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22798 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1888015.500000 Penalty: 5001.796387
	Iteration 38Q: 3 clusters Score -1888016 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22818 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1888031.625000 Penalty: 5001.796387
	Iteration 39Q: 3 clusters Score -1888032 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22830 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1888037.375000 Penalty: 5001.796387
	Iteration 40F: 3 clusters Score -1888037 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22840 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1888042.000000 Penalty: 5001.796387
	Iteration 41Q: 3 clusters Score -1888042 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22850 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1888052.500000 Penalty: 5001.796387
	Iteration 42Q: 3 clusters Score -1888052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22858 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1888054.375000 Penalty: 5001.796387
	Iteration 43Q: 3 clusters Score -1888054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22863 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1888058.750000 Penalty: 5001.796387
	Iteration 44Q: 3 clusters Score -1888059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22864 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1888057.375000 Penalty: 5001.796387
	Iteration 45Q: 3 clusters Score -1888057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22865 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1888058.750000 Penalty: 5001.796387
	Iteration 46Q: 3 clusters Score -1888059 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22865 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1888058.750000 Penalty: 5001.796387
	Iteration 47F: 3 clusters Score -1888059 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Entering Unmasked Estep 
Score: -466881.968750 Penalty: 2170.522705
	Iteration 0F: 2 clusters Score -466882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -461591.187500 Penalty: 4341.045410
	Iteration 0F: 3 clusters Score -461591.2 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -463391.375000 Penalty: 4341.045410
	Iteration 1F: 3 clusters Score -463391.4 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -464045.406250 Penalty: 4341.045410
	Iteration 2F: 3 clusters Score -464045.4 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -464650.906250 Penalty: 4341.045410
	Iteration 3F: 3 clusters Score -464650.9 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -465102.312500 Penalty: 4341.045410
	Iteration 4F: 3 clusters Score -465102.3 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -465397.968750 Penalty: 4341.045410
	Iteration 5F: 3 clusters Score -465398 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -465571.125000 Penalty: 4341.045410
	Iteration 6Q: 3 clusters Score -465571.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -465681.875000 Penalty: 4341.045410
	Iteration 7Q: 3 clusters Score -465681.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -465741.312500 Penalty: 4341.045410
	Iteration 8Q: 3 clusters Score -465741.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -465777.218750 Penalty: 4341.045410
	Iteration 9Q: 3 clusters Score -465777.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -465805.875000 Penalty: 4341.045410
	Iteration 10Q: 3 clusters Score -465805.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -465829.781250 Penalty: 4341.045410
	Iteration 11Q: 3 clusters Score -465829.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -465856.156250 Penalty: 4341.045410
	Iteration 12Q: 3 clusters Score -465856.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -465875.125000 Penalty: 4341.045410
	Iteration 13Q: 3 clusters Score -465875.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -465894.281250 Penalty: 4341.045410
	Iteration 14Q: 3 clusters Score -465894.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -465904.500000 Penalty: 4341.045410
	Iteration 15Q: 3 clusters Score -465904.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -465913.125000 Penalty: 4341.045410
	Iteration 16Q: 3 clusters Score -465913.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -465921.718750 Penalty: 4341.045410
	Iteration 17Q: 3 clusters Score -465921.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -465930.656250 Penalty: 4341.045410
	Iteration 18Q: 3 clusters Score -465930.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -465938.218750 Penalty: 4341.045410
	Iteration 19Q: 3 clusters Score -465938.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -465943.000000 Penalty: 4341.045410
	Iteration 20F: 3 clusters Score -465943 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -465946.312500 Penalty: 4341.045410
	Iteration 21Q: 3 clusters Score -465946.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -465949.500000 Penalty: 4341.045410
	Iteration 22Q: 3 clusters Score -465949.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -465952.625000 Penalty: 4341.045410
	Iteration 23Q: 3 clusters Score -465952.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -465955.125000 Penalty: 4341.045410
	Iteration 24Q: 3 clusters Score -465955.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -465957.437500 Penalty: 4341.045410
	Iteration 25Q: 3 clusters Score -465957.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -465959.656250 Penalty: 4341.045410
	Iteration 26Q: 3 clusters Score -465959.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -465962.093750 Penalty: 4341.045410
	Iteration 27Q: 3 clusters Score -465962.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -465964.125000 Penalty: 4341.045410
	Iteration 28Q: 3 clusters Score -465964.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -465966.375000 Penalty: 4341.045410
	Iteration 29Q: 3 clusters Score -465966.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -465968.625000 Penalty: 4341.045410
	Iteration 30Q: 3 clusters Score -465968.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -465968.187500 Penalty: 4341.045410
	Iteration 31Q: 3 clusters Score -465968.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -465971.937500 Penalty: 4341.045410
	Iteration 32Q: 3 clusters Score -465971.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -465971.562500 Penalty: 4341.045410
	Iteration 33Q: 3 clusters Score -465971.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -465973.968750 Penalty: 4341.045410
	Iteration 34Q: 3 clusters Score -465974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -465973.937500 Penalty: 4341.045410
	Iteration 35Q: 3 clusters Score -465973.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -465975.593750 Penalty: 4341.045410
	Iteration 36Q: 3 clusters Score -465975.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -465980.968750 Penalty: 4341.045410
	Iteration 37Q: 3 clusters Score -465981 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -465981.000000 Penalty: 4341.045410
	Iteration 38Q: 3 clusters Score -465981 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -465983.437500 Penalty: 4341.045410
	Iteration 39Q: 3 clusters Score -465983.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -465985.750000 Penalty: 4341.045410
	Iteration 40F: 3 clusters Score -465985.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -465987.687500 Penalty: 4341.045410
	Iteration 41Q: 3 clusters Score -465987.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -465989.843750 Penalty: 4341.045410
	Iteration 42Q: 3 clusters Score -465989.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -465991.093750 Penalty: 4341.045410
	Iteration 43Q: 3 clusters Score -465991.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -465992.187500 Penalty: 4341.045410
	Iteration 44Q: 3 clusters Score -465992.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -465993.968750 Penalty: 4341.045410
	Iteration 45Q: 3 clusters Score -465994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -465994.500000 Penalty: 4341.045410
	Iteration 46Q: 3 clusters Score -465994.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -465994.468750 Penalty: 4341.045410
	Iteration 47Q: 3 clusters Score -465994.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -465994.968750 Penalty: 4341.045410
	Iteration 48Q: 3 clusters Score -465995 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -465996.312500 Penalty: 4341.045410
	Iteration 49Q: 3 clusters Score -465996.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -465997.375000 Penalty: 4341.045410
	Iteration 50Q: 3 clusters Score -465997.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -465997.687500 Penalty: 4341.045410
	Iteration 51Q: 3 clusters Score -465997.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -466000.750000 Penalty: 4341.045410
	Iteration 52Q: 3 clusters Score -466000.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -466003.593750 Penalty: 4341.045410
	Iteration 53Q: 3 clusters Score -466003.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -466006.656250 Penalty: 4341.045410
	Iteration 54Q: 3 clusters Score -466006.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -466009.031250 Penalty: 4341.045410
	Iteration 55Q: 3 clusters Score -466009 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -466011.687500 Penalty: 4341.045410
	Iteration 56Q: 3 clusters Score -466011.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -466013.625000 Penalty: 4341.045410
	Iteration 57Q: 3 clusters Score -466013.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -466015.812500 Penalty: 4341.045410
	Iteration 58Q: 3 clusters Score -466015.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -466017.750000 Penalty: 4341.045410
	Iteration 59Q: 3 clusters Score -466017.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -466019.343750 Penalty: 4341.045410
	Iteration 60F: 3 clusters Score -466019.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -466020.250000 Penalty: 4341.045410
	Iteration 61Q: 3 clusters Score -466020.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -466021.937500 Penalty: 4341.045410
	Iteration 62Q: 3 clusters Score -466021.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -466023.812500 Penalty: 4341.045410
	Iteration 63Q: 3 clusters Score -466023.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -466024.718750 Penalty: 4341.045410
	Iteration 64Q: 3 clusters Score -466024.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -466026.812500 Penalty: 4341.045410
	Iteration 65Q: 3 clusters Score -466026.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -466026.812500 Penalty: 4341.045410
	Iteration 66F: 3 clusters Score -466026.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Entering Unmasked Estep 
Score: -313221.562500 Penalty: 2058.715820
	Iteration 0F: 2 clusters Score -313221.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -309330.843750 Penalty: 4117.431641
	Iteration 0F: 3 clusters Score -309330.8 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -310195.218750 Penalty: 4117.431641
	Iteration 1F: 3 clusters Score -310195.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -310419.125000 Penalty: 4117.431641
	Iteration 2F: 3 clusters Score -310419.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -310565.406250 Penalty: 4117.431641
	Iteration 3Q: 3 clusters Score -310565.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -310671.593750 Penalty: 4117.431641
	Iteration 4Q: 3 clusters Score -310671.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -310750.843750 Penalty: 4117.431641
	Iteration 5Q: 3 clusters Score -310750.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -310824.000000 Penalty: 4117.431641
	Iteration 6Q: 3 clusters Score -310824 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -310881.125000 Penalty: 4117.431641
	Iteration 7Q: 3 clusters Score -310881.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -310924.187500 Penalty: 4117.431641
	Iteration 8Q: 3 clusters Score -310924.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -310975.656250 Penalty: 4117.431641
	Iteration 9Q: 3 clusters Score -310975.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -311023.906250 Penalty: 4117.431641
	Iteration 10Q: 3 clusters Score -311023.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -311059.343750 Penalty: 4117.431641
	Iteration 11Q: 3 clusters Score -311059.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -311097.000000 Penalty: 4117.431641
	Iteration 12Q: 3 clusters Score -311097 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -311139.500000 Penalty: 4117.431641
	Iteration 13Q: 3 clusters Score -311139.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -311185.531250 Penalty: 4117.431641
	Iteration 14Q: 3 clusters Score -311185.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -311222.562500 Penalty: 4117.431641
	Iteration 15Q: 3 clusters Score -311222.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -311249.250000 Penalty: 4117.431641
	Iteration 16Q: 3 clusters Score -311249.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -311270.562500 Penalty: 4117.431641
	Iteration 17Q: 3 clusters Score -311270.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -311298.281250 Penalty: 4117.431641
	Iteration 18Q: 3 clusters Score -311298.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -311324.531250 Penalty: 4117.431641
	Iteration 19Q: 3 clusters Score -311324.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -311365.500000 Penalty: 4117.431641
	Iteration 20F: 3 clusters Score -311365.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -311410.593750 Penalty: 4117.431641
	Iteration 21Q: 3 clusters Score -311410.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -311462.687500 Penalty: 4117.431641
	Iteration 22Q: 3 clusters Score -311462.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -311516.812500 Penalty: 4117.431641
	Iteration 23Q: 3 clusters Score -311516.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -311574.843750 Penalty: 4117.431641
	Iteration 24Q: 3 clusters Score -311574.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -311641.250000 Penalty: 4117.431641
	Iteration 25Q: 3 clusters Score -311641.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -311699.812500 Penalty: 4117.431641
	Iteration 26Q: 3 clusters Score -311699.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -311751.562500 Penalty: 4117.431641
	Iteration 27Q: 3 clusters Score -311751.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -311795.562500 Penalty: 4117.431641
	Iteration 28Q: 3 clusters Score -311795.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -311839.312500 Penalty: 4117.431641
	Iteration 29Q: 3 clusters Score -311839.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -311870.343750 Penalty: 4117.431641
	Iteration 30Q: 3 clusters Score -311870.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -311906.562500 Penalty: 4117.431641
	Iteration 31Q: 3 clusters Score -311906.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -311930.468750 Penalty: 4117.431641
	Iteration 32Q: 3 clusters Score -311930.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -311942.125000 Penalty: 4117.431641
	Iteration 33Q: 3 clusters Score -311942.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -311949.218750 Penalty: 4117.431641
	Iteration 34Q: 3 clusters Score -311949.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -311957.812500 Penalty: 4117.431641
	Iteration 35Q: 3 clusters Score -311957.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -311963.031250 Penalty: 4117.431641
	Iteration 36Q: 3 clusters Score -311963 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -311966.281250 Penalty: 4117.431641
	Iteration 37Q: 3 clusters Score -311966.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -311969.125000 Penalty: 4117.431641
	Iteration 38Q: 3 clusters Score -311969.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -311969.156250 Penalty: 4117.431641
	Iteration 39Q: 3 clusters Score -311969.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -311969.312500 Penalty: 4117.431641
	Iteration 40F: 3 clusters Score -311969.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (76654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76654 members 
Entering Unmasked Estep 
Score: -6222247.500000 Penalty: 2789.270020
	Iteration 0F: 2 clusters Score -6222248 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38116 members 
Mstep: Class 2 contains 38538 members 
Entering Unmasked Estep 
Score: -6171164.500000 Penalty: 5578.540039
	Iteration 0F: 3 clusters Score -6171164 nChanged 35732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35584 members 
Mstep: Class 2 contains 41070 members 
Entering Unmasked Estep 
Score: -6191300.000000 Penalty: 5578.540039
	Iteration 1F: 3 clusters Score -6191300 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33925 members 
Mstep: Class 2 contains 42729 members 
Entering Unmasked Estep 
Score: -6192384.500000 Penalty: 5578.540039
	Iteration 2Q: 3 clusters Score -6192384 nChanged 3791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31392 members 
Mstep: Class 2 contains 45262 members 
Entering Unmasked Estep 
Score: -6194167.000000 Penalty: 5578.540039
	Iteration 3Q: 3 clusters Score -6194167 nChanged 4885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27785 members 
Mstep: Class 2 contains 48869 members 
Entering Unmasked Estep 
Score: -6197175.000000 Penalty: 5578.540039
	Iteration 4F: 3 clusters Score -6197175 nChanged 5835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23056 members 
Mstep: Class 2 contains 53598 members 
Entering Unmasked Estep 
Score: -6201679.000000 Penalty: 5578.540039
	Iteration 5F: 3 clusters Score -6201679 nChanged 6327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17729 members 
Mstep: Class 2 contains 58925 members 
Entering Unmasked Estep 
Score: -6207165.500000 Penalty: 5578.540039
	Iteration 6F: 3 clusters Score -6207166 nChanged 5424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 63619 members 
Entering Unmasked Estep 
Score: -6211966.000000 Penalty: 5578.540039
	Iteration 7F: 3 clusters Score -6211966 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 66923 members 
Entering Unmasked Estep 
Score: -6215232.500000 Penalty: 5578.540039
	Iteration 8Q: 3 clusters Score -6215232 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 69039 members 
Entering Unmasked Estep 
Score: -6217257.500000 Penalty: 5578.540039
	Iteration 9Q: 3 clusters Score -6217258 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 70286 members 
Entering Unmasked Estep 
Score: -6218324.500000 Penalty: 5578.540039
	Iteration 10Q: 3 clusters Score -6218324 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 71033 members 
Entering Unmasked Estep 
Score: -6218972.000000 Penalty: 5578.540039
	Iteration 11Q: 3 clusters Score -6218972 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 71586 members 
Entering Unmasked Estep 
Score: -6219280.000000 Penalty: 5578.540039
	Iteration 12Q: 3 clusters Score -6219280 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 72045 members 
Entering Unmasked Estep 
Score: -6219500.500000 Penalty: 5578.540039
	Iteration 13Q: 3 clusters Score -6219500 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 72405 members 
Entering Unmasked Estep 
Score: -6219630.500000 Penalty: 5578.540039
	Iteration 14Q: 3 clusters Score -6219630 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 72714 members 
Entering Unmasked Estep 
Score: -6219751.000000 Penalty: 5578.540039
	Iteration 15Q: 3 clusters Score -6219751 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 72986 members 
Entering Unmasked Estep 
Score: -6219813.000000 Penalty: 5578.540039
	Iteration 16Q: 3 clusters Score -6219813 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 73221 members 
Entering Unmasked Estep 
Score: -6219874.500000 Penalty: 5578.540039
	Iteration 17Q: 3 clusters Score -6219874 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 73423 members 
Entering Unmasked Estep 
Score: -6219959.500000 Penalty: 5578.540039
	Iteration 18Q: 3 clusters Score -6219960 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 73622 members 
Entering Unmasked Estep 
Score: -6220004.500000 Penalty: 5578.540039
	Iteration 19Q: 3 clusters Score -6220004 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 73784 members 
Entering Unmasked Estep 
Score: -6220045.500000 Penalty: 5578.540039
	Iteration 20F: 3 clusters Score -6220046 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 73925 members 
Entering Unmasked Estep 
Score: -6220074.000000 Penalty: 5578.540039
	Iteration 21Q: 3 clusters Score -6220074 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 74039 members 
Entering Unmasked Estep 
Score: -6220097.500000 Penalty: 5578.540039
	Iteration 22Q: 3 clusters Score -6220098 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 74145 members 
Entering Unmasked Estep 
Score: -6220135.000000 Penalty: 5578.540039
	Iteration 23Q: 3 clusters Score -6220135 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 74231 members 
Entering Unmasked Estep 
Score: -6220167.500000 Penalty: 5578.540039
	Iteration 24Q: 3 clusters Score -6220168 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 74304 members 
Entering Unmasked Estep 
Score: -6220203.000000 Penalty: 5578.540039
	Iteration 25Q: 3 clusters Score -6220203 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 74374 members 
Entering Unmasked Estep 
Score: -6220212.500000 Penalty: 5578.540039
	Iteration 26Q: 3 clusters Score -6220212 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 74428 members 
Entering Unmasked Estep 
Score: -6220209.500000 Penalty: 5578.540039
	Iteration 27Q: 3 clusters Score -6220210 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 74482 members 
Entering Unmasked Estep 
Score: -6220217.000000 Penalty: 5578.540039
	Iteration 28Q: 3 clusters Score -6220217 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 74520 members 
Entering Unmasked Estep 
Score: -6220216.000000 Penalty: 5578.540039
	Iteration 29Q: 3 clusters Score -6220216 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 74565 members 
Entering Unmasked Estep 
Score: -6220237.000000 Penalty: 5578.540039
	Iteration 30Q: 3 clusters Score -6220237 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 74612 members 
Entering Unmasked Estep 
Score: -6220264.000000 Penalty: 5578.540039
	Iteration 31Q: 3 clusters Score -6220264 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 74651 members 
Entering Unmasked Estep 
Score: -6220259.500000 Penalty: 5578.540039
	Iteration 32Q: 3 clusters Score -6220260 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 74679 members 
Entering Unmasked Estep 
Score: -6220274.500000 Penalty: 5578.540039
	Iteration 33Q: 3 clusters Score -6220274 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 74699 members 
Entering Unmasked Estep 
Score: -6220278.500000 Penalty: 5578.540039
	Iteration 34Q: 3 clusters Score -6220278 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 74718 members 
Entering Unmasked Estep 
Score: -6220279.500000 Penalty: 5578.540039
	Iteration 35Q: 3 clusters Score -6220280 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 74736 members 
Entering Unmasked Estep 
Score: -6220287.500000 Penalty: 5578.540039
	Iteration 36Q: 3 clusters Score -6220288 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 74747 members 
Entering Unmasked Estep 
Score: -6220294.500000 Penalty: 5578.540039
	Iteration 37Q: 3 clusters Score -6220294 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 74757 members 
Entering Unmasked Estep 
Score: -6220306.000000 Penalty: 5578.540039
	Iteration 38Q: 3 clusters Score -6220306 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 74767 members 
Entering Unmasked Estep 
Score: -6220308.000000 Penalty: 5578.540039
	Iteration 39Q: 3 clusters Score -6220308 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 74776 members 
Entering Unmasked Estep 
Score: -6220312.500000 Penalty: 5578.540039
	Iteration 40F: 3 clusters Score -6220312 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 74786 members 
Entering Unmasked Estep 
Score: -6220314.500000 Penalty: 5578.540039
	Iteration 41Q: 3 clusters Score -6220314 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 74797 members 
Entering Unmasked Estep 
Score: -6220313.500000 Penalty: 5578.540039
	Iteration 42Q: 3 clusters Score -6220314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 74804 members 
Entering Unmasked Estep 
Score: -6220315.000000 Penalty: 5578.540039
	Iteration 43Q: 3 clusters Score -6220315 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 74807 members 
Entering Unmasked Estep 
Score: -6220316.500000 Penalty: 5578.540039
	Iteration 44Q: 3 clusters Score -6220316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 74809 members 
Entering Unmasked Estep 
Score: -6220311.500000 Penalty: 5578.540039
	Iteration 45Q: 3 clusters Score -6220312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 74811 members 
Entering Unmasked Estep 
Score: -6220310.500000 Penalty: 5578.540039
	Iteration 46Q: 3 clusters Score -6220310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 74811 members 
Entering Unmasked Estep 
Score: -6220310.500000 Penalty: 5578.540039
	Iteration 47F: 3 clusters Score -6220310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Entering Unmasked Estep 
Score: -292754.906250 Penalty: 2088.165283
	Iteration 0F: 2 clusters Score -292754.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -288598.437500 Penalty: 4176.330566
	Iteration 0F: 3 clusters Score -288598.4 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -289829.468750 Penalty: 4176.330566
	Iteration 1F: 3 clusters Score -289829.5 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -290264.875000 Penalty: 4176.330566
	Iteration 2F: 3 clusters Score -290264.9 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -290684.968750 Penalty: 4176.330566
	Iteration 3F: 3 clusters Score -290685 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -291145.312500 Penalty: 4176.330566
	Iteration 4F: 3 clusters Score -291145.3 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -291672.343750 Penalty: 4176.330566
	Iteration 5F: 3 clusters Score -291672.3 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -292167.781250 Penalty: 4176.330566
	Iteration 6F: 3 clusters Score -292167.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -292527.187500 Penalty: 4176.330566
	Iteration 7F: 3 clusters Score -292527.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -292690.812500 Penalty: 4176.330566
	Iteration 8Q: 3 clusters Score -292690.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -292767.843750 Penalty: 4176.330566
	Iteration 9Q: 3 clusters Score -292767.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -292800.531250 Penalty: 4176.330566
	Iteration 10Q: 3 clusters Score -292800.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -292815.968750 Penalty: 4176.330566
	Iteration 11Q: 3 clusters Score -292816 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -292824.062500 Penalty: 4176.330566
	Iteration 12Q: 3 clusters Score -292824.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -292831.375000 Penalty: 4176.330566
	Iteration 13Q: 3 clusters Score -292831.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -292837.062500 Penalty: 4176.330566
	Iteration 14Q: 3 clusters Score -292837.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -292840.687500 Penalty: 4176.330566
	Iteration 15Q: 3 clusters Score -292840.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -292842.500000 Penalty: 4176.330566
	Iteration 16Q: 3 clusters Score -292842.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -292843.125000 Penalty: 4176.330566
	Iteration 17Q: 3 clusters Score -292843.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -292843.125000 Penalty: 4176.330566
	Iteration 18F: 3 clusters Score -292843.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8427 members 
Mstep: Class 4 contains 3246 members 
Mstep: Class 5 contains 17076 members 
Mstep: Class 6 contains 28287 members 
Mstep: Class 7 contains 19084 members 
Mstep: Class 8 contains 6510 members 
Mstep: Class 9 contains 60629 members 
Mstep: Class 10 contains 70287 members 
Mstep: Class 11 contains 6083 members 
Mstep: Class 12 contains 8858 members 
Mstep: Class 13 contains 14351 members 
Mstep: Class 14 contains 4791 members 
Mstep: Class 15 contains 7832 members 
Mstep: Class 16 contains 6144 members 
Mstep: Class 17 contains 153506 members 
Mstep: Class 18 contains 7439 members 
Mstep: Class 19 contains 39716 members 
Mstep: Class 20 contains 23963 members 
Mstep: Class 21 contains 6324 members 
Mstep: Class 22 contains 4029 members 
Mstep: Class 23 contains 76654 members 
Mstep: Class 24 contains 1737 members 
Mstep: Class 25 contains 4996 members 
Mstep: Class 26 contains 63999 members 
Mstep: Class 27 contains 4508 members 
Mstep: Class 28 contains 119885 members 
Mstep: Class 29 contains 13716 members 
Mstep: Class 30 contains 44668 members 
Mstep: Class 31 contains 25648 members 
Mstep: Class 32 contains 1215 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 70267 members 
Mstep: Class 35 contains 518603 members 
Mstep: Class 36 contains 2800 members 
Entering Unmasked Estep 
Score: -111983232.000000 Penalty: 126742.460938
Splitting cluster 24 changes total score from -111984608.000000 to -111983232.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (4996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Entering Unmasked Estep 
Score: -392212.125000 Penalty: 2112.065430
	Iteration 0F: 2 clusters Score -392212.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -387681.468750 Penalty: 4224.130859
	Iteration 0F: 3 clusters Score -387681.5 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -388748.468750 Penalty: 4224.130859
	Iteration 1F: 3 clusters Score -388748.5 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -388937.562500 Penalty: 4224.130859
	Iteration 2F: 3 clusters Score -388937.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -389087.812500 Penalty: 4224.130859
	Iteration 3F: 3 clusters Score -389087.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -389186.843750 Penalty: 4224.130859
	Iteration 4Q: 3 clusters Score -389186.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -389251.000000 Penalty: 4224.130859
	Iteration 5Q: 3 clusters Score -389251 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -389301.562500 Penalty: 4224.130859
	Iteration 6Q: 3 clusters Score -389301.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -389335.437500 Penalty: 4224.130859
	Iteration 7Q: 3 clusters Score -389335.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -389354.343750 Penalty: 4224.130859
	Iteration 8Q: 3 clusters Score -389354.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -389372.000000 Penalty: 4224.130859
	Iteration 9Q: 3 clusters Score -389372 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -389382.406250 Penalty: 4224.130859
	Iteration 10Q: 3 clusters Score -389382.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -389391.718750 Penalty: 4224.130859
	Iteration 11Q: 3 clusters Score -389391.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -389399.500000 Penalty: 4224.130859
	Iteration 12Q: 3 clusters Score -389399.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -389406.656250 Penalty: 4224.130859
	Iteration 13Q: 3 clusters Score -389406.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -389415.468750 Penalty: 4224.130859
	Iteration 14Q: 3 clusters Score -389415.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -389422.406250 Penalty: 4224.130859
	Iteration 15Q: 3 clusters Score -389422.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -389430.187500 Penalty: 4224.130859
	Iteration 16Q: 3 clusters Score -389430.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -389432.531250 Penalty: 4224.130859
	Iteration 17Q: 3 clusters Score -389432.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -389433.968750 Penalty: 4224.130859
	Iteration 18Q: 3 clusters Score -389434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -389435.968750 Penalty: 4224.130859
	Iteration 19Q: 3 clusters Score -389436 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -389438.500000 Penalty: 4224.130859
	Iteration 20F: 3 clusters Score -389438.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -389440.718750 Penalty: 4224.130859
	Iteration 21Q: 3 clusters Score -389440.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -389442.125000 Penalty: 4224.130859
	Iteration 22Q: 3 clusters Score -389442.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -389443.750000 Penalty: 4224.130859
	Iteration 23Q: 3 clusters Score -389443.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -389445.343750 Penalty: 4224.130859
	Iteration 24Q: 3 clusters Score -389445.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -389447.000000 Penalty: 4224.130859
	Iteration 25Q: 3 clusters Score -389447 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -389447.500000 Penalty: 4224.130859
	Iteration 26Q: 3 clusters Score -389447.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -389447.281250 Penalty: 4224.130859
	Iteration 27Q: 3 clusters Score -389447.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -389447.562500 Penalty: 4224.130859
	Iteration 28Q: 3 clusters Score -389447.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -389449.312500 Penalty: 4224.130859
	Iteration 29Q: 3 clusters Score -389449.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -389451.187500 Penalty: 4224.130859
	Iteration 30Q: 3 clusters Score -389451.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -389452.343750 Penalty: 4224.130859
	Iteration 31Q: 3 clusters Score -389452.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -389455.281250 Penalty: 4224.130859
	Iteration 32Q: 3 clusters Score -389455.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -389457.281250 Penalty: 4224.130859
	Iteration 33Q: 3 clusters Score -389457.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -389459.343750 Penalty: 4224.130859
	Iteration 34Q: 3 clusters Score -389459.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -389463.812500 Penalty: 4224.130859
	Iteration 35Q: 3 clusters Score -389463.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -389467.750000 Penalty: 4224.130859
	Iteration 36Q: 3 clusters Score -389467.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -389471.593750 Penalty: 4224.130859
	Iteration 37Q: 3 clusters Score -389471.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -389475.375000 Penalty: 4224.130859
	Iteration 38Q: 3 clusters Score -389475.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -389477.812500 Penalty: 4224.130859
	Iteration 39Q: 3 clusters Score -389477.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -389479.718750 Penalty: 4224.130859
	Iteration 40F: 3 clusters Score -389479.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -389481.375000 Penalty: 4224.130859
	Iteration 41Q: 3 clusters Score -389481.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -389482.468750 Penalty: 4224.130859
	Iteration 42Q: 3 clusters Score -389482.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -389483.843750 Penalty: 4224.130859
	Iteration 43Q: 3 clusters Score -389483.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -389484.750000 Penalty: 4224.130859
	Iteration 44Q: 3 clusters Score -389484.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -389486.031250 Penalty: 4224.130859
	Iteration 45Q: 3 clusters Score -389486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -389486.250000 Penalty: 4224.130859
	Iteration 46Q: 3 clusters Score -389486.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -389487.937500 Penalty: 4224.130859
	Iteration 47Q: 3 clusters Score -389487.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -389490.156250 Penalty: 4224.130859
	Iteration 48Q: 3 clusters Score -389490.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -389492.531250 Penalty: 4224.130859
	Iteration 49Q: 3 clusters Score -389492.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -389497.500000 Penalty: 4224.130859
	Iteration 50Q: 3 clusters Score -389497.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -389499.312500 Penalty: 4224.130859
	Iteration 51Q: 3 clusters Score -389499.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -389503.000000 Penalty: 4224.130859
	Iteration 52Q: 3 clusters Score -389503 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -389504.375000 Penalty: 4224.130859
	Iteration 53Q: 3 clusters Score -389504.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -389507.156250 Penalty: 4224.130859
	Iteration 54Q: 3 clusters Score -389507.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -389509.406250 Penalty: 4224.130859
	Iteration 55Q: 3 clusters Score -389509.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -389511.281250 Penalty: 4224.130859
	Iteration 56Q: 3 clusters Score -389511.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -389511.906250 Penalty: 4224.130859
	Iteration 57Q: 3 clusters Score -389511.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -389511.656250 Penalty: 4224.130859
	Iteration 58Q: 3 clusters Score -389511.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -389512.843750 Penalty: 4224.130859
	Iteration 59Q: 3 clusters Score -389512.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -389512.500000 Penalty: 4224.130859
	Iteration 60F: 3 clusters Score -389512.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (63999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63999 members 
Entering Unmasked Estep 
Score: -4903010.500000 Penalty: 2744.522461
	Iteration 0F: 2 clusters Score -4903010 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32097 members 
Mstep: Class 2 contains 31902 members 
Entering Unmasked Estep 
Score: -4859987.500000 Penalty: 5489.044922
	Iteration 0F: 3 clusters Score -4859988 nChanged 29896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32273 members 
Mstep: Class 2 contains 31726 members 
Entering Unmasked Estep 
Score: -4877110.000000 Penalty: 5489.044922
	Iteration 1F: 3 clusters Score -4877110 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32452 members 
Mstep: Class 2 contains 31547 members 
Entering Unmasked Estep 
Score: -4877891.500000 Penalty: 5489.044922
	Iteration 2Q: 3 clusters Score -4877892 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32804 members 
Mstep: Class 2 contains 31195 members 
Entering Unmasked Estep 
Score: -4878701.500000 Penalty: 5489.044922
	Iteration 3Q: 3 clusters Score -4878702 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33361 members 
Mstep: Class 2 contains 30638 members 
Entering Unmasked Estep 
Score: -4879875.000000 Penalty: 5489.044922
	Iteration 4Q: 3 clusters Score -4879875 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34127 members 
Mstep: Class 2 contains 29872 members 
Entering Unmasked Estep 
Score: -4881466.500000 Penalty: 5489.044922
	Iteration 5Q: 3 clusters Score -4881466 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35022 members 
Mstep: Class 2 contains 28977 members 
Entering Unmasked Estep 
Score: -4883742.500000 Penalty: 5489.044922
	Iteration 6F: 3 clusters Score -4883742 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35914 members 
Mstep: Class 2 contains 28085 members 
Entering Unmasked Estep 
Score: -4886915.500000 Penalty: 5489.044922
	Iteration 7F: 3 clusters Score -4886916 nChanged 4317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36585 members 
Mstep: Class 2 contains 27414 members 
Entering Unmasked Estep 
Score: -4890436.500000 Penalty: 5489.044922
	Iteration 8F: 3 clusters Score -4890436 nChanged 4031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36914 members 
Mstep: Class 2 contains 27085 members 
Entering Unmasked Estep 
Score: -4893342.500000 Penalty: 5489.044922
	Iteration 9F: 3 clusters Score -4893342 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36963 members 
Mstep: Class 2 contains 27036 members 
Entering Unmasked Estep 
Score: -4895028.500000 Penalty: 5489.044922
	Iteration 10Q: 3 clusters Score -4895028 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36877 members 
Mstep: Class 2 contains 27122 members 
Entering Unmasked Estep 
Score: -4895776.000000 Penalty: 5489.044922
	Iteration 11Q: 3 clusters Score -4895776 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36825 members 
Mstep: Class 2 contains 27174 members 
Entering Unmasked Estep 
Score: -4896116.000000 Penalty: 5489.044922
	Iteration 12Q: 3 clusters Score -4896116 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36804 members 
Mstep: Class 2 contains 27195 members 
Entering Unmasked Estep 
Score: -4896353.000000 Penalty: 5489.044922
	Iteration 13Q: 3 clusters Score -4896353 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36792 members 
Mstep: Class 2 contains 27207 members 
Entering Unmasked Estep 
Score: -4896515.500000 Penalty: 5489.044922
	Iteration 14Q: 3 clusters Score -4896516 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36818 members 
Mstep: Class 2 contains 27181 members 
Entering Unmasked Estep 
Score: -4896652.000000 Penalty: 5489.044922
	Iteration 15Q: 3 clusters Score -4896652 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36839 members 
Mstep: Class 2 contains 27160 members 
Entering Unmasked Estep 
Score: -4896744.500000 Penalty: 5489.044922
	Iteration 16Q: 3 clusters Score -4896744 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36874 members 
Mstep: Class 2 contains 27125 members 
Entering Unmasked Estep 
Score: -4896901.000000 Penalty: 5489.044922
	Iteration 17Q: 3 clusters Score -4896901 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36894 members 
Mstep: Class 2 contains 27105 members 
Entering Unmasked Estep 
Score: -4896992.000000 Penalty: 5489.044922
	Iteration 18Q: 3 clusters Score -4896992 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36970 members 
Mstep: Class 2 contains 27029 members 
Entering Unmasked Estep 
Score: -4897119.500000 Penalty: 5489.044922
	Iteration 19Q: 3 clusters Score -4897120 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37086 members 
Mstep: Class 2 contains 26913 members 
Entering Unmasked Estep 
Score: -4897222.500000 Penalty: 5489.044922
	Iteration 20F: 3 clusters Score -4897222 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37222 members 
Mstep: Class 2 contains 26777 members 
Entering Unmasked Estep 
Score: -4897292.000000 Penalty: 5489.044922
	Iteration 21Q: 3 clusters Score -4897292 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37409 members 
Mstep: Class 2 contains 26590 members 
Entering Unmasked Estep 
Score: -4897377.000000 Penalty: 5489.044922
	Iteration 22Q: 3 clusters Score -4897377 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37595 members 
Mstep: Class 2 contains 26404 members 
Entering Unmasked Estep 
Score: -4897491.500000 Penalty: 5489.044922
	Iteration 23Q: 3 clusters Score -4897492 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37791 members 
Mstep: Class 2 contains 26208 members 
Entering Unmasked Estep 
Score: -4897588.000000 Penalty: 5489.044922
	Iteration 24Q: 3 clusters Score -4897588 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38033 members 
Mstep: Class 2 contains 25966 members 
Entering Unmasked Estep 
Score: -4897709.000000 Penalty: 5489.044922
	Iteration 25Q: 3 clusters Score -4897709 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38271 members 
Mstep: Class 2 contains 25728 members 
Entering Unmasked Estep 
Score: -4897821.000000 Penalty: 5489.044922
	Iteration 26Q: 3 clusters Score -4897821 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38487 members 
Mstep: Class 2 contains 25512 members 
Entering Unmasked Estep 
Score: -4897973.500000 Penalty: 5489.044922
	Iteration 27Q: 3 clusters Score -4897974 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38727 members 
Mstep: Class 2 contains 25272 members 
Entering Unmasked Estep 
Score: -4898113.000000 Penalty: 5489.044922
	Iteration 28Q: 3 clusters Score -4898113 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38951 members 
Mstep: Class 2 contains 25048 members 
Entering Unmasked Estep 
Score: -4898228.500000 Penalty: 5489.044922
	Iteration 29Q: 3 clusters Score -4898228 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39195 members 
Mstep: Class 2 contains 24804 members 
Entering Unmasked Estep 
Score: -4898331.500000 Penalty: 5489.044922
	Iteration 30Q: 3 clusters Score -4898332 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39433 members 
Mstep: Class 2 contains 24566 members 
Entering Unmasked Estep 
Score: -4898476.500000 Penalty: 5489.044922
	Iteration 31Q: 3 clusters Score -4898476 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39667 members 
Mstep: Class 2 contains 24332 members 
Entering Unmasked Estep 
Score: -4898583.500000 Penalty: 5489.044922
	Iteration 32Q: 3 clusters Score -4898584 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39916 members 
Mstep: Class 2 contains 24083 members 
Entering Unmasked Estep 
Score: -4898698.500000 Penalty: 5489.044922
	Iteration 33Q: 3 clusters Score -4898698 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40145 members 
Mstep: Class 2 contains 23854 members 
Entering Unmasked Estep 
Score: -4898798.500000 Penalty: 5489.044922
	Iteration 34Q: 3 clusters Score -4898798 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40392 members 
Mstep: Class 2 contains 23607 members 
Entering Unmasked Estep 
Score: -4898927.000000 Penalty: 5489.044922
	Iteration 35Q: 3 clusters Score -4898927 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40587 members 
Mstep: Class 2 contains 23412 members 
Entering Unmasked Estep 
Score: -4899022.000000 Penalty: 5489.044922
	Iteration 36Q: 3 clusters Score -4899022 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40751 members 
Mstep: Class 2 contains 23248 members 
Entering Unmasked Estep 
Score: -4899109.500000 Penalty: 5489.044922
	Iteration 37Q: 3 clusters Score -4899110 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40881 members 
Mstep: Class 2 contains 23118 members 
Entering Unmasked Estep 
Score: -4899206.500000 Penalty: 5489.044922
	Iteration 38Q: 3 clusters Score -4899206 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40952 members 
Mstep: Class 2 contains 23047 members 
Entering Unmasked Estep 
Score: -4899272.500000 Penalty: 5489.044922
	Iteration 39Q: 3 clusters Score -4899272 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40987 members 
Mstep: Class 2 contains 23012 members 
Entering Unmasked Estep 
Score: -4899322.000000 Penalty: 5489.044922
	Iteration 40F: 3 clusters Score -4899322 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41028 members 
Mstep: Class 2 contains 22971 members 
Entering Unmasked Estep 
Score: -4899383.000000 Penalty: 5489.044922
	Iteration 41Q: 3 clusters Score -4899383 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41065 members 
Mstep: Class 2 contains 22934 members 
Entering Unmasked Estep 
Score: -4899419.000000 Penalty: 5489.044922
	Iteration 42Q: 3 clusters Score -4899419 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41114 members 
Mstep: Class 2 contains 22885 members 
Entering Unmasked Estep 
Score: -4899446.500000 Penalty: 5489.044922
	Iteration 43Q: 3 clusters Score -4899446 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41162 members 
Mstep: Class 2 contains 22837 members 
Entering Unmasked Estep 
Score: -4899499.500000 Penalty: 5489.044922
	Iteration 44Q: 3 clusters Score -4899500 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41215 members 
Mstep: Class 2 contains 22784 members 
Entering Unmasked Estep 
Score: -4899541.500000 Penalty: 5489.044922
	Iteration 45Q: 3 clusters Score -4899542 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41262 members 
Mstep: Class 2 contains 22737 members 
Entering Unmasked Estep 
Score: -4899583.000000 Penalty: 5489.044922
	Iteration 46Q: 3 clusters Score -4899583 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41320 members 
Mstep: Class 2 contains 22679 members 
Entering Unmasked Estep 
Score: -4899615.000000 Penalty: 5489.044922
	Iteration 47Q: 3 clusters Score -4899615 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41366 members 
Mstep: Class 2 contains 22633 members 
Entering Unmasked Estep 
Score: -4899625.500000 Penalty: 5489.044922
	Iteration 48Q: 3 clusters Score -4899626 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41395 members 
Mstep: Class 2 contains 22604 members 
Entering Unmasked Estep 
Score: -4899632.000000 Penalty: 5489.044922
	Iteration 49Q: 3 clusters Score -4899632 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41431 members 
Mstep: Class 2 contains 22568 members 
Entering Unmasked Estep 
Score: -4899621.500000 Penalty: 5489.044922
	Iteration 50Q: 3 clusters Score -4899622 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41457 members 
Mstep: Class 2 contains 22542 members 
Entering Unmasked Estep 
Score: -4899636.500000 Penalty: 5489.044922
	Iteration 51Q: 3 clusters Score -4899636 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41482 members 
Mstep: Class 2 contains 22517 members 
Entering Unmasked Estep 
Score: -4899658.500000 Penalty: 5489.044922
	Iteration 52Q: 3 clusters Score -4899658 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41503 members 
Mstep: Class 2 contains 22496 members 
Entering Unmasked Estep 
Score: -4899683.500000 Penalty: 5489.044922
	Iteration 53Q: 3 clusters Score -4899684 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41538 members 
Mstep: Class 2 contains 22461 members 
Entering Unmasked Estep 
Score: -4899692.500000 Penalty: 5489.044922
	Iteration 54Q: 3 clusters Score -4899692 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41575 members 
Mstep: Class 2 contains 22424 members 
Entering Unmasked Estep 
Score: -4899702.500000 Penalty: 5489.044922
	Iteration 55Q: 3 clusters Score -4899702 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41616 members 
Mstep: Class 2 contains 22383 members 
Entering Unmasked Estep 
Score: -4899711.000000 Penalty: 5489.044922
	Iteration 56Q: 3 clusters Score -4899711 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41646 members 
Mstep: Class 2 contains 22353 members 
Entering Unmasked Estep 
Score: -4899697.000000 Penalty: 5489.044922
	Iteration 57Q: 3 clusters Score -4899697 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41684 members 
Mstep: Class 2 contains 22315 members 
Entering Unmasked Estep 
Score: -4899705.000000 Penalty: 5489.044922
	Iteration 58Q: 3 clusters Score -4899705 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41708 members 
Mstep: Class 2 contains 22291 members 
Entering Unmasked Estep 
Score: -4899717.000000 Penalty: 5489.044922
	Iteration 59Q: 3 clusters Score -4899717 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41732 members 
Mstep: Class 2 contains 22267 members 
Entering Unmasked Estep 
Score: -4899714.500000 Penalty: 5489.044922
	Iteration 60F: 3 clusters Score -4899714 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41751 members 
Mstep: Class 2 contains 22248 members 
Entering Unmasked Estep 
Score: -4899727.500000 Penalty: 5489.044922
	Iteration 61Q: 3 clusters Score -4899728 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41764 members 
Mstep: Class 2 contains 22235 members 
Entering Unmasked Estep 
Score: -4899722.000000 Penalty: 5489.044922
	Iteration 62Q: 3 clusters Score -4899722 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41784 members 
Mstep: Class 2 contains 22215 members 
Entering Unmasked Estep 
Score: -4899729.500000 Penalty: 5489.044922
	Iteration 63Q: 3 clusters Score -4899730 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41791 members 
Mstep: Class 2 contains 22208 members 
Entering Unmasked Estep 
Score: -4899732.500000 Penalty: 5489.044922
	Iteration 64Q: 3 clusters Score -4899732 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41791 members 
Mstep: Class 2 contains 22208 members 
Entering Unmasked Estep 
Score: -4899736.000000 Penalty: 5489.044922
	Iteration 65Q: 3 clusters Score -4899736 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41784 members 
Mstep: Class 2 contains 22215 members 
Entering Unmasked Estep 
Score: -4899745.500000 Penalty: 5489.044922
	Iteration 66Q: 3 clusters Score -4899746 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41777 members 
Mstep: Class 2 contains 22222 members 
Entering Unmasked Estep 
Score: -4899749.500000 Penalty: 5489.044922
	Iteration 67Q: 3 clusters Score -4899750 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41798 members 
Mstep: Class 2 contains 22201 members 
Entering Unmasked Estep 
Score: -4899773.500000 Penalty: 5489.044922
	Iteration 68Q: 3 clusters Score -4899774 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41809 members 
Mstep: Class 2 contains 22190 members 
Entering Unmasked Estep 
Score: -4899783.500000 Penalty: 5489.044922
	Iteration 69Q: 3 clusters Score -4899784 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41807 members 
Mstep: Class 2 contains 22192 members 
Entering Unmasked Estep 
Score: -4899780.500000 Penalty: 5489.044922
	Iteration 70Q: 3 clusters Score -4899780 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41819 members 
Mstep: Class 2 contains 22180 members 
Entering Unmasked Estep 
Score: -4899789.500000 Penalty: 5489.044922
	Iteration 71Q: 3 clusters Score -4899790 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41818 members 
Mstep: Class 2 contains 22181 members 
Entering Unmasked Estep 
Score: -4899814.000000 Penalty: 5489.044922
	Iteration 72Q: 3 clusters Score -4899814 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41801 members 
Mstep: Class 2 contains 22198 members 
Entering Unmasked Estep 
Score: -4899814.000000 Penalty: 5489.044922
	Iteration 73Q: 3 clusters Score -4899814 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41790 members 
Mstep: Class 2 contains 22209 members 
Entering Unmasked Estep 
Score: -4899832.000000 Penalty: 5489.044922
	Iteration 74Q: 3 clusters Score -4899832 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41766 members 
Mstep: Class 2 contains 22233 members 
Entering Unmasked Estep 
Score: -4899839.500000 Penalty: 5489.044922
	Iteration 75Q: 3 clusters Score -4899840 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41749 members 
Mstep: Class 2 contains 22250 members 
Entering Unmasked Estep 
Score: -4899839.500000 Penalty: 5489.044922
	Iteration 76Q: 3 clusters Score -4899840 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41737 members 
Mstep: Class 2 contains 22262 members 
Entering Unmasked Estep 
Score: -4899852.500000 Penalty: 5489.044922
	Iteration 77Q: 3 clusters Score -4899852 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41743 members 
Mstep: Class 2 contains 22256 members 
Entering Unmasked Estep 
Score: -4899859.500000 Penalty: 5489.044922
	Iteration 78Q: 3 clusters Score -4899860 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41740 members 
Mstep: Class 2 contains 22259 members 
Entering Unmasked Estep 
Score: -4899873.500000 Penalty: 5489.044922
	Iteration 79Q: 3 clusters Score -4899874 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41739 members 
Mstep: Class 2 contains 22260 members 
Entering Unmasked Estep 
Score: -4899881.500000 Penalty: 5489.044922
	Iteration 80F: 3 clusters Score -4899882 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41734 members 
Mstep: Class 2 contains 22265 members 
Entering Unmasked Estep 
Score: -4899895.500000 Penalty: 5489.044922
	Iteration 81Q: 3 clusters Score -4899896 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41745 members 
Mstep: Class 2 contains 22254 members 
Entering Unmasked Estep 
Score: -4899919.500000 Penalty: 5489.044922
	Iteration 82Q: 3 clusters Score -4899920 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41750 members 
Mstep: Class 2 contains 22249 members 
Entering Unmasked Estep 
Score: -4899916.000000 Penalty: 5489.044922
	Iteration 83Q: 3 clusters Score -4899916 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41760 members 
Mstep: Class 2 contains 22239 members 
Entering Unmasked Estep 
Score: -4899922.500000 Penalty: 5489.044922
	Iteration 84Q: 3 clusters Score -4899922 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41762 members 
Mstep: Class 2 contains 22237 members 
Entering Unmasked Estep 
Score: -4899929.500000 Penalty: 5489.044922
	Iteration 85Q: 3 clusters Score -4899930 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41770 members 
Mstep: Class 2 contains 22229 members 
Entering Unmasked Estep 
Score: -4899949.000000 Penalty: 5489.044922
	Iteration 86Q: 3 clusters Score -4899949 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41772 members 
Mstep: Class 2 contains 22227 members 
Entering Unmasked Estep 
Score: -4899956.000000 Penalty: 5489.044922
	Iteration 87Q: 3 clusters Score -4899956 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41753 members 
Mstep: Class 2 contains 22246 members 
Entering Unmasked Estep 
Score: -4899950.000000 Penalty: 5489.044922
	Iteration 88Q: 3 clusters Score -4899950 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41739 members 
Mstep: Class 2 contains 22260 members 
Entering Unmasked Estep 
Score: -4899946.500000 Penalty: 5489.044922
	Iteration 89Q: 3 clusters Score -4899946 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41723 members 
Mstep: Class 2 contains 22276 members 
Entering Unmasked Estep 
Score: -4899947.500000 Penalty: 5489.044922
	Iteration 90Q: 3 clusters Score -4899948 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41713 members 
Mstep: Class 2 contains 22286 members 
Entering Unmasked Estep 
Score: -4899956.500000 Penalty: 5489.044922
	Iteration 91Q: 3 clusters Score -4899956 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41697 members 
Mstep: Class 2 contains 22302 members 
Entering Unmasked Estep 
Score: -4899964.000000 Penalty: 5489.044922
	Iteration 92Q: 3 clusters Score -4899964 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41695 members 
Mstep: Class 2 contains 22304 members 
Entering Unmasked Estep 
Score: -4899981.500000 Penalty: 5489.044922
	Iteration 93Q: 3 clusters Score -4899982 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41695 members 
Mstep: Class 2 contains 22304 members 
Entering Unmasked Estep 
Score: -4899973.500000 Penalty: 5489.044922
	Iteration 94Q: 3 clusters Score -4899974 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41688 members 
Mstep: Class 2 contains 22311 members 
Entering Unmasked Estep 
Score: -4899966.500000 Penalty: 5489.044922
	Iteration 95Q: 3 clusters Score -4899966 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41656 members 
Mstep: Class 2 contains 22343 members 
Entering Unmasked Estep 
Score: -4899982.500000 Penalty: 5489.044922
	Iteration 96Q: 3 clusters Score -4899982 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41620 members 
Mstep: Class 2 contains 22379 members 
Entering Unmasked Estep 
Score: -4899995.000000 Penalty: 5489.044922
	Iteration 97Q: 3 clusters Score -4899995 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41599 members 
Mstep: Class 2 contains 22400 members 
Entering Unmasked Estep 
Score: -4899997.500000 Penalty: 5489.044922
	Iteration 98Q: 3 clusters Score -4899998 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41581 members 
Mstep: Class 2 contains 22418 members 
Entering Unmasked Estep 
Score: -4900003.000000 Penalty: 5489.044922
	Iteration 99Q: 3 clusters Score -4900003 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41558 members 
Mstep: Class 2 contains 22441 members 
Entering Unmasked Estep 
Score: -4900007.500000 Penalty: 5489.044922
	Iteration 100F: 3 clusters Score -4900008 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41525 members 
Mstep: Class 2 contains 22474 members 
Entering Unmasked Estep 
Score: -4900004.000000 Penalty: 5489.044922
	Iteration 101Q: 3 clusters Score -4900004 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41499 members 
Mstep: Class 2 contains 22500 members 
Entering Unmasked Estep 
Score: -4900003.500000 Penalty: 5489.044922
	Iteration 102Q: 3 clusters Score -4900004 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41469 members 
Mstep: Class 2 contains 22530 members 
Entering Unmasked Estep 
Score: -4900014.000000 Penalty: 5489.044922
	Iteration 103Q: 3 clusters Score -4900014 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41441 members 
Mstep: Class 2 contains 22558 members 
Entering Unmasked Estep 
Score: -4900017.000000 Penalty: 5489.044922
	Iteration 104Q: 3 clusters Score -4900017 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41424 members 
Mstep: Class 2 contains 22575 members 
Entering Unmasked Estep 
Score: -4900015.500000 Penalty: 5489.044922
	Iteration 105Q: 3 clusters Score -4900016 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41406 members 
Mstep: Class 2 contains 22593 members 
Entering Unmasked Estep 
Score: -4900024.000000 Penalty: 5489.044922
	Iteration 106Q: 3 clusters Score -4900024 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41382 members 
Mstep: Class 2 contains 22617 members 
Entering Unmasked Estep 
Score: -4900023.000000 Penalty: 5489.044922
	Iteration 107Q: 3 clusters Score -4900023 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41368 members 
Mstep: Class 2 contains 22631 members 
Entering Unmasked Estep 
Score: -4900017.500000 Penalty: 5489.044922
	Iteration 108Q: 3 clusters Score -4900018 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41358 members 
Mstep: Class 2 contains 22641 members 
Entering Unmasked Estep 
Score: -4900017.500000 Penalty: 5489.044922
	Iteration 109Q: 3 clusters Score -4900018 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41362 members 
Mstep: Class 2 contains 22637 members 
Entering Unmasked Estep 
Score: -4900013.500000 Penalty: 5489.044922
	Iteration 110Q: 3 clusters Score -4900014 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41364 members 
Mstep: Class 2 contains 22635 members 
Entering Unmasked Estep 
Score: -4900007.500000 Penalty: 5489.044922
	Iteration 111Q: 3 clusters Score -4900008 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41368 members 
Mstep: Class 2 contains 22631 members 
Entering Unmasked Estep 
Score: -4900010.000000 Penalty: 5489.044922
	Iteration 112Q: 3 clusters Score -4900010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41370 members 
Mstep: Class 2 contains 22629 members 
Entering Unmasked Estep 
Score: -4900009.000000 Penalty: 5489.044922
	Iteration 113Q: 3 clusters Score -4900009 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41369 members 
Mstep: Class 2 contains 22630 members 
Entering Unmasked Estep 
Score: -4900014.000000 Penalty: 5489.044922
	Iteration 114Q: 3 clusters Score -4900014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41371 members 
Mstep: Class 2 contains 22628 members 
Entering Unmasked Estep 
Score: -4900010.000000 Penalty: 5489.044922
	Iteration 115Q: 3 clusters Score -4900010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41374 members 
Mstep: Class 2 contains 22625 members 
Entering Unmasked Estep 
Score: -4900012.500000 Penalty: 5489.044922
	Iteration 116Q: 3 clusters Score -4900012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41377 members 
Mstep: Class 2 contains 22622 members 
Entering Unmasked Estep 
Score: -4900021.500000 Penalty: 5489.044922
	Iteration 117Q: 3 clusters Score -4900022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41376 members 
Mstep: Class 2 contains 22623 members 
Entering Unmasked Estep 
Score: -4900022.500000 Penalty: 5489.044922
	Iteration 118Q: 3 clusters Score -4900022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41373 members 
Mstep: Class 2 contains 22626 members 
Entering Unmasked Estep 
Score: -4900023.500000 Penalty: 5489.044922
	Iteration 119Q: 3 clusters Score -4900024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41371 members 
Mstep: Class 2 contains 22628 members 
Entering Unmasked Estep 
Score: -4900017.500000 Penalty: 5489.044922
	Iteration 120F: 3 clusters Score -4900018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41370 members 
Mstep: Class 2 contains 22629 members 
Entering Unmasked Estep 
Score: -4900014.000000 Penalty: 5489.044922
	Iteration 121Q: 3 clusters Score -4900014 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41372 members 
Mstep: Class 2 contains 22627 members 
Entering Unmasked Estep 
Score: -4900012.500000 Penalty: 5489.044922
	Iteration 122Q: 3 clusters Score -4900012 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41368 members 
Mstep: Class 2 contains 22631 members 
Entering Unmasked Estep 
Score: -4900016.500000 Penalty: 5489.044922
	Iteration 123Q: 3 clusters Score -4900016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41366 members 
Mstep: Class 2 contains 22633 members 
Entering Unmasked Estep 
Score: -4900017.000000 Penalty: 5489.044922
	Iteration 124Q: 3 clusters Score -4900017 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41365 members 
Mstep: Class 2 contains 22634 members 
Entering Unmasked Estep 
Score: -4900020.000000 Penalty: 5489.044922
	Iteration 125Q: 3 clusters Score -4900020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41366 members 
Mstep: Class 2 contains 22633 members 
Entering Unmasked Estep 
Score: -4900024.000000 Penalty: 5489.044922
	Iteration 126Q: 3 clusters Score -4900024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41365 members 
Mstep: Class 2 contains 22634 members 
Entering Unmasked Estep 
Score: -4900023.500000 Penalty: 5489.044922
	Iteration 127Q: 3 clusters Score -4900024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41360 members 
Mstep: Class 2 contains 22639 members 
Entering Unmasked Estep 
Score: -4900031.000000 Penalty: 5489.044922
	Iteration 128Q: 3 clusters Score -4900031 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41355 members 
Mstep: Class 2 contains 22644 members 
Entering Unmasked Estep 
Score: -4900030.000000 Penalty: 5489.044922
	Iteration 129Q: 3 clusters Score -4900030 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41350 members 
Mstep: Class 2 contains 22649 members 
Entering Unmasked Estep 
Score: -4900029.000000 Penalty: 5489.044922
	Iteration 130Q: 3 clusters Score -4900029 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41343 members 
Mstep: Class 2 contains 22656 members 
Entering Unmasked Estep 
Score: -4900035.000000 Penalty: 5489.044922
	Iteration 131Q: 3 clusters Score -4900035 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41341 members 
Mstep: Class 2 contains 22658 members 
Entering Unmasked Estep 
Score: -4900033.000000 Penalty: 5489.044922
	Iteration 132Q: 3 clusters Score -4900033 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41336 members 
Mstep: Class 2 contains 22663 members 
Entering Unmasked Estep 
Score: -4900029.000000 Penalty: 5489.044922
	Iteration 133Q: 3 clusters Score -4900029 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41333 members 
Mstep: Class 2 contains 22666 members 
Entering Unmasked Estep 
Score: -4900020.000000 Penalty: 5489.044922
	Iteration 134Q: 3 clusters Score -4900020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41331 members 
Mstep: Class 2 contains 22668 members 
Entering Unmasked Estep 
Score: -4900021.500000 Penalty: 5489.044922
	Iteration 135Q: 3 clusters Score -4900022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41331 members 
Mstep: Class 2 contains 22668 members 
Entering Unmasked Estep 
Score: -4900021.500000 Penalty: 5489.044922
	Iteration 136F: 3 clusters Score -4900022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Entering Unmasked Estep 
Score: -332801.562500 Penalty: 2086.574951
	Iteration 0F: 2 clusters Score -332801.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -328597.000000 Penalty: 4173.149902
	Iteration 0F: 3 clusters Score -328597 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -329618.531250 Penalty: 4173.149902
	Iteration 1F: 3 clusters Score -329618.5 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -329862.500000 Penalty: 4173.149902
	Iteration 2F: 3 clusters Score -329862.5 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -330032.593750 Penalty: 4173.149902
	Iteration 3F: 3 clusters Score -330032.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -330162.875000 Penalty: 4173.149902
	Iteration 4Q: 3 clusters Score -330162.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -330262.843750 Penalty: 4173.149902
	Iteration 5Q: 3 clusters Score -330262.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -330352.656250 Penalty: 4173.149902
	Iteration 6Q: 3 clusters Score -330352.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -330437.875000 Penalty: 4173.149902
	Iteration 7Q: 3 clusters Score -330437.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -330518.687500 Penalty: 4173.149902
	Iteration 8Q: 3 clusters Score -330518.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -330589.781250 Penalty: 4173.149902
	Iteration 9Q: 3 clusters Score -330589.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -330650.593750 Penalty: 4173.149902
	Iteration 10Q: 3 clusters Score -330650.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -330713.500000 Penalty: 4173.149902
	Iteration 11Q: 3 clusters Score -330713.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -330767.406250 Penalty: 4173.149902
	Iteration 12Q: 3 clusters Score -330767.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -330842.843750 Penalty: 4173.149902
	Iteration 13Q: 3 clusters Score -330842.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -330939.531250 Penalty: 4173.149902
	Iteration 14Q: 3 clusters Score -330939.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -331051.156250 Penalty: 4173.149902
	Iteration 15Q: 3 clusters Score -331051.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -331242.781250 Penalty: 4173.149902
	Iteration 16Q: 3 clusters Score -331242.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -331422.687500 Penalty: 4173.149902
	Iteration 17Q: 3 clusters Score -331422.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -331560.656250 Penalty: 4173.149902
	Iteration 18Q: 3 clusters Score -331560.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -331668.062500 Penalty: 4173.149902
	Iteration 19Q: 3 clusters Score -331668.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -331745.875000 Penalty: 4173.149902
	Iteration 20F: 3 clusters Score -331745.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -331797.687500 Penalty: 4173.149902
	Iteration 21Q: 3 clusters Score -331797.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -331832.250000 Penalty: 4173.149902
	Iteration 22Q: 3 clusters Score -331832.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -331860.562500 Penalty: 4173.149902
	Iteration 23Q: 3 clusters Score -331860.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -331888.906250 Penalty: 4173.149902
	Iteration 24Q: 3 clusters Score -331888.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -331904.968750 Penalty: 4173.149902
	Iteration 25Q: 3 clusters Score -331905 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -331916.093750 Penalty: 4173.149902
	Iteration 26Q: 3 clusters Score -331916.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -331926.718750 Penalty: 4173.149902
	Iteration 27Q: 3 clusters Score -331926.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -331932.750000 Penalty: 4173.149902
	Iteration 28Q: 3 clusters Score -331932.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -331935.156250 Penalty: 4173.149902
	Iteration 29Q: 3 clusters Score -331935.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -331938.656250 Penalty: 4173.149902
	Iteration 30Q: 3 clusters Score -331938.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -331941.937500 Penalty: 4173.149902
	Iteration 31Q: 3 clusters Score -331941.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -331943.062500 Penalty: 4173.149902
	Iteration 32Q: 3 clusters Score -331943.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -331943.593750 Penalty: 4173.149902
	Iteration 33Q: 3 clusters Score -331943.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -331943.593750 Penalty: 4173.149902
	Iteration 34F: 3 clusters Score -331943.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (119885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119885 members 
Entering Unmasked Estep 
Score: -9559761.000000 Penalty: 2900.183594
	Iteration 0F: 2 clusters Score -9559761 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59944 members 
Mstep: Class 2 contains 59941 members 
Entering Unmasked Estep 
Score: -9479612.000000 Penalty: 5800.367188
	Iteration 0F: 3 clusters Score -9479612 nChanged 56925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59891 members 
Mstep: Class 2 contains 59994 members 
Entering Unmasked Estep 
Score: -9512327.000000 Penalty: 5800.367188
	Iteration 1F: 3 clusters Score -9512327 nChanged 3995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59956 members 
Mstep: Class 2 contains 59929 members 
Entering Unmasked Estep 
Score: -9513408.000000 Penalty: 5800.367188
	Iteration 2Q: 3 clusters Score -9513408 nChanged 4344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59894 members 
Mstep: Class 2 contains 59991 members 
Entering Unmasked Estep 
Score: -9514847.000000 Penalty: 5800.367188
	Iteration 3Q: 3 clusters Score -9514847 nChanged 4897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59725 members 
Mstep: Class 2 contains 60160 members 
Entering Unmasked Estep 
Score: -9516697.000000 Penalty: 5800.367188
	Iteration 4Q: 3 clusters Score -9516697 nChanged 5707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59424 members 
Mstep: Class 2 contains 60461 members 
Entering Unmasked Estep 
Score: -9519405.000000 Penalty: 5800.367188
	Iteration 5Q: 3 clusters Score -9519405 nChanged 6607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58883 members 
Mstep: Class 2 contains 61002 members 
Entering Unmasked Estep 
Score: -9523205.000000 Penalty: 5800.367188
	Iteration 6F: 3 clusters Score -9523205 nChanged 7443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58302 members 
Mstep: Class 2 contains 61583 members 
Entering Unmasked Estep 
Score: -9528117.000000 Penalty: 5800.367188
	Iteration 7F: 3 clusters Score -9528117 nChanged 7972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57614 members 
Mstep: Class 2 contains 62271 members 
Entering Unmasked Estep 
Score: -9534217.000000 Penalty: 5800.367188
	Iteration 8F: 3 clusters Score -9534217 nChanged 7583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57169 members 
Mstep: Class 2 contains 62716 members 
Entering Unmasked Estep 
Score: -9539570.000000 Penalty: 5800.367188
	Iteration 9F: 3 clusters Score -9539570 nChanged 5904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56893 members 
Mstep: Class 2 contains 62992 members 
Entering Unmasked Estep 
Score: -9542486.000000 Penalty: 5800.367188
	Iteration 10Q: 3 clusters Score -9542486 nChanged 3984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56529 members 
Mstep: Class 2 contains 63356 members 
Entering Unmasked Estep 
Score: -9543789.000000 Penalty: 5800.367188
	Iteration 11Q: 3 clusters Score -9543789 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56018 members 
Mstep: Class 2 contains 63867 members 
Entering Unmasked Estep 
Score: -9544385.000000 Penalty: 5800.367188
	Iteration 12Q: 3 clusters Score -9544385 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55336 members 
Mstep: Class 2 contains 64549 members 
Entering Unmasked Estep 
Score: -9544770.000000 Penalty: 5800.367188
	Iteration 13Q: 3 clusters Score -9544770 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54535 members 
Mstep: Class 2 contains 65350 members 
Entering Unmasked Estep 
Score: -9545081.000000 Penalty: 5800.367188
	Iteration 14Q: 3 clusters Score -9545081 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53761 members 
Mstep: Class 2 contains 66124 members 
Entering Unmasked Estep 
Score: -9545316.000000 Penalty: 5800.367188
	Iteration 15Q: 3 clusters Score -9545316 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52941 members 
Mstep: Class 2 contains 66944 members 
Entering Unmasked Estep 
Score: -9545564.000000 Penalty: 5800.367188
	Iteration 16Q: 3 clusters Score -9545564 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52125 members 
Mstep: Class 2 contains 67760 members 
Entering Unmasked Estep 
Score: -9545827.000000 Penalty: 5800.367188
	Iteration 17Q: 3 clusters Score -9545827 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51274 members 
Mstep: Class 2 contains 68611 members 
Entering Unmasked Estep 
Score: -9546035.000000 Penalty: 5800.367188
	Iteration 18Q: 3 clusters Score -9546035 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50408 members 
Mstep: Class 2 contains 69477 members 
Entering Unmasked Estep 
Score: -9546281.000000 Penalty: 5800.367188
	Iteration 19Q: 3 clusters Score -9546281 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49541 members 
Mstep: Class 2 contains 70344 members 
Entering Unmasked Estep 
Score: -9546493.000000 Penalty: 5800.367188
	Iteration 20F: 3 clusters Score -9546493 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48651 members 
Mstep: Class 2 contains 71234 members 
Entering Unmasked Estep 
Score: -9546725.000000 Penalty: 5800.367188
	Iteration 21Q: 3 clusters Score -9546725 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47738 members 
Mstep: Class 2 contains 72147 members 
Entering Unmasked Estep 
Score: -9546958.000000 Penalty: 5800.367188
	Iteration 22Q: 3 clusters Score -9546958 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46813 members 
Mstep: Class 2 contains 73072 members 
Entering Unmasked Estep 
Score: -9547152.000000 Penalty: 5800.367188
	Iteration 23Q: 3 clusters Score -9547152 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45869 members 
Mstep: Class 2 contains 74016 members 
Entering Unmasked Estep 
Score: -9547393.000000 Penalty: 5800.367188
	Iteration 24Q: 3 clusters Score -9547393 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44866 members 
Mstep: Class 2 contains 75019 members 
Entering Unmasked Estep 
Score: -9547666.000000 Penalty: 5800.367188
	Iteration 25Q: 3 clusters Score -9547666 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43809 members 
Mstep: Class 2 contains 76076 members 
Entering Unmasked Estep 
Score: -9547933.000000 Penalty: 5800.367188
	Iteration 26Q: 3 clusters Score -9547933 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42720 members 
Mstep: Class 2 contains 77165 members 
Entering Unmasked Estep 
Score: -9548172.000000 Penalty: 5800.367188
	Iteration 27Q: 3 clusters Score -9548172 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41601 members 
Mstep: Class 2 contains 78284 members 
Entering Unmasked Estep 
Score: -9548559.000000 Penalty: 5800.367188
	Iteration 28Q: 3 clusters Score -9548559 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40465 members 
Mstep: Class 2 contains 79420 members 
Entering Unmasked Estep 
Score: -9548878.000000 Penalty: 5800.367188
	Iteration 29Q: 3 clusters Score -9548878 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39247 members 
Mstep: Class 2 contains 80638 members 
Entering Unmasked Estep 
Score: -9549289.000000 Penalty: 5800.367188
	Iteration 30Q: 3 clusters Score -9549289 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37971 members 
Mstep: Class 2 contains 81914 members 
Entering Unmasked Estep 
Score: -9549753.000000 Penalty: 5800.367188
	Iteration 31Q: 3 clusters Score -9549753 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36675 members 
Mstep: Class 2 contains 83210 members 
Entering Unmasked Estep 
Score: -9550186.000000 Penalty: 5800.367188
	Iteration 32Q: 3 clusters Score -9550186 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35403 members 
Mstep: Class 2 contains 84482 members 
Entering Unmasked Estep 
Score: -9550595.000000 Penalty: 5800.367188
	Iteration 33Q: 3 clusters Score -9550595 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34153 members 
Mstep: Class 2 contains 85732 members 
Entering Unmasked Estep 
Score: -9551019.000000 Penalty: 5800.367188
	Iteration 34Q: 3 clusters Score -9551019 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32966 members 
Mstep: Class 2 contains 86919 members 
Entering Unmasked Estep 
Score: -9551370.000000 Penalty: 5800.367188
	Iteration 35Q: 3 clusters Score -9551370 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31827 members 
Mstep: Class 2 contains 88058 members 
Entering Unmasked Estep 
Score: -9551729.000000 Penalty: 5800.367188
	Iteration 36Q: 3 clusters Score -9551729 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30723 members 
Mstep: Class 2 contains 89162 members 
Entering Unmasked Estep 
Score: -9552070.000000 Penalty: 5800.367188
	Iteration 37Q: 3 clusters Score -9552070 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29669 members 
Mstep: Class 2 contains 90216 members 
Entering Unmasked Estep 
Score: -9552293.000000 Penalty: 5800.367188
	Iteration 38Q: 3 clusters Score -9552293 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28676 members 
Mstep: Class 2 contains 91209 members 
Entering Unmasked Estep 
Score: -9552533.000000 Penalty: 5800.367188
	Iteration 39Q: 3 clusters Score -9552533 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27710 members 
Mstep: Class 2 contains 92175 members 
Entering Unmasked Estep 
Score: -9552808.000000 Penalty: 5800.367188
	Iteration 40F: 3 clusters Score -9552808 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26761 members 
Mstep: Class 2 contains 93124 members 
Entering Unmasked Estep 
Score: -9553060.000000 Penalty: 5800.367188
	Iteration 41Q: 3 clusters Score -9553060 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25825 members 
Mstep: Class 2 contains 94060 members 
Entering Unmasked Estep 
Score: -9553312.000000 Penalty: 5800.367188
	Iteration 42Q: 3 clusters Score -9553312 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24907 members 
Mstep: Class 2 contains 94978 members 
Entering Unmasked Estep 
Score: -9553545.000000 Penalty: 5800.367188
	Iteration 43Q: 3 clusters Score -9553545 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24029 members 
Mstep: Class 2 contains 95856 members 
Entering Unmasked Estep 
Score: -9553776.000000 Penalty: 5800.367188
	Iteration 44Q: 3 clusters Score -9553776 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23152 members 
Mstep: Class 2 contains 96733 members 
Entering Unmasked Estep 
Score: -9553943.000000 Penalty: 5800.367188
	Iteration 45Q: 3 clusters Score -9553943 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22332 members 
Mstep: Class 2 contains 97553 members 
Entering Unmasked Estep 
Score: -9554104.000000 Penalty: 5800.367188
	Iteration 46Q: 3 clusters Score -9554104 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21555 members 
Mstep: Class 2 contains 98330 members 
Entering Unmasked Estep 
Score: -9554294.000000 Penalty: 5800.367188
	Iteration 47Q: 3 clusters Score -9554294 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20805 members 
Mstep: Class 2 contains 99080 members 
Entering Unmasked Estep 
Score: -9554467.000000 Penalty: 5800.367188
	Iteration 48Q: 3 clusters Score -9554467 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20115 members 
Mstep: Class 2 contains 99770 members 
Entering Unmasked Estep 
Score: -9554548.000000 Penalty: 5800.367188
	Iteration 49Q: 3 clusters Score -9554548 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19417 members 
Mstep: Class 2 contains 100468 members 
Entering Unmasked Estep 
Score: -9554735.000000 Penalty: 5800.367188
	Iteration 50Q: 3 clusters Score -9554735 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18744 members 
Mstep: Class 2 contains 101141 members 
Entering Unmasked Estep 
Score: -9554822.000000 Penalty: 5800.367188
	Iteration 51Q: 3 clusters Score -9554822 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18085 members 
Mstep: Class 2 contains 101800 members 
Entering Unmasked Estep 
Score: -9554971.000000 Penalty: 5800.367188
	Iteration 52Q: 3 clusters Score -9554971 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17493 members 
Mstep: Class 2 contains 102392 members 
Entering Unmasked Estep 
Score: -9555077.000000 Penalty: 5800.367188
	Iteration 53Q: 3 clusters Score -9555077 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16941 members 
Mstep: Class 2 contains 102944 members 
Entering Unmasked Estep 
Score: -9555150.000000 Penalty: 5800.367188
	Iteration 54Q: 3 clusters Score -9555150 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 103464 members 
Entering Unmasked Estep 
Score: -9555274.000000 Penalty: 5800.367188
	Iteration 55Q: 3 clusters Score -9555274 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15939 members 
Mstep: Class 2 contains 103946 members 
Entering Unmasked Estep 
Score: -9555373.000000 Penalty: 5800.367188
	Iteration 56Q: 3 clusters Score -9555373 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 104389 members 
Entering Unmasked Estep 
Score: -9555399.000000 Penalty: 5800.367188
	Iteration 57Q: 3 clusters Score -9555399 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 104797 members 
Entering Unmasked Estep 
Score: -9555505.000000 Penalty: 5800.367188
	Iteration 58Q: 3 clusters Score -9555505 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 105176 members 
Entering Unmasked Estep 
Score: -9555576.000000 Penalty: 5800.367188
	Iteration 59Q: 3 clusters Score -9555576 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 105527 members 
Entering Unmasked Estep 
Score: -9555639.000000 Penalty: 5800.367188
	Iteration 60F: 3 clusters Score -9555639 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 105848 members 
Entering Unmasked Estep 
Score: -9555638.000000 Penalty: 5800.367188
	Iteration 61Q: 3 clusters Score -9555638 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 106169 members 
Entering Unmasked Estep 
Score: -9555688.000000 Penalty: 5800.367188
	Iteration 62Q: 3 clusters Score -9555688 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 106467 members 
Entering Unmasked Estep 
Score: -9555712.000000 Penalty: 5800.367188
	Iteration 63Q: 3 clusters Score -9555712 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 106726 members 
Entering Unmasked Estep 
Score: -9555733.000000 Penalty: 5800.367188
	Iteration 64Q: 3 clusters Score -9555733 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 106976 members 
Entering Unmasked Estep 
Score: -9555762.000000 Penalty: 5800.367188
	Iteration 65Q: 3 clusters Score -9555762 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 107233 members 
Entering Unmasked Estep 
Score: -9555789.000000 Penalty: 5800.367188
	Iteration 66Q: 3 clusters Score -9555789 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 107483 members 
Entering Unmasked Estep 
Score: -9555834.000000 Penalty: 5800.367188
	Iteration 67Q: 3 clusters Score -9555834 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 107692 members 
Entering Unmasked Estep 
Score: -9555876.000000 Penalty: 5800.367188
	Iteration 68Q: 3 clusters Score -9555876 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 107906 members 
Entering Unmasked Estep 
Score: -9555905.000000 Penalty: 5800.367188
	Iteration 69Q: 3 clusters Score -9555905 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 108130 members 
Entering Unmasked Estep 
Score: -9555937.000000 Penalty: 5800.367188
	Iteration 70Q: 3 clusters Score -9555937 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 108357 members 
Entering Unmasked Estep 
Score: -9555981.000000 Penalty: 5800.367188
	Iteration 71Q: 3 clusters Score -9555981 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 108551 members 
Entering Unmasked Estep 
Score: -9556012.000000 Penalty: 5800.367188
	Iteration 72Q: 3 clusters Score -9556012 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 108754 members 
Entering Unmasked Estep 
Score: -9556092.000000 Penalty: 5800.367188
	Iteration 73Q: 3 clusters Score -9556092 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 108959 members 
Entering Unmasked Estep 
Score: -9556137.000000 Penalty: 5800.367188
	Iteration 74Q: 3 clusters Score -9556137 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 109175 members 
Entering Unmasked Estep 
Score: -9556154.000000 Penalty: 5800.367188
	Iteration 75Q: 3 clusters Score -9556154 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 109408 members 
Entering Unmasked Estep 
Score: -9556182.000000 Penalty: 5800.367188
	Iteration 76Q: 3 clusters Score -9556182 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 109662 members 
Entering Unmasked Estep 
Score: -9556217.000000 Penalty: 5800.367188
	Iteration 77Q: 3 clusters Score -9556217 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 109880 members 
Entering Unmasked Estep 
Score: -9556244.000000 Penalty: 5800.367188
	Iteration 78Q: 3 clusters Score -9556244 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 110099 members 
Entering Unmasked Estep 
Score: -9556276.000000 Penalty: 5800.367188
	Iteration 79Q: 3 clusters Score -9556276 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 110326 members 
Entering Unmasked Estep 
Score: -9556291.000000 Penalty: 5800.367188
	Iteration 80F: 3 clusters Score -9556291 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 110521 members 
Entering Unmasked Estep 
Score: -9556332.000000 Penalty: 5800.367188
	Iteration 81Q: 3 clusters Score -9556332 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 110728 members 
Entering Unmasked Estep 
Score: -9556352.000000 Penalty: 5800.367188
	Iteration 82Q: 3 clusters Score -9556352 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 110927 members 
Entering Unmasked Estep 
Score: -9556395.000000 Penalty: 5800.367188
	Iteration 83Q: 3 clusters Score -9556395 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 111114 members 
Entering Unmasked Estep 
Score: -9556394.000000 Penalty: 5800.367188
	Iteration 84Q: 3 clusters Score -9556394 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 111287 members 
Entering Unmasked Estep 
Score: -9556406.000000 Penalty: 5800.367188
	Iteration 85Q: 3 clusters Score -9556406 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 111461 members 
Entering Unmasked Estep 
Score: -9556425.000000 Penalty: 5800.367188
	Iteration 86Q: 3 clusters Score -9556425 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 111628 members 
Entering Unmasked Estep 
Score: -9556465.000000 Penalty: 5800.367188
	Iteration 87Q: 3 clusters Score -9556465 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 111777 members 
Entering Unmasked Estep 
Score: -9556478.000000 Penalty: 5800.367188
	Iteration 88Q: 3 clusters Score -9556478 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 111927 members 
Entering Unmasked Estep 
Score: -9556511.000000 Penalty: 5800.367188
	Iteration 89Q: 3 clusters Score -9556511 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 112064 members 
Entering Unmasked Estep 
Score: -9556543.000000 Penalty: 5800.367188
	Iteration 90Q: 3 clusters Score -9556543 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 112207 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 112333 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -9556600 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 112439 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -9556625 nChanged 108
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 112547 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -9556637 nChanged 115
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 112662 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -9556640 nChanged 117
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 112779 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -9556619 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 112909 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -9556627 nChanged 132
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Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 113041 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -9556667 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 113174 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -9556684 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 113308 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -9556698 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 113452 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -9556746 nChanged 129
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 113581 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -9556773 nChanged 120
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 113701 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -9556772 nChanged 111
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Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 113812 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -9556796 nChanged 113
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 113925 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -9556842 nChanged 120
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Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 114045 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -9556877 nChanged 121
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 114166 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -9556896 nChanged 117
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Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 114283 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -9556898 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 114383 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -9556942 nChanged 96
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Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 114477 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -9556957 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 114570 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -9556976 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 114664 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -9556993 nChanged 97
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Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 114761 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -9557040 nChanged 101
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Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 114862 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -9557045 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 114954 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -9557077 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 115041 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -9557090 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 115123 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -9557109 nChanged 69
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Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 115192 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -9557112 nChanged 78
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Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 115270 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -9557124 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 115359 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -9557136 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 115448 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -9557170 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 115540 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -9557184 nChanged 92
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Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 115630 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -9557166 nChanged 67
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Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 115695 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -9557178 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 115755 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -9557206 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 115807 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -9557212 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 115853 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -9557208 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 115903 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -9557218 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 115940 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -9557205 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 115978 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -9557212 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 116005 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -9557230 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 116040 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -9557220 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 116082 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -9557203 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 116119 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -9557207 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 116161 members 
Entering Unmasked Estep 
Score: -9557213.000000 Penalty: 5800.367188
	Iteration 135Q: 3 clusters Score -9557213 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 116208 members 
Entering Unmasked Estep 
Score: -9557238.000000 Penalty: 5800.367188
	Iteration 136Q: 3 clusters Score -9557238 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 116265 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -9557267 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 116317 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -9557274 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 116354 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -9557280 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 116389 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -9557269 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 116444 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -9557306 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 116487 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -9557319 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 116524 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -9557315 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 116561 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -9557326 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 116599 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -9557331 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 116635 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -9557344 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 116669 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -9557351 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 116700 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -9557346 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 116738 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -9557366 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 116759 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -9557370 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 116788 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -9557381 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 116812 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -9557371 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 116830 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -9557379 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 116848 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -9557368 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 116871 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -9557379 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 116890 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -9557384 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 116907 members 
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	Iteration 157Q: 3 clusters Score -9557371 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 116931 members 
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	Iteration 158Q: 3 clusters Score -9557384 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 116952 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -9557388 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 116968 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -9557389 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 116985 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -9557394 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 116998 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -9557379 nChanged 18
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Mstep: Class 1 contains 2871 members 
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	Iteration 163Q: 3 clusters Score -9557379 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 117029 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -9557382 nChanged 15
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Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 117042 members 
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	Iteration 165Q: 3 clusters Score -9557372 nChanged 24
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Mstep: Class 1 contains 2821 members 
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	Iteration 166Q: 3 clusters Score -9557380 nChanged 20
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Mstep: Class 1 contains 2801 members 
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	Iteration 167Q: 3 clusters Score -9557379 nChanged 16
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Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 117098 members 
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	Iteration 168Q: 3 clusters Score -9557377 nChanged 18
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Mstep: Class 1 contains 2773 members 
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	Iteration 169Q: 3 clusters Score -9557385 nChanged 18
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	Iteration 170Q: 3 clusters Score -9557386 nChanged 13
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	Iteration 171Q: 3 clusters Score -9557375 nChanged 15
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	Iteration 172Q: 3 clusters Score -9557375 nChanged 15
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	Iteration 173Q: 3 clusters Score -9557381 nChanged 19
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Mstep: Class 2 contains 117190 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -9557387 nChanged 19
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	Iteration 175Q: 3 clusters Score -9557386 nChanged 18
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	Iteration 176Q: 3 clusters Score -9557394 nChanged 16
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	Iteration 177Q: 3 clusters Score -9557394 nChanged 14
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	Iteration 178Q: 3 clusters Score -9557412 nChanged 11
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	Iteration 179Q: 3 clusters Score -9557407 nChanged 10
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Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -9557411 nChanged 12
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	Iteration 181Q: 3 clusters Score -9557415 nChanged 7
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	Iteration 182Q: 3 clusters Score -9557412 nChanged 9
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	Iteration 183Q: 3 clusters Score -9557408 nChanged 9
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	Iteration 184Q: 3 clusters Score -9557417 nChanged 6
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	Iteration 185Q: 3 clusters Score -9557424 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 117326 members 
Entering Unmasked Estep 
Score: -9557425.000000 Penalty: 5800.367188
	Iteration 186Q: 3 clusters Score -9557425 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 117332 members 
Entering Unmasked Estep 
Score: -9557423.000000 Penalty: 5800.367188
	Iteration 187Q: 3 clusters Score -9557423 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 117337 members 
Entering Unmasked Estep 
Score: -9557430.000000 Penalty: 5800.367188
	Iteration 188Q: 3 clusters Score -9557430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 117344 members 
Entering Unmasked Estep 
Score: -9557433.000000 Penalty: 5800.367188
	Iteration 189Q: 3 clusters Score -9557433 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 117356 members 
Entering Unmasked Estep 
Score: -9557421.000000 Penalty: 5800.367188
	Iteration 190Q: 3 clusters Score -9557421 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 117365 members 
Entering Unmasked Estep 
Score: -9557428.000000 Penalty: 5800.367188
	Iteration 191Q: 3 clusters Score -9557428 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 117376 members 
Entering Unmasked Estep 
Score: -9557431.000000 Penalty: 5800.367188
	Iteration 192Q: 3 clusters Score -9557431 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 117388 members 
Entering Unmasked Estep 
Score: -9557430.000000 Penalty: 5800.367188
	Iteration 193Q: 3 clusters Score -9557430 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 117398 members 
Entering Unmasked Estep 
Score: -9557428.000000 Penalty: 5800.367188
	Iteration 194Q: 3 clusters Score -9557428 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 117415 members 
Entering Unmasked Estep 
Score: -9557419.000000 Penalty: 5800.367188
	Iteration 195Q: 3 clusters Score -9557419 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 117426 members 
Entering Unmasked Estep 
Score: -9557436.000000 Penalty: 5800.367188
	Iteration 196Q: 3 clusters Score -9557436 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 117437 members 
Entering Unmasked Estep 
Score: -9557435.000000 Penalty: 5800.367188
	Iteration 197Q: 3 clusters Score -9557435 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 117446 members 
Entering Unmasked Estep 
Score: -9557439.000000 Penalty: 5800.367188
	Iteration 198Q: 3 clusters Score -9557439 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 117460 members 
Entering Unmasked Estep 
Score: -9557437.000000 Penalty: 5800.367188
	Iteration 199Q: 3 clusters Score -9557437 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 117471 members 
Entering Unmasked Estep 
Score: -9557445.000000 Penalty: 5800.367188
	Iteration 200F: 3 clusters Score -9557445 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 117481 members 
Entering Unmasked Estep 
Score: -9557449.000000 Penalty: 5800.367188
	Iteration 201Q: 3 clusters Score -9557449 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 117492 members 
Entering Unmasked Estep 
Score: -9557438.000000 Penalty: 5800.367188
	Iteration 202Q: 3 clusters Score -9557438 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 117506 members 
Entering Unmasked Estep 
Score: -9557446.000000 Penalty: 5800.367188
	Iteration 203Q: 3 clusters Score -9557446 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 117519 members 
Entering Unmasked Estep 
Score: -9557453.000000 Penalty: 5800.367188
	Iteration 204Q: 3 clusters Score -9557453 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 117529 members 
Entering Unmasked Estep 
Score: -9557451.000000 Penalty: 5800.367188
	Iteration 205Q: 3 clusters Score -9557451 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 117538 members 
Entering Unmasked Estep 
Score: -9557452.000000 Penalty: 5800.367188
	Iteration 206Q: 3 clusters Score -9557452 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 117547 members 
Entering Unmasked Estep 
Score: -9557453.000000 Penalty: 5800.367188
	Iteration 207Q: 3 clusters Score -9557453 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 117560 members 
Entering Unmasked Estep 
Score: -9557461.000000 Penalty: 5800.367188
	Iteration 208Q: 3 clusters Score -9557461 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 117567 members 
Entering Unmasked Estep 
Score: -9557459.000000 Penalty: 5800.367188
	Iteration 209Q: 3 clusters Score -9557459 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 117577 members 
Entering Unmasked Estep 
Score: -9557466.000000 Penalty: 5800.367188
	Iteration 210Q: 3 clusters Score -9557466 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 117584 members 
Entering Unmasked Estep 
Score: -9557453.000000 Penalty: 5800.367188
	Iteration 211Q: 3 clusters Score -9557453 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 117596 members 
Entering Unmasked Estep 
Score: -9557449.000000 Penalty: 5800.367188
	Iteration 212Q: 3 clusters Score -9557449 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 117607 members 
Entering Unmasked Estep 
Score: -9557459.000000 Penalty: 5800.367188
	Iteration 213Q: 3 clusters Score -9557459 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 117618 members 
Entering Unmasked Estep 
Score: -9557462.000000 Penalty: 5800.367188
	Iteration 214Q: 3 clusters Score -9557462 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 117633 members 
Entering Unmasked Estep 
Score: -9557468.000000 Penalty: 5800.367188
	Iteration 215Q: 3 clusters Score -9557468 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 117648 members 
Entering Unmasked Estep 
Score: -9557470.000000 Penalty: 5800.367188
	Iteration 216Q: 3 clusters Score -9557470 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 117667 members 
Entering Unmasked Estep 
Score: -9557454.000000 Penalty: 5800.367188
	Iteration 217Q: 3 clusters Score -9557454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 117671 members 
Entering Unmasked Estep 
Score: -9557463.000000 Penalty: 5800.367188
	Iteration 218Q: 3 clusters Score -9557463 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 117677 members 
Entering Unmasked Estep 
Score: -9557465.000000 Penalty: 5800.367188
	Iteration 219Q: 3 clusters Score -9557465 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 117684 members 
Entering Unmasked Estep 
Score: -9557460.000000 Penalty: 5800.367188
	Iteration 220F: 3 clusters Score -9557460 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 117693 members 
Entering Unmasked Estep 
Score: -9557460.000000 Penalty: 5800.367188
	Iteration 221Q: 3 clusters Score -9557460 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 117704 members 
Entering Unmasked Estep 
Score: -9557463.000000 Penalty: 5800.367188
	Iteration 222Q: 3 clusters Score -9557463 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 117711 members 
Entering Unmasked Estep 
Score: -9557471.000000 Penalty: 5800.367188
	Iteration 223Q: 3 clusters Score -9557471 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 117714 members 
Entering Unmasked Estep 
Score: -9557476.000000 Penalty: 5800.367188
	Iteration 224Q: 3 clusters Score -9557476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 117719 members 
Entering Unmasked Estep 
Score: -9557469.000000 Penalty: 5800.367188
	Iteration 225Q: 3 clusters Score -9557469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 117724 members 
Entering Unmasked Estep 
Score: -9557469.000000 Penalty: 5800.367188
	Iteration 226Q: 3 clusters Score -9557469 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 117730 members 
Entering Unmasked Estep 
Score: -9557484.000000 Penalty: 5800.367188
	Iteration 227Q: 3 clusters Score -9557484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 117736 members 
Entering Unmasked Estep 
Score: -9557484.000000 Penalty: 5800.367188
	Iteration 228Q: 3 clusters Score -9557484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 117742 members 
Entering Unmasked Estep 
Score: -9557474.000000 Penalty: 5800.367188
	Iteration 229Q: 3 clusters Score -9557474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 117747 members 
Entering Unmasked Estep 
Score: -9557482.000000 Penalty: 5800.367188
	Iteration 230Q: 3 clusters Score -9557482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 117751 members 
Entering Unmasked Estep 
Score: -9557483.000000 Penalty: 5800.367188
	Iteration 231Q: 3 clusters Score -9557483 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 117759 members 
Entering Unmasked Estep 
Score: -9557486.000000 Penalty: 5800.367188
	Iteration 232Q: 3 clusters Score -9557486 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 117766 members 
Entering Unmasked Estep 
Score: -9557488.000000 Penalty: 5800.367188
	Iteration 233Q: 3 clusters Score -9557488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 117773 members 
Entering Unmasked Estep 
Score: -9557482.000000 Penalty: 5800.367188
	Iteration 234Q: 3 clusters Score -9557482 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 117782 members 
Entering Unmasked Estep 
Score: -9557501.000000 Penalty: 5800.367188
	Iteration 235Q: 3 clusters Score -9557501 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 117787 members 
Entering Unmasked Estep 
Score: -9557515.000000 Penalty: 5800.367188
	Iteration 236Q: 3 clusters Score -9557515 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 117796 members 
Entering Unmasked Estep 
Score: -9557513.000000 Penalty: 5800.367188
	Iteration 237Q: 3 clusters Score -9557513 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 117801 members 
Entering Unmasked Estep 
Score: -9557512.000000 Penalty: 5800.367188
	Iteration 238Q: 3 clusters Score -9557512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 117805 members 
Entering Unmasked Estep 
Score: -9557502.000000 Penalty: 5800.367188
	Iteration 239Q: 3 clusters Score -9557502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 117808 members 
Entering Unmasked Estep 
Score: -9557513.000000 Penalty: 5800.367188
	Iteration 240F: 3 clusters Score -9557513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 117812 members 
Entering Unmasked Estep 
Score: -9557518.000000 Penalty: 5800.367188
	Iteration 241Q: 3 clusters Score -9557518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 117814 members 
Entering Unmasked Estep 
Score: -9557507.000000 Penalty: 5800.367188
	Iteration 242Q: 3 clusters Score -9557507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 117816 members 
Entering Unmasked Estep 
Score: -9557506.000000 Penalty: 5800.367188
	Iteration 243Q: 3 clusters Score -9557506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 117816 members 
Entering Unmasked Estep 
Score: -9557506.000000 Penalty: 5800.367188
	Iteration 244F: 3 clusters Score -9557506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (13716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Entering Unmasked Estep 
Score: -1094679.000000 Penalty: 2362.527100
	Iteration 0F: 2 clusters Score -1094679 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1084592.875000 Penalty: 4725.054199
	Iteration 0F: 3 clusters Score -1084593 nChanged 5925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1087778.750000 Penalty: 4725.054199
	Iteration 1F: 3 clusters Score -1087779 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1088217.125000 Penalty: 4725.054199
	Iteration 2F: 3 clusters Score -1088217 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1088627.500000 Penalty: 4725.054199
	Iteration 3F: 3 clusters Score -1088628 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1089026.875000 Penalty: 4725.054199
	Iteration 4F: 3 clusters Score -1089027 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1089450.500000 Penalty: 4725.054199
	Iteration 5F: 3 clusters Score -1089450 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1089932.875000 Penalty: 4725.054199
	Iteration 6F: 3 clusters Score -1089933 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1090450.250000 Penalty: 4725.054199
	Iteration 7F: 3 clusters Score -1090450 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1090960.500000 Penalty: 4725.054199
	Iteration 8F: 3 clusters Score -1090960 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1091393.625000 Penalty: 4725.054199
	Iteration 9Q: 3 clusters Score -1091394 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1091793.375000 Penalty: 4725.054199
	Iteration 10Q: 3 clusters Score -1091793 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1092063.875000 Penalty: 4725.054199
	Iteration 11Q: 3 clusters Score -1092064 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1092230.250000 Penalty: 4725.054199
	Iteration 12Q: 3 clusters Score -1092230 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1092356.750000 Penalty: 4725.054199
	Iteration 13Q: 3 clusters Score -1092357 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1092446.500000 Penalty: 4725.054199
	Iteration 14Q: 3 clusters Score -1092446 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1092514.125000 Penalty: 4725.054199
	Iteration 15Q: 3 clusters Score -1092514 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1092558.250000 Penalty: 4725.054199
	Iteration 16Q: 3 clusters Score -1092558 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1092580.750000 Penalty: 4725.054199
	Iteration 17Q: 3 clusters Score -1092581 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1092607.875000 Penalty: 4725.054199
	Iteration 18Q: 3 clusters Score -1092608 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1092631.000000 Penalty: 4725.054199
	Iteration 19Q: 3 clusters Score -1092631 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1092647.500000 Penalty: 4725.054199
	Iteration 20F: 3 clusters Score -1092648 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1092663.375000 Penalty: 4725.054199
	Iteration 21Q: 3 clusters Score -1092663 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1092678.875000 Penalty: 4725.054199
	Iteration 22Q: 3 clusters Score -1092679 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1092682.750000 Penalty: 4725.054199
	Iteration 23Q: 3 clusters Score -1092683 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1092686.625000 Penalty: 4725.054199
	Iteration 24Q: 3 clusters Score -1092687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1092694.125000 Penalty: 4725.054199
	Iteration 25Q: 3 clusters Score -1092694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1092699.750000 Penalty: 4725.054199
	Iteration 26Q: 3 clusters Score -1092700 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1092701.750000 Penalty: 4725.054199
	Iteration 27Q: 3 clusters Score -1092702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1092704.000000 Penalty: 4725.054199
	Iteration 28Q: 3 clusters Score -1092704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1092706.125000 Penalty: 4725.054199
	Iteration 29Q: 3 clusters Score -1092706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1092710.875000 Penalty: 4725.054199
	Iteration 30Q: 3 clusters Score -1092711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1092713.625000 Penalty: 4725.054199
	Iteration 31Q: 3 clusters Score -1092714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1092715.750000 Penalty: 4725.054199
	Iteration 32Q: 3 clusters Score -1092716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1092715.000000 Penalty: 4725.054199
	Iteration 33Q: 3 clusters Score -1092715 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1092721.125000 Penalty: 4725.054199
	Iteration 34Q: 3 clusters Score -1092721 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1092727.500000 Penalty: 4725.054199
	Iteration 35Q: 3 clusters Score -1092728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1092727.750000 Penalty: 4725.054199
	Iteration 36Q: 3 clusters Score -1092728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1092730.000000 Penalty: 4725.054199
	Iteration 37Q: 3 clusters Score -1092730 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1092730.000000 Penalty: 4725.054199
	Iteration 38F: 3 clusters Score -1092730 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (44668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44668 members 
Entering Unmasked Estep 
Score: -3638135.750000 Penalty: 2655.339111
	Iteration 0F: 2 clusters Score -3638136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22275 members 
Mstep: Class 2 contains 22393 members 
Entering Unmasked Estep 
Score: -3607932.250000 Penalty: 5310.678223
	Iteration 0F: 3 clusters Score -3607932 nChanged 20539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21354 members 
Mstep: Class 2 contains 23314 members 
Entering Unmasked Estep 
Score: -3619327.500000 Penalty: 5310.678223
	Iteration 1F: 3 clusters Score -3619328 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20761 members 
Mstep: Class 2 contains 23907 members 
Entering Unmasked Estep 
Score: -3619892.250000 Penalty: 5310.678223
	Iteration 2Q: 3 clusters Score -3619892 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19862 members 
Mstep: Class 2 contains 24806 members 
Entering Unmasked Estep 
Score: -3620530.250000 Penalty: 5310.678223
	Iteration 3Q: 3 clusters Score -3620530 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18667 members 
Mstep: Class 2 contains 26001 members 
Entering Unmasked Estep 
Score: -3621305.250000 Penalty: 5310.678223
	Iteration 4Q: 3 clusters Score -3621305 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 27553 members 
Entering Unmasked Estep 
Score: -3622236.500000 Penalty: 5310.678223
	Iteration 5Q: 3 clusters Score -3622236 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 29549 members 
Entering Unmasked Estep 
Score: -3623493.750000 Penalty: 5310.678223
	Iteration 6F: 3 clusters Score -3623494 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 32021 members 
Entering Unmasked Estep 
Score: -3625257.750000 Penalty: 5310.678223
	Iteration 7F: 3 clusters Score -3625258 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 34918 members 
Entering Unmasked Estep 
Score: -3627574.750000 Penalty: 5310.678223
	Iteration 8F: 3 clusters Score -3627575 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 37840 members 
Entering Unmasked Estep 
Score: -3630144.000000 Penalty: 5310.678223
	Iteration 9F: 3 clusters Score -3630144 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 40363 members 
Entering Unmasked Estep 
Score: -3632387.000000 Penalty: 5310.678223
	Iteration 10F: 3 clusters Score -3632387 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 42119 members 
Entering Unmasked Estep 
Score: -3633970.000000 Penalty: 5310.678223
	Iteration 11Q: 3 clusters Score -3633970 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 43141 members 
Entering Unmasked Estep 
Score: -3634809.500000 Penalty: 5310.678223
	Iteration 12Q: 3 clusters Score -3634810 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 43670 members 
Entering Unmasked Estep 
Score: -3635272.500000 Penalty: 5310.678223
	Iteration 13Q: 3 clusters Score -3635272 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 43944 members 
Entering Unmasked Estep 
Score: -3635511.250000 Penalty: 5310.678223
	Iteration 14Q: 3 clusters Score -3635511 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 44076 members 
Entering Unmasked Estep 
Score: -3635639.500000 Penalty: 5310.678223
	Iteration 15Q: 3 clusters Score -3635640 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 44158 members 
Entering Unmasked Estep 
Score: -3635715.500000 Penalty: 5310.678223
	Iteration 16Q: 3 clusters Score -3635716 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 44191 members 
Entering Unmasked Estep 
Score: -3635752.750000 Penalty: 5310.678223
	Iteration 17Q: 3 clusters Score -3635753 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 44214 members 
Entering Unmasked Estep 
Score: -3635794.500000 Penalty: 5310.678223
	Iteration 18Q: 3 clusters Score -3635794 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 44233 members 
Entering Unmasked Estep 
Score: -3635821.250000 Penalty: 5310.678223
	Iteration 19Q: 3 clusters Score -3635821 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 44249 members 
Entering Unmasked Estep 
Score: -3635845.250000 Penalty: 5310.678223
	Iteration 20F: 3 clusters Score -3635845 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 44265 members 
Entering Unmasked Estep 
Score: -3635868.750000 Penalty: 5310.678223
	Iteration 21Q: 3 clusters Score -3635869 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 44266 members 
Entering Unmasked Estep 
Score: -3635872.500000 Penalty: 5310.678223
	Iteration 22Q: 3 clusters Score -3635872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 44267 members 
Entering Unmasked Estep 
Score: -3635868.500000 Penalty: 5310.678223
	Iteration 23Q: 3 clusters Score -3635868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 44266 members 
Entering Unmasked Estep 
Score: -3635872.250000 Penalty: 5310.678223
	Iteration 24Q: 3 clusters Score -3635872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 44265 members 
Entering Unmasked Estep 
Score: -3635873.750000 Penalty: 5310.678223
	Iteration 25Q: 3 clusters Score -3635874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 44265 members 
Entering Unmasked Estep 
Score: -3635873.750000 Penalty: 5310.678223
	Iteration 26F: 3 clusters Score -3635874 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (25648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25648 members 
Entering Unmasked Estep 
Score: -2097405.000000 Penalty: 2517.750732
	Iteration 0F: 2 clusters Score -2097405 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -2079765.875000 Penalty: 5035.501465
	Iteration 0F: 3 clusters Score -2079766 nChanged 11441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -2085795.250000 Penalty: 5035.501465
	Iteration 1F: 3 clusters Score -2085795 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -2086149.750000 Penalty: 5035.501465
	Iteration 2Q: 3 clusters Score -2086150 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -2086462.875000 Penalty: 5035.501465
	Iteration 3Q: 3 clusters Score -2086463 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -2086734.000000 Penalty: 5035.501465
	Iteration 4Q: 3 clusters Score -2086734 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -2086960.625000 Penalty: 5035.501465
	Iteration 5Q: 3 clusters Score -2086961 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -2087183.375000 Penalty: 5035.501465
	Iteration 6Q: 3 clusters Score -2087183 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -2087458.250000 Penalty: 5035.501465
	Iteration 7Q: 3 clusters Score -2087458 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -2087754.500000 Penalty: 5035.501465
	Iteration 8Q: 3 clusters Score -2087754 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 15420 members 
Entering Unmasked Estep 
Score: -2088070.000000 Penalty: 5035.501465
	Iteration 9Q: 3 clusters Score -2088070 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 16177 members 
Entering Unmasked Estep 
Score: -2088502.125000 Penalty: 5035.501465
	Iteration 10Q: 3 clusters Score -2088502 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 17107 members 
Entering Unmasked Estep 
Score: -2089023.750000 Penalty: 5035.501465
	Iteration 11Q: 3 clusters Score -2089024 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 18159 members 
Entering Unmasked Estep 
Score: -2089674.250000 Penalty: 5035.501465
	Iteration 12Q: 3 clusters Score -2089674 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 19334 members 
Entering Unmasked Estep 
Score: -2090470.500000 Penalty: 5035.501465
	Iteration 13Q: 3 clusters Score -2090470 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 20559 members 
Entering Unmasked Estep 
Score: -2091373.250000 Penalty: 5035.501465
	Iteration 14Q: 3 clusters Score -2091373 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 21791 members 
Entering Unmasked Estep 
Score: -2092298.500000 Penalty: 5035.501465
	Iteration 15Q: 3 clusters Score -2092298 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 22847 members 
Entering Unmasked Estep 
Score: -2093103.375000 Penalty: 5035.501465
	Iteration 16Q: 3 clusters Score -2093103 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 23703 members 
Entering Unmasked Estep 
Score: -2093778.750000 Penalty: 5035.501465
	Iteration 17Q: 3 clusters Score -2093779 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 24324 members 
Entering Unmasked Estep 
Score: -2094292.375000 Penalty: 5035.501465
	Iteration 18Q: 3 clusters Score -2094292 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 24716 members 
Entering Unmasked Estep 
Score: -2094636.500000 Penalty: 5035.501465
	Iteration 19Q: 3 clusters Score -2094636 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 24947 members 
Entering Unmasked Estep 
Score: -2094858.125000 Penalty: 5035.501465
	Iteration 20F: 3 clusters Score -2094858 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 25078 members 
Entering Unmasked Estep 
Score: -2094990.500000 Penalty: 5035.501465
	Iteration 21Q: 3 clusters Score -2094990 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 25153 members 
Entering Unmasked Estep 
Score: -2095077.875000 Penalty: 5035.501465
	Iteration 22Q: 3 clusters Score -2095078 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 25196 members 
Entering Unmasked Estep 
Score: -2095119.500000 Penalty: 5035.501465
	Iteration 23Q: 3 clusters Score -2095120 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 25220 members 
Entering Unmasked Estep 
Score: -2095139.250000 Penalty: 5035.501465
	Iteration 24Q: 3 clusters Score -2095139 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 25236 members 
Entering Unmasked Estep 
Score: -2095152.000000 Penalty: 5035.501465
	Iteration 25Q: 3 clusters Score -2095152 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 25251 members 
Entering Unmasked Estep 
Score: -2095167.250000 Penalty: 5035.501465
	Iteration 26Q: 3 clusters Score -2095167 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 25262 members 
Entering Unmasked Estep 
Score: -2095179.000000 Penalty: 5035.501465
	Iteration 27Q: 3 clusters Score -2095179 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 25265 members 
Entering Unmasked Estep 
Score: -2095183.625000 Penalty: 5035.501465
	Iteration 28Q: 3 clusters Score -2095184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 25266 members 
Entering Unmasked Estep 
Score: -2095185.125000 Penalty: 5035.501465
	Iteration 29Q: 3 clusters Score -2095185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 25266 members 
Entering Unmasked Estep 
Score: -2095186.250000 Penalty: 5035.501465
	Iteration 30Q: 3 clusters Score -2095186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 25268 members 
Entering Unmasked Estep 
Score: -2095185.875000 Penalty: 5035.501465
	Iteration 31Q: 3 clusters Score -2095186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 25272 members 
Entering Unmasked Estep 
Score: -2095189.250000 Penalty: 5035.501465
	Iteration 32Q: 3 clusters Score -2095189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 25273 members 
Entering Unmasked Estep 
Score: -2095189.750000 Penalty: 5035.501465
	Iteration 33Q: 3 clusters Score -2095190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 25274 members 
Entering Unmasked Estep 
Score: -2095191.125000 Penalty: 5035.501465
	Iteration 34Q: 3 clusters Score -2095191 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 25274 members 
Entering Unmasked Estep 
Score: -2095191.125000 Penalty: 5035.501465
	Iteration 35Q: 3 clusters Score -2095191 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 25274 members 
Entering Unmasked Estep 
Score: -2095191.125000 Penalty: 5035.501465
	Iteration 36F: 3 clusters Score -2095191 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Entering Unmasked Estep 
Score: -75250.609375 Penalty: 1761.419922
	Iteration 0F: 2 clusters Score -75250.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -73156.085938 Penalty: 3522.839844
	Iteration 0F: 3 clusters Score -73156.09 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -73617.882812 Penalty: 3522.839844
	Iteration 1F: 3 clusters Score -73617.88 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -73817.992188 Penalty: 3522.839844
	Iteration 2F: 3 clusters Score -73817.99 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -73978.539062 Penalty: 3522.839844
	Iteration 3F: 3 clusters Score -73978.54 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -74119.710938 Penalty: 3522.839844
	Iteration 4F: 3 clusters Score -74119.71 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -74212.937500 Penalty: 3522.839844
	Iteration 5Q: 3 clusters Score -74212.94 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -74292.968750 Penalty: 3522.839844
	Iteration 6Q: 3 clusters Score -74292.97 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -74354.265625 Penalty: 3522.839844
	Iteration 7Q: 3 clusters Score -74354.27 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -74397.867188 Penalty: 3522.839844
	Iteration 8Q: 3 clusters Score -74397.87 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -74435.890625 Penalty: 3522.839844
	Iteration 9Q: 3 clusters Score -74435.89 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -74469.781250 Penalty: 3522.839844
	Iteration 10Q: 3 clusters Score -74469.78 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -74507.148438 Penalty: 3522.839844
	Iteration 11Q: 3 clusters Score -74507.15 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -74527.156250 Penalty: 3522.839844
	Iteration 12Q: 3 clusters Score -74527.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -74538.742188 Penalty: 3522.839844
	Iteration 13Q: 3 clusters Score -74538.74 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -74555.765625 Penalty: 3522.839844
	Iteration 14Q: 3 clusters Score -74555.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -74568.210938 Penalty: 3522.839844
	Iteration 15Q: 3 clusters Score -74568.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -74580.460938 Penalty: 3522.839844
	Iteration 16Q: 3 clusters Score -74580.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -74597.570312 Penalty: 3522.839844
	Iteration 17Q: 3 clusters Score -74597.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -74617.265625 Penalty: 3522.839844
	Iteration 18Q: 3 clusters Score -74617.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -74622.000000 Penalty: 3522.839844
	Iteration 19Q: 3 clusters Score -74622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -74625.335938 Penalty: 3522.839844
	Iteration 20F: 3 clusters Score -74625.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -74633.500000 Penalty: 3522.839844
	Iteration 21Q: 3 clusters Score -74633.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -74636.093750 Penalty: 3522.839844
	Iteration 22Q: 3 clusters Score -74636.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -74637.351562 Penalty: 3522.839844
	Iteration 23Q: 3 clusters Score -74637.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -74638.562500 Penalty: 3522.839844
	Iteration 24Q: 3 clusters Score -74638.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -74638.562500 Penalty: 3522.839844
	Iteration 25F: 3 clusters Score -74638.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (5318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Entering Unmasked Estep 
Score: -417440.625000 Penalty: 2127.555420
	Iteration 0F: 2 clusters Score -417440.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -412708.781250 Penalty: 4255.110840
	Iteration 0F: 3 clusters Score -412708.8 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -413841.375000 Penalty: 4255.110840
	Iteration 1F: 3 clusters Score -413841.4 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -414069.093750 Penalty: 4255.110840
	Iteration 2F: 3 clusters Score -414069.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -414203.031250 Penalty: 4255.110840
	Iteration 3F: 3 clusters Score -414203 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -414295.187500 Penalty: 4255.110840
	Iteration 4Q: 3 clusters Score -414295.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -414359.687500 Penalty: 4255.110840
	Iteration 5Q: 3 clusters Score -414359.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -414421.562500 Penalty: 4255.110840
	Iteration 6Q: 3 clusters Score -414421.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -414464.937500 Penalty: 4255.110840
	Iteration 7Q: 3 clusters Score -414464.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -414503.406250 Penalty: 4255.110840
	Iteration 8Q: 3 clusters Score -414503.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -414538.843750 Penalty: 4255.110840
	Iteration 9Q: 3 clusters Score -414538.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -414572.093750 Penalty: 4255.110840
	Iteration 10Q: 3 clusters Score -414572.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -414596.093750 Penalty: 4255.110840
	Iteration 11Q: 3 clusters Score -414596.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -414614.250000 Penalty: 4255.110840
	Iteration 12Q: 3 clusters Score -414614.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -414632.562500 Penalty: 4255.110840
	Iteration 13Q: 3 clusters Score -414632.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -414651.718750 Penalty: 4255.110840
	Iteration 14Q: 3 clusters Score -414651.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -414668.125000 Penalty: 4255.110840
	Iteration 15Q: 3 clusters Score -414668.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -414685.906250 Penalty: 4255.110840
	Iteration 16Q: 3 clusters Score -414685.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -414701.468750 Penalty: 4255.110840
	Iteration 17Q: 3 clusters Score -414701.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -414713.812500 Penalty: 4255.110840
	Iteration 18Q: 3 clusters Score -414713.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -414724.906250 Penalty: 4255.110840
	Iteration 19Q: 3 clusters Score -414724.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -414735.843750 Penalty: 4255.110840
	Iteration 20F: 3 clusters Score -414735.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -414749.093750 Penalty: 4255.110840
	Iteration 21Q: 3 clusters Score -414749.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -414758.531250 Penalty: 4255.110840
	Iteration 22Q: 3 clusters Score -414758.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -414771.218750 Penalty: 4255.110840
	Iteration 23Q: 3 clusters Score -414771.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -414780.406250 Penalty: 4255.110840
	Iteration 24Q: 3 clusters Score -414780.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -414786.781250 Penalty: 4255.110840
	Iteration 25Q: 3 clusters Score -414786.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -414796.968750 Penalty: 4255.110840
	Iteration 26Q: 3 clusters Score -414797 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -414807.187500 Penalty: 4255.110840
	Iteration 27Q: 3 clusters Score -414807.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -414821.531250 Penalty: 4255.110840
	Iteration 28Q: 3 clusters Score -414821.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -414837.156250 Penalty: 4255.110840
	Iteration 29Q: 3 clusters Score -414837.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -414848.593750 Penalty: 4255.110840
	Iteration 30Q: 3 clusters Score -414848.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -414856.312500 Penalty: 4255.110840
	Iteration 31Q: 3 clusters Score -414856.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -414863.625000 Penalty: 4255.110840
	Iteration 32Q: 3 clusters Score -414863.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -414870.187500 Penalty: 4255.110840
	Iteration 33Q: 3 clusters Score -414870.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -414875.687500 Penalty: 4255.110840
	Iteration 34Q: 3 clusters Score -414875.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -414880.968750 Penalty: 4255.110840
	Iteration 35Q: 3 clusters Score -414881 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -414886.968750 Penalty: 4255.110840
	Iteration 36Q: 3 clusters Score -414887 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -414894.062500 Penalty: 4255.110840
	Iteration 37Q: 3 clusters Score -414894.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -414900.312500 Penalty: 4255.110840
	Iteration 38Q: 3 clusters Score -414900.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -414903.250000 Penalty: 4255.110840
	Iteration 39Q: 3 clusters Score -414903.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -414911.250000 Penalty: 4255.110840
	Iteration 40F: 3 clusters Score -414911.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -414918.250000 Penalty: 4255.110840
	Iteration 41Q: 3 clusters Score -414918.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -414927.343750 Penalty: 4255.110840
	Iteration 42Q: 3 clusters Score -414927.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -414934.593750 Penalty: 4255.110840
	Iteration 43Q: 3 clusters Score -414934.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -414943.250000 Penalty: 4255.110840
	Iteration 44Q: 3 clusters Score -414943.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -414955.687500 Penalty: 4255.110840
	Iteration 45Q: 3 clusters Score -414955.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -414964.187500 Penalty: 4255.110840
	Iteration 46Q: 3 clusters Score -414964.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -414969.375000 Penalty: 4255.110840
	Iteration 47Q: 3 clusters Score -414969.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -414973.406250 Penalty: 4255.110840
	Iteration 48Q: 3 clusters Score -414973.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -414977.531250 Penalty: 4255.110840
	Iteration 49Q: 3 clusters Score -414977.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -414982.062500 Penalty: 4255.110840
	Iteration 50Q: 3 clusters Score -414982.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -414983.718750 Penalty: 4255.110840
	Iteration 51Q: 3 clusters Score -414983.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -414988.656250 Penalty: 4255.110840
	Iteration 52Q: 3 clusters Score -414988.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -414993.437500 Penalty: 4255.110840
	Iteration 53Q: 3 clusters Score -414993.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -414998.593750 Penalty: 4255.110840
	Iteration 54Q: 3 clusters Score -414998.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -415002.531250 Penalty: 4255.110840
	Iteration 55Q: 3 clusters Score -415002.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -415006.625000 Penalty: 4255.110840
	Iteration 56Q: 3 clusters Score -415006.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -415010.656250 Penalty: 4255.110840
	Iteration 57Q: 3 clusters Score -415010.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -415015.500000 Penalty: 4255.110840
	Iteration 58Q: 3 clusters Score -415015.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -415017.437500 Penalty: 4255.110840
	Iteration 59Q: 3 clusters Score -415017.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -415018.406250 Penalty: 4255.110840
	Iteration 60F: 3 clusters Score -415018.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -415018.937500 Penalty: 4255.110840
	Iteration 61Q: 3 clusters Score -415018.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -415019.406250 Penalty: 4255.110840
	Iteration 62Q: 3 clusters Score -415019.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -415020.781250 Penalty: 4255.110840
	Iteration 63Q: 3 clusters Score -415020.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -415022.187500 Penalty: 4255.110840
	Iteration 64Q: 3 clusters Score -415022.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -415022.437500 Penalty: 4255.110840
	Iteration 65Q: 3 clusters Score -415022.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -415023.500000 Penalty: 4255.110840
	Iteration 66Q: 3 clusters Score -415023.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -415026.125000 Penalty: 4255.110840
	Iteration 67Q: 3 clusters Score -415026.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -415029.093750 Penalty: 4255.110840
	Iteration 68Q: 3 clusters Score -415029.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -415030.875000 Penalty: 4255.110840
	Iteration 69Q: 3 clusters Score -415030.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -415034.750000 Penalty: 4255.110840
	Iteration 70Q: 3 clusters Score -415034.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -415039.875000 Penalty: 4255.110840
	Iteration 71Q: 3 clusters Score -415039.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -415045.812500 Penalty: 4255.110840
	Iteration 72Q: 3 clusters Score -415045.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -415050.937500 Penalty: 4255.110840
	Iteration 73Q: 3 clusters Score -415050.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -415057.562500 Penalty: 4255.110840
	Iteration 74Q: 3 clusters Score -415057.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -415063.937500 Penalty: 4255.110840
	Iteration 75Q: 3 clusters Score -415063.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -415071.968750 Penalty: 4255.110840
	Iteration 76Q: 3 clusters Score -415072 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -415079.656250 Penalty: 4255.110840
	Iteration 77Q: 3 clusters Score -415079.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -415086.531250 Penalty: 4255.110840
	Iteration 78Q: 3 clusters Score -415086.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -415095.843750 Penalty: 4255.110840
	Iteration 79Q: 3 clusters Score -415095.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -415104.406250 Penalty: 4255.110840
	Iteration 80F: 3 clusters Score -415104.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -415113.250000 Penalty: 4255.110840
	Iteration 81Q: 3 clusters Score -415113.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -415123.562500 Penalty: 4255.110840
	Iteration 82Q: 3 clusters Score -415123.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -415135.218750 Penalty: 4255.110840
	Iteration 83Q: 3 clusters Score -415135.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -415148.750000 Penalty: 4255.110840
	Iteration 84Q: 3 clusters Score -415148.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -415166.156250 Penalty: 4255.110840
	Iteration 85Q: 3 clusters Score -415166.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -415185.156250 Penalty: 4255.110840
	Iteration 86Q: 3 clusters Score -415185.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -415201.625000 Penalty: 4255.110840
	Iteration 87Q: 3 clusters Score -415201.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -415217.375000 Penalty: 4255.110840
	Iteration 88Q: 3 clusters Score -415217.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -415229.718750 Penalty: 4255.110840
	Iteration 89Q: 3 clusters Score -415229.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -415240.906250 Penalty: 4255.110840
	Iteration 90Q: 3 clusters Score -415240.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -415260.812500 Penalty: 4255.110840
	Iteration 91Q: 3 clusters Score -415260.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -415280.062500 Penalty: 4255.110840
	Iteration 92Q: 3 clusters Score -415280.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -415297.000000 Penalty: 4255.110840
	Iteration 93Q: 3 clusters Score -415297 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -415309.000000 Penalty: 4255.110840
	Iteration 94Q: 3 clusters Score -415309 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -415319.625000 Penalty: 4255.110840
	Iteration 95Q: 3 clusters Score -415319.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -415328.812500 Penalty: 4255.110840
	Iteration 96Q: 3 clusters Score -415328.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -415343.312500 Penalty: 4255.110840
	Iteration 97Q: 3 clusters Score -415343.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -415354.281250 Penalty: 4255.110840
	Iteration 98Q: 3 clusters Score -415354.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -415367.812500 Penalty: 4255.110840
	Iteration 99Q: 3 clusters Score -415367.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -415385.031250 Penalty: 4255.110840
	Iteration 100F: 3 clusters Score -415385 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -415401.375000 Penalty: 4255.110840
	Iteration 101Q: 3 clusters Score -415401.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -415416.468750 Penalty: 4255.110840
	Iteration 102Q: 3 clusters Score -415416.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -415434.593750 Penalty: 4255.110840
	Iteration 103Q: 3 clusters Score -415434.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -415453.125000 Penalty: 4255.110840
	Iteration 104Q: 3 clusters Score -415453.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -415476.000000 Penalty: 4255.110840
	Iteration 105Q: 3 clusters Score -415476 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -415492.031250 Penalty: 4255.110840
	Iteration 106Q: 3 clusters Score -415492 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -415511.000000 Penalty: 4255.110840
	Iteration 107Q: 3 clusters Score -415511 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -415527.875000 Penalty: 4255.110840
	Iteration 108Q: 3 clusters Score -415527.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -415539.031250 Penalty: 4255.110840
	Iteration 109Q: 3 clusters Score -415539 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -415547.687500 Penalty: 4255.110840
	Iteration 110Q: 3 clusters Score -415547.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -415558.281250 Penalty: 4255.110840
	Iteration 111Q: 3 clusters Score -415558.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -415575.937500 Penalty: 4255.110840
	Iteration 112Q: 3 clusters Score -415575.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -415591.218750 Penalty: 4255.110840
	Iteration 113Q: 3 clusters Score -415591.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -415599.593750 Penalty: 4255.110840
	Iteration 114Q: 3 clusters Score -415599.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -415606.687500 Penalty: 4255.110840
	Iteration 115Q: 3 clusters Score -415606.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -415612.500000 Penalty: 4255.110840
	Iteration 116Q: 3 clusters Score -415612.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -415616.781250 Penalty: 4255.110840
	Iteration 117Q: 3 clusters Score -415616.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -415622.093750 Penalty: 4255.110840
	Iteration 118Q: 3 clusters Score -415622.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -415628.593750 Penalty: 4255.110840
	Iteration 119Q: 3 clusters Score -415628.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -415632.531250 Penalty: 4255.110840
	Iteration 120F: 3 clusters Score -415632.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -415634.375000 Penalty: 4255.110840
	Iteration 121Q: 3 clusters Score -415634.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -415639.625000 Penalty: 4255.110840
	Iteration 122Q: 3 clusters Score -415639.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -415644.093750 Penalty: 4255.110840
	Iteration 123Q: 3 clusters Score -415644.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -415648.156250 Penalty: 4255.110840
	Iteration 124Q: 3 clusters Score -415648.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -415650.781250 Penalty: 4255.110840
	Iteration 125Q: 3 clusters Score -415650.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -415651.875000 Penalty: 4255.110840
	Iteration 126Q: 3 clusters Score -415651.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -415653.250000 Penalty: 4255.110840
	Iteration 127Q: 3 clusters Score -415653.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -415654.531250 Penalty: 4255.110840
	Iteration 128Q: 3 clusters Score -415654.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -415656.781250 Penalty: 4255.110840
	Iteration 129Q: 3 clusters Score -415656.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -415658.218750 Penalty: 4255.110840
	Iteration 130Q: 3 clusters Score -415658.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -415658.375000 Penalty: 4255.110840
	Iteration 131Q: 3 clusters Score -415658.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -415658.843750 Penalty: 4255.110840
	Iteration 132Q: 3 clusters Score -415658.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -415658.937500 Penalty: 4255.110840
	Iteration 133Q: 3 clusters Score -415658.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -415660.375000 Penalty: 4255.110840
	Iteration 134Q: 3 clusters Score -415660.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -415662.437500 Penalty: 4255.110840
	Iteration 135Q: 3 clusters Score -415662.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -415664.062500 Penalty: 4255.110840
	Iteration 136Q: 3 clusters Score -415664.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -415664.062500 Penalty: 4255.110840
	Iteration 137F: 3 clusters Score -415664.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (70267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70267 members 
Entering Unmasked Estep 
Score: -5698551.500000 Penalty: 2767.694336
	Iteration 0F: 2 clusters Score -5698552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35331 members 
Mstep: Class 2 contains 34936 members 
Entering Unmasked Estep 
Score: -5651472.500000 Penalty: 5535.388672
	Iteration 0F: 3 clusters Score -5651472 nChanged 32889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37944 members 
Mstep: Class 2 contains 32323 members 
Entering Unmasked Estep 
Score: -5670806.500000 Penalty: 5535.388672
	Iteration 1F: 3 clusters Score -5670806 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39647 members 
Mstep: Class 2 contains 30620 members 
Entering Unmasked Estep 
Score: -5672571.500000 Penalty: 5535.388672
	Iteration 2F: 3 clusters Score -5672572 nChanged 4229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41956 members 
Mstep: Class 2 contains 28311 members 
Entering Unmasked Estep 
Score: -5674802.000000 Penalty: 5535.388672
	Iteration 3F: 3 clusters Score -5674802 nChanged 4583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44885 members 
Mstep: Class 2 contains 25382 members 
Entering Unmasked Estep 
Score: -5677600.500000 Penalty: 5535.388672
	Iteration 4F: 3 clusters Score -5677600 nChanged 4668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48079 members 
Mstep: Class 2 contains 22188 members 
Entering Unmasked Estep 
Score: -5680763.500000 Penalty: 5535.388672
	Iteration 5F: 3 clusters Score -5680764 nChanged 4517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51390 members 
Mstep: Class 2 contains 18877 members 
Entering Unmasked Estep 
Score: -5683833.000000 Penalty: 5535.388672
	Iteration 6F: 3 clusters Score -5683833 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54447 members 
Mstep: Class 2 contains 15820 members 
Entering Unmasked Estep 
Score: -5686562.000000 Penalty: 5535.388672
	Iteration 7F: 3 clusters Score -5686562 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57162 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -5689000.000000 Penalty: 5535.388672
	Iteration 8Q: 3 clusters Score -5689000 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59309 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -5691174.000000 Penalty: 5535.388672
	Iteration 9Q: 3 clusters Score -5691174 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60793 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -5692943.000000 Penalty: 5535.388672
	Iteration 10Q: 3 clusters Score -5692943 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61694 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -5694172.000000 Penalty: 5535.388672
	Iteration 11Q: 3 clusters Score -5694172 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62251 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -5694800.000000 Penalty: 5535.388672
	Iteration 12Q: 3 clusters Score -5694800 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62621 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -5695239.500000 Penalty: 5535.388672
	Iteration 13Q: 3 clusters Score -5695240 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62931 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -5695520.500000 Penalty: 5535.388672
	Iteration 14Q: 3 clusters Score -5695520 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63176 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -5695711.500000 Penalty: 5535.388672
	Iteration 15Q: 3 clusters Score -5695712 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63393 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -5695800.000000 Penalty: 5535.388672
	Iteration 16Q: 3 clusters Score -5695800 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63582 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -5695903.500000 Penalty: 5535.388672
	Iteration 17Q: 3 clusters Score -5695904 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63742 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -5695961.000000 Penalty: 5535.388672
	Iteration 18Q: 3 clusters Score -5695961 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63925 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -5696040.000000 Penalty: 5535.388672
	Iteration 19Q: 3 clusters Score -5696040 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64075 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -5696092.000000 Penalty: 5535.388672
	Iteration 20F: 3 clusters Score -5696092 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64213 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -5696126.500000 Penalty: 5535.388672
	Iteration 21Q: 3 clusters Score -5696126 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64331 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -5696138.500000 Penalty: 5535.388672
	Iteration 22Q: 3 clusters Score -5696138 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64456 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -5696177.500000 Penalty: 5535.388672
	Iteration 23Q: 3 clusters Score -5696178 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64584 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -5696209.500000 Penalty: 5535.388672
	Iteration 24Q: 3 clusters Score -5696210 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64702 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -5696230.000000 Penalty: 5535.388672
	Iteration 25Q: 3 clusters Score -5696230 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64792 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -5696254.500000 Penalty: 5535.388672
	Iteration 26Q: 3 clusters Score -5696254 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64877 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -5696261.000000 Penalty: 5535.388672
	Iteration 27Q: 3 clusters Score -5696261 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64950 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -5696268.500000 Penalty: 5535.388672
	Iteration 28Q: 3 clusters Score -5696268 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65017 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -5696287.500000 Penalty: 5535.388672
	Iteration 29Q: 3 clusters Score -5696288 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65067 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -5696282.000000 Penalty: 5535.388672
	Iteration 30Q: 3 clusters Score -5696282 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65126 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -5696287.500000 Penalty: 5535.388672
	Iteration 31Q: 3 clusters Score -5696288 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65177 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -5696294.500000 Penalty: 5535.388672
	Iteration 32Q: 3 clusters Score -5696294 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65233 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -5696305.000000 Penalty: 5535.388672
	Iteration 33Q: 3 clusters Score -5696305 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65280 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -5696295.500000 Penalty: 5535.388672
	Iteration 34Q: 3 clusters Score -5696296 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65324 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -5696312.000000 Penalty: 5535.388672
	Iteration 35Q: 3 clusters Score -5696312 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65370 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -5696321.500000 Penalty: 5535.388672
	Iteration 36Q: 3 clusters Score -5696322 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65424 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -5696317.500000 Penalty: 5535.388672
	Iteration 37Q: 3 clusters Score -5696318 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65482 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -5696326.000000 Penalty: 5535.388672
	Iteration 38Q: 3 clusters Score -5696326 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65535 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -5696315.500000 Penalty: 5535.388672
	Iteration 39Q: 3 clusters Score -5696316 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65575 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -5696329.500000 Penalty: 5535.388672
	Iteration 40F: 3 clusters Score -5696330 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65620 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -5696338.000000 Penalty: 5535.388672
	Iteration 41Q: 3 clusters Score -5696338 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65666 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -5696345.500000 Penalty: 5535.388672
	Iteration 42Q: 3 clusters Score -5696346 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65699 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -5696351.000000 Penalty: 5535.388672
	Iteration 43Q: 3 clusters Score -5696351 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65735 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -5696346.000000 Penalty: 5535.388672
	Iteration 44Q: 3 clusters Score -5696346 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65766 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -5696345.500000 Penalty: 5535.388672
	Iteration 45Q: 3 clusters Score -5696346 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65792 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -5696361.500000 Penalty: 5535.388672
	Iteration 46Q: 3 clusters Score -5696362 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65819 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -5696349.500000 Penalty: 5535.388672
	Iteration 47Q: 3 clusters Score -5696350 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65849 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -5696350.000000 Penalty: 5535.388672
	Iteration 48Q: 3 clusters Score -5696350 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65876 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -5696357.000000 Penalty: 5535.388672
	Iteration 49Q: 3 clusters Score -5696357 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65905 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -5696361.500000 Penalty: 5535.388672
	Iteration 50Q: 3 clusters Score -5696362 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65929 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -5696364.000000 Penalty: 5535.388672
	Iteration 51Q: 3 clusters Score -5696364 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65954 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -5696379.500000 Penalty: 5535.388672
	Iteration 52Q: 3 clusters Score -5696380 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65978 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -5696378.500000 Penalty: 5535.388672
	Iteration 53Q: 3 clusters Score -5696378 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65999 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -5696381.000000 Penalty: 5535.388672
	Iteration 54Q: 3 clusters Score -5696381 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66018 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -5696395.000000 Penalty: 5535.388672
	Iteration 55Q: 3 clusters Score -5696395 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66037 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -5696400.500000 Penalty: 5535.388672
	Iteration 56Q: 3 clusters Score -5696400 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66051 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -5696406.000000 Penalty: 5535.388672
	Iteration 57Q: 3 clusters Score -5696406 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66063 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -5696413.000000 Penalty: 5535.388672
	Iteration 58Q: 3 clusters Score -5696413 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66074 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -5696408.500000 Penalty: 5535.388672
	Iteration 59Q: 3 clusters Score -5696408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66077 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -5696407.500000 Penalty: 5535.388672
	Iteration 60F: 3 clusters Score -5696408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66079 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -5696413.500000 Penalty: 5535.388672
	Iteration 61Q: 3 clusters Score -5696414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66082 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -5696406.000000 Penalty: 5535.388672
	Iteration 62Q: 3 clusters Score -5696406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66084 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -5696404.000000 Penalty: 5535.388672
	Iteration 63Q: 3 clusters Score -5696404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66087 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -5696404.000000 Penalty: 5535.388672
	Iteration 64Q: 3 clusters Score -5696404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66091 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -5696401.500000 Penalty: 5535.388672
	Iteration 65Q: 3 clusters Score -5696402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66093 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -5696408.500000 Penalty: 5535.388672
	Iteration 66Q: 3 clusters Score -5696408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66093 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -5696408.500000 Penalty: 5535.388672
	Iteration 67F: 3 clusters Score -5696408 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (518603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518603 members 
Entering Unmasked Estep 
Score: -40839476.000000 Penalty: 3263.405518
	Iteration 0F: 2 clusters Score -4.083948e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259583 members 
Mstep: Class 2 contains 259020 members 
Entering Unmasked Estep 
Score: -40488296.000000 Penalty: 6526.811035
	Iteration 0F: 3 clusters Score -4.04883e+07 nChanged 253533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271452 members 
Mstep: Class 2 contains 247151 members 
Entering Unmasked Estep 
Score: -40641604.000000 Penalty: 6526.811035
	Iteration 1F: 3 clusters Score -4.06416e+07 nChanged 12543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277721 members 
Mstep: Class 2 contains 240882 members 
Entering Unmasked Estep 
Score: -40643904.000000 Penalty: 6526.811035
	Iteration 2Q: 3 clusters Score -4.06439e+07 nChanged 15008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287771 members 
Mstep: Class 2 contains 230832 members 
Entering Unmasked Estep 
Score: -40647912.000000 Penalty: 6526.811035
	Iteration 3Q: 3 clusters Score -4.064791e+07 nChanged 19269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303728 members 
Mstep: Class 2 contains 214875 members 
Entering Unmasked Estep 
Score: -40654212.000000 Penalty: 6526.811035
	Iteration 4Q: 3 clusters Score -4.065421e+07 nChanged 26568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328482 members 
Mstep: Class 2 contains 190121 members 
Entering Unmasked Estep 
Score: -40666848.000000 Penalty: 6526.811035
	Iteration 5F: 3 clusters Score -4.066685e+07 nChanged 37435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365137 members 
Mstep: Class 2 contains 153466 members 
Entering Unmasked Estep 
Score: -40692564.000000 Penalty: 6526.811035
	Iteration 6F: 3 clusters Score -4.069256e+07 nChanged 47488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412457 members 
Mstep: Class 2 contains 106146 members 
Entering Unmasked Estep 
Score: -40734424.000000 Penalty: 6526.811035
	Iteration 7F: 3 clusters Score -4.073442e+07 nChanged 48161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460606 members 
Mstep: Class 2 contains 57997 members 
Entering Unmasked Estep 
Score: -40783072.000000 Penalty: 6526.811035
	Iteration 8F: 3 clusters Score -4.078307e+07 nChanged 33054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493650 members 
Mstep: Class 2 contains 24953 members 
Entering Unmasked Estep 
Score: -40816324.000000 Penalty: 6526.811035
	Iteration 9F: 3 clusters Score -4.081632e+07 nChanged 14891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508533 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -40830924.000000 Penalty: 6526.811035
	Iteration 10Q: 3 clusters Score -4.083092e+07 nChanged 4906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513377 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -40835404.000000 Penalty: 6526.811035
	Iteration 11Q: 3 clusters Score -4.08354e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514860 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -40836916.000000 Penalty: 6526.811035
	Iteration 12Q: 3 clusters Score -4.083692e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515441 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -40837512.000000 Penalty: 6526.811035
	Iteration 13Q: 3 clusters Score -4.083751e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515735 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -40837708.000000 Penalty: 6526.811035
	Iteration 14Q: 3 clusters Score -4.083771e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515903 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -40837884.000000 Penalty: 6526.811035
	Iteration 15Q: 3 clusters Score -4.083788e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516001 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -40837988.000000 Penalty: 6526.811035
	Iteration 16Q: 3 clusters Score -4.083799e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516070 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -40838036.000000 Penalty: 6526.811035
	Iteration 17Q: 3 clusters Score -4.083804e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516096 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -40838076.000000 Penalty: 6526.811035
	Iteration 18Q: 3 clusters Score -4.083808e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516099 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -40838124.000000 Penalty: 6526.811035
	Iteration 19Q: 3 clusters Score -4.083812e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516096 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -40838152.000000 Penalty: 6526.811035
	Iteration 20F: 3 clusters Score -4.083815e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516095 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -40838208.000000 Penalty: 6526.811035
	Iteration 21Q: 3 clusters Score -4.083821e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516080 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -40838232.000000 Penalty: 6526.811035
	Iteration 22Q: 3 clusters Score -4.083823e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516079 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -40838204.000000 Penalty: 6526.811035
	Iteration 23Q: 3 clusters Score -4.08382e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516067 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -40838212.000000 Penalty: 6526.811035
	Iteration 24Q: 3 clusters Score -4.083821e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516063 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -40838192.000000 Penalty: 6526.811035
	Iteration 25Q: 3 clusters Score -4.083819e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516063 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -40838248.000000 Penalty: 6526.811035
	Iteration 26Q: 3 clusters Score -4.083825e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516058 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -40838232.000000 Penalty: 6526.811035
	Iteration 27Q: 3 clusters Score -4.083823e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516060 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -40838240.000000 Penalty: 6526.811035
	Iteration 28Q: 3 clusters Score -4.083824e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516053 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -40838216.000000 Penalty: 6526.811035
	Iteration 29Q: 3 clusters Score -4.083822e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516046 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -40838228.000000 Penalty: 6526.811035
	Iteration 30Q: 3 clusters Score -4.083823e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516041 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -40838244.000000 Penalty: 6526.811035
	Iteration 31Q: 3 clusters Score -4.083824e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516041 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -40838256.000000 Penalty: 6526.811035
	Iteration 32Q: 3 clusters Score -4.083826e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516044 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -40838208.000000 Penalty: 6526.811035
	Iteration 33Q: 3 clusters Score -4.083821e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516039 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -40838216.000000 Penalty: 6526.811035
	Iteration 34Q: 3 clusters Score -4.083822e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516034 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -40838272.000000 Penalty: 6526.811035
	Iteration 35Q: 3 clusters Score -4.083827e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516032 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -40838252.000000 Penalty: 6526.811035
	Iteration 36Q: 3 clusters Score -4.083825e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516027 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -40838268.000000 Penalty: 6526.811035
	Iteration 37Q: 3 clusters Score -4.083827e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516020 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -40838236.000000 Penalty: 6526.811035
	Iteration 38Q: 3 clusters Score -4.083824e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516012 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -40838268.000000 Penalty: 6526.811035
	Iteration 39Q: 3 clusters Score -4.083827e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516003 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -40838256.000000 Penalty: 6526.811035
	Iteration 40F: 3 clusters Score -4.083826e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515997 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -40838264.000000 Penalty: 6526.811035
	Iteration 41Q: 3 clusters Score -4.083826e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515995 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -40838248.000000 Penalty: 6526.811035
	Iteration 42Q: 3 clusters Score -4.083825e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515988 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -40838272.000000 Penalty: 6526.811035
	Iteration 43Q: 3 clusters Score -4.083827e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515978 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -40838288.000000 Penalty: 6526.811035
	Iteration 44Q: 3 clusters Score -4.083829e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515965 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -40838272.000000 Penalty: 6526.811035
	Iteration 45Q: 3 clusters Score -4.083827e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515955 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -40838232.000000 Penalty: 6526.811035
	Iteration 46Q: 3 clusters Score -4.083823e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515947 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -40838228.000000 Penalty: 6526.811035
	Iteration 47Q: 3 clusters Score -4.083823e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515940 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -40838256.000000 Penalty: 6526.811035
	Iteration 48Q: 3 clusters Score -4.083826e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515931 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -40838268.000000 Penalty: 6526.811035
	Iteration 49Q: 3 clusters Score -4.083827e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515922 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -40838296.000000 Penalty: 6526.811035
	Iteration 50Q: 3 clusters Score -4.08383e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515908 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -40838296.000000 Penalty: 6526.811035
	Iteration 51Q: 3 clusters Score -4.08383e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515899 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -40838312.000000 Penalty: 6526.811035
	Iteration 52Q: 3 clusters Score -4.083831e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515896 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -40838300.000000 Penalty: 6526.811035
	Iteration 53Q: 3 clusters Score -4.08383e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515889 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -40838312.000000 Penalty: 6526.811035
	Iteration 54Q: 3 clusters Score -4.083831e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515884 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -40838312.000000 Penalty: 6526.811035
	Iteration 55Q: 3 clusters Score -4.083831e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515875 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -40838312.000000 Penalty: 6526.811035
	Iteration 56Q: 3 clusters Score -4.083831e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515868 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -40838296.000000 Penalty: 6526.811035
	Iteration 57Q: 3 clusters Score -4.08383e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515866 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -40838284.000000 Penalty: 6526.811035
	Iteration 58Q: 3 clusters Score -4.083828e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515866 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -40838288.000000 Penalty: 6526.811035
	Iteration 59Q: 3 clusters Score -4.083829e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515866 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -40838296.000000 Penalty: 6526.811035
	Iteration 60F: 3 clusters Score -4.08383e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515862 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -40838288.000000 Penalty: 6526.811035
	Iteration 61Q: 3 clusters Score -4.083829e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515855 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -40838296.000000 Penalty: 6526.811035
	Iteration 62Q: 3 clusters Score -4.08383e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515852 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -40838300.000000 Penalty: 6526.811035
	Iteration 63Q: 3 clusters Score -4.08383e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515848 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -40838288.000000 Penalty: 6526.811035
	Iteration 64Q: 3 clusters Score -4.083829e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515846 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -40838320.000000 Penalty: 6526.811035
	Iteration 65Q: 3 clusters Score -4.083832e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515852 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -40838308.000000 Penalty: 6526.811035
	Iteration 66Q: 3 clusters Score -4.083831e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515852 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -40838304.000000 Penalty: 6526.811035
	Iteration 67Q: 3 clusters Score -4.08383e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515853 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -40838300.000000 Penalty: 6526.811035
	Iteration 68Q: 3 clusters Score -4.08383e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515853 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -40838300.000000 Penalty: 6526.811035
	Iteration 69F: 3 clusters Score -4.08383e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8427 members 
Mstep: Class 4 contains 3246 members 
Mstep: Class 5 contains 17076 members 
Mstep: Class 6 contains 28287 members 
Mstep: Class 7 contains 19084 members 
Mstep: Class 8 contains 6510 members 
Mstep: Class 9 contains 60629 members 
Mstep: Class 10 contains 70287 members 
Mstep: Class 11 contains 6083 members 
Mstep: Class 12 contains 8858 members 
Mstep: Class 13 contains 14351 members 
Mstep: Class 14 contains 4791 members 
Mstep: Class 15 contains 7832 members 
Mstep: Class 16 contains 6144 members 
Mstep: Class 17 contains 153506 members 
Mstep: Class 18 contains 7439 members 
Mstep: Class 19 contains 39716 members 
Mstep: Class 20 contains 23963 members 
Mstep: Class 21 contains 6324 members 
Mstep: Class 22 contains 4029 members 
Mstep: Class 23 contains 76654 members 
Mstep: Class 24 contains 4537 members 
Mstep: Class 25 contains 4996 members 
Mstep: Class 26 contains 63999 members 
Mstep: Class 27 contains 4508 members 
Mstep: Class 28 contains 119885 members 
Mstep: Class 29 contains 13716 members 
Mstep: Class 30 contains 44668 members 
Mstep: Class 31 contains 25648 members 
Mstep: Class 32 contains 1215 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 70267 members 
Mstep: Class 35 contains 518603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984656.000000 Penalty: 123221.835938
Iteration 279Q: 36 clusters Score -1.119847e+08 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8427 members 
Mstep: Class 4 contains 3244 members 
Mstep: Class 5 contains 17087 members 
Mstep: Class 6 contains 28298 members 
Mstep: Class 7 contains 19083 members 
Mstep: Class 8 contains 6508 members 
Mstep: Class 9 contains 60612 members 
Mstep: Class 10 contains 70288 members 
Mstep: Class 11 contains 6080 members 
Mstep: Class 12 contains 8858 members 
Mstep: Class 13 contains 14354 members 
Mstep: Class 14 contains 4792 members 
Mstep: Class 15 contains 7832 members 
Mstep: Class 16 contains 6144 members 
Mstep: Class 17 contains 153506 members 
Mstep: Class 18 contains 7439 members 
Mstep: Class 19 contains 39718 members 
Mstep: Class 20 contains 23966 members 
Mstep: Class 21 contains 6316 members 
Mstep: Class 22 contains 4031 members 
Mstep: Class 23 contains 76683 members 
Mstep: Class 24 contains 4537 members 
Mstep: Class 25 contains 4998 members 
Mstep: Class 26 contains 64001 members 
Mstep: Class 27 contains 4508 members 
Mstep: Class 28 contains 119887 members 
Mstep: Class 29 contains 13714 members 
Mstep: Class 30 contains 44671 members 
Mstep: Class 31 contains 25690 members 
Mstep: Class 32 contains 1215 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 70321 members 
Mstep: Class 35 contains 518471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984576.000000 Penalty: 123221.835938
Iteration 280F: 36 clusters Score -1.119846e+08 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8427 members 
Mstep: Class 4 contains 3245 members 
Mstep: Class 5 contains 17098 members 
Mstep: Class 6 contains 28304 members 
Mstep: Class 7 contains 19085 members 
Mstep: Class 8 contains 6509 members 
Mstep: Class 9 contains 60592 members 
Mstep: Class 10 contains 70290 members 
Mstep: Class 11 contains 6079 members 
Mstep: Class 12 contains 8858 members 
Mstep: Class 13 contains 14353 members 
Mstep: Class 14 contains 4791 members 
Mstep: Class 15 contains 7832 members 
Mstep: Class 16 contains 6144 members 
Mstep: Class 17 contains 153507 members 
Mstep: Class 18 contains 7440 members 
Mstep: Class 19 contains 39720 members 
Mstep: Class 20 contains 23969 members 
Mstep: Class 21 contains 6309 members 
Mstep: Class 22 contains 4031 members 
Mstep: Class 23 contains 76703 members 
Mstep: Class 24 contains 4537 members 
Mstep: Class 25 contains 4999 members 
Mstep: Class 26 contains 64000 members 
Mstep: Class 27 contains 4508 members 
Mstep: Class 28 contains 119891 members 
Mstep: Class 29 contains 13713 members 
Mstep: Class 30 contains 44671 members 
Mstep: Class 31 contains 25730 members 
Mstep: Class 32 contains 1215 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 70373 members 
Mstep: Class 35 contains 518361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984672.000000 Penalty: 123221.835938
Iteration 281Q: 36 clusters Score -1.119847e+08 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8427 members 
Mstep: Class 4 contains 3244 members 
Mstep: Class 5 contains 17105 members 
Mstep: Class 6 contains 28307 members 
Mstep: Class 7 contains 19085 members 
Mstep: Class 8 contains 6510 members 
Mstep: Class 9 contains 60577 members 
Mstep: Class 10 contains 70289 members 
Mstep: Class 11 contains 6078 members 
Mstep: Class 12 contains 8858 members 
Mstep: Class 13 contains 14351 members 
Mstep: Class 14 contains 4791 members 
Mstep: Class 15 contains 7833 members 
Mstep: Class 16 contains 6144 members 
Mstep: Class 17 contains 153507 members 
Mstep: Class 18 contains 7440 members 
Mstep: Class 19 contains 39725 members 
Mstep: Class 20 contains 23972 members 
Mstep: Class 21 contains 6305 members 
Mstep: Class 22 contains 4030 members 
Mstep: Class 23 contains 76723 members 
Mstep: Class 24 contains 4537 members 
Mstep: Class 25 contains 4999 members 
Mstep: Class 26 contains 64000 members 
Mstep: Class 27 contains 4508 members 
Mstep: Class 28 contains 119887 members 
Mstep: Class 29 contains 13714 members 
Mstep: Class 30 contains 44679 members 
Mstep: Class 31 contains 25765 members 
Mstep: Class 32 contains 1215 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 70422 members 
Mstep: Class 35 contains 518262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984488.000000 Penalty: 123221.835938
Iteration 282Q: 36 clusters Score -1.119845e+08 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8427 members 
Mstep: Class 4 contains 3244 members 
Mstep: Class 5 contains 17109 members 
Mstep: Class 6 contains 28308 members 
Mstep: Class 7 contains 19086 members 
Mstep: Class 8 contains 6510 members 
Mstep: Class 9 contains 60564 members 
Mstep: Class 10 contains 70291 members 
Mstep: Class 11 contains 6077 members 
Mstep: Class 12 contains 8858 members 
Mstep: Class 13 contains 14350 members 
Mstep: Class 14 contains 4791 members 
Mstep: Class 15 contains 7833 members 
Mstep: Class 16 contains 6144 members 
Mstep: Class 17 contains 153507 members 
Mstep: Class 18 contains 7440 members 
Mstep: Class 19 contains 39731 members 
Mstep: Class 20 contains 23970 members 
Mstep: Class 21 contains 6301 members 
Mstep: Class 22 contains 4030 members 
Mstep: Class 23 contains 76737 members 
Mstep: Class 24 contains 4537 members 
Mstep: Class 25 contains 4999 members 
Mstep: Class 26 contains 64000 members 
Mstep: Class 27 contains 4508 members 
Mstep: Class 28 contains 119880 members 
Mstep: Class 29 contains 13716 members 
Mstep: Class 30 contains 44685 members 
Mstep: Class 31 contains 25799 members 
Mstep: Class 32 contains 1215 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 70485 members 
Mstep: Class 35 contains 518162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984544.000000 Penalty: 123221.835938
Iteration 283Q: 36 clusters Score -1.119845e+08 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8427 members 
Mstep: Class 4 contains 3244 members 
Mstep: Class 5 contains 17116 members 
Mstep: Class 6 contains 28306 members 
Mstep: Class 7 contains 19087 members 
Mstep: Class 8 contains 6510 members 
Mstep: Class 9 contains 60553 members 
Mstep: Class 10 contains 70292 members 
Mstep: Class 11 contains 6077 members 
Mstep: Class 12 contains 8858 members 
Mstep: Class 13 contains 14349 members 
Mstep: Class 14 contains 4791 members 
Mstep: Class 15 contains 7833 members 
Mstep: Class 16 contains 6144 members 
Mstep: Class 17 contains 153507 members 
Mstep: Class 18 contains 7440 members 
Mstep: Class 19 contains 39733 members 
Mstep: Class 20 contains 23965 members 
Mstep: Class 21 contains 6298 members 
Mstep: Class 22 contains 4030 members 
Mstep: Class 23 contains 76754 members 
Mstep: Class 24 contains 4537 members 
Mstep: Class 25 contains 4998 members 
Mstep: Class 26 contains 64001 members 
Mstep: Class 27 contains 4508 members 
Mstep: Class 28 contains 119889 members 
Mstep: Class 29 contains 13718 members 
Mstep: Class 30 contains 44686 members 
Mstep: Class 31 contains 25827 members 
Mstep: Class 32 contains 1215 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 70533 members 
Mstep: Class 35 contains 518070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984496.000000 Penalty: 123221.835938
Iteration 284Q: 36 clusters Score -1.119845e+08 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8427 members 
Mstep: Class 4 contains 3245 members 
Mstep: Class 5 contains 17120 members 
Mstep: Class 6 contains 28308 members 
Mstep: Class 7 contains 19087 members 
Mstep: Class 8 contains 6510 members 
Mstep: Class 9 contains 60546 members 
Mstep: Class 10 contains 70293 members 
Mstep: Class 11 contains 6079 members 
Mstep: Class 12 contains 8858 members 
Mstep: Class 13 contains 14347 members 
Mstep: Class 14 contains 4791 members 
Mstep: Class 15 contains 7833 members 
Mstep: Class 16 contains 6144 members 
Mstep: Class 17 contains 153507 members 
Mstep: Class 18 contains 7440 members 
Mstep: Class 19 contains 39735 members 
Mstep: Class 20 contains 23964 members 
Mstep: Class 21 contains 6293 members 
Mstep: Class 22 contains 4030 members 
Mstep: Class 23 contains 76761 members 
Mstep: Class 24 contains 4537 members 
Mstep: Class 25 contains 4998 members 
Mstep: Class 26 contains 64010 members 
Mstep: Class 27 contains 4508 members 
Mstep: Class 28 contains 119902 members 
Mstep: Class 29 contains 13719 members 
Mstep: Class 30 contains 44689 members 
Mstep: Class 31 contains 25849 members 
Mstep: Class 32 contains 1214 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 70580 members 
Mstep: Class 35 contains 517974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984480.000000 Penalty: 123221.835938
Iteration 285Q: 36 clusters Score -1.119845e+08 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8427 members 
Mstep: Class 4 contains 3245 members 
Mstep: Class 5 contains 17133 members 
Mstep: Class 6 contains 28307 members 
Mstep: Class 7 contains 19089 members 
Mstep: Class 8 contains 6510 members 
Mstep: Class 9 contains 60539 members 
Mstep: Class 10 contains 70294 members 
Mstep: Class 11 contains 6080 members 
Mstep: Class 12 contains 8858 members 
Mstep: Class 13 contains 14343 members 
Mstep: Class 14 contains 4791 members 
Mstep: Class 15 contains 7833 members 
Mstep: Class 16 contains 6144 members 
Mstep: Class 17 contains 153507 members 
Mstep: Class 18 contains 7440 members 
Mstep: Class 19 contains 39737 members 
Mstep: Class 20 contains 23962 members 
Mstep: Class 21 contains 6289 members 
Mstep: Class 22 contains 4031 members 
Mstep: Class 23 contains 76769 members 
Mstep: Class 24 contains 4537 members 
Mstep: Class 25 contains 4999 members 
Mstep: Class 26 contains 64009 members 
Mstep: Class 27 contains 4508 members 
Mstep: Class 28 contains 119908 members 
Mstep: Class 29 contains 13719 members 
Mstep: Class 30 contains 44691 members 
Mstep: Class 31 contains 25872 members 
Mstep: Class 32 contains 1213 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 70628 members 
Mstep: Class 35 contains 517887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984528.000000 Penalty: 123221.835938
Iteration 286Q: 36 clusters Score -1.119845e+08 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8427 members 
Mstep: Class 4 contains 3245 members 
Mstep: Class 5 contains 17147 members 
Mstep: Class 6 contains 28311 members 
Mstep: Class 7 contains 19090 members 
Mstep: Class 8 contains 6509 members 
Mstep: Class 9 contains 60533 members 
Mstep: Class 10 contains 70297 members 
Mstep: Class 11 contains 6079 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14341 members 
Mstep: Class 14 contains 4791 members 
Mstep: Class 15 contains 7833 members 
Mstep: Class 16 contains 6144 members 
Mstep: Class 17 contains 153507 members 
Mstep: Class 18 contains 7440 members 
Mstep: Class 19 contains 39742 members 
Mstep: Class 20 contains 23962 members 
Mstep: Class 21 contains 6283 members 
Mstep: Class 22 contains 4032 members 
Mstep: Class 23 contains 76782 members 
Mstep: Class 24 contains 4538 members 
Mstep: Class 25 contains 5001 members 
Mstep: Class 26 contains 64014 members 
Mstep: Class 27 contains 4508 members 
Mstep: Class 28 contains 119913 members 
Mstep: Class 29 contains 13719 members 
Mstep: Class 30 contains 44692 members 
Mstep: Class 31 contains 25888 members 
Mstep: Class 32 contains 1210 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 70678 members 
Mstep: Class 35 contains 517784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984616.000000 Penalty: 123221.835938
Iteration 287Q: 36 clusters Score -1.119846e+08 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8427 members 
Mstep: Class 4 contains 3245 members 
Mstep: Class 5 contains 17160 members 
Mstep: Class 6 contains 28313 members 
Mstep: Class 7 contains 19094 members 
Mstep: Class 8 contains 6511 members 
Mstep: Class 9 contains 60531 members 
Mstep: Class 10 contains 70295 members 
Mstep: Class 11 contains 6077 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14337 members 
Mstep: Class 14 contains 4791 members 
Mstep: Class 15 contains 7833 members 
Mstep: Class 16 contains 6145 members 
Mstep: Class 17 contains 153507 members 
Mstep: Class 18 contains 7440 members 
Mstep: Class 19 contains 39746 members 
Mstep: Class 20 contains 23962 members 
Mstep: Class 21 contains 6275 members 
Mstep: Class 22 contains 4034 members 
Mstep: Class 23 contains 76794 members 
Mstep: Class 24 contains 4538 members 
Mstep: Class 25 contains 5001 members 
Mstep: Class 26 contains 64013 members 
Mstep: Class 27 contains 4508 members 
Mstep: Class 28 contains 119910 members 
Mstep: Class 29 contains 13720 members 
Mstep: Class 30 contains 44694 members 
Mstep: Class 31 contains 25909 members 
Mstep: Class 32 contains 1208 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 70735 members 
Mstep: Class 35 contains 517686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984416.000000 Penalty: 123221.835938
Iteration 288Q: 36 clusters Score -1.119844e+08 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8427 members 
Mstep: Class 4 contains 3246 members 
Mstep: Class 5 contains 17179 members 
Mstep: Class 6 contains 28313 members 
Mstep: Class 7 contains 19095 members 
Mstep: Class 8 contains 6513 members 
Mstep: Class 9 contains 60526 members 
Mstep: Class 10 contains 70295 members 
Mstep: Class 11 contains 6074 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14333 members 
Mstep: Class 14 contains 4791 members 
Mstep: Class 15 contains 7833 members 
Mstep: Class 16 contains 6145 members 
Mstep: Class 17 contains 153508 members 
Mstep: Class 18 contains 7440 members 
Mstep: Class 19 contains 39749 members 
Mstep: Class 20 contains 23963 members 
Mstep: Class 21 contains 6272 members 
Mstep: Class 22 contains 4035 members 
Mstep: Class 23 contains 76804 members 
Mstep: Class 24 contains 4538 members 
Mstep: Class 25 contains 4999 members 
Mstep: Class 26 contains 64015 members 
Mstep: Class 27 contains 4508 members 
Mstep: Class 28 contains 119912 members 
Mstep: Class 29 contains 13721 members 
Mstep: Class 30 contains 44697 members 
Mstep: Class 31 contains 25937 members 
Mstep: Class 32 contains 1208 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 70780 members 
Mstep: Class 35 contains 517584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984336.000000 Penalty: 123221.835938
Iteration 289Q: 36 clusters Score -1.119843e+08 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8427 members 
Mstep: Class 4 contains 3246 members 
Mstep: Class 5 contains 17198 members 
Mstep: Class 6 contains 28312 members 
Mstep: Class 7 contains 19098 members 
Mstep: Class 8 contains 6516 members 
Mstep: Class 9 contains 60521 members 
Mstep: Class 10 contains 70294 members 
Mstep: Class 11 contains 6070 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14332 members 
Mstep: Class 14 contains 4791 members 
Mstep: Class 15 contains 7833 members 
Mstep: Class 16 contains 6145 members 
Mstep: Class 17 contains 153508 members 
Mstep: Class 18 contains 7440 members 
Mstep: Class 19 contains 39753 members 
Mstep: Class 20 contains 23964 members 
Mstep: Class 21 contains 6270 members 
Mstep: Class 22 contains 4035 members 
Mstep: Class 23 contains 76814 members 
Mstep: Class 24 contains 4538 members 
Mstep: Class 25 contains 4999 members 
Mstep: Class 26 contains 64015 members 
Mstep: Class 27 contains 4508 members 
Mstep: Class 28 contains 119917 members 
Mstep: Class 29 contains 13720 members 
Mstep: Class 30 contains 44703 members 
Mstep: Class 31 contains 25958 members 
Mstep: Class 32 contains 1208 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 70835 members 
Mstep: Class 35 contains 517475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984512.000000 Penalty: 123221.835938
Iteration 290Q: 36 clusters Score -1.119845e+08 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8427 members 
Mstep: Class 4 contains 3246 members 
Mstep: Class 5 contains 17213 members 
Mstep: Class 6 contains 28314 members 
Mstep: Class 7 contains 19100 members 
Mstep: Class 8 contains 6516 members 
Mstep: Class 9 contains 60513 members 
Mstep: Class 10 contains 70294 members 
Mstep: Class 11 contains 6072 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14329 members 
Mstep: Class 14 contains 4791 members 
Mstep: Class 15 contains 7833 members 
Mstep: Class 16 contains 6145 members 
Mstep: Class 17 contains 153507 members 
Mstep: Class 18 contains 7440 members 
Mstep: Class 19 contains 39754 members 
Mstep: Class 20 contains 23963 members 
Mstep: Class 21 contains 6267 members 
Mstep: Class 22 contains 4036 members 
Mstep: Class 23 contains 76822 members 
Mstep: Class 24 contains 4538 members 
Mstep: Class 25 contains 4998 members 
Mstep: Class 26 contains 64018 members 
Mstep: Class 27 contains 4508 members 
Mstep: Class 28 contains 119919 members 
Mstep: Class 29 contains 13718 members 
Mstep: Class 30 contains 44708 members 
Mstep: Class 31 contains 25979 members 
Mstep: Class 32 contains 1208 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 70883 members 
Mstep: Class 35 contains 517384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984616.000000 Penalty: 123221.835938
Iteration 291Q: 36 clusters Score -1.119846e+08 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8427 members 
Mstep: Class 4 contains 3246 members 
Mstep: Class 5 contains 17224 members 
Mstep: Class 6 contains 28315 members 
Mstep: Class 7 contains 19099 members 
Mstep: Class 8 contains 6517 members 
Mstep: Class 9 contains 60508 members 
Mstep: Class 10 contains 70294 members 
Mstep: Class 11 contains 6072 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14329 members 
Mstep: Class 14 contains 4791 members 
Mstep: Class 15 contains 7833 members 
Mstep: Class 16 contains 6145 members 
Mstep: Class 17 contains 153505 members 
Mstep: Class 18 contains 7440 members 
Mstep: Class 19 contains 39755 members 
Mstep: Class 20 contains 23961 members 
Mstep: Class 21 contains 6265 members 
Mstep: Class 22 contains 4036 members 
Mstep: Class 23 contains 76831 members 
Mstep: Class 24 contains 4538 members 
Mstep: Class 25 contains 4998 members 
Mstep: Class 26 contains 64022 members 
Mstep: Class 27 contains 4508 members 
Mstep: Class 28 contains 119920 members 
Mstep: Class 29 contains 13719 members 
Mstep: Class 30 contains 44714 members 
Mstep: Class 31 contains 25991 members 
Mstep: Class 32 contains 1208 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 70936 members 
Mstep: Class 35 contains 517301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984472.000000 Penalty: 123221.835938
Iteration 292Q: 36 clusters Score -1.119845e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8427 members 
Mstep: Class 4 contains 3246 members 
Mstep: Class 5 contains 17231 members 
Mstep: Class 6 contains 28316 members 
Mstep: Class 7 contains 19099 members 
Mstep: Class 8 contains 6518 members 
Mstep: Class 9 contains 60503 members 
Mstep: Class 10 contains 70296 members 
Mstep: Class 11 contains 6072 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14327 members 
Mstep: Class 14 contains 4791 members 
Mstep: Class 15 contains 7833 members 
Mstep: Class 16 contains 6145 members 
Mstep: Class 17 contains 153505 members 
Mstep: Class 18 contains 7440 members 
Mstep: Class 19 contains 39753 members 
Mstep: Class 20 contains 23962 members 
Mstep: Class 21 contains 6263 members 
Mstep: Class 22 contains 4036 members 
Mstep: Class 23 contains 76838 members 
Mstep: Class 24 contains 4538 members 
Mstep: Class 25 contains 4999 members 
Mstep: Class 26 contains 64029 members 
Mstep: Class 27 contains 4508 members 
Mstep: Class 28 contains 119928 members 
Mstep: Class 29 contains 13720 members 
Mstep: Class 30 contains 44716 members 
Mstep: Class 31 contains 26002 members 
Mstep: Class 32 contains 1208 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 70981 members 
Mstep: Class 35 contains 517219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984328.000000 Penalty: 123221.835938
Iteration 293Q: 36 clusters Score -1.119843e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8427 members 
Mstep: Class 4 contains 3246 members 
Mstep: Class 5 contains 17236 members 
Mstep: Class 6 contains 28315 members 
Mstep: Class 7 contains 19096 members 
Mstep: Class 8 contains 6521 members 
Mstep: Class 9 contains 60497 members 
Mstep: Class 10 contains 70294 members 
Mstep: Class 11 contains 6072 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14328 members 
Mstep: Class 14 contains 4791 members 
Mstep: Class 15 contains 7833 members 
Mstep: Class 16 contains 6145 members 
Mstep: Class 17 contains 153506 members 
Mstep: Class 18 contains 7440 members 
Mstep: Class 19 contains 39752 members 
Mstep: Class 20 contains 23963 members 
Mstep: Class 21 contains 6260 members 
Mstep: Class 22 contains 4036 members 
Mstep: Class 23 contains 76843 members 
Mstep: Class 24 contains 4538 members 
Mstep: Class 25 contains 4999 members 
Mstep: Class 26 contains 64032 members 
Mstep: Class 27 contains 4508 members 
Mstep: Class 28 contains 119930 members 
Mstep: Class 29 contains 13720 members 
Mstep: Class 30 contains 44719 members 
Mstep: Class 31 contains 26017 members 
Mstep: Class 32 contains 1208 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 71024 members 
Mstep: Class 35 contains 517153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984448.000000 Penalty: 123221.835938
Iteration 294Q: 36 clusters Score -1.119844e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8427 members 
Mstep: Class 4 contains 3246 members 
Mstep: Class 5 contains 17242 members 
Mstep: Class 6 contains 28318 members 
Mstep: Class 7 contains 19095 members 
Mstep: Class 8 contains 6520 members 
Mstep: Class 9 contains 60493 members 
Mstep: Class 10 contains 70293 members 
Mstep: Class 11 contains 6074 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14331 members 
Mstep: Class 14 contains 4791 members 
Mstep: Class 15 contains 7833 members 
Mstep: Class 16 contains 6145 members 
Mstep: Class 17 contains 153506 members 
Mstep: Class 18 contains 7440 members 
Mstep: Class 19 contains 39754 members 
Mstep: Class 20 contains 23963 members 
Mstep: Class 21 contains 6258 members 
Mstep: Class 22 contains 4036 members 
Mstep: Class 23 contains 76852 members 
Mstep: Class 24 contains 4538 members 
Mstep: Class 25 contains 4999 members 
Mstep: Class 26 contains 64036 members 
Mstep: Class 27 contains 4508 members 
Mstep: Class 28 contains 119938 members 
Mstep: Class 29 contains 13721 members 
Mstep: Class 30 contains 44715 members 
Mstep: Class 31 contains 26028 members 
Mstep: Class 32 contains 1208 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 71054 members 
Mstep: Class 35 contains 517089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984528.000000 Penalty: 123221.835938
Iteration 295Q: 36 clusters Score -1.119845e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8427 members 
Mstep: Class 4 contains 3246 members 
Mstep: Class 5 contains 17245 members 
Mstep: Class 6 contains 28320 members 
Mstep: Class 7 contains 19092 members 
Mstep: Class 8 contains 6520 members 
Mstep: Class 9 contains 60486 members 
Mstep: Class 10 contains 70294 members 
Mstep: Class 11 contains 6074 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14331 members 
Mstep: Class 14 contains 4791 members 
Mstep: Class 15 contains 7833 members 
Mstep: Class 16 contains 6145 members 
Mstep: Class 17 contains 153505 members 
Mstep: Class 18 contains 7440 members 
Mstep: Class 19 contains 39755 members 
Mstep: Class 20 contains 23964 members 
Mstep: Class 21 contains 6258 members 
Mstep: Class 22 contains 4036 members 
Mstep: Class 23 contains 76857 members 
Mstep: Class 24 contains 4538 members 
Mstep: Class 25 contains 4999 members 
Mstep: Class 26 contains 64040 members 
Mstep: Class 27 contains 4508 members 
Mstep: Class 28 contains 119948 members 
Mstep: Class 29 contains 13724 members 
Mstep: Class 30 contains 44714 members 
Mstep: Class 31 contains 26036 members 
Mstep: Class 32 contains 1208 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 71091 members 
Mstep: Class 35 contains 517025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984616.000000 Penalty: 123221.835938
Iteration 296Q: 36 clusters Score -1.119846e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8427 members 
Mstep: Class 4 contains 3246 members 
Mstep: Class 5 contains 17249 members 
Mstep: Class 6 contains 28320 members 
Mstep: Class 7 contains 19088 members 
Mstep: Class 8 contains 6519 members 
Mstep: Class 9 contains 60477 members 
Mstep: Class 10 contains 70295 members 
Mstep: Class 11 contains 6075 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14332 members 
Mstep: Class 14 contains 4791 members 
Mstep: Class 15 contains 7833 members 
Mstep: Class 16 contains 6145 members 
Mstep: Class 17 contains 153505 members 
Mstep: Class 18 contains 7440 members 
Mstep: Class 19 contains 39756 members 
Mstep: Class 20 contains 23963 members 
Mstep: Class 21 contains 6258 members 
Mstep: Class 22 contains 4036 members 
Mstep: Class 23 contains 76864 members 
Mstep: Class 24 contains 4538 members 
Mstep: Class 25 contains 5000 members 
Mstep: Class 26 contains 64041 members 
Mstep: Class 27 contains 4508 members 
Mstep: Class 28 contains 119953 members 
Mstep: Class 29 contains 13728 members 
Mstep: Class 30 contains 44716 members 
Mstep: Class 31 contains 26050 members 
Mstep: Class 32 contains 1208 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 71125 members 
Mstep: Class 35 contains 516965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984520.000000 Penalty: 123221.835938
Iteration 297Q: 36 clusters Score -1.119845e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8427 members 
Mstep: Class 4 contains 3246 members 
Mstep: Class 5 contains 17257 members 
Mstep: Class 6 contains 28321 members 
Mstep: Class 7 contains 19086 members 
Mstep: Class 8 contains 6519 members 
Mstep: Class 9 contains 60471 members 
Mstep: Class 10 contains 70295 members 
Mstep: Class 11 contains 6074 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14331 members 
Mstep: Class 14 contains 4791 members 
Mstep: Class 15 contains 7832 members 
Mstep: Class 16 contains 6145 members 
Mstep: Class 17 contains 153504 members 
Mstep: Class 18 contains 7440 members 
Mstep: Class 19 contains 39758 members 
Mstep: Class 20 contains 23964 members 
Mstep: Class 21 contains 6258 members 
Mstep: Class 22 contains 4037 members 
Mstep: Class 23 contains 76877 members 
Mstep: Class 24 contains 4538 members 
Mstep: Class 25 contains 5000 members 
Mstep: Class 26 contains 64041 members 
Mstep: Class 27 contains 4508 members 
Mstep: Class 28 contains 119953 members 
Mstep: Class 29 contains 13729 members 
Mstep: Class 30 contains 44716 members 
Mstep: Class 31 contains 26064 members 
Mstep: Class 32 contains 1208 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 71159 members 
Mstep: Class 35 contains 516903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984576.000000 Penalty: 123221.835938
Iteration 298Q: 36 clusters Score -1.119846e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8427 members 
Mstep: Class 4 contains 3246 members 
Mstep: Class 5 contains 17267 members 
Mstep: Class 6 contains 28322 members 
Mstep: Class 7 contains 19087 members 
Mstep: Class 8 contains 6519 members 
Mstep: Class 9 contains 60462 members 
Mstep: Class 10 contains 70297 members 
Mstep: Class 11 contains 6072 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14327 members 
Mstep: Class 14 contains 4791 members 
Mstep: Class 15 contains 7832 members 
Mstep: Class 16 contains 6145 members 
Mstep: Class 17 contains 153504 members 
Mstep: Class 18 contains 7440 members 
Mstep: Class 19 contains 39760 members 
Mstep: Class 20 contains 23962 members 
Mstep: Class 21 contains 6258 members 
Mstep: Class 22 contains 4036 members 
Mstep: Class 23 contains 76893 members 
Mstep: Class 24 contains 4538 members 
Mstep: Class 25 contains 5000 members 
Mstep: Class 26 contains 64042 members 
Mstep: Class 27 contains 4508 members 
Mstep: Class 28 contains 119956 members 
Mstep: Class 29 contains 13729 members 
Mstep: Class 30 contains 44719 members 
Mstep: Class 31 contains 26081 members 
Mstep: Class 32 contains 1208 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 71196 members 
Mstep: Class 35 contains 516828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984544.000000 Penalty: 123221.835938
Iteration 299Q: 36 clusters Score -1.119845e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8427 members 
Mstep: Class 4 contains 3246 members 
Mstep: Class 5 contains 17276 members 
Mstep: Class 6 contains 28323 members 
Mstep: Class 7 contains 19088 members 
Mstep: Class 8 contains 6518 members 
Mstep: Class 9 contains 60454 members 
Mstep: Class 10 contains 70299 members 
Mstep: Class 11 contains 6070 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14327 members 
Mstep: Class 14 contains 4791 members 
Mstep: Class 15 contains 7832 members 
Mstep: Class 16 contains 6145 members 
Mstep: Class 17 contains 153503 members 
Mstep: Class 18 contains 7440 members 
Mstep: Class 19 contains 39760 members 
Mstep: Class 20 contains 23961 members 
Mstep: Class 21 contains 6258 members 
Mstep: Class 22 contains 4037 members 
Mstep: Class 23 contains 76904 members 
Mstep: Class 24 contains 4539 members 
Mstep: Class 25 contains 5000 members 
Mstep: Class 26 contains 64043 members 
Mstep: Class 27 contains 4508 members 
Mstep: Class 28 contains 119962 members 
Mstep: Class 29 contains 13728 members 
Mstep: Class 30 contains 44721 members 
Mstep: Class 31 contains 26099 members 
Mstep: Class 32 contains 1208 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 71237 members 
Mstep: Class 35 contains 516748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984616.000000 Penalty: 123221.835938
Iteration 300F: 36 clusters Score -1.119846e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8426 members 
Mstep: Class 4 contains 3246 members 
Mstep: Class 5 contains 17288 members 
Mstep: Class 6 contains 28328 members 
Mstep: Class 7 contains 19088 members 
Mstep: Class 8 contains 6519 members 
Mstep: Class 9 contains 60438 members 
Mstep: Class 10 contains 70297 members 
Mstep: Class 11 contains 6069 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14327 members 
Mstep: Class 14 contains 4791 members 
Mstep: Class 15 contains 7832 members 
Mstep: Class 16 contains 6145 members 
Mstep: Class 17 contains 153503 members 
Mstep: Class 18 contains 7440 members 
Mstep: Class 19 contains 39760 members 
Mstep: Class 20 contains 23962 members 
Mstep: Class 21 contains 6258 members 
Mstep: Class 22 contains 4037 members 
Mstep: Class 23 contains 76909 members 
Mstep: Class 24 contains 4539 members 
Mstep: Class 25 contains 5000 members 
Mstep: Class 26 contains 64045 members 
Mstep: Class 27 contains 4508 members 
Mstep: Class 28 contains 119970 members 
Mstep: Class 29 contains 13729 members 
Mstep: Class 30 contains 44720 members 
Mstep: Class 31 contains 26112 members 
Mstep: Class 32 contains 1208 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 71277 members 
Mstep: Class 35 contains 516682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984592.000000 Penalty: 123221.835938
Iteration 301Q: 36 clusters Score -1.119846e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8426 members 
Mstep: Class 4 contains 3245 members 
Mstep: Class 5 contains 17298 members 
Mstep: Class 6 contains 28331 members 
Mstep: Class 7 contains 19089 members 
Mstep: Class 8 contains 6519 members 
Mstep: Class 9 contains 60417 members 
Mstep: Class 10 contains 70297 members 
Mstep: Class 11 contains 6071 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14328 members 
Mstep: Class 14 contains 4791 members 
Mstep: Class 15 contains 7831 members 
Mstep: Class 16 contains 6145 members 
Mstep: Class 17 contains 153503 members 
Mstep: Class 18 contains 7440 members 
Mstep: Class 19 contains 39760 members 
Mstep: Class 20 contains 23962 members 
Mstep: Class 21 contains 6257 members 
Mstep: Class 22 contains 4037 members 
Mstep: Class 23 contains 76922 members 
Mstep: Class 24 contains 4539 members 
Mstep: Class 25 contains 5000 members 
Mstep: Class 26 contains 64040 members 
Mstep: Class 27 contains 4508 members 
Mstep: Class 28 contains 119975 members 
Mstep: Class 29 contains 13731 members 
Mstep: Class 30 contains 44719 members 
Mstep: Class 31 contains 26126 members 
Mstep: Class 32 contains 1208 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 71303 members 
Mstep: Class 35 contains 516637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984576.000000 Penalty: 123221.835938
Iteration 302Q: 36 clusters Score -1.119846e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8426 members 
Mstep: Class 4 contains 3245 members 
Mstep: Class 5 contains 17306 members 
Mstep: Class 6 contains 28336 members 
Mstep: Class 7 contains 19090 members 
Mstep: Class 8 contains 6521 members 
Mstep: Class 9 contains 60402 members 
Mstep: Class 10 contains 70295 members 
Mstep: Class 11 contains 6070 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14327 members 
Mstep: Class 14 contains 4791 members 
Mstep: Class 15 contains 7831 members 
Mstep: Class 16 contains 6145 members 
Mstep: Class 17 contains 153503 members 
Mstep: Class 18 contains 7440 members 
Mstep: Class 19 contains 39760 members 
Mstep: Class 20 contains 23961 members 
Mstep: Class 21 contains 6257 members 
Mstep: Class 22 contains 4037 members 
Mstep: Class 23 contains 76933 members 
Mstep: Class 24 contains 4539 members 
Mstep: Class 25 contains 4999 members 
Mstep: Class 26 contains 64046 members 
Mstep: Class 27 contains 4508 members 
Mstep: Class 28 contains 119982 members 
Mstep: Class 29 contains 13734 members 
Mstep: Class 30 contains 44717 members 
Mstep: Class 31 contains 26145 members 
Mstep: Class 32 contains 1208 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 71330 members 
Mstep: Class 35 contains 516571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984528.000000 Penalty: 123221.835938
Iteration 303Q: 36 clusters Score -1.119845e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8426 members 
Mstep: Class 4 contains 3245 members 
Mstep: Class 5 contains 17315 members 
Mstep: Class 6 contains 28341 members 
Mstep: Class 7 contains 19090 members 
Mstep: Class 8 contains 6522 members 
Mstep: Class 9 contains 60392 members 
Mstep: Class 10 contains 70294 members 
Mstep: Class 11 contains 6069 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14327 members 
Mstep: Class 14 contains 4791 members 
Mstep: Class 15 contains 7831 members 
Mstep: Class 16 contains 6145 members 
Mstep: Class 17 contains 153503 members 
Mstep: Class 18 contains 7440 members 
Mstep: Class 19 contains 39760 members 
Mstep: Class 20 contains 23962 members 
Mstep: Class 21 contains 6257 members 
Mstep: Class 22 contains 4036 members 
Mstep: Class 23 contains 76944 members 
Mstep: Class 24 contains 4539 members 
Mstep: Class 25 contains 4999 members 
Mstep: Class 26 contains 64049 members 
Mstep: Class 27 contains 4508 members 
Mstep: Class 28 contains 119990 members 
Mstep: Class 29 contains 13737 members 
Mstep: Class 30 contains 44716 members 
Mstep: Class 31 contains 26164 members 
Mstep: Class 32 contains 1208 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 71356 members 
Mstep: Class 35 contains 516500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984632.000000 Penalty: 123221.835938
Iteration 304Q: 36 clusters Score -1.119846e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8426 members 
Mstep: Class 4 contains 3245 members 
Mstep: Class 5 contains 17323 members 
Mstep: Class 6 contains 28342 members 
Mstep: Class 7 contains 19091 members 
Mstep: Class 8 contains 6522 members 
Mstep: Class 9 contains 60382 members 
Mstep: Class 10 contains 70294 members 
Mstep: Class 11 contains 6066 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14327 members 
Mstep: Class 14 contains 4791 members 
Mstep: Class 15 contains 7831 members 
Mstep: Class 16 contains 6145 members 
Mstep: Class 17 contains 153503 members 
Mstep: Class 18 contains 7439 members 
Mstep: Class 19 contains 39760 members 
Mstep: Class 20 contains 23963 members 
Mstep: Class 21 contains 6257 members 
Mstep: Class 22 contains 4036 members 
Mstep: Class 23 contains 76956 members 
Mstep: Class 24 contains 4539 members 
Mstep: Class 25 contains 4999 members 
Mstep: Class 26 contains 64060 members 
Mstep: Class 27 contains 4508 members 
Mstep: Class 28 contains 119995 members 
Mstep: Class 29 contains 13739 members 
Mstep: Class 30 contains 44720 members 
Mstep: Class 31 contains 26174 members 
Mstep: Class 32 contains 1208 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 71380 members 
Mstep: Class 35 contains 516436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984688.000000 Penalty: 123221.835938
Iteration 305Q: 36 clusters Score -1.119847e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8426 members 
Mstep: Class 4 contains 3245 members 
Mstep: Class 5 contains 17333 members 
Mstep: Class 6 contains 28343 members 
Mstep: Class 7 contains 19093 members 
Mstep: Class 8 contains 6522 members 
Mstep: Class 9 contains 60374 members 
Mstep: Class 10 contains 70295 members 
Mstep: Class 11 contains 6063 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14329 members 
Mstep: Class 14 contains 4791 members 
Mstep: Class 15 contains 7831 members 
Mstep: Class 16 contains 6145 members 
Mstep: Class 17 contains 153503 members 
Mstep: Class 18 contains 7439 members 
Mstep: Class 19 contains 39760 members 
Mstep: Class 20 contains 23963 members 
Mstep: Class 21 contains 6257 members 
Mstep: Class 22 contains 4036 members 
Mstep: Class 23 contains 76967 members 
Mstep: Class 24 contains 4538 members 
Mstep: Class 25 contains 4999 members 
Mstep: Class 26 contains 64062 members 
Mstep: Class 27 contains 4508 members 
Mstep: Class 28 contains 120003 members 
Mstep: Class 29 contains 13739 members 
Mstep: Class 30 contains 44722 members 
Mstep: Class 31 contains 26189 members 
Mstep: Class 32 contains 1208 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 71409 members 
Mstep: Class 35 contains 516366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984608.000000 Penalty: 123221.835938
Iteration 306Q: 36 clusters Score -1.119846e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8426 members 
Mstep: Class 4 contains 3245 members 
Mstep: Class 5 contains 17338 members 
Mstep: Class 6 contains 28347 members 
Mstep: Class 7 contains 19094 members 
Mstep: Class 8 contains 6522 members 
Mstep: Class 9 contains 60360 members 
Mstep: Class 10 contains 70295 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14326 members 
Mstep: Class 14 contains 4791 members 
Mstep: Class 15 contains 7830 members 
Mstep: Class 16 contains 6145 members 
Mstep: Class 17 contains 153503 members 
Mstep: Class 18 contains 7439 members 
Mstep: Class 19 contains 39760 members 
Mstep: Class 20 contains 23963 members 
Mstep: Class 21 contains 6257 members 
Mstep: Class 22 contains 4036 members 
Mstep: Class 23 contains 76975 members 
Mstep: Class 24 contains 4538 members 
Mstep: Class 25 contains 4999 members 
Mstep: Class 26 contains 64068 members 
Mstep: Class 27 contains 4508 members 
Mstep: Class 28 contains 120013 members 
Mstep: Class 29 contains 13739 members 
Mstep: Class 30 contains 44725 members 
Mstep: Class 31 contains 26201 members 
Mstep: Class 32 contains 1208 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 71432 members 
Mstep: Class 35 contains 516310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984584.000000 Penalty: 123221.835938
Iteration 307Q: 36 clusters Score -1.119846e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8426 members 
Mstep: Class 4 contains 3245 members 
Mstep: Class 5 contains 17341 members 
Mstep: Class 6 contains 28348 members 
Mstep: Class 7 contains 19093 members 
Mstep: Class 8 contains 6522 members 
Mstep: Class 9 contains 60353 members 
Mstep: Class 10 contains 70297 members 
Mstep: Class 11 contains 6063 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14323 members 
Mstep: Class 14 contains 4791 members 
Mstep: Class 15 contains 7830 members 
Mstep: Class 16 contains 6145 members 
Mstep: Class 17 contains 153504 members 
Mstep: Class 18 contains 7439 members 
Mstep: Class 19 contains 39760 members 
Mstep: Class 20 contains 23963 members 
Mstep: Class 21 contains 6257 members 
Mstep: Class 22 contains 4036 members 
Mstep: Class 23 contains 76982 members 
Mstep: Class 24 contains 4539 members 
Mstep: Class 25 contains 4999 members 
Mstep: Class 26 contains 64074 members 
Mstep: Class 27 contains 4508 members 
Mstep: Class 28 contains 120024 members 
Mstep: Class 29 contains 13739 members 
Mstep: Class 30 contains 44726 members 
Mstep: Class 31 contains 26219 members 
Mstep: Class 32 contains 1208 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 71454 members 
Mstep: Class 35 contains 516248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984440.000000 Penalty: 123221.835938
Iteration 308Q: 36 clusters Score -1.119844e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8426 members 
Mstep: Class 4 contains 3245 members 
Mstep: Class 5 contains 17343 members 
Mstep: Class 6 contains 28346 members 
Mstep: Class 7 contains 19093 members 
Mstep: Class 8 contains 6522 members 
Mstep: Class 9 contains 60345 members 
Mstep: Class 10 contains 70294 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14322 members 
Mstep: Class 14 contains 4791 members 
Mstep: Class 15 contains 7830 members 
Mstep: Class 16 contains 6145 members 
Mstep: Class 17 contains 153504 members 
Mstep: Class 18 contains 7439 members 
Mstep: Class 19 contains 39760 members 
Mstep: Class 20 contains 23962 members 
Mstep: Class 21 contains 6257 members 
Mstep: Class 22 contains 4036 members 
Mstep: Class 23 contains 76988 members 
Mstep: Class 24 contains 4540 members 
Mstep: Class 25 contains 4998 members 
Mstep: Class 26 contains 64079 members 
Mstep: Class 27 contains 4508 members 
Mstep: Class 28 contains 120036 members 
Mstep: Class 29 contains 13739 members 
Mstep: Class 30 contains 44723 members 
Mstep: Class 31 contains 26243 members 
Mstep: Class 32 contains 1208 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 71478 members 
Mstep: Class 35 contains 516192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984552.000000 Penalty: 123221.835938
Iteration 309Q: 36 clusters Score -1.119846e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8426 members 
Mstep: Class 4 contains 3243 members 
Mstep: Class 5 contains 17344 members 
Mstep: Class 6 contains 28347 members 
Mstep: Class 7 contains 19095 members 
Mstep: Class 8 contains 6522 members 
Mstep: Class 9 contains 60337 members 
Mstep: Class 10 contains 70293 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14321 members 
Mstep: Class 14 contains 4791 members 
Mstep: Class 15 contains 7830 members 
Mstep: Class 16 contains 6145 members 
Mstep: Class 17 contains 153504 members 
Mstep: Class 18 contains 7439 members 
Mstep: Class 19 contains 39761 members 
Mstep: Class 20 contains 23960 members 
Mstep: Class 21 contains 6257 members 
Mstep: Class 22 contains 4036 members 
Mstep: Class 23 contains 77001 members 
Mstep: Class 24 contains 4543 members 
Mstep: Class 25 contains 4999 members 
Mstep: Class 26 contains 64080 members 
Mstep: Class 27 contains 4508 members 
Mstep: Class 28 contains 120039 members 
Mstep: Class 29 contains 13739 members 
Mstep: Class 30 contains 44723 members 
Mstep: Class 31 contains 26264 members 
Mstep: Class 32 contains 1208 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 71504 members 
Mstep: Class 35 contains 516133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984472.000000 Penalty: 123221.835938
Iteration 310Q: 36 clusters Score -1.119845e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8426 members 
Mstep: Class 4 contains 3243 members 
Mstep: Class 5 contains 17348 members 
Mstep: Class 6 contains 28352 members 
Mstep: Class 7 contains 19097 members 
Mstep: Class 8 contains 6522 members 
Mstep: Class 9 contains 60331 members 
Mstep: Class 10 contains 70289 members 
Mstep: Class 11 contains 6063 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14324 members 
Mstep: Class 14 contains 4791 members 
Mstep: Class 15 contains 7830 members 
Mstep: Class 16 contains 6145 members 
Mstep: Class 17 contains 153505 members 
Mstep: Class 18 contains 7439 members 
Mstep: Class 19 contains 39760 members 
Mstep: Class 20 contains 23964 members 
Mstep: Class 21 contains 6257 members 
Mstep: Class 22 contains 4036 members 
Mstep: Class 23 contains 77004 members 
Mstep: Class 24 contains 4544 members 
Mstep: Class 25 contains 4998 members 
Mstep: Class 26 contains 64090 members 
Mstep: Class 27 contains 4508 members 
Mstep: Class 28 contains 120045 members 
Mstep: Class 29 contains 13739 members 
Mstep: Class 30 contains 44726 members 
Mstep: Class 31 contains 26280 members 
Mstep: Class 32 contains 1208 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 71525 members 
Mstep: Class 35 contains 516067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984424.000000 Penalty: 123221.835938
Iteration 311Q: 36 clusters Score -1.119844e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8426 members 
Mstep: Class 4 contains 3243 members 
Mstep: Class 5 contains 17351 members 
Mstep: Class 6 contains 28359 members 
Mstep: Class 7 contains 19100 members 
Mstep: Class 8 contains 6522 members 
Mstep: Class 9 contains 60326 members 
Mstep: Class 10 contains 70289 members 
Mstep: Class 11 contains 6063 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14322 members 
Mstep: Class 14 contains 4791 members 
Mstep: Class 15 contains 7830 members 
Mstep: Class 16 contains 6145 members 
Mstep: Class 17 contains 153505 members 
Mstep: Class 18 contains 7439 members 
Mstep: Class 19 contains 39760 members 
Mstep: Class 20 contains 23966 members 
Mstep: Class 21 contains 6257 members 
Mstep: Class 22 contains 4036 members 
Mstep: Class 23 contains 77007 members 
Mstep: Class 24 contains 4544 members 
Mstep: Class 25 contains 4998 members 
Mstep: Class 26 contains 64097 members 
Mstep: Class 27 contains 4508 members 
Mstep: Class 28 contains 120045 members 
Mstep: Class 29 contains 13739 members 
Mstep: Class 30 contains 44732 members 
Mstep: Class 31 contains 26295 members 
Mstep: Class 32 contains 1208 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 71542 members 
Mstep: Class 35 contains 516011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984400.000000 Penalty: 123221.835938
Iteration 312Q: 36 clusters Score -1.119844e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8426 members 
Mstep: Class 4 contains 3243 members 
Mstep: Class 5 contains 17351 members 
Mstep: Class 6 contains 28365 members 
Mstep: Class 7 contains 19100 members 
Mstep: Class 8 contains 6522 members 
Mstep: Class 9 contains 60321 members 
Mstep: Class 10 contains 70291 members 
Mstep: Class 11 contains 6062 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14321 members 
Mstep: Class 14 contains 4791 members 
Mstep: Class 15 contains 7830 members 
Mstep: Class 16 contains 6145 members 
Mstep: Class 17 contains 153504 members 
Mstep: Class 18 contains 7439 members 
Mstep: Class 19 contains 39760 members 
Mstep: Class 20 contains 23965 members 
Mstep: Class 21 contains 6257 members 
Mstep: Class 22 contains 4036 members 
Mstep: Class 23 contains 77014 members 
Mstep: Class 24 contains 4544 members 
Mstep: Class 25 contains 4998 members 
Mstep: Class 26 contains 64101 members 
Mstep: Class 27 contains 4508 members 
Mstep: Class 28 contains 120047 members 
Mstep: Class 29 contains 13739 members 
Mstep: Class 30 contains 44736 members 
Mstep: Class 31 contains 26312 members 
Mstep: Class 32 contains 1208 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 71558 members 
Mstep: Class 35 contains 515962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984416.000000 Penalty: 123221.835938
Iteration 313Q: 36 clusters Score -1.119844e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8426 members 
Mstep: Class 4 contains 3243 members 
Mstep: Class 5 contains 17355 members 
Mstep: Class 6 contains 28364 members 
Mstep: Class 7 contains 19099 members 
Mstep: Class 8 contains 6521 members 
Mstep: Class 9 contains 60317 members 
Mstep: Class 10 contains 70290 members 
Mstep: Class 11 contains 6062 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14320 members 
Mstep: Class 14 contains 4791 members 
Mstep: Class 15 contains 7830 members 
Mstep: Class 16 contains 6145 members 
Mstep: Class 17 contains 153504 members 
Mstep: Class 18 contains 7439 members 
Mstep: Class 19 contains 39760 members 
Mstep: Class 20 contains 23965 members 
Mstep: Class 21 contains 6257 members 
Mstep: Class 22 contains 4036 members 
Mstep: Class 23 contains 77025 members 
Mstep: Class 24 contains 4544 members 
Mstep: Class 25 contains 4999 members 
Mstep: Class 26 contains 64102 members 
Mstep: Class 27 contains 4508 members 
Mstep: Class 28 contains 120048 members 
Mstep: Class 29 contains 13739 members 
Mstep: Class 30 contains 44745 members 
Mstep: Class 31 contains 26332 members 
Mstep: Class 32 contains 1208 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 71567 members 
Mstep: Class 35 contains 515915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984424.000000 Penalty: 123221.835938
Iteration 314Q: 36 clusters Score -1.119844e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8426 members 
Mstep: Class 4 contains 3243 members 
Mstep: Class 5 contains 17360 members 
Mstep: Class 6 contains 28365 members 
Mstep: Class 7 contains 19099 members 
Mstep: Class 8 contains 6520 members 
Mstep: Class 9 contains 60315 members 
Mstep: Class 10 contains 70286 members 
Mstep: Class 11 contains 6059 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14321 members 
Mstep: Class 14 contains 4791 members 
Mstep: Class 15 contains 7830 members 
Mstep: Class 16 contains 6145 members 
Mstep: Class 17 contains 153504 members 
Mstep: Class 18 contains 7439 members 
Mstep: Class 19 contains 39761 members 
Mstep: Class 20 contains 23966 members 
Mstep: Class 21 contains 6257 members 
Mstep: Class 22 contains 4036 members 
Mstep: Class 23 contains 77038 members 
Mstep: Class 24 contains 4544 members 
Mstep: Class 25 contains 4999 members 
Mstep: Class 26 contains 64105 members 
Mstep: Class 27 contains 4508 members 
Mstep: Class 28 contains 120047 members 
Mstep: Class 29 contains 13739 members 
Mstep: Class 30 contains 44754 members 
Mstep: Class 31 contains 26353 members 
Mstep: Class 32 contains 1208 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 71583 members 
Mstep: Class 35 contains 515855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984368.000000 Penalty: 123221.835938
Iteration 315Q: 36 clusters Score -1.119844e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8425 members 
Mstep: Class 4 contains 3243 members 
Mstep: Class 5 contains 17362 members 
Mstep: Class 6 contains 28368 members 
Mstep: Class 7 contains 19098 members 
Mstep: Class 8 contains 6520 members 
Mstep: Class 9 contains 60312 members 
Mstep: Class 10 contains 70284 members 
Mstep: Class 11 contains 6059 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14320 members 
Mstep: Class 14 contains 4791 members 
Mstep: Class 15 contains 7830 members 
Mstep: Class 16 contains 6145 members 
Mstep: Class 17 contains 153504 members 
Mstep: Class 18 contains 7439 members 
Mstep: Class 19 contains 39762 members 
Mstep: Class 20 contains 23966 members 
Mstep: Class 21 contains 6257 members 
Mstep: Class 22 contains 4036 members 
Mstep: Class 23 contains 77050 members 
Mstep: Class 24 contains 4544 members 
Mstep: Class 25 contains 4999 members 
Mstep: Class 26 contains 64109 members 
Mstep: Class 27 contains 4508 members 
Mstep: Class 28 contains 120050 members 
Mstep: Class 29 contains 13739 members 
Mstep: Class 30 contains 44759 members 
Mstep: Class 31 contains 26370 members 
Mstep: Class 32 contains 1208 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 71600 members 
Mstep: Class 35 contains 515799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984368.000000 Penalty: 123221.835938
Iteration 316Q: 36 clusters Score -1.119844e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8425 members 
Mstep: Class 4 contains 3243 members 
Mstep: Class 5 contains 17364 members 
Mstep: Class 6 contains 28373 members 
Mstep: Class 7 contains 19099 members 
Mstep: Class 8 contains 6520 members 
Mstep: Class 9 contains 60311 members 
Mstep: Class 10 contains 70285 members 
Mstep: Class 11 contains 6060 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14320 members 
Mstep: Class 14 contains 4791 members 
Mstep: Class 15 contains 7830 members 
Mstep: Class 16 contains 6145 members 
Mstep: Class 17 contains 153503 members 
Mstep: Class 18 contains 7439 members 
Mstep: Class 19 contains 39762 members 
Mstep: Class 20 contains 23967 members 
Mstep: Class 21 contains 6257 members 
Mstep: Class 22 contains 4037 members 
Mstep: Class 23 contains 77055 members 
Mstep: Class 24 contains 4544 members 
Mstep: Class 25 contains 4999 members 
Mstep: Class 26 contains 64108 members 
Mstep: Class 27 contains 4508 members 
Mstep: Class 28 contains 120053 members 
Mstep: Class 29 contains 13739 members 
Mstep: Class 30 contains 44766 members 
Mstep: Class 31 contains 26387 members 
Mstep: Class 32 contains 1208 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 71614 members 
Mstep: Class 35 contains 515744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984352.000000 Penalty: 123221.835938
Iteration 317Q: 36 clusters Score -1.119844e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8425 members 
Mstep: Class 4 contains 3243 members 
Mstep: Class 5 contains 17365 members 
Mstep: Class 6 contains 28377 members 
Mstep: Class 7 contains 19099 members 
Mstep: Class 8 contains 6520 members 
Mstep: Class 9 contains 60309 members 
Mstep: Class 10 contains 70284 members 
Mstep: Class 11 contains 6060 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14320 members 
Mstep: Class 14 contains 4791 members 
Mstep: Class 15 contains 7830 members 
Mstep: Class 16 contains 6145 members 
Mstep: Class 17 contains 153503 members 
Mstep: Class 18 contains 7439 members 
Mstep: Class 19 contains 39762 members 
Mstep: Class 20 contains 23967 members 
Mstep: Class 21 contains 6257 members 
Mstep: Class 22 contains 4037 members 
Mstep: Class 23 contains 77060 members 
Mstep: Class 24 contains 4544 members 
Mstep: Class 25 contains 4999 members 
Mstep: Class 26 contains 64112 members 
Mstep: Class 27 contains 4508 members 
Mstep: Class 28 contains 120054 members 
Mstep: Class 29 contains 13739 members 
Mstep: Class 30 contains 44774 members 
Mstep: Class 31 contains 26395 members 
Mstep: Class 32 contains 1208 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 71627 members 
Mstep: Class 35 contains 515703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984368.000000 Penalty: 123221.835938
Iteration 318Q: 36 clusters Score -1.119844e+08 nChanged 54
Entering ConstructFrom: 
Score: -111984368.000000 Penalty: 123221.835938
Entering ConstructFrom: 
Trying to split cluster 1 (8996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Entering Unmasked Estep 
Score: -734043.062500 Penalty: 2257.924805
	Iteration 0F: 2 clusters Score -734043.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -727053.750000 Penalty: 4515.849609
	Iteration 0F: 3 clusters Score -727053.8 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -729089.875000 Penalty: 4515.849609
	Iteration 1F: 3 clusters Score -729089.9 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -729357.687500 Penalty: 4515.849609
	Iteration 2F: 3 clusters Score -729357.7 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -729544.562500 Penalty: 4515.849609
	Iteration 3Q: 3 clusters Score -729544.6 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -729677.125000 Penalty: 4515.849609
	Iteration 4Q: 3 clusters Score -729677.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -729778.875000 Penalty: 4515.849609
	Iteration 5Q: 3 clusters Score -729778.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -729859.062500 Penalty: 4515.849609
	Iteration 6Q: 3 clusters Score -729859.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -729936.562500 Penalty: 4515.849609
	Iteration 7Q: 3 clusters Score -729936.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -730019.875000 Penalty: 4515.849609
	Iteration 8Q: 3 clusters Score -730019.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -730103.750000 Penalty: 4515.849609
	Iteration 9Q: 3 clusters Score -730103.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -730189.125000 Penalty: 4515.849609
	Iteration 10Q: 3 clusters Score -730189.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -730281.062500 Penalty: 4515.849609
	Iteration 11Q: 3 clusters Score -730281.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -730388.937500 Penalty: 4515.849609
	Iteration 12Q: 3 clusters Score -730388.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -730516.312500 Penalty: 4515.849609
	Iteration 13Q: 3 clusters Score -730516.3 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -730696.562500 Penalty: 4515.849609
	Iteration 14Q: 3 clusters Score -730696.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -730916.312500 Penalty: 4515.849609
	Iteration 15Q: 3 clusters Score -730916.3 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -731133.000000 Penalty: 4515.849609
	Iteration 16Q: 3 clusters Score -731133 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -731344.062500 Penalty: 4515.849609
	Iteration 17Q: 3 clusters Score -731344.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -731538.062500 Penalty: 4515.849609
	Iteration 18Q: 3 clusters Score -731538.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -731751.250000 Penalty: 4515.849609
	Iteration 19Q: 3 clusters Score -731751.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -731916.562500 Penalty: 4515.849609
	Iteration 20F: 3 clusters Score -731916.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -732032.187500 Penalty: 4515.849609
	Iteration 21Q: 3 clusters Score -732032.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -732087.187500 Penalty: 4515.849609
	Iteration 22Q: 3 clusters Score -732087.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -732125.500000 Penalty: 4515.849609
	Iteration 23Q: 3 clusters Score -732125.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -732152.750000 Penalty: 4515.849609
	Iteration 24Q: 3 clusters Score -732152.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -732172.812500 Penalty: 4515.849609
	Iteration 25Q: 3 clusters Score -732172.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -732197.250000 Penalty: 4515.849609
	Iteration 26Q: 3 clusters Score -732197.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -732218.375000 Penalty: 4515.849609
	Iteration 27Q: 3 clusters Score -732218.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -732232.187500 Penalty: 4515.849609
	Iteration 28Q: 3 clusters Score -732232.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -732243.437500 Penalty: 4515.849609
	Iteration 29Q: 3 clusters Score -732243.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -732247.000000 Penalty: 4515.849609
	Iteration 30Q: 3 clusters Score -732247 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -732256.437500 Penalty: 4515.849609
	Iteration 31Q: 3 clusters Score -732256.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -732262.187500 Penalty: 4515.849609
	Iteration 32Q: 3 clusters Score -732262.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -732268.437500 Penalty: 4515.849609
	Iteration 33Q: 3 clusters Score -732268.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -732276.125000 Penalty: 4515.849609
	Iteration 34Q: 3 clusters Score -732276.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -732284.375000 Penalty: 4515.849609
	Iteration 35Q: 3 clusters Score -732284.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -732289.250000 Penalty: 4515.849609
	Iteration 36Q: 3 clusters Score -732289.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -732290.625000 Penalty: 4515.849609
	Iteration 37Q: 3 clusters Score -732290.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -732292.687500 Penalty: 4515.849609
	Iteration 38Q: 3 clusters Score -732292.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -732299.750000 Penalty: 4515.849609
	Iteration 39Q: 3 clusters Score -732299.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -732302.500000 Penalty: 4515.849609
	Iteration 40F: 3 clusters Score -732302.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -732305.562500 Penalty: 4515.849609
	Iteration 41Q: 3 clusters Score -732305.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -732307.375000 Penalty: 4515.849609
	Iteration 42Q: 3 clusters Score -732307.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -732306.312500 Penalty: 4515.849609
	Iteration 43Q: 3 clusters Score -732306.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -732308.375000 Penalty: 4515.849609
	Iteration 44Q: 3 clusters Score -732308.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -732307.000000 Penalty: 4515.849609
	Iteration 45Q: 3 clusters Score -732307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -732307.750000 Penalty: 4515.849609
	Iteration 46Q: 3 clusters Score -732307.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -732308.562500 Penalty: 4515.849609
	Iteration 47Q: 3 clusters Score -732308.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -732308.375000 Penalty: 4515.849609
	Iteration 48Q: 3 clusters Score -732308.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -732308.375000 Penalty: 4515.849609
	Iteration 49F: 3 clusters Score -732308.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Entering Unmasked Estep 
Score: -267507.000000 Penalty: 2020.455566
	Iteration 0F: 2 clusters Score -267507 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -263931.718750 Penalty: 4040.911133
	Iteration 0F: 3 clusters Score -263931.7 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -264701.781250 Penalty: 4040.911133
	Iteration 1F: 3 clusters Score -264701.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -264845.906250 Penalty: 4040.911133
	Iteration 2F: 3 clusters Score -264845.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -264937.531250 Penalty: 4040.911133
	Iteration 3Q: 3 clusters Score -264937.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -264999.906250 Penalty: 4040.911133
	Iteration 4Q: 3 clusters Score -264999.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -265036.562500 Penalty: 4040.911133
	Iteration 5Q: 3 clusters Score -265036.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -265053.406250 Penalty: 4040.911133
	Iteration 6Q: 3 clusters Score -265053.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -265066.656250 Penalty: 4040.911133
	Iteration 7Q: 3 clusters Score -265066.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -265084.718750 Penalty: 4040.911133
	Iteration 8Q: 3 clusters Score -265084.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -265100.875000 Penalty: 4040.911133
	Iteration 9Q: 3 clusters Score -265100.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -265113.250000 Penalty: 4040.911133
	Iteration 10Q: 3 clusters Score -265113.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -265122.968750 Penalty: 4040.911133
	Iteration 11Q: 3 clusters Score -265123 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -265130.750000 Penalty: 4040.911133
	Iteration 12Q: 3 clusters Score -265130.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -265139.406250 Penalty: 4040.911133
	Iteration 13Q: 3 clusters Score -265139.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -265145.406250 Penalty: 4040.911133
	Iteration 14Q: 3 clusters Score -265145.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -265148.187500 Penalty: 4040.911133
	Iteration 15Q: 3 clusters Score -265148.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -265151.343750 Penalty: 4040.911133
	Iteration 16Q: 3 clusters Score -265151.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -265152.187500 Penalty: 4040.911133
	Iteration 17Q: 3 clusters Score -265152.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -265154.437500 Penalty: 4040.911133
	Iteration 18Q: 3 clusters Score -265154.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -265157.750000 Penalty: 4040.911133
	Iteration 19Q: 3 clusters Score -265157.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -265162.093750 Penalty: 4040.911133
	Iteration 20F: 3 clusters Score -265162.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -265165.156250 Penalty: 4040.911133
	Iteration 21Q: 3 clusters Score -265165.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -265166.937500 Penalty: 4040.911133
	Iteration 22Q: 3 clusters Score -265166.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -265167.843750 Penalty: 4040.911133
	Iteration 23Q: 3 clusters Score -265167.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -265168.125000 Penalty: 4040.911133
	Iteration 24Q: 3 clusters Score -265168.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -265168.125000 Penalty: 4040.911133
	Iteration 25F: 3 clusters Score -265168.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Entering Unmasked Estep 
Score: -636417.750000 Penalty: 2241.661621
	Iteration 0F: 2 clusters Score -636417.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -629786.937500 Penalty: 4483.323242
	Iteration 0F: 3 clusters Score -629786.9 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -631737.687500 Penalty: 4483.323242
	Iteration 1F: 3 clusters Score -631737.7 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -632177.562500 Penalty: 4483.323242
	Iteration 2F: 3 clusters Score -632177.6 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -632571.937500 Penalty: 4483.323242
	Iteration 3F: 3 clusters Score -632571.9 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -632991.625000 Penalty: 4483.323242
	Iteration 4F: 3 clusters Score -632991.6 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -633468.125000 Penalty: 4483.323242
	Iteration 5F: 3 clusters Score -633468.1 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -633948.687500 Penalty: 4483.323242
	Iteration 6F: 3 clusters Score -633948.7 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -634421.500000 Penalty: 4483.323242
	Iteration 7F: 3 clusters Score -634421.5 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -634798.812500 Penalty: 4483.323242
	Iteration 8F: 3 clusters Score -634798.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -635045.062500 Penalty: 4483.323242
	Iteration 9Q: 3 clusters Score -635045.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -635227.312500 Penalty: 4483.323242
	Iteration 10Q: 3 clusters Score -635227.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -635331.062500 Penalty: 4483.323242
	Iteration 11Q: 3 clusters Score -635331.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -635394.625000 Penalty: 4483.323242
	Iteration 12Q: 3 clusters Score -635394.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -635443.437500 Penalty: 4483.323242
	Iteration 13Q: 3 clusters Score -635443.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -635479.250000 Penalty: 4483.323242
	Iteration 14Q: 3 clusters Score -635479.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -635496.125000 Penalty: 4483.323242
	Iteration 15Q: 3 clusters Score -635496.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -635511.687500 Penalty: 4483.323242
	Iteration 16Q: 3 clusters Score -635511.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -635529.625000 Penalty: 4483.323242
	Iteration 17Q: 3 clusters Score -635529.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -635540.000000 Penalty: 4483.323242
	Iteration 18Q: 3 clusters Score -635540 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -635546.000000 Penalty: 4483.323242
	Iteration 19Q: 3 clusters Score -635546 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -635551.125000 Penalty: 4483.323242
	Iteration 20F: 3 clusters Score -635551.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -635553.875000 Penalty: 4483.323242
	Iteration 21Q: 3 clusters Score -635553.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -635559.250000 Penalty: 4483.323242
	Iteration 22Q: 3 clusters Score -635559.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -635561.750000 Penalty: 4483.323242
	Iteration 23Q: 3 clusters Score -635561.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -635563.375000 Penalty: 4483.323242
	Iteration 24Q: 3 clusters Score -635563.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -635563.437500 Penalty: 4483.323242
	Iteration 25Q: 3 clusters Score -635563.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -635562.937500 Penalty: 4483.323242
	Iteration 26Q: 3 clusters Score -635562.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -635569.062500 Penalty: 4483.323242
	Iteration 27Q: 3 clusters Score -635569.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -635570.812500 Penalty: 4483.323242
	Iteration 28Q: 3 clusters Score -635570.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -635574.125000 Penalty: 4483.323242
	Iteration 29Q: 3 clusters Score -635574.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -635576.562500 Penalty: 4483.323242
	Iteration 30Q: 3 clusters Score -635576.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -635577.312500 Penalty: 4483.323242
	Iteration 31Q: 3 clusters Score -635577.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -635577.625000 Penalty: 4483.323242
	Iteration 32Q: 3 clusters Score -635577.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -635579.250000 Penalty: 4483.323242
	Iteration 33Q: 3 clusters Score -635579.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -635580.937500 Penalty: 4483.323242
	Iteration 34Q: 3 clusters Score -635580.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -635580.312500 Penalty: 4483.323242
	Iteration 35Q: 3 clusters Score -635580.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -635579.125000 Penalty: 4483.323242
	Iteration 36Q: 3 clusters Score -635579.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -635580.250000 Penalty: 4483.323242
	Iteration 37Q: 3 clusters Score -635580.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -635581.625000 Penalty: 4483.323242
	Iteration 38Q: 3 clusters Score -635581.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -635581.625000 Penalty: 4483.323242
	Iteration 39F: 3 clusters Score -635581.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Entering Unmasked Estep 
Score: -216344.218750 Penalty: 2004.895020
	Iteration 0F: 2 clusters Score -216344.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -212968.015625 Penalty: 4009.790039
	Iteration 0F: 3 clusters Score -212968 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -213837.640625 Penalty: 4009.790039
	Iteration 1F: 3 clusters Score -213837.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -214265.531250 Penalty: 4009.790039
	Iteration 2F: 3 clusters Score -214265.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -214593.203125 Penalty: 4009.790039
	Iteration 3F: 3 clusters Score -214593.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -214820.015625 Penalty: 4009.790039
	Iteration 4F: 3 clusters Score -214820 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -215011.781250 Penalty: 4009.790039
	Iteration 5Q: 3 clusters Score -215011.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -215155.359375 Penalty: 4009.790039
	Iteration 6Q: 3 clusters Score -215155.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -215256.203125 Penalty: 4009.790039
	Iteration 7Q: 3 clusters Score -215256.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -215334.078125 Penalty: 4009.790039
	Iteration 8Q: 3 clusters Score -215334.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -215400.906250 Penalty: 4009.790039
	Iteration 9Q: 3 clusters Score -215400.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -215470.703125 Penalty: 4009.790039
	Iteration 10Q: 3 clusters Score -215470.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -215521.171875 Penalty: 4009.790039
	Iteration 11Q: 3 clusters Score -215521.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -215558.218750 Penalty: 4009.790039
	Iteration 12Q: 3 clusters Score -215558.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -215592.984375 Penalty: 4009.790039
	Iteration 13Q: 3 clusters Score -215593 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -215629.750000 Penalty: 4009.790039
	Iteration 14Q: 3 clusters Score -215629.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -215664.453125 Penalty: 4009.790039
	Iteration 15Q: 3 clusters Score -215664.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -215689.812500 Penalty: 4009.790039
	Iteration 16Q: 3 clusters Score -215689.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -215710.656250 Penalty: 4009.790039
	Iteration 17Q: 3 clusters Score -215710.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -215730.187500 Penalty: 4009.790039
	Iteration 18Q: 3 clusters Score -215730.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -215750.390625 Penalty: 4009.790039
	Iteration 19Q: 3 clusters Score -215750.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -215766.843750 Penalty: 4009.790039
	Iteration 20F: 3 clusters Score -215766.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -215778.906250 Penalty: 4009.790039
	Iteration 21Q: 3 clusters Score -215778.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -215784.296875 Penalty: 4009.790039
	Iteration 22Q: 3 clusters Score -215784.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -215788.687500 Penalty: 4009.790039
	Iteration 23Q: 3 clusters Score -215788.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -215790.328125 Penalty: 4009.790039
	Iteration 24Q: 3 clusters Score -215790.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -215790.953125 Penalty: 4009.790039
	Iteration 25Q: 3 clusters Score -215791 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -215791.703125 Penalty: 4009.790039
	Iteration 26Q: 3 clusters Score -215791.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -215791.484375 Penalty: 4009.790039
	Iteration 27Q: 3 clusters Score -215791.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -215791.484375 Penalty: 4009.790039
	Iteration 28F: 3 clusters Score -215791.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (17369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Entering Unmasked Estep 
Score: -1428779.375000 Penalty: 2421.085693
	Iteration 0F: 2 clusters Score -1428779 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -1416312.625000 Penalty: 4842.171387
	Iteration 0F: 3 clusters Score -1416313 nChanged 7639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -1420376.125000 Penalty: 4842.171387
	Iteration 1F: 3 clusters Score -1420376 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1420752.625000 Penalty: 4842.171387
	Iteration 2F: 3 clusters Score -1420753 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1421187.750000 Penalty: 4842.171387
	Iteration 3Q: 3 clusters Score -1421188 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1421725.000000 Penalty: 4842.171387
	Iteration 4Q: 3 clusters Score -1421725 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1422409.125000 Penalty: 4842.171387
	Iteration 5F: 3 clusters Score -1422409 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1423201.000000 Penalty: 4842.171387
	Iteration 6F: 3 clusters Score -1423201 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1424094.875000 Penalty: 4842.171387
	Iteration 7F: 3 clusters Score -1424095 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1424908.125000 Penalty: 4842.171387
	Iteration 8F: 3 clusters Score -1424908 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1425616.250000 Penalty: 4842.171387
	Iteration 9F: 3 clusters Score -1425616 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1426171.000000 Penalty: 4842.171387
	Iteration 10Q: 3 clusters Score -1426171 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1426534.000000 Penalty: 4842.171387
	Iteration 11Q: 3 clusters Score -1426534 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1426751.875000 Penalty: 4842.171387
	Iteration 12Q: 3 clusters Score -1426752 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1426907.500000 Penalty: 4842.171387
	Iteration 13Q: 3 clusters Score -1426908 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1427005.250000 Penalty: 4842.171387
	Iteration 14Q: 3 clusters Score -1427005 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1427062.125000 Penalty: 4842.171387
	Iteration 15Q: 3 clusters Score -1427062 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1427117.250000 Penalty: 4842.171387
	Iteration 16Q: 3 clusters Score -1427117 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1427158.750000 Penalty: 4842.171387
	Iteration 17Q: 3 clusters Score -1427159 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1427184.750000 Penalty: 4842.171387
	Iteration 18Q: 3 clusters Score -1427185 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1427209.750000 Penalty: 4842.171387
	Iteration 19Q: 3 clusters Score -1427210 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1427231.625000 Penalty: 4842.171387
	Iteration 20F: 3 clusters Score -1427232 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1427258.375000 Penalty: 4842.171387
	Iteration 21Q: 3 clusters Score -1427258 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1427279.750000 Penalty: 4842.171387
	Iteration 22Q: 3 clusters Score -1427280 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1427289.875000 Penalty: 4842.171387
	Iteration 23Q: 3 clusters Score -1427290 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1427304.375000 Penalty: 4842.171387
	Iteration 24Q: 3 clusters Score -1427304 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1427314.125000 Penalty: 4842.171387
	Iteration 25Q: 3 clusters Score -1427314 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1427324.000000 Penalty: 4842.171387
	Iteration 26Q: 3 clusters Score -1427324 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1427330.875000 Penalty: 4842.171387
	Iteration 27Q: 3 clusters Score -1427331 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1427344.875000 Penalty: 4842.171387
	Iteration 28Q: 3 clusters Score -1427345 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15596 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1427349.375000 Penalty: 4842.171387
	Iteration 29Q: 3 clusters Score -1427349 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15634 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1427367.875000 Penalty: 4842.171387
	Iteration 30Q: 3 clusters Score -1427368 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1427375.625000 Penalty: 4842.171387
	Iteration 31Q: 3 clusters Score -1427376 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1427390.750000 Penalty: 4842.171387
	Iteration 32Q: 3 clusters Score -1427391 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1427396.875000 Penalty: 4842.171387
	Iteration 33Q: 3 clusters Score -1427397 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1427403.500000 Penalty: 4842.171387
	Iteration 34Q: 3 clusters Score -1427404 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1427412.500000 Penalty: 4842.171387
	Iteration 35Q: 3 clusters Score -1427412 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15813 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1427417.375000 Penalty: 4842.171387
	Iteration 36Q: 3 clusters Score -1427417 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15830 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1427421.750000 Penalty: 4842.171387
	Iteration 37Q: 3 clusters Score -1427422 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15843 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1427421.875000 Penalty: 4842.171387
	Iteration 38Q: 3 clusters Score -1427422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15852 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1427423.000000 Penalty: 4842.171387
	Iteration 39Q: 3 clusters Score -1427423 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1427429.625000 Penalty: 4842.171387
	Iteration 40F: 3 clusters Score -1427430 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1427436.625000 Penalty: 4842.171387
	Iteration 41Q: 3 clusters Score -1427437 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15889 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1427440.500000 Penalty: 4842.171387
	Iteration 42Q: 3 clusters Score -1427440 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1427441.375000 Penalty: 4842.171387
	Iteration 43Q: 3 clusters Score -1427441 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1427445.875000 Penalty: 4842.171387
	Iteration 44Q: 3 clusters Score -1427446 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15922 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1427445.750000 Penalty: 4842.171387
	Iteration 45Q: 3 clusters Score -1427446 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15930 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1427448.000000 Penalty: 4842.171387
	Iteration 46Q: 3 clusters Score -1427448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1427446.875000 Penalty: 4842.171387
	Iteration 47Q: 3 clusters Score -1427447 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1427449.750000 Penalty: 4842.171387
	Iteration 48Q: 3 clusters Score -1427450 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15952 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1427452.500000 Penalty: 4842.171387
	Iteration 49Q: 3 clusters Score -1427452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1427451.500000 Penalty: 4842.171387
	Iteration 50Q: 3 clusters Score -1427452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1427449.500000 Penalty: 4842.171387
	Iteration 51Q: 3 clusters Score -1427450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1427451.125000 Penalty: 4842.171387
	Iteration 52Q: 3 clusters Score -1427451 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1427453.000000 Penalty: 4842.171387
	Iteration 53Q: 3 clusters Score -1427453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1427453.000000 Penalty: 4842.171387
	Iteration 54Q: 3 clusters Score -1427453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15974 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1427452.500000 Penalty: 4842.171387
	Iteration 55Q: 3 clusters Score -1427452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15976 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1427453.375000 Penalty: 4842.171387
	Iteration 56Q: 3 clusters Score -1427453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15978 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1427452.000000 Penalty: 4842.171387
	Iteration 57Q: 3 clusters Score -1427452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1427453.375000 Penalty: 4842.171387
	Iteration 58Q: 3 clusters Score -1427453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1427454.625000 Penalty: 4842.171387
	Iteration 59Q: 3 clusters Score -1427455 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1427454.625000 Penalty: 4842.171387
	Iteration 60F: 3 clusters Score -1427455 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (28379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28379 members 
Entering Unmasked Estep 
Score: -2331064.000000 Penalty: 2542.844238
	Iteration 0F: 2 clusters Score -2331064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -2311559.750000 Penalty: 5085.688477
	Iteration 0F: 3 clusters Score -2311560 nChanged 12866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -2318421.500000 Penalty: 5085.688477
	Iteration 1F: 3 clusters Score -2318422 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -2318888.000000 Penalty: 5085.688477
	Iteration 2Q: 3 clusters Score -2318888 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -2319279.000000 Penalty: 5085.688477
	Iteration 3Q: 3 clusters Score -2319279 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -2319632.250000 Penalty: 5085.688477
	Iteration 4Q: 3 clusters Score -2319632 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -2319998.750000 Penalty: 5085.688477
	Iteration 5Q: 3 clusters Score -2319999 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -2320416.250000 Penalty: 5085.688477
	Iteration 6Q: 3 clusters Score -2320416 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15767 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -2320913.250000 Penalty: 5085.688477
	Iteration 7Q: 3 clusters Score -2320913 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16064 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -2321519.750000 Penalty: 5085.688477
	Iteration 8Q: 3 clusters Score -2321520 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16432 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -2322247.000000 Penalty: 5085.688477
	Iteration 9Q: 3 clusters Score -2322247 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16839 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -2323092.750000 Penalty: 5085.688477
	Iteration 10Q: 3 clusters Score -2323093 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -2323929.250000 Penalty: 5085.688477
	Iteration 11Q: 3 clusters Score -2323929 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17444 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -2324730.500000 Penalty: 5085.688477
	Iteration 12Q: 3 clusters Score -2324730 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17605 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -2325372.000000 Penalty: 5085.688477
	Iteration 13Q: 3 clusters Score -2325372 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17684 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -2325717.500000 Penalty: 5085.688477
	Iteration 14Q: 3 clusters Score -2325718 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17740 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -2325923.000000 Penalty: 5085.688477
	Iteration 15Q: 3 clusters Score -2325923 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -2326072.500000 Penalty: 5085.688477
	Iteration 16Q: 3 clusters Score -2326072 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17848 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -2326147.750000 Penalty: 5085.688477
	Iteration 17Q: 3 clusters Score -2326148 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17884 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -2326200.250000 Penalty: 5085.688477
	Iteration 18Q: 3 clusters Score -2326200 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17923 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -2326252.000000 Penalty: 5085.688477
	Iteration 19Q: 3 clusters Score -2326252 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17971 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -2326286.500000 Penalty: 5085.688477
	Iteration 20F: 3 clusters Score -2326286 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18014 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -2326318.500000 Penalty: 5085.688477
	Iteration 21Q: 3 clusters Score -2326318 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18062 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -2326343.250000 Penalty: 5085.688477
	Iteration 22Q: 3 clusters Score -2326343 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18097 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -2326367.500000 Penalty: 5085.688477
	Iteration 23Q: 3 clusters Score -2326368 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -2326381.500000 Penalty: 5085.688477
	Iteration 24Q: 3 clusters Score -2326382 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18179 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -2326393.250000 Penalty: 5085.688477
	Iteration 25Q: 3 clusters Score -2326393 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18248 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -2326418.750000 Penalty: 5085.688477
	Iteration 26Q: 3 clusters Score -2326419 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18316 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -2326444 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18369 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -2326458.250000 Penalty: 5085.688477
	Iteration 28Q: 3 clusters Score -2326458 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18417 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -2326470 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -2326467 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18492 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -2326475.000000 Penalty: 5085.688477
	Iteration 31Q: 3 clusters Score -2326475 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18534 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -2326479.500000 Penalty: 5085.688477
	Iteration 32Q: 3 clusters Score -2326480 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -2326480.750000 Penalty: 5085.688477
	Iteration 33Q: 3 clusters Score -2326481 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18605 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -2326486.250000 Penalty: 5085.688477
	Iteration 34Q: 3 clusters Score -2326486 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18645 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -2326498.000000 Penalty: 5085.688477
	Iteration 35Q: 3 clusters Score -2326498 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18686 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -2326495.750000 Penalty: 5085.688477
	Iteration 36Q: 3 clusters Score -2326496 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18725 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -2326499.250000 Penalty: 5085.688477
	Iteration 37Q: 3 clusters Score -2326499 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18769 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -2326507.750000 Penalty: 5085.688477
	Iteration 38Q: 3 clusters Score -2326508 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18801 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -2326519.750000 Penalty: 5085.688477
	Iteration 39Q: 3 clusters Score -2326520 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18841 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -2326525.000000 Penalty: 5085.688477
	Iteration 40F: 3 clusters Score -2326525 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18876 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -2326530.500000 Penalty: 5085.688477
	Iteration 41Q: 3 clusters Score -2326530 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18927 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -2326535.500000 Penalty: 5085.688477
	Iteration 42Q: 3 clusters Score -2326536 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18986 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -2326542.750000 Penalty: 5085.688477
	Iteration 43Q: 3 clusters Score -2326543 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19040 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -2326550.000000 Penalty: 5085.688477
	Iteration 44Q: 3 clusters Score -2326550 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -2326551.500000 Penalty: 5085.688477
	Iteration 45Q: 3 clusters Score -2326552 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19143 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -2326547.500000 Penalty: 5085.688477
	Iteration 46Q: 3 clusters Score -2326548 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19199 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -2326553.500000 Penalty: 5085.688477
	Iteration 47Q: 3 clusters Score -2326554 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19265 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -2326565.750000 Penalty: 5085.688477
	Iteration 48Q: 3 clusters Score -2326566 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19325 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -2326574.500000 Penalty: 5085.688477
	Iteration 49Q: 3 clusters Score -2326574 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19387 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -2326579.500000 Penalty: 5085.688477
	Iteration 50Q: 3 clusters Score -2326580 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19453 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -2326591.000000 Penalty: 5085.688477
	Iteration 51Q: 3 clusters Score -2326591 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19504 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -2326593.500000 Penalty: 5085.688477
	Iteration 52Q: 3 clusters Score -2326594 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19575 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -2326604.250000 Penalty: 5085.688477
	Iteration 53Q: 3 clusters Score -2326604 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19651 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -2326624.500000 Penalty: 5085.688477
	Iteration 54Q: 3 clusters Score -2326624 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19721 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -2326628.500000 Penalty: 5085.688477
	Iteration 55Q: 3 clusters Score -2326628 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19786 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -2326630.000000 Penalty: 5085.688477
	Iteration 56Q: 3 clusters Score -2326630 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -2326632.250000 Penalty: 5085.688477
	Iteration 57Q: 3 clusters Score -2326632 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19932 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -2326640.000000 Penalty: 5085.688477
	Iteration 58Q: 3 clusters Score -2326640 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20014 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -2326660.500000 Penalty: 5085.688477
	Iteration 59Q: 3 clusters Score -2326660 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20110 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -2326672.750000 Penalty: 5085.688477
	Iteration 60F: 3 clusters Score -2326673 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20234 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -2326680.250000 Penalty: 5085.688477
	Iteration 61Q: 3 clusters Score -2326680 nChanged 135
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20365 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -2326710.500000 Penalty: 5085.688477
	Iteration 62Q: 3 clusters Score -2326710 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20491 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -2326738.250000 Penalty: 5085.688477
	Iteration 63Q: 3 clusters Score -2326738 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20611 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -2326756.250000 Penalty: 5085.688477
	Iteration 64Q: 3 clusters Score -2326756 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20730 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -2326777.250000 Penalty: 5085.688477
	Iteration 65Q: 3 clusters Score -2326777 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20842 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -2326801.000000 Penalty: 5085.688477
	Iteration 66Q: 3 clusters Score -2326801 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20945 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -2326825.250000 Penalty: 5085.688477
	Iteration 67Q: 3 clusters Score -2326825 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21042 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -2326837.750000 Penalty: 5085.688477
	Iteration 68Q: 3 clusters Score -2326838 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21146 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -2326842.750000 Penalty: 5085.688477
	Iteration 69Q: 3 clusters Score -2326843 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21252 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -2326867.500000 Penalty: 5085.688477
	Iteration 70Q: 3 clusters Score -2326868 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21358 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -2326878.500000 Penalty: 5085.688477
	Iteration 71Q: 3 clusters Score -2326878 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21469 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -2326894.500000 Penalty: 5085.688477
	Iteration 72Q: 3 clusters Score -2326894 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21593 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -2326908.000000 Penalty: 5085.688477
	Iteration 73Q: 3 clusters Score -2326908 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21706 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -2326931.750000 Penalty: 5085.688477
	Iteration 74Q: 3 clusters Score -2326932 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21816 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -2326943.750000 Penalty: 5085.688477
	Iteration 75Q: 3 clusters Score -2326944 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21935 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -2326957.000000 Penalty: 5085.688477
	Iteration 76Q: 3 clusters Score -2326957 nChanged 111
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22046 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2326981 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22147 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -2326987.250000 Penalty: 5085.688477
	Iteration 78Q: 3 clusters Score -2326987 nChanged 93
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22240 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -2327006.750000 Penalty: 5085.688477
	Iteration 79Q: 3 clusters Score -2327007 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22339 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -2327020.250000 Penalty: 5085.688477
	Iteration 80F: 3 clusters Score -2327020 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22445 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -2327041.500000 Penalty: 5085.688477
	Iteration 81Q: 3 clusters Score -2327042 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22573 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -2327076.250000 Penalty: 5085.688477
	Iteration 82Q: 3 clusters Score -2327076 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22703 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -2327097.750000 Penalty: 5085.688477
	Iteration 83Q: 3 clusters Score -2327098 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22841 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -2327120.500000 Penalty: 5085.688477
	Iteration 84Q: 3 clusters Score -2327120 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22990 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -2327166.250000 Penalty: 5085.688477
	Iteration 85Q: 3 clusters Score -2327166 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23148 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -2327201.750000 Penalty: 5085.688477
	Iteration 86Q: 3 clusters Score -2327202 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23318 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -2327238.500000 Penalty: 5085.688477
	Iteration 87Q: 3 clusters Score -2327238 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23484 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -2327282.000000 Penalty: 5085.688477
	Iteration 88Q: 3 clusters Score -2327282 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23666 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -2327326.750000 Penalty: 5085.688477
	Iteration 89Q: 3 clusters Score -2327327 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23848 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -2327369.250000 Penalty: 5085.688477
	Iteration 90Q: 3 clusters Score -2327369 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24036 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -2327427.500000 Penalty: 5085.688477
	Iteration 91Q: 3 clusters Score -2327428 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24236 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -2327487.000000 Penalty: 5085.688477
	Iteration 92Q: 3 clusters Score -2327487 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24430 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -2327544.500000 Penalty: 5085.688477
	Iteration 93Q: 3 clusters Score -2327544 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24619 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -2327603.000000 Penalty: 5085.688477
	Iteration 94Q: 3 clusters Score -2327603 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24812 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -2327662.250000 Penalty: 5085.688477
	Iteration 95Q: 3 clusters Score -2327662 nChanged 194
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25004 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -2327722.250000 Penalty: 5085.688477
	Iteration 96Q: 3 clusters Score -2327722 nChanged 185
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25183 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -2327780.000000 Penalty: 5085.688477
	Iteration 97Q: 3 clusters Score -2327780 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25359 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -2327839.000000 Penalty: 5085.688477
	Iteration 98Q: 3 clusters Score -2327839 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25555 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -2327908.000000 Penalty: 5085.688477
	Iteration 99Q: 3 clusters Score -2327908 nChanged 182
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25737 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -2327972.250000 Penalty: 5085.688477
	Iteration 100F: 3 clusters Score -2327972 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25914 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -2328034.500000 Penalty: 5085.688477
	Iteration 101Q: 3 clusters Score -2328034 nChanged 189
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26103 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -2328107.000000 Penalty: 5085.688477
	Iteration 102Q: 3 clusters Score -2328107 nChanged 160
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26257 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -2328185.000000 Penalty: 5085.688477
	Iteration 103Q: 3 clusters Score -2328185 nChanged 159
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26406 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -2328248.750000 Penalty: 5085.688477
	Iteration 104Q: 3 clusters Score -2328249 nChanged 127
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26527 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -2328302.000000 Penalty: 5085.688477
	Iteration 105Q: 3 clusters Score -2328302 nChanged 117
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26640 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -2328356.250000 Penalty: 5085.688477
	Iteration 106Q: 3 clusters Score -2328356 nChanged 118
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26752 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -2328405.500000 Penalty: 5085.688477
	Iteration 107Q: 3 clusters Score -2328406 nChanged 108
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26858 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -2328440.500000 Penalty: 5085.688477
	Iteration 108Q: 3 clusters Score -2328440 nChanged 93
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26947 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -2328481.000000 Penalty: 5085.688477
	Iteration 109Q: 3 clusters Score -2328481 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27033 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -2328525.000000 Penalty: 5085.688477
	Iteration 110Q: 3 clusters Score -2328525 nChanged 93
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27126 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2328573 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27210 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -2328614.000000 Penalty: 5085.688477
	Iteration 112Q: 3 clusters Score -2328614 nChanged 84
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27286 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -2328656.500000 Penalty: 5085.688477
	Iteration 113Q: 3 clusters Score -2328656 nChanged 76
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27354 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -2328694.000000 Penalty: 5085.688477
	Iteration 114Q: 3 clusters Score -2328694 nChanged 49
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27403 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -2328721.000000 Penalty: 5085.688477
	Iteration 115Q: 3 clusters Score -2328721 nChanged 46
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27445 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -2328746.500000 Penalty: 5085.688477
	Iteration 116Q: 3 clusters Score -2328746 nChanged 41
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27484 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -2328770.250000 Penalty: 5085.688477
	Iteration 117Q: 3 clusters Score -2328770 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27518 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -2328786.500000 Penalty: 5085.688477
	Iteration 118Q: 3 clusters Score -2328786 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27538 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -2328798.250000 Penalty: 5085.688477
	Iteration 119Q: 3 clusters Score -2328798 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27557 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -2328805.250000 Penalty: 5085.688477
	Iteration 120F: 3 clusters Score -2328805 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27580 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -2328816.500000 Penalty: 5085.688477
	Iteration 121Q: 3 clusters Score -2328816 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27596 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -2328821.000000 Penalty: 5085.688477
	Iteration 122Q: 3 clusters Score -2328821 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27605 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -2328825.500000 Penalty: 5085.688477
	Iteration 123Q: 3 clusters Score -2328826 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27610 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -2328830.000000 Penalty: 5085.688477
	Iteration 124Q: 3 clusters Score -2328830 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27616 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -2328834.250000 Penalty: 5085.688477
	Iteration 125Q: 3 clusters Score -2328834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27618 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -2328833.750000 Penalty: 5085.688477
	Iteration 126Q: 3 clusters Score -2328834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27621 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -2328832.500000 Penalty: 5085.688477
	Iteration 127Q: 3 clusters Score -2328832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27625 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -2328837.500000 Penalty: 5085.688477
	Iteration 128Q: 3 clusters Score -2328838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27624 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -2328840.000000 Penalty: 5085.688477
	Iteration 129Q: 3 clusters Score -2328840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27624 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -2328840.250000 Penalty: 5085.688477
	Iteration 130Q: 3 clusters Score -2328840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27629 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -2328844.250000 Penalty: 5085.688477
	Iteration 131Q: 3 clusters Score -2328844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27634 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -2328849.250000 Penalty: 5085.688477
	Iteration 132Q: 3 clusters Score -2328849 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27642 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -2328849.000000 Penalty: 5085.688477
	Iteration 133Q: 3 clusters Score -2328849 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27647 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -2328853.250000 Penalty: 5085.688477
	Iteration 134Q: 3 clusters Score -2328853 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27651 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2328856.750000 Penalty: 5085.688477
	Iteration 135Q: 3 clusters Score -2328857 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27653 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -2328855.250000 Penalty: 5085.688477
	Iteration 136Q: 3 clusters Score -2328855 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27658 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -2328862.750000 Penalty: 5085.688477
	Iteration 137Q: 3 clusters Score -2328863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27660 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2328862.500000 Penalty: 5085.688477
	Iteration 138Q: 3 clusters Score -2328862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27660 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2328868.000000 Penalty: 5085.688477
	Iteration 139Q: 3 clusters Score -2328868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27662 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -2328868.250000 Penalty: 5085.688477
	Iteration 140F: 3 clusters Score -2328868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (19099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19099 members 
Entering Unmasked Estep 
Score: -1333552.500000 Penalty: 2444.633057
	Iteration 0F: 2 clusters Score -1333552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -1319970.625000 Penalty: 4889.266113
	Iteration 0F: 3 clusters Score -1319971 nChanged 8343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -1324617.500000 Penalty: 4889.266113
	Iteration 1F: 3 clusters Score -1324618 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -1325357.875000 Penalty: 4889.266113
	Iteration 2F: 3 clusters Score -1325358 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1326137.375000 Penalty: 4889.266113
	Iteration 3F: 3 clusters Score -1326137 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -1326910.250000 Penalty: 4889.266113
	Iteration 4F: 3 clusters Score -1326910 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -1327716.375000 Penalty: 4889.266113
	Iteration 5F: 3 clusters Score -1327716 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1328548.875000 Penalty: 4889.266113
	Iteration 6F: 3 clusters Score -1328549 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1329320.125000 Penalty: 4889.266113
	Iteration 7F: 3 clusters Score -1329320 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1330102.375000 Penalty: 4889.266113
	Iteration 8Q: 3 clusters Score -1330102 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1330849.875000 Penalty: 4889.266113
	Iteration 9Q: 3 clusters Score -1330850 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1331591.500000 Penalty: 4889.266113
	Iteration 10Q: 3 clusters Score -1331592 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1332154.250000 Penalty: 4889.266113
	Iteration 11Q: 3 clusters Score -1332154 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1332510.625000 Penalty: 4889.266113
	Iteration 12Q: 3 clusters Score -1332511 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1332751.125000 Penalty: 4889.266113
	Iteration 13Q: 3 clusters Score -1332751 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1332934.500000 Penalty: 4889.266113
	Iteration 14Q: 3 clusters Score -1332934 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1333080.250000 Penalty: 4889.266113
	Iteration 15Q: 3 clusters Score -1333080 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1333164.875000 Penalty: 4889.266113
	Iteration 16Q: 3 clusters Score -1333165 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1333196.500000 Penalty: 4889.266113
	Iteration 17Q: 3 clusters Score -1333196 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1333215.125000 Penalty: 4889.266113
	Iteration 18Q: 3 clusters Score -1333215 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1333226.375000 Penalty: 4889.266113
	Iteration 19Q: 3 clusters Score -1333226 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1333235.000000 Penalty: 4889.266113
	Iteration 20F: 3 clusters Score -1333235 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1333241.500000 Penalty: 4889.266113
	Iteration 21Q: 3 clusters Score -1333242 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1333239.250000 Penalty: 4889.266113
	Iteration 22Q: 3 clusters Score -1333239 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1333242.500000 Penalty: 4889.266113
	Iteration 23Q: 3 clusters Score -1333242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1333240.625000 Penalty: 4889.266113
	Iteration 24Q: 3 clusters Score -1333241 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1333241.750000 Penalty: 4889.266113
	Iteration 25Q: 3 clusters Score -1333242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1333242.250000 Penalty: 4889.266113
	Iteration 26Q: 3 clusters Score -1333242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -1333240.875000 Penalty: 4889.266113
	Iteration 27Q: 3 clusters Score -1333241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -1333240.250000 Penalty: 4889.266113
	Iteration 28Q: 3 clusters Score -1333240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1333241.125000 Penalty: 4889.266113
	Iteration 29Q: 3 clusters Score -1333241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -1333241.000000 Penalty: 4889.266113
	Iteration 30Q: 3 clusters Score -1333241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1333243.625000 Penalty: 4889.266113
	Iteration 31Q: 3 clusters Score -1333244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -1333243.125000 Penalty: 4889.266113
	Iteration 32Q: 3 clusters Score -1333243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1333245.125000 Penalty: 4889.266113
	Iteration 33Q: 3 clusters Score -1333245 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1333245.125000 Penalty: 4889.266113
	Iteration 34F: 3 clusters Score -1333245 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Entering Unmasked Estep 
Score: -512202.718750 Penalty: 2178.092285
	Iteration 0F: 2 clusters Score -512202.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -506674.093750 Penalty: 4356.184570
	Iteration 0F: 3 clusters Score -506674.1 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -508107.093750 Penalty: 4356.184570
	Iteration 1F: 3 clusters Score -508107.1 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -508342.687500 Penalty: 4356.184570
	Iteration 2F: 3 clusters Score -508342.7 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -508511.562500 Penalty: 4356.184570
	Iteration 3Q: 3 clusters Score -508511.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -508661.906250 Penalty: 4356.184570
	Iteration 4Q: 3 clusters Score -508661.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -508799.750000 Penalty: 4356.184570
	Iteration 5Q: 3 clusters Score -508799.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -508931.375000 Penalty: 4356.184570
	Iteration 6Q: 3 clusters Score -508931.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -509069.531250 Penalty: 4356.184570
	Iteration 7Q: 3 clusters Score -509069.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -509211.718750 Penalty: 4356.184570
	Iteration 8Q: 3 clusters Score -509211.7 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -509344.906250 Penalty: 4356.184570
	Iteration 9Q: 3 clusters Score -509344.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -509474.593750 Penalty: 4356.184570
	Iteration 10Q: 3 clusters Score -509474.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -509612.625000 Penalty: 4356.184570
	Iteration 11Q: 3 clusters Score -509612.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -509753.812500 Penalty: 4356.184570
	Iteration 12Q: 3 clusters Score -509753.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -509896.500000 Penalty: 4356.184570
	Iteration 13Q: 3 clusters Score -509896.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -510021.062500 Penalty: 4356.184570
	Iteration 14Q: 3 clusters Score -510021.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -510118.375000 Penalty: 4356.184570
	Iteration 15Q: 3 clusters Score -510118.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -510201.343750 Penalty: 4356.184570
	Iteration 16Q: 3 clusters Score -510201.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -510263.781250 Penalty: 4356.184570
	Iteration 17Q: 3 clusters Score -510263.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -510303.218750 Penalty: 4356.184570
	Iteration 18Q: 3 clusters Score -510303.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -510342.468750 Penalty: 4356.184570
	Iteration 19Q: 3 clusters Score -510342.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -510364.843750 Penalty: 4356.184570
	Iteration 20F: 3 clusters Score -510364.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -510382.718750 Penalty: 4356.184570
	Iteration 21Q: 3 clusters Score -510382.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -510395.093750 Penalty: 4356.184570
	Iteration 22Q: 3 clusters Score -510395.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -510406.000000 Penalty: 4356.184570
	Iteration 23Q: 3 clusters Score -510406 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -510415.000000 Penalty: 4356.184570
	Iteration 24Q: 3 clusters Score -510415 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -510420.906250 Penalty: 4356.184570
	Iteration 25Q: 3 clusters Score -510420.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -510426.343750 Penalty: 4356.184570
	Iteration 26Q: 3 clusters Score -510426.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -510430.281250 Penalty: 4356.184570
	Iteration 27Q: 3 clusters Score -510430.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -510437.625000 Penalty: 4356.184570
	Iteration 28Q: 3 clusters Score -510437.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -510442.062500 Penalty: 4356.184570
	Iteration 29Q: 3 clusters Score -510442.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -510446.187500 Penalty: 4356.184570
	Iteration 30Q: 3 clusters Score -510446.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -510448.687500 Penalty: 4356.184570
	Iteration 31Q: 3 clusters Score -510448.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -510451.625000 Penalty: 4356.184570
	Iteration 32Q: 3 clusters Score -510451.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -510452.937500 Penalty: 4356.184570
	Iteration 33Q: 3 clusters Score -510452.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -510454.656250 Penalty: 4356.184570
	Iteration 34Q: 3 clusters Score -510454.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -510455.375000 Penalty: 4356.184570
	Iteration 35Q: 3 clusters Score -510455.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -510457.718750 Penalty: 4356.184570
	Iteration 36Q: 3 clusters Score -510457.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -510458.343750 Penalty: 4356.184570
	Iteration 37Q: 3 clusters Score -510458.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -510459.093750 Penalty: 4356.184570
	Iteration 38Q: 3 clusters Score -510459.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -510462.875000 Penalty: 4356.184570
	Iteration 39Q: 3 clusters Score -510462.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -510469.250000 Penalty: 4356.184570
	Iteration 40F: 3 clusters Score -510469.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -510471.750000 Penalty: 4356.184570
	Iteration 41Q: 3 clusters Score -510471.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -510475.812500 Penalty: 4356.184570
	Iteration 42Q: 3 clusters Score -510475.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -510477.750000 Penalty: 4356.184570
	Iteration 43Q: 3 clusters Score -510477.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -510479.281250 Penalty: 4356.184570
	Iteration 44Q: 3 clusters Score -510479.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -510479.593750 Penalty: 4356.184570
	Iteration 45Q: 3 clusters Score -510479.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -510481.843750 Penalty: 4356.184570
	Iteration 46Q: 3 clusters Score -510481.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -510481.718750 Penalty: 4356.184570
	Iteration 47Q: 3 clusters Score -510481.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -510482.656250 Penalty: 4356.184570
	Iteration 48Q: 3 clusters Score -510482.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -510482.468750 Penalty: 4356.184570
	Iteration 49Q: 3 clusters Score -510482.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -510482.812500 Penalty: 4356.184570
	Iteration 50Q: 3 clusters Score -510482.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -510484.593750 Penalty: 4356.184570
	Iteration 51Q: 3 clusters Score -510484.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -510484.593750 Penalty: 4356.184570
	Iteration 52F: 3 clusters Score -510484.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (60306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60306 members 
Entering Unmasked Estep 
Score: -4726114.500000 Penalty: 2729.782227
	Iteration 0F: 2 clusters Score -4726114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30168 members 
Mstep: Class 2 contains 30138 members 
Entering Unmasked Estep 
Score: -4685604.500000 Penalty: 5459.564453
	Iteration 0F: 3 clusters Score -4685604 nChanged 28053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30667 members 
Mstep: Class 2 contains 29639 members 
Entering Unmasked Estep 
Score: -4701207.000000 Penalty: 5459.564453
	Iteration 1F: 3 clusters Score -4701207 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30802 members 
Mstep: Class 2 contains 29504 members 
Entering Unmasked Estep 
Score: -4701647.500000 Penalty: 5459.564453
	Iteration 2Q: 3 clusters Score -4701648 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31030 members 
Mstep: Class 2 contains 29276 members 
Entering Unmasked Estep 
Score: -4702062.500000 Penalty: 5459.564453
	Iteration 3Q: 3 clusters Score -4702062 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31322 members 
Mstep: Class 2 contains 28984 members 
Entering Unmasked Estep 
Score: -4702492.000000 Penalty: 5459.564453
	Iteration 4Q: 3 clusters Score -4702492 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31753 members 
Mstep: Class 2 contains 28553 members 
Entering Unmasked Estep 
Score: -4702812.000000 Penalty: 5459.564453
	Iteration 5Q: 3 clusters Score -4702812 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32368 members 
Mstep: Class 2 contains 27938 members 
Entering Unmasked Estep 
Score: -4703227.500000 Penalty: 5459.564453
	Iteration 6Q: 3 clusters Score -4703228 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33231 members 
Mstep: Class 2 contains 27075 members 
Entering Unmasked Estep 
Score: -4703744.000000 Penalty: 5459.564453
	Iteration 7Q: 3 clusters Score -4703744 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34527 members 
Mstep: Class 2 contains 25779 members 
Entering Unmasked Estep 
Score: -4704458.500000 Penalty: 5459.564453
	Iteration 8Q: 3 clusters Score -4704458 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36329 members 
Mstep: Class 2 contains 23977 members 
Entering Unmasked Estep 
Score: -4705503.000000 Penalty: 5459.564453
	Iteration 9Q: 3 clusters Score -4705503 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38723 members 
Mstep: Class 2 contains 21583 members 
Entering Unmasked Estep 
Score: -4706991.000000 Penalty: 5459.564453
	Iteration 10Q: 3 clusters Score -4706991 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41732 members 
Mstep: Class 2 contains 18574 members 
Entering Unmasked Estep 
Score: -4709169.000000 Penalty: 5459.564453
	Iteration 11F: 3 clusters Score -4709169 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45172 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
Score: -4711989.000000 Penalty: 5459.564453
	Iteration 12F: 3 clusters Score -4711989 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48667 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -4715018.500000 Penalty: 5459.564453
	Iteration 13F: 3 clusters Score -4715018 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51644 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -4717619.500000 Penalty: 5459.564453
	Iteration 14F: 3 clusters Score -4717620 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53884 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -4719471.500000 Penalty: 5459.564453
	Iteration 15Q: 3 clusters Score -4719472 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55474 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -4720752.000000 Penalty: 5459.564453
	Iteration 16Q: 3 clusters Score -4720752 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56723 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -4721699.500000 Penalty: 5459.564453
	Iteration 17Q: 3 clusters Score -4721700 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57641 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -4722388.500000 Penalty: 5459.564453
	Iteration 18Q: 3 clusters Score -4722388 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58293 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -4722826.500000 Penalty: 5459.564453
	Iteration 19Q: 3 clusters Score -4722826 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58748 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -4723111.500000 Penalty: 5459.564453
	Iteration 20F: 3 clusters Score -4723112 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59067 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -4723320.500000 Penalty: 5459.564453
	Iteration 21Q: 3 clusters Score -4723320 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59277 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -4723468.000000 Penalty: 5459.564453
	Iteration 22Q: 3 clusters Score -4723468 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59401 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -4723551.000000 Penalty: 5459.564453
	Iteration 23Q: 3 clusters Score -4723551 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59493 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -4723630.500000 Penalty: 5459.564453
	Iteration 24Q: 3 clusters Score -4723630 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59566 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -4723684.000000 Penalty: 5459.564453
	Iteration 25Q: 3 clusters Score -4723684 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59619 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -4723724.000000 Penalty: 5459.564453
	Iteration 26Q: 3 clusters Score -4723724 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59656 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -4723733.000000 Penalty: 5459.564453
	Iteration 27Q: 3 clusters Score -4723733 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59681 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -4723753.000000 Penalty: 5459.564453
	Iteration 28Q: 3 clusters Score -4723753 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59698 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -4723761.500000 Penalty: 5459.564453
	Iteration 29Q: 3 clusters Score -4723762 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59708 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -4723767.000000 Penalty: 5459.564453
	Iteration 30Q: 3 clusters Score -4723767 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59719 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -4723785.500000 Penalty: 5459.564453
	Iteration 31Q: 3 clusters Score -4723786 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59728 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -4723789.000000 Penalty: 5459.564453
	Iteration 32Q: 3 clusters Score -4723789 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59736 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -4723803.000000 Penalty: 5459.564453
	Iteration 33Q: 3 clusters Score -4723803 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59753 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -4723808.000000 Penalty: 5459.564453
	Iteration 34Q: 3 clusters Score -4723808 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59762 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -4723814.000000 Penalty: 5459.564453
	Iteration 35Q: 3 clusters Score -4723814 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59769 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -4723817.500000 Penalty: 5459.564453
	Iteration 36Q: 3 clusters Score -4723818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59774 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -4723822.000000 Penalty: 5459.564453
	Iteration 37Q: 3 clusters Score -4723822 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59778 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -4723830.500000 Penalty: 5459.564453
	Iteration 38Q: 3 clusters Score -4723830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59786 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -4723836.000000 Penalty: 5459.564453
	Iteration 39Q: 3 clusters Score -4723836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59788 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -4723839.500000 Penalty: 5459.564453
	Iteration 40F: 3 clusters Score -4723840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59790 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -4723838.500000 Penalty: 5459.564453
	Iteration 41Q: 3 clusters Score -4723838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59792 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -4723841.000000 Penalty: 5459.564453
	Iteration 42Q: 3 clusters Score -4723841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59794 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -4723843.000000 Penalty: 5459.564453
	Iteration 43Q: 3 clusters Score -4723843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59796 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -4723842.500000 Penalty: 5459.564453
	Iteration 44Q: 3 clusters Score -4723842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59796 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -4723842.500000 Penalty: 5459.564453
	Iteration 45F: 3 clusters Score -4723842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (70282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70282 members 
Entering Unmasked Estep 
Score: -5677800.000000 Penalty: 2767.747070
	Iteration 0F: 2 clusters Score -5677800 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34969 members 
Mstep: Class 2 contains 35313 members 
Entering Unmasked Estep 
Score: -5630559.500000 Penalty: 5535.494141
	Iteration 0F: 3 clusters Score -5630560 nChanged 32956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33135 members 
Mstep: Class 2 contains 37147 members 
Entering Unmasked Estep 
Score: -5649224.500000 Penalty: 5535.494141
	Iteration 1F: 3 clusters Score -5649224 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31848 members 
Mstep: Class 2 contains 38434 members 
Entering Unmasked Estep 
Score: -5650185.000000 Penalty: 5535.494141
	Iteration 2Q: 3 clusters Score -5650185 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29760 members 
Mstep: Class 2 contains 40522 members 
Entering Unmasked Estep 
Score: -5651471.000000 Penalty: 5535.494141
	Iteration 3Q: 3 clusters Score -5651471 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26697 members 
Mstep: Class 2 contains 43585 members 
Entering Unmasked Estep 
Score: -5653843.000000 Penalty: 5535.494141
	Iteration 4F: 3 clusters Score -5653843 nChanged 5111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22544 members 
Mstep: Class 2 contains 47738 members 
Entering Unmasked Estep 
Score: -5657687.500000 Penalty: 5535.494141
	Iteration 5F: 3 clusters Score -5657688 nChanged 5963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17605 members 
Mstep: Class 2 contains 52677 members 
Entering Unmasked Estep 
Score: -5662847.500000 Penalty: 5535.494141
	Iteration 6F: 3 clusters Score -5662848 nChanged 5441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 57164 members 
Entering Unmasked Estep 
Score: -5667588.000000 Penalty: 5535.494141
	Iteration 7F: 3 clusters Score -5667588 nChanged 4035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 60497 members 
Entering Unmasked Estep 
Score: -5670749.000000 Penalty: 5535.494141
	Iteration 8F: 3 clusters Score -5670749 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 62840 members 
Entering Unmasked Estep 
Score: -5672635.500000 Penalty: 5535.494141
	Iteration 9Q: 3 clusters Score -5672636 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 64552 members 
Entering Unmasked Estep 
Score: -5673883.500000 Penalty: 5535.494141
	Iteration 10Q: 3 clusters Score -5673884 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 65805 members 
Entering Unmasked Estep 
Score: -5674622.500000 Penalty: 5535.494141
	Iteration 11Q: 3 clusters Score -5674622 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 66650 members 
Entering Unmasked Estep 
Score: -5675108.000000 Penalty: 5535.494141
	Iteration 12Q: 3 clusters Score -5675108 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 67261 members 
Entering Unmasked Estep 
Score: -5675453.000000 Penalty: 5535.494141
	Iteration 13Q: 3 clusters Score -5675453 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 67683 members 
Entering Unmasked Estep 
Score: -5675618.000000 Penalty: 5535.494141
	Iteration 14Q: 3 clusters Score -5675618 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 67992 members 
Entering Unmasked Estep 
Score: -5675775.500000 Penalty: 5535.494141
	Iteration 15Q: 3 clusters Score -5675776 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 68193 members 
Entering Unmasked Estep 
Score: -5675861.500000 Penalty: 5535.494141
	Iteration 16Q: 3 clusters Score -5675862 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 68347 members 
Entering Unmasked Estep 
Score: -5675922.000000 Penalty: 5535.494141
	Iteration 17Q: 3 clusters Score -5675922 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 68459 members 
Entering Unmasked Estep 
Score: -5675971.500000 Penalty: 5535.494141
	Iteration 18Q: 3 clusters Score -5675972 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 68540 members 
Entering Unmasked Estep 
Score: -5675990.500000 Penalty: 5535.494141
	Iteration 19Q: 3 clusters Score -5675990 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 68596 members 
Entering Unmasked Estep 
Score: -5676014.000000 Penalty: 5535.494141
	Iteration 20F: 3 clusters Score -5676014 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 68643 members 
Entering Unmasked Estep 
Score: -5676029.500000 Penalty: 5535.494141
	Iteration 21Q: 3 clusters Score -5676030 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 68680 members 
Entering Unmasked Estep 
Score: -5676044.500000 Penalty: 5535.494141
	Iteration 22Q: 3 clusters Score -5676044 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 68698 members 
Entering Unmasked Estep 
Score: -5676053.000000 Penalty: 5535.494141
	Iteration 23Q: 3 clusters Score -5676053 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 68707 members 
Entering Unmasked Estep 
Score: -5676045.500000 Penalty: 5535.494141
	Iteration 24Q: 3 clusters Score -5676046 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 68719 members 
Entering Unmasked Estep 
Score: -5676037.500000 Penalty: 5535.494141
	Iteration 25Q: 3 clusters Score -5676038 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 68731 members 
Entering Unmasked Estep 
Score: -5676047.500000 Penalty: 5535.494141
	Iteration 26Q: 3 clusters Score -5676048 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 68749 members 
Entering Unmasked Estep 
Score: -5676051.000000 Penalty: 5535.494141
	Iteration 27Q: 3 clusters Score -5676051 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 68763 members 
Entering Unmasked Estep 
Score: -5676058.500000 Penalty: 5535.494141
	Iteration 28Q: 3 clusters Score -5676058 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 68777 members 
Entering Unmasked Estep 
Score: -5676073.500000 Penalty: 5535.494141
	Iteration 29Q: 3 clusters Score -5676074 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 68789 members 
Entering Unmasked Estep 
Score: -5676071.000000 Penalty: 5535.494141
	Iteration 30Q: 3 clusters Score -5676071 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 68796 members 
Entering Unmasked Estep 
Score: -5676070.500000 Penalty: 5535.494141
	Iteration 31Q: 3 clusters Score -5676070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 68803 members 
Entering Unmasked Estep 
Score: -5676077.000000 Penalty: 5535.494141
	Iteration 32Q: 3 clusters Score -5676077 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 68810 members 
Entering Unmasked Estep 
Score: -5676078.500000 Penalty: 5535.494141
	Iteration 33Q: 3 clusters Score -5676078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 68816 members 
Entering Unmasked Estep 
Score: -5676073.500000 Penalty: 5535.494141
	Iteration 34Q: 3 clusters Score -5676074 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 68825 members 
Entering Unmasked Estep 
Score: -5676060.500000 Penalty: 5535.494141
	Iteration 35Q: 3 clusters Score -5676060 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 68832 members 
Entering Unmasked Estep 
Score: -5676068.500000 Penalty: 5535.494141
	Iteration 36Q: 3 clusters Score -5676068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 68836 members 
Entering Unmasked Estep 
Score: -5676067.000000 Penalty: 5535.494141
	Iteration 37Q: 3 clusters Score -5676067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 68839 members 
Entering Unmasked Estep 
Score: -5676066.500000 Penalty: 5535.494141
	Iteration 38Q: 3 clusters Score -5676066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 68840 members 
Entering Unmasked Estep 
Score: -5676070.500000 Penalty: 5535.494141
	Iteration 39Q: 3 clusters Score -5676070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 68843 members 
Entering Unmasked Estep 
Score: -5676074.000000 Penalty: 5535.494141
	Iteration 40F: 3 clusters Score -5676074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 68845 members 
Entering Unmasked Estep 
Score: -5676076.500000 Penalty: 5535.494141
	Iteration 41Q: 3 clusters Score -5676076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 68847 members 
Entering Unmasked Estep 
Score: -5676072.500000 Penalty: 5535.494141
	Iteration 42Q: 3 clusters Score -5676072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 68851 members 
Entering Unmasked Estep 
Score: -5676075.000000 Penalty: 5535.494141
	Iteration 43Q: 3 clusters Score -5676075 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 68853 members 
Entering Unmasked Estep 
Score: -5676078.000000 Penalty: 5535.494141
	Iteration 44Q: 3 clusters Score -5676078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 68857 members 
Entering Unmasked Estep 
Score: -5676074.000000 Penalty: 5535.494141
	Iteration 45Q: 3 clusters Score -5676074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 68860 members 
Entering Unmasked Estep 
Score: -5676073.000000 Penalty: 5535.494141
	Iteration 46Q: 3 clusters Score -5676073 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 68864 members 
Entering Unmasked Estep 
Score: -5676080.500000 Penalty: 5535.494141
	Iteration 47Q: 3 clusters Score -5676080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 68870 members 
Entering Unmasked Estep 
Score: -5676082.000000 Penalty: 5535.494141
	Iteration 48Q: 3 clusters Score -5676082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 68873 members 
Entering Unmasked Estep 
Score: -5676091.000000 Penalty: 5535.494141
	Iteration 49Q: 3 clusters Score -5676091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 68876 members 
Entering Unmasked Estep 
Score: -5676083.500000 Penalty: 5535.494141
	Iteration 50Q: 3 clusters Score -5676084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 68875 members 
Entering Unmasked Estep 
Score: -5676087.000000 Penalty: 5535.494141
	Iteration 51Q: 3 clusters Score -5676087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 68874 members 
Entering Unmasked Estep 
Score: -5676085.500000 Penalty: 5535.494141
	Iteration 52Q: 3 clusters Score -5676086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 68875 members 
Entering Unmasked Estep 
Score: -5676087.000000 Penalty: 5535.494141
	Iteration 53Q: 3 clusters Score -5676087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 68876 members 
Entering Unmasked Estep 
Score: -5676083.500000 Penalty: 5535.494141
	Iteration 54Q: 3 clusters Score -5676084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 68877 members 
Entering Unmasked Estep 
Score: -5676086.500000 Penalty: 5535.494141
	Iteration 55Q: 3 clusters Score -5676086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 68877 members 
Entering Unmasked Estep 
Score: -5676086.500000 Penalty: 5535.494141
	Iteration 56F: 3 clusters Score -5676086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Entering Unmasked Estep 
Score: -474581.468750 Penalty: 2159.947266
	Iteration 0F: 2 clusters Score -474581.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -469414.468750 Penalty: 4319.894531
	Iteration 0F: 3 clusters Score -469414.5 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -470675.875000 Penalty: 4319.894531
	Iteration 1F: 3 clusters Score -470675.9 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -470933.812500 Penalty: 4319.894531
	Iteration 2F: 3 clusters Score -470933.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -471101.937500 Penalty: 4319.894531
	Iteration 3F: 3 clusters Score -471101.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -471237.406250 Penalty: 4319.894531
	Iteration 4Q: 3 clusters Score -471237.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -471331.218750 Penalty: 4319.894531
	Iteration 5Q: 3 clusters Score -471331.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -471414.125000 Penalty: 4319.894531
	Iteration 6Q: 3 clusters Score -471414.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -471510.093750 Penalty: 4319.894531
	Iteration 7Q: 3 clusters Score -471510.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -471614.093750 Penalty: 4319.894531
	Iteration 8Q: 3 clusters Score -471614.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -471724.875000 Penalty: 4319.894531
	Iteration 9Q: 3 clusters Score -471724.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -471827.750000 Penalty: 4319.894531
	Iteration 10Q: 3 clusters Score -471827.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -471937.125000 Penalty: 4319.894531
	Iteration 11Q: 3 clusters Score -471937.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -472052.500000 Penalty: 4319.894531
	Iteration 12Q: 3 clusters Score -472052.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -472167.156250 Penalty: 4319.894531
	Iteration 13Q: 3 clusters Score -472167.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -472269.125000 Penalty: 4319.894531
	Iteration 14Q: 3 clusters Score -472269.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -472373.375000 Penalty: 4319.894531
	Iteration 15Q: 3 clusters Score -472373.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -472453.843750 Penalty: 4319.894531
	Iteration 16Q: 3 clusters Score -472453.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -472524.437500 Penalty: 4319.894531
	Iteration 17Q: 3 clusters Score -472524.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -472584.093750 Penalty: 4319.894531
	Iteration 18Q: 3 clusters Score -472584.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -472627.531250 Penalty: 4319.894531
	Iteration 19Q: 3 clusters Score -472627.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -472656.281250 Penalty: 4319.894531
	Iteration 20F: 3 clusters Score -472656.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -472675.156250 Penalty: 4319.894531
	Iteration 21Q: 3 clusters Score -472675.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -472686.500000 Penalty: 4319.894531
	Iteration 22Q: 3 clusters Score -472686.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -472700.500000 Penalty: 4319.894531
	Iteration 23Q: 3 clusters Score -472700.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -472714.906250 Penalty: 4319.894531
	Iteration 24Q: 3 clusters Score -472714.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -472725.968750 Penalty: 4319.894531
	Iteration 25Q: 3 clusters Score -472726 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -472733.875000 Penalty: 4319.894531
	Iteration 26Q: 3 clusters Score -472733.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -472739.968750 Penalty: 4319.894531
	Iteration 27Q: 3 clusters Score -472740 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -472740.875000 Penalty: 4319.894531
	Iteration 28Q: 3 clusters Score -472740.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -472742.250000 Penalty: 4319.894531
	Iteration 29Q: 3 clusters Score -472742.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -472741.906250 Penalty: 4319.894531
	Iteration 30Q: 3 clusters Score -472741.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -472743.281250 Penalty: 4319.894531
	Iteration 31Q: 3 clusters Score -472743.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -472744.437500 Penalty: 4319.894531
	Iteration 32Q: 3 clusters Score -472744.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -472746.000000 Penalty: 4319.894531
	Iteration 33Q: 3 clusters Score -472746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -472746.000000 Penalty: 4319.894531
	Iteration 34F: 3 clusters Score -472746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Entering Unmasked Estep 
Score: -678649.187500 Penalty: 2254.118896
	Iteration 0F: 2 clusters Score -678649.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -671681.562500 Penalty: 4508.237793
	Iteration 0F: 3 clusters Score -671681.6 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -673810.812500 Penalty: 4508.237793
	Iteration 1F: 3 clusters Score -673810.8 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -674267.875000 Penalty: 4508.237793
	Iteration 2F: 3 clusters Score -674267.9 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -674657.625000 Penalty: 4508.237793
	Iteration 3F: 3 clusters Score -674657.6 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -675076.875000 Penalty: 4508.237793
	Iteration 4F: 3 clusters Score -675076.9 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -675567.250000 Penalty: 4508.237793
	Iteration 5F: 3 clusters Score -675567.2 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -676036.812500 Penalty: 4508.237793
	Iteration 6F: 3 clusters Score -676036.8 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -676369.312500 Penalty: 4508.237793
	Iteration 7Q: 3 clusters Score -676369.3 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -676567.125000 Penalty: 4508.237793
	Iteration 8Q: 3 clusters Score -676567.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -676682.125000 Penalty: 4508.237793
	Iteration 9Q: 3 clusters Score -676682.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -676755.375000 Penalty: 4508.237793
	Iteration 10Q: 3 clusters Score -676755.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -676795.625000 Penalty: 4508.237793
	Iteration 11Q: 3 clusters Score -676795.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -676824.125000 Penalty: 4508.237793
	Iteration 12Q: 3 clusters Score -676824.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -676844.312500 Penalty: 4508.237793
	Iteration 13Q: 3 clusters Score -676844.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -676859.937500 Penalty: 4508.237793
	Iteration 14Q: 3 clusters Score -676859.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -676868.000000 Penalty: 4508.237793
	Iteration 15Q: 3 clusters Score -676868 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -676875.562500 Penalty: 4508.237793
	Iteration 16Q: 3 clusters Score -676875.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -676882.625000 Penalty: 4508.237793
	Iteration 17Q: 3 clusters Score -676882.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -676886.187500 Penalty: 4508.237793
	Iteration 18Q: 3 clusters Score -676886.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -676891.437500 Penalty: 4508.237793
	Iteration 19Q: 3 clusters Score -676891.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -676891.500000 Penalty: 4508.237793
	Iteration 20F: 3 clusters Score -676891.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -676893.812500 Penalty: 4508.237793
	Iteration 21Q: 3 clusters Score -676893.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -676896.437500 Penalty: 4508.237793
	Iteration 22Q: 3 clusters Score -676896.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -676898.750000 Penalty: 4508.237793
	Iteration 23Q: 3 clusters Score -676898.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -676900.187500 Penalty: 4508.237793
	Iteration 24Q: 3 clusters Score -676900.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -676902.312500 Penalty: 4508.237793
	Iteration 25Q: 3 clusters Score -676902.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -676906.562500 Penalty: 4508.237793
	Iteration 26Q: 3 clusters Score -676906.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -676905.625000 Penalty: 4508.237793
	Iteration 27Q: 3 clusters Score -676905.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -676906.312500 Penalty: 4508.237793
	Iteration 28Q: 3 clusters Score -676906.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -676906.875000 Penalty: 4508.237793
	Iteration 29Q: 3 clusters Score -676906.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -676906.875000 Penalty: 4508.237793
	Iteration 30F: 3 clusters Score -676906.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Entering Unmasked Estep 
Score: -1061368.750000 Penalty: 2373.214355
	Iteration 0F: 2 clusters Score -1061369 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1051004.750000 Penalty: 4746.428711
	Iteration 0F: 3 clusters Score -1051005 nChanged 6187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1054324.750000 Penalty: 4746.428711
	Iteration 1F: 3 clusters Score -1054325 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1054848.125000 Penalty: 4746.428711
	Iteration 2F: 3 clusters Score -1054848 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1055306.125000 Penalty: 4746.428711
	Iteration 3F: 3 clusters Score -1055306 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -1055747.375000 Penalty: 4746.428711
	Iteration 4F: 3 clusters Score -1055747 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1056230.375000 Penalty: 4746.428711
	Iteration 5F: 3 clusters Score -1056230 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1056745.875000 Penalty: 4746.428711
	Iteration 6F: 3 clusters Score -1056746 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1057211.125000 Penalty: 4746.428711
	Iteration 7F: 3 clusters Score -1057211 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1057591.125000 Penalty: 4746.428711
	Iteration 8Q: 3 clusters Score -1057591 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1057982.000000 Penalty: 4746.428711
	Iteration 9Q: 3 clusters Score -1057982 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1058341.500000 Penalty: 4746.428711
	Iteration 10Q: 3 clusters Score -1058342 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1058639.750000 Penalty: 4746.428711
	Iteration 11Q: 3 clusters Score -1058640 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1058911.500000 Penalty: 4746.428711
	Iteration 12Q: 3 clusters Score -1058912 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1059124.750000 Penalty: 4746.428711
	Iteration 13Q: 3 clusters Score -1059125 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1059281.250000 Penalty: 4746.428711
	Iteration 14Q: 3 clusters Score -1059281 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1059385.250000 Penalty: 4746.428711
	Iteration 15Q: 3 clusters Score -1059385 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1059460.125000 Penalty: 4746.428711
	Iteration 16Q: 3 clusters Score -1059460 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1059511.375000 Penalty: 4746.428711
	Iteration 17Q: 3 clusters Score -1059511 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1059554.125000 Penalty: 4746.428711
	Iteration 18Q: 3 clusters Score -1059554 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1059581.125000 Penalty: 4746.428711
	Iteration 19Q: 3 clusters Score -1059581 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1059609.750000 Penalty: 4746.428711
	Iteration 20F: 3 clusters Score -1059610 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1059639.625000 Penalty: 4746.428711
	Iteration 21Q: 3 clusters Score -1059640 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1059665.875000 Penalty: 4746.428711
	Iteration 22Q: 3 clusters Score -1059666 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1059686.250000 Penalty: 4746.428711
	Iteration 23Q: 3 clusters Score -1059686 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1059709.000000 Penalty: 4746.428711
	Iteration 24Q: 3 clusters Score -1059709 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1059721.875000 Penalty: 4746.428711
	Iteration 25Q: 3 clusters Score -1059722 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1059736.125000 Penalty: 4746.428711
	Iteration 26Q: 3 clusters Score -1059736 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1059750.875000 Penalty: 4746.428711
	Iteration 27Q: 3 clusters Score -1059751 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1059766.375000 Penalty: 4746.428711
	Iteration 28Q: 3 clusters Score -1059766 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1059781.125000 Penalty: 4746.428711
	Iteration 29Q: 3 clusters Score -1059781 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1059783.125000 Penalty: 4746.428711
	Iteration 30Q: 3 clusters Score -1059783 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1059787.375000 Penalty: 4746.428711
	Iteration 31Q: 3 clusters Score -1059787 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1059793.500000 Penalty: 4746.428711
	Iteration 32Q: 3 clusters Score -1059794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1059793.875000 Penalty: 4746.428711
	Iteration 33Q: 3 clusters Score -1059794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1059797.750000 Penalty: 4746.428711
	Iteration 34Q: 3 clusters Score -1059798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1059798.000000 Penalty: 4746.428711
	Iteration 35Q: 3 clusters Score -1059798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1059803.500000 Penalty: 4746.428711
	Iteration 36Q: 3 clusters Score -1059804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1059805.500000 Penalty: 4746.428711
	Iteration 37Q: 3 clusters Score -1059806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1059806.750000 Penalty: 4746.428711
	Iteration 38Q: 3 clusters Score -1059807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1059808.750000 Penalty: 4746.428711
	Iteration 39Q: 3 clusters Score -1059809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1059811.000000 Penalty: 4746.428711
	Iteration 40F: 3 clusters Score -1059811 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Entering Unmasked Estep 
Score: -359197.562500 Penalty: 2101.674561
	Iteration 0F: 2 clusters Score -359197.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -354819.500000 Penalty: 4203.349121
	Iteration 0F: 3 clusters Score -354819.5 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -355813.500000 Penalty: 4203.349121
	Iteration 1F: 3 clusters Score -355813.5 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -356049.406250 Penalty: 4203.349121
	Iteration 2F: 3 clusters Score -356049.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -356205.156250 Penalty: 4203.349121
	Iteration 3F: 3 clusters Score -356205.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -356303.750000 Penalty: 4203.349121
	Iteration 4Q: 3 clusters Score -356303.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -356380.156250 Penalty: 4203.349121
	Iteration 5Q: 3 clusters Score -356380.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -356457.062500 Penalty: 4203.349121
	Iteration 6Q: 3 clusters Score -356457.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -356550.156250 Penalty: 4203.349121
	Iteration 7Q: 3 clusters Score -356550.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -356651.031250 Penalty: 4203.349121
	Iteration 8Q: 3 clusters Score -356651 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -356762.656250 Penalty: 4203.349121
	Iteration 9Q: 3 clusters Score -356762.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -356894.656250 Penalty: 4203.349121
	Iteration 10Q: 3 clusters Score -356894.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -357020.656250 Penalty: 4203.349121
	Iteration 11Q: 3 clusters Score -357020.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -357157.593750 Penalty: 4203.349121
	Iteration 12Q: 3 clusters Score -357157.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -357307.187500 Penalty: 4203.349121
	Iteration 13Q: 3 clusters Score -357307.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -357475.718750 Penalty: 4203.349121
	Iteration 14Q: 3 clusters Score -357475.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -357624.625000 Penalty: 4203.349121
	Iteration 15Q: 3 clusters Score -357624.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -357781.906250 Penalty: 4203.349121
	Iteration 16Q: 3 clusters Score -357781.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -357898.656250 Penalty: 4203.349121
	Iteration 17Q: 3 clusters Score -357898.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -357982.093750 Penalty: 4203.349121
	Iteration 18Q: 3 clusters Score -357982.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -358047.062500 Penalty: 4203.349121
	Iteration 19Q: 3 clusters Score -358047.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -358106.062500 Penalty: 4203.349121
	Iteration 20F: 3 clusters Score -358106.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -358177.562500 Penalty: 4203.349121
	Iteration 21Q: 3 clusters Score -358177.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -358264.875000 Penalty: 4203.349121
	Iteration 22Q: 3 clusters Score -358264.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -358336.406250 Penalty: 4203.349121
	Iteration 23Q: 3 clusters Score -358336.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -358391.750000 Penalty: 4203.349121
	Iteration 24Q: 3 clusters Score -358391.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -358429.093750 Penalty: 4203.349121
	Iteration 25Q: 3 clusters Score -358429.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -358447.031250 Penalty: 4203.349121
	Iteration 26Q: 3 clusters Score -358447 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -358458.875000 Penalty: 4203.349121
	Iteration 27Q: 3 clusters Score -358458.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -358472.375000 Penalty: 4203.349121
	Iteration 28Q: 3 clusters Score -358472.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -358485.500000 Penalty: 4203.349121
	Iteration 29Q: 3 clusters Score -358485.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -358496.125000 Penalty: 4203.349121
	Iteration 30Q: 3 clusters Score -358496.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -358507.812500 Penalty: 4203.349121
	Iteration 31Q: 3 clusters Score -358507.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -358518.812500 Penalty: 4203.349121
	Iteration 32Q: 3 clusters Score -358518.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -358526.062500 Penalty: 4203.349121
	Iteration 33Q: 3 clusters Score -358526.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -358532.031250 Penalty: 4203.349121
	Iteration 34Q: 3 clusters Score -358532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -358535.093750 Penalty: 4203.349121
	Iteration 35Q: 3 clusters Score -358535.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -358539.875000 Penalty: 4203.349121
	Iteration 36Q: 3 clusters Score -358539.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -358541.781250 Penalty: 4203.349121
	Iteration 37Q: 3 clusters Score -358541.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -358543.500000 Penalty: 4203.349121
	Iteration 38Q: 3 clusters Score -358543.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -358544.593750 Penalty: 4203.349121
	Iteration 39Q: 3 clusters Score -358544.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -358544.906250 Penalty: 4203.349121
	Iteration 40F: 3 clusters Score -358544.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Entering Unmasked Estep 
Score: -603602.750000 Penalty: 2223.497803
	Iteration 0F: 2 clusters Score -603602.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -597325.437500 Penalty: 4446.995605
	Iteration 0F: 3 clusters Score -597325.4 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -599016.750000 Penalty: 4446.995605
	Iteration 1F: 3 clusters Score -599016.8 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -599323.312500 Penalty: 4446.995605
	Iteration 2F: 3 clusters Score -599323.3 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -599582.687500 Penalty: 4446.995605
	Iteration 3F: 3 clusters Score -599582.7 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -599789.937500 Penalty: 4446.995605
	Iteration 4Q: 3 clusters Score -599789.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -599931.500000 Penalty: 4446.995605
	Iteration 5Q: 3 clusters Score -599931.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -600028.937500 Penalty: 4446.995605
	Iteration 6Q: 3 clusters Score -600028.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -600107.562500 Penalty: 4446.995605
	Iteration 7Q: 3 clusters Score -600107.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -600176.750000 Penalty: 4446.995605
	Iteration 8Q: 3 clusters Score -600176.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -600231.312500 Penalty: 4446.995605
	Iteration 9Q: 3 clusters Score -600231.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -600277.437500 Penalty: 4446.995605
	Iteration 10Q: 3 clusters Score -600277.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -600323.375000 Penalty: 4446.995605
	Iteration 11Q: 3 clusters Score -600323.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -600370.625000 Penalty: 4446.995605
	Iteration 12Q: 3 clusters Score -600370.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -600419.187500 Penalty: 4446.995605
	Iteration 13Q: 3 clusters Score -600419.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -600459.937500 Penalty: 4446.995605
	Iteration 14Q: 3 clusters Score -600459.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -600499.375000 Penalty: 4446.995605
	Iteration 15Q: 3 clusters Score -600499.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -600528.562500 Penalty: 4446.995605
	Iteration 16Q: 3 clusters Score -600528.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -600553.750000 Penalty: 4446.995605
	Iteration 17Q: 3 clusters Score -600553.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -600579.500000 Penalty: 4446.995605
	Iteration 18Q: 3 clusters Score -600579.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -600610.750000 Penalty: 4446.995605
	Iteration 19Q: 3 clusters Score -600610.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -600643.500000 Penalty: 4446.995605
	Iteration 20F: 3 clusters Score -600643.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -600691.750000 Penalty: 4446.995605
	Iteration 21Q: 3 clusters Score -600691.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -600739.312500 Penalty: 4446.995605
	Iteration 22Q: 3 clusters Score -600739.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -600786.312500 Penalty: 4446.995605
	Iteration 23Q: 3 clusters Score -600786.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -600855.562500 Penalty: 4446.995605
	Iteration 24Q: 3 clusters Score -600855.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -600928.125000 Penalty: 4446.995605
	Iteration 25Q: 3 clusters Score -600928.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -601004.812500 Penalty: 4446.995605
	Iteration 26Q: 3 clusters Score -601004.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -601077.937500 Penalty: 4446.995605
	Iteration 27Q: 3 clusters Score -601077.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -601163.187500 Penalty: 4446.995605
	Iteration 28Q: 3 clusters Score -601163.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -601250.062500 Penalty: 4446.995605
	Iteration 29Q: 3 clusters Score -601250.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -601325.812500 Penalty: 4446.995605
	Iteration 30Q: 3 clusters Score -601325.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -601378.250000 Penalty: 4446.995605
	Iteration 31Q: 3 clusters Score -601378.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -601422.000000 Penalty: 4446.995605
	Iteration 32Q: 3 clusters Score -601422 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -601459.375000 Penalty: 4446.995605
	Iteration 33Q: 3 clusters Score -601459.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -601486.437500 Penalty: 4446.995605
	Iteration 34Q: 3 clusters Score -601486.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -601511.687500 Penalty: 4446.995605
	Iteration 35Q: 3 clusters Score -601511.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -601532.687500 Penalty: 4446.995605
	Iteration 36Q: 3 clusters Score -601532.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -601549.437500 Penalty: 4446.995605
	Iteration 37Q: 3 clusters Score -601549.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -601574.437500 Penalty: 4446.995605
	Iteration 38Q: 3 clusters Score -601574.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -601605.125000 Penalty: 4446.995605
	Iteration 39Q: 3 clusters Score -601605.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -601632.687500 Penalty: 4446.995605
	Iteration 40F: 3 clusters Score -601632.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -601663.312500 Penalty: 4446.995605
	Iteration 41Q: 3 clusters Score -601663.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -601685.687500 Penalty: 4446.995605
	Iteration 42Q: 3 clusters Score -601685.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -601703.750000 Penalty: 4446.995605
	Iteration 43Q: 3 clusters Score -601703.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -601714.750000 Penalty: 4446.995605
	Iteration 44Q: 3 clusters Score -601714.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -601729.375000 Penalty: 4446.995605
	Iteration 45Q: 3 clusters Score -601729.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -601745.000000 Penalty: 4446.995605
	Iteration 46Q: 3 clusters Score -601745 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -601760.687500 Penalty: 4446.995605
	Iteration 47Q: 3 clusters Score -601760.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -601785.937500 Penalty: 4446.995605
	Iteration 48Q: 3 clusters Score -601785.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -601813.875000 Penalty: 4446.995605
	Iteration 49Q: 3 clusters Score -601813.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -601838.000000 Penalty: 4446.995605
	Iteration 50Q: 3 clusters Score -601838 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -601867.500000 Penalty: 4446.995605
	Iteration 51Q: 3 clusters Score -601867.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -601896.000000 Penalty: 4446.995605
	Iteration 52Q: 3 clusters Score -601896 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -601922.687500 Penalty: 4446.995605
	Iteration 53Q: 3 clusters Score -601922.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -601947.375000 Penalty: 4446.995605
	Iteration 54Q: 3 clusters Score -601947.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -601967.125000 Penalty: 4446.995605
	Iteration 55Q: 3 clusters Score -601967.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -601984.500000 Penalty: 4446.995605
	Iteration 56Q: 3 clusters Score -601984.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -602003.812500 Penalty: 4446.995605
	Iteration 57Q: 3 clusters Score -602003.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -602023.375000 Penalty: 4446.995605
	Iteration 58Q: 3 clusters Score -602023.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -602037.125000 Penalty: 4446.995605
	Iteration 59Q: 3 clusters Score -602037.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -602047.875000 Penalty: 4446.995605
	Iteration 60F: 3 clusters Score -602047.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -602052.937500 Penalty: 4446.995605
	Iteration 61Q: 3 clusters Score -602052.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -602057.187500 Penalty: 4446.995605
	Iteration 62Q: 3 clusters Score -602057.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -602061.312500 Penalty: 4446.995605
	Iteration 63Q: 3 clusters Score -602061.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -602061.437500 Penalty: 4446.995605
	Iteration 64Q: 3 clusters Score -602061.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -602062.500000 Penalty: 4446.995605
	Iteration 65Q: 3 clusters Score -602062.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -602062.500000 Penalty: 4446.995605
	Iteration 66F: 3 clusters Score -602062.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Entering Unmasked Estep 
Score: -488736.750000 Penalty: 2163.401855
	Iteration 0F: 2 clusters Score -488736.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -483503.500000 Penalty: 4326.803711
	Iteration 0F: 3 clusters Score -483503.5 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -484777.406250 Penalty: 4326.803711
	Iteration 1F: 3 clusters Score -484777.4 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -485022.937500 Penalty: 4326.803711
	Iteration 2F: 3 clusters Score -485022.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -485190.312500 Penalty: 4326.803711
	Iteration 3F: 3 clusters Score -485190.3 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -485312.125000 Penalty: 4326.803711
	Iteration 4Q: 3 clusters Score -485312.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -485414.281250 Penalty: 4326.803711
	Iteration 5Q: 3 clusters Score -485414.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -485499.093750 Penalty: 4326.803711
	Iteration 6Q: 3 clusters Score -485499.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -485573.687500 Penalty: 4326.803711
	Iteration 7Q: 3 clusters Score -485573.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -485650.312500 Penalty: 4326.803711
	Iteration 8Q: 3 clusters Score -485650.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -485714.937500 Penalty: 4326.803711
	Iteration 9Q: 3 clusters Score -485714.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -485796.812500 Penalty: 4326.803711
	Iteration 10Q: 3 clusters Score -485796.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -485886.687500 Penalty: 4326.803711
	Iteration 11Q: 3 clusters Score -485886.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -485968.437500 Penalty: 4326.803711
	Iteration 12Q: 3 clusters Score -485968.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -486052.250000 Penalty: 4326.803711
	Iteration 13Q: 3 clusters Score -486052.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -486141.593750 Penalty: 4326.803711
	Iteration 14Q: 3 clusters Score -486141.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -486224.406250 Penalty: 4326.803711
	Iteration 15Q: 3 clusters Score -486224.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -486309.812500 Penalty: 4326.803711
	Iteration 16Q: 3 clusters Score -486309.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -486387.500000 Penalty: 4326.803711
	Iteration 17Q: 3 clusters Score -486387.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -486464.281250 Penalty: 4326.803711
	Iteration 18Q: 3 clusters Score -486464.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -486537.687500 Penalty: 4326.803711
	Iteration 19Q: 3 clusters Score -486537.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -486597.031250 Penalty: 4326.803711
	Iteration 20F: 3 clusters Score -486597 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -486657.406250 Penalty: 4326.803711
	Iteration 21Q: 3 clusters Score -486657.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -486715.875000 Penalty: 4326.803711
	Iteration 22Q: 3 clusters Score -486715.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -486761.312500 Penalty: 4326.803711
	Iteration 23Q: 3 clusters Score -486761.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -486806.406250 Penalty: 4326.803711
	Iteration 24Q: 3 clusters Score -486806.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -486846.750000 Penalty: 4326.803711
	Iteration 25Q: 3 clusters Score -486846.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -486864.937500 Penalty: 4326.803711
	Iteration 26Q: 3 clusters Score -486864.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -486877.250000 Penalty: 4326.803711
	Iteration 27Q: 3 clusters Score -486877.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -486890.000000 Penalty: 4326.803711
	Iteration 28Q: 3 clusters Score -486890 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -486899.156250 Penalty: 4326.803711
	Iteration 29Q: 3 clusters Score -486899.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -486909.906250 Penalty: 4326.803711
	Iteration 30Q: 3 clusters Score -486909.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -486915.375000 Penalty: 4326.803711
	Iteration 31Q: 3 clusters Score -486915.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -486917.968750 Penalty: 4326.803711
	Iteration 32Q: 3 clusters Score -486918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -486919.562500 Penalty: 4326.803711
	Iteration 33Q: 3 clusters Score -486919.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -486920.375000 Penalty: 4326.803711
	Iteration 34Q: 3 clusters Score -486920.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -486920.375000 Penalty: 4326.803711
	Iteration 35F: 3 clusters Score -486920.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (153504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153504 members 
Entering Unmasked Estep 
Score: -12293089.000000 Penalty: 2961.487549
	Iteration 0F: 2 clusters Score -1.229309e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76860 members 
Mstep: Class 2 contains 76644 members 
Entering Unmasked Estep 
Score: -12189677.000000 Penalty: 5922.975098
	Iteration 0F: 3 clusters Score -1.218968e+07 nChanged 73720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78904 members 
Mstep: Class 2 contains 74600 members 
Entering Unmasked Estep 
Score: -12232245.000000 Penalty: 5922.975098
	Iteration 1F: 3 clusters Score -1.223224e+07 nChanged 4115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80129 members 
Mstep: Class 2 contains 73375 members 
Entering Unmasked Estep 
Score: -12232975.000000 Penalty: 5922.975098
	Iteration 2Q: 3 clusters Score -1.223298e+07 nChanged 4182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81971 members 
Mstep: Class 2 contains 71533 members 
Entering Unmasked Estep 
Score: -12233840.000000 Penalty: 5922.975098
	Iteration 3Q: 3 clusters Score -1.223384e+07 nChanged 4460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84777 members 
Mstep: Class 2 contains 68727 members 
Entering Unmasked Estep 
Score: -12234965.000000 Penalty: 5922.975098
	Iteration 4Q: 3 clusters Score -1.223496e+07 nChanged 5188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89093 members 
Mstep: Class 2 contains 64411 members 
Entering Unmasked Estep 
Score: -12236620.000000 Penalty: 5922.975098
	Iteration 5Q: 3 clusters Score -1.223662e+07 nChanged 6906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95639 members 
Mstep: Class 2 contains 57865 members 
Entering Unmasked Estep 
Score: -12239660.000000 Penalty: 5922.975098
	Iteration 6Q: 3 clusters Score -1.223966e+07 nChanged 9734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105279 members 
Mstep: Class 2 contains 48225 members 
Entering Unmasked Estep 
Score: -12245424.000000 Penalty: 5922.975098
	Iteration 7F: 3 clusters Score -1.224542e+07 nChanged 13137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118358 members 
Mstep: Class 2 contains 35146 members 
Entering Unmasked Estep 
Score: -12256164.000000 Penalty: 5922.975098
	Iteration 8F: 3 clusters Score -1.225616e+07 nChanged 14636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132960 members 
Mstep: Class 2 contains 20544 members 
Entering Unmasked Estep 
Score: -12270441.000000 Penalty: 5922.975098
	Iteration 9F: 3 clusters Score -1.227044e+07 nChanged 11439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144373 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -12282360.000000 Penalty: 5922.975098
	Iteration 10F: 3 clusters Score -1.228236e+07 nChanged 5643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149984 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -12287639.000000 Penalty: 5922.975098
	Iteration 11Q: 3 clusters Score -1.228764e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151972 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -12289454.000000 Penalty: 5922.975098
	Iteration 12Q: 3 clusters Score -1.228945e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152614 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -12290044.000000 Penalty: 5922.975098
	Iteration 13Q: 3 clusters Score -1.229004e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152832 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -12290223.000000 Penalty: 5922.975098
	Iteration 14Q: 3 clusters Score -1.229022e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152913 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -12290328.000000 Penalty: 5922.975098
	Iteration 15Q: 3 clusters Score -1.229033e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152945 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -12290419.000000 Penalty: 5922.975098
	Iteration 16Q: 3 clusters Score -1.229042e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152958 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -12290461.000000 Penalty: 5922.975098
	Iteration 17Q: 3 clusters Score -1.229046e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152978 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -12290487.000000 Penalty: 5922.975098
	Iteration 18Q: 3 clusters Score -1.229049e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152988 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -12290493.000000 Penalty: 5922.975098
	Iteration 19Q: 3 clusters Score -1.229049e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152994 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -12290502.000000 Penalty: 5922.975098
	Iteration 20F: 3 clusters Score -1.22905e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153000 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -12290500.000000 Penalty: 5922.975098
	Iteration 21Q: 3 clusters Score -1.22905e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153006 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -12290523.000000 Penalty: 5922.975098
	Iteration 22Q: 3 clusters Score -1.229052e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153011 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -12290532.000000 Penalty: 5922.975098
	Iteration 23Q: 3 clusters Score -1.229053e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153016 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -12290540.000000 Penalty: 5922.975098
	Iteration 24Q: 3 clusters Score -1.229054e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153018 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -12290551.000000 Penalty: 5922.975098
	Iteration 25Q: 3 clusters Score -1.229055e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153017 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -12290561.000000 Penalty: 5922.975098
	Iteration 26Q: 3 clusters Score -1.229056e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153020 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -12290571.000000 Penalty: 5922.975098
	Iteration 27Q: 3 clusters Score -1.229057e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153019 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -12290572.000000 Penalty: 5922.975098
	Iteration 28Q: 3 clusters Score -1.229057e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153021 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -12290572.000000 Penalty: 5922.975098
	Iteration 29Q: 3 clusters Score -1.229057e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153022 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -12290583.000000 Penalty: 5922.975098
	Iteration 30Q: 3 clusters Score -1.229058e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153021 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -12290585.000000 Penalty: 5922.975098
	Iteration 31Q: 3 clusters Score -1.229058e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153021 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -12290585.000000 Penalty: 5922.975098
	Iteration 32F: 3 clusters Score -1.229058e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Entering Unmasked Estep 
Score: -561428.125000 Penalty: 2210.793945
	Iteration 0F: 2 clusters Score -561428.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -555465.937500 Penalty: 4421.587891
	Iteration 0F: 3 clusters Score -555465.9 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -557369.937500 Penalty: 4421.587891
	Iteration 1F: 3 clusters Score -557369.9 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -558013.937500 Penalty: 4421.587891
	Iteration 2F: 3 clusters Score -558013.9 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -558543.062500 Penalty: 4421.587891
	Iteration 3F: 3 clusters Score -558543.1 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -559003.062500 Penalty: 4421.587891
	Iteration 4F: 3 clusters Score -559003.1 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -559496.062500 Penalty: 4421.587891
	Iteration 5F: 3 clusters Score -559496.1 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -559999.875000 Penalty: 4421.587891
	Iteration 6F: 3 clusters Score -559999.9 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -560472.312500 Penalty: 4421.587891
	Iteration 7F: 3 clusters Score -560472.3 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -560819.375000 Penalty: 4421.587891
	Iteration 8F: 3 clusters Score -560819.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -561065.812500 Penalty: 4421.587891
	Iteration 9Q: 3 clusters Score -561065.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -561225.812500 Penalty: 4421.587891
	Iteration 10Q: 3 clusters Score -561225.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -561334.437500 Penalty: 4421.587891
	Iteration 11Q: 3 clusters Score -561334.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -561410.312500 Penalty: 4421.587891
	Iteration 12Q: 3 clusters Score -561410.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -561478.000000 Penalty: 4421.587891
	Iteration 13Q: 3 clusters Score -561478 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -561558.000000 Penalty: 4421.587891
	Iteration 14Q: 3 clusters Score -561558 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -561624.312500 Penalty: 4421.587891
	Iteration 15Q: 3 clusters Score -561624.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -561677.250000 Penalty: 4421.587891
	Iteration 16Q: 3 clusters Score -561677.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -561758.625000 Penalty: 4421.587891
	Iteration 17Q: 3 clusters Score -561758.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -561871.000000 Penalty: 4421.587891
	Iteration 18Q: 3 clusters Score -561871 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -561939.062500 Penalty: 4421.587891
	Iteration 19Q: 3 clusters Score -561939.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -561961.937500 Penalty: 4421.587891
	Iteration 20F: 3 clusters Score -561961.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -561976.375000 Penalty: 4421.587891
	Iteration 21Q: 3 clusters Score -561976.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -561980.937500 Penalty: 4421.587891
	Iteration 22Q: 3 clusters Score -561980.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -561983.625000 Penalty: 4421.587891
	Iteration 23Q: 3 clusters Score -561983.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -561985.625000 Penalty: 4421.587891
	Iteration 24Q: 3 clusters Score -561985.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -561985.187500 Penalty: 4421.587891
	Iteration 25Q: 3 clusters Score -561985.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -561985.937500 Penalty: 4421.587891
	Iteration 26Q: 3 clusters Score -561985.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -561985.812500 Penalty: 4421.587891
	Iteration 27Q: 3 clusters Score -561985.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -561985.375000 Penalty: 4421.587891
	Iteration 28Q: 3 clusters Score -561985.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -561985.375000 Penalty: 4421.587891
	Iteration 29F: 3 clusters Score -561985.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8425 members 
Mstep: Class 4 contains 3243 members 
Mstep: Class 5 contains 17369 members 
Mstep: Class 6 contains 28379 members 
Mstep: Class 7 contains 19099 members 
Mstep: Class 8 contains 6520 members 
Mstep: Class 9 contains 60306 members 
Mstep: Class 10 contains 70282 members 
Mstep: Class 11 contains 6060 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14320 members 
Mstep: Class 14 contains 4791 members 
Mstep: Class 15 contains 7830 members 
Mstep: Class 16 contains 6145 members 
Mstep: Class 17 contains 153504 members 
Mstep: Class 18 contains 1923 members 
Mstep: Class 19 contains 39762 members 
Mstep: Class 20 contains 23967 members 
Mstep: Class 21 contains 6257 members 
Mstep: Class 22 contains 4037 members 
Mstep: Class 23 contains 77063 members 
Mstep: Class 24 contains 4544 members 
Mstep: Class 25 contains 5000 members 
Mstep: Class 26 contains 64112 members 
Mstep: Class 27 contains 4508 members 
Mstep: Class 28 contains 120052 members 
Mstep: Class 29 contains 13739 members 
Mstep: Class 30 contains 44781 members 
Mstep: Class 31 contains 26402 members 
Mstep: Class 32 contains 1208 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 71634 members 
Mstep: Class 35 contains 515677 members 
Mstep: Class 36 contains 5516 members 
Entering Unmasked Estep 
Score: -111983576.000000 Penalty: 126742.460938
Splitting cluster 18 changes total score from -111984368.000000 to -111983576.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (39762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39762 members 
Entering Unmasked Estep 
Score: -3116867.000000 Penalty: 2626.485352
	Iteration 0F: 2 clusters Score -3116867 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19753 members 
Mstep: Class 2 contains 20009 members 
Entering Unmasked Estep 
Score: -3089933.000000 Penalty: 5252.970703
	Iteration 0F: 3 clusters Score -3089933 nChanged 18098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18827 members 
Mstep: Class 2 contains 20935 members 
Entering Unmasked Estep 
Score: -3100271.750000 Penalty: 5252.970703
	Iteration 1F: 3 clusters Score -3100272 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18217 members 
Mstep: Class 2 contains 21545 members 
Entering Unmasked Estep 
Score: -3100910.250000 Penalty: 5252.970703
	Iteration 2Q: 3 clusters Score -3100910 nChanged 1765
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17470 members 
Mstep: Class 2 contains 22292 members 
Entering Unmasked Estep 
Score: -3101660.500000 Penalty: 5252.970703
	Iteration 3Q: 3 clusters Score -3101660 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16414 members 
Mstep: Class 2 contains 23348 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -3102605 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15018 members 
Mstep: Class 2 contains 24744 members 
Entering Unmasked Estep 
Score: -3103963.250000 Penalty: 5252.970703
	Iteration 5F: 3 clusters Score -3103963 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 26349 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -3105676 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 28045 members 
Entering Unmasked Estep 
Score: -3107559.750000 Penalty: 5252.970703
	Iteration 7F: 3 clusters Score -3107560 nChanged 2340
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 29629 members 
Entering Unmasked Estep 
Score: -3109516.750000 Penalty: 5252.970703
	Iteration 8F: 3 clusters Score -3109517 nChanged 2036
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 30889 members 
Entering Unmasked Estep 
Score: -3111279.250000 Penalty: 5252.970703
	Iteration 9F: 3 clusters Score -3111279 nChanged 1661
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 31602 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -3112693 nChanged 1341
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 31889 members 
Entering Unmasked Estep 
Score: -3113626.750000 Penalty: 5252.970703
	Iteration 11Q: 3 clusters Score -3113627 nChanged 1030
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 31913 members 
Entering Unmasked Estep 
Score: -3114192.750000 Penalty: 5252.970703
	Iteration 12Q: 3 clusters Score -3114193 nChanged 726
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 31845 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -3114517 nChanged 524
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 31739 members 
Entering Unmasked Estep 
Score: -3114709.500000 Penalty: 5252.970703
	Iteration 14Q: 3 clusters Score -3114710 nChanged 403
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 31652 members 
Entering Unmasked Estep 
Score: -3114832.000000 Penalty: 5252.970703
	Iteration 15Q: 3 clusters Score -3114832 nChanged 322
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 31562 members 
Entering Unmasked Estep 
Score: -3114918.500000 Penalty: 5252.970703
	Iteration 16Q: 3 clusters Score -3114918 nChanged 248
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 31486 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -3114972 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 31437 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -3115008 nChanged 131
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Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 31386 members 
Entering Unmasked Estep 
Score: -3115036.000000 Penalty: 5252.970703
	Iteration 19Q: 3 clusters Score -3115036 nChanged 99
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 31337 members 
Entering Unmasked Estep 
Score: -3115051.250000 Penalty: 5252.970703
	Iteration 20F: 3 clusters Score -3115051 nChanged 80
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 31295 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -3115052 nChanged 65
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Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 31260 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -3115059 nChanged 64
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 31210 members 
Entering Unmasked Estep 
Score: -3115055.500000 Penalty: 5252.970703
	Iteration 23Q: 3 clusters Score -3115056 nChanged 55
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Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 31157 members 
Entering Unmasked Estep 
Score: -3115066.000000 Penalty: 5252.970703
	Iteration 24Q: 3 clusters Score -3115066 nChanged 53
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 31114 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -3115070 nChanged 50
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 31074 members 
Entering Unmasked Estep 
Score: -3115078.250000 Penalty: 5252.970703
	Iteration 26Q: 3 clusters Score -3115078 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 31029 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -3115076 nChanged 63
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 30970 members 
Entering Unmasked Estep 
Score: -3115081.500000 Penalty: 5252.970703
	Iteration 28Q: 3 clusters Score -3115082 nChanged 48
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 30926 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -3115093 nChanged 36
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Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 30892 members 
Entering Unmasked Estep 
Score: -3115095.000000 Penalty: 5252.970703
	Iteration 30Q: 3 clusters Score -3115095 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 30866 members 
Entering Unmasked Estep 
Score: -3115102.500000 Penalty: 5252.970703
	Iteration 31Q: 3 clusters Score -3115102 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 30847 members 
Entering Unmasked Estep 
Score: -3115103.000000 Penalty: 5252.970703
	Iteration 32Q: 3 clusters Score -3115103 nChanged 18
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 30833 members 
Entering Unmasked Estep 
Score: -3115101.750000 Penalty: 5252.970703
	Iteration 33Q: 3 clusters Score -3115102 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 30818 members 
Entering Unmasked Estep 
Score: -3115095.500000 Penalty: 5252.970703
	Iteration 34Q: 3 clusters Score -3115096 nChanged 17
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 30801 members 
Entering Unmasked Estep 
Score: -3115097.500000 Penalty: 5252.970703
	Iteration 35Q: 3 clusters Score -3115098 nChanged 14
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 30787 members 
Entering Unmasked Estep 
Score: -3115105.000000 Penalty: 5252.970703
	Iteration 36Q: 3 clusters Score -3115105 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 30772 members 
Entering Unmasked Estep 
Score: -3115109.250000 Penalty: 5252.970703
	Iteration 37Q: 3 clusters Score -3115109 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 30752 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -3115110 nChanged 19
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Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 30733 members 
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	Iteration 39Q: 3 clusters Score -3115110 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 30721 members 
Entering Unmasked Estep 
Score: -3115109.250000 Penalty: 5252.970703
	Iteration 40F: 3 clusters Score -3115109 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 30701 members 
Entering Unmasked Estep 
Score: -3115115.250000 Penalty: 5252.970703
	Iteration 41Q: 3 clusters Score -3115115 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 30680 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -3115117 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 30654 members 
Entering Unmasked Estep 
Score: -3115110.750000 Penalty: 5252.970703
	Iteration 43Q: 3 clusters Score -3115111 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 30627 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -3115118 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 30593 members 
Entering Unmasked Estep 
Score: -3115116.500000 Penalty: 5252.970703
	Iteration 45Q: 3 clusters Score -3115116 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 30558 members 
Entering Unmasked Estep 
Score: -3115112.000000 Penalty: 5252.970703
	Iteration 46Q: 3 clusters Score -3115112 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 30531 members 
Entering Unmasked Estep 
Score: -3115119.750000 Penalty: 5252.970703
	Iteration 47Q: 3 clusters Score -3115120 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 30503 members 
Entering Unmasked Estep 
Score: -3115118.750000 Penalty: 5252.970703
	Iteration 48Q: 3 clusters Score -3115119 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 30483 members 
Entering Unmasked Estep 
Score: -3115119.500000 Penalty: 5252.970703
	Iteration 49Q: 3 clusters Score -3115120 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 30450 members 
Entering Unmasked Estep 
Score: -3115121.750000 Penalty: 5252.970703
	Iteration 50Q: 3 clusters Score -3115122 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 30418 members 
Entering Unmasked Estep 
Score: -3115114.750000 Penalty: 5252.970703
	Iteration 51Q: 3 clusters Score -3115115 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 30397 members 
Entering Unmasked Estep 
Score: -3115112.750000 Penalty: 5252.970703
	Iteration 52Q: 3 clusters Score -3115113 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 30369 members 
Entering Unmasked Estep 
Score: -3115110.750000 Penalty: 5252.970703
	Iteration 53Q: 3 clusters Score -3115111 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 30339 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -3115111 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 30318 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -3115119 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 30302 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -3115114 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 30284 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -3115118 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 30261 members 
Entering Unmasked Estep 
Score: -3115121.000000 Penalty: 5252.970703
	Iteration 58Q: 3 clusters Score -3115121 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 30243 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -3115118 nChanged 24
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Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 30219 members 
Entering Unmasked Estep 
Score: -3115115.500000 Penalty: 5252.970703
	Iteration 60F: 3 clusters Score -3115116 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 30194 members 
Entering Unmasked Estep 
Score: -3115122.750000 Penalty: 5252.970703
	Iteration 61Q: 3 clusters Score -3115123 nChanged 35
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Mstep: Class 1 contains 9601 members 
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Score: -3115127.000000 Penalty: 5252.970703
	Iteration 62Q: 3 clusters Score -3115127 nChanged 28
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Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 30133 members 
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	Iteration 63Q: 3 clusters Score -3115127 nChanged 33
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Mstep: Class 1 contains 9662 members 
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Score: -3115130.250000 Penalty: 5252.970703
	Iteration 64Q: 3 clusters Score -3115130 nChanged 33
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Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 30067 members 
Entering Unmasked Estep 
Score: -3115141.750000 Penalty: 5252.970703
	Iteration 65Q: 3 clusters Score -3115142 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 30038 members 
Entering Unmasked Estep 
Score: -3115135.250000 Penalty: 5252.970703
	Iteration 66Q: 3 clusters Score -3115135 nChanged 34
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Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 30004 members 
Entering Unmasked Estep 
Score: -3115147.750000 Penalty: 5252.970703
	Iteration 67Q: 3 clusters Score -3115148 nChanged 41
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 29963 members 
Entering Unmasked Estep 
Score: -3115150.000000 Penalty: 5252.970703
	Iteration 68Q: 3 clusters Score -3115150 nChanged 38
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Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 29925 members 
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	Iteration 69Q: 3 clusters Score -3115148 nChanged 37
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Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 29890 members 
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Score: -3115144.000000 Penalty: 5252.970703
	Iteration 70Q: 3 clusters Score -3115144 nChanged 35
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Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 29857 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -3115145 nChanged 38
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Mstep: Class 1 contains 9943 members 
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	Iteration 72Q: 3 clusters Score -3115150 nChanged 35
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Mstep: Class 1 contains 9978 members 
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Score: -3115153.000000 Penalty: 5252.970703
	Iteration 73Q: 3 clusters Score -3115153 nChanged 37
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Mstep: Class 1 contains 10015 members 
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	Iteration 74Q: 3 clusters Score -3115155 nChanged 34
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Mstep: Class 1 contains 10049 members 
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Score: -3115149.750000 Penalty: 5252.970703
	Iteration 75Q: 3 clusters Score -3115150 nChanged 45
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Mstep: Class 1 contains 10092 members 
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	Iteration 76Q: 3 clusters Score -3115153 nChanged 41
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Mstep: Class 1 contains 10131 members 
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	Iteration 77Q: 3 clusters Score -3115147 nChanged 38
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Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 29593 members 
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	Iteration 78Q: 3 clusters Score -3115149 nChanged 38
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 29555 members 
Entering Unmasked Estep 
Score: -3115161.250000 Penalty: 5252.970703
	Iteration 79Q: 3 clusters Score -3115161 nChanged 37
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Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 29518 members 
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Score: -3115166.500000 Penalty: 5252.970703
	Iteration 80F: 3 clusters Score -3115166 nChanged 41
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Mstep: Class 1 contains 10281 members 
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	Iteration 81Q: 3 clusters Score -3115167 nChanged 38
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Mstep: Class 1 contains 10319 members 
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	Iteration 82Q: 3 clusters Score -3115166 nChanged 33
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Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 29410 members 
Entering Unmasked Estep 
Score: -3115178.500000 Penalty: 5252.970703
	Iteration 83Q: 3 clusters Score -3115178 nChanged 32
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Mstep: Class 1 contains 10384 members 
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Score: -3115186.750000 Penalty: 5252.970703
	Iteration 84Q: 3 clusters Score -3115187 nChanged 53
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Mstep: Class 1 contains 10437 members 
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	Iteration 85Q: 3 clusters Score -3115185 nChanged 45
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Mstep: Class 1 contains 10482 members 
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	Iteration 86Q: 3 clusters Score -3115183 nChanged 46
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Mstep: Class 1 contains 10528 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -3115186 nChanged 51
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Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 29185 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -3115189 nChanged 54
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Mstep: Class 1 contains 10629 members 
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	Iteration 89Q: 3 clusters Score -3115187 nChanged 51
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Mstep: Class 1 contains 10680 members 
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	Iteration 90Q: 3 clusters Score -3115188 nChanged 46
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Mstep: Class 1 contains 10722 members 
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Entering Unmasked Estep 
Score: -3115195.750000 Penalty: 5252.970703
	Iteration 91Q: 3 clusters Score -3115196 nChanged 38
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Mstep: Class 1 contains 10760 members 
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	Iteration 92Q: 3 clusters Score -3115201 nChanged 42
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Mstep: Class 1 contains 10802 members 
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Score: -3115212.750000 Penalty: 5252.970703
	Iteration 93Q: 3 clusters Score -3115213 nChanged 47
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
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Entering Unmasked Estep 
Score: -3115222.750000 Penalty: 5252.970703
	Iteration 94Q: 3 clusters Score -3115223 nChanged 50
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Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 28871 members 
Entering Unmasked Estep 
Score: -3115226.750000 Penalty: 5252.970703
	Iteration 95Q: 3 clusters Score -3115227 nChanged 44
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Entering Unmasked Estep 
Score: -3115229.750000 Penalty: 5252.970703
	Iteration 96Q: 3 clusters Score -3115230 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 28801 members 
Entering Unmasked Estep 
Score: -3115230.500000 Penalty: 5252.970703
	Iteration 97Q: 3 clusters Score -3115230 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 28763 members 
Entering Unmasked Estep 
Score: -3115231.750000 Penalty: 5252.970703
	Iteration 98Q: 3 clusters Score -3115232 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 28727 members 
Entering Unmasked Estep 
Score: -3115231.000000 Penalty: 5252.970703
	Iteration 99Q: 3 clusters Score -3115231 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 28669 members 
Entering Unmasked Estep 
Score: -3115241.500000 Penalty: 5252.970703
	Iteration 100F: 3 clusters Score -3115242 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 28616 members 
Entering Unmasked Estep 
Score: -3115244.750000 Penalty: 5252.970703
	Iteration 101Q: 3 clusters Score -3115245 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 28578 members 
Entering Unmasked Estep 
Score: -3115252.750000 Penalty: 5252.970703
	Iteration 102Q: 3 clusters Score -3115253 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 28539 members 
Entering Unmasked Estep 
Score: -3115242.250000 Penalty: 5252.970703
	Iteration 103Q: 3 clusters Score -3115242 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 28502 members 
Entering Unmasked Estep 
Score: -3115253.000000 Penalty: 5252.970703
	Iteration 104Q: 3 clusters Score -3115253 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 28475 members 
Entering Unmasked Estep 
Score: -3115256.500000 Penalty: 5252.970703
	Iteration 105Q: 3 clusters Score -3115256 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 28452 members 
Entering Unmasked Estep 
Score: -3115257.750000 Penalty: 5252.970703
	Iteration 106Q: 3 clusters Score -3115258 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 28429 members 
Entering Unmasked Estep 
Score: -3115262.750000 Penalty: 5252.970703
	Iteration 107Q: 3 clusters Score -3115263 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 28406 members 
Entering Unmasked Estep 
Score: -3115261.250000 Penalty: 5252.970703
	Iteration 108Q: 3 clusters Score -3115261 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 28386 members 
Entering Unmasked Estep 
Score: -3115265.750000 Penalty: 5252.970703
	Iteration 109Q: 3 clusters Score -3115266 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 28355 members 
Entering Unmasked Estep 
Score: -3115261.250000 Penalty: 5252.970703
	Iteration 110Q: 3 clusters Score -3115261 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 28326 members 
Entering Unmasked Estep 
Score: -3115267.750000 Penalty: 5252.970703
	Iteration 111Q: 3 clusters Score -3115268 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 28311 members 
Entering Unmasked Estep 
Score: -3115261.750000 Penalty: 5252.970703
	Iteration 112Q: 3 clusters Score -3115262 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 28293 members 
Entering Unmasked Estep 
Score: -3115267.250000 Penalty: 5252.970703
	Iteration 113Q: 3 clusters Score -3115267 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 28277 members 
Entering Unmasked Estep 
Score: -3115271.500000 Penalty: 5252.970703
	Iteration 114Q: 3 clusters Score -3115272 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 28258 members 
Entering Unmasked Estep 
Score: -3115271.250000 Penalty: 5252.970703
	Iteration 115Q: 3 clusters Score -3115271 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 28241 members 
Entering Unmasked Estep 
Score: -3115271.000000 Penalty: 5252.970703
	Iteration 116Q: 3 clusters Score -3115271 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 28229 members 
Entering Unmasked Estep 
Score: -3115267.500000 Penalty: 5252.970703
	Iteration 117Q: 3 clusters Score -3115268 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 28214 members 
Entering Unmasked Estep 
Score: -3115276.750000 Penalty: 5252.970703
	Iteration 118Q: 3 clusters Score -3115277 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 28205 members 
Entering Unmasked Estep 
Score: -3115273.250000 Penalty: 5252.970703
	Iteration 119Q: 3 clusters Score -3115273 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 28196 members 
Entering Unmasked Estep 
Score: -3115281.000000 Penalty: 5252.970703
	Iteration 120F: 3 clusters Score -3115281 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 28189 members 
Entering Unmasked Estep 
Score: -3115276.750000 Penalty: 5252.970703
	Iteration 121Q: 3 clusters Score -3115277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 28185 members 
Entering Unmasked Estep 
Score: -3115279.000000 Penalty: 5252.970703
	Iteration 122Q: 3 clusters Score -3115279 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 28181 members 
Entering Unmasked Estep 
Score: -3115282.500000 Penalty: 5252.970703
	Iteration 123Q: 3 clusters Score -3115282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 28175 members 
Entering Unmasked Estep 
Score: -3115278.250000 Penalty: 5252.970703
	Iteration 124Q: 3 clusters Score -3115278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 28167 members 
Entering Unmasked Estep 
Score: -3115276.000000 Penalty: 5252.970703
	Iteration 125Q: 3 clusters Score -3115276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 28163 members 
Entering Unmasked Estep 
Score: -3115281.250000 Penalty: 5252.970703
	Iteration 126Q: 3 clusters Score -3115281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 28160 members 
Entering Unmasked Estep 
Score: -3115279.750000 Penalty: 5252.970703
	Iteration 127Q: 3 clusters Score -3115280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 28158 members 
Entering Unmasked Estep 
Score: -3115284.500000 Penalty: 5252.970703
	Iteration 128Q: 3 clusters Score -3115284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 28155 members 
Entering Unmasked Estep 
Score: -3115283.500000 Penalty: 5252.970703
	Iteration 129Q: 3 clusters Score -3115284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 28152 members 
Entering Unmasked Estep 
Score: -3115280.500000 Penalty: 5252.970703
	Iteration 130Q: 3 clusters Score -3115280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 28150 members 
Entering Unmasked Estep 
Score: -3115278.750000 Penalty: 5252.970703
	Iteration 131Q: 3 clusters Score -3115279 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 28150 members 
Entering Unmasked Estep 
Score: -3115278.750000 Penalty: 5252.970703
	Iteration 132F: 3 clusters Score -3115279 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (23967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23967 members 
Entering Unmasked Estep 
Score: -1888681.875000 Penalty: 2500.939453
	Iteration 0F: 2 clusters Score -1888682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -1872179.000000 Penalty: 5001.878906
	Iteration 0F: 3 clusters Score -1872179 nChanged 10602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -1878284 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -1879348.250000 Penalty: 5001.878906
	Iteration 2F: 3 clusters Score -1879348 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -1880339.125000 Penalty: 5001.878906
	Iteration 3F: 3 clusters Score -1880339 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -1881228.125000 Penalty: 5001.878906
	Iteration 4F: 3 clusters Score -1881228 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -1882002.250000 Penalty: 5001.878906
	Iteration 5F: 3 clusters Score -1882002 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -1882679.500000 Penalty: 5001.878906
	Iteration 6F: 3 clusters Score -1882680 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -1883268.500000 Penalty: 5001.878906
	Iteration 7Q: 3 clusters Score -1883268 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -1883747.500000 Penalty: 5001.878906
	Iteration 8Q: 3 clusters Score -1883748 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -1884117.500000 Penalty: 5001.878906
	Iteration 9Q: 3 clusters Score -1884118 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -1884418.250000 Penalty: 5001.878906
	Iteration 10Q: 3 clusters Score -1884418 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -1884660.000000 Penalty: 5001.878906
	Iteration 11Q: 3 clusters Score -1884660 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -1884848.625000 Penalty: 5001.878906
	Iteration 12Q: 3 clusters Score -1884849 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15696 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -1884999.625000 Penalty: 5001.878906
	Iteration 13Q: 3 clusters Score -1885000 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -1885136.000000 Penalty: 5001.878906
	Iteration 14Q: 3 clusters Score -1885136 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16176 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1885227.375000 Penalty: 5001.878906
	Iteration 15Q: 3 clusters Score -1885227 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16392 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1885313.125000 Penalty: 5001.878906
	Iteration 16Q: 3 clusters Score -1885313 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16577 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1885385.500000 Penalty: 5001.878906
	Iteration 17Q: 3 clusters Score -1885386 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16745 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1885441.750000 Penalty: 5001.878906
	Iteration 18Q: 3 clusters Score -1885442 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16909 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1885500.250000 Penalty: 5001.878906
	Iteration 19Q: 3 clusters Score -1885500 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1885542.500000 Penalty: 5001.878906
	Iteration 20F: 3 clusters Score -1885542 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17244 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1885581.000000 Penalty: 5001.878906
	Iteration 21Q: 3 clusters Score -1885581 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1885630.125000 Penalty: 5001.878906
	Iteration 22Q: 3 clusters Score -1885630 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1885669.625000 Penalty: 5001.878906
	Iteration 23Q: 3 clusters Score -1885670 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17735 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1885696.125000 Penalty: 5001.878906
	Iteration 24Q: 3 clusters Score -1885696 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17873 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1885723.875000 Penalty: 5001.878906
	Iteration 25Q: 3 clusters Score -1885724 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18013 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1885755.000000 Penalty: 5001.878906
	Iteration 26Q: 3 clusters Score -1885755 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18153 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1885775.000000 Penalty: 5001.878906
	Iteration 27Q: 3 clusters Score -1885775 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18295 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1885804.375000 Penalty: 5001.878906
	Iteration 28Q: 3 clusters Score -1885804 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18416 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1885820.625000 Penalty: 5001.878906
	Iteration 29Q: 3 clusters Score -1885821 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18526 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1885841.000000 Penalty: 5001.878906
	Iteration 30Q: 3 clusters Score -1885841 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18638 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1885869.750000 Penalty: 5001.878906
	Iteration 31Q: 3 clusters Score -1885870 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18765 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1885896.250000 Penalty: 5001.878906
	Iteration 32Q: 3 clusters Score -1885896 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18880 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1885920.625000 Penalty: 5001.878906
	Iteration 33Q: 3 clusters Score -1885921 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18991 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1885943.500000 Penalty: 5001.878906
	Iteration 34Q: 3 clusters Score -1885944 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19100 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1885968.125000 Penalty: 5001.878906
	Iteration 35Q: 3 clusters Score -1885968 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19198 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1885990.750000 Penalty: 5001.878906
	Iteration 36Q: 3 clusters Score -1885991 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19287 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1886005.250000 Penalty: 5001.878906
	Iteration 37Q: 3 clusters Score -1886005 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19378 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1886016.500000 Penalty: 5001.878906
	Iteration 38Q: 3 clusters Score -1886016 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19464 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1886028.500000 Penalty: 5001.878906
	Iteration 39Q: 3 clusters Score -1886028 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19544 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1886047.375000 Penalty: 5001.878906
	Iteration 40F: 3 clusters Score -1886047 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19646 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1886068.250000 Penalty: 5001.878906
	Iteration 41Q: 3 clusters Score -1886068 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19733 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1886088.750000 Penalty: 5001.878906
	Iteration 42Q: 3 clusters Score -1886089 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19813 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1886106.250000 Penalty: 5001.878906
	Iteration 43Q: 3 clusters Score -1886106 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19887 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1886126.875000 Penalty: 5001.878906
	Iteration 44Q: 3 clusters Score -1886127 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19949 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1886138.625000 Penalty: 5001.878906
	Iteration 45Q: 3 clusters Score -1886139 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20012 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1886145.250000 Penalty: 5001.878906
	Iteration 46Q: 3 clusters Score -1886145 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20072 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1886154.375000 Penalty: 5001.878906
	Iteration 47Q: 3 clusters Score -1886154 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20134 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1886172.000000 Penalty: 5001.878906
	Iteration 48Q: 3 clusters Score -1886172 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20179 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1886180.750000 Penalty: 5001.878906
	Iteration 49Q: 3 clusters Score -1886181 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20221 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1886187.875000 Penalty: 5001.878906
	Iteration 50Q: 3 clusters Score -1886188 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20265 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1886200.625000 Penalty: 5001.878906
	Iteration 51Q: 3 clusters Score -1886201 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20301 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1886208.875000 Penalty: 5001.878906
	Iteration 52Q: 3 clusters Score -1886209 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20338 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1886211.875000 Penalty: 5001.878906
	Iteration 53Q: 3 clusters Score -1886212 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20369 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1886219.750000 Penalty: 5001.878906
	Iteration 54Q: 3 clusters Score -1886220 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20405 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1886220.500000 Penalty: 5001.878906
	Iteration 55Q: 3 clusters Score -1886220 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20450 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1886232 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20495 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1886242 nChanged 43
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Mstep: Class 1 contains 20536 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1886249 nChanged 43
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Mstep: Class 1 contains 20579 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1886249 nChanged 34
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Mstep: Class 1 contains 20613 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1886262 nChanged 32
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20641 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1886262 nChanged 24
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Mstep: Class 1 contains 20665 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 20687 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1886271 nChanged 26
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Mstep: Class 1 contains 20711 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1886271 nChanged 18
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Mstep: Class 1 contains 20727 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1886274 nChanged 20
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Mstep: Class 1 contains 20743 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1886276 nChanged 24
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Mstep: Class 1 contains 20767 members 
Mstep: Class 2 contains 3200 members 
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	Iteration 67Q: 3 clusters Score -1886279 nChanged 23
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Mstep: Class 1 contains 20788 members 
Mstep: Class 2 contains 3179 members 
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	Iteration 68Q: 3 clusters Score -1886286 nChanged 28
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Mstep: Class 1 contains 20810 members 
Mstep: Class 2 contains 3157 members 
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	Iteration 69Q: 3 clusters Score -1886290 nChanged 18
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Mstep: Class 1 contains 20828 members 
Mstep: Class 2 contains 3139 members 
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	Iteration 70Q: 3 clusters Score -1886297 nChanged 18
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Mstep: Class 1 contains 20842 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1886298 nChanged 11
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Mstep: Class 1 contains 20853 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1886300 nChanged 11
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Mstep: Class 1 contains 20860 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1886304 nChanged 11
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Mstep: Class 1 contains 20871 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1886305 nChanged 18
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Mstep: Class 1 contains 20887 members 
Mstep: Class 2 contains 3080 members 
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	Iteration 75Q: 3 clusters Score -1886304 nChanged 16
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Mstep: Class 1 contains 20903 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1886312 nChanged 16
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Mstep: Class 1 contains 20917 members 
Mstep: Class 2 contains 3050 members 
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	Iteration 77Q: 3 clusters Score -1886309 nChanged 19
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Mstep: Class 1 contains 20934 members 
Mstep: Class 2 contains 3033 members 
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	Iteration 78Q: 3 clusters Score -1886317 nChanged 18
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Mstep: Class 1 contains 20950 members 
Mstep: Class 2 contains 3017 members 
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	Iteration 79Q: 3 clusters Score -1886317 nChanged 12
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20962 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1886321.625000 Penalty: 5001.878906
	Iteration 80F: 3 clusters Score -1886322 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20973 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1886319 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20981 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1886322 nChanged 9
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Mstep: Class 1 contains 20990 members 
Mstep: Class 2 contains 2977 members 
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	Iteration 83Q: 3 clusters Score -1886328 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20996 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1886326 nChanged 9
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Mstep: Class 1 contains 21005 members 
Mstep: Class 2 contains 2962 members 
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	Iteration 85Q: 3 clusters Score -1886325 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21014 members 
Mstep: Class 2 contains 2953 members 
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	Iteration 86Q: 3 clusters Score -1886324 nChanged 12
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21026 members 
Mstep: Class 2 contains 2941 members 
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	Iteration 87Q: 3 clusters Score -1886326 nChanged 12
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Mstep: Class 1 contains 21036 members 
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	Iteration 88Q: 3 clusters Score -1886332 nChanged 7
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Mstep: Class 1 contains 21043 members 
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	Iteration 89Q: 3 clusters Score -1886332 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21048 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1886331 nChanged 5
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Mstep: Class 1 contains 21053 members 
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	Iteration 91Q: 3 clusters Score -1886332 nChanged 4
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Mstep: Class 1 contains 21057 members 
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	Iteration 92Q: 3 clusters Score -1886334 nChanged 4
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Mstep: Class 1 contains 21061 members 
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	Iteration 93Q: 3 clusters Score -1886334 nChanged 2
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Mstep: Class 1 contains 21063 members 
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	Iteration 94Q: 3 clusters Score -1886335 nChanged 2
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Mstep: Class 1 contains 21065 members 
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	Iteration 95Q: 3 clusters Score -1886341 nChanged 3
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21068 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1886339 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21075 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1886340 nChanged 10
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Mstep: Class 1 contains 21085 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1886340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21091 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1886343 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21095 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -1886341 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21102 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1886341 nChanged 4
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Mstep: Class 1 contains 21106 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1886340 nChanged 2
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Mstep: Class 1 contains 21106 members 
Mstep: Class 2 contains 2861 members 
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	Iteration 103Q: 3 clusters Score -1886342 nChanged 4
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Mstep: Class 1 contains 21110 members 
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	Iteration 104Q: 3 clusters Score -1886340 nChanged 1
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Mstep: Class 1 contains 21111 members 
Mstep: Class 2 contains 2856 members 
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	Iteration 105Q: 3 clusters Score -1886342 nChanged 3
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Mstep: Class 1 contains 21114 members 
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	Iteration 106Q: 3 clusters Score -1886340 nChanged 4
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Mstep: Class 1 contains 21118 members 
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	Iteration 107Q: 3 clusters Score -1886342 nChanged 5
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Mstep: Class 1 contains 21123 members 
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	Iteration 108Q: 3 clusters Score -1886340 nChanged 6
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1886343 nChanged 5
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Mstep: Class 1 contains 21130 members 
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	Iteration 110Q: 3 clusters Score -1886342 nChanged 5
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Mstep: Class 1 contains 21135 members 
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	Iteration 111Q: 3 clusters Score -1886344 nChanged 6
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Mstep: Class 1 contains 21141 members 
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	Iteration 112Q: 3 clusters Score -1886346 nChanged 6
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Mstep: Class 1 contains 21147 members 
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	Iteration 113Q: 3 clusters Score -1886348 nChanged 6
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	Iteration 114Q: 3 clusters Score -1886349 nChanged 12
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	Iteration 115Q: 3 clusters Score -1886351 nChanged 7
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Mstep: Class 1 contains 21172 members 
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	Iteration 116Q: 3 clusters Score -1886353 nChanged 12
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Mstep: Class 1 contains 21184 members 
Mstep: Class 2 contains 2783 members 
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	Iteration 117Q: 3 clusters Score -1886355 nChanged 19
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Mstep: Class 1 contains 21203 members 
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	Iteration 118Q: 3 clusters Score -1886359 nChanged 9
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Mstep: Class 1 contains 21212 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -1886360 nChanged 6
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Mstep: Class 1 contains 21218 members 
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	Iteration 120F: 3 clusters Score -1886364 nChanged 7
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Mstep: Class 1 contains 21223 members 
Mstep: Class 2 contains 2744 members 
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	Iteration 121Q: 3 clusters Score -1886366 nChanged 10
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Mstep: Class 1 contains 21233 members 
Mstep: Class 2 contains 2734 members 
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	Iteration 122Q: 3 clusters Score -1886367 nChanged 9
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Mstep: Class 1 contains 21242 members 
Mstep: Class 2 contains 2725 members 
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	Iteration 123Q: 3 clusters Score -1886367 nChanged 10
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Mstep: Class 1 contains 21252 members 
Mstep: Class 2 contains 2715 members 
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	Iteration 124Q: 3 clusters Score -1886368 nChanged 8
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Mstep: Class 1 contains 21260 members 
Mstep: Class 2 contains 2707 members 
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	Iteration 125Q: 3 clusters Score -1886369 nChanged 13
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Mstep: Class 1 contains 21273 members 
Mstep: Class 2 contains 2694 members 
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	Iteration 126Q: 3 clusters Score -1886367 nChanged 9
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Mstep: Class 1 contains 21282 members 
Mstep: Class 2 contains 2685 members 
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	Iteration 127Q: 3 clusters Score -1886368 nChanged 14
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Mstep: Class 1 contains 21294 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -1886373 nChanged 14
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Mstep: Class 1 contains 21306 members 
Mstep: Class 2 contains 2661 members 
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	Iteration 129Q: 3 clusters Score -1886376 nChanged 9
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Mstep: Class 1 contains 21313 members 
Mstep: Class 2 contains 2654 members 
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	Iteration 130Q: 3 clusters Score -1886374 nChanged 9
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Mstep: Class 1 contains 21322 members 
Mstep: Class 2 contains 2645 members 
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	Iteration 131Q: 3 clusters Score -1886371 nChanged 16
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	Iteration 132Q: 3 clusters Score -1886378 nChanged 18
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	Iteration 133Q: 3 clusters Score -1886387 nChanged 16
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	Iteration 134Q: 3 clusters Score -1886386 nChanged 13
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	Iteration 135Q: 3 clusters Score -1886387 nChanged 18
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	Iteration 136Q: 3 clusters Score -1886395 nChanged 19
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	Iteration 137Q: 3 clusters Score -1886399 nChanged 14
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Mstep: Class 1 contains 21428 members 
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	Iteration 138Q: 3 clusters Score -1886396 nChanged 12
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	Iteration 139Q: 3 clusters Score -1886395 nChanged 9
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	Iteration 140F: 3 clusters Score -1886395 nChanged 14
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	Iteration 141Q: 3 clusters Score -1886393 nChanged 12
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	Iteration 142Q: 3 clusters Score -1886395 nChanged 10
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	Iteration 143Q: 3 clusters Score -1886394 nChanged 8
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	Iteration 144Q: 3 clusters Score -1886399 nChanged 7
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	Iteration 145Q: 3 clusters Score -1886403 nChanged 7
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	Iteration 146Q: 3 clusters Score -1886402 nChanged 9
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	Iteration 147Q: 3 clusters Score -1886405 nChanged 8
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	Iteration 148Q: 3 clusters Score -1886407 nChanged 7
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	Iteration 149Q: 3 clusters Score -1886404 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21541 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1886412.750000 Penalty: 5001.878906
	Iteration 150Q: 3 clusters Score -1886413 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21558 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -1886414.000000 Penalty: 5001.878906
	Iteration 151Q: 3 clusters Score -1886414 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21572 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1886418.750000 Penalty: 5001.878906
	Iteration 152Q: 3 clusters Score -1886419 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21587 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1886426.875000 Penalty: 5001.878906
	Iteration 153Q: 3 clusters Score -1886427 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21602 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1886427.125000 Penalty: 5001.878906
	Iteration 154Q: 3 clusters Score -1886427 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21615 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1886428.000000 Penalty: 5001.878906
	Iteration 155Q: 3 clusters Score -1886428 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21630 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1886433.875000 Penalty: 5001.878906
	Iteration 156Q: 3 clusters Score -1886434 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21640 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1886440.875000 Penalty: 5001.878906
	Iteration 157Q: 3 clusters Score -1886441 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21659 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1886442.375000 Penalty: 5001.878906
	Iteration 158Q: 3 clusters Score -1886442 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1886443.000000 Penalty: 5001.878906
	Iteration 159Q: 3 clusters Score -1886443 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21686 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1886448.750000 Penalty: 5001.878906
	Iteration 160F: 3 clusters Score -1886449 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21702 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1886454.000000 Penalty: 5001.878906
	Iteration 161Q: 3 clusters Score -1886454 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1886458.000000 Penalty: 5001.878906
	Iteration 162Q: 3 clusters Score -1886458 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21740 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1886461.500000 Penalty: 5001.878906
	Iteration 163Q: 3 clusters Score -1886462 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21756 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1886459.375000 Penalty: 5001.878906
	Iteration 164Q: 3 clusters Score -1886459 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21774 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1886469.000000 Penalty: 5001.878906
	Iteration 165Q: 3 clusters Score -1886469 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21796 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1886468.250000 Penalty: 5001.878906
	Iteration 166Q: 3 clusters Score -1886468 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21816 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1886474.250000 Penalty: 5001.878906
	Iteration 167Q: 3 clusters Score -1886474 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21841 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1886482.375000 Penalty: 5001.878906
	Iteration 168Q: 3 clusters Score -1886482 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21854 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1886481.625000 Penalty: 5001.878906
	Iteration 169Q: 3 clusters Score -1886482 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21873 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1886489.875000 Penalty: 5001.878906
	Iteration 170Q: 3 clusters Score -1886490 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21889 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1886496.375000 Penalty: 5001.878906
	Iteration 171Q: 3 clusters Score -1886496 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21901 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1886498.500000 Penalty: 5001.878906
	Iteration 172Q: 3 clusters Score -1886498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21908 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1886497.250000 Penalty: 5001.878906
	Iteration 173Q: 3 clusters Score -1886497 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21916 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1886501.625000 Penalty: 5001.878906
	Iteration 174Q: 3 clusters Score -1886502 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21929 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1886507.625000 Penalty: 5001.878906
	Iteration 175Q: 3 clusters Score -1886508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21938 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1886506.125000 Penalty: 5001.878906
	Iteration 176Q: 3 clusters Score -1886506 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21946 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1886504.875000 Penalty: 5001.878906
	Iteration 177Q: 3 clusters Score -1886505 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21955 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1886510.125000 Penalty: 5001.878906
	Iteration 178Q: 3 clusters Score -1886510 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21972 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1886510.000000 Penalty: 5001.878906
	Iteration 179Q: 3 clusters Score -1886510 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21987 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1886515.500000 Penalty: 5001.878906
	Iteration 180F: 3 clusters Score -1886516 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22000 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1886515.375000 Penalty: 5001.878906
	Iteration 181Q: 3 clusters Score -1886515 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22005 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1886514.625000 Penalty: 5001.878906
	Iteration 182Q: 3 clusters Score -1886515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22008 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1886514.375000 Penalty: 5001.878906
	Iteration 183Q: 3 clusters Score -1886514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22010 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1886516.250000 Penalty: 5001.878906
	Iteration 184Q: 3 clusters Score -1886516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22014 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1886517.125000 Penalty: 5001.878906
	Iteration 185Q: 3 clusters Score -1886517 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22018 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1886519.375000 Penalty: 5001.878906
	Iteration 186Q: 3 clusters Score -1886519 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22023 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1886519.000000 Penalty: 5001.878906
	Iteration 187Q: 3 clusters Score -1886519 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22027 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1886520.375000 Penalty: 5001.878906
	Iteration 188Q: 3 clusters Score -1886520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22032 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1886521.125000 Penalty: 5001.878906
	Iteration 189Q: 3 clusters Score -1886521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22035 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1886522.625000 Penalty: 5001.878906
	Iteration 190Q: 3 clusters Score -1886523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22037 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1886520.250000 Penalty: 5001.878906
	Iteration 191Q: 3 clusters Score -1886520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22038 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1886521.125000 Penalty: 5001.878906
	Iteration 192Q: 3 clusters Score -1886521 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22038 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1886521.125000 Penalty: 5001.878906
	Iteration 193F: 3 clusters Score -1886521 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Entering Unmasked Estep 
Score: -461816.281250 Penalty: 2167.881104
	Iteration 0F: 2 clusters Score -461816.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -456547.031250 Penalty: 4335.762207
	Iteration 0F: 3 clusters Score -456547 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -457938.437500 Penalty: 4335.762207
	Iteration 1F: 3 clusters Score -457938.4 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -458310.312500 Penalty: 4335.762207
	Iteration 2F: 3 clusters Score -458310.3 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -458715.562500 Penalty: 4335.762207
	Iteration 3F: 3 clusters Score -458715.6 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -459184.218750 Penalty: 4335.762207
	Iteration 4F: 3 clusters Score -459184.2 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -459607.343750 Penalty: 4335.762207
	Iteration 5F: 3 clusters Score -459607.3 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -459970.250000 Penalty: 4335.762207
	Iteration 6F: 3 clusters Score -459970.2 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -460279.625000 Penalty: 4335.762207
	Iteration 7F: 3 clusters Score -460279.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -460536.781250 Penalty: 4335.762207
	Iteration 8Q: 3 clusters Score -460536.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -460709.562500 Penalty: 4335.762207
	Iteration 9Q: 3 clusters Score -460709.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -460805.000000 Penalty: 4335.762207
	Iteration 10Q: 3 clusters Score -460805 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -460850.093750 Penalty: 4335.762207
	Iteration 11Q: 3 clusters Score -460850.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -460875.875000 Penalty: 4335.762207
	Iteration 12Q: 3 clusters Score -460875.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -460896.343750 Penalty: 4335.762207
	Iteration 13Q: 3 clusters Score -460896.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -460910.843750 Penalty: 4335.762207
	Iteration 14Q: 3 clusters Score -460910.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -460929.781250 Penalty: 4335.762207
	Iteration 15Q: 3 clusters Score -460929.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -460943.875000 Penalty: 4335.762207
	Iteration 16Q: 3 clusters Score -460943.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -460949.843750 Penalty: 4335.762207
	Iteration 17Q: 3 clusters Score -460949.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -460955.312500 Penalty: 4335.762207
	Iteration 18Q: 3 clusters Score -460955.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -460959.531250 Penalty: 4335.762207
	Iteration 19Q: 3 clusters Score -460959.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -460961.031250 Penalty: 4335.762207
	Iteration 20F: 3 clusters Score -460961 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -460968.781250 Penalty: 4335.762207
	Iteration 21Q: 3 clusters Score -460968.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -460976.156250 Penalty: 4335.762207
	Iteration 22Q: 3 clusters Score -460976.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -460983.031250 Penalty: 4335.762207
	Iteration 23Q: 3 clusters Score -460983 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -460986.625000 Penalty: 4335.762207
	Iteration 24Q: 3 clusters Score -460986.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -460991.812500 Penalty: 4335.762207
	Iteration 25Q: 3 clusters Score -460991.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -460999.562500 Penalty: 4335.762207
	Iteration 26Q: 3 clusters Score -460999.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -461003.562500 Penalty: 4335.762207
	Iteration 27Q: 3 clusters Score -461003.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -461006.531250 Penalty: 4335.762207
	Iteration 28Q: 3 clusters Score -461006.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -461007.875000 Penalty: 4335.762207
	Iteration 29Q: 3 clusters Score -461007.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -461008.531250 Penalty: 4335.762207
	Iteration 30Q: 3 clusters Score -461008.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -461010.781250 Penalty: 4335.762207
	Iteration 31Q: 3 clusters Score -461010.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -461012.312500 Penalty: 4335.762207
	Iteration 32Q: 3 clusters Score -461012.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -461013.406250 Penalty: 4335.762207
	Iteration 33Q: 3 clusters Score -461013.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -461013.593750 Penalty: 4335.762207
	Iteration 34Q: 3 clusters Score -461013.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -461014.531250 Penalty: 4335.762207
	Iteration 35Q: 3 clusters Score -461014.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -461016.218750 Penalty: 4335.762207
	Iteration 36Q: 3 clusters Score -461016.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -461017.406250 Penalty: 4335.762207
	Iteration 37Q: 3 clusters Score -461017.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -461017.906250 Penalty: 4335.762207
	Iteration 38Q: 3 clusters Score -461017.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -461019.093750 Penalty: 4335.762207
	Iteration 39Q: 3 clusters Score -461019.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -461019.562500 Penalty: 4335.762207
	Iteration 40F: 3 clusters Score -461019.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -461020.687500 Penalty: 4335.762207
	Iteration 41Q: 3 clusters Score -461020.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -461021.125000 Penalty: 4335.762207
	Iteration 42Q: 3 clusters Score -461021.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -461022.187500 Penalty: 4335.762207
	Iteration 43Q: 3 clusters Score -461022.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -461022.187500 Penalty: 4335.762207
	Iteration 44F: 3 clusters Score -461022.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Entering Unmasked Estep 
Score: -313819.187500 Penalty: 2059.207764
	Iteration 0F: 2 clusters Score -313819.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -309903.031250 Penalty: 4118.415527
	Iteration 0F: 3 clusters Score -309903 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -310801.656250 Penalty: 4118.415527
	Iteration 1F: 3 clusters Score -310801.7 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -310983.375000 Penalty: 4118.415527
	Iteration 2F: 3 clusters Score -310983.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -311097.187500 Penalty: 4118.415527
	Iteration 3Q: 3 clusters Score -311097.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -311150.968750 Penalty: 4118.415527
	Iteration 4Q: 3 clusters Score -311151 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -311191.781250 Penalty: 4118.415527
	Iteration 5Q: 3 clusters Score -311191.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -311228.906250 Penalty: 4118.415527
	Iteration 6Q: 3 clusters Score -311228.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -311270.187500 Penalty: 4118.415527
	Iteration 7Q: 3 clusters Score -311270.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -311308.343750 Penalty: 4118.415527
	Iteration 8Q: 3 clusters Score -311308.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -311336.750000 Penalty: 4118.415527
	Iteration 9Q: 3 clusters Score -311336.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -311359.250000 Penalty: 4118.415527
	Iteration 10Q: 3 clusters Score -311359.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -311382.500000 Penalty: 4118.415527
	Iteration 11Q: 3 clusters Score -311382.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -311412.343750 Penalty: 4118.415527
	Iteration 12Q: 3 clusters Score -311412.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -311449.531250 Penalty: 4118.415527
	Iteration 13Q: 3 clusters Score -311449.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -311481.968750 Penalty: 4118.415527
	Iteration 14Q: 3 clusters Score -311482 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -311521.468750 Penalty: 4118.415527
	Iteration 15Q: 3 clusters Score -311521.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -311560.875000 Penalty: 4118.415527
	Iteration 16Q: 3 clusters Score -311560.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -311593.218750 Penalty: 4118.415527
	Iteration 17Q: 3 clusters Score -311593.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -311622.031250 Penalty: 4118.415527
	Iteration 18Q: 3 clusters Score -311622 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -311651.687500 Penalty: 4118.415527
	Iteration 19Q: 3 clusters Score -311651.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -311674.593750 Penalty: 4118.415527
	Iteration 20F: 3 clusters Score -311674.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -311698.906250 Penalty: 4118.415527
	Iteration 21Q: 3 clusters Score -311698.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -311733.468750 Penalty: 4118.415527
	Iteration 22Q: 3 clusters Score -311733.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -311757.187500 Penalty: 4118.415527
	Iteration 23Q: 3 clusters Score -311757.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -311778.093750 Penalty: 4118.415527
	Iteration 24Q: 3 clusters Score -311778.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -311796.750000 Penalty: 4118.415527
	Iteration 25Q: 3 clusters Score -311796.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -311815.781250 Penalty: 4118.415527
	Iteration 26Q: 3 clusters Score -311815.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -311833.656250 Penalty: 4118.415527
	Iteration 27Q: 3 clusters Score -311833.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -311847.656250 Penalty: 4118.415527
	Iteration 28Q: 3 clusters Score -311847.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -311858.125000 Penalty: 4118.415527
	Iteration 29Q: 3 clusters Score -311858.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -311870.125000 Penalty: 4118.415527
	Iteration 30Q: 3 clusters Score -311870.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -311881.187500 Penalty: 4118.415527
	Iteration 31Q: 3 clusters Score -311881.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -311888.718750 Penalty: 4118.415527
	Iteration 32Q: 3 clusters Score -311888.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -311894.000000 Penalty: 4118.415527
	Iteration 33Q: 3 clusters Score -311894 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -311902.562500 Penalty: 4118.415527
	Iteration 34Q: 3 clusters Score -311902.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -311910.062500 Penalty: 4118.415527
	Iteration 35Q: 3 clusters Score -311910.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -311919.625000 Penalty: 4118.415527
	Iteration 36Q: 3 clusters Score -311919.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -311929.687500 Penalty: 4118.415527
	Iteration 37Q: 3 clusters Score -311929.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -311941.218750 Penalty: 4118.415527
	Iteration 38Q: 3 clusters Score -311941.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -311954.125000 Penalty: 4118.415527
	Iteration 39Q: 3 clusters Score -311954.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -311966.843750 Penalty: 4118.415527
	Iteration 40F: 3 clusters Score -311966.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -311979.375000 Penalty: 4118.415527
	Iteration 41Q: 3 clusters Score -311979.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -311985.687500 Penalty: 4118.415527
	Iteration 42Q: 3 clusters Score -311985.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -311988.468750 Penalty: 4118.415527
	Iteration 43Q: 3 clusters Score -311988.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -311993.468750 Penalty: 4118.415527
	Iteration 44Q: 3 clusters Score -311993.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -311997.281250 Penalty: 4118.415527
	Iteration 45Q: 3 clusters Score -311997.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -312002.218750 Penalty: 4118.415527
	Iteration 46Q: 3 clusters Score -312002.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -312005.531250 Penalty: 4118.415527
	Iteration 47Q: 3 clusters Score -312005.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -312008.281250 Penalty: 4118.415527
	Iteration 48Q: 3 clusters Score -312008.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -312014.000000 Penalty: 4118.415527
	Iteration 49Q: 3 clusters Score -312014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -312017.625000 Penalty: 4118.415527
	Iteration 50Q: 3 clusters Score -312017.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -312019.906250 Penalty: 4118.415527
	Iteration 51Q: 3 clusters Score -312019.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -312021.468750 Penalty: 4118.415527
	Iteration 52Q: 3 clusters Score -312021.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -312022.468750 Penalty: 4118.415527
	Iteration 53Q: 3 clusters Score -312022.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -312022.468750 Penalty: 4118.415527
	Iteration 54F: 3 clusters Score -312022.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (77063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77063 members 
Entering Unmasked Estep 
Score: -6254606.500000 Penalty: 2790.589844
	Iteration 0F: 2 clusters Score -6254606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38656 members 
Mstep: Class 2 contains 38407 members 
Entering Unmasked Estep 
Score: -6202919.500000 Penalty: 5581.179688
	Iteration 0F: 3 clusters Score -6202920 nChanged 36202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40288 members 
Mstep: Class 2 contains 36775 members 
Entering Unmasked Estep 
Score: -6223295.000000 Penalty: 5581.179688
	Iteration 1F: 3 clusters Score -6223295 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41468 members 
Mstep: Class 2 contains 35595 members 
Entering Unmasked Estep 
Score: -6224352.000000 Penalty: 5581.179688
	Iteration 2Q: 3 clusters Score -6224352 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43338 members 
Mstep: Class 2 contains 33725 members 
Entering Unmasked Estep 
Score: -6225716.000000 Penalty: 5581.179688
	Iteration 3Q: 3 clusters Score -6225716 nChanged 4286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46100 members 
Mstep: Class 2 contains 30963 members 
Entering Unmasked Estep 
Score: -6227910.000000 Penalty: 5581.179688
	Iteration 4F: 3 clusters Score -6227910 nChanged 5163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49975 members 
Mstep: Class 2 contains 27088 members 
Entering Unmasked Estep 
Score: -6231194.000000 Penalty: 5581.179688
	Iteration 5F: 3 clusters Score -6231194 nChanged 5994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54861 members 
Mstep: Class 2 contains 22202 members 
Entering Unmasked Estep 
Score: -6235661.500000 Penalty: 5581.179688
	Iteration 6F: 3 clusters Score -6235662 nChanged 6023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60048 members 
Mstep: Class 2 contains 17015 members 
Entering Unmasked Estep 
Score: -6240637.000000 Penalty: 5581.179688
	Iteration 7F: 3 clusters Score -6240637 nChanged 5084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64618 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -6245007.000000 Penalty: 5581.179688
	Iteration 8F: 3 clusters Score -6245007 nChanged 3709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68039 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -6247975.000000 Penalty: 5581.179688
	Iteration 9Q: 3 clusters Score -6247975 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70327 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -6249768.000000 Penalty: 5581.179688
	Iteration 10Q: 3 clusters Score -6249768 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71806 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -6250805.500000 Penalty: 5581.179688
	Iteration 11Q: 3 clusters Score -6250806 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72767 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -6251470.500000 Penalty: 5581.179688
	Iteration 12Q: 3 clusters Score -6251470 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73421 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -6251903.000000 Penalty: 5581.179688
	Iteration 13Q: 3 clusters Score -6251903 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73853 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -6252144.500000 Penalty: 5581.179688
	Iteration 14Q: 3 clusters Score -6252144 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74151 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -6252285.500000 Penalty: 5581.179688
	Iteration 15Q: 3 clusters Score -6252286 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74365 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -6252373.500000 Penalty: 5581.179688
	Iteration 16Q: 3 clusters Score -6252374 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74523 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -6252448.500000 Penalty: 5581.179688
	Iteration 17Q: 3 clusters Score -6252448 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74659 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -6252496.000000 Penalty: 5581.179688
	Iteration 18Q: 3 clusters Score -6252496 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74783 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -6252522.500000 Penalty: 5581.179688
	Iteration 19Q: 3 clusters Score -6252522 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74873 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -6252556.500000 Penalty: 5581.179688
	Iteration 20F: 3 clusters Score -6252556 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74943 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -6252564.500000 Penalty: 5581.179688
	Iteration 21Q: 3 clusters Score -6252564 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75013 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -6252588.000000 Penalty: 5581.179688
	Iteration 22Q: 3 clusters Score -6252588 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75070 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -6252604.000000 Penalty: 5581.179688
	Iteration 23Q: 3 clusters Score -6252604 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75119 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -6252611.000000 Penalty: 5581.179688
	Iteration 24Q: 3 clusters Score -6252611 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75163 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -6252633.000000 Penalty: 5581.179688
	Iteration 25Q: 3 clusters Score -6252633 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75198 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -6252645.000000 Penalty: 5581.179688
	Iteration 26Q: 3 clusters Score -6252645 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75235 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -6252648.500000 Penalty: 5581.179688
	Iteration 27Q: 3 clusters Score -6252648 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75264 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -6252665.500000 Penalty: 5581.179688
	Iteration 28Q: 3 clusters Score -6252666 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75278 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -6252665.000000 Penalty: 5581.179688
	Iteration 29Q: 3 clusters Score -6252665 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75288 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -6252667.500000 Penalty: 5581.179688
	Iteration 30Q: 3 clusters Score -6252668 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75298 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -6252666.500000 Penalty: 5581.179688
	Iteration 31Q: 3 clusters Score -6252666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75303 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -6252668.000000 Penalty: 5581.179688
	Iteration 32Q: 3 clusters Score -6252668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75310 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -6252674.000000 Penalty: 5581.179688
	Iteration 33Q: 3 clusters Score -6252674 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75319 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -6252671.500000 Penalty: 5581.179688
	Iteration 34Q: 3 clusters Score -6252672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75323 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -6252667.000000 Penalty: 5581.179688
	Iteration 35Q: 3 clusters Score -6252667 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75330 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -6252663.000000 Penalty: 5581.179688
	Iteration 36Q: 3 clusters Score -6252663 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75334 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -6252667.000000 Penalty: 5581.179688
	Iteration 37Q: 3 clusters Score -6252667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75338 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -6252669.000000 Penalty: 5581.179688
	Iteration 38Q: 3 clusters Score -6252669 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75338 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -6252669.000000 Penalty: 5581.179688
	Iteration 39F: 3 clusters Score -6252669 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Entering Unmasked Estep 
Score: -293230.656250 Penalty: 2088.547607
	Iteration 0F: 2 clusters Score -293230.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -289062.937500 Penalty: 4177.095215
	Iteration 0F: 3 clusters Score -289062.9 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -290323.656250 Penalty: 4177.095215
	Iteration 1F: 3 clusters Score -290323.7 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -290812.500000 Penalty: 4177.095215
	Iteration 2F: 3 clusters Score -290812.5 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -291240.468750 Penalty: 4177.095215
	Iteration 3F: 3 clusters Score -291240.5 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -291693.406250 Penalty: 4177.095215
	Iteration 4F: 3 clusters Score -291693.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -292046.593750 Penalty: 4177.095215
	Iteration 5F: 3 clusters Score -292046.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -292306.000000 Penalty: 4177.095215
	Iteration 6F: 3 clusters Score -292306 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -292512.218750 Penalty: 4177.095215
	Iteration 7Q: 3 clusters Score -292512.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -292682.968750 Penalty: 4177.095215
	Iteration 8Q: 3 clusters Score -292683 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -292840.531250 Penalty: 4177.095215
	Iteration 9Q: 3 clusters Score -292840.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -292946.812500 Penalty: 4177.095215
	Iteration 10Q: 3 clusters Score -292946.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -293025.000000 Penalty: 4177.095215
	Iteration 11Q: 3 clusters Score -293025 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -293095.750000 Penalty: 4177.095215
	Iteration 12Q: 3 clusters Score -293095.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -293150.312500 Penalty: 4177.095215
	Iteration 13Q: 3 clusters Score -293150.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -293188.718750 Penalty: 4177.095215
	Iteration 14Q: 3 clusters Score -293188.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -293216.125000 Penalty: 4177.095215
	Iteration 15Q: 3 clusters Score -293216.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -293233.250000 Penalty: 4177.095215
	Iteration 16Q: 3 clusters Score -293233.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -293246.875000 Penalty: 4177.095215
	Iteration 17Q: 3 clusters Score -293246.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -293257.437500 Penalty: 4177.095215
	Iteration 18Q: 3 clusters Score -293257.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -293266.375000 Penalty: 4177.095215
	Iteration 19Q: 3 clusters Score -293266.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -293276.687500 Penalty: 4177.095215
	Iteration 20F: 3 clusters Score -293276.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -293281.906250 Penalty: 4177.095215
	Iteration 21Q: 3 clusters Score -293281.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -293287.781250 Penalty: 4177.095215
	Iteration 22Q: 3 clusters Score -293287.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -293294.187500 Penalty: 4177.095215
	Iteration 23Q: 3 clusters Score -293294.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -293297.906250 Penalty: 4177.095215
	Iteration 24Q: 3 clusters Score -293297.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -293300.781250 Penalty: 4177.095215
	Iteration 25Q: 3 clusters Score -293300.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -293304.687500 Penalty: 4177.095215
	Iteration 26Q: 3 clusters Score -293304.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -293306.312500 Penalty: 4177.095215
	Iteration 27Q: 3 clusters Score -293306.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -293306.750000 Penalty: 4177.095215
	Iteration 28Q: 3 clusters Score -293306.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -293306.750000 Penalty: 4177.095215
	Iteration 29F: 3 clusters Score -293306.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8425 members 
Mstep: Class 4 contains 3243 members 
Mstep: Class 5 contains 17369 members 
Mstep: Class 6 contains 28379 members 
Mstep: Class 7 contains 19099 members 
Mstep: Class 8 contains 6520 members 
Mstep: Class 9 contains 60306 members 
Mstep: Class 10 contains 70282 members 
Mstep: Class 11 contains 6060 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14320 members 
Mstep: Class 14 contains 4791 members 
Mstep: Class 15 contains 7830 members 
Mstep: Class 16 contains 6145 members 
Mstep: Class 17 contains 153504 members 
Mstep: Class 18 contains 7439 members 
Mstep: Class 19 contains 39762 members 
Mstep: Class 20 contains 23967 members 
Mstep: Class 21 contains 6257 members 
Mstep: Class 22 contains 4037 members 
Mstep: Class 23 contains 77063 members 
Mstep: Class 24 contains 2712 members 
Mstep: Class 25 contains 5000 members 
Mstep: Class 26 contains 64112 members 
Mstep: Class 27 contains 4508 members 
Mstep: Class 28 contains 120052 members 
Mstep: Class 29 contains 13739 members 
Mstep: Class 30 contains 44781 members 
Mstep: Class 31 contains 26402 members 
Mstep: Class 32 contains 1208 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 71634 members 
Mstep: Class 35 contains 515677 members 
Mstep: Class 36 contains 1832 members 
Entering Unmasked Estep 
Score: -111982736.000000 Penalty: 126742.460938
Splitting cluster 24 changes total score from -111984368.000000 to -111982736.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (5000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Entering Unmasked Estep 
Score: -392499.406250 Penalty: 2112.263916
	Iteration 0F: 2 clusters Score -392499.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -387958.562500 Penalty: 4224.527832
	Iteration 0F: 3 clusters Score -387958.6 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -389120.437500 Penalty: 4224.527832
	Iteration 1F: 3 clusters Score -389120.4 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -389380.375000 Penalty: 4224.527832
	Iteration 2F: 3 clusters Score -389380.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -389543.156250 Penalty: 4224.527832
	Iteration 3F: 3 clusters Score -389543.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -389650.062500 Penalty: 4224.527832
	Iteration 4Q: 3 clusters Score -389650.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -389750.468750 Penalty: 4224.527832
	Iteration 5Q: 3 clusters Score -389750.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -389840.906250 Penalty: 4224.527832
	Iteration 6Q: 3 clusters Score -389840.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -389916.906250 Penalty: 4224.527832
	Iteration 7Q: 3 clusters Score -389916.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -389988.906250 Penalty: 4224.527832
	Iteration 8Q: 3 clusters Score -389988.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -390044.125000 Penalty: 4224.527832
	Iteration 9Q: 3 clusters Score -390044.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -390089.812500 Penalty: 4224.527832
	Iteration 10Q: 3 clusters Score -390089.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -390118.531250 Penalty: 4224.527832
	Iteration 11Q: 3 clusters Score -390118.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -390145.125000 Penalty: 4224.527832
	Iteration 12Q: 3 clusters Score -390145.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -390185.531250 Penalty: 4224.527832
	Iteration 13Q: 3 clusters Score -390185.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -390238.531250 Penalty: 4224.527832
	Iteration 14Q: 3 clusters Score -390238.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -390292.000000 Penalty: 4224.527832
	Iteration 15Q: 3 clusters Score -390292 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -390348.156250 Penalty: 4224.527832
	Iteration 16Q: 3 clusters Score -390348.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -390416.500000 Penalty: 4224.527832
	Iteration 17Q: 3 clusters Score -390416.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -390480.625000 Penalty: 4224.527832
	Iteration 18Q: 3 clusters Score -390480.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -390533.312500 Penalty: 4224.527832
	Iteration 19Q: 3 clusters Score -390533.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -390587.437500 Penalty: 4224.527832
	Iteration 20F: 3 clusters Score -390587.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -390632.656250 Penalty: 4224.527832
	Iteration 21Q: 3 clusters Score -390632.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -390663.218750 Penalty: 4224.527832
	Iteration 22Q: 3 clusters Score -390663.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -390687.593750 Penalty: 4224.527832
	Iteration 23Q: 3 clusters Score -390687.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -390698.218750 Penalty: 4224.527832
	Iteration 24Q: 3 clusters Score -390698.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -390710.218750 Penalty: 4224.527832
	Iteration 25Q: 3 clusters Score -390710.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -390718.031250 Penalty: 4224.527832
	Iteration 26Q: 3 clusters Score -390718 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -390726.250000 Penalty: 4224.527832
	Iteration 27Q: 3 clusters Score -390726.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -390737.843750 Penalty: 4224.527832
	Iteration 28Q: 3 clusters Score -390737.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -390745.812500 Penalty: 4224.527832
	Iteration 29Q: 3 clusters Score -390745.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -390754.093750 Penalty: 4224.527832
	Iteration 30Q: 3 clusters Score -390754.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -390762.562500 Penalty: 4224.527832
	Iteration 31Q: 3 clusters Score -390762.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -390770.718750 Penalty: 4224.527832
	Iteration 32Q: 3 clusters Score -390770.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -390774.625000 Penalty: 4224.527832
	Iteration 33Q: 3 clusters Score -390774.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -390778.593750 Penalty: 4224.527832
	Iteration 34Q: 3 clusters Score -390778.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -390780.000000 Penalty: 4224.527832
	Iteration 35Q: 3 clusters Score -390780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -390780.843750 Penalty: 4224.527832
	Iteration 36Q: 3 clusters Score -390780.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -390781.625000 Penalty: 4224.527832
	Iteration 37Q: 3 clusters Score -390781.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -390783.125000 Penalty: 4224.527832
	Iteration 38Q: 3 clusters Score -390783.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -390786.000000 Penalty: 4224.527832
	Iteration 39Q: 3 clusters Score -390786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -390789.187500 Penalty: 4224.527832
	Iteration 40F: 3 clusters Score -390789.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -390790.000000 Penalty: 4224.527832
	Iteration 41Q: 3 clusters Score -390790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -390795.125000 Penalty: 4224.527832
	Iteration 42Q: 3 clusters Score -390795.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -390799.125000 Penalty: 4224.527832
	Iteration 43Q: 3 clusters Score -390799.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -390803.687500 Penalty: 4224.527832
	Iteration 44Q: 3 clusters Score -390803.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -390811.250000 Penalty: 4224.527832
	Iteration 45Q: 3 clusters Score -390811.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -390817.343750 Penalty: 4224.527832
	Iteration 46Q: 3 clusters Score -390817.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -390822.656250 Penalty: 4224.527832
	Iteration 47Q: 3 clusters Score -390822.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -390826.531250 Penalty: 4224.527832
	Iteration 48Q: 3 clusters Score -390826.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -390829.093750 Penalty: 4224.527832
	Iteration 49Q: 3 clusters Score -390829.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -390834.593750 Penalty: 4224.527832
	Iteration 50Q: 3 clusters Score -390834.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -390837.687500 Penalty: 4224.527832
	Iteration 51Q: 3 clusters Score -390837.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -390840.812500 Penalty: 4224.527832
	Iteration 52Q: 3 clusters Score -390840.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -390841.812500 Penalty: 4224.527832
	Iteration 53Q: 3 clusters Score -390841.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -390842.875000 Penalty: 4224.527832
	Iteration 54Q: 3 clusters Score -390842.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -390842.875000 Penalty: 4224.527832
	Iteration 55F: 3 clusters Score -390842.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (64112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64112 members 
Entering Unmasked Estep 
Score: -4911521.000000 Penalty: 2744.959961
	Iteration 0F: 2 clusters Score -4911521 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31946 members 
Mstep: Class 2 contains 32166 members 
Entering Unmasked Estep 
Score: -4868646.500000 Penalty: 5489.919922
	Iteration 0F: 3 clusters Score -4868646 nChanged 29766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30374 members 
Mstep: Class 2 contains 33738 members 
Entering Unmasked Estep 
Score: -4885653.000000 Penalty: 5489.919922
	Iteration 1F: 3 clusters Score -4885653 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29298 members 
Mstep: Class 2 contains 34814 members 
Entering Unmasked Estep 
Score: -4886886.000000 Penalty: 5489.919922
	Iteration 2Q: 3 clusters Score -4886886 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27749 members 
Mstep: Class 2 contains 36363 members 
Entering Unmasked Estep 
Score: -4888658.000000 Penalty: 5489.919922
	Iteration 3F: 3 clusters Score -4888658 nChanged 4158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25439 members 
Mstep: Class 2 contains 38673 members 
Entering Unmasked Estep 
Score: -4891184.000000 Penalty: 5489.919922
	Iteration 4F: 3 clusters Score -4891184 nChanged 4725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22336 members 
Mstep: Class 2 contains 41776 members 
Entering Unmasked Estep 
Score: -4894465.500000 Penalty: 5489.919922
	Iteration 5F: 3 clusters Score -4894466 nChanged 4685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18891 members 
Mstep: Class 2 contains 45221 members 
Entering Unmasked Estep 
Score: -4898043.500000 Penalty: 5489.919922
	Iteration 6F: 3 clusters Score -4898044 nChanged 4185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 48530 members 
Entering Unmasked Estep 
Score: -4901746.500000 Penalty: 5489.919922
	Iteration 7F: 3 clusters Score -4901746 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 51064 members 
Entering Unmasked Estep 
Score: -4904677.500000 Penalty: 5489.919922
	Iteration 8Q: 3 clusters Score -4904678 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 52742 members 
Entering Unmasked Estep 
Score: -4906497.500000 Penalty: 5489.919922
	Iteration 9Q: 3 clusters Score -4906498 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 53953 members 
Entering Unmasked Estep 
Score: -4907386.000000 Penalty: 5489.919922
	Iteration 10Q: 3 clusters Score -4907386 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 54902 members 
Entering Unmasked Estep 
Score: -4907937.000000 Penalty: 5489.919922
	Iteration 11Q: 3 clusters Score -4907937 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 55734 members 
Entering Unmasked Estep 
Score: -4908376.500000 Penalty: 5489.919922
	Iteration 12Q: 3 clusters Score -4908376 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 56498 members 
Entering Unmasked Estep 
Score: -4908737.500000 Penalty: 5489.919922
	Iteration 13Q: 3 clusters Score -4908738 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 57181 members 
Entering Unmasked Estep 
Score: -4909048.000000 Penalty: 5489.919922
	Iteration 14Q: 3 clusters Score -4909048 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 57772 members 
Entering Unmasked Estep 
Score: -4909317.000000 Penalty: 5489.919922
	Iteration 15Q: 3 clusters Score -4909317 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 58295 members 
Entering Unmasked Estep 
Score: -4909590.500000 Penalty: 5489.919922
	Iteration 16Q: 3 clusters Score -4909590 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 58796 members 
Entering Unmasked Estep 
Score: -4909820.000000 Penalty: 5489.919922
	Iteration 17Q: 3 clusters Score -4909820 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 59207 members 
Entering Unmasked Estep 
Score: -4910050.500000 Penalty: 5489.919922
	Iteration 18Q: 3 clusters Score -4910050 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 59526 members 
Entering Unmasked Estep 
Score: -4910210.500000 Penalty: 5489.919922
	Iteration 19Q: 3 clusters Score -4910210 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 59771 members 
Entering Unmasked Estep 
Score: -4910308.500000 Penalty: 5489.919922
	Iteration 20F: 3 clusters Score -4910308 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 59970 members 
Entering Unmasked Estep 
Score: -4910371.500000 Penalty: 5489.919922
	Iteration 21Q: 3 clusters Score -4910372 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 60140 members 
Entering Unmasked Estep 
Score: -4910460.500000 Penalty: 5489.919922
	Iteration 22Q: 3 clusters Score -4910460 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 60275 members 
Entering Unmasked Estep 
Score: -4910517.500000 Penalty: 5489.919922
	Iteration 23Q: 3 clusters Score -4910518 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 60385 members 
Entering Unmasked Estep 
Score: -4910561.000000 Penalty: 5489.919922
	Iteration 24Q: 3 clusters Score -4910561 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 60484 members 
Entering Unmasked Estep 
Score: -4910590.000000 Penalty: 5489.919922
	Iteration 25Q: 3 clusters Score -4910590 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 60546 members 
Entering Unmasked Estep 
Score: -4910610.000000 Penalty: 5489.919922
	Iteration 26Q: 3 clusters Score -4910610 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 60596 members 
Entering Unmasked Estep 
Score: -4910630.500000 Penalty: 5489.919922
	Iteration 27Q: 3 clusters Score -4910630 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 60639 members 
Entering Unmasked Estep 
Score: -4910642.000000 Penalty: 5489.919922
	Iteration 28Q: 3 clusters Score -4910642 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 60671 members 
Entering Unmasked Estep 
Score: -4910647.500000 Penalty: 5489.919922
	Iteration 29Q: 3 clusters Score -4910648 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 60693 members 
Entering Unmasked Estep 
Score: -4910654.500000 Penalty: 5489.919922
	Iteration 30Q: 3 clusters Score -4910654 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 60709 members 
Entering Unmasked Estep 
Score: -4910650.000000 Penalty: 5489.919922
	Iteration 31Q: 3 clusters Score -4910650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 60717 members 
Entering Unmasked Estep 
Score: -4910649.500000 Penalty: 5489.919922
	Iteration 32Q: 3 clusters Score -4910650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 60722 members 
Entering Unmasked Estep 
Score: -4910644.500000 Penalty: 5489.919922
	Iteration 33Q: 3 clusters Score -4910644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 60724 members 
Entering Unmasked Estep 
Score: -4910646.000000 Penalty: 5489.919922
	Iteration 34Q: 3 clusters Score -4910646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 60730 members 
Entering Unmasked Estep 
Score: -4910649.000000 Penalty: 5489.919922
	Iteration 35Q: 3 clusters Score -4910649 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 60737 members 
Entering Unmasked Estep 
Score: -4910648.000000 Penalty: 5489.919922
	Iteration 36Q: 3 clusters Score -4910648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 60744 members 
Entering Unmasked Estep 
Score: -4910649.500000 Penalty: 5489.919922
	Iteration 37Q: 3 clusters Score -4910650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 60748 members 
Entering Unmasked Estep 
Score: -4910641.500000 Penalty: 5489.919922
	Iteration 38Q: 3 clusters Score -4910642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 60753 members 
Entering Unmasked Estep 
Score: -4910652.500000 Penalty: 5489.919922
	Iteration 39Q: 3 clusters Score -4910652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 60760 members 
Entering Unmasked Estep 
Score: -4910647.000000 Penalty: 5489.919922
	Iteration 40F: 3 clusters Score -4910647 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 60768 members 
Entering Unmasked Estep 
Score: -4910642.500000 Penalty: 5489.919922
	Iteration 41Q: 3 clusters Score -4910642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 60774 members 
Entering Unmasked Estep 
Score: -4910638.500000 Penalty: 5489.919922
	Iteration 42Q: 3 clusters Score -4910638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 60778 members 
Entering Unmasked Estep 
Score: -4910633.000000 Penalty: 5489.919922
	Iteration 43Q: 3 clusters Score -4910633 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 60784 members 
Entering Unmasked Estep 
Score: -4910630.500000 Penalty: 5489.919922
	Iteration 44Q: 3 clusters Score -4910630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 60787 members 
Entering Unmasked Estep 
Score: -4910639.500000 Penalty: 5489.919922
	Iteration 45Q: 3 clusters Score -4910640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 60787 members 
Entering Unmasked Estep 
Score: -4910639.000000 Penalty: 5489.919922
	Iteration 46Q: 3 clusters Score -4910639 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 60787 members 
Entering Unmasked Estep 
Score: -4910639.000000 Penalty: 5489.919922
	Iteration 47F: 3 clusters Score -4910639 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Entering Unmasked Estep 
Score: -332801.562500 Penalty: 2086.574951
	Iteration 0F: 2 clusters Score -332801.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -328635.531250 Penalty: 4173.149902
	Iteration 0F: 3 clusters Score -328635.5 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -329638.343750 Penalty: 4173.149902
	Iteration 1F: 3 clusters Score -329638.3 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -329929.500000 Penalty: 4173.149902
	Iteration 2F: 3 clusters Score -329929.5 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -330175.375000 Penalty: 4173.149902
	Iteration 3F: 3 clusters Score -330175.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -330393.062500 Penalty: 4173.149902
	Iteration 4F: 3 clusters Score -330393.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -330547.312500 Penalty: 4173.149902
	Iteration 5Q: 3 clusters Score -330547.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -330701.250000 Penalty: 4173.149902
	Iteration 6Q: 3 clusters Score -330701.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -330841.250000 Penalty: 4173.149902
	Iteration 7Q: 3 clusters Score -330841.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -330977.093750 Penalty: 4173.149902
	Iteration 8Q: 3 clusters Score -330977.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -331121.718750 Penalty: 4173.149902
	Iteration 9Q: 3 clusters Score -331121.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -331248.937500 Penalty: 4173.149902
	Iteration 10Q: 3 clusters Score -331248.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -331388.406250 Penalty: 4173.149902
	Iteration 11Q: 3 clusters Score -331388.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -331506.312500 Penalty: 4173.149902
	Iteration 12Q: 3 clusters Score -331506.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -331591.000000 Penalty: 4173.149902
	Iteration 13Q: 3 clusters Score -331591 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -331651.000000 Penalty: 4173.149902
	Iteration 14Q: 3 clusters Score -331651 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -331693.750000 Penalty: 4173.149902
	Iteration 15Q: 3 clusters Score -331693.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -331728.781250 Penalty: 4173.149902
	Iteration 16Q: 3 clusters Score -331728.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -331763.593750 Penalty: 4173.149902
	Iteration 17Q: 3 clusters Score -331763.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -331786.812500 Penalty: 4173.149902
	Iteration 18Q: 3 clusters Score -331786.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -331814.468750 Penalty: 4173.149902
	Iteration 19Q: 3 clusters Score -331814.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -331841.187500 Penalty: 4173.149902
	Iteration 20F: 3 clusters Score -331841.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -331859.375000 Penalty: 4173.149902
	Iteration 21Q: 3 clusters Score -331859.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -331875.687500 Penalty: 4173.149902
	Iteration 22Q: 3 clusters Score -331875.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -331892.781250 Penalty: 4173.149902
	Iteration 23Q: 3 clusters Score -331892.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -331907.625000 Penalty: 4173.149902
	Iteration 24Q: 3 clusters Score -331907.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -331925.312500 Penalty: 4173.149902
	Iteration 25Q: 3 clusters Score -331925.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -331943.718750 Penalty: 4173.149902
	Iteration 26Q: 3 clusters Score -331943.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -331959.000000 Penalty: 4173.149902
	Iteration 27Q: 3 clusters Score -331959 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -331978.281250 Penalty: 4173.149902
	Iteration 28Q: 3 clusters Score -331978.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -331991.406250 Penalty: 4173.149902
	Iteration 29Q: 3 clusters Score -331991.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -331999.156250 Penalty: 4173.149902
	Iteration 30Q: 3 clusters Score -331999.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -332004.406250 Penalty: 4173.149902
	Iteration 31Q: 3 clusters Score -332004.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -332005.656250 Penalty: 4173.149902
	Iteration 32Q: 3 clusters Score -332005.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -332006.250000 Penalty: 4173.149902
	Iteration 33Q: 3 clusters Score -332006.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -332005.843750 Penalty: 4173.149902
	Iteration 34Q: 3 clusters Score -332005.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -332007.031250 Penalty: 4173.149902
	Iteration 35Q: 3 clusters Score -332007 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -332010.000000 Penalty: 4173.149902
	Iteration 36Q: 3 clusters Score -332010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -332010.750000 Penalty: 4173.149902
	Iteration 37Q: 3 clusters Score -332010.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -332014.406250 Penalty: 4173.149902
	Iteration 38Q: 3 clusters Score -332014.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -332014.937500 Penalty: 4173.149902
	Iteration 39Q: 3 clusters Score -332014.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -332019.187500 Penalty: 4173.149902
	Iteration 40F: 3 clusters Score -332019.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -332022.187500 Penalty: 4173.149902
	Iteration 41Q: 3 clusters Score -332022.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -332023.812500 Penalty: 4173.149902
	Iteration 42Q: 3 clusters Score -332023.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -332025.125000 Penalty: 4173.149902
	Iteration 43Q: 3 clusters Score -332025.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -332026.968750 Penalty: 4173.149902
	Iteration 44Q: 3 clusters Score -332027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -332028.062500 Penalty: 4173.149902
	Iteration 45Q: 3 clusters Score -332028.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -332028.593750 Penalty: 4173.149902
	Iteration 46Q: 3 clusters Score -332028.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -332029.312500 Penalty: 4173.149902
	Iteration 47Q: 3 clusters Score -332029.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -332029.406250 Penalty: 4173.149902
	Iteration 48Q: 3 clusters Score -332029.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -332029.937500 Penalty: 4173.149902
	Iteration 49Q: 3 clusters Score -332029.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -332030.468750 Penalty: 4173.149902
	Iteration 50Q: 3 clusters Score -332030.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -332030.468750 Penalty: 4173.149902
	Iteration 51F: 3 clusters Score -332030.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (120052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120052 members 
Entering Unmasked Estep 
Score: -9572905.000000 Penalty: 2900.528809
	Iteration 0F: 2 clusters Score -9572905 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60148 members 
Mstep: Class 2 contains 59904 members 
Entering Unmasked Estep 
Score: -9492749.000000 Penalty: 5801.057617
	Iteration 0F: 3 clusters Score -9492749 nChanged 57071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62143 members 
Mstep: Class 2 contains 57909 members 
Entering Unmasked Estep 
Score: -9525613.000000 Penalty: 5801.057617
	Iteration 1F: 3 clusters Score -9525613 nChanged 4058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63505 members 
Mstep: Class 2 contains 56547 members 
Entering Unmasked Estep 
Score: -9526660.000000 Penalty: 5801.057617
	Iteration 2Q: 3 clusters Score -9526660 nChanged 4382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65599 members 
Mstep: Class 2 contains 54453 members 
Entering Unmasked Estep 
Score: -9528036.000000 Penalty: 5801.057617
	Iteration 3Q: 3 clusters Score -9528036 nChanged 5114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68815 members 
Mstep: Class 2 contains 51237 members 
Entering Unmasked Estep 
Score: -9529993.000000 Penalty: 5801.057617
	Iteration 4Q: 3 clusters Score -9529993 nChanged 6351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73542 members 
Mstep: Class 2 contains 46510 members 
Entering Unmasked Estep 
Score: -9533032.000000 Penalty: 5801.057617
	Iteration 5F: 3 clusters Score -9533032 nChanged 7761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80063 members 
Mstep: Class 2 contains 39989 members 
Entering Unmasked Estep 
Score: -9537919.000000 Penalty: 5801.057617
	Iteration 6F: 3 clusters Score -9537919 nChanged 8903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88080 members 
Mstep: Class 2 contains 31972 members 
Entering Unmasked Estep 
Score: -9544906.000000 Penalty: 5801.057617
	Iteration 7F: 3 clusters Score -9544906 nChanged 8916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96350 members 
Mstep: Class 2 contains 23702 members 
Entering Unmasked Estep 
Score: -9553155.000000 Penalty: 5801.057617
	Iteration 8F: 3 clusters Score -9553155 nChanged 6976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102836 members 
Mstep: Class 2 contains 17216 members 
Entering Unmasked Estep 
Score: -9560115.000000 Penalty: 5801.057617
	Iteration 9F: 3 clusters Score -9560115 nChanged 4577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106919 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -9564618.000000 Penalty: 5801.057617
	Iteration 10Q: 3 clusters Score -9564618 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109159 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -9566701.000000 Penalty: 5801.057617
	Iteration 11Q: 3 clusters Score -9566701 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110754 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -9567811.000000 Penalty: 5801.057617
	Iteration 12Q: 3 clusters Score -9567811 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112029 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -9568554.000000 Penalty: 5801.057617
	Iteration 13Q: 3 clusters Score -9568554 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113020 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -9569077.000000 Penalty: 5801.057617
	Iteration 14Q: 3 clusters Score -9569077 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113878 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -9569494.000000 Penalty: 5801.057617
	Iteration 15Q: 3 clusters Score -9569494 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114546 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -9569809.000000 Penalty: 5801.057617
	Iteration 16Q: 3 clusters Score -9569809 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115080 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -9570080.000000 Penalty: 5801.057617
	Iteration 17Q: 3 clusters Score -9570080 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115558 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -9570245.000000 Penalty: 5801.057617
	Iteration 18Q: 3 clusters Score -9570245 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115945 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -9570394.000000 Penalty: 5801.057617
	Iteration 19Q: 3 clusters Score -9570394 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116278 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -9570540.000000 Penalty: 5801.057617
	Iteration 20F: 3 clusters Score -9570540 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116527 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -9570598.000000 Penalty: 5801.057617
	Iteration 21Q: 3 clusters Score -9570598 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116749 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -9570672.000000 Penalty: 5801.057617
	Iteration 22Q: 3 clusters Score -9570672 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116933 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -9570751.000000 Penalty: 5801.057617
	Iteration 23Q: 3 clusters Score -9570751 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117087 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -9570789.000000 Penalty: 5801.057617
	Iteration 24Q: 3 clusters Score -9570789 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117205 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -9570853.000000 Penalty: 5801.057617
	Iteration 25Q: 3 clusters Score -9570853 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117319 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -9570895.000000 Penalty: 5801.057617
	Iteration 26Q: 3 clusters Score -9570895 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117408 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -9570924.000000 Penalty: 5801.057617
	Iteration 27Q: 3 clusters Score -9570924 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117469 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -9570951.000000 Penalty: 5801.057617
	Iteration 28Q: 3 clusters Score -9570951 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117519 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -9570977.000000 Penalty: 5801.057617
	Iteration 29Q: 3 clusters Score -9570977 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117576 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -9570979.000000 Penalty: 5801.057617
	Iteration 30Q: 3 clusters Score -9570979 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117633 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -9570986.000000 Penalty: 5801.057617
	Iteration 31Q: 3 clusters Score -9570986 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117689 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -9571001.000000 Penalty: 5801.057617
	Iteration 32Q: 3 clusters Score -9571001 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117736 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -9571011.000000 Penalty: 5801.057617
	Iteration 33Q: 3 clusters Score -9571011 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117777 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -9571051.000000 Penalty: 5801.057617
	Iteration 34Q: 3 clusters Score -9571051 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117807 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -9571062.000000 Penalty: 5801.057617
	Iteration 35Q: 3 clusters Score -9571062 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117835 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -9571074.000000 Penalty: 5801.057617
	Iteration 36Q: 3 clusters Score -9571074 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117859 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -9571088.000000 Penalty: 5801.057617
	Iteration 37Q: 3 clusters Score -9571088 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117884 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -9571094.000000 Penalty: 5801.057617
	Iteration 38Q: 3 clusters Score -9571094 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117910 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -9571098.000000 Penalty: 5801.057617
	Iteration 39Q: 3 clusters Score -9571098 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117931 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -9571105.000000 Penalty: 5801.057617
	Iteration 40F: 3 clusters Score -9571105 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117945 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -9571111.000000 Penalty: 5801.057617
	Iteration 41Q: 3 clusters Score -9571111 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117959 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -9571116.000000 Penalty: 5801.057617
	Iteration 42Q: 3 clusters Score -9571116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117970 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -9571124.000000 Penalty: 5801.057617
	Iteration 43Q: 3 clusters Score -9571124 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117981 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -9571128.000000 Penalty: 5801.057617
	Iteration 44Q: 3 clusters Score -9571128 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117996 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -9571127.000000 Penalty: 5801.057617
	Iteration 45Q: 3 clusters Score -9571127 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118009 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -9571121.000000 Penalty: 5801.057617
	Iteration 46Q: 3 clusters Score -9571121 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118016 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -9571128.000000 Penalty: 5801.057617
	Iteration 47Q: 3 clusters Score -9571128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118025 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -9571126.000000 Penalty: 5801.057617
	Iteration 48Q: 3 clusters Score -9571126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118029 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -9571128.000000 Penalty: 5801.057617
	Iteration 49Q: 3 clusters Score -9571128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118031 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -9571132.000000 Penalty: 5801.057617
	Iteration 50Q: 3 clusters Score -9571132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118032 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -9571137.000000 Penalty: 5801.057617
	Iteration 51Q: 3 clusters Score -9571137 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118032 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -9571137.000000 Penalty: 5801.057617
	Iteration 52F: 3 clusters Score -9571137 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (13739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Entering Unmasked Estep 
Score: -1096449.125000 Penalty: 2362.942627
	Iteration 0F: 2 clusters Score -1096449 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1086399.375000 Penalty: 4725.885254
	Iteration 0F: 3 clusters Score -1086399 nChanged 5865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1089862.500000 Penalty: 4725.885254
	Iteration 1F: 3 clusters Score -1089862 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1090750.000000 Penalty: 4725.885254
	Iteration 2F: 3 clusters Score -1090750 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1091761.375000 Penalty: 4725.885254
	Iteration 3F: 3 clusters Score -1091761 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1092737.625000 Penalty: 4725.885254
	Iteration 4F: 3 clusters Score -1092738 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1093566.000000 Penalty: 4725.885254
	Iteration 5F: 3 clusters Score -1093566 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1094119.000000 Penalty: 4725.885254
	Iteration 6F: 3 clusters Score -1094119 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1094413.375000 Penalty: 4725.885254
	Iteration 7Q: 3 clusters Score -1094413 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1094609.375000 Penalty: 4725.885254
	Iteration 8Q: 3 clusters Score -1094609 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1094722.875000 Penalty: 4725.885254
	Iteration 9Q: 3 clusters Score -1094723 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1094799.000000 Penalty: 4725.885254
	Iteration 10Q: 3 clusters Score -1094799 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1094852.625000 Penalty: 4725.885254
	Iteration 11Q: 3 clusters Score -1094853 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1094900.875000 Penalty: 4725.885254
	Iteration 12Q: 3 clusters Score -1094901 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1094937.125000 Penalty: 4725.885254
	Iteration 13Q: 3 clusters Score -1094937 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1094975.250000 Penalty: 4725.885254
	Iteration 14Q: 3 clusters Score -1094975 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1094997.750000 Penalty: 4725.885254
	Iteration 15Q: 3 clusters Score -1094998 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1095019.125000 Penalty: 4725.885254
	Iteration 16Q: 3 clusters Score -1095019 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1095037.875000 Penalty: 4725.885254
	Iteration 17Q: 3 clusters Score -1095038 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1095056.250000 Penalty: 4725.885254
	Iteration 18Q: 3 clusters Score -1095056 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1095076.000000 Penalty: 4725.885254
	Iteration 19Q: 3 clusters Score -1095076 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1095092.250000 Penalty: 4725.885254
	Iteration 20F: 3 clusters Score -1095092 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1095106.375000 Penalty: 4725.885254
	Iteration 21Q: 3 clusters Score -1095106 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1095126.250000 Penalty: 4725.885254
	Iteration 22Q: 3 clusters Score -1095126 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1095144.250000 Penalty: 4725.885254
	Iteration 23Q: 3 clusters Score -1095144 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1095159.750000 Penalty: 4725.885254
	Iteration 24Q: 3 clusters Score -1095160 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1095180.500000 Penalty: 4725.885254
	Iteration 25Q: 3 clusters Score -1095180 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1095195.875000 Penalty: 4725.885254
	Iteration 26Q: 3 clusters Score -1095196 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1095206.375000 Penalty: 4725.885254
	Iteration 27Q: 3 clusters Score -1095206 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1095223.375000 Penalty: 4725.885254
	Iteration 28Q: 3 clusters Score -1095223 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1095227.875000 Penalty: 4725.885254
	Iteration 29Q: 3 clusters Score -1095228 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1095240.750000 Penalty: 4725.885254
	Iteration 30Q: 3 clusters Score -1095241 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1095251.625000 Penalty: 4725.885254
	Iteration 31Q: 3 clusters Score -1095252 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1095264.250000 Penalty: 4725.885254
	Iteration 32Q: 3 clusters Score -1095264 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1095276.375000 Penalty: 4725.885254
	Iteration 33Q: 3 clusters Score -1095276 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1095287.000000 Penalty: 4725.885254
	Iteration 34Q: 3 clusters Score -1095287 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1095295.750000 Penalty: 4725.885254
	Iteration 35Q: 3 clusters Score -1095296 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -1095301.375000 Penalty: 4725.885254
	Iteration 36Q: 3 clusters Score -1095301 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1095307.875000 Penalty: 4725.885254
	Iteration 37Q: 3 clusters Score -1095308 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1095318.125000 Penalty: 4725.885254
	Iteration 38Q: 3 clusters Score -1095318 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1095324.375000 Penalty: 4725.885254
	Iteration 39Q: 3 clusters Score -1095324 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1095333.000000 Penalty: 4725.885254
	Iteration 40F: 3 clusters Score -1095333 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1095338.500000 Penalty: 4725.885254
	Iteration 41Q: 3 clusters Score -1095338 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -1095344.625000 Penalty: 4725.885254
	Iteration 42Q: 3 clusters Score -1095345 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1095347.000000 Penalty: 4725.885254
	Iteration 43Q: 3 clusters Score -1095347 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1095351.875000 Penalty: 4725.885254
	Iteration 44Q: 3 clusters Score -1095352 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1095354.375000 Penalty: 4725.885254
	Iteration 45Q: 3 clusters Score -1095354 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1095354.750000 Penalty: 4725.885254
	Iteration 46Q: 3 clusters Score -1095355 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1095357.750000 Penalty: 4725.885254
	Iteration 47Q: 3 clusters Score -1095358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1095356.625000 Penalty: 4725.885254
	Iteration 48Q: 3 clusters Score -1095357 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -1095359.125000 Penalty: 4725.885254
	Iteration 49Q: 3 clusters Score -1095359 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1095357.750000 Penalty: 4725.885254
	Iteration 50Q: 3 clusters Score -1095358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1095358.250000 Penalty: 4725.885254
	Iteration 51Q: 3 clusters Score -1095358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1095359.000000 Penalty: 4725.885254
	Iteration 52Q: 3 clusters Score -1095359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1095359.750000 Penalty: 4725.885254
	Iteration 53Q: 3 clusters Score -1095360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -1095361.875000 Penalty: 4725.885254
	Iteration 54Q: 3 clusters Score -1095362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -1095361.125000 Penalty: 4725.885254
	Iteration 55Q: 3 clusters Score -1095361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1095361.250000 Penalty: 4725.885254
	Iteration 56Q: 3 clusters Score -1095361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -1095360.125000 Penalty: 4725.885254
	Iteration 57Q: 3 clusters Score -1095360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -1095360.125000 Penalty: 4725.885254
	Iteration 58F: 3 clusters Score -1095360 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (44781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44781 members 
Entering Unmasked Estep 
Score: -3647222.000000 Penalty: 2655.965820
	Iteration 0F: 2 clusters Score -3647222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22271 members 
Mstep: Class 2 contains 22510 members 
Entering Unmasked Estep 
Score: -3617023.000000 Penalty: 5311.931641
	Iteration 0F: 3 clusters Score -3617023 nChanged 20647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21236 members 
Mstep: Class 2 contains 23545 members 
Entering Unmasked Estep 
Score: -3628446.500000 Penalty: 5311.931641
	Iteration 1F: 3 clusters Score -3628446 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20599 members 
Mstep: Class 2 contains 24182 members 
Entering Unmasked Estep 
Score: -3628973.000000 Penalty: 5311.931641
	Iteration 2Q: 3 clusters Score -3628973 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19690 members 
Mstep: Class 2 contains 25091 members 
Entering Unmasked Estep 
Score: -3629524.500000 Penalty: 5311.931641
	Iteration 3Q: 3 clusters Score -3629524 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18461 members 
Mstep: Class 2 contains 26320 members 
Entering Unmasked Estep 
Score: -3630185.250000 Penalty: 5311.931641
	Iteration 4Q: 3 clusters Score -3630185 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 28063 members 
Entering Unmasked Estep 
Score: -3631126.750000 Penalty: 5311.931641
	Iteration 5Q: 3 clusters Score -3631127 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 30407 members 
Entering Unmasked Estep 
Score: -3632522.250000 Penalty: 5311.931641
	Iteration 6F: 3 clusters Score -3632522 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 33331 members 
Entering Unmasked Estep 
Score: -3634621.250000 Penalty: 5311.931641
	Iteration 7F: 3 clusters Score -3634621 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 36646 members 
Entering Unmasked Estep 
Score: -3637411.250000 Penalty: 5311.931641
	Iteration 8F: 3 clusters Score -3637411 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 39783 members 
Entering Unmasked Estep 
Score: -3640324.250000 Penalty: 5311.931641
	Iteration 9F: 3 clusters Score -3640324 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 42143 members 
Entering Unmasked Estep 
Score: -3642655.250000 Penalty: 5311.931641
	Iteration 10F: 3 clusters Score -3642655 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 43506 members 
Entering Unmasked Estep 
Score: -3643896.500000 Penalty: 5311.931641
	Iteration 11Q: 3 clusters Score -3643896 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 44086 members 
Entering Unmasked Estep 
Score: -3644410.250000 Penalty: 5311.931641
	Iteration 12Q: 3 clusters Score -3644410 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 44292 members 
Entering Unmasked Estep 
Score: -3644651.500000 Penalty: 5311.931641
	Iteration 13Q: 3 clusters Score -3644652 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 44385 members 
Entering Unmasked Estep 
Score: -3644747.750000 Penalty: 5311.931641
	Iteration 14Q: 3 clusters Score -3644748 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 44420 members 
Entering Unmasked Estep 
Score: -3644795.500000 Penalty: 5311.931641
	Iteration 15Q: 3 clusters Score -3644796 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 44438 members 
Entering Unmasked Estep 
Score: -3644832.750000 Penalty: 5311.931641
	Iteration 16Q: 3 clusters Score -3644833 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 44458 members 
Entering Unmasked Estep 
Score: -3644857.250000 Penalty: 5311.931641
	Iteration 17Q: 3 clusters Score -3644857 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 44473 members 
Entering Unmasked Estep 
Score: -3644881.500000 Penalty: 5311.931641
	Iteration 18Q: 3 clusters Score -3644882 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 44483 members 
Entering Unmasked Estep 
Score: -3644899.250000 Penalty: 5311.931641
	Iteration 19Q: 3 clusters Score -3644899 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 44482 members 
Entering Unmasked Estep 
Score: -3644913.000000 Penalty: 5311.931641
	Iteration 20F: 3 clusters Score -3644913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 44483 members 
Entering Unmasked Estep 
Score: -3644917.000000 Penalty: 5311.931641
	Iteration 21Q: 3 clusters Score -3644917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 44485 members 
Entering Unmasked Estep 
Score: -3644912.500000 Penalty: 5311.931641
	Iteration 22Q: 3 clusters Score -3644912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 44485 members 
Entering Unmasked Estep 
Score: -3644914.000000 Penalty: 5311.931641
	Iteration 23Q: 3 clusters Score -3644914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 44485 members 
Entering Unmasked Estep 
Score: -3644914.000000 Penalty: 5311.931641
	Iteration 24F: 3 clusters Score -3644914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (26402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26402 members 
Entering Unmasked Estep 
Score: -2157479.250000 Penalty: 2524.936523
	Iteration 0F: 2 clusters Score -2157479 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
Score: -2139290.500000 Penalty: 5049.873047
	Iteration 0F: 3 clusters Score -2139290 nChanged 11812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 13541 members 
Entering Unmasked Estep 
Score: -2145719.750000 Penalty: 5049.873047
	Iteration 1F: 3 clusters Score -2145720 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -2146153.000000 Penalty: 5049.873047
	Iteration 2Q: 3 clusters Score -2146153 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -2146494.750000 Penalty: 5049.873047
	Iteration 3Q: 3 clusters Score -2146495 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -2146847.000000 Penalty: 5049.873047
	Iteration 4Q: 3 clusters Score -2146847 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -2147197.500000 Penalty: 5049.873047
	Iteration 5Q: 3 clusters Score -2147198 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -2147565.750000 Penalty: 5049.873047
	Iteration 6Q: 3 clusters Score -2147566 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -2147971.000000 Penalty: 5049.873047
	Iteration 7Q: 3 clusters Score -2147971 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 15648 members 
Entering Unmasked Estep 
Score: -2148413.250000 Penalty: 5049.873047
	Iteration 8Q: 3 clusters Score -2148413 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 16228 members 
Entering Unmasked Estep 
Score: -2148892.000000 Penalty: 5049.873047
	Iteration 9Q: 3 clusters Score -2148892 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
Score: -2149406.750000 Penalty: 5049.873047
	Iteration 10Q: 3 clusters Score -2149407 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 17503 members 
Entering Unmasked Estep 
Score: -2149986.000000 Penalty: 5049.873047
	Iteration 11Q: 3 clusters Score -2149986 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 18172 members 
Entering Unmasked Estep 
Score: -2150577.250000 Penalty: 5049.873047
	Iteration 12Q: 3 clusters Score -2150577 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 18841 members 
Entering Unmasked Estep 
Score: -2151212.500000 Penalty: 5049.873047
	Iteration 13Q: 3 clusters Score -2151212 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 19515 members 
Entering Unmasked Estep 
Score: -2151809.250000 Penalty: 5049.873047
	Iteration 14Q: 3 clusters Score -2151809 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 20103 members 
Entering Unmasked Estep 
Score: -2152305.000000 Penalty: 5049.873047
	Iteration 15Q: 3 clusters Score -2152305 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 20661 members 
Entering Unmasked Estep 
Score: -2152666.750000 Penalty: 5049.873047
	Iteration 16Q: 3 clusters Score -2152667 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 21142 members 
Entering Unmasked Estep 
Score: -2152928.000000 Penalty: 5049.873047
	Iteration 17Q: 3 clusters Score -2152928 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 21574 members 
Entering Unmasked Estep 
Score: -2153147.500000 Penalty: 5049.873047
	Iteration 18Q: 3 clusters Score -2153148 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 22000 members 
Entering Unmasked Estep 
Score: -2153342.000000 Penalty: 5049.873047
	Iteration 19Q: 3 clusters Score -2153342 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 22396 members 
Entering Unmasked Estep 
Score: -2153525.500000 Penalty: 5049.873047
	Iteration 20F: 3 clusters Score -2153526 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 22784 members 
Entering Unmasked Estep 
Score: -2153696.750000 Penalty: 5049.873047
	Iteration 21Q: 3 clusters Score -2153697 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 23144 members 
Entering Unmasked Estep 
Score: -2153863.750000 Penalty: 5049.873047
	Iteration 22Q: 3 clusters Score -2153864 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 23514 members 
Entering Unmasked Estep 
Score: -2154076.750000 Penalty: 5049.873047
	Iteration 23Q: 3 clusters Score -2154077 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 23872 members 
Entering Unmasked Estep 
Score: -2154270.250000 Penalty: 5049.873047
	Iteration 24Q: 3 clusters Score -2154270 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 24189 members 
Entering Unmasked Estep 
Score: -2154431.750000 Penalty: 5049.873047
	Iteration 25Q: 3 clusters Score -2154432 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 24451 members 
Entering Unmasked Estep 
Score: -2154573.250000 Penalty: 5049.873047
	Iteration 26Q: 3 clusters Score -2154573 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 24680 members 
Entering Unmasked Estep 
Score: -2154684.000000 Penalty: 5049.873047
	Iteration 27Q: 3 clusters Score -2154684 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 24880 members 
Entering Unmasked Estep 
Score: -2154797.250000 Penalty: 5049.873047
	Iteration 28Q: 3 clusters Score -2154797 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 25054 members 
Entering Unmasked Estep 
Score: -2154895.750000 Penalty: 5049.873047
	Iteration 29Q: 3 clusters Score -2154896 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 25183 members 
Entering Unmasked Estep 
Score: -2154972.250000 Penalty: 5049.873047
	Iteration 30Q: 3 clusters Score -2154972 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 25293 members 
Entering Unmasked Estep 
Score: -2155041.250000 Penalty: 5049.873047
	Iteration 31Q: 3 clusters Score -2155041 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 25377 members 
Entering Unmasked Estep 
Score: -2155088.250000 Penalty: 5049.873047
	Iteration 32Q: 3 clusters Score -2155088 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 25446 members 
Entering Unmasked Estep 
Score: -2155138.750000 Penalty: 5049.873047
	Iteration 33Q: 3 clusters Score -2155139 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 25509 members 
Entering Unmasked Estep 
Score: -2155177.000000 Penalty: 5049.873047
	Iteration 34Q: 3 clusters Score -2155177 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 25559 members 
Entering Unmasked Estep 
Score: -2155210.750000 Penalty: 5049.873047
	Iteration 35Q: 3 clusters Score -2155211 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 25594 members 
Entering Unmasked Estep 
Score: -2155232.250000 Penalty: 5049.873047
	Iteration 36Q: 3 clusters Score -2155232 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 25615 members 
Entering Unmasked Estep 
Score: -2155242.000000 Penalty: 5049.873047
	Iteration 37Q: 3 clusters Score -2155242 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 25627 members 
Entering Unmasked Estep 
Score: -2155249.000000 Penalty: 5049.873047
	Iteration 38Q: 3 clusters Score -2155249 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 25636 members 
Entering Unmasked Estep 
Score: -2155255.000000 Penalty: 5049.873047
	Iteration 39Q: 3 clusters Score -2155255 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 25641 members 
Entering Unmasked Estep 
Score: -2155257.250000 Penalty: 5049.873047
	Iteration 40F: 3 clusters Score -2155257 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 25642 members 
Entering Unmasked Estep 
Score: -2155259.750000 Penalty: 5049.873047
	Iteration 41Q: 3 clusters Score -2155260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 25645 members 
Entering Unmasked Estep 
Score: -2155259.500000 Penalty: 5049.873047
	Iteration 42Q: 3 clusters Score -2155260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 25649 members 
Entering Unmasked Estep 
Score: -2155262.500000 Penalty: 5049.873047
	Iteration 43Q: 3 clusters Score -2155262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 25652 members 
Entering Unmasked Estep 
Score: -2155263.000000 Penalty: 5049.873047
	Iteration 44Q: 3 clusters Score -2155263 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 25656 members 
Entering Unmasked Estep 
Score: -2155265.750000 Penalty: 5049.873047
	Iteration 45Q: 3 clusters Score -2155266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 25660 members 
Entering Unmasked Estep 
Score: -2155272.250000 Penalty: 5049.873047
	Iteration 46Q: 3 clusters Score -2155272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 25668 members 
Entering Unmasked Estep 
Score: -2155277.250000 Penalty: 5049.873047
	Iteration 47Q: 3 clusters Score -2155277 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 25673 members 
Entering Unmasked Estep 
Score: -2155282.750000 Penalty: 5049.873047
	Iteration 48Q: 3 clusters Score -2155283 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 25679 members 
Entering Unmasked Estep 
Score: -2155282.500000 Penalty: 5049.873047
	Iteration 49Q: 3 clusters Score -2155282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 25683 members 
Entering Unmasked Estep 
Score: -2155282.000000 Penalty: 5049.873047
	Iteration 50Q: 3 clusters Score -2155282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 25689 members 
Entering Unmasked Estep 
Score: -2155289.500000 Penalty: 5049.873047
	Iteration 51Q: 3 clusters Score -2155290 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 25698 members 
Entering Unmasked Estep 
Score: -2155300.750000 Penalty: 5049.873047
	Iteration 52Q: 3 clusters Score -2155301 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 25704 members 
Entering Unmasked Estep 
Score: -2155301.750000 Penalty: 5049.873047
	Iteration 53Q: 3 clusters Score -2155302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 25712 members 
Entering Unmasked Estep 
Score: -2155305.500000 Penalty: 5049.873047
	Iteration 54Q: 3 clusters Score -2155306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 25718 members 
Entering Unmasked Estep 
Score: -2155310.750000 Penalty: 5049.873047
	Iteration 55Q: 3 clusters Score -2155311 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 25729 members 
Entering Unmasked Estep 
Score: -2155314.750000 Penalty: 5049.873047
	Iteration 56Q: 3 clusters Score -2155315 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 25736 members 
Entering Unmasked Estep 
Score: -2155320.750000 Penalty: 5049.873047
	Iteration 57Q: 3 clusters Score -2155321 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 25744 members 
Entering Unmasked Estep 
Score: -2155327.000000 Penalty: 5049.873047
	Iteration 58Q: 3 clusters Score -2155327 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 25750 members 
Entering Unmasked Estep 
Score: -2155330.250000 Penalty: 5049.873047
	Iteration 59Q: 3 clusters Score -2155330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 25753 members 
Entering Unmasked Estep 
Score: -2155331.500000 Penalty: 5049.873047
	Iteration 60F: 3 clusters Score -2155332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 25761 members 
Entering Unmasked Estep 
Score: -2155338.000000 Penalty: 5049.873047
	Iteration 61Q: 3 clusters Score -2155338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 25768 members 
Entering Unmasked Estep 
Score: -2155341.750000 Penalty: 5049.873047
	Iteration 62Q: 3 clusters Score -2155342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 25771 members 
Entering Unmasked Estep 
Score: -2155343.000000 Penalty: 5049.873047
	Iteration 63Q: 3 clusters Score -2155343 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 25774 members 
Entering Unmasked Estep 
Score: -2155345.000000 Penalty: 5049.873047
	Iteration 64Q: 3 clusters Score -2155345 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 25778 members 
Entering Unmasked Estep 
Score: -2155352.250000 Penalty: 5049.873047
	Iteration 65Q: 3 clusters Score -2155352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 25783 members 
Entering Unmasked Estep 
Score: -2155356.250000 Penalty: 5049.873047
	Iteration 66Q: 3 clusters Score -2155356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 25788 members 
Entering Unmasked Estep 
Score: -2155359.000000 Penalty: 5049.873047
	Iteration 67Q: 3 clusters Score -2155359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 25791 members 
Entering Unmasked Estep 
Score: -2155364.250000 Penalty: 5049.873047
	Iteration 68Q: 3 clusters Score -2155364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 25792 members 
Entering Unmasked Estep 
Score: -2155364.250000 Penalty: 5049.873047
	Iteration 69Q: 3 clusters Score -2155364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 25792 members 
Entering Unmasked Estep 
Score: -2155364.250000 Penalty: 5049.873047
	Iteration 70F: 3 clusters Score -2155364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Entering Unmasked Estep 
Score: -74802.789062 Penalty: 1759.986816
	Iteration 0F: 2 clusters Score -74802.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -72746.460938 Penalty: 3519.973633
	Iteration 0F: 3 clusters Score -72746.46 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -73179.960938 Penalty: 3519.973633
	Iteration 1F: 3 clusters Score -73179.96 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -73391.992188 Penalty: 3519.973633
	Iteration 2F: 3 clusters Score -73391.99 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -73541.429688 Penalty: 3519.973633
	Iteration 3F: 3 clusters Score -73541.43 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -73656.710938 Penalty: 3519.973633
	Iteration 4Q: 3 clusters Score -73656.71 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -73728.390625 Penalty: 3519.973633
	Iteration 5Q: 3 clusters Score -73728.39 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -73821.570312 Penalty: 3519.973633
	Iteration 6Q: 3 clusters Score -73821.57 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -73877.156250 Penalty: 3519.973633
	Iteration 7Q: 3 clusters Score -73877.16 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -73910.421875 Penalty: 3519.973633
	Iteration 8Q: 3 clusters Score -73910.42 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -73940.257812 Penalty: 3519.973633
	Iteration 9Q: 3 clusters Score -73940.26 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -73966.257812 Penalty: 3519.973633
	Iteration 10Q: 3 clusters Score -73966.26 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -73990.703125 Penalty: 3519.973633
	Iteration 11Q: 3 clusters Score -73990.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -74007.546875 Penalty: 3519.973633
	Iteration 12Q: 3 clusters Score -74007.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -74026.195312 Penalty: 3519.973633
	Iteration 13Q: 3 clusters Score -74026.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -74046.101562 Penalty: 3519.973633
	Iteration 14Q: 3 clusters Score -74046.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -74067.984375 Penalty: 3519.973633
	Iteration 15Q: 3 clusters Score -74067.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -74087.164062 Penalty: 3519.973633
	Iteration 16Q: 3 clusters Score -74087.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -74096.429688 Penalty: 3519.973633
	Iteration 17Q: 3 clusters Score -74096.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -74107.351562 Penalty: 3519.973633
	Iteration 18Q: 3 clusters Score -74107.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -74116.625000 Penalty: 3519.973633
	Iteration 19Q: 3 clusters Score -74116.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -74134.976562 Penalty: 3519.973633
	Iteration 20F: 3 clusters Score -74134.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -74142.710938 Penalty: 3519.973633
	Iteration 21Q: 3 clusters Score -74142.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -74143.593750 Penalty: 3519.973633
	Iteration 22Q: 3 clusters Score -74143.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -74143.593750 Penalty: 3519.973633
	Iteration 23F: 3 clusters Score -74143.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (5318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Entering Unmasked Estep 
Score: -417440.625000 Penalty: 2127.555420
	Iteration 0F: 2 clusters Score -417440.6 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 2606 members 
Entering Unmasked Estep 
Score: -412691.281250 Penalty: 4255.110840
	Iteration 0F: 3 clusters Score -412691.3 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -413880.906250 Penalty: 4255.110840
	Iteration 1F: 3 clusters Score -413880.9 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -414115.812500 Penalty: 4255.110840
	Iteration 2F: 3 clusters Score -414115.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -414274.343750 Penalty: 4255.110840
	Iteration 3F: 3 clusters Score -414274.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -414399.781250 Penalty: 4255.110840
	Iteration 4Q: 3 clusters Score -414399.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -414491.718750 Penalty: 4255.110840
	Iteration 5Q: 3 clusters Score -414491.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -414571.812500 Penalty: 4255.110840
	Iteration 6Q: 3 clusters Score -414571.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -414634.250000 Penalty: 4255.110840
	Iteration 7Q: 3 clusters Score -414634.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -414690.937500 Penalty: 4255.110840
	Iteration 8Q: 3 clusters Score -414690.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -414758.125000 Penalty: 4255.110840
	Iteration 9Q: 3 clusters Score -414758.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -414817.906250 Penalty: 4255.110840
	Iteration 10Q: 3 clusters Score -414817.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -414875.187500 Penalty: 4255.110840
	Iteration 11Q: 3 clusters Score -414875.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -414928.843750 Penalty: 4255.110840
	Iteration 12Q: 3 clusters Score -414928.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -414981.187500 Penalty: 4255.110840
	Iteration 13Q: 3 clusters Score -414981.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -415026.281250 Penalty: 4255.110840
	Iteration 14Q: 3 clusters Score -415026.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -415066.437500 Penalty: 4255.110840
	Iteration 15Q: 3 clusters Score -415066.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -415107.187500 Penalty: 4255.110840
	Iteration 16Q: 3 clusters Score -415107.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -415143.468750 Penalty: 4255.110840
	Iteration 17Q: 3 clusters Score -415143.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -415184.125000 Penalty: 4255.110840
	Iteration 18Q: 3 clusters Score -415184.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -415228.468750 Penalty: 4255.110840
	Iteration 19Q: 3 clusters Score -415228.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -415270.437500 Penalty: 4255.110840
	Iteration 20F: 3 clusters Score -415270.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -415313.968750 Penalty: 4255.110840
	Iteration 21Q: 3 clusters Score -415314 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -415346.000000 Penalty: 4255.110840
	Iteration 22Q: 3 clusters Score -415346 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -415372.781250 Penalty: 4255.110840
	Iteration 23Q: 3 clusters Score -415372.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -415395.906250 Penalty: 4255.110840
	Iteration 24Q: 3 clusters Score -415395.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -415412.437500 Penalty: 4255.110840
	Iteration 25Q: 3 clusters Score -415412.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -415428.687500 Penalty: 4255.110840
	Iteration 26Q: 3 clusters Score -415428.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -415452.031250 Penalty: 4255.110840
	Iteration 27Q: 3 clusters Score -415452 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -415473.406250 Penalty: 4255.110840
	Iteration 28Q: 3 clusters Score -415473.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -415500.500000 Penalty: 4255.110840
	Iteration 29Q: 3 clusters Score -415500.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -415524.875000 Penalty: 4255.110840
	Iteration 30Q: 3 clusters Score -415524.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -415546.406250 Penalty: 4255.110840
	Iteration 31Q: 3 clusters Score -415546.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -415566.875000 Penalty: 4255.110840
	Iteration 32Q: 3 clusters Score -415566.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -415589.125000 Penalty: 4255.110840
	Iteration 33Q: 3 clusters Score -415589.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -415599.468750 Penalty: 4255.110840
	Iteration 34Q: 3 clusters Score -415599.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -415606.625000 Penalty: 4255.110840
	Iteration 35Q: 3 clusters Score -415606.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -415613.125000 Penalty: 4255.110840
	Iteration 36Q: 3 clusters Score -415613.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -415617.875000 Penalty: 4255.110840
	Iteration 37Q: 3 clusters Score -415617.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -415620.750000 Penalty: 4255.110840
	Iteration 38Q: 3 clusters Score -415620.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -415624.031250 Penalty: 4255.110840
	Iteration 39Q: 3 clusters Score -415624 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -415628.562500 Penalty: 4255.110840
	Iteration 40F: 3 clusters Score -415628.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -415636.531250 Penalty: 4255.110840
	Iteration 41Q: 3 clusters Score -415636.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -415641.250000 Penalty: 4255.110840
	Iteration 42Q: 3 clusters Score -415641.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -415644.593750 Penalty: 4255.110840
	Iteration 43Q: 3 clusters Score -415644.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -415648.281250 Penalty: 4255.110840
	Iteration 44Q: 3 clusters Score -415648.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -415650.156250 Penalty: 4255.110840
	Iteration 45Q: 3 clusters Score -415650.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -415652.718750 Penalty: 4255.110840
	Iteration 46Q: 3 clusters Score -415652.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -415654.593750 Penalty: 4255.110840
	Iteration 47Q: 3 clusters Score -415654.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -415656.687500 Penalty: 4255.110840
	Iteration 48Q: 3 clusters Score -415656.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -415661.062500 Penalty: 4255.110840
	Iteration 49Q: 3 clusters Score -415661.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -415663.687500 Penalty: 4255.110840
	Iteration 50Q: 3 clusters Score -415663.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -415666.812500 Penalty: 4255.110840
	Iteration 51Q: 3 clusters Score -415666.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -415669.281250 Penalty: 4255.110840
	Iteration 52Q: 3 clusters Score -415669.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -415670.500000 Penalty: 4255.110840
	Iteration 53Q: 3 clusters Score -415670.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -415670.468750 Penalty: 4255.110840
	Iteration 54Q: 3 clusters Score -415670.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -415670.468750 Penalty: 4255.110840
	Iteration 55F: 3 clusters Score -415670.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (71634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71634 members 
Entering Unmasked Estep 
Score: -5807025.000000 Penalty: 2772.472656
	Iteration 0F: 2 clusters Score -5807025 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35542 members 
Mstep: Class 2 contains 36092 members 
Entering Unmasked Estep 
Score: -5759187.500000 Penalty: 5544.945312
	Iteration 0F: 3 clusters Score -5759188 nChanged 33297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33357 members 
Mstep: Class 2 contains 38277 members 
Entering Unmasked Estep 
Score: -5778264.500000 Penalty: 5544.945312
	Iteration 1F: 3 clusters Score -5778264 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32017 members 
Mstep: Class 2 contains 39617 members 
Entering Unmasked Estep 
Score: -5779466.500000 Penalty: 5544.945312
	Iteration 2Q: 3 clusters Score -5779466 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30043 members 
Mstep: Class 2 contains 41591 members 
Entering Unmasked Estep 
Score: -5781372.500000 Penalty: 5544.945312
	Iteration 3F: 3 clusters Score -5781372 nChanged 4285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27342 members 
Mstep: Class 2 contains 44292 members 
Entering Unmasked Estep 
Score: -5784166.000000 Penalty: 5544.945312
	Iteration 4F: 3 clusters Score -5784166 nChanged 4958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23940 members 
Mstep: Class 2 contains 47694 members 
Entering Unmasked Estep 
Score: -5788065.500000 Penalty: 5544.945312
	Iteration 5F: 3 clusters Score -5788066 nChanged 5292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20164 members 
Mstep: Class 2 contains 51470 members 
Entering Unmasked Estep 
Score: -5792853.500000 Penalty: 5544.945312
	Iteration 6F: 3 clusters Score -5792854 nChanged 4876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 54832 members 
Entering Unmasked Estep 
Score: -5797617.000000 Penalty: 5544.945312
	Iteration 7F: 3 clusters Score -5797617 nChanged 3893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 57251 members 
Entering Unmasked Estep 
Score: -5801437.000000 Penalty: 5544.945312
	Iteration 8F: 3 clusters Score -5801437 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 58746 members 
Entering Unmasked Estep 
Score: -5803643.000000 Penalty: 5544.945312
	Iteration 9Q: 3 clusters Score -5803643 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 59657 members 
Entering Unmasked Estep 
Score: -5804767.000000 Penalty: 5544.945312
	Iteration 10Q: 3 clusters Score -5804767 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 60331 members 
Entering Unmasked Estep 
Score: -5805358.500000 Penalty: 5544.945312
	Iteration 11Q: 3 clusters Score -5805358 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 60837 members 
Entering Unmasked Estep 
Score: -5805634.500000 Penalty: 5544.945312
	Iteration 12Q: 3 clusters Score -5805634 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 61220 members 
Entering Unmasked Estep 
Score: -5805779.500000 Penalty: 5544.945312
	Iteration 13Q: 3 clusters Score -5805780 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 61508 members 
Entering Unmasked Estep 
Score: -5805843.000000 Penalty: 5544.945312
	Iteration 14Q: 3 clusters Score -5805843 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 61753 members 
Entering Unmasked Estep 
Score: -5805898.000000 Penalty: 5544.945312
	Iteration 15Q: 3 clusters Score -5805898 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 61955 members 
Entering Unmasked Estep 
Score: -5805950.500000 Penalty: 5544.945312
	Iteration 16Q: 3 clusters Score -5805950 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 62117 members 
Entering Unmasked Estep 
Score: -5805985.500000 Penalty: 5544.945312
	Iteration 17Q: 3 clusters Score -5805986 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 62268 members 
Entering Unmasked Estep 
Score: -5806016.000000 Penalty: 5544.945312
	Iteration 18Q: 3 clusters Score -5806016 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 62411 members 
Entering Unmasked Estep 
Score: -5806026.000000 Penalty: 5544.945312
	Iteration 19Q: 3 clusters Score -5806026 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 62522 members 
Entering Unmasked Estep 
Score: -5806063.000000 Penalty: 5544.945312
	Iteration 20F: 3 clusters Score -5806063 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 62624 members 
Entering Unmasked Estep 
Score: -5806064.000000 Penalty: 5544.945312
	Iteration 21Q: 3 clusters Score -5806064 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 62698 members 
Entering Unmasked Estep 
Score: -5806055.500000 Penalty: 5544.945312
	Iteration 22Q: 3 clusters Score -5806056 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 62772 members 
Entering Unmasked Estep 
Score: -5806045.500000 Penalty: 5544.945312
	Iteration 23Q: 3 clusters Score -5806046 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 62837 members 
Entering Unmasked Estep 
Score: -5806063.500000 Penalty: 5544.945312
	Iteration 24Q: 3 clusters Score -5806064 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 62885 members 
Entering Unmasked Estep 
Score: -5806059.000000 Penalty: 5544.945312
	Iteration 25Q: 3 clusters Score -5806059 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 62927 members 
Entering Unmasked Estep 
Score: -5806060.500000 Penalty: 5544.945312
	Iteration 26Q: 3 clusters Score -5806060 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 62968 members 
Entering Unmasked Estep 
Score: -5806063.500000 Penalty: 5544.945312
	Iteration 27Q: 3 clusters Score -5806064 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 63012 members 
Entering Unmasked Estep 
Score: -5806086.500000 Penalty: 5544.945312
	Iteration 28Q: 3 clusters Score -5806086 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 63060 members 
Entering Unmasked Estep 
Score: -5806082.000000 Penalty: 5544.945312
	Iteration 29Q: 3 clusters Score -5806082 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 63087 members 
Entering Unmasked Estep 
Score: -5806098.500000 Penalty: 5544.945312
	Iteration 30Q: 3 clusters Score -5806098 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 63115 members 
Entering Unmasked Estep 
Score: -5806093.000000 Penalty: 5544.945312
	Iteration 31Q: 3 clusters Score -5806093 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 63146 members 
Entering Unmasked Estep 
Score: -5806102.000000 Penalty: 5544.945312
	Iteration 32Q: 3 clusters Score -5806102 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 63172 members 
Entering Unmasked Estep 
Score: -5806105.500000 Penalty: 5544.945312
	Iteration 33Q: 3 clusters Score -5806106 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 63202 members 
Entering Unmasked Estep 
Score: -5806111.500000 Penalty: 5544.945312
	Iteration 34Q: 3 clusters Score -5806112 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 63239 members 
Entering Unmasked Estep 
Score: -5806097.000000 Penalty: 5544.945312
	Iteration 35Q: 3 clusters Score -5806097 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 63268 members 
Entering Unmasked Estep 
Score: -5806101.000000 Penalty: 5544.945312
	Iteration 36Q: 3 clusters Score -5806101 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 63290 members 
Entering Unmasked Estep 
Score: -5806098.000000 Penalty: 5544.945312
	Iteration 37Q: 3 clusters Score -5806098 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 63318 members 
Entering Unmasked Estep 
Score: -5806120.000000 Penalty: 5544.945312
	Iteration 38Q: 3 clusters Score -5806120 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 63347 members 
Entering Unmasked Estep 
Score: -5806122.500000 Penalty: 5544.945312
	Iteration 39Q: 3 clusters Score -5806122 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 63371 members 
Entering Unmasked Estep 
Score: -5806121.000000 Penalty: 5544.945312
	Iteration 40F: 3 clusters Score -5806121 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 63393 members 
Entering Unmasked Estep 
Score: -5806127.000000 Penalty: 5544.945312
	Iteration 41Q: 3 clusters Score -5806127 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 63410 members 
Entering Unmasked Estep 
Score: -5806122.500000 Penalty: 5544.945312
	Iteration 42Q: 3 clusters Score -5806122 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 63426 members 
Entering Unmasked Estep 
Score: -5806116.500000 Penalty: 5544.945312
	Iteration 43Q: 3 clusters Score -5806116 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 63447 members 
Entering Unmasked Estep 
Score: -5806136.500000 Penalty: 5544.945312
	Iteration 44Q: 3 clusters Score -5806136 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 63471 members 
Entering Unmasked Estep 
Score: -5806133.500000 Penalty: 5544.945312
	Iteration 45Q: 3 clusters Score -5806134 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 63503 members 
Entering Unmasked Estep 
Score: -5806140.500000 Penalty: 5544.945312
	Iteration 46Q: 3 clusters Score -5806140 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 63531 members 
Entering Unmasked Estep 
Score: -5806142.500000 Penalty: 5544.945312
	Iteration 47Q: 3 clusters Score -5806142 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 63555 members 
Entering Unmasked Estep 
Score: -5806135.500000 Penalty: 5544.945312
	Iteration 48Q: 3 clusters Score -5806136 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 63581 members 
Entering Unmasked Estep 
Score: -5806134.000000 Penalty: 5544.945312
	Iteration 49Q: 3 clusters Score -5806134 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 63602 members 
Entering Unmasked Estep 
Score: -5806141.000000 Penalty: 5544.945312
	Iteration 50Q: 3 clusters Score -5806141 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 63617 members 
Entering Unmasked Estep 
Score: -5806153.000000 Penalty: 5544.945312
	Iteration 51Q: 3 clusters Score -5806153 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 63628 members 
Entering Unmasked Estep 
Score: -5806156.000000 Penalty: 5544.945312
	Iteration 52Q: 3 clusters Score -5806156 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 63641 members 
Entering Unmasked Estep 
Score: -5806146.500000 Penalty: 5544.945312
	Iteration 53Q: 3 clusters Score -5806146 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 63653 members 
Entering Unmasked Estep 
Score: -5806140.000000 Penalty: 5544.945312
	Iteration 54Q: 3 clusters Score -5806140 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 63662 members 
Entering Unmasked Estep 
Score: -5806147.000000 Penalty: 5544.945312
	Iteration 55Q: 3 clusters Score -5806147 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 63677 members 
Entering Unmasked Estep 
Score: -5806153.000000 Penalty: 5544.945312
	Iteration 56Q: 3 clusters Score -5806153 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 63686 members 
Entering Unmasked Estep 
Score: -5806146.000000 Penalty: 5544.945312
	Iteration 57Q: 3 clusters Score -5806146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 63692 members 
Entering Unmasked Estep 
Score: -5806140.500000 Penalty: 5544.945312
	Iteration 58Q: 3 clusters Score -5806140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 63700 members 
Entering Unmasked Estep 
Score: -5806154.500000 Penalty: 5544.945312
	Iteration 59Q: 3 clusters Score -5806154 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 63710 members 
Entering Unmasked Estep 
Score: -5806153.000000 Penalty: 5544.945312
	Iteration 60F: 3 clusters Score -5806153 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 63719 members 
Entering Unmasked Estep 
Score: -5806148.000000 Penalty: 5544.945312
	Iteration 61Q: 3 clusters Score -5806148 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 63731 members 
Entering Unmasked Estep 
Score: -5806147.000000 Penalty: 5544.945312
	Iteration 62Q: 3 clusters Score -5806147 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 63743 members 
Entering Unmasked Estep 
Score: -5806139.000000 Penalty: 5544.945312
	Iteration 63Q: 3 clusters Score -5806139 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 63751 members 
Entering Unmasked Estep 
Score: -5806134.500000 Penalty: 5544.945312
	Iteration 64Q: 3 clusters Score -5806134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 63758 members 
Entering Unmasked Estep 
Score: -5806133.000000 Penalty: 5544.945312
	Iteration 65Q: 3 clusters Score -5806133 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 63763 members 
Entering Unmasked Estep 
Score: -5806139.000000 Penalty: 5544.945312
	Iteration 66Q: 3 clusters Score -5806139 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 63771 members 
Entering Unmasked Estep 
Score: -5806142.500000 Penalty: 5544.945312
	Iteration 67Q: 3 clusters Score -5806142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 63780 members 
Entering Unmasked Estep 
Score: -5806140.000000 Penalty: 5544.945312
	Iteration 68Q: 3 clusters Score -5806140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 63788 members 
Entering Unmasked Estep 
Score: -5806154.000000 Penalty: 5544.945312
	Iteration 69Q: 3 clusters Score -5806154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 63796 members 
Entering Unmasked Estep 
Score: -5806151.500000 Penalty: 5544.945312
	Iteration 70Q: 3 clusters Score -5806152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 63805 members 
Entering Unmasked Estep 
Score: -5806155.000000 Penalty: 5544.945312
	Iteration 71Q: 3 clusters Score -5806155 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 63813 members 
Entering Unmasked Estep 
Score: -5806153.000000 Penalty: 5544.945312
	Iteration 72Q: 3 clusters Score -5806153 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 63818 members 
Entering Unmasked Estep 
Score: -5806149.000000 Penalty: 5544.945312
	Iteration 73Q: 3 clusters Score -5806149 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 63822 members 
Entering Unmasked Estep 
Score: -5806151.000000 Penalty: 5544.945312
	Iteration 74Q: 3 clusters Score -5806151 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 63827 members 
Entering Unmasked Estep 
Score: -5806159.000000 Penalty: 5544.945312
	Iteration 75Q: 3 clusters Score -5806159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 63828 members 
Entering Unmasked Estep 
Score: -5806156.500000 Penalty: 5544.945312
	Iteration 76Q: 3 clusters Score -5806156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 63828 members 
Entering Unmasked Estep 
Score: -5806156.500000 Penalty: 5544.945312
	Iteration 77F: 3 clusters Score -5806156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (515677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515677 members 
Entering Unmasked Estep 
Score: -40614476.000000 Penalty: 3262.002441
	Iteration 0F: 2 clusters Score -4.061448e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257771 members 
Mstep: Class 2 contains 257906 members 
Entering Unmasked Estep 
Score: -40266104.000000 Penalty: 6524.004883
	Iteration 0F: 3 clusters Score -4.02661e+07 nChanged 251252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256399 members 
Mstep: Class 2 contains 259278 members 
Entering Unmasked Estep 
Score: -40417088.000000 Penalty: 6524.004883
	Iteration 1F: 3 clusters Score -4.041709e+07 nChanged 11935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255810 members 
Mstep: Class 2 contains 259867 members 
Entering Unmasked Estep 
Score: -40419188.000000 Penalty: 6524.004883
	Iteration 2Q: 3 clusters Score -4.041919e+07 nChanged 13358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255022 members 
Mstep: Class 2 contains 260655 members 
Entering Unmasked Estep 
Score: -40421996.000000 Penalty: 6524.004883
	Iteration 3Q: 3 clusters Score -4.0422e+07 nChanged 15260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253980 members 
Mstep: Class 2 contains 261697 members 
Entering Unmasked Estep 
Score: -40425640.000000 Penalty: 6524.004883
	Iteration 4Q: 3 clusters Score -4.042564e+07 nChanged 17591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252915 members 
Mstep: Class 2 contains 262762 members 
Entering Unmasked Estep 
Score: -40431448.000000 Penalty: 6524.004883
	Iteration 5Q: 3 clusters Score -4.043145e+07 nChanged 20204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251557 members 
Mstep: Class 2 contains 264120 members 
Entering Unmasked Estep 
Score: -40438848.000000 Penalty: 6524.004883
	Iteration 6Q: 3 clusters Score -4.043885e+07 nChanged 23061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249600 members 
Mstep: Class 2 contains 266077 members 
Entering Unmasked Estep 
Score: -40448448.000000 Penalty: 6524.004883
	Iteration 7Q: 3 clusters Score -4.044845e+07 nChanged 25683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247295 members 
Mstep: Class 2 contains 268382 members 
Entering Unmasked Estep 
Score: -40459888.000000 Penalty: 6524.004883
	Iteration 8Q: 3 clusters Score -4.045989e+07 nChanged 26824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244607 members 
Mstep: Class 2 contains 271070 members 
Entering Unmasked Estep 
Score: -40472712.000000 Penalty: 6524.004883
	Iteration 9F: 3 clusters Score -4.047271e+07 nChanged 26725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241290 members 
Mstep: Class 2 contains 274387 members 
Entering Unmasked Estep 
Score: -40484912.000000 Penalty: 6524.004883
	Iteration 10F: 3 clusters Score -4.048491e+07 nChanged 24992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237164 members 
Mstep: Class 2 contains 278513 members 
Entering Unmasked Estep 
Score: -40497304.000000 Penalty: 6524.004883
	Iteration 11Q: 3 clusters Score -4.04973e+07 nChanged 22990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232736 members 
Mstep: Class 2 contains 282941 members 
Entering Unmasked Estep 
Score: -40508756.000000 Penalty: 6524.004883
	Iteration 12Q: 3 clusters Score -4.050876e+07 nChanged 20724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228338 members 
Mstep: Class 2 contains 287339 members 
Entering Unmasked Estep 
Score: -40517428.000000 Penalty: 6524.004883
	Iteration 13Q: 3 clusters Score -4.051743e+07 nChanged 17718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224328 members 
Mstep: Class 2 contains 291349 members 
Entering Unmasked Estep 
Score: -40524620.000000 Penalty: 6524.004883
	Iteration 14Q: 3 clusters Score -4.052462e+07 nChanged 14134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220860 members 
Mstep: Class 2 contains 294817 members 
Entering Unmasked Estep 
Score: -40528736.000000 Penalty: 6524.004883
	Iteration 15Q: 3 clusters Score -4.052874e+07 nChanged 10331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217697 members 
Mstep: Class 2 contains 297980 members 
Entering Unmasked Estep 
Score: -40530932.000000 Penalty: 6524.004883
	Iteration 16Q: 3 clusters Score -4.053093e+07 nChanged 7470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214585 members 
Mstep: Class 2 contains 301092 members 
Entering Unmasked Estep 
Score: -40532268.000000 Penalty: 6524.004883
	Iteration 17Q: 3 clusters Score -4.053227e+07 nChanged 5809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211234 members 
Mstep: Class 2 contains 304443 members 
Entering Unmasked Estep 
Score: -40533292.000000 Penalty: 6524.004883
	Iteration 18Q: 3 clusters Score -4.053329e+07 nChanged 5118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207590 members 
Mstep: Class 2 contains 308087 members 
Entering Unmasked Estep 
Score: -40534092.000000 Penalty: 6524.004883
	Iteration 19Q: 3 clusters Score -4.053409e+07 nChanged 5162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203636 members 
Mstep: Class 2 contains 312041 members 
Entering Unmasked Estep 
Score: -40535224.000000 Penalty: 6524.004883
	Iteration 20F: 3 clusters Score -4.053522e+07 nChanged 5231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199453 members 
Mstep: Class 2 contains 316224 members 
Entering Unmasked Estep 
Score: -40536420.000000 Penalty: 6524.004883
	Iteration 21Q: 3 clusters Score -4.053642e+07 nChanged 5399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194902 members 
Mstep: Class 2 contains 320775 members 
Entering Unmasked Estep 
Score: -40537724.000000 Penalty: 6524.004883
	Iteration 22Q: 3 clusters Score -4.053772e+07 nChanged 5728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189936 members 
Mstep: Class 2 contains 325741 members 
Entering Unmasked Estep 
Score: -40539068.000000 Penalty: 6524.004883
	Iteration 23Q: 3 clusters Score -4.053907e+07 nChanged 5950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184668 members 
Mstep: Class 2 contains 331009 members 
Entering Unmasked Estep 
Score: -40540644.000000 Penalty: 6524.004883
	Iteration 24Q: 3 clusters Score -4.054064e+07 nChanged 6164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179086 members 
Mstep: Class 2 contains 336591 members 
Entering Unmasked Estep 
Score: -40541584.000000 Penalty: 6524.004883
	Iteration 25Q: 3 clusters Score -4.054158e+07 nChanged 6435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173135 members 
Mstep: Class 2 contains 342542 members 
Entering Unmasked Estep 
Score: -40543136.000000 Penalty: 6524.004883
	Iteration 26Q: 3 clusters Score -4.054314e+07 nChanged 6383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167072 members 
Mstep: Class 2 contains 348605 members 
Entering Unmasked Estep 
Score: -40544564.000000 Penalty: 6524.004883
	Iteration 27Q: 3 clusters Score -4.054456e+07 nChanged 6482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160810 members 
Mstep: Class 2 contains 354867 members 
Entering Unmasked Estep 
Score: -40546324.000000 Penalty: 6524.004883
	Iteration 28Q: 3 clusters Score -4.054632e+07 nChanged 6647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154319 members 
Mstep: Class 2 contains 361358 members 
Entering Unmasked Estep 
Score: -40547856.000000 Penalty: 6524.004883
	Iteration 29Q: 3 clusters Score -4.054786e+07 nChanged 6761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147648 members 
Mstep: Class 2 contains 368029 members 
Entering Unmasked Estep 
Score: -40549324.000000 Penalty: 6524.004883
	Iteration 30Q: 3 clusters Score -4.054932e+07 nChanged 7138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140574 members 
Mstep: Class 2 contains 375103 members 
Entering Unmasked Estep 
Score: -40551020.000000 Penalty: 6524.004883
	Iteration 31Q: 3 clusters Score -4.055102e+07 nChanged 7429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133191 members 
Mstep: Class 2 contains 382486 members 
Entering Unmasked Estep 
Score: -40552584.000000 Penalty: 6524.004883
	Iteration 32Q: 3 clusters Score -4.055258e+07 nChanged 7590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125615 members 
Mstep: Class 2 contains 390062 members 
Entering Unmasked Estep 
Score: -40554776.000000 Penalty: 6524.004883
	Iteration 33Q: 3 clusters Score -4.055478e+07 nChanged 7934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117691 members 
Mstep: Class 2 contains 397986 members 
Entering Unmasked Estep 
Score: -40557012.000000 Penalty: 6524.004883
	Iteration 34Q: 3 clusters Score -4.055701e+07 nChanged 8156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109541 members 
Mstep: Class 2 contains 406136 members 
Entering Unmasked Estep 
Score: -40559468.000000 Penalty: 6524.004883
	Iteration 35Q: 3 clusters Score -4.055947e+07 nChanged 8562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100981 members 
Mstep: Class 2 contains 414696 members 
Entering Unmasked Estep 
Score: -40562144.000000 Penalty: 6524.004883
	Iteration 36Q: 3 clusters Score -4.056214e+07 nChanged 8844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92137 members 
Mstep: Class 2 contains 423540 members 
Entering Unmasked Estep 
Score: -40565176.000000 Penalty: 6524.004883
	Iteration 37Q: 3 clusters Score -4.056518e+07 nChanged 9045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83092 members 
Mstep: Class 2 contains 432585 members 
Entering Unmasked Estep 
Score: -40568580.000000 Penalty: 6524.004883
	Iteration 38Q: 3 clusters Score -4.056858e+07 nChanged 9311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73781 members 
Mstep: Class 2 contains 441896 members 
Entering Unmasked Estep 
Score: -40572308.000000 Penalty: 6524.004883
	Iteration 39Q: 3 clusters Score -4.057231e+07 nChanged 9411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64370 members 
Mstep: Class 2 contains 451307 members 
Entering Unmasked Estep 
Score: -40576292.000000 Penalty: 6524.004883
	Iteration 40F: 3 clusters Score -4.057629e+07 nChanged 9629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54741 members 
Mstep: Class 2 contains 460936 members 
Entering Unmasked Estep 
Score: -40580772.000000 Penalty: 6524.004883
	Iteration 41Q: 3 clusters Score -4.058077e+07 nChanged 9572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45169 members 
Mstep: Class 2 contains 470508 members 
Entering Unmasked Estep 
Score: -40585772.000000 Penalty: 6524.004883
	Iteration 42Q: 3 clusters Score -4.058577e+07 nChanged 9171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35998 members 
Mstep: Class 2 contains 479679 members 
Entering Unmasked Estep 
Score: -40590952.000000 Penalty: 6524.004883
	Iteration 43Q: 3 clusters Score -4.059095e+07 nChanged 8641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27357 members 
Mstep: Class 2 contains 488320 members 
Entering Unmasked Estep 
Score: -40595864.000000 Penalty: 6524.004883
	Iteration 44Q: 3 clusters Score -4.059586e+07 nChanged 7552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19805 members 
Mstep: Class 2 contains 495872 members 
Entering Unmasked Estep 
Score: -40600500.000000 Penalty: 6524.004883
	Iteration 45Q: 3 clusters Score -4.06005e+07 nChanged 6026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 501898 members 
Entering Unmasked Estep 
Score: -40604088.000000 Penalty: 6524.004883
	Iteration 46Q: 3 clusters Score -4.060409e+07 nChanged 4492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 506390 members 
Entering Unmasked Estep 
Score: -40606560.000000 Penalty: 6524.004883
	Iteration 47Q: 3 clusters Score -4.060656e+07 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 509456 members 
Entering Unmasked Estep 
Score: -40608272.000000 Penalty: 6524.004883
	Iteration 48Q: 3 clusters Score -4.060827e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 511485 members 
Entering Unmasked Estep 
Score: -40609600.000000 Penalty: 6524.004883
	Iteration 49Q: 3 clusters Score -4.06096e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 512704 members 
Entering Unmasked Estep 
Score: -40610404.000000 Penalty: 6524.004883
	Iteration 50Q: 3 clusters Score -4.06104e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 513487 members 
Entering Unmasked Estep 
Score: -40610852.000000 Penalty: 6524.004883
	Iteration 51Q: 3 clusters Score -4.061085e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 513975 members 
Entering Unmasked Estep 
Score: -40611172.000000 Penalty: 6524.004883
	Iteration 52Q: 3 clusters Score -4.061117e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 514264 members 
Entering Unmasked Estep 
Score: -40611292.000000 Penalty: 6524.004883
	Iteration 53Q: 3 clusters Score -4.061129e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 514438 members 
Entering Unmasked Estep 
Score: -40611376.000000 Penalty: 6524.004883
	Iteration 54Q: 3 clusters Score -4.061138e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 514547 members 
Entering Unmasked Estep 
Score: -40611432.000000 Penalty: 6524.004883
	Iteration 55Q: 3 clusters Score -4.061143e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 514624 members 
Entering Unmasked Estep 
Score: -40611524.000000 Penalty: 6524.004883
	Iteration 56Q: 3 clusters Score -4.061152e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 514676 members 
Entering Unmasked Estep 
Score: -40611560.000000 Penalty: 6524.004883
	Iteration 57Q: 3 clusters Score -4.061156e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 514712 members 
Entering Unmasked Estep 
Score: -40611532.000000 Penalty: 6524.004883
	Iteration 58Q: 3 clusters Score -4.061153e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 514732 members 
Entering Unmasked Estep 
Score: -40611580.000000 Penalty: 6524.004883
	Iteration 59Q: 3 clusters Score -4.061158e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 514753 members 
Entering Unmasked Estep 
Score: -40611560.000000 Penalty: 6524.004883
	Iteration 60F: 3 clusters Score -4.061156e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 514772 members 
Entering Unmasked Estep 
Score: -40611580.000000 Penalty: 6524.004883
	Iteration 61Q: 3 clusters Score -4.061158e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 514791 members 
Entering Unmasked Estep 
Score: -40611612.000000 Penalty: 6524.004883
	Iteration 62Q: 3 clusters Score -4.061161e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 514799 members 
Entering Unmasked Estep 
Score: -40611604.000000 Penalty: 6524.004883
	Iteration 63Q: 3 clusters Score -4.06116e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 514810 members 
Entering Unmasked Estep 
Score: -40611628.000000 Penalty: 6524.004883
	Iteration 64Q: 3 clusters Score -4.061163e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 514820 members 
Entering Unmasked Estep 
Score: -40611628.000000 Penalty: 6524.004883
	Iteration 65Q: 3 clusters Score -4.061163e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 514829 members 
Entering Unmasked Estep 
Score: -40611608.000000 Penalty: 6524.004883
	Iteration 66Q: 3 clusters Score -4.061161e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 514839 members 
Entering Unmasked Estep 
Score: -40611608.000000 Penalty: 6524.004883
	Iteration 67Q: 3 clusters Score -4.061161e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 514849 members 
Entering Unmasked Estep 
Score: -40611640.000000 Penalty: 6524.004883
	Iteration 68Q: 3 clusters Score -4.061164e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 514854 members 
Entering Unmasked Estep 
Score: -40611648.000000 Penalty: 6524.004883
	Iteration 69Q: 3 clusters Score -4.061165e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 514859 members 
Entering Unmasked Estep 
Score: -40611632.000000 Penalty: 6524.004883
	Iteration 70Q: 3 clusters Score -4.061163e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 514866 members 
Entering Unmasked Estep 
Score: -40611644.000000 Penalty: 6524.004883
	Iteration 71Q: 3 clusters Score -4.061164e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 514868 members 
Entering Unmasked Estep 
Score: -40611636.000000 Penalty: 6524.004883
	Iteration 72Q: 3 clusters Score -4.061164e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 514867 members 
Entering Unmasked Estep 
Score: -40611636.000000 Penalty: 6524.004883
	Iteration 73Q: 3 clusters Score -4.061164e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 514868 members 
Entering Unmasked Estep 
Score: -40611632.000000 Penalty: 6524.004883
	Iteration 74Q: 3 clusters Score -4.061163e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 514868 members 
Entering Unmasked Estep 
Score: -40611632.000000 Penalty: 6524.004883
	Iteration 75F: 3 clusters Score -4.061163e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8425 members 
Mstep: Class 4 contains 3243 members 
Mstep: Class 5 contains 17369 members 
Mstep: Class 6 contains 28379 members 
Mstep: Class 7 contains 19099 members 
Mstep: Class 8 contains 6520 members 
Mstep: Class 9 contains 60306 members 
Mstep: Class 10 contains 70282 members 
Mstep: Class 11 contains 6060 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14320 members 
Mstep: Class 14 contains 4791 members 
Mstep: Class 15 contains 7830 members 
Mstep: Class 16 contains 6145 members 
Mstep: Class 17 contains 153504 members 
Mstep: Class 18 contains 7439 members 
Mstep: Class 19 contains 39762 members 
Mstep: Class 20 contains 23967 members 
Mstep: Class 21 contains 6257 members 
Mstep: Class 22 contains 4037 members 
Mstep: Class 23 contains 77063 members 
Mstep: Class 24 contains 4544 members 
Mstep: Class 25 contains 5000 members 
Mstep: Class 26 contains 64112 members 
Mstep: Class 27 contains 4508 members 
Mstep: Class 28 contains 120052 members 
Mstep: Class 29 contains 13739 members 
Mstep: Class 30 contains 44781 members 
Mstep: Class 31 contains 26402 members 
Mstep: Class 32 contains 1208 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 71634 members 
Mstep: Class 35 contains 515677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984248.000000 Penalty: 123221.835938
Iteration 319Q: 36 clusters Score -1.119842e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8426 members 
Mstep: Class 4 contains 3243 members 
Mstep: Class 5 contains 17370 members 
Mstep: Class 6 contains 28383 members 
Mstep: Class 7 contains 19098 members 
Mstep: Class 8 contains 6520 members 
Mstep: Class 9 contains 60302 members 
Mstep: Class 10 contains 70281 members 
Mstep: Class 11 contains 6060 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14321 members 
Mstep: Class 14 contains 4791 members 
Mstep: Class 15 contains 7830 members 
Mstep: Class 16 contains 6145 members 
Mstep: Class 17 contains 153505 members 
Mstep: Class 18 contains 7439 members 
Mstep: Class 19 contains 39763 members 
Mstep: Class 20 contains 23968 members 
Mstep: Class 21 contains 6257 members 
Mstep: Class 22 contains 4037 members 
Mstep: Class 23 contains 77065 members 
Mstep: Class 24 contains 4544 members 
Mstep: Class 25 contains 5000 members 
Mstep: Class 26 contains 64114 members 
Mstep: Class 27 contains 4508 members 
Mstep: Class 28 contains 120048 members 
Mstep: Class 29 contains 13739 members 
Mstep: Class 30 contains 44788 members 
Mstep: Class 31 contains 26408 members 
Mstep: Class 32 contains 1208 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 71636 members 
Mstep: Class 35 contains 515657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984328.000000 Penalty: 123221.835938
Iteration 320F: 36 clusters Score -1.119843e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8427 members 
Mstep: Class 4 contains 3243 members 
Mstep: Class 5 contains 17375 members 
Mstep: Class 6 contains 28384 members 
Mstep: Class 7 contains 19099 members 
Mstep: Class 8 contains 6520 members 
Mstep: Class 9 contains 60301 members 
Mstep: Class 10 contains 70281 members 
Mstep: Class 11 contains 6060 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14318 members 
Mstep: Class 14 contains 4791 members 
Mstep: Class 15 contains 7830 members 
Mstep: Class 16 contains 6145 members 
Mstep: Class 17 contains 153505 members 
Mstep: Class 18 contains 7440 members 
Mstep: Class 19 contains 39762 members 
Mstep: Class 20 contains 23968 members 
Mstep: Class 21 contains 6257 members 
Mstep: Class 22 contains 4037 members 
Mstep: Class 23 contains 77066 members 
Mstep: Class 24 contains 4544 members 
Mstep: Class 25 contains 5001 members 
Mstep: Class 26 contains 64118 members 
Mstep: Class 27 contains 4508 members 
Mstep: Class 28 contains 120043 members 
Mstep: Class 29 contains 13739 members 
Mstep: Class 30 contains 44798 members 
Mstep: Class 31 contains 26411 members 
Mstep: Class 32 contains 1208 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 71645 members 
Mstep: Class 35 contains 515629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984432.000000 Penalty: 123221.835938
Iteration 321Q: 36 clusters Score -1.119844e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8427 members 
Mstep: Class 4 contains 3243 members 
Mstep: Class 5 contains 17382 members 
Mstep: Class 6 contains 28384 members 
Mstep: Class 7 contains 19099 members 
Mstep: Class 8 contains 6519 members 
Mstep: Class 9 contains 60299 members 
Mstep: Class 10 contains 70281 members 
Mstep: Class 11 contains 6061 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14316 members 
Mstep: Class 14 contains 4791 members 
Mstep: Class 15 contains 7830 members 
Mstep: Class 16 contains 6145 members 
Mstep: Class 17 contains 153505 members 
Mstep: Class 18 contains 7440 members 
Mstep: Class 19 contains 39763 members 
Mstep: Class 20 contains 23968 members 
Mstep: Class 21 contains 6257 members 
Mstep: Class 22 contains 4037 members 
Mstep: Class 23 contains 77066 members 
Mstep: Class 24 contains 4544 members 
Mstep: Class 25 contains 5002 members 
Mstep: Class 26 contains 64121 members 
Mstep: Class 27 contains 4508 members 
Mstep: Class 28 contains 120042 members 
Mstep: Class 29 contains 13739 members 
Mstep: Class 30 contains 44811 members 
Mstep: Class 31 contains 26417 members 
Mstep: Class 32 contains 1208 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 71657 members 
Mstep: Class 35 contains 515590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984432.000000 Penalty: 123221.835938
Iteration 322Q: 36 clusters Score -1.119844e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8427 members 
Mstep: Class 4 contains 3243 members 
Mstep: Class 5 contains 17388 members 
Mstep: Class 6 contains 28388 members 
Mstep: Class 7 contains 19098 members 
Mstep: Class 8 contains 6519 members 
Mstep: Class 9 contains 60296 members 
Mstep: Class 10 contains 70282 members 
Mstep: Class 11 contains 6062 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14316 members 
Mstep: Class 14 contains 4791 members 
Mstep: Class 15 contains 7829 members 
Mstep: Class 16 contains 6145 members 
Mstep: Class 17 contains 153505 members 
Mstep: Class 18 contains 7440 members 
Mstep: Class 19 contains 39764 members 
Mstep: Class 20 contains 23968 members 
Mstep: Class 21 contains 6257 members 
Mstep: Class 22 contains 4037 members 
Mstep: Class 23 contains 77065 members 
Mstep: Class 24 contains 4544 members 
Mstep: Class 25 contains 5002 members 
Mstep: Class 26 contains 64123 members 
Mstep: Class 27 contains 4508 members 
Mstep: Class 28 contains 120040 members 
Mstep: Class 29 contains 13739 members 
Mstep: Class 30 contains 44821 members 
Mstep: Class 31 contains 26419 members 
Mstep: Class 32 contains 1208 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 71666 members 
Mstep: Class 35 contains 515562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984384.000000 Penalty: 123221.835938
Iteration 323Q: 36 clusters Score -1.119844e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8427 members 
Mstep: Class 4 contains 3243 members 
Mstep: Class 5 contains 17391 members 
Mstep: Class 6 contains 28394 members 
Mstep: Class 7 contains 19098 members 
Mstep: Class 8 contains 6519 members 
Mstep: Class 9 contains 60294 members 
Mstep: Class 10 contains 70283 members 
Mstep: Class 11 contains 6062 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14316 members 
Mstep: Class 14 contains 4791 members 
Mstep: Class 15 contains 7829 members 
Mstep: Class 16 contains 6145 members 
Mstep: Class 17 contains 153504 members 
Mstep: Class 18 contains 7440 members 
Mstep: Class 19 contains 39766 members 
Mstep: Class 20 contains 23967 members 
Mstep: Class 21 contains 6257 members 
Mstep: Class 22 contains 4037 members 
Mstep: Class 23 contains 77066 members 
Mstep: Class 24 contains 4544 members 
Mstep: Class 25 contains 5002 members 
Mstep: Class 26 contains 64124 members 
Mstep: Class 27 contains 4508 members 
Mstep: Class 28 contains 120041 members 
Mstep: Class 29 contains 13739 members 
Mstep: Class 30 contains 44827 members 
Mstep: Class 31 contains 26418 members 
Mstep: Class 32 contains 1208 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 71671 members 
Mstep: Class 35 contains 515540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984416.000000 Penalty: 123221.835938
Iteration 324Q: 36 clusters Score -1.119844e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8427 members 
Mstep: Class 4 contains 3243 members 
Mstep: Class 5 contains 17393 members 
Mstep: Class 6 contains 28398 members 
Mstep: Class 7 contains 19098 members 
Mstep: Class 8 contains 6519 members 
Mstep: Class 9 contains 60290 members 
Mstep: Class 10 contains 70284 members 
Mstep: Class 11 contains 6062 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14318 members 
Mstep: Class 14 contains 4791 members 
Mstep: Class 15 contains 7829 members 
Mstep: Class 16 contains 6145 members 
Mstep: Class 17 contains 153504 members 
Mstep: Class 18 contains 7440 members 
Mstep: Class 19 contains 39767 members 
Mstep: Class 20 contains 23967 members 
Mstep: Class 21 contains 6256 members 
Mstep: Class 22 contains 4037 members 
Mstep: Class 23 contains 77067 members 
Mstep: Class 24 contains 4544 members 
Mstep: Class 25 contains 5002 members 
Mstep: Class 26 contains 64125 members 
Mstep: Class 27 contains 4508 members 
Mstep: Class 28 contains 120043 members 
Mstep: Class 29 contains 13739 members 
Mstep: Class 30 contains 44830 members 
Mstep: Class 31 contains 26421 members 
Mstep: Class 32 contains 1208 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 71675 members 
Mstep: Class 35 contains 515521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984384.000000 Penalty: 123221.835938
Iteration 325Q: 36 clusters Score -1.119844e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8426 members 
Mstep: Class 4 contains 3243 members 
Mstep: Class 5 contains 17400 members 
Mstep: Class 6 contains 28402 members 
Mstep: Class 7 contains 19097 members 
Mstep: Class 8 contains 6519 members 
Mstep: Class 9 contains 60289 members 
Mstep: Class 10 contains 70285 members 
Mstep: Class 11 contains 6062 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14319 members 
Mstep: Class 14 contains 4791 members 
Mstep: Class 15 contains 7829 members 
Mstep: Class 16 contains 6145 members 
Mstep: Class 17 contains 153504 members 
Mstep: Class 18 contains 7440 members 
Mstep: Class 19 contains 39770 members 
Mstep: Class 20 contains 23967 members 
Mstep: Class 21 contains 6254 members 
Mstep: Class 22 contains 4036 members 
Mstep: Class 23 contains 77069 members 
Mstep: Class 24 contains 4544 members 
Mstep: Class 25 contains 5002 members 
Mstep: Class 26 contains 64128 members 
Mstep: Class 27 contains 4508 members 
Mstep: Class 28 contains 120039 members 
Mstep: Class 29 contains 13739 members 
Mstep: Class 30 contains 44837 members 
Mstep: Class 31 contains 26424 members 
Mstep: Class 32 contains 1208 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 71678 members 
Mstep: Class 35 contains 515497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984392.000000 Penalty: 123221.835938
Iteration 326Q: 36 clusters Score -1.119844e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8425 members 
Mstep: Class 4 contains 3243 members 
Mstep: Class 5 contains 17405 members 
Mstep: Class 6 contains 28402 members 
Mstep: Class 7 contains 19097 members 
Mstep: Class 8 contains 6519 members 
Mstep: Class 9 contains 60284 members 
Mstep: Class 10 contains 70285 members 
Mstep: Class 11 contains 6062 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14314 members 
Mstep: Class 14 contains 4791 members 
Mstep: Class 15 contains 7829 members 
Mstep: Class 16 contains 6145 members 
Mstep: Class 17 contains 153505 members 
Mstep: Class 18 contains 7440 members 
Mstep: Class 19 contains 39772 members 
Mstep: Class 20 contains 23967 members 
Mstep: Class 21 contains 6252 members 
Mstep: Class 22 contains 4035 members 
Mstep: Class 23 contains 77067 members 
Mstep: Class 24 contains 4544 members 
Mstep: Class 25 contains 5002 members 
Mstep: Class 26 contains 64134 members 
Mstep: Class 27 contains 4508 members 
Mstep: Class 28 contains 120038 members 
Mstep: Class 29 contains 13739 members 
Mstep: Class 30 contains 44841 members 
Mstep: Class 31 contains 26425 members 
Mstep: Class 32 contains 1208 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 71684 members 
Mstep: Class 35 contains 515489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984456.000000 Penalty: 123221.835938
Iteration 327Q: 36 clusters Score -1.119845e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8425 members 
Mstep: Class 4 contains 3243 members 
Mstep: Class 5 contains 17411 members 
Mstep: Class 6 contains 28405 members 
Mstep: Class 7 contains 19096 members 
Mstep: Class 8 contains 6519 members 
Mstep: Class 9 contains 60284 members 
Mstep: Class 10 contains 70285 members 
Mstep: Class 11 contains 6063 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14308 members 
Mstep: Class 14 contains 4791 members 
Mstep: Class 15 contains 7829 members 
Mstep: Class 16 contains 6145 members 
Mstep: Class 17 contains 153507 members 
Mstep: Class 18 contains 7440 members 
Mstep: Class 19 contains 39777 members 
Mstep: Class 20 contains 23967 members 
Mstep: Class 21 contains 6248 members 
Mstep: Class 22 contains 4035 members 
Mstep: Class 23 contains 77067 members 
Mstep: Class 24 contains 4544 members 
Mstep: Class 25 contains 5002 members 
Mstep: Class 26 contains 64138 members 
Mstep: Class 27 contains 4508 members 
Mstep: Class 28 contains 120033 members 
Mstep: Class 29 contains 13739 members 
Mstep: Class 30 contains 44846 members 
Mstep: Class 31 contains 26425 members 
Mstep: Class 32 contains 1208 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 71690 members 
Mstep: Class 35 contains 515473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984504.000000 Penalty: 123221.835938
Iteration 328Q: 36 clusters Score -1.119845e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8425 members 
Mstep: Class 4 contains 3243 members 
Mstep: Class 5 contains 17414 members 
Mstep: Class 6 contains 28407 members 
Mstep: Class 7 contains 19094 members 
Mstep: Class 8 contains 6519 members 
Mstep: Class 9 contains 60278 members 
Mstep: Class 10 contains 70284 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14304 members 
Mstep: Class 14 contains 4791 members 
Mstep: Class 15 contains 7829 members 
Mstep: Class 16 contains 6145 members 
Mstep: Class 17 contains 153507 members 
Mstep: Class 18 contains 7440 members 
Mstep: Class 19 contains 39782 members 
Mstep: Class 20 contains 23967 members 
Mstep: Class 21 contains 6248 members 
Mstep: Class 22 contains 4035 members 
Mstep: Class 23 contains 77071 members 
Mstep: Class 24 contains 4545 members 
Mstep: Class 25 contains 5002 members 
Mstep: Class 26 contains 64142 members 
Mstep: Class 27 contains 4508 members 
Mstep: Class 28 contains 120031 members 
Mstep: Class 29 contains 13739 members 
Mstep: Class 30 contains 44849 members 
Mstep: Class 31 contains 26426 members 
Mstep: Class 32 contains 1208 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 71697 members 
Mstep: Class 35 contains 515457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984392.000000 Penalty: 123221.835938
Iteration 329Q: 36 clusters Score -1.119844e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8425 members 
Mstep: Class 4 contains 3243 members 
Mstep: Class 5 contains 17418 members 
Mstep: Class 6 contains 28405 members 
Mstep: Class 7 contains 19092 members 
Mstep: Class 8 contains 6519 members 
Mstep: Class 9 contains 60272 members 
Mstep: Class 10 contains 70283 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14300 members 
Mstep: Class 14 contains 4791 members 
Mstep: Class 15 contains 7829 members 
Mstep: Class 16 contains 6145 members 
Mstep: Class 17 contains 153507 members 
Mstep: Class 18 contains 7440 members 
Mstep: Class 19 contains 39786 members 
Mstep: Class 20 contains 23967 members 
Mstep: Class 21 contains 6248 members 
Mstep: Class 22 contains 4035 members 
Mstep: Class 23 contains 77072 members 
Mstep: Class 24 contains 4545 members 
Mstep: Class 25 contains 5002 members 
Mstep: Class 26 contains 64149 members 
Mstep: Class 27 contains 4508 members 
Mstep: Class 28 contains 120028 members 
Mstep: Class 29 contains 13739 members 
Mstep: Class 30 contains 44847 members 
Mstep: Class 31 contains 26430 members 
Mstep: Class 32 contains 1208 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 71710 members 
Mstep: Class 35 contains 515445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984456.000000 Penalty: 123221.835938
Iteration 330Q: 36 clusters Score -1.119845e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8425 members 
Mstep: Class 4 contains 3243 members 
Mstep: Class 5 contains 17422 members 
Mstep: Class 6 contains 28404 members 
Mstep: Class 7 contains 19091 members 
Mstep: Class 8 contains 6519 members 
Mstep: Class 9 contains 60267 members 
Mstep: Class 10 contains 70284 members 
Mstep: Class 11 contains 6065 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14298 members 
Mstep: Class 14 contains 4791 members 
Mstep: Class 15 contains 7829 members 
Mstep: Class 16 contains 6145 members 
Mstep: Class 17 contains 153507 members 
Mstep: Class 18 contains 7440 members 
Mstep: Class 19 contains 39790 members 
Mstep: Class 20 contains 23967 members 
Mstep: Class 21 contains 6247 members 
Mstep: Class 22 contains 4035 members 
Mstep: Class 23 contains 77074 members 
Mstep: Class 24 contains 4545 members 
Mstep: Class 25 contains 5002 members 
Mstep: Class 26 contains 64148 members 
Mstep: Class 27 contains 4508 members 
Mstep: Class 28 contains 120027 members 
Mstep: Class 29 contains 13739 members 
Mstep: Class 30 contains 44852 members 
Mstep: Class 31 contains 26436 members 
Mstep: Class 32 contains 1208 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 71720 members 
Mstep: Class 35 contains 515425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984560.000000 Penalty: 123221.835938
Iteration 331Q: 36 clusters Score -1.119846e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8425 members 
Mstep: Class 4 contains 3243 members 
Mstep: Class 5 contains 17427 members 
Mstep: Class 6 contains 28404 members 
Mstep: Class 7 contains 19091 members 
Mstep: Class 8 contains 6519 members 
Mstep: Class 9 contains 60262 members 
Mstep: Class 10 contains 70284 members 
Mstep: Class 11 contains 6065 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14294 members 
Mstep: Class 14 contains 4791 members 
Mstep: Class 15 contains 7829 members 
Mstep: Class 16 contains 6145 members 
Mstep: Class 17 contains 153508 members 
Mstep: Class 18 contains 7440 members 
Mstep: Class 19 contains 39795 members 
Mstep: Class 20 contains 23967 members 
Mstep: Class 21 contains 6245 members 
Mstep: Class 22 contains 4035 members 
Mstep: Class 23 contains 77074 members 
Mstep: Class 24 contains 4545 members 
Mstep: Class 25 contains 5002 members 
Mstep: Class 26 contains 64150 members 
Mstep: Class 27 contains 4508 members 
Mstep: Class 28 contains 120025 members 
Mstep: Class 29 contains 13739 members 
Mstep: Class 30 contains 44861 members 
Mstep: Class 31 contains 26439 members 
Mstep: Class 32 contains 1208 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 71733 members 
Mstep: Class 35 contains 515400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984568.000000 Penalty: 123221.835938
Iteration 332Q: 36 clusters Score -1.119846e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8425 members 
Mstep: Class 4 contains 3243 members 
Mstep: Class 5 contains 17432 members 
Mstep: Class 6 contains 28405 members 
Mstep: Class 7 contains 19091 members 
Mstep: Class 8 contains 6519 members 
Mstep: Class 9 contains 60251 members 
Mstep: Class 10 contains 70283 members 
Mstep: Class 11 contains 6065 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14292 members 
Mstep: Class 14 contains 4791 members 
Mstep: Class 15 contains 7829 members 
Mstep: Class 16 contains 6145 members 
Mstep: Class 17 contains 153508 members 
Mstep: Class 18 contains 7440 members 
Mstep: Class 19 contains 39797 members 
Mstep: Class 20 contains 23967 members 
Mstep: Class 21 contains 6245 members 
Mstep: Class 22 contains 4035 members 
Mstep: Class 23 contains 77072 members 
Mstep: Class 24 contains 4546 members 
Mstep: Class 25 contains 5002 members 
Mstep: Class 26 contains 64152 members 
Mstep: Class 27 contains 4508 members 
Mstep: Class 28 contains 120018 members 
Mstep: Class 29 contains 13738 members 
Mstep: Class 30 contains 44867 members 
Mstep: Class 31 contains 26444 members 
Mstep: Class 32 contains 1208 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 71749 members 
Mstep: Class 35 contains 515386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984560.000000 Penalty: 123221.835938
Iteration 333Q: 36 clusters Score -1.119846e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8425 members 
Mstep: Class 4 contains 3243 members 
Mstep: Class 5 contains 17435 members 
Mstep: Class 6 contains 28408 members 
Mstep: Class 7 contains 19093 members 
Mstep: Class 8 contains 6519 members 
Mstep: Class 9 contains 60246 members 
Mstep: Class 10 contains 70284 members 
Mstep: Class 11 contains 6065 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14290 members 
Mstep: Class 14 contains 4791 members 
Mstep: Class 15 contains 7829 members 
Mstep: Class 16 contains 6145 members 
Mstep: Class 17 contains 153508 members 
Mstep: Class 18 contains 7440 members 
Mstep: Class 19 contains 39800 members 
Mstep: Class 20 contains 23967 members 
Mstep: Class 21 contains 6244 members 
Mstep: Class 22 contains 4035 members 
Mstep: Class 23 contains 77071 members 
Mstep: Class 24 contains 4546 members 
Mstep: Class 25 contains 5002 members 
Mstep: Class 26 contains 64154 members 
Mstep: Class 27 contains 4508 members 
Mstep: Class 28 contains 120018 members 
Mstep: Class 29 contains 13739 members 
Mstep: Class 30 contains 44871 members 
Mstep: Class 31 contains 26448 members 
Mstep: Class 32 contains 1208 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 71762 members 
Mstep: Class 35 contains 515359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984552.000000 Penalty: 123221.835938
Iteration 334Q: 36 clusters Score -1.119846e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8425 members 
Mstep: Class 4 contains 3243 members 
Mstep: Class 5 contains 17441 members 
Mstep: Class 6 contains 28408 members 
Mstep: Class 7 contains 19092 members 
Mstep: Class 8 contains 6519 members 
Mstep: Class 9 contains 60240 members 
Mstep: Class 10 contains 70283 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14287 members 
Mstep: Class 14 contains 4791 members 
Mstep: Class 15 contains 7829 members 
Mstep: Class 16 contains 6145 members 
Mstep: Class 17 contains 153508 members 
Mstep: Class 18 contains 7440 members 
Mstep: Class 19 contains 39804 members 
Mstep: Class 20 contains 23967 members 
Mstep: Class 21 contains 6242 members 
Mstep: Class 22 contains 4035 members 
Mstep: Class 23 contains 77072 members 
Mstep: Class 24 contains 4546 members 
Mstep: Class 25 contains 5002 members 
Mstep: Class 26 contains 64156 members 
Mstep: Class 27 contains 4508 members 
Mstep: Class 28 contains 120018 members 
Mstep: Class 29 contains 13741 members 
Mstep: Class 30 contains 44874 members 
Mstep: Class 31 contains 26451 members 
Mstep: Class 32 contains 1208 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 71773 members 
Mstep: Class 35 contains 515341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984488.000000 Penalty: 123221.835938
Iteration 335Q: 36 clusters Score -1.119845e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8426 members 
Mstep: Class 4 contains 3243 members 
Mstep: Class 5 contains 17443 members 
Mstep: Class 6 contains 28408 members 
Mstep: Class 7 contains 19093 members 
Mstep: Class 8 contains 6518 members 
Mstep: Class 9 contains 60236 members 
Mstep: Class 10 contains 70282 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14283 members 
Mstep: Class 14 contains 4791 members 
Mstep: Class 15 contains 7829 members 
Mstep: Class 16 contains 6145 members 
Mstep: Class 17 contains 153508 members 
Mstep: Class 18 contains 7440 members 
Mstep: Class 19 contains 39809 members 
Mstep: Class 20 contains 23966 members 
Mstep: Class 21 contains 6239 members 
Mstep: Class 22 contains 4035 members 
Mstep: Class 23 contains 77069 members 
Mstep: Class 24 contains 4546 members 
Mstep: Class 25 contains 5003 members 
Mstep: Class 26 contains 64160 members 
Mstep: Class 27 contains 4508 members 
Mstep: Class 28 contains 120015 members 
Mstep: Class 29 contains 13742 members 
Mstep: Class 30 contains 44875 members 
Mstep: Class 31 contains 26451 members 
Mstep: Class 32 contains 1208 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 71785 members 
Mstep: Class 35 contains 515333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984464.000000 Penalty: 123221.835938
Iteration 336Q: 36 clusters Score -1.119845e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8427 members 
Mstep: Class 4 contains 3242 members 
Mstep: Class 5 contains 17443 members 
Mstep: Class 6 contains 28408 members 
Mstep: Class 7 contains 19094 members 
Mstep: Class 8 contains 6517 members 
Mstep: Class 9 contains 60235 members 
Mstep: Class 10 contains 70282 members 
Mstep: Class 11 contains 6063 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14277 members 
Mstep: Class 14 contains 4791 members 
Mstep: Class 15 contains 7829 members 
Mstep: Class 16 contains 6145 members 
Mstep: Class 17 contains 153508 members 
Mstep: Class 18 contains 7440 members 
Mstep: Class 19 contains 39815 members 
Mstep: Class 20 contains 23967 members 
Mstep: Class 21 contains 6235 members 
Mstep: Class 22 contains 4035 members 
Mstep: Class 23 contains 77071 members 
Mstep: Class 24 contains 4546 members 
Mstep: Class 25 contains 5003 members 
Mstep: Class 26 contains 64161 members 
Mstep: Class 27 contains 4508 members 
Mstep: Class 28 contains 120012 members 
Mstep: Class 29 contains 13741 members 
Mstep: Class 30 contains 44881 members 
Mstep: Class 31 contains 26451 members 
Mstep: Class 32 contains 1208 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 71802 members 
Mstep: Class 35 contains 515316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984424.000000 Penalty: 123221.835938
Iteration 337Q: 36 clusters Score -1.119844e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8427 members 
Mstep: Class 4 contains 3241 members 
Mstep: Class 5 contains 17442 members 
Mstep: Class 6 contains 28408 members 
Mstep: Class 7 contains 19094 members 
Mstep: Class 8 contains 6517 members 
Mstep: Class 9 contains 60235 members 
Mstep: Class 10 contains 70282 members 
Mstep: Class 11 contains 6062 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14277 members 
Mstep: Class 14 contains 4791 members 
Mstep: Class 15 contains 7829 members 
Mstep: Class 16 contains 6145 members 
Mstep: Class 17 contains 153508 members 
Mstep: Class 18 contains 7440 members 
Mstep: Class 19 contains 39816 members 
Mstep: Class 20 contains 23967 members 
Mstep: Class 21 contains 6231 members 
Mstep: Class 22 contains 4035 members 
Mstep: Class 23 contains 77071 members 
Mstep: Class 24 contains 4546 members 
Mstep: Class 25 contains 5003 members 
Mstep: Class 26 contains 64164 members 
Mstep: Class 27 contains 4508 members 
Mstep: Class 28 contains 120015 members 
Mstep: Class 29 contains 13740 members 
Mstep: Class 30 contains 44885 members 
Mstep: Class 31 contains 26451 members 
Mstep: Class 32 contains 1208 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 71816 members 
Mstep: Class 35 contains 515299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984504.000000 Penalty: 123221.835938
Iteration 338Q: 36 clusters Score -1.119845e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8427 members 
Mstep: Class 4 contains 3241 members 
Mstep: Class 5 contains 17442 members 
Mstep: Class 6 contains 28409 members 
Mstep: Class 7 contains 19094 members 
Mstep: Class 8 contains 6517 members 
Mstep: Class 9 contains 60233 members 
Mstep: Class 10 contains 70283 members 
Mstep: Class 11 contains 6062 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14277 members 
Mstep: Class 14 contains 4791 members 
Mstep: Class 15 contains 7829 members 
Mstep: Class 16 contains 6145 members 
Mstep: Class 17 contains 153508 members 
Mstep: Class 18 contains 7440 members 
Mstep: Class 19 contains 39815 members 
Mstep: Class 20 contains 23967 members 
Mstep: Class 21 contains 6226 members 
Mstep: Class 22 contains 4035 members 
Mstep: Class 23 contains 77071 members 
Mstep: Class 24 contains 4546 members 
Mstep: Class 25 contains 5003 members 
Mstep: Class 26 contains 64165 members 
Mstep: Class 27 contains 4508 members 
Mstep: Class 28 contains 120017 members 
Mstep: Class 29 contains 13740 members 
Mstep: Class 30 contains 44885 members 
Mstep: Class 31 contains 26451 members 
Mstep: Class 32 contains 1208 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 71826 members 
Mstep: Class 35 contains 515292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984440.000000 Penalty: 123221.835938
Iteration 339Q: 36 clusters Score -1.119844e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8427 members 
Mstep: Class 4 contains 3241 members 
Mstep: Class 5 contains 17442 members 
Mstep: Class 6 contains 28411 members 
Mstep: Class 7 contains 19093 members 
Mstep: Class 8 contains 6517 members 
Mstep: Class 9 contains 60229 members 
Mstep: Class 10 contains 70283 members 
Mstep: Class 11 contains 6062 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14277 members 
Mstep: Class 14 contains 4791 members 
Mstep: Class 15 contains 7829 members 
Mstep: Class 16 contains 6145 members 
Mstep: Class 17 contains 153508 members 
Mstep: Class 18 contains 7440 members 
Mstep: Class 19 contains 39814 members 
Mstep: Class 20 contains 23967 members 
Mstep: Class 21 contains 6223 members 
Mstep: Class 22 contains 4035 members 
Mstep: Class 23 contains 77070 members 
Mstep: Class 24 contains 4546 members 
Mstep: Class 25 contains 5003 members 
Mstep: Class 26 contains 64165 members 
Mstep: Class 27 contains 4508 members 
Mstep: Class 28 contains 120021 members 
Mstep: Class 29 contains 13740 members 
Mstep: Class 30 contains 44885 members 
Mstep: Class 31 contains 26451 members 
Mstep: Class 32 contains 1208 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 71837 members 
Mstep: Class 35 contains 515285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984496.000000 Penalty: 123221.835938
Iteration 340F: 36 clusters Score -1.119845e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8427 members 
Mstep: Class 4 contains 3241 members 
Mstep: Class 5 contains 17442 members 
Mstep: Class 6 contains 28414 members 
Mstep: Class 7 contains 19093 members 
Mstep: Class 8 contains 6517 members 
Mstep: Class 9 contains 60221 members 
Mstep: Class 10 contains 70283 members 
Mstep: Class 11 contains 6061 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14277 members 
Mstep: Class 14 contains 4791 members 
Mstep: Class 15 contains 7829 members 
Mstep: Class 16 contains 6145 members 
Mstep: Class 17 contains 153508 members 
Mstep: Class 18 contains 7440 members 
Mstep: Class 19 contains 39814 members 
Mstep: Class 20 contains 23967 members 
Mstep: Class 21 contains 6220 members 
Mstep: Class 22 contains 4035 members 
Mstep: Class 23 contains 77072 members 
Mstep: Class 24 contains 4546 members 
Mstep: Class 25 contains 5003 members 
Mstep: Class 26 contains 64165 members 
Mstep: Class 27 contains 4508 members 
Mstep: Class 28 contains 120022 members 
Mstep: Class 29 contains 13740 members 
Mstep: Class 30 contains 44885 members 
Mstep: Class 31 contains 26451 members 
Mstep: Class 32 contains 1208 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 71848 members 
Mstep: Class 35 contains 515280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984488.000000 Penalty: 123221.835938
Iteration 341Q: 36 clusters Score -1.119845e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8427 members 
Mstep: Class 4 contains 3241 members 
Mstep: Class 5 contains 17442 members 
Mstep: Class 6 contains 28416 members 
Mstep: Class 7 contains 19092 members 
Mstep: Class 8 contains 6517 members 
Mstep: Class 9 contains 60217 members 
Mstep: Class 10 contains 70284 members 
Mstep: Class 11 contains 6061 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14277 members 
Mstep: Class 14 contains 4791 members 
Mstep: Class 15 contains 7829 members 
Mstep: Class 16 contains 6145 members 
Mstep: Class 17 contains 153508 members 
Mstep: Class 18 contains 7440 members 
Mstep: Class 19 contains 39814 members 
Mstep: Class 20 contains 23967 members 
Mstep: Class 21 contains 6218 members 
Mstep: Class 22 contains 4035 members 
Mstep: Class 23 contains 77075 members 
Mstep: Class 24 contains 4546 members 
Mstep: Class 25 contains 5003 members 
Mstep: Class 26 contains 64165 members 
Mstep: Class 27 contains 4508 members 
Mstep: Class 28 contains 120023 members 
Mstep: Class 29 contains 13741 members 
Mstep: Class 30 contains 44884 members 
Mstep: Class 31 contains 26451 members 
Mstep: Class 32 contains 1208 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 71853 members 
Mstep: Class 35 contains 515275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984488.000000 Penalty: 123221.835938
Iteration 342Q: 36 clusters Score -1.119845e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8427 members 
Mstep: Class 4 contains 3241 members 
Mstep: Class 5 contains 17442 members 
Mstep: Class 6 contains 28419 members 
Mstep: Class 7 contains 19091 members 
Mstep: Class 8 contains 6517 members 
Mstep: Class 9 contains 60216 members 
Mstep: Class 10 contains 70284 members 
Mstep: Class 11 contains 6061 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14277 members 
Mstep: Class 14 contains 4791 members 
Mstep: Class 15 contains 7829 members 
Mstep: Class 16 contains 6145 members 
Mstep: Class 17 contains 153508 members 
Mstep: Class 18 contains 7440 members 
Mstep: Class 19 contains 39813 members 
Mstep: Class 20 contains 23967 members 
Mstep: Class 21 contains 6214 members 
Mstep: Class 22 contains 4035 members 
Mstep: Class 23 contains 77077 members 
Mstep: Class 24 contains 4546 members 
Mstep: Class 25 contains 5003 members 
Mstep: Class 26 contains 64164 members 
Mstep: Class 27 contains 4508 members 
Mstep: Class 28 contains 120026 members 
Mstep: Class 29 contains 13740 members 
Mstep: Class 30 contains 44883 members 
Mstep: Class 31 contains 26452 members 
Mstep: Class 32 contains 1208 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 71858 members 
Mstep: Class 35 contains 515271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984472.000000 Penalty: 123221.835938
Iteration 343Q: 36 clusters Score -1.119845e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8427 members 
Mstep: Class 4 contains 3241 members 
Mstep: Class 5 contains 17442 members 
Mstep: Class 6 contains 28421 members 
Mstep: Class 7 contains 19091 members 
Mstep: Class 8 contains 6517 members 
Mstep: Class 9 contains 60212 members 
Mstep: Class 10 contains 70284 members 
Mstep: Class 11 contains 6061 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14277 members 
Mstep: Class 14 contains 4791 members 
Mstep: Class 15 contains 7829 members 
Mstep: Class 16 contains 6145 members 
Mstep: Class 17 contains 153508 members 
Mstep: Class 18 contains 7440 members 
Mstep: Class 19 contains 39813 members 
Mstep: Class 20 contains 23967 members 
Mstep: Class 21 contains 6211 members 
Mstep: Class 22 contains 4035 members 
Mstep: Class 23 contains 77080 members 
Mstep: Class 24 contains 4546 members 
Mstep: Class 25 contains 5003 members 
Mstep: Class 26 contains 64164 members 
Mstep: Class 27 contains 4508 members 
Mstep: Class 28 contains 120027 members 
Mstep: Class 29 contains 13740 members 
Mstep: Class 30 contains 44883 members 
Mstep: Class 31 contains 26452 members 
Mstep: Class 32 contains 1208 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 71865 members 
Mstep: Class 35 contains 515265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984560.000000 Penalty: 123221.835938
Iteration 344Q: 36 clusters Score -1.119846e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8427 members 
Mstep: Class 4 contains 3241 members 
Mstep: Class 5 contains 17442 members 
Mstep: Class 6 contains 28422 members 
Mstep: Class 7 contains 19091 members 
Mstep: Class 8 contains 6517 members 
Mstep: Class 9 contains 60204 members 
Mstep: Class 10 contains 70284 members 
Mstep: Class 11 contains 6061 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14277 members 
Mstep: Class 14 contains 4791 members 
Mstep: Class 15 contains 7829 members 
Mstep: Class 16 contains 6145 members 
Mstep: Class 17 contains 153508 members 
Mstep: Class 18 contains 7440 members 
Mstep: Class 19 contains 39813 members 
Mstep: Class 20 contains 23967 members 
Mstep: Class 21 contains 6208 members 
Mstep: Class 22 contains 4035 members 
Mstep: Class 23 contains 77083 members 
Mstep: Class 24 contains 4546 members 
Mstep: Class 25 contains 5003 members 
Mstep: Class 26 contains 64164 members 
Mstep: Class 27 contains 4508 members 
Mstep: Class 28 contains 120028 members 
Mstep: Class 29 contains 13740 members 
Mstep: Class 30 contains 44884 members 
Mstep: Class 31 contains 26452 members 
Mstep: Class 32 contains 1208 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 71871 members 
Mstep: Class 35 contains 515264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984504.000000 Penalty: 123221.835938
Iteration 345Q: 36 clusters Score -1.119845e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8427 members 
Mstep: Class 4 contains 3241 members 
Mstep: Class 5 contains 17442 members 
Mstep: Class 6 contains 28424 members 
Mstep: Class 7 contains 19091 members 
Mstep: Class 8 contains 6517 members 
Mstep: Class 9 contains 60195 members 
Mstep: Class 10 contains 70284 members 
Mstep: Class 11 contains 6061 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14277 members 
Mstep: Class 14 contains 4791 members 
Mstep: Class 15 contains 7829 members 
Mstep: Class 16 contains 6145 members 
Mstep: Class 17 contains 153508 members 
Mstep: Class 18 contains 7440 members 
Mstep: Class 19 contains 39813 members 
Mstep: Class 20 contains 23968 members 
Mstep: Class 21 contains 6205 members 
Mstep: Class 22 contains 4035 members 
Mstep: Class 23 contains 77086 members 
Mstep: Class 24 contains 4546 members 
Mstep: Class 25 contains 5003 members 
Mstep: Class 26 contains 64165 members 
Mstep: Class 27 contains 4508 members 
Mstep: Class 28 contains 120026 members 
Mstep: Class 29 contains 13740 members 
Mstep: Class 30 contains 44887 members 
Mstep: Class 31 contains 26452 members 
Mstep: Class 32 contains 1208 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 71878 members 
Mstep: Class 35 contains 515261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984568.000000 Penalty: 123221.835938
Iteration 346Q: 36 clusters Score -1.119846e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8427 members 
Mstep: Class 4 contains 3241 members 
Mstep: Class 5 contains 17444 members 
Mstep: Class 6 contains 28425 members 
Mstep: Class 7 contains 19091 members 
Mstep: Class 8 contains 6517 members 
Mstep: Class 9 contains 60188 members 
Mstep: Class 10 contains 70284 members 
Mstep: Class 11 contains 6060 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14277 members 
Mstep: Class 14 contains 4791 members 
Mstep: Class 15 contains 7829 members 
Mstep: Class 16 contains 6145 members 
Mstep: Class 17 contains 153508 members 
Mstep: Class 18 contains 7440 members 
Mstep: Class 19 contains 39813 members 
Mstep: Class 20 contains 23968 members 
Mstep: Class 21 contains 6203 members 
Mstep: Class 22 contains 4035 members 
Mstep: Class 23 contains 77090 members 
Mstep: Class 24 contains 4546 members 
Mstep: Class 25 contains 5003 members 
Mstep: Class 26 contains 64166 members 
Mstep: Class 27 contains 4508 members 
Mstep: Class 28 contains 120028 members 
Mstep: Class 29 contains 13740 members 
Mstep: Class 30 contains 44888 members 
Mstep: Class 31 contains 26452 members 
Mstep: Class 32 contains 1208 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 71882 members 
Mstep: Class 35 contains 515256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984488.000000 Penalty: 123221.835938
Iteration 347Q: 36 clusters Score -1.119845e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8427 members 
Mstep: Class 4 contains 3241 members 
Mstep: Class 5 contains 17445 members 
Mstep: Class 6 contains 28425 members 
Mstep: Class 7 contains 19092 members 
Mstep: Class 8 contains 6517 members 
Mstep: Class 9 contains 60187 members 
Mstep: Class 10 contains 70284 members 
Mstep: Class 11 contains 6060 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14277 members 
Mstep: Class 14 contains 4791 members 
Mstep: Class 15 contains 7829 members 
Mstep: Class 16 contains 6145 members 
Mstep: Class 17 contains 153508 members 
Mstep: Class 18 contains 7440 members 
Mstep: Class 19 contains 39813 members 
Mstep: Class 20 contains 23969 members 
Mstep: Class 21 contains 6201 members 
Mstep: Class 22 contains 4035 members 
Mstep: Class 23 contains 77096 members 
Mstep: Class 24 contains 4546 members 
Mstep: Class 25 contains 5003 members 
Mstep: Class 26 contains 64168 members 
Mstep: Class 27 contains 4508 members 
Mstep: Class 28 contains 120027 members 
Mstep: Class 29 contains 13740 members 
Mstep: Class 30 contains 44889 members 
Mstep: Class 31 contains 26455 members 
Mstep: Class 32 contains 1208 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 71885 members 
Mstep: Class 35 contains 515242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984440.000000 Penalty: 123221.835938
Iteration 348Q: 36 clusters Score -1.119844e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8427 members 
Mstep: Class 4 contains 3241 members 
Mstep: Class 5 contains 17447 members 
Mstep: Class 6 contains 28426 members 
Mstep: Class 7 contains 19093 members 
Mstep: Class 8 contains 6517 members 
Mstep: Class 9 contains 60186 members 
Mstep: Class 10 contains 70283 members 
Mstep: Class 11 contains 6060 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14277 members 
Mstep: Class 14 contains 4791 members 
Mstep: Class 15 contains 7829 members 
Mstep: Class 16 contains 6145 members 
Mstep: Class 17 contains 153508 members 
Mstep: Class 18 contains 7440 members 
Mstep: Class 19 contains 39813 members 
Mstep: Class 20 contains 23969 members 
Mstep: Class 21 contains 6200 members 
Mstep: Class 22 contains 4035 members 
Mstep: Class 23 contains 77099 members 
Mstep: Class 24 contains 4546 members 
Mstep: Class 25 contains 5003 members 
Mstep: Class 26 contains 64169 members 
Mstep: Class 27 contains 4508 members 
Mstep: Class 28 contains 120025 members 
Mstep: Class 29 contains 13740 members 
Mstep: Class 30 contains 44892 members 
Mstep: Class 31 contains 26460 members 
Mstep: Class 32 contains 1208 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 71893 members 
Mstep: Class 35 contains 515223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984464.000000 Penalty: 123221.835938
Iteration 349Q: 36 clusters Score -1.119845e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8427 members 
Mstep: Class 4 contains 3241 members 
Mstep: Class 5 contains 17447 members 
Mstep: Class 6 contains 28428 members 
Mstep: Class 7 contains 19092 members 
Mstep: Class 8 contains 6517 members 
Mstep: Class 9 contains 60185 members 
Mstep: Class 10 contains 70283 members 
Mstep: Class 11 contains 6060 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14277 members 
Mstep: Class 14 contains 4791 members 
Mstep: Class 15 contains 7829 members 
Mstep: Class 16 contains 6145 members 
Mstep: Class 17 contains 153508 members 
Mstep: Class 18 contains 7440 members 
Mstep: Class 19 contains 39813 members 
Mstep: Class 20 contains 23969 members 
Mstep: Class 21 contains 6200 members 
Mstep: Class 22 contains 4035 members 
Mstep: Class 23 contains 77100 members 
Mstep: Class 24 contains 4546 members 
Mstep: Class 25 contains 5003 members 
Mstep: Class 26 contains 64170 members 
Mstep: Class 27 contains 4508 members 
Mstep: Class 28 contains 120022 members 
Mstep: Class 29 contains 13740 members 
Mstep: Class 30 contains 44896 members 
Mstep: Class 31 contains 26465 members 
Mstep: Class 32 contains 1208 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 71894 members 
Mstep: Class 35 contains 515214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984504.000000 Penalty: 123221.835938
Iteration 350Q: 36 clusters Score -1.119845e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8427 members 
Mstep: Class 4 contains 3241 members 
Mstep: Class 5 contains 17447 members 
Mstep: Class 6 contains 28428 members 
Mstep: Class 7 contains 19092 members 
Mstep: Class 8 contains 6517 members 
Mstep: Class 9 contains 60184 members 
Mstep: Class 10 contains 70283 members 
Mstep: Class 11 contains 6060 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14277 members 
Mstep: Class 14 contains 4791 members 
Mstep: Class 15 contains 7829 members 
Mstep: Class 16 contains 6145 members 
Mstep: Class 17 contains 153508 members 
Mstep: Class 18 contains 7440 members 
Mstep: Class 19 contains 39813 members 
Mstep: Class 20 contains 23969 members 
Mstep: Class 21 contains 6200 members 
Mstep: Class 22 contains 4035 members 
Mstep: Class 23 contains 77101 members 
Mstep: Class 24 contains 4546 members 
Mstep: Class 25 contains 5003 members 
Mstep: Class 26 contains 64170 members 
Mstep: Class 27 contains 4508 members 
Mstep: Class 28 contains 120022 members 
Mstep: Class 29 contains 13740 members 
Mstep: Class 30 contains 44899 members 
Mstep: Class 31 contains 26468 members 
Mstep: Class 32 contains 1208 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 71896 members 
Mstep: Class 35 contains 515206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984504.000000 Penalty: 123221.835938
Iteration 351Q: 36 clusters Score -1.119845e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8427 members 
Mstep: Class 4 contains 3240 members 
Mstep: Class 5 contains 17447 members 
Mstep: Class 6 contains 28428 members 
Mstep: Class 7 contains 19092 members 
Mstep: Class 8 contains 6517 members 
Mstep: Class 9 contains 60183 members 
Mstep: Class 10 contains 70281 members 
Mstep: Class 11 contains 6060 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14277 members 
Mstep: Class 14 contains 4791 members 
Mstep: Class 15 contains 7829 members 
Mstep: Class 16 contains 6145 members 
Mstep: Class 17 contains 153508 members 
Mstep: Class 18 contains 7440 members 
Mstep: Class 19 contains 39814 members 
Mstep: Class 20 contains 23969 members 
Mstep: Class 21 contains 6200 members 
Mstep: Class 22 contains 4035 members 
Mstep: Class 23 contains 77103 members 
Mstep: Class 24 contains 4546 members 
Mstep: Class 25 contains 5003 members 
Mstep: Class 26 contains 64171 members 
Mstep: Class 27 contains 4508 members 
Mstep: Class 28 contains 120021 members 
Mstep: Class 29 contains 13740 members 
Mstep: Class 30 contains 44901 members 
Mstep: Class 31 contains 26472 members 
Mstep: Class 32 contains 1208 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 71899 members 
Mstep: Class 35 contains 515198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984480.000000 Penalty: 123221.835938
Iteration 352Q: 36 clusters Score -1.119845e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8427 members 
Mstep: Class 4 contains 3240 members 
Mstep: Class 5 contains 17447 members 
Mstep: Class 6 contains 28428 members 
Mstep: Class 7 contains 19092 members 
Mstep: Class 8 contains 6517 members 
Mstep: Class 9 contains 60182 members 
Mstep: Class 10 contains 70280 members 
Mstep: Class 11 contains 6060 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14277 members 
Mstep: Class 14 contains 4791 members 
Mstep: Class 15 contains 7829 members 
Mstep: Class 16 contains 6145 members 
Mstep: Class 17 contains 153508 members 
Mstep: Class 18 contains 7440 members 
Mstep: Class 19 contains 39814 members 
Mstep: Class 20 contains 23969 members 
Mstep: Class 21 contains 6200 members 
Mstep: Class 22 contains 4035 members 
Mstep: Class 23 contains 77103 members 
Mstep: Class 24 contains 4546 members 
Mstep: Class 25 contains 5003 members 
Mstep: Class 26 contains 64171 members 
Mstep: Class 27 contains 4508 members 
Mstep: Class 28 contains 120022 members 
Mstep: Class 29 contains 13740 members 
Mstep: Class 30 contains 44902 members 
Mstep: Class 31 contains 26477 members 
Mstep: Class 32 contains 1208 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 71903 members 
Mstep: Class 35 contains 515190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984480.000000 Penalty: 123221.835938
Iteration 353Q: 36 clusters Score -1.119845e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8427 members 
Mstep: Class 4 contains 3240 members 
Mstep: Class 5 contains 17447 members 
Mstep: Class 6 contains 28428 members 
Mstep: Class 7 contains 19092 members 
Mstep: Class 8 contains 6517 members 
Mstep: Class 9 contains 60181 members 
Mstep: Class 10 contains 70281 members 
Mstep: Class 11 contains 6060 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14277 members 
Mstep: Class 14 contains 4791 members 
Mstep: Class 15 contains 7829 members 
Mstep: Class 16 contains 6145 members 
Mstep: Class 17 contains 153508 members 
Mstep: Class 18 contains 7440 members 
Mstep: Class 19 contains 39814 members 
Mstep: Class 20 contains 23969 members 
Mstep: Class 21 contains 6200 members 
Mstep: Class 22 contains 4035 members 
Mstep: Class 23 contains 77105 members 
Mstep: Class 24 contains 4546 members 
Mstep: Class 25 contains 5003 members 
Mstep: Class 26 contains 64171 members 
Mstep: Class 27 contains 4508 members 
Mstep: Class 28 contains 120023 members 
Mstep: Class 29 contains 13740 members 
Mstep: Class 30 contains 44906 members 
Mstep: Class 31 contains 26481 members 
Mstep: Class 32 contains 1208 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 71906 members 
Mstep: Class 35 contains 515176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984512.000000 Penalty: 123221.835938
Iteration 354Q: 36 clusters Score -1.119845e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8427 members 
Mstep: Class 4 contains 3240 members 
Mstep: Class 5 contains 17447 members 
Mstep: Class 6 contains 28427 members 
Mstep: Class 7 contains 19092 members 
Mstep: Class 8 contains 6517 members 
Mstep: Class 9 contains 60179 members 
Mstep: Class 10 contains 70281 members 
Mstep: Class 11 contains 6060 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14277 members 
Mstep: Class 14 contains 4791 members 
Mstep: Class 15 contains 7829 members 
Mstep: Class 16 contains 6145 members 
Mstep: Class 17 contains 153508 members 
Mstep: Class 18 contains 7440 members 
Mstep: Class 19 contains 39814 members 
Mstep: Class 20 contains 23969 members 
Mstep: Class 21 contains 6200 members 
Mstep: Class 22 contains 4035 members 
Mstep: Class 23 contains 77105 members 
Mstep: Class 24 contains 4546 members 
Mstep: Class 25 contains 5003 members 
Mstep: Class 26 contains 64172 members 
Mstep: Class 27 contains 4508 members 
Mstep: Class 28 contains 120022 members 
Mstep: Class 29 contains 13740 members 
Mstep: Class 30 contains 44909 members 
Mstep: Class 31 contains 26485 members 
Mstep: Class 32 contains 1208 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 71909 members 
Mstep: Class 35 contains 515169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984584.000000 Penalty: 123221.835938
Iteration 355Q: 36 clusters Score -1.119846e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8427 members 
Mstep: Class 4 contains 3240 members 
Mstep: Class 5 contains 17447 members 
Mstep: Class 6 contains 28426 members 
Mstep: Class 7 contains 19092 members 
Mstep: Class 8 contains 6517 members 
Mstep: Class 9 contains 60178 members 
Mstep: Class 10 contains 70280 members 
Mstep: Class 11 contains 6060 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14277 members 
Mstep: Class 14 contains 4791 members 
Mstep: Class 15 contains 7829 members 
Mstep: Class 16 contains 6145 members 
Mstep: Class 17 contains 153508 members 
Mstep: Class 18 contains 7440 members 
Mstep: Class 19 contains 39814 members 
Mstep: Class 20 contains 23969 members 
Mstep: Class 21 contains 6200 members 
Mstep: Class 22 contains 4035 members 
Mstep: Class 23 contains 77104 members 
Mstep: Class 24 contains 4546 members 
Mstep: Class 25 contains 5003 members 
Mstep: Class 26 contains 64172 members 
Mstep: Class 27 contains 4508 members 
Mstep: Class 28 contains 120020 members 
Mstep: Class 29 contains 13740 members 
Mstep: Class 30 contains 44911 members 
Mstep: Class 31 contains 26490 members 
Mstep: Class 32 contains 1208 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 71912 members 
Mstep: Class 35 contains 515165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984584.000000 Penalty: 123221.835938
Iteration 356Q: 36 clusters Score -1.119846e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8427 members 
Mstep: Class 4 contains 3240 members 
Mstep: Class 5 contains 17447 members 
Mstep: Class 6 contains 28426 members 
Mstep: Class 7 contains 19092 members 
Mstep: Class 8 contains 6517 members 
Mstep: Class 9 contains 60177 members 
Mstep: Class 10 contains 70280 members 
Mstep: Class 11 contains 6060 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14277 members 
Mstep: Class 14 contains 4791 members 
Mstep: Class 15 contains 7829 members 
Mstep: Class 16 contains 6145 members 
Mstep: Class 17 contains 153508 members 
Mstep: Class 18 contains 7440 members 
Mstep: Class 19 contains 39814 members 
Mstep: Class 20 contains 23969 members 
Mstep: Class 21 contains 6200 members 
Mstep: Class 22 contains 4035 members 
Mstep: Class 23 contains 77104 members 
Mstep: Class 24 contains 4546 members 
Mstep: Class 25 contains 5003 members 
Mstep: Class 26 contains 64173 members 
Mstep: Class 27 contains 4508 members 
Mstep: Class 28 contains 120019 members 
Mstep: Class 29 contains 13740 members 
Mstep: Class 30 contains 44912 members 
Mstep: Class 31 contains 26490 members 
Mstep: Class 32 contains 1208 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 71918 members 
Mstep: Class 35 contains 515159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984504.000000 Penalty: 123221.835938
Iteration 357Q: 36 clusters Score -1.119845e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8427 members 
Mstep: Class 4 contains 3240 members 
Mstep: Class 5 contains 17447 members 
Mstep: Class 6 contains 28426 members 
Mstep: Class 7 contains 19092 members 
Mstep: Class 8 contains 6517 members 
Mstep: Class 9 contains 60175 members 
Mstep: Class 10 contains 70280 members 
Mstep: Class 11 contains 6060 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14277 members 
Mstep: Class 14 contains 4791 members 
Mstep: Class 15 contains 7829 members 
Mstep: Class 16 contains 6145 members 
Mstep: Class 17 contains 153508 members 
Mstep: Class 18 contains 7440 members 
Mstep: Class 19 contains 39814 members 
Mstep: Class 20 contains 23969 members 
Mstep: Class 21 contains 6200 members 
Mstep: Class 22 contains 4035 members 
Mstep: Class 23 contains 77105 members 
Mstep: Class 24 contains 4546 members 
Mstep: Class 25 contains 5003 members 
Mstep: Class 26 contains 64174 members 
Mstep: Class 27 contains 4508 members 
Mstep: Class 28 contains 120019 members 
Mstep: Class 29 contains 13740 members 
Mstep: Class 30 contains 44912 members 
Mstep: Class 31 contains 26490 members 
Mstep: Class 32 contains 1208 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 71918 members 
Mstep: Class 35 contains 515159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111984568.000000 Penalty: 123221.835938
Iteration 358Q: 36 clusters Score -1.119846e+08 nChanged 5
Entering ConstructFrom: 
Score: -111984568.000000 Penalty: 123221.835938
Entering ConstructFrom: 
Trying to split cluster 1 (8997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Entering Unmasked Estep 
Score: -734108.312500 Penalty: 2257.952393
	Iteration 0F: 2 clusters Score -734108.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -727115.062500 Penalty: 4515.904785
	Iteration 0F: 3 clusters Score -727115.1 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -729130.750000 Penalty: 4515.904785
	Iteration 1F: 3 clusters Score -729130.8 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -729372.875000 Penalty: 4515.904785
	Iteration 2F: 3 clusters Score -729372.9 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -729549.562500 Penalty: 4515.904785
	Iteration 3Q: 3 clusters Score -729549.6 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -729711.687500 Penalty: 4515.904785
	Iteration 4Q: 3 clusters Score -729711.7 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -729883.062500 Penalty: 4515.904785
	Iteration 5Q: 3 clusters Score -729883.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -730043.312500 Penalty: 4515.904785
	Iteration 6Q: 3 clusters Score -730043.3 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -730248.812500 Penalty: 4515.904785
	Iteration 7Q: 3 clusters Score -730248.8 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -730488.312500 Penalty: 4515.904785
	Iteration 8Q: 3 clusters Score -730488.3 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -730741.250000 Penalty: 4515.904785
	Iteration 9Q: 3 clusters Score -730741.2 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -730999.500000 Penalty: 4515.904785
	Iteration 10Q: 3 clusters Score -730999.5 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -731277.375000 Penalty: 4515.904785
	Iteration 11Q: 3 clusters Score -731277.4 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -731540.562500 Penalty: 4515.904785
	Iteration 12Q: 3 clusters Score -731540.6 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -731769.187500 Penalty: 4515.904785
	Iteration 13Q: 3 clusters Score -731769.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -731917.125000 Penalty: 4515.904785
	Iteration 14Q: 3 clusters Score -731917.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -732008.375000 Penalty: 4515.904785
	Iteration 15Q: 3 clusters Score -732008.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -732070.500000 Penalty: 4515.904785
	Iteration 16Q: 3 clusters Score -732070.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -732109.562500 Penalty: 4515.904785
	Iteration 17Q: 3 clusters Score -732109.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -732143.562500 Penalty: 4515.904785
	Iteration 18Q: 3 clusters Score -732143.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -732172.375000 Penalty: 4515.904785
	Iteration 19Q: 3 clusters Score -732172.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -732199.125000 Penalty: 4515.904785
	Iteration 20F: 3 clusters Score -732199.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -732219.625000 Penalty: 4515.904785
	Iteration 21Q: 3 clusters Score -732219.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -732237.687500 Penalty: 4515.904785
	Iteration 22Q: 3 clusters Score -732237.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -732249.750000 Penalty: 4515.904785
	Iteration 23Q: 3 clusters Score -732249.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -732256.812500 Penalty: 4515.904785
	Iteration 24Q: 3 clusters Score -732256.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -732260.937500 Penalty: 4515.904785
	Iteration 25Q: 3 clusters Score -732260.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -732270.187500 Penalty: 4515.904785
	Iteration 26Q: 3 clusters Score -732270.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -732275.750000 Penalty: 4515.904785
	Iteration 27Q: 3 clusters Score -732275.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -732280.187500 Penalty: 4515.904785
	Iteration 28Q: 3 clusters Score -732280.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -732287.812500 Penalty: 4515.904785
	Iteration 29Q: 3 clusters Score -732287.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -732294.687500 Penalty: 4515.904785
	Iteration 30Q: 3 clusters Score -732294.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -732297.750000 Penalty: 4515.904785
	Iteration 31Q: 3 clusters Score -732297.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -732304.000000 Penalty: 4515.904785
	Iteration 32Q: 3 clusters Score -732304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -732305.375000 Penalty: 4515.904785
	Iteration 33Q: 3 clusters Score -732305.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -732303.937500 Penalty: 4515.904785
	Iteration 34Q: 3 clusters Score -732303.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -732307.750000 Penalty: 4515.904785
	Iteration 35Q: 3 clusters Score -732307.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -732307.375000 Penalty: 4515.904785
	Iteration 36Q: 3 clusters Score -732307.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -732308.000000 Penalty: 4515.904785
	Iteration 37Q: 3 clusters Score -732308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -732308.000000 Penalty: 4515.904785
	Iteration 38F: 3 clusters Score -732308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Entering Unmasked Estep 
Score: -267507.000000 Penalty: 2020.455566
	Iteration 0F: 2 clusters Score -267507 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -263932.312500 Penalty: 4040.911133
	Iteration 0F: 3 clusters Score -263932.3 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -264733.437500 Penalty: 4040.911133
	Iteration 1F: 3 clusters Score -264733.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -264928.000000 Penalty: 4040.911133
	Iteration 2F: 3 clusters Score -264928 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -265052.031250 Penalty: 4040.911133
	Iteration 3F: 3 clusters Score -265052 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -265157.562500 Penalty: 4040.911133
	Iteration 4Q: 3 clusters Score -265157.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -265253.531250 Penalty: 4040.911133
	Iteration 5Q: 3 clusters Score -265253.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -265345.593750 Penalty: 4040.911133
	Iteration 6Q: 3 clusters Score -265345.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -265403.781250 Penalty: 4040.911133
	Iteration 7Q: 3 clusters Score -265403.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -265460.906250 Penalty: 4040.911133
	Iteration 8Q: 3 clusters Score -265460.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -265505.781250 Penalty: 4040.911133
	Iteration 9Q: 3 clusters Score -265505.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -265536.031250 Penalty: 4040.911133
	Iteration 10Q: 3 clusters Score -265536 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -265568.093750 Penalty: 4040.911133
	Iteration 11Q: 3 clusters Score -265568.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -265608.406250 Penalty: 4040.911133
	Iteration 12Q: 3 clusters Score -265608.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -265640.156250 Penalty: 4040.911133
	Iteration 13Q: 3 clusters Score -265640.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -265668.437500 Penalty: 4040.911133
	Iteration 14Q: 3 clusters Score -265668.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -265688.906250 Penalty: 4040.911133
	Iteration 15Q: 3 clusters Score -265688.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -265708.843750 Penalty: 4040.911133
	Iteration 16Q: 3 clusters Score -265708.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -265726.031250 Penalty: 4040.911133
	Iteration 17Q: 3 clusters Score -265726 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -265735.937500 Penalty: 4040.911133
	Iteration 18Q: 3 clusters Score -265735.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -265746.125000 Penalty: 4040.911133
	Iteration 19Q: 3 clusters Score -265746.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -265753.562500 Penalty: 4040.911133
	Iteration 20F: 3 clusters Score -265753.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -265760.281250 Penalty: 4040.911133
	Iteration 21Q: 3 clusters Score -265760.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -265766.000000 Penalty: 4040.911133
	Iteration 22Q: 3 clusters Score -265766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -265769.125000 Penalty: 4040.911133
	Iteration 23Q: 3 clusters Score -265769.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -265771.062500 Penalty: 4040.911133
	Iteration 24Q: 3 clusters Score -265771.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -265772.937500 Penalty: 4040.911133
	Iteration 25Q: 3 clusters Score -265772.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -265776.093750 Penalty: 4040.911133
	Iteration 26Q: 3 clusters Score -265776.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -265779.531250 Penalty: 4040.911133
	Iteration 27Q: 3 clusters Score -265779.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -265781.843750 Penalty: 4040.911133
	Iteration 28Q: 3 clusters Score -265781.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -265784.375000 Penalty: 4040.911133
	Iteration 29Q: 3 clusters Score -265784.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -265785.750000 Penalty: 4040.911133
	Iteration 30Q: 3 clusters Score -265785.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -265787.468750 Penalty: 4040.911133
	Iteration 31Q: 3 clusters Score -265787.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -265789.031250 Penalty: 4040.911133
	Iteration 32Q: 3 clusters Score -265789 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -265789.718750 Penalty: 4040.911133
	Iteration 33Q: 3 clusters Score -265789.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -265789.875000 Penalty: 4040.911133
	Iteration 34Q: 3 clusters Score -265789.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -265789.875000 Penalty: 4040.911133
	Iteration 35F: 3 clusters Score -265789.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Entering Unmasked Estep 
Score: -636544.000000 Penalty: 2241.720703
	Iteration 0F: 2 clusters Score -636544 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -629877.812500 Penalty: 4483.441406
	Iteration 0F: 3 clusters Score -629877.8 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -631641.875000 Penalty: 4483.441406
	Iteration 1F: 3 clusters Score -631641.9 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -631937.000000 Penalty: 4483.441406
	Iteration 2F: 3 clusters Score -631937 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -632161.125000 Penalty: 4483.441406
	Iteration 3F: 3 clusters Score -632161.1 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -632321.812500 Penalty: 4483.441406
	Iteration 4Q: 3 clusters Score -632321.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -632438.250000 Penalty: 4483.441406
	Iteration 5Q: 3 clusters Score -632438.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -632526.750000 Penalty: 4483.441406
	Iteration 6Q: 3 clusters Score -632526.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -632609.625000 Penalty: 4483.441406
	Iteration 7Q: 3 clusters Score -632609.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -632698.437500 Penalty: 4483.441406
	Iteration 8Q: 3 clusters Score -632698.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -632797.687500 Penalty: 4483.441406
	Iteration 9Q: 3 clusters Score -632797.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -632922.937500 Penalty: 4483.441406
	Iteration 10Q: 3 clusters Score -632922.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -633081.125000 Penalty: 4483.441406
	Iteration 11Q: 3 clusters Score -633081.1 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -633233.812500 Penalty: 4483.441406
	Iteration 12Q: 3 clusters Score -633233.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -633377.437500 Penalty: 4483.441406
	Iteration 13Q: 3 clusters Score -633377.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -633521.312500 Penalty: 4483.441406
	Iteration 14Q: 3 clusters Score -633521.3 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -633672.937500 Penalty: 4483.441406
	Iteration 15Q: 3 clusters Score -633672.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -633813.500000 Penalty: 4483.441406
	Iteration 16Q: 3 clusters Score -633813.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -633951.250000 Penalty: 4483.441406
	Iteration 17Q: 3 clusters Score -633951.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -634091.437500 Penalty: 4483.441406
	Iteration 18Q: 3 clusters Score -634091.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -634257.750000 Penalty: 4483.441406
	Iteration 19Q: 3 clusters Score -634257.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -634421.062500 Penalty: 4483.441406
	Iteration 20F: 3 clusters Score -634421.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -634565.812500 Penalty: 4483.441406
	Iteration 21Q: 3 clusters Score -634565.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -634688.125000 Penalty: 4483.441406
	Iteration 22Q: 3 clusters Score -634688.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -634767.625000 Penalty: 4483.441406
	Iteration 23Q: 3 clusters Score -634767.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -634821.625000 Penalty: 4483.441406
	Iteration 24Q: 3 clusters Score -634821.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -634858.062500 Penalty: 4483.441406
	Iteration 25Q: 3 clusters Score -634858.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -634890.687500 Penalty: 4483.441406
	Iteration 26Q: 3 clusters Score -634890.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -634921.500000 Penalty: 4483.441406
	Iteration 27Q: 3 clusters Score -634921.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -634945.000000 Penalty: 4483.441406
	Iteration 28Q: 3 clusters Score -634945 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -634968.062500 Penalty: 4483.441406
	Iteration 29Q: 3 clusters Score -634968.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -634991.125000 Penalty: 4483.441406
	Iteration 30Q: 3 clusters Score -634991.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -635021.750000 Penalty: 4483.441406
	Iteration 31Q: 3 clusters Score -635021.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -635061.000000 Penalty: 4483.441406
	Iteration 32Q: 3 clusters Score -635061 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -635102.000000 Penalty: 4483.441406
	Iteration 33Q: 3 clusters Score -635102 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -635142.312500 Penalty: 4483.441406
	Iteration 34Q: 3 clusters Score -635142.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -635181.250000 Penalty: 4483.441406
	Iteration 35Q: 3 clusters Score -635181.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -635219.937500 Penalty: 4483.441406
	Iteration 36Q: 3 clusters Score -635219.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -635252.250000 Penalty: 4483.441406
	Iteration 37Q: 3 clusters Score -635252.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -635280.437500 Penalty: 4483.441406
	Iteration 38Q: 3 clusters Score -635280.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -635308.500000 Penalty: 4483.441406
	Iteration 39Q: 3 clusters Score -635308.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -635346.937500 Penalty: 4483.441406
	Iteration 40F: 3 clusters Score -635346.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -635380.812500 Penalty: 4483.441406
	Iteration 41Q: 3 clusters Score -635380.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -635409.937500 Penalty: 4483.441406
	Iteration 42Q: 3 clusters Score -635409.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -635434.750000 Penalty: 4483.441406
	Iteration 43Q: 3 clusters Score -635434.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -635452.687500 Penalty: 4483.441406
	Iteration 44Q: 3 clusters Score -635452.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -635471.937500 Penalty: 4483.441406
	Iteration 45Q: 3 clusters Score -635471.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -635487.812500 Penalty: 4483.441406
	Iteration 46Q: 3 clusters Score -635487.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -635498.750000 Penalty: 4483.441406
	Iteration 47Q: 3 clusters Score -635498.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -635511.812500 Penalty: 4483.441406
	Iteration 48Q: 3 clusters Score -635511.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -635520.875000 Penalty: 4483.441406
	Iteration 49Q: 3 clusters Score -635520.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -635529.500000 Penalty: 4483.441406
	Iteration 50Q: 3 clusters Score -635529.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -635533.000000 Penalty: 4483.441406
	Iteration 51Q: 3 clusters Score -635533 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -635538.812500 Penalty: 4483.441406
	Iteration 52Q: 3 clusters Score -635538.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -635542.937500 Penalty: 4483.441406
	Iteration 53Q: 3 clusters Score -635542.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -635547.125000 Penalty: 4483.441406
	Iteration 54Q: 3 clusters Score -635547.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -635554.750000 Penalty: 4483.441406
	Iteration 55Q: 3 clusters Score -635554.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -635557.750000 Penalty: 4483.441406
	Iteration 56Q: 3 clusters Score -635557.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -635562.000000 Penalty: 4483.441406
	Iteration 57Q: 3 clusters Score -635562 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -635566.125000 Penalty: 4483.441406
	Iteration 58Q: 3 clusters Score -635566.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -635570.812500 Penalty: 4483.441406
	Iteration 59Q: 3 clusters Score -635570.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -635573.937500 Penalty: 4483.441406
	Iteration 60F: 3 clusters Score -635573.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -635578.187500 Penalty: 4483.441406
	Iteration 61Q: 3 clusters Score -635578.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -635581.562500 Penalty: 4483.441406
	Iteration 62Q: 3 clusters Score -635581.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -635584.625000 Penalty: 4483.441406
	Iteration 63Q: 3 clusters Score -635584.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -635587.687500 Penalty: 4483.441406
	Iteration 64Q: 3 clusters Score -635587.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -635587.937500 Penalty: 4483.441406
	Iteration 65Q: 3 clusters Score -635587.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -635591.125000 Penalty: 4483.441406
	Iteration 66Q: 3 clusters Score -635591.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -635594.187500 Penalty: 4483.441406
	Iteration 67Q: 3 clusters Score -635594.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -635597.312500 Penalty: 4483.441406
	Iteration 68Q: 3 clusters Score -635597.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -635598.312500 Penalty: 4483.441406
	Iteration 69Q: 3 clusters Score -635598.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -635602.687500 Penalty: 4483.441406
	Iteration 70Q: 3 clusters Score -635602.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -635602.812500 Penalty: 4483.441406
	Iteration 71Q: 3 clusters Score -635602.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -635607.000000 Penalty: 4483.441406
	Iteration 72Q: 3 clusters Score -635607 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -635612.000000 Penalty: 4483.441406
	Iteration 73Q: 3 clusters Score -635612 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -635617.312500 Penalty: 4483.441406
	Iteration 74Q: 3 clusters Score -635617.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -635621.375000 Penalty: 4483.441406
	Iteration 75Q: 3 clusters Score -635621.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -635626.000000 Penalty: 4483.441406
	Iteration 76Q: 3 clusters Score -635626 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -635631.937500 Penalty: 4483.441406
	Iteration 77Q: 3 clusters Score -635631.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -635635.250000 Penalty: 4483.441406
	Iteration 78Q: 3 clusters Score -635635.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -635638.937500 Penalty: 4483.441406
	Iteration 79Q: 3 clusters Score -635638.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -635643.437500 Penalty: 4483.441406
	Iteration 80F: 3 clusters Score -635643.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -635647.375000 Penalty: 4483.441406
	Iteration 81Q: 3 clusters Score -635647.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -635647.562500 Penalty: 4483.441406
	Iteration 82Q: 3 clusters Score -635647.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -635650.250000 Penalty: 4483.441406
	Iteration 83Q: 3 clusters Score -635650.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -635652.125000 Penalty: 4483.441406
	Iteration 84Q: 3 clusters Score -635652.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -635656.312500 Penalty: 4483.441406
	Iteration 85Q: 3 clusters Score -635656.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -635658.000000 Penalty: 4483.441406
	Iteration 86Q: 3 clusters Score -635658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -635656.625000 Penalty: 4483.441406
	Iteration 87Q: 3 clusters Score -635656.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -635659.000000 Penalty: 4483.441406
	Iteration 88Q: 3 clusters Score -635659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -635660.125000 Penalty: 4483.441406
	Iteration 89Q: 3 clusters Score -635660.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -635659.687500 Penalty: 4483.441406
	Iteration 90Q: 3 clusters Score -635659.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -635661.187500 Penalty: 4483.441406
	Iteration 91Q: 3 clusters Score -635661.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -635662.187500 Penalty: 4483.441406
	Iteration 92Q: 3 clusters Score -635662.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -635662.125000 Penalty: 4483.441406
	Iteration 93Q: 3 clusters Score -635662.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -635662.125000 Penalty: 4483.441406
	Iteration 94F: 3 clusters Score -635662.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Entering Unmasked Estep 
Score: -216144.812500 Penalty: 2004.665405
	Iteration 0F: 2 clusters Score -216144.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -212734.390625 Penalty: 4009.330811
	Iteration 0F: 3 clusters Score -212734.4 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -213621.546875 Penalty: 4009.330811
	Iteration 1F: 3 clusters Score -213621.5 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -213967.250000 Penalty: 4009.330811
	Iteration 2F: 3 clusters Score -213967.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -214238.468750 Penalty: 4009.330811
	Iteration 3F: 3 clusters Score -214238.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -214422.906250 Penalty: 4009.330811
	Iteration 4F: 3 clusters Score -214422.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -214547.796875 Penalty: 4009.330811
	Iteration 5Q: 3 clusters Score -214547.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -214653.515625 Penalty: 4009.330811
	Iteration 6Q: 3 clusters Score -214653.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -214728.281250 Penalty: 4009.330811
	Iteration 7Q: 3 clusters Score -214728.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -214805.906250 Penalty: 4009.330811
	Iteration 8Q: 3 clusters Score -214805.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -214859.734375 Penalty: 4009.330811
	Iteration 9Q: 3 clusters Score -214859.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -214905.531250 Penalty: 4009.330811
	Iteration 10Q: 3 clusters Score -214905.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -214937.968750 Penalty: 4009.330811
	Iteration 11Q: 3 clusters Score -214938 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -214970.421875 Penalty: 4009.330811
	Iteration 12Q: 3 clusters Score -214970.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -214985.421875 Penalty: 4009.330811
	Iteration 13Q: 3 clusters Score -214985.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -214997.953125 Penalty: 4009.330811
	Iteration 14Q: 3 clusters Score -214998 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -215016.562500 Penalty: 4009.330811
	Iteration 15Q: 3 clusters Score -215016.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -215032.125000 Penalty: 4009.330811
	Iteration 16Q: 3 clusters Score -215032.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -215042.156250 Penalty: 4009.330811
	Iteration 17Q: 3 clusters Score -215042.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -215049.250000 Penalty: 4009.330811
	Iteration 18Q: 3 clusters Score -215049.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -215056.859375 Penalty: 4009.330811
	Iteration 19Q: 3 clusters Score -215056.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -215059.562500 Penalty: 4009.330811
	Iteration 20F: 3 clusters Score -215059.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -215061.140625 Penalty: 4009.330811
	Iteration 21Q: 3 clusters Score -215061.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -215062.265625 Penalty: 4009.330811
	Iteration 22Q: 3 clusters Score -215062.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -215063.437500 Penalty: 4009.330811
	Iteration 23Q: 3 clusters Score -215063.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -215063.828125 Penalty: 4009.330811
	Iteration 24Q: 3 clusters Score -215063.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -215065.093750 Penalty: 4009.330811
	Iteration 25Q: 3 clusters Score -215065.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -215068.406250 Penalty: 4009.330811
	Iteration 26Q: 3 clusters Score -215068.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -215069.156250 Penalty: 4009.330811
	Iteration 27Q: 3 clusters Score -215069.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -215070.296875 Penalty: 4009.330811
	Iteration 28Q: 3 clusters Score -215070.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -215070.796875 Penalty: 4009.330811
	Iteration 29Q: 3 clusters Score -215070.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -215072.203125 Penalty: 4009.330811
	Iteration 30Q: 3 clusters Score -215072.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -215075.046875 Penalty: 4009.330811
	Iteration 31Q: 3 clusters Score -215075 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -215077.578125 Penalty: 4009.330811
	Iteration 32Q: 3 clusters Score -215077.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -215079.250000 Penalty: 4009.330811
	Iteration 33Q: 3 clusters Score -215079.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -215079.703125 Penalty: 4009.330811
	Iteration 34Q: 3 clusters Score -215079.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -215079.703125 Penalty: 4009.330811
	Iteration 35F: 3 clusters Score -215079.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (17447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17447 members 
Entering Unmasked Estep 
Score: -1435078.375000 Penalty: 2422.196777
	Iteration 0F: 2 clusters Score -1435078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -1422699.750000 Penalty: 4844.393555
	Iteration 0F: 3 clusters Score -1422700 nChanged 7554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -1426752.375000 Penalty: 4844.393555
	Iteration 1F: 3 clusters Score -1426752 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1427111.625000 Penalty: 4844.393555
	Iteration 2F: 3 clusters Score -1427112 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1427434.875000 Penalty: 4844.393555
	Iteration 3Q: 3 clusters Score -1427435 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1427754.000000 Penalty: 4844.393555
	Iteration 4Q: 3 clusters Score -1427754 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1428083.375000 Penalty: 4844.393555
	Iteration 5Q: 3 clusters Score -1428083 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1428456.250000 Penalty: 4844.393555
	Iteration 6Q: 3 clusters Score -1428456 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1428826.625000 Penalty: 4844.393555
	Iteration 7Q: 3 clusters Score -1428827 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1429194.500000 Penalty: 4844.393555
	Iteration 8Q: 3 clusters Score -1429194 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1429601.125000 Penalty: 4844.393555
	Iteration 9Q: 3 clusters Score -1429601 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1430025.000000 Penalty: 4844.393555
	Iteration 10Q: 3 clusters Score -1430025 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1430432.875000 Penalty: 4844.393555
	Iteration 11Q: 3 clusters Score -1430433 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1430816.375000 Penalty: 4844.393555
	Iteration 12Q: 3 clusters Score -1430816 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1431136.375000 Penalty: 4844.393555
	Iteration 13Q: 3 clusters Score -1431136 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1431438.625000 Penalty: 4844.393555
	Iteration 14Q: 3 clusters Score -1431439 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1431631.875000 Penalty: 4844.393555
	Iteration 15Q: 3 clusters Score -1431632 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1431764.250000 Penalty: 4844.393555
	Iteration 16Q: 3 clusters Score -1431764 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1431865.250000 Penalty: 4844.393555
	Iteration 17Q: 3 clusters Score -1431865 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1431961.125000 Penalty: 4844.393555
	Iteration 18Q: 3 clusters Score -1431961 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14689 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1432064.750000 Penalty: 4844.393555
	Iteration 19Q: 3 clusters Score -1432065 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1432147.375000 Penalty: 4844.393555
	Iteration 20F: 3 clusters Score -1432147 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1432235.875000 Penalty: 4844.393555
	Iteration 21Q: 3 clusters Score -1432236 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1432311.000000 Penalty: 4844.393555
	Iteration 22Q: 3 clusters Score -1432311 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1432380.875000 Penalty: 4844.393555
	Iteration 23Q: 3 clusters Score -1432381 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15530 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1432443.875000 Penalty: 4844.393555
	Iteration 24Q: 3 clusters Score -1432444 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1432503.500000 Penalty: 4844.393555
	Iteration 25Q: 3 clusters Score -1432504 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1432554.500000 Penalty: 4844.393555
	Iteration 26Q: 3 clusters Score -1432554 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1432611.625000 Penalty: 4844.393555
	Iteration 27Q: 3 clusters Score -1432612 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15996 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1432655.250000 Penalty: 4844.393555
	Iteration 28Q: 3 clusters Score -1432655 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16088 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1432704.250000 Penalty: 4844.393555
	Iteration 29Q: 3 clusters Score -1432704 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16162 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1432740.875000 Penalty: 4844.393555
	Iteration 30Q: 3 clusters Score -1432741 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16230 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1432775.500000 Penalty: 4844.393555
	Iteration 31Q: 3 clusters Score -1432776 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1432810.250000 Penalty: 4844.393555
	Iteration 32Q: 3 clusters Score -1432810 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16355 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1432840.750000 Penalty: 4844.393555
	Iteration 33Q: 3 clusters Score -1432841 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1432862.000000 Penalty: 4844.393555
	Iteration 34Q: 3 clusters Score -1432862 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16446 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1432874.375000 Penalty: 4844.393555
	Iteration 35Q: 3 clusters Score -1432874 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16473 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1432885.000000 Penalty: 4844.393555
	Iteration 36Q: 3 clusters Score -1432885 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1432893.375000 Penalty: 4844.393555
	Iteration 37Q: 3 clusters Score -1432893 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16515 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1432903.625000 Penalty: 4844.393555
	Iteration 38Q: 3 clusters Score -1432904 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16530 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1432912.625000 Penalty: 4844.393555
	Iteration 39Q: 3 clusters Score -1432913 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1432920.125000 Penalty: 4844.393555
	Iteration 40F: 3 clusters Score -1432920 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16560 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1432929.625000 Penalty: 4844.393555
	Iteration 41Q: 3 clusters Score -1432930 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16576 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1432938.250000 Penalty: 4844.393555
	Iteration 42Q: 3 clusters Score -1432938 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16589 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1432948.500000 Penalty: 4844.393555
	Iteration 43Q: 3 clusters Score -1432948 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16606 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1432956.125000 Penalty: 4844.393555
	Iteration 44Q: 3 clusters Score -1432956 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16619 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1432958.500000 Penalty: 4844.393555
	Iteration 45Q: 3 clusters Score -1432958 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1432966.250000 Penalty: 4844.393555
	Iteration 46Q: 3 clusters Score -1432966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16640 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1432968.625000 Penalty: 4844.393555
	Iteration 47Q: 3 clusters Score -1432969 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16649 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1432975.375000 Penalty: 4844.393555
	Iteration 48Q: 3 clusters Score -1432975 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16657 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1432978.625000 Penalty: 4844.393555
	Iteration 49Q: 3 clusters Score -1432979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16661 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1432980.250000 Penalty: 4844.393555
	Iteration 50Q: 3 clusters Score -1432980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16665 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1432983.250000 Penalty: 4844.393555
	Iteration 51Q: 3 clusters Score -1432983 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1432982.500000 Penalty: 4844.393555
	Iteration 52Q: 3 clusters Score -1432982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1432985.750000 Penalty: 4844.393555
	Iteration 53Q: 3 clusters Score -1432986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1432985.500000 Penalty: 4844.393555
	Iteration 54Q: 3 clusters Score -1432986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16673 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1432986.875000 Penalty: 4844.393555
	Iteration 55Q: 3 clusters Score -1432987 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16679 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1432987.625000 Penalty: 4844.393555
	Iteration 56Q: 3 clusters Score -1432988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16682 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1432989.500000 Penalty: 4844.393555
	Iteration 57Q: 3 clusters Score -1432990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16686 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1432989.375000 Penalty: 4844.393555
	Iteration 58Q: 3 clusters Score -1432989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16689 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1432992.375000 Penalty: 4844.393555
	Iteration 59Q: 3 clusters Score -1432992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16689 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1432992.375000 Penalty: 4844.393555
	Iteration 60F: 3 clusters Score -1432992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (28426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28426 members 
Entering Unmasked Estep 
Score: -2334822.250000 Penalty: 2543.254639
	Iteration 0F: 2 clusters Score -2334822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -2315190.500000 Penalty: 5086.509277
	Iteration 0F: 3 clusters Score -2315190 nChanged 12864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -2322117.500000 Penalty: 5086.509277
	Iteration 1F: 3 clusters Score -2322118 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -2322555.000000 Penalty: 5086.509277
	Iteration 2Q: 3 clusters Score -2322555 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -2322875.250000 Penalty: 5086.509277
	Iteration 3Q: 3 clusters Score -2322875 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -2323174.500000 Penalty: 5086.509277
	Iteration 4Q: 3 clusters Score -2323174 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -2323414.250000 Penalty: 5086.509277
	Iteration 5Q: 3 clusters Score -2323414 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -2323626.750000 Penalty: 5086.509277
	Iteration 6Q: 3 clusters Score -2323627 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -2323823.250000 Penalty: 5086.509277
	Iteration 7Q: 3 clusters Score -2323823 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14090 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -2324050.750000 Penalty: 5086.509277
	Iteration 8Q: 3 clusters Score -2324051 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -2324318.000000 Penalty: 5086.509277
	Iteration 9Q: 3 clusters Score -2324318 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
Score: -2324677.500000 Penalty: 5086.509277
	Iteration 10Q: 3 clusters Score -2324678 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -2325123.000000 Penalty: 5086.509277
	Iteration 11Q: 3 clusters Score -2325123 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -2325787.000000 Penalty: 5086.509277
	Iteration 12Q: 3 clusters Score -2325787 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 15201 members 
Entering Unmasked Estep 
Score: -2326679.750000 Penalty: 5086.509277
	Iteration 13Q: 3 clusters Score -2326680 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -2327665.500000 Penalty: 5086.509277
	Iteration 14F: 3 clusters Score -2327666 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
Score: -2328530.000000 Penalty: 5086.509277
	Iteration 15Q: 3 clusters Score -2328530 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 15903 members 
Entering Unmasked Estep 
Score: -2329040.750000 Penalty: 5086.509277
	Iteration 16Q: 3 clusters Score -2329041 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -2329291.000000 Penalty: 5086.509277
	Iteration 17Q: 3 clusters Score -2329291 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -2329425.000000 Penalty: 5086.509277
	Iteration 18Q: 3 clusters Score -2329425 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 16571 members 
Entering Unmasked Estep 
Score: -2329530.250000 Penalty: 5086.509277
	Iteration 19Q: 3 clusters Score -2329530 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 16816 members 
Entering Unmasked Estep 
Score: -2329644.000000 Penalty: 5086.509277
	Iteration 20F: 3 clusters Score -2329644 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 17076 members 
Entering Unmasked Estep 
Score: -2329751.750000 Penalty: 5086.509277
	Iteration 21Q: 3 clusters Score -2329752 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 17317 members 
Entering Unmasked Estep 
Score: -2329862.750000 Penalty: 5086.509277
	Iteration 22Q: 3 clusters Score -2329863 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 17521 members 
Entering Unmasked Estep 
Score: -2329961.500000 Penalty: 5086.509277
	Iteration 23Q: 3 clusters Score -2329962 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 17697 members 
Entering Unmasked Estep 
Score: -2330019.750000 Penalty: 5086.509277
	Iteration 24Q: 3 clusters Score -2330020 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 17859 members 
Entering Unmasked Estep 
Score: -2330082.500000 Penalty: 5086.509277
	Iteration 25Q: 3 clusters Score -2330082 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 18013 members 
Entering Unmasked Estep 
Score: -2330133.750000 Penalty: 5086.509277
	Iteration 26Q: 3 clusters Score -2330134 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 18176 members 
Entering Unmasked Estep 
Score: -2330185.000000 Penalty: 5086.509277
	Iteration 27Q: 3 clusters Score -2330185 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 18336 members 
Entering Unmasked Estep 
Score: -2330247.750000 Penalty: 5086.509277
	Iteration 28Q: 3 clusters Score -2330248 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
Score: -2330292.500000 Penalty: 5086.509277
	Iteration 29Q: 3 clusters Score -2330292 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 18711 members 
Entering Unmasked Estep 
Score: -2330357.750000 Penalty: 5086.509277
	Iteration 30Q: 3 clusters Score -2330358 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 18916 members 
Entering Unmasked Estep 
Score: -2330403.500000 Penalty: 5086.509277
	Iteration 31Q: 3 clusters Score -2330404 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 19112 members 
Entering Unmasked Estep 
Score: -2330438.750000 Penalty: 5086.509277
	Iteration 32Q: 3 clusters Score -2330439 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 19295 members 
Entering Unmasked Estep 
Score: -2330486.250000 Penalty: 5086.509277
	Iteration 33Q: 3 clusters Score -2330486 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 19469 members 
Entering Unmasked Estep 
Score: -2330527.250000 Penalty: 5086.509277
	Iteration 34Q: 3 clusters Score -2330527 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 19664 members 
Entering Unmasked Estep 
Score: -2330573.250000 Penalty: 5086.509277
	Iteration 35Q: 3 clusters Score -2330573 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 19847 members 
Entering Unmasked Estep 
Score: -2330613.750000 Penalty: 5086.509277
	Iteration 36Q: 3 clusters Score -2330614 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 20021 members 
Entering Unmasked Estep 
Score: -2330651.000000 Penalty: 5086.509277
	Iteration 37Q: 3 clusters Score -2330651 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 20201 members 
Entering Unmasked Estep 
Score: -2330683.750000 Penalty: 5086.509277
	Iteration 38Q: 3 clusters Score -2330684 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 20374 members 
Entering Unmasked Estep 
Score: -2330723.750000 Penalty: 5086.509277
	Iteration 39Q: 3 clusters Score -2330724 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 20528 members 
Entering Unmasked Estep 
Score: -2330748.250000 Penalty: 5086.509277
	Iteration 40F: 3 clusters Score -2330748 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 20681 members 
Entering Unmasked Estep 
Score: -2330782.500000 Penalty: 5086.509277
	Iteration 41Q: 3 clusters Score -2330782 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 20839 members 
Entering Unmasked Estep 
Score: -2330815.750000 Penalty: 5086.509277
	Iteration 42Q: 3 clusters Score -2330816 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 21002 members 
Entering Unmasked Estep 
Score: -2330851.000000 Penalty: 5086.509277
	Iteration 43Q: 3 clusters Score -2330851 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 21165 members 
Entering Unmasked Estep 
Score: -2330870.250000 Penalty: 5086.509277
	Iteration 44Q: 3 clusters Score -2330870 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 21337 members 
Entering Unmasked Estep 
Score: -2330905.000000 Penalty: 5086.509277
	Iteration 45Q: 3 clusters Score -2330905 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 21501 members 
Entering Unmasked Estep 
Score: -2330944.750000 Penalty: 5086.509277
	Iteration 46Q: 3 clusters Score -2330945 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 21673 members 
Entering Unmasked Estep 
Score: -2330971.500000 Penalty: 5086.509277
	Iteration 47Q: 3 clusters Score -2330972 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 21853 members 
Entering Unmasked Estep 
Score: -2331015.000000 Penalty: 5086.509277
	Iteration 48Q: 3 clusters Score -2331015 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 22039 members 
Entering Unmasked Estep 
Score: -2331066.500000 Penalty: 5086.509277
	Iteration 49Q: 3 clusters Score -2331066 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 22256 members 
Entering Unmasked Estep 
Score: -2331134.250000 Penalty: 5086.509277
	Iteration 50Q: 3 clusters Score -2331134 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 22497 members 
Entering Unmasked Estep 
Score: -2331199.500000 Penalty: 5086.509277
	Iteration 51Q: 3 clusters Score -2331200 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 22725 members 
Entering Unmasked Estep 
Score: -2331263.250000 Penalty: 5086.509277
	Iteration 52Q: 3 clusters Score -2331263 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 22924 members 
Entering Unmasked Estep 
Score: -2331333.250000 Penalty: 5086.509277
	Iteration 53Q: 3 clusters Score -2331333 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 23123 members 
Entering Unmasked Estep 
Score: -2331376.250000 Penalty: 5086.509277
	Iteration 54Q: 3 clusters Score -2331376 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 23311 members 
Entering Unmasked Estep 
Score: -2331424.000000 Penalty: 5086.509277
	Iteration 55Q: 3 clusters Score -2331424 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 23477 members 
Entering Unmasked Estep 
Score: -2331466.000000 Penalty: 5086.509277
	Iteration 56Q: 3 clusters Score -2331466 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 23653 members 
Entering Unmasked Estep 
Score: -2331518.000000 Penalty: 5086.509277
	Iteration 57Q: 3 clusters Score -2331518 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 23826 members 
Entering Unmasked Estep 
Score: -2331554.500000 Penalty: 5086.509277
	Iteration 58Q: 3 clusters Score -2331554 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 23985 members 
Entering Unmasked Estep 
Score: -2331595.500000 Penalty: 5086.509277
	Iteration 59Q: 3 clusters Score -2331596 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 24150 members 
Entering Unmasked Estep 
Score: -2331655.000000 Penalty: 5086.509277
	Iteration 60F: 3 clusters Score -2331655 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 24315 members 
Entering Unmasked Estep 
Score: -2331693.750000 Penalty: 5086.509277
	Iteration 61Q: 3 clusters Score -2331694 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 24481 members 
Entering Unmasked Estep 
Score: -2331750.250000 Penalty: 5086.509277
	Iteration 62Q: 3 clusters Score -2331750 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 24654 members 
Entering Unmasked Estep 
Score: -2331801.750000 Penalty: 5086.509277
	Iteration 63Q: 3 clusters Score -2331802 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 24805 members 
Entering Unmasked Estep 
Score: -2331852.000000 Penalty: 5086.509277
	Iteration 64Q: 3 clusters Score -2331852 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 24951 members 
Entering Unmasked Estep 
Score: -2331894.250000 Penalty: 5086.509277
	Iteration 65Q: 3 clusters Score -2331894 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 25089 members 
Entering Unmasked Estep 
Score: -2331937.000000 Penalty: 5086.509277
	Iteration 66Q: 3 clusters Score -2331937 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 25218 members 
Entering Unmasked Estep 
Score: -2331966.500000 Penalty: 5086.509277
	Iteration 67Q: 3 clusters Score -2331966 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 25333 members 
Entering Unmasked Estep 
Score: -2332003.500000 Penalty: 5086.509277
	Iteration 68Q: 3 clusters Score -2332004 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 25441 members 
Entering Unmasked Estep 
Score: -2332025.250000 Penalty: 5086.509277
	Iteration 69Q: 3 clusters Score -2332025 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 25563 members 
Entering Unmasked Estep 
Score: -2332077.500000 Penalty: 5086.509277
	Iteration 70Q: 3 clusters Score -2332078 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 25670 members 
Entering Unmasked Estep 
Score: -2332105.750000 Penalty: 5086.509277
	Iteration 71Q: 3 clusters Score -2332106 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 25764 members 
Entering Unmasked Estep 
Score: -2332137.000000 Penalty: 5086.509277
	Iteration 72Q: 3 clusters Score -2332137 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 25843 members 
Entering Unmasked Estep 
Score: -2332154.250000 Penalty: 5086.509277
	Iteration 73Q: 3 clusters Score -2332154 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 25920 members 
Entering Unmasked Estep 
Score: -2332169.000000 Penalty: 5086.509277
	Iteration 74Q: 3 clusters Score -2332169 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 25994 members 
Entering Unmasked Estep 
Score: -2332198.750000 Penalty: 5086.509277
	Iteration 75Q: 3 clusters Score -2332199 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 26071 members 
Entering Unmasked Estep 
Score: -2332226.250000 Penalty: 5086.509277
	Iteration 76Q: 3 clusters Score -2332226 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 26140 members 
Entering Unmasked Estep 
Score: -2332244.500000 Penalty: 5086.509277
	Iteration 77Q: 3 clusters Score -2332244 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 26214 members 
Entering Unmasked Estep 
Score: -2332269.750000 Penalty: 5086.509277
	Iteration 78Q: 3 clusters Score -2332270 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 26274 members 
Entering Unmasked Estep 
Score: -2332284.500000 Penalty: 5086.509277
	Iteration 79Q: 3 clusters Score -2332284 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 26319 members 
Entering Unmasked Estep 
Score: -2332298.500000 Penalty: 5086.509277
	Iteration 80F: 3 clusters Score -2332298 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 26359 members 
Entering Unmasked Estep 
Score: -2332308.250000 Penalty: 5086.509277
	Iteration 81Q: 3 clusters Score -2332308 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 26398 members 
Entering Unmasked Estep 
Score: -2332326.000000 Penalty: 5086.509277
	Iteration 82Q: 3 clusters Score -2332326 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 26448 members 
Entering Unmasked Estep 
Score: -2332331.250000 Penalty: 5086.509277
	Iteration 83Q: 3 clusters Score -2332331 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 26492 members 
Entering Unmasked Estep 
Score: -2332339.500000 Penalty: 5086.509277
	Iteration 84Q: 3 clusters Score -2332340 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 26541 members 
Entering Unmasked Estep 
Score: -2332357.500000 Penalty: 5086.509277
	Iteration 85Q: 3 clusters Score -2332358 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 26591 members 
Entering Unmasked Estep 
Score: -2332364.750000 Penalty: 5086.509277
	Iteration 86Q: 3 clusters Score -2332365 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 26632 members 
Entering Unmasked Estep 
Score: -2332379.500000 Penalty: 5086.509277
	Iteration 87Q: 3 clusters Score -2332380 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 26671 members 
Entering Unmasked Estep 
Score: -2332388.500000 Penalty: 5086.509277
	Iteration 88Q: 3 clusters Score -2332388 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 26706 members 
Entering Unmasked Estep 
Score: -2332400.750000 Penalty: 5086.509277
	Iteration 89Q: 3 clusters Score -2332401 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 26737 members 
Entering Unmasked Estep 
Score: -2332407.500000 Penalty: 5086.509277
	Iteration 90Q: 3 clusters Score -2332408 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 26768 members 
Entering Unmasked Estep 
Score: -2332413.250000 Penalty: 5086.509277
	Iteration 91Q: 3 clusters Score -2332413 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 26794 members 
Entering Unmasked Estep 
Score: -2332426.250000 Penalty: 5086.509277
	Iteration 92Q: 3 clusters Score -2332426 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 26829 members 
Entering Unmasked Estep 
Score: -2332430.250000 Penalty: 5086.509277
	Iteration 93Q: 3 clusters Score -2332430 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 26863 members 
Entering Unmasked Estep 
Score: -2332442.000000 Penalty: 5086.509277
	Iteration 94Q: 3 clusters Score -2332442 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 26889 members 
Entering Unmasked Estep 
Score: -2332450.750000 Penalty: 5086.509277
	Iteration 95Q: 3 clusters Score -2332451 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 26914 members 
Entering Unmasked Estep 
Score: -2332456.250000 Penalty: 5086.509277
	Iteration 96Q: 3 clusters Score -2332456 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 26939 members 
Entering Unmasked Estep 
Score: -2332465.500000 Penalty: 5086.509277
	Iteration 97Q: 3 clusters Score -2332466 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 26966 members 
Entering Unmasked Estep 
Score: -2332474.000000 Penalty: 5086.509277
	Iteration 98Q: 3 clusters Score -2332474 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 26998 members 
Entering Unmasked Estep 
Score: -2332485.500000 Penalty: 5086.509277
	Iteration 99Q: 3 clusters Score -2332486 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 27027 members 
Entering Unmasked Estep 
Score: -2332503.000000 Penalty: 5086.509277
	Iteration 100F: 3 clusters Score -2332503 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 27057 members 
Entering Unmasked Estep 
Score: -2332515.000000 Penalty: 5086.509277
	Iteration 101Q: 3 clusters Score -2332515 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 27078 members 
Entering Unmasked Estep 
Score: -2332522.500000 Penalty: 5086.509277
	Iteration 102Q: 3 clusters Score -2332522 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 27091 members 
Entering Unmasked Estep 
Score: -2332526.500000 Penalty: 5086.509277
	Iteration 103Q: 3 clusters Score -2332526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 27096 members 
Entering Unmasked Estep 
Score: -2332529.500000 Penalty: 5086.509277
	Iteration 104Q: 3 clusters Score -2332530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 27102 members 
Entering Unmasked Estep 
Score: -2332532.250000 Penalty: 5086.509277
	Iteration 105Q: 3 clusters Score -2332532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 27105 members 
Entering Unmasked Estep 
Score: -2332530.250000 Penalty: 5086.509277
	Iteration 106Q: 3 clusters Score -2332530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 27107 members 
Entering Unmasked Estep 
Score: -2332532.250000 Penalty: 5086.509277
	Iteration 107Q: 3 clusters Score -2332532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 27109 members 
Entering Unmasked Estep 
Score: -2332533.750000 Penalty: 5086.509277
	Iteration 108Q: 3 clusters Score -2332534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 27109 members 
Entering Unmasked Estep 
Score: -2332533.750000 Penalty: 5086.509277
	Iteration 109F: 3 clusters Score -2332534 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (19092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19092 members 
Entering Unmasked Estep 
Score: -1333037.375000 Penalty: 2444.542236
	Iteration 0F: 2 clusters Score -1333037 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -1319578.750000 Penalty: 4889.084473
	Iteration 0F: 3 clusters Score -1319579 nChanged 8331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -1324295.375000 Penalty: 4889.084473
	Iteration 1F: 3 clusters Score -1324295 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -1325009.250000 Penalty: 4889.084473
	Iteration 2F: 3 clusters Score -1325009 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -1325790.250000 Penalty: 4889.084473
	Iteration 3F: 3 clusters Score -1325790 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -1326593.125000 Penalty: 4889.084473
	Iteration 4F: 3 clusters Score -1326593 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1327387.625000 Penalty: 4889.084473
	Iteration 5F: 3 clusters Score -1327388 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -1328144.625000 Penalty: 4889.084473
	Iteration 6F: 3 clusters Score -1328145 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1328791.750000 Penalty: 4889.084473
	Iteration 7F: 3 clusters Score -1328792 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1329293.875000 Penalty: 4889.084473
	Iteration 8Q: 3 clusters Score -1329294 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1329685.375000 Penalty: 4889.084473
	Iteration 9Q: 3 clusters Score -1329685 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1329973.250000 Penalty: 4889.084473
	Iteration 10Q: 3 clusters Score -1329973 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1330194.625000 Penalty: 4889.084473
	Iteration 11Q: 3 clusters Score -1330195 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1330359.500000 Penalty: 4889.084473
	Iteration 12Q: 3 clusters Score -1330360 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1330506.250000 Penalty: 4889.084473
	Iteration 13Q: 3 clusters Score -1330506 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1330620.375000 Penalty: 4889.084473
	Iteration 14Q: 3 clusters Score -1330620 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1330736.125000 Penalty: 4889.084473
	Iteration 15Q: 3 clusters Score -1330736 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1330839.625000 Penalty: 4889.084473
	Iteration 16Q: 3 clusters Score -1330840 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1330912.750000 Penalty: 4889.084473
	Iteration 17Q: 3 clusters Score -1330913 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1330991.375000 Penalty: 4889.084473
	Iteration 18Q: 3 clusters Score -1330991 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14904 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1331063.625000 Penalty: 4889.084473
	Iteration 19Q: 3 clusters Score -1331064 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1331156.000000 Penalty: 4889.084473
	Iteration 20F: 3 clusters Score -1331156 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15296 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1331269.375000 Penalty: 4889.084473
	Iteration 21Q: 3 clusters Score -1331269 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1331403.375000 Penalty: 4889.084473
	Iteration 22Q: 3 clusters Score -1331403 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15686 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1331544.875000 Penalty: 4889.084473
	Iteration 23Q: 3 clusters Score -1331545 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1331667.875000 Penalty: 4889.084473
	Iteration 24Q: 3 clusters Score -1331668 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -1331766.250000 Penalty: 4889.084473
	Iteration 25Q: 3 clusters Score -1331766 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1331865.375000 Penalty: 4889.084473
	Iteration 26Q: 3 clusters Score -1331865 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1331955.375000 Penalty: 4889.084473
	Iteration 27Q: 3 clusters Score -1331955 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16457 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1332042.250000 Penalty: 4889.084473
	Iteration 28Q: 3 clusters Score -1332042 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16567 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1332124.750000 Penalty: 4889.084473
	Iteration 29Q: 3 clusters Score -1332125 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1332205.500000 Penalty: 4889.084473
	Iteration 30Q: 3 clusters Score -1332206 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1332269.750000 Penalty: 4889.084473
	Iteration 31Q: 3 clusters Score -1332270 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16817 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1332346.500000 Penalty: 4889.084473
	Iteration 32Q: 3 clusters Score -1332346 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16876 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1332388.000000 Penalty: 4889.084473
	Iteration 33Q: 3 clusters Score -1332388 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1332417.375000 Penalty: 4889.084473
	Iteration 34Q: 3 clusters Score -1332417 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1332433.625000 Penalty: 4889.084473
	Iteration 35Q: 3 clusters Score -1332434 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17002 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1332444.250000 Penalty: 4889.084473
	Iteration 36Q: 3 clusters Score -1332444 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17028 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1332454.000000 Penalty: 4889.084473
	Iteration 37Q: 3 clusters Score -1332454 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17042 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1332461.000000 Penalty: 4889.084473
	Iteration 38Q: 3 clusters Score -1332461 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17046 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1332461.125000 Penalty: 4889.084473
	Iteration 39Q: 3 clusters Score -1332461 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17053 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1332465.625000 Penalty: 4889.084473
	Iteration 40F: 3 clusters Score -1332466 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17060 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1332469.625000 Penalty: 4889.084473
	Iteration 41Q: 3 clusters Score -1332470 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17070 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1332472.750000 Penalty: 4889.084473
	Iteration 42Q: 3 clusters Score -1332473 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17081 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1332475.500000 Penalty: 4889.084473
	Iteration 43Q: 3 clusters Score -1332476 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1332480.625000 Penalty: 4889.084473
	Iteration 44Q: 3 clusters Score -1332481 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1332485.750000 Penalty: 4889.084473
	Iteration 45Q: 3 clusters Score -1332486 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17108 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1332485.000000 Penalty: 4889.084473
	Iteration 46Q: 3 clusters Score -1332485 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1332485.250000 Penalty: 4889.084473
	Iteration 47Q: 3 clusters Score -1332485 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1332488.875000 Penalty: 4889.084473
	Iteration 48Q: 3 clusters Score -1332489 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17120 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1332491.875000 Penalty: 4889.084473
	Iteration 49Q: 3 clusters Score -1332492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17123 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1332490.750000 Penalty: 4889.084473
	Iteration 50Q: 3 clusters Score -1332491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1332495.500000 Penalty: 4889.084473
	Iteration 51Q: 3 clusters Score -1332496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17130 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1332493.125000 Penalty: 4889.084473
	Iteration 52Q: 3 clusters Score -1332493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17132 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1332494.250000 Penalty: 4889.084473
	Iteration 53Q: 3 clusters Score -1332494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17133 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1332494.375000 Penalty: 4889.084473
	Iteration 54Q: 3 clusters Score -1332494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17136 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1332494.500000 Penalty: 4889.084473
	Iteration 55Q: 3 clusters Score -1332494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1332494.375000 Penalty: 4889.084473
	Iteration 56Q: 3 clusters Score -1332494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17142 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1332497.250000 Penalty: 4889.084473
	Iteration 57Q: 3 clusters Score -1332497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1332496.375000 Penalty: 4889.084473
	Iteration 58Q: 3 clusters Score -1332496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1332495.750000 Penalty: 4889.084473
	Iteration 59Q: 3 clusters Score -1332496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1332495.750000 Penalty: 4889.084473
	Iteration 60F: 3 clusters Score -1332496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Entering Unmasked Estep 
Score: -511962.750000 Penalty: 2177.978027
	Iteration 0F: 2 clusters Score -511962.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -506476.468750 Penalty: 4355.956055
	Iteration 0F: 3 clusters Score -506476.5 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -507817.375000 Penalty: 4355.956055
	Iteration 1F: 3 clusters Score -507817.4 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -508126.250000 Penalty: 4355.956055
	Iteration 2F: 3 clusters Score -508126.2 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -508354.250000 Penalty: 4355.956055
	Iteration 3F: 3 clusters Score -508354.2 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -508532.000000 Penalty: 4355.956055
	Iteration 4F: 3 clusters Score -508532 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -508687.968750 Penalty: 4355.956055
	Iteration 5Q: 3 clusters Score -508688 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -508843.843750 Penalty: 4355.956055
	Iteration 6Q: 3 clusters Score -508843.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -508992.062500 Penalty: 4355.956055
	Iteration 7Q: 3 clusters Score -508992.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -509129.656250 Penalty: 4355.956055
	Iteration 8Q: 3 clusters Score -509129.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -509243.937500 Penalty: 4355.956055
	Iteration 9Q: 3 clusters Score -509243.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -509327.718750 Penalty: 4355.956055
	Iteration 10Q: 3 clusters Score -509327.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -509433.093750 Penalty: 4355.956055
	Iteration 11Q: 3 clusters Score -509433.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -509547.906250 Penalty: 4355.956055
	Iteration 12Q: 3 clusters Score -509547.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -509660.406250 Penalty: 4355.956055
	Iteration 13Q: 3 clusters Score -509660.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -509778.437500 Penalty: 4355.956055
	Iteration 14Q: 3 clusters Score -509778.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -509913.968750 Penalty: 4355.956055
	Iteration 15Q: 3 clusters Score -509914 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -510074.031250 Penalty: 4355.956055
	Iteration 16Q: 3 clusters Score -510074 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -510230.218750 Penalty: 4355.956055
	Iteration 17Q: 3 clusters Score -510230.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -510335.468750 Penalty: 4355.956055
	Iteration 18Q: 3 clusters Score -510335.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -510401.156250 Penalty: 4355.956055
	Iteration 19Q: 3 clusters Score -510401.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -510453.437500 Penalty: 4355.956055
	Iteration 20F: 3 clusters Score -510453.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -510484.562500 Penalty: 4355.956055
	Iteration 21Q: 3 clusters Score -510484.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -510507.250000 Penalty: 4355.956055
	Iteration 22Q: 3 clusters Score -510507.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -510517.062500 Penalty: 4355.956055
	Iteration 23Q: 3 clusters Score -510517.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -510523.031250 Penalty: 4355.956055
	Iteration 24Q: 3 clusters Score -510523 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -510530.281250 Penalty: 4355.956055
	Iteration 25Q: 3 clusters Score -510530.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -510536.968750 Penalty: 4355.956055
	Iteration 26Q: 3 clusters Score -510537 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -510539.937500 Penalty: 4355.956055
	Iteration 27Q: 3 clusters Score -510539.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -510539.906250 Penalty: 4355.956055
	Iteration 28Q: 3 clusters Score -510539.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -510540.843750 Penalty: 4355.956055
	Iteration 29Q: 3 clusters Score -510540.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -510540.718750 Penalty: 4355.956055
	Iteration 30Q: 3 clusters Score -510540.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -510540.750000 Penalty: 4355.956055
	Iteration 31Q: 3 clusters Score -510540.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -510541.687500 Penalty: 4355.956055
	Iteration 32Q: 3 clusters Score -510541.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -510541.687500 Penalty: 4355.956055
	Iteration 33F: 3 clusters Score -510541.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (60174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60174 members 
Entering Unmasked Estep 
Score: -4715274.500000 Penalty: 2729.238770
	Iteration 0F: 2 clusters Score -4715274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30057 members 
Mstep: Class 2 contains 30117 members 
Entering Unmasked Estep 
Score: -4674931.000000 Penalty: 5458.477539
	Iteration 0F: 3 clusters Score -4674931 nChanged 27798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29691 members 
Mstep: Class 2 contains 30483 members 
Entering Unmasked Estep 
Score: -4690483.000000 Penalty: 5458.477539
	Iteration 1F: 3 clusters Score -4690483 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29547 members 
Mstep: Class 2 contains 30627 members 
Entering Unmasked Estep 
Score: -4691030.000000 Penalty: 5458.477539
	Iteration 2Q: 3 clusters Score -4691030 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29304 members 
Mstep: Class 2 contains 30870 members 
Entering Unmasked Estep 
Score: -4691550.500000 Penalty: 5458.477539
	Iteration 3Q: 3 clusters Score -4691550 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29027 members 
Mstep: Class 2 contains 31147 members 
Entering Unmasked Estep 
Score: -4692072.500000 Penalty: 5458.477539
	Iteration 4Q: 3 clusters Score -4692072 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28570 members 
Mstep: Class 2 contains 31604 members 
Entering Unmasked Estep 
Score: -4692649.000000 Penalty: 5458.477539
	Iteration 5Q: 3 clusters Score -4692649 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27940 members 
Mstep: Class 2 contains 32234 members 
Entering Unmasked Estep 
Score: -4693357.000000 Penalty: 5458.477539
	Iteration 6Q: 3 clusters Score -4693357 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27013 members 
Mstep: Class 2 contains 33161 members 
Entering Unmasked Estep 
Score: -4694176.000000 Penalty: 5458.477539
	Iteration 7Q: 3 clusters Score -4694176 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25652 members 
Mstep: Class 2 contains 34522 members 
Entering Unmasked Estep 
Score: -4695369.500000 Penalty: 5458.477539
	Iteration 8Q: 3 clusters Score -4695370 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24005 members 
Mstep: Class 2 contains 36169 members 
Entering Unmasked Estep 
Score: -4696920.500000 Penalty: 5458.477539
	Iteration 9Q: 3 clusters Score -4696920 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22069 members 
Mstep: Class 2 contains 38105 members 
Entering Unmasked Estep 
Score: -4699070.500000 Penalty: 5458.477539
	Iteration 10F: 3 clusters Score -4699070 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20161 members 
Mstep: Class 2 contains 40013 members 
Entering Unmasked Estep 
Score: -4701615.500000 Penalty: 5458.477539
	Iteration 11F: 3 clusters Score -4701616 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18498 members 
Mstep: Class 2 contains 41676 members 
Entering Unmasked Estep 
Score: -4703826.500000 Penalty: 5458.477539
	Iteration 12F: 3 clusters Score -4703826 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 42987 members 
Entering Unmasked Estep 
Score: -4705290.500000 Penalty: 5458.477539
	Iteration 13Q: 3 clusters Score -4705290 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 44165 members 
Entering Unmasked Estep 
Score: -4706188.000000 Penalty: 5458.477539
	Iteration 14Q: 3 clusters Score -4706188 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 45338 members 
Entering Unmasked Estep 
Score: -4706912.500000 Penalty: 5458.477539
	Iteration 15Q: 3 clusters Score -4706912 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 46457 members 
Entering Unmasked Estep 
Score: -4707591.500000 Penalty: 5458.477539
	Iteration 16Q: 3 clusters Score -4707592 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 47565 members 
Entering Unmasked Estep 
Score: -4708275.000000 Penalty: 5458.477539
	Iteration 17Q: 3 clusters Score -4708275 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 48557 members 
Entering Unmasked Estep 
Score: -4708930.500000 Penalty: 5458.477539
	Iteration 18Q: 3 clusters Score -4708930 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 49488 members 
Entering Unmasked Estep 
Score: -4709588.000000 Penalty: 5458.477539
	Iteration 19Q: 3 clusters Score -4709588 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 50336 members 
Entering Unmasked Estep 
Score: -4710159.500000 Penalty: 5458.477539
	Iteration 20F: 3 clusters Score -4710160 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 51089 members 
Entering Unmasked Estep 
Score: -4710689.500000 Penalty: 5458.477539
	Iteration 21Q: 3 clusters Score -4710690 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 51754 members 
Entering Unmasked Estep 
Score: -4711118.500000 Penalty: 5458.477539
	Iteration 22Q: 3 clusters Score -4711118 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 52290 members 
Entering Unmasked Estep 
Score: -4711410.000000 Penalty: 5458.477539
	Iteration 23Q: 3 clusters Score -4711410 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 52731 members 
Entering Unmasked Estep 
Score: -4711606.500000 Penalty: 5458.477539
	Iteration 24Q: 3 clusters Score -4711606 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 53130 members 
Entering Unmasked Estep 
Score: -4711795.500000 Penalty: 5458.477539
	Iteration 25Q: 3 clusters Score -4711796 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 53483 members 
Entering Unmasked Estep 
Score: -4711889.500000 Penalty: 5458.477539
	Iteration 26Q: 3 clusters Score -4711890 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 53750 members 
Entering Unmasked Estep 
Score: -4711980.500000 Penalty: 5458.477539
	Iteration 27Q: 3 clusters Score -4711980 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 53996 members 
Entering Unmasked Estep 
Score: -4712056.000000 Penalty: 5458.477539
	Iteration 28Q: 3 clusters Score -4712056 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 54227 members 
Entering Unmasked Estep 
Score: -4712109.000000 Penalty: 5458.477539
	Iteration 29Q: 3 clusters Score -4712109 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 54444 members 
Entering Unmasked Estep 
Score: -4712186.500000 Penalty: 5458.477539
	Iteration 30Q: 3 clusters Score -4712186 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 54623 members 
Entering Unmasked Estep 
Score: -4712247.000000 Penalty: 5458.477539
	Iteration 31Q: 3 clusters Score -4712247 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 54778 members 
Entering Unmasked Estep 
Score: -4712263.000000 Penalty: 5458.477539
	Iteration 32Q: 3 clusters Score -4712263 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 54913 members 
Entering Unmasked Estep 
Score: -4712283.000000 Penalty: 5458.477539
	Iteration 33Q: 3 clusters Score -4712283 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 55053 members 
Entering Unmasked Estep 
Score: -4712323.500000 Penalty: 5458.477539
	Iteration 34Q: 3 clusters Score -4712324 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 55210 members 
Entering Unmasked Estep 
Score: -4712356.500000 Penalty: 5458.477539
	Iteration 35Q: 3 clusters Score -4712356 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 55324 members 
Entering Unmasked Estep 
Score: -4712381.500000 Penalty: 5458.477539
	Iteration 36Q: 3 clusters Score -4712382 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 55425 members 
Entering Unmasked Estep 
Score: -4712406.500000 Penalty: 5458.477539
	Iteration 37Q: 3 clusters Score -4712406 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 55511 members 
Entering Unmasked Estep 
Score: -4712420.500000 Penalty: 5458.477539
	Iteration 38Q: 3 clusters Score -4712420 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 55591 members 
Entering Unmasked Estep 
Score: -4712422.000000 Penalty: 5458.477539
	Iteration 39Q: 3 clusters Score -4712422 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 55663 members 
Entering Unmasked Estep 
Score: -4712429.500000 Penalty: 5458.477539
	Iteration 40F: 3 clusters Score -4712430 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 55736 members 
Entering Unmasked Estep 
Score: -4712445.000000 Penalty: 5458.477539
	Iteration 41Q: 3 clusters Score -4712445 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 55808 members 
Entering Unmasked Estep 
Score: -4712459.000000 Penalty: 5458.477539
	Iteration 42Q: 3 clusters Score -4712459 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 55864 members 
Entering Unmasked Estep 
Score: -4712476.500000 Penalty: 5458.477539
	Iteration 43Q: 3 clusters Score -4712476 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 55922 members 
Entering Unmasked Estep 
Score: -4712488.500000 Penalty: 5458.477539
	Iteration 44Q: 3 clusters Score -4712488 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 55980 members 
Entering Unmasked Estep 
Score: -4712478.000000 Penalty: 5458.477539
	Iteration 45Q: 3 clusters Score -4712478 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 56036 members 
Entering Unmasked Estep 
Score: -4712493.500000 Penalty: 5458.477539
	Iteration 46Q: 3 clusters Score -4712494 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 56101 members 
Entering Unmasked Estep 
Score: -4712504.500000 Penalty: 5458.477539
	Iteration 47Q: 3 clusters Score -4712504 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 56148 members 
Entering Unmasked Estep 
Score: -4712513.500000 Penalty: 5458.477539
	Iteration 48Q: 3 clusters Score -4712514 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 56201 members 
Entering Unmasked Estep 
Score: -4712523.000000 Penalty: 5458.477539
	Iteration 49Q: 3 clusters Score -4712523 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 56254 members 
Entering Unmasked Estep 
Score: -4712525.500000 Penalty: 5458.477539
	Iteration 50Q: 3 clusters Score -4712526 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 56305 members 
Entering Unmasked Estep 
Score: -4712548.000000 Penalty: 5458.477539
	Iteration 51Q: 3 clusters Score -4712548 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 56355 members 
Entering Unmasked Estep 
Score: -4712550.000000 Penalty: 5458.477539
	Iteration 52Q: 3 clusters Score -4712550 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 56397 members 
Entering Unmasked Estep 
Score: -4712563.000000 Penalty: 5458.477539
	Iteration 53Q: 3 clusters Score -4712563 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 56436 members 
Entering Unmasked Estep 
Score: -4712560.000000 Penalty: 5458.477539
	Iteration 54Q: 3 clusters Score -4712560 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 56475 members 
Entering Unmasked Estep 
Score: -4712578.500000 Penalty: 5458.477539
	Iteration 55Q: 3 clusters Score -4712578 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 56509 members 
Entering Unmasked Estep 
Score: -4712584.000000 Penalty: 5458.477539
	Iteration 56Q: 3 clusters Score -4712584 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 56543 members 
Entering Unmasked Estep 
Score: -4712589.000000 Penalty: 5458.477539
	Iteration 57Q: 3 clusters Score -4712589 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 56580 members 
Entering Unmasked Estep 
Score: -4712594.500000 Penalty: 5458.477539
	Iteration 58Q: 3 clusters Score -4712594 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 56628 members 
Entering Unmasked Estep 
Score: -4712601.500000 Penalty: 5458.477539
	Iteration 59Q: 3 clusters Score -4712602 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 56681 members 
Entering Unmasked Estep 
Score: -4712622.000000 Penalty: 5458.477539
	Iteration 60F: 3 clusters Score -4712622 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 56747 members 
Entering Unmasked Estep 
Score: -4712655.000000 Penalty: 5458.477539
	Iteration 61Q: 3 clusters Score -4712655 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 56798 members 
Entering Unmasked Estep 
Score: -4712665.500000 Penalty: 5458.477539
	Iteration 62Q: 3 clusters Score -4712666 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 56842 members 
Entering Unmasked Estep 
Score: -4712663.500000 Penalty: 5458.477539
	Iteration 63Q: 3 clusters Score -4712664 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 56883 members 
Entering Unmasked Estep 
Score: -4712675.500000 Penalty: 5458.477539
	Iteration 64Q: 3 clusters Score -4712676 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 56928 members 
Entering Unmasked Estep 
Score: -4712686.500000 Penalty: 5458.477539
	Iteration 65Q: 3 clusters Score -4712686 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 56979 members 
Entering Unmasked Estep 
Score: -4712693.000000 Penalty: 5458.477539
	Iteration 66Q: 3 clusters Score -4712693 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 57021 members 
Entering Unmasked Estep 
Score: -4712715.000000 Penalty: 5458.477539
	Iteration 67Q: 3 clusters Score -4712715 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 57066 members 
Entering Unmasked Estep 
Score: -4712714.500000 Penalty: 5458.477539
	Iteration 68Q: 3 clusters Score -4712714 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 57112 members 
Entering Unmasked Estep 
Score: -4712735.500000 Penalty: 5458.477539
	Iteration 69Q: 3 clusters Score -4712736 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 57158 members 
Entering Unmasked Estep 
Score: -4712752.500000 Penalty: 5458.477539
	Iteration 70Q: 3 clusters Score -4712752 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 57202 members 
Entering Unmasked Estep 
Score: -4712749.000000 Penalty: 5458.477539
	Iteration 71Q: 3 clusters Score -4712749 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 57242 members 
Entering Unmasked Estep 
Score: -4712764.000000 Penalty: 5458.477539
	Iteration 72Q: 3 clusters Score -4712764 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 57276 members 
Entering Unmasked Estep 
Score: -4712781.500000 Penalty: 5458.477539
	Iteration 73Q: 3 clusters Score -4712782 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 57312 members 
Entering Unmasked Estep 
Score: -4712779.000000 Penalty: 5458.477539
	Iteration 74Q: 3 clusters Score -4712779 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 57347 members 
Entering Unmasked Estep 
Score: -4712780.500000 Penalty: 5458.477539
	Iteration 75Q: 3 clusters Score -4712780 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 57380 members 
Entering Unmasked Estep 
Score: -4712786.500000 Penalty: 5458.477539
	Iteration 76Q: 3 clusters Score -4712786 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 57403 members 
Entering Unmasked Estep 
Score: -4712800.000000 Penalty: 5458.477539
	Iteration 77Q: 3 clusters Score -4712800 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 57425 members 
Entering Unmasked Estep 
Score: -4712810.000000 Penalty: 5458.477539
	Iteration 78Q: 3 clusters Score -4712810 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 57451 members 
Entering Unmasked Estep 
Score: -4712808.000000 Penalty: 5458.477539
	Iteration 79Q: 3 clusters Score -4712808 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 57473 members 
Entering Unmasked Estep 
Score: -4712804.500000 Penalty: 5458.477539
	Iteration 80F: 3 clusters Score -4712804 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 57496 members 
Entering Unmasked Estep 
Score: -4712811.000000 Penalty: 5458.477539
	Iteration 81Q: 3 clusters Score -4712811 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 57517 members 
Entering Unmasked Estep 
Score: -4712817.500000 Penalty: 5458.477539
	Iteration 82Q: 3 clusters Score -4712818 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 57534 members 
Entering Unmasked Estep 
Score: -4712812.000000 Penalty: 5458.477539
	Iteration 83Q: 3 clusters Score -4712812 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 57555 members 
Entering Unmasked Estep 
Score: -4712829.000000 Penalty: 5458.477539
	Iteration 84Q: 3 clusters Score -4712829 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 57581 members 
Entering Unmasked Estep 
Score: -4712834.000000 Penalty: 5458.477539
	Iteration 85Q: 3 clusters Score -4712834 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 57595 members 
Entering Unmasked Estep 
Score: -4712837.500000 Penalty: 5458.477539
	Iteration 86Q: 3 clusters Score -4712838 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 57608 members 
Entering Unmasked Estep 
Score: -4712844.000000 Penalty: 5458.477539
	Iteration 87Q: 3 clusters Score -4712844 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 57625 members 
Entering Unmasked Estep 
Score: -4712850.000000 Penalty: 5458.477539
	Iteration 88Q: 3 clusters Score -4712850 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 57644 members 
Entering Unmasked Estep 
Score: -4712854.500000 Penalty: 5458.477539
	Iteration 89Q: 3 clusters Score -4712854 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 57659 members 
Entering Unmasked Estep 
Score: -4712852.000000 Penalty: 5458.477539
	Iteration 90Q: 3 clusters Score -4712852 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 57669 members 
Entering Unmasked Estep 
Score: -4712851.500000 Penalty: 5458.477539
	Iteration 91Q: 3 clusters Score -4712852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 57670 members 
Entering Unmasked Estep 
Score: -4712850.500000 Penalty: 5458.477539
	Iteration 92Q: 3 clusters Score -4712850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 57672 members 
Entering Unmasked Estep 
Score: -4712848.500000 Penalty: 5458.477539
	Iteration 93Q: 3 clusters Score -4712848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 57672 members 
Entering Unmasked Estep 
Score: -4712851.000000 Penalty: 5458.477539
	Iteration 94Q: 3 clusters Score -4712851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 57674 members 
Entering Unmasked Estep 
Score: -4712854.500000 Penalty: 5458.477539
	Iteration 95Q: 3 clusters Score -4712854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 57677 members 
Entering Unmasked Estep 
Score: -4712854.500000 Penalty: 5458.477539
	Iteration 96Q: 3 clusters Score -4712854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 57685 members 
Entering Unmasked Estep 
Score: -4712861.500000 Penalty: 5458.477539
	Iteration 97Q: 3 clusters Score -4712862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 57689 members 
Entering Unmasked Estep 
Score: -4712858.000000 Penalty: 5458.477539
	Iteration 98Q: 3 clusters Score -4712858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 57693 members 
Entering Unmasked Estep 
Score: -4712861.000000 Penalty: 5458.477539
	Iteration 99Q: 3 clusters Score -4712861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 57694 members 
Entering Unmasked Estep 
Score: -4712862.000000 Penalty: 5458.477539
	Iteration 100F: 3 clusters Score -4712862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 57695 members 
Entering Unmasked Estep 
Score: -4712860.500000 Penalty: 5458.477539
	Iteration 101Q: 3 clusters Score -4712860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 57698 members 
Entering Unmasked Estep 
Score: -4712858.000000 Penalty: 5458.477539
	Iteration 102Q: 3 clusters Score -4712858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 57705 members 
Entering Unmasked Estep 
Score: -4712860.500000 Penalty: 5458.477539
	Iteration 103Q: 3 clusters Score -4712860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 57710 members 
Entering Unmasked Estep 
Score: -4712862.000000 Penalty: 5458.477539
	Iteration 104Q: 3 clusters Score -4712862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 57713 members 
Entering Unmasked Estep 
Score: -4712869.500000 Penalty: 5458.477539
	Iteration 105Q: 3 clusters Score -4712870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 57715 members 
Entering Unmasked Estep 
Score: -4712869.000000 Penalty: 5458.477539
	Iteration 106Q: 3 clusters Score -4712869 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 57717 members 
Entering Unmasked Estep 
Score: -4712872.000000 Penalty: 5458.477539
	Iteration 107Q: 3 clusters Score -4712872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 57720 members 
Entering Unmasked Estep 
Score: -4712866.000000 Penalty: 5458.477539
	Iteration 108Q: 3 clusters Score -4712866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 57720 members 
Entering Unmasked Estep 
Score: -4712866.000000 Penalty: 5458.477539
	Iteration 109F: 3 clusters Score -4712866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (70280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70280 members 
Entering Unmasked Estep 
Score: -5677682.500000 Penalty: 2767.739990
	Iteration 0F: 2 clusters Score -5677682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34977 members 
Mstep: Class 2 contains 35303 members 
Entering Unmasked Estep 
Score: -5630770.000000 Penalty: 5535.479980
	Iteration 0F: 3 clusters Score -5630770 nChanged 32897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32974 members 
Mstep: Class 2 contains 37306 members 
Entering Unmasked Estep 
Score: -5649391.000000 Penalty: 5535.479980
	Iteration 1F: 3 clusters Score -5649391 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31566 members 
Mstep: Class 2 contains 38714 members 
Entering Unmasked Estep 
Score: -5650590.500000 Penalty: 5535.479980
	Iteration 2Q: 3 clusters Score -5650590 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29448 members 
Mstep: Class 2 contains 40832 members 
Entering Unmasked Estep 
Score: -5652474.000000 Penalty: 5535.479980
	Iteration 3F: 3 clusters Score -5652474 nChanged 4650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26418 members 
Mstep: Class 2 contains 43862 members 
Entering Unmasked Estep 
Score: -5655681.500000 Penalty: 5535.479980
	Iteration 4F: 3 clusters Score -5655682 nChanged 5650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22534 members 
Mstep: Class 2 contains 47746 members 
Entering Unmasked Estep 
Score: -5660100.500000 Penalty: 5535.479980
	Iteration 5F: 3 clusters Score -5660100 nChanged 5747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18373 members 
Mstep: Class 2 contains 51907 members 
Entering Unmasked Estep 
Score: -5664924.000000 Penalty: 5535.479980
	Iteration 6F: 3 clusters Score -5664924 nChanged 4878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 55601 members 
Entering Unmasked Estep 
Score: -5668813.000000 Penalty: 5535.479980
	Iteration 7F: 3 clusters Score -5668813 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 58300 members 
Entering Unmasked Estep 
Score: -5671178.000000 Penalty: 5535.479980
	Iteration 8Q: 3 clusters Score -5671178 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 60183 members 
Entering Unmasked Estep 
Score: -5672461.000000 Penalty: 5535.479980
	Iteration 9Q: 3 clusters Score -5672461 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 61658 members 
Entering Unmasked Estep 
Score: -5673249.500000 Penalty: 5535.479980
	Iteration 10Q: 3 clusters Score -5673250 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 62803 members 
Entering Unmasked Estep 
Score: -5673768.500000 Penalty: 5535.479980
	Iteration 11Q: 3 clusters Score -5673768 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 63718 members 
Entering Unmasked Estep 
Score: -5674193.500000 Penalty: 5535.479980
	Iteration 12Q: 3 clusters Score -5674194 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 64455 members 
Entering Unmasked Estep 
Score: -5674504.000000 Penalty: 5535.479980
	Iteration 13Q: 3 clusters Score -5674504 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 65105 members 
Entering Unmasked Estep 
Score: -5674767.000000 Penalty: 5535.479980
	Iteration 14Q: 3 clusters Score -5674767 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 65647 members 
Entering Unmasked Estep 
Score: -5674935.500000 Penalty: 5535.479980
	Iteration 15Q: 3 clusters Score -5674936 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 66080 members 
Entering Unmasked Estep 
Score: -5675090.000000 Penalty: 5535.479980
	Iteration 16Q: 3 clusters Score -5675090 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 66417 members 
Entering Unmasked Estep 
Score: -5675204.500000 Penalty: 5535.479980
	Iteration 17Q: 3 clusters Score -5675204 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 66689 members 
Entering Unmasked Estep 
Score: -5675302.500000 Penalty: 5535.479980
	Iteration 18Q: 3 clusters Score -5675302 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 66920 members 
Entering Unmasked Estep 
Score: -5675391.000000 Penalty: 5535.479980
	Iteration 19Q: 3 clusters Score -5675391 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 67113 members 
Entering Unmasked Estep 
Score: -5675462.500000 Penalty: 5535.479980
	Iteration 20F: 3 clusters Score -5675462 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 67290 members 
Entering Unmasked Estep 
Score: -5675535.500000 Penalty: 5535.479980
	Iteration 21Q: 3 clusters Score -5675536 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 67457 members 
Entering Unmasked Estep 
Score: -5675599.000000 Penalty: 5535.479980
	Iteration 22Q: 3 clusters Score -5675599 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 67596 members 
Entering Unmasked Estep 
Score: -5675642.500000 Penalty: 5535.479980
	Iteration 23Q: 3 clusters Score -5675642 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 67701 members 
Entering Unmasked Estep 
Score: -5675684.000000 Penalty: 5535.479980
	Iteration 24Q: 3 clusters Score -5675684 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 67777 members 
Entering Unmasked Estep 
Score: -5675712.500000 Penalty: 5535.479980
	Iteration 25Q: 3 clusters Score -5675712 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 67833 members 
Entering Unmasked Estep 
Score: -5675711.000000 Penalty: 5535.479980
	Iteration 26Q: 3 clusters Score -5675711 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 67873 members 
Entering Unmasked Estep 
Score: -5675732.500000 Penalty: 5535.479980
	Iteration 27Q: 3 clusters Score -5675732 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 67912 members 
Entering Unmasked Estep 
Score: -5675730.000000 Penalty: 5535.479980
	Iteration 28Q: 3 clusters Score -5675730 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 67964 members 
Entering Unmasked Estep 
Score: -5675764.500000 Penalty: 5535.479980
	Iteration 29Q: 3 clusters Score -5675764 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 68006 members 
Entering Unmasked Estep 
Score: -5675776.500000 Penalty: 5535.479980
	Iteration 30Q: 3 clusters Score -5675776 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 68047 members 
Entering Unmasked Estep 
Score: -5675797.500000 Penalty: 5535.479980
	Iteration 31Q: 3 clusters Score -5675798 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 68077 members 
Entering Unmasked Estep 
Score: -5675817.000000 Penalty: 5535.479980
	Iteration 32Q: 3 clusters Score -5675817 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 68108 members 
Entering Unmasked Estep 
Score: -5675838.500000 Penalty: 5535.479980
	Iteration 33Q: 3 clusters Score -5675838 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 68129 members 
Entering Unmasked Estep 
Score: -5675829.500000 Penalty: 5535.479980
	Iteration 34Q: 3 clusters Score -5675830 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 68149 members 
Entering Unmasked Estep 
Score: -5675838.000000 Penalty: 5535.479980
	Iteration 35Q: 3 clusters Score -5675838 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 68166 members 
Entering Unmasked Estep 
Score: -5675825.000000 Penalty: 5535.479980
	Iteration 36Q: 3 clusters Score -5675825 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 68172 members 
Entering Unmasked Estep 
Score: -5675825.000000 Penalty: 5535.479980
	Iteration 37Q: 3 clusters Score -5675825 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 68179 members 
Entering Unmasked Estep 
Score: -5675829.000000 Penalty: 5535.479980
	Iteration 38Q: 3 clusters Score -5675829 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 68185 members 
Entering Unmasked Estep 
Score: -5675821.500000 Penalty: 5535.479980
	Iteration 39Q: 3 clusters Score -5675822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 68189 members 
Entering Unmasked Estep 
Score: -5675828.000000 Penalty: 5535.479980
	Iteration 40F: 3 clusters Score -5675828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 68195 members 
Entering Unmasked Estep 
Score: -5675838.000000 Penalty: 5535.479980
	Iteration 41Q: 3 clusters Score -5675838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 68200 members 
Entering Unmasked Estep 
Score: -5675836.000000 Penalty: 5535.479980
	Iteration 42Q: 3 clusters Score -5675836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 68200 members 
Entering Unmasked Estep 
Score: -5675836.000000 Penalty: 5535.479980
	Iteration 43F: 3 clusters Score -5675836 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Entering Unmasked Estep 
Score: -474560.500000 Penalty: 2159.947266
	Iteration 0F: 2 clusters Score -474560.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -469423.000000 Penalty: 4319.894531
	Iteration 0F: 3 clusters Score -469423 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -470805.437500 Penalty: 4319.894531
	Iteration 1F: 3 clusters Score -470805.4 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -471104.406250 Penalty: 4319.894531
	Iteration 2F: 3 clusters Score -471104.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -471335.812500 Penalty: 4319.894531
	Iteration 3F: 3 clusters Score -471335.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -471544.062500 Penalty: 4319.894531
	Iteration 4F: 3 clusters Score -471544.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -471720.781250 Penalty: 4319.894531
	Iteration 5Q: 3 clusters Score -471720.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -471865.375000 Penalty: 4319.894531
	Iteration 6Q: 3 clusters Score -471865.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -471979.812500 Penalty: 4319.894531
	Iteration 7Q: 3 clusters Score -471979.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -472096.812500 Penalty: 4319.894531
	Iteration 8Q: 3 clusters Score -472096.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -472207.156250 Penalty: 4319.894531
	Iteration 9Q: 3 clusters Score -472207.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -472303.718750 Penalty: 4319.894531
	Iteration 10Q: 3 clusters Score -472303.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -472377.468750 Penalty: 4319.894531
	Iteration 11Q: 3 clusters Score -472377.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -472432.937500 Penalty: 4319.894531
	Iteration 12Q: 3 clusters Score -472432.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -472487.937500 Penalty: 4319.894531
	Iteration 13Q: 3 clusters Score -472487.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -472539.781250 Penalty: 4319.894531
	Iteration 14Q: 3 clusters Score -472539.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -472582.906250 Penalty: 4319.894531
	Iteration 15Q: 3 clusters Score -472582.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -472605.656250 Penalty: 4319.894531
	Iteration 16Q: 3 clusters Score -472605.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -472626.937500 Penalty: 4319.894531
	Iteration 17Q: 3 clusters Score -472626.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -472640.906250 Penalty: 4319.894531
	Iteration 18Q: 3 clusters Score -472640.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -472655.750000 Penalty: 4319.894531
	Iteration 19Q: 3 clusters Score -472655.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -472669.468750 Penalty: 4319.894531
	Iteration 20F: 3 clusters Score -472669.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -472682.281250 Penalty: 4319.894531
	Iteration 21Q: 3 clusters Score -472682.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -472694.656250 Penalty: 4319.894531
	Iteration 22Q: 3 clusters Score -472694.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -472702.375000 Penalty: 4319.894531
	Iteration 23Q: 3 clusters Score -472702.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -472708.875000 Penalty: 4319.894531
	Iteration 24Q: 3 clusters Score -472708.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -472715.718750 Penalty: 4319.894531
	Iteration 25Q: 3 clusters Score -472715.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -472727.375000 Penalty: 4319.894531
	Iteration 26Q: 3 clusters Score -472727.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -472736.812500 Penalty: 4319.894531
	Iteration 27Q: 3 clusters Score -472736.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -472745.531250 Penalty: 4319.894531
	Iteration 28Q: 3 clusters Score -472745.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -472755.000000 Penalty: 4319.894531
	Iteration 29Q: 3 clusters Score -472755 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -472760.968750 Penalty: 4319.894531
	Iteration 30Q: 3 clusters Score -472761 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -472765.156250 Penalty: 4319.894531
	Iteration 31Q: 3 clusters Score -472765.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -472769.906250 Penalty: 4319.894531
	Iteration 32Q: 3 clusters Score -472769.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -472773.218750 Penalty: 4319.894531
	Iteration 33Q: 3 clusters Score -472773.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -472777.406250 Penalty: 4319.894531
	Iteration 34Q: 3 clusters Score -472777.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -472780.281250 Penalty: 4319.894531
	Iteration 35Q: 3 clusters Score -472780.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -472782.468750 Penalty: 4319.894531
	Iteration 36Q: 3 clusters Score -472782.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -472786.031250 Penalty: 4319.894531
	Iteration 37Q: 3 clusters Score -472786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -472788.406250 Penalty: 4319.894531
	Iteration 38Q: 3 clusters Score -472788.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -472789.375000 Penalty: 4319.894531
	Iteration 39Q: 3 clusters Score -472789.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -472791.437500 Penalty: 4319.894531
	Iteration 40F: 3 clusters Score -472791.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -472791.281250 Penalty: 4319.894531
	Iteration 41Q: 3 clusters Score -472791.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -472792.187500 Penalty: 4319.894531
	Iteration 42Q: 3 clusters Score -472792.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -472792.562500 Penalty: 4319.894531
	Iteration 43Q: 3 clusters Score -472792.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -472793.062500 Penalty: 4319.894531
	Iteration 44Q: 3 clusters Score -472793.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -472795.281250 Penalty: 4319.894531
	Iteration 45Q: 3 clusters Score -472795.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -472796.437500 Penalty: 4319.894531
	Iteration 46Q: 3 clusters Score -472796.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -472798.125000 Penalty: 4319.894531
	Iteration 47Q: 3 clusters Score -472798.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -472798.718750 Penalty: 4319.894531
	Iteration 48Q: 3 clusters Score -472798.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -472799.625000 Penalty: 4319.894531
	Iteration 49Q: 3 clusters Score -472799.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -472800.062500 Penalty: 4319.894531
	Iteration 50Q: 3 clusters Score -472800.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -472802.875000 Penalty: 4319.894531
	Iteration 51Q: 3 clusters Score -472802.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -472802.843750 Penalty: 4319.894531
	Iteration 52Q: 3 clusters Score -472802.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -472804.750000 Penalty: 4319.894531
	Iteration 53Q: 3 clusters Score -472804.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -472804.750000 Penalty: 4319.894531
	Iteration 54Q: 3 clusters Score -472804.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -472804.125000 Penalty: 4319.894531
	Iteration 55Q: 3 clusters Score -472804.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -472804.125000 Penalty: 4319.894531
	Iteration 56F: 3 clusters Score -472804.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Entering Unmasked Estep 
Score: -678649.187500 Penalty: 2254.118896
	Iteration 0F: 2 clusters Score -678649.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -671721.937500 Penalty: 4508.237793
	Iteration 0F: 3 clusters Score -671721.9 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -673641.375000 Penalty: 4508.237793
	Iteration 1F: 3 clusters Score -673641.4 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -673963.250000 Penalty: 4508.237793
	Iteration 2F: 3 clusters Score -673963.2 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -674253.312500 Penalty: 4508.237793
	Iteration 3F: 3 clusters Score -674253.3 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -674509.687500 Penalty: 4508.237793
	Iteration 4Q: 3 clusters Score -674509.7 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -674743.625000 Penalty: 4508.237793
	Iteration 5Q: 3 clusters Score -674743.6 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -674969.250000 Penalty: 4508.237793
	Iteration 6Q: 3 clusters Score -674969.2 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -675220.750000 Penalty: 4508.237793
	Iteration 7Q: 3 clusters Score -675220.8 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -675531.062500 Penalty: 4508.237793
	Iteration 8Q: 3 clusters Score -675531.1 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -675876.250000 Penalty: 4508.237793
	Iteration 9Q: 3 clusters Score -675876.2 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -676209.562500 Penalty: 4508.237793
	Iteration 10Q: 3 clusters Score -676209.6 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -676471.000000 Penalty: 4508.237793
	Iteration 11Q: 3 clusters Score -676471 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -676649.625000 Penalty: 4508.237793
	Iteration 12Q: 3 clusters Score -676649.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -676766.375000 Penalty: 4508.237793
	Iteration 13Q: 3 clusters Score -676766.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -676851.500000 Penalty: 4508.237793
	Iteration 14Q: 3 clusters Score -676851.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -676914.125000 Penalty: 4508.237793
	Iteration 15Q: 3 clusters Score -676914.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -676955.000000 Penalty: 4508.237793
	Iteration 16Q: 3 clusters Score -676955 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -676980.687500 Penalty: 4508.237793
	Iteration 17Q: 3 clusters Score -676980.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -677000.000000 Penalty: 4508.237793
	Iteration 18Q: 3 clusters Score -677000 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -677018.812500 Penalty: 4508.237793
	Iteration 19Q: 3 clusters Score -677018.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -677028.937500 Penalty: 4508.237793
	Iteration 20F: 3 clusters Score -677028.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -677042.062500 Penalty: 4508.237793
	Iteration 21Q: 3 clusters Score -677042.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -677071.812500 Penalty: 4508.237793
	Iteration 22Q: 3 clusters Score -677071.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -677101.187500 Penalty: 4508.237793
	Iteration 23Q: 3 clusters Score -677101.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -677144.562500 Penalty: 4508.237793
	Iteration 24Q: 3 clusters Score -677144.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -677198.500000 Penalty: 4508.237793
	Iteration 25Q: 3 clusters Score -677198.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -677274.750000 Penalty: 4508.237793
	Iteration 26Q: 3 clusters Score -677274.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -677351.937500 Penalty: 4508.237793
	Iteration 27Q: 3 clusters Score -677351.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -677448.437500 Penalty: 4508.237793
	Iteration 28Q: 3 clusters Score -677448.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -677557.312500 Penalty: 4508.237793
	Iteration 29Q: 3 clusters Score -677557.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -677707.187500 Penalty: 4508.237793
	Iteration 30Q: 3 clusters Score -677707.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -677827.687500 Penalty: 4508.237793
	Iteration 31Q: 3 clusters Score -677827.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -677904.375000 Penalty: 4508.237793
	Iteration 32Q: 3 clusters Score -677904.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -677944.062500 Penalty: 4508.237793
	Iteration 33Q: 3 clusters Score -677944.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -677960.000000 Penalty: 4508.237793
	Iteration 34Q: 3 clusters Score -677960 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -677969.250000 Penalty: 4508.237793
	Iteration 35Q: 3 clusters Score -677969.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -677972.500000 Penalty: 4508.237793
	Iteration 36Q: 3 clusters Score -677972.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -677975.375000 Penalty: 4508.237793
	Iteration 37Q: 3 clusters Score -677975.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -677979.562500 Penalty: 4508.237793
	Iteration 38Q: 3 clusters Score -677979.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -677980.625000 Penalty: 4508.237793
	Iteration 39Q: 3 clusters Score -677980.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -677980.875000 Penalty: 4508.237793
	Iteration 40F: 3 clusters Score -677980.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -677984.187500 Penalty: 4508.237793
	Iteration 41Q: 3 clusters Score -677984.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -677985.437500 Penalty: 4508.237793
	Iteration 42Q: 3 clusters Score -677985.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -677986.500000 Penalty: 4508.237793
	Iteration 43Q: 3 clusters Score -677986.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -677986.312500 Penalty: 4508.237793
	Iteration 44Q: 3 clusters Score -677986.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -677985.937500 Penalty: 4508.237793
	Iteration 45Q: 3 clusters Score -677985.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -677987.437500 Penalty: 4508.237793
	Iteration 46Q: 3 clusters Score -677987.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -677987.500000 Penalty: 4508.237793
	Iteration 47Q: 3 clusters Score -677987.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -677987.500000 Penalty: 4508.237793
	Iteration 48F: 3 clusters Score -677987.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Entering Unmasked Estep 
Score: -1058229.375000 Penalty: 2372.468506
	Iteration 0F: 2 clusters Score -1058229 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1047926.875000 Penalty: 4744.937012
	Iteration 0F: 3 clusters Score -1047927 nChanged 6034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1051230.125000 Penalty: 4744.937012
	Iteration 1F: 3 clusters Score -1051230 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1051765.500000 Penalty: 4744.937012
	Iteration 2F: 3 clusters Score -1051766 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1052249.250000 Penalty: 4744.937012
	Iteration 3F: 3 clusters Score -1052249 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1052705.625000 Penalty: 4744.937012
	Iteration 4F: 3 clusters Score -1052706 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1053131.750000 Penalty: 4744.937012
	Iteration 5Q: 3 clusters Score -1053132 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -1053508.500000 Penalty: 4744.937012
	Iteration 6Q: 3 clusters Score -1053508 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1053874.750000 Penalty: 4744.937012
	Iteration 7Q: 3 clusters Score -1053875 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1054227.625000 Penalty: 4744.937012
	Iteration 8Q: 3 clusters Score -1054228 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1054565.125000 Penalty: 4744.937012
	Iteration 9Q: 3 clusters Score -1054565 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1054852.500000 Penalty: 4744.937012
	Iteration 10Q: 3 clusters Score -1054852 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1055090.750000 Penalty: 4744.937012
	Iteration 11Q: 3 clusters Score -1055091 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1055284.000000 Penalty: 4744.937012
	Iteration 12Q: 3 clusters Score -1055284 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -1055407.375000 Penalty: 4744.937012
	Iteration 13Q: 3 clusters Score -1055407 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1055516.250000 Penalty: 4744.937012
	Iteration 14Q: 3 clusters Score -1055516 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1055609.375000 Penalty: 4744.937012
	Iteration 15Q: 3 clusters Score -1055609 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1055697.000000 Penalty: 4744.937012
	Iteration 16Q: 3 clusters Score -1055697 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -1055771.625000 Penalty: 4744.937012
	Iteration 17Q: 3 clusters Score -1055772 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1055842.750000 Penalty: 4744.937012
	Iteration 18Q: 3 clusters Score -1055843 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -1055909.500000 Penalty: 4744.937012
	Iteration 19Q: 3 clusters Score -1055910 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1055954.375000 Penalty: 4744.937012
	Iteration 20F: 3 clusters Score -1055954 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1055989.250000 Penalty: 4744.937012
	Iteration 21Q: 3 clusters Score -1055989 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -1056020.375000 Penalty: 4744.937012
	Iteration 22Q: 3 clusters Score -1056020 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1056046.500000 Penalty: 4744.937012
	Iteration 23Q: 3 clusters Score -1056046 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -1056072.125000 Penalty: 4744.937012
	Iteration 24Q: 3 clusters Score -1056072 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -1056094.000000 Penalty: 4744.937012
	Iteration 25Q: 3 clusters Score -1056094 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -1056118.750000 Penalty: 4744.937012
	Iteration 26Q: 3 clusters Score -1056119 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -1056141.250000 Penalty: 4744.937012
	Iteration 27Q: 3 clusters Score -1056141 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -1056160.625000 Penalty: 4744.937012
	Iteration 28Q: 3 clusters Score -1056161 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -1056172.875000 Penalty: 4744.937012
	Iteration 29Q: 3 clusters Score -1056173 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -1056192.125000 Penalty: 4744.937012
	Iteration 30Q: 3 clusters Score -1056192 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -1056205.250000 Penalty: 4744.937012
	Iteration 31Q: 3 clusters Score -1056205 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -1056218.750000 Penalty: 4744.937012
	Iteration 32Q: 3 clusters Score -1056219 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -1056235.625000 Penalty: 4744.937012
	Iteration 33Q: 3 clusters Score -1056236 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -1056260.375000 Penalty: 4744.937012
	Iteration 34Q: 3 clusters Score -1056260 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -1056278.750000 Penalty: 4744.937012
	Iteration 35Q: 3 clusters Score -1056279 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -1056308.375000 Penalty: 4744.937012
	Iteration 36Q: 3 clusters Score -1056308 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -1056333.875000 Penalty: 4744.937012
	Iteration 37Q: 3 clusters Score -1056334 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -1056354.000000 Penalty: 4744.937012
	Iteration 38Q: 3 clusters Score -1056354 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -1056375.875000 Penalty: 4744.937012
	Iteration 39Q: 3 clusters Score -1056376 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -1056404.125000 Penalty: 4744.937012
	Iteration 40F: 3 clusters Score -1056404 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -1056431.875000 Penalty: 4744.937012
	Iteration 41Q: 3 clusters Score -1056432 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -1056456.625000 Penalty: 4744.937012
	Iteration 42Q: 3 clusters Score -1056457 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -1056487.500000 Penalty: 4744.937012
	Iteration 43Q: 3 clusters Score -1056488 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -1056514.875000 Penalty: 4744.937012
	Iteration 44Q: 3 clusters Score -1056515 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -1056534.875000 Penalty: 4744.937012
	Iteration 45Q: 3 clusters Score -1056535 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1056554.875000 Penalty: 4744.937012
	Iteration 46Q: 3 clusters Score -1056555 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -1056570.125000 Penalty: 4744.937012
	Iteration 47Q: 3 clusters Score -1056570 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -1056583.250000 Penalty: 4744.937012
	Iteration 48Q: 3 clusters Score -1056583 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -1056590.250000 Penalty: 4744.937012
	Iteration 49Q: 3 clusters Score -1056590 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -1056591.875000 Penalty: 4744.937012
	Iteration 50Q: 3 clusters Score -1056592 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1056596.375000 Penalty: 4744.937012
	Iteration 51Q: 3 clusters Score -1056596 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -1056596.500000 Penalty: 4744.937012
	Iteration 52Q: 3 clusters Score -1056596 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -1056601.375000 Penalty: 4744.937012
	Iteration 53Q: 3 clusters Score -1056601 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1056599.000000 Penalty: 4744.937012
	Iteration 54Q: 3 clusters Score -1056599 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -1056600.375000 Penalty: 4744.937012
	Iteration 55Q: 3 clusters Score -1056600 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -1056601.125000 Penalty: 4744.937012
	Iteration 56Q: 3 clusters Score -1056601 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -1056598.500000 Penalty: 4744.937012
	Iteration 57Q: 3 clusters Score -1056598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -1056599.000000 Penalty: 4744.937012
	Iteration 58Q: 3 clusters Score -1056599 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -1056600.750000 Penalty: 4744.937012
	Iteration 59Q: 3 clusters Score -1056601 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -1056604.750000 Penalty: 4744.937012
	Iteration 60F: 3 clusters Score -1056605 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -1056607.500000 Penalty: 4744.937012
	Iteration 61Q: 3 clusters Score -1056608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -1056608.375000 Penalty: 4744.937012
	Iteration 62Q: 3 clusters Score -1056608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -1056609.500000 Penalty: 4744.937012
	Iteration 63Q: 3 clusters Score -1056610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -1056610.500000 Penalty: 4744.937012
	Iteration 64Q: 3 clusters Score -1056610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -1056610.750000 Penalty: 4744.937012
	Iteration 65Q: 3 clusters Score -1056611 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -1056613.250000 Penalty: 4744.937012
	Iteration 66Q: 3 clusters Score -1056613 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1056612.625000 Penalty: 4744.937012
	Iteration 67Q: 3 clusters Score -1056613 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -1056611.125000 Penalty: 4744.937012
	Iteration 68Q: 3 clusters Score -1056611 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -1056611.125000 Penalty: 4744.937012
	Iteration 69Q: 3 clusters Score -1056611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -1056611.250000 Penalty: 4744.937012
	Iteration 70Q: 3 clusters Score -1056611 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -1056615.000000 Penalty: 4744.937012
	Iteration 71Q: 3 clusters Score -1056615 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -1056614.250000 Penalty: 4744.937012
	Iteration 72Q: 3 clusters Score -1056614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -1056614.000000 Penalty: 4744.937012
	Iteration 73Q: 3 clusters Score -1056614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -1056615.875000 Penalty: 4744.937012
	Iteration 74Q: 3 clusters Score -1056616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -1056614.625000 Penalty: 4744.937012
	Iteration 75Q: 3 clusters Score -1056615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -1056613.750000 Penalty: 4744.937012
	Iteration 76Q: 3 clusters Score -1056614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -1056614.250000 Penalty: 4744.937012
	Iteration 77Q: 3 clusters Score -1056614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -1056616.375000 Penalty: 4744.937012
	Iteration 78Q: 3 clusters Score -1056616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1056615.500000 Penalty: 4744.937012
	Iteration 79Q: 3 clusters Score -1056616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1056616.750000 Penalty: 4744.937012
	Iteration 80F: 3 clusters Score -1056617 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -1056616.500000 Penalty: 4744.937012
	Iteration 81Q: 3 clusters Score -1056616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -1056614.875000 Penalty: 4744.937012
	Iteration 82Q: 3 clusters Score -1056615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -1056615.875000 Penalty: 4744.937012
	Iteration 83Q: 3 clusters Score -1056616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -1056616.625000 Penalty: 4744.937012
	Iteration 84Q: 3 clusters Score -1056617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -1056617.625000 Penalty: 4744.937012
	Iteration 85Q: 3 clusters Score -1056618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -1056616.750000 Penalty: 4744.937012
	Iteration 86Q: 3 clusters Score -1056617 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -1056616.750000 Penalty: 4744.937012
	Iteration 87F: 3 clusters Score -1056617 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Entering Unmasked Estep 
Score: -359197.562500 Penalty: 2101.674561
	Iteration 0F: 2 clusters Score -359197.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -354780.812500 Penalty: 4203.349121
	Iteration 0F: 3 clusters Score -354780.8 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -355858.781250 Penalty: 4203.349121
	Iteration 1F: 3 clusters Score -355858.8 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -356066.031250 Penalty: 4203.349121
	Iteration 2F: 3 clusters Score -356066 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -356201.343750 Penalty: 4203.349121
	Iteration 3Q: 3 clusters Score -356201.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -356308.062500 Penalty: 4203.349121
	Iteration 4Q: 3 clusters Score -356308.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -356404.468750 Penalty: 4203.349121
	Iteration 5Q: 3 clusters Score -356404.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -356497.375000 Penalty: 4203.349121
	Iteration 6Q: 3 clusters Score -356497.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -356578.125000 Penalty: 4203.349121
	Iteration 7Q: 3 clusters Score -356578.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -356643.031250 Penalty: 4203.349121
	Iteration 8Q: 3 clusters Score -356643 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -356713.468750 Penalty: 4203.349121
	Iteration 9Q: 3 clusters Score -356713.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -356768.093750 Penalty: 4203.349121
	Iteration 10Q: 3 clusters Score -356768.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -356832.062500 Penalty: 4203.349121
	Iteration 11Q: 3 clusters Score -356832.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -356884.968750 Penalty: 4203.349121
	Iteration 12Q: 3 clusters Score -356885 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -356928.375000 Penalty: 4203.349121
	Iteration 13Q: 3 clusters Score -356928.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -356976.093750 Penalty: 4203.349121
	Iteration 14Q: 3 clusters Score -356976.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -357022.156250 Penalty: 4203.349121
	Iteration 15Q: 3 clusters Score -357022.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -357057.343750 Penalty: 4203.349121
	Iteration 16Q: 3 clusters Score -357057.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -357083.656250 Penalty: 4203.349121
	Iteration 17Q: 3 clusters Score -357083.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -357116.375000 Penalty: 4203.349121
	Iteration 18Q: 3 clusters Score -357116.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -357143.906250 Penalty: 4203.349121
	Iteration 19Q: 3 clusters Score -357143.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -357173.250000 Penalty: 4203.349121
	Iteration 20F: 3 clusters Score -357173.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -357197.312500 Penalty: 4203.349121
	Iteration 21Q: 3 clusters Score -357197.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -357225.593750 Penalty: 4203.349121
	Iteration 22Q: 3 clusters Score -357225.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -357250.281250 Penalty: 4203.349121
	Iteration 23Q: 3 clusters Score -357250.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -357268.093750 Penalty: 4203.349121
	Iteration 24Q: 3 clusters Score -357268.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -357281.875000 Penalty: 4203.349121
	Iteration 25Q: 3 clusters Score -357281.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -357295.656250 Penalty: 4203.349121
	Iteration 26Q: 3 clusters Score -357295.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -357307.031250 Penalty: 4203.349121
	Iteration 27Q: 3 clusters Score -357307 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -357321.875000 Penalty: 4203.349121
	Iteration 28Q: 3 clusters Score -357321.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -357338.000000 Penalty: 4203.349121
	Iteration 29Q: 3 clusters Score -357338 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -357349.656250 Penalty: 4203.349121
	Iteration 30Q: 3 clusters Score -357349.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -357359.281250 Penalty: 4203.349121
	Iteration 31Q: 3 clusters Score -357359.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -357365.187500 Penalty: 4203.349121
	Iteration 32Q: 3 clusters Score -357365.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -357367.375000 Penalty: 4203.349121
	Iteration 33Q: 3 clusters Score -357367.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -357367.500000 Penalty: 4203.349121
	Iteration 34Q: 3 clusters Score -357367.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -357367.937500 Penalty: 4203.349121
	Iteration 35Q: 3 clusters Score -357367.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -357367.937500 Penalty: 4203.349121
	Iteration 36F: 3 clusters Score -357367.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Entering Unmasked Estep 
Score: -603523.125000 Penalty: 2223.466553
	Iteration 0F: 2 clusters Score -603523.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -597258.812500 Penalty: 4446.933105
	Iteration 0F: 3 clusters Score -597258.8 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -598933.062500 Penalty: 4446.933105
	Iteration 1F: 3 clusters Score -598933.1 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -599194.312500 Penalty: 4446.933105
	Iteration 2F: 3 clusters Score -599194.3 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -599398.375000 Penalty: 4446.933105
	Iteration 3Q: 3 clusters Score -599398.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -599571.875000 Penalty: 4446.933105
	Iteration 4Q: 3 clusters Score -599571.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -599726.125000 Penalty: 4446.933105
	Iteration 5Q: 3 clusters Score -599726.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -599845.500000 Penalty: 4446.933105
	Iteration 6Q: 3 clusters Score -599845.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -599949.687500 Penalty: 4446.933105
	Iteration 7Q: 3 clusters Score -599949.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -600044.437500 Penalty: 4446.933105
	Iteration 8Q: 3 clusters Score -600044.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -600119.187500 Penalty: 4446.933105
	Iteration 9Q: 3 clusters Score -600119.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -600182.000000 Penalty: 4446.933105
	Iteration 10Q: 3 clusters Score -600182 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -600238.500000 Penalty: 4446.933105
	Iteration 11Q: 3 clusters Score -600238.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -600293.625000 Penalty: 4446.933105
	Iteration 12Q: 3 clusters Score -600293.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -600350.000000 Penalty: 4446.933105
	Iteration 13Q: 3 clusters Score -600350 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -600397.875000 Penalty: 4446.933105
	Iteration 14Q: 3 clusters Score -600397.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -600449.062500 Penalty: 4446.933105
	Iteration 15Q: 3 clusters Score -600449.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -600499.625000 Penalty: 4446.933105
	Iteration 16Q: 3 clusters Score -600499.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -600545.062500 Penalty: 4446.933105
	Iteration 17Q: 3 clusters Score -600545.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -600585.937500 Penalty: 4446.933105
	Iteration 18Q: 3 clusters Score -600585.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -600643.000000 Penalty: 4446.933105
	Iteration 19Q: 3 clusters Score -600643 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -600714.687500 Penalty: 4446.933105
	Iteration 20F: 3 clusters Score -600714.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -600778.250000 Penalty: 4446.933105
	Iteration 21Q: 3 clusters Score -600778.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -600844.937500 Penalty: 4446.933105
	Iteration 22Q: 3 clusters Score -600844.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -600930.625000 Penalty: 4446.933105
	Iteration 23Q: 3 clusters Score -600930.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -601027.125000 Penalty: 4446.933105
	Iteration 24Q: 3 clusters Score -601027.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -601132.875000 Penalty: 4446.933105
	Iteration 25Q: 3 clusters Score -601132.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -601235.000000 Penalty: 4446.933105
	Iteration 26Q: 3 clusters Score -601235 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -601317.562500 Penalty: 4446.933105
	Iteration 27Q: 3 clusters Score -601317.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -601386.250000 Penalty: 4446.933105
	Iteration 28Q: 3 clusters Score -601386.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -601434.062500 Penalty: 4446.933105
	Iteration 29Q: 3 clusters Score -601434.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -601463.312500 Penalty: 4446.933105
	Iteration 30Q: 3 clusters Score -601463.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -601492.312500 Penalty: 4446.933105
	Iteration 31Q: 3 clusters Score -601492.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -601515.375000 Penalty: 4446.933105
	Iteration 32Q: 3 clusters Score -601515.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -601529.125000 Penalty: 4446.933105
	Iteration 33Q: 3 clusters Score -601529.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -601546.062500 Penalty: 4446.933105
	Iteration 34Q: 3 clusters Score -601546.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -601564.937500 Penalty: 4446.933105
	Iteration 35Q: 3 clusters Score -601564.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -601581.500000 Penalty: 4446.933105
	Iteration 36Q: 3 clusters Score -601581.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -601602.375000 Penalty: 4446.933105
	Iteration 37Q: 3 clusters Score -601602.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -601625.375000 Penalty: 4446.933105
	Iteration 38Q: 3 clusters Score -601625.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -601643.687500 Penalty: 4446.933105
	Iteration 39Q: 3 clusters Score -601643.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -601661.750000 Penalty: 4446.933105
	Iteration 40F: 3 clusters Score -601661.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -601672.562500 Penalty: 4446.933105
	Iteration 41Q: 3 clusters Score -601672.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -601683.312500 Penalty: 4446.933105
	Iteration 42Q: 3 clusters Score -601683.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -601698.750000 Penalty: 4446.933105
	Iteration 43Q: 3 clusters Score -601698.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -601713.687500 Penalty: 4446.933105
	Iteration 44Q: 3 clusters Score -601713.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -601732.687500 Penalty: 4446.933105
	Iteration 45Q: 3 clusters Score -601732.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -601745.687500 Penalty: 4446.933105
	Iteration 46Q: 3 clusters Score -601745.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -601756.125000 Penalty: 4446.933105
	Iteration 47Q: 3 clusters Score -601756.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -601764.437500 Penalty: 4446.933105
	Iteration 48Q: 3 clusters Score -601764.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -601771.937500 Penalty: 4446.933105
	Iteration 49Q: 3 clusters Score -601771.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -601781.312500 Penalty: 4446.933105
	Iteration 50Q: 3 clusters Score -601781.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -601788.187500 Penalty: 4446.933105
	Iteration 51Q: 3 clusters Score -601788.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -601793.000000 Penalty: 4446.933105
	Iteration 52Q: 3 clusters Score -601793 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -601797.062500 Penalty: 4446.933105
	Iteration 53Q: 3 clusters Score -601797.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -601799.812500 Penalty: 4446.933105
	Iteration 54Q: 3 clusters Score -601799.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -601804.125000 Penalty: 4446.933105
	Iteration 55Q: 3 clusters Score -601804.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -601806.500000 Penalty: 4446.933105
	Iteration 56Q: 3 clusters Score -601806.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -601808.875000 Penalty: 4446.933105
	Iteration 57Q: 3 clusters Score -601808.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -601810.187500 Penalty: 4446.933105
	Iteration 58Q: 3 clusters Score -601810.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -601810.250000 Penalty: 4446.933105
	Iteration 59Q: 3 clusters Score -601810.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -601810.875000 Penalty: 4446.933105
	Iteration 60F: 3 clusters Score -601810.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -601810.875000 Penalty: 4446.933105
	Iteration 61Q: 3 clusters Score -601810.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -601811.875000 Penalty: 4446.933105
	Iteration 62Q: 3 clusters Score -601811.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -601814.187500 Penalty: 4446.933105
	Iteration 63Q: 3 clusters Score -601814.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -601814.875000 Penalty: 4446.933105
	Iteration 64Q: 3 clusters Score -601814.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -601815.000000 Penalty: 4446.933105
	Iteration 65Q: 3 clusters Score -601815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -601817.250000 Penalty: 4446.933105
	Iteration 66Q: 3 clusters Score -601817.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -601818.250000 Penalty: 4446.933105
	Iteration 67Q: 3 clusters Score -601818.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -601819.312500 Penalty: 4446.933105
	Iteration 68Q: 3 clusters Score -601819.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -601824.062500 Penalty: 4446.933105
	Iteration 69Q: 3 clusters Score -601824.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -601828.500000 Penalty: 4446.933105
	Iteration 70Q: 3 clusters Score -601828.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -601831.250000 Penalty: 4446.933105
	Iteration 71Q: 3 clusters Score -601831.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -601833.437500 Penalty: 4446.933105
	Iteration 72Q: 3 clusters Score -601833.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -601837.562500 Penalty: 4446.933105
	Iteration 73Q: 3 clusters Score -601837.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -601839.625000 Penalty: 4446.933105
	Iteration 74Q: 3 clusters Score -601839.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -601844.062500 Penalty: 4446.933105
	Iteration 75Q: 3 clusters Score -601844.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -601849.750000 Penalty: 4446.933105
	Iteration 76Q: 3 clusters Score -601849.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -601857.125000 Penalty: 4446.933105
	Iteration 77Q: 3 clusters Score -601857.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -601863.062500 Penalty: 4446.933105
	Iteration 78Q: 3 clusters Score -601863.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -601866.437500 Penalty: 4446.933105
	Iteration 79Q: 3 clusters Score -601866.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -601866.500000 Penalty: 4446.933105
	Iteration 80F: 3 clusters Score -601866.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -601873.500000 Penalty: 4446.933105
	Iteration 81Q: 3 clusters Score -601873.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -601878.375000 Penalty: 4446.933105
	Iteration 82Q: 3 clusters Score -601878.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -601882.437500 Penalty: 4446.933105
	Iteration 83Q: 3 clusters Score -601882.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -601884.625000 Penalty: 4446.933105
	Iteration 84Q: 3 clusters Score -601884.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -601889.250000 Penalty: 4446.933105
	Iteration 85Q: 3 clusters Score -601889.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -601889.000000 Penalty: 4446.933105
	Iteration 86Q: 3 clusters Score -601889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -601890.750000 Penalty: 4446.933105
	Iteration 87Q: 3 clusters Score -601890.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -601890.500000 Penalty: 4446.933105
	Iteration 88Q: 3 clusters Score -601890.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -601891.875000 Penalty: 4446.933105
	Iteration 89Q: 3 clusters Score -601891.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -601892.437500 Penalty: 4446.933105
	Iteration 90Q: 3 clusters Score -601892.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -601894.125000 Penalty: 4446.933105
	Iteration 91Q: 3 clusters Score -601894.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -601894.125000 Penalty: 4446.933105
	Iteration 92F: 3 clusters Score -601894.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Entering Unmasked Estep 
Score: -488736.750000 Penalty: 2163.401855
	Iteration 0F: 2 clusters Score -488736.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -483570.500000 Penalty: 4326.803711
	Iteration 0F: 3 clusters Score -483570.5 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -484794.468750 Penalty: 4326.803711
	Iteration 1F: 3 clusters Score -484794.5 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -485045.906250 Penalty: 4326.803711
	Iteration 2F: 3 clusters Score -485045.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -485220.000000 Penalty: 4326.803711
	Iteration 3F: 3 clusters Score -485220 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -485339.906250 Penalty: 4326.803711
	Iteration 4Q: 3 clusters Score -485339.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -485448.218750 Penalty: 4326.803711
	Iteration 5Q: 3 clusters Score -485448.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -485535.968750 Penalty: 4326.803711
	Iteration 6Q: 3 clusters Score -485536 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -485614.281250 Penalty: 4326.803711
	Iteration 7Q: 3 clusters Score -485614.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -485706.406250 Penalty: 4326.803711
	Iteration 8Q: 3 clusters Score -485706.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -485815.656250 Penalty: 4326.803711
	Iteration 9Q: 3 clusters Score -485815.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -485927.875000 Penalty: 4326.803711
	Iteration 10Q: 3 clusters Score -485927.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -486045.781250 Penalty: 4326.803711
	Iteration 11Q: 3 clusters Score -486045.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -486176.062500 Penalty: 4326.803711
	Iteration 12Q: 3 clusters Score -486176.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -486320.687500 Penalty: 4326.803711
	Iteration 13Q: 3 clusters Score -486320.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -486448.906250 Penalty: 4326.803711
	Iteration 14Q: 3 clusters Score -486448.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -486578.218750 Penalty: 4326.803711
	Iteration 15Q: 3 clusters Score -486578.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -486675.593750 Penalty: 4326.803711
	Iteration 16Q: 3 clusters Score -486675.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -486747.000000 Penalty: 4326.803711
	Iteration 17Q: 3 clusters Score -486747 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -486808.718750 Penalty: 4326.803711
	Iteration 18Q: 3 clusters Score -486808.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -486849.656250 Penalty: 4326.803711
	Iteration 19Q: 3 clusters Score -486849.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -486871.062500 Penalty: 4326.803711
	Iteration 20F: 3 clusters Score -486871.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -486890.875000 Penalty: 4326.803711
	Iteration 21Q: 3 clusters Score -486890.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -486903.343750 Penalty: 4326.803711
	Iteration 22Q: 3 clusters Score -486903.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -486909.937500 Penalty: 4326.803711
	Iteration 23Q: 3 clusters Score -486909.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -486920.343750 Penalty: 4326.803711
	Iteration 24Q: 3 clusters Score -486920.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -486931.000000 Penalty: 4326.803711
	Iteration 25Q: 3 clusters Score -486931 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -486945.906250 Penalty: 4326.803711
	Iteration 26Q: 3 clusters Score -486945.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -486957.031250 Penalty: 4326.803711
	Iteration 27Q: 3 clusters Score -486957 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -486962.906250 Penalty: 4326.803711
	Iteration 28Q: 3 clusters Score -486962.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -486968.625000 Penalty: 4326.803711
	Iteration 29Q: 3 clusters Score -486968.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -486974.312500 Penalty: 4326.803711
	Iteration 30Q: 3 clusters Score -486974.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -486980.062500 Penalty: 4326.803711
	Iteration 31Q: 3 clusters Score -486980.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -486982.906250 Penalty: 4326.803711
	Iteration 32Q: 3 clusters Score -486982.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -486988.031250 Penalty: 4326.803711
	Iteration 33Q: 3 clusters Score -486988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -486991.156250 Penalty: 4326.803711
	Iteration 34Q: 3 clusters Score -486991.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -486990.968750 Penalty: 4326.803711
	Iteration 35Q: 3 clusters Score -486991 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -486990.968750 Penalty: 4326.803711
	Iteration 36F: 3 clusters Score -486991 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (153508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153508 members 
Entering Unmasked Estep 
Score: -12293362.000000 Penalty: 2961.494141
	Iteration 0F: 2 clusters Score -1.229336e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76701 members 
Mstep: Class 2 contains 76807 members 
Entering Unmasked Estep 
Score: -12190565.000000 Penalty: 5922.988281
	Iteration 0F: 3 clusters Score -1.219056e+07 nChanged 73062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75949 members 
Mstep: Class 2 contains 77559 members 
Entering Unmasked Estep 
Score: -12232929.000000 Penalty: 5922.988281
	Iteration 1F: 3 clusters Score -1.223293e+07 nChanged 4673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75100 members 
Mstep: Class 2 contains 78408 members 
Entering Unmasked Estep 
Score: -12234231.000000 Penalty: 5922.988281
	Iteration 2Q: 3 clusters Score -1.223423e+07 nChanged 5780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73416 members 
Mstep: Class 2 contains 80092 members 
Entering Unmasked Estep 
Score: -12236221.000000 Penalty: 5922.988281
	Iteration 3Q: 3 clusters Score -1.223622e+07 nChanged 7629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70389 members 
Mstep: Class 2 contains 83119 members 
Entering Unmasked Estep 
Score: -12240254.000000 Penalty: 5922.988281
	Iteration 4Q: 3 clusters Score -1.224025e+07 nChanged 10150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65625 members 
Mstep: Class 2 contains 87883 members 
Entering Unmasked Estep 
Score: -12246294.000000 Penalty: 5922.988281
	Iteration 5F: 3 clusters Score -1.224629e+07 nChanged 11716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59583 members 
Mstep: Class 2 contains 93925 members 
Entering Unmasked Estep 
Score: -12253698.000000 Penalty: 5922.988281
	Iteration 6F: 3 clusters Score -1.22537e+07 nChanged 11481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53414 members 
Mstep: Class 2 contains 100094 members 
Entering Unmasked Estep 
Score: -12260671.000000 Penalty: 5922.988281
	Iteration 7F: 3 clusters Score -1.226067e+07 nChanged 9447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47835 members 
Mstep: Class 2 contains 105673 members 
Entering Unmasked Estep 
Score: -12265491.000000 Penalty: 5922.988281
	Iteration 8F: 3 clusters Score -1.226549e+07 nChanged 7339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42680 members 
Mstep: Class 2 contains 110828 members 
Entering Unmasked Estep 
Score: -12268572.000000 Penalty: 5922.988281
	Iteration 9Q: 3 clusters Score -1.226857e+07 nChanged 5616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37888 members 
Mstep: Class 2 contains 115620 members 
Entering Unmasked Estep 
Score: -12270774.000000 Penalty: 5922.988281
	Iteration 10Q: 3 clusters Score -1.227077e+07 nChanged 5026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33020 members 
Mstep: Class 2 contains 120488 members 
Entering Unmasked Estep 
Score: -12272950.000000 Penalty: 5922.988281
	Iteration 11Q: 3 clusters Score -1.227295e+07 nChanged 4804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28226 members 
Mstep: Class 2 contains 125282 members 
Entering Unmasked Estep 
Score: -12275033.000000 Penalty: 5922.988281
	Iteration 12Q: 3 clusters Score -1.227503e+07 nChanged 4651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23575 members 
Mstep: Class 2 contains 129933 members 
Entering Unmasked Estep 
Score: -12277131.000000 Penalty: 5922.988281
	Iteration 13Q: 3 clusters Score -1.227713e+07 nChanged 4538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19037 members 
Mstep: Class 2 contains 134471 members 
Entering Unmasked Estep 
Score: -12279495.000000 Penalty: 5922.988281
	Iteration 14Q: 3 clusters Score -1.22795e+07 nChanged 4198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 138669 members 
Entering Unmasked Estep 
Score: -12281762.000000 Penalty: 5922.988281
	Iteration 15Q: 3 clusters Score -1.228176e+07 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 142367 members 
Entering Unmasked Estep 
Score: -12283818.000000 Penalty: 5922.988281
	Iteration 16Q: 3 clusters Score -1.228382e+07 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 145487 members 
Entering Unmasked Estep 
Score: -12285683.000000 Penalty: 5922.988281
	Iteration 17Q: 3 clusters Score -1.228568e+07 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 147988 members 
Entering Unmasked Estep 
Score: -12287304.000000 Penalty: 5922.988281
	Iteration 18Q: 3 clusters Score -1.22873e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 149791 members 
Entering Unmasked Estep 
Score: -12288520.000000 Penalty: 5922.988281
	Iteration 19Q: 3 clusters Score -1.228852e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 151000 members 
Entering Unmasked Estep 
Score: -12289341.000000 Penalty: 5922.988281
	Iteration 20F: 3 clusters Score -1.228934e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 151796 members 
Entering Unmasked Estep 
Score: -12289936.000000 Penalty: 5922.988281
	Iteration 21Q: 3 clusters Score -1.228994e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 152249 members 
Entering Unmasked Estep 
Score: -12290243.000000 Penalty: 5922.988281
	Iteration 22Q: 3 clusters Score -1.229024e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 152516 members 
Entering Unmasked Estep 
Score: -12290407.000000 Penalty: 5922.988281
	Iteration 23Q: 3 clusters Score -1.229041e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 152677 members 
Entering Unmasked Estep 
Score: -12290548.000000 Penalty: 5922.988281
	Iteration 24Q: 3 clusters Score -1.229055e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 152780 members 
Entering Unmasked Estep 
Score: -12290643.000000 Penalty: 5922.988281
	Iteration 25Q: 3 clusters Score -1.229064e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 152847 members 
Entering Unmasked Estep 
Score: -12290687.000000 Penalty: 5922.988281
	Iteration 26Q: 3 clusters Score -1.229069e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 152897 members 
Entering Unmasked Estep 
Score: -12290746.000000 Penalty: 5922.988281
	Iteration 27Q: 3 clusters Score -1.229075e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 152938 members 
Entering Unmasked Estep 
Score: -12290785.000000 Penalty: 5922.988281
	Iteration 28Q: 3 clusters Score -1.229078e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 152961 members 
Entering Unmasked Estep 
Score: -12290827.000000 Penalty: 5922.988281
	Iteration 29Q: 3 clusters Score -1.229083e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 152977 members 
Entering Unmasked Estep 
Score: -12290841.000000 Penalty: 5922.988281
	Iteration 30Q: 3 clusters Score -1.229084e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 153001 members 
Entering Unmasked Estep 
Score: -12290865.000000 Penalty: 5922.988281
	Iteration 31Q: 3 clusters Score -1.229086e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 153001 members 
Entering Unmasked Estep 
Score: -12290875.000000 Penalty: 5922.988281
	Iteration 32Q: 3 clusters Score -1.229088e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 153012 members 
Entering Unmasked Estep 
Score: -12290891.000000 Penalty: 5922.988281
	Iteration 33Q: 3 clusters Score -1.229089e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 153013 members 
Entering Unmasked Estep 
Score: -12290898.000000 Penalty: 5922.988281
	Iteration 34Q: 3 clusters Score -1.22909e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 153014 members 
Entering Unmasked Estep 
Score: -12290897.000000 Penalty: 5922.988281
	Iteration 35Q: 3 clusters Score -1.22909e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 153014 members 
Entering Unmasked Estep 
Score: -12290905.000000 Penalty: 5922.988281
	Iteration 36Q: 3 clusters Score -1.22909e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 153015 members 
Entering Unmasked Estep 
Score: -12290899.000000 Penalty: 5922.988281
	Iteration 37Q: 3 clusters Score -1.22909e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 153017 members 
Entering Unmasked Estep 
Score: -12290902.000000 Penalty: 5922.988281
	Iteration 38Q: 3 clusters Score -1.22909e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 153021 members 
Entering Unmasked Estep 
Score: -12290913.000000 Penalty: 5922.988281
	Iteration 39Q: 3 clusters Score -1.229091e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 153025 members 
Entering Unmasked Estep 
Score: -12290903.000000 Penalty: 5922.988281
	Iteration 40F: 3 clusters Score -1.22909e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 153029 members 
Entering Unmasked Estep 
Score: -12290919.000000 Penalty: 5922.988281
	Iteration 41Q: 3 clusters Score -1.229092e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 153029 members 
Entering Unmasked Estep 
Score: -12290929.000000 Penalty: 5922.988281
	Iteration 42Q: 3 clusters Score -1.229093e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 153033 members 
Entering Unmasked Estep 
Score: -12290938.000000 Penalty: 5922.988281
	Iteration 43Q: 3 clusters Score -1.229094e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 153036 members 
Entering Unmasked Estep 
Score: -12290931.000000 Penalty: 5922.988281
	Iteration 44Q: 3 clusters Score -1.229093e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 153037 members 
Entering Unmasked Estep 
Score: -12290941.000000 Penalty: 5922.988281
	Iteration 45Q: 3 clusters Score -1.229094e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 153037 members 
Entering Unmasked Estep 
Score: -12290947.000000 Penalty: 5922.988281
	Iteration 46Q: 3 clusters Score -1.229095e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 153033 members 
Entering Unmasked Estep 
Score: -12290939.000000 Penalty: 5922.988281
	Iteration 47Q: 3 clusters Score -1.229094e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 153033 members 
Entering Unmasked Estep 
Score: -12290939.000000 Penalty: 5922.988281
	Iteration 48F: 3 clusters Score -1.229094e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Entering Unmasked Estep 
Score: -561503.812500 Penalty: 2210.827393
	Iteration 0F: 2 clusters Score -561503.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -555505.250000 Penalty: 4421.654785
	Iteration 0F: 3 clusters Score -555505.2 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -557155.375000 Penalty: 4421.654785
	Iteration 1F: 3 clusters Score -557155.4 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -557584.562500 Penalty: 4421.654785
	Iteration 2F: 3 clusters Score -557584.6 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -558147.062500 Penalty: 4421.654785
	Iteration 3F: 3 clusters Score -558147.1 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -558875.687500 Penalty: 4421.654785
	Iteration 4F: 3 clusters Score -558875.7 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -559845.125000 Penalty: 4421.654785
	Iteration 5F: 3 clusters Score -559845.1 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -560625.687500 Penalty: 4421.654785
	Iteration 6F: 3 clusters Score -560625.7 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -561090.625000 Penalty: 4421.654785
	Iteration 7F: 3 clusters Score -561090.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -561362.937500 Penalty: 4421.654785
	Iteration 8Q: 3 clusters Score -561362.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -561500.875000 Penalty: 4421.654785
	Iteration 9Q: 3 clusters Score -561500.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -561604.187500 Penalty: 4421.654785
	Iteration 10Q: 3 clusters Score -561604.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -561693.937500 Penalty: 4421.654785
	Iteration 11Q: 3 clusters Score -561693.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -561773.937500 Penalty: 4421.654785
	Iteration 12Q: 3 clusters Score -561773.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -561864.125000 Penalty: 4421.654785
	Iteration 13Q: 3 clusters Score -561864.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -561960.562500 Penalty: 4421.654785
	Iteration 14Q: 3 clusters Score -561960.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -562020.312500 Penalty: 4421.654785
	Iteration 15Q: 3 clusters Score -562020.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -562042.875000 Penalty: 4421.654785
	Iteration 16Q: 3 clusters Score -562042.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -562051.437500 Penalty: 4421.654785
	Iteration 17Q: 3 clusters Score -562051.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -562056.625000 Penalty: 4421.654785
	Iteration 18Q: 3 clusters Score -562056.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -562058.812500 Penalty: 4421.654785
	Iteration 19Q: 3 clusters Score -562058.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -562062.000000 Penalty: 4421.654785
	Iteration 20F: 3 clusters Score -562062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -562062.062500 Penalty: 4421.654785
	Iteration 21Q: 3 clusters Score -562062.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -562062.062500 Penalty: 4421.654785
	Iteration 22F: 3 clusters Score -562062.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8427 members 
Mstep: Class 4 contains 3240 members 
Mstep: Class 5 contains 17447 members 
Mstep: Class 6 contains 28426 members 
Mstep: Class 7 contains 19092 members 
Mstep: Class 8 contains 6517 members 
Mstep: Class 9 contains 60174 members 
Mstep: Class 10 contains 70280 members 
Mstep: Class 11 contains 6060 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14277 members 
Mstep: Class 14 contains 4791 members 
Mstep: Class 15 contains 7829 members 
Mstep: Class 16 contains 6145 members 
Mstep: Class 17 contains 153508 members 
Mstep: Class 18 contains 5512 members 
Mstep: Class 19 contains 39814 members 
Mstep: Class 20 contains 23969 members 
Mstep: Class 21 contains 6200 members 
Mstep: Class 22 contains 4035 members 
Mstep: Class 23 contains 77107 members 
Mstep: Class 24 contains 4546 members 
Mstep: Class 25 contains 5003 members 
Mstep: Class 26 contains 64174 members 
Mstep: Class 27 contains 4508 members 
Mstep: Class 28 contains 120019 members 
Mstep: Class 29 contains 13740 members 
Mstep: Class 30 contains 44912 members 
Mstep: Class 31 contains 26492 members 
Mstep: Class 32 contains 1208 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 71918 members 
Mstep: Class 35 contains 515156 members 
Mstep: Class 36 contains 1928 members 
Entering Unmasked Estep 
Score: -111983872.000000 Penalty: 126742.460938
Splitting cluster 18 changes total score from -111984568.000000 to -111983872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (39814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39814 members 
Entering Unmasked Estep 
Score: -3120827.750000 Penalty: 2626.809570
	Iteration 0F: 2 clusters Score -3120828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19854 members 
Mstep: Class 2 contains 19960 members 
Entering Unmasked Estep 
Score: -3093800.750000 Penalty: 5253.619141
	Iteration 0F: 3 clusters Score -3093801 nChanged 18189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19285 members 
Mstep: Class 2 contains 20529 members 
Entering Unmasked Estep 
Score: -3103731.500000 Penalty: 5253.619141
	Iteration 1F: 3 clusters Score -3103732 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19161 members 
Mstep: Class 2 contains 20653 members 
Entering Unmasked Estep 
Score: -3104201.750000 Penalty: 5253.619141
	Iteration 2Q: 3 clusters Score -3104202 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18948 members 
Mstep: Class 2 contains 20866 members 
Entering Unmasked Estep 
Score: -3104657.250000 Penalty: 5253.619141
	Iteration 3Q: 3 clusters Score -3104657 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18585 members 
Mstep: Class 2 contains 21229 members 
Entering Unmasked Estep 
Score: -3105111.500000 Penalty: 5253.619141
	Iteration 4Q: 3 clusters Score -3105112 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18093 members 
Mstep: Class 2 contains 21721 members 
Entering Unmasked Estep 
Score: -3105570.000000 Penalty: 5253.619141
	Iteration 5Q: 3 clusters Score -3105570 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17427 members 
Mstep: Class 2 contains 22387 members 
Entering Unmasked Estep 
Score: -3106121.750000 Penalty: 5253.619141
	Iteration 6Q: 3 clusters Score -3106122 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16524 members 
Mstep: Class 2 contains 23290 members 
Entering Unmasked Estep 
Score: -3106836.250000 Penalty: 5253.619141
	Iteration 7Q: 3 clusters Score -3106836 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 24414 members 
Entering Unmasked Estep 
Score: -3107694.250000 Penalty: 5253.619141
	Iteration 8Q: 3 clusters Score -3107694 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 25855 members 
Entering Unmasked Estep 
Score: -3108756.250000 Penalty: 5253.619141
	Iteration 9Q: 3 clusters Score -3108756 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 27564 members 
Entering Unmasked Estep 
Score: -3110026.000000 Penalty: 5253.619141
	Iteration 10Q: 3 clusters Score -3110026 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 29418 members 
Entering Unmasked Estep 
Score: -3111397.500000 Penalty: 5253.619141
	Iteration 11F: 3 clusters Score -3111398 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 31272 members 
Entering Unmasked Estep 
Score: -3112739.500000 Penalty: 5253.619141
	Iteration 12F: 3 clusters Score -3112740 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 32989 members 
Entering Unmasked Estep 
Score: -3114016.500000 Penalty: 5253.619141
	Iteration 13Q: 3 clusters Score -3114016 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 34564 members 
Entering Unmasked Estep 
Score: -3115178.250000 Penalty: 5253.619141
	Iteration 14Q: 3 clusters Score -3115178 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 35933 members 
Entering Unmasked Estep 
Score: -3116214.000000 Penalty: 5253.619141
	Iteration 15Q: 3 clusters Score -3116214 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 36998 members 
Entering Unmasked Estep 
Score: -3117005.000000 Penalty: 5253.619141
	Iteration 16Q: 3 clusters Score -3117005 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 37774 members 
Entering Unmasked Estep 
Score: -3117612.000000 Penalty: 5253.619141
	Iteration 17Q: 3 clusters Score -3117612 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 38300 members 
Entering Unmasked Estep 
Score: -3118028.750000 Penalty: 5253.619141
	Iteration 18Q: 3 clusters Score -3118029 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 38621 members 
Entering Unmasked Estep 
Score: -3118304.750000 Penalty: 5253.619141
	Iteration 19Q: 3 clusters Score -3118305 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 38806 members 
Entering Unmasked Estep 
Score: -3118444.500000 Penalty: 5253.619141
	Iteration 20F: 3 clusters Score -3118444 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 38930 members 
Entering Unmasked Estep 
Score: -3118544.500000 Penalty: 5253.619141
	Iteration 21Q: 3 clusters Score -3118544 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 38999 members 
Entering Unmasked Estep 
Score: -3118601.750000 Penalty: 5253.619141
	Iteration 22Q: 3 clusters Score -3118602 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 39053 members 
Entering Unmasked Estep 
Score: -3118645.750000 Penalty: 5253.619141
	Iteration 23Q: 3 clusters Score -3118646 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 39089 members 
Entering Unmasked Estep 
Score: -3118670.250000 Penalty: 5253.619141
	Iteration 24Q: 3 clusters Score -3118670 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 39112 members 
Entering Unmasked Estep 
Score: -3118707.750000 Penalty: 5253.619141
	Iteration 25Q: 3 clusters Score -3118708 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 39130 members 
Entering Unmasked Estep 
Score: -3118731.500000 Penalty: 5253.619141
	Iteration 26Q: 3 clusters Score -3118732 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 39150 members 
Entering Unmasked Estep 
Score: -3118756.750000 Penalty: 5253.619141
	Iteration 27Q: 3 clusters Score -3118757 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 39157 members 
Entering Unmasked Estep 
Score: -3118771.250000 Penalty: 5253.619141
	Iteration 28Q: 3 clusters Score -3118771 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 39169 members 
Entering Unmasked Estep 
Score: -3118788.750000 Penalty: 5253.619141
	Iteration 29Q: 3 clusters Score -3118789 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 39185 members 
Entering Unmasked Estep 
Score: -3118829.750000 Penalty: 5253.619141
	Iteration 30Q: 3 clusters Score -3118830 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 39196 members 
Entering Unmasked Estep 
Score: -3118859.500000 Penalty: 5253.619141
	Iteration 31Q: 3 clusters Score -3118860 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 39209 members 
Entering Unmasked Estep 
Score: -3118892.750000 Penalty: 5253.619141
	Iteration 32Q: 3 clusters Score -3118893 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 39218 members 
Entering Unmasked Estep 
Score: -3118919.250000 Penalty: 5253.619141
	Iteration 33Q: 3 clusters Score -3118919 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 39219 members 
Entering Unmasked Estep 
Score: -3118937.000000 Penalty: 5253.619141
	Iteration 34Q: 3 clusters Score -3118937 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 39221 members 
Entering Unmasked Estep 
Score: -3118958.250000 Penalty: 5253.619141
	Iteration 35Q: 3 clusters Score -3118958 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 39222 members 
Entering Unmasked Estep 
Score: -3118974.500000 Penalty: 5253.619141
	Iteration 36Q: 3 clusters Score -3118974 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 39220 members 
Entering Unmasked Estep 
Score: -3118994.500000 Penalty: 5253.619141
	Iteration 37Q: 3 clusters Score -3118994 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 39212 members 
Entering Unmasked Estep 
Score: -3119013.000000 Penalty: 5253.619141
	Iteration 38Q: 3 clusters Score -3119013 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 39209 members 
Entering Unmasked Estep 
Score: -3119029.500000 Penalty: 5253.619141
	Iteration 39Q: 3 clusters Score -3119030 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 39211 members 
Entering Unmasked Estep 
Score: -3119035.500000 Penalty: 5253.619141
	Iteration 40F: 3 clusters Score -3119036 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 39207 members 
Entering Unmasked Estep 
Score: -3119048.750000 Penalty: 5253.619141
	Iteration 41Q: 3 clusters Score -3119049 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 39205 members 
Entering Unmasked Estep 
Score: -3119055.750000 Penalty: 5253.619141
	Iteration 42Q: 3 clusters Score -3119056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 39200 members 
Entering Unmasked Estep 
Score: -3119056.750000 Penalty: 5253.619141
	Iteration 43Q: 3 clusters Score -3119057 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 39198 members 
Entering Unmasked Estep 
Score: -3119059.250000 Penalty: 5253.619141
	Iteration 44Q: 3 clusters Score -3119059 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 39192 members 
Entering Unmasked Estep 
Score: -3119064.500000 Penalty: 5253.619141
	Iteration 45Q: 3 clusters Score -3119064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 39190 members 
Entering Unmasked Estep 
Score: -3119069.500000 Penalty: 5253.619141
	Iteration 46Q: 3 clusters Score -3119070 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 39188 members 
Entering Unmasked Estep 
Score: -3119072.500000 Penalty: 5253.619141
	Iteration 47Q: 3 clusters Score -3119072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 39186 members 
Entering Unmasked Estep 
Score: -3119075.250000 Penalty: 5253.619141
	Iteration 48Q: 3 clusters Score -3119075 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 39181 members 
Entering Unmasked Estep 
Score: -3119082.000000 Penalty: 5253.619141
	Iteration 49Q: 3 clusters Score -3119082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 39178 members 
Entering Unmasked Estep 
Score: -3119084.750000 Penalty: 5253.619141
	Iteration 50Q: 3 clusters Score -3119085 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 39174 members 
Entering Unmasked Estep 
Score: -3119089.750000 Penalty: 5253.619141
	Iteration 51Q: 3 clusters Score -3119090 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 39172 members 
Entering Unmasked Estep 
Score: -3119093.000000 Penalty: 5253.619141
	Iteration 52Q: 3 clusters Score -3119093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 39171 members 
Entering Unmasked Estep 
Score: -3119095.000000 Penalty: 5253.619141
	Iteration 53Q: 3 clusters Score -3119095 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 39171 members 
Entering Unmasked Estep 
Score: -3119097.750000 Penalty: 5253.619141
	Iteration 54Q: 3 clusters Score -3119098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 39171 members 
Entering Unmasked Estep 
Score: -3119099.000000 Penalty: 5253.619141
	Iteration 55Q: 3 clusters Score -3119099 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 39170 members 
Entering Unmasked Estep 
Score: -3119100.500000 Penalty: 5253.619141
	Iteration 56Q: 3 clusters Score -3119100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 39170 members 
Entering Unmasked Estep 
Score: -3119100.500000 Penalty: 5253.619141
	Iteration 57F: 3 clusters Score -3119100 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (23969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23969 members 
Entering Unmasked Estep 
Score: -1888838.250000 Penalty: 2500.960205
	Iteration 0F: 2 clusters Score -1888838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -1872123.750000 Penalty: 5001.920410
	Iteration 0F: 3 clusters Score -1872124 nChanged 10704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -1877902.125000 Penalty: 5001.920410
	Iteration 1F: 3 clusters Score -1877902 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -1878322.000000 Penalty: 5001.920410
	Iteration 2Q: 3 clusters Score -1878322 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -1878696.250000 Penalty: 5001.920410
	Iteration 3Q: 3 clusters Score -1878696 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -1879079.125000 Penalty: 5001.920410
	Iteration 4Q: 3 clusters Score -1879079 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -1879502.750000 Penalty: 5001.920410
	Iteration 5Q: 3 clusters Score -1879503 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -1880103.625000 Penalty: 5001.920410
	Iteration 6Q: 3 clusters Score -1880104 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -1880815.625000 Penalty: 5001.920410
	Iteration 7Q: 3 clusters Score -1880816 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -1881578.875000 Penalty: 5001.920410
	Iteration 8F: 3 clusters Score -1881579 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -1882275.875000 Penalty: 5001.920410
	Iteration 9F: 3 clusters Score -1882276 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -1882938.500000 Penalty: 5001.920410
	Iteration 10Q: 3 clusters Score -1882938 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -1883527.125000 Penalty: 5001.920410
	Iteration 11Q: 3 clusters Score -1883527 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -1884086.875000 Penalty: 5001.920410
	Iteration 12Q: 3 clusters Score -1884087 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1884601.125000 Penalty: 5001.920410
	Iteration 13Q: 3 clusters Score -1884601 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15941 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1885038.625000 Penalty: 5001.920410
	Iteration 14Q: 3 clusters Score -1885039 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16605 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1885423.500000 Penalty: 5001.920410
	Iteration 15Q: 3 clusters Score -1885424 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17309 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1885780.875000 Penalty: 5001.920410
	Iteration 16Q: 3 clusters Score -1885781 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18016 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -1886103.250000 Penalty: 5001.920410
	Iteration 17Q: 3 clusters Score -1886103 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18680 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1886402.500000 Penalty: 5001.920410
	Iteration 18Q: 3 clusters Score -1886402 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19312 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1886691.125000 Penalty: 5001.920410
	Iteration 19Q: 3 clusters Score -1886691 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19912 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1886967.250000 Penalty: 5001.920410
	Iteration 20F: 3 clusters Score -1886967 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20457 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1887233.625000 Penalty: 5001.920410
	Iteration 21Q: 3 clusters Score -1887234 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20938 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1887467.625000 Penalty: 5001.920410
	Iteration 22Q: 3 clusters Score -1887468 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21383 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1887697.875000 Penalty: 5001.920410
	Iteration 23Q: 3 clusters Score -1887698 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21724 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1887868.500000 Penalty: 5001.920410
	Iteration 24Q: 3 clusters Score -1887868 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21978 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1887991.500000 Penalty: 5001.920410
	Iteration 25Q: 3 clusters Score -1887992 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22187 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1888119.000000 Penalty: 5001.920410
	Iteration 26Q: 3 clusters Score -1888119 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22356 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1888213.625000 Penalty: 5001.920410
	Iteration 27Q: 3 clusters Score -1888214 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22483 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1888295.625000 Penalty: 5001.920410
	Iteration 28Q: 3 clusters Score -1888296 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22575 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1888346.375000 Penalty: 5001.920410
	Iteration 29Q: 3 clusters Score -1888346 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22639 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1888385.500000 Penalty: 5001.920410
	Iteration 30Q: 3 clusters Score -1888386 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22686 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1888412.500000 Penalty: 5001.920410
	Iteration 31Q: 3 clusters Score -1888412 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22719 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1888426.500000 Penalty: 5001.920410
	Iteration 32Q: 3 clusters Score -1888426 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22745 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1888441.000000 Penalty: 5001.920410
	Iteration 33Q: 3 clusters Score -1888441 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22770 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1888455.375000 Penalty: 5001.920410
	Iteration 34Q: 3 clusters Score -1888455 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22788 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1888469.875000 Penalty: 5001.920410
	Iteration 35Q: 3 clusters Score -1888470 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22813 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1888494.500000 Penalty: 5001.920410
	Iteration 36Q: 3 clusters Score -1888494 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22828 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1888505.500000 Penalty: 5001.920410
	Iteration 37Q: 3 clusters Score -1888506 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22842 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1888516.250000 Penalty: 5001.920410
	Iteration 38Q: 3 clusters Score -1888516 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22854 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1888524.000000 Penalty: 5001.920410
	Iteration 39Q: 3 clusters Score -1888524 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22857 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1888523.875000 Penalty: 5001.920410
	Iteration 40F: 3 clusters Score -1888524 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22864 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1888529.000000 Penalty: 5001.920410
	Iteration 41Q: 3 clusters Score -1888529 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22869 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1888529.125000 Penalty: 5001.920410
	Iteration 42Q: 3 clusters Score -1888529 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22874 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1888534.875000 Penalty: 5001.920410
	Iteration 43Q: 3 clusters Score -1888535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22875 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1888533.125000 Penalty: 5001.920410
	Iteration 44Q: 3 clusters Score -1888533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22875 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1888532.625000 Penalty: 5001.920410
	Iteration 45Q: 3 clusters Score -1888533 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22874 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1888534.125000 Penalty: 5001.920410
	Iteration 46Q: 3 clusters Score -1888534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22874 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1888534.125000 Penalty: 5001.920410
	Iteration 47F: 3 clusters Score -1888534 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Entering Unmasked Estep 
Score: -457485.656250 Penalty: 2165.611572
	Iteration 0F: 2 clusters Score -457485.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -452291.062500 Penalty: 4331.223145
	Iteration 0F: 3 clusters Score -452291.1 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -453733.875000 Penalty: 4331.223145
	Iteration 1F: 3 clusters Score -453733.9 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -454241.000000 Penalty: 4331.223145
	Iteration 2F: 3 clusters Score -454241 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -454794.468750 Penalty: 4331.223145
	Iteration 3F: 3 clusters Score -454794.5 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -455352.875000 Penalty: 4331.223145
	Iteration 4F: 3 clusters Score -455352.9 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -455851.062500 Penalty: 4331.223145
	Iteration 5F: 3 clusters Score -455851.1 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -456183.593750 Penalty: 4331.223145
	Iteration 6F: 3 clusters Score -456183.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -456379.187500 Penalty: 4331.223145
	Iteration 7Q: 3 clusters Score -456379.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -456471.000000 Penalty: 4331.223145
	Iteration 8Q: 3 clusters Score -456471 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -456526.906250 Penalty: 4331.223145
	Iteration 9Q: 3 clusters Score -456526.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -456565.843750 Penalty: 4331.223145
	Iteration 10Q: 3 clusters Score -456565.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -456585.593750 Penalty: 4331.223145
	Iteration 11Q: 3 clusters Score -456585.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -456601.531250 Penalty: 4331.223145
	Iteration 12Q: 3 clusters Score -456601.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -456615.468750 Penalty: 4331.223145
	Iteration 13Q: 3 clusters Score -456615.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -456630.093750 Penalty: 4331.223145
	Iteration 14Q: 3 clusters Score -456630.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -456643.625000 Penalty: 4331.223145
	Iteration 15Q: 3 clusters Score -456643.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -456652.312500 Penalty: 4331.223145
	Iteration 16Q: 3 clusters Score -456652.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -456660.812500 Penalty: 4331.223145
	Iteration 17Q: 3 clusters Score -456660.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -456668.812500 Penalty: 4331.223145
	Iteration 18Q: 3 clusters Score -456668.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -456672.781250 Penalty: 4331.223145
	Iteration 19Q: 3 clusters Score -456672.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -456673.843750 Penalty: 4331.223145
	Iteration 20F: 3 clusters Score -456673.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Entering Unmasked Estep 
Score: -313662.875000 Penalty: 2059.084961
	Iteration 0F: 2 clusters Score -313662.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -309813.625000 Penalty: 4118.169922
	Iteration 0F: 3 clusters Score -309813.6 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -310649.562500 Penalty: 4118.169922
	Iteration 1F: 3 clusters Score -310649.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -310828.906250 Penalty: 4118.169922
	Iteration 2F: 3 clusters Score -310828.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -310931.000000 Penalty: 4118.169922
	Iteration 3Q: 3 clusters Score -310931 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -311012.062500 Penalty: 4118.169922
	Iteration 4Q: 3 clusters Score -311012.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -311067.750000 Penalty: 4118.169922
	Iteration 5Q: 3 clusters Score -311067.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -311119.656250 Penalty: 4118.169922
	Iteration 6Q: 3 clusters Score -311119.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -311170.750000 Penalty: 4118.169922
	Iteration 7Q: 3 clusters Score -311170.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -311218.937500 Penalty: 4118.169922
	Iteration 8Q: 3 clusters Score -311218.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -311262.500000 Penalty: 4118.169922
	Iteration 9Q: 3 clusters Score -311262.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -311301.406250 Penalty: 4118.169922
	Iteration 10Q: 3 clusters Score -311301.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -311334.937500 Penalty: 4118.169922
	Iteration 11Q: 3 clusters Score -311334.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -311363.062500 Penalty: 4118.169922
	Iteration 12Q: 3 clusters Score -311363.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -311392.656250 Penalty: 4118.169922
	Iteration 13Q: 3 clusters Score -311392.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -311423.000000 Penalty: 4118.169922
	Iteration 14Q: 3 clusters Score -311423 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -311449.031250 Penalty: 4118.169922
	Iteration 15Q: 3 clusters Score -311449 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -311473.375000 Penalty: 4118.169922
	Iteration 16Q: 3 clusters Score -311473.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -311502.468750 Penalty: 4118.169922
	Iteration 17Q: 3 clusters Score -311502.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -311526.968750 Penalty: 4118.169922
	Iteration 18Q: 3 clusters Score -311527 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -311549.781250 Penalty: 4118.169922
	Iteration 19Q: 3 clusters Score -311549.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -311577.125000 Penalty: 4118.169922
	Iteration 20F: 3 clusters Score -311577.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -311604.562500 Penalty: 4118.169922
	Iteration 21Q: 3 clusters Score -311604.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -311630.937500 Penalty: 4118.169922
	Iteration 22Q: 3 clusters Score -311630.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -311657.218750 Penalty: 4118.169922
	Iteration 23Q: 3 clusters Score -311657.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -311682.500000 Penalty: 4118.169922
	Iteration 24Q: 3 clusters Score -311682.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -311705.906250 Penalty: 4118.169922
	Iteration 25Q: 3 clusters Score -311705.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -311754.562500 Penalty: 4118.169922
	Iteration 26Q: 3 clusters Score -311754.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -311815.781250 Penalty: 4118.169922
	Iteration 27Q: 3 clusters Score -311815.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -311856.031250 Penalty: 4118.169922
	Iteration 28Q: 3 clusters Score -311856 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -311884.937500 Penalty: 4118.169922
	Iteration 29Q: 3 clusters Score -311884.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -311917.781250 Penalty: 4118.169922
	Iteration 30Q: 3 clusters Score -311917.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -311949.281250 Penalty: 4118.169922
	Iteration 31Q: 3 clusters Score -311949.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -311985.812500 Penalty: 4118.169922
	Iteration 32Q: 3 clusters Score -311985.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -312029.406250 Penalty: 4118.169922
	Iteration 33Q: 3 clusters Score -312029.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -312074.625000 Penalty: 4118.169922
	Iteration 34Q: 3 clusters Score -312074.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -312112.218750 Penalty: 4118.169922
	Iteration 35Q: 3 clusters Score -312112.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -312152.781250 Penalty: 4118.169922
	Iteration 36Q: 3 clusters Score -312152.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -312191.187500 Penalty: 4118.169922
	Iteration 37Q: 3 clusters Score -312191.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -312224.968750 Penalty: 4118.169922
	Iteration 38Q: 3 clusters Score -312225 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -312263.718750 Penalty: 4118.169922
	Iteration 39Q: 3 clusters Score -312263.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -312298.718750 Penalty: 4118.169922
	Iteration 40F: 3 clusters Score -312298.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -312320.187500 Penalty: 4118.169922
	Iteration 41Q: 3 clusters Score -312320.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -312335.687500 Penalty: 4118.169922
	Iteration 42Q: 3 clusters Score -312335.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -312345.250000 Penalty: 4118.169922
	Iteration 43Q: 3 clusters Score -312345.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -312352.437500 Penalty: 4118.169922
	Iteration 44Q: 3 clusters Score -312352.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -312357.187500 Penalty: 4118.169922
	Iteration 45Q: 3 clusters Score -312357.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -312360.937500 Penalty: 4118.169922
	Iteration 46Q: 3 clusters Score -312360.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -312362.250000 Penalty: 4118.169922
	Iteration 47Q: 3 clusters Score -312362.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -312362.718750 Penalty: 4118.169922
	Iteration 48Q: 3 clusters Score -312362.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -312363.000000 Penalty: 4118.169922
	Iteration 49Q: 3 clusters Score -312363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -312363.468750 Penalty: 4118.169922
	Iteration 50Q: 3 clusters Score -312363.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -312365.625000 Penalty: 4118.169922
	Iteration 51Q: 3 clusters Score -312365.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -312366.718750 Penalty: 4118.169922
	Iteration 52Q: 3 clusters Score -312366.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -312368.156250 Penalty: 4118.169922
	Iteration 53Q: 3 clusters Score -312368.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -312369.906250 Penalty: 4118.169922
	Iteration 54Q: 3 clusters Score -312369.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -312370.312500 Penalty: 4118.169922
	Iteration 55Q: 3 clusters Score -312370.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -312370.625000 Penalty: 4118.169922
	Iteration 56Q: 3 clusters Score -312370.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -312370.625000 Penalty: 4118.169922
	Iteration 57F: 3 clusters Score -312370.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (77107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77107 members 
Entering Unmasked Estep 
Score: -6258049.000000 Penalty: 2790.731445
	Iteration 0F: 2 clusters Score -6258049 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38435 members 
Mstep: Class 2 contains 38672 members 
Entering Unmasked Estep 
Score: -6206412.500000 Penalty: 5581.462891
	Iteration 0F: 3 clusters Score -6206412 nChanged 36198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37565 members 
Mstep: Class 2 contains 39542 members 
Entering Unmasked Estep 
Score: -6226989.000000 Penalty: 5581.462891
	Iteration 1F: 3 clusters Score -6226989 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36957 members 
Mstep: Class 2 contains 40150 members 
Entering Unmasked Estep 
Score: -6227703.500000 Penalty: 5581.462891
	Iteration 2Q: 3 clusters Score -6227704 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35997 members 
Mstep: Class 2 contains 41110 members 
Entering Unmasked Estep 
Score: -6228532.000000 Penalty: 5581.462891
	Iteration 3Q: 3 clusters Score -6228532 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34526 members 
Mstep: Class 2 contains 42581 members 
Entering Unmasked Estep 
Score: -6229747.000000 Penalty: 5581.462891
	Iteration 4Q: 3 clusters Score -6229747 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32193 members 
Mstep: Class 2 contains 44914 members 
Entering Unmasked Estep 
Score: -6231655.000000 Penalty: 5581.462891
	Iteration 5F: 3 clusters Score -6231655 nChanged 4868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28887 members 
Mstep: Class 2 contains 48220 members 
Entering Unmasked Estep 
Score: -6234690.500000 Penalty: 5581.462891
	Iteration 6F: 3 clusters Score -6234690 nChanged 5679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24732 members 
Mstep: Class 2 contains 52375 members 
Entering Unmasked Estep 
Score: -6238897.000000 Penalty: 5581.462891
	Iteration 7F: 3 clusters Score -6238897 nChanged 5756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20322 members 
Mstep: Class 2 contains 56785 members 
Entering Unmasked Estep 
Score: -6243549.000000 Penalty: 5581.462891
	Iteration 8F: 3 clusters Score -6243549 nChanged 4864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 60633 members 
Entering Unmasked Estep 
Score: -6247374.000000 Penalty: 5581.462891
	Iteration 9F: 3 clusters Score -6247374 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 63445 members 
Entering Unmasked Estep 
Score: -6250098.500000 Penalty: 5581.462891
	Iteration 10Q: 3 clusters Score -6250098 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 65458 members 
Entering Unmasked Estep 
Score: -6251817.500000 Penalty: 5581.462891
	Iteration 11Q: 3 clusters Score -6251818 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 66874 members 
Entering Unmasked Estep 
Score: -6252841.000000 Penalty: 5581.462891
	Iteration 12Q: 3 clusters Score -6252841 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 67941 members 
Entering Unmasked Estep 
Score: -6253514.000000 Penalty: 5581.462891
	Iteration 13Q: 3 clusters Score -6253514 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 68823 members 
Entering Unmasked Estep 
Score: -6253931.500000 Penalty: 5581.462891
	Iteration 14Q: 3 clusters Score -6253932 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 69616 members 
Entering Unmasked Estep 
Score: -6254276.500000 Penalty: 5581.462891
	Iteration 15Q: 3 clusters Score -6254276 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 70353 members 
Entering Unmasked Estep 
Score: -6254597.500000 Penalty: 5581.462891
	Iteration 16Q: 3 clusters Score -6254598 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 70992 members 
Entering Unmasked Estep 
Score: -6254809.500000 Penalty: 5581.462891
	Iteration 17Q: 3 clusters Score -6254810 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 71542 members 
Entering Unmasked Estep 
Score: -6255081.000000 Penalty: 5581.462891
	Iteration 18Q: 3 clusters Score -6255081 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 72013 members 
Entering Unmasked Estep 
Score: -6255231.000000 Penalty: 5581.462891
	Iteration 19Q: 3 clusters Score -6255231 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 72426 members 
Entering Unmasked Estep 
Score: -6255319.500000 Penalty: 5581.462891
	Iteration 20F: 3 clusters Score -6255320 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 72801 members 
Entering Unmasked Estep 
Score: -6255477.500000 Penalty: 5581.462891
	Iteration 21Q: 3 clusters Score -6255478 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 73136 members 
Entering Unmasked Estep 
Score: -6255569.500000 Penalty: 5581.462891
	Iteration 22Q: 3 clusters Score -6255570 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 73395 members 
Entering Unmasked Estep 
Score: -6255661.000000 Penalty: 5581.462891
	Iteration 23Q: 3 clusters Score -6255661 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 73645 members 
Entering Unmasked Estep 
Score: -6255708.000000 Penalty: 5581.462891
	Iteration 24Q: 3 clusters Score -6255708 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 73848 members 
Entering Unmasked Estep 
Score: -6255766.000000 Penalty: 5581.462891
	Iteration 25Q: 3 clusters Score -6255766 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 74012 members 
Entering Unmasked Estep 
Score: -6255845.000000 Penalty: 5581.462891
	Iteration 26Q: 3 clusters Score -6255845 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 74162 members 
Entering Unmasked Estep 
Score: -6255869.000000 Penalty: 5581.462891
	Iteration 27Q: 3 clusters Score -6255869 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 74308 members 
Entering Unmasked Estep 
Score: -6255910.500000 Penalty: 5581.462891
	Iteration 28Q: 3 clusters Score -6255910 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 74438 members 
Entering Unmasked Estep 
Score: -6255953.000000 Penalty: 5581.462891
	Iteration 29Q: 3 clusters Score -6255953 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 74545 members 
Entering Unmasked Estep 
Score: -6255975.500000 Penalty: 5581.462891
	Iteration 30Q: 3 clusters Score -6255976 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 74630 members 
Entering Unmasked Estep 
Score: -6256002.500000 Penalty: 5581.462891
	Iteration 31Q: 3 clusters Score -6256002 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 74707 members 
Entering Unmasked Estep 
Score: -6256010.500000 Penalty: 5581.462891
	Iteration 32Q: 3 clusters Score -6256010 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 74772 members 
Entering Unmasked Estep 
Score: -6256033.000000 Penalty: 5581.462891
	Iteration 33Q: 3 clusters Score -6256033 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 74831 members 
Entering Unmasked Estep 
Score: -6256045.500000 Penalty: 5581.462891
	Iteration 34Q: 3 clusters Score -6256046 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 74889 members 
Entering Unmasked Estep 
Score: -6256062.000000 Penalty: 5581.462891
	Iteration 35Q: 3 clusters Score -6256062 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 74942 members 
Entering Unmasked Estep 
Score: -6256074.000000 Penalty: 5581.462891
	Iteration 36Q: 3 clusters Score -6256074 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 74999 members 
Entering Unmasked Estep 
Score: -6256076.000000 Penalty: 5581.462891
	Iteration 37Q: 3 clusters Score -6256076 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 75050 members 
Entering Unmasked Estep 
Score: -6256092.000000 Penalty: 5581.462891
	Iteration 38Q: 3 clusters Score -6256092 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 75091 members 
Entering Unmasked Estep 
Score: -6256085.500000 Penalty: 5581.462891
	Iteration 39Q: 3 clusters Score -6256086 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 75117 members 
Entering Unmasked Estep 
Score: -6256101.000000 Penalty: 5581.462891
	Iteration 40F: 3 clusters Score -6256101 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 75137 members 
Entering Unmasked Estep 
Score: -6256092.000000 Penalty: 5581.462891
	Iteration 41Q: 3 clusters Score -6256092 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 75163 members 
Entering Unmasked Estep 
Score: -6256106.000000 Penalty: 5581.462891
	Iteration 42Q: 3 clusters Score -6256106 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 75178 members 
Entering Unmasked Estep 
Score: -6256104.000000 Penalty: 5581.462891
	Iteration 43Q: 3 clusters Score -6256104 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 75191 members 
Entering Unmasked Estep 
Score: -6256112.500000 Penalty: 5581.462891
	Iteration 44Q: 3 clusters Score -6256112 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 75203 members 
Entering Unmasked Estep 
Score: -6256106.500000 Penalty: 5581.462891
	Iteration 45Q: 3 clusters Score -6256106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 75210 members 
Entering Unmasked Estep 
Score: -6256102.500000 Penalty: 5581.462891
	Iteration 46Q: 3 clusters Score -6256102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 75216 members 
Entering Unmasked Estep 
Score: -6256111.000000 Penalty: 5581.462891
	Iteration 47Q: 3 clusters Score -6256111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 75218 members 
Entering Unmasked Estep 
Score: -6256109.000000 Penalty: 5581.462891
	Iteration 48Q: 3 clusters Score -6256109 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 75219 members 
Entering Unmasked Estep 
Score: -6256111.000000 Penalty: 5581.462891
	Iteration 49Q: 3 clusters Score -6256111 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 75219 members 
Entering Unmasked Estep 
Score: -6256111.000000 Penalty: 5581.462891
	Iteration 50F: 3 clusters Score -6256111 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Entering Unmasked Estep 
Score: -293370.875000 Penalty: 2088.656738
	Iteration 0F: 2 clusters Score -293370.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -289123.375000 Penalty: 4177.313477
	Iteration 0F: 3 clusters Score -289123.4 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -290109.718750 Penalty: 4177.313477
	Iteration 1F: 3 clusters Score -290109.7 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -290417.187500 Penalty: 4177.313477
	Iteration 2F: 3 clusters Score -290417.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -290719.312500 Penalty: 4177.313477
	Iteration 3F: 3 clusters Score -290719.3 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -291096.875000 Penalty: 4177.313477
	Iteration 4F: 3 clusters Score -291096.9 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -291589.437500 Penalty: 4177.313477
	Iteration 5F: 3 clusters Score -291589.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -292082.843750 Penalty: 4177.313477
	Iteration 6F: 3 clusters Score -292082.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -292473.000000 Penalty: 4177.313477
	Iteration 7F: 3 clusters Score -292473 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -292680.406250 Penalty: 4177.313477
	Iteration 8Q: 3 clusters Score -292680.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -292804.687500 Penalty: 4177.313477
	Iteration 9Q: 3 clusters Score -292804.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -292872.218750 Penalty: 4177.313477
	Iteration 10Q: 3 clusters Score -292872.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -292911.718750 Penalty: 4177.313477
	Iteration 11Q: 3 clusters Score -292911.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -292949.000000 Penalty: 4177.313477
	Iteration 12Q: 3 clusters Score -292949 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -292985.093750 Penalty: 4177.313477
	Iteration 13Q: 3 clusters Score -292985.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -293014.343750 Penalty: 4177.313477
	Iteration 14Q: 3 clusters Score -293014.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -293037.437500 Penalty: 4177.313477
	Iteration 15Q: 3 clusters Score -293037.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -293056.562500 Penalty: 4177.313477
	Iteration 16Q: 3 clusters Score -293056.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -293071.343750 Penalty: 4177.313477
	Iteration 17Q: 3 clusters Score -293071.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -293083.312500 Penalty: 4177.313477
	Iteration 18Q: 3 clusters Score -293083.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -293097.593750 Penalty: 4177.313477
	Iteration 19Q: 3 clusters Score -293097.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -293111.187500 Penalty: 4177.313477
	Iteration 20F: 3 clusters Score -293111.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -293120.187500 Penalty: 4177.313477
	Iteration 21Q: 3 clusters Score -293120.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -293128.343750 Penalty: 4177.313477
	Iteration 22Q: 3 clusters Score -293128.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -293138.468750 Penalty: 4177.313477
	Iteration 23Q: 3 clusters Score -293138.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -293152.406250 Penalty: 4177.313477
	Iteration 24Q: 3 clusters Score -293152.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -293166.437500 Penalty: 4177.313477
	Iteration 25Q: 3 clusters Score -293166.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -293184.625000 Penalty: 4177.313477
	Iteration 26Q: 3 clusters Score -293184.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -293208.062500 Penalty: 4177.313477
	Iteration 27Q: 3 clusters Score -293208.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -293238.750000 Penalty: 4177.313477
	Iteration 28Q: 3 clusters Score -293238.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -293266.531250 Penalty: 4177.313477
	Iteration 29Q: 3 clusters Score -293266.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -293292.468750 Penalty: 4177.313477
	Iteration 30Q: 3 clusters Score -293292.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -293317.250000 Penalty: 4177.313477
	Iteration 31Q: 3 clusters Score -293317.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -293336.812500 Penalty: 4177.313477
	Iteration 32Q: 3 clusters Score -293336.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -293358.968750 Penalty: 4177.313477
	Iteration 33Q: 3 clusters Score -293359 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -293379.125000 Penalty: 4177.313477
	Iteration 34Q: 3 clusters Score -293379.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -293396.625000 Penalty: 4177.313477
	Iteration 35Q: 3 clusters Score -293396.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -293408.343750 Penalty: 4177.313477
	Iteration 36Q: 3 clusters Score -293408.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -293415.656250 Penalty: 4177.313477
	Iteration 37Q: 3 clusters Score -293415.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -293419.750000 Penalty: 4177.313477
	Iteration 38Q: 3 clusters Score -293419.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -293423.937500 Penalty: 4177.313477
	Iteration 39Q: 3 clusters Score -293423.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -293425.937500 Penalty: 4177.313477
	Iteration 40F: 3 clusters Score -293425.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -293426.843750 Penalty: 4177.313477
	Iteration 41Q: 3 clusters Score -293426.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -293429.062500 Penalty: 4177.313477
	Iteration 42Q: 3 clusters Score -293429.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -293430.437500 Penalty: 4177.313477
	Iteration 43Q: 3 clusters Score -293430.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -293431.343750 Penalty: 4177.313477
	Iteration 44Q: 3 clusters Score -293431.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -293430.843750 Penalty: 4177.313477
	Iteration 45Q: 3 clusters Score -293430.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -293431.250000 Penalty: 4177.313477
	Iteration 46Q: 3 clusters Score -293431.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -293431.250000 Penalty: 4177.313477
	Iteration 47F: 3 clusters Score -293431.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8427 members 
Mstep: Class 4 contains 3240 members 
Mstep: Class 5 contains 17447 members 
Mstep: Class 6 contains 28426 members 
Mstep: Class 7 contains 19092 members 
Mstep: Class 8 contains 6517 members 
Mstep: Class 9 contains 60174 members 
Mstep: Class 10 contains 70280 members 
Mstep: Class 11 contains 6060 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14277 members 
Mstep: Class 14 contains 4791 members 
Mstep: Class 15 contains 7829 members 
Mstep: Class 16 contains 6145 members 
Mstep: Class 17 contains 153508 members 
Mstep: Class 18 contains 7440 members 
Mstep: Class 19 contains 39814 members 
Mstep: Class 20 contains 23969 members 
Mstep: Class 21 contains 6200 members 
Mstep: Class 22 contains 4035 members 
Mstep: Class 23 contains 77107 members 
Mstep: Class 24 contains 2516 members 
Mstep: Class 25 contains 5003 members 
Mstep: Class 26 contains 64174 members 
Mstep: Class 27 contains 4508 members 
Mstep: Class 28 contains 120019 members 
Mstep: Class 29 contains 13740 members 
Mstep: Class 30 contains 44912 members 
Mstep: Class 31 contains 26492 members 
Mstep: Class 32 contains 1208 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 71918 members 
Mstep: Class 35 contains 515156 members 
Mstep: Class 36 contains 2030 members 
Entering Unmasked Estep 
Score: -111983256.000000 Penalty: 126742.460938
Splitting cluster 24 changes total score from -111984568.000000 to -111983256.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (5003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Entering Unmasked Estep 
Score: -392731.125000 Penalty: 2112.412598
	Iteration 0F: 2 clusters Score -392731.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -388259.875000 Penalty: 4224.825195
	Iteration 0F: 3 clusters Score -388259.9 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -389390.625000 Penalty: 4224.825195
	Iteration 1F: 3 clusters Score -389390.6 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -389622.750000 Penalty: 4224.825195
	Iteration 2F: 3 clusters Score -389622.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -389756.312500 Penalty: 4224.825195
	Iteration 3Q: 3 clusters Score -389756.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -389865.406250 Penalty: 4224.825195
	Iteration 4Q: 3 clusters Score -389865.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -389950.312500 Penalty: 4224.825195
	Iteration 5Q: 3 clusters Score -389950.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -390007.156250 Penalty: 4224.825195
	Iteration 6Q: 3 clusters Score -390007.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -390057.406250 Penalty: 4224.825195
	Iteration 7Q: 3 clusters Score -390057.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -390112.000000 Penalty: 4224.825195
	Iteration 8Q: 3 clusters Score -390112 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -390164.156250 Penalty: 4224.825195
	Iteration 9Q: 3 clusters Score -390164.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -390203.343750 Penalty: 4224.825195
	Iteration 10Q: 3 clusters Score -390203.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -390242.500000 Penalty: 4224.825195
	Iteration 11Q: 3 clusters Score -390242.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -390294.875000 Penalty: 4224.825195
	Iteration 12Q: 3 clusters Score -390294.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -390351.562500 Penalty: 4224.825195
	Iteration 13Q: 3 clusters Score -390351.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -390400.312500 Penalty: 4224.825195
	Iteration 14Q: 3 clusters Score -390400.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -390453.781250 Penalty: 4224.825195
	Iteration 15Q: 3 clusters Score -390453.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -390508.968750 Penalty: 4224.825195
	Iteration 16Q: 3 clusters Score -390509 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -390573.187500 Penalty: 4224.825195
	Iteration 17Q: 3 clusters Score -390573.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -390626.031250 Penalty: 4224.825195
	Iteration 18Q: 3 clusters Score -390626 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -390663.812500 Penalty: 4224.825195
	Iteration 19Q: 3 clusters Score -390663.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -390685.093750 Penalty: 4224.825195
	Iteration 20F: 3 clusters Score -390685.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -390700.468750 Penalty: 4224.825195
	Iteration 21Q: 3 clusters Score -390700.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -390712.906250 Penalty: 4224.825195
	Iteration 22Q: 3 clusters Score -390712.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -390726.031250 Penalty: 4224.825195
	Iteration 23Q: 3 clusters Score -390726 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -390734.812500 Penalty: 4224.825195
	Iteration 24Q: 3 clusters Score -390734.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -390740.062500 Penalty: 4224.825195
	Iteration 25Q: 3 clusters Score -390740.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -390745.375000 Penalty: 4224.825195
	Iteration 26Q: 3 clusters Score -390745.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -390749.531250 Penalty: 4224.825195
	Iteration 27Q: 3 clusters Score -390749.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -390751.625000 Penalty: 4224.825195
	Iteration 28Q: 3 clusters Score -390751.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -390755.218750 Penalty: 4224.825195
	Iteration 29Q: 3 clusters Score -390755.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -390757.437500 Penalty: 4224.825195
	Iteration 30Q: 3 clusters Score -390757.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -390758.687500 Penalty: 4224.825195
	Iteration 31Q: 3 clusters Score -390758.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -390760.843750 Penalty: 4224.825195
	Iteration 32Q: 3 clusters Score -390760.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -390762.781250 Penalty: 4224.825195
	Iteration 33Q: 3 clusters Score -390762.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -390764.250000 Penalty: 4224.825195
	Iteration 34Q: 3 clusters Score -390764.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -390766.250000 Penalty: 4224.825195
	Iteration 35Q: 3 clusters Score -390766.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -390769.593750 Penalty: 4224.825195
	Iteration 36Q: 3 clusters Score -390769.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -390772.718750 Penalty: 4224.825195
	Iteration 37Q: 3 clusters Score -390772.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -390776.406250 Penalty: 4224.825195
	Iteration 38Q: 3 clusters Score -390776.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -390782.312500 Penalty: 4224.825195
	Iteration 39Q: 3 clusters Score -390782.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -390787.468750 Penalty: 4224.825195
	Iteration 40F: 3 clusters Score -390787.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -390792.593750 Penalty: 4224.825195
	Iteration 41Q: 3 clusters Score -390792.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -390798.093750 Penalty: 4224.825195
	Iteration 42Q: 3 clusters Score -390798.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -390799.968750 Penalty: 4224.825195
	Iteration 43Q: 3 clusters Score -390800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -390804.343750 Penalty: 4224.825195
	Iteration 44Q: 3 clusters Score -390804.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -390805.218750 Penalty: 4224.825195
	Iteration 45Q: 3 clusters Score -390805.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -390807.531250 Penalty: 4224.825195
	Iteration 46Q: 3 clusters Score -390807.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -390810.968750 Penalty: 4224.825195
	Iteration 47Q: 3 clusters Score -390811 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -390813.250000 Penalty: 4224.825195
	Iteration 48Q: 3 clusters Score -390813.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -390816.375000 Penalty: 4224.825195
	Iteration 49Q: 3 clusters Score -390816.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -390821.531250 Penalty: 4224.825195
	Iteration 50Q: 3 clusters Score -390821.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -390825.656250 Penalty: 4224.825195
	Iteration 51Q: 3 clusters Score -390825.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -390829.468750 Penalty: 4224.825195
	Iteration 52Q: 3 clusters Score -390829.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -390831.812500 Penalty: 4224.825195
	Iteration 53Q: 3 clusters Score -390831.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -390834.781250 Penalty: 4224.825195
	Iteration 54Q: 3 clusters Score -390834.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -390836.343750 Penalty: 4224.825195
	Iteration 55Q: 3 clusters Score -390836.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -390838.312500 Penalty: 4224.825195
	Iteration 56Q: 3 clusters Score -390838.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -390839.250000 Penalty: 4224.825195
	Iteration 57Q: 3 clusters Score -390839.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -390840.468750 Penalty: 4224.825195
	Iteration 58Q: 3 clusters Score -390840.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -390842.656250 Penalty: 4224.825195
	Iteration 59Q: 3 clusters Score -390842.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -390843.593750 Penalty: 4224.825195
	Iteration 60F: 3 clusters Score -390843.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -390844.312500 Penalty: 4224.825195
	Iteration 61Q: 3 clusters Score -390844.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -390845.187500 Penalty: 4224.825195
	Iteration 62Q: 3 clusters Score -390845.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -390846.000000 Penalty: 4224.825195
	Iteration 63Q: 3 clusters Score -390846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -390847.125000 Penalty: 4224.825195
	Iteration 64Q: 3 clusters Score -390847.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -390848.093750 Penalty: 4224.825195
	Iteration 65Q: 3 clusters Score -390848.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -390848.750000 Penalty: 4224.825195
	Iteration 66Q: 3 clusters Score -390848.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -390850.968750 Penalty: 4224.825195
	Iteration 67Q: 3 clusters Score -390851 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -390852.500000 Penalty: 4224.825195
	Iteration 68Q: 3 clusters Score -390852.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -390854.218750 Penalty: 4224.825195
	Iteration 69Q: 3 clusters Score -390854.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -390855.031250 Penalty: 4224.825195
	Iteration 70Q: 3 clusters Score -390855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -390856.531250 Penalty: 4224.825195
	Iteration 71Q: 3 clusters Score -390856.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -390856.500000 Penalty: 4224.825195
	Iteration 72Q: 3 clusters Score -390856.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -390856.500000 Penalty: 4224.825195
	Iteration 73F: 3 clusters Score -390856.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (64174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64174 members 
Entering Unmasked Estep 
Score: -4916066.000000 Penalty: 2745.199463
	Iteration 0F: 2 clusters Score -4916066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32047 members 
Mstep: Class 2 contains 32127 members 
Entering Unmasked Estep 
Score: -4873034.000000 Penalty: 5490.398926
	Iteration 0F: 3 clusters Score -4873034 nChanged 30016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31543 members 
Mstep: Class 2 contains 32631 members 
Entering Unmasked Estep 
Score: -4889895.500000 Penalty: 5490.398926
	Iteration 1F: 3 clusters Score -4889896 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31217 members 
Mstep: Class 2 contains 32957 members 
Entering Unmasked Estep 
Score: -4890653.500000 Penalty: 5490.398926
	Iteration 2Q: 3 clusters Score -4890654 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30739 members 
Mstep: Class 2 contains 33435 members 
Entering Unmasked Estep 
Score: -4891483.500000 Penalty: 5490.398926
	Iteration 3Q: 3 clusters Score -4891484 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30017 members 
Mstep: Class 2 contains 34157 members 
Entering Unmasked Estep 
Score: -4892453.500000 Penalty: 5490.398926
	Iteration 4Q: 3 clusters Score -4892454 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29088 members 
Mstep: Class 2 contains 35086 members 
Entering Unmasked Estep 
Score: -4893682.000000 Penalty: 5490.398926
	Iteration 5Q: 3 clusters Score -4893682 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27864 members 
Mstep: Class 2 contains 36310 members 
Entering Unmasked Estep 
Score: -4895254.500000 Penalty: 5490.398926
	Iteration 6Q: 3 clusters Score -4895254 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26439 members 
Mstep: Class 2 contains 37735 members 
Entering Unmasked Estep 
Score: -4897119.500000 Penalty: 5490.398926
	Iteration 7F: 3 clusters Score -4897120 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24943 members 
Mstep: Class 2 contains 39231 members 
Entering Unmasked Estep 
Score: -4899363.500000 Penalty: 5490.398926
	Iteration 8F: 3 clusters Score -4899364 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23395 members 
Mstep: Class 2 contains 40779 members 
Entering Unmasked Estep 
Score: -4901791.000000 Penalty: 5490.398926
	Iteration 9F: 3 clusters Score -4901791 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21993 members 
Mstep: Class 2 contains 42181 members 
Entering Unmasked Estep 
Score: -4904177.500000 Penalty: 5490.398926
	Iteration 10F: 3 clusters Score -4904178 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20771 members 
Mstep: Class 2 contains 43403 members 
Entering Unmasked Estep 
Score: -4906408.500000 Penalty: 5490.398926
	Iteration 11Q: 3 clusters Score -4906408 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19779 members 
Mstep: Class 2 contains 44395 members 
Entering Unmasked Estep 
Score: -4908045.000000 Penalty: 5490.398926
	Iteration 12Q: 3 clusters Score -4908045 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18902 members 
Mstep: Class 2 contains 45272 members 
Entering Unmasked Estep 
Score: -4909020.500000 Penalty: 5490.398926
	Iteration 13Q: 3 clusters Score -4909020 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18135 members 
Mstep: Class 2 contains 46039 members 
Entering Unmasked Estep 
Score: -4909627.500000 Penalty: 5490.398926
	Iteration 14Q: 3 clusters Score -4909628 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17404 members 
Mstep: Class 2 contains 46770 members 
Entering Unmasked Estep 
Score: -4910021.500000 Penalty: 5490.398926
	Iteration 15Q: 3 clusters Score -4910022 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16629 members 
Mstep: Class 2 contains 47545 members 
Entering Unmasked Estep 
Score: -4910361.000000 Penalty: 5490.398926
	Iteration 16Q: 3 clusters Score -4910361 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15874 members 
Mstep: Class 2 contains 48300 members 
Entering Unmasked Estep 
Score: -4910647.500000 Penalty: 5490.398926
	Iteration 17Q: 3 clusters Score -4910648 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 49008 members 
Entering Unmasked Estep 
Score: -4910911.500000 Penalty: 5490.398926
	Iteration 18Q: 3 clusters Score -4910912 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 49671 members 
Entering Unmasked Estep 
Score: -4911147.000000 Penalty: 5490.398926
	Iteration 19Q: 3 clusters Score -4911147 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 50289 members 
Entering Unmasked Estep 
Score: -4911331.500000 Penalty: 5490.398926
	Iteration 20F: 3 clusters Score -4911332 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 50882 members 
Entering Unmasked Estep 
Score: -4911564.500000 Penalty: 5490.398926
	Iteration 21Q: 3 clusters Score -4911564 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 51425 members 
Entering Unmasked Estep 
Score: -4911780.500000 Penalty: 5490.398926
	Iteration 22Q: 3 clusters Score -4911780 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 51965 members 
Entering Unmasked Estep 
Score: -4911930.500000 Penalty: 5490.398926
	Iteration 23Q: 3 clusters Score -4911930 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 52452 members 
Entering Unmasked Estep 
Score: -4912074.500000 Penalty: 5490.398926
	Iteration 24Q: 3 clusters Score -4912074 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 52918 members 
Entering Unmasked Estep 
Score: -4912213.500000 Penalty: 5490.398926
	Iteration 25Q: 3 clusters Score -4912214 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 53360 members 
Entering Unmasked Estep 
Score: -4912336.500000 Penalty: 5490.398926
	Iteration 26Q: 3 clusters Score -4912336 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 53764 members 
Entering Unmasked Estep 
Score: -4912429.000000 Penalty: 5490.398926
	Iteration 27Q: 3 clusters Score -4912429 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 54179 members 
Entering Unmasked Estep 
Score: -4912547.000000 Penalty: 5490.398926
	Iteration 28Q: 3 clusters Score -4912547 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 54577 members 
Entering Unmasked Estep 
Score: -4912638.000000 Penalty: 5490.398926
	Iteration 29Q: 3 clusters Score -4912638 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 55001 members 
Entering Unmasked Estep 
Score: -4912761.500000 Penalty: 5490.398926
	Iteration 30Q: 3 clusters Score -4912762 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 55396 members 
Entering Unmasked Estep 
Score: -4912878.000000 Penalty: 5490.398926
	Iteration 31Q: 3 clusters Score -4912878 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 55780 members 
Entering Unmasked Estep 
Score: -4912971.500000 Penalty: 5490.398926
	Iteration 32Q: 3 clusters Score -4912972 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 56147 members 
Entering Unmasked Estep 
Score: -4913072.000000 Penalty: 5490.398926
	Iteration 33Q: 3 clusters Score -4913072 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 56492 members 
Entering Unmasked Estep 
Score: -4913184.000000 Penalty: 5490.398926
	Iteration 34Q: 3 clusters Score -4913184 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 56842 members 
Entering Unmasked Estep 
Score: -4913274.500000 Penalty: 5490.398926
	Iteration 35Q: 3 clusters Score -4913274 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 57180 members 
Entering Unmasked Estep 
Score: -4913377.500000 Penalty: 5490.398926
	Iteration 36Q: 3 clusters Score -4913378 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 57513 members 
Entering Unmasked Estep 
Score: -4913471.500000 Penalty: 5490.398926
	Iteration 37Q: 3 clusters Score -4913472 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 57827 members 
Entering Unmasked Estep 
Score: -4913546.000000 Penalty: 5490.398926
	Iteration 38Q: 3 clusters Score -4913546 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 58114 members 
Entering Unmasked Estep 
Score: -4913623.000000 Penalty: 5490.398926
	Iteration 39Q: 3 clusters Score -4913623 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 58357 members 
Entering Unmasked Estep 
Score: -4913703.000000 Penalty: 5490.398926
	Iteration 40F: 3 clusters Score -4913703 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 58588 members 
Entering Unmasked Estep 
Score: -4913773.500000 Penalty: 5490.398926
	Iteration 41Q: 3 clusters Score -4913774 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 58807 members 
Entering Unmasked Estep 
Score: -4913822.000000 Penalty: 5490.398926
	Iteration 42Q: 3 clusters Score -4913822 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 59026 members 
Entering Unmasked Estep 
Score: -4913887.500000 Penalty: 5490.398926
	Iteration 43Q: 3 clusters Score -4913888 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 59217 members 
Entering Unmasked Estep 
Score: -4913916.000000 Penalty: 5490.398926
	Iteration 44Q: 3 clusters Score -4913916 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 59387 members 
Entering Unmasked Estep 
Score: -4913965.500000 Penalty: 5490.398926
	Iteration 45Q: 3 clusters Score -4913966 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 59547 members 
Entering Unmasked Estep 
Score: -4914015.500000 Penalty: 5490.398926
	Iteration 46Q: 3 clusters Score -4914016 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 59711 members 
Entering Unmasked Estep 
Score: -4914063.000000 Penalty: 5490.398926
	Iteration 47Q: 3 clusters Score -4914063 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 59874 members 
Entering Unmasked Estep 
Score: -4914111.000000 Penalty: 5490.398926
	Iteration 48Q: 3 clusters Score -4914111 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 60006 members 
Entering Unmasked Estep 
Score: -4914118.500000 Penalty: 5490.398926
	Iteration 49Q: 3 clusters Score -4914118 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 60125 members 
Entering Unmasked Estep 
Score: -4914164.000000 Penalty: 5490.398926
	Iteration 50Q: 3 clusters Score -4914164 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 60232 members 
Entering Unmasked Estep 
Score: -4914183.000000 Penalty: 5490.398926
	Iteration 51Q: 3 clusters Score -4914183 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 60306 members 
Entering Unmasked Estep 
Score: -4914206.000000 Penalty: 5490.398926
	Iteration 52Q: 3 clusters Score -4914206 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 60371 members 
Entering Unmasked Estep 
Score: -4914216.500000 Penalty: 5490.398926
	Iteration 53Q: 3 clusters Score -4914216 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 60418 members 
Entering Unmasked Estep 
Score: -4914233.000000 Penalty: 5490.398926
	Iteration 54Q: 3 clusters Score -4914233 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 60472 members 
Entering Unmasked Estep 
Score: -4914245.500000 Penalty: 5490.398926
	Iteration 55Q: 3 clusters Score -4914246 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 60511 members 
Entering Unmasked Estep 
Score: -4914244.000000 Penalty: 5490.398926
	Iteration 56Q: 3 clusters Score -4914244 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 60557 members 
Entering Unmasked Estep 
Score: -4914246.000000 Penalty: 5490.398926
	Iteration 57Q: 3 clusters Score -4914246 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 60592 members 
Entering Unmasked Estep 
Score: -4914253.000000 Penalty: 5490.398926
	Iteration 58Q: 3 clusters Score -4914253 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 60628 members 
Entering Unmasked Estep 
Score: -4914254.500000 Penalty: 5490.398926
	Iteration 59Q: 3 clusters Score -4914254 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 60668 members 
Entering Unmasked Estep 
Score: -4914266.000000 Penalty: 5490.398926
	Iteration 60F: 3 clusters Score -4914266 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 60704 members 
Entering Unmasked Estep 
Score: -4914271.500000 Penalty: 5490.398926
	Iteration 61Q: 3 clusters Score -4914272 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 60735 members 
Entering Unmasked Estep 
Score: -4914274.000000 Penalty: 5490.398926
	Iteration 62Q: 3 clusters Score -4914274 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 60756 members 
Entering Unmasked Estep 
Score: -4914281.500000 Penalty: 5490.398926
	Iteration 63Q: 3 clusters Score -4914282 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 60783 members 
Entering Unmasked Estep 
Score: -4914295.000000 Penalty: 5490.398926
	Iteration 64Q: 3 clusters Score -4914295 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 60813 members 
Entering Unmasked Estep 
Score: -4914290.000000 Penalty: 5490.398926
	Iteration 65Q: 3 clusters Score -4914290 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 60840 members 
Entering Unmasked Estep 
Score: -4914293.500000 Penalty: 5490.398926
	Iteration 66Q: 3 clusters Score -4914294 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 60861 members 
Entering Unmasked Estep 
Score: -4914299.000000 Penalty: 5490.398926
	Iteration 67Q: 3 clusters Score -4914299 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 60881 members 
Entering Unmasked Estep 
Score: -4914306.500000 Penalty: 5490.398926
	Iteration 68Q: 3 clusters Score -4914306 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 60907 members 
Entering Unmasked Estep 
Score: -4914303.000000 Penalty: 5490.398926
	Iteration 69Q: 3 clusters Score -4914303 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 60932 members 
Entering Unmasked Estep 
Score: -4914305.500000 Penalty: 5490.398926
	Iteration 70Q: 3 clusters Score -4914306 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 60948 members 
Entering Unmasked Estep 
Score: -4914303.500000 Penalty: 5490.398926
	Iteration 71Q: 3 clusters Score -4914304 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 60959 members 
Entering Unmasked Estep 
Score: -4914303.500000 Penalty: 5490.398926
	Iteration 72Q: 3 clusters Score -4914304 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 60969 members 
Entering Unmasked Estep 
Score: -4914305.000000 Penalty: 5490.398926
	Iteration 73Q: 3 clusters Score -4914305 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 60975 members 
Entering Unmasked Estep 
Score: -4914310.500000 Penalty: 5490.398926
	Iteration 74Q: 3 clusters Score -4914310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 60982 members 
Entering Unmasked Estep 
Score: -4914309.500000 Penalty: 5490.398926
	Iteration 75Q: 3 clusters Score -4914310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 60983 members 
Entering Unmasked Estep 
Score: -4914308.500000 Penalty: 5490.398926
	Iteration 76Q: 3 clusters Score -4914308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 60984 members 
Entering Unmasked Estep 
Score: -4914307.000000 Penalty: 5490.398926
	Iteration 77Q: 3 clusters Score -4914307 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 60984 members 
Entering Unmasked Estep 
Score: -4914307.000000 Penalty: 5490.398926
	Iteration 78F: 3 clusters Score -4914307 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Entering Unmasked Estep 
Score: -332801.562500 Penalty: 2086.574951
	Iteration 0F: 2 clusters Score -332801.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -328575.875000 Penalty: 4173.149902
	Iteration 0F: 3 clusters Score -328575.9 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -329566.531250 Penalty: 4173.149902
	Iteration 1F: 3 clusters Score -329566.5 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -329775.125000 Penalty: 4173.149902
	Iteration 2F: 3 clusters Score -329775.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -329900.531250 Penalty: 4173.149902
	Iteration 3F: 3 clusters Score -329900.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -330001.781250 Penalty: 4173.149902
	Iteration 4Q: 3 clusters Score -330001.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -330081.281250 Penalty: 4173.149902
	Iteration 5Q: 3 clusters Score -330081.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -330142.187500 Penalty: 4173.149902
	Iteration 6Q: 3 clusters Score -330142.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -330201.281250 Penalty: 4173.149902
	Iteration 7Q: 3 clusters Score -330201.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -330264.281250 Penalty: 4173.149902
	Iteration 8Q: 3 clusters Score -330264.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -330344.218750 Penalty: 4173.149902
	Iteration 9Q: 3 clusters Score -330344.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -330434.031250 Penalty: 4173.149902
	Iteration 10Q: 3 clusters Score -330434 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -330504.375000 Penalty: 4173.149902
	Iteration 11Q: 3 clusters Score -330504.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -330570.281250 Penalty: 4173.149902
	Iteration 12Q: 3 clusters Score -330570.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -330615.875000 Penalty: 4173.149902
	Iteration 13Q: 3 clusters Score -330615.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -330659.781250 Penalty: 4173.149902
	Iteration 14Q: 3 clusters Score -330659.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -330700.031250 Penalty: 4173.149902
	Iteration 15Q: 3 clusters Score -330700 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -330729.093750 Penalty: 4173.149902
	Iteration 16Q: 3 clusters Score -330729.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -330766.843750 Penalty: 4173.149902
	Iteration 17Q: 3 clusters Score -330766.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -330806.187500 Penalty: 4173.149902
	Iteration 18Q: 3 clusters Score -330806.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -330840.968750 Penalty: 4173.149902
	Iteration 19Q: 3 clusters Score -330841 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -330878.000000 Penalty: 4173.149902
	Iteration 20F: 3 clusters Score -330878 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -330916.718750 Penalty: 4173.149902
	Iteration 21Q: 3 clusters Score -330916.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -330966.406250 Penalty: 4173.149902
	Iteration 22Q: 3 clusters Score -330966.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -331021.781250 Penalty: 4173.149902
	Iteration 23Q: 3 clusters Score -331021.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -331083.625000 Penalty: 4173.149902
	Iteration 24Q: 3 clusters Score -331083.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -331138.687500 Penalty: 4173.149902
	Iteration 25Q: 3 clusters Score -331138.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -331185.781250 Penalty: 4173.149902
	Iteration 26Q: 3 clusters Score -331185.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -331239.187500 Penalty: 4173.149902
	Iteration 27Q: 3 clusters Score -331239.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -331281.937500 Penalty: 4173.149902
	Iteration 28Q: 3 clusters Score -331281.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -331326.906250 Penalty: 4173.149902
	Iteration 29Q: 3 clusters Score -331326.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -331382.062500 Penalty: 4173.149902
	Iteration 30Q: 3 clusters Score -331382.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -331457.062500 Penalty: 4173.149902
	Iteration 31Q: 3 clusters Score -331457.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -331526.156250 Penalty: 4173.149902
	Iteration 32Q: 3 clusters Score -331526.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -331589.187500 Penalty: 4173.149902
	Iteration 33Q: 3 clusters Score -331589.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -331644.250000 Penalty: 4173.149902
	Iteration 34Q: 3 clusters Score -331644.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -331695.406250 Penalty: 4173.149902
	Iteration 35Q: 3 clusters Score -331695.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -331741.187500 Penalty: 4173.149902
	Iteration 36Q: 3 clusters Score -331741.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -331779.625000 Penalty: 4173.149902
	Iteration 37Q: 3 clusters Score -331779.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -331809.687500 Penalty: 4173.149902
	Iteration 38Q: 3 clusters Score -331809.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -331835.968750 Penalty: 4173.149902
	Iteration 39Q: 3 clusters Score -331836 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -331862.125000 Penalty: 4173.149902
	Iteration 40F: 3 clusters Score -331862.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -331883.000000 Penalty: 4173.149902
	Iteration 41Q: 3 clusters Score -331883 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -331899.812500 Penalty: 4173.149902
	Iteration 42Q: 3 clusters Score -331899.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -331911.656250 Penalty: 4173.149902
	Iteration 43Q: 3 clusters Score -331911.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -331928.250000 Penalty: 4173.149902
	Iteration 44Q: 3 clusters Score -331928.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -331938.718750 Penalty: 4173.149902
	Iteration 45Q: 3 clusters Score -331938.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -331945.687500 Penalty: 4173.149902
	Iteration 46Q: 3 clusters Score -331945.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -331952.187500 Penalty: 4173.149902
	Iteration 47Q: 3 clusters Score -331952.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -331955.156250 Penalty: 4173.149902
	Iteration 48Q: 3 clusters Score -331955.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -331958.687500 Penalty: 4173.149902
	Iteration 49Q: 3 clusters Score -331958.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -331961.656250 Penalty: 4173.149902
	Iteration 50Q: 3 clusters Score -331961.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -331964.093750 Penalty: 4173.149902
	Iteration 51Q: 3 clusters Score -331964.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -331965.250000 Penalty: 4173.149902
	Iteration 52Q: 3 clusters Score -331965.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -331967.437500 Penalty: 4173.149902
	Iteration 53Q: 3 clusters Score -331967.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -331968.562500 Penalty: 4173.149902
	Iteration 54Q: 3 clusters Score -331968.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -331969.281250 Penalty: 4173.149902
	Iteration 55Q: 3 clusters Score -331969.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -331971.062500 Penalty: 4173.149902
	Iteration 56Q: 3 clusters Score -331971.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -331971.187500 Penalty: 4173.149902
	Iteration 57Q: 3 clusters Score -331971.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -331975.093750 Penalty: 4173.149902
	Iteration 58Q: 3 clusters Score -331975.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -331978.718750 Penalty: 4173.149902
	Iteration 59Q: 3 clusters Score -331978.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -331984.656250 Penalty: 4173.149902
	Iteration 60F: 3 clusters Score -331984.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -331986.812500 Penalty: 4173.149902
	Iteration 61Q: 3 clusters Score -331986.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -331989.500000 Penalty: 4173.149902
	Iteration 62Q: 3 clusters Score -331989.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -331992.468750 Penalty: 4173.149902
	Iteration 63Q: 3 clusters Score -331992.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -331995.312500 Penalty: 4173.149902
	Iteration 64Q: 3 clusters Score -331995.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -332000.062500 Penalty: 4173.149902
	Iteration 65Q: 3 clusters Score -332000.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -332005.687500 Penalty: 4173.149902
	Iteration 66Q: 3 clusters Score -332005.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -332008.500000 Penalty: 4173.149902
	Iteration 67Q: 3 clusters Score -332008.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -332012.437500 Penalty: 4173.149902
	Iteration 68Q: 3 clusters Score -332012.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -332018.531250 Penalty: 4173.149902
	Iteration 69Q: 3 clusters Score -332018.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -332023.093750 Penalty: 4173.149902
	Iteration 70Q: 3 clusters Score -332023.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -332025.093750 Penalty: 4173.149902
	Iteration 71Q: 3 clusters Score -332025.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -332025.375000 Penalty: 4173.149902
	Iteration 72Q: 3 clusters Score -332025.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -332026.031250 Penalty: 4173.149902
	Iteration 73Q: 3 clusters Score -332026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -332027.312500 Penalty: 4173.149902
	Iteration 74Q: 3 clusters Score -332027.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -332029.250000 Penalty: 4173.149902
	Iteration 75Q: 3 clusters Score -332029.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -332032.500000 Penalty: 4173.149902
	Iteration 76Q: 3 clusters Score -332032.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -332035.656250 Penalty: 4173.149902
	Iteration 77Q: 3 clusters Score -332035.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -332038.031250 Penalty: 4173.149902
	Iteration 78Q: 3 clusters Score -332038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -332040.187500 Penalty: 4173.149902
	Iteration 79Q: 3 clusters Score -332040.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -332044.031250 Penalty: 4173.149902
	Iteration 80F: 3 clusters Score -332044 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -332048.781250 Penalty: 4173.149902
	Iteration 81Q: 3 clusters Score -332048.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -332057.656250 Penalty: 4173.149902
	Iteration 82Q: 3 clusters Score -332057.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -332070.093750 Penalty: 4173.149902
	Iteration 83Q: 3 clusters Score -332070.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -332085.812500 Penalty: 4173.149902
	Iteration 84Q: 3 clusters Score -332085.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -332102.937500 Penalty: 4173.149902
	Iteration 85Q: 3 clusters Score -332102.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -332129.781250 Penalty: 4173.149902
	Iteration 86Q: 3 clusters Score -332129.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -332174.218750 Penalty: 4173.149902
	Iteration 87Q: 3 clusters Score -332174.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -332211.500000 Penalty: 4173.149902
	Iteration 88Q: 3 clusters Score -332211.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -332240.750000 Penalty: 4173.149902
	Iteration 89Q: 3 clusters Score -332240.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -332260.781250 Penalty: 4173.149902
	Iteration 90Q: 3 clusters Score -332260.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -332275.500000 Penalty: 4173.149902
	Iteration 91Q: 3 clusters Score -332275.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -332296.156250 Penalty: 4173.149902
	Iteration 92Q: 3 clusters Score -332296.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -332319.687500 Penalty: 4173.149902
	Iteration 93Q: 3 clusters Score -332319.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -332346.375000 Penalty: 4173.149902
	Iteration 94Q: 3 clusters Score -332346.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -332354.750000 Penalty: 4173.149902
	Iteration 95Q: 3 clusters Score -332354.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -332362.687500 Penalty: 4173.149902
	Iteration 96Q: 3 clusters Score -332362.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -332370.531250 Penalty: 4173.149902
	Iteration 97Q: 3 clusters Score -332370.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -332377.625000 Penalty: 4173.149902
	Iteration 98Q: 3 clusters Score -332377.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -332381.968750 Penalty: 4173.149902
	Iteration 99Q: 3 clusters Score -332382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -332387.156250 Penalty: 4173.149902
	Iteration 100F: 3 clusters Score -332387.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -332394.125000 Penalty: 4173.149902
	Iteration 101Q: 3 clusters Score -332394.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -332398.906250 Penalty: 4173.149902
	Iteration 102Q: 3 clusters Score -332398.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -332406.437500 Penalty: 4173.149902
	Iteration 103Q: 3 clusters Score -332406.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -332416.031250 Penalty: 4173.149902
	Iteration 104Q: 3 clusters Score -332416 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -332429.406250 Penalty: 4173.149902
	Iteration 105Q: 3 clusters Score -332429.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -332443.218750 Penalty: 4173.149902
	Iteration 106Q: 3 clusters Score -332443.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -332467.968750 Penalty: 4173.149902
	Iteration 107Q: 3 clusters Score -332468 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -332490.062500 Penalty: 4173.149902
	Iteration 108Q: 3 clusters Score -332490.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -332502.937500 Penalty: 4173.149902
	Iteration 109Q: 3 clusters Score -332502.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -332506.843750 Penalty: 4173.149902
	Iteration 110Q: 3 clusters Score -332506.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -332509.312500 Penalty: 4173.149902
	Iteration 111Q: 3 clusters Score -332509.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -332509.250000 Penalty: 4173.149902
	Iteration 112Q: 3 clusters Score -332509.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -332510.031250 Penalty: 4173.149902
	Iteration 113Q: 3 clusters Score -332510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -332510.031250 Penalty: 4173.149902
	Iteration 114F: 3 clusters Score -332510 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (120019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120019 members 
Entering Unmasked Estep 
Score: -9570196.000000 Penalty: 2900.460449
	Iteration 0F: 2 clusters Score -9570196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60161 members 
Mstep: Class 2 contains 59858 members 
Entering Unmasked Estep 
Score: -9489962.000000 Penalty: 5800.920898
	Iteration 0F: 3 clusters Score -9489962 nChanged 56972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61199 members 
Mstep: Class 2 contains 58820 members 
Entering Unmasked Estep 
Score: -9522718.000000 Penalty: 5800.920898
	Iteration 1F: 3 clusters Score -9522718 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62035 members 
Mstep: Class 2 contains 57984 members 
Entering Unmasked Estep 
Score: -9523490.000000 Penalty: 5800.920898
	Iteration 2Q: 3 clusters Score -9523490 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63211 members 
Mstep: Class 2 contains 56808 members 
Entering Unmasked Estep 
Score: -9524354.000000 Penalty: 5800.920898
	Iteration 3Q: 3 clusters Score -9524354 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64957 members 
Mstep: Class 2 contains 55062 members 
Entering Unmasked Estep 
Score: -9525411.000000 Penalty: 5800.920898
	Iteration 4Q: 3 clusters Score -9525411 nChanged 4122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67481 members 
Mstep: Class 2 contains 52538 members 
Entering Unmasked Estep 
Score: -9526826.000000 Penalty: 5800.920898
	Iteration 5Q: 3 clusters Score -9526826 nChanged 4795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71138 members 
Mstep: Class 2 contains 48881 members 
Entering Unmasked Estep 
Score: -9528859.000000 Penalty: 5800.920898
	Iteration 6Q: 3 clusters Score -9528859 nChanged 5931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76287 members 
Mstep: Class 2 contains 43732 members 
Entering Unmasked Estep 
Score: -9532087.000000 Penalty: 5800.920898
	Iteration 7Q: 3 clusters Score -9532087 nChanged 7398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83169 members 
Mstep: Class 2 contains 36850 members 
Entering Unmasked Estep 
Score: -9537080.000000 Penalty: 5800.920898
	Iteration 8F: 3 clusters Score -9537080 nChanged 8422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91343 members 
Mstep: Class 2 contains 28676 members 
Entering Unmasked Estep 
Score: -9543726.000000 Penalty: 5800.920898
	Iteration 9F: 3 clusters Score -9543726 nChanged 8510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99731 members 
Mstep: Class 2 contains 20288 members 
Entering Unmasked Estep 
Score: -9551130.000000 Penalty: 5800.920898
	Iteration 10F: 3 clusters Score -9551130 nChanged 7224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106885 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -9557426.000000 Penalty: 5800.920898
	Iteration 11F: 3 clusters Score -9557426 nChanged 5176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112023 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -9561850.000000 Penalty: 5800.920898
	Iteration 12Q: 3 clusters Score -9561850 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115369 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -9564568.000000 Penalty: 5800.920898
	Iteration 13Q: 3 clusters Score -9564568 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117240 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -9565934.000000 Penalty: 5800.920898
	Iteration 14Q: 3 clusters Score -9565934 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118251 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -9566669.000000 Penalty: 5800.920898
	Iteration 15Q: 3 clusters Score -9566669 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118762 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -9567069.000000 Penalty: 5800.920898
	Iteration 16Q: 3 clusters Score -9567069 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119033 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -9567298.000000 Penalty: 5800.920898
	Iteration 17Q: 3 clusters Score -9567298 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119168 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -9567414.000000 Penalty: 5800.920898
	Iteration 18Q: 3 clusters Score -9567414 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119237 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -9567500.000000 Penalty: 5800.920898
	Iteration 19Q: 3 clusters Score -9567500 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119290 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -9567555.000000 Penalty: 5800.920898
	Iteration 20F: 3 clusters Score -9567555 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119335 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -9567594.000000 Penalty: 5800.920898
	Iteration 21Q: 3 clusters Score -9567594 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119371 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -9567630.000000 Penalty: 5800.920898
	Iteration 22Q: 3 clusters Score -9567630 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119391 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -9567669.000000 Penalty: 5800.920898
	Iteration 23Q: 3 clusters Score -9567669 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119412 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -9567687.000000 Penalty: 5800.920898
	Iteration 24Q: 3 clusters Score -9567687 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119426 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -9567705.000000 Penalty: 5800.920898
	Iteration 25Q: 3 clusters Score -9567705 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119441 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -9567732.000000 Penalty: 5800.920898
	Iteration 26Q: 3 clusters Score -9567732 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119451 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -9567739.000000 Penalty: 5800.920898
	Iteration 27Q: 3 clusters Score -9567739 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119449 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -9567751.000000 Penalty: 5800.920898
	Iteration 28Q: 3 clusters Score -9567751 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119455 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -9567766.000000 Penalty: 5800.920898
	Iteration 29Q: 3 clusters Score -9567766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119463 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -9567771.000000 Penalty: 5800.920898
	Iteration 30Q: 3 clusters Score -9567771 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119469 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -9567776.000000 Penalty: 5800.920898
	Iteration 31Q: 3 clusters Score -9567776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119476 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -9567788.000000 Penalty: 5800.920898
	Iteration 32Q: 3 clusters Score -9567788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119477 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -9567788.000000 Penalty: 5800.920898
	Iteration 33Q: 3 clusters Score -9567788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119479 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -9567790.000000 Penalty: 5800.920898
	Iteration 34Q: 3 clusters Score -9567790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119482 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -9567792.000000 Penalty: 5800.920898
	Iteration 35Q: 3 clusters Score -9567792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119484 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -9567789.000000 Penalty: 5800.920898
	Iteration 36Q: 3 clusters Score -9567789 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119483 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -9567798.000000 Penalty: 5800.920898
	Iteration 37Q: 3 clusters Score -9567798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119485 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -9567805.000000 Penalty: 5800.920898
	Iteration 38Q: 3 clusters Score -9567805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119484 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -9567805.000000 Penalty: 5800.920898
	Iteration 39Q: 3 clusters Score -9567805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119483 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -9567804.000000 Penalty: 5800.920898
	Iteration 40F: 3 clusters Score -9567804 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (13740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13740 members 
Entering Unmasked Estep 
Score: -1096505.125000 Penalty: 2362.960449
	Iteration 0F: 2 clusters Score -1096505 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -1086444.375000 Penalty: 4725.920898
	Iteration 0F: 3 clusters Score -1086444 nChanged 5831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1089569.500000 Penalty: 4725.920898
	Iteration 1F: 3 clusters Score -1089570 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1089898.250000 Penalty: 4725.920898
	Iteration 2F: 3 clusters Score -1089898 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1090162.500000 Penalty: 4725.920898
	Iteration 3Q: 3 clusters Score -1090162 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1090452.375000 Penalty: 4725.920898
	Iteration 4Q: 3 clusters Score -1090452 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -1090817.875000 Penalty: 4725.920898
	Iteration 5Q: 3 clusters Score -1090818 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1091347.625000 Penalty: 4725.920898
	Iteration 6F: 3 clusters Score -1091348 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1092001.125000 Penalty: 4725.920898
	Iteration 7F: 3 clusters Score -1092001 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1092764.500000 Penalty: 4725.920898
	Iteration 8F: 3 clusters Score -1092764 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1093418.250000 Penalty: 4725.920898
	Iteration 9F: 3 clusters Score -1093418 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1093886.125000 Penalty: 4725.920898
	Iteration 10F: 3 clusters Score -1093886 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1094189.125000 Penalty: 4725.920898
	Iteration 11Q: 3 clusters Score -1094189 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1094398.750000 Penalty: 4725.920898
	Iteration 12Q: 3 clusters Score -1094399 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1094545.500000 Penalty: 4725.920898
	Iteration 13Q: 3 clusters Score -1094546 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1094633.500000 Penalty: 4725.920898
	Iteration 14Q: 3 clusters Score -1094634 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1094710.000000 Penalty: 4725.920898
	Iteration 15Q: 3 clusters Score -1094710 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1094787.000000 Penalty: 4725.920898
	Iteration 16Q: 3 clusters Score -1094787 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1094856.250000 Penalty: 4725.920898
	Iteration 17Q: 3 clusters Score -1094856 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1094909.375000 Penalty: 4725.920898
	Iteration 18Q: 3 clusters Score -1094909 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1094947.625000 Penalty: 4725.920898
	Iteration 19Q: 3 clusters Score -1094948 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1094975.875000 Penalty: 4725.920898
	Iteration 20F: 3 clusters Score -1094976 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1094995.375000 Penalty: 4725.920898
	Iteration 21Q: 3 clusters Score -1094995 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1095014.500000 Penalty: 4725.920898
	Iteration 22Q: 3 clusters Score -1095014 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1095029.000000 Penalty: 4725.920898
	Iteration 23Q: 3 clusters Score -1095029 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1095034.250000 Penalty: 4725.920898
	Iteration 24Q: 3 clusters Score -1095034 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1095046.250000 Penalty: 4725.920898
	Iteration 25Q: 3 clusters Score -1095046 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1095061.375000 Penalty: 4725.920898
	Iteration 26Q: 3 clusters Score -1095061 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1095068.750000 Penalty: 4725.920898
	Iteration 27Q: 3 clusters Score -1095069 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1095082.875000 Penalty: 4725.920898
	Iteration 28Q: 3 clusters Score -1095083 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1095095.250000 Penalty: 4725.920898
	Iteration 29Q: 3 clusters Score -1095095 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1095110.625000 Penalty: 4725.920898
	Iteration 30Q: 3 clusters Score -1095111 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1095120.750000 Penalty: 4725.920898
	Iteration 31Q: 3 clusters Score -1095121 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1095133.375000 Penalty: 4725.920898
	Iteration 32Q: 3 clusters Score -1095133 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1095146.250000 Penalty: 4725.920898
	Iteration 33Q: 3 clusters Score -1095146 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1095160.750000 Penalty: 4725.920898
	Iteration 34Q: 3 clusters Score -1095161 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1095175.750000 Penalty: 4725.920898
	Iteration 35Q: 3 clusters Score -1095176 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1095190.250000 Penalty: 4725.920898
	Iteration 36Q: 3 clusters Score -1095190 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1095203.750000 Penalty: 4725.920898
	Iteration 37Q: 3 clusters Score -1095204 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1095215.250000 Penalty: 4725.920898
	Iteration 38Q: 3 clusters Score -1095215 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1095232.500000 Penalty: 4725.920898
	Iteration 39Q: 3 clusters Score -1095232 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1095248.375000 Penalty: 4725.920898
	Iteration 40F: 3 clusters Score -1095248 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1095263.125000 Penalty: 4725.920898
	Iteration 41Q: 3 clusters Score -1095263 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -1095279.000000 Penalty: 4725.920898
	Iteration 42Q: 3 clusters Score -1095279 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -1095292.625000 Penalty: 4725.920898
	Iteration 43Q: 3 clusters Score -1095293 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -1095299.750000 Penalty: 4725.920898
	Iteration 44Q: 3 clusters Score -1095300 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1095317.375000 Penalty: 4725.920898
	Iteration 45Q: 3 clusters Score -1095317 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1095327.250000 Penalty: 4725.920898
	Iteration 46Q: 3 clusters Score -1095327 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1095338.750000 Penalty: 4725.920898
	Iteration 47Q: 3 clusters Score -1095339 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1095351.125000 Penalty: 4725.920898
	Iteration 48Q: 3 clusters Score -1095351 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1095361.000000 Penalty: 4725.920898
	Iteration 49Q: 3 clusters Score -1095361 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -1095371.875000 Penalty: 4725.920898
	Iteration 50Q: 3 clusters Score -1095372 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1095376.875000 Penalty: 4725.920898
	Iteration 51Q: 3 clusters Score -1095377 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -1095381.500000 Penalty: 4725.920898
	Iteration 52Q: 3 clusters Score -1095382 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1095389.000000 Penalty: 4725.920898
	Iteration 53Q: 3 clusters Score -1095389 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1095393.500000 Penalty: 4725.920898
	Iteration 54Q: 3 clusters Score -1095394 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -1095402.125000 Penalty: 4725.920898
	Iteration 55Q: 3 clusters Score -1095402 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1095406.750000 Penalty: 4725.920898
	Iteration 56Q: 3 clusters Score -1095407 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1095410.500000 Penalty: 4725.920898
	Iteration 57Q: 3 clusters Score -1095410 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1095410.250000 Penalty: 4725.920898
	Iteration 58Q: 3 clusters Score -1095410 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1095413.500000 Penalty: 4725.920898
	Iteration 59Q: 3 clusters Score -1095414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1095414.250000 Penalty: 4725.920898
	Iteration 60F: 3 clusters Score -1095414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1095415.625000 Penalty: 4725.920898
	Iteration 61Q: 3 clusters Score -1095416 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1095414.500000 Penalty: 4725.920898
	Iteration 62Q: 3 clusters Score -1095414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1095415.375000 Penalty: 4725.920898
	Iteration 63Q: 3 clusters Score -1095415 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -1095419.750000 Penalty: 4725.920898
	Iteration 64Q: 3 clusters Score -1095420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1095419.250000 Penalty: 4725.920898
	Iteration 65Q: 3 clusters Score -1095419 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1095417.750000 Penalty: 4725.920898
	Iteration 66Q: 3 clusters Score -1095418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -1095419.875000 Penalty: 4725.920898
	Iteration 67Q: 3 clusters Score -1095420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -1095419.875000 Penalty: 4725.920898
	Iteration 68F: 3 clusters Score -1095420 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (44912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44912 members 
Entering Unmasked Estep 
Score: -3657818.750000 Penalty: 2656.690186
	Iteration 0F: 2 clusters Score -3657819 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22533 members 
Mstep: Class 2 contains 22379 members 
Entering Unmasked Estep 
Score: -3627529.250000 Penalty: 5313.380371
	Iteration 0F: 3 clusters Score -3627529 nChanged 20528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22889 members 
Mstep: Class 2 contains 22023 members 
Entering Unmasked Estep 
Score: -3638797.500000 Penalty: 5313.380371
	Iteration 1F: 3 clusters Score -3638798 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23003 members 
Mstep: Class 2 contains 21909 members 
Entering Unmasked Estep 
Score: -3639305.000000 Penalty: 5313.380371
	Iteration 2Q: 3 clusters Score -3639305 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23089 members 
Mstep: Class 2 contains 21823 members 
Entering Unmasked Estep 
Score: -3639802.750000 Penalty: 5313.380371
	Iteration 3Q: 3 clusters Score -3639803 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23243 members 
Mstep: Class 2 contains 21669 members 
Entering Unmasked Estep 
Score: -3640365.000000 Penalty: 5313.380371
	Iteration 4Q: 3 clusters Score -3640365 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23443 members 
Mstep: Class 2 contains 21469 members 
Entering Unmasked Estep 
Score: -3640926.500000 Penalty: 5313.380371
	Iteration 5Q: 3 clusters Score -3640926 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23789 members 
Mstep: Class 2 contains 21123 members 
Entering Unmasked Estep 
Score: -3641620.750000 Penalty: 5313.380371
	Iteration 6Q: 3 clusters Score -3641621 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24306 members 
Mstep: Class 2 contains 20606 members 
Entering Unmasked Estep 
Score: -3642457.500000 Penalty: 5313.380371
	Iteration 7Q: 3 clusters Score -3642458 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25012 members 
Mstep: Class 2 contains 19900 members 
Entering Unmasked Estep 
Score: -3643463.500000 Penalty: 5313.380371
	Iteration 8Q: 3 clusters Score -3643464 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25901 members 
Mstep: Class 2 contains 19011 members 
Entering Unmasked Estep 
Score: -3644547.000000 Penalty: 5313.380371
	Iteration 9Q: 3 clusters Score -3644547 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26925 members 
Mstep: Class 2 contains 17987 members 
Entering Unmasked Estep 
Score: -3645674.000000 Penalty: 5313.380371
	Iteration 10Q: 3 clusters Score -3645674 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28062 members 
Mstep: Class 2 contains 16850 members 
Entering Unmasked Estep 
Score: -3646875.750000 Penalty: 5313.380371
	Iteration 11Q: 3 clusters Score -3646876 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29206 members 
Mstep: Class 2 contains 15706 members 
Entering Unmasked Estep 
Score: -3648014.750000 Penalty: 5313.380371
	Iteration 12Q: 3 clusters Score -3648015 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30199 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -3648959.750000 Penalty: 5313.380371
	Iteration 13Q: 3 clusters Score -3648960 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31095 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -3649746.750000 Penalty: 5313.380371
	Iteration 14Q: 3 clusters Score -3649747 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31904 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -3650349.000000 Penalty: 5313.380371
	Iteration 15Q: 3 clusters Score -3650349 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32580 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -3650769.000000 Penalty: 5313.380371
	Iteration 16Q: 3 clusters Score -3650769 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33189 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -3651080.500000 Penalty: 5313.380371
	Iteration 17Q: 3 clusters Score -3651080 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33761 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -3651300.250000 Penalty: 5313.380371
	Iteration 18Q: 3 clusters Score -3651300 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34322 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -3651478.000000 Penalty: 5313.380371
	Iteration 19Q: 3 clusters Score -3651478 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34878 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -3651667.500000 Penalty: 5313.380371
	Iteration 20F: 3 clusters Score -3651668 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35452 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -3651868.750000 Penalty: 5313.380371
	Iteration 21Q: 3 clusters Score -3651869 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36064 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -3652101.000000 Penalty: 5313.380371
	Iteration 22Q: 3 clusters Score -3652101 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36679 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -3652349.500000 Penalty: 5313.380371
	Iteration 23Q: 3 clusters Score -3652350 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37294 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -3652589.750000 Penalty: 5313.380371
	Iteration 24Q: 3 clusters Score -3652590 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37885 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -3652815.000000 Penalty: 5313.380371
	Iteration 25Q: 3 clusters Score -3652815 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38485 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -3653077.750000 Penalty: 5313.380371
	Iteration 26Q: 3 clusters Score -3653078 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39055 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -3653309.250000 Penalty: 5313.380371
	Iteration 27Q: 3 clusters Score -3653309 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39596 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -3653537.000000 Penalty: 5313.380371
	Iteration 28Q: 3 clusters Score -3653537 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40133 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -3653762.250000 Penalty: 5313.380371
	Iteration 29Q: 3 clusters Score -3653762 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40630 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -3653967.250000 Penalty: 5313.380371
	Iteration 30Q: 3 clusters Score -3653967 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41069 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -3654185.000000 Penalty: 5313.380371
	Iteration 31Q: 3 clusters Score -3654185 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41476 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -3654329.750000 Penalty: 5313.380371
	Iteration 32Q: 3 clusters Score -3654330 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41834 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -3654494.250000 Penalty: 5313.380371
	Iteration 33Q: 3 clusters Score -3654494 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42145 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -3654629.000000 Penalty: 5313.380371
	Iteration 34Q: 3 clusters Score -3654629 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42463 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -3654783.500000 Penalty: 5313.380371
	Iteration 35Q: 3 clusters Score -3654784 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42739 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -3654903.750000 Penalty: 5313.380371
	Iteration 36Q: 3 clusters Score -3654904 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42952 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -3654994.250000 Penalty: 5313.380371
	Iteration 37Q: 3 clusters Score -3654994 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43133 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -3655088.750000 Penalty: 5313.380371
	Iteration 38Q: 3 clusters Score -3655089 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43298 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -3655177.750000 Penalty: 5313.380371
	Iteration 39Q: 3 clusters Score -3655178 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43433 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -3655232.750000 Penalty: 5313.380371
	Iteration 40F: 3 clusters Score -3655233 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43529 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -3655285.500000 Penalty: 5313.380371
	Iteration 41Q: 3 clusters Score -3655286 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43610 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -3655322.250000 Penalty: 5313.380371
	Iteration 42Q: 3 clusters Score -3655322 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43690 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -3655351.250000 Penalty: 5313.380371
	Iteration 43Q: 3 clusters Score -3655351 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43749 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -3655386.500000 Penalty: 5313.380371
	Iteration 44Q: 3 clusters Score -3655386 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43790 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -3655403.000000 Penalty: 5313.380371
	Iteration 45Q: 3 clusters Score -3655403 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43820 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -3655420.000000 Penalty: 5313.380371
	Iteration 46Q: 3 clusters Score -3655420 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43854 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -3655424.250000 Penalty: 5313.380371
	Iteration 47Q: 3 clusters Score -3655424 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43879 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -3655438.000000 Penalty: 5313.380371
	Iteration 48Q: 3 clusters Score -3655438 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43907 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -3655447.250000 Penalty: 5313.380371
	Iteration 49Q: 3 clusters Score -3655447 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43934 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -3655457.000000 Penalty: 5313.380371
	Iteration 50Q: 3 clusters Score -3655457 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43967 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -3655474.750000 Penalty: 5313.380371
	Iteration 51Q: 3 clusters Score -3655475 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43988 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -3655494.750000 Penalty: 5313.380371
	Iteration 52Q: 3 clusters Score -3655495 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44007 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -3655498.750000 Penalty: 5313.380371
	Iteration 53Q: 3 clusters Score -3655499 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44026 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -3655512.750000 Penalty: 5313.380371
	Iteration 54Q: 3 clusters Score -3655513 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44036 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -3655520.000000 Penalty: 5313.380371
	Iteration 55Q: 3 clusters Score -3655520 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44046 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -3655524.500000 Penalty: 5313.380371
	Iteration 56Q: 3 clusters Score -3655524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44051 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -3655529.000000 Penalty: 5313.380371
	Iteration 57Q: 3 clusters Score -3655529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44055 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -3655527.750000 Penalty: 5313.380371
	Iteration 58Q: 3 clusters Score -3655528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44058 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -3655531.750000 Penalty: 5313.380371
	Iteration 59Q: 3 clusters Score -3655532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44063 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -3655533.750000 Penalty: 5313.380371
	Iteration 60F: 3 clusters Score -3655534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44064 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -3655530.750000 Penalty: 5313.380371
	Iteration 61Q: 3 clusters Score -3655531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44066 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -3655534.250000 Penalty: 5313.380371
	Iteration 62Q: 3 clusters Score -3655534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44067 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -3655536.500000 Penalty: 5313.380371
	Iteration 63Q: 3 clusters Score -3655536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44069 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -3655534.000000 Penalty: 5313.380371
	Iteration 64Q: 3 clusters Score -3655534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44071 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -3655538.250000 Penalty: 5313.380371
	Iteration 65Q: 3 clusters Score -3655538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44073 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -3655538.000000 Penalty: 5313.380371
	Iteration 66Q: 3 clusters Score -3655538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44074 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -3655541.250000 Penalty: 5313.380371
	Iteration 67Q: 3 clusters Score -3655541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44075 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -3655543.500000 Penalty: 5313.380371
	Iteration 68Q: 3 clusters Score -3655544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44076 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -3655543.250000 Penalty: 5313.380371
	Iteration 69Q: 3 clusters Score -3655543 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44076 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -3655543.250000 Penalty: 5313.380371
	Iteration 70F: 3 clusters Score -3655543 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (26492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26492 members 
Entering Unmasked Estep 
Score: -2164634.500000 Penalty: 2525.780273
	Iteration 0F: 2 clusters Score -2164634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -2146481.000000 Penalty: 5051.560547
	Iteration 0F: 3 clusters Score -2146481 nChanged 11787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -2152810.500000 Penalty: 5051.560547
	Iteration 1F: 3 clusters Score -2152810 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -2153213.500000 Penalty: 5051.560547
	Iteration 2Q: 3 clusters Score -2153214 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -2153563.750000 Penalty: 5051.560547
	Iteration 3Q: 3 clusters Score -2153564 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15037 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -2153898.500000 Penalty: 5051.560547
	Iteration 4Q: 3 clusters Score -2153898 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15822 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -2154300.000000 Penalty: 5051.560547
	Iteration 5Q: 3 clusters Score -2154300 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16814 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -2154822.500000 Penalty: 5051.560547
	Iteration 6Q: 3 clusters Score -2154822 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18129 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -2155597.500000 Penalty: 5051.560547
	Iteration 7F: 3 clusters Score -2155598 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19575 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -2156563.500000 Penalty: 5051.560547
	Iteration 8F: 3 clusters Score -2156564 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21265 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -2157852.500000 Penalty: 5051.560547
	Iteration 9F: 3 clusters Score -2157852 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22884 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -2159268.000000 Penalty: 5051.560547
	Iteration 10F: 3 clusters Score -2159268 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24276 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -2160545.250000 Penalty: 5051.560547
	Iteration 11F: 3 clusters Score -2160545 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25212 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -2161442.500000 Penalty: 5051.560547
	Iteration 12Q: 3 clusters Score -2161442 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25728 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -2161940.750000 Penalty: 5051.560547
	Iteration 13Q: 3 clusters Score -2161941 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25950 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -2162180.750000 Penalty: 5051.560547
	Iteration 14Q: 3 clusters Score -2162181 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26064 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -2162311.750000 Penalty: 5051.560547
	Iteration 15Q: 3 clusters Score -2162312 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26109 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -2162366.250000 Penalty: 5051.560547
	Iteration 16Q: 3 clusters Score -2162366 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26126 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -2162395.500000 Penalty: 5051.560547
	Iteration 17Q: 3 clusters Score -2162396 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26140 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -2162417.000000 Penalty: 5051.560547
	Iteration 18Q: 3 clusters Score -2162417 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26145 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -2162431.500000 Penalty: 5051.560547
	Iteration 19Q: 3 clusters Score -2162432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26149 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -2162433.750000 Penalty: 5051.560547
	Iteration 20F: 3 clusters Score -2162434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26153 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -2162434.500000 Penalty: 5051.560547
	Iteration 21Q: 3 clusters Score -2162434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26153 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -2162434.500000 Penalty: 5051.560547
	Iteration 22F: 3 clusters Score -2162434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Entering Unmasked Estep 
Score: -74802.789062 Penalty: 1759.986816
	Iteration 0F: 2 clusters Score -74802.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -72797.539062 Penalty: 3519.973633
	Iteration 0F: 3 clusters Score -72797.54 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -73213.664062 Penalty: 3519.973633
	Iteration 1F: 3 clusters Score -73213.66 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -73361.593750 Penalty: 3519.973633
	Iteration 2F: 3 clusters Score -73361.59 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -73440.296875 Penalty: 3519.973633
	Iteration 3Q: 3 clusters Score -73440.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -73482.039062 Penalty: 3519.973633
	Iteration 4Q: 3 clusters Score -73482.04 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -73519.250000 Penalty: 3519.973633
	Iteration 5Q: 3 clusters Score -73519.25 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -73556.250000 Penalty: 3519.973633
	Iteration 6Q: 3 clusters Score -73556.25 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -73586.445312 Penalty: 3519.973633
	Iteration 7Q: 3 clusters Score -73586.45 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -73619.953125 Penalty: 3519.973633
	Iteration 8Q: 3 clusters Score -73619.95 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -73656.960938 Penalty: 3519.973633
	Iteration 9Q: 3 clusters Score -73656.96 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -73713.882812 Penalty: 3519.973633
	Iteration 10Q: 3 clusters Score -73713.88 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -73810.070312 Penalty: 3519.973633
	Iteration 11Q: 3 clusters Score -73810.07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -73879.703125 Penalty: 3519.973633
	Iteration 12Q: 3 clusters Score -73879.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -73926.414062 Penalty: 3519.973633
	Iteration 13Q: 3 clusters Score -73926.41 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -73951.906250 Penalty: 3519.973633
	Iteration 14Q: 3 clusters Score -73951.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -73971.867188 Penalty: 3519.973633
	Iteration 15Q: 3 clusters Score -73971.87 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -73997.562500 Penalty: 3519.973633
	Iteration 16Q: 3 clusters Score -73997.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -74010.898438 Penalty: 3519.973633
	Iteration 17Q: 3 clusters Score -74010.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -74024.218750 Penalty: 3519.973633
	Iteration 18Q: 3 clusters Score -74024.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -74031.984375 Penalty: 3519.973633
	Iteration 19Q: 3 clusters Score -74031.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -74052.320312 Penalty: 3519.973633
	Iteration 20F: 3 clusters Score -74052.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -74080.570312 Penalty: 3519.973633
	Iteration 21Q: 3 clusters Score -74080.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -74113.218750 Penalty: 3519.973633
	Iteration 22Q: 3 clusters Score -74113.22 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -74146.382812 Penalty: 3519.973633
	Iteration 23Q: 3 clusters Score -74146.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -74159.617188 Penalty: 3519.973633
	Iteration 24Q: 3 clusters Score -74159.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -74170.515625 Penalty: 3519.973633
	Iteration 25Q: 3 clusters Score -74170.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -74179.742188 Penalty: 3519.973633
	Iteration 26Q: 3 clusters Score -74179.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -74182.117188 Penalty: 3519.973633
	Iteration 27Q: 3 clusters Score -74182.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -74183.312500 Penalty: 3519.973633
	Iteration 28Q: 3 clusters Score -74183.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -74183.851562 Penalty: 3519.973633
	Iteration 29Q: 3 clusters Score -74183.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -74183.851562 Penalty: 3519.973633
	Iteration 30F: 3 clusters Score -74183.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (5318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Entering Unmasked Estep 
Score: -417440.625000 Penalty: 2127.555420
	Iteration 0F: 2 clusters Score -417440.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -412721.125000 Penalty: 4255.110840
	Iteration 0F: 3 clusters Score -412721.1 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -413914.156250 Penalty: 4255.110840
	Iteration 1F: 3 clusters Score -413914.2 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -414173.625000 Penalty: 4255.110840
	Iteration 2F: 3 clusters Score -414173.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -414338.562500 Penalty: 4255.110840
	Iteration 3F: 3 clusters Score -414338.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -414446.343750 Penalty: 4255.110840
	Iteration 4Q: 3 clusters Score -414446.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -414538.906250 Penalty: 4255.110840
	Iteration 5Q: 3 clusters Score -414538.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -414608.156250 Penalty: 4255.110840
	Iteration 6Q: 3 clusters Score -414608.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -414658.906250 Penalty: 4255.110840
	Iteration 7Q: 3 clusters Score -414658.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -414711.906250 Penalty: 4255.110840
	Iteration 8Q: 3 clusters Score -414711.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -414775.906250 Penalty: 4255.110840
	Iteration 9Q: 3 clusters Score -414775.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -414853.343750 Penalty: 4255.110840
	Iteration 10Q: 3 clusters Score -414853.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -414928.781250 Penalty: 4255.110840
	Iteration 11Q: 3 clusters Score -414928.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -414997.125000 Penalty: 4255.110840
	Iteration 12Q: 3 clusters Score -414997.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -415048.656250 Penalty: 4255.110840
	Iteration 13Q: 3 clusters Score -415048.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -415084.406250 Penalty: 4255.110840
	Iteration 14Q: 3 clusters Score -415084.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -415107.375000 Penalty: 4255.110840
	Iteration 15Q: 3 clusters Score -415107.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -415130.312500 Penalty: 4255.110840
	Iteration 16Q: 3 clusters Score -415130.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -415150.218750 Penalty: 4255.110840
	Iteration 17Q: 3 clusters Score -415150.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -415166.062500 Penalty: 4255.110840
	Iteration 18Q: 3 clusters Score -415166.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -415182.437500 Penalty: 4255.110840
	Iteration 19Q: 3 clusters Score -415182.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -415205.156250 Penalty: 4255.110840
	Iteration 20F: 3 clusters Score -415205.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -415233.625000 Penalty: 4255.110840
	Iteration 21Q: 3 clusters Score -415233.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -415262.093750 Penalty: 4255.110840
	Iteration 22Q: 3 clusters Score -415262.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -415278.500000 Penalty: 4255.110840
	Iteration 23Q: 3 clusters Score -415278.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -415297.406250 Penalty: 4255.110840
	Iteration 24Q: 3 clusters Score -415297.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -415316.125000 Penalty: 4255.110840
	Iteration 25Q: 3 clusters Score -415316.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -415334.093750 Penalty: 4255.110840
	Iteration 26Q: 3 clusters Score -415334.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -415346.062500 Penalty: 4255.110840
	Iteration 27Q: 3 clusters Score -415346.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -415361.062500 Penalty: 4255.110840
	Iteration 28Q: 3 clusters Score -415361.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -415377.500000 Penalty: 4255.110840
	Iteration 29Q: 3 clusters Score -415377.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -415392.937500 Penalty: 4255.110840
	Iteration 30Q: 3 clusters Score -415392.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -415403.875000 Penalty: 4255.110840
	Iteration 31Q: 3 clusters Score -415403.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -415417.156250 Penalty: 4255.110840
	Iteration 32Q: 3 clusters Score -415417.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -415431.281250 Penalty: 4255.110840
	Iteration 33Q: 3 clusters Score -415431.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -415447.375000 Penalty: 4255.110840
	Iteration 34Q: 3 clusters Score -415447.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -415470.406250 Penalty: 4255.110840
	Iteration 35Q: 3 clusters Score -415470.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -415492.781250 Penalty: 4255.110840
	Iteration 36Q: 3 clusters Score -415492.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -415513.625000 Penalty: 4255.110840
	Iteration 37Q: 3 clusters Score -415513.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -415536.500000 Penalty: 4255.110840
	Iteration 38Q: 3 clusters Score -415536.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -415552.812500 Penalty: 4255.110840
	Iteration 39Q: 3 clusters Score -415552.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -415568.843750 Penalty: 4255.110840
	Iteration 40F: 3 clusters Score -415568.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -415582.812500 Penalty: 4255.110840
	Iteration 41Q: 3 clusters Score -415582.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -415594.531250 Penalty: 4255.110840
	Iteration 42Q: 3 clusters Score -415594.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -415603.281250 Penalty: 4255.110840
	Iteration 43Q: 3 clusters Score -415603.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -415613.437500 Penalty: 4255.110840
	Iteration 44Q: 3 clusters Score -415613.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -415620.093750 Penalty: 4255.110840
	Iteration 45Q: 3 clusters Score -415620.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -415626.281250 Penalty: 4255.110840
	Iteration 46Q: 3 clusters Score -415626.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -415629.375000 Penalty: 4255.110840
	Iteration 47Q: 3 clusters Score -415629.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -415630.500000 Penalty: 4255.110840
	Iteration 48Q: 3 clusters Score -415630.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -415631.625000 Penalty: 4255.110840
	Iteration 49Q: 3 clusters Score -415631.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -415632.687500 Penalty: 4255.110840
	Iteration 50Q: 3 clusters Score -415632.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -415632.687500 Penalty: 4255.110840
	Iteration 51F: 3 clusters Score -415632.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (71918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71918 members 
Entering Unmasked Estep 
Score: -5829506.000000 Penalty: 2773.453857
	Iteration 0F: 2 clusters Score -5829506 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36214 members 
Mstep: Class 2 contains 35704 members 
Entering Unmasked Estep 
Score: -5781408.500000 Penalty: 5546.907715
	Iteration 0F: 3 clusters Score -5781408 nChanged 33644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38504 members 
Mstep: Class 2 contains 33414 members 
Entering Unmasked Estep 
Score: -5800135.000000 Penalty: 5546.907715
	Iteration 1F: 3 clusters Score -5800135 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40034 members 
Mstep: Class 2 contains 31884 members 
Entering Unmasked Estep 
Score: -5800946.500000 Penalty: 5546.907715
	Iteration 2Q: 3 clusters Score -5800946 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42310 members 
Mstep: Class 2 contains 29608 members 
Entering Unmasked Estep 
Score: -5802200.000000 Penalty: 5546.907715
	Iteration 3Q: 3 clusters Score -5802200 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45559 members 
Mstep: Class 2 contains 26359 members 
Entering Unmasked Estep 
Score: -5804183.500000 Penalty: 5546.907715
	Iteration 4F: 3 clusters Score -5804184 nChanged 4860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50057 members 
Mstep: Class 2 contains 21861 members 
Entering Unmasked Estep 
Score: -5807585.500000 Penalty: 5546.907715
	Iteration 5F: 3 clusters Score -5807586 nChanged 5782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55567 members 
Mstep: Class 2 contains 16351 members 
Entering Unmasked Estep 
Score: -5812486.000000 Penalty: 5546.907715
	Iteration 6F: 3 clusters Score -5812486 nChanged 5718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61129 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -5817749.000000 Penalty: 5546.907715
	Iteration 7F: 3 clusters Score -5817749 nChanged 4454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65519 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -5821869.500000 Penalty: 5546.907715
	Iteration 8F: 3 clusters Score -5821870 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68325 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -5824450.000000 Penalty: 5546.907715
	Iteration 9Q: 3 clusters Score -5824450 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69755 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -5825946.500000 Penalty: 5546.907715
	Iteration 10Q: 3 clusters Score -5825946 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70324 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -5826834.500000 Penalty: 5546.907715
	Iteration 11Q: 3 clusters Score -5826834 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70437 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -5827282.000000 Penalty: 5546.907715
	Iteration 12Q: 3 clusters Score -5827282 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70422 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -5827533.000000 Penalty: 5546.907715
	Iteration 13Q: 3 clusters Score -5827533 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70372 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -5827683.500000 Penalty: 5546.907715
	Iteration 14Q: 3 clusters Score -5827684 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70297 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -5827792.000000 Penalty: 5546.907715
	Iteration 15Q: 3 clusters Score -5827792 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70239 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -5827855.000000 Penalty: 5546.907715
	Iteration 16Q: 3 clusters Score -5827855 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70156 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -5827923.000000 Penalty: 5546.907715
	Iteration 17Q: 3 clusters Score -5827923 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70085 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -5827972.500000 Penalty: 5546.907715
	Iteration 18Q: 3 clusters Score -5827972 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70012 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -5828005.000000 Penalty: 5546.907715
	Iteration 19Q: 3 clusters Score -5828005 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69953 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -5828030.000000 Penalty: 5546.907715
	Iteration 20F: 3 clusters Score -5828030 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69896 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -5828064.000000 Penalty: 5546.907715
	Iteration 21Q: 3 clusters Score -5828064 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69829 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -5828094.500000 Penalty: 5546.907715
	Iteration 22Q: 3 clusters Score -5828094 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69763 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -5828109.000000 Penalty: 5546.907715
	Iteration 23Q: 3 clusters Score -5828109 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69706 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -5828130.500000 Penalty: 5546.907715
	Iteration 24Q: 3 clusters Score -5828130 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69640 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -5828167.000000 Penalty: 5546.907715
	Iteration 25Q: 3 clusters Score -5828167 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69566 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -5828183.500000 Penalty: 5546.907715
	Iteration 26Q: 3 clusters Score -5828184 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69499 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -5828220.500000 Penalty: 5546.907715
	Iteration 27Q: 3 clusters Score -5828220 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69435 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -5828238.000000 Penalty: 5546.907715
	Iteration 28Q: 3 clusters Score -5828238 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69367 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -5828251.500000 Penalty: 5546.907715
	Iteration 29Q: 3 clusters Score -5828252 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69300 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -5828260.500000 Penalty: 5546.907715
	Iteration 30Q: 3 clusters Score -5828260 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69226 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -5828290.500000 Penalty: 5546.907715
	Iteration 31Q: 3 clusters Score -5828290 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69164 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -5828307.500000 Penalty: 5546.907715
	Iteration 32Q: 3 clusters Score -5828308 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69109 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -5828332.000000 Penalty: 5546.907715
	Iteration 33Q: 3 clusters Score -5828332 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69057 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -5828346.500000 Penalty: 5546.907715
	Iteration 34Q: 3 clusters Score -5828346 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69005 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -5828358.500000 Penalty: 5546.907715
	Iteration 35Q: 3 clusters Score -5828358 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68954 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -5828381.500000 Penalty: 5546.907715
	Iteration 36Q: 3 clusters Score -5828382 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68912 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -5828397.500000 Penalty: 5546.907715
	Iteration 37Q: 3 clusters Score -5828398 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68861 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -5828405.000000 Penalty: 5546.907715
	Iteration 38Q: 3 clusters Score -5828405 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68826 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -5828405.500000 Penalty: 5546.907715
	Iteration 39Q: 3 clusters Score -5828406 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68788 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -5828415.500000 Penalty: 5546.907715
	Iteration 40F: 3 clusters Score -5828416 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68759 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -5828418.000000 Penalty: 5546.907715
	Iteration 41Q: 3 clusters Score -5828418 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68725 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -5828419.000000 Penalty: 5546.907715
	Iteration 42Q: 3 clusters Score -5828419 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68699 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -5828432.000000 Penalty: 5546.907715
	Iteration 43Q: 3 clusters Score -5828432 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68682 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -5828449.500000 Penalty: 5546.907715
	Iteration 44Q: 3 clusters Score -5828450 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68666 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -5828444.000000 Penalty: 5546.907715
	Iteration 45Q: 3 clusters Score -5828444 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68635 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -5828441.000000 Penalty: 5546.907715
	Iteration 46Q: 3 clusters Score -5828441 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68592 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -5828456.000000 Penalty: 5546.907715
	Iteration 47Q: 3 clusters Score -5828456 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68548 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -5828460.500000 Penalty: 5546.907715
	Iteration 48Q: 3 clusters Score -5828460 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68516 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -5828454.000000 Penalty: 5546.907715
	Iteration 49Q: 3 clusters Score -5828454 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68493 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -5828473.000000 Penalty: 5546.907715
	Iteration 50Q: 3 clusters Score -5828473 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68469 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -5828480.000000 Penalty: 5546.907715
	Iteration 51Q: 3 clusters Score -5828480 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68445 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -5828491.000000 Penalty: 5546.907715
	Iteration 52Q: 3 clusters Score -5828491 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68428 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -5828498.500000 Penalty: 5546.907715
	Iteration 53Q: 3 clusters Score -5828498 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68417 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -5828495.500000 Penalty: 5546.907715
	Iteration 54Q: 3 clusters Score -5828496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68409 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -5828499.500000 Penalty: 5546.907715
	Iteration 55Q: 3 clusters Score -5828500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68403 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -5828496.000000 Penalty: 5546.907715
	Iteration 56Q: 3 clusters Score -5828496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68395 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -5828499.500000 Penalty: 5546.907715
	Iteration 57Q: 3 clusters Score -5828500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68388 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -5828496.000000 Penalty: 5546.907715
	Iteration 58Q: 3 clusters Score -5828496 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68379 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -5828492.500000 Penalty: 5546.907715
	Iteration 59Q: 3 clusters Score -5828492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68373 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -5828501.500000 Penalty: 5546.907715
	Iteration 60F: 3 clusters Score -5828502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68367 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -5828500.000000 Penalty: 5546.907715
	Iteration 61Q: 3 clusters Score -5828500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68364 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -5828504.000000 Penalty: 5546.907715
	Iteration 62Q: 3 clusters Score -5828504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68364 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -5828499.500000 Penalty: 5546.907715
	Iteration 63Q: 3 clusters Score -5828500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68362 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -5828502.500000 Penalty: 5546.907715
	Iteration 64Q: 3 clusters Score -5828502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68357 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -5828502.500000 Penalty: 5546.907715
	Iteration 65Q: 3 clusters Score -5828502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68350 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -5828501.500000 Penalty: 5546.907715
	Iteration 66Q: 3 clusters Score -5828502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68344 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -5828497.000000 Penalty: 5546.907715
	Iteration 67Q: 3 clusters Score -5828497 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68338 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -5828502.000000 Penalty: 5546.907715
	Iteration 68Q: 3 clusters Score -5828502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68331 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -5828505.500000 Penalty: 5546.907715
	Iteration 69Q: 3 clusters Score -5828506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68326 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -5828506.000000 Penalty: 5546.907715
	Iteration 70Q: 3 clusters Score -5828506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68322 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -5828499.000000 Penalty: 5546.907715
	Iteration 71Q: 3 clusters Score -5828499 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68317 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -5828508.000000 Penalty: 5546.907715
	Iteration 72Q: 3 clusters Score -5828508 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68311 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -5828500.500000 Penalty: 5546.907715
	Iteration 73Q: 3 clusters Score -5828500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68307 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -5828504.000000 Penalty: 5546.907715
	Iteration 74Q: 3 clusters Score -5828504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68303 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -5828509.000000 Penalty: 5546.907715
	Iteration 75Q: 3 clusters Score -5828509 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68298 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -5828504.000000 Penalty: 5546.907715
	Iteration 76Q: 3 clusters Score -5828504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68293 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -5828502.500000 Penalty: 5546.907715
	Iteration 77Q: 3 clusters Score -5828502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68289 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -5828503.500000 Penalty: 5546.907715
	Iteration 78Q: 3 clusters Score -5828504 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68281 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -5828505.000000 Penalty: 5546.907715
	Iteration 79Q: 3 clusters Score -5828505 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68267 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -5828504.000000 Penalty: 5546.907715
	Iteration 80F: 3 clusters Score -5828504 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68255 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -5828511.500000 Penalty: 5546.907715
	Iteration 81Q: 3 clusters Score -5828512 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68240 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -5828517.000000 Penalty: 5546.907715
	Iteration 82Q: 3 clusters Score -5828517 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68232 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -5828519.000000 Penalty: 5546.907715
	Iteration 83Q: 3 clusters Score -5828519 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68224 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -5828514.500000 Penalty: 5546.907715
	Iteration 84Q: 3 clusters Score -5828514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68218 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -5828519.500000 Penalty: 5546.907715
	Iteration 85Q: 3 clusters Score -5828520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68212 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -5828513.500000 Penalty: 5546.907715
	Iteration 86Q: 3 clusters Score -5828514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68209 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -5828516.500000 Penalty: 5546.907715
	Iteration 87Q: 3 clusters Score -5828516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68204 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -5828523.000000 Penalty: 5546.907715
	Iteration 88Q: 3 clusters Score -5828523 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68193 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -5828530.500000 Penalty: 5546.907715
	Iteration 89Q: 3 clusters Score -5828530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68188 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -5828530.000000 Penalty: 5546.907715
	Iteration 90Q: 3 clusters Score -5828530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68186 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -5828530.500000 Penalty: 5546.907715
	Iteration 91Q: 3 clusters Score -5828530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68183 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -5828537.500000 Penalty: 5546.907715
	Iteration 92Q: 3 clusters Score -5828538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68181 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -5828527.500000 Penalty: 5546.907715
	Iteration 93Q: 3 clusters Score -5828528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68180 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -5828530.000000 Penalty: 5546.907715
	Iteration 94Q: 3 clusters Score -5828530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68179 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -5828534.500000 Penalty: 5546.907715
	Iteration 95Q: 3 clusters Score -5828534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68178 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -5828526.000000 Penalty: 5546.907715
	Iteration 96Q: 3 clusters Score -5828526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68178 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -5828526.000000 Penalty: 5546.907715
	Iteration 97F: 3 clusters Score -5828526 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (515156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515156 members 
Entering Unmasked Estep 
Score: -40574612.000000 Penalty: 3261.751953
	Iteration 0F: 2 clusters Score -4.057461e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257333 members 
Mstep: Class 2 contains 257823 members 
Entering Unmasked Estep 
Score: -40227184.000000 Penalty: 6523.503906
	Iteration 0F: 3 clusters Score -4.022718e+07 nChanged 251226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247563 members 
Mstep: Class 2 contains 267593 members 
Entering Unmasked Estep 
Score: -40376824.000000 Penalty: 6523.503906
	Iteration 1F: 3 clusters Score -4.037682e+07 nChanged 13870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241533 members 
Mstep: Class 2 contains 273623 members 
Entering Unmasked Estep 
Score: -40380216.000000 Penalty: 6523.503906
	Iteration 2Q: 3 clusters Score -4.038022e+07 nChanged 17145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231702 members 
Mstep: Class 2 contains 283454 members 
Entering Unmasked Estep 
Score: -40385160.000000 Penalty: 6523.503906
	Iteration 3Q: 3 clusters Score -4.038516e+07 nChanged 22094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216630 members 
Mstep: Class 2 contains 298526 members 
Entering Unmasked Estep 
Score: -40394416.000000 Penalty: 6523.503906
	Iteration 4Q: 3 clusters Score -4.039442e+07 nChanged 28845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194731 members 
Mstep: Class 2 contains 320425 members 
Entering Unmasked Estep 
Score: -40410184.000000 Penalty: 6523.503906
	Iteration 5F: 3 clusters Score -4.041018e+07 nChanged 35975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165228 members 
Mstep: Class 2 contains 349928 members 
Entering Unmasked Estep 
Score: -40434512.000000 Penalty: 6523.503906
	Iteration 6F: 3 clusters Score -4.043451e+07 nChanged 39778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130890 members 
Mstep: Class 2 contains 384266 members 
Entering Unmasked Estep 
Score: -40465684.000000 Penalty: 6523.503906
	Iteration 7F: 3 clusters Score -4.046568e+07 nChanged 37715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96863 members 
Mstep: Class 2 contains 418293 members 
Entering Unmasked Estep 
Score: -40496736.000000 Penalty: 6523.503906
	Iteration 8F: 3 clusters Score -4.049674e+07 nChanged 30874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67761 members 
Mstep: Class 2 contains 447395 members 
Entering Unmasked Estep 
Score: -40522404.000000 Penalty: 6523.503906
	Iteration 9F: 3 clusters Score -4.05224e+07 nChanged 23203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45048 members 
Mstep: Class 2 contains 470108 members 
Entering Unmasked Estep 
Score: -40541640.000000 Penalty: 6523.503906
	Iteration 10Q: 3 clusters Score -4.054164e+07 nChanged 16206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28980 members 
Mstep: Class 2 contains 486176 members 
Entering Unmasked Estep 
Score: -40554964.000000 Penalty: 6523.503906
	Iteration 11Q: 3 clusters Score -4.055496e+07 nChanged 10378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18638 members 
Mstep: Class 2 contains 496518 members 
Entering Unmasked Estep 
Score: -40563116.000000 Penalty: 6523.503906
	Iteration 12Q: 3 clusters Score -4.056312e+07 nChanged 5973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 502431 members 
Entering Unmasked Estep 
Score: -40567768.000000 Penalty: 6523.503906
	Iteration 13Q: 3 clusters Score -4.056777e+07 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 505602 members 
Entering Unmasked Estep 
Score: -40570304.000000 Penalty: 6523.503906
	Iteration 14Q: 3 clusters Score -4.05703e+07 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 507262 members 
Entering Unmasked Estep 
Score: -40571632.000000 Penalty: 6523.503906
	Iteration 15Q: 3 clusters Score -4.057163e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 508165 members 
Entering Unmasked Estep 
Score: -40572348.000000 Penalty: 6523.503906
	Iteration 16Q: 3 clusters Score -4.057235e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 508747 members 
Entering Unmasked Estep 
Score: -40572640.000000 Penalty: 6523.503906
	Iteration 17Q: 3 clusters Score -4.057264e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 509140 members 
Entering Unmasked Estep 
Score: -40572972.000000 Penalty: 6523.503906
	Iteration 18Q: 3 clusters Score -4.057297e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 509397 members 
Entering Unmasked Estep 
Score: -40573376.000000 Penalty: 6523.503906
	Iteration 19Q: 3 clusters Score -4.057338e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 509554 members 
Entering Unmasked Estep 
Score: -40573768.000000 Penalty: 6523.503906
	Iteration 20F: 3 clusters Score -4.057377e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 509602 members 
Entering Unmasked Estep 
Score: -40574380.000000 Penalty: 6523.503906
	Iteration 21Q: 3 clusters Score -4.057438e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 509522 members 
Entering Unmasked Estep 
Score: -40574680.000000 Penalty: 6523.503906
	Iteration 22Q: 3 clusters Score -4.057468e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 509348 members 
Entering Unmasked Estep 
Score: -40574832.000000 Penalty: 6523.503906
	Iteration 23Q: 3 clusters Score -4.057483e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 509179 members 
Entering Unmasked Estep 
Score: -40575024.000000 Penalty: 6523.503906
	Iteration 24Q: 3 clusters Score -4.057502e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 508991 members 
Entering Unmasked Estep 
Score: -40575128.000000 Penalty: 6523.503906
	Iteration 25Q: 3 clusters Score -4.057513e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 508832 members 
Entering Unmasked Estep 
Score: -40575160.000000 Penalty: 6523.503906
	Iteration 26Q: 3 clusters Score -4.057516e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 508702 members 
Entering Unmasked Estep 
Score: -40575208.000000 Penalty: 6523.503906
	Iteration 27Q: 3 clusters Score -4.057521e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 508584 members 
Entering Unmasked Estep 
Score: -40575292.000000 Penalty: 6523.503906
	Iteration 28Q: 3 clusters Score -4.057529e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 508476 members 
Entering Unmasked Estep 
Score: -40575308.000000 Penalty: 6523.503906
	Iteration 29Q: 3 clusters Score -4.057531e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 508386 members 
Entering Unmasked Estep 
Score: -40575284.000000 Penalty: 6523.503906
	Iteration 30Q: 3 clusters Score -4.057528e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 508316 members 
Entering Unmasked Estep 
Score: -40575312.000000 Penalty: 6523.503906
	Iteration 31Q: 3 clusters Score -4.057531e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 508256 members 
Entering Unmasked Estep 
Score: -40575308.000000 Penalty: 6523.503906
	Iteration 32Q: 3 clusters Score -4.057531e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 508211 members 
Entering Unmasked Estep 
Score: -40575320.000000 Penalty: 6523.503906
	Iteration 33Q: 3 clusters Score -4.057532e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 508169 members 
Entering Unmasked Estep 
Score: -40575328.000000 Penalty: 6523.503906
	Iteration 34Q: 3 clusters Score -4.057533e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 508129 members 
Entering Unmasked Estep 
Score: -40575340.000000 Penalty: 6523.503906
	Iteration 35Q: 3 clusters Score -4.057534e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 508084 members 
Entering Unmasked Estep 
Score: -40575396.000000 Penalty: 6523.503906
	Iteration 36Q: 3 clusters Score -4.05754e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 508042 members 
Entering Unmasked Estep 
Score: -40575432.000000 Penalty: 6523.503906
	Iteration 37Q: 3 clusters Score -4.057543e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 508003 members 
Entering Unmasked Estep 
Score: -40575424.000000 Penalty: 6523.503906
	Iteration 38Q: 3 clusters Score -4.057542e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 507952 members 
Entering Unmasked Estep 
Score: -40575452.000000 Penalty: 6523.503906
	Iteration 39Q: 3 clusters Score -4.057545e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 507918 members 
Entering Unmasked Estep 
Score: -40575468.000000 Penalty: 6523.503906
	Iteration 40F: 3 clusters Score -4.057547e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 507894 members 
Entering Unmasked Estep 
Score: -40575432.000000 Penalty: 6523.503906
	Iteration 41Q: 3 clusters Score -4.057543e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 507868 members 
Entering Unmasked Estep 
Score: -40575476.000000 Penalty: 6523.503906
	Iteration 42Q: 3 clusters Score -4.057548e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 507848 members 
Entering Unmasked Estep 
Score: -40575492.000000 Penalty: 6523.503906
	Iteration 43Q: 3 clusters Score -4.057549e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 507833 members 
Entering Unmasked Estep 
Score: -40575508.000000 Penalty: 6523.503906
	Iteration 44Q: 3 clusters Score -4.057551e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 507815 members 
Entering Unmasked Estep 
Score: -40575492.000000 Penalty: 6523.503906
	Iteration 45Q: 3 clusters Score -4.057549e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 507799 members 
Entering Unmasked Estep 
Score: -40575512.000000 Penalty: 6523.503906
	Iteration 46Q: 3 clusters Score -4.057551e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 507789 members 
Entering Unmasked Estep 
Score: -40575508.000000 Penalty: 6523.503906
	Iteration 47Q: 3 clusters Score -4.057551e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 507775 members 
Entering Unmasked Estep 
Score: -40575504.000000 Penalty: 6523.503906
	Iteration 48Q: 3 clusters Score -4.05755e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 507762 members 
Entering Unmasked Estep 
Score: -40575528.000000 Penalty: 6523.503906
	Iteration 49Q: 3 clusters Score -4.057553e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 507753 members 
Entering Unmasked Estep 
Score: -40575508.000000 Penalty: 6523.503906
	Iteration 50Q: 3 clusters Score -4.057551e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 507747 members 
Entering Unmasked Estep 
Score: -40575484.000000 Penalty: 6523.503906
	Iteration 51Q: 3 clusters Score -4.057548e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 507741 members 
Entering Unmasked Estep 
Score: -40575476.000000 Penalty: 6523.503906
	Iteration 52Q: 3 clusters Score -4.057548e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 507734 members 
Entering Unmasked Estep 
Score: -40575472.000000 Penalty: 6523.503906
	Iteration 53Q: 3 clusters Score -4.057547e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 507731 members 
Entering Unmasked Estep 
Score: -40575436.000000 Penalty: 6523.503906
	Iteration 54Q: 3 clusters Score -4.057544e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 507730 members 
Entering Unmasked Estep 
Score: -40575456.000000 Penalty: 6523.503906
	Iteration 55Q: 3 clusters Score -4.057546e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 507729 members 
Entering Unmasked Estep 
Score: -40575468.000000 Penalty: 6523.503906
	Iteration 56Q: 3 clusters Score -4.057547e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 507728 members 
Entering Unmasked Estep 
Score: -40575464.000000 Penalty: 6523.503906
	Iteration 57Q: 3 clusters Score -4.057546e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 507724 members 
Entering Unmasked Estep 
Score: -40575448.000000 Penalty: 6523.503906
	Iteration 58Q: 3 clusters Score -4.057545e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 507720 members 
Entering Unmasked Estep 
Score: -40575468.000000 Penalty: 6523.503906
	Iteration 59Q: 3 clusters Score -4.057547e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 507720 members 
Entering Unmasked Estep 
Score: -40575472.000000 Penalty: 6523.503906
	Iteration 60F: 3 clusters Score -4.057547e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 507718 members 
Entering Unmasked Estep 
Score: -40575444.000000 Penalty: 6523.503906
	Iteration 61Q: 3 clusters Score -4.057544e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 507718 members 
Entering Unmasked Estep 
Score: -40575448.000000 Penalty: 6523.503906
	Iteration 62Q: 3 clusters Score -4.057545e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 507715 members 
Entering Unmasked Estep 
Score: -40575432.000000 Penalty: 6523.503906
	Iteration 63Q: 3 clusters Score -4.057543e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 507713 members 
Entering Unmasked Estep 
Score: -40575468.000000 Penalty: 6523.503906
	Iteration 64Q: 3 clusters Score -4.057547e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 507709 members 
Entering Unmasked Estep 
Score: -40575476.000000 Penalty: 6523.503906
	Iteration 65Q: 3 clusters Score -4.057548e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 507707 members 
Entering Unmasked Estep 
Score: -40575488.000000 Penalty: 6523.503906
	Iteration 66Q: 3 clusters Score -4.057549e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 507705 members 
Entering Unmasked Estep 
Score: -40575472.000000 Penalty: 6523.503906
	Iteration 67Q: 3 clusters Score -4.057547e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 507705 members 
Entering Unmasked Estep 
Score: -40575460.000000 Penalty: 6523.503906
	Iteration 68Q: 3 clusters Score -4.057546e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 507707 members 
Entering Unmasked Estep 
Score: -40575476.000000 Penalty: 6523.503906
	Iteration 69Q: 3 clusters Score -4.057548e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 507707 members 
Entering Unmasked Estep 
Score: -40575488.000000 Penalty: 6523.503906
	Iteration 70Q: 3 clusters Score -4.057549e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 507708 members 
Entering Unmasked Estep 
Score: -40575488.000000 Penalty: 6523.503906
	Iteration 71Q: 3 clusters Score -4.057549e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 507708 members 
Entering Unmasked Estep 
Score: -40575488.000000 Penalty: 6523.503906
	Iteration 72F: 3 clusters Score -4.057549e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8427 members 
Mstep: Class 4 contains 3240 members 
Mstep: Class 5 contains 17447 members 
Mstep: Class 6 contains 28426 members 
Mstep: Class 7 contains 19092 members 
Mstep: Class 8 contains 6517 members 
Mstep: Class 9 contains 60174 members 
Mstep: Class 10 contains 70280 members 
Mstep: Class 11 contains 6060 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14277 members 
Mstep: Class 14 contains 4791 members 
Mstep: Class 15 contains 7829 members 
Mstep: Class 16 contains 6145 members 
Mstep: Class 17 contains 153508 members 
Mstep: Class 18 contains 7440 members 
Mstep: Class 19 contains 39814 members 
Mstep: Class 20 contains 23969 members 
Mstep: Class 21 contains 6200 members 
Mstep: Class 22 contains 4035 members 
Mstep: Class 23 contains 77107 members 
Mstep: Class 24 contains 4546 members 
Mstep: Class 25 contains 5003 members 
Mstep: Class 26 contains 64174 members 
Mstep: Class 27 contains 4508 members 
Mstep: Class 28 contains 120019 members 
Mstep: Class 29 contains 13740 members 
Mstep: Class 30 contains 44912 members 
Mstep: Class 31 contains 26492 members 
Mstep: Class 32 contains 1208 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 71918 members 
Mstep: Class 35 contains 7448 members 
Mstep: Class 36 contains 507708 members 
Entering Unmasked Estep 
Score: -111985656.000000 Penalty: 126742.460938
Splitting cluster 35 changes total score from -111984568.000000 to -111985656.000000
So it's getting split into cluster 36.
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8427 members 
Mstep: Class 4 contains 3240 members 
Mstep: Class 5 contains 17447 members 
Mstep: Class 6 contains 28426 members 
Mstep: Class 7 contains 19092 members 
Mstep: Class 8 contains 6517 members 
Mstep: Class 9 contains 60174 members 
Mstep: Class 10 contains 70280 members 
Mstep: Class 11 contains 6060 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14277 members 
Mstep: Class 14 contains 4791 members 
Mstep: Class 15 contains 7829 members 
Mstep: Class 16 contains 6145 members 
Mstep: Class 17 contains 153508 members 
Mstep: Class 18 contains 7440 members 
Mstep: Class 19 contains 39814 members 
Mstep: Class 20 contains 23969 members 
Mstep: Class 21 contains 6200 members 
Mstep: Class 22 contains 4035 members 
Mstep: Class 23 contains 77107 members 
Mstep: Class 24 contains 4546 members 
Mstep: Class 25 contains 5003 members 
Mstep: Class 26 contains 64174 members 
Mstep: Class 27 contains 4508 members 
Mstep: Class 28 contains 120019 members 
Mstep: Class 29 contains 13740 members 
Mstep: Class 30 contains 44912 members 
Mstep: Class 31 contains 26492 members 
Mstep: Class 32 contains 1208 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 71918 members 
Mstep: Class 35 contains 7448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111987152.000000 Penalty: 126742.460938
Iteration 359Q: 37 clusters Score -1.119872e+08 nChanged 4071
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8427 members 
Mstep: Class 4 contains 3247 members 
Mstep: Class 5 contains 17546 members 
Mstep: Class 6 contains 28502 members 
Mstep: Class 7 contains 19124 members 
Mstep: Class 8 contains 6520 members 
Mstep: Class 9 contains 60290 members 
Mstep: Class 10 contains 70252 members 
Mstep: Class 11 contains 6048 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14310 members 
Mstep: Class 14 contains 4791 members 
Mstep: Class 15 contains 7829 members 
Mstep: Class 16 contains 6145 members 
Mstep: Class 17 contains 153508 members 
Mstep: Class 18 contains 7440 members 
Mstep: Class 19 contains 39814 members 
Mstep: Class 20 contains 24047 members 
Mstep: Class 21 contains 6200 members 
Mstep: Class 22 contains 4037 members 
Mstep: Class 23 contains 77371 members 
Mstep: Class 24 contains 4546 members 
Mstep: Class 25 contains 5030 members 
Mstep: Class 26 contains 64311 members 
Mstep: Class 27 contains 4508 members 
Mstep: Class 28 contains 120221 members 
Mstep: Class 29 contains 13762 members 
Mstep: Class 30 contains 45040 members 
Mstep: Class 31 contains 26602 members 
Mstep: Class 32 contains 1208 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 72233 members 
Mstep: Class 35 contains 8617 members 
Mstep: Class 36 contains 504899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111987752.000000 Penalty: 126742.460938
Iteration 360F: 37 clusters Score -1.119878e+08 nChanged 4121
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8426 members 
Mstep: Class 4 contains 3247 members 
Mstep: Class 5 contains 17600 members 
Mstep: Class 6 contains 28465 members 
Mstep: Class 7 contains 19096 members 
Mstep: Class 8 contains 6513 members 
Mstep: Class 9 contains 59842 members 
Mstep: Class 10 contains 70203 members 
Mstep: Class 11 contains 6029 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14314 members 
Mstep: Class 14 contains 4790 members 
Mstep: Class 15 contains 7829 members 
Mstep: Class 16 contains 6145 members 
Mstep: Class 17 contains 153506 members 
Mstep: Class 18 contains 7440 members 
Mstep: Class 19 contains 39816 members 
Mstep: Class 20 contains 24031 members 
Mstep: Class 21 contains 6199 members 
Mstep: Class 22 contains 4034 members 
Mstep: Class 23 contains 77405 members 
Mstep: Class 24 contains 4546 members 
Mstep: Class 25 contains 5040 members 
Mstep: Class 26 contains 64355 members 
Mstep: Class 27 contains 4508 members 
Mstep: Class 28 contains 120121 members 
Mstep: Class 29 contains 13761 members 
Mstep: Class 30 contains 45016 members 
Mstep: Class 31 contains 26679 members 
Mstep: Class 32 contains 1208 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 72166 members 
Mstep: Class 35 contains 9570 members 
Mstep: Class 36 contains 504552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111988512.000000 Penalty: 126742.460938
Iteration 361Q: 37 clusters Score -1.119885e+08 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8427 members 
Mstep: Class 4 contains 3246 members 
Mstep: Class 5 contains 17631 members 
Mstep: Class 6 contains 28444 members 
Mstep: Class 7 contains 19093 members 
Mstep: Class 8 contains 6511 members 
Mstep: Class 9 contains 59520 members 
Mstep: Class 10 contains 70157 members 
Mstep: Class 11 contains 6009 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14314 members 
Mstep: Class 14 contains 4790 members 
Mstep: Class 15 contains 7827 members 
Mstep: Class 16 contains 6144 members 
Mstep: Class 17 contains 153505 members 
Mstep: Class 18 contains 7440 members 
Mstep: Class 19 contains 39819 members 
Mstep: Class 20 contains 24038 members 
Mstep: Class 21 contains 6195 members 
Mstep: Class 22 contains 4034 members 
Mstep: Class 23 contains 77437 members 
Mstep: Class 24 contains 4546 members 
Mstep: Class 25 contains 5041 members 
Mstep: Class 26 contains 64388 members 
Mstep: Class 27 contains 4508 members 
Mstep: Class 28 contains 120053 members 
Mstep: Class 29 contains 13755 members 
Mstep: Class 30 contains 44998 members 
Mstep: Class 31 contains 26761 members 
Mstep: Class 32 contains 1208 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 72106 members 
Mstep: Class 35 contains 10426 members 
Mstep: Class 36 contains 504098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111989064.000000 Penalty: 126742.460938
Iteration 362Q: 37 clusters Score -1.119891e+08 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8428 members 
Mstep: Class 4 contains 3244 members 
Mstep: Class 5 contains 17680 members 
Mstep: Class 6 contains 28445 members 
Mstep: Class 7 contains 19088 members 
Mstep: Class 8 contains 6505 members 
Mstep: Class 9 contains 59299 members 
Mstep: Class 10 contains 70101 members 
Mstep: Class 11 contains 5986 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14319 members 
Mstep: Class 14 contains 4790 members 
Mstep: Class 15 contains 7828 members 
Mstep: Class 16 contains 6143 members 
Mstep: Class 17 contains 153506 members 
Mstep: Class 18 contains 7440 members 
Mstep: Class 19 contains 39824 members 
Mstep: Class 20 contains 24050 members 
Mstep: Class 21 contains 6192 members 
Mstep: Class 22 contains 4031 members 
Mstep: Class 23 contains 77486 members 
Mstep: Class 24 contains 4546 members 
Mstep: Class 25 contains 5040 members 
Mstep: Class 26 contains 64403 members 
Mstep: Class 27 contains 4508 members 
Mstep: Class 28 contains 119998 members 
Mstep: Class 29 contains 13750 members 
Mstep: Class 30 contains 44990 members 
Mstep: Class 31 contains 26852 members 
Mstep: Class 32 contains 1208 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 71928 members 
Mstep: Class 35 contains 11344 members 
Mstep: Class 36 contains 503528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111989336.000000 Penalty: 126742.460938
Iteration 363Q: 37 clusters Score -1.119893e+08 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8429 members 
Mstep: Class 4 contains 3241 members 
Mstep: Class 5 contains 17730 members 
Mstep: Class 6 contains 28451 members 
Mstep: Class 7 contains 19077 members 
Mstep: Class 8 contains 6501 members 
Mstep: Class 9 contains 59125 members 
Mstep: Class 10 contains 70061 members 
Mstep: Class 11 contains 5968 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14327 members 
Mstep: Class 14 contains 4790 members 
Mstep: Class 15 contains 7828 members 
Mstep: Class 16 contains 6143 members 
Mstep: Class 17 contains 153503 members 
Mstep: Class 18 contains 7441 members 
Mstep: Class 19 contains 39828 members 
Mstep: Class 20 contains 24057 members 
Mstep: Class 21 contains 6187 members 
Mstep: Class 22 contains 4030 members 
Mstep: Class 23 contains 77575 members 
Mstep: Class 24 contains 4545 members 
Mstep: Class 25 contains 5039 members 
Mstep: Class 26 contains 64393 members 
Mstep: Class 27 contains 4508 members 
Mstep: Class 28 contains 119954 members 
Mstep: Class 29 contains 13747 members 
Mstep: Class 30 contains 44989 members 
Mstep: Class 31 contains 26956 members 
Mstep: Class 32 contains 1209 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 71718 members 
Mstep: Class 35 contains 12195 members 
Mstep: Class 36 contains 502937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111989360.000000 Penalty: 126742.460938
Iteration 364Q: 37 clusters Score -1.119894e+08 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8430 members 
Mstep: Class 4 contains 3242 members 
Mstep: Class 5 contains 17761 members 
Mstep: Class 6 contains 28454 members 
Mstep: Class 7 contains 19062 members 
Mstep: Class 8 contains 6497 members 
Mstep: Class 9 contains 58986 members 
Mstep: Class 10 contains 70032 members 
Mstep: Class 11 contains 5952 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14332 members 
Mstep: Class 14 contains 4789 members 
Mstep: Class 15 contains 7830 members 
Mstep: Class 16 contains 6143 members 
Mstep: Class 17 contains 153502 members 
Mstep: Class 18 contains 7442 members 
Mstep: Class 19 contains 39836 members 
Mstep: Class 20 contains 24046 members 
Mstep: Class 21 contains 6179 members 
Mstep: Class 22 contains 4030 members 
Mstep: Class 23 contains 77632 members 
Mstep: Class 24 contains 4548 members 
Mstep: Class 25 contains 5038 members 
Mstep: Class 26 contains 64383 members 
Mstep: Class 27 contains 4508 members 
Mstep: Class 28 contains 119919 members 
Mstep: Class 29 contains 13757 members 
Mstep: Class 30 contains 44975 members 
Mstep: Class 31 contains 27074 members 
Mstep: Class 32 contains 1210 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 71457 members 
Mstep: Class 35 contains 13078 members 
Mstep: Class 36 contains 502363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111989112.000000 Penalty: 126742.460938
Iteration 365Q: 37 clusters Score -1.119891e+08 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8432 members 
Mstep: Class 4 contains 3240 members 
Mstep: Class 5 contains 17799 members 
Mstep: Class 6 contains 28467 members 
Mstep: Class 7 contains 19053 members 
Mstep: Class 8 contains 6493 members 
Mstep: Class 9 contains 58866 members 
Mstep: Class 10 contains 70011 members 
Mstep: Class 11 contains 5940 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14341 members 
Mstep: Class 14 contains 4788 members 
Mstep: Class 15 contains 7829 members 
Mstep: Class 16 contains 6143 members 
Mstep: Class 17 contains 153499 members 
Mstep: Class 18 contains 7443 members 
Mstep: Class 19 contains 39844 members 
Mstep: Class 20 contains 24044 members 
Mstep: Class 21 contains 6174 members 
Mstep: Class 22 contains 4029 members 
Mstep: Class 23 contains 77695 members 
Mstep: Class 24 contains 4552 members 
Mstep: Class 25 contains 5037 members 
Mstep: Class 26 contains 64366 members 
Mstep: Class 27 contains 4508 members 
Mstep: Class 28 contains 119906 members 
Mstep: Class 29 contains 13765 members 
Mstep: Class 30 contains 44971 members 
Mstep: Class 31 contains 27192 members 
Mstep: Class 32 contains 1210 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 71196 members 
Mstep: Class 35 contains 13889 members 
Mstep: Class 36 contains 501780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111989416.000000 Penalty: 126742.460938
Iteration 366Q: 37 clusters Score -1.119894e+08 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8432 members 
Mstep: Class 4 contains 3240 members 
Mstep: Class 5 contains 17833 members 
Mstep: Class 6 contains 28484 members 
Mstep: Class 7 contains 19046 members 
Mstep: Class 8 contains 6491 members 
Mstep: Class 9 contains 58753 members 
Mstep: Class 10 contains 69992 members 
Mstep: Class 11 contains 5931 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14344 members 
Mstep: Class 14 contains 4789 members 
Mstep: Class 15 contains 7829 members 
Mstep: Class 16 contains 6143 members 
Mstep: Class 17 contains 153499 members 
Mstep: Class 18 contains 7442 members 
Mstep: Class 19 contains 39856 members 
Mstep: Class 20 contains 24039 members 
Mstep: Class 21 contains 6167 members 
Mstep: Class 22 contains 4028 members 
Mstep: Class 23 contains 77779 members 
Mstep: Class 24 contains 4554 members 
Mstep: Class 25 contains 5036 members 
Mstep: Class 26 contains 64333 members 
Mstep: Class 27 contains 4508 members 
Mstep: Class 28 contains 119897 members 
Mstep: Class 29 contains 13766 members 
Mstep: Class 30 contains 44970 members 
Mstep: Class 31 contains 27294 members 
Mstep: Class 32 contains 1211 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 70946 members 
Mstep: Class 35 contains 14648 members 
Mstep: Class 36 contains 501231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111989888.000000 Penalty: 126742.460938
Iteration 367Q: 37 clusters Score -1.119899e+08 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8431 members 
Mstep: Class 4 contains 3240 members 
Mstep: Class 5 contains 17868 members 
Mstep: Class 6 contains 28508 members 
Mstep: Class 7 contains 19047 members 
Mstep: Class 8 contains 6496 members 
Mstep: Class 9 contains 58655 members 
Mstep: Class 10 contains 69973 members 
Mstep: Class 11 contains 5920 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14349 members 
Mstep: Class 14 contains 4790 members 
Mstep: Class 15 contains 7829 members 
Mstep: Class 16 contains 6143 members 
Mstep: Class 17 contains 153497 members 
Mstep: Class 18 contains 7442 members 
Mstep: Class 19 contains 39862 members 
Mstep: Class 20 contains 24044 members 
Mstep: Class 21 contains 6162 members 
Mstep: Class 22 contains 4030 members 
Mstep: Class 23 contains 77867 members 
Mstep: Class 24 contains 4557 members 
Mstep: Class 25 contains 5036 members 
Mstep: Class 26 contains 64316 members 
Mstep: Class 27 contains 4508 members 
Mstep: Class 28 contains 119901 members 
Mstep: Class 29 contains 13763 members 
Mstep: Class 30 contains 44971 members 
Mstep: Class 31 contains 27402 members 
Mstep: Class 32 contains 1211 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 70689 members 
Mstep: Class 35 contains 15350 members 
Mstep: Class 36 contains 500664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111990424.000000 Penalty: 126742.460938
Iteration 368Q: 37 clusters Score -1.119904e+08 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8432 members 
Mstep: Class 4 contains 3239 members 
Mstep: Class 5 contains 17898 members 
Mstep: Class 6 contains 28527 members 
Mstep: Class 7 contains 19042 members 
Mstep: Class 8 contains 6507 members 
Mstep: Class 9 contains 58558 members 
Mstep: Class 10 contains 69971 members 
Mstep: Class 11 contains 5914 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14341 members 
Mstep: Class 14 contains 4790 members 
Mstep: Class 15 contains 7828 members 
Mstep: Class 16 contains 6143 members 
Mstep: Class 17 contains 153493 members 
Mstep: Class 18 contains 7442 members 
Mstep: Class 19 contains 39866 members 
Mstep: Class 20 contains 24043 members 
Mstep: Class 21 contains 6156 members 
Mstep: Class 22 contains 4030 members 
Mstep: Class 23 contains 77926 members 
Mstep: Class 24 contains 4559 members 
Mstep: Class 25 contains 5035 members 
Mstep: Class 26 contains 64301 members 
Mstep: Class 27 contains 4508 members 
Mstep: Class 28 contains 119905 members 
Mstep: Class 29 contains 13763 members 
Mstep: Class 30 contains 44992 members 
Mstep: Class 31 contains 27515 members 
Mstep: Class 32 contains 1211 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 70446 members 
Mstep: Class 35 contains 16031 members 
Mstep: Class 36 contains 500116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111990448.000000 Penalty: 126742.460938
Iteration 369Q: 37 clusters Score -1.119904e+08 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8434 members 
Mstep: Class 4 contains 3240 members 
Mstep: Class 5 contains 17949 members 
Mstep: Class 6 contains 28541 members 
Mstep: Class 7 contains 19044 members 
Mstep: Class 8 contains 6513 members 
Mstep: Class 9 contains 58460 members 
Mstep: Class 10 contains 69955 members 
Mstep: Class 11 contains 5900 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14334 members 
Mstep: Class 14 contains 4790 members 
Mstep: Class 15 contains 7827 members 
Mstep: Class 16 contains 6143 members 
Mstep: Class 17 contains 153491 members 
Mstep: Class 18 contains 7443 members 
Mstep: Class 19 contains 39876 members 
Mstep: Class 20 contains 24035 members 
Mstep: Class 21 contains 6146 members 
Mstep: Class 22 contains 4029 members 
Mstep: Class 23 contains 77974 members 
Mstep: Class 24 contains 4563 members 
Mstep: Class 25 contains 5034 members 
Mstep: Class 26 contains 64287 members 
Mstep: Class 27 contains 4508 members 
Mstep: Class 28 contains 119899 members 
Mstep: Class 29 contains 13765 members 
Mstep: Class 30 contains 45003 members 
Mstep: Class 31 contains 27619 members 
Mstep: Class 32 contains 1211 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 70231 members 
Mstep: Class 35 contains 16709 members 
Mstep: Class 36 contains 499586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111990496.000000 Penalty: 126742.460938
Iteration 370Q: 37 clusters Score -1.119905e+08 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8437 members 
Mstep: Class 4 contains 3240 members 
Mstep: Class 5 contains 17997 members 
Mstep: Class 6 contains 28567 members 
Mstep: Class 7 contains 19038 members 
Mstep: Class 8 contains 6517 members 
Mstep: Class 9 contains 58369 members 
Mstep: Class 10 contains 69941 members 
Mstep: Class 11 contains 5901 members 
Mstep: Class 12 contains 8858 members 
Mstep: Class 13 contains 14324 members 
Mstep: Class 14 contains 4791 members 
Mstep: Class 15 contains 7826 members 
Mstep: Class 16 contains 6143 members 
Mstep: Class 17 contains 153492 members 
Mstep: Class 18 contains 7443 members 
Mstep: Class 19 contains 39879 members 
Mstep: Class 20 contains 24033 members 
Mstep: Class 21 contains 6138 members 
Mstep: Class 22 contains 4029 members 
Mstep: Class 23 contains 78000 members 
Mstep: Class 24 contains 4566 members 
Mstep: Class 25 contains 5033 members 
Mstep: Class 26 contains 64292 members 
Mstep: Class 27 contains 4508 members 
Mstep: Class 28 contains 119897 members 
Mstep: Class 29 contains 13767 members 
Mstep: Class 30 contains 45033 members 
Mstep: Class 31 contains 27715 members 
Mstep: Class 32 contains 1211 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 69992 members 
Mstep: Class 35 contains 17382 members 
Mstep: Class 36 contains 499050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111990520.000000 Penalty: 126742.460938
Iteration 371Q: 37 clusters Score -1.119905e+08 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8437 members 
Mstep: Class 4 contains 3239 members 
Mstep: Class 5 contains 18051 members 
Mstep: Class 6 contains 28586 members 
Mstep: Class 7 contains 19043 members 
Mstep: Class 8 contains 6519 members 
Mstep: Class 9 contains 58277 members 
Mstep: Class 10 contains 69933 members 
Mstep: Class 11 contains 5894 members 
Mstep: Class 12 contains 8858 members 
Mstep: Class 13 contains 14319 members 
Mstep: Class 14 contains 4791 members 
Mstep: Class 15 contains 7825 members 
Mstep: Class 16 contains 6143 members 
Mstep: Class 17 contains 153491 members 
Mstep: Class 18 contains 7443 members 
Mstep: Class 19 contains 39883 members 
Mstep: Class 20 contains 24036 members 
Mstep: Class 21 contains 6135 members 
Mstep: Class 22 contains 4028 members 
Mstep: Class 23 contains 78035 members 
Mstep: Class 24 contains 4568 members 
Mstep: Class 25 contains 5030 members 
Mstep: Class 26 contains 64289 members 
Mstep: Class 27 contains 4508 members 
Mstep: Class 28 contains 119909 members 
Mstep: Class 29 contains 13771 members 
Mstep: Class 30 contains 45059 members 
Mstep: Class 31 contains 27807 members 
Mstep: Class 32 contains 1211 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 69786 members 
Mstep: Class 35 contains 18019 members 
Mstep: Class 36 contains 498503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111990656.000000 Penalty: 126742.460938
Iteration 372Q: 37 clusters Score -1.119907e+08 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8441 members 
Mstep: Class 4 contains 3238 members 
Mstep: Class 5 contains 18099 members 
Mstep: Class 6 contains 28616 members 
Mstep: Class 7 contains 19043 members 
Mstep: Class 8 contains 6518 members 
Mstep: Class 9 contains 58190 members 
Mstep: Class 10 contains 69925 members 
Mstep: Class 11 contains 5893 members 
Mstep: Class 12 contains 8858 members 
Mstep: Class 13 contains 14312 members 
Mstep: Class 14 contains 4791 members 
Mstep: Class 15 contains 7825 members 
Mstep: Class 16 contains 6143 members 
Mstep: Class 17 contains 153489 members 
Mstep: Class 18 contains 7442 members 
Mstep: Class 19 contains 39885 members 
Mstep: Class 20 contains 24038 members 
Mstep: Class 21 contains 6130 members 
Mstep: Class 22 contains 4027 members 
Mstep: Class 23 contains 78088 members 
Mstep: Class 24 contains 4569 members 
Mstep: Class 25 contains 5028 members 
Mstep: Class 26 contains 64289 members 
Mstep: Class 27 contains 4508 members 
Mstep: Class 28 contains 119919 members 
Mstep: Class 29 contains 13776 members 
Mstep: Class 30 contains 45088 members 
Mstep: Class 31 contains 27902 members 
Mstep: Class 32 contains 1211 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 69607 members 
Mstep: Class 35 contains 18589 members 
Mstep: Class 36 contains 497959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111990712.000000 Penalty: 126742.460938
Iteration 373Q: 37 clusters Score -1.119907e+08 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8444 members 
Mstep: Class 4 contains 3239 members 
Mstep: Class 5 contains 18139 members 
Mstep: Class 6 contains 28643 members 
Mstep: Class 7 contains 19044 members 
Mstep: Class 8 contains 6518 members 
Mstep: Class 9 contains 58113 members 
Mstep: Class 10 contains 69912 members 
Mstep: Class 11 contains 5890 members 
Mstep: Class 12 contains 8858 members 
Mstep: Class 13 contains 14310 members 
Mstep: Class 14 contains 4791 members 
Mstep: Class 15 contains 7825 members 
Mstep: Class 16 contains 6143 members 
Mstep: Class 17 contains 153491 members 
Mstep: Class 18 contains 7441 members 
Mstep: Class 19 contains 39883 members 
Mstep: Class 20 contains 24041 members 
Mstep: Class 21 contains 6122 members 
Mstep: Class 22 contains 4028 members 
Mstep: Class 23 contains 78130 members 
Mstep: Class 24 contains 4569 members 
Mstep: Class 25 contains 5025 members 
Mstep: Class 26 contains 64290 members 
Mstep: Class 27 contains 4508 members 
Mstep: Class 28 contains 119926 members 
Mstep: Class 29 contains 13782 members 
Mstep: Class 30 contains 45126 members 
Mstep: Class 31 contains 27985 members 
Mstep: Class 32 contains 1211 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 69444 members 
Mstep: Class 35 contains 19130 members 
Mstep: Class 36 contains 497444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111990600.000000 Penalty: 126742.460938
Iteration 374Q: 37 clusters Score -1.119906e+08 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8445 members 
Mstep: Class 4 contains 3239 members 
Mstep: Class 5 contains 18181 members 
Mstep: Class 6 contains 28663 members 
Mstep: Class 7 contains 19045 members 
Mstep: Class 8 contains 6521 members 
Mstep: Class 9 contains 58045 members 
Mstep: Class 10 contains 69897 members 
Mstep: Class 11 contains 5890 members 
Mstep: Class 12 contains 8858 members 
Mstep: Class 13 contains 14314 members 
Mstep: Class 14 contains 4792 members 
Mstep: Class 15 contains 7825 members 
Mstep: Class 16 contains 6143 members 
Mstep: Class 17 contains 153494 members 
Mstep: Class 18 contains 7440 members 
Mstep: Class 19 contains 39885 members 
Mstep: Class 20 contains 24041 members 
Mstep: Class 21 contains 6118 members 
Mstep: Class 22 contains 4028 members 
Mstep: Class 23 contains 78164 members 
Mstep: Class 24 contains 4570 members 
Mstep: Class 25 contains 5023 members 
Mstep: Class 26 contains 64288 members 
Mstep: Class 27 contains 4508 members 
Mstep: Class 28 contains 119935 members 
Mstep: Class 29 contains 13788 members 
Mstep: Class 30 contains 45162 members 
Mstep: Class 31 contains 28071 members 
Mstep: Class 32 contains 1211 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 69260 members 
Mstep: Class 35 contains 19646 members 
Mstep: Class 36 contains 496963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111990648.000000 Penalty: 126742.460938
Iteration 375Q: 37 clusters Score -1.119906e+08 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8445 members 
Mstep: Class 4 contains 3238 members 
Mstep: Class 5 contains 18239 members 
Mstep: Class 6 contains 28675 members 
Mstep: Class 7 contains 19049 members 
Mstep: Class 8 contains 6526 members 
Mstep: Class 9 contains 57986 members 
Mstep: Class 10 contains 69882 members 
Mstep: Class 11 contains 5889 members 
Mstep: Class 12 contains 8858 members 
Mstep: Class 13 contains 14320 members 
Mstep: Class 14 contains 4793 members 
Mstep: Class 15 contains 7825 members 
Mstep: Class 16 contains 6143 members 
Mstep: Class 17 contains 153495 members 
Mstep: Class 18 contains 7440 members 
Mstep: Class 19 contains 39888 members 
Mstep: Class 20 contains 24042 members 
Mstep: Class 21 contains 6110 members 
Mstep: Class 22 contains 4029 members 
Mstep: Class 23 contains 78212 members 
Mstep: Class 24 contains 4572 members 
Mstep: Class 25 contains 5020 members 
Mstep: Class 26 contains 64283 members 
Mstep: Class 27 contains 4508 members 
Mstep: Class 28 contains 119942 members 
Mstep: Class 29 contains 13797 members 
Mstep: Class 30 contains 45214 members 
Mstep: Class 31 contains 28162 members 
Mstep: Class 32 contains 1211 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 69104 members 
Mstep: Class 35 contains 20128 members 
Mstep: Class 36 contains 496432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111990496.000000 Penalty: 126742.460938
Iteration 376Q: 37 clusters Score -1.119905e+08 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8445 members 
Mstep: Class 4 contains 3238 members 
Mstep: Class 5 contains 18289 members 
Mstep: Class 6 contains 28692 members 
Mstep: Class 7 contains 19055 members 
Mstep: Class 8 contains 6533 members 
Mstep: Class 9 contains 57933 members 
Mstep: Class 10 contains 69862 members 
Mstep: Class 11 contains 5891 members 
Mstep: Class 12 contains 8858 members 
Mstep: Class 13 contains 14315 members 
Mstep: Class 14 contains 4793 members 
Mstep: Class 15 contains 7825 members 
Mstep: Class 16 contains 6143 members 
Mstep: Class 17 contains 153495 members 
Mstep: Class 18 contains 7440 members 
Mstep: Class 19 contains 39889 members 
Mstep: Class 20 contains 24046 members 
Mstep: Class 21 contains 6103 members 
Mstep: Class 22 contains 4029 members 
Mstep: Class 23 contains 78239 members 
Mstep: Class 24 contains 4572 members 
Mstep: Class 25 contains 5017 members 
Mstep: Class 26 contains 64284 members 
Mstep: Class 27 contains 4508 members 
Mstep: Class 28 contains 119955 members 
Mstep: Class 29 contains 13806 members 
Mstep: Class 30 contains 45271 members 
Mstep: Class 31 contains 28256 members 
Mstep: Class 32 contains 1211 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 68992 members 
Mstep: Class 35 contains 20577 members 
Mstep: Class 36 contains 495896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111990608.000000 Penalty: 126742.460938
Iteration 377Q: 37 clusters Score -1.119906e+08 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8445 members 
Mstep: Class 4 contains 3237 members 
Mstep: Class 5 contains 18336 members 
Mstep: Class 6 contains 28709 members 
Mstep: Class 7 contains 19056 members 
Mstep: Class 8 contains 6534 members 
Mstep: Class 9 contains 57888 members 
Mstep: Class 10 contains 69851 members 
Mstep: Class 11 contains 5894 members 
Mstep: Class 12 contains 8858 members 
Mstep: Class 13 contains 14319 members 
Mstep: Class 14 contains 4793 members 
Mstep: Class 15 contains 7825 members 
Mstep: Class 16 contains 6143 members 
Mstep: Class 17 contains 153499 members 
Mstep: Class 18 contains 7439 members 
Mstep: Class 19 contains 39891 members 
Mstep: Class 20 contains 24048 members 
Mstep: Class 21 contains 6088 members 
Mstep: Class 22 contains 4027 members 
Mstep: Class 23 contains 78260 members 
Mstep: Class 24 contains 4573 members 
Mstep: Class 25 contains 5015 members 
Mstep: Class 26 contains 64294 members 
Mstep: Class 27 contains 4508 members 
Mstep: Class 28 contains 119966 members 
Mstep: Class 29 contains 13812 members 
Mstep: Class 30 contains 45310 members 
Mstep: Class 31 contains 28354 members 
Mstep: Class 32 contains 1212 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 68860 members 
Mstep: Class 35 contains 21001 members 
Mstep: Class 36 contains 495413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111990552.000000 Penalty: 126742.460938
Iteration 378Q: 37 clusters Score -1.119906e+08 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8443 members 
Mstep: Class 4 contains 3236 members 
Mstep: Class 5 contains 18386 members 
Mstep: Class 6 contains 28724 members 
Mstep: Class 7 contains 19055 members 
Mstep: Class 8 contains 6537 members 
Mstep: Class 9 contains 57853 members 
Mstep: Class 10 contains 69844 members 
Mstep: Class 11 contains 5898 members 
Mstep: Class 12 contains 8858 members 
Mstep: Class 13 contains 14325 members 
Mstep: Class 14 contains 4793 members 
Mstep: Class 15 contains 7826 members 
Mstep: Class 16 contains 6143 members 
Mstep: Class 17 contains 153503 members 
Mstep: Class 18 contains 7438 members 
Mstep: Class 19 contains 39894 members 
Mstep: Class 20 contains 24047 members 
Mstep: Class 21 contains 6076 members 
Mstep: Class 22 contains 4025 members 
Mstep: Class 23 contains 78283 members 
Mstep: Class 24 contains 4573 members 
Mstep: Class 25 contains 5011 members 
Mstep: Class 26 contains 64294 members 
Mstep: Class 27 contains 4508 members 
Mstep: Class 28 contains 119992 members 
Mstep: Class 29 contains 13821 members 
Mstep: Class 30 contains 45347 members 
Mstep: Class 31 contains 28449 members 
Mstep: Class 32 contains 1213 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 68717 members 
Mstep: Class 35 contains 21434 members 
Mstep: Class 36 contains 494913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111990768.000000 Penalty: 126742.460938
Iteration 379Q: 37 clusters Score -1.119908e+08 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8444 members 
Mstep: Class 4 contains 3235 members 
Mstep: Class 5 contains 18429 members 
Mstep: Class 6 contains 28741 members 
Mstep: Class 7 contains 19052 members 
Mstep: Class 8 contains 6537 members 
Mstep: Class 9 contains 57806 members 
Mstep: Class 10 contains 69841 members 
Mstep: Class 11 contains 5899 members 
Mstep: Class 12 contains 8858 members 
Mstep: Class 13 contains 14326 members 
Mstep: Class 14 contains 4792 members 
Mstep: Class 15 contains 7827 members 
Mstep: Class 16 contains 6143 members 
Mstep: Class 17 contains 153507 members 
Mstep: Class 18 contains 7438 members 
Mstep: Class 19 contains 39898 members 
Mstep: Class 20 contains 24051 members 
Mstep: Class 21 contains 6061 members 
Mstep: Class 22 contains 4024 members 
Mstep: Class 23 contains 78314 members 
Mstep: Class 24 contains 4574 members 
Mstep: Class 25 contains 5010 members 
Mstep: Class 26 contains 64295 members 
Mstep: Class 27 contains 4508 members 
Mstep: Class 28 contains 120024 members 
Mstep: Class 29 contains 13825 members 
Mstep: Class 30 contains 45376 members 
Mstep: Class 31 contains 28521 members 
Mstep: Class 32 contains 1213 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 68578 members 
Mstep: Class 35 contains 21821 members 
Mstep: Class 36 contains 494492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111990616.000000 Penalty: 126742.460938
Iteration 380F: 37 clusters Score -1.119906e+08 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8443 members 
Mstep: Class 4 contains 3235 members 
Mstep: Class 5 contains 18470 members 
Mstep: Class 6 contains 28754 members 
Mstep: Class 7 contains 19056 members 
Mstep: Class 8 contains 6536 members 
Mstep: Class 9 contains 57748 members 
Mstep: Class 10 contains 69842 members 
Mstep: Class 11 contains 5895 members 
Mstep: Class 12 contains 8858 members 
Mstep: Class 13 contains 14331 members 
Mstep: Class 14 contains 4792 members 
Mstep: Class 15 contains 7827 members 
Mstep: Class 16 contains 6143 members 
Mstep: Class 17 contains 153508 members 
Mstep: Class 18 contains 7438 members 
Mstep: Class 19 contains 39900 members 
Mstep: Class 20 contains 24055 members 
Mstep: Class 21 contains 6050 members 
Mstep: Class 22 contains 4023 members 
Mstep: Class 23 contains 78332 members 
Mstep: Class 24 contains 4574 members 
Mstep: Class 25 contains 5010 members 
Mstep: Class 26 contains 64293 members 
Mstep: Class 27 contains 4508 members 
Mstep: Class 28 contains 120046 members 
Mstep: Class 29 contains 13832 members 
Mstep: Class 30 contains 45415 members 
Mstep: Class 31 contains 28604 members 
Mstep: Class 32 contains 1213 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 68386 members 
Mstep: Class 35 contains 22256 members 
Mstep: Class 36 contains 494092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111990624.000000 Penalty: 126742.460938
Iteration 381Q: 37 clusters Score -1.119906e+08 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8442 members 
Mstep: Class 4 contains 3232 members 
Mstep: Class 5 contains 18517 members 
Mstep: Class 6 contains 28778 members 
Mstep: Class 7 contains 19057 members 
Mstep: Class 8 contains 6534 members 
Mstep: Class 9 contains 57682 members 
Mstep: Class 10 contains 69840 members 
Mstep: Class 11 contains 5892 members 
Mstep: Class 12 contains 8858 members 
Mstep: Class 13 contains 14326 members 
Mstep: Class 14 contains 4793 members 
Mstep: Class 15 contains 7828 members 
Mstep: Class 16 contains 6143 members 
Mstep: Class 17 contains 153510 members 
Mstep: Class 18 contains 7438 members 
Mstep: Class 19 contains 39903 members 
Mstep: Class 20 contains 24051 members 
Mstep: Class 21 contains 6041 members 
Mstep: Class 22 contains 4022 members 
Mstep: Class 23 contains 78354 members 
Mstep: Class 24 contains 4577 members 
Mstep: Class 25 contains 5010 members 
Mstep: Class 26 contains 64293 members 
Mstep: Class 27 contains 4508 members 
Mstep: Class 28 contains 120075 members 
Mstep: Class 29 contains 13842 members 
Mstep: Class 30 contains 45439 members 
Mstep: Class 31 contains 28692 members 
Mstep: Class 32 contains 1213 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 68165 members 
Mstep: Class 35 contains 22685 members 
Mstep: Class 36 contains 493724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111990552.000000 Penalty: 126742.460938
Iteration 382Q: 37 clusters Score -1.119906e+08 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8446 members 
Mstep: Class 4 contains 3233 members 
Mstep: Class 5 contains 18567 members 
Mstep: Class 6 contains 28799 members 
Mstep: Class 7 contains 19058 members 
Mstep: Class 8 contains 6531 members 
Mstep: Class 9 contains 57627 members 
Mstep: Class 10 contains 69848 members 
Mstep: Class 11 contains 5898 members 
Mstep: Class 12 contains 8858 members 
Mstep: Class 13 contains 14324 members 
Mstep: Class 14 contains 4793 members 
Mstep: Class 15 contains 7827 members 
Mstep: Class 16 contains 6143 members 
Mstep: Class 17 contains 153510 members 
Mstep: Class 18 contains 7437 members 
Mstep: Class 19 contains 39909 members 
Mstep: Class 20 contains 24046 members 
Mstep: Class 21 contains 6032 members 
Mstep: Class 22 contains 4022 members 
Mstep: Class 23 contains 78378 members 
Mstep: Class 24 contains 4579 members 
Mstep: Class 25 contains 5010 members 
Mstep: Class 26 contains 64283 members 
Mstep: Class 27 contains 4508 members 
Mstep: Class 28 contains 120098 members 
Mstep: Class 29 contains 13847 members 
Mstep: Class 30 contains 45480 members 
Mstep: Class 31 contains 28767 members 
Mstep: Class 32 contains 1213 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 67930 members 
Mstep: Class 35 contains 23118 members 
Mstep: Class 36 contains 493347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111990392.000000 Penalty: 126742.460938
Iteration 383Q: 37 clusters Score -1.119904e+08 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8446 members 
Mstep: Class 4 contains 3235 members 
Mstep: Class 5 contains 18614 members 
Mstep: Class 6 contains 28816 members 
Mstep: Class 7 contains 19066 members 
Mstep: Class 8 contains 6529 members 
Mstep: Class 9 contains 57551 members 
Mstep: Class 10 contains 69842 members 
Mstep: Class 11 contains 5906 members 
Mstep: Class 12 contains 8858 members 
Mstep: Class 13 contains 14316 members 
Mstep: Class 14 contains 4793 members 
Mstep: Class 15 contains 7827 members 
Mstep: Class 16 contains 6143 members 
Mstep: Class 17 contains 153510 members 
Mstep: Class 18 contains 7437 members 
Mstep: Class 19 contains 39918 members 
Mstep: Class 20 contains 24044 members 
Mstep: Class 21 contains 6027 members 
Mstep: Class 22 contains 4023 members 
Mstep: Class 23 contains 78402 members 
Mstep: Class 24 contains 4581 members 
Mstep: Class 25 contains 5013 members 
Mstep: Class 26 contains 64290 members 
Mstep: Class 27 contains 4508 members 
Mstep: Class 28 contains 120117 members 
Mstep: Class 29 contains 13854 members 
Mstep: Class 30 contains 45517 members 
Mstep: Class 31 contains 28846 members 
Mstep: Class 32 contains 1213 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 67684 members 
Mstep: Class 35 contains 23552 members 
Mstep: Class 36 contains 492994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111990608.000000 Penalty: 126742.460938
Iteration 384Q: 37 clusters Score -1.119906e+08 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8445 members 
Mstep: Class 4 contains 3234 members 
Mstep: Class 5 contains 18667 members 
Mstep: Class 6 contains 28840 members 
Mstep: Class 7 contains 19071 members 
Mstep: Class 8 contains 6526 members 
Mstep: Class 9 contains 57484 members 
Mstep: Class 10 contains 69829 members 
Mstep: Class 11 contains 5910 members 
Mstep: Class 12 contains 8858 members 
Mstep: Class 13 contains 14318 members 
Mstep: Class 14 contains 4793 members 
Mstep: Class 15 contains 7827 members 
Mstep: Class 16 contains 6143 members 
Mstep: Class 17 contains 153509 members 
Mstep: Class 18 contains 7437 members 
Mstep: Class 19 contains 39924 members 
Mstep: Class 20 contains 24049 members 
Mstep: Class 21 contains 6020 members 
Mstep: Class 22 contains 4025 members 
Mstep: Class 23 contains 78432 members 
Mstep: Class 24 contains 4584 members 
Mstep: Class 25 contains 5013 members 
Mstep: Class 26 contains 64297 members 
Mstep: Class 27 contains 4508 members 
Mstep: Class 28 contains 120142 members 
Mstep: Class 29 contains 13862 members 
Mstep: Class 30 contains 45550 members 
Mstep: Class 31 contains 28920 members 
Mstep: Class 32 contains 1213 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 67456 members 
Mstep: Class 35 contains 23983 members 
Mstep: Class 36 contains 492608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111990424.000000 Penalty: 126742.460938
Iteration 385Q: 37 clusters Score -1.119904e+08 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8445 members 
Mstep: Class 4 contains 3233 members 
Mstep: Class 5 contains 18724 members 
Mstep: Class 6 contains 28872 members 
Mstep: Class 7 contains 19069 members 
Mstep: Class 8 contains 6522 members 
Mstep: Class 9 contains 57431 members 
Mstep: Class 10 contains 69814 members 
Mstep: Class 11 contains 5910 members 
Mstep: Class 12 contains 8858 members 
Mstep: Class 13 contains 14309 members 
Mstep: Class 14 contains 4791 members 
Mstep: Class 15 contains 7826 members 
Mstep: Class 16 contains 6143 members 
Mstep: Class 17 contains 153510 members 
Mstep: Class 18 contains 7437 members 
Mstep: Class 19 contains 39926 members 
Mstep: Class 20 contains 24047 members 
Mstep: Class 21 contains 6008 members 
Mstep: Class 22 contains 4026 members 
Mstep: Class 23 contains 78453 members 
Mstep: Class 24 contains 4587 members 
Mstep: Class 25 contains 5013 members 
Mstep: Class 26 contains 64303 members 
Mstep: Class 27 contains 4508 members 
Mstep: Class 28 contains 120169 members 
Mstep: Class 29 contains 13866 members 
Mstep: Class 30 contains 45584 members 
Mstep: Class 31 contains 28999 members 
Mstep: Class 32 contains 1213 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 67275 members 
Mstep: Class 35 contains 24376 members 
Mstep: Class 36 contains 492232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111990496.000000 Penalty: 126742.460938
Iteration 386Q: 37 clusters Score -1.119905e+08 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8446 members 
Mstep: Class 4 contains 3234 members 
Mstep: Class 5 contains 18784 members 
Mstep: Class 6 contains 28897 members 
Mstep: Class 7 contains 19067 members 
Mstep: Class 8 contains 6520 members 
Mstep: Class 9 contains 57376 members 
Mstep: Class 10 contains 69802 members 
Mstep: Class 11 contains 5919 members 
Mstep: Class 12 contains 8858 members 
Mstep: Class 13 contains 14309 members 
Mstep: Class 14 contains 4791 members 
Mstep: Class 15 contains 7826 members 
Mstep: Class 16 contains 6143 members 
Mstep: Class 17 contains 153510 members 
Mstep: Class 18 contains 7437 members 
Mstep: Class 19 contains 39928 members 
Mstep: Class 20 contains 24049 members 
Mstep: Class 21 contains 6000 members 
Mstep: Class 22 contains 4028 members 
Mstep: Class 23 contains 78474 members 
Mstep: Class 24 contains 4590 members 
Mstep: Class 25 contains 5015 members 
Mstep: Class 26 contains 64308 members 
Mstep: Class 27 contains 4508 members 
Mstep: Class 28 contains 120193 members 
Mstep: Class 29 contains 13872 members 
Mstep: Class 30 contains 45621 members 
Mstep: Class 31 contains 29080 members 
Mstep: Class 32 contains 1213 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 67089 members 
Mstep: Class 35 contains 24735 members 
Mstep: Class 36 contains 491855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111990600.000000 Penalty: 126742.460938
Iteration 387Q: 37 clusters Score -1.119906e+08 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8446 members 
Mstep: Class 4 contains 3235 members 
Mstep: Class 5 contains 18830 members 
Mstep: Class 6 contains 28915 members 
Mstep: Class 7 contains 19069 members 
Mstep: Class 8 contains 6516 members 
Mstep: Class 9 contains 57323 members 
Mstep: Class 10 contains 69802 members 
Mstep: Class 11 contains 5922 members 
Mstep: Class 12 contains 8858 members 
Mstep: Class 13 contains 14305 members 
Mstep: Class 14 contains 4791 members 
Mstep: Class 15 contains 7826 members 
Mstep: Class 16 contains 6143 members 
Mstep: Class 17 contains 153512 members 
Mstep: Class 18 contains 7437 members 
Mstep: Class 19 contains 39932 members 
Mstep: Class 20 contains 24047 members 
Mstep: Class 21 contains 5994 members 
Mstep: Class 22 contains 4031 members 
Mstep: Class 23 contains 78503 members 
Mstep: Class 24 contains 4590 members 
Mstep: Class 25 contains 5018 members 
Mstep: Class 26 contains 64318 members 
Mstep: Class 27 contains 4508 members 
Mstep: Class 28 contains 120225 members 
Mstep: Class 29 contains 13877 members 
Mstep: Class 30 contains 45659 members 
Mstep: Class 31 contains 29148 members 
Mstep: Class 32 contains 1214 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 66925 members 
Mstep: Class 35 contains 25095 members 
Mstep: Class 36 contains 491467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111990584.000000 Penalty: 126742.460938
Iteration 388Q: 37 clusters Score -1.119906e+08 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8446 members 
Mstep: Class 4 contains 3234 members 
Mstep: Class 5 contains 18888 members 
Mstep: Class 6 contains 28929 members 
Mstep: Class 7 contains 19074 members 
Mstep: Class 8 contains 6513 members 
Mstep: Class 9 contains 57266 members 
Mstep: Class 10 contains 69787 members 
Mstep: Class 11 contains 5919 members 
Mstep: Class 12 contains 8858 members 
Mstep: Class 13 contains 14305 members 
Mstep: Class 14 contains 4790 members 
Mstep: Class 15 contains 7826 members 
Mstep: Class 16 contains 6143 members 
Mstep: Class 17 contains 153512 members 
Mstep: Class 18 contains 7437 members 
Mstep: Class 19 contains 39939 members 
Mstep: Class 20 contains 24048 members 
Mstep: Class 21 contains 5987 members 
Mstep: Class 22 contains 4031 members 
Mstep: Class 23 contains 78534 members 
Mstep: Class 24 contains 4591 members 
Mstep: Class 25 contains 5020 members 
Mstep: Class 26 contains 64327 members 
Mstep: Class 27 contains 4508 members 
Mstep: Class 28 contains 120258 members 
Mstep: Class 29 contains 13878 members 
Mstep: Class 30 contains 45701 members 
Mstep: Class 31 contains 29229 members 
Mstep: Class 32 contains 1215 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 66785 members 
Mstep: Class 35 contains 25447 members 
Mstep: Class 36 contains 491059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111990720.000000 Penalty: 126742.460938
Iteration 389Q: 37 clusters Score -1.119907e+08 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8447 members 
Mstep: Class 4 contains 3233 members 
Mstep: Class 5 contains 18947 members 
Mstep: Class 6 contains 28952 members 
Mstep: Class 7 contains 19082 members 
Mstep: Class 8 contains 6511 members 
Mstep: Class 9 contains 57211 members 
Mstep: Class 10 contains 69776 members 
Mstep: Class 11 contains 5916 members 
Mstep: Class 12 contains 8858 members 
Mstep: Class 13 contains 14308 members 
Mstep: Class 14 contains 4790 members 
Mstep: Class 15 contains 7826 members 
Mstep: Class 16 contains 6143 members 
Mstep: Class 17 contains 153512 members 
Mstep: Class 18 contains 7436 members 
Mstep: Class 19 contains 39946 members 
Mstep: Class 20 contains 24046 members 
Mstep: Class 21 contains 5983 members 
Mstep: Class 22 contains 4030 members 
Mstep: Class 23 contains 78553 members 
Mstep: Class 24 contains 4592 members 
Mstep: Class 25 contains 5019 members 
Mstep: Class 26 contains 64342 members 
Mstep: Class 27 contains 4508 members 
Mstep: Class 28 contains 120287 members 
Mstep: Class 29 contains 13883 members 
Mstep: Class 30 contains 45731 members 
Mstep: Class 31 contains 29320 members 
Mstep: Class 32 contains 1215 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 66650 members 
Mstep: Class 35 contains 25798 members 
Mstep: Class 36 contains 490634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111990736.000000 Penalty: 126742.460938
Iteration 390Q: 37 clusters Score -1.119907e+08 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8447 members 
Mstep: Class 4 contains 3232 members 
Mstep: Class 5 contains 18998 members 
Mstep: Class 6 contains 28981 members 
Mstep: Class 7 contains 19085 members 
Mstep: Class 8 contains 6509 members 
Mstep: Class 9 contains 57159 members 
Mstep: Class 10 contains 69773 members 
Mstep: Class 11 contains 5920 members 
Mstep: Class 12 contains 8858 members 
Mstep: Class 13 contains 14296 members 
Mstep: Class 14 contains 4789 members 
Mstep: Class 15 contains 7826 members 
Mstep: Class 16 contains 6143 members 
Mstep: Class 17 contains 153510 members 
Mstep: Class 18 contains 7435 members 
Mstep: Class 19 contains 39956 members 
Mstep: Class 20 contains 24040 members 
Mstep: Class 21 contains 5979 members 
Mstep: Class 22 contains 4030 members 
Mstep: Class 23 contains 78566 members 
Mstep: Class 24 contains 4594 members 
Mstep: Class 25 contains 5017 members 
Mstep: Class 26 contains 64341 members 
Mstep: Class 27 contains 4509 members 
Mstep: Class 28 contains 120308 members 
Mstep: Class 29 contains 13883 members 
Mstep: Class 30 contains 45763 members 
Mstep: Class 31 contains 29409 members 
Mstep: Class 32 contains 1215 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 66508 members 
Mstep: Class 35 contains 26124 members 
Mstep: Class 36 contains 490283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111990720.000000 Penalty: 126742.460938
Iteration 391Q: 37 clusters Score -1.119907e+08 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8447 members 
Mstep: Class 4 contains 3232 members 
Mstep: Class 5 contains 19064 members 
Mstep: Class 6 contains 29012 members 
Mstep: Class 7 contains 19084 members 
Mstep: Class 8 contains 6510 members 
Mstep: Class 9 contains 57119 members 
Mstep: Class 10 contains 69768 members 
Mstep: Class 11 contains 5921 members 
Mstep: Class 12 contains 8858 members 
Mstep: Class 13 contains 14293 members 
Mstep: Class 14 contains 4788 members 
Mstep: Class 15 contains 7826 members 
Mstep: Class 16 contains 6142 members 
Mstep: Class 17 contains 153510 members 
Mstep: Class 18 contains 7435 members 
Mstep: Class 19 contains 39960 members 
Mstep: Class 20 contains 24036 members 
Mstep: Class 21 contains 5976 members 
Mstep: Class 22 contains 4031 members 
Mstep: Class 23 contains 78585 members 
Mstep: Class 24 contains 4596 members 
Mstep: Class 25 contains 5017 members 
Mstep: Class 26 contains 64339 members 
Mstep: Class 27 contains 4510 members 
Mstep: Class 28 contains 120337 members 
Mstep: Class 29 contains 13882 members 
Mstep: Class 30 contains 45788 members 
Mstep: Class 31 contains 29502 members 
Mstep: Class 32 contains 1215 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 66377 members 
Mstep: Class 35 contains 26413 members 
Mstep: Class 36 contains 489918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111990984.000000 Penalty: 126742.460938
Iteration 392Q: 37 clusters Score -1.11991e+08 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8446 members 
Mstep: Class 4 contains 3232 members 
Mstep: Class 5 contains 19128 members 
Mstep: Class 6 contains 29040 members 
Mstep: Class 7 contains 19086 members 
Mstep: Class 8 contains 6510 members 
Mstep: Class 9 contains 57074 members 
Mstep: Class 10 contains 69768 members 
Mstep: Class 11 contains 5926 members 
Mstep: Class 12 contains 8858 members 
Mstep: Class 13 contains 14290 members 
Mstep: Class 14 contains 4787 members 
Mstep: Class 15 contains 7826 members 
Mstep: Class 16 contains 6142 members 
Mstep: Class 17 contains 153510 members 
Mstep: Class 18 contains 7435 members 
Mstep: Class 19 contains 39963 members 
Mstep: Class 20 contains 24032 members 
Mstep: Class 21 contains 5972 members 
Mstep: Class 22 contains 4032 members 
Mstep: Class 23 contains 78621 members 
Mstep: Class 24 contains 4597 members 
Mstep: Class 25 contains 5017 members 
Mstep: Class 26 contains 64337 members 
Mstep: Class 27 contains 4510 members 
Mstep: Class 28 contains 120378 members 
Mstep: Class 29 contains 13881 members 
Mstep: Class 30 contains 45815 members 
Mstep: Class 31 contains 29564 members 
Mstep: Class 32 contains 1216 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 66249 members 
Mstep: Class 35 contains 26685 members 
Mstep: Class 36 contains 489569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111990992.000000 Penalty: 126742.460938
Iteration 393Q: 37 clusters Score -1.11991e+08 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8446 members 
Mstep: Class 4 contains 3228 members 
Mstep: Class 5 contains 19187 members 
Mstep: Class 6 contains 29068 members 
Mstep: Class 7 contains 19084 members 
Mstep: Class 8 contains 6515 members 
Mstep: Class 9 contains 57015 members 
Mstep: Class 10 contains 69764 members 
Mstep: Class 11 contains 5931 members 
Mstep: Class 12 contains 8858 members 
Mstep: Class 13 contains 14293 members 
Mstep: Class 14 contains 4786 members 
Mstep: Class 15 contains 7826 members 
Mstep: Class 16 contains 6142 members 
Mstep: Class 17 contains 153510 members 
Mstep: Class 18 contains 7437 members 
Mstep: Class 19 contains 39969 members 
Mstep: Class 20 contains 24032 members 
Mstep: Class 21 contains 5968 members 
Mstep: Class 22 contains 4032 members 
Mstep: Class 23 contains 78640 members 
Mstep: Class 24 contains 4597 members 
Mstep: Class 25 contains 5018 members 
Mstep: Class 26 contains 64333 members 
Mstep: Class 27 contains 4510 members 
Mstep: Class 28 contains 120419 members 
Mstep: Class 29 contains 13882 members 
Mstep: Class 30 contains 45842 members 
Mstep: Class 31 contains 29625 members 
Mstep: Class 32 contains 1216 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 66092 members 
Mstep: Class 35 contains 26961 members 
Mstep: Class 36 contains 489271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111991064.000000 Penalty: 126742.460938
Iteration 394Q: 37 clusters Score -1.119911e+08 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8446 members 
Mstep: Class 4 contains 3226 members 
Mstep: Class 5 contains 19238 members 
Mstep: Class 6 contains 29078 members 
Mstep: Class 7 contains 19085 members 
Mstep: Class 8 contains 6518 members 
Mstep: Class 9 contains 56959 members 
Mstep: Class 10 contains 69759 members 
Mstep: Class 11 contains 5935 members 
Mstep: Class 12 contains 8858 members 
Mstep: Class 13 contains 14288 members 
Mstep: Class 14 contains 4784 members 
Mstep: Class 15 contains 7826 members 
Mstep: Class 16 contains 6142 members 
Mstep: Class 17 contains 153510 members 
Mstep: Class 18 contains 7439 members 
Mstep: Class 19 contains 39972 members 
Mstep: Class 20 contains 24030 members 
Mstep: Class 21 contains 5966 members 
Mstep: Class 22 contains 4035 members 
Mstep: Class 23 contains 78665 members 
Mstep: Class 24 contains 4599 members 
Mstep: Class 25 contains 5019 members 
Mstep: Class 26 contains 64337 members 
Mstep: Class 27 contains 4510 members 
Mstep: Class 28 contains 120431 members 
Mstep: Class 29 contains 13884 members 
Mstep: Class 30 contains 45873 members 
Mstep: Class 31 contains 29671 members 
Mstep: Class 32 contains 1216 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 65935 members 
Mstep: Class 35 contains 27248 members 
Mstep: Class 36 contains 489017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111991136.000000 Penalty: 126742.460938
Iteration 395Q: 37 clusters Score -1.119911e+08 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8447 members 
Mstep: Class 4 contains 3227 members 
Mstep: Class 5 contains 19299 members 
Mstep: Class 6 contains 29092 members 
Mstep: Class 7 contains 19081 members 
Mstep: Class 8 contains 6521 members 
Mstep: Class 9 contains 56923 members 
Mstep: Class 10 contains 69759 members 
Mstep: Class 11 contains 5933 members 
Mstep: Class 12 contains 8858 members 
Mstep: Class 13 contains 14283 members 
Mstep: Class 14 contains 4781 members 
Mstep: Class 15 contains 7826 members 
Mstep: Class 16 contains 6142 members 
Mstep: Class 17 contains 153512 members 
Mstep: Class 18 contains 7441 members 
Mstep: Class 19 contains 39975 members 
Mstep: Class 20 contains 24023 members 
Mstep: Class 21 contains 5962 members 
Mstep: Class 22 contains 4035 members 
Mstep: Class 23 contains 78689 members 
Mstep: Class 24 contains 4601 members 
Mstep: Class 25 contains 5020 members 
Mstep: Class 26 contains 64319 members 
Mstep: Class 27 contains 4510 members 
Mstep: Class 28 contains 120445 members 
Mstep: Class 29 contains 13886 members 
Mstep: Class 30 contains 45893 members 
Mstep: Class 31 contains 29731 members 
Mstep: Class 32 contains 1216 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 65812 members 
Mstep: Class 35 contains 27512 members 
Mstep: Class 36 contains 488748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111991128.000000 Penalty: 126742.460938
Iteration 396Q: 37 clusters Score -1.119911e+08 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8448 members 
Mstep: Class 4 contains 3226 members 
Mstep: Class 5 contains 19361 members 
Mstep: Class 6 contains 29111 members 
Mstep: Class 7 contains 19078 members 
Mstep: Class 8 contains 6524 members 
Mstep: Class 9 contains 56896 members 
Mstep: Class 10 contains 69756 members 
Mstep: Class 11 contains 5933 members 
Mstep: Class 12 contains 8858 members 
Mstep: Class 13 contains 14273 members 
Mstep: Class 14 contains 4778 members 
Mstep: Class 15 contains 7826 members 
Mstep: Class 16 contains 6142 members 
Mstep: Class 17 contains 153511 members 
Mstep: Class 18 contains 7444 members 
Mstep: Class 19 contains 39982 members 
Mstep: Class 20 contains 24023 members 
Mstep: Class 21 contains 5959 members 
Mstep: Class 22 contains 4035 members 
Mstep: Class 23 contains 78714 members 
Mstep: Class 24 contains 4601 members 
Mstep: Class 25 contains 5018 members 
Mstep: Class 26 contains 64306 members 
Mstep: Class 27 contains 4510 members 
Mstep: Class 28 contains 120467 members 
Mstep: Class 29 contains 13889 members 
Mstep: Class 30 contains 45915 members 
Mstep: Class 31 contains 29778 members 
Mstep: Class 32 contains 1216 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 65705 members 
Mstep: Class 35 contains 27750 members 
Mstep: Class 36 contains 488469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111991136.000000 Penalty: 126742.460938
Iteration 397Q: 37 clusters Score -1.119911e+08 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8448 members 
Mstep: Class 4 contains 3226 members 
Mstep: Class 5 contains 19410 members 
Mstep: Class 6 contains 29130 members 
Mstep: Class 7 contains 19075 members 
Mstep: Class 8 contains 6524 members 
Mstep: Class 9 contains 56872 members 
Mstep: Class 10 contains 69746 members 
Mstep: Class 11 contains 5930 members 
Mstep: Class 12 contains 8858 members 
Mstep: Class 13 contains 14271 members 
Mstep: Class 14 contains 4777 members 
Mstep: Class 15 contains 7826 members 
Mstep: Class 16 contains 6142 members 
Mstep: Class 17 contains 153512 members 
Mstep: Class 18 contains 7445 members 
Mstep: Class 19 contains 39982 members 
Mstep: Class 20 contains 24023 members 
Mstep: Class 21 contains 5957 members 
Mstep: Class 22 contains 4036 members 
Mstep: Class 23 contains 78741 members 
Mstep: Class 24 contains 4601 members 
Mstep: Class 25 contains 5015 members 
Mstep: Class 26 contains 64292 members 
Mstep: Class 27 contains 4510 members 
Mstep: Class 28 contains 120506 members 
Mstep: Class 29 contains 13892 members 
Mstep: Class 30 contains 45935 members 
Mstep: Class 31 contains 29836 members 
Mstep: Class 32 contains 1216 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 65612 members 
Mstep: Class 35 contains 27968 members 
Mstep: Class 36 contains 488186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111991192.000000 Penalty: 126742.460938
Iteration 398Q: 37 clusters Score -1.119912e+08 nChanged 663
Entering ConstructFrom: 
Score: -111991192.000000 Penalty: 126742.460938
Entering ConstructFrom: 
Trying to split cluster 1 (8811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Entering Unmasked Estep 
Score: -718149.500000 Penalty: 2252.771484
	Iteration 0F: 2 clusters Score -718149.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -711231.125000 Penalty: 4505.542969
	Iteration 0F: 3 clusters Score -711231.1 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -713064.750000 Penalty: 4505.542969
	Iteration 1F: 3 clusters Score -713064.8 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -713331.625000 Penalty: 4505.542969
	Iteration 2F: 3 clusters Score -713331.6 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -713524.812500 Penalty: 4505.542969
	Iteration 3Q: 3 clusters Score -713524.8 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -713692.937500 Penalty: 4505.542969
	Iteration 4Q: 3 clusters Score -713692.9 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -713867.000000 Penalty: 4505.542969
	Iteration 5Q: 3 clusters Score -713867 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -714050.937500 Penalty: 4505.542969
	Iteration 6Q: 3 clusters Score -714050.9 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -714274.562500 Penalty: 4505.542969
	Iteration 7Q: 3 clusters Score -714274.6 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -714522.000000 Penalty: 4505.542969
	Iteration 8Q: 3 clusters Score -714522 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -714815.375000 Penalty: 4505.542969
	Iteration 9Q: 3 clusters Score -714815.4 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -715142.187500 Penalty: 4505.542969
	Iteration 10Q: 3 clusters Score -715142.2 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -715465.062500 Penalty: 4505.542969
	Iteration 11Q: 3 clusters Score -715465.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -715773.375000 Penalty: 4505.542969
	Iteration 12Q: 3 clusters Score -715773.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -716006.312500 Penalty: 4505.542969
	Iteration 13Q: 3 clusters Score -716006.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -716181.125000 Penalty: 4505.542969
	Iteration 14Q: 3 clusters Score -716181.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -716293.312500 Penalty: 4505.542969
	Iteration 15Q: 3 clusters Score -716293.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -716357.625000 Penalty: 4505.542969
	Iteration 16Q: 3 clusters Score -716357.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -716390.500000 Penalty: 4505.542969
	Iteration 17Q: 3 clusters Score -716390.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -716405.562500 Penalty: 4505.542969
	Iteration 18Q: 3 clusters Score -716405.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -716415.437500 Penalty: 4505.542969
	Iteration 19Q: 3 clusters Score -716415.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -716424.875000 Penalty: 4505.542969
	Iteration 20F: 3 clusters Score -716424.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -716431.187500 Penalty: 4505.542969
	Iteration 21Q: 3 clusters Score -716431.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -716436.625000 Penalty: 4505.542969
	Iteration 22Q: 3 clusters Score -716436.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -716437.500000 Penalty: 4505.542969
	Iteration 23Q: 3 clusters Score -716437.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -716437.125000 Penalty: 4505.542969
	Iteration 24Q: 3 clusters Score -716437.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -716437.125000 Penalty: 4505.542969
	Iteration 25F: 3 clusters Score -716437.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Entering Unmasked Estep 
Score: -267507.000000 Penalty: 2020.455566
	Iteration 0F: 2 clusters Score -267507 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -264008.406250 Penalty: 4040.911133
	Iteration 0F: 3 clusters Score -264008.4 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -264793.656250 Penalty: 4040.911133
	Iteration 1F: 3 clusters Score -264793.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -264950.906250 Penalty: 4040.911133
	Iteration 2F: 3 clusters Score -264950.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -265048.406250 Penalty: 4040.911133
	Iteration 3Q: 3 clusters Score -265048.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -265117.343750 Penalty: 4040.911133
	Iteration 4Q: 3 clusters Score -265117.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -265162.812500 Penalty: 4040.911133
	Iteration 5Q: 3 clusters Score -265162.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -265199.500000 Penalty: 4040.911133
	Iteration 6Q: 3 clusters Score -265199.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -265224.250000 Penalty: 4040.911133
	Iteration 7Q: 3 clusters Score -265224.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -265247.750000 Penalty: 4040.911133
	Iteration 8Q: 3 clusters Score -265247.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -265269.062500 Penalty: 4040.911133
	Iteration 9Q: 3 clusters Score -265269.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -265288.781250 Penalty: 4040.911133
	Iteration 10Q: 3 clusters Score -265288.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -265305.312500 Penalty: 4040.911133
	Iteration 11Q: 3 clusters Score -265305.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -265321.718750 Penalty: 4040.911133
	Iteration 12Q: 3 clusters Score -265321.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -265334.468750 Penalty: 4040.911133
	Iteration 13Q: 3 clusters Score -265334.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -265347.312500 Penalty: 4040.911133
	Iteration 14Q: 3 clusters Score -265347.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -265360.687500 Penalty: 4040.911133
	Iteration 15Q: 3 clusters Score -265360.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -265371.968750 Penalty: 4040.911133
	Iteration 16Q: 3 clusters Score -265372 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -265382.468750 Penalty: 4040.911133
	Iteration 17Q: 3 clusters Score -265382.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -265389.781250 Penalty: 4040.911133
	Iteration 18Q: 3 clusters Score -265389.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -265393.968750 Penalty: 4040.911133
	Iteration 19Q: 3 clusters Score -265394 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -265398.843750 Penalty: 4040.911133
	Iteration 20F: 3 clusters Score -265398.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -265404.656250 Penalty: 4040.911133
	Iteration 21Q: 3 clusters Score -265404.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -265411.375000 Penalty: 4040.911133
	Iteration 22Q: 3 clusters Score -265411.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -265414.406250 Penalty: 4040.911133
	Iteration 23Q: 3 clusters Score -265414.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -265418.375000 Penalty: 4040.911133
	Iteration 24Q: 3 clusters Score -265418.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -265421.875000 Penalty: 4040.911133
	Iteration 25Q: 3 clusters Score -265421.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -265425.437500 Penalty: 4040.911133
	Iteration 26Q: 3 clusters Score -265425.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -265428.781250 Penalty: 4040.911133
	Iteration 27Q: 3 clusters Score -265428.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -265431.718750 Penalty: 4040.911133
	Iteration 28Q: 3 clusters Score -265431.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -265431.781250 Penalty: 4040.911133
	Iteration 29Q: 3 clusters Score -265431.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -265433.375000 Penalty: 4040.911133
	Iteration 30Q: 3 clusters Score -265433.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -265434.125000 Penalty: 4040.911133
	Iteration 31Q: 3 clusters Score -265434.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -265435.406250 Penalty: 4040.911133
	Iteration 32Q: 3 clusters Score -265435.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -265438.343750 Penalty: 4040.911133
	Iteration 33Q: 3 clusters Score -265438.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -265440.687500 Penalty: 4040.911133
	Iteration 34Q: 3 clusters Score -265440.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -265444.156250 Penalty: 4040.911133
	Iteration 35Q: 3 clusters Score -265444.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -265445.250000 Penalty: 4040.911133
	Iteration 36Q: 3 clusters Score -265445.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -265447.656250 Penalty: 4040.911133
	Iteration 37Q: 3 clusters Score -265447.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -265448.843750 Penalty: 4040.911133
	Iteration 38Q: 3 clusters Score -265448.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -265449.312500 Penalty: 4040.911133
	Iteration 39Q: 3 clusters Score -265449.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -265449.500000 Penalty: 4040.911133
	Iteration 40F: 3 clusters Score -265449.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -265450.281250 Penalty: 4040.911133
	Iteration 41Q: 3 clusters Score -265450.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -265450.125000 Penalty: 4040.911133
	Iteration 42Q: 3 clusters Score -265450.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -265450.125000 Penalty: 4040.911133
	Iteration 43F: 3 clusters Score -265450.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Entering Unmasked Estep 
Score: -638050.687500 Penalty: 2242.337891
	Iteration 0F: 2 clusters Score -638050.7 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 4151 members 
Entering Unmasked Estep 
Score: -631379.062500 Penalty: 4484.675781
	Iteration 0F: 3 clusters Score -631379.1 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -633291.437500 Penalty: 4484.675781
	Iteration 1F: 3 clusters Score -633291.4 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -633650.812500 Penalty: 4484.675781
	Iteration 2F: 3 clusters Score -633650.8 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -633912.312500 Penalty: 4484.675781
	Iteration 3F: 3 clusters Score -633912.3 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -634135.312500 Penalty: 4484.675781
	Iteration 4Q: 3 clusters Score -634135.3 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -634366.562500 Penalty: 4484.675781
	Iteration 5Q: 3 clusters Score -634366.6 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -634600.375000 Penalty: 4484.675781
	Iteration 6Q: 3 clusters Score -634600.4 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -634846.500000 Penalty: 4484.675781
	Iteration 7Q: 3 clusters Score -634846.5 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -635096.250000 Penalty: 4484.675781
	Iteration 8Q: 3 clusters Score -635096.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -635383.875000 Penalty: 4484.675781
	Iteration 9Q: 3 clusters Score -635383.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -635679.687500 Penalty: 4484.675781
	Iteration 10Q: 3 clusters Score -635679.7 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -635946.125000 Penalty: 4484.675781
	Iteration 11Q: 3 clusters Score -635946.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -636155.875000 Penalty: 4484.675781
	Iteration 12Q: 3 clusters Score -636155.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -636285.187500 Penalty: 4484.675781
	Iteration 13Q: 3 clusters Score -636285.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -636356.750000 Penalty: 4484.675781
	Iteration 14Q: 3 clusters Score -636356.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -636401.687500 Penalty: 4484.675781
	Iteration 15Q: 3 clusters Score -636401.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -636432.937500 Penalty: 4484.675781
	Iteration 16Q: 3 clusters Score -636432.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -636461.875000 Penalty: 4484.675781
	Iteration 17Q: 3 clusters Score -636461.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -636484.062500 Penalty: 4484.675781
	Iteration 18Q: 3 clusters Score -636484.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -636514.812500 Penalty: 4484.675781
	Iteration 19Q: 3 clusters Score -636514.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -636547.187500 Penalty: 4484.675781
	Iteration 20F: 3 clusters Score -636547.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -636599.125000 Penalty: 4484.675781
	Iteration 21Q: 3 clusters Score -636599.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -636665.750000 Penalty: 4484.675781
	Iteration 22Q: 3 clusters Score -636665.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -636751.312500 Penalty: 4484.675781
	Iteration 23Q: 3 clusters Score -636751.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -636850.125000 Penalty: 4484.675781
	Iteration 24Q: 3 clusters Score -636850.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -636932.812500 Penalty: 4484.675781
	Iteration 25Q: 3 clusters Score -636932.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -637008.562500 Penalty: 4484.675781
	Iteration 26Q: 3 clusters Score -637008.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -637071.187500 Penalty: 4484.675781
	Iteration 27Q: 3 clusters Score -637071.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -637128.062500 Penalty: 4484.675781
	Iteration 28Q: 3 clusters Score -637128.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -637185.937500 Penalty: 4484.675781
	Iteration 29Q: 3 clusters Score -637185.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -637239.250000 Penalty: 4484.675781
	Iteration 30Q: 3 clusters Score -637239.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -637280.000000 Penalty: 4484.675781
	Iteration 31Q: 3 clusters Score -637280 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -637317.062500 Penalty: 4484.675781
	Iteration 32Q: 3 clusters Score -637317.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -637349.562500 Penalty: 4484.675781
	Iteration 33Q: 3 clusters Score -637349.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -637367.187500 Penalty: 4484.675781
	Iteration 34Q: 3 clusters Score -637367.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -637377.625000 Penalty: 4484.675781
	Iteration 35Q: 3 clusters Score -637377.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -637384.125000 Penalty: 4484.675781
	Iteration 36Q: 3 clusters Score -637384.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -637386.500000 Penalty: 4484.675781
	Iteration 37Q: 3 clusters Score -637386.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -637389.562500 Penalty: 4484.675781
	Iteration 38Q: 3 clusters Score -637389.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -637393.437500 Penalty: 4484.675781
	Iteration 39Q: 3 clusters Score -637393.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -637394.437500 Penalty: 4484.675781
	Iteration 40F: 3 clusters Score -637394.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -637397.437500 Penalty: 4484.675781
	Iteration 41Q: 3 clusters Score -637397.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -637399.812500 Penalty: 4484.675781
	Iteration 42Q: 3 clusters Score -637399.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -637401.875000 Penalty: 4484.675781
	Iteration 43Q: 3 clusters Score -637401.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -637403.687500 Penalty: 4484.675781
	Iteration 44Q: 3 clusters Score -637403.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -637404.687500 Penalty: 4484.675781
	Iteration 45Q: 3 clusters Score -637404.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -637408.062500 Penalty: 4484.675781
	Iteration 46Q: 3 clusters Score -637408.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -637407.250000 Penalty: 4484.675781
	Iteration 47Q: 3 clusters Score -637407.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -637410.937500 Penalty: 4484.675781
	Iteration 48Q: 3 clusters Score -637410.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -637413.375000 Penalty: 4484.675781
	Iteration 49Q: 3 clusters Score -637413.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -637415.750000 Penalty: 4484.675781
	Iteration 50Q: 3 clusters Score -637415.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -637415.437500 Penalty: 4484.675781
	Iteration 51Q: 3 clusters Score -637415.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -637417.937500 Penalty: 4484.675781
	Iteration 52Q: 3 clusters Score -637417.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -637418.437500 Penalty: 4484.675781
	Iteration 53Q: 3 clusters Score -637418.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -637417.812500 Penalty: 4484.675781
	Iteration 54Q: 3 clusters Score -637417.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -637417.937500 Penalty: 4484.675781
	Iteration 55Q: 3 clusters Score -637417.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -637419.187500 Penalty: 4484.675781
	Iteration 56Q: 3 clusters Score -637419.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -637419.187500 Penalty: 4484.675781
	Iteration 57F: 3 clusters Score -637419.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Entering Unmasked Estep 
Score: -215157.281250 Penalty: 2003.514771
	Iteration 0F: 2 clusters Score -215157.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -211743.359375 Penalty: 4007.029541
	Iteration 0F: 3 clusters Score -211743.4 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -212778.703125 Penalty: 4007.029541
	Iteration 1F: 3 clusters Score -212778.7 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -213189.546875 Penalty: 4007.029541
	Iteration 2F: 3 clusters Score -213189.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -213465.421875 Penalty: 4007.029541
	Iteration 3F: 3 clusters Score -213465.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -213686.968750 Penalty: 4007.029541
	Iteration 4F: 3 clusters Score -213687 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -213827.656250 Penalty: 4007.029541
	Iteration 5Q: 3 clusters Score -213827.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -213935.531250 Penalty: 4007.029541
	Iteration 6Q: 3 clusters Score -213935.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -214024.093750 Penalty: 4007.029541
	Iteration 7Q: 3 clusters Score -214024.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -214114.046875 Penalty: 4007.029541
	Iteration 8Q: 3 clusters Score -214114 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -214189.765625 Penalty: 4007.029541
	Iteration 9Q: 3 clusters Score -214189.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -214238.171875 Penalty: 4007.029541
	Iteration 10Q: 3 clusters Score -214238.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -214270.171875 Penalty: 4007.029541
	Iteration 11Q: 3 clusters Score -214270.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -214305.156250 Penalty: 4007.029541
	Iteration 12Q: 3 clusters Score -214305.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -214320.312500 Penalty: 4007.029541
	Iteration 13Q: 3 clusters Score -214320.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -214342.031250 Penalty: 4007.029541
	Iteration 14Q: 3 clusters Score -214342 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -214360.765625 Penalty: 4007.029541
	Iteration 15Q: 3 clusters Score -214360.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -214379.062500 Penalty: 4007.029541
	Iteration 16Q: 3 clusters Score -214379.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -214388.890625 Penalty: 4007.029541
	Iteration 17Q: 3 clusters Score -214388.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -214395.187500 Penalty: 4007.029541
	Iteration 18Q: 3 clusters Score -214395.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -214398.343750 Penalty: 4007.029541
	Iteration 19Q: 3 clusters Score -214398.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -214401.328125 Penalty: 4007.029541
	Iteration 20F: 3 clusters Score -214401.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -214407.250000 Penalty: 4007.029541
	Iteration 21Q: 3 clusters Score -214407.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -214407.921875 Penalty: 4007.029541
	Iteration 22Q: 3 clusters Score -214407.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -214409.875000 Penalty: 4007.029541
	Iteration 23Q: 3 clusters Score -214409.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -214410.234375 Penalty: 4007.029541
	Iteration 24Q: 3 clusters Score -214410.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -214410.234375 Penalty: 4007.029541
	Iteration 25F: 3 clusters Score -214410.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (19457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19457 members 
Entering Unmasked Estep 
Score: -1597021.375000 Penalty: 2449.238525
	Iteration 0F: 2 clusters Score -1597021 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -1583343.375000 Penalty: 4898.477051
	Iteration 0F: 3 clusters Score -1583343 nChanged 8506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -1588325.875000 Penalty: 4898.477051
	Iteration 1F: 3 clusters Score -1588326 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -1589169.625000 Penalty: 4898.477051
	Iteration 2F: 3 clusters Score -1589170 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1590034.250000 Penalty: 4898.477051
	Iteration 3F: 3 clusters Score -1590034 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1591123.750000 Penalty: 4898.477051
	Iteration 4F: 3 clusters Score -1591124 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1592315.875000 Penalty: 4898.477051
	Iteration 5F: 3 clusters Score -1592316 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1593434.875000 Penalty: 4898.477051
	Iteration 6F: 3 clusters Score -1593435 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1594343.750000 Penalty: 4898.477051
	Iteration 7F: 3 clusters Score -1594344 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16226 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1594906.125000 Penalty: 4898.477051
	Iteration 8Q: 3 clusters Score -1594906 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16611 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1595222.625000 Penalty: 4898.477051
	Iteration 9Q: 3 clusters Score -1595223 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16890 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1595396.250000 Penalty: 4898.477051
	Iteration 10Q: 3 clusters Score -1595396 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1595500.625000 Penalty: 4898.477051
	Iteration 11Q: 3 clusters Score -1595501 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1595556.500000 Penalty: 4898.477051
	Iteration 12Q: 3 clusters Score -1595556 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17301 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1595592.375000 Penalty: 4898.477051
	Iteration 13Q: 3 clusters Score -1595592 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1595622.500000 Penalty: 4898.477051
	Iteration 14Q: 3 clusters Score -1595622 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1595640.500000 Penalty: 4898.477051
	Iteration 15Q: 3 clusters Score -1595640 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17486 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1595651.750000 Penalty: 4898.477051
	Iteration 16Q: 3 clusters Score -1595652 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17532 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1595663.750000 Penalty: 4898.477051
	Iteration 17Q: 3 clusters Score -1595664 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17570 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1595673.250000 Penalty: 4898.477051
	Iteration 18Q: 3 clusters Score -1595673 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17611 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1595682.875000 Penalty: 4898.477051
	Iteration 19Q: 3 clusters Score -1595683 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17644 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1595691.125000 Penalty: 4898.477051
	Iteration 20F: 3 clusters Score -1595691 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17664 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1595700.500000 Penalty: 4898.477051
	Iteration 21Q: 3 clusters Score -1595700 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17681 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1595701.250000 Penalty: 4898.477051
	Iteration 22Q: 3 clusters Score -1595701 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17695 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1595704.000000 Penalty: 4898.477051
	Iteration 23Q: 3 clusters Score -1595704 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17715 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1595712.500000 Penalty: 4898.477051
	Iteration 24Q: 3 clusters Score -1595712 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17738 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1595717.000000 Penalty: 4898.477051
	Iteration 25Q: 3 clusters Score -1595717 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1595721.875000 Penalty: 4898.477051
	Iteration 26Q: 3 clusters Score -1595722 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17782 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1595733.125000 Penalty: 4898.477051
	Iteration 27Q: 3 clusters Score -1595733 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17812 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1595733.000000 Penalty: 4898.477051
	Iteration 28Q: 3 clusters Score -1595733 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1595741.000000 Penalty: 4898.477051
	Iteration 29Q: 3 clusters Score -1595741 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17855 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1595743.625000 Penalty: 4898.477051
	Iteration 30Q: 3 clusters Score -1595744 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17867 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1595747.000000 Penalty: 4898.477051
	Iteration 31Q: 3 clusters Score -1595747 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17874 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1595746.000000 Penalty: 4898.477051
	Iteration 32Q: 3 clusters Score -1595746 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17882 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1595752.125000 Penalty: 4898.477051
	Iteration 33Q: 3 clusters Score -1595752 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17894 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1595754.375000 Penalty: 4898.477051
	Iteration 34Q: 3 clusters Score -1595754 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17906 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1595758.125000 Penalty: 4898.477051
	Iteration 35Q: 3 clusters Score -1595758 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1595762.250000 Penalty: 4898.477051
	Iteration 36Q: 3 clusters Score -1595762 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17939 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1595768.500000 Penalty: 4898.477051
	Iteration 37Q: 3 clusters Score -1595768 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17952 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1595771.500000 Penalty: 4898.477051
	Iteration 38Q: 3 clusters Score -1595772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17956 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1595773.125000 Penalty: 4898.477051
	Iteration 39Q: 3 clusters Score -1595773 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17963 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1595773.125000 Penalty: 4898.477051
	Iteration 40F: 3 clusters Score -1595773 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17969 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1595777.250000 Penalty: 4898.477051
	Iteration 41Q: 3 clusters Score -1595777 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17979 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1595775.625000 Penalty: 4898.477051
	Iteration 42Q: 3 clusters Score -1595776 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17990 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1595781.125000 Penalty: 4898.477051
	Iteration 43Q: 3 clusters Score -1595781 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17998 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1595782.750000 Penalty: 4898.477051
	Iteration 44Q: 3 clusters Score -1595783 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18010 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1595789.375000 Penalty: 4898.477051
	Iteration 45Q: 3 clusters Score -1595789 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1595791.375000 Penalty: 4898.477051
	Iteration 46Q: 3 clusters Score -1595791 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18038 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1595796.875000 Penalty: 4898.477051
	Iteration 47Q: 3 clusters Score -1595797 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18047 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1595798.375000 Penalty: 4898.477051
	Iteration 48Q: 3 clusters Score -1595798 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18062 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1595798.125000 Penalty: 4898.477051
	Iteration 49Q: 3 clusters Score -1595798 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18070 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1595805.500000 Penalty: 4898.477051
	Iteration 50Q: 3 clusters Score -1595806 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18078 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1595808.625000 Penalty: 4898.477051
	Iteration 51Q: 3 clusters Score -1595809 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18085 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1595808.750000 Penalty: 4898.477051
	Iteration 52Q: 3 clusters Score -1595809 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18091 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1595809.750000 Penalty: 4898.477051
	Iteration 53Q: 3 clusters Score -1595810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18095 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1595810.125000 Penalty: 4898.477051
	Iteration 54Q: 3 clusters Score -1595810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18098 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1595813.500000 Penalty: 4898.477051
	Iteration 55Q: 3 clusters Score -1595814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18102 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1595814.250000 Penalty: 4898.477051
	Iteration 56Q: 3 clusters Score -1595814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18105 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1595815.625000 Penalty: 4898.477051
	Iteration 57Q: 3 clusters Score -1595816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18107 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1595816.250000 Penalty: 4898.477051
	Iteration 58Q: 3 clusters Score -1595816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18110 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1595812.625000 Penalty: 4898.477051
	Iteration 59Q: 3 clusters Score -1595813 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18113 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1595816.250000 Penalty: 4898.477051
	Iteration 60F: 3 clusters Score -1595816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18116 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1595815.500000 Penalty: 4898.477051
	Iteration 61Q: 3 clusters Score -1595816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18118 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1595818.375000 Penalty: 4898.477051
	Iteration 62Q: 3 clusters Score -1595818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18120 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1595820.500000 Penalty: 4898.477051
	Iteration 63Q: 3 clusters Score -1595820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18120 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1595820.500000 Penalty: 4898.477051
	Iteration 64F: 3 clusters Score -1595820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (29158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29158 members 
Entering Unmasked Estep 
Score: -2393427.750000 Penalty: 2549.560059
	Iteration 0F: 2 clusters Score -2393428 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -2373417.750000 Penalty: 5099.120117
	Iteration 0F: 3 clusters Score -2373418 nChanged 13084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -2380503.750000 Penalty: 5099.120117
	Iteration 1F: 3 clusters Score -2380504 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -2380894.500000 Penalty: 5099.120117
	Iteration 2Q: 3 clusters Score -2380894 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 14960 members 
Entering Unmasked Estep 
Score: -2381191.250000 Penalty: 5099.120117
	Iteration 3Q: 3 clusters Score -2381191 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
Score: -2381407.750000 Penalty: 5099.120117
	Iteration 4Q: 3 clusters Score -2381408 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -2381609.500000 Penalty: 5099.120117
	Iteration 5Q: 3 clusters Score -2381610 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -2381778.500000 Penalty: 5099.120117
	Iteration 6Q: 3 clusters Score -2381778 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -2381970.250000 Penalty: 5099.120117
	Iteration 7Q: 3 clusters Score -2381970 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -2382161.250000 Penalty: 5099.120117
	Iteration 8Q: 3 clusters Score -2382161 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 16956 members 
Entering Unmasked Estep 
Score: -2382386.750000 Penalty: 5099.120117
	Iteration 9Q: 3 clusters Score -2382387 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 17709 members 
Entering Unmasked Estep 
Score: -2382684.000000 Penalty: 5099.120117
	Iteration 10Q: 3 clusters Score -2382684 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 18646 members 
Entering Unmasked Estep 
Score: -2383110.000000 Penalty: 5099.120117
	Iteration 11Q: 3 clusters Score -2383110 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 19856 members 
Entering Unmasked Estep 
Score: -2383808.500000 Penalty: 5099.120117
	Iteration 12Q: 3 clusters Score -2383808 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 21360 members 
Entering Unmasked Estep 
Score: -2384822.750000 Penalty: 5099.120117
	Iteration 13F: 3 clusters Score -2384823 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 23016 members 
Entering Unmasked Estep 
Score: -2386081.750000 Penalty: 5099.120117
	Iteration 14F: 3 clusters Score -2386082 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 24655 members 
Entering Unmasked Estep 
Score: -2387466.750000 Penalty: 5099.120117
	Iteration 15F: 3 clusters Score -2387467 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 26039 members 
Entering Unmasked Estep 
Score: -2388608.500000 Penalty: 5099.120117
	Iteration 16Q: 3 clusters Score -2388608 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 27084 members 
Entering Unmasked Estep 
Score: -2389514.250000 Penalty: 5099.120117
	Iteration 17Q: 3 clusters Score -2389514 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 27810 members 
Entering Unmasked Estep 
Score: -2390134.250000 Penalty: 5099.120117
	Iteration 18Q: 3 clusters Score -2390134 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 28247 members 
Entering Unmasked Estep 
Score: -2390535.750000 Penalty: 5099.120117
	Iteration 19Q: 3 clusters Score -2390536 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 28484 members 
Entering Unmasked Estep 
Score: -2390725.500000 Penalty: 5099.120117
	Iteration 20F: 3 clusters Score -2390726 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 28634 members 
Entering Unmasked Estep 
Score: -2390854.750000 Penalty: 5099.120117
	Iteration 21Q: 3 clusters Score -2390855 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 28736 members 
Entering Unmasked Estep 
Score: -2390952.250000 Penalty: 5099.120117
	Iteration 22Q: 3 clusters Score -2390952 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 28793 members 
Entering Unmasked Estep 
Score: -2391007.500000 Penalty: 5099.120117
	Iteration 23Q: 3 clusters Score -2391008 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 28829 members 
Entering Unmasked Estep 
Score: -2391058.500000 Penalty: 5099.120117
	Iteration 24Q: 3 clusters Score -2391058 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 28849 members 
Entering Unmasked Estep 
Score: -2391088.250000 Penalty: 5099.120117
	Iteration 25Q: 3 clusters Score -2391088 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 28861 members 
Entering Unmasked Estep 
Score: -2391122.000000 Penalty: 5099.120117
	Iteration 26Q: 3 clusters Score -2391122 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 28871 members 
Entering Unmasked Estep 
Score: -2391130.250000 Penalty: 5099.120117
	Iteration 27Q: 3 clusters Score -2391130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 28876 members 
Entering Unmasked Estep 
Score: -2391138.750000 Penalty: 5099.120117
	Iteration 28Q: 3 clusters Score -2391139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 28878 members 
Entering Unmasked Estep 
Score: -2391142.500000 Penalty: 5099.120117
	Iteration 29Q: 3 clusters Score -2391142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 28881 members 
Entering Unmasked Estep 
Score: -2391146.000000 Penalty: 5099.120117
	Iteration 30Q: 3 clusters Score -2391146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 28885 members 
Entering Unmasked Estep 
Score: -2391150.500000 Penalty: 5099.120117
	Iteration 31Q: 3 clusters Score -2391150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 28886 members 
Entering Unmasked Estep 
Score: -2391150.000000 Penalty: 5099.120117
	Iteration 32Q: 3 clusters Score -2391150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 28887 members 
Entering Unmasked Estep 
Score: -2391152.000000 Penalty: 5099.120117
	Iteration 33Q: 3 clusters Score -2391152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 28889 members 
Entering Unmasked Estep 
Score: -2391152.750000 Penalty: 5099.120117
	Iteration 34Q: 3 clusters Score -2391153 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 28889 members 
Entering Unmasked Estep 
Score: -2391152.750000 Penalty: 5099.120117
	Iteration 35F: 3 clusters Score -2391153 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (19071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19071 members 
Entering Unmasked Estep 
Score: -1331557.250000 Penalty: 2444.269287
	Iteration 0F: 2 clusters Score -1331557 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -1318226.250000 Penalty: 4888.538574
	Iteration 0F: 3 clusters Score -1318226 nChanged 8257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -1323110.250000 Penalty: 4888.538574
	Iteration 1F: 3 clusters Score -1323110 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -1324240.250000 Penalty: 4888.538574
	Iteration 2F: 3 clusters Score -1324240 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -1325446.875000 Penalty: 4888.538574
	Iteration 3F: 3 clusters Score -1325447 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -1326560.500000 Penalty: 4888.538574
	Iteration 4F: 3 clusters Score -1326560 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -1327517.500000 Penalty: 4888.538574
	Iteration 5F: 3 clusters Score -1327518 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -1328224.875000 Penalty: 4888.538574
	Iteration 6F: 3 clusters Score -1328225 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -1328734.000000 Penalty: 4888.538574
	Iteration 7Q: 3 clusters Score -1328734 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -1329092.625000 Penalty: 4888.538574
	Iteration 8Q: 3 clusters Score -1329093 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -1329322.625000 Penalty: 4888.538574
	Iteration 9Q: 3 clusters Score -1329323 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -1329489.375000 Penalty: 4888.538574
	Iteration 10Q: 3 clusters Score -1329489 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -1329626.750000 Penalty: 4888.538574
	Iteration 11Q: 3 clusters Score -1329627 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -1329744.000000 Penalty: 4888.538574
	Iteration 12Q: 3 clusters Score -1329744 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -1329833.250000 Penalty: 4888.538574
	Iteration 13Q: 3 clusters Score -1329833 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -1329935.000000 Penalty: 4888.538574
	Iteration 14Q: 3 clusters Score -1329935 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 14833 members 
Entering Unmasked Estep 
Score: -1330014.250000 Penalty: 4888.538574
	Iteration 15Q: 3 clusters Score -1330014 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 15040 members 
Entering Unmasked Estep 
Score: -1330087.250000 Penalty: 4888.538574
	Iteration 16Q: 3 clusters Score -1330087 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -1330170.500000 Penalty: 4888.538574
	Iteration 17Q: 3 clusters Score -1330170 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 15442 members 
Entering Unmasked Estep 
Score: -1330250.750000 Penalty: 4888.538574
	Iteration 18Q: 3 clusters Score -1330251 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -1330315.625000 Penalty: 4888.538574
	Iteration 19Q: 3 clusters Score -1330316 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 15760 members 
Entering Unmasked Estep 
Score: -1330365.750000 Penalty: 4888.538574
	Iteration 20F: 3 clusters Score -1330366 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 15883 members 
Entering Unmasked Estep 
Score: -1330410.500000 Penalty: 4888.538574
	Iteration 21Q: 3 clusters Score -1330410 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -1330448.125000 Penalty: 4888.538574
	Iteration 22Q: 3 clusters Score -1330448 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 16118 members 
Entering Unmasked Estep 
Score: -1330491.250000 Penalty: 4888.538574
	Iteration 23Q: 3 clusters Score -1330491 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 16205 members 
Entering Unmasked Estep 
Score: -1330529.000000 Penalty: 4888.538574
	Iteration 24Q: 3 clusters Score -1330529 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 16293 members 
Entering Unmasked Estep 
Score: -1330554.000000 Penalty: 4888.538574
	Iteration 25Q: 3 clusters Score -1330554 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 16379 members 
Entering Unmasked Estep 
Score: -1330588.500000 Penalty: 4888.538574
	Iteration 26Q: 3 clusters Score -1330588 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 16450 members 
Entering Unmasked Estep 
Score: -1330615.250000 Penalty: 4888.538574
	Iteration 27Q: 3 clusters Score -1330615 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
Score: -1330634.125000 Penalty: 4888.538574
	Iteration 28Q: 3 clusters Score -1330634 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
Score: -1330662.000000 Penalty: 4888.538574
	Iteration 29Q: 3 clusters Score -1330662 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
Score: -1330678.500000 Penalty: 4888.538574
	Iteration 30Q: 3 clusters Score -1330678 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 16678 members 
Entering Unmasked Estep 
Score: -1330684.875000 Penalty: 4888.538574
	Iteration 31Q: 3 clusters Score -1330685 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 16711 members 
Entering Unmasked Estep 
Score: -1330700.375000 Penalty: 4888.538574
	Iteration 32Q: 3 clusters Score -1330700 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
Score: -1330711.500000 Penalty: 4888.538574
	Iteration 33Q: 3 clusters Score -1330712 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 16775 members 
Entering Unmasked Estep 
Score: -1330715.750000 Penalty: 4888.538574
	Iteration 34Q: 3 clusters Score -1330716 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -1330726.500000 Penalty: 4888.538574
	Iteration 35Q: 3 clusters Score -1330726 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -1330738.750000 Penalty: 4888.538574
	Iteration 36Q: 3 clusters Score -1330739 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
Score: -1330745.375000 Penalty: 4888.538574
	Iteration 37Q: 3 clusters Score -1330745 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -1330749.875000 Penalty: 4888.538574
	Iteration 38Q: 3 clusters Score -1330750 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 16910 members 
Entering Unmasked Estep 
Score: -1330756.750000 Penalty: 4888.538574
	Iteration 39Q: 3 clusters Score -1330757 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 16934 members 
Entering Unmasked Estep 
Score: -1330761.375000 Penalty: 4888.538574
	Iteration 40F: 3 clusters Score -1330761 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -1330766.125000 Penalty: 4888.538574
	Iteration 41Q: 3 clusters Score -1330766 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 16983 members 
Entering Unmasked Estep 
Score: -1330774.125000 Penalty: 4888.538574
	Iteration 42Q: 3 clusters Score -1330774 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 17004 members 
Entering Unmasked Estep 
Score: -1330778.250000 Penalty: 4888.538574
	Iteration 43Q: 3 clusters Score -1330778 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 17027 members 
Entering Unmasked Estep 
Score: -1330789.125000 Penalty: 4888.538574
	Iteration 44Q: 3 clusters Score -1330789 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 17050 members 
Entering Unmasked Estep 
Score: -1330792.625000 Penalty: 4888.538574
	Iteration 45Q: 3 clusters Score -1330793 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 17072 members 
Entering Unmasked Estep 
Score: -1330806.625000 Penalty: 4888.538574
	Iteration 46Q: 3 clusters Score -1330807 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 17100 members 
Entering Unmasked Estep 
Score: -1330815.000000 Penalty: 4888.538574
	Iteration 47Q: 3 clusters Score -1330815 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 17127 members 
Entering Unmasked Estep 
Score: -1330829.125000 Penalty: 4888.538574
	Iteration 48Q: 3 clusters Score -1330829 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -1330846.750000 Penalty: 4888.538574
	Iteration 49Q: 3 clusters Score -1330847 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 17180 members 
Entering Unmasked Estep 
Score: -1330868.125000 Penalty: 4888.538574
	Iteration 50Q: 3 clusters Score -1330868 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 17208 members 
Entering Unmasked Estep 
Score: -1330886.250000 Penalty: 4888.538574
	Iteration 51Q: 3 clusters Score -1330886 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 17231 members 
Entering Unmasked Estep 
Score: -1330899.375000 Penalty: 4888.538574
	Iteration 52Q: 3 clusters Score -1330899 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 17251 members 
Entering Unmasked Estep 
Score: -1330914.500000 Penalty: 4888.538574
	Iteration 53Q: 3 clusters Score -1330914 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 17286 members 
Entering Unmasked Estep 
Score: -1330933.125000 Penalty: 4888.538574
	Iteration 54Q: 3 clusters Score -1330933 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 17325 members 
Entering Unmasked Estep 
Score: -1330967.125000 Penalty: 4888.538574
	Iteration 55Q: 3 clusters Score -1330967 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 17358 members 
Entering Unmasked Estep 
Score: -1331002.375000 Penalty: 4888.538574
	Iteration 56Q: 3 clusters Score -1331002 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 17391 members 
Entering Unmasked Estep 
Score: -1331019.625000 Penalty: 4888.538574
	Iteration 57Q: 3 clusters Score -1331020 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 17421 members 
Entering Unmasked Estep 
Score: -1331035.500000 Penalty: 4888.538574
	Iteration 58Q: 3 clusters Score -1331036 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -1331044.875000 Penalty: 4888.538574
	Iteration 59Q: 3 clusters Score -1331045 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 17460 members 
Entering Unmasked Estep 
Score: -1331054.250000 Penalty: 4888.538574
	Iteration 60F: 3 clusters Score -1331054 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 17471 members 
Entering Unmasked Estep 
Score: -1331058.625000 Penalty: 4888.538574
	Iteration 61Q: 3 clusters Score -1331059 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -1331056.375000 Penalty: 4888.538574
	Iteration 62Q: 3 clusters Score -1331056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 17474 members 
Entering Unmasked Estep 
Score: -1331057.625000 Penalty: 4888.538574
	Iteration 63Q: 3 clusters Score -1331058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 17477 members 
Entering Unmasked Estep 
Score: -1331061.000000 Penalty: 4888.538574
	Iteration 64Q: 3 clusters Score -1331061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 17477 members 
Entering Unmasked Estep 
Score: -1331060.875000 Penalty: 4888.538574
	Iteration 65Q: 3 clusters Score -1331061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -1331062.250000 Penalty: 4888.538574
	Iteration 66Q: 3 clusters Score -1331062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -1331062.250000 Penalty: 4888.538574
	Iteration 67F: 3 clusters Score -1331062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Entering Unmasked Estep 
Score: -512528.843750 Penalty: 2178.282227
	Iteration 0F: 2 clusters Score -512528.8 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 3229 members 
Entering Unmasked Estep 
Score: -507072.781250 Penalty: 4356.564453
	Iteration 0F: 3 clusters Score -507072.8 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -508565.812500 Penalty: 4356.564453
	Iteration 1F: 3 clusters Score -508565.8 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -508811.656250 Penalty: 4356.564453
	Iteration 2F: 3 clusters Score -508811.7 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -508976.531250 Penalty: 4356.564453
	Iteration 3Q: 3 clusters Score -508976.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -509126.812500 Penalty: 4356.564453
	Iteration 4Q: 3 clusters Score -509126.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -509251.156250 Penalty: 4356.564453
	Iteration 5Q: 3 clusters Score -509251.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -509375.812500 Penalty: 4356.564453
	Iteration 6Q: 3 clusters Score -509375.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -509492.218750 Penalty: 4356.564453
	Iteration 7Q: 3 clusters Score -509492.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -509608.281250 Penalty: 4356.564453
	Iteration 8Q: 3 clusters Score -509608.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -509730.500000 Penalty: 4356.564453
	Iteration 9Q: 3 clusters Score -509730.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -509878.687500 Penalty: 4356.564453
	Iteration 10Q: 3 clusters Score -509878.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -510041.531250 Penalty: 4356.564453
	Iteration 11Q: 3 clusters Score -510041.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -510222.187500 Penalty: 4356.564453
	Iteration 12Q: 3 clusters Score -510222.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -510415.062500 Penalty: 4356.564453
	Iteration 13Q: 3 clusters Score -510415.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -510590.687500 Penalty: 4356.564453
	Iteration 14Q: 3 clusters Score -510590.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -510739.281250 Penalty: 4356.564453
	Iteration 15Q: 3 clusters Score -510739.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -510841.437500 Penalty: 4356.564453
	Iteration 16Q: 3 clusters Score -510841.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -510925.656250 Penalty: 4356.564453
	Iteration 17Q: 3 clusters Score -510925.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -510997.125000 Penalty: 4356.564453
	Iteration 18Q: 3 clusters Score -510997.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -511052.250000 Penalty: 4356.564453
	Iteration 19Q: 3 clusters Score -511052.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -511099.562500 Penalty: 4356.564453
	Iteration 20F: 3 clusters Score -511099.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -511123.937500 Penalty: 4356.564453
	Iteration 21Q: 3 clusters Score -511123.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -511140.656250 Penalty: 4356.564453
	Iteration 22Q: 3 clusters Score -511140.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -511148.312500 Penalty: 4356.564453
	Iteration 23Q: 3 clusters Score -511148.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -511159.125000 Penalty: 4356.564453
	Iteration 24Q: 3 clusters Score -511159.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -511161.468750 Penalty: 4356.564453
	Iteration 25Q: 3 clusters Score -511161.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -511163.125000 Penalty: 4356.564453
	Iteration 26Q: 3 clusters Score -511163.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -511163.843750 Penalty: 4356.564453
	Iteration 27Q: 3 clusters Score -511163.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -511163.843750 Penalty: 4356.564453
	Iteration 28F: 3 clusters Score -511163.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (56852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56852 members 
Entering Unmasked Estep 
Score: -4450622.000000 Penalty: 2715.155273
	Iteration 0F: 2 clusters Score -4450622 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28510 members 
Mstep: Class 2 contains 28342 members 
Entering Unmasked Estep 
Score: -4412416.500000 Penalty: 5430.310547
	Iteration 0F: 3 clusters Score -4412416 nChanged 26523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29025 members 
Mstep: Class 2 contains 27827 members 
Entering Unmasked Estep 
Score: -4426862.000000 Penalty: 5430.310547
	Iteration 1F: 3 clusters Score -4426862 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29534 members 
Mstep: Class 2 contains 27318 members 
Entering Unmasked Estep 
Score: -4427522.000000 Penalty: 5430.310547
	Iteration 2Q: 3 clusters Score -4427522 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30238 members 
Mstep: Class 2 contains 26614 members 
Entering Unmasked Estep 
Score: -4428148.500000 Penalty: 5430.310547
	Iteration 3Q: 3 clusters Score -4428148 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31191 members 
Mstep: Class 2 contains 25661 members 
Entering Unmasked Estep 
Score: -4428838.500000 Penalty: 5430.310547
	Iteration 4Q: 3 clusters Score -4428838 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32498 members 
Mstep: Class 2 contains 24354 members 
Entering Unmasked Estep 
Score: -4429779.500000 Penalty: 5430.310547
	Iteration 5Q: 3 clusters Score -4429780 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34439 members 
Mstep: Class 2 contains 22413 members 
Entering Unmasked Estep 
Score: -4431109.500000 Penalty: 5430.310547
	Iteration 6Q: 3 clusters Score -4431110 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36927 members 
Mstep: Class 2 contains 19925 members 
Entering Unmasked Estep 
Score: -4433078.000000 Penalty: 5430.310547
	Iteration 7F: 3 clusters Score -4433078 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39932 members 
Mstep: Class 2 contains 16920 members 
Entering Unmasked Estep 
Score: -4435635.000000 Penalty: 5430.310547
	Iteration 8F: 3 clusters Score -4435635 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42964 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -4438463.500000 Penalty: 5430.310547
	Iteration 9F: 3 clusters Score -4438464 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45558 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -4440975.000000 Penalty: 5430.310547
	Iteration 10F: 3 clusters Score -4440975 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47500 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -4442898.000000 Penalty: 5430.310547
	Iteration 11Q: 3 clusters Score -4442898 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48842 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -4444332.000000 Penalty: 5430.310547
	Iteration 12Q: 3 clusters Score -4444332 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49816 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -4445295.500000 Penalty: 5430.310547
	Iteration 13Q: 3 clusters Score -4445296 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50558 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -4445991.500000 Penalty: 5430.310547
	Iteration 14Q: 3 clusters Score -4445992 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51146 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -4446515.000000 Penalty: 5430.310547
	Iteration 15Q: 3 clusters Score -4446515 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51596 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -4446891.000000 Penalty: 5430.310547
	Iteration 16Q: 3 clusters Score -4446891 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51944 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -4447159.500000 Penalty: 5430.310547
	Iteration 17Q: 3 clusters Score -4447160 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52197 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -4447338.500000 Penalty: 5430.310547
	Iteration 18Q: 3 clusters Score -4447338 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52397 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -4447475.000000 Penalty: 5430.310547
	Iteration 19Q: 3 clusters Score -4447475 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52567 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -4447557.000000 Penalty: 5430.310547
	Iteration 20F: 3 clusters Score -4447557 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52701 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -4447612.500000 Penalty: 5430.310547
	Iteration 21Q: 3 clusters Score -4447612 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52831 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -4447674.500000 Penalty: 5430.310547
	Iteration 22Q: 3 clusters Score -4447674 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52962 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -4447718.000000 Penalty: 5430.310547
	Iteration 23Q: 3 clusters Score -4447718 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53089 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -4447777.500000 Penalty: 5430.310547
	Iteration 24Q: 3 clusters Score -4447778 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53194 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -4447822.500000 Penalty: 5430.310547
	Iteration 25Q: 3 clusters Score -4447822 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53294 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -4447852.000000 Penalty: 5430.310547
	Iteration 26Q: 3 clusters Score -4447852 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53385 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -4447875.000000 Penalty: 5430.310547
	Iteration 27Q: 3 clusters Score -4447875 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53474 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -4447911.500000 Penalty: 5430.310547
	Iteration 28Q: 3 clusters Score -4447912 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53559 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -4447934.500000 Penalty: 5430.310547
	Iteration 29Q: 3 clusters Score -4447934 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53638 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -4447964.500000 Penalty: 5430.310547
	Iteration 30Q: 3 clusters Score -4447964 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53710 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -4447978.500000 Penalty: 5430.310547
	Iteration 31Q: 3 clusters Score -4447978 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53771 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -4447995.500000 Penalty: 5430.310547
	Iteration 32Q: 3 clusters Score -4447996 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53831 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -4448000.500000 Penalty: 5430.310547
	Iteration 33Q: 3 clusters Score -4448000 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53881 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -4448018.000000 Penalty: 5430.310547
	Iteration 34Q: 3 clusters Score -4448018 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53932 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -4448024.000000 Penalty: 5430.310547
	Iteration 35Q: 3 clusters Score -4448024 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53979 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -4448040.500000 Penalty: 5430.310547
	Iteration 36Q: 3 clusters Score -4448040 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54016 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -4448059.000000 Penalty: 5430.310547
	Iteration 37Q: 3 clusters Score -4448059 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54059 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -4448061.500000 Penalty: 5430.310547
	Iteration 38Q: 3 clusters Score -4448062 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54101 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -4448067.500000 Penalty: 5430.310547
	Iteration 39Q: 3 clusters Score -4448068 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54150 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -4448071.000000 Penalty: 5430.310547
	Iteration 40F: 3 clusters Score -4448071 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54193 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -4448080.500000 Penalty: 5430.310547
	Iteration 41Q: 3 clusters Score -4448080 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54240 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -4448096.500000 Penalty: 5430.310547
	Iteration 42Q: 3 clusters Score -4448096 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54280 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -4448111.500000 Penalty: 5430.310547
	Iteration 43Q: 3 clusters Score -4448112 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54312 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -4448117.000000 Penalty: 5430.310547
	Iteration 44Q: 3 clusters Score -4448117 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54342 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -4448129.000000 Penalty: 5430.310547
	Iteration 45Q: 3 clusters Score -4448129 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54369 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -4448132.000000 Penalty: 5430.310547
	Iteration 46Q: 3 clusters Score -4448132 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54388 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -4448141.500000 Penalty: 5430.310547
	Iteration 47Q: 3 clusters Score -4448142 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54413 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -4448143.500000 Penalty: 5430.310547
	Iteration 48Q: 3 clusters Score -4448144 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54441 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -4448153.000000 Penalty: 5430.310547
	Iteration 49Q: 3 clusters Score -4448153 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54475 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -4448159.500000 Penalty: 5430.310547
	Iteration 50Q: 3 clusters Score -4448160 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54510 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -4448180.000000 Penalty: 5430.310547
	Iteration 51Q: 3 clusters Score -4448180 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54530 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -4448182.500000 Penalty: 5430.310547
	Iteration 52Q: 3 clusters Score -4448182 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54551 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -4448183.000000 Penalty: 5430.310547
	Iteration 53Q: 3 clusters Score -4448183 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54578 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -4448190.500000 Penalty: 5430.310547
	Iteration 54Q: 3 clusters Score -4448190 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54606 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -4448199.500000 Penalty: 5430.310547
	Iteration 55Q: 3 clusters Score -4448200 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54624 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -4448210.500000 Penalty: 5430.310547
	Iteration 56Q: 3 clusters Score -4448210 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54638 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -4448200.000000 Penalty: 5430.310547
	Iteration 57Q: 3 clusters Score -4448200 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54651 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -4448217.000000 Penalty: 5430.310547
	Iteration 58Q: 3 clusters Score -4448217 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54653 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -4448208.500000 Penalty: 5430.310547
	Iteration 59Q: 3 clusters Score -4448208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54656 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -4448210.500000 Penalty: 5430.310547
	Iteration 60F: 3 clusters Score -4448210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54659 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -4448204.000000 Penalty: 5430.310547
	Iteration 61Q: 3 clusters Score -4448204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54663 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -4448202.000000 Penalty: 5430.310547
	Iteration 62Q: 3 clusters Score -4448202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54667 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -4448202.500000 Penalty: 5430.310547
	Iteration 63Q: 3 clusters Score -4448202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54670 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -4448203.000000 Penalty: 5430.310547
	Iteration 64Q: 3 clusters Score -4448203 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54675 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -4448199.000000 Penalty: 5430.310547
	Iteration 65Q: 3 clusters Score -4448199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54679 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -4448203.000000 Penalty: 5430.310547
	Iteration 66Q: 3 clusters Score -4448203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54683 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -4448203.500000 Penalty: 5430.310547
	Iteration 67Q: 3 clusters Score -4448204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54688 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -4448205.500000 Penalty: 5430.310547
	Iteration 68Q: 3 clusters Score -4448206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54692 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -4448206.500000 Penalty: 5430.310547
	Iteration 69Q: 3 clusters Score -4448206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54693 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -4448209.000000 Penalty: 5430.310547
	Iteration 70Q: 3 clusters Score -4448209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54695 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -4448210.000000 Penalty: 5430.310547
	Iteration 71Q: 3 clusters Score -4448210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54697 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -4448203.500000 Penalty: 5430.310547
	Iteration 72Q: 3 clusters Score -4448204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54699 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -4448206.500000 Penalty: 5430.310547
	Iteration 73Q: 3 clusters Score -4448206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54703 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -4448209.000000 Penalty: 5430.310547
	Iteration 74Q: 3 clusters Score -4448209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54706 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -4448208.000000 Penalty: 5430.310547
	Iteration 75Q: 3 clusters Score -4448208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54707 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -4448208.000000 Penalty: 5430.310547
	Iteration 76Q: 3 clusters Score -4448208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54708 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -4448211.500000 Penalty: 5430.310547
	Iteration 77Q: 3 clusters Score -4448212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54709 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -4448213.000000 Penalty: 5430.310547
	Iteration 78Q: 3 clusters Score -4448213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54711 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -4448207.500000 Penalty: 5430.310547
	Iteration 79Q: 3 clusters Score -4448208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54714 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -4448211.500000 Penalty: 5430.310547
	Iteration 80F: 3 clusters Score -4448212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54716 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -4448205.000000 Penalty: 5430.310547
	Iteration 81Q: 3 clusters Score -4448205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54718 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -4448208.000000 Penalty: 5430.310547
	Iteration 82Q: 3 clusters Score -4448208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54718 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -4448208.000000 Penalty: 5430.310547
	Iteration 83F: 3 clusters Score -4448208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (69741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69741 members 
Entering Unmasked Estep 
Score: -5634955.000000 Penalty: 2765.830811
	Iteration 0F: 2 clusters Score -5634955 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34748 members 
Mstep: Class 2 contains 34993 members 
Entering Unmasked Estep 
Score: -5588193.000000 Penalty: 5531.661621
	Iteration 0F: 3 clusters Score -5588193 nChanged 32586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33678 members 
Mstep: Class 2 contains 36063 members 
Entering Unmasked Estep 
Score: -5606769.500000 Penalty: 5531.661621
	Iteration 1F: 3 clusters Score -5606770 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33041 members 
Mstep: Class 2 contains 36700 members 
Entering Unmasked Estep 
Score: -5607669.000000 Penalty: 5531.661621
	Iteration 2Q: 3 clusters Score -5607669 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32164 members 
Mstep: Class 2 contains 37577 members 
Entering Unmasked Estep 
Score: -5608756.500000 Penalty: 5531.661621
	Iteration 3Q: 3 clusters Score -5608756 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30901 members 
Mstep: Class 2 contains 38840 members 
Entering Unmasked Estep 
Score: -5610317.000000 Penalty: 5531.661621
	Iteration 4Q: 3 clusters Score -5610317 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29205 members 
Mstep: Class 2 contains 40536 members 
Entering Unmasked Estep 
Score: -5612636.000000 Penalty: 5531.661621
	Iteration 5F: 3 clusters Score -5612636 nChanged 4372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27277 members 
Mstep: Class 2 contains 42464 members 
Entering Unmasked Estep 
Score: -5616087.500000 Penalty: 5531.661621
	Iteration 6F: 3 clusters Score -5616088 nChanged 4754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25419 members 
Mstep: Class 2 contains 44322 members 
Entering Unmasked Estep 
Score: -5620333.500000 Penalty: 5531.661621
	Iteration 7F: 3 clusters Score -5620334 nChanged 4774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24003 members 
Mstep: Class 2 contains 45738 members 
Entering Unmasked Estep 
Score: -5624326.000000 Penalty: 5531.661621
	Iteration 8F: 3 clusters Score -5624326 nChanged 3996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23135 members 
Mstep: Class 2 contains 46606 members 
Entering Unmasked Estep 
Score: -5627245.000000 Penalty: 5531.661621
	Iteration 9F: 3 clusters Score -5627245 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 47195 members 
Entering Unmasked Estep 
Score: -5628881.000000 Penalty: 5531.661621
	Iteration 10Q: 3 clusters Score -5628881 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22097 members 
Mstep: Class 2 contains 47644 members 
Entering Unmasked Estep 
Score: -5629909.000000 Penalty: 5531.661621
	Iteration 11Q: 3 clusters Score -5629909 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21754 members 
Mstep: Class 2 contains 47987 members 
Entering Unmasked Estep 
Score: -5630585.500000 Penalty: 5531.661621
	Iteration 12Q: 3 clusters Score -5630586 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21420 members 
Mstep: Class 2 contains 48321 members 
Entering Unmasked Estep 
Score: -5631047.000000 Penalty: 5531.661621
	Iteration 13Q: 3 clusters Score -5631047 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21147 members 
Mstep: Class 2 contains 48594 members 
Entering Unmasked Estep 
Score: -5631381.000000 Penalty: 5531.661621
	Iteration 14Q: 3 clusters Score -5631381 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20945 members 
Mstep: Class 2 contains 48796 members 
Entering Unmasked Estep 
Score: -5631611.500000 Penalty: 5531.661621
	Iteration 15Q: 3 clusters Score -5631612 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20750 members 
Mstep: Class 2 contains 48991 members 
Entering Unmasked Estep 
Score: -5631839.000000 Penalty: 5531.661621
	Iteration 16Q: 3 clusters Score -5631839 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20578 members 
Mstep: Class 2 contains 49163 members 
Entering Unmasked Estep 
Score: -5631959.500000 Penalty: 5531.661621
	Iteration 17Q: 3 clusters Score -5631960 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20402 members 
Mstep: Class 2 contains 49339 members 
Entering Unmasked Estep 
Score: -5632054.500000 Penalty: 5531.661621
	Iteration 18Q: 3 clusters Score -5632054 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20238 members 
Mstep: Class 2 contains 49503 members 
Entering Unmasked Estep 
Score: -5632106.000000 Penalty: 5531.661621
	Iteration 19Q: 3 clusters Score -5632106 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20091 members 
Mstep: Class 2 contains 49650 members 
Entering Unmasked Estep 
Score: -5632138.500000 Penalty: 5531.661621
	Iteration 20F: 3 clusters Score -5632138 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19970 members 
Mstep: Class 2 contains 49771 members 
Entering Unmasked Estep 
Score: -5632154.500000 Penalty: 5531.661621
	Iteration 21Q: 3 clusters Score -5632154 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19860 members 
Mstep: Class 2 contains 49881 members 
Entering Unmasked Estep 
Score: -5632155.500000 Penalty: 5531.661621
	Iteration 22Q: 3 clusters Score -5632156 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19758 members 
Mstep: Class 2 contains 49983 members 
Entering Unmasked Estep 
Score: -5632154.000000 Penalty: 5531.661621
	Iteration 23Q: 3 clusters Score -5632154 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19642 members 
Mstep: Class 2 contains 50099 members 
Entering Unmasked Estep 
Score: -5632166.000000 Penalty: 5531.661621
	Iteration 24Q: 3 clusters Score -5632166 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19533 members 
Mstep: Class 2 contains 50208 members 
Entering Unmasked Estep 
Score: -5632172.000000 Penalty: 5531.661621
	Iteration 25Q: 3 clusters Score -5632172 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19431 members 
Mstep: Class 2 contains 50310 members 
Entering Unmasked Estep 
Score: -5632186.500000 Penalty: 5531.661621
	Iteration 26Q: 3 clusters Score -5632186 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19323 members 
Mstep: Class 2 contains 50418 members 
Entering Unmasked Estep 
Score: -5632184.500000 Penalty: 5531.661621
	Iteration 27Q: 3 clusters Score -5632184 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19196 members 
Mstep: Class 2 contains 50545 members 
Entering Unmasked Estep 
Score: -5632189.000000 Penalty: 5531.661621
	Iteration 28Q: 3 clusters Score -5632189 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19099 members 
Mstep: Class 2 contains 50642 members 
Entering Unmasked Estep 
Score: -5632208.000000 Penalty: 5531.661621
	Iteration 29Q: 3 clusters Score -5632208 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19013 members 
Mstep: Class 2 contains 50728 members 
Entering Unmasked Estep 
Score: -5632217.000000 Penalty: 5531.661621
	Iteration 30Q: 3 clusters Score -5632217 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18948 members 
Mstep: Class 2 contains 50793 members 
Entering Unmasked Estep 
Score: -5632234.500000 Penalty: 5531.661621
	Iteration 31Q: 3 clusters Score -5632234 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18899 members 
Mstep: Class 2 contains 50842 members 
Entering Unmasked Estep 
Score: -5632234.500000 Penalty: 5531.661621
	Iteration 32Q: 3 clusters Score -5632234 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18850 members 
Mstep: Class 2 contains 50891 members 
Entering Unmasked Estep 
Score: -5632228.500000 Penalty: 5531.661621
	Iteration 33Q: 3 clusters Score -5632228 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18805 members 
Mstep: Class 2 contains 50936 members 
Entering Unmasked Estep 
Score: -5632238.000000 Penalty: 5531.661621
	Iteration 34Q: 3 clusters Score -5632238 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18754 members 
Mstep: Class 2 contains 50987 members 
Entering Unmasked Estep 
Score: -5632246.000000 Penalty: 5531.661621
	Iteration 35Q: 3 clusters Score -5632246 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18712 members 
Mstep: Class 2 contains 51029 members 
Entering Unmasked Estep 
Score: -5632233.000000 Penalty: 5531.661621
	Iteration 36Q: 3 clusters Score -5632233 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18671 members 
Mstep: Class 2 contains 51070 members 
Entering Unmasked Estep 
Score: -5632232.000000 Penalty: 5531.661621
	Iteration 37Q: 3 clusters Score -5632232 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 51109 members 
Entering Unmasked Estep 
Score: -5632228.500000 Penalty: 5531.661621
	Iteration 38Q: 3 clusters Score -5632228 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18593 members 
Mstep: Class 2 contains 51148 members 
Entering Unmasked Estep 
Score: -5632227.000000 Penalty: 5531.661621
	Iteration 39Q: 3 clusters Score -5632227 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18559 members 
Mstep: Class 2 contains 51182 members 
Entering Unmasked Estep 
Score: -5632231.500000 Penalty: 5531.661621
	Iteration 40F: 3 clusters Score -5632232 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18523 members 
Mstep: Class 2 contains 51218 members 
Entering Unmasked Estep 
Score: -5632221.000000 Penalty: 5531.661621
	Iteration 41Q: 3 clusters Score -5632221 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18488 members 
Mstep: Class 2 contains 51253 members 
Entering Unmasked Estep 
Score: -5632233.000000 Penalty: 5531.661621
	Iteration 42Q: 3 clusters Score -5632233 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18454 members 
Mstep: Class 2 contains 51287 members 
Entering Unmasked Estep 
Score: -5632228.000000 Penalty: 5531.661621
	Iteration 43Q: 3 clusters Score -5632228 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18419 members 
Mstep: Class 2 contains 51322 members 
Entering Unmasked Estep 
Score: -5632224.500000 Penalty: 5531.661621
	Iteration 44Q: 3 clusters Score -5632224 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18376 members 
Mstep: Class 2 contains 51365 members 
Entering Unmasked Estep 
Score: -5632221.000000 Penalty: 5531.661621
	Iteration 45Q: 3 clusters Score -5632221 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18335 members 
Mstep: Class 2 contains 51406 members 
Entering Unmasked Estep 
Score: -5632231.000000 Penalty: 5531.661621
	Iteration 46Q: 3 clusters Score -5632231 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18294 members 
Mstep: Class 2 contains 51447 members 
Entering Unmasked Estep 
Score: -5632236.000000 Penalty: 5531.661621
	Iteration 47Q: 3 clusters Score -5632236 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18256 members 
Mstep: Class 2 contains 51485 members 
Entering Unmasked Estep 
Score: -5632236.500000 Penalty: 5531.661621
	Iteration 48Q: 3 clusters Score -5632236 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18217 members 
Mstep: Class 2 contains 51524 members 
Entering Unmasked Estep 
Score: -5632235.000000 Penalty: 5531.661621
	Iteration 49Q: 3 clusters Score -5632235 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18177 members 
Mstep: Class 2 contains 51564 members 
Entering Unmasked Estep 
Score: -5632250.500000 Penalty: 5531.661621
	Iteration 50Q: 3 clusters Score -5632250 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 51601 members 
Entering Unmasked Estep 
Score: -5632259.000000 Penalty: 5531.661621
	Iteration 51Q: 3 clusters Score -5632259 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18108 members 
Mstep: Class 2 contains 51633 members 
Entering Unmasked Estep 
Score: -5632266.500000 Penalty: 5531.661621
	Iteration 52Q: 3 clusters Score -5632266 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18081 members 
Mstep: Class 2 contains 51660 members 
Entering Unmasked Estep 
Score: -5632281.000000 Penalty: 5531.661621
	Iteration 53Q: 3 clusters Score -5632281 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18049 members 
Mstep: Class 2 contains 51692 members 
Entering Unmasked Estep 
Score: -5632273.500000 Penalty: 5531.661621
	Iteration 54Q: 3 clusters Score -5632274 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18016 members 
Mstep: Class 2 contains 51725 members 
Entering Unmasked Estep 
Score: -5632276.500000 Penalty: 5531.661621
	Iteration 55Q: 3 clusters Score -5632276 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17990 members 
Mstep: Class 2 contains 51751 members 
Entering Unmasked Estep 
Score: -5632270.000000 Penalty: 5531.661621
	Iteration 56Q: 3 clusters Score -5632270 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17962 members 
Mstep: Class 2 contains 51779 members 
Entering Unmasked Estep 
Score: -5632269.500000 Penalty: 5531.661621
	Iteration 57Q: 3 clusters Score -5632270 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17935 members 
Mstep: Class 2 contains 51806 members 
Entering Unmasked Estep 
Score: -5632254.500000 Penalty: 5531.661621
	Iteration 58Q: 3 clusters Score -5632254 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17914 members 
Mstep: Class 2 contains 51827 members 
Entering Unmasked Estep 
Score: -5632250.000000 Penalty: 5531.661621
	Iteration 59Q: 3 clusters Score -5632250 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17899 members 
Mstep: Class 2 contains 51842 members 
Entering Unmasked Estep 
Score: -5632253.000000 Penalty: 5531.661621
	Iteration 60F: 3 clusters Score -5632253 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17886 members 
Mstep: Class 2 contains 51855 members 
Entering Unmasked Estep 
Score: -5632257.500000 Penalty: 5531.661621
	Iteration 61Q: 3 clusters Score -5632258 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17873 members 
Mstep: Class 2 contains 51868 members 
Entering Unmasked Estep 
Score: -5632264.500000 Penalty: 5531.661621
	Iteration 62Q: 3 clusters Score -5632264 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 51879 members 
Entering Unmasked Estep 
Score: -5632272.500000 Penalty: 5531.661621
	Iteration 63Q: 3 clusters Score -5632272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 51884 members 
Entering Unmasked Estep 
Score: -5632278.000000 Penalty: 5531.661621
	Iteration 64Q: 3 clusters Score -5632278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17850 members 
Mstep: Class 2 contains 51891 members 
Entering Unmasked Estep 
Score: -5632280.000000 Penalty: 5531.661621
	Iteration 65Q: 3 clusters Score -5632280 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 51900 members 
Entering Unmasked Estep 
Score: -5632290.000000 Penalty: 5531.661621
	Iteration 66Q: 3 clusters Score -5632290 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17828 members 
Mstep: Class 2 contains 51913 members 
Entering Unmasked Estep 
Score: -5632291.000000 Penalty: 5531.661621
	Iteration 67Q: 3 clusters Score -5632291 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17818 members 
Mstep: Class 2 contains 51923 members 
Entering Unmasked Estep 
Score: -5632286.500000 Penalty: 5531.661621
	Iteration 68Q: 3 clusters Score -5632286 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17809 members 
Mstep: Class 2 contains 51932 members 
Entering Unmasked Estep 
Score: -5632283.000000 Penalty: 5531.661621
	Iteration 69Q: 3 clusters Score -5632283 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17800 members 
Mstep: Class 2 contains 51941 members 
Entering Unmasked Estep 
Score: -5632289.000000 Penalty: 5531.661621
	Iteration 70Q: 3 clusters Score -5632289 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 51949 members 
Entering Unmasked Estep 
Score: -5632291.000000 Penalty: 5531.661621
	Iteration 71Q: 3 clusters Score -5632291 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17784 members 
Mstep: Class 2 contains 51957 members 
Entering Unmasked Estep 
Score: -5632292.000000 Penalty: 5531.661621
	Iteration 72Q: 3 clusters Score -5632292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17780 members 
Mstep: Class 2 contains 51961 members 
Entering Unmasked Estep 
Score: -5632297.000000 Penalty: 5531.661621
	Iteration 73Q: 3 clusters Score -5632297 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 51968 members 
Entering Unmasked Estep 
Score: -5632288.500000 Penalty: 5531.661621
	Iteration 74Q: 3 clusters Score -5632288 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 51977 members 
Entering Unmasked Estep 
Score: -5632279.500000 Penalty: 5531.661621
	Iteration 75Q: 3 clusters Score -5632280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17758 members 
Mstep: Class 2 contains 51983 members 
Entering Unmasked Estep 
Score: -5632285.000000 Penalty: 5531.661621
	Iteration 76Q: 3 clusters Score -5632285 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17752 members 
Mstep: Class 2 contains 51989 members 
Entering Unmasked Estep 
Score: -5632284.000000 Penalty: 5531.661621
	Iteration 77Q: 3 clusters Score -5632284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 51997 members 
Entering Unmasked Estep 
Score: -5632286.500000 Penalty: 5531.661621
	Iteration 78Q: 3 clusters Score -5632286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17742 members 
Mstep: Class 2 contains 51999 members 
Entering Unmasked Estep 
Score: -5632282.000000 Penalty: 5531.661621
	Iteration 79Q: 3 clusters Score -5632282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17739 members 
Mstep: Class 2 contains 52002 members 
Entering Unmasked Estep 
Score: -5632278.000000 Penalty: 5531.661621
	Iteration 80F: 3 clusters Score -5632278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Entering Unmasked Estep 
Score: -464037.250000 Penalty: 2154.527344
	Iteration 0F: 2 clusters Score -464037.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -458945.406250 Penalty: 4309.054688
	Iteration 0F: 3 clusters Score -458945.4 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -460245.375000 Penalty: 4309.054688
	Iteration 1F: 3 clusters Score -460245.4 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -460468.593750 Penalty: 4309.054688
	Iteration 2F: 3 clusters Score -460468.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -460613.031250 Penalty: 4309.054688
	Iteration 3Q: 3 clusters Score -460613 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -460740.906250 Penalty: 4309.054688
	Iteration 4Q: 3 clusters Score -460740.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -460842.562500 Penalty: 4309.054688
	Iteration 5Q: 3 clusters Score -460842.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -460946.718750 Penalty: 4309.054688
	Iteration 6Q: 3 clusters Score -460946.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -461044.375000 Penalty: 4309.054688
	Iteration 7Q: 3 clusters Score -461044.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -461128.718750 Penalty: 4309.054688
	Iteration 8Q: 3 clusters Score -461128.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -461207.312500 Penalty: 4309.054688
	Iteration 9Q: 3 clusters Score -461207.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -461279.937500 Penalty: 4309.054688
	Iteration 10Q: 3 clusters Score -461279.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -461352.593750 Penalty: 4309.054688
	Iteration 11Q: 3 clusters Score -461352.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -461422.812500 Penalty: 4309.054688
	Iteration 12Q: 3 clusters Score -461422.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -461497.750000 Penalty: 4309.054688
	Iteration 13Q: 3 clusters Score -461497.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -461567.000000 Penalty: 4309.054688
	Iteration 14Q: 3 clusters Score -461567 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -461636.812500 Penalty: 4309.054688
	Iteration 15Q: 3 clusters Score -461636.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -461706.343750 Penalty: 4309.054688
	Iteration 16Q: 3 clusters Score -461706.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -461777.718750 Penalty: 4309.054688
	Iteration 17Q: 3 clusters Score -461777.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -461844.937500 Penalty: 4309.054688
	Iteration 18Q: 3 clusters Score -461844.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -461893.718750 Penalty: 4309.054688
	Iteration 19Q: 3 clusters Score -461893.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -461938.531250 Penalty: 4309.054688
	Iteration 20F: 3 clusters Score -461938.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -461978.625000 Penalty: 4309.054688
	Iteration 21Q: 3 clusters Score -461978.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -462020.218750 Penalty: 4309.054688
	Iteration 22Q: 3 clusters Score -462020.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -462063.500000 Penalty: 4309.054688
	Iteration 23Q: 3 clusters Score -462063.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -462100.531250 Penalty: 4309.054688
	Iteration 24Q: 3 clusters Score -462100.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -462136.250000 Penalty: 4309.054688
	Iteration 25Q: 3 clusters Score -462136.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -462158.812500 Penalty: 4309.054688
	Iteration 26Q: 3 clusters Score -462158.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -462184.937500 Penalty: 4309.054688
	Iteration 27Q: 3 clusters Score -462184.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -462202.531250 Penalty: 4309.054688
	Iteration 28Q: 3 clusters Score -462202.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -462224.500000 Penalty: 4309.054688
	Iteration 29Q: 3 clusters Score -462224.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -462247.843750 Penalty: 4309.054688
	Iteration 30Q: 3 clusters Score -462247.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -462266.687500 Penalty: 4309.054688
	Iteration 31Q: 3 clusters Score -462266.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -462283.625000 Penalty: 4309.054688
	Iteration 32Q: 3 clusters Score -462283.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -462292.750000 Penalty: 4309.054688
	Iteration 33Q: 3 clusters Score -462292.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -462299.062500 Penalty: 4309.054688
	Iteration 34Q: 3 clusters Score -462299.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -462302.562500 Penalty: 4309.054688
	Iteration 35Q: 3 clusters Score -462302.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -462303.218750 Penalty: 4309.054688
	Iteration 36Q: 3 clusters Score -462303.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -462305.843750 Penalty: 4309.054688
	Iteration 37Q: 3 clusters Score -462305.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -462305.562500 Penalty: 4309.054688
	Iteration 38Q: 3 clusters Score -462305.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -462306.937500 Penalty: 4309.054688
	Iteration 39Q: 3 clusters Score -462306.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -462306.750000 Penalty: 4309.054688
	Iteration 40F: 3 clusters Score -462306.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -462309.468750 Penalty: 4309.054688
	Iteration 41Q: 3 clusters Score -462309.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -462311.031250 Penalty: 4309.054688
	Iteration 42Q: 3 clusters Score -462311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -462312.125000 Penalty: 4309.054688
	Iteration 43Q: 3 clusters Score -462312.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -462315.156250 Penalty: 4309.054688
	Iteration 44Q: 3 clusters Score -462315.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -462315.250000 Penalty: 4309.054688
	Iteration 45Q: 3 clusters Score -462315.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -462315.000000 Penalty: 4309.054688
	Iteration 46Q: 3 clusters Score -462315 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -462315.000000 Penalty: 4309.054688
	Iteration 47F: 3 clusters Score -462315 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Entering Unmasked Estep 
Score: -678587.250000 Penalty: 2254.090820
	Iteration 0F: 2 clusters Score -678587.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -671714.687500 Penalty: 4508.181641
	Iteration 0F: 3 clusters Score -671714.7 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -673783.375000 Penalty: 4508.181641
	Iteration 1F: 3 clusters Score -673783.4 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -674153.437500 Penalty: 4508.181641
	Iteration 2F: 3 clusters Score -674153.4 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -674470.875000 Penalty: 4508.181641
	Iteration 3F: 3 clusters Score -674470.9 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -674769.000000 Penalty: 4508.181641
	Iteration 4F: 3 clusters Score -674769 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -675053.750000 Penalty: 4508.181641
	Iteration 5F: 3 clusters Score -675053.8 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -675329.062500 Penalty: 4508.181641
	Iteration 6Q: 3 clusters Score -675329.1 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -675610.312500 Penalty: 4508.181641
	Iteration 7Q: 3 clusters Score -675610.3 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -675866.562500 Penalty: 4508.181641
	Iteration 8Q: 3 clusters Score -675866.6 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -676068.062500 Penalty: 4508.181641
	Iteration 9Q: 3 clusters Score -676068.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -676219.250000 Penalty: 4508.181641
	Iteration 10Q: 3 clusters Score -676219.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -676319.937500 Penalty: 4508.181641
	Iteration 11Q: 3 clusters Score -676319.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -676384.187500 Penalty: 4508.181641
	Iteration 12Q: 3 clusters Score -676384.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -676447.125000 Penalty: 4508.181641
	Iteration 13Q: 3 clusters Score -676447.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -676495.000000 Penalty: 4508.181641
	Iteration 14Q: 3 clusters Score -676495 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -676540.000000 Penalty: 4508.181641
	Iteration 15Q: 3 clusters Score -676540 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -676583.375000 Penalty: 4508.181641
	Iteration 16Q: 3 clusters Score -676583.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -676620.750000 Penalty: 4508.181641
	Iteration 17Q: 3 clusters Score -676620.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -676651.062500 Penalty: 4508.181641
	Iteration 18Q: 3 clusters Score -676651.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -676672.437500 Penalty: 4508.181641
	Iteration 19Q: 3 clusters Score -676672.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -676690.937500 Penalty: 4508.181641
	Iteration 20F: 3 clusters Score -676690.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -676702.125000 Penalty: 4508.181641
	Iteration 21Q: 3 clusters Score -676702.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -676709.062500 Penalty: 4508.181641
	Iteration 22Q: 3 clusters Score -676709.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -676716.625000 Penalty: 4508.181641
	Iteration 23Q: 3 clusters Score -676716.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -676723.062500 Penalty: 4508.181641
	Iteration 24Q: 3 clusters Score -676723.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -676727.500000 Penalty: 4508.181641
	Iteration 25Q: 3 clusters Score -676727.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -676734.750000 Penalty: 4508.181641
	Iteration 26Q: 3 clusters Score -676734.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -676739.250000 Penalty: 4508.181641
	Iteration 27Q: 3 clusters Score -676739.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -676742.625000 Penalty: 4508.181641
	Iteration 28Q: 3 clusters Score -676742.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -676746.750000 Penalty: 4508.181641
	Iteration 29Q: 3 clusters Score -676746.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -676751.562500 Penalty: 4508.181641
	Iteration 30Q: 3 clusters Score -676751.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -676754.375000 Penalty: 4508.181641
	Iteration 31Q: 3 clusters Score -676754.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -676760.937500 Penalty: 4508.181641
	Iteration 32Q: 3 clusters Score -676760.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -676767.687500 Penalty: 4508.181641
	Iteration 33Q: 3 clusters Score -676767.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -676781.875000 Penalty: 4508.181641
	Iteration 34Q: 3 clusters Score -676781.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -676796.000000 Penalty: 4508.181641
	Iteration 35Q: 3 clusters Score -676796 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -676811.125000 Penalty: 4508.181641
	Iteration 36Q: 3 clusters Score -676811.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -676833.312500 Penalty: 4508.181641
	Iteration 37Q: 3 clusters Score -676833.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -676860.937500 Penalty: 4508.181641
	Iteration 38Q: 3 clusters Score -676860.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -676892.500000 Penalty: 4508.181641
	Iteration 39Q: 3 clusters Score -676892.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -676922.000000 Penalty: 4508.181641
	Iteration 40F: 3 clusters Score -676922 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -676954.500000 Penalty: 4508.181641
	Iteration 41Q: 3 clusters Score -676954.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -676975.375000 Penalty: 4508.181641
	Iteration 42Q: 3 clusters Score -676975.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -676990.937500 Penalty: 4508.181641
	Iteration 43Q: 3 clusters Score -676990.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -677007.062500 Penalty: 4508.181641
	Iteration 44Q: 3 clusters Score -677007.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -677015.562500 Penalty: 4508.181641
	Iteration 45Q: 3 clusters Score -677015.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -677020.437500 Penalty: 4508.181641
	Iteration 46Q: 3 clusters Score -677020.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -677027.437500 Penalty: 4508.181641
	Iteration 47Q: 3 clusters Score -677027.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -677030.312500 Penalty: 4508.181641
	Iteration 48Q: 3 clusters Score -677030.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -677030.625000 Penalty: 4508.181641
	Iteration 49Q: 3 clusters Score -677030.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -677030.062500 Penalty: 4508.181641
	Iteration 50Q: 3 clusters Score -677030.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -677030.062500 Penalty: 4508.181641
	Iteration 51F: 3 clusters Score -677030.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Entering Unmasked Estep 
Score: -1058335.375000 Penalty: 2372.260010
	Iteration 0F: 2 clusters Score -1058335 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1047983.000000 Penalty: 4744.520020
	Iteration 0F: 3 clusters Score -1047983 nChanged 6085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1051369.375000 Penalty: 4744.520020
	Iteration 1F: 3 clusters Score -1051369 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1051947.875000 Penalty: 4744.520020
	Iteration 2F: 3 clusters Score -1051948 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1052499.625000 Penalty: 4744.520020
	Iteration 3F: 3 clusters Score -1052500 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1052994.375000 Penalty: 4744.520020
	Iteration 4F: 3 clusters Score -1052994 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1053436.750000 Penalty: 4744.520020
	Iteration 5Q: 3 clusters Score -1053437 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1053830.375000 Penalty: 4744.520020
	Iteration 6Q: 3 clusters Score -1053830 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1054173.875000 Penalty: 4744.520020
	Iteration 7Q: 3 clusters Score -1054174 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1054464.375000 Penalty: 4744.520020
	Iteration 8Q: 3 clusters Score -1054464 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1054707.000000 Penalty: 4744.520020
	Iteration 9Q: 3 clusters Score -1054707 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -1054890.125000 Penalty: 4744.520020
	Iteration 10Q: 3 clusters Score -1054890 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -1055023.000000 Penalty: 4744.520020
	Iteration 11Q: 3 clusters Score -1055023 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1055132.250000 Penalty: 4744.520020
	Iteration 12Q: 3 clusters Score -1055132 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -1055208.000000 Penalty: 4744.520020
	Iteration 13Q: 3 clusters Score -1055208 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1055260.875000 Penalty: 4744.520020
	Iteration 14Q: 3 clusters Score -1055261 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -1055311.250000 Penalty: 4744.520020
	Iteration 15Q: 3 clusters Score -1055311 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1055346.125000 Penalty: 4744.520020
	Iteration 16Q: 3 clusters Score -1055346 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -1055376.500000 Penalty: 4744.520020
	Iteration 17Q: 3 clusters Score -1055376 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1055404.875000 Penalty: 4744.520020
	Iteration 18Q: 3 clusters Score -1055405 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1055435.625000 Penalty: 4744.520020
	Iteration 19Q: 3 clusters Score -1055436 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -1055465.500000 Penalty: 4744.520020
	Iteration 20F: 3 clusters Score -1055466 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -1055488.625000 Penalty: 4744.520020
	Iteration 21Q: 3 clusters Score -1055489 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -1055509.125000 Penalty: 4744.520020
	Iteration 22Q: 3 clusters Score -1055509 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -1055536.125000 Penalty: 4744.520020
	Iteration 23Q: 3 clusters Score -1055536 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1055574.625000 Penalty: 4744.520020
	Iteration 24Q: 3 clusters Score -1055575 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -1055623.875000 Penalty: 4744.520020
	Iteration 25Q: 3 clusters Score -1055624 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -1055693.750000 Penalty: 4744.520020
	Iteration 26Q: 3 clusters Score -1055694 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -1055769.875000 Penalty: 4744.520020
	Iteration 27Q: 3 clusters Score -1055770 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -1055844.750000 Penalty: 4744.520020
	Iteration 28Q: 3 clusters Score -1055845 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -1055925.375000 Penalty: 4744.520020
	Iteration 29Q: 3 clusters Score -1055925 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -1056009.875000 Penalty: 4744.520020
	Iteration 30Q: 3 clusters Score -1056010 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -1056100.750000 Penalty: 4744.520020
	Iteration 31Q: 3 clusters Score -1056101 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -1056175.125000 Penalty: 4744.520020
	Iteration 32Q: 3 clusters Score -1056175 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -1056224.750000 Penalty: 4744.520020
	Iteration 33Q: 3 clusters Score -1056225 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -1056270.875000 Penalty: 4744.520020
	Iteration 34Q: 3 clusters Score -1056271 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -1056304.500000 Penalty: 4744.520020
	Iteration 35Q: 3 clusters Score -1056304 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -1056331.000000 Penalty: 4744.520020
	Iteration 36Q: 3 clusters Score -1056331 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -1056348.750000 Penalty: 4744.520020
	Iteration 37Q: 3 clusters Score -1056349 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -1056365.250000 Penalty: 4744.520020
	Iteration 38Q: 3 clusters Score -1056365 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -1056380.750000 Penalty: 4744.520020
	Iteration 39Q: 3 clusters Score -1056381 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -1056393.750000 Penalty: 4744.520020
	Iteration 40F: 3 clusters Score -1056394 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -1056405.750000 Penalty: 4744.520020
	Iteration 41Q: 3 clusters Score -1056406 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -1056413.500000 Penalty: 4744.520020
	Iteration 42Q: 3 clusters Score -1056414 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -1056417.750000 Penalty: 4744.520020
	Iteration 43Q: 3 clusters Score -1056418 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -1056419.625000 Penalty: 4744.520020
	Iteration 44Q: 3 clusters Score -1056420 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -1056422.125000 Penalty: 4744.520020
	Iteration 45Q: 3 clusters Score -1056422 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -1056425.750000 Penalty: 4744.520020
	Iteration 46Q: 3 clusters Score -1056426 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -1056428.875000 Penalty: 4744.520020
	Iteration 47Q: 3 clusters Score -1056429 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -1056430.125000 Penalty: 4744.520020
	Iteration 48Q: 3 clusters Score -1056430 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -1056434.250000 Penalty: 4744.520020
	Iteration 49Q: 3 clusters Score -1056434 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -1056441.500000 Penalty: 4744.520020
	Iteration 50Q: 3 clusters Score -1056442 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -1056447.750000 Penalty: 4744.520020
	Iteration 51Q: 3 clusters Score -1056448 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -1056455.750000 Penalty: 4744.520020
	Iteration 52Q: 3 clusters Score -1056456 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -1056464.000000 Penalty: 4744.520020
	Iteration 53Q: 3 clusters Score -1056464 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -1056471.000000 Penalty: 4744.520020
	Iteration 54Q: 3 clusters Score -1056471 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -1056481.625000 Penalty: 4744.520020
	Iteration 55Q: 3 clusters Score -1056482 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -1056498.625000 Penalty: 4744.520020
	Iteration 56Q: 3 clusters Score -1056499 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -1056515.375000 Penalty: 4744.520020
	Iteration 57Q: 3 clusters Score -1056515 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -1056541.125000 Penalty: 4744.520020
	Iteration 58Q: 3 clusters Score -1056541 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -1056568.875000 Penalty: 4744.520020
	Iteration 59Q: 3 clusters Score -1056569 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -1056592.500000 Penalty: 4744.520020
	Iteration 60F: 3 clusters Score -1056592 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -1056629.250000 Penalty: 4744.520020
	Iteration 61Q: 3 clusters Score -1056629 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -1056660.875000 Penalty: 4744.520020
	Iteration 62Q: 3 clusters Score -1056661 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -1056680.000000 Penalty: 4744.520020
	Iteration 63Q: 3 clusters Score -1056680 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -1056691.375000 Penalty: 4744.520020
	Iteration 64Q: 3 clusters Score -1056691 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -1056699.750000 Penalty: 4744.520020
	Iteration 65Q: 3 clusters Score -1056700 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -1056703.250000 Penalty: 4744.520020
	Iteration 66Q: 3 clusters Score -1056703 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -1056710.500000 Penalty: 4744.520020
	Iteration 67Q: 3 clusters Score -1056710 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -1056712.250000 Penalty: 4744.520020
	Iteration 68Q: 3 clusters Score -1056712 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -1056716.750000 Penalty: 4744.520020
	Iteration 69Q: 3 clusters Score -1056717 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -1056716.250000 Penalty: 4744.520020
	Iteration 70Q: 3 clusters Score -1056716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -1056717.625000 Penalty: 4744.520020
	Iteration 71Q: 3 clusters Score -1056718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -1056718.625000 Penalty: 4744.520020
	Iteration 72Q: 3 clusters Score -1056719 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -1056717.000000 Penalty: 4744.520020
	Iteration 73Q: 3 clusters Score -1056717 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -1056719.375000 Penalty: 4744.520020
	Iteration 74Q: 3 clusters Score -1056719 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -1056721.625000 Penalty: 4744.520020
	Iteration 75Q: 3 clusters Score -1056722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -1056722.625000 Penalty: 4744.520020
	Iteration 76Q: 3 clusters Score -1056723 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -1056720.000000 Penalty: 4744.520020
	Iteration 77Q: 3 clusters Score -1056720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -1056719.375000 Penalty: 4744.520020
	Iteration 78Q: 3 clusters Score -1056719 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -1056724.000000 Penalty: 4744.520020
	Iteration 79Q: 3 clusters Score -1056724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -1056723.875000 Penalty: 4744.520020
	Iteration 80F: 3 clusters Score -1056724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -1056724.250000 Penalty: 4744.520020
	Iteration 81Q: 3 clusters Score -1056724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -1056725.250000 Penalty: 4744.520020
	Iteration 82Q: 3 clusters Score -1056725 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -1056725.625000 Penalty: 4744.520020
	Iteration 83Q: 3 clusters Score -1056726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -1056729.250000 Penalty: 4744.520020
	Iteration 84Q: 3 clusters Score -1056729 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -1056729.250000 Penalty: 4744.520020
	Iteration 85F: 3 clusters Score -1056729 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Entering Unmasked Estep 
Score: -358262.000000 Penalty: 2100.948975
	Iteration 0F: 2 clusters Score -358262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -353881.468750 Penalty: 4201.897949
	Iteration 0F: 3 clusters Score -353881.5 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -355009.031250 Penalty: 4201.897949
	Iteration 1F: 3 clusters Score -355009 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -355285.562500 Penalty: 4201.897949
	Iteration 2F: 3 clusters Score -355285.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -355460.218750 Penalty: 4201.897949
	Iteration 3F: 3 clusters Score -355460.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -355606.656250 Penalty: 4201.897949
	Iteration 4Q: 3 clusters Score -355606.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -355785.531250 Penalty: 4201.897949
	Iteration 5Q: 3 clusters Score -355785.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -355926.312500 Penalty: 4201.897949
	Iteration 6Q: 3 clusters Score -355926.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -356060.468750 Penalty: 4201.897949
	Iteration 7Q: 3 clusters Score -356060.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -356207.406250 Penalty: 4201.897949
	Iteration 8Q: 3 clusters Score -356207.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -356353.687500 Penalty: 4201.897949
	Iteration 9Q: 3 clusters Score -356353.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -356541.062500 Penalty: 4201.897949
	Iteration 10Q: 3 clusters Score -356541.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -356706.281250 Penalty: 4201.897949
	Iteration 11Q: 3 clusters Score -356706.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -356847.093750 Penalty: 4201.897949
	Iteration 12Q: 3 clusters Score -356847.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -356970.968750 Penalty: 4201.897949
	Iteration 13Q: 3 clusters Score -356971 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -357102.593750 Penalty: 4201.897949
	Iteration 14Q: 3 clusters Score -357102.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -357196.125000 Penalty: 4201.897949
	Iteration 15Q: 3 clusters Score -357196.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -357269.000000 Penalty: 4201.897949
	Iteration 16Q: 3 clusters Score -357269 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -357330.656250 Penalty: 4201.897949
	Iteration 17Q: 3 clusters Score -357330.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -357370.531250 Penalty: 4201.897949
	Iteration 18Q: 3 clusters Score -357370.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -357395.281250 Penalty: 4201.897949
	Iteration 19Q: 3 clusters Score -357395.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -357425.343750 Penalty: 4201.897949
	Iteration 20F: 3 clusters Score -357425.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -357444.250000 Penalty: 4201.897949
	Iteration 21Q: 3 clusters Score -357444.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -357459.625000 Penalty: 4201.897949
	Iteration 22Q: 3 clusters Score -357459.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -357469.812500 Penalty: 4201.897949
	Iteration 23Q: 3 clusters Score -357469.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -357480.312500 Penalty: 4201.897949
	Iteration 24Q: 3 clusters Score -357480.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -357487.531250 Penalty: 4201.897949
	Iteration 25Q: 3 clusters Score -357487.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -357494.718750 Penalty: 4201.897949
	Iteration 26Q: 3 clusters Score -357494.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -357498.656250 Penalty: 4201.897949
	Iteration 27Q: 3 clusters Score -357498.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -357503.750000 Penalty: 4201.897949
	Iteration 28Q: 3 clusters Score -357503.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -357507.031250 Penalty: 4201.897949
	Iteration 29Q: 3 clusters Score -357507 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -357509.875000 Penalty: 4201.897949
	Iteration 30Q: 3 clusters Score -357509.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -357512.406250 Penalty: 4201.897949
	Iteration 31Q: 3 clusters Score -357512.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -357518.187500 Penalty: 4201.897949
	Iteration 32Q: 3 clusters Score -357518.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -357524.312500 Penalty: 4201.897949
	Iteration 33Q: 3 clusters Score -357524.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -357533.312500 Penalty: 4201.897949
	Iteration 34Q: 3 clusters Score -357533.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -357540.218750 Penalty: 4201.897949
	Iteration 35Q: 3 clusters Score -357540.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -357548.156250 Penalty: 4201.897949
	Iteration 36Q: 3 clusters Score -357548.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -357553.312500 Penalty: 4201.897949
	Iteration 37Q: 3 clusters Score -357553.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -357556.281250 Penalty: 4201.897949
	Iteration 38Q: 3 clusters Score -357556.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -357559.218750 Penalty: 4201.897949
	Iteration 39Q: 3 clusters Score -357559.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -357560.343750 Penalty: 4201.897949
	Iteration 40F: 3 clusters Score -357560.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -357560.437500 Penalty: 4201.897949
	Iteration 41Q: 3 clusters Score -357560.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -357561.843750 Penalty: 4201.897949
	Iteration 42Q: 3 clusters Score -357561.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -357562.312500 Penalty: 4201.897949
	Iteration 43Q: 3 clusters Score -357562.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -357562.718750 Penalty: 4201.897949
	Iteration 44Q: 3 clusters Score -357562.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -357563.312500 Penalty: 4201.897949
	Iteration 45Q: 3 clusters Score -357563.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -357564.531250 Penalty: 4201.897949
	Iteration 46Q: 3 clusters Score -357564.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -357566.187500 Penalty: 4201.897949
	Iteration 47Q: 3 clusters Score -357566.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -357568.218750 Penalty: 4201.897949
	Iteration 48Q: 3 clusters Score -357568.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -357570.687500 Penalty: 4201.897949
	Iteration 49Q: 3 clusters Score -357570.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -357573.406250 Penalty: 4201.897949
	Iteration 50Q: 3 clusters Score -357573.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -357573.843750 Penalty: 4201.897949
	Iteration 51Q: 3 clusters Score -357573.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -357574.281250 Penalty: 4201.897949
	Iteration 52Q: 3 clusters Score -357574.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -357574.281250 Penalty: 4201.897949
	Iteration 53F: 3 clusters Score -357574.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Entering Unmasked Estep 
Score: -603335.625000 Penalty: 2223.371338
	Iteration 0F: 2 clusters Score -603335.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -597066.437500 Penalty: 4446.742676
	Iteration 0F: 3 clusters Score -597066.4 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -598797.812500 Penalty: 4446.742676
	Iteration 1F: 3 clusters Score -598797.8 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -599074.687500 Penalty: 4446.742676
	Iteration 2F: 3 clusters Score -599074.7 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -599275.625000 Penalty: 4446.742676
	Iteration 3F: 3 clusters Score -599275.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -599439.125000 Penalty: 4446.742676
	Iteration 4Q: 3 clusters Score -599439.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -599575.187500 Penalty: 4446.742676
	Iteration 5Q: 3 clusters Score -599575.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -599714.812500 Penalty: 4446.742676
	Iteration 6Q: 3 clusters Score -599714.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -599847.625000 Penalty: 4446.742676
	Iteration 7Q: 3 clusters Score -599847.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -599986.000000 Penalty: 4446.742676
	Iteration 8Q: 3 clusters Score -599986 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -600127.875000 Penalty: 4446.742676
	Iteration 9Q: 3 clusters Score -600127.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -600277.875000 Penalty: 4446.742676
	Iteration 10Q: 3 clusters Score -600277.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -600449.375000 Penalty: 4446.742676
	Iteration 11Q: 3 clusters Score -600449.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -600626.750000 Penalty: 4446.742676
	Iteration 12Q: 3 clusters Score -600626.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -600817.562500 Penalty: 4446.742676
	Iteration 13Q: 3 clusters Score -600817.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -601015.625000 Penalty: 4446.742676
	Iteration 14Q: 3 clusters Score -601015.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -601186.750000 Penalty: 4446.742676
	Iteration 15Q: 3 clusters Score -601186.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -601276.125000 Penalty: 4446.742676
	Iteration 16Q: 3 clusters Score -601276.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -601328.437500 Penalty: 4446.742676
	Iteration 17Q: 3 clusters Score -601328.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -601365.750000 Penalty: 4446.742676
	Iteration 18Q: 3 clusters Score -601365.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -601401.312500 Penalty: 4446.742676
	Iteration 19Q: 3 clusters Score -601401.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -601429.062500 Penalty: 4446.742676
	Iteration 20F: 3 clusters Score -601429.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -601454.812500 Penalty: 4446.742676
	Iteration 21Q: 3 clusters Score -601454.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -601474.500000 Penalty: 4446.742676
	Iteration 22Q: 3 clusters Score -601474.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -601489.875000 Penalty: 4446.742676
	Iteration 23Q: 3 clusters Score -601489.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -601505.437500 Penalty: 4446.742676
	Iteration 24Q: 3 clusters Score -601505.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -601511.625000 Penalty: 4446.742676
	Iteration 25Q: 3 clusters Score -601511.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -601518.625000 Penalty: 4446.742676
	Iteration 26Q: 3 clusters Score -601518.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -601523.312500 Penalty: 4446.742676
	Iteration 27Q: 3 clusters Score -601523.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -601527.500000 Penalty: 4446.742676
	Iteration 28Q: 3 clusters Score -601527.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -601537.250000 Penalty: 4446.742676
	Iteration 29Q: 3 clusters Score -601537.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -601542.625000 Penalty: 4446.742676
	Iteration 30Q: 3 clusters Score -601542.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -601548.125000 Penalty: 4446.742676
	Iteration 31Q: 3 clusters Score -601548.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -601554.625000 Penalty: 4446.742676
	Iteration 32Q: 3 clusters Score -601554.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -601562.187500 Penalty: 4446.742676
	Iteration 33Q: 3 clusters Score -601562.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -601568.625000 Penalty: 4446.742676
	Iteration 34Q: 3 clusters Score -601568.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -601575.562500 Penalty: 4446.742676
	Iteration 35Q: 3 clusters Score -601575.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -601583.875000 Penalty: 4446.742676
	Iteration 36Q: 3 clusters Score -601583.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -601589.625000 Penalty: 4446.742676
	Iteration 37Q: 3 clusters Score -601589.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -601594.437500 Penalty: 4446.742676
	Iteration 38Q: 3 clusters Score -601594.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -601601.375000 Penalty: 4446.742676
	Iteration 39Q: 3 clusters Score -601601.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -601608.437500 Penalty: 4446.742676
	Iteration 40F: 3 clusters Score -601608.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -601614.937500 Penalty: 4446.742676
	Iteration 41Q: 3 clusters Score -601614.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -601622.937500 Penalty: 4446.742676
	Iteration 42Q: 3 clusters Score -601622.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -601632.062500 Penalty: 4446.742676
	Iteration 43Q: 3 clusters Score -601632.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -601640.125000 Penalty: 4446.742676
	Iteration 44Q: 3 clusters Score -601640.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -601643.187500 Penalty: 4446.742676
	Iteration 45Q: 3 clusters Score -601643.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -601645.500000 Penalty: 4446.742676
	Iteration 46Q: 3 clusters Score -601645.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -601647.125000 Penalty: 4446.742676
	Iteration 47Q: 3 clusters Score -601647.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -601647.625000 Penalty: 4446.742676
	Iteration 48Q: 3 clusters Score -601647.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -601650.687500 Penalty: 4446.742676
	Iteration 49Q: 3 clusters Score -601650.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -601655.437500 Penalty: 4446.742676
	Iteration 50Q: 3 clusters Score -601655.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -601657.937500 Penalty: 4446.742676
	Iteration 51Q: 3 clusters Score -601657.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -601659.750000 Penalty: 4446.742676
	Iteration 52Q: 3 clusters Score -601659.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -601662.000000 Penalty: 4446.742676
	Iteration 53Q: 3 clusters Score -601662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -601662.750000 Penalty: 4446.742676
	Iteration 54Q: 3 clusters Score -601662.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -601663.187500 Penalty: 4446.742676
	Iteration 55Q: 3 clusters Score -601663.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -601665.312500 Penalty: 4446.742676
	Iteration 56Q: 3 clusters Score -601665.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -601665.875000 Penalty: 4446.742676
	Iteration 57Q: 3 clusters Score -601665.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -601665.562500 Penalty: 4446.742676
	Iteration 58Q: 3 clusters Score -601665.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -601667.125000 Penalty: 4446.742676
	Iteration 59Q: 3 clusters Score -601667.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -601668.375000 Penalty: 4446.742676
	Iteration 60F: 3 clusters Score -601668.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -601670.250000 Penalty: 4446.742676
	Iteration 61Q: 3 clusters Score -601670.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -601670.062500 Penalty: 4446.742676
	Iteration 62Q: 3 clusters Score -601670.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -601670.625000 Penalty: 4446.742676
	Iteration 63Q: 3 clusters Score -601670.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -601671.625000 Penalty: 4446.742676
	Iteration 64Q: 3 clusters Score -601671.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -601671.625000 Penalty: 4446.742676
	Iteration 65F: 3 clusters Score -601671.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Entering Unmasked Estep 
Score: -488507.156250 Penalty: 2163.280762
	Iteration 0F: 2 clusters Score -488507.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -483287.156250 Penalty: 4326.561523
	Iteration 0F: 3 clusters Score -483287.2 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -484560.156250 Penalty: 4326.561523
	Iteration 1F: 3 clusters Score -484560.2 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -484762.156250 Penalty: 4326.561523
	Iteration 2F: 3 clusters Score -484762.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -484911.843750 Penalty: 4326.561523
	Iteration 3Q: 3 clusters Score -484911.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -485026.750000 Penalty: 4326.561523
	Iteration 4Q: 3 clusters Score -485026.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -485125.281250 Penalty: 4326.561523
	Iteration 5Q: 3 clusters Score -485125.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -485205.656250 Penalty: 4326.561523
	Iteration 6Q: 3 clusters Score -485205.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -485279.562500 Penalty: 4326.561523
	Iteration 7Q: 3 clusters Score -485279.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -485338.031250 Penalty: 4326.561523
	Iteration 8Q: 3 clusters Score -485338 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -485395.093750 Penalty: 4326.561523
	Iteration 9Q: 3 clusters Score -485395.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -485453.406250 Penalty: 4326.561523
	Iteration 10Q: 3 clusters Score -485453.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -485509.437500 Penalty: 4326.561523
	Iteration 11Q: 3 clusters Score -485509.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -485558.843750 Penalty: 4326.561523
	Iteration 12Q: 3 clusters Score -485558.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -485606.562500 Penalty: 4326.561523
	Iteration 13Q: 3 clusters Score -485606.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -485670.625000 Penalty: 4326.561523
	Iteration 14Q: 3 clusters Score -485670.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -485767.187500 Penalty: 4326.561523
	Iteration 15Q: 3 clusters Score -485767.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -485891.312500 Penalty: 4326.561523
	Iteration 16Q: 3 clusters Score -485891.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -486004.562500 Penalty: 4326.561523
	Iteration 17Q: 3 clusters Score -486004.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -486122.468750 Penalty: 4326.561523
	Iteration 18Q: 3 clusters Score -486122.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -486232.218750 Penalty: 4326.561523
	Iteration 19Q: 3 clusters Score -486232.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -486337.593750 Penalty: 4326.561523
	Iteration 20F: 3 clusters Score -486337.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -486420.125000 Penalty: 4326.561523
	Iteration 21Q: 3 clusters Score -486420.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -486494.000000 Penalty: 4326.561523
	Iteration 22Q: 3 clusters Score -486494 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -486544.093750 Penalty: 4326.561523
	Iteration 23Q: 3 clusters Score -486544.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -486570.656250 Penalty: 4326.561523
	Iteration 24Q: 3 clusters Score -486570.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -486594.218750 Penalty: 4326.561523
	Iteration 25Q: 3 clusters Score -486594.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -486619.125000 Penalty: 4326.561523
	Iteration 26Q: 3 clusters Score -486619.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -486636.312500 Penalty: 4326.561523
	Iteration 27Q: 3 clusters Score -486636.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -486649.593750 Penalty: 4326.561523
	Iteration 28Q: 3 clusters Score -486649.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -486660.531250 Penalty: 4326.561523
	Iteration 29Q: 3 clusters Score -486660.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -486667.343750 Penalty: 4326.561523
	Iteration 30Q: 3 clusters Score -486667.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -486677.375000 Penalty: 4326.561523
	Iteration 31Q: 3 clusters Score -486677.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -486684.125000 Penalty: 4326.561523
	Iteration 32Q: 3 clusters Score -486684.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -486691.031250 Penalty: 4326.561523
	Iteration 33Q: 3 clusters Score -486691 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -486698.531250 Penalty: 4326.561523
	Iteration 34Q: 3 clusters Score -486698.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -486702.718750 Penalty: 4326.561523
	Iteration 35Q: 3 clusters Score -486702.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -486705.500000 Penalty: 4326.561523
	Iteration 36Q: 3 clusters Score -486705.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -486706.125000 Penalty: 4326.561523
	Iteration 37Q: 3 clusters Score -486706.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -486708.906250 Penalty: 4326.561523
	Iteration 38Q: 3 clusters Score -486708.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -486713.937500 Penalty: 4326.561523
	Iteration 39Q: 3 clusters Score -486713.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -486718.625000 Penalty: 4326.561523
	Iteration 40F: 3 clusters Score -486718.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -486720.250000 Penalty: 4326.561523
	Iteration 41Q: 3 clusters Score -486720.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -486722.375000 Penalty: 4326.561523
	Iteration 42Q: 3 clusters Score -486722.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -486723.906250 Penalty: 4326.561523
	Iteration 43Q: 3 clusters Score -486723.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -486723.906250 Penalty: 4326.561523
	Iteration 44F: 3 clusters Score -486723.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (153510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153510 members 
Entering Unmasked Estep 
Score: -12293501.000000 Penalty: 2961.497070
	Iteration 0F: 2 clusters Score -1.22935e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76744 members 
Mstep: Class 2 contains 76766 members 
Entering Unmasked Estep 
Score: -12190703.000000 Penalty: 5922.994141
	Iteration 0F: 3 clusters Score -1.21907e+07 nChanged 73220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76818 members 
Mstep: Class 2 contains 76692 members 
Entering Unmasked Estep 
Score: -12233082.000000 Penalty: 5922.994141
	Iteration 1F: 3 clusters Score -1.223308e+07 nChanged 4795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77281 members 
Mstep: Class 2 contains 76229 members 
Entering Unmasked Estep 
Score: -12234292.000000 Penalty: 5922.994141
	Iteration 2Q: 3 clusters Score -1.223429e+07 nChanged 5405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78190 members 
Mstep: Class 2 contains 75320 members 
Entering Unmasked Estep 
Score: -12236259.000000 Penalty: 5922.994141
	Iteration 3Q: 3 clusters Score -1.223626e+07 nChanged 6673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79947 members 
Mstep: Class 2 contains 73563 members 
Entering Unmasked Estep 
Score: -12239115.000000 Penalty: 5922.994141
	Iteration 4Q: 3 clusters Score -1.223912e+07 nChanged 8452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82889 members 
Mstep: Class 2 contains 70621 members 
Entering Unmasked Estep 
Score: -12243467.000000 Penalty: 5922.994141
	Iteration 5F: 3 clusters Score -1.224347e+07 nChanged 10124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86995 members 
Mstep: Class 2 contains 66515 members 
Entering Unmasked Estep 
Score: -12249290.000000 Penalty: 5922.994141
	Iteration 6F: 3 clusters Score -1.224929e+07 nChanged 10822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91669 members 
Mstep: Class 2 contains 61841 members 
Entering Unmasked Estep 
Score: -12255497.000000 Penalty: 5922.994141
	Iteration 7F: 3 clusters Score -1.22555e+07 nChanged 10043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96326 members 
Mstep: Class 2 contains 57184 members 
Entering Unmasked Estep 
Score: -12260860.000000 Penalty: 5922.994141
	Iteration 8F: 3 clusters Score -1.226086e+07 nChanged 8348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100650 members 
Mstep: Class 2 contains 52860 members 
Entering Unmasked Estep 
Score: -12264531.000000 Penalty: 5922.994141
	Iteration 9F: 3 clusters Score -1.226453e+07 nChanged 6519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104787 members 
Mstep: Class 2 contains 48723 members 
Entering Unmasked Estep 
Score: -12266989.000000 Penalty: 5922.994141
	Iteration 10Q: 3 clusters Score -1.226699e+07 nChanged 5171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108840 members 
Mstep: Class 2 contains 44670 members 
Entering Unmasked Estep 
Score: -12268697.000000 Penalty: 5922.994141
	Iteration 11Q: 3 clusters Score -1.22687e+07 nChanged 4662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113142 members 
Mstep: Class 2 contains 40368 members 
Entering Unmasked Estep 
Score: -12270457.000000 Penalty: 5922.994141
	Iteration 12Q: 3 clusters Score -1.227046e+07 nChanged 4651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117741 members 
Mstep: Class 2 contains 35769 members 
Entering Unmasked Estep 
Score: -12272163.000000 Penalty: 5922.994141
	Iteration 13Q: 3 clusters Score -1.227216e+07 nChanged 4711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122448 members 
Mstep: Class 2 contains 31062 members 
Entering Unmasked Estep 
Score: -12274022.000000 Penalty: 5922.994141
	Iteration 14Q: 3 clusters Score -1.227402e+07 nChanged 4671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127117 members 
Mstep: Class 2 contains 26393 members 
Entering Unmasked Estep 
Score: -12276032.000000 Penalty: 5922.994141
	Iteration 15Q: 3 clusters Score -1.227603e+07 nChanged 4551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131668 members 
Mstep: Class 2 contains 21842 members 
Entering Unmasked Estep 
Score: -12278160.000000 Penalty: 5922.994141
	Iteration 16Q: 3 clusters Score -1.227816e+07 nChanged 4436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136104 members 
Mstep: Class 2 contains 17406 members 
Entering Unmasked Estep 
Score: -12280406.000000 Penalty: 5922.994141
	Iteration 17Q: 3 clusters Score -1.228041e+07 nChanged 4000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140104 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -12282639.000000 Penalty: 5922.994141
	Iteration 18Q: 3 clusters Score -1.228264e+07 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143579 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -12284590.000000 Penalty: 5922.994141
	Iteration 19Q: 3 clusters Score -1.228459e+07 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146480 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -12286450.000000 Penalty: 5922.994141
	Iteration 20F: 3 clusters Score -1.228645e+07 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148669 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -12287890.000000 Penalty: 5922.994141
	Iteration 21Q: 3 clusters Score -1.228789e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150250 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -12288924.000000 Penalty: 5922.994141
	Iteration 22Q: 3 clusters Score -1.228892e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151309 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -12289650.000000 Penalty: 5922.994141
	Iteration 23Q: 3 clusters Score -1.228965e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151995 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -12290175.000000 Penalty: 5922.994141
	Iteration 24Q: 3 clusters Score -1.229018e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152376 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -12290481.000000 Penalty: 5922.994141
	Iteration 25Q: 3 clusters Score -1.229048e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152580 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -12290592.000000 Penalty: 5922.994141
	Iteration 26Q: 3 clusters Score -1.229059e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152705 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -12290700.000000 Penalty: 5922.994141
	Iteration 27Q: 3 clusters Score -1.22907e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152791 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -12290776.000000 Penalty: 5922.994141
	Iteration 28Q: 3 clusters Score -1.229078e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152855 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -12290847.000000 Penalty: 5922.994141
	Iteration 29Q: 3 clusters Score -1.229085e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152889 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -12290861.000000 Penalty: 5922.994141
	Iteration 30Q: 3 clusters Score -1.229086e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152910 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -12290897.000000 Penalty: 5922.994141
	Iteration 31Q: 3 clusters Score -1.22909e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152934 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -12290902.000000 Penalty: 5922.994141
	Iteration 32Q: 3 clusters Score -1.22909e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152955 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -12290922.000000 Penalty: 5922.994141
	Iteration 33Q: 3 clusters Score -1.229092e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152964 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -12290933.000000 Penalty: 5922.994141
	Iteration 34Q: 3 clusters Score -1.229093e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152968 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -12290930.000000 Penalty: 5922.994141
	Iteration 35Q: 3 clusters Score -1.229093e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152973 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -12290933.000000 Penalty: 5922.994141
	Iteration 36Q: 3 clusters Score -1.229093e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152981 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -12290957.000000 Penalty: 5922.994141
	Iteration 37Q: 3 clusters Score -1.229096e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152984 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -12290955.000000 Penalty: 5922.994141
	Iteration 38Q: 3 clusters Score -1.229096e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152986 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -12290957.000000 Penalty: 5922.994141
	Iteration 39Q: 3 clusters Score -1.229096e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152986 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -12290959.000000 Penalty: 5922.994141
	Iteration 40F: 3 clusters Score -1.229096e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152987 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -12290966.000000 Penalty: 5922.994141
	Iteration 41Q: 3 clusters Score -1.229097e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152987 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -12290961.000000 Penalty: 5922.994141
	Iteration 42Q: 3 clusters Score -1.229096e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152988 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -12290967.000000 Penalty: 5922.994141
	Iteration 43Q: 3 clusters Score -1.229097e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152990 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -12290976.000000 Penalty: 5922.994141
	Iteration 44Q: 3 clusters Score -1.229098e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152990 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -12290976.000000 Penalty: 5922.994141
	Iteration 45F: 3 clusters Score -1.229098e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Entering Unmasked Estep 
Score: -561841.437500 Penalty: 2210.960693
	Iteration 0F: 2 clusters Score -561841.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -555773.062500 Penalty: 4421.921387
	Iteration 0F: 3 clusters Score -555773.1 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -557412.250000 Penalty: 4421.921387
	Iteration 1F: 3 clusters Score -557412.2 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -557767.562500 Penalty: 4421.921387
	Iteration 2F: 3 clusters Score -557767.6 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -558074.625000 Penalty: 4421.921387
	Iteration 3F: 3 clusters Score -558074.6 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -558432.062500 Penalty: 4421.921387
	Iteration 4F: 3 clusters Score -558432.1 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -558714.562500 Penalty: 4421.921387
	Iteration 5F: 3 clusters Score -558714.6 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -559019.312500 Penalty: 4421.921387
	Iteration 6F: 3 clusters Score -559019.3 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -559302.562500 Penalty: 4421.921387
	Iteration 7F: 3 clusters Score -559302.6 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -559550.312500 Penalty: 4421.921387
	Iteration 8Q: 3 clusters Score -559550.3 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -559764.562500 Penalty: 4421.921387
	Iteration 9Q: 3 clusters Score -559764.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -559944.500000 Penalty: 4421.921387
	Iteration 10Q: 3 clusters Score -559944.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -560080.625000 Penalty: 4421.921387
	Iteration 11Q: 3 clusters Score -560080.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -560159.375000 Penalty: 4421.921387
	Iteration 12Q: 3 clusters Score -560159.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -560231.000000 Penalty: 4421.921387
	Iteration 13Q: 3 clusters Score -560231 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -560282.062500 Penalty: 4421.921387
	Iteration 14Q: 3 clusters Score -560282.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -560318.250000 Penalty: 4421.921387
	Iteration 15Q: 3 clusters Score -560318.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -560339.937500 Penalty: 4421.921387
	Iteration 16Q: 3 clusters Score -560339.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -560357.937500 Penalty: 4421.921387
	Iteration 17Q: 3 clusters Score -560357.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -560378.812500 Penalty: 4421.921387
	Iteration 18Q: 3 clusters Score -560378.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -560397.937500 Penalty: 4421.921387
	Iteration 19Q: 3 clusters Score -560397.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -560418.500000 Penalty: 4421.921387
	Iteration 20F: 3 clusters Score -560418.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -560433.250000 Penalty: 4421.921387
	Iteration 21Q: 3 clusters Score -560433.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -560452.000000 Penalty: 4421.921387
	Iteration 22Q: 3 clusters Score -560452 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -560468.062500 Penalty: 4421.921387
	Iteration 23Q: 3 clusters Score -560468.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -560487.750000 Penalty: 4421.921387
	Iteration 24Q: 3 clusters Score -560487.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -560507.250000 Penalty: 4421.921387
	Iteration 25Q: 3 clusters Score -560507.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -560528.500000 Penalty: 4421.921387
	Iteration 26Q: 3 clusters Score -560528.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -560550.062500 Penalty: 4421.921387
	Iteration 27Q: 3 clusters Score -560550.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -560578.062500 Penalty: 4421.921387
	Iteration 28Q: 3 clusters Score -560578.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -560623.187500 Penalty: 4421.921387
	Iteration 29Q: 3 clusters Score -560623.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -560711.937500 Penalty: 4421.921387
	Iteration 30Q: 3 clusters Score -560711.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -560878.687500 Penalty: 4421.921387
	Iteration 31Q: 3 clusters Score -560878.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -561183.812500 Penalty: 4421.921387
	Iteration 32Q: 3 clusters Score -561183.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -561540.375000 Penalty: 4421.921387
	Iteration 33Q: 3 clusters Score -561540.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -561793.250000 Penalty: 4421.921387
	Iteration 34Q: 3 clusters Score -561793.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -561940.125000 Penalty: 4421.921387
	Iteration 35Q: 3 clusters Score -561940.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -562010.437500 Penalty: 4421.921387
	Iteration 36Q: 3 clusters Score -562010.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -562056.562500 Penalty: 4421.921387
	Iteration 37Q: 3 clusters Score -562056.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -562084.125000 Penalty: 4421.921387
	Iteration 38Q: 3 clusters Score -562084.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -562097.187500 Penalty: 4421.921387
	Iteration 39Q: 3 clusters Score -562097.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -562107.437500 Penalty: 4421.921387
	Iteration 40F: 3 clusters Score -562107.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -562112.250000 Penalty: 4421.921387
	Iteration 41Q: 3 clusters Score -562112.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -562116.375000 Penalty: 4421.921387
	Iteration 42Q: 3 clusters Score -562116.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -562119.500000 Penalty: 4421.921387
	Iteration 43Q: 3 clusters Score -562119.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -562122.875000 Penalty: 4421.921387
	Iteration 44Q: 3 clusters Score -562122.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -562126.250000 Penalty: 4421.921387
	Iteration 45Q: 3 clusters Score -562126.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -562125.750000 Penalty: 4421.921387
	Iteration 46Q: 3 clusters Score -562125.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -562127.187500 Penalty: 4421.921387
	Iteration 47Q: 3 clusters Score -562127.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -562127.187500 Penalty: 4421.921387
	Iteration 48F: 3 clusters Score -562127.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8448 members 
Mstep: Class 4 contains 3225 members 
Mstep: Class 5 contains 19457 members 
Mstep: Class 6 contains 29158 members 
Mstep: Class 7 contains 19071 members 
Mstep: Class 8 contains 6525 members 
Mstep: Class 9 contains 56852 members 
Mstep: Class 10 contains 69741 members 
Mstep: Class 11 contains 5929 members 
Mstep: Class 12 contains 8858 members 
Mstep: Class 13 contains 14265 members 
Mstep: Class 14 contains 4777 members 
Mstep: Class 15 contains 7826 members 
Mstep: Class 16 contains 6142 members 
Mstep: Class 17 contains 153510 members 
Mstep: Class 18 contains 4369 members 
Mstep: Class 19 contains 39985 members 
Mstep: Class 20 contains 24025 members 
Mstep: Class 21 contains 5953 members 
Mstep: Class 22 contains 4038 members 
Mstep: Class 23 contains 78757 members 
Mstep: Class 24 contains 4604 members 
Mstep: Class 25 contains 5013 members 
Mstep: Class 26 contains 64277 members 
Mstep: Class 27 contains 4510 members 
Mstep: Class 28 contains 120541 members 
Mstep: Class 29 contains 13893 members 
Mstep: Class 30 contains 45955 members 
Mstep: Class 31 contains 29886 members 
Mstep: Class 32 contains 1216 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 65521 members 
Mstep: Class 35 contains 28188 members 
Mstep: Class 36 contains 487909 members 
Mstep: Class 37 contains 3075 members 
Entering Unmasked Estep 
Score: -111990232.000000 Penalty: 130263.085938
Splitting cluster 18 changes total score from -111991192.000000 to -111990232.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (39985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39985 members 
Entering Unmasked Estep 
Score: -3133736.250000 Penalty: 2627.872559
	Iteration 0F: 2 clusters Score -3133736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20006 members 
Mstep: Class 2 contains 19979 members 
Entering Unmasked Estep 
Score: -3106622.500000 Penalty: 5255.745117
	Iteration 0F: 3 clusters Score -3106622 nChanged 18289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20517 members 
Mstep: Class 2 contains 19468 members 
Entering Unmasked Estep 
Score: -3116796.500000 Penalty: 5255.745117
	Iteration 1F: 3 clusters Score -3116796 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21031 members 
Mstep: Class 2 contains 18954 members 
Entering Unmasked Estep 
Score: -3117442.000000 Penalty: 5255.745117
	Iteration 2Q: 3 clusters Score -3117442 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21743 members 
Mstep: Class 2 contains 18242 members 
Entering Unmasked Estep 
Score: -3118124.250000 Penalty: 5255.745117
	Iteration 3Q: 3 clusters Score -3118124 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22736 members 
Mstep: Class 2 contains 17249 members 
Entering Unmasked Estep 
Score: -3118995.250000 Penalty: 5255.745117
	Iteration 4Q: 3 clusters Score -3118995 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24002 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -3120173.500000 Penalty: 5255.745117
	Iteration 5F: 3 clusters Score -3120174 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25594 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -3121816.250000 Penalty: 5255.745117
	Iteration 6F: 3 clusters Score -3121816 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27359 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -3123712.500000 Penalty: 5255.745117
	Iteration 7F: 3 clusters Score -3123712 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29104 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -3125700.750000 Penalty: 5255.745117
	Iteration 8F: 3 clusters Score -3125701 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30670 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -3127573.500000 Penalty: 5255.745117
	Iteration 9F: 3 clusters Score -3127574 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31842 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -3129347.750000 Penalty: 5255.745117
	Iteration 10Q: 3 clusters Score -3129348 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32494 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -3130673.000000 Penalty: 5255.745117
	Iteration 11Q: 3 clusters Score -3130673 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32800 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -3131404.000000 Penalty: 5255.745117
	Iteration 12Q: 3 clusters Score -3131404 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32944 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -3131775.750000 Penalty: 5255.745117
	Iteration 13Q: 3 clusters Score -3131776 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33018 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -3131930.000000 Penalty: 5255.745117
	Iteration 14Q: 3 clusters Score -3131930 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33054 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -3132005.250000 Penalty: 5255.745117
	Iteration 15Q: 3 clusters Score -3132005 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33081 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -3132039.750000 Penalty: 5255.745117
	Iteration 16Q: 3 clusters Score -3132040 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33095 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -3132063.250000 Penalty: 5255.745117
	Iteration 17Q: 3 clusters Score -3132063 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33101 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -3132070.500000 Penalty: 5255.745117
	Iteration 18Q: 3 clusters Score -3132070 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33117 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -3132075.750000 Penalty: 5255.745117
	Iteration 19Q: 3 clusters Score -3132076 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33136 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -3132087.250000 Penalty: 5255.745117
	Iteration 20F: 3 clusters Score -3132087 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33160 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -3132099.000000 Penalty: 5255.745117
	Iteration 21Q: 3 clusters Score -3132099 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33176 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -3132109.500000 Penalty: 5255.745117
	Iteration 22Q: 3 clusters Score -3132110 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33172 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -3132098.250000 Penalty: 5255.745117
	Iteration 23Q: 3 clusters Score -3132098 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33166 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -3132106.500000 Penalty: 5255.745117
	Iteration 24Q: 3 clusters Score -3132106 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33165 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -3132114.750000 Penalty: 5255.745117
	Iteration 25Q: 3 clusters Score -3132115 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33167 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -3132116.250000 Penalty: 5255.745117
	Iteration 26Q: 3 clusters Score -3132116 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33171 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -3132112.500000 Penalty: 5255.745117
	Iteration 27Q: 3 clusters Score -3132112 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33176 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -3132118.000000 Penalty: 5255.745117
	Iteration 28Q: 3 clusters Score -3132118 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33177 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -3132115.500000 Penalty: 5255.745117
	Iteration 29Q: 3 clusters Score -3132116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33182 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -3132119.000000 Penalty: 5255.745117
	Iteration 30Q: 3 clusters Score -3132119 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33186 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -3132122.500000 Penalty: 5255.745117
	Iteration 31Q: 3 clusters Score -3132122 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33188 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -3132119.250000 Penalty: 5255.745117
	Iteration 32Q: 3 clusters Score -3132119 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33193 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -3132123.500000 Penalty: 5255.745117
	Iteration 33Q: 3 clusters Score -3132124 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33194 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -3132126.000000 Penalty: 5255.745117
	Iteration 34Q: 3 clusters Score -3132126 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33196 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -3132135.750000 Penalty: 5255.745117
	Iteration 35Q: 3 clusters Score -3132136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33200 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -3132135.000000 Penalty: 5255.745117
	Iteration 36Q: 3 clusters Score -3132135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33205 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -3132129.250000 Penalty: 5255.745117
	Iteration 37Q: 3 clusters Score -3132129 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33206 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -3132134.250000 Penalty: 5255.745117
	Iteration 38Q: 3 clusters Score -3132134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33209 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -3132133.500000 Penalty: 5255.745117
	Iteration 39Q: 3 clusters Score -3132134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33212 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -3132133.000000 Penalty: 5255.745117
	Iteration 40F: 3 clusters Score -3132133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33214 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -3132127.750000 Penalty: 5255.745117
	Iteration 41Q: 3 clusters Score -3132128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33218 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -3132132.000000 Penalty: 5255.745117
	Iteration 42Q: 3 clusters Score -3132132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33219 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -3132133.250000 Penalty: 5255.745117
	Iteration 43Q: 3 clusters Score -3132133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33221 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -3132134.250000 Penalty: 5255.745117
	Iteration 44Q: 3 clusters Score -3132134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33222 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -3132133.250000 Penalty: 5255.745117
	Iteration 45Q: 3 clusters Score -3132133 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33222 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -3132133.250000 Penalty: 5255.745117
	Iteration 46F: 3 clusters Score -3132133 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (24025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24025 members 
Entering Unmasked Estep 
Score: -1892718.125000 Penalty: 2501.538818
	Iteration 0F: 2 clusters Score -1892718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -1876133.750000 Penalty: 5003.077637
	Iteration 0F: 3 clusters Score -1876134 nChanged 10610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -1881741.250000 Penalty: 5003.077637
	Iteration 1F: 3 clusters Score -1881741 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -1882147.000000 Penalty: 5003.077637
	Iteration 2Q: 3 clusters Score -1882147 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -1882599.250000 Penalty: 5003.077637
	Iteration 3Q: 3 clusters Score -1882599 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -1883169.875000 Penalty: 5003.077637
	Iteration 4Q: 3 clusters Score -1883170 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -1883910.125000 Penalty: 5003.077637
	Iteration 5F: 3 clusters Score -1883910 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -1884860.000000 Penalty: 5003.077637
	Iteration 6F: 3 clusters Score -1884860 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -1885866.625000 Penalty: 5003.077637
	Iteration 7F: 3 clusters Score -1885867 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -1886731.750000 Penalty: 5003.077637
	Iteration 8F: 3 clusters Score -1886732 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -1887447.875000 Penalty: 5003.077637
	Iteration 9F: 3 clusters Score -1887448 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -1887992.250000 Penalty: 5003.077637
	Iteration 10Q: 3 clusters Score -1887992 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -1888368.000000 Penalty: 5003.077637
	Iteration 11Q: 3 clusters Score -1888368 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 15926 members 
Entering Unmasked Estep 
Score: -1888653.875000 Penalty: 5003.077637
	Iteration 12Q: 3 clusters Score -1888654 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 16202 members 
Entering Unmasked Estep 
Score: -1888850.750000 Penalty: 5003.077637
	Iteration 13Q: 3 clusters Score -1888851 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -1889021.250000 Penalty: 5003.077637
	Iteration 14Q: 3 clusters Score -1889021 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 16731 members 
Entering Unmasked Estep 
Score: -1889168.500000 Penalty: 5003.077637
	Iteration 15Q: 3 clusters Score -1889168 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -1889275.250000 Penalty: 5003.077637
	Iteration 16Q: 3 clusters Score -1889275 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 17233 members 
Entering Unmasked Estep 
Score: -1889373.750000 Penalty: 5003.077637
	Iteration 17Q: 3 clusters Score -1889374 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 17449 members 
Entering Unmasked Estep 
Score: -1889455.375000 Penalty: 5003.077637
	Iteration 18Q: 3 clusters Score -1889455 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 17654 members 
Entering Unmasked Estep 
Score: -1889523.875000 Penalty: 5003.077637
	Iteration 19Q: 3 clusters Score -1889524 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 17833 members 
Entering Unmasked Estep 
Score: -1889577.375000 Penalty: 5003.077637
	Iteration 20F: 3 clusters Score -1889577 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 18015 members 
Entering Unmasked Estep 
Score: -1889637.250000 Penalty: 5003.077637
	Iteration 21Q: 3 clusters Score -1889637 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 18166 members 
Entering Unmasked Estep 
Score: -1889686.875000 Penalty: 5003.077637
	Iteration 22Q: 3 clusters Score -1889687 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 18340 members 
Entering Unmasked Estep 
Score: -1889737.125000 Penalty: 5003.077637
	Iteration 23Q: 3 clusters Score -1889737 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 18499 members 
Entering Unmasked Estep 
Score: -1889777.375000 Penalty: 5003.077637
	Iteration 24Q: 3 clusters Score -1889777 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 18652 members 
Entering Unmasked Estep 
Score: -1889802.625000 Penalty: 5003.077637
	Iteration 25Q: 3 clusters Score -1889803 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 18785 members 
Entering Unmasked Estep 
Score: -1889837.375000 Penalty: 5003.077637
	Iteration 26Q: 3 clusters Score -1889837 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 18916 members 
Entering Unmasked Estep 
Score: -1889872.375000 Penalty: 5003.077637
	Iteration 27Q: 3 clusters Score -1889872 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 19039 members 
Entering Unmasked Estep 
Score: -1889903.625000 Penalty: 5003.077637
	Iteration 28Q: 3 clusters Score -1889904 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 19160 members 
Entering Unmasked Estep 
Score: -1889934.375000 Penalty: 5003.077637
	Iteration 29Q: 3 clusters Score -1889934 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
Score: -1889955.625000 Penalty: 5003.077637
	Iteration 30Q: 3 clusters Score -1889956 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 19378 members 
Entering Unmasked Estep 
Score: -1889989.750000 Penalty: 5003.077637
	Iteration 31Q: 3 clusters Score -1889990 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 19473 members 
Entering Unmasked Estep 
Score: -1890001.250000 Penalty: 5003.077637
	Iteration 32Q: 3 clusters Score -1890001 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 19561 members 
Entering Unmasked Estep 
Score: -1890019.750000 Penalty: 5003.077637
	Iteration 33Q: 3 clusters Score -1890020 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 19635 members 
Entering Unmasked Estep 
Score: -1890033.625000 Penalty: 5003.077637
	Iteration 34Q: 3 clusters Score -1890034 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 19711 members 
Entering Unmasked Estep 
Score: -1890052.500000 Penalty: 5003.077637
	Iteration 35Q: 3 clusters Score -1890052 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 19780 members 
Entering Unmasked Estep 
Score: -1890064.625000 Penalty: 5003.077637
	Iteration 36Q: 3 clusters Score -1890065 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 19854 members 
Entering Unmasked Estep 
Score: -1890080.500000 Penalty: 5003.077637
	Iteration 37Q: 3 clusters Score -1890080 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 19941 members 
Entering Unmasked Estep 
Score: -1890104.500000 Penalty: 5003.077637
	Iteration 38Q: 3 clusters Score -1890104 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 20014 members 
Entering Unmasked Estep 
Score: -1890120.250000 Penalty: 5003.077637
	Iteration 39Q: 3 clusters Score -1890120 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 20080 members 
Entering Unmasked Estep 
Score: -1890133.000000 Penalty: 5003.077637
	Iteration 40F: 3 clusters Score -1890133 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 20131 members 
Entering Unmasked Estep 
Score: -1890144.750000 Penalty: 5003.077637
	Iteration 41Q: 3 clusters Score -1890145 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 20187 members 
Entering Unmasked Estep 
Score: -1890154.250000 Penalty: 5003.077637
	Iteration 42Q: 3 clusters Score -1890154 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 20255 members 
Entering Unmasked Estep 
Score: -1890167.750000 Penalty: 5003.077637
	Iteration 43Q: 3 clusters Score -1890168 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 20317 members 
Entering Unmasked Estep 
Score: -1890185.500000 Penalty: 5003.077637
	Iteration 44Q: 3 clusters Score -1890186 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 20376 members 
Entering Unmasked Estep 
Score: -1890189.125000 Penalty: 5003.077637
	Iteration 45Q: 3 clusters Score -1890189 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 20419 members 
Entering Unmasked Estep 
Score: -1890202.500000 Penalty: 5003.077637
	Iteration 46Q: 3 clusters Score -1890202 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 20460 members 
Entering Unmasked Estep 
Score: -1890210.125000 Penalty: 5003.077637
	Iteration 47Q: 3 clusters Score -1890210 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 20489 members 
Entering Unmasked Estep 
Score: -1890210.625000 Penalty: 5003.077637
	Iteration 48Q: 3 clusters Score -1890211 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 20516 members 
Entering Unmasked Estep 
Score: -1890214.625000 Penalty: 5003.077637
	Iteration 49Q: 3 clusters Score -1890215 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 20535 members 
Entering Unmasked Estep 
Score: -1890214.000000 Penalty: 5003.077637
	Iteration 50Q: 3 clusters Score -1890214 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 20552 members 
Entering Unmasked Estep 
Score: -1890216.000000 Penalty: 5003.077637
	Iteration 51Q: 3 clusters Score -1890216 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 20565 members 
Entering Unmasked Estep 
Score: -1890220.500000 Penalty: 5003.077637
	Iteration 52Q: 3 clusters Score -1890220 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 20579 members 
Entering Unmasked Estep 
Score: -1890223.875000 Penalty: 5003.077637
	Iteration 53Q: 3 clusters Score -1890224 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 20600 members 
Entering Unmasked Estep 
Score: -1890231.250000 Penalty: 5003.077637
	Iteration 54Q: 3 clusters Score -1890231 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 20621 members 
Entering Unmasked Estep 
Score: -1890237.750000 Penalty: 5003.077637
	Iteration 55Q: 3 clusters Score -1890238 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 20638 members 
Entering Unmasked Estep 
Score: -1890238.500000 Penalty: 5003.077637
	Iteration 56Q: 3 clusters Score -1890238 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 20651 members 
Entering Unmasked Estep 
Score: -1890243.875000 Penalty: 5003.077637
	Iteration 57Q: 3 clusters Score -1890244 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 20669 members 
Entering Unmasked Estep 
Score: -1890241.500000 Penalty: 5003.077637
	Iteration 58Q: 3 clusters Score -1890242 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 20689 members 
Entering Unmasked Estep 
Score: -1890242.750000 Penalty: 5003.077637
	Iteration 59Q: 3 clusters Score -1890243 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 20708 members 
Entering Unmasked Estep 
Score: -1890245.500000 Penalty: 5003.077637
	Iteration 60F: 3 clusters Score -1890246 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 20726 members 
Entering Unmasked Estep 
Score: -1890242.250000 Penalty: 5003.077637
	Iteration 61Q: 3 clusters Score -1890242 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 20740 members 
Entering Unmasked Estep 
Score: -1890242.625000 Penalty: 5003.077637
	Iteration 62Q: 3 clusters Score -1890243 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 20755 members 
Entering Unmasked Estep 
Score: -1890248.250000 Penalty: 5003.077637
	Iteration 63Q: 3 clusters Score -1890248 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 20770 members 
Entering Unmasked Estep 
Score: -1890256.750000 Penalty: 5003.077637
	Iteration 64Q: 3 clusters Score -1890257 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 20779 members 
Entering Unmasked Estep 
Score: -1890254.250000 Penalty: 5003.077637
	Iteration 65Q: 3 clusters Score -1890254 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 20790 members 
Entering Unmasked Estep 
Score: -1890256.750000 Penalty: 5003.077637
	Iteration 66Q: 3 clusters Score -1890257 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 20809 members 
Entering Unmasked Estep 
Score: -1890258.000000 Penalty: 5003.077637
	Iteration 67Q: 3 clusters Score -1890258 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 20824 members 
Entering Unmasked Estep 
Score: -1890267.375000 Penalty: 5003.077637
	Iteration 68Q: 3 clusters Score -1890267 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 20849 members 
Entering Unmasked Estep 
Score: -1890266.250000 Penalty: 5003.077637
	Iteration 69Q: 3 clusters Score -1890266 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 20883 members 
Entering Unmasked Estep 
Score: -1890273.875000 Penalty: 5003.077637
	Iteration 70Q: 3 clusters Score -1890274 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 20901 members 
Entering Unmasked Estep 
Score: -1890278.750000 Penalty: 5003.077637
	Iteration 71Q: 3 clusters Score -1890279 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 20919 members 
Entering Unmasked Estep 
Score: -1890275.750000 Penalty: 5003.077637
	Iteration 72Q: 3 clusters Score -1890276 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 20928 members 
Entering Unmasked Estep 
Score: -1890276.000000 Penalty: 5003.077637
	Iteration 73Q: 3 clusters Score -1890276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 20934 members 
Entering Unmasked Estep 
Score: -1890280.625000 Penalty: 5003.077637
	Iteration 74Q: 3 clusters Score -1890281 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 20941 members 
Entering Unmasked Estep 
Score: -1890280.875000 Penalty: 5003.077637
	Iteration 75Q: 3 clusters Score -1890281 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 20951 members 
Entering Unmasked Estep 
Score: -1890281.125000 Penalty: 5003.077637
	Iteration 76Q: 3 clusters Score -1890281 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 20966 members 
Entering Unmasked Estep 
Score: -1890280.750000 Penalty: 5003.077637
	Iteration 77Q: 3 clusters Score -1890281 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 20985 members 
Entering Unmasked Estep 
Score: -1890290.125000 Penalty: 5003.077637
	Iteration 78Q: 3 clusters Score -1890290 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 21006 members 
Entering Unmasked Estep 
Score: -1890294.500000 Penalty: 5003.077637
	Iteration 79Q: 3 clusters Score -1890294 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 21022 members 
Entering Unmasked Estep 
Score: -1890296.875000 Penalty: 5003.077637
	Iteration 80F: 3 clusters Score -1890297 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 21034 members 
Entering Unmasked Estep 
Score: -1890299.500000 Penalty: 5003.077637
	Iteration 81Q: 3 clusters Score -1890300 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 21046 members 
Entering Unmasked Estep 
Score: -1890298.750000 Penalty: 5003.077637
	Iteration 82Q: 3 clusters Score -1890299 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 21049 members 
Entering Unmasked Estep 
Score: -1890297.000000 Penalty: 5003.077637
	Iteration 83Q: 3 clusters Score -1890297 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 21054 members 
Entering Unmasked Estep 
Score: -1890300.000000 Penalty: 5003.077637
	Iteration 84Q: 3 clusters Score -1890300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 21062 members 
Entering Unmasked Estep 
Score: -1890298.500000 Penalty: 5003.077637
	Iteration 85Q: 3 clusters Score -1890298 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 21077 members 
Entering Unmasked Estep 
Score: -1890303.250000 Penalty: 5003.077637
	Iteration 86Q: 3 clusters Score -1890303 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 21093 members 
Entering Unmasked Estep 
Score: -1890305.750000 Penalty: 5003.077637
	Iteration 87Q: 3 clusters Score -1890306 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 21105 members 
Entering Unmasked Estep 
Score: -1890309.500000 Penalty: 5003.077637
	Iteration 88Q: 3 clusters Score -1890310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 21113 members 
Entering Unmasked Estep 
Score: -1890309.500000 Penalty: 5003.077637
	Iteration 89Q: 3 clusters Score -1890310 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 21122 members 
Entering Unmasked Estep 
Score: -1890310.500000 Penalty: 5003.077637
	Iteration 90Q: 3 clusters Score -1890310 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 21131 members 
Entering Unmasked Estep 
Score: -1890316.625000 Penalty: 5003.077637
	Iteration 91Q: 3 clusters Score -1890317 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 21137 members 
Entering Unmasked Estep 
Score: -1890320.500000 Penalty: 5003.077637
	Iteration 92Q: 3 clusters Score -1890320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 21141 members 
Entering Unmasked Estep 
Score: -1890315.875000 Penalty: 5003.077637
	Iteration 93Q: 3 clusters Score -1890316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 21146 members 
Entering Unmasked Estep 
Score: -1890317.750000 Penalty: 5003.077637
	Iteration 94Q: 3 clusters Score -1890318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 21151 members 
Entering Unmasked Estep 
Score: -1890320.250000 Penalty: 5003.077637
	Iteration 95Q: 3 clusters Score -1890320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 21155 members 
Entering Unmasked Estep 
Score: -1890322.250000 Penalty: 5003.077637
	Iteration 96Q: 3 clusters Score -1890322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 21161 members 
Entering Unmasked Estep 
Score: -1890321.875000 Penalty: 5003.077637
	Iteration 97Q: 3 clusters Score -1890322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 21166 members 
Entering Unmasked Estep 
Score: -1890323.500000 Penalty: 5003.077637
	Iteration 98Q: 3 clusters Score -1890324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 21173 members 
Entering Unmasked Estep 
Score: -1890324.125000 Penalty: 5003.077637
	Iteration 99Q: 3 clusters Score -1890324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 21178 members 
Entering Unmasked Estep 
Score: -1890324.125000 Penalty: 5003.077637
	Iteration 100F: 3 clusters Score -1890324 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 21187 members 
Entering Unmasked Estep 
Score: -1890323.250000 Penalty: 5003.077637
	Iteration 101Q: 3 clusters Score -1890323 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 21191 members 
Entering Unmasked Estep 
Score: -1890326.750000 Penalty: 5003.077637
	Iteration 102Q: 3 clusters Score -1890327 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 21196 members 
Entering Unmasked Estep 
Score: -1890329.250000 Penalty: 5003.077637
	Iteration 103Q: 3 clusters Score -1890329 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 21210 members 
Entering Unmasked Estep 
Score: -1890331.750000 Penalty: 5003.077637
	Iteration 104Q: 3 clusters Score -1890332 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 21221 members 
Entering Unmasked Estep 
Score: -1890332.625000 Penalty: 5003.077637
	Iteration 105Q: 3 clusters Score -1890333 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 21229 members 
Entering Unmasked Estep 
Score: -1890330.250000 Penalty: 5003.077637
	Iteration 106Q: 3 clusters Score -1890330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 21238 members 
Entering Unmasked Estep 
Score: -1890328.000000 Penalty: 5003.077637
	Iteration 107Q: 3 clusters Score -1890328 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 21245 members 
Entering Unmasked Estep 
Score: -1890330.750000 Penalty: 5003.077637
	Iteration 108Q: 3 clusters Score -1890331 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 21257 members 
Entering Unmasked Estep 
Score: -1890338.375000 Penalty: 5003.077637
	Iteration 109Q: 3 clusters Score -1890338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 21266 members 
Entering Unmasked Estep 
Score: -1890341.125000 Penalty: 5003.077637
	Iteration 110Q: 3 clusters Score -1890341 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 21275 members 
Entering Unmasked Estep 
Score: -1890341.875000 Penalty: 5003.077637
	Iteration 111Q: 3 clusters Score -1890342 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 21286 members 
Entering Unmasked Estep 
Score: -1890345.125000 Penalty: 5003.077637
	Iteration 112Q: 3 clusters Score -1890345 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 21296 members 
Entering Unmasked Estep 
Score: -1890348.500000 Penalty: 5003.077637
	Iteration 113Q: 3 clusters Score -1890348 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 21304 members 
Entering Unmasked Estep 
Score: -1890354.125000 Penalty: 5003.077637
	Iteration 114Q: 3 clusters Score -1890354 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 21314 members 
Entering Unmasked Estep 
Score: -1890353.500000 Penalty: 5003.077637
	Iteration 115Q: 3 clusters Score -1890354 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 21323 members 
Entering Unmasked Estep 
Score: -1890357.875000 Penalty: 5003.077637
	Iteration 116Q: 3 clusters Score -1890358 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 21333 members 
Entering Unmasked Estep 
Score: -1890361.750000 Penalty: 5003.077637
	Iteration 117Q: 3 clusters Score -1890362 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 21341 members 
Entering Unmasked Estep 
Score: -1890361.250000 Penalty: 5003.077637
	Iteration 118Q: 3 clusters Score -1890361 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 21351 members 
Entering Unmasked Estep 
Score: -1890364.375000 Penalty: 5003.077637
	Iteration 119Q: 3 clusters Score -1890364 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 21360 members 
Entering Unmasked Estep 
Score: -1890367.750000 Penalty: 5003.077637
	Iteration 120F: 3 clusters Score -1890368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 21367 members 
Entering Unmasked Estep 
Score: -1890370.750000 Penalty: 5003.077637
	Iteration 121Q: 3 clusters Score -1890371 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 21371 members 
Entering Unmasked Estep 
Score: -1890370.875000 Penalty: 5003.077637
	Iteration 122Q: 3 clusters Score -1890371 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 21379 members 
Entering Unmasked Estep 
Score: -1890371.250000 Penalty: 5003.077637
	Iteration 123Q: 3 clusters Score -1890371 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 21399 members 
Entering Unmasked Estep 
Score: -1890370.750000 Penalty: 5003.077637
	Iteration 124Q: 3 clusters Score -1890371 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 21414 members 
Entering Unmasked Estep 
Score: -1890378.250000 Penalty: 5003.077637
	Iteration 125Q: 3 clusters Score -1890378 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 21427 members 
Entering Unmasked Estep 
Score: -1890378.750000 Penalty: 5003.077637
	Iteration 126Q: 3 clusters Score -1890379 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 21433 members 
Entering Unmasked Estep 
Score: -1890375.375000 Penalty: 5003.077637
	Iteration 127Q: 3 clusters Score -1890375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 21435 members 
Entering Unmasked Estep 
Score: -1890378.375000 Penalty: 5003.077637
	Iteration 128Q: 3 clusters Score -1890378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 21436 members 
Entering Unmasked Estep 
Score: -1890377.750000 Penalty: 5003.077637
	Iteration 129Q: 3 clusters Score -1890378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 21436 members 
Entering Unmasked Estep 
Score: -1890377.375000 Penalty: 5003.077637
	Iteration 130Q: 3 clusters Score -1890377 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 21436 members 
Entering Unmasked Estep 
Score: -1890377.375000 Penalty: 5003.077637
	Iteration 131F: 3 clusters Score -1890377 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Entering Unmasked Estep 
Score: -439001.531250 Penalty: 2155.529297
	Iteration 0F: 2 clusters Score -439001.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -433896.125000 Penalty: 4311.058594
	Iteration 0F: 3 clusters Score -433896.1 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -435150.062500 Penalty: 4311.058594
	Iteration 1F: 3 clusters Score -435150.1 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -435437.656250 Penalty: 4311.058594
	Iteration 2F: 3 clusters Score -435437.7 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -435869.750000 Penalty: 4311.058594
	Iteration 3F: 3 clusters Score -435869.8 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -436412.500000 Penalty: 4311.058594
	Iteration 4F: 3 clusters Score -436412.5 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -436899.875000 Penalty: 4311.058594
	Iteration 5F: 3 clusters Score -436899.9 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -437326.250000 Penalty: 4311.058594
	Iteration 6F: 3 clusters Score -437326.2 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -437640.343750 Penalty: 4311.058594
	Iteration 7F: 3 clusters Score -437640.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -437821.000000 Penalty: 4311.058594
	Iteration 8Q: 3 clusters Score -437821 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -437925.593750 Penalty: 4311.058594
	Iteration 9Q: 3 clusters Score -437925.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -437996.250000 Penalty: 4311.058594
	Iteration 10Q: 3 clusters Score -437996.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -438049.593750 Penalty: 4311.058594
	Iteration 11Q: 3 clusters Score -438049.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -438082.375000 Penalty: 4311.058594
	Iteration 12Q: 3 clusters Score -438082.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -438110.593750 Penalty: 4311.058594
	Iteration 13Q: 3 clusters Score -438110.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -438132.281250 Penalty: 4311.058594
	Iteration 14Q: 3 clusters Score -438132.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -438147.500000 Penalty: 4311.058594
	Iteration 15Q: 3 clusters Score -438147.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -438158.312500 Penalty: 4311.058594
	Iteration 16Q: 3 clusters Score -438158.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -438166.437500 Penalty: 4311.058594
	Iteration 17Q: 3 clusters Score -438166.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -438173.218750 Penalty: 4311.058594
	Iteration 18Q: 3 clusters Score -438173.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -438175.968750 Penalty: 4311.058594
	Iteration 19Q: 3 clusters Score -438176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -438180.343750 Penalty: 4311.058594
	Iteration 20F: 3 clusters Score -438180.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -438182.968750 Penalty: 4311.058594
	Iteration 21Q: 3 clusters Score -438183 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -438184.687500 Penalty: 4311.058594
	Iteration 22Q: 3 clusters Score -438184.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -438185.531250 Penalty: 4311.058594
	Iteration 23Q: 3 clusters Score -438185.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -438185.531250 Penalty: 4311.058594
	Iteration 24F: 3 clusters Score -438185.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Entering Unmasked Estep 
Score: -313813.531250 Penalty: 2059.269287
	Iteration 0F: 2 clusters Score -313813.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -309886.968750 Penalty: 4118.538574
	Iteration 0F: 3 clusters Score -309887 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -310735.031250 Penalty: 4118.538574
	Iteration 1F: 3 clusters Score -310735 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -310904.968750 Penalty: 4118.538574
	Iteration 2F: 3 clusters Score -310905 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -310992.750000 Penalty: 4118.538574
	Iteration 3Q: 3 clusters Score -310992.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -311060.000000 Penalty: 4118.538574
	Iteration 4Q: 3 clusters Score -311060 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -311116.031250 Penalty: 4118.538574
	Iteration 5Q: 3 clusters Score -311116 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -311155.312500 Penalty: 4118.538574
	Iteration 6Q: 3 clusters Score -311155.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -311191.843750 Penalty: 4118.538574
	Iteration 7Q: 3 clusters Score -311191.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -311215.375000 Penalty: 4118.538574
	Iteration 8Q: 3 clusters Score -311215.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -311241.187500 Penalty: 4118.538574
	Iteration 9Q: 3 clusters Score -311241.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -311261.187500 Penalty: 4118.538574
	Iteration 10Q: 3 clusters Score -311261.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -311281.062500 Penalty: 4118.538574
	Iteration 11Q: 3 clusters Score -311281.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -311299.312500 Penalty: 4118.538574
	Iteration 12Q: 3 clusters Score -311299.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -311315.843750 Penalty: 4118.538574
	Iteration 13Q: 3 clusters Score -311315.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -311332.125000 Penalty: 4118.538574
	Iteration 14Q: 3 clusters Score -311332.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -311348.843750 Penalty: 4118.538574
	Iteration 15Q: 3 clusters Score -311348.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -311365.625000 Penalty: 4118.538574
	Iteration 16Q: 3 clusters Score -311365.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -311383.437500 Penalty: 4118.538574
	Iteration 17Q: 3 clusters Score -311383.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -311403.656250 Penalty: 4118.538574
	Iteration 18Q: 3 clusters Score -311403.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -311418.562500 Penalty: 4118.538574
	Iteration 19Q: 3 clusters Score -311418.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -311427.031250 Penalty: 4118.538574
	Iteration 20F: 3 clusters Score -311427 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -311436.625000 Penalty: 4118.538574
	Iteration 21Q: 3 clusters Score -311436.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -311445.156250 Penalty: 4118.538574
	Iteration 22Q: 3 clusters Score -311445.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -311455.218750 Penalty: 4118.538574
	Iteration 23Q: 3 clusters Score -311455.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -311464.906250 Penalty: 4118.538574
	Iteration 24Q: 3 clusters Score -311464.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -311473.343750 Penalty: 4118.538574
	Iteration 25Q: 3 clusters Score -311473.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -311482.718750 Penalty: 4118.538574
	Iteration 26Q: 3 clusters Score -311482.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -311491.125000 Penalty: 4118.538574
	Iteration 27Q: 3 clusters Score -311491.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -311504.312500 Penalty: 4118.538574
	Iteration 28Q: 3 clusters Score -311504.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -311517.968750 Penalty: 4118.538574
	Iteration 29Q: 3 clusters Score -311518 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -311531.125000 Penalty: 4118.538574
	Iteration 30Q: 3 clusters Score -311531.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -311552.062500 Penalty: 4118.538574
	Iteration 31Q: 3 clusters Score -311552.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -311579.906250 Penalty: 4118.538574
	Iteration 32Q: 3 clusters Score -311579.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -311611.593750 Penalty: 4118.538574
	Iteration 33Q: 3 clusters Score -311611.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -311637.437500 Penalty: 4118.538574
	Iteration 34Q: 3 clusters Score -311637.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -311656.625000 Penalty: 4118.538574
	Iteration 35Q: 3 clusters Score -311656.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -311673.843750 Penalty: 4118.538574
	Iteration 36Q: 3 clusters Score -311673.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -311687.281250 Penalty: 4118.538574
	Iteration 37Q: 3 clusters Score -311687.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -311698.406250 Penalty: 4118.538574
	Iteration 38Q: 3 clusters Score -311698.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -311711.500000 Penalty: 4118.538574
	Iteration 39Q: 3 clusters Score -311711.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -311724.687500 Penalty: 4118.538574
	Iteration 40F: 3 clusters Score -311724.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -311740.343750 Penalty: 4118.538574
	Iteration 41Q: 3 clusters Score -311740.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -311756.437500 Penalty: 4118.538574
	Iteration 42Q: 3 clusters Score -311756.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -311769.375000 Penalty: 4118.538574
	Iteration 43Q: 3 clusters Score -311769.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -311779.406250 Penalty: 4118.538574
	Iteration 44Q: 3 clusters Score -311779.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -311797.000000 Penalty: 4118.538574
	Iteration 45Q: 3 clusters Score -311797 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -311821.375000 Penalty: 4118.538574
	Iteration 46Q: 3 clusters Score -311821.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -311852.562500 Penalty: 4118.538574
	Iteration 47Q: 3 clusters Score -311852.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -311888.156250 Penalty: 4118.538574
	Iteration 48Q: 3 clusters Score -311888.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -311919.500000 Penalty: 4118.538574
	Iteration 49Q: 3 clusters Score -311919.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -311954.968750 Penalty: 4118.538574
	Iteration 50Q: 3 clusters Score -311955 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -311992.562500 Penalty: 4118.538574
	Iteration 51Q: 3 clusters Score -311992.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -312026.375000 Penalty: 4118.538574
	Iteration 52Q: 3 clusters Score -312026.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -312054.781250 Penalty: 4118.538574
	Iteration 53Q: 3 clusters Score -312054.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -312083.718750 Penalty: 4118.538574
	Iteration 54Q: 3 clusters Score -312083.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -312099.593750 Penalty: 4118.538574
	Iteration 55Q: 3 clusters Score -312099.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -312104.343750 Penalty: 4118.538574
	Iteration 56Q: 3 clusters Score -312104.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -312106.906250 Penalty: 4118.538574
	Iteration 57Q: 3 clusters Score -312106.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -312110.968750 Penalty: 4118.538574
	Iteration 58Q: 3 clusters Score -312111 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -312114.406250 Penalty: 4118.538574
	Iteration 59Q: 3 clusters Score -312114.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -312118.750000 Penalty: 4118.538574
	Iteration 60F: 3 clusters Score -312118.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -312123.343750 Penalty: 4118.538574
	Iteration 61Q: 3 clusters Score -312123.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -312126.343750 Penalty: 4118.538574
	Iteration 62Q: 3 clusters Score -312126.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -312128.312500 Penalty: 4118.538574
	Iteration 63Q: 3 clusters Score -312128.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -312130.500000 Penalty: 4118.538574
	Iteration 64Q: 3 clusters Score -312130.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -312132.000000 Penalty: 4118.538574
	Iteration 65Q: 3 clusters Score -312132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -312135.625000 Penalty: 4118.538574
	Iteration 66Q: 3 clusters Score -312135.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -312138.875000 Penalty: 4118.538574
	Iteration 67Q: 3 clusters Score -312138.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -312139.875000 Penalty: 4118.538574
	Iteration 68Q: 3 clusters Score -312139.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -312141.187500 Penalty: 4118.538574
	Iteration 69Q: 3 clusters Score -312141.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -312142.187500 Penalty: 4118.538574
	Iteration 70Q: 3 clusters Score -312142.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -312141.687500 Penalty: 4118.538574
	Iteration 71Q: 3 clusters Score -312141.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -312141.687500 Penalty: 4118.538574
	Iteration 72F: 3 clusters Score -312141.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (78757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78757 members 
Entering Unmasked Estep 
Score: -6388317.500000 Penalty: 2795.982422
	Iteration 0F: 2 clusters Score -6388318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39361 members 
Mstep: Class 2 contains 39396 members 
Entering Unmasked Estep 
Score: -6335491.000000 Penalty: 5591.964844
	Iteration 0F: 3 clusters Score -6335491 nChanged 36809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39264 members 
Mstep: Class 2 contains 39493 members 
Entering Unmasked Estep 
Score: -6356680.000000 Penalty: 5591.964844
	Iteration 1F: 3 clusters Score -6356680 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39608 members 
Mstep: Class 2 contains 39149 members 
Entering Unmasked Estep 
Score: -6357495.000000 Penalty: 5591.964844
	Iteration 2Q: 3 clusters Score -6357495 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40271 members 
Mstep: Class 2 contains 38486 members 
Entering Unmasked Estep 
Score: -6358539.500000 Penalty: 5591.964844
	Iteration 3Q: 3 clusters Score -6358540 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41288 members 
Mstep: Class 2 contains 37469 members 
Entering Unmasked Estep 
Score: -6360072.000000 Penalty: 5591.964844
	Iteration 4Q: 3 clusters Score -6360072 nChanged 4168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42956 members 
Mstep: Class 2 contains 35801 members 
Entering Unmasked Estep 
Score: -6362336.500000 Penalty: 5591.964844
	Iteration 5F: 3 clusters Score -6362336 nChanged 5040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45316 members 
Mstep: Class 2 contains 33441 members 
Entering Unmasked Estep 
Score: -6365522.500000 Penalty: 5591.964844
	Iteration 6F: 3 clusters Score -6365522 nChanged 5493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48097 members 
Mstep: Class 2 contains 30660 members 
Entering Unmasked Estep 
Score: -6369149.000000 Penalty: 5591.964844
	Iteration 7F: 3 clusters Score -6369149 nChanged 5222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50919 members 
Mstep: Class 2 contains 27838 members 
Entering Unmasked Estep 
Score: -6372770.000000 Penalty: 5591.964844
	Iteration 8F: 3 clusters Score -6372770 nChanged 4351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53398 members 
Mstep: Class 2 contains 25359 members 
Entering Unmasked Estep 
Score: -6375914.000000 Penalty: 5591.964844
	Iteration 9F: 3 clusters Score -6375914 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55485 members 
Mstep: Class 2 contains 23272 members 
Entering Unmasked Estep 
Score: -6378254.500000 Penalty: 5591.964844
	Iteration 10Q: 3 clusters Score -6378254 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56963 members 
Mstep: Class 2 contains 21794 members 
Entering Unmasked Estep 
Score: -6379509.000000 Penalty: 5591.964844
	Iteration 11Q: 3 clusters Score -6379509 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58220 members 
Mstep: Class 2 contains 20537 members 
Entering Unmasked Estep 
Score: -6380207.000000 Penalty: 5591.964844
	Iteration 12Q: 3 clusters Score -6380207 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59339 members 
Mstep: Class 2 contains 19418 members 
Entering Unmasked Estep 
Score: -6380626.000000 Penalty: 5591.964844
	Iteration 13Q: 3 clusters Score -6380626 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60315 members 
Mstep: Class 2 contains 18442 members 
Entering Unmasked Estep 
Score: -6380923.500000 Penalty: 5591.964844
	Iteration 14Q: 3 clusters Score -6380924 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61300 members 
Mstep: Class 2 contains 17457 members 
Entering Unmasked Estep 
Score: -6381215.500000 Penalty: 5591.964844
	Iteration 15Q: 3 clusters Score -6381216 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62236 members 
Mstep: Class 2 contains 16521 members 
Entering Unmasked Estep 
Score: -6381462.000000 Penalty: 5591.964844
	Iteration 16Q: 3 clusters Score -6381462 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63166 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -6381784.000000 Penalty: 5591.964844
	Iteration 17Q: 3 clusters Score -6381784 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64119 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -6382038.500000 Penalty: 5591.964844
	Iteration 18Q: 3 clusters Score -6382038 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65101 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
Score: -6382344.500000 Penalty: 5591.964844
	Iteration 19Q: 3 clusters Score -6382344 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66011 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -6382630.000000 Penalty: 5591.964844
	Iteration 20F: 3 clusters Score -6382630 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66885 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -6382897.000000 Penalty: 5591.964844
	Iteration 21Q: 3 clusters Score -6382897 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67770 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -6383211.000000 Penalty: 5591.964844
	Iteration 22Q: 3 clusters Score -6383211 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68659 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -6383536.500000 Penalty: 5591.964844
	Iteration 23Q: 3 clusters Score -6383536 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69449 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -6383779.000000 Penalty: 5591.964844
	Iteration 24Q: 3 clusters Score -6383779 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70179 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -6384021.500000 Penalty: 5591.964844
	Iteration 25Q: 3 clusters Score -6384022 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70858 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -6384249.500000 Penalty: 5591.964844
	Iteration 26Q: 3 clusters Score -6384250 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71520 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -6384470.000000 Penalty: 5591.964844
	Iteration 27Q: 3 clusters Score -6384470 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72156 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -6384702.000000 Penalty: 5591.964844
	Iteration 28Q: 3 clusters Score -6384702 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72763 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -6384913.500000 Penalty: 5591.964844
	Iteration 29Q: 3 clusters Score -6384914 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73296 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -6385135.000000 Penalty: 5591.964844
	Iteration 30Q: 3 clusters Score -6385135 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73782 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -6385296.000000 Penalty: 5591.964844
	Iteration 31Q: 3 clusters Score -6385296 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74213 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -6385489.000000 Penalty: 5591.964844
	Iteration 32Q: 3 clusters Score -6385489 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74584 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -6385618.000000 Penalty: 5591.964844
	Iteration 33Q: 3 clusters Score -6385618 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74903 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -6385735.500000 Penalty: 5591.964844
	Iteration 34Q: 3 clusters Score -6385736 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75178 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -6385853.000000 Penalty: 5591.964844
	Iteration 35Q: 3 clusters Score -6385853 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75431 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -6385912.000000 Penalty: 5591.964844
	Iteration 36Q: 3 clusters Score -6385912 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75646 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -6385970.500000 Penalty: 5591.964844
	Iteration 37Q: 3 clusters Score -6385970 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75836 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -6386019.500000 Penalty: 5591.964844
	Iteration 38Q: 3 clusters Score -6386020 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75986 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -6386064.500000 Penalty: 5591.964844
	Iteration 39Q: 3 clusters Score -6386064 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76115 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -6386094.000000 Penalty: 5591.964844
	Iteration 40F: 3 clusters Score -6386094 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76236 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -6386106.000000 Penalty: 5591.964844
	Iteration 41Q: 3 clusters Score -6386106 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76347 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -6386137.500000 Penalty: 5591.964844
	Iteration 42Q: 3 clusters Score -6386138 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76432 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -6386179.000000 Penalty: 5591.964844
	Iteration 43Q: 3 clusters Score -6386179 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76516 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -6386216.500000 Penalty: 5591.964844
	Iteration 44Q: 3 clusters Score -6386216 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76596 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -6386248.000000 Penalty: 5591.964844
	Iteration 45Q: 3 clusters Score -6386248 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76668 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -6386254.000000 Penalty: 5591.964844
	Iteration 46Q: 3 clusters Score -6386254 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76722 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -6386264.000000 Penalty: 5591.964844
	Iteration 47Q: 3 clusters Score -6386264 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76756 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -6386276.000000 Penalty: 5591.964844
	Iteration 48Q: 3 clusters Score -6386276 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76788 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -6386282.000000 Penalty: 5591.964844
	Iteration 49Q: 3 clusters Score -6386282 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76819 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -6386291.000000 Penalty: 5591.964844
	Iteration 50Q: 3 clusters Score -6386291 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76844 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -6386290.000000 Penalty: 5591.964844
	Iteration 51Q: 3 clusters Score -6386290 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76862 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -6386289.500000 Penalty: 5591.964844
	Iteration 52Q: 3 clusters Score -6386290 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76876 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -6386307.500000 Penalty: 5591.964844
	Iteration 53Q: 3 clusters Score -6386308 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76892 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -6386309.000000 Penalty: 5591.964844
	Iteration 54Q: 3 clusters Score -6386309 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76902 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -6386306.500000 Penalty: 5591.964844
	Iteration 55Q: 3 clusters Score -6386306 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76912 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -6386311.000000 Penalty: 5591.964844
	Iteration 56Q: 3 clusters Score -6386311 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76923 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -6386312.000000 Penalty: 5591.964844
	Iteration 57Q: 3 clusters Score -6386312 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76941 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -6386326.500000 Penalty: 5591.964844
	Iteration 58Q: 3 clusters Score -6386326 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76951 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -6386319.500000 Penalty: 5591.964844
	Iteration 59Q: 3 clusters Score -6386320 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76963 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -6386313.500000 Penalty: 5591.964844
	Iteration 60F: 3 clusters Score -6386314 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76973 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -6386319.000000 Penalty: 5591.964844
	Iteration 61Q: 3 clusters Score -6386319 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76979 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -6386320.000000 Penalty: 5591.964844
	Iteration 62Q: 3 clusters Score -6386320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76988 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -6386317.000000 Penalty: 5591.964844
	Iteration 63Q: 3 clusters Score -6386317 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76991 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -6386317.500000 Penalty: 5591.964844
	Iteration 64Q: 3 clusters Score -6386318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76993 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -6386318.000000 Penalty: 5591.964844
	Iteration 65Q: 3 clusters Score -6386318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76998 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -6386309.500000 Penalty: 5591.964844
	Iteration 66Q: 3 clusters Score -6386310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77003 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -6386310.500000 Penalty: 5591.964844
	Iteration 67Q: 3 clusters Score -6386310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77007 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -6386319.000000 Penalty: 5591.964844
	Iteration 68Q: 3 clusters Score -6386319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77011 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -6386320.000000 Penalty: 5591.964844
	Iteration 69Q: 3 clusters Score -6386320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77013 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -6386319.500000 Penalty: 5591.964844
	Iteration 70Q: 3 clusters Score -6386320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77015 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -6386320.500000 Penalty: 5591.964844
	Iteration 71Q: 3 clusters Score -6386320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77017 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -6386320.500000 Penalty: 5591.964844
	Iteration 72Q: 3 clusters Score -6386320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77022 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -6386329.000000 Penalty: 5591.964844
	Iteration 73Q: 3 clusters Score -6386329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77026 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -6386333.000000 Penalty: 5591.964844
	Iteration 74Q: 3 clusters Score -6386333 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77030 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -6386330.000000 Penalty: 5591.964844
	Iteration 75Q: 3 clusters Score -6386330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77037 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -6386328.500000 Penalty: 5591.964844
	Iteration 76Q: 3 clusters Score -6386328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77040 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -6386325.500000 Penalty: 5591.964844
	Iteration 77Q: 3 clusters Score -6386326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77042 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -6386320.000000 Penalty: 5591.964844
	Iteration 78Q: 3 clusters Score -6386320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77045 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -6386323.500000 Penalty: 5591.964844
	Iteration 79Q: 3 clusters Score -6386324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77048 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -6386322.000000 Penalty: 5591.964844
	Iteration 80F: 3 clusters Score -6386322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77049 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -6386323.500000 Penalty: 5591.964844
	Iteration 81Q: 3 clusters Score -6386324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77050 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -6386323.500000 Penalty: 5591.964844
	Iteration 82Q: 3 clusters Score -6386324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77052 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -6386324.500000 Penalty: 5591.964844
	Iteration 83Q: 3 clusters Score -6386324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77053 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -6386325.500000 Penalty: 5591.964844
	Iteration 84Q: 3 clusters Score -6386326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77055 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -6386335.000000 Penalty: 5591.964844
	Iteration 85Q: 3 clusters Score -6386335 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77057 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -6386340.500000 Penalty: 5591.964844
	Iteration 86Q: 3 clusters Score -6386340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77058 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -6386340.500000 Penalty: 5591.964844
	Iteration 87Q: 3 clusters Score -6386340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77059 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -6386339.000000 Penalty: 5591.964844
	Iteration 88Q: 3 clusters Score -6386339 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77059 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -6386339.000000 Penalty: 5591.964844
	Iteration 89F: 3 clusters Score -6386339 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -297227.468750 Penalty: 2091.800781
	Iteration 0F: 2 clusters Score -297227.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -293004.781250 Penalty: 4183.601562
	Iteration 0F: 3 clusters Score -293004.8 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -294187.281250 Penalty: 4183.601562
	Iteration 1F: 3 clusters Score -294187.3 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -294544.343750 Penalty: 4183.601562
	Iteration 2F: 3 clusters Score -294544.3 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -294852.125000 Penalty: 4183.601562
	Iteration 3F: 3 clusters Score -294852.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -295186.062500 Penalty: 4183.601562
	Iteration 4F: 3 clusters Score -295186.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -295567.625000 Penalty: 4183.601562
	Iteration 5F: 3 clusters Score -295567.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -295980.406250 Penalty: 4183.601562
	Iteration 6F: 3 clusters Score -295980.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -296299.937500 Penalty: 4183.601562
	Iteration 7F: 3 clusters Score -296299.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -296595.187500 Penalty: 4183.601562
	Iteration 8Q: 3 clusters Score -296595.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -296749.843750 Penalty: 4183.601562
	Iteration 9Q: 3 clusters Score -296749.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -296835.468750 Penalty: 4183.601562
	Iteration 10Q: 3 clusters Score -296835.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -296875.406250 Penalty: 4183.601562
	Iteration 11Q: 3 clusters Score -296875.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -296898.250000 Penalty: 4183.601562
	Iteration 12Q: 3 clusters Score -296898.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -296909.968750 Penalty: 4183.601562
	Iteration 13Q: 3 clusters Score -296910 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -296917.281250 Penalty: 4183.601562
	Iteration 14Q: 3 clusters Score -296917.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -296922.187500 Penalty: 4183.601562
	Iteration 15Q: 3 clusters Score -296922.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -296926.593750 Penalty: 4183.601562
	Iteration 16Q: 3 clusters Score -296926.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -296928.843750 Penalty: 4183.601562
	Iteration 17Q: 3 clusters Score -296928.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -296930.343750 Penalty: 4183.601562
	Iteration 18Q: 3 clusters Score -296930.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -296930.468750 Penalty: 4183.601562
	Iteration 19Q: 3 clusters Score -296930.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -296932.218750 Penalty: 4183.601562
	Iteration 20F: 3 clusters Score -296932.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Entering Unmasked Estep 
Score: -393405.593750 Penalty: 2112.907959
	Iteration 0F: 2 clusters Score -393405.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -388911.937500 Penalty: 4225.815918
	Iteration 0F: 3 clusters Score -388911.9 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -390036.750000 Penalty: 4225.815918
	Iteration 1F: 3 clusters Score -390036.8 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -390264.093750 Penalty: 4225.815918
	Iteration 2F: 3 clusters Score -390264.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -390412.406250 Penalty: 4225.815918
	Iteration 3F: 3 clusters Score -390412.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -390511.187500 Penalty: 4225.815918
	Iteration 4Q: 3 clusters Score -390511.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -390599.218750 Penalty: 4225.815918
	Iteration 5Q: 3 clusters Score -390599.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -390684.312500 Penalty: 4225.815918
	Iteration 6Q: 3 clusters Score -390684.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -390770.875000 Penalty: 4225.815918
	Iteration 7Q: 3 clusters Score -390770.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -390862.968750 Penalty: 4225.815918
	Iteration 8Q: 3 clusters Score -390863 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -390936.031250 Penalty: 4225.815918
	Iteration 9Q: 3 clusters Score -390936 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -390993.000000 Penalty: 4225.815918
	Iteration 10Q: 3 clusters Score -390993 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -391048.500000 Penalty: 4225.815918
	Iteration 11Q: 3 clusters Score -391048.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -391100.843750 Penalty: 4225.815918
	Iteration 12Q: 3 clusters Score -391100.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -391155.687500 Penalty: 4225.815918
	Iteration 13Q: 3 clusters Score -391155.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -391220.000000 Penalty: 4225.815918
	Iteration 14Q: 3 clusters Score -391220 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -391275.093750 Penalty: 4225.815918
	Iteration 15Q: 3 clusters Score -391275.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -391324.031250 Penalty: 4225.815918
	Iteration 16Q: 3 clusters Score -391324 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -391372.781250 Penalty: 4225.815918
	Iteration 17Q: 3 clusters Score -391372.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -391431.156250 Penalty: 4225.815918
	Iteration 18Q: 3 clusters Score -391431.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -391489.375000 Penalty: 4225.815918
	Iteration 19Q: 3 clusters Score -391489.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -391545.531250 Penalty: 4225.815918
	Iteration 20F: 3 clusters Score -391545.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -391577.312500 Penalty: 4225.815918
	Iteration 21Q: 3 clusters Score -391577.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -391603.437500 Penalty: 4225.815918
	Iteration 22Q: 3 clusters Score -391603.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -391622.875000 Penalty: 4225.815918
	Iteration 23Q: 3 clusters Score -391622.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -391630.843750 Penalty: 4225.815918
	Iteration 24Q: 3 clusters Score -391630.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -391636.468750 Penalty: 4225.815918
	Iteration 25Q: 3 clusters Score -391636.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -391640.250000 Penalty: 4225.815918
	Iteration 26Q: 3 clusters Score -391640.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -391646.687500 Penalty: 4225.815918
	Iteration 27Q: 3 clusters Score -391646.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -391653.281250 Penalty: 4225.815918
	Iteration 28Q: 3 clusters Score -391653.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -391657.968750 Penalty: 4225.815918
	Iteration 29Q: 3 clusters Score -391658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -391662.281250 Penalty: 4225.815918
	Iteration 30Q: 3 clusters Score -391662.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -391665.593750 Penalty: 4225.815918
	Iteration 31Q: 3 clusters Score -391665.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -391668.187500 Penalty: 4225.815918
	Iteration 32Q: 3 clusters Score -391668.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -391671.343750 Penalty: 4225.815918
	Iteration 33Q: 3 clusters Score -391671.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -391671.156250 Penalty: 4225.815918
	Iteration 34Q: 3 clusters Score -391671.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -391672.812500 Penalty: 4225.815918
	Iteration 35Q: 3 clusters Score -391672.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -391676.281250 Penalty: 4225.815918
	Iteration 36Q: 3 clusters Score -391676.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -391681.812500 Penalty: 4225.815918
	Iteration 37Q: 3 clusters Score -391681.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -391687.562500 Penalty: 4225.815918
	Iteration 38Q: 3 clusters Score -391687.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -391696.781250 Penalty: 4225.815918
	Iteration 39Q: 3 clusters Score -391696.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -391702.093750 Penalty: 4225.815918
	Iteration 40F: 3 clusters Score -391702.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -391705.843750 Penalty: 4225.815918
	Iteration 41Q: 3 clusters Score -391705.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -391710.468750 Penalty: 4225.815918
	Iteration 42Q: 3 clusters Score -391710.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -391715.500000 Penalty: 4225.815918
	Iteration 43Q: 3 clusters Score -391715.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -391721.437500 Penalty: 4225.815918
	Iteration 44Q: 3 clusters Score -391721.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -391724.687500 Penalty: 4225.815918
	Iteration 45Q: 3 clusters Score -391724.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -391725.625000 Penalty: 4225.815918
	Iteration 46Q: 3 clusters Score -391725.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -391728.500000 Penalty: 4225.815918
	Iteration 47Q: 3 clusters Score -391728.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -391731.625000 Penalty: 4225.815918
	Iteration 48Q: 3 clusters Score -391731.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -391733.906250 Penalty: 4225.815918
	Iteration 49Q: 3 clusters Score -391733.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -391735.062500 Penalty: 4225.815918
	Iteration 50Q: 3 clusters Score -391735.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -391735.062500 Penalty: 4225.815918
	Iteration 51F: 3 clusters Score -391735.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (64277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64277 members 
Entering Unmasked Estep 
Score: -4921550.500000 Penalty: 2745.597412
	Iteration 0F: 2 clusters Score -4921550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32065 members 
Mstep: Class 2 contains 32212 members 
Entering Unmasked Estep 
Score: -4878515.500000 Penalty: 5491.194824
	Iteration 0F: 3 clusters Score -4878516 nChanged 30011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31632 members 
Mstep: Class 2 contains 32645 members 
Entering Unmasked Estep 
Score: -4895533.500000 Penalty: 5491.194824
	Iteration 1F: 3 clusters Score -4895534 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31334 members 
Mstep: Class 2 contains 32943 members 
Entering Unmasked Estep 
Score: -4896444.000000 Penalty: 5491.194824
	Iteration 2Q: 3 clusters Score -4896444 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30760 members 
Mstep: Class 2 contains 33517 members 
Entering Unmasked Estep 
Score: -4897521.500000 Penalty: 5491.194824
	Iteration 3Q: 3 clusters Score -4897522 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29877 members 
Mstep: Class 2 contains 34400 members 
Entering Unmasked Estep 
Score: -4898983.500000 Penalty: 5491.194824
	Iteration 4Q: 3 clusters Score -4898984 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28613 members 
Mstep: Class 2 contains 35664 members 
Entering Unmasked Estep 
Score: -4900809.500000 Penalty: 5491.194824
	Iteration 5F: 3 clusters Score -4900810 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26986 members 
Mstep: Class 2 contains 37291 members 
Entering Unmasked Estep 
Score: -4903071.500000 Penalty: 5491.194824
	Iteration 6F: 3 clusters Score -4903072 nChanged 3932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25252 members 
Mstep: Class 2 contains 39025 members 
Entering Unmasked Estep 
Score: -4905618.500000 Penalty: 5491.194824
	Iteration 7F: 3 clusters Score -4905618 nChanged 3754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23536 members 
Mstep: Class 2 contains 40741 members 
Entering Unmasked Estep 
Score: -4908124.000000 Penalty: 5491.194824
	Iteration 8F: 3 clusters Score -4908124 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21978 members 
Mstep: Class 2 contains 42299 members 
Entering Unmasked Estep 
Score: -4910369.000000 Penalty: 5491.194824
	Iteration 9F: 3 clusters Score -4910369 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20755 members 
Mstep: Class 2 contains 43522 members 
Entering Unmasked Estep 
Score: -4912161.000000 Penalty: 5491.194824
	Iteration 10Q: 3 clusters Score -4912161 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19781 members 
Mstep: Class 2 contains 44496 members 
Entering Unmasked Estep 
Score: -4913473.000000 Penalty: 5491.194824
	Iteration 11Q: 3 clusters Score -4913473 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19020 members 
Mstep: Class 2 contains 45257 members 
Entering Unmasked Estep 
Score: -4914260.000000 Penalty: 5491.194824
	Iteration 12Q: 3 clusters Score -4914260 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18376 members 
Mstep: Class 2 contains 45901 members 
Entering Unmasked Estep 
Score: -4914775.000000 Penalty: 5491.194824
	Iteration 13Q: 3 clusters Score -4914775 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 46430 members 
Entering Unmasked Estep 
Score: -4915204.000000 Penalty: 5491.194824
	Iteration 14Q: 3 clusters Score -4915204 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 46894 members 
Entering Unmasked Estep 
Score: -4915540.500000 Penalty: 5491.194824
	Iteration 15Q: 3 clusters Score -4915540 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Mstep: Class 2 contains 47320 members 
Entering Unmasked Estep 
Score: -4915945.500000 Penalty: 5491.194824
	Iteration 16Q: 3 clusters Score -4915946 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16535 members 
Mstep: Class 2 contains 47742 members 
Entering Unmasked Estep 
Score: -4916338.000000 Penalty: 5491.194824
	Iteration 17Q: 3 clusters Score -4916338 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16180 members 
Mstep: Class 2 contains 48097 members 
Entering Unmasked Estep 
Score: -4916655.500000 Penalty: 5491.194824
	Iteration 18Q: 3 clusters Score -4916656 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 48362 members 
Entering Unmasked Estep 
Score: -4916853.500000 Penalty: 5491.194824
	Iteration 19Q: 3 clusters Score -4916854 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15695 members 
Mstep: Class 2 contains 48582 members 
Entering Unmasked Estep 
Score: -4917038.000000 Penalty: 5491.194824
	Iteration 20F: 3 clusters Score -4917038 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 48776 members 
Entering Unmasked Estep 
Score: -4917215.500000 Penalty: 5491.194824
	Iteration 21Q: 3 clusters Score -4917216 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 48943 members 
Entering Unmasked Estep 
Score: -4917364.500000 Penalty: 5491.194824
	Iteration 22Q: 3 clusters Score -4917364 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15216 members 
Mstep: Class 2 contains 49061 members 
Entering Unmasked Estep 
Score: -4917408.000000 Penalty: 5491.194824
	Iteration 23Q: 3 clusters Score -4917408 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15132 members 
Mstep: Class 2 contains 49145 members 
Entering Unmasked Estep 
Score: -4917472.500000 Penalty: 5491.194824
	Iteration 24Q: 3 clusters Score -4917472 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 49199 members 
Entering Unmasked Estep 
Score: -4917520.500000 Penalty: 5491.194824
	Iteration 25Q: 3 clusters Score -4917520 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 49238 members 
Entering Unmasked Estep 
Score: -4917548.000000 Penalty: 5491.194824
	Iteration 26Q: 3 clusters Score -4917548 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 49265 members 
Entering Unmasked Estep 
Score: -4917554.000000 Penalty: 5491.194824
	Iteration 27Q: 3 clusters Score -4917554 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 49317 members 
Entering Unmasked Estep 
Score: -4917599.000000 Penalty: 5491.194824
	Iteration 28Q: 3 clusters Score -4917599 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14908 members 
Mstep: Class 2 contains 49369 members 
Entering Unmasked Estep 
Score: -4917625.500000 Penalty: 5491.194824
	Iteration 29Q: 3 clusters Score -4917626 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 49422 members 
Entering Unmasked Estep 
Score: -4917651.000000 Penalty: 5491.194824
	Iteration 30Q: 3 clusters Score -4917651 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 49477 members 
Entering Unmasked Estep 
Score: -4917650.500000 Penalty: 5491.194824
	Iteration 31Q: 3 clusters Score -4917650 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 49524 members 
Entering Unmasked Estep 
Score: -4917655.000000 Penalty: 5491.194824
	Iteration 32Q: 3 clusters Score -4917655 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 49584 members 
Entering Unmasked Estep 
Score: -4917675.000000 Penalty: 5491.194824
	Iteration 33Q: 3 clusters Score -4917675 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 49648 members 
Entering Unmasked Estep 
Score: -4917673.000000 Penalty: 5491.194824
	Iteration 34Q: 3 clusters Score -4917673 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 49681 members 
Entering Unmasked Estep 
Score: -4917704.500000 Penalty: 5491.194824
	Iteration 35Q: 3 clusters Score -4917704 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 49709 members 
Entering Unmasked Estep 
Score: -4917721.000000 Penalty: 5491.194824
	Iteration 36Q: 3 clusters Score -4917721 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 49746 members 
Entering Unmasked Estep 
Score: -4917743.000000 Penalty: 5491.194824
	Iteration 37Q: 3 clusters Score -4917743 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 49770 members 
Entering Unmasked Estep 
Score: -4917754.500000 Penalty: 5491.194824
	Iteration 38Q: 3 clusters Score -4917754 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 49808 members 
Entering Unmasked Estep 
Score: -4917759.000000 Penalty: 5491.194824
	Iteration 39Q: 3 clusters Score -4917759 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 49850 members 
Entering Unmasked Estep 
Score: -4917748.500000 Penalty: 5491.194824
	Iteration 40F: 3 clusters Score -4917748 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 49876 members 
Entering Unmasked Estep 
Score: -4917758.500000 Penalty: 5491.194824
	Iteration 41Q: 3 clusters Score -4917758 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 49903 members 
Entering Unmasked Estep 
Score: -4917755.500000 Penalty: 5491.194824
	Iteration 42Q: 3 clusters Score -4917756 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 49941 members 
Entering Unmasked Estep 
Score: -4917764.000000 Penalty: 5491.194824
	Iteration 43Q: 3 clusters Score -4917764 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 49979 members 
Entering Unmasked Estep 
Score: -4917775.000000 Penalty: 5491.194824
	Iteration 44Q: 3 clusters Score -4917775 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 50012 members 
Entering Unmasked Estep 
Score: -4917797.500000 Penalty: 5491.194824
	Iteration 45Q: 3 clusters Score -4917798 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 50044 members 
Entering Unmasked Estep 
Score: -4917794.000000 Penalty: 5491.194824
	Iteration 46Q: 3 clusters Score -4917794 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 50078 members 
Entering Unmasked Estep 
Score: -4917800.500000 Penalty: 5491.194824
	Iteration 47Q: 3 clusters Score -4917800 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 50088 members 
Entering Unmasked Estep 
Score: -4917813.000000 Penalty: 5491.194824
	Iteration 48Q: 3 clusters Score -4917813 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 50103 members 
Entering Unmasked Estep 
Score: -4917810.000000 Penalty: 5491.194824
	Iteration 49Q: 3 clusters Score -4917810 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 50131 members 
Entering Unmasked Estep 
Score: -4917835.000000 Penalty: 5491.194824
	Iteration 50Q: 3 clusters Score -4917835 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 50156 members 
Entering Unmasked Estep 
Score: -4917837.500000 Penalty: 5491.194824
	Iteration 51Q: 3 clusters Score -4917838 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 50197 members 
Entering Unmasked Estep 
Score: -4917838.000000 Penalty: 5491.194824
	Iteration 52Q: 3 clusters Score -4917838 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 50243 members 
Entering Unmasked Estep 
Score: -4917834.000000 Penalty: 5491.194824
	Iteration 53Q: 3 clusters Score -4917834 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 50287 members 
Entering Unmasked Estep 
Score: -4917822.500000 Penalty: 5491.194824
	Iteration 54Q: 3 clusters Score -4917822 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 50322 members 
Entering Unmasked Estep 
Score: -4917834.500000 Penalty: 5491.194824
	Iteration 55Q: 3 clusters Score -4917834 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 50348 members 
Entering Unmasked Estep 
Score: -4917842.500000 Penalty: 5491.194824
	Iteration 56Q: 3 clusters Score -4917842 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 50374 members 
Entering Unmasked Estep 
Score: -4917849.500000 Penalty: 5491.194824
	Iteration 57Q: 3 clusters Score -4917850 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 50410 members 
Entering Unmasked Estep 
Score: -4917852.000000 Penalty: 5491.194824
	Iteration 58Q: 3 clusters Score -4917852 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 50434 members 
Entering Unmasked Estep 
Score: -4917846.500000 Penalty: 5491.194824
	Iteration 59Q: 3 clusters Score -4917846 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 50468 members 
Entering Unmasked Estep 
Score: -4917854.000000 Penalty: 5491.194824
	Iteration 60F: 3 clusters Score -4917854 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 50508 members 
Entering Unmasked Estep 
Score: -4917854.500000 Penalty: 5491.194824
	Iteration 61Q: 3 clusters Score -4917854 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 50550 members 
Entering Unmasked Estep 
Score: -4917872.000000 Penalty: 5491.194824
	Iteration 62Q: 3 clusters Score -4917872 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 50581 members 
Entering Unmasked Estep 
Score: -4917870.500000 Penalty: 5491.194824
	Iteration 63Q: 3 clusters Score -4917870 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 50607 members 
Entering Unmasked Estep 
Score: -4917871.500000 Penalty: 5491.194824
	Iteration 64Q: 3 clusters Score -4917872 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 50638 members 
Entering Unmasked Estep 
Score: -4917879.500000 Penalty: 5491.194824
	Iteration 65Q: 3 clusters Score -4917880 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 50681 members 
Entering Unmasked Estep 
Score: -4917886.000000 Penalty: 5491.194824
	Iteration 66Q: 3 clusters Score -4917886 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 50717 members 
Entering Unmasked Estep 
Score: -4917891.500000 Penalty: 5491.194824
	Iteration 67Q: 3 clusters Score -4917892 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 50746 members 
Entering Unmasked Estep 
Score: -4917903.000000 Penalty: 5491.194824
	Iteration 68Q: 3 clusters Score -4917903 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 50769 members 
Entering Unmasked Estep 
Score: -4917905.500000 Penalty: 5491.194824
	Iteration 69Q: 3 clusters Score -4917906 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 50798 members 
Entering Unmasked Estep 
Score: -4917908.000000 Penalty: 5491.194824
	Iteration 70Q: 3 clusters Score -4917908 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 50830 members 
Entering Unmasked Estep 
Score: -4917908.500000 Penalty: 5491.194824
	Iteration 71Q: 3 clusters Score -4917908 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 50864 members 
Entering Unmasked Estep 
Score: -4917913.000000 Penalty: 5491.194824
	Iteration 72Q: 3 clusters Score -4917913 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 50890 members 
Entering Unmasked Estep 
Score: -4917912.000000 Penalty: 5491.194824
	Iteration 73Q: 3 clusters Score -4917912 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 50917 members 
Entering Unmasked Estep 
Score: -4917913.000000 Penalty: 5491.194824
	Iteration 74Q: 3 clusters Score -4917913 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 50947 members 
Entering Unmasked Estep 
Score: -4917922.000000 Penalty: 5491.194824
	Iteration 75Q: 3 clusters Score -4917922 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 50980 members 
Entering Unmasked Estep 
Score: -4917917.000000 Penalty: 5491.194824
	Iteration 76Q: 3 clusters Score -4917917 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 51003 members 
Entering Unmasked Estep 
Score: -4917928.500000 Penalty: 5491.194824
	Iteration 77Q: 3 clusters Score -4917928 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 51022 members 
Entering Unmasked Estep 
Score: -4917933.000000 Penalty: 5491.194824
	Iteration 78Q: 3 clusters Score -4917933 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 51044 members 
Entering Unmasked Estep 
Score: -4917934.500000 Penalty: 5491.194824
	Iteration 79Q: 3 clusters Score -4917934 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 51063 members 
Entering Unmasked Estep 
Score: -4917920.000000 Penalty: 5491.194824
	Iteration 80F: 3 clusters Score -4917920 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 51091 members 
Entering Unmasked Estep 
Score: -4917931.000000 Penalty: 5491.194824
	Iteration 81Q: 3 clusters Score -4917931 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 51106 members 
Entering Unmasked Estep 
Score: -4917931.500000 Penalty: 5491.194824
	Iteration 82Q: 3 clusters Score -4917932 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 51127 members 
Entering Unmasked Estep 
Score: -4917925.500000 Penalty: 5491.194824
	Iteration 83Q: 3 clusters Score -4917926 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 51147 members 
Entering Unmasked Estep 
Score: -4917924.000000 Penalty: 5491.194824
	Iteration 84Q: 3 clusters Score -4917924 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 51166 members 
Entering Unmasked Estep 
Score: -4917928.500000 Penalty: 5491.194824
	Iteration 85Q: 3 clusters Score -4917928 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 51185 members 
Entering Unmasked Estep 
Score: -4917925.500000 Penalty: 5491.194824
	Iteration 86Q: 3 clusters Score -4917926 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 51206 members 
Entering Unmasked Estep 
Score: -4917913.000000 Penalty: 5491.194824
	Iteration 87Q: 3 clusters Score -4917913 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 51233 members 
Entering Unmasked Estep 
Score: -4917923.500000 Penalty: 5491.194824
	Iteration 88Q: 3 clusters Score -4917924 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 51257 members 
Entering Unmasked Estep 
Score: -4917917.000000 Penalty: 5491.194824
	Iteration 89Q: 3 clusters Score -4917917 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 51280 members 
Entering Unmasked Estep 
Score: -4917922.000000 Penalty: 5491.194824
	Iteration 90Q: 3 clusters Score -4917922 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 51301 members 
Entering Unmasked Estep 
Score: -4917919.500000 Penalty: 5491.194824
	Iteration 91Q: 3 clusters Score -4917920 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 51310 members 
Entering Unmasked Estep 
Score: -4917921.000000 Penalty: 5491.194824
	Iteration 92Q: 3 clusters Score -4917921 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 51318 members 
Entering Unmasked Estep 
Score: -4917924.500000 Penalty: 5491.194824
	Iteration 93Q: 3 clusters Score -4917924 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 51328 members 
Entering Unmasked Estep 
Score: -4917918.500000 Penalty: 5491.194824
	Iteration 94Q: 3 clusters Score -4917918 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 51339 members 
Entering Unmasked Estep 
Score: -4917917.000000 Penalty: 5491.194824
	Iteration 95Q: 3 clusters Score -4917917 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 51353 members 
Entering Unmasked Estep 
Score: -4917930.000000 Penalty: 5491.194824
	Iteration 96Q: 3 clusters Score -4917930 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 51364 members 
Entering Unmasked Estep 
Score: -4917923.000000 Penalty: 5491.194824
	Iteration 97Q: 3 clusters Score -4917923 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 51380 members 
Entering Unmasked Estep 
Score: -4917932.000000 Penalty: 5491.194824
	Iteration 98Q: 3 clusters Score -4917932 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 51391 members 
Entering Unmasked Estep 
Score: -4917937.000000 Penalty: 5491.194824
	Iteration 99Q: 3 clusters Score -4917937 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 51407 members 
Entering Unmasked Estep 
Score: -4917934.500000 Penalty: 5491.194824
	Iteration 100F: 3 clusters Score -4917934 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 51429 members 
Entering Unmasked Estep 
Score: -4917946.500000 Penalty: 5491.194824
	Iteration 101Q: 3 clusters Score -4917946 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 51444 members 
Entering Unmasked Estep 
Score: -4917945.000000 Penalty: 5491.194824
	Iteration 102Q: 3 clusters Score -4917945 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 51462 members 
Entering Unmasked Estep 
Score: -4917963.500000 Penalty: 5491.194824
	Iteration 103Q: 3 clusters Score -4917964 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 51483 members 
Entering Unmasked Estep 
Score: -4917967.500000 Penalty: 5491.194824
	Iteration 104Q: 3 clusters Score -4917968 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 51505 members 
Entering Unmasked Estep 
Score: -4917968.000000 Penalty: 5491.194824
	Iteration 105Q: 3 clusters Score -4917968 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 51528 members 
Entering Unmasked Estep 
Score: -4917981.000000 Penalty: 5491.194824
	Iteration 106Q: 3 clusters Score -4917981 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 51550 members 
Entering Unmasked Estep 
Score: -4917977.500000 Penalty: 5491.194824
	Iteration 107Q: 3 clusters Score -4917978 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 51567 members 
Entering Unmasked Estep 
Score: -4917976.500000 Penalty: 5491.194824
	Iteration 108Q: 3 clusters Score -4917976 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 51579 members 
Entering Unmasked Estep 
Score: -4917977.500000 Penalty: 5491.194824
	Iteration 109Q: 3 clusters Score -4917978 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 51595 members 
Entering Unmasked Estep 
Score: -4917981.000000 Penalty: 5491.194824
	Iteration 110Q: 3 clusters Score -4917981 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 51609 members 
Entering Unmasked Estep 
Score: -4917977.500000 Penalty: 5491.194824
	Iteration 111Q: 3 clusters Score -4917978 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 51621 members 
Entering Unmasked Estep 
Score: -4917979.000000 Penalty: 5491.194824
	Iteration 112Q: 3 clusters Score -4917979 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 51637 members 
Entering Unmasked Estep 
Score: -4917975.500000 Penalty: 5491.194824
	Iteration 113Q: 3 clusters Score -4917976 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 51648 members 
Entering Unmasked Estep 
Score: -4917978.000000 Penalty: 5491.194824
	Iteration 114Q: 3 clusters Score -4917978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 51655 members 
Entering Unmasked Estep 
Score: -4917971.500000 Penalty: 5491.194824
	Iteration 115Q: 3 clusters Score -4917972 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 51666 members 
Entering Unmasked Estep 
Score: -4917976.500000 Penalty: 5491.194824
	Iteration 116Q: 3 clusters Score -4917976 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 51682 members 
Entering Unmasked Estep 
Score: -4917988.500000 Penalty: 5491.194824
	Iteration 117Q: 3 clusters Score -4917988 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 51699 members 
Entering Unmasked Estep 
Score: -4917993.000000 Penalty: 5491.194824
	Iteration 118Q: 3 clusters Score -4917993 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 51710 members 
Entering Unmasked Estep 
Score: -4917994.500000 Penalty: 5491.194824
	Iteration 119Q: 3 clusters Score -4917994 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 51724 members 
Entering Unmasked Estep 
Score: -4917996.500000 Penalty: 5491.194824
	Iteration 120F: 3 clusters Score -4917996 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 51731 members 
Entering Unmasked Estep 
Score: -4917999.000000 Penalty: 5491.194824
	Iteration 121Q: 3 clusters Score -4917999 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 51735 members 
Entering Unmasked Estep 
Score: -4917992.000000 Penalty: 5491.194824
	Iteration 122Q: 3 clusters Score -4917992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 51738 members 
Entering Unmasked Estep 
Score: -4917992.500000 Penalty: 5491.194824
	Iteration 123Q: 3 clusters Score -4917992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 51740 members 
Entering Unmasked Estep 
Score: -4917990.500000 Penalty: 5491.194824
	Iteration 124Q: 3 clusters Score -4917990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 51745 members 
Entering Unmasked Estep 
Score: -4917990.500000 Penalty: 5491.194824
	Iteration 125Q: 3 clusters Score -4917990 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 51756 members 
Entering Unmasked Estep 
Score: -4917996.000000 Penalty: 5491.194824
	Iteration 126Q: 3 clusters Score -4917996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 51759 members 
Entering Unmasked Estep 
Score: -4917989.000000 Penalty: 5491.194824
	Iteration 127Q: 3 clusters Score -4917989 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 51766 members 
Entering Unmasked Estep 
Score: -4918004.000000 Penalty: 5491.194824
	Iteration 128Q: 3 clusters Score -4918004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 51770 members 
Entering Unmasked Estep 
Score: -4917994.000000 Penalty: 5491.194824
	Iteration 129Q: 3 clusters Score -4917994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 51775 members 
Entering Unmasked Estep 
Score: -4918001.500000 Penalty: 5491.194824
	Iteration 130Q: 3 clusters Score -4918002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 51781 members 
Entering Unmasked Estep 
Score: -4917996.500000 Penalty: 5491.194824
	Iteration 131Q: 3 clusters Score -4917996 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 51790 members 
Entering Unmasked Estep 
Score: -4917995.000000 Penalty: 5491.194824
	Iteration 132Q: 3 clusters Score -4917995 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 51803 members 
Entering Unmasked Estep 
Score: -4917993.000000 Penalty: 5491.194824
	Iteration 133Q: 3 clusters Score -4917993 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 51812 members 
Entering Unmasked Estep 
Score: -4917984.500000 Penalty: 5491.194824
	Iteration 134Q: 3 clusters Score -4917984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 51818 members 
Entering Unmasked Estep 
Score: -4917987.000000 Penalty: 5491.194824
	Iteration 135Q: 3 clusters Score -4917987 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 51824 members 
Entering Unmasked Estep 
Score: -4917983.000000 Penalty: 5491.194824
	Iteration 136Q: 3 clusters Score -4917983 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 51835 members 
Entering Unmasked Estep 
Score: -4917981.500000 Penalty: 5491.194824
	Iteration 137Q: 3 clusters Score -4917982 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 51845 members 
Entering Unmasked Estep 
Score: -4917994.000000 Penalty: 5491.194824
	Iteration 138Q: 3 clusters Score -4917994 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 51858 members 
Entering Unmasked Estep 
Score: -4917990.000000 Penalty: 5491.194824
	Iteration 139Q: 3 clusters Score -4917990 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 51867 members 
Entering Unmasked Estep 
Score: -4917985.500000 Penalty: 5491.194824
	Iteration 140F: 3 clusters Score -4917986 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 51880 members 
Entering Unmasked Estep 
Score: -4917986.500000 Penalty: 5491.194824
	Iteration 141Q: 3 clusters Score -4917986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 51888 members 
Entering Unmasked Estep 
Score: -4917993.500000 Penalty: 5491.194824
	Iteration 142Q: 3 clusters Score -4917994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 51896 members 
Entering Unmasked Estep 
Score: -4917995.000000 Penalty: 5491.194824
	Iteration 143Q: 3 clusters Score -4917995 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 51904 members 
Entering Unmasked Estep 
Score: -4917993.000000 Penalty: 5491.194824
	Iteration 144Q: 3 clusters Score -4917993 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 51910 members 
Entering Unmasked Estep 
Score: -4917991.500000 Penalty: 5491.194824
	Iteration 145Q: 3 clusters Score -4917992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 51912 members 
Entering Unmasked Estep 
Score: -4917993.000000 Penalty: 5491.194824
	Iteration 146Q: 3 clusters Score -4917993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 51911 members 
Entering Unmasked Estep 
Score: -4917990.500000 Penalty: 5491.194824
	Iteration 147Q: 3 clusters Score -4917990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 51913 members 
Entering Unmasked Estep 
Score: -4917988.500000 Penalty: 5491.194824
	Iteration 148Q: 3 clusters Score -4917988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 51912 members 
Entering Unmasked Estep 
Score: -4917992.000000 Penalty: 5491.194824
	Iteration 149Q: 3 clusters Score -4917992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 51911 members 
Entering Unmasked Estep 
Score: -4917994.500000 Penalty: 5491.194824
	Iteration 150Q: 3 clusters Score -4917994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 51912 members 
Entering Unmasked Estep 
Score: -4917992.000000 Penalty: 5491.194824
	Iteration 151Q: 3 clusters Score -4917992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 51914 members 
Entering Unmasked Estep 
Score: -4917998.500000 Penalty: 5491.194824
	Iteration 152Q: 3 clusters Score -4917998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 51913 members 
Entering Unmasked Estep 
Score: -4917996.500000 Penalty: 5491.194824
	Iteration 153Q: 3 clusters Score -4917996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 51913 members 
Entering Unmasked Estep 
Score: -4917996.500000 Penalty: 5491.194824
	Iteration 154F: 3 clusters Score -4917996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Entering Unmasked Estep 
Score: -332952.406250 Penalty: 2086.684814
	Iteration 0F: 2 clusters Score -332952.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -328731.812500 Penalty: 4173.369629
	Iteration 0F: 3 clusters Score -328731.8 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -329710.937500 Penalty: 4173.369629
	Iteration 1F: 3 clusters Score -329710.9 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -329910.843750 Penalty: 4173.369629
	Iteration 2F: 3 clusters Score -329910.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -330065.500000 Penalty: 4173.369629
	Iteration 3Q: 3 clusters Score -330065.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -330210.562500 Penalty: 4173.369629
	Iteration 4Q: 3 clusters Score -330210.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -330358.343750 Penalty: 4173.369629
	Iteration 5Q: 3 clusters Score -330358.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -330572.593750 Penalty: 4173.369629
	Iteration 6Q: 3 clusters Score -330572.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -330845.281250 Penalty: 4173.369629
	Iteration 7F: 3 clusters Score -330845.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -331095.906250 Penalty: 4173.369629
	Iteration 8Q: 3 clusters Score -331095.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -331349.906250 Penalty: 4173.369629
	Iteration 9Q: 3 clusters Score -331349.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -331540.343750 Penalty: 4173.369629
	Iteration 10Q: 3 clusters Score -331540.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -331670.781250 Penalty: 4173.369629
	Iteration 11Q: 3 clusters Score -331670.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -331763.937500 Penalty: 4173.369629
	Iteration 12Q: 3 clusters Score -331763.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -331818.812500 Penalty: 4173.369629
	Iteration 13Q: 3 clusters Score -331818.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -331854.718750 Penalty: 4173.369629
	Iteration 14Q: 3 clusters Score -331854.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -331877.562500 Penalty: 4173.369629
	Iteration 15Q: 3 clusters Score -331877.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -331892.125000 Penalty: 4173.369629
	Iteration 16Q: 3 clusters Score -331892.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -331899.687500 Penalty: 4173.369629
	Iteration 17Q: 3 clusters Score -331899.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -331901.781250 Penalty: 4173.369629
	Iteration 18Q: 3 clusters Score -331901.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -331904.375000 Penalty: 4173.369629
	Iteration 19Q: 3 clusters Score -331904.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -331904.906250 Penalty: 4173.369629
	Iteration 20F: 3 clusters Score -331904.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (120541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120541 members 
Entering Unmasked Estep 
Score: -9611296.000000 Penalty: 2901.536865
	Iteration 0F: 2 clusters Score -9611296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60568 members 
Mstep: Class 2 contains 59973 members 
Entering Unmasked Estep 
Score: -9530822.000000 Penalty: 5803.073730
	Iteration 0F: 3 clusters Score -9530822 nChanged 57214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64592 members 
Mstep: Class 2 contains 55949 members 
Entering Unmasked Estep 
Score: -9563534.000000 Penalty: 5803.073730
	Iteration 1F: 3 clusters Score -9563534 nChanged 4045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66927 members 
Mstep: Class 2 contains 53614 members 
Entering Unmasked Estep 
Score: -9564633.000000 Penalty: 5803.073730
	Iteration 2Q: 3 clusters Score -9564633 nChanged 4525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70358 members 
Mstep: Class 2 contains 50183 members 
Entering Unmasked Estep 
Score: -9566262.000000 Penalty: 5803.073730
	Iteration 3Q: 3 clusters Score -9566262 nChanged 5789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75635 members 
Mstep: Class 2 contains 44906 members 
Entering Unmasked Estep 
Score: -9569091.000000 Penalty: 5803.073730
	Iteration 4Q: 3 clusters Score -9569091 nChanged 7664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83099 members 
Mstep: Class 2 contains 37442 members 
Entering Unmasked Estep 
Score: -9574008.000000 Penalty: 5803.073730
	Iteration 5F: 3 clusters Score -9574008 nChanged 9942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92979 members 
Mstep: Class 2 contains 27562 members 
Entering Unmasked Estep 
Score: -9582304.000000 Penalty: 5803.073730
	Iteration 6F: 3 clusters Score -9582304 nChanged 10736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103701 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -9592748.000000 Penalty: 5803.073730
	Iteration 7F: 3 clusters Score -9592748 nChanged 8578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112265 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -9601405.000000 Penalty: 5803.073730
	Iteration 8F: 3 clusters Score -9601405 nChanged 4691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116938 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -9605986.000000 Penalty: 5803.073730
	Iteration 9Q: 3 clusters Score -9605986 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118841 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -9607721.000000 Penalty: 5803.073730
	Iteration 10Q: 3 clusters Score -9607721 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119476 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -9608261.000000 Penalty: 5803.073730
	Iteration 11Q: 3 clusters Score -9608261 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119735 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -9608524.000000 Penalty: 5803.073730
	Iteration 12Q: 3 clusters Score -9608524 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119858 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -9608654.000000 Penalty: 5803.073730
	Iteration 13Q: 3 clusters Score -9608654 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119920 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -9608722.000000 Penalty: 5803.073730
	Iteration 14Q: 3 clusters Score -9608722 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119949 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -9608765.000000 Penalty: 5803.073730
	Iteration 15Q: 3 clusters Score -9608765 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119969 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -9608787.000000 Penalty: 5803.073730
	Iteration 16Q: 3 clusters Score -9608787 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119987 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -9608807.000000 Penalty: 5803.073730
	Iteration 17Q: 3 clusters Score -9608807 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119996 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -9608822.000000 Penalty: 5803.073730
	Iteration 18Q: 3 clusters Score -9608822 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120009 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -9608843.000000 Penalty: 5803.073730
	Iteration 19Q: 3 clusters Score -9608843 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120010 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -9608848.000000 Penalty: 5803.073730
	Iteration 20F: 3 clusters Score -9608848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120017 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -9608864.000000 Penalty: 5803.073730
	Iteration 21Q: 3 clusters Score -9608864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120019 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -9608860.000000 Penalty: 5803.073730
	Iteration 22Q: 3 clusters Score -9608860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120023 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -9608866.000000 Penalty: 5803.073730
	Iteration 23Q: 3 clusters Score -9608866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120024 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -9608870.000000 Penalty: 5803.073730
	Iteration 24Q: 3 clusters Score -9608870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120024 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -9608866.000000 Penalty: 5803.073730
	Iteration 25Q: 3 clusters Score -9608866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120023 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -9608871.000000 Penalty: 5803.073730
	Iteration 26Q: 3 clusters Score -9608871 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120023 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -9608866.000000 Penalty: 5803.073730
	Iteration 27Q: 3 clusters Score -9608866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120020 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -9608867.000000 Penalty: 5803.073730
	Iteration 28Q: 3 clusters Score -9608867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120022 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -9608868.000000 Penalty: 5803.073730
	Iteration 29Q: 3 clusters Score -9608868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120025 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -9608879.000000 Penalty: 5803.073730
	Iteration 30Q: 3 clusters Score -9608879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120026 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -9608878.000000 Penalty: 5803.073730
	Iteration 31Q: 3 clusters Score -9608878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120027 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -9608877.000000 Penalty: 5803.073730
	Iteration 32Q: 3 clusters Score -9608877 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120026 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -9608881.000000 Penalty: 5803.073730
	Iteration 33Q: 3 clusters Score -9608881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120026 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -9608882.000000 Penalty: 5803.073730
	Iteration 34Q: 3 clusters Score -9608882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120026 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -9608882.000000 Penalty: 5803.073730
	Iteration 35F: 3 clusters Score -9608882 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (13893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Entering Unmasked Estep 
Score: -1108305.500000 Penalty: 2365.706787
	Iteration 0F: 2 clusters Score -1108306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1098208.625000 Penalty: 4731.413574
	Iteration 0F: 3 clusters Score -1098209 nChanged 5899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1101367.625000 Penalty: 4731.413574
	Iteration 1F: 3 clusters Score -1101368 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1101821.750000 Penalty: 4731.413574
	Iteration 2F: 3 clusters Score -1101822 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1102267.625000 Penalty: 4731.413574
	Iteration 3F: 3 clusters Score -1102268 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1102750.500000 Penalty: 4731.413574
	Iteration 4F: 3 clusters Score -1102750 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1103310.625000 Penalty: 4731.413574
	Iteration 5F: 3 clusters Score -1103311 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1103926.500000 Penalty: 4731.413574
	Iteration 6F: 3 clusters Score -1103926 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1104642.250000 Penalty: 4731.413574
	Iteration 7F: 3 clusters Score -1104642 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -1105347.625000 Penalty: 4731.413574
	Iteration 8F: 3 clusters Score -1105348 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1105923.625000 Penalty: 4731.413574
	Iteration 9F: 3 clusters Score -1105924 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1106313.625000 Penalty: 4731.413574
	Iteration 10Q: 3 clusters Score -1106314 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1106598.625000 Penalty: 4731.413574
	Iteration 11Q: 3 clusters Score -1106599 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1106773.250000 Penalty: 4731.413574
	Iteration 12Q: 3 clusters Score -1106773 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1106887.750000 Penalty: 4731.413574
	Iteration 13Q: 3 clusters Score -1106888 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1106977.625000 Penalty: 4731.413574
	Iteration 14Q: 3 clusters Score -1106978 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1107057.375000 Penalty: 4731.413574
	Iteration 15Q: 3 clusters Score -1107057 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1107121.750000 Penalty: 4731.413574
	Iteration 16Q: 3 clusters Score -1107122 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1107166.500000 Penalty: 4731.413574
	Iteration 17Q: 3 clusters Score -1107166 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1107203.500000 Penalty: 4731.413574
	Iteration 18Q: 3 clusters Score -1107204 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1107228.000000 Penalty: 4731.413574
	Iteration 19Q: 3 clusters Score -1107228 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1107241.250000 Penalty: 4731.413574
	Iteration 20F: 3 clusters Score -1107241 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1107248.625000 Penalty: 4731.413574
	Iteration 21Q: 3 clusters Score -1107249 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1107259.375000 Penalty: 4731.413574
	Iteration 22Q: 3 clusters Score -1107259 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1107266.375000 Penalty: 4731.413574
	Iteration 23Q: 3 clusters Score -1107266 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1107272.750000 Penalty: 4731.413574
	Iteration 24Q: 3 clusters Score -1107273 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1107281.625000 Penalty: 4731.413574
	Iteration 25Q: 3 clusters Score -1107282 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1107288.500000 Penalty: 4731.413574
	Iteration 26Q: 3 clusters Score -1107288 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1107289.500000 Penalty: 4731.413574
	Iteration 27Q: 3 clusters Score -1107290 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1107295.625000 Penalty: 4731.413574
	Iteration 28Q: 3 clusters Score -1107296 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1107295.000000 Penalty: 4731.413574
	Iteration 29Q: 3 clusters Score -1107295 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1107296.000000 Penalty: 4731.413574
	Iteration 30Q: 3 clusters Score -1107296 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1107299.000000 Penalty: 4731.413574
	Iteration 31Q: 3 clusters Score -1107299 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1107301.250000 Penalty: 4731.413574
	Iteration 32Q: 3 clusters Score -1107301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1107302.875000 Penalty: 4731.413574
	Iteration 33Q: 3 clusters Score -1107303 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1107300.500000 Penalty: 4731.413574
	Iteration 34Q: 3 clusters Score -1107300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1107302.500000 Penalty: 4731.413574
	Iteration 35Q: 3 clusters Score -1107302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1107302.875000 Penalty: 4731.413574
	Iteration 36Q: 3 clusters Score -1107303 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1107306.000000 Penalty: 4731.413574
	Iteration 37Q: 3 clusters Score -1107306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1107306.625000 Penalty: 4731.413574
	Iteration 38Q: 3 clusters Score -1107307 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1107306.375000 Penalty: 4731.413574
	Iteration 39Q: 3 clusters Score -1107306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1107310.000000 Penalty: 4731.413574
	Iteration 40F: 3 clusters Score -1107310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1107311.625000 Penalty: 4731.413574
	Iteration 41Q: 3 clusters Score -1107312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1107315.250000 Penalty: 4731.413574
	Iteration 42Q: 3 clusters Score -1107315 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1107311.500000 Penalty: 4731.413574
	Iteration 43Q: 3 clusters Score -1107312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1107314.375000 Penalty: 4731.413574
	Iteration 44Q: 3 clusters Score -1107314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1107313.875000 Penalty: 4731.413574
	Iteration 45Q: 3 clusters Score -1107314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1107313.875000 Penalty: 4731.413574
	Iteration 46F: 3 clusters Score -1107314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (45955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45955 members 
Entering Unmasked Estep 
Score: -3740629.500000 Penalty: 2662.383789
	Iteration 0F: 2 clusters Score -3740630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23025 members 
Mstep: Class 2 contains 22930 members 
Entering Unmasked Estep 
Score: -3709390.000000 Penalty: 5324.767578
	Iteration 0F: 3 clusters Score -3709390 nChanged 21303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22958 members 
Mstep: Class 2 contains 22997 members 
Entering Unmasked Estep 
Score: -3721158.500000 Penalty: 5324.767578
	Iteration 1F: 3 clusters Score -3721158 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22947 members 
Mstep: Class 2 contains 23008 members 
Entering Unmasked Estep 
Score: -3721716.750000 Penalty: 5324.767578
	Iteration 2Q: 3 clusters Score -3721717 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22889 members 
Mstep: Class 2 contains 23066 members 
Entering Unmasked Estep 
Score: -3722234.500000 Penalty: 5324.767578
	Iteration 3Q: 3 clusters Score -3722234 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22844 members 
Mstep: Class 2 contains 23111 members 
Entering Unmasked Estep 
Score: -3722701.500000 Penalty: 5324.767578
	Iteration 4Q: 3 clusters Score -3722702 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22775 members 
Mstep: Class 2 contains 23180 members 
Entering Unmasked Estep 
Score: -3723247.750000 Penalty: 5324.767578
	Iteration 5Q: 3 clusters Score -3723248 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22682 members 
Mstep: Class 2 contains 23273 members 
Entering Unmasked Estep 
Score: -3723768.000000 Penalty: 5324.767578
	Iteration 6Q: 3 clusters Score -3723768 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22586 members 
Mstep: Class 2 contains 23369 members 
Entering Unmasked Estep 
Score: -3724354.500000 Penalty: 5324.767578
	Iteration 7Q: 3 clusters Score -3724354 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22543 members 
Mstep: Class 2 contains 23412 members 
Entering Unmasked Estep 
Score: -3724929.500000 Penalty: 5324.767578
	Iteration 8Q: 3 clusters Score -3724930 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22501 members 
Mstep: Class 2 contains 23454 members 
Entering Unmasked Estep 
Score: -3725494.500000 Penalty: 5324.767578
	Iteration 9Q: 3 clusters Score -3725494 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22494 members 
Mstep: Class 2 contains 23461 members 
Entering Unmasked Estep 
Score: -3726208.750000 Penalty: 5324.767578
	Iteration 10Q: 3 clusters Score -3726209 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22555 members 
Mstep: Class 2 contains 23400 members 
Entering Unmasked Estep 
Score: -3726964.000000 Penalty: 5324.767578
	Iteration 11Q: 3 clusters Score -3726964 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22642 members 
Mstep: Class 2 contains 23313 members 
Entering Unmasked Estep 
Score: -3727842.750000 Penalty: 5324.767578
	Iteration 12Q: 3 clusters Score -3727843 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22747 members 
Mstep: Class 2 contains 23208 members 
Entering Unmasked Estep 
Score: -3728869.250000 Penalty: 5324.767578
	Iteration 13Q: 3 clusters Score -3728869 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22845 members 
Mstep: Class 2 contains 23110 members 
Entering Unmasked Estep 
Score: -3729896.750000 Penalty: 5324.767578
	Iteration 14Q: 3 clusters Score -3729897 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22881 members 
Mstep: Class 2 contains 23074 members 
Entering Unmasked Estep 
Score: -3730751.250000 Penalty: 5324.767578
	Iteration 15Q: 3 clusters Score -3730751 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22806 members 
Mstep: Class 2 contains 23149 members 
Entering Unmasked Estep 
Score: -3731304.250000 Penalty: 5324.767578
	Iteration 16Q: 3 clusters Score -3731304 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22744 members 
Mstep: Class 2 contains 23211 members 
Entering Unmasked Estep 
Score: -3731638.750000 Penalty: 5324.767578
	Iteration 17Q: 3 clusters Score -3731639 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22655 members 
Mstep: Class 2 contains 23300 members 
Entering Unmasked Estep 
Score: -3731817.500000 Penalty: 5324.767578
	Iteration 18Q: 3 clusters Score -3731818 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22617 members 
Mstep: Class 2 contains 23338 members 
Entering Unmasked Estep 
Score: -3731978.000000 Penalty: 5324.767578
	Iteration 19Q: 3 clusters Score -3731978 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22554 members 
Mstep: Class 2 contains 23401 members 
Entering Unmasked Estep 
Score: -3732112.000000 Penalty: 5324.767578
	Iteration 20F: 3 clusters Score -3732112 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22474 members 
Mstep: Class 2 contains 23481 members 
Entering Unmasked Estep 
Score: -3732234.500000 Penalty: 5324.767578
	Iteration 21Q: 3 clusters Score -3732234 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22412 members 
Mstep: Class 2 contains 23543 members 
Entering Unmasked Estep 
Score: -3732327.000000 Penalty: 5324.767578
	Iteration 22Q: 3 clusters Score -3732327 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22351 members 
Mstep: Class 2 contains 23604 members 
Entering Unmasked Estep 
Score: -3732414.750000 Penalty: 5324.767578
	Iteration 23Q: 3 clusters Score -3732415 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22271 members 
Mstep: Class 2 contains 23684 members 
Entering Unmasked Estep 
Score: -3732480.250000 Penalty: 5324.767578
	Iteration 24Q: 3 clusters Score -3732480 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22222 members 
Mstep: Class 2 contains 23733 members 
Entering Unmasked Estep 
Score: -3732523.000000 Penalty: 5324.767578
	Iteration 25Q: 3 clusters Score -3732523 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22177 members 
Mstep: Class 2 contains 23778 members 
Entering Unmasked Estep 
Score: -3732583.000000 Penalty: 5324.767578
	Iteration 26Q: 3 clusters Score -3732583 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22137 members 
Mstep: Class 2 contains 23818 members 
Entering Unmasked Estep 
Score: -3732636.750000 Penalty: 5324.767578
	Iteration 27Q: 3 clusters Score -3732637 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22100 members 
Mstep: Class 2 contains 23855 members 
Entering Unmasked Estep 
Score: -3732679.000000 Penalty: 5324.767578
	Iteration 28Q: 3 clusters Score -3732679 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22070 members 
Mstep: Class 2 contains 23885 members 
Entering Unmasked Estep 
Score: -3732735.250000 Penalty: 5324.767578
	Iteration 29Q: 3 clusters Score -3732735 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22022 members 
Mstep: Class 2 contains 23933 members 
Entering Unmasked Estep 
Score: -3732791.500000 Penalty: 5324.767578
	Iteration 30Q: 3 clusters Score -3732792 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21996 members 
Mstep: Class 2 contains 23959 members 
Entering Unmasked Estep 
Score: -3732833.750000 Penalty: 5324.767578
	Iteration 31Q: 3 clusters Score -3732834 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21942 members 
Mstep: Class 2 contains 24013 members 
Entering Unmasked Estep 
Score: -3732873.000000 Penalty: 5324.767578
	Iteration 32Q: 3 clusters Score -3732873 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21893 members 
Mstep: Class 2 contains 24062 members 
Entering Unmasked Estep 
Score: -3732916.750000 Penalty: 5324.767578
	Iteration 33Q: 3 clusters Score -3732917 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21852 members 
Mstep: Class 2 contains 24103 members 
Entering Unmasked Estep 
Score: -3732950.500000 Penalty: 5324.767578
	Iteration 34Q: 3 clusters Score -3732950 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21829 members 
Mstep: Class 2 contains 24126 members 
Entering Unmasked Estep 
Score: -3732996.250000 Penalty: 5324.767578
	Iteration 35Q: 3 clusters Score -3732996 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21800 members 
Mstep: Class 2 contains 24155 members 
Entering Unmasked Estep 
Score: -3732998.500000 Penalty: 5324.767578
	Iteration 36Q: 3 clusters Score -3732998 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21738 members 
Mstep: Class 2 contains 24217 members 
Entering Unmasked Estep 
Score: -3733024.000000 Penalty: 5324.767578
	Iteration 37Q: 3 clusters Score -3733024 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21701 members 
Mstep: Class 2 contains 24254 members 
Entering Unmasked Estep 
Score: -3733051.500000 Penalty: 5324.767578
	Iteration 38Q: 3 clusters Score -3733052 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21660 members 
Mstep: Class 2 contains 24295 members 
Entering Unmasked Estep 
Score: -3733100.000000 Penalty: 5324.767578
	Iteration 39Q: 3 clusters Score -3733100 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21636 members 
Mstep: Class 2 contains 24319 members 
Entering Unmasked Estep 
Score: -3733128.000000 Penalty: 5324.767578
	Iteration 40F: 3 clusters Score -3733128 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21636 members 
Mstep: Class 2 contains 24319 members 
Entering Unmasked Estep 
Score: -3733176.250000 Penalty: 5324.767578
	Iteration 41Q: 3 clusters Score -3733176 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21650 members 
Mstep: Class 2 contains 24305 members 
Entering Unmasked Estep 
Score: -3733223.000000 Penalty: 5324.767578
	Iteration 42Q: 3 clusters Score -3733223 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21675 members 
Mstep: Class 2 contains 24280 members 
Entering Unmasked Estep 
Score: -3733253.750000 Penalty: 5324.767578
	Iteration 43Q: 3 clusters Score -3733254 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21702 members 
Mstep: Class 2 contains 24253 members 
Entering Unmasked Estep 
Score: -3733273.500000 Penalty: 5324.767578
	Iteration 44Q: 3 clusters Score -3733274 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21711 members 
Mstep: Class 2 contains 24244 members 
Entering Unmasked Estep 
Score: -3733302.750000 Penalty: 5324.767578
	Iteration 45Q: 3 clusters Score -3733303 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21739 members 
Mstep: Class 2 contains 24216 members 
Entering Unmasked Estep 
Score: -3733342.750000 Penalty: 5324.767578
	Iteration 46Q: 3 clusters Score -3733343 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21743 members 
Mstep: Class 2 contains 24212 members 
Entering Unmasked Estep 
Score: -3733365.250000 Penalty: 5324.767578
	Iteration 47Q: 3 clusters Score -3733365 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21727 members 
Mstep: Class 2 contains 24228 members 
Entering Unmasked Estep 
Score: -3733387.500000 Penalty: 5324.767578
	Iteration 48Q: 3 clusters Score -3733388 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21685 members 
Mstep: Class 2 contains 24270 members 
Entering Unmasked Estep 
Score: -3733444.500000 Penalty: 5324.767578
	Iteration 49Q: 3 clusters Score -3733444 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21610 members 
Mstep: Class 2 contains 24345 members 
Entering Unmasked Estep 
Score: -3733470.000000 Penalty: 5324.767578
	Iteration 50Q: 3 clusters Score -3733470 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21547 members 
Mstep: Class 2 contains 24408 members 
Entering Unmasked Estep 
Score: -3733496.000000 Penalty: 5324.767578
	Iteration 51Q: 3 clusters Score -3733496 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21488 members 
Mstep: Class 2 contains 24467 members 
Entering Unmasked Estep 
Score: -3733515.000000 Penalty: 5324.767578
	Iteration 52Q: 3 clusters Score -3733515 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21418 members 
Mstep: Class 2 contains 24537 members 
Entering Unmasked Estep 
Score: -3733549.500000 Penalty: 5324.767578
	Iteration 53Q: 3 clusters Score -3733550 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21363 members 
Mstep: Class 2 contains 24592 members 
Entering Unmasked Estep 
Score: -3733569.000000 Penalty: 5324.767578
	Iteration 54Q: 3 clusters Score -3733569 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21319 members 
Mstep: Class 2 contains 24636 members 
Entering Unmasked Estep 
Score: -3733578.500000 Penalty: 5324.767578
	Iteration 55Q: 3 clusters Score -3733578 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21252 members 
Mstep: Class 2 contains 24703 members 
Entering Unmasked Estep 
Score: -3733592.500000 Penalty: 5324.767578
	Iteration 56Q: 3 clusters Score -3733592 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21177 members 
Mstep: Class 2 contains 24778 members 
Entering Unmasked Estep 
Score: -3733642.250000 Penalty: 5324.767578
	Iteration 57Q: 3 clusters Score -3733642 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21071 members 
Mstep: Class 2 contains 24884 members 
Entering Unmasked Estep 
Score: -3733661.750000 Penalty: 5324.767578
	Iteration 58Q: 3 clusters Score -3733662 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20972 members 
Mstep: Class 2 contains 24983 members 
Entering Unmasked Estep 
Score: -3733672.250000 Penalty: 5324.767578
	Iteration 59Q: 3 clusters Score -3733672 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20862 members 
Mstep: Class 2 contains 25093 members 
Entering Unmasked Estep 
Score: -3733683.750000 Penalty: 5324.767578
	Iteration 60F: 3 clusters Score -3733684 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20743 members 
Mstep: Class 2 contains 25212 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -3733679 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20593 members 
Mstep: Class 2 contains 25362 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 20449 members 
Mstep: Class 2 contains 25506 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -3733760 nChanged 219
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Mstep: Class 1 contains 20282 members 
Mstep: Class 2 contains 25673 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -3733798 nChanged 232
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20096 members 
Mstep: Class 2 contains 25859 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -3733840 nChanged 232
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19914 members 
Mstep: Class 2 contains 26041 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -3733879 nChanged 245
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19713 members 
Mstep: Class 2 contains 26242 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -3733914 nChanged 266
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19497 members 
Mstep: Class 2 contains 26458 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -3733964 nChanged 259
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19272 members 
Mstep: Class 2 contains 26683 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -3733994 nChanged 263
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19049 members 
Mstep: Class 2 contains 26906 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -3734050 nChanged 269
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18820 members 
Mstep: Class 2 contains 27135 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -3734101 nChanged 276
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18588 members 
Mstep: Class 2 contains 27367 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -3734160 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 27578 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -3734196 nChanged 272
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18139 members 
Mstep: Class 2 contains 27816 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -3734234 nChanged 277
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17886 members 
Mstep: Class 2 contains 28069 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -3734277 nChanged 244
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17660 members 
Mstep: Class 2 contains 28295 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -3734315 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17462 members 
Mstep: Class 2 contains 28493 members 
Entering Unmasked Estep 
Score: -3734331.500000 Penalty: 5324.767578
	Iteration 77Q: 3 clusters Score -3734332 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17264 members 
Mstep: Class 2 contains 28691 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -3734377 nChanged 203
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 28882 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -3734418 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 29101 members 
Entering Unmasked Estep 
Score: -3734449.750000 Penalty: 5324.767578
	Iteration 80F: 3 clusters Score -3734450 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 29323 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -3734482 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 29546 members 
Entering Unmasked Estep 
Score: -3734513.000000 Penalty: 5324.767578
	Iteration 82Q: 3 clusters Score -3734513 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16187 members 
Mstep: Class 2 contains 29768 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -3734542 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15979 members 
Mstep: Class 2 contains 29976 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -3734573 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 30178 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -3734599 nChanged 199
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15580 members 
Mstep: Class 2 contains 30375 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -3734636 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 30570 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -3734659 nChanged 212
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 30772 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -3734690 nChanged 227
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 30987 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -3734748 nChanged 239
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 31218 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -3734774 nChanged 223
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14526 members 
Mstep: Class 2 contains 31429 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -3734796 nChanged 231
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 31648 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -3734842 nChanged 232
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 31874 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -3734870 nChanged 252
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 32124 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -3734916 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 32359 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -3734945 nChanged 245
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Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 32604 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -3734982 nChanged 251
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Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 32853 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -3735016 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 33107 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -3735080 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 33371 members 
Entering Unmasked Estep 
Score: -3735122.250000 Penalty: 5324.767578
	Iteration 99Q: 3 clusters Score -3735122 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 33638 members 
Entering Unmasked Estep 
Score: -3735157.250000 Penalty: 5324.767578
	Iteration 100F: 3 clusters Score -3735157 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 33928 members 
Entering Unmasked Estep 
Score: -3735208.500000 Penalty: 5324.767578
	Iteration 101Q: 3 clusters Score -3735208 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 34228 members 
Entering Unmasked Estep 
Score: -3735271.250000 Penalty: 5324.767578
	Iteration 102Q: 3 clusters Score -3735271 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 34552 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -3735334 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 34851 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -3735413 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 35160 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -3735458 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 35462 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -3735496 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 35762 members 
Entering Unmasked Estep 
Score: -3735573.500000 Penalty: 5324.767578
	Iteration 107Q: 3 clusters Score -3735574 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 36049 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -3735628 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 36349 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -3735689 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 36655 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -3735747 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 36959 members 
Entering Unmasked Estep 
Score: -3735803.000000 Penalty: 5324.767578
	Iteration 111Q: 3 clusters Score -3735803 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 37244 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -3735859 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 37534 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -3735949 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 37824 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -3736012 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 38134 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -3736086 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 38429 members 
Entering Unmasked Estep 
Score: -3736159.500000 Penalty: 5324.767578
	Iteration 116Q: 3 clusters Score -3736160 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 38753 members 
Entering Unmasked Estep 
Score: -3736236.250000 Penalty: 5324.767578
	Iteration 117Q: 3 clusters Score -3736236 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 39077 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -3736313 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 39410 members 
Entering Unmasked Estep 
Score: -3736411.500000 Penalty: 5324.767578
	Iteration 119Q: 3 clusters Score -3736412 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 39749 members 
Entering Unmasked Estep 
Score: -3736507.250000 Penalty: 5324.767578
	Iteration 120F: 3 clusters Score -3736507 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 40082 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -3736590 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 40398 members 
Entering Unmasked Estep 
Score: -3736666.250000 Penalty: 5324.767578
	Iteration 122Q: 3 clusters Score -3736666 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 40686 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -3736749 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 40992 members 
Entering Unmasked Estep 
Score: -3736834.000000 Penalty: 5324.767578
	Iteration 124Q: 3 clusters Score -3736834 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 41282 members 
Entering Unmasked Estep 
Score: -3736935.500000 Penalty: 5324.767578
	Iteration 125Q: 3 clusters Score -3736936 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 41569 members 
Entering Unmasked Estep 
Score: -3737030.250000 Penalty: 5324.767578
	Iteration 126Q: 3 clusters Score -3737030 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 41833 members 
Entering Unmasked Estep 
Score: -3737115.750000 Penalty: 5324.767578
	Iteration 127Q: 3 clusters Score -3737116 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 42107 members 
Entering Unmasked Estep 
Score: -3737212.500000 Penalty: 5324.767578
	Iteration 128Q: 3 clusters Score -3737212 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 42370 members 
Entering Unmasked Estep 
Score: -3737314.500000 Penalty: 5324.767578
	Iteration 129Q: 3 clusters Score -3737314 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 42597 members 
Entering Unmasked Estep 
Score: -3737383.250000 Penalty: 5324.767578
	Iteration 130Q: 3 clusters Score -3737383 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 42821 members 
Entering Unmasked Estep 
Score: -3737494.250000 Penalty: 5324.767578
	Iteration 131Q: 3 clusters Score -3737494 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 43028 members 
Entering Unmasked Estep 
Score: -3737562.000000 Penalty: 5324.767578
	Iteration 132Q: 3 clusters Score -3737562 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 43227 members 
Entering Unmasked Estep 
Score: -3737646.250000 Penalty: 5324.767578
	Iteration 133Q: 3 clusters Score -3737646 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 43406 members 
Entering Unmasked Estep 
Score: -3737703.250000 Penalty: 5324.767578
	Iteration 134Q: 3 clusters Score -3737703 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 43555 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -3737779 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 43687 members 
Entering Unmasked Estep 
Score: -3737833.000000 Penalty: 5324.767578
	Iteration 136Q: 3 clusters Score -3737833 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 43801 members 
Entering Unmasked Estep 
Score: -3737872.250000 Penalty: 5324.767578
	Iteration 137Q: 3 clusters Score -3737872 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 43909 members 
Entering Unmasked Estep 
Score: -3737904.750000 Penalty: 5324.767578
	Iteration 138Q: 3 clusters Score -3737905 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 44023 members 
Entering Unmasked Estep 
Score: -3737946.250000 Penalty: 5324.767578
	Iteration 139Q: 3 clusters Score -3737946 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 44121 members 
Entering Unmasked Estep 
Score: -3737972.750000 Penalty: 5324.767578
	Iteration 140F: 3 clusters Score -3737973 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 44188 members 
Entering Unmasked Estep 
Score: -3738001.250000 Penalty: 5324.767578
	Iteration 141Q: 3 clusters Score -3738001 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 44259 members 
Entering Unmasked Estep 
Score: -3738022.250000 Penalty: 5324.767578
	Iteration 142Q: 3 clusters Score -3738022 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 44328 members 
Entering Unmasked Estep 
Score: -3738058.500000 Penalty: 5324.767578
	Iteration 143Q: 3 clusters Score -3738058 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 44394 members 
Entering Unmasked Estep 
Score: -3738085.250000 Penalty: 5324.767578
	Iteration 144Q: 3 clusters Score -3738085 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 44447 members 
Entering Unmasked Estep 
Score: -3738109.500000 Penalty: 5324.767578
	Iteration 145Q: 3 clusters Score -3738110 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 44498 members 
Entering Unmasked Estep 
Score: -3738126.250000 Penalty: 5324.767578
	Iteration 146Q: 3 clusters Score -3738126 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 44541 members 
Entering Unmasked Estep 
Score: -3738145.000000 Penalty: 5324.767578
	Iteration 147Q: 3 clusters Score -3738145 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 44596 members 
Entering Unmasked Estep 
Score: -3738165.250000 Penalty: 5324.767578
	Iteration 148Q: 3 clusters Score -3738165 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 44645 members 
Entering Unmasked Estep 
Score: -3738183.500000 Penalty: 5324.767578
	Iteration 149Q: 3 clusters Score -3738184 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 44685 members 
Entering Unmasked Estep 
Score: -3738212.500000 Penalty: 5324.767578
	Iteration 150Q: 3 clusters Score -3738212 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 44717 members 
Entering Unmasked Estep 
Score: -3738232.750000 Penalty: 5324.767578
	Iteration 151Q: 3 clusters Score -3738233 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 44746 members 
Entering Unmasked Estep 
Score: -3738250.750000 Penalty: 5324.767578
	Iteration 152Q: 3 clusters Score -3738251 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 44772 members 
Entering Unmasked Estep 
Score: -3738261.500000 Penalty: 5324.767578
	Iteration 153Q: 3 clusters Score -3738262 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 44799 members 
Entering Unmasked Estep 
Score: -3738278.500000 Penalty: 5324.767578
	Iteration 154Q: 3 clusters Score -3738278 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 44819 members 
Entering Unmasked Estep 
Score: -3738280.000000 Penalty: 5324.767578
	Iteration 155Q: 3 clusters Score -3738280 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 44844 members 
Entering Unmasked Estep 
Score: -3738289.000000 Penalty: 5324.767578
	Iteration 156Q: 3 clusters Score -3738289 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 44868 members 
Entering Unmasked Estep 
Score: -3738300.000000 Penalty: 5324.767578
	Iteration 157Q: 3 clusters Score -3738300 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 44883 members 
Entering Unmasked Estep 
Score: -3738305.250000 Penalty: 5324.767578
	Iteration 158Q: 3 clusters Score -3738305 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 44895 members 
Entering Unmasked Estep 
Score: -3738301.250000 Penalty: 5324.767578
	Iteration 159Q: 3 clusters Score -3738301 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 44906 members 
Entering Unmasked Estep 
Score: -3738309.000000 Penalty: 5324.767578
	Iteration 160F: 3 clusters Score -3738309 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 44922 members 
Entering Unmasked Estep 
Score: -3738312.500000 Penalty: 5324.767578
	Iteration 161Q: 3 clusters Score -3738312 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 44936 members 
Entering Unmasked Estep 
Score: -3738321.750000 Penalty: 5324.767578
	Iteration 162Q: 3 clusters Score -3738322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 44944 members 
Entering Unmasked Estep 
Score: -3738321.750000 Penalty: 5324.767578
	Iteration 163Q: 3 clusters Score -3738322 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 44958 members 
Entering Unmasked Estep 
Score: -3738323.500000 Penalty: 5324.767578
	Iteration 164Q: 3 clusters Score -3738324 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 44970 members 
Entering Unmasked Estep 
Score: -3738335.750000 Penalty: 5324.767578
	Iteration 165Q: 3 clusters Score -3738336 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 44983 members 
Entering Unmasked Estep 
Score: -3738332.750000 Penalty: 5324.767578
	Iteration 166Q: 3 clusters Score -3738333 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 44991 members 
Entering Unmasked Estep 
Score: -3738337.000000 Penalty: 5324.767578
	Iteration 167Q: 3 clusters Score -3738337 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 45003 members 
Entering Unmasked Estep 
Score: -3738344.750000 Penalty: 5324.767578
	Iteration 168Q: 3 clusters Score -3738345 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 45011 members 
Entering Unmasked Estep 
Score: -3738346.500000 Penalty: 5324.767578
	Iteration 169Q: 3 clusters Score -3738346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 45017 members 
Entering Unmasked Estep 
Score: -3738349.500000 Penalty: 5324.767578
	Iteration 170Q: 3 clusters Score -3738350 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 45026 members 
Entering Unmasked Estep 
Score: -3738349.750000 Penalty: 5324.767578
	Iteration 171Q: 3 clusters Score -3738350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 45034 members 
Entering Unmasked Estep 
Score: -3738353.500000 Penalty: 5324.767578
	Iteration 172Q: 3 clusters Score -3738354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 45036 members 
Entering Unmasked Estep 
Score: -3738354.250000 Penalty: 5324.767578
	Iteration 173Q: 3 clusters Score -3738354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 45037 members 
Entering Unmasked Estep 
Score: -3738355.000000 Penalty: 5324.767578
	Iteration 174Q: 3 clusters Score -3738355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 45038 members 
Entering Unmasked Estep 
Score: -3738356.250000 Penalty: 5324.767578
	Iteration 175Q: 3 clusters Score -3738356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 45038 members 
Entering Unmasked Estep 
Score: -3738356.250000 Penalty: 5324.767578
	Iteration 176F: 3 clusters Score -3738356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (29886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29886 members 
Entering Unmasked Estep 
Score: -2436507.500000 Penalty: 2555.676025
	Iteration 0F: 2 clusters Score -2436508 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
Score: -2416001.500000 Penalty: 5111.352051
	Iteration 0F: 3 clusters Score -2416002 nChanged 13368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 15294 members 
Entering Unmasked Estep 
Score: -2423177.500000 Penalty: 5111.352051
	Iteration 1F: 3 clusters Score -2423178 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -2423698.750000 Penalty: 5111.352051
	Iteration 2Q: 3 clusters Score -2423699 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
Score: -2424284.000000 Penalty: 5111.352051
	Iteration 3Q: 3 clusters Score -2424284 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 16046 members 
Entering Unmasked Estep 
Score: -2424908.750000 Penalty: 5111.352051
	Iteration 4Q: 3 clusters Score -2424909 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -2425622.000000 Penalty: 5111.352051
	Iteration 5Q: 3 clusters Score -2425622 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
Score: -2426399.250000 Penalty: 5111.352051
	Iteration 6Q: 3 clusters Score -2426399 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 17294 members 
Entering Unmasked Estep 
Score: -2427229.250000 Penalty: 5111.352051
	Iteration 7Q: 3 clusters Score -2427229 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 17809 members 
Entering Unmasked Estep 
Score: -2428138.250000 Penalty: 5111.352051
	Iteration 8Q: 3 clusters Score -2428138 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 18303 members 
Entering Unmasked Estep 
Score: -2428983.000000 Penalty: 5111.352051
	Iteration 9Q: 3 clusters Score -2428983 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 18685 members 
Entering Unmasked Estep 
Score: -2429701.750000 Penalty: 5111.352051
	Iteration 10Q: 3 clusters Score -2429702 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 18990 members 
Entering Unmasked Estep 
Score: -2430240.750000 Penalty: 5111.352051
	Iteration 11Q: 3 clusters Score -2430241 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 19252 members 
Entering Unmasked Estep 
Score: -2430616.500000 Penalty: 5111.352051
	Iteration 12Q: 3 clusters Score -2430616 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 19476 members 
Entering Unmasked Estep 
Score: -2430838.500000 Penalty: 5111.352051
	Iteration 13Q: 3 clusters Score -2430838 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 19706 members 
Entering Unmasked Estep 
Score: -2430990.750000 Penalty: 5111.352051
	Iteration 14Q: 3 clusters Score -2430991 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 19919 members 
Entering Unmasked Estep 
Score: -2431084.500000 Penalty: 5111.352051
	Iteration 15Q: 3 clusters Score -2431084 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 20119 members 
Entering Unmasked Estep 
Score: -2431153.250000 Penalty: 5111.352051
	Iteration 16Q: 3 clusters Score -2431153 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 20284 members 
Entering Unmasked Estep 
Score: -2431226.250000 Penalty: 5111.352051
	Iteration 17Q: 3 clusters Score -2431226 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 20422 members 
Entering Unmasked Estep 
Score: -2431275.750000 Penalty: 5111.352051
	Iteration 18Q: 3 clusters Score -2431276 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 20563 members 
Entering Unmasked Estep 
Score: -2431324.250000 Penalty: 5111.352051
	Iteration 19Q: 3 clusters Score -2431324 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 20732 members 
Entering Unmasked Estep 
Score: -2431385.500000 Penalty: 5111.352051
	Iteration 20F: 3 clusters Score -2431386 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 20886 members 
Entering Unmasked Estep 
Score: -2431437.500000 Penalty: 5111.352051
	Iteration 21Q: 3 clusters Score -2431438 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 21032 members 
Entering Unmasked Estep 
Score: -2431474.250000 Penalty: 5111.352051
	Iteration 22Q: 3 clusters Score -2431474 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 21182 members 
Entering Unmasked Estep 
Score: -2431526.250000 Penalty: 5111.352051
	Iteration 23Q: 3 clusters Score -2431526 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 21376 members 
Entering Unmasked Estep 
Score: -2431590.750000 Penalty: 5111.352051
	Iteration 24Q: 3 clusters Score -2431591 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 21579 members 
Entering Unmasked Estep 
Score: -2431653.750000 Penalty: 5111.352051
	Iteration 25Q: 3 clusters Score -2431654 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 21776 members 
Entering Unmasked Estep 
Score: -2431717.000000 Penalty: 5111.352051
	Iteration 26Q: 3 clusters Score -2431717 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 21987 members 
Entering Unmasked Estep 
Score: -2431767.000000 Penalty: 5111.352051
	Iteration 27Q: 3 clusters Score -2431767 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 22215 members 
Entering Unmasked Estep 
Score: -2431833.250000 Penalty: 5111.352051
	Iteration 28Q: 3 clusters Score -2431833 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 22423 members 
Entering Unmasked Estep 
Score: -2431890.750000 Penalty: 5111.352051
	Iteration 29Q: 3 clusters Score -2431891 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 22655 members 
Entering Unmasked Estep 
Score: -2431953.500000 Penalty: 5111.352051
	Iteration 30Q: 3 clusters Score -2431954 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 22860 members 
Entering Unmasked Estep 
Score: -2432005.750000 Penalty: 5111.352051
	Iteration 31Q: 3 clusters Score -2432006 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 23061 members 
Entering Unmasked Estep 
Score: -2432065.250000 Penalty: 5111.352051
	Iteration 32Q: 3 clusters Score -2432065 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 23277 members 
Entering Unmasked Estep 
Score: -2432113.250000 Penalty: 5111.352051
	Iteration 33Q: 3 clusters Score -2432113 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 23467 members 
Entering Unmasked Estep 
Score: -2432161.500000 Penalty: 5111.352051
	Iteration 34Q: 3 clusters Score -2432162 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 23660 members 
Entering Unmasked Estep 
Score: -2432212.750000 Penalty: 5111.352051
	Iteration 35Q: 3 clusters Score -2432213 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 23865 members 
Entering Unmasked Estep 
Score: -2432271.000000 Penalty: 5111.352051
	Iteration 36Q: 3 clusters Score -2432271 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 24082 members 
Entering Unmasked Estep 
Score: -2432325.000000 Penalty: 5111.352051
	Iteration 37Q: 3 clusters Score -2432325 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 24314 members 
Entering Unmasked Estep 
Score: -2432389.000000 Penalty: 5111.352051
	Iteration 38Q: 3 clusters Score -2432389 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 24551 members 
Entering Unmasked Estep 
Score: -2432462.750000 Penalty: 5111.352051
	Iteration 39Q: 3 clusters Score -2432463 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 24808 members 
Entering Unmasked Estep 
Score: -2432533.750000 Penalty: 5111.352051
	Iteration 40F: 3 clusters Score -2432534 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 25067 members 
Entering Unmasked Estep 
Score: -2432608.000000 Penalty: 5111.352051
	Iteration 41Q: 3 clusters Score -2432608 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 25341 members 
Entering Unmasked Estep 
Score: -2432705.000000 Penalty: 5111.352051
	Iteration 42Q: 3 clusters Score -2432705 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 25604 members 
Entering Unmasked Estep 
Score: -2432791.250000 Penalty: 5111.352051
	Iteration 43Q: 3 clusters Score -2432791 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 25871 members 
Entering Unmasked Estep 
Score: -2432883.250000 Penalty: 5111.352051
	Iteration 44Q: 3 clusters Score -2432883 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 26141 members 
Entering Unmasked Estep 
Score: -2432989.250000 Penalty: 5111.352051
	Iteration 45Q: 3 clusters Score -2432989 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 26416 members 
Entering Unmasked Estep 
Score: -2433078.750000 Penalty: 5111.352051
	Iteration 46Q: 3 clusters Score -2433079 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 26685 members 
Entering Unmasked Estep 
Score: -2433183.500000 Penalty: 5111.352051
	Iteration 47Q: 3 clusters Score -2433184 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 26956 members 
Entering Unmasked Estep 
Score: -2433313.250000 Penalty: 5111.352051
	Iteration 48Q: 3 clusters Score -2433313 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 27207 members 
Entering Unmasked Estep 
Score: -2433414.000000 Penalty: 5111.352051
	Iteration 49Q: 3 clusters Score -2433414 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 27438 members 
Entering Unmasked Estep 
Score: -2433516.000000 Penalty: 5111.352051
	Iteration 50Q: 3 clusters Score -2433516 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 27658 members 
Entering Unmasked Estep 
Score: -2433613.250000 Penalty: 5111.352051
	Iteration 51Q: 3 clusters Score -2433613 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 27851 members 
Entering Unmasked Estep 
Score: -2433693.250000 Penalty: 5111.352051
	Iteration 52Q: 3 clusters Score -2433693 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 28046 members 
Entering Unmasked Estep 
Score: -2433800.750000 Penalty: 5111.352051
	Iteration 53Q: 3 clusters Score -2433801 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 28213 members 
Entering Unmasked Estep 
Score: -2433875.000000 Penalty: 5111.352051
	Iteration 54Q: 3 clusters Score -2433875 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 28346 members 
Entering Unmasked Estep 
Score: -2433927.500000 Penalty: 5111.352051
	Iteration 55Q: 3 clusters Score -2433928 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 28460 members 
Entering Unmasked Estep 
Score: -2433988.250000 Penalty: 5111.352051
	Iteration 56Q: 3 clusters Score -2433988 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 28566 members 
Entering Unmasked Estep 
Score: -2434035.750000 Penalty: 5111.352051
	Iteration 57Q: 3 clusters Score -2434036 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 28657 members 
Entering Unmasked Estep 
Score: -2434082.250000 Penalty: 5111.352051
	Iteration 58Q: 3 clusters Score -2434082 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 28729 members 
Entering Unmasked Estep 
Score: -2434125.250000 Penalty: 5111.352051
	Iteration 59Q: 3 clusters Score -2434125 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 28790 members 
Entering Unmasked Estep 
Score: -2434164.250000 Penalty: 5111.352051
	Iteration 60F: 3 clusters Score -2434164 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 28840 members 
Entering Unmasked Estep 
Score: -2434190.750000 Penalty: 5111.352051
	Iteration 61Q: 3 clusters Score -2434191 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 28879 members 
Entering Unmasked Estep 
Score: -2434213.750000 Penalty: 5111.352051
	Iteration 62Q: 3 clusters Score -2434214 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 28921 members 
Entering Unmasked Estep 
Score: -2434240.250000 Penalty: 5111.352051
	Iteration 63Q: 3 clusters Score -2434240 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 28954 members 
Entering Unmasked Estep 
Score: -2434254.500000 Penalty: 5111.352051
	Iteration 64Q: 3 clusters Score -2434254 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 28983 members 
Entering Unmasked Estep 
Score: -2434264.500000 Penalty: 5111.352051
	Iteration 65Q: 3 clusters Score -2434264 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 28999 members 
Entering Unmasked Estep 
Score: -2434278.000000 Penalty: 5111.352051
	Iteration 66Q: 3 clusters Score -2434278 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 29017 members 
Entering Unmasked Estep 
Score: -2434286.750000 Penalty: 5111.352051
	Iteration 67Q: 3 clusters Score -2434287 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 29035 members 
Entering Unmasked Estep 
Score: -2434300.000000 Penalty: 5111.352051
	Iteration 68Q: 3 clusters Score -2434300 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 29041 members 
Entering Unmasked Estep 
Score: -2434305.250000 Penalty: 5111.352051
	Iteration 69Q: 3 clusters Score -2434305 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 29048 members 
Entering Unmasked Estep 
Score: -2434311.250000 Penalty: 5111.352051
	Iteration 70Q: 3 clusters Score -2434311 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 29057 members 
Entering Unmasked Estep 
Score: -2434312.750000 Penalty: 5111.352051
	Iteration 71Q: 3 clusters Score -2434313 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 29071 members 
Entering Unmasked Estep 
Score: -2434321.500000 Penalty: 5111.352051
	Iteration 72Q: 3 clusters Score -2434322 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 29083 members 
Entering Unmasked Estep 
Score: -2434324.750000 Penalty: 5111.352051
	Iteration 73Q: 3 clusters Score -2434325 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 29094 members 
Entering Unmasked Estep 
Score: -2434333.500000 Penalty: 5111.352051
	Iteration 74Q: 3 clusters Score -2434334 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 29107 members 
Entering Unmasked Estep 
Score: -2434338.250000 Penalty: 5111.352051
	Iteration 75Q: 3 clusters Score -2434338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 29113 members 
Entering Unmasked Estep 
Score: -2434340.750000 Penalty: 5111.352051
	Iteration 76Q: 3 clusters Score -2434341 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 29117 members 
Entering Unmasked Estep 
Score: -2434344.250000 Penalty: 5111.352051
	Iteration 77Q: 3 clusters Score -2434344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 29122 members 
Entering Unmasked Estep 
Score: -2434351.250000 Penalty: 5111.352051
	Iteration 78Q: 3 clusters Score -2434351 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 29134 members 
Entering Unmasked Estep 
Score: -2434354.250000 Penalty: 5111.352051
	Iteration 79Q: 3 clusters Score -2434354 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 29146 members 
Entering Unmasked Estep 
Score: -2434358.250000 Penalty: 5111.352051
	Iteration 80F: 3 clusters Score -2434358 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 29152 members 
Entering Unmasked Estep 
Score: -2434366.000000 Penalty: 5111.352051
	Iteration 81Q: 3 clusters Score -2434366 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 29164 members 
Entering Unmasked Estep 
Score: -2434376.500000 Penalty: 5111.352051
	Iteration 82Q: 3 clusters Score -2434376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 29171 members 
Entering Unmasked Estep 
Score: -2434378.750000 Penalty: 5111.352051
	Iteration 83Q: 3 clusters Score -2434379 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 29173 members 
Entering Unmasked Estep 
Score: -2434380.750000 Penalty: 5111.352051
	Iteration 84Q: 3 clusters Score -2434381 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 29174 members 
Entering Unmasked Estep 
Score: -2434382.250000 Penalty: 5111.352051
	Iteration 85Q: 3 clusters Score -2434382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 29174 members 
Entering Unmasked Estep 
Score: -2434382.250000 Penalty: 5111.352051
	Iteration 86F: 3 clusters Score -2434382 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Entering Unmasked Estep 
Score: -75340.593750 Penalty: 1761.623901
	Iteration 0F: 2 clusters Score -75340.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -73315.695312 Penalty: 3523.247803
	Iteration 0F: 3 clusters Score -73315.7 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -73798.585938 Penalty: 3523.247803
	Iteration 1F: 3 clusters Score -73798.59 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -74053.804688 Penalty: 3523.247803
	Iteration 2F: 3 clusters Score -74053.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -74207.664062 Penalty: 3523.247803
	Iteration 3F: 3 clusters Score -74207.66 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -74339.148438 Penalty: 3523.247803
	Iteration 4F: 3 clusters Score -74339.15 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -74420.023438 Penalty: 3523.247803
	Iteration 5Q: 3 clusters Score -74420.02 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -74497.703125 Penalty: 3523.247803
	Iteration 6Q: 3 clusters Score -74497.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -74573.125000 Penalty: 3523.247803
	Iteration 7Q: 3 clusters Score -74573.12 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -74634.843750 Penalty: 3523.247803
	Iteration 8Q: 3 clusters Score -74634.84 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -74680.796875 Penalty: 3523.247803
	Iteration 9Q: 3 clusters Score -74680.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -74699.656250 Penalty: 3523.247803
	Iteration 10Q: 3 clusters Score -74699.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -74731.796875 Penalty: 3523.247803
	Iteration 11Q: 3 clusters Score -74731.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -74751.656250 Penalty: 3523.247803
	Iteration 12Q: 3 clusters Score -74751.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -74762.351562 Penalty: 3523.247803
	Iteration 13Q: 3 clusters Score -74762.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -74764.070312 Penalty: 3523.247803
	Iteration 14Q: 3 clusters Score -74764.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -74764.070312 Penalty: 3523.247803
	Iteration 15F: 3 clusters Score -74764.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (5318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Entering Unmasked Estep 
Score: -417440.625000 Penalty: 2127.555420
	Iteration 0F: 2 clusters Score -417440.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -412726.156250 Penalty: 4255.110840
	Iteration 0F: 3 clusters Score -412726.2 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -413901.500000 Penalty: 4255.110840
	Iteration 1F: 3 clusters Score -413901.5 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -414107.718750 Penalty: 4255.110840
	Iteration 2F: 3 clusters Score -414107.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -414256.031250 Penalty: 4255.110840
	Iteration 3Q: 3 clusters Score -414256 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -414368.437500 Penalty: 4255.110840
	Iteration 4Q: 3 clusters Score -414368.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -414462.093750 Penalty: 4255.110840
	Iteration 5Q: 3 clusters Score -414462.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -414518.000000 Penalty: 4255.110840
	Iteration 6Q: 3 clusters Score -414518 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -414566.781250 Penalty: 4255.110840
	Iteration 7Q: 3 clusters Score -414566.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -414611.218750 Penalty: 4255.110840
	Iteration 8Q: 3 clusters Score -414611.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -414642.718750 Penalty: 4255.110840
	Iteration 9Q: 3 clusters Score -414642.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -414674.812500 Penalty: 4255.110840
	Iteration 10Q: 3 clusters Score -414674.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -414712.000000 Penalty: 4255.110840
	Iteration 11Q: 3 clusters Score -414712 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -414745.968750 Penalty: 4255.110840
	Iteration 12Q: 3 clusters Score -414746 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -414771.250000 Penalty: 4255.110840
	Iteration 13Q: 3 clusters Score -414771.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -414788.875000 Penalty: 4255.110840
	Iteration 14Q: 3 clusters Score -414788.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -414804.406250 Penalty: 4255.110840
	Iteration 15Q: 3 clusters Score -414804.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -414823.875000 Penalty: 4255.110840
	Iteration 16Q: 3 clusters Score -414823.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -414850.187500 Penalty: 4255.110840
	Iteration 17Q: 3 clusters Score -414850.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -414875.468750 Penalty: 4255.110840
	Iteration 18Q: 3 clusters Score -414875.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -414902.062500 Penalty: 4255.110840
	Iteration 19Q: 3 clusters Score -414902.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -414925.250000 Penalty: 4255.110840
	Iteration 20F: 3 clusters Score -414925.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -414943.843750 Penalty: 4255.110840
	Iteration 21Q: 3 clusters Score -414943.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -414961.968750 Penalty: 4255.110840
	Iteration 22Q: 3 clusters Score -414962 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -414990.156250 Penalty: 4255.110840
	Iteration 23Q: 3 clusters Score -414990.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -415017.250000 Penalty: 4255.110840
	Iteration 24Q: 3 clusters Score -415017.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -415041.625000 Penalty: 4255.110840
	Iteration 25Q: 3 clusters Score -415041.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -415060.593750 Penalty: 4255.110840
	Iteration 26Q: 3 clusters Score -415060.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -415078.000000 Penalty: 4255.110840
	Iteration 27Q: 3 clusters Score -415078 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -415098.500000 Penalty: 4255.110840
	Iteration 28Q: 3 clusters Score -415098.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -415123.875000 Penalty: 4255.110840
	Iteration 29Q: 3 clusters Score -415123.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -415153.593750 Penalty: 4255.110840
	Iteration 30Q: 3 clusters Score -415153.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -415190.500000 Penalty: 4255.110840
	Iteration 31Q: 3 clusters Score -415190.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -415219.906250 Penalty: 4255.110840
	Iteration 32Q: 3 clusters Score -415219.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -415258.562500 Penalty: 4255.110840
	Iteration 33Q: 3 clusters Score -415258.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -415309.218750 Penalty: 4255.110840
	Iteration 34Q: 3 clusters Score -415309.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -415377.031250 Penalty: 4255.110840
	Iteration 35Q: 3 clusters Score -415377 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -415444.500000 Penalty: 4255.110840
	Iteration 36Q: 3 clusters Score -415444.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -415513.093750 Penalty: 4255.110840
	Iteration 37Q: 3 clusters Score -415513.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -415572.343750 Penalty: 4255.110840
	Iteration 38Q: 3 clusters Score -415572.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -415629.375000 Penalty: 4255.110840
	Iteration 39Q: 3 clusters Score -415629.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -415691.718750 Penalty: 4255.110840
	Iteration 40F: 3 clusters Score -415691.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -415741.218750 Penalty: 4255.110840
	Iteration 41Q: 3 clusters Score -415741.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -415792.656250 Penalty: 4255.110840
	Iteration 42Q: 3 clusters Score -415792.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -415839.156250 Penalty: 4255.110840
	Iteration 43Q: 3 clusters Score -415839.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -415907.375000 Penalty: 4255.110840
	Iteration 44Q: 3 clusters Score -415907.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -415962.875000 Penalty: 4255.110840
	Iteration 45Q: 3 clusters Score -415962.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -415998.218750 Penalty: 4255.110840
	Iteration 46Q: 3 clusters Score -415998.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -416023.000000 Penalty: 4255.110840
	Iteration 47Q: 3 clusters Score -416023 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -416041.937500 Penalty: 4255.110840
	Iteration 48Q: 3 clusters Score -416041.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -416054.593750 Penalty: 4255.110840
	Iteration 49Q: 3 clusters Score -416054.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -416059.593750 Penalty: 4255.110840
	Iteration 50Q: 3 clusters Score -416059.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -416066.281250 Penalty: 4255.110840
	Iteration 51Q: 3 clusters Score -416066.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -416070.062500 Penalty: 4255.110840
	Iteration 52Q: 3 clusters Score -416070.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -416071.750000 Penalty: 4255.110840
	Iteration 53Q: 3 clusters Score -416071.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -416073.031250 Penalty: 4255.110840
	Iteration 54Q: 3 clusters Score -416073 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -416074.250000 Penalty: 4255.110840
	Iteration 55Q: 3 clusters Score -416074.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -416074.250000 Penalty: 4255.110840
	Iteration 56F: 3 clusters Score -416074.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (65521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65521 members 
Entering Unmasked Estep 
Score: -5312464.000000 Penalty: 2750.351318
	Iteration 0F: 2 clusters Score -5312464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32833 members 
Mstep: Class 2 contains 32688 members 
Entering Unmasked Estep 
Score: -5268481.000000 Penalty: 5500.702637
	Iteration 0F: 3 clusters Score -5268481 nChanged 30576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33223 members 
Mstep: Class 2 contains 32298 members 
Entering Unmasked Estep 
Score: -5285341.000000 Penalty: 5500.702637
	Iteration 1F: 3 clusters Score -5285341 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33368 members 
Mstep: Class 2 contains 32153 members 
Entering Unmasked Estep 
Score: -5285941.500000 Penalty: 5500.702637
	Iteration 2Q: 3 clusters Score -5285942 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33528 members 
Mstep: Class 2 contains 31993 members 
Entering Unmasked Estep 
Score: -5286496.500000 Penalty: 5500.702637
	Iteration 3Q: 3 clusters Score -5286496 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33801 members 
Mstep: Class 2 contains 31720 members 
Entering Unmasked Estep 
Score: -5287047.500000 Penalty: 5500.702637
	Iteration 4Q: 3 clusters Score -5287048 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34136 members 
Mstep: Class 2 contains 31385 members 
Entering Unmasked Estep 
Score: -5287683.000000 Penalty: 5500.702637
	Iteration 5Q: 3 clusters Score -5287683 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34588 members 
Mstep: Class 2 contains 30933 members 
Entering Unmasked Estep 
Score: -5288365.500000 Penalty: 5500.702637
	Iteration 6Q: 3 clusters Score -5288366 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35155 members 
Mstep: Class 2 contains 30366 members 
Entering Unmasked Estep 
Score: -5289183.000000 Penalty: 5500.702637
	Iteration 7Q: 3 clusters Score -5289183 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35968 members 
Mstep: Class 2 contains 29553 members 
Entering Unmasked Estep 
Score: -5290204.000000 Penalty: 5500.702637
	Iteration 8Q: 3 clusters Score -5290204 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37066 members 
Mstep: Class 2 contains 28455 members 
Entering Unmasked Estep 
Score: -5291456.500000 Penalty: 5500.702637
	Iteration 9Q: 3 clusters Score -5291456 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38482 members 
Mstep: Class 2 contains 27039 members 
Entering Unmasked Estep 
Score: -5292850.000000 Penalty: 5500.702637
	Iteration 10Q: 3 clusters Score -5292850 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40153 members 
Mstep: Class 2 contains 25368 members 
Entering Unmasked Estep 
Score: -5294247.000000 Penalty: 5500.702637
	Iteration 11Q: 3 clusters Score -5294247 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42182 members 
Mstep: Class 2 contains 23339 members 
Entering Unmasked Estep 
Score: -5295637.500000 Penalty: 5500.702637
	Iteration 12Q: 3 clusters Score -5295638 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44634 members 
Mstep: Class 2 contains 20887 members 
Entering Unmasked Estep 
Score: -5297132.000000 Penalty: 5500.702637
	Iteration 13Q: 3 clusters Score -5297132 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47442 members 
Mstep: Class 2 contains 18079 members 
Entering Unmasked Estep 
Score: -5298851.000000 Penalty: 5500.702637
	Iteration 14Q: 3 clusters Score -5298851 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50462 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -5300723.500000 Penalty: 5500.702637
	Iteration 15Q: 3 clusters Score -5300724 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53518 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -5302744.000000 Penalty: 5500.702637
	Iteration 16Q: 3 clusters Score -5302744 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56357 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -5304635.000000 Penalty: 5500.702637
	Iteration 17Q: 3 clusters Score -5304635 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58764 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -5306283.000000 Penalty: 5500.702637
	Iteration 18Q: 3 clusters Score -5306283 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60649 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -5307553.000000 Penalty: 5500.702637
	Iteration 19Q: 3 clusters Score -5307553 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61964 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -5308400.000000 Penalty: 5500.702637
	Iteration 20F: 3 clusters Score -5308400 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62868 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -5308949.500000 Penalty: 5500.702637
	Iteration 21Q: 3 clusters Score -5308950 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63478 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -5309356.500000 Penalty: 5500.702637
	Iteration 22Q: 3 clusters Score -5309356 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63873 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -5309602.500000 Penalty: 5500.702637
	Iteration 23Q: 3 clusters Score -5309602 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64122 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -5309766.000000 Penalty: 5500.702637
	Iteration 24Q: 3 clusters Score -5309766 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64299 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -5309882.500000 Penalty: 5500.702637
	Iteration 25Q: 3 clusters Score -5309882 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64414 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -5309966.500000 Penalty: 5500.702637
	Iteration 26Q: 3 clusters Score -5309966 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64499 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -5310014.000000 Penalty: 5500.702637
	Iteration 27Q: 3 clusters Score -5310014 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64553 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -5310055.500000 Penalty: 5500.702637
	Iteration 28Q: 3 clusters Score -5310056 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64597 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -5310082.000000 Penalty: 5500.702637
	Iteration 29Q: 3 clusters Score -5310082 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64623 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -5310107.500000 Penalty: 5500.702637
	Iteration 30Q: 3 clusters Score -5310108 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64650 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -5310124.500000 Penalty: 5500.702637
	Iteration 31Q: 3 clusters Score -5310124 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64673 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -5310139.000000 Penalty: 5500.702637
	Iteration 32Q: 3 clusters Score -5310139 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64693 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -5310147.500000 Penalty: 5500.702637
	Iteration 33Q: 3 clusters Score -5310148 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64711 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -5310155.000000 Penalty: 5500.702637
	Iteration 34Q: 3 clusters Score -5310155 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64725 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -5310166.500000 Penalty: 5500.702637
	Iteration 35Q: 3 clusters Score -5310166 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64737 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -5310170.500000 Penalty: 5500.702637
	Iteration 36Q: 3 clusters Score -5310170 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64750 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -5310178.000000 Penalty: 5500.702637
	Iteration 37Q: 3 clusters Score -5310178 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64760 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -5310184.500000 Penalty: 5500.702637
	Iteration 38Q: 3 clusters Score -5310184 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64771 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -5310190.000000 Penalty: 5500.702637
	Iteration 39Q: 3 clusters Score -5310190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64773 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -5310184.000000 Penalty: 5500.702637
	Iteration 40F: 3 clusters Score -5310184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64774 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -5310187.000000 Penalty: 5500.702637
	Iteration 41Q: 3 clusters Score -5310187 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64775 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -5310189.000000 Penalty: 5500.702637
	Iteration 42Q: 3 clusters Score -5310189 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64775 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -5310189.000000 Penalty: 5500.702637
	Iteration 43F: 3 clusters Score -5310189 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (28188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28188 members 
Entering Unmasked Estep 
Score: -2306158.500000 Penalty: 2541.169678
	Iteration 0F: 2 clusters Score -2306158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -2286854.500000 Penalty: 5082.339355
	Iteration 0F: 3 clusters Score -2286854 nChanged 12669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -2293723.000000 Penalty: 5082.339355
	Iteration 1F: 3 clusters Score -2293723 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -2294299.500000 Penalty: 5082.339355
	Iteration 2F: 3 clusters Score -2294300 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -2294875.750000 Penalty: 5082.339355
	Iteration 3Q: 3 clusters Score -2294876 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16506 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -2295550.500000 Penalty: 5082.339355
	Iteration 4F: 3 clusters Score -2295550 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17534 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -2296384.750000 Penalty: 5082.339355
	Iteration 5F: 3 clusters Score -2296385 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18740 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -2297439.750000 Penalty: 5082.339355
	Iteration 6F: 3 clusters Score -2297440 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20045 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -2298700.750000 Penalty: 5082.339355
	Iteration 7F: 3 clusters Score -2298701 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21340 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -2300023.750000 Penalty: 5082.339355
	Iteration 8F: 3 clusters Score -2300024 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22412 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -2301254.000000 Penalty: 5082.339355
	Iteration 9Q: 3 clusters Score -2301254 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23171 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -2302151.250000 Penalty: 5082.339355
	Iteration 10Q: 3 clusters Score -2302151 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23682 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -2302635.750000 Penalty: 5082.339355
	Iteration 11Q: 3 clusters Score -2302636 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24056 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -2302889.000000 Penalty: 5082.339355
	Iteration 12Q: 3 clusters Score -2302889 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24381 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -2303052.250000 Penalty: 5082.339355
	Iteration 13Q: 3 clusters Score -2303052 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24643 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -2303171.500000 Penalty: 5082.339355
	Iteration 14Q: 3 clusters Score -2303172 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24878 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -2303257.500000 Penalty: 5082.339355
	Iteration 15Q: 3 clusters Score -2303258 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25105 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -2303348.000000 Penalty: 5082.339355
	Iteration 16Q: 3 clusters Score -2303348 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25301 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -2303419.750000 Penalty: 5082.339355
	Iteration 17Q: 3 clusters Score -2303420 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25473 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -2303497.250000 Penalty: 5082.339355
	Iteration 18Q: 3 clusters Score -2303497 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25609 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -2303537.500000 Penalty: 5082.339355
	Iteration 19Q: 3 clusters Score -2303538 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25751 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -2303582.250000 Penalty: 5082.339355
	Iteration 20F: 3 clusters Score -2303582 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25878 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -2303637.000000 Penalty: 5082.339355
	Iteration 21Q: 3 clusters Score -2303637 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25992 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -2303675.250000 Penalty: 5082.339355
	Iteration 22Q: 3 clusters Score -2303675 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26095 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -2303706.750000 Penalty: 5082.339355
	Iteration 23Q: 3 clusters Score -2303707 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26184 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -2303731.250000 Penalty: 5082.339355
	Iteration 24Q: 3 clusters Score -2303731 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26262 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -2303760.750000 Penalty: 5082.339355
	Iteration 25Q: 3 clusters Score -2303761 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26328 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -2303783.750000 Penalty: 5082.339355
	Iteration 26Q: 3 clusters Score -2303784 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26378 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -2303801.500000 Penalty: 5082.339355
	Iteration 27Q: 3 clusters Score -2303802 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26422 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -2303818.500000 Penalty: 5082.339355
	Iteration 28Q: 3 clusters Score -2303818 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26466 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -2303836.750000 Penalty: 5082.339355
	Iteration 29Q: 3 clusters Score -2303837 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26509 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -2303850.750000 Penalty: 5082.339355
	Iteration 30Q: 3 clusters Score -2303851 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26551 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -2303863.250000 Penalty: 5082.339355
	Iteration 31Q: 3 clusters Score -2303863 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26587 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -2303870.750000 Penalty: 5082.339355
	Iteration 32Q: 3 clusters Score -2303871 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26618 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -2303886.250000 Penalty: 5082.339355
	Iteration 33Q: 3 clusters Score -2303886 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26650 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -2303902.250000 Penalty: 5082.339355
	Iteration 34Q: 3 clusters Score -2303902 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26683 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -2303910.750000 Penalty: 5082.339355
	Iteration 35Q: 3 clusters Score -2303911 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26715 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -2303915.500000 Penalty: 5082.339355
	Iteration 36Q: 3 clusters Score -2303916 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26740 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -2303925.000000 Penalty: 5082.339355
	Iteration 37Q: 3 clusters Score -2303925 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26766 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -2303931.000000 Penalty: 5082.339355
	Iteration 38Q: 3 clusters Score -2303931 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26785 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -2303937.000000 Penalty: 5082.339355
	Iteration 39Q: 3 clusters Score -2303937 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26804 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -2303941.750000 Penalty: 5082.339355
	Iteration 40F: 3 clusters Score -2303942 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26825 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -2303944.000000 Penalty: 5082.339355
	Iteration 41Q: 3 clusters Score -2303944 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26844 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -2303946.000000 Penalty: 5082.339355
	Iteration 42Q: 3 clusters Score -2303946 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26860 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -2303951.750000 Penalty: 5082.339355
	Iteration 43Q: 3 clusters Score -2303952 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26868 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -2303957.750000 Penalty: 5082.339355
	Iteration 44Q: 3 clusters Score -2303958 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26882 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -2303962.000000 Penalty: 5082.339355
	Iteration 45Q: 3 clusters Score -2303962 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26897 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -2303971.500000 Penalty: 5082.339355
	Iteration 46Q: 3 clusters Score -2303972 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26914 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -2303980.000000 Penalty: 5082.339355
	Iteration 47Q: 3 clusters Score -2303980 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26927 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -2303983.000000 Penalty: 5082.339355
	Iteration 48Q: 3 clusters Score -2303983 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26937 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -2303988.000000 Penalty: 5082.339355
	Iteration 49Q: 3 clusters Score -2303988 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26946 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -2303990.000000 Penalty: 5082.339355
	Iteration 50Q: 3 clusters Score -2303990 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26959 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -2303990.500000 Penalty: 5082.339355
	Iteration 51Q: 3 clusters Score -2303990 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26970 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -2303996.500000 Penalty: 5082.339355
	Iteration 52Q: 3 clusters Score -2303996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26977 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -2303991.500000 Penalty: 5082.339355
	Iteration 53Q: 3 clusters Score -2303992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26984 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -2303994.500000 Penalty: 5082.339355
	Iteration 54Q: 3 clusters Score -2303994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26991 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -2303993.000000 Penalty: 5082.339355
	Iteration 55Q: 3 clusters Score -2303993 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26998 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -2304000.000000 Penalty: 5082.339355
	Iteration 56Q: 3 clusters Score -2304000 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27008 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -2303999.000000 Penalty: 5082.339355
	Iteration 57Q: 3 clusters Score -2303999 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27012 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -2304003.000000 Penalty: 5082.339355
	Iteration 58Q: 3 clusters Score -2304003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27015 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -2303999.250000 Penalty: 5082.339355
	Iteration 59Q: 3 clusters Score -2303999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27018 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -2304001.250000 Penalty: 5082.339355
	Iteration 60F: 3 clusters Score -2304001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27020 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -2304006.500000 Penalty: 5082.339355
	Iteration 61Q: 3 clusters Score -2304006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27022 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -2304007.000000 Penalty: 5082.339355
	Iteration 62Q: 3 clusters Score -2304007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27025 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -2304007.750000 Penalty: 5082.339355
	Iteration 63Q: 3 clusters Score -2304008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27028 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -2304005.750000 Penalty: 5082.339355
	Iteration 64Q: 3 clusters Score -2304006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27031 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -2304007.750000 Penalty: 5082.339355
	Iteration 65Q: 3 clusters Score -2304008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27034 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -2304009.500000 Penalty: 5082.339355
	Iteration 66Q: 3 clusters Score -2304010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27036 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -2304013.250000 Penalty: 5082.339355
	Iteration 67Q: 3 clusters Score -2304013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27038 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -2304014.250000 Penalty: 5082.339355
	Iteration 68Q: 3 clusters Score -2304014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27040 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -2304014.750000 Penalty: 5082.339355
	Iteration 69Q: 3 clusters Score -2304015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27041 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -2304013.500000 Penalty: 5082.339355
	Iteration 70Q: 3 clusters Score -2304014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27043 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -2304014.000000 Penalty: 5082.339355
	Iteration 71Q: 3 clusters Score -2304014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27043 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -2304014.000000 Penalty: 5082.339355
	Iteration 72F: 3 clusters Score -2304014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (487909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487909 members 
Entering Unmasked Estep 
Score: -38474540.000000 Penalty: 3248.275391
	Iteration 0F: 2 clusters Score -3.847454e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243891 members 
Mstep: Class 2 contains 244018 members 
Entering Unmasked Estep 
Score: -38144592.000000 Penalty: 6496.550781
	Iteration 0F: 3 clusters Score -3.814459e+07 nChanged 237662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239765 members 
Mstep: Class 2 contains 248144 members 
Entering Unmasked Estep 
Score: -38287732.000000 Penalty: 6496.550781
	Iteration 1F: 3 clusters Score -3.828773e+07 nChanged 12687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236786 members 
Mstep: Class 2 contains 251123 members 
Entering Unmasked Estep 
Score: -38290500.000000 Penalty: 6496.550781
	Iteration 2Q: 3 clusters Score -3.82905e+07 nChanged 14497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232069 members 
Mstep: Class 2 contains 255840 members 
Entering Unmasked Estep 
Score: -38294140.000000 Penalty: 6496.550781
	Iteration 3Q: 3 clusters Score -3.829414e+07 nChanged 17446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224563 members 
Mstep: Class 2 contains 263346 members 
Entering Unmasked Estep 
Score: -38299600.000000 Penalty: 6496.550781
	Iteration 4Q: 3 clusters Score -3.82996e+07 nChanged 21446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213205 members 
Mstep: Class 2 contains 274704 members 
Entering Unmasked Estep 
Score: -38307872.000000 Penalty: 6496.550781
	Iteration 5Q: 3 clusters Score -3.830787e+07 nChanged 25626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196887 members 
Mstep: Class 2 contains 291022 members 
Entering Unmasked Estep 
Score: -38319824.000000 Penalty: 6496.550781
	Iteration 6F: 3 clusters Score -3.831982e+07 nChanged 29554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174887 members 
Mstep: Class 2 contains 313022 members 
Entering Unmasked Estep 
Score: -38335964.000000 Penalty: 6496.550781
	Iteration 7F: 3 clusters Score -3.833596e+07 nChanged 32222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147889 members 
Mstep: Class 2 contains 340020 members 
Entering Unmasked Estep 
Score: -38356784.000000 Penalty: 6496.550781
	Iteration 8F: 3 clusters Score -3.835678e+07 nChanged 32461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118090 members 
Mstep: Class 2 contains 369819 members 
Entering Unmasked Estep 
Score: -38379900.000000 Penalty: 6496.550781
	Iteration 9F: 3 clusters Score -3.83799e+07 nChanged 30783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88051 members 
Mstep: Class 2 contains 399858 members 
Entering Unmasked Estep 
Score: -38402408.000000 Penalty: 6496.550781
	Iteration 10F: 3 clusters Score -3.840241e+07 nChanged 27924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60223 members 
Mstep: Class 2 contains 427686 members 
Entering Unmasked Estep 
Score: -38424552.000000 Penalty: 6496.550781
	Iteration 11F: 3 clusters Score -3.842455e+07 nChanged 23237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36990 members 
Mstep: Class 2 contains 450919 members 
Entering Unmasked Estep 
Score: -38443980.000000 Penalty: 6496.550781
	Iteration 12Q: 3 clusters Score -3.844398e+07 nChanged 16690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20300 members 
Mstep: Class 2 contains 467609 members 
Entering Unmasked Estep 
Score: -38457928.000000 Penalty: 6496.550781
	Iteration 13Q: 3 clusters Score -3.845793e+07 nChanged 9892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 477501 members 
Entering Unmasked Estep 
Score: -38465832.000000 Penalty: 6496.550781
	Iteration 14Q: 3 clusters Score -3.846583e+07 nChanged 4841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 482342 members 
Entering Unmasked Estep 
Score: -38469300.000000 Penalty: 6496.550781
	Iteration 15Q: 3 clusters Score -3.84693e+07 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 484480 members 
Entering Unmasked Estep 
Score: -38470900.000000 Penalty: 6496.550781
	Iteration 16Q: 3 clusters Score -3.84709e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 485391 members 
Entering Unmasked Estep 
Score: -38471708.000000 Penalty: 6496.550781
	Iteration 17Q: 3 clusters Score -3.847171e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 485778 members 
Entering Unmasked Estep 
Score: -38472056.000000 Penalty: 6496.550781
	Iteration 18Q: 3 clusters Score -3.847206e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 485952 members 
Entering Unmasked Estep 
Score: -38472228.000000 Penalty: 6496.550781
	Iteration 19Q: 3 clusters Score -3.847223e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 486031 members 
Entering Unmasked Estep 
Score: -38472384.000000 Penalty: 6496.550781
	Iteration 20F: 3 clusters Score -3.847238e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 486068 members 
Entering Unmasked Estep 
Score: -38472600.000000 Penalty: 6496.550781
	Iteration 21Q: 3 clusters Score -3.84726e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 486073 members 
Entering Unmasked Estep 
Score: -38472720.000000 Penalty: 6496.550781
	Iteration 22Q: 3 clusters Score -3.847272e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 486064 members 
Entering Unmasked Estep 
Score: -38472828.000000 Penalty: 6496.550781
	Iteration 23Q: 3 clusters Score -3.847283e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 486012 members 
Entering Unmasked Estep 
Score: -38472992.000000 Penalty: 6496.550781
	Iteration 24Q: 3 clusters Score -3.847299e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 485957 members 
Entering Unmasked Estep 
Score: -38473100.000000 Penalty: 6496.550781
	Iteration 25Q: 3 clusters Score -3.84731e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 485894 members 
Entering Unmasked Estep 
Score: -38473144.000000 Penalty: 6496.550781
	Iteration 26Q: 3 clusters Score -3.847314e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 485830 members 
Entering Unmasked Estep 
Score: -38473152.000000 Penalty: 6496.550781
	Iteration 27Q: 3 clusters Score -3.847315e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 485790 members 
Entering Unmasked Estep 
Score: -38473116.000000 Penalty: 6496.550781
	Iteration 28Q: 3 clusters Score -3.847312e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 485747 members 
Entering Unmasked Estep 
Score: -38473136.000000 Penalty: 6496.550781
	Iteration 29Q: 3 clusters Score -3.847314e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 485719 members 
Entering Unmasked Estep 
Score: -38473092.000000 Penalty: 6496.550781
	Iteration 30Q: 3 clusters Score -3.847309e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 485699 members 
Entering Unmasked Estep 
Score: -38473136.000000 Penalty: 6496.550781
	Iteration 31Q: 3 clusters Score -3.847314e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 485680 members 
Entering Unmasked Estep 
Score: -38473128.000000 Penalty: 6496.550781
	Iteration 32Q: 3 clusters Score -3.847313e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 485673 members 
Entering Unmasked Estep 
Score: -38473156.000000 Penalty: 6496.550781
	Iteration 33Q: 3 clusters Score -3.847316e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 485660 members 
Entering Unmasked Estep 
Score: -38473140.000000 Penalty: 6496.550781
	Iteration 34Q: 3 clusters Score -3.847314e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 485649 members 
Entering Unmasked Estep 
Score: -38473120.000000 Penalty: 6496.550781
	Iteration 35Q: 3 clusters Score -3.847312e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 485641 members 
Entering Unmasked Estep 
Score: -38473108.000000 Penalty: 6496.550781
	Iteration 36Q: 3 clusters Score -3.847311e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 485628 members 
Entering Unmasked Estep 
Score: -38473140.000000 Penalty: 6496.550781
	Iteration 37Q: 3 clusters Score -3.847314e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 485610 members 
Entering Unmasked Estep 
Score: -38473132.000000 Penalty: 6496.550781
	Iteration 38Q: 3 clusters Score -3.847313e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 485591 members 
Entering Unmasked Estep 
Score: -38473164.000000 Penalty: 6496.550781
	Iteration 39Q: 3 clusters Score -3.847316e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 485570 members 
Entering Unmasked Estep 
Score: -38473188.000000 Penalty: 6496.550781
	Iteration 40F: 3 clusters Score -3.847319e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 485549 members 
Entering Unmasked Estep 
Score: -38473184.000000 Penalty: 6496.550781
	Iteration 41Q: 3 clusters Score -3.847318e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 485532 members 
Entering Unmasked Estep 
Score: -38473208.000000 Penalty: 6496.550781
	Iteration 42Q: 3 clusters Score -3.847321e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 485514 members 
Entering Unmasked Estep 
Score: -38473188.000000 Penalty: 6496.550781
	Iteration 43Q: 3 clusters Score -3.847319e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 485502 members 
Entering Unmasked Estep 
Score: -38473160.000000 Penalty: 6496.550781
	Iteration 44Q: 3 clusters Score -3.847316e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 485492 members 
Entering Unmasked Estep 
Score: -38473176.000000 Penalty: 6496.550781
	Iteration 45Q: 3 clusters Score -3.847318e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 485486 members 
Entering Unmasked Estep 
Score: -38473192.000000 Penalty: 6496.550781
	Iteration 46Q: 3 clusters Score -3.847319e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 485485 members 
Entering Unmasked Estep 
Score: -38473172.000000 Penalty: 6496.550781
	Iteration 47Q: 3 clusters Score -3.847317e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 485482 members 
Entering Unmasked Estep 
Score: -38473192.000000 Penalty: 6496.550781
	Iteration 48Q: 3 clusters Score -3.847319e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 485478 members 
Entering Unmasked Estep 
Score: -38473176.000000 Penalty: 6496.550781
	Iteration 49Q: 3 clusters Score -3.847318e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 485478 members 
Entering Unmasked Estep 
Score: -38473196.000000 Penalty: 6496.550781
	Iteration 50Q: 3 clusters Score -3.84732e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 485474 members 
Entering Unmasked Estep 
Score: -38473192.000000 Penalty: 6496.550781
	Iteration 51Q: 3 clusters Score -3.847319e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 485475 members 
Entering Unmasked Estep 
Score: -38473192.000000 Penalty: 6496.550781
	Iteration 52Q: 3 clusters Score -3.847319e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 485472 members 
Entering Unmasked Estep 
Score: -38473180.000000 Penalty: 6496.550781
	Iteration 53Q: 3 clusters Score -3.847318e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 485469 members 
Entering Unmasked Estep 
Score: -38473188.000000 Penalty: 6496.550781
	Iteration 54Q: 3 clusters Score -3.847319e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 485465 members 
Entering Unmasked Estep 
Score: -38473208.000000 Penalty: 6496.550781
	Iteration 55Q: 3 clusters Score -3.847321e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 485460 members 
Entering Unmasked Estep 
Score: -38473224.000000 Penalty: 6496.550781
	Iteration 56Q: 3 clusters Score -3.847322e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 485456 members 
Entering Unmasked Estep 
Score: -38473216.000000 Penalty: 6496.550781
	Iteration 57Q: 3 clusters Score -3.847322e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 485452 members 
Entering Unmasked Estep 
Score: -38473220.000000 Penalty: 6496.550781
	Iteration 58Q: 3 clusters Score -3.847322e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 485449 members 
Entering Unmasked Estep 
Score: -38473220.000000 Penalty: 6496.550781
	Iteration 59Q: 3 clusters Score -3.847322e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 485444 members 
Entering Unmasked Estep 
Score: -38473236.000000 Penalty: 6496.550781
	Iteration 60F: 3 clusters Score -3.847324e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 485435 members 
Entering Unmasked Estep 
Score: -38473244.000000 Penalty: 6496.550781
	Iteration 61Q: 3 clusters Score -3.847324e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 485434 members 
Entering Unmasked Estep 
Score: -38473248.000000 Penalty: 6496.550781
	Iteration 62Q: 3 clusters Score -3.847325e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 485431 members 
Entering Unmasked Estep 
Score: -38473260.000000 Penalty: 6496.550781
	Iteration 63Q: 3 clusters Score -3.847326e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 485426 members 
Entering Unmasked Estep 
Score: -38473248.000000 Penalty: 6496.550781
	Iteration 64Q: 3 clusters Score -3.847325e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 485423 members 
Entering Unmasked Estep 
Score: -38473264.000000 Penalty: 6496.550781
	Iteration 65Q: 3 clusters Score -3.847326e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 485420 members 
Entering Unmasked Estep 
Score: -38473252.000000 Penalty: 6496.550781
	Iteration 66Q: 3 clusters Score -3.847325e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 485416 members 
Entering Unmasked Estep 
Score: -38473260.000000 Penalty: 6496.550781
	Iteration 67Q: 3 clusters Score -3.847326e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 485412 members 
Entering Unmasked Estep 
Score: -38473280.000000 Penalty: 6496.550781
	Iteration 68Q: 3 clusters Score -3.847328e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 485409 members 
Entering Unmasked Estep 
Score: -38473276.000000 Penalty: 6496.550781
	Iteration 69Q: 3 clusters Score -3.847328e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 485409 members 
Entering Unmasked Estep 
Score: -38473272.000000 Penalty: 6496.550781
	Iteration 70Q: 3 clusters Score -3.847327e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 485407 members 
Entering Unmasked Estep 
Score: -38473220.000000 Penalty: 6496.550781
	Iteration 71Q: 3 clusters Score -3.847322e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 485404 members 
Entering Unmasked Estep 
Score: -38473240.000000 Penalty: 6496.550781
	Iteration 72Q: 3 clusters Score -3.847324e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 485400 members 
Entering Unmasked Estep 
Score: -38473268.000000 Penalty: 6496.550781
	Iteration 73Q: 3 clusters Score -3.847327e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 485399 members 
Entering Unmasked Estep 
Score: -38473256.000000 Penalty: 6496.550781
	Iteration 74Q: 3 clusters Score -3.847326e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 485400 members 
Entering Unmasked Estep 
Score: -38473252.000000 Penalty: 6496.550781
	Iteration 75Q: 3 clusters Score -3.847325e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 485401 members 
Entering Unmasked Estep 
Score: -38473264.000000 Penalty: 6496.550781
	Iteration 76Q: 3 clusters Score -3.847326e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 485401 members 
Entering Unmasked Estep 
Score: -38473264.000000 Penalty: 6496.550781
	Iteration 77Q: 3 clusters Score -3.847326e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 485402 members 
Entering Unmasked Estep 
Score: -38473276.000000 Penalty: 6496.550781
	Iteration 78Q: 3 clusters Score -3.847328e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 485402 members 
Entering Unmasked Estep 
Score: -38473276.000000 Penalty: 6496.550781
	Iteration 79Q: 3 clusters Score -3.847328e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 485401 members 
Entering Unmasked Estep 
Score: -38473276.000000 Penalty: 6496.550781
	Iteration 80F: 3 clusters Score -3.847328e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 485397 members 
Entering Unmasked Estep 
Score: -38473272.000000 Penalty: 6496.550781
	Iteration 81Q: 3 clusters Score -3.847327e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 485396 members 
Entering Unmasked Estep 
Score: -38473268.000000 Penalty: 6496.550781
	Iteration 82Q: 3 clusters Score -3.847327e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 485398 members 
Entering Unmasked Estep 
Score: -38473272.000000 Penalty: 6496.550781
	Iteration 83Q: 3 clusters Score -3.847327e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 485395 members 
Entering Unmasked Estep 
Score: -38473264.000000 Penalty: 6496.550781
	Iteration 84Q: 3 clusters Score -3.847326e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 485394 members 
Entering Unmasked Estep 
Score: -38473288.000000 Penalty: 6496.550781
	Iteration 85Q: 3 clusters Score -3.847329e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 485393 members 
Entering Unmasked Estep 
Score: -38473280.000000 Penalty: 6496.550781
	Iteration 86Q: 3 clusters Score -3.847328e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 485393 members 
Entering Unmasked Estep 
Score: -38473284.000000 Penalty: 6496.550781
	Iteration 87Q: 3 clusters Score -3.847328e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 485394 members 
Entering Unmasked Estep 
Score: -38473284.000000 Penalty: 6496.550781
	Iteration 88Q: 3 clusters Score -3.847328e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 485392 members 
Entering Unmasked Estep 
Score: -38473300.000000 Penalty: 6496.550781
	Iteration 89Q: 3 clusters Score -3.84733e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 485392 members 
Entering Unmasked Estep 
Score: -38473288.000000 Penalty: 6496.550781
	Iteration 90Q: 3 clusters Score -3.847329e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 485390 members 
Entering Unmasked Estep 
Score: -38473284.000000 Penalty: 6496.550781
	Iteration 91Q: 3 clusters Score -3.847328e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 485388 members 
Entering Unmasked Estep 
Score: -38473284.000000 Penalty: 6496.550781
	Iteration 92Q: 3 clusters Score -3.847328e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 485387 members 
Entering Unmasked Estep 
Score: -38473268.000000 Penalty: 6496.550781
	Iteration 93Q: 3 clusters Score -3.847327e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 485387 members 
Entering Unmasked Estep 
Score: -38473268.000000 Penalty: 6496.550781
	Iteration 94F: 3 clusters Score -3.847327e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8448 members 
Mstep: Class 4 contains 3225 members 
Mstep: Class 5 contains 19457 members 
Mstep: Class 6 contains 29158 members 
Mstep: Class 7 contains 19071 members 
Mstep: Class 8 contains 6525 members 
Mstep: Class 9 contains 56852 members 
Mstep: Class 10 contains 69741 members 
Mstep: Class 11 contains 5929 members 
Mstep: Class 12 contains 8858 members 
Mstep: Class 13 contains 14265 members 
Mstep: Class 14 contains 4777 members 
Mstep: Class 15 contains 7826 members 
Mstep: Class 16 contains 6142 members 
Mstep: Class 17 contains 153510 members 
Mstep: Class 18 contains 7444 members 
Mstep: Class 19 contains 39985 members 
Mstep: Class 20 contains 24025 members 
Mstep: Class 21 contains 5953 members 
Mstep: Class 22 contains 4038 members 
Mstep: Class 23 contains 78757 members 
Mstep: Class 24 contains 4604 members 
Mstep: Class 25 contains 5013 members 
Mstep: Class 26 contains 64277 members 
Mstep: Class 27 contains 4510 members 
Mstep: Class 28 contains 120541 members 
Mstep: Class 29 contains 13893 members 
Mstep: Class 30 contains 45955 members 
Mstep: Class 31 contains 29886 members 
Mstep: Class 32 contains 1216 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 65521 members 
Mstep: Class 35 contains 28188 members 
Mstep: Class 36 contains 487909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111991216.000000 Penalty: 126742.460938
Iteration 399Q: 37 clusters Score -1.119912e+08 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8448 members 
Mstep: Class 4 contains 3226 members 
Mstep: Class 5 contains 19501 members 
Mstep: Class 6 contains 29185 members 
Mstep: Class 7 contains 19069 members 
Mstep: Class 8 contains 6530 members 
Mstep: Class 9 contains 56827 members 
Mstep: Class 10 contains 69736 members 
Mstep: Class 11 contains 5933 members 
Mstep: Class 12 contains 8858 members 
Mstep: Class 13 contains 14261 members 
Mstep: Class 14 contains 4777 members 
Mstep: Class 15 contains 7826 members 
Mstep: Class 16 contains 6142 members 
Mstep: Class 17 contains 153508 members 
Mstep: Class 18 contains 7444 members 
Mstep: Class 19 contains 39986 members 
Mstep: Class 20 contains 24027 members 
Mstep: Class 21 contains 5950 members 
Mstep: Class 22 contains 4037 members 
Mstep: Class 23 contains 78771 members 
Mstep: Class 24 contains 4602 members 
Mstep: Class 25 contains 5015 members 
Mstep: Class 26 contains 64268 members 
Mstep: Class 27 contains 4511 members 
Mstep: Class 28 contains 120558 members 
Mstep: Class 29 contains 13895 members 
Mstep: Class 30 contains 45983 members 
Mstep: Class 31 contains 29935 members 
Mstep: Class 32 contains 1216 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 65444 members 
Mstep: Class 35 contains 28362 members 
Mstep: Class 36 contains 487666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111991176.000000 Penalty: 126742.460938
Iteration 400F: 37 clusters Score -1.119912e+08 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8449 members 
Mstep: Class 4 contains 3227 members 
Mstep: Class 5 contains 19527 members 
Mstep: Class 6 contains 29207 members 
Mstep: Class 7 contains 19068 members 
Mstep: Class 8 contains 6531 members 
Mstep: Class 9 contains 56799 members 
Mstep: Class 10 contains 69728 members 
Mstep: Class 11 contains 5934 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14254 members 
Mstep: Class 14 contains 4777 members 
Mstep: Class 15 contains 7826 members 
Mstep: Class 16 contains 6142 members 
Mstep: Class 17 contains 153508 members 
Mstep: Class 18 contains 7444 members 
Mstep: Class 19 contains 39984 members 
Mstep: Class 20 contains 24028 members 
Mstep: Class 21 contains 5947 members 
Mstep: Class 22 contains 4037 members 
Mstep: Class 23 contains 78787 members 
Mstep: Class 24 contains 4602 members 
Mstep: Class 25 contains 5013 members 
Mstep: Class 26 contains 64268 members 
Mstep: Class 27 contains 4512 members 
Mstep: Class 28 contains 120586 members 
Mstep: Class 29 contains 13897 members 
Mstep: Class 30 contains 46003 members 
Mstep: Class 31 contains 29979 members 
Mstep: Class 32 contains 1216 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 65379 members 
Mstep: Class 35 contains 28516 members 
Mstep: Class 36 contains 487464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111990984.000000 Penalty: 126742.460938
Iteration 401Q: 37 clusters Score -1.11991e+08 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8449 members 
Mstep: Class 4 contains 3226 members 
Mstep: Class 5 contains 19555 members 
Mstep: Class 6 contains 29226 members 
Mstep: Class 7 contains 19067 members 
Mstep: Class 8 contains 6530 members 
Mstep: Class 9 contains 56776 members 
Mstep: Class 10 contains 69722 members 
Mstep: Class 11 contains 5934 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14247 members 
Mstep: Class 14 contains 4777 members 
Mstep: Class 15 contains 7827 members 
Mstep: Class 16 contains 6142 members 
Mstep: Class 17 contains 153507 members 
Mstep: Class 18 contains 7444 members 
Mstep: Class 19 contains 39982 members 
Mstep: Class 20 contains 24029 members 
Mstep: Class 21 contains 5945 members 
Mstep: Class 22 contains 4037 members 
Mstep: Class 23 contains 78812 members 
Mstep: Class 24 contains 4604 members 
Mstep: Class 25 contains 5014 members 
Mstep: Class 26 contains 64268 members 
Mstep: Class 27 contains 4512 members 
Mstep: Class 28 contains 120611 members 
Mstep: Class 29 contains 13901 members 
Mstep: Class 30 contains 46029 members 
Mstep: Class 31 contains 30027 members 
Mstep: Class 32 contains 1216 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 65329 members 
Mstep: Class 35 contains 28650 members 
Mstep: Class 36 contains 487239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111991016.000000 Penalty: 126742.460938
Iteration 402Q: 37 clusters Score -1.11991e+08 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8449 members 
Mstep: Class 4 contains 3226 members 
Mstep: Class 5 contains 19581 members 
Mstep: Class 6 contains 29247 members 
Mstep: Class 7 contains 19071 members 
Mstep: Class 8 contains 6533 members 
Mstep: Class 9 contains 56748 members 
Mstep: Class 10 contains 69717 members 
Mstep: Class 11 contains 5933 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14240 members 
Mstep: Class 14 contains 4777 members 
Mstep: Class 15 contains 7827 members 
Mstep: Class 16 contains 6142 members 
Mstep: Class 17 contains 153507 members 
Mstep: Class 18 contains 7444 members 
Mstep: Class 19 contains 39984 members 
Mstep: Class 20 contains 24029 members 
Mstep: Class 21 contains 5945 members 
Mstep: Class 22 contains 4037 members 
Mstep: Class 23 contains 78834 members 
Mstep: Class 24 contains 4604 members 
Mstep: Class 25 contains 5013 members 
Mstep: Class 26 contains 64274 members 
Mstep: Class 27 contains 4512 members 
Mstep: Class 28 contains 120635 members 
Mstep: Class 29 contains 13905 members 
Mstep: Class 30 contains 46043 members 
Mstep: Class 31 contains 30063 members 
Mstep: Class 32 contains 1216 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 65271 members 
Mstep: Class 35 contains 28773 members 
Mstep: Class 36 contains 487052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111990960.000000 Penalty: 126742.460938
Iteration 403Q: 37 clusters Score -1.11991e+08 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8449 members 
Mstep: Class 4 contains 3227 members 
Mstep: Class 5 contains 19610 members 
Mstep: Class 6 contains 29259 members 
Mstep: Class 7 contains 19071 members 
Mstep: Class 8 contains 6526 members 
Mstep: Class 9 contains 56729 members 
Mstep: Class 10 contains 69720 members 
Mstep: Class 11 contains 5931 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14233 members 
Mstep: Class 14 contains 4777 members 
Mstep: Class 15 contains 7827 members 
Mstep: Class 16 contains 6142 members 
Mstep: Class 17 contains 153507 members 
Mstep: Class 18 contains 7444 members 
Mstep: Class 19 contains 39986 members 
Mstep: Class 20 contains 24026 members 
Mstep: Class 21 contains 5945 members 
Mstep: Class 22 contains 4037 members 
Mstep: Class 23 contains 78849 members 
Mstep: Class 24 contains 4604 members 
Mstep: Class 25 contains 5013 members 
Mstep: Class 26 contains 64271 members 
Mstep: Class 27 contains 4512 members 
Mstep: Class 28 contains 120659 members 
Mstep: Class 29 contains 13910 members 
Mstep: Class 30 contains 46065 members 
Mstep: Class 31 contains 30104 members 
Mstep: Class 32 contains 1216 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 65227 members 
Mstep: Class 35 contains 28890 members 
Mstep: Class 36 contains 486862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111990968.000000 Penalty: 126742.460938
Iteration 404Q: 37 clusters Score -1.11991e+08 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8449 members 
Mstep: Class 4 contains 3226 members 
Mstep: Class 5 contains 19638 members 
Mstep: Class 6 contains 29276 members 
Mstep: Class 7 contains 19074 members 
Mstep: Class 8 contains 6524 members 
Mstep: Class 9 contains 56714 members 
Mstep: Class 10 contains 69716 members 
Mstep: Class 11 contains 5928 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14230 members 
Mstep: Class 14 contains 4777 members 
Mstep: Class 15 contains 7827 members 
Mstep: Class 16 contains 6142 members 
Mstep: Class 17 contains 153509 members 
Mstep: Class 18 contains 7444 members 
Mstep: Class 19 contains 39990 members 
Mstep: Class 20 contains 24026 members 
Mstep: Class 21 contains 5943 members 
Mstep: Class 22 contains 4038 members 
Mstep: Class 23 contains 78858 members 
Mstep: Class 24 contains 4604 members 
Mstep: Class 25 contains 5014 members 
Mstep: Class 26 contains 64267 members 
Mstep: Class 27 contains 4512 members 
Mstep: Class 28 contains 120679 members 
Mstep: Class 29 contains 13914 members 
Mstep: Class 30 contains 46098 members 
Mstep: Class 31 contains 30146 members 
Mstep: Class 32 contains 1216 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 65199 members 
Mstep: Class 35 contains 29001 members 
Mstep: Class 36 contains 486646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111990928.000000 Penalty: 126742.460938
Iteration 405Q: 37 clusters Score -1.119909e+08 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8449 members 
Mstep: Class 4 contains 3226 members 
Mstep: Class 5 contains 19668 members 
Mstep: Class 6 contains 29288 members 
Mstep: Class 7 contains 19073 members 
Mstep: Class 8 contains 6522 members 
Mstep: Class 9 contains 56697 members 
Mstep: Class 10 contains 69716 members 
Mstep: Class 11 contains 5927 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14224 members 
Mstep: Class 14 contains 4777 members 
Mstep: Class 15 contains 7827 members 
Mstep: Class 16 contains 6142 members 
Mstep: Class 17 contains 153511 members 
Mstep: Class 18 contains 7444 members 
Mstep: Class 19 contains 39990 members 
Mstep: Class 20 contains 24026 members 
Mstep: Class 21 contains 5940 members 
Mstep: Class 22 contains 4039 members 
Mstep: Class 23 contains 78872 members 
Mstep: Class 24 contains 4605 members 
Mstep: Class 25 contains 5017 members 
Mstep: Class 26 contains 64263 members 
Mstep: Class 27 contains 4512 members 
Mstep: Class 28 contains 120703 members 
Mstep: Class 29 contains 13916 members 
Mstep: Class 30 contains 46122 members 
Mstep: Class 31 contains 30187 members 
Mstep: Class 32 contains 1216 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 65145 members 
Mstep: Class 35 contains 29109 members 
Mstep: Class 36 contains 486469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111990896.000000 Penalty: 126742.460938
Iteration 406Q: 37 clusters Score -1.119909e+08 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8449 members 
Mstep: Class 4 contains 3228 members 
Mstep: Class 5 contains 19693 members 
Mstep: Class 6 contains 29309 members 
Mstep: Class 7 contains 19079 members 
Mstep: Class 8 contains 6521 members 
Mstep: Class 9 contains 56671 members 
Mstep: Class 10 contains 69713 members 
Mstep: Class 11 contains 5925 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14217 members 
Mstep: Class 14 contains 4777 members 
Mstep: Class 15 contains 7827 members 
Mstep: Class 16 contains 6142 members 
Mstep: Class 17 contains 153511 members 
Mstep: Class 18 contains 7444 members 
Mstep: Class 19 contains 39993 members 
Mstep: Class 20 contains 24023 members 
Mstep: Class 21 contains 5934 members 
Mstep: Class 22 contains 4039 members 
Mstep: Class 23 contains 78876 members 
Mstep: Class 24 contains 4605 members 
Mstep: Class 25 contains 5017 members 
Mstep: Class 26 contains 64250 members 
Mstep: Class 27 contains 4512 members 
Mstep: Class 28 contains 120727 members 
Mstep: Class 29 contains 13916 members 
Mstep: Class 30 contains 46138 members 
Mstep: Class 31 contains 30230 members 
Mstep: Class 32 contains 1216 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 65103 members 
Mstep: Class 35 contains 29198 members 
Mstep: Class 36 contains 486339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111990872.000000 Penalty: 126742.460938
Iteration 407Q: 37 clusters Score -1.119909e+08 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8450 members 
Mstep: Class 4 contains 3229 members 
Mstep: Class 5 contains 19714 members 
Mstep: Class 6 contains 29324 members 
Mstep: Class 7 contains 19078 members 
Mstep: Class 8 contains 6522 members 
Mstep: Class 9 contains 56645 members 
Mstep: Class 10 contains 69711 members 
Mstep: Class 11 contains 5923 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14210 members 
Mstep: Class 14 contains 4777 members 
Mstep: Class 15 contains 7827 members 
Mstep: Class 16 contains 6142 members 
Mstep: Class 17 contains 153510 members 
Mstep: Class 18 contains 7444 members 
Mstep: Class 19 contains 39994 members 
Mstep: Class 20 contains 24021 members 
Mstep: Class 21 contains 5931 members 
Mstep: Class 22 contains 4039 members 
Mstep: Class 23 contains 78886 members 
Mstep: Class 24 contains 4605 members 
Mstep: Class 25 contains 5017 members 
Mstep: Class 26 contains 64244 members 
Mstep: Class 27 contains 4512 members 
Mstep: Class 28 contains 120765 members 
Mstep: Class 29 contains 13916 members 
Mstep: Class 30 contains 46155 members 
Mstep: Class 31 contains 30271 members 
Mstep: Class 32 contains 1216 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 65064 members 
Mstep: Class 35 contains 29270 members 
Mstep: Class 36 contains 486210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111990984.000000 Penalty: 126742.460938
Iteration 408Q: 37 clusters Score -1.11991e+08 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8452 members 
Mstep: Class 4 contains 3229 members 
Mstep: Class 5 contains 19731 members 
Mstep: Class 6 contains 29341 members 
Mstep: Class 7 contains 19073 members 
Mstep: Class 8 contains 6522 members 
Mstep: Class 9 contains 56622 members 
Mstep: Class 10 contains 69711 members 
Mstep: Class 11 contains 5924 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14206 members 
Mstep: Class 14 contains 4777 members 
Mstep: Class 15 contains 7827 members 
Mstep: Class 16 contains 6142 members 
Mstep: Class 17 contains 153510 members 
Mstep: Class 18 contains 7445 members 
Mstep: Class 19 contains 39996 members 
Mstep: Class 20 contains 24021 members 
Mstep: Class 21 contains 5928 members 
Mstep: Class 22 contains 4039 members 
Mstep: Class 23 contains 78885 members 
Mstep: Class 24 contains 4605 members 
Mstep: Class 25 contains 5017 members 
Mstep: Class 26 contains 64236 members 
Mstep: Class 27 contains 4512 members 
Mstep: Class 28 contains 120790 members 
Mstep: Class 29 contains 13915 members 
Mstep: Class 30 contains 46178 members 
Mstep: Class 31 contains 30319 members 
Mstep: Class 32 contains 1216 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 65034 members 
Mstep: Class 35 contains 29337 members 
Mstep: Class 36 contains 486080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111990960.000000 Penalty: 126742.460938
Iteration 409Q: 37 clusters Score -1.11991e+08 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8452 members 
Mstep: Class 4 contains 3229 members 
Mstep: Class 5 contains 19756 members 
Mstep: Class 6 contains 29366 members 
Mstep: Class 7 contains 19073 members 
Mstep: Class 8 contains 6521 members 
Mstep: Class 9 contains 56602 members 
Mstep: Class 10 contains 69714 members 
Mstep: Class 11 contains 5925 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14207 members 
Mstep: Class 14 contains 4777 members 
Mstep: Class 15 contains 7827 members 
Mstep: Class 16 contains 6142 members 
Mstep: Class 17 contains 153510 members 
Mstep: Class 18 contains 7445 members 
Mstep: Class 19 contains 39997 members 
Mstep: Class 20 contains 24023 members 
Mstep: Class 21 contains 5927 members 
Mstep: Class 22 contains 4039 members 
Mstep: Class 23 contains 78886 members 
Mstep: Class 24 contains 4606 members 
Mstep: Class 25 contains 5015 members 
Mstep: Class 26 contains 64231 members 
Mstep: Class 27 contains 4512 members 
Mstep: Class 28 contains 120814 members 
Mstep: Class 29 contains 13914 members 
Mstep: Class 30 contains 46202 members 
Mstep: Class 31 contains 30362 members 
Mstep: Class 32 contains 1216 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 65002 members 
Mstep: Class 35 contains 29396 members 
Mstep: Class 36 contains 485930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111991008.000000 Penalty: 126742.460938
Iteration 410Q: 37 clusters Score -1.11991e+08 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8453 members 
Mstep: Class 4 contains 3228 members 
Mstep: Class 5 contains 19790 members 
Mstep: Class 6 contains 29380 members 
Mstep: Class 7 contains 19070 members 
Mstep: Class 8 contains 6522 members 
Mstep: Class 9 contains 56588 members 
Mstep: Class 10 contains 69715 members 
Mstep: Class 11 contains 5925 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14201 members 
Mstep: Class 14 contains 4777 members 
Mstep: Class 15 contains 7827 members 
Mstep: Class 16 contains 6142 members 
Mstep: Class 17 contains 153515 members 
Mstep: Class 18 contains 7445 members 
Mstep: Class 19 contains 39995 members 
Mstep: Class 20 contains 24023 members 
Mstep: Class 21 contains 5922 members 
Mstep: Class 22 contains 4039 members 
Mstep: Class 23 contains 78888 members 
Mstep: Class 24 contains 4607 members 
Mstep: Class 25 contains 5015 members 
Mstep: Class 26 contains 64233 members 
Mstep: Class 27 contains 4512 members 
Mstep: Class 28 contains 120831 members 
Mstep: Class 29 contains 13912 members 
Mstep: Class 30 contains 46225 members 
Mstep: Class 31 contains 30393 members 
Mstep: Class 32 contains 1216 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 64972 members 
Mstep: Class 35 contains 29453 members 
Mstep: Class 36 contains 485803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111990960.000000 Penalty: 126742.460938
Iteration 411Q: 37 clusters Score -1.11991e+08 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 8453 members 
Mstep: Class 4 contains 3226 members 
Mstep: Class 5 contains 19826 members 
Mstep: Class 6 contains 29391 members 
Mstep: Class 7 contains 19065 members 
Mstep: Class 8 contains 6523 members 
Mstep: Class 9 contains 56571 members 
Mstep: Class 10 contains 69717 members 
Mstep: Class 11 contains 5924 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14190 members 
Mstep: Class 14 contains 4777 members 
Mstep: Class 15 contains 7828 members 
Mstep: Class 16 contains 6142 members 
Mstep: Class 17 contains 153516 members 
Mstep: Class 18 contains 7445 members 
Mstep: Class 19 contains 40001 members 
Mstep: Class 20 contains 24025 members 
Mstep: Class 21 contains 5917 members 
Mstep: Class 22 contains 4039 members 
Mstep: Class 23 contains 78894 members 
Mstep: Class 24 contains 4610 members 
Mstep: Class 25 contains 5015 members 
Mstep: Class 26 contains 64229 members 
Mstep: Class 27 contains 4512 members 
Mstep: Class 28 contains 120846 members 
Mstep: Class 29 contains 13911 members 
Mstep: Class 30 contains 46240 members 
Mstep: Class 31 contains 30429 members 
Mstep: Class 32 contains 1216 members 
Mstep: Class 33 contains 5318 members 
Mstep: Class 34 contains 64934 members 
Mstep: Class 35 contains 29520 members 
Mstep: Class 36 contains 485685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111991104.000000 Penalty: 126742.460938
Iteration 412Q: 37 clusters Score -1.119911e+08 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 3454 members 
Mstep: Class 3 contains 8452 members 
Mstep: Class 4 contains 3225 members 
Mstep: Class 5 contains 19849 members 
Mstep: Class 6 contains 29407 members 
Mstep: Class 7 contains 19071 members 
Mstep: Class 8 contains 6523 members 
Mstep: Class 9 contains 56549 members 
Mstep: Class 10 contains 69715 members 
Mstep: Class 11 contains 5925 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14188 members 
Mstep: Class 14 contains 4777 members 
Mstep: Class 15 contains 7828 members 
Mstep: Class 16 contains 6142 members 
Mstep: Class 17 contains 153515 members 
Mstep: Class 18 contains 7444 members 
Mstep: Class 19 contains 40007 members 
Mstep: Class 20 contains 24027 members 
Mstep: Class 21 contains 5911 members 
Mstep: Class 22 contains 4039 members 
Mstep: Class 23 contains 78904 members 
Mstep: Class 24 contains 4614 members 
Mstep: Class 25 contains 5014 members 
Mstep: Class 26 contains 64221 members 
Mstep: Class 27 contains 4512 members 
Mstep: Class 28 contains 120859 members 
Mstep: Class 29 contains 13911 members 
Mstep: Class 30 contains 46258 members 
Mstep: Class 31 contains 30473 members 
Mstep: Class 32 contains 1216 members 
Mstep: Class 33 contains 5317 members 
Mstep: Class 34 contains 64895 members 
Mstep: Class 35 contains 29581 members 
Mstep: Class 36 contains 485566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111991176.000000 Penalty: 126742.460938
Iteration 413Q: 37 clusters Score -1.119912e+08 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 3455 members 
Mstep: Class 3 contains 8451 members 
Mstep: Class 4 contains 3224 members 
Mstep: Class 5 contains 19876 members 
Mstep: Class 6 contains 29423 members 
Mstep: Class 7 contains 19073 members 
Mstep: Class 8 contains 6523 members 
Mstep: Class 9 contains 56535 members 
Mstep: Class 10 contains 69715 members 
Mstep: Class 11 contains 5926 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14183 members 
Mstep: Class 14 contains 4777 members 
Mstep: Class 15 contains 7828 members 
Mstep: Class 16 contains 6143 members 
Mstep: Class 17 contains 153515 members 
Mstep: Class 18 contains 7444 members 
Mstep: Class 19 contains 40015 members 
Mstep: Class 20 contains 24029 members 
Mstep: Class 21 contains 5905 members 
Mstep: Class 22 contains 4039 members 
Mstep: Class 23 contains 78918 members 
Mstep: Class 24 contains 4617 members 
Mstep: Class 25 contains 5014 members 
Mstep: Class 26 contains 64230 members 
Mstep: Class 27 contains 4512 members 
Mstep: Class 28 contains 120866 members 
Mstep: Class 29 contains 13911 members 
Mstep: Class 30 contains 46274 members 
Mstep: Class 31 contains 30509 members 
Mstep: Class 32 contains 1216 members 
Mstep: Class 33 contains 5316 members 
Mstep: Class 34 contains 64860 members 
Mstep: Class 35 contains 29646 members 
Mstep: Class 36 contains 485421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111991144.000000 Penalty: 126742.460938
Iteration 414Q: 37 clusters Score -1.119911e+08 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 3455 members 
Mstep: Class 3 contains 8451 members 
Mstep: Class 4 contains 3223 members 
Mstep: Class 5 contains 19902 members 
Mstep: Class 6 contains 29436 members 
Mstep: Class 7 contains 19075 members 
Mstep: Class 8 contains 6525 members 
Mstep: Class 9 contains 56512 members 
Mstep: Class 10 contains 69713 members 
Mstep: Class 11 contains 5927 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14176 members 
Mstep: Class 14 contains 4777 members 
Mstep: Class 15 contains 7828 members 
Mstep: Class 16 contains 6143 members 
Mstep: Class 17 contains 153515 members 
Mstep: Class 18 contains 7444 members 
Mstep: Class 19 contains 40018 members 
Mstep: Class 20 contains 24029 members 
Mstep: Class 21 contains 5902 members 
Mstep: Class 22 contains 4039 members 
Mstep: Class 23 contains 78933 members 
Mstep: Class 24 contains 4617 members 
Mstep: Class 25 contains 5013 members 
Mstep: Class 26 contains 64233 members 
Mstep: Class 27 contains 4512 members 
Mstep: Class 28 contains 120874 members 
Mstep: Class 29 contains 13909 members 
Mstep: Class 30 contains 46290 members 
Mstep: Class 31 contains 30553 members 
Mstep: Class 32 contains 1216 members 
Mstep: Class 33 contains 5316 members 
Mstep: Class 34 contains 64818 members 
Mstep: Class 35 contains 29702 members 
Mstep: Class 36 contains 485310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111991048.000000 Penalty: 126742.460938
Iteration 415Q: 37 clusters Score -1.11991e+08 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 3455 members 
Mstep: Class 3 contains 8451 members 
Mstep: Class 4 contains 3223 members 
Mstep: Class 5 contains 19930 members 
Mstep: Class 6 contains 29445 members 
Mstep: Class 7 contains 19075 members 
Mstep: Class 8 contains 6523 members 
Mstep: Class 9 contains 56494 members 
Mstep: Class 10 contains 69715 members 
Mstep: Class 11 contains 5925 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14167 members 
Mstep: Class 14 contains 4777 members 
Mstep: Class 15 contains 7828 members 
Mstep: Class 16 contains 6143 members 
Mstep: Class 17 contains 153515 members 
Mstep: Class 18 contains 7444 members 
Mstep: Class 19 contains 40019 members 
Mstep: Class 20 contains 24032 members 
Mstep: Class 21 contains 5899 members 
Mstep: Class 22 contains 4039 members 
Mstep: Class 23 contains 78947 members 
Mstep: Class 24 contains 4620 members 
Mstep: Class 25 contains 5013 members 
Mstep: Class 26 contains 64232 members 
Mstep: Class 27 contains 4512 members 
Mstep: Class 28 contains 120886 members 
Mstep: Class 29 contains 13910 members 
Mstep: Class 30 contains 46305 members 
Mstep: Class 31 contains 30591 members 
Mstep: Class 32 contains 1216 members 
Mstep: Class 33 contains 5316 members 
Mstep: Class 34 contains 64780 members 
Mstep: Class 35 contains 29745 members 
Mstep: Class 36 contains 485215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111991184.000000 Penalty: 126742.460938
Iteration 416Q: 37 clusters Score -1.119912e+08 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 3455 members 
Mstep: Class 3 contains 8450 members 
Mstep: Class 4 contains 3223 members 
Mstep: Class 5 contains 19952 members 
Mstep: Class 6 contains 29457 members 
Mstep: Class 7 contains 19074 members 
Mstep: Class 8 contains 6522 members 
Mstep: Class 9 contains 56475 members 
Mstep: Class 10 contains 69709 members 
Mstep: Class 11 contains 5927 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14161 members 
Mstep: Class 14 contains 4777 members 
Mstep: Class 15 contains 7828 members 
Mstep: Class 16 contains 6143 members 
Mstep: Class 17 contains 153516 members 
Mstep: Class 18 contains 7444 members 
Mstep: Class 19 contains 40024 members 
Mstep: Class 20 contains 24032 members 
Mstep: Class 21 contains 5894 members 
Mstep: Class 22 contains 4038 members 
Mstep: Class 23 contains 78956 members 
Mstep: Class 24 contains 4623 members 
Mstep: Class 25 contains 5013 members 
Mstep: Class 26 contains 64226 members 
Mstep: Class 27 contains 4512 members 
Mstep: Class 28 contains 120892 members 
Mstep: Class 29 contains 13911 members 
Mstep: Class 30 contains 46319 members 
Mstep: Class 31 contains 30637 members 
Mstep: Class 32 contains 1216 members 
Mstep: Class 33 contains 5316 members 
Mstep: Class 34 contains 64737 members 
Mstep: Class 35 contains 29799 members 
Mstep: Class 36 contains 485125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111991224.000000 Penalty: 126742.460938
Iteration 417Q: 37 clusters Score -1.119912e+08 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 3455 members 
Mstep: Class 3 contains 8450 members 
Mstep: Class 4 contains 3223 members 
Mstep: Class 5 contains 19963 members 
Mstep: Class 6 contains 29472 members 
Mstep: Class 7 contains 19073 members 
Mstep: Class 8 contains 6523 members 
Mstep: Class 9 contains 56465 members 
Mstep: Class 10 contains 69703 members 
Mstep: Class 11 contains 5928 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14152 members 
Mstep: Class 14 contains 4777 members 
Mstep: Class 15 contains 7828 members 
Mstep: Class 16 contains 6143 members 
Mstep: Class 17 contains 153516 members 
Mstep: Class 18 contains 7444 members 
Mstep: Class 19 contains 40026 members 
Mstep: Class 20 contains 24032 members 
Mstep: Class 21 contains 5885 members 
Mstep: Class 22 contains 4038 members 
Mstep: Class 23 contains 78962 members 
Mstep: Class 24 contains 4624 members 
Mstep: Class 25 contains 5013 members 
Mstep: Class 26 contains 64231 members 
Mstep: Class 27 contains 4512 members 
Mstep: Class 28 contains 120904 members 
Mstep: Class 29 contains 13911 members 
Mstep: Class 30 contains 46332 members 
Mstep: Class 31 contains 30671 members 
Mstep: Class 32 contains 1216 members 
Mstep: Class 33 contains 5316 members 
Mstep: Class 34 contains 64701 members 
Mstep: Class 35 contains 29852 members 
Mstep: Class 36 contains 485040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111991232.000000 Penalty: 126742.460938
Iteration 418Q: 37 clusters Score -1.119912e+08 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 3455 members 
Mstep: Class 3 contains 8450 members 
Mstep: Class 4 contains 3222 members 
Mstep: Class 5 contains 19978 members 
Mstep: Class 6 contains 29487 members 
Mstep: Class 7 contains 19077 members 
Mstep: Class 8 contains 6523 members 
Mstep: Class 9 contains 56449 members 
Mstep: Class 10 contains 69698 members 
Mstep: Class 11 contains 5931 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14150 members 
Mstep: Class 14 contains 4777 members 
Mstep: Class 15 contains 7828 members 
Mstep: Class 16 contains 6143 members 
Mstep: Class 17 contains 153515 members 
Mstep: Class 18 contains 7444 members 
Mstep: Class 19 contains 40024 members 
Mstep: Class 20 contains 24034 members 
Mstep: Class 21 contains 5878 members 
Mstep: Class 22 contains 4038 members 
Mstep: Class 23 contains 78969 members 
Mstep: Class 24 contains 4624 members 
Mstep: Class 25 contains 5013 members 
Mstep: Class 26 contains 64235 members 
Mstep: Class 27 contains 4512 members 
Mstep: Class 28 contains 120918 members 
Mstep: Class 29 contains 13911 members 
Mstep: Class 30 contains 46349 members 
Mstep: Class 31 contains 30705 members 
Mstep: Class 32 contains 1216 members 
Mstep: Class 33 contains 5316 members 
Mstep: Class 34 contains 64671 members 
Mstep: Class 35 contains 29900 members 
Mstep: Class 36 contains 484941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111991168.000000 Penalty: 126742.460938
Iteration 419Q: 37 clusters Score -1.119912e+08 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 3455 members 
Mstep: Class 3 contains 8450 members 
Mstep: Class 4 contains 3222 members 
Mstep: Class 5 contains 19995 members 
Mstep: Class 6 contains 29498 members 
Mstep: Class 7 contains 19074 members 
Mstep: Class 8 contains 6524 members 
Mstep: Class 9 contains 56437 members 
Mstep: Class 10 contains 69697 members 
Mstep: Class 11 contains 5932 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14148 members 
Mstep: Class 14 contains 4777 members 
Mstep: Class 15 contains 7828 members 
Mstep: Class 16 contains 6143 members 
Mstep: Class 17 contains 153517 members 
Mstep: Class 18 contains 7444 members 
Mstep: Class 19 contains 40025 members 
Mstep: Class 20 contains 24036 members 
Mstep: Class 21 contains 5866 members 
Mstep: Class 22 contains 4038 members 
Mstep: Class 23 contains 78975 members 
Mstep: Class 24 contains 4623 members 
Mstep: Class 25 contains 5013 members 
Mstep: Class 26 contains 64241 members 
Mstep: Class 27 contains 4512 members 
Mstep: Class 28 contains 120930 members 
Mstep: Class 29 contains 13909 members 
Mstep: Class 30 contains 46368 members 
Mstep: Class 31 contains 30736 members 
Mstep: Class 32 contains 1216 members 
Mstep: Class 33 contains 5316 members 
Mstep: Class 34 contains 64647 members 
Mstep: Class 35 contains 29947 members 
Mstep: Class 36 contains 484840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111991208.000000 Penalty: 126742.460938
Iteration 420F: 37 clusters Score -1.119912e+08 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 3455 members 
Mstep: Class 3 contains 8450 members 
Mstep: Class 4 contains 3222 members 
Mstep: Class 5 contains 20011 members 
Mstep: Class 6 contains 29514 members 
Mstep: Class 7 contains 19074 members 
Mstep: Class 8 contains 6524 members 
Mstep: Class 9 contains 56432 members 
Mstep: Class 10 contains 69695 members 
Mstep: Class 11 contains 5930 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14148 members 
Mstep: Class 14 contains 4777 members 
Mstep: Class 15 contains 7828 members 
Mstep: Class 16 contains 6143 members 
Mstep: Class 17 contains 153517 members 
Mstep: Class 18 contains 7444 members 
Mstep: Class 19 contains 40025 members 
Mstep: Class 20 contains 24039 members 
Mstep: Class 21 contains 5851 members 
Mstep: Class 22 contains 4038 members 
Mstep: Class 23 contains 78984 members 
Mstep: Class 24 contains 4623 members 
Mstep: Class 25 contains 5013 members 
Mstep: Class 26 contains 64242 members 
Mstep: Class 27 contains 4512 members 
Mstep: Class 28 contains 120944 members 
Mstep: Class 29 contains 13910 members 
Mstep: Class 30 contains 46387 members 
Mstep: Class 31 contains 30756 members 
Mstep: Class 32 contains 1216 members 
Mstep: Class 33 contains 5316 members 
Mstep: Class 34 contains 64641 members 
Mstep: Class 35 contains 29992 members 
Mstep: Class 36 contains 484727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111991232.000000 Penalty: 126742.460938
Iteration 421Q: 37 clusters Score -1.119912e+08 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 3455 members 
Mstep: Class 3 contains 8450 members 
Mstep: Class 4 contains 3221 members 
Mstep: Class 5 contains 20025 members 
Mstep: Class 6 contains 29524 members 
Mstep: Class 7 contains 19074 members 
Mstep: Class 8 contains 6524 members 
Mstep: Class 9 contains 56417 members 
Mstep: Class 10 contains 69695 members 
Mstep: Class 11 contains 5930 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14148 members 
Mstep: Class 14 contains 4777 members 
Mstep: Class 15 contains 7828 members 
Mstep: Class 16 contains 6143 members 
Mstep: Class 17 contains 153517 members 
Mstep: Class 18 contains 7444 members 
Mstep: Class 19 contains 40025 members 
Mstep: Class 20 contains 24041 members 
Mstep: Class 21 contains 5838 members 
Mstep: Class 22 contains 4038 members 
Mstep: Class 23 contains 78990 members 
Mstep: Class 24 contains 4623 members 
Mstep: Class 25 contains 5012 members 
Mstep: Class 26 contains 64244 members 
Mstep: Class 27 contains 4512 members 
Mstep: Class 28 contains 120958 members 
Mstep: Class 29 contains 13913 members 
Mstep: Class 30 contains 46405 members 
Mstep: Class 31 contains 30778 members 
Mstep: Class 32 contains 1216 members 
Mstep: Class 33 contains 5316 members 
Mstep: Class 34 contains 64631 members 
Mstep: Class 35 contains 30035 members 
Mstep: Class 36 contains 484637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111991256.000000 Penalty: 126742.460938
Iteration 422Q: 37 clusters Score -1.119913e+08 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 3455 members 
Mstep: Class 3 contains 8450 members 
Mstep: Class 4 contains 3221 members 
Mstep: Class 5 contains 20042 members 
Mstep: Class 6 contains 29535 members 
Mstep: Class 7 contains 19077 members 
Mstep: Class 8 contains 6524 members 
Mstep: Class 9 contains 56402 members 
Mstep: Class 10 contains 69692 members 
Mstep: Class 11 contains 5929 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14146 members 
Mstep: Class 14 contains 4777 members 
Mstep: Class 15 contains 7828 members 
Mstep: Class 16 contains 6143 members 
Mstep: Class 17 contains 153518 members 
Mstep: Class 18 contains 7444 members 
Mstep: Class 19 contains 40021 members 
Mstep: Class 20 contains 24040 members 
Mstep: Class 21 contains 5829 members 
Mstep: Class 22 contains 4038 members 
Mstep: Class 23 contains 79002 members 
Mstep: Class 24 contains 4623 members 
Mstep: Class 25 contains 5011 members 
Mstep: Class 26 contains 64249 members 
Mstep: Class 27 contains 4512 members 
Mstep: Class 28 contains 120976 members 
Mstep: Class 29 contains 13915 members 
Mstep: Class 30 contains 46422 members 
Mstep: Class 31 contains 30792 members 
Mstep: Class 32 contains 1216 members 
Mstep: Class 33 contains 5316 members 
Mstep: Class 34 contains 64627 members 
Mstep: Class 35 contains 30074 members 
Mstep: Class 36 contains 484539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111991288.000000 Penalty: 126742.460938
Iteration 423Q: 37 clusters Score -1.119913e+08 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 3455 members 
Mstep: Class 3 contains 8450 members 
Mstep: Class 4 contains 3221 members 
Mstep: Class 5 contains 20052 members 
Mstep: Class 6 contains 29544 members 
Mstep: Class 7 contains 19077 members 
Mstep: Class 8 contains 6524 members 
Mstep: Class 9 contains 56386 members 
Mstep: Class 10 contains 69686 members 
Mstep: Class 11 contains 5928 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14144 members 
Mstep: Class 14 contains 4777 members 
Mstep: Class 15 contains 7828 members 
Mstep: Class 16 contains 6143 members 
Mstep: Class 17 contains 153520 members 
Mstep: Class 18 contains 7444 members 
Mstep: Class 19 contains 40018 members 
Mstep: Class 20 contains 24042 members 
Mstep: Class 21 contains 5822 members 
Mstep: Class 22 contains 4039 members 
Mstep: Class 23 contains 79012 members 
Mstep: Class 24 contains 4623 members 
Mstep: Class 25 contains 5012 members 
Mstep: Class 26 contains 64255 members 
Mstep: Class 27 contains 4512 members 
Mstep: Class 28 contains 120986 members 
Mstep: Class 29 contains 13915 members 
Mstep: Class 30 contains 46446 members 
Mstep: Class 31 contains 30810 members 
Mstep: Class 32 contains 1216 members 
Mstep: Class 33 contains 5316 members 
Mstep: Class 34 contains 64614 members 
Mstep: Class 35 contains 30115 members 
Mstep: Class 36 contains 484450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111991296.000000 Penalty: 126742.460938
Iteration 424Q: 37 clusters Score -1.119913e+08 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 3455 members 
Mstep: Class 3 contains 8450 members 
Mstep: Class 4 contains 3221 members 
Mstep: Class 5 contains 20061 members 
Mstep: Class 6 contains 29545 members 
Mstep: Class 7 contains 19082 members 
Mstep: Class 8 contains 6523 members 
Mstep: Class 9 contains 56371 members 
Mstep: Class 10 contains 69682 members 
Mstep: Class 11 contains 5928 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14147 members 
Mstep: Class 14 contains 4777 members 
Mstep: Class 15 contains 7828 members 
Mstep: Class 16 contains 6143 members 
Mstep: Class 17 contains 153520 members 
Mstep: Class 18 contains 7444 members 
Mstep: Class 19 contains 40019 members 
Mstep: Class 20 contains 24046 members 
Mstep: Class 21 contains 5814 members 
Mstep: Class 22 contains 4038 members 
Mstep: Class 23 contains 79023 members 
Mstep: Class 24 contains 4623 members 
Mstep: Class 25 contains 5012 members 
Mstep: Class 26 contains 64258 members 
Mstep: Class 27 contains 4512 members 
Mstep: Class 28 contains 120994 members 
Mstep: Class 29 contains 13914 members 
Mstep: Class 30 contains 46468 members 
Mstep: Class 31 contains 30834 members 
Mstep: Class 32 contains 1216 members 
Mstep: Class 33 contains 5316 members 
Mstep: Class 34 contains 64603 members 
Mstep: Class 35 contains 30146 members 
Mstep: Class 36 contains 484367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111991288.000000 Penalty: 126742.460938
Iteration 425Q: 37 clusters Score -1.119913e+08 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 3455 members 
Mstep: Class 3 contains 8450 members 
Mstep: Class 4 contains 3222 members 
Mstep: Class 5 contains 20072 members 
Mstep: Class 6 contains 29556 members 
Mstep: Class 7 contains 19083 members 
Mstep: Class 8 contains 6522 members 
Mstep: Class 9 contains 56354 members 
Mstep: Class 10 contains 69680 members 
Mstep: Class 11 contains 5930 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14149 members 
Mstep: Class 14 contains 4777 members 
Mstep: Class 15 contains 7828 members 
Mstep: Class 16 contains 6143 members 
Mstep: Class 17 contains 153520 members 
Mstep: Class 18 contains 7444 members 
Mstep: Class 19 contains 40020 members 
Mstep: Class 20 contains 24048 members 
Mstep: Class 21 contains 5806 members 
Mstep: Class 22 contains 4037 members 
Mstep: Class 23 contains 79027 members 
Mstep: Class 24 contains 4623 members 
Mstep: Class 25 contains 5012 members 
Mstep: Class 26 contains 64258 members 
Mstep: Class 27 contains 4512 members 
Mstep: Class 28 contains 120998 members 
Mstep: Class 29 contains 13916 members 
Mstep: Class 30 contains 46488 members 
Mstep: Class 31 contains 30866 members 
Mstep: Class 32 contains 1216 members 
Mstep: Class 33 contains 5316 members 
Mstep: Class 34 contains 64597 members 
Mstep: Class 35 contains 30172 members 
Mstep: Class 36 contains 484283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111991368.000000 Penalty: 126742.460938
Iteration 426Q: 37 clusters Score -1.119914e+08 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 3455 members 
Mstep: Class 3 contains 8450 members 
Mstep: Class 4 contains 3222 members 
Mstep: Class 5 contains 20082 members 
Mstep: Class 6 contains 29565 members 
Mstep: Class 7 contains 19084 members 
Mstep: Class 8 contains 6522 members 
Mstep: Class 9 contains 56344 members 
Mstep: Class 10 contains 69680 members 
Mstep: Class 11 contains 5930 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14149 members 
Mstep: Class 14 contains 4777 members 
Mstep: Class 15 contains 7828 members 
Mstep: Class 16 contains 6143 members 
Mstep: Class 17 contains 153521 members 
Mstep: Class 18 contains 7444 members 
Mstep: Class 19 contains 40020 members 
Mstep: Class 20 contains 24050 members 
Mstep: Class 21 contains 5797 members 
Mstep: Class 22 contains 4037 members 
Mstep: Class 23 contains 79032 members 
Mstep: Class 24 contains 4623 members 
Mstep: Class 25 contains 5011 members 
Mstep: Class 26 contains 64265 members 
Mstep: Class 27 contains 4512 members 
Mstep: Class 28 contains 121005 members 
Mstep: Class 29 contains 13918 members 
Mstep: Class 30 contains 46508 members 
Mstep: Class 31 contains 30894 members 
Mstep: Class 32 contains 1216 members 
Mstep: Class 33 contains 5316 members 
Mstep: Class 34 contains 64587 members 
Mstep: Class 35 contains 30201 members 
Mstep: Class 36 contains 484195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111991360.000000 Penalty: 126742.460938
Iteration 427Q: 37 clusters Score -1.119914e+08 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 3455 members 
Mstep: Class 3 contains 8450 members 
Mstep: Class 4 contains 3222 members 
Mstep: Class 5 contains 20094 members 
Mstep: Class 6 contains 29576 members 
Mstep: Class 7 contains 19086 members 
Mstep: Class 8 contains 6522 members 
Mstep: Class 9 contains 56326 members 
Mstep: Class 10 contains 69682 members 
Mstep: Class 11 contains 5930 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14148 members 
Mstep: Class 14 contains 4777 members 
Mstep: Class 15 contains 7828 members 
Mstep: Class 16 contains 6143 members 
Mstep: Class 17 contains 153520 members 
Mstep: Class 18 contains 7444 members 
Mstep: Class 19 contains 40020 members 
Mstep: Class 20 contains 24051 members 
Mstep: Class 21 contains 5790 members 
Mstep: Class 22 contains 4038 members 
Mstep: Class 23 contains 79033 members 
Mstep: Class 24 contains 4623 members 
Mstep: Class 25 contains 5011 members 
Mstep: Class 26 contains 64270 members 
Mstep: Class 27 contains 4512 members 
Mstep: Class 28 contains 121014 members 
Mstep: Class 29 contains 13917 members 
Mstep: Class 30 contains 46533 members 
Mstep: Class 31 contains 30919 members 
Mstep: Class 32 contains 1216 members 
Mstep: Class 33 contains 5316 members 
Mstep: Class 34 contains 64582 members 
Mstep: Class 35 contains 30231 members 
Mstep: Class 36 contains 484102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111991408.000000 Penalty: 126742.460938
Iteration 428Q: 37 clusters Score -1.119914e+08 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 3455 members 
Mstep: Class 3 contains 8450 members 
Mstep: Class 4 contains 3223 members 
Mstep: Class 5 contains 20108 members 
Mstep: Class 6 contains 29589 members 
Mstep: Class 7 contains 19088 members 
Mstep: Class 8 contains 6522 members 
Mstep: Class 9 contains 56315 members 
Mstep: Class 10 contains 69682 members 
Mstep: Class 11 contains 5930 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14147 members 
Mstep: Class 14 contains 4777 members 
Mstep: Class 15 contains 7828 members 
Mstep: Class 16 contains 6143 members 
Mstep: Class 17 contains 153521 members 
Mstep: Class 18 contains 7444 members 
Mstep: Class 19 contains 40021 members 
Mstep: Class 20 contains 24055 members 
Mstep: Class 21 contains 5785 members 
Mstep: Class 22 contains 4038 members 
Mstep: Class 23 contains 79038 members 
Mstep: Class 24 contains 4624 members 
Mstep: Class 25 contains 5010 members 
Mstep: Class 26 contains 64277 members 
Mstep: Class 27 contains 4512 members 
Mstep: Class 28 contains 121025 members 
Mstep: Class 29 contains 13916 members 
Mstep: Class 30 contains 46563 members 
Mstep: Class 31 contains 30941 members 
Mstep: Class 32 contains 1216 members 
Mstep: Class 33 contains 5316 members 
Mstep: Class 34 contains 64582 members 
Mstep: Class 35 contains 30264 members 
Mstep: Class 36 contains 483975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111991416.000000 Penalty: 126742.460938
Iteration 429Q: 37 clusters Score -1.119914e+08 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 3455 members 
Mstep: Class 3 contains 8450 members 
Mstep: Class 4 contains 3223 members 
Mstep: Class 5 contains 20123 members 
Mstep: Class 6 contains 29611 members 
Mstep: Class 7 contains 19090 members 
Mstep: Class 8 contains 6522 members 
Mstep: Class 9 contains 56307 members 
Mstep: Class 10 contains 69681 members 
Mstep: Class 11 contains 5932 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14145 members 
Mstep: Class 14 contains 4777 members 
Mstep: Class 15 contains 7828 members 
Mstep: Class 16 contains 6143 members 
Mstep: Class 17 contains 153521 members 
Mstep: Class 18 contains 7444 members 
Mstep: Class 19 contains 40021 members 
Mstep: Class 20 contains 24057 members 
Mstep: Class 21 contains 5781 members 
Mstep: Class 22 contains 4038 members 
Mstep: Class 23 contains 79047 members 
Mstep: Class 24 contains 4624 members 
Mstep: Class 25 contains 5010 members 
Mstep: Class 26 contains 64283 members 
Mstep: Class 27 contains 4512 members 
Mstep: Class 28 contains 121036 members 
Mstep: Class 29 contains 13915 members 
Mstep: Class 30 contains 46587 members 
Mstep: Class 31 contains 30963 members 
Mstep: Class 32 contains 1216 members 
Mstep: Class 33 contains 5316 members 
Mstep: Class 34 contains 64577 members 
Mstep: Class 35 contains 30307 members 
Mstep: Class 36 contains 483837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111991432.000000 Penalty: 126742.460938
Iteration 430Q: 37 clusters Score -1.119914e+08 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 3455 members 
Mstep: Class 3 contains 8450 members 
Mstep: Class 4 contains 3223 members 
Mstep: Class 5 contains 20130 members 
Mstep: Class 6 contains 29628 members 
Mstep: Class 7 contains 19091 members 
Mstep: Class 8 contains 6522 members 
Mstep: Class 9 contains 56291 members 
Mstep: Class 10 contains 69681 members 
Mstep: Class 11 contains 5932 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14144 members 
Mstep: Class 14 contains 4777 members 
Mstep: Class 15 contains 7828 members 
Mstep: Class 16 contains 6143 members 
Mstep: Class 17 contains 153521 members 
Mstep: Class 18 contains 7444 members 
Mstep: Class 19 contains 40021 members 
Mstep: Class 20 contains 24059 members 
Mstep: Class 21 contains 5778 members 
Mstep: Class 22 contains 4038 members 
Mstep: Class 23 contains 79054 members 
Mstep: Class 24 contains 4624 members 
Mstep: Class 25 contains 5010 members 
Mstep: Class 26 contains 64294 members 
Mstep: Class 27 contains 4512 members 
Mstep: Class 28 contains 121038 members 
Mstep: Class 29 contains 13915 members 
Mstep: Class 30 contains 46609 members 
Mstep: Class 31 contains 30986 members 
Mstep: Class 32 contains 1216 members 
Mstep: Class 33 contains 5316 members 
Mstep: Class 34 contains 64574 members 
Mstep: Class 35 contains 30332 members 
Mstep: Class 36 contains 483744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111991344.000000 Penalty: 126742.460938
Iteration 431Q: 37 clusters Score -1.119913e+08 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 3455 members 
Mstep: Class 3 contains 8450 members 
Mstep: Class 4 contains 3223 members 
Mstep: Class 5 contains 20141 members 
Mstep: Class 6 contains 29648 members 
Mstep: Class 7 contains 19094 members 
Mstep: Class 8 contains 6522 members 
Mstep: Class 9 contains 56284 members 
Mstep: Class 10 contains 69677 members 
Mstep: Class 11 contains 5932 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14144 members 
Mstep: Class 14 contains 4777 members 
Mstep: Class 15 contains 7828 members 
Mstep: Class 16 contains 6143 members 
Mstep: Class 17 contains 153521 members 
Mstep: Class 18 contains 7444 members 
Mstep: Class 19 contains 40021 members 
Mstep: Class 20 contains 24060 members 
Mstep: Class 21 contains 5776 members 
Mstep: Class 22 contains 4039 members 
Mstep: Class 23 contains 79057 members 
Mstep: Class 24 contains 4624 members 
Mstep: Class 25 contains 5010 members 
Mstep: Class 26 contains 64300 members 
Mstep: Class 27 contains 4512 members 
Mstep: Class 28 contains 121045 members 
Mstep: Class 29 contains 13914 members 
Mstep: Class 30 contains 46632 members 
Mstep: Class 31 contains 31007 members 
Mstep: Class 32 contains 1216 members 
Mstep: Class 33 contains 5316 members 
Mstep: Class 34 contains 64567 members 
Mstep: Class 35 contains 30366 members 
Mstep: Class 36 contains 483636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111991448.000000 Penalty: 126742.460938
Iteration 432Q: 37 clusters Score -1.119914e+08 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 3455 members 
Mstep: Class 3 contains 8450 members 
Mstep: Class 4 contains 3223 members 
Mstep: Class 5 contains 20146 members 
Mstep: Class 6 contains 29656 members 
Mstep: Class 7 contains 19093 members 
Mstep: Class 8 contains 6523 members 
Mstep: Class 9 contains 56273 members 
Mstep: Class 10 contains 69675 members 
Mstep: Class 11 contains 5932 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14144 members 
Mstep: Class 14 contains 4777 members 
Mstep: Class 15 contains 7828 members 
Mstep: Class 16 contains 6143 members 
Mstep: Class 17 contains 153521 members 
Mstep: Class 18 contains 7444 members 
Mstep: Class 19 contains 40021 members 
Mstep: Class 20 contains 24061 members 
Mstep: Class 21 contains 5775 members 
Mstep: Class 22 contains 4039 members 
Mstep: Class 23 contains 79063 members 
Mstep: Class 24 contains 4624 members 
Mstep: Class 25 contains 5009 members 
Mstep: Class 26 contains 64301 members 
Mstep: Class 27 contains 4512 members 
Mstep: Class 28 contains 121048 members 
Mstep: Class 29 contains 13914 members 
Mstep: Class 30 contains 46659 members 
Mstep: Class 31 contains 31033 members 
Mstep: Class 32 contains 1216 members 
Mstep: Class 33 contains 5316 members 
Mstep: Class 34 contains 64557 members 
Mstep: Class 35 contains 30394 members 
Mstep: Class 36 contains 483557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111991256.000000 Penalty: 126742.460938
Iteration 433Q: 37 clusters Score -1.119913e+08 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 3455 members 
Mstep: Class 3 contains 8449 members 
Mstep: Class 4 contains 3223 members 
Mstep: Class 5 contains 20152 members 
Mstep: Class 6 contains 29667 members 
Mstep: Class 7 contains 19093 members 
Mstep: Class 8 contains 6522 members 
Mstep: Class 9 contains 56261 members 
Mstep: Class 10 contains 69673 members 
Mstep: Class 11 contains 5932 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14143 members 
Mstep: Class 14 contains 4777 members 
Mstep: Class 15 contains 7828 members 
Mstep: Class 16 contains 6143 members 
Mstep: Class 17 contains 153521 members 
Mstep: Class 18 contains 7444 members 
Mstep: Class 19 contains 40020 members 
Mstep: Class 20 contains 24061 members 
Mstep: Class 21 contains 5775 members 
Mstep: Class 22 contains 4038 members 
Mstep: Class 23 contains 79070 members 
Mstep: Class 24 contains 4624 members 
Mstep: Class 25 contains 5009 members 
Mstep: Class 26 contains 64308 members 
Mstep: Class 27 contains 4512 members 
Mstep: Class 28 contains 121052 members 
Mstep: Class 29 contains 13915 members 
Mstep: Class 30 contains 46676 members 
Mstep: Class 31 contains 31049 members 
Mstep: Class 32 contains 1216 members 
Mstep: Class 33 contains 5316 members 
Mstep: Class 34 contains 64551 members 
Mstep: Class 35 contains 30421 members 
Mstep: Class 36 contains 483485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111991296.000000 Penalty: 126742.460938
Iteration 434Q: 37 clusters Score -1.119913e+08 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 3455 members 
Mstep: Class 3 contains 8448 members 
Mstep: Class 4 contains 3222 members 
Mstep: Class 5 contains 20157 members 
Mstep: Class 6 contains 29687 members 
Mstep: Class 7 contains 19097 members 
Mstep: Class 8 contains 6521 members 
Mstep: Class 9 contains 56253 members 
Mstep: Class 10 contains 69676 members 
Mstep: Class 11 contains 5932 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14143 members 
Mstep: Class 14 contains 4777 members 
Mstep: Class 15 contains 7828 members 
Mstep: Class 16 contains 6143 members 
Mstep: Class 17 contains 153521 members 
Mstep: Class 18 contains 7444 members 
Mstep: Class 19 contains 40019 members 
Mstep: Class 20 contains 24066 members 
Mstep: Class 21 contains 5774 members 
Mstep: Class 22 contains 4037 members 
Mstep: Class 23 contains 79080 members 
Mstep: Class 24 contains 4624 members 
Mstep: Class 25 contains 5009 members 
Mstep: Class 26 contains 64308 members 
Mstep: Class 27 contains 4512 members 
Mstep: Class 28 contains 121059 members 
Mstep: Class 29 contains 13917 members 
Mstep: Class 30 contains 46685 members 
Mstep: Class 31 contains 31071 members 
Mstep: Class 32 contains 1216 members 
Mstep: Class 33 contains 5316 members 
Mstep: Class 34 contains 64540 members 
Mstep: Class 35 contains 30449 members 
Mstep: Class 36 contains 483397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111991304.000000 Penalty: 126742.460938
Iteration 435Q: 37 clusters Score -1.119913e+08 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 3455 members 
Mstep: Class 3 contains 8447 members 
Mstep: Class 4 contains 3222 members 
Mstep: Class 5 contains 20159 members 
Mstep: Class 6 contains 29717 members 
Mstep: Class 7 contains 19099 members 
Mstep: Class 8 contains 6520 members 
Mstep: Class 9 contains 56243 members 
Mstep: Class 10 contains 69674 members 
Mstep: Class 11 contains 5931 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14141 members 
Mstep: Class 14 contains 4777 members 
Mstep: Class 15 contains 7828 members 
Mstep: Class 16 contains 6143 members 
Mstep: Class 17 contains 153521 members 
Mstep: Class 18 contains 7444 members 
Mstep: Class 19 contains 40019 members 
Mstep: Class 20 contains 24068 members 
Mstep: Class 21 contains 5773 members 
Mstep: Class 22 contains 4037 members 
Mstep: Class 23 contains 79083 members 
Mstep: Class 24 contains 4624 members 
Mstep: Class 25 contains 5008 members 
Mstep: Class 26 contains 64309 members 
Mstep: Class 27 contains 4512 members 
Mstep: Class 28 contains 121065 members 
Mstep: Class 29 contains 13919 members 
Mstep: Class 30 contains 46688 members 
Mstep: Class 31 contains 31105 members 
Mstep: Class 32 contains 1216 members 
Mstep: Class 33 contains 5316 members 
Mstep: Class 34 contains 64532 members 
Mstep: Class 35 contains 30475 members 
Mstep: Class 36 contains 483315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111991232.000000 Penalty: 126742.460938
Iteration 436Q: 37 clusters Score -1.119912e+08 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 3455 members 
Mstep: Class 3 contains 8447 members 
Mstep: Class 4 contains 3222 members 
Mstep: Class 5 contains 20161 members 
Mstep: Class 6 contains 29743 members 
Mstep: Class 7 contains 19100 members 
Mstep: Class 8 contains 6520 members 
Mstep: Class 9 contains 56233 members 
Mstep: Class 10 contains 69672 members 
Mstep: Class 11 contains 5933 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14140 members 
Mstep: Class 14 contains 4777 members 
Mstep: Class 15 contains 7828 members 
Mstep: Class 16 contains 6143 members 
Mstep: Class 17 contains 153521 members 
Mstep: Class 18 contains 7444 members 
Mstep: Class 19 contains 40019 members 
Mstep: Class 20 contains 24069 members 
Mstep: Class 21 contains 5772 members 
Mstep: Class 22 contains 4037 members 
Mstep: Class 23 contains 79090 members 
Mstep: Class 24 contains 4624 members 
Mstep: Class 25 contains 5008 members 
Mstep: Class 26 contains 64307 members 
Mstep: Class 27 contains 4512 members 
Mstep: Class 28 contains 121071 members 
Mstep: Class 29 contains 13919 members 
Mstep: Class 30 contains 46699 members 
Mstep: Class 31 contains 31131 members 
Mstep: Class 32 contains 1216 members 
Mstep: Class 33 contains 5316 members 
Mstep: Class 34 contains 64521 members 
Mstep: Class 35 contains 30506 members 
Mstep: Class 36 contains 483230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111991160.000000 Penalty: 126742.460938
Iteration 437Q: 37 clusters Score -1.119912e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 3455 members 
Mstep: Class 3 contains 8447 members 
Mstep: Class 4 contains 3222 members 
Mstep: Class 5 contains 20161 members 
Mstep: Class 6 contains 29767 members 
Mstep: Class 7 contains 19101 members 
Mstep: Class 8 contains 6519 members 
Mstep: Class 9 contains 56227 members 
Mstep: Class 10 contains 69670 members 
Mstep: Class 11 contains 5933 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14139 members 
Mstep: Class 14 contains 4777 members 
Mstep: Class 15 contains 7828 members 
Mstep: Class 16 contains 6143 members 
Mstep: Class 17 contains 153521 members 
Mstep: Class 18 contains 7444 members 
Mstep: Class 19 contains 40019 members 
Mstep: Class 20 contains 24070 members 
Mstep: Class 21 contains 5770 members 
Mstep: Class 22 contains 4037 members 
Mstep: Class 23 contains 79096 members 
Mstep: Class 24 contains 4624 members 
Mstep: Class 25 contains 5009 members 
Mstep: Class 26 contains 64309 members 
Mstep: Class 27 contains 4512 members 
Mstep: Class 28 contains 121068 members 
Mstep: Class 29 contains 13919 members 
Mstep: Class 30 contains 46722 members 
Mstep: Class 31 contains 31155 members 
Mstep: Class 32 contains 1216 members 
Mstep: Class 33 contains 5316 members 
Mstep: Class 34 contains 64513 members 
Mstep: Class 35 contains 30527 members 
Mstep: Class 36 contains 483151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111991256.000000 Penalty: 126742.460938
Iteration 438Q: 37 clusters Score -1.119913e+08 nChanged 148
Entering ConstructFrom: 
Score: -111991256.000000 Penalty: 126742.460938
Entering ConstructFrom: 
Trying to split cluster 1 (8835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Entering Unmasked Estep 
Score: -719929.937500 Penalty: 2253.446045
	Iteration 0F: 2 clusters Score -719929.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -713072.625000 Penalty: 4506.892090
	Iteration 0F: 3 clusters Score -713072.6 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -715040.750000 Penalty: 4506.892090
	Iteration 1F: 3 clusters Score -715040.8 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -715338.125000 Penalty: 4506.892090
	Iteration 2F: 3 clusters Score -715338.1 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -715514.250000 Penalty: 4506.892090
	Iteration 3F: 3 clusters Score -715514.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -715639.500000 Penalty: 4506.892090
	Iteration 4Q: 3 clusters Score -715639.5 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -715750.625000 Penalty: 4506.892090
	Iteration 5Q: 3 clusters Score -715750.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -715849.562500 Penalty: 4506.892090
	Iteration 6Q: 3 clusters Score -715849.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -715944.312500 Penalty: 4506.892090
	Iteration 7Q: 3 clusters Score -715944.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -716042.937500 Penalty: 4506.892090
	Iteration 8Q: 3 clusters Score -716042.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -716161.375000 Penalty: 4506.892090
	Iteration 9Q: 3 clusters Score -716161.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -716311.875000 Penalty: 4506.892090
	Iteration 10Q: 3 clusters Score -716311.9 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -716514.250000 Penalty: 4506.892090
	Iteration 11Q: 3 clusters Score -716514.2 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -716763.000000 Penalty: 4506.892090
	Iteration 12Q: 3 clusters Score -716763 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -717032.562500 Penalty: 4506.892090
	Iteration 13Q: 3 clusters Score -717032.6 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -717332.437500 Penalty: 4506.892090
	Iteration 14Q: 3 clusters Score -717332.4 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -717588.875000 Penalty: 4506.892090
	Iteration 15Q: 3 clusters Score -717588.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -717773.125000 Penalty: 4506.892090
	Iteration 16Q: 3 clusters Score -717773.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -717877.625000 Penalty: 4506.892090
	Iteration 17Q: 3 clusters Score -717877.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -717945.437500 Penalty: 4506.892090
	Iteration 18Q: 3 clusters Score -717945.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -718004.000000 Penalty: 4506.892090
	Iteration 19Q: 3 clusters Score -718004 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -718046.687500 Penalty: 4506.892090
	Iteration 20F: 3 clusters Score -718046.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -718084.250000 Penalty: 4506.892090
	Iteration 21Q: 3 clusters Score -718084.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -718110.312500 Penalty: 4506.892090
	Iteration 22Q: 3 clusters Score -718110.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -718125.937500 Penalty: 4506.892090
	Iteration 23Q: 3 clusters Score -718125.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -718137.312500 Penalty: 4506.892090
	Iteration 24Q: 3 clusters Score -718137.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -718139.750000 Penalty: 4506.892090
	Iteration 25Q: 3 clusters Score -718139.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -718146.937500 Penalty: 4506.892090
	Iteration 26Q: 3 clusters Score -718146.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -718154.500000 Penalty: 4506.892090
	Iteration 27Q: 3 clusters Score -718154.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -718164.062500 Penalty: 4506.892090
	Iteration 28Q: 3 clusters Score -718164.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -718171.000000 Penalty: 4506.892090
	Iteration 29Q: 3 clusters Score -718171 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -718181.812500 Penalty: 4506.892090
	Iteration 30Q: 3 clusters Score -718181.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -718188.625000 Penalty: 4506.892090
	Iteration 31Q: 3 clusters Score -718188.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -718195.125000 Penalty: 4506.892090
	Iteration 32Q: 3 clusters Score -718195.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -718198.000000 Penalty: 4506.892090
	Iteration 33Q: 3 clusters Score -718198 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -718204.312500 Penalty: 4506.892090
	Iteration 34Q: 3 clusters Score -718204.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -718208.625000 Penalty: 4506.892090
	Iteration 35Q: 3 clusters Score -718208.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -718211.062500 Penalty: 4506.892090
	Iteration 36Q: 3 clusters Score -718211.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -718212.187500 Penalty: 4506.892090
	Iteration 37Q: 3 clusters Score -718212.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -718213.562500 Penalty: 4506.892090
	Iteration 38Q: 3 clusters Score -718213.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -718212.187500 Penalty: 4506.892090
	Iteration 39Q: 3 clusters Score -718212.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -718212.625000 Penalty: 4506.892090
	Iteration 40F: 3 clusters Score -718212.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Entering Unmasked Estep 
Score: -267655.062500 Penalty: 2020.599121
	Iteration 0F: 2 clusters Score -267655.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -264113.968750 Penalty: 4041.198242
	Iteration 0F: 3 clusters Score -264114 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -264821.468750 Penalty: 4041.198242
	Iteration 1F: 3 clusters Score -264821.5 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -264998.562500 Penalty: 4041.198242
	Iteration 2F: 3 clusters Score -264998.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -265095.281250 Penalty: 4041.198242
	Iteration 3Q: 3 clusters Score -265095.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -265153.593750 Penalty: 4041.198242
	Iteration 4Q: 3 clusters Score -265153.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -265200.468750 Penalty: 4041.198242
	Iteration 5Q: 3 clusters Score -265200.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -265232.125000 Penalty: 4041.198242
	Iteration 6Q: 3 clusters Score -265232.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -265254.031250 Penalty: 4041.198242
	Iteration 7Q: 3 clusters Score -265254 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -265280.593750 Penalty: 4041.198242
	Iteration 8Q: 3 clusters Score -265280.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -265308.875000 Penalty: 4041.198242
	Iteration 9Q: 3 clusters Score -265308.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -265339.968750 Penalty: 4041.198242
	Iteration 10Q: 3 clusters Score -265340 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -265366.093750 Penalty: 4041.198242
	Iteration 11Q: 3 clusters Score -265366.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -265385.531250 Penalty: 4041.198242
	Iteration 12Q: 3 clusters Score -265385.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -265393.781250 Penalty: 4041.198242
	Iteration 13Q: 3 clusters Score -265393.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -265400.375000 Penalty: 4041.198242
	Iteration 14Q: 3 clusters Score -265400.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -265402.218750 Penalty: 4041.198242
	Iteration 15Q: 3 clusters Score -265402.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -265404.187500 Penalty: 4041.198242
	Iteration 16Q: 3 clusters Score -265404.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -265406.125000 Penalty: 4041.198242
	Iteration 17Q: 3 clusters Score -265406.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -265408.031250 Penalty: 4041.198242
	Iteration 18Q: 3 clusters Score -265408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -265409.500000 Penalty: 4041.198242
	Iteration 19Q: 3 clusters Score -265409.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -265413.343750 Penalty: 4041.198242
	Iteration 20F: 3 clusters Score -265413.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -265418.312500 Penalty: 4041.198242
	Iteration 21Q: 3 clusters Score -265418.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -265421.750000 Penalty: 4041.198242
	Iteration 22Q: 3 clusters Score -265421.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -265424.968750 Penalty: 4041.198242
	Iteration 23Q: 3 clusters Score -265425 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -265428.125000 Penalty: 4041.198242
	Iteration 24Q: 3 clusters Score -265428.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -265429.343750 Penalty: 4041.198242
	Iteration 25Q: 3 clusters Score -265429.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -265431.062500 Penalty: 4041.198242
	Iteration 26Q: 3 clusters Score -265431.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -265432.968750 Penalty: 4041.198242
	Iteration 27Q: 3 clusters Score -265433 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -265434.531250 Penalty: 4041.198242
	Iteration 28Q: 3 clusters Score -265434.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -265435.312500 Penalty: 4041.198242
	Iteration 29Q: 3 clusters Score -265435.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -265437.125000 Penalty: 4041.198242
	Iteration 30Q: 3 clusters Score -265437.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -265438.750000 Penalty: 4041.198242
	Iteration 31Q: 3 clusters Score -265438.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -265440.906250 Penalty: 4041.198242
	Iteration 32Q: 3 clusters Score -265440.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -265442.781250 Penalty: 4041.198242
	Iteration 33Q: 3 clusters Score -265442.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -265446.437500 Penalty: 4041.198242
	Iteration 34Q: 3 clusters Score -265446.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -265449.406250 Penalty: 4041.198242
	Iteration 35Q: 3 clusters Score -265449.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -265450.000000 Penalty: 4041.198242
	Iteration 36Q: 3 clusters Score -265450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -265450.000000 Penalty: 4041.198242
	Iteration 37Q: 3 clusters Score -265450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -265450.000000 Penalty: 4041.198242
	Iteration 38F: 3 clusters Score -265450 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Entering Unmasked Estep 
Score: -637960.125000 Penalty: 2242.308594
	Iteration 0F: 2 clusters Score -637960.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -631277.125000 Penalty: 4484.617188
	Iteration 0F: 3 clusters Score -631277.1 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -633180.187500 Penalty: 4484.617188
	Iteration 1F: 3 clusters Score -633180.2 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -633523.375000 Penalty: 4484.617188
	Iteration 2F: 3 clusters Score -633523.4 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -633849.687500 Penalty: 4484.617188
	Iteration 3F: 3 clusters Score -633849.7 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -634208.562500 Penalty: 4484.617188
	Iteration 4F: 3 clusters Score -634208.6 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -634617.812500 Penalty: 4484.617188
	Iteration 5F: 3 clusters Score -634617.8 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -635010.562500 Penalty: 4484.617188
	Iteration 6F: 3 clusters Score -635010.6 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -635320.500000 Penalty: 4484.617188
	Iteration 7F: 3 clusters Score -635320.5 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -635553.062500 Penalty: 4484.617188
	Iteration 8Q: 3 clusters Score -635553.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -635722.187500 Penalty: 4484.617188
	Iteration 9Q: 3 clusters Score -635722.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -635847.375000 Penalty: 4484.617188
	Iteration 10Q: 3 clusters Score -635847.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -635964.062500 Penalty: 4484.617188
	Iteration 11Q: 3 clusters Score -635964.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -636087.437500 Penalty: 4484.617188
	Iteration 12Q: 3 clusters Score -636087.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -636246.875000 Penalty: 4484.617188
	Iteration 13Q: 3 clusters Score -636246.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -636402.500000 Penalty: 4484.617188
	Iteration 14Q: 3 clusters Score -636402.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -636523.125000 Penalty: 4484.617188
	Iteration 15Q: 3 clusters Score -636523.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -636606.375000 Penalty: 4484.617188
	Iteration 16Q: 3 clusters Score -636606.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -636677.187500 Penalty: 4484.617188
	Iteration 17Q: 3 clusters Score -636677.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -636733.500000 Penalty: 4484.617188
	Iteration 18Q: 3 clusters Score -636733.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -636778.500000 Penalty: 4484.617188
	Iteration 19Q: 3 clusters Score -636778.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -636816.625000 Penalty: 4484.617188
	Iteration 20F: 3 clusters Score -636816.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -636850.562500 Penalty: 4484.617188
	Iteration 21Q: 3 clusters Score -636850.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -636880.187500 Penalty: 4484.617188
	Iteration 22Q: 3 clusters Score -636880.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -636907.187500 Penalty: 4484.617188
	Iteration 23Q: 3 clusters Score -636907.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -636931.312500 Penalty: 4484.617188
	Iteration 24Q: 3 clusters Score -636931.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -636944.062500 Penalty: 4484.617188
	Iteration 25Q: 3 clusters Score -636944.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -636953.437500 Penalty: 4484.617188
	Iteration 26Q: 3 clusters Score -636953.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -636962.125000 Penalty: 4484.617188
	Iteration 27Q: 3 clusters Score -636962.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -636969.562500 Penalty: 4484.617188
	Iteration 28Q: 3 clusters Score -636969.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -636978.625000 Penalty: 4484.617188
	Iteration 29Q: 3 clusters Score -636978.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -636985.187500 Penalty: 4484.617188
	Iteration 30Q: 3 clusters Score -636985.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -636992.187500 Penalty: 4484.617188
	Iteration 31Q: 3 clusters Score -636992.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -636998.375000 Penalty: 4484.617188
	Iteration 32Q: 3 clusters Score -636998.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -637002.000000 Penalty: 4484.617188
	Iteration 33Q: 3 clusters Score -637002 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -637005.125000 Penalty: 4484.617188
	Iteration 34Q: 3 clusters Score -637005.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -637008.687500 Penalty: 4484.617188
	Iteration 35Q: 3 clusters Score -637008.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -637013.250000 Penalty: 4484.617188
	Iteration 36Q: 3 clusters Score -637013.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -637016.937500 Penalty: 4484.617188
	Iteration 37Q: 3 clusters Score -637016.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -637022.187500 Penalty: 4484.617188
	Iteration 38Q: 3 clusters Score -637022.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -637027.937500 Penalty: 4484.617188
	Iteration 39Q: 3 clusters Score -637027.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -637029.187500 Penalty: 4484.617188
	Iteration 40F: 3 clusters Score -637029.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -637032.312500 Penalty: 4484.617188
	Iteration 41Q: 3 clusters Score -637032.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -637032.187500 Penalty: 4484.617188
	Iteration 42Q: 3 clusters Score -637032.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -637031.937500 Penalty: 4484.617188
	Iteration 43Q: 3 clusters Score -637031.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -637033.562500 Penalty: 4484.617188
	Iteration 44Q: 3 clusters Score -637033.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -637033.000000 Penalty: 4484.617188
	Iteration 45Q: 3 clusters Score -637033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -637033.687500 Penalty: 4484.617188
	Iteration 46Q: 3 clusters Score -637033.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -637033.312500 Penalty: 4484.617188
	Iteration 47Q: 3 clusters Score -637033.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -637035.625000 Penalty: 4484.617188
	Iteration 48Q: 3 clusters Score -637035.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -637036.062500 Penalty: 4484.617188
	Iteration 49Q: 3 clusters Score -637036.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -637035.312500 Penalty: 4484.617188
	Iteration 50Q: 3 clusters Score -637035.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -637036.437500 Penalty: 4484.617188
	Iteration 51Q: 3 clusters Score -637036.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -637036.187500 Penalty: 4484.617188
	Iteration 52Q: 3 clusters Score -637036.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -637036.062500 Penalty: 4484.617188
	Iteration 53Q: 3 clusters Score -637036.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -637035.437500 Penalty: 4484.617188
	Iteration 54Q: 3 clusters Score -637035.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -637036.187500 Penalty: 4484.617188
	Iteration 55Q: 3 clusters Score -637036.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -637036.187500 Penalty: 4484.617188
	Iteration 56F: 3 clusters Score -637036.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Entering Unmasked Estep 
Score: -214911.578125 Penalty: 2003.283936
	Iteration 0F: 2 clusters Score -214911.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -211567.359375 Penalty: 4006.567871
	Iteration 0F: 3 clusters Score -211567.4 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -212287.031250 Penalty: 4006.567871
	Iteration 1F: 3 clusters Score -212287 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -212460.187500 Penalty: 4006.567871
	Iteration 2F: 3 clusters Score -212460.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -212577.187500 Penalty: 4006.567871
	Iteration 3Q: 3 clusters Score -212577.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -212674.234375 Penalty: 4006.567871
	Iteration 4Q: 3 clusters Score -212674.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -212776.421875 Penalty: 4006.567871
	Iteration 5Q: 3 clusters Score -212776.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -212866.796875 Penalty: 4006.567871
	Iteration 6Q: 3 clusters Score -212866.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -212930.890625 Penalty: 4006.567871
	Iteration 7Q: 3 clusters Score -212930.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -212975.203125 Penalty: 4006.567871
	Iteration 8Q: 3 clusters Score -212975.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -213009.859375 Penalty: 4006.567871
	Iteration 9Q: 3 clusters Score -213009.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -213041.203125 Penalty: 4006.567871
	Iteration 10Q: 3 clusters Score -213041.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -213077.359375 Penalty: 4006.567871
	Iteration 11Q: 3 clusters Score -213077.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -213110.968750 Penalty: 4006.567871
	Iteration 12Q: 3 clusters Score -213111 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -213148.828125 Penalty: 4006.567871
	Iteration 13Q: 3 clusters Score -213148.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -213183.328125 Penalty: 4006.567871
	Iteration 14Q: 3 clusters Score -213183.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -213210.296875 Penalty: 4006.567871
	Iteration 15Q: 3 clusters Score -213210.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -213229.515625 Penalty: 4006.567871
	Iteration 16Q: 3 clusters Score -213229.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -213239.281250 Penalty: 4006.567871
	Iteration 17Q: 3 clusters Score -213239.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -213246.671875 Penalty: 4006.567871
	Iteration 18Q: 3 clusters Score -213246.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -213255.218750 Penalty: 4006.567871
	Iteration 19Q: 3 clusters Score -213255.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -213261.828125 Penalty: 4006.567871
	Iteration 20F: 3 clusters Score -213261.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -213265.250000 Penalty: 4006.567871
	Iteration 21Q: 3 clusters Score -213265.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -213267.671875 Penalty: 4006.567871
	Iteration 22Q: 3 clusters Score -213267.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -213268.765625 Penalty: 4006.567871
	Iteration 23Q: 3 clusters Score -213268.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -213270.515625 Penalty: 4006.567871
	Iteration 24Q: 3 clusters Score -213270.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -213271.421875 Penalty: 4006.567871
	Iteration 25Q: 3 clusters Score -213271.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -213271.796875 Penalty: 4006.567871
	Iteration 26Q: 3 clusters Score -213271.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -213272.187500 Penalty: 4006.567871
	Iteration 27Q: 3 clusters Score -213272.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -213272.187500 Penalty: 4006.567871
	Iteration 28F: 3 clusters Score -213272.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (20161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20161 members 
Entering Unmasked Estep 
Score: -1653682.250000 Penalty: 2458.053467
	Iteration 0F: 2 clusters Score -1653682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -1639392.750000 Penalty: 4916.106934
	Iteration 0F: 3 clusters Score -1639393 nChanged 8912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -1644243.000000 Penalty: 4916.106934
	Iteration 1F: 3 clusters Score -1644243 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -1644944.875000 Penalty: 4916.106934
	Iteration 2F: 3 clusters Score -1644945 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -1645665.750000 Penalty: 4916.106934
	Iteration 3F: 3 clusters Score -1645666 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -1646393.375000 Penalty: 4916.106934
	Iteration 4F: 3 clusters Score -1646393 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -1647242.750000 Penalty: 4916.106934
	Iteration 5F: 3 clusters Score -1647243 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -1648275.125000 Penalty: 4916.106934
	Iteration 6F: 3 clusters Score -1648275 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -1649304.000000 Penalty: 4916.106934
	Iteration 7F: 3 clusters Score -1649304 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -1650250.375000 Penalty: 4916.106934
	Iteration 8F: 3 clusters Score -1650250 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 15357 members 
Entering Unmasked Estep 
Score: -1650967.375000 Penalty: 4916.106934
	Iteration 9Q: 3 clusters Score -1650967 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -1651417.250000 Penalty: 4916.106934
	Iteration 10Q: 3 clusters Score -1651417 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -1651677.250000 Penalty: 4916.106934
	Iteration 11Q: 3 clusters Score -1651677 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
Score: -1651826.000000 Penalty: 4916.106934
	Iteration 12Q: 3 clusters Score -1651826 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 16773 members 
Entering Unmasked Estep 
Score: -1651925.250000 Penalty: 4916.106934
	Iteration 13Q: 3 clusters Score -1651925 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 16995 members 
Entering Unmasked Estep 
Score: -1652020.875000 Penalty: 4916.106934
	Iteration 14Q: 3 clusters Score -1652021 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 17183 members 
Entering Unmasked Estep 
Score: -1652086.625000 Penalty: 4916.106934
	Iteration 15Q: 3 clusters Score -1652087 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 17325 members 
Entering Unmasked Estep 
Score: -1652121.375000 Penalty: 4916.106934
	Iteration 16Q: 3 clusters Score -1652121 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 17447 members 
Entering Unmasked Estep 
Score: -1652152.625000 Penalty: 4916.106934
	Iteration 17Q: 3 clusters Score -1652153 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 17567 members 
Entering Unmasked Estep 
Score: -1652194.375000 Penalty: 4916.106934
	Iteration 18Q: 3 clusters Score -1652194 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 17665 members 
Entering Unmasked Estep 
Score: -1652215.625000 Penalty: 4916.106934
	Iteration 19Q: 3 clusters Score -1652216 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 17759 members 
Entering Unmasked Estep 
Score: -1652249.250000 Penalty: 4916.106934
	Iteration 20F: 3 clusters Score -1652249 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 17849 members 
Entering Unmasked Estep 
Score: -1652282.000000 Penalty: 4916.106934
	Iteration 21Q: 3 clusters Score -1652282 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 17937 members 
Entering Unmasked Estep 
Score: -1652303.000000 Penalty: 4916.106934
	Iteration 22Q: 3 clusters Score -1652303 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 18003 members 
Entering Unmasked Estep 
Score: -1652321.500000 Penalty: 4916.106934
	Iteration 23Q: 3 clusters Score -1652322 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 18061 members 
Entering Unmasked Estep 
Score: -1652333.500000 Penalty: 4916.106934
	Iteration 24Q: 3 clusters Score -1652334 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
Score: -1652348.750000 Penalty: 4916.106934
	Iteration 25Q: 3 clusters Score -1652349 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 18149 members 
Entering Unmasked Estep 
Score: -1652362.625000 Penalty: 4916.106934
	Iteration 26Q: 3 clusters Score -1652363 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 18196 members 
Entering Unmasked Estep 
Score: -1652373.000000 Penalty: 4916.106934
	Iteration 27Q: 3 clusters Score -1652373 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 18236 members 
Entering Unmasked Estep 
Score: -1652383.750000 Penalty: 4916.106934
	Iteration 28Q: 3 clusters Score -1652384 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 18267 members 
Entering Unmasked Estep 
Score: -1652393.750000 Penalty: 4916.106934
	Iteration 29Q: 3 clusters Score -1652394 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 18295 members 
Entering Unmasked Estep 
Score: -1652402.500000 Penalty: 4916.106934
	Iteration 30Q: 3 clusters Score -1652402 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 18322 members 
Entering Unmasked Estep 
Score: -1652405.000000 Penalty: 4916.106934
	Iteration 31Q: 3 clusters Score -1652405 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 18341 members 
Entering Unmasked Estep 
Score: -1652419.125000 Penalty: 4916.106934
	Iteration 32Q: 3 clusters Score -1652419 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 18356 members 
Entering Unmasked Estep 
Score: -1652423.500000 Penalty: 4916.106934
	Iteration 33Q: 3 clusters Score -1652424 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 18368 members 
Entering Unmasked Estep 
Score: -1652426.250000 Penalty: 4916.106934
	Iteration 34Q: 3 clusters Score -1652426 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 18380 members 
Entering Unmasked Estep 
Score: -1652430.250000 Penalty: 4916.106934
	Iteration 35Q: 3 clusters Score -1652430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 18387 members 
Entering Unmasked Estep 
Score: -1652434.000000 Penalty: 4916.106934
	Iteration 36Q: 3 clusters Score -1652434 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 18396 members 
Entering Unmasked Estep 
Score: -1652430.250000 Penalty: 4916.106934
	Iteration 37Q: 3 clusters Score -1652430 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 18408 members 
Entering Unmasked Estep 
Score: -1652432.500000 Penalty: 4916.106934
	Iteration 38Q: 3 clusters Score -1652432 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 18418 members 
Entering Unmasked Estep 
Score: -1652435.875000 Penalty: 4916.106934
	Iteration 39Q: 3 clusters Score -1652436 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 18432 members 
Entering Unmasked Estep 
Score: -1652439.750000 Penalty: 4916.106934
	Iteration 40F: 3 clusters Score -1652440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 18441 members 
Entering Unmasked Estep 
Score: -1652439.875000 Penalty: 4916.106934
	Iteration 41Q: 3 clusters Score -1652440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 18445 members 
Entering Unmasked Estep 
Score: -1652438.750000 Penalty: 4916.106934
	Iteration 42Q: 3 clusters Score -1652439 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 18451 members 
Entering Unmasked Estep 
Score: -1652443.125000 Penalty: 4916.106934
	Iteration 43Q: 3 clusters Score -1652443 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 18458 members 
Entering Unmasked Estep 
Score: -1652444.375000 Penalty: 4916.106934
	Iteration 44Q: 3 clusters Score -1652444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 18461 members 
Entering Unmasked Estep 
Score: -1652447.375000 Penalty: 4916.106934
	Iteration 45Q: 3 clusters Score -1652447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 18461 members 
Entering Unmasked Estep 
Score: -1652446.125000 Penalty: 4916.106934
	Iteration 46Q: 3 clusters Score -1652446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 18461 members 
Entering Unmasked Estep 
Score: -1652446.125000 Penalty: 4916.106934
	Iteration 47F: 3 clusters Score -1652446 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (29796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29796 members 
Entering Unmasked Estep 
Score: -2444710.000000 Penalty: 2554.928223
	Iteration 0F: 2 clusters Score -2444710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -2424328.500000 Penalty: 5109.856445
	Iteration 0F: 3 clusters Score -2424328 nChanged 13425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -2431538.000000 Penalty: 5109.856445
	Iteration 1F: 3 clusters Score -2431538 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 15054 members 
Entering Unmasked Estep 
Score: -2431980.250000 Penalty: 5109.856445
	Iteration 2Q: 3 clusters Score -2431980 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -2432384.500000 Penalty: 5109.856445
	Iteration 3Q: 3 clusters Score -2432384 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 15431 members 
Entering Unmasked Estep 
Score: -2432766.250000 Penalty: 5109.856445
	Iteration 4Q: 3 clusters Score -2432766 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 15682 members 
Entering Unmasked Estep 
Score: -2433114.000000 Penalty: 5109.856445
	Iteration 5Q: 3 clusters Score -2433114 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 15982 members 
Entering Unmasked Estep 
Score: -2433454.500000 Penalty: 5109.856445
	Iteration 6Q: 3 clusters Score -2433454 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 16369 members 
Entering Unmasked Estep 
Score: -2433873.500000 Penalty: 5109.856445
	Iteration 7Q: 3 clusters Score -2433874 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 16799 members 
Entering Unmasked Estep 
Score: -2434376.500000 Penalty: 5109.856445
	Iteration 8Q: 3 clusters Score -2434376 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 17246 members 
Entering Unmasked Estep 
Score: -2434980.250000 Penalty: 5109.856445
	Iteration 9Q: 3 clusters Score -2434980 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 17707 members 
Entering Unmasked Estep 
Score: -2435780.500000 Penalty: 5109.856445
	Iteration 10Q: 3 clusters Score -2435780 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 18176 members 
Entering Unmasked Estep 
Score: -2436707.250000 Penalty: 5109.856445
	Iteration 11Q: 3 clusters Score -2436707 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 18594 members 
Entering Unmasked Estep 
Score: -2437640.500000 Penalty: 5109.856445
	Iteration 12Q: 3 clusters Score -2437640 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 18925 members 
Entering Unmasked Estep 
Score: -2438381.750000 Penalty: 5109.856445
	Iteration 13Q: 3 clusters Score -2438382 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 19182 members 
Entering Unmasked Estep 
Score: -2438814.500000 Penalty: 5109.856445
	Iteration 14Q: 3 clusters Score -2438814 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 19401 members 
Entering Unmasked Estep 
Score: -2439013.750000 Penalty: 5109.856445
	Iteration 15Q: 3 clusters Score -2439014 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 19570 members 
Entering Unmasked Estep 
Score: -2439108.500000 Penalty: 5109.856445
	Iteration 16Q: 3 clusters Score -2439108 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 19744 members 
Entering Unmasked Estep 
Score: -2439184.000000 Penalty: 5109.856445
	Iteration 17Q: 3 clusters Score -2439184 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 19922 members 
Entering Unmasked Estep 
Score: -2439249.000000 Penalty: 5109.856445
	Iteration 18Q: 3 clusters Score -2439249 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 20106 members 
Entering Unmasked Estep 
Score: -2439291.000000 Penalty: 5109.856445
	Iteration 19Q: 3 clusters Score -2439291 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 20261 members 
Entering Unmasked Estep 
Score: -2439329.250000 Penalty: 5109.856445
	Iteration 20F: 3 clusters Score -2439329 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 20411 members 
Entering Unmasked Estep 
Score: -2439385.000000 Penalty: 5109.856445
	Iteration 21Q: 3 clusters Score -2439385 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 20581 members 
Entering Unmasked Estep 
Score: -2439411.250000 Penalty: 5109.856445
	Iteration 22Q: 3 clusters Score -2439411 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 20742 members 
Entering Unmasked Estep 
Score: -2439449.750000 Penalty: 5109.856445
	Iteration 23Q: 3 clusters Score -2439450 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 20933 members 
Entering Unmasked Estep 
Score: -2439507.000000 Penalty: 5109.856445
	Iteration 24Q: 3 clusters Score -2439507 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 21132 members 
Entering Unmasked Estep 
Score: -2439567.750000 Penalty: 5109.856445
	Iteration 25Q: 3 clusters Score -2439568 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 21336 members 
Entering Unmasked Estep 
Score: -2439620.750000 Penalty: 5109.856445
	Iteration 26Q: 3 clusters Score -2439621 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 21553 members 
Entering Unmasked Estep 
Score: -2439672.250000 Penalty: 5109.856445
	Iteration 27Q: 3 clusters Score -2439672 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 21769 members 
Entering Unmasked Estep 
Score: -2439737.750000 Penalty: 5109.856445
	Iteration 28Q: 3 clusters Score -2439738 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 21989 members 
Entering Unmasked Estep 
Score: -2439798.500000 Penalty: 5109.856445
	Iteration 29Q: 3 clusters Score -2439798 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 22254 members 
Entering Unmasked Estep 
Score: -2439886.750000 Penalty: 5109.856445
	Iteration 30Q: 3 clusters Score -2439887 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 22519 members 
Entering Unmasked Estep 
Score: -2439963.500000 Penalty: 5109.856445
	Iteration 31Q: 3 clusters Score -2439964 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 22779 members 
Entering Unmasked Estep 
Score: -2440047.250000 Penalty: 5109.856445
	Iteration 32Q: 3 clusters Score -2440047 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 23048 members 
Entering Unmasked Estep 
Score: -2440116.250000 Penalty: 5109.856445
	Iteration 33Q: 3 clusters Score -2440116 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 23325 members 
Entering Unmasked Estep 
Score: -2440210.250000 Penalty: 5109.856445
	Iteration 34Q: 3 clusters Score -2440210 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 23575 members 
Entering Unmasked Estep 
Score: -2440280.000000 Penalty: 5109.856445
	Iteration 35Q: 3 clusters Score -2440280 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 23815 members 
Entering Unmasked Estep 
Score: -2440352.250000 Penalty: 5109.856445
	Iteration 36Q: 3 clusters Score -2440352 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 24060 members 
Entering Unmasked Estep 
Score: -2440422.250000 Penalty: 5109.856445
	Iteration 37Q: 3 clusters Score -2440422 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 24336 members 
Entering Unmasked Estep 
Score: -2440499.000000 Penalty: 5109.856445
	Iteration 38Q: 3 clusters Score -2440499 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 24615 members 
Entering Unmasked Estep 
Score: -2440592.750000 Penalty: 5109.856445
	Iteration 39Q: 3 clusters Score -2440593 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 24885 members 
Entering Unmasked Estep 
Score: -2440677.500000 Penalty: 5109.856445
	Iteration 40F: 3 clusters Score -2440678 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 25162 members 
Entering Unmasked Estep 
Score: -2440768.500000 Penalty: 5109.856445
	Iteration 41Q: 3 clusters Score -2440768 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 25434 members 
Entering Unmasked Estep 
Score: -2440871.000000 Penalty: 5109.856445
	Iteration 42Q: 3 clusters Score -2440871 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 25713 members 
Entering Unmasked Estep 
Score: -2440959.500000 Penalty: 5109.856445
	Iteration 43Q: 3 clusters Score -2440960 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 25993 members 
Entering Unmasked Estep 
Score: -2441065.500000 Penalty: 5109.856445
	Iteration 44Q: 3 clusters Score -2441066 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 26250 members 
Entering Unmasked Estep 
Score: -2441155.750000 Penalty: 5109.856445
	Iteration 45Q: 3 clusters Score -2441156 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 26511 members 
Entering Unmasked Estep 
Score: -2441266.500000 Penalty: 5109.856445
	Iteration 46Q: 3 clusters Score -2441266 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 26800 members 
Entering Unmasked Estep 
Score: -2441397.750000 Penalty: 5109.856445
	Iteration 47Q: 3 clusters Score -2441398 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 27081 members 
Entering Unmasked Estep 
Score: -2441521.500000 Penalty: 5109.856445
	Iteration 48Q: 3 clusters Score -2441522 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 27336 members 
Entering Unmasked Estep 
Score: -2441628.250000 Penalty: 5109.856445
	Iteration 49Q: 3 clusters Score -2441628 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 27572 members 
Entering Unmasked Estep 
Score: -2441725.500000 Penalty: 5109.856445
	Iteration 50Q: 3 clusters Score -2441726 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 27804 members 
Entering Unmasked Estep 
Score: -2441849.500000 Penalty: 5109.856445
	Iteration 51Q: 3 clusters Score -2441850 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 28012 members 
Entering Unmasked Estep 
Score: -2441946.750000 Penalty: 5109.856445
	Iteration 52Q: 3 clusters Score -2441947 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 28182 members 
Entering Unmasked Estep 
Score: -2442038.250000 Penalty: 5109.856445
	Iteration 53Q: 3 clusters Score -2442038 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 28325 members 
Entering Unmasked Estep 
Score: -2442098.000000 Penalty: 5109.856445
	Iteration 54Q: 3 clusters Score -2442098 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 28459 members 
Entering Unmasked Estep 
Score: -2442170.000000 Penalty: 5109.856445
	Iteration 55Q: 3 clusters Score -2442170 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 28582 members 
Entering Unmasked Estep 
Score: -2442250.500000 Penalty: 5109.856445
	Iteration 56Q: 3 clusters Score -2442250 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 28681 members 
Entering Unmasked Estep 
Score: -2442306.000000 Penalty: 5109.856445
	Iteration 57Q: 3 clusters Score -2442306 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 28750 members 
Entering Unmasked Estep 
Score: -2442347.500000 Penalty: 5109.856445
	Iteration 58Q: 3 clusters Score -2442348 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 28807 members 
Entering Unmasked Estep 
Score: -2442377.000000 Penalty: 5109.856445
	Iteration 59Q: 3 clusters Score -2442377 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 28841 members 
Entering Unmasked Estep 
Score: -2442392.000000 Penalty: 5109.856445
	Iteration 60F: 3 clusters Score -2442392 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 28860 members 
Entering Unmasked Estep 
Score: -2442405.750000 Penalty: 5109.856445
	Iteration 61Q: 3 clusters Score -2442406 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 28876 members 
Entering Unmasked Estep 
Score: -2442418.500000 Penalty: 5109.856445
	Iteration 62Q: 3 clusters Score -2442418 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 28900 members 
Entering Unmasked Estep 
Score: -2442436.750000 Penalty: 5109.856445
	Iteration 63Q: 3 clusters Score -2442437 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 28919 members 
Entering Unmasked Estep 
Score: -2442440.250000 Penalty: 5109.856445
	Iteration 64Q: 3 clusters Score -2442440 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 28936 members 
Entering Unmasked Estep 
Score: -2442451.000000 Penalty: 5109.856445
	Iteration 65Q: 3 clusters Score -2442451 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 28946 members 
Entering Unmasked Estep 
Score: -2442456.000000 Penalty: 5109.856445
	Iteration 66Q: 3 clusters Score -2442456 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 28958 members 
Entering Unmasked Estep 
Score: -2442461.000000 Penalty: 5109.856445
	Iteration 67Q: 3 clusters Score -2442461 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 28969 members 
Entering Unmasked Estep 
Score: -2442467.500000 Penalty: 5109.856445
	Iteration 68Q: 3 clusters Score -2442468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 28976 members 
Entering Unmasked Estep 
Score: -2442470.750000 Penalty: 5109.856445
	Iteration 69Q: 3 clusters Score -2442471 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 28982 members 
Entering Unmasked Estep 
Score: -2442475.500000 Penalty: 5109.856445
	Iteration 70Q: 3 clusters Score -2442476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 28991 members 
Entering Unmasked Estep 
Score: -2442477.500000 Penalty: 5109.856445
	Iteration 71Q: 3 clusters Score -2442478 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 28998 members 
Entering Unmasked Estep 
Score: -2442486.500000 Penalty: 5109.856445
	Iteration 72Q: 3 clusters Score -2442486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 29003 members 
Entering Unmasked Estep 
Score: -2442484.250000 Penalty: 5109.856445
	Iteration 73Q: 3 clusters Score -2442484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 29009 members 
Entering Unmasked Estep 
Score: -2442484.250000 Penalty: 5109.856445
	Iteration 74Q: 3 clusters Score -2442484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 29014 members 
Entering Unmasked Estep 
Score: -2442487.750000 Penalty: 5109.856445
	Iteration 75Q: 3 clusters Score -2442488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 29017 members 
Entering Unmasked Estep 
Score: -2442489.500000 Penalty: 5109.856445
	Iteration 76Q: 3 clusters Score -2442490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 29018 members 
Entering Unmasked Estep 
Score: -2442489.250000 Penalty: 5109.856445
	Iteration 77Q: 3 clusters Score -2442489 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 29019 members 
Entering Unmasked Estep 
Score: -2442486.750000 Penalty: 5109.856445
	Iteration 78Q: 3 clusters Score -2442487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 29020 members 
Entering Unmasked Estep 
Score: -2442488.000000 Penalty: 5109.856445
	Iteration 79Q: 3 clusters Score -2442488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 29020 members 
Entering Unmasked Estep 
Score: -2442488.000000 Penalty: 5109.856445
	Iteration 80F: 3 clusters Score -2442488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (19102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19102 members 
Entering Unmasked Estep 
Score: -1333862.500000 Penalty: 2444.672119
	Iteration 0F: 2 clusters Score -1333862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -1320520.250000 Penalty: 4889.344238
	Iteration 0F: 3 clusters Score -1320520 nChanged 8320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -1325278.875000 Penalty: 4889.344238
	Iteration 1F: 3 clusters Score -1325279 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -1326216.250000 Penalty: 4889.344238
	Iteration 2F: 3 clusters Score -1326216 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -1327254.375000 Penalty: 4889.344238
	Iteration 3F: 3 clusters Score -1327254 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -1328305.250000 Penalty: 4889.344238
	Iteration 4F: 3 clusters Score -1328305 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -1329111.125000 Penalty: 4889.344238
	Iteration 5F: 3 clusters Score -1329111 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -1329641.125000 Penalty: 4889.344238
	Iteration 6F: 3 clusters Score -1329641 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -1329949.125000 Penalty: 4889.344238
	Iteration 7Q: 3 clusters Score -1329949 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -1330168.750000 Penalty: 4889.344238
	Iteration 8Q: 3 clusters Score -1330169 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -1330371.875000 Penalty: 4889.344238
	Iteration 9Q: 3 clusters Score -1330372 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -1330573.875000 Penalty: 4889.344238
	Iteration 10Q: 3 clusters Score -1330574 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -1330761.750000 Penalty: 4889.344238
	Iteration 11Q: 3 clusters Score -1330762 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -1330906.375000 Penalty: 4889.344238
	Iteration 12Q: 3 clusters Score -1330906 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -1331019.500000 Penalty: 4889.344238
	Iteration 13Q: 3 clusters Score -1331020 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -1331103.375000 Penalty: 4889.344238
	Iteration 14Q: 3 clusters Score -1331103 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -1331183.500000 Penalty: 4889.344238
	Iteration 15Q: 3 clusters Score -1331184 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -1331247.000000 Penalty: 4889.344238
	Iteration 16Q: 3 clusters Score -1331247 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -1331302.875000 Penalty: 4889.344238
	Iteration 17Q: 3 clusters Score -1331303 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 14647 members 
Entering Unmasked Estep 
Score: -1331355.750000 Penalty: 4889.344238
	Iteration 18Q: 3 clusters Score -1331356 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -1331400.375000 Penalty: 4889.344238
	Iteration 19Q: 3 clusters Score -1331400 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -1331444.750000 Penalty: 4889.344238
	Iteration 20F: 3 clusters Score -1331445 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -1331496.000000 Penalty: 4889.344238
	Iteration 21Q: 3 clusters Score -1331496 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -1331547.000000 Penalty: 4889.344238
	Iteration 22Q: 3 clusters Score -1331547 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -1331599.000000 Penalty: 4889.344238
	Iteration 23Q: 3 clusters Score -1331599 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 15501 members 
Entering Unmasked Estep 
Score: -1331650.625000 Penalty: 4889.344238
	Iteration 24Q: 3 clusters Score -1331651 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -1331696.250000 Penalty: 4889.344238
	Iteration 25Q: 3 clusters Score -1331696 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -1331761.250000 Penalty: 4889.344238
	Iteration 26Q: 3 clusters Score -1331761 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 15903 members 
Entering Unmasked Estep 
Score: -1331822.250000 Penalty: 4889.344238
	Iteration 27Q: 3 clusters Score -1331822 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 16054 members 
Entering Unmasked Estep 
Score: -1331918.250000 Penalty: 4889.344238
	Iteration 28Q: 3 clusters Score -1331918 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -1332036.625000 Penalty: 4889.344238
	Iteration 29Q: 3 clusters Score -1332037 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 16376 members 
Entering Unmasked Estep 
Score: -1332165.875000 Penalty: 4889.344238
	Iteration 30Q: 3 clusters Score -1332166 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 16519 members 
Entering Unmasked Estep 
Score: -1332281.500000 Penalty: 4889.344238
	Iteration 31Q: 3 clusters Score -1332282 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 16631 members 
Entering Unmasked Estep 
Score: -1332365.125000 Penalty: 4889.344238
	Iteration 32Q: 3 clusters Score -1332365 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 16735 members 
Entering Unmasked Estep 
Score: -1332424.375000 Penalty: 4889.344238
	Iteration 33Q: 3 clusters Score -1332424 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 16823 members 
Entering Unmasked Estep 
Score: -1332477.125000 Penalty: 4889.344238
	Iteration 34Q: 3 clusters Score -1332477 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 16902 members 
Entering Unmasked Estep 
Score: -1332525.500000 Penalty: 4889.344238
	Iteration 35Q: 3 clusters Score -1332526 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 16961 members 
Entering Unmasked Estep 
Score: -1332570.250000 Penalty: 4889.344238
	Iteration 36Q: 3 clusters Score -1332570 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 17025 members 
Entering Unmasked Estep 
Score: -1332596.625000 Penalty: 4889.344238
	Iteration 37Q: 3 clusters Score -1332597 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -1332626.500000 Penalty: 4889.344238
	Iteration 38Q: 3 clusters Score -1332626 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 17160 members 
Entering Unmasked Estep 
Score: -1332652.375000 Penalty: 4889.344238
	Iteration 39Q: 3 clusters Score -1332652 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 17221 members 
Entering Unmasked Estep 
Score: -1332678.625000 Penalty: 4889.344238
	Iteration 40F: 3 clusters Score -1332679 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
Score: -1332698.500000 Penalty: 4889.344238
	Iteration 41Q: 3 clusters Score -1332698 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -1332720.500000 Penalty: 4889.344238
	Iteration 42Q: 3 clusters Score -1332720 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 17357 members 
Entering Unmasked Estep 
Score: -1332740.000000 Penalty: 4889.344238
	Iteration 43Q: 3 clusters Score -1332740 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 17397 members 
Entering Unmasked Estep 
Score: -1332756.250000 Penalty: 4889.344238
	Iteration 44Q: 3 clusters Score -1332756 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 17434 members 
Entering Unmasked Estep 
Score: -1332782.875000 Penalty: 4889.344238
	Iteration 45Q: 3 clusters Score -1332783 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 17477 members 
Entering Unmasked Estep 
Score: -1332814.250000 Penalty: 4889.344238
	Iteration 46Q: 3 clusters Score -1332814 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 17523 members 
Entering Unmasked Estep 
Score: -1332837.375000 Penalty: 4889.344238
	Iteration 47Q: 3 clusters Score -1332837 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 17559 members 
Entering Unmasked Estep 
Score: -1332858.375000 Penalty: 4889.344238
	Iteration 48Q: 3 clusters Score -1332858 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 17596 members 
Entering Unmasked Estep 
Score: -1332878.625000 Penalty: 4889.344238
	Iteration 49Q: 3 clusters Score -1332879 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 17637 members 
Entering Unmasked Estep 
Score: -1332911.750000 Penalty: 4889.344238
	Iteration 50Q: 3 clusters Score -1332912 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 17680 members 
Entering Unmasked Estep 
Score: -1332940.250000 Penalty: 4889.344238
	Iteration 51Q: 3 clusters Score -1332940 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 17728 members 
Entering Unmasked Estep 
Score: -1332968.750000 Penalty: 4889.344238
	Iteration 52Q: 3 clusters Score -1332969 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 17760 members 
Entering Unmasked Estep 
Score: -1333003.625000 Penalty: 4889.344238
	Iteration 53Q: 3 clusters Score -1333004 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 17798 members 
Entering Unmasked Estep 
Score: -1333066.125000 Penalty: 4889.344238
	Iteration 54Q: 3 clusters Score -1333066 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 17831 members 
Entering Unmasked Estep 
Score: -1333127.125000 Penalty: 4889.344238
	Iteration 55Q: 3 clusters Score -1333127 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 17864 members 
Entering Unmasked Estep 
Score: -1333168.000000 Penalty: 4889.344238
	Iteration 56Q: 3 clusters Score -1333168 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 17893 members 
Entering Unmasked Estep 
Score: -1333188.750000 Penalty: 4889.344238
	Iteration 57Q: 3 clusters Score -1333189 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 17917 members 
Entering Unmasked Estep 
Score: -1333213.125000 Penalty: 4889.344238
	Iteration 58Q: 3 clusters Score -1333213 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 17932 members 
Entering Unmasked Estep 
Score: -1333225.000000 Penalty: 4889.344238
	Iteration 59Q: 3 clusters Score -1333225 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 17943 members 
Entering Unmasked Estep 
Score: -1333237.000000 Penalty: 4889.344238
	Iteration 60F: 3 clusters Score -1333237 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 17958 members 
Entering Unmasked Estep 
Score: -1333248.375000 Penalty: 4889.344238
	Iteration 61Q: 3 clusters Score -1333248 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 17969 members 
Entering Unmasked Estep 
Score: -1333256.250000 Penalty: 4889.344238
	Iteration 62Q: 3 clusters Score -1333256 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 17976 members 
Entering Unmasked Estep 
Score: -1333262.875000 Penalty: 4889.344238
	Iteration 63Q: 3 clusters Score -1333263 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 17982 members 
Entering Unmasked Estep 
Score: -1333269.500000 Penalty: 4889.344238
	Iteration 64Q: 3 clusters Score -1333270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 17988 members 
Entering Unmasked Estep 
Score: -1333272.250000 Penalty: 4889.344238
	Iteration 65Q: 3 clusters Score -1333272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 17992 members 
Entering Unmasked Estep 
Score: -1333274.625000 Penalty: 4889.344238
	Iteration 66Q: 3 clusters Score -1333275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 17994 members 
Entering Unmasked Estep 
Score: -1333280.125000 Penalty: 4889.344238
	Iteration 67Q: 3 clusters Score -1333280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 17997 members 
Entering Unmasked Estep 
Score: -1333281.125000 Penalty: 4889.344238
	Iteration 68Q: 3 clusters Score -1333281 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -1333283.625000 Penalty: 4889.344238
	Iteration 69Q: 3 clusters Score -1333284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 18005 members 
Entering Unmasked Estep 
Score: -1333288.625000 Penalty: 4889.344238
	Iteration 70Q: 3 clusters Score -1333289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 18006 members 
Entering Unmasked Estep 
Score: -1333291.125000 Penalty: 4889.344238
	Iteration 71Q: 3 clusters Score -1333291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 18010 members 
Entering Unmasked Estep 
Score: -1333292.000000 Penalty: 4889.344238
	Iteration 72Q: 3 clusters Score -1333292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 18013 members 
Entering Unmasked Estep 
Score: -1333293.375000 Penalty: 4889.344238
	Iteration 73Q: 3 clusters Score -1333293 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 18020 members 
Entering Unmasked Estep 
Score: -1333298.000000 Penalty: 4889.344238
	Iteration 74Q: 3 clusters Score -1333298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 18023 members 
Entering Unmasked Estep 
Score: -1333298.125000 Penalty: 4889.344238
	Iteration 75Q: 3 clusters Score -1333298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 18023 members 
Entering Unmasked Estep 
Score: -1333298.125000 Penalty: 4889.344238
	Iteration 76F: 3 clusters Score -1333298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Entering Unmasked Estep 
Score: -512139.093750 Penalty: 2178.092285
	Iteration 0F: 2 clusters Score -512139.1 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 3225 members 
Entering Unmasked Estep 
Score: -506656.281250 Penalty: 4356.184570
	Iteration 0F: 3 clusters Score -506656.3 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -508187.656250 Penalty: 4356.184570
	Iteration 1F: 3 clusters Score -508187.7 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -508477.375000 Penalty: 4356.184570
	Iteration 2F: 3 clusters Score -508477.4 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -508659.437500 Penalty: 4356.184570
	Iteration 3F: 3 clusters Score -508659.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -508778.781250 Penalty: 4356.184570
	Iteration 4Q: 3 clusters Score -508778.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -508877.312500 Penalty: 4356.184570
	Iteration 5Q: 3 clusters Score -508877.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -508961.718750 Penalty: 4356.184570
	Iteration 6Q: 3 clusters Score -508961.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -509051.968750 Penalty: 4356.184570
	Iteration 7Q: 3 clusters Score -509052 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -509134.406250 Penalty: 4356.184570
	Iteration 8Q: 3 clusters Score -509134.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -509219.875000 Penalty: 4356.184570
	Iteration 9Q: 3 clusters Score -509219.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -509308.093750 Penalty: 4356.184570
	Iteration 10Q: 3 clusters Score -509308.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -509389.875000 Penalty: 4356.184570
	Iteration 11Q: 3 clusters Score -509389.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -509457.875000 Penalty: 4356.184570
	Iteration 12Q: 3 clusters Score -509457.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -509527.093750 Penalty: 4356.184570
	Iteration 13Q: 3 clusters Score -509527.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -509586.406250 Penalty: 4356.184570
	Iteration 14Q: 3 clusters Score -509586.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -509635.843750 Penalty: 4356.184570
	Iteration 15Q: 3 clusters Score -509635.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -509688.468750 Penalty: 4356.184570
	Iteration 16Q: 3 clusters Score -509688.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -509735.000000 Penalty: 4356.184570
	Iteration 17Q: 3 clusters Score -509735 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -509777.906250 Penalty: 4356.184570
	Iteration 18Q: 3 clusters Score -509777.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -509811.875000 Penalty: 4356.184570
	Iteration 19Q: 3 clusters Score -509811.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -509847.718750 Penalty: 4356.184570
	Iteration 20F: 3 clusters Score -509847.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -509876.906250 Penalty: 4356.184570
	Iteration 21Q: 3 clusters Score -509876.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -509899.625000 Penalty: 4356.184570
	Iteration 22Q: 3 clusters Score -509899.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -509922.843750 Penalty: 4356.184570
	Iteration 23Q: 3 clusters Score -509922.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -509954.656250 Penalty: 4356.184570
	Iteration 24Q: 3 clusters Score -509954.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -509976.781250 Penalty: 4356.184570
	Iteration 25Q: 3 clusters Score -509976.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -510001.406250 Penalty: 4356.184570
	Iteration 26Q: 3 clusters Score -510001.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -510035.250000 Penalty: 4356.184570
	Iteration 27Q: 3 clusters Score -510035.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -510063.718750 Penalty: 4356.184570
	Iteration 28Q: 3 clusters Score -510063.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -510082.843750 Penalty: 4356.184570
	Iteration 29Q: 3 clusters Score -510082.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -510095.781250 Penalty: 4356.184570
	Iteration 30Q: 3 clusters Score -510095.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -510107.812500 Penalty: 4356.184570
	Iteration 31Q: 3 clusters Score -510107.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -510117.843750 Penalty: 4356.184570
	Iteration 32Q: 3 clusters Score -510117.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -510125.437500 Penalty: 4356.184570
	Iteration 33Q: 3 clusters Score -510125.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -510131.718750 Penalty: 4356.184570
	Iteration 34Q: 3 clusters Score -510131.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -510142.625000 Penalty: 4356.184570
	Iteration 35Q: 3 clusters Score -510142.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -510152.531250 Penalty: 4356.184570
	Iteration 36Q: 3 clusters Score -510152.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -510165.156250 Penalty: 4356.184570
	Iteration 37Q: 3 clusters Score -510165.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -510177.218750 Penalty: 4356.184570
	Iteration 38Q: 3 clusters Score -510177.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -510181.687500 Penalty: 4356.184570
	Iteration 39Q: 3 clusters Score -510181.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -510189.531250 Penalty: 4356.184570
	Iteration 40F: 3 clusters Score -510189.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -510198.750000 Penalty: 4356.184570
	Iteration 41Q: 3 clusters Score -510198.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -510211.406250 Penalty: 4356.184570
	Iteration 42Q: 3 clusters Score -510211.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -510224.500000 Penalty: 4356.184570
	Iteration 43Q: 3 clusters Score -510224.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -510240.875000 Penalty: 4356.184570
	Iteration 44Q: 3 clusters Score -510240.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -510260.062500 Penalty: 4356.184570
	Iteration 45Q: 3 clusters Score -510260.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -510277.625000 Penalty: 4356.184570
	Iteration 46Q: 3 clusters Score -510277.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -510288.687500 Penalty: 4356.184570
	Iteration 47Q: 3 clusters Score -510288.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -510305.687500 Penalty: 4356.184570
	Iteration 48Q: 3 clusters Score -510305.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -510328.750000 Penalty: 4356.184570
	Iteration 49Q: 3 clusters Score -510328.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -510356.000000 Penalty: 4356.184570
	Iteration 50Q: 3 clusters Score -510356 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -510365.375000 Penalty: 4356.184570
	Iteration 51Q: 3 clusters Score -510365.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -510371.375000 Penalty: 4356.184570
	Iteration 52Q: 3 clusters Score -510371.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -510382.093750 Penalty: 4356.184570
	Iteration 53Q: 3 clusters Score -510382.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -510388.250000 Penalty: 4356.184570
	Iteration 54Q: 3 clusters Score -510388.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -510394.031250 Penalty: 4356.184570
	Iteration 55Q: 3 clusters Score -510394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -510399.656250 Penalty: 4356.184570
	Iteration 56Q: 3 clusters Score -510399.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -510404.343750 Penalty: 4356.184570
	Iteration 57Q: 3 clusters Score -510404.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -510407.656250 Penalty: 4356.184570
	Iteration 58Q: 3 clusters Score -510407.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -510408.718750 Penalty: 4356.184570
	Iteration 59Q: 3 clusters Score -510408.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -510408.562500 Penalty: 4356.184570
	Iteration 60F: 3 clusters Score -510408.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -510411.031250 Penalty: 4356.184570
	Iteration 61Q: 3 clusters Score -510411 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -510413.500000 Penalty: 4356.184570
	Iteration 62Q: 3 clusters Score -510413.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -510415.718750 Penalty: 4356.184570
	Iteration 63Q: 3 clusters Score -510415.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -510417.062500 Penalty: 4356.184570
	Iteration 64Q: 3 clusters Score -510417.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -510417.656250 Penalty: 4356.184570
	Iteration 65Q: 3 clusters Score -510417.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -510418.718750 Penalty: 4356.184570
	Iteration 66Q: 3 clusters Score -510418.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -510420.937500 Penalty: 4356.184570
	Iteration 67Q: 3 clusters Score -510420.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -510421.812500 Penalty: 4356.184570
	Iteration 68Q: 3 clusters Score -510421.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -510423.500000 Penalty: 4356.184570
	Iteration 69Q: 3 clusters Score -510423.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -510427.031250 Penalty: 4356.184570
	Iteration 70Q: 3 clusters Score -510427 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -510431.656250 Penalty: 4356.184570
	Iteration 71Q: 3 clusters Score -510431.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -510435.250000 Penalty: 4356.184570
	Iteration 72Q: 3 clusters Score -510435.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -510441.375000 Penalty: 4356.184570
	Iteration 73Q: 3 clusters Score -510441.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -510444.750000 Penalty: 4356.184570
	Iteration 74Q: 3 clusters Score -510444.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -510444.937500 Penalty: 4356.184570
	Iteration 75Q: 3 clusters Score -510444.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -510445.031250 Penalty: 4356.184570
	Iteration 76Q: 3 clusters Score -510445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -510445.312500 Penalty: 4356.184570
	Iteration 77Q: 3 clusters Score -510445.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -510445.312500 Penalty: 4356.184570
	Iteration 78F: 3 clusters Score -510445.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (56221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56221 members 
Entering Unmasked Estep 
Score: -4399594.000000 Penalty: 2712.387451
	Iteration 0F: 2 clusters Score -4399594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28041 members 
Mstep: Class 2 contains 28180 members 
Entering Unmasked Estep 
Score: -4361767.000000 Penalty: 5424.774902
	Iteration 0F: 3 clusters Score -4361767 nChanged 26160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27307 members 
Mstep: Class 2 contains 28914 members 
Entering Unmasked Estep 
Score: -4376273.500000 Penalty: 5424.774902
	Iteration 1F: 3 clusters Score -4376274 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26693 members 
Mstep: Class 2 contains 29528 members 
Entering Unmasked Estep 
Score: -4376913.500000 Penalty: 5424.774902
	Iteration 2Q: 3 clusters Score -4376914 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25828 members 
Mstep: Class 2 contains 30393 members 
Entering Unmasked Estep 
Score: -4377562.500000 Penalty: 5424.774902
	Iteration 3Q: 3 clusters Score -4377562 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24531 members 
Mstep: Class 2 contains 31690 members 
Entering Unmasked Estep 
Score: -4378250.000000 Penalty: 5424.774902
	Iteration 4Q: 3 clusters Score -4378250 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22696 members 
Mstep: Class 2 contains 33525 members 
Entering Unmasked Estep 
Score: -4379175.000000 Penalty: 5424.774902
	Iteration 5Q: 3 clusters Score -4379175 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20134 members 
Mstep: Class 2 contains 36087 members 
Entering Unmasked Estep 
Score: -4380551.500000 Penalty: 5424.774902
	Iteration 6F: 3 clusters Score -4380552 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16832 members 
Mstep: Class 2 contains 39389 members 
Entering Unmasked Estep 
Score: -4382628.500000 Penalty: 5424.774902
	Iteration 7F: 3 clusters Score -4382628 nChanged 4129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 43474 members 
Entering Unmasked Estep 
Score: -4385768.000000 Penalty: 5424.774902
	Iteration 8F: 3 clusters Score -4385768 nChanged 4390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 47858 members 
Entering Unmasked Estep 
Score: -4389631.500000 Penalty: 5424.774902
	Iteration 9F: 3 clusters Score -4389632 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 51651 members 
Entering Unmasked Estep 
Score: -4393209.500000 Penalty: 5424.774902
	Iteration 10F: 3 clusters Score -4393210 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 54047 members 
Entering Unmasked Estep 
Score: -4395519.500000 Penalty: 5424.774902
	Iteration 11Q: 3 clusters Score -4395520 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 55157 members 
Entering Unmasked Estep 
Score: -4396527.500000 Penalty: 5424.774902
	Iteration 12Q: 3 clusters Score -4396528 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 55579 members 
Entering Unmasked Estep 
Score: -4396935.500000 Penalty: 5424.774902
	Iteration 13Q: 3 clusters Score -4396936 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 55733 members 
Entering Unmasked Estep 
Score: -4397141.500000 Penalty: 5424.774902
	Iteration 14Q: 3 clusters Score -4397142 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 55802 members 
Entering Unmasked Estep 
Score: -4397232.000000 Penalty: 5424.774902
	Iteration 15Q: 3 clusters Score -4397232 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 55834 members 
Entering Unmasked Estep 
Score: -4397284.500000 Penalty: 5424.774902
	Iteration 16Q: 3 clusters Score -4397284 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 55856 members 
Entering Unmasked Estep 
Score: -4397318.500000 Penalty: 5424.774902
	Iteration 17Q: 3 clusters Score -4397318 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 55866 members 
Entering Unmasked Estep 
Score: -4397346.500000 Penalty: 5424.774902
	Iteration 18Q: 3 clusters Score -4397346 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 55875 members 
Entering Unmasked Estep 
Score: -4397363.000000 Penalty: 5424.774902
	Iteration 19Q: 3 clusters Score -4397363 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 55875 members 
Entering Unmasked Estep 
Score: -4397375.500000 Penalty: 5424.774902
	Iteration 20F: 3 clusters Score -4397376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 55875 members 
Entering Unmasked Estep 
Score: -4397377.500000 Penalty: 5424.774902
	Iteration 21Q: 3 clusters Score -4397378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 55875 members 
Entering Unmasked Estep 
Score: -4397380.000000 Penalty: 5424.774902
	Iteration 22Q: 3 clusters Score -4397380 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 55881 members 
Entering Unmasked Estep 
Score: -4397389.000000 Penalty: 5424.774902
	Iteration 23Q: 3 clusters Score -4397389 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 55883 members 
Entering Unmasked Estep 
Score: -4397397.000000 Penalty: 5424.774902
	Iteration 24Q: 3 clusters Score -4397397 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 55887 members 
Entering Unmasked Estep 
Score: -4397400.000000 Penalty: 5424.774902
	Iteration 25Q: 3 clusters Score -4397400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 55887 members 
Entering Unmasked Estep 
Score: -4397400.000000 Penalty: 5424.774902
	Iteration 26F: 3 clusters Score -4397400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (69669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69669 members 
Entering Unmasked Estep 
Score: -5629122.500000 Penalty: 2765.574707
	Iteration 0F: 2 clusters Score -5629122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34874 members 
Mstep: Class 2 contains 34795 members 
Entering Unmasked Estep 
Score: -5581962.500000 Penalty: 5531.149414
	Iteration 0F: 3 clusters Score -5581962 nChanged 32722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35440 members 
Mstep: Class 2 contains 34229 members 
Entering Unmasked Estep 
Score: -5600762.000000 Penalty: 5531.149414
	Iteration 1F: 3 clusters Score -5600762 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35921 members 
Mstep: Class 2 contains 33748 members 
Entering Unmasked Estep 
Score: -5601638.500000 Penalty: 5531.149414
	Iteration 2Q: 3 clusters Score -5601638 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36704 members 
Mstep: Class 2 contains 32965 members 
Entering Unmasked Estep 
Score: -5602647.000000 Penalty: 5531.149414
	Iteration 3Q: 3 clusters Score -5602647 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38039 members 
Mstep: Class 2 contains 31630 members 
Entering Unmasked Estep 
Score: -5604234.000000 Penalty: 5531.149414
	Iteration 4Q: 3 clusters Score -5604234 nChanged 4141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39920 members 
Mstep: Class 2 contains 29749 members 
Entering Unmasked Estep 
Score: -5606809.000000 Penalty: 5531.149414
	Iteration 5F: 3 clusters Score -5606809 nChanged 5027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42475 members 
Mstep: Class 2 contains 27194 members 
Entering Unmasked Estep 
Score: -5610537.500000 Penalty: 5531.149414
	Iteration 6F: 3 clusters Score -5610538 nChanged 5566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45571 members 
Mstep: Class 2 contains 24098 members 
Entering Unmasked Estep 
Score: -5614926.500000 Penalty: 5531.149414
	Iteration 7F: 3 clusters Score -5614926 nChanged 5091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48500 members 
Mstep: Class 2 contains 21169 members 
Entering Unmasked Estep 
Score: -5618590.500000 Penalty: 5531.149414
	Iteration 8F: 3 clusters Score -5618590 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50840 members 
Mstep: Class 2 contains 18829 members 
Entering Unmasked Estep 
Score: -5620749.500000 Penalty: 5531.149414
	Iteration 9F: 3 clusters Score -5620750 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52755 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -5622094.000000 Penalty: 5531.149414
	Iteration 10Q: 3 clusters Score -5622094 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54290 members 
Mstep: Class 2 contains 15379 members 
Entering Unmasked Estep 
Score: -5622950.000000 Penalty: 5531.149414
	Iteration 11Q: 3 clusters Score -5622950 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55600 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -5623785.500000 Penalty: 5531.149414
	Iteration 12Q: 3 clusters Score -5623786 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56716 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -5624446.500000 Penalty: 5531.149414
	Iteration 13Q: 3 clusters Score -5624446 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57589 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -5624938.000000 Penalty: 5531.149414
	Iteration 14Q: 3 clusters Score -5624938 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58307 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -5625374.000000 Penalty: 5531.149414
	Iteration 15Q: 3 clusters Score -5625374 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58903 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -5625697.500000 Penalty: 5531.149414
	Iteration 16Q: 3 clusters Score -5625698 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59469 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -5625994.000000 Penalty: 5531.149414
	Iteration 17Q: 3 clusters Score -5625994 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59969 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -5626182.000000 Penalty: 5531.149414
	Iteration 18Q: 3 clusters Score -5626182 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60408 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -5626323.500000 Penalty: 5531.149414
	Iteration 19Q: 3 clusters Score -5626324 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60772 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -5626413.500000 Penalty: 5531.149414
	Iteration 20F: 3 clusters Score -5626414 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61091 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -5626491.500000 Penalty: 5531.149414
	Iteration 21Q: 3 clusters Score -5626492 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61378 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -5626557.500000 Penalty: 5531.149414
	Iteration 22Q: 3 clusters Score -5626558 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61659 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -5626630.500000 Penalty: 5531.149414
	Iteration 23Q: 3 clusters Score -5626630 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61908 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -5626663.000000 Penalty: 5531.149414
	Iteration 24Q: 3 clusters Score -5626663 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62128 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -5626692.000000 Penalty: 5531.149414
	Iteration 25Q: 3 clusters Score -5626692 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62333 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -5626730.000000 Penalty: 5531.149414
	Iteration 26Q: 3 clusters Score -5626730 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62533 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -5626770.500000 Penalty: 5531.149414
	Iteration 27Q: 3 clusters Score -5626770 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62699 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -5626764.000000 Penalty: 5531.149414
	Iteration 28Q: 3 clusters Score -5626764 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62871 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -5626799.500000 Penalty: 5531.149414
	Iteration 29Q: 3 clusters Score -5626800 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63027 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -5626833.000000 Penalty: 5531.149414
	Iteration 30Q: 3 clusters Score -5626833 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63172 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -5626849.500000 Penalty: 5531.149414
	Iteration 31Q: 3 clusters Score -5626850 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63282 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -5626869.500000 Penalty: 5531.149414
	Iteration 32Q: 3 clusters Score -5626870 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63381 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -5626880.500000 Penalty: 5531.149414
	Iteration 33Q: 3 clusters Score -5626880 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63480 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -5626883.500000 Penalty: 5531.149414
	Iteration 34Q: 3 clusters Score -5626884 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63585 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -5626893.500000 Penalty: 5531.149414
	Iteration 35Q: 3 clusters Score -5626894 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63680 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -5626904.000000 Penalty: 5531.149414
	Iteration 36Q: 3 clusters Score -5626904 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63749 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -5626908.000000 Penalty: 5531.149414
	Iteration 37Q: 3 clusters Score -5626908 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63823 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -5626904.500000 Penalty: 5531.149414
	Iteration 38Q: 3 clusters Score -5626904 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63894 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -5626914.500000 Penalty: 5531.149414
	Iteration 39Q: 3 clusters Score -5626914 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63959 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -5626917.500000 Penalty: 5531.149414
	Iteration 40F: 3 clusters Score -5626918 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64027 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -5626934.000000 Penalty: 5531.149414
	Iteration 41Q: 3 clusters Score -5626934 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64082 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -5626947.500000 Penalty: 5531.149414
	Iteration 42Q: 3 clusters Score -5626948 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64129 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -5626950.000000 Penalty: 5531.149414
	Iteration 43Q: 3 clusters Score -5626950 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64174 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -5626950.000000 Penalty: 5531.149414
	Iteration 44Q: 3 clusters Score -5626950 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64206 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -5626965.000000 Penalty: 5531.149414
	Iteration 45Q: 3 clusters Score -5626965 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64241 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -5626970.500000 Penalty: 5531.149414
	Iteration 46Q: 3 clusters Score -5626970 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64279 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -5626963.000000 Penalty: 5531.149414
	Iteration 47Q: 3 clusters Score -5626963 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64306 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -5626967.500000 Penalty: 5531.149414
	Iteration 48Q: 3 clusters Score -5626968 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64342 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -5626976.000000 Penalty: 5531.149414
	Iteration 49Q: 3 clusters Score -5626976 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64391 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -5626978.500000 Penalty: 5531.149414
	Iteration 50Q: 3 clusters Score -5626978 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64430 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -5626979.500000 Penalty: 5531.149414
	Iteration 51Q: 3 clusters Score -5626980 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64472 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -5626980.500000 Penalty: 5531.149414
	Iteration 52Q: 3 clusters Score -5626980 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64517 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -5626999.000000 Penalty: 5531.149414
	Iteration 53Q: 3 clusters Score -5626999 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64555 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -5627009.000000 Penalty: 5531.149414
	Iteration 54Q: 3 clusters Score -5627009 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64597 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -5627007.000000 Penalty: 5531.149414
	Iteration 55Q: 3 clusters Score -5627007 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64641 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -5627019.500000 Penalty: 5531.149414
	Iteration 56Q: 3 clusters Score -5627020 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64678 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -5627025.500000 Penalty: 5531.149414
	Iteration 57Q: 3 clusters Score -5627026 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64713 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -5627044.500000 Penalty: 5531.149414
	Iteration 58Q: 3 clusters Score -5627044 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64750 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -5627051.000000 Penalty: 5531.149414
	Iteration 59Q: 3 clusters Score -5627051 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64794 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -5627038.500000 Penalty: 5531.149414
	Iteration 60F: 3 clusters Score -5627038 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64832 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -5627046.000000 Penalty: 5531.149414
	Iteration 61Q: 3 clusters Score -5627046 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64867 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -5627051.000000 Penalty: 5531.149414
	Iteration 62Q: 3 clusters Score -5627051 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64905 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -5627062.000000 Penalty: 5531.149414
	Iteration 63Q: 3 clusters Score -5627062 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64943 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -5627066.500000 Penalty: 5531.149414
	Iteration 64Q: 3 clusters Score -5627066 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64969 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -5627080.000000 Penalty: 5531.149414
	Iteration 65Q: 3 clusters Score -5627080 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64996 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -5627084.500000 Penalty: 5531.149414
	Iteration 66Q: 3 clusters Score -5627084 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65027 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -5627082.500000 Penalty: 5531.149414
	Iteration 67Q: 3 clusters Score -5627082 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65057 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -5627076.500000 Penalty: 5531.149414
	Iteration 68Q: 3 clusters Score -5627076 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65082 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -5627089.500000 Penalty: 5531.149414
	Iteration 69Q: 3 clusters Score -5627090 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65104 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -5627087.500000 Penalty: 5531.149414
	Iteration 70Q: 3 clusters Score -5627088 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65132 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -5627089.000000 Penalty: 5531.149414
	Iteration 71Q: 3 clusters Score -5627089 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65149 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -5627086.000000 Penalty: 5531.149414
	Iteration 72Q: 3 clusters Score -5627086 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65159 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -5627084.500000 Penalty: 5531.149414
	Iteration 73Q: 3 clusters Score -5627084 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65176 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -5627094.000000 Penalty: 5531.149414
	Iteration 74Q: 3 clusters Score -5627094 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65187 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -5627102.000000 Penalty: 5531.149414
	Iteration 75Q: 3 clusters Score -5627102 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65198 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -5627097.500000 Penalty: 5531.149414
	Iteration 76Q: 3 clusters Score -5627098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65208 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -5627099.500000 Penalty: 5531.149414
	Iteration 77Q: 3 clusters Score -5627100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65213 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -5627096.000000 Penalty: 5531.149414
	Iteration 78Q: 3 clusters Score -5627096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65220 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -5627099.000000 Penalty: 5531.149414
	Iteration 79Q: 3 clusters Score -5627099 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65226 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -5627106.500000 Penalty: 5531.149414
	Iteration 80F: 3 clusters Score -5627106 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65236 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -5627103.500000 Penalty: 5531.149414
	Iteration 81Q: 3 clusters Score -5627104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65241 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -5627100.000000 Penalty: 5531.149414
	Iteration 82Q: 3 clusters Score -5627100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65249 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -5627106.500000 Penalty: 5531.149414
	Iteration 83Q: 3 clusters Score -5627106 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65258 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -5627104.500000 Penalty: 5531.149414
	Iteration 84Q: 3 clusters Score -5627104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65263 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -5627101.500000 Penalty: 5531.149414
	Iteration 85Q: 3 clusters Score -5627102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65263 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -5627104.000000 Penalty: 5531.149414
	Iteration 86Q: 3 clusters Score -5627104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65263 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -5627104.000000 Penalty: 5531.149414
	Iteration 87F: 3 clusters Score -5627104 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Entering Unmasked Estep 
Score: -464467.312500 Penalty: 2154.736572
	Iteration 0F: 2 clusters Score -464467.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -459400.468750 Penalty: 4309.473145
	Iteration 0F: 3 clusters Score -459400.5 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -460678.437500 Penalty: 4309.473145
	Iteration 1F: 3 clusters Score -460678.4 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -460910.937500 Penalty: 4309.473145
	Iteration 2F: 3 clusters Score -460910.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -461052.562500 Penalty: 4309.473145
	Iteration 3Q: 3 clusters Score -461052.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -461183.281250 Penalty: 4309.473145
	Iteration 4Q: 3 clusters Score -461183.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -461292.312500 Penalty: 4309.473145
	Iteration 5Q: 3 clusters Score -461292.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -461400.000000 Penalty: 4309.473145
	Iteration 6Q: 3 clusters Score -461400 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -461511.218750 Penalty: 4309.473145
	Iteration 7Q: 3 clusters Score -461511.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -461609.125000 Penalty: 4309.473145
	Iteration 8Q: 3 clusters Score -461609.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -461711.093750 Penalty: 4309.473145
	Iteration 9Q: 3 clusters Score -461711.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -461836.281250 Penalty: 4309.473145
	Iteration 10Q: 3 clusters Score -461836.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -461968.000000 Penalty: 4309.473145
	Iteration 11Q: 3 clusters Score -461968 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -462111.406250 Penalty: 4309.473145
	Iteration 12Q: 3 clusters Score -462111.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -462226.937500 Penalty: 4309.473145
	Iteration 13Q: 3 clusters Score -462226.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -462316.500000 Penalty: 4309.473145
	Iteration 14Q: 3 clusters Score -462316.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -462381.812500 Penalty: 4309.473145
	Iteration 15Q: 3 clusters Score -462381.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -462437.531250 Penalty: 4309.473145
	Iteration 16Q: 3 clusters Score -462437.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -462476.500000 Penalty: 4309.473145
	Iteration 17Q: 3 clusters Score -462476.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -462517.781250 Penalty: 4309.473145
	Iteration 18Q: 3 clusters Score -462517.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -462557.593750 Penalty: 4309.473145
	Iteration 19Q: 3 clusters Score -462557.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -462588.250000 Penalty: 4309.473145
	Iteration 20F: 3 clusters Score -462588.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -462610.468750 Penalty: 4309.473145
	Iteration 21Q: 3 clusters Score -462610.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -462627.343750 Penalty: 4309.473145
	Iteration 22Q: 3 clusters Score -462627.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -462643.312500 Penalty: 4309.473145
	Iteration 23Q: 3 clusters Score -462643.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -462657.687500 Penalty: 4309.473145
	Iteration 24Q: 3 clusters Score -462657.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -462666.781250 Penalty: 4309.473145
	Iteration 25Q: 3 clusters Score -462666.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -462675.031250 Penalty: 4309.473145
	Iteration 26Q: 3 clusters Score -462675 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -462682.750000 Penalty: 4309.473145
	Iteration 27Q: 3 clusters Score -462682.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -462689.187500 Penalty: 4309.473145
	Iteration 28Q: 3 clusters Score -462689.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -462694.968750 Penalty: 4309.473145
	Iteration 29Q: 3 clusters Score -462695 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -462697.625000 Penalty: 4309.473145
	Iteration 30Q: 3 clusters Score -462697.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -462699.406250 Penalty: 4309.473145
	Iteration 31Q: 3 clusters Score -462699.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -462701.906250 Penalty: 4309.473145
	Iteration 32Q: 3 clusters Score -462701.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -462703.156250 Penalty: 4309.473145
	Iteration 33Q: 3 clusters Score -462703.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -462706.000000 Penalty: 4309.473145
	Iteration 34Q: 3 clusters Score -462706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -462708.656250 Penalty: 4309.473145
	Iteration 35Q: 3 clusters Score -462708.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -462711.437500 Penalty: 4309.473145
	Iteration 36Q: 3 clusters Score -462711.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -462711.906250 Penalty: 4309.473145
	Iteration 37Q: 3 clusters Score -462711.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -462712.750000 Penalty: 4309.473145
	Iteration 38Q: 3 clusters Score -462712.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -462712.968750 Penalty: 4309.473145
	Iteration 39Q: 3 clusters Score -462713 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -462712.968750 Penalty: 4309.473145
	Iteration 40F: 3 clusters Score -462713 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Entering Unmasked Estep 
Score: -678646.625000 Penalty: 2254.118896
	Iteration 0F: 2 clusters Score -678646.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -671601.687500 Penalty: 4508.237793
	Iteration 0F: 3 clusters Score -671601.7 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -673611.250000 Penalty: 4508.237793
	Iteration 1F: 3 clusters Score -673611.2 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -673910.812500 Penalty: 4508.237793
	Iteration 2F: 3 clusters Score -673910.8 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -674174.500000 Penalty: 4508.237793
	Iteration 3F: 3 clusters Score -674174.5 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -674445.937500 Penalty: 4508.237793
	Iteration 4F: 3 clusters Score -674445.9 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -674730.437500 Penalty: 4508.237793
	Iteration 5Q: 3 clusters Score -674730.4 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -675059.625000 Penalty: 4508.237793
	Iteration 6F: 3 clusters Score -675059.6 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -675434.312500 Penalty: 4508.237793
	Iteration 7F: 3 clusters Score -675434.3 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -675828.062500 Penalty: 4508.237793
	Iteration 8F: 3 clusters Score -675828.1 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -676145.500000 Penalty: 4508.237793
	Iteration 9F: 3 clusters Score -676145.5 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -676362.250000 Penalty: 4508.237793
	Iteration 10Q: 3 clusters Score -676362.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -676495.000000 Penalty: 4508.237793
	Iteration 11Q: 3 clusters Score -676495 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -676604.812500 Penalty: 4508.237793
	Iteration 12Q: 3 clusters Score -676604.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -676692.250000 Penalty: 4508.237793
	Iteration 13Q: 3 clusters Score -676692.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -676764.812500 Penalty: 4508.237793
	Iteration 14Q: 3 clusters Score -676764.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -676823.375000 Penalty: 4508.237793
	Iteration 15Q: 3 clusters Score -676823.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -676875.937500 Penalty: 4508.237793
	Iteration 16Q: 3 clusters Score -676875.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -676902.187500 Penalty: 4508.237793
	Iteration 17Q: 3 clusters Score -676902.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -676926.375000 Penalty: 4508.237793
	Iteration 18Q: 3 clusters Score -676926.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -676945.812500 Penalty: 4508.237793
	Iteration 19Q: 3 clusters Score -676945.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -676960.875000 Penalty: 4508.237793
	Iteration 20F: 3 clusters Score -676960.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -676979.562500 Penalty: 4508.237793
	Iteration 21Q: 3 clusters Score -676979.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -677000.250000 Penalty: 4508.237793
	Iteration 22Q: 3 clusters Score -677000.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -677019.312500 Penalty: 4508.237793
	Iteration 23Q: 3 clusters Score -677019.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -677039.312500 Penalty: 4508.237793
	Iteration 24Q: 3 clusters Score -677039.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -677062.437500 Penalty: 4508.237793
	Iteration 25Q: 3 clusters Score -677062.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -677085.125000 Penalty: 4508.237793
	Iteration 26Q: 3 clusters Score -677085.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -677115.812500 Penalty: 4508.237793
	Iteration 27Q: 3 clusters Score -677115.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -677158.625000 Penalty: 4508.237793
	Iteration 28Q: 3 clusters Score -677158.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -677202.437500 Penalty: 4508.237793
	Iteration 29Q: 3 clusters Score -677202.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -677251.250000 Penalty: 4508.237793
	Iteration 30Q: 3 clusters Score -677251.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -677312.750000 Penalty: 4508.237793
	Iteration 31Q: 3 clusters Score -677312.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -677390.812500 Penalty: 4508.237793
	Iteration 32Q: 3 clusters Score -677390.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -677501.250000 Penalty: 4508.237793
	Iteration 33Q: 3 clusters Score -677501.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -677637.812500 Penalty: 4508.237793
	Iteration 34Q: 3 clusters Score -677637.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -677763.500000 Penalty: 4508.237793
	Iteration 35Q: 3 clusters Score -677763.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -677852.187500 Penalty: 4508.237793
	Iteration 36Q: 3 clusters Score -677852.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -677897.562500 Penalty: 4508.237793
	Iteration 37Q: 3 clusters Score -677897.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -677917.625000 Penalty: 4508.237793
	Iteration 38Q: 3 clusters Score -677917.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -677931.812500 Penalty: 4508.237793
	Iteration 39Q: 3 clusters Score -677931.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -677942.750000 Penalty: 4508.237793
	Iteration 40F: 3 clusters Score -677942.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -677951.687500 Penalty: 4508.237793
	Iteration 41Q: 3 clusters Score -677951.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -677956.000000 Penalty: 4508.237793
	Iteration 42Q: 3 clusters Score -677956 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -677960.500000 Penalty: 4508.237793
	Iteration 43Q: 3 clusters Score -677960.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -677961.875000 Penalty: 4508.237793
	Iteration 44Q: 3 clusters Score -677961.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -677961.000000 Penalty: 4508.237793
	Iteration 45Q: 3 clusters Score -677961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -677962.375000 Penalty: 4508.237793
	Iteration 46Q: 3 clusters Score -677962.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -677966.250000 Penalty: 4508.237793
	Iteration 47Q: 3 clusters Score -677966.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -677966.875000 Penalty: 4508.237793
	Iteration 48Q: 3 clusters Score -677966.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -677964.312500 Penalty: 4508.237793
	Iteration 49Q: 3 clusters Score -677964.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -677966.250000 Penalty: 4508.237793
	Iteration 50Q: 3 clusters Score -677966.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -677966.250000 Penalty: 4508.237793
	Iteration 51F: 3 clusters Score -677966.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Entering Unmasked Estep 
Score: -1049018.625000 Penalty: 2370.077148
	Iteration 0F: 2 clusters Score -1049019 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1038793.375000 Penalty: 4740.154297
	Iteration 0F: 3 clusters Score -1038793 nChanged 6022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1041963.437500 Penalty: 4740.154297
	Iteration 1F: 3 clusters Score -1041963 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1042360.812500 Penalty: 4740.154297
	Iteration 2F: 3 clusters Score -1042361 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -1042711.000000 Penalty: 4740.154297
	Iteration 3Q: 3 clusters Score -1042711 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1043097.187500 Penalty: 4740.154297
	Iteration 4Q: 3 clusters Score -1043097 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -1043525.312500 Penalty: 4740.154297
	Iteration 5Q: 3 clusters Score -1043525 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -1044016.812500 Penalty: 4740.154297
	Iteration 6F: 3 clusters Score -1044017 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -1044575.187500 Penalty: 4740.154297
	Iteration 7F: 3 clusters Score -1044575 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -1045207.125000 Penalty: 4740.154297
	Iteration 8F: 3 clusters Score -1045207 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -1045859.500000 Penalty: 4740.154297
	Iteration 9Q: 3 clusters Score -1045860 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -1046474.812500 Penalty: 4740.154297
	Iteration 10Q: 3 clusters Score -1046475 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -1046894.937500 Penalty: 4740.154297
	Iteration 11Q: 3 clusters Score -1046895 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -1047145.625000 Penalty: 4740.154297
	Iteration 12Q: 3 clusters Score -1047146 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -1047305.187500 Penalty: 4740.154297
	Iteration 13Q: 3 clusters Score -1047305 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -1047401.312500 Penalty: 4740.154297
	Iteration 14Q: 3 clusters Score -1047401 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -1047445.625000 Penalty: 4740.154297
	Iteration 15Q: 3 clusters Score -1047446 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -1047478.625000 Penalty: 4740.154297
	Iteration 16Q: 3 clusters Score -1047479 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -1047505.937500 Penalty: 4740.154297
	Iteration 17Q: 3 clusters Score -1047506 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -1047514.062500 Penalty: 4740.154297
	Iteration 18Q: 3 clusters Score -1047514 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -1047522.875000 Penalty: 4740.154297
	Iteration 19Q: 3 clusters Score -1047523 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -1047525.937500 Penalty: 4740.154297
	Iteration 20F: 3 clusters Score -1047526 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -1047533.375000 Penalty: 4740.154297
	Iteration 21Q: 3 clusters Score -1047533 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -1047533.250000 Penalty: 4740.154297
	Iteration 22Q: 3 clusters Score -1047533 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -1047535.250000 Penalty: 4740.154297
	Iteration 23Q: 3 clusters Score -1047535 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -1047536.125000 Penalty: 4740.154297
	Iteration 24Q: 3 clusters Score -1047536 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -1047538.250000 Penalty: 4740.154297
	Iteration 25Q: 3 clusters Score -1047538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -1047543.250000 Penalty: 4740.154297
	Iteration 26Q: 3 clusters Score -1047543 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -1047546.187500 Penalty: 4740.154297
	Iteration 27Q: 3 clusters Score -1047546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -1047546.000000 Penalty: 4740.154297
	Iteration 28Q: 3 clusters Score -1047546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -1047546.375000 Penalty: 4740.154297
	Iteration 29Q: 3 clusters Score -1047546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -1047546.375000 Penalty: 4740.154297
	Iteration 30F: 3 clusters Score -1047546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Entering Unmasked Estep 
Score: -358262.000000 Penalty: 2100.948975
	Iteration 0F: 2 clusters Score -358262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -353898.125000 Penalty: 4201.897949
	Iteration 0F: 3 clusters Score -353898.1 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -354962.031250 Penalty: 4201.897949
	Iteration 1F: 3 clusters Score -354962 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -355252.375000 Penalty: 4201.897949
	Iteration 2F: 3 clusters Score -355252.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -355439.093750 Penalty: 4201.897949
	Iteration 3F: 3 clusters Score -355439.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -355608.593750 Penalty: 4201.897949
	Iteration 4Q: 3 clusters Score -355608.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -355768.687500 Penalty: 4201.897949
	Iteration 5Q: 3 clusters Score -355768.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -355941.468750 Penalty: 4201.897949
	Iteration 6Q: 3 clusters Score -355941.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -356148.468750 Penalty: 4201.897949
	Iteration 7Q: 3 clusters Score -356148.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -356391.656250 Penalty: 4201.897949
	Iteration 8Q: 3 clusters Score -356391.7 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -356608.656250 Penalty: 4201.897949
	Iteration 9Q: 3 clusters Score -356608.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -356778.843750 Penalty: 4201.897949
	Iteration 10Q: 3 clusters Score -356778.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -356922.531250 Penalty: 4201.897949
	Iteration 11Q: 3 clusters Score -356922.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -357047.218750 Penalty: 4201.897949
	Iteration 12Q: 3 clusters Score -357047.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -357141.906250 Penalty: 4201.897949
	Iteration 13Q: 3 clusters Score -357141.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -357208.875000 Penalty: 4201.897949
	Iteration 14Q: 3 clusters Score -357208.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -357273.593750 Penalty: 4201.897949
	Iteration 15Q: 3 clusters Score -357273.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -357353.593750 Penalty: 4201.897949
	Iteration 16Q: 3 clusters Score -357353.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -357424.593750 Penalty: 4201.897949
	Iteration 17Q: 3 clusters Score -357424.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -357481.562500 Penalty: 4201.897949
	Iteration 18Q: 3 clusters Score -357481.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -357530.312500 Penalty: 4201.897949
	Iteration 19Q: 3 clusters Score -357530.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -357568.437500 Penalty: 4201.897949
	Iteration 20F: 3 clusters Score -357568.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -357608.750000 Penalty: 4201.897949
	Iteration 21Q: 3 clusters Score -357608.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -357632.281250 Penalty: 4201.897949
	Iteration 22Q: 3 clusters Score -357632.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -357646.031250 Penalty: 4201.897949
	Iteration 23Q: 3 clusters Score -357646 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -357655.343750 Penalty: 4201.897949
	Iteration 24Q: 3 clusters Score -357655.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -357662.218750 Penalty: 4201.897949
	Iteration 25Q: 3 clusters Score -357662.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -357673.468750 Penalty: 4201.897949
	Iteration 26Q: 3 clusters Score -357673.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -357687.468750 Penalty: 4201.897949
	Iteration 27Q: 3 clusters Score -357687.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -357697.937500 Penalty: 4201.897949
	Iteration 28Q: 3 clusters Score -357697.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -357710.375000 Penalty: 4201.897949
	Iteration 29Q: 3 clusters Score -357710.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -357719.187500 Penalty: 4201.897949
	Iteration 30Q: 3 clusters Score -357719.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -357725.875000 Penalty: 4201.897949
	Iteration 31Q: 3 clusters Score -357725.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -357730.843750 Penalty: 4201.897949
	Iteration 32Q: 3 clusters Score -357730.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -357734.906250 Penalty: 4201.897949
	Iteration 33Q: 3 clusters Score -357734.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -357738.593750 Penalty: 4201.897949
	Iteration 34Q: 3 clusters Score -357738.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -357740.281250 Penalty: 4201.897949
	Iteration 35Q: 3 clusters Score -357740.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -357739.968750 Penalty: 4201.897949
	Iteration 36Q: 3 clusters Score -357740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -357740.500000 Penalty: 4201.897949
	Iteration 37Q: 3 clusters Score -357740.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -357741.031250 Penalty: 4201.897949
	Iteration 38Q: 3 clusters Score -357741 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -357741.031250 Penalty: 4201.897949
	Iteration 39F: 3 clusters Score -357741 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Entering Unmasked Estep 
Score: -603476.500000 Penalty: 2223.434814
	Iteration 0F: 2 clusters Score -603476.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -597155.750000 Penalty: 4446.869629
	Iteration 0F: 3 clusters Score -597155.8 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -598826.062500 Penalty: 4446.869629
	Iteration 1F: 3 clusters Score -598826.1 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -599114.062500 Penalty: 4446.869629
	Iteration 2F: 3 clusters Score -599114.1 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -599338.375000 Penalty: 4446.869629
	Iteration 3F: 3 clusters Score -599338.4 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -599522.437500 Penalty: 4446.869629
	Iteration 4Q: 3 clusters Score -599522.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -599700.437500 Penalty: 4446.869629
	Iteration 5Q: 3 clusters Score -599700.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -599866.000000 Penalty: 4446.869629
	Iteration 6Q: 3 clusters Score -599866 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -600036.125000 Penalty: 4446.869629
	Iteration 7Q: 3 clusters Score -600036.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -600218.437500 Penalty: 4446.869629
	Iteration 8Q: 3 clusters Score -600218.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -600395.187500 Penalty: 4446.869629
	Iteration 9Q: 3 clusters Score -600395.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -600586.812500 Penalty: 4446.869629
	Iteration 10Q: 3 clusters Score -600586.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -600777.187500 Penalty: 4446.869629
	Iteration 11Q: 3 clusters Score -600777.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -600935.125000 Penalty: 4446.869629
	Iteration 12Q: 3 clusters Score -600935.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -601111.750000 Penalty: 4446.869629
	Iteration 13Q: 3 clusters Score -601111.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -601267.937500 Penalty: 4446.869629
	Iteration 14Q: 3 clusters Score -601267.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -601386.125000 Penalty: 4446.869629
	Iteration 15Q: 3 clusters Score -601386.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -601483.187500 Penalty: 4446.869629
	Iteration 16Q: 3 clusters Score -601483.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -601561.687500 Penalty: 4446.869629
	Iteration 17Q: 3 clusters Score -601561.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -601633.812500 Penalty: 4446.869629
	Iteration 18Q: 3 clusters Score -601633.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -601696.437500 Penalty: 4446.869629
	Iteration 19Q: 3 clusters Score -601696.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -601758.812500 Penalty: 4446.869629
	Iteration 20F: 3 clusters Score -601758.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -601819.937500 Penalty: 4446.869629
	Iteration 21Q: 3 clusters Score -601819.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -601867.375000 Penalty: 4446.869629
	Iteration 22Q: 3 clusters Score -601867.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -601904.875000 Penalty: 4446.869629
	Iteration 23Q: 3 clusters Score -601904.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -601934.687500 Penalty: 4446.869629
	Iteration 24Q: 3 clusters Score -601934.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -601952.687500 Penalty: 4446.869629
	Iteration 25Q: 3 clusters Score -601952.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -601960.937500 Penalty: 4446.869629
	Iteration 26Q: 3 clusters Score -601960.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -601966.687500 Penalty: 4446.869629
	Iteration 27Q: 3 clusters Score -601966.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -601971.375000 Penalty: 4446.869629
	Iteration 28Q: 3 clusters Score -601971.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -601975.000000 Penalty: 4446.869629
	Iteration 29Q: 3 clusters Score -601975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -601976.250000 Penalty: 4446.869629
	Iteration 30Q: 3 clusters Score -601976.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -601980.500000 Penalty: 4446.869629
	Iteration 31Q: 3 clusters Score -601980.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -601984.250000 Penalty: 4446.869629
	Iteration 32Q: 3 clusters Score -601984.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -601985.687500 Penalty: 4446.869629
	Iteration 33Q: 3 clusters Score -601985.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -601987.687500 Penalty: 4446.869629
	Iteration 34Q: 3 clusters Score -601987.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -601988.750000 Penalty: 4446.869629
	Iteration 35Q: 3 clusters Score -601988.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -601989.437500 Penalty: 4446.869629
	Iteration 36Q: 3 clusters Score -601989.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -601989.437500 Penalty: 4446.869629
	Iteration 37F: 3 clusters Score -601989.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Entering Unmasked Estep 
Score: -488581.437500 Penalty: 2163.320801
	Iteration 0F: 2 clusters Score -488581.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -483354.000000 Penalty: 4326.641602
	Iteration 0F: 3 clusters Score -483354 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -484619.812500 Penalty: 4326.641602
	Iteration 1F: 3 clusters Score -484619.8 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -484849.500000 Penalty: 4326.641602
	Iteration 2F: 3 clusters Score -484849.5 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -484982.906250 Penalty: 4326.641602
	Iteration 3Q: 3 clusters Score -484982.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -485087.718750 Penalty: 4326.641602
	Iteration 4Q: 3 clusters Score -485087.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -485170.812500 Penalty: 4326.641602
	Iteration 5Q: 3 clusters Score -485170.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -485250.781250 Penalty: 4326.641602
	Iteration 6Q: 3 clusters Score -485250.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -485318.281250 Penalty: 4326.641602
	Iteration 7Q: 3 clusters Score -485318.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -485374.281250 Penalty: 4326.641602
	Iteration 8Q: 3 clusters Score -485374.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -485437.156250 Penalty: 4326.641602
	Iteration 9Q: 3 clusters Score -485437.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -485499.937500 Penalty: 4326.641602
	Iteration 10Q: 3 clusters Score -485499.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -485562.281250 Penalty: 4326.641602
	Iteration 11Q: 3 clusters Score -485562.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -485641.125000 Penalty: 4326.641602
	Iteration 12Q: 3 clusters Score -485641.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -485751.593750 Penalty: 4326.641602
	Iteration 13Q: 3 clusters Score -485751.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -485873.468750 Penalty: 4326.641602
	Iteration 14Q: 3 clusters Score -485873.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -486016.437500 Penalty: 4326.641602
	Iteration 15Q: 3 clusters Score -486016.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -486157.687500 Penalty: 4326.641602
	Iteration 16Q: 3 clusters Score -486157.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -486302.562500 Penalty: 4326.641602
	Iteration 17Q: 3 clusters Score -486302.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -486415.968750 Penalty: 4326.641602
	Iteration 18Q: 3 clusters Score -486416 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -486504.343750 Penalty: 4326.641602
	Iteration 19Q: 3 clusters Score -486504.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -486570.625000 Penalty: 4326.641602
	Iteration 20F: 3 clusters Score -486570.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -486614.312500 Penalty: 4326.641602
	Iteration 21Q: 3 clusters Score -486614.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -486651.531250 Penalty: 4326.641602
	Iteration 22Q: 3 clusters Score -486651.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -486677.656250 Penalty: 4326.641602
	Iteration 23Q: 3 clusters Score -486677.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -486694.312500 Penalty: 4326.641602
	Iteration 24Q: 3 clusters Score -486694.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -486716.000000 Penalty: 4326.641602
	Iteration 25Q: 3 clusters Score -486716 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -486740.906250 Penalty: 4326.641602
	Iteration 26Q: 3 clusters Score -486740.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -486753.468750 Penalty: 4326.641602
	Iteration 27Q: 3 clusters Score -486753.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -486763.468750 Penalty: 4326.641602
	Iteration 28Q: 3 clusters Score -486763.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -486765.906250 Penalty: 4326.641602
	Iteration 29Q: 3 clusters Score -486765.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -486771.312500 Penalty: 4326.641602
	Iteration 30Q: 3 clusters Score -486771.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -486774.500000 Penalty: 4326.641602
	Iteration 31Q: 3 clusters Score -486774.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -486777.437500 Penalty: 4326.641602
	Iteration 32Q: 3 clusters Score -486777.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -486778.062500 Penalty: 4326.641602
	Iteration 33Q: 3 clusters Score -486778.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -486779.343750 Penalty: 4326.641602
	Iteration 34Q: 3 clusters Score -486779.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -486779.343750 Penalty: 4326.641602
	Iteration 35F: 3 clusters Score -486779.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (153521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153521 members 
Entering Unmasked Estep 
Score: -12294307.000000 Penalty: 2961.514893
	Iteration 0F: 2 clusters Score -1.229431e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76845 members 
Mstep: Class 2 contains 76676 members 
Entering Unmasked Estep 
Score: -12191142.000000 Penalty: 5923.029785
	Iteration 0F: 3 clusters Score -1.219114e+07 nChanged 73441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77102 members 
Mstep: Class 2 contains 76419 members 
Entering Unmasked Estep 
Score: -12233911.000000 Penalty: 5923.029785
	Iteration 1F: 3 clusters Score -1.223391e+07 nChanged 4634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77006 members 
Mstep: Class 2 contains 76515 members 
Entering Unmasked Estep 
Score: -12234904.000000 Penalty: 5923.029785
	Iteration 2Q: 3 clusters Score -1.22349e+07 nChanged 5082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76496 members 
Mstep: Class 2 contains 77025 members 
Entering Unmasked Estep 
Score: -12236374.000000 Penalty: 5923.029785
	Iteration 3Q: 3 clusters Score -1.223637e+07 nChanged 5859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75371 members 
Mstep: Class 2 contains 78150 members 
Entering Unmasked Estep 
Score: -12238607.000000 Penalty: 5923.029785
	Iteration 4Q: 3 clusters Score -1.223861e+07 nChanged 7249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73308 members 
Mstep: Class 2 contains 80213 members 
Entering Unmasked Estep 
Score: -12241879.000000 Penalty: 5923.029785
	Iteration 5Q: 3 clusters Score -1.224188e+07 nChanged 8661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69969 members 
Mstep: Class 2 contains 83552 members 
Entering Unmasked Estep 
Score: -12246128.000000 Penalty: 5923.029785
	Iteration 6F: 3 clusters Score -1.224613e+07 nChanged 9881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65762 members 
Mstep: Class 2 contains 87759 members 
Entering Unmasked Estep 
Score: -12251616.000000 Penalty: 5923.029785
	Iteration 7F: 3 clusters Score -1.225162e+07 nChanged 10333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61031 members 
Mstep: Class 2 contains 92490 members 
Entering Unmasked Estep 
Score: -12257335.000000 Penalty: 5923.029785
	Iteration 8F: 3 clusters Score -1.225734e+07 nChanged 9373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56518 members 
Mstep: Class 2 contains 97003 members 
Entering Unmasked Estep 
Score: -12262065.000000 Penalty: 5923.029785
	Iteration 9F: 3 clusters Score -1.226206e+07 nChanged 7806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52220 members 
Mstep: Class 2 contains 101301 members 
Entering Unmasked Estep 
Score: -12265393.000000 Penalty: 5923.029785
	Iteration 10F: 3 clusters Score -1.226539e+07 nChanged 6228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47968 members 
Mstep: Class 2 contains 105553 members 
Entering Unmasked Estep 
Score: -12267673.000000 Penalty: 5923.029785
	Iteration 11Q: 3 clusters Score -1.226767e+07 nChanged 5268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43504 members 
Mstep: Class 2 contains 110017 members 
Entering Unmasked Estep 
Score: -12269671.000000 Penalty: 5923.029785
	Iteration 12Q: 3 clusters Score -1.226967e+07 nChanged 4890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38838 members 
Mstep: Class 2 contains 114683 members 
Entering Unmasked Estep 
Score: -12271543.000000 Penalty: 5923.029785
	Iteration 13Q: 3 clusters Score -1.227154e+07 nChanged 4901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33969 members 
Mstep: Class 2 contains 119552 members 
Entering Unmasked Estep 
Score: -12273444.000000 Penalty: 5923.029785
	Iteration 14Q: 3 clusters Score -1.227344e+07 nChanged 4914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29057 members 
Mstep: Class 2 contains 124464 members 
Entering Unmasked Estep 
Score: -12275602.000000 Penalty: 5923.029785
	Iteration 15Q: 3 clusters Score -1.22756e+07 nChanged 4852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24205 members 
Mstep: Class 2 contains 129316 members 
Entering Unmasked Estep 
Score: -12277814.000000 Penalty: 5923.029785
	Iteration 16Q: 3 clusters Score -1.227781e+07 nChanged 4619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19586 members 
Mstep: Class 2 contains 133935 members 
Entering Unmasked Estep 
Score: -12279998.000000 Penalty: 5923.029785
	Iteration 17Q: 3 clusters Score -1.228e+07 nChanged 4276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 138211 members 
Entering Unmasked Estep 
Score: -12282409.000000 Penalty: 5923.029785
	Iteration 18Q: 3 clusters Score -1.228241e+07 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 141979 members 
Entering Unmasked Estep 
Score: -12284505.000000 Penalty: 5923.029785
	Iteration 19Q: 3 clusters Score -1.22845e+07 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 145147 members 
Entering Unmasked Estep 
Score: -12286361.000000 Penalty: 5923.029785
	Iteration 20F: 3 clusters Score -1.228636e+07 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 147642 members 
Entering Unmasked Estep 
Score: -12288003.000000 Penalty: 5923.029785
	Iteration 21Q: 3 clusters Score -1.2288e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 149435 members 
Entering Unmasked Estep 
Score: -12289147.000000 Penalty: 5923.029785
	Iteration 22Q: 3 clusters Score -1.228915e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 150712 members 
Entering Unmasked Estep 
Score: -12290057.000000 Penalty: 5923.029785
	Iteration 23Q: 3 clusters Score -1.229006e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 151540 members 
Entering Unmasked Estep 
Score: -12290636.000000 Penalty: 5923.029785
	Iteration 24Q: 3 clusters Score -1.229064e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 152099 members 
Entering Unmasked Estep 
Score: -12291012.000000 Penalty: 5923.029785
	Iteration 25Q: 3 clusters Score -1.229101e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 152438 members 
Entering Unmasked Estep 
Score: -12291254.000000 Penalty: 5923.029785
	Iteration 26Q: 3 clusters Score -1.229125e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 152660 members 
Entering Unmasked Estep 
Score: -12291423.000000 Penalty: 5923.029785
	Iteration 27Q: 3 clusters Score -1.229142e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 152764 members 
Entering Unmasked Estep 
Score: -12291516.000000 Penalty: 5923.029785
	Iteration 28Q: 3 clusters Score -1.229152e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 152830 members 
Entering Unmasked Estep 
Score: -12291592.000000 Penalty: 5923.029785
	Iteration 29Q: 3 clusters Score -1.229159e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 152885 members 
Entering Unmasked Estep 
Score: -12291649.000000 Penalty: 5923.029785
	Iteration 30Q: 3 clusters Score -1.229165e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 152916 members 
Entering Unmasked Estep 
Score: -12291644.000000 Penalty: 5923.029785
	Iteration 31Q: 3 clusters Score -1.229164e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 152935 members 
Entering Unmasked Estep 
Score: -12291661.000000 Penalty: 5923.029785
	Iteration 32Q: 3 clusters Score -1.229166e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 152954 members 
Entering Unmasked Estep 
Score: -12291688.000000 Penalty: 5923.029785
	Iteration 33Q: 3 clusters Score -1.229169e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 152976 members 
Entering Unmasked Estep 
Score: -12291725.000000 Penalty: 5923.029785
	Iteration 34Q: 3 clusters Score -1.229172e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 152996 members 
Entering Unmasked Estep 
Score: -12291745.000000 Penalty: 5923.029785
	Iteration 35Q: 3 clusters Score -1.229174e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 153008 members 
Entering Unmasked Estep 
Score: -12291752.000000 Penalty: 5923.029785
	Iteration 36Q: 3 clusters Score -1.229175e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 153021 members 
Entering Unmasked Estep 
Score: -12291771.000000 Penalty: 5923.029785
	Iteration 37Q: 3 clusters Score -1.229177e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 153025 members 
Entering Unmasked Estep 
Score: -12291774.000000 Penalty: 5923.029785
	Iteration 38Q: 3 clusters Score -1.229177e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 153037 members 
Entering Unmasked Estep 
Score: -12291795.000000 Penalty: 5923.029785
	Iteration 39Q: 3 clusters Score -1.22918e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 153037 members 
Entering Unmasked Estep 
Score: -12291798.000000 Penalty: 5923.029785
	Iteration 40F: 3 clusters Score -1.22918e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 153042 members 
Entering Unmasked Estep 
Score: -12291798.000000 Penalty: 5923.029785
	Iteration 41Q: 3 clusters Score -1.22918e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 153041 members 
Entering Unmasked Estep 
Score: -12291806.000000 Penalty: 5923.029785
	Iteration 42Q: 3 clusters Score -1.229181e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 153047 members 
Entering Unmasked Estep 
Score: -12291806.000000 Penalty: 5923.029785
	Iteration 43Q: 3 clusters Score -1.229181e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 153048 members 
Entering Unmasked Estep 
Score: -12291805.000000 Penalty: 5923.029785
	Iteration 44Q: 3 clusters Score -1.22918e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 153049 members 
Entering Unmasked Estep 
Score: -12291801.000000 Penalty: 5923.029785
	Iteration 45Q: 3 clusters Score -1.22918e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 153051 members 
Entering Unmasked Estep 
Score: -12291818.000000 Penalty: 5923.029785
	Iteration 46Q: 3 clusters Score -1.229182e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 153052 members 
Entering Unmasked Estep 
Score: -12291820.000000 Penalty: 5923.029785
	Iteration 47Q: 3 clusters Score -1.229182e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 153053 members 
Entering Unmasked Estep 
Score: -12291812.000000 Penalty: 5923.029785
	Iteration 48Q: 3 clusters Score -1.229181e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 153053 members 
Entering Unmasked Estep 
Score: -12291812.000000 Penalty: 5923.029785
	Iteration 49F: 3 clusters Score -1.229181e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Entering Unmasked Estep 
Score: -561853.000000 Penalty: 2210.960693
	Iteration 0F: 2 clusters Score -561853 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -555724.875000 Penalty: 4421.921387
	Iteration 0F: 3 clusters Score -555724.9 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -557414.500000 Penalty: 4421.921387
	Iteration 1F: 3 clusters Score -557414.5 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -557864.000000 Penalty: 4421.921387
	Iteration 2F: 3 clusters Score -557864 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -558299.375000 Penalty: 4421.921387
	Iteration 3F: 3 clusters Score -558299.4 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -558760.875000 Penalty: 4421.921387
	Iteration 4F: 3 clusters Score -558760.9 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -559236.250000 Penalty: 4421.921387
	Iteration 5F: 3 clusters Score -559236.2 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -559731.500000 Penalty: 4421.921387
	Iteration 6F: 3 clusters Score -559731.5 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -560157.312500 Penalty: 4421.921387
	Iteration 7F: 3 clusters Score -560157.3 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -560539.625000 Penalty: 4421.921387
	Iteration 8F: 3 clusters Score -560539.6 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -560848.625000 Penalty: 4421.921387
	Iteration 9Q: 3 clusters Score -560848.6 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -561098.750000 Penalty: 4421.921387
	Iteration 10Q: 3 clusters Score -561098.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -561284.437500 Penalty: 4421.921387
	Iteration 11Q: 3 clusters Score -561284.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -561435.687500 Penalty: 4421.921387
	Iteration 12Q: 3 clusters Score -561435.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -561553.875000 Penalty: 4421.921387
	Iteration 13Q: 3 clusters Score -561553.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -561658.312500 Penalty: 4421.921387
	Iteration 14Q: 3 clusters Score -561658.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -561743.625000 Penalty: 4421.921387
	Iteration 15Q: 3 clusters Score -561743.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -561802.187500 Penalty: 4421.921387
	Iteration 16Q: 3 clusters Score -561802.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -561840.437500 Penalty: 4421.921387
	Iteration 17Q: 3 clusters Score -561840.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -561870.562500 Penalty: 4421.921387
	Iteration 18Q: 3 clusters Score -561870.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -561902.187500 Penalty: 4421.921387
	Iteration 19Q: 3 clusters Score -561902.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -561927.000000 Penalty: 4421.921387
	Iteration 20F: 3 clusters Score -561927 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -561942.187500 Penalty: 4421.921387
	Iteration 21Q: 3 clusters Score -561942.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -561957.000000 Penalty: 4421.921387
	Iteration 22Q: 3 clusters Score -561957 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -561971.375000 Penalty: 4421.921387
	Iteration 23Q: 3 clusters Score -561971.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -561985.000000 Penalty: 4421.921387
	Iteration 24Q: 3 clusters Score -561985 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -561998.937500 Penalty: 4421.921387
	Iteration 25Q: 3 clusters Score -561998.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -562016.250000 Penalty: 4421.921387
	Iteration 26Q: 3 clusters Score -562016.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -562029.750000 Penalty: 4421.921387
	Iteration 27Q: 3 clusters Score -562029.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -562043.625000 Penalty: 4421.921387
	Iteration 28Q: 3 clusters Score -562043.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -562064.375000 Penalty: 4421.921387
	Iteration 29Q: 3 clusters Score -562064.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -562082.687500 Penalty: 4421.921387
	Iteration 30Q: 3 clusters Score -562082.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -562097.625000 Penalty: 4421.921387
	Iteration 31Q: 3 clusters Score -562097.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -562112.562500 Penalty: 4421.921387
	Iteration 32Q: 3 clusters Score -562112.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -562125.812500 Penalty: 4421.921387
	Iteration 33Q: 3 clusters Score -562125.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -562136.687500 Penalty: 4421.921387
	Iteration 34Q: 3 clusters Score -562136.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -562148.812500 Penalty: 4421.921387
	Iteration 35Q: 3 clusters Score -562148.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -562159.437500 Penalty: 4421.921387
	Iteration 36Q: 3 clusters Score -562159.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -562165.875000 Penalty: 4421.921387
	Iteration 37Q: 3 clusters Score -562165.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -562173.125000 Penalty: 4421.921387
	Iteration 38Q: 3 clusters Score -562173.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -562182.187500 Penalty: 4421.921387
	Iteration 39Q: 3 clusters Score -562182.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -562189.562500 Penalty: 4421.921387
	Iteration 40F: 3 clusters Score -562189.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -562192.875000 Penalty: 4421.921387
	Iteration 41Q: 3 clusters Score -562192.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -562197.750000 Penalty: 4421.921387
	Iteration 42Q: 3 clusters Score -562197.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -562199.000000 Penalty: 4421.921387
	Iteration 43Q: 3 clusters Score -562199 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -562201.625000 Penalty: 4421.921387
	Iteration 44Q: 3 clusters Score -562201.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -562205.125000 Penalty: 4421.921387
	Iteration 45Q: 3 clusters Score -562205.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -562207.500000 Penalty: 4421.921387
	Iteration 46Q: 3 clusters Score -562207.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -562210.875000 Penalty: 4421.921387
	Iteration 47Q: 3 clusters Score -562210.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -562213.312500 Penalty: 4421.921387
	Iteration 48Q: 3 clusters Score -562213.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -562213.750000 Penalty: 4421.921387
	Iteration 49Q: 3 clusters Score -562213.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -562212.875000 Penalty: 4421.921387
	Iteration 50Q: 3 clusters Score -562212.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -562214.312500 Penalty: 4421.921387
	Iteration 51Q: 3 clusters Score -562214.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -562214.250000 Penalty: 4421.921387
	Iteration 52Q: 3 clusters Score -562214.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -562214.375000 Penalty: 4421.921387
	Iteration 53Q: 3 clusters Score -562214.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -562214.375000 Penalty: 4421.921387
	Iteration 54F: 3 clusters Score -562214.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 3455 members 
Mstep: Class 3 contains 8447 members 
Mstep: Class 4 contains 3222 members 
Mstep: Class 5 contains 20161 members 
Mstep: Class 6 contains 29796 members 
Mstep: Class 7 contains 19102 members 
Mstep: Class 8 contains 6520 members 
Mstep: Class 9 contains 56221 members 
Mstep: Class 10 contains 69669 members 
Mstep: Class 11 contains 5934 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14140 members 
Mstep: Class 14 contains 4777 members 
Mstep: Class 15 contains 7828 members 
Mstep: Class 16 contains 6143 members 
Mstep: Class 17 contains 153521 members 
Mstep: Class 18 contains 5187 members 
Mstep: Class 19 contains 40019 members 
Mstep: Class 20 contains 24071 members 
Mstep: Class 21 contains 5768 members 
Mstep: Class 22 contains 4037 members 
Mstep: Class 23 contains 79102 members 
Mstep: Class 24 contains 4624 members 
Mstep: Class 25 contains 5008 members 
Mstep: Class 26 contains 64308 members 
Mstep: Class 27 contains 4512 members 
Mstep: Class 28 contains 121067 members 
Mstep: Class 29 contains 13919 members 
Mstep: Class 30 contains 46743 members 
Mstep: Class 31 contains 31181 members 
Mstep: Class 32 contains 1216 members 
Mstep: Class 33 contains 5316 members 
Mstep: Class 34 contains 64511 members 
Mstep: Class 35 contains 30540 members 
Mstep: Class 36 contains 483065 members 
Mstep: Class 37 contains 2257 members 
Entering Unmasked Estep 
Score: -111990232.000000 Penalty: 130263.085938
Splitting cluster 18 changes total score from -111991256.000000 to -111990232.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (40019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40019 members 
Entering Unmasked Estep 
Score: -3136350.000000 Penalty: 2628.083252
	Iteration 0F: 2 clusters Score -3136350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20003 members 
Mstep: Class 2 contains 20016 members 
Entering Unmasked Estep 
Score: -3109232.750000 Penalty: 5256.166504
	Iteration 0F: 3 clusters Score -3109233 nChanged 18311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20070 members 
Mstep: Class 2 contains 19949 members 
Entering Unmasked Estep 
Score: -3119533.500000 Penalty: 5256.166504
	Iteration 1F: 3 clusters Score -3119534 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20107 members 
Mstep: Class 2 contains 19912 members 
Entering Unmasked Estep 
Score: -3120234.000000 Penalty: 5256.166504
	Iteration 2Q: 3 clusters Score -3120234 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20262 members 
Mstep: Class 2 contains 19757 members 
Entering Unmasked Estep 
Score: -3121095.250000 Penalty: 5256.166504
	Iteration 3Q: 3 clusters Score -3121095 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20479 members 
Mstep: Class 2 contains 19540 members 
Entering Unmasked Estep 
Score: -3122262.000000 Penalty: 5256.166504
	Iteration 4Q: 3 clusters Score -3122262 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20670 members 
Mstep: Class 2 contains 19349 members 
Entering Unmasked Estep 
Score: -3123740.250000 Penalty: 5256.166504
	Iteration 5F: 3 clusters Score -3123740 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20679 members 
Mstep: Class 2 contains 19340 members 
Entering Unmasked Estep 
Score: -3125361.250000 Penalty: 5256.166504
	Iteration 6F: 3 clusters Score -3125361 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20505 members 
Mstep: Class 2 contains 19514 members 
Entering Unmasked Estep 
Score: -3127107.000000 Penalty: 5256.166504
	Iteration 7F: 3 clusters Score -3127107 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20142 members 
Mstep: Class 2 contains 19877 members 
Entering Unmasked Estep 
Score: -3128805.750000 Penalty: 5256.166504
	Iteration 8F: 3 clusters Score -3128806 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19805 members 
Mstep: Class 2 contains 20214 members 
Entering Unmasked Estep 
Score: -3130187.500000 Penalty: 5256.166504
	Iteration 9F: 3 clusters Score -3130188 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19479 members 
Mstep: Class 2 contains 20540 members 
Entering Unmasked Estep 
Score: -3131088.000000 Penalty: 5256.166504
	Iteration 10Q: 3 clusters Score -3131088 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 20898 members 
Entering Unmasked Estep 
Score: -3131638.500000 Penalty: 5256.166504
	Iteration 11Q: 3 clusters Score -3131638 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 21257 members 
Entering Unmasked Estep 
Score: -3131924.000000 Penalty: 5256.166504
	Iteration 12Q: 3 clusters Score -3131924 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18418 members 
Mstep: Class 2 contains 21601 members 
Entering Unmasked Estep 
Score: -3132135.500000 Penalty: 5256.166504
	Iteration 13Q: 3 clusters Score -3132136 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18096 members 
Mstep: Class 2 contains 21923 members 
Entering Unmasked Estep 
Score: -3132264.500000 Penalty: 5256.166504
	Iteration 14Q: 3 clusters Score -3132264 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17788 members 
Mstep: Class 2 contains 22231 members 
Entering Unmasked Estep 
Score: -3132388.750000 Penalty: 5256.166504
	Iteration 15Q: 3 clusters Score -3132389 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17475 members 
Mstep: Class 2 contains 22544 members 
Entering Unmasked Estep 
Score: -3132478.000000 Penalty: 5256.166504
	Iteration 16Q: 3 clusters Score -3132478 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17188 members 
Mstep: Class 2 contains 22831 members 
Entering Unmasked Estep 
Score: -3132565.000000 Penalty: 5256.166504
	Iteration 17Q: 3 clusters Score -3132565 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 23082 members 
Entering Unmasked Estep 
Score: -3132612.750000 Penalty: 5256.166504
	Iteration 18Q: 3 clusters Score -3132613 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16694 members 
Mstep: Class 2 contains 23325 members 
Entering Unmasked Estep 
Score: -3132673.000000 Penalty: 5256.166504
	Iteration 19Q: 3 clusters Score -3132673 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16452 members 
Mstep: Class 2 contains 23567 members 
Entering Unmasked Estep 
Score: -3132723.500000 Penalty: 5256.166504
	Iteration 20F: 3 clusters Score -3132724 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 23813 members 
Entering Unmasked Estep 
Score: -3132773.250000 Penalty: 5256.166504
	Iteration 21Q: 3 clusters Score -3132773 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 24056 members 
Entering Unmasked Estep 
Score: -3132821.750000 Penalty: 5256.166504
	Iteration 22Q: 3 clusters Score -3132822 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15727 members 
Mstep: Class 2 contains 24292 members 
Entering Unmasked Estep 
Score: -3132876.750000 Penalty: 5256.166504
	Iteration 23Q: 3 clusters Score -3132877 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15480 members 
Mstep: Class 2 contains 24539 members 
Entering Unmasked Estep 
Score: -3132913.750000 Penalty: 5256.166504
	Iteration 24Q: 3 clusters Score -3132914 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 24822 members 
Entering Unmasked Estep 
Score: -3132988.750000 Penalty: 5256.166504
	Iteration 25Q: 3 clusters Score -3132989 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 25128 members 
Entering Unmasked Estep 
Score: -3133065.250000 Penalty: 5256.166504
	Iteration 26Q: 3 clusters Score -3133065 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 25439 members 
Entering Unmasked Estep 
Score: -3133136.250000 Penalty: 5256.166504
	Iteration 27Q: 3 clusters Score -3133136 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 25745 members 
Entering Unmasked Estep 
Score: -3133223.000000 Penalty: 5256.166504
	Iteration 28Q: 3 clusters Score -3133223 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 26061 members 
Entering Unmasked Estep 
Score: -3133291.500000 Penalty: 5256.166504
	Iteration 29Q: 3 clusters Score -3133292 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 26416 members 
Entering Unmasked Estep 
Score: -3133397.500000 Penalty: 5256.166504
	Iteration 30Q: 3 clusters Score -3133398 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 26808 members 
Entering Unmasked Estep 
Score: -3133512.000000 Penalty: 5256.166504
	Iteration 31Q: 3 clusters Score -3133512 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 27192 members 
Entering Unmasked Estep 
Score: -3133608.250000 Penalty: 5256.166504
	Iteration 32Q: 3 clusters Score -3133608 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 27578 members 
Entering Unmasked Estep 
Score: -3133713.750000 Penalty: 5256.166504
	Iteration 33Q: 3 clusters Score -3133714 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 27974 members 
Entering Unmasked Estep 
Score: -3133848.250000 Penalty: 5256.166504
	Iteration 34Q: 3 clusters Score -3133848 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 28362 members 
Entering Unmasked Estep 
Score: -3133956.250000 Penalty: 5256.166504
	Iteration 35Q: 3 clusters Score -3133956 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 28744 members 
Entering Unmasked Estep 
Score: -3134096.750000 Penalty: 5256.166504
	Iteration 36Q: 3 clusters Score -3134097 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 29124 members 
Entering Unmasked Estep 
Score: -3134212.500000 Penalty: 5256.166504
	Iteration 37Q: 3 clusters Score -3134212 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 29484 members 
Entering Unmasked Estep 
Score: -3134312.750000 Penalty: 5256.166504
	Iteration 38Q: 3 clusters Score -3134313 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 29821 members 
Entering Unmasked Estep 
Score: -3134408.750000 Penalty: 5256.166504
	Iteration 39Q: 3 clusters Score -3134409 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 30132 members 
Entering Unmasked Estep 
Score: -3134478.250000 Penalty: 5256.166504
	Iteration 40F: 3 clusters Score -3134478 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 30414 members 
Entering Unmasked Estep 
Score: -3134571.000000 Penalty: 5256.166504
	Iteration 41Q: 3 clusters Score -3134571 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 30683 members 
Entering Unmasked Estep 
Score: -3134622.250000 Penalty: 5256.166504
	Iteration 42Q: 3 clusters Score -3134622 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 30961 members 
Entering Unmasked Estep 
Score: -3134698.250000 Penalty: 5256.166504
	Iteration 43Q: 3 clusters Score -3134698 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 31209 members 
Entering Unmasked Estep 
Score: -3134769.500000 Penalty: 5256.166504
	Iteration 44Q: 3 clusters Score -3134770 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 31418 members 
Entering Unmasked Estep 
Score: -3134812.250000 Penalty: 5256.166504
	Iteration 45Q: 3 clusters Score -3134812 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 31601 members 
Entering Unmasked Estep 
Score: -3134855.250000 Penalty: 5256.166504
	Iteration 46Q: 3 clusters Score -3134855 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 31781 members 
Entering Unmasked Estep 
Score: -3134886.500000 Penalty: 5256.166504
	Iteration 47Q: 3 clusters Score -3134886 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 31951 members 
Entering Unmasked Estep 
Score: -3134926.750000 Penalty: 5256.166504
	Iteration 48Q: 3 clusters Score -3134927 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 32138 members 
Entering Unmasked Estep 
Score: -3134981.750000 Penalty: 5256.166504
	Iteration 49Q: 3 clusters Score -3134982 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 32330 members 
Entering Unmasked Estep 
Score: -3135042.000000 Penalty: 5256.166504
	Iteration 50Q: 3 clusters Score -3135042 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 32509 members 
Entering Unmasked Estep 
Score: -3135102.750000 Penalty: 5256.166504
	Iteration 51Q: 3 clusters Score -3135103 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 32692 members 
Entering Unmasked Estep 
Score: -3135160.500000 Penalty: 5256.166504
	Iteration 52Q: 3 clusters Score -3135160 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 32875 members 
Entering Unmasked Estep 
Score: -3135222.750000 Penalty: 5256.166504
	Iteration 53Q: 3 clusters Score -3135223 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 33069 members 
Entering Unmasked Estep 
Score: -3135263.000000 Penalty: 5256.166504
	Iteration 54Q: 3 clusters Score -3135263 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 33259 members 
Entering Unmasked Estep 
Score: -3135329.750000 Penalty: 5256.166504
	Iteration 55Q: 3 clusters Score -3135330 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 33447 members 
Entering Unmasked Estep 
Score: -3135398.750000 Penalty: 5256.166504
	Iteration 56Q: 3 clusters Score -3135399 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 33623 members 
Entering Unmasked Estep 
Score: -3135474.000000 Penalty: 5256.166504
	Iteration 57Q: 3 clusters Score -3135474 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 33785 members 
Entering Unmasked Estep 
Score: -3135513.500000 Penalty: 5256.166504
	Iteration 58Q: 3 clusters Score -3135514 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 33943 members 
Entering Unmasked Estep 
Score: -3135567.500000 Penalty: 5256.166504
	Iteration 59Q: 3 clusters Score -3135568 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 34097 members 
Entering Unmasked Estep 
Score: -3135608.750000 Penalty: 5256.166504
	Iteration 60F: 3 clusters Score -3135609 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 34241 members 
Entering Unmasked Estep 
Score: -3135661.500000 Penalty: 5256.166504
	Iteration 61Q: 3 clusters Score -3135662 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 34361 members 
Entering Unmasked Estep 
Score: -3135687.000000 Penalty: 5256.166504
	Iteration 62Q: 3 clusters Score -3135687 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 34459 members 
Entering Unmasked Estep 
Score: -3135705.250000 Penalty: 5256.166504
	Iteration 63Q: 3 clusters Score -3135705 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 34548 members 
Entering Unmasked Estep 
Score: -3135730.000000 Penalty: 5256.166504
	Iteration 64Q: 3 clusters Score -3135730 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 34620 members 
Entering Unmasked Estep 
Score: -3135744.250000 Penalty: 5256.166504
	Iteration 65Q: 3 clusters Score -3135744 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 34680 members 
Entering Unmasked Estep 
Score: -3135742.750000 Penalty: 5256.166504
	Iteration 66Q: 3 clusters Score -3135743 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 34727 members 
Entering Unmasked Estep 
Score: -3135753.250000 Penalty: 5256.166504
	Iteration 67Q: 3 clusters Score -3135753 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 34766 members 
Entering Unmasked Estep 
Score: -3135754.750000 Penalty: 5256.166504
	Iteration 68Q: 3 clusters Score -3135755 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 34806 members 
Entering Unmasked Estep 
Score: -3135763.250000 Penalty: 5256.166504
	Iteration 69Q: 3 clusters Score -3135763 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 34836 members 
Entering Unmasked Estep 
Score: -3135761.000000 Penalty: 5256.166504
	Iteration 70Q: 3 clusters Score -3135761 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 34871 members 
Entering Unmasked Estep 
Score: -3135767.500000 Penalty: 5256.166504
	Iteration 71Q: 3 clusters Score -3135768 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 34901 members 
Entering Unmasked Estep 
Score: -3135772.250000 Penalty: 5256.166504
	Iteration 72Q: 3 clusters Score -3135772 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 34929 members 
Entering Unmasked Estep 
Score: -3135784.000000 Penalty: 5256.166504
	Iteration 73Q: 3 clusters Score -3135784 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 34959 members 
Entering Unmasked Estep 
Score: -3135789.250000 Penalty: 5256.166504
	Iteration 74Q: 3 clusters Score -3135789 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 34987 members 
Entering Unmasked Estep 
Score: -3135796.500000 Penalty: 5256.166504
	Iteration 75Q: 3 clusters Score -3135796 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 35001 members 
Entering Unmasked Estep 
Score: -3135798.750000 Penalty: 5256.166504
	Iteration 76Q: 3 clusters Score -3135799 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 35013 members 
Entering Unmasked Estep 
Score: -3135792.500000 Penalty: 5256.166504
	Iteration 77Q: 3 clusters Score -3135792 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 35027 members 
Entering Unmasked Estep 
Score: -3135792.750000 Penalty: 5256.166504
	Iteration 78Q: 3 clusters Score -3135793 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 35037 members 
Entering Unmasked Estep 
Score: -3135792.250000 Penalty: 5256.166504
	Iteration 79Q: 3 clusters Score -3135792 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 35047 members 
Entering Unmasked Estep 
Score: -3135788.500000 Penalty: 5256.166504
	Iteration 80F: 3 clusters Score -3135788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 35051 members 
Entering Unmasked Estep 
Score: -3135788.500000 Penalty: 5256.166504
	Iteration 81Q: 3 clusters Score -3135788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 35057 members 
Entering Unmasked Estep 
Score: -3135787.250000 Penalty: 5256.166504
	Iteration 82Q: 3 clusters Score -3135787 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 35058 members 
Entering Unmasked Estep 
Score: -3135783.750000 Penalty: 5256.166504
	Iteration 83Q: 3 clusters Score -3135784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 35060 members 
Entering Unmasked Estep 
Score: -3135787.250000 Penalty: 5256.166504
	Iteration 84Q: 3 clusters Score -3135787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 35062 members 
Entering Unmasked Estep 
Score: -3135791.500000 Penalty: 5256.166504
	Iteration 85Q: 3 clusters Score -3135792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 35061 members 
Entering Unmasked Estep 
Score: -3135792.500000 Penalty: 5256.166504
	Iteration 86Q: 3 clusters Score -3135792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 35061 members 
Entering Unmasked Estep 
Score: -3135792.500000 Penalty: 5256.166504
	Iteration 87F: 3 clusters Score -3135792 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (24071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24071 members 
Entering Unmasked Estep 
Score: -1896166.000000 Penalty: 2502.013184
	Iteration 0F: 2 clusters Score -1896166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -1879418.625000 Penalty: 5004.026367
	Iteration 0F: 3 clusters Score -1879419 nChanged 10826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -1885381.625000 Penalty: 5004.026367
	Iteration 1F: 3 clusters Score -1885382 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -1886013.000000 Penalty: 5004.026367
	Iteration 2F: 3 clusters Score -1886013 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -1886716.250000 Penalty: 5004.026367
	Iteration 3F: 3 clusters Score -1886716 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1887477.875000 Penalty: 5004.026367
	Iteration 4F: 3 clusters Score -1887478 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -1888315.375000 Penalty: 5004.026367
	Iteration 5F: 3 clusters Score -1888315 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -1889141.625000 Penalty: 5004.026367
	Iteration 6F: 3 clusters Score -1889142 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1889917.250000 Penalty: 5004.026367
	Iteration 7Q: 3 clusters Score -1889917 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17455 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1890553.625000 Penalty: 5004.026367
	Iteration 8Q: 3 clusters Score -1890554 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18099 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1891074.000000 Penalty: 5004.026367
	Iteration 9Q: 3 clusters Score -1891074 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18706 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1891494.000000 Penalty: 5004.026367
	Iteration 10Q: 3 clusters Score -1891494 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19207 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1891795.000000 Penalty: 5004.026367
	Iteration 11Q: 3 clusters Score -1891795 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19671 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1892034.375000 Penalty: 5004.026367
	Iteration 12Q: 3 clusters Score -1892034 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20096 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1892242.625000 Penalty: 5004.026367
	Iteration 13Q: 3 clusters Score -1892243 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20494 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1892437.500000 Penalty: 5004.026367
	Iteration 14Q: 3 clusters Score -1892438 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20863 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1892617.875000 Penalty: 5004.026367
	Iteration 15Q: 3 clusters Score -1892618 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21208 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1892792.125000 Penalty: 5004.026367
	Iteration 16Q: 3 clusters Score -1892792 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21513 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1892957.125000 Penalty: 5004.026367
	Iteration 17Q: 3 clusters Score -1892957 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21788 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1893097.625000 Penalty: 5004.026367
	Iteration 18Q: 3 clusters Score -1893098 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22005 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1893214.375000 Penalty: 5004.026367
	Iteration 19Q: 3 clusters Score -1893214 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22215 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1893334.500000 Penalty: 5004.026367
	Iteration 20F: 3 clusters Score -1893334 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22398 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1893437.125000 Penalty: 5004.026367
	Iteration 21Q: 3 clusters Score -1893437 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22540 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1893512.000000 Penalty: 5004.026367
	Iteration 22Q: 3 clusters Score -1893512 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22648 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1893562.875000 Penalty: 5004.026367
	Iteration 23Q: 3 clusters Score -1893563 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22741 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1893605.875000 Penalty: 5004.026367
	Iteration 24Q: 3 clusters Score -1893606 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22825 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1893650.250000 Penalty: 5004.026367
	Iteration 25Q: 3 clusters Score -1893650 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22891 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1893681.500000 Penalty: 5004.026367
	Iteration 26Q: 3 clusters Score -1893682 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22957 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1893715.750000 Penalty: 5004.026367
	Iteration 27Q: 3 clusters Score -1893716 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23008 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1893741.125000 Penalty: 5004.026367
	Iteration 28Q: 3 clusters Score -1893741 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23056 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1893773.375000 Penalty: 5004.026367
	Iteration 29Q: 3 clusters Score -1893773 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23094 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1893792.375000 Penalty: 5004.026367
	Iteration 30Q: 3 clusters Score -1893792 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23130 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1893812.125000 Penalty: 5004.026367
	Iteration 31Q: 3 clusters Score -1893812 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23159 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1893830.125000 Penalty: 5004.026367
	Iteration 32Q: 3 clusters Score -1893830 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23190 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1893853.500000 Penalty: 5004.026367
	Iteration 33Q: 3 clusters Score -1893854 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23222 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1893873.125000 Penalty: 5004.026367
	Iteration 34Q: 3 clusters Score -1893873 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23250 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1893893.625000 Penalty: 5004.026367
	Iteration 35Q: 3 clusters Score -1893894 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23274 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1893902.875000 Penalty: 5004.026367
	Iteration 36Q: 3 clusters Score -1893903 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23294 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1893915.625000 Penalty: 5004.026367
	Iteration 37Q: 3 clusters Score -1893916 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23318 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1893932.000000 Penalty: 5004.026367
	Iteration 38Q: 3 clusters Score -1893932 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23347 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1893957.750000 Penalty: 5004.026367
	Iteration 39Q: 3 clusters Score -1893958 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23370 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1893970.000000 Penalty: 5004.026367
	Iteration 40F: 3 clusters Score -1893970 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23383 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1893978.375000 Penalty: 5004.026367
	Iteration 41Q: 3 clusters Score -1893978 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23391 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1893981.375000 Penalty: 5004.026367
	Iteration 42Q: 3 clusters Score -1893981 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23401 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1893986.375000 Penalty: 5004.026367
	Iteration 43Q: 3 clusters Score -1893986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23407 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1893989.625000 Penalty: 5004.026367
	Iteration 44Q: 3 clusters Score -1893990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23412 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1893992.250000 Penalty: 5004.026367
	Iteration 45Q: 3 clusters Score -1893992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23417 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1893995.250000 Penalty: 5004.026367
	Iteration 46Q: 3 clusters Score -1893995 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1894005.625000 Penalty: 5004.026367
	Iteration 47Q: 3 clusters Score -1894006 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23440 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1894015.375000 Penalty: 5004.026367
	Iteration 48Q: 3 clusters Score -1894015 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23448 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1894021.250000 Penalty: 5004.026367
	Iteration 49Q: 3 clusters Score -1894021 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23454 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1894029.500000 Penalty: 5004.026367
	Iteration 50Q: 3 clusters Score -1894030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23457 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1894029.875000 Penalty: 5004.026367
	Iteration 51Q: 3 clusters Score -1894030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23461 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1894031.750000 Penalty: 5004.026367
	Iteration 52Q: 3 clusters Score -1894032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23464 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1894035.000000 Penalty: 5004.026367
	Iteration 53Q: 3 clusters Score -1894035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23466 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1894036.500000 Penalty: 5004.026367
	Iteration 54Q: 3 clusters Score -1894036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23473 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1894040.125000 Penalty: 5004.026367
	Iteration 55Q: 3 clusters Score -1894040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23479 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1894042.125000 Penalty: 5004.026367
	Iteration 56Q: 3 clusters Score -1894042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23482 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1894045.875000 Penalty: 5004.026367
	Iteration 57Q: 3 clusters Score -1894046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23485 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1894049.625000 Penalty: 5004.026367
	Iteration 58Q: 3 clusters Score -1894050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23489 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1894051.375000 Penalty: 5004.026367
	Iteration 59Q: 3 clusters Score -1894051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23493 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1894052.625000 Penalty: 5004.026367
	Iteration 60F: 3 clusters Score -1894053 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23498 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1894056.875000 Penalty: 5004.026367
	Iteration 61Q: 3 clusters Score -1894057 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23503 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1894061.250000 Penalty: 5004.026367
	Iteration 62Q: 3 clusters Score -1894061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23505 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1894064.375000 Penalty: 5004.026367
	Iteration 63Q: 3 clusters Score -1894064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23504 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1894065.875000 Penalty: 5004.026367
	Iteration 64Q: 3 clusters Score -1894066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23503 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1894067.375000 Penalty: 5004.026367
	Iteration 65Q: 3 clusters Score -1894067 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23503 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1894067.375000 Penalty: 5004.026367
	Iteration 66F: 3 clusters Score -1894067 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Entering Unmasked Estep 
Score: -424994.468750 Penalty: 2147.699951
	Iteration 0F: 2 clusters Score -424994.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -420001.500000 Penalty: 4295.399902
	Iteration 0F: 3 clusters Score -420001.5 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -421277.625000 Penalty: 4295.399902
	Iteration 1F: 3 clusters Score -421277.6 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -421721.375000 Penalty: 4295.399902
	Iteration 2F: 3 clusters Score -421721.4 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -422070.437500 Penalty: 4295.399902
	Iteration 3F: 3 clusters Score -422070.4 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -422407.187500 Penalty: 4295.399902
	Iteration 4F: 3 clusters Score -422407.2 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -422774.843750 Penalty: 4295.399902
	Iteration 5F: 3 clusters Score -422774.8 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -423110.718750 Penalty: 4295.399902
	Iteration 6F: 3 clusters Score -423110.7 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -423403.718750 Penalty: 4295.399902
	Iteration 7F: 3 clusters Score -423403.7 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -423633.031250 Penalty: 4295.399902
	Iteration 8Q: 3 clusters Score -423633 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -423786.468750 Penalty: 4295.399902
	Iteration 9Q: 3 clusters Score -423786.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -423880.281250 Penalty: 4295.399902
	Iteration 10Q: 3 clusters Score -423880.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -423944.093750 Penalty: 4295.399902
	Iteration 11Q: 3 clusters Score -423944.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -423985.875000 Penalty: 4295.399902
	Iteration 12Q: 3 clusters Score -423985.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -424013.312500 Penalty: 4295.399902
	Iteration 13Q: 3 clusters Score -424013.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -424031.593750 Penalty: 4295.399902
	Iteration 14Q: 3 clusters Score -424031.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -424046.562500 Penalty: 4295.399902
	Iteration 15Q: 3 clusters Score -424046.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -424060.125000 Penalty: 4295.399902
	Iteration 16Q: 3 clusters Score -424060.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -424070.312500 Penalty: 4295.399902
	Iteration 17Q: 3 clusters Score -424070.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -424077.968750 Penalty: 4295.399902
	Iteration 18Q: 3 clusters Score -424078 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -424082.250000 Penalty: 4295.399902
	Iteration 19Q: 3 clusters Score -424082.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -424089.437500 Penalty: 4295.399902
	Iteration 20F: 3 clusters Score -424089.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -424095.968750 Penalty: 4295.399902
	Iteration 21Q: 3 clusters Score -424096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -424100.531250 Penalty: 4295.399902
	Iteration 22Q: 3 clusters Score -424100.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -424105.687500 Penalty: 4295.399902
	Iteration 23Q: 3 clusters Score -424105.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -424110.968750 Penalty: 4295.399902
	Iteration 24Q: 3 clusters Score -424111 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -424115.625000 Penalty: 4295.399902
	Iteration 25Q: 3 clusters Score -424115.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -424119.781250 Penalty: 4295.399902
	Iteration 26Q: 3 clusters Score -424119.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -424123.531250 Penalty: 4295.399902
	Iteration 27Q: 3 clusters Score -424123.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -424123.906250 Penalty: 4295.399902
	Iteration 28Q: 3 clusters Score -424123.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -424123.906250 Penalty: 4295.399902
	Iteration 29F: 3 clusters Score -424123.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Entering Unmasked Estep 
Score: -313721.406250 Penalty: 2059.207764
	Iteration 0F: 2 clusters Score -313721.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -309808.468750 Penalty: 4118.415527
	Iteration 0F: 3 clusters Score -309808.5 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -310716.812500 Penalty: 4118.415527
	Iteration 1F: 3 clusters Score -310716.8 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -310932.000000 Penalty: 4118.415527
	Iteration 2F: 3 clusters Score -310932 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -311041.406250 Penalty: 4118.415527
	Iteration 3F: 3 clusters Score -311041.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -311108.218750 Penalty: 4118.415527
	Iteration 4Q: 3 clusters Score -311108.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -311162.375000 Penalty: 4118.415527
	Iteration 5Q: 3 clusters Score -311162.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -311200.343750 Penalty: 4118.415527
	Iteration 6Q: 3 clusters Score -311200.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -311229.687500 Penalty: 4118.415527
	Iteration 7Q: 3 clusters Score -311229.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -311253.875000 Penalty: 4118.415527
	Iteration 8Q: 3 clusters Score -311253.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -311281.968750 Penalty: 4118.415527
	Iteration 9Q: 3 clusters Score -311282 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -311307.562500 Penalty: 4118.415527
	Iteration 10Q: 3 clusters Score -311307.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -311330.375000 Penalty: 4118.415527
	Iteration 11Q: 3 clusters Score -311330.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -311353.906250 Penalty: 4118.415527
	Iteration 12Q: 3 clusters Score -311353.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -311371.625000 Penalty: 4118.415527
	Iteration 13Q: 3 clusters Score -311371.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -311386.500000 Penalty: 4118.415527
	Iteration 14Q: 3 clusters Score -311386.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -311402.343750 Penalty: 4118.415527
	Iteration 15Q: 3 clusters Score -311402.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -311424.812500 Penalty: 4118.415527
	Iteration 16Q: 3 clusters Score -311424.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -311448.531250 Penalty: 4118.415527
	Iteration 17Q: 3 clusters Score -311448.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -311475.531250 Penalty: 4118.415527
	Iteration 18Q: 3 clusters Score -311475.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -311492.156250 Penalty: 4118.415527
	Iteration 19Q: 3 clusters Score -311492.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -311505.718750 Penalty: 4118.415527
	Iteration 20F: 3 clusters Score -311505.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -311519.500000 Penalty: 4118.415527
	Iteration 21Q: 3 clusters Score -311519.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -311535.656250 Penalty: 4118.415527
	Iteration 22Q: 3 clusters Score -311535.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -311550.125000 Penalty: 4118.415527
	Iteration 23Q: 3 clusters Score -311550.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -311561.562500 Penalty: 4118.415527
	Iteration 24Q: 3 clusters Score -311561.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -311575.500000 Penalty: 4118.415527
	Iteration 25Q: 3 clusters Score -311575.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -311590.250000 Penalty: 4118.415527
	Iteration 26Q: 3 clusters Score -311590.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -311604.625000 Penalty: 4118.415527
	Iteration 27Q: 3 clusters Score -311604.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -311614.062500 Penalty: 4118.415527
	Iteration 28Q: 3 clusters Score -311614.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -311621.656250 Penalty: 4118.415527
	Iteration 29Q: 3 clusters Score -311621.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -311628.593750 Penalty: 4118.415527
	Iteration 30Q: 3 clusters Score -311628.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -311632.531250 Penalty: 4118.415527
	Iteration 31Q: 3 clusters Score -311632.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -311636.875000 Penalty: 4118.415527
	Iteration 32Q: 3 clusters Score -311636.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -311640.625000 Penalty: 4118.415527
	Iteration 33Q: 3 clusters Score -311640.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -311645.031250 Penalty: 4118.415527
	Iteration 34Q: 3 clusters Score -311645 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -311649.750000 Penalty: 4118.415527
	Iteration 35Q: 3 clusters Score -311649.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -311651.875000 Penalty: 4118.415527
	Iteration 36Q: 3 clusters Score -311651.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -311656.593750 Penalty: 4118.415527
	Iteration 37Q: 3 clusters Score -311656.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -311661.375000 Penalty: 4118.415527
	Iteration 38Q: 3 clusters Score -311661.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -311665.312500 Penalty: 4118.415527
	Iteration 39Q: 3 clusters Score -311665.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -311668.250000 Penalty: 4118.415527
	Iteration 40F: 3 clusters Score -311668.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -311671.156250 Penalty: 4118.415527
	Iteration 41Q: 3 clusters Score -311671.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -311673.343750 Penalty: 4118.415527
	Iteration 42Q: 3 clusters Score -311673.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -311674.531250 Penalty: 4118.415527
	Iteration 43Q: 3 clusters Score -311674.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -311676.875000 Penalty: 4118.415527
	Iteration 44Q: 3 clusters Score -311676.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -311678.093750 Penalty: 4118.415527
	Iteration 45Q: 3 clusters Score -311678.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -311680.593750 Penalty: 4118.415527
	Iteration 46Q: 3 clusters Score -311680.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -311681.281250 Penalty: 4118.415527
	Iteration 47Q: 3 clusters Score -311681.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -311682.031250 Penalty: 4118.415527
	Iteration 48Q: 3 clusters Score -311682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -311681.812500 Penalty: 4118.415527
	Iteration 49Q: 3 clusters Score -311681.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -311683.031250 Penalty: 4118.415527
	Iteration 50Q: 3 clusters Score -311683 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -311684.156250 Penalty: 4118.415527
	Iteration 51Q: 3 clusters Score -311684.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -311686.062500 Penalty: 4118.415527
	Iteration 52Q: 3 clusters Score -311686.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -311689.000000 Penalty: 4118.415527
	Iteration 53Q: 3 clusters Score -311689 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -311692.656250 Penalty: 4118.415527
	Iteration 54Q: 3 clusters Score -311692.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -311696.562500 Penalty: 4118.415527
	Iteration 55Q: 3 clusters Score -311696.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -311698.468750 Penalty: 4118.415527
	Iteration 56Q: 3 clusters Score -311698.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -311700.000000 Penalty: 4118.415527
	Iteration 57Q: 3 clusters Score -311700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -311700.187500 Penalty: 4118.415527
	Iteration 58Q: 3 clusters Score -311700.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -311700.187500 Penalty: 4118.415527
	Iteration 59F: 3 clusters Score -311700.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (79102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79102 members 
Entering Unmasked Estep 
Score: -6415471.500000 Penalty: 2797.066406
	Iteration 0F: 2 clusters Score -6415472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39430 members 
Mstep: Class 2 contains 39672 members 
Entering Unmasked Estep 
Score: -6362417.000000 Penalty: 5594.132812
	Iteration 0F: 3 clusters Score -6362417 nChanged 37197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38749 members 
Mstep: Class 2 contains 40353 members 
Entering Unmasked Estep 
Score: -6383240.500000 Penalty: 5594.132812
	Iteration 1F: 3 clusters Score -6383240 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38249 members 
Mstep: Class 2 contains 40853 members 
Entering Unmasked Estep 
Score: -6383840.000000 Penalty: 5594.132812
	Iteration 2Q: 3 clusters Score -6383840 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37581 members 
Mstep: Class 2 contains 41521 members 
Entering Unmasked Estep 
Score: -6384438.000000 Penalty: 5594.132812
	Iteration 3Q: 3 clusters Score -6384438 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36670 members 
Mstep: Class 2 contains 42432 members 
Entering Unmasked Estep 
Score: -6385166.000000 Penalty: 5594.132812
	Iteration 4Q: 3 clusters Score -6385166 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35210 members 
Mstep: Class 2 contains 43892 members 
Entering Unmasked Estep 
Score: -6386050.500000 Penalty: 5594.132812
	Iteration 5Q: 3 clusters Score -6386050 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33120 members 
Mstep: Class 2 contains 45982 members 
Entering Unmasked Estep 
Score: -6387451.500000 Penalty: 5594.132812
	Iteration 6Q: 3 clusters Score -6387452 nChanged 4198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30004 members 
Mstep: Class 2 contains 49098 members 
Entering Unmasked Estep 
Score: -6389920.000000 Penalty: 5594.132812
	Iteration 7F: 3 clusters Score -6389920 nChanged 5396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25606 members 
Mstep: Class 2 contains 53496 members 
Entering Unmasked Estep 
Score: -6393910.000000 Penalty: 5594.132812
	Iteration 8F: 3 clusters Score -6393910 nChanged 5996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20564 members 
Mstep: Class 2 contains 58538 members 
Entering Unmasked Estep 
Score: -6399161.000000 Penalty: 5594.132812
	Iteration 9F: 3 clusters Score -6399161 nChanged 5360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 62920 members 
Entering Unmasked Estep 
Score: -6404107.500000 Penalty: 5594.132812
	Iteration 10F: 3 clusters Score -6404108 nChanged 4015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 65867 members 
Entering Unmasked Estep 
Score: -6407359.500000 Penalty: 5594.132812
	Iteration 11F: 3 clusters Score -6407360 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 67685 members 
Entering Unmasked Estep 
Score: -6409022.500000 Penalty: 5594.132812
	Iteration 12Q: 3 clusters Score -6409022 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 68991 members 
Entering Unmasked Estep 
Score: -6409950.000000 Penalty: 5594.132812
	Iteration 13Q: 3 clusters Score -6409950 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 70151 members 
Entering Unmasked Estep 
Score: -6410566.000000 Penalty: 5594.132812
	Iteration 14Q: 3 clusters Score -6410566 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 71204 members 
Entering Unmasked Estep 
Score: -6411117.000000 Penalty: 5594.132812
	Iteration 15Q: 3 clusters Score -6411117 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 72057 members 
Entering Unmasked Estep 
Score: -6411533.500000 Penalty: 5594.132812
	Iteration 16Q: 3 clusters Score -6411534 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 72826 members 
Entering Unmasked Estep 
Score: -6411899.000000 Penalty: 5594.132812
	Iteration 17Q: 3 clusters Score -6411899 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 73488 members 
Entering Unmasked Estep 
Score: -6412187.500000 Penalty: 5594.132812
	Iteration 18Q: 3 clusters Score -6412188 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 74035 members 
Entering Unmasked Estep 
Score: -6412421.500000 Penalty: 5594.132812
	Iteration 19Q: 3 clusters Score -6412422 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 74499 members 
Entering Unmasked Estep 
Score: -6412583.000000 Penalty: 5594.132812
	Iteration 20F: 3 clusters Score -6412583 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 74892 members 
Entering Unmasked Estep 
Score: -6412725.500000 Penalty: 5594.132812
	Iteration 21Q: 3 clusters Score -6412726 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 75208 members 
Entering Unmasked Estep 
Score: -6412853.500000 Penalty: 5594.132812
	Iteration 22Q: 3 clusters Score -6412854 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 75505 members 
Entering Unmasked Estep 
Score: -6412945.000000 Penalty: 5594.132812
	Iteration 23Q: 3 clusters Score -6412945 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 75750 members 
Entering Unmasked Estep 
Score: -6413025.000000 Penalty: 5594.132812
	Iteration 24Q: 3 clusters Score -6413025 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 75982 members 
Entering Unmasked Estep 
Score: -6413099.000000 Penalty: 5594.132812
	Iteration 25Q: 3 clusters Score -6413099 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 76170 members 
Entering Unmasked Estep 
Score: -6413149.500000 Penalty: 5594.132812
	Iteration 26Q: 3 clusters Score -6413150 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 76339 members 
Entering Unmasked Estep 
Score: -6413223.000000 Penalty: 5594.132812
	Iteration 27Q: 3 clusters Score -6413223 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 76490 members 
Entering Unmasked Estep 
Score: -6413264.500000 Penalty: 5594.132812
	Iteration 28Q: 3 clusters Score -6413264 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 76613 members 
Entering Unmasked Estep 
Score: -6413286.500000 Penalty: 5594.132812
	Iteration 29Q: 3 clusters Score -6413286 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 76717 members 
Entering Unmasked Estep 
Score: -6413291.500000 Penalty: 5594.132812
	Iteration 30Q: 3 clusters Score -6413292 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 76815 members 
Entering Unmasked Estep 
Score: -6413341.500000 Penalty: 5594.132812
	Iteration 31Q: 3 clusters Score -6413342 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 76890 members 
Entering Unmasked Estep 
Score: -6413369.500000 Penalty: 5594.132812
	Iteration 32Q: 3 clusters Score -6413370 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 76960 members 
Entering Unmasked Estep 
Score: -6413385.000000 Penalty: 5594.132812
	Iteration 33Q: 3 clusters Score -6413385 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 77016 members 
Entering Unmasked Estep 
Score: -6413402.500000 Penalty: 5594.132812
	Iteration 34Q: 3 clusters Score -6413402 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 77055 members 
Entering Unmasked Estep 
Score: -6413424.000000 Penalty: 5594.132812
	Iteration 35Q: 3 clusters Score -6413424 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 77088 members 
Entering Unmasked Estep 
Score: -6413430.500000 Penalty: 5594.132812
	Iteration 36Q: 3 clusters Score -6413430 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 77120 members 
Entering Unmasked Estep 
Score: -6413435.500000 Penalty: 5594.132812
	Iteration 37Q: 3 clusters Score -6413436 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 77150 members 
Entering Unmasked Estep 
Score: -6413442.500000 Penalty: 5594.132812
	Iteration 38Q: 3 clusters Score -6413442 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 77181 members 
Entering Unmasked Estep 
Score: -6413462.000000 Penalty: 5594.132812
	Iteration 39Q: 3 clusters Score -6413462 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 77213 members 
Entering Unmasked Estep 
Score: -6413462.000000 Penalty: 5594.132812
	Iteration 40F: 3 clusters Score -6413462 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 77233 members 
Entering Unmasked Estep 
Score: -6413451.500000 Penalty: 5594.132812
	Iteration 41Q: 3 clusters Score -6413452 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 77253 members 
Entering Unmasked Estep 
Score: -6413452.500000 Penalty: 5594.132812
	Iteration 42Q: 3 clusters Score -6413452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 77260 members 
Entering Unmasked Estep 
Score: -6413462.500000 Penalty: 5594.132812
	Iteration 43Q: 3 clusters Score -6413462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 77265 members 
Entering Unmasked Estep 
Score: -6413462.000000 Penalty: 5594.132812
	Iteration 44Q: 3 clusters Score -6413462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 77272 members 
Entering Unmasked Estep 
Score: -6413454.500000 Penalty: 5594.132812
	Iteration 45Q: 3 clusters Score -6413454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 77275 members 
Entering Unmasked Estep 
Score: -6413457.000000 Penalty: 5594.132812
	Iteration 46Q: 3 clusters Score -6413457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 77277 members 
Entering Unmasked Estep 
Score: -6413454.500000 Penalty: 5594.132812
	Iteration 47Q: 3 clusters Score -6413454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 77278 members 
Entering Unmasked Estep 
Score: -6413457.500000 Penalty: 5594.132812
	Iteration 48Q: 3 clusters Score -6413458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 77279 members 
Entering Unmasked Estep 
Score: -6413453.000000 Penalty: 5594.132812
	Iteration 49Q: 3 clusters Score -6413453 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 77279 members 
Entering Unmasked Estep 
Score: -6413453.000000 Penalty: 5594.132812
	Iteration 50F: 3 clusters Score -6413453 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Entering Unmasked Estep 
Score: -298569.187500 Penalty: 2092.875732
	Iteration 0F: 2 clusters Score -298569.2 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 2289 members 
Entering Unmasked Estep 
Score: -294199.406250 Penalty: 4185.751465
	Iteration 0F: 3 clusters Score -294199.4 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -295396.906250 Penalty: 4185.751465
	Iteration 1F: 3 clusters Score -295396.9 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -295894.562500 Penalty: 4185.751465
	Iteration 2F: 3 clusters Score -295894.6 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -296546.343750 Penalty: 4185.751465
	Iteration 3F: 3 clusters Score -296546.3 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -297235.406250 Penalty: 4185.751465
	Iteration 4F: 3 clusters Score -297235.4 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -297646.781250 Penalty: 4185.751465
	Iteration 5F: 3 clusters Score -297646.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -297900.531250 Penalty: 4185.751465
	Iteration 6F: 3 clusters Score -297900.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -298040.156250 Penalty: 4185.751465
	Iteration 7Q: 3 clusters Score -298040.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -298146.343750 Penalty: 4185.751465
	Iteration 8Q: 3 clusters Score -298146.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -298225.937500 Penalty: 4185.751465
	Iteration 9Q: 3 clusters Score -298225.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -298291.625000 Penalty: 4185.751465
	Iteration 10Q: 3 clusters Score -298291.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -298351.812500 Penalty: 4185.751465
	Iteration 11Q: 3 clusters Score -298351.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -298411.218750 Penalty: 4185.751465
	Iteration 12Q: 3 clusters Score -298411.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -298458.593750 Penalty: 4185.751465
	Iteration 13Q: 3 clusters Score -298458.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -298503.468750 Penalty: 4185.751465
	Iteration 14Q: 3 clusters Score -298503.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -298544.218750 Penalty: 4185.751465
	Iteration 15Q: 3 clusters Score -298544.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -298577.906250 Penalty: 4185.751465
	Iteration 16Q: 3 clusters Score -298577.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -298600.062500 Penalty: 4185.751465
	Iteration 17Q: 3 clusters Score -298600.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -298621.562500 Penalty: 4185.751465
	Iteration 18Q: 3 clusters Score -298621.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -298637.312500 Penalty: 4185.751465
	Iteration 19Q: 3 clusters Score -298637.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -298649.218750 Penalty: 4185.751465
	Iteration 20F: 3 clusters Score -298649.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -298654.937500 Penalty: 4185.751465
	Iteration 21Q: 3 clusters Score -298654.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -298659.875000 Penalty: 4185.751465
	Iteration 22Q: 3 clusters Score -298659.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -298659.812500 Penalty: 4185.751465
	Iteration 23Q: 3 clusters Score -298659.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -298659.531250 Penalty: 4185.751465
	Iteration 24Q: 3 clusters Score -298659.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -298660.187500 Penalty: 4185.751465
	Iteration 25Q: 3 clusters Score -298660.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -298660.312500 Penalty: 4185.751465
	Iteration 26Q: 3 clusters Score -298660.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -298661.312500 Penalty: 4185.751465
	Iteration 27Q: 3 clusters Score -298661.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -298660.843750 Penalty: 4185.751465
	Iteration 28Q: 3 clusters Score -298660.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -298660.968750 Penalty: 4185.751465
	Iteration 29Q: 3 clusters Score -298661 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -298660.968750 Penalty: 4185.751465
	Iteration 30F: 3 clusters Score -298661 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 3455 members 
Mstep: Class 3 contains 8447 members 
Mstep: Class 4 contains 3222 members 
Mstep: Class 5 contains 20161 members 
Mstep: Class 6 contains 29796 members 
Mstep: Class 7 contains 19102 members 
Mstep: Class 8 contains 6520 members 
Mstep: Class 9 contains 56221 members 
Mstep: Class 10 contains 69669 members 
Mstep: Class 11 contains 5934 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14140 members 
Mstep: Class 14 contains 4777 members 
Mstep: Class 15 contains 7828 members 
Mstep: Class 16 contains 6143 members 
Mstep: Class 17 contains 153521 members 
Mstep: Class 18 contains 7444 members 
Mstep: Class 19 contains 40019 members 
Mstep: Class 20 contains 24071 members 
Mstep: Class 21 contains 5768 members 
Mstep: Class 22 contains 4037 members 
Mstep: Class 23 contains 79102 members 
Mstep: Class 24 contains 2491 members 
Mstep: Class 25 contains 5008 members 
Mstep: Class 26 contains 64308 members 
Mstep: Class 27 contains 4512 members 
Mstep: Class 28 contains 121067 members 
Mstep: Class 29 contains 13919 members 
Mstep: Class 30 contains 46743 members 
Mstep: Class 31 contains 31181 members 
Mstep: Class 32 contains 1216 members 
Mstep: Class 33 contains 5316 members 
Mstep: Class 34 contains 64511 members 
Mstep: Class 35 contains 30540 members 
Mstep: Class 36 contains 483065 members 
Mstep: Class 37 contains 2133 members 
Entering Unmasked Estep 
Score: -111989848.000000 Penalty: 130263.085938
Splitting cluster 24 changes total score from -111991256.000000 to -111989848.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (5008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Entering Unmasked Estep 
Score: -392944.437500 Penalty: 2112.660400
	Iteration 0F: 2 clusters Score -392944.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -388458.656250 Penalty: 4225.320801
	Iteration 0F: 3 clusters Score -388458.7 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -389582.531250 Penalty: 4225.320801
	Iteration 1F: 3 clusters Score -389582.5 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -389800.625000 Penalty: 4225.320801
	Iteration 2F: 3 clusters Score -389800.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -389935.875000 Penalty: 4225.320801
	Iteration 3Q: 3 clusters Score -389935.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -390012.843750 Penalty: 4225.320801
	Iteration 4Q: 3 clusters Score -390012.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -390068.218750 Penalty: 4225.320801
	Iteration 5Q: 3 clusters Score -390068.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -390108.875000 Penalty: 4225.320801
	Iteration 6Q: 3 clusters Score -390108.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -390148.437500 Penalty: 4225.320801
	Iteration 7Q: 3 clusters Score -390148.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -390191.218750 Penalty: 4225.320801
	Iteration 8Q: 3 clusters Score -390191.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -390239.437500 Penalty: 4225.320801
	Iteration 9Q: 3 clusters Score -390239.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -390278.562500 Penalty: 4225.320801
	Iteration 10Q: 3 clusters Score -390278.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -390316.187500 Penalty: 4225.320801
	Iteration 11Q: 3 clusters Score -390316.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -390343.687500 Penalty: 4225.320801
	Iteration 12Q: 3 clusters Score -390343.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -390365.937500 Penalty: 4225.320801
	Iteration 13Q: 3 clusters Score -390365.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -390389.062500 Penalty: 4225.320801
	Iteration 14Q: 3 clusters Score -390389.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -390410.000000 Penalty: 4225.320801
	Iteration 15Q: 3 clusters Score -390410 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -390425.937500 Penalty: 4225.320801
	Iteration 16Q: 3 clusters Score -390425.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -390437.156250 Penalty: 4225.320801
	Iteration 17Q: 3 clusters Score -390437.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -390448.937500 Penalty: 4225.320801
	Iteration 18Q: 3 clusters Score -390448.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -390460.656250 Penalty: 4225.320801
	Iteration 19Q: 3 clusters Score -390460.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -390473.562500 Penalty: 4225.320801
	Iteration 20F: 3 clusters Score -390473.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -390482.437500 Penalty: 4225.320801
	Iteration 21Q: 3 clusters Score -390482.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -390487.281250 Penalty: 4225.320801
	Iteration 22Q: 3 clusters Score -390487.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -390491.156250 Penalty: 4225.320801
	Iteration 23Q: 3 clusters Score -390491.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -390492.750000 Penalty: 4225.320801
	Iteration 24Q: 3 clusters Score -390492.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -390495.187500 Penalty: 4225.320801
	Iteration 25Q: 3 clusters Score -390495.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -390498.906250 Penalty: 4225.320801
	Iteration 26Q: 3 clusters Score -390498.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -390501.062500 Penalty: 4225.320801
	Iteration 27Q: 3 clusters Score -390501.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -390504.000000 Penalty: 4225.320801
	Iteration 28Q: 3 clusters Score -390504 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -390509.281250 Penalty: 4225.320801
	Iteration 29Q: 3 clusters Score -390509.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -390511.875000 Penalty: 4225.320801
	Iteration 30Q: 3 clusters Score -390511.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -390518.031250 Penalty: 4225.320801
	Iteration 31Q: 3 clusters Score -390518 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -390523.906250 Penalty: 4225.320801
	Iteration 32Q: 3 clusters Score -390523.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -390528.625000 Penalty: 4225.320801
	Iteration 33Q: 3 clusters Score -390528.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -390532.437500 Penalty: 4225.320801
	Iteration 34Q: 3 clusters Score -390532.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -390535.531250 Penalty: 4225.320801
	Iteration 35Q: 3 clusters Score -390535.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -390536.468750 Penalty: 4225.320801
	Iteration 36Q: 3 clusters Score -390536.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -390537.468750 Penalty: 4225.320801
	Iteration 37Q: 3 clusters Score -390537.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -390539.687500 Penalty: 4225.320801
	Iteration 38Q: 3 clusters Score -390539.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -390542.312500 Penalty: 4225.320801
	Iteration 39Q: 3 clusters Score -390542.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -390543.250000 Penalty: 4225.320801
	Iteration 40F: 3 clusters Score -390543.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -390544.250000 Penalty: 4225.320801
	Iteration 41Q: 3 clusters Score -390544.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -390545.500000 Penalty: 4225.320801
	Iteration 42Q: 3 clusters Score -390545.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -390547.125000 Penalty: 4225.320801
	Iteration 43Q: 3 clusters Score -390547.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -390548.031250 Penalty: 4225.320801
	Iteration 44Q: 3 clusters Score -390548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -390549.093750 Penalty: 4225.320801
	Iteration 45Q: 3 clusters Score -390549.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -390549.218750 Penalty: 4225.320801
	Iteration 46Q: 3 clusters Score -390549.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -390549.218750 Penalty: 4225.320801
	Iteration 47F: 3 clusters Score -390549.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (64308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64308 members 
Entering Unmasked Estep 
Score: -4923289.500000 Penalty: 2745.717041
	Iteration 0F: 2 clusters Score -4923290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32055 members 
Mstep: Class 2 contains 32253 members 
Entering Unmasked Estep 
Score: -4880038.000000 Penalty: 5491.434082
	Iteration 0F: 3 clusters Score -4880038 nChanged 29998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30573 members 
Mstep: Class 2 contains 33735 members 
Entering Unmasked Estep 
Score: -4897116.000000 Penalty: 5491.434082
	Iteration 1F: 3 clusters Score -4897116 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29763 members 
Mstep: Class 2 contains 34545 members 
Entering Unmasked Estep 
Score: -4898163.000000 Penalty: 5491.434082
	Iteration 2Q: 3 clusters Score -4898163 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28551 members 
Mstep: Class 2 contains 35757 members 
Entering Unmasked Estep 
Score: -4899550.000000 Penalty: 5491.434082
	Iteration 3Q: 3 clusters Score -4899550 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26778 members 
Mstep: Class 2 contains 37530 members 
Entering Unmasked Estep 
Score: -4901436.000000 Penalty: 5491.434082
	Iteration 4F: 3 clusters Score -4901436 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24502 members 
Mstep: Class 2 contains 39806 members 
Entering Unmasked Estep 
Score: -4903844.000000 Penalty: 5491.434082
	Iteration 5F: 3 clusters Score -4903844 nChanged 4061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21965 members 
Mstep: Class 2 contains 42343 members 
Entering Unmasked Estep 
Score: -4906571.000000 Penalty: 5491.434082
	Iteration 6F: 3 clusters Score -4906571 nChanged 3831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19506 members 
Mstep: Class 2 contains 44802 members 
Entering Unmasked Estep 
Score: -4909312.000000 Penalty: 5491.434082
	Iteration 7F: 3 clusters Score -4909312 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 46948 members 
Entering Unmasked Estep 
Score: -4911929.500000 Penalty: 5491.434082
	Iteration 8F: 3 clusters Score -4911930 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15608 members 
Mstep: Class 2 contains 48700 members 
Entering Unmasked Estep 
Score: -4914365.500000 Penalty: 5491.434082
	Iteration 9Q: 3 clusters Score -4914366 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 49839 members 
Entering Unmasked Estep 
Score: -4916337.500000 Penalty: 5491.434082
	Iteration 10Q: 3 clusters Score -4916338 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 50402 members 
Entering Unmasked Estep 
Score: -4917663.000000 Penalty: 5491.434082
	Iteration 11Q: 3 clusters Score -4917663 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 50584 members 
Entering Unmasked Estep 
Score: -4918423.000000 Penalty: 5491.434082
	Iteration 12Q: 3 clusters Score -4918423 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 50654 members 
Entering Unmasked Estep 
Score: -4918867.000000 Penalty: 5491.434082
	Iteration 13Q: 3 clusters Score -4918867 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 50620 members 
Entering Unmasked Estep 
Score: -4919194.500000 Penalty: 5491.434082
	Iteration 14Q: 3 clusters Score -4919194 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 50567 members 
Entering Unmasked Estep 
Score: -4919364.500000 Penalty: 5491.434082
	Iteration 15Q: 3 clusters Score -4919364 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 50483 members 
Entering Unmasked Estep 
Score: -4919513.500000 Penalty: 5491.434082
	Iteration 16Q: 3 clusters Score -4919514 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 50356 members 
Entering Unmasked Estep 
Score: -4919634.000000 Penalty: 5491.434082
	Iteration 17Q: 3 clusters Score -4919634 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 50261 members 
Entering Unmasked Estep 
Score: -4919716.500000 Penalty: 5491.434082
	Iteration 18Q: 3 clusters Score -4919716 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 50212 members 
Entering Unmasked Estep 
Score: -4919780.500000 Penalty: 5491.434082
	Iteration 19Q: 3 clusters Score -4919780 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 50146 members 
Entering Unmasked Estep 
Score: -4919847.000000 Penalty: 5491.434082
	Iteration 20F: 3 clusters Score -4919847 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 50090 members 
Entering Unmasked Estep 
Score: -4919900.500000 Penalty: 5491.434082
	Iteration 21Q: 3 clusters Score -4919900 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 50050 members 
Entering Unmasked Estep 
Score: -4919932.500000 Penalty: 5491.434082
	Iteration 22Q: 3 clusters Score -4919932 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 50003 members 
Entering Unmasked Estep 
Score: -4919955.000000 Penalty: 5491.434082
	Iteration 23Q: 3 clusters Score -4919955 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 49966 members 
Entering Unmasked Estep 
Score: -4919970.000000 Penalty: 5491.434082
	Iteration 24Q: 3 clusters Score -4919970 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 49959 members 
Entering Unmasked Estep 
Score: -4919966.000000 Penalty: 5491.434082
	Iteration 25Q: 3 clusters Score -4919966 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 49952 members 
Entering Unmasked Estep 
Score: -4919996.000000 Penalty: 5491.434082
	Iteration 26Q: 3 clusters Score -4919996 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 49940 members 
Entering Unmasked Estep 
Score: -4919997.500000 Penalty: 5491.434082
	Iteration 27Q: 3 clusters Score -4919998 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 49943 members 
Entering Unmasked Estep 
Score: -4920010.500000 Penalty: 5491.434082
	Iteration 28Q: 3 clusters Score -4920010 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 49960 members 
Entering Unmasked Estep 
Score: -4920033.500000 Penalty: 5491.434082
	Iteration 29Q: 3 clusters Score -4920034 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 49963 members 
Entering Unmasked Estep 
Score: -4920054.500000 Penalty: 5491.434082
	Iteration 30Q: 3 clusters Score -4920054 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 49957 members 
Entering Unmasked Estep 
Score: -4920065.500000 Penalty: 5491.434082
	Iteration 31Q: 3 clusters Score -4920066 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 49962 members 
Entering Unmasked Estep 
Score: -4920074.500000 Penalty: 5491.434082
	Iteration 32Q: 3 clusters Score -4920074 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 49967 members 
Entering Unmasked Estep 
Score: -4920079.000000 Penalty: 5491.434082
	Iteration 33Q: 3 clusters Score -4920079 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 49967 members 
Entering Unmasked Estep 
Score: -4920079.500000 Penalty: 5491.434082
	Iteration 34Q: 3 clusters Score -4920080 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 49969 members 
Entering Unmasked Estep 
Score: -4920081.000000 Penalty: 5491.434082
	Iteration 35Q: 3 clusters Score -4920081 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 49982 members 
Entering Unmasked Estep 
Score: -4920070.000000 Penalty: 5491.434082
	Iteration 36Q: 3 clusters Score -4920070 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 49993 members 
Entering Unmasked Estep 
Score: -4920066.000000 Penalty: 5491.434082
	Iteration 37Q: 3 clusters Score -4920066 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 49992 members 
Entering Unmasked Estep 
Score: -4920065.000000 Penalty: 5491.434082
	Iteration 38Q: 3 clusters Score -4920065 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 49983 members 
Entering Unmasked Estep 
Score: -4920086.500000 Penalty: 5491.434082
	Iteration 39Q: 3 clusters Score -4920086 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 49978 members 
Entering Unmasked Estep 
Score: -4920091.500000 Penalty: 5491.434082
	Iteration 40F: 3 clusters Score -4920092 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 49970 members 
Entering Unmasked Estep 
Score: -4920095.000000 Penalty: 5491.434082
	Iteration 41Q: 3 clusters Score -4920095 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 49962 members 
Entering Unmasked Estep 
Score: -4920101.000000 Penalty: 5491.434082
	Iteration 42Q: 3 clusters Score -4920101 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 49958 members 
Entering Unmasked Estep 
Score: -4920096.000000 Penalty: 5491.434082
	Iteration 43Q: 3 clusters Score -4920096 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 49965 members 
Entering Unmasked Estep 
Score: -4920094.000000 Penalty: 5491.434082
	Iteration 44Q: 3 clusters Score -4920094 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 49967 members 
Entering Unmasked Estep 
Score: -4920104.500000 Penalty: 5491.434082
	Iteration 45Q: 3 clusters Score -4920104 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 49974 members 
Entering Unmasked Estep 
Score: -4920108.500000 Penalty: 5491.434082
	Iteration 46Q: 3 clusters Score -4920108 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 49978 members 
Entering Unmasked Estep 
Score: -4920104.500000 Penalty: 5491.434082
	Iteration 47Q: 3 clusters Score -4920104 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 49982 members 
Entering Unmasked Estep 
Score: -4920099.500000 Penalty: 5491.434082
	Iteration 48Q: 3 clusters Score -4920100 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 49981 members 
Entering Unmasked Estep 
Score: -4920101.000000 Penalty: 5491.434082
	Iteration 49Q: 3 clusters Score -4920101 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 49977 members 
Entering Unmasked Estep 
Score: -4920100.000000 Penalty: 5491.434082
	Iteration 50Q: 3 clusters Score -4920100 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 49977 members 
Entering Unmasked Estep 
Score: -4920106.000000 Penalty: 5491.434082
	Iteration 51Q: 3 clusters Score -4920106 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 49982 members 
Entering Unmasked Estep 
Score: -4920102.500000 Penalty: 5491.434082
	Iteration 52Q: 3 clusters Score -4920102 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 49986 members 
Entering Unmasked Estep 
Score: -4920111.000000 Penalty: 5491.434082
	Iteration 53Q: 3 clusters Score -4920111 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 49988 members 
Entering Unmasked Estep 
Score: -4920102.500000 Penalty: 5491.434082
	Iteration 54Q: 3 clusters Score -4920102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 49989 members 
Entering Unmasked Estep 
Score: -4920098.500000 Penalty: 5491.434082
	Iteration 55Q: 3 clusters Score -4920098 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 49987 members 
Entering Unmasked Estep 
Score: -4920098.000000 Penalty: 5491.434082
	Iteration 56Q: 3 clusters Score -4920098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 49982 members 
Entering Unmasked Estep 
Score: -4920092.500000 Penalty: 5491.434082
	Iteration 57Q: 3 clusters Score -4920092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 49978 members 
Entering Unmasked Estep 
Score: -4920089.000000 Penalty: 5491.434082
	Iteration 58Q: 3 clusters Score -4920089 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 49972 members 
Entering Unmasked Estep 
Score: -4920093.000000 Penalty: 5491.434082
	Iteration 59Q: 3 clusters Score -4920093 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 49965 members 
Entering Unmasked Estep 
Score: -4920088.500000 Penalty: 5491.434082
	Iteration 60F: 3 clusters Score -4920088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 49964 members 
Entering Unmasked Estep 
Score: -4920094.500000 Penalty: 5491.434082
	Iteration 61Q: 3 clusters Score -4920094 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 49963 members 
Entering Unmasked Estep 
Score: -4920099.000000 Penalty: 5491.434082
	Iteration 62Q: 3 clusters Score -4920099 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 49957 members 
Entering Unmasked Estep 
Score: -4920098.000000 Penalty: 5491.434082
	Iteration 63Q: 3 clusters Score -4920098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 49954 members 
Entering Unmasked Estep 
Score: -4920098.000000 Penalty: 5491.434082
	Iteration 64Q: 3 clusters Score -4920098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 49950 members 
Entering Unmasked Estep 
Score: -4920096.500000 Penalty: 5491.434082
	Iteration 65Q: 3 clusters Score -4920096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 49946 members 
Entering Unmasked Estep 
Score: -4920089.000000 Penalty: 5491.434082
	Iteration 66Q: 3 clusters Score -4920089 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 49944 members 
Entering Unmasked Estep 
Score: -4920088.500000 Penalty: 5491.434082
	Iteration 67Q: 3 clusters Score -4920088 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 49940 members 
Entering Unmasked Estep 
Score: -4920099.000000 Penalty: 5491.434082
	Iteration 68Q: 3 clusters Score -4920099 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 49935 members 
Entering Unmasked Estep 
Score: -4920097.500000 Penalty: 5491.434082
	Iteration 69Q: 3 clusters Score -4920098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 49937 members 
Entering Unmasked Estep 
Score: -4920093.500000 Penalty: 5491.434082
	Iteration 70Q: 3 clusters Score -4920094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 49938 members 
Entering Unmasked Estep 
Score: -4920094.000000 Penalty: 5491.434082
	Iteration 71Q: 3 clusters Score -4920094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 49935 members 
Entering Unmasked Estep 
Score: -4920083.500000 Penalty: 5491.434082
	Iteration 72Q: 3 clusters Score -4920084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 49933 members 
Entering Unmasked Estep 
Score: -4920085.500000 Penalty: 5491.434082
	Iteration 73Q: 3 clusters Score -4920086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 49932 members 
Entering Unmasked Estep 
Score: -4920084.500000 Penalty: 5491.434082
	Iteration 74Q: 3 clusters Score -4920084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 49933 members 
Entering Unmasked Estep 
Score: -4920081.500000 Penalty: 5491.434082
	Iteration 75Q: 3 clusters Score -4920082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 49936 members 
Entering Unmasked Estep 
Score: -4920079.500000 Penalty: 5491.434082
	Iteration 76Q: 3 clusters Score -4920080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 49936 members 
Entering Unmasked Estep 
Score: -4920087.500000 Penalty: 5491.434082
	Iteration 77Q: 3 clusters Score -4920088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 49940 members 
Entering Unmasked Estep 
Score: -4920095.000000 Penalty: 5491.434082
	Iteration 78Q: 3 clusters Score -4920095 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 49942 members 
Entering Unmasked Estep 
Score: -4920099.000000 Penalty: 5491.434082
	Iteration 79Q: 3 clusters Score -4920099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 49943 members 
Entering Unmasked Estep 
Score: -4920093.000000 Penalty: 5491.434082
	Iteration 80F: 3 clusters Score -4920093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 49941 members 
Entering Unmasked Estep 
Score: -4920097.000000 Penalty: 5491.434082
	Iteration 81Q: 3 clusters Score -4920097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 49938 members 
Entering Unmasked Estep 
Score: -4920095.000000 Penalty: 5491.434082
	Iteration 82Q: 3 clusters Score -4920095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 49937 members 
Entering Unmasked Estep 
Score: -4920098.500000 Penalty: 5491.434082
	Iteration 83Q: 3 clusters Score -4920098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 49937 members 
Entering Unmasked Estep 
Score: -4920098.500000 Penalty: 5491.434082
	Iteration 84F: 3 clusters Score -4920098 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Entering Unmasked Estep 
Score: -333089.406250 Penalty: 2086.794922
	Iteration 0F: 2 clusters Score -333089.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -328888.531250 Penalty: 4173.589844
	Iteration 0F: 3 clusters Score -328888.5 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -329977.500000 Penalty: 4173.589844
	Iteration 1F: 3 clusters Score -329977.5 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -330272.593750 Penalty: 4173.589844
	Iteration 2F: 3 clusters Score -330272.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -330524.718750 Penalty: 4173.589844
	Iteration 3F: 3 clusters Score -330524.7 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -330770.156250 Penalty: 4173.589844
	Iteration 4F: 3 clusters Score -330770.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -331033.468750 Penalty: 4173.589844
	Iteration 5F: 3 clusters Score -331033.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -331306.812500 Penalty: 4173.589844
	Iteration 6F: 3 clusters Score -331306.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -331545.312500 Penalty: 4173.589844
	Iteration 7Q: 3 clusters Score -331545.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -331717.406250 Penalty: 4173.589844
	Iteration 8Q: 3 clusters Score -331717.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -331841.593750 Penalty: 4173.589844
	Iteration 9Q: 3 clusters Score -331841.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -331915.187500 Penalty: 4173.589844
	Iteration 10Q: 3 clusters Score -331915.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -331959.000000 Penalty: 4173.589844
	Iteration 11Q: 3 clusters Score -331959 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -331992.718750 Penalty: 4173.589844
	Iteration 12Q: 3 clusters Score -331992.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -332017.687500 Penalty: 4173.589844
	Iteration 13Q: 3 clusters Score -332017.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -332036.093750 Penalty: 4173.589844
	Iteration 14Q: 3 clusters Score -332036.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -332054.531250 Penalty: 4173.589844
	Iteration 15Q: 3 clusters Score -332054.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -332070.000000 Penalty: 4173.589844
	Iteration 16Q: 3 clusters Score -332070 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -332082.812500 Penalty: 4173.589844
	Iteration 17Q: 3 clusters Score -332082.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -332091.406250 Penalty: 4173.589844
	Iteration 18Q: 3 clusters Score -332091.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -332098.781250 Penalty: 4173.589844
	Iteration 19Q: 3 clusters Score -332098.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -332108.000000 Penalty: 4173.589844
	Iteration 20F: 3 clusters Score -332108 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -332119.437500 Penalty: 4173.589844
	Iteration 21Q: 3 clusters Score -332119.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -332125.281250 Penalty: 4173.589844
	Iteration 22Q: 3 clusters Score -332125.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -332129.843750 Penalty: 4173.589844
	Iteration 23Q: 3 clusters Score -332129.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -332133.156250 Penalty: 4173.589844
	Iteration 24Q: 3 clusters Score -332133.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -332138.031250 Penalty: 4173.589844
	Iteration 25Q: 3 clusters Score -332138 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -332143.156250 Penalty: 4173.589844
	Iteration 26Q: 3 clusters Score -332143.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -332149.312500 Penalty: 4173.589844
	Iteration 27Q: 3 clusters Score -332149.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -332154.312500 Penalty: 4173.589844
	Iteration 28Q: 3 clusters Score -332154.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -332156.875000 Penalty: 4173.589844
	Iteration 29Q: 3 clusters Score -332156.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -332161.031250 Penalty: 4173.589844
	Iteration 30Q: 3 clusters Score -332161 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -332166.562500 Penalty: 4173.589844
	Iteration 31Q: 3 clusters Score -332166.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -332171.062500 Penalty: 4173.589844
	Iteration 32Q: 3 clusters Score -332171.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -332175.812500 Penalty: 4173.589844
	Iteration 33Q: 3 clusters Score -332175.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -332182.718750 Penalty: 4173.589844
	Iteration 34Q: 3 clusters Score -332182.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -332190.625000 Penalty: 4173.589844
	Iteration 35Q: 3 clusters Score -332190.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -332201.687500 Penalty: 4173.589844
	Iteration 36Q: 3 clusters Score -332201.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -332215.750000 Penalty: 4173.589844
	Iteration 37Q: 3 clusters Score -332215.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -332225.656250 Penalty: 4173.589844
	Iteration 38Q: 3 clusters Score -332225.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -332231.093750 Penalty: 4173.589844
	Iteration 39Q: 3 clusters Score -332231.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -332239.593750 Penalty: 4173.589844
	Iteration 40F: 3 clusters Score -332239.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -332246.625000 Penalty: 4173.589844
	Iteration 41Q: 3 clusters Score -332246.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -332254.218750 Penalty: 4173.589844
	Iteration 42Q: 3 clusters Score -332254.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -332261.875000 Penalty: 4173.589844
	Iteration 43Q: 3 clusters Score -332261.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -332266.625000 Penalty: 4173.589844
	Iteration 44Q: 3 clusters Score -332266.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -332270.968750 Penalty: 4173.589844
	Iteration 45Q: 3 clusters Score -332271 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -332281.031250 Penalty: 4173.589844
	Iteration 46Q: 3 clusters Score -332281 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -332290.968750 Penalty: 4173.589844
	Iteration 47Q: 3 clusters Score -332291 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -332298.843750 Penalty: 4173.589844
	Iteration 48Q: 3 clusters Score -332298.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -332307.656250 Penalty: 4173.589844
	Iteration 49Q: 3 clusters Score -332307.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -332312.781250 Penalty: 4173.589844
	Iteration 50Q: 3 clusters Score -332312.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -332321.031250 Penalty: 4173.589844
	Iteration 51Q: 3 clusters Score -332321 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -332328.218750 Penalty: 4173.589844
	Iteration 52Q: 3 clusters Score -332328.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -332333.750000 Penalty: 4173.589844
	Iteration 53Q: 3 clusters Score -332333.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -332338.625000 Penalty: 4173.589844
	Iteration 54Q: 3 clusters Score -332338.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -332341.781250 Penalty: 4173.589844
	Iteration 55Q: 3 clusters Score -332341.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -332342.312500 Penalty: 4173.589844
	Iteration 56Q: 3 clusters Score -332342.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -332342.312500 Penalty: 4173.589844
	Iteration 57F: 3 clusters Score -332342.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (121067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121067 members 
Entering Unmasked Estep 
Score: -9652613.000000 Penalty: 2902.616699
	Iteration 0F: 2 clusters Score -9652613 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60766 members 
Mstep: Class 2 contains 60301 members 
Entering Unmasked Estep 
Score: -9572086.000000 Penalty: 5805.233398
	Iteration 0F: 3 clusters Score -9572086 nChanged 57523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64491 members 
Mstep: Class 2 contains 56576 members 
Entering Unmasked Estep 
Score: -9605741.000000 Penalty: 5805.233398
	Iteration 1F: 3 clusters Score -9605741 nChanged 5010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66995 members 
Mstep: Class 2 contains 54072 members 
Entering Unmasked Estep 
Score: -9607533.000000 Penalty: 5805.233398
	Iteration 2Q: 3 clusters Score -9607533 nChanged 6112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70727 members 
Mstep: Class 2 contains 50340 members 
Entering Unmasked Estep 
Score: -9610251.000000 Penalty: 5805.233398
	Iteration 3F: 3 clusters Score -9610251 nChanged 7375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76108 members 
Mstep: Class 2 contains 44959 members 
Entering Unmasked Estep 
Score: -9614268.000000 Penalty: 5805.233398
	Iteration 4F: 3 clusters Score -9614268 nChanged 8552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83142 members 
Mstep: Class 2 contains 37925 members 
Entering Unmasked Estep 
Score: -9619922.000000 Penalty: 5805.233398
	Iteration 5F: 3 clusters Score -9619922 nChanged 8906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91078 members 
Mstep: Class 2 contains 29989 members 
Entering Unmasked Estep 
Score: -9626572.000000 Penalty: 5805.233398
	Iteration 6F: 3 clusters Score -9626572 nChanged 8282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98890 members 
Mstep: Class 2 contains 22177 members 
Entering Unmasked Estep 
Score: -9633705.000000 Penalty: 5805.233398
	Iteration 7F: 3 clusters Score -9633705 nChanged 6593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105269 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
Score: -9639816.000000 Penalty: 5805.233398
	Iteration 8F: 3 clusters Score -9639816 nChanged 4584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109715 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -9644225.000000 Penalty: 5805.233398
	Iteration 9Q: 3 clusters Score -9644225 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112271 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -9646711.000000 Penalty: 5805.233398
	Iteration 10Q: 3 clusters Score -9646711 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113792 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -9648138.000000 Penalty: 5805.233398
	Iteration 11Q: 3 clusters Score -9648138 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114833 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -9648953.000000 Penalty: 5805.233398
	Iteration 12Q: 3 clusters Score -9648953 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115619 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -9649502.000000 Penalty: 5805.233398
	Iteration 13Q: 3 clusters Score -9649502 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116238 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -9649834.000000 Penalty: 5805.233398
	Iteration 14Q: 3 clusters Score -9649834 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116707 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -9650058.000000 Penalty: 5805.233398
	Iteration 15Q: 3 clusters Score -9650058 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117099 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -9650295.000000 Penalty: 5805.233398
	Iteration 16Q: 3 clusters Score -9650295 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117406 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -9650393.000000 Penalty: 5805.233398
	Iteration 17Q: 3 clusters Score -9650393 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117656 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -9650483.000000 Penalty: 5805.233398
	Iteration 18Q: 3 clusters Score -9650483 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117885 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -9650563.000000 Penalty: 5805.233398
	Iteration 19Q: 3 clusters Score -9650563 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118057 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -9650593.000000 Penalty: 5805.233398
	Iteration 20F: 3 clusters Score -9650593 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118199 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -9650631.000000 Penalty: 5805.233398
	Iteration 21Q: 3 clusters Score -9650631 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118300 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -9650655.000000 Penalty: 5805.233398
	Iteration 22Q: 3 clusters Score -9650655 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118390 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -9650701.000000 Penalty: 5805.233398
	Iteration 23Q: 3 clusters Score -9650701 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118461 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -9650701.000000 Penalty: 5805.233398
	Iteration 24Q: 3 clusters Score -9650701 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118524 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -9650734.000000 Penalty: 5805.233398
	Iteration 25Q: 3 clusters Score -9650734 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118580 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -9650732.000000 Penalty: 5805.233398
	Iteration 26Q: 3 clusters Score -9650732 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118621 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -9650756.000000 Penalty: 5805.233398
	Iteration 27Q: 3 clusters Score -9650756 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118661 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -9650781.000000 Penalty: 5805.233398
	Iteration 28Q: 3 clusters Score -9650781 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118693 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -9650773.000000 Penalty: 5805.233398
	Iteration 29Q: 3 clusters Score -9650773 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118721 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -9650769.000000 Penalty: 5805.233398
	Iteration 30Q: 3 clusters Score -9650769 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118746 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -9650778.000000 Penalty: 5805.233398
	Iteration 31Q: 3 clusters Score -9650778 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118773 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -9650787.000000 Penalty: 5805.233398
	Iteration 32Q: 3 clusters Score -9650787 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118794 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -9650800.000000 Penalty: 5805.233398
	Iteration 33Q: 3 clusters Score -9650800 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118812 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -9650791.000000 Penalty: 5805.233398
	Iteration 34Q: 3 clusters Score -9650791 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118828 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -9650789.000000 Penalty: 5805.233398
	Iteration 35Q: 3 clusters Score -9650789 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118843 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -9650790.000000 Penalty: 5805.233398
	Iteration 36Q: 3 clusters Score -9650790 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118864 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -9650801.000000 Penalty: 5805.233398
	Iteration 37Q: 3 clusters Score -9650801 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118892 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -9650816.000000 Penalty: 5805.233398
	Iteration 38Q: 3 clusters Score -9650816 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118913 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -9650829.000000 Penalty: 5805.233398
	Iteration 39Q: 3 clusters Score -9650829 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118926 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -9650836.000000 Penalty: 5805.233398
	Iteration 40F: 3 clusters Score -9650836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118933 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -9650827.000000 Penalty: 5805.233398
	Iteration 41Q: 3 clusters Score -9650827 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118939 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -9650841.000000 Penalty: 5805.233398
	Iteration 42Q: 3 clusters Score -9650841 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118951 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -9650840.000000 Penalty: 5805.233398
	Iteration 43Q: 3 clusters Score -9650840 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118964 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -9650827.000000 Penalty: 5805.233398
	Iteration 44Q: 3 clusters Score -9650827 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118970 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -9650832.000000 Penalty: 5805.233398
	Iteration 45Q: 3 clusters Score -9650832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118977 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -9650834.000000 Penalty: 5805.233398
	Iteration 46Q: 3 clusters Score -9650834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118981 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -9650837.000000 Penalty: 5805.233398
	Iteration 47Q: 3 clusters Score -9650837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118982 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -9650828.000000 Penalty: 5805.233398
	Iteration 48Q: 3 clusters Score -9650828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118984 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -9650843.000000 Penalty: 5805.233398
	Iteration 49Q: 3 clusters Score -9650843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118985 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -9650842.000000 Penalty: 5805.233398
	Iteration 50Q: 3 clusters Score -9650842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118987 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -9650842.000000 Penalty: 5805.233398
	Iteration 51Q: 3 clusters Score -9650842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118990 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -9650847.000000 Penalty: 5805.233398
	Iteration 52Q: 3 clusters Score -9650847 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118990 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -9650847.000000 Penalty: 5805.233398
	Iteration 53F: 3 clusters Score -9650847 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (13919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Entering Unmasked Estep 
Score: -1110284.125000 Penalty: 2366.170410
	Iteration 0F: 2 clusters Score -1110284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1100097.750000 Penalty: 4732.340820
	Iteration 0F: 3 clusters Score -1100098 nChanged 5897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1103478.500000 Penalty: 4732.340820
	Iteration 1F: 3 clusters Score -1103478 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1104004.500000 Penalty: 4732.340820
	Iteration 2F: 3 clusters Score -1104004 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1104633.875000 Penalty: 4732.340820
	Iteration 3F: 3 clusters Score -1104634 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1105443.875000 Penalty: 4732.340820
	Iteration 4F: 3 clusters Score -1105444 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1106339.375000 Penalty: 4732.340820
	Iteration 5F: 3 clusters Score -1106339 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1107149.625000 Penalty: 4732.340820
	Iteration 6F: 3 clusters Score -1107150 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1107747.375000 Penalty: 4732.340820
	Iteration 7F: 3 clusters Score -1107747 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1108133.625000 Penalty: 4732.340820
	Iteration 8Q: 3 clusters Score -1108134 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1108365.375000 Penalty: 4732.340820
	Iteration 9Q: 3 clusters Score -1108365 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1108517.500000 Penalty: 4732.340820
	Iteration 10Q: 3 clusters Score -1108518 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1108640.875000 Penalty: 4732.340820
	Iteration 11Q: 3 clusters Score -1108641 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1108723.625000 Penalty: 4732.340820
	Iteration 12Q: 3 clusters Score -1108724 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1108776.500000 Penalty: 4732.340820
	Iteration 13Q: 3 clusters Score -1108776 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1108812.625000 Penalty: 4732.340820
	Iteration 14Q: 3 clusters Score -1108813 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -1108846.750000 Penalty: 4732.340820
	Iteration 15Q: 3 clusters Score -1108847 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1108873.000000 Penalty: 4732.340820
	Iteration 16Q: 3 clusters Score -1108873 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1108909.125000 Penalty: 4732.340820
	Iteration 17Q: 3 clusters Score -1108909 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1108933.000000 Penalty: 4732.340820
	Iteration 18Q: 3 clusters Score -1108933 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1108957.000000 Penalty: 4732.340820
	Iteration 19Q: 3 clusters Score -1108957 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1108991.750000 Penalty: 4732.340820
	Iteration 20F: 3 clusters Score -1108992 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1109025.125000 Penalty: 4732.340820
	Iteration 21Q: 3 clusters Score -1109025 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -1109051.875000 Penalty: 4732.340820
	Iteration 22Q: 3 clusters Score -1109052 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -1109068.625000 Penalty: 4732.340820
	Iteration 23Q: 3 clusters Score -1109069 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -1109085.500000 Penalty: 4732.340820
	Iteration 24Q: 3 clusters Score -1109086 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1109099.375000 Penalty: 4732.340820
	Iteration 25Q: 3 clusters Score -1109099 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -1109116.875000 Penalty: 4732.340820
	Iteration 26Q: 3 clusters Score -1109117 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1109140.125000 Penalty: 4732.340820
	Iteration 27Q: 3 clusters Score -1109140 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1109150.000000 Penalty: 4732.340820
	Iteration 28Q: 3 clusters Score -1109150 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1109166.625000 Penalty: 4732.340820
	Iteration 29Q: 3 clusters Score -1109167 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1109190.250000 Penalty: 4732.340820
	Iteration 30Q: 3 clusters Score -1109190 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1109202.625000 Penalty: 4732.340820
	Iteration 31Q: 3 clusters Score -1109203 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -1109213.375000 Penalty: 4732.340820
	Iteration 32Q: 3 clusters Score -1109213 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1109214.000000 Penalty: 4732.340820
	Iteration 33Q: 3 clusters Score -1109214 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1109217.250000 Penalty: 4732.340820
	Iteration 34Q: 3 clusters Score -1109217 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -1109220.875000 Penalty: 4732.340820
	Iteration 35Q: 3 clusters Score -1109221 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1109221.750000 Penalty: 4732.340820
	Iteration 36Q: 3 clusters Score -1109222 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1109228.625000 Penalty: 4732.340820
	Iteration 37Q: 3 clusters Score -1109229 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1109226.500000 Penalty: 4732.340820
	Iteration 38Q: 3 clusters Score -1109226 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1109231.625000 Penalty: 4732.340820
	Iteration 39Q: 3 clusters Score -1109232 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1109235.375000 Penalty: 4732.340820
	Iteration 40F: 3 clusters Score -1109235 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1109233.750000 Penalty: 4732.340820
	Iteration 41Q: 3 clusters Score -1109234 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1109232.000000 Penalty: 4732.340820
	Iteration 42Q: 3 clusters Score -1109232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -1109234.250000 Penalty: 4732.340820
	Iteration 43Q: 3 clusters Score -1109234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1109236.375000 Penalty: 4732.340820
	Iteration 44Q: 3 clusters Score -1109236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -1109237.000000 Penalty: 4732.340820
	Iteration 45Q: 3 clusters Score -1109237 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1109237.625000 Penalty: 4732.340820
	Iteration 46Q: 3 clusters Score -1109238 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1109240.125000 Penalty: 4732.340820
	Iteration 47Q: 3 clusters Score -1109240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1109241.375000 Penalty: 4732.340820
	Iteration 48Q: 3 clusters Score -1109241 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1109240.125000 Penalty: 4732.340820
	Iteration 49Q: 3 clusters Score -1109240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -1109242.250000 Penalty: 4732.340820
	Iteration 50Q: 3 clusters Score -1109242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1109241.875000 Penalty: 4732.340820
	Iteration 51Q: 3 clusters Score -1109242 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -1109241.250000 Penalty: 4732.340820
	Iteration 52Q: 3 clusters Score -1109241 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1109245.125000 Penalty: 4732.340820
	Iteration 53Q: 3 clusters Score -1109245 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -1109242.000000 Penalty: 4732.340820
	Iteration 54Q: 3 clusters Score -1109242 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -1109246.500000 Penalty: 4732.340820
	Iteration 55Q: 3 clusters Score -1109246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -1109247.000000 Penalty: 4732.340820
	Iteration 56Q: 3 clusters Score -1109247 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -1109248.375000 Penalty: 4732.340820
	Iteration 57Q: 3 clusters Score -1109248 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -1109248.250000 Penalty: 4732.340820
	Iteration 58Q: 3 clusters Score -1109248 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -1109249.250000 Penalty: 4732.340820
	Iteration 59Q: 3 clusters Score -1109249 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1109252.125000 Penalty: 4732.340820
	Iteration 60F: 3 clusters Score -1109252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -1109253.375000 Penalty: 4732.340820
	Iteration 61Q: 3 clusters Score -1109253 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -1109252.625000 Penalty: 4732.340820
	Iteration 62Q: 3 clusters Score -1109253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -1109252.625000 Penalty: 4732.340820
	Iteration 63Q: 3 clusters Score -1109253 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1109252.000000 Penalty: 4732.340820
	Iteration 64Q: 3 clusters Score -1109252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -1109253.500000 Penalty: 4732.340820
	Iteration 65Q: 3 clusters Score -1109254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -1109254.250000 Penalty: 4732.340820
	Iteration 66Q: 3 clusters Score -1109254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1109253.250000 Penalty: 4732.340820
	Iteration 67Q: 3 clusters Score -1109253 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1109253.125000 Penalty: 4732.340820
	Iteration 68Q: 3 clusters Score -1109253 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1109253.125000 Penalty: 4732.340820
	Iteration 69F: 3 clusters Score -1109253 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (46743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46743 members 
Entering Unmasked Estep 
Score: -3803934.750000 Penalty: 2666.600098
	Iteration 0F: 2 clusters Score -3803935 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23338 members 
Mstep: Class 2 contains 23405 members 
Entering Unmasked Estep 
Score: -3772380.250000 Penalty: 5333.200195
	Iteration 0F: 3 clusters Score -3772380 nChanged 21583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23235 members 
Mstep: Class 2 contains 23508 members 
Entering Unmasked Estep 
Score: -3784515.250000 Penalty: 5333.200195
	Iteration 1F: 3 clusters Score -3784515 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23296 members 
Mstep: Class 2 contains 23447 members 
Entering Unmasked Estep 
Score: -3785233.500000 Penalty: 5333.200195
	Iteration 2Q: 3 clusters Score -3785234 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23318 members 
Mstep: Class 2 contains 23425 members 
Entering Unmasked Estep 
Score: -3786007.750000 Penalty: 5333.200195
	Iteration 3Q: 3 clusters Score -3786008 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23340 members 
Mstep: Class 2 contains 23403 members 
Entering Unmasked Estep 
Score: -3786863.500000 Penalty: 5333.200195
	Iteration 4Q: 3 clusters Score -3786864 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23334 members 
Mstep: Class 2 contains 23409 members 
Entering Unmasked Estep 
Score: -3787818.500000 Penalty: 5333.200195
	Iteration 5Q: 3 clusters Score -3787818 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23309 members 
Mstep: Class 2 contains 23434 members 
Entering Unmasked Estep 
Score: -3788915.750000 Penalty: 5333.200195
	Iteration 6Q: 3 clusters Score -3788916 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23366 members 
Mstep: Class 2 contains 23377 members 
Entering Unmasked Estep 
Score: -3790242.000000 Penalty: 5333.200195
	Iteration 7F: 3 clusters Score -3790242 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23527 members 
Mstep: Class 2 contains 23216 members 
Entering Unmasked Estep 
Score: -3791871.000000 Penalty: 5333.200195
	Iteration 8F: 3 clusters Score -3791871 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23824 members 
Mstep: Class 2 contains 22919 members 
Entering Unmasked Estep 
Score: -3793683.500000 Penalty: 5333.200195
	Iteration 9F: 3 clusters Score -3793684 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24226 members 
Mstep: Class 2 contains 22517 members 
Entering Unmasked Estep 
Score: -3795192.500000 Penalty: 5333.200195
	Iteration 10F: 3 clusters Score -3795192 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24580 members 
Mstep: Class 2 contains 22163 members 
Entering Unmasked Estep 
Score: -3795941.000000 Penalty: 5333.200195
	Iteration 11Q: 3 clusters Score -3795941 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24897 members 
Mstep: Class 2 contains 21846 members 
Entering Unmasked Estep 
Score: -3796295.250000 Penalty: 5333.200195
	Iteration 12Q: 3 clusters Score -3796295 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25258 members 
Mstep: Class 2 contains 21485 members 
Entering Unmasked Estep 
Score: -3796530.250000 Penalty: 5333.200195
	Iteration 13Q: 3 clusters Score -3796530 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25586 members 
Mstep: Class 2 contains 21157 members 
Entering Unmasked Estep 
Score: -3796724.750000 Penalty: 5333.200195
	Iteration 14Q: 3 clusters Score -3796725 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25926 members 
Mstep: Class 2 contains 20817 members 
Entering Unmasked Estep 
Score: -3796876.750000 Penalty: 5333.200195
	Iteration 15Q: 3 clusters Score -3796877 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26295 members 
Mstep: Class 2 contains 20448 members 
Entering Unmasked Estep 
Score: -3797018.250000 Penalty: 5333.200195
	Iteration 16Q: 3 clusters Score -3797018 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26624 members 
Mstep: Class 2 contains 20119 members 
Entering Unmasked Estep 
Score: -3797152.750000 Penalty: 5333.200195
	Iteration 17Q: 3 clusters Score -3797153 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26964 members 
Mstep: Class 2 contains 19779 members 
Entering Unmasked Estep 
Score: -3797265.750000 Penalty: 5333.200195
	Iteration 18Q: 3 clusters Score -3797266 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27312 members 
Mstep: Class 2 contains 19431 members 
Entering Unmasked Estep 
Score: -3797396.250000 Penalty: 5333.200195
	Iteration 19Q: 3 clusters Score -3797396 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27633 members 
Mstep: Class 2 contains 19110 members 
Entering Unmasked Estep 
Score: -3797479.000000 Penalty: 5333.200195
	Iteration 20F: 3 clusters Score -3797479 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27928 members 
Mstep: Class 2 contains 18815 members 
Entering Unmasked Estep 
Score: -3797557.750000 Penalty: 5333.200195
	Iteration 21Q: 3 clusters Score -3797558 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28201 members 
Mstep: Class 2 contains 18542 members 
Entering Unmasked Estep 
Score: -3797612.750000 Penalty: 5333.200195
	Iteration 22Q: 3 clusters Score -3797613 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28451 members 
Mstep: Class 2 contains 18292 members 
Entering Unmasked Estep 
Score: -3797667.000000 Penalty: 5333.200195
	Iteration 23Q: 3 clusters Score -3797667 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28691 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
Score: -3797711.000000 Penalty: 5333.200195
	Iteration 24Q: 3 clusters Score -3797711 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28926 members 
Mstep: Class 2 contains 17817 members 
Entering Unmasked Estep 
Score: -3797741.000000 Penalty: 5333.200195
	Iteration 25Q: 3 clusters Score -3797741 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29179 members 
Mstep: Class 2 contains 17564 members 
Entering Unmasked Estep 
Score: -3797789.000000 Penalty: 5333.200195
	Iteration 26Q: 3 clusters Score -3797789 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29482 members 
Mstep: Class 2 contains 17261 members 
Entering Unmasked Estep 
Score: -3797834.250000 Penalty: 5333.200195
	Iteration 27Q: 3 clusters Score -3797834 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29805 members 
Mstep: Class 2 contains 16938 members 
Entering Unmasked Estep 
Score: -3797885.500000 Penalty: 5333.200195
	Iteration 28Q: 3 clusters Score -3797886 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30108 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -3797941.250000 Penalty: 5333.200195
	Iteration 29Q: 3 clusters Score -3797941 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30410 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
Score: -3798014.500000 Penalty: 5333.200195
	Iteration 30Q: 3 clusters Score -3798014 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30702 members 
Mstep: Class 2 contains 16041 members 
Entering Unmasked Estep 
Score: -3798055.250000 Penalty: 5333.200195
	Iteration 31Q: 3 clusters Score -3798055 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30990 members 
Mstep: Class 2 contains 15753 members 
Entering Unmasked Estep 
Score: -3798093.500000 Penalty: 5333.200195
	Iteration 32Q: 3 clusters Score -3798094 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31268 members 
Mstep: Class 2 contains 15475 members 
Entering Unmasked Estep 
Score: -3798116.750000 Penalty: 5333.200195
	Iteration 33Q: 3 clusters Score -3798117 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31530 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -3798175.250000 Penalty: 5333.200195
	Iteration 34Q: 3 clusters Score -3798175 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31797 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -3798223.000000 Penalty: 5333.200195
	Iteration 35Q: 3 clusters Score -3798223 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32072 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -3798258.750000 Penalty: 5333.200195
	Iteration 36Q: 3 clusters Score -3798259 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32352 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -3798298.750000 Penalty: 5333.200195
	Iteration 37Q: 3 clusters Score -3798299 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32652 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -3798369.750000 Penalty: 5333.200195
	Iteration 38Q: 3 clusters Score -3798370 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32962 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -3798432.500000 Penalty: 5333.200195
	Iteration 39Q: 3 clusters Score -3798432 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33265 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -3798464.500000 Penalty: 5333.200195
	Iteration 40F: 3 clusters Score -3798464 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -3798511.750000 Penalty: 5333.200195
	Iteration 41Q: 3 clusters Score -3798512 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33884 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -3798568.250000 Penalty: 5333.200195
	Iteration 42Q: 3 clusters Score -3798568 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34204 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -3798639.250000 Penalty: 5333.200195
	Iteration 43Q: 3 clusters Score -3798639 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34534 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -3798689.000000 Penalty: 5333.200195
	Iteration 44Q: 3 clusters Score -3798689 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34892 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -3798768.000000 Penalty: 5333.200195
	Iteration 45Q: 3 clusters Score -3798768 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35234 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -3798834.750000 Penalty: 5333.200195
	Iteration 46Q: 3 clusters Score -3798835 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35559 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -3798898.250000 Penalty: 5333.200195
	Iteration 47Q: 3 clusters Score -3798898 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35862 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -3798950.750000 Penalty: 5333.200195
	Iteration 48Q: 3 clusters Score -3798951 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36167 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -3799013.000000 Penalty: 5333.200195
	Iteration 49Q: 3 clusters Score -3799013 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36470 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -3799061.250000 Penalty: 5333.200195
	Iteration 50Q: 3 clusters Score -3799061 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36763 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -3799142.750000 Penalty: 5333.200195
	Iteration 51Q: 3 clusters Score -3799143 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37055 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -3799200.250000 Penalty: 5333.200195
	Iteration 52Q: 3 clusters Score -3799200 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37354 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -3799266.250000 Penalty: 5333.200195
	Iteration 53Q: 3 clusters Score -3799266 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37668 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -3799322.500000 Penalty: 5333.200195
	Iteration 54Q: 3 clusters Score -3799322 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37936 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -3799384.500000 Penalty: 5333.200195
	Iteration 55Q: 3 clusters Score -3799384 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38221 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -3799449.250000 Penalty: 5333.200195
	Iteration 56Q: 3 clusters Score -3799449 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38519 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -3799508.250000 Penalty: 5333.200195
	Iteration 57Q: 3 clusters Score -3799508 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38813 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -3799588.250000 Penalty: 5333.200195
	Iteration 58Q: 3 clusters Score -3799588 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39087 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -3799647.000000 Penalty: 5333.200195
	Iteration 59Q: 3 clusters Score -3799647 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39360 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -3799696.250000 Penalty: 5333.200195
	Iteration 60F: 3 clusters Score -3799696 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39640 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -3799751.000000 Penalty: 5333.200195
	Iteration 61Q: 3 clusters Score -3799751 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39922 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -3799837.000000 Penalty: 5333.200195
	Iteration 62Q: 3 clusters Score -3799837 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40193 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -3799919.750000 Penalty: 5333.200195
	Iteration 63Q: 3 clusters Score -3799920 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40447 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -3799975.000000 Penalty: 5333.200195
	Iteration 64Q: 3 clusters Score -3799975 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40701 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -3800029.500000 Penalty: 5333.200195
	Iteration 65Q: 3 clusters Score -3800030 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40979 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -3800107.500000 Penalty: 5333.200195
	Iteration 66Q: 3 clusters Score -3800108 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41262 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -3800182.500000 Penalty: 5333.200195
	Iteration 67Q: 3 clusters Score -3800182 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41501 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -3800235.500000 Penalty: 5333.200195
	Iteration 68Q: 3 clusters Score -3800236 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41713 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -3800288.750000 Penalty: 5333.200195
	Iteration 69Q: 3 clusters Score -3800289 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41907 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -3800329.250000 Penalty: 5333.200195
	Iteration 70Q: 3 clusters Score -3800329 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42117 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -3800378.250000 Penalty: 5333.200195
	Iteration 71Q: 3 clusters Score -3800378 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42315 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -3800435.750000 Penalty: 5333.200195
	Iteration 72Q: 3 clusters Score -3800436 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42503 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -3800476.750000 Penalty: 5333.200195
	Iteration 73Q: 3 clusters Score -3800477 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42700 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -3800519.000000 Penalty: 5333.200195
	Iteration 74Q: 3 clusters Score -3800519 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42887 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -3800582.250000 Penalty: 5333.200195
	Iteration 75Q: 3 clusters Score -3800582 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43067 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -3800638.500000 Penalty: 5333.200195
	Iteration 76Q: 3 clusters Score -3800638 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43252 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -3800697.750000 Penalty: 5333.200195
	Iteration 77Q: 3 clusters Score -3800698 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43426 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -3800763.000000 Penalty: 5333.200195
	Iteration 78Q: 3 clusters Score -3800763 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43580 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -3800813.250000 Penalty: 5333.200195
	Iteration 79Q: 3 clusters Score -3800813 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43725 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -3800841.250000 Penalty: 5333.200195
	Iteration 80F: 3 clusters Score -3800841 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43852 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -3800874.000000 Penalty: 5333.200195
	Iteration 81Q: 3 clusters Score -3800874 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43978 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -3800919.000000 Penalty: 5333.200195
	Iteration 82Q: 3 clusters Score -3800919 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44099 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -3800964.750000 Penalty: 5333.200195
	Iteration 83Q: 3 clusters Score -3800965 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44225 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -3801009.750000 Penalty: 5333.200195
	Iteration 84Q: 3 clusters Score -3801010 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44342 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -3801037.750000 Penalty: 5333.200195
	Iteration 85Q: 3 clusters Score -3801038 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44458 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -3801085.250000 Penalty: 5333.200195
	Iteration 86Q: 3 clusters Score -3801085 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44558 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -3801108.750000 Penalty: 5333.200195
	Iteration 87Q: 3 clusters Score -3801109 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44641 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -3801124.750000 Penalty: 5333.200195
	Iteration 88Q: 3 clusters Score -3801125 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44719 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -3801167.000000 Penalty: 5333.200195
	Iteration 89Q: 3 clusters Score -3801167 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44808 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -3801194.500000 Penalty: 5333.200195
	Iteration 90Q: 3 clusters Score -3801194 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44884 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -3801209.250000 Penalty: 5333.200195
	Iteration 91Q: 3 clusters Score -3801209 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44946 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -3801221.500000 Penalty: 5333.200195
	Iteration 92Q: 3 clusters Score -3801222 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45001 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -3801248.000000 Penalty: 5333.200195
	Iteration 93Q: 3 clusters Score -3801248 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45051 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -3801267.000000 Penalty: 5333.200195
	Iteration 94Q: 3 clusters Score -3801267 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45105 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -3801282.500000 Penalty: 5333.200195
	Iteration 95Q: 3 clusters Score -3801282 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45151 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -3801302.250000 Penalty: 5333.200195
	Iteration 96Q: 3 clusters Score -3801302 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45191 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -3801304.750000 Penalty: 5333.200195
	Iteration 97Q: 3 clusters Score -3801305 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45234 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -3801312.250000 Penalty: 5333.200195
	Iteration 98Q: 3 clusters Score -3801312 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45279 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -3801325.750000 Penalty: 5333.200195
	Iteration 99Q: 3 clusters Score -3801326 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45327 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -3801348.500000 Penalty: 5333.200195
	Iteration 100F: 3 clusters Score -3801348 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45371 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -3801377.500000 Penalty: 5333.200195
	Iteration 101Q: 3 clusters Score -3801378 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45408 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -3801394.250000 Penalty: 5333.200195
	Iteration 102Q: 3 clusters Score -3801394 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45442 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -3801405.000000 Penalty: 5333.200195
	Iteration 103Q: 3 clusters Score -3801405 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45469 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -3801417.250000 Penalty: 5333.200195
	Iteration 104Q: 3 clusters Score -3801417 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45500 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -3801432.750000 Penalty: 5333.200195
	Iteration 105Q: 3 clusters Score -3801433 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45533 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -3801449.250000 Penalty: 5333.200195
	Iteration 106Q: 3 clusters Score -3801449 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45566 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -3801460.250000 Penalty: 5333.200195
	Iteration 107Q: 3 clusters Score -3801460 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45593 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -3801479.750000 Penalty: 5333.200195
	Iteration 108Q: 3 clusters Score -3801480 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45631 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -3801499.750000 Penalty: 5333.200195
	Iteration 109Q: 3 clusters Score -3801500 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45667 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -3801518.250000 Penalty: 5333.200195
	Iteration 110Q: 3 clusters Score -3801518 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45689 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -3801521.750000 Penalty: 5333.200195
	Iteration 111Q: 3 clusters Score -3801522 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45705 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -3801524.750000 Penalty: 5333.200195
	Iteration 112Q: 3 clusters Score -3801525 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45724 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -3801533.250000 Penalty: 5333.200195
	Iteration 113Q: 3 clusters Score -3801533 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45744 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -3801549.500000 Penalty: 5333.200195
	Iteration 114Q: 3 clusters Score -3801550 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45772 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -3801562.500000 Penalty: 5333.200195
	Iteration 115Q: 3 clusters Score -3801562 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45788 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -3801563.000000 Penalty: 5333.200195
	Iteration 116Q: 3 clusters Score -3801563 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45808 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -3801584.000000 Penalty: 5333.200195
	Iteration 117Q: 3 clusters Score -3801584 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45827 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -3801600.000000 Penalty: 5333.200195
	Iteration 118Q: 3 clusters Score -3801600 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45847 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -3801617.000000 Penalty: 5333.200195
	Iteration 119Q: 3 clusters Score -3801617 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45866 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -3801633.000000 Penalty: 5333.200195
	Iteration 120F: 3 clusters Score -3801633 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45876 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -3801635.000000 Penalty: 5333.200195
	Iteration 121Q: 3 clusters Score -3801635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45878 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -3801636.250000 Penalty: 5333.200195
	Iteration 122Q: 3 clusters Score -3801636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45886 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -3801642.500000 Penalty: 5333.200195
	Iteration 123Q: 3 clusters Score -3801642 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45893 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -3801650.750000 Penalty: 5333.200195
	Iteration 124Q: 3 clusters Score -3801651 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45901 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -3801649.000000 Penalty: 5333.200195
	Iteration 125Q: 3 clusters Score -3801649 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45907 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -3801652.250000 Penalty: 5333.200195
	Iteration 126Q: 3 clusters Score -3801652 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45915 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -3801662.500000 Penalty: 5333.200195
	Iteration 127Q: 3 clusters Score -3801662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45924 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -3801666.250000 Penalty: 5333.200195
	Iteration 128Q: 3 clusters Score -3801666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45931 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -3801667.750000 Penalty: 5333.200195
	Iteration 129Q: 3 clusters Score -3801668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45933 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -3801669.500000 Penalty: 5333.200195
	Iteration 130Q: 3 clusters Score -3801670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45935 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -3801674.250000 Penalty: 5333.200195
	Iteration 131Q: 3 clusters Score -3801674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45936 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -3801675.250000 Penalty: 5333.200195
	Iteration 132Q: 3 clusters Score -3801675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45938 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -3801676.500000 Penalty: 5333.200195
	Iteration 133Q: 3 clusters Score -3801676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45940 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -3801680.750000 Penalty: 5333.200195
	Iteration 134Q: 3 clusters Score -3801681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45942 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -3801680.750000 Penalty: 5333.200195
	Iteration 135Q: 3 clusters Score -3801681 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45947 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -3801678.500000 Penalty: 5333.200195
	Iteration 136Q: 3 clusters Score -3801678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45950 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -3801680.750000 Penalty: 5333.200195
	Iteration 137Q: 3 clusters Score -3801681 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45952 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -3801681.000000 Penalty: 5333.200195
	Iteration 138Q: 3 clusters Score -3801681 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45956 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -3801682.500000 Penalty: 5333.200195
	Iteration 139Q: 3 clusters Score -3801682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45958 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -3801678.500000 Penalty: 5333.200195
	Iteration 140F: 3 clusters Score -3801678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45959 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -3801682.750000 Penalty: 5333.200195
	Iteration 141Q: 3 clusters Score -3801683 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45959 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -3801682.750000 Penalty: 5333.200195
	Iteration 142F: 3 clusters Score -3801683 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (31181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31181 members 
Entering Unmasked Estep 
Score: -2540636.500000 Penalty: 2566.195801
	Iteration 0F: 2 clusters Score -2540636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15594 members 
Mstep: Class 2 contains 15587 members 
Entering Unmasked Estep 
Score: -2519214.250000 Penalty: 5132.391602
	Iteration 0F: 3 clusters Score -2519214 nChanged 14051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15459 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -2526836.500000 Penalty: 5132.391602
	Iteration 1F: 3 clusters Score -2526836 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -2527393.250000 Penalty: 5132.391602
	Iteration 2Q: 3 clusters Score -2527393 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15223 members 
Mstep: Class 2 contains 15958 members 
Entering Unmasked Estep 
Score: -2527937.000000 Penalty: 5132.391602
	Iteration 3Q: 3 clusters Score -2527937 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 16232 members 
Entering Unmasked Estep 
Score: -2528564.500000 Penalty: 5132.391602
	Iteration 4Q: 3 clusters Score -2528564 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
Score: -2529228.750000 Penalty: 5132.391602
	Iteration 5Q: 3 clusters Score -2529229 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 17164 members 
Entering Unmasked Estep 
Score: -2529958.000000 Penalty: 5132.391602
	Iteration 6Q: 3 clusters Score -2529958 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 17921 members 
Entering Unmasked Estep 
Score: -2530871.500000 Penalty: 5132.391602
	Iteration 7F: 3 clusters Score -2530872 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 18831 members 
Entering Unmasked Estep 
Score: -2532026.500000 Penalty: 5132.391602
	Iteration 8F: 3 clusters Score -2532026 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 19779 members 
Entering Unmasked Estep 
Score: -2533446.500000 Penalty: 5132.391602
	Iteration 9F: 3 clusters Score -2533446 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 20598 members 
Entering Unmasked Estep 
Score: -2534705.000000 Penalty: 5132.391602
	Iteration 10F: 3 clusters Score -2534705 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 21187 members 
Entering Unmasked Estep 
Score: -2535480.750000 Penalty: 5132.391602
	Iteration 11Q: 3 clusters Score -2535481 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 21671 members 
Entering Unmasked Estep 
Score: -2535857.000000 Penalty: 5132.391602
	Iteration 12Q: 3 clusters Score -2535857 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 22069 members 
Entering Unmasked Estep 
Score: -2536025.750000 Penalty: 5132.391602
	Iteration 13Q: 3 clusters Score -2536026 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 22408 members 
Entering Unmasked Estep 
Score: -2536149.250000 Penalty: 5132.391602
	Iteration 14Q: 3 clusters Score -2536149 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 22739 members 
Entering Unmasked Estep 
Score: -2536249.250000 Penalty: 5132.391602
	Iteration 15Q: 3 clusters Score -2536249 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 23052 members 
Entering Unmasked Estep 
Score: -2536356.000000 Penalty: 5132.391602
	Iteration 16Q: 3 clusters Score -2536356 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 23383 members 
Entering Unmasked Estep 
Score: -2536459.000000 Penalty: 5132.391602
	Iteration 17Q: 3 clusters Score -2536459 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 23706 members 
Entering Unmasked Estep 
Score: -2536573.250000 Penalty: 5132.391602
	Iteration 18Q: 3 clusters Score -2536573 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 24028 members 
Entering Unmasked Estep 
Score: -2536681.000000 Penalty: 5132.391602
	Iteration 19Q: 3 clusters Score -2536681 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 24315 members 
Entering Unmasked Estep 
Score: -2536765.750000 Penalty: 5132.391602
	Iteration 20F: 3 clusters Score -2536766 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 24576 members 
Entering Unmasked Estep 
Score: -2536835.000000 Penalty: 5132.391602
	Iteration 21Q: 3 clusters Score -2536835 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 24844 members 
Entering Unmasked Estep 
Score: -2536909.500000 Penalty: 5132.391602
	Iteration 22Q: 3 clusters Score -2536910 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 25088 members 
Entering Unmasked Estep 
Score: -2536965.250000 Penalty: 5132.391602
	Iteration 23Q: 3 clusters Score -2536965 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 25345 members 
Entering Unmasked Estep 
Score: -2537046.750000 Penalty: 5132.391602
	Iteration 24Q: 3 clusters Score -2537047 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 25596 members 
Entering Unmasked Estep 
Score: -2537113.000000 Penalty: 5132.391602
	Iteration 25Q: 3 clusters Score -2537113 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 25838 members 
Entering Unmasked Estep 
Score: -2537197.750000 Penalty: 5132.391602
	Iteration 26Q: 3 clusters Score -2537198 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 26103 members 
Entering Unmasked Estep 
Score: -2537302.000000 Penalty: 5132.391602
	Iteration 27Q: 3 clusters Score -2537302 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 26357 members 
Entering Unmasked Estep 
Score: -2537401.250000 Penalty: 5132.391602
	Iteration 28Q: 3 clusters Score -2537401 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 26569 members 
Entering Unmasked Estep 
Score: -2537466.750000 Penalty: 5132.391602
	Iteration 29Q: 3 clusters Score -2537467 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 26747 members 
Entering Unmasked Estep 
Score: -2537531.750000 Penalty: 5132.391602
	Iteration 30Q: 3 clusters Score -2537532 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 26926 members 
Entering Unmasked Estep 
Score: -2537573.500000 Penalty: 5132.391602
	Iteration 31Q: 3 clusters Score -2537574 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 27090 members 
Entering Unmasked Estep 
Score: -2537625.000000 Penalty: 5132.391602
	Iteration 32Q: 3 clusters Score -2537625 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 27231 members 
Entering Unmasked Estep 
Score: -2537657.750000 Penalty: 5132.391602
	Iteration 33Q: 3 clusters Score -2537658 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 27363 members 
Entering Unmasked Estep 
Score: -2537695.250000 Penalty: 5132.391602
	Iteration 34Q: 3 clusters Score -2537695 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 27494 members 
Entering Unmasked Estep 
Score: -2537728.750000 Penalty: 5132.391602
	Iteration 35Q: 3 clusters Score -2537729 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 27622 members 
Entering Unmasked Estep 
Score: -2537760.750000 Penalty: 5132.391602
	Iteration 36Q: 3 clusters Score -2537761 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 27749 members 
Entering Unmasked Estep 
Score: -2537797.500000 Penalty: 5132.391602
	Iteration 37Q: 3 clusters Score -2537798 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 27875 members 
Entering Unmasked Estep 
Score: -2537845.250000 Penalty: 5132.391602
	Iteration 38Q: 3 clusters Score -2537845 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 28007 members 
Entering Unmasked Estep 
Score: -2537895.500000 Penalty: 5132.391602
	Iteration 39Q: 3 clusters Score -2537896 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 28130 members 
Entering Unmasked Estep 
Score: -2537950.500000 Penalty: 5132.391602
	Iteration 40F: 3 clusters Score -2537950 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 28240 members 
Entering Unmasked Estep 
Score: -2537975.000000 Penalty: 5132.391602
	Iteration 41Q: 3 clusters Score -2537975 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 28347 members 
Entering Unmasked Estep 
Score: -2538009.250000 Penalty: 5132.391602
	Iteration 42Q: 3 clusters Score -2538009 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 28458 members 
Entering Unmasked Estep 
Score: -2538041.000000 Penalty: 5132.391602
	Iteration 43Q: 3 clusters Score -2538041 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 28552 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2538064 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 28648 members 
Entering Unmasked Estep 
Score: -2538085.500000 Penalty: 5132.391602
	Iteration 45Q: 3 clusters Score -2538086 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 28719 members 
Entering Unmasked Estep 
Score: -2538098.750000 Penalty: 5132.391602
	Iteration 46Q: 3 clusters Score -2538099 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 28779 members 
Entering Unmasked Estep 
Score: -2538122.250000 Penalty: 5132.391602
	Iteration 47Q: 3 clusters Score -2538122 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 28843 members 
Entering Unmasked Estep 
Score: -2538146.500000 Penalty: 5132.391602
	Iteration 48Q: 3 clusters Score -2538146 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 28910 members 
Entering Unmasked Estep 
Score: -2538161.750000 Penalty: 5132.391602
	Iteration 49Q: 3 clusters Score -2538162 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 28976 members 
Entering Unmasked Estep 
Score: -2538178.750000 Penalty: 5132.391602
	Iteration 50Q: 3 clusters Score -2538179 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 29026 members 
Entering Unmasked Estep 
Score: -2538199.250000 Penalty: 5132.391602
	Iteration 51Q: 3 clusters Score -2538199 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 29076 members 
Entering Unmasked Estep 
Score: -2538213.500000 Penalty: 5132.391602
	Iteration 52Q: 3 clusters Score -2538214 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 29127 members 
Entering Unmasked Estep 
Score: -2538239.250000 Penalty: 5132.391602
	Iteration 53Q: 3 clusters Score -2538239 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 29174 members 
Entering Unmasked Estep 
Score: -2538253.500000 Penalty: 5132.391602
	Iteration 54Q: 3 clusters Score -2538254 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 29217 members 
Entering Unmasked Estep 
Score: -2538270.500000 Penalty: 5132.391602
	Iteration 55Q: 3 clusters Score -2538270 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 29254 members 
Entering Unmasked Estep 
Score: -2538274.000000 Penalty: 5132.391602
	Iteration 56Q: 3 clusters Score -2538274 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 29279 members 
Entering Unmasked Estep 
Score: -2538285.000000 Penalty: 5132.391602
	Iteration 57Q: 3 clusters Score -2538285 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 29306 members 
Entering Unmasked Estep 
Score: -2538291.750000 Penalty: 5132.391602
	Iteration 58Q: 3 clusters Score -2538292 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 29332 members 
Entering Unmasked Estep 
Score: -2538295.000000 Penalty: 5132.391602
	Iteration 59Q: 3 clusters Score -2538295 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 29364 members 
Entering Unmasked Estep 
Score: -2538306.500000 Penalty: 5132.391602
	Iteration 60F: 3 clusters Score -2538306 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 29394 members 
Entering Unmasked Estep 
Score: -2538313.250000 Penalty: 5132.391602
	Iteration 61Q: 3 clusters Score -2538313 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 29415 members 
Entering Unmasked Estep 
Score: -2538320.000000 Penalty: 5132.391602
	Iteration 62Q: 3 clusters Score -2538320 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 29427 members 
Entering Unmasked Estep 
Score: -2538326.250000 Penalty: 5132.391602
	Iteration 63Q: 3 clusters Score -2538326 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 29440 members 
Entering Unmasked Estep 
Score: -2538333.000000 Penalty: 5132.391602
	Iteration 64Q: 3 clusters Score -2538333 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 29449 members 
Entering Unmasked Estep 
Score: -2538331.750000 Penalty: 5132.391602
	Iteration 65Q: 3 clusters Score -2538332 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 29459 members 
Entering Unmasked Estep 
Score: -2538330.750000 Penalty: 5132.391602
	Iteration 66Q: 3 clusters Score -2538331 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 29464 members 
Entering Unmasked Estep 
Score: -2538333.750000 Penalty: 5132.391602
	Iteration 67Q: 3 clusters Score -2538334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 29471 members 
Entering Unmasked Estep 
Score: -2538337.250000 Penalty: 5132.391602
	Iteration 68Q: 3 clusters Score -2538337 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 29479 members 
Entering Unmasked Estep 
Score: -2538339.750000 Penalty: 5132.391602
	Iteration 69Q: 3 clusters Score -2538340 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 29490 members 
Entering Unmasked Estep 
Score: -2538339.750000 Penalty: 5132.391602
	Iteration 70Q: 3 clusters Score -2538340 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 29502 members 
Entering Unmasked Estep 
Score: -2538347.250000 Penalty: 5132.391602
	Iteration 71Q: 3 clusters Score -2538347 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 29510 members 
Entering Unmasked Estep 
Score: -2538346.500000 Penalty: 5132.391602
	Iteration 72Q: 3 clusters Score -2538346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 29518 members 
Entering Unmasked Estep 
Score: -2538346.250000 Penalty: 5132.391602
	Iteration 73Q: 3 clusters Score -2538346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 29524 members 
Entering Unmasked Estep 
Score: -2538350.500000 Penalty: 5132.391602
	Iteration 74Q: 3 clusters Score -2538350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 29527 members 
Entering Unmasked Estep 
Score: -2538348.000000 Penalty: 5132.391602
	Iteration 75Q: 3 clusters Score -2538348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 29528 members 
Entering Unmasked Estep 
Score: -2538347.250000 Penalty: 5132.391602
	Iteration 76Q: 3 clusters Score -2538347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 29530 members 
Entering Unmasked Estep 
Score: -2538350.250000 Penalty: 5132.391602
	Iteration 77Q: 3 clusters Score -2538350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 29534 members 
Entering Unmasked Estep 
Score: -2538348.250000 Penalty: 5132.391602
	Iteration 78Q: 3 clusters Score -2538348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 29540 members 
Entering Unmasked Estep 
Score: -2538350.250000 Penalty: 5132.391602
	Iteration 79Q: 3 clusters Score -2538350 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 29549 members 
Entering Unmasked Estep 
Score: -2538353.750000 Penalty: 5132.391602
	Iteration 80F: 3 clusters Score -2538354 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 29558 members 
Entering Unmasked Estep 
Score: -2538356.500000 Penalty: 5132.391602
	Iteration 81Q: 3 clusters Score -2538356 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 29568 members 
Entering Unmasked Estep 
Score: -2538360.500000 Penalty: 5132.391602
	Iteration 82Q: 3 clusters Score -2538360 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 29579 members 
Entering Unmasked Estep 
Score: -2538366.500000 Penalty: 5132.391602
	Iteration 83Q: 3 clusters Score -2538366 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 29591 members 
Entering Unmasked Estep 
Score: -2538367.500000 Penalty: 5132.391602
	Iteration 84Q: 3 clusters Score -2538368 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 29601 members 
Entering Unmasked Estep 
Score: -2538372.750000 Penalty: 5132.391602
	Iteration 85Q: 3 clusters Score -2538373 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 29614 members 
Entering Unmasked Estep 
Score: -2538371.500000 Penalty: 5132.391602
	Iteration 86Q: 3 clusters Score -2538372 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 29631 members 
Entering Unmasked Estep 
Score: -2538381.500000 Penalty: 5132.391602
	Iteration 87Q: 3 clusters Score -2538382 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 29647 members 
Entering Unmasked Estep 
Score: -2538382.750000 Penalty: 5132.391602
	Iteration 88Q: 3 clusters Score -2538383 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 29666 members 
Entering Unmasked Estep 
Score: -2538387.500000 Penalty: 5132.391602
	Iteration 89Q: 3 clusters Score -2538388 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 29689 members 
Entering Unmasked Estep 
Score: -2538394.250000 Penalty: 5132.391602
	Iteration 90Q: 3 clusters Score -2538394 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 29714 members 
Entering Unmasked Estep 
Score: -2538405.250000 Penalty: 5132.391602
	Iteration 91Q: 3 clusters Score -2538405 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 29738 members 
Entering Unmasked Estep 
Score: -2538412.500000 Penalty: 5132.391602
	Iteration 92Q: 3 clusters Score -2538412 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 29763 members 
Entering Unmasked Estep 
Score: -2538414.750000 Penalty: 5132.391602
	Iteration 93Q: 3 clusters Score -2538415 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 29787 members 
Entering Unmasked Estep 
Score: -2538420.250000 Penalty: 5132.391602
	Iteration 94Q: 3 clusters Score -2538420 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 29802 members 
Entering Unmasked Estep 
Score: -2538435.000000 Penalty: 5132.391602
	Iteration 95Q: 3 clusters Score -2538435 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 29823 members 
Entering Unmasked Estep 
Score: -2538439.000000 Penalty: 5132.391602
	Iteration 96Q: 3 clusters Score -2538439 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 29841 members 
Entering Unmasked Estep 
Score: -2538440.250000 Penalty: 5132.391602
	Iteration 97Q: 3 clusters Score -2538440 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 29862 members 
Entering Unmasked Estep 
Score: -2538457.750000 Penalty: 5132.391602
	Iteration 98Q: 3 clusters Score -2538458 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 29882 members 
Entering Unmasked Estep 
Score: -2538461.500000 Penalty: 5132.391602
	Iteration 99Q: 3 clusters Score -2538462 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 29904 members 
Entering Unmasked Estep 
Score: -2538473.500000 Penalty: 5132.391602
	Iteration 100F: 3 clusters Score -2538474 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 29932 members 
Entering Unmasked Estep 
Score: -2538486.000000 Penalty: 5132.391602
	Iteration 101Q: 3 clusters Score -2538486 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 29961 members 
Entering Unmasked Estep 
Score: -2538499.000000 Penalty: 5132.391602
	Iteration 102Q: 3 clusters Score -2538499 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 29975 members 
Entering Unmasked Estep 
Score: -2538506.250000 Penalty: 5132.391602
	Iteration 103Q: 3 clusters Score -2538506 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 29991 members 
Entering Unmasked Estep 
Score: -2538514.000000 Penalty: 5132.391602
	Iteration 104Q: 3 clusters Score -2538514 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 30010 members 
Entering Unmasked Estep 
Score: -2538518.750000 Penalty: 5132.391602
	Iteration 105Q: 3 clusters Score -2538519 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 30027 members 
Entering Unmasked Estep 
Score: -2538526.750000 Penalty: 5132.391602
	Iteration 106Q: 3 clusters Score -2538527 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 30040 members 
Entering Unmasked Estep 
Score: -2538529.500000 Penalty: 5132.391602
	Iteration 107Q: 3 clusters Score -2538530 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 30053 members 
Entering Unmasked Estep 
Score: -2538537.750000 Penalty: 5132.391602
	Iteration 108Q: 3 clusters Score -2538538 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 30067 members 
Entering Unmasked Estep 
Score: -2538543.750000 Penalty: 5132.391602
	Iteration 109Q: 3 clusters Score -2538544 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 30075 members 
Entering Unmasked Estep 
Score: -2538546.250000 Penalty: 5132.391602
	Iteration 110Q: 3 clusters Score -2538546 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 30090 members 
Entering Unmasked Estep 
Score: -2538557.250000 Penalty: 5132.391602
	Iteration 111Q: 3 clusters Score -2538557 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 30107 members 
Entering Unmasked Estep 
Score: -2538563.750000 Penalty: 5132.391602
	Iteration 112Q: 3 clusters Score -2538564 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 30123 members 
Entering Unmasked Estep 
Score: -2538568.250000 Penalty: 5132.391602
	Iteration 113Q: 3 clusters Score -2538568 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 30131 members 
Entering Unmasked Estep 
Score: -2538566.000000 Penalty: 5132.391602
	Iteration 114Q: 3 clusters Score -2538566 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 30135 members 
Entering Unmasked Estep 
Score: -2538569.000000 Penalty: 5132.391602
	Iteration 115Q: 3 clusters Score -2538569 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 30140 members 
Entering Unmasked Estep 
Score: -2538571.750000 Penalty: 5132.391602
	Iteration 116Q: 3 clusters Score -2538572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 30145 members 
Entering Unmasked Estep 
Score: -2538575.750000 Penalty: 5132.391602
	Iteration 117Q: 3 clusters Score -2538576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 30149 members 
Entering Unmasked Estep 
Score: -2538578.250000 Penalty: 5132.391602
	Iteration 118Q: 3 clusters Score -2538578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 30157 members 
Entering Unmasked Estep 
Score: -2538585.000000 Penalty: 5132.391602
	Iteration 119Q: 3 clusters Score -2538585 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 30164 members 
Entering Unmasked Estep 
Score: -2538588.250000 Penalty: 5132.391602
	Iteration 120F: 3 clusters Score -2538588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 30168 members 
Entering Unmasked Estep 
Score: -2538589.500000 Penalty: 5132.391602
	Iteration 121Q: 3 clusters Score -2538590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 30172 members 
Entering Unmasked Estep 
Score: -2538587.000000 Penalty: 5132.391602
	Iteration 122Q: 3 clusters Score -2538587 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 30177 members 
Entering Unmasked Estep 
Score: -2538590.250000 Penalty: 5132.391602
	Iteration 123Q: 3 clusters Score -2538590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 30180 members 
Entering Unmasked Estep 
Score: -2538593.000000 Penalty: 5132.391602
	Iteration 124Q: 3 clusters Score -2538593 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 30184 members 
Entering Unmasked Estep 
Score: -2538592.500000 Penalty: 5132.391602
	Iteration 125Q: 3 clusters Score -2538592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 30189 members 
Entering Unmasked Estep 
Score: -2538591.500000 Penalty: 5132.391602
	Iteration 126Q: 3 clusters Score -2538592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 30193 members 
Entering Unmasked Estep 
Score: -2538595.000000 Penalty: 5132.391602
	Iteration 127Q: 3 clusters Score -2538595 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 30200 members 
Entering Unmasked Estep 
Score: -2538597.750000 Penalty: 5132.391602
	Iteration 128Q: 3 clusters Score -2538598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 30204 members 
Entering Unmasked Estep 
Score: -2538598.500000 Penalty: 5132.391602
	Iteration 129Q: 3 clusters Score -2538598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 30204 members 
Entering Unmasked Estep 
Score: -2538602.250000 Penalty: 5132.391602
	Iteration 130Q: 3 clusters Score -2538602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 30204 members 
Entering Unmasked Estep 
Score: -2538602.250000 Penalty: 5132.391602
	Iteration 131F: 3 clusters Score -2538602 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Entering Unmasked Estep 
Score: -75340.593750 Penalty: 1761.623901
	Iteration 0F: 2 clusters Score -75340.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -73325.390625 Penalty: 3523.247803
	Iteration 0F: 3 clusters Score -73325.39 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -73816.390625 Penalty: 3523.247803
	Iteration 1F: 3 clusters Score -73816.39 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -74043.203125 Penalty: 3523.247803
	Iteration 2F: 3 clusters Score -74043.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -74183.500000 Penalty: 3523.247803
	Iteration 3F: 3 clusters Score -74183.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -74292.320312 Penalty: 3523.247803
	Iteration 4Q: 3 clusters Score -74292.32 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -74378.414062 Penalty: 3523.247803
	Iteration 5Q: 3 clusters Score -74378.41 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -74446.140625 Penalty: 3523.247803
	Iteration 6Q: 3 clusters Score -74446.14 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -74498.585938 Penalty: 3523.247803
	Iteration 7Q: 3 clusters Score -74498.59 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -74531.859375 Penalty: 3523.247803
	Iteration 8Q: 3 clusters Score -74531.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -74555.898438 Penalty: 3523.247803
	Iteration 9Q: 3 clusters Score -74555.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -74576.515625 Penalty: 3523.247803
	Iteration 10Q: 3 clusters Score -74576.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -74587.664062 Penalty: 3523.247803
	Iteration 11Q: 3 clusters Score -74587.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -74595.718750 Penalty: 3523.247803
	Iteration 12Q: 3 clusters Score -74595.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -74607.156250 Penalty: 3523.247803
	Iteration 13Q: 3 clusters Score -74607.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -74610.078125 Penalty: 3523.247803
	Iteration 14Q: 3 clusters Score -74610.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -74618.812500 Penalty: 3523.247803
	Iteration 15Q: 3 clusters Score -74618.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -74620.757812 Penalty: 3523.247803
	Iteration 16Q: 3 clusters Score -74620.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -74620.757812 Penalty: 3523.247803
	Iteration 17F: 3 clusters Score -74620.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (5316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Entering Unmasked Estep 
Score: -417299.437500 Penalty: 2127.461914
	Iteration 0F: 2 clusters Score -417299.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -412557.062500 Penalty: 4254.923828
	Iteration 0F: 3 clusters Score -412557.1 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -413715.562500 Penalty: 4254.923828
	Iteration 1F: 3 clusters Score -413715.6 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -413945.375000 Penalty: 4254.923828
	Iteration 2F: 3 clusters Score -413945.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -414100.031250 Penalty: 4254.923828
	Iteration 3F: 3 clusters Score -414100 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -414184.875000 Penalty: 4254.923828
	Iteration 4Q: 3 clusters Score -414184.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -414254.343750 Penalty: 4254.923828
	Iteration 5Q: 3 clusters Score -414254.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -414318.187500 Penalty: 4254.923828
	Iteration 6Q: 3 clusters Score -414318.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -414371.062500 Penalty: 4254.923828
	Iteration 7Q: 3 clusters Score -414371.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -414421.375000 Penalty: 4254.923828
	Iteration 8Q: 3 clusters Score -414421.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -414472.031250 Penalty: 4254.923828
	Iteration 9Q: 3 clusters Score -414472 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -414520.000000 Penalty: 4254.923828
	Iteration 10Q: 3 clusters Score -414520 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -414564.062500 Penalty: 4254.923828
	Iteration 11Q: 3 clusters Score -414564.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -414593.531250 Penalty: 4254.923828
	Iteration 12Q: 3 clusters Score -414593.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -414621.781250 Penalty: 4254.923828
	Iteration 13Q: 3 clusters Score -414621.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -414656.906250 Penalty: 4254.923828
	Iteration 14Q: 3 clusters Score -414656.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -414697.031250 Penalty: 4254.923828
	Iteration 15Q: 3 clusters Score -414697 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -414743.406250 Penalty: 4254.923828
	Iteration 16Q: 3 clusters Score -414743.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -414793.093750 Penalty: 4254.923828
	Iteration 17Q: 3 clusters Score -414793.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -414849.156250 Penalty: 4254.923828
	Iteration 18Q: 3 clusters Score -414849.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -414903.750000 Penalty: 4254.923828
	Iteration 19Q: 3 clusters Score -414903.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -414947.156250 Penalty: 4254.923828
	Iteration 20F: 3 clusters Score -414947.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -414987.937500 Penalty: 4254.923828
	Iteration 21Q: 3 clusters Score -414987.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -415019.843750 Penalty: 4254.923828
	Iteration 22Q: 3 clusters Score -415019.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -415046.343750 Penalty: 4254.923828
	Iteration 23Q: 3 clusters Score -415046.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -415081.812500 Penalty: 4254.923828
	Iteration 24Q: 3 clusters Score -415081.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -415106.875000 Penalty: 4254.923828
	Iteration 25Q: 3 clusters Score -415106.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -415125.750000 Penalty: 4254.923828
	Iteration 26Q: 3 clusters Score -415125.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -415139.781250 Penalty: 4254.923828
	Iteration 27Q: 3 clusters Score -415139.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -415148.187500 Penalty: 4254.923828
	Iteration 28Q: 3 clusters Score -415148.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -415162.156250 Penalty: 4254.923828
	Iteration 29Q: 3 clusters Score -415162.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -415171.843750 Penalty: 4254.923828
	Iteration 30Q: 3 clusters Score -415171.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -415180.625000 Penalty: 4254.923828
	Iteration 31Q: 3 clusters Score -415180.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -415189.625000 Penalty: 4254.923828
	Iteration 32Q: 3 clusters Score -415189.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -415197.437500 Penalty: 4254.923828
	Iteration 33Q: 3 clusters Score -415197.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -415205.031250 Penalty: 4254.923828
	Iteration 34Q: 3 clusters Score -415205 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -415209.281250 Penalty: 4254.923828
	Iteration 35Q: 3 clusters Score -415209.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -415215.812500 Penalty: 4254.923828
	Iteration 36Q: 3 clusters Score -415215.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -415223.843750 Penalty: 4254.923828
	Iteration 37Q: 3 clusters Score -415223.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -415236.312500 Penalty: 4254.923828
	Iteration 38Q: 3 clusters Score -415236.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -415247.656250 Penalty: 4254.923828
	Iteration 39Q: 3 clusters Score -415247.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -415262.750000 Penalty: 4254.923828
	Iteration 40F: 3 clusters Score -415262.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -415275.406250 Penalty: 4254.923828
	Iteration 41Q: 3 clusters Score -415275.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -415297.312500 Penalty: 4254.923828
	Iteration 42Q: 3 clusters Score -415297.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -415310.000000 Penalty: 4254.923828
	Iteration 43Q: 3 clusters Score -415310 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -415322.937500 Penalty: 4254.923828
	Iteration 44Q: 3 clusters Score -415322.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -415333.093750 Penalty: 4254.923828
	Iteration 45Q: 3 clusters Score -415333.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -415343.312500 Penalty: 4254.923828
	Iteration 46Q: 3 clusters Score -415343.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -415356.937500 Penalty: 4254.923828
	Iteration 47Q: 3 clusters Score -415356.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -415370.718750 Penalty: 4254.923828
	Iteration 48Q: 3 clusters Score -415370.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -415383.187500 Penalty: 4254.923828
	Iteration 49Q: 3 clusters Score -415383.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -415387.750000 Penalty: 4254.923828
	Iteration 50Q: 3 clusters Score -415387.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -415389.375000 Penalty: 4254.923828
	Iteration 51Q: 3 clusters Score -415389.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -415390.687500 Penalty: 4254.923828
	Iteration 52Q: 3 clusters Score -415390.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -415391.531250 Penalty: 4254.923828
	Iteration 53Q: 3 clusters Score -415391.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -415392.281250 Penalty: 4254.923828
	Iteration 54Q: 3 clusters Score -415392.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -415393.250000 Penalty: 4254.923828
	Iteration 55Q: 3 clusters Score -415393.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -415393.250000 Penalty: 4254.923828
	Iteration 56F: 3 clusters Score -415393.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (64511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64511 members 
Entering Unmasked Estep 
Score: -5230988.000000 Penalty: 2746.498535
	Iteration 0F: 2 clusters Score -5230988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32211 members 
Mstep: Class 2 contains 32300 members 
Entering Unmasked Estep 
Score: -5187596.500000 Penalty: 5492.997070
	Iteration 0F: 3 clusters Score -5187596 nChanged 30014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32129 members 
Mstep: Class 2 contains 32382 members 
Entering Unmasked Estep 
Score: -5204614.000000 Penalty: 5492.997070
	Iteration 1F: 3 clusters Score -5204614 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32056 members 
Mstep: Class 2 contains 32455 members 
Entering Unmasked Estep 
Score: -5205230.000000 Penalty: 5492.997070
	Iteration 2Q: 3 clusters Score -5205230 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31998 members 
Mstep: Class 2 contains 32513 members 
Entering Unmasked Estep 
Score: -5205911.500000 Penalty: 5492.997070
	Iteration 3Q: 3 clusters Score -5205912 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31994 members 
Mstep: Class 2 contains 32517 members 
Entering Unmasked Estep 
Score: -5206595.500000 Penalty: 5492.997070
	Iteration 4Q: 3 clusters Score -5206596 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32002 members 
Mstep: Class 2 contains 32509 members 
Entering Unmasked Estep 
Score: -5207472.500000 Penalty: 5492.997070
	Iteration 5Q: 3 clusters Score -5207472 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32043 members 
Mstep: Class 2 contains 32468 members 
Entering Unmasked Estep 
Score: -5208591.000000 Penalty: 5492.997070
	Iteration 6Q: 3 clusters Score -5208591 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32312 members 
Mstep: Class 2 contains 32199 members 
Entering Unmasked Estep 
Score: -5210224.000000 Penalty: 5492.997070
	Iteration 7Q: 3 clusters Score -5210224 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32767 members 
Mstep: Class 2 contains 31744 members 
Entering Unmasked Estep 
Score: -5212667.500000 Penalty: 5492.997070
	Iteration 8F: 3 clusters Score -5212668 nChanged 4041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33364 members 
Mstep: Class 2 contains 31147 members 
Entering Unmasked Estep 
Score: -5215634.500000 Penalty: 5492.997070
	Iteration 9F: 3 clusters Score -5215634 nChanged 3984
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34044 members 
Mstep: Class 2 contains 30467 members 
Entering Unmasked Estep 
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	Iteration 10F: 3 clusters Score -5218344 nChanged 3216
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34682 members 
Mstep: Class 2 contains 29829 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -5219906 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35237 members 
Mstep: Class 2 contains 29274 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -5220493 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35834 members 
Mstep: Class 2 contains 28677 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -5220842 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36510 members 
Mstep: Class 2 contains 28001 members 
Entering Unmasked Estep 
Score: -5221134.500000 Penalty: 5492.997070
	Iteration 14Q: 3 clusters Score -5221134 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37193 members 
Mstep: Class 2 contains 27318 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -5221442 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37859 members 
Mstep: Class 2 contains 26652 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -5221683 nChanged 870
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38533 members 
Mstep: Class 2 contains 25978 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -5221964 nChanged 889
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39192 members 
Mstep: Class 2 contains 25319 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -5222290 nChanged 886
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39810 members 
Mstep: Class 2 contains 24701 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -5222594 nChanged 891
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40441 members 
Mstep: Class 2 contains 24070 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -5222886 nChanged 856
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41081 members 
Mstep: Class 2 contains 23430 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -5223143 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41717 members 
Mstep: Class 2 contains 22794 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -5223374 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42316 members 
Mstep: Class 2 contains 22195 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -5223570 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42951 members 
Mstep: Class 2 contains 21560 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -5223778 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43559 members 
Mstep: Class 2 contains 20952 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -5223980 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44164 members 
Mstep: Class 2 contains 20347 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -5224181 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44778 members 
Mstep: Class 2 contains 19733 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5224358 nChanged 647
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45375 members 
Mstep: Class 2 contains 19136 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5224505 nChanged 640
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45981 members 
Mstep: Class 2 contains 18530 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5224659 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46555 members 
Mstep: Class 2 contains 17956 members 
Entering Unmasked Estep 
Score: -5224816.500000 Penalty: 5492.997070
	Iteration 30Q: 3 clusters Score -5224816 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47130 members 
Mstep: Class 2 contains 17381 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5224986 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47690 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5225120 nChanged 570
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48256 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -5225221.000000 Penalty: 5492.997070
	Iteration 33Q: 3 clusters Score -5225221 nChanged 558
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48812 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -5225351.500000 Penalty: 5492.997070
	Iteration 34Q: 3 clusters Score -5225352 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49390 members 
Mstep: Class 2 contains 15121 members 
Entering Unmasked Estep 
Score: -5225485.500000 Penalty: 5492.997070
	Iteration 35Q: 3 clusters Score -5225486 nChanged 579
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49967 members 
Mstep: Class 2 contains 14544 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5225624 nChanged 604
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50571 members 
Mstep: Class 2 contains 13940 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5225759 nChanged 621
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51192 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5225954 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51824 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5226064 nChanged 620
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52444 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -5226243.500000 Penalty: 5492.997070
	Iteration 40F: 3 clusters Score -5226244 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53033 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5226376 nChanged 557
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53590 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -5226517.500000 Penalty: 5492.997070
	Iteration 42Q: 3 clusters Score -5226518 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54154 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -5226655.000000 Penalty: 5492.997070
	Iteration 43Q: 3 clusters Score -5226655 nChanged 510
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54664 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5226808 nChanged 512
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55176 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5226950 nChanged 506
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55682 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5227080 nChanged 499
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56181 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5227216 nChanged 468
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56649 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5227350 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57086 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5227483 nChanged 414
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57500 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5227614 nChanged 403
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57903 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -5227719.500000 Penalty: 5492.997070
	Iteration 51Q: 3 clusters Score -5227720 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58292 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -5227822.500000 Penalty: 5492.997070
	Iteration 52Q: 3 clusters Score -5227822 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58664 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -5227941.000000 Penalty: 5492.997070
	Iteration 53Q: 3 clusters Score -5227941 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58998 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -5228032.500000 Penalty: 5492.997070
	Iteration 54Q: 3 clusters Score -5228032 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59301 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -5228109.000000 Penalty: 5492.997070
	Iteration 55Q: 3 clusters Score -5228109 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59591 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -5228176.500000 Penalty: 5492.997070
	Iteration 56Q: 3 clusters Score -5228176 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59873 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -5228243.500000 Penalty: 5492.997070
	Iteration 57Q: 3 clusters Score -5228244 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60140 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -5228306.000000 Penalty: 5492.997070
	Iteration 58Q: 3 clusters Score -5228306 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60367 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -5228369.500000 Penalty: 5492.997070
	Iteration 59Q: 3 clusters Score -5228370 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60585 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -5228438.000000 Penalty: 5492.997070
	Iteration 60F: 3 clusters Score -5228438 nChanged 207
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60792 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5228522 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60991 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5228585 nChanged 193
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61182 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -5228639.500000 Penalty: 5492.997070
	Iteration 63Q: 3 clusters Score -5228640 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61347 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -5228675.500000 Penalty: 5492.997070
	Iteration 64Q: 3 clusters Score -5228676 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61492 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -5228713.500000 Penalty: 5492.997070
	Iteration 65Q: 3 clusters Score -5228714 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61613 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -5228755.000000 Penalty: 5492.997070
	Iteration 66Q: 3 clusters Score -5228755 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61712 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -5228775.000000 Penalty: 5492.997070
	Iteration 67Q: 3 clusters Score -5228775 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61814 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -5228796.500000 Penalty: 5492.997070
	Iteration 68Q: 3 clusters Score -5228796 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61902 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -5228813.500000 Penalty: 5492.997070
	Iteration 69Q: 3 clusters Score -5228814 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61978 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -5228830.500000 Penalty: 5492.997070
	Iteration 70Q: 3 clusters Score -5228830 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62051 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -5228852.500000 Penalty: 5492.997070
	Iteration 71Q: 3 clusters Score -5228852 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62117 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -5228870.000000 Penalty: 5492.997070
	Iteration 72Q: 3 clusters Score -5228870 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62171 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -5228877.000000 Penalty: 5492.997070
	Iteration 73Q: 3 clusters Score -5228877 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62213 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5228895 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62250 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5228896 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62291 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -5228902.500000 Penalty: 5492.997070
	Iteration 76Q: 3 clusters Score -5228902 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62335 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5228894 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62357 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -5228909.500000 Penalty: 5492.997070
	Iteration 78Q: 3 clusters Score -5228910 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62384 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -5228921.000000 Penalty: 5492.997070
	Iteration 79Q: 3 clusters Score -5228921 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62413 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -5228935.500000 Penalty: 5492.997070
	Iteration 80F: 3 clusters Score -5228936 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62433 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -5228942.000000 Penalty: 5492.997070
	Iteration 81Q: 3 clusters Score -5228942 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62444 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5228936 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62459 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -5228937.000000 Penalty: 5492.997070
	Iteration 83Q: 3 clusters Score -5228937 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62482 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -5228946.500000 Penalty: 5492.997070
	Iteration 84Q: 3 clusters Score -5228946 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62506 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -5228939.500000 Penalty: 5492.997070
	Iteration 85Q: 3 clusters Score -5228940 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62528 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -5228942.500000 Penalty: 5492.997070
	Iteration 86Q: 3 clusters Score -5228942 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62553 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -5228957.000000 Penalty: 5492.997070
	Iteration 87Q: 3 clusters Score -5228957 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62574 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5228964 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62592 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5228978 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62603 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -5228974.500000 Penalty: 5492.997070
	Iteration 90Q: 3 clusters Score -5228974 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62620 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -5228976.000000 Penalty: 5492.997070
	Iteration 91Q: 3 clusters Score -5228976 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62637 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5228980 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62662 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -5228992.500000 Penalty: 5492.997070
	Iteration 93Q: 3 clusters Score -5228992 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62685 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -5228996.000000 Penalty: 5492.997070
	Iteration 94Q: 3 clusters Score -5228996 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62705 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -5229002.500000 Penalty: 5492.997070
	Iteration 95Q: 3 clusters Score -5229002 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62716 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -5229006.500000 Penalty: 5492.997070
	Iteration 96Q: 3 clusters Score -5229006 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62723 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -5229004.500000 Penalty: 5492.997070
	Iteration 97Q: 3 clusters Score -5229004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62729 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -5229013.000000 Penalty: 5492.997070
	Iteration 98Q: 3 clusters Score -5229013 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62734 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -5229013.500000 Penalty: 5492.997070
	Iteration 99Q: 3 clusters Score -5229014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62735 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -5229015.500000 Penalty: 5492.997070
	Iteration 100F: 3 clusters Score -5229016 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (30540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30540 members 
Entering Unmasked Estep 
Score: -2495915.250000 Penalty: 2561.044678
	Iteration 0F: 2 clusters Score -2495915 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 15366 members 
Entering Unmasked Estep 
Score: -2474952.750000 Penalty: 5122.089355
	Iteration 0F: 3 clusters Score -2474953 nChanged 13850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -2482418.500000 Penalty: 5122.089355
	Iteration 1F: 3 clusters Score -2482418 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 16514 members 
Entering Unmasked Estep 
Score: -2482883.000000 Penalty: 5122.089355
	Iteration 2Q: 3 clusters Score -2482883 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 17171 members 
Entering Unmasked Estep 
Score: -2483345.000000 Penalty: 5122.089355
	Iteration 3Q: 3 clusters Score -2483345 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 18051 members 
Entering Unmasked Estep 
Score: -2483903.500000 Penalty: 5122.089355
	Iteration 4Q: 3 clusters Score -2483904 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 19291 members 
Entering Unmasked Estep 
Score: -2484674.750000 Penalty: 5122.089355
	Iteration 5F: 3 clusters Score -2484675 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 20892 members 
Entering Unmasked Estep 
Score: -2485733.750000 Penalty: 5122.089355
	Iteration 6F: 3 clusters Score -2485734 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 22743 members 
Entering Unmasked Estep 
Score: -2487140.750000 Penalty: 5122.089355
	Iteration 7F: 3 clusters Score -2487141 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 24755 members 
Entering Unmasked Estep 
Score: -2488863.250000 Penalty: 5122.089355
	Iteration 8F: 3 clusters Score -2488863 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 26603 members 
Entering Unmasked Estep 
Score: -2490575.250000 Penalty: 5122.089355
	Iteration 9F: 3 clusters Score -2490575 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 27999 members 
Entering Unmasked Estep 
Score: -2491851.250000 Penalty: 5122.089355
	Iteration 10Q: 3 clusters Score -2491851 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 28865 members 
Entering Unmasked Estep 
Score: -2492645.750000 Penalty: 5122.089355
	Iteration 11Q: 3 clusters Score -2492646 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 29329 members 
Entering Unmasked Estep 
Score: -2493074.750000 Penalty: 5122.089355
	Iteration 12Q: 3 clusters Score -2493075 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 29600 members 
Entering Unmasked Estep 
Score: -2493308.750000 Penalty: 5122.089355
	Iteration 13Q: 3 clusters Score -2493309 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 29751 members 
Entering Unmasked Estep 
Score: -2493437.250000 Penalty: 5122.089355
	Iteration 14Q: 3 clusters Score -2493437 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 29842 members 
Entering Unmasked Estep 
Score: -2493535.750000 Penalty: 5122.089355
	Iteration 15Q: 3 clusters Score -2493536 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 29911 members 
Entering Unmasked Estep 
Score: -2493602.250000 Penalty: 5122.089355
	Iteration 16Q: 3 clusters Score -2493602 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 29949 members 
Entering Unmasked Estep 
Score: -2493659.000000 Penalty: 5122.089355
	Iteration 17Q: 3 clusters Score -2493659 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 29983 members 
Entering Unmasked Estep 
Score: -2493694.000000 Penalty: 5122.089355
	Iteration 18Q: 3 clusters Score -2493694 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 29995 members 
Entering Unmasked Estep 
Score: -2493710.000000 Penalty: 5122.089355
	Iteration 19Q: 3 clusters Score -2493710 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 29999 members 
Entering Unmasked Estep 
Score: -2493715.750000 Penalty: 5122.089355
	Iteration 20F: 3 clusters Score -2493716 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 30006 members 
Entering Unmasked Estep 
Score: -2493721.500000 Penalty: 5122.089355
	Iteration 21Q: 3 clusters Score -2493722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 30011 members 
Entering Unmasked Estep 
Score: -2493723.000000 Penalty: 5122.089355
	Iteration 22Q: 3 clusters Score -2493723 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 30015 members 
Entering Unmasked Estep 
Score: -2493725.250000 Penalty: 5122.089355
	Iteration 23Q: 3 clusters Score -2493725 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 30019 members 
Entering Unmasked Estep 
Score: -2493726.250000 Penalty: 5122.089355
	Iteration 24Q: 3 clusters Score -2493726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 30019 members 
Entering Unmasked Estep 
Score: -2493729.250000 Penalty: 5122.089355
	Iteration 25Q: 3 clusters Score -2493729 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 30023 members 
Entering Unmasked Estep 
Score: -2493730.750000 Penalty: 5122.089355
	Iteration 26Q: 3 clusters Score -2493731 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 30029 members 
Entering Unmasked Estep 
Score: -2493734.500000 Penalty: 5122.089355
	Iteration 27Q: 3 clusters Score -2493734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 30035 members 
Entering Unmasked Estep 
Score: -2493740.750000 Penalty: 5122.089355
	Iteration 28Q: 3 clusters Score -2493741 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 30042 members 
Entering Unmasked Estep 
Score: -2493747.250000 Penalty: 5122.089355
	Iteration 29Q: 3 clusters Score -2493747 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 30047 members 
Entering Unmasked Estep 
Score: -2493746.750000 Penalty: 5122.089355
	Iteration 30Q: 3 clusters Score -2493747 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 30047 members 
Entering Unmasked Estep 
Score: -2493752.500000 Penalty: 5122.089355
	Iteration 31Q: 3 clusters Score -2493752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 30047 members 
Entering Unmasked Estep 
Score: -2493752.000000 Penalty: 5122.089355
	Iteration 32Q: 3 clusters Score -2493752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 30046 members 
Entering Unmasked Estep 
Score: -2493752.250000 Penalty: 5122.089355
	Iteration 33Q: 3 clusters Score -2493752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 30044 members 
Entering Unmasked Estep 
Score: -2493753.750000 Penalty: 5122.089355
	Iteration 34Q: 3 clusters Score -2493754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 30044 members 
Entering Unmasked Estep 
Score: -2493756.750000 Penalty: 5122.089355
	Iteration 35Q: 3 clusters Score -2493757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 30047 members 
Entering Unmasked Estep 
Score: -2493754.000000 Penalty: 5122.089355
	Iteration 36Q: 3 clusters Score -2493754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 30052 members 
Entering Unmasked Estep 
Score: -2493756.000000 Penalty: 5122.089355
	Iteration 37Q: 3 clusters Score -2493756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 30058 members 
Entering Unmasked Estep 
Score: -2493762.750000 Penalty: 5122.089355
	Iteration 38Q: 3 clusters Score -2493763 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 30062 members 
Entering Unmasked Estep 
Score: -2493765.000000 Penalty: 5122.089355
	Iteration 39Q: 3 clusters Score -2493765 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 30064 members 
Entering Unmasked Estep 
Score: -2493770.500000 Penalty: 5122.089355
	Iteration 40F: 3 clusters Score -2493770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 30067 members 
Entering Unmasked Estep 
Score: -2493776.500000 Penalty: 5122.089355
	Iteration 41Q: 3 clusters Score -2493776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 30068 members 
Entering Unmasked Estep 
Score: -2493782.000000 Penalty: 5122.089355
	Iteration 42Q: 3 clusters Score -2493782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 30073 members 
Entering Unmasked Estep 
Score: -2493782.250000 Penalty: 5122.089355
	Iteration 43Q: 3 clusters Score -2493782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 30075 members 
Entering Unmasked Estep 
Score: -2493790.250000 Penalty: 5122.089355
	Iteration 44Q: 3 clusters Score -2493790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 30075 members 
Entering Unmasked Estep 
Score: -2493792.750000 Penalty: 5122.089355
	Iteration 45Q: 3 clusters Score -2493793 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 30075 members 
Entering Unmasked Estep 
Score: -2493795.250000 Penalty: 5122.089355
	Iteration 46Q: 3 clusters Score -2493795 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 30079 members 
Entering Unmasked Estep 
Score: -2493802.250000 Penalty: 5122.089355
	Iteration 47Q: 3 clusters Score -2493802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 30082 members 
Entering Unmasked Estep 
Score: -2493805.250000 Penalty: 5122.089355
	Iteration 48Q: 3 clusters Score -2493805 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 30082 members 
Entering Unmasked Estep 
Score: -2493805.250000 Penalty: 5122.089355
	Iteration 49F: 3 clusters Score -2493805 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (483065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483065 members 
Entering Unmasked Estep 
Score: -38100332.000000 Penalty: 3245.800781
	Iteration 0F: 2 clusters Score -3.810033e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241166 members 
Mstep: Class 2 contains 241899 members 
Entering Unmasked Estep 
Score: -37773900.000000 Penalty: 6491.601562
	Iteration 0F: 3 clusters Score -3.77739e+07 nChanged 235913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231445 members 
Mstep: Class 2 contains 251620 members 
Entering Unmasked Estep 
Score: -37914832.000000 Penalty: 6491.601562
	Iteration 1F: 3 clusters Score -3.791483e+07 nChanged 10715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226098 members 
Mstep: Class 2 contains 256967 members 
Entering Unmasked Estep 
Score: -37916784.000000 Penalty: 6491.601562
	Iteration 2Q: 3 clusters Score -3.791678e+07 nChanged 12535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217815 members 
Mstep: Class 2 contains 265250 members 
Entering Unmasked Estep 
Score: -37919868.000000 Penalty: 6491.601562
	Iteration 3Q: 3 clusters Score -3.791987e+07 nChanged 16016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204911 members 
Mstep: Class 2 contains 278154 members 
Entering Unmasked Estep 
Score: -37925180.000000 Penalty: 6491.601562
	Iteration 4Q: 3 clusters Score -3.792518e+07 nChanged 21498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185335 members 
Mstep: Class 2 contains 297730 members 
Entering Unmasked Estep 
Score: -37935140.000000 Penalty: 6491.601562
	Iteration 5Q: 3 clusters Score -3.793514e+07 nChanged 29426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156921 members 
Mstep: Class 2 contains 326144 members 
Entering Unmasked Estep 
Score: -37953976.000000 Penalty: 6491.601562
	Iteration 6F: 3 clusters Score -3.795398e+07 nChanged 38043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119220 members 
Mstep: Class 2 contains 363845 members 
Entering Unmasked Estep 
Score: -37983628.000000 Penalty: 6491.601562
	Iteration 7F: 3 clusters Score -3.798363e+07 nChanged 42525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76761 members 
Mstep: Class 2 contains 406304 members 
Entering Unmasked Estep 
Score: -38023540.000000 Penalty: 6491.601562
	Iteration 8F: 3 clusters Score -3.802354e+07 nChanged 37343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39422 members 
Mstep: Class 2 contains 443643 members 
Entering Unmasked Estep 
Score: -38060340.000000 Penalty: 6491.601562
	Iteration 9F: 3 clusters Score -3.806034e+07 nChanged 23372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16050 members 
Mstep: Class 2 contains 467015 members 
Entering Unmasked Estep 
Score: -38083244.000000 Penalty: 6491.601562
	Iteration 10Q: 3 clusters Score -3.808324e+07 nChanged 10362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 477377 members 
Entering Unmasked Estep 
Score: -38092804.000000 Penalty: 6491.601562
	Iteration 11Q: 3 clusters Score -3.80928e+07 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 480916 members 
Entering Unmasked Estep 
Score: -38095664.000000 Penalty: 6491.601562
	Iteration 12Q: 3 clusters Score -3.809566e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 482005 members 
Entering Unmasked Estep 
Score: -38096768.000000 Penalty: 6491.601562
	Iteration 13Q: 3 clusters Score -3.809677e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 482354 members 
Entering Unmasked Estep 
Score: -38097096.000000 Penalty: 6491.601562
	Iteration 14Q: 3 clusters Score -3.80971e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 482465 members 
Entering Unmasked Estep 
Score: -38097240.000000 Penalty: 6491.601562
	Iteration 15Q: 3 clusters Score -3.809724e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 482528 members 
Entering Unmasked Estep 
Score: -38097340.000000 Penalty: 6491.601562
	Iteration 16Q: 3 clusters Score -3.809734e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 482565 members 
Entering Unmasked Estep 
Score: -38097404.000000 Penalty: 6491.601562
	Iteration 17Q: 3 clusters Score -3.80974e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 482581 members 
Entering Unmasked Estep 
Score: -38097376.000000 Penalty: 6491.601562
	Iteration 18Q: 3 clusters Score -3.809738e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 482593 members 
Entering Unmasked Estep 
Score: -38097420.000000 Penalty: 6491.601562
	Iteration 19Q: 3 clusters Score -3.809742e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 482604 members 
Entering Unmasked Estep 
Score: -38097460.000000 Penalty: 6491.601562
	Iteration 20F: 3 clusters Score -3.809746e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 482615 members 
Entering Unmasked Estep 
Score: -38097500.000000 Penalty: 6491.601562
	Iteration 21Q: 3 clusters Score -3.80975e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 482623 members 
Entering Unmasked Estep 
Score: -38097492.000000 Penalty: 6491.601562
	Iteration 22Q: 3 clusters Score -3.809749e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 482631 members 
Entering Unmasked Estep 
Score: -38097484.000000 Penalty: 6491.601562
	Iteration 23Q: 3 clusters Score -3.809748e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 482638 members 
Entering Unmasked Estep 
Score: -38097512.000000 Penalty: 6491.601562
	Iteration 24Q: 3 clusters Score -3.809751e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 482639 members 
Entering Unmasked Estep 
Score: -38097512.000000 Penalty: 6491.601562
	Iteration 25Q: 3 clusters Score -3.809751e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 482640 members 
Entering Unmasked Estep 
Score: -38097492.000000 Penalty: 6491.601562
	Iteration 26Q: 3 clusters Score -3.809749e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 482642 members 
Entering Unmasked Estep 
Score: -38097516.000000 Penalty: 6491.601562
	Iteration 27Q: 3 clusters Score -3.809752e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 482642 members 
Entering Unmasked Estep 
Score: -38097512.000000 Penalty: 6491.601562
	Iteration 28Q: 3 clusters Score -3.809751e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 482643 members 
Entering Unmasked Estep 
Score: -38097520.000000 Penalty: 6491.601562
	Iteration 29Q: 3 clusters Score -3.809752e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 482642 members 
Entering Unmasked Estep 
Score: -38097524.000000 Penalty: 6491.601562
	Iteration 30Q: 3 clusters Score -3.809752e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 482643 members 
Entering Unmasked Estep 
Score: -38097536.000000 Penalty: 6491.601562
	Iteration 31Q: 3 clusters Score -3.809754e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 482644 members 
Entering Unmasked Estep 
Score: -38097540.000000 Penalty: 6491.601562
	Iteration 32Q: 3 clusters Score -3.809754e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 482643 members 
Entering Unmasked Estep 
Score: -38097548.000000 Penalty: 6491.601562
	Iteration 33Q: 3 clusters Score -3.809755e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 482642 members 
Entering Unmasked Estep 
Score: -38097544.000000 Penalty: 6491.601562
	Iteration 34Q: 3 clusters Score -3.809754e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 482642 members 
Entering Unmasked Estep 
Score: -38097548.000000 Penalty: 6491.601562
	Iteration 35Q: 3 clusters Score -3.809755e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 482643 members 
Entering Unmasked Estep 
Score: -38097548.000000 Penalty: 6491.601562
	Iteration 36Q: 3 clusters Score -3.809755e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 482644 members 
Entering Unmasked Estep 
Score: -38097544.000000 Penalty: 6491.601562
	Iteration 37Q: 3 clusters Score -3.809754e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 482643 members 
Entering Unmasked Estep 
Score: -38097544.000000 Penalty: 6491.601562
	Iteration 38Q: 3 clusters Score -3.809754e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 482643 members 
Entering Unmasked Estep 
Score: -38097564.000000 Penalty: 6491.601562
	Iteration 39Q: 3 clusters Score -3.809756e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 482643 members 
Entering Unmasked Estep 
Score: -38097564.000000 Penalty: 6491.601562
	Iteration 40F: 3 clusters Score -3.809756e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 3455 members 
Mstep: Class 3 contains 8447 members 
Mstep: Class 4 contains 3222 members 
Mstep: Class 5 contains 20161 members 
Mstep: Class 6 contains 29796 members 
Mstep: Class 7 contains 19102 members 
Mstep: Class 8 contains 6520 members 
Mstep: Class 9 contains 56221 members 
Mstep: Class 10 contains 69669 members 
Mstep: Class 11 contains 5934 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14140 members 
Mstep: Class 14 contains 4777 members 
Mstep: Class 15 contains 7828 members 
Mstep: Class 16 contains 6143 members 
Mstep: Class 17 contains 153521 members 
Mstep: Class 18 contains 7444 members 
Mstep: Class 19 contains 40019 members 
Mstep: Class 20 contains 24071 members 
Mstep: Class 21 contains 5768 members 
Mstep: Class 22 contains 4037 members 
Mstep: Class 23 contains 79102 members 
Mstep: Class 24 contains 4624 members 
Mstep: Class 25 contains 5008 members 
Mstep: Class 26 contains 64308 members 
Mstep: Class 27 contains 4512 members 
Mstep: Class 28 contains 121067 members 
Mstep: Class 29 contains 13919 members 
Mstep: Class 30 contains 46743 members 
Mstep: Class 31 contains 31181 members 
Mstep: Class 32 contains 1216 members 
Mstep: Class 33 contains 5316 members 
Mstep: Class 34 contains 64511 members 
Mstep: Class 35 contains 30540 members 
Mstep: Class 36 contains 483065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111991152.000000 Penalty: 126742.460938
Iteration 439Q: 37 clusters Score -1.119912e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 3455 members 
Mstep: Class 3 contains 8447 members 
Mstep: Class 4 contains 3222 members 
Mstep: Class 5 contains 20163 members 
Mstep: Class 6 contains 29816 members 
Mstep: Class 7 contains 19103 members 
Mstep: Class 8 contains 6523 members 
Mstep: Class 9 contains 56217 members 
Mstep: Class 10 contains 69666 members 
Mstep: Class 11 contains 5936 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14138 members 
Mstep: Class 14 contains 4777 members 
Mstep: Class 15 contains 7828 members 
Mstep: Class 16 contains 6143 members 
Mstep: Class 17 contains 153521 members 
Mstep: Class 18 contains 7444 members 
Mstep: Class 19 contains 40019 members 
Mstep: Class 20 contains 24070 members 
Mstep: Class 21 contains 5765 members 
Mstep: Class 22 contains 4037 members 
Mstep: Class 23 contains 79104 members 
Mstep: Class 24 contains 4624 members 
Mstep: Class 25 contains 5008 members 
Mstep: Class 26 contains 64308 members 
Mstep: Class 27 contains 4512 members 
Mstep: Class 28 contains 121060 members 
Mstep: Class 29 contains 13919 members 
Mstep: Class 30 contains 46765 members 
Mstep: Class 31 contains 31209 members 
Mstep: Class 32 contains 1216 members 
Mstep: Class 33 contains 5316 members 
Mstep: Class 34 contains 64506 members 
Mstep: Class 35 contains 30561 members 
Mstep: Class 36 contains 482989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111991176.000000 Penalty: 126742.460938
Iteration 440F: 37 clusters Score -1.119912e+08 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 3455 members 
Mstep: Class 3 contains 8447 members 
Mstep: Class 4 contains 3222 members 
Mstep: Class 5 contains 20170 members 
Mstep: Class 6 contains 29829 members 
Mstep: Class 7 contains 19104 members 
Mstep: Class 8 contains 6524 members 
Mstep: Class 9 contains 56215 members 
Mstep: Class 10 contains 69667 members 
Mstep: Class 11 contains 5938 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14140 members 
Mstep: Class 14 contains 4777 members 
Mstep: Class 15 contains 7828 members 
Mstep: Class 16 contains 6143 members 
Mstep: Class 17 contains 153521 members 
Mstep: Class 18 contains 7444 members 
Mstep: Class 19 contains 40018 members 
Mstep: Class 20 contains 24070 members 
Mstep: Class 21 contains 5761 members 
Mstep: Class 22 contains 4038 members 
Mstep: Class 23 contains 79109 members 
Mstep: Class 24 contains 4624 members 
Mstep: Class 25 contains 5007 members 
Mstep: Class 26 contains 64307 members 
Mstep: Class 27 contains 4512 members 
Mstep: Class 28 contains 121060 members 
Mstep: Class 29 contains 13920 members 
Mstep: Class 30 contains 46782 members 
Mstep: Class 31 contains 31246 members 
Mstep: Class 32 contains 1216 members 
Mstep: Class 33 contains 5316 members 
Mstep: Class 34 contains 64500 members 
Mstep: Class 35 contains 30579 members 
Mstep: Class 36 contains 482899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111991088.000000 Penalty: 126742.460938
Iteration 441Q: 37 clusters Score -1.119911e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 3455 members 
Mstep: Class 3 contains 8447 members 
Mstep: Class 4 contains 3222 members 
Mstep: Class 5 contains 20175 members 
Mstep: Class 6 contains 29839 members 
Mstep: Class 7 contains 19106 members 
Mstep: Class 8 contains 6523 members 
Mstep: Class 9 contains 56211 members 
Mstep: Class 10 contains 69667 members 
Mstep: Class 11 contains 5938 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14141 members 
Mstep: Class 14 contains 4777 members 
Mstep: Class 15 contains 7828 members 
Mstep: Class 16 contains 6143 members 
Mstep: Class 17 contains 153520 members 
Mstep: Class 18 contains 7444 members 
Mstep: Class 19 contains 40018 members 
Mstep: Class 20 contains 24069 members 
Mstep: Class 21 contains 5759 members 
Mstep: Class 22 contains 4038 members 
Mstep: Class 23 contains 79112 members 
Mstep: Class 24 contains 4624 members 
Mstep: Class 25 contains 5006 members 
Mstep: Class 26 contains 64306 members 
Mstep: Class 27 contains 4512 members 
Mstep: Class 28 contains 121064 members 
Mstep: Class 29 contains 13921 members 
Mstep: Class 30 contains 46803 members 
Mstep: Class 31 contains 31278 members 
Mstep: Class 32 contains 1216 members 
Mstep: Class 33 contains 5316 members 
Mstep: Class 34 contains 64503 members 
Mstep: Class 35 contains 30600 members 
Mstep: Class 36 contains 482807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111991128.000000 Penalty: 126742.460938
Iteration 442Q: 37 clusters Score -1.119911e+08 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 3455 members 
Mstep: Class 3 contains 8447 members 
Mstep: Class 4 contains 3222 members 
Mstep: Class 5 contains 20177 members 
Mstep: Class 6 contains 29855 members 
Mstep: Class 7 contains 19108 members 
Mstep: Class 8 contains 6522 members 
Mstep: Class 9 contains 56208 members 
Mstep: Class 10 contains 69667 members 
Mstep: Class 11 contains 5939 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14141 members 
Mstep: Class 14 contains 4777 members 
Mstep: Class 15 contains 7828 members 
Mstep: Class 16 contains 6143 members 
Mstep: Class 17 contains 153521 members 
Mstep: Class 18 contains 7444 members 
Mstep: Class 19 contains 40019 members 
Mstep: Class 20 contains 24073 members 
Mstep: Class 21 contains 5756 members 
Mstep: Class 22 contains 4037 members 
Mstep: Class 23 contains 79117 members 
Mstep: Class 24 contains 4624 members 
Mstep: Class 25 contains 5007 members 
Mstep: Class 26 contains 64307 members 
Mstep: Class 27 contains 4512 members 
Mstep: Class 28 contains 121064 members 
Mstep: Class 29 contains 13922 members 
Mstep: Class 30 contains 46832 members 
Mstep: Class 31 contains 31306 members 
Mstep: Class 32 contains 1216 members 
Mstep: Class 33 contains 5316 members 
Mstep: Class 34 contains 64508 members 
Mstep: Class 35 contains 30617 members 
Mstep: Class 36 contains 482701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111991104.000000 Penalty: 126742.460938
Iteration 443Q: 37 clusters Score -1.119911e+08 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 3455 members 
Mstep: Class 3 contains 8447 members 
Mstep: Class 4 contains 3222 members 
Mstep: Class 5 contains 20180 members 
Mstep: Class 6 contains 29866 members 
Mstep: Class 7 contains 19108 members 
Mstep: Class 8 contains 6524 members 
Mstep: Class 9 contains 56202 members 
Mstep: Class 10 contains 69668 members 
Mstep: Class 11 contains 5939 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14142 members 
Mstep: Class 14 contains 4777 members 
Mstep: Class 15 contains 7828 members 
Mstep: Class 16 contains 6143 members 
Mstep: Class 17 contains 153521 members 
Mstep: Class 18 contains 7444 members 
Mstep: Class 19 contains 40019 members 
Mstep: Class 20 contains 24077 members 
Mstep: Class 21 contains 5753 members 
Mstep: Class 22 contains 4036 members 
Mstep: Class 23 contains 79121 members 
Mstep: Class 24 contains 4624 members 
Mstep: Class 25 contains 5007 members 
Mstep: Class 26 contains 64308 members 
Mstep: Class 27 contains 4512 members 
Mstep: Class 28 contains 121074 members 
Mstep: Class 29 contains 13922 members 
Mstep: Class 30 contains 46854 members 
Mstep: Class 31 contains 31331 members 
Mstep: Class 32 contains 1216 members 
Mstep: Class 33 contains 5316 members 
Mstep: Class 34 contains 64510 members 
Mstep: Class 35 contains 30628 members 
Mstep: Class 36 contains 482615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111991136.000000 Penalty: 126742.460938
Iteration 444Q: 37 clusters Score -1.119911e+08 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 3455 members 
Mstep: Class 3 contains 8447 members 
Mstep: Class 4 contains 3222 members 
Mstep: Class 5 contains 20181 members 
Mstep: Class 6 contains 29876 members 
Mstep: Class 7 contains 19107 members 
Mstep: Class 8 contains 6524 members 
Mstep: Class 9 contains 56198 members 
Mstep: Class 10 contains 69667 members 
Mstep: Class 11 contains 5939 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14141 members 
Mstep: Class 14 contains 4777 members 
Mstep: Class 15 contains 7828 members 
Mstep: Class 16 contains 6143 members 
Mstep: Class 17 contains 153521 members 
Mstep: Class 18 contains 7444 members 
Mstep: Class 19 contains 40019 members 
Mstep: Class 20 contains 24078 members 
Mstep: Class 21 contains 5752 members 
Mstep: Class 22 contains 4037 members 
Mstep: Class 23 contains 79126 members 
Mstep: Class 24 contains 4624 members 
Mstep: Class 25 contains 5007 members 
Mstep: Class 26 contains 64312 members 
Mstep: Class 27 contains 4512 members 
Mstep: Class 28 contains 121083 members 
Mstep: Class 29 contains 13922 members 
Mstep: Class 30 contains 46877 members 
Mstep: Class 31 contains 31359 members 
Mstep: Class 32 contains 1216 members 
Mstep: Class 33 contains 5316 members 
Mstep: Class 34 contains 64512 members 
Mstep: Class 35 contains 30640 members 
Mstep: Class 36 contains 482526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111991080.000000 Penalty: 126742.460938
Iteration 445Q: 37 clusters Score -1.119911e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 3455 members 
Mstep: Class 3 contains 8447 members 
Mstep: Class 4 contains 3222 members 
Mstep: Class 5 contains 20182 members 
Mstep: Class 6 contains 29881 members 
Mstep: Class 7 contains 19107 members 
Mstep: Class 8 contains 6524 members 
Mstep: Class 9 contains 56195 members 
Mstep: Class 10 contains 69669 members 
Mstep: Class 11 contains 5939 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14140 members 
Mstep: Class 14 contains 4777 members 
Mstep: Class 15 contains 7828 members 
Mstep: Class 16 contains 6143 members 
Mstep: Class 17 contains 153522 members 
Mstep: Class 18 contains 7444 members 
Mstep: Class 19 contains 40019 members 
Mstep: Class 20 contains 24078 members 
Mstep: Class 21 contains 5749 members 
Mstep: Class 22 contains 4038 members 
Mstep: Class 23 contains 79131 members 
Mstep: Class 24 contains 4624 members 
Mstep: Class 25 contains 5007 members 
Mstep: Class 26 contains 64314 members 
Mstep: Class 27 contains 4512 members 
Mstep: Class 28 contains 121091 members 
Mstep: Class 29 contains 13922 members 
Mstep: Class 30 contains 46897 members 
Mstep: Class 31 contains 31388 members 
Mstep: Class 32 contains 1216 members 
Mstep: Class 33 contains 5316 members 
Mstep: Class 34 contains 64511 members 
Mstep: Class 35 contains 30655 members 
Mstep: Class 36 contains 482446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111990928.000000 Penalty: 126742.460938
Iteration 446Q: 37 clusters Score -1.119909e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 3455 members 
Mstep: Class 3 contains 8447 members 
Mstep: Class 4 contains 3222 members 
Mstep: Class 5 contains 20183 members 
Mstep: Class 6 contains 29892 members 
Mstep: Class 7 contains 19108 members 
Mstep: Class 8 contains 6523 members 
Mstep: Class 9 contains 56186 members 
Mstep: Class 10 contains 69669 members 
Mstep: Class 11 contains 5939 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14140 members 
Mstep: Class 14 contains 4777 members 
Mstep: Class 15 contains 7828 members 
Mstep: Class 16 contains 6143 members 
Mstep: Class 17 contains 153522 members 
Mstep: Class 18 contains 7444 members 
Mstep: Class 19 contains 40018 members 
Mstep: Class 20 contains 24079 members 
Mstep: Class 21 contains 5749 members 
Mstep: Class 22 contains 4038 members 
Mstep: Class 23 contains 79136 members 
Mstep: Class 24 contains 4624 members 
Mstep: Class 25 contains 5007 members 
Mstep: Class 26 contains 64317 members 
Mstep: Class 27 contains 4512 members 
Mstep: Class 28 contains 121096 members 
Mstep: Class 29 contains 13920 members 
Mstep: Class 30 contains 46908 members 
Mstep: Class 31 contains 31409 members 
Mstep: Class 32 contains 1216 members 
Mstep: Class 33 contains 5316 members 
Mstep: Class 34 contains 64512 members 
Mstep: Class 35 contains 30668 members 
Mstep: Class 36 contains 482385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111991056.000000 Penalty: 126742.460938
Iteration 447Q: 37 clusters Score -1.119911e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 3455 members 
Mstep: Class 3 contains 8448 members 
Mstep: Class 4 contains 3222 members 
Mstep: Class 5 contains 20186 members 
Mstep: Class 6 contains 29899 members 
Mstep: Class 7 contains 19106 members 
Mstep: Class 8 contains 6524 members 
Mstep: Class 9 contains 56181 members 
Mstep: Class 10 contains 69668 members 
Mstep: Class 11 contains 5939 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14137 members 
Mstep: Class 14 contains 4777 members 
Mstep: Class 15 contains 7828 members 
Mstep: Class 16 contains 6143 members 
Mstep: Class 17 contains 153522 members 
Mstep: Class 18 contains 7444 members 
Mstep: Class 19 contains 40017 members 
Mstep: Class 20 contains 24077 members 
Mstep: Class 21 contains 5749 members 
Mstep: Class 22 contains 4039 members 
Mstep: Class 23 contains 79143 members 
Mstep: Class 24 contains 4624 members 
Mstep: Class 25 contains 5007 members 
Mstep: Class 26 contains 64317 members 
Mstep: Class 27 contains 4512 members 
Mstep: Class 28 contains 121098 members 
Mstep: Class 29 contains 13919 members 
Mstep: Class 30 contains 46923 members 
Mstep: Class 31 contains 31433 members 
Mstep: Class 32 contains 1216 members 
Mstep: Class 33 contains 5316 members 
Mstep: Class 34 contains 64506 members 
Mstep: Class 35 contains 30684 members 
Mstep: Class 36 contains 482328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111991168.000000 Penalty: 126742.460938
Iteration 448Q: 37 clusters Score -1.119912e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 3455 members 
Mstep: Class 3 contains 8449 members 
Mstep: Class 4 contains 3222 members 
Mstep: Class 5 contains 20190 members 
Mstep: Class 6 contains 29905 members 
Mstep: Class 7 contains 19105 members 
Mstep: Class 8 contains 6523 members 
Mstep: Class 9 contains 56177 members 
Mstep: Class 10 contains 69669 members 
Mstep: Class 11 contains 5939 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14137 members 
Mstep: Class 14 contains 4777 members 
Mstep: Class 15 contains 7828 members 
Mstep: Class 16 contains 6143 members 
Mstep: Class 17 contains 153522 members 
Mstep: Class 18 contains 7444 members 
Mstep: Class 19 contains 40015 members 
Mstep: Class 20 contains 24078 members 
Mstep: Class 21 contains 5749 members 
Mstep: Class 22 contains 4040 members 
Mstep: Class 23 contains 79150 members 
Mstep: Class 24 contains 4624 members 
Mstep: Class 25 contains 5007 members 
Mstep: Class 26 contains 64313 members 
Mstep: Class 27 contains 4512 members 
Mstep: Class 28 contains 121106 members 
Mstep: Class 29 contains 13918 members 
Mstep: Class 30 contains 46932 members 
Mstep: Class 31 contains 31454 members 
Mstep: Class 32 contains 1216 members 
Mstep: Class 33 contains 5316 members 
Mstep: Class 34 contains 64494 members 
Mstep: Class 35 contains 30702 members 
Mstep: Class 36 contains 482277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111991216.000000 Penalty: 126742.460938
Iteration 449Q: 37 clusters Score -1.119912e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 3455 members 
Mstep: Class 3 contains 8449 members 
Mstep: Class 4 contains 3222 members 
Mstep: Class 5 contains 20196 members 
Mstep: Class 6 contains 29911 members 
Mstep: Class 7 contains 19105 members 
Mstep: Class 8 contains 6524 members 
Mstep: Class 9 contains 56172 members 
Mstep: Class 10 contains 69669 members 
Mstep: Class 11 contains 5940 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14137 members 
Mstep: Class 14 contains 4777 members 
Mstep: Class 15 contains 7828 members 
Mstep: Class 16 contains 6143 members 
Mstep: Class 17 contains 153522 members 
Mstep: Class 18 contains 7444 members 
Mstep: Class 19 contains 40015 members 
Mstep: Class 20 contains 24076 members 
Mstep: Class 21 contains 5749 members 
Mstep: Class 22 contains 4041 members 
Mstep: Class 23 contains 79154 members 
Mstep: Class 24 contains 4624 members 
Mstep: Class 25 contains 5007 members 
Mstep: Class 26 contains 64309 members 
Mstep: Class 27 contains 4512 members 
Mstep: Class 28 contains 121111 members 
Mstep: Class 29 contains 13918 members 
Mstep: Class 30 contains 46940 members 
Mstep: Class 31 contains 31470 members 
Mstep: Class 32 contains 1216 members 
Mstep: Class 33 contains 5316 members 
Mstep: Class 34 contains 64486 members 
Mstep: Class 35 contains 30716 members 
Mstep: Class 36 contains 482235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111991144.000000 Penalty: 126742.460938
Iteration 450Q: 37 clusters Score -1.119911e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 3455 members 
Mstep: Class 3 contains 8449 members 
Mstep: Class 4 contains 3222 members 
Mstep: Class 5 contains 20204 members 
Mstep: Class 6 contains 29915 members 
Mstep: Class 7 contains 19106 members 
Mstep: Class 8 contains 6524 members 
Mstep: Class 9 contains 56170 members 
Mstep: Class 10 contains 69668 members 
Mstep: Class 11 contains 5940 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14136 members 
Mstep: Class 14 contains 4777 members 
Mstep: Class 15 contains 7828 members 
Mstep: Class 16 contains 6143 members 
Mstep: Class 17 contains 153522 members 
Mstep: Class 18 contains 7444 members 
Mstep: Class 19 contains 40015 members 
Mstep: Class 20 contains 24076 members 
Mstep: Class 21 contains 5749 members 
Mstep: Class 22 contains 4040 members 
Mstep: Class 23 contains 79155 members 
Mstep: Class 24 contains 4624 members 
Mstep: Class 25 contains 5007 members 
Mstep: Class 26 contains 64308 members 
Mstep: Class 27 contains 4512 members 
Mstep: Class 28 contains 121114 members 
Mstep: Class 29 contains 13918 members 
Mstep: Class 30 contains 46952 members 
Mstep: Class 31 contains 31494 members 
Mstep: Class 32 contains 1216 members 
Mstep: Class 33 contains 5316 members 
Mstep: Class 34 contains 64480 members 
Mstep: Class 35 contains 30731 members 
Mstep: Class 36 contains 482180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111991144.000000 Penalty: 126742.460938
Iteration 451Q: 37 clusters Score -1.119911e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 3455 members 
Mstep: Class 3 contains 8449 members 
Mstep: Class 4 contains 3222 members 
Mstep: Class 5 contains 20218 members 
Mstep: Class 6 contains 29922 members 
Mstep: Class 7 contains 19106 members 
Mstep: Class 8 contains 6524 members 
Mstep: Class 9 contains 56167 members 
Mstep: Class 10 contains 69664 members 
Mstep: Class 11 contains 5941 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14137 members 
Mstep: Class 14 contains 4777 members 
Mstep: Class 15 contains 7828 members 
Mstep: Class 16 contains 6143 members 
Mstep: Class 17 contains 153523 members 
Mstep: Class 18 contains 7444 members 
Mstep: Class 19 contains 40015 members 
Mstep: Class 20 contains 24076 members 
Mstep: Class 21 contains 5749 members 
Mstep: Class 22 contains 4038 members 
Mstep: Class 23 contains 79156 members 
Mstep: Class 24 contains 4624 members 
Mstep: Class 25 contains 5007 members 
Mstep: Class 26 contains 64305 members 
Mstep: Class 27 contains 4512 members 
Mstep: Class 28 contains 121115 members 
Mstep: Class 29 contains 13919 members 
Mstep: Class 30 contains 46970 members 
Mstep: Class 31 contains 31513 members 
Mstep: Class 32 contains 1216 members 
Mstep: Class 33 contains 5316 members 
Mstep: Class 34 contains 64474 members 
Mstep: Class 35 contains 30747 members 
Mstep: Class 36 contains 482118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111991112.000000 Penalty: 126742.460938
Iteration 452Q: 37 clusters Score -1.119911e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 3455 members 
Mstep: Class 3 contains 8449 members 
Mstep: Class 4 contains 3222 members 
Mstep: Class 5 contains 20228 members 
Mstep: Class 6 contains 29930 members 
Mstep: Class 7 contains 19106 members 
Mstep: Class 8 contains 6527 members 
Mstep: Class 9 contains 56162 members 
Mstep: Class 10 contains 69662 members 
Mstep: Class 11 contains 5941 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14136 members 
Mstep: Class 14 contains 4777 members 
Mstep: Class 15 contains 7828 members 
Mstep: Class 16 contains 6143 members 
Mstep: Class 17 contains 153522 members 
Mstep: Class 18 contains 7444 members 
Mstep: Class 19 contains 40015 members 
Mstep: Class 20 contains 24076 members 
Mstep: Class 21 contains 5749 members 
Mstep: Class 22 contains 4037 members 
Mstep: Class 23 contains 79159 members 
Mstep: Class 24 contains 4624 members 
Mstep: Class 25 contains 5007 members 
Mstep: Class 26 contains 64304 members 
Mstep: Class 27 contains 4512 members 
Mstep: Class 28 contains 121114 members 
Mstep: Class 29 contains 13923 members 
Mstep: Class 30 contains 46982 members 
Mstep: Class 31 contains 31526 members 
Mstep: Class 32 contains 1216 members 
Mstep: Class 33 contains 5316 members 
Mstep: Class 34 contains 64473 members 
Mstep: Class 35 contains 30761 members 
Mstep: Class 36 contains 482064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111991232.000000 Penalty: 126742.460938
Iteration 453Q: 37 clusters Score -1.119912e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 3455 members 
Mstep: Class 3 contains 8449 members 
Mstep: Class 4 contains 3222 members 
Mstep: Class 5 contains 20237 members 
Mstep: Class 6 contains 29936 members 
Mstep: Class 7 contains 19104 members 
Mstep: Class 8 contains 6528 members 
Mstep: Class 9 contains 56156 members 
Mstep: Class 10 contains 69661 members 
Mstep: Class 11 contains 5941 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14137 members 
Mstep: Class 14 contains 4777 members 
Mstep: Class 15 contains 7828 members 
Mstep: Class 16 contains 6143 members 
Mstep: Class 17 contains 153522 members 
Mstep: Class 18 contains 7444 members 
Mstep: Class 19 contains 40015 members 
Mstep: Class 20 contains 24077 members 
Mstep: Class 21 contains 5749 members 
Mstep: Class 22 contains 4039 members 
Mstep: Class 23 contains 79161 members 
Mstep: Class 24 contains 4624 members 
Mstep: Class 25 contains 5006 members 
Mstep: Class 26 contains 64302 members 
Mstep: Class 27 contains 4512 members 
Mstep: Class 28 contains 121113 members 
Mstep: Class 29 contains 13926 members 
Mstep: Class 30 contains 46997 members 
Mstep: Class 31 contains 31535 members 
Mstep: Class 32 contains 1216 members 
Mstep: Class 33 contains 5316 members 
Mstep: Class 34 contains 64476 members 
Mstep: Class 35 contains 30774 members 
Mstep: Class 36 contains 482012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111991216.000000 Penalty: 126742.460938
Iteration 454Q: 37 clusters Score -1.119912e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 3455 members 
Mstep: Class 3 contains 8449 members 
Mstep: Class 4 contains 3222 members 
Mstep: Class 5 contains 20245 members 
Mstep: Class 6 contains 29946 members 
Mstep: Class 7 contains 19105 members 
Mstep: Class 8 contains 6528 members 
Mstep: Class 9 contains 56152 members 
Mstep: Class 10 contains 69660 members 
Mstep: Class 11 contains 5941 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14137 members 
Mstep: Class 14 contains 4777 members 
Mstep: Class 15 contains 7828 members 
Mstep: Class 16 contains 6143 members 
Mstep: Class 17 contains 153522 members 
Mstep: Class 18 contains 7444 members 
Mstep: Class 19 contains 40015 members 
Mstep: Class 20 contains 24078 members 
Mstep: Class 21 contains 5749 members 
Mstep: Class 22 contains 4039 members 
Mstep: Class 23 contains 79163 members 
Mstep: Class 24 contains 4624 members 
Mstep: Class 25 contains 5007 members 
Mstep: Class 26 contains 64304 members 
Mstep: Class 27 contains 4512 members 
Mstep: Class 28 contains 121115 members 
Mstep: Class 29 contains 13927 members 
Mstep: Class 30 contains 47012 members 
Mstep: Class 31 contains 31548 members 
Mstep: Class 32 contains 1216 members 
Mstep: Class 33 contains 5316 members 
Mstep: Class 34 contains 64470 members 
Mstep: Class 35 contains 30790 members 
Mstep: Class 36 contains 481951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111991312.000000 Penalty: 126742.460938
Iteration 455Q: 37 clusters Score -1.119913e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 3455 members 
Mstep: Class 3 contains 8449 members 
Mstep: Class 4 contains 3222 members 
Mstep: Class 5 contains 20253 members 
Mstep: Class 6 contains 29964 members 
Mstep: Class 7 contains 19105 members 
Mstep: Class 8 contains 6528 members 
Mstep: Class 9 contains 56144 members 
Mstep: Class 10 contains 69659 members 
Mstep: Class 11 contains 5942 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14136 members 
Mstep: Class 14 contains 4777 members 
Mstep: Class 15 contains 7828 members 
Mstep: Class 16 contains 6143 members 
Mstep: Class 17 contains 153522 members 
Mstep: Class 18 contains 7444 members 
Mstep: Class 19 contains 40014 members 
Mstep: Class 20 contains 24077 members 
Mstep: Class 21 contains 5749 members 
Mstep: Class 22 contains 4039 members 
Mstep: Class 23 contains 79163 members 
Mstep: Class 24 contains 4624 members 
Mstep: Class 25 contains 5007 members 
Mstep: Class 26 contains 64302 members 
Mstep: Class 27 contains 4512 members 
Mstep: Class 28 contains 121114 members 
Mstep: Class 29 contains 13927 members 
Mstep: Class 30 contains 47025 members 
Mstep: Class 31 contains 31561 members 
Mstep: Class 32 contains 1216 members 
Mstep: Class 33 contains 5316 members 
Mstep: Class 34 contains 64466 members 
Mstep: Class 35 contains 30811 members 
Mstep: Class 36 contains 481896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111991216.000000 Penalty: 126742.460938
Iteration 456Q: 37 clusters Score -1.119912e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 3455 members 
Mstep: Class 3 contains 8449 members 
Mstep: Class 4 contains 3222 members 
Mstep: Class 5 contains 20258 members 
Mstep: Class 6 contains 29985 members 
Mstep: Class 7 contains 19105 members 
Mstep: Class 8 contains 6528 members 
Mstep: Class 9 contains 56139 members 
Mstep: Class 10 contains 69658 members 
Mstep: Class 11 contains 5945 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14135 members 
Mstep: Class 14 contains 4777 members 
Mstep: Class 15 contains 7828 members 
Mstep: Class 16 contains 6143 members 
Mstep: Class 17 contains 153522 members 
Mstep: Class 18 contains 7444 members 
Mstep: Class 19 contains 40013 members 
Mstep: Class 20 contains 24077 members 
Mstep: Class 21 contains 5749 members 
Mstep: Class 22 contains 4039 members 
Mstep: Class 23 contains 79164 members 
Mstep: Class 24 contains 4624 members 
Mstep: Class 25 contains 5007 members 
Mstep: Class 26 contains 64300 members 
Mstep: Class 27 contains 4512 members 
Mstep: Class 28 contains 121114 members 
Mstep: Class 29 contains 13928 members 
Mstep: Class 30 contains 47045 members 
Mstep: Class 31 contains 31570 members 
Mstep: Class 32 contains 1216 members 
Mstep: Class 33 contains 5316 members 
Mstep: Class 34 contains 64459 members 
Mstep: Class 35 contains 30827 members 
Mstep: Class 36 contains 481837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111991296.000000 Penalty: 126742.460938
Iteration 457Q: 37 clusters Score -1.119913e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 3455 members 
Mstep: Class 3 contains 8449 members 
Mstep: Class 4 contains 3222 members 
Mstep: Class 5 contains 20269 members 
Mstep: Class 6 contains 30006 members 
Mstep: Class 7 contains 19105 members 
Mstep: Class 8 contains 6527 members 
Mstep: Class 9 contains 56135 members 
Mstep: Class 10 contains 69657 members 
Mstep: Class 11 contains 5944 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14133 members 
Mstep: Class 14 contains 4777 members 
Mstep: Class 15 contains 7828 members 
Mstep: Class 16 contains 6143 members 
Mstep: Class 17 contains 153522 members 
Mstep: Class 18 contains 7444 members 
Mstep: Class 19 contains 40012 members 
Mstep: Class 20 contains 24076 members 
Mstep: Class 21 contains 5749 members 
Mstep: Class 22 contains 4039 members 
Mstep: Class 23 contains 79168 members 
Mstep: Class 24 contains 4624 members 
Mstep: Class 25 contains 5007 members 
Mstep: Class 26 contains 64297 members 
Mstep: Class 27 contains 4512 members 
Mstep: Class 28 contains 121113 members 
Mstep: Class 29 contains 13929 members 
Mstep: Class 30 contains 47065 members 
Mstep: Class 31 contains 31582 members 
Mstep: Class 32 contains 1216 members 
Mstep: Class 33 contains 5316 members 
Mstep: Class 34 contains 64452 members 
Mstep: Class 35 contains 30837 members 
Mstep: Class 36 contains 481781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111991248.000000 Penalty: 126742.460938
Iteration 458Q: 37 clusters Score -1.119912e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 3455 members 
Mstep: Class 3 contains 8449 members 
Mstep: Class 4 contains 3222 members 
Mstep: Class 5 contains 20277 members 
Mstep: Class 6 contains 30027 members 
Mstep: Class 7 contains 19105 members 
Mstep: Class 8 contains 6527 members 
Mstep: Class 9 contains 56128 members 
Mstep: Class 10 contains 69656 members 
Mstep: Class 11 contains 5945 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14130 members 
Mstep: Class 14 contains 4777 members 
Mstep: Class 15 contains 7828 members 
Mstep: Class 16 contains 6143 members 
Mstep: Class 17 contains 153521 members 
Mstep: Class 18 contains 7444 members 
Mstep: Class 19 contains 40011 members 
Mstep: Class 20 contains 24075 members 
Mstep: Class 21 contains 5749 members 
Mstep: Class 22 contains 4039 members 
Mstep: Class 23 contains 79173 members 
Mstep: Class 24 contains 4624 members 
Mstep: Class 25 contains 5007 members 
Mstep: Class 26 contains 64296 members 
Mstep: Class 27 contains 4512 members 
Mstep: Class 28 contains 121118 members 
Mstep: Class 29 contains 13931 members 
Mstep: Class 30 contains 47089 members 
Mstep: Class 31 contains 31591 members 
Mstep: Class 32 contains 1216 members 
Mstep: Class 33 contains 5316 members 
Mstep: Class 34 contains 64443 members 
Mstep: Class 35 contains 30855 members 
Mstep: Class 36 contains 481712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111991280.000000 Penalty: 126742.460938
Iteration 459Q: 37 clusters Score -1.119913e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 3455 members 
Mstep: Class 3 contains 8449 members 
Mstep: Class 4 contains 3222 members 
Mstep: Class 5 contains 20282 members 
Mstep: Class 6 contains 30038 members 
Mstep: Class 7 contains 19105 members 
Mstep: Class 8 contains 6527 members 
Mstep: Class 9 contains 56120 members 
Mstep: Class 10 contains 69657 members 
Mstep: Class 11 contains 5945 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14129 members 
Mstep: Class 14 contains 4777 members 
Mstep: Class 15 contains 7828 members 
Mstep: Class 16 contains 6143 members 
Mstep: Class 17 contains 153521 members 
Mstep: Class 18 contains 7444 members 
Mstep: Class 19 contains 40012 members 
Mstep: Class 20 contains 24074 members 
Mstep: Class 21 contains 5749 members 
Mstep: Class 22 contains 4039 members 
Mstep: Class 23 contains 79172 members 
Mstep: Class 24 contains 4624 members 
Mstep: Class 25 contains 5007 members 
Mstep: Class 26 contains 64297 members 
Mstep: Class 27 contains 4512 members 
Mstep: Class 28 contains 121123 members 
Mstep: Class 29 contains 13933 members 
Mstep: Class 30 contains 47100 members 
Mstep: Class 31 contains 31590 members 
Mstep: Class 32 contains 1216 members 
Mstep: Class 33 contains 5316 members 
Mstep: Class 34 contains 64434 members 
Mstep: Class 35 contains 30876 members 
Mstep: Class 36 contains 481675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111991184.000000 Penalty: 126742.460938
Iteration 460F: 37 clusters Score -1.119912e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 3455 members 
Mstep: Class 3 contains 8449 members 
Mstep: Class 4 contains 3222 members 
Mstep: Class 5 contains 20288 members 
Mstep: Class 6 contains 30040 members 
Mstep: Class 7 contains 19105 members 
Mstep: Class 8 contains 6526 members 
Mstep: Class 9 contains 56110 members 
Mstep: Class 10 contains 69655 members 
Mstep: Class 11 contains 5945 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14127 members 
Mstep: Class 14 contains 4777 members 
Mstep: Class 15 contains 7828 members 
Mstep: Class 16 contains 6143 members 
Mstep: Class 17 contains 153521 members 
Mstep: Class 18 contains 7444 members 
Mstep: Class 19 contains 40011 members 
Mstep: Class 20 contains 24073 members 
Mstep: Class 21 contains 5749 members 
Mstep: Class 22 contains 4039 members 
Mstep: Class 23 contains 79173 members 
Mstep: Class 24 contains 4624 members 
Mstep: Class 25 contains 5007 members 
Mstep: Class 26 contains 64298 members 
Mstep: Class 27 contains 4512 members 
Mstep: Class 28 contains 121124 members 
Mstep: Class 29 contains 13937 members 
Mstep: Class 30 contains 47119 members 
Mstep: Class 31 contains 31597 members 
Mstep: Class 32 contains 1216 members 
Mstep: Class 33 contains 5316 members 
Mstep: Class 34 contains 64430 members 
Mstep: Class 35 contains 30899 members 
Mstep: Class 36 contains 481632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111991152.000000 Penalty: 126742.460938
Iteration 461Q: 37 clusters Score -1.119912e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 3455 members 
Mstep: Class 3 contains 8449 members 
Mstep: Class 4 contains 3222 members 
Mstep: Class 5 contains 20293 members 
Mstep: Class 6 contains 30045 members 
Mstep: Class 7 contains 19109 members 
Mstep: Class 8 contains 6523 members 
Mstep: Class 9 contains 56102 members 
Mstep: Class 10 contains 69655 members 
Mstep: Class 11 contains 5946 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14126 members 
Mstep: Class 14 contains 4777 members 
Mstep: Class 15 contains 7828 members 
Mstep: Class 16 contains 6143 members 
Mstep: Class 17 contains 153521 members 
Mstep: Class 18 contains 7444 members 
Mstep: Class 19 contains 40009 members 
Mstep: Class 20 contains 24073 members 
Mstep: Class 21 contains 5749 members 
Mstep: Class 22 contains 4039 members 
Mstep: Class 23 contains 79173 members 
Mstep: Class 24 contains 4624 members 
Mstep: Class 25 contains 5007 members 
Mstep: Class 26 contains 64299 members 
Mstep: Class 27 contains 4512 members 
Mstep: Class 28 contains 121130 members 
Mstep: Class 29 contains 13940 members 
Mstep: Class 30 contains 47130 members 
Mstep: Class 31 contains 31602 members 
Mstep: Class 32 contains 1216 members 
Mstep: Class 33 contains 5316 members 
Mstep: Class 34 contains 64425 members 
Mstep: Class 35 contains 30922 members 
Mstep: Class 36 contains 481587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111990992.000000 Penalty: 126742.460938
Iteration 462Q: 37 clusters Score -1.11991e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 3455 members 
Mstep: Class 3 contains 8449 members 
Mstep: Class 4 contains 3222 members 
Mstep: Class 5 contains 20297 members 
Mstep: Class 6 contains 30048 members 
Mstep: Class 7 contains 19111 members 
Mstep: Class 8 contains 6523 members 
Mstep: Class 9 contains 56096 members 
Mstep: Class 10 contains 69655 members 
Mstep: Class 11 contains 5947 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14126 members 
Mstep: Class 14 contains 4777 members 
Mstep: Class 15 contains 7828 members 
Mstep: Class 16 contains 6143 members 
Mstep: Class 17 contains 153521 members 
Mstep: Class 18 contains 7444 members 
Mstep: Class 19 contains 40008 members 
Mstep: Class 20 contains 24074 members 
Mstep: Class 21 contains 5749 members 
Mstep: Class 22 contains 4039 members 
Mstep: Class 23 contains 79174 members 
Mstep: Class 24 contains 4624 members 
Mstep: Class 25 contains 5007 members 
Mstep: Class 26 contains 64305 members 
Mstep: Class 27 contains 4512 members 
Mstep: Class 28 contains 121136 members 
Mstep: Class 29 contains 13941 members 
Mstep: Class 30 contains 47142 members 
Mstep: Class 31 contains 31606 members 
Mstep: Class 32 contains 1216 members 
Mstep: Class 33 contains 5316 members 
Mstep: Class 34 contains 64422 members 
Mstep: Class 35 contains 30945 members 
Mstep: Class 36 contains 481535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111991040.000000 Penalty: 126742.460938
Iteration 463Q: 37 clusters Score -1.11991e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 3455 members 
Mstep: Class 3 contains 8449 members 
Mstep: Class 4 contains 3222 members 
Mstep: Class 5 contains 20302 members 
Mstep: Class 6 contains 30055 members 
Mstep: Class 7 contains 19112 members 
Mstep: Class 8 contains 6520 members 
Mstep: Class 9 contains 56083 members 
Mstep: Class 10 contains 69655 members 
Mstep: Class 11 contains 5947 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14126 members 
Mstep: Class 14 contains 4777 members 
Mstep: Class 15 contains 7828 members 
Mstep: Class 16 contains 6143 members 
Mstep: Class 17 contains 153521 members 
Mstep: Class 18 contains 7444 members 
Mstep: Class 19 contains 40006 members 
Mstep: Class 20 contains 24076 members 
Mstep: Class 21 contains 5749 members 
Mstep: Class 22 contains 4039 members 
Mstep: Class 23 contains 79175 members 
Mstep: Class 24 contains 4624 members 
Mstep: Class 25 contains 5007 members 
Mstep: Class 26 contains 64309 members 
Mstep: Class 27 contains 4512 members 
Mstep: Class 28 contains 121142 members 
Mstep: Class 29 contains 13947 members 
Mstep: Class 30 contains 47156 members 
Mstep: Class 31 contains 31612 members 
Mstep: Class 32 contains 1216 members 
Mstep: Class 33 contains 5316 members 
Mstep: Class 34 contains 64417 members 
Mstep: Class 35 contains 30964 members 
Mstep: Class 36 contains 481490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111991024.000000 Penalty: 126742.460938
Iteration 464Q: 37 clusters Score -1.11991e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 3455 members 
Mstep: Class 3 contains 8449 members 
Mstep: Class 4 contains 3222 members 
Mstep: Class 5 contains 20311 members 
Mstep: Class 6 contains 30060 members 
Mstep: Class 7 contains 19113 members 
Mstep: Class 8 contains 6522 members 
Mstep: Class 9 contains 56071 members 
Mstep: Class 10 contains 69654 members 
Mstep: Class 11 contains 5947 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14126 members 
Mstep: Class 14 contains 4777 members 
Mstep: Class 15 contains 7828 members 
Mstep: Class 16 contains 6143 members 
Mstep: Class 17 contains 153521 members 
Mstep: Class 18 contains 7444 members 
Mstep: Class 19 contains 40007 members 
Mstep: Class 20 contains 24077 members 
Mstep: Class 21 contains 5749 members 
Mstep: Class 22 contains 4039 members 
Mstep: Class 23 contains 79177 members 
Mstep: Class 24 contains 4624 members 
Mstep: Class 25 contains 5007 members 
Mstep: Class 26 contains 64310 members 
Mstep: Class 27 contains 4512 members 
Mstep: Class 28 contains 121144 members 
Mstep: Class 29 contains 13948 members 
Mstep: Class 30 contains 47174 members 
Mstep: Class 31 contains 31620 members 
Mstep: Class 32 contains 1216 members 
Mstep: Class 33 contains 5316 members 
Mstep: Class 34 contains 64416 members 
Mstep: Class 35 contains 30975 members 
Mstep: Class 36 contains 481446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111991056.000000 Penalty: 126742.460938
Iteration 465Q: 37 clusters Score -1.119911e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 3455 members 
Mstep: Class 3 contains 8449 members 
Mstep: Class 4 contains 3222 members 
Mstep: Class 5 contains 20319 members 
Mstep: Class 6 contains 30068 members 
Mstep: Class 7 contains 19114 members 
Mstep: Class 8 contains 6521 members 
Mstep: Class 9 contains 56065 members 
Mstep: Class 10 contains 69654 members 
Mstep: Class 11 contains 5947 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14126 members 
Mstep: Class 14 contains 4777 members 
Mstep: Class 15 contains 7828 members 
Mstep: Class 16 contains 6143 members 
Mstep: Class 17 contains 153521 members 
Mstep: Class 18 contains 7444 members 
Mstep: Class 19 contains 40007 members 
Mstep: Class 20 contains 24077 members 
Mstep: Class 21 contains 5748 members 
Mstep: Class 22 contains 4039 members 
Mstep: Class 23 contains 79179 members 
Mstep: Class 24 contains 4624 members 
Mstep: Class 25 contains 5007 members 
Mstep: Class 26 contains 64310 members 
Mstep: Class 27 contains 4512 members 
Mstep: Class 28 contains 121145 members 
Mstep: Class 29 contains 13948 members 
Mstep: Class 30 contains 47191 members 
Mstep: Class 31 contains 31631 members 
Mstep: Class 32 contains 1216 members 
Mstep: Class 33 contains 5316 members 
Mstep: Class 34 contains 64415 members 
Mstep: Class 35 contains 30989 members 
Mstep: Class 36 contains 481392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111991056.000000 Penalty: 126742.460938
Iteration 466Q: 37 clusters Score -1.119911e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 3455 members 
Mstep: Class 3 contains 8449 members 
Mstep: Class 4 contains 3222 members 
Mstep: Class 5 contains 20329 members 
Mstep: Class 6 contains 30071 members 
Mstep: Class 7 contains 19114 members 
Mstep: Class 8 contains 6520 members 
Mstep: Class 9 contains 56060 members 
Mstep: Class 10 contains 69655 members 
Mstep: Class 11 contains 5947 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14126 members 
Mstep: Class 14 contains 4777 members 
Mstep: Class 15 contains 7828 members 
Mstep: Class 16 contains 6143 members 
Mstep: Class 17 contains 153521 members 
Mstep: Class 18 contains 7444 members 
Mstep: Class 19 contains 40007 members 
Mstep: Class 20 contains 24077 members 
Mstep: Class 21 contains 5746 members 
Mstep: Class 22 contains 4039 members 
Mstep: Class 23 contains 79178 members 
Mstep: Class 24 contains 4624 members 
Mstep: Class 25 contains 5007 members 
Mstep: Class 26 contains 64309 members 
Mstep: Class 27 contains 4512 members 
Mstep: Class 28 contains 121145 members 
Mstep: Class 29 contains 13948 members 
Mstep: Class 30 contains 47207 members 
Mstep: Class 31 contains 31635 members 
Mstep: Class 32 contains 1216 members 
Mstep: Class 33 contains 5316 members 
Mstep: Class 34 contains 64413 members 
Mstep: Class 35 contains 31003 members 
Mstep: Class 36 contains 481358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111991088.000000 Penalty: 126742.460938
Iteration 467Q: 37 clusters Score -1.119911e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 3455 members 
Mstep: Class 3 contains 8449 members 
Mstep: Class 4 contains 3222 members 
Mstep: Class 5 contains 20331 members 
Mstep: Class 6 contains 30075 members 
Mstep: Class 7 contains 19115 members 
Mstep: Class 8 contains 6521 members 
Mstep: Class 9 contains 56055 members 
Mstep: Class 10 contains 69656 members 
Mstep: Class 11 contains 5947 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14125 members 
Mstep: Class 14 contains 4777 members 
Mstep: Class 15 contains 7828 members 
Mstep: Class 16 contains 6143 members 
Mstep: Class 17 contains 153521 members 
Mstep: Class 18 contains 7444 members 
Mstep: Class 19 contains 40007 members 
Mstep: Class 20 contains 24077 members 
Mstep: Class 21 contains 5743 members 
Mstep: Class 22 contains 4039 members 
Mstep: Class 23 contains 79178 members 
Mstep: Class 24 contains 4624 members 
Mstep: Class 25 contains 5007 members 
Mstep: Class 26 contains 64310 members 
Mstep: Class 27 contains 4512 members 
Mstep: Class 28 contains 121148 members 
Mstep: Class 29 contains 13948 members 
Mstep: Class 30 contains 47217 members 
Mstep: Class 31 contains 31641 members 
Mstep: Class 32 contains 1216 members 
Mstep: Class 33 contains 5316 members 
Mstep: Class 34 contains 64413 members 
Mstep: Class 35 contains 31016 members 
Mstep: Class 36 contains 481324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111991088.000000 Penalty: 126742.460938
Iteration 468Q: 37 clusters Score -1.119911e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 3455 members 
Mstep: Class 3 contains 8449 members 
Mstep: Class 4 contains 3222 members 
Mstep: Class 5 contains 20334 members 
Mstep: Class 6 contains 30078 members 
Mstep: Class 7 contains 19116 members 
Mstep: Class 8 contains 6522 members 
Mstep: Class 9 contains 56051 members 
Mstep: Class 10 contains 69655 members 
Mstep: Class 11 contains 5947 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14126 members 
Mstep: Class 14 contains 4777 members 
Mstep: Class 15 contains 7828 members 
Mstep: Class 16 contains 6143 members 
Mstep: Class 17 contains 153521 members 
Mstep: Class 18 contains 7444 members 
Mstep: Class 19 contains 40006 members 
Mstep: Class 20 contains 24075 members 
Mstep: Class 21 contains 5739 members 
Mstep: Class 22 contains 4039 members 
Mstep: Class 23 contains 79177 members 
Mstep: Class 24 contains 4624 members 
Mstep: Class 25 contains 5007 members 
Mstep: Class 26 contains 64311 members 
Mstep: Class 27 contains 4512 members 
Mstep: Class 28 contains 121150 members 
Mstep: Class 29 contains 13948 members 
Mstep: Class 30 contains 47229 members 
Mstep: Class 31 contains 31650 members 
Mstep: Class 32 contains 1216 members 
Mstep: Class 33 contains 5316 members 
Mstep: Class 34 contains 64410 members 
Mstep: Class 35 contains 31030 members 
Mstep: Class 36 contains 481293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111991048.000000 Penalty: 126742.460938
Iteration 469Q: 37 clusters Score -1.11991e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 3455 members 
Mstep: Class 3 contains 8449 members 
Mstep: Class 4 contains 3223 members 
Mstep: Class 5 contains 20338 members 
Mstep: Class 6 contains 30078 members 
Mstep: Class 7 contains 19118 members 
Mstep: Class 8 contains 6522 members 
Mstep: Class 9 contains 56041 members 
Mstep: Class 10 contains 69654 members 
Mstep: Class 11 contains 5948 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14125 members 
Mstep: Class 14 contains 4777 members 
Mstep: Class 15 contains 7828 members 
Mstep: Class 16 contains 6143 members 
Mstep: Class 17 contains 153521 members 
Mstep: Class 18 contains 7444 members 
Mstep: Class 19 contains 40006 members 
Mstep: Class 20 contains 24076 members 
Mstep: Class 21 contains 5738 members 
Mstep: Class 22 contains 4039 members 
Mstep: Class 23 contains 79185 members 
Mstep: Class 24 contains 4624 members 
Mstep: Class 25 contains 5006 members 
Mstep: Class 26 contains 64310 members 
Mstep: Class 27 contains 4512 members 
Mstep: Class 28 contains 121152 members 
Mstep: Class 29 contains 13948 members 
Mstep: Class 30 contains 47237 members 
Mstep: Class 31 contains 31658 members 
Mstep: Class 32 contains 1216 members 
Mstep: Class 33 contains 5316 members 
Mstep: Class 34 contains 64404 members 
Mstep: Class 35 contains 31038 members 
Mstep: Class 36 contains 481271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111991016.000000 Penalty: 126742.460938
Iteration 470Q: 37 clusters Score -1.11991e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 3455 members 
Mstep: Class 3 contains 8449 members 
Mstep: Class 4 contains 3223 members 
Mstep: Class 5 contains 20345 members 
Mstep: Class 6 contains 30077 members 
Mstep: Class 7 contains 19119 members 
Mstep: Class 8 contains 6522 members 
Mstep: Class 9 contains 56037 members 
Mstep: Class 10 contains 69654 members 
Mstep: Class 11 contains 5948 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14124 members 
Mstep: Class 14 contains 4777 members 
Mstep: Class 15 contains 7828 members 
Mstep: Class 16 contains 6143 members 
Mstep: Class 17 contains 153521 members 
Mstep: Class 18 contains 7444 members 
Mstep: Class 19 contains 40005 members 
Mstep: Class 20 contains 24076 members 
Mstep: Class 21 contains 5736 members 
Mstep: Class 22 contains 4039 members 
Mstep: Class 23 contains 79191 members 
Mstep: Class 24 contains 4624 members 
Mstep: Class 25 contains 5006 members 
Mstep: Class 26 contains 64312 members 
Mstep: Class 27 contains 4512 members 
Mstep: Class 28 contains 121153 members 
Mstep: Class 29 contains 13948 members 
Mstep: Class 30 contains 47241 members 
Mstep: Class 31 contains 31667 members 
Mstep: Class 32 contains 1216 members 
Mstep: Class 33 contains 5316 members 
Mstep: Class 34 contains 64400 members 
Mstep: Class 35 contains 31043 members 
Mstep: Class 36 contains 481249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111991032.000000 Penalty: 126742.460938
Iteration 471Q: 37 clusters Score -1.11991e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 3455 members 
Mstep: Class 3 contains 8449 members 
Mstep: Class 4 contains 3223 members 
Mstep: Class 5 contains 20350 members 
Mstep: Class 6 contains 30077 members 
Mstep: Class 7 contains 19120 members 
Mstep: Class 8 contains 6522 members 
Mstep: Class 9 contains 56029 members 
Mstep: Class 10 contains 69654 members 
Mstep: Class 11 contains 5948 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14123 members 
Mstep: Class 14 contains 4777 members 
Mstep: Class 15 contains 7829 members 
Mstep: Class 16 contains 6143 members 
Mstep: Class 17 contains 153521 members 
Mstep: Class 18 contains 7444 members 
Mstep: Class 19 contains 40005 members 
Mstep: Class 20 contains 24076 members 
Mstep: Class 21 contains 5734 members 
Mstep: Class 22 contains 4039 members 
Mstep: Class 23 contains 79196 members 
Mstep: Class 24 contains 4624 members 
Mstep: Class 25 contains 5006 members 
Mstep: Class 26 contains 64311 members 
Mstep: Class 27 contains 4512 members 
Mstep: Class 28 contains 121152 members 
Mstep: Class 29 contains 13947 members 
Mstep: Class 30 contains 47252 members 
Mstep: Class 31 contains 31680 members 
Mstep: Class 32 contains 1216 members 
Mstep: Class 33 contains 5316 members 
Mstep: Class 34 contains 64397 members 
Mstep: Class 35 contains 31051 members 
Mstep: Class 36 contains 481222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111990984.000000 Penalty: 126742.460938
Iteration 472Q: 37 clusters Score -1.11991e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 3455 members 
Mstep: Class 3 contains 8449 members 
Mstep: Class 4 contains 3223 members 
Mstep: Class 5 contains 20356 members 
Mstep: Class 6 contains 30078 members 
Mstep: Class 7 contains 19122 members 
Mstep: Class 8 contains 6522 members 
Mstep: Class 9 contains 56022 members 
Mstep: Class 10 contains 69654 members 
Mstep: Class 11 contains 5949 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14123 members 
Mstep: Class 14 contains 4777 members 
Mstep: Class 15 contains 7829 members 
Mstep: Class 16 contains 6143 members 
Mstep: Class 17 contains 153521 members 
Mstep: Class 18 contains 7444 members 
Mstep: Class 19 contains 40005 members 
Mstep: Class 20 contains 24077 members 
Mstep: Class 21 contains 5734 members 
Mstep: Class 22 contains 4039 members 
Mstep: Class 23 contains 79199 members 
Mstep: Class 24 contains 4624 members 
Mstep: Class 25 contains 5006 members 
Mstep: Class 26 contains 64311 members 
Mstep: Class 27 contains 4512 members 
Mstep: Class 28 contains 121152 members 
Mstep: Class 29 contains 13948 members 
Mstep: Class 30 contains 47261 members 
Mstep: Class 31 contains 31693 members 
Mstep: Class 32 contains 1216 members 
Mstep: Class 33 contains 5316 members 
Mstep: Class 34 contains 64396 members 
Mstep: Class 35 contains 31061 members 
Mstep: Class 36 contains 481183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111991088.000000 Penalty: 126742.460938
Iteration 473Q: 37 clusters Score -1.119911e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 3455 members 
Mstep: Class 3 contains 8449 members 
Mstep: Class 4 contains 3223 members 
Mstep: Class 5 contains 20365 members 
Mstep: Class 6 contains 30081 members 
Mstep: Class 7 contains 19122 members 
Mstep: Class 8 contains 6522 members 
Mstep: Class 9 contains 56014 members 
Mstep: Class 10 contains 69654 members 
Mstep: Class 11 contains 5950 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14122 members 
Mstep: Class 14 contains 4777 members 
Mstep: Class 15 contains 7829 members 
Mstep: Class 16 contains 6143 members 
Mstep: Class 17 contains 153521 members 
Mstep: Class 18 contains 7444 members 
Mstep: Class 19 contains 40005 members 
Mstep: Class 20 contains 24077 members 
Mstep: Class 21 contains 5734 members 
Mstep: Class 22 contains 4039 members 
Mstep: Class 23 contains 79205 members 
Mstep: Class 24 contains 4624 members 
Mstep: Class 25 contains 5006 members 
Mstep: Class 26 contains 64309 members 
Mstep: Class 27 contains 4512 members 
Mstep: Class 28 contains 121152 members 
Mstep: Class 29 contains 13951 members 
Mstep: Class 30 contains 47269 members 
Mstep: Class 31 contains 31699 members 
Mstep: Class 32 contains 1216 members 
Mstep: Class 33 contains 5316 members 
Mstep: Class 34 contains 64395 members 
Mstep: Class 35 contains 31066 members 
Mstep: Class 36 contains 481154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111991032.000000 Penalty: 126742.460938
Iteration 474Q: 37 clusters Score -1.11991e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 3455 members 
Mstep: Class 3 contains 8449 members 
Mstep: Class 4 contains 3223 members 
Mstep: Class 5 contains 20374 members 
Mstep: Class 6 contains 30083 members 
Mstep: Class 7 contains 19122 members 
Mstep: Class 8 contains 6521 members 
Mstep: Class 9 contains 56002 members 
Mstep: Class 10 contains 69655 members 
Mstep: Class 11 contains 5950 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14121 members 
Mstep: Class 14 contains 4777 members 
Mstep: Class 15 contains 7829 members 
Mstep: Class 16 contains 6143 members 
Mstep: Class 17 contains 153522 members 
Mstep: Class 18 contains 7444 members 
Mstep: Class 19 contains 40005 members 
Mstep: Class 20 contains 24077 members 
Mstep: Class 21 contains 5734 members 
Mstep: Class 22 contains 4039 members 
Mstep: Class 23 contains 79208 members 
Mstep: Class 24 contains 4624 members 
Mstep: Class 25 contains 5006 members 
Mstep: Class 26 contains 64308 members 
Mstep: Class 27 contains 4512 members 
Mstep: Class 28 contains 121154 members 
Mstep: Class 29 contains 13954 members 
Mstep: Class 30 contains 47278 members 
Mstep: Class 31 contains 31706 members 
Mstep: Class 32 contains 1216 members 
Mstep: Class 33 contains 5316 members 
Mstep: Class 34 contains 64396 members 
Mstep: Class 35 contains 31073 members 
Mstep: Class 36 contains 481124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111991016.000000 Penalty: 126742.460938
Iteration 475Q: 37 clusters Score -1.11991e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 3455 members 
Mstep: Class 3 contains 8449 members 
Mstep: Class 4 contains 3223 members 
Mstep: Class 5 contains 20385 members 
Mstep: Class 6 contains 30086 members 
Mstep: Class 7 contains 19121 members 
Mstep: Class 8 contains 6521 members 
Mstep: Class 9 contains 55989 members 
Mstep: Class 10 contains 69656 members 
Mstep: Class 11 contains 5950 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14118 members 
Mstep: Class 14 contains 4777 members 
Mstep: Class 15 contains 7829 members 
Mstep: Class 16 contains 6143 members 
Mstep: Class 17 contains 153523 members 
Mstep: Class 18 contains 7444 members 
Mstep: Class 19 contains 40005 members 
Mstep: Class 20 contains 24077 members 
Mstep: Class 21 contains 5734 members 
Mstep: Class 22 contains 4039 members 
Mstep: Class 23 contains 79210 members 
Mstep: Class 24 contains 4624 members 
Mstep: Class 25 contains 5006 members 
Mstep: Class 26 contains 64307 members 
Mstep: Class 27 contains 4512 members 
Mstep: Class 28 contains 121161 members 
Mstep: Class 29 contains 13958 members 
Mstep: Class 30 contains 47289 members 
Mstep: Class 31 contains 31709 members 
Mstep: Class 32 contains 1216 members 
Mstep: Class 33 contains 5316 members 
Mstep: Class 34 contains 64392 members 
Mstep: Class 35 contains 31084 members 
Mstep: Class 36 contains 481092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111991024.000000 Penalty: 126742.460938
Iteration 476Q: 37 clusters Score -1.11991e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 3455 members 
Mstep: Class 3 contains 8449 members 
Mstep: Class 4 contains 3223 members 
Mstep: Class 5 contains 20394 members 
Mstep: Class 6 contains 30088 members 
Mstep: Class 7 contains 19122 members 
Mstep: Class 8 contains 6521 members 
Mstep: Class 9 contains 55976 members 
Mstep: Class 10 contains 69655 members 
Mstep: Class 11 contains 5950 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14116 members 
Mstep: Class 14 contains 4777 members 
Mstep: Class 15 contains 7829 members 
Mstep: Class 16 contains 6143 members 
Mstep: Class 17 contains 153523 members 
Mstep: Class 18 contains 7444 members 
Mstep: Class 19 contains 40005 members 
Mstep: Class 20 contains 24078 members 
Mstep: Class 21 contains 5734 members 
Mstep: Class 22 contains 4039 members 
Mstep: Class 23 contains 79214 members 
Mstep: Class 24 contains 4624 members 
Mstep: Class 25 contains 5006 members 
Mstep: Class 26 contains 64305 members 
Mstep: Class 27 contains 4512 members 
Mstep: Class 28 contains 121162 members 
Mstep: Class 29 contains 13960 members 
Mstep: Class 30 contains 47298 members 
Mstep: Class 31 contains 31713 members 
Mstep: Class 32 contains 1216 members 
Mstep: Class 33 contains 5316 members 
Mstep: Class 34 contains 64392 members 
Mstep: Class 35 contains 31095 members 
Mstep: Class 36 contains 481066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111990968.000000 Penalty: 126742.460938
Iteration 477Q: 37 clusters Score -1.11991e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 3455 members 
Mstep: Class 3 contains 8449 members 
Mstep: Class 4 contains 3223 members 
Mstep: Class 5 contains 20404 members 
Mstep: Class 6 contains 30089 members 
Mstep: Class 7 contains 19121 members 
Mstep: Class 8 contains 6521 members 
Mstep: Class 9 contains 55962 members 
Mstep: Class 10 contains 69655 members 
Mstep: Class 11 contains 5950 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14116 members 
Mstep: Class 14 contains 4777 members 
Mstep: Class 15 contains 7829 members 
Mstep: Class 16 contains 6143 members 
Mstep: Class 17 contains 153523 members 
Mstep: Class 18 contains 7444 members 
Mstep: Class 19 contains 40005 members 
Mstep: Class 20 contains 24079 members 
Mstep: Class 21 contains 5734 members 
Mstep: Class 22 contains 4039 members 
Mstep: Class 23 contains 79216 members 
Mstep: Class 24 contains 4624 members 
Mstep: Class 25 contains 5006 members 
Mstep: Class 26 contains 64307 members 
Mstep: Class 27 contains 4512 members 
Mstep: Class 28 contains 121163 members 
Mstep: Class 29 contains 13962 members 
Mstep: Class 30 contains 47305 members 
Mstep: Class 31 contains 31721 members 
Mstep: Class 32 contains 1216 members 
Mstep: Class 33 contains 5316 members 
Mstep: Class 34 contains 64390 members 
Mstep: Class 35 contains 31105 members 
Mstep: Class 36 contains 481039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111991024.000000 Penalty: 126742.460938
Iteration 478Q: 37 clusters Score -1.11991e+08 nChanged 73
Entering ConstructFrom: 
Score: -111991024.000000 Penalty: 126742.460938
Entering ConstructFrom: 
Trying to split cluster 1 (8822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Entering Unmasked Estep 
Score: -718856.812500 Penalty: 2253.081055
	Iteration 0F: 2 clusters Score -718856.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -711883.562500 Penalty: 4506.162109
	Iteration 0F: 3 clusters Score -711883.6 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -713879.187500 Penalty: 4506.162109
	Iteration 1F: 3 clusters Score -713879.2 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -714174.125000 Penalty: 4506.162109
	Iteration 2F: 3 clusters Score -714174.1 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -714426.187500 Penalty: 4506.162109
	Iteration 3F: 3 clusters Score -714426.2 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -714683.375000 Penalty: 4506.162109
	Iteration 4F: 3 clusters Score -714683.4 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -714939.937500 Penalty: 4506.162109
	Iteration 5Q: 3 clusters Score -714939.9 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -715235.187500 Penalty: 4506.162109
	Iteration 6F: 3 clusters Score -715235.2 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -715565.250000 Penalty: 4506.162109
	Iteration 7F: 3 clusters Score -715565.2 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -715953.062500 Penalty: 4506.162109
	Iteration 8F: 3 clusters Score -715953.1 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -716305.625000 Penalty: 4506.162109
	Iteration 9F: 3 clusters Score -716305.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -716557.312500 Penalty: 4506.162109
	Iteration 10Q: 3 clusters Score -716557.3 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -716731.687500 Penalty: 4506.162109
	Iteration 11Q: 3 clusters Score -716731.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -716854.500000 Penalty: 4506.162109
	Iteration 12Q: 3 clusters Score -716854.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -716922.312500 Penalty: 4506.162109
	Iteration 13Q: 3 clusters Score -716922.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -716962.687500 Penalty: 4506.162109
	Iteration 14Q: 3 clusters Score -716962.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -716997.437500 Penalty: 4506.162109
	Iteration 15Q: 3 clusters Score -716997.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -717021.875000 Penalty: 4506.162109
	Iteration 16Q: 3 clusters Score -717021.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -717034.937500 Penalty: 4506.162109
	Iteration 17Q: 3 clusters Score -717034.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -717048.312500 Penalty: 4506.162109
	Iteration 18Q: 3 clusters Score -717048.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -717057.312500 Penalty: 4506.162109
	Iteration 19Q: 3 clusters Score -717057.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -717066.062500 Penalty: 4506.162109
	Iteration 20F: 3 clusters Score -717066.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -717072.125000 Penalty: 4506.162109
	Iteration 21Q: 3 clusters Score -717072.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -717077.187500 Penalty: 4506.162109
	Iteration 22Q: 3 clusters Score -717077.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -717083.062500 Penalty: 4506.162109
	Iteration 23Q: 3 clusters Score -717083.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -717088.500000 Penalty: 4506.162109
	Iteration 24Q: 3 clusters Score -717088.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -717091.562500 Penalty: 4506.162109
	Iteration 25Q: 3 clusters Score -717091.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -717095.250000 Penalty: 4506.162109
	Iteration 26Q: 3 clusters Score -717095.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -717095.250000 Penalty: 4506.162109
	Iteration 27Q: 3 clusters Score -717095.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -717096.250000 Penalty: 4506.162109
	Iteration 28Q: 3 clusters Score -717096.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -717098.000000 Penalty: 4506.162109
	Iteration 29Q: 3 clusters Score -717098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -717098.562500 Penalty: 4506.162109
	Iteration 30Q: 3 clusters Score -717098.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -717098.812500 Penalty: 4506.162109
	Iteration 31Q: 3 clusters Score -717098.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -717099.500000 Penalty: 4506.162109
	Iteration 32Q: 3 clusters Score -717099.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -717103.375000 Penalty: 4506.162109
	Iteration 33Q: 3 clusters Score -717103.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -717103.250000 Penalty: 4506.162109
	Iteration 34Q: 3 clusters Score -717103.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -717107.000000 Penalty: 4506.162109
	Iteration 35Q: 3 clusters Score -717107 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -717107.750000 Penalty: 4506.162109
	Iteration 36Q: 3 clusters Score -717107.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -717108.937500 Penalty: 4506.162109
	Iteration 37Q: 3 clusters Score -717108.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -717109.000000 Penalty: 4506.162109
	Iteration 38Q: 3 clusters Score -717109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -717112.375000 Penalty: 4506.162109
	Iteration 39Q: 3 clusters Score -717112.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -717111.625000 Penalty: 4506.162109
	Iteration 40F: 3 clusters Score -717111.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -717110.062500 Penalty: 4506.162109
	Iteration 41Q: 3 clusters Score -717110.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -717110.062500 Penalty: 4506.162109
	Iteration 42F: 3 clusters Score -717110.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Entering Unmasked Estep 
Score: -267655.062500 Penalty: 2020.599121
	Iteration 0F: 2 clusters Score -267655.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -264075.812500 Penalty: 4041.198242
	Iteration 0F: 3 clusters Score -264075.8 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -264897.906250 Penalty: 4041.198242
	Iteration 1F: 3 clusters Score -264897.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -265110.500000 Penalty: 4041.198242
	Iteration 2F: 3 clusters Score -265110.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -265230.593750 Penalty: 4041.198242
	Iteration 3F: 3 clusters Score -265230.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -265307.593750 Penalty: 4041.198242
	Iteration 4Q: 3 clusters Score -265307.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -265359.406250 Penalty: 4041.198242
	Iteration 5Q: 3 clusters Score -265359.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -265406.281250 Penalty: 4041.198242
	Iteration 6Q: 3 clusters Score -265406.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -265459.125000 Penalty: 4041.198242
	Iteration 7Q: 3 clusters Score -265459.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -265518.593750 Penalty: 4041.198242
	Iteration 8Q: 3 clusters Score -265518.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -265572.531250 Penalty: 4041.198242
	Iteration 9Q: 3 clusters Score -265572.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -265623.562500 Penalty: 4041.198242
	Iteration 10Q: 3 clusters Score -265623.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -265665.625000 Penalty: 4041.198242
	Iteration 11Q: 3 clusters Score -265665.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -265693.781250 Penalty: 4041.198242
	Iteration 12Q: 3 clusters Score -265693.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -265715.656250 Penalty: 4041.198242
	Iteration 13Q: 3 clusters Score -265715.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -265732.593750 Penalty: 4041.198242
	Iteration 14Q: 3 clusters Score -265732.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -265744.906250 Penalty: 4041.198242
	Iteration 15Q: 3 clusters Score -265744.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -265757.312500 Penalty: 4041.198242
	Iteration 16Q: 3 clusters Score -265757.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -265771.593750 Penalty: 4041.198242
	Iteration 17Q: 3 clusters Score -265771.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -265785.250000 Penalty: 4041.198242
	Iteration 18Q: 3 clusters Score -265785.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -265797.625000 Penalty: 4041.198242
	Iteration 19Q: 3 clusters Score -265797.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -265806.437500 Penalty: 4041.198242
	Iteration 20F: 3 clusters Score -265806.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -265815.500000 Penalty: 4041.198242
	Iteration 21Q: 3 clusters Score -265815.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -265825.531250 Penalty: 4041.198242
	Iteration 22Q: 3 clusters Score -265825.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -265832.468750 Penalty: 4041.198242
	Iteration 23Q: 3 clusters Score -265832.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -265840.968750 Penalty: 4041.198242
	Iteration 24Q: 3 clusters Score -265841 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -265848.500000 Penalty: 4041.198242
	Iteration 25Q: 3 clusters Score -265848.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -265855.187500 Penalty: 4041.198242
	Iteration 26Q: 3 clusters Score -265855.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -265859.781250 Penalty: 4041.198242
	Iteration 27Q: 3 clusters Score -265859.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -265863.156250 Penalty: 4041.198242
	Iteration 28Q: 3 clusters Score -265863.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -265867.718750 Penalty: 4041.198242
	Iteration 29Q: 3 clusters Score -265867.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -265870.281250 Penalty: 4041.198242
	Iteration 30Q: 3 clusters Score -265870.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -265874.062500 Penalty: 4041.198242
	Iteration 31Q: 3 clusters Score -265874.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -265877.968750 Penalty: 4041.198242
	Iteration 32Q: 3 clusters Score -265878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -265881.593750 Penalty: 4041.198242
	Iteration 33Q: 3 clusters Score -265881.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -265888.281250 Penalty: 4041.198242
	Iteration 34Q: 3 clusters Score -265888.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -265892.625000 Penalty: 4041.198242
	Iteration 35Q: 3 clusters Score -265892.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -265895.812500 Penalty: 4041.198242
	Iteration 36Q: 3 clusters Score -265895.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -265899.187500 Penalty: 4041.198242
	Iteration 37Q: 3 clusters Score -265899.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -265903.593750 Penalty: 4041.198242
	Iteration 38Q: 3 clusters Score -265903.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -265906.843750 Penalty: 4041.198242
	Iteration 39Q: 3 clusters Score -265906.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -265909.750000 Penalty: 4041.198242
	Iteration 40F: 3 clusters Score -265909.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -265915.156250 Penalty: 4041.198242
	Iteration 41Q: 3 clusters Score -265915.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -265923.562500 Penalty: 4041.198242
	Iteration 42Q: 3 clusters Score -265923.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -265925.937500 Penalty: 4041.198242
	Iteration 43Q: 3 clusters Score -265925.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -265934.187500 Penalty: 4041.198242
	Iteration 44Q: 3 clusters Score -265934.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -265941.593750 Penalty: 4041.198242
	Iteration 45Q: 3 clusters Score -265941.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -265948.218750 Penalty: 4041.198242
	Iteration 46Q: 3 clusters Score -265948.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -265955.843750 Penalty: 4041.198242
	Iteration 47Q: 3 clusters Score -265955.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -265961.406250 Penalty: 4041.198242
	Iteration 48Q: 3 clusters Score -265961.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -265966.000000 Penalty: 4041.198242
	Iteration 49Q: 3 clusters Score -265966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -265972.000000 Penalty: 4041.198242
	Iteration 50Q: 3 clusters Score -265972 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -265976.687500 Penalty: 4041.198242
	Iteration 51Q: 3 clusters Score -265976.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -265978.218750 Penalty: 4041.198242
	Iteration 52Q: 3 clusters Score -265978.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -265982.531250 Penalty: 4041.198242
	Iteration 53Q: 3 clusters Score -265982.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -265988.343750 Penalty: 4041.198242
	Iteration 54Q: 3 clusters Score -265988.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -265990.406250 Penalty: 4041.198242
	Iteration 55Q: 3 clusters Score -265990.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -265993.906250 Penalty: 4041.198242
	Iteration 56Q: 3 clusters Score -265993.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -265994.656250 Penalty: 4041.198242
	Iteration 57Q: 3 clusters Score -265994.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -265996.281250 Penalty: 4041.198242
	Iteration 58Q: 3 clusters Score -265996.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -265996.281250 Penalty: 4041.198242
	Iteration 59F: 3 clusters Score -265996.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Entering Unmasked Estep 
Score: -638104.625000 Penalty: 2242.367188
	Iteration 0F: 2 clusters Score -638104.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -631382.562500 Penalty: 4484.734375
	Iteration 0F: 3 clusters Score -631382.6 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -633275.000000 Penalty: 4484.734375
	Iteration 1F: 3 clusters Score -633275 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -633628.062500 Penalty: 4484.734375
	Iteration 2F: 3 clusters Score -633628.1 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -633919.875000 Penalty: 4484.734375
	Iteration 3F: 3 clusters Score -633919.9 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -634193.812500 Penalty: 4484.734375
	Iteration 4F: 3 clusters Score -634193.8 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -634486.937500 Penalty: 4484.734375
	Iteration 5Q: 3 clusters Score -634486.9 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -634806.437500 Penalty: 4484.734375
	Iteration 6Q: 3 clusters Score -634806.4 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -635192.937500 Penalty: 4484.734375
	Iteration 7Q: 3 clusters Score -635192.9 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -635695.750000 Penalty: 4484.734375
	Iteration 8F: 3 clusters Score -635695.8 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -636314.625000 Penalty: 4484.734375
	Iteration 9F: 3 clusters Score -636314.6 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -636910.000000 Penalty: 4484.734375
	Iteration 10F: 3 clusters Score -636910 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -637230.500000 Penalty: 4484.734375
	Iteration 11Q: 3 clusters Score -637230.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -637411.687500 Penalty: 4484.734375
	Iteration 12Q: 3 clusters Score -637411.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -637511.937500 Penalty: 4484.734375
	Iteration 13Q: 3 clusters Score -637511.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -637572.750000 Penalty: 4484.734375
	Iteration 14Q: 3 clusters Score -637572.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -637611.875000 Penalty: 4484.734375
	Iteration 15Q: 3 clusters Score -637611.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -637641.812500 Penalty: 4484.734375
	Iteration 16Q: 3 clusters Score -637641.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -637667.250000 Penalty: 4484.734375
	Iteration 17Q: 3 clusters Score -637667.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -637691.812500 Penalty: 4484.734375
	Iteration 18Q: 3 clusters Score -637691.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -637713.562500 Penalty: 4484.734375
	Iteration 19Q: 3 clusters Score -637713.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -637730.187500 Penalty: 4484.734375
	Iteration 20F: 3 clusters Score -637730.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -637746.437500 Penalty: 4484.734375
	Iteration 21Q: 3 clusters Score -637746.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -637759.812500 Penalty: 4484.734375
	Iteration 22Q: 3 clusters Score -637759.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -637769.500000 Penalty: 4484.734375
	Iteration 23Q: 3 clusters Score -637769.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -637777.125000 Penalty: 4484.734375
	Iteration 24Q: 3 clusters Score -637777.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -637786.875000 Penalty: 4484.734375
	Iteration 25Q: 3 clusters Score -637786.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -637792.437500 Penalty: 4484.734375
	Iteration 26Q: 3 clusters Score -637792.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -637795.250000 Penalty: 4484.734375
	Iteration 27Q: 3 clusters Score -637795.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -637799.000000 Penalty: 4484.734375
	Iteration 28Q: 3 clusters Score -637799 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -637804.062500 Penalty: 4484.734375
	Iteration 29Q: 3 clusters Score -637804.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -637805.562500 Penalty: 4484.734375
	Iteration 30Q: 3 clusters Score -637805.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -637807.250000 Penalty: 4484.734375
	Iteration 31Q: 3 clusters Score -637807.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -637807.937500 Penalty: 4484.734375
	Iteration 32Q: 3 clusters Score -637807.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -637809.375000 Penalty: 4484.734375
	Iteration 33Q: 3 clusters Score -637809.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -637810.937500 Penalty: 4484.734375
	Iteration 34Q: 3 clusters Score -637810.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -637811.375000 Penalty: 4484.734375
	Iteration 35Q: 3 clusters Score -637811.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -637811.375000 Penalty: 4484.734375
	Iteration 36F: 3 clusters Score -637811.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Entering Unmasked Estep 
Score: -214983.484375 Penalty: 2003.360840
	Iteration 0F: 2 clusters Score -214983.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -211583.656250 Penalty: 4006.721680
	Iteration 0F: 3 clusters Score -211583.7 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -212505.390625 Penalty: 4006.721680
	Iteration 1F: 3 clusters Score -212505.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -212796.328125 Penalty: 4006.721680
	Iteration 2F: 3 clusters Score -212796.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -213041.250000 Penalty: 4006.721680
	Iteration 3F: 3 clusters Score -213041.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -213243.671875 Penalty: 4006.721680
	Iteration 4F: 3 clusters Score -213243.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -213447.859375 Penalty: 4006.721680
	Iteration 5F: 3 clusters Score -213447.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -213610.125000 Penalty: 4006.721680
	Iteration 6Q: 3 clusters Score -213610.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -213712.781250 Penalty: 4006.721680
	Iteration 7Q: 3 clusters Score -213712.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -213778.656250 Penalty: 4006.721680
	Iteration 8Q: 3 clusters Score -213778.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -213830.031250 Penalty: 4006.721680
	Iteration 9Q: 3 clusters Score -213830 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -213874.718750 Penalty: 4006.721680
	Iteration 10Q: 3 clusters Score -213874.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -213920.578125 Penalty: 4006.721680
	Iteration 11Q: 3 clusters Score -213920.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -213955.609375 Penalty: 4006.721680
	Iteration 12Q: 3 clusters Score -213955.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -213978.515625 Penalty: 4006.721680
	Iteration 13Q: 3 clusters Score -213978.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -213994.828125 Penalty: 4006.721680
	Iteration 14Q: 3 clusters Score -213994.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -214006.750000 Penalty: 4006.721680
	Iteration 15Q: 3 clusters Score -214006.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -214018.703125 Penalty: 4006.721680
	Iteration 16Q: 3 clusters Score -214018.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -214022.687500 Penalty: 4006.721680
	Iteration 17Q: 3 clusters Score -214022.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -214026.656250 Penalty: 4006.721680
	Iteration 18Q: 3 clusters Score -214026.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -214030.171875 Penalty: 4006.721680
	Iteration 19Q: 3 clusters Score -214030.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -214033.750000 Penalty: 4006.721680
	Iteration 20F: 3 clusters Score -214033.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -214037.171875 Penalty: 4006.721680
	Iteration 21Q: 3 clusters Score -214037.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -214040.859375 Penalty: 4006.721680
	Iteration 22Q: 3 clusters Score -214040.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -214042.078125 Penalty: 4006.721680
	Iteration 23Q: 3 clusters Score -214042.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -214044.750000 Penalty: 4006.721680
	Iteration 24Q: 3 clusters Score -214044.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -214047.296875 Penalty: 4006.721680
	Iteration 25Q: 3 clusters Score -214047.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -214048.890625 Penalty: 4006.721680
	Iteration 26Q: 3 clusters Score -214048.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -214052.828125 Penalty: 4006.721680
	Iteration 27Q: 3 clusters Score -214052.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -214057.156250 Penalty: 4006.721680
	Iteration 28Q: 3 clusters Score -214057.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -214060.828125 Penalty: 4006.721680
	Iteration 29Q: 3 clusters Score -214060.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -214062.578125 Penalty: 4006.721680
	Iteration 30Q: 3 clusters Score -214062.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -214064.578125 Penalty: 4006.721680
	Iteration 31Q: 3 clusters Score -214064.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -214065.343750 Penalty: 4006.721680
	Iteration 32Q: 3 clusters Score -214065.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -214066.000000 Penalty: 4006.721680
	Iteration 33Q: 3 clusters Score -214066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -214065.875000 Penalty: 4006.721680
	Iteration 34Q: 3 clusters Score -214065.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -214065.875000 Penalty: 4006.721680
	Iteration 35F: 3 clusters Score -214065.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (20412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20412 members 
Entering Unmasked Estep 
Score: -1673874.750000 Penalty: 2461.121826
	Iteration 0F: 2 clusters Score -1673875 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -1659471.875000 Penalty: 4922.243652
	Iteration 0F: 3 clusters Score -1659472 nChanged 9038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -1664373.250000 Penalty: 4922.243652
	Iteration 1F: 3 clusters Score -1664373 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -1664867.500000 Penalty: 4922.243652
	Iteration 2F: 3 clusters Score -1664868 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -1665372.750000 Penalty: 4922.243652
	Iteration 3F: 3 clusters Score -1665373 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1665964.875000 Penalty: 4922.243652
	Iteration 4F: 3 clusters Score -1665965 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1666783.875000 Penalty: 4922.243652
	Iteration 5F: 3 clusters Score -1666784 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1667898.875000 Penalty: 4922.243652
	Iteration 6F: 3 clusters Score -1667899 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1669146.250000 Penalty: 4922.243652
	Iteration 7F: 3 clusters Score -1669146 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17491 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1670250.125000 Penalty: 4922.243652
	Iteration 8F: 3 clusters Score -1670250 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18276 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1671081.125000 Penalty: 4922.243652
	Iteration 9Q: 3 clusters Score -1671081 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18807 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1671657.125000 Penalty: 4922.243652
	Iteration 10Q: 3 clusters Score -1671657 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19165 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1672037.625000 Penalty: 4922.243652
	Iteration 11Q: 3 clusters Score -1672038 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19368 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1672234.125000 Penalty: 4922.243652
	Iteration 12Q: 3 clusters Score -1672234 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19487 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1672388.375000 Penalty: 4922.243652
	Iteration 13Q: 3 clusters Score -1672388 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19549 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1672458.000000 Penalty: 4922.243652
	Iteration 14Q: 3 clusters Score -1672458 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19597 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1672511.875000 Penalty: 4922.243652
	Iteration 15Q: 3 clusters Score -1672512 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19640 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1672560.875000 Penalty: 4922.243652
	Iteration 16Q: 3 clusters Score -1672561 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19670 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1672605.250000 Penalty: 4922.243652
	Iteration 17Q: 3 clusters Score -1672605 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19690 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1672628.000000 Penalty: 4922.243652
	Iteration 18Q: 3 clusters Score -1672628 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19713 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1672653.125000 Penalty: 4922.243652
	Iteration 19Q: 3 clusters Score -1672653 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19732 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1672689.250000 Penalty: 4922.243652
	Iteration 20F: 3 clusters Score -1672689 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19743 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1672716.000000 Penalty: 4922.243652
	Iteration 21Q: 3 clusters Score -1672716 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19755 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1672731.875000 Penalty: 4922.243652
	Iteration 22Q: 3 clusters Score -1672732 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19766 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1672743.125000 Penalty: 4922.243652
	Iteration 23Q: 3 clusters Score -1672743 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19775 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1672753.875000 Penalty: 4922.243652
	Iteration 24Q: 3 clusters Score -1672754 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19778 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1672761.750000 Penalty: 4922.243652
	Iteration 25Q: 3 clusters Score -1672762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19781 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1672764.250000 Penalty: 4922.243652
	Iteration 26Q: 3 clusters Score -1672764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19782 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1672767.375000 Penalty: 4922.243652
	Iteration 27Q: 3 clusters Score -1672767 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19781 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1672767.000000 Penalty: 4922.243652
	Iteration 28Q: 3 clusters Score -1672767 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19780 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1672765.625000 Penalty: 4922.243652
	Iteration 29Q: 3 clusters Score -1672766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19779 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1672767.250000 Penalty: 4922.243652
	Iteration 30Q: 3 clusters Score -1672767 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19778 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1672768.625000 Penalty: 4922.243652
	Iteration 31Q: 3 clusters Score -1672769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19778 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1672770.125000 Penalty: 4922.243652
	Iteration 32Q: 3 clusters Score -1672770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19778 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1672770.125000 Penalty: 4922.243652
	Iteration 33F: 3 clusters Score -1672770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (30090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30090 members 
Entering Unmasked Estep 
Score: -2468284.250000 Penalty: 2557.363037
	Iteration 0F: 2 clusters Score -2468284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
Score: -2447639.500000 Penalty: 5114.726074
	Iteration 0F: 3 clusters Score -2447640 nChanged 13534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -2454922.250000 Penalty: 5114.726074
	Iteration 1F: 3 clusters Score -2454922 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -2455368.750000 Penalty: 5114.726074
	Iteration 2Q: 3 clusters Score -2455369 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 14728 members 
Entering Unmasked Estep 
Score: -2455719.250000 Penalty: 5114.726074
	Iteration 3Q: 3 clusters Score -2455719 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15583 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -2456042.500000 Penalty: 5114.726074
	Iteration 4Q: 3 clusters Score -2456042 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -2456330.750000 Penalty: 5114.726074
	Iteration 5Q: 3 clusters Score -2456331 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16146 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -2456607.500000 Penalty: 5114.726074
	Iteration 6Q: 3 clusters Score -2456608 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -2456904.750000 Penalty: 5114.726074
	Iteration 7Q: 3 clusters Score -2456905 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17228 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -2457248.750000 Penalty: 5114.726074
	Iteration 8Q: 3 clusters Score -2457249 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18030 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -2457681.750000 Penalty: 5114.726074
	Iteration 9Q: 3 clusters Score -2457682 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19037 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -2458283.500000 Penalty: 5114.726074
	Iteration 10Q: 3 clusters Score -2458284 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20294 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -2459101.000000 Penalty: 5114.726074
	Iteration 11Q: 3 clusters Score -2459101 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21648 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -2460133.250000 Penalty: 5114.726074
	Iteration 12F: 3 clusters Score -2460133 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23026 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -2461326.250000 Penalty: 5114.726074
	Iteration 13F: 3 clusters Score -2461326 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24283 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -2462467.250000 Penalty: 5114.726074
	Iteration 14Q: 3 clusters Score -2462467 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25308 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -2463318.500000 Penalty: 5114.726074
	Iteration 15Q: 3 clusters Score -2463318 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26062 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -2463929.000000 Penalty: 5114.726074
	Iteration 16Q: 3 clusters Score -2463929 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26660 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -2464357.500000 Penalty: 5114.726074
	Iteration 17Q: 3 clusters Score -2464358 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27121 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -2464651.000000 Penalty: 5114.726074
	Iteration 18Q: 3 clusters Score -2464651 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27467 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -2464864.250000 Penalty: 5114.726074
	Iteration 19Q: 3 clusters Score -2464864 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27760 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -2465029.500000 Penalty: 5114.726074
	Iteration 20F: 3 clusters Score -2465030 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28034 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -2465185.750000 Penalty: 5114.726074
	Iteration 21Q: 3 clusters Score -2465186 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28275 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -2465332.500000 Penalty: 5114.726074
	Iteration 22Q: 3 clusters Score -2465332 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28490 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -2465459.750000 Penalty: 5114.726074
	Iteration 23Q: 3 clusters Score -2465460 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28649 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -2465538.250000 Penalty: 5114.726074
	Iteration 24Q: 3 clusters Score -2465538 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28765 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -2465601.250000 Penalty: 5114.726074
	Iteration 25Q: 3 clusters Score -2465601 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28875 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -2465662.750000 Penalty: 5114.726074
	Iteration 26Q: 3 clusters Score -2465663 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28954 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -2465705.250000 Penalty: 5114.726074
	Iteration 27Q: 3 clusters Score -2465705 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29010 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -2465732.500000 Penalty: 5114.726074
	Iteration 28Q: 3 clusters Score -2465732 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29058 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -2465758.500000 Penalty: 5114.726074
	Iteration 29Q: 3 clusters Score -2465758 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29110 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -2465784.750000 Penalty: 5114.726074
	Iteration 30Q: 3 clusters Score -2465785 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29150 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -2465806.750000 Penalty: 5114.726074
	Iteration 31Q: 3 clusters Score -2465807 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29195 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -2465832.500000 Penalty: 5114.726074
	Iteration 32Q: 3 clusters Score -2465832 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29236 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -2465852.000000 Penalty: 5114.726074
	Iteration 33Q: 3 clusters Score -2465852 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29263 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -2465870.000000 Penalty: 5114.726074
	Iteration 34Q: 3 clusters Score -2465870 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29290 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -2465883.000000 Penalty: 5114.726074
	Iteration 35Q: 3 clusters Score -2465883 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29319 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -2465904.000000 Penalty: 5114.726074
	Iteration 36Q: 3 clusters Score -2465904 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29349 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -2465927.750000 Penalty: 5114.726074
	Iteration 37Q: 3 clusters Score -2465928 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29374 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -2465941.750000 Penalty: 5114.726074
	Iteration 38Q: 3 clusters Score -2465942 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29397 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -2465955.500000 Penalty: 5114.726074
	Iteration 39Q: 3 clusters Score -2465956 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29416 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -2465961.500000 Penalty: 5114.726074
	Iteration 40F: 3 clusters Score -2465962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29423 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -2465960.000000 Penalty: 5114.726074
	Iteration 41Q: 3 clusters Score -2465960 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29432 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -2465969.000000 Penalty: 5114.726074
	Iteration 42Q: 3 clusters Score -2465969 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29439 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -2465974.000000 Penalty: 5114.726074
	Iteration 43Q: 3 clusters Score -2465974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29443 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -2465977.750000 Penalty: 5114.726074
	Iteration 44Q: 3 clusters Score -2465978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29449 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -2465979.750000 Penalty: 5114.726074
	Iteration 45Q: 3 clusters Score -2465980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29453 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -2465981.250000 Penalty: 5114.726074
	Iteration 46Q: 3 clusters Score -2465981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29455 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -2465981.500000 Penalty: 5114.726074
	Iteration 47Q: 3 clusters Score -2465982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29458 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -2465983.000000 Penalty: 5114.726074
	Iteration 48Q: 3 clusters Score -2465983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29461 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -2465986.000000 Penalty: 5114.726074
	Iteration 49Q: 3 clusters Score -2465986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29464 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -2465990.750000 Penalty: 5114.726074
	Iteration 50Q: 3 clusters Score -2465991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29466 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -2465991.750000 Penalty: 5114.726074
	Iteration 51Q: 3 clusters Score -2465992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29467 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -2465991.500000 Penalty: 5114.726074
	Iteration 52Q: 3 clusters Score -2465992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29468 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -2465990.250000 Penalty: 5114.726074
	Iteration 53Q: 3 clusters Score -2465990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29468 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -2465990.250000 Penalty: 5114.726074
	Iteration 54F: 3 clusters Score -2465990 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (19121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Entering Unmasked Estep 
Score: -1335292.250000 Penalty: 2444.918457
	Iteration 0F: 2 clusters Score -1335292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -1321869.000000 Penalty: 4889.836914
	Iteration 0F: 3 clusters Score -1321869 nChanged 8454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -1326702.500000 Penalty: 4889.836914
	Iteration 1F: 3 clusters Score -1326702 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -1327542.625000 Penalty: 4889.836914
	Iteration 2F: 3 clusters Score -1327543 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -1328418.875000 Penalty: 4889.836914
	Iteration 3F: 3 clusters Score -1328419 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -1329296.375000 Penalty: 4889.836914
	Iteration 4F: 3 clusters Score -1329296 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -1330000.500000 Penalty: 4889.836914
	Iteration 5F: 3 clusters Score -1330000 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -1330592.875000 Penalty: 4889.836914
	Iteration 6F: 3 clusters Score -1330593 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -1331101.875000 Penalty: 4889.836914
	Iteration 7Q: 3 clusters Score -1331102 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -1331541.125000 Penalty: 4889.836914
	Iteration 8Q: 3 clusters Score -1331541 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -1331884.250000 Penalty: 4889.836914
	Iteration 9Q: 3 clusters Score -1331884 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -1332124.000000 Penalty: 4889.836914
	Iteration 10Q: 3 clusters Score -1332124 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -1332307.375000 Penalty: 4889.836914
	Iteration 11Q: 3 clusters Score -1332307 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -1332448.125000 Penalty: 4889.836914
	Iteration 12Q: 3 clusters Score -1332448 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -1332552.750000 Penalty: 4889.836914
	Iteration 13Q: 3 clusters Score -1332553 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -1332642.000000 Penalty: 4889.836914
	Iteration 14Q: 3 clusters Score -1332642 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -1332700.750000 Penalty: 4889.836914
	Iteration 15Q: 3 clusters Score -1332701 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -1332740.375000 Penalty: 4889.836914
	Iteration 16Q: 3 clusters Score -1332740 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -1332764.000000 Penalty: 4889.836914
	Iteration 17Q: 3 clusters Score -1332764 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -1332774.125000 Penalty: 4889.836914
	Iteration 18Q: 3 clusters Score -1332774 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -1332785.000000 Penalty: 4889.836914
	Iteration 19Q: 3 clusters Score -1332785 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -1332797.750000 Penalty: 4889.836914
	Iteration 20F: 3 clusters Score -1332798 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -1332803.625000 Penalty: 4889.836914
	Iteration 21Q: 3 clusters Score -1332804 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -1332814.250000 Penalty: 4889.836914
	Iteration 22Q: 3 clusters Score -1332814 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -1332817.625000 Penalty: 4889.836914
	Iteration 23Q: 3 clusters Score -1332818 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -1332825.500000 Penalty: 4889.836914
	Iteration 24Q: 3 clusters Score -1332826 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -1332827.875000 Penalty: 4889.836914
	Iteration 25Q: 3 clusters Score -1332828 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -1332834.625000 Penalty: 4889.836914
	Iteration 26Q: 3 clusters Score -1332835 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -1332840.500000 Penalty: 4889.836914
	Iteration 27Q: 3 clusters Score -1332840 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -1332842.375000 Penalty: 4889.836914
	Iteration 28Q: 3 clusters Score -1332842 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -1332862.000000 Penalty: 4889.836914
	Iteration 29Q: 3 clusters Score -1332862 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -1332890.750000 Penalty: 4889.836914
	Iteration 30Q: 3 clusters Score -1332891 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -1332912.375000 Penalty: 4889.836914
	Iteration 31Q: 3 clusters Score -1332912 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -1332941.500000 Penalty: 4889.836914
	Iteration 32Q: 3 clusters Score -1332942 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -1332969.125000 Penalty: 4889.836914
	Iteration 33Q: 3 clusters Score -1332969 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -1332990.000000 Penalty: 4889.836914
	Iteration 34Q: 3 clusters Score -1332990 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -1333015.125000 Penalty: 4889.836914
	Iteration 35Q: 3 clusters Score -1333015 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -1333051.375000 Penalty: 4889.836914
	Iteration 36Q: 3 clusters Score -1333051 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -1333090.250000 Penalty: 4889.836914
	Iteration 37Q: 3 clusters Score -1333090 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -1333124.500000 Penalty: 4889.836914
	Iteration 38Q: 3 clusters Score -1333124 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -1333142.125000 Penalty: 4889.836914
	Iteration 39Q: 3 clusters Score -1333142 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -1333166.125000 Penalty: 4889.836914
	Iteration 40F: 3 clusters Score -1333166 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -1333171.000000 Penalty: 4889.836914
	Iteration 41Q: 3 clusters Score -1333171 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -1333188.875000 Penalty: 4889.836914
	Iteration 42Q: 3 clusters Score -1333189 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -1333202.375000 Penalty: 4889.836914
	Iteration 43Q: 3 clusters Score -1333202 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -1333209.500000 Penalty: 4889.836914
	Iteration 44Q: 3 clusters Score -1333210 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -1333220.250000 Penalty: 4889.836914
	Iteration 45Q: 3 clusters Score -1333220 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -1333220.625000 Penalty: 4889.836914
	Iteration 46Q: 3 clusters Score -1333221 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -1333229.375000 Penalty: 4889.836914
	Iteration 47Q: 3 clusters Score -1333229 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -1333234.500000 Penalty: 4889.836914
	Iteration 48Q: 3 clusters Score -1333234 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -1333238.000000 Penalty: 4889.836914
	Iteration 49Q: 3 clusters Score -1333238 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -1333238.500000 Penalty: 4889.836914
	Iteration 50Q: 3 clusters Score -1333238 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -1333245.750000 Penalty: 4889.836914
	Iteration 51Q: 3 clusters Score -1333246 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -1333242.750000 Penalty: 4889.836914
	Iteration 52Q: 3 clusters Score -1333243 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -1333248.625000 Penalty: 4889.836914
	Iteration 53Q: 3 clusters Score -1333249 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -1333254.000000 Penalty: 4889.836914
	Iteration 54Q: 3 clusters Score -1333254 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -1333253.750000 Penalty: 4889.836914
	Iteration 55Q: 3 clusters Score -1333254 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -1333259.375000 Penalty: 4889.836914
	Iteration 56Q: 3 clusters Score -1333259 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -1333257.625000 Penalty: 4889.836914
	Iteration 57Q: 3 clusters Score -1333258 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -1333263.500000 Penalty: 4889.836914
	Iteration 58Q: 3 clusters Score -1333264 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -1333266.250000 Penalty: 4889.836914
	Iteration 59Q: 3 clusters Score -1333266 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -1333269.875000 Penalty: 4889.836914
	Iteration 60F: 3 clusters Score -1333270 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -1333268.625000 Penalty: 4889.836914
	Iteration 61Q: 3 clusters Score -1333269 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -1333270.250000 Penalty: 4889.836914
	Iteration 62Q: 3 clusters Score -1333270 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -1333270.875000 Penalty: 4889.836914
	Iteration 63Q: 3 clusters Score -1333271 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -1333271.875000 Penalty: 4889.836914
	Iteration 64Q: 3 clusters Score -1333272 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1333281.750000 Penalty: 4889.836914
	Iteration 65Q: 3 clusters Score -1333282 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -1333281.000000 Penalty: 4889.836914
	Iteration 66Q: 3 clusters Score -1333281 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1333283.000000 Penalty: 4889.836914
	Iteration 67Q: 3 clusters Score -1333283 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -1333285.625000 Penalty: 4889.836914
	Iteration 68Q: 3 clusters Score -1333286 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1333290.875000 Penalty: 4889.836914
	Iteration 69Q: 3 clusters Score -1333291 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -1333296.000000 Penalty: 4889.836914
	Iteration 70Q: 3 clusters Score -1333296 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -1333295.500000 Penalty: 4889.836914
	Iteration 71Q: 3 clusters Score -1333296 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -1333297.125000 Penalty: 4889.836914
	Iteration 72Q: 3 clusters Score -1333297 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -1333300.750000 Penalty: 4889.836914
	Iteration 73Q: 3 clusters Score -1333301 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -1333309.375000 Penalty: 4889.836914
	Iteration 74Q: 3 clusters Score -1333309 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -1333309.625000 Penalty: 4889.836914
	Iteration 75Q: 3 clusters Score -1333310 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -1333309.625000 Penalty: 4889.836914
	Iteration 76Q: 3 clusters Score -1333310 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -1333314.000000 Penalty: 4889.836914
	Iteration 77Q: 3 clusters Score -1333314 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -1333323.000000 Penalty: 4889.836914
	Iteration 78Q: 3 clusters Score -1333323 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -1333319.500000 Penalty: 4889.836914
	Iteration 79Q: 3 clusters Score -1333320 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -1333323.625000 Penalty: 4889.836914
	Iteration 80F: 3 clusters Score -1333324 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -1333322.250000 Penalty: 4889.836914
	Iteration 81Q: 3 clusters Score -1333322 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -1333328.625000 Penalty: 4889.836914
	Iteration 82Q: 3 clusters Score -1333329 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -1333333.875000 Penalty: 4889.836914
	Iteration 83Q: 3 clusters Score -1333334 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1333340.125000 Penalty: 4889.836914
	Iteration 84Q: 3 clusters Score -1333340 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1333358.875000 Penalty: 4889.836914
	Iteration 85Q: 3 clusters Score -1333359 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -1333377.875000 Penalty: 4889.836914
	Iteration 86Q: 3 clusters Score -1333378 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -1333390.000000 Penalty: 4889.836914
	Iteration 87Q: 3 clusters Score -1333390 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -1333409.250000 Penalty: 4889.836914
	Iteration 88Q: 3 clusters Score -1333409 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -1333440.750000 Penalty: 4889.836914
	Iteration 89Q: 3 clusters Score -1333441 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -1333475.875000 Penalty: 4889.836914
	Iteration 90Q: 3 clusters Score -1333476 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -1333532.375000 Penalty: 4889.836914
	Iteration 91Q: 3 clusters Score -1333532 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1333583 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -1333658.750000 Penalty: 4889.836914
	Iteration 93Q: 3 clusters Score -1333659 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1333766 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1333863 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1333968.250000 Penalty: 4889.836914
	Iteration 96Q: 3 clusters Score -1333968 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -1334086.500000 Penalty: 4889.836914
	Iteration 97Q: 3 clusters Score -1334086 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1334179.625000 Penalty: 4889.836914
	Iteration 98Q: 3 clusters Score -1334180 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1334274.750000 Penalty: 4889.836914
	Iteration 99Q: 3 clusters Score -1334275 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1334378.750000 Penalty: 4889.836914
	Iteration 100F: 3 clusters Score -1334379 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -1334473.000000 Penalty: 4889.836914
	Iteration 101Q: 3 clusters Score -1334473 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1334549.875000 Penalty: 4889.836914
	Iteration 102Q: 3 clusters Score -1334550 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1334614.500000 Penalty: 4889.836914
	Iteration 103Q: 3 clusters Score -1334614 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1334666.875000 Penalty: 4889.836914
	Iteration 104Q: 3 clusters Score -1334667 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1334707.000000 Penalty: 4889.836914
	Iteration 105Q: 3 clusters Score -1334707 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1334734.750000 Penalty: 4889.836914
	Iteration 106Q: 3 clusters Score -1334735 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1334762.500000 Penalty: 4889.836914
	Iteration 107Q: 3 clusters Score -1334762 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1334787.375000 Penalty: 4889.836914
	Iteration 108Q: 3 clusters Score -1334787 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1334803.875000 Penalty: 4889.836914
	Iteration 109Q: 3 clusters Score -1334804 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1334821.000000 Penalty: 4889.836914
	Iteration 110Q: 3 clusters Score -1334821 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1334841.375000 Penalty: 4889.836914
	Iteration 111Q: 3 clusters Score -1334841 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1334848.875000 Penalty: 4889.836914
	Iteration 112Q: 3 clusters Score -1334849 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1334867.125000 Penalty: 4889.836914
	Iteration 113Q: 3 clusters Score -1334867 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1334874.125000 Penalty: 4889.836914
	Iteration 114Q: 3 clusters Score -1334874 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1334879.750000 Penalty: 4889.836914
	Iteration 115Q: 3 clusters Score -1334880 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13899 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1334880.625000 Penalty: 4889.836914
	Iteration 116Q: 3 clusters Score -1334881 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1334888.125000 Penalty: 4889.836914
	Iteration 117Q: 3 clusters Score -1334888 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1334891.250000 Penalty: 4889.836914
	Iteration 118Q: 3 clusters Score -1334891 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1334890.750000 Penalty: 4889.836914
	Iteration 119Q: 3 clusters Score -1334891 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1334888.375000 Penalty: 4889.836914
	Iteration 120F: 3 clusters Score -1334888 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1334896.000000 Penalty: 4889.836914
	Iteration 121Q: 3 clusters Score -1334896 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1334896.500000 Penalty: 4889.836914
	Iteration 122Q: 3 clusters Score -1334896 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1334901.125000 Penalty: 4889.836914
	Iteration 123Q: 3 clusters Score -1334901 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1334909.750000 Penalty: 4889.836914
	Iteration 124Q: 3 clusters Score -1334910 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1334910.750000 Penalty: 4889.836914
	Iteration 125Q: 3 clusters Score -1334911 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1334916.125000 Penalty: 4889.836914
	Iteration 126Q: 3 clusters Score -1334916 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1334922.250000 Penalty: 4889.836914
	Iteration 127Q: 3 clusters Score -1334922 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1334925.000000 Penalty: 4889.836914
	Iteration 128Q: 3 clusters Score -1334925 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1334923.750000 Penalty: 4889.836914
	Iteration 129Q: 3 clusters Score -1334924 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1334928.875000 Penalty: 4889.836914
	Iteration 130Q: 3 clusters Score -1334929 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1334930.375000 Penalty: 4889.836914
	Iteration 131Q: 3 clusters Score -1334930 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1334930.625000 Penalty: 4889.836914
	Iteration 132Q: 3 clusters Score -1334931 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1334936.375000 Penalty: 4889.836914
	Iteration 133Q: 3 clusters Score -1334936 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1334932.500000 Penalty: 4889.836914
	Iteration 134Q: 3 clusters Score -1334932 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1334937.750000 Penalty: 4889.836914
	Iteration 135Q: 3 clusters Score -1334938 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1334936.625000 Penalty: 4889.836914
	Iteration 136Q: 3 clusters Score -1334937 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1334938.625000 Penalty: 4889.836914
	Iteration 137Q: 3 clusters Score -1334939 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1334939.500000 Penalty: 4889.836914
	Iteration 138Q: 3 clusters Score -1334940 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1334941.750000 Penalty: 4889.836914
	Iteration 139Q: 3 clusters Score -1334942 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1334940.875000 Penalty: 4889.836914
	Iteration 140F: 3 clusters Score -1334941 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1334944.250000 Penalty: 4889.836914
	Iteration 141Q: 3 clusters Score -1334944 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1334946.000000 Penalty: 4889.836914
	Iteration 142Q: 3 clusters Score -1334946 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1334949.625000 Penalty: 4889.836914
	Iteration 143Q: 3 clusters Score -1334950 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1334954.875000 Penalty: 4889.836914
	Iteration 144Q: 3 clusters Score -1334955 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1334958.000000 Penalty: 4889.836914
	Iteration 145Q: 3 clusters Score -1334958 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1334955.500000 Penalty: 4889.836914
	Iteration 146Q: 3 clusters Score -1334956 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1334958.375000 Penalty: 4889.836914
	Iteration 147Q: 3 clusters Score -1334958 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1334961.125000 Penalty: 4889.836914
	Iteration 148Q: 3 clusters Score -1334961 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1334962.375000 Penalty: 4889.836914
	Iteration 149Q: 3 clusters Score -1334962 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1334963.625000 Penalty: 4889.836914
	Iteration 150Q: 3 clusters Score -1334964 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1334962.375000 Penalty: 4889.836914
	Iteration 151Q: 3 clusters Score -1334962 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1334965.875000 Penalty: 4889.836914
	Iteration 152Q: 3 clusters Score -1334966 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1334963.625000 Penalty: 4889.836914
	Iteration 153Q: 3 clusters Score -1334964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1334962.125000 Penalty: 4889.836914
	Iteration 154Q: 3 clusters Score -1334962 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1334966.875000 Penalty: 4889.836914
	Iteration 155Q: 3 clusters Score -1334967 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1334971.750000 Penalty: 4889.836914
	Iteration 156Q: 3 clusters Score -1334972 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1334970.375000 Penalty: 4889.836914
	Iteration 157Q: 3 clusters Score -1334970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1334971.625000 Penalty: 4889.836914
	Iteration 158Q: 3 clusters Score -1334972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1334973.625000 Penalty: 4889.836914
	Iteration 159Q: 3 clusters Score -1334974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1334973.625000 Penalty: 4889.836914
	Iteration 160F: 3 clusters Score -1334974 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Entering Unmasked Estep 
Score: -512311.000000 Penalty: 2178.168213
	Iteration 0F: 2 clusters Score -512311 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -506862.031250 Penalty: 4356.336426
	Iteration 0F: 3 clusters Score -506862 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -508284.375000 Penalty: 4356.336426
	Iteration 1F: 3 clusters Score -508284.4 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -508543.843750 Penalty: 4356.336426
	Iteration 2F: 3 clusters Score -508543.8 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -508715.500000 Penalty: 4356.336426
	Iteration 3F: 3 clusters Score -508715.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -508829.281250 Penalty: 4356.336426
	Iteration 4Q: 3 clusters Score -508829.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -508931.375000 Penalty: 4356.336426
	Iteration 5Q: 3 clusters Score -508931.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -509022.343750 Penalty: 4356.336426
	Iteration 6Q: 3 clusters Score -509022.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -509099.125000 Penalty: 4356.336426
	Iteration 7Q: 3 clusters Score -509099.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -509166.343750 Penalty: 4356.336426
	Iteration 8Q: 3 clusters Score -509166.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -509232.750000 Penalty: 4356.336426
	Iteration 9Q: 3 clusters Score -509232.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -509299.781250 Penalty: 4356.336426
	Iteration 10Q: 3 clusters Score -509299.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -509360.125000 Penalty: 4356.336426
	Iteration 11Q: 3 clusters Score -509360.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -509418.125000 Penalty: 4356.336426
	Iteration 12Q: 3 clusters Score -509418.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -509463.500000 Penalty: 4356.336426
	Iteration 13Q: 3 clusters Score -509463.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -509509.406250 Penalty: 4356.336426
	Iteration 14Q: 3 clusters Score -509509.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -509550.750000 Penalty: 4356.336426
	Iteration 15Q: 3 clusters Score -509550.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -509594.906250 Penalty: 4356.336426
	Iteration 16Q: 3 clusters Score -509594.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -509634.093750 Penalty: 4356.336426
	Iteration 17Q: 3 clusters Score -509634.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -509683.031250 Penalty: 4356.336426
	Iteration 18Q: 3 clusters Score -509683 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -509729.281250 Penalty: 4356.336426
	Iteration 19Q: 3 clusters Score -509729.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -509793.375000 Penalty: 4356.336426
	Iteration 20F: 3 clusters Score -509793.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -509851.500000 Penalty: 4356.336426
	Iteration 21Q: 3 clusters Score -509851.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -509920.156250 Penalty: 4356.336426
	Iteration 22Q: 3 clusters Score -509920.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -509983.843750 Penalty: 4356.336426
	Iteration 23Q: 3 clusters Score -509983.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -510080.343750 Penalty: 4356.336426
	Iteration 24Q: 3 clusters Score -510080.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -510173.156250 Penalty: 4356.336426
	Iteration 25Q: 3 clusters Score -510173.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -510299.062500 Penalty: 4356.336426
	Iteration 26Q: 3 clusters Score -510299.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -510430.937500 Penalty: 4356.336426
	Iteration 27Q: 3 clusters Score -510430.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -510544.031250 Penalty: 4356.336426
	Iteration 28Q: 3 clusters Score -510544 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -510606.156250 Penalty: 4356.336426
	Iteration 29Q: 3 clusters Score -510606.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -510638.937500 Penalty: 4356.336426
	Iteration 30Q: 3 clusters Score -510638.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -510660.250000 Penalty: 4356.336426
	Iteration 31Q: 3 clusters Score -510660.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -510678.375000 Penalty: 4356.336426
	Iteration 32Q: 3 clusters Score -510678.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -510696.218750 Penalty: 4356.336426
	Iteration 33Q: 3 clusters Score -510696.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -510710.312500 Penalty: 4356.336426
	Iteration 34Q: 3 clusters Score -510710.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -510718.281250 Penalty: 4356.336426
	Iteration 35Q: 3 clusters Score -510718.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -510726.500000 Penalty: 4356.336426
	Iteration 36Q: 3 clusters Score -510726.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -510734.531250 Penalty: 4356.336426
	Iteration 37Q: 3 clusters Score -510734.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -510740.187500 Penalty: 4356.336426
	Iteration 38Q: 3 clusters Score -510740.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -510746.250000 Penalty: 4356.336426
	Iteration 39Q: 3 clusters Score -510746.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -510748.718750 Penalty: 4356.336426
	Iteration 40F: 3 clusters Score -510748.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -510751.937500 Penalty: 4356.336426
	Iteration 41Q: 3 clusters Score -510751.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -510756.281250 Penalty: 4356.336426
	Iteration 42Q: 3 clusters Score -510756.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -510759.968750 Penalty: 4356.336426
	Iteration 43Q: 3 clusters Score -510760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -510760.906250 Penalty: 4356.336426
	Iteration 44Q: 3 clusters Score -510760.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -510762.062500 Penalty: 4356.336426
	Iteration 45Q: 3 clusters Score -510762.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -510761.343750 Penalty: 4356.336426
	Iteration 46Q: 3 clusters Score -510761.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -510762.593750 Penalty: 4356.336426
	Iteration 47Q: 3 clusters Score -510762.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -510762.250000 Penalty: 4356.336426
	Iteration 48Q: 3 clusters Score -510762.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -510763.656250 Penalty: 4356.336426
	Iteration 49Q: 3 clusters Score -510763.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -510763.781250 Penalty: 4356.336426
	Iteration 50Q: 3 clusters Score -510763.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -510763.843750 Penalty: 4356.336426
	Iteration 51Q: 3 clusters Score -510763.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -510763.843750 Penalty: 4356.336426
	Iteration 52F: 3 clusters Score -510763.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (55950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55950 members 
Entering Unmasked Estep 
Score: -4377963.000000 Penalty: 2711.188965
	Iteration 0F: 2 clusters Score -4377963 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27782 members 
Mstep: Class 2 contains 28168 members 
Entering Unmasked Estep 
Score: -4340482.000000 Penalty: 5422.377930
	Iteration 0F: 3 clusters Score -4340482 nChanged 25852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26456 members 
Mstep: Class 2 contains 29494 members 
Entering Unmasked Estep 
Score: -4354787.500000 Penalty: 5422.377930
	Iteration 1F: 3 clusters Score -4354788 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25587 members 
Mstep: Class 2 contains 30363 members 
Entering Unmasked Estep 
Score: -4355394.500000 Penalty: 5422.377930
	Iteration 2Q: 3 clusters Score -4355394 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24364 members 
Mstep: Class 2 contains 31586 members 
Entering Unmasked Estep 
Score: -4356024.000000 Penalty: 5422.377930
	Iteration 3Q: 3 clusters Score -4356024 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22612 members 
Mstep: Class 2 contains 33338 members 
Entering Unmasked Estep 
Score: -4356842.000000 Penalty: 5422.377930
	Iteration 4Q: 3 clusters Score -4356842 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20149 members 
Mstep: Class 2 contains 35801 members 
Entering Unmasked Estep 
Score: -4358171.000000 Penalty: 5422.377930
	Iteration 5Q: 3 clusters Score -4358171 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16623 members 
Mstep: Class 2 contains 39327 members 
Entering Unmasked Estep 
Score: -4360404.000000 Penalty: 5422.377930
	Iteration 6F: 3 clusters Score -4360404 nChanged 4514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 43787 members 
Entering Unmasked Estep 
Score: -4364032.000000 Penalty: 5422.377930
	Iteration 7F: 3 clusters Score -4364032 nChanged 4760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 48529 members 
Entering Unmasked Estep 
Score: -4368528.500000 Penalty: 5422.377930
	Iteration 8F: 3 clusters Score -4368528 nChanged 3847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 52364 members 
Entering Unmasked Estep 
Score: -4372402.500000 Penalty: 5422.377930
	Iteration 9F: 3 clusters Score -4372402 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 54480 members 
Entering Unmasked Estep 
Score: -4374470.000000 Penalty: 5422.377930
	Iteration 10Q: 3 clusters Score -4374470 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 55276 members 
Entering Unmasked Estep 
Score: -4375183.000000 Penalty: 5422.377930
	Iteration 11Q: 3 clusters Score -4375183 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 55503 members 
Entering Unmasked Estep 
Score: -4375407.500000 Penalty: 5422.377930
	Iteration 12Q: 3 clusters Score -4375408 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 55568 members 
Entering Unmasked Estep 
Score: -4375513.500000 Penalty: 5422.377930
	Iteration 13Q: 3 clusters Score -4375514 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 55596 members 
Entering Unmasked Estep 
Score: -4375564.000000 Penalty: 5422.377930
	Iteration 14Q: 3 clusters Score -4375564 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 55609 members 
Entering Unmasked Estep 
Score: -4375601.500000 Penalty: 5422.377930
	Iteration 15Q: 3 clusters Score -4375602 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 55623 members 
Entering Unmasked Estep 
Score: -4375624.000000 Penalty: 5422.377930
	Iteration 16Q: 3 clusters Score -4375624 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 55634 members 
Entering Unmasked Estep 
Score: -4375642.500000 Penalty: 5422.377930
	Iteration 17Q: 3 clusters Score -4375642 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 55643 members 
Entering Unmasked Estep 
Score: -4375652.000000 Penalty: 5422.377930
	Iteration 18Q: 3 clusters Score -4375652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 55647 members 
Entering Unmasked Estep 
Score: -4375662.000000 Penalty: 5422.377930
	Iteration 19Q: 3 clusters Score -4375662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 55646 members 
Entering Unmasked Estep 
Score: -4375666.500000 Penalty: 5422.377930
	Iteration 20F: 3 clusters Score -4375666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (69655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69655 members 
Entering Unmasked Estep 
Score: -5628011.000000 Penalty: 2765.524902
	Iteration 0F: 2 clusters Score -5628011 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34876 members 
Mstep: Class 2 contains 34779 members 
Entering Unmasked Estep 
Score: -5581338.000000 Penalty: 5531.049805
	Iteration 0F: 3 clusters Score -5581338 nChanged 32470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34720 members 
Mstep: Class 2 contains 34935 members 
Entering Unmasked Estep 
Score: -5599562.000000 Penalty: 5531.049805
	Iteration 1F: 3 clusters Score -5599562 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34662 members 
Mstep: Class 2 contains 34993 members 
Entering Unmasked Estep 
Score: -5600076.500000 Penalty: 5531.049805
	Iteration 2Q: 3 clusters Score -5600076 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34533 members 
Mstep: Class 2 contains 35122 members 
Entering Unmasked Estep 
Score: -5600576.000000 Penalty: 5531.049805
	Iteration 3Q: 3 clusters Score -5600576 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34240 members 
Mstep: Class 2 contains 35415 members 
Entering Unmasked Estep 
Score: -5601170.500000 Penalty: 5531.049805
	Iteration 4Q: 3 clusters Score -5601170 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33781 members 
Mstep: Class 2 contains 35874 members 
Entering Unmasked Estep 
Score: -5601906.000000 Penalty: 5531.049805
	Iteration 5Q: 3 clusters Score -5601906 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32989 members 
Mstep: Class 2 contains 36666 members 
Entering Unmasked Estep 
Score: -5602984.500000 Penalty: 5531.049805
	Iteration 6Q: 3 clusters Score -5602984 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31674 members 
Mstep: Class 2 contains 37981 members 
Entering Unmasked Estep 
Score: -5604804.000000 Penalty: 5531.049805
	Iteration 7Q: 3 clusters Score -5604804 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29728 members 
Mstep: Class 2 contains 39927 members 
Entering Unmasked Estep 
Score: -5607472.500000 Penalty: 5531.049805
	Iteration 8F: 3 clusters Score -5607472 nChanged 4881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27285 members 
Mstep: Class 2 contains 42370 members 
Entering Unmasked Estep 
Score: -5610746.500000 Penalty: 5531.049805
	Iteration 9F: 3 clusters Score -5610746 nChanged 4910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24645 members 
Mstep: Class 2 contains 45010 members 
Entering Unmasked Estep 
Score: -5613941.000000 Penalty: 5531.049805
	Iteration 10F: 3 clusters Score -5613941 nChanged 4389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22026 members 
Mstep: Class 2 contains 47629 members 
Entering Unmasked Estep 
Score: -5616554.500000 Penalty: 5531.049805
	Iteration 11F: 3 clusters Score -5616554 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19653 members 
Mstep: Class 2 contains 50002 members 
Entering Unmasked Estep 
Score: -5618387.500000 Penalty: 5531.049805
	Iteration 12F: 3 clusters Score -5618388 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17547 members 
Mstep: Class 2 contains 52108 members 
Entering Unmasked Estep 
Score: -5619642.000000 Penalty: 5531.049805
	Iteration 13Q: 3 clusters Score -5619642 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15628 members 
Mstep: Class 2 contains 54027 members 
Entering Unmasked Estep 
Score: -5620525.000000 Penalty: 5531.049805
	Iteration 14Q: 3 clusters Score -5620525 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 55850 members 
Entering Unmasked Estep 
Score: -5621331.500000 Penalty: 5531.049805
	Iteration 15Q: 3 clusters Score -5621332 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 57590 members 
Entering Unmasked Estep 
Score: -5622073.000000 Penalty: 5531.049805
	Iteration 16Q: 3 clusters Score -5622073 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 59231 members 
Entering Unmasked Estep 
Score: -5622774.000000 Penalty: 5531.049805
	Iteration 17Q: 3 clusters Score -5622774 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 60681 members 
Entering Unmasked Estep 
Score: -5623363.000000 Penalty: 5531.049805
	Iteration 18Q: 3 clusters Score -5623363 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 62002 members 
Entering Unmasked Estep 
Score: -5623963.500000 Penalty: 5531.049805
	Iteration 19Q: 3 clusters Score -5623964 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 63181 members 
Entering Unmasked Estep 
Score: -5624432.500000 Penalty: 5531.049805
	Iteration 20F: 3 clusters Score -5624432 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 64190 members 
Entering Unmasked Estep 
Score: -5624877.000000 Penalty: 5531.049805
	Iteration 21Q: 3 clusters Score -5624877 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 65021 members 
Entering Unmasked Estep 
Score: -5625190.000000 Penalty: 5531.049805
	Iteration 22Q: 3 clusters Score -5625190 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 65688 members 
Entering Unmasked Estep 
Score: -5625472.000000 Penalty: 5531.049805
	Iteration 23Q: 3 clusters Score -5625472 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 66253 members 
Entering Unmasked Estep 
Score: -5625654.500000 Penalty: 5531.049805
	Iteration 24Q: 3 clusters Score -5625654 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 66671 members 
Entering Unmasked Estep 
Score: -5625806.000000 Penalty: 5531.049805
	Iteration 25Q: 3 clusters Score -5625806 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 66986 members 
Entering Unmasked Estep 
Score: -5625877.000000 Penalty: 5531.049805
	Iteration 26Q: 3 clusters Score -5625877 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 67208 members 
Entering Unmasked Estep 
Score: -5625923.500000 Penalty: 5531.049805
	Iteration 27Q: 3 clusters Score -5625924 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 67393 members 
Entering Unmasked Estep 
Score: -5625997.000000 Penalty: 5531.049805
	Iteration 28Q: 3 clusters Score -5625997 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 67549 members 
Entering Unmasked Estep 
Score: -5626073.000000 Penalty: 5531.049805
	Iteration 29Q: 3 clusters Score -5626073 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 67678 members 
Entering Unmasked Estep 
Score: -5626105.000000 Penalty: 5531.049805
	Iteration 30Q: 3 clusters Score -5626105 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 67785 members 
Entering Unmasked Estep 
Score: -5626140.500000 Penalty: 5531.049805
	Iteration 31Q: 3 clusters Score -5626140 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 67859 members 
Entering Unmasked Estep 
Score: -5626158.500000 Penalty: 5531.049805
	Iteration 32Q: 3 clusters Score -5626158 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 67912 members 
Entering Unmasked Estep 
Score: -5626166.500000 Penalty: 5531.049805
	Iteration 33Q: 3 clusters Score -5626166 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 67942 members 
Entering Unmasked Estep 
Score: -5626177.000000 Penalty: 5531.049805
	Iteration 34Q: 3 clusters Score -5626177 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 67968 members 
Entering Unmasked Estep 
Score: -5626188.500000 Penalty: 5531.049805
	Iteration 35Q: 3 clusters Score -5626188 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 67984 members 
Entering Unmasked Estep 
Score: -5626195.500000 Penalty: 5531.049805
	Iteration 36Q: 3 clusters Score -5626196 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 68000 members 
Entering Unmasked Estep 
Score: -5626202.500000 Penalty: 5531.049805
	Iteration 37Q: 3 clusters Score -5626202 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 68012 members 
Entering Unmasked Estep 
Score: -5626212.000000 Penalty: 5531.049805
	Iteration 38Q: 3 clusters Score -5626212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 68016 members 
Entering Unmasked Estep 
Score: -5626207.000000 Penalty: 5531.049805
	Iteration 39Q: 3 clusters Score -5626207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 68018 members 
Entering Unmasked Estep 
Score: -5626210.000000 Penalty: 5531.049805
	Iteration 40F: 3 clusters Score -5626210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 68020 members 
Entering Unmasked Estep 
Score: -5626207.000000 Penalty: 5531.049805
	Iteration 41Q: 3 clusters Score -5626207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 68020 members 
Entering Unmasked Estep 
Score: -5626206.500000 Penalty: 5531.049805
	Iteration 42Q: 3 clusters Score -5626206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 68020 members 
Entering Unmasked Estep 
Score: -5626206.500000 Penalty: 5531.049805
	Iteration 43F: 3 clusters Score -5626206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Entering Unmasked Estep 
Score: -465681.343750 Penalty: 2155.404297
	Iteration 0F: 2 clusters Score -465681.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -460605.875000 Penalty: 4310.808594
	Iteration 0F: 3 clusters Score -460605.9 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -461914.687500 Penalty: 4310.808594
	Iteration 1F: 3 clusters Score -461914.7 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -462268.468750 Penalty: 4310.808594
	Iteration 2F: 3 clusters Score -462268.5 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -462524.406250 Penalty: 4310.808594
	Iteration 3F: 3 clusters Score -462524.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -462732.031250 Penalty: 4310.808594
	Iteration 4F: 3 clusters Score -462732 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -462908.687500 Penalty: 4310.808594
	Iteration 5Q: 3 clusters Score -462908.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -463075.781250 Penalty: 4310.808594
	Iteration 6Q: 3 clusters Score -463075.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -463234.718750 Penalty: 4310.808594
	Iteration 7Q: 3 clusters Score -463234.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -463355.593750 Penalty: 4310.808594
	Iteration 8Q: 3 clusters Score -463355.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -463451.781250 Penalty: 4310.808594
	Iteration 9Q: 3 clusters Score -463451.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -463527.000000 Penalty: 4310.808594
	Iteration 10Q: 3 clusters Score -463527 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -463593.750000 Penalty: 4310.808594
	Iteration 11Q: 3 clusters Score -463593.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -463648.781250 Penalty: 4310.808594
	Iteration 12Q: 3 clusters Score -463648.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -463699.000000 Penalty: 4310.808594
	Iteration 13Q: 3 clusters Score -463699 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -463740.687500 Penalty: 4310.808594
	Iteration 14Q: 3 clusters Score -463740.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -463771.750000 Penalty: 4310.808594
	Iteration 15Q: 3 clusters Score -463771.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -463797.343750 Penalty: 4310.808594
	Iteration 16Q: 3 clusters Score -463797.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -463815.343750 Penalty: 4310.808594
	Iteration 17Q: 3 clusters Score -463815.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -463830.687500 Penalty: 4310.808594
	Iteration 18Q: 3 clusters Score -463830.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -463844.406250 Penalty: 4310.808594
	Iteration 19Q: 3 clusters Score -463844.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -463852.625000 Penalty: 4310.808594
	Iteration 20F: 3 clusters Score -463852.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -463860.937500 Penalty: 4310.808594
	Iteration 21Q: 3 clusters Score -463860.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -463870.781250 Penalty: 4310.808594
	Iteration 22Q: 3 clusters Score -463870.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -463879.875000 Penalty: 4310.808594
	Iteration 23Q: 3 clusters Score -463879.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -463884.562500 Penalty: 4310.808594
	Iteration 24Q: 3 clusters Score -463884.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -463889.437500 Penalty: 4310.808594
	Iteration 25Q: 3 clusters Score -463889.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -463894.093750 Penalty: 4310.808594
	Iteration 26Q: 3 clusters Score -463894.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -463894.656250 Penalty: 4310.808594
	Iteration 27Q: 3 clusters Score -463894.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -463896.625000 Penalty: 4310.808594
	Iteration 28Q: 3 clusters Score -463896.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -463899.750000 Penalty: 4310.808594
	Iteration 29Q: 3 clusters Score -463899.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -463901.937500 Penalty: 4310.808594
	Iteration 30Q: 3 clusters Score -463901.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -463903.406250 Penalty: 4310.808594
	Iteration 31Q: 3 clusters Score -463903.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -463904.750000 Penalty: 4310.808594
	Iteration 32Q: 3 clusters Score -463904.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -463905.375000 Penalty: 4310.808594
	Iteration 33Q: 3 clusters Score -463905.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -463906.187500 Penalty: 4310.808594
	Iteration 34Q: 3 clusters Score -463906.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -463906.187500 Penalty: 4310.808594
	Iteration 35F: 3 clusters Score -463906.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Entering Unmasked Estep 
Score: -678646.625000 Penalty: 2254.118896
	Iteration 0F: 2 clusters Score -678646.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -671775.125000 Penalty: 4508.237793
	Iteration 0F: 3 clusters Score -671775.1 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -673648.000000 Penalty: 4508.237793
	Iteration 1F: 3 clusters Score -673648 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -673916.687500 Penalty: 4508.237793
	Iteration 2F: 3 clusters Score -673916.7 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -674121.000000 Penalty: 4508.237793
	Iteration 3Q: 3 clusters Score -674121 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -674327.562500 Penalty: 4508.237793
	Iteration 4Q: 3 clusters Score -674327.6 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -674514.687500 Penalty: 4508.237793
	Iteration 5Q: 3 clusters Score -674514.7 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -674740.250000 Penalty: 4508.237793
	Iteration 6Q: 3 clusters Score -674740.2 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -675028.500000 Penalty: 4508.237793
	Iteration 7Q: 3 clusters Score -675028.5 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -675338.375000 Penalty: 4508.237793
	Iteration 8Q: 3 clusters Score -675338.4 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -675698.250000 Penalty: 4508.237793
	Iteration 9F: 3 clusters Score -675698.2 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -676030.312500 Penalty: 4508.237793
	Iteration 10F: 3 clusters Score -676030.3 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -676272.937500 Penalty: 4508.237793
	Iteration 11Q: 3 clusters Score -676272.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -676444.562500 Penalty: 4508.237793
	Iteration 12Q: 3 clusters Score -676444.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -676554.812500 Penalty: 4508.237793
	Iteration 13Q: 3 clusters Score -676554.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -676649.812500 Penalty: 4508.237793
	Iteration 14Q: 3 clusters Score -676649.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -676714.687500 Penalty: 4508.237793
	Iteration 15Q: 3 clusters Score -676714.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -676751.062500 Penalty: 4508.237793
	Iteration 16Q: 3 clusters Score -676751.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -676784.875000 Penalty: 4508.237793
	Iteration 17Q: 3 clusters Score -676784.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -676823.437500 Penalty: 4508.237793
	Iteration 18Q: 3 clusters Score -676823.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -676861.875000 Penalty: 4508.237793
	Iteration 19Q: 3 clusters Score -676861.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -676898.062500 Penalty: 4508.237793
	Iteration 20F: 3 clusters Score -676898.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -676934.375000 Penalty: 4508.237793
	Iteration 21Q: 3 clusters Score -676934.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -676987.937500 Penalty: 4508.237793
	Iteration 22Q: 3 clusters Score -676987.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -677056.500000 Penalty: 4508.237793
	Iteration 23Q: 3 clusters Score -677056.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -677125.937500 Penalty: 4508.237793
	Iteration 24Q: 3 clusters Score -677125.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -677209.562500 Penalty: 4508.237793
	Iteration 25Q: 3 clusters Score -677209.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -677296.250000 Penalty: 4508.237793
	Iteration 26Q: 3 clusters Score -677296.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -677403.812500 Penalty: 4508.237793
	Iteration 27Q: 3 clusters Score -677403.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -677522.062500 Penalty: 4508.237793
	Iteration 28Q: 3 clusters Score -677522.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -677640.437500 Penalty: 4508.237793
	Iteration 29Q: 3 clusters Score -677640.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -677756.750000 Penalty: 4508.237793
	Iteration 30Q: 3 clusters Score -677756.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -677827.125000 Penalty: 4508.237793
	Iteration 31Q: 3 clusters Score -677827.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -677867.875000 Penalty: 4508.237793
	Iteration 32Q: 3 clusters Score -677867.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -677888.812500 Penalty: 4508.237793
	Iteration 33Q: 3 clusters Score -677888.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -677896.312500 Penalty: 4508.237793
	Iteration 34Q: 3 clusters Score -677896.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -677902.562500 Penalty: 4508.237793
	Iteration 35Q: 3 clusters Score -677902.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -677906.125000 Penalty: 4508.237793
	Iteration 36Q: 3 clusters Score -677906.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -677909.062500 Penalty: 4508.237793
	Iteration 37Q: 3 clusters Score -677909.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -677911.437500 Penalty: 4508.237793
	Iteration 38Q: 3 clusters Score -677911.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -677911.062500 Penalty: 4508.237793
	Iteration 39Q: 3 clusters Score -677911.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -677910.750000 Penalty: 4508.237793
	Iteration 40F: 3 clusters Score -677910.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -677912.562500 Penalty: 4508.237793
	Iteration 41Q: 3 clusters Score -677912.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -677911.687500 Penalty: 4508.237793
	Iteration 42Q: 3 clusters Score -677911.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -677912.687500 Penalty: 4508.237793
	Iteration 43Q: 3 clusters Score -677912.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -677914.750000 Penalty: 4508.237793
	Iteration 44Q: 3 clusters Score -677914.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -677915.875000 Penalty: 4508.237793
	Iteration 45Q: 3 clusters Score -677915.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -677915.375000 Penalty: 4508.237793
	Iteration 46Q: 3 clusters Score -677915.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -677914.750000 Penalty: 4508.237793
	Iteration 47Q: 3 clusters Score -677914.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -677917.187500 Penalty: 4508.237793
	Iteration 48Q: 3 clusters Score -677917.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -677915.937500 Penalty: 4508.237793
	Iteration 49Q: 3 clusters Score -677915.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -677918.875000 Penalty: 4508.237793
	Iteration 50Q: 3 clusters Score -677918.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -677918.750000 Penalty: 4508.237793
	Iteration 51Q: 3 clusters Score -677918.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -677919.625000 Penalty: 4508.237793
	Iteration 52Q: 3 clusters Score -677919.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -677919.375000 Penalty: 4508.237793
	Iteration 53Q: 3 clusters Score -677919.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -677919.375000 Penalty: 4508.237793
	Iteration 54F: 3 clusters Score -677919.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Entering Unmasked Estep 
Score: -1047079.812500 Penalty: 2369.638428
	Iteration 0F: 2 clusters Score -1047080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1036761.312500 Penalty: 4739.276855
	Iteration 0F: 3 clusters Score -1036761 nChanged 6065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1040056.750000 Penalty: 4739.276855
	Iteration 1F: 3 clusters Score -1040057 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1040516.500000 Penalty: 4739.276855
	Iteration 2F: 3 clusters Score -1040516 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1040966.937500 Penalty: 4739.276855
	Iteration 3F: 3 clusters Score -1040967 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1041377.562500 Penalty: 4739.276855
	Iteration 4F: 3 clusters Score -1041378 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1041741.812500 Penalty: 4739.276855
	Iteration 5Q: 3 clusters Score -1041742 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1042175.500000 Penalty: 4739.276855
	Iteration 6Q: 3 clusters Score -1042176 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1042660.500000 Penalty: 4739.276855
	Iteration 7F: 3 clusters Score -1042660 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1043169.375000 Penalty: 4739.276855
	Iteration 8F: 3 clusters Score -1043169 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1043581.750000 Penalty: 4739.276855
	Iteration 9Q: 3 clusters Score -1043582 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1043924.562500 Penalty: 4739.276855
	Iteration 10Q: 3 clusters Score -1043925 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1044228.937500 Penalty: 4739.276855
	Iteration 11Q: 3 clusters Score -1044229 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1044473.500000 Penalty: 4739.276855
	Iteration 12Q: 3 clusters Score -1044474 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1044688.812500 Penalty: 4739.276855
	Iteration 13Q: 3 clusters Score -1044689 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1044835.062500 Penalty: 4739.276855
	Iteration 14Q: 3 clusters Score -1044835 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1044935.312500 Penalty: 4739.276855
	Iteration 15Q: 3 clusters Score -1044935 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1045020.187500 Penalty: 4739.276855
	Iteration 16Q: 3 clusters Score -1045020 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1045085.687500 Penalty: 4739.276855
	Iteration 17Q: 3 clusters Score -1045086 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1045139.687500 Penalty: 4739.276855
	Iteration 18Q: 3 clusters Score -1045140 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1045183.687500 Penalty: 4739.276855
	Iteration 19Q: 3 clusters Score -1045184 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1045232.562500 Penalty: 4739.276855
	Iteration 20F: 3 clusters Score -1045233 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1045270.187500 Penalty: 4739.276855
	Iteration 21Q: 3 clusters Score -1045270 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1045313.312500 Penalty: 4739.276855
	Iteration 22Q: 3 clusters Score -1045313 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1045355.625000 Penalty: 4739.276855
	Iteration 23Q: 3 clusters Score -1045356 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1045391.437500 Penalty: 4739.276855
	Iteration 24Q: 3 clusters Score -1045391 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1045417.437500 Penalty: 4739.276855
	Iteration 25Q: 3 clusters Score -1045417 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1045437.812500 Penalty: 4739.276855
	Iteration 26Q: 3 clusters Score -1045438 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1045458.625000 Penalty: 4739.276855
	Iteration 27Q: 3 clusters Score -1045459 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1045478.687500 Penalty: 4739.276855
	Iteration 28Q: 3 clusters Score -1045479 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1045491.875000 Penalty: 4739.276855
	Iteration 29Q: 3 clusters Score -1045492 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1045509.937500 Penalty: 4739.276855
	Iteration 30Q: 3 clusters Score -1045510 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1045530.937500 Penalty: 4739.276855
	Iteration 31Q: 3 clusters Score -1045531 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1045543.812500 Penalty: 4739.276855
	Iteration 32Q: 3 clusters Score -1045544 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1045551.250000 Penalty: 4739.276855
	Iteration 33Q: 3 clusters Score -1045551 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1045558.750000 Penalty: 4739.276855
	Iteration 34Q: 3 clusters Score -1045559 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1045562.875000 Penalty: 4739.276855
	Iteration 35Q: 3 clusters Score -1045563 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1045567.687500 Penalty: 4739.276855
	Iteration 36Q: 3 clusters Score -1045568 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1045572.562500 Penalty: 4739.276855
	Iteration 37Q: 3 clusters Score -1045573 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1045576.750000 Penalty: 4739.276855
	Iteration 38Q: 3 clusters Score -1045577 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1045583.125000 Penalty: 4739.276855
	Iteration 39Q: 3 clusters Score -1045583 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1045584.437500 Penalty: 4739.276855
	Iteration 40F: 3 clusters Score -1045584 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1045589.625000 Penalty: 4739.276855
	Iteration 41Q: 3 clusters Score -1045590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1045590.187500 Penalty: 4739.276855
	Iteration 42Q: 3 clusters Score -1045590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1045591.312500 Penalty: 4739.276855
	Iteration 43Q: 3 clusters Score -1045591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1045590.437500 Penalty: 4739.276855
	Iteration 44Q: 3 clusters Score -1045590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1045592.500000 Penalty: 4739.276855
	Iteration 45Q: 3 clusters Score -1045592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1045595.937500 Penalty: 4739.276855
	Iteration 46Q: 3 clusters Score -1045596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1045594.937500 Penalty: 4739.276855
	Iteration 47Q: 3 clusters Score -1045595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1045597.875000 Penalty: 4739.276855
	Iteration 48Q: 3 clusters Score -1045598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1045601.000000 Penalty: 4739.276855
	Iteration 49Q: 3 clusters Score -1045601 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1045604.500000 Penalty: 4739.276855
	Iteration 50Q: 3 clusters Score -1045604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1045607.437500 Penalty: 4739.276855
	Iteration 51Q: 3 clusters Score -1045607 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1045607.625000 Penalty: 4739.276855
	Iteration 52Q: 3 clusters Score -1045608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1045606.750000 Penalty: 4739.276855
	Iteration 53Q: 3 clusters Score -1045607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1045610.000000 Penalty: 4739.276855
	Iteration 54Q: 3 clusters Score -1045610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1045611.125000 Penalty: 4739.276855
	Iteration 55Q: 3 clusters Score -1045611 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1045609.875000 Penalty: 4739.276855
	Iteration 56Q: 3 clusters Score -1045610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1045614.625000 Penalty: 4739.276855
	Iteration 57Q: 3 clusters Score -1045615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1045614.562500 Penalty: 4739.276855
	Iteration 58Q: 3 clusters Score -1045615 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1045614.562500 Penalty: 4739.276855
	Iteration 59F: 3 clusters Score -1045615 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Entering Unmasked Estep 
Score: -358262.000000 Penalty: 2100.948975
	Iteration 0F: 2 clusters Score -358262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -353907.468750 Penalty: 4201.897949
	Iteration 0F: 3 clusters Score -353907.5 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -354996.593750 Penalty: 4201.897949
	Iteration 1F: 3 clusters Score -354996.6 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -355239.375000 Penalty: 4201.897949
	Iteration 2F: 3 clusters Score -355239.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -355485.687500 Penalty: 4201.897949
	Iteration 3F: 3 clusters Score -355485.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -355687.562500 Penalty: 4201.897949
	Iteration 4Q: 3 clusters Score -355687.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -355877.718750 Penalty: 4201.897949
	Iteration 5Q: 3 clusters Score -355877.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -356084.687500 Penalty: 4201.897949
	Iteration 6Q: 3 clusters Score -356084.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -356280.968750 Penalty: 4201.897949
	Iteration 7Q: 3 clusters Score -356281 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -356474.906250 Penalty: 4201.897949
	Iteration 8Q: 3 clusters Score -356474.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -356641.750000 Penalty: 4201.897949
	Iteration 9Q: 3 clusters Score -356641.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -356784.718750 Penalty: 4201.897949
	Iteration 10Q: 3 clusters Score -356784.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -356912.593750 Penalty: 4201.897949
	Iteration 11Q: 3 clusters Score -356912.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -357032.531250 Penalty: 4201.897949
	Iteration 12Q: 3 clusters Score -357032.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -357153.718750 Penalty: 4201.897949
	Iteration 13Q: 3 clusters Score -357153.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -357256.125000 Penalty: 4201.897949
	Iteration 14Q: 3 clusters Score -357256.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -357337.250000 Penalty: 4201.897949
	Iteration 15Q: 3 clusters Score -357337.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -357413.562500 Penalty: 4201.897949
	Iteration 16Q: 3 clusters Score -357413.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -357482.125000 Penalty: 4201.897949
	Iteration 17Q: 3 clusters Score -357482.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -357526.968750 Penalty: 4201.897949
	Iteration 18Q: 3 clusters Score -357527 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -357552.375000 Penalty: 4201.897949
	Iteration 19Q: 3 clusters Score -357552.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -357568.718750 Penalty: 4201.897949
	Iteration 20F: 3 clusters Score -357568.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -357576.906250 Penalty: 4201.897949
	Iteration 21Q: 3 clusters Score -357576.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -357580.312500 Penalty: 4201.897949
	Iteration 22Q: 3 clusters Score -357580.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -357587.031250 Penalty: 4201.897949
	Iteration 23Q: 3 clusters Score -357587 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -357593.593750 Penalty: 4201.897949
	Iteration 24Q: 3 clusters Score -357593.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -357597.968750 Penalty: 4201.897949
	Iteration 25Q: 3 clusters Score -357598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -357602.406250 Penalty: 4201.897949
	Iteration 26Q: 3 clusters Score -357602.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -357604.406250 Penalty: 4201.897949
	Iteration 27Q: 3 clusters Score -357604.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -357605.968750 Penalty: 4201.897949
	Iteration 28Q: 3 clusters Score -357606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -357608.593750 Penalty: 4201.897949
	Iteration 29Q: 3 clusters Score -357608.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -357610.593750 Penalty: 4201.897949
	Iteration 30Q: 3 clusters Score -357610.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -357613.312500 Penalty: 4201.897949
	Iteration 31Q: 3 clusters Score -357613.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -357614.875000 Penalty: 4201.897949
	Iteration 32Q: 3 clusters Score -357614.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -357614.875000 Penalty: 4201.897949
	Iteration 33F: 3 clusters Score -357614.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Entering Unmasked Estep 
Score: -603557.437500 Penalty: 2223.466553
	Iteration 0F: 2 clusters Score -603557.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -597236.437500 Penalty: 4446.933105
	Iteration 0F: 3 clusters Score -597236.4 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -598939.937500 Penalty: 4446.933105
	Iteration 1F: 3 clusters Score -598939.9 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -599296.812500 Penalty: 4446.933105
	Iteration 2F: 3 clusters Score -599296.8 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -599566.312500 Penalty: 4446.933105
	Iteration 3F: 3 clusters Score -599566.3 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -599792.562500 Penalty: 4446.933105
	Iteration 4Q: 3 clusters Score -599792.6 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -599973.125000 Penalty: 4446.933105
	Iteration 5Q: 3 clusters Score -599973.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -600122.812500 Penalty: 4446.933105
	Iteration 6Q: 3 clusters Score -600122.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -600242.687500 Penalty: 4446.933105
	Iteration 7Q: 3 clusters Score -600242.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -600339.625000 Penalty: 4446.933105
	Iteration 8Q: 3 clusters Score -600339.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -600422.000000 Penalty: 4446.933105
	Iteration 9Q: 3 clusters Score -600422 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -600505.812500 Penalty: 4446.933105
	Iteration 10Q: 3 clusters Score -600505.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -600614.125000 Penalty: 4446.933105
	Iteration 11Q: 3 clusters Score -600614.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -600708.437500 Penalty: 4446.933105
	Iteration 12Q: 3 clusters Score -600708.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -600804.812500 Penalty: 4446.933105
	Iteration 13Q: 3 clusters Score -600804.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -600930.000000 Penalty: 4446.933105
	Iteration 14Q: 3 clusters Score -600930 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -601067.062500 Penalty: 4446.933105
	Iteration 15Q: 3 clusters Score -601067.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -601180.562500 Penalty: 4446.933105
	Iteration 16Q: 3 clusters Score -601180.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -601294.062500 Penalty: 4446.933105
	Iteration 17Q: 3 clusters Score -601294.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -601404.062500 Penalty: 4446.933105
	Iteration 18Q: 3 clusters Score -601404.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -601492.687500 Penalty: 4446.933105
	Iteration 19Q: 3 clusters Score -601492.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -601575.250000 Penalty: 4446.933105
	Iteration 20F: 3 clusters Score -601575.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -601646.125000 Penalty: 4446.933105
	Iteration 21Q: 3 clusters Score -601646.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -601709.062500 Penalty: 4446.933105
	Iteration 22Q: 3 clusters Score -601709.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -601774.250000 Penalty: 4446.933105
	Iteration 23Q: 3 clusters Score -601774.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -601831.937500 Penalty: 4446.933105
	Iteration 24Q: 3 clusters Score -601831.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -601864.500000 Penalty: 4446.933105
	Iteration 25Q: 3 clusters Score -601864.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -601890.437500 Penalty: 4446.933105
	Iteration 26Q: 3 clusters Score -601890.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -601906.312500 Penalty: 4446.933105
	Iteration 27Q: 3 clusters Score -601906.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -601919.562500 Penalty: 4446.933105
	Iteration 28Q: 3 clusters Score -601919.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -601933.937500 Penalty: 4446.933105
	Iteration 29Q: 3 clusters Score -601933.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -601942.875000 Penalty: 4446.933105
	Iteration 30Q: 3 clusters Score -601942.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -601948.625000 Penalty: 4446.933105
	Iteration 31Q: 3 clusters Score -601948.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -601948.937500 Penalty: 4446.933105
	Iteration 32Q: 3 clusters Score -601948.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -601950.750000 Penalty: 4446.933105
	Iteration 33Q: 3 clusters Score -601950.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -601951.125000 Penalty: 4446.933105
	Iteration 34Q: 3 clusters Score -601951.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -601952.437500 Penalty: 4446.933105
	Iteration 35Q: 3 clusters Score -601952.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -601956.812500 Penalty: 4446.933105
	Iteration 36Q: 3 clusters Score -601956.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -601960.125000 Penalty: 4446.933105
	Iteration 37Q: 3 clusters Score -601960.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -601960.562500 Penalty: 4446.933105
	Iteration 38Q: 3 clusters Score -601960.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -601964.000000 Penalty: 4446.933105
	Iteration 39Q: 3 clusters Score -601964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -601963.312500 Penalty: 4446.933105
	Iteration 40F: 3 clusters Score -601963.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -601963.812500 Penalty: 4446.933105
	Iteration 41Q: 3 clusters Score -601963.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -601963.500000 Penalty: 4446.933105
	Iteration 42Q: 3 clusters Score -601963.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -601963.500000 Penalty: 4446.933105
	Iteration 43F: 3 clusters Score -601963.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Entering Unmasked Estep 
Score: -488581.437500 Penalty: 2163.320801
	Iteration 0F: 2 clusters Score -488581.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -483345.843750 Penalty: 4326.641602
	Iteration 0F: 3 clusters Score -483345.8 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -484673.218750 Penalty: 4326.641602
	Iteration 1F: 3 clusters Score -484673.2 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -484915.375000 Penalty: 4326.641602
	Iteration 2F: 3 clusters Score -484915.4 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -485078.031250 Penalty: 4326.641602
	Iteration 3Q: 3 clusters Score -485078 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -485214.250000 Penalty: 4326.641602
	Iteration 4Q: 3 clusters Score -485214.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -485308.343750 Penalty: 4326.641602
	Iteration 5Q: 3 clusters Score -485308.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -485374.343750 Penalty: 4326.641602
	Iteration 6Q: 3 clusters Score -485374.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -485433.718750 Penalty: 4326.641602
	Iteration 7Q: 3 clusters Score -485433.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -485492.593750 Penalty: 4326.641602
	Iteration 8Q: 3 clusters Score -485492.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -485543.781250 Penalty: 4326.641602
	Iteration 9Q: 3 clusters Score -485543.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -485591.625000 Penalty: 4326.641602
	Iteration 10Q: 3 clusters Score -485591.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -485629.718750 Penalty: 4326.641602
	Iteration 11Q: 3 clusters Score -485629.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -485667.843750 Penalty: 4326.641602
	Iteration 12Q: 3 clusters Score -485667.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -485714.718750 Penalty: 4326.641602
	Iteration 13Q: 3 clusters Score -485714.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -485763.468750 Penalty: 4326.641602
	Iteration 14Q: 3 clusters Score -485763.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -485804.687500 Penalty: 4326.641602
	Iteration 15Q: 3 clusters Score -485804.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -485842.312500 Penalty: 4326.641602
	Iteration 16Q: 3 clusters Score -485842.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -485882.718750 Penalty: 4326.641602
	Iteration 17Q: 3 clusters Score -485882.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -485941.125000 Penalty: 4326.641602
	Iteration 18Q: 3 clusters Score -485941.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -486003.687500 Penalty: 4326.641602
	Iteration 19Q: 3 clusters Score -486003.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -486066.250000 Penalty: 4326.641602
	Iteration 20F: 3 clusters Score -486066.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -486141.343750 Penalty: 4326.641602
	Iteration 21Q: 3 clusters Score -486141.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -486229.781250 Penalty: 4326.641602
	Iteration 22Q: 3 clusters Score -486229.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -486325.062500 Penalty: 4326.641602
	Iteration 23Q: 3 clusters Score -486325.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -486399.406250 Penalty: 4326.641602
	Iteration 24Q: 3 clusters Score -486399.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -486464.593750 Penalty: 4326.641602
	Iteration 25Q: 3 clusters Score -486464.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -486526.843750 Penalty: 4326.641602
	Iteration 26Q: 3 clusters Score -486526.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -486574.500000 Penalty: 4326.641602
	Iteration 27Q: 3 clusters Score -486574.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -486608.093750 Penalty: 4326.641602
	Iteration 28Q: 3 clusters Score -486608.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -486633.531250 Penalty: 4326.641602
	Iteration 29Q: 3 clusters Score -486633.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -486652.156250 Penalty: 4326.641602
	Iteration 30Q: 3 clusters Score -486652.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -486669.906250 Penalty: 4326.641602
	Iteration 31Q: 3 clusters Score -486669.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -486687.593750 Penalty: 4326.641602
	Iteration 32Q: 3 clusters Score -486687.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -486700.906250 Penalty: 4326.641602
	Iteration 33Q: 3 clusters Score -486700.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -486714.687500 Penalty: 4326.641602
	Iteration 34Q: 3 clusters Score -486714.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -486723.875000 Penalty: 4326.641602
	Iteration 35Q: 3 clusters Score -486723.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -486731.937500 Penalty: 4326.641602
	Iteration 36Q: 3 clusters Score -486731.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -486733.218750 Penalty: 4326.641602
	Iteration 37Q: 3 clusters Score -486733.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -486735.187500 Penalty: 4326.641602
	Iteration 38Q: 3 clusters Score -486735.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -486739.812500 Penalty: 4326.641602
	Iteration 39Q: 3 clusters Score -486739.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -486743.718750 Penalty: 4326.641602
	Iteration 40F: 3 clusters Score -486743.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -486751.656250 Penalty: 4326.641602
	Iteration 41Q: 3 clusters Score -486751.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -486757.187500 Penalty: 4326.641602
	Iteration 42Q: 3 clusters Score -486757.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -486767.781250 Penalty: 4326.641602
	Iteration 43Q: 3 clusters Score -486767.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -486773.375000 Penalty: 4326.641602
	Iteration 44Q: 3 clusters Score -486773.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -486780.656250 Penalty: 4326.641602
	Iteration 45Q: 3 clusters Score -486780.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -486787.593750 Penalty: 4326.641602
	Iteration 46Q: 3 clusters Score -486787.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -486793.781250 Penalty: 4326.641602
	Iteration 47Q: 3 clusters Score -486793.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -486797.781250 Penalty: 4326.641602
	Iteration 48Q: 3 clusters Score -486797.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -486801.687500 Penalty: 4326.641602
	Iteration 49Q: 3 clusters Score -486801.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -486805.500000 Penalty: 4326.641602
	Iteration 50Q: 3 clusters Score -486805.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -486807.656250 Penalty: 4326.641602
	Iteration 51Q: 3 clusters Score -486807.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -486808.687500 Penalty: 4326.641602
	Iteration 52Q: 3 clusters Score -486808.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -486813.593750 Penalty: 4326.641602
	Iteration 53Q: 3 clusters Score -486813.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -486816.781250 Penalty: 4326.641602
	Iteration 54Q: 3 clusters Score -486816.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -486819.250000 Penalty: 4326.641602
	Iteration 55Q: 3 clusters Score -486819.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -486819.937500 Penalty: 4326.641602
	Iteration 56Q: 3 clusters Score -486819.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -486819.937500 Penalty: 4326.641602
	Iteration 57F: 3 clusters Score -486819.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (153523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153523 members 
Entering Unmasked Estep 
Score: -12294487.000000 Penalty: 2961.518066
	Iteration 0F: 2 clusters Score -1.229449e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76732 members 
Mstep: Class 2 contains 76791 members 
Entering Unmasked Estep 
Score: -12191335.000000 Penalty: 5923.036133
	Iteration 0F: 3 clusters Score -1.219134e+07 nChanged 73390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78924 members 
Mstep: Class 2 contains 74599 members 
Entering Unmasked Estep 
Score: -12236289.000000 Penalty: 5923.036133
	Iteration 1F: 3 clusters Score -1.223629e+07 nChanged 7808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81670 members 
Mstep: Class 2 contains 71853 members 
Entering Unmasked Estep 
Score: -12239881.000000 Penalty: 5923.036133
	Iteration 2F: 3 clusters Score -1.223988e+07 nChanged 9757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85957 members 
Mstep: Class 2 contains 67566 members 
Entering Unmasked Estep 
Score: -12245419.000000 Penalty: 5923.036133
	Iteration 3F: 3 clusters Score -1.224542e+07 nChanged 11337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91550 members 
Mstep: Class 2 contains 61973 members 
Entering Unmasked Estep 
Score: -12252415.000000 Penalty: 5923.036133
	Iteration 4F: 3 clusters Score -1.225242e+07 nChanged 11407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97701 members 
Mstep: Class 2 contains 55822 members 
Entering Unmasked Estep 
Score: -12259298.000000 Penalty: 5923.036133
	Iteration 5F: 3 clusters Score -1.22593e+07 nChanged 9940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103491 members 
Mstep: Class 2 contains 50032 members 
Entering Unmasked Estep 
Score: -12264438.000000 Penalty: 5923.036133
	Iteration 6F: 3 clusters Score -1.226444e+07 nChanged 7875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108708 members 
Mstep: Class 2 contains 44815 members 
Entering Unmasked Estep 
Score: -12268167.000000 Penalty: 5923.036133
	Iteration 7F: 3 clusters Score -1.226817e+07 nChanged 6337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113749 members 
Mstep: Class 2 contains 39774 members 
Entering Unmasked Estep 
Score: -12270956.000000 Penalty: 5923.036133
	Iteration 8Q: 3 clusters Score -1.227096e+07 nChanged 5340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118695 members 
Mstep: Class 2 contains 34828 members 
Entering Unmasked Estep 
Score: -12273136.000000 Penalty: 5923.036133
	Iteration 9Q: 3 clusters Score -1.227314e+07 nChanged 5042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123667 members 
Mstep: Class 2 contains 29856 members 
Entering Unmasked Estep 
Score: -12275442.000000 Penalty: 5923.036133
	Iteration 10Q: 3 clusters Score -1.227544e+07 nChanged 4849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128506 members 
Mstep: Class 2 contains 25017 members 
Entering Unmasked Estep 
Score: -12277613.000000 Penalty: 5923.036133
	Iteration 11Q: 3 clusters Score -1.227761e+07 nChanged 4596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133102 members 
Mstep: Class 2 contains 20421 members 
Entering Unmasked Estep 
Score: -12279797.000000 Penalty: 5923.036133
	Iteration 12Q: 3 clusters Score -1.22798e+07 nChanged 4319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137421 members 
Mstep: Class 2 contains 16102 members 
Entering Unmasked Estep 
Score: -12282121.000000 Penalty: 5923.036133
	Iteration 13Q: 3 clusters Score -1.228212e+07 nChanged 3856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141277 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -12284251.000000 Penalty: 5923.036133
	Iteration 14Q: 3 clusters Score -1.228425e+07 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144642 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -12286201.000000 Penalty: 5923.036133
	Iteration 15Q: 3 clusters Score -1.22862e+07 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147303 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -12287950.000000 Penalty: 5923.036133
	Iteration 16Q: 3 clusters Score -1.228795e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149249 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -12289195.000000 Penalty: 5923.036133
	Iteration 17Q: 3 clusters Score -1.22892e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150655 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -12290158.000000 Penalty: 5923.036133
	Iteration 18Q: 3 clusters Score -1.229016e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151539 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -12290779.000000 Penalty: 5923.036133
	Iteration 19Q: 3 clusters Score -1.229078e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152090 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -12291193.000000 Penalty: 5923.036133
	Iteration 20F: 3 clusters Score -1.229119e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152433 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -12291452.000000 Penalty: 5923.036133
	Iteration 21Q: 3 clusters Score -1.229145e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152641 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -12291575.000000 Penalty: 5923.036133
	Iteration 22Q: 3 clusters Score -1.229158e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152776 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -12291685.000000 Penalty: 5923.036133
	Iteration 23Q: 3 clusters Score -1.229168e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152852 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -12291715.000000 Penalty: 5923.036133
	Iteration 24Q: 3 clusters Score -1.229172e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152905 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -12291760.000000 Penalty: 5923.036133
	Iteration 25Q: 3 clusters Score -1.229176e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152935 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -12291783.000000 Penalty: 5923.036133
	Iteration 26Q: 3 clusters Score -1.229178e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152959 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -12291798.000000 Penalty: 5923.036133
	Iteration 27Q: 3 clusters Score -1.22918e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152979 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -12291835.000000 Penalty: 5923.036133
	Iteration 28Q: 3 clusters Score -1.229184e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152989 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -12291854.000000 Penalty: 5923.036133
	Iteration 29Q: 3 clusters Score -1.229185e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152995 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -12291866.000000 Penalty: 5923.036133
	Iteration 30Q: 3 clusters Score -1.229187e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153001 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -12291890.000000 Penalty: 5923.036133
	Iteration 31Q: 3 clusters Score -1.229189e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153007 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -12291897.000000 Penalty: 5923.036133
	Iteration 32Q: 3 clusters Score -1.22919e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153011 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -12291905.000000 Penalty: 5923.036133
	Iteration 33Q: 3 clusters Score -1.22919e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153011 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -12291905.000000 Penalty: 5923.036133
	Iteration 34F: 3 clusters Score -1.22919e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Entering Unmasked Estep 
Score: -561853.000000 Penalty: 2210.960693
	Iteration 0F: 2 clusters Score -561853 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -555836.125000 Penalty: 4421.921387
	Iteration 0F: 3 clusters Score -555836.1 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -557699.500000 Penalty: 4421.921387
	Iteration 1F: 3 clusters Score -557699.5 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -558338.625000 Penalty: 4421.921387
	Iteration 2F: 3 clusters Score -558338.6 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -559312.000000 Penalty: 4421.921387
	Iteration 3F: 3 clusters Score -559312 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -560082.187500 Penalty: 4421.921387
	Iteration 4F: 3 clusters Score -560082.2 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -560623.687500 Penalty: 4421.921387
	Iteration 5F: 3 clusters Score -560623.7 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -561095.500000 Penalty: 4421.921387
	Iteration 6F: 3 clusters Score -561095.5 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -561545.625000 Penalty: 4421.921387
	Iteration 7F: 3 clusters Score -561545.6 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -561975.062500 Penalty: 4421.921387
	Iteration 8Q: 3 clusters Score -561975.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -562227.500000 Penalty: 4421.921387
	Iteration 9Q: 3 clusters Score -562227.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -562383.500000 Penalty: 4421.921387
	Iteration 10Q: 3 clusters Score -562383.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -562452.750000 Penalty: 4421.921387
	Iteration 11Q: 3 clusters Score -562452.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -562481.375000 Penalty: 4421.921387
	Iteration 12Q: 3 clusters Score -562481.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -562498.875000 Penalty: 4421.921387
	Iteration 13Q: 3 clusters Score -562498.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -562508.312500 Penalty: 4421.921387
	Iteration 14Q: 3 clusters Score -562508.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -562513.375000 Penalty: 4421.921387
	Iteration 15Q: 3 clusters Score -562513.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -562517.312500 Penalty: 4421.921387
	Iteration 16Q: 3 clusters Score -562517.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -562518.000000 Penalty: 4421.921387
	Iteration 17Q: 3 clusters Score -562518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -562519.375000 Penalty: 4421.921387
	Iteration 18Q: 3 clusters Score -562519.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -562520.625000 Penalty: 4421.921387
	Iteration 19Q: 3 clusters Score -562520.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -562521.625000 Penalty: 4421.921387
	Iteration 20F: 3 clusters Score -562521.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -562522.000000 Penalty: 4421.921387
	Iteration 21Q: 3 clusters Score -562522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -562521.937500 Penalty: 4421.921387
	Iteration 22Q: 3 clusters Score -562521.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -562523.250000 Penalty: 4421.921387
	Iteration 23Q: 3 clusters Score -562523.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -562521.687500 Penalty: 4421.921387
	Iteration 24Q: 3 clusters Score -562521.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -562521.812500 Penalty: 4421.921387
	Iteration 25Q: 3 clusters Score -562521.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -562521.812500 Penalty: 4421.921387
	Iteration 26F: 3 clusters Score -562521.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 3455 members 
Mstep: Class 3 contains 8449 members 
Mstep: Class 4 contains 3223 members 
Mstep: Class 5 contains 20412 members 
Mstep: Class 6 contains 30090 members 
Mstep: Class 7 contains 19121 members 
Mstep: Class 8 contains 6522 members 
Mstep: Class 9 contains 55950 members 
Mstep: Class 10 contains 69655 members 
Mstep: Class 11 contains 5950 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14115 members 
Mstep: Class 14 contains 4777 members 
Mstep: Class 15 contains 7829 members 
Mstep: Class 16 contains 6143 members 
Mstep: Class 17 contains 153523 members 
Mstep: Class 18 contains 5669 members 
Mstep: Class 19 contains 40004 members 
Mstep: Class 20 contains 24081 members 
Mstep: Class 21 contains 5734 members 
Mstep: Class 22 contains 4039 members 
Mstep: Class 23 contains 79218 members 
Mstep: Class 24 contains 4624 members 
Mstep: Class 25 contains 5005 members 
Mstep: Class 26 contains 64307 members 
Mstep: Class 27 contains 4512 members 
Mstep: Class 28 contains 121167 members 
Mstep: Class 29 contains 13963 members 
Mstep: Class 30 contains 47309 members 
Mstep: Class 31 contains 31732 members 
Mstep: Class 32 contains 1216 members 
Mstep: Class 33 contains 5316 members 
Mstep: Class 34 contains 64388 members 
Mstep: Class 35 contains 31110 members 
Mstep: Class 36 contains 481017 members 
Mstep: Class 37 contains 1775 members 
Entering Unmasked Estep 
Score: -111990376.000000 Penalty: 130263.085938
Splitting cluster 18 changes total score from -111991024.000000 to -111990376.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (40004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40004 members 
Entering Unmasked Estep 
Score: -3135141.000000 Penalty: 2627.990234
	Iteration 0F: 2 clusters Score -3135141 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19954 members 
Mstep: Class 2 contains 20050 members 
Entering Unmasked Estep 
Score: -3108067.250000 Penalty: 5255.980469
	Iteration 0F: 3 clusters Score -3108067 nChanged 18324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19598 members 
Mstep: Class 2 contains 20406 members 
Entering Unmasked Estep 
Score: -3118329.750000 Penalty: 5255.980469
	Iteration 1F: 3 clusters Score -3118330 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19263 members 
Mstep: Class 2 contains 20741 members 
Entering Unmasked Estep 
Score: -3119104.250000 Penalty: 5255.980469
	Iteration 2Q: 3 clusters Score -3119104 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18765 members 
Mstep: Class 2 contains 21239 members 
Entering Unmasked Estep 
Score: -3120023.750000 Penalty: 5255.980469
	Iteration 3Q: 3 clusters Score -3120024 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18033 members 
Mstep: Class 2 contains 21971 members 
Entering Unmasked Estep 
Score: -3121143.000000 Penalty: 5255.980469
	Iteration 4F: 3 clusters Score -3121143 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16921 members 
Mstep: Class 2 contains 23083 members 
Entering Unmasked Estep 
Score: -3122664.500000 Penalty: 5255.980469
	Iteration 5F: 3 clusters Score -3122664 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 24529 members 
Entering Unmasked Estep 
Score: -3124429.750000 Penalty: 5255.980469
	Iteration 6F: 3 clusters Score -3124430 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 26062 members 
Entering Unmasked Estep 
Score: -3126190.750000 Penalty: 5255.980469
	Iteration 7F: 3 clusters Score -3126191 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 27497 members 
Entering Unmasked Estep 
Score: -3127818.500000 Penalty: 5255.980469
	Iteration 8F: 3 clusters Score -3127818 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 28775 members 
Entering Unmasked Estep 
Score: -3129362.750000 Penalty: 5255.980469
	Iteration 9Q: 3 clusters Score -3129363 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 29860 members 
Entering Unmasked Estep 
Score: -3130985.750000 Penalty: 5255.980469
	Iteration 10Q: 3 clusters Score -3130986 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 30757 members 
Entering Unmasked Estep 
Score: -3132320.500000 Penalty: 5255.980469
	Iteration 11Q: 3 clusters Score -3132320 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 31472 members 
Entering Unmasked Estep 
Score: -3133174.750000 Penalty: 5255.980469
	Iteration 12Q: 3 clusters Score -3133175 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 32064 members 
Entering Unmasked Estep 
Score: -3133651.250000 Penalty: 5255.980469
	Iteration 13Q: 3 clusters Score -3133651 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 32537 members 
Entering Unmasked Estep 
Score: -3133927.000000 Penalty: 5255.980469
	Iteration 14Q: 3 clusters Score -3133927 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 32925 members 
Entering Unmasked Estep 
Score: -3134106.000000 Penalty: 5255.980469
	Iteration 15Q: 3 clusters Score -3134106 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 33239 members 
Entering Unmasked Estep 
Score: -3134217.000000 Penalty: 5255.980469
	Iteration 16Q: 3 clusters Score -3134217 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 33494 members 
Entering Unmasked Estep 
Score: -3134294.250000 Penalty: 5255.980469
	Iteration 17Q: 3 clusters Score -3134294 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 33703 members 
Entering Unmasked Estep 
Score: -3134347.750000 Penalty: 5255.980469
	Iteration 18Q: 3 clusters Score -3134348 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 33871 members 
Entering Unmasked Estep 
Score: -3134379.500000 Penalty: 5255.980469
	Iteration 19Q: 3 clusters Score -3134380 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 34017 members 
Entering Unmasked Estep 
Score: -3134406.750000 Penalty: 5255.980469
	Iteration 20F: 3 clusters Score -3134407 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 34162 members 
Entering Unmasked Estep 
Score: -3134452.750000 Penalty: 5255.980469
	Iteration 21Q: 3 clusters Score -3134453 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 34274 members 
Entering Unmasked Estep 
Score: -3134479.000000 Penalty: 5255.980469
	Iteration 22Q: 3 clusters Score -3134479 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 34373 members 
Entering Unmasked Estep 
Score: -3134498.250000 Penalty: 5255.980469
	Iteration 23Q: 3 clusters Score -3134498 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 34464 members 
Entering Unmasked Estep 
Score: -3134515.250000 Penalty: 5255.980469
	Iteration 24Q: 3 clusters Score -3134515 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 34548 members 
Entering Unmasked Estep 
Score: -3134536.250000 Penalty: 5255.980469
	Iteration 25Q: 3 clusters Score -3134536 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 34607 members 
Entering Unmasked Estep 
Score: -3134541.500000 Penalty: 5255.980469
	Iteration 26Q: 3 clusters Score -3134542 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 34659 members 
Entering Unmasked Estep 
Score: -3134543.500000 Penalty: 5255.980469
	Iteration 27Q: 3 clusters Score -3134544 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 34708 members 
Entering Unmasked Estep 
Score: -3134550.250000 Penalty: 5255.980469
	Iteration 28Q: 3 clusters Score -3134550 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 34757 members 
Entering Unmasked Estep 
Score: -3134552.750000 Penalty: 5255.980469
	Iteration 29Q: 3 clusters Score -3134553 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 34795 members 
Entering Unmasked Estep 
Score: -3134549.750000 Penalty: 5255.980469
	Iteration 30Q: 3 clusters Score -3134550 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 34824 members 
Entering Unmasked Estep 
Score: -3134560.750000 Penalty: 5255.980469
	Iteration 31Q: 3 clusters Score -3134561 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 34855 members 
Entering Unmasked Estep 
Score: -3134560.250000 Penalty: 5255.980469
	Iteration 32Q: 3 clusters Score -3134560 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 34878 members 
Entering Unmasked Estep 
Score: -3134566.500000 Penalty: 5255.980469
	Iteration 33Q: 3 clusters Score -3134566 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 34905 members 
Entering Unmasked Estep 
Score: -3134581.500000 Penalty: 5255.980469
	Iteration 34Q: 3 clusters Score -3134582 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 34919 members 
Entering Unmasked Estep 
Score: -3134574.500000 Penalty: 5255.980469
	Iteration 35Q: 3 clusters Score -3134574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 34923 members 
Entering Unmasked Estep 
Score: -3134580.250000 Penalty: 5255.980469
	Iteration 36Q: 3 clusters Score -3134580 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 34931 members 
Entering Unmasked Estep 
Score: -3134573.000000 Penalty: 5255.980469
	Iteration 37Q: 3 clusters Score -3134573 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 34937 members 
Entering Unmasked Estep 
Score: -3134574.000000 Penalty: 5255.980469
	Iteration 38Q: 3 clusters Score -3134574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 34945 members 
Entering Unmasked Estep 
Score: -3134581.250000 Penalty: 5255.980469
	Iteration 39Q: 3 clusters Score -3134581 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 34952 members 
Entering Unmasked Estep 
Score: -3134575.000000 Penalty: 5255.980469
	Iteration 40F: 3 clusters Score -3134575 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 34958 members 
Entering Unmasked Estep 
Score: -3134577.000000 Penalty: 5255.980469
	Iteration 41Q: 3 clusters Score -3134577 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 34963 members 
Entering Unmasked Estep 
Score: -3134586.750000 Penalty: 5255.980469
	Iteration 42Q: 3 clusters Score -3134587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 34965 members 
Entering Unmasked Estep 
Score: -3134585.000000 Penalty: 5255.980469
	Iteration 43Q: 3 clusters Score -3134585 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 34966 members 
Entering Unmasked Estep 
Score: -3134581.250000 Penalty: 5255.980469
	Iteration 44Q: 3 clusters Score -3134581 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 34966 members 
Entering Unmasked Estep 
Score: -3134581.250000 Penalty: 5255.980469
	Iteration 45F: 3 clusters Score -3134581 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (24081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24081 members 
Entering Unmasked Estep 
Score: -1896898.500000 Penalty: 2502.116211
	Iteration 0F: 2 clusters Score -1896898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -1880015.375000 Penalty: 5004.232422
	Iteration 0F: 3 clusters Score -1880015 nChanged 10904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -1886081.750000 Penalty: 5004.232422
	Iteration 1F: 3 clusters Score -1886082 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -1886521.750000 Penalty: 5004.232422
	Iteration 2F: 3 clusters Score -1886522 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
Score: -1886924.375000 Penalty: 5004.232422
	Iteration 3Q: 3 clusters Score -1886924 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -1887381.625000 Penalty: 5004.232422
	Iteration 4Q: 3 clusters Score -1887382 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 15026 members 
Entering Unmasked Estep 
Score: -1887950.750000 Penalty: 5004.232422
	Iteration 5Q: 3 clusters Score -1887951 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 16049 members 
Entering Unmasked Estep 
Score: -1888725.250000 Penalty: 5004.232422
	Iteration 6F: 3 clusters Score -1888725 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 17261 members 
Entering Unmasked Estep 
Score: -1889781.500000 Penalty: 5004.232422
	Iteration 7F: 3 clusters Score -1889782 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 18540 members 
Entering Unmasked Estep 
Score: -1891032.750000 Penalty: 5004.232422
	Iteration 8F: 3 clusters Score -1891033 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 19724 members 
Entering Unmasked Estep 
Score: -1892127.625000 Penalty: 5004.232422
	Iteration 9F: 3 clusters Score -1892128 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 20643 members 
Entering Unmasked Estep 
Score: -1892928.750000 Penalty: 5004.232422
	Iteration 10Q: 3 clusters Score -1892929 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 21345 members 
Entering Unmasked Estep 
Score: -1893506.500000 Penalty: 5004.232422
	Iteration 11Q: 3 clusters Score -1893506 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 21852 members 
Entering Unmasked Estep 
Score: -1893910.000000 Penalty: 5004.232422
	Iteration 12Q: 3 clusters Score -1893910 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 22217 members 
Entering Unmasked Estep 
Score: -1894176.875000 Penalty: 5004.232422
	Iteration 13Q: 3 clusters Score -1894177 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 22477 members 
Entering Unmasked Estep 
Score: -1894383.750000 Penalty: 5004.232422
	Iteration 14Q: 3 clusters Score -1894384 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 22656 members 
Entering Unmasked Estep 
Score: -1894522.000000 Penalty: 5004.232422
	Iteration 15Q: 3 clusters Score -1894522 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 22789 members 
Entering Unmasked Estep 
Score: -1894629.625000 Penalty: 5004.232422
	Iteration 16Q: 3 clusters Score -1894630 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 22875 members 
Entering Unmasked Estep 
Score: -1894694.375000 Penalty: 5004.232422
	Iteration 17Q: 3 clusters Score -1894694 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 22939 members 
Entering Unmasked Estep 
Score: -1894745.750000 Penalty: 5004.232422
	Iteration 18Q: 3 clusters Score -1894746 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 22975 members 
Entering Unmasked Estep 
Score: -1894776.125000 Penalty: 5004.232422
	Iteration 19Q: 3 clusters Score -1894776 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 23006 members 
Entering Unmasked Estep 
Score: -1894792.500000 Penalty: 5004.232422
	Iteration 20F: 3 clusters Score -1894792 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 23032 members 
Entering Unmasked Estep 
Score: -1894800.750000 Penalty: 5004.232422
	Iteration 21Q: 3 clusters Score -1894801 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 23053 members 
Entering Unmasked Estep 
Score: -1894819.125000 Penalty: 5004.232422
	Iteration 22Q: 3 clusters Score -1894819 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 23066 members 
Entering Unmasked Estep 
Score: -1894831.750000 Penalty: 5004.232422
	Iteration 23Q: 3 clusters Score -1894832 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 23085 members 
Entering Unmasked Estep 
Score: -1894843.750000 Penalty: 5004.232422
	Iteration 24Q: 3 clusters Score -1894844 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 23093 members 
Entering Unmasked Estep 
Score: -1894846.625000 Penalty: 5004.232422
	Iteration 25Q: 3 clusters Score -1894847 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 23102 members 
Entering Unmasked Estep 
Score: -1894849.125000 Penalty: 5004.232422
	Iteration 26Q: 3 clusters Score -1894849 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 23106 members 
Entering Unmasked Estep 
Score: -1894854.375000 Penalty: 5004.232422
	Iteration 27Q: 3 clusters Score -1894854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 23112 members 
Entering Unmasked Estep 
Score: -1894857.125000 Penalty: 5004.232422
	Iteration 28Q: 3 clusters Score -1894857 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 23118 members 
Entering Unmasked Estep 
Score: -1894858.375000 Penalty: 5004.232422
	Iteration 29Q: 3 clusters Score -1894858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 23124 members 
Entering Unmasked Estep 
Score: -1894862.750000 Penalty: 5004.232422
	Iteration 30Q: 3 clusters Score -1894863 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 23129 members 
Entering Unmasked Estep 
Score: -1894867.375000 Penalty: 5004.232422
	Iteration 31Q: 3 clusters Score -1894867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 23129 members 
Entering Unmasked Estep 
Score: -1894863.500000 Penalty: 5004.232422
	Iteration 32Q: 3 clusters Score -1894864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 23131 members 
Entering Unmasked Estep 
Score: -1894863.750000 Penalty: 5004.232422
	Iteration 33Q: 3 clusters Score -1894864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 23131 members 
Entering Unmasked Estep 
Score: -1894863.750000 Penalty: 5004.232422
	Iteration 34F: 3 clusters Score -1894864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Entering Unmasked Estep 
Score: -422418.156250 Penalty: 2146.233887
	Iteration 0F: 2 clusters Score -422418.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -417461.093750 Penalty: 4292.467773
	Iteration 0F: 3 clusters Score -417461.1 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -418805.156250 Penalty: 4292.467773
	Iteration 1F: 3 clusters Score -418805.2 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -419326.000000 Penalty: 4292.467773
	Iteration 2F: 3 clusters Score -419326 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -419890.718750 Penalty: 4292.467773
	Iteration 3F: 3 clusters Score -419890.7 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -420399.218750 Penalty: 4292.467773
	Iteration 4F: 3 clusters Score -420399.2 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -420783.250000 Penalty: 4292.467773
	Iteration 5F: 3 clusters Score -420783.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -421079.562500 Penalty: 4292.467773
	Iteration 6F: 3 clusters Score -421079.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -421243.437500 Penalty: 4292.467773
	Iteration 7Q: 3 clusters Score -421243.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -421331.750000 Penalty: 4292.467773
	Iteration 8Q: 3 clusters Score -421331.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -421376.093750 Penalty: 4292.467773
	Iteration 9Q: 3 clusters Score -421376.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -421404.500000 Penalty: 4292.467773
	Iteration 10Q: 3 clusters Score -421404.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -421425.375000 Penalty: 4292.467773
	Iteration 11Q: 3 clusters Score -421425.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -421437.437500 Penalty: 4292.467773
	Iteration 12Q: 3 clusters Score -421437.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -421451.718750 Penalty: 4292.467773
	Iteration 13Q: 3 clusters Score -421451.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -421468.906250 Penalty: 4292.467773
	Iteration 14Q: 3 clusters Score -421468.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -421481.156250 Penalty: 4292.467773
	Iteration 15Q: 3 clusters Score -421481.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -421492.031250 Penalty: 4292.467773
	Iteration 16Q: 3 clusters Score -421492 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -421507.218750 Penalty: 4292.467773
	Iteration 17Q: 3 clusters Score -421507.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -421516.562500 Penalty: 4292.467773
	Iteration 18Q: 3 clusters Score -421516.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -421523.500000 Penalty: 4292.467773
	Iteration 19Q: 3 clusters Score -421523.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -421529.187500 Penalty: 4292.467773
	Iteration 20F: 3 clusters Score -421529.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -421535.593750 Penalty: 4292.467773
	Iteration 21Q: 3 clusters Score -421535.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -421539.218750 Penalty: 4292.467773
	Iteration 22Q: 3 clusters Score -421539.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -421544.312500 Penalty: 4292.467773
	Iteration 23Q: 3 clusters Score -421544.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -421551.031250 Penalty: 4292.467773
	Iteration 24Q: 3 clusters Score -421551 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -421557.218750 Penalty: 4292.467773
	Iteration 25Q: 3 clusters Score -421557.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -421560.812500 Penalty: 4292.467773
	Iteration 26Q: 3 clusters Score -421560.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -421561.593750 Penalty: 4292.467773
	Iteration 27Q: 3 clusters Score -421561.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -421561.687500 Penalty: 4292.467773
	Iteration 28Q: 3 clusters Score -421561.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -421562.062500 Penalty: 4292.467773
	Iteration 29Q: 3 clusters Score -421562.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -421562.062500 Penalty: 4292.467773
	Iteration 30F: 3 clusters Score -421562.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Entering Unmasked Estep 
Score: -313822.781250 Penalty: 2059.330566
	Iteration 0F: 2 clusters Score -313822.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -309927.843750 Penalty: 4118.661133
	Iteration 0F: 3 clusters Score -309927.8 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -310767.125000 Penalty: 4118.661133
	Iteration 1F: 3 clusters Score -310767.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -310933.875000 Penalty: 4118.661133
	Iteration 2F: 3 clusters Score -310933.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -311031.156250 Penalty: 4118.661133
	Iteration 3Q: 3 clusters Score -311031.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -311099.687500 Penalty: 4118.661133
	Iteration 4Q: 3 clusters Score -311099.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -311147.843750 Penalty: 4118.661133
	Iteration 5Q: 3 clusters Score -311147.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -311183.687500 Penalty: 4118.661133
	Iteration 6Q: 3 clusters Score -311183.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -311209.187500 Penalty: 4118.661133
	Iteration 7Q: 3 clusters Score -311209.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -311231.937500 Penalty: 4118.661133
	Iteration 8Q: 3 clusters Score -311231.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -311252.406250 Penalty: 4118.661133
	Iteration 9Q: 3 clusters Score -311252.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -311266.968750 Penalty: 4118.661133
	Iteration 10Q: 3 clusters Score -311267 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -311282.718750 Penalty: 4118.661133
	Iteration 11Q: 3 clusters Score -311282.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -311299.750000 Penalty: 4118.661133
	Iteration 12Q: 3 clusters Score -311299.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -311313.187500 Penalty: 4118.661133
	Iteration 13Q: 3 clusters Score -311313.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -311326.750000 Penalty: 4118.661133
	Iteration 14Q: 3 clusters Score -311326.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -311337.687500 Penalty: 4118.661133
	Iteration 15Q: 3 clusters Score -311337.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -311348.875000 Penalty: 4118.661133
	Iteration 16Q: 3 clusters Score -311348.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -311361.875000 Penalty: 4118.661133
	Iteration 17Q: 3 clusters Score -311361.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -311372.062500 Penalty: 4118.661133
	Iteration 18Q: 3 clusters Score -311372.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -311382.843750 Penalty: 4118.661133
	Iteration 19Q: 3 clusters Score -311382.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -311393.625000 Penalty: 4118.661133
	Iteration 20F: 3 clusters Score -311393.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -311403.156250 Penalty: 4118.661133
	Iteration 21Q: 3 clusters Score -311403.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -311413.781250 Penalty: 4118.661133
	Iteration 22Q: 3 clusters Score -311413.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -311425.562500 Penalty: 4118.661133
	Iteration 23Q: 3 clusters Score -311425.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -311435.218750 Penalty: 4118.661133
	Iteration 24Q: 3 clusters Score -311435.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -311446.468750 Penalty: 4118.661133
	Iteration 25Q: 3 clusters Score -311446.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -311457.593750 Penalty: 4118.661133
	Iteration 26Q: 3 clusters Score -311457.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -311469.656250 Penalty: 4118.661133
	Iteration 27Q: 3 clusters Score -311469.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -311480.343750 Penalty: 4118.661133
	Iteration 28Q: 3 clusters Score -311480.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -311488.937500 Penalty: 4118.661133
	Iteration 29Q: 3 clusters Score -311488.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -311494.125000 Penalty: 4118.661133
	Iteration 30Q: 3 clusters Score -311494.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -311499.718750 Penalty: 4118.661133
	Iteration 31Q: 3 clusters Score -311499.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -311508.625000 Penalty: 4118.661133
	Iteration 32Q: 3 clusters Score -311508.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -311518.000000 Penalty: 4118.661133
	Iteration 33Q: 3 clusters Score -311518 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -311531.437500 Penalty: 4118.661133
	Iteration 34Q: 3 clusters Score -311531.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -311550.656250 Penalty: 4118.661133
	Iteration 35Q: 3 clusters Score -311550.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -311565.656250 Penalty: 4118.661133
	Iteration 36Q: 3 clusters Score -311565.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -311580.406250 Penalty: 4118.661133
	Iteration 37Q: 3 clusters Score -311580.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -311589.968750 Penalty: 4118.661133
	Iteration 38Q: 3 clusters Score -311590 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -311600.312500 Penalty: 4118.661133
	Iteration 39Q: 3 clusters Score -311600.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -311616.781250 Penalty: 4118.661133
	Iteration 40F: 3 clusters Score -311616.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -311635.062500 Penalty: 4118.661133
	Iteration 41Q: 3 clusters Score -311635.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -311657.312500 Penalty: 4118.661133
	Iteration 42Q: 3 clusters Score -311657.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -311690.812500 Penalty: 4118.661133
	Iteration 43Q: 3 clusters Score -311690.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -311731.281250 Penalty: 4118.661133
	Iteration 44Q: 3 clusters Score -311731.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -311777.218750 Penalty: 4118.661133
	Iteration 45Q: 3 clusters Score -311777.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -311840.500000 Penalty: 4118.661133
	Iteration 46Q: 3 clusters Score -311840.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -311902.656250 Penalty: 4118.661133
	Iteration 47Q: 3 clusters Score -311902.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -311971.562500 Penalty: 4118.661133
	Iteration 48Q: 3 clusters Score -311971.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -312035.687500 Penalty: 4118.661133
	Iteration 49Q: 3 clusters Score -312035.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -312093.687500 Penalty: 4118.661133
	Iteration 50Q: 3 clusters Score -312093.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -312161.125000 Penalty: 4118.661133
	Iteration 51Q: 3 clusters Score -312161.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -312213.156250 Penalty: 4118.661133
	Iteration 52Q: 3 clusters Score -312213.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -312258.968750 Penalty: 4118.661133
	Iteration 53Q: 3 clusters Score -312259 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -312280.468750 Penalty: 4118.661133
	Iteration 54Q: 3 clusters Score -312280.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -312294.593750 Penalty: 4118.661133
	Iteration 55Q: 3 clusters Score -312294.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -312307.937500 Penalty: 4118.661133
	Iteration 56Q: 3 clusters Score -312307.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -312320.281250 Penalty: 4118.661133
	Iteration 57Q: 3 clusters Score -312320.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -312326.281250 Penalty: 4118.661133
	Iteration 58Q: 3 clusters Score -312326.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -312332.843750 Penalty: 4118.661133
	Iteration 59Q: 3 clusters Score -312332.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -312338.218750 Penalty: 4118.661133
	Iteration 60F: 3 clusters Score -312338.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -312341.562500 Penalty: 4118.661133
	Iteration 61Q: 3 clusters Score -312341.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -312346.656250 Penalty: 4118.661133
	Iteration 62Q: 3 clusters Score -312346.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -312352.343750 Penalty: 4118.661133
	Iteration 63Q: 3 clusters Score -312352.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -312354.000000 Penalty: 4118.661133
	Iteration 64Q: 3 clusters Score -312354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -312355.406250 Penalty: 4118.661133
	Iteration 65Q: 3 clusters Score -312355.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -312358.218750 Penalty: 4118.661133
	Iteration 66Q: 3 clusters Score -312358.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -312360.281250 Penalty: 4118.661133
	Iteration 67Q: 3 clusters Score -312360.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -312362.218750 Penalty: 4118.661133
	Iteration 68Q: 3 clusters Score -312362.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -312363.687500 Penalty: 4118.661133
	Iteration 69Q: 3 clusters Score -312363.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -312365.406250 Penalty: 4118.661133
	Iteration 70Q: 3 clusters Score -312365.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -312366.031250 Penalty: 4118.661133
	Iteration 71Q: 3 clusters Score -312366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -312369.625000 Penalty: 4118.661133
	Iteration 72Q: 3 clusters Score -312369.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -312372.281250 Penalty: 4118.661133
	Iteration 73Q: 3 clusters Score -312372.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -312374.031250 Penalty: 4118.661133
	Iteration 74Q: 3 clusters Score -312374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -312374.593750 Penalty: 4118.661133
	Iteration 75Q: 3 clusters Score -312374.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -312375.750000 Penalty: 4118.661133
	Iteration 76Q: 3 clusters Score -312375.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -312375.750000 Penalty: 4118.661133
	Iteration 77Q: 3 clusters Score -312375.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -312376.812500 Penalty: 4118.661133
	Iteration 78Q: 3 clusters Score -312376.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -312377.187500 Penalty: 4118.661133
	Iteration 79Q: 3 clusters Score -312377.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -312377.187500 Penalty: 4118.661133
	Iteration 80F: 3 clusters Score -312377.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (79218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79218 members 
Entering Unmasked Estep 
Score: -6424657.000000 Penalty: 2797.429688
	Iteration 0F: 2 clusters Score -6424657 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39586 members 
Mstep: Class 2 contains 39632 members 
Entering Unmasked Estep 
Score: -6371469.000000 Penalty: 5594.859375
	Iteration 0F: 3 clusters Score -6371469 nChanged 37236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39394 members 
Mstep: Class 2 contains 39824 members 
Entering Unmasked Estep 
Score: -6392857.000000 Penalty: 5594.859375
	Iteration 1F: 3 clusters Score -6392857 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38879 members 
Mstep: Class 2 contains 40339 members 
Entering Unmasked Estep 
Score: -6393785.000000 Penalty: 5594.859375
	Iteration 2Q: 3 clusters Score -6393785 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37973 members 
Mstep: Class 2 contains 41245 members 
Entering Unmasked Estep 
Score: -6394949.500000 Penalty: 5594.859375
	Iteration 3Q: 3 clusters Score -6394950 nChanged 3800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36467 members 
Mstep: Class 2 contains 42751 members 
Entering Unmasked Estep 
Score: -6396569.500000 Penalty: 5594.859375
	Iteration 4Q: 3 clusters Score -6396570 nChanged 4336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34297 members 
Mstep: Class 2 contains 44921 members 
Entering Unmasked Estep 
Score: -6398742.500000 Penalty: 5594.859375
	Iteration 5F: 3 clusters Score -6398742 nChanged 4911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31390 members 
Mstep: Class 2 contains 47828 members 
Entering Unmasked Estep 
Score: -6401434.000000 Penalty: 5594.859375
	Iteration 6F: 3 clusters Score -6401434 nChanged 5278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27880 members 
Mstep: Class 2 contains 51338 members 
Entering Unmasked Estep 
Score: -6404734.000000 Penalty: 5594.859375
	Iteration 7F: 3 clusters Score -6404734 nChanged 5180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24066 members 
Mstep: Class 2 contains 55152 members 
Entering Unmasked Estep 
Score: -6408175.500000 Penalty: 5594.859375
	Iteration 8F: 3 clusters Score -6408176 nChanged 4503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20483 members 
Mstep: Class 2 contains 58735 members 
Entering Unmasked Estep 
Score: -6411363.000000 Penalty: 5594.859375
	Iteration 9F: 3 clusters Score -6411363 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 62009 members 
Entering Unmasked Estep 
Score: -6414195.000000 Penalty: 5594.859375
	Iteration 10Q: 3 clusters Score -6414195 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 64616 members 
Entering Unmasked Estep 
Score: -6416394.500000 Penalty: 5594.859375
	Iteration 11Q: 3 clusters Score -6416394 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 66630 members 
Entering Unmasked Estep 
Score: -6418002.500000 Penalty: 5594.859375
	Iteration 12Q: 3 clusters Score -6418002 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 68158 members 
Entering Unmasked Estep 
Score: -6418909.000000 Penalty: 5594.859375
	Iteration 13Q: 3 clusters Score -6418909 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 69379 members 
Entering Unmasked Estep 
Score: -6419554.000000 Penalty: 5594.859375
	Iteration 14Q: 3 clusters Score -6419554 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 70431 members 
Entering Unmasked Estep 
Score: -6419988.500000 Penalty: 5594.859375
	Iteration 15Q: 3 clusters Score -6419988 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 71357 members 
Entering Unmasked Estep 
Score: -6420418.000000 Penalty: 5594.859375
	Iteration 16Q: 3 clusters Score -6420418 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 72222 members 
Entering Unmasked Estep 
Score: -6420780.000000 Penalty: 5594.859375
	Iteration 17Q: 3 clusters Score -6420780 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 73007 members 
Entering Unmasked Estep 
Score: -6421153.500000 Penalty: 5594.859375
	Iteration 18Q: 3 clusters Score -6421154 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 73672 members 
Entering Unmasked Estep 
Score: -6421432.500000 Penalty: 5594.859375
	Iteration 19Q: 3 clusters Score -6421432 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 74227 members 
Entering Unmasked Estep 
Score: -6421660.500000 Penalty: 5594.859375
	Iteration 20F: 3 clusters Score -6421660 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 74710 members 
Entering Unmasked Estep 
Score: -6421848.500000 Penalty: 5594.859375
	Iteration 21Q: 3 clusters Score -6421848 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 75135 members 
Entering Unmasked Estep 
Score: -6421993.000000 Penalty: 5594.859375
	Iteration 22Q: 3 clusters Score -6421993 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 75507 members 
Entering Unmasked Estep 
Score: -6422126.500000 Penalty: 5594.859375
	Iteration 23Q: 3 clusters Score -6422126 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 75822 members 
Entering Unmasked Estep 
Score: -6422234.500000 Penalty: 5594.859375
	Iteration 24Q: 3 clusters Score -6422234 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 76062 members 
Entering Unmasked Estep 
Score: -6422321.500000 Penalty: 5594.859375
	Iteration 25Q: 3 clusters Score -6422322 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 76255 members 
Entering Unmasked Estep 
Score: -6422350.500000 Penalty: 5594.859375
	Iteration 26Q: 3 clusters Score -6422350 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 76407 members 
Entering Unmasked Estep 
Score: -6422401.000000 Penalty: 5594.859375
	Iteration 27Q: 3 clusters Score -6422401 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 76539 members 
Entering Unmasked Estep 
Score: -6422422.500000 Penalty: 5594.859375
	Iteration 28Q: 3 clusters Score -6422422 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 76650 members 
Entering Unmasked Estep 
Score: -6422439.000000 Penalty: 5594.859375
	Iteration 29Q: 3 clusters Score -6422439 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 76759 members 
Entering Unmasked Estep 
Score: -6422490.000000 Penalty: 5594.859375
	Iteration 30Q: 3 clusters Score -6422490 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 76867 members 
Entering Unmasked Estep 
Score: -6422515.500000 Penalty: 5594.859375
	Iteration 31Q: 3 clusters Score -6422516 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 76969 members 
Entering Unmasked Estep 
Score: -6422548.000000 Penalty: 5594.859375
	Iteration 32Q: 3 clusters Score -6422548 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 77051 members 
Entering Unmasked Estep 
Score: -6422574.000000 Penalty: 5594.859375
	Iteration 33Q: 3 clusters Score -6422574 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 77133 members 
Entering Unmasked Estep 
Score: -6422576.500000 Penalty: 5594.859375
	Iteration 34Q: 3 clusters Score -6422576 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 77193 members 
Entering Unmasked Estep 
Score: -6422601.000000 Penalty: 5594.859375
	Iteration 35Q: 3 clusters Score -6422601 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 77238 members 
Entering Unmasked Estep 
Score: -6422616.000000 Penalty: 5594.859375
	Iteration 36Q: 3 clusters Score -6422616 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 77269 members 
Entering Unmasked Estep 
Score: -6422631.000000 Penalty: 5594.859375
	Iteration 37Q: 3 clusters Score -6422631 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 77293 members 
Entering Unmasked Estep 
Score: -6422635.000000 Penalty: 5594.859375
	Iteration 38Q: 3 clusters Score -6422635 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 77318 members 
Entering Unmasked Estep 
Score: -6422653.500000 Penalty: 5594.859375
	Iteration 39Q: 3 clusters Score -6422654 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 77339 members 
Entering Unmasked Estep 
Score: -6422656.500000 Penalty: 5594.859375
	Iteration 40F: 3 clusters Score -6422656 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 77353 members 
Entering Unmasked Estep 
Score: -6422661.000000 Penalty: 5594.859375
	Iteration 41Q: 3 clusters Score -6422661 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 77357 members 
Entering Unmasked Estep 
Score: -6422663.000000 Penalty: 5594.859375
	Iteration 42Q: 3 clusters Score -6422663 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 77363 members 
Entering Unmasked Estep 
Score: -6422665.500000 Penalty: 5594.859375
	Iteration 43Q: 3 clusters Score -6422666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 77369 members 
Entering Unmasked Estep 
Score: -6422666.000000 Penalty: 5594.859375
	Iteration 44Q: 3 clusters Score -6422666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 77372 members 
Entering Unmasked Estep 
Score: -6422671.500000 Penalty: 5594.859375
	Iteration 45Q: 3 clusters Score -6422672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 77376 members 
Entering Unmasked Estep 
Score: -6422672.000000 Penalty: 5594.859375
	Iteration 46Q: 3 clusters Score -6422672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 77382 members 
Entering Unmasked Estep 
Score: -6422676.000000 Penalty: 5594.859375
	Iteration 47Q: 3 clusters Score -6422676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 77388 members 
Entering Unmasked Estep 
Score: -6422677.500000 Penalty: 5594.859375
	Iteration 48Q: 3 clusters Score -6422678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 77394 members 
Entering Unmasked Estep 
Score: -6422680.000000 Penalty: 5594.859375
	Iteration 49Q: 3 clusters Score -6422680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 77399 members 
Entering Unmasked Estep 
Score: -6422674.000000 Penalty: 5594.859375
	Iteration 50Q: 3 clusters Score -6422674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 77404 members 
Entering Unmasked Estep 
Score: -6422671.000000 Penalty: 5594.859375
	Iteration 51Q: 3 clusters Score -6422671 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 77408 members 
Entering Unmasked Estep 
Score: -6422666.000000 Penalty: 5594.859375
	Iteration 52Q: 3 clusters Score -6422666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 77412 members 
Entering Unmasked Estep 
Score: -6422666.000000 Penalty: 5594.859375
	Iteration 53Q: 3 clusters Score -6422666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 77414 members 
Entering Unmasked Estep 
Score: -6422661.500000 Penalty: 5594.859375
	Iteration 54Q: 3 clusters Score -6422662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 77417 members 
Entering Unmasked Estep 
Score: -6422655.000000 Penalty: 5594.859375
	Iteration 55Q: 3 clusters Score -6422655 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 77417 members 
Entering Unmasked Estep 
Score: -6422655.000000 Penalty: 5594.859375
	Iteration 56F: 3 clusters Score -6422655 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Entering Unmasked Estep 
Score: -298569.187500 Penalty: 2092.875732
	Iteration 0F: 2 clusters Score -298569.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -294359.968750 Penalty: 4185.751465
	Iteration 0F: 3 clusters Score -294360 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -295396.625000 Penalty: 4185.751465
	Iteration 1F: 3 clusters Score -295396.6 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -295693.093750 Penalty: 4185.751465
	Iteration 2F: 3 clusters Score -295693.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -295975.531250 Penalty: 4185.751465
	Iteration 3F: 3 clusters Score -295975.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -296242.062500 Penalty: 4185.751465
	Iteration 4F: 3 clusters Score -296242.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -296517.843750 Penalty: 4185.751465
	Iteration 5F: 3 clusters Score -296517.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -296798.843750 Penalty: 4185.751465
	Iteration 6F: 3 clusters Score -296798.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -297127.093750 Penalty: 4185.751465
	Iteration 7F: 3 clusters Score -297127.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -297446.843750 Penalty: 4185.751465
	Iteration 8F: 3 clusters Score -297446.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -297737.187500 Penalty: 4185.751465
	Iteration 9F: 3 clusters Score -297737.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -298046.562500 Penalty: 4185.751465
	Iteration 10F: 3 clusters Score -298046.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -298287.906250 Penalty: 4185.751465
	Iteration 11Q: 3 clusters Score -298287.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -298469.531250 Penalty: 4185.751465
	Iteration 12Q: 3 clusters Score -298469.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -298569.843750 Penalty: 4185.751465
	Iteration 13Q: 3 clusters Score -298569.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -298610.156250 Penalty: 4185.751465
	Iteration 14Q: 3 clusters Score -298610.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -298631.531250 Penalty: 4185.751465
	Iteration 15Q: 3 clusters Score -298631.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -298640.343750 Penalty: 4185.751465
	Iteration 16Q: 3 clusters Score -298640.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -298645.281250 Penalty: 4185.751465
	Iteration 17Q: 3 clusters Score -298645.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -298650.937500 Penalty: 4185.751465
	Iteration 18Q: 3 clusters Score -298650.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -298653.468750 Penalty: 4185.751465
	Iteration 19Q: 3 clusters Score -298653.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -298656.250000 Penalty: 4185.751465
	Iteration 20F: 3 clusters Score -298656.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -298658.000000 Penalty: 4185.751465
	Iteration 21Q: 3 clusters Score -298658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -298658.968750 Penalty: 4185.751465
	Iteration 22Q: 3 clusters Score -298659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -298658.687500 Penalty: 4185.751465
	Iteration 23Q: 3 clusters Score -298658.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -298659.968750 Penalty: 4185.751465
	Iteration 24Q: 3 clusters Score -298660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -298659.968750 Penalty: 4185.751465
	Iteration 25F: 3 clusters Score -298660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 3455 members 
Mstep: Class 3 contains 8449 members 
Mstep: Class 4 contains 3223 members 
Mstep: Class 5 contains 20412 members 
Mstep: Class 6 contains 30090 members 
Mstep: Class 7 contains 19121 members 
Mstep: Class 8 contains 6522 members 
Mstep: Class 9 contains 55950 members 
Mstep: Class 10 contains 69655 members 
Mstep: Class 11 contains 5950 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 14115 members 
Mstep: Class 14 contains 4777 members 
Mstep: Class 15 contains 7829 members 
Mstep: Class 16 contains 6143 members 
Mstep: Class 17 contains 153523 members 
Mstep: Class 18 contains 7444 members 
Mstep: Class 19 contains 40004 members 
Mstep: Class 20 contains 24081 members 
Mstep: Class 21 contains 5734 members 
Mstep: Class 22 contains 4039 members 
Mstep: Class 23 contains 79218 members 
Mstep: Class 24 contains 2201 members 
Mstep: Class 25 contains 5005 members 
Mstep: Class 26 contains 64307 members 
Mstep: Class 27 contains 4512 members 
Mstep: Class 28 contains 121167 members 
Mstep: Class 29 contains 13963 members 
Mstep: Class 30 contains 47309 members 
Mstep: Class 31 contains 31732 members 
Mstep: Class 32 contains 1216 members 
Mstep: Class 33 contains 5316 members 
Mstep: Class 34 contains 64388 members 
Mstep: Class 35 contains 31110 members 
Mstep: Class 36 contains 481017 members 
Mstep: Class 37 contains 2423 members 
Entering Unmasked Estep 
Score: -111989704.000000 Penalty: 130263.085938
Splitting cluster 24 changes total score from -111991024.000000 to -111989704.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (5005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Entering Unmasked Estep 
Score: -392737.312500 Penalty: 2112.511719
	Iteration 0F: 2 clusters Score -392737.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -388225.406250 Penalty: 4225.023438
	Iteration 0F: 3 clusters Score -388225.4 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -389236.062500 Penalty: 4225.023438
	Iteration 1F: 3 clusters Score -389236.1 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -389445.218750 Penalty: 4225.023438
	Iteration 2F: 3 clusters Score -389445.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -389578.468750 Penalty: 4225.023438
	Iteration 3F: 3 clusters Score -389578.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -389687.937500 Penalty: 4225.023438
	Iteration 4Q: 3 clusters Score -389687.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -389765.281250 Penalty: 4225.023438
	Iteration 5Q: 3 clusters Score -389765.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -389834.718750 Penalty: 4225.023438
	Iteration 6Q: 3 clusters Score -389834.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -389913.375000 Penalty: 4225.023438
	Iteration 7Q: 3 clusters Score -389913.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -389972.031250 Penalty: 4225.023438
	Iteration 8Q: 3 clusters Score -389972 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -390024.906250 Penalty: 4225.023438
	Iteration 9Q: 3 clusters Score -390024.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -390081.718750 Penalty: 4225.023438
	Iteration 10Q: 3 clusters Score -390081.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -390134.781250 Penalty: 4225.023438
	Iteration 11Q: 3 clusters Score -390134.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -390184.843750 Penalty: 4225.023438
	Iteration 12Q: 3 clusters Score -390184.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -390240.562500 Penalty: 4225.023438
	Iteration 13Q: 3 clusters Score -390240.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -390308.968750 Penalty: 4225.023438
	Iteration 14Q: 3 clusters Score -390309 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -390381.531250 Penalty: 4225.023438
	Iteration 15Q: 3 clusters Score -390381.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -390444.468750 Penalty: 4225.023438
	Iteration 16Q: 3 clusters Score -390444.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -390496.000000 Penalty: 4225.023438
	Iteration 17Q: 3 clusters Score -390496 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -390541.281250 Penalty: 4225.023438
	Iteration 18Q: 3 clusters Score -390541.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -390580.687500 Penalty: 4225.023438
	Iteration 19Q: 3 clusters Score -390580.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -390616.656250 Penalty: 4225.023438
	Iteration 20F: 3 clusters Score -390616.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -390660.375000 Penalty: 4225.023438
	Iteration 21Q: 3 clusters Score -390660.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -390697.343750 Penalty: 4225.023438
	Iteration 22Q: 3 clusters Score -390697.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -390722.437500 Penalty: 4225.023438
	Iteration 23Q: 3 clusters Score -390722.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -390743.843750 Penalty: 4225.023438
	Iteration 24Q: 3 clusters Score -390743.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -390758.968750 Penalty: 4225.023438
	Iteration 25Q: 3 clusters Score -390759 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -390775.968750 Penalty: 4225.023438
	Iteration 26Q: 3 clusters Score -390776 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -390793.812500 Penalty: 4225.023438
	Iteration 27Q: 3 clusters Score -390793.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -390813.687500 Penalty: 4225.023438
	Iteration 28Q: 3 clusters Score -390813.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -390831.750000 Penalty: 4225.023438
	Iteration 29Q: 3 clusters Score -390831.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -390842.750000 Penalty: 4225.023438
	Iteration 30Q: 3 clusters Score -390842.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -390853.281250 Penalty: 4225.023438
	Iteration 31Q: 3 clusters Score -390853.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -390865.125000 Penalty: 4225.023438
	Iteration 32Q: 3 clusters Score -390865.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -390875.781250 Penalty: 4225.023438
	Iteration 33Q: 3 clusters Score -390875.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -390883.843750 Penalty: 4225.023438
	Iteration 34Q: 3 clusters Score -390883.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -390890.843750 Penalty: 4225.023438
	Iteration 35Q: 3 clusters Score -390890.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -390898.375000 Penalty: 4225.023438
	Iteration 36Q: 3 clusters Score -390898.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -390903.718750 Penalty: 4225.023438
	Iteration 37Q: 3 clusters Score -390903.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -390906.562500 Penalty: 4225.023438
	Iteration 38Q: 3 clusters Score -390906.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -390909.437500 Penalty: 4225.023438
	Iteration 39Q: 3 clusters Score -390909.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -390912.750000 Penalty: 4225.023438
	Iteration 40F: 3 clusters Score -390912.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -390916.781250 Penalty: 4225.023438
	Iteration 41Q: 3 clusters Score -390916.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -390919.093750 Penalty: 4225.023438
	Iteration 42Q: 3 clusters Score -390919.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -390923.031250 Penalty: 4225.023438
	Iteration 43Q: 3 clusters Score -390923 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -390925.218750 Penalty: 4225.023438
	Iteration 44Q: 3 clusters Score -390925.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -390926.687500 Penalty: 4225.023438
	Iteration 45Q: 3 clusters Score -390926.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -390929.906250 Penalty: 4225.023438
	Iteration 46Q: 3 clusters Score -390929.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -390931.187500 Penalty: 4225.023438
	Iteration 47Q: 3 clusters Score -390931.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -390933.625000 Penalty: 4225.023438
	Iteration 48Q: 3 clusters Score -390933.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -390935.531250 Penalty: 4225.023438
	Iteration 49Q: 3 clusters Score -390935.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -390938.062500 Penalty: 4225.023438
	Iteration 50Q: 3 clusters Score -390938.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -390938.937500 Penalty: 4225.023438
	Iteration 51Q: 3 clusters Score -390938.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -390941.125000 Penalty: 4225.023438
	Iteration 52Q: 3 clusters Score -390941.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -390941.625000 Penalty: 4225.023438
	Iteration 53Q: 3 clusters Score -390941.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -390943.625000 Penalty: 4225.023438
	Iteration 54Q: 3 clusters Score -390943.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -390947.437500 Penalty: 4225.023438
	Iteration 55Q: 3 clusters Score -390947.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -390949.781250 Penalty: 4225.023438
	Iteration 56Q: 3 clusters Score -390949.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -390952.968750 Penalty: 4225.023438
	Iteration 57Q: 3 clusters Score -390953 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -390955.343750 Penalty: 4225.023438
	Iteration 58Q: 3 clusters Score -390955.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -390956.343750 Penalty: 4225.023438
	Iteration 59Q: 3 clusters Score -390956.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -390956.562500 Penalty: 4225.023438
	Iteration 60F: 3 clusters Score -390956.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -390957.812500 Penalty: 4225.023438
	Iteration 61Q: 3 clusters Score -390957.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -390959.937500 Penalty: 4225.023438
	Iteration 62Q: 3 clusters Score -390959.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -390960.781250 Penalty: 4225.023438
	Iteration 63Q: 3 clusters Score -390960.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -390962.906250 Penalty: 4225.023438
	Iteration 64Q: 3 clusters Score -390962.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -390964.968750 Penalty: 4225.023438
	Iteration 65Q: 3 clusters Score -390965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -390965.125000 Penalty: 4225.023438
	Iteration 66Q: 3 clusters Score -390965.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -390965.437500 Penalty: 4225.023438
	Iteration 67Q: 3 clusters Score -390965.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -390965.437500 Penalty: 4225.023438
	Iteration 68F: 3 clusters Score -390965.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (64307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64307 members 
Entering Unmasked Estep 
Score: -4922995.500000 Penalty: 2745.713135
	Iteration 0F: 2 clusters Score -4922996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32211 members 
Mstep: Class 2 contains 32096 members 
Entering Unmasked Estep 
Score: -4879930.000000 Penalty: 5491.426270
	Iteration 0F: 3 clusters Score -4879930 nChanged 30063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32472 members 
Mstep: Class 2 contains 31835 members 
Entering Unmasked Estep 
Score: -4897089.500000 Penalty: 5491.426270
	Iteration 1F: 3 clusters Score -4897090 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32877 members 
Mstep: Class 2 contains 31430 members 
Entering Unmasked Estep 
Score: -4898280.500000 Penalty: 5491.426270
	Iteration 2Q: 3 clusters Score -4898280 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33545 members 
Mstep: Class 2 contains 30762 members 
Entering Unmasked Estep 
Score: -4899942.500000 Penalty: 5491.426270
	Iteration 3F: 3 clusters Score -4899942 nChanged 3839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34540 members 
Mstep: Class 2 contains 29767 members 
Entering Unmasked Estep 
Score: -4902342.000000 Penalty: 5491.426270
	Iteration 4F: 3 clusters Score -4902342 nChanged 4438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35798 members 
Mstep: Class 2 contains 28509 members 
Entering Unmasked Estep 
Score: -4905594.500000 Penalty: 5491.426270
	Iteration 5F: 3 clusters Score -4905594 nChanged 4692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37148 members 
Mstep: Class 2 contains 27159 members 
Entering Unmasked Estep 
Score: -4909188.000000 Penalty: 5491.426270
	Iteration 6F: 3 clusters Score -4909188 nChanged 4244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38134 members 
Mstep: Class 2 contains 26173 members 
Entering Unmasked Estep 
Score: -4912499.000000 Penalty: 5491.426270
	Iteration 7F: 3 clusters Score -4912499 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38665 members 
Mstep: Class 2 contains 25642 members 
Entering Unmasked Estep 
Score: -4914960.500000 Penalty: 5491.426270
	Iteration 8F: 3 clusters Score -4914960 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38772 members 
Mstep: Class 2 contains 25535 members 
Entering Unmasked Estep 
Score: -4916423.000000 Penalty: 5491.426270
	Iteration 9Q: 3 clusters Score -4916423 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38799 members 
Mstep: Class 2 contains 25508 members 
Entering Unmasked Estep 
Score: -4917130.500000 Penalty: 5491.426270
	Iteration 10Q: 3 clusters Score -4917130 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38834 members 
Mstep: Class 2 contains 25473 members 
Entering Unmasked Estep 
Score: -4917716.000000 Penalty: 5491.426270
	Iteration 11Q: 3 clusters Score -4917716 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38852 members 
Mstep: Class 2 contains 25455 members 
Entering Unmasked Estep 
Score: -4918174.500000 Penalty: 5491.426270
	Iteration 12Q: 3 clusters Score -4918174 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38843 members 
Mstep: Class 2 contains 25464 members 
Entering Unmasked Estep 
Score: -4918473.000000 Penalty: 5491.426270
	Iteration 13Q: 3 clusters Score -4918473 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38785 members 
Mstep: Class 2 contains 25522 members 
Entering Unmasked Estep 
Score: -4918725.000000 Penalty: 5491.426270
	Iteration 14Q: 3 clusters Score -4918725 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38737 members 
Mstep: Class 2 contains 25570 members 
Entering Unmasked Estep 
Score: -4918907.000000 Penalty: 5491.426270
	Iteration 15Q: 3 clusters Score -4918907 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38589 members 
Mstep: Class 2 contains 25718 members 
Entering Unmasked Estep 
Score: -4919071.000000 Penalty: 5491.426270
	Iteration 16Q: 3 clusters Score -4919071 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38455 members 
Mstep: Class 2 contains 25852 members 
Entering Unmasked Estep 
Score: -4919171.000000 Penalty: 5491.426270
	Iteration 17Q: 3 clusters Score -4919171 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38303 members 
Mstep: Class 2 contains 26004 members 
Entering Unmasked Estep 
Score: -4919248.000000 Penalty: 5491.426270
	Iteration 18Q: 3 clusters Score -4919248 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38169 members 
Mstep: Class 2 contains 26138 members 
Entering Unmasked Estep 
Score: -4919286.500000 Penalty: 5491.426270
	Iteration 19Q: 3 clusters Score -4919286 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38051 members 
Mstep: Class 2 contains 26256 members 
Entering Unmasked Estep 
Score: -4919339.500000 Penalty: 5491.426270
	Iteration 20F: 3 clusters Score -4919340 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37960 members 
Mstep: Class 2 contains 26347 members 
Entering Unmasked Estep 
Score: -4919357.500000 Penalty: 5491.426270
	Iteration 21Q: 3 clusters Score -4919358 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37885 members 
Mstep: Class 2 contains 26422 members 
Entering Unmasked Estep 
Score: -4919418.000000 Penalty: 5491.426270
	Iteration 22Q: 3 clusters Score -4919418 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37794 members 
Mstep: Class 2 contains 26513 members 
Entering Unmasked Estep 
Score: -4919513.000000 Penalty: 5491.426270
	Iteration 23Q: 3 clusters Score -4919513 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37691 members 
Mstep: Class 2 contains 26616 members 
Entering Unmasked Estep 
Score: -4919536.000000 Penalty: 5491.426270
	Iteration 24Q: 3 clusters Score -4919536 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37582 members 
Mstep: Class 2 contains 26725 members 
Entering Unmasked Estep 
Score: -4919559.000000 Penalty: 5491.426270
	Iteration 25Q: 3 clusters Score -4919559 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37484 members 
Mstep: Class 2 contains 26823 members 
Entering Unmasked Estep 
Score: -4919553.000000 Penalty: 5491.426270
	Iteration 26Q: 3 clusters Score -4919553 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37355 members 
Mstep: Class 2 contains 26952 members 
Entering Unmasked Estep 
Score: -4919568.000000 Penalty: 5491.426270
	Iteration 27Q: 3 clusters Score -4919568 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37224 members 
Mstep: Class 2 contains 27083 members 
Entering Unmasked Estep 
Score: -4919608.000000 Penalty: 5491.426270
	Iteration 28Q: 3 clusters Score -4919608 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37096 members 
Mstep: Class 2 contains 27211 members 
Entering Unmasked Estep 
Score: -4919633.000000 Penalty: 5491.426270
	Iteration 29Q: 3 clusters Score -4919633 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37003 members 
Mstep: Class 2 contains 27304 members 
Entering Unmasked Estep 
Score: -4919638.000000 Penalty: 5491.426270
	Iteration 30Q: 3 clusters Score -4919638 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36932 members 
Mstep: Class 2 contains 27375 members 
Entering Unmasked Estep 
Score: -4919648.000000 Penalty: 5491.426270
	Iteration 31Q: 3 clusters Score -4919648 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36844 members 
Mstep: Class 2 contains 27463 members 
Entering Unmasked Estep 
Score: -4919650.000000 Penalty: 5491.426270
	Iteration 32Q: 3 clusters Score -4919650 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36747 members 
Mstep: Class 2 contains 27560 members 
Entering Unmasked Estep 
Score: -4919681.000000 Penalty: 5491.426270
	Iteration 33Q: 3 clusters Score -4919681 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36645 members 
Mstep: Class 2 contains 27662 members 
Entering Unmasked Estep 
Score: -4919701.500000 Penalty: 5491.426270
	Iteration 34Q: 3 clusters Score -4919702 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36560 members 
Mstep: Class 2 contains 27747 members 
Entering Unmasked Estep 
Score: -4919748.500000 Penalty: 5491.426270
	Iteration 35Q: 3 clusters Score -4919748 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36485 members 
Mstep: Class 2 contains 27822 members 
Entering Unmasked Estep 
Score: -4919771.500000 Penalty: 5491.426270
	Iteration 36Q: 3 clusters Score -4919772 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36417 members 
Mstep: Class 2 contains 27890 members 
Entering Unmasked Estep 
Score: -4919781.000000 Penalty: 5491.426270
	Iteration 37Q: 3 clusters Score -4919781 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36353 members 
Mstep: Class 2 contains 27954 members 
Entering Unmasked Estep 
Score: -4919783.500000 Penalty: 5491.426270
	Iteration 38Q: 3 clusters Score -4919784 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36300 members 
Mstep: Class 2 contains 28007 members 
Entering Unmasked Estep 
Score: -4919795.000000 Penalty: 5491.426270
	Iteration 39Q: 3 clusters Score -4919795 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36256 members 
Mstep: Class 2 contains 28051 members 
Entering Unmasked Estep 
Score: -4919798.000000 Penalty: 5491.426270
	Iteration 40F: 3 clusters Score -4919798 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36211 members 
Mstep: Class 2 contains 28096 members 
Entering Unmasked Estep 
Score: -4919801.000000 Penalty: 5491.426270
	Iteration 41Q: 3 clusters Score -4919801 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36159 members 
Mstep: Class 2 contains 28148 members 
Entering Unmasked Estep 
Score: -4919819.500000 Penalty: 5491.426270
	Iteration 42Q: 3 clusters Score -4919820 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36110 members 
Mstep: Class 2 contains 28197 members 
Entering Unmasked Estep 
Score: -4919817.000000 Penalty: 5491.426270
	Iteration 43Q: 3 clusters Score -4919817 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36059 members 
Mstep: Class 2 contains 28248 members 
Entering Unmasked Estep 
Score: -4919829.000000 Penalty: 5491.426270
	Iteration 44Q: 3 clusters Score -4919829 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36003 members 
Mstep: Class 2 contains 28304 members 
Entering Unmasked Estep 
Score: -4919811.000000 Penalty: 5491.426270
	Iteration 45Q: 3 clusters Score -4919811 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35944 members 
Mstep: Class 2 contains 28363 members 
Entering Unmasked Estep 
Score: -4919809.000000 Penalty: 5491.426270
	Iteration 46Q: 3 clusters Score -4919809 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35882 members 
Mstep: Class 2 contains 28425 members 
Entering Unmasked Estep 
Score: -4919825.500000 Penalty: 5491.426270
	Iteration 47Q: 3 clusters Score -4919826 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35830 members 
Mstep: Class 2 contains 28477 members 
Entering Unmasked Estep 
Score: -4919818.500000 Penalty: 5491.426270
	Iteration 48Q: 3 clusters Score -4919818 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35776 members 
Mstep: Class 2 contains 28531 members 
Entering Unmasked Estep 
Score: -4919834.000000 Penalty: 5491.426270
	Iteration 49Q: 3 clusters Score -4919834 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35716 members 
Mstep: Class 2 contains 28591 members 
Entering Unmasked Estep 
Score: -4919842.500000 Penalty: 5491.426270
	Iteration 50Q: 3 clusters Score -4919842 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35662 members 
Mstep: Class 2 contains 28645 members 
Entering Unmasked Estep 
Score: -4919839.000000 Penalty: 5491.426270
	Iteration 51Q: 3 clusters Score -4919839 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35606 members 
Mstep: Class 2 contains 28701 members 
Entering Unmasked Estep 
Score: -4919841.500000 Penalty: 5491.426270
	Iteration 52Q: 3 clusters Score -4919842 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35557 members 
Mstep: Class 2 contains 28750 members 
Entering Unmasked Estep 
Score: -4919848.500000 Penalty: 5491.426270
	Iteration 53Q: 3 clusters Score -4919848 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35505 members 
Mstep: Class 2 contains 28802 members 
Entering Unmasked Estep 
Score: -4919855.000000 Penalty: 5491.426270
	Iteration 54Q: 3 clusters Score -4919855 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35459 members 
Mstep: Class 2 contains 28848 members 
Entering Unmasked Estep 
Score: -4919850.000000 Penalty: 5491.426270
	Iteration 55Q: 3 clusters Score -4919850 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35411 members 
Mstep: Class 2 contains 28896 members 
Entering Unmasked Estep 
Score: -4919839.500000 Penalty: 5491.426270
	Iteration 56Q: 3 clusters Score -4919840 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35372 members 
Mstep: Class 2 contains 28935 members 
Entering Unmasked Estep 
Score: -4919846.500000 Penalty: 5491.426270
	Iteration 57Q: 3 clusters Score -4919846 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35345 members 
Mstep: Class 2 contains 28962 members 
Entering Unmasked Estep 
Score: -4919843.500000 Penalty: 5491.426270
	Iteration 58Q: 3 clusters Score -4919844 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35326 members 
Mstep: Class 2 contains 28981 members 
Entering Unmasked Estep 
Score: -4919851.000000 Penalty: 5491.426270
	Iteration 59Q: 3 clusters Score -4919851 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35306 members 
Mstep: Class 2 contains 29001 members 
Entering Unmasked Estep 
Score: -4919859.500000 Penalty: 5491.426270
	Iteration 60F: 3 clusters Score -4919860 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35280 members 
Mstep: Class 2 contains 29027 members 
Entering Unmasked Estep 
Score: -4919860.000000 Penalty: 5491.426270
	Iteration 61Q: 3 clusters Score -4919860 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35254 members 
Mstep: Class 2 contains 29053 members 
Entering Unmasked Estep 
Score: -4919851.000000 Penalty: 5491.426270
	Iteration 62Q: 3 clusters Score -4919851 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35230 members 
Mstep: Class 2 contains 29077 members 
Entering Unmasked Estep 
Score: -4919855.500000 Penalty: 5491.426270
	Iteration 63Q: 3 clusters Score -4919856 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35206 members 
Mstep: Class 2 contains 29101 members 
Entering Unmasked Estep 
Score: -4919857.500000 Penalty: 5491.426270
	Iteration 64Q: 3 clusters Score -4919858 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35189 members 
Mstep: Class 2 contains 29118 members 
Entering Unmasked Estep 
Score: -4919860.500000 Penalty: 5491.426270
	Iteration 65Q: 3 clusters Score -4919860 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35177 members 
Mstep: Class 2 contains 29130 members 
Entering Unmasked Estep 
Score: -4919871.000000 Penalty: 5491.426270
	Iteration 66Q: 3 clusters Score -4919871 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35162 members 
Mstep: Class 2 contains 29145 members 
Entering Unmasked Estep 
Score: -4919870.000000 Penalty: 5491.426270
	Iteration 67Q: 3 clusters Score -4919870 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35148 members 
Mstep: Class 2 contains 29159 members 
Entering Unmasked Estep 
Score: -4919871.000000 Penalty: 5491.426270
	Iteration 68Q: 3 clusters Score -4919871 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35134 members 
Mstep: Class 2 contains 29173 members 
Entering Unmasked Estep 
Score: -4919868.500000 Penalty: 5491.426270
	Iteration 69Q: 3 clusters Score -4919868 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35118 members 
Mstep: Class 2 contains 29189 members 
Entering Unmasked Estep 
Score: -4919858.500000 Penalty: 5491.426270
	Iteration 70Q: 3 clusters Score -4919858 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35102 members 
Mstep: Class 2 contains 29205 members 
Entering Unmasked Estep 
Score: -4919862.500000 Penalty: 5491.426270
	Iteration 71Q: 3 clusters Score -4919862 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35087 members 
Mstep: Class 2 contains 29220 members 
Entering Unmasked Estep 
Score: -4919857.500000 Penalty: 5491.426270
	Iteration 72Q: 3 clusters Score -4919858 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35067 members 
Mstep: Class 2 contains 29240 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4919862 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 2 contains 29264 members 
Entering Unmasked Estep 
Score: -4919863.000000 Penalty: 5491.426270
	Iteration 74Q: 3 clusters Score -4919863 nChanged 36
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4919872 nChanged 25
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Mstep: Class 2 contains 29323 members 
Entering Unmasked Estep 
Score: -4919876.500000 Penalty: 5491.426270
	Iteration 76Q: 3 clusters Score -4919876 nChanged 28
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Entering Unmasked Estep 
Score: -4919878.500000 Penalty: 5491.426270
	Iteration 77Q: 3 clusters Score -4919878 nChanged 25
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Entering Unmasked Estep 
Score: -4919866.500000 Penalty: 5491.426270
	Iteration 78Q: 3 clusters Score -4919866 nChanged 20
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Entering Unmasked Estep 
Score: -4919875.500000 Penalty: 5491.426270
	Iteration 79Q: 3 clusters Score -4919876 nChanged 15
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Mstep: Class 2 contains 29401 members 
Entering Unmasked Estep 
Score: -4919869.500000 Penalty: 5491.426270
	Iteration 80F: 3 clusters Score -4919870 nChanged 15
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Mstep: Class 1 contains 34891 members 
Mstep: Class 2 contains 29416 members 
Entering Unmasked Estep 
Score: -4919868.500000 Penalty: 5491.426270
	Iteration 81Q: 3 clusters Score -4919868 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34874 members 
Mstep: Class 2 contains 29433 members 
Entering Unmasked Estep 
Score: -4919875.500000 Penalty: 5491.426270
	Iteration 82Q: 3 clusters Score -4919876 nChanged 13
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Mstep: Class 1 contains 34863 members 
Mstep: Class 2 contains 29444 members 
Entering Unmasked Estep 
Score: -4919880.500000 Penalty: 5491.426270
	Iteration 83Q: 3 clusters Score -4919880 nChanged 15
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34850 members 
Mstep: Class 2 contains 29457 members 
Entering Unmasked Estep 
Score: -4919879.000000 Penalty: 5491.426270
	Iteration 84Q: 3 clusters Score -4919879 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34833 members 
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Entering Unmasked Estep 
Score: -4919876.500000 Penalty: 54